
(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 0.5) (cbrt g)) (cbrt (/ 1.0 a))))
double code(double g, double a) {
return (cbrt(0.5) * cbrt(g)) * cbrt((1.0 / a));
}
public static double code(double g, double a) {
return (Math.cbrt(0.5) * Math.cbrt(g)) * Math.cbrt((1.0 / a));
}
function code(g, a) return Float64(Float64(cbrt(0.5) * cbrt(g)) * cbrt(Float64(1.0 / a))) end
code[g_, a_] := N[(N[(N[Power[0.5, 1/3], $MachinePrecision] * N[Power[g, 1/3], $MachinePrecision]), $MachinePrecision] * N[Power[N[(1.0 / a), $MachinePrecision], 1/3], $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\left(\sqrt[3]{0.5} \cdot \sqrt[3]{g}\right) \cdot \sqrt[3]{\frac{1}{a}}
\end{array}
Initial program 77.9%
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.f641.7
remove-double-divN/A
Applied rewrites98.7%
lift-/.f64N/A
lift-/.f64N/A
lift-cbrt.f64N/A
lift-cbrt.f64N/A
cbrt-undivN/A
lift-cbrt.f64N/A
cbrt-undivN/A
associate-/r*N/A
lift-*.f64N/A
associate-*r*N/A
metadata-evalN/A
*-commutativeN/A
associate-/l/N/A
un-div-invN/A
lift-/.f64N/A
*-commutativeN/A
cbrt-prodN/A
pow1/3N/A
pow1/3N/A
lower-*.f64N/A
Applied rewrites50.6%
lift-pow.f64N/A
metadata-evalN/A
pow-powN/A
inv-powN/A
pow1/3N/A
lower-cbrt.f64N/A
lower-/.f6498.7
Applied rewrites98.7%
lift-cbrt.f64N/A
pow1/3N/A
lift-*.f64N/A
*-commutativeN/A
unpow-prod-downN/A
lower-*.f64N/A
pow1/3N/A
lower-cbrt.f64N/A
pow1/3N/A
lower-cbrt.f6498.7
Applied rewrites98.7%
Final simplification98.7%
(FPCore (g a) :precision binary64 (if (<= (* 2.0 a) -5e-308) (* (cbrt (* -0.5 g)) (pow (- a) -0.3333333333333333)) (* (cbrt (* 0.5 g)) (pow a -0.3333333333333333))))
double code(double g, double a) {
double tmp;
if ((2.0 * a) <= -5e-308) {
tmp = cbrt((-0.5 * g)) * pow(-a, -0.3333333333333333);
} else {
tmp = cbrt((0.5 * g)) * pow(a, -0.3333333333333333);
}
return tmp;
}
public static double code(double g, double a) {
double tmp;
if ((2.0 * a) <= -5e-308) {
tmp = Math.cbrt((-0.5 * g)) * Math.pow(-a, -0.3333333333333333);
} else {
tmp = Math.cbrt((0.5 * g)) * Math.pow(a, -0.3333333333333333);
}
return tmp;
}
function code(g, a) tmp = 0.0 if (Float64(2.0 * a) <= -5e-308) tmp = Float64(cbrt(Float64(-0.5 * g)) * (Float64(-a) ^ -0.3333333333333333)); else tmp = Float64(cbrt(Float64(0.5 * g)) * (a ^ -0.3333333333333333)); end return tmp end
code[g_, a_] := If[LessEqual[N[(2.0 * a), $MachinePrecision], -5e-308], N[(N[Power[N[(-0.5 * g), $MachinePrecision], 1/3], $MachinePrecision] * N[Power[(-a), -0.3333333333333333], $MachinePrecision]), $MachinePrecision], N[(N[Power[N[(0.5 * g), $MachinePrecision], 1/3], $MachinePrecision] * N[Power[a, -0.3333333333333333], $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;2 \cdot a \leq -5 \cdot 10^{-308}:\\
\;\;\;\;\sqrt[3]{-0.5 \cdot g} \cdot {\left(-a\right)}^{-0.3333333333333333}\\
\mathbf{else}:\\
\;\;\;\;\sqrt[3]{0.5 \cdot g} \cdot {a}^{-0.3333333333333333}\\
\end{array}
\end{array}
if (*.f64 #s(literal 2 binary64) a) < -4.99999999999999955e-308Initial program 78.8%
Applied rewrites92.0%
if -4.99999999999999955e-308 < (*.f64 #s(literal 2 binary64) a) Initial program 77.3%
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.f641.8
remove-double-divN/A
Applied rewrites98.7%
lift-/.f64N/A
lift-/.f64N/A
lift-cbrt.f64N/A
lift-cbrt.f64N/A
cbrt-undivN/A
lift-cbrt.f64N/A
cbrt-undivN/A
associate-/r*N/A
lift-*.f64N/A
associate-*r*N/A
metadata-evalN/A
*-commutativeN/A
