Average Error: 1.7 → 0.1
Time: 24.5s
Precision: 64
Internal Precision: 128
\[\left|\frac{x + 4}{y} - \frac{x}{y} \cdot z\right|\]
↓
\[\begin{array}{l} \mathbf{if}\;x \le -6.227823061533413 \cdot 10^{+46} \lor \neg \left(x \le 1.150337346458393 \cdot 10^{-19}\right):\\ \;\;\;\;\left|\frac{4 + x}{y} - \frac{z}{\frac{y}{x}}\right|\\ \mathbf{else}:\\ \;\;\;\;\left|\frac{\left(4 + x\right) - z \cdot x}{y}\right|\\ \end{array}\]

Error

Bits error versus x

Bits error versus y

Bits error versus z

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Your Program's Arguments

Results

Enter valid numbers for all inputs

Derivation

  1. Split input into 2 regimes

  2. if x < -6.227823061533413e+46 or 1.150337346458393e-19 < x

    1. Initial program 0.1

      \[\left|\frac{x + 4}{y} - \frac{x}{y} \cdot z\right|\]
    2. Using strategy rm

    3. Applied clear-num0.3

      \[\leadsto \left|\color{blue}{\frac{1}{\frac{y}{x + 4}}} - \frac{x}{y} \cdot z\right|\]
    4. Using strategy rm

    5. Applied add-cube-cbrt0.9

      \[\leadsto \left|\color{blue}{\left(\sqrt[3]{\frac{1}{\frac{y}{x + 4}}} \cdot \sqrt[3]{\frac{1}{\frac{y}{x + 4}}}\right) \cdot \sqrt[3]{\frac{1}{\frac{y}{x + 4}}}} - \frac{x}{y} \cdot z\right|\]

    6. Applied prod-diff0.9

      \[\leadsto \left|\color{blue}{(\left(\sqrt[3]{\frac{1}{\frac{y}{x + 4}}} \cdot \sqrt[3]{\frac{1}{\frac{y}{x + 4}}}\right) \cdot \left(\sqrt[3]{\frac{1}{\frac{y}{x + 4}}}\right) + \left(-z \cdot \frac{x}{y}\right))_* + (\left(-z\right) \cdot \left(\frac{x}{y}\right) + \left(z \cdot \frac{x}{y}\right))_*}\right|\]

    7. Simplified0.2

      \[\leadsto \left|\color{blue}{\left(\frac{4 + x}{y} - \frac{z}{\frac{y}{x}}\right)} + (\left(-z\right) \cdot \left(\frac{x}{y}\right) + \left(z \cdot \frac{x}{y}\right))_*\right|\]

    8. Simplified0.2

      \[\leadsto \left|\left(\frac{4 + x}{y} - \frac{z}{\frac{y}{x}}\right) + \color{blue}{0}\right|\]

    if -6.227823061533413e+46 < x < 1.150337346458393e-19

    1. Initial program 2.7

      \[\left|\frac{x + 4}{y} - \frac{x}{y} \cdot z\right|\]
    2. Using strategy rm

    3. Applied associate-*l/0.1

      \[\leadsto \left|\frac{x + 4}{y} - \color{blue}{\frac{x \cdot z}{y}}\right|\]

    4. Applied sub-div0.1

      \[\leadsto \left|\color{blue}{\frac{\left(x + 4\right) - x \cdot z}{y}}\right|\]
  3. Recombined 2 regimes into one program.

  4. Final simplification0.1

    \[\leadsto \begin{array}{l} \mathbf{if}\;x \le -6.227823061533413 \cdot 10^{+46} \lor \neg \left(x \le 1.150337346458393 \cdot 10^{-19}\right):\\ \;\;\;\;\left|\frac{4 + x}{y} - \frac{z}{\frac{y}{x}}\right|\\ \mathbf{else}:\\ \;\;\;\;\left|\frac{\left(4 + x\right) - z \cdot x}{y}\right|\\ \end{array}\]

Runtime

Time bar (total: 24.5s)Debug logProfile

herbie shell --seed 2018346 +o rules:numerics
(FPCore (x y z)
  :name "fabs fraction 1"
  (fabs (- (/ (+ x 4) y) (* (/ x y) z))))