
(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]
\sqrt[3]{\frac{g}{2 \cdot a}}
Herbie found 7 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]
\sqrt[3]{\frac{g}{2 \cdot a}}
(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]
\sqrt[3]{\frac{0.5}{a}} \cdot \sqrt[3]{g}
Initial program 75.4%
lift-cbrt.f64N/A
lift-/.f64N/A
mult-flipN/A
*-commutativeN/A
cbrt-prodN/A
lower-*.f64N/A
lower-cbrt.f64N/A
lift-*.f64N/A
associate-/r*N/A
lower-/.f64N/A
metadata-evalN/A
lower-cbrt.f6498.7%
Applied rewrites98.7%
(FPCore (g a) :precision binary64 (/ (cbrt g) (cbrt (+ a a))))
double code(double g, double a) {
return cbrt(g) / cbrt((a + a));
}
public static double code(double g, double a) {
return Math.cbrt(g) / Math.cbrt((a + a));
}
function code(g, a) return Float64(cbrt(g) / cbrt(Float64(a + a))) end
code[g_, a_] := N[(N[Power[g, 1/3], $MachinePrecision] / N[Power[N[(a + a), $MachinePrecision], 1/3], $MachinePrecision]), $MachinePrecision]
\frac{\sqrt[3]{g}}{\sqrt[3]{a + a}}
Initial program 75.4%
lift-cbrt.f64N/A
lift-/.f64N/A
cbrt-divN/A
lower-/.f64N/A
lower-cbrt.f64N/A
lower-cbrt.f6498.7%
lift-*.f64N/A
count-2-revN/A
lower-+.f6498.7%
Applied rewrites98.7%
(FPCore (g a)
:precision binary64
(let* ((t_0 (+ (fabs a) (fabs a))) (t_1 (cbrt (/ (fabs g) (* 2.0 (fabs a))))))
(*
(copysign 1.0 g)
(*
(copysign 1.0 a)
(if (<= t_1 2e-107)
(exp
(fma
(log (* 0.5 (fabs g)))
0.3333333333333333
(* -0.3333333333333333 (log (fabs a)))))
(if (<= t_1 5e+98)
(cbrt (/ (fabs g) t_0))
(exp
(-
(* 0.3333333333333333 (log (fabs g)))
(* (log t_0) 0.3333333333333333)))))))))double code(double g, double a) {
double t_0 = fabs(a) + fabs(a);
double t_1 = cbrt((fabs(g) / (2.0 * fabs(a))));
double tmp;
if (t_1 <= 2e-107) {
tmp = exp(fma(log((0.5 * fabs(g))), 0.3333333333333333, (-0.3333333333333333 * log(fabs(a)))));
} else if (t_1 <= 5e+98) {
tmp = cbrt((fabs(g) / t_0));
} else {
tmp = exp(((0.3333333333333333 * log(fabs(g))) - (log(t_0) * 0.3333333333333333)));
}
return copysign(1.0, g) * (copysign(1.0, a) * tmp);
}
function code(g, a) t_0 = Float64(abs(a) + abs(a)) t_1 = cbrt(Float64(abs(g) / Float64(2.0 * abs(a)))) tmp = 0.0 if (t_1 <= 2e-107) tmp = exp(fma(log(Float64(0.5 * abs(g))), 0.3333333333333333, Float64(-0.3333333333333333 * log(abs(a))))); elseif (t_1 <= 5e+98) tmp = cbrt(Float64(abs(g) / t_0)); else tmp = exp(Float64(Float64(0.3333333333333333 * log(abs(g))) - Float64(log(t_0) * 0.3333333333333333))); end return Float64(copysign(1.0, g) * Float64(copysign(1.0, a) * tmp)) end
