Average Error: 36.8 → 15.4
Time: 30.7s
Precision: 64
\[\tan \left(x + \varepsilon\right) - \tan x\]
\[\begin{array}{l} \mathbf{if}\;\varepsilon \le -5.547819297283335504428332134194072043683 \cdot 10^{-27}:\\ \;\;\;\;\frac{\cos x \cdot \left(\tan \varepsilon + \tan x\right) - \left(1 - \tan x \cdot \tan \varepsilon\right) \cdot \sin x}{\left(1 - \tan x \cdot \tan \varepsilon\right) \cdot \cos x}\\ \mathbf{elif}\;\varepsilon \le 3.432024878078755517709005585063122603554 \cdot 10^{-26}:\\ \;\;\;\;\mathsf{fma}\left(x \cdot \varepsilon, x + \varepsilon, \varepsilon\right)\\ \mathbf{else}:\\ \;\;\;\;\frac{{\left(\tan \varepsilon\right)}^{3} + {\left(\tan x\right)}^{3}}{\mathsf{fma}\left(\tan \varepsilon - \tan x, \tan \varepsilon, \tan x \cdot \tan x\right) \cdot \left(1 - \tan x \cdot \tan \varepsilon\right)} - \tan x\\ \end{array}\]
\tan \left(x + \varepsilon\right) - \tan x
\begin{array}{l}
\mathbf{if}\;\varepsilon \le -5.547819297283335504428332134194072043683 \cdot 10^{-27}:\\
\;\;\;\;\frac{\cos x \cdot \left(\tan \varepsilon + \tan x\right) - \left(1 - \tan x \cdot \tan \varepsilon\right) \cdot \sin x}{\left(1 - \tan x \cdot \tan \varepsilon\right) \cdot \cos x}\\

\mathbf{elif}\;\varepsilon \le 3.432024878078755517709005585063122603554 \cdot 10^{-26}:\\
\;\;\;\;\mathsf{fma}\left(x \cdot \varepsilon, x + \varepsilon, \varepsilon\right)\\

\mathbf{else}:\\
\;\;\;\;\frac{{\left(\tan \varepsilon\right)}^{3} + {\left(\tan x\right)}^{3}}{\mathsf{fma}\left(\tan \varepsilon - \tan x, \tan \varepsilon, \tan x \cdot \tan x\right) \cdot \left(1 - \tan x \cdot \tan \varepsilon\right)} - \tan x\\

\end{array}
double f(double x, double eps) {
        double r5544906 = x;
        double r5544907 = eps;
        double r5544908 = r5544906 + r5544907;
        double r5544909 = tan(r5544908);
        double r5544910 = tan(r5544906);
        double r5544911 = r5544909 - r5544910;
        return r5544911;
}

double f(double x, double eps) {
        double r5544912 = eps;
        double r5544913 = -5.5478192972833355e-27;
        bool r5544914 = r5544912 <= r5544913;
        double r5544915 = x;
        double r5544916 = cos(r5544915);
        double r5544917 = tan(r5544912);
        double r5544918 = tan(r5544915);
        double r5544919 = r5544917 + r5544918;
        double r5544920 = r5544916 * r5544919;
        double r5544921 = 1.0;
        double r5544922 = r5544918 * r5544917;
        double r5544923 = r5544921 - r5544922;
        double r5544924 = sin(r5544915);
        double r5544925 = r5544923 * r5544924;
        double r5544926 = r5544920 - r5544925;
        double r5544927 = r5544923 * r5544916;
        double r5544928 = r5544926 / r5544927;
        double r5544929 = 3.4320248780787555e-26;
        bool r5544930 = r5544912 <= r5544929;
        double r5544931 = r5544915 * r5544912;
        double r5544932 = r5544915 + r5544912;
        double r5544933 = fma(r5544931, r5544932, r5544912);
        double r5544934 = 3.0;
        double r5544935 = pow(r5544917, r5544934);
        double r5544936 = pow(r5544918, r5544934);
        double r5544937 = r5544935 + r5544936;
        double r5544938 = r5544917 - r5544918;
        double r5544939 = r5544918 * r5544918;
        double r5544940 = fma(r5544938, r5544917, r5544939);
        double r5544941 = r5544940 * r5544923;
        double r5544942 = r5544937 / r5544941;
        double r5544943 = r5544942 - r5544918;
        double r5544944 = r5544930 ? r5544933 : r5544943;
        double r5544945 = r5544914 ? r5544928 : r5544944;
        return r5544945;
}

