
(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 15 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
(/
1.0
(*
x
(+
(cbrt (+ (pow (pow x -0.25) 4.0) (/ 2.0 (* x x))))
(+
(cbrt (fma (pow x -0.5) (pow x -0.5) (/ 1.0 (* x x))))
(cbrt (/ 1.0 x)))))))
double code(double x) {
return 1.0 / (x * (cbrt((pow(pow(x, -0.25), 4.0) + (2.0 / (x * x)))) + (cbrt(fma(pow(x, -0.5), pow(x, -0.5), (1.0 / (x * x)))) + cbrt((1.0 / x)))));
}
function code(x) return Float64(1.0 / Float64(x * Float64(cbrt(Float64(((x ^ -0.25) ^ 4.0) + Float64(2.0 / Float64(x * x)))) + Float64(cbrt(fma((x ^ -0.5), (x ^ -0.5), Float64(1.0 / Float64(x * x)))) + cbrt(Float64(1.0 / x)))))) end
code[x_] := N[(1.0 / N[(x * N[(N[Power[N[(N[Power[N[Power[x, -0.25], $MachinePrecision], 4.0], $MachinePrecision] + N[(2.0 / N[(x * x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], 1/3], $MachinePrecision] + N[(N[Power[N[(N[Power[x, -0.5], $MachinePrecision] * N[Power[x, -0.5], $MachinePrecision] + N[(1.0 / N[(x * x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], 1/3], $MachinePrecision] + N[Power[N[(1.0 / x), $MachinePrecision], 1/3], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\frac{1}{x \cdot \left(\sqrt[3]{{\left({x}^{-0.25}\right)}^{4} + \frac{2}{x \cdot x}} + \left(\sqrt[3]{\mathsf{fma}\left({x}^{-0.5}, {x}^{-0.5}, \frac{1}{x \cdot x}\right)} + \sqrt[3]{\frac{1}{x}}\right)\right)}
\end{array}
Initial program 5.9%
Applied rewrites7.8%
Taylor expanded in x around inf
lower-/.f64N/A
lower-*.f64N/A
lower-+.f64N/A
lower-cbrt.f64N/A
lower-+.f64N/A
lower-/.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f64N/A
unpow2N/A
lower-*.f64N/A
lower-+.f64N/A
Applied rewrites98.4%
lift-*.f64N/A
lift-/.f64N/A
lift-/.f64N/A
+-commutativeN/A
rem-cube-cbrtN/A
lift-cbrt.f64N/A
sqr-powN/A
lower-fma.f64N/A
Applied rewrites98.5%
inv-powN/A
metadata-evalN/A
pow-powN/A
sqr-powN/A
pow2N/A
pow-powN/A
lower-pow.f64N/A
lower-pow.f64N/A
metadata-evalN/A
metadata-eval98.5
Applied rewrites98.5%
(FPCore (x)
:precision binary64
(/
1.0
(*
x
(+
(+ (cbrt (fma (pow x -0.5) (pow x -0.5) (/ 1.0 (* x x)))) (cbrt (/ 1.0 x)))
(cbrt (+ (/ 2.0 (* x x)) (pow x -1.0)))))))
double code(double x) {
return 1.0 / (x * ((cbrt(fma(pow(x, -0.5), pow(x, -0.5), (1.0 / (x * x)))) + cbrt((1.0 / x))) + cbrt(((2.0 / (x * x)) + pow(x, -1.0)))));
}
function code(x) return Float64(1.0 / Float64(x * Float64(Float64(cbrt(fma((x ^ -0.5), (x ^ -0.5), Float64(1.0 / Float64(x * x)))) + cbrt(Float64(1.0 / x))) + cbrt(Float64(Float64(2.0 / Float64(x * x)) + (x ^ -1.0)))))) end
code[x_] := N[(1.0 / N[(x * N[(N[(N[Power[N[(N[Power[x, -0.5], $MachinePrecision] * N[Power[x, -0.5], $MachinePrecision] + N[(1.0 / N[(x * x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], 1/3], $MachinePrecision] + N[Power[N[(1.0 / x), $MachinePrecision], 1/3], $MachinePrecision]), $MachinePrecision] + N[Power[N[(N[(2.0 / N[(x * x), $MachinePrecision]), $MachinePrecision] + N[Power[x, -1.0], $MachinePrecision]), $MachinePrecision], 1/3], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\frac{1}{x \cdot \left(\left(\sqrt[3]{\mathsf{fma}\left({x}^{-0.5}, {x}^{-0.5}, \frac{1}{x \cdot x}\right)} + \sqrt[3]{\frac{1}{x}}\right) + \sqrt[3]{\frac{2}{x \cdot x} + {x}^{-1}}\right)}
\end{array}
Initial program 5.9%
Applied rewrites7.8%
Taylor expanded in x around inf
lower-/.f64N/A
lower-*.f64N/A
lower-+.f64N/A
lower-cbrt.f64N/A