code[g_, a_] := Block[{t$95$0 = N[(N[Abs[a], $MachinePrecision] + N[Abs[a], $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[Power[N[(N[Abs[g], $MachinePrecision] / N[(2.0 * N[Abs[a], $MachinePrecision]), $MachinePrecision]), $MachinePrecision], 1/3], $MachinePrecision]}, N[(N[With[{TMP1 = Abs[1.0], TMP2 = Sign[g]}, TMP1 * If[TMP2 == 0, 1, TMP2]], $MachinePrecision] * N[(N[With[{TMP1 = Abs[1.0], TMP2 = Sign[a]}, TMP1 * If[TMP2 == 0, 1, TMP2]], $MachinePrecision] * If[LessEqual[t$95$1, 2e-107], N[Exp[N[(N[Log[N[(0.5 * N[Abs[g], $MachinePrecision]), $MachinePrecision]], $MachinePrecision] * 0.3333333333333333 + N[(-0.3333333333333333 * N[Log[N[Abs[a], $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision], If[LessEqual[t$95$1, 5e+98], N[Power[N[(N[Abs[g], $MachinePrecision] / t$95$0), $MachinePrecision], 1/3], $MachinePrecision], N[Exp[N[(N[(0.3333333333333333 * N[Log[N[Abs[g], $MachinePrecision]], $MachinePrecision]), $MachinePrecision] - N[(N[Log[t$95$0], $MachinePrecision] * 0.3333333333333333), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]]]), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
t_0 := \left|a\right| + \left|a\right|\\
t_1 := \sqrt[3]{\frac{\left|g\right|}{2 \cdot \left|a\right|}}\\
\mathsf{copysign}\left(1, g\right) \cdot \left(\mathsf{copysign}\left(1, a\right) \cdot \begin{array}{l}
\mathbf{if}\;t\_1 \leq 2 \cdot 10^{-107}:\\
\;\;\;\;e^{\mathsf{fma}\left(\log \left(0.5 \cdot \left|g\right|\right), 0.3333333333333333, -0.3333333333333333 \cdot \log \left(\left|a\right|\right)\right)}\\
\mathbf{elif}\;t\_1 \leq 5 \cdot 10^{+98}:\\
\;\;\;\;\sqrt[3]{\frac{\left|g\right|}{t\_0}}\\
\mathbf{else}:\\
\;\;\;\;e^{0.3333333333333333 \cdot \log \left(\left|g\right|\right) - \log t\_0 \cdot 0.3333333333333333}\\
\end{array}\right)
\end{array}
if (cbrt.f64 (/.f64 g (*.f64 #s(literal 2 binary64) a))) < 2e-107Initial program 75.4%
lift-cbrt.f64N/A
pow1/3N/A
pow-to-expN/A
lower-unsound-exp.f64N/A
lower-unsound-*.f64N/A
lower-unsound-log.f6436.2%
lift-*.f64N/A
count-2-revN/A
lower-+.f6436.2%
Applied rewrites36.2%
lift-log.f64N/A
lift-/.f64N/A
lift-+.f64N/A
count-2N/A
associate-/r*N/A
log-divN/A
mult-flip-revN/A
metadata-evalN/A
*-commutativeN/A
lift-*.f64N/A
lower-unsound--.f64N/A
lower-unsound-log.f64N/A
lift-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower-unsound-log.f6422.5%
Applied rewrites22.5%
lift-*.f64N/A
*-commutativeN/A
lift--.f64N/A
sub-flipN/A
distribute-lft-inN/A
*-commutativeN/A
lower-fma.f64N/A
lift-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
distribute-rgt-neg-outN/A
lift-log.f64N/A
log-pow-revN/A
pow1/3N/A
log-recN/A
metadata-evalN/A
cbrt-divN/A
lift-/.f64N/A
lift-/.f64N/A
inv-powN/A
cbrt-powN/A
metadata-evalN/A
metadata-evalN/A
log-powN/A
lower-unsound-log.f64N/A
lower-unsound-*.f64N/A
Applied rewrites22.5%
if 2e-107 < (cbrt.f64 (/.f64 g (*.f64 #s(literal 2 binary64) a))) < 4.9999999999999998e98Initial program 75.4%
lift-*.f64N/A
count-2-revN/A
lower-+.f6475.4%
Applied rewrites75.4%
if 4.9999999999999998e98 < (cbrt.f64 (/.f64 g (*.f64 #s(literal 2 binary64) a))) Initial program 75.4%
