
(FPCore (x1 x2)
:precision binary64
(let* ((t_0 (* (* 3.0 x1) x1))
(t_1 (+ (* x1 x1) 1.0))
(t_2 (/ (- (+ t_0 (* 2.0 x2)) x1) t_1)))
(+
x1
(+
(+
(+
(+
(*
(+
(* (* (* 2.0 x1) t_2) (- t_2 3.0))
(* (* x1 x1) (- (* 4.0 t_2) 6.0)))
t_1)
(* t_0 t_2))
(* (* x1 x1) x1))
x1)
(* 3.0 (/ (- (- t_0 (* 2.0 x2)) x1) t_1))))))
double code(double x1, double x2) {
double t_0 = (3.0 * x1) * x1;
double t_1 = (x1 * x1) + 1.0;
double t_2 = ((t_0 + (2.0 * x2)) - x1) / t_1;
return x1 + (((((((((2.0 * x1) * t_2) * (t_2 - 3.0)) + ((x1 * x1) * ((4.0 * t_2) - 6.0))) * t_1) + (t_0 * t_2)) + ((x1 * x1) * x1)) + x1) + (3.0 * (((t_0 - (2.0 * x2)) - x1) / t_1)));
}
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(x1, x2)
use fmin_fmax_functions
real(8), intent (in) :: x1
real(8), intent (in) :: x2
real(8) :: t_0
real(8) :: t_1
real(8) :: t_2
t_0 = (3.0d0 * x1) * x1
t_1 = (x1 * x1) + 1.0d0
t_2 = ((t_0 + (2.0d0 * x2)) - x1) / t_1
code = x1 + (((((((((2.0d0 * x1) * t_2) * (t_2 - 3.0d0)) + ((x1 * x1) * ((4.0d0 * t_2) - 6.0d0))) * t_1) + (t_0 * t_2)) + ((x1 * x1) * x1)) + x1) + (3.0d0 * (((t_0 - (2.0d0 * x2)) - x1) / t_1)))
end function
public static double code(double x1, double x2) {
double t_0 = (3.0 * x1) * x1;
double t_1 = (x1 * x1) + 1.0;
double t_2 = ((t_0 + (2.0 * x2)) - x1) / t_1;
return x1 + (((((((((2.0 * x1) * t_2) * (t_2 - 3.0)) + ((x1 * x1) * ((4.0 * t_2) - 6.0))) * t_1) + (t_0 * t_2)) + ((x1 * x1) * x1)) + x1) + (3.0 * (((t_0 - (2.0 * x2)) - x1) / t_1)));
}
def code(x1, x2): t_0 = (3.0 * x1) * x1 t_1 = (x1 * x1) + 1.0 t_2 = ((t_0 + (2.0 * x2)) - x1) / t_1 return x1 + (((((((((2.0 * x1) * t_2) * (t_2 - 3.0)) + ((x1 * x1) * ((4.0 * t_2) - 6.0))) * t_1) + (t_0 * t_2)) + ((x1 * x1) * x1)) + x1) + (3.0 * (((t_0 - (2.0 * x2)) - x1) / t_1)))
function code(x1, x2) t_0 = Float64(Float64(3.0 * x1) * x1) t_1 = Float64(Float64(x1 * x1) + 1.0) t_2 = Float64(Float64(Float64(t_0 + Float64(2.0 * x2)) - x1) / t_1) return Float64(x1 + Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(2.0 * x1) * t_2) * Float64(t_2 - 3.0)) + Float64(Float64(x1 * x1) * Float64(Float64(4.0 * t_2) - 6.0))) * t_1) + Float64(t_0 * t_2)) + Float64(Float64(x1 * x1) * x1)) + x1) + Float64(3.0 * Float64(Float64(Float64(t_0 - Float64(2.0 * x2)) - x1) / t_1)))) end
function tmp = code(x1, x2) t_0 = (3.0 * x1) * x1; t_1 = (x1 * x1) + 1.0; t_2 = ((t_0 + (2.0 * x2)) - x1) / t_1; tmp = x1 + (((((((((2.0 * x1) * t_2) * (t_2 - 3.0)) + ((x1 * x1) * ((4.0 * t_2) - 6.0))) * t_1) + (t_0 * t_2)) + ((x1 * x1) * x1)) + x1) + (3.0 * (((t_0 - (2.0 * x2)) - x1) / t_1))); end
code[x1_, x2_] := Block[{t$95$0 = N[(N[(3.0 * x1), $MachinePrecision] * x1), $MachinePrecision]}, Block[{t$95$1 = N[(N[(x1 * x1), $MachinePrecision] + 1.0), $MachinePrecision]}, Block[{t$95$2 = N[(N[(N[(t$95$0 + N[(2.0 * x2), $MachinePrecision]), $MachinePrecision] - x1), $MachinePrecision] / t$95$1), $MachinePrecision]}, N[(x1 + N[(N[(N[(N[(N[(N[(N[(N[(N[(2.0 * x1), $MachinePrecision] * t$95$2), $MachinePrecision] * N[(t$95$2 - 3.0), $MachinePrecision]), $MachinePrecision] + N[(N[(x1 * x1), $MachinePrecision] * N[(N[(4.0 * t$95$2), $MachinePrecision] - 6.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * t$95$1), $MachinePrecision] + N[(t$95$0 * t$95$2), $MachinePrecision]), $MachinePrecision] + N[(N[(x1 * x1), $MachinePrecision] * x1), $MachinePrecision]), $MachinePrecision] + x1), $MachinePrecision] + N[(3.0 * N[(N[(N[(t$95$0 - N[(2.0 * x2), $MachinePrecision]), $MachinePrecision] - x1), $MachinePrecision] / t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(3 \cdot x1\right) \cdot x1\\
t_1 := x1 \cdot x1 + 1\\
t_2 := \frac{\left(t\_0 + 2 \cdot x2\right) - x1}{t\_1}\\
x1 + \left(\left(\left(\left(\left(\left(\left(2 \cdot x1\right) \cdot t\_2\right) \cdot \left(t\_2 - 3\right) + \left(x1 \cdot x1\right) \cdot \left(4 \cdot t\_2 - 6\right)\right) \cdot t\_1 + t\_0 \cdot t\_2\right) + \left(x1 \cdot x1\right) \cdot x1\right) + x1\right) + 3 \cdot \frac{\left(t\_0 - 2 \cdot x2\right) - x1}{t\_1}\right)
\end{array}
\end{array}
Herbie found 16 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (x1 x2)
:precision binary64
(let* ((t_0 (* (* 3.0 x1) x1))
(t_1 (+ (* x1 x1) 1.0))
(t_2 (/ (- (+ t_0 (* 2.0 x2)) x1) t_1)))
(+
x1
(+
(+
(+
(+
(*
(+
(* (* (* 2.0 x1) t_2) (- t_2 3.0))
(* (* x1 x1) (- (* 4.0 t_2) 6.0)))
t_1)
(* t_0 t_2))
(* (* x1 x1) x1))
x1)
(* 3.0 (/ (- (- t_0 (* 2.0 x2)) x1) t_1))))))
double code(double x1, double x2) {
double t_0 = (3.0 * x1) * x1;
double t_1 = (x1 * x1) + 1.0;
double t_2 = ((t_0 + (2.0 * x2)) - x1) / t_1;
return x1 + (((((((((2.0 * x1) * t_2) * (t_2 - 3.0)) + ((x1 * x1) * ((4.0 * t_2) - 6.0))) * t_1) + (t_0 * t_2)) + ((x1 * x1) * x1)) + x1) + (3.0 * (((t_0 - (2.0 * x2)) - x1) / t_1)));
}
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(x1, x2)
use fmin_fmax_functions
real(8), intent (in) :: x1
real(8), intent (in) :: x2
real(8) :: t_0
real(8) :: t_1
real(8) :: t_2
t_0 = (3.0d0 * x1) * x1
t_1 = (x1 * x1) + 1.0d0
t_2 = ((t_0 + (2.0d0 * x2)) - x1) / t_1
code = x1 + (((((((((2.0d0 * x1) * t_2) * (t_2 - 3.0d0)) + ((x1 * x1) * ((4.0d0 * t_2) - 6.0d0))) * t_1) + (t_0 * t_2)) + ((x1 * x1) * x1)) + x1) + (3.0d0 * (((t_0 - (2.0d0 * x2)) - x1) / t_1)))
end function
public static double code(double x1, double x2) {
double t_0 = (3.0 * x1) * x1;
double t_1 = (x1 * x1) + 1.0;
double t_2 = ((t_0 + (2.0 * x2)) - x1) / t_1;
return x1 + (((((((((2.0 * x1) * t_2) * (t_2 - 3.0)) + ((x1 * x1) * ((4.0 * t_2) - 6.0))) * t_1) + (t_0 * t_2)) + ((x1 * x1) * x1)) + x1) + (3.0 * (((t_0 - (2.0 * x2)) - x1) / t_1)));
}
def code(x1, x2): t_0 = (3.0 * x1) * x1 t_1 = (x1 * x1) + 1.0 t_2 = ((t_0 + (2.0 * x2)) - x1) / t_1 return x1 + (((((((((2.0 * x1) * t_2) * (t_2 - 3.0)) + ((x1 * x1) * ((4.0 * t_2) - 6.0))) * t_1) + (t_0 * t_2)) + ((x1 * x1) * x1)) + x1) + (3.0 * (((t_0 - (2.0 * x2)) - x1) / t_1)))
function code(x1, x2) t_0 = Float64(Float64(3.0 * x1) * x1) t_1 = Float64(Float64(x1 * x1) + 1.0) t_2 = Float64(Float64(Float64(t_0 + Float64(2.0 * x2)) - x1) / t_1) return Float64(x1 + Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(2.0 * x1) * t_2) * Float64(t_2 - 3.0)) + Float64(Float64(x1 * x1) * Float64(Float64(4.0 * t_2) - 6.0))) * t_1) + Float64(t_0 * t_2)) + Float64(Float64(x1 * x1) * x1)) + x1) + Float64(3.0 * Float64(Float64(Float64(t_0 - Float64(2.0 * x2)) - x1) / t_1)))) end
function tmp = code(x1, x2) t_0 = (3.0 * x1) * x1; t_1 = (x1 * x1) + 1.0; t_2 = ((t_0 + (2.0 * x2)) - x1) / t_1; tmp = x1 + (((((((((2.0 * x1) * t_2) * (t_2 - 3.0)) + ((x1 * x1) * ((4.0 * t_2) - 6.0))) * t_1) + (t_0 * t_2)) + ((x1 * x1) * x1)) + x1) + (3.0 * (((t_0 - (2.0 * x2)) - x1) / t_1))); end
code[x1_, x2_] := Block[{t$95$0 = N[(N[(3.0 * x1), $MachinePrecision] * x1), $MachinePrecision]}, Block[{t$95$1 = N[(N[(x1 * x1), $MachinePrecision] + 1.0), $MachinePrecision]}, Block[{t$95$2 = N[(N[(N[(t$95$0 + N[(2.0 * x2), $MachinePrecision]), $MachinePrecision] - x1), $MachinePrecision] / t$95$1), $MachinePrecision]}, N[(x1 + N[(N[(N[(N[(N[(N[(N[(N[(N[(2.0 * x1), $MachinePrecision] * t$95$2), $MachinePrecision] * N[(t$95$2 - 3.0), $MachinePrecision]), $MachinePrecision] + N[(N[(x1 * x1), $MachinePrecision] * N[(N[(4.0 * t$95$2), $MachinePrecision] - 6.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * t$95$1), $MachinePrecision] + N[(t$95$0 * t$95$2), $MachinePrecision]), $MachinePrecision] + N[(N[(x1 * x1), $MachinePrecision] * x1), $MachinePrecision]), $MachinePrecision] + x1), $MachinePrecision] + N[(3.0 * N[(N[(N[(t$95$0 - N[(2.0 * x2), $MachinePrecision]), $MachinePrecision] - x1), $MachinePrecision] / t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(3 \cdot x1\right) \cdot x1\\
t_1 := x1 \cdot x1 + 1\\
t_2 := \frac{\left(t\_0 + 2 \cdot x2\right) - x1}{t\_1}\\
x1 + \left(\left(\left(\left(\left(\left(\left(2 \cdot x1\right) \cdot t\_2\right) \cdot \left(t\_2 - 3\right) + \left(x1 \cdot x1\right) \cdot \left(4 \cdot t\_2 - 6\right)\right) \cdot t\_1 + t\_0 \cdot t\_2\right) + \left(x1 \cdot x1\right) \cdot x1\right) + x1\right) + 3 \cdot \frac{\left(t\_0 - 2 \cdot x2\right) - x1}{t\_1}\right)
\end{array}
\end{array}
(FPCore (x1 x2)
:precision binary64
(let* ((t_0 (* (* x1 x1) x1))
(t_1 (* (* 3.0 x1) x1))
(t_2 (- (* 2.0 x2) 3.0))
(t_3 (+ (* x1 x1) 1.0))
(t_4 (/ (- (+ t_1 (* 2.0 x2)) x1) t_3))
(t_5
(*
(+
(* (* (* 2.0 x1) t_4) (- t_4 3.0))
(* (* x1 x1) (- (* 4.0 t_4) 6.0)))
t_3))
(t_6
(+
x1
(+
(+ (+ (+ t_5 (* t_1 t_4)) t_0) x1)
(* 3.0 (/ (- (- t_1 (* 2.0 x2)) x1) t_3)))))
(t_7
(+
x1
(+ (+ (+ (+ t_5 (* 9.0 (* x1 x1))) t_0) x1) (* 3.0 (* -2.0 x2)))))
(t_8 (* x2 t_2)))
(if (<= t_6 -1e+126)
t_7
(if (<= t_6 0.02)
(fma
-6.0
x2
(*
x1
(-
(fma
4.0
t_8
(*
x1
(-
(fma
2.0
(fma -2.0 x2 (* -1.0 t_2))
(fma
3.0
(- 3.0 (* -2.0 x2))
(fma
6.0
x2
(fma
8.0
x2
(*
x1
(-
(fma
2.0
(-
(+ 1.0 (fma 2.0 (* x2 (- 3.0 (* 2.0 x2))) (* 3.0 t_2)))
(* 2.0 t_8))
(* 4.0 t_8))
3.0))))))
6.0)))
1.0)))
(if (<= t_6 INFINITY) t_7 (* 6.0 (* (* x1 x1) (* x1 x1))))))))
double code(double x1, double x2) {
double t_0 = (x1 * x1) * x1;
double t_1 = (3.0 * x1) * x1;
double t_2 = (2.0 * x2) - 3.0;
double t_3 = (x1 * x1) + 1.0;
double t_4 = ((t_1 + (2.0 * x2)) - x1) / t_3;
double t_5 = ((((2.0 * x1) * t_4) * (t_4 - 3.0)) + ((x1 * x1) * ((4.0 * t_4) - 6.0))) * t_3;
double t_6 = x1 + ((((t_5 + (t_1 * t_4)) + t_0) + x1) + (3.0 * (((t_1 - (2.0 * x2)) - x1) / t_3)));
double t_7 = x1 + ((((t_5 + (9.0 * (x1 * x1))) + t_0) + x1) + (3.0 * (-2.0 * x2)));
double t_8 = x2 * t_2;
double tmp;
if (t_6 <= -1e+126) {
tmp = t_7;
} else if (t_6 <= 0.02) {
tmp = fma(-6.0, x2, (x1 * (fma(4.0, t_8, (x1 * (fma(2.0, fma(-2.0, x2, (-1.0 * t_2)), fma(3.0, (3.0 - (-2.0 * x2)), fma(6.0, x2, fma(8.0, x2, (x1 * (fma(2.0, ((1.0 + fma(2.0, (x2 * (3.0 - (2.0 * x2))), (3.0 * t_2))) - (2.0 * t_8)), (4.0 * t_8)) - 3.0)))))) - 6.0))) - 1.0)));
} else if (t_6 <= ((double) INFINITY)) {
tmp = t_7;
} else {
tmp = 6.0 * ((x1 * x1) * (x1 * x1));
}
return tmp;
}
function code(x1, x2) t_0 = Float64(Float64(x1 * x1) * x1) t_1 = Float64(Float64(3.0 * x1) * x1) t_2 = Float64(Float64(2.0 * x2) - 3.0) t_3 = Float64(Float64(x1 * x1) + 1.0) t_4 = Float64(Float64(Float64(t_1 + Float64(2.0 * x2)) - x1) / t_3) t_5 = Float64(Float64(Float64(Float64(Float64(2.0 * x1) * t_4) * Float64(t_4 - 3.0)) + Float64(Float64(x1 * x1) * Float64(Float64(4.0 * t_4) - 6.0))) * t_3) t_6 = Float64(x1 + Float64(Float64(Float64(Float64(t_5 + Float64(t_1 * t_4)) + t_0) + x1) + Float64(3.0 * Float64(Float64(Float64(t_1 - Float64(2.0 * x2)) - x1) / t_3)))) t_7 = Float64(x1 + Float64(Float64(Float64(Float64(t_5 + Float64(9.0 * Float64(x1 * x1))) + t_0) + x1) + Float64(3.0 * Float64(-2.0 * x2)))) t_8 = Float64(x2 * t_2) tmp = 0.0 if (t_6 <= -1e+126) tmp = t_7; elseif (t_6 <= 0.02) tmp = fma(-6.0, x2, Float64(x1 * Float64(fma(4.0, t_8, Float64(x1 * Float64(fma(2.0, fma(-2.0, x2, Float64(-1.0 * t_2)), fma(3.0, Float64(3.0 - Float64(-2.0 * x2)), fma(6.0, x2, fma(8.0, x2, Float64(x1 * Float64(fma(2.0, Float64(Float64(1.0 + fma(2.0, Float64(x2 * Float64(3.0 - Float64(2.0 * x2))), Float64(3.0 * t_2))) - Float64(2.0 * t_8)), Float64(4.0 * t_8)) - 3.0)))))) - 6.0))) - 1.0))); elseif (t_6 <= Inf) tmp = t_7; else tmp = Float64(6.0 * Float64(Float64(x1 * x1) * Float64(x1 * x1))); end return tmp end
