
(FPCore (t l Om Omc) :precision binary64 (asin (sqrt (/ (- 1.0 (pow (/ Om Omc) 2.0)) (+ 1.0 (* 2.0 (pow (/ t l) 2.0)))))))
double code(double t, double l, double Om, double Omc) {
return asin(sqrt(((1.0 - pow((Om / Omc), 2.0)) / (1.0 + (2.0 * pow((t / l), 2.0))))));
}
real(8) function code(t, l, om, omc)
real(8), intent (in) :: t
real(8), intent (in) :: l
real(8), intent (in) :: om
real(8), intent (in) :: omc
code = asin(sqrt(((1.0d0 - ((om / omc) ** 2.0d0)) / (1.0d0 + (2.0d0 * ((t / l) ** 2.0d0))))))
end function
public static double code(double t, double l, double Om, double Omc) {
return Math.asin(Math.sqrt(((1.0 - Math.pow((Om / Omc), 2.0)) / (1.0 + (2.0 * Math.pow((t / l), 2.0))))));
}
def code(t, l, Om, Omc): return math.asin(math.sqrt(((1.0 - math.pow((Om / Omc), 2.0)) / (1.0 + (2.0 * math.pow((t / l), 2.0))))))
function code(t, l, Om, Omc) return asin(sqrt(Float64(Float64(1.0 - (Float64(Om / Omc) ^ 2.0)) / Float64(1.0 + Float64(2.0 * (Float64(t / l) ^ 2.0)))))) end
function tmp = code(t, l, Om, Omc) tmp = asin(sqrt(((1.0 - ((Om / Omc) ^ 2.0)) / (1.0 + (2.0 * ((t / l) ^ 2.0)))))); end
code[t_, l_, Om_, Omc_] := N[ArcSin[N[Sqrt[N[(N[(1.0 - N[Power[N[(Om / Omc), $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision] / N[(1.0 + N[(2.0 * N[Power[N[(t / l), $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]], $MachinePrecision]
\begin{array}{l}
\\
\sin^{-1} \left(\sqrt{\frac{1 - {\left(\frac{Om}{Omc}\right)}^{2}}{1 + 2 \cdot {\left(\frac{t}{\ell}\right)}^{2}}}\right)
\end{array}
Sampling outcomes in binary64 precision:
Herbie found 8 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (t l Om Omc) :precision binary64 (asin (sqrt (/ (- 1.0 (pow (/ Om Omc) 2.0)) (+ 1.0 (* 2.0 (pow (/ t l) 2.0)))))))
double code(double t, double l, double Om, double Omc) {
return asin(sqrt(((1.0 - pow((Om / Omc), 2.0)) / (1.0 + (2.0 * pow((t / l), 2.0))))));
}
real(8) function code(t, l, om, omc)
real(8), intent (in) :: t
real(8), intent (in) :: l
real(8), intent (in) :: om
real(8), intent (in) :: omc
code = asin(sqrt(((1.0d0 - ((om / omc) ** 2.0d0)) / (1.0d0 + (2.0d0 * ((t / l) ** 2.0d0))))))
end function
public static double code(double t, double l, double Om, double Omc) {
return Math.asin(Math.sqrt(((1.0 - Math.pow((Om / Omc), 2.0)) / (1.0 + (2.0 * Math.pow((t / l), 2.0))))));
}
def code(t, l, Om, Omc): return math.asin(math.sqrt(((1.0 - math.pow((Om / Omc), 2.0)) / (1.0 + (2.0 * math.pow((t / l), 2.0))))))
function code(t, l, Om, Omc) return asin(sqrt(Float64(Float64(1.0 - (Float64(Om / Omc) ^ 2.0)) / Float64(1.0 + Float64(2.0 * (Float64(t / l) ^ 2.0)))))) end
function tmp = code(t, l, Om, Omc) tmp = asin(sqrt(((1.0 - ((Om / Omc) ^ 2.0)) / (1.0 + (2.0 * ((t / l) ^ 2.0)))))); end
code[t_, l_, Om_, Omc_] := N[ArcSin[N[Sqrt[N[(N[(1.0 - N[Power[N[(Om / Omc), $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision] / N[(1.0 + N[(2.0 * N[Power[N[(t / l), $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]], $MachinePrecision]
\begin{array}{l}
\\
\sin^{-1} \left(\sqrt{\frac{1 - {\left(\frac{Om}{Omc}\right)}^{2}}{1 + 2 \cdot {\left(\frac{t}{\ell}\right)}^{2}}}\right)
\end{array}
l_m = (fabs.f64 l)
t_m = (fabs.f64 t)
(FPCore (t_m l_m Om Omc)
:precision binary64
(if (<=
(/ (- 1.0 (pow (/ Om Omc) 2.0)) (+ 1.0 (* 2.0 (pow (/ t_m l_m) 2.0))))
0.0)
(asin (* (sqrt (* (fma (/ Om (* Omc Omc)) (- Om) 1.0) 0.5)) (/ l t)))
(asin
(sqrt
(/
(- 1.0 (/ (* Om (/ Om Omc)) Omc))
(- 1.0 (* 2.0 (/ -1.0 (* (/ l_m t_m) (/ l_m t_m))))))))))l_m = fabs(l);
t_m = fabs(t);
