Average Error: 15.1 → 0.2
Time: 18.9s
Precision: 64
Internal Precision: 128
\[\frac{x}{x \cdot x + 1}\]
\[\begin{array}{l} \mathbf{if}\;x \cdot x \le 0.012073634685286628:\\ \;\;\;\;\frac{\frac{x}{\sqrt{x \cdot x + 1}}}{\sqrt{x \cdot x + 1}}\\ \mathbf{else}:\\ \;\;\;\;\left(\frac{1}{x} + \frac{1}{{x}^{5}}\right) - \frac{1}{{x}^{3}}\\ \end{array}\]

Error

Bits error versus x

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Your Program's Arguments

Results

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Target

Original15.1
Target0.1
Herbie0.2
\[\frac{1}{x + \frac{1}{x}}\]

Derivation

  1. Split input into 2 regimes
  2. if (* x x) < 0.012073634685286628

    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-sqr-sqrt0.0

      \[\leadsto \frac{x}{\color{blue}{\sqrt{x \cdot x + 1} \cdot \sqrt{x \cdot x + 1}}}\]
    5. Applied associate-/r*0.0

      \[\leadsto \color{blue}{\frac{\frac{x}{\sqrt{x \cdot x + 1}}}{\sqrt{x \cdot x + 1}}}\]

    if 0.012073634685286628 < (* x x)

    1. Initial program 29.8

      \[\frac{x}{x \cdot x + 1}\]
    2. Initial simplification29.8

      \[\leadsto \frac{x}{x \cdot x + 1}\]
    3. Using strategy rm
    4. Applied add-sqr-sqrt29.8

      \[\leadsto \frac{x}{\color{blue}{\sqrt{x \cdot x + 1} \cdot \sqrt{x \cdot x + 1}}}\]
    5. Applied associate-/r*29.7

      \[\leadsto \color{blue}{\frac{\frac{x}{\sqrt{x \cdot x + 1}}}{\sqrt{x \cdot x + 1}}}\]
    6. Taylor expanded around inf 0.4

      \[\leadsto \color{blue}{\left(\frac{1}{{x}^{5}} + \frac{1}{x}\right) - \frac{1}{{x}^{3}}}\]
  3. Recombined 2 regimes into one program.
  4. Final simplification0.2

    \[\leadsto \begin{array}{l} \mathbf{if}\;x \cdot x \le 0.012073634685286628:\\ \;\;\;\;\frac{\frac{x}{\sqrt{x \cdot x + 1}}}{\sqrt{x \cdot x + 1}}\\ \mathbf{else}:\\ \;\;\;\;\left(\frac{1}{x} + \frac{1}{{x}^{5}}\right) - \frac{1}{{x}^{3}}\\ \end{array}\]

Runtime

Time bar (total: 18.9s)Debug logProfile

herbie shell --seed 2018277 
(FPCore (x)
  :name "x / (x^2 + 1)"

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

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