
(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)))))))
double code(double z) {
double t_0 = (1.0 - z) - 1.0;
double t_1 = t_0 + 7.0;
double t_2 = t_1 + 0.5;
return (((double) M_PI) / sin((((double) M_PI) * z))) * (((sqrt((((double) M_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))));
}
public static double code(double z) {
double t_0 = (1.0 - z) - 1.0;
double t_1 = t_0 + 7.0;
double t_2 = t_1 + 0.5;
return (Math.PI / Math.sin((Math.PI * z))) * (((Math.sqrt((Math.PI * 2.0)) * Math.pow(t_2, (t_0 + 0.5))) * Math.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))));
}
def code(z): t_0 = (1.0 - z) - 1.0 t_1 = t_0 + 7.0 t_2 = t_1 + 0.5 return (math.pi / math.sin((math.pi * z))) * (((math.sqrt((math.pi * 2.0)) * math.pow(t_2, (t_0 + 0.5))) * math.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))))
function code(z) t_0 = Float64(Float64(1.0 - z) - 1.0) t_1 = Float64(t_0 + 7.0) t_2 = Float64(t_1 + 0.5) return Float64(Float64(pi / sin(Float64(pi * z))) * Float64(Float64(Float64(sqrt(Float64(pi * 2.0)) * (t_2 ^ Float64(t_0 + 0.5))) * exp(Float64(-t_2))) * Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(0.9999999999998099 + Float64(676.5203681218851 / Float64(t_0 + 1.0))) + Float64(-1259.1392167224028 / Float64(t_0 + 2.0))) + Float64(771.3234287776531 / Float64(t_0 + 3.0))) + Float64(-176.6150291621406 / Float64(t_0 + 4.0))) + Float64(12.507343278686905 / Float64(t_0 + 5.0))) + Float64(-0.13857109526572012 / Float64(t_0 + 6.0))) + Float64(9.984369578019572e-6 / t_1)) + Float64(1.5056327351493116e-7 / Float64(t_0 + 8.0))))) end
function tmp = code(z) t_0 = (1.0 - z) - 1.0; t_1 = t_0 + 7.0; t_2 = t_1 + 0.5; tmp = (pi / sin((pi * z))) * (((sqrt((pi * 2.0)) * (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)))); end
code[z_] := Block[{t$95$0 = N[(N[(1.0 - z), $MachinePrecision] - 1.0), $MachinePrecision]}, Block[{t$95$1 = N[(t$95$0 + 7.0), $MachinePrecision]}, Block[{t$95$2 = N[(t$95$1 + 0.5), $MachinePrecision]}, N[(N[(Pi / N[Sin[N[(Pi * z), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] * N[(N[(N[(N[Sqrt[N[(Pi * 2.0), $MachinePrecision]], $MachinePrecision] * N[Power[t$95$2, N[(t$95$0 + 0.5), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] * N[Exp[(-t$95$2)], $MachinePrecision]), $MachinePrecision] * N[(N[(N[(N[(N[(N[(N[(N[(0.9999999999998099 + N[(676.5203681218851 / N[(t$95$0 + 1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(-1259.1392167224028 / N[(t$95$0 + 2.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(771.3234287776531 / N[(t$95$0 + 3.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(-176.6150291621406 / N[(t$95$0 + 4.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(12.507343278686905 / N[(t$95$0 + 5.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(-0.13857109526572012 / N[(t$95$0 + 6.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(9.984369578019572e-6 / t$95$1), $MachinePrecision]), $MachinePrecision] + N[(1.5056327351493116e-7 / N[(t$95$0 + 8.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]
\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{\pi}{\sin \left(\pi \cdot z\right)} \cdot \left(\left(\left(\sqrt{\pi \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}
Herbie found 10 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)))))))
double code(double z) {
double t_0 = (1.0 - z) - 1.0;
double t_1 = t_0 + 7.0;
double t_2 = t_1 + 0.5;
return (((double) M_PI) / sin((((double) M_PI) * z))) * (((sqrt((((double) M_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))));
}
public static double code(double z) {
double t_0 = (1.0 - z) - 1.0;
double t_1 = t_0 + 7.0;
double t_2 = t_1 + 0.5;
return (Math.PI / Math.sin((Math.PI * z))) * (((Math.sqrt((Math.PI * 2.0)) * Math.pow(t_2, (t_0 + 0.5))) * Math.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))));
}
def code(z): t_0 = (1.0 - z) - 1.0 t_1 = t_0 + 7.0 t_2 = t_1 + 0.5 return (math.pi / math.sin((math.pi * z))) * (((math.sqrt((math.pi * 2.0)) * math.pow(t_2, (t_0 + 0.5))) * math.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))))
