
(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 13 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))))
(* (* (* 0.047619047619047616 (pow (fabs x) 5.0)) x) 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(\left(0.047619047619047616 \cdot {\left(\left|x\right|\right)}^{5}\right) \cdot x\right) \cdot x\right)\right|
\end{array}
Initial program 99.5%
lift-*.f64N/A
lift-*.f64N/A
associate-*r*N/A
lift-*.f64N/A
associate-*r*N/A
associate-*r*N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
sqr-absN/A
Applied rewrites99.9%
Final simplification99.9%
(FPCore (x)
:precision binary64
(fabs
(*
(/ -1.0 (sqrt (PI)))
(+
(+
(* (fma (* x x) 0.6666666666666666 2.0) (fabs x))
(* (pow 5.0 -1.0) (fabs (* (* (* (* x x) x) x) x))))
(* (* x x) (* (pow (fabs x) 5.0) 0.047619047619047616))))))\begin{array}{l}
\\
\left|\frac{-1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right) \cdot \left|x\right| + {5}^{-1} \cdot \left|\left(\left(\left(x \cdot x\right) \cdot x\right) \cdot x\right) \cdot x\right|\right) + \left(x \cdot x\right) \cdot \left({\left(\left|x\right|\right)}^{5} \cdot 0.047619047619047616\right)\right)\right|
\end{array}
Initial program 99.5%
lift-*.f64N/A
*-commutativeN/A
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lift-*.f64N/A
*-commutativeN/A
associate-*l*N/A
lower-*.f64N/A
Applied rewrites99.9%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
sqr-absN/A
lift-*.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-*.f6499.9
Applied rewrites99.9%
Final simplification99.9%
(FPCore (x)
:precision binary64
(fabs
(*
(/ -1.0 (sqrt (PI)))
(+
(fma
(* (fabs x) (* 0.2 (* x x)))
(* x x)
(* (fabs x) (fma (* x x) 0.6666666666666666 2.0)))
(* (pow (fabs x) 7.0) 0.047619047619047616)))))\begin{array}{l}
\\
\left|\frac{-1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\mathsf{fma}\left(\left|x\right| \cdot \left(0.2 \cdot \left(x \cdot x\right)\right), x \cdot x, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right)\right) + {\left(\left|x\right|\right)}^{7} \cdot 0.047619047619047616\right)\right|
\end{array}
Initial program 99.5%
lift-+.f64N/A
+-commutativeN/A
Applied rewrites99.5%
Taylor expanded in x around 0
Applied rewrites99.5%
Final simplification99.5%
(FPCore (x) :precision binary64 (fabs (* (* (sqrt (pow (PI) -1.0)) (fabs x)) (fma (* x x) 0.6666666666666666 2.0))))
\begin{array}{l}
\\
\left|\left(\sqrt{{\mathsf{PI}\left(\right)}^{-1}} \cdot \left|x\right|\right) \cdot \mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right)\right|
\end{array}
Initial program 99.5%
lift-+.f64N/A
+-commutativeN/A
Applied rewrites99.5%
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
associate-*r*N/A
Applied rewrites99.5%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
associate-*l*N/A
associate-*r*N/A
distribute-rgt-outN/A
lower-*.f64N/A
Applied rewrites88.4%
Final simplification88.4%
(FPCore (x) :precision binary64 (fabs (* (* (fma (* x x) 0.6666666666666666 2.0) (fabs x)) (sqrt (pow (PI) -1.0)))))
\begin{array}{l}
\\
\left|\left(\mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right) \cdot \left|x\right|\right) \cdot \sqrt{{\mathsf{PI}\left(\right)}^{-1}}\right|
\end{array}
Initial program 99.5%
lift-+.f64N/A
+-commutativeN/A
Applied rewrites99.5%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
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-*.f64N/A
unswap-sqrN/A
lift-fabs.f64N/A
lift-fabs.f64N/A
sqr-absN/A
Applied rewrites99.5%
