
(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 8 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}
s_m = (fabs.f64 s) NOTE: x, c, and s_m should be sorted in increasing order before calling this function. (FPCore (x c s_m) :precision binary64 (/ (cos (+ x x)) (pow (* s_m (* c x)) 2.0)))
s_m = fabs(s);
assert(x < c && c < s_m);
double code(double x, double c, double s_m) {
return cos((x + x)) / pow((s_m * (c * x)), 2.0);
}
s_m = private
NOTE: x, c, 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, s_m)
use fmin_fmax_functions
real(8), intent (in) :: x
real(8), intent (in) :: c
real(8), intent (in) :: s_m
code = cos((x + x)) / ((s_m * (c * x)) ** 2.0d0)
end function
s_m = Math.abs(s);
assert x < c && c < s_m;
public static double code(double x, double c, double s_m) {
return Math.cos((x + x)) / Math.pow((s_m * (c * x)), 2.0);
}
s_m = math.fabs(s) [x, c, s_m] = sort([x, c, s_m]) def code(x, c, s_m): return math.cos((x + x)) / math.pow((s_m * (c * x)), 2.0)
s_m = abs(s) x, c, s_m = sort([x, c, s_m]) function code(x, c, s_m) return Float64(cos(Float64(x + x)) / (Float64(s_m * Float64(c * x)) ^ 2.0)) end
s_m = abs(s);
x, c, s_m = num2cell(sort([x, c, s_m])){:}
function tmp = code(x, c, s_m)
tmp = cos((x + x)) / ((s_m * (c * x)) ^ 2.0);
end
s_m = N[Abs[s], $MachinePrecision] NOTE: x, c, and s_m should be sorted in increasing order before calling this function. code[x_, c_, s$95$m_] := N[(N[Cos[N[(x + x), $MachinePrecision]], $MachinePrecision] / N[Power[N[(s$95$m * N[(c * x), $MachinePrecision]), $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
s_m = \left|s\right|
\\
[x, c, s_m] = \mathsf{sort}([x, c, s_m])\\
\\
\frac{\cos \left(x + x\right)}{{\left(s\_m \cdot \left(c \cdot x\right)\right)}^{2}}
\end{array}
Initial program 66.5%
lift-*.f64N/A
count-2-revN/A
lower-+.f6466.5
lift-*.f64N/A
*-commutativeN/A
lift-pow.f64N/A
unpow2N/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f6473.5
lift-*.f64N/A
*-commutativeN/A
lower-*.f6473.5
lift-pow.f64N/A
unpow2N/A
lower-*.f6473.5
Applied rewrites73.5%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lower-*.f64N/A
lower-*.f6482.5
Applied rewrites82.5%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*r*N/A
lift-*.f64N/A
*-commutativeN/A
lift-*.f64N/A
associate-*r*N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lower-*.f64N/A
lower-*.f6473.2
lift-*.f64N/A
*-commutativeN/A
lower-*.f6473.2
Applied rewrites73.2%
lift-*.f64N/A
lift-*.f64N/A
associate-*r*N/A
pow2N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
pow2N/A
pow2N/A
pow-prod-downN/A
pow-prod-downN/A
lower-pow.f64N/A
lower-*.f64N/A
lower-*.f6496.9
Applied rewrites96.9%
s_m = (fabs.f64 s)
NOTE: x, c, and s_m should be sorted in increasing order before calling this function.
(FPCore (x c s_m)
:precision binary64
(let* ((t_0 (cos (+ x x))))
(if (<= x 3.8e-237)
(/ 1.0 (* (* (* (* s_m (* s_m x)) x) c) c))
(if (<= x 8e+115)
(/ t_0 (* (* (* (* c s_m) (* c s_m)) x) x))
(/ (/ t_0 s_m) (* (* (* c x) (* c x)) s_m))))))s_m = fabs(s);
assert(x < c && c < s_m);
double code(double x, double c, double s_m) {
double t_0 = cos((x + x));
double tmp;
if (x <= 3.8e-237) {
tmp = 1.0 / ((((s_m * (s_m * x)) * x) * c) * c);
} else if (x <= 8e+115) {
tmp = t_0 / ((((c * s_m) * (c * s_m)) * x) * x);
} else {
tmp = (t_0 / s_m) / (((c * x) * (c * x)) * s_m);
}
return tmp;
}
s_m = private
NOTE: x, c, 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, s_m)
use fmin_fmax_functions
real(8), intent (in) :: x
real(8), intent (in) :: c
real(8), intent (in) :: s_m
real(8) :: t_0
real(8) :: tmp
t_0 = cos((x + x))
if (x <= 3.8d-237) then
tmp = 1.0d0 / ((((s_m * (s_m * x)) * x) * c) * c)
else if (x <= 8d+115) then
tmp = t_0 / ((((c * s_m) * (c * s_m)) * x) * x)
else
tmp = (t_0 / s_m) / (((c * x) * (c * x)) * s_m)
end if
code = tmp
end function
s_m = Math.abs(s);
assert x < c && c < s_m;
public static double code(double x, double c, double s_m) {
double t_0 = Math.cos((x + x));
double tmp;
if (x <= 3.8e-237) {
tmp = 1.0 / ((((s_m * (s_m * x)) * x) * c) * c);
} else if (x <= 8e+115) {
tmp = t_0 / ((((c * s_m) * (c * s_m)) * x) * x);
} else {
tmp = (t_0 / s_m) / (((c * x) * (c * x)) * s_m);
}
return tmp;
}
s_m = math.fabs(s) [x, c, s_m] = sort([x, c, s_m]) def code(x, c, s_m): t_0 = math.cos((x + x)) tmp = 0 if x <= 3.8e-237: tmp = 1.0 / ((((s_m * (s_m * x)) * x) * c) * c) elif x <= 8e+115: tmp = t_0 / ((((c * s_m) * (c * s_m)) * x) * x) else: tmp = (t_0 / s_m) / (((c * x) * (c * x)) * s_m) return tmp
s_m = abs(s) x, c, s_m = sort([x, c, s_m]) function code(x, c, s_m) t_0 = cos(Float64(x + x)) tmp = 0.0 if (x <= 3.8e-237) tmp = Float64(1.0 / Float64(Float64(Float64(Float64(s_m * Float64(s_m * x)) * x) * c) * c)); elseif (x <= 8e+115) tmp = Float64(t_0 / Float64(Float64(Float64(Float64(c * s_m) * Float64(c * s_m)) * x) * x)); else tmp = Float64(Float64(t_0 / s_m) / Float64(Float64(Float64(c * x) * Float64(c * x)) * s_m)); end return tmp end
s_m = abs(s);
x, c, s_m = num2cell(sort([x, c, s_m])){:}
function tmp_2 = code(x, c, s_m)
t_0 = cos((x + x));
tmp = 0.0;
if (x <= 3.8e-237)
tmp = 1.0 / ((((s_m * (s_m * x)) * x) * c) * c);
elseif (x <= 8e+115)
tmp = t_0 / ((((c * s_m) * (c * s_m)) * x) * x);
else
tmp = (t_0 / s_m) / (((c * x) * (c * x)) * s_m);
end
tmp_2 = tmp;
end
s_m = N[Abs[s], $MachinePrecision]
NOTE: x, c, and s_m should be sorted in increasing order before calling this function.
