
(FPCore (x)
:precision binary64
(let* ((t_0 (* (* x x) (* x x)))
(t_1 (* t_0 (* x x)))
(t_2 (* t_1 (* x x)))
(t_3 (* t_2 (* x x))))
(*
(/
(+
(+
(+
(+ (+ 1.0 (* 0.1049934947 (* x x))) (* 0.0424060604 t_0))
(* 0.0072644182 t_1))
(* 0.0005064034 t_2))
(* 0.0001789971 t_3))
(+
(+
(+
(+
(+ (+ 1.0 (* 0.7715471019 (* x x))) (* 0.2909738639 t_0))
(* 0.0694555761 t_1))
(* 0.0140005442 t_2))
(* 0.0008327945 t_3))
(* (* 2.0 0.0001789971) (* t_3 (* x x)))))
x)))
double code(double x) {
double t_0 = (x * x) * (x * x);
double t_1 = t_0 * (x * x);
double t_2 = t_1 * (x * x);
double t_3 = t_2 * (x * x);
return ((((((1.0 + (0.1049934947 * (x * x))) + (0.0424060604 * t_0)) + (0.0072644182 * t_1)) + (0.0005064034 * t_2)) + (0.0001789971 * t_3)) / ((((((1.0 + (0.7715471019 * (x * x))) + (0.2909738639 * t_0)) + (0.0694555761 * t_1)) + (0.0140005442 * t_2)) + (0.0008327945 * t_3)) + ((2.0 * 0.0001789971) * (t_3 * (x * x))))) * x;
}
real(8) function code(x)
real(8), intent (in) :: x
real(8) :: t_0
real(8) :: t_1
real(8) :: t_2
real(8) :: t_3
t_0 = (x * x) * (x * x)
t_1 = t_0 * (x * x)
t_2 = t_1 * (x * x)
t_3 = t_2 * (x * x)
code = ((((((1.0d0 + (0.1049934947d0 * (x * x))) + (0.0424060604d0 * t_0)) + (0.0072644182d0 * t_1)) + (0.0005064034d0 * t_2)) + (0.0001789971d0 * t_3)) / ((((((1.0d0 + (0.7715471019d0 * (x * x))) + (0.2909738639d0 * t_0)) + (0.0694555761d0 * t_1)) + (0.0140005442d0 * t_2)) + (0.0008327945d0 * t_3)) + ((2.0d0 * 0.0001789971d0) * (t_3 * (x * x))))) * x
end function
public static double code(double x) {
double t_0 = (x * x) * (x * x);
double t_1 = t_0 * (x * x);
double t_2 = t_1 * (x * x);
double t_3 = t_2 * (x * x);
return ((((((1.0 + (0.1049934947 * (x * x))) + (0.0424060604 * t_0)) + (0.0072644182 * t_1)) + (0.0005064034 * t_2)) + (0.0001789971 * t_3)) / ((((((1.0 + (0.7715471019 * (x * x))) + (0.2909738639 * t_0)) + (0.0694555761 * t_1)) + (0.0140005442 * t_2)) + (0.0008327945 * t_3)) + ((2.0 * 0.0001789971) * (t_3 * (x * x))))) * x;
}
def code(x): t_0 = (x * x) * (x * x) t_1 = t_0 * (x * x) t_2 = t_1 * (x * x) t_3 = t_2 * (x * x) return ((((((1.0 + (0.1049934947 * (x * x))) + (0.0424060604 * t_0)) + (0.0072644182 * t_1)) + (0.0005064034 * t_2)) + (0.0001789971 * t_3)) / ((((((1.0 + (0.7715471019 * (x * x))) + (0.2909738639 * t_0)) + (0.0694555761 * t_1)) + (0.0140005442 * t_2)) + (0.0008327945 * t_3)) + ((2.0 * 0.0001789971) * (t_3 * (x * x))))) * x
function code(x) t_0 = Float64(Float64(x * x) * Float64(x * x)) t_1 = Float64(t_0 * Float64(x * x)) t_2 = Float64(t_1 * Float64(x * x)) t_3 = Float64(t_2 * Float64(x * x)) return Float64(Float64(Float64(Float64(Float64(Float64(Float64(1.0 + Float64(0.1049934947 * Float64(x * x))) + Float64(0.0424060604 * t_0)) + Float64(0.0072644182 * t_1)) + Float64(0.0005064034 * t_2)) + Float64(0.0001789971 * t_3)) / Float64(Float64(Float64(Float64(Float64(Float64(1.0 + Float64(0.7715471019 * Float64(x * x))) + Float64(0.2909738639 * t_0)) + Float64(0.0694555761 * t_1)) + Float64(0.0140005442 * t_2)) + Float64(0.0008327945 * t_3)) + Float64(Float64(2.0 * 0.0001789971) * Float64(t_3 * Float64(x * x))))) * x) end
function tmp = code(x) t_0 = (x * x) * (x * x); t_1 = t_0 * (x * x); t_2 = t_1 * (x * x); t_3 = t_2 * (x * x); tmp = ((((((1.0 + (0.1049934947 * (x * x))) + (0.0424060604 * t_0)) + (0.0072644182 * t_1)) + (0.0005064034 * t_2)) + (0.0001789971 * t_3)) / ((((((1.0 + (0.7715471019 * (x * x))) + (0.2909738639 * t_0)) + (0.0694555761 * t_1)) + (0.0140005442 * t_2)) + (0.0008327945 * t_3)) + ((2.0 * 0.0001789971) * (t_3 * (x * x))))) * x; end
code[x_] := Block[{t$95$0 = N[(N[(x * x), $MachinePrecision] * N[(x * x), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(t$95$0 * N[(x * x), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$2 = N[(t$95$1 * N[(x * x), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$3 = N[(t$95$2 * N[(x * x), $MachinePrecision]), $MachinePrecision]}, N[(N[(N[(N[(N[(N[(N[(1.0 + N[(0.1049934947 * N[(x * x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(0.0424060604 * t$95$0), $MachinePrecision]), $MachinePrecision] + N[(0.0072644182 * t$95$1), $MachinePrecision]), $MachinePrecision] + N[(0.0005064034 * t$95$2), $MachinePrecision]), $MachinePrecision] + N[(0.0001789971 * t$95$3), $MachinePrecision]), $MachinePrecision] / N[(N[(N[(N[(N[(N[(1.0 + N[(0.7715471019 * N[(x * x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(0.2909738639 * t$95$0), $MachinePrecision]), $MachinePrecision] + N[(0.0694555761 * t$95$1), $MachinePrecision]), $MachinePrecision] + N[(0.0140005442 * t$95$2), $MachinePrecision]), $MachinePrecision] + N[(0.0008327945 * t$95$3), $MachinePrecision]), $MachinePrecision] + N[(N[(2.0 * 0.0001789971), $MachinePrecision] * N[(t$95$3 * N[(x * x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * x), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(x \cdot x\right) \cdot \left(x \cdot x\right)\\
t_1 := t\_0 \cdot \left(x \cdot x\right)\\
t_2 := t\_1 \cdot \left(x \cdot x\right)\\
t_3 := t\_2 \cdot \left(x \cdot x\right)\\
\frac{\left(\left(\left(\left(1 + 0.1049934947 \cdot \left(x \cdot x\right)\right) + 0.0424060604 \cdot t\_0\right) + 0.0072644182 \cdot t\_1\right) + 0.0005064034 \cdot t\_2\right) + 0.0001789971 \cdot t\_3}{\left(\left(\left(\left(\left(1 + 0.7715471019 \cdot \left(x \cdot x\right)\right) + 0.2909738639 \cdot t\_0\right) + 0.0694555761 \cdot t\_1\right) + 0.0140005442 \cdot t\_2\right) + 0.0008327945 \cdot t\_3\right) + \left(2 \cdot 0.0001789971\right) \cdot \left(t\_3 \cdot \left(x \cdot x\right)\right)} \cdot x
\end{array}
\end{array}
Sampling outcomes in binary64 precision:
Herbie found 13 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (x)
:precision binary64
(let* ((t_0 (* (* x x) (* x x)))
(t_1 (* t_0 (* x x)))
(t_2 (* t_1 (* x x)))
(t_3 (* t_2 (* x x))))
(*
(/
(+
(+
(+
(+ (+ 1.0 (* 0.1049934947 (* x x))) (* 0.0424060604 t_0))
(* 0.0072644182 t_1))
(* 0.0005064034 t_2))
(* 0.0001789971 t_3))
(+
(+
(+
(+
(+ (+ 1.0 (* 0.7715471019 (* x x))) (* 0.2909738639 t_0))
(* 0.0694555761 t_1))
(* 0.0140005442 t_2))
(* 0.0008327945 t_3))
(* (* 2.0 0.0001789971) (* t_3 (* x x)))))
x)))
double code(double x) {
double t_0 = (x * x) * (x * x);
double t_1 = t_0 * (x * x);
double t_2 = t_1 * (x * x);
double t_3 = t_2 * (x * x);
return ((((((1.0 + (0.1049934947 * (x * x))) + (0.0424060604 * t_0)) + (0.0072644182 * t_1)) + (0.0005064034 * t_2)) + (0.0001789971 * t_3)) / ((((((1.0 + (0.7715471019 * (x * x))) + (0.2909738639 * t_0)) + (0.0694555761 * t_1)) + (0.0140005442 * t_2)) + (0.0008327945 * t_3)) + ((2.0 * 0.0001789971) * (t_3 * (x * x))))) * x;
}
real(8) function code(x)
real(8), intent (in) :: x
real(8) :: t_0
real(8) :: t_1
real(8) :: t_2
real(8) :: t_3
t_0 = (x * x) * (x * x)
t_1 = t_0 * (x * x)
t_2 = t_1 * (x * x)
