
(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 11 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 x_m)))
(t_1 (* (* x_m x_m) t_0))
(t_2 (* (* x_m x_m) t_1))
(t_3 (* (* x_m x_m) t_2)))
(*
x_s
(if (<= x_m 20000000.0)
(*
x_m
(/
(+
(+
(+
(+ (+ 1.0 (* 0.1049934947 (* x_m x_m))) (* 0.0424060604 t_0))
(* 0.0072644182 t_1))
(* 0.0005064034 t_2))
(* 0.0001789971 t_3))
(+
(+
(+
(+
(+ (+ 1.0 (* (* x_m x_m) 0.7715471019)) (* t_0 0.2909738639))
(* t_1 0.0694555761))
(* t_2 0.0140005442))
(* t_3 0.0008327945))
(* (* 0.0001789971 2.0) (* (* x_m x_m) t_3)))))
(/ 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 * x_m);
double t_1 = (x_m * x_m) * t_0;
double t_2 = (x_m * x_m) * t_1;
double t_3 = (x_m * x_m) * t_2;
double tmp;
if (x_m <= 20000000.0) {
tmp = x_m * ((((((1.0 + (0.1049934947 * (x_m * x_m))) + (0.0424060604 * t_0)) + (0.0072644182 * t_1)) + (0.0005064034 * t_2)) + (0.0001789971 * t_3)) / ((((((1.0 + ((x_m * x_m) * 0.7715471019)) + (t_0 * 0.2909738639)) + (t_1 * 0.0694555761)) + (t_2 * 0.0140005442)) + (t_3 * 0.0008327945)) + ((0.0001789971 * 2.0) * ((x_m * x_m) * t_3))));
} 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) :: t_0
real(8) :: t_1
real(8) :: t_2
real(8) :: t_3
real(8) :: tmp
t_0 = (x_m * x_m) * (x_m * x_m)
t_1 = (x_m * x_m) * t_0
t_2 = (x_m * x_m) * t_1
t_3 = (x_m * x_m) * t_2
if (x_m <= 20000000.0d0) then
tmp = x_m * ((((((1.0d0 + (0.1049934947d0 * (x_m * x_m))) + (0.0424060604d0 * t_0)) + (0.0072644182d0 * t_1)) + (0.0005064034d0 * t_2)) + (0.0001789971d0 * t_3)) / ((((((1.0d0 + ((x_m * x_m) * 0.7715471019d0)) + (t_0 * 0.2909738639d0)) + (t_1 * 0.0694555761d0)) + (t_2 * 0.0140005442d0)) + (t_3 * 0.0008327945d0)) + ((0.0001789971d0 * 2.0d0) * ((x_m * x_m) * t_3))))
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 t_0 = (x_m * x_m) * (x_m * x_m);
double t_1 = (x_m * x_m) * t_0;
double t_2 = (x_m * x_m) * t_1;
double t_3 = (x_m * x_m) * t_2;
double tmp;
if (x_m <= 20000000.0) {
tmp = x_m * ((((((1.0 + (0.1049934947 * (x_m * x_m))) + (0.0424060604 * t_0)) + (0.0072644182 * t_1)) + (0.0005064034 * t_2)) + (0.0001789971 * t_3)) / ((((((1.0 + ((x_m * x_m) * 0.7715471019)) + (t_0 * 0.2909738639)) + (t_1 * 0.0694555761)) + (t_2 * 0.0140005442)) + (t_3 * 0.0008327945)) + ((0.0001789971 * 2.0) * ((x_m * x_m) * t_3))));
} 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): t_0 = (x_m * x_m) * (x_m * x_m) t_1 = (x_m * x_m) * t_0 t_2 = (x_m * x_m) * t_1 t_3 = (x_m * x_m) * t_2 tmp = 0 if x_m <= 20000000.0: tmp = x_m * ((((((1.0 + (0.1049934947 * (x_m * x_m))) + (0.0424060604 * t_0)) + (0.0072644182 * t_1)) + (0.0005064034 * t_2)) + (0.0001789971 * t_3)) / ((((((1.0 + ((x_m * x_m) * 0.7715471019)) + (t_0 * 0.2909738639)) + (t_1 * 0.0694555761)) + (t_2 * 0.0140005442)) + (t_3 * 0.0008327945)) + ((0.0001789971 * 2.0) * ((x_m * x_m) * t_3)))) 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) t_0 = Float64(Float64(x_m * x_m) * Float64(x_m * x_m)) t_1 = Float64(Float64(x_m * x_m) * t_0) t_2 = Float64(Float64(x_m * x_m) * t_1) t_3 = Float64(Float64(x_m * x_m) * t_2) tmp = 0.0 if (x_m <= 20000000.0) tmp = Float64(x_m * Float64(Float64(Float64(Float64(Float64(Float64(1.0 + Float64(0.1049934947 * Float64(x_m * x_m))) + 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(Float64(x_m * x_m) * 0.7715471019)) + Float64(t_0 * 0.2909738639)) + Float64(t_1 * 0.0694555761)) + Float64(t_2 * 0.0140005442)) + Float64(t_3 * 0.0008327945)) + Float64(Float64(0.0001789971 * 2.0) * Float64(Float64(x_m * x_m) * t_3))))); 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) t_0 = (x_m * x_m) * (x_m * x_m); t_1 = (x_m * x_m) * t_0; t_2 = (x_m * x_m) * t_1; t_3 = (x_m * x_m) * t_2; tmp = 0.0; if (x_m <= 20000000.0) tmp = x_m * ((((((1.0 + (0.1049934947 * (x_m * x_m))) + (0.0424060604 * t_0)) + (0.0072644182 * t_1)) + (0.0005064034 * t_2)) + (0.0001789971 * t_3)) / ((((((1.0 + ((x_m * x_m) * 0.7715471019)) + (t_0 * 0.2909738639)) + (t_1 * 0.0694555761)) + (t_2 * 0.0140005442)) + (t_3 * 0.0008327945)) + ((0.0001789971 * 2.0) * ((x_m * x_m) * t_3)))); 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_] := Block[{t$95$0 = N[(N[(x$95$m * x$95$m), $MachinePrecision] * N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(N[(x$95$m * x$95$m), $MachinePrecision] * t$95$0), $MachinePrecision]}, Block[{t$95$2 = N[(N[(x$95$m * x$95$m), $MachinePrecision] * t$95$1), $MachinePrecision]}, Block[{t$95$3 = N[(N[(x$95$m * x$95$m), $MachinePrecision] * t$95$2), $MachinePrecision]}, N[(x$95$s * If[LessEqual[x$95$m, 20000000.0], N[(x$95$m * N[(N[(N[(N[(N[(N[(1.0 + N[(0.1049934947 * N[(x$95$m * x$95$m), $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[(N[(x$95$m * x$95$m), $MachinePrecision] * 0.7715471019), $MachinePrecision]), $MachinePrecision] + N[(t$95$0 * 0.2909738639), $MachinePrecision]), $MachinePrecision] + N[(t$95$1 * 0.0694555761), $MachinePrecision]), $MachinePrecision] + N[(t$95$2 * 0.0140005442), $MachinePrecision]), $MachinePrecision] + N[(t$95$3 * 0.0008327945), $MachinePrecision]), $MachinePrecision] + N[(N[(0.0001789971 * 2.0), $MachinePrecision] * N[(N[(x$95$m * x$95$m), $MachinePrecision] * t$95$3), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $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)
\\
\begin{array}{l}
t_0 := \left(x\_m \cdot x\_m\right) \cdot \left(x\_m \cdot x\_m\right)\\
t_1 := \left(x\_m \cdot x\_m\right) \cdot t\_0\\
t_2 := \left(x\_m \cdot x\_m\right) \cdot t\_1\\
t_3 := \left(x\_m \cdot x\_m\right) \cdot t\_2\\
x\_s \cdot \begin{array}{l}
\mathbf{if}\;x\_m \leq 20000000:\\
\;\;\;\;x\_m \cdot \frac{\left(\left(\left(\left(1 + 0.1049934947 \cdot \left(x\_m \cdot x\_m\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 + \left(x\_m \cdot x\_m\right) \cdot 0.7715471019\right) + t\_0 \cdot 0.2909738639\right) + t\_1 \cdot 0.0694555761\right) + t\_2 \cdot 0.0140005442\right) + t\_3 \cdot 0.0008327945\right) + \left(0.0001789971 \cdot 2\right) \cdot \left(\left(x\_m \cdot x\_m\right) \cdot t\_3\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{0.5}{x\_m}\\
\end{array}
\end{array}
\end{array}
if x < 2e7Initial program 74.9%
if 2e7 < x Initial program 9.3%
Taylor expanded in x around inf
lower-/.f64100.0
Applied rewrites100.0%
Final simplification80.1%
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_m)))) (t_1 (* x_m t_0)) (t_2 (* x_m t_1)))
(*
x_s
(if (<= x_m 150000000.0)
(/
(*
x_m
(fma
(* x_m x_m)
(fma t_2 0.0005064034 (* t_2 (* (* x_m x_m) 0.0001789971)))
(fma
(* x_m x_m)
(fma (* x_m x_m) 0.0424060604 (* 0.0072644182 t_0))
(fma (* x_m x_m) 0.1049934947 1.0))))
(fma
(* x_m x_m)
(* (pow x_m 8.0) (fma x_m (* x_m 0.0003579942) 0.0008327945))
(fma
(* x_m x_m)
(fma t_0 0.0694555761 (* x_m (* 0.0140005442 t_1)))
(fma (* x_m x_m) (+ 0.7715471019 (* (* x_m x_m) 0.2909738639)) 1.0))))
(/ 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 * x_m));
double t_1 = x_m * t_0;
double t_2 = x_m * t_1;
double tmp;
if (x_m <= 150000000.0) {
tmp = (x_m * fma((x_m * x_m), fma(t_2, 0.0005064034, (t_2 * ((x_m * x_m) * 0.0001789971))), fma((x_m * x_m), fma((x_m * x_m), 0.0424060604, (0.0072644182 * t_0)), fma((x_m * x_m), 0.1049934947, 1.0)))) / fma((x_m * x_m), (pow(x_m, 8.0) * fma(x_m, (x_m * 0.0003579942), 0.0008327945)), fma((x_m * x_m), fma(t_0, 0.0694555761, (x_m * (0.0140005442 * t_1))), fma((x_m * x_m), (0.7715471019 + ((x_m * x_m) * 0.2909738639)), 1.0)));
} 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) t_0 = Float64(x_m * Float64(x_m * Float64(x_m * x_m))) t_1 = Float64(x_m * t_0) t_2 = Float64(x_m * t_1) tmp = 0.0 if (x_m <= 150000000.0) tmp = Float64(Float64(x_m * fma(Float64(x_m * x_m), fma(t_2, 0.0005064034, Float64(t_2 * Float64(Float64(x_m * x_m) * 0.0001789971))), fma(Float64(x_m * x_m), fma(Float64(x_m * x_m), 0.0424060604, Float64(0.0072644182 * t_0)), fma(Float64(x_m * x_m), 0.1049934947, 1.0)))) / fma(Float64(x_m * x_m), Float64((x_m ^ 8.0) * fma(x_m, Float64(x_m * 0.0003579942), 0.0008327945)), fma(Float64(x_m * x_m), fma(t_0, 0.0694555761, Float64(x_m * Float64(0.0140005442 * t_1))), fma(Float64(x_m * x_m), Float64(0.7715471019 + Float64(Float64(x_m * x_m) * 0.2909738639)), 1.0)))); 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_] := Block[{t$95$0 = N[(x$95$m * N[(x$95$m * N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(x$95$m * t$95$0), $MachinePrecision]}, Block[{t$95$2 = N[(x$95$m * t$95$1), $MachinePrecision]}, N[(x$95$s * If[LessEqual[x$95$m, 150000000.0], N[(N[(x$95$m * N[(N[(x$95$m * x$95$m), $MachinePrecision] * N[(t$95$2 * 0.0005064034 + N[(t$95$2 * N[(N[(x$95$m * x$95$m), $MachinePrecision] * 0.0001789971), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(x$95$m * x$95$m), $MachinePrecision] * N[(N[(x$95$m * x$95$m), $MachinePrecision] * 0.0424060604 + N[(0.0072644182 * t$95$0), $MachinePrecision]), $MachinePrecision] + N[(N[(x$95$m * x$95$m), $MachinePrecision] * 0.1049934947 + 1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(N[(x$95$m * x$95$m), $MachinePrecision] * N[(N[Power[x$95$m, 8.0], $MachinePrecision] * N[(x$95$m * N[(x$95$m * 0.0003579942), $MachinePrecision] + 0.0008327945), $MachinePrecision]), $MachinePrecision] + N[(N[(x$95$m * x$95$m), $MachinePrecision] * N[(t$95$0 * 0.0694555761 + N[(x$95$m * N[(0.0140005442 * t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(x$95$m * x$95$m), $MachinePrecision] * N[(0.7715471019 + N[(N[(x$95$m * x$95$m), $MachinePrecision] * 0.2909738639), $MachinePrecision]), $MachinePrecision] + 1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $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)
\\
\begin{array}{l}
t_0 := x\_m \cdot \left(x\_m \cdot \left(x\_m \cdot x\_m\right)\right)\\
t_1 := x\_m \cdot t\_0\\
t_2 := x\_m \cdot t\_1\\
x\_s \cdot \begin{array}{l}
\mathbf{if}\;x\_m \leq 150000000:\\
\;\;\;\;\frac{x\_m \cdot \mathsf{fma}\left(x\_m \cdot x\_m, \mathsf{fma}\left(t\_2, 0.0005064034, t\_2 \cdot \left(\left(x\_m \cdot x\_m\right) \cdot 0.0001789971\right)\right), \mathsf{fma}\left(x\_m \cdot x\_m, \mathsf{fma}\left(x\_m \cdot x\_m, 0.0424060604, 0.0072644182 \cdot t\_0\right), \mathsf{fma}\left(x\_m \cdot x\_m, 0.1049934947, 1\right)\right)\right)}{\mathsf{fma}\left(x\_m \cdot x\_m, {x\_m}^{8} \cdot \mathsf{fma}\left(x\_m, x\_m \cdot 0.0003579942, 0.0008327945\right), \mathsf{fma}\left(x\_m \cdot x\_m, \mathsf{fma}\left(t\_0, 0.0694555761, x\_m \cdot \left(0.0140005442 \cdot t\_1\right)\right), \mathsf{fma}\left(x\_m \cdot x\_m, 0.7715471019 + \left(x\_m \cdot x\_m\right) \cdot 0.2909738639, 1\right)\right)\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{0.5}{x\_m}\\
\end{array}
\end{array}
\end{array}
if x < 1.5e8Initial program 74.9%
Applied rewrites74.8%
Taylor expanded in x around 0
lower-*.f64N/A
lower-pow.f64N/A
+-commutativeN/A
unpow2N/A
associate-*r*N/A
*-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lower-*.f6474.8
Applied rewrites74.8%
if 1.5e8 < x Initial program 9.3%
Taylor expanded in x around inf
lower-/.f64100.0
Applied rewrites100.0%
Final simplification80.1%
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_m)))) (t_1 (* x_m t_0)) (t_2 (* x_m t_1)))
(*
x_s
(if (<= x_m 6000.0)
(/
(*
x_m
(fma
(* x_m x_m)
(fma t_2 0.0005064034 (* t_2 (* (* x_m x_m) 0.0001789971)))
(fma
(* x_m x_m)
(fma (* x_m x_m) 0.0424060604 (* 0.0072644182 t_0))
(fma (* x_m x_m) 0.1049934947 1.0))))
(fma
(* x_m x_m)
(fma (* (* x_m x_m) t_2) 0.0008327945 (* 0.0003579942 (* t_0 t_2)))
(fma
(* x_m x_m)
(fma t_0 0.0694555761 (* x_m (* 0.0140005442 t_1)))
(fma (* x_m x_m) (+ 0.7715471019 (* (* x_m x_m) 0.2909738639)) 1.0))))
(/ (+ 0.5 (/ 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 * x_m));
double t_1 = x_m * t_0;
double t_2 = x_m * t_1;
double tmp;
if (x_m <= 6000.0) {
tmp = (x_m * fma((x_m * x_m), fma(t_2, 0.0005064034, (t_2 * ((x_m * x_m) * 0.0001789971))), fma((x_m * x_m), fma((x_m * x_m), 0.0424060604, (0.0072644182 * t_0)), fma((x_m * x_m), 0.1049934947, 1.0)))) / fma((x_m * x_m), fma(((x_m * x_m) * t_2), 0.0008327945, (0.0003579942 * (t_0 * t_2))), fma((x_m * x_m), fma(t_0, 0.0694555761, (x_m * (0.0140005442 * t_1))), fma((x_m * x_m), (0.7715471019 + ((x_m * x_m) * 0.2909738639)), 1.0)));
} else {
