
(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 19 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 (+ (* x1 x1) 1.0))
(t_3 (/ (- (+ t_1 (* 2.0 x2)) x1) t_2))
(t_4 (/ (- (fma (* 3.0 x1) x1 (* 2.0 x2)) x1) (fma x1 x1 1.0))))
(if (<=
(+
x1
(+
(+
(+
(+
(*
(+
(* (* (* 2.0 x1) t_3) (- t_3 3.0))
(* (* x1 x1) (- (* 4.0 t_3) 6.0)))
t_2)
(* t_1 t_3))
t_0)
x1)
(* 3.0 (/ (- (- t_1 (* 2.0 x2)) x1) t_2))))
INFINITY)
(+
x1
(+
(+
(+
(fma
(fma
(* (* 2.0 x1) t_4)
(- t_4 3.0)
(* (* x1 x1) (- (* 4.0 t_4) 6.0)))
(fma x1 x1 1.0)
(* t_1 t_4))
t_0)
x1)
(*
3.0
(-
(/ (fma (* 3.0 x1) x1 (* -2.0 x2)) (fma x1 x1 1.0))
(/ x1 (fma x1 x1 1.0))))))
(*
(* x1 x1)
(+ 9.0 (fma 4.0 (- (* 2.0 x2) 3.0) (* x1 (- (* 6.0 x1) 3.0))))))))
double code(double x1, double x2) {
double t_0 = (x1 * x1) * x1;
double t_1 = (3.0 * x1) * x1;
double t_2 = (x1 * x1) + 1.0;
double t_3 = ((t_1 + (2.0 * x2)) - x1) / t_2;
double t_4 = (fma((3.0 * x1), x1, (2.0 * x2)) - x1) / fma(x1, x1, 1.0);
double tmp;
if ((x1 + (((((((((2.0 * x1) * t_3) * (t_3 - 3.0)) + ((x1 * x1) * ((4.0 * t_3) - 6.0))) * t_2) + (t_1 * t_3)) + t_0) + x1) + (3.0 * (((t_1 - (2.0 * x2)) - x1) / t_2)))) <= ((double) INFINITY)) {
tmp = x1 + (((fma(fma(((2.0 * x1) * t_4), (t_4 - 3.0), ((x1 * x1) * ((4.0 * t_4) - 6.0))), fma(x1, x1, 1.0), (t_1 * t_4)) + t_0) + x1) + (3.0 * ((fma((3.0 * x1), x1, (-2.0 * x2)) / fma(x1, x1, 1.0)) - (x1 / fma(x1, x1, 1.0)))));
} else {
tmp = (x1 * x1) * (9.0 + fma(4.0, ((2.0 * x2) - 3.0), (x1 * ((6.0 * x1) - 3.0))));
}
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(x1 * x1) + 1.0) t_3 = Float64(Float64(Float64(t_1 + Float64(2.0 * x2)) - x1) / t_2) t_4 = Float64(Float64(fma(Float64(3.0 * x1), x1, Float64(2.0 * x2)) - x1) / fma(x1, x1, 1.0)) tmp = 0.0 if (Float64(x1 + Float64(Float64(Float64(Float64(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_2) + Float64(t_1 * t_3)) + t_0) + x1) + Float64(3.0 * Float64(Float64(Float64(t_1 - Float64(2.0 * x2)) - x1) / t_2)))) <= Inf) tmp = Float64(x1 + Float64(Float64(Float64(fma(fma(Float64(Float64(2.0 * x1) * t_4), Float64(t_4 - 3.0), Float64(Float64(x1 * x1) * Float64(Float64(4.0 * t_4) - 6.0))), fma(x1, x1, 1.0), Float64(t_1 * t_4)) + t_0) + x1) + Float64(3.0 * Float64(Float64(fma(Float64(3.0 * x1), x1, Float64(-2.0 * x2)) / fma(x1, x1, 1.0)) - Float64(x1 / fma(x1, x1, 1.0)))))); else tmp = 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))))); 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[(x1 * x1), $MachinePrecision] + 1.0), $MachinePrecision]}, Block[{t$95$3 = N[(N[(N[(t$95$1 + N[(2.0 * x2), $MachinePrecision]), $MachinePrecision] - x1), $MachinePrecision] / t$95$2), $MachinePrecision]}, Block[{t$95$4 = N[(N[(N[(N[(3.0 * x1), $MachinePrecision] * x1 + N[(2.0 * x2), $MachinePrecision]), $MachinePrecision] - x1), $MachinePrecision] / N[(x1 * x1 + 1.0), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[N[(x1 + N[(N[(N[(N[(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$2), $MachinePrecision] + N[(t$95$1 * t$95$3), $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$2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], Infinity], N[(x1 + N[(N[(N[(N[(N[(N[(N[(2.0 * x1), $MachinePrecision] * t$95$4), $MachinePrecision] * N[(t$95$4 - 3.0), $MachinePrecision] + N[(N[(x1 * x1), $MachinePrecision] * N[(N[(4.0 * t$95$4), $MachinePrecision] - 6.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(x1 * x1 + 1.0), $MachinePrecision] + N[(t$95$1 * t$95$4), $MachinePrecision]), $MachinePrecision] + t$95$0), $MachinePrecision] + x1), $MachinePrecision] + N[(3.0 * N[(N[(N[(N[(3.0 * x1), $MachinePrecision] * x1 + N[(-2.0 * x2), $MachinePrecision]), $MachinePrecision] / N[(x1 * x1 + 1.0), $MachinePrecision]), $MachinePrecision] - N[(x1 / N[(x1 * x1 + 1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], 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]]]]]]]
\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 := x1 \cdot x1 + 1\\
t_3 := \frac{\left(t\_1 + 2 \cdot x2\right) - x1}{t\_2}\\
t_4 := \frac{\mathsf{fma}\left(3 \cdot x1, x1, 2 \cdot x2\right) - x1}{\mathsf{fma}\left(x1, x1, 1\right)}\\
\mathbf{if}\;x1 + \left(\left(\left(\left(\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\_2 + t\_1 \cdot t\_3\right) + t\_0\right) + x1\right) + 3 \cdot \frac{\left(t\_1 - 2 \cdot x2\right) - x1}{t\_2}\right) \leq \infty:\\
\;\;\;\;x1 + \left(\left(\left(\mathsf{fma}\left(\mathsf{fma}\left(\left(2 \cdot x1\right) \cdot t\_4, t\_4 - 3, \left(x1 \cdot x1\right) \cdot \left(4 \cdot t\_4 - 6\right)\right), \mathsf{fma}\left(x1, x1, 1\right), t\_1 \cdot t\_4\right) + t\_0\right) + x1\right) + 3 \cdot \left(\frac{\mathsf{fma}\left(3 \cdot x1, x1, -2 \cdot x2\right)}{\mathsf{fma}\left(x1, x1, 1\right)} - \frac{x1}{\mathsf{fma}\left(x1, x1, 1\right)}\right)\right)\\
\mathbf{else}:\\
\;\;\;\;\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)\\
\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 99.4%
lift-/.f64N/A
lift--.f64N/A
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-+.f64N/A
lift-*.f64N/A
div-subN/A
lower--.f64N/A
Applied rewrites99.4%