function code(z) t_0 = Float64(Float64(1.0 - z) - 1.0) t_1 = Float64(t_0 + 7.0) t_2 = Float64(t_1 + 0.5) return Float64(Float64(pi / sin(Float64(pi * z))) * Float64(Float64(Float64(sqrt(Float64(pi * 2.0)) * (t_2 ^ Float64(t_0 + 0.5))) * exp(Float64(-t_2))) * Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(0.9999999999998099 + Float64(676.5203681218851 / Float64(t_0 + 1.0))) + Float64(-1259.1392167224028 / Float64(t_0 + 2.0))) + Float64(771.3234287776531 / Float64(t_0 + 3.0))) + Float64(-176.6150291621406 / Float64(t_0 + 4.0))) + Float64(12.507343278686905 / Float64(t_0 + 5.0))) + Float64(-0.13857109526572012 / Float64(t_0 + 6.0))) + Float64(9.984369578019572e-6 / t_1)) + Float64(1.5056327351493116e-7 / Float64(t_0 + 8.0))))) end
function tmp = code(z) t_0 = (1.0 - z) - 1.0; t_1 = t_0 + 7.0; t_2 = t_1 + 0.5; tmp = (pi / sin((pi * z))) * (((sqrt((pi * 2.0)) * (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)))); end
code[z_] := Block[{t$95$0 = N[(N[(1.0 - z), $MachinePrecision] - 1.0), $MachinePrecision]}, Block[{t$95$1 = N[(t$95$0 + 7.0), $MachinePrecision]}, Block[{t$95$2 = N[(t$95$1 + 0.5), $MachinePrecision]}, N[(N[(Pi / N[Sin[N[(Pi * z), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] * N[(N[(N[(N[Sqrt[N[(Pi * 2.0), $MachinePrecision]], $MachinePrecision] * N[Power[t$95$2, N[(t$95$0 + 0.5), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] * N[Exp[(-t$95$2)], $MachinePrecision]), $MachinePrecision] * N[(N[(N[(N[(N[(N[(N[(N[(0.9999999999998099 + N[(676.5203681218851 / N[(t$95$0 + 1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(-1259.1392167224028 / N[(t$95$0 + 2.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(771.3234287776531 / N[(t$95$0 + 3.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(-176.6150291621406 / N[(t$95$0 + 4.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(12.507343278686905 / N[(t$95$0 + 5.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(-0.13857109526572012 / N[(t$95$0 + 6.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(9.984369578019572e-6 / t$95$1), $MachinePrecision]), $MachinePrecision] + N[(1.5056327351493116e-7 / N[(t$95$0 + 8.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]
\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{\pi}{\sin \left(\pi \cdot z\right)} \cdot \left(\left(\left(\sqrt{\pi \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 z)) (+ 1.0 z)) 1.0)))
(*
(/ PI (sin (* PI z)))
(*
(*
(* (sqrt (* PI 2.0)) (pow (+ (+ t_0 7.0) 0.5) (+ t_0 0.5)))
(+ (exp -7.5) (* z (exp -7.5))))
(+
263.3831869810514
(*
z
(+
436.8961725563396
(* z (+ 545.0353078428827 (* 606.6766809167608 z))))))))))
double code(double z) {
double t_0 = ((1.0 - (z * z)) / (1.0 + z)) - 1.0;
return (((double) M_PI) / sin((((double) M_PI) * z))) * (((sqrt((((double) M_PI) * 2.0)) * pow(((t_0 + 7.0) + 0.5), (t_0 + 0.5))) * (exp(-7.5) + (z * exp(-7.5)))) * (263.3831869810514 + (z * (436.8961725563396 + (z * (545.0353078428827 + (606.6766809167608 * z)))))));
}
public static double code(double z) {
double t_0 = ((1.0 - (z * z)) / (1.0 + z)) - 1.0;
return (Math.PI / Math.sin((Math.PI * z))) * (((Math.sqrt((Math.PI * 2.0)) * Math.pow(((t_0 + 7.0) + 0.5), (t_0 + 0.5))) * (Math.exp(-7.5) + (z * Math.exp(-7.5)))) * (263.3831869810514 + (z * (436.8961725563396 + (z * (545.0353078428827 + (606.6766809167608 * z)))))));
}
def code(z): t_0 = ((1.0 - (z * z)) / (1.0 + z)) - 1.0 return (math.pi / math.sin((math.pi * z))) * (((math.sqrt((math.pi * 2.0)) * math.pow(((t_0 + 7.0) + 0.5), (t_0 + 0.5))) * (math.exp(-7.5) + (z * math.exp(-7.5)))) * (263.3831869810514 + (z * (436.8961725563396 + (z * (545.0353078428827 + (606.6766809167608 * z)))))))
function code(z) t_0 = Float64(Float64(Float64(1.0 - Float64(z * z)) / Float64(1.0 + z)) - 1.0) return Float64(Float64(pi / sin(Float64(pi * z))) * Float64(Float64(Float64(sqrt(Float64(pi * 2.0)) * (Float64(Float64(t_0 + 7.0) + 0.5) ^ Float64(t_0 + 0.5))) * Float64(exp(-7.5) + Float64(z * exp(-7.5)))) * Float64(263.3831869810514 + Float64(z * Float64(436.8961725563396 + Float64(z * Float64(545.0353078428827 + Float64(606.6766809167608 * z)))))))) end
function tmp = code(z) t_0 = ((1.0 - (z * z)) / (1.0 + z)) - 1.0; tmp = (pi / sin((pi * z))) * (((sqrt((pi * 2.0)) * (((t_0 + 7.0) + 0.5) ^ (t_0 + 0.5))) * (exp(-7.5) + (z * exp(-7.5)))) * (263.3831869810514 + (z * (436.8961725563396 + (z * (545.0353078428827 + (606.6766809167608 * z))))))); end
