Average Error: 40.7 → 0.6
Time: 31.7s
Precision: 64
Internal Precision: 1408
\[\frac{e^{x}}{e^{x} - 1}\]
\[\begin{array}{l} \mathbf{if}\;\frac{1}{\log \left(e^{1 - e^{-x}}\right)} \le 195.2204320355037:\\ \;\;\;\;\frac{1}{\log \left(e^{1 - e^{-x}}\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{1}{2} + \left(\frac{1}{x} + \frac{1}{12} \cdot x\right)\\ \end{array}\]

Error

Bits error versus x

Target

Original40.7
Target40.4
Herbie0.6
\[\frac{1}{1 - e^{-x}}\]

Derivation

  1. Split input into 2 regimes
  2. if (/ 1 (log (exp (- 1 (exp (- x)))))) < 195.2204320355037

    1. Initial program 2.3

      \[\frac{e^{x}}{e^{x} - 1}\]
    2. Using strategy rm
    3. Applied clear-num2.3

      \[\leadsto \color{blue}{\frac{1}{\frac{e^{x} - 1}{e^{x}}}}\]
    4. Applied simplify1.4

      \[\leadsto \frac{1}{\color{blue}{1 - e^{-x}}}\]
    5. Using strategy rm
    6. Applied add-log-exp1.8

      \[\leadsto \frac{1}{\color{blue}{\log \left(e^{1 - e^{-x}}\right)}}\]

    if 195.2204320355037 < (/ 1 (log (exp (- 1 (exp (- x))))))

    1. Initial program 61.4

      \[\frac{e^{x}}{e^{x} - 1}\]
    2. Taylor expanded around 0 0.0

      \[\leadsto \color{blue}{\frac{1}{2} + \left(\frac{1}{x} + \frac{1}{12} \cdot x\right)}\]
  3. Recombined 2 regimes into one program.

Runtime

Time bar (total: 31.7s)Debug logProfile

herbie shell --seed '#(1070864556 424010669 783715395 1203517814 4070606583 4107618214)' 
(FPCore (x)
  :name "expq2 (section 3.11)"

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

  (/ (exp x) (- (exp x) 1)))