
(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:
Herbie found 7 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(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}
(FPCore (x)
:precision binary64
(let* ((t_0 (acos (sqrt (fma -0.5 x 0.5)))) (t_1 (* (PI) -0.5)))
(/
(fma 8.0 (pow (pow (acos (sqrt (fma x -0.5 0.5))) 2.0) 1.5) (pow t_1 3.0))
(fma t_1 (- t_1 (* t_0 2.0)) (* 4.0 (pow t_0 2.0))))))\begin{array}{l}
\\
\begin{array}{l}
t_0 := \cos^{-1} \left(\sqrt{\mathsf{fma}\left(-0.5, x, 0.5\right)}\right)\\
t_1 := \mathsf{PI}\left(\right) \cdot -0.5\\
\frac{\mathsf{fma}\left(8, {\left({\cos^{-1} \left(\sqrt{\mathsf{fma}\left(x, -0.5, 0.5\right)}\right)}^{2}\right)}^{1.5}, {t\_1}^{3}\right)}{\mathsf{fma}\left(t\_1, t\_1 - t\_0 \cdot 2, 4 \cdot {t\_0}^{2}\right)}
\end{array}
\end{array}
Initial program 7.2%
lift-asin.f64N/A
asin-acosN/A
lift-PI.f64N/A
lift-/.f64N/A
sub-negN/A
lift-/.f64N/A
div-invN/A
metadata-evalN/A
lower-fma.f64N/A
lower-neg.f64N/A
lower-acos.f648.8
lift-/.f64N/A
lift--.f64N/A
div-subN/A
metadata-evalN/A
sub-negN/A
+-commutativeN/A
div-invN/A
metadata-evalN/A
distribute-rgt-neg-inN/A
metadata-evalN/A
metadata-evalN/A
metadata-evalN/A
lower-fma.f64N/A
Applied rewrites8.8%
Taylor expanded in x around 0
cancel-sign-sub-invN/A
metadata-evalN/A
sub-negN/A
metadata-evalN/A
cancel-sign-sub-invN/A
distribute-lft-inN/A
associate-+r+N/A
distribute-rgt1-inN/A
metadata-evalN/A
neg-mul-1N/A
+-commutativeN/A
Applied rewrites8.8%
Applied rewrites8.9%
Applied rewrites8.9%
Final simplification8.9%
(FPCore (x)
:precision binary64
(let* ((t_0 (acos (sqrt (fma x -0.5 0.5)))) (t_1 (* (PI) -0.5)))
(/
(fma 8.0 (pow (acos (sqrt (fma -0.5 x 0.5))) 3.0) (pow t_1 3.0))
(fma (* 4.0 t_0) t_0 (* (fma -2.0 t_0 t_1) t_1)))))\begin{array}{l}
\\
\begin{array}{l}
t_0 := \cos^{-1} \left(\sqrt{\mathsf{fma}\left(x, -0.5, 0.5\right)}\right)\\
t_1 := \mathsf{PI}\left(\right) \cdot -0.5\\
\frac{\mathsf{fma}\left(8, {\cos^{-1} \left(\sqrt{\mathsf{fma}\left(-0.5, x, 0.5\right)}\right)}^{3}, {t\_1}^{3}\right)}{\mathsf{fma}\left(4 \cdot t\_0, t\_0, \mathsf{fma}\left(-2, t\_0, t\_1\right) \cdot t\_1\right)}
\end{array}
\end{array}
Initial program 7.2%
lift-asin.f64N/A
asin-acosN/A
lift-PI.f64N/A
lift-/.f64N/A
sub-negN/A
lift-/.f64N/A
div-invN/A
metadata-evalN/A
lower-fma.f64N/A
lower-neg.f64N/A
lower-acos.f648.8
lift-/.f64N/A
lift--.f64N/A
div-subN/A
metadata-evalN/A
sub-negN/A
+-commutativeN/A
div-invN/A
metadata-evalN/A
distribute-rgt-neg-inN/A
metadata-evalN/A
metadata-evalN/A
metadata-evalN/A
lower-fma.f64N/A
Applied rewrites8.8%
Taylor expanded in x around 0
cancel-sign-sub-invN/A
metadata-evalN/A
sub-negN/A
metadata-evalN/A
cancel-sign-sub-invN/A
distribute-lft-inN/A
associate-+r+N/A
distribute-rgt1-inN/A
metadata-evalN/A
neg-mul-1N/A
+-commutativeN/A
Applied rewrites8.8%
Applied rewrites8.9%
Applied rewrites8.9%
Final simplification8.9%
(FPCore (x)