t_3 = t_2 * (x * x)
code = ((((((1.0d0 + (0.1049934947d0 * (x * x))) + (0.0424060604d0 * t_0)) + (0.0072644182d0 * t_1)) + (0.0005064034d0 * t_2)) + (0.0001789971d0 * t_3)) / ((((((1.0d0 + (0.7715471019d0 * (x * x))) + (0.2909738639d0 * t_0)) + (0.0694555761d0 * t_1)) + (0.0140005442d0 * t_2)) + (0.0008327945d0 * t_3)) + ((2.0d0 * 0.0001789971d0) * (t_3 * (x * x))))) * x
end function
public static double code(double x) {
double t_0 = (x * x) * (x * x);
double t_1 = t_0 * (x * x);
double t_2 = t_1 * (x * x);
double t_3 = t_2 * (x * x);
return ((((((1.0 + (0.1049934947 * (x * x))) + (0.0424060604 * t_0)) + (0.0072644182 * t_1)) + (0.0005064034 * t_2)) + (0.0001789971 * t_3)) / ((((((1.0 + (0.7715471019 * (x * x))) + (0.2909738639 * t_0)) + (0.0694555761 * t_1)) + (0.0140005442 * t_2)) + (0.0008327945 * t_3)) + ((2.0 * 0.0001789971) * (t_3 * (x * x))))) * x;
}
def code(x): t_0 = (x * x) * (x * x) t_1 = t_0 * (x * x) t_2 = t_1 * (x * x) t_3 = t_2 * (x * x) return ((((((1.0 + (0.1049934947 * (x * x))) + (0.0424060604 * t_0)) + (0.0072644182 * t_1)) + (0.0005064034 * t_2)) + (0.0001789971 * t_3)) / ((((((1.0 + (0.7715471019 * (x * x))) + (0.2909738639 * t_0)) + (0.0694555761 * t_1)) + (0.0140005442 * t_2)) + (0.0008327945 * t_3)) + ((2.0 * 0.0001789971) * (t_3 * (x * x))))) * x
function code(x) t_0 = Float64(Float64(x * x) * Float64(x * x)) t_1 = Float64(t_0 * Float64(x * x)) t_2 = Float64(t_1 * Float64(x * x)) t_3 = Float64(t_2 * Float64(x * x)) return Float64(Float64(Float64(Float64(Float64(Float64(Float64(1.0 + Float64(0.1049934947 * Float64(x * x))) + Float64(0.0424060604 * t_0)) + Float64(0.0072644182 * t_1)) + Float64(0.0005064034 * t_2)) + Float64(0.0001789971 * t_3)) / Float64(Float64(Float64(Float64(Float64(Float64(1.0 + Float64(0.7715471019 * Float64(x * x))) + Float64(0.2909738639 * t_0)) + Float64(0.0694555761 * t_1)) + Float64(0.0140005442 * t_2)) + Float64(0.0008327945 * t_3)) + Float64(Float64(2.0 * 0.0001789971) * Float64(t_3 * Float64(x * x))))) * x) end
function tmp = code(x) t_0 = (x * x) * (x * x); t_1 = t_0 * (x * x); t_2 = t_1 * (x * x); t_3 = t_2 * (x * x); tmp = ((((((1.0 + (0.1049934947 * (x * x))) + (0.0424060604 * t_0)) + (0.0072644182 * t_1)) + (0.0005064034 * t_2)) + (0.0001789971 * t_3)) / ((((((1.0 + (0.7715471019 * (x * x))) + (0.2909738639 * t_0)) + (0.0694555761 * t_1)) + (0.0140005442 * t_2)) + (0.0008327945 * t_3)) + ((2.0 * 0.0001789971) * (t_3 * (x * x))))) * x; end
code[x_] := Block[{t$95$0 = N[(N[(x * x), $MachinePrecision] * N[(x * x), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(t$95$0 * N[(x * x), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$2 = N[(t$95$1 * N[(x * x), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$3 = N[(t$95$2 * N[(x * x), $MachinePrecision]), $MachinePrecision]}, N[(N[(N[(N[(N[(N[(N[(1.0 + N[(0.1049934947 * N[(x * x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(0.0424060604 * t$95$0), $MachinePrecision]), $MachinePrecision] + N[(0.0072644182 * t$95$1), $MachinePrecision]), $MachinePrecision] + N[(0.0005064034 * t$95$2), $MachinePrecision]), $MachinePrecision] + N[(0.0001789971 * t$95$3), $MachinePrecision]), $MachinePrecision] / N[(N[(N[(N[(N[(N[(1.0 + N[(0.7715471019 * N[(x * x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(0.2909738639 * t$95$0), $MachinePrecision]), $MachinePrecision] + N[(0.0694555761 * t$95$1), $MachinePrecision]), $MachinePrecision] + N[(0.0140005442 * t$95$2), $MachinePrecision]), $MachinePrecision] + N[(0.0008327945 * t$95$3), $MachinePrecision]), $MachinePrecision] + N[(N[(2.0 * 0.0001789971), $MachinePrecision] * N[(t$95$3 * N[(x * x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * x), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(x \cdot x\right) \cdot \left(x \cdot x\right)\\
t_1 := t\_0 \cdot \left(x \cdot x\right)\\
t_2 := t\_1 \cdot \left(x \cdot x\right)\\
t_3 := t\_2 \cdot \left(x \cdot x\right)\\
\frac{\left(\left(\left(\left(1 + 0.1049934947 \cdot \left(x \cdot x\right)\right) + 0.0424060604 \cdot t\_0\right) + 0.0072644182 \cdot t\_1\right) + 0.0005064034 \cdot t\_2\right) + 0.0001789971 \cdot t\_3}{\left(\left(\left(\left(\left(1 + 0.7715471019 \cdot \left(x \cdot x\right)\right) + 0.2909738639 \cdot t\_0\right) + 0.0694555761 \cdot t\_1\right) + 0.0140005442 \cdot t\_2\right) + 0.0008327945 \cdot t\_3\right) + \left(2 \cdot 0.0001789971\right) \cdot \left(t\_3 \cdot \left(x \cdot x\right)\right)} \cdot x
\end{array}
\end{array}
x\_m = (fabs.f64 x)
x\_s = (copysign.f64 #s(literal 1 binary64) x)
(FPCore (x_s x_m)
:precision binary64
(let* ((t_0 (* (* x_m x_m) x_m))
(t_1 (* (* t_0 x_m) x_m))
(t_2
(fma
(* x_m x_m)
(fma
x_m
(fma (* 0.0694555761 (* x_m x_m)) x_m (* 0.0140005442 t_1))
(fma 0.2909738639 (* x_m x_m) 0.7715471019))
1.0))
(t_3 (* (fma (* 0.0003579942 x_m) x_m 0.0008327945) (* t_1 t_0)))
(t_4 (- t_2 (* t_3 (* x_m x_m)))))
(*
x_s
(if (<= x_m 200.0)
(*
(/
(*
(fma
(* (fma (* 0.0001789971 x_m) x_m 0.0005064034) (* t_1 x_m))
(* x_m x_m)
(fma
(* x_m x_m)
(fma x_m (fma 0.0424060604 x_m (* 0.0072644182 t_0)) 0.1049934947)
1.0))
x_m)
(* t_4 (fma t_3 (* x_m x_m) t_2)))
t_4)
(/
(+
0.5
(/
(-
(/
(- (/ 11.259630434457211 (* x_m x_m)) -0.15298196345929074)
(* x_m x_m))
-0.2514179000665374)
(* x_m x_m)))
x_m)))))x\_m = fabs(x);
x\_s = copysign(1.0, x);
double code(double x_s, double x_m) {
double t_0 = (x_m * x_m) * x_m;
double t_1 = (t_0 * x_m) * x_m;
double t_2 = fma((x_m * x_m), fma(x_m, fma((0.0694555761 * (x_m * x_m)), x_m, (0.0140005442 * t_1)), fma(0.2909738639, (x_m * x_m), 0.7715471019)), 1.0);
double t_3 = fma((0.0003579942 * x_m), x_m, 0.0008327945) * (t_1 * t_0);
double t_4 = t_2 - (t_3 * (x_m * x_m));
double tmp;
if (x_m <= 200.0) {
tmp = ((fma((fma((0.0001789971 * x_m), x_m, 0.0005064034) * (t_1 * x_m)), (x_m * x_m), fma((x_m * x_m), fma(x_m, fma(0.0424060604, x_m, (0.0072644182 * t_0)), 0.1049934947), 1.0)) * x_m) / (t_4 * fma(t_3, (x_m * x_m), t_2))) * t_4;
} else {
tmp = (0.5 + (((((11.259630434457211 / (x_m * x_m)) - -0.15298196345929074) / (x_m * x_m)) - -0.2514179000665374) / (x_m * x_m))) / x_m;
}
return x_s * tmp;
}
x\_m = abs(x) x\_s = copysign(1.0, x) function code(x_s, x_m) t_0 = Float64(Float64(x_m * x_m) * x_m) t_1 = Float64(Float64(t_0 * x_m) * x_m) t_2 = fma(Float64(x_m * x_m), fma(x_m, fma(Float64(0.0694555761 * Float64(x_m * x_m)), x_m, Float64(0.0140005442 * t_1)), fma(0.2909738639, Float64(x_m * x_m), 0.7715471019)), 1.0) t_3 = Float64(fma(Float64(0.0003579942 * x_m), x_m, 0.0008327945) * Float64(t_1 * t_0)) t_4 = Float64(t_2 - Float64(t_3 * Float64(x_m * x_m))) tmp = 0.0 if (x_m <= 200.0) tmp = Float64(Float64(Float64(fma(Float64(fma(Float64(0.0001789971 * x_m), x_m, 0.0005064034) * Float64(t_1 * x_m)), Float64(x_m * x_m), fma(Float64(x_m * x_m), fma(x_m, fma(0.0424060604, x_m, Float64(0.0072644182 * t_0)), 0.1049934947), 1.0)) * x_m) / Float64(t_4 * fma(t_3, Float64(x_m * x_m), t_2))) * t_4); else tmp = Float64(Float64(0.5 + Float64(Float64(Float64(Float64(Float64(11.259630434457211 / Float64(x_m * x_m)) - -0.15298196345929074) / Float64(x_m * x_m)) - -0.2514179000665374) / Float64(x_m * x_m))) / x_m); end return Float64(x_s * tmp) end
