
(FPCore (x c s) :precision binary64 (/ (cos (* 2.0 x)) (* (pow c 2.0) (* (* x (pow s 2.0)) x))))
double code(double x, double c, double s) {
return cos((2.0 * x)) / (pow(c, 2.0) * ((x * pow(s, 2.0)) * 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, c, s)
use fmin_fmax_functions
real(8), intent (in) :: x
real(8), intent (in) :: c
real(8), intent (in) :: s
code = cos((2.0d0 * x)) / ((c ** 2.0d0) * ((x * (s ** 2.0d0)) * x))
end function
public static double code(double x, double c, double s) {
return Math.cos((2.0 * x)) / (Math.pow(c, 2.0) * ((x * Math.pow(s, 2.0)) * x));
}
def code(x, c, s): return math.cos((2.0 * x)) / (math.pow(c, 2.0) * ((x * math.pow(s, 2.0)) * x))
function code(x, c, s) return Float64(cos(Float64(2.0 * x)) / Float64((c ^ 2.0) * Float64(Float64(x * (s ^ 2.0)) * x))) end
function tmp = code(x, c, s) tmp = cos((2.0 * x)) / ((c ^ 2.0) * ((x * (s ^ 2.0)) * x)); end
code[x_, c_, s_] := N[(N[Cos[N[(2.0 * x), $MachinePrecision]], $MachinePrecision] / N[(N[Power[c, 2.0], $MachinePrecision] * N[(N[(x * N[Power[s, 2.0], $MachinePrecision]), $MachinePrecision] * x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)}
\end{array}
Herbie found 7 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (x c s) :precision binary64 (/ (cos (* 2.0 x)) (* (pow c 2.0) (* (* x (pow s 2.0)) x))))
double code(double x, double c, double s) {
return cos((2.0 * x)) / (pow(c, 2.0) * ((x * pow(s, 2.0)) * 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, c, s)
use fmin_fmax_functions
real(8), intent (in) :: x
real(8), intent (in) :: c
real(8), intent (in) :: s
code = cos((2.0d0 * x)) / ((c ** 2.0d0) * ((x * (s ** 2.0d0)) * x))
end function
public static double code(double x, double c, double s) {
return Math.cos((2.0 * x)) / (Math.pow(c, 2.0) * ((x * Math.pow(s, 2.0)) * x));
}
def code(x, c, s): return math.cos((2.0 * x)) / (math.pow(c, 2.0) * ((x * math.pow(s, 2.0)) * x))
function code(x, c, s) return Float64(cos(Float64(2.0 * x)) / Float64((c ^ 2.0) * Float64(Float64(x * (s ^ 2.0)) * x))) end
function tmp = code(x, c, s) tmp = cos((2.0 * x)) / ((c ^ 2.0) * ((x * (s ^ 2.0)) * x)); end
code[x_, c_, s_] := N[(N[Cos[N[(2.0 * x), $MachinePrecision]], $MachinePrecision] / N[(N[Power[c, 2.0], $MachinePrecision] * N[(N[(x * N[Power[s, 2.0], $MachinePrecision]), $MachinePrecision] * x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)}
\end{array}
c_m = (fabs.f64 c)
s_m = (fabs.f64 s)
NOTE: x, c_m, and s_m should be sorted in increasing order before calling this function.
(FPCore (x c_m s_m)
:precision binary64
(let* ((t_0 (cos (+ x x))))
(if (<= c_m 5.4e-77)
(/ (/ t_0 (* (* c_m (* (* c_m x) s_m)) s_m)) x)
(/ t_0 (* (* (* (* c_m c_m) x) s_m) (* s_m x))))))c_m = fabs(c);
s_m = fabs(s);
assert(x < c_m && c_m < s_m);
double code(double x, double c_m, double s_m) {
double t_0 = cos((x + x));
double tmp;
if (c_m <= 5.4e-77) {
tmp = (t_0 / ((c_m * ((c_m * x) * s_m)) * s_m)) / x;
} else {
tmp = t_0 / ((((c_m * c_m) * x) * s_m) * (s_m * x));
}
return tmp;
}
c_m = private
s_m = private
NOTE: x, c_m, and s_m should be sorted in increasing order before calling this function.
