
(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 12 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
(*
(*
(*
(+
(+
(+
(+
(fma (fma 544.9358906000987 z 436.3997278161676) z 260.9048120626994)
(/ 12.507343278686905 (- 6.0 (- z -1.0))))
(/ -0.13857109526572012 (- 7.0 (- z -1.0))))
(/ 9.984369578019572e-6 (- (- 1.0 z) -6.0)))
(/ 1.5056327351493116e-7 (- 9.0 (- z -1.0))))
(exp
(fma
(- (- 1.0 z) 0.5)
(log1p (- (- z) -6.5))
(fma
(+ (pow z 3.0) -274.625)
(/ 1.0 (+ (- (* z z) (* -6.5 z)) 42.25))
-1.0))))
(sqrt (* 2.0 (PI))))
(/ (PI) (sin (* z (PI))))))\begin{array}{l}
\\
\left(\left(\left(\left(\left(\left(\mathsf{fma}\left(\mathsf{fma}\left(544.9358906000987, z, 436.3997278161676\right), z, 260.9048120626994\right) + \frac{12.507343278686905}{6 - \left(z - -1\right)}\right) + \frac{-0.13857109526572012}{7 - \left(z - -1\right)}\right) + \frac{9.984369578019572 \cdot 10^{-6}}{\left(1 - z\right) - -6}\right) + \frac{1.5056327351493116 \cdot 10^{-7}}{9 - \left(z - -1\right)}\right) \cdot e^{\mathsf{fma}\left(\left(1 - z\right) - 0.5, \mathsf{log1p}\left(\left(-z\right) - -6.5\right), \mathsf{fma}\left({z}^{3} + -274.625, \frac{1}{\left(z \cdot z - -6.5 \cdot z\right) + 42.25}, -1\right)\right)}\right) \cdot \sqrt{2 \cdot \mathsf{PI}\left(\right)}\right) \cdot \frac{\mathsf{PI}\left(\right)}{\sin \left(z \cdot \mathsf{PI}\left(\right)\right)}
\end{array}
Initial program 96.2%
Taylor expanded in z around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f6497.2
Applied rewrites97.2%
Applied rewrites99.1%
lift-+.f64N/A
+-commutativeN/A
lift-+.f64N/A
flip3-+N/A
div-invN/A
lower-fma.f64N/A
lower-+.f64N/A
metadata-evalN/A
lower-pow.f64N/A
lower-/.f64N/A
lower-+.f64N/A
metadata-evalN/A
lower--.f64N/A
lower-*.f64N/A
lower-*.f6499.1
Applied rewrites99.1%
Taylor expanded in z around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f6499.1
Applied rewrites99.1%
Final simplification99.1%
(FPCore (z)
:precision binary64
(*
(*
(*
(+
(+
(+
(+
(+
(+
(fma (fma 519.1279660315847 z 361.7355639412844) z 47.95075976068351)
(/ 771.3234287776531 (- (- 1.0 z) -2.0)))
(/ -176.6150291621406 (- 5.0 (- z -1.0))))
(/ 12.507343278686905 (- 6.0 (- z -1.0))))
(/ -0.13857109526572012 (- 7.0 (- z -1.0))))
(/ 9.984369578019572e-6 (- (- 1.0 z) -6.0)))
(/ 1.5056327351493116e-7 (- 9.0 (- z -1.0))))
(exp (fma (- (- 1.0 z) 0.5) (log1p (- (- z) -6.5)) (+ (+ -6.5 z) -1.0))))
(sqrt (* 2.0 (PI))))
(/ (PI) (sin (* z (PI))))))\begin{array}{l}
\\
\left(\left(\left(\left(\left(\left(\left(\left(\mathsf{fma}\left(\mathsf{fma}\left(519.1279660315847, z, 361.7355639412844\right), z, 47.95075976068351\right) + \frac{771.3234287776531}{\left(1 - z\right) - -2}\right) + \frac{-176.6150291621406}{5 - \left(z - -1\right)}\right) + \frac{12.507343278686905}{6 - \left(z - -1\right)}\right) + \frac{-0.13857109526572012}{7 - \left(z - -1\right)}\right) + \frac{9.984369578019572 \cdot 10^{-6}}{\left(1 - z\right) - -6}\right) + \frac{1.5056327351493116 \cdot 10^{-7}}{9 - \left(z - -1\right)}\right) \cdot e^{\mathsf{fma}\left(\left(1 - z\right) - 0.5, \mathsf{log1p}\left(\left(-z\right) - -6.5\right), \left(-6.5 + z\right) + -1\right)}\right) \cdot \sqrt{2 \cdot \mathsf{PI}\left(\right)}\right) \cdot \frac{\mathsf{PI}\left(\right)}{\sin \left(z \cdot \mathsf{PI}\left(\right)\right)}
