
(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 5 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}
x_m = (fabs.f64 x)
(FPCore (x_m)
:precision binary64
(fabs
(*
(/ 1.0 (sqrt PI))
(+
(fma (fma (* x_m x_m) 0.6666666666666666 2.0) x_m (* (pow x_m 5.0) 0.2))
(*
0.047619047619047616
(* (fabs (* (* (* (* x_m x_m) (* x_m x_m)) x_m) x_m)) (fabs x_m)))))))x_m = fabs(x);
double code(double x_m) {
return fabs(((1.0 / sqrt(((double) M_PI))) * (fma(fma((x_m * x_m), 0.6666666666666666, 2.0), x_m, (pow(x_m, 5.0) * 0.2)) + (0.047619047619047616 * (fabs(((((x_m * x_m) * (x_m * x_m)) * x_m) * x_m)) * fabs(x_m))))));
}
x_m = abs(x) function code(x_m) return abs(Float64(Float64(1.0 / sqrt(pi)) * Float64(fma(fma(Float64(x_m * x_m), 0.6666666666666666, 2.0), x_m, Float64((x_m ^ 5.0) * 0.2)) + Float64(0.047619047619047616 * Float64(abs(Float64(Float64(Float64(Float64(x_m * x_m) * Float64(x_m * x_m)) * x_m) * x_m)) * abs(x_m)))))) end
x_m = N[Abs[x], $MachinePrecision] code[x$95$m_] := N[Abs[N[(N[(1.0 / N[Sqrt[Pi], $MachinePrecision]), $MachinePrecision] * N[(N[(N[(N[(x$95$m * x$95$m), $MachinePrecision] * 0.6666666666666666 + 2.0), $MachinePrecision] * x$95$m + N[(N[Power[x$95$m, 5.0], $MachinePrecision] * 0.2), $MachinePrecision]), $MachinePrecision] + N[(0.047619047619047616 * N[(N[Abs[N[(N[(N[(N[(x$95$m * x$95$m), $MachinePrecision] * N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision] * x$95$m), $MachinePrecision] * x$95$m), $MachinePrecision]], $MachinePrecision] * N[Abs[x$95$m], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]
\begin{array}{l}
x_m = \left|x\right|
\\
\left|\frac{1}{\sqrt{\pi}} \cdot \left(\mathsf{fma}\left(\mathsf{fma}\left(x\_m \cdot x\_m, 0.6666666666666666, 2\right), x\_m, {x\_m}^{5} \cdot 0.2\right) + 0.047619047619047616 \cdot \left(\left|\left(\left(\left(x\_m \cdot x\_m\right) \cdot \left(x\_m \cdot x\_m\right)\right) \cdot x\_m\right) \cdot x\_m\right| \cdot \left|x\_m\right|\right)\right)\right|
\end{array}
Initial program 99.9%
lift-+.f64N/A
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
Applied rewrites99.9%
lift-/.f64N/A
metadata-eval99.9
Applied rewrites99.9%
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-*.f6499.9
Applied rewrites99.9%
lift-fabs.f64N/A
lift-fma.f64N/A
lift-*.f64N/A
lift-fabs.f64N/A
lift-pow.f64N/A
*-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
rem-sqrt-square-revN/A
pow2N/A
sqrt-pow1N/A
metadata-evalN/A
unpow1N/A
*-commutativeN/A
lift-pow.f64N/A
lift-fabs.f64N/A
lift-*.f6480.5
lift-fabs.f64N/A
rem-sqrt-square-revN/A
pow2N/A
sqrt-pow1N/A
metadata-evalN/A
unpow170.4
Applied rewrites70.4%
Final simplification70.4%
x_m = (fabs.f64 x) (FPCore (x_m) :precision binary64 (fabs (* (/ 1.0 (sqrt PI)) (* (pow x_m 7.0) 0.047619047619047616))))
x_m = fabs(x);
double code(double x_m) {
return fabs(((1.0 / sqrt(((double) M_PI))) * (pow(x_m, 7.0) * 0.047619047619047616)));