x\_m = N[Abs[x], $MachinePrecision]
x\_s = N[With[{TMP1 = Abs[1.0], TMP2 = Sign[x]}, TMP1 * If[TMP2 == 0, 1, TMP2]], $MachinePrecision]
code[x$95$s_, x$95$m_] := Block[{t$95$0 = N[(N[(x$95$m * x$95$m), $MachinePrecision] * x$95$m), $MachinePrecision]}, Block[{t$95$1 = N[(N[(t$95$0 * x$95$m), $MachinePrecision] * x$95$m), $MachinePrecision]}, Block[{t$95$2 = N[(N[(x$95$m * x$95$m), $MachinePrecision] * N[(x$95$m * N[(N[(0.0694555761 * N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision] * x$95$m + N[(0.0140005442 * t$95$1), $MachinePrecision]), $MachinePrecision] + N[(0.2909738639 * N[(x$95$m * x$95$m), $MachinePrecision] + 0.7715471019), $MachinePrecision]), $MachinePrecision] + 1.0), $MachinePrecision]}, Block[{t$95$3 = N[(N[(N[(0.0003579942 * x$95$m), $MachinePrecision] * x$95$m + 0.0008327945), $MachinePrecision] * N[(t$95$1 * t$95$0), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$4 = N[(t$95$2 - N[(t$95$3 * N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, N[(x$95$s * If[LessEqual[x$95$m, 200.0], N[(N[(N[(N[(N[(N[(N[(0.0001789971 * x$95$m), $MachinePrecision] * x$95$m + 0.0005064034), $MachinePrecision] * N[(t$95$1 * x$95$m), $MachinePrecision]), $MachinePrecision] * N[(x$95$m * x$95$m), $MachinePrecision] + N[(N[(x$95$m * x$95$m), $MachinePrecision] * N[(x$95$m * N[(0.0424060604 * x$95$m + N[(0.0072644182 * t$95$0), $MachinePrecision]), $MachinePrecision] + 0.1049934947), $MachinePrecision] + 1.0), $MachinePrecision]), $MachinePrecision] * x$95$m), $MachinePrecision] / N[(t$95$4 * N[(t$95$3 * N[(x$95$m * x$95$m), $MachinePrecision] + t$95$2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * t$95$4), $MachinePrecision], N[(N[(0.5 + N[(N[(N[(N[(N[(11.259630434457211 / N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision] - -0.15298196345929074), $MachinePrecision] / N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision] - -0.2514179000665374), $MachinePrecision] / N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / x$95$m), $MachinePrecision]]), $MachinePrecision]]]]]]
\begin{array}{l}
x\_m = \left|x\right|
\\
x\_s = \mathsf{copysign}\left(1, x\right)
\\
\begin{array}{l}
t_0 := \left(x\_m \cdot x\_m\right) \cdot x\_m\\
t_1 := \left(t\_0 \cdot x\_m\right) \cdot x\_m\\
t_2 := \mathsf{fma}\left(x\_m \cdot x\_m, \mathsf{fma}\left(x\_m, \mathsf{fma}\left(0.0694555761 \cdot \left(x\_m \cdot x\_m\right), x\_m, 0.0140005442 \cdot t\_1\right), \mathsf{fma}\left(0.2909738639, x\_m \cdot x\_m, 0.7715471019\right)\right), 1\right)\\
t_3 := \mathsf{fma}\left(0.0003579942 \cdot x\_m, x\_m, 0.0008327945\right) \cdot \left(t\_1 \cdot t\_0\right)\\
t_4 := t\_2 - t\_3 \cdot \left(x\_m \cdot x\_m\right)\\
x\_s \cdot \begin{array}{l}
\mathbf{if}\;x\_m \leq 200:\\
\;\;\;\;\frac{\mathsf{fma}\left(\mathsf{fma}\left(0.0001789971 \cdot x\_m, x\_m, 0.0005064034\right) \cdot \left(t\_1 \cdot x\_m\right), x\_m \cdot x\_m, \mathsf{fma}\left(x\_m \cdot x\_m, \mathsf{fma}\left(x\_m, \mathsf{fma}\left(0.0424060604, x\_m, 0.0072644182 \cdot t\_0\right), 0.1049934947\right), 1\right)\right) \cdot x\_m}{t\_4 \cdot \mathsf{fma}\left(t\_3, x\_m \cdot x\_m, t\_2\right)} \cdot t\_4\\
\mathbf{else}:\\
\;\;\;\;\frac{0.5 + \frac{\frac{\frac{11.259630434457211}{x\_m \cdot x\_m} - -0.15298196345929074}{x\_m \cdot x\_m} - -0.2514179000665374}{x\_m \cdot x\_m}}{x\_m}\\
\end{array}
\end{array}
\end{array}
if x < 200Initial program 69.2%
Applied rewrites69.2%
Applied rewrites67.2%
if 200 < x Initial program 6.5%
Applied rewrites6.5%
Taylor expanded in x around -inf
Applied rewrites100.0%
Applied rewrites100.0%
Final simplification75.0%
x\_m = (fabs.f64 x)
x\_s = (copysign.f64 #s(literal 1 binary64) x)
(FPCore (x_s x_m)
:precision binary64
(let* ((t_0 (* (* x_m x_m) x_m)))
(*
x_s
(if (<= x_m 500.0)
(*
(/
x_m
(fma
(* x_m x_m)
(fma
(fma (* 0.0003579942 x_m) x_m 0.0008327945)
(* (* t_0 (* x_m x_m)) t_0)
(fma
x_m
(*
(fma
(fma 0.0140005442 (* x_m x_m) 0.0694555761)
(* x_m x_m)
0.2909738639)
x_m)
0.7715471019))
1.0))
(fma
(* x_m x_m)
(fma
(* t_0 t_0)
(fma (* 0.0001789971 x_m) x_m 0.0005064034)
(fma
(* (fma 0.0072644182 (* x_m x_m) 0.0424060604) x_m)
x_m
0.1049934947))
1.0))
(/ (- (/ 0.2514179000665374 (* x_m x_m)) -0.5) x_m)))))x\_m = fabs(x);
x\_s = copysign(1.0, x);
double code(double x_s, double x_m) {
double t_0 = (x_m * x_m) * x_m;
double tmp;
if (x_m <= 500.0) {
tmp = (x_m / fma((x_m * x_m), fma(fma((0.0003579942 * x_m), x_m, 0.0008327945), ((t_0 * (x_m * x_m)) * t_0), fma(x_m, (fma(fma(0.0140005442, (x_m * x_m), 0.0694555761), (x_m * x_m), 0.2909738639) * x_m), 0.7715471019)), 1.0)) * fma((x_m * x_m), fma((t_0 * t_0), fma((0.0001789971 * x_m), x_m, 0.0005064034), fma((fma(0.0072644182, (x_m * x_m), 0.0424060604) * x_m), x_m, 0.1049934947)), 1.0);
} else {
tmp = ((0.2514179000665374 / (x_m * x_m)) - -0.5) / x_m;
}
return x_s * tmp;
}
x\_m = abs(x) x\_s = copysign(1.0, x) function code(x_s, x_m) t_0 = Float64(Float64(x_m * x_m) * x_m) tmp = 0.0 if (x_m <= 500.0) tmp = Float64(Float64(x_m / fma(Float64(x_m * x_m), fma(fma(Float64(0.0003579942 * x_m), x_m, 0.0008327945), Float64(Float64(t_0 * Float64(x_m * x_m)) * t_0), fma(x_m, Float64(fma(fma(0.0140005442, Float64(x_m * x_m), 0.0694555761), Float64(x_m * x_m), 0.2909738639) * x_m), 0.7715471019)), 1.0)) * fma(Float64(x_m * x_m), fma(Float64(t_0 * t_0), fma(Float64(0.0001789971 * x_m), x_m, 0.0005064034), fma(Float64(fma(0.0072644182, Float64(x_m * x_m), 0.0424060604) * x_m), x_m, 0.1049934947)), 1.0)); else tmp = Float64(Float64(Float64(0.2514179000665374 / Float64(x_m * x_m)) - -0.5) / x_m); end return Float64(x_s * tmp) end
x\_m = N[Abs[x], $MachinePrecision]
x\_s = N[With[{TMP1 = Abs[1.0], TMP2 = Sign[x]}, TMP1 * If[TMP2 == 0, 1, TMP2]], $MachinePrecision]
