Average Error: 6.1 → 1.4
Time: 16.0s
Precision: 64
\[\frac{x \cdot y}{z}\]
↓
\[\begin{array}{l} \mathbf{if}\;x \cdot y \le -3.20189178708899581657271843297725010796 \cdot 10^{136}:\\ \;\;\;\;x \cdot \frac{y}{z}\\ \mathbf{elif}\;x \cdot y \le -4.762336977697826968317141793899825216849 \cdot 10^{-104}:\\ \;\;\;\;\frac{x \cdot y}{z}\\ \mathbf{elif}\;x \cdot y \le 0.0:\\ \;\;\;\;\frac{1}{\frac{\frac{z}{y}}{x}}\\ \mathbf{elif}\;x \cdot y \le 5.272950596448448823066987117820011404591 \cdot 10^{145}:\\ \;\;\;\;\frac{x \cdot y}{z}\\ \mathbf{else}:\\ \;\;\;\;\frac{x}{z} \cdot y\\ \end{array}\]
\frac{x \cdot y}{z}
↓
\begin{array}{l}
\mathbf{if}\;x \cdot y \le -3.20189178708899581657271843297725010796 \cdot 10^{136}:\\
\;\;\;\;x \cdot \frac{y}{z}\\

\mathbf{elif}\;x \cdot y \le -4.762336977697826968317141793899825216849 \cdot 10^{-104}:\\
\;\;\;\;\frac{x \cdot y}{z}\\

\mathbf{elif}\;x \cdot y \le 0.0:\\
\;\;\;\;\frac{1}{\frac{\frac{z}{y}}{x}}\\

\mathbf{elif}\;x \cdot y \le 5.272950596448448823066987117820011404591 \cdot 10^{145}:\\
\;\;\;\;\frac{x \cdot y}{z}\\

\mathbf{else}:\\
\;\;\;\;\frac{x}{z} \cdot y\\

\end{array}
double f(double x, double y, double z) {
        double r49946 = x;
        double r49947 = y;
        double r49948 = r49946 * r49947;
        double r49949 = z;
        double r49950 = r49948 / r49949;
        return r49950;
}
↓
double f(double x, double y, double z) {
        double r49951 = x;
        double r49952 = y;
        double r49953 = r49951 * r49952;
        double r49954 = -3.201891787088996e+136;
        bool r49955 = r49953 <= r49954;
        double r49956 = z;
        double r49957 = r49952 / r49956;
        double r49958 = r49951 * r49957;
        double r49959 = -4.762336977697827e-104;
        bool r49960 = r49953 <= r49959;
        double r49961 = r49953 / r49956;
        double r49962 = 0.0;
        bool r49963 = r49953 <= r49962;
        double r49964 = 1.0;
        double r49965 = r49956 / r49952;
        double r49966 = r49965 / r49951;
        double r49967 = r49964 / r49966;
        double r49968 = 5.272950596448449e+145;
        bool r49969 = r49953 <= r49968;
        double r49970 = r49951 / r49956;
        double r49971 = r49970 * r49952;
        double r49972 = r49969 ? r49961 : r49971;
        double r49973 = r49963 ? r49967 : r49972;
        double r49974 = r49960 ? r49961 : r49973;
        double r49975 = r49955 ? r49958 : r49974;
        return r49975;
}

Error

Bits error versus x

Bits error versus y

Bits error versus z

Try it out

Your Program's Arguments

Results

Enter valid numbers for all inputs

Target

Original6.1
Target6.4
Herbie1.4
\[\begin{array}{l} \mathbf{if}\;z \lt -4.262230790519428958560619200129306371776 \cdot 10^{-138}:\\ \;\;\;\;\frac{x \cdot y}{z}\\ \mathbf{elif}\;z \lt 1.704213066065047207696571404603247573308 \cdot 10^{-164}:\\ \;\;\;\;\frac{x}{\frac{z}{y}}\\ \mathbf{else}:\\ \;\;\;\;\frac{x}{z} \cdot y\\ \end{array}\]

Derivation

  1. Split input into 4 regimes

  2. if (* x y) < -3.201891787088996e+136

    1. Initial program 17.0

      \[\frac{x \cdot y}{z}\]
    2. Using strategy rm

    3. Applied *-un-lft-identity17.0

      \[\leadsto \frac{x \cdot y}{\color{blue}{1 \cdot z}}\]

    4. Applied times-frac2.0

      \[\leadsto \color{blue}{\frac{x}{1} \cdot \frac{y}{z}}\]

    5. Simplified2.0

      \[\leadsto \color{blue}{x} \cdot \frac{y}{z}\]

    if -3.201891787088996e+136 < (* x y) < -4.762336977697827e-104 or 0.0 < (* x y) < 5.272950596448449e+145

    1. Initial program 0.4

      \[\frac{x \cdot y}{z}\]

    if -4.762336977697827e-104 < (* x y) < 0.0

    1. Initial program 9.7

      \[\frac{x \cdot y}{z}\]
    2. Using strategy rm

    3. Applied associate-/l*2.0

      \[\leadsto \color{blue}{\frac{x}{\frac{z}{y}}}\]
    4. Using strategy rm

    5. Applied clear-num2.7

      \[\leadsto \color{blue}{\frac{1}{\frac{\frac{z}{y}}{x}}}\]

    if 5.272950596448449e+145 < (* x y)

    1. Initial program 17.6

      \[\frac{x \cdot y}{z}\]
    2. Using strategy rm

    3. Applied associate-/l*2.8

      \[\leadsto \color{blue}{\frac{x}{\frac{z}{y}}}\]
    4. Using strategy rm

    5. Applied associate-/r/2.5

      \[\leadsto \color{blue}{\frac{x}{z} \cdot y}\]
  3. Recombined 4 regimes into one program.

  4. Final simplification1.4

    \[\leadsto \begin{array}{l} \mathbf{if}\;x \cdot y \le -3.20189178708899581657271843297725010796 \cdot 10^{136}:\\ \;\;\;\;x \cdot \frac{y}{z}\\ \mathbf{elif}\;x \cdot y \le -4.762336977697826968317141793899825216849 \cdot 10^{-104}:\\ \;\;\;\;\frac{x \cdot y}{z}\\ \mathbf{elif}\;x \cdot y \le 0.0:\\ \;\;\;\;\frac{1}{\frac{\frac{z}{y}}{x}}\\ \mathbf{elif}\;x \cdot y \le 5.272950596448448823066987117820011404591 \cdot 10^{145}:\\ \;\;\;\;\frac{x \cdot y}{z}\\ \mathbf{else}:\\ \;\;\;\;\frac{x}{z} \cdot y\\ \end{array}\]

Reproduce

herbie shell --seed 2019310 +o rules:numerics
(FPCore (x y z)
  :name "Diagrams.Solve.Tridiagonal:solveCyclicTriDiagonal from diagrams-solve-0.1, A"
  :precision binary64

  :herbie-target
  (if (< z -4.262230790519429e-138) (/ (* x y) z) (if (< z 1.70421306606504721e-164) (/ x (/ z y)) (* (/ x z) y)))

  (/ (* x y) z))