Average Error: 59.5 → 2.4
Time: 1.3m
Precision: 64
Internal Precision: 1344
\[-\frac{1}{\frac{\pi}{4}} \cdot \log \left(\frac{e^{\frac{\pi}{4} \cdot f} + e^{-\frac{\pi}{4} \cdot f}}{e^{\frac{\pi}{4} \cdot f} - e^{-\frac{\pi}{4} \cdot f}}\right)\]
\[-\frac{\left(\left(\left(f \cdot \pi\right) \cdot \left(f \cdot \pi\right)\right) \cdot \frac{1}{48} - \log f\right) - \left(\left({f}^{4} \cdot \frac{7}{23040}\right) \cdot {\pi}^{4} - \log \left(\frac{4}{\pi}\right)\right)}{\frac{\pi}{4}}\]

Error

Bits error versus f

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Your Program's Arguments

Results

Enter valid numbers for all inputs

Derivation

  1. Initial program 59.5

    \[-\frac{1}{\frac{\pi}{4}} \cdot \log \left(\frac{e^{\frac{\pi}{4} \cdot f} + e^{-\frac{\pi}{4} \cdot f}}{e^{\frac{\pi}{4} \cdot f} - e^{-\frac{\pi}{4} \cdot f}}\right)\]
  2. Taylor expanded around 0 2.4

    \[\leadsto -\frac{1}{\frac{\pi}{4}} \cdot \color{blue}{\left(\left(\log \left(\frac{4}{\pi}\right) + \frac{1}{48} \cdot \left({f}^{2} \cdot {\pi}^{2}\right)\right) - \left(\frac{7}{23040} \cdot \left({f}^{4} \cdot {\pi}^{4}\right) + \log f\right)\right)}\]
  3. Using strategy rm
  4. Applied associate-*l/2.4

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

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

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

Runtime

Time bar (total: 1.3m)Debug logProfile

BaselineHerbieOracleSpan%
Regimes2.42.41.70.70%
herbie shell --seed 2018274 
(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)))))))))