
(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 6 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) (cbrt (/ 1.0 (/ 0.5 a)))))
double code(double g, double a) {
return cbrt(g) / cbrt((1.0 / (0.5 / a)));
}
public static double code(double g, double a) {
return Math.cbrt(g) / Math.cbrt((1.0 / (0.5 / a)));
}
function code(g, a) return Float64(cbrt(g) / cbrt(Float64(1.0 / Float64(0.5 / a)))) end
code[g_, a_] := N[(N[Power[g, 1/3], $MachinePrecision] / N[Power[N[(1.0 / N[(0.5 / a), $MachinePrecision]), $MachinePrecision], 1/3], $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\frac{\sqrt[3]{g}}{\sqrt[3]{\frac{1}{\frac{0.5}{a}}}}
\end{array}
Initial program 77.8%
lift-cbrt.f64N/A
lift-/.f64N/A
frac-2negN/A
cbrt-divN/A
neg-mul-1N/A
cbrt-prodN/A
pow1/3N/A
associate-/r*N/A
lower-/.f64N/A
pow1/3N/A
sqr-powN/A
pow-prod-downN/A
sqr-negN/A
remove-double-negN/A
remove-double-negN/A
pow-prod-downN/A
sqr-powN/A
pow1/3N/A
lower-/.f64N/A
lower-cbrt.f64N/A
pow1/3N/A
lower-cbrt.f64N/A
lower-cbrt.f641.6
remove-double-divN/A
Applied rewrites98.8%
lift-/.f64N/A
lift-/.f64N/A
associate-/l/N/A
lower-/.f64N/A
*-commutativeN/A
lift-cbrt.f64N/A
lift-cbrt.f64N/A
cbrt-prodN/A
neg-mul-1N/A
lower-cbrt.f64N/A
lift-*.f64N/A
distribute-lft-neg-inN/A
metadata-evalN/A
lower-*.f6498.8
Applied rewrites98.8%
lift-*.f64N/A
metadata-evalN/A
associate-/r/N/A
lift-/.f64N/A
lower-/.f6498.8
Applied rewrites98.8%
(FPCore (g a) :precision binary64 (if (<= (* 2.0 a) -5e-307) (* (cbrt (* -0.5 g)) (pow (- a) -0.3333333333333333)) (/ 1.0 (cbrt (/ (* 2.0 a) g)))))
double code(double g, double a) {
double tmp;
if ((2.0 * a) <= -5e-307) {
tmp = cbrt((-0.5 * g)) * pow(-a, -0.3333333333333333);
} else {
tmp = 1.0 / cbrt(((2.0 * a) / g));
}
return tmp;
}
public static double code(double g, double a) {
double tmp;
if ((2.0 * a) <= -5e-307) {
tmp = Math.cbrt((-0.5 * g)) * Math.pow(-a, -0.3333333333333333);
} else {
tmp = 1.0 / Math.cbrt(((2.0 * a) / g));
}
return tmp;
}
function code(g, a) tmp = 0.0 if (Float64(2.0 * a) <= -5e-307) tmp = Float64(cbrt(Float64(-0.5 * g)) * (Float64(-a) ^ -0.3333333333333333)); else tmp = Float64(1.0 / cbrt(Float64(Float64(2.0 * a) / g))); end return tmp end
code[g_, a_] := If[LessEqual[N[(2.0 * a), $MachinePrecision], -5e-307], N[(N[Power[N[(-0.5 * g), $MachinePrecision], 1/3], $MachinePrecision] * N[Power[(-a), -0.3333333333333333], $MachinePrecision]), $MachinePrecision], N[(1.0 / N[Power[N[(N[(2.0 * a), $MachinePrecision] / g), $MachinePrecision], 1/3], $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;2 \cdot a \leq -5 \cdot 10^{-307}:\\
\;\;\;\;\sqrt[3]{-0.5 \cdot g} \cdot {\left(-a\right)}^{-0.3333333333333333}\\
\mathbf{else}:\\
\;\;\;\;\frac{1}{\sqrt[3]{\frac{2 \cdot a}{g}}}\\
