
(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]
\frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)}
Herbie found 9 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]
\frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)}
(FPCore (x c s)
:precision binary64
(let* ((t_0 (fmin (fabs c) (fabs s)))
(t_1 (cos (+ (fabs x) (fabs x))))
(t_2 (fmax (fabs c) (fabs s)))
(t_3 (* (* t_2 (fabs x)) t_0)))
(if (<= (fabs x) 1e+47)
(/ (/ t_1 t_3) t_3)
(/ (/ (* (/ t_1 t_0) (/ 1.0 (fabs x))) (* (* t_0 (fabs x)) t_2)) t_2))))double code(double x, double c, double s) {
double t_0 = fmin(fabs(c), fabs(s));
double t_1 = cos((fabs(x) + fabs(x)));
double t_2 = fmax(fabs(c), fabs(s));
double t_3 = (t_2 * fabs(x)) * t_0;
double tmp;
if (fabs(x) <= 1e+47) {
tmp = (t_1 / t_3) / t_3;
} else {
tmp = (((t_1 / t_0) * (1.0 / fabs(x))) / ((t_0 * fabs(x)) * t_2)) / t_2;
}
return tmp;
}
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
real(8) :: t_0
real(8) :: t_1
real(8) :: t_2
real(8) :: t_3
real(8) :: tmp
t_0 = fmin(abs(c), abs(s))
t_1 = cos((abs(x) + abs(x)))
t_2 = fmax(abs(c), abs(s))
t_3 = (t_2 * abs(x)) * t_0
if (abs(x) <= 1d+47) then
tmp = (t_1 / t_3) / t_3
else
tmp = (((t_1 / t_0) * (1.0d0 / abs(x))) / ((t_0 * abs(x)) * t_2)) / t_2
end if
code = tmp
end function
public static double code(double x, double c, double s) {
double t_0 = fmin(Math.abs(c), Math.abs(s));
double t_1 = Math.cos((Math.abs(x) + Math.abs(x)));
double t_2 = fmax(Math.abs(c), Math.abs(s));
double t_3 = (t_2 * Math.abs(x)) * t_0;
double tmp;
if (Math.abs(x) <= 1e+47) {
tmp = (t_1 / t_3) / t_3;
} else {
tmp = (((t_1 / t_0) * (1.0 / Math.abs(x))) / ((t_0 * Math.abs(x)) * t_2)) / t_2;
}
return tmp;
}
def code(x, c, s): t_0 = fmin(math.fabs(c), math.fabs(s)) t_1 = math.cos((math.fabs(x) + math.fabs(x))) t_2 = fmax(math.fabs(c), math.fabs(s)) t_3 = (t_2 * math.fabs(x)) * t_0 tmp = 0 if math.fabs(x) <= 1e+47: tmp = (t_1 / t_3) / t_3 else: tmp = (((t_1 / t_0) * (1.0 / math.fabs(x))) / ((t_0 * math.fabs(x)) * t_2)) / t_2 return tmp
function code(x, c, s) t_0 = fmin(abs(c), abs(s)) t_1 = cos(Float64(abs(x) + abs(x))) t_2 = fmax(abs(c), abs(s)) t_3 = Float64(Float64(t_2 * abs(x)) * t_0) tmp = 0.0 if (abs(x) <= 1e+47) tmp = Float64(Float64(t_1 / t_3) / t_3); else tmp = Float64(Float64(Float64(Float64(t_1 / t_0) * Float64(1.0 / abs(x))) / Float64(Float64(t_0 * abs(x)) * t_2)) / t_2); end return tmp end
function tmp_2 = code(x, c, s) t_0 = min(abs(c), abs(s)); t_1 = cos((abs(x) + abs(x))); t_2 = max(abs(c), abs(s)); t_3 = (t_2 * abs(x)) * t_0; tmp = 0.0; if (abs(x) <= 1e+47) tmp = (t_1 / t_3) / t_3; else tmp = (((t_1 / t_0) * (1.0 / abs(x))) / ((t_0 * abs(x)) * t_2)) / t_2; end tmp_2 = tmp; end
code[x_, c_, s_] := Block[{t$95$0 = N[Min[N[Abs[c], $MachinePrecision], N[Abs[s], $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = N[Cos[N[(N[Abs[x], $MachinePrecision] + N[Abs[x], $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$2 = N[Max[N[Abs[c], $MachinePrecision], N[Abs[s], $MachinePrecision]], $MachinePrecision]}, Block[{t$95$3 = N[(N[(t$95$2 * N[Abs[x], $MachinePrecision]), $MachinePrecision] * t$95$0), $MachinePrecision]}, If[LessEqual[N[Abs[x], $MachinePrecision], 1e+47], N[(N[(t$95$1 / t$95$3), $MachinePrecision] / t$95$3), $MachinePrecision], N[(N[(N[(N[(t$95$1 / t$95$0), $MachinePrecision] * N[(1.0 / N[Abs[x], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(N[(t$95$0 * N[Abs[x], $MachinePrecision]), $MachinePrecision] * t$95$2), $MachinePrecision]), $MachinePrecision] / t$95$2), $MachinePrecision]]]]]]
\begin{array}{l}
t_0 := \mathsf{min}\left(\left|c\right|, \left|s\right|\right)\\
t_1 := \cos \left(\left|x\right| + \left|x\right|\right)\\
t_2 := \mathsf{max}\left(\left|c\right|, \left|s\right|\right)\\
t_3 := \left(t\_2 \cdot \left|x\right|\right) \cdot t\_0\\
\mathbf{if}\;\left|x\right| \leq 10^{+47}:\\
\;\;\;\;\frac{\frac{t\_1}{t\_3}}{t\_3}\\
\mathbf{else}:\\
\;\;\;\;\frac{\frac{\frac{t\_1}{t\_0} \cdot \frac{1}{\left|x\right|}}{\left(t\_0 \cdot \left|x\right|\right) \cdot t\_2}}{t\_2}\\
\end{array}
