mixedcos

Percentage Accurate: 66.8% → 93.2%

Time: 3.1s

Alternatives: 10

Speedup: 4.2×

• 32.0% of points produce a very large (infinite) output. You may want to add a precondition.

Specification

Math

\[\begin{array}{l} \\ \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \end{array} \]

FPCore

(FPCore (x c s)
 :precision binary64
 (/ (cos (* 2.0 x)) (* (pow c 2.0) (* (* x (pow s 2.0)) x))))

C

double code(double x, double c, double s) {
	return cos((2.0 * x)) / (pow(c, 2.0) * ((x * pow(s, 2.0)) * x));
}

Fortran

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

Java

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));
}

Python

def code(x, c, s):
	return math.cos((2.0 * x)) / (math.pow(c, 2.0) * ((x * math.pow(s, 2.0)) * x))

Julia

function code(x, c, s)
	return Float64(cos(Float64(2.0 * x)) / Float64((c ^ 2.0) * Float64(Float64(x * (s ^ 2.0)) * x)))
end

MATLAB

function tmp = code(x, c, s)
	tmp = cos((2.0 * x)) / ((c ^ 2.0) * ((x * (s ^ 2.0)) * x));
end

Wolfram

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]

Initial Program: 66.8% accurate, 1.0× speedup

Math

\[\begin{array}{l} \\ \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \end{array} \]

FPCore

(FPCore (x c s)
 :precision binary64
 (/ (cos (* 2.0 x)) (* (pow c 2.0) (* (* x (pow s 2.0)) x))))

C

double code(double x, double c, double s) {
	return cos((2.0 * x)) / (pow(c, 2.0) * ((x * pow(s, 2.0)) * x));
}

Fortran

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

Java

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));
}

Python

def code(x, c, s):
	return math.cos((2.0 * x)) / (math.pow(c, 2.0) * ((x * math.pow(s, 2.0)) * x))

Julia

function code(x, c, s)
	return Float64(cos(Float64(2.0 * x)) / Float64((c ^ 2.0) * Float64(Float64(x * (s ^ 2.0)) * x)))
end

MATLAB

function tmp = code(x, c, s)
	tmp = cos((2.0 * x)) / ((c ^ 2.0) * ((x * (s ^ 2.0)) * x));
end

Wolfram

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]

Alternative 1: 93.2% accurate, 1.5× speedup

Math

\[\begin{array}{l} c_m = \left|c\right| \\ [x, c_m, s] = \mathsf{sort}([x, c_m, s])\\ \\ \frac{\cos \left(2 \cdot x\right)}{\left(c\_m \cdot \left(c\_m \cdot \left(s \cdot x\right)\right)\right) \cdot \left(s \cdot x\right)} \end{array} \]

FPCore

c_m = (fabs.f64 c)
NOTE: x, c_m, and s should be sorted in increasing order before calling this function.
(FPCore (x c_m s)
 :precision binary64
 (/ (cos (* 2.0 x)) (* (* c_m (* c_m (* s x))) (* s x))))

C

c_m = fabs(c);
assert(x < c_m && c_m < s);
double code(double x, double c_m, double s) {
	return cos((2.0 * x)) / ((c_m * (c_m * (s * x))) * (s * x));
}

Fortran

c_m =     private
NOTE: x, c_m, and s should be sorted in increasing order before calling this function.
module fmin_fmax_functions
    implicit none
    private
    public fmax
    public fmin

    interface fmax
        module procedure fmax88
        module procedure fmax44
        module procedure fmax84
        module procedure fmax48
    end interface
    interface fmin
        module procedure fmin88
        module procedure fmin44
        module procedure fmin84
        module procedure fmin48
    end interface
contains
    real(8) function fmax88(x, y) result (res)
        real(8), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(x, max(x, y), y /= y), x /= x)
    end function
    real(4) function fmax44(x, y) result (res)
        real(4), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(y, merge(x, max(x, y), y /= y), x /= x)
    end function
    real(8) function fmax84(x, y) result(res)
        real(8), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
    end function
    real(8) function fmax48(x, y) result(res)
        real(4), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
    end function
    real(8) function fmin88(x, y) result (res)
        real(8), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(x, min(x, y), y /= y), x /= x)
    end function
    real(4) function fmin44(x, y) result (res)
        real(4), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(y, merge(x, min(x, y), y /= y), x /= x)
    end function
    real(8) function fmin84(x, y) result(res)
        real(8), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
    end function
    real(8) function fmin48(x, y) result(res)
        real(4), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
    end function
end module

real(8) function code(x, c_m, s)
use fmin_fmax_functions
    real(8), intent (in) :: x
    real(8), intent (in) :: c_m
    real(8), intent (in) :: s
    code = cos((2.0d0 * x)) / ((c_m * (c_m * (s * x))) * (s * x))
end function

Java

c_m = Math.abs(c);
assert x < c_m && c_m < s;
public static double code(double x, double c_m, double s) {
	return Math.cos((2.0 * x)) / ((c_m * (c_m * (s * x))) * (s * x));
}

Python

c_m = math.fabs(c)
[x, c_m, s] = sort([x, c_m, s])
def code(x, c_m, s):
	return math.cos((2.0 * x)) / ((c_m * (c_m * (s * x))) * (s * x))

Julia

c_m = abs(c)
x, c_m, s = sort([x, c_m, s])
function code(x, c_m, s)
	return Float64(cos(Float64(2.0 * x)) / Float64(Float64(c_m * Float64(c_m * Float64(s * x))) * Float64(s * x)))
end

MATLAB

c_m = abs(c);
x, c_m, s = num2cell(sort([x, c_m, s])){:}
function tmp = code(x, c_m, s)
	tmp = cos((2.0 * x)) / ((c_m * (c_m * (s * x))) * (s * x));
end

Wolfram

c_m = N[Abs[c], $MachinePrecision]
NOTE: x, c_m, and s should be sorted in increasing order before calling this function.
code[x_, c$95$m_, s_] := N[(N[Cos[N[(2.0 * x), $MachinePrecision]], $MachinePrecision] / N[(N[(c$95$m * N[(c$95$m * N[(s * x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(s * x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]

Derivation

1. Initial program 66.8%

   \[\frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]
2. Step-by-step derivation

   1. lift-*.f64 N/A

      \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\color{blue}{\left(x \cdot {s}^{2}\right)} \cdot x\right)} \]

   2. lift-pow.f64 N/A

      \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(x \cdot \color{blue}{{s}^{2}}\right) \cdot x\right)} \]

   3. unpow2 N/A

      \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(x \cdot \color{blue}{\left(s \cdot s\right)}\right) \cdot x\right)} \]

   4. associate-*r* N/A

      \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\color{blue}{\left(\left(x \cdot s\right) \cdot s\right)} \cdot x\right)} \]

   5. lower-*.f64 N/A

      \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\color{blue}{\left(\left(x \cdot s\right) \cdot s\right)} \cdot x\right)} \]

   6. lower-*.f64 75.0

      \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(\color{blue}{\left(x \cdot s\right)} \cdot s\right) \cdot x\right)} \]

3. Applied rewrites 75.0%

   \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\color{blue}{\left(\left(x \cdot s\right) \cdot s\right)} \cdot x\right)} \]
4. Step-by-step derivation

   1. lift-*.f64 N/A

      \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \color{blue}{\left(\left(\left(x \cdot s\right) \cdot s\right) \cdot x\right)}} \]

   2. lift-*.f64 N/A

      \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\color{blue}{\left(\left(x \cdot s\right) \cdot s\right)} \cdot x\right)} \]

   3. associate-*l* N/A

      \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \color{blue}{\left(\left(x \cdot s\right) \cdot \left(s \cdot x\right)\right)}} \]

   4. *-commutative N/A

      \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(x \cdot s\right) \cdot \color{blue}{\left(x \cdot s\right)}\right)} \]

   5. lift-*.f64 N/A

      \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(x \cdot s\right) \cdot \color{blue}{\left(x \cdot s\right)}\right)} \]

   6. lower-*.f64 77.7

      \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \color{blue}{\left(\left(x \cdot s\right) \cdot \left(x \cdot s\right)\right)}} \]

   7. lift-*.f64 N/A

      \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\color{blue}{\left(x \cdot s\right)} \cdot \left(x \cdot s\right)\right)} \]

   8. *-commutative N/A

      \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\color{blue}{\left(s \cdot x\right)} \cdot \left(x \cdot s\right)\right)} \]

   9. lower-*.f64 77.7

      \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\color{blue}{\left(s \cdot x\right)} \cdot \left(x \cdot s\right)\right)} \]

   10. lift-*.f64 N/A

       \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(s \cdot x\right) \cdot \color{blue}{\left(x \cdot s\right)}\right)} \]

   11. *-commutative N/A

       \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(s \cdot x\right) \cdot \color{blue}{\left(s \cdot x\right)}\right)} \]

   12. lower-*.f64 77.7

       \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(s \cdot x\right) \cdot \color{blue}{\left(s \cdot x\right)}\right)} \]

5. Applied rewrites 77.7%

   \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \color{blue}{\left(\left(s \cdot x\right) \cdot \left(s \cdot x\right)\right)}} \]
6. Step-by-step derivation

   1. lift-*.f64 N/A

      \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{{c}^{2} \cdot \left(\left(s \cdot x\right) \cdot \left(s \cdot x\right)\right)}} \]

   2. lift-pow.f64 N/A

      \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{{c}^{2}} \cdot \left(\left(s \cdot x\right) \cdot \left(s \cdot x\right)\right)} \]

   3. pow2 N/A

      \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{\left(c \cdot c\right)} \cdot \left(\left(s \cdot x\right) \cdot \left(s \cdot x\right)\right)} \]

   4. lift-*.f64 N/A

      \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{\left(c \cdot c\right)} \cdot \left(\left(s \cdot x\right) \cdot \left(s \cdot x\right)\right)} \]

   5. lift-*.f64 N/A

      \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\left(c \cdot c\right) \cdot \color{blue}{\left(\left(s \cdot x\right) \cdot \left(s \cdot x\right)\right)}} \]

   6. associate-*r* N/A

      \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{\left(\left(c \cdot c\right) \cdot \left(s \cdot x\right)\right) \cdot \left(s \cdot x\right)}} \]

   7. lower-*.f64 N/A

      \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{\left(\left(c \cdot c\right) \cdot \left(s \cdot x\right)\right) \cdot \left(s \cdot x\right)}} \]

   8. lower-*.f64 81.6

      \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{\left(\left(c \cdot c\right) \cdot \left(s \cdot x\right)\right)} \cdot \left(s \cdot x\right)} \]

7. Applied rewrites 81.6%

   \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{\left(\left(c \cdot c\right) \cdot \left(s \cdot x\right)\right) \cdot \left(s \cdot x\right)}} \]
8. Step-by-step derivation

   1. lift-*.f64 N/A

      \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{\left(\left(c \cdot c\right) \cdot \left(s \cdot x\right)\right)} \cdot \left(s \cdot x\right)} \]

   2. lift-*.f64 N/A

      \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\left(\color{blue}{\left(c \cdot c\right)} \cdot \left(s \cdot x\right)\right) \cdot \left(s \cdot x\right)} \]

   3. associate-*l* N/A

      \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{\left(c \cdot \left(c \cdot \left(s \cdot x\right)\right)\right)} \cdot \left(s \cdot x\right)} \]

   4. lower-*.f64 N/A

      \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{\left(c \cdot \left(c \cdot \left(s \cdot x\right)\right)\right)} \cdot \left(s \cdot x\right)} \]

   5. lower-*.f64 93.2

      \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\left(c \cdot \color{blue}{\left(c \cdot \left(s \cdot x\right)\right)}\right) \cdot \left(s \cdot x\right)} \]

9. Applied rewrites 93.2%

   \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{\left(c \cdot \left(c \cdot \left(s \cdot x\right)\right)\right)} \cdot \left(s \cdot x\right)} \]
10. Add Preprocessing

Alternative 2: 83.2% accurate, 1.4× speedup

Math

\[\begin{array}{l} c_m = \left|c\right| \\ [x, c_m, s] = \mathsf{sort}([x, c_m, s])\\ \\ \begin{array}{l} t_0 := \cos \left(x + x\right)\\ \mathbf{if}\;x \leq 6.2 \cdot 10^{+47}:\\ \;\;\;\;\frac{t\_0}{\left(\left(c\_m \cdot c\_m\right) \cdot \left(s \cdot x\right)\right) \cdot \left(s \cdot x\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{t\_0}{\left(\left(s \cdot s\right) \cdot x\right) \cdot \left(\left(x \cdot c\_m\right) \cdot c\_m\right)}\\ \end{array} \end{array} \]

FPCore

c_m = (fabs.f64 c)
NOTE: x, c_m, and s should be sorted in increasing order before calling this function.
(FPCore (x c_m s)
 :precision binary64
 (let* ((t_0 (cos (+ x x))))
   (if (<= x 6.2e+47)
     (/ t_0 (* (* (* c_m c_m) (* s x)) (* s x)))
     (/ t_0 (* (* (* s s) x) (* (* x c_m) c_m))))))

C

c_m = fabs(c);
assert(x < c_m && c_m < s);
double code(double x, double c_m, double s) {
	double t_0 = cos((x + x));
	double tmp;
	if (x <= 6.2e+47) {
		tmp = t_0 / (((c_m * c_m) * (s * x)) * (s * x));
	} else {
		tmp = t_0 / (((s * s) * x) * ((x * c_m) * c_m));
	}
	return tmp;
}

Fortran

c_m =     private
NOTE: x, c_m, and s should be sorted in increasing order before calling this function.
module fmin_fmax_functions
    implicit none
    private
    public fmax
    public fmin

    interface fmax
        module procedure fmax88
        module procedure fmax44
        module procedure fmax84
        module procedure fmax48
    end interface
    interface fmin
        module procedure fmin88
        module procedure fmin44
        module procedure fmin84
        module procedure fmin48
    end interface
contains
    real(8) function fmax88(x, y) result (res)
        real(8), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(x, max(x, y), y /= y), x /= x)
    end function
    real(4) function fmax44(x, y) result (res)
        real(4), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(y, merge(x, max(x, y), y /= y), x /= x)
    end function
    real(8) function fmax84(x, y) result(res)
        real(8), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
    end function
    real(8) function fmax48(x, y) result(res)
        real(4), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
    end function
    real(8) function fmin88(x, y) result (res)
        real(8), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(x, min(x, y), y /= y), x /= x)
    end function
    real(4) function fmin44(x, y) result (res)
        real(4), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(y, merge(x, min(x, y), y /= y), x /= x)
    end function
    real(8) function fmin84(x, y) result(res)
        real(8), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
    end function
    real(8) function fmin48(x, y) result(res)
        real(4), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
    end function
end module

real(8) function code(x, c_m, s)
use fmin_fmax_functions
    real(8), intent (in) :: x
    real(8), intent (in) :: c_m
    real(8), intent (in) :: s
    real(8) :: t_0
    real(8) :: tmp
    t_0 = cos((x + x))
    if (x <= 6.2d+47) then
        tmp = t_0 / (((c_m * c_m) * (s * x)) * (s * x))
    else
        tmp = t_0 / (((s * s) * x) * ((x * c_m) * c_m))
    end if
    code = tmp
end function

Java

c_m = Math.abs(c);
assert x < c_m && c_m < s;
public static double code(double x, double c_m, double s) {
	double t_0 = Math.cos((x + x));
	double tmp;
	if (x <= 6.2e+47) {
		tmp = t_0 / (((c_m * c_m) * (s * x)) * (s * x));
	} else {
		tmp = t_0 / (((s * s) * x) * ((x * c_m) * c_m));
	}
	return tmp;
}

Python

c_m = math.fabs(c)
[x, c_m, s] = sort([x, c_m, s])
def code(x, c_m, s):
	t_0 = math.cos((x + x))
	tmp = 0
	if x <= 6.2e+47:
		tmp = t_0 / (((c_m * c_m) * (s * x)) * (s * x))
	else:
		tmp = t_0 / (((s * s) * x) * ((x * c_m) * c_m))
	return tmp