lift-cbrt.f64N/A
pow1/3N/A
pow-to-expN/A
lower-unsound-exp.f64N/A
lower-unsound-*.f64N/A
lower-unsound-log.f6436.2%
lift-*.f64N/A
count-2-revN/A
lower-+.f6436.2%
Applied rewrites36.2%
lift-log.f64N/A
lift-/.f64N/A
log-divN/A
lower-unsound--.f64N/A
lower-unsound-log.f64N/A
lower-unsound-log.f6422.5%
Applied rewrites22.5%
lift-*.f64N/A
*-commutativeN/A
lift--.f64N/A
sub-flipN/A
distribute-rgt-inN/A
fp-cancel-sub-signN/A
lower--.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower-*.f6422.4%
Applied rewrites22.4%
(FPCore (g a)
:precision binary64
(let* ((t_0 (+ (fabs a) (fabs a))) (t_1 (cbrt (/ (fabs g) (* 2.0 (fabs a))))))
(*
(copysign 1.0 g)
(*
(copysign 1.0 a)
(if (<= t_1 2e-107)
(exp
(fma
(log (* 0.5 (fabs g)))
0.3333333333333333
(* -0.3333333333333333 (log (fabs a)))))
(if (<= t_1 5e+98)
(cbrt (/ (fabs g) t_0))
(exp (* (- (log (fabs g)) (log t_0)) 0.3333333333333333))))))))double code(double g, double a) {
double t_0 = fabs(a) + fabs(a);
double t_1 = cbrt((fabs(g) / (2.0 * fabs(a))));
double tmp;
if (t_1 <= 2e-107) {
tmp = exp(fma(log((0.5 * fabs(g))), 0.3333333333333333, (-0.3333333333333333 * log(fabs(a)))));
} else if (t_1 <= 5e+98) {
tmp = cbrt((fabs(g) / t_0));
} else {
tmp = exp(((log(fabs(g)) - log(t_0)) * 0.3333333333333333));
}
return copysign(1.0, g) * (copysign(1.0, a) * tmp);
}
function code(g, a) t_0 = Float64(abs(a) + abs(a)) t_1 = cbrt(Float64(abs(g) / Float64(2.0 * abs(a)))) tmp = 0.0 if (t_1 <= 2e-107) tmp = exp(fma(log(Float64(0.5 * abs(g))), 0.3333333333333333, Float64(-0.3333333333333333 * log(abs(a))))); elseif (t_1 <= 5e+98) tmp = cbrt(Float64(abs(g) / t_0)); else tmp = exp(Float64(Float64(log(abs(g)) - log(t_0)) * 0.3333333333333333)); end return Float64(copysign(1.0, g) * Float64(copysign(1.0, a) * tmp)) end
code[g_, a_] := Block[{t$95$0 = N[(N[Abs[a], $MachinePrecision] + N[Abs[a], $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[Power[N[(N[Abs[g], $MachinePrecision] / N[(2.0 * N[Abs[a], $MachinePrecision]), $MachinePrecision]), $MachinePrecision], 1/3], $MachinePrecision]}, N[(N[With[{TMP1 = Abs[1.0], TMP2 = Sign[g]}, TMP1 * If[TMP2 == 0, 1, TMP2]], $MachinePrecision] * N[(N[With[{TMP1 = Abs[1.0], TMP2 = Sign[a]}, TMP1 * If[TMP2 == 0, 1, TMP2]], $MachinePrecision] * If[LessEqual[t$95$1, 2e-107], N[Exp[N[(N[Log[N[(0.5 * N[Abs[g], $MachinePrecision]), $MachinePrecision]], $MachinePrecision] * 0.3333333333333333 + N[(-0.3333333333333333 * N[Log[N[Abs[a], $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision], If[LessEqual[t$95$1, 5e+98], N[Power[N[(N[Abs[g], $MachinePrecision] / t$95$0), $MachinePrecision], 1/3], $MachinePrecision], N[Exp[N[(N[(N[Log[N[Abs[g], $MachinePrecision]], $MachinePrecision] - N[Log[t$95$0], $MachinePrecision]), $MachinePrecision] * 0.3333333333333333), $MachinePrecision]], $MachinePrecision]]]), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