if x < 1e47Initial program 66.3%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
*-commutativeN/A
associate-*r*N/A
lift-pow.f64N/A
unpow2N/A
unswap-sqrN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f6476.7%
Applied rewrites76.7%
lift-*.f64N/A
lift-pow.f64N/A
pow2N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
swap-sqrN/A
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lift-*.f64N/A
lift-*.f64N/A
unswap-sqrN/A
pow2N/A
lift-*.f64N/A
pow2N/A
pow-prod-downN/A
lower-pow.f64N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f6497.0%
Applied rewrites97.0%
lift-/.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-*.f64N/A
associate-*l*N/A
*-commutativeN/A
lift-*.f64N/A
lift-*.f64N/A
lower-pow.f64N/A
pow2N/A
associate-/r*N/A
lower-/.f64N/A
lower-/.f6497.1%
lift-*.f64N/A
count-2-revN/A
lower-+.f6497.1%
Applied rewrites97.1%
if 1e47 < x Initial program 66.3%
lift-/.f64N/A
lift-*.f64N/A
associate-/r*N/A
lift-*.f64N/A
*-commutativeN/A
associate-/r*N/A
lift-*.f64N/A
lift-pow.f64N/A
unpow2N/A
associate-*r*N/A
associate-/r*N/A
lower-/.f64N/A
Applied rewrites76.9%
lift-/.f64N/A
mult-flipN/A
lift-/.f64N/A
lift-cos.f64N/A
lift-+.f64N/A
count-2-revN/A
lift-*.f64N/A
lift-cos.f64N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
associate-/r*N/A
*-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
associate-/r*N/A
frac-timesN/A
lower-/.f64N/A
Applied rewrites93.6%
(FPCore (x c s)
:precision binary64
(let* ((t_0 (fmax (fabs c) s))
(t_1 (cos (+ x x)))
(t_2 (fmin (fabs c) s))
(t_3 (* (* t_0 x) t_2))
(t_4 (* (* t_2 t_0) x)))
(if (<=
(/ (cos (* 2.0 x)) (* (pow t_2 2.0) (* (* x (pow t_0 2.0)) x)))
INFINITY)
(/ (/ t_1 t_3) t_3)
(/ (/ t_1 t_4) t_4))))double code(double x, double c, double s) {
double t_0 = fmax(fabs(c), s);
double t_1 = cos((x + x));
double t_2 = fmin(fabs(c), s);
double t_3 = (t_0 * x) * t_2;
double t_4 = (t_2 * t_0) * x;
double tmp;
if ((cos((2.0 * x)) / (pow(t_2, 2.0) * ((x * pow(t_0, 2.0)) * x))) <= ((double) INFINITY)) {
tmp = (t_1 / t_3) / t_3;
} else {
tmp = (t_1 / t_4) / t_4;
}
return tmp;
}
public static double code(double x, double c, double s) {
double t_0 = fmax(Math.abs(c), s);
double t_1 = Math.cos((x + x));
double t_2 = fmin(Math.abs(c), s);
double t_3 = (t_0 * x) * t_2;
double t_4 = (t_2 * t_0) * x;
double tmp;
if ((Math.cos((2.0 * x)) / (Math.pow(t_2, 2.0) * ((x * Math.pow(t_0, 2.0)) * x))) <= Double.POSITIVE_INFINITY) {
tmp = (t_1 / t_3) / t_3;
} else {
tmp = (t_1 / t_4) / t_4;
}
return tmp;
}
def code(x, c, s): t_0 = fmax(math.fabs(c), s) t_1 = math.cos((x + x)) t_2 = fmin(math.fabs(c), s) t_3 = (t_0 * x) * t_2 t_4 = (t_2 * t_0) * x tmp = 0 if (math.cos((2.0 * x)) / (math.pow(t_2, 2.0) * ((x * math.pow(t_0, 2.0)) * x))) <= math.inf: tmp = (t_1 / t_3) / t_3 else: tmp = (t_1 / t_4) / t_4 return tmp
function code(x, c, s) t_0 = fmax(abs(c), s) t_1 = cos(Float64(x + x)) t_2 = fmin(abs(c), s) t_3 = Float64(Float64(t_0 * x) * t_2) t_4 = Float64(Float64(t_2 * t_0) * x) tmp = 0.0 if (Float64(cos(Float64(2.0 * x)) / Float64((t_2 ^ 2.0) * Float64(Float64(x * (t_0 ^ 2.0)) * x))) <= Inf) tmp = Float64(Float64(t_1 / t_3) / t_3); else tmp = Float64(Float64(t_1 / t_4) / t_4); end return tmp end
function tmp_2 = code(x, c, s) t_0 = max(abs(c), s); t_1 = cos((x + x)); t_2 = min(abs(c), s); t_3 = (t_0 * x) * t_2; t_4 = (t_2 * t_0) * x; tmp = 0.0; if ((cos((2.0 * x)) / ((t_2 ^ 2.0) * ((x * (t_0 ^ 2.0)) * x))) <= Inf) tmp = (t_1 / t_3) / t_3; else tmp = (t_1 / t_4) / t_4; end tmp_2 = tmp; end
code[x_, c_, s_] := Block[{t$95$0 = N[Max[N[Abs[c], $MachinePrecision], s], $MachinePrecision]}, Block[{t$95$1 = N[Cos[N[(x + x), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$2 = N[Min[N[Abs[c], $MachinePrecision], s], $MachinePrecision]}, Block[{t$95$3 = N[(N[(t$95$0 * x), $MachinePrecision] * t$95$2), $MachinePrecision]}, Block[{t$95$4 = N[(N[(t$95$2 * t$95$0), $MachinePrecision] * x), $MachinePrecision]}, If[LessEqual[N[(N[Cos[N[(2.0 * x), $MachinePrecision]], $MachinePrecision] / N[(N[Power[t$95$2, 2.0], $MachinePrecision] * N[(N[(x * N[Power[t$95$0, 2.0], $MachinePrecision]), $MachinePrecision] * x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], Infinity], N[(N[(t$95$1 / t$95$3), $MachinePrecision] / t$95$3), $MachinePrecision], N[(N[(t$95$1 / t$95$4), $MachinePrecision] / t$95$4), $MachinePrecision]]]]]]]