:precision binary64
(let* ((t_0 (acos (sqrt (fma x -0.5 0.5)))) (t_1 (* (PI) -0.5)))
(/
(fma 8.0 (pow (acos (sqrt (fma -0.5 x 0.5))) 3.0) (pow t_1 3.0))
(fma (fma -2.0 t_0 t_1) t_1 (* 4.0 (pow t_0 2.0))))))\begin{array}{l}
\\
\begin{array}{l}
t_0 := \cos^{-1} \left(\sqrt{\mathsf{fma}\left(x, -0.5, 0.5\right)}\right)\\
t_1 := \mathsf{PI}\left(\right) \cdot -0.5\\
\frac{\mathsf{fma}\left(8, {\cos^{-1} \left(\sqrt{\mathsf{fma}\left(-0.5, x, 0.5\right)}\right)}^{3}, {t\_1}^{3}\right)}{\mathsf{fma}\left(\mathsf{fma}\left(-2, t\_0, t\_1\right), t\_1, 4 \cdot {t\_0}^{2}\right)}
\end{array}
\end{array}
Initial program 7.2%
lift-asin.f64N/A
asin-acosN/A
lift-PI.f64N/A
lift-/.f64N/A
sub-negN/A
lift-/.f64N/A
div-invN/A
metadata-evalN/A
lower-fma.f64N/A
lower-neg.f64N/A
lower-acos.f648.8
lift-/.f64N/A
lift--.f64N/A
div-subN/A
metadata-evalN/A
sub-negN/A
+-commutativeN/A
div-invN/A
metadata-evalN/A
distribute-rgt-neg-inN/A
metadata-evalN/A
metadata-evalN/A
metadata-evalN/A
lower-fma.f64N/A
Applied rewrites8.8%
Taylor expanded in x around 0
cancel-sign-sub-invN/A
metadata-evalN/A
sub-negN/A
metadata-evalN/A
cancel-sign-sub-invN/A
distribute-lft-inN/A
associate-+r+N/A
distribute-rgt1-inN/A
metadata-evalN/A
neg-mul-1N/A
+-commutativeN/A
Applied rewrites8.8%
Applied rewrites8.9%
Applied rewrites8.9%
Final simplification8.9%
(FPCore (x) :precision binary64 (let* ((t_0 (acos (sqrt (fma -0.5 x 0.5)))) (t_1 (fma t_0 2.0 (* (PI) 0.5)))) (- (/ (* 4.0 (pow t_0 2.0)) t_1) (/ (* (* (PI) (PI)) 0.25) t_1))))
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \cos^{-1} \left(\sqrt{\mathsf{fma}\left(-0.5, x, 0.5\right)}\right)\\
t_1 := \mathsf{fma}\left(t\_0, 2, \mathsf{PI}\left(\right) \cdot 0.5\right)\\
\frac{4 \cdot {t\_0}^{2}}{t\_1} - \frac{\left(\mathsf{PI}\left(\right) \cdot \mathsf{PI}\left(\right)\right) \cdot 0.25}{t\_1}
\end{array}
\end{array}
Initial program 7.2%
lift-asin.f64N/A
asin-acosN/A
lift-PI.f64N/A
lift-/.f64N/A
sub-negN/A
lift-/.f64N/A
div-invN/A
metadata-evalN/A
lower-fma.f64N/A
lower-neg.f64N/A
lower-acos.f648.8
lift-/.f64N/A
lift--.f64N/A
div-subN/A
metadata-evalN/A
sub-negN/A
+-commutativeN/A
div-invN/A
metadata-evalN/A
distribute-rgt-neg-inN/A
metadata-evalN/A
metadata-evalN/A
metadata-evalN/A
lower-fma.f64N/A
Applied rewrites8.8%
Taylor expanded in x around 0
cancel-sign-sub-invN/A
metadata-evalN/A
sub-negN/A
metadata-evalN/A
cancel-sign-sub-invN/A
distribute-lft-inN/A
associate-+r+N/A
distribute-rgt1-inN/A
metadata-evalN/A
neg-mul-1N/A
+-commutativeN/A
Applied rewrites8.8%
Applied rewrites8.9%
Final simplification8.9%
(FPCore (x)
:precision binary64
(let* ((t_0 (* (PI) 0.5)) (t_1 (fma (asin (sqrt (fma x -0.5 0.5))) 2.0 t_0)))
(*
(*
(pow t_1 -1.0)
(fma -2.0 (fma (PI) 0.5 (- (acos (sqrt (fma -0.5 x 0.5))))) t_0))
t_1)))\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{PI}\left(\right) \cdot 0.5\\