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, c_m, s_m)
use fmin_fmax_functions
real(8), intent (in) :: x
real(8), intent (in) :: c_m
real(8), intent (in) :: s_m
real(8) :: t_0
real(8) :: tmp
t_0 = cos((x + x))
if (c_m <= 5.4d-77) then
tmp = (t_0 / ((c_m * ((c_m * x) * s_m)) * s_m)) / x
else
tmp = t_0 / ((((c_m * c_m) * x) * s_m) * (s_m * x))
end if
code = tmp
end function
c_m = Math.abs(c);
s_m = Math.abs(s);
assert x < c_m && c_m < s_m;
public static double code(double x, double c_m, double s_m) {
double t_0 = Math.cos((x + x));
double tmp;
if (c_m <= 5.4e-77) {
tmp = (t_0 / ((c_m * ((c_m * x) * s_m)) * s_m)) / x;
} else {
tmp = t_0 / ((((c_m * c_m) * x) * s_m) * (s_m * x));
}
return tmp;
}
c_m = math.fabs(c) s_m = math.fabs(s) [x, c_m, s_m] = sort([x, c_m, s_m]) def code(x, c_m, s_m): t_0 = math.cos((x + x)) tmp = 0 if c_m <= 5.4e-77: tmp = (t_0 / ((c_m * ((c_m * x) * s_m)) * s_m)) / x else: tmp = t_0 / ((((c_m * c_m) * x) * s_m) * (s_m * x)) return tmp
c_m = abs(c) s_m = abs(s) x, c_m, s_m = sort([x, c_m, s_m]) function code(x, c_m, s_m) t_0 = cos(Float64(x + x)) tmp = 0.0 if (c_m <= 5.4e-77) tmp = Float64(Float64(t_0 / Float64(Float64(c_m * Float64(Float64(c_m * x) * s_m)) * s_m)) / x); else tmp = Float64(t_0 / Float64(Float64(Float64(Float64(c_m * c_m) * x) * s_m) * Float64(s_m * x))); end return tmp end
c_m = abs(c);
s_m = abs(s);
x, c_m, s_m = num2cell(sort([x, c_m, s_m])){:}
function tmp_2 = code(x, c_m, s_m)
t_0 = cos((x + x));
tmp = 0.0;
if (c_m <= 5.4e-77)
tmp = (t_0 / ((c_m * ((c_m * x) * s_m)) * s_m)) / x;
else
tmp = t_0 / ((((c_m * c_m) * x) * s_m) * (s_m * x));
end
tmp_2 = tmp;
end
c_m = N[Abs[c], $MachinePrecision]
s_m = N[Abs[s], $MachinePrecision]
NOTE: x, c_m, and s_m should be sorted in increasing order before calling this function.
code[x_, c$95$m_, s$95$m_] := Block[{t$95$0 = N[Cos[N[(x + x), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[c$95$m, 5.4e-77], N[(N[(t$95$0 / N[(N[(c$95$m * N[(N[(c$95$m * x), $MachinePrecision] * s$95$m), $MachinePrecision]), $MachinePrecision] * s$95$m), $MachinePrecision]), $MachinePrecision] / x), $MachinePrecision], N[(t$95$0 / N[(N[(N[(N[(c$95$m * c$95$m), $MachinePrecision] * x), $MachinePrecision] * s$95$m), $MachinePrecision] * N[(s$95$m * x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
c_m = \left|c\right|
\\
s_m = \left|s\right|
\\
[x, c_m, s_m] = \mathsf{sort}([x, c_m, s_m])\\
\\
\begin{array}{l}
t_0 := \cos \left(x + x\right)\\
\mathbf{if}\;c\_m \leq 5.4 \cdot 10^{-77}:\\
\;\;\;\;\frac{\frac{t\_0}{\left(c\_m \cdot \left(\left(c\_m \cdot x\right) \cdot s\_m\right)\right) \cdot s\_m}}{x}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0}{\left(\left(\left(c\_m \cdot c\_m\right) \cdot x\right) \cdot s\_m\right) \cdot \left(s\_m \cdot x\right)}\\
\end{array}
\end{array}
if c < 5.4000000000000001e-77Initial program 66.9%
lift-/.f64N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*r*N/A
associate-/r*N/A
lower-/.f64N/A
lower-/.f64N/A
lift-*.f64N/A
count-2-revN/A
lower-+.f64N/A
lift-*.f64N/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f6468.4
lift-pow.f64N/A
unpow2N/A
lower-*.f6468.4
lift-pow.f64N/A
unpow2N/A
lower-*.f6468.4
Applied rewrites68.4%
lift-*.f64N/A
lift-*.f64N/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f6476.1
Applied rewrites76.1%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lower-*.f64N/A
lower-*.f6483.1
Applied rewrites83.1%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lower-*.f64N/A
lower-*.f6490.6
Applied rewrites90.6%
if 5.4000000000000001e-77 < c Initial program 66.9%
lift-*.f64N/A
lift-pow.f64N/A
unpow2N/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f6475.2
Applied rewrites75.2%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
*-commutativeN/A
lift-*.f64N/A
lower-*.f6477.5
lift-*.f64N/A
*-commutativeN/A
lower-*.f6477.5
lift-*.f64N/A
*-commutativeN/A
lower-*.f6477.5
Applied rewrites77.5%
lift-*.f64N/A
count-2-revN/A
lift-+.f6477.5
lift-*.f64N/A
lift-pow.f64N/A
pow2N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*r*N/A
lift-*.f64N/A
*-commutativeN/A
associate-*l*N/A
lift-*.f64N/A
lift-*.f64N/A
lower-*.f6478.8
Applied rewrites78.8%
c_m = (fabs.f64 c)
s_m = (fabs.f64 s)
NOTE: x, c_m, and s_m should be sorted in increasing order before calling this function.
(FPCore (x c_m s_m)
:precision binary64
(let* ((t_0 (cos (+ x x))))
(if (<= c_m 1.6e-153)
(/ t_0 (* c_m (* c_m (* (* (* s_m x) s_m) x))))
(/ t_0 (* (* (* (* c_m c_m) x) s_m) (* s_m x))))))c_m = fabs(c);
s_m = fabs(s);
assert(x < c_m && c_m < s_m);
double code(double x, double c_m, double s_m) {
double t_0 = cos((x + x));
double tmp;
if (c_m <= 1.6e-153) {
tmp = t_0 / (c_m * (c_m * (((s_m * x) * s_m) * x)));
} else {
tmp = t_0 / ((((c_m * c_m) * x) * s_m) * (s_m * x));
}
return tmp;
}
c_m = private
s_m = private
NOTE: x, c_m, and s_m should be sorted in increasing order before calling this function.