Julia

c_m = abs(c)
x, c_m, s = sort([x, c_m, s])
function code(x, c_m, s)
	t_0 = cos(Float64(x + x))
	tmp = 0.0
	if (x <= 6.2e+47)
		tmp = Float64(t_0 / Float64(Float64(Float64(c_m * c_m) * Float64(s * x)) * Float64(s * x)));
	else
		tmp = Float64(t_0 / Float64(Float64(Float64(s * s) * x) * Float64(Float64(x * c_m) * c_m)));
	end
	return tmp
end

MATLAB

c_m = abs(c);
x, c_m, s = num2cell(sort([x, c_m, s])){:}
function tmp_2 = code(x, c_m, s)
	t_0 = cos((x + x));
	tmp = 0.0;
	if (x <= 6.2e+47)
		tmp = t_0 / (((c_m * c_m) * (s * x)) * (s * x));
	else
		tmp = t_0 / (((s * s) * x) * ((x * c_m) * c_m));
	end
	tmp_2 = tmp;
end

Wolfram

c_m = N[Abs[c], $MachinePrecision]
NOTE: x, c_m, and s should be sorted in increasing order before calling this function.
code[x_, c$95$m_, s_] := Block[{t$95$0 = N[Cos[N[(x + x), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[x, 6.2e+47], N[(t$95$0 / N[(N[(N[(c$95$m * c$95$m), $MachinePrecision] * N[(s * x), $MachinePrecision]), $MachinePrecision] * N[(s * x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(t$95$0 / N[(N[(N[(s * s), $MachinePrecision] * x), $MachinePrecision] * N[(N[(x * c$95$m), $MachinePrecision] * c$95$m), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]

Derivation

1. Split input into 2 regimes

2. if x < 6.2000000000000001e47

   1. Initial program 66.8%

      \[\frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]
   2. Step-by-step derivation

      1. lift-*.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\color{blue}{\left(x \cdot {s}^{2}\right)} \cdot x\right)} \]

      2. lift-pow.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(x \cdot \color{blue}{{s}^{2}}\right) \cdot x\right)} \]

      3. unpow2 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(x \cdot \color{blue}{\left(s \cdot s\right)}\right) \cdot x\right)} \]

      4. associate-*r* N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\color{blue}{\left(\left(x \cdot s\right) \cdot s\right)} \cdot x\right)} \]

      5. lower-*.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\color{blue}{\left(\left(x \cdot s\right) \cdot s\right)} \cdot x\right)} \]

      6. lower-*.f64 75.0

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(\color{blue}{\left(x \cdot s\right)} \cdot s\right) \cdot x\right)} \]

   3. Applied rewrites 75.0%

      \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\color{blue}{\left(\left(x \cdot s\right) \cdot s\right)} \cdot x\right)} \]
   4. Step-by-step derivation

      1. lift-*.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \color{blue}{\left(\left(\left(x \cdot s\right) \cdot s\right) \cdot x\right)}} \]

      2. lift-*.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\color{blue}{\left(\left(x \cdot s\right) \cdot s\right)} \cdot x\right)} \]

      3. associate-*l* N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \color{blue}{\left(\left(x \cdot s\right) \cdot \left(s \cdot x\right)\right)}} \]

      4. *-commutative N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(x \cdot s\right) \cdot \color{blue}{\left(x \cdot s\right)}\right)} \]

      5. lift-*.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(x \cdot s\right) \cdot \color{blue}{\left(x \cdot s\right)}\right)} \]

      6. lower-*.f64 77.7

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \color{blue}{\left(\left(x \cdot s\right) \cdot \left(x \cdot s\right)\right)}} \]

      7. lift-*.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\color{blue}{\left(x \cdot s\right)} \cdot \left(x \cdot s\right)\right)} \]

      8. *-commutative N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\color{blue}{\left(s \cdot x\right)} \cdot \left(x \cdot s\right)\right)} \]

      9. lower-*.f64 77.7

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\color{blue}{\left(s \cdot x\right)} \cdot \left(x \cdot s\right)\right)} \]

      10. lift-*.f64 N/A

          \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(s \cdot x\right) \cdot \color{blue}{\left(x \cdot s\right)}\right)} \]

      11. *-commutative N/A

          \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(s \cdot x\right) \cdot \color{blue}{\left(s \cdot x\right)}\right)} \]

      12. lower-*.f64 77.7

          \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(s \cdot x\right) \cdot \color{blue}{\left(s \cdot x\right)}\right)} \]

   5. Applied rewrites 77.7%

      \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \color{blue}{\left(\left(s \cdot x\right) \cdot \left(s \cdot x\right)\right)}} \]
   6. Step-by-step derivation

      1. lift-*.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{{c}^{2} \cdot \left(\left(s \cdot x\right) \cdot \left(s \cdot x\right)\right)}} \]

      2. lift-pow.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{{c}^{2}} \cdot \left(\left(s \cdot x\right) \cdot \left(s \cdot x\right)\right)} \]

      3. pow2 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{\left(c \cdot c\right)} \cdot \left(\left(s \cdot x\right) \cdot \left(s \cdot x\right)\right)} \]

      4. lift-*.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{\left(c \cdot c\right)} \cdot \left(\left(s \cdot x\right) \cdot \left(s \cdot x\right)\right)} \]

      5. lift-*.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\left(c \cdot c\right) \cdot \color{blue}{\left(\left(s \cdot x\right) \cdot \left(s \cdot x\right)\right)}} \]

      6. associate-*r* N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{\left(\left(c \cdot c\right) \cdot \left(s \cdot x\right)\right) \cdot \left(s \cdot x\right)}} \]

      7. lower-*.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{\left(\left(c \cdot c\right) \cdot \left(s \cdot x\right)\right) \cdot \left(s \cdot x\right)}} \]

      8. lower-*.f64 81.6

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{\left(\left(c \cdot c\right) \cdot \left(s \cdot x\right)\right)} \cdot \left(s \cdot x\right)} \]

   7. Applied rewrites 81.6%

      \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{\left(\left(c \cdot c\right) \cdot \left(s \cdot x\right)\right) \cdot \left(s \cdot x\right)}} \]
   8. Step-by-step derivation

      1. lift-*.f64 N/A

         \[\leadsto \frac{\cos \color{blue}{\left(2 \cdot x\right)}}{\left(\left(c \cdot c\right) \cdot \left(s \cdot x\right)\right) \cdot \left(s \cdot x\right)} \]

      2. count-2-rev N/A

         \[\leadsto \frac{\cos \color{blue}{\left(x + x\right)}}{\left(\left(c \cdot c\right) \cdot \left(s \cdot x\right)\right) \cdot \left(s \cdot x\right)} \]

      3. lift-+.f64 81.6

         \[\leadsto \frac{\cos \color{blue}{\left(x + x\right)}}{\left(\left(c \cdot c\right) \cdot \left(s \cdot x\right)\right) \cdot \left(s \cdot x\right)} \]

   9. Applied rewrites 81.6%

      \[\leadsto \frac{\color{blue}{\cos \left(x + x\right)}}{\left(\left(c \cdot c\right) \cdot \left(s \cdot x\right)\right) \cdot \left(s \cdot x\right)} \]

   if 6.2000000000000001e47 < x

   1. Initial program 66.8%

      \[\frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]
   2. Step-by-step derivation

      1. lift-*.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)}} \]

      2. *-commutative N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{\left(\left(x \cdot {s}^{2}\right) \cdot x\right) \cdot {c}^{2}}} \]

      3. lift-*.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{\left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \cdot {c}^{2}} \]

      4. associate-*l* N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{\left(x \cdot {s}^{2}\right) \cdot \left(x \cdot {c}^{2}\right)}} \]

      5. lower-*.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{\left(x \cdot {s}^{2}\right) \cdot \left(x \cdot {c}^{2}\right)}} \]

      6. lift-*.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{\left(x \cdot {s}^{2}\right)} \cdot \left(x \cdot {c}^{2}\right)} \]

      7. *-commutative N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{\left({s}^{2} \cdot x\right)} \cdot \left(x \cdot {c}^{2}\right)} \]

      8. lower-*.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{\left({s}^{2} \cdot x\right)} \cdot \left(x \cdot {c}^{2}\right)} \]

      9. lift-pow.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\left(\color{blue}{{s}^{2}} \cdot x\right) \cdot \left(x \cdot {c}^{2}\right)} \]

      10. unpow2 N/A

          \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\left(\color{blue}{\left(s \cdot s\right)} \cdot x\right) \cdot \left(x \cdot {c}^{2}\right)} \]

      11. lower-*.f64 N/A

          \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\left(\color{blue}{\left(s \cdot s\right)} \cdot x\right) \cdot \left(x \cdot {c}^{2}\right)} \]

      12. lower-*.f64 68.5

          \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\left(\left(s \cdot s\right) \cdot x\right) \cdot \color{blue}{\left(x \cdot {c}^{2}\right)}} \]

      13. lift-pow.f64 N/A

          \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\left(\left(s \cdot s\right) \cdot x\right) \cdot \left(x \cdot \color{blue}{{c}^{2}}\right)} \]

      14. unpow2 N/A

          \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\left(\left(s \cdot s\right) \cdot x\right) \cdot \left(x \cdot \color{blue}{\left(c \cdot c\right)}\right)} \]

      15. lower-*.f64 68.5

          \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\left(\left(s \cdot s\right) \cdot x\right) \cdot \left(x \cdot \color{blue}{\left(c \cdot c\right)}\right)} \]

   3. Applied rewrites 68.5%

      \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{\left(\left(s \cdot s\right) \cdot x\right) \cdot \left(x \cdot \left(c \cdot c\right)\right)}} \]
   4. Step-by-step derivation

      1. lift-*.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\left(\left(s \cdot s\right) \cdot x\right) \cdot \color{blue}{\left(x \cdot \left(c \cdot c\right)\right)}} \]

      2. lift-*.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\left(\left(s \cdot s\right) \cdot x\right) \cdot \left(x \cdot \color{blue}{\left(c \cdot c\right)}\right)} \]

      3. associate-*r* N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\left(\left(s \cdot s\right) \cdot x\right) \cdot \color{blue}{\left(\left(x \cdot c\right) \cdot c\right)}} \]

      4. lower-*.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\left(\left(s \cdot s\right) \cdot x\right) \cdot \color{blue}{\left(\left(x \cdot c\right) \cdot c\right)}} \]

      5. lower-*.f64 74.7

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\left(\left(s \cdot s\right) \cdot x\right) \cdot \left(\color{blue}{\left(x \cdot c\right)} \cdot c\right)} \]

   5. Applied rewrites 74.7%

      \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\left(\left(s \cdot s\right) \cdot x\right) \cdot \color{blue}{\left(\left(x \cdot c\right) \cdot c\right)}} \]
   6. Step-by-step derivation

      1. lift-*.f64 N/A

         \[\leadsto \frac{\cos \color{blue}{\left(2 \cdot x\right)}}{\left(\left(s \cdot s\right) \cdot x\right) \cdot \left(\left(x \cdot c\right) \cdot c\right)} \]

      2. count-2-rev N/A

         \[\leadsto \frac{\cos \color{blue}{\left(x + x\right)}}{\left(\left(s \cdot s\right) \cdot x\right) \cdot \left(\left(x \cdot c\right) \cdot c\right)} \]

      3. lift-+.f64 74.7

         \[\leadsto \frac{\cos \color{blue}{\left(x + x\right)}}{\left(\left(s \cdot s\right) \cdot x\right) \cdot \left(\left(x \cdot c\right) \cdot c\right)} \]

   7. Applied rewrites 74.7%

      \[\leadsto \frac{\color{blue}{\cos \left(x + x\right)}}{\left(\left(s \cdot s\right) \cdot x\right) \cdot \left(\left(x \cdot c\right) \cdot c\right)} \]
3. Recombined 2 regimes into one program.
4. Add Preprocessing

Alternative 3: 82.1% accurate, 0.6× speedup

Math

\[\begin{array}{l} c_m = \left|c\right| \\ [x, c_m, s] = \mathsf{sort}([x, c_m, s])\\ \\ \begin{array}{l} \mathbf{if}\;\frac{\cos \left(2 \cdot x\right)}{{c\_m}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \leq 5 \cdot 10^{+152}:\\ \;\;\;\;\frac{\cos \left(x + x\right)}{\left(\left(c\_m \cdot c\_m\right) \cdot \left(s \cdot x\right)\right) \cdot \left(s \cdot x\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{1}{\left(\left(\left(s \cdot \left(s \cdot x\right)\right) \cdot x\right) \cdot c\_m\right) \cdot c\_m}\\ \end{array} \end{array} \]

FPCore

c_m = (fabs.f64 c)
NOTE: x, c_m, and s should be sorted in increasing order before calling this function.
(FPCore (x c_m s)
 :precision binary64
 (if (<= (/ (cos (* 2.0 x)) (* (pow c_m 2.0) (* (* x (pow s 2.0)) x))) 5e+152)
   (/ (cos (+ x x)) (* (* (* c_m c_m) (* s x)) (* s x)))
   (/ 1.0 (* (* (* (* s (* s x)) x) c_m) c_m))))

C

c_m = fabs(c);
assert(x < c_m && c_m < s);
double code(double x, double c_m, double s) {
	double tmp;
	if ((cos((2.0 * x)) / (pow(c_m, 2.0) * ((x * pow(s, 2.0)) * x))) <= 5e+152) {
		tmp = cos((x + x)) / (((c_m * c_m) * (s * x)) * (s * x));
	} else {
		tmp = 1.0 / ((((s * (s * x)) * x) * c_m) * c_m);
	}
	return tmp;
}

Fortran

c_m =     private
NOTE: x, c_m, and s should be sorted in increasing order before calling this function.
module fmin_fmax_functions
    implicit none
    private
    public fmax
    public fmin

    interface fmax
        module procedure fmax88
        module procedure fmax44
        module procedure fmax84
        module procedure fmax48
    end interface
    interface fmin
        module procedure fmin88
        module procedure fmin44
        module procedure fmin84
        module procedure fmin48
    end interface
contains
    real(8) function fmax88(x, y) result (res)
        real(8), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(x, max(x, y), y /= y), x /= x)
    end function
    real(4) function fmax44(x, y) result (res)
        real(4), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(y, merge(x, max(x, y), y /= y), x /= x)
    end function
    real(8) function fmax84(x, y) result(res)
        real(8), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
    end function
    real(8) function fmax48(x, y) result(res)
        real(4), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
    end function
    real(8) function fmin88(x, y) result (res)
        real(8), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(x, min(x, y), y /= y), x /= x)
    end function
    real(4) function fmin44(x, y) result (res)
        real(4), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(y, merge(x, min(x, y), y /= y), x /= x)
    end function
    real(8) function fmin84(x, y) result(res)
        real(8), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
    end function
    real(8) function fmin48(x, y) result(res)
        real(4), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
    end function
end module

real(8) function code(x, c_m, s)
use fmin_fmax_functions
    real(8), intent (in) :: x
    real(8), intent (in) :: c_m
    real(8), intent (in) :: s
    real(8) :: tmp
    if ((cos((2.0d0 * x)) / ((c_m ** 2.0d0) * ((x * (s ** 2.0d0)) * x))) <= 5d+152) then
        tmp = cos((x + x)) / (((c_m * c_m) * (s * x)) * (s * x))
    else
        tmp = 1.0d0 / ((((s * (s * x)) * x) * c_m) * c_m)
    end if
    code = tmp
end function

Java

c_m = Math.abs(c);
assert x < c_m && c_m < s;
public static double code(double x, double c_m, double s) {
	double tmp;
	if ((Math.cos((2.0 * x)) / (Math.pow(c_m, 2.0) * ((x * Math.pow(s, 2.0)) * x))) <= 5e+152) {
		tmp = Math.cos((x + x)) / (((c_m * c_m) * (s * x)) * (s * x));
	} else {
		tmp = 1.0 / ((((s * (s * x)) * x) * c_m) * c_m);
	}
	return tmp;
}

