
(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 11 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
(*
(pow (sqrt (PI)) -1.0)
(+
(+
(* (fma (* x_m x_m) 0.6666666666666666 2.0) x_m)
(* 0.2 (* (* (* x_m x_m) (* x_m x_m)) (fabs x_m))))
(* (* (pow x_m 6.0) 0.047619047619047616) x_m)))))\begin{array}{l}
x_m = \left|x\right|
\\
\left|{\left(\sqrt{\mathsf{PI}\left(\right)}\right)}^{-1} \cdot \left(\left(\mathsf{fma}\left(x\_m \cdot x\_m, 0.6666666666666666, 2\right) \cdot x\_m + 0.2 \cdot \left(\left(\left(x\_m \cdot x\_m\right) \cdot \left(x\_m \cdot x\_m\right)\right) \cdot \left|x\_m\right|\right)\right) + \left({x\_m}^{6} \cdot 0.047619047619047616\right) \cdot x\_m\right)\right|
\end{array}
Initial program 99.8%
lift-*.f64N/A
lift-*.f64N/A
associate-*r*N/A
lower-*.f64N/A
Applied rewrites77.2%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
lift-*.f64N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
sqr-abs-revN/A
lift-*.f64N/A
lower-*.f64N/A
associate-*r*N/A
*-commutativeN/A
lift-*.f64N/A
distribute-rgt-inN/A
lift-fma.f64N/A
lift-/.f64N/A
metadata-evalN/A
*-commutativeN/A
lower-*.f6477.2
lift-fabs.f64N/A
rem-sqrt-square-revN/A
sqrt-unprodN/A
Applied rewrites77.2%
lift-/.f64N/A
metadata-eval77.2
Applied rewrites77.2%
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
pow3N/A
lift-fabs.f64N/A
rem-sqrt-square-revN/A
lift-*.f64N/A
sqrt-pow2N/A
lift-fabs.f64N/A
rem-sqrt-square-revN/A
lift-*.f64N/A
pow1/2N/A
pow-prod-upN/A
metadata-evalN/A
metadata-evalN/A
pow2N/A
lower-*.f6477.2
Applied rewrites77.2%
Final simplification77.2%
x_m = (fabs.f64 x)
(FPCore (x_m)
:precision binary64
(fabs
(*
(pow (sqrt (PI)) -1.0)
(+
(+
(* (fma (* x_m x_m) 0.6666666666666666 2.0) x_m)
(* (pow 5.0 -1.0) (fabs (* (* (* (* x_m x_m) x_m) x_m) x_m))))
(*
(pow 21.0 -1.0)
(*
(*
(* (* (* (* 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|{\left(\sqrt{\mathsf{PI}\left(\right)}\right)}^{-1} \cdot \left(\left(\mathsf{fma}\left(x\_m \cdot x\_m, 0.6666666666666666, 2\right) \cdot x\_m + {5}^{-1} \cdot \left|\left(\left(\left(x\_m \cdot x\_m\right) \cdot x\_m\right) \cdot x\_m\right) \cdot x\_m\right|\right) + {21}^{-1} \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 99.8%
rem-square-sqrtN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lift-fabs.f64N/A
rem-sqrt-square-revN/A
sqrt-prodN/A
rem-square-sqrtN/A
lower-sqrt.f6432.0
lift-fabs.f64N/A
rem-sqrt-square-revN/A
sqrt-prodN/A
rem-square-sqrt32.0
Applied rewrites32.0%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
lift-*.f64N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
sqr-abs-revN/A
lift-*.f64N/A
lower-*.f64N/A
associate-*r*N/A
*-commutativeN/A
lift-*.f64N/A
distribute-rgt-inN/A
lift-fma.f64N/A
lift-/.f64N/A
metadata-evalN/A
*-commutativeN/A
lower-*.f6432.0
lift-fabs.f64N/A
rem-sqrt-square-revN/A
sqrt-unprodN/A
Applied rewrites32.0%
Final simplification32.0%
x_m = (fabs.f64 x)
(FPCore (x_m)
:precision binary64
(fabs
(*
(pow (sqrt (PI)) -1.0)
(+
(+
(+ (* 2.0 (fabs x_m)) (* (/ 2.0 3.0) (* (* x_m x_m) (fabs x_m))))
(* (pow 5.0 -1.0) (fabs (* (* (* (* x_m x_m) x_m) x_m) x_m))))
(*
(pow 21.0 -1.0)
(* (fabs (* (* (* (* x_m x_m) (* x_m x_m)) x_m) x_m)) (fabs x_m)))))))\begin{array}{l}
x_m = \left|x\right|
\\
