Average Error: 15.0 → 0.0
Time: 34.0s
Precision: 64
Internal Precision: 576
\[\frac{x}{x \cdot x + 1}\]
\[\begin{array}{l} \mathbf{if}\;x \le -641.2554917333738 \lor \neg \left(x \le 416.7099922766305\right):\\ \;\;\;\;\left(\frac{1}{x} + \frac{1}{{x}^{5}}\right) - \frac{1}{{x}^{3}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\frac{x}{\sqrt[3]{(x \cdot x + 1)_*} \cdot \sqrt[3]{(x \cdot x + 1)_*}}}{\sqrt[3]{(x \cdot x + 1)_*}}\\ \end{array}\]

Error

Bits error versus x

Target

Original15.0
Target0.1
Herbie0.0
\[\frac{1}{x + \frac{1}{x}}\]

Derivation

  1. Split input into 2 regimes
  2. if x < -641.2554917333738 or 416.7099922766305 < x

    1. Initial program 30.1

      \[\frac{x}{x \cdot x + 1}\]
    2. Initial simplification30.1

      \[\leadsto \frac{x}{(x \cdot x + 1)_*}\]
    3. Taylor expanded around inf 0.0

      \[\leadsto \color{blue}{\left(\frac{1}{{x}^{5}} + \frac{1}{x}\right) - \frac{1}{{x}^{3}}}\]

    if -641.2554917333738 < x < 416.7099922766305

    1. Initial program 0.0

      \[\frac{x}{x \cdot x + 1}\]
    2. Initial simplification0.0

      \[\leadsto \frac{x}{(x \cdot x + 1)_*}\]
    3. Using strategy rm
    4. Applied add-cube-cbrt0.0

      \[\leadsto \frac{x}{\color{blue}{\left(\sqrt[3]{(x \cdot x + 1)_*} \cdot \sqrt[3]{(x \cdot x + 1)_*}\right) \cdot \sqrt[3]{(x \cdot x + 1)_*}}}\]
    5. Applied associate-/r*0.0

      \[\leadsto \color{blue}{\frac{\frac{x}{\sqrt[3]{(x \cdot x + 1)_*} \cdot \sqrt[3]{(x \cdot x + 1)_*}}}{\sqrt[3]{(x \cdot x + 1)_*}}}\]
  3. Recombined 2 regimes into one program.
  4. Final simplification0.0

    \[\leadsto \begin{array}{l} \mathbf{if}\;x \le -641.2554917333738 \lor \neg \left(x \le 416.7099922766305\right):\\ \;\;\;\;\left(\frac{1}{x} + \frac{1}{{x}^{5}}\right) - \frac{1}{{x}^{3}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\frac{x}{\sqrt[3]{(x \cdot x + 1)_*} \cdot \sqrt[3]{(x \cdot x + 1)_*}}}{\sqrt[3]{(x \cdot x + 1)_*}}\\ \end{array}\]

Runtime

Time bar (total: 34.0s)Debug logProfile

herbie shell --seed 2018234 +o rules:numerics
(FPCore (x)
  :name "x / (x^2 + 1)"

  :herbie-target
  (/ 1 (+ x (/ 1 x)))

  (/ x (+ (* x x) 1)))