Ian Simplification

Percentage Accurate: 6.8% → 8.3%
Time: 6.0s
Alternatives: 5
Speedup: 1.1×

Specification

?
\[\begin{array}{l} \\ \frac{\mathsf{PI}\left(\right)}{2} - 2 \cdot \sin^{-1} \left(\sqrt{\frac{1 - x}{2}}\right) \end{array} \]
(FPCore (x)
 :precision binary64
 (- (/ (PI) 2.0) (* 2.0 (asin (sqrt (/ (- 1.0 x) 2.0))))))
\begin{array}{l}

\\
\frac{\mathsf{PI}\left(\right)}{2} - 2 \cdot \sin^{-1} \left(\sqrt{\frac{1 - x}{2}}\right)
\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 5 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: 6.8% accurate, 1.0× speedup?

\[\begin{array}{l} \\ \frac{\mathsf{PI}\left(\right)}{2} - 2 \cdot \sin^{-1} \left(\sqrt{\frac{1 - x}{2}}\right) \end{array} \]
(FPCore (x)
 :precision binary64
 (- (/ (PI) 2.0) (* 2.0 (asin (sqrt (/ (- 1.0 x) 2.0))))))
\begin{array}{l}

\\
\frac{\mathsf{PI}\left(\right)}{2} - 2 \cdot \sin^{-1} \left(\sqrt{\frac{1 - x}{2}}\right)
\end{array}

Alternative 1: 8.3% accurate, 0.1× speedup?

\[\begin{array}{l} \\ \begin{array}{l} t_0 := \sin^{-1} \left(\sqrt{0.5 \cdot \left(1 - x\right)}\right)\\ t_1 := t\_0 \cdot 2\\ t_2 := 0.5 \cdot \mathsf{PI}\left(\right)\\ \frac{\mathsf{fma}\left(0.25, \mathsf{PI}\left(\right) \cdot \mathsf{PI}\left(\right), -4 \cdot \left(t\_0 \cdot \sin^{-1} \left({\left(\sqrt{2}\right)}^{-1} \cdot \sqrt{1 - x}\right)\right)\right)}{\frac{{t\_1}^{3} + {t\_2}^{3}}{\mathsf{fma}\left(t\_1, t\_1, t\_2 \cdot t\_2 - t\_1 \cdot t\_2\right)}} \end{array} \end{array} \]
(FPCore (x)
 :precision binary64
 (let* ((t_0 (asin (sqrt (* 0.5 (- 1.0 x)))))
        (t_1 (* t_0 2.0))
        (t_2 (* 0.5 (PI))))
   (/
    (fma
     0.25
     (* (PI) (PI))
     (* -4.0 (* t_0 (asin (* (pow (sqrt 2.0) -1.0) (sqrt (- 1.0 x)))))))
    (/
     (+ (pow t_1 3.0) (pow t_2 3.0))
     (fma t_1 t_1 (- (* t_2 t_2) (* t_1 t_2)))))))
\begin{array}{l}

\\
\begin{array}{l}
t_0 := \sin^{-1} \left(\sqrt{0.5 \cdot \left(1 - x\right)}\right)\\
t_1 := t\_0 \cdot 2\\
t_2 := 0.5 \cdot \mathsf{PI}\left(\right)\\
\frac{\mathsf{fma}\left(0.25, \mathsf{PI}\left(\right) \cdot \mathsf{PI}\left(\right), -4 \cdot \left(t\_0 \cdot \sin^{-1} \left({\left(\sqrt{2}\right)}^{-1} \cdot \sqrt{1 - x}\right)\right)\right)}{\frac{{t\_1}^{3} + {t\_2}^{3}}{\mathsf{fma}\left(t\_1, t\_1, t\_2 \cdot t\_2 - t\_1 \cdot t\_2\right)}}
\end{array}
\end{array}
Derivation
  1. Initial program 7.0%

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

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

      \[\leadsto \frac{\mathsf{PI}\left(\right)}{2} - \color{blue}{2 \cdot \sin^{-1} \left(\sqrt{\frac{1 - x}{2}}\right)} \]
    3. lift-asin.f64N/A

      \[\leadsto \frac{\mathsf{PI}\left(\right)}{2} - 2 \cdot \color{blue}{\sin^{-1} \left(\sqrt{\frac{1 - x}{2}}\right)} \]
    4. lift-sqrt.f64N/A

      \[\leadsto \frac{\mathsf{PI}\left(\right)}{2} - 2 \cdot \sin^{-1} \color{blue}{\left(\sqrt{\frac{1 - x}{2}}\right)} \]
    5. lift--.f64N/A

      \[\leadsto \frac{\mathsf{PI}\left(\right)}{2} - 2 \cdot \sin^{-1} \left(\sqrt{\frac{\color{blue}{1 - x}}{2}}\right) \]
    6. lift-/.f64N/A

      \[\leadsto \frac{\mathsf{PI}\left(\right)}{2} - 2 \cdot \sin^{-1} \left(\sqrt{\color{blue}{\frac{1 - x}{2}}}\right) \]
    7. flip--N/A

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

      \[\leadsto \color{blue}{\frac{\frac{\mathsf{PI}\left(\right)}{2} \cdot \frac{\mathsf{PI}\left(\right)}{2} - \left(2 \cdot \sin^{-1} \left(\sqrt{\frac{1 - x}{2}}\right)\right) \cdot \left(2 \cdot \sin^{-1} \left(\sqrt{\frac{1 - x}{2}}\right)\right)}{\frac{\mathsf{PI}\left(\right)}{2} + 2 \cdot \sin^{-1} \left(\sqrt{\frac{1 - x}{2}}\right)}} \]
  4. Applied rewrites7.0%

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

      \[\leadsto \frac{\frac{\mathsf{PI}\left(\right)}{2} \cdot \frac{\mathsf{PI}\left(\right)}{2} - \left(\sin^{-1} \color{blue}{\left(\sqrt{\frac{1 - x}{2}}\right)} \cdot 2\right) \cdot \left(\sin^{-1} \left(\sqrt{\frac{1 - x}{2}}\right) \cdot 2\right)}{\frac{\mathsf{PI}\left(\right)}{2} + \sin^{-1} \left(\sqrt{\frac{1 - x}{2}}\right) \cdot 2} \]
    2. lift--.f64N/A