code[z_] := Block[{t$95$0 = N[(N[(N[(1.0 - N[(z * z), $MachinePrecision]), $MachinePrecision] / N[(1.0 + z), $MachinePrecision]), $MachinePrecision] - 1.0), $MachinePrecision]}, N[(N[(Pi / N[Sin[N[(Pi * z), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] * N[(N[(N[(N[Sqrt[N[(Pi * 2.0), $MachinePrecision]], $MachinePrecision] * N[Power[N[(N[(t$95$0 + 7.0), $MachinePrecision] + 0.5), $MachinePrecision], N[(t$95$0 + 0.5), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] * N[(N[Exp[-7.5], $MachinePrecision] + N[(z * N[Exp[-7.5], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(263.3831869810514 + N[(z * N[(436.8961725563396 + N[(z * N[(545.0353078428827 + N[(606.6766809167608 * z), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{1 - z \cdot z}{1 + z} - 1\\
\frac{\pi}{\sin \left(\pi \cdot z\right)} \cdot \left(\left(\left(\sqrt{\pi \cdot 2} \cdot {\left(\left(t\_0 + 7\right) + 0.5\right)}^{\left(t\_0 + 0.5\right)}\right) \cdot \left(e^{-7.5} + z \cdot e^{-7.5}\right)\right) \cdot \left(263.3831869810514 + z \cdot \left(436.8961725563396 + z \cdot \left(545.0353078428827 + 606.6766809167608 \cdot z\right)\right)\right)\right)
\end{array}
\end{array}
Initial program 96.4%
Taylor expanded in z around 0
lower-+.f64N/A
lower-*.f64N/A
lower-+.f64N/A
lower-*.f64N/A
lower-+.f64N/A
lower-*.f6496.4
Applied rewrites96.4%
Taylor expanded in z around 0
lower-+.f64N/A
lift-exp.f64N/A
lower-*.f64N/A
lift-exp.f6497.0
Applied rewrites97.0%
lift--.f64N/A
flip--N/A
lower-/.f64N/A
metadata-evalN/A
pow2N/A
lower--.f64N/A
pow2N/A
lift-*.f64N/A
lower-+.f6497.0
Applied rewrites97.0%
lift--.f64N/A
flip--N/A
lower-/.f64N/A
metadata-evalN/A
pow2N/A
lower--.f64N/A
pow2N/A
lift-*.f64N/A
lower-+.f6497.0
Applied rewrites97.0%
(FPCore (z)
:precision binary64
(let* ((t_0 (- (- 1.0 z) 1.0)))
(*
(/ PI (sin (* PI z)))
(*
(*
(* (sqrt (* PI 2.0)) (pow (+ (+ t_0 7.0) 0.5) (+ t_0 0.5)))
(+ (exp -7.5) (* z (exp -7.5))))
(+
263.3831869810514
(*
z
(+
436.8961725563396
(* z (+ 545.0353078428827 (* 606.6766809167608 z))))))))))
double code(double z) {
double t_0 = (1.0 - z) - 1.0;
return (((double) M_PI) / sin((((double) M_PI) * z))) * (((sqrt((((double) M_PI) * 2.0)) * pow(((t_0 + 7.0) + 0.5), (t_0 + 0.5))) * (exp(-7.5) + (z * exp(-7.5)))) * (263.3831869810514 + (z * (436.8961725563396 + (z * (545.0353078428827 + (606.6766809167608 * z)))))));
}
public static double code(double z) {
double t_0 = (1.0 - z) - 1.0;
return (Math.PI / Math.sin((Math.PI * z))) * (((Math.sqrt((Math.PI * 2.0)) * Math.pow(((t_0 + 7.0) + 0.5), (t_0 + 0.5))) * (Math.exp(-7.5) + (z * Math.exp(-7.5)))) * (263.3831869810514 + (z * (436.8961725563396 + (z * (545.0353078428827 + (606.6766809167608 * z)))))));
}
def code(z): t_0 = (1.0 - z) - 1.0 return (math.pi / math.sin((math.pi * z))) * (((math.sqrt((math.pi * 2.0)) * math.pow(((t_0 + 7.0) + 0.5), (t_0 + 0.5))) * (math.exp(-7.5) + (z * math.exp(-7.5)))) * (263.3831869810514 + (z * (436.8961725563396 + (z * (545.0353078428827 + (606.6766809167608 * z)))))))
function code(z) t_0 = Float64(Float64(1.0 - z) - 1.0) return Float64(Float64(pi / sin(Float64(pi * z))) * Float64(Float64(Float64(sqrt(Float64(pi * 2.0)) * (Float64(Float64(t_0 + 7.0) + 0.5) ^ Float64(t_0 + 0.5))) * Float64(exp(-7.5) + Float64(z * exp(-7.5)))) * Float64(263.3831869810514 + Float64(z * Float64(436.8961725563396 + Float64(z * Float64(545.0353078428827 + Float64(606.6766809167608 * z)))))))) end
function tmp = code(z) t_0 = (1.0 - z) - 1.0; tmp = (pi / sin((pi * z))) * (((sqrt((pi * 2.0)) * (((t_0 + 7.0) + 0.5) ^ (t_0 + 0.5))) * (exp(-7.5) + (z * exp(-7.5)))) * (263.3831869810514 + (z * (436.8961725563396 + (z * (545.0353078428827 + (606.6766809167608 * z))))))); end
code[z_] := Block[{t$95$0 = N[(N[(1.0 - z), $MachinePrecision] - 1.0), $MachinePrecision]}, N[(N[(Pi / N[Sin[N[(Pi * z), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] * N[(N[(N[(N[Sqrt[N[(Pi * 2.0), $MachinePrecision]], $MachinePrecision] * N[Power[N[(N[(t$95$0 + 7.0), $MachinePrecision] + 0.5), $MachinePrecision], N[(t$95$0 + 0.5), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] * N[(N[Exp[-7.5], $MachinePrecision] + N[(z * N[Exp[-7.5], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(263.3831869810514 + N[(z * N[(436.8961725563396 + N[(z * N[(545.0353078428827 + N[(606.6766809167608 * z), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(1 - z\right) - 1\\
\frac{\pi}{\sin \left(\pi \cdot z\right)} \cdot \left(\left(\left(\sqrt{\pi \cdot 2} \cdot {\left(\left(t\_0 + 7\right) + 0.5\right)}^{\left(t\_0 + 0.5\right)}\right) \cdot \left(e^{-7.5} + z \cdot e^{-7.5}\right)\right) \cdot \left(263.3831869810514 + z \cdot \left(436.8961725563396 + z \cdot \left(545.0353078428827 + 606.6766809167608 \cdot z\right)\right)\right)\right)
