
(FPCore (x) :precision binary64 (- (cbrt (+ x 1.0)) (cbrt x)))
double code(double x) {
return cbrt((x + 1.0)) - cbrt(x);
}
public static double code(double x) {
return Math.cbrt((x + 1.0)) - Math.cbrt(x);
}
function code(x) return Float64(cbrt(Float64(x + 1.0)) - cbrt(x)) end
code[x_] := N[(N[Power[N[(x + 1.0), $MachinePrecision], 1/3], $MachinePrecision] - N[Power[x, 1/3], $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\sqrt[3]{x + 1} - \sqrt[3]{x}
\end{array}
Sampling outcomes in binary64 precision:
Herbie found 13 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (x) :precision binary64 (- (cbrt (+ x 1.0)) (cbrt x)))
double code(double x) {
return cbrt((x + 1.0)) - cbrt(x);
}
public static double code(double x) {
return Math.cbrt((x + 1.0)) - Math.cbrt(x);
}
function code(x) return Float64(cbrt(Float64(x + 1.0)) - cbrt(x)) end
code[x_] := N[(N[Power[N[(x + 1.0), $MachinePrecision], 1/3], $MachinePrecision] - N[Power[x, 1/3], $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\sqrt[3]{x + 1} - \sqrt[3]{x}
\end{array}
(FPCore (x)
:precision binary64
(let* ((t_0 (cbrt (+ 1.0 x))))
(if (<= (- t_0 (cbrt x)) 0.0)
(/ (* (cbrt (/ -1.0 x)) 0.3333333333333333) (cbrt (- x)))
(/ (- (+ 1.0 x) x) (fma (cbrt x) (+ t_0 (cbrt x)) (pow t_0 2.0))))))
double code(double x) {
double t_0 = cbrt((1.0 + x));
double tmp;
if ((t_0 - cbrt(x)) <= 0.0) {
tmp = (cbrt((-1.0 / x)) * 0.3333333333333333) / cbrt(-x);
} else {
tmp = ((1.0 + x) - x) / fma(cbrt(x), (t_0 + cbrt(x)), pow(t_0, 2.0));
}
return tmp;
}
function code(x) t_0 = cbrt(Float64(1.0 + x)) tmp = 0.0 if (Float64(t_0 - cbrt(x)) <= 0.0) tmp = Float64(Float64(cbrt(Float64(-1.0 / x)) * 0.3333333333333333) / cbrt(Float64(-x))); else tmp = Float64(Float64(Float64(1.0 + x) - x) / fma(cbrt(x), Float64(t_0 + cbrt(x)), (t_0 ^ 2.0))); end return tmp end
code[x_] := Block[{t$95$0 = N[Power[N[(1.0 + x), $MachinePrecision], 1/3], $MachinePrecision]}, If[LessEqual[N[(t$95$0 - N[Power[x, 1/3], $MachinePrecision]), $MachinePrecision], 0.0], N[(N[(N[Power[N[(-1.0 / x), $MachinePrecision], 1/3], $MachinePrecision] * 0.3333333333333333), $MachinePrecision] / N[Power[(-x), 1/3], $MachinePrecision]), $MachinePrecision], N[(N[(N[(1.0 + x), $MachinePrecision] - x), $MachinePrecision] / N[(N[Power[x, 1/3], $MachinePrecision] * N[(t$95$0 + N[Power[x, 1/3], $MachinePrecision]), $MachinePrecision] + N[Power[t$95$0, 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt[3]{1 + x}\\
\mathbf{if}\;t\_0 - \sqrt[3]{x} \leq 0:\\
\;\;\;\;\frac{\sqrt[3]{\frac{-1}{x}} \cdot 0.3333333333333333}{\sqrt[3]{-x}}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(1 + x\right) - x}{\mathsf{fma}\left(\sqrt[3]{x}, t\_0 + \sqrt[3]{x}, {t\_0}^{2}\right)}\\
\end{array}
\end{array}
if (-.f64 (cbrt.f64 (+.f64 x #s(literal 1 binary64))) (cbrt.f64 x)) < 0.0Initial program 4.2%
Taylor expanded in x around inf
*-commutativeN/A
lower-*.f64N/A
metadata-evalN/A
associate-*r/N/A
lower-cbrt.f64N/A
unpow2N/A
associate-/r*N/A
associate-*r/N/A
lower-/.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f6452.8
Applied rewrites52.8%
