
(FPCore (x)
:precision binary64
(let* ((t_0 (* (* (fabs x) (fabs x)) (fabs x)))
(t_1 (* (* t_0 (fabs x)) (fabs x))))
(fabs
(*
(/ 1.0 (sqrt (PI)))
(+
(+ (+ (* 2.0 (fabs x)) (* (/ 2.0 3.0) t_0)) (* (/ 1.0 5.0) t_1))
(* (/ 1.0 21.0) (* (* t_1 (fabs x)) (fabs x))))))))\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\\
t_1 := \left(t\_0 \cdot \left|x\right|\right) \cdot \left|x\right|\\
\left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left(2 \cdot \left|x\right| + \frac{2}{3} \cdot t\_0\right) + \frac{1}{5} \cdot t\_1\right) + \frac{1}{21} \cdot \left(\left(t\_1 \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right|
\end{array}
\end{array}
Sampling outcomes in binary64 precision:
Herbie found 7 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (x)
:precision binary64
(let* ((t_0 (* (* (fabs x) (fabs x)) (fabs x)))
(t_1 (* (* t_0 (fabs x)) (fabs x))))
(fabs
(*
(/ 1.0 (sqrt (PI)))
(+
(+ (+ (* 2.0 (fabs x)) (* (/ 2.0 3.0) t_0)) (* (/ 1.0 5.0) t_1))
(* (/ 1.0 21.0) (* (* t_1 (fabs x)) (fabs x))))))))\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\\
t_1 := \left(t\_0 \cdot \left|x\right|\right) \cdot \left|x\right|\\
\left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left(2 \cdot \left|x\right| + \frac{2}{3} \cdot t\_0\right) + \frac{1}{5} \cdot t\_1\right) + \frac{1}{21} \cdot \left(\left(t\_1 \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right|
\end{array}
\end{array}
(FPCore (x)
:precision binary64
(fabs
(*
(/ -1.0 (sqrt (PI)))
(+
(+
(+ (* 2.0 (fabs x)) (* (/ 2.0 3.0) (* (* x x) (fabs x))))
(* (pow 5.0 -1.0) (fabs (* (* (* (* x x) x) x) x))))
(* (* (pow x 6.0) 0.047619047619047616) (fabs x))))))\begin{array}{l}
\\
\left|\frac{-1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left(2 \cdot \left|x\right| + \frac{2}{3} \cdot \left(\left(x \cdot x\right) \cdot \left|x\right|\right)\right) + {5}^{-1} \cdot \left|\left(\left(\left(x \cdot x\right) \cdot x\right) \cdot x\right) \cdot x\right|\right) + \left({x}^{6} \cdot 0.047619047619047616\right) \cdot \left|x\right|\right)\right|
\end{array}
Initial program 99.5%
lift-*.f64N/A
lift-*.f64N/A
associate-*r*N/A
lower-*.f64N/A
Applied rewrites99.8%
Final simplification99.8%
(FPCore (x)
:precision binary64
(let* ((t_0 (fabs (* (* (* (* x x) x) x) x))))
(fabs
(*
(/ -1.0 (sqrt (PI)))
(+
(+ (* 2.0 (fabs x)) (* (pow 5.0 -1.0) t_0))
(* 0.047619047619047616 (* (* t_0 (fabs x)) (fabs x))))))))\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left|\left(\left(\left(x \cdot x\right) \cdot x\right) \cdot x\right) \cdot x\right|\\
\left|\frac{-1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(2 \cdot \left|x\right| + {5}^{-1} \cdot t\_0\right) + 0.047619047619047616 \cdot \left(\left(t\_0 \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right|
\end{array}
\end{array}
Initial program 99.5%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
lift-*.f64N/A
associate-*r*N/A
lower-fma.f64N/A
*-commutativeN/A
lower-*.f6499.5
lift-*.f64N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
sqr-absN/A
lower-*.f6499.5
lift-/.f64N/A
metadata-eval99.5
lift-*.f64N/A
*-commutativeN/A
lower-*.f6499.5
Applied rewrites99.5%
lift-/.f64N/A
metadata-eval99.5
Applied rewrites99.5%
Taylor expanded in x around 0
lower-*.f64N/A
lower-fabs.f6498.5
Applied rewrites98.5%
Final simplification98.5%
(FPCore (x)
:precision binary64
(fabs
(*
(/ -1.0 (sqrt (PI)))
(+
(+
(* (fma 0.6666666666666666 (* x x) 2.0) (fabs x))
(* 0.2 (* (* (* x x) (* x x)) (fabs x))))
(* (* (pow x 6.0) 0.047619047619047616) (fabs x))))))\begin{array}{l}
\\
\left|\frac{-1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\mathsf{fma}\left(0.6666666666666666, x \cdot x, 2\right) \cdot \left|x\right| + 0.2 \cdot \left(\left(\left(x \cdot x\right) \cdot \left(x \cdot x\right)\right) \cdot \left|x\right|\right)\right) + \left({x}^{6} \cdot 0.047619047619047616\right) \cdot \left|x\right|\right)\right|
\end{array}
Initial program 99.5%
lift-*.f64N/A
lift-*.f64N/A
associate-*r*N/A
lower-*.f64N/A
Applied rewrites99.8%
lift-+.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-/.f64N/A
metadata-evalN/A
lift-*.f64N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
sqr-absN/A
lift-*.f64N/A
lower-*.f64N/A
associate-*r*N/A
*-commutativeN/A
lift-*.f64N/A
distribute-rgt-inN/A