\begin{array}{l}
t_0 := \mathsf{max}\left(\left|c\right|, s\right)\\
t_1 := \cos \left(x + x\right)\\
t_2 := \mathsf{min}\left(\left|c\right|, s\right)\\
t_3 := \left(t\_0 \cdot x\right) \cdot t\_2\\
t_4 := \left(t\_2 \cdot t\_0\right) \cdot x\\
\mathbf{if}\;\frac{\cos \left(2 \cdot x\right)}{{t\_2}^{2} \cdot \left(\left(x \cdot {t\_0}^{2}\right) \cdot x\right)} \leq \infty:\\
\;\;\;\;\frac{\frac{t\_1}{t\_3}}{t\_3}\\
\mathbf{else}:\\
\;\;\;\;\frac{\frac{t\_1}{t\_4}}{t\_4}\\
\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))) < +inf.0Initial program 66.3%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
*-commutativeN/A
associate-*r*N/A
lift-pow.f64N/A
unpow2N/A
unswap-sqrN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f6476.7%
Applied rewrites76.7%
lift-*.f64N/A
lift-pow.f64N/A
pow2N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
swap-sqrN/A
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lift-*.f64N/A
lift-*.f64N/A
unswap-sqrN/A
pow2N/A
lift-*.f64N/A
pow2N/A
pow-prod-downN/A
lower-pow.f64N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f6497.0%
Applied rewrites97.0%
lift-/.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-*.f64N/A
associate-*l*N/A
*-commutativeN/A
lift-*.f64N/A
lift-*.f64N/A
lower-pow.f64N/A
pow2N/A
associate-/r*N/A
lower-/.f64N/A
lower-/.f6497.1%
lift-*.f64N/A
count-2-revN/A
lower-+.f6497.1%
Applied rewrites97.1%
if +inf.0 < (/.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 66.3%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
*-commutativeN/A
associate-*r*N/A
lift-pow.f64N/A
unpow2N/A
unswap-sqrN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f6476.7%
Applied rewrites76.7%
lift-*.f64N/A
lift-pow.f64N/A
pow2N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
swap-sqrN/A
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lift-*.f64N/A
lift-*.f64N/A
unswap-sqrN/A
pow2N/A
lift-*.f64N/A
pow2N/A
pow-prod-downN/A
lower-pow.f64N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f6497.0%
Applied rewrites97.0%
lift-/.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-*.f64N/A
associate-*l*N/A
*-commutativeN/A
lift-*.f64N/A
lift-*.f64N/A
lower-pow.f64N/A
pow2N/A
associate-/r*N/A
lower-/.f64N/A
lower-/.f6497.1%
lift-*.f64N/A
count-2-revN/A
lower-+.f6497.1%
Applied rewrites97.1%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
*-commutativeN/A
associate-*r*N/A
lift-*.f64N/A
*-commutativeN/A
lower-*.f6494.9%
Applied rewrites94.9%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
*-commutativeN/A
associate-*r*N/A
lift-*.f64N/A
*-commutativeN/A
lower-*.f6497.3%
Applied rewrites97.3%
(FPCore (x c s)
:precision binary64
(let* ((t_0 (fmin (fabs c) s))
(t_1 (fmax (fabs c) s))
(t_2 (* (* t_0 t_1) (fabs x)))
(t_3 (* (* t_1 (fabs x)) t_0)))
(if (<= (fabs x) 2e-121)
(/ (/ 1.0 t_3) t_3)
(/ (/ (cos (+ (fabs x) (fabs x))) t_2) t_2))))double code(double x, double c, double s) {
double t_0 = fmin(fabs(c), s);
double t_1 = fmax(fabs(c), s);
double t_2 = (t_0 * t_1) * fabs(x);
double t_3 = (t_1 * fabs(x)) * t_0;
double tmp;
if (fabs(x) <= 2e-121) {
tmp = (1.0 / t_3) / t_3;
} else {
tmp = (cos((fabs(x) + fabs(x))) / t_2) / t_2;
}
return tmp;
}
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
real(8) :: t_0
real(8) :: t_1
real(8) :: t_2
real(8) :: t_3
real(8) :: tmp
t_0 = fmin(abs(c), s)
t_1 = fmax(abs(c), s)
t_2 = (t_0 * t_1) * abs(x)
t_3 = (t_1 * abs(x)) * t_0
if (abs(x) <= 2d-121) then
tmp = (1.0d0 / t_3) / t_3
else
tmp = (cos((abs(x) + abs(x))) / t_2) / t_2
end if
code = tmp
end function
public static double code(double x, double c, double s) {
double t_0 = fmin(Math.abs(c), s);
double t_1 = fmax(Math.abs(c), s);
double t_2 = (t_0 * t_1) * Math.abs(x);
double t_3 = (t_1 * Math.abs(x)) * t_0;
double tmp;
if (Math.abs(x) <= 2e-121) {
tmp = (1.0 / t_3) / t_3;
} else {
tmp = (Math.cos((Math.abs(x) + Math.abs(x))) / t_2) / t_2;
}
return tmp;