double code(double t_m, double l_m, double Om, double Omc) {
double tmp;
if (((1.0 - pow((Om / Omc), 2.0)) / (1.0 + (2.0 * pow((t_m / l_m), 2.0)))) <= 0.0) {
tmp = asin((sqrt((fma((Om / (Omc * Omc)), -Om, 1.0) * 0.5)) * (l / t)));
} else {
tmp = asin(sqrt(((1.0 - ((Om * (Om / Omc)) / Omc)) / (1.0 - (2.0 * (-1.0 / ((l_m / t_m) * (l_m / t_m))))))));
}
return tmp;
}
l_m = abs(l) t_m = abs(t) function code(t_m, l_m, Om, Omc) tmp = 0.0 if (Float64(Float64(1.0 - (Float64(Om / Omc) ^ 2.0)) / Float64(1.0 + Float64(2.0 * (Float64(t_m / l_m) ^ 2.0)))) <= 0.0) tmp = asin(Float64(sqrt(Float64(fma(Float64(Om / Float64(Omc * Omc)), Float64(-Om), 1.0) * 0.5)) * Float64(l / t))); else tmp = asin(sqrt(Float64(Float64(1.0 - Float64(Float64(Om * Float64(Om / Omc)) / Omc)) / Float64(1.0 - Float64(2.0 * Float64(-1.0 / Float64(Float64(l_m / t_m) * Float64(l_m / t_m)))))))); end return tmp end
l_m = N[Abs[l], $MachinePrecision] t_m = N[Abs[t], $MachinePrecision] code[t$95$m_, l$95$m_, Om_, Omc_] := If[LessEqual[N[(N[(1.0 - N[Power[N[(Om / Omc), $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision] / N[(1.0 + N[(2.0 * N[Power[N[(t$95$m / l$95$m), $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], 0.0], N[ArcSin[N[(N[Sqrt[N[(N[(N[(Om / N[(Omc * Omc), $MachinePrecision]), $MachinePrecision] * (-Om) + 1.0), $MachinePrecision] * 0.5), $MachinePrecision]], $MachinePrecision] * N[(l / t), $MachinePrecision]), $MachinePrecision]], $MachinePrecision], N[ArcSin[N[Sqrt[N[(N[(1.0 - N[(N[(Om * N[(Om / Omc), $MachinePrecision]), $MachinePrecision] / Omc), $MachinePrecision]), $MachinePrecision] / N[(1.0 - N[(2.0 * N[(-1.0 / N[(N[(l$95$m / t$95$m), $MachinePrecision] * N[(l$95$m / t$95$m), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]], $MachinePrecision]]
\begin{array}{l}
l_m = \left|\ell\right|
\\
t_m = \left|t\right|
\\
\begin{array}{l}
\mathbf{if}\;\frac{1 - {\left(\frac{Om}{Omc}\right)}^{2}}{1 + 2 \cdot {\left(\frac{t\_m}{l\_m}\right)}^{2}} \leq 0:\\
\;\;\;\;\sin^{-1} \left(\sqrt{\mathsf{fma}\left(\frac{Om}{Omc \cdot Omc}, -Om, 1\right) \cdot 0.5} \cdot \frac{\ell}{t}\right)\\
\mathbf{else}:\\
\;\;\;\;\sin^{-1} \left(\sqrt{\frac{1 - \frac{Om \cdot \frac{Om}{Omc}}{Omc}}{1 - 2 \cdot \frac{-1}{\frac{l\_m}{t\_m} \cdot \frac{l\_m}{t\_m}}}}\right)\\
\end{array}
\end{array}
if (/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (/.f64 Om Omc) #s(literal 2 binary64))) (+.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) (pow.f64 (/.f64 t l) #s(literal 2 binary64))))) < 0.0Initial program 47.6%
lift-/.f64N/A
unpow2N/A
lift-/.f64N/A
clear-numN/A
un-div-invN/A
lift-/.f64N/A
clear-numN/A
frac-2negN/A
metadata-evalN/A
associate-/l/N/A
lower-/.f64N/A
lower-*.f64N/A
lower-/.f64N/A
distribute-neg-frac2N/A
lower-/.f64N/A
lower-neg.f6447.6
Applied rewrites47.6%
Taylor expanded in Om around 0
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f64N/A
unpow2N/A
lower-*.f6447.6
Applied rewrites47.6%
Applied rewrites67.6%
if 0.0 < (/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (/.f64 Om Omc) #s(literal 2 binary64))) (+.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) (pow.f64 (/.f64 t l) #s(literal 2 binary64))))) Initial program 98.8%
lift-/.f64N/A
unpow2N/A
lift-/.f64N/A
clear-numN/A
un-div-invN/A
lift-/.f64N/A
clear-numN/A
frac-2negN/A
metadata-evalN/A
associate-/l/N/A
lower-/.f64N/A
lower-*.f64N/A
lower-/.f64N/A
distribute-neg-frac2N/A
lower-/.f64N/A
lower-neg.f6498.8
Applied rewrites98.8%
lift-/.f64N/A
unpow2N/A
lift-/.f64N/A
associate-*r/N/A
