Jmat.Real.erfi, branch x less than or equal to 0.5

Percentage Accurate: 99.8% → 99.8%
Time: 10.5s
Alternatives: 9
Speedup: 0.6×

Specification

?
\[x \leq 0.5\]
\[\begin{array}{l} \\ \begin{array}{l} t_0 := \left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\\ t_1 := \left(t\_0 \cdot \left|x\right|\right) \cdot \left|x\right|\\ \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left(2 \cdot \left|x\right| + \frac{2}{3} \cdot t\_0\right) + \frac{1}{5} \cdot t\_1\right) + \frac{1}{21} \cdot \left(\left(t\_1 \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \end{array} \end{array} \]
(FPCore (x)
 :precision binary64
 (let* ((t_0 (* (* (fabs x) (fabs x)) (fabs x)))
        (t_1 (* (* t_0 (fabs x)) (fabs x))))
   (fabs
    (*
     (/ 1.0 (sqrt (PI)))
     (+
      (+ (+ (* 2.0 (fabs x)) (* (/ 2.0 3.0) t_0)) (* (/ 1.0 5.0) t_1))
      (* (/ 1.0 21.0) (* (* t_1 (fabs x)) (fabs x))))))))
\begin{array}{l}

\\
\begin{array}{l}
t_0 := \left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\\
t_1 := \left(t\_0 \cdot \left|x\right|\right) \cdot \left|x\right|\\
\left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left(2 \cdot \left|x\right| + \frac{2}{3} \cdot t\_0\right) + \frac{1}{5} \cdot t\_1\right) + \frac{1}{21} \cdot \left(\left(t\_1 \cdot \left|x\right|\right) \cdot \left|x\right|\right)\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: 99.8% accurate, 1.0× speedup?

\[\begin{array}{l} \\ \begin{array}{l} t_0 := \left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\\ t_1 := \left(t\_0 \cdot \left|x\right|\right) \cdot \left|x\right|\\ \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left(2 \cdot \left|x\right| + \frac{2}{3} \cdot t\_0\right) + \frac{1}{5} \cdot t\_1\right) + \frac{1}{21} \cdot \left(\left(t\_1 \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \end{array} \end{array} \]
(FPCore (x)
 :precision binary64
 (let* ((t_0 (* (* (fabs x) (fabs x)) (fabs x)))
        (t_1 (* (* t_0 (fabs x)) (fabs x))))
   (fabs
    (*
     (/ 1.0 (sqrt (PI)))
     (+
      (+ (+ (* 2.0 (fabs x)) (* (/ 2.0 3.0) t_0)) (* (/ 1.0 5.0) t_1))
      (* (/ 1.0 21.0) (* (* t_1 (fabs x)) (fabs x))))))))
\begin{array}{l}

\\
\begin{array}{l}
t_0 := \left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\\
t_1 := \left(t\_0 \cdot \left|x\right|\right) \cdot \left|x\right|\\
\left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left(2 \cdot \left|x\right| + \frac{2}{3} \cdot t\_0\right) + \frac{1}{5} \cdot t\_1\right) + \frac{1}{21} \cdot \left(\left(t\_1 \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right|
\end{array}
\end{array}

Alternative 1: 99.8% accurate, 0.5× speedup?

\[\begin{array}{l} \\ \left|\mathsf{fma}\left(\mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right), \left|x\right|, \mathsf{fma}\left({\left(\left|x\right|\right)}^{7}, 0.047619047619047616, {\left(\left|x\right|\right)}^{5} \cdot 0.2\right)\right) \cdot \sqrt{{\mathsf{PI}\left(\right)}^{-1}}\right| \end{array} \]
(FPCore (x)
 :precision binary64
 (fabs
  (*
   (fma
    (fma (* x x) 0.6666666666666666 2.0)
    (fabs x)
    (fma (pow (fabs x) 7.0) 0.047619047619047616 (* (pow (fabs x) 5.0) 0.2)))
   (sqrt (pow (PI) -1.0)))))
\begin{array}{l}

\\
\left|\mathsf{fma}\left(\mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right), \left|x\right|, \mathsf{fma}\left({\left(\left|x\right|\right)}^{7}, 0.047619047619047616, {\left(\left|x\right|\right)}^{5} \cdot 0.2\right)\right) \cdot \sqrt{{\mathsf{PI}\left(\right)}^{-1}}\right|
\end{array}
Derivation
  1. Initial program 99.8%

    \[\left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left(2 \cdot \left|x\right| + \frac{2}{3} \cdot \left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
  2. Add Preprocessing
  3. Taylor expanded in x around 0

    \[\leadsto \left|\color{blue}{\sqrt{\frac{1}{\mathsf{PI}\left(\right)}} \cdot \left(\frac{1}{21} \cdot {\left(\left|x\right|\right)}^{7} + \left(\frac{1}{5} \cdot {\left(\left|x\right|\right)}^{5} + \left(\frac{2}{3} \cdot {\left(\left|x\right|\right)}^{3} + 2 \cdot \left|x\right|\right)\right)\right)}\right| \]
  4. Step-by-step derivation
    1. *-commutativeN/A

      \[\leadsto \left|\color{blue}{\left(\frac{1}{21} \cdot {\left(\left|x\right|\right)}^{7} + \left(\frac{1}{5} \cdot {\left(\left|x\right|\right)}^{5} + \left(\frac{2}{3} \cdot {\left(\left|x\right|\right)}^{3} + 2 \cdot \left|x\right|\right)\right)\right) \cdot \sqrt{\frac{1}{\mathsf{PI}\left(\right)}}}\right| \]
    2. lower-*.f64N/A

      \[\leadsto \left|\color{blue}{\left(\frac{1}{21} \cdot {\left(\left|x\right|\right)}^{7} + \left(\frac{1}{5} \cdot {\left(\left|x\right|\right)}^{5} + \left(\frac{2}{3} \cdot {\left(\left|x\right|\right)}^{3} + 2 \cdot \left|x\right|\right)\right)\right) \cdot \sqrt{\frac{1}{\mathsf{PI}\left(\right)}}}\right| \]
  5. Applied rewrites99.9%

    \[\leadsto \left|\color{blue}{\mathsf{fma}\left(\mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right), \left|x\right|, \mathsf{fma}\left({\left(\left|x\right|\right)}^{7}, 0.047619047619047616, {\left(\left|x\right|\right)}^{5} \cdot 0.2\right)\right) \cdot \sqrt{\frac{1}{\mathsf{PI}\left(\right)}}}\right| \]
  6. Final simplification99.9%

    \[\leadsto \left|\mathsf{fma}\left(\mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right), \left|x\right|, \mathsf{fma}\left({\left(\left|x\right|\right)}^{7}, 0.047619047619047616, {\left(\left|x\right|\right)}^{5} \cdot 0.2\right)\right) \cdot \sqrt{{\mathsf{PI}\left(\right)}^{-1}}\right| \]
  7. Add Preprocessing

Alternative 2: 99.8% accurate, 0.6× speedup?

\[\begin{array}{l} \\ \left|\frac{-1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right) + {5}^{-1} \cdot \left|\left(\left(\left(x \cdot x\right) \cdot x\right) \cdot x\right) \cdot x\right|\right) - \frac{-1}{21} \cdot \left(\left(\left({x}^{4} \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \end{array} \]
(FPCore (x)
 :precision binary64
 (fabs
  (*
   (/ -1.0 (sqrt (PI)))
   (-
    (+
     (* (fabs x) (fma (* x x) 0.6666666666666666 2.0))
     (* (pow 5.0 -1.0) (fabs (* (* (* (* x x) x) x) x))))
    (* (/ -1.0 21.0) (* (* (* (pow x 4.0) (fabs x)) (fabs x)) (fabs x)))))))
\begin{array}{l}