code[x1_, x2_] := Block[{t$95$0 = N[(N[(x1 * x1), $MachinePrecision] * x1), $MachinePrecision]}, Block[{t$95$1 = N[(N[(3.0 * x1), $MachinePrecision] * x1), $MachinePrecision]}, Block[{t$95$2 = N[(N[(2.0 * x2), $MachinePrecision] - 3.0), $MachinePrecision]}, Block[{t$95$3 = N[(N[(x1 * x1), $MachinePrecision] + 1.0), $MachinePrecision]}, Block[{t$95$4 = N[(N[(N[(t$95$1 + N[(2.0 * x2), $MachinePrecision]), $MachinePrecision] - x1), $MachinePrecision] / t$95$3), $MachinePrecision]}, Block[{t$95$5 = N[(N[(N[(N[(N[(2.0 * x1), $MachinePrecision] * t$95$4), $MachinePrecision] * N[(t$95$4 - 3.0), $MachinePrecision]), $MachinePrecision] + N[(N[(x1 * x1), $MachinePrecision] * N[(N[(4.0 * t$95$4), $MachinePrecision] - 6.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * t$95$3), $MachinePrecision]}, Block[{t$95$6 = N[(x1 + N[(N[(N[(N[(t$95$5 + N[(t$95$1 * t$95$4), $MachinePrecision]), $MachinePrecision] + t$95$0), $MachinePrecision] + x1), $MachinePrecision] + N[(3.0 * N[(N[(N[(t$95$1 - N[(2.0 * x2), $MachinePrecision]), $MachinePrecision] - x1), $MachinePrecision] / t$95$3), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$7 = N[(x1 + N[(N[(N[(N[(t$95$5 + N[(9.0 * N[(x1 * x1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + t$95$0), $MachinePrecision] + x1), $MachinePrecision] + N[(3.0 * N[(-2.0 * x2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$8 = N[(x2 * t$95$2), $MachinePrecision]}, If[LessEqual[t$95$6, -1e+126], t$95$7, If[LessEqual[t$95$6, 0.02], N[(-6.0 * x2 + N[(x1 * N[(N[(4.0 * t$95$8 + N[(x1 * N[(N[(2.0 * N[(-2.0 * x2 + N[(-1.0 * t$95$2), $MachinePrecision]), $MachinePrecision] + N[(3.0 * N[(3.0 - N[(-2.0 * x2), $MachinePrecision]), $MachinePrecision] + N[(6.0 * x2 + N[(8.0 * x2 + N[(x1 * N[(N[(2.0 * N[(N[(1.0 + N[(2.0 * N[(x2 * N[(3.0 - N[(2.0 * x2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(3.0 * t$95$2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(2.0 * t$95$8), $MachinePrecision]), $MachinePrecision] + N[(4.0 * t$95$8), $MachinePrecision]), $MachinePrecision] - 3.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - 6.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - 1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[t$95$6, Infinity], t$95$7, N[(6.0 * N[(N[(x1 * x1), $MachinePrecision] * N[(x1 * x1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]]]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(x1 \cdot x1\right) \cdot x1\\
t_1 := \left(3 \cdot x1\right) \cdot x1\\
t_2 := 2 \cdot x2 - 3\\
t_3 := x1 \cdot x1 + 1\\
t_4 := \frac{\left(t\_1 + 2 \cdot x2\right) - x1}{t\_3}\\
t_5 := \left(\left(\left(2 \cdot x1\right) \cdot t\_4\right) \cdot \left(t\_4 - 3\right) + \left(x1 \cdot x1\right) \cdot \left(4 \cdot t\_4 - 6\right)\right) \cdot t\_3\\
t_6 := x1 + \left(\left(\left(\left(t\_5 + t\_1 \cdot t\_4\right) + t\_0\right) + x1\right) + 3 \cdot \frac{\left(t\_1 - 2 \cdot x2\right) - x1}{t\_3}\right)\\
t_7 := x1 + \left(\left(\left(\left(t\_5 + 9 \cdot \left(x1 \cdot x1\right)\right) + t\_0\right) + x1\right) + 3 \cdot \left(-2 \cdot x2\right)\right)\\
t_8 := x2 \cdot t\_2\\
\mathbf{if}\;t\_6 \leq -1 \cdot 10^{+126}:\\
\;\;\;\;t\_7\\
\mathbf{elif}\;t\_6 \leq 0.02:\\
\;\;\;\;\mathsf{fma}\left(-6, x2, x1 \cdot \left(\mathsf{fma}\left(4, t\_8, x1 \cdot \left(\mathsf{fma}\left(2, \mathsf{fma}\left(-2, x2, -1 \cdot t\_2\right), \mathsf{fma}\left(3, 3 - -2 \cdot x2, \mathsf{fma}\left(6, x2, \mathsf{fma}\left(8, x2, x1 \cdot \left(\mathsf{fma}\left(2, \left(1 + \mathsf{fma}\left(2, x2 \cdot \left(3 - 2 \cdot x2\right), 3 \cdot t\_2\right)\right) - 2 \cdot t\_8, 4 \cdot t\_8\right) - 3\right)\right)\right)\right)\right) - 6\right)\right) - 1\right)\right)\\
\mathbf{elif}\;t\_6 \leq \infty:\\
\;\;\;\;t\_7\\
\mathbf{else}:\\
\;\;\;\;6 \cdot \left(\left(x1 \cdot x1\right) \cdot \left(x1 \cdot x1\right)\right)\\
\end{array}
\end{array}
if (+.f64 x1 (+.f64 (+.f64 (+.f64 (+.f64 (*.f64 (+.f64 (*.f64 (*.f64 (*.f64 #s(literal 2 binary64) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) (-.f64 (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) #s(literal 3 binary64))) (*.f64 (*.f64 x1 x1) (-.f64 (*.f64 #s(literal 4 binary64) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) #s(literal 6 binary64)))) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) (*.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))))) (*.f64 (*.f64 x1 x1) x1)) x1) (*.f64 #s(literal 3 binary64) (/.f64 (-.f64 (-.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))))) < -9.99999999999999925e125 or 0.0200000000000000004 < (+.f64 x1 (+.f64 (+.f64 (+.f64 (+.f64 (*.f64 (+.f64 (*.f64 (*.f64 (*.f64 #s(literal 2 binary64) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) (-.f64 (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) #s(literal 3 binary64))) (*.f64 (*.f64 x1 x1) (-.f64 (*.f64 #s(literal 4 binary64) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) #s(literal 6 binary64)))) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) (*.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))))) (*.f64 (*.f64 x1 x1) x1)) x1) (*.f64 #s(literal 3 binary64) (/.f64 (-.f64 (-.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))))) < +inf.0Initial program 70.4%
Taylor expanded in x1 around inf
lower-*.f64N/A
pow2N/A
lift-*.f6469.7
Applied rewrites69.7%
Taylor expanded in x1 around 0
lower-*.f6458.1
Applied rewrites58.1%
if -9.99999999999999925e125 < (+.f64 x1 (+.f64 (+.f64 (+.f64 (+.f64 (*.f64 (+.f64 (*.f64 (*.f64 (*.f64 #s(literal 2 binary64) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) (-.f64 (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) #s(literal 3 binary64))) (*.f64 (*.f64 x1 x1) (-.f64 (*.f64 #s(literal 4 binary64) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) #s(literal 6 binary64)))) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) (*.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))))) (*.f64 (*.f64 x1 x1) x1)) x1) (*.f64 #s(literal 3 binary64) (/.f64 (-.f64 (-.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))))) < 0.0200000000000000004Initial program 70.4%
Taylor expanded in x1 around 0
Applied rewrites50.5%
if +inf.0 < (+.f64 x1 (+.f64 (+.f64 (+.f64 (+.f64 (*.f64 (+.f64 (*.f64 (*.f64 (*.f64 #s(literal 2 binary64) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) (-.f64 (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) #s(literal 3 binary64))) (*.f64 (*.f64 x1 x1) (-.f64 (*.f64 #s(literal 4 binary64) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) #s(literal 6 binary64)))) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) (*.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))))) (*.f64 (*.f64 x1 x1) x1)) x1) (*.f64 #s(literal 3 binary64) (/.f64 (-.f64 (-.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))))) Initial program 70.4%
Taylor expanded in x1 around inf
lower-*.f64N/A
sqr-powN/A
metadata-evalN/A
metadata-evalN/A
lower-*.f64N/A
pow2N/A
lift-*.f64N/A
pow2N/A
lift-*.f6445.7
Applied rewrites45.7%
(FPCore (x1 x2)
:precision binary64
(let* ((t_0 (* (* 3.0 x1) x1))
(t_1 (+ (* x1 x1) 1.0))
(t_2 (/ (- (+ t_0 (* 2.0 x2)) x1) t_1))
(t_3
(+
x1
(+
(+
(+
(+
(*
(+
(* (* (* 2.0 x1) t_2) (- t_2 3.0))
(* (* x1 x1) (- (* 4.0 t_2) 6.0)))
t_1)
(* t_0 t_2))
(* (* x1 x1) x1))
x1)
(* 3.0 (/ (- (- t_0 (* 2.0 x2)) x1) t_1))))))
(if (<= t_3 INFINITY) t_3 (* 6.0 (* (* x1 x1) (* x1 x1))))))
double code(double x1, double x2) {
double t_0 = (3.0 * x1) * x1;
double t_1 = (x1 * x1) + 1.0;
double t_2 = ((t_0 + (2.0 * x2)) - x1) / t_1;
double t_3 = x1 + (((((((((2.0 * x1) * t_2) * (t_2 - 3.0)) + ((x1 * x1) * ((4.0 * t_2) - 6.0))) * t_1) + (t_0 * t_2)) + ((x1 * x1) * x1)) + x1) + (3.0 * (((t_0 - (2.0 * x2)) - x1) / t_1)));
double tmp;
if (t_3 <= ((double) INFINITY)) {
tmp = t_3;
} else {
tmp = 6.0 * ((x1 * x1) * (x1 * x1));
}
return tmp;
}
public static double code(double x1, double x2) {
double t_0 = (3.0 * x1) * x1;
double t_1 = (x1 * x1) + 1.0;
double t_2 = ((t_0 + (2.0 * x2)) - x1) / t_1;
double t_3 = x1 + (((((((((2.0 * x1) * t_2) * (t_2 - 3.0)) + ((x1 * x1) * ((4.0 * t_2) - 6.0))) * t_1) + (t_0 * t_2)) + ((x1 * x1) * x1)) + x1) + (3.0 * (((t_0 - (2.0 * x2)) - x1) / t_1)));
double tmp;
if (t_3 <= Double.POSITIVE_INFINITY) {
tmp = t_3;
} else {
tmp = 6.0 * ((x1 * x1) * (x1 * x1));
}
return tmp;
}
def code(x1, x2): t_0 = (3.0 * x1) * x1 t_1 = (x1 * x1) + 1.0 t_2 = ((t_0 + (2.0 * x2)) - x1) / t_1 t_3 = x1 + (((((((((2.0 * x1) * t_2) * (t_2 - 3.0)) + ((x1 * x1) * ((4.0 * t_2) - 6.0))) * t_1) + (t_0 * t_2)) + ((x1 * x1) * x1)) + x1) + (3.0 * (((t_0 - (2.0 * x2)) - x1) / t_1))) tmp = 0 if t_3 <= math.inf: tmp = t_3 else: tmp = 6.0 * ((x1 * x1) * (x1 * x1)) return tmp
function code(x1, x2) t_0 = Float64(Float64(3.0 * x1) * x1) t_1 = Float64(Float64(x1 * x1) + 1.0) t_2 = Float64(Float64(Float64(t_0 + Float64(2.0 * x2)) - x1) / t_1) t_3 = Float64(x1 + Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(2.0 * x1) * t_2) * Float64(t_2 - 3.0)) + Float64(Float64(x1 * x1) * Float64(Float64(4.0 * t_2) - 6.0))) * t_1) + Float64(t_0 * t_2)) + Float64(Float64(x1 * x1) * x1)) + x1) + Float64(3.0 * Float64(Float64(Float64(t_0 - Float64(2.0 * x2)) - x1) / t_1)))) tmp = 0.0 if (t_3 <= Inf) tmp = t_3; else tmp = Float64(6.0 * Float64(Float64(x1 * x1) * Float64(x1 * x1))); end return tmp end
function tmp_2 = code(x1, x2) t_0 = (3.0 * x1) * x1; t_1 = (x1 * x1) + 1.0; t_2 = ((t_0 + (2.0 * x2)) - x1) / t_1; t_3 = x1 + (((((((((2.0 * x1) * t_2) * (t_2 - 3.0)) + ((x1 * x1) * ((4.0 * t_2) - 6.0))) * t_1) + (t_0 * t_2)) + ((x1 * x1) * x1)) + x1) + (3.0 * (((t_0 - (2.0 * x2)) - x1) / t_1))); tmp = 0.0; if (t_3 <= Inf) tmp = t_3; else tmp = 6.0 * ((x1 * x1) * (x1 * x1)); end tmp_2 = tmp; end
code[x1_, x2_] := Block[{t$95$0 = N[(N[(3.0 * x1), $MachinePrecision] * x1), $MachinePrecision]}, Block[{t$95$1 = N[(N[(x1 * x1), $MachinePrecision] + 1.0), $MachinePrecision]}, Block[{t$95$2 = N[(N[(N[(t$95$0 + N[(2.0 * x2), $MachinePrecision]), $MachinePrecision] - x1), $MachinePrecision] / t$95$1), $MachinePrecision]}, Block[{t$95$3 = N[(x1 + N[(N[(N[(N[(N[(N[(N[(N[(N[(2.0 * x1), $MachinePrecision] * t$95$2), $MachinePrecision] * N[(t$95$2 - 3.0), $MachinePrecision]), $MachinePrecision] + N[(N[(x1 * x1), $MachinePrecision] * N[(N[(4.0 * t$95$2), $MachinePrecision] - 6.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * t$95$1), $MachinePrecision] + N[(t$95$0 * t$95$2), $MachinePrecision]), $MachinePrecision] + N[(N[(x1 * x1), $MachinePrecision] * x1), $MachinePrecision]), $MachinePrecision] + x1), $MachinePrecision] + N[(3.0 * N[(N[(N[(t$95$0 - N[(2.0 * x2), $MachinePrecision]), $MachinePrecision] - x1), $MachinePrecision] / t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[t$95$3, Infinity], t$95$3, N[(6.0 * N[(N[(x1 * x1), $MachinePrecision] * N[(x1 * x1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(3 \cdot x1\right) \cdot x1\\
t_1 := x1 \cdot x1 + 1\\
t_2 := \frac{\left(t\_0 + 2 \cdot x2\right) - x1}{t\_1}\\
t_3 := x1 + \left(\left(\left(\left(\left(\left(\left(2 \cdot x1\right) \cdot t\_2\right) \cdot \left(t\_2 - 3\right) + \left(x1 \cdot x1\right) \cdot \left(4 \cdot t\_2 - 6\right)\right) \cdot t\_1 + t\_0 \cdot t\_2\right) + \left(x1 \cdot x1\right) \cdot x1\right) + x1\right) + 3 \cdot \frac{\left(t\_0 - 2 \cdot x2\right) - x1}{t\_1}\right)\\
\mathbf{if}\;t\_3 \leq \infty:\\
\;\;\;\;t\_3\\
\mathbf{else}:\\
\;\;\;\;6 \cdot \left(\left(x1 \cdot x1\right) \cdot \left(x1 \cdot x1\right)\right)\\
\end{array}
\end{array}
if (+.f64 x1 (+.f64 (+.f64 (+.f64 (+.f64 (*.f64 (+.f64 (*.f64 (*.f64 (*.f64 #s(literal 2 binary64) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) (-.f64 (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) #s(literal 3 binary64))) (*.f64 (*.f64 x1 x1) (-.f64 (*.f64 #s(literal 4 binary64) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) #s(literal 6 binary64)))) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) (*.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))))) (*.f64 (*.f64 x1 x1) x1)) x1) (*.f64 #s(literal 3 binary64) (/.f64 (-.f64 (-.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))))) < +inf.0Initial program 70.4%