\left|{\left(\sqrt{\mathsf{PI}\left(\right)}\right)}^{-1} \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) + {5}^{-1} \cdot \left|\left(\left(\left(x\_m \cdot x\_m\right) \cdot x\_m\right) \cdot x\_m\right) \cdot x\_m\right|\right) + {21}^{-1} \cdot \left(\left|\left(\left(\left(x\_m \cdot x\_m\right) \cdot \left(x\_m \cdot x\_m\right)\right) \cdot x\_m\right) \cdot x\_m\right| \cdot \left|x\_m\right|\right)\right)\right|
\end{array}
Initial program 99.8%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lift-*.f64N/A
lower-*.f6499.8
lift-fabs.f64N/A
rem-sqrt-square-revN/A
sqrt-prodN/A
rem-square-sqrt77.2
lift-fabs.f64N/A
rem-sqrt-square-revN/A
sqrt-prodN/A
rem-square-sqrt99.8
lift-fabs.f64N/A
rem-sqrt-square-revN/A
sqrt-prodN/A
rem-square-sqrt77.2
lift-fabs.f64N/A
rem-sqrt-square-revN/A
sqrt-prodN/A
rem-square-sqrt99.8
Applied rewrites99.8%
Final simplification99.8%
x_m = (fabs.f64 x)
(FPCore (x_m)
:precision binary64
(let* ((t_0 (fabs (* (* (* (* x_m x_m) x_m) x_m) x_m))))
(fabs
(*
(pow (sqrt (PI)) -1.0)
(+
(+ (* x_m (fma (* x_m x_m) 0.6666666666666666 2.0)) (* 0.2 t_0))
(* (pow 21.0 -1.0) (* (* t_0 (fabs x_m)) (fabs x_m))))))))\begin{array}{l}
x_m = \left|x\right|
\\
\begin{array}{l}
t_0 := \left|\left(\left(\left(x\_m \cdot x\_m\right) \cdot x\_m\right) \cdot x\_m\right) \cdot x\_m\right|\\
\left|{\left(\sqrt{\mathsf{PI}\left(\right)}\right)}^{-1} \cdot \left(\left(x\_m \cdot \mathsf{fma}\left(x\_m \cdot x\_m, 0.6666666666666666, 2\right) + 0.2 \cdot t\_0\right) + {21}^{-1} \cdot \left(\left(t\_0 \cdot \left|x\_m\right|\right) \cdot \left|x\_m\right|\right)\right)\right|
\end{array}
\end{array}
Initial program 99.8%
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
lift-fabs.f64N/A
rem-sqrt-square-revN/A
sqrt-prodN/A
rem-square-sqrtN/A
*-commutativeN/A
lower-fma.f6479.8
Applied rewrites79.8%
lift-/.f64N/A
metadata-eval79.8
Applied rewrites79.8%
Final simplification79.8%
x_m = (fabs.f64 x)
(FPCore (x_m)
:precision binary64
(let* ((t_0 (pow (sqrt (PI)) -1.0)))
(if (<= x_m 2.2)
(fabs (* t_0 (* (fma (* x_m 0.6666666666666666) x_m 2.0) x_m)))
(fabs (* t_0 (* (* (pow (fabs x_m) 6.0) x_m) 0.047619047619047616))))))\begin{array}{l}
x_m = \left|x\right|
\\
\begin{array}{l}
t_0 := {\left(\sqrt{\mathsf{PI}\left(\right)}\right)}^{-1}\\
\mathbf{if}\;x\_m \leq 2.2:\\
\;\;\;\;\left|t\_0 \cdot \left(\mathsf{fma}\left(x\_m \cdot 0.6666666666666666, x\_m, 2\right) \cdot x\_m\right)\right|\\
\mathbf{else}:\\
\;\;\;\;\left|t\_0 \cdot \left(\left({\left(\left|x\_m\right|\right)}^{6} \cdot x\_m\right) \cdot 0.047619047619047616\right)\right|\\
\end{array}
\end{array}
if x < 2.2000000000000002Initial program 99.8%
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
lift-fabs.f64N/A
rem-sqrt-square-revN/A
sqrt-prodN/A
rem-square-sqrtN/A
*-commutativeN/A
lower-fma.f6479.8
Applied rewrites79.8%
Taylor expanded in x around inf
cube-multN/A
unpow2N/A
associate-*l*N/A
+-commutativeN/A
distribute-rgt-inN/A
associate-*l*N/A
lft-mult-inverseN/A
metadata-evalN/A
*-commutativeN/A
lower-*.f64N/A
Applied rewrites87.6%
Applied rewrites87.6%
if 2.2000000000000002 < x Initial program 99.8%
rem-square-sqrtN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lift-fabs.f64N/A
rem-sqrt-square-revN/A
sqrt-prodN/A
rem-square-sqrtN/A
lower-sqrt.f6432.0
lift-fabs.f64N/A
rem-sqrt-square-revN/A