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

      \[\leadsto \frac{\frac{\mathsf{PI}\left(\right)}{2} \cdot \frac{\mathsf{PI}\left(\right)}{2} - \left(\sin^{-1} \left(\sqrt{\color{blue}{\frac{1 - x}{2}}}\right) \cdot 2\right) \cdot \left(\sin^{-1} \left(\sqrt{\frac{1 - x}{2}}\right) \cdot 2\right)}{\frac{\mathsf{PI}\left(\right)}{2} + \sin^{-1} \left(\sqrt{\frac{1 - x}{2}}\right) \cdot 2} \]
    4. sqrt-divN/A

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

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

      \[\leadsto \frac{\frac{\mathsf{PI}\left(\right)}{2} \cdot \frac{\mathsf{PI}\left(\right)}{2} - \left(\sin^{-1} \left(\frac{\sqrt{\color{blue}{1 - x}}}{\sqrt{2}}\right) \cdot 2\right) \cdot \left(\sin^{-1} \left(\sqrt{\frac{1 - x}{2}}\right) \cdot 2\right)}{\frac{\mathsf{PI}\left(\right)}{2} + \sin^{-1} \left(\sqrt{\frac{1 - x}{2}}\right) \cdot 2} \]
    7. lift-sqrt.f64N/A

      \[\leadsto \frac{\frac{\mathsf{PI}\left(\right)}{2} \cdot \frac{\mathsf{PI}\left(\right)}{2} - \left(\sin^{-1} \left(\frac{\sqrt{1 - x}}{\color{blue}{\sqrt{2}}}\right) \cdot 2\right) \cdot \left(\sin^{-1} \left(\sqrt{\frac{1 - x}{2}}\right) \cdot 2\right)}{\frac{\mathsf{PI}\left(\right)}{2} + \sin^{-1} \left(\sqrt{\frac{1 - x}{2}}\right) \cdot 2} \]
    8. lift-/.f648.5

      \[\leadsto \frac{\frac{\mathsf{PI}\left(\right)}{2} \cdot \frac{\mathsf{PI}\left(\right)}{2} - \left(\sin^{-1} \color{blue}{\left(\frac{\sqrt{1 - x}}{\sqrt{2}}\right)} \cdot 2\right) \cdot \left(\sin^{-1} \left(\sqrt{\frac{1 - x}{2}}\right) \cdot 2\right)}{\frac{\mathsf{PI}\left(\right)}{2} + \sin^{-1} \left(\sqrt{\frac{1 - x}{2}}\right) \cdot 2} \]
  6. Applied rewrites8.5%

    \[\leadsto \frac{\frac{\mathsf{PI}\left(\right)}{2} \cdot \frac{\mathsf{PI}\left(\right)}{2} - \left(\sin^{-1} \color{blue}{\left(\frac{\sqrt{1 - x}}{\sqrt{2}}\right)} \cdot 2\right) \cdot \left(\sin^{-1} \left(\sqrt{\frac{1 - x}{2}}\right) \cdot 2\right)}{\frac{\mathsf{PI}\left(\right)}{2} + \sin^{-1} \left(\sqrt{\frac{1 - x}{2}}\right) \cdot 2} \]
  7. Taylor expanded in x around 0

    \[\leadsto \color{blue}{\frac{\frac{1}{4} \cdot {\mathsf{PI}\left(\right)}^{2} - 4 \cdot \left(\sin^{-1} \left(\sqrt{\frac{1}{2}} \cdot \sqrt{1 - x}\right) \cdot \sin^{-1} \left(\frac{1}{\sqrt{2}} \cdot \sqrt{1 - x}\right)\right)}{\frac{1}{2} \cdot \mathsf{PI}\left(\right) + 2 \cdot \sin^{-1} \left(\sqrt{\frac{1}{2}} \cdot \sqrt{1 - x}\right)}} \]
  8. Applied rewrites8.5%

    \[\leadsto \color{blue}{\frac{\mathsf{fma}\left(0.25, \mathsf{PI}\left(\right) \cdot \mathsf{PI}\left(\right), -4 \cdot \left(\sin^{-1} \left(\sqrt{0.5 \cdot \left(1 - x\right)}\right) \cdot \sin^{-1} \left({\left(\sqrt{2}\right)}^{-1} \cdot \sqrt{1 - x}\right)\right)\right)}{\mathsf{fma}\left(\sin^{-1} \left(\sqrt{0.5 \cdot \left(1 - x\right)}\right), 2, 0.5 \cdot \mathsf{PI}\left(\right)\right)}} \]
  9. Step-by-step derivation
    1. lift-fma.f64N/A

      \[\leadsto \frac{\mathsf{fma}\left(\frac{1}{4}, \mathsf{PI}\left(\right) \cdot \mathsf{PI}\left(\right), -4 \cdot \left(\sin^{-1} \left(\sqrt{\frac{1}{2} \cdot \left(1 - x\right)}\right) \cdot \sin^{-1} \left({\left(\sqrt{2}\right)}^{-1} \cdot \sqrt{1 - x}\right)\right)\right)}{\sin^{-1} \left(\sqrt{\frac{1}{2} \cdot \left(1 - x\right)}\right) \cdot 2 + \color{blue}{\frac{1}{2} \cdot \mathsf{PI}\left(\right)}} \]
    2. lift-asin.f64N/A

      \[\leadsto \frac{\mathsf{fma}\left(\frac{1}{4}, \mathsf{PI}\left(\right) \cdot \mathsf{PI}\left(\right), -4 \cdot \left(\sin^{-1} \left(\sqrt{\frac{1}{2} \cdot \left(1 - x\right)}\right) \cdot \sin^{-1} \left({\left(\sqrt{2}\right)}^{-1} \cdot \sqrt{1 - x}\right)\right)\right)}{\sin^{-1} \left(\sqrt{\frac{1}{2} \cdot \left(1 - x\right)}\right) \cdot 2 + \frac{1}{2} \cdot \mathsf{PI}\left(\right)} \]
    3. lift-sqrt.f64N/A

      \[\leadsto \frac{\mathsf{fma}\left(\frac{1}{4}, \mathsf{PI}\left(\right) \cdot \mathsf{PI}\left(\right), -4 \cdot \left(\sin^{-1} \left(\sqrt{\frac{1}{2} \cdot \left(1 - x\right)}\right) \cdot \sin^{-1} \left({\left(\sqrt{2}\right)}^{-1} \cdot \sqrt{1 - x}\right)\right)\right)}{\sin^{-1} \left(\sqrt{\frac{1}{2} \cdot \left(1 - x\right)}\right) \cdot 2 + \frac{1}{2} \cdot \mathsf{PI}\left(\right)} \]
    4. lift--.f64N/A