code[x_, c_, s$95$m_] := Block[{t$95$0 = N[Cos[N[(x + x), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[x, 3.8e-237], N[(1.0 / N[(N[(N[(N[(s$95$m * N[(s$95$m * x), $MachinePrecision]), $MachinePrecision] * x), $MachinePrecision] * c), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision], If[LessEqual[x, 8e+115], N[(t$95$0 / N[(N[(N[(N[(c * s$95$m), $MachinePrecision] * N[(c * s$95$m), $MachinePrecision]), $MachinePrecision] * x), $MachinePrecision] * x), $MachinePrecision]), $MachinePrecision], N[(N[(t$95$0 / s$95$m), $MachinePrecision] / N[(N[(N[(c * x), $MachinePrecision] * N[(c * x), $MachinePrecision]), $MachinePrecision] * s$95$m), $MachinePrecision]), $MachinePrecision]]]]
\begin{array}{l}
s_m = \left|s\right|
\\
[x, c, s_m] = \mathsf{sort}([x, c, s_m])\\
\\
\begin{array}{l}
t_0 := \cos \left(x + x\right)\\
\mathbf{if}\;x \leq 3.8 \cdot 10^{-237}:\\
\;\;\;\;\frac{1}{\left(\left(\left(s\_m \cdot \left(s\_m \cdot x\right)\right) \cdot x\right) \cdot c\right) \cdot c}\\
\mathbf{elif}\;x \leq 8 \cdot 10^{+115}:\\
\;\;\;\;\frac{t\_0}{\left(\left(\left(c \cdot s\_m\right) \cdot \left(c \cdot s\_m\right)\right) \cdot x\right) \cdot x}\\
\mathbf{else}:\\
\;\;\;\;\frac{\frac{t\_0}{s\_m}}{\left(\left(c \cdot x\right) \cdot \left(c \cdot x\right)\right) \cdot s\_m}\\
\end{array}
\end{array}
if x < 3.80000000000000024e-237Initial program 66.5%
lift-*.f64N/A
count-2-revN/A
lower-+.f6466.5
lift-*.f64N/A
*-commutativeN/A
lift-pow.f64N/A
unpow2N/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f6473.5
lift-*.f64N/A
*-commutativeN/A
lower-*.f6473.5
lift-pow.f64N/A
unpow2N/A
lower-*.f6473.5
Applied rewrites73.5%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lower-*.f64N/A
lower-*.f6482.5
Applied rewrites82.5%
lift-cos.f64N/A
lift-+.f64N/A
cos-sumN/A
lower--.f64N/A
lower-*.f64N/A
lower-cos.f64N/A
lower-cos.f64N/A
lower-*.f64N/A
lower-sin.f64N/A
lower-sin.f6482.5
Applied rewrites82.5%
Taylor expanded in x around 0
cos-sum-rev71.6
Applied rewrites71.6%
if 3.80000000000000024e-237 < x < 8.0000000000000001e115Initial program 66.5%
lift-*.f64N/A
count-2-revN/A
lower-+.f6466.5
lift-*.f64N/A
*-commutativeN/A
lift-pow.f64N/A
unpow2N/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f6473.5
lift-*.f64N/A
*-commutativeN/A
lower-*.f6473.5
lift-pow.f64N/A
unpow2N/A
lower-*.f6473.5
Applied rewrites73.5%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lift-*.f64N/A
*-commutativeN/A
lift-*.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-*.f64N/A
pow2N/A
lift-pow.f64N/A
lift-*.f64N/A
associate-*r*N/A
lower-*.f64N/A
lift-*.f64N/A
lift-pow.f64N/A
pow2N/A
lift-*.f64N/A
*-commutativeN/A
lift-*.f64N/A
lower-*.f6468.4
Applied rewrites68.4%
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*r*N/A
pow2N/A
lift-*.f64N/A
pow2N/A
lower-*.f64N/A
pow-prod-downN/A
unpow2N/A
lower-*.f64N/A
lower-*.f64N/A
lower-*.f6485.6
Applied rewrites85.6%
if 8.0000000000000001e115 < x Initial program 66.5%
lift-*.f64N/A
count-2-revN/A
lower-+.f6466.5
lift-*.f64N/A
*-commutativeN/A
lift-pow.f64N/A
unpow2N/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f6473.5
lift-*.f64N/A
*-commutativeN/A
lower-*.f6473.5
lift-pow.f64N/A
unpow2N/A
lower-*.f6473.5
Applied rewrites73.5%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lower-*.f64N/A
lower-*.f6482.5
Applied rewrites82.5%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*r*N/A
lift-*.f64N/A
*-commutativeN/A
lift-*.f64N/A
associate-*r*N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lower-*.f64N/A
lower-*.f6473.2
lift-*.f64N/A
*-commutativeN/A
lower-*.f6473.2
Applied rewrites73.2%
lift-/.f64N/A
lift-*.f64N/A
associate-/r*N/A
lower-/.f64N/A
lower-/.f6473.4
lift-*.f64N/A
*-commutativeN/A
lower-*.f6473.4
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
pow2N/A
pow2N/A
pow-prod-downN/A
unpow2N/A
lower-*.f64N/A
lower-*.f64N/A
lower-*.f6485.9
Applied rewrites85.9%
s_m = (fabs.f64 s)
NOTE: x, c, and s_m should be sorted in increasing order before calling this function.
