Jmat.Real.erfi, branch x greater than or equal to 5

Percentage Accurate: 100.0% → 100.0%
Time: 8.9s
Alternatives: 9
Speedup: 1.2×

Specification

?
\[x \geq 0.5\]
\[\begin{array}{l} \\ \begin{array}{l} t_0 := \frac{1}{\left|x\right|}\\ t_1 := \left(t\_0 \cdot t\_0\right) \cdot t\_0\\ t_2 := \left(t\_1 \cdot t\_0\right) \cdot t\_0\\ \left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \left(\left(\left(t\_0 + \frac{1}{2} \cdot t\_1\right) + \frac{3}{4} \cdot t\_2\right) + \frac{15}{8} \cdot \left(\left(t\_2 \cdot t\_0\right) \cdot t\_0\right)\right) \end{array} \end{array} \]
(FPCore (x)
 :precision binary64
 (let* ((t_0 (/ 1.0 (fabs x)))
        (t_1 (* (* t_0 t_0) t_0))
        (t_2 (* (* t_1 t_0) t_0)))
   (*
    (* (/ 1.0 (sqrt (PI))) (exp (* (fabs x) (fabs x))))
    (+
     (+ (+ t_0 (* (/ 1.0 2.0) t_1)) (* (/ 3.0 4.0) t_2))
     (* (/ 15.0 8.0) (* (* t_2 t_0) t_0))))))
\begin{array}{l}

\\
\begin{array}{l}
t_0 := \frac{1}{\left|x\right|}\\
t_1 := \left(t\_0 \cdot t\_0\right) \cdot t\_0\\
t_2 := \left(t\_1 \cdot t\_0\right) \cdot t\_0\\
\left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \left(\left(\left(t\_0 + \frac{1}{2} \cdot t\_1\right) + \frac{3}{4} \cdot t\_2\right) + \frac{15}{8} \cdot \left(\left(t\_2 \cdot t\_0\right) \cdot t\_0\right)\right)
\end{array}
\end{array}

Sampling outcomes in binary64 precision:

Local Percentage Accuracy vs ?

The average percentage accuracy by input value. Horizontal axis shows value of an input variable; the variable is choosen in the title. Vertical axis is accuracy; higher is better. Red represent the original program, while blue represents Herbie's suggestion. These can be toggled with buttons below the plot. The line is an average while dots represent individual samples.

Accuracy vs Speed?

Herbie found 9 alternatives:

AlternativeAccuracySpeedup
The accuracy (vertical axis) and speed (horizontal axis) of each alternatives. Up and to the right is better. The red square shows the initial program, and each blue circle shows an alternative.The line shows the best available speed-accuracy tradeoffs.

Initial Program: 100.0% accurate, 1.0× speedup?

\[\begin{array}{l} \\ \begin{array}{l} t_0 := \frac{1}{\left|x\right|}\\ t_1 := \left(t\_0 \cdot t\_0\right) \cdot t\_0\\ t_2 := \left(t\_1 \cdot t\_0\right) \cdot t\_0\\ \left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \left(\left(\left(t\_0 + \frac{1}{2} \cdot t\_1\right) + \frac{3}{4} \cdot t\_2\right) + \frac{15}{8} \cdot \left(\left(t\_2 \cdot t\_0\right) \cdot t\_0\right)\right) \end{array} \end{array} \]
(FPCore (x)
 :precision binary64
 (let* ((t_0 (/ 1.0 (fabs x)))
        (t_1 (* (* t_0 t_0) t_0))
        (t_2 (* (* t_1 t_0) t_0)))
   (*
    (* (/ 1.0 (sqrt (PI))) (exp (* (fabs x) (fabs x))))
    (+
     (+ (+ t_0 (* (/ 1.0 2.0) t_1)) (* (/ 3.0 4.0) t_2))
     (* (/ 15.0 8.0) (* (* t_2 t_0) t_0))))))
\begin{array}{l}

\\
\begin{array}{l}
t_0 := \frac{1}{\left|x\right|}\\
t_1 := \left(t\_0 \cdot t\_0\right) \cdot t\_0\\
t_2 := \left(t\_1 \cdot t\_0\right) \cdot t\_0\\
\left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \left(\left(\left(t\_0 + \frac{1}{2} \cdot t\_1\right) + \frac{3}{4} \cdot t\_2\right) + \frac{15}{8} \cdot \left(\left(t\_2 \cdot t\_0\right) \cdot t\_0\right)\right)
\end{array}
\end{array}

Alternative 1: 100.0% accurate, 1.1× speedup?

\[\begin{array}{l} \\ \begin{array}{l} t_0 := \sqrt{\sqrt{\mathsf{PI}\left(\right)}}\\ \frac{e^{x \cdot x}}{t\_0 \cdot t\_0} \cdot \left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \end{array} \end{array} \]
(FPCore (x)
 :precision binary64
 (let* ((t_0 (sqrt (sqrt (PI)))))
   (*
    (/ (exp (* x x)) (* t_0 t_0))
    (-
     (- (/ (- (/ 0.5 (* x x)) -1.0) (fabs x)) (/ -1.875 (pow (fabs x) 7.0)))
     (/ -0.75 (pow (fabs x) 5.0))))))
\begin{array}{l}

\\
\begin{array}{l}
t_0 := \sqrt{\sqrt{\mathsf{PI}\left(\right)}}\\
\frac{e^{x \cdot x}}{t\_0 \cdot t\_0} \cdot \left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right)
\end{array}
\end{array}
Derivation
  1. Initial program 100.0%

    \[\left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \left(\left(\left(\frac{1}{\left|x\right|} + \frac{1}{2} \cdot \left(\left(\frac{1}{\left|x\right|} \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right)\right) + \frac{3}{4} \cdot \left(\left(\left(\left(\frac{1}{\left|x\right|} \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right)\right) + \frac{15}{8} \cdot \left(\left(\left(\left(\left(\left(\frac{1}{\left|x\right|} \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right)\right) \]
  2. Add Preprocessing
  3. Taylor expanded in x around 0

    \[\leadsto \left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \color{blue}{\left(\frac{3}{4} \cdot \frac{1}{{\left(\left|x\right|\right)}^{5}} + \left(\frac{15}{8} \cdot \frac{1}{{\left(\left|x\right|\right)}^{7}} + \left(\frac{1}{\left|x\right|} + \frac{1}{2} \cdot \frac{1}{{\left(\left|x\right|\right)}^{3}}\right)\right)\right)} \]
  4. Applied rewrites100.0%

    \[\leadsto \left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \color{blue}{\left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right)} \]
  5. Step-by-step derivation
    1. lift-*.f64N/A

      \[\leadsto \color{blue}{\left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right)} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    2. lift-/.f64N/A

      \[\leadsto \left(\color{blue}{\frac{1}{\sqrt{\mathsf{PI}\left(\right)}}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    3. associate-*l/N/A

