
(FPCore (v t) :precision binary64 (/ (- 1.0 (* 5.0 (* v v))) (* (* (* (PI) t) (sqrt (* 2.0 (- 1.0 (* 3.0 (* v v)))))) (- 1.0 (* v v)))))
\begin{array}{l}
\\
\frac{1 - 5 \cdot \left(v \cdot v\right)}{\left(\left(\mathsf{PI}\left(\right) \cdot t\right) \cdot \sqrt{2 \cdot \left(1 - 3 \cdot \left(v \cdot v\right)\right)}\right) \cdot \left(1 - v \cdot v\right)}
\end{array}
Sampling outcomes in binary64 precision:
Herbie found 6 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (v t) :precision binary64 (/ (- 1.0 (* 5.0 (* v v))) (* (* (* (PI) t) (sqrt (* 2.0 (- 1.0 (* 3.0 (* v v)))))) (- 1.0 (* v v)))))
\begin{array}{l}
\\
\frac{1 - 5 \cdot \left(v \cdot v\right)}{\left(\left(\mathsf{PI}\left(\right) \cdot t\right) \cdot \sqrt{2 \cdot \left(1 - 3 \cdot \left(v \cdot v\right)\right)}\right) \cdot \left(1 - v \cdot v\right)}
\end{array}
(FPCore (v t) :precision binary64 (/ (/ (/ (fma -5.0 (* v v) 1.0) (sqrt (fma -6.0 (* v v) 2.0))) (PI)) (* (- 1.0 (* v v)) t)))
\begin{array}{l}
\\
\frac{\frac{\frac{\mathsf{fma}\left(-5, v \cdot v, 1\right)}{\sqrt{\mathsf{fma}\left(-6, v \cdot v, 2\right)}}}{\mathsf{PI}\left(\right)}}{\left(1 - v \cdot v\right) \cdot t}
\end{array}
Initial program 99.4%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
*-commutativeN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f6499.4
lift-*.f64N/A
*-commutativeN/A
lower-*.f6499.4
lift--.f64N/A
lift-*.f64N/A
fp-cancel-sub-sign-invN/A
+-commutativeN/A
lower-fma.f64N/A
metadata-eval99.4
Applied rewrites99.4%
Taylor expanded in v around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f6499.4
Applied rewrites99.4%
lift--.f64N/A
lift-*.f64N/A
fp-cancel-sub-sign-invN/A
metadata-evalN/A
lift-*.f64N/A
+-commutativeN/A
lift-*.f64N/A
lift-fma.f6499.4
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
*-commutativeN/A
lift-*.f64N/A
Applied rewrites99.4%
lift-/.f64N/A
lift-*.f64N/A
associate-/r*N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
associate-/r*N/A
lower-/.f64N/A
Applied rewrites99.8%
(FPCore (v t) :precision binary64 (pow (* (* (sqrt 2.0) (PI)) t) -1.0))
\begin{array}{l}
\\
{\left(\left(\sqrt{2} \cdot \mathsf{PI}\left(\right)\right) \cdot t\right)}^{-1}
\end{array}
Initial program 99.4%
Taylor expanded in v around 0
lower-/.f64N/A
*-commutativeN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-PI.f6498.9
Applied rewrites98.9%
Final simplification98.9%
(FPCore (v t) :precision binary64 (pow (* (* t (PI)) (sqrt 2.0)) -1.0))
\begin{array}{l}
\\
{\left(\left(t \cdot \mathsf{PI}\left(\right)\right) \cdot \sqrt{2}\right)}^{-1}
\end{array}
Initial program 99.4%
Taylor expanded in v around 0
lower-/.f64N/A
*-commutativeN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-PI.f6498.9
Applied rewrites98.9%
Applied rewrites98.9%
Final simplification98.8%
(FPCore (v t) :precision binary64 (/ (/ (fma -5.0 (* v v) 1.0) t) (* (sqrt (* (fma -3.0 (* v v) 1.0) 2.0)) (* (PI) (- 1.0 (* v v))))))
\begin{array}{l}
\\
\frac{\frac{\mathsf{fma}\left(-5, v \cdot v, 1\right)}{t}}{\sqrt{\mathsf{fma}\left(-3, v \cdot v, 1\right) \cdot 2} \cdot \left(\mathsf{PI}\left(\right) \cdot \left(1 - v \cdot v\right)\right)}
\end{array}
Initial program 99.4%
lift-/.f64N/A
lift-*.f64N/A
associate-/r*N/A
frac-2negN/A
distribute-frac-negN/A
lower-neg.f64N/A
lower-/.f64N/A
Applied rewrites99.6%
Applied rewrites99.4%
Applied rewrites99.5%
(FPCore (v t) :precision binary64 (/ (fma -5.0 (* v v) 1.0) (* (sqrt (fma -6.0 (* v v) 2.0)) (* (* (PI) t) (- 1.0 (* v v))))))
\begin{array}{l}
\\
\frac{\mathsf{fma}\left(-5, v \cdot v, 1\right)}{\sqrt{\mathsf{fma}\left(-6, v \cdot v, 2\right)} \cdot \left(\left(\mathsf{PI}\left(\right) \cdot t\right) \cdot \left(1 - v \cdot v\right)\right)}
\end{array}
Initial program 99.4%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
*-commutativeN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f6499.4
lift-*.f64N/A
*-commutativeN/A
lower-*.f6499.4
lift--.f64N/A
lift-*.f64N/A
fp-cancel-sub-sign-invN/A
+-commutativeN/A
lower-fma.f64N/A
metadata-eval99.4
Applied rewrites99.4%
Taylor expanded in v around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f6499.4
Applied rewrites99.4%
lift--.f64N/A
lift-*.f64N/A
fp-cancel-sub-sign-invN/A
metadata-evalN/A
lift-*.f64N/A
+-commutativeN/A
lift-*.f64N/A
lift-fma.f6499.4
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
*-commutativeN/A
lift-*.f64N/A
Applied rewrites99.4%
(FPCore (v t) :precision binary64 (/ (fma -2.5 (* v v) 1.0) (* (* (sqrt 2.0) (PI)) t)))
\begin{array}{l}
\\
\frac{\mathsf{fma}\left(-2.5, v \cdot v, 1\right)}{\left(\sqrt{2} \cdot \mathsf{PI}\left(\right)\right) \cdot t}
\end{array}
Initial program 99.4%
Taylor expanded in v around 0
associate-*r/N/A
div-add-revN/A
lower-/.f64N/A
lower-fma.f64N/A
unpow2N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-PI.f6499.1
Applied rewrites99.1%
herbie shell --seed 2024338
(FPCore (v t)
:name "Falkner and Boettcher, Equation (20:1,3)"
:precision binary64
(/ (- 1.0 (* 5.0 (* v v))) (* (* (* (PI) t) (sqrt (* 2.0 (- 1.0 (* 3.0 (* v v)))))) (- 1.0 (* v v)))))