
(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;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(x)
use fmin_fmax_functions
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 6 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;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(x)
use fmin_fmax_functions
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 (pow (* x_m x_m) 2.0))
(t_1 (* (* x_m x_m) x_m))
(t_2 (pow t_0 2.0)))
(*
x_s
(if (<= x_m 1e+26)
(/
(fma
(fma
(fma (* 0.0001789971 x_m) x_m 0.0005064034)
t_2
(*
(fma 0.0072644182 t_0 (fma (* 0.0424060604 x_m) x_m 0.1049934947))
(* x_m x_m)))
x_m
x_m)
(fma
(* x_m x_m)
(fma
0.0008327945
t_2
(* (* (* 2.0 0.0001789971) (* x_m x_m)) (* (* t_1 (* x_m x_m)) t_1)))
(fma
0.0140005442
t_2
(fma
0.0694555761
(pow t_1 2.0)
(fma
(* x_m x_m)
(+ 0.7715471019 (* (* 0.2909738639 x_m) x_m))
1.0)))))
(/
x_m
(fma
(fma (* 2.0 0.0001789971) (* x_m x_m) 0.0008327945)
(pow (* t_0 x_m) 2.0)
(fma
0.0140005442
(* (* t_1 t_1) (* x_m x_m))
(fma
(fma 0.0694555761 t_0 (fma (* 0.2909738639 x_m) x_m 0.7715471019))
(* x_m x_m)
1.0))))))))x\_m = fabs(x);
x\_s = copysign(1.0, x);
double code(double x_s, double x_m) {
double t_0 = pow((x_m * x_m), 2.0);
double t_1 = (x_m * x_m) * x_m;
double t_2 = pow(t_0, 2.0);
double tmp;
if (x_m <= 1e+26) {
tmp = fma(fma(fma((0.0001789971 * x_m), x_m, 0.0005064034), t_2, (fma(0.0072644182, t_0, fma((0.0424060604 * x_m), x_m, 0.1049934947)) * (x_m * x_m))), x_m, x_m) / fma((x_m * x_m), fma(0.0008327945, t_2, (((2.0 * 0.0001789971) * (x_m * x_m)) * ((t_1 * (x_m * x_m)) * t_1))), fma(0.0140005442, t_2, fma(0.0694555761, pow(t_1, 2.0), fma((x_m * x_m), (0.7715471019 + ((0.2909738639 * x_m) * x_m)), 1.0))));
} else {
tmp = x_m / fma(fma((2.0 * 0.0001789971), (x_m * x_m), 0.0008327945), pow((t_0 * x_m), 2.0), fma(0.0140005442, ((t_1 * t_1) * (x_m * x_m)), fma(fma(0.0694555761, t_0, fma((0.2909738639 * x_m), x_m, 0.7715471019)), (x_m * x_m), 1.0)));
}
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 * x_m) ^ 2.0 t_1 = Float64(Float64(x_m * x_m) * x_m) t_2 = t_0 ^ 2.0 tmp = 0.0 if (x_m <= 1e+26) tmp = Float64(fma(fma(fma(Float64(0.0001789971 * x_m), x_m, 0.0005064034), t_2, Float64(fma(0.0072644182, t_0, fma(Float64(0.0424060604 * x_m), x_m, 0.1049934947)) * Float64(x_m * x_m))), x_m, x_m) / fma(Float64(x_m * x_m), fma(0.0008327945, t_2, Float64(Float64(Float64(2.0 * 0.0001789971) * Float64(x_m * x_m)) * Float64(Float64(t_1 * Float64(x_m * x_m)) * t_1))), fma(0.0140005442, t_2, fma(0.0694555761, (t_1 ^ 2.0), fma(Float64(x_m * x_m), Float64(0.7715471019 + Float64(Float64(0.2909738639 * x_m) * x_m)), 1.0))))); else tmp = Float64(x_m / fma(fma(Float64(2.0 * 0.0001789971), Float64(x_m * x_m), 0.0008327945), (Float64(t_0 * x_m) ^ 2.0), fma(0.0140005442, Float64(Float64(t_1 * t_1) * Float64(x_m * x_m)), fma(fma(0.0694555761, t_0, fma(Float64(0.2909738639 * x_m), x_m, 0.7715471019)), Float64(x_m * x_m), 1.0)))); 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[Power[N[(x$95$m * x$95$m), $MachinePrecision], 2.0], $MachinePrecision]}, Block[{t$95$1 = N[(N[(x$95$m * x$95$m), $MachinePrecision] * x$95$m), $MachinePrecision]}, Block[{t$95$2 = N[Power[t$95$0, 2.0], $MachinePrecision]}, N[(x$95$s * If[LessEqual[x$95$m, 1e+26], N[(N[(N[(N[(N[(0.0001789971 * x$95$m), $MachinePrecision] * x$95$m + 0.0005064034), $MachinePrecision] * t$95$2 + N[(N[(0.0072644182 * t$95$0 + N[(N[(0.0424060604 * x$95$m), $MachinePrecision] * x$95$m + 0.1049934947), $MachinePrecision]), $MachinePrecision] * N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * x$95$m + x$95$m), $MachinePrecision] / N[(N[(x$95$m * x$95$m), $MachinePrecision] * N[(0.0008327945 * t$95$2 + N[(N[(N[(2.0 * 0.0001789971), $MachinePrecision] * N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision] * N[(N[(t$95$1 * N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision] * t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(0.0140005442 * t$95$2 + N[(0.0694555761 * N[Power[t$95$1, 2.0], $MachinePrecision] + N[(N[(x$95$m * x$95$m), $MachinePrecision] * N[(0.7715471019 + N[(N[(0.2909738639 * x$95$m), $MachinePrecision] * x$95$m), $MachinePrecision]), $MachinePrecision] + 1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(x$95$m / N[(N[(N[(2.0 * 0.0001789971), $MachinePrecision] * N[(x$95$m * x$95$m), $MachinePrecision] + 0.0008327945), $MachinePrecision] * N[Power[N[(t$95$0 * x$95$m), $MachinePrecision], 2.0], $MachinePrecision] + N[(0.0140005442 * N[(N[(t$95$1 * t$95$1), $MachinePrecision] * N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision] + N[(N[(0.0694555761 * t$95$0 + N[(N[(0.2909738639 * x$95$m), $MachinePrecision] * x$95$m + 0.7715471019), $MachinePrecision]), $MachinePrecision] * N[(x$95$m * x$95$m), $MachinePrecision] + 1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $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)}^{2}\\
t_1 := \left(x\_m \cdot x\_m\right) \cdot x\_m\\
t_2 := {t\_0}^{2}\\
x\_s \cdot \begin{array}{l}
\mathbf{if}\;x\_m \leq 10^{+26}:\\
\;\;\;\;\frac{\mathsf{fma}\left(\mathsf{fma}\left(\mathsf{fma}\left(0.0001789971 \cdot x\_m, x\_m, 0.0005064034\right), t\_2, \mathsf{fma}\left(0.0072644182, t\_0, \mathsf{fma}\left(0.0424060604 \cdot x\_m, x\_m, 0.1049934947\right)\right) \cdot \left(x\_m \cdot x\_m\right)\right), x\_m, x\_m\right)}{\mathsf{fma}\left(x\_m \cdot x\_m, \mathsf{fma}\left(0.0008327945, t\_2, \left(\left(2 \cdot 0.0001789971\right) \cdot \left(x\_m \cdot x\_m\right)\right) \cdot \left(\left(t\_1 \cdot \left(x\_m \cdot x\_m\right)\right) \cdot t\_1\right)\right), \mathsf{fma}\left(0.0140005442, t\_2, \mathsf{fma}\left(0.0694555761, {t\_1}^{2}, \mathsf{fma}\left(x\_m \cdot x\_m, 0.7715471019 + \left(0.2909738639 \cdot x\_m\right) \cdot x\_m, 1\right)\right)\right)\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{x\_m}{\mathsf{fma}\left(\mathsf{fma}\left(2 \cdot 0.0001789971, x\_m \cdot x\_m, 0.0008327945\right), {\left(t\_0 \cdot x\_m\right)}^{2}, \mathsf{fma}\left(0.0140005442, \left(t\_1 \cdot t\_1\right) \cdot \left(x\_m \cdot x\_m\right), \mathsf{fma}\left(\mathsf{fma}\left(0.0694555761, t\_0, \mathsf{fma}\left(0.2909738639 \cdot x\_m, x\_m, 0.7715471019\right)\right), x\_m \cdot x\_m, 1\right)\right)\right)}\\
\end{array}
\end{array}
\end{array}
if x < 1.00000000000000005e26Initial program 71.3%
Applied rewrites71.3%
Taylor expanded in x around 0
Applied rewrites71.3%
Applied rewrites71.3%
if 1.00000000000000005e26 < x Initial program 0.1%
Applied rewrites0.1%
Taylor expanded in x around 0
Applied rewrites5.1%
Applied rewrites5.1%
Taylor expanded in x around 0
Applied rewrites5.1%
Final simplification55.5%
x\_m = (fabs.f64 x)
x\_s = (copysign.f64 #s(literal 1 binary64) x)
(FPCore (x_s x_m)
:precision binary64
(let* ((t_0 (pow (* x_m x_m) 2.0))
(t_1 (* (* x_m x_m) x_m))
(t_2 (pow t_0 2.0)))
(*
x_s
(if (<= x_m 1e+26)
(/
(*
(fma
(fma (* 0.0001789971 x_m) x_m 0.0005064034)
t_2
(fma
(fma 0.0072644182 t_0 (fma (* 0.0424060604 x_m) x_m 0.1049934947))
(* x_m x_m)
1.0))
x_m)
(fma
(* x_m x_m)
(fma
0.0008327945
t_2
(* (* (* 2.0 0.0001789971) (* x_m x_m)) (* (* t_1 (* x_m x_m)) t_1)))
(fma
0.0140005442
t_2
(fma
0.0694555761
(pow t_1 2.0)
(fma
(* x_m x_m)