(FPCore (x c s_m)
:precision binary64
(let* ((t_0 (cos (+ x x))))
(if (<= x 3.8e-237)
(/ 1.0 (* (* (* (* s_m (* s_m x)) x) c) c))
(if (<= x 8e+115)
(/ t_0 (* (* (* (* c s_m) (* c s_m)) x) x))
(/ t_0 (* (* s_m s_m) (* (* c x) (* c x))))))))s_m = fabs(s);
assert(x < c && c < s_m);
double code(double x, double c, double s_m) {
double t_0 = cos((x + x));
double tmp;
if (x <= 3.8e-237) {
tmp = 1.0 / ((((s_m * (s_m * x)) * x) * c) * c);
} else if (x <= 8e+115) {
tmp = t_0 / ((((c * s_m) * (c * s_m)) * x) * x);
} else {
tmp = t_0 / ((s_m * s_m) * ((c * x) * (c * x)));
}
return tmp;
}
s_m = private
NOTE: x, c, 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, s_m)
use fmin_fmax_functions
real(8), intent (in) :: x
real(8), intent (in) :: c
real(8), intent (in) :: s_m
real(8) :: t_0
real(8) :: tmp
t_0 = cos((x + x))
if (x <= 3.8d-237) then
tmp = 1.0d0 / ((((s_m * (s_m * x)) * x) * c) * c)
else if (x <= 8d+115) then
tmp = t_0 / ((((c * s_m) * (c * s_m)) * x) * x)
else
tmp = t_0 / ((s_m * s_m) * ((c * x) * (c * x)))
end if
code = tmp
end function
s_m = Math.abs(s);
assert x < c && c < s_m;
public static double code(double x, double c, double s_m) {
double t_0 = Math.cos((x + x));
double tmp;
if (x <= 3.8e-237) {
tmp = 1.0 / ((((s_m * (s_m * x)) * x) * c) * c);
} else if (x <= 8e+115) {
tmp = t_0 / ((((c * s_m) * (c * s_m)) * x) * x);
} else {
tmp = t_0 / ((s_m * s_m) * ((c * x) * (c * x)));
}
return tmp;
}
s_m = math.fabs(s) [x, c, s_m] = sort([x, c, s_m]) def code(x, c, s_m): t_0 = math.cos((x + x)) tmp = 0 if x <= 3.8e-237: tmp = 1.0 / ((((s_m * (s_m * x)) * x) * c) * c) elif x <= 8e+115: tmp = t_0 / ((((c * s_m) * (c * s_m)) * x) * x) else: tmp = t_0 / ((s_m * s_m) * ((c * x) * (c * x))) return tmp
s_m = abs(s) x, c, s_m = sort([x, c, s_m]) function code(x, c, s_m) t_0 = cos(Float64(x + x)) tmp = 0.0 if (x <= 3.8e-237) tmp = Float64(1.0 / Float64(Float64(Float64(Float64(s_m * Float64(s_m * x)) * x) * c) * c)); elseif (x <= 8e+115) tmp = Float64(t_0 / Float64(Float64(Float64(Float64(c * s_m) * Float64(c * s_m)) * x) * x)); else tmp = Float64(t_0 / Float64(Float64(s_m * s_m) * Float64(Float64(c * x) * Float64(c * x)))); end return tmp end
s_m = abs(s);
x, c, s_m = num2cell(sort([x, c, s_m])){:}
function tmp_2 = code(x, c, s_m)
t_0 = cos((x + x));
tmp = 0.0;
if (x <= 3.8e-237)
tmp = 1.0 / ((((s_m * (s_m * x)) * x) * c) * c);
elseif (x <= 8e+115)
tmp = t_0 / ((((c * s_m) * (c * s_m)) * x) * x);
else
tmp = t_0 / ((s_m * s_m) * ((c * x) * (c * x)));
end
tmp_2 = tmp;
end
s_m = N[Abs[s], $MachinePrecision]
NOTE: x, c, and s_m should be sorted in increasing order before calling this function.