Applied rewrites99.4%
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 0.0%
Taylor expanded in x1 around -inf
lower-*.f64N/A
lower-pow.f64N/A
lower-+.f64N/A
Applied rewrites99.6%
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-*.f6499.7
Applied rewrites99.7%
(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)))))
(t_4 (fma -1.0 x1 (* x2 (fma -12.0 x1 (* 8.0 (* x1 x2)))))))
(if (<= t_3 -2e+238)
t_4
(if (<= t_3 2e+224)
(fma -6.0 x2 (* x1 -1.0))
(if (<= t_3 INFINITY) t_4 (* 8.0 (* (* x1 x1) x2)))))))
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 t_4 = fma(-1.0, x1, (x2 * fma(-12.0, x1, (8.0 * (x1 * x2)))));
double tmp;
if (t_3 <= -2e+238) {
tmp = t_4;
} else if (t_3 <= 2e+224) {
tmp = fma(-6.0, x2, (x1 * -1.0));
} else if (t_3 <= ((double) INFINITY)) {
tmp = t_4;
} else {
tmp = 8.0 * ((x1 * x1) * x2);
}
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)))) t_4 = fma(-1.0, x1, Float64(x2 * fma(-12.0, x1, Float64(8.0 * Float64(x1 * x2))))) tmp = 0.0 if (t_3 <= -2e+238) tmp = t_4; elseif (t_3 <= 2e+224) tmp = fma(-6.0, x2, Float64(x1 * -1.0)); elseif (t_3 <= Inf) tmp = t_4; else tmp = Float64(8.0 * Float64(Float64(x1 * x1) * x2)); 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]}, Block[{t$95$4 = N[(-1.0 * x1 + N[(x2 * N[(-12.0 * x1 + N[(8.0 * N[(x1 * x2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[t$95$3, -2e+238], t$95$4, If[LessEqual[t$95$3, 2e+224], N[(-6.0 * x2 + N[(x1 * -1.0), $MachinePrecision]), $MachinePrecision], If[LessEqual[t$95$3, Infinity], t$95$4, N[(8.0 * N[(N[(x1 * x1), $MachinePrecision] * x2), $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)\\
t_4 := \mathsf{fma}\left(-1, x1, x2 \cdot \mathsf{fma}\left(-12, x1, 8 \cdot \left(x1 \cdot x2\right)\right)\right)\\
\mathbf{if}\;t\_3 \leq -2 \cdot 10^{+238}:\\
\;\;\;\;t\_4\\
\mathbf{elif}\;t\_3 \leq 2 \cdot 10^{+224}:\\
\;\;\;\;\mathsf{fma}\left(-6, x2, x1 \cdot -1\right)\\
\mathbf{elif}\;t\_3 \leq \infty:\\
\;\;\;\;t\_4\\
\mathbf{else}:\\
\;\;\;\;8 \cdot \left(\left(x1 \cdot x1\right) \cdot x2\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)))))) < -2.0000000000000001e238 or 1.99999999999999994e224 < (+.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 99.8%
Taylor expanded in x1 around 0
lower-fma.f64N/A
lower-*.f64N/A
lower--.f64N/A
Applied rewrites50.4%
Taylor expanded in x1 around inf
lift-*.f64N/A
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift--.f64N/A
lift-*.f6450.4
Applied rewrites50.4%
Taylor expanded in x2 around 0
lower-fma.f64N/A
lower-*.f64N/A
lower-fma.f64N/A
lower-*.f64N/A
lower-*.f6458.4
Applied rewrites58.4%
if -2.0000000000000001e238 < (+.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)))))) < 1.99999999999999994e224Initial program 99.2%
Taylor expanded in x1 around 0
lower-fma.f64N/A
lower-*.f64N/A
lower--.f64N/A
Applied rewrites79.1%
Taylor expanded in x2 around 0
Applied rewrites77.4%
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 0.0%
Taylor expanded in x1 around -inf
lower-*.f64N/A
lower-pow.f64N/A
lower-+.f64N/A
Applied rewrites99.6%
Taylor expanded in x2 around inf
lower-*.f64N/A
lower-*.f64N/A
pow2N/A
lift-*.f6447.3
Applied rewrites47.3%
(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+216)
(* 8.0 (* x1 (* x2 x2)))
(if (<= t_3 1e+266)
(fma -6.0 x2 (* x1 -1.0))
(if (<= t_3 INFINITY)
(* x1 (- (* x2 (- (* 8.0 x2) 12.0)) 1.0))
(* 8.0 (* (* x1 x1) x2)))))))
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+216) {
tmp = 8.0 * (x1 * (x2 * x2));
} else if (t_3 <= 1e+266) {
tmp = fma(-6.0, x2, (x1 * -1.0));
} else if (t_3 <= ((double) INFINITY)) {
tmp = x1 * ((x2 * ((8.0 * x2) - 12.0)) - 1.0);
} else {
tmp = 8.0 * ((x1 * x1) * x2);
}
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+216) tmp = Float64(8.0 * Float64(x1 * Float64(x2 * x2))); elseif (t_3 <= 1e+266) tmp = fma(-6.0, x2, Float64(x1 * -1.0)); elseif (t_3 <= Inf) tmp = Float64(x1 * Float64(Float64(x2 * Float64(Float64(8.0 * x2) - 12.0)) - 1.0)); else tmp = Float64(8.0 * Float64(Float64(x1 * x1) * x2)); 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+216], N[(8.0 * N[(x1 * N[(x2 * x2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[t$95$3, 1e+266], N[(-6.0 * x2 + N[(x1 * -1.0), $MachinePrecision]), $MachinePrecision], If[LessEqual[t$95$3, Infinity], N[(x1 * N[(N[(x2 * N[(N[(8.0 * x2), $MachinePrecision] - 12.0), $MachinePrecision]), $MachinePrecision] - 1.0), $MachinePrecision]), $MachinePrecision], N[(8.0 * N[(N[(x1 * x1), $MachinePrecision] * x2), $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^{+216}:\\
\;\;\;\;8 \cdot \left(x1 \cdot \left(x2 \cdot x2\right)\right)\\
\mathbf{elif}\;t\_3 \leq 10^{+266}:\\
\;\;\;\;\mathsf{fma}\left(-6, x2, x1 \cdot -1\right)\\
\mathbf{elif}\;t\_3 \leq \infty:\\
\;\;\;\;x1 \cdot \left(x2 \cdot \left(8 \cdot x2 - 12\right) - 1\right)\\
\mathbf{else}:\\
\;\;\;\;8 \cdot \left(\left(x1 \cdot x1\right) \cdot x2\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)))))) < -4.9999999999999998e216Initial program 99.9%
Taylor expanded in x1 around 0
lower-fma.f64N/A
lower-*.f64N/A
lower--.f64N/A