if +inf.0 < (+.f64 x1 (+.f64 (+.f64 (+.f64 (+.f64 (*.f64 (+.f64 (*.f64 (*.f64 (*.f64 #s(literal 2 binary64) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) (-.f64 (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) #s(literal 3 binary64))) (*.f64 (*.f64 x1 x1) (-.f64 (*.f64 #s(literal 4 binary64) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) #s(literal 6 binary64)))) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) (*.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))))) (*.f64 (*.f64 x1 x1) x1)) x1) (*.f64 #s(literal 3 binary64) (/.f64 (-.f64 (-.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))))) Initial program 70.4%
Taylor expanded in x1 around inf
lower-*.f64N/A
sqr-powN/A
metadata-evalN/A
metadata-evalN/A
lower-*.f64N/A
pow2N/A
lift-*.f64N/A
pow2N/A
lift-*.f6445.7
Applied rewrites45.7%
(FPCore (x1 x2)
:precision binary64
(let* ((t_0 (* (* x1 x1) x1))
(t_1 (+ (* x1 x1) 1.0))
(t_2 (* (* 3.0 x1) x1))
(t_3 (/ (- (+ t_2 (* 2.0 x2)) x1) t_1))
(t_4
(*
(+
(* (* (* 2.0 x1) t_3) (- t_3 3.0))
(* (* x1 x1) (- (* 4.0 t_3) 6.0)))
t_1))
(t_5 (* 3.0 (/ (- (- t_2 (* 2.0 x2)) x1) t_1))))
(if (<= (+ x1 (+ (+ (+ (+ t_4 (* t_2 t_3)) t_0) x1) t_5)) INFINITY)
(+ x1 (+ (+ (+ (+ t_4 (* 9.0 (* x1 x1))) t_0) x1) t_5))
(* 6.0 (* (* x1 x1) (* x1 x1))))))
double code(double x1, double x2) {
double t_0 = (x1 * x1) * x1;
double t_1 = (x1 * x1) + 1.0;
double t_2 = (3.0 * x1) * x1;
double t_3 = ((t_2 + (2.0 * x2)) - x1) / t_1;
double t_4 = ((((2.0 * x1) * t_3) * (t_3 - 3.0)) + ((x1 * x1) * ((4.0 * t_3) - 6.0))) * t_1;
double t_5 = 3.0 * (((t_2 - (2.0 * x2)) - x1) / t_1);
double tmp;
if ((x1 + ((((t_4 + (t_2 * t_3)) + t_0) + x1) + t_5)) <= ((double) INFINITY)) {
tmp = x1 + ((((t_4 + (9.0 * (x1 * x1))) + t_0) + x1) + t_5);
} else {
tmp = 6.0 * ((x1 * x1) * (x1 * x1));
}
return tmp;
}
public static double code(double x1, double x2) {
double t_0 = (x1 * x1) * x1;
double t_1 = (x1 * x1) + 1.0;
double t_2 = (3.0 * x1) * x1;
double t_3 = ((t_2 + (2.0 * x2)) - x1) / t_1;
double t_4 = ((((2.0 * x1) * t_3) * (t_3 - 3.0)) + ((x1 * x1) * ((4.0 * t_3) - 6.0))) * t_1;
double t_5 = 3.0 * (((t_2 - (2.0 * x2)) - x1) / t_1);
double tmp;
if ((x1 + ((((t_4 + (t_2 * t_3)) + t_0) + x1) + t_5)) <= Double.POSITIVE_INFINITY) {
tmp = x1 + ((((t_4 + (9.0 * (x1 * x1))) + t_0) + x1) + t_5);
} else {
tmp = 6.0 * ((x1 * x1) * (x1 * x1));
}
return tmp;
}
def code(x1, x2): t_0 = (x1 * x1) * x1 t_1 = (x1 * x1) + 1.0 t_2 = (3.0 * x1) * x1 t_3 = ((t_2 + (2.0 * x2)) - x1) / t_1 t_4 = ((((2.0 * x1) * t_3) * (t_3 - 3.0)) + ((x1 * x1) * ((4.0 * t_3) - 6.0))) * t_1 t_5 = 3.0 * (((t_2 - (2.0 * x2)) - x1) / t_1) tmp = 0 if (x1 + ((((t_4 + (t_2 * t_3)) + t_0) + x1) + t_5)) <= math.inf: tmp = x1 + ((((t_4 + (9.0 * (x1 * x1))) + t_0) + x1) + t_5) else: tmp = 6.0 * ((x1 * x1) * (x1 * x1)) return tmp
function code(x1, x2) t_0 = Float64(Float64(x1 * x1) * x1) t_1 = Float64(Float64(x1 * x1) + 1.0) t_2 = Float64(Float64(3.0 * x1) * x1) t_3 = Float64(Float64(Float64(t_2 + Float64(2.0 * x2)) - x1) / t_1) t_4 = Float64(Float64(Float64(Float64(Float64(2.0 * x1) * t_3) * Float64(t_3 - 3.0)) + Float64(Float64(x1 * x1) * Float64(Float64(4.0 * t_3) - 6.0))) * t_1) t_5 = Float64(3.0 * Float64(Float64(Float64(t_2 - Float64(2.0 * x2)) - x1) / t_1)) tmp = 0.0 if (Float64(x1 + Float64(Float64(Float64(Float64(t_4 + Float64(t_2 * t_3)) + t_0) + x1) + t_5)) <= Inf) tmp = Float64(x1 + Float64(Float64(Float64(Float64(t_4 + Float64(9.0 * Float64(x1 * x1))) + t_0) + x1) + t_5)); else tmp = Float64(6.0 * Float64(Float64(x1 * x1) * Float64(x1 * x1))); end return tmp end
function tmp_2 = code(x1, x2) t_0 = (x1 * x1) * x1; t_1 = (x1 * x1) + 1.0; t_2 = (3.0 * x1) * x1; t_3 = ((t_2 + (2.0 * x2)) - x1) / t_1; t_4 = ((((2.0 * x1) * t_3) * (t_3 - 3.0)) + ((x1 * x1) * ((4.0 * t_3) - 6.0))) * t_1; t_5 = 3.0 * (((t_2 - (2.0 * x2)) - x1) / t_1); tmp = 0.0; if ((x1 + ((((t_4 + (t_2 * t_3)) + t_0) + x1) + t_5)) <= Inf) tmp = x1 + ((((t_4 + (9.0 * (x1 * x1))) + t_0) + x1) + t_5); else tmp = 6.0 * ((x1 * x1) * (x1 * x1)); end tmp_2 = tmp; end
code[x1_, x2_] := Block[{t$95$0 = N[(N[(x1 * x1), $MachinePrecision] * x1), $MachinePrecision]}, Block[{t$95$1 = N[(N[(x1 * x1), $MachinePrecision] + 1.0), $MachinePrecision]}, Block[{t$95$2 = N[(N[(3.0 * x1), $MachinePrecision] * x1), $MachinePrecision]}, Block[{t$95$3 = N[(N[(N[(t$95$2 + N[(2.0 * x2), $MachinePrecision]), $MachinePrecision] - x1), $MachinePrecision] / t$95$1), $MachinePrecision]}, Block[{t$95$4 = N[(N[(N[(N[(N[(2.0 * x1), $MachinePrecision] * t$95$3), $MachinePrecision] * N[(t$95$3 - 3.0), $MachinePrecision]), $MachinePrecision] + N[(N[(x1 * x1), $MachinePrecision] * N[(N[(4.0 * t$95$3), $MachinePrecision] - 6.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * t$95$1), $MachinePrecision]}, Block[{t$95$5 = N[(3.0 * N[(N[(N[(t$95$2 - N[(2.0 * x2), $MachinePrecision]), $MachinePrecision] - x1), $MachinePrecision] / t$95$1), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[N[(x1 + N[(N[(N[(N[(t$95$4 + N[(t$95$2 * t$95$3), $MachinePrecision]), $MachinePrecision] + t$95$0), $MachinePrecision] + x1), $MachinePrecision] + t$95$5), $MachinePrecision]), $MachinePrecision], Infinity], N[(x1 + N[(N[(N[(N[(t$95$4 + N[(9.0 * N[(x1 * x1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + t$95$0), $MachinePrecision] + x1), $MachinePrecision] + t$95$5), $MachinePrecision]), $MachinePrecision], N[(6.0 * N[(N[(x1 * x1), $MachinePrecision] * N[(x1 * x1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(x1 \cdot x1\right) \cdot x1\\
t_1 := x1 \cdot x1 + 1\\
t_2 := \left(3 \cdot x1\right) \cdot x1\\
t_3 := \frac{\left(t\_2 + 2 \cdot x2\right) - x1}{t\_1}\\
t_4 := \left(\left(\left(2 \cdot x1\right) \cdot t\_3\right) \cdot \left(t\_3 - 3\right) + \left(x1 \cdot x1\right) \cdot \left(4 \cdot t\_3 - 6\right)\right) \cdot t\_1\\
t_5 := 3 \cdot \frac{\left(t\_2 - 2 \cdot x2\right) - x1}{t\_1}\\
\mathbf{if}\;x1 + \left(\left(\left(\left(t\_4 + t\_2 \cdot t\_3\right) + t\_0\right) + x1\right) + t\_5\right) \leq \infty:\\
\;\;\;\;x1 + \left(\left(\left(\left(t\_4 + 9 \cdot \left(x1 \cdot x1\right)\right) + t\_0\right) + x1\right) + t\_5\right)\\
\mathbf{else}:\\
\;\;\;\;6 \cdot \left(\left(x1 \cdot x1\right) \cdot \left(x1 \cdot x1\right)\right)\\
\end{array}
\end{array}
if (+.f64 x1 (+.f64 (+.f64 (+.f64 (+.f64 (*.f64 (+.f64 (*.f64 (*.f64 (*.f64 #s(literal 2 binary64) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) (-.f64 (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) #s(literal 3 binary64))) (*.f64 (*.f64 x1 x1) (-.f64 (*.f64 #s(literal 4 binary64) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) #s(literal 6 binary64)))) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) (*.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))))) (*.f64 (*.f64 x1 x1) x1)) x1) (*.f64 #s(literal 3 binary64) (/.f64 (-.f64 (-.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))))) < +inf.0Initial program 70.4%
Taylor expanded in x1 around inf
lower-*.f64N/A
pow2N/A
lift-*.f6469.7
Applied rewrites69.7%
if +inf.0 < (+.f64 x1 (+.f64 (+.f64 (+.f64 (+.f64 (*.f64 (+.f64 (*.f64 (*.f64 (*.f64 #s(literal 2 binary64) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) (-.f64 (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) #s(literal 3 binary64))) (*.f64 (*.f64 x1 x1) (-.f64 (*.f64 #s(literal 4 binary64) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) #s(literal 6 binary64)))) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) (*.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))))) (*.f64 (*.f64 x1 x1) x1)) x1) (*.f64 #s(literal 3 binary64) (/.f64 (-.f64 (-.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))))) Initial program 70.4%
Taylor expanded in x1 around inf
lower-*.f64N/A
sqr-powN/A
metadata-evalN/A
metadata-evalN/A
lower-*.f64N/A
pow2N/A
lift-*.f64N/A
pow2N/A
lift-*.f6445.7
Applied rewrites45.7%
(FPCore (x1 x2)
:precision binary64
(let* ((t_0 (* (* 3.0 x1) x1))
(t_1 (* 2.0 (/ x2 (* x1 x1))))
(t_2 (- (* 2.0 x2) 3.0))
(t_3 (+ (* x1 x1) 1.0))
(t_4
(+
x1
(+
(+
(+
(+
(*
(+
(* (* (* 2.0 x1) t_1) (- t_1 3.0))
(*
(* x1 x1)
(+ 6.0 (* -1.0 (/ (+ 4.0 (* -4.0 (/ t_2 x1))) x1)))))
t_3)
(* t_0 t_1))
(* (* x1 x1) x1))
x1)
9.0))))
(if (<= x1 -8e+61)
(* (* x1 x1) (+ 9.0 (fma 4.0 t_2 (* x1 (- (* 6.0 x1) 3.0)))))
(if (<= x1 -7.0)
t_4
(if (<= x1 1.62)
(+
x1
(+
(+ x1 (* x2 (fma -12.0 x1 (* 8.0 (* x1 x2)))))
(* 3.0 (/ (- (- t_0 (* 2.0 x2)) x1) t_3))))
(if (<= x1 1.08e+71) t_4 (* 6.0 (* (* x1 x1) (* x1 x1)))))))))
double code(double x1, double x2) {
double t_0 = (3.0 * x1) * x1;
double t_1 = 2.0 * (x2 / (x1 * x1));
double t_2 = (2.0 * x2) - 3.0;
double t_3 = (x1 * x1) + 1.0;
double t_4 = x1 + (((((((((2.0 * x1) * t_1) * (t_1 - 3.0)) + ((x1 * x1) * (6.0 + (-1.0 * ((4.0 + (-4.0 * (t_2 / x1))) / x1))))) * t_3) + (t_0 * t_1)) + ((x1 * x1) * x1)) + x1) + 9.0);
double tmp;
if (x1 <= -8e+61) {
tmp = (x1 * x1) * (9.0 + fma(4.0, t_2, (x1 * ((6.0 * x1) - 3.0))));
} else if (x1 <= -7.0) {
tmp = t_4;
} else if (x1 <= 1.62) {
tmp = x1 + ((x1 + (x2 * fma(-12.0, x1, (8.0 * (x1 * x2))))) + (3.0 * (((t_0 - (2.0 * x2)) - x1) / t_3)));
} else if (x1 <= 1.08e+71) {
tmp = t_4;
} else {
tmp = 6.0 * ((x1 * x1) * (x1 * x1));
}
return tmp;
}
function code(x1, x2) t_0 = Float64(Float64(3.0 * x1) * x1) t_1 = Float64(2.0 * Float64(x2 / Float64(x1 * x1))) t_2 = Float64(Float64(2.0 * x2) - 3.0) t_3 = Float64(Float64(x1 * x1) + 1.0) t_4 = Float64(x1 + Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(2.0 * x1) * t_1) * Float64(t_1 - 3.0)) + Float64(Float64(x1 * x1) * Float64(6.0 + Float64(-1.0 * Float64(Float64(4.0 + Float64(-4.0 * Float64(t_2 / x1))) / x1))))) * t_3) + Float64(t_0 * t_1)) + Float64(Float64(x1 * x1) * x1)) + x1) + 9.0)) tmp = 0.0 if (x1 <= -8e+61) tmp = Float64(Float64(x1 * x1) * Float64(9.0 + fma(4.0, t_2, Float64(x1 * Float64(Float64(6.0 * x1) - 3.0))))); elseif (x1 <= -7.0) tmp = t_4; elseif (x1 <= 1.62) tmp = Float64(x1 + Float64(Float64(x1 + Float64(x2 * fma(-12.0, x1, Float64(8.0 * Float64(x1 * x2))))) + Float64(3.0 * Float64(Float64(Float64(t_0 - Float64(2.0 * x2)) - x1) / t_3)))); elseif (x1 <= 1.08e+71) tmp = t_4; else tmp = Float64(6.0 * Float64(Float64(x1 * x1) * Float64(x1 * x1))); end return tmp end
code[x1_, x2_] := Block[{t$95$0 = N[(N[(3.0 * x1), $MachinePrecision] * x1), $MachinePrecision]}, Block[{t$95$1 = N[(2.0 * N[(x2 / N[(x1 * x1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$2 = N[(N[(2.0 * x2), $MachinePrecision] - 3.0), $MachinePrecision]}, Block[{t$95$3 = N[(N[(x1 * x1), $MachinePrecision] + 1.0), $MachinePrecision]}, Block[{t$95$4 = N[(x1 + N[(N[(N[(N[(N[(N[(N[(N[(N[(2.0 * x1), $MachinePrecision] * t$95$1), $MachinePrecision] * N[(t$95$1 - 3.0), $MachinePrecision]), $MachinePrecision] + N[(N[(x1 * x1), $MachinePrecision] * N[(6.0 + N[(-1.0 * N[(N[(4.0 + N[(-4.0 * N[(t$95$2 / x1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / x1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * t$95$3), $MachinePrecision] + N[(t$95$0 * t$95$1), $MachinePrecision]), $MachinePrecision] + N[(N[(x1 * x1), $MachinePrecision] * x1), $MachinePrecision]), $MachinePrecision] + x1), $MachinePrecision] + 9.0), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[x1, -8e+61], N[(N[(x1 * x1), $MachinePrecision] * N[(9.0 + N[(4.0 * t$95$2 + N[(x1 * N[(N[(6.0 * x1), $MachinePrecision] - 3.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[x1, -7.0], t$95$4, If[LessEqual[x1, 1.62], N[(x1 + N[(N[(x1 + N[(x2 * N[(-12.0 * x1 + N[(8.0 * N[(x1 * x2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(3.0 * N[(N[(N[(t$95$0 - N[(2.0 * x2), $MachinePrecision]), $MachinePrecision] - x1), $MachinePrecision] / t$95$3), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[x1, 1.08e+71], t$95$4, N[(6.0 * N[(N[(x1 * x1), $MachinePrecision] * N[(x1 * x1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(3 \cdot x1\right) \cdot x1\\
