
(FPCore (x)
:precision binary64
(let* ((t_0 (* (* (fabs x) (fabs x)) (fabs x)))
(t_1 (* (* t_0 (fabs x)) (fabs x))))
(fabs
(*
(/ 1.0 (sqrt PI))
(+
(+ (+ (* 2.0 (fabs x)) (* (/ 2.0 3.0) t_0)) (* (/ 1.0 5.0) t_1))
(* (/ 1.0 21.0) (* (* t_1 (fabs x)) (fabs x))))))))
double code(double x) {
double t_0 = (fabs(x) * fabs(x)) * fabs(x);
double t_1 = (t_0 * fabs(x)) * fabs(x);
return fabs(((1.0 / sqrt(((double) M_PI))) * ((((2.0 * fabs(x)) + ((2.0 / 3.0) * t_0)) + ((1.0 / 5.0) * t_1)) + ((1.0 / 21.0) * ((t_1 * fabs(x)) * fabs(x))))));
}
public static double code(double x) {
double t_0 = (Math.abs(x) * Math.abs(x)) * Math.abs(x);
double t_1 = (t_0 * Math.abs(x)) * Math.abs(x);
return Math.abs(((1.0 / Math.sqrt(Math.PI)) * ((((2.0 * Math.abs(x)) + ((2.0 / 3.0) * t_0)) + ((1.0 / 5.0) * t_1)) + ((1.0 / 21.0) * ((t_1 * Math.abs(x)) * Math.abs(x))))));
}
def code(x): t_0 = (math.fabs(x) * math.fabs(x)) * math.fabs(x) t_1 = (t_0 * math.fabs(x)) * math.fabs(x) return math.fabs(((1.0 / math.sqrt(math.pi)) * ((((2.0 * math.fabs(x)) + ((2.0 / 3.0) * t_0)) + ((1.0 / 5.0) * t_1)) + ((1.0 / 21.0) * ((t_1 * math.fabs(x)) * math.fabs(x))))))
function code(x) t_0 = Float64(Float64(abs(x) * abs(x)) * abs(x)) t_1 = Float64(Float64(t_0 * abs(x)) * abs(x)) return abs(Float64(Float64(1.0 / sqrt(pi)) * Float64(Float64(Float64(Float64(2.0 * abs(x)) + Float64(Float64(2.0 / 3.0) * t_0)) + Float64(Float64(1.0 / 5.0) * t_1)) + Float64(Float64(1.0 / 21.0) * Float64(Float64(t_1 * abs(x)) * abs(x)))))) end
function tmp = code(x) t_0 = (abs(x) * abs(x)) * abs(x); t_1 = (t_0 * abs(x)) * abs(x); tmp = abs(((1.0 / sqrt(pi)) * ((((2.0 * abs(x)) + ((2.0 / 3.0) * t_0)) + ((1.0 / 5.0) * t_1)) + ((1.0 / 21.0) * ((t_1 * abs(x)) * abs(x)))))); end
code[x_] := Block[{t$95$0 = N[(N[(N[Abs[x], $MachinePrecision] * N[Abs[x], $MachinePrecision]), $MachinePrecision] * N[Abs[x], $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(N[(t$95$0 * N[Abs[x], $MachinePrecision]), $MachinePrecision] * N[Abs[x], $MachinePrecision]), $MachinePrecision]}, N[Abs[N[(N[(1.0 / N[Sqrt[Pi], $MachinePrecision]), $MachinePrecision] * N[(N[(N[(N[(2.0 * N[Abs[x], $MachinePrecision]), $MachinePrecision] + N[(N[(2.0 / 3.0), $MachinePrecision] * t$95$0), $MachinePrecision]), $MachinePrecision] + N[(N[(1.0 / 5.0), $MachinePrecision] * t$95$1), $MachinePrecision]), $MachinePrecision] + N[(N[(1.0 / 21.0), $MachinePrecision] * N[(N[(t$95$1 * N[Abs[x], $MachinePrecision]), $MachinePrecision] * N[Abs[x], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\\
t_1 := \left(t\_0 \cdot \left|x\right|\right) \cdot \left|x\right|\\
\left|\frac{1}{\sqrt{\pi}} \cdot \left(\left(\left(2 \cdot \left|x\right| + \frac{2}{3} \cdot t\_0\right) + \frac{1}{5} \cdot t\_1\right) + \frac{1}{21} \cdot \left(\left(t\_1 \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right|
\end{array}
\end{array}
Sampling outcomes in binary64 precision:
Herbie found 7 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (x)
