
(FPCore (z)
:precision binary64
(let* ((t_0 (- (- 1.0 z) 1.0)) (t_1 (+ t_0 7.0)) (t_2 (+ t_1 0.5)))
(*
(/ (PI) (sin (* (PI) z)))
(*
(* (* (sqrt (* (PI) 2.0)) (pow t_2 (+ t_0 0.5))) (exp (- t_2)))
(+
(+
(+
(+
(+
(+
(+
(+ 0.9999999999998099 (/ 676.5203681218851 (+ t_0 1.0)))
(/ -1259.1392167224028 (+ t_0 2.0)))
(/ 771.3234287776531 (+ t_0 3.0)))
(/ -176.6150291621406 (+ t_0 4.0)))
(/ 12.507343278686905 (+ t_0 5.0)))
(/ -0.13857109526572012 (+ t_0 6.0)))
(/ 9.984369578019572e-6 t_1))
(/ 1.5056327351493116e-7 (+ t_0 8.0)))))))\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(1 - z\right) - 1\\
t_1 := t\_0 + 7\\
t_2 := t\_1 + 0.5\\
\frac{\mathsf{PI}\left(\right)}{\sin \left(\mathsf{PI}\left(\right) \cdot z\right)} \cdot \left(\left(\left(\sqrt{\mathsf{PI}\left(\right) \cdot 2} \cdot {t\_2}^{\left(t\_0 + 0.5\right)}\right) \cdot e^{-t\_2}\right) \cdot \left(\left(\left(\left(\left(\left(\left(\left(0.9999999999998099 + \frac{676.5203681218851}{t\_0 + 1}\right) + \frac{-1259.1392167224028}{t\_0 + 2}\right) + \frac{771.3234287776531}{t\_0 + 3}\right) + \frac{-176.6150291621406}{t\_0 + 4}\right) + \frac{12.507343278686905}{t\_0 + 5}\right) + \frac{-0.13857109526572012}{t\_0 + 6}\right) + \frac{9.984369578019572 \cdot 10^{-6}}{t\_1}\right) + \frac{1.5056327351493116 \cdot 10^{-7}}{t\_0 + 8}\right)\right)
\end{array}
\end{array}
Sampling outcomes in binary64 precision:
Herbie found 14 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (z)
:precision binary64
(let* ((t_0 (- (- 1.0 z) 1.0)) (t_1 (+ t_0 7.0)) (t_2 (+ t_1 0.5)))
(*
(/ (PI) (sin (* (PI) z)))
(*
(* (* (sqrt (* (PI) 2.0)) (pow t_2 (+ t_0 0.5))) (exp (- t_2)))
(+
(+
(+
(+
(+
(+
(+
(+ 0.9999999999998099 (/ 676.5203681218851 (+ t_0 1.0)))
(/ -1259.1392167224028 (+ t_0 2.0)))
(/ 771.3234287776531 (+ t_0 3.0)))
(/ -176.6150291621406 (+ t_0 4.0)))
(/ 12.507343278686905 (+ t_0 5.0)))
(/ -0.13857109526572012 (+ t_0 6.0)))
(/ 9.984369578019572e-6 t_1))
(/ 1.5056327351493116e-7 (+ t_0 8.0)))))))\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(1 - z\right) - 1\\
t_1 := t\_0 + 7\\
t_2 := t\_1 + 0.5\\
\frac{\mathsf{PI}\left(\right)}{\sin \left(\mathsf{PI}\left(\right) \cdot z\right)} \cdot \left(\left(\left(\sqrt{\mathsf{PI}\left(\right) \cdot 2} \cdot {t\_2}^{\left(t\_0 + 0.5\right)}\right) \cdot e^{-t\_2}\right) \cdot \left(\left(\left(\left(\left(\left(\left(\left(0.9999999999998099 + \frac{676.5203681218851}{t\_0 + 1}\right) + \frac{-1259.1392167224028}{t\_0 + 2}\right) + \frac{771.3234287776531}{t\_0 + 3}\right) + \frac{-176.6150291621406}{t\_0 + 4}\right) + \frac{12.507343278686905}{t\_0 + 5}\right) + \frac{-0.13857109526572012}{t\_0 + 6}\right) + \frac{9.984369578019572 \cdot 10^{-6}}{t\_1}\right) + \frac{1.5056327351493116 \cdot 10^{-7}}{t\_0 + 8}\right)\right)
\end{array}
\end{array}
(FPCore (z)
:precision binary64
(let* ((t_0 (- (- 1.0 z) 1.0)))
(*
(*
(+
(/ 1.5056327351493116e-7 (+ 8.0 t_0))
(+
(/ 9.984369578019572e-6 (+ t_0 7.0))
(+
(/ -0.13857109526572012 (+ 6.0 t_0))
(+
(/ 12.507343278686905 (+ 5.0 t_0))
(+
(/
-176.6150291621406
(+
4.0
(/
(expm1 (* (log1p (- z)) 3.0))
(+ (+ (pow (- 1.0 z) 2.0) 1.0) (- 1.0 z)))))
(+
(/ 771.3234287776531 (+ 3.0 t_0))
(+
0.9999999999998099
(fma
1259.1392167224028
(/ 1.0 (fma -1.0 (- 1.0 z) -1.0))
(/ 676.5203681218851 (- 1.0 z))))))))))
(*
(exp (- z 7.5))
(* (sqrt 2.0) (* (sqrt (PI)) (pow (- 7.5 z) (- 0.5 z))))))