Applied rewrites69.2%
Taylor expanded in x2 around inf
lower-*.f64N/A
lower-*.f64N/A
pow2N/A
lift-*.f6469.2
Applied rewrites69.2%
if -4.9999999999999998e216 < (+.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)))))) < 1e266Initial program 99.2%
Taylor expanded in x1 around 0
lower-fma.f64N/A
lower-*.f64N/A
lower--.f64N/A
Applied rewrites76.3%
Taylor expanded in x2 around 0
Applied rewrites74.8%
if 1e266 < (+.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 99.9%
Taylor expanded in x1 around 0
lower-fma.f64N/A
lower-*.f64N/A
lower--.f64N/A
Applied rewrites46.0%
Taylor expanded in x1 around inf
lift-*.f64N/A
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift--.f64N/A
lift-*.f6446.0
Applied rewrites46.0%
Taylor expanded in x2 around 0
lower-*.f64N/A
lower--.f64N/A
lower-*.f6446.0
Applied rewrites46.0%
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 0.0%
Taylor expanded in x1 around -inf
lower-*.f64N/A
lower-pow.f64N/A
lower-+.f64N/A
Applied rewrites99.6%
Taylor expanded in x2 around inf
lower-*.f64N/A
lower-*.f64N/A
pow2N/A
lift-*.f6447.3
Applied rewrites47.3%
(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)))))
(t_4 (* 8.0 (* x1 (* x2 x2)))))
(if (<= t_3 -5e+216)
t_4
(if (<= t_3 2e+241)
(fma -6.0 x2 (* x1 -1.0))
(if (<= t_3 INFINITY) t_4 (* 8.0 (* (* x1 x1) x2)))))))
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 t_4 = 8.0 * (x1 * (x2 * x2));
double tmp;
if (t_3 <= -5e+216) {
tmp = t_4;
} else if (t_3 <= 2e+241) {
tmp = fma(-6.0, x2, (x1 * -1.0));
} else if (t_3 <= ((double) INFINITY)) {
tmp = t_4;
} else {
tmp = 8.0 * ((x1 * x1) * x2);
}
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)))) t_4 = Float64(8.0 * Float64(x1 * Float64(x2 * x2))) tmp = 0.0 if (t_3 <= -5e+216) tmp = t_4; elseif (t_3 <= 2e+241) tmp = fma(-6.0, x2, Float64(x1 * -1.0)); elseif (t_3 <= Inf) tmp = t_4; else tmp = Float64(8.0 * Float64(Float64(x1 * x1) * x2)); 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]}, Block[{t$95$4 = N[(8.0 * N[(x1 * N[(x2 * x2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[t$95$3, -5e+216], t$95$4, If[LessEqual[t$95$3, 2e+241], N[(-6.0 * x2 + N[(x1 * -1.0), $MachinePrecision]), $MachinePrecision], If[LessEqual[t$95$3, Infinity], t$95$4, N[(8.0 * N[(N[(x1 * x1), $MachinePrecision] * x2), $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)\\
t_4 := 8 \cdot \left(x1 \cdot \left(x2 \cdot x2\right)\right)\\
\mathbf{if}\;t\_3 \leq -5 \cdot 10^{+216}:\\
\;\;\;\;t\_4\\
\mathbf{elif}\;t\_3 \leq 2 \cdot 10^{+241}:\\
\;\;\;\;\mathsf{fma}\left(-6, x2, x1 \cdot -1\right)\\
\mathbf{elif}\;t\_3 \leq \infty:\\
\;\;\;\;t\_4\\
\mathbf{else}:\\
\;\;\;\;8 \cdot \left(\left(x1 \cdot x1\right) \cdot x2\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)))))) < -4.9999999999999998e216 or 2.0000000000000001e241 < (+.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 99.8%
Taylor expanded in x1 around 0
lower-fma.f64N/A
lower-*.f64N/A
lower--.f64N/A
Applied rewrites51.0%
Taylor expanded in x2 around inf
lower-*.f64N/A
lower-*.f64N/A
pow2N/A
lift-*.f6451.2
Applied rewrites51.2%
if -4.9999999999999998e216 < (+.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)))))) < 2.0000000000000001e241Initial program 99.2%
Taylor expanded in x1 around 0
lower-fma.f64N/A
lower-*.f64N/A
lower--.f64N/A
Applied rewrites78.6%
Taylor expanded in x2 around 0
Applied rewrites76.8%
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 0.0%
Taylor expanded in x1 around -inf
lower-*.f64N/A
lower-pow.f64N/A
lower-+.f64N/A
Applied rewrites99.6%
Taylor expanded in x2 around inf
lower-*.f64N/A
lower-*.f64N/A
pow2N/A
lift-*.f6447.3
Applied rewrites47.3%
(FPCore (x1 x2)
:precision binary64
(let* ((t_0 (* (* x1 x1) x1))
(t_1 (* (* 3.0 x1) x1))
(t_2 (+ (* x1 x1) 1.0))
(t_3 (/ (- (+ t_1 (* 2.0 x2)) x1) t_2))
(t_4 (/ (- (fma (* 3.0 x1) x1 (* 2.0 x2)) x1) (fma x1 x1 1.0))))
(if (<=
(+
x1
(+
(+
(+
(+
(*
(+
(* (* (* 2.0 x1) t_3) (- t_3 3.0))
(* (* x1 x1) (- (* 4.0 t_3) 6.0)))
t_2)
(* t_1 t_3))
t_0)
x1)
(* 3.0 (/ (- (- t_1 (* 2.0 x2)) x1) t_2))))
INFINITY)
(+
x1
(+
(+
(+
(fma
(fma
(* (* 2.0 x1) t_4)
(- t_4 3.0)
(* (* x1 x1) (- (* 4.0 t_4) 6.0)))
(fma x1 x1 1.0)
(* t_1 t_4))
t_0)
x1)
(* 3.0 (/ (- (fma (* 3.0 x1) x1 (* -2.0 x2)) x1) (fma x1 x1 1.0)))))
(*
(* x1 x1)
(+ 9.0 (fma 4.0 (- (* 2.0 x2) 3.0) (* x1 (- (* 6.0 x1) 3.0))))))))
double code(double x1, double x2) {
double t_0 = (x1 * x1) * x1;
double t_1 = (3.0 * x1) * x1;
double t_2 = (x1 * x1) + 1.0;
double t_3 = ((t_1 + (2.0 * x2)) - x1) / t_2;
double t_4 = (fma((3.0 * x1), x1, (2.0 * x2)) - x1) / fma(x1, x1, 1.0);
double tmp;
if ((x1 + (((((((((2.0 * x1) * t_3) * (t_3 - 3.0)) + ((x1 * x1) * ((4.0 * t_3) - 6.0))) * t_2) + (t_1 * t_3)) + t_0) + x1) + (3.0 * (((t_1 - (2.0 * x2)) - x1) / t_2)))) <= ((double) INFINITY)) {
tmp = x1 + (((fma(fma(((2.0 * x1) * t_4), (t_4 - 3.0), ((x1 * x1) * ((4.0 * t_4) - 6.0))), fma(x1, x1, 1.0), (t_1 * t_4)) + t_0) + x1) + (3.0 * ((fma((3.0 * x1), x1, (-2.0 * x2)) - x1) / fma(x1, x1, 1.0))));
} else {
tmp = (x1 * x1) * (9.0 + fma(4.0, ((2.0 * x2) - 3.0), (x1 * ((6.0 * x1) - 3.0))));
}