:precision binary64
(let* ((t_0 (* (* (fabs x) (fabs x)) (fabs x)))
(t_1 (* (* t_0 (fabs x)) (fabs x))))
(fabs
(*
(/ 1.0 (sqrt PI))
(+
(+ (+ (* 2.0 (fabs x)) (* (/ 2.0 3.0) t_0)) (* (/ 1.0 5.0) t_1))
(* (/ 1.0 21.0) (* (* t_1 (fabs x)) (fabs x))))))))
double code(double x) {
double t_0 = (fabs(x) * fabs(x)) * fabs(x);
double t_1 = (t_0 * fabs(x)) * fabs(x);
return fabs(((1.0 / sqrt(((double) M_PI))) * ((((2.0 * fabs(x)) + ((2.0 / 3.0) * t_0)) + ((1.0 / 5.0) * t_1)) + ((1.0 / 21.0) * ((t_1 * fabs(x)) * fabs(x))))));
}
public static double code(double x) {
double t_0 = (Math.abs(x) * Math.abs(x)) * Math.abs(x);
double t_1 = (t_0 * Math.abs(x)) * Math.abs(x);
return Math.abs(((1.0 / Math.sqrt(Math.PI)) * ((((2.0 * Math.abs(x)) + ((2.0 / 3.0) * t_0)) + ((1.0 / 5.0) * t_1)) + ((1.0 / 21.0) * ((t_1 * Math.abs(x)) * Math.abs(x))))));
}
def code(x): t_0 = (math.fabs(x) * math.fabs(x)) * math.fabs(x) t_1 = (t_0 * math.fabs(x)) * math.fabs(x) return math.fabs(((1.0 / math.sqrt(math.pi)) * ((((2.0 * math.fabs(x)) + ((2.0 / 3.0) * t_0)) + ((1.0 / 5.0) * t_1)) + ((1.0 / 21.0) * ((t_1 * math.fabs(x)) * math.fabs(x))))))
function code(x) t_0 = Float64(Float64(abs(x) * abs(x)) * abs(x)) t_1 = Float64(Float64(t_0 * abs(x)) * abs(x)) return abs(Float64(Float64(1.0 / sqrt(pi)) * Float64(Float64(Float64(Float64(2.0 * abs(x)) + Float64(Float64(2.0 / 3.0) * t_0)) + Float64(Float64(1.0 / 5.0) * t_1)) + Float64(Float64(1.0 / 21.0) * Float64(Float64(t_1 * abs(x)) * abs(x)))))) end
function tmp = code(x) t_0 = (abs(x) * abs(x)) * abs(x); t_1 = (t_0 * abs(x)) * abs(x); tmp = abs(((1.0 / sqrt(pi)) * ((((2.0 * abs(x)) + ((2.0 / 3.0) * t_0)) + ((1.0 / 5.0) * t_1)) + ((1.0 / 21.0) * ((t_1 * abs(x)) * abs(x)))))); end
code[x_] := Block[{t$95$0 = N[(N[(N[Abs[x], $MachinePrecision] * N[Abs[x], $MachinePrecision]), $MachinePrecision] * N[Abs[x], $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(N[(t$95$0 * N[Abs[x], $MachinePrecision]), $MachinePrecision] * N[Abs[x], $MachinePrecision]), $MachinePrecision]}, N[Abs[N[(N[(1.0 / N[Sqrt[Pi], $MachinePrecision]), $MachinePrecision] * N[(N[(N[(N[(2.0 * N[Abs[x], $MachinePrecision]), $MachinePrecision] + N[(N[(2.0 / 3.0), $MachinePrecision] * t$95$0), $MachinePrecision]), $MachinePrecision] + N[(N[(1.0 / 5.0), $MachinePrecision] * t$95$1), $MachinePrecision]), $MachinePrecision] + N[(N[(1.0 / 21.0), $MachinePrecision] * N[(N[(t$95$1 * N[Abs[x], $MachinePrecision]), $MachinePrecision] * N[Abs[x], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(\left|x\right| \cdot \left|x\right|\right) \cdot \left|x\right|\\
t_1 := \left(t\_0 \cdot \left|x\right|\right) \cdot \left|x\right|\\
\left|\frac{1}{\sqrt{\pi}} \cdot \left(\left(\left(2 \cdot \left|x\right| + \frac{2}{3} \cdot t\_0\right) + \frac{1}{5} \cdot t\_1\right) + \frac{1}{21} \cdot \left(\left(t\_1 \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right|
\end{array}
\end{array}
(FPCore (x)
:precision binary64
(fabs
(*
(/ -1.0 (sqrt PI))
(+
(+
