
(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 5 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))) (cbrt a)))
double code(double g, double a) {
return cbrt((1.0 / (2.0 / g))) / cbrt(a);
}
public static double code(double g, double a) {
return Math.cbrt((1.0 / (2.0 / g))) / Math.cbrt(a);
}
function code(g, a) return Float64(cbrt(Float64(1.0 / Float64(2.0 / g))) / cbrt(a)) end
code[g_, a_] := N[(N[Power[N[(1.0 / N[(2.0 / g), $MachinePrecision]), $MachinePrecision], 1/3], $MachinePrecision] / N[Power[a, 1/3], $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\frac{\sqrt[3]{\frac{1}{\frac{2}{g}}}}{\sqrt[3]{a}}
\end{array}
Initial program 80.7%
clear-numN/A
associate-/r/N/A
*-lowering-*.f64N/A
associate-/r*N/A
/-lowering-/.f64N/A
metadata-eval80.7%
Applied egg-rr80.7%
*-commutativeN/A
clear-numN/A
un-div-invN/A
frac-2negN/A
neg-sub0N/A
flip3--N/A
metadata-evalN/A
mul0-lftN/A
cube-unmultN/A
metadata-evalN/A
mul0-lftN/A
+-rgt-identityN/A
+-lft-identityN/A
frac-subN/A
div-subN/A
clear-numN/A
associate-/r/N/A
metadata-evalN/A
distribute-lft-neg-inN/A
metadata-evalN/A
un-div-invN/A
associate-/l/N/A
times-fracN/A
*-commutativeN/A
Applied egg-rr57.0%
sub0-negN/A
*-commutativeN/A
associate-*r/N/A
associate-*l/N/A
cbrt-divN/A
/-lowering-/.f64N/A
Applied egg-rr98.7%
div-invN/A
metadata-evalN/A
metadata-evalN/A
associate-/r*N/A
*-inversesN/A
associate-/l/N/A
frac-2negN/A
metadata-evalN/A
associate-/r/N/A
frac-2negN/A
/-lowering-/.f64N/A
clear-numN/A
/-lowering-/.f6498.7%
Applied egg-rr98.7%
(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 80.7%
clear-numN/A
associate-/r/N/A
*-lowering-*.f64N/A
associate-/r*N/A
/-lowering-/.f64N/A
metadata-eval80.7%
Applied egg-rr80.7%
*-commutativeN/A
clear-numN/A
un-div-invN/A
frac-2negN/A
neg-sub0N/A
flip3--N/A
metadata-evalN/A
mul0-lftN/A
cube-unmultN/A
metadata-evalN/A
mul0-lftN/A
+-rgt-identityN/A
+-lft-identityN/A
frac-subN/A
div-subN/A
clear-numN/A
associate-/r/N/A
metadata-evalN/A
distribute-lft-neg-inN/A
metadata-evalN/A
un-div-invN/A
associate-/l/N/A
times-fracN/A
*-commutativeN/A
Applied egg-rr57.0%
sub0-negN/A
*-commutativeN/A
associate-*r/N/A
associate-*l/N/A
cbrt-divN/A
/-lowering-/.f64N/A
Applied egg-rr98.7%
div-invN/A
metadata-evalN/A
metadata-evalN/A
associate-/r*N/A
*-inversesN/A
associate-/r*N/A
associate-/l/N/A
clear-numN/A
associate-/l/N/A
metadata-evalN/A
metadata-evalN/A
/-lowering-/.f6498.7%
Applied egg-rr98.7%
(FPCore (g a) :precision binary64 (* (cbrt (/ 0.5 a)) (cbrt g)))
double code(double g, double a) {
return cbrt((0.5 / a)) * cbrt(g);
}
public static double code(double g, double a) {
return Math.cbrt((0.5 / a)) * Math.cbrt(g);
}
function code(g, a) return Float64(cbrt(Float64(0.5 / a)) * cbrt(g)) end
code[g_, a_] := N[(N[Power[N[(0.5 / a), $MachinePrecision], 1/3], $MachinePrecision] * N[Power[g, 1/3], $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\sqrt[3]{\frac{0.5}{a}} \cdot \sqrt[3]{g}
\end{array}
Initial program 80.7%
clear-numN/A
associate-/r/N/A
cbrt-prodN/A
cbrt-divN/A
metadata-evalN/A
cbrt-prodN/A
associate-/r*N/A
pow1/3N/A
pow-flipN/A
metadata-evalN/A
metadata-evalN/A
associate-*l/N/A
/-lowering-/.f64N/A
*-lowering-*.f64N/A
pow-lowering-pow.f64N/A
metadata-evalN/A
cbrt-lowering-cbrt.f64N/A
cbrt-lowering-cbrt.f6498.7%
Applied egg-rr98.7%
frac-2negN/A
distribute-rgt-neg-inN/A
neg-mul-1N/A
times-fracN/A
*-lowering-*.f64N/A
/-lowering-/.f64N/A
pow-lowering-pow.f64N/A
/-lowering-/.f64N/A
neg-sub0N/A
--lowering--.f64N/A
cbrt-lowering-cbrt.f64N/A
cbrt-lowering-cbrt.f6498.7%
Applied egg-rr98.7%
frac-2negN/A
frac-timesN/A
distribute-rgt-neg-inN/A
distribute-lft-neg-inN/A
*-commutativeN/A
remove-double-divN/A
metadata-evalN/A
frac-2negN/A
div-invN/A
sub0-negN/A
div-invN/A
mul-1-negN/A
frac-2negN/A
pow-flipN/A
metadata-evalN/A
pow1/3N/A
cbrt-divN/A
neg-mul-1N/A
remove-double-negN/A
Applied egg-rr98.7%
(FPCore (g a) :precision binary64 (cbrt (* (/ 0.5 a) (/ -1.0 (/ -1.0 g)))))
double code(double g, double a) {
return cbrt(((0.5 / a) * (-1.0 / (-1.0 / g))));
}
public static double code(double g, double a) {
return Math.cbrt(((0.5 / a) * (-1.0 / (-1.0 / g))));
}
function code(g, a) return cbrt(Float64(Float64(0.5 / a) * Float64(-1.0 / Float64(-1.0 / g)))) end
code[g_, a_] := N[Power[N[(N[(0.5 / a), $MachinePrecision] * N[(-1.0 / N[(-1.0 / g), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], 1/3], $MachinePrecision]
\begin{array}{l}
\\
\sqrt[3]{\frac{0.5}{a} \cdot \frac{-1}{\frac{-1}{g}}}
\end{array}
Initial program 80.7%
div-invN/A
inv-powN/A
sqr-powN/A
sqr-powN/A
metadata-evalN/A
metadata-evalN/A
metadata-evalN/A
pow-powN/A
pow2N/A
remove-double-negN/A
remove-double-negN/A
sqr-negN/A
pow-prod-downN/A
pow-prod-upN/A
metadata-evalN/A
metadata-evalN/A
metadata-evalN/A
metadata-evalN/A
metadata-evalN/A
inv-powN/A
Applied egg-rr80.7%
Final simplification80.7%
(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 80.7%
clear-numN/A
associate-/r/N/A
*-lowering-*.f64N/A
associate-/r*N/A
/-lowering-/.f64N/A
metadata-eval80.7%
Applied egg-rr80.7%
Final simplification80.7%
herbie shell --seed 2024191
(FPCore (g a)
:name "2-ancestry mixing, zero discriminant"
:precision binary64
(cbrt (/ g (* 2.0 a))))