      \[\leadsto \color{blue}{\frac{1 \cdot e^{\left|x\right| \cdot \left|x\right|}}{\sqrt{\mathsf{PI}\left(\right)}}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    4. *-lft-identityN/A

      \[\leadsto \frac{\color{blue}{e^{\left|x\right| \cdot \left|x\right|}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    5. lower-/.f64100.0

      \[\leadsto \color{blue}{\frac{e^{\left|x\right| \cdot \left|x\right|}}{\sqrt{\mathsf{PI}\left(\right)}}} \cdot \left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \]
    6. lift-exp.f64N/A

      \[\leadsto \frac{\color{blue}{e^{\left|x\right| \cdot \left|x\right|}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    7. lift-*.f64N/A

      \[\leadsto \frac{e^{\color{blue}{\left|x\right| \cdot \left|x\right|}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    8. lift-fabs.f64N/A

      \[\leadsto \frac{e^{\color{blue}{\left|x\right|} \cdot \left|x\right|}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    9. lift-fabs.f64N/A

      \[\leadsto \frac{e^{\left|x\right| \cdot \color{blue}{\left|x\right|}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    10. sqr-abs-revN/A

      \[\leadsto \frac{e^{\color{blue}{x \cdot x}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    11. pow-expN/A

      \[\leadsto \frac{\color{blue}{{\left(e^{x}\right)}^{x}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    12. lift-exp.f64N/A

      \[\leadsto \frac{{\color{blue}{\left(e^{x}\right)}}^{x}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    13. lift-pow.f64100.0

      \[\leadsto \frac{\color{blue}{{\left(e^{x}\right)}^{x}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \]
  6. Applied rewrites100.0%

    \[\leadsto \color{blue}{\frac{{\left(e^{x}\right)}^{x}}{\sqrt{\mathsf{PI}\left(\right)}}} \cdot \left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \]
  7. Step-by-step derivation
    1. lift-pow.f64N/A

      \[\leadsto \frac{\color{blue}{{\left(e^{x}\right)}^{x}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    2. lift-exp.f64N/A

      \[\leadsto \frac{{\color{blue}{\left(e^{x}\right)}}^{x}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    3. pow-expN/A

      \[\leadsto \frac{\color{blue}{e^{x \cdot x}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    4. lift-*.f64N/A

      \[\leadsto \frac{e^{\color{blue}{x \cdot x}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    5. lift-exp.f64100.0

      \[\leadsto \frac{\color{blue}{e^{x \cdot x}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \]
  8. Applied rewrites100.0%

    \[\leadsto \frac{\color{blue}{e^{x \cdot x}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \]
  9. Step-by-step derivation
    1. lift-sqrt.f64N/A

      \[\leadsto \frac{e^{x \cdot x}}{\color{blue}{\sqrt{\mathsf{PI}\left(\right)}}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    2. lift-PI.f64N/A

      \[\leadsto \frac{e^{x \cdot x}}{\sqrt{\color{blue}{\mathsf{PI}\left(\right)}}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    3. lift-PI.f64N/A

      \[\leadsto \frac{e^{x \cdot x}}{\sqrt{\color{blue}{\mathsf{PI}\left(\right)}}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    4. rem-square-sqrtN/A

      \[\leadsto \frac{e^{x \cdot x}}{\sqrt{\color{blue}{\sqrt{\mathsf{PI}\left(\right)} \cdot \sqrt{\mathsf{PI}\left(\right)}}}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    5. lift-sqrt.f64N/A

      \[\leadsto \frac{e^{x \cdot x}}{\sqrt{\color{blue}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \sqrt{\mathsf{PI}\left(\right)}}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    6. lift-sqrt.f64N/A

      \[\leadsto \frac{e^{x \cdot x}}{\sqrt{\sqrt{\mathsf{PI}\left(\right)} \cdot \color{blue}{\sqrt{\mathsf{PI}\left(\right)}}}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    7. sqrt-prodN/A

      \[\leadsto \frac{e^{x \cdot x}}{\color{blue}{\sqrt{\sqrt{\mathsf{PI}\left(\right)}} \cdot \sqrt{\sqrt{\mathsf{PI}\left(\right)}}}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    8. lower-*.f64N/A

      \[\leadsto \frac{e^{x \cdot x}}{\color{blue}{\sqrt{\sqrt{\mathsf{PI}\left(\right)}} \cdot \sqrt{\sqrt{\mathsf{PI}\left(\right)}}}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    9. lower-sqrt.f64N/A

      \[\leadsto \frac{e^{x \cdot x}}{\color{blue}{\sqrt{\sqrt{\mathsf{PI}\left(\right)}}} \cdot \sqrt{\sqrt{\mathsf{PI}\left(\right)}}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    10. lower-sqrt.f64100.0

      \[\leadsto \frac{e^{x \cdot x}}{\sqrt{\sqrt{\mathsf{PI}\left(\right)}} \cdot \color{blue}{\sqrt{\sqrt{\mathsf{PI}\left(\right)}}}} \cdot \left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \]
  10. Applied rewrites100.0%

    \[\leadsto \frac{e^{x \cdot x}}{\color{blue}{\sqrt{\sqrt{\mathsf{PI}\left(\right)}} \cdot \sqrt{\sqrt{\mathsf{PI}\left(\right)}}}} \cdot \left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \]
  11. Add Preprocessing

Alternative 2: 100.0% accurate, 1.2× speedup?

\[\begin{array}{l} \\ \frac{e^{x \cdot x}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \end{array} \]
(FPCore (x)
 :precision binary64
 (*
  (/ (exp (* x x)) (sqrt (PI)))
  (-
   (- (/ (- (/ 0.5 (* x x)) -1.0) (fabs x)) (/ -1.875 (pow (fabs x) 7.0)))
   (/ -0.75 (pow (fabs x) 5.0)))))
\begin{array}{l}