t_1 := \mathsf{fma}\left(\sin^{-1} \left(\sqrt{\mathsf{fma}\left(x, -0.5, 0.5\right)}\right), 2, t\_0\right)\\
\left({t\_1}^{-1} \cdot \mathsf{fma}\left(-2, \mathsf{fma}\left(\mathsf{PI}\left(\right), 0.5, -\cos^{-1} \left(\sqrt{\mathsf{fma}\left(-0.5, x, 0.5\right)}\right)\right), t\_0\right)\right) \cdot t\_1
\end{array}
\end{array}
Initial program 7.2%
lift--.f64N/A
flip--N/A
div-invN/A
difference-of-squaresN/A
lift--.f64N/A
associate-*l*N/A
lower-*.f64N/A
Applied rewrites7.2%
lift-asin.f64N/A
asin-acosN/A
lift-acos.f64N/A
unsub-negN/A
lift-acos.f64N/A
lift-sqrt.f64N/A
lift-fma.f64N/A
lift-PI.f64N/A
div-invN/A
metadata-evalN/A
lower-fma.f64N/A
*-commutativeN/A
lift-fma.f64N/A
lift-sqrt.f64N/A
lift-acos.f64N/A
lift-neg.f648.8
Applied rewrites8.8%
Final simplification8.8%
(FPCore (x) :precision binary64 (fma (acos (sqrt (fma x -0.5 0.5))) 2.0 (* (PI) -0.5)))
\begin{array}{l}
\\
\mathsf{fma}\left(\cos^{-1} \left(\sqrt{\mathsf{fma}\left(x, -0.5, 0.5\right)}\right), 2, \mathsf{PI}\left(\right) \cdot -0.5\right)
\end{array}
Initial program 7.2%
lift-asin.f64N/A
asin-acosN/A
lift-PI.f64N/A
lift-/.f64N/A
sub-negN/A
lift-/.f64N/A
div-invN/A
metadata-evalN/A
lower-fma.f64N/A
lower-neg.f64N/A
lower-acos.f648.8
lift-/.f64N/A
lift--.f64N/A
div-subN/A
metadata-evalN/A
sub-negN/A
+-commutativeN/A
div-invN/A
metadata-evalN/A
distribute-rgt-neg-inN/A
metadata-evalN/A
metadata-evalN/A
metadata-evalN/A
lower-fma.f64N/A
Applied rewrites8.8%
Taylor expanded in x around 0
cancel-sign-sub-invN/A
metadata-evalN/A
sub-negN/A
metadata-evalN/A
cancel-sign-sub-invN/A
distribute-lft-inN/A
associate-+r+N/A
distribute-rgt1-inN/A
metadata-evalN/A
neg-mul-1N/A
+-commutativeN/A
Applied rewrites8.8%
Final simplification8.8%
(FPCore (x) :precision binary64 (fma (acos (sqrt 0.5)) 2.0 (* (PI) -0.5)))
\begin{array}{l}
\\
\mathsf{fma}\left(\cos^{-1} \left(\sqrt{0.5}\right), 2, \mathsf{PI}\left(\right) \cdot -0.5\right)
\end{array}
Initial program 7.2%
lift-asin.f64N/A
asin-acosN/A
lift-PI.f64N/A
lift-/.f64N/A
sub-negN/A
lift-/.f64N/A
div-invN/A
metadata-evalN/A
lower-fma.f64N/A
lower-neg.f64N/A
lower-acos.f648.8
lift-/.f64N/A
lift--.f64N/A
div-subN/A
metadata-evalN/A
sub-negN/A
+-commutativeN/A
div-invN/A
metadata-evalN/A
distribute-rgt-neg-inN/A
metadata-evalN/A
metadata-evalN/A
metadata-evalN/A
lower-fma.f64N/A
Applied rewrites8.8%
Taylor expanded in x around 0
cancel-sign-sub-invN/A
metadata-evalN/A
sub-negN/A
metadata-evalN/A
cancel-sign-sub-invN/A
distribute-lft-inN/A
associate-+r+N/A
distribute-rgt1-inN/A
metadata-evalN/A
neg-mul-1N/A
+-commutativeN/A
Applied rewrites8.8%
Taylor expanded in x around 0
Applied rewrites5.4%
Final simplification5.4%
(FPCore (x) :precision binary64 (asin x))
double code(double x) {
return asin(x);
}
real(8) function code(x)
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}
herbie shell --seed 2024249
(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))))))