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

      \[\leadsto \frac{\mathsf{fma}\left(\frac{1}{4}, \mathsf{PI}\left(\right) \cdot \mathsf{PI}\left(\right), -4 \cdot \left(\sin^{-1} \left(\sqrt{\frac{1}{2} \cdot \left(1 - x\right)}\right) \cdot \sin^{-1} \left({\left(\sqrt{2}\right)}^{-1} \cdot \sqrt{1 - x}\right)\right)\right)}{\sin^{-1} \left(\sqrt{\frac{1}{2} \cdot \left(1 - x\right)}\right) \cdot 2 + \frac{1}{2} \cdot \mathsf{PI}\left(\right)} \]
    6. lift-*.f64N/A

      \[\leadsto \frac{\mathsf{fma}\left(\frac{1}{4}, \mathsf{PI}\left(\right) \cdot \mathsf{PI}\left(\right), -4 \cdot \left(\sin^{-1} \left(\sqrt{\frac{1}{2} \cdot \left(1 - x\right)}\right) \cdot \sin^{-1} \left({\left(\sqrt{2}\right)}^{-1} \cdot \sqrt{1 - x}\right)\right)\right)}{\sin^{-1} \left(\sqrt{\frac{1}{2} \cdot \left(1 - x\right)}\right) \cdot 2 + \frac{1}{2} \cdot \color{blue}{\mathsf{PI}\left(\right)}} \]
    7. lift-PI.f64N/A

      \[\leadsto \frac{\mathsf{fma}\left(\frac{1}{4}, \mathsf{PI}\left(\right) \cdot \mathsf{PI}\left(\right), -4 \cdot \left(\sin^{-1} \left(\sqrt{\frac{1}{2} \cdot \left(1 - x\right)}\right) \cdot \sin^{-1} \left({\left(\sqrt{2}\right)}^{-1} \cdot \sqrt{1 - x}\right)\right)\right)}{\sin^{-1} \left(\sqrt{\frac{1}{2} \cdot \left(1 - x\right)}\right) \cdot 2 + \frac{1}{2} \cdot \mathsf{PI}\left(\right)} \]
    8. flip3-+N/A

      \[\leadsto \frac{\mathsf{fma}\left(\frac{1}{4}, \mathsf{PI}\left(\right) \cdot \mathsf{PI}\left(\right), -4 \cdot \left(\sin^{-1} \left(\sqrt{\frac{1}{2} \cdot \left(1 - x\right)}\right) \cdot \sin^{-1} \left({\left(\sqrt{2}\right)}^{-1} \cdot \sqrt{1 - x}\right)\right)\right)}{\frac{{\left(\sin^{-1} \left(\sqrt{\frac{1}{2} \cdot \left(1 - x\right)}\right) \cdot 2\right)}^{3} + {\left(\frac{1}{2} \cdot \mathsf{PI}\left(\right)\right)}^{3}}{\color{blue}{\left(\sin^{-1} \left(\sqrt{\frac{1}{2} \cdot \left(1 - x\right)}\right) \cdot 2\right) \cdot \left(\sin^{-1} \left(\sqrt{\frac{1}{2} \cdot \left(1 - x\right)}\right) \cdot 2\right) + \left(\left(\frac{1}{2} \cdot \mathsf{PI}\left(\right)\right) \cdot \left(\frac{1}{2} \cdot \mathsf{PI}\left(\right)\right) - \left(\sin^{-1} \left(\sqrt{\frac{1}{2} \cdot \left(1 - x\right)}\right) \cdot 2\right) \cdot \left(\frac{1}{2} \cdot \mathsf{PI}\left(\right)\right)\right)}}} \]
    9. lower-/.f64N/A

      \[\leadsto \frac{\mathsf{fma}\left(\frac{1}{4}, \mathsf{PI}\left(\right) \cdot \mathsf{PI}\left(\right), -4 \cdot \left(\sin^{-1} \left(\sqrt{\frac{1}{2} \cdot \left(1 - x\right)}\right) \cdot \sin^{-1} \left({\left(\sqrt{2}\right)}^{-1} \cdot \sqrt{1 - x}\right)\right)\right)}{\frac{{\left(\sin^{-1} \left(\sqrt{\frac{1}{2} \cdot \left(1 - x\right)}\right) \cdot 2\right)}^{3} + {\left(\frac{1}{2} \cdot \mathsf{PI}\left(\right)\right)}^{3}}{\color{blue}{\left(\sin^{-1} \left(\sqrt{\frac{1}{2} \cdot \left(1 - x\right)}\right) \cdot 2\right) \cdot \left(\sin^{-1} \left(\sqrt{\frac{1}{2} \cdot \left(1 - x\right)}\right) \cdot 2\right) + \left(\left(\frac{1}{2} \cdot \mathsf{PI}\left(\right)\right) \cdot \left(\frac{1}{2} \cdot \mathsf{PI}\left(\right)\right) - \left(\sin^{-1} \left(\sqrt{\frac{1}{2} \cdot \left(1 - x\right)}\right) \cdot 2\right) \cdot \left(\frac{1}{2} \cdot \mathsf{PI}\left(\right)\right)\right)}}} \]
  10. Applied rewrites8.5%

    \[\leadsto \frac{\mathsf{fma}\left(0.25, \mathsf{PI}\left(\right) \cdot \mathsf{PI}\left(\right), -4 \cdot \left(\sin^{-1} \left(\sqrt{0.5 \cdot \left(1 - x\right)}\right) \cdot \sin^{-1} \left({\left(\sqrt{2}\right)}^{-1} \cdot \sqrt{1 - x}\right)\right)\right)}{\frac{{\left(\sin^{-1} \left(\sqrt{0.5 \cdot \left(1 - x\right)}\right) \cdot 2\right)}^{3} + {\left(0.5 \cdot \mathsf{PI}\left(\right)\right)}^{3}}{\color{blue}{\mathsf{fma}\left(\sin^{-1} \left(\sqrt{0.5 \cdot \left(1 - x\right)}\right) \cdot 2, \sin^{-1} \left(\sqrt{0.5 \cdot \left(1 - x\right)}\right) \cdot 2, \left(0.5 \cdot \mathsf{PI}\left(\right)\right) \cdot \left(0.5 \cdot \mathsf{PI}\left(\right)\right) - \left(\sin^{-1} \left(\sqrt{0.5 \cdot \left(1 - x\right)}\right) \cdot 2\right) \cdot \left(0.5 \cdot \mathsf{PI}\left(\right)\right)\right)}}} \]
  11. Add Preprocessing