\end{array}
\end{array}
if (*.f64 #s(literal 2 binary64) a) < -5.00000000000000014e-307Initial program 74.4%
Applied rewrites98.7%
lift-cbrt.f64N/A
pow1/3N/A
lift-/.f64N/A
frac-2negN/A
metadata-evalN/A
inv-powN/A
pow-powN/A
metadata-evalN/A
metadata-evalN/A
lower-pow.f64N/A
lower-neg.f64N/A
metadata-eval92.1
Applied rewrites92.1%
if -5.00000000000000014e-307 < (*.f64 #s(literal 2 binary64) a) Initial program 81.2%
lift-cbrt.f64N/A
lift-/.f64N/A
frac-2negN/A
cbrt-divN/A
neg-mul-1N/A
cbrt-prodN/A
pow1/3N/A
associate-/r*N/A
lower-/.f64N/A
pow1/3N/A
sqr-powN/A
pow-prod-downN/A
sqr-negN/A
remove-double-negN/A
remove-double-negN/A
pow-prod-downN/A
sqr-powN/A
pow1/3N/A
lower-/.f64N/A
lower-cbrt.f64N/A
pow1/3N/A
lower-cbrt.f64N/A
lower-cbrt.f641.6
remove-double-divN/A
Applied rewrites98.8%
lift-/.f64N/A
lift-/.f64N/A
associate-/l/N/A
lower-/.f64N/A
*-commutativeN/A
lift-cbrt.f64N/A
lift-cbrt.f64N/A
cbrt-prodN/A
neg-mul-1N/A
lower-cbrt.f64N/A
lift-*.f64N/A
distribute-lft-neg-inN/A
metadata-evalN/A
lower-*.f6498.8
Applied rewrites98.8%
lift-/.f64N/A
clear-numN/A
lower-/.f64N/A
lift-cbrt.f64N/A
lift-cbrt.f64N/A
cbrt-undivN/A
lift-*.f64N/A
metadata-evalN/A
distribute-lft-neg-inN/A
lift-*.f64N/A
distribute-frac-negN/A
lower-cbrt.f64N/A
distribute-frac-negN/A
lift-*.f64N/A
distribute-lft-neg-inN/A
metadata-evalN/A
lift-*.f64N/A
lower-/.f6481.9
lift-*.f64N/A
*-commutativeN/A
lower-*.f6481.9
Applied rewrites81.9%
Final simplification87.0%
(FPCore (g a) :precision binary64 (/ (cbrt g) (cbrt (* 2.0 a))))
double code(double g, double a) {
return cbrt(g) / cbrt((2.0 * a));
}
public static double code(double g, double a) {
return Math.cbrt(g) / Math.cbrt((2.0 * a));
}
function code(g, a) return Float64(cbrt(g) / cbrt(Float64(2.0 * a))) end
code[g_, a_] := N[(N[Power[g, 1/3], $MachinePrecision] / N[Power[N[(2.0 * a), $MachinePrecision], 1/3], $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\frac{\sqrt[3]{g}}{\sqrt[3]{2 \cdot a}}
\end{array}
Initial program 77.8%
lift-cbrt.f64N/A
lift-/.f64N/A
frac-2negN/A
cbrt-divN/A
neg-mul-1N/A
cbrt-prodN/A
pow1/3N/A
associate-/r*N/A
lower-/.f64N/A
pow1/3N/A
sqr-powN/A
pow-prod-downN/A
sqr-negN/A
remove-double-negN/A
remove-double-negN/A
pow-prod-downN/A
sqr-powN/A
pow1/3N/A
lower-/.f64N/A
lower-cbrt.f64N/A
pow1/3N/A
lower-cbrt.f64N/A
lower-cbrt.f641.6
remove-double-divN/A
Applied rewrites98.8%
lift-/.f64N/A
lift-/.f64N/A
associate-/l/N/A
lower-/.f64N/A
*-commutativeN/A
lift-cbrt.f64N/A
lift-cbrt.f64N/A
cbrt-prodN/A
neg-mul-1N/A
lower-cbrt.f64N/A
lift-*.f64N/A
distribute-lft-neg-inN/A
metadata-evalN/A
lower-*.f6498.8
Applied rewrites98.8%
(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 77.8%
lift-cbrt.f64N/A