}
def code(x, c, s): t_0 = fmin(math.fabs(c), s) t_1 = fmax(math.fabs(c), s) t_2 = (t_0 * t_1) * math.fabs(x) t_3 = (t_1 * math.fabs(x)) * t_0 tmp = 0 if math.fabs(x) <= 2e-121: tmp = (1.0 / t_3) / t_3 else: tmp = (math.cos((math.fabs(x) + math.fabs(x))) / t_2) / t_2 return tmp
function code(x, c, s) t_0 = fmin(abs(c), s) t_1 = fmax(abs(c), s) t_2 = Float64(Float64(t_0 * t_1) * abs(x)) t_3 = Float64(Float64(t_1 * abs(x)) * t_0) tmp = 0.0 if (abs(x) <= 2e-121) tmp = Float64(Float64(1.0 / t_3) / t_3); else tmp = Float64(Float64(cos(Float64(abs(x) + abs(x))) / t_2) / t_2); end return tmp end
function tmp_2 = code(x, c, s) t_0 = min(abs(c), s); t_1 = max(abs(c), s); t_2 = (t_0 * t_1) * abs(x); t_3 = (t_1 * abs(x)) * t_0; tmp = 0.0; if (abs(x) <= 2e-121) tmp = (1.0 / t_3) / t_3; else tmp = (cos((abs(x) + abs(x))) / t_2) / t_2; end tmp_2 = tmp; end
code[x_, c_, s_] := Block[{t$95$0 = N[Min[N[Abs[c], $MachinePrecision], s], $MachinePrecision]}, Block[{t$95$1 = N[Max[N[Abs[c], $MachinePrecision], s], $MachinePrecision]}, Block[{t$95$2 = N[(N[(t$95$0 * t$95$1), $MachinePrecision] * N[Abs[x], $MachinePrecision]), $MachinePrecision]}, Block[{t$95$3 = N[(N[(t$95$1 * N[Abs[x], $MachinePrecision]), $MachinePrecision] * t$95$0), $MachinePrecision]}, If[LessEqual[N[Abs[x], $MachinePrecision], 2e-121], N[(N[(1.0 / t$95$3), $MachinePrecision] / t$95$3), $MachinePrecision], N[(N[(N[Cos[N[(N[Abs[x], $MachinePrecision] + N[Abs[x], $MachinePrecision]), $MachinePrecision]], $MachinePrecision] / t$95$2), $MachinePrecision] / t$95$2), $MachinePrecision]]]]]]
\begin{array}{l}
t_0 := \mathsf{min}\left(\left|c\right|, s\right)\\
t_1 := \mathsf{max}\left(\left|c\right|, s\right)\\
t_2 := \left(t\_0 \cdot t\_1\right) \cdot \left|x\right|\\
t_3 := \left(t\_1 \cdot \left|x\right|\right) \cdot t\_0\\
\mathbf{if}\;\left|x\right| \leq 2 \cdot 10^{-121}:\\
\;\;\;\;\frac{\frac{1}{t\_3}}{t\_3}\\
\mathbf{else}:\\
\;\;\;\;\frac{\frac{\cos \left(\left|x\right| + \left|x\right|\right)}{t\_2}}{t\_2}\\
\end{array}
if x < 2e-121Initial program 66.3%
Taylor expanded in x around 0
Applied rewrites58.8%
lift-*.f64N/A
lift-pow.f64N/A
pow2N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-pow.f64N/A
pow2N/A
associate-*l*N/A
*-commutativeN/A
lift-*.f64N/A
associate-*r*N/A
lift-*.f64N/A
associate-*r*N/A
lift-*.f64N/A
associate-*r*N/A
lower-*.f64N/A
Applied rewrites65.4%
lift-/.f64N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
pow2N/A
lift-pow.f64N/A
associate-*l*N/A
*-commutativeN/A
lift-*.f64N/A
associate-*r*N/A
lift-pow.f64N/A
pow2N/A
pow-prod-downN/A
*-commutativeN/A
lift-*.f64N/A
pow2N/A
Applied rewrites79.3%
if 2e-121 < x Initial program 66.3%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
*-commutativeN/A
associate-*r*N/A
lift-pow.f64N/A
unpow2N/A
unswap-sqrN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f6476.7%
Applied rewrites76.7%
lift-*.f64N/A
lift-pow.f64N/A
pow2N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
swap-sqrN/A
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lift-*.f64N/A
lift-*.f64N/A
unswap-sqrN/A
pow2N/A
lift-*.f64N/A
pow2N/A
pow-prod-downN/A
lower-pow.f64N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f6497.0%
Applied rewrites97.0%
lift-/.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-*.f64N/A
associate-*l*N/A
*-commutativeN/A
lift-*.f64N/A
lift-*.f64N/A
lower-pow.f64N/A
pow2N/A
associate-/r*N/A
lower-/.f64N/A
lower-/.f6497.1%
lift-*.f64N/A
count-2-revN/A
lower-+.f6497.1%
Applied rewrites97.1%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
*-commutativeN/A
associate-*r*N/A
lift-*.f64N/A
*-commutativeN/A
lower-*.f6494.9%
Applied rewrites94.9%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
*-commutativeN/A
associate-*r*N/A
lift-*.f64N/A
*-commutativeN/A
lower-*.f6497.3%
Applied rewrites97.3%
(FPCore (x c s) :precision binary64 (let* ((t_0 (* (* (fmax c s) x) (fmin c s)))) (/ (cos (+ x x)) (* t_0 t_0))))
double code(double x, double c, double s) {
double t_0 = (fmax(c, s) * x) * fmin(c, s);
return cos((x + x)) / (t_0 * t_0);
}
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