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(x1 * x1) + 1.0) t_3 = Float64(Float64(Float64(t_1 + Float64(2.0 * x2)) - x1) / t_2) t_4 = Float64(Float64(fma(Float64(3.0 * x1), x1, Float64(2.0 * x2)) - x1) / fma(x1, x1, 1.0)) tmp = 0.0 if (Float64(x1 + Float64(Float64(Float64(Float64(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_2) + Float64(t_1 * t_3)) + t_0) + x1) + Float64(3.0 * Float64(Float64(Float64(t_1 - Float64(2.0 * x2)) - x1) / t_2)))) <= Inf) tmp = Float64(x1 + Float64(Float64(Float64(fma(fma(Float64(Float64(2.0 * x1) * t_4), Float64(t_4 - 3.0), Float64(Float64(x1 * x1) * Float64(Float64(4.0 * t_4) - 6.0))), fma(x1, x1, 1.0), Float64(t_1 * t_4)) + t_0) + x1) + Float64(3.0 * Float64(Float64(fma(Float64(3.0 * x1), x1, Float64(-2.0 * x2)) - x1) / fma(x1, x1, 1.0))))); else tmp = 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))))); 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[(x1 * x1), $MachinePrecision] + 1.0), $MachinePrecision]}, Block[{t$95$3 = N[(N[(N[(t$95$1 + N[(2.0 * x2), $MachinePrecision]), $MachinePrecision] - x1), $MachinePrecision] / t$95$2), $MachinePrecision]}, Block[{t$95$4 = N[(N[(N[(N[(3.0 * x1), $MachinePrecision] * x1 + N[(2.0 * x2), $MachinePrecision]), $MachinePrecision] - x1), $MachinePrecision] / N[(x1 * x1 + 1.0), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[N[(x1 + N[(N[(N[(N[(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$2), $MachinePrecision] + N[(t$95$1 * t$95$3), $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$2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], Infinity], N[(x1 + N[(N[(N[(N[(N[(N[(N[(2.0 * x1), $MachinePrecision] * t$95$4), $MachinePrecision] * N[(t$95$4 - 3.0), $MachinePrecision] + N[(N[(x1 * x1), $MachinePrecision] * N[(N[(4.0 * t$95$4), $MachinePrecision] - 6.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(x1 * x1 + 1.0), $MachinePrecision] + N[(t$95$1 * t$95$4), $MachinePrecision]), $MachinePrecision] + t$95$0), $MachinePrecision] + x1), $MachinePrecision] + N[(3.0 * N[(N[(N[(N[(3.0 * x1), $MachinePrecision] * x1 + N[(-2.0 * x2), $MachinePrecision]), $MachinePrecision] - x1), $MachinePrecision] / N[(x1 * x1 + 1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], 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]]]]]]]
\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 := x1 \cdot x1 + 1\\
t_3 := \frac{\left(t\_1 + 2 \cdot x2\right) - x1}{t\_2}\\
t_4 := \frac{\mathsf{fma}\left(3 \cdot x1, x1, 2 \cdot x2\right) - x1}{\mathsf{fma}\left(x1, x1, 1\right)}\\
\mathbf{if}\;x1 + \left(\left(\left(\left(\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\_2 + t\_1 \cdot t\_3\right) + t\_0\right) + x1\right) + 3 \cdot \frac{\left(t\_1 - 2 \cdot x2\right) - x1}{t\_2}\right) \leq \infty:\\
\;\;\;\;x1 + \left(\left(\left(\mathsf{fma}\left(\mathsf{fma}\left(\left(2 \cdot x1\right) \cdot t\_4, t\_4 - 3, \left(x1 \cdot x1\right) \cdot \left(4 \cdot t\_4 - 6\right)\right), \mathsf{fma}\left(x1, x1, 1\right), t\_1 \cdot t\_4\right) + t\_0\right) + x1\right) + 3 \cdot \frac{\mathsf{fma}\left(3 \cdot x1, x1, -2 \cdot x2\right) - x1}{\mathsf{fma}\left(x1, x1, 1\right)}\right)\\
\mathbf{else}:\\
\;\;\;\;\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)\\
\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 99.4%
lift-/.f64N/A
lift--.f64N/A
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-+.f64N/A
lift-*.f64N/A
div-subN/A
lower--.f64N/A
Applied rewrites99.4%
Applied rewrites99.4%
lift--.f64N/A
lift-/.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-fma.f64N/A
lift-fma.f64N/A
lift-/.f64N/A
lift-fma.f64N/A
sub-divN/A
lower-/.f64N/A
lower--.f64N/A
lift-fma.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-fma.f6499.4
Applied rewrites99.4%
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 0.0%
Taylor expanded in x1 around -inf
lower-*.f64N/A
lower-pow.f64N/A
lower-+.f64N/A
Applied rewrites99.6%
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-*.f6499.7
Applied rewrites99.7%
(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 (* t_2 t_3))
(t_5 (* (* (* 2.0 x1) t_3) (- t_3 3.0)))
(t_6 (* 3.0 (/ (- (- t_2 (* 2.0 x2)) x1) t_1))))
(if (<=
(+
x1
(+
(+
(+ (+ (* (+ t_5 (* (* x1 x1) (- (* 4.0 t_3) 6.0))) t_1) t_4) t_0)
x1)
t_6))
INFINITY)
(+ x1 (+ (+ (+ (+ (* (+ t_5 (* (* x1 x1) 6.0)) t_1) t_4) t_0) x1) t_6))
(*
(* x1 x1)
(+ 9.0 (fma 4.0 (- (* 2.0 x2) 3.0) (* x1 (- (* 6.0 x1) 3.0))))))))
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 = t_2 * t_3;
double t_5 = ((2.0 * x1) * t_3) * (t_3 - 3.0);
double t_6 = 3.0 * (((t_2 - (2.0 * x2)) - x1) / t_1);
double tmp;
if ((x1 + ((((((t_5 + ((x1 * x1) * ((4.0 * t_3) - 6.0))) * t_1) + t_4) + t_0) + x1) + t_6)) <= ((double) INFINITY)) {
tmp = x1 + ((((((t_5 + ((x1 * x1) * 6.0)) * t_1) + t_4) + t_0) + x1) + t_6);
} else {
tmp = (x1 * x1) * (9.0 + fma(4.0, ((2.0 * x2) - 3.0), (x1 * ((6.0 * x1) - 3.0))));
}