Applied rewrites98.4%
Applied rewrites98.5%
if 0.0 < (-.f64 (cbrt.f64 (+.f64 x #s(literal 1 binary64))) (cbrt.f64 x)) Initial program 52.1%
lift-cbrt.f64N/A
pow1/3N/A
sqr-powN/A
pow2N/A
lower-pow.f64N/A
lower-pow.f64N/A
metadata-eval50.1
Applied rewrites50.1%
lift-cbrt.f64N/A
pow1/3N/A
lower-pow.f6452.6
lift-+.f64N/A
+-commutativeN/A
lower-+.f6452.6
Applied rewrites52.6%
Applied rewrites98.8%
Final simplification98.5%
(FPCore (x)
:precision binary64
(let* ((t_0 (pow (cbrt x) -2.0)))
(if (<= x 3.9e+223)
(/
(/
(fma
(* (cbrt x) x)
0.3333333333333333
(fma 0.06172839506172839 t_0 (* -0.1111111111111111 (cbrt x))))
x)
x)
(* (/ 1.0 (/ 1.0 t_0)) 0.3333333333333333))))
double code(double x) {
double t_0 = pow(cbrt(x), -2.0);
double tmp;
if (x <= 3.9e+223) {
tmp = (fma((cbrt(x) * x), 0.3333333333333333, fma(0.06172839506172839, t_0, (-0.1111111111111111 * cbrt(x)))) / x) / x;
} else {
tmp = (1.0 / (1.0 / t_0)) * 0.3333333333333333;
}
return tmp;
}
function code(x) t_0 = cbrt(x) ^ -2.0 tmp = 0.0 if (x <= 3.9e+223) tmp = Float64(Float64(fma(Float64(cbrt(x) * x), 0.3333333333333333, fma(0.06172839506172839, t_0, Float64(-0.1111111111111111 * cbrt(x)))) / x) / x); else tmp = Float64(Float64(1.0 / Float64(1.0 / t_0)) * 0.3333333333333333); end return tmp end
code[x_] := Block[{t$95$0 = N[Power[N[Power[x, 1/3], $MachinePrecision], -2.0], $MachinePrecision]}, If[LessEqual[x, 3.9e+223], N[(N[(N[(N[(N[Power[x, 1/3], $MachinePrecision] * x), $MachinePrecision] * 0.3333333333333333 + N[(0.06172839506172839 * t$95$0 + N[(-0.1111111111111111 * N[Power[x, 1/3], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / x), $MachinePrecision] / x), $MachinePrecision], N[(N[(1.0 / N[(1.0 / t$95$0), $MachinePrecision]), $MachinePrecision] * 0.3333333333333333), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := {\left(\sqrt[3]{x}\right)}^{-2}\\
\mathbf{if}\;x \leq 3.9 \cdot 10^{+223}:\\
\;\;\;\;\frac{\frac{\mathsf{fma}\left(\sqrt[3]{x} \cdot x, 0.3333333333333333, \mathsf{fma}\left(0.06172839506172839, t\_0, -0.1111111111111111 \cdot \sqrt[3]{x}\right)\right)}{x}}{x}\\
\mathbf{else}:\\
\;\;\;\;\frac{1}{\frac{1}{t\_0}} \cdot 0.3333333333333333\\
\end{array}
\end{array}
if x < 3.8999999999999999e223Initial program 7.8%
Taylor expanded in x around inf
lower-/.f64N/A
Applied rewrites41.7%
Applied rewrites98.2%
if 3.8999999999999999e223 < x Initial program 5.1%
Taylor expanded in x around inf
*-commutativeN/A
lower-*.f64N/A
metadata-evalN/A
associate-*r/N/A
lower-cbrt.f64N/A
unpow2N/A
associate-/r*N/A
associate-*r/N/A
lower-/.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f645.1
Applied rewrites5.1%
Applied rewrites98.4%
Applied rewrites98.6%
(FPCore (x)
:precision binary64
(if (<= x 3e+143)
(/
(fma
(* (cbrt x) x)
0.3333333333333333
(fma
(cbrt (/ (/ 1.0 x) x))
0.06172839506172839
(* -0.1111111111111111 (cbrt x))))
(* x x))
(* (/ 0.3333333333333333 (cbrt (- x))) (cbrt (/ -1.0 x)))))
double code(double x) {
double tmp;
if (x <= 3e+143) {
tmp = fma((cbrt(x) * x), 0.3333333333333333, fma(cbrt(((1.0 / x) / x)), 0.06172839506172839, (-0.1111111111111111 * cbrt(x)))) / (x * x);