real(8) :: t_0
t_0 = (fmax(c, s) * x) * fmin(c, s)
code = cos((x + x)) / (t_0 * t_0)
end function
public static double code(double x, double c, double s) {
double t_0 = (fmax(c, s) * x) * fmin(c, s);
return Math.cos((x + x)) / (t_0 * t_0);
}
def code(x, c, s): t_0 = (fmax(c, s) * x) * fmin(c, s) return math.cos((x + x)) / (t_0 * t_0)
function code(x, c, s) t_0 = Float64(Float64(fmax(c, s) * x) * fmin(c, s)) return Float64(cos(Float64(x + x)) / Float64(t_0 * t_0)) end
function tmp = code(x, c, s) t_0 = (max(c, s) * x) * min(c, s); tmp = cos((x + x)) / (t_0 * t_0); end
code[x_, c_, s_] := Block[{t$95$0 = N[(N[(N[Max[c, s], $MachinePrecision] * x), $MachinePrecision] * N[Min[c, s], $MachinePrecision]), $MachinePrecision]}, N[(N[Cos[N[(x + x), $MachinePrecision]], $MachinePrecision] / N[(t$95$0 * t$95$0), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
t_0 := \left(\mathsf{max}\left(c, s\right) \cdot x\right) \cdot \mathsf{min}\left(c, s\right)\\
\frac{\cos \left(x + x\right)}{t\_0 \cdot t\_0}
\end{array}
Initial program 66.3%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
*-commutativeN/A
associate-*r*N/A
lift-pow.f64N/A
unpow2N/A
unswap-sqrN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f6476.7%
Applied rewrites76.7%
lift-*.f64N/A
lift-pow.f64N/A
pow2N/A
lift-*.f64N/A
*-commutativeN/A
lift-*.f64N/A
lift-*.f64N/A
unswap-sqrN/A
lower-*.f64N/A
lower-*.f64N/A
lower-*.f6496.9%
Applied rewrites96.9%
lift-*.f64N/A
count-2-revN/A
lower-+.f6496.9%
Applied rewrites96.9%
(FPCore (x c s)
:precision binary64
(let* ((t_0 (* (* (fmax c s) x) (fmin c s))))
(if (<=
(/
(cos (* 2.0 x))
(* (pow (fmin c s) 2.0) (* (* x (pow (fmax c s) 2.0)) x)))
-1e-127)
(/
(fma (* x x) -2.0 1.0)
(* (* (fmax c s) (* (* (fmin c s) x) x)) (* (fmin c s) (fmax c s))))
(/ (/ 1.0 t_0) t_0))))double code(double x, double c, double s) {
double t_0 = (fmax(c, s) * x) * fmin(c, s);
double tmp;
if ((cos((2.0 * x)) / (pow(fmin(c, s), 2.0) * ((x * pow(fmax(c, s), 2.0)) * x))) <= -1e-127) {
tmp = fma((x * x), -2.0, 1.0) / ((fmax(c, s) * ((fmin(c, s) * x) * x)) * (fmin(c, s) * fmax(c, s)));
} else {
tmp = (1.0 / t_0) / t_0;
}
return tmp;
}
function code(x, c, s) t_0 = Float64(Float64(fmax(c, s) * x) * fmin(c, s)) tmp = 0.0 if (Float64(cos(Float64(2.0 * x)) / Float64((fmin(c, s) ^ 2.0) * Float64(Float64(x * (fmax(c, s) ^ 2.0)) * x))) <= -1e-127) tmp = Float64(fma(Float64(x * x), -2.0, 1.0) / Float64(Float64(fmax(c, s) * Float64(Float64(fmin(c, s) * x) * x)) * Float64(fmin(c, s) * fmax(c, s)))); else tmp = Float64(Float64(1.0 / t_0) / t_0); end return tmp end
code[x_, c_, s_] := Block[{t$95$0 = N[(N[(N[Max[c, s], $MachinePrecision] * x), $MachinePrecision] * N[Min[c, s], $MachinePrecision]), $MachinePrecision]}, If[LessEqual[N[(N[Cos[N[(2.0 * x), $MachinePrecision]], $MachinePrecision] / N[(N[Power[N[Min[c, s], $MachinePrecision], 2.0], $MachinePrecision] * N[(N[(x * N[Power[N[Max[c, s], $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision] * x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], -1e-127], N[(N[(N[(x * x), $MachinePrecision] * -2.0 + 1.0), $MachinePrecision] / N[(N[(N[Max[c, s], $MachinePrecision] * N[(N[(N[Min[c, s], $MachinePrecision] * x), $MachinePrecision] * x), $MachinePrecision]), $MachinePrecision] * N[(N[Min[c, s], $MachinePrecision] * N[Max[c, s], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(1.0 / t$95$0), $MachinePrecision] / t$95$0), $MachinePrecision]]]
\begin{array}{l}
t_0 := \left(\mathsf{max}\left(c, s\right) \cdot x\right) \cdot \mathsf{min}\left(c, s\right)\\
\mathbf{if}\;\frac{\cos \left(2 \cdot x\right)}{{\left(\mathsf{min}\left(c, s\right)\right)}^{2} \cdot \left(\left(x \cdot {\left(\mathsf{max}\left(c, s\right)\right)}^{2}\right) \cdot x\right)} \leq -1 \cdot 10^{-127}:\\
\;\;\;\;\frac{\mathsf{fma}\left(x \cdot x, -2, 1\right)}{\left(\mathsf{max}\left(c, s\right) \cdot \left(\left(\mathsf{min}\left(c, s\right) \cdot x\right) \cdot x\right)\right) \cdot \left(\mathsf{min}\left(c, s\right) \cdot \mathsf{max}\left(c, s\right)\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{\frac{1}{t\_0}}{t\_0}\\