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, c_m, s_m)
use fmin_fmax_functions
real(8), intent (in) :: x
real(8), intent (in) :: c_m
real(8), intent (in) :: s_m
real(8) :: t_0
real(8) :: tmp
t_0 = cos((x + x))
if (c_m <= 1.6d-153) then
tmp = t_0 / (c_m * (c_m * (((s_m * x) * s_m) * x)))
else
tmp = t_0 / ((((c_m * c_m) * x) * s_m) * (s_m * x))
end if
code = tmp
end function
c_m = Math.abs(c);
s_m = Math.abs(s);
assert x < c_m && c_m < s_m;
public static double code(double x, double c_m, double s_m) {
double t_0 = Math.cos((x + x));
double tmp;
if (c_m <= 1.6e-153) {
tmp = t_0 / (c_m * (c_m * (((s_m * x) * s_m) * x)));
} else {
tmp = t_0 / ((((c_m * c_m) * x) * s_m) * (s_m * x));
}
return tmp;
}
c_m = math.fabs(c) s_m = math.fabs(s) [x, c_m, s_m] = sort([x, c_m, s_m]) def code(x, c_m, s_m): t_0 = math.cos((x + x)) tmp = 0 if c_m <= 1.6e-153: tmp = t_0 / (c_m * (c_m * (((s_m * x) * s_m) * x))) else: tmp = t_0 / ((((c_m * c_m) * x) * s_m) * (s_m * x)) return tmp
c_m = abs(c) s_m = abs(s) x, c_m, s_m = sort([x, c_m, s_m]) function code(x, c_m, s_m) t_0 = cos(Float64(x + x)) tmp = 0.0 if (c_m <= 1.6e-153) tmp = Float64(t_0 / Float64(c_m * Float64(c_m * Float64(Float64(Float64(s_m * x) * s_m) * x)))); else tmp = Float64(t_0 / Float64(Float64(Float64(Float64(c_m * c_m) * x) * s_m) * Float64(s_m * x))); end return tmp end
c_m = abs(c);
s_m = abs(s);
x, c_m, s_m = num2cell(sort([x, c_m, s_m])){:}
function tmp_2 = code(x, c_m, s_m)
t_0 = cos((x + x));
tmp = 0.0;
if (c_m <= 1.6e-153)
tmp = t_0 / (c_m * (c_m * (((s_m * x) * s_m) * x)));
else
tmp = t_0 / ((((c_m * c_m) * x) * s_m) * (s_m * x));
end
tmp_2 = tmp;
end
c_m = N[Abs[c], $MachinePrecision]
s_m = N[Abs[s], $MachinePrecision]
NOTE: x, c_m, and s_m should be sorted in increasing order before calling this function.
code[x_, c$95$m_, s$95$m_] := Block[{t$95$0 = N[Cos[N[(x + x), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[c$95$m, 1.6e-153], N[(t$95$0 / N[(c$95$m * N[(c$95$m * N[(N[(N[(s$95$m * x), $MachinePrecision] * s$95$m), $MachinePrecision] * x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(t$95$0 / N[(N[(N[(N[(c$95$m * c$95$m), $MachinePrecision] * x), $MachinePrecision] * s$95$m), $MachinePrecision] * N[(s$95$m * x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
c_m = \left|c\right|
\\
s_m = \left|s\right|
\\
[x, c_m, s_m] = \mathsf{sort}([x, c_m, s_m])\\
\\
\begin{array}{l}
t_0 := \cos \left(x + x\right)\\
\mathbf{if}\;c\_m \leq 1.6 \cdot 10^{-153}:\\
\;\;\;\;\frac{t\_0}{c\_m \cdot \left(c\_m \cdot \left(\left(\left(s\_m \cdot x\right) \cdot s\_m\right) \cdot x\right)\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0}{\left(\left(\left(c\_m \cdot c\_m\right) \cdot x\right) \cdot s\_m\right) \cdot \left(s\_m \cdot x\right)}\\
\end{array}
\end{array}
if c < 1.6e-153Initial program 66.9%
lift-*.f64N/A
lift-pow.f64N/A
unpow2N/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f6475.2
Applied rewrites75.2%
lift-pow.f64N/A
pow2N/A
lift-*.f6475.2
Applied rewrites75.2%
lift-*.f64N/A
count-2-revN/A
lift-+.f6475.2
Applied rewrites75.2%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lower-*.f64N/A
lower-*.f6482.5
lift-*.f64N/A
*-commutativeN/A
lift-*.f6482.5
Applied rewrites82.5%
if 1.6e-153 < c Initial program 66.9%
lift-*.f64N/A
lift-pow.f64N/A
unpow2N/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f6475.2
Applied rewrites75.2%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
*-commutativeN/A
lift-*.f64N/A
lower-*.f6477.5
lift-*.f64N/A
*-commutativeN/A
lower-*.f6477.5
lift-*.f64N/A
*-commutativeN/A
lower-*.f6477.5
Applied rewrites77.5%
lift-*.f64N/A
count-2-revN/A
lift-+.f6477.5
lift-*.f64N/A
lift-pow.f64N/A
pow2N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*r*N/A
lift-*.f64N/A
*-commutativeN/A
associate-*l*N/A
lift-*.f64N/A
lift-*.f64N/A
lower-*.f6478.8
Applied rewrites78.8%
c_m = (fabs.f64 c) s_m = (fabs.f64 s) NOTE: x, c_m, and s_m should be sorted in increasing order before calling this function. (FPCore (x c_m s_m) :precision binary64 (/ (cos (+ x x)) (* c_m (* c_m (* (* (* s_m x) s_m) x)))))
c_m = fabs(c);
s_m = fabs(s);
assert(x < c_m && c_m < s_m);
double code(double x, double c_m, double s_m) {
return cos((x + x)) / (c_m * (c_m * (((s_m * x) * s_m) * x)));
}
c_m = private
s_m = private
NOTE: x, c_m, and s_m should be sorted in increasing order before calling this function.