code[x_, c_, s$95$m_] := Block[{t$95$0 = N[Cos[N[(x + x), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[x, 3.8e-237], N[(1.0 / N[(N[(N[(N[(s$95$m * N[(s$95$m * x), $MachinePrecision]), $MachinePrecision] * x), $MachinePrecision] * c), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision], If[LessEqual[x, 8e+115], N[(t$95$0 / N[(N[(N[(N[(c * s$95$m), $MachinePrecision] * N[(c * s$95$m), $MachinePrecision]), $MachinePrecision] * x), $MachinePrecision] * x), $MachinePrecision]), $MachinePrecision], N[(t$95$0 / N[(N[(s$95$m * s$95$m), $MachinePrecision] * N[(N[(c * x), $MachinePrecision] * N[(c * x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]
\begin{array}{l}
s_m = \left|s\right|
\\
[x, c, s_m] = \mathsf{sort}([x, c, s_m])\\
\\
\begin{array}{l}
t_0 := \cos \left(x + x\right)\\
\mathbf{if}\;x \leq 3.8 \cdot 10^{-237}:\\
\;\;\;\;\frac{1}{\left(\left(\left(s\_m \cdot \left(s\_m \cdot x\right)\right) \cdot x\right) \cdot c\right) \cdot c}\\
\mathbf{elif}\;x \leq 8 \cdot 10^{+115}:\\
\;\;\;\;\frac{t\_0}{\left(\left(\left(c \cdot s\_m\right) \cdot \left(c \cdot s\_m\right)\right) \cdot x\right) \cdot x}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0}{\left(s\_m \cdot s\_m\right) \cdot \left(\left(c \cdot x\right) \cdot \left(c \cdot x\right)\right)}\\
\end{array}
\end{array}
if x < 3.80000000000000024e-237Initial program 66.5%
lift-*.f64N/A
count-2-revN/A
lower-+.f6466.5
lift-*.f64N/A
*-commutativeN/A
lift-pow.f64N/A
unpow2N/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f6473.5
lift-*.f64N/A
*-commutativeN/A
lower-*.f6473.5
lift-pow.f64N/A
unpow2N/A
lower-*.f6473.5
Applied rewrites73.5%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lower-*.f64N/A
lower-*.f6482.5
Applied rewrites82.5%
lift-cos.f64N/A
lift-+.f64N/A
cos-sumN/A
lower--.f64N/A
lower-*.f64N/A
lower-cos.f64N/A
lower-cos.f64N/A
lower-*.f64N/A
lower-sin.f64N/A
lower-sin.f6482.5
Applied rewrites82.5%
Taylor expanded in x around 0
cos-sum-rev71.6
Applied rewrites71.6%
if 3.80000000000000024e-237 < x < 8.0000000000000001e115Initial program 66.5%
lift-*.f64N/A
count-2-revN/A
lower-+.f6466.5
lift-*.f64N/A
*-commutativeN/A
lift-pow.f64N/A
unpow2N/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f6473.5
lift-*.f64N/A
*-commutativeN/A
lower-*.f6473.5
lift-pow.f64N/A
unpow2N/A
lower-*.f6473.5
Applied rewrites73.5%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lift-*.f64N/A
*-commutativeN/A
lift-*.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-*.f64N/A
pow2N/A
lift-pow.f64N/A
lift-*.f64N/A
associate-*r*N/A
lower-*.f64N/A
lift-*.f64N/A
lift-pow.f64N/A
pow2N/A
lift-*.f64N/A
*-commutativeN/A
lift-*.f64N/A
lower-*.f6468.4
Applied rewrites68.4%
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*r*N/A
pow2N/A
lift-*.f64N/A
pow2N/A
lower-*.f64N/A
pow-prod-downN/A
unpow2N/A
lower-*.f64N/A
lower-*.f64N/A
lower-*.f6485.6
Applied rewrites85.6%
if 8.0000000000000001e115 < x Initial program 66.5%
lift-*.f64N/A
count-2-revN/A
lower-+.f6466.5
lift-*.f64N/A
*-commutativeN/A
lift-pow.f64N/A
unpow2N/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f6473.5
lift-*.f64N/A
*-commutativeN/A
lower-*.f6473.5
lift-pow.f64N/A
unpow2N/A
lower-*.f6473.5
Applied rewrites73.5%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lower-*.f64N/A
lower-*.f6482.5
Applied rewrites82.5%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*r*N/A
lift-*.f64N/A
*-commutativeN/A
lift-*.f64N/A
associate-*r*N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lower-*.f64N/A
lower-*.f6473.2
lift-*.f64N/A
*-commutativeN/A
lower-*.f6473.2
Applied rewrites73.2%
lift-*.f64N/A
lift-*.f64N/A
associate-*r*N/A
lift-*.f64N/A
lower-*.f6466.8
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
pow2N/A
pow2N/A
pow-prod-downN/A
unpow2N/A
lower-*.f64N/A
lower-*.f64N/A
lower-*.f6477.4
Applied rewrites77.4%
s_m = (fabs.f64 s)
NOTE: x, c, and s_m should be sorted in increasing order before calling this function.