tmp = (0.5 + (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(x_m * Float64(x_m * Float64(x_m * x_m))) t_1 = Float64(x_m * t_0) t_2 = Float64(x_m * t_1) tmp = 0.0 if (x_m <= 6000.0) tmp = Float64(Float64(x_m * fma(Float64(x_m * x_m), fma(t_2, 0.0005064034, Float64(t_2 * Float64(Float64(x_m * x_m) * 0.0001789971))), fma(Float64(x_m * x_m), fma(Float64(x_m * x_m), 0.0424060604, Float64(0.0072644182 * t_0)), fma(Float64(x_m * x_m), 0.1049934947, 1.0)))) / fma(Float64(x_m * x_m), fma(Float64(Float64(x_m * x_m) * t_2), 0.0008327945, Float64(0.0003579942 * Float64(t_0 * t_2))), fma(Float64(x_m * x_m), fma(t_0, 0.0694555761, Float64(x_m * Float64(0.0140005442 * t_1))), fma(Float64(x_m * x_m), Float64(0.7715471019 + Float64(Float64(x_m * x_m) * 0.2909738639)), 1.0)))); else tmp = Float64(Float64(0.5 + Float64(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[(x$95$m * N[(x$95$m * N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(x$95$m * t$95$0), $MachinePrecision]}, Block[{t$95$2 = N[(x$95$m * t$95$1), $MachinePrecision]}, N[(x$95$s * If[LessEqual[x$95$m, 6000.0], N[(N[(x$95$m * N[(N[(x$95$m * x$95$m), $MachinePrecision] * N[(t$95$2 * 0.0005064034 + N[(t$95$2 * N[(N[(x$95$m * x$95$m), $MachinePrecision] * 0.0001789971), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(x$95$m * x$95$m), $MachinePrecision] * N[(N[(x$95$m * x$95$m), $MachinePrecision] * 0.0424060604 + N[(0.0072644182 * t$95$0), $MachinePrecision]), $MachinePrecision] + N[(N[(x$95$m * x$95$m), $MachinePrecision] * 0.1049934947 + 1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(N[(x$95$m * x$95$m), $MachinePrecision] * N[(N[(N[(x$95$m * x$95$m), $MachinePrecision] * t$95$2), $MachinePrecision] * 0.0008327945 + N[(0.0003579942 * N[(t$95$0 * t$95$2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(x$95$m * x$95$m), $MachinePrecision] * N[(t$95$0 * 0.0694555761 + N[(x$95$m * N[(0.0140005442 * t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(x$95$m * x$95$m), $MachinePrecision] * N[(0.7715471019 + N[(N[(x$95$m * x$95$m), $MachinePrecision] * 0.2909738639), $MachinePrecision]), $MachinePrecision] + 1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(0.5 + N[(0.2514179000665374 / 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 := x\_m \cdot \left(x\_m \cdot \left(x\_m \cdot x\_m\right)\right)\\
t_1 := x\_m \cdot t\_0\\
t_2 := x\_m \cdot t\_1\\
x\_s \cdot \begin{array}{l}
\mathbf{if}\;x\_m \leq 6000:\\
\;\;\;\;\frac{x\_m \cdot \mathsf{fma}\left(x\_m \cdot x\_m, \mathsf{fma}\left(t\_2, 0.0005064034, t\_2 \cdot \left(\left(x\_m \cdot x\_m\right) \cdot 0.0001789971\right)\right), \mathsf{fma}\left(x\_m \cdot x\_m, \mathsf{fma}\left(x\_m \cdot x\_m, 0.0424060604, 0.0072644182 \cdot t\_0\right), \mathsf{fma}\left(x\_m \cdot x\_m, 0.1049934947, 1\right)\right)\right)}{\mathsf{fma}\left(x\_m \cdot x\_m, \mathsf{fma}\left(\left(x\_m \cdot x\_m\right) \cdot t\_2, 0.0008327945, 0.0003579942 \cdot \left(t\_0 \cdot t\_2\right)\right), \mathsf{fma}\left(x\_m \cdot x\_m, \mathsf{fma}\left(t\_0, 0.0694555761, x\_m \cdot \left(0.0140005442 \cdot t\_1\right)\right), \mathsf{fma}\left(x\_m \cdot x\_m, 0.7715471019 + \left(x\_m \cdot x\_m\right) \cdot 0.2909738639, 1\right)\right)\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{0.5 + \frac{0.2514179000665374}{x\_m \cdot x\_m}}{x\_m}\\
\end{array}
\end{array}
\end{array}
if x < 6e3Initial program 74.6%
Applied rewrites74.6%
if 6e3 < x Initial program 12.6%
Taylor expanded in x around inf
lower-/.f64N/A
lower-+.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f64N/A
unpow2N/A
lower-*.f64100.0
Applied rewrites100.0%
Final simplification80.1%
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_m)))) (t_1 (* x_m (* x_m t_0))))
(*
x_s
(if (<= x_m 6800.0)
(/
(*
x_m
(fma
(* x_m x_m)
(fma
t_1
(fma x_m (* x_m 0.0001789971) 0.0005064034)
(fma
(* x_m x_m)
(fma (* x_m x_m) 0.0072644182 0.0424060604)
0.1049934947))
1.0))
(fma
(* x_m x_m)
(fma
x_m
(* (* x_m t_1) (fma (* x_m x_m) 0.0003579942 0.0008327945))
(fma
x_m
(fma
x_m
(fma x_m (* x_m 0.0694555761) (* 0.0140005442 t_0))
(* x_m 0.2909738639))
0.7715471019))
1.0))
(/ (+ 0.5 (/ 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 * x_m));