(+ 0.7715471019 (* (* 0.2909738639 x_m) x_m))
1.0)))))
(/
x_m
(fma
(fma (* 2.0 0.0001789971) (* x_m x_m) 0.0008327945)
(pow (* t_0 x_m) 2.0)
(fma
0.0140005442
(* (* t_1 t_1) (* x_m x_m))
(fma
(fma 0.0694555761 t_0 (fma (* 0.2909738639 x_m) x_m 0.7715471019))
(* x_m x_m)
1.0))))))))x\_m = fabs(x);
x\_s = copysign(1.0, x);
double code(double x_s, double x_m) {
double t_0 = pow((x_m * x_m), 2.0);
double t_1 = (x_m * x_m) * x_m;
double t_2 = pow(t_0, 2.0);
double tmp;
if (x_m <= 1e+26) {
tmp = (fma(fma((0.0001789971 * x_m), x_m, 0.0005064034), t_2, fma(fma(0.0072644182, t_0, fma((0.0424060604 * x_m), x_m, 0.1049934947)), (x_m * x_m), 1.0)) * x_m) / fma((x_m * x_m), fma(0.0008327945, t_2, (((2.0 * 0.0001789971) * (x_m * x_m)) * ((t_1 * (x_m * x_m)) * t_1))), fma(0.0140005442, t_2, fma(0.0694555761, pow(t_1, 2.0), fma((x_m * x_m), (0.7715471019 + ((0.2909738639 * x_m) * x_m)), 1.0))));
} else {
tmp = x_m / fma(fma((2.0 * 0.0001789971), (x_m * x_m), 0.0008327945), pow((t_0 * x_m), 2.0), fma(0.0140005442, ((t_1 * t_1) * (x_m * x_m)), fma(fma(0.0694555761, t_0, fma((0.2909738639 * x_m), x_m, 0.7715471019)), (x_m * x_m), 1.0)));
}
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 * x_m) ^ 2.0 t_1 = Float64(Float64(x_m * x_m) * x_m) t_2 = t_0 ^ 2.0 tmp = 0.0 if (x_m <= 1e+26) tmp = Float64(Float64(fma(fma(Float64(0.0001789971 * x_m), x_m, 0.0005064034), t_2, fma(fma(0.0072644182, t_0, fma(Float64(0.0424060604 * x_m), x_m, 0.1049934947)), Float64(x_m * x_m), 1.0)) * x_m) / fma(Float64(x_m * x_m), fma(0.0008327945, t_2, Float64(Float64(Float64(2.0 * 0.0001789971) * Float64(x_m * x_m)) * Float64(Float64(t_1 * Float64(x_m * x_m)) * t_1))), fma(0.0140005442, t_2, fma(0.0694555761, (t_1 ^ 2.0), fma(Float64(x_m * x_m), Float64(0.7715471019 + Float64(Float64(0.2909738639 * x_m) * x_m)), 1.0))))); else tmp = Float64(x_m / fma(fma(Float64(2.0 * 0.0001789971), Float64(x_m * x_m), 0.0008327945), (Float64(t_0 * x_m) ^ 2.0), fma(0.0140005442, Float64(Float64(t_1 * t_1) * Float64(x_m * x_m)), fma(fma(0.0694555761, t_0, fma(Float64(0.2909738639 * x_m), x_m, 0.7715471019)), Float64(x_m * x_m), 1.0)))); 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[Power[N[(x$95$m * x$95$m), $MachinePrecision], 2.0], $MachinePrecision]}, Block[{t$95$1 = N[(N[(x$95$m * x$95$m), $MachinePrecision] * x$95$m), $MachinePrecision]}, Block[{t$95$2 = N[Power[t$95$0, 2.0], $MachinePrecision]}, N[(x$95$s * If[LessEqual[x$95$m, 1e+26], N[(N[(N[(N[(N[(0.0001789971 * x$95$m), $MachinePrecision] * x$95$m + 0.0005064034), $MachinePrecision] * t$95$2 + N[(N[(0.0072644182 * t$95$0 + N[(N[(0.0424060604 * x$95$m), $MachinePrecision] * x$95$m + 0.1049934947), $MachinePrecision]), $MachinePrecision] * N[(x$95$m * x$95$m), $MachinePrecision] + 1.0), $MachinePrecision]), $MachinePrecision] * x$95$m), $MachinePrecision] / N[(N[(x$95$m * x$95$m), $MachinePrecision] * N[(0.0008327945 * t$95$2 + N[(N[(N[(2.0 * 0.0001789971), $MachinePrecision] * N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision] * N[(N[(t$95$1 * N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision] * t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(0.0140005442 * t$95$2 + N[(0.0694555761 * N[Power[t$95$1, 2.0], $MachinePrecision] + N[(N[(x$95$m * x$95$m), $MachinePrecision] * N[(0.7715471019 + N[(N[(0.2909738639 * x$95$m), $MachinePrecision] * x$95$m), $MachinePrecision]), $MachinePrecision] + 1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(x$95$m / N[(N[(N[(2.0 * 0.0001789971), $MachinePrecision] * N[(x$95$m * x$95$m), $MachinePrecision] + 0.0008327945), $MachinePrecision] * N[Power[N[(t$95$0 * x$95$m), $MachinePrecision], 2.0], $MachinePrecision] + N[(0.0140005442 * N[(N[(t$95$1 * t$95$1), $MachinePrecision] * N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision] + N[(N[(0.0694555761 * t$95$0 + N[(N[(0.2909738639 * x$95$m), $MachinePrecision] * x$95$m + 0.7715471019), $MachinePrecision]), $MachinePrecision] * N[(x$95$m * x$95$m), $MachinePrecision] + 1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $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)}^{2}\\