(/ (PI) (sin (* z (PI)))))))\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(1 - z\right) - 1\\
\left(\left(\frac{1.5056327351493116 \cdot 10^{-7}}{8 + t\_0} + \left(\frac{9.984369578019572 \cdot 10^{-6}}{t\_0 + 7} + \left(\frac{-0.13857109526572012}{6 + t\_0} + \left(\frac{12.507343278686905}{5 + t\_0} + \left(\frac{-176.6150291621406}{4 + \frac{\mathsf{expm1}\left(\mathsf{log1p}\left(-z\right) \cdot 3\right)}{\left({\left(1 - z\right)}^{2} + 1\right) + \left(1 - z\right)}} + \left(\frac{771.3234287776531}{3 + t\_0} + \left(0.9999999999998099 + \mathsf{fma}\left(1259.1392167224028, \frac{1}{\mathsf{fma}\left(-1, 1 - z, -1\right)}, \frac{676.5203681218851}{1 - z}\right)\right)\right)\right)\right)\right)\right)\right) \cdot \left(e^{z - 7.5} \cdot \left(\sqrt{2} \cdot \left(\sqrt{\mathsf{PI}\left(\right)} \cdot {\left(7.5 - z\right)}^{\left(0.5 - z\right)}\right)\right)\right)\right) \cdot \frac{\mathsf{PI}\left(\right)}{\sin \left(z \cdot \mathsf{PI}\left(\right)\right)}
\end{array}
\end{array}
Initial program 96.9%
lift-+.f64N/A
lift-+.f64N/A
associate-+l+N/A
+-commutativeN/A
lower-+.f64N/A
Applied rewrites98.0%
Taylor expanded in z around inf
associate-*r*N/A
*-commutativeN/A
associate-*r*N/A
sub-negN/A
remove-double-negN/A
mul-1-negN/A
distribute-neg-inN/A
+-commutativeN/A
lower-*.f64N/A
Applied rewrites98.9%
lift-+.f64N/A
lift-/.f64N/A
frac-2negN/A
div-invN/A
--rgt-identityN/A
metadata-evalN/A
associate-+l-N/A
lift--.f64N/A
lift-+.f64N/A
lower-fma.f64N/A
metadata-evalN/A
lower-/.f64N/A
lift--.f64N/A
sub-negN/A
metadata-evalN/A
distribute-neg-inN/A
neg-mul-1N/A
metadata-evalN/A
lower-fma.f6498.9
lift-+.f64N/A
lift--.f64N/A
Applied rewrites98.9%
lift--.f64N/A
flip3--N/A
lower-/.f64N/A
pow-to-expN/A
metadata-evalN/A
lower-expm1.f64N/A
lower-*.f64N/A
lift--.f64N/A
sub-negN/A
lift-neg.f64N/A
lower-log1p.f64N/A
metadata-evalN/A
*-rgt-identityN/A
associate-+r+N/A
lower-+.f64N/A
lower-+.f64N/A
pow2N/A
lower-pow.f6498.9
Applied rewrites98.9%
Final simplification98.9%
(FPCore (z)
:precision binary64
(let* ((t_0 (- (- 1.0 z) 1.0)))
(*
(*
(+
(+
(+
(+
(+
(/ -176.6150291621406 (+ 4.0 t_0))
(+
(/
771.3234287776531
(* (/ 1.0 (- (- 1.0 z) 4.0)) (- (pow t_0 2.0) 9.0)))
(+
0.9999999999998099
(fma
1259.1392167224028
(/ 1.0 (fma -1.0 (- 1.0 z) -1.0))
(/ 676.5203681218851 (- 1.0 z))))))
(/ 12.507343278686905 (+ 5.0 t_0)))
(/ -0.13857109526572012 (+ 6.0 t_0)))
(/ 9.984369578019572e-6 (+ t_0 7.0)))
(/ 1.5056327351493116e-7 (+ 8.0 t_0)))
(*
(exp (- z 7.5))
(* (sqrt 2.0) (* (sqrt (PI)) (pow (- 7.5 z) (- 0.5 z))))))
(/ (PI) (sin (* z (PI)))))))\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(1 - z\right) - 1\\
\left(\left(\left(\left(\left(\left(\frac{-176.6150291621406}{4 + t\_0} + \left(\frac{771.3234287776531}{\frac{1}{\left(1 - z\right) - 4} \cdot \left({t\_0}^{2} - 9\right)} + \left(0.9999999999998099 + \mathsf{fma}\left(1259.1392167224028, \frac{1}{\mathsf{fma}\left(-1, 1 - z, -1\right)}, \frac{676.5203681218851}{1 - z}\right)\right)\right)\right) + \frac{12.507343278686905}{5 + t\_0}\right) + \frac{-0.13857109526572012}{6 + t\_0}\right) + \frac{9.984369578019572 \cdot 10^{-6}}{t\_0 + 7}\right) + \frac{1.5056327351493116 \cdot 10^{-7}}{8 + t\_0}\right) \cdot \left(e^{z - 7.5} \cdot \left(\sqrt{2} \cdot \left(\sqrt{\mathsf{PI}\left(\right)} \cdot {\left(7.5 - z\right)}^{\left(0.5 - z\right)}\right)\right)\right)\right) \cdot \frac{\mathsf{PI}\left(\right)}{\sin \left(z \cdot \mathsf{PI}\left(\right)\right)}