double t_1 = x_m * (x_m * t_0);
double tmp;
if (x_m <= 6800.0) {
tmp = (x_m * fma((x_m * x_m), fma(t_1, fma(x_m, (x_m * 0.0001789971), 0.0005064034), fma((x_m * x_m), fma((x_m * x_m), 0.0072644182, 0.0424060604), 0.1049934947)), 1.0)) / fma((x_m * x_m), fma(x_m, ((x_m * t_1) * fma((x_m * x_m), 0.0003579942, 0.0008327945)), fma(x_m, fma(x_m, fma(x_m, (x_m * 0.0694555761), (0.0140005442 * t_0)), (x_m * 0.2909738639)), 0.7715471019)), 1.0);
} else {
tmp = (0.5 + (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(x_m * Float64(x_m * Float64(x_m * x_m))) t_1 = Float64(x_m * Float64(x_m * t_0)) tmp = 0.0 if (x_m <= 6800.0) tmp = Float64(Float64(x_m * fma(Float64(x_m * x_m), fma(t_1, fma(x_m, Float64(x_m * 0.0001789971), 0.0005064034), fma(Float64(x_m * x_m), fma(Float64(x_m * x_m), 0.0072644182, 0.0424060604), 0.1049934947)), 1.0)) / fma(Float64(x_m * x_m), fma(x_m, Float64(Float64(x_m * t_1) * fma(Float64(x_m * x_m), 0.0003579942, 0.0008327945)), fma(x_m, fma(x_m, fma(x_m, Float64(x_m * 0.0694555761), Float64(0.0140005442 * t_0)), Float64(x_m * 0.2909738639)), 0.7715471019)), 1.0)); else tmp = Float64(Float64(0.5 + Float64(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[(x$95$m * N[(x$95$m * N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(x$95$m * N[(x$95$m * t$95$0), $MachinePrecision]), $MachinePrecision]}, N[(x$95$s * If[LessEqual[x$95$m, 6800.0], N[(N[(x$95$m * N[(N[(x$95$m * x$95$m), $MachinePrecision] * N[(t$95$1 * N[(x$95$m * N[(x$95$m * 0.0001789971), $MachinePrecision] + 0.0005064034), $MachinePrecision] + N[(N[(x$95$m * x$95$m), $MachinePrecision] * N[(N[(x$95$m * x$95$m), $MachinePrecision] * 0.0072644182 + 0.0424060604), $MachinePrecision] + 0.1049934947), $MachinePrecision]), $MachinePrecision] + 1.0), $MachinePrecision]), $MachinePrecision] / N[(N[(x$95$m * x$95$m), $MachinePrecision] * N[(x$95$m * N[(N[(x$95$m * t$95$1), $MachinePrecision] * N[(N[(x$95$m * x$95$m), $MachinePrecision] * 0.0003579942 + 0.0008327945), $MachinePrecision]), $MachinePrecision] + N[(x$95$m * N[(x$95$m * N[(x$95$m * N[(x$95$m * 0.0694555761), $MachinePrecision] + N[(0.0140005442 * t$95$0), $MachinePrecision]), $MachinePrecision] + N[(x$95$m * 0.2909738639), $MachinePrecision]), $MachinePrecision] + 0.7715471019), $MachinePrecision]), $MachinePrecision] + 1.0), $MachinePrecision]), $MachinePrecision], N[(N[(0.5 + N[(0.2514179000665374 / 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 := x\_m \cdot \left(x\_m \cdot \left(x\_m \cdot x\_m\right)\right)\\
t_1 := x\_m \cdot \left(x\_m \cdot t\_0\right)\\
x\_s \cdot \begin{array}{l}
\mathbf{if}\;x\_m \leq 6800:\\
\;\;\;\;\frac{x\_m \cdot \mathsf{fma}\left(x\_m \cdot x\_m, \mathsf{fma}\left(t\_1, \mathsf{fma}\left(x\_m, x\_m \cdot 0.0001789971, 0.0005064034\right), \mathsf{fma}\left(x\_m \cdot x\_m, \mathsf{fma}\left(x\_m \cdot x\_m, 0.0072644182, 0.0424060604\right), 0.1049934947\right)\right), 1\right)}{\mathsf{fma}\left(x\_m \cdot x\_m, \mathsf{fma}\left(x\_m, \left(x\_m \cdot t\_1\right) \cdot \mathsf{fma}\left(x\_m \cdot x\_m, 0.0003579942, 0.0008327945\right), \mathsf{fma}\left(x\_m, \mathsf{fma}\left(x\_m, \mathsf{fma}\left(x\_m, x\_m \cdot 0.0694555761, 0.0140005442 \cdot t\_0\right), x\_m \cdot 0.2909738639\right), 0.7715471019\right)\right), 1\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{0.5 + \frac{0.2514179000665374}{x\_m \cdot x\_m}}{x\_m}\\
\end{array}
\end{array}
\end{array}
if x < 6800Initial program 74.6%
Applied rewrites74.6%
Taylor expanded in x around 0
lower-*.f64N/A
lower-pow.f64N/A
+-commutativeN/A
unpow2N/A
associate-*r*N/A
*-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lower-*.f6474.6
Applied rewrites74.6%
Applied rewrites74.6%
Applied rewrites74.6%
if 6800 < x Initial program 12.6%
Taylor expanded in x around inf
lower-/.f64N/A
lower-+.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f64N/A
unpow2N/A
lower-*.f64100.0
Applied rewrites100.0%
Final simplification80.1%
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 1.85)
(/
(*
x_m
(fma
(* x_m x_m)
(fma
x_m
(* x_m (fma x_m (* x_m 0.0072644182) 0.0424060604))