lower-/.f64N/A
lower-*.f6498.8
Applied rewrites98.8%
Final simplification90.3%
l_m = (fabs.f64 l)
t_m = (fabs.f64 t)
(FPCore (t_m l_m Om Omc)
:precision binary64
(if (<=
(/ (- 1.0 (pow (/ Om Omc) 2.0)) (+ 1.0 (* 2.0 (pow (/ t_m l_m) 2.0))))
0.0)
(asin (* (sqrt (* (fma (/ Om (* Omc Omc)) (- Om) 1.0) 0.5)) (/ l t)))
(asin
(sqrt
(-
(/
(fma Om (/ (/ Om Omc) Omc) -1.0)
(fma (/ t_m l_m) (* 2.0 (/ t_m l_m)) 1.0)))))))l_m = fabs(l);
t_m = fabs(t);
double code(double t_m, double l_m, double Om, double Omc) {
double tmp;
if (((1.0 - pow((Om / Omc), 2.0)) / (1.0 + (2.0 * pow((t_m / l_m), 2.0)))) <= 0.0) {
tmp = asin((sqrt((fma((Om / (Omc * Omc)), -Om, 1.0) * 0.5)) * (l / t)));
} else {
tmp = asin(sqrt(-(fma(Om, ((Om / Omc) / Omc), -1.0) / fma((t_m / l_m), (2.0 * (t_m / l_m)), 1.0))));
}
return tmp;
}
l_m = abs(l) t_m = abs(t) function code(t_m, l_m, Om, Omc) tmp = 0.0 if (Float64(Float64(1.0 - (Float64(Om / Omc) ^ 2.0)) / Float64(1.0 + Float64(2.0 * (Float64(t_m / l_m) ^ 2.0)))) <= 0.0) tmp = asin(Float64(sqrt(Float64(fma(Float64(Om / Float64(Omc * Omc)), Float64(-Om), 1.0) * 0.5)) * Float64(l / t))); else tmp = asin(sqrt(Float64(-Float64(fma(Om, Float64(Float64(Om / Omc) / Omc), -1.0) / fma(Float64(t_m / l_m), Float64(2.0 * Float64(t_m / l_m)), 1.0))))); end return tmp end
l_m = N[Abs[l], $MachinePrecision] t_m = N[Abs[t], $MachinePrecision] code[t$95$m_, l$95$m_, Om_, Omc_] := If[LessEqual[N[(N[(1.0 - N[Power[N[(Om / Omc), $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision] / N[(1.0 + N[(2.0 * N[Power[N[(t$95$m / l$95$m), $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], 0.0], N[ArcSin[N[(N[Sqrt[N[(N[(N[(Om / N[(Omc * Omc), $MachinePrecision]), $MachinePrecision] * (-Om) + 1.0), $MachinePrecision] * 0.5), $MachinePrecision]], $MachinePrecision] * N[(l / t), $MachinePrecision]), $MachinePrecision]], $MachinePrecision], N[ArcSin[N[Sqrt[(-N[(N[(Om * N[(N[(Om / Omc), $MachinePrecision] / Omc), $MachinePrecision] + -1.0), $MachinePrecision] / N[(N[(t$95$m / l$95$m), $MachinePrecision] * N[(2.0 * N[(t$95$m / l$95$m), $MachinePrecision]), $MachinePrecision] + 1.0), $MachinePrecision]), $MachinePrecision])], $MachinePrecision]], $MachinePrecision]]
\begin{array}{l}
l_m = \left|\ell\right|
\\
t_m = \left|t\right|
\\
\begin{array}{l}
\mathbf{if}\;\frac{1 - {\left(\frac{Om}{Omc}\right)}^{2}}{1 + 2 \cdot {\left(\frac{t\_m}{l\_m}\right)}^{2}} \leq 0:\\
\;\;\;\;\sin^{-1} \left(\sqrt{\mathsf{fma}\left(\frac{Om}{Omc \cdot Omc}, -Om, 1\right) \cdot 0.5} \cdot \frac{\ell}{t}\right)\\
\mathbf{else}:\\
\;\;\;\;\sin^{-1} \left(\sqrt{-\frac{\mathsf{fma}\left(Om, \frac{\frac{Om}{Omc}}{Omc}, -1\right)}{\mathsf{fma}\left(\frac{t\_m}{l\_m}, 2 \cdot \frac{t\_m}{l\_m}, 1\right)}}\right)\\
\end{array}
\end{array}
if (/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (/.f64 Om Omc) #s(literal 2 binary64))) (+.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) (pow.f64 (/.f64 t l) #s(literal 2 binary64))))) < 0.0Initial program 47.6%
lift-/.f64N/A
unpow2N/A
lift-/.f64N/A
clear-numN/A
un-div-invN/A
lift-/.f64N/A
clear-numN/A
frac-2negN/A
metadata-evalN/A
associate-/l/N/A
lower-/.f64N/A
lower-*.f64N/A
lower-/.f64N/A
distribute-neg-frac2N/A
lower-/.f64N/A
lower-neg.f6447.6
Applied rewrites47.6%
Taylor expanded in Om around 0
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f64N/A
unpow2N/A
lower-*.f6447.6
Applied rewrites47.6%
Applied rewrites67.6%