associate-/l/N/A
un-div-invN/A
lift-/.f64N/A
*-commutativeN/A
cbrt-prodN/A
pow1/3N/A
pow1/3N/A
lower-*.f64N/A
Applied rewrites91.9%
Final simplification92.0%
(FPCore (g a) :precision binary64 (if (<= (* 2.0 a) 2e-305) (cbrt (/ g (* 2.0 a))) (* (cbrt (* 0.5 g)) (pow a -0.3333333333333333))))
double code(double g, double a) {
double tmp;
if ((2.0 * a) <= 2e-305) {
tmp = cbrt((g / (2.0 * a)));
} else {
tmp = cbrt((0.5 * g)) * pow(a, -0.3333333333333333);
}
return tmp;
}
public static double code(double g, double a) {
double tmp;
if ((2.0 * a) <= 2e-305) {
tmp = Math.cbrt((g / (2.0 * a)));
} else {
tmp = Math.cbrt((0.5 * g)) * Math.pow(a, -0.3333333333333333);
}
return tmp;
}
function code(g, a) tmp = 0.0 if (Float64(2.0 * a) <= 2e-305) tmp = cbrt(Float64(g / Float64(2.0 * a))); else tmp = Float64(cbrt(Float64(0.5 * g)) * (a ^ -0.3333333333333333)); end return tmp end
code[g_, a_] := If[LessEqual[N[(2.0 * a), $MachinePrecision], 2e-305], N[Power[N[(g / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], 1/3], $MachinePrecision], N[(N[Power[N[(0.5 * g), $MachinePrecision], 1/3], $MachinePrecision] * N[Power[a, -0.3333333333333333], $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;2 \cdot a \leq 2 \cdot 10^{-305}:\\
\;\;\;\;\sqrt[3]{\frac{g}{2 \cdot a}}\\
\mathbf{else}:\\
\;\;\;\;\sqrt[3]{0.5 \cdot g} \cdot {a}^{-0.3333333333333333}\\
\end{array}
\end{array}
if (*.f64 #s(literal 2 binary64) a) < 1.99999999999999999e-305Initial program 78.9%
if 1.99999999999999999e-305 < (*.f64 #s(literal 2 binary64) a) Initial program 77.1%
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.f641.8
remove-double-divN/A
Applied rewrites98.7%
lift-/.f64N/A
lift-/.f64N/A
lift-cbrt.f64N/A
lift-cbrt.f64N/A
cbrt-undivN/A
lift-cbrt.f64N/A
cbrt-undivN/A
associate-/r*N/A
lift-*.f64N/A
associate-*r*N/A
metadata-evalN/A
*-commutativeN/A
associate-/l/N/A
un-div-invN/A
lift-/.f64N/A
*-commutativeN/A
cbrt-prodN/A
pow1/3N/A
pow1/3N/A
lower-*.f64N/A
Applied rewrites91.9%
Final simplification86.1%
(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 77.9%
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.f641.7
remove-double-divN/A
Applied rewrites98.7%
lift-/.f64N/A
lift-/.f64N/A
associate-/r*N/A
lift-cbrt.f64N/A
lift-cbrt.f64N/A
cbrt-prodN/A
neg-mul-1N/A
lift-*.f64N/A
distribute-lft-neg-inN/A
metadata-evalN/A
metadata-evalN/A
associate-/r/N/A
lift-/.f64N/A
lift-/.f64N/A
lower-/.f64N/A
lower-cbrt.f6498.7
lift-/.f64N/A
lift-/.f64N/A
associate-/r/N/A
metadata-evalN/A
lower-*.f6498.7
Applied rewrites98.7%
(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 77.9%
lift-/.f64N/A
frac-2negN/A
clear-numN/A
associate-/r/N/A
inv-powN/A
metadata-evalN/A
metadata-evalN/A
metadata-evalN/A
metadata-evalN/A
metadata-evalN/A
pow-prod-upN/A
pow-prod-downN/A
sqr-negN/A
remove-double-negN/A
remove-double-negN/A
pow2N/A
pow-powN/A
metadata-evalN/A
metadata-evalN/A
metadata-evalN/A
inv-powN/A
Applied rewrites77.9%
lift-*.f64N/A
lift-/.f64N/A
clear-numN/A
associate-/r/N/A
lift-/.f64N/A
associate-*l*N/A
lift-neg.f64N/A
neg-mul-1N/A
associate-*r*N/A
metadata-evalN/A
associate-*l*N/A
metadata-evalN/A
div-invN/A
lower-*.f64N/A
lift-/.f64N/A
associate-/l/N/A
associate-/r*N/A
metadata-evalN/A
lower-/.f6477.9
Applied rewrites77.9%
herbie shell --seed 2024235
(FPCore (g a)
:name "2-ancestry mixing, zero discriminant"
:precision binary64
(cbrt (/ g (* 2.0 a))))