\\
\left|\frac{-1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right) + {5}^{-1} \cdot \left|\left(\left(\left(x \cdot x\right) \cdot x\right) \cdot x\right) \cdot x\right|\right) - \frac{-1}{21} \cdot \left(\left(\left({x}^{4} \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right|
\end{array}
Derivation
  1. Initial program 99.8%

    \[\left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left(2 \cdot \left|x\right| + \frac{2}{3} \cdot \left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
  2. Add Preprocessing
  3. Step-by-step derivation
    1. lift-+.f64N/A

      \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\color{blue}{\left(2 \cdot \left|x\right| + \frac{2}{3} \cdot \left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)} + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
    2. +-commutativeN/A

      \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\color{blue}{\left(\frac{2}{3} \cdot \left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) + 2 \cdot \left|x\right|\right)} + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
    3. lift-*.f64N/A

      \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left(\color{blue}{\frac{2}{3} \cdot \left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right)} + 2 \cdot \left|x\right|\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
    4. lift-*.f64N/A

      \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left(\frac{2}{3} \cdot \color{blue}{\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right)} + 2 \cdot \left|x\right|\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
    5. associate-*r*N/A

      \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left(\color{blue}{\left(\frac{2}{3} \cdot \left(\left|x\right| \cdot \left|x\right|\right)\right) \cdot \left|x\right|} + 2 \cdot \left|x\right|\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
    6. lift-*.f64N/A

      \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left(\left(\frac{2}{3} \cdot \left(\left|x\right| \cdot \left|x\right|\right)\right) \cdot \left|x\right| + \color{blue}{2 \cdot \left|x\right|}\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
    7. distribute-rgt-outN/A

      \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\color{blue}{\left|x\right| \cdot \left(\frac{2}{3} \cdot \left(\left|x\right| \cdot \left|x\right|\right) + 2\right)} + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
    8. lower-*.f64N/A

      \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\color{blue}{\left|x\right| \cdot \left(\frac{2}{3} \cdot \left(\left|x\right| \cdot \left|x\right|\right) + 2\right)} + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
    9. *-commutativeN/A

      \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \left(\color{blue}{\left(\left|x\right| \cdot \left|x\right|\right) \cdot \frac{2}{3}} + 2\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
    10. lower-fma.f6499.8

      \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \color{blue}{\mathsf{fma}\left(\left|x\right| \cdot \left|x\right|, \frac{2}{3}, 2\right)} + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
    11. lift-*.f64N/A

      \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(\color{blue}{\left|x\right| \cdot \left|x\right|}, \frac{2}{3}, 2\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
    12. lift-fabs.f64N/A

      \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(\color{blue}{\left|x\right|} \cdot \left|x\right|, \frac{2}{3}, 2\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
    13. lift-fabs.f64N/A

      \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(\left|x\right| \cdot \color{blue}{\left|x\right|}, \frac{2}{3}, 2\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
    14. sqr-absN/A

      \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(\color{blue}{x \cdot x}, \frac{2}{3}, 2\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
    15. lower-*.f6499.8

      \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(\color{blue}{x \cdot x}, \frac{2}{3}, 2\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
    16. lift-/.f64N/A

      \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \color{blue}{\frac{2}{3}}, 2\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
    17. metadata-eval99.8

      \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \color{blue}{0.6666666666666666}, 2\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
  4. Applied rewrites99.8%

    \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\color{blue}{\left|x\right| \cdot \mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right)} + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
  5. Step-by-step derivation
    1. lift-*.f64N/A

      \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\color{blue}{\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)} \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
    2. lift-*.f64N/A

      \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\color{blue}{\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right)} \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
    3. associate-*l*N/A

      \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\color{blue}{\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left(\left|x\right| \cdot \left|x\right|\right)\right)} \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
    4. lift-*.f64N/A

      \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \color{blue}{\left(\left|x\right| \cdot \left|x\right|\right)}\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
    5. pow2N/A

      \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\color{blue}{{\left(\left|x\right| \cdot \left|x\right|\right)}^{2}} \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
    6. lift-*.f64N/A

      \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left({\color{blue}{\left(\left|x\right| \cdot \left|x\right|\right)}}^{2} \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
    7. lift-fabs.f64N/A

      \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left({\left(\color{blue}{\left|x\right|} \cdot \left|x\right|\right)}^{2} \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
    8. lift-fabs.f64N/A

      \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left({\left(\left|x\right| \cdot \color{blue}{\left|x\right|}\right)}^{2} \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
    9. sqr-absN/A

      \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left({\color{blue}{\left(x \cdot x\right)}}^{2} \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
    10. pow-prod-downN/A

      \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\color{blue}{\left({x}^{2} \cdot {x}^{2}\right)} \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
    11. pow-sqrN/A

      \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\color{blue}{{x}^{\left(2 \cdot 2\right)}} \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
    12. lower-pow.f64N/A

      \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\color{blue}{{x}^{\left(2 \cdot 2\right)}} \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
    13. metadata-eval99.9

      \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left({x}^{\color{blue}{4}} \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
  6. Applied rewrites99.9%

    \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\color{blue}{{x}^{4}} \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
  7. Final simplification99.9%

    \[\leadsto \left|\frac{-1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right) + {5}^{-1} \cdot \left|\left(\left(\left(x \cdot x\right) \cdot x\right) \cdot x\right) \cdot x\right|\right) - \frac{-1}{21} \cdot \left(\left(\left({x}^{4} \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
  8. Add Preprocessing

Alternative 3: 98.6% accurate, 0.8× speedup?

\[\begin{array}{l} \\ \begin{array}{l} t_0 := \sqrt{{\mathsf{PI}\left(\right)}^{-1}}\\ \mathbf{if}\;\left|x\right| \leq 0.01:\\ \;\;\;\;\left|t\_0 \cdot \left(\left|x\right| \cdot 2\right)\right|\\ \mathbf{else}:\\ \;\;\;\;\left|\left({x}^{7} \cdot 0.047619047619047616\right) \cdot t\_0\right|\\ \end{array} \end{array} \]
(FPCore (x)
 :precision binary64
 (let* ((t_0 (sqrt (pow (PI) -1.0))))
   (if (<= (fabs x) 0.01)
     (fabs (* t_0 (* (fabs x) 2.0)))
     (fabs (* (* (pow x 7.0) 0.047619047619047616) t_0)))))
\begin{array}{l}

\\
\begin{array}{l}
t_0 := \sqrt{{\mathsf{PI}\left(\right)}^{-1}}\\
\mathbf{if}\;\left|x\right| \leq 0.01:\\
\;\;\;\;\left|t\_0 \cdot \left(\left|x\right| \cdot 2\right)\right|\\

\mathbf{else}:\\
\;\;\;\;\left|\left({x}^{7} \cdot 0.047619047619047616\right) \cdot t\_0\right|\\


\end{array}
\end{array}
Derivation
  1. Split input into 2 regimes
  2. if (fabs.f64 x) < 0.0100000000000000002

    1. Initial program 99.8%

      \[\left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left(2 \cdot \left|x\right| + \frac{2}{3} \cdot \left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
    2. Add Preprocessing
    3. Taylor expanded in x around 0

      \[\leadsto \left|\color{blue}{\sqrt{\frac{1}{\mathsf{PI}\left(\right)}} \cdot \left(\frac{1}{21} \cdot {\left(\left|x\right|\right)}^{7} + \left(\frac{1}{5} \cdot {\left(\left|x\right|\right)}^{5} + \left(\frac{2}{3} \cdot {\left(\left|x\right|\right)}^{3} + 2 \cdot \left|x\right|\right)\right)\right)}\right| \]
    4. Step-by-step derivation
      1. *-commutativeN/A

        \[\leadsto \left|\color{blue}{\left(\frac{1}{21} \cdot {\left(\left|x\right|\right)}^{7} + \left(\frac{1}{5} \cdot {\left(\left|x\right|\right)}^{5} + \left(\frac{2}{3} \cdot {\left(\left|x\right|\right)}^{3} + 2 \cdot \left|x\right|\right)\right)\right) \cdot \sqrt{\frac{1}{\mathsf{PI}\left(\right)}}}\right| \]
      2. lower-*.f64N/A