(+ (* 2.0 (fabs x)) (* (/ 2.0 3.0) (* (* x x) (fabs x))))
(* (/ 1.0 5.0) (fabs (* (* (* (* x x) x) x) x))))
(* (* 0.047619047619047616 (pow (fabs x) 5.0)) (* x x))))))
double code(double x) {
return fabs(((-1.0 / sqrt(((double) M_PI))) * ((((2.0 * fabs(x)) + ((2.0 / 3.0) * ((x * x) * fabs(x)))) + ((1.0 / 5.0) * fabs(((((x * x) * x) * x) * x)))) + ((0.047619047619047616 * pow(fabs(x), 5.0)) * (x * x)))));
}
public static double code(double x) {
return Math.abs(((-1.0 / Math.sqrt(Math.PI)) * ((((2.0 * Math.abs(x)) + ((2.0 / 3.0) * ((x * x) * Math.abs(x)))) + ((1.0 / 5.0) * Math.abs(((((x * x) * x) * x) * x)))) + ((0.047619047619047616 * Math.pow(Math.abs(x), 5.0)) * (x * x)))));
}
def code(x): return math.fabs(((-1.0 / math.sqrt(math.pi)) * ((((2.0 * math.fabs(x)) + ((2.0 / 3.0) * ((x * x) * math.fabs(x)))) + ((1.0 / 5.0) * math.fabs(((((x * x) * x) * x) * x)))) + ((0.047619047619047616 * math.pow(math.fabs(x), 5.0)) * (x * x)))))
function code(x) return abs(Float64(Float64(-1.0 / sqrt(pi)) * Float64(Float64(Float64(Float64(2.0 * abs(x)) + Float64(Float64(2.0 / 3.0) * Float64(Float64(x * x) * abs(x)))) + Float64(Float64(1.0 / 5.0) * abs(Float64(Float64(Float64(Float64(x * x) * x) * x) * x)))) + Float64(Float64(0.047619047619047616 * (abs(x) ^ 5.0)) * Float64(x * x))))) end
function tmp = code(x) tmp = abs(((-1.0 / sqrt(pi)) * ((((2.0 * abs(x)) + ((2.0 / 3.0) * ((x * x) * abs(x)))) + ((1.0 / 5.0) * abs(((((x * x) * x) * x) * x)))) + ((0.047619047619047616 * (abs(x) ^ 5.0)) * (x * x))))); end
code[x_] := N[Abs[N[(N[(-1.0 / N[Sqrt[Pi], $MachinePrecision]), $MachinePrecision] * N[(N[(N[(N[(2.0 * N[Abs[x], $MachinePrecision]), $MachinePrecision] + N[(N[(2.0 / 3.0), $MachinePrecision] * N[(N[(x * x), $MachinePrecision] * N[Abs[x], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(1.0 / 5.0), $MachinePrecision] * N[Abs[N[(N[(N[(N[(x * x), $MachinePrecision] * x), $MachinePrecision] * x), $MachinePrecision] * x), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(0.047619047619047616 * N[Power[N[Abs[x], $MachinePrecision], 5.0], $MachinePrecision]), $MachinePrecision] * N[(x * x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]
\begin{array}{l}
\\
\left|\frac{-1}{\sqrt{\pi}} \cdot \left(\left(\left(2 \cdot \left|x\right| + \frac{2}{3} \cdot \left(\left(x \cdot x\right) \cdot \left|x\right|\right)\right) + \frac{1}{5} \cdot \left|\left(\left(\left(x \cdot x\right) \cdot x\right) \cdot x\right) \cdot x\right|\right) + \left(0.047619047619047616 \cdot {\left(\left|x\right|\right)}^{5}\right) \cdot \left(x \cdot x\right)\right)\right|
\end{array}
Initial program 99.8%
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lift-*.f64N/A
associate-*r*N/A
lower-*.f64N/A
Applied rewrites99.9%
Final simplification99.9%
(FPCore (x)
:precision binary64
(fabs
(*
(/ 1.0 (sqrt PI))
(+
(+
(* (fma (* x x) 0.6666666666666666 2.0) x)
(* 0.2 (* (* (* x x) (* x x)) (fabs x))))
(* (* 0.047619047619047616 (pow (fabs x) 5.0)) (* x x))))))