\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-127Initial program 66.3%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
*-commutativeN/A
associate-*r*N/A
lift-pow.f64N/A
unpow2N/A
unswap-sqrN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f6476.7%
Applied rewrites76.7%
Taylor expanded in x around 0
lower-+.f64N/A
lower-*.f64N/A
lower-pow.f6451.2%
Applied rewrites51.2%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f6451.2%
lift-pow.f64N/A
unpow2N/A
lower-*.f6451.2%
lower-*.f64N/A
lower-*.f64N/A
lower-*.f64N/A
lower-*.f64N/A
lower-*.f64N/A
lower-*.f64N/A
lower-*.f64N/A
lower-*.f64N/A
lower-*.f64N/A
lower-*.f64N/A
lower-*.f64N/A
lower-*.f64N/A
lower-*.f64N/A
lower-*.f64N/A
lower-*.f64N/A
lower-*.f64N/A
lower-*.f64N/A
Applied rewrites58.8%
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
associate-*l*N/A
lower-*.f64N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f6455.8%
Applied rewrites55.8%
if -1e-127 < (/.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 66.3%
Taylor expanded in x around 0
Applied rewrites58.8%
lift-*.f64N/A
lift-pow.f64N/A
pow2N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-pow.f64N/A
pow2N/A
associate-*l*N/A
*-commutativeN/A
lift-*.f64N/A
associate-*r*N/A
lift-*.f64N/A
associate-*r*N/A
lift-*.f64N/A
associate-*r*N/A
lower-*.f64N/A
Applied rewrites65.4%
lift-/.f64N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
pow2N/A
lift-pow.f64N/A
associate-*l*N/A
*-commutativeN/A
lift-*.f64N/A
associate-*r*N/A
lift-pow.f64N/A
pow2N/A
pow-prod-downN/A
*-commutativeN/A
lift-*.f64N/A
pow2N/A
Applied rewrites79.3%
(FPCore (x c s) :precision binary64 (let* ((t_0 (* (* (fmax c s) x) (fmin c s)))) (/ (/ 1.0 t_0) t_0)))
double code(double x, double c, double s) {
double t_0 = (fmax(c, s) * x) * fmin(c, s);
return (1.0 / t_0) / t_0;
}
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
real(8) :: t_0
t_0 = (fmax(c, s) * x) * fmin(c, s)
code = (1.0d0 / t_0) / t_0
end function
public static double code(double x, double c, double s) {
double t_0 = (fmax(c, s) * x) * fmin(c, s);
return (1.0 / t_0) / t_0;
}
def code(x, c, s): t_0 = (fmax(c, s) * x) * fmin(c, s) return (1.0 / t_0) / t_0
function code(x, c, s) t_0 = Float64(Float64(fmax(c, s) * x) * fmin(c, s)) return Float64(Float64(1.0 / t_0) / t_0) end
function tmp = code(x, c, s) t_0 = (max(c, s) * x) * min(c, s); tmp = (1.0 / t_0) / t_0; end
code[x_, c_, s_] := Block[{t$95$0 = N[(N[(N[Max[c, s], $MachinePrecision] * x), $MachinePrecision] * N[Min[c, s], $MachinePrecision]), $MachinePrecision]}, N[(N[(1.0 / t$95$0), $MachinePrecision] / t$95$0), $MachinePrecision]]
\begin{array}{l}
t_0 := \left(\mathsf{max}\left(c, s\right) \cdot x\right) \cdot \mathsf{min}\left(c, s\right)\\
\frac{\frac{1}{t\_0}}{t\_0}
\end{array}
Initial program 66.3%
Taylor expanded in x around 0
Applied rewrites58.8%
lift-*.f64N/A
lift-pow.f64N/A
pow2N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-pow.f64N/A
pow2N/A
associate-*l*N/A
*-commutativeN/A
lift-*.f64N/A
associate-*r*N/A
lift-*.f64N/A
associate-*r*N/A
lift-*.f64N/A
associate-*r*N/A
lower-*.f64N/A
Applied rewrites65.4%
lift-/.f64N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
pow2N/A
lift-pow.f64N/A
associate-*l*N/A
*-commutativeN/A
lift-*.f64N/A
associate-*r*N/A
lift-pow.f64N/A
pow2N/A
pow-prod-downN/A
*-commutativeN/A
lift-*.f64N/A
pow2N/A
Applied rewrites79.3%
(FPCore (x c s) :precision binary64 (let* ((t_0 (* (fmin c s) (* (fmax c s) x)))) (/ 1.0 (* t_0 t_0))))
double code(double x, double c, double s) {
double t_0 = fmin(c, s) * (fmax(c, s) * x);
return 1.0 / (t_0 * t_0);
}
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
real(8) :: t_0
t_0 = fmin(c, s) * (fmax(c, s) * x)
code = 1.0d0 / (t_0 * t_0)
end function
public static double code(double x, double c, double s) {
double t_0 = fmin(c, s) * (fmax(c, s) * x);
return 1.0 / (t_0 * t_0);
}
def code(x, c, s): t_0 = fmin(c, s) * (fmax(c, s) * x) return 1.0 / (t_0 * t_0)
function code(x, c, s) t_0 = Float64(fmin(c, s) * Float64(fmax(c, s) * x)) return Float64(1.0 / Float64(t_0 * t_0)) end