+-commutativeN/A
lift-*.f64N/A
lift-fma.f64N/A
*-commutativeN/A
lower-*.f6499.8
Applied rewrites99.8%
lift-/.f64N/A
metadata-eval99.8
Applied rewrites99.8%
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
sqr-absN/A
lift-*.f64N/A
associate-*l*N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
sqr-absN/A
lift-*.f64N/A
lower-*.f6499.8
Applied rewrites99.8%
Final simplification99.8%
(FPCore (x)
:precision binary64
(let* ((t_0 (sqrt (PI))))
(if (<= (fabs x) 0.005)
(fabs (* (/ -1.0 t_0) (* (fma (* x x) 0.6666666666666666 2.0) (fabs x))))
(/ (fabs (* (pow x 7.0) 0.047619047619047616)) t_0))))\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{PI}\left(\right)}\\
\mathbf{if}\;\left|x\right| \leq 0.005:\\
\;\;\;\;\left|\frac{-1}{t\_0} \cdot \left(\mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right) \cdot \left|x\right|\right)\right|\\
\mathbf{else}:\\
\;\;\;\;\frac{\left|{x}^{7} \cdot 0.047619047619047616\right|}{t\_0}\\
\end{array}
\end{array}
if (fabs.f64 x) < 0.0050000000000000001Initial program 99.8%
Applied rewrites54.3%
Taylor expanded in x around inf
Applied rewrites99.6%
if 0.0050000000000000001 < (fabs.f64 x) Initial program 98.9%
lift-*.f64N/A
lift-*.f64N/A
associate-*r*N/A
lower-*.f64N/A
Applied rewrites99.9%
Taylor expanded in x around inf
associate-*r*N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower-pow.f64N/A
lower-fabs.f6498.6
Applied rewrites98.6%
Applied rewrites97.6%
Applied rewrites97.6%
Final simplification98.9%
(FPCore (x)
:precision binary64
(let* ((t_0 (fabs (* (* (* (* x x) x) x) x))))
(fabs
(*
(/ -1.0 (sqrt (PI)))
(+
(+
(fma (* (* x x) 0.6666666666666666) (fabs x) (* (fabs x) 2.0))
(* 0.2 t_0))
(* 0.047619047619047616 (* (* t_0 (fabs x)) (fabs x))))))))\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left|\left(\left(\left(x \cdot x\right) \cdot x\right) \cdot x\right) \cdot x\right|\\
\left|\frac{-1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\mathsf{fma}\left(\left(x \cdot x\right) \cdot 0.6666666666666666, \left|x\right|, \left|x\right| \cdot 2\right) + 0.2 \cdot t\_0\right) + 0.047619047619047616 \cdot \left(\left(t\_0 \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right|
\end{array}
\end{array}
Initial program 99.5%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
lift-*.f64N/A
associate-*r*N/A
lower-fma.f64N/A
*-commutativeN/A
lower-*.f6499.5
lift-*.f64N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
sqr-absN/A
lower-*.f6499.5
lift-/.f64N/A
metadata-eval99.5
lift-*.f64N/A
*-commutativeN/A
lower-*.f6499.5
Applied rewrites99.5%
lift-/.f64N/A
metadata-eval99.5
Applied rewrites99.5%
lift-/.f64N/A
metadata-eval99.5
Applied rewrites99.5%
Final simplification99.5%
(FPCore (x) :precision binary64 (fabs (* (/ -1.0 (sqrt (PI))) (* (fma (* x x) 0.6666666666666666 2.0) (fabs x)))))
\begin{array}{l}
\\
\left|\frac{-1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right) \cdot \left|x\right|\right)\right|
\end{array}
Initial program 99.5%
Applied rewrites45.7%
Taylor expanded in x around inf
Applied rewrites90.6%
Final simplification90.6%
(FPCore (x) :precision binary64 (/ (fabs (* (* x x) (* 0.6666666666666666 x))) (sqrt (PI))))
\begin{array}{l}
\\
\frac{\left|\left(x \cdot x\right) \cdot \left(0.6666666666666666 \cdot x\right)\right|}{\sqrt{\mathsf{PI}\left(\right)}}
\end{array}
Initial program 99.5%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
lift-*.f64N/A
associate-*r*N/A
lift-*.f64N/A
distribute-rgt-outN/A
lower-*.f64N/A
*-commutativeN/A
lower-fma.f6499.5
lift-*.f64N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
sqr-absN/A
lower-*.f6499.5
lift-/.f64N/A
metadata-eval99.5
Applied rewrites99.5%
Taylor expanded in x around inf
*-commutativeN/A
lower-*.f64N/A
unpow2N/A
sqr-absN/A
unpow3N/A
lower-pow.f64N/A
lower-fabs.f6428.3
Applied rewrites28.3%
Applied rewrites28.3%
Applied rewrites28.3%
herbie shell --seed 2024298
(FPCore (x)
:name "Jmat.Real.erfi, branch x less than or equal to 0.5"
:precision binary64
:pre (<= x 0.5)
(fabs (* (/ 1.0 (sqrt (PI))) (+ (+ (+ (* 2.0 (fabs x)) (* (/ 2.0 3.0) (* (* (fabs x) (fabs x)) (fabs x)))) (* (/ 1.0 5.0) (* (* (* (* (fabs x) (fabs x)) (fabs x)) (fabs x)) (fabs x)))) (* (/ 1.0 21.0) (* (* (* (* (* (* (fabs x) (fabs x)) (fabs x)) (fabs x)) (fabs x)) (fabs x)) (fabs x)))))))