lower-+.f64N/A
lower-/.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f64N/A
unpow2N/A
lower-*.f64N/A
lower-+.f64N/A
Applied rewrites98.4%
lift-*.f64N/A
lift-/.f64N/A
lift-/.f64N/A
+-commutativeN/A
rem-cube-cbrtN/A
lift-cbrt.f64N/A
sqr-powN/A
lower-fma.f64N/A
Applied rewrites98.5%
inv-powN/A
lower-pow.f6498.5
Applied rewrites98.5%
Final simplification98.5%
(FPCore (x)
:precision binary64
(/
1.0
(*
x
(+
(+ (cbrt (fma (pow x -0.5) (pow x -0.5) (/ 1.0 (* x x)))) (cbrt (/ 1.0 x)))
(cbrt (+ (/ 2.0 (* x x)) (/ 1.0 x)))))))
double code(double x) {
return 1.0 / (x * ((cbrt(fma(pow(x, -0.5), pow(x, -0.5), (1.0 / (x * x)))) + cbrt((1.0 / x))) + cbrt(((2.0 / (x * x)) + (1.0 / x)))));
}
function code(x) return Float64(1.0 / Float64(x * Float64(Float64(cbrt(fma((x ^ -0.5), (x ^ -0.5), Float64(1.0 / Float64(x * x)))) + cbrt(Float64(1.0 / x))) + cbrt(Float64(Float64(2.0 / Float64(x * x)) + Float64(1.0 / x)))))) end
code[x_] := N[(1.0 / N[(x * N[(N[(N[Power[N[(N[Power[x, -0.5], $MachinePrecision] * N[Power[x, -0.5], $MachinePrecision] + N[(1.0 / N[(x * x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], 1/3], $MachinePrecision] + N[Power[N[(1.0 / x), $MachinePrecision], 1/3], $MachinePrecision]), $MachinePrecision] + N[Power[N[(N[(2.0 / N[(x * x), $MachinePrecision]), $MachinePrecision] + N[(1.0 / x), $MachinePrecision]), $MachinePrecision], 1/3], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\frac{1}{x \cdot \left(\left(\sqrt[3]{\mathsf{fma}\left({x}^{-0.5}, {x}^{-0.5}, \frac{1}{x \cdot x}\right)} + \sqrt[3]{\frac{1}{x}}\right) + \sqrt[3]{\frac{2}{x \cdot x} + \frac{1}{x}}\right)}
\end{array}
Initial program 5.9%
Applied rewrites7.8%
Taylor expanded in x around inf
lower-/.f64N/A
lower-*.f64N/A
lower-+.f64N/A
lower-cbrt.f64N/A
lower-+.f64N/A
lower-/.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f64N/A
unpow2N/A
lower-*.f64N/A
lower-+.f64N/A
Applied rewrites98.4%
lift-*.f64N/A
lift-/.f64N/A
lift-/.f64N/A
+-commutativeN/A
rem-cube-cbrtN/A
lift-cbrt.f64N/A
sqr-powN/A
lower-fma.f64N/A
Applied rewrites98.5%
Final simplification98.5%
(FPCore (x)
:precision binary64
(/
1.0
(*
x
(+
(cbrt (+ (/ 2.0 (* x x)) (/ 1.0 x)))
(+ (cbrt (/ 1.0 x)) (cbrt (+ (/ 1.0 (* x x)) (/ 1.0 x))))))))
double code(double x) {
return 1.0 / (x * (cbrt(((2.0 / (x * x)) + (1.0 / x))) + (cbrt((1.0 / x)) + cbrt(((1.0 / (x * x)) + (1.0 / x))))));
}
public static double code(double x) {
return 1.0 / (x * (Math.cbrt(((2.0 / (x * x)) + (1.0 / x))) + (Math.cbrt((1.0 / x)) + Math.cbrt(((1.0 / (x * x)) + (1.0 / x))))));
}
function code(x) return Float64(1.0 / Float64(x * Float64(cbrt(Float64(Float64(2.0 / Float64(x * x)) + Float64(1.0 / x))) + Float64(cbrt(Float64(1.0 / x)) + cbrt(Float64(Float64(1.0 / Float64(x * x)) + Float64(1.0 / x))))))) end
code[x_] := N[(1.0 / N[(x * N[(N[Power[N[(N[(2.0 / N[(x * x), $MachinePrecision]), $MachinePrecision] + N[(1.0 / x), $MachinePrecision]), $MachinePrecision], 1/3], $MachinePrecision] + N[(N[Power[N[(1.0 / x), $MachinePrecision], 1/3], $MachinePrecision] + N[Power[N[(N[(1.0 / N[(x * x), $MachinePrecision]), $MachinePrecision] + N[(1.0 / x), $MachinePrecision]), $MachinePrecision], 1/3], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\frac{1}{x \cdot \left(\sqrt[3]{\frac{2}{x \cdot x} + \frac{1}{x}} + \left(\sqrt[3]{\frac{1}{x}} + \sqrt[3]{\frac{1}{x \cdot x} + \frac{1}{x}}\right)\right)}
\end{array}
Initial program 5.9%