sqrt-prodN/A
rem-square-sqrt32.0
Applied rewrites32.0%
Taylor expanded in x around -inf
*-commutativeN/A
associate-*r*N/A
unpow2N/A
rem-square-sqrtN/A
associate-*l*N/A
metadata-evalN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower-pow.f64N/A
lower-fabs.f6435.2
Applied rewrites35.2%
Final simplification87.6%
x_m = (fabs.f64 x)
(FPCore (x_m)
:precision binary64
(if (<= x_m 2.2)
(fabs
(*
(pow (sqrt (PI)) -1.0)
(* (fma (* x_m 0.6666666666666666) x_m 2.0) x_m)))
(fabs (* (* (pow x_m 7.0) 0.047619047619047616) (sqrt (pow (PI) -1.0))))))\begin{array}{l}
x_m = \left|x\right|
\\
\begin{array}{l}
\mathbf{if}\;x\_m \leq 2.2:\\
\;\;\;\;\left|{\left(\sqrt{\mathsf{PI}\left(\right)}\right)}^{-1} \cdot \left(\mathsf{fma}\left(x\_m \cdot 0.6666666666666666, x\_m, 2\right) \cdot x\_m\right)\right|\\
\mathbf{else}:\\
\;\;\;\;\left|\left({x\_m}^{7} \cdot 0.047619047619047616\right) \cdot \sqrt{{\mathsf{PI}\left(\right)}^{-1}}\right|\\
\end{array}
\end{array}
if x < 2.2000000000000002Initial program 99.8%
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
lift-fabs.f64N/A
rem-sqrt-square-revN/A
sqrt-prodN/A
rem-square-sqrtN/A
*-commutativeN/A
lower-fma.f6479.8
Applied rewrites79.8%
Taylor expanded in x around inf
cube-multN/A
unpow2N/A
associate-*l*N/A
+-commutativeN/A
distribute-rgt-inN/A
associate-*l*N/A
lft-mult-inverseN/A
metadata-evalN/A
*-commutativeN/A
lower-*.f64N/A
Applied rewrites87.6%
Applied rewrites87.6%
if 2.2000000000000002 < x Initial program 99.8%
lift-*.f64N/A
lift-*.f64N/A
associate-*r*N/A
lower-*.f64N/A
Applied rewrites77.2%
Taylor expanded in x around inf
associate-*r*N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower-pow.f64N/A
rem-square-sqrtN/A
lower-sqrt.f64N/A
rem-square-sqrtN/A
lower-/.f64N/A
lower-PI.f6435.2
Applied rewrites35.2%
Final simplification87.6%
x_m = (fabs.f64 x)
(FPCore (x_m)
:precision binary64
(let* ((t_0 (sqrt (PI))))
(if (<= x_m 2.2)
(fabs (* (pow t_0 -1.0) (* (fma (* x_m 0.6666666666666666) x_m 2.0) x_m)))
(/ (fabs (* -0.047619047619047616 (pow x_m 7.0))) t_0))))\begin{array}{l}
x_m = \left|x\right|
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{PI}\left(\right)}\\
\mathbf{if}\;x\_m \leq 2.2:\\
\;\;\;\;\left|{t\_0}^{-1} \cdot \left(\mathsf{fma}\left(x\_m \cdot 0.6666666666666666, x\_m, 2\right) \cdot x\_m\right)\right|\\
\mathbf{else}:\\
\;\;\;\;\frac{\left|-0.047619047619047616 \cdot {x\_m}^{7}\right|}{t\_0}\\
\end{array}
\end{array}
if x < 2.2000000000000002Initial program 99.8%
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
lift-fabs.f64N/A
rem-sqrt-square-revN/A
sqrt-prodN/A
rem-square-sqrtN/A
*-commutativeN/A
lower-fma.f6479.8
Applied rewrites79.8%
Taylor expanded in x around inf
cube-multN/A
unpow2N/A
associate-*l*N/A
+-commutativeN/A
distribute-rgt-inN/A
associate-*l*N/A
lft-mult-inverseN/A
metadata-evalN/A
*-commutativeN/A
lower-*.f64N/A
Applied rewrites87.6%
Applied rewrites87.6%
if 2.2000000000000002 < x Initial program 99.8%
rem-square-sqrtN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lift-fabs.f64N/A
rem-sqrt-square-revN/A
sqrt-prodN/A
rem-square-sqrtN/A
lower-sqrt.f6432.0
lift-fabs.f64N/A
rem-sqrt-square-revN/A
sqrt-prodN/A
rem-square-sqrt32.0
Applied rewrites32.0%
Taylor expanded in x around -inf
*-commutativeN/A
associate-*r*N/A
unpow2N/A