        \[\leadsto \left|\color{blue}{\left(\frac{1}{21} \cdot {\left(\left|x\right|\right)}^{7} + \left(\frac{1}{5} \cdot {\left(\left|x\right|\right)}^{5} + \left(\frac{2}{3} \cdot {\left(\left|x\right|\right)}^{3} + 2 \cdot \left|x\right|\right)\right)\right) \cdot \sqrt{\frac{1}{\mathsf{PI}\left(\right)}}}\right| \]
    5. Applied rewrites99.8%

      \[\leadsto \left|\color{blue}{\mathsf{fma}\left(\mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right), \left|x\right|, \mathsf{fma}\left({\left(\left|x\right|\right)}^{7}, 0.047619047619047616, {\left(\left|x\right|\right)}^{5} \cdot 0.2\right)\right) \cdot \sqrt{\frac{1}{\mathsf{PI}\left(\right)}}}\right| \]
    6. Step-by-step derivation
      1. Applied rewrites99.5%

        \[\leadsto \left|\mathsf{fma}\left(\mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right), \left|x\right|, \mathsf{fma}\left({x}^{6}, \left|x\right| \cdot 0.047619047619047616, {x}^{5} \cdot 0.2\right)\right) \cdot \sqrt{\frac{1}{\mathsf{PI}\left(\right)}}\right| \]
      2. Taylor expanded in x around 0

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

          \[\leadsto \left|\sqrt{\frac{1}{\mathsf{PI}\left(\right)}} \cdot \color{blue}{\left(\left|x\right| \cdot 2\right)}\right| \]

        if 0.0100000000000000002 < (fabs.f64 x)

        1. Initial program 99.9%

          \[\left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left(2 \cdot \left|x\right| + \frac{2}{3} \cdot \left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
        2. Add Preprocessing
        3. Applied rewrites99.9%

          \[\leadsto \left|\color{blue}{\frac{\mathsf{fma}\left({\left(\left|x\right|\right)}^{7}, 0.047619047619047616, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, 0.2, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}}\right| \]
        4. Step-by-step derivation
          1. metadata-evalN/A

            \[\leadsto \left|\frac{\mathsf{fma}\left({\left(\left|x\right|\right)}^{7}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \color{blue}{\frac{2}{3}}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
          2. lift-pow.f64N/A

            \[\leadsto \left|\frac{\mathsf{fma}\left(\color{blue}{{\left(\left|x\right|\right)}^{7}}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
          3. sqr-powN/A

            \[\leadsto \left|\frac{\mathsf{fma}\left(\color{blue}{{\left(\left|x\right|\right)}^{\left(\frac{7}{2}\right)} \cdot {\left(\left|x\right|\right)}^{\left(\frac{7}{2}\right)}}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
          4. pow-prod-downN/A

            \[\leadsto \left|\frac{\mathsf{fma}\left(\color{blue}{{\left(\left|x\right| \cdot \left|x\right|\right)}^{\left(\frac{7}{2}\right)}}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
          5. lift-fabs.f64N/A

            \[\leadsto \left|\frac{\mathsf{fma}\left({\left(\color{blue}{\left|x\right|} \cdot \left|x\right|\right)}^{\left(\frac{7}{2}\right)}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
          6. lift-fabs.f64N/A

            \[\leadsto \left|\frac{\mathsf{fma}\left({\left(\left|x\right| \cdot \color{blue}{\left|x\right|}\right)}^{\left(\frac{7}{2}\right)}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
          7. sqr-absN/A

            \[\leadsto \left|\frac{\mathsf{fma}\left({\color{blue}{\left(x \cdot x\right)}}^{\left(\frac{7}{2}\right)}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
          8. pow2N/A

            \[\leadsto \left|\frac{\mathsf{fma}\left({\color{blue}{\left({x}^{2}\right)}}^{\left(\frac{7}{2}\right)}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
          9. pow-powN/A

            \[\leadsto \left|\frac{\mathsf{fma}\left(\color{blue}{{x}^{\left(2 \cdot \frac{7}{2}\right)}}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
          10. metadata-evalN/A

            \[\leadsto \left|\frac{\mathsf{fma}\left({x}^{\left(2 \cdot \color{blue}{\frac{7}{2}}\right)}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
          11. metadata-evalN/A

            \[\leadsto \left|\frac{\mathsf{fma}\left({x}^{\color{blue}{7}}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
          12. lower-pow.f64N/A

            \[\leadsto \left|\frac{\mathsf{fma}\left(\color{blue}{{x}^{7}}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
        5. Applied rewrites35.5%

          \[\leadsto \left|\frac{\color{blue}{\mathsf{fma}\left({x}^{7}, 0.047619047619047616, \mathsf{fma}\left({x}^{5}, 0.2, \mathsf{fma}\left(0.6666666666666666 \cdot x, x, 2\right) \cdot \left|x\right|\right)\right)}}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
        6. Taylor expanded in x around inf

          \[\leadsto \left|\color{blue}{\frac{1}{21} \cdot \left({x}^{7} \cdot \sqrt{\frac{1}{\mathsf{PI}\left(\right)}}\right)}\right| \]
        7. Step-by-step derivation
          1. associate-*r*N/A

            \[\leadsto \left|\color{blue}{\left(\frac{1}{21} \cdot {x}^{7}\right) \cdot \sqrt{\frac{1}{\mathsf{PI}\left(\right)}}}\right| \]
          2. lower-*.f64N/A

            \[\leadsto \left|\color{blue}{\left(\frac{1}{21} \cdot {x}^{7}\right) \cdot \sqrt{\frac{1}{\mathsf{PI}\left(\right)}}}\right| \]
          3. *-commutativeN/A

            \[\leadsto \left|\color{blue}{\left({x}^{7} \cdot \frac{1}{21}\right)} \cdot \sqrt{\frac{1}{\mathsf{PI}\left(\right)}}\right| \]
          4. lower-*.f64N/A

            \[\leadsto \left|\color{blue}{\left({x}^{7} \cdot \frac{1}{21}\right)} \cdot \sqrt{\frac{1}{\mathsf{PI}\left(\right)}}\right| \]
          5. lower-pow.f64N/A

            \[\leadsto \left|\left(\color{blue}{{x}^{7}} \cdot \frac{1}{21}\right) \cdot \sqrt{\frac{1}{\mathsf{PI}\left(\right)}}\right| \]
          6. lower-sqrt.f64N/A

            \[\leadsto \left|\left({x}^{7} \cdot \frac{1}{21}\right) \cdot \color{blue}{\sqrt{\frac{1}{\mathsf{PI}\left(\right)}}}\right| \]
          7. lower-/.f64N/A

            \[\leadsto \left|\left({x}^{7} \cdot \frac{1}{21}\right) \cdot \sqrt{\color{blue}{\frac{1}{\mathsf{PI}\left(\right)}}}\right| \]
          8. lower-PI.f6498.9

            \[\leadsto \left|\left({x}^{7} \cdot 0.047619047619047616\right) \cdot \sqrt{\frac{1}{\color{blue}{\mathsf{PI}\left(\right)}}}\right| \]
        8. Applied rewrites98.9%

          \[\leadsto \left|\color{blue}{\left({x}^{7} \cdot 0.047619047619047616\right) \cdot \sqrt{\frac{1}{\mathsf{PI}\left(\right)}}}\right| \]
      4. Recombined 2 regimes into one program.
      5. Final simplification99.1%

        \[\leadsto \begin{array}{l} \mathbf{if}\;\left|x\right| \leq 0.01:\\ \;\;\;\;\left|\sqrt{{\mathsf{PI}\left(\right)}^{-1}} \cdot \left(\left|x\right| \cdot 2\right)\right|\\ \mathbf{else}:\\ \;\;\;\;\left|\left({x}^{7} \cdot 0.047619047619047616\right) \cdot \sqrt{{\mathsf{PI}\left(\right)}^{-1}}\right|\\ \end{array} \]
      6. Add Preprocessing