\end{array}
Initial program 96.2%
Taylor expanded in z around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f6497.2
Applied rewrites97.2%
Applied rewrites99.1%
Final simplification99.1%
(FPCore (z)
:precision binary64
(*
(/ (fma (* (* 0.16666666666666666 (* z z)) (PI)) (PI) 1.0) z)
(*
(*
(+
(+
(+
(+
(+
(+
(fma (fma 519.1279660315847 z 361.7355639412844) z 47.95075976068351)
(/ 771.3234287776531 (- (- 1.0 z) -2.0)))
(/ -176.6150291621406 (- 5.0 (- z -1.0))))
(/ 12.507343278686905 (- 6.0 (- z -1.0))))
(/ -0.13857109526572012 (- 7.0 (- z -1.0))))
(/ 9.984369578019572e-6 (- (- 1.0 z) -6.0)))
(/ 1.5056327351493116e-7 (- 9.0 (- z -1.0))))
(exp (fma (- (- 1.0 z) 0.5) (log1p (- (- z) -6.5)) (+ (+ -6.5 z) -1.0))))
(sqrt (* 2.0 (PI))))))\begin{array}{l}
\\
\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} \cdot \left(\left(\left(\left(\left(\left(\left(\left(\mathsf{fma}\left(\mathsf{fma}\left(519.1279660315847, z, 361.7355639412844\right), z, 47.95075976068351\right) + \frac{771.3234287776531}{\left(1 - z\right) - -2}\right) + \frac{-176.6150291621406}{5 - \left(z - -1\right)}\right) + \frac{12.507343278686905}{6 - \left(z - -1\right)}\right) + \frac{-0.13857109526572012}{7 - \left(z - -1\right)}\right) + \frac{9.984369578019572 \cdot 10^{-6}}{\left(1 - z\right) - -6}\right) + \frac{1.5056327351493116 \cdot 10^{-7}}{9 - \left(z - -1\right)}\right) \cdot e^{\mathsf{fma}\left(\left(1 - z\right) - 0.5, \mathsf{log1p}\left(\left(-z\right) - -6.5\right), \left(-6.5 + z\right) + -1\right)}\right) \cdot \sqrt{2 \cdot \mathsf{PI}\left(\right)}\right)
\end{array}
Initial program 96.2%
Taylor expanded in z around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f6497.2
Applied rewrites97.2%
Applied rewrites99.1%
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.f6498.8
Applied rewrites98.8%
Final simplification98.8%
(FPCore (z)
:precision binary64
(*
(/ 1.0 z)
(*
(*
(+
(+
(+
(+
(+
(+
(fma (fma 519.1279660315847 z 361.7355639412844) z 47.95075976068351)
(/ 771.3234287776531 (- (- 1.0 z) -2.0)))
(/ -176.6150291621406 (- 5.0 (- z -1.0))))
(/ 12.507343278686905 (- 6.0 (- z -1.0))))
(/ -0.13857109526572012 (- 7.0 (- z -1.0))))
(/ 9.984369578019572e-6 (- (- 1.0 z) -6.0)))
(/ 1.5056327351493116e-7 (- 9.0 (- z -1.0))))
(exp (fma (- (- 1.0 z) 0.5) (log1p (- (- z) -6.5)) (+ (+ -6.5 z) -1.0))))
(sqrt (* 2.0 (PI))))))\begin{array}{l}
\\
\frac{1}{z} \cdot \left(\left(\left(\left(\left(\left(\left(\left(\mathsf{fma}\left(\mathsf{fma}\left(519.1279660315847, z, 361.7355639412844\right), z, 47.95075976068351\right) + \frac{771.3234287776531}{\left(1 - z\right) - -2}\right) + \frac{-176.6150291621406}{5 - \left(z - -1\right)}\right) + \frac{12.507343278686905}{6 - \left(z - -1\right)}\right) + \frac{-0.13857109526572012}{7 - \left(z - -1\right)}\right) + \frac{9.984369578019572 \cdot 10^{-6}}{\left(1 - z\right) - -6}\right) + \frac{1.5056327351493116 \cdot 10^{-7}}{9 - \left(z - -1\right)}\right) \cdot e^{\mathsf{fma}\left(\left(1 - z\right) - 0.5, \mathsf{log1p}\left(\left(-z\right) - -6.5\right), \left(-6.5 + z\right) + -1\right)}\right) \cdot \sqrt{2 \cdot \mathsf{PI}\left(\right)}\right)