Python

c_m = math.fabs(c)
[x, c_m, s] = sort([x, c_m, s])
def code(x, c_m, s):
	tmp = 0
	if (math.cos((2.0 * x)) / (math.pow(c_m, 2.0) * ((x * math.pow(s, 2.0)) * x))) <= 5e+152:
		tmp = math.cos((x + x)) / (((c_m * c_m) * (s * x)) * (s * x))
	else:
		tmp = 1.0 / ((((s * (s * x)) * x) * c_m) * c_m)
	return tmp

Julia

c_m = abs(c)
x, c_m, s = sort([x, c_m, s])
function code(x, c_m, s)
	tmp = 0.0
	if (Float64(cos(Float64(2.0 * x)) / Float64((c_m ^ 2.0) * Float64(Float64(x * (s ^ 2.0)) * x))) <= 5e+152)
		tmp = Float64(cos(Float64(x + x)) / Float64(Float64(Float64(c_m * c_m) * Float64(s * x)) * Float64(s * x)));
	else
		tmp = Float64(1.0 / Float64(Float64(Float64(Float64(s * Float64(s * x)) * x) * c_m) * c_m));
	end
	return tmp
end

MATLAB

c_m = abs(c);
x, c_m, s = num2cell(sort([x, c_m, s])){:}
function tmp_2 = code(x, c_m, s)
	tmp = 0.0;
	if ((cos((2.0 * x)) / ((c_m ^ 2.0) * ((x * (s ^ 2.0)) * x))) <= 5e+152)
		tmp = cos((x + x)) / (((c_m * c_m) * (s * x)) * (s * x));
	else
		tmp = 1.0 / ((((s * (s * x)) * x) * c_m) * c_m);
	end
	tmp_2 = tmp;
end

Wolfram

c_m = N[Abs[c], $MachinePrecision]
NOTE: x, c_m, and s should be sorted in increasing order before calling this function.
code[x_, c$95$m_, s_] := If[LessEqual[N[(N[Cos[N[(2.0 * x), $MachinePrecision]], $MachinePrecision] / N[(N[Power[c$95$m, 2.0], $MachinePrecision] * N[(N[(x * N[Power[s, 2.0], $MachinePrecision]), $MachinePrecision] * x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], 5e+152], N[(N[Cos[N[(x + x), $MachinePrecision]], $MachinePrecision] / N[(N[(N[(c$95$m * c$95$m), $MachinePrecision] * N[(s * x), $MachinePrecision]), $MachinePrecision] * N[(s * x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(1.0 / N[(N[(N[(N[(s * N[(s * x), $MachinePrecision]), $MachinePrecision] * x), $MachinePrecision] * c$95$m), $MachinePrecision] * c$95$m), $MachinePrecision]), $MachinePrecision]]

Derivation

1. Split input into 2 regimes

2. 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))) < 5e152

   1. Initial program 66.8%

      \[\frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]
   2. Step-by-step derivation

      1. lift-*.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\color{blue}{\left(x \cdot {s}^{2}\right)} \cdot x\right)} \]

      2. lift-pow.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(x \cdot \color{blue}{{s}^{2}}\right) \cdot x\right)} \]

      3. unpow2 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(x \cdot \color{blue}{\left(s \cdot s\right)}\right) \cdot x\right)} \]

      4. associate-*r* N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\color{blue}{\left(\left(x \cdot s\right) \cdot s\right)} \cdot x\right)} \]

      5. lower-*.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\color{blue}{\left(\left(x \cdot s\right) \cdot s\right)} \cdot x\right)} \]

      6. lower-*.f64 75.0

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(\color{blue}{\left(x \cdot s\right)} \cdot s\right) \cdot x\right)} \]

   3. Applied rewrites 75.0%

      \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\color{blue}{\left(\left(x \cdot s\right) \cdot s\right)} \cdot x\right)} \]
   4. Step-by-step derivation

      1. lift-*.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \color{blue}{\left(\left(\left(x \cdot s\right) \cdot s\right) \cdot x\right)}} \]

      2. lift-*.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\color{blue}{\left(\left(x \cdot s\right) \cdot s\right)} \cdot x\right)} \]

      3. associate-*l* N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \color{blue}{\left(\left(x \cdot s\right) \cdot \left(s \cdot x\right)\right)}} \]

      4. *-commutative N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(x \cdot s\right) \cdot \color{blue}{\left(x \cdot s\right)}\right)} \]

      5. lift-*.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(x \cdot s\right) \cdot \color{blue}{\left(x \cdot s\right)}\right)} \]

      6. lower-*.f64 77.7

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \color{blue}{\left(\left(x \cdot s\right) \cdot \left(x \cdot s\right)\right)}} \]

      7. lift-*.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\color{blue}{\left(x \cdot s\right)} \cdot \left(x \cdot s\right)\right)} \]

      8. *-commutative N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\color{blue}{\left(s \cdot x\right)} \cdot \left(x \cdot s\right)\right)} \]

      9. lower-*.f64 77.7

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\color{blue}{\left(s \cdot x\right)} \cdot \left(x \cdot s\right)\right)} \]

      10. lift-*.f64 N/A

          \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(s \cdot x\right) \cdot \color{blue}{\left(x \cdot s\right)}\right)} \]

      11. *-commutative N/A

          \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(s \cdot x\right) \cdot \color{blue}{\left(s \cdot x\right)}\right)} \]

      12. lower-*.f64 77.7

          \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(s \cdot x\right) \cdot \color{blue}{\left(s \cdot x\right)}\right)} \]

   5. Applied rewrites 77.7%

      \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \color{blue}{\left(\left(s \cdot x\right) \cdot \left(s \cdot x\right)\right)}} \]
   6. Step-by-step derivation

      1. lift-*.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{{c}^{2} \cdot \left(\left(s \cdot x\right) \cdot \left(s \cdot x\right)\right)}} \]

      2. lift-pow.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{{c}^{2}} \cdot \left(\left(s \cdot x\right) \cdot \left(s \cdot x\right)\right)} \]

      3. pow2 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{\left(c \cdot c\right)} \cdot \left(\left(s \cdot x\right) \cdot \left(s \cdot x\right)\right)} \]

      4. lift-*.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{\left(c \cdot c\right)} \cdot \left(\left(s \cdot x\right) \cdot \left(s \cdot x\right)\right)} \]

      5. lift-*.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\left(c \cdot c\right) \cdot \color{blue}{\left(\left(s \cdot x\right) \cdot \left(s \cdot x\right)\right)}} \]

      6. associate-*r* N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{\left(\left(c \cdot c\right) \cdot \left(s \cdot x\right)\right) \cdot \left(s \cdot x\right)}} \]

      7. lower-*.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{\left(\left(c \cdot c\right) \cdot \left(s \cdot x\right)\right) \cdot \left(s \cdot x\right)}} \]

      8. lower-*.f64 81.6

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{\left(\left(c \cdot c\right) \cdot \left(s \cdot x\right)\right)} \cdot \left(s \cdot x\right)} \]

   7. Applied rewrites 81.6%

      \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{\left(\left(c \cdot c\right) \cdot \left(s \cdot x\right)\right) \cdot \left(s \cdot x\right)}} \]
   8. Step-by-step derivation

      1. lift-*.f64 N/A

         \[\leadsto \frac{\cos \color{blue}{\left(2 \cdot x\right)}}{\left(\left(c \cdot c\right) \cdot \left(s \cdot x\right)\right) \cdot \left(s \cdot x\right)} \]

      2. count-2-rev N/A

         \[\leadsto \frac{\cos \color{blue}{\left(x + x\right)}}{\left(\left(c \cdot c\right) \cdot \left(s \cdot x\right)\right) \cdot \left(s \cdot x\right)} \]

      3. lift-+.f64 81.6

         \[\leadsto \frac{\cos \color{blue}{\left(x + x\right)}}{\left(\left(c \cdot c\right) \cdot \left(s \cdot x\right)\right) \cdot \left(s \cdot x\right)} \]

   9. Applied rewrites 81.6%

      \[\leadsto \frac{\color{blue}{\cos \left(x + x\right)}}{\left(\left(c \cdot c\right) \cdot \left(s \cdot x\right)\right) \cdot \left(s \cdot x\right)} \]

   if 5e152 < (/.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)))

   1. Initial program 66.8%

      \[\frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]

   2. Taylor expanded in x around 0

      \[\leadsto \frac{\color{blue}{1}}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]
   3. Step-by-step derivation

   4. Applied rewrites 59.2%

      \[\leadsto \frac{\color{blue}{1}}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]
   5. Step-by-step derivation

      1. lift-*.f64 N/A

         \[\leadsto \frac{1}{\color{blue}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)}} \]

      2. lift-pow.f64 N/A

         \[\leadsto \frac{1}{\color{blue}{{c}^{2}} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]

      3. pow2 N/A

         \[\leadsto \frac{1}{\color{blue}{\left(c \cdot c\right)} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]

      4. lift-*.f64 N/A

         \[\leadsto \frac{1}{\color{blue}{\left(c \cdot c\right)} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]

      5. *-commutative N/A

         \[\leadsto \frac{1}{\color{blue}{\left(\left(x \cdot {s}^{2}\right) \cdot x\right) \cdot \left(c \cdot c\right)}} \]

      6. lift-*.f64 N/A

         \[\leadsto \frac{1}{\color{blue}{\left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \cdot \left(c \cdot c\right)} \]

      7. lift-*.f64 N/A

         \[\leadsto \frac{1}{\left(\color{blue}{\left(x \cdot {s}^{2}\right)} \cdot x\right) \cdot \left(c \cdot c\right)} \]

      8. lift-pow.f64 N/A

         \[\leadsto \frac{1}{\left(\left(x \cdot \color{blue}{{s}^{2}}\right) \cdot x\right) \cdot \left(c \cdot c\right)} \]

      9. pow2 N/A

         \[\leadsto \frac{1}{\left(\left(x \cdot \color{blue}{\left(s \cdot s\right)}\right) \cdot x\right) \cdot \left(c \cdot c\right)} \]

      10. lift-*.f64 N/A

          \[\leadsto \frac{1}{\left(\left(x \cdot \color{blue}{\left(s \cdot s\right)}\right) \cdot x\right) \cdot \left(c \cdot c\right)} \]

      11. *-commutative N/A

          \[\leadsto \frac{1}{\left(\color{blue}{\left(\left(s \cdot s\right) \cdot x\right)} \cdot x\right) \cdot \left(c \cdot c\right)} \]

      12. lift-*.f64 N/A

          \[\leadsto \frac{1}{\left(\color{blue}{\left(\left(s \cdot s\right) \cdot x\right)} \cdot x\right) \cdot \left(c \cdot c\right)} \]

      13. lift-*.f64 N/A

          \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right)} \cdot \left(c \cdot c\right)} \]

      14. lift-*.f64 N/A

          \[\leadsto \frac{1}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot \color{blue}{\left(c \cdot c\right)}} \]

      15. associate-*r* N/A

          \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right) \cdot c}} \]

      16. lower-*.f64 N/A

          \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right) \cdot c}} \]

      17. lower-*.f64 64.2

          \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right)} \cdot c} \]

   6. Applied rewrites 64.2%

      \[\leadsto \color{blue}{\frac{1}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right) \cdot c}} \]
   7. Step-by-step derivation

      1. lift-*.f64 N/A

         \[\leadsto \frac{1}{\left(\left(\color{blue}{\left(\left(s \cdot s\right) \cdot x\right)} \cdot x\right) \cdot c\right) \cdot c} \]

      2. lift-*.f64 N/A

         \[\leadsto \frac{1}{\left(\left(\left(\color{blue}{\left(s \cdot s\right)} \cdot x\right) \cdot x\right) \cdot c\right) \cdot c} \]

      3. associate-*l* N/A

         \[\leadsto \frac{1}{\left(\left(\color{blue}{\left(s \cdot \left(s \cdot x\right)\right)} \cdot x\right) \cdot c\right) \cdot c} \]

      4. lift-*.f64 N/A

         \[\leadsto \frac{1}{\left(\left(\left(s \cdot \color{blue}{\left(s \cdot x\right)}\right) \cdot x\right) \cdot c\right) \cdot c} \]

      5. lower-*.f64 71.6

         \[\leadsto \frac{1}{\left(\left(\color{blue}{\left(s \cdot \left(s \cdot x\right)\right)} \cdot x\right) \cdot c\right) \cdot c} \]

   8. Applied rewrites 71.6%

      \[\leadsto \frac{1}{\left(\left(\color{blue}{\left(s \cdot \left(s \cdot x\right)\right)} \cdot x\right) \cdot c\right) \cdot c} \]
3. Recombined 2 regimes into one program.
4. Add Preprocessing

Alternative 4: 72.2% accurate, 2.3× speedup

Math

\[\begin{array}{l} c_m = \left|c\right| \\ [x, c_m, s] = \mathsf{sort}([x, c_m, s])\\ \\ \begin{array}{l} \mathbf{if}\;x \leq 4.3 \cdot 10^{-219}:\\ \;\;\;\;\frac{1}{\left(\left(\left(s \cdot \left(s \cdot x\right)\right) \cdot x\right) \cdot c\_m\right) \cdot c\_m}\\ \mathbf{elif}\;x \leq 3.05 \cdot 10^{+65}:\\ \;\;\;\;\frac{\mathsf{fma}\left(x \cdot x, -2, 1\right)}{\left(\left(s \cdot \left(\left(s \cdot x\right) \cdot x\right)\right) \cdot c\_m\right) \cdot c\_m}\\ \mathbf{else}:\\ \;\;\;\;\frac{1}{\left(\left(s \cdot s\right) \cdot \left(x \cdot \left(c\_m \cdot x\right)\right)\right) \cdot c\_m}\\ \end{array} \end{array} \]

FPCore

c_m = (fabs.f64 c)
NOTE: x, c_m, and s should be sorted in increasing order before calling this function.
(FPCore (x c_m s)
 :precision binary64
 (if (<= x 4.3e-219)
   (/ 1.0 (* (* (* (* s (* s x)) x) c_m) c_m))
   (if (<= x 3.05e+65)
     (/ (fma (* x x) -2.0 1.0) (* (* (* s (* (* s x) x)) c_m) c_m))
     (/ 1.0 (* (* (* s s) (* x (* c_m x))) c_m)))))

C

c_m = fabs(c);
assert(x < c_m && c_m < s);
double code(double x, double c_m, double s) {
	double tmp;
	if (x <= 4.3e-219) {
		tmp = 1.0 / ((((s * (s * x)) * x) * c_m) * c_m);
	} else if (x <= 3.05e+65) {
		tmp = fma((x * x), -2.0, 1.0) / (((s * ((s * x) * x)) * c_m) * c_m);
	} else {
		tmp = 1.0 / (((s * s) * (x * (c_m * x))) * c_m);
	}
	return tmp;
}

Julia

c_m = abs(c)
x, c_m, s = sort([x, c_m, s])
function code(x, c_m, s)
	tmp = 0.0
	if (x <= 4.3e-219)
		tmp = Float64(1.0 / Float64(Float64(Float64(Float64(s * Float64(s * x)) * x) * c_m) * c_m));
	elseif (x <= 3.05e+65)
		tmp = Float64(fma(Float64(x * x), -2.0, 1.0) / Float64(Float64(Float64(s * Float64(Float64(s * x) * x)) * c_m) * c_m));
	else
		tmp = Float64(1.0 / Float64(Float64(Float64(s * s) * Float64(x * Float64(c_m * x))) * c_m));
	end
	return tmp
end

Wolfram

c_m = N[Abs[c], $MachinePrecision]
NOTE: x, c_m, and s should be sorted in increasing order before calling this function.
code[x_, c$95$m_, s_] := If[LessEqual[x, 4.3e-219], N[(1.0 / N[(N[(N[(N[(s * N[(s * x), $MachinePrecision]), $MachinePrecision] * x), $MachinePrecision] * c$95$m), $MachinePrecision] * c$95$m), $MachinePrecision]), $MachinePrecision], If[LessEqual[x, 3.05e+65], N[(N[(N[(x * x), $MachinePrecision] * -2.0 + 1.0), $MachinePrecision] / N[(N[(N[(s * N[(N[(s * x), $MachinePrecision] * x), $MachinePrecision]), $MachinePrecision] * c$95$m), $MachinePrecision] * c$95$m), $MachinePrecision]), $MachinePrecision], N[(1.0 / N[(N[(N[(s * s), $MachinePrecision] * N[(x * N[(c$95$m * x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * c$95$m), $MachinePrecision]), $MachinePrecision]]]