      Alternative 4: 98.6% accurate, 1.3× speedup?

      \[\begin{array}{l} \\ \begin{array}{l} \mathbf{if}\;\left|x\right| \leq 0.01:\\ \;\;\;\;\left|\sqrt{{\mathsf{PI}\left(\right)}^{-1}} \cdot \left(\left|x\right| \cdot 2\right)\right|\\ \mathbf{else}:\\ \;\;\;\;\left|\frac{{x}^{7} \cdot 0.047619047619047616}{\sqrt{\mathsf{PI}\left(\right)}}\right|\\ \end{array} \end{array} \]
      (FPCore (x)
       :precision binary64
       (if (<= (fabs x) 0.01)
         (fabs (* (sqrt (pow (PI) -1.0)) (* (fabs x) 2.0)))
         (fabs (/ (* (pow x 7.0) 0.047619047619047616) (sqrt (PI))))))
      \begin{array}{l}
      
      \\
      \begin{array}{l}
      \mathbf{if}\;\left|x\right| \leq 0.01:\\
      \;\;\;\;\left|\sqrt{{\mathsf{PI}\left(\right)}^{-1}} \cdot \left(\left|x\right| \cdot 2\right)\right|\\
      
      \mathbf{else}:\\
      \;\;\;\;\left|\frac{{x}^{7} \cdot 0.047619047619047616}{\sqrt{\mathsf{PI}\left(\right)}}\right|\\
      
      
      \end{array}
      \end{array}
      
      Derivation
      1. Split input into 2 regimes
      2. if (fabs.f64 x) < 0.0100000000000000002

        1. Initial program 99.8%

          \[\left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left(2 \cdot \left|x\right| + \frac{2}{3} \cdot \left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
        2. Add Preprocessing
        3. Taylor expanded in x around 0

          \[\leadsto \left|\color{blue}{\sqrt{\frac{1}{\mathsf{PI}\left(\right)}} \cdot \left(\frac{1}{21} \cdot {\left(\left|x\right|\right)}^{7} + \left(\frac{1}{5} \cdot {\left(\left|x\right|\right)}^{5} + \left(\frac{2}{3} \cdot {\left(\left|x\right|\right)}^{3} + 2 \cdot \left|x\right|\right)\right)\right)}\right| \]
        4. Step-by-step derivation
          1. *-commutativeN/A

            \[\leadsto \left|\color{blue}{\left(\frac{1}{21} \cdot {\left(\left|x\right|\right)}^{7} + \left(\frac{1}{5} \cdot {\left(\left|x\right|\right)}^{5} + \left(\frac{2}{3} \cdot {\left(\left|x\right|\right)}^{3} + 2 \cdot \left|x\right|\right)\right)\right) \cdot \sqrt{\frac{1}{\mathsf{PI}\left(\right)}}}\right| \]
          2. lower-*.f64N/A

            \[\leadsto \left|\color{blue}{\left(\frac{1}{21} \cdot {\left(\left|x\right|\right)}^{7} + \left(\frac{1}{5} \cdot {\left(\left|x\right|\right)}^{5} + \left(\frac{2}{3} \cdot {\left(\left|x\right|\right)}^{3} + 2 \cdot \left|x\right|\right)\right)\right) \cdot \sqrt{\frac{1}{\mathsf{PI}\left(\right)}}}\right| \]
        5. Applied rewrites99.8%

          \[\leadsto \left|\color{blue}{\mathsf{fma}\left(\mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right), \left|x\right|, \mathsf{fma}\left({\left(\left|x\right|\right)}^{7}, 0.047619047619047616, {\left(\left|x\right|\right)}^{5} \cdot 0.2\right)\right) \cdot \sqrt{\frac{1}{\mathsf{PI}\left(\right)}}}\right| \]
        6. Step-by-step derivation
          1. Applied rewrites99.5%

            \[\leadsto \left|\mathsf{fma}\left(\mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right), \left|x\right|, \mathsf{fma}\left({x}^{6}, \left|x\right| \cdot 0.047619047619047616, {x}^{5} \cdot 0.2\right)\right) \cdot \sqrt{\frac{1}{\mathsf{PI}\left(\right)}}\right| \]
          2. Taylor expanded in x around 0

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

              \[\leadsto \left|\sqrt{\frac{1}{\mathsf{PI}\left(\right)}} \cdot \color{blue}{\left(\left|x\right| \cdot 2\right)}\right| \]

            if 0.0100000000000000002 < (fabs.f64 x)

            1. Initial program 99.9%

              \[\left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left(2 \cdot \left|x\right| + \frac{2}{3} \cdot \left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
            2. Add Preprocessing
            3. Applied rewrites99.9%

              \[\leadsto \left|\color{blue}{\frac{\mathsf{fma}\left({\left(\left|x\right|\right)}^{7}, 0.047619047619047616, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, 0.2, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}}\right| \]
            4. Step-by-step derivation
              1. metadata-evalN/A

                \[\leadsto \left|\frac{\mathsf{fma}\left({\left(\left|x\right|\right)}^{7}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \color{blue}{\frac{2}{3}}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
              2. lift-pow.f64N/A

                \[\leadsto \left|\frac{\mathsf{fma}\left(\color{blue}{{\left(\left|x\right|\right)}^{7}}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
              3. sqr-powN/A

                \[\leadsto \left|\frac{\mathsf{fma}\left(\color{blue}{{\left(\left|x\right|\right)}^{\left(\frac{7}{2}\right)} \cdot {\left(\left|x\right|\right)}^{\left(\frac{7}{2}\right)}}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
              4. pow-prod-downN/A

                \[\leadsto \left|\frac{\mathsf{fma}\left(\color{blue}{{\left(\left|x\right| \cdot \left|x\right|\right)}^{\left(\frac{7}{2}\right)}}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
              5. lift-fabs.f64N/A

                \[\leadsto \left|\frac{\mathsf{fma}\left({\left(\color{blue}{\left|x\right|} \cdot \left|x\right|\right)}^{\left(\frac{7}{2}\right)}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
              6. lift-fabs.f64N/A

                \[\leadsto \left|\frac{\mathsf{fma}\left({\left(\left|x\right| \cdot \color{blue}{\left|x\right|}\right)}^{\left(\frac{7}{2}\right)}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
              7. sqr-absN/A

                \[\leadsto \left|\frac{\mathsf{fma}\left({\color{blue}{\left(x \cdot x\right)}}^{\left(\frac{7}{2}\right)}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
              8. pow2N/A

                \[\leadsto \left|\frac{\mathsf{fma}\left({\color{blue}{\left({x}^{2}\right)}}^{\left(\frac{7}{2}\right)}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
              9. pow-powN/A

                \[\leadsto \left|\frac{\mathsf{fma}\left(\color{blue}{{x}^{\left(2 \cdot \frac{7}{2}\right)}}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
              10. metadata-evalN/A

                \[\leadsto \left|\frac{\mathsf{fma}\left({x}^{\left(2 \cdot \color{blue}{\frac{7}{2}}\right)}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
              11. metadata-evalN/A

                \[\leadsto \left|\frac{\mathsf{fma}\left({x}^{\color{blue}{7}}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
              12. lower-pow.f64N/A

                \[\leadsto \left|\frac{\mathsf{fma}\left(\color{blue}{{x}^{7}}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
            5. Applied rewrites35.5%

              \[\leadsto \left|\frac{\color{blue}{\mathsf{fma}\left({x}^{7}, 0.047619047619047616, \mathsf{fma}\left({x}^{5}, 0.2, \mathsf{fma}\left(0.6666666666666666 \cdot x, x, 2\right) \cdot \left|x\right|\right)\right)}}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
            6. Taylor expanded in x around inf

              \[\leadsto \left|\frac{\color{blue}{\frac{1}{21} \cdot {x}^{7}}}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
            7. Step-by-step derivation
              1. *-commutativeN/A

                \[\leadsto \left|\frac{\color{blue}{{x}^{7} \cdot \frac{1}{21}}}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
              2. lower-*.f64N/A

                \[\leadsto \left|\frac{\color{blue}{{x}^{7} \cdot \frac{1}{21}}}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
              3. lower-pow.f6498.9

                \[\leadsto \left|\frac{\color{blue}{{x}^{7}} \cdot 0.047619047619047616}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
            8. Applied rewrites98.9%

              \[\leadsto \left|\frac{\color{blue}{{x}^{7} \cdot 0.047619047619047616}}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
          4. Recombined 2 regimes into one program.
          5. Final simplification99.1%

            \[\leadsto \begin{array}{l} \mathbf{if}\;\left|x\right| \leq 0.01:\\ \;\;\;\;\left|\sqrt{{\mathsf{PI}\left(\right)}^{-1}} \cdot \left(\left|x\right| \cdot 2\right)\right|\\ \mathbf{else}:\\ \;\;\;\;\left|\frac{{x}^{7} \cdot 0.047619047619047616}{\sqrt{\mathsf{PI}\left(\right)}}\right|\\ \end{array} \]
          6. Add Preprocessing