if 0.0 < (/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (/.f64 Om Omc) #s(literal 2 binary64))) (+.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) (pow.f64 (/.f64 t l) #s(literal 2 binary64))))) Initial program 98.8%
lift-/.f64N/A
unpow2N/A
lift-/.f64N/A
clear-numN/A
un-div-invN/A
lift-/.f64N/A
clear-numN/A
frac-2negN/A
metadata-evalN/A
associate-/l/N/A
lower-/.f64N/A
lower-*.f64N/A
lower-/.f64N/A
distribute-neg-frac2N/A
lower-/.f64N/A
lower-neg.f6498.8
Applied rewrites98.8%
Applied rewrites78.4%
associate-/r*N/A
lift-/.f64N/A
lower-/.f6484.2
Applied rewrites84.2%
lift-*.f64N/A
lift-/.f64N/A
associate-*r*N/A
lift-/.f64N/A
associate-/l*N/A
lift-*.f64N/A
times-fracN/A
lift-/.f64N/A
lift-/.f64N/A
associate-*l*N/A
lower-fma.f64N/A
lower-*.f6498.8
Applied rewrites98.8%
Final simplification90.3%
l_m = (fabs.f64 l)
t_m = (fabs.f64 t)
(FPCore (t_m l_m Om Omc)
:precision binary64
(if (<=
(/ (- 1.0 (pow (/ Om Omc) 2.0)) (+ 1.0 (* 2.0 (pow (/ t_m l_m) 2.0))))
0.002)
(asin (* (sqrt (* (fma (/ Om (* Omc Omc)) (- Om) 1.0) 0.5)) (/ l t)))
(asin (sqrt (/ (fma (/ Om Omc) (/ Om Omc) -1.0) -1.0)))))l_m = fabs(l);
t_m = fabs(t);
double code(double t_m, double l_m, double Om, double Omc) {
double tmp;
if (((1.0 - pow((Om / Omc), 2.0)) / (1.0 + (2.0 * pow((t_m / l_m), 2.0)))) <= 0.002) {
tmp = asin((sqrt((fma((Om / (Omc * Omc)), -Om, 1.0) * 0.5)) * (l / t)));
} else {
tmp = asin(sqrt((fma((Om / Omc), (Om / Omc), -1.0) / -1.0)));
}
return tmp;
}
l_m = abs(l) t_m = abs(t) function code(t_m, l_m, Om, Omc) tmp = 0.0 if (Float64(Float64(1.0 - (Float64(Om / Omc) ^ 2.0)) / Float64(1.0 + Float64(2.0 * (Float64(t_m / l_m) ^ 2.0)))) <= 0.002) tmp = asin(Float64(sqrt(Float64(fma(Float64(Om / Float64(Omc * Omc)), Float64(-Om), 1.0) * 0.5)) * Float64(l / t))); else tmp = asin(sqrt(Float64(fma(Float64(Om / Omc), Float64(Om / Omc), -1.0) / -1.0))); end return tmp end
l_m = N[Abs[l], $MachinePrecision] t_m = N[Abs[t], $MachinePrecision] code[t$95$m_, l$95$m_, Om_, Omc_] := If[LessEqual[N[(N[(1.0 - N[Power[N[(Om / Omc), $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision] / N[(1.0 + N[(2.0 * N[Power[N[(t$95$m / l$95$m), $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], 0.002], N[ArcSin[N[(N[Sqrt[N[(N[(N[(Om / N[(Omc * Omc), $MachinePrecision]), $MachinePrecision] * (-Om) + 1.0), $MachinePrecision] * 0.5), $MachinePrecision]], $MachinePrecision] * N[(l / t), $MachinePrecision]), $MachinePrecision]], $MachinePrecision], N[ArcSin[N[Sqrt[N[(N[(N[(Om / Omc), $MachinePrecision] * N[(Om / Omc), $MachinePrecision] + -1.0), $MachinePrecision] / -1.0), $MachinePrecision]], $MachinePrecision]], $MachinePrecision]]
\begin{array}{l}
l_m = \left|\ell\right|
\\
t_m = \left|t\right|
\\
\begin{array}{l}
\mathbf{if}\;\frac{1 - {\left(\frac{Om}{Omc}\right)}^{2}}{1 + 2 \cdot {\left(\frac{t\_m}{l\_m}\right)}^{2}} \leq 0.002:\\
\;\;\;\;\sin^{-1} \left(\sqrt{\mathsf{fma}\left(\frac{Om}{Omc \cdot Omc}, -Om, 1\right) \cdot 0.5} \cdot \frac{\ell}{t}\right)\\
\mathbf{else}:\\
\;\;\;\;\sin^{-1} \left(\sqrt{\frac{\mathsf{fma}\left(\frac{Om}{Omc}, \frac{Om}{Omc}, -1\right)}{-1}}\right)\\
\end{array}
\end{array}
if (/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (/.f64 Om Omc) #s(literal 2 binary64))) (+.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) (pow.f64 (/.f64 t l) #s(literal 2 binary64))))) < 2e-3Initial program 69.7%
lift-/.f64N/A
unpow2N/A
lift-/.f64N/A
clear-numN/A
un-div-invN/A
lift-/.f64N/A
clear-numN/A
frac-2negN/A
metadata-evalN/A
associate-/l/N/A
lower-/.f64N/A
lower-*.f64N/A
lower-/.f64N/A
distribute-neg-frac2N/A
lower-/.f64N/A
lower-neg.f6469.8
