
(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 8 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 (/ 1.0 (/ -2.0 g))) (/ 1.0 (cbrt (/ -1.0 a)))))
double code(double g, double a) {
return cbrt((1.0 / (-2.0 / g))) / (1.0 / cbrt((-1.0 / a)));
}
public static double code(double g, double a) {
return Math.cbrt((1.0 / (-2.0 / g))) / (1.0 / Math.cbrt((-1.0 / a)));
}
function code(g, a) return Float64(cbrt(Float64(1.0 / Float64(-2.0 / g))) / Float64(1.0 / cbrt(Float64(-1.0 / a)))) end
code[g_, a_] := N[(N[Power[N[(1.0 / N[(-2.0 / g), $MachinePrecision]), $MachinePrecision], 1/3], $MachinePrecision] / N[(1.0 / N[Power[N[(-1.0 / a), $MachinePrecision], 1/3], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\frac{\sqrt[3]{\frac{1}{\frac{-2}{g}}}}{\frac{1}{\sqrt[3]{\frac{-1}{a}}}}
\end{array}
Initial program 79.4%
associate-/r*N/A
frac-2negN/A
cbrt-divN/A
pow1/3N/A
/-lowering-/.f64N/A
pow1/3N/A
cbrt-lowering-cbrt.f64N/A
distribute-neg-frac2N/A
/-lowering-/.f64N/A
metadata-evalN/A
pow1/3N/A
pow-lowering-pow.f64N/A
neg-sub0N/A
--lowering--.f6443.2%
Applied egg-rr43.2%
unpow1/3N/A
flip3--N/A
clear-numN/A
cbrt-divN/A
metadata-evalN/A
/-lowering-/.f64N/A
cbrt-lowering-cbrt.f64N/A
clear-numN/A
flip3--N/A
frac-2negN/A
metadata-evalN/A
sub0-negN/A
remove-double-negN/A
/-lowering-/.f6498.8%
Applied egg-rr98.8%
clear-numN/A
/-lowering-/.f64N/A
/-lowering-/.f6498.8%
Applied egg-rr98.8%
(FPCore (g a) :precision binary64 (/ (cbrt (/ g -2.0)) (/ 1.0 (cbrt (/ -1.0 a)))))
double code(double g, double a) {
return cbrt((g / -2.0)) / (1.0 / cbrt((-1.0 / a)));
}
public static double code(double g, double a) {
return Math.cbrt((g / -2.0)) / (1.0 / Math.cbrt((-1.0 / a)));
}
function code(g, a) return Float64(cbrt(Float64(g / -2.0)) / Float64(1.0 / cbrt(Float64(-1.0 / a)))) end
code[g_, a_] := N[(N[Power[N[(g / -2.0), $MachinePrecision], 1/3], $MachinePrecision] / N[(1.0 / N[Power[N[(-1.0 / a), $MachinePrecision], 1/3], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\frac{\sqrt[3]{\frac{g}{-2}}}{\frac{1}{\sqrt[3]{\frac{-1}{a}}}}
\end{array}
Initial program 79.4%
associate-/r*N/A
frac-2negN/A
cbrt-divN/A
pow1/3N/A
/-lowering-/.f64N/A
pow1/3N/A
cbrt-lowering-cbrt.f64N/A
distribute-neg-frac2N/A
/-lowering-/.f64N/A
metadata-evalN/A
pow1/3N/A
pow-lowering-pow.f64N/A
neg-sub0N/A
--lowering--.f6443.2%
Applied egg-rr43.2%
unpow1/3N/A
flip3--N/A
clear-numN/A
cbrt-divN/A
metadata-evalN/A
/-lowering-/.f64N/A
cbrt-lowering-cbrt.f64N/A
clear-numN/A
flip3--N/A
frac-2negN/A
metadata-evalN/A
sub0-negN/A
remove-double-negN/A
/-lowering-/.f6498.8%
Applied egg-rr98.8%
(FPCore (g a) :precision binary64 (/ (cbrt (/ g 2.0)) (cbrt a)))
double code(double g, double a) {
return cbrt((g / 2.0)) / cbrt(a);
}
public static double code(double g, double a) {