t_1 := \left(x\_m \cdot x\_m\right) \cdot x\_m\\
t_2 := {t\_0}^{2}\\
x\_s \cdot \begin{array}{l}
\mathbf{if}\;x\_m \leq 10^{+26}:\\
\;\;\;\;\frac{\mathsf{fma}\left(\mathsf{fma}\left(0.0001789971 \cdot x\_m, x\_m, 0.0005064034\right), t\_2, \mathsf{fma}\left(\mathsf{fma}\left(0.0072644182, t\_0, \mathsf{fma}\left(0.0424060604 \cdot x\_m, x\_m, 0.1049934947\right)\right), x\_m \cdot x\_m, 1\right)\right) \cdot x\_m}{\mathsf{fma}\left(x\_m \cdot x\_m, \mathsf{fma}\left(0.0008327945, t\_2, \left(\left(2 \cdot 0.0001789971\right) \cdot \left(x\_m \cdot x\_m\right)\right) \cdot \left(\left(t\_1 \cdot \left(x\_m \cdot x\_m\right)\right) \cdot t\_1\right)\right), \mathsf{fma}\left(0.0140005442, t\_2, \mathsf{fma}\left(0.0694555761, {t\_1}^{2}, \mathsf{fma}\left(x\_m \cdot x\_m, 0.7715471019 + \left(0.2909738639 \cdot x\_m\right) \cdot x\_m, 1\right)\right)\right)\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{x\_m}{\mathsf{fma}\left(\mathsf{fma}\left(2 \cdot 0.0001789971, x\_m \cdot x\_m, 0.0008327945\right), {\left(t\_0 \cdot x\_m\right)}^{2}, \mathsf{fma}\left(0.0140005442, \left(t\_1 \cdot t\_1\right) \cdot \left(x\_m \cdot x\_m\right), \mathsf{fma}\left(\mathsf{fma}\left(0.0694555761, t\_0, \mathsf{fma}\left(0.2909738639 \cdot x\_m, x\_m, 0.7715471019\right)\right), x\_m \cdot x\_m, 1\right)\right)\right)}\\
\end{array}
\end{array}
\end{array}
if x < 1.00000000000000005e26Initial program 71.3%
Applied rewrites71.3%
Taylor expanded in x around 0
Applied rewrites71.3%
Applied rewrites71.3%
if 1.00000000000000005e26 < x Initial program 0.1%
Applied rewrites0.1%
Taylor expanded in x around 0
Applied rewrites5.1%
Applied rewrites5.1%
Taylor expanded in x around 0
Applied rewrites5.1%
x\_m = (fabs.f64 x)
x\_s = (copysign.f64 #s(literal 1 binary64) x)
(FPCore (x_s x_m)
:precision binary64
(let* ((t_0 (pow (* x_m x_m) 2.0))
(t_1 (* (* x_m x_m) x_m))
(t_2 (* (* t_1 t_1) (* x_m x_m)))
(t_3
(fma 0.0694555761 t_0 (fma (* 0.2909738639 x_m) x_m 0.7715471019)))
(t_4 (pow (* t_0 x_m) 2.0))
(t_5 (fma (* 2.0 0.0001789971) (* x_m x_m) 0.0008327945)))
(*
x_s
(if (<= x_m 1e+26)
(/
(fma
(fma
(fma (* 0.0001789971 x_m) x_m 0.0005064034)
(pow t_0 2.0)
(*
(fma 0.0072644182 t_0 (fma (* 0.0424060604 x_m) x_m 0.1049934947))
(* x_m x_m)))
x_m
x_m)
(fma t_4 t_5 (fma 0.0140005442 t_2 (fma (* x_m x_m) t_3 1.0))))
(/
x_m
(fma t_5 t_4 (fma 0.0140005442 t_2 (fma t_3 (* x_m x_m) 1.0))))))))x\_m = fabs(x);
x\_s = copysign(1.0, x);
double code(double x_s, double x_m) {
double t_0 = pow((x_m * x_m), 2.0);
double t_1 = (x_m * x_m) * x_m;
double t_2 = (t_1 * t_1) * (x_m * x_m);
double t_3 = fma(0.0694555761, t_0, fma((0.2909738639 * x_m), x_m, 0.7715471019));
double t_4 = pow((t_0 * x_m), 2.0);
double t_5 = fma((2.0 * 0.0001789971), (x_m * x_m), 0.0008327945);
double tmp;
if (x_m <= 1e+26) {
tmp = fma(fma(fma((0.0001789971 * x_m), x_m, 0.0005064034), pow(t_0, 2.0), (fma(0.0072644182, t_0, fma((0.0424060604 * x_m), x_m, 0.1049934947)) * (x_m * x_m))), x_m, x_m) / fma(t_4, t_5, fma(0.0140005442, t_2, fma((x_m * x_m), t_3, 1.0)));
} else {
tmp = x_m / fma(t_5, t_4, fma(0.0140005442, t_2, fma(t_3, (x_m * x_m), 1.0)));