double code(double x) {
return fabs(((1.0 / sqrt(((double) M_PI))) * (((fma((x * x), 0.6666666666666666, 2.0) * x) + (0.2 * (((x * x) * (x * x)) * fabs(x)))) + ((0.047619047619047616 * pow(fabs(x), 5.0)) * (x * x)))));
}
function code(x) return abs(Float64(Float64(1.0 / sqrt(pi)) * Float64(Float64(Float64(fma(Float64(x * x), 0.6666666666666666, 2.0) * x) + Float64(0.2 * Float64(Float64(Float64(x * x) * Float64(x * x)) * abs(x)))) + Float64(Float64(0.047619047619047616 * (abs(x) ^ 5.0)) * Float64(x * x))))) end
code[x_] := N[Abs[N[(N[(1.0 / N[Sqrt[Pi], $MachinePrecision]), $MachinePrecision] * N[(N[(N[(N[(N[(x * x), $MachinePrecision] * 0.6666666666666666 + 2.0), $MachinePrecision] * x), $MachinePrecision] + N[(0.2 * N[(N[(N[(x * x), $MachinePrecision] * N[(x * x), $MachinePrecision]), $MachinePrecision] * N[Abs[x], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(0.047619047619047616 * N[Power[N[Abs[x], $MachinePrecision], 5.0], $MachinePrecision]), $MachinePrecision] * N[(x * x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]
\begin{array}{l}
\\
\left|\frac{1}{\sqrt{\pi}} \cdot \left(\left(\mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right) \cdot x + 0.2 \cdot \left(\left(\left(x \cdot x\right) \cdot \left(x \cdot x\right)\right) \cdot \left|x\right|\right)\right) + \left(0.047619047619047616 \cdot {\left(\left|x\right|\right)}^{5}\right) \cdot \left(x \cdot x\right)\right)\right|
\end{array}
Initial program 99.8%
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lift-*.f64N/A
associate-*r*N/A
lower-*.f64N/A
Applied rewrites99.9%
lift-+.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-/.f64N/A
metadata-evalN/A
lift-*.f64N/A
lift-*.f64N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
sqr-abs-revN/A
pow2N/A
associate-*r*N/A
distribute-rgt-inN/A
*-commutativeN/A
+-commutativeN/A
*-commutativeN/A
pow2N/A
lower-*.f64N/A
Applied rewrites76.1%
lift-/.f64N/A
metadata-eval76.1
Applied rewrites76.1%
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
sqr-abs-revN/A
lift-*.f64N/A
lift-fabs.f64N/A
associate-*l*N/A
sqr-abs-revN/A
lift-*.f64N/A
lift-*.f6476.1
Applied rewrites76.1%
(FPCore (x)
:precision binary64
(let* ((t_0 (fabs (* (* (* (* x x) x) x) x))))
(fabs
(*
(/ -1.0 (sqrt PI))
(-
(+
(+ (* 2.0 (fabs x)) (* (* (* x x) 0.6666666666666666) (fabs x)))
(* 0.2 t_0))
(* (/ -1.0 21.0) (* (* t_0 (fabs x)) (fabs x))))))))
double code(double x) {
double t_0 = fabs(((((x * x) * x) * x) * x));
return fabs(((-1.0 / sqrt(((double) M_PI))) * ((((2.0 * fabs(x)) + (((x * x) * 0.6666666666666666) * fabs(x))) + (0.2 * t_0)) - ((-1.0 / 21.0) * ((t_0 * fabs(x)) * fabs(x))))));
}
public static double code(double x) {
double t_0 = Math.abs(((((x * x) * x) * x) * x));
return Math.abs(((-1.0 / Math.sqrt(Math.PI)) * ((((2.0 * Math.abs(x)) + (((x * x) * 0.6666666666666666) * Math.abs(x))) + (0.2 * t_0)) - ((-1.0 / 21.0) * ((t_0 * Math.abs(x)) * Math.abs(x))))));
}