t_0 := \left|a\right| + \left|a\right|\\
t_1 := \sqrt[3]{\frac{\left|g\right|}{2 \cdot \left|a\right|}}\\
\mathsf{copysign}\left(1, g\right) \cdot \left(\mathsf{copysign}\left(1, a\right) \cdot \begin{array}{l}
\mathbf{if}\;t\_1 \leq 2 \cdot 10^{-107}:\\
\;\;\;\;e^{\mathsf{fma}\left(\log \left(0.5 \cdot \left|g\right|\right), 0.3333333333333333, -0.3333333333333333 \cdot \log \left(\left|a\right|\right)\right)}\\
\mathbf{elif}\;t\_1 \leq 5 \cdot 10^{+98}:\\
\;\;\;\;\sqrt[3]{\frac{\left|g\right|}{t\_0}}\\
\mathbf{else}:\\
\;\;\;\;e^{\left(\log \left(\left|g\right|\right) - \log t\_0\right) \cdot 0.3333333333333333}\\
\end{array}\right)
\end{array}
if (cbrt.f64 (/.f64 g (*.f64 #s(literal 2 binary64) a))) < 2e-107Initial program 75.4%
lift-cbrt.f64N/A
pow1/3N/A
pow-to-expN/A
lower-unsound-exp.f64N/A
lower-unsound-*.f64N/A
lower-unsound-log.f6436.2%
lift-*.f64N/A
count-2-revN/A
lower-+.f6436.2%
Applied rewrites36.2%
lift-log.f64N/A
lift-/.f64N/A
lift-+.f64N/A
count-2N/A
associate-/r*N/A
log-divN/A
mult-flip-revN/A
metadata-evalN/A
*-commutativeN/A
lift-*.f64N/A
lower-unsound--.f64N/A
lower-unsound-log.f64N/A
lift-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower-unsound-log.f6422.5%
Applied rewrites22.5%
lift-*.f64N/A
*-commutativeN/A
lift--.f64N/A
sub-flipN/A
distribute-lft-inN/A
*-commutativeN/A
lower-fma.f64N/A
lift-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
distribute-rgt-neg-outN/A
lift-log.f64N/A
log-pow-revN/A
pow1/3N/A
log-recN/A
metadata-evalN/A
cbrt-divN/A
lift-/.f64N/A
lift-/.f64N/A
inv-powN/A
cbrt-powN/A
metadata-evalN/A
metadata-evalN/A
log-powN/A
lower-unsound-log.f64N/A
lower-unsound-*.f64N/A
Applied rewrites22.5%
if 2e-107 < (cbrt.f64 (/.f64 g (*.f64 #s(literal 2 binary64) a))) < 4.9999999999999998e98Initial program 75.4%
lift-*.f64N/A
count-2-revN/A
lower-+.f6475.4%
Applied rewrites75.4%
if 4.9999999999999998e98 < (cbrt.f64 (/.f64 g (*.f64 #s(literal 2 binary64) a))) Initial program 75.4%
lift-cbrt.f64N/A
pow1/3N/A
pow-to-expN/A
lower-unsound-exp.f64N/A
lower-unsound-*.f64N/A
lower-unsound-log.f6436.2%
lift-*.f64N/A
count-2-revN/A
lower-+.f6436.2%
Applied rewrites36.2%
lift-log.f64N/A
lift-/.f64N/A
log-divN/A
lower-unsound--.f64N/A
lower-unsound-log.f64N/A
lower-unsound-log.f6422.5%
Applied rewrites22.5%
(FPCore (g a)
:precision binary64
(let* ((t_0 (cbrt (/ (fabs g) (* 2.0 (fabs a))))) (t_1 (+ (fabs a) (fabs a))))
(*
(copysign 1.0 g)
(*
(copysign 1.0 a)
(if (<= t_0 2e-107)
(exp (* (- (log (* (fabs g) 0.5)) (log (fabs a))) 0.3333333333333333))
(if (<= t_0 5e+98)
(cbrt (/ (fabs g) t_1))
(exp (* (- (log (fabs g)) (log t_1)) 0.3333333333333333))))))))double code(double g, double a) {
double t_0 = cbrt((fabs(g) / (2.0 * fabs(a))));