Taylor expanded in x around 0
associate-*l*N/A
*-commutativeN/A
associate-*r*N/A
distribute-rgt-outN/A
+-commutativeN/A
associate-*r*N/A
*-commutativeN/A
lower-*.f64N/A
Applied rewrites88.3%
Final simplification88.3%
(FPCore (x)
:precision binary64
(let* ((t_0 (* (* x (fabs x)) x)))
(fabs
(*
(/ -1.0 (sqrt (PI)))
(-
(fma
(* (fabs x) (* 0.2 (* x x)))
(* x x)
(* (fabs x) (fma (* x x) 0.6666666666666666 2.0)))
(* (/ -1.0 21.0) (* (* t_0 t_0) (fabs x))))))))\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(x \cdot \left|x\right|\right) \cdot x\\
\left|\frac{-1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\mathsf{fma}\left(\left|x\right| \cdot \left(0.2 \cdot \left(x \cdot x\right)\right), x \cdot x, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\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 99.5%
lift-+.f64N/A
+-commutativeN/A
Applied rewrites99.5%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
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-*.f64N/A
unswap-sqrN/A
lift-fabs.f64N/A
lift-fabs.f64N/A
sqr-absN/A
Applied rewrites99.5%
Final simplification99.5%
(FPCore (x) :precision binary64 (fabs (* (* 2.0 (fabs x)) (sqrt (pow (PI) -1.0)))))
\begin{array}{l}
\\
\left|\left(2 \cdot \left|x\right|\right) \cdot \sqrt{{\mathsf{PI}\left(\right)}^{-1}}\right|
\end{array}
Initial program 99.5%
lift-+.f64N/A
+-commutativeN/A
Applied rewrites99.5%
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
associate-*r*N/A
Applied rewrites99.5%
Taylor expanded in x around 0
*-commutativeN/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f64N/A
lower-fabs.f64N/A
lower-sqrt.f64N/A
*-inversesN/A
lower-/.f64N/A
*-inversesN/A
lower-PI.f6465.4
Applied rewrites65.4%
Final simplification65.4%
(FPCore (x)
:precision binary64
(fabs
(*
(/ -1.0 (sqrt (PI)))
(+
(fma
(* (fabs x) (* 0.2 (* x x)))
(* x x)
(* (fabs x) (fma (* x x) 0.6666666666666666 2.0)))
(*
0.047619047619047616
(* (fabs (* (* (* (* x x) (* x x)) x) x)) (fabs x)))))))\begin{array}{l}
\\
\left|\frac{-1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\mathsf{fma}\left(\left|x\right| \cdot \left(0.2 \cdot \left(x \cdot x\right)\right), x \cdot x, \left|x\right| \cdot \mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right)\right) + 0.047619047619047616 \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 99.5%
lift-+.f64N/A
+-commutativeN/A
Applied rewrites99.5%
lift-/.f64N/A
metadata-eval99.5
Applied rewrites99.5%
lift-*.f64N/A
lift-*.f64N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
sqr-absN/A
lift-*.f64N/A
lower-*.f64N/A
associate-*l*N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
sqr-absN/A
lift-*.f64N/A
lower-*.f6499.5
Applied rewrites99.5%
Final simplification99.5%
(FPCore (x)
:precision binary64
(fabs
(*
(/ -1.0 (sqrt (PI)))
(+
(* (fma (* x x) (fma (* x x) 0.2 0.6666666666666666) 2.0) (fabs x))
(*
0.047619047619047616
(* (fabs (* (* (* (* x x) (* x x)) x) x)) (fabs x)))))))\begin{array}{l}
\\
\left|\frac{-1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\mathsf{fma}\left(x \cdot x, \mathsf{fma}\left(x \cdot x, 0.2, 0.6666666666666666\right), 2\right) \cdot \left|x\right| + 0.047619047619047616 \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 99.5%
lift-+.f64N/A
+-commutativeN/A
Applied rewrites99.5%
lift-/.f64N/A
metadata-eval99.5
Applied rewrites99.5%
lift-*.f64N/A
lift-*.f64N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
sqr-absN/A
lift-*.f64N/A