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(t_2 * t_3) t_5 = Float64(Float64(Float64(2.0 * x1) * t_3) * Float64(t_3 - 3.0)) t_6 = 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(Float64(Float64(t_5 + Float64(Float64(x1 * x1) * Float64(Float64(4.0 * t_3) - 6.0))) * t_1) + t_4) + t_0) + x1) + t_6)) <= Inf) tmp = Float64(x1 + Float64(Float64(Float64(Float64(Float64(Float64(t_5 + Float64(Float64(x1 * x1) * 6.0)) * t_1) + t_4) + t_0) + x1) + t_6)); else tmp = 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))))); end return 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[(t$95$2 * t$95$3), $MachinePrecision]}, Block[{t$95$5 = N[(N[(N[(2.0 * x1), $MachinePrecision] * t$95$3), $MachinePrecision] * N[(t$95$3 - 3.0), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$6 = 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[(N[(N[(t$95$5 + N[(N[(x1 * x1), $MachinePrecision] * N[(N[(4.0 * t$95$3), $MachinePrecision] - 6.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * t$95$1), $MachinePrecision] + t$95$4), $MachinePrecision] + t$95$0), $MachinePrecision] + x1), $MachinePrecision] + t$95$6), $MachinePrecision]), $MachinePrecision], Infinity], N[(x1 + N[(N[(N[(N[(N[(N[(t$95$5 + N[(N[(x1 * x1), $MachinePrecision] * 6.0), $MachinePrecision]), $MachinePrecision] * t$95$1), $MachinePrecision] + t$95$4), $MachinePrecision] + t$95$0), $MachinePrecision] + x1), $MachinePrecision] + t$95$6), $MachinePrecision]), $MachinePrecision], 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]]]]]]]]]
\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 := t\_2 \cdot t\_3\\
t_5 := \left(\left(2 \cdot x1\right) \cdot t\_3\right) \cdot \left(t\_3 - 3\right)\\
t_6 := 3 \cdot \frac{\left(t\_2 - 2 \cdot x2\right) - x1}{t\_1}\\
\mathbf{if}\;x1 + \left(\left(\left(\left(\left(t\_5 + \left(x1 \cdot x1\right) \cdot \left(4 \cdot t\_3 - 6\right)\right) \cdot t\_1 + t\_4\right) + t\_0\right) + x1\right) + t\_6\right) \leq \infty:\\
\;\;\;\;x1 + \left(\left(\left(\left(\left(t\_5 + \left(x1 \cdot x1\right) \cdot 6\right) \cdot t\_1 + t\_4\right) + t\_0\right) + x1\right) + t\_6\right)\\
\mathbf{else}:\\
\;\;\;\;\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)\\
\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 99.4%
Taylor expanded in x1 around inf
Applied rewrites96.3%
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 0.0%
Taylor expanded in x1 around -inf
lower-*.f64N/A
lower-pow.f64N/A
lower-+.f64N/A
Applied rewrites99.6%
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-*.f6499.7
Applied rewrites99.7%
(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)))
(if (<=
(+
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))))
INFINITY)
(fma -1.0 x1 (* x2 (- (fma -12.0 x1 (* 8.0 (* x1 x2))) 6.0)))
(* 8.0 (* (* x1 x1) x2)))))
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 tmp;
if ((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) INFINITY)) {
tmp = fma(-1.0, x1, (x2 * (fma(-12.0, x1, (8.0 * (x1 * x2))) - 6.0)));
} else {
tmp = 8.0 * ((x1 * x1) * x2);
}
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) tmp = 0.0 if (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)))) <= Inf) tmp = fma(-1.0, x1, Float64(x2 * Float64(fma(-12.0, x1, Float64(8.0 * Float64(x1 * x2))) - 6.0))); else tmp = Float64(8.0 * Float64(Float64(x1 * x1) * x2)); 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]}, If[LessEqual[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], Infinity], N[(-1.0 * x1 + N[(x2 * N[(N[(-12.0 * x1 + N[(8.0 * N[(x1 * x2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - 6.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(8.0 * N[(N[(x1 * x1), $MachinePrecision] * x2), $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}\\
\mathbf{if}\;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) \leq \infty:\\
\;\;\;\;\mathsf{fma}\left(-1, x1, x2 \cdot \left(\mathsf{fma}\left(-12, x1, 8 \cdot \left(x1 \cdot x2\right)\right) - 6\right)\right)\\
\mathbf{else}:\\
\;\;\;\;8 \cdot \left(\left(x1 \cdot x1\right) \cdot x2\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 99.4%
Taylor expanded in x1 around 0
lower-fma.f64N/A
lower-*.f64N/A
lower--.f64N/A
Applied rewrites69.1%
Taylor expanded in x2 around 0
lower-fma.f64N/A
lower-*.f64N/A
lower--.f64N/A
lower-fma.f64N/A
lower-*.f64N/A
lower-*.f6477.5
Applied rewrites77.5%
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 0.0%
Taylor expanded in x1 around -inf
lower-*.f64N/A
lower-pow.f64N/A
lower-+.f64N/A
Applied rewrites99.6%
Taylor expanded in x2 around inf
lower-*.f64N/A
lower-*.f64N/A
pow2N/A
lift-*.f6447.3
Applied rewrites47.3%
(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)))
(if (<=
(+
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))))
5e+304)
(fma -6.0 x2 (* x1 -1.0))
(* 8.0 (* (* x1 x1) x2)))))
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 tmp;
if ((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)))) <= 5e+304) {
tmp = fma(-6.0, x2, (x1 * -1.0));
} else {
tmp = 8.0 * ((x1 * x1) * x2);
}