t_1 := 2 \cdot \frac{x2}{x1 \cdot x1}\\
t_2 := 2 \cdot x2 - 3\\
t_3 := x1 \cdot x1 + 1\\
t_4 := x1 + \left(\left(\left(\left(\left(\left(\left(2 \cdot x1\right) \cdot t\_1\right) \cdot \left(t\_1 - 3\right) + \left(x1 \cdot x1\right) \cdot \left(6 + -1 \cdot \frac{4 + -4 \cdot \frac{t\_2}{x1}}{x1}\right)\right) \cdot t\_3 + t\_0 \cdot t\_1\right) + \left(x1 \cdot x1\right) \cdot x1\right) + x1\right) + 9\right)\\
\mathbf{if}\;x1 \leq -8 \cdot 10^{+61}:\\
\;\;\;\;\left(x1 \cdot x1\right) \cdot \left(9 + \mathsf{fma}\left(4, t\_2, x1 \cdot \left(6 \cdot x1 - 3\right)\right)\right)\\
\mathbf{elif}\;x1 \leq -7:\\
\;\;\;\;t\_4\\
\mathbf{elif}\;x1 \leq 1.62:\\
\;\;\;\;x1 + \left(\left(x1 + x2 \cdot \mathsf{fma}\left(-12, x1, 8 \cdot \left(x1 \cdot x2\right)\right)\right) + 3 \cdot \frac{\left(t\_0 - 2 \cdot x2\right) - x1}{t\_3}\right)\\
\mathbf{elif}\;x1 \leq 1.08 \cdot 10^{+71}:\\
\;\;\;\;t\_4\\
\mathbf{else}:\\
\;\;\;\;6 \cdot \left(\left(x1 \cdot x1\right) \cdot \left(x1 \cdot x1\right)\right)\\
\end{array}
\end{array}
if x1 < -7.9999999999999996e61Initial program 70.4%
Taylor expanded in x1 around inf
lower-*.f64N/A
Applied rewrites48.2%
Taylor expanded in x1 around 0
lower-*.f64N/A
pow2N/A
lift-*.f64N/A
lower-+.f64N/A
lower-fma.f64N/A
lift--.f64N/A
lift-*.f64N/A
lower-*.f64N/A
lower--.f64N/A
lower-*.f6448.4
Applied rewrites48.4%
if -7.9999999999999996e61 < x1 < -7 or 1.6200000000000001 < x1 < 1.08e71Initial program 70.4%
Taylor expanded in x2 around inf
lower-*.f64N/A
lower-/.f64N/A
lower-+.f64N/A
pow2N/A
lift-*.f6469.6
Applied rewrites69.6%
Taylor expanded in x2 around inf
lower-*.f64N/A
lower-/.f64N/A
lower-+.f64N/A
pow2N/A
lift-*.f6469.7
Applied rewrites69.7%
Taylor expanded in x2 around inf
lower-*.f64N/A
lower-/.f64N/A
lower-+.f64N/A
pow2N/A
lift-*.f6454.9
Applied rewrites54.9%
Taylor expanded in x2 around inf
lower-*.f64N/A
lower-/.f64N/A
lower-+.f64N/A
pow2N/A
lift-*.f6454.9
Applied rewrites54.9%
Taylor expanded in x1 around inf
Applied rewrites19.8%
Taylor expanded in x1 around inf
lower-*.f64N/A
pow2N/A
lift-*.f64N/A
lift-/.f6413.4
Applied rewrites13.4%
Taylor expanded in x1 around inf
lower-*.f64N/A
pow2N/A
lift-*.f64N/A
lift-/.f6413.3
Applied rewrites13.3%
Taylor expanded in x1 around inf
lower-*.f64N/A
pow2N/A
lift-*.f64N/A
lift-/.f649.6
Applied rewrites9.6%
Taylor expanded in x1 around inf
lower-*.f64N/A
pow2N/A
lift-*.f64N/A
lift-/.f649.6
Applied rewrites9.6%
Taylor expanded in x1 around -inf
lower-+.f64N/A
lower-*.f64N/A
lower-/.f64N/A
lower-+.f64N/A
lower-*.f64N/A
lower-/.f64N/A
lower--.f64N/A
lift-*.f6424.4
Applied rewrites24.4%
if -7 < x1 < 1.6200000000000001Initial program 70.4%
Taylor expanded in x1 around 0
lower-*.f64N/A
fp-cancel-sign-sub-invN/A
lower--.f64N/A
metadata-evalN/A
lower-*.f64N/A
lower-*.f64N/A
lower--.f64N/A
lift-*.f6448.6
Applied rewrites48.6%
Taylor expanded in x2 around 0
lower-+.f64N/A
lower-*.f64N/A
lower-fma.f64N/A
lower-*.f64N/A
lower-*.f6454.7
Applied rewrites54.7%
if 1.08e71 < x1 Initial program 70.4%
Taylor expanded in x1 around inf
lower-*.f64N/A
sqr-powN/A
metadata-evalN/A
metadata-evalN/A
lower-*.f64N/A
pow2N/A
lift-*.f64N/A
pow2N/A
lift-*.f6445.7
Applied rewrites45.7%
(FPCore (x1 x2)
:precision binary64
(let* ((t_0 (* 2.0 (/ x2 (+ 1.0 (* x1 x1)))))
(t_1 (* (* x1 x1) x1))
(t_2 (+ (* x1 x1) 1.0))
(t_3 (* (* 3.0 x1) x1))
(t_4 (/ (- (+ t_3 (* 2.0 x2)) x1) t_2))
(t_5
(*
(+
(* (* (* 2.0 x1) t_4) (- t_4 3.0))
(* (* x1 x1) (- (* 4.0 t_4) 6.0)))
t_2))
(t_6 (* 3.0 (/ (- (- t_3 (* 2.0 x2)) x1) t_2)))
(t_7 (+ x1 (+ (+ (+ (+ t_5 (* t_3 t_4)) t_1) x1) t_6))))
(if (<= t_7 0.02)
(+
x1
(+
(+
(+
(+
(*
(+
(* (* (* 2.0 x1) t_0) (- t_0 3.0))
(* (* x1 x1) (- (* 4.0 t_0) 6.0)))
t_2)
(* t_3 t_0))
t_1)
x1)
t_6))
(if (<= t_7 INFINITY)
(+ x1 (+ (+ (+ (+ t_5 (* 9.0 (* x1 x1))) t_1) x1) (* 3.0 (* -2.0 x2))))
(* 6.0 (* (* x1 x1) (* x1 x1)))))))
double code(double x1, double x2) {
double t_0 = 2.0 * (x2 / (1.0 + (x1 * x1)));
double t_1 = (x1 * x1) * x1;
double t_2 = (x1 * x1) + 1.0;
double t_3 = (3.0 * x1) * x1;
double t_4 = ((t_3 + (2.0 * x2)) - x1) / t_2;
double t_5 = ((((2.0 * x1) * t_4) * (t_4 - 3.0)) + ((x1 * x1) * ((4.0 * t_4) - 6.0))) * t_2;
double t_6 = 3.0 * (((t_3 - (2.0 * x2)) - x1) / t_2);
double t_7 = x1 + ((((t_5 + (t_3 * t_4)) + t_1) + x1) + t_6);
double tmp;
if (t_7 <= 0.02) {
tmp = x1 + (((((((((2.0 * x1) * t_0) * (t_0 - 3.0)) + ((x1 * x1) * ((4.0 * t_0) - 6.0))) * t_2) + (t_3 * t_0)) + t_1) + x1) + t_6);
} else if (t_7 <= ((double) INFINITY)) {
tmp = x1 + ((((t_5 + (9.0 * (x1 * x1))) + t_1) + x1) + (3.0 * (-2.0 * x2)));
} else {
tmp = 6.0 * ((x1 * x1) * (x1 * x1));
}
return tmp;
}
public static double code(double x1, double x2) {
double t_0 = 2.0 * (x2 / (1.0 + (x1 * x1)));
double t_1 = (x1 * x1) * x1;
double t_2 = (x1 * x1) + 1.0;
double t_3 = (3.0 * x1) * x1;
double t_4 = ((t_3 + (2.0 * x2)) - x1) / t_2;
double t_5 = ((((2.0 * x1) * t_4) * (t_4 - 3.0)) + ((x1 * x1) * ((4.0 * t_4) - 6.0))) * t_2;
double t_6 = 3.0 * (((t_3 - (2.0 * x2)) - x1) / t_2);
double t_7 = x1 + ((((t_5 + (t_3 * t_4)) + t_1) + x1) + t_6);
double tmp;
if (t_7 <= 0.02) {
tmp = x1 + (((((((((2.0 * x1) * t_0) * (t_0 - 3.0)) + ((x1 * x1) * ((4.0 * t_0) - 6.0))) * t_2) + (t_3 * t_0)) + t_1) + x1) + t_6);
} else if (t_7 <= Double.POSITIVE_INFINITY) {
tmp = x1 + ((((t_5 + (9.0 * (x1 * x1))) + t_1) + x1) + (3.0 * (-2.0 * x2)));
} else {
tmp = 6.0 * ((x1 * x1) * (x1 * x1));
}
return tmp;
}
def code(x1, x2): t_0 = 2.0 * (x2 / (1.0 + (x1 * x1))) t_1 = (x1 * x1) * x1 t_2 = (x1 * x1) + 1.0 t_3 = (3.0 * x1) * x1 t_4 = ((t_3 + (2.0 * x2)) - x1) / t_2 t_5 = ((((2.0 * x1) * t_4) * (t_4 - 3.0)) + ((x1 * x1) * ((4.0 * t_4) - 6.0))) * t_2 t_6 = 3.0 * (((t_3 - (2.0 * x2)) - x1) / t_2) t_7 = x1 + ((((t_5 + (t_3 * t_4)) + t_1) + x1) + t_6) tmp = 0 if t_7 <= 0.02: tmp = x1 + (((((((((2.0 * x1) * t_0) * (t_0 - 3.0)) + ((x1 * x1) * ((4.0 * t_0) - 6.0))) * t_2) + (t_3 * t_0)) + t_1) + x1) + t_6) elif t_7 <= math.inf: tmp = x1 + ((((t_5 + (9.0 * (x1 * x1))) + t_1) + x1) + (3.0 * (-2.0 * x2))) else: tmp = 6.0 * ((x1 * x1) * (x1 * x1)) return tmp
function code(x1, x2) t_0 = Float64(2.0 * Float64(x2 / Float64(1.0 + Float64(x1 * x1)))) t_1 = Float64(Float64(x1 * x1) * x1) t_2 = Float64(Float64(x1 * x1) + 1.0) t_3 = Float64(Float64(3.0 * x1) * x1) t_4 = Float64(Float64(Float64(t_3 + Float64(2.0 * x2)) - x1) / t_2) t_5 = Float64(Float64(Float64(Float64(Float64(2.0 * x1) * t_4) * Float64(t_4 - 3.0)) + Float64(Float64(x1 * x1) * Float64(Float64(4.0 * t_4) - 6.0))) * t_2) t_6 = Float64(3.0 * Float64(Float64(Float64(t_3 - Float64(2.0 * x2)) - x1) / t_2)) t_7 = Float64(x1 + Float64(Float64(Float64(Float64(t_5 + Float64(t_3 * t_4)) + t_1) + x1) + t_6)) tmp = 0.0 if (t_7 <= 0.02) tmp = Float64(x1 + Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(2.0 * x1) * t_0) * Float64(t_0 - 3.0)) + Float64(Float64(x1 * x1) * Float64(Float64(4.0 * t_0) - 6.0))) * t_2) + Float64(t_3 * t_0)) + t_1) + x1) + t_6)); elseif (t_7 <= Inf) tmp = Float64(x1 + Float64(Float64(Float64(Float64(t_5 + Float64(9.0 * Float64(x1 * x1))) + t_1) + x1) + Float64(3.0 * Float64(-2.0 * x2)))); else tmp = Float64(6.0 * Float64(Float64(x1 * x1) * Float64(x1 * x1))); end return tmp end
function tmp_2 = code(x1, x2) t_0 = 2.0 * (x2 / (1.0 + (x1 * x1))); t_1 = (x1 * x1) * x1; t_2 = (x1 * x1) + 1.0; t_3 = (3.0 * x1) * x1; t_4 = ((t_3 + (2.0 * x2)) - x1) / t_2; t_5 = ((((2.0 * x1) * t_4) * (t_4 - 3.0)) + ((x1 * x1) * ((4.0 * t_4) - 6.0))) * t_2; t_6 = 3.0 * (((t_3 - (2.0 * x2)) - x1) / t_2); t_7 = x1 + ((((t_5 + (t_3 * t_4)) + t_1) + x1) + t_6); tmp = 0.0; if (t_7 <= 0.02) tmp = x1 + (((((((((2.0 * x1) * t_0) * (t_0 - 3.0)) + ((x1 * x1) * ((4.0 * t_0) - 6.0))) * t_2) + (t_3 * t_0)) + t_1) + x1) + t_6); elseif (t_7 <= Inf) tmp = x1 + ((((t_5 + (9.0 * (x1 * x1))) + t_1) + x1) + (3.0 * (-2.0 * x2))); else tmp = 6.0 * ((x1 * x1) * (x1 * x1)); end tmp_2 = tmp; end
code[x1_, x2_] := Block[{t$95$0 = N[(2.0 * N[(x2 / N[(1.0 + N[(x1 * x1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(N[(x1 * x1), $MachinePrecision] * x1), $MachinePrecision]}, Block[{t$95$2 = N[(N[(x1 * x1), $MachinePrecision] + 1.0), $MachinePrecision]}, Block[{t$95$3 = N[(N[(3.0 * x1), $MachinePrecision] * x1), $MachinePrecision]}, Block[{t$95$4 = N[(N[(N[(t$95$3 + N[(2.0 * x2), $MachinePrecision]), $MachinePrecision] - x1), $MachinePrecision] / t$95$2), $MachinePrecision]}, Block[{t$95$5 = N[(N[(N[(N[(N[(2.0 * x1), $MachinePrecision] * t$95$4), $MachinePrecision] * N[(t$95$4 - 3.0), $MachinePrecision]), $MachinePrecision] + N[(N[(x1 * x1), $MachinePrecision] * N[(N[(4.0 * t$95$4), $MachinePrecision] - 6.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * t$95$2), $MachinePrecision]}, Block[{t$95$6 = N[(3.0 * N[(N[(N[(t$95$3 - N[(2.0 * x2), $MachinePrecision]), $MachinePrecision] - x1), $MachinePrecision] / t$95$2), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$7 = N[(x1 + N[(N[(N[(N[(t$95$5 + N[(t$95$3 * t$95$4), $MachinePrecision]), $MachinePrecision] + t$95$1), $MachinePrecision] + x1), $MachinePrecision] + t$95$6), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[t$95$7, 0.02], N[(x1 + N[(N[(N[(N[(N[(N[(N[(N[(N[(2.0 * x1), $MachinePrecision] * t$95$0), $MachinePrecision] * N[(t$95$0 - 3.0), $MachinePrecision]), $MachinePrecision] + N[(N[(x1 * x1), $MachinePrecision] * N[(N[(4.0 * t$95$0), $MachinePrecision] - 6.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * t$95$2), $MachinePrecision] + N[(t$95$3 * t$95$0), $MachinePrecision]), $MachinePrecision] + t$95$1), $MachinePrecision] + x1), $MachinePrecision] + t$95$6), $MachinePrecision]), $MachinePrecision], If[LessEqual[t$95$7, Infinity], N[(x1 + N[(N[(N[(N[(t$95$5 + N[(9.0 * N[(x1 * x1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + t$95$1), $MachinePrecision] + x1), $MachinePrecision] + N[(3.0 * N[(-2.0 * x2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(6.0 * N[(N[(x1 * x1), $MachinePrecision] * N[(x1 * x1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := 2 \cdot \frac{x2}{1 + x1 \cdot x1}\\
t_1 := \left(x1 \cdot x1\right) \cdot x1\\
t_2 := x1 \cdot x1 + 1\\
t_3 := \left(3 \cdot x1\right) \cdot x1\\
t_4 := \frac{\left(t\_3 + 2 \cdot x2\right) - x1}{t\_2}\\
t_5 := \left(\left(\left(2 \cdot x1\right) \cdot t\_4\right) \cdot \left(t\_4 - 3\right) + \left(x1 \cdot x1\right) \cdot \left(4 \cdot t\_4 - 6\right)\right) \cdot t\_2\\
t_6 := 3 \cdot \frac{\left(t\_3 - 2 \cdot x2\right) - x1}{t\_2}\\
t_7 := x1 + \left(\left(\left(\left(t\_5 + t\_3 \cdot t\_4\right) + t\_1\right) + x1\right) + t\_6\right)\\
\mathbf{if}\;t\_7 \leq 0.02:\\
\;\;\;\;x1 + \left(\left(\left(\left(\left(\left(\left(2 \cdot x1\right) \cdot t\_0\right) \cdot \left(t\_0 - 3\right) + \left(x1 \cdot x1\right) \cdot \left(4 \cdot t\_0 - 6\right)\right) \cdot t\_2 + t\_3 \cdot t\_0\right) + t\_1\right) + x1\right) + t\_6\right)\\
\mathbf{elif}\;t\_7 \leq \infty:\\
\;\;\;\;x1 + \left(\left(\left(\left(t\_5 + 9 \cdot \left(x1 \cdot x1\right)\right) + t\_1\right) + x1\right) + 3 \cdot \left(-2 \cdot x2\right)\right)\\
\mathbf{else}:\\
\;\;\;\;6 \cdot \left(\left(x1 \cdot x1\right) \cdot \left(x1 \cdot x1\right)\right)\\
\end{array}
\end{array}
if (+.f64 x1 (+.f64 (+.f64 (+.f64 (+.f64 (*.f64 (+.f64 (*.f64 (*.f64 (*.f64 #s(literal 2 binary64) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) (-.f64 (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) #s(literal 3 binary64))) (*.f64 (*.f64 x1 x1) (-.f64 (*.f64 #s(literal 4 binary64) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) #s(literal 6 binary64)))) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) (*.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))))) (*.f64 (*.f64 x1 x1) x1)) x1) (*.f64 #s(literal 3 binary64) (/.f64 (-.f64 (-.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))))) < 0.0200000000000000004Initial program 70.4%
