
(FPCore (g a) :precision binary64 (cbrt (/ g (* 2.0 a))))
double code(double g, double a) {
return cbrt((g / (2.0 * a)));
}
public static double code(double g, double a) {
return Math.cbrt((g / (2.0 * a)));
}
function code(g, a) return cbrt(Float64(g / Float64(2.0 * a))) end
code[g_, a_] := N[Power[N[(g / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], 1/3], $MachinePrecision]
\begin{array}{l}
\\
\sqrt[3]{\frac{g}{2 \cdot a}}
\end{array}
Sampling outcomes in binary64 precision:
Herbie found 9 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (g a) :precision binary64 (cbrt (/ g (* 2.0 a))))
double code(double g, double a) {
return cbrt((g / (2.0 * a)));
}
public static double code(double g, double a) {
return Math.cbrt((g / (2.0 * a)));
}
function code(g, a) return cbrt(Float64(g / Float64(2.0 * a))) end
code[g_, a_] := N[Power[N[(g / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], 1/3], $MachinePrecision]
\begin{array}{l}
\\
\sqrt[3]{\frac{g}{2 \cdot a}}
\end{array}
(FPCore (g a) :precision binary64 (* (cbrt (* g -0.5)) (cbrt (/ -1.0 a))))
double code(double g, double a) {
return cbrt((g * -0.5)) * cbrt((-1.0 / a));
}
public static double code(double g, double a) {
return Math.cbrt((g * -0.5)) * Math.cbrt((-1.0 / a));
}
function code(g, a) return Float64(cbrt(Float64(g * -0.5)) * cbrt(Float64(-1.0 / a))) end
code[g_, a_] := N[(N[Power[N[(g * -0.5), $MachinePrecision], 1/3], $MachinePrecision] * N[Power[N[(-1.0 / a), $MachinePrecision], 1/3], $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\sqrt[3]{g \cdot -0.5} \cdot \sqrt[3]{\frac{-1}{a}}
\end{array}
Initial program 78.9%
lift-cbrt.f64N/A
lift-/.f64N/A
cbrt-divN/A
lower-/.f64N/A
lower-cbrt.f64N/A
lower-cbrt.f6498.7
Applied rewrites98.7%
lift-/.f64N/A
lift-cbrt.f64N/A
lift-cbrt.f64N/A
cbrt-undivN/A
lift-*.f64N/A
associate-/l/N/A
div-invN/A
metadata-evalN/A
*-commutativeN/A
metadata-evalN/A
times-fracN/A
neg-mul-1N/A
lift-neg.f64N/A
metadata-evalN/A
associate-/r/N/A
lift-/.f64N/A
div-invN/A
cbrt-prodN/A
lower-*.f64N/A
lower-cbrt.f64N/A
lift-/.f64N/A
associate-/r/N/A
metadata-evalN/A
*-commutativeN/A
lower-*.f64N/A
lower-cbrt.f64N/A
Applied rewrites98.7%
(FPCore (g a) :precision binary64 (if (<= (* a 2.0) -1e-304) (* (cbrt (- g)) (pow (* a -2.0) -0.3333333333333333)) (* (pow a -0.3333333333333333) (cbrt (* g 0.5)))))
double code(double g, double a) {
double tmp;
if ((a * 2.0) <= -1e-304) {
tmp = cbrt(-g) * pow((a * -2.0), -0.3333333333333333);
} else {
tmp = pow(a, -0.3333333333333333) * cbrt((g * 0.5));
}
return tmp;
}
public static double code(double g, double a) {
double tmp;
if ((a * 2.0) <= -1e-304) {