Applied rewrites7.8%
Taylor expanded in x around inf
lower-/.f64N/A
lower-*.f64N/A
lower-+.f64N/A
lower-cbrt.f64N/A
lower-+.f64N/A
lower-/.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f64N/A
unpow2N/A
lower-*.f64N/A
lower-+.f64N/A
Applied rewrites98.4%
Final simplification98.4%
(FPCore (x) :precision binary64 (let* ((t_0 (cbrt (/ 1.0 x)))) (/ 1.0 (* x (+ t_0 (+ t_0 (cbrt (+ (/ 1.0 (* x x)) (/ 1.0 x)))))))))
double code(double x) {
double t_0 = cbrt((1.0 / x));
return 1.0 / (x * (t_0 + (t_0 + cbrt(((1.0 / (x * x)) + (1.0 / x))))));
}
public static double code(double x) {
double t_0 = Math.cbrt((1.0 / x));
return 1.0 / (x * (t_0 + (t_0 + Math.cbrt(((1.0 / (x * x)) + (1.0 / x))))));
}
function code(x) t_0 = cbrt(Float64(1.0 / x)) return Float64(1.0 / Float64(x * Float64(t_0 + Float64(t_0 + cbrt(Float64(Float64(1.0 / Float64(x * x)) + Float64(1.0 / x))))))) end
code[x_] := Block[{t$95$0 = N[Power[N[(1.0 / x), $MachinePrecision], 1/3], $MachinePrecision]}, N[(1.0 / N[(x * N[(t$95$0 + N[(t$95$0 + N[Power[N[(N[(1.0 / N[(x * x), $MachinePrecision]), $MachinePrecision] + N[(1.0 / x), $MachinePrecision]), $MachinePrecision], 1/3], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt[3]{\frac{1}{x}}\\
\frac{1}{x \cdot \left(t\_0 + \left(t\_0 + \sqrt[3]{\frac{1}{x \cdot x} + \frac{1}{x}}\right)\right)}
\end{array}
\end{array}
Initial program 5.9%
Applied rewrites7.8%
Taylor expanded in x around inf
lower-/.f64N/A
lower-*.f64N/A
lower-+.f64N/A
lower-cbrt.f64N/A
lower-+.f64N/A
lower-/.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f64N/A
unpow2N/A
lower-*.f64N/A
lower-+.f64N/A
Applied rewrites98.4%
Taylor expanded in x around inf
lower-/.f6497.7
Applied rewrites97.7%
Final simplification97.7%
(FPCore (x) :precision binary64 (* 0.3333333333333333 (pow (cbrt x) -2.0)))
double code(double x) {
return 0.3333333333333333 * pow(cbrt(x), -2.0);
}
public static double code(double x) {
return 0.3333333333333333 * Math.pow(Math.cbrt(x), -2.0);
}
function code(x) return Float64(0.3333333333333333 * (cbrt(x) ^ -2.0)) end
code[x_] := N[(0.3333333333333333 * N[Power[N[Power[x, 1/3], $MachinePrecision], -2.0], $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
0.3333333333333333 \cdot {\left(\sqrt[3]{x}\right)}^{-2}
\end{array}
Initial program 5.9%
Taylor expanded in x around inf
lower-*.f64N/A
metadata-evalN/A
associate-*r/N/A
lower-cbrt.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f64N/A
unpow2N/A
lower-*.f6449.8
Applied rewrites49.8%
lift-*.f64N/A
cbrt-divN/A
metadata-evalN/A
inv-powN/A
pow1/3N/A
pow1/3N/A
lift-*.f64N/A
cbrt-prodN/A
lift-cbrt.f64N/A
lift-cbrt.f64N/A
pow2N/A
pow-powN/A
lower-pow.f64N/A
metadata-eval97.3
Applied rewrites97.3%
(FPCore (x) :precision binary64 (if (<= x 1.35e+154) (* 0.3333333333333333 (/ 1.0 (cbrt (* (/ x -1.0) (/ 1.0 (/ -1.0 x)))))) (* 0.3333333333333333 (/ 1.0 (* x (pow x -0.3333333333333333))))))
double code(double x) {
double tmp;
if (x <= 1.35e+154) {
tmp = 0.3333333333333333 * (1.0 / cbrt(((x / -1.0) * (1.0 / (-1.0 / x)))));
} else {
tmp = 0.3333333333333333 * (1.0 / (x * pow(x, -0.3333333333333333)));
}
return tmp;
}
public static double code(double x) {
double tmp;
if (x <= 1.35e+154) {
tmp = 0.3333333333333333 * (1.0 / Math.cbrt(((x / -1.0) * (1.0 / (-1.0 / x)))));
} else {
tmp = 0.3333333333333333 * (1.0 / (x * Math.pow(x, -0.3333333333333333)));
}
return tmp;
}