}
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 * x_m) ^ 2.0 t_1 = Float64(Float64(x_m * x_m) * x_m) t_2 = Float64(Float64(t_1 * t_1) * Float64(x_m * x_m)) t_3 = fma(0.0694555761, t_0, fma(Float64(0.2909738639 * x_m), x_m, 0.7715471019)) t_4 = Float64(t_0 * x_m) ^ 2.0 t_5 = fma(Float64(2.0 * 0.0001789971), Float64(x_m * x_m), 0.0008327945) tmp = 0.0 if (x_m <= 1e+26) tmp = Float64(fma(fma(fma(Float64(0.0001789971 * x_m), x_m, 0.0005064034), (t_0 ^ 2.0), Float64(fma(0.0072644182, t_0, fma(Float64(0.0424060604 * x_m), x_m, 0.1049934947)) * Float64(x_m * x_m))), x_m, x_m) / fma(t_4, t_5, fma(0.0140005442, t_2, fma(Float64(x_m * x_m), t_3, 1.0)))); else tmp = Float64(x_m / fma(t_5, t_4, fma(0.0140005442, t_2, fma(t_3, Float64(x_m * x_m), 1.0)))); 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[Power[N[(x$95$m * x$95$m), $MachinePrecision], 2.0], $MachinePrecision]}, Block[{t$95$1 = N[(N[(x$95$m * x$95$m), $MachinePrecision] * x$95$m), $MachinePrecision]}, Block[{t$95$2 = N[(N[(t$95$1 * t$95$1), $MachinePrecision] * N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$3 = N[(0.0694555761 * t$95$0 + N[(N[(0.2909738639 * x$95$m), $MachinePrecision] * x$95$m + 0.7715471019), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$4 = N[Power[N[(t$95$0 * x$95$m), $MachinePrecision], 2.0], $MachinePrecision]}, Block[{t$95$5 = N[(N[(2.0 * 0.0001789971), $MachinePrecision] * N[(x$95$m * x$95$m), $MachinePrecision] + 0.0008327945), $MachinePrecision]}, N[(x$95$s * If[LessEqual[x$95$m, 1e+26], N[(N[(N[(N[(N[(0.0001789971 * x$95$m), $MachinePrecision] * x$95$m + 0.0005064034), $MachinePrecision] * N[Power[t$95$0, 2.0], $MachinePrecision] + N[(N[(0.0072644182 * t$95$0 + N[(N[(0.0424060604 * x$95$m), $MachinePrecision] * x$95$m + 0.1049934947), $MachinePrecision]), $MachinePrecision] * N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * x$95$m + x$95$m), $MachinePrecision] / N[(t$95$4 * t$95$5 + N[(0.0140005442 * t$95$2 + N[(N[(x$95$m * x$95$m), $MachinePrecision] * t$95$3 + 1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(x$95$m / N[(t$95$5 * t$95$4 + N[(0.0140005442 * t$95$2 + N[(t$95$3 * N[(x$95$m * x$95$m), $MachinePrecision] + 1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $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)}^{2}\\
t_1 := \left(x\_m \cdot x\_m\right) \cdot x\_m\\
t_2 := \left(t\_1 \cdot t\_1\right) \cdot \left(x\_m \cdot x\_m\right)\\
t_3 := \mathsf{fma}\left(0.0694555761, t\_0, \mathsf{fma}\left(0.2909738639 \cdot x\_m, x\_m, 0.7715471019\right)\right)\\
t_4 := {\left(t\_0 \cdot x\_m\right)}^{2}\\
t_5 := \mathsf{fma}\left(2 \cdot 0.0001789971, x\_m \cdot x\_m, 0.0008327945\right)\\
x\_s \cdot \begin{array}{l}
\mathbf{if}\;x\_m \leq 10^{+26}:\\
\;\;\;\;\frac{\mathsf{fma}\left(\mathsf{fma}\left(\mathsf{fma}\left(0.0001789971 \cdot x\_m, x\_m, 0.0005064034\right), {t\_0}^{2}, \mathsf{fma}\left(0.0072644182, t\_0, \mathsf{fma}\left(0.0424060604 \cdot x\_m, x\_m, 0.1049934947\right)\right) \cdot \left(x\_m \cdot x\_m\right)\right), x\_m, x\_m\right)}{\mathsf{fma}\left(t\_4, t\_5, \mathsf{fma}\left(0.0140005442, t\_2, \mathsf{fma}\left(x\_m \cdot x\_m, t\_3, 1\right)\right)\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{x\_m}{\mathsf{fma}\left(t\_5, t\_4, \mathsf{fma}\left(0.0140005442, t\_2, \mathsf{fma}\left(t\_3, x\_m \cdot x\_m, 1\right)\right)\right)}\\
\end{array}
\end{array}
\end{array}
if x < 1.00000000000000005e26Initial program 71.3%
Applied rewrites71.2%
Applied rewrites71.2%
Taylor expanded in x around 0
Applied rewrites71.2%
Applied rewrites71.3%