\end{array}
Initial program 96.2%
Taylor expanded in z around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f6497.2
Applied rewrites97.2%
Applied rewrites99.1%
Taylor expanded in z around 0
lower-/.f6498.6
Applied rewrites98.6%
Final simplification98.6%
(FPCore (z)
:precision binary64
(*
(*
(exp (+ (+ -6.5 z) -1.0))
(*
(* (pow (- (- 1.0 z) -6.5) (- 0.5 z)) (sqrt (* 2.0 (PI))))
(+
(+
(+
(+
(+
(+
(fma (fma 519.1279660315847 z 361.7355639412844) z 47.95075976068351)
(/ 771.3234287776531 (- (- 1.0 z) -2.0)))
(/ -176.6150291621406 (- 5.0 (- z -1.0))))
(/ 12.507343278686905 (- 6.0 (- z -1.0))))
(/ -0.13857109526572012 (- 7.0 (- z -1.0))))
(/ 9.984369578019572e-6 (- (- 1.0 z) -6.0)))
(/ 1.5056327351493116e-7 (- 9.0 (- z -1.0))))))
(/ 1.0 z)))\begin{array}{l}
\\
\left(e^{\left(-6.5 + z\right) + -1} \cdot \left(\left({\left(\left(1 - z\right) - -6.5\right)}^{\left(0.5 - z\right)} \cdot \sqrt{2 \cdot \mathsf{PI}\left(\right)}\right) \cdot \left(\left(\left(\left(\left(\left(\mathsf{fma}\left(\mathsf{fma}\left(519.1279660315847, z, 361.7355639412844\right), z, 47.95075976068351\right) + \frac{771.3234287776531}{\left(1 - z\right) - -2}\right) + \frac{-176.6150291621406}{5 - \left(z - -1\right)}\right) + \frac{12.507343278686905}{6 - \left(z - -1\right)}\right) + \frac{-0.13857109526572012}{7 - \left(z - -1\right)}\right) + \frac{9.984369578019572 \cdot 10^{-6}}{\left(1 - z\right) - -6}\right) + \frac{1.5056327351493116 \cdot 10^{-7}}{9 - \left(z - -1\right)}\right)\right)\right) \cdot \frac{1}{z}
\end{array}
Initial program 96.2%
Taylor expanded in z around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f6497.2
Applied rewrites97.2%
Applied rewrites97.2%
Taylor expanded in z around 0
lower-/.f6497.0
Applied rewrites97.0%
Taylor expanded in z around 0
mul-1-negN/A
sub-negN/A
lower--.f6497.0
Applied rewrites97.0%
Final simplification97.0%
(FPCore (z)
:precision binary64
(*
(*
(*
(* (pow (- (- 1.0 z) -6.5) (- (- 1.0 z) 0.5)) (sqrt (* 2.0 (PI))))
(+
(+
(/ 9.984369578019572e-6 7.0)
(+
(+
(+
(+
(fma (fma 519.1279660315847 z 361.7355639412844) z 47.95075976068351)
(/ 771.3234287776531 (- (- 1.0 z) -2.0)))
(/ -176.6150291621406 (- 5.0 (- z -1.0))))
(/ 12.507343278686905 (- 6.0 (- z -1.0))))
(/ -0.13857109526572012 (- 7.0 (- z -1.0)))))
(/ 1.5056327351493116e-7 (- 9.0 (- z -1.0)))))
(exp (+ (+ -6.5 z) -1.0)))
(/ 1.0 z)))\begin{array}{l}
\\
\left(\left(\left({\left(\left(1 - z\right) - -6.5\right)}^{\left(\left(1 - z\right) - 0.5\right)} \cdot \sqrt{2 \cdot \mathsf{PI}\left(\right)}\right) \cdot \left(\left(\frac{9.984369578019572 \cdot 10^{-6}}{7} + \left(\left(\left(\left(\mathsf{fma}\left(\mathsf{fma}\left(519.1279660315847, z, 361.7355639412844\right), z, 47.95075976068351\right) + \frac{771.3234287776531}{\left(1 - z\right) - -2}\right) + \frac{-176.6150291621406}{5 - \left(z - -1\right)}\right) + \frac{12.507343278686905}{6 - \left(z - -1\right)}\right) + \frac{-0.13857109526572012}{7 - \left(z - -1\right)}\right)\right) + \frac{1.5056327351493116 \cdot 10^{-7}}{9 - \left(z - -1\right)}\right)\right) \cdot e^{\left(-6.5 + z\right) + -1}\right) \cdot \frac{1}{z}