0.1049934947)
1.0))
(fma
x_m
(*
x_m
(*
(fma (* x_m x_m) 0.0003579942 0.0008327945)
(* (* x_m x_m) (* t_0 t_0))))
(fma
(* x_m x_m)
(fma
x_m
(fma
(* x_m t_0)
(* x_m 0.0140005442)
(* x_m (* (* x_m x_m) 0.0694555761)))
(fma x_m (* x_m 0.2909738639) 0.7715471019))
1.0)))
(/ (+ 0.5 (/ 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 <= 1.85) {
tmp = (x_m * fma((x_m * x_m), fma(x_m, (x_m * fma(x_m, (x_m * 0.0072644182), 0.0424060604)), 0.1049934947), 1.0)) / fma(x_m, (x_m * (fma((x_m * x_m), 0.0003579942, 0.0008327945) * ((x_m * x_m) * (t_0 * t_0)))), fma((x_m * x_m), fma(x_m, fma((x_m * t_0), (x_m * 0.0140005442), (x_m * ((x_m * x_m) * 0.0694555761))), fma(x_m, (x_m * 0.2909738639), 0.7715471019)), 1.0));
} else {
tmp = (0.5 + (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(x_m * Float64(x_m * x_m)) tmp = 0.0 if (x_m <= 1.85) tmp = Float64(Float64(x_m * fma(Float64(x_m * x_m), fma(x_m, Float64(x_m * fma(x_m, Float64(x_m * 0.0072644182), 0.0424060604)), 0.1049934947), 1.0)) / fma(x_m, Float64(x_m * Float64(fma(Float64(x_m * x_m), 0.0003579942, 0.0008327945) * Float64(Float64(x_m * x_m) * Float64(t_0 * t_0)))), fma(Float64(x_m * x_m), fma(x_m, fma(Float64(x_m * t_0), Float64(x_m * 0.0140005442), Float64(x_m * Float64(Float64(x_m * x_m) * 0.0694555761))), fma(x_m, Float64(x_m * 0.2909738639), 0.7715471019)), 1.0))); else tmp = Float64(Float64(0.5 + Float64(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[(x$95$m * N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision]}, N[(x$95$s * If[LessEqual[x$95$m, 1.85], N[(N[(x$95$m * N[(N[(x$95$m * x$95$m), $MachinePrecision] * N[(x$95$m * N[(x$95$m * N[(x$95$m * N[(x$95$m * 0.0072644182), $MachinePrecision] + 0.0424060604), $MachinePrecision]), $MachinePrecision] + 0.1049934947), $MachinePrecision] + 1.0), $MachinePrecision]), $MachinePrecision] / N[(x$95$m * N[(x$95$m * N[(N[(N[(x$95$m * x$95$m), $MachinePrecision] * 0.0003579942 + 0.0008327945), $MachinePrecision] * N[(N[(x$95$m * x$95$m), $MachinePrecision] * N[(t$95$0 * t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(x$95$m * x$95$m), $MachinePrecision] * N[(x$95$m * N[(N[(x$95$m * t$95$0), $MachinePrecision] * N[(x$95$m * 0.0140005442), $MachinePrecision] + N[(x$95$m * N[(N[(x$95$m * x$95$m), $MachinePrecision] * 0.0694555761), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(x$95$m * N[(x$95$m * 0.2909738639), $MachinePrecision] + 0.7715471019), $MachinePrecision]), $MachinePrecision] + 1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(0.5 + N[(0.2514179000665374 / 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 := x\_m \cdot \left(x\_m \cdot x\_m\right)\\
x\_s \cdot \begin{array}{l}
\mathbf{if}\;x\_m \leq 1.85:\\
\;\;\;\;\frac{x\_m \cdot \mathsf{fma}\left(x\_m \cdot x\_m, \mathsf{fma}\left(x\_m, x\_m \cdot \mathsf{fma}\left(x\_m, x\_m \cdot 0.0072644182, 0.0424060604\right), 0.1049934947\right), 1\right)}{\mathsf{fma}\left(x\_m, x\_m \cdot \left(\mathsf{fma}\left(x\_m \cdot x\_m, 0.0003579942, 0.0008327945\right) \cdot \left(\left(x\_m \cdot x\_m\right) \cdot \left(t\_0 \cdot t\_0\right)\right)\right), \mathsf{fma}\left(x\_m \cdot x\_m, \mathsf{fma}\left(x\_m, \mathsf{fma}\left(x\_m \cdot t\_0, x\_m \cdot 0.0140005442, x\_m \cdot \left(\left(x\_m \cdot x\_m\right) \cdot 0.0694555761\right)\right), \mathsf{fma}\left(x\_m, x\_m \cdot 0.2909738639, 0.7715471019\right)\right), 1\right)\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{0.5 + \frac{0.2514179000665374}{x\_m \cdot x\_m}}{x\_m}\\
\end{array}
\end{array}
\end{array}
if x < 1.8500000000000001Initial program 74.6%
Applied rewrites74.6%
Taylor expanded in x around 0
lower-*.f64N/A
lower-pow.f64N/A
+-commutativeN/A
unpow2N/A
associate-*r*N/A
*-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lower-*.f6474.6
Applied rewrites74.6%
Applied rewrites74.6%
Taylor expanded in x around 0
+-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f64N/A
+-commutativeN/A
unpow2N/A
associate-*l*N/A
*-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lower-*.f64N/A
+-commutativeN/A
unpow2N/A