}
x_m = Math.abs(x);
public static double code(double x_m) {
return Math.abs(((1.0 / Math.sqrt(Math.PI)) * (Math.pow(x_m, 7.0) * 0.047619047619047616)));
}
x_m = math.fabs(x) def code(x_m): return math.fabs(((1.0 / math.sqrt(math.pi)) * (math.pow(x_m, 7.0) * 0.047619047619047616)))
x_m = abs(x) function code(x_m) return abs(Float64(Float64(1.0 / sqrt(pi)) * Float64((x_m ^ 7.0) * 0.047619047619047616))) end
x_m = abs(x); function tmp = code(x_m) tmp = abs(((1.0 / sqrt(pi)) * ((x_m ^ 7.0) * 0.047619047619047616))); end
x_m = N[Abs[x], $MachinePrecision] code[x$95$m_] := N[Abs[N[(N[(1.0 / N[Sqrt[Pi], $MachinePrecision]), $MachinePrecision] * N[(N[Power[x$95$m, 7.0], $MachinePrecision] * 0.047619047619047616), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]
\begin{array}{l}
x_m = \left|x\right|
\\
\left|\frac{1}{\sqrt{\pi}} \cdot \left({x\_m}^{7} \cdot 0.047619047619047616\right)\right|
\end{array}
Initial program 99.9%
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.f6499.9
Applied rewrites99.9%
lift-*.f64N/A
lift-/.f64N/A
lift-*.f64N/A
associate-*r*N/A
Applied rewrites70.4%
Taylor expanded in x around inf
*-commutativeN/A
lift-pow.f64N/A
lift-*.f6439.6
Applied rewrites39.6%
x_m = (fabs.f64 x)
(FPCore (x_m)
:precision binary64
(fabs
(*
(/ 1.0 (sqrt PI))
(+
(+
(* (fma (* x_m x_m) 0.6666666666666666 2.0) x_m)
(* (/ 1.0 5.0) (fabs (* (* (* (* x_m x_m) x_m) x_m) x_m))))
(*
0.047619047619047616
(* (fabs (* (* (* (* x_m x_m) (* x_m x_m)) x_m) x_m)) (fabs x_m)))))))x_m = fabs(x);
double code(double x_m) {
return fabs(((1.0 / sqrt(((double) M_PI))) * (((fma((x_m * x_m), 0.6666666666666666, 2.0) * x_m) + ((1.0 / 5.0) * fabs(((((x_m * x_m) * x_m) * x_m) * x_m)))) + (0.047619047619047616 * (fabs(((((x_m * x_m) * (x_m * x_m)) * x_m) * x_m)) * fabs(x_m))))));
}
x_m = abs(x) function code(x_m) return abs(Float64(Float64(1.0 / sqrt(pi)) * Float64(Float64(Float64(fma(Float64(x_m * x_m), 0.6666666666666666, 2.0) * x_m) + Float64(Float64(1.0 / 5.0) * abs(Float64(Float64(Float64(Float64(x_m * x_m) * x_m) * x_m) * x_m)))) + Float64(0.047619047619047616 * Float64(abs(Float64(Float64(Float64(Float64(x_m * x_m) * Float64(x_m * x_m)) * x_m) * x_m)) * abs(x_m)))))) end
x_m = N[Abs[x], $MachinePrecision] code[x$95$m_] := N[Abs[N[(N[(1.0 / N[Sqrt[Pi], $MachinePrecision]), $MachinePrecision] * N[(N[(N[(N[(N[(x$95$m * x$95$m), $MachinePrecision] * 0.6666666666666666 + 2.0), $MachinePrecision] * x$95$m), $MachinePrecision] + N[(N[(1.0 / 5.0), $MachinePrecision] * N[Abs[N[(N[(N[(N[(x$95$m * x$95$m), $MachinePrecision] * x$95$m), $MachinePrecision] * x$95$m), $MachinePrecision] * x$95$m), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(0.047619047619047616 * N[(N[Abs[N[(N[(N[(N[(x$95$m * x$95$m), $MachinePrecision] * N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision] * x$95$m), $MachinePrecision] * x$95$m), $MachinePrecision]], $MachinePrecision] * N[Abs[x$95$m], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]