function tmp = code(x, c, s) t_0 = min(c, s) * (max(c, s) * x); tmp = 1.0 / (t_0 * t_0); end
code[x_, c_, s_] := Block[{t$95$0 = N[(N[Min[c, s], $MachinePrecision] * N[(N[Max[c, s], $MachinePrecision] * x), $MachinePrecision]), $MachinePrecision]}, N[(1.0 / N[(t$95$0 * t$95$0), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
t_0 := \mathsf{min}\left(c, s\right) \cdot \left(\mathsf{max}\left(c, s\right) \cdot x\right)\\
\frac{1}{t\_0 \cdot t\_0}
\end{array}
Initial program 66.3%
Taylor expanded in x around 0
Applied rewrites58.8%
lift-*.f64N/A
lift-pow.f64N/A
pow2N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-pow.f64N/A
pow2N/A
associate-*l*N/A
*-commutativeN/A
lift-*.f64N/A
associate-*r*N/A
lift-*.f64N/A
associate-*r*N/A
lift-*.f64N/A
associate-*r*N/A
lower-*.f64N/A
Applied rewrites65.4%
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
pow2N/A
lift-pow.f64N/A
associate-*l*N/A
*-commutativeN/A
lift-*.f64N/A
associate-*l*N/A
lift-*.f64N/A
lift-pow.f64N/A
pow2N/A
associate-*l*N/A
lower-*.f64N/A
lower-*.f6470.8%
Applied rewrites70.8%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
*-commutativeN/A
lift-*.f64N/A
lift-*.f64N/A
associate-*r*N/A
*-commutativeN/A
lift-*.f64N/A
associate-*l*N/A
lift-*.f64N/A
associate-*r*N/A
lift-*.f64N/A
lower-*.f6479.1%
lift-*.f64N/A
*-commutativeN/A
lower-*.f6479.1%
lift-*.f64N/A
*-commutativeN/A
lower-*.f6479.1%
Applied rewrites79.1%
(FPCore (x c s)
:precision binary64
(let* ((t_0 (fmax (fabs c) (fabs s)))
(t_1 (* t_0 x))
(t_2 (fmin (fabs c) (fabs s))))
(if (<= t_0 8.5e+168)
(/ 1.0 (* (* t_2 (* t_2 (* t_1 t_0))) x))
(/ 1.0 (* t_0 (* (* t_2 x) (* t_2 t_1)))))))double code(double x, double c, double s) {
double t_0 = fmax(fabs(c), fabs(s));
double t_1 = t_0 * x;
double t_2 = fmin(fabs(c), fabs(s));
double tmp;
if (t_0 <= 8.5e+168) {
tmp = 1.0 / ((t_2 * (t_2 * (t_1 * t_0))) * x);
} else {
tmp = 1.0 / (t_0 * ((t_2 * x) * (t_2 * t_1)));
}
return tmp;
}
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
real(8) :: t_0
real(8) :: t_1
real(8) :: t_2
real(8) :: tmp
t_0 = fmax(abs(c), abs(s))
t_1 = t_0 * x
t_2 = fmin(abs(c), abs(s))
if (t_0 <= 8.5d+168) then
tmp = 1.0d0 / ((t_2 * (t_2 * (t_1 * t_0))) * x)
else
tmp = 1.0d0 / (t_0 * ((t_2 * x) * (t_2 * t_1)))
end if
code = tmp
end function
public static double code(double x, double c, double s) {
double t_0 = fmax(Math.abs(c), Math.abs(s));
double t_1 = t_0 * x;
double t_2 = fmin(Math.abs(c), Math.abs(s));
double tmp;
if (t_0 <= 8.5e+168) {
tmp = 1.0 / ((t_2 * (t_2 * (t_1 * t_0))) * x);
} else {
tmp = 1.0 / (t_0 * ((t_2 * x) * (t_2 * t_1)));
}
return tmp;
}
def code(x, c, s): t_0 = fmax(math.fabs(c), math.fabs(s)) t_1 = t_0 * x t_2 = fmin(math.fabs(c), math.fabs(s)) tmp = 0 if t_0 <= 8.5e+168: tmp = 1.0 / ((t_2 * (t_2 * (t_1 * t_0))) * x) else: tmp = 1.0 / (t_0 * ((t_2 * x) * (t_2 * t_1))) return tmp
function code(x, c, s) t_0 = fmax(abs(c), abs(s)) t_1 = Float64(t_0 * x) t_2 = fmin(abs(c), abs(s)) tmp = 0.0 if (t_0 <= 8.5e+168) tmp = Float64(1.0 / Float64(Float64(t_2 * Float64(t_2 * Float64(t_1 * t_0))) * x)); else tmp = Float64(1.0 / Float64(t_0 * Float64(Float64(t_2 * x) * Float64(t_2 * t_1)))); end return tmp end
function tmp_2 = code(x, c, s) t_0 = max(abs(c), abs(s)); t_1 = t_0 * x; t_2 = min(abs(c), abs(s)); tmp = 0.0; if (t_0 <= 8.5e+168) tmp = 1.0 / ((t_2 * (t_2 * (t_1 * t_0))) * x); else tmp = 1.0 / (t_0 * ((t_2 * x) * (t_2 * t_1))); end tmp_2 = tmp; end
code[x_, c_, s_] := Block[{t$95$0 = N[Max[N[Abs[c], $MachinePrecision], N[Abs[s], $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = N[(t$95$0 * x), $MachinePrecision]}, Block[{t$95$2 = N[Min[N[Abs[c], $MachinePrecision], N[Abs[s], $MachinePrecision]], $MachinePrecision]}, If[LessEqual[t$95$0, 8.5e+168], N[(1.0 / N[(N[(t$95$2 * N[(t$95$2 * N[(t$95$1 * t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * x), $MachinePrecision]), $MachinePrecision], N[(1.0 / N[(t$95$0 * N[(N[(t$95$2 * x), $MachinePrecision] * N[(t$95$2 * t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
t_0 := \mathsf{max}\left(\left|c\right|, \left|s\right|\right)\\