function code(x) tmp = 0.0 if (x <= 1.35e+154) tmp = Float64(0.3333333333333333 * Float64(1.0 / cbrt(Float64(Float64(x / -1.0) * Float64(1.0 / Float64(-1.0 / x)))))); else tmp = Float64(0.3333333333333333 * Float64(1.0 / Float64(x * (x ^ -0.3333333333333333)))); end return tmp end
code[x_] := If[LessEqual[x, 1.35e+154], N[(0.3333333333333333 * N[(1.0 / N[Power[N[(N[(x / -1.0), $MachinePrecision] * N[(1.0 / N[(-1.0 / x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], 1/3], $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(0.3333333333333333 * N[(1.0 / N[(x * N[Power[x, -0.3333333333333333], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x \leq 1.35 \cdot 10^{+154}:\\
\;\;\;\;0.3333333333333333 \cdot \frac{1}{\sqrt[3]{\frac{x}{-1} \cdot \frac{1}{\frac{-1}{x}}}}\\
\mathbf{else}:\\
\;\;\;\;0.3333333333333333 \cdot \frac{1}{x \cdot {x}^{-0.3333333333333333}}\\
\end{array}
\end{array}
if x < 1.35000000000000003e154Initial program 7.1%
Taylor expanded in x around inf
lower-*.f64N/A
metadata-evalN/A
associate-*r/N/A
lower-cbrt.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f64N/A
unpow2N/A
lower-*.f6496.3
Applied rewrites96.3%
lift-*.f64N/A
frac-2negN/A
metadata-evalN/A
frac-2negN/A
metadata-evalN/A
cbrt-divN/A
metadata-evalN/A
lower-/.f64N/A
lower-cbrt.f64N/A
lower-neg.f64N/A
lower-neg.f6496.5
Applied rewrites96.5%
lift-*.f64N/A
remove-double-neg96.5
/-rgt-identityN/A
lift-*.f64N/A
associate-/l*N/A
/-rgt-identityN/A
clear-numN/A
lift-/.f64N/A
times-fracN/A
lift-/.f64N/A
div-invN/A
frac-2negN/A
metadata-evalN/A
div-invN/A
times-fracN/A
lower-*.f64N/A
lower-/.f64N/A
lower-/.f64N/A
metadata-evalN/A
frac-2negN/A
lower-/.f6496.6
Applied rewrites96.6%
if 1.35000000000000003e154 < x Initial program 4.8%
Taylor expanded in x around inf
lower-*.f64N/A
metadata-evalN/A
associate-*r/N/A
lower-cbrt.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f64N/A
unpow2N/A
lower-*.f644.8
Applied rewrites4.8%
lift-*.f64N/A
frac-2negN/A
metadata-evalN/A
frac-2negN/A
metadata-evalN/A
cbrt-divN/A
metadata-evalN/A
lower-/.f64N/A
lower-cbrt.f64N/A
lower-neg.f64N/A
lower-neg.f644.8
Applied rewrites4.8%
lift-*.f64N/A
remove-double-negN/A
*-rgt-identityN/A
*-rgt-identityN/A
pow1/3N/A
lift-*.f64N/A
unpow-prod-downN/A
pow-prod-upN/A
metadata-evalN/A
metadata-evalN/A
metadata-evalN/A
pow-plusN/A
pow-powN/A
inv-powN/A
lift-/.f64N/A
pow1/3N/A
lift-cbrt.f64N/A
lower-*.f6498.9
lift-cbrt.f64N/A
pow1/3N/A
lift-/.f64N/A
inv-powN/A
pow-powN/A
lower-pow.f64N/A
metadata-eval90.7
Applied rewrites90.7%
Final simplification93.6%
(FPCore (x) :precision binary64 (if (<= x 1.35e+154) (* 0.3333333333333333 (/ 1.0 (cbrt (/ x (/ 1.0 x))))) (* 0.3333333333333333 (/ 1.0 (* x (pow x -0.3333333333333333))))))
double code(double x) {
double tmp;
if (x <= 1.35e+154) {
tmp = 0.3333333333333333 * (1.0 / cbrt((x / (1.0 / x))));
} else {
tmp = 0.3333333333333333 * (1.0 / (x * pow(x, -0.3333333333333333)));
}
return tmp;
}
public static double code(double x) {
double tmp;
if (x <= 1.35e+154) {
tmp = 0.3333333333333333 * (1.0 / Math.cbrt((x / (1.0 / x))));
} else {
tmp = 0.3333333333333333 * (1.0 / (x * Math.pow(x, -0.3333333333333333)));
}
return tmp;
}
function code(x) tmp = 0.0 if (x <= 1.35e+154) tmp = Float64(0.3333333333333333 * Float64(1.0 / cbrt(Float64(x / Float64(1.0 / x))))); else tmp = Float64(0.3333333333333333 * Float64(1.0 / Float64(x * (x ^ -0.3333333333333333)))); end return tmp end