double t_1 = fabs(a) + fabs(a);
double tmp;
if (t_0 <= 2e-107) {
tmp = exp(((log((fabs(g) * 0.5)) - log(fabs(a))) * 0.3333333333333333));
} else if (t_0 <= 5e+98) {
tmp = cbrt((fabs(g) / t_1));
} else {
tmp = exp(((log(fabs(g)) - log(t_1)) * 0.3333333333333333));
}
return copysign(1.0, g) * (copysign(1.0, a) * tmp);
}
public static double code(double g, double a) {
double t_0 = Math.cbrt((Math.abs(g) / (2.0 * Math.abs(a))));
double t_1 = Math.abs(a) + Math.abs(a);
double tmp;
if (t_0 <= 2e-107) {
tmp = Math.exp(((Math.log((Math.abs(g) * 0.5)) - Math.log(Math.abs(a))) * 0.3333333333333333));
} else if (t_0 <= 5e+98) {
tmp = Math.cbrt((Math.abs(g) / t_1));
} else {
tmp = Math.exp(((Math.log(Math.abs(g)) - Math.log(t_1)) * 0.3333333333333333));
}
return Math.copySign(1.0, g) * (Math.copySign(1.0, a) * tmp);
}
function code(g, a) t_0 = cbrt(Float64(abs(g) / Float64(2.0 * abs(a)))) t_1 = Float64(abs(a) + abs(a)) tmp = 0.0 if (t_0 <= 2e-107) tmp = exp(Float64(Float64(log(Float64(abs(g) * 0.5)) - log(abs(a))) * 0.3333333333333333)); elseif (t_0 <= 5e+98) tmp = cbrt(Float64(abs(g) / t_1)); else tmp = exp(Float64(Float64(log(abs(g)) - log(t_1)) * 0.3333333333333333)); end return Float64(copysign(1.0, g) * Float64(copysign(1.0, a) * tmp)) end
code[g_, a_] := Block[{t$95$0 = N[Power[N[(N[Abs[g], $MachinePrecision] / N[(2.0 * N[Abs[a], $MachinePrecision]), $MachinePrecision]), $MachinePrecision], 1/3], $MachinePrecision]}, Block[{t$95$1 = N[(N[Abs[a], $MachinePrecision] + N[Abs[a], $MachinePrecision]), $MachinePrecision]}, N[(N[With[{TMP1 = Abs[1.0], TMP2 = Sign[g]}, TMP1 * If[TMP2 == 0, 1, TMP2]], $MachinePrecision] * N[(N[With[{TMP1 = Abs[1.0], TMP2 = Sign[a]}, TMP1 * If[TMP2 == 0, 1, TMP2]], $MachinePrecision] * If[LessEqual[t$95$0, 2e-107], N[Exp[N[(N[(N[Log[N[(N[Abs[g], $MachinePrecision] * 0.5), $MachinePrecision]], $MachinePrecision] - N[Log[N[Abs[a], $MachinePrecision]], $MachinePrecision]), $MachinePrecision] * 0.3333333333333333), $MachinePrecision]], $MachinePrecision], If[LessEqual[t$95$0, 5e+98], N[Power[N[(N[Abs[g], $MachinePrecision] / t$95$1), $MachinePrecision], 1/3], $MachinePrecision], N[Exp[N[(N[(N[Log[N[Abs[g], $MachinePrecision]], $MachinePrecision] - N[Log[t$95$1], $MachinePrecision]), $MachinePrecision] * 0.3333333333333333), $MachinePrecision]], $MachinePrecision]]]), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
t_0 := \sqrt[3]{\frac{\left|g\right|}{2 \cdot \left|a\right|}}\\
t_1 := \left|a\right| + \left|a\right|\\
\mathsf{copysign}\left(1, g\right) \cdot \left(\mathsf{copysign}\left(1, a\right) \cdot \begin{array}{l}
\mathbf{if}\;t\_0 \leq 2 \cdot 10^{-107}:\\
\;\;\;\;e^{\left(\log \left(\left|g\right| \cdot 0.5\right) - \log \left(\left|a\right|\right)\right) \cdot 0.3333333333333333}\\