Taylor expanded in x2 around inf
lower-*.f64N/A
lower-/.f64N/A
lower-+.f64N/A
pow2N/A
lift-*.f6469.6
Applied rewrites69.6%
Taylor expanded in x2 around inf
lower-*.f64N/A
lower-/.f64N/A
lower-+.f64N/A
pow2N/A
lift-*.f6469.7
Applied rewrites69.7%
Taylor expanded in x2 around inf
lower-*.f64N/A
lower-/.f64N/A
lower-+.f64N/A
pow2N/A
lift-*.f6454.9
Applied rewrites54.9%
Taylor expanded in x2 around inf
lower-*.f64N/A
lower-/.f64N/A
lower-+.f64N/A
pow2N/A
lift-*.f6454.9
Applied rewrites54.9%
if 0.0200000000000000004 < (+.f64 x1 (+.f64 (+.f64 (+.f64 (+.f64 (*.f64 (+.f64 (*.f64 (*.f64 (*.f64 #s(literal 2 binary64) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) (-.f64 (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) #s(literal 3 binary64))) (*.f64 (*.f64 x1 x1) (-.f64 (*.f64 #s(literal 4 binary64) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) #s(literal 6 binary64)))) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) (*.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))))) (*.f64 (*.f64 x1 x1) x1)) x1) (*.f64 #s(literal 3 binary64) (/.f64 (-.f64 (-.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))))) < +inf.0Initial program 70.4%
Taylor expanded in x1 around inf
lower-*.f64N/A
pow2N/A
lift-*.f6469.7
Applied rewrites69.7%
Taylor expanded in x1 around 0
lower-*.f6458.1
Applied rewrites58.1%
if +inf.0 < (+.f64 x1 (+.f64 (+.f64 (+.f64 (+.f64 (*.f64 (+.f64 (*.f64 (*.f64 (*.f64 #s(literal 2 binary64) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) (-.f64 (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) #s(literal 3 binary64))) (*.f64 (*.f64 x1 x1) (-.f64 (*.f64 #s(literal 4 binary64) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) #s(literal 6 binary64)))) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) (*.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))))) (*.f64 (*.f64 x1 x1) x1)) x1) (*.f64 #s(literal 3 binary64) (/.f64 (-.f64 (-.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))))) Initial program 70.4%
Taylor expanded in x1 around inf
lower-*.f64N/A
sqr-powN/A
metadata-evalN/A
metadata-evalN/A
lower-*.f64N/A
pow2N/A
lift-*.f64N/A
pow2N/A
lift-*.f6445.7
Applied rewrites45.7%
(FPCore (x1 x2)
:precision binary64
(let* ((t_0
(*
(* x1 x1)
(+ 9.0 (fma 4.0 (- (* 2.0 x2) 3.0) (* x1 (- (* 6.0 x1) 3.0)))))))
(if (<= x1 -2.2e+18)
t_0
(if (<= x1 2.4e+26)
(+
x1
(+
(+ x1 (* x2 (fma -12.0 x1 (* 8.0 (* x1 x2)))))
(*
3.0
(/ (- (- (* (* 3.0 x1) x1) (* 2.0 x2)) x1) (+ (* x1 x1) 1.0)))))
t_0))))
double code(double x1, double x2) {
double t_0 = (x1 * x1) * (9.0 + fma(4.0, ((2.0 * x2) - 3.0), (x1 * ((6.0 * x1) - 3.0))));
double tmp;
if (x1 <= -2.2e+18) {
tmp = t_0;
} else if (x1 <= 2.4e+26) {
tmp = x1 + ((x1 + (x2 * fma(-12.0, x1, (8.0 * (x1 * x2))))) + (3.0 * (((((3.0 * x1) * x1) - (2.0 * x2)) - x1) / ((x1 * x1) + 1.0))));
} else {
tmp = t_0;
}
return tmp;
}
function code(x1, x2) t_0 = Float64(Float64(x1 * x1) * Float64(9.0 + fma(4.0, Float64(Float64(2.0 * x2) - 3.0), Float64(x1 * Float64(Float64(6.0 * x1) - 3.0))))) tmp = 0.0 if (x1 <= -2.2e+18) tmp = t_0; elseif (x1 <= 2.4e+26) tmp = Float64(x1 + Float64(Float64(x1 + Float64(x2 * fma(-12.0, x1, Float64(8.0 * Float64(x1 * x2))))) + Float64(3.0 * Float64(Float64(Float64(Float64(Float64(3.0 * x1) * x1) - Float64(2.0 * x2)) - x1) / Float64(Float64(x1 * x1) + 1.0))))); else tmp = t_0; end return tmp end
code[x1_, x2_] := Block[{t$95$0 = N[(N[(x1 * x1), $MachinePrecision] * N[(9.0 + N[(4.0 * N[(N[(2.0 * x2), $MachinePrecision] - 3.0), $MachinePrecision] + N[(x1 * N[(N[(6.0 * x1), $MachinePrecision] - 3.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[x1, -2.2e+18], t$95$0, If[LessEqual[x1, 2.4e+26], N[(x1 + N[(N[(x1 + N[(x2 * N[(-12.0 * x1 + N[(8.0 * N[(x1 * x2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(3.0 * N[(N[(N[(N[(N[(3.0 * x1), $MachinePrecision] * x1), $MachinePrecision] - N[(2.0 * x2), $MachinePrecision]), $MachinePrecision] - x1), $MachinePrecision] / N[(N[(x1 * x1), $MachinePrecision] + 1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], t$95$0]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(x1 \cdot x1\right) \cdot \left(9 + \mathsf{fma}\left(4, 2 \cdot x2 - 3, x1 \cdot \left(6 \cdot x1 - 3\right)\right)\right)\\
\mathbf{if}\;x1 \leq -2.2 \cdot 10^{+18}:\\
\;\;\;\;t\_0\\
\mathbf{elif}\;x1 \leq 2.4 \cdot 10^{+26}:\\
\;\;\;\;x1 + \left(\left(x1 + x2 \cdot \mathsf{fma}\left(-12, x1, 8 \cdot \left(x1 \cdot x2\right)\right)\right) + 3 \cdot \frac{\left(\left(3 \cdot x1\right) \cdot x1 - 2 \cdot x2\right) - x1}{x1 \cdot x1 + 1}\right)\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if x1 < -2.2e18 or 2.40000000000000005e26 < x1 Initial program 70.4%
Taylor expanded in x1 around inf
lower-*.f64N/A
Applied rewrites48.2%
Taylor expanded in x1 around 0
lower-*.f64N/A
pow2N/A
lift-*.f64N/A
lower-+.f64N/A
lower-fma.f64N/A
lift--.f64N/A
lift-*.f64N/A
lower-*.f64N/A
lower--.f64N/A
lower-*.f6448.4
Applied rewrites48.4%
if -2.2e18 < x1 < 2.40000000000000005e26Initial program 70.4%
Taylor expanded in x1 around 0
lower-*.f64N/A
fp-cancel-sign-sub-invN/A
lower--.f64N/A
metadata-evalN/A
lower-*.f64N/A
lower-*.f64N/A
lower--.f64N/A
lift-*.f6448.6
Applied rewrites48.6%
Taylor expanded in x2 around 0
lower-+.f64N/A
lower-*.f64N/A
lower-fma.f64N/A
lower-*.f64N/A
lower-*.f6454.7
Applied rewrites54.7%
(FPCore (x1 x2)
:precision binary64
(let* ((t_0 (- (* 2.0 x2) 3.0))
(t_1 (* (* x1 x1) (+ 9.0 (fma 4.0 t_0 (* x1 (- (* 6.0 x1) 3.0)))))))
(if (<= x1 -2.2e+18)
t_1
(if (<= x1 2.4e+26)
(+
x1
(+
(* x1 (- 1.0 (* -4.0 (* x2 t_0))))
(* 3.0 (/ (- (- (* (* 3.0 x1) x1) (* 2.0 x2)) x1) 1.0))))
t_1))))
double code(double x1, double x2) {
double t_0 = (2.0 * x2) - 3.0;
double t_1 = (x1 * x1) * (9.0 + fma(4.0, t_0, (x1 * ((6.0 * x1) - 3.0))));
double tmp;
if (x1 <= -2.2e+18) {
tmp = t_1;
} else if (x1 <= 2.4e+26) {
tmp = x1 + ((x1 * (1.0 - (-4.0 * (x2 * t_0)))) + (3.0 * (((((3.0 * x1) * x1) - (2.0 * x2)) - x1) / 1.0)));
} else {
tmp = t_1;
}
return tmp;
}
function code(x1, x2) t_0 = Float64(Float64(2.0 * x2) - 3.0) t_1 = Float64(Float64(x1 * x1) * Float64(9.0 + fma(4.0, t_0, Float64(x1 * Float64(Float64(6.0 * x1) - 3.0))))) tmp = 0.0 if (x1 <= -2.2e+18) tmp = t_1; elseif (x1 <= 2.4e+26) tmp = Float64(x1 + Float64(Float64(x1 * Float64(1.0 - Float64(-4.0 * Float64(x2 * t_0)))) + Float64(3.0 * Float64(Float64(Float64(Float64(Float64(3.0 * x1) * x1) - Float64(2.0 * x2)) - x1) / 1.0)))); else tmp = t_1; end return tmp end
code[x1_, x2_] := Block[{t$95$0 = N[(N[(2.0 * x2), $MachinePrecision] - 3.0), $MachinePrecision]}, Block[{t$95$1 = N[(N[(x1 * x1), $MachinePrecision] * N[(9.0 + N[(4.0 * t$95$0 + N[(x1 * N[(N[(6.0 * x1), $MachinePrecision] - 3.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[x1, -2.2e+18], t$95$1, If[LessEqual[x1, 2.4e+26], N[(x1 + N[(N[(x1 * N[(1.0 - N[(-4.0 * N[(x2 * t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(3.0 * N[(N[(N[(N[(N[(3.0 * x1), $MachinePrecision] * x1), $MachinePrecision] - N[(2.0 * x2), $MachinePrecision]), $MachinePrecision] - x1), $MachinePrecision] / 1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], t$95$1]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := 2 \cdot x2 - 3\\
t_1 := \left(x1 \cdot x1\right) \cdot \left(9 + \mathsf{fma}\left(4, t\_0, x1 \cdot \left(6 \cdot x1 - 3\right)\right)\right)\\
\mathbf{if}\;x1 \leq -2.2 \cdot 10^{+18}:\\
\;\;\;\;t\_1\\
\mathbf{elif}\;x1 \leq 2.4 \cdot 10^{+26}:\\
\;\;\;\;x1 + \left(x1 \cdot \left(1 - -4 \cdot \left(x2 \cdot t\_0\right)\right) + 3 \cdot \frac{\left(\left(3 \cdot x1\right) \cdot x1 - 2 \cdot x2\right) - x1}{1}\right)\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}
\end{array}
if x1 < -2.2e18 or 2.40000000000000005e26 < x1 Initial program 70.4%
Taylor expanded in x1 around inf
lower-*.f64N/A
Applied rewrites48.2%
Taylor expanded in x1 around 0
lower-*.f64N/A
pow2N/A
lift-*.f64N/A
lower-+.f64N/A
lower-fma.f64N/A
lift--.f64N/A
lift-*.f64N/A
lower-*.f64N/A
lower--.f64N/A
lower-*.f6448.4
Applied rewrites48.4%
if -2.2e18 < x1 < 2.40000000000000005e26Initial program 70.4%
Taylor expanded in x1 around 0
lower-*.f64N/A
fp-cancel-sign-sub-invN/A
lower--.f64N/A
metadata-evalN/A
lower-*.f64N/A
lower-*.f64N/A
lower--.f64N/A
lift-*.f6448.6
Applied rewrites48.6%
Taylor expanded in x1 around 0
Applied rewrites68.4%
(FPCore (x1 x2)
:precision binary64
(let* ((t_0 (- (* 2.0 x2) 3.0))
(t_1 (* (* x1 x1) (+ 9.0 (fma 4.0 t_0 (* x1 (- (* 6.0 x1) 3.0)))))))
(if (<= x1 -2.2e+18)
t_1
(if (<= x1 240.0) (fma -6.0 x2 (* x1 (- (* 4.0 (* x2 t_0)) 1.0))) t_1))))
double code(double x1, double x2) {
double t_0 = (2.0 * x2) - 3.0;
double t_1 = (x1 * x1) * (9.0 + fma(4.0, t_0, (x1 * ((6.0 * x1) - 3.0))));
double tmp;
if (x1 <= -2.2e+18) {
tmp = t_1;
} else if (x1 <= 240.0) {
tmp = fma(-6.0, x2, (x1 * ((4.0 * (x2 * t_0)) - 1.0)));
} else {
tmp = t_1;
}
return tmp;
}
function code(x1, x2) t_0 = Float64(Float64(2.0 * x2) - 3.0) t_1 = Float64(Float64(x1 * x1) * Float64(9.0 + fma(4.0, t_0, Float64(x1 * Float64(Float64(6.0 * x1) - 3.0))))) tmp = 0.0 if (x1 <= -2.2e+18) tmp = t_1; elseif (x1 <= 240.0) tmp = fma(-6.0, x2, Float64(x1 * Float64(Float64(4.0 * Float64(x2 * t_0)) - 1.0))); else tmp = t_1; end return tmp end
code[x1_, x2_] := Block[{t$95$0 = N[(N[(2.0 * x2), $MachinePrecision] - 3.0), $MachinePrecision]}, Block[{t$95$1 = N[(N[(x1 * x1), $MachinePrecision] * N[(9.0 + N[(4.0 * t$95$0 + N[(x1 * N[(N[(6.0 * x1), $MachinePrecision] - 3.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[x1, -2.2e+18], t$95$1, If[LessEqual[x1, 240.0], N[(-6.0 * x2 + N[(x1 * N[(N[(4.0 * N[(x2 * t$95$0), $MachinePrecision]), $MachinePrecision] - 1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], t$95$1]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := 2 \cdot x2 - 3\\
t_1 := \left(x1 \cdot x1\right) \cdot \left(9 + \mathsf{fma}\left(4, t\_0, x1 \cdot \left(6 \cdot x1 - 3\right)\right)\right)\\
\mathbf{if}\;x1 \leq -2.2 \cdot 10^{+18}:\\
\;\;\;\;t\_1\\
\mathbf{elif}\;x1 \leq 240:\\
\;\;\;\;\mathsf{fma}\left(-6, x2, x1 \cdot \left(4 \cdot \left(x2 \cdot t\_0\right) - 1\right)\right)\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}
\end{array}
if x1 < -2.2e18 or 240 < x1 Initial program 70.4%
Taylor expanded in x1 around inf
lower-*.f64N/A
Applied rewrites48.2%
Taylor expanded in x1 around 0
lower-*.f64N/A
pow2N/A
lift-*.f64N/A
lower-+.f64N/A
lower-fma.f64N/A
lift--.f64N/A
lift-*.f64N/A
lower-*.f64N/A
lower--.f64N/A
lower-*.f6448.4
Applied rewrites48.4%
if -2.2e18 < x1 < 240Initial program 70.4%
Taylor expanded in x1 around 0
lower-fma.f64N/A
lower-*.f64N/A
lower--.f64N/A
Applied rewrites54.1%
(FPCore (x1 x2)
:precision binary64
(if (<= x1 -2.2e+18)
(* 6.0 (pow x1 4.0))
(if (<= x1 240.0)
(fma -6.0 x2 (* x1 (- (* 4.0 (* x2 (- (* 2.0 x2) 3.0))) 1.0)))
(* (* (* x1 x1) (* x1 x1)) (- 6.0 (* 3.0 (/ 1.0 x1)))))))
double code(double x1, double x2) {
double tmp;
if (x1 <= -2.2e+18) {
tmp = 6.0 * pow(x1, 4.0);
} else if (x1 <= 240.0) {
tmp = fma(-6.0, x2, (x1 * ((4.0 * (x2 * ((2.0 * x2) - 3.0))) - 1.0)));
} else {
tmp = ((x1 * x1) * (x1 * x1)) * (6.0 - (3.0 * (1.0 / x1)));
}
return tmp;
}
function code(x1, x2) tmp = 0.0 if (x1 <= -2.2e+18) tmp = Float64(6.0 * (x1 ^ 4.0)); elseif (x1 <= 240.0) tmp = fma(-6.0, x2, Float64(x1 * Float64(Float64(4.0 * Float64(x2 * Float64(Float64(2.0 * x2) - 3.0))) - 1.0))); else tmp = Float64(Float64(Float64(x1 * x1) * Float64(x1 * x1)) * Float64(6.0 - Float64(3.0 * Float64(1.0 / x1)))); end return tmp end