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, c_m, s_m)
use fmin_fmax_functions
real(8), intent (in) :: x
real(8), intent (in) :: c_m
real(8), intent (in) :: s_m
code = cos((x + x)) / (c_m * (c_m * (((s_m * x) * s_m) * x)))
end function
c_m = Math.abs(c);
s_m = Math.abs(s);
assert x < c_m && c_m < s_m;
public static double code(double x, double c_m, double s_m) {
return Math.cos((x + x)) / (c_m * (c_m * (((s_m * x) * s_m) * x)));
}
c_m = math.fabs(c) s_m = math.fabs(s) [x, c_m, s_m] = sort([x, c_m, s_m]) def code(x, c_m, s_m): return math.cos((x + x)) / (c_m * (c_m * (((s_m * x) * s_m) * x)))
c_m = abs(c) s_m = abs(s) x, c_m, s_m = sort([x, c_m, s_m]) function code(x, c_m, s_m) return Float64(cos(Float64(x + x)) / Float64(c_m * Float64(c_m * Float64(Float64(Float64(s_m * x) * s_m) * x)))) end
c_m = abs(c);
s_m = abs(s);
x, c_m, s_m = num2cell(sort([x, c_m, s_m])){:}
function tmp = code(x, c_m, s_m)
tmp = cos((x + x)) / (c_m * (c_m * (((s_m * x) * s_m) * x)));
end
c_m = N[Abs[c], $MachinePrecision] s_m = N[Abs[s], $MachinePrecision] NOTE: x, c_m, and s_m should be sorted in increasing order before calling this function. code[x_, c$95$m_, s$95$m_] := N[(N[Cos[N[(x + x), $MachinePrecision]], $MachinePrecision] / N[(c$95$m * N[(c$95$m * N[(N[(N[(s$95$m * x), $MachinePrecision] * s$95$m), $MachinePrecision] * x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
c_m = \left|c\right|
\\
s_m = \left|s\right|
\\
[x, c_m, s_m] = \mathsf{sort}([x, c_m, s_m])\\
\\
\frac{\cos \left(x + x\right)}{c\_m \cdot \left(c\_m \cdot \left(\left(\left(s\_m \cdot x\right) \cdot s\_m\right) \cdot x\right)\right)}
\end{array}
Initial program 66.9%
lift-*.f64N/A
lift-pow.f64N/A
unpow2N/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f6475.2
Applied rewrites75.2%
lift-pow.f64N/A
pow2N/A
lift-*.f6475.2
Applied rewrites75.2%
lift-*.f64N/A
count-2-revN/A
lift-+.f6475.2
Applied rewrites75.2%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lower-*.f64N/A
lower-*.f6482.5
lift-*.f64N/A
*-commutativeN/A
lift-*.f6482.5
Applied rewrites82.5%
c_m = (fabs.f64 c)
s_m = (fabs.f64 s)
NOTE: x, c_m, and s_m should be sorted in increasing order before calling this function.
(FPCore (x c_m s_m)
:precision binary64
(let* ((t_0 (/ (cos (* 2.0 x)) (* (pow c_m 2.0) (* (* x (pow s_m 2.0)) x)))))
(if (<= t_0 -1e-198)
(/ (fma (* x x) -2.0 1.0) (* (* (* (* s_m x) s_m) x) (* c_m c_m)))
(if (<= t_0 4e-100)
(/ (/ 1.0 (* (* (* c_m c_m) x) s_m)) (* s_m x))
(/ (/ 1.0 (* (* (* c_m (* c_m x)) s_m) s_m)) x)))))c_m = fabs(c);
s_m = fabs(s);
assert(x < c_m && c_m < s_m);
double code(double x, double c_m, double s_m) {
double t_0 = cos((2.0 * x)) / (pow(c_m, 2.0) * ((x * pow(s_m, 2.0)) * x));
double tmp;
if (t_0 <= -1e-198) {
tmp = fma((x * x), -2.0, 1.0) / ((((s_m * x) * s_m) * x) * (c_m * c_m));
} else if (t_0 <= 4e-100) {
tmp = (1.0 / (((c_m * c_m) * x) * s_m)) / (s_m * x);
} else {
tmp = (1.0 / (((c_m * (c_m * x)) * s_m) * s_m)) / x;
}
return tmp;
}
c_m = abs(c) s_m = abs(s) x, c_m, s_m = sort([x, c_m, s_m]) function code(x, c_m, s_m) t_0 = Float64(cos(Float64(2.0 * x)) / Float64((c_m ^ 2.0) * Float64(Float64(x * (s_m ^ 2.0)) * x))) tmp = 0.0 if (t_0 <= -1e-198) tmp = Float64(fma(Float64(x * x), -2.0, 1.0) / Float64(Float64(Float64(Float64(s_m * x) * s_m) * x) * Float64(c_m * c_m))); elseif (t_0 <= 4e-100) tmp = Float64(Float64(1.0 / Float64(Float64(Float64(c_m * c_m) * x) * s_m)) / Float64(s_m * x)); else tmp = Float64(Float64(1.0 / Float64(Float64(Float64(c_m * Float64(c_m * x)) * s_m) * s_m)) / x); end return tmp end
c_m = N[Abs[c], $MachinePrecision]
s_m = N[Abs[s], $MachinePrecision]
NOTE: x, c_m, and s_m should be sorted in increasing order before calling this function.
