
(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))))
(* (/ 1.0 5.0) (fabs (* (* (* (* x x) x) x) x))))
(* (pow (fabs x) 7.0) 0.047619047619047616)))))\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) + \frac{1}{5} \cdot \left|\left(\left(\left(x \cdot x\right) \cdot x\right) \cdot x\right) \cdot x\right|\right) + {\left(\left|x\right|\right)}^{7} \cdot 0.047619047619047616\right)\right|
\end{array}
Initial program 99.8%
Taylor expanded in x around 0
Applied rewrites99.8%
Final simplification99.8%
(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))
(* (/ 1.0 5.0) t_0))
(* (/ 1.0 21.0) (* (* 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) + \frac{1}{5} \cdot t\_0\right) + \frac{1}{21} \cdot \left(\left(t\_0 \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right|
\end{array}
\end{array}
Initial program 99.8%
lift-+.f64N/A
lift-*.f64N/A
lift-fabs.f64N/A
+-commutativeN/A
lift-*.f64N/A
lift-*.f64N/A
associate-*r*N/A
lower-fma.f64N/A
*-commutativeN/A
lower-*.f64N/A
lift-*.f64N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
sqr-absN/A
lower-*.f64N/A
lift-/.f64N/A
metadata-evalN/A
lift-fabs.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)))
(+
(+ (* (fabs x) (fma (* x x) 0.6666666666666666 2.0)) (* (/ 1.0 5.0) t_0))
(* (/ 1.0 21.0) (* (* 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(\left|x\right| \cdot \mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right) + \frac{1}{5} \cdot t\_0\right) + \frac{1}{21} \cdot \left(\left(t\_0 \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right|
\end{array}
\end{array}
Initial program 99.8%
lift-+.f64N/A
lift-*.f64N/A
lift-fabs.f64N/A
+-commutativeN/A
lift-*.f64N/A
lift-*.f64N/A
associate-*r*N/A
lift-fabs.f64N/A
distribute-rgt-outN/A
lower-*.f64N/A
*-commutativeN/A
lower-fma.f6499.8
Applied rewrites99.8%
Final simplification99.8%
(FPCore (x)
:precision binary64
(let* ((t_0 (* (* x x) x)))
(fabs
(*
(/ 1.0 (sqrt (PI)))
(+
(+
(fma (* (* x x) 0.6666666666666666) x (* x 2.0))
(* 0.2 (* (* (* x x) (* x x)) (fabs x))))
(* (/ 1.0 21.0) (* (* t_0 t_0) (fabs x))))))))\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(x \cdot x\right) \cdot x\\
\left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\mathsf{fma}\left(\left(x \cdot x\right) \cdot 0.6666666666666666, x, x \cdot 2\right) + 0.2 \cdot \left(\left(\left(x \cdot x\right) \cdot \left(x \cdot x\right)\right) \cdot \left|x\right|\right)\right) + \frac{1}{21} \cdot \left(\left(t\_0 \cdot t\_0\right) \cdot \left|x\right|\right)\right)\right|
\end{array}
\end{array}
Initial program 99.8%
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lift-*.f64N/A
associate-*r*N/A
lift-*.f64N/A
swap-sqrN/A
lift-fabs.f64N/A
lift-fabs.f64N/A
sqr-absN/A
unswap-sqrN/A
Applied rewrites99.8%
lift-+.f64N/A
lift-*.f64N/A
lift-fabs.f64N/A
+-commutativeN/A
lift-*.f64N/A
lift-/.f64N/A
metadata-evalN/A
lift-*.f64N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
sqr-abs-revN/A
pow2N/A
lift-fabs.f64N/A
lower-*.f64N/A
associate-*r*N/A
lower-fma.f64N/A
Applied rewrites78.4%
lift-/.f64N/A
metadata-eval78.4
Applied rewrites78.4%
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
sqr-abs-revN/A
pow2N/A
associate-*l*N/A
sqr-abs-revN/A
pow2N/A
lower-*.f64N/A
pow2N/A
lift-*.f64N/A
pow2N/A
lift-*.f6478.4
Applied rewrites78.4%
(FPCore (x)
:precision binary64
(fabs
(*
(/ 1.0 (sqrt (PI)))
(+
(* x 2.0)
(*
(/ 1.0 21.0)
(* (* (* (* (* (* x x) x) (fabs x)) (fabs x)) (fabs x)) (fabs x)))))))\begin{array}{l}
\\
\left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(x \cdot 2 + \frac{1}{21} \cdot \left(\left(\left(\left(\left(\left(x \cdot x\right) \cdot x\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right|
\end{array}
Initial program 99.8%
lift-fabs.f64N/A
rem-sqrt-square-revN/A
sqrt-prodN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f6429.1
Applied rewrites29.1%
Taylor expanded in x around inf
Applied rewrites98.8%
lift-*.f64N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
sqr-abs-revN/A
lift-*.f6498.8
lift-fabs.f64N/A
rem-sqrt-square-revN/A
pow2N/A
sqrt-pow1N/A
metadata-evalN/A
unpow198.8
Applied rewrites98.8%
(FPCore (x)
:precision binary64
(fabs
(*
(/ 1.0 (sqrt (PI)))
(+
(* x 2.0)
(* (/ 1.0 21.0) (* (fabs (* (* (* (* x x) (* x x)) x) x)) (fabs x)))))))\begin{array}{l}
\\
\left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(x \cdot 2 + \frac{1}{21} \cdot \left(\left|\left(\left(\left(x \cdot x\right) \cdot \left(x \cdot x\right)\right) \cdot x\right) \cdot x\right| \cdot \left|x\right|\right)\right)\right|
\end{array}
Initial program 99.8%
lift-fabs.f64N/A
rem-sqrt-square-revN/A
sqrt-prodN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f6429.1
Applied rewrites29.1%
Taylor expanded in x around inf
Applied rewrites98.8%
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
sqr-abs-revN/A
pow2N/A
associate-*l*N/A
sqr-abs-revN/A
pow2N/A
lower-*.f64N/A
pow2N/A
lift-*.f64N/A
pow2N/A
lift-*.f6498.7
Applied rewrites98.7%
Final simplification98.7%
(FPCore (x) :precision binary64 (fabs (* (/ 1.0 (sqrt (PI))) (+ x x))))
\begin{array}{l}
\\
\left|\frac{1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(x + x\right)\right|
\end{array}
Initial program 99.8%
lift-fabs.f64N/A
rem-sqrt-square-revN/A
sqrt-prodN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f6429.1
Applied rewrites29.1%
Taylor expanded in x around inf
Applied rewrites63.9%
Applied rewrites63.9%
herbie shell --seed 2025025
(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)))))))