
(FPCore (k n) :precision binary64 (* (/ 1.0 (sqrt k)) (pow (* (* 2.0 (PI)) n) (/ (- 1.0 k) 2.0))))
\begin{array}{l}
\\
\frac{1}{\sqrt{k}} \cdot {\left(\left(2 \cdot \mathsf{PI}\left(\right)\right) \cdot n\right)}^{\left(\frac{1 - k}{2}\right)}
\end{array}
Sampling outcomes in binary64 precision:
Herbie found 6 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (k n) :precision binary64 (* (/ 1.0 (sqrt k)) (pow (* (* 2.0 (PI)) n) (/ (- 1.0 k) 2.0))))
\begin{array}{l}
\\
\frac{1}{\sqrt{k}} \cdot {\left(\left(2 \cdot \mathsf{PI}\left(\right)\right) \cdot n\right)}^{\left(\frac{1 - k}{2}\right)}
\end{array}
(FPCore (k n) :precision binary64 (* (pow (sqrt (* (* 2.0 (PI)) n)) (- 1.0 k)) (sqrt (/ 1.0 k))))
\begin{array}{l}
\\
{\left(\sqrt{\left(2 \cdot \mathsf{PI}\left(\right)\right) \cdot n}\right)}^{\left(1 - k\right)} \cdot \sqrt{\frac{1}{k}}
\end{array}
Initial program 99.6%
lift-pow.f64N/A
lift-/.f64N/A
clear-numN/A
associate-/r/N/A
metadata-evalN/A
pow-unpowN/A
lower-pow.f64N/A
unpow1/2N/A
lower-sqrt.f6499.6
lift-*.f64N/A
*-commutativeN/A
lower-*.f6499.6
lift-*.f64N/A
*-commutativeN/A
lower-*.f6499.6
Applied rewrites99.6%
Taylor expanded in k around 0
lower-sqrt.f64N/A
lower-/.f6499.6
Applied rewrites99.6%
Final simplification99.6%
(FPCore (k n) :precision binary64 (* (pow (* (* 2.0 n) (PI)) (fma k -0.5 0.5)) (sqrt (/ 1.0 k))))
\begin{array}{l}
\\
{\left(\left(2 \cdot n\right) \cdot \mathsf{PI}\left(\right)\right)}^{\left(\mathsf{fma}\left(k, -0.5, 0.5\right)\right)} \cdot \sqrt{\frac{1}{k}}
\end{array}
Initial program 99.6%
Taylor expanded in k around inf
*-commutativeN/A
lower-*.f64N/A
Applied rewrites99.6%
(FPCore (k n) :precision binary64 (/ (pow (* (* 2.0 n) (PI)) (fma -0.5 k 0.5)) (sqrt k)))
\begin{array}{l}
\\
\frac{{\left(\left(2 \cdot n\right) \cdot \mathsf{PI}\left(\right)\right)}^{\left(\mathsf{fma}\left(-0.5, k, 0.5\right)\right)}}{\sqrt{k}}
\end{array}
Initial program 99.6%
lift-pow.f64N/A
lift-/.f64N/A
clear-numN/A
associate-/r/N/A
metadata-evalN/A
pow-unpowN/A
lower-pow.f64N/A
unpow1/2N/A
lower-sqrt.f6499.6
lift-*.f64N/A
*-commutativeN/A
lower-*.f6499.6
lift-*.f64N/A
*-commutativeN/A
lower-*.f6499.6
Applied rewrites99.6%
Applied rewrites99.6%
Final simplification99.6%
(FPCore (k n) :precision binary64 (* (sqrt (/ (* 2.0 (PI)) k)) (sqrt n)))
\begin{array}{l}
\\
\sqrt{\frac{2 \cdot \mathsf{PI}\left(\right)}{k}} \cdot \sqrt{n}
\end{array}
Initial program 99.6%
Taylor expanded in k around 0
*-commutativeN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-/.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower-PI.f6439.2
Applied rewrites39.2%
Applied rewrites39.3%
Applied rewrites50.6%
Final simplification50.6%
(FPCore (k n) :precision binary64 (sqrt (/ (* 2.0 n) (/ k (PI)))))
\begin{array}{l}
\\
\sqrt{\frac{2 \cdot n}{\frac{k}{\mathsf{PI}\left(\right)}}}
\end{array}
Initial program 99.6%
Taylor expanded in k around 0
*-commutativeN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-/.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower-PI.f6439.2
Applied rewrites39.2%
Applied rewrites39.3%
Applied rewrites39.3%
Applied rewrites39.3%
(FPCore (k n) :precision binary64 (sqrt (* (* (/ (PI) k) n) 2.0)))
\begin{array}{l}
\\
\sqrt{\left(\frac{\mathsf{PI}\left(\right)}{k} \cdot n\right) \cdot 2}
\end{array}
Initial program 99.6%
Taylor expanded in k around 0
*-commutativeN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-/.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower-PI.f6439.2
Applied rewrites39.2%
Applied rewrites39.3%
Applied rewrites39.3%
Final simplification39.3%
herbie shell --seed 2024243
(FPCore (k n)
:name "Migdal et al, Equation (51)"
:precision binary64
(* (/ 1.0 (sqrt k)) (pow (* (* 2.0 (PI)) n) (/ (- 1.0 k) 2.0))))