if 1.00000000000000005e26 < x Initial program 0.1%
Applied rewrites0.1%
Taylor expanded in x around 0
Applied rewrites5.1%
Applied rewrites5.1%
Taylor expanded in x around 0
Applied rewrites5.1%
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) x_m))
(t_2 (* t_0 (* x_m x_m)))
(t_3 (* t_2 (* x_m x_m)))
(t_4 (* t_3 (* x_m x_m)))
(t_5 (pow (* x_m x_m) 2.0)))
(*
x_s
(if (<= x_m 5e+25)
(*
(/
(+
(+
(+
(+ (+ 1.0 (* 0.1049934947 (* x_m x_m))) (* 0.0424060604 t_0))
(* 0.0072644182 t_2))
(* 0.0005064034 t_3))
(* 0.0001789971 t_4))
(+
(+
(+
(+
(+ (+ 1.0 (* 0.7715471019 (* x_m x_m))) (* 0.2909738639 t_0))
(* 0.0694555761 t_2))
(* 0.0140005442 t_3))
(* 0.0008327945 t_4))
(* (* 2.0 0.0001789971) (* t_4 (* x_m x_m)))))
x_m)
(/
x_m
(fma
(fma (* 2.0 0.0001789971) (* x_m x_m) 0.0008327945)
(pow (* t_5 x_m) 2.0)
(fma
0.0140005442
(* (* t_1 t_1) (* x_m x_m))
(fma
(fma 0.0694555761 t_5 (fma (* 0.2909738639 x_m) x_m 0.7715471019))
(* x_m x_m)
1.0))))))))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) * x_m;
double t_2 = t_0 * (x_m * x_m);
double t_3 = t_2 * (x_m * x_m);
double t_4 = t_3 * (x_m * x_m);
double t_5 = pow((x_m * x_m), 2.0);
double tmp;
if (x_m <= 5e+25) {
tmp = ((((((1.0 + (0.1049934947 * (x_m * x_m))) + (0.0424060604 * t_0)) + (0.0072644182 * t_2)) + (0.0005064034 * t_3)) + (0.0001789971 * t_4)) / ((((((1.0 + (0.7715471019 * (x_m * x_m))) + (0.2909738639 * t_0)) + (0.0694555761 * t_2)) + (0.0140005442 * t_3)) + (0.0008327945 * t_4)) + ((2.0 * 0.0001789971) * (t_4 * (x_m * x_m))))) * x_m;
} else {
tmp = x_m / fma(fma((2.0 * 0.0001789971), (x_m * x_m), 0.0008327945), pow((t_5 * x_m), 2.0), fma(0.0140005442, ((t_1 * t_1) * (x_m * x_m)), fma(fma(0.0694555761, t_5, fma((0.2909738639 * x_m), x_m, 0.7715471019)), (x_m * x_m), 1.0)));
}
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) * x_m) t_2 = Float64(t_0 * Float64(x_m * x_m)) t_3 = Float64(t_2 * Float64(x_m * x_m)) t_4 = Float64(t_3 * Float64(x_m * x_m)) t_5 = Float64(x_m * x_m) ^ 2.0 tmp = 0.0 if (x_m <= 5e+25) tmp = Float64(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_2)) + Float64(0.0005064034 * t_3)) + Float64(0.0001789971 * t_4)) / Float64(Float64(Float64(Float64(Float64(Float64(1.0 + Float64(0.7715471019 * Float64(x_m * x_m))) + Float64(0.2909738639 * t_0)) + Float64(0.0694555761 * t_2)) + Float64(0.0140005442 * t_3)) + Float64(0.0008327945 * t_4)) + Float64(Float64(2.0 * 0.0001789971) * Float64(t_4 * Float64(x_m * x_m))))) * x_m); else tmp = Float64(x_m / fma(fma(Float64(2.0 * 0.0001789971), Float64(x_m * x_m), 0.0008327945), (Float64(t_5 * x_m) ^ 2.0), fma(0.0140005442, Float64(Float64(t_1 * t_1) * Float64(x_m * x_m)), fma(fma(0.0694555761, t_5, fma(Float64(0.2909738639 * x_m), x_m, 0.7715471019)), Float64(x_m * x_m), 1.0)))); 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] * N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(N[(x$95$m * x$95$m), $MachinePrecision] * x$95$m), $MachinePrecision]}, Block[{t$95$2 = N[(t$95$0 * N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$3 = N[(t$95$2 * N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$4 = N[(t$95$3 * N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$5 = N[Power[N[(x$95$m * x$95$m), $MachinePrecision], 2.0], $MachinePrecision]}, N[(x$95$s * If[LessEqual[x$95$m, 5e+25], N[(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$2), $MachinePrecision]), $MachinePrecision] + N[(0.0005064034 * t$95$3), $MachinePrecision]), $MachinePrecision] + N[(0.0001789971 * t$95$4), $MachinePrecision]), $MachinePrecision] / N[(N[(N[(N[(N[(N[(1.0 + N[(0.7715471019 * N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(0.2909738639 * t$95$0), $MachinePrecision]), $MachinePrecision] + N[(0.0694555761 * t$95$2), $MachinePrecision]), $MachinePrecision] + N[(0.0140005442 * t$95$3), $MachinePrecision]), $MachinePrecision] + N[(0.0008327945 * t$95$4), $MachinePrecision]), $MachinePrecision] + N[(N[(2.0 * 0.0001789971), $MachinePrecision] * N[(t$95$4 * N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * x$95$m), $MachinePrecision], N[(x$95$m / N[(N[(N[(2.0 * 0.0001789971), $MachinePrecision] * N[(x$95$m * x$95$m), $MachinePrecision] + 0.0008327945), $MachinePrecision] * N[Power[N[(t$95$5 * x$95$m), $MachinePrecision], 2.0], $MachinePrecision] + N[(0.0140005442 * N[(N[(t$95$1 * t$95$1), $MachinePrecision] * N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision] + N[(N[(0.0694555761 * t$95$5 + N[(N[(0.2909738639 * x$95$m), $MachinePrecision] * x$95$m + 0.7715471019), $MachinePrecision]), $MachinePrecision] * N[(x$95$m * x$95$m), $MachinePrecision] + 1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $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 x\_m\\
t_2 := t\_0 \cdot \left(x\_m \cdot x\_m\right)\\
t_3 := t\_2 \cdot \left(x\_m \cdot x\_m\right)\\
t_4 := t\_3 \cdot \left(x\_m \cdot x\_m\right)\\
t_5 := {\left(x\_m \cdot x\_m\right)}^{2}\\
x\_s \cdot \begin{array}{l}
\mathbf{if}\;x\_m \leq 5 \cdot 10^{+25}:\\
\;\;\;\;\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\_2\right) + 0.0005064034 \cdot t\_3\right) + 0.0001789971 \cdot t\_4}{\left(\left(\left(\left(\left(1 + 0.7715471019 \cdot \left(x\_m \cdot x\_m\right)\right) + 0.2909738639 \cdot t\_0\right) + 0.0694555761 \cdot t\_2\right) + 0.0140005442 \cdot t\_3\right) + 0.0008327945 \cdot t\_4\right) + \left(2 \cdot 0.0001789971\right) \cdot \left(t\_4 \cdot \left(x\_m \cdot x\_m\right)\right)} \cdot x\_m\\
\mathbf{else}:\\
\;\;\;\;\frac{x\_m}{\mathsf{fma}\left(\mathsf{fma}\left(2 \cdot 0.0001789971, x\_m \cdot x\_m, 0.0008327945\right), {\left(t\_5 \cdot x\_m\right)}^{2}, \mathsf{fma}\left(0.0140005442, \left(t\_1 \cdot t\_1\right) \cdot \left(x\_m \cdot x\_m\right), \mathsf{fma}\left(\mathsf{fma}\left(0.0694555761, t\_5, \mathsf{fma}\left(0.2909738639 \cdot x\_m, x\_m, 0.7715471019\right)\right), x\_m \cdot x\_m, 1\right)\right)\right)}\\
\end{array}
\end{array}
\end{array}
if x < 5.00000000000000024e25Initial program 71.3%
if 5.00000000000000024e25 < x Initial program 0.1%
Applied rewrites0.1%
Taylor expanded in x around 0
Applied rewrites5.1%
Applied rewrites5.1%
Taylor expanded in x around 0
Applied rewrites5.1%
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 (* t_0 (* x_m x_m)))
(t_2 (* t_1 (* x_m x_m)))
(t_3 (* t_2 (* x_m x_m))))
(*
x_s
(if (<= x_m 5e+25)
(*
(/
(+
(+
(+
(+ (+ 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 (* 0.7715471019 (* x_m x_m))) (* 0.2909738639 t_0))
(* 0.0694555761 t_1))
(* 0.0140005442 t_2))
(* 0.0008327945 t_3))
(* (* 2.0 0.0001789971) (* t_3 (* x_m 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 = t_0 * (x_m * x_m);
double t_2 = t_1 * (x_m * x_m);
double t_3 = t_2 * (x_m * x_m);
double tmp;
if (x_m <= 5e+25) {
tmp = ((((((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 + (0.7715471019 * (x_m * x_m))) + (0.2909738639 * t_0)) + (0.0694555761 * t_1)) + (0.0140005442 * t_2)) + (0.0008327945 * t_3)) + ((2.0 * 0.0001789971) * (t_3 * (x_m * x_m))))) * x_m;
} else {
tmp = x_m;
}
return x_s * tmp;
}
x\_m = private
x\_s = private
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(x_s, x_m)
use fmin_fmax_functions
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 = t_0 * (x_m * x_m)
t_2 = t_1 * (x_m * x_m)
