
(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 9 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 (* v v) -5.0 1.0) t) (* (* (sqrt 2.0) (PI)) (- 1.0 (* v v)))) (sqrt (pow (fma (* v v) -3.0 1.0) -1.0))))
\begin{array}{l}
\\
\frac{\frac{\mathsf{fma}\left(v \cdot v, -5, 1\right)}{t}}{\left(\sqrt{2} \cdot \mathsf{PI}\left(\right)\right) \cdot \left(1 - v \cdot v\right)} \cdot \sqrt{{\left(\mathsf{fma}\left(v \cdot v, -3, 1\right)\right)}^{-1}}
\end{array}
Initial program 99.4%
lift-*.f64N/A
lift-*.f64N/A
lift-PI.f64N/A
lift-*.f64N/A
lift-sqrt.f64N/A
lift-*.f64N/A
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift--.f64N/A
lift-*.f64N/A
associate-*l*N/A
lower-*.f64N/A
lift-*.f64N/A
lift-PI.f64N/A
Applied rewrites99.4%
lift-/.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-sqrt.f64N/A
lift-*.f64N/A
lift-fma.f64N/A
lift-*.f64N/A
lift--.f64N/A
lift-*.f64N/A
associate-/r*N/A
lower-/.f64N/A
Applied rewrites99.4%
Taylor expanded in t around 0
Applied rewrites99.5%
(FPCore (v t) :precision binary64 (/ (/ (fma -5.0 (* v v) 1.0) (* (PI) t)) (* (sqrt (fma -6.0 (* v v) 2.0)) (- 1.0 (* v v)))))
\begin{array}{l}
\\
\frac{\frac{\mathsf{fma}\left(-5, v \cdot v, 1\right)}{\mathsf{PI}\left(\right) \cdot t}}{\sqrt{\mathsf{fma}\left(-6, v \cdot v, 2\right)} \cdot \left(1 - v \cdot v\right)}
\end{array}
Initial program 99.4%
lift-*.f64N/A
lift-*.f64N/A
lift-PI.f64N/A
lift-*.f64N/A
lift-sqrt.f64N/A
lift-*.f64N/A
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift--.f64N/A
lift-*.f64N/A
associate-*l*N/A
lower-*.f64N/A
lift-*.f64N/A
lift-PI.f64N/A
Applied rewrites99.4%
lift-/.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-sqrt.f64N/A
lift-*.f64N/A
lift-fma.f64N/A
lift-*.f64N/A
lift--.f64N/A
lift-*.f64N/A
associate-/r*N/A
lower-/.f64N/A
Applied rewrites99.4%
Taylor expanded in v around 0
Applied rewrites98.7%
Taylor expanded in v around 0
+-commutativeN/A
lower-fma.f64N/A
pow2N/A
lift-*.f6499.4
Applied rewrites99.4%
(FPCore (v t) :precision binary64 (/ (fma -5.0 (* v v) 1.0) (* (* (PI) t) (* (sqrt (fma (* v v) -6.0 2.0)) (- 1.0 (* v v))))))
\begin{array}{l}
\\
\frac{\mathsf{fma}\left(-5, v \cdot v, 1\right)}{\left(\mathsf{PI}\left(\right) \cdot t\right) \cdot \left(\sqrt{\mathsf{fma}\left(v \cdot v, -6, 2\right)} \cdot \left(1 - v \cdot v\right)\right)}
\end{array}
Initial program 99.4%
Taylor expanded in v around 0
+-commutativeN/A
lower-fma.f64N/A
pow2N/A
lift-*.f6499.4
Applied rewrites99.4%
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
pow2N/A
metadata-evalN/A
fp-cancel-sign-sub-invN/A
+-commutativeN/A
lower-fma.f64N/A
pow2N/A
lift-*.f6499.4
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lower-*.f64N/A
lower-*.f6499.4
Applied rewrites99.4%
(FPCore (v t) :precision binary64 (/ (/ (/ (fma (* v v) -5.0 1.0) (PI)) t) (sqrt 2.0)))
\begin{array}{l}
\\
\frac{\frac{\frac{\mathsf{fma}\left(v \cdot v, -5, 1\right)}{\mathsf{PI}\left(\right)}}{t}}{\sqrt{2}}
\end{array}
Initial program 99.4%
lift-*.f64N/A
lift-*.f64N/A
lift-PI.f64N/A
lift-*.f64N/A
lift-sqrt.f64N/A
lift-*.f64N/A
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift--.f64N/A
lift-*.f64N/A
associate-*l*N/A
lower-*.f64N/A
lift-*.f64N/A
lift-PI.f64N/A
Applied rewrites99.4%
Taylor expanded in v around 0
lift-sqrt.f6498.7
Applied rewrites98.7%