code[x_, c$95$m_, s$95$m_] := Block[{t$95$0 = N[(N[Cos[N[(2.0 * x), $MachinePrecision]], $MachinePrecision] / N[(N[Power[c$95$m, 2.0], $MachinePrecision] * N[(N[(x * N[Power[s$95$m, 2.0], $MachinePrecision]), $MachinePrecision] * x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[t$95$0, -1e-198], N[(N[(N[(x * x), $MachinePrecision] * -2.0 + 1.0), $MachinePrecision] / N[(N[(N[(N[(s$95$m * x), $MachinePrecision] * s$95$m), $MachinePrecision] * x), $MachinePrecision] * N[(c$95$m * c$95$m), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[t$95$0, 4e-100], N[(N[(1.0 / N[(N[(N[(c$95$m * c$95$m), $MachinePrecision] * x), $MachinePrecision] * s$95$m), $MachinePrecision]), $MachinePrecision] / N[(s$95$m * x), $MachinePrecision]), $MachinePrecision], N[(N[(1.0 / N[(N[(N[(c$95$m * N[(c$95$m * x), $MachinePrecision]), $MachinePrecision] * s$95$m), $MachinePrecision] * s$95$m), $MachinePrecision]), $MachinePrecision] / x), $MachinePrecision]]]]
\begin{array}{l}
c_m = \left|c\right|
\\
s_m = \left|s\right|
\\
[x, c_m, s_m] = \mathsf{sort}([x, c_m, s_m])\\
\\
\begin{array}{l}
t_0 := \frac{\cos \left(2 \cdot x\right)}{{c\_m}^{2} \cdot \left(\left(x \cdot {s\_m}^{2}\right) \cdot x\right)}\\
\mathbf{if}\;t\_0 \leq -1 \cdot 10^{-198}:\\
\;\;\;\;\frac{\mathsf{fma}\left(x \cdot x, -2, 1\right)}{\left(\left(\left(s\_m \cdot x\right) \cdot s\_m\right) \cdot x\right) \cdot \left(c\_m \cdot c\_m\right)}\\
\mathbf{elif}\;t\_0 \leq 4 \cdot 10^{-100}:\\
\;\;\;\;\frac{\frac{1}{\left(\left(c\_m \cdot c\_m\right) \cdot x\right) \cdot s\_m}}{s\_m \cdot x}\\
\mathbf{else}:\\
\;\;\;\;\frac{\frac{1}{\left(\left(c\_m \cdot \left(c\_m \cdot x\right)\right) \cdot s\_m\right) \cdot s\_m}}{x}\\
\end{array}
\end{array}
if (/.f64 (cos.f64 (*.f64 #s(literal 2 binary64) x)) (*.f64 (pow.f64 c #s(literal 2 binary64)) (*.f64 (*.f64 x (pow.f64 s #s(literal 2 binary64))) x))) < -9.9999999999999991e-199Initial program 66.9%
lift-*.f64N/A
lift-pow.f64N/A
unpow2N/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f6475.2
Applied rewrites75.2%
lift-pow.f64N/A
pow2N/A
lift-*.f6475.2
Applied rewrites75.2%
Taylor expanded in x around 0
lower-+.f64N/A
lower-*.f64N/A
lower-pow.f6455.2
Applied rewrites55.2%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f6455.2
lift-pow.f64N/A
unpow2N/A
lower-*.f6455.2
lower-*.f64N/A
lower-*.f64N/A
lower-*.f64N/A
lower-*.f64N/A
lower-*.f64N/A
lower-*.f64N/A
Applied rewrites55.2%
if -9.9999999999999991e-199 < (/.f64 (cos.f64 (*.f64 #s(literal 2 binary64) x)) (*.f64 (pow.f64 c #s(literal 2 binary64)) (*.f64 (*.f64 x (pow.f64 s #s(literal 2 binary64))) x))) < 4.0000000000000001e-100Initial program 66.9%
Taylor expanded in x around 0
Applied rewrites60.3%
lift-*.f64N/A
lift-pow.f64N/A
pow2N/A
lift-*.f64N/A
*-commutativeN/A
lift-*.f64N/A
lift-pow.f64N/A
pow2N/A
lift-*.f64N/A
*-commutativeN/A
lift-*.f64N/A
lower-*.f6460.3
Applied rewrites60.3%
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lift-*.f64N/A
swap-sqrN/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-*.f64N/A
associate-*r*N/A
lift-*.f64N/A
*-commutativeN/A
associate-*l*N/A
lift-*.f64N/A
lift-*.f64N/A
lower-*.f6469.4
Applied rewrites69.4%
lift-/.f64N/A
lift-*.f64N/A
associate-/r*N/A
lower-/.f64N/A
lower-/.f6469.6
Applied rewrites69.6%
if 4.0000000000000001e-100 < (/.f64 (cos.f64 (*.f64 #s(literal 2 binary64) x)) (*.f64 (pow.f64 c #s(literal 2 binary64)) (*.f64 (*.f64 x (pow.f64 s #s(literal 2 binary64))) x))) Initial program 66.9%
lift-/.f64N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*r*N/A
associate-/r*N/A
lower-/.f64N/A
lower-/.f64N/A
lift-*.f64N/A
count-2-revN/A
lower-+.f64N/A
lift-*.f64N/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f6468.4
lift-pow.f64N/A
unpow2N/A
lower-*.f6468.4
lift-pow.f64N/A
unpow2N/A
lower-*.f6468.4
Applied rewrites68.4%
lift-*.f64N/A
lift-*.f64N/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f6476.1
Applied rewrites76.1%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lower-*.f64N/A
lower-*.f6483.1
Applied rewrites83.1%
Taylor expanded in x around 0
Applied rewrites70.3%
c_m = (fabs.f64 c)
s_m = (fabs.f64 s)
NOTE: x, c_m, and s_m should be sorted in increasing order before calling this function.