Alternative 2: 8.3% accurate, 0.3× speedup?

\[\begin{array}{l} \\ \begin{array}{l} t_0 := \sin^{-1} \left(\sqrt{0.5 \cdot \left(1 - x\right)}\right)\\ \frac{\mathsf{fma}\left(0.25, \mathsf{PI}\left(\right) \cdot \mathsf{PI}\left(\right), -4 \cdot \left(t\_0 \cdot \sin^{-1} \left(\frac{1}{\sqrt{2}} \cdot \sqrt{1 - x}\right)\right)\right)}{\mathsf{fma}\left(t\_0, 2, 0.5 \cdot \mathsf{PI}\left(\right)\right)} \end{array} \end{array} \]
(FPCore (x)
 :precision binary64
 (let* ((t_0 (asin (sqrt (* 0.5 (- 1.0 x))))))
   (/
    (fma
     0.25
     (* (PI) (PI))
     (* -4.0 (* t_0 (asin (* (/ 1.0 (sqrt 2.0)) (sqrt (- 1.0 x)))))))
    (fma t_0 2.0 (* 0.5 (PI))))))
\begin{array}{l}

\\
\begin{array}{l}
t_0 := \sin^{-1} \left(\sqrt{0.5 \cdot \left(1 - x\right)}\right)\\
\frac{\mathsf{fma}\left(0.25, \mathsf{PI}\left(\right) \cdot \mathsf{PI}\left(\right), -4 \cdot \left(t\_0 \cdot \sin^{-1} \left(\frac{1}{\sqrt{2}} \cdot \sqrt{1 - x}\right)\right)\right)}{\mathsf{fma}\left(t\_0, 2, 0.5 \cdot \mathsf{PI}\left(\right)\right)}
\end{array}
\end{array}
Derivation
  1. Initial program 7.0%

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

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

      \[\leadsto \frac{\mathsf{PI}\left(\right)}{2} - \color{blue}{2 \cdot \sin^{-1} \left(\sqrt{\frac{1 - x}{2}}\right)} \]
    3. lift-asin.f64N/A

      \[\leadsto \frac{\mathsf{PI}\left(\right)}{2} - 2 \cdot \color{blue}{\sin^{-1} \left(\sqrt{\frac{1 - x}{2}}\right)} \]
    4. lift-sqrt.f64N/A

      \[\leadsto \frac{\mathsf{PI}\left(\right)}{2} - 2 \cdot \sin^{-1} \color{blue}{\left(\sqrt{\frac{1 - x}{2}}\right)} \]
    5. lift--.f64N/A

      \[\leadsto \frac{\mathsf{PI}\left(\right)}{2} - 2 \cdot \sin^{-1} \left(\sqrt{\frac{\color{blue}{1 - x}}{2}}\right) \]
    6. lift-/.f64N/A

      \[\leadsto \frac{\mathsf{PI}\left(\right)}{2} - 2 \cdot \sin^{-1} \left(\sqrt{\color{blue}{\frac{1 - x}{2}}}\right) \]
    7. flip--N/A

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

      \[\leadsto \color{blue}{\frac{\frac{\mathsf{PI}\left(\right)}{2} \cdot \frac{\mathsf{PI}\left(\right)}{2} - \left(2 \cdot \sin^{-1} \left(\sqrt{\frac{1 - x}{2}}\right)\right) \cdot \left(2 \cdot \sin^{-1} \left(\sqrt{\frac{1 - x}{2}}\right)\right)}{\frac{\mathsf{PI}\left(\right)}{2} + 2 \cdot \sin^{-1} \left(\sqrt{\frac{1 - x}{2}}\right)}} \]
  4. Applied rewrites7.0%

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

      \[\leadsto \frac{\frac{\mathsf{PI}\left(\right)}{2} \cdot \frac{\mathsf{PI}\left(\right)}{2} - \left(\sin^{-1} \color{blue}{\left(\sqrt{\frac{1 - x}{2}}\right)} \cdot 2\right) \cdot \left(\sin^{-1} \left(\sqrt{\frac{1 - x}{2}}\right) \cdot 2\right)}{\frac{\mathsf{PI}\left(\right)}{2} + \sin^{-1} \left(\sqrt{\frac{1 - x}{2}}\right) \cdot 2} \]
    2. lift--.f64N/A

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

      \[\leadsto \frac{\frac{\mathsf{PI}\left(\right)}{2} \cdot \frac{\mathsf{PI}\left(\right)}{2} - \left(\sin^{-1} \left(\sqrt{\color{blue}{\frac{1 - x}{2}}}\right) \cdot 2\right) \cdot \left(\sin^{-1} \left(\sqrt{\frac{1 - x}{2}}\right) \cdot 2\right)}{\frac{\mathsf{PI}\left(\right)}{2} + \sin^{-1} \left(\sqrt{\frac{1 - x}{2}}\right) \cdot 2} \]
    4. sqrt-divN/A