          Alternative 5: 89.0% accurate, 1.4× speedup?

          \[\begin{array}{l} \\ \begin{array}{l} \mathbf{if}\;\left|x\right| \leq 0.01:\\ \;\;\;\;\left|\sqrt{{\mathsf{PI}\left(\right)}^{-1}} \cdot \left(\left|x\right| \cdot 2\right)\right|\\ \mathbf{else}:\\ \;\;\;\;\left|\left|x\right| \cdot \left(0.6666666666666666 \cdot \frac{x \cdot x}{\sqrt{\mathsf{PI}\left(\right)}}\right)\right|\\ \end{array} \end{array} \]
          (FPCore (x)
           :precision binary64
           (if (<= (fabs x) 0.01)
             (fabs (* (sqrt (pow (PI) -1.0)) (* (fabs x) 2.0)))
             (fabs (* (fabs x) (* 0.6666666666666666 (/ (* x x) (sqrt (PI))))))))
          \begin{array}{l}
          
          \\
          \begin{array}{l}
          \mathbf{if}\;\left|x\right| \leq 0.01:\\
          \;\;\;\;\left|\sqrt{{\mathsf{PI}\left(\right)}^{-1}} \cdot \left(\left|x\right| \cdot 2\right)\right|\\
          
          \mathbf{else}:\\
          \;\;\;\;\left|\left|x\right| \cdot \left(0.6666666666666666 \cdot \frac{x \cdot x}{\sqrt{\mathsf{PI}\left(\right)}}\right)\right|\\
          
          
          \end{array}
          \end{array}
          
          Derivation
          1. Split input into 2 regimes
          2. if (fabs.f64 x) < 0.0100000000000000002

            1. Initial program 99.8%

              \[\left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left(2 \cdot \left|x\right| + \frac{2}{3} \cdot \left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
            2. Add Preprocessing
            3. Taylor expanded in x around 0

              \[\leadsto \left|\color{blue}{\sqrt{\frac{1}{\mathsf{PI}\left(\right)}} \cdot \left(\frac{1}{21} \cdot {\left(\left|x\right|\right)}^{7} + \left(\frac{1}{5} \cdot {\left(\left|x\right|\right)}^{5} + \left(\frac{2}{3} \cdot {\left(\left|x\right|\right)}^{3} + 2 \cdot \left|x\right|\right)\right)\right)}\right| \]
            4. Step-by-step derivation
              1. *-commutativeN/A

                \[\leadsto \left|\color{blue}{\left(\frac{1}{21} \cdot {\left(\left|x\right|\right)}^{7} + \left(\frac{1}{5} \cdot {\left(\left|x\right|\right)}^{5} + \left(\frac{2}{3} \cdot {\left(\left|x\right|\right)}^{3} + 2 \cdot \left|x\right|\right)\right)\right) \cdot \sqrt{\frac{1}{\mathsf{PI}\left(\right)}}}\right| \]
              2. lower-*.f64N/A

                \[\leadsto \left|\color{blue}{\left(\frac{1}{21} \cdot {\left(\left|x\right|\right)}^{7} + \left(\frac{1}{5} \cdot {\left(\left|x\right|\right)}^{5} + \left(\frac{2}{3} \cdot {\left(\left|x\right|\right)}^{3} + 2 \cdot \left|x\right|\right)\right)\right) \cdot \sqrt{\frac{1}{\mathsf{PI}\left(\right)}}}\right| \]
            5. Applied rewrites99.8%

              \[\leadsto \left|\color{blue}{\mathsf{fma}\left(\mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right), \left|x\right|, \mathsf{fma}\left({\left(\left|x\right|\right)}^{7}, 0.047619047619047616, {\left(\left|x\right|\right)}^{5} \cdot 0.2\right)\right) \cdot \sqrt{\frac{1}{\mathsf{PI}\left(\right)}}}\right| \]
            6. Step-by-step derivation
              1. Applied rewrites99.5%

                \[\leadsto \left|\mathsf{fma}\left(\mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right), \left|x\right|, \mathsf{fma}\left({x}^{6}, \left|x\right| \cdot 0.047619047619047616, {x}^{5} \cdot 0.2\right)\right) \cdot \sqrt{\frac{1}{\mathsf{PI}\left(\right)}}\right| \]
              2. Taylor expanded in x around 0

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

                  \[\leadsto \left|\sqrt{\frac{1}{\mathsf{PI}\left(\right)}} \cdot \color{blue}{\left(\left|x\right| \cdot 2\right)}\right| \]

                if 0.0100000000000000002 < (fabs.f64 x)

                1. Initial program 99.9%

                  \[\left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left(2 \cdot \left|x\right| + \frac{2}{3} \cdot \left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
                2. Add Preprocessing
                3. Taylor expanded in x around 0

                  \[\leadsto \left|\color{blue}{\sqrt{\frac{1}{\mathsf{PI}\left(\right)}} \cdot \left(\frac{1}{21} \cdot {\left(\left|x\right|\right)}^{7} + \left(\frac{1}{5} \cdot {\left(\left|x\right|\right)}^{5} + \left(\frac{2}{3} \cdot {\left(\left|x\right|\right)}^{3} + 2 \cdot \left|x\right|\right)\right)\right)}\right| \]
                4. Step-by-step derivation
                  1. *-commutativeN/A

                    \[\leadsto \left|\color{blue}{\left(\frac{1}{21} \cdot {\left(\left|x\right|\right)}^{7} + \left(\frac{1}{5} \cdot {\left(\left|x\right|\right)}^{5} + \left(\frac{2}{3} \cdot {\left(\left|x\right|\right)}^{3} + 2 \cdot \left|x\right|\right)\right)\right) \cdot \sqrt{\frac{1}{\mathsf{PI}\left(\right)}}}\right| \]
                  2. lower-*.f64N/A

                    \[\leadsto \left|\color{blue}{\left(\frac{1}{21} \cdot {\left(\left|x\right|\right)}^{7} + \left(\frac{1}{5} \cdot {\left(\left|x\right|\right)}^{5} + \left(\frac{2}{3} \cdot {\left(\left|x\right|\right)}^{3} + 2 \cdot \left|x\right|\right)\right)\right) \cdot \sqrt{\frac{1}{\mathsf{PI}\left(\right)}}}\right| \]
                5. Applied rewrites99.9%

                  \[\leadsto \left|\color{blue}{\mathsf{fma}\left(\mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right), \left|x\right|, \mathsf{fma}\left({\left(\left|x\right|\right)}^{7}, 0.047619047619047616, {\left(\left|x\right|\right)}^{5} \cdot 0.2\right)\right) \cdot \sqrt{\frac{1}{\mathsf{PI}\left(\right)}}}\right| \]
                6. Taylor expanded in x around inf

                  \[\leadsto \left|\frac{2}{3} \cdot \color{blue}{\left(\left({x}^{2} \cdot \left|x\right|\right) \cdot \sqrt{\frac{1}{\mathsf{PI}\left(\right)}}\right)}\right| \]
                7. Step-by-step derivation
                  1. Applied rewrites65.8%

                    \[\leadsto \left|\left({\left(\left|x\right|\right)}^{3} \cdot 0.6666666666666666\right) \cdot \color{blue}{\sqrt{\frac{1}{\mathsf{PI}\left(\right)}}}\right| \]
                  2. Step-by-step derivation
                    1. Applied rewrites65.8%

                      \[\leadsto \left|\left|x\right| \cdot \left(\left(x \cdot x\right) \cdot \color{blue}{\frac{0.6666666666666666}{\sqrt{\mathsf{PI}\left(\right)}}}\right)\right| \]
                    2. Step-by-step derivation
                      1. Applied rewrites65.8%