code[x1_, x2_] := If[LessEqual[x1, -2.2e+18], N[(6.0 * N[Power[x1, 4.0], $MachinePrecision]), $MachinePrecision], If[LessEqual[x1, 240.0], N[(-6.0 * x2 + N[(x1 * N[(N[(4.0 * N[(x2 * N[(N[(2.0 * x2), $MachinePrecision] - 3.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - 1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(N[(x1 * x1), $MachinePrecision] * N[(x1 * x1), $MachinePrecision]), $MachinePrecision] * N[(6.0 - N[(3.0 * N[(1.0 / x1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x1 \leq -2.2 \cdot 10^{+18}:\\
\;\;\;\;6 \cdot {x1}^{4}\\
\mathbf{elif}\;x1 \leq 240:\\
\;\;\;\;\mathsf{fma}\left(-6, x2, x1 \cdot \left(4 \cdot \left(x2 \cdot \left(2 \cdot x2 - 3\right)\right) - 1\right)\right)\\
\mathbf{else}:\\
\;\;\;\;\left(\left(x1 \cdot x1\right) \cdot \left(x1 \cdot x1\right)\right) \cdot \left(6 - 3 \cdot \frac{1}{x1}\right)\\
\end{array}
\end{array}
if x1 < -2.2e18Initial program 70.4%
Taylor expanded in x2 around inf
lower-*.f64N/A
lower--.f64N/A
Applied rewrites70.3%
Taylor expanded in x1 around inf
lower-*.f64N/A
lower-pow.f6445.7
Applied rewrites45.7%
if -2.2e18 < x1 < 240Initial program 70.4%
Taylor expanded in x1 around 0
lower-fma.f64N/A
lower-*.f64N/A
lower--.f64N/A
Applied rewrites54.1%
if 240 < x1 Initial program 70.4%
Taylor expanded in x1 around inf
lower-*.f64N/A
Applied rewrites46.0%
(FPCore (x1 x2)
:precision binary64
(let* ((t_0 (* (* 3.0 x1) x1))
(t_1 (+ (* x1 x1) 1.0))
(t_2 (/ (- (+ t_0 (* 2.0 x2)) x1) t_1))
(t_3
(+
x1
(+
(+
(+
(+
(*
(+
(* (* (* 2.0 x1) t_2) (- t_2 3.0))
(* (* x1 x1) (- (* 4.0 t_2) 6.0)))
t_1)
(* t_0 t_2))
(* (* x1 x1) x1))
x1)
(* 3.0 (/ (- (- t_0 (* 2.0 x2)) x1) t_1))))))
(if (<= t_3 -5e+200)
(* 8.0 (/ (* x1 (* x2 x2)) (+ 1.0 (* x1 x1))))
(if (<= t_3 1e+110)
(+ x1 (+ (* x1 (- 1.0 (* 12.0 x2))) (fma -6.0 x2 (* -3.0 x1))))
(* 6.0 (pow x1 4.0))))))
double code(double x1, double x2) {
double t_0 = (3.0 * x1) * x1;
double t_1 = (x1 * x1) + 1.0;
double t_2 = ((t_0 + (2.0 * x2)) - x1) / t_1;
double t_3 = x1 + (((((((((2.0 * x1) * t_2) * (t_2 - 3.0)) + ((x1 * x1) * ((4.0 * t_2) - 6.0))) * t_1) + (t_0 * t_2)) + ((x1 * x1) * x1)) + x1) + (3.0 * (((t_0 - (2.0 * x2)) - x1) / t_1)));
double tmp;
if (t_3 <= -5e+200) {
tmp = 8.0 * ((x1 * (x2 * x2)) / (1.0 + (x1 * x1)));
} else if (t_3 <= 1e+110) {
tmp = x1 + ((x1 * (1.0 - (12.0 * x2))) + fma(-6.0, x2, (-3.0 * x1)));
} else {
tmp = 6.0 * pow(x1, 4.0);
}
return tmp;
}
function code(x1, x2) t_0 = Float64(Float64(3.0 * x1) * x1) t_1 = Float64(Float64(x1 * x1) + 1.0) t_2 = Float64(Float64(Float64(t_0 + Float64(2.0 * x2)) - x1) / t_1) t_3 = Float64(x1 + Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(2.0 * x1) * t_2) * Float64(t_2 - 3.0)) + Float64(Float64(x1 * x1) * Float64(Float64(4.0 * t_2) - 6.0))) * t_1) + Float64(t_0 * t_2)) + Float64(Float64(x1 * x1) * x1)) + x1) + Float64(3.0 * Float64(Float64(Float64(t_0 - Float64(2.0 * x2)) - x1) / t_1)))) tmp = 0.0 if (t_3 <= -5e+200) tmp = Float64(8.0 * Float64(Float64(x1 * Float64(x2 * x2)) / Float64(1.0 + Float64(x1 * x1)))); elseif (t_3 <= 1e+110) tmp = Float64(x1 + Float64(Float64(x1 * Float64(1.0 - Float64(12.0 * x2))) + fma(-6.0, x2, Float64(-3.0 * x1)))); else tmp = Float64(6.0 * (x1 ^ 4.0)); end return tmp end
code[x1_, x2_] := Block[{t$95$0 = N[(N[(3.0 * x1), $MachinePrecision] * x1), $MachinePrecision]}, Block[{t$95$1 = N[(N[(x1 * x1), $MachinePrecision] + 1.0), $MachinePrecision]}, Block[{t$95$2 = N[(N[(N[(t$95$0 + N[(2.0 * x2), $MachinePrecision]), $MachinePrecision] - x1), $MachinePrecision] / t$95$1), $MachinePrecision]}, Block[{t$95$3 = N[(x1 + N[(N[(N[(N[(N[(N[(N[(N[(N[(2.0 * x1), $MachinePrecision] * t$95$2), $MachinePrecision] * N[(t$95$2 - 3.0), $MachinePrecision]), $MachinePrecision] + N[(N[(x1 * x1), $MachinePrecision] * N[(N[(4.0 * t$95$2), $MachinePrecision] - 6.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * t$95$1), $MachinePrecision] + N[(t$95$0 * t$95$2), $MachinePrecision]), $MachinePrecision] + N[(N[(x1 * x1), $MachinePrecision] * x1), $MachinePrecision]), $MachinePrecision] + x1), $MachinePrecision] + N[(3.0 * N[(N[(N[(t$95$0 - N[(2.0 * x2), $MachinePrecision]), $MachinePrecision] - x1), $MachinePrecision] / t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[t$95$3, -5e+200], N[(8.0 * N[(N[(x1 * N[(x2 * x2), $MachinePrecision]), $MachinePrecision] / N[(1.0 + N[(x1 * x1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[t$95$3, 1e+110], N[(x1 + N[(N[(x1 * N[(1.0 - N[(12.0 * x2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(-6.0 * x2 + N[(-3.0 * x1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(6.0 * N[Power[x1, 4.0], $MachinePrecision]), $MachinePrecision]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(3 \cdot x1\right) \cdot x1\\
t_1 := x1 \cdot x1 + 1\\
t_2 := \frac{\left(t\_0 + 2 \cdot x2\right) - x1}{t\_1}\\
t_3 := x1 + \left(\left(\left(\left(\left(\left(\left(2 \cdot x1\right) \cdot t\_2\right) \cdot \left(t\_2 - 3\right) + \left(x1 \cdot x1\right) \cdot \left(4 \cdot t\_2 - 6\right)\right) \cdot t\_1 + t\_0 \cdot t\_2\right) + \left(x1 \cdot x1\right) \cdot x1\right) + x1\right) + 3 \cdot \frac{\left(t\_0 - 2 \cdot x2\right) - x1}{t\_1}\right)\\
\mathbf{if}\;t\_3 \leq -5 \cdot 10^{+200}:\\
\;\;\;\;8 \cdot \frac{x1 \cdot \left(x2 \cdot x2\right)}{1 + x1 \cdot x1}\\
\mathbf{elif}\;t\_3 \leq 10^{+110}:\\
\;\;\;\;x1 + \left(x1 \cdot \left(1 - 12 \cdot x2\right) + \mathsf{fma}\left(-6, x2, -3 \cdot x1\right)\right)\\
\mathbf{else}:\\
\;\;\;\;6 \cdot {x1}^{4}\\
\end{array}
\end{array}
if (+.f64 x1 (+.f64 (+.f64 (+.f64 (+.f64 (*.f64 (+.f64 (*.f64 (*.f64 (*.f64 #s(literal 2 binary64) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) (-.f64 (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) #s(literal 3 binary64))) (*.f64 (*.f64 x1 x1) (-.f64 (*.f64 #s(literal 4 binary64) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) #s(literal 6 binary64)))) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) (*.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))))) (*.f64 (*.f64 x1 x1) x1)) x1) (*.f64 #s(literal 3 binary64) (/.f64 (-.f64 (-.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))))) < -5.00000000000000019e200Initial program 70.4%
Taylor expanded in x2 around inf
lower-*.f64N/A
lower-/.f64N/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
lower-+.f64N/A
pow2N/A
lift-*.f6417.3
Applied rewrites17.3%
if -5.00000000000000019e200 < (+.f64 x1 (+.f64 (+.f64 (+.f64 (+.f64 (*.f64 (+.f64 (*.f64 (*.f64 (*.f64 #s(literal 2 binary64) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) (-.f64 (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) #s(literal 3 binary64))) (*.f64 (*.f64 x1 x1) (-.f64 (*.f64 #s(literal 4 binary64) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) #s(literal 6 binary64)))) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) (*.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))))) (*.f64 (*.f64 x1 x1) x1)) x1) (*.f64 #s(literal 3 binary64) (/.f64 (-.f64 (-.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))))) < 1e110Initial program 70.4%
Taylor expanded in x1 around 0
lower-*.f64N/A
fp-cancel-sign-sub-invN/A
lower--.f64N/A
metadata-evalN/A
lower-*.f64N/A
lower-*.f64N/A
lower--.f64N/A
lift-*.f6448.6
Applied rewrites48.6%
Taylor expanded in x2 around 0
lower-*.f6438.7
Applied rewrites38.7%
Taylor expanded in x1 around 0
lower-fma.f64N/A
lower-*.f6443.2
Applied rewrites43.2%
if 1e110 < (+.f64 x1 (+.f64 (+.f64 (+.f64 (+.f64 (*.f64 (+.f64 (*.f64 (*.f64 (*.f64 #s(literal 2 binary64) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) (-.f64 (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) #s(literal 3 binary64))) (*.f64 (*.f64 x1 x1) (-.f64 (*.f64 #s(literal 4 binary64) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) #s(literal 6 binary64)))) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) (*.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))))) (*.f64 (*.f64 x1 x1) x1)) x1) (*.f64 #s(literal 3 binary64) (/.f64 (-.f64 (-.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))))) Initial program 70.4%
Taylor expanded in x2 around inf
lower-*.f64N/A
lower--.f64N/A
Applied rewrites70.3%
Taylor expanded in x1 around inf
lower-*.f64N/A
lower-pow.f6445.7
Applied rewrites45.7%
(FPCore (x1 x2)
:precision binary64
(if (<= x1 -6.4e+22)
(* 6.0 (pow x1 4.0))
(if (<= x1 -1.05e-101)
(* 8.0 (/ (* x1 (* x2 x2)) (+ 1.0 (* x1 x1))))
(if (<= x1 8.2e-14)
(* -6.0 x2)
(* (* (* x1 x1) (* x1 x1)) (- 6.0 (* 3.0 (/ 1.0 x1))))))))
double code(double x1, double x2) {
double tmp;
if (x1 <= -6.4e+22) {
tmp = 6.0 * pow(x1, 4.0);
} else if (x1 <= -1.05e-101) {
tmp = 8.0 * ((x1 * (x2 * x2)) / (1.0 + (x1 * x1)));
} else if (x1 <= 8.2e-14) {
tmp = -6.0 * x2;
} else {
tmp = ((x1 * x1) * (x1 * x1)) * (6.0 - (3.0 * (1.0 / x1)));
}
return tmp;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(x1, x2)
use fmin_fmax_functions
real(8), intent (in) :: x1
real(8), intent (in) :: x2
real(8) :: tmp
if (x1 <= (-6.4d+22)) then
tmp = 6.0d0 * (x1 ** 4.0d0)
else if (x1 <= (-1.05d-101)) then
tmp = 8.0d0 * ((x1 * (x2 * x2)) / (1.0d0 + (x1 * x1)))
else if (x1 <= 8.2d-14) then
tmp = (-6.0d0) * x2
else
tmp = ((x1 * x1) * (x1 * x1)) * (6.0d0 - (3.0d0 * (1.0d0 / x1)))
end if
code = tmp
end function
public static double code(double x1, double x2) {
double tmp;
if (x1 <= -6.4e+22) {
tmp = 6.0 * Math.pow(x1, 4.0);
} else if (x1 <= -1.05e-101) {
tmp = 8.0 * ((x1 * (x2 * x2)) / (1.0 + (x1 * x1)));
} else if (x1 <= 8.2e-14) {
tmp = -6.0 * x2;
} else {
tmp = ((x1 * x1) * (x1 * x1)) * (6.0 - (3.0 * (1.0 / x1)));
}
return tmp;
}
def code(x1, x2): tmp = 0 if x1 <= -6.4e+22: tmp = 6.0 * math.pow(x1, 4.0) elif x1 <= -1.05e-101: tmp = 8.0 * ((x1 * (x2 * x2)) / (1.0 + (x1 * x1))) elif x1 <= 8.2e-14: tmp = -6.0 * x2 else: tmp = ((x1 * x1) * (x1 * x1)) * (6.0 - (3.0 * (1.0 / x1))) return tmp
function code(x1, x2) tmp = 0.0 if (x1 <= -6.4e+22) tmp = Float64(6.0 * (x1 ^ 4.0)); elseif (x1 <= -1.05e-101) tmp = Float64(8.0 * Float64(Float64(x1 * Float64(x2 * x2)) / Float64(1.0 + Float64(x1 * x1)))); elseif (x1 <= 8.2e-14) tmp = Float64(-6.0 * x2); else tmp = Float64(Float64(Float64(x1 * x1) * Float64(x1 * x1)) * Float64(6.0 - Float64(3.0 * Float64(1.0 / x1)))); end return tmp end
function tmp_2 = code(x1, x2) tmp = 0.0; if (x1 <= -6.4e+22) tmp = 6.0 * (x1 ^ 4.0); elseif (x1 <= -1.05e-101) tmp = 8.0 * ((x1 * (x2 * x2)) / (1.0 + (x1 * x1))); elseif (x1 <= 8.2e-14) tmp = -6.0 * x2; else tmp = ((x1 * x1) * (x1 * x1)) * (6.0 - (3.0 * (1.0 / x1))); end tmp_2 = tmp; end
code[x1_, x2_] := If[LessEqual[x1, -6.4e+22], N[(6.0 * N[Power[x1, 4.0], $MachinePrecision]), $MachinePrecision], If[LessEqual[x1, -1.05e-101], N[(8.0 * N[(N[(x1 * N[(x2 * x2), $MachinePrecision]), $MachinePrecision] / N[(1.0 + N[(x1 * x1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[x1, 8.2e-14], N[(-6.0 * x2), $MachinePrecision], N[(N[(N[(x1 * x1), $MachinePrecision] * N[(x1 * x1), $MachinePrecision]), $MachinePrecision] * N[(6.0 - N[(3.0 * N[(1.0 / x1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x1 \leq -6.4 \cdot 10^{+22}:\\
\;\;\;\;6 \cdot {x1}^{4}\\
\mathbf{elif}\;x1 \leq -1.05 \cdot 10^{-101}:\\
\;\;\;\;8 \cdot \frac{x1 \cdot \left(x2 \cdot x2\right)}{1 + x1 \cdot x1}\\
\mathbf{elif}\;x1 \leq 8.2 \cdot 10^{-14}:\\
\;\;\;\;-6 \cdot x2\\
\mathbf{else}:\\
\;\;\;\;\left(\left(x1 \cdot x1\right) \cdot \left(x1 \cdot x1\right)\right) \cdot \left(6 - 3 \cdot \frac{1}{x1}\right)\\
\end{array}
\end{array}
if x1 < -6.4e22Initial program 70.4%
Taylor expanded in x2 around inf
lower-*.f64N/A
lower--.f64N/A
Applied rewrites70.3%