def code(x): t_0 = math.fabs(((((x * x) * x) * x) * x)) return math.fabs(((-1.0 / math.sqrt(math.pi)) * ((((2.0 * math.fabs(x)) + (((x * x) * 0.6666666666666666) * math.fabs(x))) + (0.2 * t_0)) - ((-1.0 / 21.0) * ((t_0 * math.fabs(x)) * math.fabs(x))))))
function code(x) t_0 = abs(Float64(Float64(Float64(Float64(x * x) * x) * x) * x)) return abs(Float64(Float64(-1.0 / sqrt(pi)) * Float64(Float64(Float64(Float64(2.0 * abs(x)) + Float64(Float64(Float64(x * x) * 0.6666666666666666) * abs(x))) + Float64(0.2 * t_0)) - Float64(Float64(-1.0 / 21.0) * Float64(Float64(t_0 * abs(x)) * abs(x)))))) end
function tmp = code(x) t_0 = abs(((((x * x) * x) * x) * x)); tmp = abs(((-1.0 / sqrt(pi)) * ((((2.0 * abs(x)) + (((x * x) * 0.6666666666666666) * abs(x))) + (0.2 * t_0)) - ((-1.0 / 21.0) * ((t_0 * abs(x)) * abs(x)))))); end
code[x_] := Block[{t$95$0 = N[Abs[N[(N[(N[(N[(x * x), $MachinePrecision] * x), $MachinePrecision] * x), $MachinePrecision] * x), $MachinePrecision]], $MachinePrecision]}, N[Abs[N[(N[(-1.0 / N[Sqrt[Pi], $MachinePrecision]), $MachinePrecision] * N[(N[(N[(N[(2.0 * N[Abs[x], $MachinePrecision]), $MachinePrecision] + N[(N[(N[(x * x), $MachinePrecision] * 0.6666666666666666), $MachinePrecision] * N[Abs[x], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(0.2 * t$95$0), $MachinePrecision]), $MachinePrecision] - N[(N[(-1.0 / 21.0), $MachinePrecision] * N[(N[(t$95$0 * N[Abs[x], $MachinePrecision]), $MachinePrecision] * N[Abs[x], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left|\left(\left(\left(x \cdot x\right) \cdot x\right) \cdot x\right) \cdot x\right|\\
\left|\frac{-1}{\sqrt{\pi}} \cdot \left(\left(\left(2 \cdot \left|x\right| + \left(\left(x \cdot x\right) \cdot 0.6666666666666666\right) \cdot \left|x\right|\right) + 0.2 \cdot t\_0\right) - \frac{-1}{21} \cdot \left(\left(t\_0 \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right|
\end{array}
\end{array}
Initial program 99.8%
lift-*.f64N/A
lift-*.f64N/A
associate-*r*N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f6499.8
lift-*.f64N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
sqr-absN/A
lower-*.f6499.8
lift-/.f64N/A
metadata-eval99.8
Applied rewrites99.8%
lift-/.f64N/A
metadata-eval99.8
Applied rewrites99.8%
Final simplification99.8%
(FPCore (x)
:precision binary64
(let* ((t_0 (fabs (* (* (* (* x x) x) x) x))))
(fabs
(*
(/ -1.0 (sqrt PI))
(-
(+ (* (fabs x) (fma (* x x) 0.6666666666666666 2.0)) (* 0.2 t_0))
(* (/ -1.0 21.0) (* (* t_0 (fabs x)) (fabs x))))))))
double code(double x) {
double t_0 = fabs(((((x * x) * x) * x) * x));
return fabs(((-1.0 / sqrt(((double) M_PI))) * (((fabs(x) * fma((x * x), 0.6666666666666666, 2.0)) + (0.2 * t_0)) - ((-1.0 / 21.0) * ((t_0 * fabs(x)) * fabs(x))))));
}
function code(x) t_0 = abs(Float64(Float64(Float64(Float64(x * x) * x) * x) * x)) return abs(Float64(Float64(-1.0 / sqrt(pi)) * Float64(Float64(Float64(abs(x) * fma(Float64(x * x), 0.6666666666666666, 2.0)) + Float64(0.2 * t_0)) - Float64(Float64(-1.0 / 21.0) * Float64(Float64(t_0 * abs(x)) * abs(x)))))) end