\end{array}
\end{array}
Initial program 96.4%
Taylor expanded in z around 0
lower-+.f64N/A
lower-*.f64N/A
lower-+.f64N/A
lower-*.f64N/A
lower-+.f64N/A
lower-*.f6496.4
Applied rewrites96.4%
Taylor expanded in z around 0
lower-+.f64N/A
lift-exp.f64N/A
lower-*.f64N/A
lift-exp.f6497.0
Applied rewrites97.0%
(FPCore (z)
:precision binary64
(let* ((t_0 (+ (+ (* -1.0 z) 7.0) 0.5)))
(*
(/ PI (* z (+ PI (* -0.16666666666666666 (* (* z z) (* (* PI PI) PI))))))
(*
(*
(* (* (sqrt PI) (sqrt 2.0)) (pow t_0 (+ (* -1.0 z) 0.5)))
(exp (- t_0)))
(+
(+
263.383186962231
(*
z
(+
436.896172553987
(* z (+ 545.0353078425886 (* 606.676680916724 z))))))
(/ 1.5056327351493116e-7 (+ (* -1.0 z) 8.0)))))))
double code(double z) {
double t_0 = ((-1.0 * z) + 7.0) + 0.5;
return (((double) M_PI) / (z * (((double) M_PI) + (-0.16666666666666666 * ((z * z) * ((((double) M_PI) * ((double) M_PI)) * ((double) M_PI))))))) * ((((sqrt(((double) M_PI)) * sqrt(2.0)) * pow(t_0, ((-1.0 * z) + 0.5))) * exp(-t_0)) * ((263.383186962231 + (z * (436.896172553987 + (z * (545.0353078425886 + (606.676680916724 * z)))))) + (1.5056327351493116e-7 / ((-1.0 * z) + 8.0))));
}
public static double code(double z) {
double t_0 = ((-1.0 * z) + 7.0) + 0.5;
return (Math.PI / (z * (Math.PI + (-0.16666666666666666 * ((z * z) * ((Math.PI * Math.PI) * Math.PI)))))) * ((((Math.sqrt(Math.PI) * Math.sqrt(2.0)) * Math.pow(t_0, ((-1.0 * z) + 0.5))) * Math.exp(-t_0)) * ((263.383186962231 + (z * (436.896172553987 + (z * (545.0353078425886 + (606.676680916724 * z)))))) + (1.5056327351493116e-7 / ((-1.0 * z) + 8.0))));
}
def code(z): t_0 = ((-1.0 * z) + 7.0) + 0.5 return (math.pi / (z * (math.pi + (-0.16666666666666666 * ((z * z) * ((math.pi * math.pi) * math.pi)))))) * ((((math.sqrt(math.pi) * math.sqrt(2.0)) * math.pow(t_0, ((-1.0 * z) + 0.5))) * math.exp(-t_0)) * ((263.383186962231 + (z * (436.896172553987 + (z * (545.0353078425886 + (606.676680916724 * z)))))) + (1.5056327351493116e-7 / ((-1.0 * z) + 8.0))))
function code(z) t_0 = Float64(Float64(Float64(-1.0 * z) + 7.0) + 0.5) return Float64(Float64(pi / Float64(z * Float64(pi + Float64(-0.16666666666666666 * Float64(Float64(z * z) * Float64(Float64(pi * pi) * pi)))))) * Float64(Float64(Float64(Float64(sqrt(pi) * sqrt(2.0)) * (t_0 ^ Float64(Float64(-1.0 * z) + 0.5))) * exp(Float64(-t_0))) * Float64(Float64(263.383186962231 + Float64(z * Float64(436.896172553987 + Float64(z * Float64(545.0353078425886 + Float64(606.676680916724 * z)))))) + Float64(1.5056327351493116e-7 / Float64(Float64(-1.0 * z) + 8.0))))) end
function tmp = code(z) t_0 = ((-1.0 * z) + 7.0) + 0.5; tmp = (pi / (z * (pi + (-0.16666666666666666 * ((z * z) * ((pi * pi) * pi)))))) * ((((sqrt(pi) * sqrt(2.0)) * (t_0 ^ ((-1.0 * z) + 0.5))) * exp(-t_0)) * ((263.383186962231 + (z * (436.896172553987 + (z * (545.0353078425886 + (606.676680916724 * z)))))) + (1.5056327351493116e-7 / ((-1.0 * z) + 8.0)))); end
code[z_] := Block[{t$95$0 = N[(N[(N[(-1.0 * z), $MachinePrecision] + 7.0), $MachinePrecision] + 0.5), $MachinePrecision]}, N[(N[(Pi / N[(z * N[(Pi + N[(-0.16666666666666666 * N[(N[(z * z), $MachinePrecision] * N[(N[(Pi * Pi), $MachinePrecision] * Pi), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(N[(N[(N[(N[Sqrt[Pi], $MachinePrecision] * N[Sqrt[2.0], $MachinePrecision]), $MachinePrecision] * N[Power[t$95$0, N[(N[(-1.0 * z), $MachinePrecision] + 0.5), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] * N[Exp[(-t$95$0)], $MachinePrecision]), $MachinePrecision] * N[(N[(263.383186962231 + N[(z * N[(436.896172553987 + N[(z * N[(545.0353078425886 + N[(606.676680916724 * z), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(1.5056327351493116e-7 / N[(N[(-1.0 * z), $MachinePrecision] + 8.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(-1 \cdot z + 7\right) + 0.5\\
\frac{\pi}{z \cdot \left(\pi + -0.16666666666666666 \cdot \left(\left(z \cdot z\right) \cdot \left(\left(\pi \cdot \pi\right) \cdot \pi\right)\right)\right)} \cdot \left(\left(\left(\left(\sqrt{\pi} \cdot \sqrt{2}\right) \cdot {t\_0}^{\left(-1 \cdot z + 0.5\right)}\right) \cdot e^{-t\_0}\right) \cdot \left(\left(263.383186962231 + z \cdot \left(436.896172553987 + z \cdot \left(545.0353078425886 + 606.676680916724 \cdot z\right)\right)\right) + \frac{1.5056327351493116 \cdot 10^{-7}}{-1 \cdot z + 8}\right)\right)