return Math.cbrt((g / 2.0)) / Math.cbrt(a);
}
function code(g, a) return Float64(cbrt(Float64(g / 2.0)) / cbrt(a)) end
code[g_, a_] := N[(N[Power[N[(g / 2.0), $MachinePrecision], 1/3], $MachinePrecision] / N[Power[a, 1/3], $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\frac{\sqrt[3]{\frac{g}{2}}}{\sqrt[3]{a}}
\end{array}
Initial program 79.4%
associate-/r*N/A
frac-2negN/A
cbrt-divN/A
pow1/3N/A
neg-mul-1N/A
cbrt-prodN/A
pow1/3N/A
associate-/r*N/A
/-lowering-/.f64N/A
/-lowering-/.f64N/A
pow1/3N/A
cbrt-lowering-cbrt.f64N/A
distribute-neg-frac2N/A
/-lowering-/.f64N/A
metadata-evalN/A
pow1/3N/A
cbrt-lowering-cbrt.f64N/A
cbrt-lowering-cbrt.f6498.7%
Applied egg-rr98.7%
/-lowering-/.f64N/A
cbrt-undivN/A
cbrt-lowering-cbrt.f64N/A
associate-/l/N/A
metadata-evalN/A
/-lowering-/.f64N/A
cbrt-lowering-cbrt.f6498.7%
Applied egg-rr98.7%
(FPCore (g a) :precision binary64 (* (cbrt g) (cbrt (/ 0.5 a))))
double code(double g, double a) {
return cbrt(g) * cbrt((0.5 / a));
}
public static double code(double g, double a) {
return Math.cbrt(g) * Math.cbrt((0.5 / a));
}
function code(g, a) return Float64(cbrt(g) * cbrt(Float64(0.5 / a))) end
code[g_, a_] := N[(N[Power[g, 1/3], $MachinePrecision] * N[Power[N[(0.5 / a), $MachinePrecision], 1/3], $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\sqrt[3]{g} \cdot \sqrt[3]{\frac{0.5}{a}}
\end{array}
Initial program 79.4%
associate-/r*N/A
frac-2negN/A
cbrt-divN/A
pow1/3N/A
/-lowering-/.f64N/A
pow1/3N/A
cbrt-lowering-cbrt.f64N/A
distribute-neg-frac2N/A
/-lowering-/.f64N/A
metadata-evalN/A
pow1/3N/A
pow-lowering-pow.f64N/A
neg-sub0N/A
--lowering--.f6443.2%
Applied egg-rr43.2%
unpow1/3N/A
flip3--N/A
clear-numN/A
cbrt-divN/A
metadata-evalN/A
/-lowering-/.f64N/A
cbrt-lowering-cbrt.f64N/A
clear-numN/A
flip3--N/A
frac-2negN/A
metadata-evalN/A
sub0-negN/A
remove-double-negN/A
/-lowering-/.f6498.8%
Applied egg-rr98.8%
clear-numN/A
/-lowering-/.f64N/A
/-lowering-/.f6498.8%
Applied egg-rr98.8%
associate-/r/N/A
cbrt-divN/A
pow1/3N/A
frac-timesN/A
clear-numN/A
pow1/3N/A
cbrt-unprodN/A
metadata-evalN/A
distribute-rgt-neg-inN/A
*-rgt-identityN/A
distribute-neg-frac2N/A
metadata-evalN/A
div-invN/A
metadata-evalN/A
metadata-evalN/A
*-inversesN/A
associate-/l*N/A
*-commutativeN/A
associate-/l*N/A
associate-/l*N/A
associate-/l*N/A
*-lft-identityN/A
Applied egg-rr98.6%
(FPCore (g a) :precision binary64 (cbrt (/ (/ 1.0 (/ 2.0 g)) a)))
double code(double g, double a) {
return cbrt(((1.0 / (2.0 / g)) / a));
}
public static double code(double g, double a) {
return Math.cbrt(((1.0 / (2.0 / g)) / a));
}
function code(g, a) return cbrt(Float64(Float64(1.0 / Float64(2.0 / g)) / a)) end
code[g_, a_] := N[Power[N[(N[(1.0 / N[(2.0 / g), $MachinePrecision]), $MachinePrecision] / a), $MachinePrecision], 1/3], $MachinePrecision]