t_3 = t_2 * (x_m * x_m)
if (x_m <= 5d+25) then
tmp = ((((((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 + (0.7715471019d0 * (x_m * x_m))) + (0.2909738639d0 * t_0)) + (0.0694555761d0 * t_1)) + (0.0140005442d0 * t_2)) + (0.0008327945d0 * t_3)) + ((2.0d0 * 0.0001789971d0) * (t_3 * (x_m * x_m))))) * x_m
else
tmp = 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 = t_0 * (x_m * x_m);
double t_2 = t_1 * (x_m * x_m);
double t_3 = t_2 * (x_m * x_m);
double tmp;
if (x_m <= 5e+25) {
tmp = ((((((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 + (0.7715471019 * (x_m * x_m))) + (0.2909738639 * t_0)) + (0.0694555761 * t_1)) + (0.0140005442 * t_2)) + (0.0008327945 * t_3)) + ((2.0 * 0.0001789971) * (t_3 * (x_m * x_m))))) * x_m;
} else {
tmp = 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 = t_0 * (x_m * x_m) t_2 = t_1 * (x_m * x_m) t_3 = t_2 * (x_m * x_m) tmp = 0 if x_m <= 5e+25: tmp = ((((((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 + (0.7715471019 * (x_m * x_m))) + (0.2909738639 * t_0)) + (0.0694555761 * t_1)) + (0.0140005442 * t_2)) + (0.0008327945 * t_3)) + ((2.0 * 0.0001789971) * (t_3 * (x_m * x_m))))) * x_m else: tmp = 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(t_0 * Float64(x_m * x_m)) t_2 = Float64(t_1 * Float64(x_m * x_m)) t_3 = Float64(t_2 * Float64(x_m * x_m)) tmp = 0.0 if (x_m <= 5e+25) tmp = Float64(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(0.7715471019 * Float64(x_m * x_m))) + 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_m * x_m))))) * x_m); else tmp = 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 = t_0 * (x_m * x_m); t_2 = t_1 * (x_m * x_m); t_3 = t_2 * (x_m * x_m); tmp = 0.0; if (x_m <= 5e+25) tmp = ((((((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 + (0.7715471019 * (x_m * x_m))) + (0.2909738639 * t_0)) + (0.0694555761 * t_1)) + (0.0140005442 * t_2)) + (0.0008327945 * t_3)) + ((2.0 * 0.0001789971) * (t_3 * (x_m * x_m))))) * x_m; else tmp = 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[(t$95$0 * N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$2 = N[(t$95$1 * N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$3 = N[(t$95$2 * N[(x$95$m * x$95$m), $MachinePrecision]), $MachinePrecision]}, N[(x$95$s * If[LessEqual[x$95$m, 5e+25], N[(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[(0.7715471019 * N[(x$95$m * x$95$m), $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$95$m * x$95$m), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * x$95$m), $MachinePrecision], x$95$m]), $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 := t\_0 \cdot \left(x\_m \cdot x\_m\right)\\
t_2 := t\_1 \cdot \left(x\_m \cdot x\_m\right)\\
t_3 := t\_2 \cdot \left(x\_m \cdot x\_m\right)\\
x\_s \cdot \begin{array}{l}
\mathbf{if}\;x\_m \leq 5 \cdot 10^{+25}:\\
\;\;\;\;\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 + 0.7715471019 \cdot \left(x\_m \cdot x\_m\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\_m \cdot x\_m\right)\right)} \cdot x\_m\\
\mathbf{else}:\\
\;\;\;\;x\_m\\
\end{array}
\end{array}
\end{array}
if x < 5.00000000000000024e25Initial program 71.3%
if 5.00000000000000024e25 < x Initial program 0.1%
Taylor expanded in x around 0
Applied rewrites3.7%
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 = private
x\_s = private
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(x_s, x_m)
use fmin_fmax_functions
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 54.3%
Taylor expanded in x around 0
Applied rewrites54.0%
herbie shell --seed 2025021
(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))