Average Error: 37.5 → 14.2
Time: 1.1m
Precision: 64
Internal Precision: 2368
\[\tan \left(x + \varepsilon\right) - \tan x\]
\[\begin{array}{l} \mathbf{if}\;\varepsilon \le -5.453678077661277 \cdot 10^{-14}:\\ \;\;\;\;\log \left(e^{\frac{\tan \varepsilon + \tan x}{1 - \tan \varepsilon \cdot \tan x} - \tan x}\right)\\ \mathbf{elif}\;\varepsilon \le 5.367924384521866 \cdot 10^{-22}:\\ \;\;\;\;\left(\varepsilon \cdot \varepsilon\right) \cdot \left(x + \varepsilon \cdot \frac{1}{3}\right) + \varepsilon\\ \mathbf{else}:\\ \;\;\;\;\frac{\tan \varepsilon + \tan x}{1 - \frac{\sin \varepsilon \cdot \sin x}{\cos x \cdot \cos \varepsilon}} - \tan x\\ \end{array}\]

Error

Bits error versus x

Bits error versus eps

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Your Program's Arguments

Results

Enter valid numbers for all inputs

Target

Original37.5
Target15.6
Herbie14.2
\[\frac{\sin \varepsilon}{\cos x \cdot \cos \left(x + \varepsilon\right)}\]

Derivation

  1. Split input into 3 regimes
  2. if eps < -5.453678077661277e-14

    1. Initial program 30.2

      \[\tan \left(x + \varepsilon\right) - \tan x\]
    2. Initial simplification30.2

      \[\leadsto \tan \left(\varepsilon + x\right) - \tan x\]
    3. Using strategy rm
    4. Applied tan-sum0.7

      \[\leadsto \color{blue}{\frac{\tan \varepsilon + \tan x}{1 - \tan \varepsilon \cdot \tan x}} - \tan x\]
    5. Using strategy rm
    6. Applied add-log-exp0.9

      \[\leadsto \frac{\tan \varepsilon + \tan x}{1 - \tan \varepsilon \cdot \tan x} - \color{blue}{\log \left(e^{\tan x}\right)}\]
    7. Applied add-log-exp1.5

      \[\leadsto \color{blue}{\log \left(e^{\frac{\tan \varepsilon + \tan x}{1 - \tan \varepsilon \cdot \tan x}}\right)} - \log \left(e^{\tan x}\right)\]
    8. Applied diff-log1.5

      \[\leadsto \color{blue}{\log \left(\frac{e^{\frac{\tan \varepsilon + \tan x}{1 - \tan \varepsilon \cdot \tan x}}}{e^{\tan x}}\right)}\]
    9. Simplified1.5

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

    if -5.453678077661277e-14 < eps < 5.367924384521866e-22

    1. Initial program 45.6

      \[\tan \left(x + \varepsilon\right) - \tan x\]
    2. Initial simplification45.6

      \[\leadsto \tan \left(\varepsilon + x\right) - \tan x\]
    3. Using strategy rm
    4. Applied tan-sum45.6

      \[\leadsto \color{blue}{\frac{\tan \varepsilon + \tan x}{1 - \tan \varepsilon \cdot \tan x}} - \tan x\]
    5. Taylor expanded around 0 28.7

      \[\leadsto \color{blue}{x \cdot {\varepsilon}^{2} + \left(\frac{1}{3} \cdot {\varepsilon}^{3} + \varepsilon\right)}\]
    6. Simplified28.7

      \[\leadsto \color{blue}{\varepsilon + \left(\varepsilon \cdot \varepsilon\right) \cdot \left(x + \frac{1}{3} \cdot \varepsilon\right)}\]

    if 5.367924384521866e-22 < eps

    1. Initial program 30.5

      \[\tan \left(x + \varepsilon\right) - \tan x\]
    2. Initial simplification30.5

      \[\leadsto \tan \left(\varepsilon + x\right) - \tan x\]
    3. Using strategy rm
    4. Applied tan-sum1.3

      \[\leadsto \color{blue}{\frac{\tan \varepsilon + \tan x}{1 - \tan \varepsilon \cdot \tan x}} - \tan x\]
    5. Taylor expanded around -inf 1.3

      \[\leadsto \frac{\tan \varepsilon + \tan x}{1 - \color{blue}{\frac{\sin x \cdot \sin \varepsilon}{\cos x \cdot \cos \varepsilon}}} - \tan x\]
  3. Recombined 3 regimes into one program.
  4. Final simplification14.2

    \[\leadsto \begin{array}{l} \mathbf{if}\;\varepsilon \le -5.453678077661277 \cdot 10^{-14}:\\ \;\;\;\;\log \left(e^{\frac{\tan \varepsilon + \tan x}{1 - \tan \varepsilon \cdot \tan x} - \tan x}\right)\\ \mathbf{elif}\;\varepsilon \le 5.367924384521866 \cdot 10^{-22}:\\ \;\;\;\;\left(\varepsilon \cdot \varepsilon\right) \cdot \left(x + \varepsilon \cdot \frac{1}{3}\right) + \varepsilon\\ \mathbf{else}:\\ \;\;\;\;\frac{\tan \varepsilon + \tan x}{1 - \frac{\sin \varepsilon \cdot \sin x}{\cos x \cdot \cos \varepsilon}} - \tan x\\ \end{array}\]

Runtime

Time bar (total: 1.1m)Debug logProfile

herbie shell --seed 2018234 
(FPCore (x eps)
  :name "2tan (problem 3.3.2)"

  :herbie-target
  (/ (sin eps) (* (cos x) (cos (+ x eps))))

  (- (tan (+ x eps)) (tan x)))