code[x$95$s_, x$95$m_] := Block[{t$95$0 = N[(N[(x$95$m * x$95$m), $MachinePrecision] * x$95$m), $MachinePrecision]}, N[(x$95$s * If[LessEqual[x$95$m, 500.0], N[(N[(x$95$m / N[(N[(x$95$m * x$95$m), $MachinePrecision] * N[(N[(N[(0.0003579942 * x$95$m), $MachinePrecision] * x$95$m + 0.0008327945), $MachinePrecision] * N[(N[(t$95$0 * N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision] * t$95$0), $MachinePrecision] + N[(x$95$m * N[(N[(N[(0.0140005442 * N[(x$95$m * x$95$m), $MachinePrecision] + 0.0694555761), $MachinePrecision] * N[(x$95$m * x$95$m), $MachinePrecision] + 0.2909738639), $MachinePrecision] * x$95$m), $MachinePrecision] + 0.7715471019), $MachinePrecision]), $MachinePrecision] + 1.0), $MachinePrecision]), $MachinePrecision] * N[(N[(x$95$m * x$95$m), $MachinePrecision] * N[(N[(t$95$0 * t$95$0), $MachinePrecision] * N[(N[(0.0001789971 * x$95$m), $MachinePrecision] * x$95$m + 0.0005064034), $MachinePrecision] + N[(N[(N[(0.0072644182 * N[(x$95$m * x$95$m), $MachinePrecision] + 0.0424060604), $MachinePrecision] * x$95$m), $MachinePrecision] * x$95$m + 0.1049934947), $MachinePrecision]), $MachinePrecision] + 1.0), $MachinePrecision]), $MachinePrecision], N[(N[(N[(0.2514179000665374 / N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision] - -0.5), $MachinePrecision] / x$95$m), $MachinePrecision]]), $MachinePrecision]]
\begin{array}{l}
x\_m = \left|x\right|
\\
x\_s = \mathsf{copysign}\left(1, x\right)
\\
\begin{array}{l}
t_0 := \left(x\_m \cdot x\_m\right) \cdot x\_m\\
x\_s \cdot \begin{array}{l}
\mathbf{if}\;x\_m \leq 500:\\
\;\;\;\;\frac{x\_m}{\mathsf{fma}\left(x\_m \cdot x\_m, \mathsf{fma}\left(\mathsf{fma}\left(0.0003579942 \cdot x\_m, x\_m, 0.0008327945\right), \left(t\_0 \cdot \left(x\_m \cdot x\_m\right)\right) \cdot t\_0, \mathsf{fma}\left(x\_m, \mathsf{fma}\left(\mathsf{fma}\left(0.0140005442, x\_m \cdot x\_m, 0.0694555761\right), x\_m \cdot x\_m, 0.2909738639\right) \cdot x\_m, 0.7715471019\right)\right), 1\right)} \cdot \mathsf{fma}\left(x\_m \cdot x\_m, \mathsf{fma}\left(t\_0 \cdot t\_0, \mathsf{fma}\left(0.0001789971 \cdot x\_m, x\_m, 0.0005064034\right), \mathsf{fma}\left(\mathsf{fma}\left(0.0072644182, x\_m \cdot x\_m, 0.0424060604\right) \cdot x\_m, x\_m, 0.1049934947\right)\right), 1\right)\\
\mathbf{else}:\\
\;\;\;\;\frac{\frac{0.2514179000665374}{x\_m \cdot x\_m} - -0.5}{x\_m}\\
\end{array}
\end{array}
\end{array}
if x < 500Initial program 69.4%
Applied rewrites69.4%
Applied rewrites69.4%
Applied rewrites69.4%
Taylor expanded in x around 0
*-commutativeN/A
lower-*.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f64N/A
unpow2N/A
lower-*.f6469.4
Applied rewrites69.4%
if 500 < x Initial program 5.0%
Taylor expanded in x around inf
lower-/.f64N/A
+-commutativeN/A
metadata-evalN/A
metadata-evalN/A
sub-negN/A
lower--.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f64N/A
unpow2N/A
lower-*.f64N/A
metadata-eval100.0
Applied rewrites100.0%
Final simplification76.5%
x\_m = (fabs.f64 x)
x\_s = (copysign.f64 #s(literal 1 binary64) x)
(FPCore (x_s x_m)
:precision binary64
(let* ((t_0 (* (* x_m x_m) x_m)))
(*
x_s
(if (<= x_m 2.15)
(*
(/
x_m
(fma
(* x_m x_m)
(fma
(fma (* 0.0003579942 x_m) x_m 0.0008327945)
(* (* t_0 (* x_m x_m)) t_0)
(fma
x_m
(fma
x_m
(fma (* 0.0694555761 x_m) x_m (* 0.0140005442 (* t_0 x_m)))
(* 0.2909738639 x_m))
0.7715471019))
1.0))
(fma
(* x_m x_m)
(fma
(fma
(fma 0.0005064034 (* x_m x_m) 0.0072644182)
(* x_m x_m)
0.0424060604)
(* x_m x_m)
0.1049934947)
1.0))
(/
(+
0.5
(/
(-
(/
(- (/ 11.259630434457211 (* x_m x_m)) -0.15298196345929074)
(* x_m x_m))
-0.2514179000665374)
(* x_m x_m)))
x_m)))))x\_m = fabs(x);
x\_s = copysign(1.0, x);
double code(double x_s, double x_m) {
double t_0 = (x_m * x_m) * x_m;
double tmp;
if (x_m <= 2.15) {
tmp = (x_m / fma((x_m * x_m), fma(fma((0.0003579942 * x_m), x_m, 0.0008327945), ((t_0 * (x_m * x_m)) * t_0), fma(x_m, fma(x_m, fma((0.0694555761 * x_m), x_m, (0.0140005442 * (t_0 * x_m))), (0.2909738639 * x_m)), 0.7715471019)), 1.0)) * fma((x_m * x_m), fma(fma(fma(0.0005064034, (x_m * x_m), 0.0072644182), (x_m * x_m), 0.0424060604), (x_m * x_m), 0.1049934947), 1.0);
} else {
tmp = (0.5 + (((((11.259630434457211 / (x_m * x_m)) - -0.15298196345929074) / (x_m * x_m)) - -0.2514179000665374) / (x_m * x_m))) / x_m;
}
return x_s * tmp;
}
x\_m = abs(x) x\_s = copysign(1.0, x) function code(x_s, x_m) t_0 = Float64(Float64(x_m * x_m) * x_m) tmp = 0.0 if (x_m <= 2.15) tmp = Float64(Float64(x_m / fma(Float64(x_m * x_m), fma(fma(Float64(0.0003579942 * x_m), x_m, 0.0008327945), Float64(Float64(t_0 * Float64(x_m * x_m)) * t_0), fma(x_m, fma(x_m, fma(Float64(0.0694555761 * x_m), x_m, Float64(0.0140005442 * Float64(t_0 * x_m))), Float64(0.2909738639 * x_m)), 0.7715471019)), 1.0)) * fma(Float64(x_m * x_m), fma(fma(fma(0.0005064034, Float64(x_m * x_m), 0.0072644182), Float64(x_m * x_m), 0.0424060604), Float64(x_m * x_m), 0.1049934947), 1.0)); else tmp = Float64(Float64(0.5 + Float64(Float64(Float64(Float64(Float64(11.259630434457211 / Float64(x_m * x_m)) - -0.15298196345929074) / Float64(x_m * x_m)) - -0.2514179000665374) / Float64(x_m * x_m))) / x_m); end return Float64(x_s * tmp) end
x\_m = N[Abs[x], $MachinePrecision]
x\_s = N[With[{TMP1 = Abs[1.0], TMP2 = Sign[x]}, TMP1 * If[TMP2 == 0, 1, TMP2]], $MachinePrecision]
code[x$95$s_, x$95$m_] := Block[{t$95$0 = N[(N[(x$95$m * x$95$m), $MachinePrecision] * x$95$m), $MachinePrecision]}, N[(x$95$s * If[LessEqual[x$95$m, 2.15], N[(N[(x$95$m / N[(N[(x$95$m * x$95$m), $MachinePrecision] * N[(N[(N[(0.0003579942 * x$95$m), $MachinePrecision] * x$95$m + 0.0008327945), $MachinePrecision] * N[(N[(t$95$0 * N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision] * t$95$0), $MachinePrecision] + N[(x$95$m * N[(x$95$m * N[(N[(0.0694555761 * x$95$m), $MachinePrecision] * x$95$m + N[(0.0140005442 * N[(t$95$0 * x$95$m), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(0.2909738639 * x$95$m), $MachinePrecision]), $MachinePrecision] + 0.7715471019), $MachinePrecision]), $MachinePrecision] + 1.0), $MachinePrecision]), $MachinePrecision] * N[(N[(x$95$m * x$95$m), $MachinePrecision] * N[(N[(N[(0.0005064034 * N[(x$95$m * x$95$m), $MachinePrecision] + 0.0072644182), $MachinePrecision] * N[(x$95$m * x$95$m), $MachinePrecision] + 0.0424060604), $MachinePrecision] * N[(x$95$m * x$95$m), $MachinePrecision] + 0.1049934947), $MachinePrecision] + 1.0), $MachinePrecision]), $MachinePrecision], N[(N[(0.5 + N[(N[(N[(N[(N[(11.259630434457211 / N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision] - -0.15298196345929074), $MachinePrecision] / N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision] - -0.2514179000665374), $MachinePrecision] / N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / x$95$m), $MachinePrecision]]), $MachinePrecision]]
\begin{array}{l}
x\_m = \left|x\right|
\\
x\_s = \mathsf{copysign}\left(1, x\right)
\\
\begin{array}{l}
t_0 := \left(x\_m \cdot x\_m\right) \cdot x\_m\\
x\_s \cdot \begin{array}{l}
\mathbf{if}\;x\_m \leq 2.15:\\
\;\;\;\;\frac{x\_m}{\mathsf{fma}\left(x\_m \cdot x\_m, \mathsf{fma}\left(\mathsf{fma}\left(0.0003579942 \cdot x\_m, x\_m, 0.0008327945\right), \left(t\_0 \cdot \left(x\_m \cdot x\_m\right)\right) \cdot t\_0, \mathsf{fma}\left(x\_m, \mathsf{fma}\left(x\_m, \mathsf{fma}\left(0.0694555761 \cdot x\_m, x\_m, 0.0140005442 \cdot \left(t\_0 \cdot x\_m\right)\right), 0.2909738639 \cdot x\_m\right), 0.7715471019\right)\right), 1\right)} \cdot \mathsf{fma}\left(x\_m \cdot x\_m, \mathsf{fma}\left(\mathsf{fma}\left(\mathsf{fma}\left(0.0005064034, x\_m \cdot x\_m, 0.0072644182\right), x\_m \cdot x\_m, 0.0424060604\right), x\_m \cdot x\_m, 0.1049934947\right), 1\right)\\