} else {
tmp = (0.3333333333333333 / cbrt(-x)) * cbrt((-1.0 / x));
}
return tmp;
}
function code(x) tmp = 0.0 if (x <= 3e+143) tmp = Float64(fma(Float64(cbrt(x) * x), 0.3333333333333333, fma(cbrt(Float64(Float64(1.0 / x) / x)), 0.06172839506172839, Float64(-0.1111111111111111 * cbrt(x)))) / Float64(x * x)); else tmp = Float64(Float64(0.3333333333333333 / cbrt(Float64(-x))) * cbrt(Float64(-1.0 / x))); end return tmp end
code[x_] := If[LessEqual[x, 3e+143], N[(N[(N[(N[Power[x, 1/3], $MachinePrecision] * x), $MachinePrecision] * 0.3333333333333333 + N[(N[Power[N[(N[(1.0 / x), $MachinePrecision] / x), $MachinePrecision], 1/3], $MachinePrecision] * 0.06172839506172839 + N[(-0.1111111111111111 * N[Power[x, 1/3], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(x * x), $MachinePrecision]), $MachinePrecision], N[(N[(0.3333333333333333 / N[Power[(-x), 1/3], $MachinePrecision]), $MachinePrecision] * N[Power[N[(-1.0 / x), $MachinePrecision], 1/3], $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x \leq 3 \cdot 10^{+143}:\\
\;\;\;\;\frac{\mathsf{fma}\left(\sqrt[3]{x} \cdot x, 0.3333333333333333, \mathsf{fma}\left(\sqrt[3]{\frac{\frac{1}{x}}{x}}, 0.06172839506172839, -0.1111111111111111 \cdot \sqrt[3]{x}\right)\right)}{x \cdot x}\\
\mathbf{else}:\\
\;\;\;\;\frac{0.3333333333333333}{\sqrt[3]{-x}} \cdot \sqrt[3]{\frac{-1}{x}}\\
\end{array}
\end{array}
if x < 3.0000000000000001e143Initial program 9.2%
Taylor expanded in x around inf
lower-/.f64N/A
Applied rewrites58.2%
Applied rewrites98.1%
if 3.0000000000000001e143 < x Initial program 4.8%
Taylor expanded in x around inf
*-commutativeN/A
lower-*.f64N/A
metadata-evalN/A
associate-*r/N/A
lower-cbrt.f64N/A
unpow2N/A
associate-/r*N/A
associate-*r/N/A
lower-/.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f6412.2
Applied rewrites12.2%
Applied rewrites98.4%
Applied rewrites98.5%
Final simplification98.3%
(FPCore (x)
:precision binary64
(if (<= x 3.9e+223)
(/
(- -1.0)
(*
(/
x
(fma (* (cbrt x) x) 0.3333333333333333 (* -0.1111111111111111 (cbrt x))))
x))
(* (/ 1.0 (/ 1.0 (pow (cbrt x) -2.0))) 0.3333333333333333)))
double code(double x) {
double tmp;
if (x <= 3.9e+223) {
tmp = -(-1.0) / ((x / fma((cbrt(x) * x), 0.3333333333333333, (-0.1111111111111111 * cbrt(x)))) * x);
} else {
tmp = (1.0 / (1.0 / pow(cbrt(x), -2.0))) * 0.3333333333333333;
}
return tmp;
}
function code(x) tmp = 0.0 if (x <= 3.9e+223) tmp = Float64(Float64(-(-1.0)) / Float64(Float64(x / fma(Float64(cbrt(x) * x), 0.3333333333333333, Float64(-0.1111111111111111 * cbrt(x)))) * x)); else tmp = Float64(Float64(1.0 / Float64(1.0 / (cbrt(x) ^ -2.0))) * 0.3333333333333333); end return tmp end
code[x_] := If[LessEqual[x, 3.9e+223], N[((--1.0) / N[(N[(x / N[(N[(N[Power[x, 1/3], $MachinePrecision] * x), $MachinePrecision] * 0.3333333333333333 + N[(-0.1111111111111111 * N[Power[x, 1/3], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * x), $MachinePrecision]), $MachinePrecision], N[(N[(1.0 / N[(1.0 / N[Power[N[Power[x, 1/3], $MachinePrecision], -2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * 0.3333333333333333), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x \leq 3.9 \cdot 10^{+223}:\\