\\
\frac{e^{x \cdot x}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right)
\end{array}
Derivation
  1. Initial program 100.0%

    \[\left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \left(\left(\left(\frac{1}{\left|x\right|} + \frac{1}{2} \cdot \left(\left(\frac{1}{\left|x\right|} \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right)\right) + \frac{3}{4} \cdot \left(\left(\left(\left(\frac{1}{\left|x\right|} \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right)\right) + \frac{15}{8} \cdot \left(\left(\left(\left(\left(\left(\frac{1}{\left|x\right|} \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right)\right) \]
  2. Add Preprocessing
  3. Taylor expanded in x around 0

    \[\leadsto \left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \color{blue}{\left(\frac{3}{4} \cdot \frac{1}{{\left(\left|x\right|\right)}^{5}} + \left(\frac{15}{8} \cdot \frac{1}{{\left(\left|x\right|\right)}^{7}} + \left(\frac{1}{\left|x\right|} + \frac{1}{2} \cdot \frac{1}{{\left(\left|x\right|\right)}^{3}}\right)\right)\right)} \]
  4. Applied rewrites100.0%

    \[\leadsto \left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \color{blue}{\left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right)} \]
  5. Step-by-step derivation
    1. lift-*.f64N/A

      \[\leadsto \color{blue}{\left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right)} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    2. lift-/.f64N/A

      \[\leadsto \left(\color{blue}{\frac{1}{\sqrt{\mathsf{PI}\left(\right)}}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    3. associate-*l/N/A

      \[\leadsto \color{blue}{\frac{1 \cdot e^{\left|x\right| \cdot \left|x\right|}}{\sqrt{\mathsf{PI}\left(\right)}}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    4. *-lft-identityN/A

      \[\leadsto \frac{\color{blue}{e^{\left|x\right| \cdot \left|x\right|}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    5. lower-/.f64100.0

      \[\leadsto \color{blue}{\frac{e^{\left|x\right| \cdot \left|x\right|}}{\sqrt{\mathsf{PI}\left(\right)}}} \cdot \left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \]
    6. lift-exp.f64N/A

      \[\leadsto \frac{\color{blue}{e^{\left|x\right| \cdot \left|x\right|}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    7. lift-*.f64N/A

      \[\leadsto \frac{e^{\color{blue}{\left|x\right| \cdot \left|x\right|}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    8. lift-fabs.f64N/A

      \[\leadsto \frac{e^{\color{blue}{\left|x\right|} \cdot \left|x\right|}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    9. lift-fabs.f64N/A

      \[\leadsto \frac{e^{\left|x\right| \cdot \color{blue}{\left|x\right|}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    10. sqr-abs-revN/A

      \[\leadsto \frac{e^{\color{blue}{x \cdot x}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    11. pow-expN/A

      \[\leadsto \frac{\color{blue}{{\left(e^{x}\right)}^{x}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    12. lift-exp.f64N/A

      \[\leadsto \frac{{\color{blue}{\left(e^{x}\right)}}^{x}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    13. lift-pow.f64100.0

      \[\leadsto \frac{\color{blue}{{\left(e^{x}\right)}^{x}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \]
  6. Applied rewrites100.0%

    \[\leadsto \color{blue}{\frac{{\left(e^{x}\right)}^{x}}{\sqrt{\mathsf{PI}\left(\right)}}} \cdot \left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \]
  7. Step-by-step derivation
    1. lift-pow.f64N/A

      \[\leadsto \frac{\color{blue}{{\left(e^{x}\right)}^{x}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    2. lift-exp.f64N/A

      \[\leadsto \frac{{\color{blue}{\left(e^{x}\right)}}^{x}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    3. pow-expN/A

      \[\leadsto \frac{\color{blue}{e^{x \cdot x}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    4. lift-*.f64N/A

      \[\leadsto \frac{e^{\color{blue}{x \cdot x}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    5. lift-exp.f64100.0

      \[\leadsto \frac{\color{blue}{e^{x \cdot x}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \]
  8. Applied rewrites100.0%

    \[\leadsto \frac{\color{blue}{e^{x \cdot x}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \]
  9. Add Preprocessing

Alternative 3: 99.6% accurate, 1.2× speedup?

\[\begin{array}{l} \\ \frac{e^{x \cdot x}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \end{array} \]
(FPCore (x)
 :precision binary64
 (*
  (/ (exp (* x x)) (sqrt (PI)))
  (-
   (- (/ 1.0 (fabs x)) (/ -1.875 (pow (fabs x) 7.0)))
   (/ -0.75 (pow (fabs x) 5.0)))))
\begin{array}{l}

\\
\frac{e^{x \cdot x}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right)
\end{array}
Derivation
  1. Initial program 100.0%

    \[\left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \left(\left(\left(\frac{1}{\left|x\right|} + \frac{1}{2} \cdot \left(\left(\frac{1}{\left|x\right|} \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right)\right) + \frac{3}{4} \cdot \left(\left(\left(\left(\frac{1}{\left|x\right|} \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right)\right) + \frac{15}{8} \cdot \left(\left(\left(\left(\left(\left(\frac{1}{\left|x\right|} \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right)\right) \]
  2. Add Preprocessing
  3. Taylor expanded in x around 0

    \[\leadsto \left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \color{blue}{\left(\frac{3}{4} \cdot \frac{1}{{\left(\left|x\right|\right)}^{5}} + \left(\frac{15}{8} \cdot \frac{1}{{\left(\left|x\right|\right)}^{7}} + \left(\frac{1}{\left|x\right|} + \frac{1}{2} \cdot \frac{1}{{\left(\left|x\right|\right)}^{3}}\right)\right)\right)} \]
  4. Applied rewrites100.0%

    \[\leadsto \left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \color{blue}{\left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right)} \]
  5. Step-by-step derivation
    1. lift-*.f64N/A

      \[\leadsto \color{blue}{\left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right)} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    2. lift-/.f64N/A

      \[\leadsto \left(\color{blue}{\frac{1}{\sqrt{\mathsf{PI}\left(\right)}}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    3. associate-*l/N/A

      \[\leadsto \color{blue}{\frac{1 \cdot e^{\left|x\right| \cdot \left|x\right|}}{\sqrt{\mathsf{PI}\left(\right)}}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    4. *-lft-identityN/A

      \[\leadsto \frac{\color{blue}{e^{\left|x\right| \cdot \left|x\right|}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    5. lower-/.f64100.0

      \[\leadsto \color{blue}{\frac{e^{\left|x\right| \cdot \left|x\right|}}{\sqrt{\mathsf{PI}\left(\right)}}} \cdot \left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \]
    6. lift-exp.f64N/A

      \[\leadsto \frac{\color{blue}{e^{\left|x\right| \cdot \left|x\right|}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    7. lift-*.f64N/A

      \[\leadsto \frac{e^{\color{blue}{\left|x\right| \cdot \left|x\right|}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    8. lift-fabs.f64N/A

      \[\leadsto \frac{e^{\color{blue}{\left|x\right|} \cdot \left|x\right|}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    9. lift-fabs.f64N/A

      \[\leadsto \frac{e^{\left|x\right| \cdot \color{blue}{\left|x\right|}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    10. sqr-abs-revN/A

      \[\leadsto \frac{e^{\color{blue}{x \cdot x}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    11. pow-expN/A

      \[\leadsto \frac{\color{blue}{{\left(e^{x}\right)}^{x}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    12. lift-exp.f64N/A

      \[\leadsto \frac{{\color{blue}{\left(e^{x}\right)}}^{x}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    13. lift-pow.f64100.0

      \[\leadsto \frac{\color{blue}{{\left(e^{x}\right)}^{x}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \]
  6. Applied rewrites100.0%