\end{array}
\end{array}
Initial program 96.9%
lift-+.f64N/A
lift-+.f64N/A
associate-+l+N/A
+-commutativeN/A
lower-+.f64N/A
Applied rewrites98.0%
Taylor expanded in z around inf
associate-*r*N/A
*-commutativeN/A
associate-*r*N/A
sub-negN/A
remove-double-negN/A
mul-1-negN/A
distribute-neg-inN/A
+-commutativeN/A
lower-*.f64N/A
Applied rewrites98.9%
lift-+.f64N/A
lift-/.f64N/A
frac-2negN/A
div-invN/A
--rgt-identityN/A
metadata-evalN/A
associate-+l-N/A
lift--.f64N/A
lift-+.f64N/A
lower-fma.f64N/A
metadata-evalN/A
lower-/.f64N/A
lift--.f64N/A
sub-negN/A
metadata-evalN/A
distribute-neg-inN/A
neg-mul-1N/A
metadata-evalN/A
lower-fma.f6498.9
lift-+.f64N/A
lift--.f64N/A
Applied rewrites98.9%
lift-+.f64N/A
lift--.f64N/A
lift--.f64N/A
flip-+N/A
div-invN/A
lower-*.f64N/A
lower--.f64N/A
pow2N/A
lower-pow.f64N/A
lift--.f64N/A
lift--.f64N/A
metadata-evalN/A
lower-/.f64N/A
lift--.f64N/A
associate--l-N/A
metadata-evalN/A
lower--.f6498.9
Applied rewrites98.9%
Final simplification98.9%
(FPCore (z)
:precision binary64
(let* ((t_0 (- (- 1.0 z) 1.0)))
(*
(*
(+
(+
(+
(+
(+
(+
(+
(+
(/ -1259.1392167224028 (- (- 1.0 z) -1.0))
(/ 676.5203681218851 (- 1.0 z)))
0.9999999999998099)
(/ 771.3234287776531 (+ 3.0 t_0)))
(/ -176.6150291621406 (+ 4.0 t_0)))
(/ 12.507343278686905 (+ 5.0 t_0)))
(/ -0.13857109526572012 (+ 6.0 t_0)))
(/ 9.984369578019572e-6 (+ t_0 7.0)))
(/ 1.5056327351493116e-7 (+ 8.0 t_0)))
(*
(exp (- z 7.5))
(* (sqrt 2.0) (* (sqrt (PI)) (pow (- 7.5 z) (- 0.5 z))))))
(/ (PI) (sin (* z (PI)))))))\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(1 - z\right) - 1\\
\left(\left(\left(\left(\left(\left(\left(\left(\left(\frac{-1259.1392167224028}{\left(1 - z\right) - -1} + \frac{676.5203681218851}{1 - z}\right) + 0.9999999999998099\right) + \frac{771.3234287776531}{3 + t\_0}\right) + \frac{-176.6150291621406}{4 + t\_0}\right) + \frac{12.507343278686905}{5 + t\_0}\right) + \frac{-0.13857109526572012}{6 + t\_0}\right) + \frac{9.984369578019572 \cdot 10^{-6}}{t\_0 + 7}\right) + \frac{1.5056327351493116 \cdot 10^{-7}}{8 + t\_0}\right) \cdot \left(e^{z - 7.5} \cdot \left(\sqrt{2} \cdot \left(\sqrt{\mathsf{PI}\left(\right)} \cdot {\left(7.5 - z\right)}^{\left(0.5 - z\right)}\right)\right)\right)\right) \cdot \frac{\mathsf{PI}\left(\right)}{\sin \left(z \cdot \mathsf{PI}\left(\right)\right)}
\end{array}
\end{array}
Initial program 96.9%
lift-+.f64N/A
lift-+.f64N/A
associate-+l+N/A
+-commutativeN/A
lower-+.f64N/A
Applied rewrites98.0%
Taylor expanded in z around inf
associate-*r*N/A
*-commutativeN/A
associate-*r*N/A
sub-negN/A
remove-double-negN/A
mul-1-negN/A
distribute-neg-inN/A
+-commutativeN/A
lower-*.f64N/A
Applied rewrites98.9%
Final simplification98.9%
(FPCore (z)
:precision binary64
(let* ((t_0 (sqrt (sqrt (PI)))) (t_1 (- (- 1.0 z) 1.0)))
(*
(*
(*
(* (* (* t_0 t_0) (pow (- 7.5 z) (- 0.5 z))) (sqrt 2.0))
(exp (- z 7.5)))
(+
(+
(+
(+
(+
(+
(+
(+
(/ -1259.1392167224028 (- (- 1.0 z) -1.0))
(/ 676.5203681218851 (- 1.0 z)))
0.9999999999998099)
(/ 771.3234287776531 (+ 3.0 t_1)))
(/ -176.6150291621406 (+ 4.0 t_1)))
(/ 12.507343278686905 (+ 5.0 t_1)))
(/ -0.13857109526572012 (+ 6.0 t_1)))
(/ 9.984369578019572e-6 (+ t_1 7.0)))
(/ 1.5056327351493116e-7 (+ 8.0 t_1))))