Derivation

1. Split input into 3 regimes

2. if x < 4.3000000000000003e-219

   1. Initial program 66.8%

      \[\frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]

   2. Taylor expanded in x around 0

      \[\leadsto \frac{\color{blue}{1}}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]
   3. Step-by-step derivation

   4. Applied rewrites 59.2%

      \[\leadsto \frac{\color{blue}{1}}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]
   5. Step-by-step derivation

      1. lift-*.f64 N/A

         \[\leadsto \frac{1}{\color{blue}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)}} \]

      2. lift-pow.f64 N/A

         \[\leadsto \frac{1}{\color{blue}{{c}^{2}} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]

      3. pow2 N/A

         \[\leadsto \frac{1}{\color{blue}{\left(c \cdot c\right)} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]

      4. lift-*.f64 N/A

         \[\leadsto \frac{1}{\color{blue}{\left(c \cdot c\right)} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]

      5. *-commutative N/A

         \[\leadsto \frac{1}{\color{blue}{\left(\left(x \cdot {s}^{2}\right) \cdot x\right) \cdot \left(c \cdot c\right)}} \]

      6. lift-*.f64 N/A

         \[\leadsto \frac{1}{\color{blue}{\left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \cdot \left(c \cdot c\right)} \]

      7. lift-*.f64 N/A

         \[\leadsto \frac{1}{\left(\color{blue}{\left(x \cdot {s}^{2}\right)} \cdot x\right) \cdot \left(c \cdot c\right)} \]

      8. lift-pow.f64 N/A

         \[\leadsto \frac{1}{\left(\left(x \cdot \color{blue}{{s}^{2}}\right) \cdot x\right) \cdot \left(c \cdot c\right)} \]

      9. pow2 N/A

         \[\leadsto \frac{1}{\left(\left(x \cdot \color{blue}{\left(s \cdot s\right)}\right) \cdot x\right) \cdot \left(c \cdot c\right)} \]

      10. lift-*.f64 N/A

          \[\leadsto \frac{1}{\left(\left(x \cdot \color{blue}{\left(s \cdot s\right)}\right) \cdot x\right) \cdot \left(c \cdot c\right)} \]

      11. *-commutative N/A

          \[\leadsto \frac{1}{\left(\color{blue}{\left(\left(s \cdot s\right) \cdot x\right)} \cdot x\right) \cdot \left(c \cdot c\right)} \]

      12. lift-*.f64 N/A

          \[\leadsto \frac{1}{\left(\color{blue}{\left(\left(s \cdot s\right) \cdot x\right)} \cdot x\right) \cdot \left(c \cdot c\right)} \]

      13. lift-*.f64 N/A

          \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right)} \cdot \left(c \cdot c\right)} \]

      14. lift-*.f64 N/A

          \[\leadsto \frac{1}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot \color{blue}{\left(c \cdot c\right)}} \]

      15. associate-*r* N/A

          \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right) \cdot c}} \]

      16. lower-*.f64 N/A

          \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right) \cdot c}} \]

      17. lower-*.f64 64.2

          \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right)} \cdot c} \]

   6. Applied rewrites 64.2%

      \[\leadsto \color{blue}{\frac{1}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right) \cdot c}} \]
   7. Step-by-step derivation

      1. lift-*.f64 N/A

         \[\leadsto \frac{1}{\left(\left(\color{blue}{\left(\left(s \cdot s\right) \cdot x\right)} \cdot x\right) \cdot c\right) \cdot c} \]

      2. lift-*.f64 N/A

         \[\leadsto \frac{1}{\left(\left(\left(\color{blue}{\left(s \cdot s\right)} \cdot x\right) \cdot x\right) \cdot c\right) \cdot c} \]

      3. associate-*l* N/A

         \[\leadsto \frac{1}{\left(\left(\color{blue}{\left(s \cdot \left(s \cdot x\right)\right)} \cdot x\right) \cdot c\right) \cdot c} \]

      4. lift-*.f64 N/A

         \[\leadsto \frac{1}{\left(\left(\left(s \cdot \color{blue}{\left(s \cdot x\right)}\right) \cdot x\right) \cdot c\right) \cdot c} \]

      5. lower-*.f64 71.6

         \[\leadsto \frac{1}{\left(\left(\color{blue}{\left(s \cdot \left(s \cdot x\right)\right)} \cdot x\right) \cdot c\right) \cdot c} \]

   8. Applied rewrites 71.6%

      \[\leadsto \frac{1}{\left(\left(\color{blue}{\left(s \cdot \left(s \cdot x\right)\right)} \cdot x\right) \cdot c\right) \cdot c} \]

   if 4.3000000000000003e-219 < x < 3.04999999999999982e65

   1. Initial program 66.8%

      \[\frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]
   2. Step-by-step derivation

      1. lift-*.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)}} \]

      2. *-commutative N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{\left(\left(x \cdot {s}^{2}\right) \cdot x\right) \cdot {c}^{2}}} \]

      3. lower-*.f64 66.8

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{\left(\left(x \cdot {s}^{2}\right) \cdot x\right) \cdot {c}^{2}}} \]

      4. lift-*.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\left(\color{blue}{\left(x \cdot {s}^{2}\right)} \cdot x\right) \cdot {c}^{2}} \]

      5. *-commutative N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\left(\color{blue}{\left({s}^{2} \cdot x\right)} \cdot x\right) \cdot {c}^{2}} \]

      6. lower-*.f64 66.8

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\left(\color{blue}{\left({s}^{2} \cdot x\right)} \cdot x\right) \cdot {c}^{2}} \]

      7. lift-pow.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\left(\left(\color{blue}{{s}^{2}} \cdot x\right) \cdot x\right) \cdot {c}^{2}} \]

      8. unpow2 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\left(\left(\color{blue}{\left(s \cdot s\right)} \cdot x\right) \cdot x\right) \cdot {c}^{2}} \]

      9. lower-*.f64 66.8

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\left(\left(\color{blue}{\left(s \cdot s\right)} \cdot x\right) \cdot x\right) \cdot {c}^{2}} \]

      10. lift-pow.f64 N/A

          \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot \color{blue}{{c}^{2}}} \]

      11. unpow2 N/A

          \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot \color{blue}{\left(c \cdot c\right)}} \]

      12. lower-*.f64 66.8

          \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot \color{blue}{\left(c \cdot c\right)}} \]

   3. Applied rewrites 66.8%

      \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot \left(c \cdot c\right)}} \]

   4. Taylor expanded in x around 0

      \[\leadsto \frac{\color{blue}{1 + -2 \cdot {x}^{2}}}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot \left(c \cdot c\right)} \]
   5. Step-by-step derivation

      1. lower-+.f64 N/A

         \[\leadsto \frac{1 + \color{blue}{-2 \cdot {x}^{2}}}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot \left(c \cdot c\right)} \]

      2. lower-*.f64 N/A

         \[\leadsto \frac{1 + -2 \cdot \color{blue}{{x}^{2}}}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot \left(c \cdot c\right)} \]

      3. lower-pow.f64 46.0

         \[\leadsto \frac{1 + -2 \cdot {x}^{\color{blue}{2}}}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot \left(c \cdot c\right)} \]

   6. Applied rewrites 46.0%

      \[\leadsto \frac{\color{blue}{1 + -2 \cdot {x}^{2}}}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot \left(c \cdot c\right)} \]
   7. Step-by-step derivation

      1. lift-+.f64 N/A

         \[\leadsto \frac{1 + \color{blue}{-2 \cdot {x}^{2}}}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot \left(c \cdot c\right)} \]

      2. +-commutative N/A

         \[\leadsto \frac{-2 \cdot {x}^{2} + \color{blue}{1}}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot \left(c \cdot c\right)} \]

      3. lift-*.f64 N/A

         \[\leadsto \frac{-2 \cdot {x}^{2} + 1}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot \left(c \cdot c\right)} \]

      4. *-commutative N/A

         \[\leadsto \frac{{x}^{2} \cdot -2 + 1}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot \left(c \cdot c\right)} \]

      5. lower-fma.f64 46.0

         \[\leadsto \frac{\mathsf{fma}\left({x}^{2}, \color{blue}{-2}, 1\right)}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot \left(c \cdot c\right)} \]

      6. lift-pow.f64 N/A

         \[\leadsto \frac{\mathsf{fma}\left({x}^{2}, -2, 1\right)}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot \left(c \cdot c\right)} \]

      7. unpow2 N/A

         \[\leadsto \frac{\mathsf{fma}\left(x \cdot x, -2, 1\right)}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot \left(c \cdot c\right)} \]

      8. lower-*.f64 46.0

         \[\leadsto \frac{\mathsf{fma}\left(x \cdot x, -2, 1\right)}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot \left(c \cdot c\right)} \]

      9. lower-*.f64 N/A

         \[\leadsto \frac{\mathsf{fma}\left(x \cdot x, -2, 1\right)}{\mathsf{Rewrite=>}\left(lift-*.f64, \left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot \left(c \cdot c\right)\right)\right)} \]

      10. lower-*.f64 N/A

          \[\leadsto \frac{\mathsf{fma}\left(x \cdot x, -2, 1\right)}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot \mathsf{Rewrite=>}\left(lift-*.f64, \left(c \cdot c\right)\right)} \]

      11. lower-*.f64 N/A

          \[\leadsto \frac{\mathsf{fma}\left(x \cdot x, -2, 1\right)}{\mathsf{Rewrite<=}\left(associate-*l*, \left(\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right) \cdot c\right)\right)} \]

      12. lower-*.f64 N/A

          \[\leadsto \frac{\mathsf{fma}\left(x \cdot x, -2, 1\right)}{\mathsf{Rewrite<=}\left(lift-*.f64, \left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right)\right) \cdot c} \]

      13. lower-*.f64 N/A

          \[\leadsto \frac{\mathsf{fma}\left(x \cdot x, -2, 1\right)}{\mathsf{Rewrite<=}\left(lift-*.f64, \left(\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right) \cdot c\right)\right)} \]

   8. Applied rewrites 48.6%

      \[\leadsto \color{blue}{\frac{\mathsf{fma}\left(x \cdot x, -2, 1\right)}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right) \cdot c}} \]
   9. Step-by-step derivation

      1. lift-*.f64 N/A

         \[\leadsto \frac{\mathsf{fma}\left(x \cdot x, -2, 1\right)}{\left(\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right)} \cdot c\right) \cdot c} \]

      2. lift-*.f64 N/A

         \[\leadsto \frac{\mathsf{fma}\left(x \cdot x, -2, 1\right)}{\left(\left(\color{blue}{\left(\left(s \cdot s\right) \cdot x\right)} \cdot x\right) \cdot c\right) \cdot c} \]

      3. lift-*.f64 N/A

         \[\leadsto \frac{\mathsf{fma}\left(x \cdot x, -2, 1\right)}{\left(\left(\left(\color{blue}{\left(s \cdot s\right)} \cdot x\right) \cdot x\right) \cdot c\right) \cdot c} \]

      4. associate-*l* N/A

         \[\leadsto \frac{\mathsf{fma}\left(x \cdot x, -2, 1\right)}{\left(\left(\color{blue}{\left(s \cdot \left(s \cdot x\right)\right)} \cdot x\right) \cdot c\right) \cdot c} \]

      5. lift-*.f64 N/A

         \[\leadsto \frac{\mathsf{fma}\left(x \cdot x, -2, 1\right)}{\left(\left(\left(s \cdot \color{blue}{\left(s \cdot x\right)}\right) \cdot x\right) \cdot c\right) \cdot c} \]

      6. associate-*l* N/A

         \[\leadsto \frac{\mathsf{fma}\left(x \cdot x, -2, 1\right)}{\left(\color{blue}{\left(s \cdot \left(\left(s \cdot x\right) \cdot x\right)\right)} \cdot c\right) \cdot c} \]

      7. lower-*.f64 N/A

         \[\leadsto \frac{\mathsf{fma}\left(x \cdot x, -2, 1\right)}{\left(\color{blue}{\left(s \cdot \left(\left(s \cdot x\right) \cdot x\right)\right)} \cdot c\right) \cdot c} \]

      8. lower-*.f64 56.3

         \[\leadsto \frac{\mathsf{fma}\left(x \cdot x, -2, 1\right)}{\left(\left(s \cdot \color{blue}{\left(\left(s \cdot x\right) \cdot x\right)}\right) \cdot c\right) \cdot c} \]

   10. Applied rewrites 56.3%

       \[\leadsto \frac{\mathsf{fma}\left(x \cdot x, -2, 1\right)}{\left(\color{blue}{\left(s \cdot \left(\left(s \cdot x\right) \cdot x\right)\right)} \cdot c\right) \cdot c} \]

   if 3.04999999999999982e65 < x

   1. Initial program 66.8%

      \[\frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]

   2. Taylor expanded in x around 0

      \[\leadsto \frac{\color{blue}{1}}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]
   3. Step-by-step derivation

   4. Applied rewrites 59.2%

      \[\leadsto \frac{\color{blue}{1}}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]
   5. Step-by-step derivation

      1. lift-*.f64 N/A

         \[\leadsto \frac{1}{\color{blue}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)}} \]

      2. lift-pow.f64 N/A

         \[\leadsto \frac{1}{\color{blue}{{c}^{2}} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]

      3. pow2 N/A

         \[\leadsto \frac{1}{\color{blue}{\left(c \cdot c\right)} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]

      4. lift-*.f64 N/A

         \[\leadsto \frac{1}{\color{blue}{\left(c \cdot c\right)} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]

      5. *-commutative N/A

         \[\leadsto \frac{1}{\color{blue}{\left(\left(x \cdot {s}^{2}\right) \cdot x\right) \cdot \left(c \cdot c\right)}} \]

      6. lift-*.f64 N/A

         \[\leadsto \frac{1}{\color{blue}{\left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \cdot \left(c \cdot c\right)} \]

      7. lift-*.f64 N/A

         \[\leadsto \frac{1}{\left(\color{blue}{\left(x \cdot {s}^{2}\right)} \cdot x\right) \cdot \left(c \cdot c\right)} \]

      8. lift-pow.f64 N/A

         \[\leadsto \frac{1}{\left(\left(x \cdot \color{blue}{{s}^{2}}\right) \cdot x\right) \cdot \left(c \cdot c\right)} \]

      9. pow2 N/A

         \[\leadsto \frac{1}{\left(\left(x \cdot \color{blue}{\left(s \cdot s\right)}\right) \cdot x\right) \cdot \left(c \cdot c\right)} \]

      10. lift-*.f64 N/A

          \[\leadsto \frac{1}{\left(\left(x \cdot \color{blue}{\left(s \cdot s\right)}\right) \cdot x\right) \cdot \left(c \cdot c\right)} \]

      11. *-commutative N/A

          \[\leadsto \frac{1}{\left(\color{blue}{\left(\left(s \cdot s\right) \cdot x\right)} \cdot x\right) \cdot \left(c \cdot c\right)} \]

      12. lift-*.f64 N/A

          \[\leadsto \frac{1}{\left(\color{blue}{\left(\left(s \cdot s\right) \cdot x\right)} \cdot x\right) \cdot \left(c \cdot c\right)} \]

      13. lift-*.f64 N/A

          \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right)} \cdot \left(c \cdot c\right)} \]

      14. lift-*.f64 N/A

          \[\leadsto \frac{1}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot \color{blue}{\left(c \cdot c\right)}} \]

      15. associate-*r* N/A

          \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right) \cdot c}} \]

      16. lower-*.f64 N/A

          \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right) \cdot c}} \]

      17. lower-*.f64 64.2

          \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right)} \cdot c} \]

   6. Applied rewrites 64.2%

      \[\leadsto \color{blue}{\frac{1}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right) \cdot c}} \]
   7. Step-by-step derivation

      1. lift-*.f64 N/A

         \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right)} \cdot c} \]

      2. lift-*.f64 N/A

         \[\leadsto \frac{1}{\left(\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right)} \cdot c\right) \cdot c} \]