code[x_] := If[LessEqual[x, 1.35e+154], N[(0.3333333333333333 * N[(1.0 / N[Power[N[(x / N[(1.0 / x), $MachinePrecision]), $MachinePrecision], 1/3], $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(0.3333333333333333 * N[(1.0 / N[(x * N[Power[x, -0.3333333333333333], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x \leq 1.35 \cdot 10^{+154}:\\
\;\;\;\;0.3333333333333333 \cdot \frac{1}{\sqrt[3]{\frac{x}{\frac{1}{x}}}}\\
\mathbf{else}:\\
\;\;\;\;0.3333333333333333 \cdot \frac{1}{x \cdot {x}^{-0.3333333333333333}}\\
\end{array}
\end{array}
if x < 1.35000000000000003e154Initial program 7.1%
Taylor expanded in x around inf
lower-*.f64N/A
metadata-evalN/A
associate-*r/N/A
lower-cbrt.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f64N/A
unpow2N/A
lower-*.f6496.3
Applied rewrites96.3%
lift-*.f64N/A
frac-2negN/A
metadata-evalN/A
frac-2negN/A
metadata-evalN/A
cbrt-divN/A
metadata-evalN/A
lower-/.f64N/A
lower-cbrt.f64N/A
lower-neg.f64N/A
lower-neg.f6496.5
Applied rewrites96.5%
lift-*.f64N/A
remove-double-neg96.5
/-rgt-identityN/A
lift-*.f64N/A
associate-/l*N/A
/-rgt-identityN/A
clear-numN/A
lift-/.f64N/A
times-fracN/A
*-rgt-identityN/A
*-lft-identityN/A
lower-/.f6496.5
Applied rewrites96.5%
if 1.35000000000000003e154 < x Initial program 4.8%
Taylor expanded in x around inf
lower-*.f64N/A
metadata-evalN/A
associate-*r/N/A
lower-cbrt.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f64N/A
unpow2N/A
lower-*.f644.8
Applied rewrites4.8%
lift-*.f64N/A
frac-2negN/A
metadata-evalN/A
frac-2negN/A
metadata-evalN/A
cbrt-divN/A
metadata-evalN/A
lower-/.f64N/A
lower-cbrt.f64N/A
lower-neg.f64N/A
lower-neg.f644.8
Applied rewrites4.8%
lift-*.f64N/A
remove-double-negN/A
*-rgt-identityN/A
*-rgt-identityN/A
pow1/3N/A
lift-*.f64N/A
unpow-prod-downN/A
pow-prod-upN/A
metadata-evalN/A
metadata-evalN/A
metadata-evalN/A
pow-plusN/A
pow-powN/A
inv-powN/A
lift-/.f64N/A
pow1/3N/A
lift-cbrt.f64N/A
lower-*.f6498.9
lift-cbrt.f64N/A
pow1/3N/A
lift-/.f64N/A
inv-powN/A
pow-powN/A
lower-pow.f64N/A
metadata-eval90.7
Applied rewrites90.7%
Final simplification93.5%
(FPCore (x) :precision binary64 (if (<= x 1.35e+154) (* 0.3333333333333333 (/ 1.0 (cbrt (* x x)))) (* 0.3333333333333333 (/ 1.0 (* x (pow x -0.3333333333333333))))))
double code(double x) {
double tmp;
if (x <= 1.35e+154) {
tmp = 0.3333333333333333 * (1.0 / cbrt((x * x)));
} else {
tmp = 0.3333333333333333 * (1.0 / (x * pow(x, -0.3333333333333333)));
}
return tmp;
}
public static double code(double x) {
double tmp;
if (x <= 1.35e+154) {
tmp = 0.3333333333333333 * (1.0 / Math.cbrt((x * x)));
} else {
tmp = 0.3333333333333333 * (1.0 / (x * Math.pow(x, -0.3333333333333333)));
}
return tmp;
}
function code(x) tmp = 0.0 if (x <= 1.35e+154) tmp = Float64(0.3333333333333333 * Float64(1.0 / cbrt(Float64(x * x)))); else tmp = Float64(0.3333333333333333 * Float64(1.0 / Float64(x * (x ^ -0.3333333333333333)))); end return tmp end
code[x_] := If[LessEqual[x, 1.35e+154], N[(0.3333333333333333 * N[(1.0 / N[Power[N[(x * x), $MachinePrecision], 1/3], $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(0.3333333333333333 * N[(1.0 / N[(x * N[Power[x, -0.3333333333333333], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x \leq 1.35 \cdot 10^{+154}:\\
\;\;\;\;0.3333333333333333 \cdot \frac{1}{\sqrt[3]{x \cdot x}}\\
\mathbf{else}:\\
\;\;\;\;0.3333333333333333 \cdot \frac{1}{x \cdot {x}^{-0.3333333333333333}}\\