(FPCore (x c_m s_m)
:precision binary64
(if (<=
(/ (cos (* 2.0 x)) (* (pow c_m 2.0) (* (* x (pow s_m 2.0)) x)))
4e-100)
(/ (/ 1.0 (* (* (* c_m c_m) x) s_m)) (* s_m x))
(/ (/ 1.0 (* (* (* c_m (* c_m x)) s_m) s_m)) x)))c_m = fabs(c);
s_m = fabs(s);
assert(x < c_m && c_m < s_m);
double code(double x, double c_m, double s_m) {
double tmp;
if ((cos((2.0 * x)) / (pow(c_m, 2.0) * ((x * pow(s_m, 2.0)) * x))) <= 4e-100) {
tmp = (1.0 / (((c_m * c_m) * x) * s_m)) / (s_m * x);
} else {
tmp = (1.0 / (((c_m * (c_m * x)) * s_m) * s_m)) / x;
}
return tmp;
}
c_m = private
s_m = private
NOTE: x, c_m, and s_m should be sorted in increasing order before calling this function.
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, c_m, s_m)
use fmin_fmax_functions
real(8), intent (in) :: x
real(8), intent (in) :: c_m
real(8), intent (in) :: s_m
real(8) :: tmp
if ((cos((2.0d0 * x)) / ((c_m ** 2.0d0) * ((x * (s_m ** 2.0d0)) * x))) <= 4d-100) then
tmp = (1.0d0 / (((c_m * c_m) * x) * s_m)) / (s_m * x)
else
tmp = (1.0d0 / (((c_m * (c_m * x)) * s_m) * s_m)) / x
end if
code = tmp
end function
c_m = Math.abs(c);
s_m = Math.abs(s);
assert x < c_m && c_m < s_m;
public static double code(double x, double c_m, double s_m) {
double tmp;
if ((Math.cos((2.0 * x)) / (Math.pow(c_m, 2.0) * ((x * Math.pow(s_m, 2.0)) * x))) <= 4e-100) {
tmp = (1.0 / (((c_m * c_m) * x) * s_m)) / (s_m * x);
} else {
tmp = (1.0 / (((c_m * (c_m * x)) * s_m) * s_m)) / x;
}
return tmp;
}
c_m = math.fabs(c) s_m = math.fabs(s) [x, c_m, s_m] = sort([x, c_m, s_m]) def code(x, c_m, s_m): tmp = 0 if (math.cos((2.0 * x)) / (math.pow(c_m, 2.0) * ((x * math.pow(s_m, 2.0)) * x))) <= 4e-100: tmp = (1.0 / (((c_m * c_m) * x) * s_m)) / (s_m * x) else: tmp = (1.0 / (((c_m * (c_m * x)) * s_m) * s_m)) / x return tmp
c_m = abs(c) s_m = abs(s) x, c_m, s_m = sort([x, c_m, s_m]) function code(x, c_m, s_m) tmp = 0.0 if (Float64(cos(Float64(2.0 * x)) / Float64((c_m ^ 2.0) * Float64(Float64(x * (s_m ^ 2.0)) * x))) <= 4e-100) tmp = Float64(Float64(1.0 / Float64(Float64(Float64(c_m * c_m) * x) * s_m)) / Float64(s_m * x)); else tmp = Float64(Float64(1.0 / Float64(Float64(Float64(c_m * Float64(c_m * x)) * s_m) * s_m)) / x); end return tmp end
c_m = abs(c);
s_m = abs(s);
x, c_m, s_m = num2cell(sort([x, c_m, s_m])){:}
function tmp_2 = code(x, c_m, s_m)
tmp = 0.0;
if ((cos((2.0 * x)) / ((c_m ^ 2.0) * ((x * (s_m ^ 2.0)) * x))) <= 4e-100)
tmp = (1.0 / (((c_m * c_m) * x) * s_m)) / (s_m * x);
else
tmp = (1.0 / (((c_m * (c_m * x)) * s_m) * s_m)) / x;
end
tmp_2 = tmp;
end
c_m = N[Abs[c], $MachinePrecision] s_m = N[Abs[s], $MachinePrecision] NOTE: x, c_m, and s_m should be sorted in increasing order before calling this function. code[x_, c$95$m_, s$95$m_] := If[LessEqual[N[(N[Cos[N[(2.0 * x), $MachinePrecision]], $MachinePrecision] / N[(N[Power[c$95$m, 2.0], $MachinePrecision] * N[(N[(x * N[Power[s$95$m, 2.0], $MachinePrecision]), $MachinePrecision] * x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], 4e-100], N[(N[(1.0 / N[(N[(N[(c$95$m * c$95$m), $MachinePrecision] * x), $MachinePrecision] * s$95$m), $MachinePrecision]), $MachinePrecision] / N[(s$95$m * x), $MachinePrecision]), $MachinePrecision], N[(N[(1.0 / N[(N[(N[(c$95$m * N[(c$95$m * x), $MachinePrecision]), $MachinePrecision] * s$95$m), $MachinePrecision] * s$95$m), $MachinePrecision]), $MachinePrecision] / x), $MachinePrecision]]