Applied rewrites69.8%
Taylor expanded in Om around 0
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f64N/A
unpow2N/A
lower-*.f6449.2
Applied rewrites49.2%
Applied rewrites55.6%
if 2e-3 < (/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (/.f64 Om Omc) #s(literal 2 binary64))) (+.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) (pow.f64 (/.f64 t l) #s(literal 2 binary64))))) Initial program 98.6%
lift-/.f64N/A
unpow2N/A
lift-/.f64N/A
clear-numN/A
un-div-invN/A
lift-/.f64N/A
clear-numN/A
frac-2negN/A
metadata-evalN/A
associate-/l/N/A
lower-/.f64N/A
lower-*.f64N/A
lower-/.f64N/A
distribute-neg-frac2N/A
lower-/.f64N/A
lower-neg.f6498.6
Applied rewrites98.6%
Applied rewrites84.3%
Taylor expanded in t around 0
Applied rewrites88.7%
associate-/r*N/A
lift-/.f64N/A
associate-*r/N/A
associate-*l/N/A
lift-/.f64N/A
lower-fma.f6496.8
Applied rewrites96.8%
l_m = (fabs.f64 l) t_m = (fabs.f64 t) (FPCore (t_m l_m Om Omc) :precision binary64 (if (<= (/ t_m l_m) 40.0) (asin (sqrt (/ (fma (/ Om Omc) (/ Om Omc) -1.0) -1.0))) (asin (* l (/ (sqrt (* 0.5 (- 1.0 (/ (* Om Om) (* Omc Omc))))) t)))))
l_m = fabs(l);
t_m = fabs(t);
double code(double t_m, double l_m, double Om, double Omc) {
double tmp;
if ((t_m / l_m) <= 40.0) {
tmp = asin(sqrt((fma((Om / Omc), (Om / Omc), -1.0) / -1.0)));
} else {
tmp = asin((l * (sqrt((0.5 * (1.0 - ((Om * Om) / (Omc * Omc))))) / t)));
}
return tmp;
}
l_m = abs(l) t_m = abs(t) function code(t_m, l_m, Om, Omc) tmp = 0.0 if (Float64(t_m / l_m) <= 40.0) tmp = asin(sqrt(Float64(fma(Float64(Om / Omc), Float64(Om / Omc), -1.0) / -1.0))); else tmp = asin(Float64(l * Float64(sqrt(Float64(0.5 * Float64(1.0 - Float64(Float64(Om * Om) / Float64(Omc * Omc))))) / t))); end return tmp end
l_m = N[Abs[l], $MachinePrecision] t_m = N[Abs[t], $MachinePrecision] code[t$95$m_, l$95$m_, Om_, Omc_] := If[LessEqual[N[(t$95$m / l$95$m), $MachinePrecision], 40.0], N[ArcSin[N[Sqrt[N[(N[(N[(Om / Omc), $MachinePrecision] * N[(Om / Omc), $MachinePrecision] + -1.0), $MachinePrecision] / -1.0), $MachinePrecision]], $MachinePrecision]], $MachinePrecision], N[ArcSin[N[(l * N[(N[Sqrt[N[(0.5 * N[(1.0 - N[(N[(Om * Om), $MachinePrecision] / N[(Omc * Omc), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] / t), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]]
\begin{array}{l}
l_m = \left|\ell\right|
\\
t_m = \left|t\right|
\\
\begin{array}{l}
\mathbf{if}\;\frac{t\_m}{l\_m} \leq 40:\\
\;\;\;\;\sin^{-1} \left(\sqrt{\frac{\mathsf{fma}\left(\frac{Om}{Omc}, \frac{Om}{Omc}, -1\right)}{-1}}\right)\\
\mathbf{else}:\\
\;\;\;\;\sin^{-1} \left(\ell \cdot \frac{\sqrt{0.5 \cdot \left(1 - \frac{Om \cdot Om}{Omc \cdot Omc}\right)}}{t}\right)\\
\end{array}
\end{array}
if (/.f64 t l) < 40Initial program 89.5%
lift-/.f64N/A
unpow2N/A
lift-/.f64N/A
clear-numN/A
un-div-invN/A
lift-/.f64N/A
clear-numN/A
frac-2negN/A
metadata-evalN/A
associate-/l/N/A
lower-/.f64N/A
lower-*.f64N/A
lower-/.f64N/A
distribute-neg-frac2N/A
lower-/.f64N/A
lower-neg.f6489.5
Applied rewrites89.5%
Applied rewrites74.9%
Taylor expanded in t around 0
Applied rewrites60.5%
associate-/r*N/A
lift-/.f64N/A
associate-*r/N/A
associate-*l/N/A
lift-/.f64N/A
lower-fma.f6465.9
Applied rewrites65.9%
if 40 < (/.f64 t l) Initial program 67.4%
Taylor expanded in t around 0
lower--.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f64N/A
unpow2N/A
lower-*.f644.1
Applied rewrites4.1%
lift-approx86.5
Applied rewrites86.7%
Final simplification70.3%