(FPCore (x c s_m)
:precision binary64
(if (<= x 4e-237)
(/ 1.0 (* (* (* (* s_m (* s_m x)) x) c) c))
(if (<= x 3.52e+17)
(/ (/ (/ (fma -2.0 (* x x) 1.0) (* (* c s_m) (* c s_m))) x) x)
(/ (cos (+ x x)) (* (* s_m s_m) (* (* c x) (* c x)))))))s_m = fabs(s);
assert(x < c && c < s_m);
double code(double x, double c, double s_m) {
double tmp;
if (x <= 4e-237) {
tmp = 1.0 / ((((s_m * (s_m * x)) * x) * c) * c);
} else if (x <= 3.52e+17) {
tmp = ((fma(-2.0, (x * x), 1.0) / ((c * s_m) * (c * s_m))) / x) / x;
} else {
tmp = cos((x + x)) / ((s_m * s_m) * ((c * x) * (c * x)));
}
return tmp;
}
s_m = abs(s) x, c, s_m = sort([x, c, s_m]) function code(x, c, s_m) tmp = 0.0 if (x <= 4e-237) tmp = Float64(1.0 / Float64(Float64(Float64(Float64(s_m * Float64(s_m * x)) * x) * c) * c)); elseif (x <= 3.52e+17) tmp = Float64(Float64(Float64(fma(-2.0, Float64(x * x), 1.0) / Float64(Float64(c * s_m) * Float64(c * s_m))) / x) / x); else tmp = Float64(cos(Float64(x + x)) / Float64(Float64(s_m * s_m) * Float64(Float64(c * x) * Float64(c * x)))); end return tmp end
s_m = N[Abs[s], $MachinePrecision] NOTE: x, c, and s_m should be sorted in increasing order before calling this function. code[x_, c_, s$95$m_] := If[LessEqual[x, 4e-237], N[(1.0 / N[(N[(N[(N[(s$95$m * N[(s$95$m * x), $MachinePrecision]), $MachinePrecision] * x), $MachinePrecision] * c), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision], If[LessEqual[x, 3.52e+17], N[(N[(N[(N[(-2.0 * N[(x * x), $MachinePrecision] + 1.0), $MachinePrecision] / N[(N[(c * s$95$m), $MachinePrecision] * N[(c * s$95$m), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / x), $MachinePrecision] / x), $MachinePrecision], N[(N[Cos[N[(x + x), $MachinePrecision]], $MachinePrecision] / N[(N[(s$95$m * s$95$m), $MachinePrecision] * N[(N[(c * x), $MachinePrecision] * N[(c * x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
s_m = \left|s\right|
\\
[x, c, s_m] = \mathsf{sort}([x, c, s_m])\\
\\
\begin{array}{l}
\mathbf{if}\;x \leq 4 \cdot 10^{-237}:\\
\;\;\;\;\frac{1}{\left(\left(\left(s\_m \cdot \left(s\_m \cdot x\right)\right) \cdot x\right) \cdot c\right) \cdot c}\\
\mathbf{elif}\;x \leq 3.52 \cdot 10^{+17}:\\
\;\;\;\;\frac{\frac{\frac{\mathsf{fma}\left(-2, x \cdot x, 1\right)}{\left(c \cdot s\_m\right) \cdot \left(c \cdot s\_m\right)}}{x}}{x}\\
\mathbf{else}:\\
\;\;\;\;\frac{\cos \left(x + x\right)}{\left(s\_m \cdot s\_m\right) \cdot \left(\left(c \cdot x\right) \cdot \left(c \cdot x\right)\right)}\\
\end{array}
\end{array}
if x < 4e-237Initial program 66.5%
lift-*.f64N/A
count-2-revN/A
lower-+.f6466.5
lift-*.f64N/A
*-commutativeN/A
lift-pow.f64N/A
unpow2N/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f6473.5
lift-*.f64N/A
*-commutativeN/A
lower-*.f6473.5
lift-pow.f64N/A
unpow2N/A
lower-*.f6473.5
Applied rewrites73.5%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lower-*.f64N/A
lower-*.f6482.5
Applied rewrites82.5%
lift-cos.f64N/A
lift-+.f64N/A
cos-sumN/A
lower--.f64N/A
lower-*.f64N/A
lower-cos.f64N/A
lower-cos.f64N/A
lower-*.f64N/A
lower-sin.f64N/A
lower-sin.f6482.5
Applied rewrites82.5%
Taylor expanded in x around 0
cos-sum-rev71.6
Applied rewrites71.6%
if 4e-237 < x < 3.52e17Initial program 66.5%
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-*.f6468.3
lift-pow.f64N/A
unpow2N/A
lower-*.f6468.3
lift-pow.f64N/A
unpow2N/A
lower-*.f6468.3
Applied rewrites68.3%
Taylor expanded in x around 0
lower-/.f64N/A
associate-*r/N/A
div-add-revN/A
+-commutativeN/A
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
pow2N/A
lift-*.f64N/A
pow-prod-downN/A
unpow2N/A
lower-*.f64N/A
lower-*.f64N/A
lower-*.f6453.9
Applied rewrites53.9%
if 3.52e17 < x Initial program 66.5%
lift-*.f64N/A
count-2-revN/A
lower-+.f6466.5
lift-*.f64N/A
*-commutativeN/A
lift-pow.f64N/A
unpow2N/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f6473.5
lift-*.f64N/A
*-commutativeN/A
lower-*.f6473.5
lift-pow.f64N/A
unpow2N/A
lower-*.f6473.5
Applied rewrites73.5%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lower-*.f64N/A
lower-*.f6482.5
Applied rewrites82.5%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*r*N/A
lift-*.f64N/A
*-commutativeN/A
lift-*.f64N/A
associate-*r*N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lower-*.f64N/A
lower-*.f6473.2
lift-*.f64N/A
*-commutativeN/A
lower-*.f6473.2
Applied rewrites73.2%
lift-*.f64N/A
lift-*.f64N/A
associate-*r*N/A
lift-*.f64N/A
lower-*.f6466.8
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
pow2N/A
pow2N/A
pow-prod-downN/A
unpow2N/A
lower-*.f64N/A
lower-*.f64N/A
lower-*.f6477.4
Applied rewrites77.4%
s_m = (fabs.f64 s)
NOTE: x, c, and s_m should be sorted in increasing order before calling this function.