    \[\leadsto \color{blue}{\frac{{\left(e^{x}\right)}^{x}}{\sqrt{\mathsf{PI}\left(\right)}}} \cdot \left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \]
  7. Step-by-step derivation
    1. lift-pow.f64N/A

      \[\leadsto \frac{\color{blue}{{\left(e^{x}\right)}^{x}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    2. lift-exp.f64N/A

      \[\leadsto \frac{{\color{blue}{\left(e^{x}\right)}}^{x}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    3. pow-expN/A

      \[\leadsto \frac{\color{blue}{e^{x \cdot x}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    4. lift-*.f64N/A

      \[\leadsto \frac{e^{\color{blue}{x \cdot x}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
    5. lift-exp.f64100.0

      \[\leadsto \frac{\color{blue}{e^{x \cdot x}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \]
  8. Applied rewrites100.0%

    \[\leadsto \frac{\color{blue}{e^{x \cdot x}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \]
  9. Taylor expanded in x around inf

    \[\leadsto \frac{e^{x \cdot x}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
  10. Step-by-step derivation
    1. Applied rewrites99.7%

      \[\leadsto \frac{e^{x \cdot x}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \]
    2. Add Preprocessing

    Alternative 4: 99.5% accurate, 1.5× speedup?

    \[\begin{array}{l} \\ \begin{array}{l} t_0 := \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\\ t_1 := \sqrt{\mathsf{PI}\left(\right)}\\ \mathbf{if}\;x \leq 2 \cdot 10^{+77}:\\ \;\;\;\;\left(\frac{1}{t\_1} \cdot e^{x \cdot x}\right) \cdot \left(\frac{0.5}{\left(x \cdot x\right) \cdot x} - t\_0\right)\\ \mathbf{else}:\\ \;\;\;\;\frac{\mathsf{fma}\left(\mathsf{fma}\left(x \cdot x, 0.5, 1\right), x \cdot x, 1\right)}{t\_1} \cdot \left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - t\_0\right)\\ \end{array} \end{array} \]
    (FPCore (x)
     :precision binary64
     (let* ((t_0 (/ -0.75 (pow (fabs x) 5.0))) (t_1 (sqrt (PI))))
       (if (<= x 2e+77)
         (* (* (/ 1.0 t_1) (exp (* x x))) (- (/ 0.5 (* (* x x) x)) t_0))
         (*
          (/ (fma (fma (* x x) 0.5 1.0) (* x x) 1.0) t_1)
          (-
           (- (/ (- (/ 0.5 (* x x)) -1.0) (fabs x)) (/ -1.875 (pow (fabs x) 7.0)))
           t_0)))))
    \begin{array}{l}
    
    \\
    \begin{array}{l}
    t_0 := \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\\
    t_1 := \sqrt{\mathsf{PI}\left(\right)}\\
    \mathbf{if}\;x \leq 2 \cdot 10^{+77}:\\
    \;\;\;\;\left(\frac{1}{t\_1} \cdot e^{x \cdot x}\right) \cdot \left(\frac{0.5}{\left(x \cdot x\right) \cdot x} - t\_0\right)\\
    
    \mathbf{else}:\\
    \;\;\;\;\frac{\mathsf{fma}\left(\mathsf{fma}\left(x \cdot x, 0.5, 1\right), x \cdot x, 1\right)}{t\_1} \cdot \left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - t\_0\right)\\
    
    
    \end{array}
    \end{array}
    
    Derivation
    1. Split input into 2 regimes
    2. if x < 1.99999999999999997e77

      1. Initial program 100.0%

        \[\left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \left(\left(\left(\frac{1}{\left|x\right|} + \frac{1}{2} \cdot \left(\left(\frac{1}{\left|x\right|} \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right)\right) + \frac{3}{4} \cdot \left(\left(\left(\left(\frac{1}{\left|x\right|} \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right)\right) + \frac{15}{8} \cdot \left(\left(\left(\left(\left(\left(\frac{1}{\left|x\right|} \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right)\right) \]
      2. Add Preprocessing
      3. Taylor expanded in x around 0

        \[\leadsto \left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \color{blue}{\left(\frac{3}{4} \cdot \frac{1}{{\left(\left|x\right|\right)}^{5}} + \left(\frac{15}{8} \cdot \frac{1}{{\left(\left|x\right|\right)}^{7}} + \left(\frac{1}{\left|x\right|} + \frac{1}{2} \cdot \frac{1}{{\left(\left|x\right|\right)}^{3}}\right)\right)\right)} \]
      4. Applied rewrites100.0%

        \[\leadsto \left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \color{blue}{\left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right)} \]
      5. Taylor expanded in x around 0

        \[\leadsto \left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \left(\frac{\frac{1}{2}}{{x}^{2} \cdot \left|x\right|} - \frac{\color{blue}{\frac{-3}{4}}}{{\left(\left|x\right|\right)}^{5}}\right) \]
      6. Step-by-step derivation
        1. Applied rewrites98.8%

          \[\leadsto \left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \left(\frac{0.5}{{\left(\left|x\right|\right)}^{3}} - \frac{\color{blue}{-0.75}}{{\left(\left|x\right|\right)}^{5}}\right) \]
        2. Step-by-step derivation
          1. Applied rewrites98.8%

            \[\leadsto \left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \left(\frac{0.5}{\left(x \cdot x\right) \cdot x} - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \]

          if 1.99999999999999997e77 < x

          1. Initial program 100.0%

            \[\left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \left(\left(\left(\frac{1}{\left|x\right|} + \frac{1}{2} \cdot \left(\left(\frac{1}{\left|x\right|} \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right)\right) + \frac{3}{4} \cdot \left(\left(\left(\left(\frac{1}{\left|x\right|} \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right)\right) + \frac{15}{8} \cdot \left(\left(\left(\left(\left(\left(\frac{1}{\left|x\right|} \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right)\right) \]
          2. Add Preprocessing
          3. Taylor expanded in x around 0

            \[\leadsto \left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \color{blue}{\left(\frac{3}{4} \cdot \frac{1}{{\left(\left|x\right|\right)}^{5}} + \left(\frac{15}{8} \cdot \frac{1}{{\left(\left|x\right|\right)}^{7}} + \left(\frac{1}{\left|x\right|} + \frac{1}{2} \cdot \frac{1}{{\left(\left|x\right|\right)}^{3}}\right)\right)\right)} \]
          4. Applied rewrites100.0%

            \[\leadsto \left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \color{blue}{\left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right)} \]
          5. Step-by-step derivation
            1. lift-*.f64N/A

              \[\leadsto \color{blue}{\left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right)} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
            2. lift-/.f64N/A

              \[\leadsto \left(\color{blue}{\frac{1}{\sqrt{\mathsf{PI}\left(\right)}}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
            3. associate-*l/N/A