\mathbf{else}:\\
\;\;\;\;\frac{0.5 + \frac{\frac{\frac{11.259630434457211}{x\_m \cdot x\_m} - -0.15298196345929074}{x\_m \cdot x\_m} - -0.2514179000665374}{x\_m \cdot x\_m}}{x\_m}\\
\end{array}
\end{array}
\end{array}
if x < 2.14999999999999991Initial program 69.2%
Applied rewrites69.2%
Applied rewrites69.2%
Applied rewrites69.2%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
unpow2N/A
lower-*.f6466.0
Applied rewrites66.0%
if 2.14999999999999991 < x Initial program 6.5%
Applied rewrites6.5%
Taylor expanded in x around -inf
Applied rewrites100.0%
Applied rewrites100.0%
Final simplification74.1%
x\_m = (fabs.f64 x)
x\_s = (copysign.f64 #s(literal 1 binary64) x)
(FPCore (x_s x_m)
:precision binary64
(let* ((t_0 (* (* x_m x_m) x_m)))
(*
x_s
(if (<= x_m 2.1)
(*
(/
x_m
(fma
(* x_m x_m)
(fma
(fma
(fma 0.0140005442 (* x_m x_m) 0.0694555761)
(* x_m x_m)
0.2909738639)
(* x_m x_m)
0.7715471019)
1.0))
(fma
(* x_m x_m)
(fma
(* t_0 t_0)
(fma (* 0.0001789971 x_m) x_m 0.0005064034)
(fma
(* (fma 0.0072644182 (* x_m x_m) 0.0424060604) x_m)
x_m
0.1049934947))
1.0))
(/
(+
0.5
(/
(-
(/
(- (/ 11.259630434457211 (* x_m x_m)) -0.15298196345929074)
(* x_m x_m))
-0.2514179000665374)
(* x_m x_m)))
x_m)))))x\_m = fabs(x);
x\_s = copysign(1.0, x);
double code(double x_s, double x_m) {
double t_0 = (x_m * x_m) * x_m;
double tmp;
if (x_m <= 2.1) {
tmp = (x_m / fma((x_m * x_m), fma(fma(fma(0.0140005442, (x_m * x_m), 0.0694555761), (x_m * x_m), 0.2909738639), (x_m * x_m), 0.7715471019), 1.0)) * fma((x_m * x_m), fma((t_0 * t_0), fma((0.0001789971 * x_m), x_m, 0.0005064034), fma((fma(0.0072644182, (x_m * x_m), 0.0424060604) * x_m), x_m, 0.1049934947)), 1.0);
} else {
tmp = (0.5 + (((((11.259630434457211 / (x_m * x_m)) - -0.15298196345929074) / (x_m * x_m)) - -0.2514179000665374) / (x_m * x_m))) / x_m;
}
return x_s * tmp;
}
x\_m = abs(x) x\_s = copysign(1.0, x) function code(x_s, x_m) t_0 = Float64(Float64(x_m * x_m) * x_m) tmp = 0.0 if (x_m <= 2.1) tmp = Float64(Float64(x_m / fma(Float64(x_m * x_m), fma(fma(fma(0.0140005442, Float64(x_m * x_m), 0.0694555761), Float64(x_m * x_m), 0.2909738639), Float64(x_m * x_m), 0.7715471019), 1.0)) * fma(Float64(x_m * x_m), fma(Float64(t_0 * t_0), fma(Float64(0.0001789971 * x_m), x_m, 0.0005064034), fma(Float64(fma(0.0072644182, Float64(x_m * x_m), 0.0424060604) * x_m), x_m, 0.1049934947)), 1.0)); else tmp = Float64(Float64(0.5 + Float64(Float64(Float64(Float64(Float64(11.259630434457211 / Float64(x_m * x_m)) - -0.15298196345929074) / Float64(x_m * x_m)) - -0.2514179000665374) / Float64(x_m * x_m))) / x_m); end return Float64(x_s * tmp) end
x\_m = N[Abs[x], $MachinePrecision]
x\_s = N[With[{TMP1 = Abs[1.0], TMP2 = Sign[x]}, TMP1 * If[TMP2 == 0, 1, TMP2]], $MachinePrecision]
code[x$95$s_, x$95$m_] := Block[{t$95$0 = N[(N[(x$95$m * x$95$m), $MachinePrecision] * x$95$m), $MachinePrecision]}, N[(x$95$s * If[LessEqual[x$95$m, 2.1], N[(N[(x$95$m / N[(N[(x$95$m * x$95$m), $MachinePrecision] * N[(N[(N[(0.0140005442 * N[(x$95$m * x$95$m), $MachinePrecision] + 0.0694555761), $MachinePrecision] * N[(x$95$m * x$95$m), $MachinePrecision] + 0.2909738639), $MachinePrecision] * N[(x$95$m * x$95$m), $MachinePrecision] + 0.7715471019), $MachinePrecision] + 1.0), $MachinePrecision]), $MachinePrecision] * N[(N[(x$95$m * x$95$m), $MachinePrecision] * N[(N[(t$95$0 * t$95$0), $MachinePrecision] * N[(N[(0.0001789971 * x$95$m), $MachinePrecision] * x$95$m + 0.0005064034), $MachinePrecision] + N[(N[(N[(0.0072644182 * N[(x$95$m * x$95$m), $MachinePrecision] + 0.0424060604), $MachinePrecision] * x$95$m), $MachinePrecision] * x$95$m + 0.1049934947), $MachinePrecision]), $MachinePrecision] + 1.0), $MachinePrecision]), $MachinePrecision], N[(N[(0.5 + N[(N[(N[(N[(N[(11.259630434457211 / N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision] - -0.15298196345929074), $MachinePrecision] / N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision] - -0.2514179000665374), $MachinePrecision] / N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / x$95$m), $MachinePrecision]]), $MachinePrecision]]
\begin{array}{l}
x\_m = \left|x\right|
\\
x\_s = \mathsf{copysign}\left(1, x\right)
\\
\begin{array}{l}
t_0 := \left(x\_m \cdot x\_m\right) \cdot x\_m\\
x\_s \cdot \begin{array}{l}
\mathbf{if}\;x\_m \leq 2.1:\\
\;\;\;\;\frac{x\_m}{\mathsf{fma}\left(x\_m \cdot x\_m, \mathsf{fma}\left(\mathsf{fma}\left(\mathsf{fma}\left(0.0140005442, x\_m \cdot x\_m, 0.0694555761\right), x\_m \cdot x\_m, 0.2909738639\right), x\_m \cdot x\_m, 0.7715471019\right), 1\right)} \cdot \mathsf{fma}\left(x\_m \cdot x\_m, \mathsf{fma}\left(t\_0 \cdot t\_0, \mathsf{fma}\left(0.0001789971 \cdot x\_m, x\_m, 0.0005064034\right), \mathsf{fma}\left(\mathsf{fma}\left(0.0072644182, x\_m \cdot x\_m, 0.0424060604\right) \cdot x\_m, x\_m, 0.1049934947\right)\right), 1\right)\\
\mathbf{else}:\\
\;\;\;\;\frac{0.5 + \frac{\frac{\frac{11.259630434457211}{x\_m \cdot x\_m} - -0.15298196345929074}{x\_m \cdot x\_m} - -0.2514179000665374}{x\_m \cdot x\_m}}{x\_m}\\
\end{array}
\end{array}
\end{array}
if x < 2.10000000000000009Initial program 69.2%
Applied rewrites69.2%
Applied rewrites69.2%
Applied rewrites69.2%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
unpow2N/A
lower-*.f6466.0
Applied rewrites66.0%
if 2.10000000000000009 < x Initial program 6.5%
Applied rewrites6.5%
Taylor expanded in x around -inf
Applied rewrites100.0%
Applied rewrites100.0%
Final simplification74.1%
x\_m = (fabs.f64 x)
x\_s = (copysign.f64 #s(literal 1 binary64) x)
(FPCore (x_s x_m)
:precision binary64
(*
x_s
(if (<= x_m 1.45)
(*
(fma
(fma
(fma -0.0732490286039007 (* x_m x_m) 0.265709700396151)
(* x_m x_m)
-0.6665536072)
(* x_m x_m)
1.0)
x_m)
(/
(+
0.5
(/
(-
(/
(- (/ 11.259630434457211 (* x_m x_m)) -0.15298196345929074)
(* x_m x_m))
-0.2514179000665374)
(* x_m x_m)))
x_m))))x\_m = fabs(x);
x\_s = copysign(1.0, x);
double code(double x_s, double x_m) {
double tmp;
if (x_m <= 1.45) {
tmp = fma(fma(fma(-0.0732490286039007, (x_m * x_m), 0.265709700396151), (x_m * x_m), -0.6665536072), (x_m * x_m), 1.0) * x_m;
} else {
tmp = (0.5 + (((((11.259630434457211 / (x_m * x_m)) - -0.15298196345929074) / (x_m * x_m)) - -0.2514179000665374) / (x_m * x_m))) / x_m;
}
return x_s * tmp;
}
x\_m = abs(x) x\_s = copysign(1.0, x) function code(x_s, x_m) tmp = 0.0 if (x_m <= 1.45) tmp = Float64(fma(fma(fma(-0.0732490286039007, Float64(x_m * x_m), 0.265709700396151), Float64(x_m * x_m), -0.6665536072), Float64(x_m * x_m), 1.0) * x_m); else tmp = Float64(Float64(0.5 + Float64(Float64(Float64(Float64(Float64(11.259630434457211 / Float64(x_m * x_m)) - -0.15298196345929074) / Float64(x_m * x_m)) - -0.2514179000665374) / Float64(x_m * x_m))) / x_m); end return Float64(x_s * tmp) end