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) tmp = 0.0 if (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)))) <= 5e+304) tmp = fma(-6.0, x2, Float64(x1 * -1.0)); else tmp = Float64(8.0 * Float64(Float64(x1 * x1) * x2)); 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]}, If[LessEqual[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], 5e+304], N[(-6.0 * x2 + N[(x1 * -1.0), $MachinePrecision]), $MachinePrecision], N[(8.0 * N[(N[(x1 * x1), $MachinePrecision] * x2), $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}\\
\mathbf{if}\;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) \leq 5 \cdot 10^{+304}:\\
\;\;\;\;\mathsf{fma}\left(-6, x2, x1 \cdot -1\right)\\
\mathbf{else}:\\
\;\;\;\;8 \cdot \left(\left(x1 \cdot x1\right) \cdot x2\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)))))) < 4.9999999999999997e304Initial program 99.3%
Taylor expanded in x1 around 0
lower-fma.f64N/A
lower-*.f64N/A
lower--.f64N/A
Applied rewrites72.8%
Taylor expanded in x2 around 0
Applied rewrites63.4%
if 4.9999999999999997e304 < (+.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 30.3%
Taylor expanded in x1 around -inf
lower-*.f64N/A
lower-pow.f64N/A
lower-+.f64N/A
Applied rewrites90.2%
Taylor expanded in x2 around inf
lower-*.f64N/A
lower-*.f64N/A
pow2N/A
lift-*.f6437.8
Applied rewrites37.8%
(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)))
(if (<=
(+
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))))
5e+286)
(fma -6.0 x2 (* x1 -1.0))
(* x1 (- (* -12.0 x2) 1.0)))))
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 tmp;
if ((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)))) <= 5e+286) {
tmp = fma(-6.0, x2, (x1 * -1.0));
} else {
tmp = x1 * ((-12.0 * x2) - 1.0);
}
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) tmp = 0.0 if (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)))) <= 5e+286) tmp = fma(-6.0, x2, Float64(x1 * -1.0)); else tmp = Float64(x1 * Float64(Float64(-12.0 * x2) - 1.0)); 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]}, If[LessEqual[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], 5e+286], N[(-6.0 * x2 + N[(x1 * -1.0), $MachinePrecision]), $MachinePrecision], N[(x1 * N[(N[(-12.0 * x2), $MachinePrecision] - 1.0), $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}\\
\mathbf{if}\;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) \leq 5 \cdot 10^{+286}:\\
\;\;\;\;\mathsf{fma}\left(-6, x2, x1 \cdot -1\right)\\
\mathbf{else}:\\
\;\;\;\;x1 \cdot \left(-12 \cdot x2 - 1\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)))))) < 5.0000000000000004e286Initial program 99.3%
Taylor expanded in x1 around 0
lower-fma.f64N/A
lower-*.f64N/A
lower--.f64N/A
Applied rewrites73.8%
Taylor expanded in x2 around 0
Applied rewrites64.4%
if 5.0000000000000004e286 < (+.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 31.7%
Taylor expanded in x1 around 0
lower-fma.f64N/A
lower-*.f64N/A
lower--.f64N/A
Applied rewrites30.5%
Taylor expanded in x1 around inf
lift-*.f64N/A
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift--.f64N/A
lift-*.f6430.5
Applied rewrites30.5%
Taylor expanded in x2 around 0
lower-*.f6415.9
Applied rewrites15.9%
(FPCore (x1 x2)
:precision binary64
(let* ((t_0
(*
(pow x1 4.0)
(+
6.0
(*
-1.0
(/
(+ 3.0 (* -1.0 (/ (+ 9.0 (* 4.0 (- (* 2.0 x2) 3.0))) x1)))
x1))))))
(if (<= x1 -2.3e+39)
t_0
(if (<= x1 2700.0)
(fma -6.0 x2 (fma -1.0 x1 (* x2 (fma -12.0 x1 (* 8.0 (* x1 x2))))))
t_0))))
double code(double x1, double x2) {
double t_0 = pow(x1, 4.0) * (6.0 + (-1.0 * ((3.0 + (-1.0 * ((9.0 + (4.0 * ((2.0 * x2) - 3.0))) / x1))) / x1)));
double tmp;
if (x1 <= -2.3e+39) {
tmp = t_0;
} else if (x1 <= 2700.0) {
tmp = fma(-6.0, x2, fma(-1.0, x1, (x2 * fma(-12.0, x1, (8.0 * (x1 * x2))))));
} else {
tmp = t_0;
}
return tmp;
}
function code(x1, x2) t_0 = Float64((x1 ^ 4.0) * Float64(6.0 + Float64(-1.0 * Float64(Float64(3.0 + Float64(-1.0 * Float64(Float64(9.0 + Float64(4.0 * Float64(Float64(2.0 * x2) - 3.0))) / x1))) / x1)))) tmp = 0.0 if (x1 <= -2.3e+39) tmp = t_0; elseif (x1 <= 2700.0) tmp = fma(-6.0, x2, fma(-1.0, x1, Float64(x2 * fma(-12.0, x1, Float64(8.0 * Float64(x1 * x2)))))); else tmp = t_0; end return tmp end
code[x1_, x2_] := Block[{t$95$0 = N[(N[Power[x1, 4.0], $MachinePrecision] * N[(6.0 + N[(-1.0 * N[(N[(3.0 + N[(-1.0 * N[(N[(9.0 + N[(4.0 * N[(N[(2.0 * x2), $MachinePrecision] - 3.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / x1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / x1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[x1, -2.3e+39], t$95$0, If[LessEqual[x1, 2700.0], N[(-6.0 * x2 + N[(-1.0 * x1 + N[(x2 * N[(-12.0 * x1 + N[(8.0 * N[(x1 * x2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], t$95$0]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := {x1}^{4} \cdot \left(6 + -1 \cdot \frac{3 + -1 \cdot \frac{9 + 4 \cdot \left(2 \cdot x2 - 3\right)}{x1}}{x1}\right)\\
\mathbf{if}\;x1 \leq -2.3 \cdot 10^{+39}:\\
\;\;\;\;t\_0\\
\mathbf{elif}\;x1 \leq 2700:\\
\;\;\;\;\mathsf{fma}\left(-6, x2, \mathsf{fma}\left(-1, x1, x2 \cdot \mathsf{fma}\left(-12, x1, 8 \cdot \left(x1 \cdot x2\right)\right)\right)\right)\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if x1 < -2.30000000000000012e39 or 2700 < x1 Initial program 37.2%
Taylor expanded in x1 around -inf
lower-*.f64N/A
lower-pow.f64N/A