\end{array}
\end{array}
if x < 1.35000000000000003e154Initial program 7.1%
Taylor expanded in x around inf
lower-*.f64N/A
metadata-evalN/A
associate-*r/N/A
lower-cbrt.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f64N/A
unpow2N/A
lower-*.f6496.3
Applied rewrites96.3%
lift-*.f64N/A
frac-2negN/A
metadata-evalN/A
frac-2negN/A
metadata-evalN/A
cbrt-divN/A
metadata-evalN/A
lower-/.f64N/A
lower-cbrt.f64N/A
lower-neg.f64N/A
lower-neg.f6496.5
Applied rewrites96.5%
lift-*.f64N/A
remove-double-neg96.5
Applied rewrites96.5%
if 1.35000000000000003e154 < x Initial program 4.8%
Taylor expanded in x around inf
lower-*.f64N/A
metadata-evalN/A
associate-*r/N/A
lower-cbrt.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f64N/A
unpow2N/A
lower-*.f644.8
Applied rewrites4.8%
lift-*.f64N/A
frac-2negN/A
metadata-evalN/A
frac-2negN/A
metadata-evalN/A
cbrt-divN/A
metadata-evalN/A
lower-/.f64N/A
lower-cbrt.f64N/A
lower-neg.f64N/A
lower-neg.f644.8
Applied rewrites4.8%
lift-*.f64N/A
remove-double-negN/A
*-rgt-identityN/A
*-rgt-identityN/A
pow1/3N/A
lift-*.f64N/A
unpow-prod-downN/A
pow-prod-upN/A
metadata-evalN/A
metadata-evalN/A
metadata-evalN/A
pow-plusN/A
pow-powN/A
inv-powN/A
lift-/.f64N/A
pow1/3N/A
lift-cbrt.f64N/A
lower-*.f6498.9
lift-cbrt.f64N/A
pow1/3N/A
lift-/.f64N/A
inv-powN/A
pow-powN/A
lower-pow.f64N/A
metadata-eval90.7
Applied rewrites90.7%
Final simplification93.5%
(FPCore (x) :precision binary64 (if (<= x 1.35e+154) (* 0.3333333333333333 (/ 1.0 (cbrt (* x x)))) (* 0.3333333333333333 (pow (/ 1.0 x) 0.6666666666666666))))
double code(double x) {
double tmp;
if (x <= 1.35e+154) {
tmp = 0.3333333333333333 * (1.0 / cbrt((x * x)));
} else {
tmp = 0.3333333333333333 * pow((1.0 / x), 0.6666666666666666);
}
return tmp;
}
public static double code(double x) {
double tmp;
if (x <= 1.35e+154) {
tmp = 0.3333333333333333 * (1.0 / Math.cbrt((x * x)));
} else {
tmp = 0.3333333333333333 * Math.pow((1.0 / x), 0.6666666666666666);
}
return tmp;
}
function code(x) tmp = 0.0 if (x <= 1.35e+154) tmp = Float64(0.3333333333333333 * Float64(1.0 / cbrt(Float64(x * x)))); else tmp = Float64(0.3333333333333333 * (Float64(1.0 / x) ^ 0.6666666666666666)); end return tmp end
code[x_] := If[LessEqual[x, 1.35e+154], N[(0.3333333333333333 * N[(1.0 / N[Power[N[(x * x), $MachinePrecision], 1/3], $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(0.3333333333333333 * N[Power[N[(1.0 / x), $MachinePrecision], 0.6666666666666666], $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x \leq 1.35 \cdot 10^{+154}:\\
\;\;\;\;0.3333333333333333 \cdot \frac{1}{\sqrt[3]{x \cdot x}}\\
\mathbf{else}:\\
\;\;\;\;0.3333333333333333 \cdot {\left(\frac{1}{x}\right)}^{0.6666666666666666}\\
\end{array}
\end{array}
if x < 1.35000000000000003e154Initial program 7.1%
Taylor expanded in x around inf
lower-*.f64N/A
metadata-evalN/A
associate-*r/N/A
lower-cbrt.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f64N/A
unpow2N/A
lower-*.f6496.3
Applied rewrites96.3%
lift-*.f64N/A
frac-2negN/A
metadata-evalN/A
frac-2negN/A
metadata-evalN/A
cbrt-divN/A
metadata-evalN/A
lower-/.f64N/A
lower-cbrt.f64N/A
lower-neg.f64N/A
lower-neg.f6496.5
Applied rewrites96.5%
lift-*.f64N/A
remove-double-neg96.5
Applied rewrites96.5%
if 1.35000000000000003e154 < x Initial program 4.8%
Taylor expanded in x around inf
lower-*.f64N/A
metadata-evalN/A
associate-*r/N/A