x\_m = N[Abs[x], $MachinePrecision]
x\_s = N[With[{TMP1 = Abs[1.0], TMP2 = Sign[x]}, TMP1 * If[TMP2 == 0, 1, TMP2]], $MachinePrecision]
code[x$95$s_, x$95$m_] := N[(x$95$s * If[LessEqual[x$95$m, 1.45], N[(N[(N[(N[(-0.0732490286039007 * N[(x$95$m * x$95$m), $MachinePrecision] + 0.265709700396151), $MachinePrecision] * N[(x$95$m * x$95$m), $MachinePrecision] + -0.6665536072), $MachinePrecision] * N[(x$95$m * x$95$m), $MachinePrecision] + 1.0), $MachinePrecision] * x$95$m), $MachinePrecision], N[(N[(0.5 + N[(N[(N[(N[(N[(11.259630434457211 / N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision] - -0.15298196345929074), $MachinePrecision] / N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision] - -0.2514179000665374), $MachinePrecision] / N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / x$95$m), $MachinePrecision]]), $MachinePrecision]
\begin{array}{l}
x\_m = \left|x\right|
\\
x\_s = \mathsf{copysign}\left(1, x\right)
\\
x\_s \cdot \begin{array}{l}
\mathbf{if}\;x\_m \leq 1.45:\\
\;\;\;\;\mathsf{fma}\left(\mathsf{fma}\left(\mathsf{fma}\left(-0.0732490286039007, x\_m \cdot x\_m, 0.265709700396151\right), x\_m \cdot x\_m, -0.6665536072\right), x\_m \cdot x\_m, 1\right) \cdot x\_m\\
\mathbf{else}:\\
\;\;\;\;\frac{0.5 + \frac{\frac{\frac{11.259630434457211}{x\_m \cdot x\_m} - -0.15298196345929074}{x\_m \cdot x\_m} - -0.2514179000665374}{x\_m \cdot x\_m}}{x\_m}\\
\end{array}
\end{array}
if x < 1.44999999999999996Initial program 69.2%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
sub-negN/A
*-commutativeN/A
metadata-evalN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
unpow2N/A
lower-*.f6465.9
Applied rewrites65.9%
if 1.44999999999999996 < x Initial program 6.5%
Applied rewrites6.5%
Taylor expanded in x around -inf
Applied rewrites100.0%
Applied rewrites100.0%
Final simplification74.1%
x\_m = (fabs.f64 x)
x\_s = (copysign.f64 #s(literal 1 binary64) x)
(FPCore (x_s x_m)
:precision binary64
(*
x_s
(if (<= x_m 1.2)
(*
(fma
(fma
(fma -0.0732490286039007 (* x_m x_m) 0.265709700396151)
(* x_m x_m)
-0.6665536072)
(* x_m x_m)
1.0)
x_m)
(-
(/
(- (/ 0.15298196345929074 (* x_m x_m)) -0.2514179000665374)
(* (* x_m x_m) x_m))
(/ -0.5 x_m)))))x\_m = fabs(x);
x\_s = copysign(1.0, x);
double code(double x_s, double x_m) {
double tmp;
if (x_m <= 1.2) {
tmp = fma(fma(fma(-0.0732490286039007, (x_m * x_m), 0.265709700396151), (x_m * x_m), -0.6665536072), (x_m * x_m), 1.0) * x_m;
} else {
tmp = (((0.15298196345929074 / (x_m * x_m)) - -0.2514179000665374) / ((x_m * x_m) * x_m)) - (-0.5 / x_m);
}
return x_s * tmp;
}
x\_m = abs(x) x\_s = copysign(1.0, x) function code(x_s, x_m) tmp = 0.0 if (x_m <= 1.2) tmp = Float64(fma(fma(fma(-0.0732490286039007, Float64(x_m * x_m), 0.265709700396151), Float64(x_m * x_m), -0.6665536072), Float64(x_m * x_m), 1.0) * x_m); else tmp = Float64(Float64(Float64(Float64(0.15298196345929074 / Float64(x_m * x_m)) - -0.2514179000665374) / Float64(Float64(x_m * x_m) * x_m)) - Float64(-0.5 / x_m)); end return Float64(x_s * tmp) end
x\_m = N[Abs[x], $MachinePrecision]
x\_s = N[With[{TMP1 = Abs[1.0], TMP2 = Sign[x]}, TMP1 * If[TMP2 == 0, 1, TMP2]], $MachinePrecision]
code[x$95$s_, x$95$m_] := N[(x$95$s * If[LessEqual[x$95$m, 1.2], N[(N[(N[(N[(-0.0732490286039007 * N[(x$95$m * x$95$m), $MachinePrecision] + 0.265709700396151), $MachinePrecision] * N[(x$95$m * x$95$m), $MachinePrecision] + -0.6665536072), $MachinePrecision] * N[(x$95$m * x$95$m), $MachinePrecision] + 1.0), $MachinePrecision] * x$95$m), $MachinePrecision], N[(N[(N[(N[(0.15298196345929074 / N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision] - -0.2514179000665374), $MachinePrecision] / N[(N[(x$95$m * x$95$m), $MachinePrecision] * x$95$m), $MachinePrecision]), $MachinePrecision] - N[(-0.5 / x$95$m), $MachinePrecision]), $MachinePrecision]]), $MachinePrecision]
\begin{array}{l}
x\_m = \left|x\right|
\\
x\_s = \mathsf{copysign}\left(1, x\right)
\\
x\_s \cdot \begin{array}{l}
\mathbf{if}\;x\_m \leq 1.2:\\
\;\;\;\;\mathsf{fma}\left(\mathsf{fma}\left(\mathsf{fma}\left(-0.0732490286039007, x\_m \cdot x\_m, 0.265709700396151\right), x\_m \cdot x\_m, -0.6665536072\right), x\_m \cdot x\_m, 1\right) \cdot x\_m\\
\mathbf{else}:\\
\;\;\;\;\frac{\frac{0.15298196345929074}{x\_m \cdot x\_m} - -0.2514179000665374}{\left(x\_m \cdot x\_m\right) \cdot x\_m} - \frac{-0.5}{x\_m}\\
\end{array}
\end{array}
if x < 1.19999999999999996Initial program 69.2%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
sub-negN/A
*-commutativeN/A
metadata-evalN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
unpow2N/A
lower-*.f6465.9
Applied rewrites65.9%
if 1.19999999999999996 < x Initial program 6.5%
Taylor expanded in x around inf
Applied rewrites99.8%
Applied rewrites99.8%
x\_m = (fabs.f64 x)
x\_s = (copysign.f64 #s(literal 1 binary64) x)
(FPCore (x_s x_m)
:precision binary64
(*
x_s
(if (<= x_m 1.2)
(*
(fma
(fma
(fma -0.0732490286039007 (* x_m x_m) 0.265709700396151)
(* x_m x_m)
-0.6665536072)
(* x_m x_m)
1.0)
x_m)
(/
(-
(/
(- (/ 0.15298196345929074 (* x_m x_m)) -0.2514179000665374)
(* x_m x_m))
-0.5)
x_m))))x\_m = fabs(x);
x\_s = copysign(1.0, x);
double code(double x_s, double x_m) {
double tmp;
if (x_m <= 1.2) {
tmp = fma(fma(fma(-0.0732490286039007, (x_m * x_m), 0.265709700396151), (x_m * x_m), -0.6665536072), (x_m * x_m), 1.0) * x_m;
} else {
tmp = ((((0.15298196345929074 / (x_m * x_m)) - -0.2514179000665374) / (x_m * x_m)) - -0.5) / x_m;
}
return x_s * tmp;
}
x\_m = abs(x) x\_s = copysign(1.0, x) function code(x_s, x_m) tmp = 0.0 if (x_m <= 1.2) tmp = Float64(fma(fma(fma(-0.0732490286039007, Float64(x_m * x_m), 0.265709700396151), Float64(x_m * x_m), -0.6665536072), Float64(x_m * x_m), 1.0) * x_m); else tmp = Float64(Float64(Float64(Float64(Float64(0.15298196345929074 / Float64(x_m * x_m)) - -0.2514179000665374) / Float64(x_m * x_m)) - -0.5) / x_m); end return Float64(x_s * tmp) end
x\_m = N[Abs[x], $MachinePrecision]
x\_s = N[With[{TMP1 = Abs[1.0], TMP2 = Sign[x]}, TMP1 * If[TMP2 == 0, 1, TMP2]], $MachinePrecision]
code[x$95$s_, x$95$m_] := N[(x$95$s * If[LessEqual[x$95$m, 1.2], N[(N[(N[(N[(-0.0732490286039007 * N[(x$95$m * x$95$m), $MachinePrecision] + 0.265709700396151), $MachinePrecision] * N[(x$95$m * x$95$m), $MachinePrecision] + -0.6665536072), $MachinePrecision] * N[(x$95$m * x$95$m), $MachinePrecision] + 1.0), $MachinePrecision] * x$95$m), $MachinePrecision], N[(N[(N[(N[(N[(0.15298196345929074 / N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision] - -0.2514179000665374), $MachinePrecision] / N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision] - -0.5), $MachinePrecision] / x$95$m), $MachinePrecision]]), $MachinePrecision]