t_1 := t\_0 \cdot x\\
t_2 := \mathsf{min}\left(\left|c\right|, \left|s\right|\right)\\
\mathbf{if}\;t\_0 \leq 8.5 \cdot 10^{+168}:\\
\;\;\;\;\frac{1}{\left(t\_2 \cdot \left(t\_2 \cdot \left(t\_1 \cdot t\_0\right)\right)\right) \cdot x}\\
\mathbf{else}:\\
\;\;\;\;\frac{1}{t\_0 \cdot \left(\left(t\_2 \cdot x\right) \cdot \left(t\_2 \cdot t\_1\right)\right)}\\
\end{array}
if s < 8.50000000000000069e168Initial program 66.3%
Taylor expanded in x around 0
Applied rewrites58.8%
lift-*.f64N/A
lift-pow.f64N/A
pow2N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-pow.f64N/A
pow2N/A
associate-*l*N/A
*-commutativeN/A
lift-*.f64N/A
associate-*r*N/A
lift-*.f64N/A
associate-*r*N/A
lift-*.f64N/A
associate-*r*N/A
lower-*.f64N/A
Applied rewrites65.4%
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
pow2N/A
lift-pow.f64N/A
associate-*l*N/A
*-commutativeN/A
lift-*.f64N/A
associate-*l*N/A
lift-*.f64N/A
lift-pow.f64N/A
pow2N/A
associate-*l*N/A
lower-*.f64N/A
lower-*.f6470.8%
Applied rewrites70.8%
if 8.50000000000000069e168 < s Initial program 66.3%
Taylor expanded in x around 0
Applied rewrites58.8%
lift-*.f64N/A
lift-pow.f64N/A
pow2N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-pow.f64N/A
pow2N/A
associate-*l*N/A
*-commutativeN/A
lift-*.f64N/A
associate-*r*N/A
lift-*.f64N/A
associate-*r*N/A
lift-*.f64N/A
associate-*r*N/A
lower-*.f64N/A
Applied rewrites65.4%
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
pow2N/A
lift-pow.f64N/A
associate-*l*N/A
*-commutativeN/A
lift-*.f64N/A
associate-*l*N/A
lift-*.f64N/A
lift-pow.f64N/A
pow2N/A
associate-*l*N/A
lower-*.f64N/A
lower-*.f6470.8%
Applied rewrites70.8%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
*-commutativeN/A
lift-*.f64N/A
lift-*.f64N/A
associate-*r*N/A
*-commutativeN/A
lift-*.f64N/A
associate-*l*N/A
lift-*.f64N/A
associate-*r*N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lift-*.f64N/A
associate-*l*N/A
lower-*.f64N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f6476.0%
lift-*.f64N/A
*-commutativeN/A
lower-*.f6476.0%
Applied rewrites76.0%
(FPCore (x c s) :precision binary64 (/ 1.0 (* s (* (* c x) (* c (* s x))))))
double code(double x, double c, double s) {
return 1.0 / (s * ((c * x) * (c * (s * 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 = 1.0d0 / (s * ((c * x) * (c * (s * x))))
end function
public static double code(double x, double c, double s) {
return 1.0 / (s * ((c * x) * (c * (s * x))));
}
def code(x, c, s): return 1.0 / (s * ((c * x) * (c * (s * x))))
function code(x, c, s) return Float64(1.0 / Float64(s * Float64(Float64(c * x) * Float64(c * Float64(s * x))))) end
function tmp = code(x, c, s) tmp = 1.0 / (s * ((c * x) * (c * (s * x)))); end
code[x_, c_, s_] := N[(1.0 / N[(s * N[(N[(c * x), $MachinePrecision] * N[(c * N[(s * x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
\frac{1}{s \cdot \left(\left(c \cdot x\right) \cdot \left(c \cdot \left(s \cdot x\right)\right)\right)}
Initial program 66.3%
Taylor expanded in x around 0
Applied rewrites58.8%
lift-*.f64N/A
lift-pow.f64N/A
pow2N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-pow.f64N/A
pow2N/A
associate-*l*N/A
*-commutativeN/A
lift-*.f64N/A
associate-*r*N/A
lift-*.f64N/A
associate-*r*N/A
lift-*.f64N/A
associate-*r*N/A
lower-*.f64N/A
Applied rewrites65.4%
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
pow2N/A
lift-pow.f64N/A
associate-*l*N/A
*-commutativeN/A
lift-*.f64N/A
associate-*l*N/A
lift-*.f64N/A
lift-pow.f64N/A
pow2N/A
associate-*l*N/A
lower-*.f64N/A
lower-*.f6470.8%
Applied rewrites70.8%
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
*-commutativeN/A
lift-*.f64N/A
lift-*.f64N/A
associate-*r*N/A
*-commutativeN/A
lift-*.f64N/A
associate-*l*N/A
lift-*.f64N/A
associate-*r*N/A
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
lift-*.f64N/A
associate-*l*N/A
lower-*.f64N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f6476.0%
lift-*.f64N/A
*-commutativeN/A
lower-*.f6476.0%
Applied rewrites76.0%
herbie shell --seed 2025187
(FPCore (x c s)
:name "mixedcos"
:precision binary64
(/ (cos (* 2.0 x)) (* (pow c 2.0) (* (* x (pow s 2.0)) x))))