\end{array}
\end{array}
Initial program 96.4%
lift-sqrt.f64N/A
lift-PI.f64N/A
lift-*.f64N/A
sqrt-prodN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lift-PI.f64N/A
lower-sqrt.f6496.6
Applied rewrites96.6%
Taylor expanded in z around 0
lower-*.f6496.6
Applied rewrites96.6%
Taylor expanded in z around 0
lower-*.f6496.6
Applied rewrites96.6%
Taylor expanded in z around 0
lower-*.f6496.6
Applied rewrites96.6%
Taylor expanded in z around 0
lower-*.f6496.6
Applied rewrites96.6%
Taylor expanded in z around 0
lower-*.f6496.6
Applied rewrites96.6%
Taylor expanded in z around 0
lower-*.f6496.6
Applied rewrites96.6%
Taylor expanded in z around 0
lower-*.f6496.6
Applied rewrites96.6%
Taylor expanded in z around 0
lower-*.f6496.6
Applied rewrites96.6%
Taylor expanded in z around 0
lower-*.f6496.6
Applied rewrites96.6%
Taylor expanded in z around 0
lower-*.f6496.6
Applied rewrites96.6%
Taylor expanded in z around 0
lower-*.f6496.6
Applied rewrites96.6%
Taylor expanded in z around 0
lower-*.f64N/A
lower-+.f64N/A
lift-PI.f64N/A
lower-*.f64N/A
lower-*.f64N/A
pow2N/A
lift-*.f64N/A
unpow3N/A
unpow2N/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
lift-PI.f64N/A
lift-PI.f64N/A
lift-PI.f6495.6
Applied rewrites95.6%
Taylor expanded in z around 0
lower-+.f64N/A
lower-*.f64N/A
lower-+.f64N/A
lower-*.f64N/A
lower-+.f64N/A
lower-*.f6497.3
Applied rewrites97.3%
(FPCore (z)
:precision binary64
(let* ((t_0 (* (exp -7.5) (* (sqrt 2.0) (sqrt (* 7.5 PI))))))
(fma
263.3831869810514
t_0
(fma
263.3831869810514
(/ t_0 z)
(*
(exp -7.5)
(*
(sqrt 2.0)
(*
(sqrt PI)
(fma
263.3831869810514
(* (sqrt 7.5) (- (log 0.13333333333333333) 0.06666666666666667))
(* 436.8961725563396 (sqrt 7.5))))))))))
double code(double z) {
double t_0 = exp(-7.5) * (sqrt(2.0) * sqrt((7.5 * ((double) M_PI))));
return fma(263.3831869810514, t_0, fma(263.3831869810514, (t_0 / z), (exp(-7.5) * (sqrt(2.0) * (sqrt(((double) M_PI)) * fma(263.3831869810514, (sqrt(7.5) * (log(0.13333333333333333) - 0.06666666666666667)), (436.8961725563396 * sqrt(7.5))))))));
}
function code(z) t_0 = Float64(exp(-7.5) * Float64(sqrt(2.0) * sqrt(Float64(7.5 * pi)))) return fma(263.3831869810514, t_0, fma(263.3831869810514, Float64(t_0 / z), Float64(exp(-7.5) * Float64(sqrt(2.0) * Float64(sqrt(pi) * fma(263.3831869810514, Float64(sqrt(7.5) * Float64(log(0.13333333333333333) - 0.06666666666666667)), Float64(436.8961725563396 * sqrt(7.5)))))))) end
code[z_] := Block[{t$95$0 = N[(N[Exp[-7.5], $MachinePrecision] * N[(N[Sqrt[2.0], $MachinePrecision] * N[Sqrt[N[(7.5 * Pi), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, N[(263.3831869810514 * t$95$0 + N[(263.3831869810514 * N[(t$95$0 / z), $MachinePrecision] + N[(N[Exp[-7.5], $MachinePrecision] * N[(N[Sqrt[2.0], $MachinePrecision] * N[(N[Sqrt[Pi], $MachinePrecision] * N[(263.3831869810514 * N[(N[Sqrt[7.5], $MachinePrecision] * N[(N[Log[0.13333333333333333], $MachinePrecision] - 0.06666666666666667), $MachinePrecision]), $MachinePrecision] + N[(436.8961725563396 * N[Sqrt[7.5], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := e^{-7.5} \cdot \left(\sqrt{2} \cdot \sqrt{7.5 \cdot \pi}\right)\\
\mathsf{fma}\left(263.3831869810514, t\_0, \mathsf{fma}\left(263.3831869810514, \frac{t\_0}{z}, e^{-7.5} \cdot \left(\sqrt{2} \cdot \left(\sqrt{\pi} \cdot \mathsf{fma}\left(263.3831869810514, \sqrt{7.5} \cdot \left(\log 0.13333333333333333 - 0.06666666666666667\right), 436.8961725563396 \cdot \sqrt{7.5}\right)\right)\right)\right)\right)
\end{array}
\end{array}
Initial program 96.4%
lift-sqrt.f64N/A
lift-PI.f64N/A
lift-*.f64N/A
sqrt-prodN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lift-PI.f64N/A
lower-sqrt.f6496.6
Applied rewrites96.6%
Taylor expanded in z around 0
Applied rewrites96.8%
Taylor expanded in z around inf
Applied rewrites97.0%
(FPCore (z)
:precision binary64
(let* ((t_0 (- (- 1.0 z) 1.0)) (t_1 (+ (+ t_0 7.0) 0.5)))
(*
(/ PI (* z PI))
(*
(* (* (* (sqrt PI) (sqrt 2.0)) (pow t_1 (+ t_0 0.5))) (exp (- t_1)))
(+
263.3831869810514
(*
z
(+
436.8961725563396
(* z (+ 545.0353078428827 (* 606.6766809167608 z))))))))))
double code(double z) {
double t_0 = (1.0 - z) - 1.0;
double t_1 = (t_0 + 7.0) + 0.5;
return (((double) M_PI) / (z * ((double) M_PI))) * ((((sqrt(((double) M_PI)) * sqrt(2.0)) * pow(t_1, (t_0 + 0.5))) * exp(-t_1)) * (263.3831869810514 + (z * (436.8961725563396 + (z * (545.0353078428827 + (606.6766809167608 * z)))))));