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

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

      \[\leadsto \frac{\frac{\mathsf{PI}\left(\right)}{2} \cdot \frac{\mathsf{PI}\left(\right)}{2} - \left(\sin^{-1} \left(\frac{\sqrt{\color{blue}{1 - x}}}{\sqrt{2}}\right) \cdot 2\right) \cdot \left(\sin^{-1} \left(\sqrt{\frac{1 - x}{2}}\right) \cdot 2\right)}{\frac{\mathsf{PI}\left(\right)}{2} + \sin^{-1} \left(\sqrt{\frac{1 - x}{2}}\right) \cdot 2} \]
    7. lift-sqrt.f64N/A

      \[\leadsto \frac{\frac{\mathsf{PI}\left(\right)}{2} \cdot \frac{\mathsf{PI}\left(\right)}{2} - \left(\sin^{-1} \left(\frac{\sqrt{1 - x}}{\color{blue}{\sqrt{2}}}\right) \cdot 2\right) \cdot \left(\sin^{-1} \left(\sqrt{\frac{1 - x}{2}}\right) \cdot 2\right)}{\frac{\mathsf{PI}\left(\right)}{2} + \sin^{-1} \left(\sqrt{\frac{1 - x}{2}}\right) \cdot 2} \]
    8. lift-/.f648.5

      \[\leadsto \frac{\frac{\mathsf{PI}\left(\right)}{2} \cdot \frac{\mathsf{PI}\left(\right)}{2} - \left(\sin^{-1} \color{blue}{\left(\frac{\sqrt{1 - x}}{\sqrt{2}}\right)} \cdot 2\right) \cdot \left(\sin^{-1} \left(\sqrt{\frac{1 - x}{2}}\right) \cdot 2\right)}{\frac{\mathsf{PI}\left(\right)}{2} + \sin^{-1} \left(\sqrt{\frac{1 - x}{2}}\right) \cdot 2} \]
  6. Applied rewrites8.5%

    \[\leadsto \frac{\frac{\mathsf{PI}\left(\right)}{2} \cdot \frac{\mathsf{PI}\left(\right)}{2} - \left(\sin^{-1} \color{blue}{\left(\frac{\sqrt{1 - x}}{\sqrt{2}}\right)} \cdot 2\right) \cdot \left(\sin^{-1} \left(\sqrt{\frac{1 - x}{2}}\right) \cdot 2\right)}{\frac{\mathsf{PI}\left(\right)}{2} + \sin^{-1} \left(\sqrt{\frac{1 - x}{2}}\right) \cdot 2} \]
  7. Taylor expanded in x around 0

    \[\leadsto \color{blue}{\frac{\frac{1}{4} \cdot {\mathsf{PI}\left(\right)}^{2} - 4 \cdot \left(\sin^{-1} \left(\sqrt{\frac{1}{2}} \cdot \sqrt{1 - x}\right) \cdot \sin^{-1} \left(\frac{1}{\sqrt{2}} \cdot \sqrt{1 - x}\right)\right)}{\frac{1}{2} \cdot \mathsf{PI}\left(\right) + 2 \cdot \sin^{-1} \left(\sqrt{\frac{1}{2}} \cdot \sqrt{1 - x}\right)}} \]
  8. Applied rewrites8.5%

    \[\leadsto \color{blue}{\frac{\mathsf{fma}\left(0.25, \mathsf{PI}\left(\right) \cdot \mathsf{PI}\left(\right), -4 \cdot \left(\sin^{-1} \left(\sqrt{0.5 \cdot \left(1 - x\right)}\right) \cdot \sin^{-1} \left({\left(\sqrt{2}\right)}^{-1} \cdot \sqrt{1 - x}\right)\right)\right)}{\mathsf{fma}\left(\sin^{-1} \left(\sqrt{0.5 \cdot \left(1 - x\right)}\right), 2, 0.5 \cdot \mathsf{PI}\left(\right)\right)}} \]
  9. Step-by-step derivation
    1. lift-pow.f64N/A

      \[\leadsto \frac{\mathsf{fma}\left(\frac{1}{4}, \mathsf{PI}\left(\right) \cdot \mathsf{PI}\left(\right), -4 \cdot \left(\sin^{-1} \left(\sqrt{\frac{1}{2} \cdot \left(1 - x\right)}\right) \cdot \sin^{-1} \left({\left(\sqrt{2}\right)}^{-1} \cdot \sqrt{1 - x}\right)\right)\right)}{\mathsf{fma}\left(\sin^{-1} \left(\sqrt{\frac{1}{2} \cdot \left(1 - x\right)}\right), 2, \frac{1}{2} \cdot \mathsf{PI}\left(\right)\right)} \]
    2. lift-sqrt.f64N/A

      \[\leadsto \frac{\mathsf{fma}\left(\frac{1}{4}, \mathsf{PI}\left(\right) \cdot \mathsf{PI}\left(\right), -4 \cdot \left(\sin^{-1} \left(\sqrt{\frac{1}{2} \cdot \left(1 - x\right)}\right) \cdot \sin^{-1} \left({\left(\sqrt{2}\right)}^{-1} \cdot \sqrt{1 - x}\right)\right)\right)}{\mathsf{fma}\left(\sin^{-1} \left(\sqrt{\frac{1}{2} \cdot \left(1 - x\right)}\right), 2, \frac{1}{2} \cdot \mathsf{PI}\left(\right)\right)} \]
    3. inv-powN/A

      \[\leadsto \frac{\mathsf{fma}\left(\frac{1}{4}, \mathsf{PI}\left(\right) \cdot \mathsf{PI}\left(\right), -4 \cdot \left(\sin^{-1} \left(\sqrt{\frac{1}{2} \cdot \left(1 - x\right)}\right) \cdot \sin^{-1} \left(\frac{1}{\sqrt{2}} \cdot \sqrt{1 - x}\right)\right)\right)}{\mathsf{fma}\left(\sin^{-1} \left(\sqrt{\frac{1}{2} \cdot \left(1 - x\right)}\right), 2, \frac{1}{2} \cdot \mathsf{PI}\left(\right)\right)} \]
    4. lower-/.f64N/A

      \[\leadsto \frac{\mathsf{fma}\left(\frac{1}{4}, \mathsf{PI}\left(\right) \cdot \mathsf{PI}\left(\right), -4 \cdot \left(\sin^{-1} \left(\sqrt{\frac{1}{2} \cdot \left(1 - x\right)}\right) \cdot \sin^{-1} \left(\frac{1}{\sqrt{2}} \cdot \sqrt{1 - x}\right)\right)\right)}{\mathsf{fma}\left(\sin^{-1} \left(\sqrt{\frac{1}{2} \cdot \left(1 - x\right)}\right), 2, \frac{1}{2} \cdot \mathsf{PI}\left(\right)\right)} \]
    5. lift-sqrt.f648.5