\;\;\;\;\frac{--1}{\frac{x}{\mathsf{fma}\left(\sqrt[3]{x} \cdot x, 0.3333333333333333, -0.1111111111111111 \cdot \sqrt[3]{x}\right)} \cdot x}\\
\mathbf{else}:\\
\;\;\;\;\frac{1}{\frac{1}{{\left(\sqrt[3]{x}\right)}^{-2}}} \cdot 0.3333333333333333\\
\end{array}
\end{array}
if x < 3.8999999999999999e223Initial program 7.8%
lift-cbrt.f64N/A
pow1/3N/A
sqr-powN/A
pow2N/A
lower-pow.f64N/A
lower-pow.f64N/A
metadata-eval10.2
Applied rewrites10.2%
lift-cbrt.f64N/A
pow1/3N/A
lower-pow.f647.9
lift-+.f64N/A
+-commutativeN/A
lower-+.f647.9
Applied rewrites7.9%
Taylor expanded in x around inf
lower-/.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
lower-cbrt.f64N/A
lower-pow.f64N/A
lower-*.f64N/A
lower-cbrt.f64N/A
unpow2N/A
lower-*.f6441.5
Applied rewrites41.5%
Applied rewrites98.1%
if 3.8999999999999999e223 < x Initial program 5.1%
Taylor expanded in x around inf
*-commutativeN/A
lower-*.f64N/A
metadata-evalN/A
associate-*r/N/A
lower-cbrt.f64N/A
unpow2N/A
associate-/r*N/A
associate-*r/N/A
lower-/.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f645.1
Applied rewrites5.1%
Applied rewrites98.4%
Applied rewrites98.6%
Final simplification98.2%
(FPCore (x)
:precision binary64
(if (<= x 3.9e+223)
(/
(/
(fma (* (cbrt x) x) 0.3333333333333333 (* -0.1111111111111111 (cbrt x)))
x)
x)
(* (/ 1.0 (/ 1.0 (pow (cbrt x) -2.0))) 0.3333333333333333)))
double code(double x) {
double tmp;
if (x <= 3.9e+223) {
tmp = (fma((cbrt(x) * x), 0.3333333333333333, (-0.1111111111111111 * cbrt(x))) / x) / x;
} else {
tmp = (1.0 / (1.0 / pow(cbrt(x), -2.0))) * 0.3333333333333333;
}
return tmp;
}
function code(x) tmp = 0.0 if (x <= 3.9e+223) tmp = Float64(Float64(fma(Float64(cbrt(x) * x), 0.3333333333333333, Float64(-0.1111111111111111 * cbrt(x))) / x) / x); else tmp = Float64(Float64(1.0 / Float64(1.0 / (cbrt(x) ^ -2.0))) * 0.3333333333333333); end return tmp end
code[x_] := If[LessEqual[x, 3.9e+223], N[(N[(N[(N[(N[Power[x, 1/3], $MachinePrecision] * x), $MachinePrecision] * 0.3333333333333333 + N[(-0.1111111111111111 * N[Power[x, 1/3], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / x), $MachinePrecision] / x), $MachinePrecision], N[(N[(1.0 / N[(1.0 / N[Power[N[Power[x, 1/3], $MachinePrecision], -2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * 0.3333333333333333), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x \leq 3.9 \cdot 10^{+223}:\\
\;\;\;\;\frac{\frac{\mathsf{fma}\left(\sqrt[3]{x} \cdot x, 0.3333333333333333, -0.1111111111111111 \cdot \sqrt[3]{x}\right)}{x}}{x}\\
\mathbf{else}:\\
\;\;\;\;\frac{1}{\frac{1}{{\left(\sqrt[3]{x}\right)}^{-2}}} \cdot 0.3333333333333333\\
\end{array}
\end{array}
if x < 3.8999999999999999e223Initial program 7.8%
lift-cbrt.f64N/A
pow1/3N/A
sqr-powN/A
pow2N/A
lower-pow.f64N/A
lower-pow.f64N/A
metadata-eval10.2
Applied rewrites10.2%
lift-cbrt.f64N/A
pow1/3N/A
lower-pow.f647.9
lift-+.f64N/A
+-commutativeN/A
lower-+.f647.9
Applied rewrites7.9%
Taylor expanded in x around inf
lower-/.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