code[x_] := Block[{t$95$0 = N[Abs[N[(N[(N[(N[(x * x), $MachinePrecision] * x), $MachinePrecision] * x), $MachinePrecision] * x), $MachinePrecision]], $MachinePrecision]}, N[Abs[N[(N[(-1.0 / N[Sqrt[Pi], $MachinePrecision]), $MachinePrecision] * N[(N[(N[(N[Abs[x], $MachinePrecision] * N[(N[(x * x), $MachinePrecision] * 0.6666666666666666 + 2.0), $MachinePrecision]), $MachinePrecision] + N[(0.2 * t$95$0), $MachinePrecision]), $MachinePrecision] - N[(N[(-1.0 / 21.0), $MachinePrecision] * N[(N[(t$95$0 * N[Abs[x], $MachinePrecision]), $MachinePrecision] * N[Abs[x], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left|\left(\left(\left(x \cdot x\right) \cdot x\right) \cdot x\right) \cdot x\right|\\
\left|\frac{-1}{\sqrt{\pi}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right) + 0.2 \cdot t\_0\right) - \frac{-1}{21} \cdot \left(\left(t\_0 \cdot \left|x\right|\right) \cdot \left|x\right|\right)\right)\right|
\end{array}
\end{array}
Initial program 99.8%
lift-+.f64N/A
lift-*.f64N/A
lift-fabs.f64N/A
+-commutativeN/A
lift-*.f64N/A
lift-*.f64N/A
associate-*r*N/A
lift-fabs.f64N/A
distribute-rgt-outN/A
lower-*.f64N/A
*-commutativeN/A
lower-fma.f6499.8
Applied rewrites99.8%
lift-/.f64N/A
metadata-eval99.8
Applied rewrites99.8%
Final simplification99.8%
(FPCore (x)
:precision binary64
(let* ((t_0 (* (* x x) (* x x))))
(fabs
(*
(/ -1.0 (sqrt PI))
(-
(+
(* (fabs x) (fma (* x x) 0.6666666666666666 2.0))
(* 0.2 (* t_0 (fabs x))))
(* (/ -1.0 21.0) (* (fabs (* (* t_0 x) x)) (fabs x))))))))
double code(double x) {
double t_0 = (x * x) * (x * x);
return fabs(((-1.0 / sqrt(((double) M_PI))) * (((fabs(x) * fma((x * x), 0.6666666666666666, 2.0)) + (0.2 * (t_0 * fabs(x)))) - ((-1.0 / 21.0) * (fabs(((t_0 * x) * x)) * fabs(x))))));
}
function code(x) t_0 = Float64(Float64(x * x) * Float64(x * x)) return abs(Float64(Float64(-1.0 / sqrt(pi)) * Float64(Float64(Float64(abs(x) * fma(Float64(x * x), 0.6666666666666666, 2.0)) + Float64(0.2 * Float64(t_0 * abs(x)))) - Float64(Float64(-1.0 / 21.0) * Float64(abs(Float64(Float64(t_0 * x) * x)) * abs(x)))))) end
code[x_] := Block[{t$95$0 = N[(N[(x * x), $MachinePrecision] * N[(x * x), $MachinePrecision]), $MachinePrecision]}, N[Abs[N[(N[(-1.0 / N[Sqrt[Pi], $MachinePrecision]), $MachinePrecision] * N[(N[(N[(N[Abs[x], $MachinePrecision] * N[(N[(x * x), $MachinePrecision] * 0.6666666666666666 + 2.0), $MachinePrecision]), $MachinePrecision] + N[(0.2 * N[(t$95$0 * N[Abs[x], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(N[(-1.0 / 21.0), $MachinePrecision] * N[(N[Abs[N[(N[(t$95$0 * x), $MachinePrecision] * x), $MachinePrecision]], $MachinePrecision] * N[Abs[x], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(x \cdot x\right) \cdot \left(x \cdot x\right)\\
\left|\frac{-1}{\sqrt{\pi}} \cdot \left(\left(\left|x\right| \cdot \mathsf{fma}\left(x \cdot x, 0.6666666666666666, 2\right) + 0.2 \cdot \left(t\_0 \cdot \left|x\right|\right)\right) - \frac{-1}{21} \cdot \left(\left|\left(t\_0 \cdot x\right) \cdot x\right| \cdot \left|x\right|\right)\right)\right|