                        \[\leadsto \left|\left|x\right| \cdot \left(0.6666666666666666 \cdot \frac{x \cdot x}{\color{blue}{\sqrt{\mathsf{PI}\left(\right)}}}\right)\right| \]
                    3. Recombined 2 regimes into one program.
                    4. Final simplification88.5%

                      \[\leadsto \begin{array}{l} \mathbf{if}\;\left|x\right| \leq 0.01:\\ \;\;\;\;\left|\sqrt{{\mathsf{PI}\left(\right)}^{-1}} \cdot \left(\left|x\right| \cdot 2\right)\right|\\ \mathbf{else}:\\ \;\;\;\;\left|\left|x\right| \cdot \left(0.6666666666666666 \cdot \frac{x \cdot x}{\sqrt{\mathsf{PI}\left(\right)}}\right)\right|\\ \end{array} \]
                    5. Add Preprocessing

                    Alternative 6: 67.9% accurate, 1.5× speedup?

                    \[\begin{array}{l} \\ \left|\sqrt{{\mathsf{PI}\left(\right)}^{-1}} \cdot \left(\left|x\right| \cdot 2\right)\right| \end{array} \]
                    (FPCore (x)
                     :precision binary64
                     (fabs (* (sqrt (pow (PI) -1.0)) (* (fabs x) 2.0))))
                    \begin{array}{l}
                    
                    \\
                    \left|\sqrt{{\mathsf{PI}\left(\right)}^{-1}} \cdot \left(\left|x\right| \cdot 2\right)\right|
                    \end{array}
                    
                    Derivation
                    1. Initial program 99.8%

                      \[\left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left(2 \cdot \left|x\right| + \frac{2}{3} \cdot \left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
                    2. Add Preprocessing
                    3. Taylor expanded in x around 0

                      \[\leadsto \left|\color{blue}{\sqrt{\frac{1}{\mathsf{PI}\left(\right)}} \cdot \left(\frac{1}{21} \cdot {\left(\left|x\right|\right)}^{7} + \left(\frac{1}{5} \cdot {\left(\left|x\right|\right)}^{5} + \left(\frac{2}{3} \cdot {\left(\left|x\right|\right)}^{3} + 2 \cdot \left|x\right|\right)\right)\right)}\right| \]
                    4. Step-by-step derivation
                      1. *-commutativeN/A

                        \[\leadsto \left|\color{blue}{\left(\frac{1}{21} \cdot {\left(\left|x\right|\right)}^{7} + \left(\frac{1}{5} \cdot {\left(\left|x\right|\right)}^{5} + \left(\frac{2}{3} \cdot {\left(\left|x\right|\right)}^{3} + 2 \cdot \left|x\right|\right)\right)\right) \cdot \sqrt{\frac{1}{\mathsf{PI}\left(\right)}}}\right| \]
                      2. lower-*.f64N/A

                        \[\leadsto \left|\color{blue}{\left(\frac{1}{21} \cdot {\left(\left|x\right|\right)}^{7} + \left(\frac{1}{5} \cdot {\left(\left|x\right|\right)}^{5} + \left(\frac{2}{3} \cdot {\left(\left|x\right|\right)}^{3} + 2 \cdot \left|x\right|\right)\right)\right) \cdot \sqrt{\frac{1}{\mathsf{PI}\left(\right)}}}\right| \]
                    5. Applied rewrites99.9%

                      \[\leadsto \left|\color{blue}{\mathsf{fma}\left(\mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right), \left|x\right|, \mathsf{fma}\left({\left(\left|x\right|\right)}^{7}, 0.047619047619047616, {\left(\left|x\right|\right)}^{5} \cdot 0.2\right)\right) \cdot \sqrt{\frac{1}{\mathsf{PI}\left(\right)}}}\right| \]
                    6. Step-by-step derivation
                      1. Applied rewrites73.5%

                        \[\leadsto \left|\mathsf{fma}\left(\mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right), \left|x\right|, \mathsf{fma}\left({x}^{6}, \left|x\right| \cdot 0.047619047619047616, {x}^{5} \cdot 0.2\right)\right) \cdot \sqrt{\frac{1}{\mathsf{PI}\left(\right)}}\right| \]
                      2. Taylor expanded in x around 0

                        \[\leadsto \left|2 \cdot \color{blue}{\left(\sqrt{\frac{1}{\mathsf{PI}\left(\right)}} \cdot \left|x\right|\right)}\right| \]
                      3. Step-by-step derivation
                        1. Applied rewrites69.2%

                          \[\leadsto \left|\sqrt{\frac{1}{\mathsf{PI}\left(\right)}} \cdot \color{blue}{\left(\left|x\right| \cdot 2\right)}\right| \]
                        2. Final simplification69.2%

                          \[\leadsto \left|\sqrt{{\mathsf{PI}\left(\right)}^{-1}} \cdot \left(\left|x\right| \cdot 2\right)\right| \]
                        3. Add Preprocessing

                        Alternative 7: 99.8% accurate, 1.5× speedup?

                        \[\begin{array}{l} \\ \begin{array}{l} t_0 := \left(\left(\left(x \cdot x\right) \cdot x\right) \cdot x\right) \cdot x\\ \left|\frac{-1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right) + 0.2 \cdot \left|t\_0\right|\right) + 0.047619047619047616 \cdot \left(\left|t\_0 \cdot x\right| \cdot \left|x\right|\right)\right)\right| \end{array} \end{array} \]
                        (FPCore (x)
                         :precision binary64
                         (let* ((t_0 (* (* (* (* x x) x) x) x)))
                           (fabs
                            (*
                             (/ -1.0 (sqrt (PI)))
                             (+
                              (+ (* (fabs x) (fma (* x x) 0.6666666666666666 2.0)) (* 0.2 (fabs t_0)))
                              (* 0.047619047619047616 (* (fabs (* t_0 x)) (fabs x))))))))
                        \begin{array}{l}
                        
                        \\
                        \begin{array}{l}
                        t_0 := \left(\left(\left(x \cdot x\right) \cdot x\right) \cdot x\right) \cdot x\\
                        \left|\frac{-1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right) + 0.2 \cdot \left|t\_0\right|\right) + 0.047619047619047616 \cdot \left(\left|t\_0 \cdot x\right| \cdot \left|x\right|\right)\right)\right|
                        \end{array}
                        \end{array}
                        
                        Derivation
                        1. Initial program 99.8%

                          \[\left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left(2 \cdot \left|x\right| + \frac{2}{3} \cdot \left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
                        2. Add Preprocessing
                        3. Step-by-step derivation
                          1. lift-+.f64N/A

                            \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\color{blue}{\left(2 \cdot \left|x\right| + \frac{2}{3} \cdot \left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)} + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
                          2. +-commutativeN/A

                            \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\color{blue}{\left(\frac{2}{3} \cdot \left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) + 2 \cdot \left|x\right|\right)} + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
                          3. lift-*.f64N/A

                            \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left(\color{blue}{\frac{2}{3} \cdot \left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right)} + 2 \cdot \left|x\right|\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
                          4. lift-*.f64N/A

                            \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left(\frac{2}{3} \cdot \color{blue}{\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right)} + 2 \cdot \left|x\right|\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
                          5. associate-*r*N/A

