
(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 4 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}
x_m = (fabs.f64 x)
(FPCore (x_m)
:precision binary64
(fabs
(*
(/ -1.0 (sqrt (PI)))
(-
(+
(+ (* 2.0 (fabs x_m)) (* (/ 2.0 3.0) (* (* x_m x_m) (fabs x_m))))
(* (/ 1.0 5.0) (fabs (* (* (* (* x_m x_m) x_m) x_m) x_m))))
(*
(/ -1.0 21.0)
(*
(*
(* (* (* (* x_m x_m) (* (sqrt x_m) (sqrt x_m))) (fabs x_m)) (fabs x_m))
(fabs x_m))
(fabs x_m)))))))\begin{array}{l}
x_m = \left|x\right|
\\
\left|\frac{-1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left(2 \cdot \left|x\_m\right| + \frac{2}{3} \cdot \left(\left(x\_m \cdot x\_m\right) \cdot \left|x\_m\right|\right)\right) + \frac{1}{5} \cdot \left|\left(\left(\left(x\_m \cdot x\_m\right) \cdot x\_m\right) \cdot x\_m\right) \cdot x\_m\right|\right) - \frac{-1}{21} \cdot \left(\left(\left(\left(\left(\left(x\_m \cdot x\_m\right) \cdot \left(\sqrt{x\_m} \cdot \sqrt{x\_m}\right)\right) \cdot \left|x\_m\right|\right) \cdot \left|x\_m\right|\right) \cdot \left|x\_m\right|\right) \cdot \left|x\_m\right|\right)\right)\right|
\end{array}
Initial program 99.9%
lift-fabs.f64N/A
rem-sqrt-square-revN/A
sqrt-prodN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f6435.1
Applied rewrites35.1%
Final simplification35.1%
x_m = (fabs.f64 x)
(FPCore (x_m)
:precision binary64
(fabs
(*
(/ -1.0 (sqrt (PI)))
(-
(+
(* (fabs x_m) (fma (* x_m x_m) 0.6666666666666666 2.0))
(* (/ 1.0 5.0) (fabs (* (* (* (* x_m x_m) x_m) x_m) x_m))))
(*
(/ -1.0 21.0)
(*
(*
(* (* (* (* (* x_m x_m) (sqrt x_m)) (sqrt x_m)) (fabs x_m)) (fabs x_m))
(fabs x_m))
(fabs x_m)))))))\begin{array}{l}
x_m = \left|x\right|
\\
\left|\frac{-1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left|x\_m\right| \cdot \mathsf{fma}\left(x\_m \cdot x\_m, 0.6666666666666666, 2\right) + \frac{1}{5} \cdot \left|\left(\left(\left(x\_m \cdot x\_m\right) \cdot x\_m\right) \cdot x\_m\right) \cdot x\_m\right|\right) - \frac{-1}{21} \cdot \left(\left(\left(\left(\left(\left(\left(x\_m \cdot x\_m\right) \cdot \sqrt{x\_m}\right) \cdot \sqrt{x\_m}\right) \cdot \left|x\_m\right|\right) \cdot \left|x\_m\right|\right) \cdot \left|x\_m\right|\right) \cdot \left|x\_m\right|\right)\right)\right|
\end{array}
Initial program 99.9%
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.f6499.9
Applied rewrites99.9%
lift-*.f64N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
sqr-abs-revN/A
pow2N/A
lower-*.f64N/A
lift-fabs.f64N/A
rem-sqrt-square-revN/A
sqrt-unprodN/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f64N/A
pow2N/A
lift-*.f64N/A
lift-sqrt.f64N/A
lift-sqrt.f6435.1
Applied rewrites35.1%
Final simplification35.1%
x_m = (fabs.f64 x)
(FPCore (x_m)
:precision binary64
(let* ((t_0 (* (* x_m x_m) x_m)))
(fabs
(*
(/ -1.0 (sqrt (PI)))
(+
(+
(* (fma (* x_m x_m) 0.6666666666666666 2.0) x_m)
(* 0.2 (fabs (* (* t_0 x_m) x_m))))
(* 0.047619047619047616 (* (* t_0 t_0) (fabs x_m))))))))\begin{array}{l}
x_m = \left|x\right|
\\
\begin{array}{l}
t_0 := \left(x\_m \cdot x\_m\right) \cdot x\_m\\
\left|\frac{-1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\mathsf{fma}\left(x\_m \cdot x\_m, 0.6666666666666666, 2\right) \cdot x\_m + 0.2 \cdot \left|\left(t\_0 \cdot x\_m\right) \cdot x\_m\right|\right) + 0.047619047619047616 \cdot \left(\left(t\_0 \cdot t\_0\right) \cdot \left|x\_m\right|\right)\right)\right|
\end{array}
\end{array}
Initial program 99.9%
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 rewrites99.9%
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-abs-revN/A
pow2N/A
lower-*.f64N/A
associate-*r*N/A
distribute-rgt-inN/A
*-commutativeN/A
*-commutativeN/A
pow2N/A
+-commutativeN/A
lower-*.f64N/A
lift-fma.f64N/A
lift-*.f6499.9
lift-fabs.f64N/A
rem-sqrt-square-revN/A
Applied rewrites77.5%
lift-/.f64N/A
metadata-eval77.5
Applied rewrites77.5%
lift-/.f64N/A
metadata-eval77.5
Applied rewrites77.5%
Final simplification77.5%
x_m = (fabs.f64 x) (FPCore (x_m) :precision binary64 (/ (fabs (* (* x_m x_m) (* x_m 0.6666666666666666))) (sqrt (PI))))
\begin{array}{l}
x_m = \left|x\right|
\\
\frac{\left|\left(x\_m \cdot x\_m\right) \cdot \left(x\_m \cdot 0.6666666666666666\right)\right|}{\sqrt{\mathsf{PI}\left(\right)}}
\end{array}
Initial program 99.9%
Applied rewrites99.4%
Taylor expanded in x around inf
*-commutativeN/A
lift-fabs.f64N/A
pow2N/A
sqr-abs-revN/A
lift-fabs.f64N/A
lift-fabs.f64N/A
pow3N/A
lift-fabs.f64N/A
lower-*.f64N/A
lift-fabs.f64N/A
lower-pow.f6427.1
lift-fabs.f64N/A
rem-sqrt-square-revN/A
sqrt-unprodN/A
rem-square-sqrt27.1
Applied rewrites27.1%
lift-pow.f64N/A
pow3N/A
lift-*.f64N/A
lift-*.f6427.1
Applied rewrites27.1%
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
pow2N/A
associate-*l*N/A
unpow1N/A
metadata-evalN/A
sqrt-pow1N/A
pow2N/A
rem-sqrt-square-revN/A
*-commutativeN/A
lower-*.f64N/A
pow2N/A
lift-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
rem-sqrt-square-revN/A
pow2N/A
sqrt-pow1N/A
metadata-evalN/A
unpow127.1
Applied rewrites27.1%
herbie shell --seed 2025027
(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)))))))