              \[\leadsto \color{blue}{\frac{1 \cdot e^{\left|x\right| \cdot \left|x\right|}}{\sqrt{\mathsf{PI}\left(\right)}}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
            4. *-lft-identityN/A

              \[\leadsto \frac{\color{blue}{e^{\left|x\right| \cdot \left|x\right|}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
            5. lower-/.f64100.0

              \[\leadsto \color{blue}{\frac{e^{\left|x\right| \cdot \left|x\right|}}{\sqrt{\mathsf{PI}\left(\right)}}} \cdot \left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \]
            6. lift-exp.f64N/A

              \[\leadsto \frac{\color{blue}{e^{\left|x\right| \cdot \left|x\right|}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
            7. lift-*.f64N/A

              \[\leadsto \frac{e^{\color{blue}{\left|x\right| \cdot \left|x\right|}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
            8. lift-fabs.f64N/A

              \[\leadsto \frac{e^{\color{blue}{\left|x\right|} \cdot \left|x\right|}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
            9. lift-fabs.f64N/A

              \[\leadsto \frac{e^{\left|x\right| \cdot \color{blue}{\left|x\right|}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
            10. sqr-abs-revN/A

              \[\leadsto \frac{e^{\color{blue}{x \cdot x}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
            11. pow-expN/A

              \[\leadsto \frac{\color{blue}{{\left(e^{x}\right)}^{x}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
            12. lift-exp.f64N/A

              \[\leadsto \frac{{\color{blue}{\left(e^{x}\right)}}^{x}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
            13. lift-pow.f64100.0

              \[\leadsto \frac{\color{blue}{{\left(e^{x}\right)}^{x}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \]
          6. Applied rewrites100.0%

            \[\leadsto \color{blue}{\frac{{\left(e^{x}\right)}^{x}}{\sqrt{\mathsf{PI}\left(\right)}}} \cdot \left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \]
          7. Taylor expanded in x around 0

            \[\leadsto \frac{\color{blue}{1 + {x}^{2} \cdot \left(1 + \frac{1}{2} \cdot {x}^{2}\right)}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
          8. Step-by-step derivation
            1. Applied rewrites100.0%

              \[\leadsto \frac{\color{blue}{\mathsf{fma}\left(\mathsf{fma}\left(x \cdot x, 0.5, 1\right), x \cdot x, 1\right)}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \]
          9. Recombined 2 regimes into one program.
          10. Final simplification99.7%

            \[\leadsto \begin{array}{l} \mathbf{if}\;x \leq 2 \cdot 10^{+77}:\\ \;\;\;\;\left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{x \cdot x}\right) \cdot \left(\frac{0.5}{\left(x \cdot x\right) \cdot x} - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right)\\ \mathbf{else}:\\ \;\;\;\;\frac{\mathsf{fma}\left(\mathsf{fma}\left(x \cdot x, 0.5, 1\right), x \cdot x, 1\right)}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right)\\ \end{array} \]
          11. Add Preprocessing

          Alternative 5: 84.8% accurate, 1.5× speedup?

          \[\begin{array}{l} \\ \begin{array}{l} t_0 := \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\\ t_1 := \sqrt{\mathsf{PI}\left(\right)}\\ \mathbf{if}\;x \leq 6 \cdot 10^{+107}:\\ \;\;\;\;\left(\frac{1}{t\_1} \cdot e^{x \cdot x}\right) \cdot \left(\frac{\frac{0.5}{\left|x\right|}}{x \cdot x} - t\_0\right)\\ \mathbf{else}:\\ \;\;\;\;\frac{\mathsf{fma}\left(x, x, 1\right)}{t\_1} \cdot \left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - t\_0\right)\\ \end{array} \end{array} \]
          (FPCore (x)
           :precision binary64
           (let* ((t_0 (/ -0.75 (pow (fabs x) 5.0))) (t_1 (sqrt (PI))))
             (if (<= x 6e+107)
               (* (* (/ 1.0 t_1) (exp (* x x))) (- (/ (/ 0.5 (fabs x)) (* x x)) t_0))
               (*
                (/ (fma x x 1.0) t_1)
                (-
                 (- (/ (- (/ 0.5 (* x x)) -1.0) (fabs x)) (/ -1.875 (pow (fabs x) 7.0)))
                 t_0)))))
          \begin{array}{l}
          
          \\
          \begin{array}{l}
          t_0 := \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\\
          t_1 := \sqrt{\mathsf{PI}\left(\right)}\\
          \mathbf{if}\;x \leq 6 \cdot 10^{+107}:\\
          \;\;\;\;\left(\frac{1}{t\_1} \cdot e^{x \cdot x}\right) \cdot \left(\frac{\frac{0.5}{\left|x\right|}}{x \cdot x} - t\_0\right)\\
          
          \mathbf{else}:\\
          \;\;\;\;\frac{\mathsf{fma}\left(x, x, 1\right)}{t\_1} \cdot \left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - t\_0\right)\\
          
          
          \end{array}
          \end{array}
          
          Derivation
          1. Split input into 2 regimes
          2. if x < 6.00000000000000046e107

            1. Initial program 100.0%

              \[\left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \left(\left(\left(\frac{1}{\left|x\right|} + \frac{1}{2} \cdot \left(\left(\frac{1}{\left|x\right|} \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right)\right) + \frac{3}{4} \cdot \left(\left(\left(\left(\frac{1}{\left|x\right|} \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right)\right) + \frac{15}{8} \cdot \left(\left(\left(\left(\left(\left(\frac{1}{\left|x\right|} \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right)\right) \]
            2. Add Preprocessing
            3. Taylor expanded in x around 0

              \[\leadsto \left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \color{blue}{\left(\frac{3}{4} \cdot \frac{1}{{\left(\left|x\right|\right)}^{5}} + \left(\frac{15}{8} \cdot \frac{1}{{\left(\left|x\right|\right)}^{7}} + \left(\frac{1}{\left|x\right|} + \frac{1}{2} \cdot \frac{1}{{\left(\left|x\right|\right)}^{3}}\right)\right)\right)} \]
            4. Applied rewrites100.0%

              \[\leadsto \left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \color{blue}{\left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right)} \]
            5. Taylor expanded in x around 0

              \[\leadsto \left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \left(\frac{\frac{1}{2}}{{x}^{2} \cdot \left|x\right|} - \frac{\color{blue}{\frac{-3}{4}}}{{\left(\left|x\right|\right)}^{5}}\right) \]
            6. Step-by-step derivation
              1. Applied rewrites91.7%

                \[\leadsto \left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \left(\frac{0.5}{{\left(\left|x\right|\right)}^{3}} - \frac{\color{blue}{-0.75}}{{\left(\left|x\right|\right)}^{5}}\right) \]
              2. Step-by-step derivation
                1. Applied rewrites99.1%