tmp = Math.cbrt(-g) * Math.pow((a * -2.0), -0.3333333333333333);
} else {
tmp = Math.pow(a, -0.3333333333333333) * Math.cbrt((g * 0.5));
}
return tmp;
}
function code(g, a) tmp = 0.0 if (Float64(a * 2.0) <= -1e-304) tmp = Float64(cbrt(Float64(-g)) * (Float64(a * -2.0) ^ -0.3333333333333333)); else tmp = Float64((a ^ -0.3333333333333333) * cbrt(Float64(g * 0.5))); end return tmp end
code[g_, a_] := If[LessEqual[N[(a * 2.0), $MachinePrecision], -1e-304], N[(N[Power[(-g), 1/3], $MachinePrecision] * N[Power[N[(a * -2.0), $MachinePrecision], -0.3333333333333333], $MachinePrecision]), $MachinePrecision], N[(N[Power[a, -0.3333333333333333], $MachinePrecision] * N[Power[N[(g * 0.5), $MachinePrecision], 1/3], $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;a \cdot 2 \leq -1 \cdot 10^{-304}:\\
\;\;\;\;\sqrt[3]{-g} \cdot {\left(a \cdot -2\right)}^{-0.3333333333333333}\\
\mathbf{else}:\\
\;\;\;\;{a}^{-0.3333333333333333} \cdot \sqrt[3]{g \cdot 0.5}\\
\end{array}
\end{array}
if (*.f64 #s(literal 2 binary64) a) < -9.99999999999999971e-305Initial program 76.1%
lift-cbrt.f64N/A
lift-/.f64N/A
cbrt-divN/A
lower-/.f64N/A
lower-cbrt.f64N/A
lower-cbrt.f6498.7
Applied rewrites98.7%
lift-/.f64N/A
lift-cbrt.f64N/A
lift-cbrt.f64N/A
cbrt-undivN/A
lift-*.f64N/A
associate-/l/N/A
div-invN/A
metadata-evalN/A
*-commutativeN/A
metadata-evalN/A
times-fracN/A
neg-mul-1N/A
lift-neg.f64N/A
metadata-evalN/A
associate-/r/N/A
lift-/.f64N/A
div-invN/A
cbrt-prodN/A
lower-*.f64N/A
lower-cbrt.f64N/A
lift-/.f64N/A
associate-/r/N/A
metadata-evalN/A
*-commutativeN/A
lower-*.f64N/A
lower-cbrt.f64N/A
Applied rewrites98.7%
lift-cbrt.f64N/A
lift-*.f64N/A
cbrt-prodN/A
lift-cbrt.f64N/A
pow1/3N/A
lower-*.f64N/A
pow1/3N/A
lower-cbrt.f6498.7
Applied rewrites98.7%
lift-*.f64N/A
lift-cbrt.f64N/A
lift-/.f64N/A
frac-2negN/A
metadata-evalN/A
cbrt-divN/A
metadata-evalN/A
un-div-invN/A
lift-*.f64N/A
*-commutativeN/A
lift-cbrt.f64N/A
lift-cbrt.f64N/A
cbrt-unprodN/A
metadata-evalN/A
associate-*r*N/A
metadata-evalN/A
associate-/r/N/A
clear-numN/A
cbrt-divN/A
associate-*l/N/A
metadata-evalN/A
frac-2negN/A
lift-/.f64N/A
frac-2negN/A
Applied rewrites92.2%
if -9.99999999999999971e-305 < (*.f64 #s(literal 2 binary64) a) Initial program 76.3%
lift-cbrt.f64N/A
lift-/.f64N/A
lift-*.f64N/A
associate-/r*N/A
div-invN/A
cbrt-prodN/A
pow1/3N/A
*-commutativeN/A
lower-*.f64N/A
inv-powN/A
pow-powN/A
lower-pow.f64N/A
metadata-evalN/A
lower-cbrt.f64N/A
div-invN/A
lower-*.f64N/A
metadata-eval91.6
Applied rewrites91.6%
Final simplification91.9%
herbie shell --seed 2024223
(FPCore (g a)
:name "2-ancestry mixing, zero discriminant"
:precision binary64
(cbrt (/ g (* 2.0 a))))