Taylor expanded in x1 around inf
lower-*.f64N/A
lower-pow.f6445.7
Applied rewrites45.7%
if -6.4e22 < x1 < -1.05000000000000008e-101Initial program 70.4%
Taylor expanded in x2 around inf
lower-*.f64N/A
lower-/.f64N/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
lower-+.f64N/A
pow2N/A
lift-*.f6417.3
Applied rewrites17.3%
if -1.05000000000000008e-101 < x1 < 8.2000000000000004e-14Initial program 70.4%
Taylor expanded in x1 around 0
lower-*.f6426.1
Applied rewrites26.1%
if 8.2000000000000004e-14 < x1 Initial program 70.4%
Taylor expanded in x1 around inf
lower-*.f64N/A
Applied rewrites46.0%
(FPCore (x1 x2)
:precision binary64
(let* ((t_0 (* (* 3.0 x1) x1))
(t_1 (+ (* x1 x1) 1.0))
(t_2 (/ (- (+ t_0 (* 2.0 x2)) x1) t_1))
(t_3
(+
x1
(+
(+
(+
(+
(*
(+
(* (* (* 2.0 x1) t_2) (- t_2 3.0))
(* (* x1 x1) (- (* 4.0 t_2) 6.0)))
t_1)
(* t_0 t_2))
(* (* x1 x1) x1))
x1)
(* 3.0 (/ (- (- t_0 (* 2.0 x2)) x1) t_1))))))
(if (<= t_3 -4e+182)
(* 8.0 (/ (* x1 (* x2 x2)) (+ 1.0 (* x1 x1))))
(if (<= t_3 1e+110) (* -6.0 x2) (* 6.0 (pow x1 4.0))))))
double code(double x1, double x2) {
double t_0 = (3.0 * x1) * x1;
double t_1 = (x1 * x1) + 1.0;
double t_2 = ((t_0 + (2.0 * x2)) - x1) / t_1;
double t_3 = x1 + (((((((((2.0 * x1) * t_2) * (t_2 - 3.0)) + ((x1 * x1) * ((4.0 * t_2) - 6.0))) * t_1) + (t_0 * t_2)) + ((x1 * x1) * x1)) + x1) + (3.0 * (((t_0 - (2.0 * x2)) - x1) / t_1)));
double tmp;
if (t_3 <= -4e+182) {
tmp = 8.0 * ((x1 * (x2 * x2)) / (1.0 + (x1 * x1)));
} else if (t_3 <= 1e+110) {
tmp = -6.0 * x2;
} else {
tmp = 6.0 * pow(x1, 4.0);
}
return tmp;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(x1, x2)
use fmin_fmax_functions
real(8), intent (in) :: x1
real(8), intent (in) :: x2
real(8) :: t_0
real(8) :: t_1
real(8) :: t_2
real(8) :: t_3
real(8) :: tmp
t_0 = (3.0d0 * x1) * x1
t_1 = (x1 * x1) + 1.0d0
t_2 = ((t_0 + (2.0d0 * x2)) - x1) / t_1
t_3 = x1 + (((((((((2.0d0 * x1) * t_2) * (t_2 - 3.0d0)) + ((x1 * x1) * ((4.0d0 * t_2) - 6.0d0))) * t_1) + (t_0 * t_2)) + ((x1 * x1) * x1)) + x1) + (3.0d0 * (((t_0 - (2.0d0 * x2)) - x1) / t_1)))
if (t_3 <= (-4d+182)) then
tmp = 8.0d0 * ((x1 * (x2 * x2)) / (1.0d0 + (x1 * x1)))
else if (t_3 <= 1d+110) then
tmp = (-6.0d0) * x2
else
tmp = 6.0d0 * (x1 ** 4.0d0)
end if
code = tmp
end function
public static double code(double x1, double x2) {
double t_0 = (3.0 * x1) * x1;
double t_1 = (x1 * x1) + 1.0;
double t_2 = ((t_0 + (2.0 * x2)) - x1) / t_1;
double t_3 = x1 + (((((((((2.0 * x1) * t_2) * (t_2 - 3.0)) + ((x1 * x1) * ((4.0 * t_2) - 6.0))) * t_1) + (t_0 * t_2)) + ((x1 * x1) * x1)) + x1) + (3.0 * (((t_0 - (2.0 * x2)) - x1) / t_1)));
double tmp;
if (t_3 <= -4e+182) {
tmp = 8.0 * ((x1 * (x2 * x2)) / (1.0 + (x1 * x1)));
} else if (t_3 <= 1e+110) {
tmp = -6.0 * x2;
} else {
tmp = 6.0 * Math.pow(x1, 4.0);
}
return tmp;
}
def code(x1, x2): t_0 = (3.0 * x1) * x1 t_1 = (x1 * x1) + 1.0 t_2 = ((t_0 + (2.0 * x2)) - x1) / t_1 t_3 = x1 + (((((((((2.0 * x1) * t_2) * (t_2 - 3.0)) + ((x1 * x1) * ((4.0 * t_2) - 6.0))) * t_1) + (t_0 * t_2)) + ((x1 * x1) * x1)) + x1) + (3.0 * (((t_0 - (2.0 * x2)) - x1) / t_1))) tmp = 0 if t_3 <= -4e+182: tmp = 8.0 * ((x1 * (x2 * x2)) / (1.0 + (x1 * x1))) elif t_3 <= 1e+110: tmp = -6.0 * x2 else: tmp = 6.0 * math.pow(x1, 4.0) return tmp
function code(x1, x2) t_0 = Float64(Float64(3.0 * x1) * x1) t_1 = Float64(Float64(x1 * x1) + 1.0) t_2 = Float64(Float64(Float64(t_0 + Float64(2.0 * x2)) - x1) / t_1) t_3 = Float64(x1 + Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(2.0 * x1) * t_2) * Float64(t_2 - 3.0)) + Float64(Float64(x1 * x1) * Float64(Float64(4.0 * t_2) - 6.0))) * t_1) + Float64(t_0 * t_2)) + Float64(Float64(x1 * x1) * x1)) + x1) + Float64(3.0 * Float64(Float64(Float64(t_0 - Float64(2.0 * x2)) - x1) / t_1)))) tmp = 0.0 if (t_3 <= -4e+182) tmp = Float64(8.0 * Float64(Float64(x1 * Float64(x2 * x2)) / Float64(1.0 + Float64(x1 * x1)))); elseif (t_3 <= 1e+110) tmp = Float64(-6.0 * x2); else tmp = Float64(6.0 * (x1 ^ 4.0)); end return tmp end
function tmp_2 = code(x1, x2) t_0 = (3.0 * x1) * x1; t_1 = (x1 * x1) + 1.0; t_2 = ((t_0 + (2.0 * x2)) - x1) / t_1; t_3 = x1 + (((((((((2.0 * x1) * t_2) * (t_2 - 3.0)) + ((x1 * x1) * ((4.0 * t_2) - 6.0))) * t_1) + (t_0 * t_2)) + ((x1 * x1) * x1)) + x1) + (3.0 * (((t_0 - (2.0 * x2)) - x1) / t_1))); tmp = 0.0; if (t_3 <= -4e+182) tmp = 8.0 * ((x1 * (x2 * x2)) / (1.0 + (x1 * x1))); elseif (t_3 <= 1e+110) tmp = -6.0 * x2; else tmp = 6.0 * (x1 ^ 4.0); end tmp_2 = tmp; end
code[x1_, x2_] := Block[{t$95$0 = N[(N[(3.0 * x1), $MachinePrecision] * x1), $MachinePrecision]}, Block[{t$95$1 = N[(N[(x1 * x1), $MachinePrecision] + 1.0), $MachinePrecision]}, Block[{t$95$2 = N[(N[(N[(t$95$0 + N[(2.0 * x2), $MachinePrecision]), $MachinePrecision] - x1), $MachinePrecision] / t$95$1), $MachinePrecision]}, Block[{t$95$3 = N[(x1 + N[(N[(N[(N[(N[(N[(N[(N[(N[(2.0 * x1), $MachinePrecision] * t$95$2), $MachinePrecision] * N[(t$95$2 - 3.0), $MachinePrecision]), $MachinePrecision] + N[(N[(x1 * x1), $MachinePrecision] * N[(N[(4.0 * t$95$2), $MachinePrecision] - 6.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * t$95$1), $MachinePrecision] + N[(t$95$0 * t$95$2), $MachinePrecision]), $MachinePrecision] + N[(N[(x1 * x1), $MachinePrecision] * x1), $MachinePrecision]), $MachinePrecision] + x1), $MachinePrecision] + N[(3.0 * N[(N[(N[(t$95$0 - N[(2.0 * x2), $MachinePrecision]), $MachinePrecision] - x1), $MachinePrecision] / t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[t$95$3, -4e+182], N[(8.0 * N[(N[(x1 * N[(x2 * x2), $MachinePrecision]), $MachinePrecision] / N[(1.0 + N[(x1 * x1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[t$95$3, 1e+110], N[(-6.0 * x2), $MachinePrecision], N[(6.0 * N[Power[x1, 4.0], $MachinePrecision]), $MachinePrecision]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(3 \cdot x1\right) \cdot x1\\
t_1 := x1 \cdot x1 + 1\\
t_2 := \frac{\left(t\_0 + 2 \cdot x2\right) - x1}{t\_1}\\
t_3 := x1 + \left(\left(\left(\left(\left(\left(\left(2 \cdot x1\right) \cdot t\_2\right) \cdot \left(t\_2 - 3\right) + \left(x1 \cdot x1\right) \cdot \left(4 \cdot t\_2 - 6\right)\right) \cdot t\_1 + t\_0 \cdot t\_2\right) + \left(x1 \cdot x1\right) \cdot x1\right) + x1\right) + 3 \cdot \frac{\left(t\_0 - 2 \cdot x2\right) - x1}{t\_1}\right)\\
\mathbf{if}\;t\_3 \leq -4 \cdot 10^{+182}:\\
\;\;\;\;8 \cdot \frac{x1 \cdot \left(x2 \cdot x2\right)}{1 + x1 \cdot x1}\\
\mathbf{elif}\;t\_3 \leq 10^{+110}:\\
\;\;\;\;-6 \cdot x2\\
\mathbf{else}:\\
\;\;\;\;6 \cdot {x1}^{4}\\
\end{array}
\end{array}
if (+.f64 x1 (+.f64 (+.f64 (+.f64 (+.f64 (*.f64 (+.f64 (*.f64 (*.f64 (*.f64 #s(literal 2 binary64) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) (-.f64 (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) #s(literal 3 binary64))) (*.f64 (*.f64 x1 x1) (-.f64 (*.f64 #s(literal 4 binary64) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) #s(literal 6 binary64)))) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) (*.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))))) (*.f64 (*.f64 x1 x1) x1)) x1) (*.f64 #s(literal 3 binary64) (/.f64 (-.f64 (-.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))))) < -4.0000000000000003e182Initial program 70.4%
Taylor expanded in x2 around inf
lower-*.f64N/A
lower-/.f64N/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
lower-+.f64N/A
pow2N/A
lift-*.f6417.3
Applied rewrites17.3%
if -4.0000000000000003e182 < (+.f64 x1 (+.f64 (+.f64 (+.f64 (+.f64 (*.f64 (+.f64 (*.f64 (*.f64 (*.f64 #s(literal 2 binary64) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) (-.f64 (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) #s(literal 3 binary64))) (*.f64 (*.f64 x1 x1) (-.f64 (*.f64 #s(literal 4 binary64) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) #s(literal 6 binary64)))) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) (*.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))))) (*.f64 (*.f64 x1 x1) x1)) x1) (*.f64 #s(literal 3 binary64) (/.f64 (-.f64 (-.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))))) < 1e110Initial program 70.4%
Taylor expanded in x1 around 0
lower-*.f6426.1
Applied rewrites26.1%
if 1e110 < (+.f64 x1 (+.f64 (+.f64 (+.f64 (+.f64 (*.f64 (+.f64 (*.f64 (*.f64 (*.f64 #s(literal 2 binary64) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) (-.f64 (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) #s(literal 3 binary64))) (*.f64 (*.f64 x1 x1) (-.f64 (*.f64 #s(literal 4 binary64) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) #s(literal 6 binary64)))) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) (*.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))))) (*.f64 (*.f64 x1 x1) x1)) x1) (*.f64 #s(literal 3 binary64) (/.f64 (-.f64 (-.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))))) Initial program 70.4%
Taylor expanded in x2 around inf
lower-*.f64N/A
lower--.f64N/A
Applied rewrites70.3%
Taylor expanded in x1 around inf
lower-*.f64N/A
lower-pow.f6445.7
Applied rewrites45.7%
(FPCore (x1 x2)
:precision binary64
(let* ((t_0 (* (* 3.0 x1) x1))
(t_1 (+ (* x1 x1) 1.0))
(t_2 (/ (- (+ t_0 (* 2.0 x2)) x1) t_1))
(t_3
(+
x1
(+
(+
(+
(+
(*
(+
(* (* (* 2.0 x1) t_2) (- t_2 3.0))
(* (* x1 x1) (- (* 4.0 t_2) 6.0)))
t_1)
(* t_0 t_2))
(* (* x1 x1) x1))
x1)
(* 3.0 (/ (- (- t_0 (* 2.0 x2)) x1) t_1))))))
(if (<= t_3 -4e+182)
(* 8.0 (/ (* x1 (* x2 x2)) (+ 1.0 (* x1 x1))))
(if (<= t_3 1e+110) (* -6.0 x2) (* 6.0 (* (* x1 x1) (* x1 x1)))))))
double code(double x1, double x2) {
double t_0 = (3.0 * x1) * x1;
double t_1 = (x1 * x1) + 1.0;
double t_2 = ((t_0 + (2.0 * x2)) - x1) / t_1;
double t_3 = x1 + (((((((((2.0 * x1) * t_2) * (t_2 - 3.0)) + ((x1 * x1) * ((4.0 * t_2) - 6.0))) * t_1) + (t_0 * t_2)) + ((x1 * x1) * x1)) + x1) + (3.0 * (((t_0 - (2.0 * x2)) - x1) / t_1)));
double tmp;
if (t_3 <= -4e+182) {
tmp = 8.0 * ((x1 * (x2 * x2)) / (1.0 + (x1 * x1)));
} else if (t_3 <= 1e+110) {
tmp = -6.0 * x2;
} else {
tmp = 6.0 * ((x1 * x1) * (x1 * x1));
}
return tmp;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(x1, x2)
use fmin_fmax_functions
real(8), intent (in) :: x1
real(8), intent (in) :: x2
real(8) :: t_0
real(8) :: t_1
real(8) :: t_2
real(8) :: t_3
real(8) :: tmp
t_0 = (3.0d0 * x1) * x1
t_1 = (x1 * x1) + 1.0d0
t_2 = ((t_0 + (2.0d0 * x2)) - x1) / t_1
t_3 = x1 + (((((((((2.0d0 * x1) * t_2) * (t_2 - 3.0d0)) + ((x1 * x1) * ((4.0d0 * t_2) - 6.0d0))) * t_1) + (t_0 * t_2)) + ((x1 * x1) * x1)) + x1) + (3.0d0 * (((t_0 - (2.0d0 * x2)) - x1) / t_1)))
if (t_3 <= (-4d+182)) then
tmp = 8.0d0 * ((x1 * (x2 * x2)) / (1.0d0 + (x1 * x1)))
else if (t_3 <= 1d+110) then
tmp = (-6.0d0) * x2
else
tmp = 6.0d0 * ((x1 * x1) * (x1 * x1))
end if
code = tmp
end function
public static double code(double x1, double x2) {
double t_0 = (3.0 * x1) * x1;
double t_1 = (x1 * x1) + 1.0;
double t_2 = ((t_0 + (2.0 * x2)) - x1) / t_1;
double t_3 = x1 + (((((((((2.0 * x1) * t_2) * (t_2 - 3.0)) + ((x1 * x1) * ((4.0 * t_2) - 6.0))) * t_1) + (t_0 * t_2)) + ((x1 * x1) * x1)) + x1) + (3.0 * (((t_0 - (2.0 * x2)) - x1) / t_1)));
double tmp;
if (t_3 <= -4e+182) {
tmp = 8.0 * ((x1 * (x2 * x2)) / (1.0 + (x1 * x1)));
} else if (t_3 <= 1e+110) {
tmp = -6.0 * x2;
} else {
tmp = 6.0 * ((x1 * x1) * (x1 * x1));
}
return tmp;
}
def code(x1, x2): t_0 = (3.0 * x1) * x1 t_1 = (x1 * x1) + 1.0 t_2 = ((t_0 + (2.0 * x2)) - x1) / t_1 t_3 = x1 + (((((((((2.0 * x1) * t_2) * (t_2 - 3.0)) + ((x1 * x1) * ((4.0 * t_2) - 6.0))) * t_1) + (t_0 * t_2)) + ((x1 * x1) * x1)) + x1) + (3.0 * (((t_0 - (2.0 * x2)) - x1) / t_1))) tmp = 0 if t_3 <= -4e+182: tmp = 8.0 * ((x1 * (x2 * x2)) / (1.0 + (x1 * x1))) elif t_3 <= 1e+110: tmp = -6.0 * x2 else: tmp = 6.0 * ((x1 * x1) * (x1 * x1)) return tmp