lower-cbrt.f64N/A
lower-pow.f64N/A
lower-*.f64N/A
lower-cbrt.f64N/A
unpow2N/A
lower-*.f6441.5
Applied rewrites41.5%
Applied rewrites98.0%
if 3.8999999999999999e223 < x Initial program 5.1%
Taylor expanded in x around inf
*-commutativeN/A
lower-*.f64N/A
metadata-evalN/A
associate-*r/N/A
lower-cbrt.f64N/A
unpow2N/A
associate-/r*N/A
associate-*r/N/A
lower-/.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f645.1
Applied rewrites5.1%
Applied rewrites98.4%
Applied rewrites98.6%
Final simplification98.2%
(FPCore (x) :precision binary64 (/ (* (cbrt (/ -1.0 x)) 0.3333333333333333) (cbrt (- x))))
double code(double x) {
return (cbrt((-1.0 / x)) * 0.3333333333333333) / cbrt(-x);
}
public static double code(double x) {
return (Math.cbrt((-1.0 / x)) * 0.3333333333333333) / Math.cbrt(-x);
}
function code(x) return Float64(Float64(cbrt(Float64(-1.0 / x)) * 0.3333333333333333) / cbrt(Float64(-x))) end
code[x_] := N[(N[(N[Power[N[(-1.0 / x), $MachinePrecision], 1/3], $MachinePrecision] * 0.3333333333333333), $MachinePrecision] / N[Power[(-x), 1/3], $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\frac{\sqrt[3]{\frac{-1}{x}} \cdot 0.3333333333333333}{\sqrt[3]{-x}}
\end{array}
Initial program 7.0%
Taylor expanded in x around inf
*-commutativeN/A
lower-*.f64N/A
metadata-evalN/A
associate-*r/N/A
lower-cbrt.f64N/A
unpow2N/A
associate-/r*N/A
associate-*r/N/A
lower-/.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f6453.6
Applied rewrites53.6%
Applied rewrites96.6%
Applied rewrites96.6%
Final simplification96.6%
(FPCore (x) :precision binary64 (* (/ (/ 1.0 (cbrt x)) (cbrt x)) 0.3333333333333333))
double code(double x) {
return ((1.0 / cbrt(x)) / cbrt(x)) * 0.3333333333333333;
}
public static double code(double x) {
return ((1.0 / Math.cbrt(x)) / Math.cbrt(x)) * 0.3333333333333333;
}
function code(x) return Float64(Float64(Float64(1.0 / cbrt(x)) / cbrt(x)) * 0.3333333333333333) end
code[x_] := N[(N[(N[(1.0 / N[Power[x, 1/3], $MachinePrecision]), $MachinePrecision] / N[Power[x, 1/3], $MachinePrecision]), $MachinePrecision] * 0.3333333333333333), $MachinePrecision]
\begin{array}{l}
\\
\frac{\frac{1}{\sqrt[3]{x}}}{\sqrt[3]{x}} \cdot 0.3333333333333333
\end{array}
Initial program 7.0%
Taylor expanded in x around inf
*-commutativeN/A
lower-*.f64N/A
metadata-evalN/A
associate-*r/N/A
lower-cbrt.f64N/A
unpow2N/A
associate-/r*N/A
associate-*r/N/A
lower-/.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f6453.6
Applied rewrites53.6%
Applied rewrites96.5%
Applied rewrites96.6%
(FPCore (x) :precision binary64 (* (pow (cbrt x) -2.0) 0.3333333333333333))
double code(double x) {
return pow(cbrt(x), -2.0) * 0.3333333333333333;
}
public static double code(double x) {
return Math.pow(Math.cbrt(x), -2.0) * 0.3333333333333333;
}
function code(x) return Float64((cbrt(x) ^ -2.0) * 0.3333333333333333) end
code[x_] := N[(N[Power[N[Power[x, 1/3], $MachinePrecision], -2.0], $MachinePrecision] * 0.3333333333333333), $MachinePrecision]
\begin{array}{l}
\\
{\left(\sqrt[3]{x}\right)}^{-2} \cdot 0.3333333333333333
\end{array}
Initial program 7.0%