lower-cbrt.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f64N/A
unpow2N/A
lower-*.f644.8
Applied rewrites4.8%
lift-*.f64N/A
frac-2negN/A
metadata-evalN/A
frac-2negN/A
metadata-evalN/A
cbrt-divN/A
metadata-evalN/A
lower-/.f64N/A
lower-cbrt.f64N/A
lower-neg.f64N/A
lower-neg.f644.8
Applied rewrites4.8%
metadata-evalN/A
lift-*.f64N/A
remove-double-negN/A
/-rgt-identityN/A
lift-*.f64N/A
associate-/l*N/A
/-rgt-identityN/A
clear-numN/A
lift-/.f64N/A
times-fracN/A
*-rgt-identityN/A
*-lft-identityN/A
cbrt-divN/A
clear-numN/A
cbrt-divN/A
pow1/3N/A
lift-/.f64N/A
inv-powN/A
pow-powN/A
pow1/3N/A
pow-divN/A
metadata-evalN/A
metadata-evalN/A
metadata-evalN/A
Applied rewrites89.1%
(FPCore (x) :precision binary64 (if (<= x 1.35e+154) (* 0.3333333333333333 (cbrt (/ 1.0 (* x x)))) (* 0.3333333333333333 (pow (/ 1.0 x) 0.6666666666666666))))
double code(double x) {
double tmp;
if (x <= 1.35e+154) {
tmp = 0.3333333333333333 * cbrt((1.0 / (x * x)));
} else {
tmp = 0.3333333333333333 * pow((1.0 / x), 0.6666666666666666);
}
return tmp;
}
public static double code(double x) {
double tmp;
if (x <= 1.35e+154) {
tmp = 0.3333333333333333 * Math.cbrt((1.0 / (x * x)));
} else {
tmp = 0.3333333333333333 * Math.pow((1.0 / x), 0.6666666666666666);
}
return tmp;
}
function code(x) tmp = 0.0 if (x <= 1.35e+154) tmp = Float64(0.3333333333333333 * cbrt(Float64(1.0 / Float64(x * x)))); else tmp = Float64(0.3333333333333333 * (Float64(1.0 / x) ^ 0.6666666666666666)); end return tmp end
code[x_] := If[LessEqual[x, 1.35e+154], N[(0.3333333333333333 * N[Power[N[(1.0 / N[(x * x), $MachinePrecision]), $MachinePrecision], 1/3], $MachinePrecision]), $MachinePrecision], N[(0.3333333333333333 * N[Power[N[(1.0 / x), $MachinePrecision], 0.6666666666666666], $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x \leq 1.35 \cdot 10^{+154}:\\
\;\;\;\;0.3333333333333333 \cdot \sqrt[3]{\frac{1}{x \cdot x}}\\
\mathbf{else}:\\
\;\;\;\;0.3333333333333333 \cdot {\left(\frac{1}{x}\right)}^{0.6666666666666666}\\
\end{array}
\end{array}
if x < 1.35000000000000003e154Initial program 7.1%
Taylor expanded in x around inf
lower-*.f64N/A
metadata-evalN/A
associate-*r/N/A
lower-cbrt.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f64N/A
unpow2N/A
lower-*.f6496.3
Applied rewrites96.3%
if 1.35000000000000003e154 < x Initial program 4.8%
Taylor expanded in x around inf
lower-*.f64N/A
metadata-evalN/A
associate-*r/N/A
lower-cbrt.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f64N/A
unpow2N/A
lower-*.f644.8
Applied rewrites4.8%
lift-*.f64N/A
frac-2negN/A
metadata-evalN/A
frac-2negN/A
metadata-evalN/A
cbrt-divN/A
metadata-evalN/A
lower-/.f64N/A
lower-cbrt.f64N/A
lower-neg.f64N/A
lower-neg.f644.8
Applied rewrites4.8%
metadata-evalN/A
lift-*.f64N/A
remove-double-negN/A
/-rgt-identityN/A
lift-*.f64N/A
associate-/l*N/A
/-rgt-identityN/A
clear-numN/A
lift-/.f64N/A
times-fracN/A
*-rgt-identityN/A
*-lft-identityN/A
cbrt-divN/A
clear-numN/A
cbrt-divN/A
pow1/3N/A
lift-/.f64N/A
inv-powN/A
pow-powN/A
pow1/3N/A
pow-divN/A
metadata-evalN/A
metadata-evalN/A
metadata-evalN/A
Applied rewrites89.1%
(FPCore (x) :precision binary64 (/ 0.3333333333333333 (pow x 0.6666666666666666)))
double code(double x) {
return 0.3333333333333333 / pow(x, 0.6666666666666666);
}
real(8) function code(x)
real(8), intent (in) :: x
code = 0.3333333333333333d0 / (x ** 0.6666666666666666d0)
end function