      3. associate-*l* N/A

         \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \left(x \cdot c\right)\right)} \cdot c} \]

      4. lift-*.f64 N/A

         \[\leadsto \frac{1}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \color{blue}{\left(x \cdot c\right)}\right) \cdot c} \]

      5. lower-*.f64 65.4

         \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \left(x \cdot c\right)\right)} \cdot c} \]

      6. lift-*.f64 N/A

         \[\leadsto \frac{1}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \color{blue}{\left(x \cdot c\right)}\right) \cdot c} \]

      7. *-commutative N/A

         \[\leadsto \frac{1}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \color{blue}{\left(c \cdot x\right)}\right) \cdot c} \]

      8. lower-*.f64 65.4

         \[\leadsto \frac{1}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \color{blue}{\left(c \cdot x\right)}\right) \cdot c} \]

   8. Applied rewrites 65.4%

      \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \left(c \cdot x\right)\right)} \cdot c} \]
   9. Step-by-step derivation

      1. lift-*.f64 N/A

         \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \left(c \cdot x\right)\right)} \cdot c} \]

      2. lift-*.f64 N/A

         \[\leadsto \frac{1}{\left(\color{blue}{\left(\left(s \cdot s\right) \cdot x\right)} \cdot \left(c \cdot x\right)\right) \cdot c} \]

      3. associate-*l* N/A

         \[\leadsto \frac{1}{\color{blue}{\left(\left(s \cdot s\right) \cdot \left(x \cdot \left(c \cdot x\right)\right)\right)} \cdot c} \]

      4. lower-*.f64 N/A

         \[\leadsto \frac{1}{\color{blue}{\left(\left(s \cdot s\right) \cdot \left(x \cdot \left(c \cdot x\right)\right)\right)} \cdot c} \]

      5. lower-*.f64 63.5

         \[\leadsto \frac{1}{\left(\left(s \cdot s\right) \cdot \color{blue}{\left(x \cdot \left(c \cdot x\right)\right)}\right) \cdot c} \]

   10. Applied rewrites 63.5%

       \[\leadsto \frac{1}{\color{blue}{\left(\left(s \cdot s\right) \cdot \left(x \cdot \left(c \cdot x\right)\right)\right)} \cdot c} \]
3. Recombined 3 regimes into one program.
4. Add Preprocessing

Alternative 5: 72.1% accurate, 1.8× speedup

Math

\[\begin{array}{l} c_m = \left|c\right| \\ [x, c_m, s] = \mathsf{sort}([x, c_m, s])\\ \\ \begin{array}{l} \mathbf{if}\;x \leq 6.6 \cdot 10^{+50}:\\ \;\;\;\;\frac{1 + -2 \cdot {x}^{2}}{\left(\left(c\_m \cdot c\_m\right) \cdot \left(s \cdot x\right)\right) \cdot \left(s \cdot x\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{1}{\left(\left(s \cdot s\right) \cdot \left(x \cdot \left(c\_m \cdot x\right)\right)\right) \cdot c\_m}\\ \end{array} \end{array} \]

FPCore

c_m = (fabs.f64 c)
NOTE: x, c_m, and s should be sorted in increasing order before calling this function.
(FPCore (x c_m s)
 :precision binary64
 (if (<= x 6.6e+50)
   (/ (+ 1.0 (* -2.0 (pow x 2.0))) (* (* (* c_m c_m) (* s x)) (* s x)))
   (/ 1.0 (* (* (* s s) (* x (* c_m x))) c_m))))

C

c_m = fabs(c);
assert(x < c_m && c_m < s);
double code(double x, double c_m, double s) {
	double tmp;
	if (x <= 6.6e+50) {
		tmp = (1.0 + (-2.0 * pow(x, 2.0))) / (((c_m * c_m) * (s * x)) * (s * x));
	} else {
		tmp = 1.0 / (((s * s) * (x * (c_m * x))) * c_m);
	}
	return tmp;
}

Fortran

c_m =     private
NOTE: x, c_m, and s should be sorted in increasing order before calling this function.
module fmin_fmax_functions
    implicit none
    private
    public fmax
    public fmin

    interface fmax
        module procedure fmax88
        module procedure fmax44
        module procedure fmax84
        module procedure fmax48
    end interface
    interface fmin
        module procedure fmin88
        module procedure fmin44
        module procedure fmin84
        module procedure fmin48
    end interface
contains
    real(8) function fmax88(x, y) result (res)
        real(8), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(x, max(x, y), y /= y), x /= x)
    end function
    real(4) function fmax44(x, y) result (res)
        real(4), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(y, merge(x, max(x, y), y /= y), x /= x)
    end function
    real(8) function fmax84(x, y) result(res)
        real(8), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
    end function
    real(8) function fmax48(x, y) result(res)
        real(4), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
    end function
    real(8) function fmin88(x, y) result (res)
        real(8), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(x, min(x, y), y /= y), x /= x)
    end function
    real(4) function fmin44(x, y) result (res)
        real(4), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(y, merge(x, min(x, y), y /= y), x /= x)
    end function
    real(8) function fmin84(x, y) result(res)
        real(8), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
    end function
    real(8) function fmin48(x, y) result(res)
        real(4), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
    end function
end module

real(8) function code(x, c_m, s)
use fmin_fmax_functions
    real(8), intent (in) :: x
    real(8), intent (in) :: c_m
    real(8), intent (in) :: s
    real(8) :: tmp
    if (x <= 6.6d+50) then
        tmp = (1.0d0 + ((-2.0d0) * (x ** 2.0d0))) / (((c_m * c_m) * (s * x)) * (s * x))
    else
        tmp = 1.0d0 / (((s * s) * (x * (c_m * x))) * c_m)
    end if
    code = tmp
end function

Java

c_m = Math.abs(c);
assert x < c_m && c_m < s;
public static double code(double x, double c_m, double s) {
	double tmp;
	if (x <= 6.6e+50) {
		tmp = (1.0 + (-2.0 * Math.pow(x, 2.0))) / (((c_m * c_m) * (s * x)) * (s * x));
	} else {
		tmp = 1.0 / (((s * s) * (x * (c_m * x))) * c_m);
	}
	return tmp;
}

Python

c_m = math.fabs(c)
[x, c_m, s] = sort([x, c_m, s])
def code(x, c_m, s):
	tmp = 0
	if x <= 6.6e+50:
		tmp = (1.0 + (-2.0 * math.pow(x, 2.0))) / (((c_m * c_m) * (s * x)) * (s * x))
	else:
		tmp = 1.0 / (((s * s) * (x * (c_m * x))) * c_m)
	return tmp

Julia

c_m = abs(c)
x, c_m, s = sort([x, c_m, s])
function code(x, c_m, s)
	tmp = 0.0
	if (x <= 6.6e+50)
		tmp = Float64(Float64(1.0 + Float64(-2.0 * (x ^ 2.0))) / Float64(Float64(Float64(c_m * c_m) * Float64(s * x)) * Float64(s * x)));
	else
		tmp = Float64(1.0 / Float64(Float64(Float64(s * s) * Float64(x * Float64(c_m * x))) * c_m));
	end
	return tmp
end

MATLAB

c_m = abs(c);
x, c_m, s = num2cell(sort([x, c_m, s])){:}
function tmp_2 = code(x, c_m, s)
	tmp = 0.0;
	if (x <= 6.6e+50)
		tmp = (1.0 + (-2.0 * (x ^ 2.0))) / (((c_m * c_m) * (s * x)) * (s * x));
	else
		tmp = 1.0 / (((s * s) * (x * (c_m * x))) * c_m);
	end
	tmp_2 = tmp;
end

Wolfram

c_m = N[Abs[c], $MachinePrecision]
NOTE: x, c_m, and s should be sorted in increasing order before calling this function.
code[x_, c$95$m_, s_] := If[LessEqual[x, 6.6e+50], N[(N[(1.0 + N[(-2.0 * N[Power[x, 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(N[(N[(c$95$m * c$95$m), $MachinePrecision] * N[(s * x), $MachinePrecision]), $MachinePrecision] * N[(s * x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(1.0 / N[(N[(N[(s * s), $MachinePrecision] * N[(x * N[(c$95$m * x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * c$95$m), $MachinePrecision]), $MachinePrecision]]

Derivation

1. Split input into 2 regimes

2. if x < 6.6000000000000001e50

   1. Initial program 66.8%

      \[\frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]
   2. Step-by-step derivation

      1. lift-*.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\color{blue}{\left(x \cdot {s}^{2}\right)} \cdot x\right)} \]

      2. lift-pow.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(x \cdot \color{blue}{{s}^{2}}\right) \cdot x\right)} \]

      3. unpow2 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(x \cdot \color{blue}{\left(s \cdot s\right)}\right) \cdot x\right)} \]

      4. associate-*r* N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\color{blue}{\left(\left(x \cdot s\right) \cdot s\right)} \cdot x\right)} \]

      5. lower-*.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\color{blue}{\left(\left(x \cdot s\right) \cdot s\right)} \cdot x\right)} \]

      6. lower-*.f64 75.0

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(\color{blue}{\left(x \cdot s\right)} \cdot s\right) \cdot x\right)} \]

   3. Applied rewrites 75.0%

      \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\color{blue}{\left(\left(x \cdot s\right) \cdot s\right)} \cdot x\right)} \]
   4. Step-by-step derivation

      1. lift-*.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \color{blue}{\left(\left(\left(x \cdot s\right) \cdot s\right) \cdot x\right)}} \]

      2. lift-*.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\color{blue}{\left(\left(x \cdot s\right) \cdot s\right)} \cdot x\right)} \]

      3. associate-*l* N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \color{blue}{\left(\left(x \cdot s\right) \cdot \left(s \cdot x\right)\right)}} \]

      4. *-commutative N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(x \cdot s\right) \cdot \color{blue}{\left(x \cdot s\right)}\right)} \]

      5. lift-*.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(x \cdot s\right) \cdot \color{blue}{\left(x \cdot s\right)}\right)} \]

      6. lower-*.f64 77.7

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \color{blue}{\left(\left(x \cdot s\right) \cdot \left(x \cdot s\right)\right)}} \]

      7. lift-*.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\color{blue}{\left(x \cdot s\right)} \cdot \left(x \cdot s\right)\right)} \]

      8. *-commutative N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\color{blue}{\left(s \cdot x\right)} \cdot \left(x \cdot s\right)\right)} \]

      9. lower-*.f64 77.7

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\color{blue}{\left(s \cdot x\right)} \cdot \left(x \cdot s\right)\right)} \]

      10. lift-*.f64 N/A

          \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(s \cdot x\right) \cdot \color{blue}{\left(x \cdot s\right)}\right)} \]

      11. *-commutative N/A

          \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(s \cdot x\right) \cdot \color{blue}{\left(s \cdot x\right)}\right)} \]

      12. lower-*.f64 77.7

          \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(s \cdot x\right) \cdot \color{blue}{\left(s \cdot x\right)}\right)} \]

   5. Applied rewrites 77.7%

      \[\leadsto \frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \color{blue}{\left(\left(s \cdot x\right) \cdot \left(s \cdot x\right)\right)}} \]
   6. Step-by-step derivation

      1. lift-*.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{{c}^{2} \cdot \left(\left(s \cdot x\right) \cdot \left(s \cdot x\right)\right)}} \]

      2. lift-pow.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{{c}^{2}} \cdot \left(\left(s \cdot x\right) \cdot \left(s \cdot x\right)\right)} \]

      3. pow2 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{\left(c \cdot c\right)} \cdot \left(\left(s \cdot x\right) \cdot \left(s \cdot x\right)\right)} \]

      4. lift-*.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{\left(c \cdot c\right)} \cdot \left(\left(s \cdot x\right) \cdot \left(s \cdot x\right)\right)} \]

      5. lift-*.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\left(c \cdot c\right) \cdot \color{blue}{\left(\left(s \cdot x\right) \cdot \left(s \cdot x\right)\right)}} \]

      6. associate-*r* N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{\left(\left(c \cdot c\right) \cdot \left(s \cdot x\right)\right) \cdot \left(s \cdot x\right)}} \]

      7. lower-*.f64 N/A

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{\left(\left(c \cdot c\right) \cdot \left(s \cdot x\right)\right) \cdot \left(s \cdot x\right)}} \]

      8. lower-*.f64 81.6

         \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{\left(\left(c \cdot c\right) \cdot \left(s \cdot x\right)\right)} \cdot \left(s \cdot x\right)} \]

   7. Applied rewrites 81.6%

      \[\leadsto \frac{\cos \left(2 \cdot x\right)}{\color{blue}{\left(\left(c \cdot c\right) \cdot \left(s \cdot x\right)\right) \cdot \left(s \cdot x\right)}} \]

   8. Taylor expanded in x around 0

      \[\leadsto \frac{\color{blue}{1 + -2 \cdot {x}^{2}}}{\left(\left(c \cdot c\right) \cdot \left(s \cdot x\right)\right) \cdot \left(s \cdot x\right)} \]
   9. Step-by-step derivation

      1. lower-+.f64 N/A

         \[\leadsto \frac{1 + \color{blue}{-2 \cdot {x}^{2}}}{\left(\left(c \cdot c\right) \cdot \left(s \cdot x\right)\right) \cdot \left(s \cdot x\right)} \]

      2. lower-*.f64 N/A

         \[\leadsto \frac{1 + -2 \cdot \color{blue}{{x}^{2}}}{\left(\left(c \cdot c\right) \cdot \left(s \cdot x\right)\right) \cdot \left(s \cdot x\right)} \]

      3. lower-pow.f64 56.0

         \[\leadsto \frac{1 + -2 \cdot {x}^{\color{blue}{2}}}{\left(\left(c \cdot c\right) \cdot \left(s \cdot x\right)\right) \cdot \left(s \cdot x\right)} \]

   10. Applied rewrites 56.0%

       \[\leadsto \frac{\color{blue}{1 + -2 \cdot {x}^{2}}}{\left(\left(c \cdot c\right) \cdot \left(s \cdot x\right)\right) \cdot \left(s \cdot x\right)} \]

   if 6.6000000000000001e50 < x

   1. Initial program 66.8%

      \[\frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]

   2. Taylor expanded in x around 0

      \[\leadsto \frac{\color{blue}{1}}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]
   3. Step-by-step derivation

   4. Applied rewrites 59.2%

      \[\leadsto \frac{\color{blue}{1}}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]
   5. Step-by-step derivation

      1. lift-*.f64 N/A

         \[\leadsto \frac{1}{\color{blue}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)}} \]

      2. lift-pow.f64 N/A

         \[\leadsto \frac{1}{\color{blue}{{c}^{2}} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]

      3. pow2 N/A

         \[\leadsto \frac{1}{\color{blue}{\left(c \cdot c\right)} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]

      4. lift-*.f64 N/A

         \[\leadsto \frac{1}{\color{blue}{\left(c \cdot c\right)} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]

      5. *-commutative N/A

         \[\leadsto \frac{1}{\color{blue}{\left(\left(x \cdot {s}^{2}\right) \cdot x\right) \cdot \left(c \cdot c\right)}} \]

      6. lift-*.f64 N/A

         \[\leadsto \frac{1}{\color{blue}{\left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \cdot \left(c \cdot c\right)} \]

      7. lift-*.f64 N/A

         \[\leadsto \frac{1}{\left(\color{blue}{\left(x \cdot {s}^{2}\right)} \cdot x\right) \cdot \left(c \cdot c\right)} \]

      8. lift-pow.f64 N/A

         \[\leadsto \frac{1}{\left(\left(x \cdot \color{blue}{{s}^{2}}\right) \cdot x\right) \cdot \left(c \cdot c\right)} \]

      9. pow2 N/A

         \[\leadsto \frac{1}{\left(\left(x \cdot \color{blue}{\left(s \cdot s\right)}\right) \cdot x\right) \cdot \left(c \cdot c\right)} \]

      10. lift-*.f64 N/A

          \[\leadsto \frac{1}{\left(\left(x \cdot \color{blue}{\left(s \cdot s\right)}\right) \cdot x\right) \cdot \left(c \cdot c\right)} \]