                  \[\leadsto \left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \left(\frac{\frac{0.5}{\left|x\right|}}{x \cdot x} - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \]

                if 6.00000000000000046e107 < x

                1. Initial program 100.0%

                  \[\left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \left(\left(\left(\frac{1}{\left|x\right|} + \frac{1}{2} \cdot \left(\left(\frac{1}{\left|x\right|} \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right)\right) + \frac{3}{4} \cdot \left(\left(\left(\left(\frac{1}{\left|x\right|} \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right)\right) + \frac{15}{8} \cdot \left(\left(\left(\left(\left(\left(\frac{1}{\left|x\right|} \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right)\right) \]
                2. Add Preprocessing
                3. Taylor expanded in x around 0

                  \[\leadsto \left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \color{blue}{\left(\frac{3}{4} \cdot \frac{1}{{\left(\left|x\right|\right)}^{5}} + \left(\frac{15}{8} \cdot \frac{1}{{\left(\left|x\right|\right)}^{7}} + \left(\frac{1}{\left|x\right|} + \frac{1}{2} \cdot \frac{1}{{\left(\left|x\right|\right)}^{3}}\right)\right)\right)} \]
                4. Applied rewrites100.0%

                  \[\leadsto \left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \color{blue}{\left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right)} \]
                5. Step-by-step derivation
                  1. lift-*.f64N/A

                    \[\leadsto \color{blue}{\left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right)} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
                  2. lift-/.f64N/A

                    \[\leadsto \left(\color{blue}{\frac{1}{\sqrt{\mathsf{PI}\left(\right)}}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
                  3. associate-*l/N/A

                    \[\leadsto \color{blue}{\frac{1 \cdot e^{\left|x\right| \cdot \left|x\right|}}{\sqrt{\mathsf{PI}\left(\right)}}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
                  4. *-lft-identityN/A

                    \[\leadsto \frac{\color{blue}{e^{\left|x\right| \cdot \left|x\right|}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
                  5. lower-/.f64100.0

                    \[\leadsto \color{blue}{\frac{e^{\left|x\right| \cdot \left|x\right|}}{\sqrt{\mathsf{PI}\left(\right)}}} \cdot \left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \]
                  6. lift-exp.f64N/A

                    \[\leadsto \frac{\color{blue}{e^{\left|x\right| \cdot \left|x\right|}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
                  7. lift-*.f64N/A

                    \[\leadsto \frac{e^{\color{blue}{\left|x\right| \cdot \left|x\right|}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
                  8. lift-fabs.f64N/A

                    \[\leadsto \frac{e^{\color{blue}{\left|x\right|} \cdot \left|x\right|}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
                  9. lift-fabs.f64N/A

                    \[\leadsto \frac{e^{\left|x\right| \cdot \color{blue}{\left|x\right|}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
                  10. sqr-abs-revN/A

                    \[\leadsto \frac{e^{\color{blue}{x \cdot x}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
                  11. pow-expN/A

                    \[\leadsto \frac{\color{blue}{{\left(e^{x}\right)}^{x}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
                  12. lift-exp.f64N/A

                    \[\leadsto \frac{{\color{blue}{\left(e^{x}\right)}}^{x}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
                  13. lift-pow.f64100.0

                    \[\leadsto \frac{\color{blue}{{\left(e^{x}\right)}^{x}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \]
                6. Applied rewrites100.0%

                  \[\leadsto \color{blue}{\frac{{\left(e^{x}\right)}^{x}}{\sqrt{\mathsf{PI}\left(\right)}}} \cdot \left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \]
                7. Taylor expanded in x around 0

                  \[\leadsto \frac{\color{blue}{1 + {x}^{2}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
                8. Step-by-step derivation
                  1. Applied rewrites79.3%

                    \[\leadsto \frac{\color{blue}{\mathsf{fma}\left(x, x, 1\right)}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \]
                9. Recombined 2 regimes into one program.
                10. Final simplification86.6%

                  \[\leadsto \begin{array}{l} \mathbf{if}\;x \leq 6 \cdot 10^{+107}:\\ \;\;\;\;\left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{x \cdot x}\right) \cdot \left(\frac{\frac{0.5}{\left|x\right|}}{x \cdot x} - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right)\\ \mathbf{else}:\\ \;\;\;\;\frac{\mathsf{fma}\left(x, x, 1\right)}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right)\\ \end{array} \]
                11. Add Preprocessing

                Alternative 6: 35.3% accurate, 1.6× speedup?

                \[\begin{array}{l} \\ \left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{x \cdot x}\right) \cdot \left(\frac{\frac{0.5}{\left|x\right|}}{x \cdot x} - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \end{array} \]
                (FPCore (x)
                 :precision binary64
                 (*
                  (* (/ 1.0 (sqrt (PI))) (exp (* x x)))
                  (- (/ (/ 0.5 (fabs x)) (* x x)) (/ -0.75 (pow (fabs x) 5.0)))))
                \begin{array}{l}
                
                \\
                \left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{x \cdot x}\right) \cdot \left(\frac{\frac{0.5}{\left|x\right|}}{x \cdot x} - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right)
                \end{array}
                
                Derivation
                1. Initial program 100.0%

                  \[\left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \left(\left(\left(\frac{1}{\left|x\right|} + \frac{1}{2} \cdot \left(\left(\frac{1}{\left|x\right|} \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right)\right) + \frac{3}{4} \cdot \left(\left(\left(\left(\frac{1}{\left|x\right|} \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right)\right) + \frac{15}{8} \cdot \left(\left(\left(\left(\left(\left(\frac{1}{\left|x\right|} \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right)\right) \]
                2. Add Preprocessing
                3. Taylor expanded in x around 0

                  \[\leadsto \left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \color{blue}{\left(\frac{3}{4} \cdot \frac{1}{{\left(\left|x\right|\right)}^{5}} + \left(\frac{15}{8} \cdot \frac{1}{{\left(\left|x\right|\right)}^{7}} + \left(\frac{1}{\left|x\right|} + \frac{1}{2} \cdot \frac{1}{{\left(\left|x\right|\right)}^{3}}\right)\right)\right)} \]
                4. Applied rewrites100.0%

                  \[\leadsto \left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \color{blue}{\left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right)} \]
                5. Taylor expanded in x around 0

                  \[\leadsto \left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \left(\frac{\frac{1}{2}}{{x}^{2} \cdot \left|x\right|} - \frac{\color{blue}{\frac{-3}{4}}}{{\left(\left|x\right|\right)}^{5}}\right) \]
                6. Step-by-step derivation
                  1. Applied rewrites33.7%

                    \[\leadsto \left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \left(\frac{0.5}{{\left(\left|x\right|\right)}^{3}} - \frac{\color{blue}{-0.75}}{{\left(\left|x\right|\right)}^{5}}\right) \]
                  2. Step-by-step derivation
                    1. Applied rewrites36.4%

                      \[\leadsto \left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \left(\frac{\frac{0.5}{\left|x\right|}}{x \cdot x} - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \]
                    2. Final simplification36.4%

                      \[\leadsto \left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{x \cdot x}\right) \cdot \left(\frac{\frac{0.5}{\left|x\right|}}{x \cdot x} - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \]
                    3. Add Preprocessing