\begin{array}{l}
x\_m = \left|x\right|
\\
x\_s = \mathsf{copysign}\left(1, x\right)
\\
x\_s \cdot \begin{array}{l}
\mathbf{if}\;x\_m \leq 1.2:\\
\;\;\;\;\mathsf{fma}\left(\mathsf{fma}\left(\mathsf{fma}\left(-0.0732490286039007, x\_m \cdot x\_m, 0.265709700396151\right), x\_m \cdot x\_m, -0.6665536072\right), x\_m \cdot x\_m, 1\right) \cdot x\_m\\
\mathbf{else}:\\
\;\;\;\;\frac{\frac{\frac{0.15298196345929074}{x\_m \cdot x\_m} - -0.2514179000665374}{x\_m \cdot x\_m} - -0.5}{x\_m}\\
\end{array}
\end{array}
if x < 1.19999999999999996Initial program 69.2%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
sub-negN/A
*-commutativeN/A
metadata-evalN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
unpow2N/A
lower-*.f6465.9
Applied rewrites65.9%
if 1.19999999999999996 < x Initial program 6.5%
Taylor expanded in x around inf
Applied rewrites99.8%
x\_m = (fabs.f64 x)
x\_s = (copysign.f64 #s(literal 1 binary64) x)
(FPCore (x_s x_m)
:precision binary64
(*
x_s
(if (<= x_m 1.15)
(*
(fma
(fma
(fma -0.0732490286039007 (* x_m x_m) 0.265709700396151)
(* x_m x_m)
-0.6665536072)
(* x_m x_m)
1.0)
x_m)
(/ (- (/ 0.2514179000665374 (* x_m x_m)) -0.5) x_m))))x\_m = fabs(x);
x\_s = copysign(1.0, x);
double code(double x_s, double x_m) {
double tmp;
if (x_m <= 1.15) {
tmp = fma(fma(fma(-0.0732490286039007, (x_m * x_m), 0.265709700396151), (x_m * x_m), -0.6665536072), (x_m * x_m), 1.0) * x_m;
} else {
tmp = ((0.2514179000665374 / (x_m * x_m)) - -0.5) / x_m;
}
return x_s * tmp;
}
x\_m = abs(x) x\_s = copysign(1.0, x) function code(x_s, x_m) tmp = 0.0 if (x_m <= 1.15) tmp = Float64(fma(fma(fma(-0.0732490286039007, Float64(x_m * x_m), 0.265709700396151), Float64(x_m * x_m), -0.6665536072), Float64(x_m * x_m), 1.0) * x_m); else tmp = Float64(Float64(Float64(0.2514179000665374 / Float64(x_m * x_m)) - -0.5) / x_m); end return Float64(x_s * tmp) end
x\_m = N[Abs[x], $MachinePrecision]
x\_s = N[With[{TMP1 = Abs[1.0], TMP2 = Sign[x]}, TMP1 * If[TMP2 == 0, 1, TMP2]], $MachinePrecision]
code[x$95$s_, x$95$m_] := N[(x$95$s * If[LessEqual[x$95$m, 1.15], N[(N[(N[(N[(-0.0732490286039007 * N[(x$95$m * x$95$m), $MachinePrecision] + 0.265709700396151), $MachinePrecision] * N[(x$95$m * x$95$m), $MachinePrecision] + -0.6665536072), $MachinePrecision] * N[(x$95$m * x$95$m), $MachinePrecision] + 1.0), $MachinePrecision] * x$95$m), $MachinePrecision], N[(N[(N[(0.2514179000665374 / N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision] - -0.5), $MachinePrecision] / x$95$m), $MachinePrecision]]), $MachinePrecision]
\begin{array}{l}
x\_m = \left|x\right|
\\
x\_s = \mathsf{copysign}\left(1, x\right)
\\
x\_s \cdot \begin{array}{l}
\mathbf{if}\;x\_m \leq 1.15:\\
\;\;\;\;\mathsf{fma}\left(\mathsf{fma}\left(\mathsf{fma}\left(-0.0732490286039007, x\_m \cdot x\_m, 0.265709700396151\right), x\_m \cdot x\_m, -0.6665536072\right), x\_m \cdot x\_m, 1\right) \cdot x\_m\\
\mathbf{else}:\\
\;\;\;\;\frac{\frac{0.2514179000665374}{x\_m \cdot x\_m} - -0.5}{x\_m}\\
\end{array}
\end{array}
if x < 1.1499999999999999Initial program 69.2%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
sub-negN/A
*-commutativeN/A
metadata-evalN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
unpow2N/A
lower-*.f6465.9
Applied rewrites65.9%
if 1.1499999999999999 < x Initial program 6.5%
Taylor expanded in x around inf
lower-/.f64N/A
+-commutativeN/A
metadata-evalN/A
metadata-evalN/A
sub-negN/A
lower--.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f64N/A
unpow2N/A
lower-*.f64N/A
metadata-eval99.6
Applied rewrites99.6%
x\_m = (fabs.f64 x)
x\_s = (copysign.f64 #s(literal 1 binary64) x)
(FPCore (x_s x_m)
:precision binary64
(*
x_s
(if (<= x_m 1.1)
(*
(fma (fma 0.265709700396151 (* x_m x_m) -0.6665536072) (* x_m x_m) 1.0)
x_m)
(/ (- (/ 0.2514179000665374 (* x_m x_m)) -0.5) x_m))))x\_m = fabs(x);
x\_s = copysign(1.0, x);
double code(double x_s, double x_m) {
double tmp;
if (x_m <= 1.1) {
tmp = fma(fma(0.265709700396151, (x_m * x_m), -0.6665536072), (x_m * x_m), 1.0) * x_m;
} else {
tmp = ((0.2514179000665374 / (x_m * x_m)) - -0.5) / x_m;
}
return x_s * tmp;
}
x\_m = abs(x) x\_s = copysign(1.0, x) function code(x_s, x_m) tmp = 0.0 if (x_m <= 1.1) tmp = Float64(fma(fma(0.265709700396151, Float64(x_m * x_m), -0.6665536072), Float64(x_m * x_m), 1.0) * x_m); else tmp = Float64(Float64(Float64(0.2514179000665374 / Float64(x_m * x_m)) - -0.5) / x_m); end return Float64(x_s * tmp) end
x\_m = N[Abs[x], $MachinePrecision]
x\_s = N[With[{TMP1 = Abs[1.0], TMP2 = Sign[x]}, TMP1 * If[TMP2 == 0, 1, TMP2]], $MachinePrecision]
code[x$95$s_, x$95$m_] := N[(x$95$s * If[LessEqual[x$95$m, 1.1], N[(N[(N[(0.265709700396151 * N[(x$95$m * x$95$m), $MachinePrecision] + -0.6665536072), $MachinePrecision] * N[(x$95$m * x$95$m), $MachinePrecision] + 1.0), $MachinePrecision] * x$95$m), $MachinePrecision], N[(N[(N[(0.2514179000665374 / N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision] - -0.5), $MachinePrecision] / x$95$m), $MachinePrecision]]), $MachinePrecision]
\begin{array}{l}
x\_m = \left|x\right|
\\
x\_s = \mathsf{copysign}\left(1, x\right)
\\
x\_s \cdot \begin{array}{l}
\mathbf{if}\;x\_m \leq 1.1:\\
\;\;\;\;\mathsf{fma}\left(\mathsf{fma}\left(0.265709700396151, x\_m \cdot x\_m, -0.6665536072\right), x\_m \cdot x\_m, 1\right) \cdot x\_m\\
\mathbf{else}:\\
\;\;\;\;\frac{\frac{0.2514179000665374}{x\_m \cdot x\_m} - -0.5}{x\_m}\\
\end{array}
\end{array}
if x < 1.1000000000000001Initial program 69.2%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
sub-negN/A
metadata-evalN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f64N/A
unpow2N/A
lower-*.f6466.4
Applied rewrites66.4%
if 1.1000000000000001 < x Initial program 6.5%
Taylor expanded in x around inf
lower-/.f64N/A
+-commutativeN/A
metadata-evalN/A
metadata-evalN/A
sub-negN/A
lower--.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f64N/A
unpow2N/A
lower-*.f64N/A
metadata-eval99.6
Applied rewrites99.6%
x\_m = (fabs.f64 x)
x\_s = (copysign.f64 #s(literal 1 binary64) x)
(FPCore (x_s x_m)
:precision binary64
(*
x_s
(if (<= x_m 0.86)
(*
(fma (fma 0.265709700396151 (* x_m x_m) -0.6665536072) (* x_m x_m) 1.0)
x_m)
(/ 0.5 x_m))))x\_m = fabs(x);
x\_s = copysign(1.0, x);
double code(double x_s, double x_m) {
double tmp;
if (x_m <= 0.86) {
tmp = fma(fma(0.265709700396151, (x_m * x_m), -0.6665536072), (x_m * x_m), 1.0) * x_m;
} else {
tmp = 0.5 / x_m;
}
return x_s * tmp;
}
x\_m = abs(x) x\_s = copysign(1.0, x) function code(x_s, x_m) tmp = 0.0 if (x_m <= 0.86) tmp = Float64(fma(fma(0.265709700396151, Float64(x_m * x_m), -0.6665536072), Float64(x_m * x_m), 1.0) * x_m); else tmp = Float64(0.5 / x_m); end return Float64(x_s * tmp) end
x\_m = N[Abs[x], $MachinePrecision]