      11. *-commutative N/A

          \[\leadsto \frac{1}{\left(\color{blue}{\left(\left(s \cdot s\right) \cdot x\right)} \cdot x\right) \cdot \left(c \cdot c\right)} \]

      12. lift-*.f64 N/A

          \[\leadsto \frac{1}{\left(\color{blue}{\left(\left(s \cdot s\right) \cdot x\right)} \cdot x\right) \cdot \left(c \cdot c\right)} \]

      13. lift-*.f64 N/A

          \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right)} \cdot \left(c \cdot c\right)} \]

      14. lift-*.f64 N/A

          \[\leadsto \frac{1}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot \color{blue}{\left(c \cdot c\right)}} \]

      15. associate-*r* N/A

          \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right) \cdot c}} \]

      16. lower-*.f64 N/A

          \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right) \cdot c}} \]

      17. lower-*.f64 64.2

          \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right)} \cdot c} \]

   6. Applied rewrites 64.2%

      \[\leadsto \color{blue}{\frac{1}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right) \cdot c}} \]
   7. Step-by-step derivation

      1. lift-*.f64 N/A

         \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right)} \cdot c} \]

      2. lift-*.f64 N/A

         \[\leadsto \frac{1}{\left(\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right)} \cdot c\right) \cdot c} \]

      3. associate-*l* N/A

         \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \left(x \cdot c\right)\right)} \cdot c} \]

      4. lift-*.f64 N/A

         \[\leadsto \frac{1}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \color{blue}{\left(x \cdot c\right)}\right) \cdot c} \]

      5. lower-*.f64 65.4

         \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \left(x \cdot c\right)\right)} \cdot c} \]

      6. lift-*.f64 N/A

         \[\leadsto \frac{1}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \color{blue}{\left(x \cdot c\right)}\right) \cdot c} \]

      7. *-commutative N/A

         \[\leadsto \frac{1}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \color{blue}{\left(c \cdot x\right)}\right) \cdot c} \]

      8. lower-*.f64 65.4

         \[\leadsto \frac{1}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \color{blue}{\left(c \cdot x\right)}\right) \cdot c} \]

   8. Applied rewrites 65.4%

      \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \left(c \cdot x\right)\right)} \cdot c} \]
   9. Step-by-step derivation

      1. lift-*.f64 N/A

         \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \left(c \cdot x\right)\right)} \cdot c} \]

      2. lift-*.f64 N/A

         \[\leadsto \frac{1}{\left(\color{blue}{\left(\left(s \cdot s\right) \cdot x\right)} \cdot \left(c \cdot x\right)\right) \cdot c} \]

      3. associate-*l* N/A

         \[\leadsto \frac{1}{\color{blue}{\left(\left(s \cdot s\right) \cdot \left(x \cdot \left(c \cdot x\right)\right)\right)} \cdot c} \]

      4. lower-*.f64 N/A

         \[\leadsto \frac{1}{\color{blue}{\left(\left(s \cdot s\right) \cdot \left(x \cdot \left(c \cdot x\right)\right)\right)} \cdot c} \]

      5. lower-*.f64 63.5

         \[\leadsto \frac{1}{\left(\left(s \cdot s\right) \cdot \color{blue}{\left(x \cdot \left(c \cdot x\right)\right)}\right) \cdot c} \]

   10. Applied rewrites 63.5%

       \[\leadsto \frac{1}{\color{blue}{\left(\left(s \cdot s\right) \cdot \left(x \cdot \left(c \cdot x\right)\right)\right)} \cdot c} \]
3. Recombined 2 regimes into one program.
4. Add Preprocessing

Alternative 6: 71.6% accurate, 4.2× speedup

Math

\[\begin{array}{l} c_m = \left|c\right| \\ [x, c_m, s] = \mathsf{sort}([x, c_m, s])\\ \\ \frac{1}{\left(\left(\left(s \cdot \left(s \cdot x\right)\right) \cdot x\right) \cdot c\_m\right) \cdot c\_m} \end{array} \]

FPCore

c_m = (fabs.f64 c)
NOTE: x, c_m, and s should be sorted in increasing order before calling this function.
(FPCore (x c_m s)
 :precision binary64
 (/ 1.0 (* (* (* (* s (* s x)) x) c_m) c_m)))

C

c_m = fabs(c);
assert(x < c_m && c_m < s);
double code(double x, double c_m, double s) {
	return 1.0 / ((((s * (s * x)) * x) * c_m) * c_m);
}

Fortran

c_m =     private
NOTE: x, c_m, and s should be sorted in increasing order before calling this function.
module fmin_fmax_functions
    implicit none
    private
    public fmax
    public fmin

    interface fmax
        module procedure fmax88
        module procedure fmax44
        module procedure fmax84
        module procedure fmax48
    end interface
    interface fmin
        module procedure fmin88
        module procedure fmin44
        module procedure fmin84
        module procedure fmin48
    end interface
contains
    real(8) function fmax88(x, y) result (res)
        real(8), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(x, max(x, y), y /= y), x /= x)
    end function
    real(4) function fmax44(x, y) result (res)
        real(4), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(y, merge(x, max(x, y), y /= y), x /= x)
    end function
    real(8) function fmax84(x, y) result(res)
        real(8), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
    end function
    real(8) function fmax48(x, y) result(res)
        real(4), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
    end function
    real(8) function fmin88(x, y) result (res)
        real(8), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(x, min(x, y), y /= y), x /= x)
    end function
    real(4) function fmin44(x, y) result (res)
        real(4), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(y, merge(x, min(x, y), y /= y), x /= x)
    end function
    real(8) function fmin84(x, y) result(res)
        real(8), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
    end function
    real(8) function fmin48(x, y) result(res)
        real(4), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
    end function
end module

real(8) function code(x, c_m, s)
use fmin_fmax_functions
    real(8), intent (in) :: x
    real(8), intent (in) :: c_m
    real(8), intent (in) :: s
    code = 1.0d0 / ((((s * (s * x)) * x) * c_m) * c_m)
end function

Java

c_m = Math.abs(c);
assert x < c_m && c_m < s;
public static double code(double x, double c_m, double s) {
	return 1.0 / ((((s * (s * x)) * x) * c_m) * c_m);
}

Python

c_m = math.fabs(c)
[x, c_m, s] = sort([x, c_m, s])
def code(x, c_m, s):
	return 1.0 / ((((s * (s * x)) * x) * c_m) * c_m)

Julia

c_m = abs(c)
x, c_m, s = sort([x, c_m, s])
function code(x, c_m, s)
	return Float64(1.0 / Float64(Float64(Float64(Float64(s * Float64(s * x)) * x) * c_m) * c_m))
end

MATLAB

c_m = abs(c);
x, c_m, s = num2cell(sort([x, c_m, s])){:}
function tmp = code(x, c_m, s)
	tmp = 1.0 / ((((s * (s * x)) * x) * c_m) * c_m);
end

Wolfram

c_m = N[Abs[c], $MachinePrecision]
NOTE: x, c_m, and s should be sorted in increasing order before calling this function.
code[x_, c$95$m_, s_] := N[(1.0 / N[(N[(N[(N[(s * N[(s * x), $MachinePrecision]), $MachinePrecision] * x), $MachinePrecision] * c$95$m), $MachinePrecision] * c$95$m), $MachinePrecision]), $MachinePrecision]

Derivation

1. Initial program 66.8%

   \[\frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]

2. Taylor expanded in x around 0

   \[\leadsto \frac{\color{blue}{1}}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]
3. Step-by-step derivation

4. Applied rewrites 59.2%

   \[\leadsto \frac{\color{blue}{1}}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]
5. Step-by-step derivation

   1. lift-*.f64 N/A

      \[\leadsto \frac{1}{\color{blue}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)}} \]

   2. lift-pow.f64 N/A

      \[\leadsto \frac{1}{\color{blue}{{c}^{2}} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]

   3. pow2 N/A

      \[\leadsto \frac{1}{\color{blue}{\left(c \cdot c\right)} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]

   4. lift-*.f64 N/A

      \[\leadsto \frac{1}{\color{blue}{\left(c \cdot c\right)} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]

   5. *-commutative N/A

      \[\leadsto \frac{1}{\color{blue}{\left(\left(x \cdot {s}^{2}\right) \cdot x\right) \cdot \left(c \cdot c\right)}} \]

   6. lift-*.f64 N/A

      \[\leadsto \frac{1}{\color{blue}{\left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \cdot \left(c \cdot c\right)} \]

   7. lift-*.f64 N/A

      \[\leadsto \frac{1}{\left(\color{blue}{\left(x \cdot {s}^{2}\right)} \cdot x\right) \cdot \left(c \cdot c\right)} \]

   8. lift-pow.f64 N/A

      \[\leadsto \frac{1}{\left(\left(x \cdot \color{blue}{{s}^{2}}\right) \cdot x\right) \cdot \left(c \cdot c\right)} \]

   9. pow2 N/A

      \[\leadsto \frac{1}{\left(\left(x \cdot \color{blue}{\left(s \cdot s\right)}\right) \cdot x\right) \cdot \left(c \cdot c\right)} \]

   10. lift-*.f64 N/A

       \[\leadsto \frac{1}{\left(\left(x \cdot \color{blue}{\left(s \cdot s\right)}\right) \cdot x\right) \cdot \left(c \cdot c\right)} \]

   11. *-commutative N/A

       \[\leadsto \frac{1}{\left(\color{blue}{\left(\left(s \cdot s\right) \cdot x\right)} \cdot x\right) \cdot \left(c \cdot c\right)} \]

   12. lift-*.f64 N/A

       \[\leadsto \frac{1}{\left(\color{blue}{\left(\left(s \cdot s\right) \cdot x\right)} \cdot x\right) \cdot \left(c \cdot c\right)} \]

   13. lift-*.f64 N/A

       \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right)} \cdot \left(c \cdot c\right)} \]

   14. lift-*.f64 N/A

       \[\leadsto \frac{1}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot \color{blue}{\left(c \cdot c\right)}} \]

   15. associate-*r* N/A

       \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right) \cdot c}} \]

   16. lower-*.f64 N/A

       \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right) \cdot c}} \]

   17. lower-*.f64 64.2

       \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right)} \cdot c} \]

6. Applied rewrites 64.2%

   \[\leadsto \color{blue}{\frac{1}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right) \cdot c}} \]
7. Step-by-step derivation

   1. lift-*.f64 N/A

      \[\leadsto \frac{1}{\left(\left(\color{blue}{\left(\left(s \cdot s\right) \cdot x\right)} \cdot x\right) \cdot c\right) \cdot c} \]

   2. lift-*.f64 N/A

      \[\leadsto \frac{1}{\left(\left(\left(\color{blue}{\left(s \cdot s\right)} \cdot x\right) \cdot x\right) \cdot c\right) \cdot c} \]

   3. associate-*l* N/A

      \[\leadsto \frac{1}{\left(\left(\color{blue}{\left(s \cdot \left(s \cdot x\right)\right)} \cdot x\right) \cdot c\right) \cdot c} \]

   4. lift-*.f64 N/A

      \[\leadsto \frac{1}{\left(\left(\left(s \cdot \color{blue}{\left(s \cdot x\right)}\right) \cdot x\right) \cdot c\right) \cdot c} \]

   5. lower-*.f64 71.6

      \[\leadsto \frac{1}{\left(\left(\color{blue}{\left(s \cdot \left(s \cdot x\right)\right)} \cdot x\right) \cdot c\right) \cdot c} \]

8. Applied rewrites 71.6%

   \[\leadsto \frac{1}{\left(\left(\color{blue}{\left(s \cdot \left(s \cdot x\right)\right)} \cdot x\right) \cdot c\right) \cdot c} \]
9. Add Preprocessing

Alternative 7: 65.4% accurate, 4.2× speedup

Math

\[\begin{array}{l} c_m = \left|c\right| \\ [x, c_m, s] = \mathsf{sort}([x, c_m, s])\\ \\ \frac{1}{\left(\left(\left(s \cdot x\right) \cdot s\right) \cdot \left(c\_m \cdot x\right)\right) \cdot c\_m} \end{array} \]

FPCore

c_m = (fabs.f64 c)
NOTE: x, c_m, and s should be sorted in increasing order before calling this function.
(FPCore (x c_m s)
 :precision binary64
 (/ 1.0 (* (* (* (* s x) s) (* c_m x)) c_m)))

C

c_m = fabs(c);
assert(x < c_m && c_m < s);
double code(double x, double c_m, double s) {
	return 1.0 / ((((s * x) * s) * (c_m * x)) * c_m);
}

Fortran

c_m =     private
NOTE: x, c_m, and s should be sorted in increasing order before calling this function.
module fmin_fmax_functions
    implicit none
    private
    public fmax
    public fmin

    interface fmax
        module procedure fmax88
        module procedure fmax44
        module procedure fmax84
        module procedure fmax48
    end interface
    interface fmin
        module procedure fmin88
        module procedure fmin44
        module procedure fmin84
        module procedure fmin48
    end interface
contains
    real(8) function fmax88(x, y) result (res)
        real(8), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(x, max(x, y), y /= y), x /= x)
    end function
    real(4) function fmax44(x, y) result (res)
        real(4), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(y, merge(x, max(x, y), y /= y), x /= x)
    end function
    real(8) function fmax84(x, y) result(res)
        real(8), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
    end function
    real(8) function fmax48(x, y) result(res)
        real(4), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
    end function
    real(8) function fmin88(x, y) result (res)
        real(8), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(x, min(x, y), y /= y), x /= x)
    end function
    real(4) function fmin44(x, y) result (res)
        real(4), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(y, merge(x, min(x, y), y /= y), x /= x)
    end function
    real(8) function fmin84(x, y) result(res)
        real(8), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
    end function
    real(8) function fmin48(x, y) result(res)
        real(4), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
    end function
end module

real(8) function code(x, c_m, s)
use fmin_fmax_functions
    real(8), intent (in) :: x
    real(8), intent (in) :: c_m
    real(8), intent (in) :: s
    code = 1.0d0 / ((((s * x) * s) * (c_m * x)) * c_m)
end function

Java

c_m = Math.abs(c);
assert x < c_m && c_m < s;
public static double code(double x, double c_m, double s) {
	return 1.0 / ((((s * x) * s) * (c_m * x)) * c_m);
}

Python

c_m = math.fabs(c)
[x, c_m, s] = sort([x, c_m, s])
def code(x, c_m, s):
	return 1.0 / ((((s * x) * s) * (c_m * x)) * c_m)

Julia

c_m = abs(c)
x, c_m, s = sort([x, c_m, s])
function code(x, c_m, s)
	return Float64(1.0 / Float64(Float64(Float64(Float64(s * x) * s) * Float64(c_m * x)) * c_m))
end

MATLAB

c_m = abs(c);
x, c_m, s = num2cell(sort([x, c_m, s])){:}
function tmp = code(x, c_m, s)
	tmp = 1.0 / ((((s * x) * s) * (c_m * x)) * c_m);
end

Wolfram

c_m = N[Abs[c], $MachinePrecision]
NOTE: x, c_m, and s should be sorted in increasing order before calling this function.
code[x_, c$95$m_, s_] := N[(1.0 / N[(N[(N[(N[(s * x), $MachinePrecision] * s), $MachinePrecision] * N[(c$95$m * x), $MachinePrecision]), $MachinePrecision] * c$95$m), $MachinePrecision]), $MachinePrecision]

Derivation

1. Initial program 66.8%

   \[\frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]

2. Taylor expanded in x around 0

   \[\leadsto \frac{\color{blue}{1}}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]
3. Step-by-step derivation

4. Applied rewrites 59.2%

   \[\leadsto \frac{\color{blue}{1}}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]
5. Step-by-step derivation

   1. lift-*.f64 N/A

      \[\leadsto \frac{1}{\color{blue}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)}} \]

   2. lift-pow.f64 N/A

      \[\leadsto \frac{1}{\color{blue}{{c}^{2}} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]

   3. pow2 N/A

      \[\leadsto \frac{1}{\color{blue}{\left(c \cdot c\right)} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]

   4. lift-*.f64 N/A

      \[\leadsto \frac{1}{\color{blue}{\left(c \cdot c\right)} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]