function code(x1, x2) t_0 = Float64(Float64(3.0 * x1) * x1) t_1 = Float64(Float64(x1 * x1) + 1.0) t_2 = Float64(Float64(Float64(t_0 + Float64(2.0 * x2)) - x1) / t_1) t_3 = Float64(x1 + Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(2.0 * x1) * t_2) * Float64(t_2 - 3.0)) + Float64(Float64(x1 * x1) * Float64(Float64(4.0 * t_2) - 6.0))) * t_1) + Float64(t_0 * t_2)) + Float64(Float64(x1 * x1) * x1)) + x1) + Float64(3.0 * Float64(Float64(Float64(t_0 - Float64(2.0 * x2)) - x1) / t_1)))) tmp = 0.0 if (t_3 <= -4e+182) tmp = Float64(8.0 * Float64(Float64(x1 * Float64(x2 * x2)) / Float64(1.0 + Float64(x1 * x1)))); elseif (t_3 <= 1e+110) tmp = Float64(-6.0 * x2); else tmp = Float64(6.0 * Float64(Float64(x1 * x1) * Float64(x1 * x1))); end return tmp end
function tmp_2 = code(x1, x2) t_0 = (3.0 * x1) * x1; t_1 = (x1 * x1) + 1.0; t_2 = ((t_0 + (2.0 * x2)) - x1) / t_1; t_3 = x1 + (((((((((2.0 * x1) * t_2) * (t_2 - 3.0)) + ((x1 * x1) * ((4.0 * t_2) - 6.0))) * t_1) + (t_0 * t_2)) + ((x1 * x1) * x1)) + x1) + (3.0 * (((t_0 - (2.0 * x2)) - x1) / t_1))); tmp = 0.0; if (t_3 <= -4e+182) tmp = 8.0 * ((x1 * (x2 * x2)) / (1.0 + (x1 * x1))); elseif (t_3 <= 1e+110) tmp = -6.0 * x2; else tmp = 6.0 * ((x1 * x1) * (x1 * x1)); end tmp_2 = tmp; end
code[x1_, x2_] := Block[{t$95$0 = N[(N[(3.0 * x1), $MachinePrecision] * x1), $MachinePrecision]}, Block[{t$95$1 = N[(N[(x1 * x1), $MachinePrecision] + 1.0), $MachinePrecision]}, Block[{t$95$2 = N[(N[(N[(t$95$0 + N[(2.0 * x2), $MachinePrecision]), $MachinePrecision] - x1), $MachinePrecision] / t$95$1), $MachinePrecision]}, Block[{t$95$3 = N[(x1 + N[(N[(N[(N[(N[(N[(N[(N[(N[(2.0 * x1), $MachinePrecision] * t$95$2), $MachinePrecision] * N[(t$95$2 - 3.0), $MachinePrecision]), $MachinePrecision] + N[(N[(x1 * x1), $MachinePrecision] * N[(N[(4.0 * t$95$2), $MachinePrecision] - 6.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * t$95$1), $MachinePrecision] + N[(t$95$0 * t$95$2), $MachinePrecision]), $MachinePrecision] + N[(N[(x1 * x1), $MachinePrecision] * x1), $MachinePrecision]), $MachinePrecision] + x1), $MachinePrecision] + N[(3.0 * N[(N[(N[(t$95$0 - N[(2.0 * x2), $MachinePrecision]), $MachinePrecision] - x1), $MachinePrecision] / t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[t$95$3, -4e+182], N[(8.0 * N[(N[(x1 * N[(x2 * x2), $MachinePrecision]), $MachinePrecision] / N[(1.0 + N[(x1 * x1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[t$95$3, 1e+110], N[(-6.0 * x2), $MachinePrecision], N[(6.0 * N[(N[(x1 * x1), $MachinePrecision] * N[(x1 * x1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(3 \cdot x1\right) \cdot x1\\
t_1 := x1 \cdot x1 + 1\\
t_2 := \frac{\left(t\_0 + 2 \cdot x2\right) - x1}{t\_1}\\
t_3 := x1 + \left(\left(\left(\left(\left(\left(\left(2 \cdot x1\right) \cdot t\_2\right) \cdot \left(t\_2 - 3\right) + \left(x1 \cdot x1\right) \cdot \left(4 \cdot t\_2 - 6\right)\right) \cdot t\_1 + t\_0 \cdot t\_2\right) + \left(x1 \cdot x1\right) \cdot x1\right) + x1\right) + 3 \cdot \frac{\left(t\_0 - 2 \cdot x2\right) - x1}{t\_1}\right)\\
\mathbf{if}\;t\_3 \leq -4 \cdot 10^{+182}:\\
\;\;\;\;8 \cdot \frac{x1 \cdot \left(x2 \cdot x2\right)}{1 + x1 \cdot x1}\\
\mathbf{elif}\;t\_3 \leq 10^{+110}:\\
\;\;\;\;-6 \cdot x2\\
\mathbf{else}:\\
\;\;\;\;6 \cdot \left(\left(x1 \cdot x1\right) \cdot \left(x1 \cdot x1\right)\right)\\
\end{array}
\end{array}
if (+.f64 x1 (+.f64 (+.f64 (+.f64 (+.f64 (*.f64 (+.f64 (*.f64 (*.f64 (*.f64 #s(literal 2 binary64) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) (-.f64 (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) #s(literal 3 binary64))) (*.f64 (*.f64 x1 x1) (-.f64 (*.f64 #s(literal 4 binary64) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) #s(literal 6 binary64)))) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) (*.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))))) (*.f64 (*.f64 x1 x1) x1)) x1) (*.f64 #s(literal 3 binary64) (/.f64 (-.f64 (-.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))))) < -4.0000000000000003e182Initial program 70.4%
Taylor expanded in x2 around inf
lower-*.f64N/A
lower-/.f64N/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
lower-+.f64N/A
pow2N/A
lift-*.f6417.3
Applied rewrites17.3%
if -4.0000000000000003e182 < (+.f64 x1 (+.f64 (+.f64 (+.f64 (+.f64 (*.f64 (+.f64 (*.f64 (*.f64 (*.f64 #s(literal 2 binary64) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) (-.f64 (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) #s(literal 3 binary64))) (*.f64 (*.f64 x1 x1) (-.f64 (*.f64 #s(literal 4 binary64) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) #s(literal 6 binary64)))) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) (*.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))))) (*.f64 (*.f64 x1 x1) x1)) x1) (*.f64 #s(literal 3 binary64) (/.f64 (-.f64 (-.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))))) < 1e110Initial program 70.4%
Taylor expanded in x1 around 0
lower-*.f6426.1
Applied rewrites26.1%
if 1e110 < (+.f64 x1 (+.f64 (+.f64 (+.f64 (+.f64 (*.f64 (+.f64 (*.f64 (*.f64 (*.f64 #s(literal 2 binary64) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) (-.f64 (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) #s(literal 3 binary64))) (*.f64 (*.f64 x1 x1) (-.f64 (*.f64 #s(literal 4 binary64) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) #s(literal 6 binary64)))) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) (*.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))))) (*.f64 (*.f64 x1 x1) x1)) x1) (*.f64 #s(literal 3 binary64) (/.f64 (-.f64 (-.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))))) Initial program 70.4%
Taylor expanded in x1 around inf
lower-*.f64N/A
sqr-powN/A
metadata-evalN/A
metadata-evalN/A
lower-*.f64N/A
pow2N/A
lift-*.f64N/A
pow2N/A
lift-*.f6445.7
Applied rewrites45.7%
(FPCore (x1 x2) :precision binary64 (let* ((t_0 (* 6.0 (* (* x1 x1) (* x1 x1))))) (if (<= x1 -0.00065) t_0 (if (<= x1 0.185) (* -6.0 x2) t_0))))
double code(double x1, double x2) {
double t_0 = 6.0 * ((x1 * x1) * (x1 * x1));
double tmp;
if (x1 <= -0.00065) {
tmp = t_0;
} else if (x1 <= 0.185) {
tmp = -6.0 * x2;
} else {
tmp = t_0;
}
return tmp;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(x1, x2)
use fmin_fmax_functions
real(8), intent (in) :: x1
real(8), intent (in) :: x2
real(8) :: t_0
real(8) :: tmp
t_0 = 6.0d0 * ((x1 * x1) * (x1 * x1))
if (x1 <= (-0.00065d0)) then
tmp = t_0
else if (x1 <= 0.185d0) then
tmp = (-6.0d0) * x2
else
tmp = t_0
end if
code = tmp
end function
public static double code(double x1, double x2) {
double t_0 = 6.0 * ((x1 * x1) * (x1 * x1));
double tmp;
if (x1 <= -0.00065) {
tmp = t_0;
} else if (x1 <= 0.185) {
tmp = -6.0 * x2;
} else {
tmp = t_0;
}
return tmp;
}
def code(x1, x2): t_0 = 6.0 * ((x1 * x1) * (x1 * x1)) tmp = 0 if x1 <= -0.00065: tmp = t_0 elif x1 <= 0.185: tmp = -6.0 * x2 else: tmp = t_0 return tmp
function code(x1, x2) t_0 = Float64(6.0 * Float64(Float64(x1 * x1) * Float64(x1 * x1))) tmp = 0.0 if (x1 <= -0.00065) tmp = t_0; elseif (x1 <= 0.185) tmp = Float64(-6.0 * x2); else tmp = t_0; end return tmp end
function tmp_2 = code(x1, x2) t_0 = 6.0 * ((x1 * x1) * (x1 * x1)); tmp = 0.0; if (x1 <= -0.00065) tmp = t_0; elseif (x1 <= 0.185) tmp = -6.0 * x2; else tmp = t_0; end tmp_2 = tmp; end
code[x1_, x2_] := Block[{t$95$0 = N[(6.0 * N[(N[(x1 * x1), $MachinePrecision] * N[(x1 * x1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[x1, -0.00065], t$95$0, If[LessEqual[x1, 0.185], N[(-6.0 * x2), $MachinePrecision], t$95$0]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := 6 \cdot \left(\left(x1 \cdot x1\right) \cdot \left(x1 \cdot x1\right)\right)\\
\mathbf{if}\;x1 \leq -0.00065:\\
\;\;\;\;t\_0\\
\mathbf{elif}\;x1 \leq 0.185:\\
\;\;\;\;-6 \cdot x2\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if x1 < -6.4999999999999997e-4 or 0.185 < x1 Initial program 70.4%
Taylor expanded in x1 around inf
lower-*.f64N/A
sqr-powN/A
metadata-evalN/A
metadata-evalN/A
lower-*.f64N/A
pow2N/A
lift-*.f64N/A
pow2N/A
lift-*.f6445.7
Applied rewrites45.7%
if -6.4999999999999997e-4 < x1 < 0.185Initial program 70.4%
Taylor expanded in x1 around 0
lower-*.f6426.1
Applied rewrites26.1%
(FPCore (x1 x2) :precision binary64 (let* ((t_0 (* 8.0 (* (* x1 x1) x2)))) (if (<= x1 -4.2e-8) t_0 (if (<= x1 23500000.0) (* -6.0 x2) t_0))))
double code(double x1, double x2) {
double t_0 = 8.0 * ((x1 * x1) * x2);
double tmp;
if (x1 <= -4.2e-8) {
tmp = t_0;
} else if (x1 <= 23500000.0) {
tmp = -6.0 * x2;
} else {
tmp = t_0;
}
return tmp;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(x1, x2)
use fmin_fmax_functions
real(8), intent (in) :: x1
real(8), intent (in) :: x2
real(8) :: t_0
real(8) :: tmp
t_0 = 8.0d0 * ((x1 * x1) * x2)
if (x1 <= (-4.2d-8)) then
tmp = t_0
else if (x1 <= 23500000.0d0) then
tmp = (-6.0d0) * x2
else
tmp = t_0
end if
code = tmp
end function
public static double code(double x1, double x2) {
double t_0 = 8.0 * ((x1 * x1) * x2);
double tmp;
if (x1 <= -4.2e-8) {
tmp = t_0;
} else if (x1 <= 23500000.0) {
tmp = -6.0 * x2;
} else {
tmp = t_0;
}
return tmp;
}
def code(x1, x2): t_0 = 8.0 * ((x1 * x1) * x2) tmp = 0 if x1 <= -4.2e-8: tmp = t_0 elif x1 <= 23500000.0: tmp = -6.0 * x2 else: tmp = t_0 return tmp
function code(x1, x2) t_0 = Float64(8.0 * Float64(Float64(x1 * x1) * x2)) tmp = 0.0 if (x1 <= -4.2e-8) tmp = t_0; elseif (x1 <= 23500000.0) tmp = Float64(-6.0 * x2); else tmp = t_0; end return tmp end
function tmp_2 = code(x1, x2) t_0 = 8.0 * ((x1 * x1) * x2); tmp = 0.0; if (x1 <= -4.2e-8) tmp = t_0; elseif (x1 <= 23500000.0) tmp = -6.0 * x2; else tmp = t_0; end tmp_2 = tmp; end
code[x1_, x2_] := Block[{t$95$0 = N[(8.0 * N[(N[(x1 * x1), $MachinePrecision] * x2), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[x1, -4.2e-8], t$95$0, If[LessEqual[x1, 23500000.0], N[(-6.0 * x2), $MachinePrecision], t$95$0]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := 8 \cdot \left(\left(x1 \cdot x1\right) \cdot x2\right)\\
\mathbf{if}\;x1 \leq -4.2 \cdot 10^{-8}:\\
\;\;\;\;t\_0\\
\mathbf{elif}\;x1 \leq 23500000:\\
\;\;\;\;-6 \cdot x2\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if x1 < -4.19999999999999989e-8 or 2.35e7 < x1 Initial program 70.4%
Taylor expanded in x1 around inf
lower-*.f64N/A
Applied rewrites48.2%
Taylor expanded in x2 around inf
lower-*.f64N/A
lower-*.f64N/A
pow2N/A
lift-*.f6419.6
Applied rewrites19.6%
if -4.19999999999999989e-8 < x1 < 2.35e7Initial program 70.4%
Taylor expanded in x1 around 0
lower-*.f6426.1
Applied rewrites26.1%
(FPCore (x1 x2) :precision binary64 (* -6.0 x2))
double code(double x1, double x2) {
return -6.0 * x2;
}
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(x1, x2)
use fmin_fmax_functions
real(8), intent (in) :: x1
real(8), intent (in) :: x2
code = (-6.0d0) * x2
end function
public static double code(double x1, double x2) {
return -6.0 * x2;
}
def code(x1, x2): return -6.0 * x2
function code(x1, x2) return Float64(-6.0 * x2) end
function tmp = code(x1, x2) tmp = -6.0 * x2; end
code[x1_, x2_] := N[(-6.0 * x2), $MachinePrecision]
\begin{array}{l}
\\
-6 \cdot x2
\end{array}
Initial program 70.4%
Taylor expanded in x1 around 0
lower-*.f6426.1
Applied rewrites26.1%
herbie shell --seed 2025142
(FPCore (x1 x2)
:name "Rosa's FloatVsDoubleBenchmark"
:precision binary64
(+ x1 (+ (+ (+ (+ (* (+ (* (* (* 2.0 x1) (/ (- (+ (* (* 3.0 x1) x1) (* 2.0 x2)) x1) (+ (* x1 x1) 1.0))) (- (/ (- (+ (* (* 3.0 x1) x1) (* 2.0 x2)) x1) (+ (* x1 x1) 1.0)) 3.0)) (* (* x1 x1) (- (* 4.0 (/ (- (+ (* (* 3.0 x1) x1) (* 2.0 x2)) x1) (+ (* x1 x1) 1.0))) 6.0))) (+ (* x1 x1) 1.0)) (* (* (* 3.0 x1) x1) (/ (- (+ (* (* 3.0 x1) x1) (* 2.0 x2)) x1) (+ (* x1 x1) 1.0)))) (* (* x1 x1) x1)) x1) (* 3.0 (/ (- (- (* (* 3.0 x1) x1) (* 2.0 x2)) x1) (+ (* x1 x1) 1.0))))))