lower-+.f64N/A
Applied rewrites95.5%
if -2.30000000000000012e39 < x1 < 2700Initial program 99.2%
Taylor expanded in x1 around 0
lower-fma.f64N/A
lower-*.f64N/A
lower--.f64N/A
Applied rewrites82.9%
Taylor expanded in x2 around 0
lower-fma.f64N/A
lower-*.f64N/A
lower-fma.f64N/A
lower-*.f64N/A
lower-*.f6494.2
Applied rewrites94.2%
(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 -2.3e+39)
t_0
(if (<= x1 2700.0)
(fma -6.0 x2 (fma -1.0 x1 (* x2 (fma -12.0 x1 (* 8.0 (* x1 x2))))))
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 <= -2.3e+39) {
tmp = t_0;
} else if (x1 <= 2700.0) {
tmp = fma(-6.0, x2, fma(-1.0, x1, (x2 * fma(-12.0, x1, (8.0 * (x1 * x2))))));
} 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 <= -2.3e+39) tmp = t_0; elseif (x1 <= 2700.0) tmp = fma(-6.0, x2, fma(-1.0, x1, Float64(x2 * fma(-12.0, x1, Float64(8.0 * Float64(x1 * x2)))))); 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, -2.3e+39], t$95$0, If[LessEqual[x1, 2700.0], N[(-6.0 * x2 + N[(-1.0 * x1 + N[(x2 * N[(-12.0 * x1 + N[(8.0 * N[(x1 * x2), $MachinePrecision]), $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 -2.3 \cdot 10^{+39}:\\
\;\;\;\;t\_0\\
\mathbf{elif}\;x1 \leq 2700:\\
\;\;\;\;\mathsf{fma}\left(-6, x2, \mathsf{fma}\left(-1, x1, x2 \cdot \mathsf{fma}\left(-12, x1, 8 \cdot \left(x1 \cdot x2\right)\right)\right)\right)\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if x1 < -2.30000000000000012e39 or 2700 < x1 Initial program 37.2%
Taylor expanded in x1 around -inf
lower-*.f64N/A
lower-pow.f64N/A
lower-+.f64N/A
Applied rewrites95.5%
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-*.f6495.5
Applied rewrites95.5%
if -2.30000000000000012e39 < x1 < 2700Initial program 99.2%
Taylor expanded in x1 around 0
lower-fma.f64N/A
lower-*.f64N/A
lower--.f64N/A
Applied rewrites82.9%
Taylor expanded in x2 around 0
lower-fma.f64N/A
lower-*.f64N/A
lower-fma.f64N/A
lower-*.f64N/A
lower-*.f6494.2
Applied rewrites94.2%
(FPCore (x1 x2)
:precision binary64
(if (<= x1 -5.5e+74)
(* (* x1 x1) (+ 9.0 (fma -3.0 x1 (* 4.0 (- (* 2.0 x2) 3.0)))))
(if (<= x1 4.8e+88)
(fma -6.0 x2 (fma -1.0 x1 (* x2 (fma -12.0 x1 (* 8.0 (* x1 x2))))))
(if (<= x1 2.55e+213)
(* (* x2 x2) (* 8.0 (/ (* x1 x1) x2)))
(* (* x2 x2) (fma -12.0 (/ x1 x2) (* 8.0 x1)))))))
double code(double x1, double x2) {
double tmp;
if (x1 <= -5.5e+74) {
tmp = (x1 * x1) * (9.0 + fma(-3.0, x1, (4.0 * ((2.0 * x2) - 3.0))));
} else if (x1 <= 4.8e+88) {
tmp = fma(-6.0, x2, fma(-1.0, x1, (x2 * fma(-12.0, x1, (8.0 * (x1 * x2))))));
} else if (x1 <= 2.55e+213) {
tmp = (x2 * x2) * (8.0 * ((x1 * x1) / x2));
} else {
tmp = (x2 * x2) * fma(-12.0, (x1 / x2), (8.0 * x1));
}
return tmp;
}
function code(x1, x2) tmp = 0.0 if (x1 <= -5.5e+74) tmp = Float64(Float64(x1 * x1) * Float64(9.0 + fma(-3.0, x1, Float64(4.0 * Float64(Float64(2.0 * x2) - 3.0))))); elseif (x1 <= 4.8e+88) tmp = fma(-6.0, x2, fma(-1.0, x1, Float64(x2 * fma(-12.0, x1, Float64(8.0 * Float64(x1 * x2)))))); elseif (x1 <= 2.55e+213) tmp = Float64(Float64(x2 * x2) * Float64(8.0 * Float64(Float64(x1 * x1) / x2))); else tmp = Float64(Float64(x2 * x2) * fma(-12.0, Float64(x1 / x2), Float64(8.0 * x1))); end return tmp end
code[x1_, x2_] := If[LessEqual[x1, -5.5e+74], N[(N[(x1 * x1), $MachinePrecision] * N[(9.0 + N[(-3.0 * x1 + N[(4.0 * N[(N[(2.0 * x2), $MachinePrecision] - 3.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[x1, 4.8e+88], N[(-6.0 * x2 + N[(-1.0 * x1 + N[(x2 * N[(-12.0 * x1 + N[(8.0 * N[(x1 * x2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[x1, 2.55e+213], N[(N[(x2 * x2), $MachinePrecision] * N[(8.0 * N[(N[(x1 * x1), $MachinePrecision] / x2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(x2 * x2), $MachinePrecision] * N[(-12.0 * N[(x1 / x2), $MachinePrecision] + N[(8.0 * x1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x1 \leq -5.5 \cdot 10^{+74}:\\
\;\;\;\;\left(x1 \cdot x1\right) \cdot \left(9 + \mathsf{fma}\left(-3, x1, 4 \cdot \left(2 \cdot x2 - 3\right)\right)\right)\\
\mathbf{elif}\;x1 \leq 4.8 \cdot 10^{+88}:\\
\;\;\;\;\mathsf{fma}\left(-6, x2, \mathsf{fma}\left(-1, x1, x2 \cdot \mathsf{fma}\left(-12, x1, 8 \cdot \left(x1 \cdot x2\right)\right)\right)\right)\\
\mathbf{elif}\;x1 \leq 2.55 \cdot 10^{+213}:\\
\;\;\;\;\left(x2 \cdot x2\right) \cdot \left(8 \cdot \frac{x1 \cdot x1}{x2}\right)\\
\mathbf{else}:\\
\;\;\;\;\left(x2 \cdot x2\right) \cdot \mathsf{fma}\left(-12, \frac{x1}{x2}, 8 \cdot x1\right)\\
\end{array}
\end{array}
if x1 < -5.5000000000000003e74Initial program 13.1%
Taylor expanded in x1 around -inf
lower-*.f64N/A
lower-pow.f64N/A
lower-+.f64N/A
Applied rewrites99.4%
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
lift-*.f6484.4
Applied rewrites84.4%
if -5.5000000000000003e74 < x1 < 4.7999999999999998e88Initial program 99.1%
Taylor expanded in x1 around 0
lower-fma.f64N/A
lower-*.f64N/A
lower--.f64N/A
Applied rewrites74.1%
Taylor expanded in x2 around 0
lower-fma.f64N/A
lower-*.f64N/A
lower-fma.f64N/A
lower-*.f64N/A
lower-*.f6483.6
Applied rewrites83.6%
if 4.7999999999999998e88 < x1 < 2.5500000000000001e213Initial program 49.3%