   5. *-commutative N/A

      \[\leadsto \frac{1}{\color{blue}{\left(\left(x \cdot {s}^{2}\right) \cdot x\right) \cdot \left(c \cdot c\right)}} \]

   6. lift-*.f64 N/A

      \[\leadsto \frac{1}{\color{blue}{\left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \cdot \left(c \cdot c\right)} \]

   7. lift-*.f64 N/A

      \[\leadsto \frac{1}{\left(\color{blue}{\left(x \cdot {s}^{2}\right)} \cdot x\right) \cdot \left(c \cdot c\right)} \]

   8. lift-pow.f64 N/A

      \[\leadsto \frac{1}{\left(\left(x \cdot \color{blue}{{s}^{2}}\right) \cdot x\right) \cdot \left(c \cdot c\right)} \]

   9. pow2 N/A

      \[\leadsto \frac{1}{\left(\left(x \cdot \color{blue}{\left(s \cdot s\right)}\right) \cdot x\right) \cdot \left(c \cdot c\right)} \]

   10. lift-*.f64 N/A

       \[\leadsto \frac{1}{\left(\left(x \cdot \color{blue}{\left(s \cdot s\right)}\right) \cdot x\right) \cdot \left(c \cdot c\right)} \]

   11. *-commutative N/A

       \[\leadsto \frac{1}{\left(\color{blue}{\left(\left(s \cdot s\right) \cdot x\right)} \cdot x\right) \cdot \left(c \cdot c\right)} \]

   12. lift-*.f64 N/A

       \[\leadsto \frac{1}{\left(\color{blue}{\left(\left(s \cdot s\right) \cdot x\right)} \cdot x\right) \cdot \left(c \cdot c\right)} \]

   13. lift-*.f64 N/A

       \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right)} \cdot \left(c \cdot c\right)} \]

   14. lift-*.f64 N/A

       \[\leadsto \frac{1}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot \color{blue}{\left(c \cdot c\right)}} \]

   15. associate-*r* N/A

       \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right) \cdot c}} \]

   16. lower-*.f64 N/A

       \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right) \cdot c}} \]

   17. lower-*.f64 64.2

       \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right)} \cdot c} \]

6. Applied rewrites 64.2%

   \[\leadsto \color{blue}{\frac{1}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right) \cdot c}} \]
7. Step-by-step derivation

   1. lift-*.f64 N/A

      \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right)} \cdot c} \]

   2. lift-*.f64 N/A

      \[\leadsto \frac{1}{\left(\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right)} \cdot c\right) \cdot c} \]

   3. associate-*l* N/A

      \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \left(x \cdot c\right)\right)} \cdot c} \]

   4. lift-*.f64 N/A

      \[\leadsto \frac{1}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \color{blue}{\left(x \cdot c\right)}\right) \cdot c} \]

   5. lower-*.f64 65.4

      \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \left(x \cdot c\right)\right)} \cdot c} \]

   6. lift-*.f64 N/A

      \[\leadsto \frac{1}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \color{blue}{\left(x \cdot c\right)}\right) \cdot c} \]

   7. *-commutative N/A

      \[\leadsto \frac{1}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \color{blue}{\left(c \cdot x\right)}\right) \cdot c} \]

   8. lower-*.f64 65.4

      \[\leadsto \frac{1}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \color{blue}{\left(c \cdot x\right)}\right) \cdot c} \]

8. Applied rewrites 65.4%

   \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \left(c \cdot x\right)\right)} \cdot c} \]
9. Step-by-step derivation

   1. lift-*.f64 N/A

      \[\leadsto \frac{1}{\left(\color{blue}{\left(\left(s \cdot s\right) \cdot x\right)} \cdot \left(c \cdot x\right)\right) \cdot c} \]

   2. lift-*.f64 N/A

      \[\leadsto \frac{1}{\left(\left(\color{blue}{\left(s \cdot s\right)} \cdot x\right) \cdot \left(c \cdot x\right)\right) \cdot c} \]

   3. associate-*l* N/A

      \[\leadsto \frac{1}{\left(\color{blue}{\left(s \cdot \left(s \cdot x\right)\right)} \cdot \left(c \cdot x\right)\right) \cdot c} \]

   4. lift-*.f64 N/A

      \[\leadsto \frac{1}{\left(\left(s \cdot \color{blue}{\left(s \cdot x\right)}\right) \cdot \left(c \cdot x\right)\right) \cdot c} \]

   5. *-commutative N/A

      \[\leadsto \frac{1}{\left(\color{blue}{\left(\left(s \cdot x\right) \cdot s\right)} \cdot \left(c \cdot x\right)\right) \cdot c} \]

   6. lower-*.f64 72.2

      \[\leadsto \frac{1}{\left(\color{blue}{\left(\left(s \cdot x\right) \cdot s\right)} \cdot \left(c \cdot x\right)\right) \cdot c} \]

10. Applied rewrites 72.2%

    \[\leadsto \frac{1}{\left(\color{blue}{\left(\left(s \cdot x\right) \cdot s\right)} \cdot \left(c \cdot x\right)\right) \cdot c} \]
11. Add Preprocessing

Alternative 8: 63.9% accurate, 4.2× speedup

Math

\[\begin{array}{l} c_m = \left|c\right| \\ [x, c_m, s] = \mathsf{sort}([x, c_m, s])\\ \\ \frac{1}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \left(c\_m \cdot x\right)\right) \cdot c\_m} \end{array} \]

FPCore

c_m = (fabs.f64 c)
NOTE: x, c_m, and s should be sorted in increasing order before calling this function.
(FPCore (x c_m s)
 :precision binary64
 (/ 1.0 (* (* (* (* s s) x) (* c_m x)) c_m)))

C

c_m = fabs(c);
assert(x < c_m && c_m < s);
double code(double x, double c_m, double s) {
	return 1.0 / ((((s * s) * x) * (c_m * x)) * c_m);
}

Fortran

c_m =     private
NOTE: x, c_m, and s should be sorted in increasing order before calling this function.
module fmin_fmax_functions
    implicit none
    private
    public fmax
    public fmin

    interface fmax
        module procedure fmax88
        module procedure fmax44
        module procedure fmax84
        module procedure fmax48
    end interface
    interface fmin
        module procedure fmin88
        module procedure fmin44
        module procedure fmin84
        module procedure fmin48
    end interface
contains
    real(8) function fmax88(x, y) result (res)
        real(8), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(x, max(x, y), y /= y), x /= x)
    end function
    real(4) function fmax44(x, y) result (res)
        real(4), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(y, merge(x, max(x, y), y /= y), x /= x)
    end function
    real(8) function fmax84(x, y) result(res)
        real(8), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
    end function
    real(8) function fmax48(x, y) result(res)
        real(4), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
    end function
    real(8) function fmin88(x, y) result (res)
        real(8), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(x, min(x, y), y /= y), x /= x)
    end function
    real(4) function fmin44(x, y) result (res)
        real(4), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(y, merge(x, min(x, y), y /= y), x /= x)
    end function
    real(8) function fmin84(x, y) result(res)
        real(8), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
    end function
    real(8) function fmin48(x, y) result(res)
        real(4), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
    end function
end module

real(8) function code(x, c_m, s)
use fmin_fmax_functions
    real(8), intent (in) :: x
    real(8), intent (in) :: c_m
    real(8), intent (in) :: s
    code = 1.0d0 / ((((s * s) * x) * (c_m * x)) * c_m)
end function

Java

c_m = Math.abs(c);
assert x < c_m && c_m < s;
public static double code(double x, double c_m, double s) {
	return 1.0 / ((((s * s) * x) * (c_m * x)) * c_m);
}

Python

c_m = math.fabs(c)
[x, c_m, s] = sort([x, c_m, s])
def code(x, c_m, s):
	return 1.0 / ((((s * s) * x) * (c_m * x)) * c_m)

Julia

c_m = abs(c)
x, c_m, s = sort([x, c_m, s])
function code(x, c_m, s)
	return Float64(1.0 / Float64(Float64(Float64(Float64(s * s) * x) * Float64(c_m * x)) * c_m))
end

MATLAB

c_m = abs(c);
x, c_m, s = num2cell(sort([x, c_m, s])){:}
function tmp = code(x, c_m, s)
	tmp = 1.0 / ((((s * s) * x) * (c_m * x)) * c_m);
end

Wolfram

c_m = N[Abs[c], $MachinePrecision]
NOTE: x, c_m, and s should be sorted in increasing order before calling this function.
code[x_, c$95$m_, s_] := N[(1.0 / N[(N[(N[(N[(s * s), $MachinePrecision] * x), $MachinePrecision] * N[(c$95$m * x), $MachinePrecision]), $MachinePrecision] * c$95$m), $MachinePrecision]), $MachinePrecision]

Derivation

1. Initial program 66.8%

   \[\frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]

2. Taylor expanded in x around 0

   \[\leadsto \frac{\color{blue}{1}}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]
3. Step-by-step derivation

4. Applied rewrites 59.2%

   \[\leadsto \frac{\color{blue}{1}}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]
5. Step-by-step derivation

   1. lift-*.f64 N/A

      \[\leadsto \frac{1}{\color{blue}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)}} \]

   2. lift-pow.f64 N/A

      \[\leadsto \frac{1}{\color{blue}{{c}^{2}} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]

   3. pow2 N/A

      \[\leadsto \frac{1}{\color{blue}{\left(c \cdot c\right)} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]

   4. lift-*.f64 N/A

      \[\leadsto \frac{1}{\color{blue}{\left(c \cdot c\right)} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]

   5. *-commutative N/A

      \[\leadsto \frac{1}{\color{blue}{\left(\left(x \cdot {s}^{2}\right) \cdot x\right) \cdot \left(c \cdot c\right)}} \]

   6. lift-*.f64 N/A

      \[\leadsto \frac{1}{\color{blue}{\left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \cdot \left(c \cdot c\right)} \]

   7. lift-*.f64 N/A

      \[\leadsto \frac{1}{\left(\color{blue}{\left(x \cdot {s}^{2}\right)} \cdot x\right) \cdot \left(c \cdot c\right)} \]

   8. lift-pow.f64 N/A

      \[\leadsto \frac{1}{\left(\left(x \cdot \color{blue}{{s}^{2}}\right) \cdot x\right) \cdot \left(c \cdot c\right)} \]

   9. pow2 N/A

      \[\leadsto \frac{1}{\left(\left(x \cdot \color{blue}{\left(s \cdot s\right)}\right) \cdot x\right) \cdot \left(c \cdot c\right)} \]

   10. lift-*.f64 N/A

       \[\leadsto \frac{1}{\left(\left(x \cdot \color{blue}{\left(s \cdot s\right)}\right) \cdot x\right) \cdot \left(c \cdot c\right)} \]

   11. *-commutative N/A

       \[\leadsto \frac{1}{\left(\color{blue}{\left(\left(s \cdot s\right) \cdot x\right)} \cdot x\right) \cdot \left(c \cdot c\right)} \]

   12. lift-*.f64 N/A

       \[\leadsto \frac{1}{\left(\color{blue}{\left(\left(s \cdot s\right) \cdot x\right)} \cdot x\right) \cdot \left(c \cdot c\right)} \]

   13. lift-*.f64 N/A

       \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right)} \cdot \left(c \cdot c\right)} \]

   14. lift-*.f64 N/A

       \[\leadsto \frac{1}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot \color{blue}{\left(c \cdot c\right)}} \]

   15. associate-*r* N/A

       \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right) \cdot c}} \]

   16. lower-*.f64 N/A

       \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right) \cdot c}} \]

   17. lower-*.f64 64.2

       \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right)} \cdot c} \]

6. Applied rewrites 64.2%

   \[\leadsto \color{blue}{\frac{1}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right) \cdot c}} \]
7. Step-by-step derivation

   1. lift-*.f64 N/A

      \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right)} \cdot c} \]

   2. lift-*.f64 N/A

      \[\leadsto \frac{1}{\left(\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right)} \cdot c\right) \cdot c} \]

   3. associate-*l* N/A

      \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \left(x \cdot c\right)\right)} \cdot c} \]

   4. lift-*.f64 N/A

      \[\leadsto \frac{1}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \color{blue}{\left(x \cdot c\right)}\right) \cdot c} \]

   5. lower-*.f64 65.4

      \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \left(x \cdot c\right)\right)} \cdot c} \]

   6. lift-*.f64 N/A

      \[\leadsto \frac{1}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \color{blue}{\left(x \cdot c\right)}\right) \cdot c} \]

   7. *-commutative N/A

      \[\leadsto \frac{1}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \color{blue}{\left(c \cdot x\right)}\right) \cdot c} \]

   8. lower-*.f64 65.4

      \[\leadsto \frac{1}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \color{blue}{\left(c \cdot x\right)}\right) \cdot c} \]

8. Applied rewrites 65.4%

   \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \left(c \cdot x\right)\right)} \cdot c} \]
9. Add Preprocessing

Alternative 9: 63.5% accurate, 4.2× speedup

Math

\[\begin{array}{l} c_m = \left|c\right| \\ [x, c_m, s] = \mathsf{sort}([x, c_m, s])\\ \\ \frac{1}{\left(\left(s \cdot s\right) \cdot \left(x \cdot \left(c\_m \cdot x\right)\right)\right) \cdot c\_m} \end{array} \]

FPCore

c_m = (fabs.f64 c)
NOTE: x, c_m, and s should be sorted in increasing order before calling this function.
(FPCore (x c_m s)
 :precision binary64
 (/ 1.0 (* (* (* s s) (* x (* c_m x))) c_m)))

C

c_m = fabs(c);
assert(x < c_m && c_m < s);
double code(double x, double c_m, double s) {
	return 1.0 / (((s * s) * (x * (c_m * x))) * c_m);
}

Fortran

c_m =     private
NOTE: x, c_m, and s should be sorted in increasing order before calling this function.
module fmin_fmax_functions
    implicit none
    private
    public fmax
    public fmin

    interface fmax
        module procedure fmax88
        module procedure fmax44
        module procedure fmax84
        module procedure fmax48
    end interface
    interface fmin
        module procedure fmin88
        module procedure fmin44
        module procedure fmin84
        module procedure fmin48
    end interface
contains
    real(8) function fmax88(x, y) result (res)
        real(8), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(x, max(x, y), y /= y), x /= x)
    end function
    real(4) function fmax44(x, y) result (res)
        real(4), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(y, merge(x, max(x, y), y /= y), x /= x)
    end function
    real(8) function fmax84(x, y) result(res)
        real(8), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
    end function
    real(8) function fmax48(x, y) result(res)
        real(4), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
    end function
    real(8) function fmin88(x, y) result (res)
        real(8), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(x, min(x, y), y /= y), x /= x)
    end function
    real(4) function fmin44(x, y) result (res)
        real(4), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(y, merge(x, min(x, y), y /= y), x /= x)
    end function
    real(8) function fmin84(x, y) result(res)
        real(8), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
    end function
    real(8) function fmin48(x, y) result(res)
        real(4), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
    end function
end module

real(8) function code(x, c_m, s)
use fmin_fmax_functions
    real(8), intent (in) :: x
    real(8), intent (in) :: c_m
    real(8), intent (in) :: s
    code = 1.0d0 / (((s * s) * (x * (c_m * x))) * c_m)
end function

Java

c_m = Math.abs(c);
assert x < c_m && c_m < s;
public static double code(double x, double c_m, double s) {
	return 1.0 / (((s * s) * (x * (c_m * x))) * c_m);
}

Python

c_m = math.fabs(c)
[x, c_m, s] = sort([x, c_m, s])
def code(x, c_m, s):
	return 1.0 / (((s * s) * (x * (c_m * x))) * c_m)

Julia

c_m = abs(c)
x, c_m, s = sort([x, c_m, s])
function code(x, c_m, s)
	return Float64(1.0 / Float64(Float64(Float64(s * s) * Float64(x * Float64(c_m * x))) * c_m))
end

MATLAB

c_m = abs(c);
x, c_m, s = num2cell(sort([x, c_m, s])){:}
function tmp = code(x, c_m, s)
	tmp = 1.0 / (((s * s) * (x * (c_m * x))) * c_m);
end