l_m = (fabs.f64 l) t_m = (fabs.f64 t) (FPCore (t_m l_m Om Omc) :precision binary64 (if (<= (/ t_m l_m) 0.0002) (asin (sqrt (/ (fma (/ Om Omc) (/ Om Omc) -1.0) -1.0))) (asin (sqrt (/ 1.0 (fma 2.0 (/ (* t t) (* l l)) 1.0))))))
l_m = fabs(l);
t_m = fabs(t);
double code(double t_m, double l_m, double Om, double Omc) {
double tmp;
if ((t_m / l_m) <= 0.0002) {
tmp = asin(sqrt((fma((Om / Omc), (Om / Omc), -1.0) / -1.0)));
} else {
tmp = asin(sqrt((1.0 / fma(2.0, ((t * t) / (l * l)), 1.0))));
}
return tmp;
}
l_m = abs(l) t_m = abs(t) function code(t_m, l_m, Om, Omc) tmp = 0.0 if (Float64(t_m / l_m) <= 0.0002) tmp = asin(sqrt(Float64(fma(Float64(Om / Omc), Float64(Om / Omc), -1.0) / -1.0))); else tmp = asin(sqrt(Float64(1.0 / fma(2.0, Float64(Float64(t * t) / Float64(l * l)), 1.0)))); end return tmp end
l_m = N[Abs[l], $MachinePrecision] t_m = N[Abs[t], $MachinePrecision] code[t$95$m_, l$95$m_, Om_, Omc_] := If[LessEqual[N[(t$95$m / l$95$m), $MachinePrecision], 0.0002], N[ArcSin[N[Sqrt[N[(N[(N[(Om / Omc), $MachinePrecision] * N[(Om / Omc), $MachinePrecision] + -1.0), $MachinePrecision] / -1.0), $MachinePrecision]], $MachinePrecision]], $MachinePrecision], N[ArcSin[N[Sqrt[N[(1.0 / N[(2.0 * N[(N[(t * t), $MachinePrecision] / N[(l * l), $MachinePrecision]), $MachinePrecision] + 1.0), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]], $MachinePrecision]]
\begin{array}{l}
l_m = \left|\ell\right|
\\
t_m = \left|t\right|
\\
\begin{array}{l}
\mathbf{if}\;\frac{t\_m}{l\_m} \leq 0.0002:\\
\;\;\;\;\sin^{-1} \left(\sqrt{\frac{\mathsf{fma}\left(\frac{Om}{Omc}, \frac{Om}{Omc}, -1\right)}{-1}}\right)\\
\mathbf{else}:\\
\;\;\;\;\sin^{-1} \left(\sqrt{\frac{1}{\mathsf{fma}\left(2, \frac{t \cdot t}{\ell \cdot \ell}, 1\right)}}\right)\\
\end{array}
\end{array}
if (/.f64 t l) < 2.0000000000000001e-4Initial program 89.5%
lift-/.f64N/A
unpow2N/A
lift-/.f64N/A
clear-numN/A
un-div-invN/A
lift-/.f64N/A
clear-numN/A
frac-2negN/A
metadata-evalN/A
associate-/l/N/A
lower-/.f64N/A
lower-*.f64N/A
lower-/.f64N/A
distribute-neg-frac2N/A
lower-/.f64N/A
lower-neg.f6489.5
Applied rewrites89.5%
Applied rewrites74.9%
Taylor expanded in t around 0
Applied rewrites60.5%
associate-/r*N/A
lift-/.f64N/A
associate-*r/N/A
associate-*l/N/A
lift-/.f64N/A
lower-fma.f6465.9
Applied rewrites65.9%
if 2.0000000000000001e-4 < (/.f64 t l) Initial program 67.4%
lift-/.f64N/A
unpow2N/A
lift-/.f64N/A
clear-numN/A
un-div-invN/A
lift-/.f64N/A
clear-numN/A
frac-2negN/A
metadata-evalN/A
associate-/l/N/A
lower-/.f64N/A
lower-*.f64N/A
lower-/.f64N/A
distribute-neg-frac2N/A
lower-/.f64N/A
lower-neg.f6467.6
Applied rewrites67.6%
Taylor expanded in Om around 0
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f64N/A
unpow2N/A
lower-*.f6442.4
Applied rewrites42.4%
l_m = (fabs.f64 l) t_m = (fabs.f64 t) (FPCore (t_m l_m Om Omc) :precision binary64 (if (<= (/ t_m l_m) 0.0002) (asin (sqrt (/ -1.0 -1.0))) (asin (sqrt (/ 1.0 (fma 2.0 (/ (* t t) (* l l)) 1.0))))))
l_m = fabs(l);
t_m = fabs(t);
double code(double t_m, double l_m, double Om, double Omc) {
double tmp;
if ((t_m / l_m) <= 0.0002) {
tmp = asin(sqrt((-1.0 / -1.0)));
} else {
tmp = asin(sqrt((1.0 / fma(2.0, ((t * t) / (l * l)), 1.0))));
}
return tmp;
}
l_m = abs(l) t_m = abs(t) function code(t_m, l_m, Om, Omc) tmp = 0.0 if (Float64(t_m / l_m) <= 0.0002) tmp = asin(sqrt(Float64(-1.0 / -1.0))); else tmp = asin(sqrt(Float64(1.0 / fma(2.0, Float64(Float64(t * t) / Float64(l * l)), 1.0)))); end return tmp end