\begin{array}{l}
c_m = \left|c\right|
\\
s_m = \left|s\right|
\\
[x, c_m, s_m] = \mathsf{sort}([x, c_m, s_m])\\
\\
\begin{array}{l}
\mathbf{if}\;\frac{\cos \left(2 \cdot x\right)}{{c\_m}^{2} \cdot \left(\left(x \cdot {s\_m}^{2}\right) \cdot x\right)} \leq 4 \cdot 10^{-100}:\\
\;\;\;\;\frac{\frac{1}{\left(\left(c\_m \cdot c\_m\right) \cdot x\right) \cdot s\_m}}{s\_m \cdot x}\\
\mathbf{else}:\\
\;\;\;\;\frac{\frac{1}{\left(\left(c\_m \cdot \left(c\_m \cdot x\right)\right) \cdot s\_m\right) \cdot s\_m}}{x}\\
\end{array}
\end{array}
if (/.f64 (cos.f64 (*.f64 #s(literal 2 binary64) x)) (*.f64 (pow.f64 c #s(literal 2 binary64)) (*.f64 (*.f64 x (pow.f64 s #s(literal 2 binary64))) x))) < 4.0000000000000001e-100Initial program 66.9%
Taylor expanded in x around 0
Applied rewrites60.3%
lift-*.f64N/A
lift-pow.f64N/A
pow2N/A
lift-*.f64N/A
*-commutativeN/A
lift-*.f64N/A
lift-pow.f64N/A
pow2N/A
lift-*.f64N/A
*-commutativeN/A
lift-*.f64N/A
lower-*.f6460.3
Applied rewrites60.3%
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lift-*.f64N/A
swap-sqrN/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-*.f64N/A
associate-*r*N/A
lift-*.f64N/A
*-commutativeN/A
associate-*l*N/A
lift-*.f64N/A
lift-*.f64N/A
lower-*.f6469.4
Applied rewrites69.4%
lift-/.f64N/A
lift-*.f64N/A
associate-/r*N/A
lower-/.f64N/A
lower-/.f6469.6
Applied rewrites69.6%
if 4.0000000000000001e-100 < (/.f64 (cos.f64 (*.f64 #s(literal 2 binary64) x)) (*.f64 (pow.f64 c #s(literal 2 binary64)) (*.f64 (*.f64 x (pow.f64 s #s(literal 2 binary64))) x))) Initial program 66.9%
lift-/.f64N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*r*N/A
associate-/r*N/A
lower-/.f64N/A
lower-/.f64N/A
lift-*.f64N/A
count-2-revN/A
lower-+.f64N/A
lift-*.f64N/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f6468.4
lift-pow.f64N/A
unpow2N/A
lower-*.f6468.4
lift-pow.f64N/A
unpow2N/A
lower-*.f6468.4
Applied rewrites68.4%
lift-*.f64N/A
lift-*.f64N/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f6476.1
Applied rewrites76.1%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lower-*.f64N/A
lower-*.f6483.1
Applied rewrites83.1%
Taylor expanded in x around 0
Applied rewrites70.3%
c_m = (fabs.f64 c) s_m = (fabs.f64 s) NOTE: x, c_m, and s_m should be sorted in increasing order before calling this function. (FPCore (x c_m s_m) :precision binary64 (/ 1.0 (* (* (* (* c_m c_m) x) s_m) (* s_m x))))
c_m = fabs(c);
s_m = fabs(s);
assert(x < c_m && c_m < s_m);
double code(double x, double c_m, double s_m) {
return 1.0 / ((((c_m * c_m) * x) * s_m) * (s_m * x));
}
c_m = private
s_m = private
NOTE: x, c_m, and s_m should be sorted in increasing order before calling this function.