(FPCore (x c s_m)
:precision binary64
(if (<= x 4e-237)
(/ 1.0 (* (* (* (* s_m (* s_m x)) x) c) c))
(if (<= x 330.0)
(/ (/ (/ (fma -2.0 (* x x) 1.0) (* (* c s_m) (* c s_m))) x) x)
(/ (cos (+ x x)) (* s_m (* s_m (* (* c (* c x)) x)))))))s_m = fabs(s);
assert(x < c && c < s_m);
double code(double x, double c, double s_m) {
double tmp;
if (x <= 4e-237) {
tmp = 1.0 / ((((s_m * (s_m * x)) * x) * c) * c);
} else if (x <= 330.0) {
tmp = ((fma(-2.0, (x * x), 1.0) / ((c * s_m) * (c * s_m))) / x) / x;
} else {
tmp = cos((x + x)) / (s_m * (s_m * ((c * (c * x)) * x)));
}
return tmp;
}
s_m = abs(s) x, c, s_m = sort([x, c, s_m]) function code(x, c, s_m) tmp = 0.0 if (x <= 4e-237) tmp = Float64(1.0 / Float64(Float64(Float64(Float64(s_m * Float64(s_m * x)) * x) * c) * c)); elseif (x <= 330.0) tmp = Float64(Float64(Float64(fma(-2.0, Float64(x * x), 1.0) / Float64(Float64(c * s_m) * Float64(c * s_m))) / x) / x); else tmp = Float64(cos(Float64(x + x)) / Float64(s_m * Float64(s_m * Float64(Float64(c * Float64(c * x)) * x)))); end return tmp end
s_m = N[Abs[s], $MachinePrecision] NOTE: x, c, and s_m should be sorted in increasing order before calling this function. code[x_, c_, s$95$m_] := If[LessEqual[x, 4e-237], N[(1.0 / N[(N[(N[(N[(s$95$m * N[(s$95$m * x), $MachinePrecision]), $MachinePrecision] * x), $MachinePrecision] * c), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision], If[LessEqual[x, 330.0], N[(N[(N[(N[(-2.0 * N[(x * x), $MachinePrecision] + 1.0), $MachinePrecision] / N[(N[(c * s$95$m), $MachinePrecision] * N[(c * s$95$m), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / x), $MachinePrecision] / x), $MachinePrecision], N[(N[Cos[N[(x + x), $MachinePrecision]], $MachinePrecision] / N[(s$95$m * N[(s$95$m * N[(N[(c * N[(c * x), $MachinePrecision]), $MachinePrecision] * x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
s_m = \left|s\right|
\\
[x, c, s_m] = \mathsf{sort}([x, c, s_m])\\
\\
\begin{array}{l}
\mathbf{if}\;x \leq 4 \cdot 10^{-237}:\\
\;\;\;\;\frac{1}{\left(\left(\left(s\_m \cdot \left(s\_m \cdot x\right)\right) \cdot x\right) \cdot c\right) \cdot c}\\
\mathbf{elif}\;x \leq 330:\\
\;\;\;\;\frac{\frac{\frac{\mathsf{fma}\left(-2, x \cdot x, 1\right)}{\left(c \cdot s\_m\right) \cdot \left(c \cdot s\_m\right)}}{x}}{x}\\
\mathbf{else}:\\
\;\;\;\;\frac{\cos \left(x + x\right)}{s\_m \cdot \left(s\_m \cdot \left(\left(c \cdot \left(c \cdot x\right)\right) \cdot x\right)\right)}\\
\end{array}
\end{array}
if x < 4e-237Initial program 66.5%
lift-*.f64N/A
count-2-revN/A
lower-+.f6466.5
lift-*.f64N/A
*-commutativeN/A
lift-pow.f64N/A
unpow2N/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f6473.5
lift-*.f64N/A
*-commutativeN/A
lower-*.f6473.5
lift-pow.f64N/A
unpow2N/A
lower-*.f6473.5
Applied rewrites73.5%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lower-*.f64N/A
lower-*.f6482.5
Applied rewrites82.5%
lift-cos.f64N/A
lift-+.f64N/A
cos-sumN/A
lower--.f64N/A
lower-*.f64N/A
lower-cos.f64N/A
lower-cos.f64N/A
lower-*.f64N/A
lower-sin.f64N/A
lower-sin.f6482.5
Applied rewrites82.5%
Taylor expanded in x around 0
cos-sum-rev71.6
Applied rewrites71.6%
if 4e-237 < x < 330Initial program 66.5%
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-*.f6468.3
lift-pow.f64N/A
unpow2N/A
lower-*.f6468.3
lift-pow.f64N/A
unpow2N/A
lower-*.f6468.3
Applied rewrites68.3%
Taylor expanded in x around 0
lower-/.f64N/A
associate-*r/N/A
div-add-revN/A
+-commutativeN/A
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
pow2N/A
lift-*.f64N/A
pow-prod-downN/A
unpow2N/A
lower-*.f64N/A
lower-*.f64N/A
lower-*.f6453.9
Applied rewrites53.9%
if 330 < x Initial program 66.5%
lift-*.f64N/A
count-2-revN/A
lower-+.f6466.5
lift-*.f64N/A
*-commutativeN/A
lift-pow.f64N/A
unpow2N/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f6473.5
lift-*.f64N/A
*-commutativeN/A
lower-*.f6473.5
lift-pow.f64N/A
unpow2N/A
lower-*.f6473.5
Applied rewrites73.5%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lower-*.f64N/A
lower-*.f6482.5
Applied rewrites82.5%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*r*N/A
lift-*.f64N/A
*-commutativeN/A
lift-*.f64N/A
associate-*r*N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lower-*.f64N/A
lower-*.f6473.2
lift-*.f64N/A
*-commutativeN/A
lower-*.f6473.2
Applied rewrites73.2%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lower-*.f64N/A
lower-*.f6482.3
Applied rewrites82.3%
s_m = (fabs.f64 s)
NOTE: x, c, and s_m should be sorted in increasing order before calling this function.