\begin{array}{l}
\\
\sqrt[3]{\frac{\frac{1}{\frac{2}{g}}}{a}}
\end{array}
Initial program 79.4%
clear-numN/A
associate-/r/N/A
associate-/r*N/A
associate-/r/N/A
/-lowering-/.f64N/A
metadata-evalN/A
/-lowering-/.f6479.2%
Applied egg-rr79.2%
associate-/r/N/A
*-commutativeN/A
associate-/l*N/A
unpow1N/A
metadata-evalN/A
pow-prod-upN/A
pow2N/A
inv-powN/A
frac-timesN/A
associate-*l/N/A
associate-/r*N/A
/-lowering-/.f64N/A
/-lowering-/.f64N/A
*-lowering-*.f64N/A
associate-/r/N/A
metadata-evalN/A
*-commutativeN/A
*-lowering-*.f6455.7%
Applied egg-rr55.7%
associate-/l*N/A
*-commutativeN/A
*-commutativeN/A
associate-/l*N/A
*-inversesN/A
metadata-evalN/A
metadata-evalN/A
associate-/r/N/A
/-lowering-/.f64N/A
/-lowering-/.f6479.8%
Applied egg-rr79.8%
(FPCore (g a) :precision binary64 (cbrt (/ (/ 1.0 a) (/ 2.0 g))))
double code(double g, double a) {
return cbrt(((1.0 / a) / (2.0 / g)));
}
public static double code(double g, double a) {
return Math.cbrt(((1.0 / a) / (2.0 / g)));
}
function code(g, a) return cbrt(Float64(Float64(1.0 / a) / Float64(2.0 / g))) end
code[g_, a_] := N[Power[N[(N[(1.0 / a), $MachinePrecision] / N[(2.0 / g), $MachinePrecision]), $MachinePrecision], 1/3], $MachinePrecision]
\begin{array}{l}
\\
\sqrt[3]{\frac{\frac{1}{a}}{\frac{2}{g}}}
\end{array}
Initial program 79.4%
associate-/l/N/A
clear-numN/A
associate-/r/N/A
associate-/l/N/A
/-lowering-/.f64N/A
/-lowering-/.f64N/A
/-lowering-/.f6479.8%
Applied egg-rr79.8%
(FPCore (g a) :precision binary64 (cbrt (/ (/ g a) 2.0)))
double code(double g, double a) {
return cbrt(((g / a) / 2.0));
}
public static double code(double g, double a) {
return Math.cbrt(((g / a) / 2.0));
}
function code(g, a) return cbrt(Float64(Float64(g / a) / 2.0)) end
code[g_, a_] := N[Power[N[(N[(g / a), $MachinePrecision] / 2.0), $MachinePrecision], 1/3], $MachinePrecision]
\begin{array}{l}
\\
\sqrt[3]{\frac{\frac{g}{a}}{2}}
\end{array}
Initial program 79.4%
cbrt-lowering-cbrt.f64N/A
associate-/l/N/A
/-lowering-/.f64N/A
/-lowering-/.f6479.8%
Simplified79.8%
(FPCore (g a) :precision binary64 (cbrt (* g (/ 0.5 a))))
double code(double g, double a) {
return cbrt((g * (0.5 / a)));
}
public static double code(double g, double a) {
return Math.cbrt((g * (0.5 / a)));
}
function code(g, a) return cbrt(Float64(g * Float64(0.5 / a))) end
code[g_, a_] := N[Power[N[(g * N[(0.5 / a), $MachinePrecision]), $MachinePrecision], 1/3], $MachinePrecision]
\begin{array}{l}
\\
\sqrt[3]{g \cdot \frac{0.5}{a}}
\end{array}
Initial program 79.4%
clear-numN/A
associate-/r/N/A
*-lowering-*.f64N/A
associate-/r*N/A
/-lowering-/.f64N/A
metadata-eval79.7%
Applied egg-rr79.7%
Final simplification79.7%
herbie shell --seed 2024155
(FPCore (g a)
:name "2-ancestry mixing, zero discriminant"
:precision binary64
(cbrt (/ g (* 2.0 a))))