
(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}
(FPCore (x)
:precision binary64
(fabs
(*
(/ -1.0 (sqrt (PI)))
(fma
(* 0.047619047619047616 (pow x 6.0))
x
(fma 0.2 (pow x 5.0) (fma 0.6666666666666666 (pow x 3.0) (* 2.0 x)))))))\begin{array}{l}
\\
\left|\frac{-1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \mathsf{fma}\left(0.047619047619047616 \cdot {x}^{6}, x, \mathsf{fma}\left(0.2, {x}^{5}, \mathsf{fma}\left(0.6666666666666666, {x}^{3}, 2 \cdot x\right)\right)\right)\right|
\end{array}
Initial program 99.8%
Applied rewrites99.9%
Final simplification99.9%
(FPCore (x)
:precision binary64
(let* ((t_0 (* (* (* x x) (* x x)) (fabs x))))
(fabs
(*
(/ -1.0 (sqrt (PI)))
(-
(+
(+ (* 2.0 (fabs x)) (* (* x x) (* x 0.6666666666666666)))
(* (pow 5.0 -1.0) t_0))
(* (/ -1.0 21.0) (* (* t_0 (fabs x)) (fabs x))))))))\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(\left(x \cdot x\right) \cdot \left(x \cdot x\right)\right) \cdot \left|x\right|\\
\left|\frac{-1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\left(\left(2 \cdot \left|x\right| + \left(x \cdot x\right) \cdot \left(x \cdot 0.6666666666666666\right)\right) + {5}^{-1} \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
*-commutativeN/A
lift-*.f64N/A
associate-*l*N/A
lower-*.f64N/A
lift-fabs.f64N/A
rem-sqrt-square-revN/A
sqrt-prodN/A
rem-square-sqrtN/A
lift-fabs.f64N/A
rem-sqrt-square-revN/A
sqrt-prodN/A
rem-square-sqrtN/A
lower-*.f6499.8
lift-fabs.f64N/A
rem-sqrt-square-revN/A
sqrt-prodN/A
rem-square-sqrt79.5
lift-/.f64N/A
metadata-eval79.5
Applied rewrites79.5%
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
sqr-abs-revN/A
lift-*.f64N/A
associate-*l*N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
sqr-abs-revN/A
lift-*.f64N/A
lower-*.f6479.5
Applied rewrites79.5%
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-*l*N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
sqr-abs-revN/A
lift-*.f64N/A
lift-*.f6479.5
Applied rewrites79.5%
Final simplification79.5%
(FPCore (x)
:precision binary64
(fabs
(*
(/ -1.0 (sqrt (PI)))
(*
(fma
(fma (* (fma 0.047619047619047616 (* x x) 0.2) x) x 0.6666666666666666)
(* x x)
2.0)
x))))\begin{array}{l}
\\
\left|\frac{-1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\mathsf{fma}\left(\mathsf{fma}\left(\mathsf{fma}\left(0.047619047619047616, x \cdot x, 0.2\right) \cdot x, x, 0.6666666666666666\right), x \cdot x, 2\right) \cdot x\right)\right|
\end{array}
Initial program 99.8%
Applied rewrites99.9%
Taylor expanded in x around 0
lower-*.f6465.9
Applied rewrites65.9%
Taylor expanded in x around 0
*-commutativeN/A
lower-*.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
unpow2N/A
lower-*.f6499.8
Applied rewrites99.8%
Applied rewrites99.8%
Final simplification99.8%
(FPCore (x)
:precision binary64
(/
(fabs
(*
(fma
(fma (fma 0.047619047619047616 (* x x) 0.2) (* x x) 0.6666666666666666)
(* x x)
2.0)
x))
(sqrt (PI))))\begin{array}{l}
\\
\frac{\left|\mathsf{fma}\left(\mathsf{fma}\left(\mathsf{fma}\left(0.047619047619047616, x \cdot x, 0.2\right), x \cdot x, 0.6666666666666666\right), x \cdot x, 2\right) \cdot x\right|}{\sqrt{\mathsf{PI}\left(\right)}}
\end{array}
Initial program 99.8%
Applied rewrites99.9%
Taylor expanded in x around 0
lower-*.f6465.9
Applied rewrites65.9%
Taylor expanded in x around 0
*-commutativeN/A
lower-*.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
unpow2N/A
lower-*.f6499.8
Applied rewrites99.8%
Applied rewrites99.4%
(FPCore (x) :precision binary64 (fabs (* (/ -1.0 (sqrt (PI))) (* (fma (fma 0.2 (* x x) 0.6666666666666666) (* x x) 2.0) x))))