      \[\leadsto \frac{\mathsf{fma}\left(0.25, \mathsf{PI}\left(\right) \cdot \mathsf{PI}\left(\right), -4 \cdot \left(\sin^{-1} \left(\sqrt{0.5 \cdot \left(1 - x\right)}\right) \cdot \sin^{-1} \left(\frac{1}{\sqrt{2}} \cdot \sqrt{1 - x}\right)\right)\right)}{\mathsf{fma}\left(\sin^{-1} \left(\sqrt{0.5 \cdot \left(1 - x\right)}\right), 2, 0.5 \cdot \mathsf{PI}\left(\right)\right)} \]
  10. Applied rewrites8.5%

    \[\leadsto \frac{\mathsf{fma}\left(0.25, \mathsf{PI}\left(\right) \cdot \mathsf{PI}\left(\right), -4 \cdot \left(\sin^{-1} \left(\sqrt{0.5 \cdot \left(1 - x\right)}\right) \cdot \sin^{-1} \left(\frac{1}{\sqrt{2}} \cdot \sqrt{1 - x}\right)\right)\right)}{\mathsf{fma}\left(\sin^{-1} \left(\sqrt{0.5 \cdot \left(1 - x\right)}\right), 2, 0.5 \cdot \mathsf{PI}\left(\right)\right)} \]
  11. Add Preprocessing

Alternative 3: 8.3% accurate, 1.0× speedup?

\[\begin{array}{l} \\ \mathsf{fma}\left(0.5, \mathsf{PI}\left(\right), -2 \cdot \left(0.5 \cdot \mathsf{PI}\left(\right) - \cos^{-1} \left(\sqrt{0.5 \cdot \left(1 - x\right)}\right)\right)\right) \end{array} \]
(FPCore (x)
 :precision binary64
 (fma 0.5 (PI) (* -2.0 (- (* 0.5 (PI)) (acos (sqrt (* 0.5 (- 1.0 x))))))))
\begin{array}{l}

\\
\mathsf{fma}\left(0.5, \mathsf{PI}\left(\right), -2 \cdot \left(0.5 \cdot \mathsf{PI}\left(\right) - \cos^{-1} \left(\sqrt{0.5 \cdot \left(1 - x\right)}\right)\right)\right)
\end{array}
Derivation
  1. Initial program 7.0%

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

      \[\leadsto \frac{\mathsf{PI}\left(\right)}{2} - 2 \cdot \color{blue}{\sin^{-1} \left(\sqrt{\frac{1 - x}{2}}\right)} \]
    2. lift-sqrt.f64N/A

      \[\leadsto \frac{\mathsf{PI}\left(\right)}{2} - 2 \cdot \sin^{-1} \color{blue}{\left(\sqrt{\frac{1 - x}{2}}\right)} \]
    3. lift--.f64N/A

      \[\leadsto \frac{\mathsf{PI}\left(\right)}{2} - 2 \cdot \sin^{-1} \left(\sqrt{\frac{\color{blue}{1 - x}}{2}}\right) \]
    4. lift-/.f64N/A

      \[\leadsto \frac{\mathsf{PI}\left(\right)}{2} - 2 \cdot \sin^{-1} \left(\sqrt{\color{blue}{\frac{1 - x}{2}}}\right) \]
    5. asin-acosN/A

      \[\leadsto \frac{\mathsf{PI}\left(\right)}{2} - 2 \cdot \color{blue}{\left(\frac{\mathsf{PI}\left(\right)}{2} - \cos^{-1} \left(\sqrt{\frac{1 - x}{2}}\right)\right)} \]
    6. lift-/.f64N/A

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

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

      \[\leadsto \frac{\mathsf{PI}\left(\right)}{2} - 2 \cdot \color{blue}{\left(\frac{\mathsf{PI}\left(\right)}{2} - \cos^{-1} \left(\sqrt{\frac{1 - x}{2}}\right)\right)} \]
    9. lower-acos.f64N/A

      \[\leadsto \frac{\mathsf{PI}\left(\right)}{2} - 2 \cdot \left(\frac{\mathsf{PI}\left(\right)}{2} - \color{blue}{\cos^{-1} \left(\sqrt{\frac{1 - x}{2}}\right)}\right) \]
    10. lift-/.f64N/A

      \[\leadsto \frac{\mathsf{PI}\left(\right)}{2} - 2 \cdot \left(\frac{\mathsf{PI}\left(\right)}{2} - \cos^{-1} \left(\sqrt{\color{blue}{\frac{1 - x}{2}}}\right)\right) \]
    11. lift--.f64N/A

      \[\leadsto \frac{\mathsf{PI}\left(\right)}{2} - 2 \cdot \left(\frac{\mathsf{PI}\left(\right)}{2} - \cos^{-1} \left(\sqrt{\frac{\color{blue}{1 - x}}{2}}\right)\right) \]
    12. lift-sqrt.f648.5

      \[\leadsto \frac{\mathsf{PI}\left(\right)}{2} - 2 \cdot \left(\frac{\mathsf{PI}\left(\right)}{2} - \cos^{-1} \color{blue}{\left(\sqrt{\frac{1 - x}{2}}\right)}\right) \]
  4. Applied rewrites8.5%

    \[\leadsto \frac{\mathsf{PI}\left(\right)}{2} - 2 \cdot \color{blue}{\left(\frac{\mathsf{PI}\left(\right)}{2} - \cos^{-1} \left(\sqrt{\frac{1 - x}{2}}\right)\right)} \]
  5. Taylor expanded in x around 0

    \[\leadsto \color{blue}{\frac{1}{2} \cdot \mathsf{PI}\left(\right) - 2 \cdot \left(\frac{1}{2} \cdot \mathsf{PI}\left(\right) - \cos^{-1} \left(\sqrt{\frac{1}{2}} \cdot \sqrt{1 - x}\right)\right)} \]
  6. Step-by-step derivation
    1. Applied rewrites8.5%

      \[\leadsto \color{blue}{\mathsf{fma}\left(0.5, \mathsf{PI}\left(\right), -2 \cdot \left(0.5 \cdot \mathsf{PI}\left(\right) - \cos^{-1} \left(\sqrt{0.5 \cdot \left(1 - x\right)}\right)\right)\right)} \]
    2. Add Preprocessing

    Alternative 4: 6.8% accurate, 1.1× speedup?

    \[\begin{array}{l} \\ \mathsf{fma}\left(0.5, \mathsf{PI}\left(\right), -2 \cdot \sin^{-1} \left(\sqrt{\mathsf{fma}\left(-0.5, x, 0.5\right)}\right)\right) \end{array} \]
    (FPCore (x)
     :precision binary64
     (fma 0.5 (PI) (* -2.0 (asin (sqrt (fma -0.5 x 0.5))))))
    \begin{array}{l}
    
