Average Error: 13.1 → 0.3
Time: 41.8s
Precision: 64
Internal Precision: 1344
\[x + \left(\tan \left(y + z\right) - \tan a\right)\]
\[\log \left(e^{x + \frac{1}{\frac{\cos a}{(\left(\tan y + \tan z\right) \cdot \left(\cos a\right) + \left(\sin a \cdot (\left(\tan y\right) \cdot \left(\tan z\right) + -1)_*\right))_*}} \cdot \frac{1}{1 - \tan y \cdot \tan z}}\right)\]

Error

Bits error versus x

Bits error versus y

Bits error versus z

Bits error versus a

Derivation

  1. Initial program 13.1

    \[x + \left(\tan \left(y + z\right) - \tan a\right)\]
  2. Using strategy rm
  3. Applied tan-quot13.1

    \[\leadsto x + \left(\tan \left(y + z\right) - \color{blue}{\frac{\sin a}{\cos a}}\right)\]
  4. Applied tan-sum0.2

    \[\leadsto x + \left(\color{blue}{\frac{\tan y + \tan z}{1 - \tan y \cdot \tan z}} - \frac{\sin a}{\cos a}\right)\]
  5. Applied frac-sub0.2

    \[\leadsto x + \color{blue}{\frac{\left(\tan y + \tan z\right) \cdot \cos a - \left(1 - \tan y \cdot \tan z\right) \cdot \sin a}{\left(1 - \tan y \cdot \tan z\right) \cdot \cos a}}\]
  6. Simplified0.2

    \[\leadsto x + \frac{\color{blue}{(\left(\tan y + \tan z\right) \cdot \left(\cos a\right) + \left((\left(\tan y\right) \cdot \left(\tan z\right) + -1)_* \cdot \sin a\right))_*}}{\left(1 - \tan y \cdot \tan z\right) \cdot \cos a}\]
  7. Using strategy rm
  8. Applied *-un-lft-identity0.2

    \[\leadsto x + \frac{\color{blue}{1 \cdot (\left(\tan y + \tan z\right) \cdot \left(\cos a\right) + \left((\left(\tan y\right) \cdot \left(\tan z\right) + -1)_* \cdot \sin a\right))_*}}{\left(1 - \tan y \cdot \tan z\right) \cdot \cos a}\]
  9. Applied times-frac0.2

    \[\leadsto x + \color{blue}{\frac{1}{1 - \tan y \cdot \tan z} \cdot \frac{(\left(\tan y + \tan z\right) \cdot \left(\cos a\right) + \left((\left(\tan y\right) \cdot \left(\tan z\right) + -1)_* \cdot \sin a\right))_*}{\cos a}}\]
  10. Using strategy rm
  11. Applied add-log-exp0.3

    \[\leadsto \color{blue}{\log \left(e^{x + \frac{1}{1 - \tan y \cdot \tan z} \cdot \frac{(\left(\tan y + \tan z\right) \cdot \left(\cos a\right) + \left((\left(\tan y\right) \cdot \left(\tan z\right) + -1)_* \cdot \sin a\right))_*}{\cos a}}\right)}\]
  12. Using strategy rm
  13. Applied clear-num0.3

    \[\leadsto \log \left(e^{x + \frac{1}{1 - \tan y \cdot \tan z} \cdot \color{blue}{\frac{1}{\frac{\cos a}{(\left(\tan y + \tan z\right) \cdot \left(\cos a\right) + \left((\left(\tan y\right) \cdot \left(\tan z\right) + -1)_* \cdot \sin a\right))_*}}}}\right)\]
  14. Final simplification0.3

    \[\leadsto \log \left(e^{x + \frac{1}{\frac{\cos a}{(\left(\tan y + \tan z\right) \cdot \left(\cos a\right) + \left(\sin a \cdot (\left(\tan y\right) \cdot \left(\tan z\right) + -1)_*\right))_*}} \cdot \frac{1}{1 - \tan y \cdot \tan z}}\right)\]

Runtime

Time bar (total: 41.8s)Debug logProfile

BaselineHerbieOracleSpan%
Regimes0.30.30.10.20%
herbie shell --seed 2018295 +o rules:numerics
(FPCore (x y z a)
  :name "(+ x (- (tan (+ y z)) (tan a)))"
  :pre (and (or (== x 0) (<= 0.5884142 x 505.5909)) (or (<= -1.796658e+308 y -9.425585e-310) (<= 1.284938e-309 y 1.751224e+308)) (or (<= -1.776707e+308 z -8.599796e-310) (<= 3.293145e-311 z 1.725154e+308)) (or (<= -1.796658e+308 a -9.425585e-310) (<= 1.284938e-309 a 1.751224e+308)))
  (+ x (- (tan (+ y z)) (tan a))))