public static double code(double x) {
return 0.3333333333333333 / Math.pow(x, 0.6666666666666666);
}
def code(x): return 0.3333333333333333 / math.pow(x, 0.6666666666666666)
function code(x) return Float64(0.3333333333333333 / (x ^ 0.6666666666666666)) end
function tmp = code(x) tmp = 0.3333333333333333 / (x ^ 0.6666666666666666); end
code[x_] := N[(0.3333333333333333 / N[Power[x, 0.6666666666666666], $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\frac{0.3333333333333333}{{x}^{0.6666666666666666}}
\end{array}
Initial program 5.9%
Taylor expanded in x around inf
lower-*.f64N/A
metadata-evalN/A
associate-*r/N/A
lower-cbrt.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f64N/A
unpow2N/A
lower-*.f6449.8
Applied rewrites49.8%
lift-*.f64N/A
lift-/.f64N/A
pow1/3N/A
lift-/.f64N/A
inv-powN/A
pow-powN/A
lift-*.f64N/A
pow2N/A
pow-powN/A
metadata-evalN/A
metadata-evalN/A
metadata-evalN/A
pow-flipN/A
lift-pow.f64N/A
un-div-invN/A
lower-/.f6489.4
Applied rewrites89.4%
(FPCore (x) :precision binary64 (* 0.3333333333333333 (pow x -0.6666666666666666)))
double code(double x) {
return 0.3333333333333333 * pow(x, -0.6666666666666666);
}
real(8) function code(x)
real(8), intent (in) :: x
code = 0.3333333333333333d0 * (x ** (-0.6666666666666666d0))
end function
public static double code(double x) {
return 0.3333333333333333 * Math.pow(x, -0.6666666666666666);
}
def code(x): return 0.3333333333333333 * math.pow(x, -0.6666666666666666)
function code(x) return Float64(0.3333333333333333 * (x ^ -0.6666666666666666)) end
function tmp = code(x) tmp = 0.3333333333333333 * (x ^ -0.6666666666666666); end
code[x_] := N[(0.3333333333333333 * N[Power[x, -0.6666666666666666], $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
0.3333333333333333 \cdot {x}^{-0.6666666666666666}
\end{array}
Initial program 5.9%
Taylor expanded in x around inf
lower-*.f64N/A
metadata-evalN/A
associate-*r/N/A
lower-cbrt.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f64N/A
unpow2N/A
lower-*.f6449.8
Applied rewrites49.8%
lift-*.f64N/A
lift-/.f64N/A
lift-cbrt.f64N/A
*-commutativeN/A
lower-*.f6449.8
lift-cbrt.f64N/A
pow1/3N/A
lift-/.f64N/A
inv-powN/A
pow-powN/A
lift-*.f64N/A
pow2N/A
pow-powN/A
metadata-evalN/A
metadata-evalN/A
metadata-evalN/A
lower-pow.f64N/A
metadata-eval89.4
Applied rewrites89.4%
Final simplification89.4%
(FPCore (x) :precision binary64 (- 1.0 (cbrt x)))
double code(double x) {
return 1.0 - cbrt(x);
}
public static double code(double x) {
return 1.0 - Math.cbrt(x);
}
function code(x) return Float64(1.0 - cbrt(x)) end
code[x_] := N[(1.0 - N[Power[x, 1/3], $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
1 - \sqrt[3]{x}
\end{array}
Initial program 5.9%
Taylor expanded in x around 0
lower--.f64N/A
lower-cbrt.f641.8
Applied rewrites1.8%
(FPCore (x) :precision binary64 (- (cbrt x)))
double code(double x) {
return -cbrt(x);
}
public static double code(double x) {
return -Math.cbrt(x);
}
function code(x) return Float64(-cbrt(x)) end
code[x_] := (-N[Power[x, 1/3], $MachinePrecision])
\begin{array}{l}
\\
-\sqrt[3]{x}
\end{array}
Initial program 5.9%
Taylor expanded in x around 0
lower--.f64N/A
lower-cbrt.f641.8
Applied rewrites1.8%
Taylor expanded in x around inf
mul-1-negN/A
lower-neg.f64N/A
lower-cbrt.f641.8
Applied rewrites1.8%
(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 2024216
(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)))