\end{array}
Initial program 96.2%
Taylor expanded in z around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f6497.2
Applied rewrites97.2%
Applied rewrites97.2%
Taylor expanded in z around 0
lower-/.f6497.0
Applied rewrites97.0%
Taylor expanded in z around 0
Applied rewrites97.0%
Final simplification97.0%
(FPCore (z)
:precision binary64
(*
(*
(*
(+
(+
(+
(+
(fma
(fma (fma 606.656776085461 z 544.9358906000987) z 436.3997278161676)
z
260.9048120626994)
(/ 12.507343278686905 (- 6.0 (- z -1.0))))
(/ -0.13857109526572012 (- 7.0 (- z -1.0))))
(/ 9.984369578019572e-6 (- (- 1.0 z) -6.0)))
(/ 1.5056327351493116e-7 (- 9.0 (- z -1.0))))
(* (pow (- (- 1.0 z) -6.5) (- (- 1.0 z) 0.5)) (sqrt (* 2.0 (PI)))))
(exp (+ (+ -6.5 z) -1.0)))
(/ 1.0 z)))\begin{array}{l}
\\
\left(\left(\left(\left(\left(\left(\mathsf{fma}\left(\mathsf{fma}\left(\mathsf{fma}\left(606.656776085461, z, 544.9358906000987\right), z, 436.3997278161676\right), z, 260.9048120626994\right) + \frac{12.507343278686905}{6 - \left(z - -1\right)}\right) + \frac{-0.13857109526572012}{7 - \left(z - -1\right)}\right) + \frac{9.984369578019572 \cdot 10^{-6}}{\left(1 - z\right) - -6}\right) + \frac{1.5056327351493116 \cdot 10^{-7}}{9 - \left(z - -1\right)}\right) \cdot \left({\left(\left(1 - z\right) - -6.5\right)}^{\left(\left(1 - z\right) - 0.5\right)} \cdot \sqrt{2 \cdot \mathsf{PI}\left(\right)}\right)\right) \cdot e^{\left(-6.5 + z\right) + -1}\right) \cdot \frac{1}{z}
\end{array}
Initial program 96.2%
Taylor expanded in z around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f6497.2
Applied rewrites97.2%
Applied rewrites97.2%
Taylor expanded in z around 0
lower-/.f6497.0
Applied rewrites97.0%
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.f6496.9
Applied rewrites96.9%
Final simplification96.9%
(FPCore (z)
:precision binary64
(*
(*
(*
(* (pow (- (- 1.0 z) -6.5) (- (- 1.0 z) 0.5)) (sqrt (* 2.0 (PI))))
(+
(+
(+
(+
(fma (fma 544.9358906000987 z 436.3997278161676) z 260.9048120626994)
(/ 12.507343278686905 (- 6.0 (- z -1.0))))
(/ -0.13857109526572012 (- 7.0 (- z -1.0))))
(/ 9.984369578019572e-6 (- (- 1.0 z) -6.0)))
(/ 1.5056327351493116e-7 (- 9.0 (- z -1.0)))))
(exp (+ (+ -6.5 z) -1.0)))
(/ 1.0 z)))\begin{array}{l}
\\
\left(\left(\left({\left(\left(1 - z\right) - -6.5\right)}^{\left(\left(1 - z\right) - 0.5\right)} \cdot \sqrt{2 \cdot \mathsf{PI}\left(\right)}\right) \cdot \left(\left(\left(\left(\mathsf{fma}\left(\mathsf{fma}\left(544.9358906000987, z, 436.3997278161676\right), z, 260.9048120626994\right) + \frac{12.507343278686905}{6 - \left(z - -1\right)}\right) + \frac{-0.13857109526572012}{7 - \left(z - -1\right)}\right) + \frac{9.984369578019572 \cdot 10^{-6}}{\left(1 - z\right) - -6}\right) + \frac{1.5056327351493116 \cdot 10^{-7}}{9 - \left(z - -1\right)}\right)\right) \cdot e^{\left(-6.5 + z\right) + -1}\right) \cdot \frac{1}{z}
\end{array}