(FPCore (x c s_m)
:precision binary64
(let* ((t_0 (* (* (* (* s_m (* s_m x)) x) c) c)))
(if (<=
(/ (cos (* 2.0 x)) (* (pow c 2.0) (* (* x (pow s_m 2.0)) x)))
-1e-203)
(/ (fma -2.0 (* x x) 1.0) t_0)
(/ 1.0 t_0))))s_m = fabs(s);
assert(x < c && c < s_m);
double code(double x, double c, double s_m) {
double t_0 = (((s_m * (s_m * x)) * x) * c) * c;
double tmp;
if ((cos((2.0 * x)) / (pow(c, 2.0) * ((x * pow(s_m, 2.0)) * x))) <= -1e-203) {
tmp = fma(-2.0, (x * x), 1.0) / t_0;
} else {
tmp = 1.0 / t_0;
}
return tmp;
}
s_m = abs(s) x, c, s_m = sort([x, c, s_m]) function code(x, c, s_m) t_0 = Float64(Float64(Float64(Float64(s_m * Float64(s_m * x)) * x) * c) * c) tmp = 0.0 if (Float64(cos(Float64(2.0 * x)) / Float64((c ^ 2.0) * Float64(Float64(x * (s_m ^ 2.0)) * x))) <= -1e-203) tmp = Float64(fma(-2.0, Float64(x * x), 1.0) / t_0); else tmp = Float64(1.0 / t_0); end return tmp end
s_m = N[Abs[s], $MachinePrecision]
NOTE: x, c, and s_m should be sorted in increasing order before calling this function.
code[x_, c_, s$95$m_] := Block[{t$95$0 = N[(N[(N[(N[(s$95$m * N[(s$95$m * x), $MachinePrecision]), $MachinePrecision] * x), $MachinePrecision] * c), $MachinePrecision] * c), $MachinePrecision]}, If[LessEqual[N[(N[Cos[N[(2.0 * x), $MachinePrecision]], $MachinePrecision] / N[(N[Power[c, 2.0], $MachinePrecision] * N[(N[(x * N[Power[s$95$m, 2.0], $MachinePrecision]), $MachinePrecision] * x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], -1e-203], N[(N[(-2.0 * N[(x * x), $MachinePrecision] + 1.0), $MachinePrecision] / t$95$0), $MachinePrecision], N[(1.0 / t$95$0), $MachinePrecision]]]
\begin{array}{l}
s_m = \left|s\right|
\\
[x, c, s_m] = \mathsf{sort}([x, c, s_m])\\
\\
\begin{array}{l}
t_0 := \left(\left(\left(s\_m \cdot \left(s\_m \cdot x\right)\right) \cdot x\right) \cdot c\right) \cdot c\\
\mathbf{if}\;\frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(x \cdot {s\_m}^{2}\right) \cdot x\right)} \leq -1 \cdot 10^{-203}:\\
\;\;\;\;\frac{\mathsf{fma}\left(-2, x \cdot x, 1\right)}{t\_0}\\
\mathbf{else}:\\
\;\;\;\;\frac{1}{t\_0}\\
\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))) < -1e-203Initial program 66.5%
lift-*.f64N/A
count-2-revN/A
lower-+.f6466.5
lift-*.f64N/A
*-commutativeN/A
lift-pow.f64N/A
unpow2N/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f6473.5
lift-*.f64N/A
*-commutativeN/A
lower-*.f6473.5
lift-pow.f64N/A
unpow2N/A
lower-*.f6473.5
Applied rewrites73.5%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lower-*.f64N/A
lower-*.f6482.5
Applied rewrites82.5%
lift-cos.f64N/A
lift-+.f64N/A
cos-sumN/A
lower--.f64N/A
lower-*.f64N/A
lower-cos.f64N/A
lower-cos.f64N/A
lower-*.f64N/A
lower-sin.f64N/A
lower-sin.f6482.5
Applied rewrites82.5%
Taylor expanded in x around 0
cos-sum-revN/A
+-commutativeN/A
lower-fma.f64N/A
pow2N/A
lift-*.f6455.9
Applied rewrites55.9%
if -1e-203 < (/.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 66.5%
lift-*.f64N/A
count-2-revN/A
lower-+.f6466.5
lift-*.f64N/A
*-commutativeN/A
lift-pow.f64N/A
unpow2N/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f6473.5
lift-*.f64N/A
*-commutativeN/A
lower-*.f6473.5
lift-pow.f64N/A
unpow2N/A
lower-*.f6473.5
Applied rewrites73.5%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lower-*.f64N/A
lower-*.f6482.5
Applied rewrites82.5%
lift-cos.f64N/A
lift-+.f64N/A
cos-sumN/A
lower--.f64N/A
lower-*.f64N/A
lower-cos.f64N/A
lower-cos.f64N/A
lower-*.f64N/A
lower-sin.f64N/A
lower-sin.f6482.5
Applied rewrites82.5%
Taylor expanded in x around 0
cos-sum-rev71.6
Applied rewrites71.6%
s_m = (fabs.f64 s) NOTE: x, c, and s_m should be sorted in increasing order before calling this function. (FPCore (x c s_m) :precision binary64 (/ 1.0 (* (* (* (* s_m (* s_m x)) x) c) c)))
s_m = fabs(s);
assert(x < c && c < s_m);
double code(double x, double c, double s_m) {
return 1.0 / ((((s_m * (s_m * x)) * x) * c) * c);
}
s_m = private
NOTE: x, c, 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, s_m)
use fmin_fmax_functions
real(8), intent (in) :: x
real(8), intent (in) :: c
real(8), intent (in) :: s_m
code = 1.0d0 / ((((s_m * (s_m * x)) * x) * c) * c)
end function
s_m = Math.abs(s);
assert x < c && c < s_m;
public static double code(double x, double c, double s_m) {
return 1.0 / ((((s_m * (s_m * x)) * x) * c) * c);
