
(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 13 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) (PI)) (sqrt (* (fma (* v v) -3.0 1.0) 2.0))) (* t (- 1.0 (* v v)))))
\begin{array}{l}
\\
\frac{\frac{\frac{\mathsf{fma}\left(-5, v \cdot v, 1\right)}{\mathsf{PI}\left(\right)}}{\sqrt{\mathsf{fma}\left(v \cdot v, -3, 1\right) \cdot 2}}}{t \cdot \left(1 - v \cdot v\right)}
\end{array}
Initial program 99.3%
lift-/.f64N/A
lift-*.f64N/A
associate-/r*N/A
lower-/.f64N/A
Applied rewrites99.6%
lift-/.f64N/A
lift-/.f64N/A
lift-*.f64N/A
associate-/r*N/A
associate-/l/N/A
lower-/.f64N/A
Applied rewrites99.8%
(FPCore (v t) :precision binary64 (/ (- 1.0 (* 5.0 (* v v))) (* (* (* (PI) t) (sqrt (fma (* v v) -6.0 2.0))) (- 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{\mathsf{fma}\left(v \cdot v, -6, 2\right)}\right) \cdot \left(1 - v \cdot v\right)}
\end{array}
Initial program 99.3%
Taylor expanded in v around 0
Applied rewrites99.3%
(FPCore (v t) :precision binary64 (/ (fma (* -5.0 v) v 1.0) (* (* (* (sqrt (fma (* v v) -6.0 2.0)) t) (PI)) (- 1.0 (* v v)))))
\begin{array}{l}
\\
\frac{\mathsf{fma}\left(-5 \cdot v, v, 1\right)}{\left(\left(\sqrt{\mathsf{fma}\left(v \cdot v, -6, 2\right)} \cdot t\right) \cdot \mathsf{PI}\left(\right)\right) \cdot \left(1 - v \cdot v\right)}
\end{array}
Initial program 99.3%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
*-commutativeN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f6499.3
lift-*.f64N/A
*-commutativeN/A
lower-*.f6499.3
lift--.f64N/A
lift-*.f64N/A
fp-cancel-sub-sign-invN/A
+-commutativeN/A
lower-fma.f64N/A
metadata-eval99.3
Applied rewrites99.3%
Taylor expanded in v around 0
Applied rewrites99.3%
lift--.f64N/A
lift-*.f64N/A
fp-cancel-sub-sign-invN/A
+-commutativeN/A
lift-*.f64N/A
associate-*r*N/A
lower-fma.f64N/A
lower-*.f64N/A
metadata-eval99.3
Applied rewrites99.3%
(FPCore (v t) :precision binary64 (/ (/ (/ (fma (fma (* -6.625 v) v -2.5) (* v v) 1.0) (sqrt 2.0)) (PI)) t))
\begin{array}{l}
\\
\frac{\frac{\frac{\mathsf{fma}\left(\mathsf{fma}\left(-6.625 \cdot v, v, -2.5\right), v \cdot v, 1\right)}{\sqrt{2}}}{\mathsf{PI}\left(\right)}}{t}
\end{array}
Initial program 99.3%
Taylor expanded in v around 0
Applied rewrites98.4%
Applied rewrites98.8%
Applied rewrites99.2%
Applied rewrites99.2%
(FPCore (v t) :precision binary64 (/ (/ (fma (fma (* -6.625 v) v -2.5) (* v v) 1.0) (* (sqrt 2.0) (PI))) t))
\begin{array}{l}
\\
\frac{\frac{\mathsf{fma}\left(\mathsf{fma}\left(-6.625 \cdot v, v, -2.5\right), v \cdot v, 1\right)}{\sqrt{2} \cdot \mathsf{PI}\left(\right)}}{t}
\end{array}
Initial program 99.3%
Taylor expanded in v around 0
Applied rewrites98.4%
Applied rewrites98.8%
Applied rewrites99.2%
Applied rewrites99.2%
(FPCore (v t) :precision binary64 (/ (/ (fma (fma (* -6.625 v) v -2.5) (* v v) 1.0) (PI)) (* (sqrt 2.0) t)))
\begin{array}{l}
\\
\frac{\frac{\mathsf{fma}\left(\mathsf{fma}\left(-6.625 \cdot v, v, -2.5\right), v \cdot v, 1\right)}{\mathsf{PI}\left(\right)}}{\sqrt{2} \cdot t}
\end{array}
Initial program 99.3%
lift-/.f64N/A
lift-*.f64N/A
associate-/r*N/A
lower-/.f64N/A
Applied rewrites99.6%
Taylor expanded in v around 0
Applied rewrites98.9%
(FPCore (v t) :precision binary64 (/ (fma (fma (* -6.625 v) v -2.5) (* v v) 1.0) (* (* (sqrt 2.0) (PI)) t)))
\begin{array}{l}
\\
\frac{\mathsf{fma}\left(\mathsf{fma}\left(-6.625 \cdot v, v, -2.5\right), v \cdot v, 1\right)}{\left(\sqrt{2} \cdot \mathsf{PI}\left(\right)\right) \cdot t}
\end{array}
Initial program 99.3%
Taylor expanded in v around 0
Applied rewrites98.4%
Applied rewrites98.8%
(FPCore (v t) :precision binary64 (/ (/ (fma (* v v) -2.5 1.0) (PI)) (* (sqrt 2.0) t)))
\begin{array}{l}
\\
\frac{\frac{\mathsf{fma}\left(v \cdot v, -2.5, 1\right)}{\mathsf{PI}\left(\right)}}{\sqrt{2} \cdot t}
\end{array}
Initial program 99.3%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
*-commutativeN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f6499.3
lift-*.f64N/A
*-commutativeN/A
lower-*.f6499.3
lift--.f64N/A
lift-*.f64N/A
fp-cancel-sub-sign-invN/A
+-commutativeN/A
lower-fma.f64N/A
metadata-eval99.3
Applied rewrites99.3%
Taylor expanded in v around 0
Applied rewrites99.3%
Taylor expanded in v around 0
Applied rewrites98.6%
(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 99.3%
Taylor expanded in v around 0
Applied rewrites98.4%
(FPCore (v t) :precision binary64 (/ (/ 1.0 (* (sqrt 2.0) (PI))) t))
\begin{array}{l}
\\
\frac{\frac{1}{\sqrt{2} \cdot \mathsf{PI}\left(\right)}}{t}
\end{array}
Initial program 99.3%
Taylor expanded in v around 0
Applied rewrites97.6%
Applied rewrites97.5%
Applied rewrites98.0%
(FPCore (v t) :precision binary64 (/ (/ 1.0 t) (* (sqrt 2.0) (PI))))
\begin{array}{l}
\\
\frac{\frac{1}{t}}{\sqrt{2} \cdot \mathsf{PI}\left(\right)}
\end{array}
Initial program 99.3%
Taylor expanded in v around 0
Applied rewrites97.6%
Applied rewrites97.8%
(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 99.3%
Taylor expanded in v around 0
Applied rewrites97.6%
(FPCore (v t) :precision binary64 (/ 1.0 (* (* t (PI)) (sqrt 2.0))))
\begin{array}{l}
\\
\frac{1}{\left(t \cdot \mathsf{PI}\left(\right)\right) \cdot \sqrt{2}}
\end{array}
Initial program 99.3%
Taylor expanded in v around 0
Applied rewrites97.6%
Applied rewrites97.5%
herbie shell --seed 2025019
(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)))))