\begin{array}{l}
\\
\left|\frac{-1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\mathsf{fma}\left(\mathsf{fma}\left(0.2, x \cdot x, 0.6666666666666666\right), x \cdot x, 2\right) \cdot x\right)\right|
\end{array}
Initial program 99.8%
Applied rewrites99.9%
Taylor expanded in x around 0
*-commutativeN/A
lower-*.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f64N/A
unpow2N/A
lower-*.f6490.5
Applied rewrites90.5%
Final simplification90.5%
(FPCore (x) :precision binary64 (fabs (* (/ -1.0 (sqrt (PI))) (* (fma (* (* 0.2 x) x) (* x x) 2.0) x))))
\begin{array}{l}
\\
\left|\frac{-1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(\mathsf{fma}\left(\left(0.2 \cdot x\right) \cdot x, x \cdot x, 2\right) \cdot x\right)\right|
\end{array}
Initial program 99.8%
Applied rewrites99.9%
Taylor expanded in x around 0
*-commutativeN/A
lower-*.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f64N/A
unpow2N/A
lower-*.f6490.5
Applied rewrites90.5%
Taylor expanded in x around inf
Applied rewrites90.2%
Applied rewrites90.2%
Final simplification90.2%
(FPCore (x) :precision binary64 (/ (fabs (* (fma (fma (* x x) 0.2 0.6666666666666666) (* x x) 2.0) x)) (sqrt (PI))))
\begin{array}{l}
\\
\frac{\left|\mathsf{fma}\left(\mathsf{fma}\left(x \cdot x, 0.2, 0.6666666666666666\right), x \cdot x, 2\right) \cdot x\right|}{\sqrt{\mathsf{PI}\left(\right)}}
\end{array}
Initial program 99.8%
Applied rewrites99.9%
Taylor expanded in x around 0
lower-*.f6465.9
Applied rewrites65.9%
lift-fabs.f64N/A
lift-*.f64N/A
lift-/.f64N/A
associate-*l/N/A
fabs-divN/A
*-lft-identityN/A
rem-sqrt-squareN/A
Applied rewrites65.5%
Taylor expanded in x around 0
*-commutativeN/A
lower-*.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f64N/A
unpow2N/A
lower-*.f6490.0
Applied rewrites90.0%
(FPCore (x) :precision binary64 (/ (fabs (* (fma (* 0.2 (* x x)) (* x x) 2.0) x)) (sqrt (PI))))
\begin{array}{l}
\\
\frac{\left|\mathsf{fma}\left(0.2 \cdot \left(x \cdot x\right), x \cdot x, 2\right) \cdot x\right|}{\sqrt{\mathsf{PI}\left(\right)}}
\end{array}
Initial program 99.8%
Applied rewrites99.9%
Taylor expanded in x around 0
*-commutativeN/A
lower-*.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f64N/A
unpow2N/A
lower-*.f6490.5
Applied rewrites90.5%
Taylor expanded in x around inf
Applied rewrites90.2%
Applied rewrites89.7%
(FPCore (x) :precision binary64 (fabs (* (/ -1.0 (sqrt (PI))) (* (fma (* x x) 0.6666666666666666 2.0) 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 x\right)\right|
\end{array}
Initial program 99.8%
Applied rewrites99.9%
Taylor expanded in x around 0
*-commutativeN/A
lower-*.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f6485.1
Applied rewrites85.1%
Final simplification85.1%
(FPCore (x) :precision binary64 (fabs (* (/ -1.0 (sqrt (PI))) (* 2.0 x))))
\begin{array}{l}
\\
\left|\frac{-1}{\sqrt{\mathsf{PI}\left(\right)}} \cdot \left(2 \cdot x\right)\right|
\end{array}
Initial program 99.8%
Applied rewrites99.9%
Taylor expanded in x around 0
lower-*.f6465.9
Applied rewrites65.9%
Final simplification65.9%
(FPCore (x) :precision binary64 (/ (fabs (+ x x)) (sqrt (PI))))
\begin{array}{l}
\\
\frac{\left|x + x\right|}{\sqrt{\mathsf{PI}\left(\right)}}
\end{array}
Initial program 99.8%
Applied rewrites99.9%
Taylor expanded in x around 0
lower-*.f6465.9
Applied rewrites65.9%
lift-fabs.f64N/A
lift-*.f64N/A
lift-/.f64N/A
associate-*l/N/A
fabs-divN/A
*-lft-identityN/A
rem-sqrt-squareN/A
Applied rewrites65.5%
Applied rewrites65.5%
herbie shell --seed 2024329
(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)))))))