Taylor expanded in x around inf
*-commutativeN/A
lower-*.f64N/A
metadata-evalN/A
associate-*r/N/A
lower-cbrt.f64N/A
unpow2N/A
associate-/r*N/A
associate-*r/N/A
lower-/.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f6453.6
Applied rewrites53.6%
Applied rewrites96.6%
(FPCore (x) :precision binary64 (if (<= x 1.35e+154) (/ 0.3333333333333333 (cbrt (/ (- x) (/ -1.0 x)))) (* (pow x -0.6666666666666666) 0.3333333333333333)))
double code(double x) {
double tmp;
if (x <= 1.35e+154) {
tmp = 0.3333333333333333 / cbrt((-x / (-1.0 / x)));
} else {
tmp = pow(x, -0.6666666666666666) * 0.3333333333333333;
}
return tmp;
}
public static double code(double x) {
double tmp;
if (x <= 1.35e+154) {
tmp = 0.3333333333333333 / Math.cbrt((-x / (-1.0 / x)));
} else {
tmp = Math.pow(x, -0.6666666666666666) * 0.3333333333333333;
}
return tmp;
}
function code(x) tmp = 0.0 if (x <= 1.35e+154) tmp = Float64(0.3333333333333333 / cbrt(Float64(Float64(-x) / Float64(-1.0 / x)))); else tmp = Float64((x ^ -0.6666666666666666) * 0.3333333333333333); end return tmp end
code[x_] := If[LessEqual[x, 1.35e+154], N[(0.3333333333333333 / N[Power[N[((-x) / N[(-1.0 / x), $MachinePrecision]), $MachinePrecision], 1/3], $MachinePrecision]), $MachinePrecision], N[(N[Power[x, -0.6666666666666666], $MachinePrecision] * 0.3333333333333333), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x \leq 1.35 \cdot 10^{+154}:\\
\;\;\;\;\frac{0.3333333333333333}{\sqrt[3]{\frac{-x}{\frac{-1}{x}}}}\\
\mathbf{else}:\\
\;\;\;\;{x}^{-0.6666666666666666} \cdot 0.3333333333333333\\
\end{array}
\end{array}
if x < 1.35000000000000003e154Initial program 8.9%
Taylor expanded in x around inf
*-commutativeN/A
lower-*.f64N/A
metadata-evalN/A
associate-*r/N/A
lower-cbrt.f64N/A
unpow2N/A
associate-/r*N/A
associate-*r/N/A
lower-/.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f6495.1
Applied rewrites95.1%
Applied rewrites94.9%
Applied rewrites95.4%
if 1.35000000000000003e154 < x Initial program 4.8%
Taylor expanded in x around inf
*-commutativeN/A
lower-*.f64N/A
metadata-evalN/A
associate-*r/N/A
lower-cbrt.f64N/A
unpow2N/A
associate-/r*N/A
associate-*r/N/A
lower-/.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f646.5
Applied rewrites6.5%
Applied rewrites89.0%
(FPCore (x) :precision binary64 (if (<= x 1.35e+154) (* (/ 1.0 (cbrt (* x x))) 0.3333333333333333) (* (pow x -0.6666666666666666) 0.3333333333333333)))
double code(double x) {
double tmp;
if (x <= 1.35e+154) {
tmp = (1.0 / cbrt((x * x))) * 0.3333333333333333;
} else {
tmp = pow(x, -0.6666666666666666) * 0.3333333333333333;
}
return tmp;
}
public static double code(double x) {
double tmp;
if (x <= 1.35e+154) {
tmp = (1.0 / Math.cbrt((x * x))) * 0.3333333333333333;
} else {
tmp = Math.pow(x, -0.6666666666666666) * 0.3333333333333333;
}
return tmp;
}
function code(x) tmp = 0.0 if (x <= 1.35e+154) tmp = Float64(Float64(1.0 / cbrt(Float64(x * x))) * 0.3333333333333333); else tmp = Float64((x ^ -0.6666666666666666) * 0.3333333333333333); end return tmp end