(/ (fma (* (* 0.16666666666666666 (* z z)) (PI)) (PI) 1.0) z))))\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\sqrt{\mathsf{PI}\left(\right)}}\\
t_1 := \left(1 - z\right) - 1\\
\left(\left(\left(\left(\left(t\_0 \cdot t\_0\right) \cdot {\left(7.5 - z\right)}^{\left(0.5 - z\right)}\right) \cdot \sqrt{2}\right) \cdot e^{z - 7.5}\right) \cdot \left(\left(\left(\left(\left(\left(\left(\left(\frac{-1259.1392167224028}{\left(1 - z\right) - -1} + \frac{676.5203681218851}{1 - z}\right) + 0.9999999999998099\right) + \frac{771.3234287776531}{3 + t\_1}\right) + \frac{-176.6150291621406}{4 + t\_1}\right) + \frac{12.507343278686905}{5 + t\_1}\right) + \frac{-0.13857109526572012}{6 + t\_1}\right) + \frac{9.984369578019572 \cdot 10^{-6}}{t\_1 + 7}\right) + \frac{1.5056327351493116 \cdot 10^{-7}}{8 + t\_1}\right)\right) \cdot \frac{\mathsf{fma}\left(\left(0.16666666666666666 \cdot \left(z \cdot z\right)\right) \cdot \mathsf{PI}\left(\right), \mathsf{PI}\left(\right), 1\right)}{z}
\end{array}
\end{array}
Initial program 96.9%
lift-+.f64N/A
lift-+.f64N/A
associate-+l+N/A
+-commutativeN/A
lower-+.f64N/A
Applied rewrites98.0%
Taylor expanded in z around inf
associate-*r*N/A
*-commutativeN/A
associate-*r*N/A
sub-negN/A
remove-double-negN/A
mul-1-negN/A
distribute-neg-inN/A
+-commutativeN/A
lower-*.f64N/A
Applied rewrites98.9%
Taylor expanded in z around 0
lower-/.f64N/A
+-commutativeN/A
associate-*r*N/A
unpow2N/A
associate-*r*N/A
lower-fma.f64N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
lower-PI.f64N/A
lower-PI.f6498.2
Applied rewrites98.2%
Applied rewrites98.3%
Final simplification98.3%
(FPCore (z)
:precision binary64
(let* ((t_0 (- (- 1.0 z) 1.0)))
(*
(*
(+
(+
(+
(+
(+
(+
(/ 771.3234287776531 (- (+ 3.0 (- 1.0 z)) 1.0))
(+
(+
(/ -1259.1392167224028 (- (- 1.0 z) -1.0))
(/ 676.5203681218851 (- 1.0 z)))
0.9999999999998099))
(/ -176.6150291621406 (+ 4.0 t_0)))
(/ 12.507343278686905 (+ 5.0 t_0)))
(/ -0.13857109526572012 (+ 6.0 t_0)))
(/ 9.984369578019572e-6 (+ t_0 7.0)))
(/ 1.5056327351493116e-7 (+ 8.0 t_0)))
(*
(exp (- z 7.5))
(* (sqrt 2.0) (* (sqrt (PI)) (pow (- 7.5 z) (- 0.5 z))))))
(/ (fma (* (* 0.16666666666666666 (* z z)) (PI)) (PI) 1.0) z))))\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(1 - z\right) - 1\\
\left(\left(\left(\left(\left(\left(\left(\frac{771.3234287776531}{\left(3 + \left(1 - z\right)\right) - 1} + \left(\left(\frac{-1259.1392167224028}{\left(1 - z\right) - -1} + \frac{676.5203681218851}{1 - z}\right) + 0.9999999999998099\right)\right) + \frac{-176.6150291621406}{4 + t\_0}\right) + \frac{12.507343278686905}{5 + t\_0}\right) + \frac{-0.13857109526572012}{6 + t\_0}\right) + \frac{9.984369578019572 \cdot 10^{-6}}{t\_0 + 7}\right) + \frac{1.5056327351493116 \cdot 10^{-7}}{8 + t\_0}\right) \cdot \left(e^{z - 7.5} \cdot \left(\sqrt{2} \cdot \left(\sqrt{\mathsf{PI}\left(\right)} \cdot {\left(7.5 - z\right)}^{\left(0.5 - z\right)}\right)\right)\right)\right) \cdot \frac{\mathsf{fma}\left(\left(0.16666666666666666 \cdot \left(z \cdot z\right)\right) \cdot \mathsf{PI}\left(\right), \mathsf{PI}\left(\right), 1\right)}{z}
\end{array}
\end{array}
Initial program 96.9%
lift-+.f64N/A
lift-+.f64N/A
associate-+l+N/A
+-commutativeN/A
lower-+.f64N/A
Applied rewrites98.0%
Taylor expanded in z around inf
associate-*r*N/A
*-commutativeN/A
associate-*r*N/A
sub-negN/A
remove-double-negN/A
mul-1-negN/A
distribute-neg-inN/A
+-commutativeN/A
lower-*.f64N/A