l_m = N[Abs[l], $MachinePrecision] t_m = N[Abs[t], $MachinePrecision] code[t$95$m_, l$95$m_, Om_, Omc_] := If[LessEqual[N[(t$95$m / l$95$m), $MachinePrecision], 0.0002], N[ArcSin[N[Sqrt[N[(-1.0 / -1.0), $MachinePrecision]], $MachinePrecision]], $MachinePrecision], N[ArcSin[N[Sqrt[N[(1.0 / N[(2.0 * N[(N[(t * t), $MachinePrecision] / N[(l * l), $MachinePrecision]), $MachinePrecision] + 1.0), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]], $MachinePrecision]]
\begin{array}{l}
l_m = \left|\ell\right|
\\
t_m = \left|t\right|
\\
\begin{array}{l}
\mathbf{if}\;\frac{t\_m}{l\_m} \leq 0.0002:\\
\;\;\;\;\sin^{-1} \left(\sqrt{\frac{-1}{-1}}\right)\\
\mathbf{else}:\\
\;\;\;\;\sin^{-1} \left(\sqrt{\frac{1}{\mathsf{fma}\left(2, \frac{t \cdot t}{\ell \cdot \ell}, 1\right)}}\right)\\
\end{array}
\end{array}
if (/.f64 t l) < 2.0000000000000001e-4Initial program 89.5%
lift-/.f64N/A
unpow2N/A
lift-/.f64N/A
clear-numN/A
un-div-invN/A
lift-/.f64N/A
clear-numN/A
frac-2negN/A
metadata-evalN/A
associate-/l/N/A
lower-/.f64N/A
lower-*.f64N/A
lower-/.f64N/A
distribute-neg-frac2N/A
lower-/.f64N/A
lower-neg.f6489.5
Applied rewrites89.5%
Applied rewrites74.9%
Taylor expanded in t around 0
Applied rewrites60.5%
Taylor expanded in Om around 0
Applied rewrites65.5%
if 2.0000000000000001e-4 < (/.f64 t l) Initial program 67.4%
lift-/.f64N/A
unpow2N/A
lift-/.f64N/A
clear-numN/A
un-div-invN/A
lift-/.f64N/A
clear-numN/A
frac-2negN/A
metadata-evalN/A
associate-/l/N/A
lower-/.f64N/A
lower-*.f64N/A
lower-/.f64N/A
distribute-neg-frac2N/A
lower-/.f64N/A
lower-neg.f6467.6
Applied rewrites67.6%
Taylor expanded in Om around 0
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f64N/A
unpow2N/A
lower-*.f6442.4
Applied rewrites42.4%
l_m = (fabs.f64 l) t_m = (fabs.f64 t) (FPCore (t_m l_m Om Omc) :precision binary64 (if (<= (/ t_m l_m) 1.52e+240) (asin (sqrt (/ -1.0 -1.0))) (asin (sqrt (/ (/ (* Om Om) (* Omc Omc)) -1.0)))))
l_m = fabs(l);
t_m = fabs(t);
double code(double t_m, double l_m, double Om, double Omc) {
double tmp;
if ((t_m / l_m) <= 1.52e+240) {
tmp = asin(sqrt((-1.0 / -1.0)));
} else {
tmp = asin(sqrt((((Om * Om) / (Omc * Omc)) / -1.0)));
}
return tmp;
}
l_m = abs(l)
t_m = abs(t)
real(8) function code(t_m, l_m, om, omc)
real(8), intent (in) :: t_m
real(8), intent (in) :: l_m
real(8), intent (in) :: om
real(8), intent (in) :: omc
real(8) :: tmp
if ((t_m / l_m) <= 1.52d+240) then
tmp = asin(sqrt(((-1.0d0) / (-1.0d0))))
else
tmp = asin(sqrt((((om * om) / (omc * omc)) / (-1.0d0))))
end if
code = tmp
end function
l_m = Math.abs(l);
t_m = Math.abs(t);
public static double code(double t_m, double l_m, double Om, double Omc) {
double tmp;
if ((t_m / l_m) <= 1.52e+240) {
tmp = Math.asin(Math.sqrt((-1.0 / -1.0)));
} else {
tmp = Math.asin(Math.sqrt((((Om * Om) / (Omc * Omc)) / -1.0)));
}
return tmp;
}
l_m = math.fabs(l) t_m = math.fabs(t) def code(t_m, l_m, Om, Omc): tmp = 0 if (t_m / l_m) <= 1.52e+240: tmp = math.asin(math.sqrt((-1.0 / -1.0))) else: tmp = math.asin(math.sqrt((((Om * Om) / (Omc * Omc)) / -1.0))) return tmp
l_m = abs(l) t_m = abs(t) function code(t_m, l_m, Om, Omc) tmp = 0.0 if (Float64(t_m / l_m) <= 1.52e+240) tmp = asin(sqrt(Float64(-1.0 / -1.0))); else tmp = asin(sqrt(Float64(Float64(Float64(Om * Om) / Float64(Omc * Omc)) / -1.0))); end return tmp end
l_m = abs(l); t_m = abs(t); function tmp_2 = code(t_m, l_m, Om, Omc) tmp = 0.0; if ((t_m / l_m) <= 1.52e+240) tmp = asin(sqrt((-1.0 / -1.0))); else tmp = asin(sqrt((((Om * Om) / (Omc * Omc)) / -1.0))); end tmp_2 = tmp; end