x\_s = N[With[{TMP1 = Abs[1.0], TMP2 = Sign[x]}, TMP1 * If[TMP2 == 0, 1, TMP2]], $MachinePrecision]
code[x$95$s_, x$95$m_] := N[(x$95$s * If[LessEqual[x$95$m, 0.86], N[(N[(N[(0.265709700396151 * N[(x$95$m * x$95$m), $MachinePrecision] + -0.6665536072), $MachinePrecision] * N[(x$95$m * x$95$m), $MachinePrecision] + 1.0), $MachinePrecision] * x$95$m), $MachinePrecision], N[(0.5 / x$95$m), $MachinePrecision]]), $MachinePrecision]
\begin{array}{l}
x\_m = \left|x\right|
\\
x\_s = \mathsf{copysign}\left(1, x\right)
\\
x\_s \cdot \begin{array}{l}
\mathbf{if}\;x\_m \leq 0.86:\\
\;\;\;\;\mathsf{fma}\left(\mathsf{fma}\left(0.265709700396151, x\_m \cdot x\_m, -0.6665536072\right), x\_m \cdot x\_m, 1\right) \cdot x\_m\\
\mathbf{else}:\\
\;\;\;\;\frac{0.5}{x\_m}\\
\end{array}
\end{array}
if x < 0.859999999999999987Initial program 69.2%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
sub-negN/A
metadata-evalN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f64N/A
unpow2N/A
lower-*.f6466.4
Applied rewrites66.4%
if 0.859999999999999987 < x Initial program 6.5%
Taylor expanded in x around inf
lower-/.f6499.1
Applied rewrites99.1%
x\_m = (fabs.f64 x) x\_s = (copysign.f64 #s(literal 1 binary64) x) (FPCore (x_s x_m) :precision binary64 (* x_s (if (<= x_m 0.78) (* (fma -0.6665536072 (* x_m x_m) 1.0) x_m) (/ 0.5 x_m))))
x\_m = fabs(x);
x\_s = copysign(1.0, x);
double code(double x_s, double x_m) {
double tmp;
if (x_m <= 0.78) {
tmp = fma(-0.6665536072, (x_m * x_m), 1.0) * x_m;
} else {
tmp = 0.5 / x_m;
}
return x_s * tmp;
}
x\_m = abs(x) x\_s = copysign(1.0, x) function code(x_s, x_m) tmp = 0.0 if (x_m <= 0.78) tmp = Float64(fma(-0.6665536072, Float64(x_m * x_m), 1.0) * x_m); else tmp = Float64(0.5 / x_m); end return Float64(x_s * tmp) end
x\_m = N[Abs[x], $MachinePrecision]
x\_s = N[With[{TMP1 = Abs[1.0], TMP2 = Sign[x]}, TMP1 * If[TMP2 == 0, 1, TMP2]], $MachinePrecision]
code[x$95$s_, x$95$m_] := N[(x$95$s * If[LessEqual[x$95$m, 0.78], N[(N[(-0.6665536072 * N[(x$95$m * x$95$m), $MachinePrecision] + 1.0), $MachinePrecision] * x$95$m), $MachinePrecision], N[(0.5 / x$95$m), $MachinePrecision]]), $MachinePrecision]
\begin{array}{l}
x\_m = \left|x\right|
\\
x\_s = \mathsf{copysign}\left(1, x\right)
\\
x\_s \cdot \begin{array}{l}
\mathbf{if}\;x\_m \leq 0.78:\\
\;\;\;\;\mathsf{fma}\left(-0.6665536072, x\_m \cdot x\_m, 1\right) \cdot x\_m\\
\mathbf{else}:\\
\;\;\;\;\frac{0.5}{x\_m}\\
\end{array}
\end{array}
if x < 0.78000000000000003Initial program 69.2%
Taylor expanded in x around 0
+-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f6465.8
Applied rewrites65.8%
if 0.78000000000000003 < x Initial program 6.5%
Taylor expanded in x around inf
lower-/.f6499.1
Applied rewrites99.1%
x\_m = (fabs.f64 x) x\_s = (copysign.f64 #s(literal 1 binary64) x) (FPCore (x_s x_m) :precision binary64 (* x_s (if (<= x_m 0.7) (* 1.0 x_m) (/ 0.5 x_m))))
x\_m = fabs(x);
x\_s = copysign(1.0, x);
double code(double x_s, double x_m) {
double tmp;
if (x_m <= 0.7) {
tmp = 1.0 * x_m;
} else {
tmp = 0.5 / x_m;
}
return x_s * tmp;
}
x\_m = abs(x)
x\_s = copysign(1.0d0, x)
real(8) function code(x_s, x_m)
real(8), intent (in) :: x_s
real(8), intent (in) :: x_m
real(8) :: tmp
if (x_m <= 0.7d0) then
tmp = 1.0d0 * x_m
else
tmp = 0.5d0 / x_m
end if
code = x_s * tmp
end function
x\_m = Math.abs(x);
x\_s = Math.copySign(1.0, x);
public static double code(double x_s, double x_m) {
double tmp;
if (x_m <= 0.7) {
tmp = 1.0 * x_m;
} else {
tmp = 0.5 / x_m;
}
return x_s * tmp;
}
x\_m = math.fabs(x) x\_s = math.copysign(1.0, x) def code(x_s, x_m): tmp = 0 if x_m <= 0.7: tmp = 1.0 * x_m else: tmp = 0.5 / x_m return x_s * tmp
x\_m = abs(x) x\_s = copysign(1.0, x) function code(x_s, x_m) tmp = 0.0 if (x_m <= 0.7) tmp = Float64(1.0 * x_m); else tmp = Float64(0.5 / x_m); end return Float64(x_s * tmp) end
x\_m = abs(x); x\_s = sign(x) * abs(1.0); function tmp_2 = code(x_s, x_m) tmp = 0.0; if (x_m <= 0.7) tmp = 1.0 * x_m; else tmp = 0.5 / x_m; end tmp_2 = x_s * tmp; end
x\_m = N[Abs[x], $MachinePrecision]
x\_s = N[With[{TMP1 = Abs[1.0], TMP2 = Sign[x]}, TMP1 * If[TMP2 == 0, 1, TMP2]], $MachinePrecision]
code[x$95$s_, x$95$m_] := N[(x$95$s * If[LessEqual[x$95$m, 0.7], N[(1.0 * x$95$m), $MachinePrecision], N[(0.5 / x$95$m), $MachinePrecision]]), $MachinePrecision]
\begin{array}{l}
x\_m = \left|x\right|
\\
x\_s = \mathsf{copysign}\left(1, x\right)
\\
x\_s \cdot \begin{array}{l}
\mathbf{if}\;x\_m \leq 0.7:\\
\;\;\;\;1 \cdot x\_m\\
\mathbf{else}:\\
\;\;\;\;\frac{0.5}{x\_m}\\
\end{array}
\end{array}
if x < 0.69999999999999996Initial program 69.2%
Taylor expanded in x around 0
Applied rewrites66.6%
if 0.69999999999999996 < x Initial program 6.5%
Taylor expanded in x around inf
lower-/.f6499.1
Applied rewrites99.1%
x\_m = (fabs.f64 x) x\_s = (copysign.f64 #s(literal 1 binary64) x) (FPCore (x_s x_m) :precision binary64 (* x_s (* 1.0 x_m)))
x\_m = fabs(x);
x\_s = copysign(1.0, x);
double code(double x_s, double x_m) {
return x_s * (1.0 * x_m);
}
x\_m = abs(x)
x\_s = copysign(1.0d0, x)
real(8) function code(x_s, x_m)
real(8), intent (in) :: x_s
real(8), intent (in) :: x_m
code = x_s * (1.0d0 * x_m)
end function
x\_m = Math.abs(x);
x\_s = Math.copySign(1.0, x);
public static double code(double x_s, double x_m) {
return x_s * (1.0 * x_m);
}
x\_m = math.fabs(x) x\_s = math.copysign(1.0, x) def code(x_s, x_m): return x_s * (1.0 * x_m)
x\_m = abs(x) x\_s = copysign(1.0, x) function code(x_s, x_m) return Float64(x_s * Float64(1.0 * x_m)) end
x\_m = abs(x); x\_s = sign(x) * abs(1.0); function tmp = code(x_s, x_m) tmp = x_s * (1.0 * x_m); end
x\_m = N[Abs[x], $MachinePrecision]
x\_s = N[With[{TMP1 = Abs[1.0], TMP2 = Sign[x]}, TMP1 * If[TMP2 == 0, 1, TMP2]], $MachinePrecision]
code[x$95$s_, x$95$m_] := N[(x$95$s * N[(1.0 * x$95$m), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
x\_m = \left|x\right|
\\
x\_s = \mathsf{copysign}\left(1, x\right)
\\
x\_s \cdot \left(1 \cdot x\_m\right)
\end{array}
Initial program 54.3%
Taylor expanded in x around 0
Applied rewrites51.7%
herbie shell --seed 2024235
(FPCore (x)
:name "Jmat.Real.dawson"
:precision binary64
(* (/ (+ (+ (+ (+ (+ 1.0 (* 0.1049934947 (* x x))) (* 0.0424060604 (* (* x x) (* x x)))) (* 0.0072644182 (* (* (* x x) (* x x)) (* x x)))) (* 0.0005064034 (* (* (* (* x x) (* x x)) (* x x)) (* x x)))) (* 0.0001789971 (* (* (* (* (* x x) (* x x)) (* x x)) (* x x)) (* x x)))) (+ (+ (+ (+ (+ (+ 1.0 (* 0.7715471019 (* x x))) (* 0.2909738639 (* (* x x) (* x x)))) (* 0.0694555761 (* (* (* x x) (* x x)) (* x x)))) (* 0.0140005442 (* (* (* (* x x) (* x x)) (* x x)) (* x x)))) (* 0.0008327945 (* (* (* (* (* x x) (* x x)) (* x x)) (* x x)) (* x x)))) (* (* 2.0 0.0001789971) (* (* (* (* (* (* x x) (* x x)) (* x x)) (* x x)) (* x x)) (* x x))))) x))