}
public static double code(double z) {
double t_0 = (1.0 - z) - 1.0;
double t_1 = (t_0 + 7.0) + 0.5;
return (Math.PI / (z * Math.PI)) * ((((Math.sqrt(Math.PI) * Math.sqrt(2.0)) * Math.pow(t_1, (t_0 + 0.5))) * Math.exp(-t_1)) * (263.3831869810514 + (z * (436.8961725563396 + (z * (545.0353078428827 + (606.6766809167608 * z)))))));
}
def code(z): t_0 = (1.0 - z) - 1.0 t_1 = (t_0 + 7.0) + 0.5 return (math.pi / (z * math.pi)) * ((((math.sqrt(math.pi) * math.sqrt(2.0)) * math.pow(t_1, (t_0 + 0.5))) * math.exp(-t_1)) * (263.3831869810514 + (z * (436.8961725563396 + (z * (545.0353078428827 + (606.6766809167608 * z)))))))
function code(z) t_0 = Float64(Float64(1.0 - z) - 1.0) t_1 = Float64(Float64(t_0 + 7.0) + 0.5) return Float64(Float64(pi / Float64(z * pi)) * Float64(Float64(Float64(Float64(sqrt(pi) * sqrt(2.0)) * (t_1 ^ Float64(t_0 + 0.5))) * exp(Float64(-t_1))) * Float64(263.3831869810514 + Float64(z * Float64(436.8961725563396 + Float64(z * Float64(545.0353078428827 + Float64(606.6766809167608 * z)))))))) end
function tmp = code(z) t_0 = (1.0 - z) - 1.0; t_1 = (t_0 + 7.0) + 0.5; tmp = (pi / (z * pi)) * ((((sqrt(pi) * sqrt(2.0)) * (t_1 ^ (t_0 + 0.5))) * exp(-t_1)) * (263.3831869810514 + (z * (436.8961725563396 + (z * (545.0353078428827 + (606.6766809167608 * z))))))); end
code[z_] := Block[{t$95$0 = N[(N[(1.0 - z), $MachinePrecision] - 1.0), $MachinePrecision]}, Block[{t$95$1 = N[(N[(t$95$0 + 7.0), $MachinePrecision] + 0.5), $MachinePrecision]}, N[(N[(Pi / N[(z * Pi), $MachinePrecision]), $MachinePrecision] * N[(N[(N[(N[(N[Sqrt[Pi], $MachinePrecision] * N[Sqrt[2.0], $MachinePrecision]), $MachinePrecision] * N[Power[t$95$1, N[(t$95$0 + 0.5), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] * N[Exp[(-t$95$1)], $MachinePrecision]), $MachinePrecision] * N[(263.3831869810514 + N[(z * N[(436.8961725563396 + N[(z * N[(545.0353078428827 + N[(606.6766809167608 * z), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(1 - z\right) - 1\\
t_1 := \left(t\_0 + 7\right) + 0.5\\
\frac{\pi}{z \cdot \pi} \cdot \left(\left(\left(\left(\sqrt{\pi} \cdot \sqrt{2}\right) \cdot {t\_1}^{\left(t\_0 + 0.5\right)}\right) \cdot e^{-t\_1}\right) \cdot \left(263.3831869810514 + z \cdot \left(436.8961725563396 + z \cdot \left(545.0353078428827 + 606.6766809167608 \cdot z\right)\right)\right)\right)
\end{array}
\end{array}
Initial program 96.4%
Taylor expanded in z around 0
lower-+.f64N/A
lower-*.f64N/A
lower-+.f64N/A
lower-*.f64N/A
lower-+.f64N/A
lower-*.f6496.4
Applied rewrites96.4%
Taylor expanded in z around 0
lower-*.f64N/A
lift-PI.f6495.9
Applied rewrites95.9%
lift-sqrt.f64N/A
lift-PI.f64N/A
lift-*.f64N/A
sqrt-prodN/A
lift-sqrt.f64N/A
lift-PI.f64N/A
lift-sqrt.f64N/A
lift-*.f6496.7
Applied rewrites96.7%
(FPCore (z)
:precision binary64
(let* ((t_0 (+ 7.5 (* -1.0 z))))
(*
(/ PI (* z PI))
(*
(*
(* (* (sqrt PI) (sqrt 2.0)) (pow t_0 (+ (- (- 1.0 z) 1.0) 0.5)))
(exp (- t_0)))
(+
263.3831869810514
(*
z
(+
436.8961725563396
(* z (+ 545.0353078428827 (* 606.6766809167608 z))))))))))
double code(double z) {
double t_0 = 7.5 + (-1.0 * z);
return (((double) M_PI) / (z * ((double) M_PI))) * ((((sqrt(((double) M_PI)) * sqrt(2.0)) * pow(t_0, (((1.0 - z) - 1.0) + 0.5))) * exp(-t_0)) * (263.3831869810514 + (z * (436.8961725563396 + (z * (545.0353078428827 + (606.6766809167608 * z)))))));
}
public static double code(double z) {
double t_0 = 7.5 + (-1.0 * z);
return (Math.PI / (z * Math.PI)) * ((((Math.sqrt(Math.PI) * Math.sqrt(2.0)) * Math.pow(t_0, (((1.0 - z) - 1.0) + 0.5))) * Math.exp(-t_0)) * (263.3831869810514 + (z * (436.8961725563396 + (z * (545.0353078428827 + (606.6766809167608 * z)))))));
}
def code(z): t_0 = 7.5 + (-1.0 * z) return (math.pi / (z * math.pi)) * ((((math.sqrt(math.pi) * math.sqrt(2.0)) * math.pow(t_0, (((1.0 - z) - 1.0) + 0.5))) * math.exp(-t_0)) * (263.3831869810514 + (z * (436.8961725563396 + (z * (545.0353078428827 + (606.6766809167608 * z)))))))
function code(z) t_0 = Float64(7.5 + Float64(-1.0 * z)) return Float64(Float64(pi / Float64(z * pi)) * Float64(Float64(Float64(Float64(sqrt(pi) * sqrt(2.0)) * (t_0 ^ Float64(Float64(Float64(1.0 - z) - 1.0) + 0.5))) * exp(Float64(-t_0))) * Float64(263.3831869810514 + Float64(z * Float64(436.8961725563396 + Float64(z * Float64(545.0353078428827 + Float64(606.6766809167608 * z)))))))) end