Applied rewrites98.9%
Taylor expanded in z around 0
lower-/.f64N/A
+-commutativeN/A
associate-*r*N/A
unpow2N/A
associate-*r*N/A
lower-fma.f64N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
lower-PI.f64N/A
lower-PI.f6498.2
Applied rewrites98.2%
lift-+.f64N/A
lift--.f64N/A
lift--.f64N/A
+-commutativeN/A
lift--.f64N/A
associate-+r-N/A
lower--.f64N/A
lower-+.f6498.2
Applied rewrites98.2%
Final simplification98.2%
(FPCore (z)
:precision binary64
(let* ((t_0 (- (- 1.0 z) 1.0)))
(*
(*
(+
(+
(+
(+
(+
(+
(+
(+
(/ -1259.1392167224028 (- 2.0 z))
(/ 676.5203681218851 (- 1.0 z)))
0.9999999999998099)
(/ 771.3234287776531 (+ 3.0 t_0)))
(/ -176.6150291621406 (+ 4.0 t_0)))
(/ 12.507343278686905 (+ 5.0 t_0)))
(/ -0.13857109526572012 (+ 6.0 t_0)))
(/ 9.984369578019572e-6 (+ t_0 7.0)))
(/ 1.5056327351493116e-7 (+ 8.0 t_0)))
(*
(exp (- z 7.5))
(* (sqrt 2.0) (* (sqrt (PI)) (pow (- 7.5 z) (- 0.5 z))))))
(/ (fma (* (* 0.16666666666666666 (* z z)) (PI)) (PI) 1.0) z))))\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(1 - z\right) - 1\\
\left(\left(\left(\left(\left(\left(\left(\left(\left(\frac{-1259.1392167224028}{2 - z} + \frac{676.5203681218851}{1 - z}\right) + 0.9999999999998099\right) + \frac{771.3234287776531}{3 + t\_0}\right) + \frac{-176.6150291621406}{4 + t\_0}\right) + \frac{12.507343278686905}{5 + t\_0}\right) + \frac{-0.13857109526572012}{6 + t\_0}\right) + \frac{9.984369578019572 \cdot 10^{-6}}{t\_0 + 7}\right) + \frac{1.5056327351493116 \cdot 10^{-7}}{8 + t\_0}\right) \cdot \left(e^{z - 7.5} \cdot \left(\sqrt{2} \cdot \left(\sqrt{\mathsf{PI}\left(\right)} \cdot {\left(7.5 - z\right)}^{\left(0.5 - z\right)}\right)\right)\right)\right) \cdot \frac{\mathsf{fma}\left(\left(0.16666666666666666 \cdot \left(z \cdot z\right)\right) \cdot \mathsf{PI}\left(\right), \mathsf{PI}\left(\right), 1\right)}{z}
\end{array}
\end{array}
Initial program 96.9%
lift-+.f64N/A
lift-+.f64N/A
associate-+l+N/A
+-commutativeN/A
lower-+.f64N/A
Applied rewrites98.0%
Taylor expanded in z around inf
associate-*r*N/A
*-commutativeN/A
associate-*r*N/A
sub-negN/A
remove-double-negN/A
mul-1-negN/A
distribute-neg-inN/A
+-commutativeN/A
lower-*.f64N/A
Applied rewrites98.9%
Taylor expanded in z around 0
lower-/.f64N/A
+-commutativeN/A
associate-*r*N/A
unpow2N/A
associate-*r*N/A
lower-fma.f64N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
lower-PI.f64N/A
lower-PI.f6498.2
Applied rewrites98.2%
Taylor expanded in z around 0
mul-1-negN/A
unsub-negN/A
lower--.f6498.2
Applied rewrites98.2%
Final simplification98.2%
(FPCore (z)
:precision binary64
(let* ((t_0 (- (- 1.0 z) 1.0)))
(*
(*
(+
(+
(+
(+
(+
(+
(fma
(fma
(fma 597.824167076735 z 519.1279660315847)
z
361.7355639412844)
z
47.95075976068351)
(/ 771.3234287776531 (+ 3.0 t_0)))
(/ -176.6150291621406 (+ 4.0 t_0)))
(/ 12.507343278686905 (+ 5.0 t_0)))
(/ -0.13857109526572012 (+ 6.0 t_0)))
(/ 9.984369578019572e-6 (+ t_0 7.0)))
(/ 1.5056327351493116e-7 (+ 8.0 t_0)))
(*
(exp (- z 7.5))
(* (sqrt 2.0) (* (sqrt (PI)) (pow (- 7.5 z) (- 0.5 z))))))
(/ (fma (* (* 0.16666666666666666 (* z z)) (PI)) (PI) 1.0) z))))\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(1 - z\right) - 1\\