Error

Bits error versus x

Bits error versus eps

Target

Original36.8
Target15.1
Herbie15.4
\[\frac{\sin \varepsilon}{\cos x \cdot \cos \left(x + \varepsilon\right)}\]

Derivation

  1. Split input into 3 regimes
  2. if eps < -5.5478192972833355e-27

    1. Initial program 29.4

      \[\tan \left(x + \varepsilon\right) - \tan x\]
    2. Using strategy rm
    3. Applied tan-quot29.2

      \[\leadsto \tan \left(x + \varepsilon\right) - \color{blue}{\frac{\sin x}{\cos x}}\]
    4. Applied tan-sum1.6

      \[\leadsto \color{blue}{\frac{\tan x + \tan \varepsilon}{1 - \tan x \cdot \tan \varepsilon}} - \frac{\sin x}{\cos x}\]
    5. Applied frac-sub1.7

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

    if -5.5478192972833355e-27 < eps < 3.4320248780787555e-26

    1. Initial program 45.1

      \[\tan \left(x + \varepsilon\right) - \tan x\]
    2. Taylor expanded around 0 31.4

      \[\leadsto \color{blue}{x \cdot {\varepsilon}^{2} + \left(\varepsilon + {x}^{2} \cdot \varepsilon\right)}\]
    3. Simplified31.2

      \[\leadsto \color{blue}{\mathsf{fma}\left(x \cdot \varepsilon, \varepsilon + x, \varepsilon\right)}\]

    if 3.4320248780787555e-26 < eps

    1. Initial program 30.1

      \[\tan \left(x + \varepsilon\right) - \tan x\]
    2. Using strategy rm
    3. Applied tan-sum1.9

      \[\leadsto \color{blue}{\frac{\tan x + \tan \varepsilon}{1 - \tan x \cdot \tan \varepsilon}} - \tan x\]
    4. Using strategy rm
    5. Applied flip3-+2.1

      \[\leadsto \frac{\color{blue}{\frac{{\left(\tan x\right)}^{3} + {\left(\tan \varepsilon\right)}^{3}}{\tan x \cdot \tan x + \left(\tan \varepsilon \cdot \tan \varepsilon - \tan x \cdot \tan \varepsilon\right)}}}{1 - \tan x \cdot \tan \varepsilon} - \tan x\]
    6. Applied associate-/l/2.1

      \[\leadsto \color{blue}{\frac{{\left(\tan x\right)}^{3} + {\left(\tan \varepsilon\right)}^{3}}{\left(1 - \tan x \cdot \tan \varepsilon\right) \cdot \left(\tan x \cdot \tan x + \left(\tan \varepsilon \cdot \tan \varepsilon - \tan x \cdot \tan \varepsilon\right)\right)}} - \tan x\]
    7. Simplified2.1

      \[\leadsto \frac{{\left(\tan x\right)}^{3} + {\left(\tan \varepsilon\right)}^{3}}{\color{blue}{\mathsf{fma}\left(\tan \varepsilon - \tan x, \tan \varepsilon, \tan x \cdot \tan x\right) \cdot \left(1 - \tan \varepsilon \cdot \tan x\right)}} - \tan x\]
  3. Recombined 3 regimes into one program.
  4. Final simplification15.4

    \[\leadsto \begin{array}{l} \mathbf{if}\;\varepsilon \le -5.547819297283335504428332134194072043683 \cdot 10^{-27}:\\ \;\;\;\;\frac{\cos x \cdot \left(\tan \varepsilon + \tan x\right) - \left(1 - \tan x \cdot \tan \varepsilon\right) \cdot \sin x}{\left(1 - \tan x \cdot \tan \varepsilon\right) \cdot \cos x}\\ \mathbf{elif}\;\varepsilon \le 3.432024878078755517709005585063122603554 \cdot 10^{-26}:\\ \;\;\;\;\mathsf{fma}\left(x \cdot \varepsilon, x + \varepsilon, \varepsilon\right)\\ \mathbf{else}:\\ \;\;\;\;\frac{{\left(\tan \varepsilon\right)}^{3} + {\left(\tan x\right)}^{3}}{\mathsf{fma}\left(\tan \varepsilon - \tan x, \tan \varepsilon, \tan x \cdot \tan x\right) \cdot \left(1 - \tan x \cdot \tan \varepsilon\right)} - \tan x\\ \end{array}\]

Reproduce

herbie shell --seed 2019172 +o rules:numerics
(FPCore (x eps)
  :name "2tan (problem 3.3.2)"

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

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