}
s_m = math.fabs(s) [x, c, s_m] = sort([x, c, s_m]) def code(x, c, s_m): return 1.0 / ((((s_m * (s_m * x)) * x) * c) * c)
s_m = abs(s) x, c, s_m = sort([x, c, s_m]) function code(x, c, s_m) return Float64(1.0 / Float64(Float64(Float64(Float64(s_m * Float64(s_m * x)) * x) * c) * c)) end
s_m = abs(s);
x, c, s_m = num2cell(sort([x, c, s_m])){:}
function tmp = code(x, c, s_m)
tmp = 1.0 / ((((s_m * (s_m * x)) * x) * c) * c);
end
s_m = N[Abs[s], $MachinePrecision] NOTE: x, c, and s_m should be sorted in increasing order before calling this function. code[x_, c_, s$95$m_] := N[(1.0 / N[(N[(N[(N[(s$95$m * N[(s$95$m * x), $MachinePrecision]), $MachinePrecision] * x), $MachinePrecision] * c), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
s_m = \left|s\right|
\\
[x, c, s_m] = \mathsf{sort}([x, c, s_m])\\
\\
\frac{1}{\left(\left(\left(s\_m \cdot \left(s\_m \cdot x\right)\right) \cdot x\right) \cdot c\right) \cdot c}
\end{array}
Initial program 66.5%
lift-*.f64N/A
count-2-revN/A
lower-+.f6466.5
lift-*.f64N/A
*-commutativeN/A
lift-pow.f64N/A
unpow2N/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f6473.5
lift-*.f64N/A
*-commutativeN/A
lower-*.f6473.5
lift-pow.f64N/A
unpow2N/A
lower-*.f6473.5
Applied rewrites73.5%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lower-*.f64N/A
lower-*.f6482.5
Applied rewrites82.5%
lift-cos.f64N/A
lift-+.f64N/A
cos-sumN/A
lower--.f64N/A
lower-*.f64N/A
lower-cos.f64N/A
lower-cos.f64N/A
lower-*.f64N/A
lower-sin.f64N/A
lower-sin.f6482.5
Applied rewrites82.5%
Taylor expanded in x around 0
cos-sum-rev71.6
Applied rewrites71.6%
s_m = (fabs.f64 s) NOTE: x, c, and s_m should be sorted in increasing order before calling this function. (FPCore (x c s_m) :precision binary64 (/ 1.0 (* (* (* (* (* s_m s_m) x) x) c) c)))
s_m = fabs(s);
assert(x < c && c < s_m);
double code(double x, double c, double s_m) {
return 1.0 / (((((s_m * s_m) * x) * x) * c) * c);
}
s_m = private
NOTE: x, c, 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, s_m)
use fmin_fmax_functions
real(8), intent (in) :: x
real(8), intent (in) :: c
real(8), intent (in) :: s_m
code = 1.0d0 / (((((s_m * s_m) * x) * x) * c) * c)
end function
s_m = Math.abs(s);
assert x < c && c < s_m;
public static double code(double x, double c, double s_m) {
return 1.0 / (((((s_m * s_m) * x) * x) * c) * c);
}
s_m = math.fabs(s) [x, c, s_m] = sort([x, c, s_m]) def code(x, c, s_m): return 1.0 / (((((s_m * s_m) * x) * x) * c) * c)
s_m = abs(s) x, c, s_m = sort([x, c, s_m]) function code(x, c, s_m) return Float64(1.0 / Float64(Float64(Float64(Float64(Float64(s_m * s_m) * x) * x) * c) * c)) end
s_m = abs(s);
x, c, s_m = num2cell(sort([x, c, s_m])){:}
function tmp = code(x, c, s_m)
tmp = 1.0 / (((((s_m * s_m) * x) * x) * c) * c);
end
s_m = N[Abs[s], $MachinePrecision] NOTE: x, c, and s_m should be sorted in increasing order before calling this function. code[x_, c_, s$95$m_] := N[(1.0 / N[(N[(N[(N[(N[(s$95$m * s$95$m), $MachinePrecision] * x), $MachinePrecision] * x), $MachinePrecision] * c), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
s_m = \left|s\right|
\\
[x, c, s_m] = \mathsf{sort}([x, c, s_m])\\
\\
\frac{1}{\left(\left(\left(\left(s\_m \cdot s\_m\right) \cdot x\right) \cdot x\right) \cdot c\right) \cdot c}
\end{array}
Initial program 66.5%
lift-*.f64N/A
count-2-revN/A
lower-+.f6466.5
lift-*.f64N/A
*-commutativeN/A
lift-pow.f64N/A
unpow2N/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f6473.5
lift-*.f64N/A
*-commutativeN/A
lower-*.f6473.5
lift-pow.f64N/A
unpow2N/A
lower-*.f6473.5
Applied rewrites73.5%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lower-*.f64N/A
lower-*.f6482.5
Applied rewrites82.5%
lift-cos.f64N/A
lift-+.f64N/A
cos-sumN/A
lower--.f64N/A
lower-*.f64N/A
lower-cos.f64N/A
lower-cos.f64N/A
lower-*.f64N/A
lower-sin.f64N/A
lower-sin.f6482.5
Applied rewrites82.5%
Taylor expanded in x around 0
lower-/.f64N/A
pow2N/A
*-commutativeN/A
pow2N/A
lift-*.f64N/A
pow2N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lift-*.f64N/A
lift-*.f6459.8
lift-*.f64N/A
lift-*.f64N/A
associate-*r*N/A
lift-*.f64N/A
lower-*.f6464.0
Applied rewrites64.0%
herbie shell --seed 2025140
(FPCore (x c s)
:name "mixedcos"
:precision binary64
(/ (cos (* 2.0 x)) (* (pow c 2.0) (* (* x (pow s 2.0)) x))))