Wolfram

c_m = N[Abs[c], $MachinePrecision]
NOTE: x, c_m, and s should be sorted in increasing order before calling this function.
code[x_, c$95$m_, s_] := N[(1.0 / N[(N[(N[(s * s), $MachinePrecision] * N[(x * N[(c$95$m * x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * c$95$m), $MachinePrecision]), $MachinePrecision]

Derivation

1. Initial program 66.8%

   \[\frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]

2. Taylor expanded in x around 0

   \[\leadsto \frac{\color{blue}{1}}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]
3. Step-by-step derivation

4. Applied rewrites 59.2%

   \[\leadsto \frac{\color{blue}{1}}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]
5. Step-by-step derivation

   1. lift-*.f64 N/A

      \[\leadsto \frac{1}{\color{blue}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)}} \]

   2. lift-pow.f64 N/A

      \[\leadsto \frac{1}{\color{blue}{{c}^{2}} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]

   3. pow2 N/A

      \[\leadsto \frac{1}{\color{blue}{\left(c \cdot c\right)} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]

   4. lift-*.f64 N/A

      \[\leadsto \frac{1}{\color{blue}{\left(c \cdot c\right)} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]

   5. *-commutative N/A

      \[\leadsto \frac{1}{\color{blue}{\left(\left(x \cdot {s}^{2}\right) \cdot x\right) \cdot \left(c \cdot c\right)}} \]

   6. lift-*.f64 N/A

      \[\leadsto \frac{1}{\color{blue}{\left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \cdot \left(c \cdot c\right)} \]

   7. lift-*.f64 N/A

      \[\leadsto \frac{1}{\left(\color{blue}{\left(x \cdot {s}^{2}\right)} \cdot x\right) \cdot \left(c \cdot c\right)} \]

   8. lift-pow.f64 N/A

      \[\leadsto \frac{1}{\left(\left(x \cdot \color{blue}{{s}^{2}}\right) \cdot x\right) \cdot \left(c \cdot c\right)} \]

   9. pow2 N/A

      \[\leadsto \frac{1}{\left(\left(x \cdot \color{blue}{\left(s \cdot s\right)}\right) \cdot x\right) \cdot \left(c \cdot c\right)} \]

   10. lift-*.f64 N/A

       \[\leadsto \frac{1}{\left(\left(x \cdot \color{blue}{\left(s \cdot s\right)}\right) \cdot x\right) \cdot \left(c \cdot c\right)} \]

   11. *-commutative N/A

       \[\leadsto \frac{1}{\left(\color{blue}{\left(\left(s \cdot s\right) \cdot x\right)} \cdot x\right) \cdot \left(c \cdot c\right)} \]

   12. lift-*.f64 N/A

       \[\leadsto \frac{1}{\left(\color{blue}{\left(\left(s \cdot s\right) \cdot x\right)} \cdot x\right) \cdot \left(c \cdot c\right)} \]

   13. lift-*.f64 N/A

       \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right)} \cdot \left(c \cdot c\right)} \]

   14. lift-*.f64 N/A

       \[\leadsto \frac{1}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot \color{blue}{\left(c \cdot c\right)}} \]

   15. associate-*r* N/A

       \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right) \cdot c}} \]

   16. lower-*.f64 N/A

       \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right) \cdot c}} \]

   17. lower-*.f64 64.2

       \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right)} \cdot c} \]

6. Applied rewrites 64.2%

   \[\leadsto \color{blue}{\frac{1}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right) \cdot c}} \]
7. Step-by-step derivation

   1. lift-*.f64 N/A

      \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right)} \cdot c} \]

   2. lift-*.f64 N/A

      \[\leadsto \frac{1}{\left(\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right)} \cdot c\right) \cdot c} \]

   3. associate-*l* N/A

      \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \left(x \cdot c\right)\right)} \cdot c} \]

   4. lift-*.f64 N/A

      \[\leadsto \frac{1}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \color{blue}{\left(x \cdot c\right)}\right) \cdot c} \]

   5. lower-*.f64 65.4

      \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \left(x \cdot c\right)\right)} \cdot c} \]

   6. lift-*.f64 N/A

      \[\leadsto \frac{1}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \color{blue}{\left(x \cdot c\right)}\right) \cdot c} \]

   7. *-commutative N/A

      \[\leadsto \frac{1}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \color{blue}{\left(c \cdot x\right)}\right) \cdot c} \]

   8. lower-*.f64 65.4

      \[\leadsto \frac{1}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \color{blue}{\left(c \cdot x\right)}\right) \cdot c} \]

8. Applied rewrites 65.4%

   \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \left(c \cdot x\right)\right)} \cdot c} \]
9. Step-by-step derivation

   1. lift-*.f64 N/A

      \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \left(c \cdot x\right)\right)} \cdot c} \]

   2. lift-*.f64 N/A

      \[\leadsto \frac{1}{\left(\color{blue}{\left(\left(s \cdot s\right) \cdot x\right)} \cdot \left(c \cdot x\right)\right) \cdot c} \]

   3. associate-*l* N/A

      \[\leadsto \frac{1}{\color{blue}{\left(\left(s \cdot s\right) \cdot \left(x \cdot \left(c \cdot x\right)\right)\right)} \cdot c} \]

   4. lower-*.f64 N/A

      \[\leadsto \frac{1}{\color{blue}{\left(\left(s \cdot s\right) \cdot \left(x \cdot \left(c \cdot x\right)\right)\right)} \cdot c} \]

   5. lower-*.f64 63.5

      \[\leadsto \frac{1}{\left(\left(s \cdot s\right) \cdot \color{blue}{\left(x \cdot \left(c \cdot x\right)\right)}\right) \cdot c} \]

10. Applied rewrites 63.5%

    \[\leadsto \frac{1}{\color{blue}{\left(\left(s \cdot s\right) \cdot \left(x \cdot \left(c \cdot x\right)\right)\right)} \cdot c} \]
11. Add Preprocessing

Alternative 10: 59.7% accurate, 4.2× speedup

Math

\[\begin{array}{l} c_m = \left|c\right| \\ [x, c_m, s] = \mathsf{sort}([x, c_m, s])\\ \\ \frac{1}{\left(\left(s \cdot s\right) \cdot x\right) \cdot \left(x \cdot \left(c\_m \cdot c\_m\right)\right)} \end{array} \]

FPCore

c_m = (fabs.f64 c)
NOTE: x, c_m, and s should be sorted in increasing order before calling this function.
(FPCore (x c_m s)
 :precision binary64
 (/ 1.0 (* (* (* s s) x) (* x (* c_m c_m)))))

C

c_m = fabs(c);
assert(x < c_m && c_m < s);
double code(double x, double c_m, double s) {
	return 1.0 / (((s * s) * x) * (x * (c_m * c_m)));
}

Fortran

c_m =     private
NOTE: x, c_m, and s should be sorted in increasing order before calling this function.
module fmin_fmax_functions
    implicit none
    private
    public fmax
    public fmin

    interface fmax
        module procedure fmax88
        module procedure fmax44
        module procedure fmax84
        module procedure fmax48
    end interface
    interface fmin
        module procedure fmin88
        module procedure fmin44
        module procedure fmin84
        module procedure fmin48
    end interface
contains
    real(8) function fmax88(x, y) result (res)
        real(8), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(x, max(x, y), y /= y), x /= x)
    end function
    real(4) function fmax44(x, y) result (res)
        real(4), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(y, merge(x, max(x, y), y /= y), x /= x)
    end function
    real(8) function fmax84(x, y) result(res)
        real(8), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
    end function
    real(8) function fmax48(x, y) result(res)
        real(4), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
    end function
    real(8) function fmin88(x, y) result (res)
        real(8), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(x, min(x, y), y /= y), x /= x)
    end function
    real(4) function fmin44(x, y) result (res)
        real(4), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(y, merge(x, min(x, y), y /= y), x /= x)
    end function
    real(8) function fmin84(x, y) result(res)
        real(8), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
    end function
    real(8) function fmin48(x, y) result(res)
        real(4), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
    end function
end module

real(8) function code(x, c_m, s)
use fmin_fmax_functions
    real(8), intent (in) :: x
    real(8), intent (in) :: c_m
    real(8), intent (in) :: s
    code = 1.0d0 / (((s * s) * x) * (x * (c_m * c_m)))
end function

Java

c_m = Math.abs(c);
assert x < c_m && c_m < s;
public static double code(double x, double c_m, double s) {
	return 1.0 / (((s * s) * x) * (x * (c_m * c_m)));
}

Python

c_m = math.fabs(c)
[x, c_m, s] = sort([x, c_m, s])
def code(x, c_m, s):
	return 1.0 / (((s * s) * x) * (x * (c_m * c_m)))

Julia

c_m = abs(c)
x, c_m, s = sort([x, c_m, s])
function code(x, c_m, s)
	return Float64(1.0 / Float64(Float64(Float64(s * s) * x) * Float64(x * Float64(c_m * c_m))))
end

MATLAB

c_m = abs(c);
x, c_m, s = num2cell(sort([x, c_m, s])){:}
function tmp = code(x, c_m, s)
	tmp = 1.0 / (((s * s) * x) * (x * (c_m * c_m)));
end

Wolfram

c_m = N[Abs[c], $MachinePrecision]
NOTE: x, c_m, and s should be sorted in increasing order before calling this function.
code[x_, c$95$m_, s_] := N[(1.0 / N[(N[(N[(s * s), $MachinePrecision] * x), $MachinePrecision] * N[(x * N[(c$95$m * c$95$m), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]

Derivation

1. Initial program 66.8%

   \[\frac{\cos \left(2 \cdot x\right)}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]

2. Taylor expanded in x around 0

   \[\leadsto \frac{\color{blue}{1}}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]
3. Step-by-step derivation

4. Applied rewrites 59.2%

   \[\leadsto \frac{\color{blue}{1}}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]
5. Step-by-step derivation

   1. lift-*.f64 N/A

      \[\leadsto \frac{1}{\color{blue}{{c}^{2} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)}} \]

   2. lift-pow.f64 N/A

      \[\leadsto \frac{1}{\color{blue}{{c}^{2}} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]

   3. pow2 N/A

      \[\leadsto \frac{1}{\color{blue}{\left(c \cdot c\right)} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]

   4. lift-*.f64 N/A

      \[\leadsto \frac{1}{\color{blue}{\left(c \cdot c\right)} \cdot \left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \]

   5. *-commutative N/A

      \[\leadsto \frac{1}{\color{blue}{\left(\left(x \cdot {s}^{2}\right) \cdot x\right) \cdot \left(c \cdot c\right)}} \]

   6. lift-*.f64 N/A

      \[\leadsto \frac{1}{\color{blue}{\left(\left(x \cdot {s}^{2}\right) \cdot x\right)} \cdot \left(c \cdot c\right)} \]

   7. lift-*.f64 N/A

      \[\leadsto \frac{1}{\left(\color{blue}{\left(x \cdot {s}^{2}\right)} \cdot x\right) \cdot \left(c \cdot c\right)} \]

   8. lift-pow.f64 N/A

      \[\leadsto \frac{1}{\left(\left(x \cdot \color{blue}{{s}^{2}}\right) \cdot x\right) \cdot \left(c \cdot c\right)} \]

   9. pow2 N/A

      \[\leadsto \frac{1}{\left(\left(x \cdot \color{blue}{\left(s \cdot s\right)}\right) \cdot x\right) \cdot \left(c \cdot c\right)} \]

   10. lift-*.f64 N/A

       \[\leadsto \frac{1}{\left(\left(x \cdot \color{blue}{\left(s \cdot s\right)}\right) \cdot x\right) \cdot \left(c \cdot c\right)} \]

   11. *-commutative N/A

       \[\leadsto \frac{1}{\left(\color{blue}{\left(\left(s \cdot s\right) \cdot x\right)} \cdot x\right) \cdot \left(c \cdot c\right)} \]

   12. lift-*.f64 N/A

       \[\leadsto \frac{1}{\left(\color{blue}{\left(\left(s \cdot s\right) \cdot x\right)} \cdot x\right) \cdot \left(c \cdot c\right)} \]

   13. lift-*.f64 N/A

       \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right)} \cdot \left(c \cdot c\right)} \]

   14. lift-*.f64 N/A

       \[\leadsto \frac{1}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot \color{blue}{\left(c \cdot c\right)}} \]

   15. associate-*r* N/A

       \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right) \cdot c}} \]

   16. lower-*.f64 N/A

       \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right) \cdot c}} \]

   17. lower-*.f64 64.2

       \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right)} \cdot c} \]

6. Applied rewrites 64.2%

   \[\leadsto \color{blue}{\frac{1}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right) \cdot c}} \]
7. Step-by-step derivation

   1. lift-*.f64 N/A

      \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right)} \cdot c} \]

   2. lift-*.f64 N/A

      \[\leadsto \frac{1}{\left(\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right)} \cdot c\right) \cdot c} \]

   3. associate-*l* N/A

      \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \left(x \cdot c\right)\right)} \cdot c} \]

   4. lift-*.f64 N/A

      \[\leadsto \frac{1}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \color{blue}{\left(x \cdot c\right)}\right) \cdot c} \]

   5. lower-*.f64 65.4

      \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \left(x \cdot c\right)\right)} \cdot c} \]

   6. lift-*.f64 N/A

      \[\leadsto \frac{1}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \color{blue}{\left(x \cdot c\right)}\right) \cdot c} \]

   7. *-commutative N/A

      \[\leadsto \frac{1}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \color{blue}{\left(c \cdot x\right)}\right) \cdot c} \]

   8. lower-*.f64 65.4

      \[\leadsto \frac{1}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \color{blue}{\left(c \cdot x\right)}\right) \cdot c} \]

8. Applied rewrites 65.4%

   \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \left(c \cdot x\right)\right)} \cdot c} \]
9. Step-by-step derivation

   1. lift-*.f64 N/A

      \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \left(c \cdot x\right)\right) \cdot c}} \]

   2. lift-*.f64 N/A

      \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \left(c \cdot x\right)\right)} \cdot c} \]

   3. lift-*.f64 N/A

      \[\leadsto \frac{1}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \color{blue}{\left(c \cdot x\right)}\right) \cdot c} \]

   4. *-commutative N/A

      \[\leadsto \frac{1}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot \color{blue}{\left(x \cdot c\right)}\right) \cdot c} \]

   5. associate-*l* N/A

      \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot c\right)} \cdot c} \]

   6. lift-*.f64 N/A

      \[\leadsto \frac{1}{\left(\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right)} \cdot c\right) \cdot c} \]

   7. associate-*l* N/A

      \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot \left(c \cdot c\right)}} \]

   8. lift-*.f64 N/A

      \[\leadsto \frac{1}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right) \cdot \color{blue}{\left(c \cdot c\right)}} \]

   9. lift-*.f64 N/A

      \[\leadsto \frac{1}{\color{blue}{\left(\left(\left(s \cdot s\right) \cdot x\right) \cdot x\right)} \cdot \left(c \cdot c\right)} \]

   10. associate-*l* N/A

       \[\leadsto \frac{1}{\color{blue}{\left(\left(s \cdot s\right) \cdot x\right) \cdot \left(x \cdot \left(c \cdot c\right)\right)}} \]

   11. lower-*.f64 N/A

       \[\leadsto \frac{1}{\color{blue}{\left(\left(s \cdot s\right) \cdot x\right) \cdot \left(x \cdot \left(c \cdot c\right)\right)}} \]

   12. lower-*.f64 59.7

       \[\leadsto \frac{1}{\left(\left(s \cdot s\right) \cdot x\right) \cdot \color{blue}{\left(x \cdot \left(c \cdot c\right)\right)}} \]

10. Applied rewrites 59.7%

    \[\leadsto \frac{1}{\color{blue}{\left(\left(s \cdot s\right) \cdot x\right) \cdot \left(x \cdot \left(c \cdot c\right)\right)}} \]
11. Add Preprocessing

Reproduce

herbie shell --seed 2025149 
(FPCore (x c s)
  :name "mixedcos"
  :precision binary64
  (/ (cos (* 2.0 x)) (* (pow c 2.0) (* (* x (pow s 2.0)) x))))