\left(\left(\left(\left(\left(\left(\left(\mathsf{fma}\left(\mathsf{fma}\left(\mathsf{fma}\left(597.824167076735, z, 519.1279660315847\right), z, 361.7355639412844\right), z, 47.95075976068351\right) + \frac{771.3234287776531}{3 + t\_0}\right) + \frac{-176.6150291621406}{4 + t\_0}\right) + \frac{12.507343278686905}{5 + t\_0}\right) + \frac{-0.13857109526572012}{6 + t\_0}\right) + \frac{9.984369578019572 \cdot 10^{-6}}{t\_0 + 7}\right) + \frac{1.5056327351493116 \cdot 10^{-7}}{8 + t\_0}\right) \cdot \left(e^{z - 7.5} \cdot \left(\sqrt{2} \cdot \left(\sqrt{\mathsf{PI}\left(\right)} \cdot {\left(7.5 - z\right)}^{\left(0.5 - z\right)}\right)\right)\right)\right) \cdot \frac{\mathsf{fma}\left(\left(0.16666666666666666 \cdot \left(z \cdot z\right)\right) \cdot \mathsf{PI}\left(\right), \mathsf{PI}\left(\right), 1\right)}{z}
\end{array}
\end{array}
Initial program 96.9%
Taylor expanded in z around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f6497.2
Applied rewrites97.2%
Taylor expanded in z around inf
associate-*r*N/A
*-commutativeN/A
associate-*r*N/A
sub-negN/A
remove-double-negN/A
mul-1-negN/A
distribute-neg-inN/A
+-commutativeN/A
lower-*.f64N/A
Applied rewrites98.1%
Taylor expanded in z around 0
lower-/.f64N/A
+-commutativeN/A
associate-*r*N/A
unpow2N/A
associate-*r*N/A
lower-fma.f64N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
lower-PI.f64N/A
lower-PI.f6498.1
Applied rewrites98.1%
Final simplification98.1%
(FPCore (z)
:precision binary64
(let* ((t_0 (- (- 1.0 z) 1.0)))
(*
(/ 1.0 z)
(*
(+
(+
(+
(+
(+
(+
(+
(+
(/ -1259.1392167224028 (- (- 1.0 z) -1.0))
(/ 676.5203681218851 (- 1.0 z)))
0.9999999999998099)
(/ 771.3234287776531 (+ 3.0 t_0)))
(/ -176.6150291621406 (+ 4.0 t_0)))
(/ 12.507343278686905 (+ 5.0 t_0)))
(/ -0.13857109526572012 (+ 6.0 t_0)))
(/ 9.984369578019572e-6 (+ t_0 7.0)))
(/ 1.5056327351493116e-7 (+ 8.0 t_0)))
(*
(exp (- z 7.5))
(* (sqrt 2.0) (* (sqrt (PI)) (pow (- 7.5 z) (- 0.5 z)))))))))\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(1 - z\right) - 1\\
\frac{1}{z} \cdot \left(\left(\left(\left(\left(\left(\left(\left(\left(\frac{-1259.1392167224028}{\left(1 - z\right) - -1} + \frac{676.5203681218851}{1 - z}\right) + 0.9999999999998099\right) + \frac{771.3234287776531}{3 + t\_0}\right) + \frac{-176.6150291621406}{4 + t\_0}\right) + \frac{12.507343278686905}{5 + t\_0}\right) + \frac{-0.13857109526572012}{6 + t\_0}\right) + \frac{9.984369578019572 \cdot 10^{-6}}{t\_0 + 7}\right) + \frac{1.5056327351493116 \cdot 10^{-7}}{8 + t\_0}\right) \cdot \left(e^{z - 7.5} \cdot \left(\sqrt{2} \cdot \left(\sqrt{\mathsf{PI}\left(\right)} \cdot {\left(7.5 - z\right)}^{\left(0.5 - z\right)}\right)\right)\right)\right)
\end{array}
\end{array}
Initial program 96.9%
lift-+.f64N/A
lift-+.f64N/A
associate-+l+N/A
+-commutativeN/A
lower-+.f64N/A
Applied rewrites98.0%
Taylor expanded in z around inf
associate-*r*N/A
*-commutativeN/A
associate-*r*N/A
sub-negN/A
remove-double-negN/A
mul-1-negN/A
distribute-neg-inN/A
+-commutativeN/A
lower-*.f64N/A
Applied rewrites98.9%
Taylor expanded in z around 0
lower-/.f6497.7
Applied rewrites97.7%
Final simplification97.7%
(FPCore (z)
:precision binary64
(let* ((t_0 (- (- 1.0 z) 1.0)))
(*
(/ 1.0 z)
(*
(+
(+
(+
(+
(+
(+
(fma
(fma
(fma 597.824167076735 z 519.1279660315847)
z
361.7355639412844)
z
47.95075976068351)
(/ 771.3234287776531 (+ 3.0 t_0)))
(/ -176.6150291621406 (+ 4.0 t_0)))
(/ 12.507343278686905 (+ 5.0 t_0)))
(/ -0.13857109526572012 (+ 6.0 t_0)))
(/ 9.984369578019572e-6 (+ t_0 7.0)))
(/ 1.5056327351493116e-7 (+ 8.0 t_0)))
(*
(exp (- z 7.5))