associate-*r*N/A
*-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lower-*.f6471.7
Applied rewrites71.7%
if 1.8500000000000001 < x Initial program 12.6%
Taylor expanded in x around inf
lower-/.f64N/A
lower-+.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f64N/A
unpow2N/A
lower-*.f64100.0
Applied rewrites100.0%
Final simplification77.8%
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
x_m
(* x_m (fma x_m (* x_m -0.0732490286039007) 0.265709700396151))
-0.6665536072)
(* x_m (* x_m x_m))
x_m)
(/ (+ 0.5 (/ 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 <= 1.15) {
tmp = fma(fma(x_m, (x_m * fma(x_m, (x_m * -0.0732490286039007), 0.265709700396151)), -0.6665536072), (x_m * (x_m * x_m)), x_m);
} else {
tmp = (0.5 + (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 <= 1.15) tmp = fma(fma(x_m, Float64(x_m * fma(x_m, Float64(x_m * -0.0732490286039007), 0.265709700396151)), -0.6665536072), Float64(x_m * Float64(x_m * x_m)), x_m); else tmp = Float64(Float64(0.5 + Float64(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, 1.15], N[(N[(x$95$m * N[(x$95$m * N[(x$95$m * N[(x$95$m * -0.0732490286039007), $MachinePrecision] + 0.265709700396151), $MachinePrecision]), $MachinePrecision] + -0.6665536072), $MachinePrecision] * N[(x$95$m * N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision] + x$95$m), $MachinePrecision], N[(N[(0.5 + N[(0.2514179000665374 / 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 1.15:\\
\;\;\;\;\mathsf{fma}\left(\mathsf{fma}\left(x\_m, x\_m \cdot \mathsf{fma}\left(x\_m, x\_m \cdot -0.0732490286039007, 0.265709700396151\right), -0.6665536072\right), x\_m \cdot \left(x\_m \cdot x\_m\right), x\_m\right)\\
\mathbf{else}:\\
\;\;\;\;\frac{0.5 + \frac{0.2514179000665374}{x\_m \cdot x\_m}}{x\_m}\\
\end{array}
\end{array}
if x < 1.1499999999999999Initial program 74.6%
Taylor expanded in x around 0
+-commutativeN/A
distribute-rgt-inN/A
*-commutativeN/A
associate-*r*N/A
*-commutativeN/A
*-lft-identityN/A
lower-fma.f64N/A
Applied rewrites71.8%
if 1.1499999999999999 < x Initial program 12.6%
Taylor expanded in x around inf
lower-/.f64N/A
lower-+.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f64N/A
unpow2N/A
lower-*.f64100.0
Applied rewrites100.0%
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
x_m
(* x_m (* x_m (fma (* x_m x_m) 0.265709700396151 -0.6665536072)))
x_m)
(/ (+ 0.5 (/ 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 <= 1.1) {
tmp = fma(x_m, (x_m * (x_m * fma((x_m * x_m), 0.265709700396151, -0.6665536072))), x_m);
} else {
tmp = (0.5 + (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 <= 1.1) tmp = fma(x_m, Float64(x_m * Float64(x_m * fma(Float64(x_m * x_m), 0.265709700396151, -0.6665536072))), x_m); else tmp = Float64(Float64(0.5 + Float64(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, 1.1], N[(x$95$m * N[(x$95$m * N[(x$95$m * N[(N[(x$95$m * x$95$m), $MachinePrecision] * 0.265709700396151 + -0.6665536072), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + x$95$m), $MachinePrecision], N[(N[(0.5 + N[(0.2514179000665374 / 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 1.1:\\
\;\;\;\;\mathsf{fma}\left(x\_m, x\_m \cdot \left(x\_m \cdot \mathsf{fma}\left(x\_m \cdot x\_m, 0.265709700396151, -0.6665536072\right)\right), x\_m\right)\\
\mathbf{else}:\\
\;\;\;\;\frac{0.5 + \frac{0.2514179000665374}{x\_m \cdot x\_m}}{x\_m}\\
\end{array}
\end{array}
if x < 1.1000000000000001Initial program 74.6%
Taylor expanded in x around 0
+-commutativeN/A
distribute-lft-inN/A
*-rgt-identityN/A
lower-fma.f64N/A
unpow2N/A
associate-*l*N/A
lower-*.f64N/A
lower-*.f64N/A
sub-negN/A
*-commutativeN/A
metadata-evalN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f6472.1
Applied rewrites72.1%
if 1.1000000000000001 < x Initial program 12.6%
Taylor expanded in x around inf
lower-/.f64N/A
lower-+.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f64N/A
unpow2N/A
lower-*.f64100.0
Applied rewrites100.0%
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 0.88)
(fma
x_m
(* x_m (* x_m (fma (* x_m x_m) 0.265709700396151 -0.6665536072)))