                    Alternative 7: 33.5% accurate, 1.7× speedup?

                    \[\begin{array}{l} \\ \left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{x \cdot x}\right) \cdot \left(\frac{0.5}{\left(x \cdot x\right) \cdot x} - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \end{array} \]
                    (FPCore (x)
                     :precision binary64
                     (*
                      (* (/ 1.0 (sqrt (PI))) (exp (* x x)))
                      (- (/ 0.5 (* (* x x) x)) (/ -0.75 (pow (fabs x) 5.0)))))
                    \begin{array}{l}
                    
                    \\
                    \left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{x \cdot x}\right) \cdot \left(\frac{0.5}{\left(x \cdot x\right) \cdot x} - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right)
                    \end{array}
                    
                    Derivation
                    1. Initial program 100.0%

                      \[\left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \left(\left(\left(\frac{1}{\left|x\right|} + \frac{1}{2} \cdot \left(\left(\frac{1}{\left|x\right|} \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right)\right) + \frac{3}{4} \cdot \left(\left(\left(\left(\frac{1}{\left|x\right|} \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right)\right) + \frac{15}{8} \cdot \left(\left(\left(\left(\left(\left(\frac{1}{\left|x\right|} \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right)\right) \]
                    2. Add Preprocessing
                    3. Taylor expanded in x around 0

                      \[\leadsto \left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \color{blue}{\left(\frac{3}{4} \cdot \frac{1}{{\left(\left|x\right|\right)}^{5}} + \left(\frac{15}{8} \cdot \frac{1}{{\left(\left|x\right|\right)}^{7}} + \left(\frac{1}{\left|x\right|} + \frac{1}{2} \cdot \frac{1}{{\left(\left|x\right|\right)}^{3}}\right)\right)\right)} \]
                    4. Applied rewrites100.0%

                      \[\leadsto \left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \color{blue}{\left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right)} \]
                    5. Taylor expanded in x around 0

                      \[\leadsto \left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \left(\frac{\frac{1}{2}}{{x}^{2} \cdot \left|x\right|} - \frac{\color{blue}{\frac{-3}{4}}}{{\left(\left|x\right|\right)}^{5}}\right) \]
                    6. Step-by-step derivation
                      1. Applied rewrites33.7%

                        \[\leadsto \left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \left(\frac{0.5}{{\left(\left|x\right|\right)}^{3}} - \frac{\color{blue}{-0.75}}{{\left(\left|x\right|\right)}^{5}}\right) \]
                      2. Step-by-step derivation
                        1. Applied rewrites33.7%

                          \[\leadsto \left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \left(\frac{0.5}{\left(x \cdot x\right) \cdot x} - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \]
                        2. Final simplification33.7%

                          \[\leadsto \left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{x \cdot x}\right) \cdot \left(\frac{0.5}{\left(x \cdot x\right) \cdot x} - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \]
                        3. Add Preprocessing

                        Alternative 8: 33.5% accurate, 1.9× speedup?

                        \[\begin{array}{l} \\ \frac{e^{x \cdot x}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \frac{0.5}{{\left(\left|x\right|\right)}^{3}} \end{array} \]
                        (FPCore (x)
                         :precision binary64
                         (* (/ (exp (* x x)) (sqrt (PI))) (/ 0.5 (pow (fabs x) 3.0))))
                        \begin{array}{l}
                        
                        \\
                        \frac{e^{x \cdot x}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \frac{0.5}{{\left(\left|x\right|\right)}^{3}}
                        \end{array}
                        
                        Derivation
                        1. Initial program 100.0%

                          \[\left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \left(\left(\left(\frac{1}{\left|x\right|} + \frac{1}{2} \cdot \left(\left(\frac{1}{\left|x\right|} \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right)\right) + \frac{3}{4} \cdot \left(\left(\left(\left(\frac{1}{\left|x\right|} \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right)\right) + \frac{15}{8} \cdot \left(\left(\left(\left(\left(\left(\frac{1}{\left|x\right|} \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right)\right) \]
                        2. Add Preprocessing
                        3. Taylor expanded in x around 0

                          \[\leadsto \left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \color{blue}{\left(\frac{3}{4} \cdot \frac{1}{{\left(\left|x\right|\right)}^{5}} + \left(\frac{15}{8} \cdot \frac{1}{{\left(\left|x\right|\right)}^{7}} + \left(\frac{1}{\left|x\right|} + \frac{1}{2} \cdot \frac{1}{{\left(\left|x\right|\right)}^{3}}\right)\right)\right)} \]
                        4. Applied rewrites100.0%

                          \[\leadsto \left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \color{blue}{\left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right)} \]
                        5. Step-by-step derivation
                          1. lift-*.f64N/A

                            \[\leadsto \color{blue}{\left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right)} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
                          2. lift-/.f64N/A

                            \[\leadsto \left(\color{blue}{\frac{1}{\sqrt{\mathsf{PI}\left(\right)}}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
                          3. associate-*l/N/A

                            \[\leadsto \color{blue}{\frac{1 \cdot e^{\left|x\right| \cdot \left|x\right|}}{\sqrt{\mathsf{PI}\left(\right)}}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
                          4. *-lft-identityN/A

                            \[\leadsto \frac{\color{blue}{e^{\left|x\right| \cdot \left|x\right|}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
                          5. lower-/.f64100.0

                            \[\leadsto \color{blue}{\frac{e^{\left|x\right| \cdot \left|x\right|}}{\sqrt{\mathsf{PI}\left(\right)}}} \cdot \left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \]
                          6. lift-exp.f64N/A

                            \[\leadsto \frac{\color{blue}{e^{\left|x\right| \cdot \left|x\right|}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
                          7. lift-*.f64N/A

                            \[\leadsto \frac{e^{\color{blue}{\left|x\right| \cdot \left|x\right|}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
                          8. lift-fabs.f64N/A

                            \[\leadsto \frac{e^{\color{blue}{\left|x\right|} \cdot \left|x\right|}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
                          9. lift-fabs.f64N/A

                            \[\leadsto \frac{e^{\left|x\right| \cdot \color{blue}{\left|x\right|}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
                          10. sqr-abs-revN/A

                            \[\leadsto \frac{e^{\color{blue}{x \cdot x}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
                          11. pow-expN/A

                            \[\leadsto \frac{\color{blue}{{\left(e^{x}\right)}^{x}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
                          12. lift-exp.f64N/A