l_m = N[Abs[l], $MachinePrecision] t_m = N[Abs[t], $MachinePrecision] code[t$95$m_, l$95$m_, Om_, Omc_] := If[LessEqual[N[(t$95$m / l$95$m), $MachinePrecision], 1.52e+240], N[ArcSin[N[Sqrt[N[(-1.0 / -1.0), $MachinePrecision]], $MachinePrecision]], $MachinePrecision], N[ArcSin[N[Sqrt[N[(N[(N[(Om * Om), $MachinePrecision] / N[(Omc * Omc), $MachinePrecision]), $MachinePrecision] / -1.0), $MachinePrecision]], $MachinePrecision]], $MachinePrecision]]
\begin{array}{l}
l_m = \left|\ell\right|
\\
t_m = \left|t\right|
\\
\begin{array}{l}
\mathbf{if}\;\frac{t\_m}{l\_m} \leq 1.52 \cdot 10^{+240}:\\
\;\;\;\;\sin^{-1} \left(\sqrt{\frac{-1}{-1}}\right)\\
\mathbf{else}:\\
\;\;\;\;\sin^{-1} \left(\sqrt{\frac{\frac{Om \cdot Om}{Omc \cdot Omc}}{-1}}\right)\\
\end{array}
\end{array}
if (/.f64 t l) < 1.5200000000000001e240Initial program 87.2%
lift-/.f64N/A
unpow2N/A
lift-/.f64N/A
clear-numN/A
un-div-invN/A
lift-/.f64N/A
clear-numN/A
frac-2negN/A
metadata-evalN/A
associate-/l/N/A
lower-/.f64N/A
lower-*.f64N/A
lower-/.f64N/A
distribute-neg-frac2N/A
lower-/.f64N/A
lower-neg.f6487.2
Applied rewrites87.2%
Applied rewrites70.0%
Taylor expanded in t around 0
Applied rewrites53.2%
Taylor expanded in Om around 0
Applied rewrites57.6%
if 1.5200000000000001e240 < (/.f64 t l) Initial program 61.1%
lift-/.f64N/A
unpow2N/A
lift-/.f64N/A
clear-numN/A
un-div-invN/A
lift-/.f64N/A
clear-numN/A
frac-2negN/A
metadata-evalN/A
associate-/l/N/A
lower-/.f64N/A
lower-*.f64N/A
lower-/.f64N/A
distribute-neg-frac2N/A
lower-/.f64N/A
lower-neg.f6461.1
Applied rewrites61.1%
Applied rewrites56.7%
Taylor expanded in t around 0
Applied rewrites3.1%
Taylor expanded in Om around inf
lower-/.f64N/A
unpow2N/A
lower-*.f64N/A
unpow2N/A
lower-*.f6451.3
Applied rewrites51.3%
l_m = (fabs.f64 l) t_m = (fabs.f64 t) (FPCore (t_m l_m Om Omc) :precision binary64 (asin (sqrt (/ -1.0 -1.0))))
l_m = fabs(l);
t_m = fabs(t);
double code(double t_m, double l_m, double Om, double Omc) {
return asin(sqrt((-1.0 / -1.0)));
}
l_m = abs(l)
t_m = abs(t)
real(8) function code(t_m, l_m, om, omc)
real(8), intent (in) :: t_m
real(8), intent (in) :: l_m
real(8), intent (in) :: om
real(8), intent (in) :: omc
code = asin(sqrt(((-1.0d0) / (-1.0d0))))
end function
l_m = Math.abs(l);
t_m = Math.abs(t);
public static double code(double t_m, double l_m, double Om, double Omc) {
return Math.asin(Math.sqrt((-1.0 / -1.0)));
}
l_m = math.fabs(l) t_m = math.fabs(t) def code(t_m, l_m, Om, Omc): return math.asin(math.sqrt((-1.0 / -1.0)))
l_m = abs(l) t_m = abs(t) function code(t_m, l_m, Om, Omc) return asin(sqrt(Float64(-1.0 / -1.0))) end
l_m = abs(l); t_m = abs(t); function tmp = code(t_m, l_m, Om, Omc) tmp = asin(sqrt((-1.0 / -1.0))); end
l_m = N[Abs[l], $MachinePrecision] t_m = N[Abs[t], $MachinePrecision] code[t$95$m_, l$95$m_, Om_, Omc_] := N[ArcSin[N[Sqrt[N[(-1.0 / -1.0), $MachinePrecision]], $MachinePrecision]], $MachinePrecision]
\begin{array}{l}
l_m = \left|\ell\right|
\\
t_m = \left|t\right|
\\
\sin^{-1} \left(\sqrt{\frac{-1}{-1}}\right)
\end{array}
Initial program 84.8%
lift-/.f64N/A
unpow2N/A
lift-/.f64N/A
clear-numN/A
un-div-invN/A
lift-/.f64N/A
clear-numN/A
frac-2negN/A
metadata-evalN/A
associate-/l/N/A
lower-/.f64N/A
lower-*.f64N/A
lower-/.f64N/A
distribute-neg-frac2N/A
lower-/.f64N/A
lower-neg.f6484.8
Applied rewrites84.8%
Applied rewrites68.8%
Taylor expanded in t around 0
Applied rewrites48.7%
Taylor expanded in Om around 0
Applied rewrites52.7%
herbie shell --seed 2024212
(FPCore (t l Om Omc)
:name "Toniolo and Linder, Equation (2)"
:precision binary64
(asin (sqrt (/ (- 1.0 (pow (/ Om Omc) 2.0)) (+ 1.0 (* 2.0 (pow (/ t l) 2.0)))))))