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, c_m, s_m)
use fmin_fmax_functions
real(8), intent (in) :: x
real(8), intent (in) :: c_m
real(8), intent (in) :: s_m
code = 1.0d0 / ((((c_m * c_m) * x) * s_m) * (s_m * x))
end function
c_m = Math.abs(c);
s_m = Math.abs(s);
assert x < c_m && c_m < s_m;
public static double code(double x, double c_m, double s_m) {
return 1.0 / ((((c_m * c_m) * x) * s_m) * (s_m * x));
}
c_m = math.fabs(c) s_m = math.fabs(s) [x, c_m, s_m] = sort([x, c_m, s_m]) def code(x, c_m, s_m): return 1.0 / ((((c_m * c_m) * x) * s_m) * (s_m * x))
c_m = abs(c) s_m = abs(s) x, c_m, s_m = sort([x, c_m, s_m]) function code(x, c_m, s_m) return Float64(1.0 / Float64(Float64(Float64(Float64(c_m * c_m) * x) * s_m) * Float64(s_m * x))) end
c_m = abs(c);
s_m = abs(s);
x, c_m, s_m = num2cell(sort([x, c_m, s_m])){:}
function tmp = code(x, c_m, s_m)
tmp = 1.0 / ((((c_m * c_m) * x) * s_m) * (s_m * x));
end
c_m = N[Abs[c], $MachinePrecision] s_m = N[Abs[s], $MachinePrecision] NOTE: x, c_m, and s_m should be sorted in increasing order before calling this function. code[x_, c$95$m_, s$95$m_] := N[(1.0 / N[(N[(N[(N[(c$95$m * c$95$m), $MachinePrecision] * x), $MachinePrecision] * s$95$m), $MachinePrecision] * N[(s$95$m * x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
c_m = \left|c\right|
\\
s_m = \left|s\right|
\\
[x, c_m, s_m] = \mathsf{sort}([x, c_m, s_m])\\
\\
\frac{1}{\left(\left(\left(c\_m \cdot c\_m\right) \cdot x\right) \cdot s\_m\right) \cdot \left(s\_m \cdot x\right)}
\end{array}
Initial program 66.9%
Taylor expanded in x around 0
Applied rewrites60.3%
lift-*.f64N/A
lift-pow.f64N/A
pow2N/A
lift-*.f64N/A
*-commutativeN/A
lift-*.f64N/A
lift-pow.f64N/A
pow2N/A
lift-*.f64N/A
*-commutativeN/A
lift-*.f64N/A
lower-*.f6460.3
Applied rewrites60.3%
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lift-*.f64N/A
swap-sqrN/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-*.f64N/A
associate-*r*N/A
lift-*.f64N/A
*-commutativeN/A
associate-*l*N/A
lift-*.f64N/A
lift-*.f64N/A
lower-*.f6469.4
Applied rewrites69.4%
c_m = (fabs.f64 c) s_m = (fabs.f64 s) NOTE: x, c_m, and s_m should be sorted in increasing order before calling this function. (FPCore (x c_m s_m) :precision binary64 (/ 1.0 (* (* (* c_m c_m) x) (* (* s_m x) s_m))))
c_m = fabs(c);
s_m = fabs(s);
assert(x < c_m && c_m < s_m);
double code(double x, double c_m, double s_m) {
return 1.0 / (((c_m * c_m) * x) * ((s_m * x) * s_m));
}
c_m = private
s_m = private
NOTE: x, c_m, and s_m should be sorted in increasing order before calling this function.
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, c_m, s_m)
use fmin_fmax_functions
real(8), intent (in) :: x
real(8), intent (in) :: c_m
real(8), intent (in) :: s_m
code = 1.0d0 / (((c_m * c_m) * x) * ((s_m * x) * s_m))
end function
c_m = Math.abs(c);
s_m = Math.abs(s);
assert x < c_m && c_m < s_m;
public static double code(double x, double c_m, double s_m) {
return 1.0 / (((c_m * c_m) * x) * ((s_m * x) * s_m));
}
c_m = math.fabs(c) s_m = math.fabs(s) [x, c_m, s_m] = sort([x, c_m, s_m]) def code(x, c_m, s_m): return 1.0 / (((c_m * c_m) * x) * ((s_m * x) * s_m))
c_m = abs(c) s_m = abs(s) x, c_m, s_m = sort([x, c_m, s_m]) function code(x, c_m, s_m) return Float64(1.0 / Float64(Float64(Float64(c_m * c_m) * x) * Float64(Float64(s_m * x) * s_m))) end
c_m = abs(c);
s_m = abs(s);
x, c_m, s_m = num2cell(sort([x, c_m, s_m])){:}
function tmp = code(x, c_m, s_m)
tmp = 1.0 / (((c_m * c_m) * x) * ((s_m * x) * s_m));
end
c_m = N[Abs[c], $MachinePrecision] s_m = N[Abs[s], $MachinePrecision] NOTE: x, c_m, and s_m should be sorted in increasing order before calling this function. code[x_, c$95$m_, s$95$m_] := N[(1.0 / N[(N[(N[(c$95$m * c$95$m), $MachinePrecision] * x), $MachinePrecision] * N[(N[(s$95$m * x), $MachinePrecision] * s$95$m), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
c_m = \left|c\right|
\\
s_m = \left|s\right|
\\
[x, c_m, s_m] = \mathsf{sort}([x, c_m, s_m])\\
\\
\frac{1}{\left(\left(c\_m \cdot c\_m\right) \cdot x\right) \cdot \left(\left(s\_m \cdot x\right) \cdot s\_m\right)}
\end{array}
Initial program 66.9%
Taylor expanded in x around 0
Applied rewrites60.3%
lift-*.f64N/A
lift-pow.f64N/A
pow2N/A
lift-*.f64N/A
*-commutativeN/A
lift-*.f64N/A
lift-pow.f64N/A
pow2N/A
lift-*.f64N/A
*-commutativeN/A
lift-*.f64N/A
lower-*.f6460.3
Applied rewrites60.3%
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lift-*.f64N/A
swap-sqrN/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-*.f64N/A
associate-*r*N/A
lift-*.f64N/A
*-commutativeN/A
associate-*l*N/A
lift-*.f64N/A
lift-*.f64N/A
lower-*.f6469.4
Applied rewrites69.4%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lift-*.f64N/A
*-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lift-*.f64N/A
lower-*.f6466.8
lift-*.f64N/A
*-commutativeN/A
lift-*.f6466.8
Applied rewrites66.8%
herbie shell --seed 2025156
(FPCore (x c s)
:name "mixedcos"
:precision binary64
(/ (cos (* 2.0 x)) (* (pow c 2.0) (* (* x (pow s 2.0)) x))))