code[x_] := If[LessEqual[x, 1.35e+154], N[(N[(1.0 / N[Power[N[(x * x), $MachinePrecision], 1/3], $MachinePrecision]), $MachinePrecision] * 0.3333333333333333), $MachinePrecision], N[(N[Power[x, -0.6666666666666666], $MachinePrecision] * 0.3333333333333333), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x \leq 1.35 \cdot 10^{+154}:\\
\;\;\;\;\frac{1}{\sqrt[3]{x \cdot x}} \cdot 0.3333333333333333\\
\mathbf{else}:\\
\;\;\;\;{x}^{-0.6666666666666666} \cdot 0.3333333333333333\\
\end{array}
\end{array}
if x < 1.35000000000000003e154Initial program 8.9%
Taylor expanded in x around inf
*-commutativeN/A
lower-*.f64N/A
metadata-evalN/A
associate-*r/N/A
lower-cbrt.f64N/A
unpow2N/A
associate-/r*N/A
associate-*r/N/A
lower-/.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f6495.1
Applied rewrites95.1%
Applied rewrites94.9%
Applied rewrites95.3%
if 1.35000000000000003e154 < x Initial program 4.8%
Taylor expanded in x around inf
*-commutativeN/A
lower-*.f64N/A
metadata-evalN/A
associate-*r/N/A
lower-cbrt.f64N/A
unpow2N/A
associate-/r*N/A
associate-*r/N/A
lower-/.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f646.5
Applied rewrites6.5%
Applied rewrites89.0%
(FPCore (x) :precision binary64 (if (<= x 1.35e+154) (* (cbrt (/ 1.0 (* x x))) 0.3333333333333333) (* (pow x -0.6666666666666666) 0.3333333333333333)))
double code(double x) {
double tmp;
if (x <= 1.35e+154) {
tmp = cbrt((1.0 / (x * x))) * 0.3333333333333333;
} else {
tmp = pow(x, -0.6666666666666666) * 0.3333333333333333;
}
return tmp;
}
public static double code(double x) {
double tmp;
if (x <= 1.35e+154) {
tmp = Math.cbrt((1.0 / (x * x))) * 0.3333333333333333;
} else {
tmp = Math.pow(x, -0.6666666666666666) * 0.3333333333333333;
}
return tmp;
}
function code(x) tmp = 0.0 if (x <= 1.35e+154) tmp = Float64(cbrt(Float64(1.0 / Float64(x * x))) * 0.3333333333333333); else tmp = Float64((x ^ -0.6666666666666666) * 0.3333333333333333); end return tmp end
code[x_] := If[LessEqual[x, 1.35e+154], N[(N[Power[N[(1.0 / N[(x * x), $MachinePrecision]), $MachinePrecision], 1/3], $MachinePrecision] * 0.3333333333333333), $MachinePrecision], N[(N[Power[x, -0.6666666666666666], $MachinePrecision] * 0.3333333333333333), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x \leq 1.35 \cdot 10^{+154}:\\
\;\;\;\;\sqrt[3]{\frac{1}{x \cdot x}} \cdot 0.3333333333333333\\
\mathbf{else}:\\
\;\;\;\;{x}^{-0.6666666666666666} \cdot 0.3333333333333333\\
\end{array}
\end{array}
if x < 1.35000000000000003e154Initial program 8.9%
Taylor expanded in x around inf
*-commutativeN/A
lower-*.f64N/A
metadata-evalN/A
associate-*r/N/A
lower-cbrt.f64N/A
unpow2N/A
associate-/r*N/A
associate-*r/N/A
lower-/.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f6495.1
Applied rewrites95.1%
Applied rewrites95.1%
if 1.35000000000000003e154 < x Initial program 4.8%
Taylor expanded in x around inf
*-commutativeN/A
lower-*.f64N/A
metadata-evalN/A
associate-*r/N/A
lower-cbrt.f64N/A
unpow2N/A
associate-/r*N/A
associate-*r/N/A
lower-/.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f646.5
Applied rewrites6.5%
Applied rewrites89.0%
(FPCore (x) :precision binary64 (* (pow x -0.6666666666666666) 0.3333333333333333))