Initial program 96.2%
Taylor expanded in z around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f6497.2
Applied rewrites97.2%
Applied rewrites97.2%
Taylor expanded in z around 0
lower-/.f6497.0
Applied rewrites97.0%
Taylor expanded in z around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f6496.9
Applied rewrites96.9%
Final simplification96.9%
(FPCore (z)
:precision binary64
(*
(*
(*
(+
(+
(+
(+
(fma 436.3997278161676 z 260.9048120626994)
(/ 12.507343278686905 (- 6.0 (- z -1.0))))
(/ -0.13857109526572012 (- 7.0 (- z -1.0))))
(/ 9.984369578019572e-6 (- (- 1.0 z) -6.0)))
(/ 1.5056327351493116e-7 (- 9.0 (- z -1.0))))
(* (pow (- (- 1.0 z) -6.5) (- (- 1.0 z) 0.5)) (sqrt (* 2.0 (PI)))))
(exp (+ (+ -6.5 z) -1.0)))
(/ 1.0 z)))\begin{array}{l}
\\
\left(\left(\left(\left(\left(\left(\mathsf{fma}\left(436.3997278161676, z, 260.9048120626994\right) + \frac{12.507343278686905}{6 - \left(z - -1\right)}\right) + \frac{-0.13857109526572012}{7 - \left(z - -1\right)}\right) + \frac{9.984369578019572 \cdot 10^{-6}}{\left(1 - z\right) - -6}\right) + \frac{1.5056327351493116 \cdot 10^{-7}}{9 - \left(z - -1\right)}\right) \cdot \left({\left(\left(1 - z\right) - -6.5\right)}^{\left(\left(1 - z\right) - 0.5\right)} \cdot \sqrt{2 \cdot \mathsf{PI}\left(\right)}\right)\right) \cdot e^{\left(-6.5 + z\right) + -1}\right) \cdot \frac{1}{z}
\end{array}
Initial program 96.2%
Taylor expanded in z around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f6497.2
Applied rewrites97.2%
Applied rewrites97.2%
Taylor expanded in z around 0
lower-/.f6497.0
Applied rewrites97.0%
Taylor expanded in z around 0
+-commutativeN/A
lower-fma.f6496.9
Applied rewrites96.9%
Final simplification96.9%
(FPCore (z)
:precision binary64
(let* ((t_0 (sqrt (PI))))
(*
(* (* (exp -7.5) (* (sqrt 2.0) (sqrt 7.5))) (* 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{2} \cdot \sqrt{7.5}\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 96.2%
Taylor expanded in z around 0
+-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.f6495.9
Applied rewrites95.9%
rem-square-sqrtN/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
lower-*.f6496.9
Applied rewrites96.9%
Final simplification96.9%
(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 96.2%
Taylor expanded in z around 0
+-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.f6495.9
Applied rewrites95.9%
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.f6496.6
Applied rewrites96.6%
Applied rewrites96.6%
Final simplification96.6%
(FPCore (z) :precision binary64 (* (* (* (sqrt 15.0) (/ (exp -7.5) z)) 263.3831869810514) (sqrt (PI))))
\begin{array}{l}
\\
\left(\left(\sqrt{15} \cdot \frac{e^{-7.5}}{z}\right) \cdot 263.3831869810514\right) \cdot \sqrt{\mathsf{PI}\left(\right)}
\end{array}
Initial program 96.2%
Taylor expanded in z around 0
+-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.f6495.9
Applied rewrites95.9%
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.f6496.6
Applied rewrites96.6%
Applied rewrites96.5%
Final simplification96.5%
herbie shell --seed 2024267
(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))))))