(* (sqrt 2.0) (* (sqrt (PI)) (pow (- 7.5 z) (- 0.5 z)))))))))\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(1 - z\right) - 1\\
\frac{1}{z} \cdot \left(\left(\left(\left(\left(\left(\left(\mathsf{fma}\left(\mathsf{fma}\left(\mathsf{fma}\left(597.824167076735, z, 519.1279660315847\right), z, 361.7355639412844\right), z, 47.95075976068351\right) + \frac{771.3234287776531}{3 + t\_0}\right) + \frac{-176.6150291621406}{4 + t\_0}\right) + \frac{12.507343278686905}{5 + t\_0}\right) + \frac{-0.13857109526572012}{6 + t\_0}\right) + \frac{9.984369578019572 \cdot 10^{-6}}{t\_0 + 7}\right) + \frac{1.5056327351493116 \cdot 10^{-7}}{8 + t\_0}\right) \cdot \left(e^{z - 7.5} \cdot \left(\sqrt{2} \cdot \left(\sqrt{\mathsf{PI}\left(\right)} \cdot {\left(7.5 - z\right)}^{\left(0.5 - z\right)}\right)\right)\right)\right)
\end{array}
\end{array}
Initial program 96.9%
Taylor expanded in z around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f6497.2
Applied rewrites97.2%
Taylor expanded in z around inf
associate-*r*N/A
*-commutativeN/A
associate-*r*N/A
sub-negN/A
remove-double-negN/A
mul-1-negN/A
distribute-neg-inN/A
+-commutativeN/A
lower-*.f64N/A
Applied rewrites98.1%
Taylor expanded in z around 0
lower-/.f6497.7
Applied rewrites97.7%
Final simplification97.7%
(FPCore (z)
:precision binary64
(let* ((t_0 (sqrt (PI))))
(*
(* (* (exp -7.5) (* (sqrt 7.5) (sqrt 2.0))) (* 263.3831869810514 t_0))
(/ (PI) (sin (* (* t_0 t_0) z))))))\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{PI}\left(\right)}\\
\left(\left(e^{-7.5} \cdot \left(\sqrt{7.5} \cdot \sqrt{2}\right)\right) \cdot \left(263.3831869810514 \cdot t\_0\right)\right) \cdot \frac{\mathsf{PI}\left(\right)}{\sin \left(\left(t\_0 \cdot t\_0\right) \cdot z\right)}
\end{array}
\end{array}
Initial program 96.9%
Taylor expanded in z around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f6497.2
Applied rewrites97.2%
Taylor expanded in z around 0
associate-*r*N/A
lower-*.f64N/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-PI.f64N/A
*-commutativeN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-exp.f6495.8
Applied rewrites95.8%
rem-square-sqrtN/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
lower-*.f6497.0
Applied rewrites97.0%
Final simplification97.0%
(FPCore (z) :precision binary64 (* (* (* (/ (exp -7.5) z) (sqrt 2.0)) (* 263.3831869810514 (sqrt (PI)))) (sqrt 7.5)))
\begin{array}{l}
\\
\left(\left(\frac{e^{-7.5}}{z} \cdot \sqrt{2}\right) \cdot \left(263.3831869810514 \cdot \sqrt{\mathsf{PI}\left(\right)}\right)\right) \cdot \sqrt{7.5}
\end{array}
Initial program 96.9%
Taylor expanded in z around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f6497.2
Applied rewrites97.2%
Taylor expanded in z around 0
associate-*r*N/A
lower-*.f64N/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-PI.f64N/A
*-commutativeN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-exp.f6495.8
Applied rewrites95.8%
Taylor expanded in z around 0
*-commutativeN/A
associate-*r*N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-PI.f64N/A
*-commutativeN/A
associate-/l*N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-/.f64N/A
lower-exp.f6496.7
Applied rewrites96.7%
Applied rewrites96.7%
Final simplification96.7%
(FPCore (z) :precision binary64 (* (* (sqrt 15.0) (/ (exp -7.5) z)) (* 263.3831869810514 (sqrt (PI)))))
\begin{array}{l}
\\