\end{array}
\end{array}
Initial program 99.8%
lift-+.f64N/A
lift-*.f64N/A
lift-fabs.f64N/A
+-commutativeN/A
lift-*.f64N/A
lift-*.f64N/A
associate-*r*N/A
lift-fabs.f64N/A
distribute-rgt-outN/A
lower-*.f64N/A
*-commutativeN/A
lower-fma.f6499.8
Applied rewrites99.8%
lift-/.f64N/A
metadata-eval99.8
Applied rewrites99.8%
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
sqr-abs-revN/A
pow2N/A
associate-*l*N/A
sqr-abs-revN/A
pow2N/A
lower-*.f64N/A
pow2N/A
lift-*.f64N/A
pow2N/A
lift-*.f6499.8
Applied rewrites99.8%
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
sqr-abs-revN/A
lift-*.f64N/A
lift-fabs.f64N/A
associate-*l*N/A
sqr-abs-revN/A
lift-*.f64N/A
lift-*.f6499.8
Applied rewrites99.8%
Final simplification99.8%
(FPCore (x)
:precision binary64
(fabs
(*
(/ -1.0 (sqrt PI))
(-
(+ (* (fabs x) 2.0) (* 0.2 (fabs (* (* (* (* x x) x) x) x))))
(* (/ -1.0 21.0) (* (fabs (* (* (* (* x x) (* x x)) x) x)) (fabs x)))))))
double code(double x) {
return fabs(((-1.0 / sqrt(((double) M_PI))) * (((fabs(x) * 2.0) + (0.2 * fabs(((((x * x) * x) * x) * x)))) - ((-1.0 / 21.0) * (fabs(((((x * x) * (x * x)) * x) * x)) * fabs(x))))));
}
public static double code(double x) {
return Math.abs(((-1.0 / Math.sqrt(Math.PI)) * (((Math.abs(x) * 2.0) + (0.2 * Math.abs(((((x * x) * x) * x) * x)))) - ((-1.0 / 21.0) * (Math.abs(((((x * x) * (x * x)) * x) * x)) * Math.abs(x))))));
}
def code(x): return math.fabs(((-1.0 / math.sqrt(math.pi)) * (((math.fabs(x) * 2.0) + (0.2 * math.fabs(((((x * x) * x) * x) * x)))) - ((-1.0 / 21.0) * (math.fabs(((((x * x) * (x * x)) * x) * x)) * math.fabs(x))))))
function code(x) return abs(Float64(Float64(-1.0 / sqrt(pi)) * Float64(Float64(Float64(abs(x) * 2.0) + Float64(0.2 * abs(Float64(Float64(Float64(Float64(x * x) * x) * x) * x)))) - Float64(Float64(-1.0 / 21.0) * Float64(abs(Float64(Float64(Float64(Float64(x * x) * Float64(x * x)) * x) * x)) * abs(x)))))) end
function tmp = code(x) tmp = abs(((-1.0 / sqrt(pi)) * (((abs(x) * 2.0) + (0.2 * abs(((((x * x) * x) * x) * x)))) - ((-1.0 / 21.0) * (abs(((((x * x) * (x * x)) * x) * x)) * abs(x)))))); end
code[x_] := N[Abs[N[(N[(-1.0 / N[Sqrt[Pi], $MachinePrecision]), $MachinePrecision] * N[(N[(N[(N[Abs[x], $MachinePrecision] * 2.0), $MachinePrecision] + N[(0.2 * N[Abs[N[(N[(N[(N[(x * x), $MachinePrecision] * x), $MachinePrecision] * x), $MachinePrecision] * x), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(N[(-1.0 / 21.0), $MachinePrecision] * N[(N[Abs[N[(N[(N[(N[(x * x), $MachinePrecision] * N[(x * x), $MachinePrecision]), $MachinePrecision] * x), $MachinePrecision] * x), $MachinePrecision]], $MachinePrecision] * N[Abs[x], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]
\begin{array}{l}
\\
\left|\frac{-1}{\sqrt{\pi}} \cdot \left(\left(\left|x\right| \cdot 2 + 0.2 \cdot \left|\left(\left(\left(x \cdot x\right) \cdot x\right) \cdot x\right) \cdot x\right|\right) - \frac{-1}{21} \cdot \left(\left|\left(\left(\left(x \cdot x\right) \cdot \left(x \cdot x\right)\right) \cdot x\right) \cdot x\right| \cdot \left|x\right|\right)\right)\right|