\begin{array}{l}
x_m = \left|x\right|
\\
\left|\frac{1}{\sqrt{\pi}} \cdot \left(\left(\mathsf{fma}\left(x\_m \cdot x\_m, 0.6666666666666666, 2\right) \cdot x\_m + \frac{1}{5} \cdot \left|\left(\left(\left(x\_m \cdot x\_m\right) \cdot x\_m\right) \cdot x\_m\right) \cdot x\_m\right|\right) + 0.047619047619047616 \cdot \left(\left|\left(\left(\left(x\_m \cdot x\_m\right) \cdot \left(x\_m \cdot x\_m\right)\right) \cdot x\_m\right) \cdot x\_m\right| \cdot \left|x\_m\right|\right)\right)\right|
\end{array}
Initial program 99.9%
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.f6499.9
Applied rewrites99.9%
lift-/.f64N/A
metadata-eval99.9
Applied rewrites99.9%
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-*.f6499.9
Applied rewrites99.9%
lift-*.f64N/A
lift-fabs.f64N/A
*-commutativeN/A
lower-*.f64N/A
rem-sqrt-square-revN/A
pow2N/A
sqrt-pow1N/A
metadata-evalN/A
unpow175.5
Applied rewrites75.5%
Final simplification75.5%
x_m = (fabs.f64 x)
(FPCore (x_m)
:precision binary64
(let* ((t_0 (fabs (* (* (* (* x_m x_m) x_m) x_m) x_m))))
(fabs
(*
(/ 1.0 (sqrt PI))
(+
(+ (* (fabs x_m) 2.0) (* (/ 1.0 5.0) t_0))
(* 0.047619047619047616 (* (* t_0 (fabs x_m)) x_m)))))))x_m = fabs(x);
double code(double x_m) {
double t_0 = fabs(((((x_m * x_m) * x_m) * x_m) * x_m));
return fabs(((1.0 / sqrt(((double) M_PI))) * (((fabs(x_m) * 2.0) + ((1.0 / 5.0) * t_0)) + (0.047619047619047616 * ((t_0 * fabs(x_m)) * x_m)))));
}
x_m = Math.abs(x);
public static double code(double x_m) {
double t_0 = Math.abs(((((x_m * x_m) * x_m) * x_m) * x_m));
return Math.abs(((1.0 / Math.sqrt(Math.PI)) * (((Math.abs(x_m) * 2.0) + ((1.0 / 5.0) * t_0)) + (0.047619047619047616 * ((t_0 * Math.abs(x_m)) * x_m)))));
}
x_m = math.fabs(x) def code(x_m): t_0 = math.fabs(((((x_m * x_m) * x_m) * x_m) * x_m)) return math.fabs(((1.0 / math.sqrt(math.pi)) * (((math.fabs(x_m) * 2.0) + ((1.0 / 5.0) * t_0)) + (0.047619047619047616 * ((t_0 * math.fabs(x_m)) * x_m)))))
x_m = abs(x) function code(x_m) t_0 = abs(Float64(Float64(Float64(Float64(x_m * x_m) * x_m) * x_m) * x_m)) return abs(Float64(Float64(1.0 / sqrt(pi)) * Float64(Float64(Float64(abs(x_m) * 2.0) + Float64(Float64(1.0 / 5.0) * t_0)) + Float64(0.047619047619047616 * Float64(Float64(t_0 * abs(x_m)) * x_m))))) end
x_m = abs(x); function tmp = code(x_m) t_0 = abs(((((x_m * x_m) * x_m) * x_m) * x_m)); tmp = abs(((1.0 / sqrt(pi)) * (((abs(x_m) * 2.0) + ((1.0 / 5.0) * t_0)) + (0.047619047619047616 * ((t_0 * abs(x_m)) * x_m))))); end
x_m = N[Abs[x], $MachinePrecision]
code[x$95$m_] := Block[{t$95$0 = N[Abs[N[(N[(N[(N[(x$95$m * x$95$m), $MachinePrecision] * x$95$m), $MachinePrecision] * x$95$m), $MachinePrecision] * x$95$m), $MachinePrecision]], $MachinePrecision]}, N[Abs[N[(N[(1.0 / N[Sqrt[Pi], $MachinePrecision]), $MachinePrecision] * N[(N[(N[(N[Abs[x$95$m], $MachinePrecision] * 2.0), $MachinePrecision] + N[(N[(1.0 / 5.0), $MachinePrecision] * t$95$0), $MachinePrecision]), $MachinePrecision] + N[(0.047619047619047616 * N[(N[(t$95$0 * N[Abs[x$95$m], $MachinePrecision]), $MachinePrecision] * x$95$m), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]]