rem-square-sqrtN/A
associate-*l*N/A
metadata-evalN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower-pow.f64N/A
lower-fabs.f6435.2
Applied rewrites35.2%
Applied rewrites35.1%
Final simplification87.6%
x_m = (fabs.f64 x) (FPCore (x_m) :precision binary64 (fabs (* (pow (sqrt (PI)) -1.0) (* (fma (* x_m 0.6666666666666666) x_m 2.0) x_m))))
\begin{array}{l}
x_m = \left|x\right|
\\
\left|{\left(\sqrt{\mathsf{PI}\left(\right)}\right)}^{-1} \cdot \left(\mathsf{fma}\left(x\_m \cdot 0.6666666666666666, x\_m, 2\right) \cdot x\_m\right)\right|
\end{array}
Initial program 99.8%
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
lift-fabs.f64N/A
rem-sqrt-square-revN/A
sqrt-prodN/A
rem-square-sqrtN/A
*-commutativeN/A
lower-fma.f6479.8
Applied rewrites79.8%
Taylor expanded in x around inf
cube-multN/A
unpow2N/A
associate-*l*N/A
+-commutativeN/A
distribute-rgt-inN/A
associate-*l*N/A
lft-mult-inverseN/A
metadata-evalN/A
*-commutativeN/A
lower-*.f64N/A
Applied rewrites87.6%
Applied rewrites87.6%
Final simplification87.6%
x_m = (fabs.f64 x) (FPCore (x_m) :precision binary64 (fabs (* (pow (sqrt (PI)) -1.0) (* 2.0 x_m))))
\begin{array}{l}
x_m = \left|x\right|
\\
\left|{\left(\sqrt{\mathsf{PI}\left(\right)}\right)}^{-1} \cdot \left(2 \cdot x\_m\right)\right|
\end{array}
Initial program 99.8%
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
lift-fabs.f64N/A
rem-sqrt-square-revN/A
sqrt-prodN/A
rem-square-sqrtN/A
*-commutativeN/A
lower-fma.f6479.8
Applied rewrites79.8%
Taylor expanded in x around inf
cube-multN/A
unpow2N/A
associate-*l*N/A
+-commutativeN/A
distribute-rgt-inN/A
associate-*l*N/A
lft-mult-inverseN/A
metadata-evalN/A
*-commutativeN/A
lower-*.f64N/A
Applied rewrites87.6%
Taylor expanded in x around 0
Applied rewrites69.1%
Final simplification69.1%
x_m = (fabs.f64 x) (FPCore (x_m) :precision binary64 (/ (* x_m (fma 0.6666666666666666 (* x_m x_m) 2.0)) (sqrt (PI))))
\begin{array}{l}
x_m = \left|x\right|
\\
\frac{x\_m \cdot \mathsf{fma}\left(0.6666666666666666, x\_m \cdot x\_m, 2\right)}{\sqrt{\mathsf{PI}\left(\right)}}
\end{array}
Initial program 99.8%
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
lift-fabs.f64N/A
rem-sqrt-square-revN/A
sqrt-prodN/A
rem-square-sqrtN/A
*-commutativeN/A
lower-fma.f6479.8
Applied rewrites79.8%
Taylor expanded in x around inf
cube-multN/A
unpow2N/A
associate-*l*N/A
+-commutativeN/A
distribute-rgt-inN/A
associate-*l*N/A
lft-mult-inverseN/A
metadata-evalN/A
*-commutativeN/A
lower-*.f64N/A
Applied rewrites87.6%
Applied rewrites33.2%
x_m = (fabs.f64 x) (FPCore (x_m) :precision binary64 (/ (* 2.0 x_m) (sqrt (PI))))
\begin{array}{l}
x_m = \left|x\right|
\\
\frac{2 \cdot x\_m}{\sqrt{\mathsf{PI}\left(\right)}}
\end{array}
Initial program 99.8%
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
lift-fabs.f64N/A
rem-sqrt-square-revN/A
sqrt-prodN/A
rem-square-sqrtN/A
*-commutativeN/A
lower-fma.f6479.8
Applied rewrites79.8%
Taylor expanded in x around inf
cube-multN/A
unpow2N/A
associate-*l*N/A
+-commutativeN/A
distribute-rgt-inN/A
associate-*l*N/A
lft-mult-inverseN/A
metadata-evalN/A
*-commutativeN/A
lower-*.f64N/A
Applied rewrites87.6%
Taylor expanded in x around 0
Applied rewrites69.1%
Applied rewrites33.2%
herbie shell --seed 2024351
(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)))))))