\mathbf{elif}\;t\_0 \leq 5 \cdot 10^{+98}:\\
\;\;\;\;\sqrt[3]{\frac{\left|g\right|}{t\_1}}\\
\mathbf{else}:\\
\;\;\;\;e^{\left(\log \left(\left|g\right|\right) - \log t\_1\right) \cdot 0.3333333333333333}\\
\end{array}\right)
\end{array}
if (cbrt.f64 (/.f64 g (*.f64 #s(literal 2 binary64) a))) < 2e-107Initial program 75.4%
lift-cbrt.f64N/A
pow1/3N/A
pow-to-expN/A
lower-unsound-exp.f64N/A
lower-unsound-*.f64N/A
lower-unsound-log.f6436.2%
lift-*.f64N/A
count-2-revN/A
lower-+.f6436.2%
Applied rewrites36.2%
lift-log.f64N/A
lift-/.f64N/A
lift-+.f64N/A
count-2N/A
associate-/r*N/A
log-divN/A
mult-flip-revN/A
metadata-evalN/A
*-commutativeN/A
lift-*.f64N/A
lower-unsound--.f64N/A
lower-unsound-log.f64N/A
lift-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower-unsound-log.f6422.5%
Applied rewrites22.5%
if 2e-107 < (cbrt.f64 (/.f64 g (*.f64 #s(literal 2 binary64) a))) < 4.9999999999999998e98Initial program 75.4%
lift-*.f64N/A
count-2-revN/A
lower-+.f6475.4%
Applied rewrites75.4%
if 4.9999999999999998e98 < (cbrt.f64 (/.f64 g (*.f64 #s(literal 2 binary64) a))) Initial program 75.4%
lift-cbrt.f64N/A
pow1/3N/A
pow-to-expN/A
lower-unsound-exp.f64N/A
lower-unsound-*.f64N/A
lower-unsound-log.f6436.2%
lift-*.f64N/A
count-2-revN/A
lower-+.f6436.2%
Applied rewrites36.2%
lift-log.f64N/A
lift-/.f64N/A
log-divN/A
lower-unsound--.f64N/A
lower-unsound-log.f64N/A
lower-unsound-log.f6422.5%
Applied rewrites22.5%
(FPCore (g a)
:precision binary64
(let* ((t_0 (+ (fabs a) (fabs a)))
(t_1 (exp (* (- (log (fabs g)) (log t_0)) 0.3333333333333333)))
(t_2 (cbrt (/ (fabs g) (* 2.0 (fabs a))))))
(*
(copysign 1.0 g)
(*
(copysign 1.0 a)
(if (<= t_2 2e-107)
t_1
(if (<= t_2 5e+98) (cbrt (/ (fabs g) t_0)) t_1))))))double code(double g, double a) {
double t_0 = fabs(a) + fabs(a);
double t_1 = exp(((log(fabs(g)) - log(t_0)) * 0.3333333333333333));
double t_2 = cbrt((fabs(g) / (2.0 * fabs(a))));
double tmp;
if (t_2 <= 2e-107) {
tmp = t_1;
} else if (t_2 <= 5e+98) {
tmp = cbrt((fabs(g) / t_0));
} else {
tmp = t_1;
}
return copysign(1.0, g) * (copysign(1.0, a) * tmp);
}
public static double code(double g, double a) {
double t_0 = Math.abs(a) + Math.abs(a);
double t_1 = Math.exp(((Math.log(Math.abs(g)) - Math.log(t_0)) * 0.3333333333333333));
double t_2 = Math.cbrt((Math.abs(g) / (2.0 * Math.abs(a))));
double tmp;
if (t_2 <= 2e-107) {
tmp = t_1;
} else if (t_2 <= 5e+98) {
tmp = Math.cbrt((Math.abs(g) / t_0));
} else {
tmp = t_1;
}
return Math.copySign(1.0, g) * (Math.copySign(1.0, a) * tmp);
}
function code(g, a) t_0 = Float64(abs(a) + abs(a)) t_1 = exp(Float64(Float64(log(abs(g)) - log(t_0)) * 0.3333333333333333)) t_2 = cbrt(Float64(abs(g) / Float64(2.0 * abs(a)))) tmp = 0.0 if (t_2 <= 2e-107) tmp = t_1; elseif (t_2 <= 5e+98) tmp = cbrt(Float64(abs(g) / t_0)); else tmp = t_1; end return Float64(copysign(1.0, g) * Float64(copysign(1.0, a) * tmp)) end