    \\
    \mathsf{fma}\left(0.5, \mathsf{PI}\left(\right), -2 \cdot \sin^{-1} \left(\sqrt{\mathsf{fma}\left(-0.5, x, 0.5\right)}\right)\right)
    \end{array}
    
    Derivation
    1. Initial program 7.0%

      \[\frac{\mathsf{PI}\left(\right)}{2} - 2 \cdot \sin^{-1} \left(\sqrt{\frac{1 - x}{2}}\right) \]
    2. Add Preprocessing
    3. Taylor expanded in x around 0

      \[\leadsto \color{blue}{\frac{1}{2} \cdot \mathsf{PI}\left(\right) - 2 \cdot \sin^{-1} \left(\sqrt{\frac{1}{2}} \cdot \sqrt{1 - x}\right)} \]
    4. Step-by-step derivation
      1. fp-cancel-sub-sign-invN/A

        \[\leadsto \frac{1}{2} \cdot \mathsf{PI}\left(\right) + \color{blue}{\left(\mathsf{neg}\left(2\right)\right) \cdot \sin^{-1} \left(\sqrt{\frac{1}{2}} \cdot \sqrt{1 - x}\right)} \]
      2. lower-fma.f64N/A

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

        \[\leadsto \mathsf{fma}\left(\frac{1}{2}, \mathsf{PI}\left(\right), \left(\mathsf{neg}\left(2\right)\right) \cdot \sin^{-1} \left(\sqrt{\frac{1}{2}} \cdot \sqrt{1 - x}\right)\right) \]
      4. lower-*.f64N/A

        \[\leadsto \mathsf{fma}\left(\frac{1}{2}, \mathsf{PI}\left(\right), \left(\mathsf{neg}\left(2\right)\right) \cdot \sin^{-1} \left(\sqrt{\frac{1}{2}} \cdot \sqrt{1 - x}\right)\right) \]
      5. metadata-evalN/A

        \[\leadsto \mathsf{fma}\left(\frac{1}{2}, \mathsf{PI}\left(\right), -2 \cdot \sin^{-1} \left(\sqrt{\frac{1}{2}} \cdot \sqrt{1 - x}\right)\right) \]
      6. lower-asin.f64N/A

        \[\leadsto \mathsf{fma}\left(\frac{1}{2}, \mathsf{PI}\left(\right), -2 \cdot \sin^{-1} \left(\sqrt{\frac{1}{2}} \cdot \sqrt{1 - x}\right)\right) \]
      7. sqrt-unprodN/A

        \[\leadsto \mathsf{fma}\left(\frac{1}{2}, \mathsf{PI}\left(\right), -2 \cdot \sin^{-1} \left(\sqrt{\frac{1}{2} \cdot \left(1 - x\right)}\right)\right) \]
      8. lower-sqrt.f64N/A

        \[\leadsto \mathsf{fma}\left(\frac{1}{2}, \mathsf{PI}\left(\right), -2 \cdot \sin^{-1} \left(\sqrt{\frac{1}{2} \cdot \left(1 - x\right)}\right)\right) \]
      9. lower-*.f64N/A

        \[\leadsto \mathsf{fma}\left(\frac{1}{2}, \mathsf{PI}\left(\right), -2 \cdot \sin^{-1} \left(\sqrt{\frac{1}{2} \cdot \left(1 - x\right)}\right)\right) \]
      10. lift--.f647.0

        \[\leadsto \mathsf{fma}\left(0.5, \mathsf{PI}\left(\right), -2 \cdot \sin^{-1} \left(\sqrt{0.5 \cdot \left(1 - x\right)}\right)\right) \]
    5. Applied rewrites7.0%

      \[\leadsto \color{blue}{\mathsf{fma}\left(0.5, \mathsf{PI}\left(\right), -2 \cdot \sin^{-1} \left(\sqrt{0.5 \cdot \left(1 - x\right)}\right)\right)} \]
    6. Taylor expanded in x around 0

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

        \[\leadsto \mathsf{fma}\left(\frac{1}{2}, \mathsf{PI}\left(\right), -2 \cdot \sin^{-1} \left(\sqrt{\frac{-1}{2} \cdot x + \frac{1}{2}}\right)\right) \]
      2. lower-fma.f647.0

        \[\leadsto \mathsf{fma}\left(0.5, \mathsf{PI}\left(\right), -2 \cdot \sin^{-1} \left(\sqrt{\mathsf{fma}\left(-0.5, x, 0.5\right)}\right)\right) \]
    8. Applied rewrites7.0%

      \[\leadsto \mathsf{fma}\left(0.5, \mathsf{PI}\left(\right), -2 \cdot \sin^{-1} \left(\sqrt{\mathsf{fma}\left(-0.5, x, 0.5\right)}\right)\right) \]
    9. Add Preprocessing

    Alternative 5: 4.1% accurate, 1.2× speedup?

    \[\begin{array}{l} \\ \mathsf{fma}\left(0.5, \mathsf{PI}\left(\right), -2 \cdot \sin^{-1} \left(\sqrt{0.5}\right)\right) \end{array} \]
    (FPCore (x) :precision binary64 (fma 0.5 (PI) (* -2.0 (asin (sqrt 0.5)))))
    \begin{array}{l}
    
    \\
    \mathsf{fma}\left(0.5, \mathsf{PI}\left(\right), -2 \cdot \sin^{-1} \left(\sqrt{0.5}\right)\right)
    \end{array}
    
    Derivation
    1. Initial program 7.0%

      \[\frac{\mathsf{PI}\left(\right)}{2} - 2 \cdot \sin^{-1} \left(\sqrt{\frac{1 - x}{2}}\right) \]
    2. Add Preprocessing
    3. Taylor expanded in x around 0

      \[\leadsto \color{blue}{\frac{1}{2} \cdot \mathsf{PI}\left(\right) - 2 \cdot \sin^{-1} \left(\sqrt{\frac{1}{2}} \cdot \sqrt{1 - x}\right)} \]
    4. Step-by-step derivation
      1. fp-cancel-sub-sign-invN/A

        \[\leadsto \frac{1}{2} \cdot \mathsf{PI}\left(\right) + \color{blue}{\left(\mathsf{neg}\left(2\right)\right) \cdot \sin^{-1} \left(\sqrt{\frac{1}{2}} \cdot \sqrt{1 - x}\right)} \]
      2. lower-fma.f64N/A