                            \[\leadsto \frac{{\color{blue}{\left(e^{x}\right)}}^{x}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
                          13. lift-pow.f64100.0

                            \[\leadsto \frac{\color{blue}{{\left(e^{x}\right)}^{x}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \]
                        6. Applied rewrites100.0%

                          \[\leadsto \color{blue}{\frac{{\left(e^{x}\right)}^{x}}{\sqrt{\mathsf{PI}\left(\right)}}} \cdot \left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \]
                        7. Step-by-step derivation
                          1. lift-pow.f64N/A

                            \[\leadsto \frac{\color{blue}{{\left(e^{x}\right)}^{x}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
                          2. lift-exp.f64N/A

                            \[\leadsto \frac{{\color{blue}{\left(e^{x}\right)}}^{x}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
                          3. pow-expN/A

                            \[\leadsto \frac{\color{blue}{e^{x \cdot x}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
                          4. lift-*.f64N/A

                            \[\leadsto \frac{e^{\color{blue}{x \cdot x}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{\frac{1}{2}}{x \cdot x} - -1}{\left|x\right|} - \frac{\frac{-15}{8}}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{\frac{-3}{4}}{{\left(\left|x\right|\right)}^{5}}\right) \]
                          5. lift-exp.f64100.0

                            \[\leadsto \frac{\color{blue}{e^{x \cdot x}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \]
                        8. Applied rewrites100.0%

                          \[\leadsto \frac{\color{blue}{e^{x \cdot x}}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \]
                        9. Taylor expanded in x around 0

                          \[\leadsto \frac{e^{x \cdot x}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \frac{\frac{1}{2}}{\color{blue}{{x}^{2} \cdot \left|x\right|}} \]
                        10. Step-by-step derivation
                          1. Applied rewrites33.7%

                            \[\leadsto \frac{e^{x \cdot x}}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \frac{0.5}{\color{blue}{{\left(\left|x\right|\right)}^{3}}} \]
                          2. Add Preprocessing

                          Alternative 9: 1.8% accurate, 10.4× speedup?

                          \[\begin{array}{l} \\ \frac{\frac{-0.5}{\left(-x\right) \cdot x}}{\sqrt{\mathsf{PI}\left(\right)} \cdot x} \end{array} \]
                          (FPCore (x) :precision binary64 (/ (/ -0.5 (* (- x) x)) (* (sqrt (PI)) x)))
                          \begin{array}{l}
                          
                          \\
                          \frac{\frac{-0.5}{\left(-x\right) \cdot x}}{\sqrt{\mathsf{PI}\left(\right)} \cdot x}
                          \end{array}
                          
                          Derivation
                          1. Initial program 100.0%

                            \[\left(\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot e^{\left|x\right| \cdot \left|x\right|}\right) \cdot \left(\left(\left(\frac{1}{\left|x\right|} + \frac{1}{2} \cdot \left(\left(\frac{1}{\left|x\right|} \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right)\right) + \frac{3}{4} \cdot \left(\left(\left(\left(\frac{1}{\left|x\right|} \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right)\right) + \frac{15}{8} \cdot \left(\left(\left(\left(\left(\left(\frac{1}{\left|x\right|} \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right) \cdot \frac{1}{\left|x\right|}\right)\right) \]
                          2. Add Preprocessing
                          3. Taylor expanded in x around 0

                            \[\leadsto \color{blue}{\sqrt{\frac{1}{\mathsf{PI}\left(\right)}} \cdot \left(e^{{\left(\left|x\right|\right)}^{2}} \cdot \left(\frac{3}{4} \cdot \frac{1}{{\left(\left|x\right|\right)}^{5}} + \left(\frac{15}{8} \cdot \frac{1}{{\left(\left|x\right|\right)}^{7}} + \left(\frac{1}{\left|x\right|} + \frac{1}{2} \cdot \frac{1}{{\left(\left|x\right|\right)}^{3}}\right)\right)\right)\right)} \]
                          4. Applied rewrites100.0%

                            \[\leadsto \color{blue}{\left(\left(\left(\frac{\frac{0.5}{x \cdot x} - -1}{\left|x\right|} - \frac{-1.875}{{\left(\left|x\right|\right)}^{7}}\right) - \frac{-0.75}{{\left(\left|x\right|\right)}^{5}}\right) \cdot \sqrt{\frac{1}{\mathsf{PI}\left(\right)}}\right) \cdot {\left(e^{x}\right)}^{x}} \]
                          5. Taylor expanded in x around 0

                            \[\leadsto \frac{1}{2} \cdot \color{blue}{\left(\frac{1}{{x}^{2} \cdot \left|x\right|} \cdot \sqrt{\frac{1}{\mathsf{PI}\left(\right)}}\right)} \]
                          6. Applied rewrites1.9%

                            \[\leadsto \frac{0.5}{{\left(\left|x\right|\right)}^{3}} \cdot \color{blue}{\sqrt{\frac{1}{\mathsf{PI}\left(\right)}}} \]
                          7. Step-by-step derivation
                            1. Applied rewrites1.9%

                              \[\leadsto \frac{0.5}{\left(x \cdot x\right) \cdot x} \cdot \sqrt{\frac{1}{\mathsf{PI}\left(\right)}} \]
                            2. Step-by-step derivation
                              1. Applied rewrites1.9%

                                \[\leadsto \frac{\frac{-0.5}{x \cdot x}}{\left(-\sqrt{\mathsf{PI}\left(\right)}\right) \cdot \color{blue}{x}} \]
                              2. Final simplification1.9%

                                \[\leadsto \frac{\frac{-0.5}{\left(-x\right) \cdot x}}{\sqrt{\mathsf{PI}\left(\right)} \cdot x} \]
                              3. Add Preprocessing

                              Reproduce

                              ?
                              herbie shell --seed 2025018 
                              (FPCore (x)
                                :name "Jmat.Real.erfi, branch x greater than or equal to 5"
                                :precision binary64
                                :pre (>= x 0.5)
                                (* (* (/ 1.0 (sqrt (PI))) (exp (* (fabs x) (fabs x)))) (+ (+ (+ (/ 1.0 (fabs x)) (* (/ 1.0 2.0) (* (* (/ 1.0 (fabs x)) (/ 1.0 (fabs x))) (/ 1.0 (fabs x))))) (* (/ 3.0 4.0) (* (* (* (* (/ 1.0 (fabs x)) (/ 1.0 (fabs x))) (/ 1.0 (fabs x))) (/ 1.0 (fabs x))) (/ 1.0 (fabs x))))) (* (/ 15.0 8.0) (* (* (* (* (* (* (/ 1.0 (fabs x)) (/ 1.0 (fabs x))) (/ 1.0 (fabs x))) (/ 1.0 (fabs x))) (/ 1.0 (fabs x))) (/ 1.0 (fabs x))) (/ 1.0 (fabs x)))))))