code[g_, a_] := Block[{t$95$0 = N[(N[Abs[a], $MachinePrecision] + N[Abs[a], $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[Exp[N[(N[(N[Log[N[Abs[g], $MachinePrecision]], $MachinePrecision] - N[Log[t$95$0], $MachinePrecision]), $MachinePrecision] * 0.3333333333333333), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$2 = N[Power[N[(N[Abs[g], $MachinePrecision] / N[(2.0 * N[Abs[a], $MachinePrecision]), $MachinePrecision]), $MachinePrecision], 1/3], $MachinePrecision]}, N[(N[With[{TMP1 = Abs[1.0], TMP2 = Sign[g]}, TMP1 * If[TMP2 == 0, 1, TMP2]], $MachinePrecision] * N[(N[With[{TMP1 = Abs[1.0], TMP2 = Sign[a]}, TMP1 * If[TMP2 == 0, 1, TMP2]], $MachinePrecision] * If[LessEqual[t$95$2, 2e-107], t$95$1, If[LessEqual[t$95$2, 5e+98], N[Power[N[(N[Abs[g], $MachinePrecision] / t$95$0), $MachinePrecision], 1/3], $MachinePrecision], t$95$1]]), $MachinePrecision]), $MachinePrecision]]]]
\begin{array}{l}
t_0 := \left|a\right| + \left|a\right|\\
t_1 := e^{\left(\log \left(\left|g\right|\right) - \log t\_0\right) \cdot 0.3333333333333333}\\
t_2 := \sqrt[3]{\frac{\left|g\right|}{2 \cdot \left|a\right|}}\\
\mathsf{copysign}\left(1, g\right) \cdot \left(\mathsf{copysign}\left(1, a\right) \cdot \begin{array}{l}
\mathbf{if}\;t\_2 \leq 2 \cdot 10^{-107}:\\
\;\;\;\;t\_1\\
\mathbf{elif}\;t\_2 \leq 5 \cdot 10^{+98}:\\
\;\;\;\;\sqrt[3]{\frac{\left|g\right|}{t\_0}}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}\right)
\end{array}
if (cbrt.f64 (/.f64 g (*.f64 #s(literal 2 binary64) a))) < 2e-107 or 4.9999999999999998e98 < (cbrt.f64 (/.f64 g (*.f64 #s(literal 2 binary64) a))) Initial program 75.4%
lift-cbrt.f64N/A
pow1/3N/A
pow-to-expN/A
lower-unsound-exp.f64N/A
lower-unsound-*.f64N/A
lower-unsound-log.f6436.2%
lift-*.f64N/A
count-2-revN/A
lower-+.f6436.2%
Applied rewrites36.2%
lift-log.f64N/A
lift-/.f64N/A
log-divN/A
lower-unsound--.f64N/A
lower-unsound-log.f64N/A
lower-unsound-log.f6422.5%
Applied rewrites22.5%
if 2e-107 < (cbrt.f64 (/.f64 g (*.f64 #s(literal 2 binary64) a))) < 4.9999999999999998e98Initial program 75.4%
lift-*.f64N/A
count-2-revN/A
lower-+.f6475.4%
Applied rewrites75.4%
(FPCore (g a) :precision binary64 (cbrt (/ g (+ a a))))
double code(double g, double a) {
return cbrt((g / (a + a)));
}
public static double code(double g, double a) {
return Math.cbrt((g / (a + a)));
}
function code(g, a) return cbrt(Float64(g / Float64(a + a))) end
code[g_, a_] := N[Power[N[(g / N[(a + a), $MachinePrecision]), $MachinePrecision], 1/3], $MachinePrecision]
\sqrt[3]{\frac{g}{a + a}}
Initial program 75.4%
lift-*.f64N/A
count-2-revN/A
lower-+.f6475.4%
Applied rewrites75.4%
herbie shell --seed 2025187
(FPCore (g a)
:name "2-ancestry mixing, zero discriminant"
:precision binary64
(cbrt (/ g (* 2.0 a))))