\begin{array}{l}
x_m = \left|x\right|
\\
\begin{array}{l}
t_0 := \left|\left(\left(\left(x\_m \cdot x\_m\right) \cdot x\_m\right) \cdot x\_m\right) \cdot x\_m\right|\\
\left|\frac{1}{\sqrt{\pi}} \cdot \left(\left(\left|x\_m\right| \cdot 2 + \frac{1}{5} \cdot t\_0\right) + 0.047619047619047616 \cdot \left(\left(t\_0 \cdot \left|x\_m\right|\right) \cdot x\_m\right)\right)\right|
\end{array}
\end{array}
Initial program 99.9%
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.f6499.9
Applied rewrites99.9%
lift-/.f64N/A
metadata-eval99.9
Applied rewrites99.9%
Taylor expanded in x around 0
Applied rewrites99.2%
Taylor expanded in x around 0
rem-sqrt-square-revN/A
pow2N/A
sqrt-pow1N/A
metadata-evalN/A
unpow170.2
Applied rewrites70.2%
Final simplification70.2%
x_m = (fabs.f64 x) (FPCore (x_m) :precision binary64 (fabs (/ (* (* (* x_m x_m) 0.6666666666666666) x_m) (sqrt PI))))
x_m = fabs(x);
double code(double x_m) {
return fabs(((((x_m * x_m) * 0.6666666666666666) * x_m) / sqrt(((double) M_PI))));
}
x_m = Math.abs(x);
public static double code(double x_m) {
return Math.abs(((((x_m * x_m) * 0.6666666666666666) * x_m) / Math.sqrt(Math.PI)));
}
x_m = math.fabs(x) def code(x_m): return math.fabs(((((x_m * x_m) * 0.6666666666666666) * x_m) / math.sqrt(math.pi)))
x_m = abs(x) function code(x_m) return abs(Float64(Float64(Float64(Float64(x_m * x_m) * 0.6666666666666666) * x_m) / sqrt(pi))) end
x_m = abs(x); function tmp = code(x_m) tmp = abs(((((x_m * x_m) * 0.6666666666666666) * x_m) / sqrt(pi))); end
x_m = N[Abs[x], $MachinePrecision] code[x$95$m_] := N[Abs[N[(N[(N[(N[(x$95$m * x$95$m), $MachinePrecision] * 0.6666666666666666), $MachinePrecision] * x$95$m), $MachinePrecision] / N[Sqrt[Pi], $MachinePrecision]), $MachinePrecision]], $MachinePrecision]
\begin{array}{l}
x_m = \left|x\right|
\\
\left|\frac{\left(\left(x\_m \cdot x\_m\right) \cdot 0.6666666666666666\right) \cdot x\_m}{\sqrt{\pi}}\right|
\end{array}
Initial program 99.9%
lift-+.f64N/A
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
Applied rewrites99.9%
Taylor expanded in x around inf
Applied rewrites28.4%
lift-*.f64N/A
lift-/.f64N/A
lift-pow.f64N/A
associate-*l/N/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
lower-/.f64N/A
Applied rewrites28.4%
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
*-commutativeN/A
associate-*r*N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
pow2N/A
lift-*.f64N/A
rem-sqrt-square-revN/A
pow2N/A
sqrt-pow1N/A
metadata-evalN/A
unpow128.4
Applied rewrites28.4%
herbie shell --seed 2025057
(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)))))))