\left(\sqrt{15} \cdot \frac{e^{-7.5}}{z}\right) \cdot \left(263.3831869810514 \cdot \sqrt{\mathsf{PI}\left(\right)}\right)
\end{array}
Initial program 96.9%
Taylor expanded in z around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f6497.2
Applied rewrites97.2%
Taylor expanded in z around 0
associate-*r*N/A
lower-*.f64N/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-PI.f64N/A
*-commutativeN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-exp.f6495.8
Applied rewrites95.8%
Taylor expanded in z around 0
*-commutativeN/A
associate-*r*N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-PI.f64N/A
*-commutativeN/A
associate-/l*N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-/.f64N/A
lower-exp.f6496.7
Applied rewrites96.7%
Applied rewrites96.7%
Final simplification96.7%
(FPCore (z) :precision binary64 (* (* (/ (exp -7.5) z) (* 263.3831869810514 (sqrt (PI)))) (sqrt 15.0)))
\begin{array}{l}
\\
\left(\frac{e^{-7.5}}{z} \cdot \left(263.3831869810514 \cdot \sqrt{\mathsf{PI}\left(\right)}\right)\right) \cdot \sqrt{15}
\end{array}
Initial program 96.9%
Taylor expanded in z around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f6497.2
Applied rewrites97.2%
Taylor expanded in z around 0
associate-*r*N/A
lower-*.f64N/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-PI.f64N/A
*-commutativeN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-exp.f6495.8
Applied rewrites95.8%
Taylor expanded in z around 0
*-commutativeN/A
associate-*r*N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-PI.f64N/A
*-commutativeN/A
associate-/l*N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-/.f64N/A
lower-exp.f6496.7
Applied rewrites96.7%
Applied rewrites96.7%
Final simplification96.7%
(FPCore (z) :precision binary64 (* (* (* (/ (exp -7.5) z) 263.3831869810514) (sqrt 15.0)) (sqrt (PI))))
\begin{array}{l}
\\
\left(\left(\frac{e^{-7.5}}{z} \cdot 263.3831869810514\right) \cdot \sqrt{15}\right) \cdot \sqrt{\mathsf{PI}\left(\right)}
\end{array}
Initial program 96.9%
Taylor expanded in z around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f6497.2
Applied rewrites97.2%
Taylor expanded in z around 0
associate-*r*N/A
lower-*.f64N/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-PI.f64N/A
*-commutativeN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-exp.f6495.8
Applied rewrites95.8%
Taylor expanded in z around 0
*-commutativeN/A
associate-*r*N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-PI.f64N/A
*-commutativeN/A
associate-/l*N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-/.f64N/A
lower-exp.f6496.7
Applied rewrites96.7%
Applied rewrites96.5%
Final simplification96.5%
herbie shell --seed 2024304
(FPCore (z)
:name "Jmat.Real.gamma, branch z less than 0.5"
:precision binary64
:pre (<= z 0.5)
(* (/ (PI) (sin (* (PI) z))) (* (* (* (sqrt (* (PI) 2.0)) (pow (+ (+ (- (- 1.0 z) 1.0) 7.0) 0.5) (+ (- (- 1.0 z) 1.0) 0.5))) (exp (- (+ (+ (- (- 1.0 z) 1.0) 7.0) 0.5)))) (+ (+ (+ (+ (+ (+ (+ (+ 0.9999999999998099 (/ 676.5203681218851 (+ (- (- 1.0 z) 1.0) 1.0))) (/ -1259.1392167224028 (+ (- (- 1.0 z) 1.0) 2.0))) (/ 771.3234287776531 (+ (- (- 1.0 z) 1.0) 3.0))) (/ -176.6150291621406 (+ (- (- 1.0 z) 1.0) 4.0))) (/ 12.507343278686905 (+ (- (- 1.0 z) 1.0) 5.0))) (/ -0.13857109526572012 (+ (- (- 1.0 z) 1.0) 6.0))) (/ 9.984369578019572e-6 (+ (- (- 1.0 z) 1.0) 7.0))) (/ 1.5056327351493116e-7 (+ (- (- 1.0 z) 1.0) 8.0))))))