\end{array}
Initial program 99.8%
lift-+.f64N/A
lift-*.f64N/A
lift-fabs.f64N/A
+-commutativeN/A
lift-*.f64N/A
lift-*.f64N/A
associate-*r*N/A
lift-fabs.f64N/A
distribute-rgt-outN/A
lower-*.f64N/A
*-commutativeN/A
lower-fma.f6499.8
Applied rewrites99.8%
lift-/.f64N/A
metadata-eval99.8
Applied rewrites99.8%
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
sqr-abs-revN/A
pow2N/A
associate-*l*N/A
sqr-abs-revN/A
pow2N/A
lower-*.f64N/A
pow2N/A
lift-*.f64N/A
pow2N/A
lift-*.f6499.8
Applied rewrites99.8%
Taylor expanded in x around 0
Applied rewrites98.3%
Final simplification98.3%
(FPCore (x) :precision binary64 (/ (fabs (* (* x x) (* 0.6666666666666666 x))) (sqrt PI)))
double code(double x) {
return fabs(((x * x) * (0.6666666666666666 * x))) / sqrt(((double) M_PI));
}
public static double code(double x) {
return Math.abs(((x * x) * (0.6666666666666666 * x))) / Math.sqrt(Math.PI);
}
def code(x): return math.fabs(((x * x) * (0.6666666666666666 * x))) / math.sqrt(math.pi)
function code(x) return Float64(abs(Float64(Float64(x * x) * Float64(0.6666666666666666 * x))) / sqrt(pi)) end
function tmp = code(x) tmp = abs(((x * x) * (0.6666666666666666 * x))) / sqrt(pi); end
code[x_] := N[(N[Abs[N[(N[(x * x), $MachinePrecision] * N[(0.6666666666666666 * x), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] / N[Sqrt[Pi], $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\frac{\left|\left(x \cdot x\right) \cdot \left(0.6666666666666666 \cdot x\right)\right|}{\sqrt{\pi}}
\end{array}
Initial program 99.8%
Applied rewrites99.4%
Taylor expanded in x around inf
lift-fabs.f64N/A
lower-*.f64N/A
pow2N/A
sqr-abs-revN/A
lift-fabs.f64N/A
lift-fabs.f64N/A
lift-*.f64N/A
lower-*.f6427.7
lift-*.f64N/A
lift-*.f64N/A
pow3N/A
lower-pow.f6427.7
lift-fabs.f64N/A
rem-sqrt-square-revN/A
sqrt-unprodN/A
rem-square-sqrt27.7
Applied rewrites27.7%
lift-*.f64N/A
lift-pow.f64N/A
sqr-powN/A
pow-prod-downN/A
sqr-abs-revN/A
pow-prod-downN/A
sqr-powN/A
pow3N/A
sqr-abs-revN/A
pow2N/A
associate-*r*N/A
rem-sqrt-square-revN/A
pow2N/A
sqrt-pow1N/A
metadata-evalN/A
unpow1N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
pow2N/A
lift-*.f6427.7
Applied rewrites27.7%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
unpow1N/A
metadata-evalN/A
sqrt-pow1N/A
pow2N/A
rem-sqrt-square-revN/A
lower-*.f64N/A
rem-sqrt-square-revN/A
pow2N/A
sqrt-pow1N/A
metadata-evalN/A
unpow1N/A
lower-*.f6427.7
Applied rewrites27.7%
herbie shell --seed 2025083
(FPCore (x)
:name "Jmat.Real.erfi, branch x less than or equal to 0.5"
:precision binary64
:pre (<= x 0.5)
(fabs (* (/ 1.0 (sqrt PI)) (+ (+ (+ (* 2.0 (fabs x)) (* (/ 2.0 3.0) (* (* (fabs x) (fabs x)) (fabs x)))) (* (/ 1.0 5.0) (* (* (* (* (fabs x) (fabs x)) (fabs x)) (fabs x)) (fabs x)))) (* (/ 1.0 21.0) (* (* (* (* (* (* (fabs x) (fabs x)) (fabs x)) (fabs x)) (fabs x)) (fabs x)) (fabs x)))))))