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

        \[\leadsto \mathsf{fma}\left(\frac{1}{2}, \mathsf{PI}\left(\right), \left(\mathsf{neg}\left(2\right)\right) \cdot \sin^{-1} \left(\sqrt{\frac{1}{2}} \cdot \sqrt{1 - x}\right)\right) \]
      4. lower-*.f64N/A

        \[\leadsto \mathsf{fma}\left(\frac{1}{2}, \mathsf{PI}\left(\right), \left(\mathsf{neg}\left(2\right)\right) \cdot \sin^{-1} \left(\sqrt{\frac{1}{2}} \cdot \sqrt{1 - x}\right)\right) \]
      5. metadata-evalN/A

        \[\leadsto \mathsf{fma}\left(\frac{1}{2}, \mathsf{PI}\left(\right), -2 \cdot \sin^{-1} \left(\sqrt{\frac{1}{2}} \cdot \sqrt{1 - x}\right)\right) \]
      6. lower-asin.f64N/A

        \[\leadsto \mathsf{fma}\left(\frac{1}{2}, \mathsf{PI}\left(\right), -2 \cdot \sin^{-1} \left(\sqrt{\frac{1}{2}} \cdot \sqrt{1 - x}\right)\right) \]
      7. sqrt-unprodN/A

        \[\leadsto \mathsf{fma}\left(\frac{1}{2}, \mathsf{PI}\left(\right), -2 \cdot \sin^{-1} \left(\sqrt{\frac{1}{2} \cdot \left(1 - x\right)}\right)\right) \]
      8. lower-sqrt.f64N/A

        \[\leadsto \mathsf{fma}\left(\frac{1}{2}, \mathsf{PI}\left(\right), -2 \cdot \sin^{-1} \left(\sqrt{\frac{1}{2} \cdot \left(1 - x\right)}\right)\right) \]
      9. lower-*.f64N/A

        \[\leadsto \mathsf{fma}\left(\frac{1}{2}, \mathsf{PI}\left(\right), -2 \cdot \sin^{-1} \left(\sqrt{\frac{1}{2} \cdot \left(1 - x\right)}\right)\right) \]
      10. lift--.f647.0

        \[\leadsto \mathsf{fma}\left(0.5, \mathsf{PI}\left(\right), -2 \cdot \sin^{-1} \left(\sqrt{0.5 \cdot \left(1 - x\right)}\right)\right) \]
    5. Applied rewrites7.0%

      \[\leadsto \color{blue}{\mathsf{fma}\left(0.5, \mathsf{PI}\left(\right), -2 \cdot \sin^{-1} \left(\sqrt{0.5 \cdot \left(1 - x\right)}\right)\right)} \]
    6. Taylor expanded in x around 0

      \[\leadsto \mathsf{fma}\left(\frac{1}{2}, \mathsf{PI}\left(\right), -2 \cdot \sin^{-1} \left(\sqrt{\frac{1}{2}}\right)\right) \]
    7. Step-by-step derivation
      1. Applied rewrites4.1%

        \[\leadsto \mathsf{fma}\left(0.5, \mathsf{PI}\left(\right), -2 \cdot \sin^{-1} \left(\sqrt{0.5}\right)\right) \]
      2. Add Preprocessing

      Developer Target 1: 100.0% accurate, 1.4× speedup?

      \[\begin{array}{l} \\ \sin^{-1} x \end{array} \]
      (FPCore (x) :precision binary64 (asin x))
      double code(double x) {
      	return asin(x);
      }
      
      module fmin_fmax_functions
          implicit none
          private
          public fmax
          public fmin
      
          interface fmax
              module procedure fmax88
              module procedure fmax44
              module procedure fmax84
              module procedure fmax48
          end interface
          interface fmin
              module procedure fmin88
              module procedure fmin44
              module procedure fmin84
              module procedure fmin48
          end interface
      contains
          real(8) function fmax88(x, y) result (res)
              real(8), intent (in) :: x
              real(8), intent (in) :: y
              res = merge(y, merge(x, max(x, y), y /= y), x /= x)
          end function
          real(4) function fmax44(x, y) result (res)
              real(4), intent (in) :: x
              real(4), intent (in) :: y
              res = merge(y, merge(x, max(x, y), y /= y), x /= x)
          end function
          real(8) function fmax84(x, y) result(res)
              real(8), intent (in) :: x
              real(4), intent (in) :: y
              res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
          end function
          real(8) function fmax48(x, y) result(res)
              real(4), intent (in) :: x
              real(8), intent (in) :: y
              res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
          end function
          real(8) function fmin88(x, y) result (res)
              real(8), intent (in) :: x
              real(8), intent (in) :: y
              res = merge(y, merge(x, min(x, y), y /= y), x /= x)
          end function
          real(4) function fmin44(x, y) result (res)
              real(4), intent (in) :: x
              real(4), intent (in) :: y
              res = merge(y, merge(x, min(x, y), y /= y), x /= x)
          end function
          real(8) function fmin84(x, y) result(res)
              real(8), intent (in) :: x
              real(4), intent (in) :: y
              res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
          end function
          real(8) function fmin48(x, y) result(res)
              real(4), intent (in) :: x
              real(8), intent (in) :: y
              res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
          end function
      end module
      
      real(8) function code(x)
      use fmin_fmax_functions
          real(8), intent (in) :: x
          code = asin(x)
      end function
      
      public static double code(double x) {
      	return Math.asin(x);
      }
      
      def code(x):
      	return math.asin(x)
      
      function code(x)
      	return asin(x)
      end
      
      function tmp = code(x)
      	tmp = asin(x);
      end
      
      code[x_] := N[ArcSin[x], $MachinePrecision]
      
      \begin{array}{l}
      
      \\
      \sin^{-1} x
      \end{array}
      

      Reproduce

      ?
      herbie shell --seed 2025073 
      (FPCore (x)
        :name "Ian Simplification"
        :precision binary64
      
        :alt
        (! :herbie-platform default (asin x))
      
        (- (/ (PI) 2.0) (* 2.0 (asin (sqrt (/ (- 1.0 x) 2.0))))))