lower-*.f64N/A
associate-*l*N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
sqr-absN/A
lift-*.f64N/A
lower-*.f6499.5
Applied rewrites99.5%
Taylor expanded in x around 0
Applied rewrites99.5%
Final simplification99.5%
(FPCore (x)
:precision binary64
(let* ((t_0 (* (* x (fabs x)) x)))
(fabs
(*
(/ -1.0 (sqrt (PI)))
(- (* 2.0 (fabs x)) (* (/ -1.0 21.0) (* (* t_0 t_0) (fabs x))))))))\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(x \cdot \left|x\right|\right) \cdot x\\
\left|\frac{-1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(2 \cdot \left|x\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 99.5%
lift-+.f64N/A
+-commutativeN/A
Applied rewrites99.5%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
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-*.f64N/A
unswap-sqrN/A
lift-fabs.f64N/A
lift-fabs.f64N/A
sqr-absN/A
Applied rewrites99.5%
Taylor expanded in x around 0
lower-*.f64N/A
lower-fabs.f6498.7
Applied rewrites98.7%
Final simplification98.7%
(FPCore (x)
:precision binary64
(fabs
(*
(/ -1.0 (sqrt (PI)))
(+
(* (fma (* x x) 0.6666666666666666 2.0) (fabs x))
(*
0.047619047619047616
(* (fabs (* (* (* (* x x) (* x x)) x) x)) (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| + 0.047619047619047616 \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 99.5%
lift-+.f64N/A
+-commutativeN/A
Applied rewrites99.5%
lift-/.f64N/A
metadata-eval99.5
Applied rewrites99.5%
lift-*.f64N/A
lift-*.f64N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
sqr-absN/A
lift-*.f64N/A
lower-*.f64N/A
associate-*l*N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
sqr-absN/A
lift-*.f64N/A
lower-*.f6499.5
Applied rewrites99.5%
Taylor expanded in x around 0
+-commutativeN/A
associate-*r*N/A
distribute-rgt-inN/A
*-commutativeN/A
lower-*.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f64N/A
lower-fabs.f6499.0
Applied rewrites99.0%
Final simplification99.0%
(FPCore (x)
:precision binary64
(fabs
(*
(/ -1.0 (sqrt (PI)))
(+
(* 2.0 (fabs x))
(*
0.047619047619047616
(* (fabs (* (* (* (* x x) (* x x)) x) x)) (fabs x)))))))\begin{array}{l}
\\
\left|\frac{-1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(2 \cdot \left|x\right| + 0.047619047619047616 \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 99.5%
lift-+.f64N/A
+-commutativeN/A
Applied rewrites99.5%
lift-/.f64N/A
metadata-eval99.5
Applied rewrites99.5%
lift-*.f64N/A
lift-*.f64N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
sqr-absN/A
lift-*.f64N/A
lower-*.f64N/A
associate-*l*N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
sqr-absN/A
lift-*.f64N/A
lower-*.f6499.5
Applied rewrites99.5%
Taylor expanded in x around 0
lower-*.f64N/A
lower-fabs.f6498.7
Applied rewrites98.7%
Final simplification98.7%
(FPCore (x) :precision binary64 (fabs (/ (* 2.0 (fabs x)) (sqrt (PI)))))
\begin{array}{l}
\\
\left|\frac{2 \cdot \left|x\right|}{\sqrt{\mathsf{PI}\left(\right)}}\right|
\end{array}
Initial program 99.5%
lift-+.f64N/A
+-commutativeN/A
Applied rewrites99.5%
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
associate-*r*N/A
Applied rewrites99.5%
Taylor expanded in x around 0
*-commutativeN/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f64N/A
lower-fabs.f64N/A
lower-sqrt.f64N/A
*-inversesN/A
lower-/.f64N/A
*-inversesN/A
lower-PI.f6465.4
Applied rewrites65.4%
Applied rewrites64.9%
Final simplification64.9%
herbie shell --seed 2024299
(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)))))))