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 <= 0.88) {
tmp = fma(x_m, (x_m * (x_m * fma((x_m * x_m), 0.265709700396151, -0.6665536072))), 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 <= 0.88) tmp = fma(x_m, Float64(x_m * Float64(x_m * fma(Float64(x_m * x_m), 0.265709700396151, -0.6665536072))), 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, 0.88], N[(x$95$m * N[(x$95$m * N[(x$95$m * N[(N[(x$95$m * x$95$m), $MachinePrecision] * 0.265709700396151 + -0.6665536072), $MachinePrecision]), $MachinePrecision]), $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 0.88:\\
\;\;\;\;\mathsf{fma}\left(x\_m, x\_m \cdot \left(x\_m \cdot \mathsf{fma}\left(x\_m \cdot x\_m, 0.265709700396151, -0.6665536072\right)\right), x\_m\right)\\
\mathbf{else}:\\
\;\;\;\;\frac{0.5}{x\_m}\\
\end{array}
\end{array}
if x < 0.880000000000000004Initial program 74.6%
Taylor expanded in x around 0
+-commutativeN/A
distribute-lft-inN/A
*-rgt-identityN/A
lower-fma.f64N/A
unpow2N/A
associate-*l*N/A
lower-*.f64N/A
lower-*.f64N/A
sub-negN/A
*-commutativeN/A
metadata-evalN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f6472.1
Applied rewrites72.1%
if 0.880000000000000004 < x Initial program 12.6%
Taylor expanded in x around inf
lower-/.f6499.3
Applied rewrites99.3%
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 x_m (* (* x_m x_m) -0.6665536072) 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(x_m, ((x_m * x_m) * -0.6665536072), 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 = fma(x_m, Float64(Float64(x_m * x_m) * -0.6665536072), 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[(x$95$m * N[(N[(x$95$m * x$95$m), $MachinePrecision] * -0.6665536072), $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(x\_m, \left(x\_m \cdot x\_m\right) \cdot -0.6665536072, x\_m\right)\\
\mathbf{else}:\\
\;\;\;\;\frac{0.5}{x\_m}\\
\end{array}
\end{array}
if x < 0.78000000000000003Initial program 74.6%
Taylor expanded in x around 0
+-commutativeN/A
distribute-lft-inN/A
*-rgt-identityN/A
lower-fma.f64N/A
*-commutativeN/A
lower-*.f64N/A
unpow2N/A
lower-*.f6471.5
Applied rewrites71.5%
if 0.78000000000000003 < x Initial program 12.6%
Taylor expanded in x around inf
lower-/.f6499.3
Applied rewrites99.3%
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) 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 = 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 = 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 = 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 = 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 = 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 = 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], x$95$m, 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:\\
\;\;\;\;x\_m\\
\mathbf{else}:\\
\;\;\;\;\frac{0.5}{x\_m}\\
\end{array}
\end{array}
if x < 0.69999999999999996Initial program 74.6%
Taylor expanded in x around 0
Applied rewrites71.8%
*-lft-identity71.8
Applied rewrites71.8%
if 0.69999999999999996 < x Initial program 12.6%
Taylor expanded in x around inf
lower-/.f6499.3
Applied rewrites99.3%
x\_m = (fabs.f64 x) x\_s = (copysign.f64 #s(literal 1 binary64) x) (FPCore (x_s x_m) :precision binary64 (* x_s x_m))
x\_m = fabs(x);
x\_s = copysign(1.0, x);
double code(double x_s, double x_m) {
return x_s * 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 * 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 * x_m;
}
x\_m = math.fabs(x) x\_s = math.copysign(1.0, x) def code(x_s, x_m): return x_s * x_m
x\_m = abs(x) x\_s = copysign(1.0, x) function code(x_s, x_m) return Float64(x_s * x_m) end
x\_m = abs(x); x\_s = sign(x) * abs(1.0); function tmp = code(x_s, x_m) tmp = x_s * 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 * x$95$m), $MachinePrecision]
\begin{array}{l}
x\_m = \left|x\right|
\\
x\_s = \mathsf{copysign}\left(1, x\right)
\\
x\_s \cdot x\_m
\end{array}
Initial program 61.3%
Taylor expanded in x around 0
Applied rewrites57.2%
*-lft-identity57.2
Applied rewrites57.2%
herbie shell --seed 2024219
(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))