Average Error: 59.7 → 2.0
Time: 1.5m
Precision: 64
Internal Precision: 1344
\[-\frac{1}{\frac{\pi}{4}} \cdot \log \left(\frac{e^{\frac{\pi}{4} \cdot f} + e^{-\frac{\pi}{4} \cdot f}}{e^{\frac{\pi}{4} \cdot f} - e^{-\frac{\pi}{4} \cdot f}}\right)\]
\[\frac{-\left((\left(\left(f \cdot \pi\right) \cdot \left(f \cdot \pi\right)\right) \cdot \frac{1}{48} + \left(\log \left(\frac{4}{\pi}\right)\right))_* - (\left({\pi}^{4}\right) \cdot \left({f}^{4} \cdot \frac{7}{23040}\right) + \left(\log f\right))_*\right)}{\frac{\pi}{4}}\]

Error

Bits error versus f

Derivation

  1. Initial program 59.7

    \[-\frac{1}{\frac{\pi}{4}} \cdot \log \left(\frac{e^{\frac{\pi}{4} \cdot f} + e^{-\frac{\pi}{4} \cdot f}}{e^{\frac{\pi}{4} \cdot f} - e^{-\frac{\pi}{4} \cdot f}}\right)\]
  2. Taylor expanded around 0 2.0

    \[\leadsto -\frac{1}{\frac{\pi}{4}} \cdot \log \left(\frac{e^{\frac{\pi}{4} \cdot f} + e^{-\frac{\pi}{4} \cdot f}}{\color{blue}{\frac{1}{2} \cdot \left(f \cdot \pi\right) + \left(\frac{1}{192} \cdot \left({f}^{3} \cdot {\pi}^{3}\right) + \frac{1}{61440} \cdot \left({f}^{5} \cdot {\pi}^{5}\right)\right)}}\right)\]
  3. Taylor expanded around 0 2.0

    \[\leadsto -\frac{1}{\frac{\pi}{4}} \cdot \color{blue}{\left(\left(\log \left(\frac{4}{\pi}\right) + \frac{1}{48} \cdot \left({f}^{2} \cdot {\pi}^{2}\right)\right) - \left(\frac{7}{23040} \cdot \left({f}^{4} \cdot {\pi}^{4}\right) + \log f\right)\right)}\]
  4. Simplified2.0

    \[\leadsto -\frac{1}{\frac{\pi}{4}} \cdot \color{blue}{\left((\frac{1}{48} \cdot \left(\left(f \cdot \pi\right) \cdot \left(f \cdot \pi\right)\right) + \left(\log \left(\frac{4}{\pi}\right)\right))_* - (\left({f}^{4} \cdot \frac{7}{23040}\right) \cdot \left({\pi}^{4}\right) + \left(\log f\right))_*\right)}\]
  5. Using strategy rm
  6. Applied associate-*l/2.0

    \[\leadsto -\color{blue}{\frac{1 \cdot \left((\frac{1}{48} \cdot \left(\left(f \cdot \pi\right) \cdot \left(f \cdot \pi\right)\right) + \left(\log \left(\frac{4}{\pi}\right)\right))_* - (\left({f}^{4} \cdot \frac{7}{23040}\right) \cdot \left({\pi}^{4}\right) + \left(\log f\right))_*\right)}{\frac{\pi}{4}}}\]
  7. Simplified2.0

    \[\leadsto -\frac{\color{blue}{(\left(\left(f \cdot \pi\right) \cdot \left(f \cdot \pi\right)\right) \cdot \frac{1}{48} + \left(\log \left(\frac{4}{\pi}\right)\right))_* - (\left({\pi}^{4}\right) \cdot \left({f}^{4} \cdot \frac{7}{23040}\right) + \left(\log f\right))_*}}{\frac{\pi}{4}}\]
  8. Final simplification2.0

    \[\leadsto \frac{-\left((\left(\left(f \cdot \pi\right) \cdot \left(f \cdot \pi\right)\right) \cdot \frac{1}{48} + \left(\log \left(\frac{4}{\pi}\right)\right))_* - (\left({\pi}^{4}\right) \cdot \left({f}^{4} \cdot \frac{7}{23040}\right) + \left(\log f\right))_*\right)}{\frac{\pi}{4}}\]

Runtime

Time bar (total: 1.5m)Debug logProfile

BaselineHerbieOracleSpan%
Regimes2.02.01.40.60%
herbie shell --seed 2018295 +o rules:numerics
(FPCore (f)
  :name "VandenBroeck and Keller, Equation (20)"
  (- (* (/ 1 (/ PI 4)) (log (/ (+ (exp (* (/ PI 4) f)) (exp (- (* (/ PI 4) f)))) (- (exp (* (/ PI 4) f)) (exp (- (* (/ PI 4) f)))))))))