                            \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left(\color{blue}{\left(\frac{2}{3} \cdot \left(\left|x\right| \cdot \left|x\right|\right)\right) \cdot \left|x\right|} + 2 \cdot \left|x\right|\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
                          6. lift-*.f64N/A

                            \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left(\left(\frac{2}{3} \cdot \left(\left|x\right| \cdot \left|x\right|\right)\right) \cdot \left|x\right| + \color{blue}{2 \cdot \left|x\right|}\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
                          7. distribute-rgt-outN/A

                            \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\color{blue}{\left|x\right| \cdot \left(\frac{2}{3} \cdot \left(\left|x\right| \cdot \left|x\right|\right) + 2\right)} + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
                          8. lower-*.f64N/A

                            \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\color{blue}{\left|x\right| \cdot \left(\frac{2}{3} \cdot \left(\left|x\right| \cdot \left|x\right|\right) + 2\right)} + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
                          9. *-commutativeN/A

                            \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \left(\color{blue}{\left(\left|x\right| \cdot \left|x\right|\right) \cdot \frac{2}{3}} + 2\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
                          10. lower-fma.f6499.8

                            \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \color{blue}{\mathsf{fma}\left(\left|x\right| \cdot \left|x\right|, \frac{2}{3}, 2\right)} + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
                          11. lift-*.f64N/A

                            \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(\color{blue}{\left|x\right| \cdot \left|x\right|}, \frac{2}{3}, 2\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
                          12. lift-fabs.f64N/A

                            \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(\color{blue}{\left|x\right|} \cdot \left|x\right|, \frac{2}{3}, 2\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
                          13. lift-fabs.f64N/A

                            \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(\left|x\right| \cdot \color{blue}{\left|x\right|}, \frac{2}{3}, 2\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
                          14. sqr-absN/A

                            \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(\color{blue}{x \cdot x}, \frac{2}{3}, 2\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
                          15. lower-*.f6499.8

                            \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(\color{blue}{x \cdot x}, \frac{2}{3}, 2\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
                          16. lift-/.f64N/A

                            \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \color{blue}{\frac{2}{3}}, 2\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
                          17. metadata-eval99.8

                            \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \color{blue}{0.6666666666666666}, 2\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
                        4. Applied rewrites99.8%

                          \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\color{blue}{\left|x\right| \cdot \mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right)} + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
                        5. Step-by-step derivation
                          1. lift-/.f64N/A

                            \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \color{blue}{\frac{1}{21}} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
                          2. metadata-eval99.8

                            \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \color{blue}{0.047619047619047616} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
                        6. Applied rewrites99.8%

                          \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \color{blue}{0.047619047619047616} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
                        7. Step-by-step derivation
                          1. lift-/.f64N/A

                            \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right) + \color{blue}{\frac{1}{5}} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
                          2. metadata-eval99.8

                            \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right) + \color{blue}{0.2} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + 0.047619047619047616 \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
                        8. Applied rewrites99.8%

                          \[\leadsto \left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right) + \color{blue}{0.2} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + 0.047619047619047616 \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
                        9. Final simplification99.8%

                          \[\leadsto \left|\frac{-1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right) + 0.2 \cdot \left|\left(\left(\left(x \cdot x\right) \cdot x\right) \cdot x\right) \cdot x\right|\right) + 0.047619047619047616 \cdot \left(\left|\left(\left(\left(\left(x \cdot x\right) \cdot x\right) \cdot x\right) \cdot x\right) \cdot x\right| \cdot \left|x\right|\right)\right)\right| \]
                        10. Add Preprocessing

                        Alternative 8: 89.0% accurate, 4.4× speedup?

                        \[\begin{array}{l} \\ \left|\frac{\mathsf{fma}\left(0.6666666666666666 \cdot x, x, 2\right) \cdot \left|x\right|}{\sqrt{\mathsf{PI}\left(\right)}}\right| \end{array} \]
                        (FPCore (x)
                         :precision binary64
                         (fabs (/ (* (fma (* 0.6666666666666666 x) x 2.0) (fabs x)) (sqrt (PI)))))
                        \begin{array}{l}
                        
                        \\
                        \left|\frac{\mathsf{fma}\left(0.6666666666666666 \cdot x, x, 2\right) \cdot \left|x\right|}{\sqrt{\mathsf{PI}\left(\right)}}\right|
                        \end{array}
                        
                        Derivation
                        1. Initial program 99.8%

                          \[\left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left(2 \cdot \left|x\right| + \frac{2}{3} \cdot \left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
                        2. Add Preprocessing
                        3. Applied rewrites99.4%

                          \[\leadsto \left|\color{blue}{\frac{\mathsf{fma}\left({\left(\left|x\right|\right)}^{7}, 0.047619047619047616, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, 0.2, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}}\right| \]
                        4. Step-by-step derivation
                          1. metadata-evalN/A

                            \[\leadsto \left|\frac{\mathsf{fma}\left({\left(\left|x\right|\right)}^{7}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \color{blue}{\frac{2}{3}}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                          2. lift-pow.f64N/A

                            \[\leadsto \left|\frac{\mathsf{fma}\left(\color{blue}{{\left(\left|x\right|\right)}^{7}}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                          3. sqr-powN/A

                            \[\leadsto \left|\frac{\mathsf{fma}\left(\color{blue}{{\left(\left|x\right|\right)}^{\left(\frac{7}{2}\right)} \cdot {\left(\left|x\right|\right)}^{\left(\frac{7}{2}\right)}}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                          4. pow-prod-downN/A

                            \[\leadsto \left|\frac{\mathsf{fma}\left(\color{blue}{{\left(\left|x\right| \cdot \left|x\right|\right)}^{\left(\frac{7}{2}\right)}}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                          5. lift-fabs.f64N/A

                            \[\leadsto \left|\frac{\mathsf{fma}\left({\left(\color{blue}{\left|x\right|} \cdot \left|x\right|\right)}^{\left(\frac{7}{2}\right)}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                          6. lift-fabs.f64N/A

                            \[\leadsto \left|\frac{\mathsf{fma}\left({\left(\left|x\right| \cdot \color{blue}{\left|x\right|}\right)}^{\left(\frac{7}{2}\right)}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                          7. sqr-absN/A

                            \[\leadsto \left|\frac{\mathsf{fma}\left({\color{blue}{\left(x \cdot x\right)}}^{\left(\frac{7}{2}\right)}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                          8. pow2N/A

                            \[\leadsto \left|\frac{\mathsf{fma}\left({\color{blue}{\left({x}^{2}\right)}}^{\left(\frac{7}{2}\right)}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                          9. pow-powN/A

                            \[\leadsto \left|\frac{\mathsf{fma}\left(\color{blue}{{x}^{\left(2 \cdot \frac{7}{2}\right)}}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                          10. metadata-evalN/A

                            \[\leadsto \left|\frac{\mathsf{fma}\left({x}^{\left(2 \cdot \color{blue}{\frac{7}{2}}\right)}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                          11. metadata-evalN/A

                            \[\leadsto \left|\frac{\mathsf{fma}\left({x}^{\color{blue}{7}}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                          12. lower-pow.f64N/A

                            \[\leadsto \left|\frac{\mathsf{fma}\left(\color{blue}{{x}^{7}}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                        5. Applied rewrites78.5%

                          \[\leadsto \left|\frac{\color{blue}{\mathsf{fma}\left({x}^{7}, 0.047619047619047616, \mathsf{fma}\left({x}^{5}, 0.2, \mathsf{fma}\left(0.6666666666666666 \cdot x, x, 2\right) \cdot \left|x\right|\right)\right)}}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                        6. Taylor expanded in x around 0

                          \[\leadsto \left|\frac{\color{blue}{\frac{2}{3} \cdot \left({x}^{2} \cdot \left|x\right|\right) + 2 \cdot \left|x\right|}}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                        7. Step-by-step derivation
                          1. +-commutativeN/A