double code(double x) {
return pow(x, -0.6666666666666666) * 0.3333333333333333;
}
real(8) function code(x)
real(8), intent (in) :: x
code = (x ** (-0.6666666666666666d0)) * 0.3333333333333333d0
end function
public static double code(double x) {
return Math.pow(x, -0.6666666666666666) * 0.3333333333333333;
}
def code(x): return math.pow(x, -0.6666666666666666) * 0.3333333333333333
function code(x) return Float64((x ^ -0.6666666666666666) * 0.3333333333333333) end
function tmp = code(x) tmp = (x ^ -0.6666666666666666) * 0.3333333333333333; end
code[x_] := N[(N[Power[x, -0.6666666666666666], $MachinePrecision] * 0.3333333333333333), $MachinePrecision]
\begin{array}{l}
\\
{x}^{-0.6666666666666666} \cdot 0.3333333333333333
\end{array}
Initial program 7.0%
Taylor expanded in x around inf
*-commutativeN/A
lower-*.f64N/A
metadata-evalN/A
associate-*r/N/A
lower-cbrt.f64N/A
unpow2N/A
associate-/r*N/A
associate-*r/N/A
lower-/.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f6453.6
Applied rewrites53.6%
Applied rewrites89.0%
(FPCore (x) :precision binary64 0.0)
double code(double x) {
return 0.0;
}
real(8) function code(x)
real(8), intent (in) :: x
code = 0.0d0
end function
public static double code(double x) {
return 0.0;
}
def code(x): return 0.0
function code(x) return 0.0 end
function tmp = code(x) tmp = 0.0; end
code[x_] := 0.0
\begin{array}{l}
\\
0
\end{array}
Initial program 7.0%
unpow1N/A
metadata-evalN/A
pow-powN/A
pow-to-expN/A
pow-expN/A
*-commutativeN/A
exp-prodN/A
lower-pow.f64N/A
lower-exp.f64N/A
rem-log-expN/A
pow-to-expN/A
lift-cbrt.f64N/A
rem-cube-cbrtN/A
lift-+.f64N/A
+-commutativeN/A
lower-log1p.f645.6
Applied rewrites5.6%
Taylor expanded in x around inf
Applied rewrites4.1%
(FPCore (x) :precision binary64 (let* ((t_0 (cbrt (+ x 1.0)))) (/ 1.0 (+ (+ (* t_0 t_0) (* (cbrt x) t_0)) (* (cbrt x) (cbrt x))))))
double code(double x) {
double t_0 = cbrt((x + 1.0));
return 1.0 / (((t_0 * t_0) + (cbrt(x) * t_0)) + (cbrt(x) * cbrt(x)));
}
public static double code(double x) {
double t_0 = Math.cbrt((x + 1.0));
return 1.0 / (((t_0 * t_0) + (Math.cbrt(x) * t_0)) + (Math.cbrt(x) * Math.cbrt(x)));
}
function code(x) t_0 = cbrt(Float64(x + 1.0)) return Float64(1.0 / Float64(Float64(Float64(t_0 * t_0) + Float64(cbrt(x) * t_0)) + Float64(cbrt(x) * cbrt(x)))) end
code[x_] := Block[{t$95$0 = N[Power[N[(x + 1.0), $MachinePrecision], 1/3], $MachinePrecision]}, N[(1.0 / N[(N[(N[(t$95$0 * t$95$0), $MachinePrecision] + N[(N[Power[x, 1/3], $MachinePrecision] * t$95$0), $MachinePrecision]), $MachinePrecision] + N[(N[Power[x, 1/3], $MachinePrecision] * N[Power[x, 1/3], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt[3]{x + 1}\\
\frac{1}{\left(t\_0 \cdot t\_0 + \sqrt[3]{x} \cdot t\_0\right) + \sqrt[3]{x} \cdot \sqrt[3]{x}}
\end{array}
\end{array}
herbie shell --seed 2024242
(FPCore (x)
:name "2cbrt (problem 3.3.4)"
:precision binary64
:pre (and (> x 1.0) (< x 1e+308))
:alt
(! :herbie-platform default (/ 1 (+ (* (cbrt (+ x 1)) (cbrt (+ x 1))) (* (cbrt x) (cbrt (+ x 1))) (* (cbrt x) (cbrt x)))))
(- (cbrt (+ x 1.0)) (cbrt x)))