lift-/.f64N/A
frac-2negN/A
cbrt-divN/A
neg-mul-1N/A
cbrt-prodN/A
pow1/3N/A
associate-/r*N/A
lower-/.f64N/A
pow1/3N/A
sqr-powN/A
pow-prod-downN/A
sqr-negN/A
remove-double-negN/A
remove-double-negN/A
pow-prod-downN/A
sqr-powN/A
pow1/3N/A
lower-/.f64N/A
lower-cbrt.f64N/A
pow1/3N/A
lower-cbrt.f64N/A
lower-cbrt.f641.6
remove-double-divN/A
Applied rewrites98.8%
lift-/.f64N/A
lift-/.f64N/A
div-invN/A
associate-/l*N/A
*-commutativeN/A
lower-*.f64N/A
Applied rewrites98.6%
(FPCore (g a) :precision binary64 (cbrt (/ (/ 1.0 (/ -1.0 g)) (* -2.0 a))))
double code(double g, double a) {
return cbrt(((1.0 / (-1.0 / g)) / (-2.0 * a)));
}
public static double code(double g, double a) {
return Math.cbrt(((1.0 / (-1.0 / g)) / (-2.0 * a)));
}
function code(g, a) return cbrt(Float64(Float64(1.0 / Float64(-1.0 / g)) / Float64(-2.0 * a))) end
code[g_, a_] := N[Power[N[(N[(1.0 / N[(-1.0 / g), $MachinePrecision]), $MachinePrecision] / N[(-2.0 * a), $MachinePrecision]), $MachinePrecision], 1/3], $MachinePrecision]
\begin{array}{l}
\\
\sqrt[3]{\frac{\frac{1}{\frac{-1}{g}}}{-2 \cdot a}}
\end{array}
Initial program 77.8%
Applied rewrites37.2%
lift-exp.f64N/A
lift-log.f64N/A
rem-exp-log77.8
lift-neg.f64N/A
neg-mul-1N/A
metadata-evalN/A
metadata-evalN/A
associate-/r/N/A
lower-/.f64N/A
metadata-evalN/A
lower-/.f6477.9
Applied rewrites77.9%
(FPCore (g a) :precision binary64 (cbrt (* (/ 0.5 a) g)))
double code(double g, double a) {
return cbrt(((0.5 / a) * g));
}
public static double code(double g, double a) {
return Math.cbrt(((0.5 / a) * g));
}
function code(g, a) return cbrt(Float64(Float64(0.5 / a) * g)) end
code[g_, a_] := N[Power[N[(N[(0.5 / a), $MachinePrecision] * g), $MachinePrecision], 1/3], $MachinePrecision]
\begin{array}{l}
\\
\sqrt[3]{\frac{0.5}{a} \cdot g}
\end{array}
Initial program 77.8%
lift-cbrt.f64N/A
lift-/.f64N/A
frac-2negN/A
cbrt-divN/A
neg-mul-1N/A
cbrt-prodN/A
pow1/3N/A
associate-/r*N/A
lower-/.f64N/A
pow1/3N/A
sqr-powN/A
pow-prod-downN/A
sqr-negN/A
remove-double-negN/A
remove-double-negN/A
pow-prod-downN/A
sqr-powN/A
pow1/3N/A
lower-/.f64N/A
lower-cbrt.f64N/A
pow1/3N/A
lower-cbrt.f64N/A
lower-cbrt.f641.6
remove-double-divN/A
Applied rewrites98.8%
lift-/.f64N/A
lift-/.f64N/A
lift-cbrt.f64N/A
lift-cbrt.f64N/A
cbrt-undivN/A
div-invN/A
metadata-evalN/A
*-commutativeN/A
neg-mul-1N/A
lift-neg.f64N/A
lift-cbrt.f64N/A
cbrt-divN/A
lift-*.f64N/A
associate-/r*N/A
div-invN/A
metadata-evalN/A
*-commutativeN/A
associate-*l/N/A
lift-/.f64N/A
lift-*.f64N/A
lift-cbrt.f6477.9
lift-*.f64N/A
lift-neg.f64N/A
distribute-rgt-neg-outN/A
Applied rewrites77.9%
herbie shell --seed 2024284
(FPCore (g a)
:name "2-ancestry mixing, zero discriminant"
:precision binary64
(cbrt (/ g (* 2.0 a))))