                            \[\leadsto \left|\frac{\color{blue}{2 \cdot \left|x\right| + \frac{2}{3} \cdot \left({x}^{2} \cdot \left|x\right|\right)}}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                          2. associate-*r*N/A

                            \[\leadsto \left|\frac{2 \cdot \left|x\right| + \color{blue}{\left(\frac{2}{3} \cdot {x}^{2}\right) \cdot \left|x\right|}}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                          3. distribute-rgt-inN/A

                            \[\leadsto \left|\frac{\color{blue}{\left|x\right| \cdot \left(2 + \frac{2}{3} \cdot {x}^{2}\right)}}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                          4. *-commutativeN/A

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

                            \[\leadsto \left|\frac{\color{blue}{\left(2 + \frac{2}{3} \cdot {x}^{2}\right) \cdot \left|x\right|}}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                          6. +-commutativeN/A

                            \[\leadsto \left|\frac{\color{blue}{\left(\frac{2}{3} \cdot {x}^{2} + 2\right)} \cdot \left|x\right|}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                          7. *-commutativeN/A

                            \[\leadsto \left|\frac{\left(\color{blue}{{x}^{2} \cdot \frac{2}{3}} + 2\right) \cdot \left|x\right|}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                          8. lower-fma.f64N/A

                            \[\leadsto \left|\frac{\color{blue}{\mathsf{fma}\left({x}^{2}, \frac{2}{3}, 2\right)} \cdot \left|x\right|}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                          9. unpow2N/A

                            \[\leadsto \left|\frac{\mathsf{fma}\left(\color{blue}{x \cdot x}, \frac{2}{3}, 2\right) \cdot \left|x\right|}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                          10. lower-*.f64N/A

                            \[\leadsto \left|\frac{\mathsf{fma}\left(\color{blue}{x \cdot x}, \frac{2}{3}, 2\right) \cdot \left|x\right|}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                          11. lower-fabs.f6488.2

                            \[\leadsto \left|\frac{\mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right) \cdot \color{blue}{\left|x\right|}}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                        8. Applied rewrites88.2%

                          \[\leadsto \left|\frac{\color{blue}{\mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right) \cdot \left|x\right|}}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                        9. Step-by-step derivation
                          1. Applied rewrites88.2%

                            \[\leadsto \left|\frac{\mathsf{fma}\left(0.6666666666666666 \cdot x, x, 2\right) \cdot \left|\color{blue}{x}\right|}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                          2. Add Preprocessing

                          Alternative 9: 67.4% accurate, 5.9× speedup?

                          \[\begin{array}{l} \\ \left|\frac{\left|x\right| \cdot 2}{\sqrt{\mathsf{PI}\left(\right)}}\right| \end{array} \]
                          (FPCore (x) :precision binary64 (fabs (/ (* (fabs x) 2.0) (sqrt (PI)))))
                          \begin{array}{l}
                          
                          \\
                          \left|\frac{\left|x\right| \cdot 2}{\sqrt{\mathsf{PI}\left(\right)}}\right|
                          \end{array}
                          
                          Derivation
                          1. Initial program 99.8%

                            \[\left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left(2 \cdot \left|x\right| + \frac{2}{3} \cdot \left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{5} \cdot \left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right| \]
                          2. Add Preprocessing
                          3. Applied rewrites99.4%

                            \[\leadsto \left|\color{blue}{\frac{\mathsf{fma}\left({\left(\left|x\right|\right)}^{7}, 0.047619047619047616, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, 0.2, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}}\right| \]
                          4. Step-by-step derivation
                            1. metadata-evalN/A

                              \[\leadsto \left|\frac{\mathsf{fma}\left({\left(\left|x\right|\right)}^{7}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \color{blue}{\frac{2}{3}}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                            2. lift-pow.f64N/A

                              \[\leadsto \left|\frac{\mathsf{fma}\left(\color{blue}{{\left(\left|x\right|\right)}^{7}}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                            3. sqr-powN/A

                              \[\leadsto \left|\frac{\mathsf{fma}\left(\color{blue}{{\left(\left|x\right|\right)}^{\left(\frac{7}{2}\right)} \cdot {\left(\left|x\right|\right)}^{\left(\frac{7}{2}\right)}}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                            4. pow-prod-downN/A

                              \[\leadsto \left|\frac{\mathsf{fma}\left(\color{blue}{{\left(\left|x\right| \cdot \left|x\right|\right)}^{\left(\frac{7}{2}\right)}}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                            5. lift-fabs.f64N/A

                              \[\leadsto \left|\frac{\mathsf{fma}\left({\left(\color{blue}{\left|x\right|} \cdot \left|x\right|\right)}^{\left(\frac{7}{2}\right)}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                            6. lift-fabs.f64N/A

                              \[\leadsto \left|\frac{\mathsf{fma}\left({\left(\left|x\right| \cdot \color{blue}{\left|x\right|}\right)}^{\left(\frac{7}{2}\right)}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                            7. sqr-absN/A

                              \[\leadsto \left|\frac{\mathsf{fma}\left({\color{blue}{\left(x \cdot x\right)}}^{\left(\frac{7}{2}\right)}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                            8. pow2N/A

                              \[\leadsto \left|\frac{\mathsf{fma}\left({\color{blue}{\left({x}^{2}\right)}}^{\left(\frac{7}{2}\right)}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                            9. pow-powN/A

                              \[\leadsto \left|\frac{\mathsf{fma}\left(\color{blue}{{x}^{\left(2 \cdot \frac{7}{2}\right)}}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                            10. metadata-evalN/A

                              \[\leadsto \left|\frac{\mathsf{fma}\left({x}^{\left(2 \cdot \color{blue}{\frac{7}{2}}\right)}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                            11. metadata-evalN/A

                              \[\leadsto \left|\frac{\mathsf{fma}\left({x}^{\color{blue}{7}}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                            12. lower-pow.f64N/A

                              \[\leadsto \left|\frac{\mathsf{fma}\left(\color{blue}{{x}^{7}}, \frac{1}{21}, \mathsf{fma}\left({\left(\left|x\right|\right)}^{5}, \frac{1}{5}, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, \frac{2}{3}, 2\right)\right)\right)}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                          5. Applied rewrites78.5%

                            \[\leadsto \left|\frac{\color{blue}{\mathsf{fma}\left({x}^{7}, 0.047619047619047616, \mathsf{fma}\left({x}^{5}, 0.2, \mathsf{fma}\left(0.6666666666666666 \cdot x, x, 2\right) \cdot \left|x\right|\right)\right)}}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                          6. Taylor expanded in x around 0

                            \[\leadsto \left|\frac{\color{blue}{2 \cdot \left|x\right|}}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                          7. Step-by-step derivation
                            1. *-commutativeN/A

                              \[\leadsto \left|\frac{\color{blue}{\left|x\right| \cdot 2}}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                            2. lower-*.f64N/A

                              \[\leadsto \left|\frac{\color{blue}{\left|x\right| \cdot 2}}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                            3. lower-fabs.f6468.7

                              \[\leadsto \left|\frac{\color{blue}{\left|x\right|} \cdot 2}{\sqrt{\mathsf{PI}\left(\right)}}\right| \]
                          8. Applied rewrites68.7%

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

                          Reproduce

                          ?
                          herbie shell --seed 2024303 
                          (FPCore (x)
                            :name "Jmat.Real.erfi, branch x less than or equal to 0.5"
                            :precision binary64
                            :pre (<= x 0.5)
                            (fabs (* (/ 1.0 (sqrt (PI))) (+ (+ (+ (* 2.0 (fabs x)) (* (/ 2.0 3.0) (* (* (fabs x) (fabs x)) (fabs x)))) (* (/ 1.0 5.0) (* (* (* (* (fabs x) (fabs x)) (fabs x)) (fabs x)) (fabs x)))) (* (/ 1.0 21.0) (* (* (* (* (* (* (fabs x) (fabs x)) (fabs x)) (fabs x)) (fabs x)) (fabs x)) (fabs x)))))))