lift-/.f64N/A
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
associate-/r*N/A
Applied rewrites98.8%
(FPCore (v t) :precision binary64 (/ (/ (fma (* v v) -5.0 1.0) (PI)) (* (sqrt 2.0) t)))
\begin{array}{l}
\\
\frac{\frac{\mathsf{fma}\left(v \cdot v, -5, 1\right)}{\mathsf{PI}\left(\right)}}{\sqrt{2} \cdot t}
\end{array}
Initial program 99.4%
lift-*.f64N/A
lift-*.f64N/A
lift-PI.f64N/A
lift-*.f64N/A
lift-sqrt.f64N/A
lift-*.f64N/A
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift--.f64N/A
lift-*.f64N/A
associate-*l*N/A
lower-*.f64N/A
lift-*.f64N/A
lift-PI.f64N/A
Applied rewrites99.4%
Taylor expanded in v around 0
lift-sqrt.f6498.7
Applied rewrites98.7%
lift-*.f64N/A
lift-PI.f64N/A
lift-*.f64N/A
associate-*l*N/A
lower-*.f64N/A
lift-PI.f64N/A
lower-*.f6498.7
Applied rewrites98.7%
lift-/.f64N/A
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-PI.f64N/A
lift-*.f64N/A
associate-/r*N/A
lower-/.f64N/A
Applied rewrites98.8%
(FPCore (v t) :precision binary64 (/ (fma (* v v) -5.0 1.0) (* (* (sqrt 2.0) (PI)) t)))
\begin{array}{l}
\\
\frac{\mathsf{fma}\left(v \cdot v, -5, 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
*-commutativeN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lift-PI.f6498.8
Applied rewrites98.8%
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
pow2N/A
metadata-evalN/A
fp-cancel-sign-sub-invN/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
pow2N/A
lift-*.f6498.8
Applied rewrites98.8%
(FPCore (v t) :precision binary64 (/ 1.0 (* (* (sqrt 2.0) (PI)) t)))
\begin{array}{l}
\\
\frac{1}{\left(\sqrt{2} \cdot \mathsf{PI}\left(\right)\right) \cdot t}
\end{array}
Initial program 99.4%
Taylor expanded in v around 0
*-commutativeN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lift-PI.f6498.8
Applied rewrites98.8%
Taylor expanded in v around 0
Applied rewrites98.8%
(FPCore (v t) :precision binary64 (/ 1.0 (* (* (PI) t) (sqrt 2.0))))
\begin{array}{l}
\\
\frac{1}{\left(\mathsf{PI}\left(\right) \cdot t\right) \cdot \sqrt{2}}
\end{array}
Initial program 99.4%
Taylor expanded in v around 0
*-commutativeN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lift-PI.f6498.8
Applied rewrites98.8%
Taylor expanded in v around 0
Applied rewrites98.8%
lift-*.f64N/A
lift-PI.f64N/A
lift-*.f64N/A
lift-sqrt.f64N/A
*-commutativeN/A
*-commutativeN/A
associate-*r*N/A
*-commutativeN/A
lift-*.f64N/A
lift-PI.f64N/A
lower-*.f64N/A
lift-sqrt.f6498.6
Applied rewrites98.6%
(FPCore (v t) :precision binary64 (/ 1.0 (* (PI) (* (sqrt 2.0) t))))
\begin{array}{l}
\\
\frac{1}{\mathsf{PI}\left(\right) \cdot \left(\sqrt{2} \cdot t\right)}
\end{array}
Initial program 99.4%
Taylor expanded in v around 0
*-commutativeN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lift-PI.f6498.8
Applied rewrites98.8%
Taylor expanded in v around 0
Applied rewrites98.8%
lift-*.f64N/A
lift-PI.f64N/A
lift-*.f64N/A
lift-sqrt.f64N/A
*-commutativeN/A
*-commutativeN/A
associate-*r*N/A
*-commutativeN/A
lift-*.f64N/A
lift-PI.f64N/A
lower-*.f64N/A
lift-sqrt.f6498.6
Applied rewrites98.6%
lift-*.f64N/A
lift-PI.f64N/A
lift-*.f64N/A
lift-sqrt.f64N/A
associate-*l*N/A
lower-*.f64N/A
lift-PI.f64N/A
*-commutativeN/A
lower-*.f64N/A
lift-sqrt.f6498.6
Applied rewrites98.6%
herbie shell --seed 2025073
(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)))))