function tmp = code(z) t_0 = 7.5 + (-1.0 * z); tmp = (pi / (z * pi)) * ((((sqrt(pi) * sqrt(2.0)) * (t_0 ^ (((1.0 - z) - 1.0) + 0.5))) * exp(-t_0)) * (263.3831869810514 + (z * (436.8961725563396 + (z * (545.0353078428827 + (606.6766809167608 * z))))))); end
code[z_] := Block[{t$95$0 = N[(7.5 + N[(-1.0 * z), $MachinePrecision]), $MachinePrecision]}, N[(N[(Pi / N[(z * Pi), $MachinePrecision]), $MachinePrecision] * N[(N[(N[(N[(N[Sqrt[Pi], $MachinePrecision] * N[Sqrt[2.0], $MachinePrecision]), $MachinePrecision] * N[Power[t$95$0, N[(N[(N[(1.0 - z), $MachinePrecision] - 1.0), $MachinePrecision] + 0.5), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] * N[Exp[(-t$95$0)], $MachinePrecision]), $MachinePrecision] * N[(263.3831869810514 + N[(z * N[(436.8961725563396 + N[(z * N[(545.0353078428827 + N[(606.6766809167608 * z), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := 7.5 + -1 \cdot z\\
\frac{\pi}{z \cdot \pi} \cdot \left(\left(\left(\left(\sqrt{\pi} \cdot \sqrt{2}\right) \cdot {t\_0}^{\left(\left(\left(1 - z\right) - 1\right) + 0.5\right)}\right) \cdot e^{-t\_0}\right) \cdot \left(263.3831869810514 + z \cdot \left(436.8961725563396 + z \cdot \left(545.0353078428827 + 606.6766809167608 \cdot z\right)\right)\right)\right)
\end{array}
\end{array}
Initial program 96.4%
Taylor expanded in z around 0
lower-+.f64N/A
lower-*.f64N/A
lower-+.f64N/A
lower-*.f64N/A
lower-+.f64N/A
lower-*.f6496.4
Applied rewrites96.4%
Taylor expanded in z around 0
lower-*.f64N/A
lift-PI.f6495.9
Applied rewrites95.9%
Taylor expanded in z around 0
lower-+.f64N/A
lift-*.f6495.9
Applied rewrites95.9%
Taylor expanded in z around 0
lower-+.f64N/A
lift-*.f6495.9
Applied rewrites95.9%
lift-sqrt.f64N/A
lift-PI.f64N/A
lift-*.f64N/A
sqrt-prodN/A
lift-sqrt.f64N/A
lift-PI.f64N/A
lift-sqrt.f64N/A
lift-*.f6496.7
Applied rewrites96.7%
(FPCore (z)
:precision binary64
(*
(/ PI (* z PI))
(*
(* (* (sqrt (* PI 2.0)) (pow 7.5 (+ (- (- 1.0 z) 1.0) 0.5))) (exp (- 7.5)))
(+
263.3831869810514
(*
z
(+
436.8961725563396
(* z (+ 545.0353078428827 (* 606.6766809167608 z)))))))))
double code(double z) {
return (((double) M_PI) / (z * ((double) M_PI))) * (((sqrt((((double) M_PI) * 2.0)) * pow(7.5, (((1.0 - z) - 1.0) + 0.5))) * exp(-7.5)) * (263.3831869810514 + (z * (436.8961725563396 + (z * (545.0353078428827 + (606.6766809167608 * z)))))));
}
public static double code(double z) {
return (Math.PI / (z * Math.PI)) * (((Math.sqrt((Math.PI * 2.0)) * Math.pow(7.5, (((1.0 - z) - 1.0) + 0.5))) * Math.exp(-7.5)) * (263.3831869810514 + (z * (436.8961725563396 + (z * (545.0353078428827 + (606.6766809167608 * z)))))));
}
def code(z): return (math.pi / (z * math.pi)) * (((math.sqrt((math.pi * 2.0)) * math.pow(7.5, (((1.0 - z) - 1.0) + 0.5))) * math.exp(-7.5)) * (263.3831869810514 + (z * (436.8961725563396 + (z * (545.0353078428827 + (606.6766809167608 * z)))))))
function code(z) return Float64(Float64(pi / Float64(z * pi)) * Float64(Float64(Float64(sqrt(Float64(pi * 2.0)) * (7.5 ^ Float64(Float64(Float64(1.0 - z) - 1.0) + 0.5))) * exp(Float64(-7.5))) * Float64(263.3831869810514 + Float64(z * Float64(436.8961725563396 + Float64(z * Float64(545.0353078428827 + Float64(606.6766809167608 * z)))))))) end
function tmp = code(z) tmp = (pi / (z * pi)) * (((sqrt((pi * 2.0)) * (7.5 ^ (((1.0 - z) - 1.0) + 0.5))) * exp(-7.5)) * (263.3831869810514 + (z * (436.8961725563396 + (z * (545.0353078428827 + (606.6766809167608 * z))))))); end
code[z_] := N[(N[(Pi / N[(z * Pi), $MachinePrecision]), $MachinePrecision] * N[(N[(N[(N[Sqrt[N[(Pi * 2.0), $MachinePrecision]], $MachinePrecision] * N[Power[7.5, N[(N[(N[(1.0 - z), $MachinePrecision] - 1.0), $MachinePrecision] + 0.5), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] * N[Exp[(-7.5)], $MachinePrecision]), $MachinePrecision] * N[(263.3831869810514 + N[(z * N[(436.8961725563396 + N[(z * N[(545.0353078428827 + N[(606.6766809167608 * z), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\frac{\pi}{z \cdot \pi} \cdot \left(\left(\left(\sqrt{\pi \cdot 2} \cdot {7.5}^{\left(\left(\left(1 - z\right) - 1\right) + 0.5\right)}\right) \cdot e^{-7.5}\right) \cdot \left(263.3831869810514 + z \cdot \left(436.8961725563396 + z \cdot \left(545.0353078428827 + 606.6766809167608 \cdot z\right)\right)\right)\right)
\end{array}
Initial program 96.4%
Taylor expanded in z around 0
lower-+.f64N/A
lower-*.f64N/A
lower-+.f64N/A
lower-*.f64N/A
lower-+.f64N/A
lower-*.f6496.4
Applied rewrites96.4%
Taylor expanded in z around 0
lower-*.f64N/A
lift-PI.f6495.9
Applied rewrites95.9%
Taylor expanded in z around 0
Applied rewrites95.2%
Taylor expanded in z around 0
Applied rewrites95.3%
(FPCore (z) :precision binary64 (* 263.3831869810514 (/ (* (exp -7.5) (* (sqrt 2.0) (sqrt (* PI 7.5)))) z)))
double code(double z) {
return 263.3831869810514 * ((exp(-7.5) * (sqrt(2.0) * sqrt((((double) M_PI) * 7.5)))) / z);
}
public static double code(double z) {
return 263.3831869810514 * ((Math.exp(-7.5) * (Math.sqrt(2.0) * Math.sqrt((Math.PI * 7.5)))) / z);
}
def code(z): return 263.3831869810514 * ((math.exp(-7.5) * (math.sqrt(2.0) * math.sqrt((math.pi * 7.5)))) / z)
function code(z) return Float64(263.3831869810514 * Float64(Float64(exp(-7.5) * Float64(sqrt(2.0) * sqrt(Float64(pi * 7.5)))) / z)) end
function tmp = code(z) tmp = 263.3831869810514 * ((exp(-7.5) * (sqrt(2.0) * sqrt((pi * 7.5)))) / z); end
code[z_] := N[(263.3831869810514 * N[(N[(N[Exp[-7.5], $MachinePrecision] * N[(N[Sqrt[2.0], $MachinePrecision] * N[Sqrt[N[(Pi * 7.5), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / z), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
263.3831869810514 \cdot \frac{e^{-7.5} \cdot \left(\sqrt{2} \cdot \sqrt{\pi \cdot 7.5}\right)}{z}
\end{array}
Initial program 96.4%
Taylor expanded in z around 0
lower-*.f64N/A
lower-/.f64N/A
Applied rewrites95.3%
Applied rewrites95.3%
Taylor expanded in z around 0
lower-/.f64N/A
lower-*.f64N/A
lift-exp.f64N/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-PI.f6495.3
Applied rewrites95.3%
Taylor expanded in z around 0
lower-*.f64N/A
lower-/.f64N/A
Applied rewrites96.0%
(FPCore (z) :precision binary64 (/ (* 263.3831869810514 (* (exp -7.5) (* (sqrt 2.0) (sqrt (* 7.5 PI))))) z))
double code(double z) {
return (263.3831869810514 * (exp(-7.5) * (sqrt(2.0) * sqrt((7.5 * ((double) M_PI)))))) / z;
}
public static double code(double z) {
return (263.3831869810514 * (Math.exp(-7.5) * (Math.sqrt(2.0) * Math.sqrt((7.5 * Math.PI))))) / z;
}
def code(z): return (263.3831869810514 * (math.exp(-7.5) * (math.sqrt(2.0) * math.sqrt((7.5 * math.pi))))) / z
function code(z) return Float64(Float64(263.3831869810514 * Float64(exp(-7.5) * Float64(sqrt(2.0) * sqrt(Float64(7.5 * pi))))) / z) end
function tmp = code(z) tmp = (263.3831869810514 * (exp(-7.5) * (sqrt(2.0) * sqrt((7.5 * pi))))) / z; end
code[z_] := N[(N[(263.3831869810514 * N[(N[Exp[-7.5], $MachinePrecision] * N[(N[Sqrt[2.0], $MachinePrecision] * N[Sqrt[N[(7.5 * Pi), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / z), $MachinePrecision]
\begin{array}{l}
\\
\frac{263.3831869810514 \cdot \left(e^{-7.5} \cdot \left(\sqrt{2} \cdot \sqrt{7.5 \cdot \pi}\right)\right)}{z}
\end{array}
Initial program 96.4%
lift-sqrt.f64N/A
lift-PI.f64N/A
lift-*.f64N/A
sqrt-prodN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lift-PI.f64N/A
lower-sqrt.f6496.6
Applied rewrites96.6%
Taylor expanded in z around 0
Applied rewrites96.8%
Taylor expanded in z around 0
lower-*.f64N/A
lower-*.f64N/A
Applied rewrites95.8%
(FPCore (z) :precision binary64 (* 263.3831869810514 (/ (* (exp -7.5) (sqrt (* 15.0 PI))) z)))
double code(double z) {
return 263.3831869810514 * ((exp(-7.5) * sqrt((15.0 * ((double) M_PI)))) / z);
}
public static double code(double z) {
return 263.3831869810514 * ((Math.exp(-7.5) * Math.sqrt((15.0 * Math.PI))) / z);
}
def code(z): return 263.3831869810514 * ((math.exp(-7.5) * math.sqrt((15.0 * math.pi))) / z)
function code(z) return Float64(263.3831869810514 * Float64(Float64(exp(-7.5) * sqrt(Float64(15.0 * pi))) / z)) end
function tmp = code(z) tmp = 263.3831869810514 * ((exp(-7.5) * sqrt((15.0 * pi))) / z); end
code[z_] := N[(263.3831869810514 * N[(N[(N[Exp[-7.5], $MachinePrecision] * N[Sqrt[N[(15.0 * Pi), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / z), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
263.3831869810514 \cdot \frac{e^{-7.5} \cdot \sqrt{15 \cdot \pi}}{z}
\end{array}
Initial program 96.4%
Taylor expanded in z around 0
lower-*.f64N/A
lower-/.f64N/A
Applied rewrites95.3%
Applied rewrites95.3%
Taylor expanded in z around 0
lower-/.f64N/A
lower-*.f64N/A
lift-exp.f64N/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-PI.f6495.3
Applied rewrites95.3%
herbie shell --seed 2025139
(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))))))