Taylor expanded in x2 around inf
Applied rewrites15.1%
Taylor expanded in x1 around inf
lower-*.f64N/A
lower-/.f64N/A
pow2N/A
lift-*.f6436.0
Applied rewrites36.0%
if 2.5500000000000001e213 < x1 Initial program 0.0%
Taylor expanded in x1 around 0
lower-fma.f64N/A
lower-*.f64N/A
lower--.f64N/A
Applied rewrites44.9%
Taylor expanded in x1 around inf
lift-*.f64N/A
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift--.f64N/A
lift-*.f6444.9
Applied rewrites44.9%
Taylor expanded in x2 around inf
lower-*.f64N/A
pow2N/A
lift-*.f64N/A
lower-fma.f64N/A
lower-/.f64N/A
lower-*.f6454.3
Applied rewrites54.3%
(FPCore (x1 x2)
:precision binary64
(if (<= x1 -5.5e+74)
(* (* x1 x1) (+ 9.0 (fma -3.0 x1 (* 4.0 (- (* 2.0 x2) 3.0)))))
(if (<= x1 4.8e+88)
(fma -1.0 x1 (* x2 (- (fma -12.0 x1 (* 8.0 (* x1 x2))) 6.0)))
(if (<= x1 2.55e+213)
(* (* x2 x2) (* 8.0 (/ (* x1 x1) x2)))
(* (* x2 x2) (fma -12.0 (/ x1 x2) (* 8.0 x1)))))))
double code(double x1, double x2) {
double tmp;
if (x1 <= -5.5e+74) {
tmp = (x1 * x1) * (9.0 + fma(-3.0, x1, (4.0 * ((2.0 * x2) - 3.0))));
} else if (x1 <= 4.8e+88) {
tmp = fma(-1.0, x1, (x2 * (fma(-12.0, x1, (8.0 * (x1 * x2))) - 6.0)));
} else if (x1 <= 2.55e+213) {
tmp = (x2 * x2) * (8.0 * ((x1 * x1) / x2));
} else {
tmp = (x2 * x2) * fma(-12.0, (x1 / x2), (8.0 * x1));
}
return tmp;
}
function code(x1, x2) tmp = 0.0 if (x1 <= -5.5e+74) tmp = Float64(Float64(x1 * x1) * Float64(9.0 + fma(-3.0, x1, Float64(4.0 * Float64(Float64(2.0 * x2) - 3.0))))); elseif (x1 <= 4.8e+88) tmp = fma(-1.0, x1, Float64(x2 * Float64(fma(-12.0, x1, Float64(8.0 * Float64(x1 * x2))) - 6.0))); elseif (x1 <= 2.55e+213) tmp = Float64(Float64(x2 * x2) * Float64(8.0 * Float64(Float64(x1 * x1) / x2))); else tmp = Float64(Float64(x2 * x2) * fma(-12.0, Float64(x1 / x2), Float64(8.0 * x1))); end return tmp end
code[x1_, x2_] := If[LessEqual[x1, -5.5e+74], N[(N[(x1 * x1), $MachinePrecision] * N[(9.0 + N[(-3.0 * x1 + N[(4.0 * N[(N[(2.0 * x2), $MachinePrecision] - 3.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[x1, 4.8e+88], N[(-1.0 * x1 + N[(x2 * N[(N[(-12.0 * x1 + N[(8.0 * N[(x1 * x2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - 6.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[x1, 2.55e+213], N[(N[(x2 * x2), $MachinePrecision] * N[(8.0 * N[(N[(x1 * x1), $MachinePrecision] / x2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(x2 * x2), $MachinePrecision] * N[(-12.0 * N[(x1 / x2), $MachinePrecision] + N[(8.0 * x1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x1 \leq -5.5 \cdot 10^{+74}:\\
\;\;\;\;\left(x1 \cdot x1\right) \cdot \left(9 + \mathsf{fma}\left(-3, x1, 4 \cdot \left(2 \cdot x2 - 3\right)\right)\right)\\
\mathbf{elif}\;x1 \leq 4.8 \cdot 10^{+88}:\\
\;\;\;\;\mathsf{fma}\left(-1, x1, x2 \cdot \left(\mathsf{fma}\left(-12, x1, 8 \cdot \left(x1 \cdot x2\right)\right) - 6\right)\right)\\
\mathbf{elif}\;x1 \leq 2.55 \cdot 10^{+213}:\\
\;\;\;\;\left(x2 \cdot x2\right) \cdot \left(8 \cdot \frac{x1 \cdot x1}{x2}\right)\\
\mathbf{else}:\\
\;\;\;\;\left(x2 \cdot x2\right) \cdot \mathsf{fma}\left(-12, \frac{x1}{x2}, 8 \cdot x1\right)\\
\end{array}
\end{array}
if x1 < -5.5000000000000003e74Initial program 13.1%
Taylor expanded in x1 around -inf
lower-*.f64N/A
lower-pow.f64N/A
lower-+.f64N/A
Applied rewrites99.4%
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
lift-*.f6484.4
Applied rewrites84.4%
if -5.5000000000000003e74 < x1 < 4.7999999999999998e88Initial program 99.1%
Taylor expanded in x1 around 0
lower-fma.f64N/A
lower-*.f64N/A
lower--.f64N/A
Applied rewrites74.1%
Taylor expanded in x2 around 0
lower-fma.f64N/A
lower-*.f64N/A
lower--.f64N/A
lower-fma.f64N/A
lower-*.f64N/A
lower-*.f6483.5
Applied rewrites83.5%
if 4.7999999999999998e88 < x1 < 2.5500000000000001e213Initial program 49.3%
Taylor expanded in x2 around inf
Applied rewrites15.1%
Taylor expanded in x1 around inf
lower-*.f64N/A
lower-/.f64N/A
pow2N/A
lift-*.f6436.0
Applied rewrites36.0%
if 2.5500000000000001e213 < x1 Initial program 0.0%
Taylor expanded in x1 around 0
lower-fma.f64N/A
lower-*.f64N/A
lower--.f64N/A
Applied rewrites44.9%
Taylor expanded in x1 around inf
lift-*.f64N/A
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift--.f64N/A
lift-*.f6444.9
Applied rewrites44.9%
Taylor expanded in x2 around inf
lower-*.f64N/A
pow2N/A
lift-*.f64N/A
lower-fma.f64N/A
lower-/.f64N/A
lower-*.f6454.3
Applied rewrites54.3%
(FPCore (x1 x2)
:precision binary64
(let* ((t_0 (* (* (* x1 x1) (* x1 x1)) (+ 6.0 (/ -3.0 x1)))))
(if (<= x1 -2.3e+39)
t_0
(if (<= x1 2700.0)
(fma -6.0 x2 (fma -1.0 x1 (* x2 (fma -12.0 x1 (* 8.0 (* x1 x2))))))
t_0))))
double code(double x1, double x2) {
double t_0 = ((x1 * x1) * (x1 * x1)) * (6.0 + (-3.0 / x1));
double tmp;
if (x1 <= -2.3e+39) {
tmp = t_0;
} else if (x1 <= 2700.0) {
tmp = fma(-6.0, x2, fma(-1.0, x1, (x2 * fma(-12.0, x1, (8.0 * (x1 * x2))))));
} else {
tmp = t_0;
}
return tmp;
}
function code(x1, x2) t_0 = Float64(Float64(Float64(x1 * x1) * Float64(x1 * x1)) * Float64(6.0 + Float64(-3.0 / x1))) tmp = 0.0 if (x1 <= -2.3e+39) tmp = t_0; elseif (x1 <= 2700.0) tmp = fma(-6.0, x2, fma(-1.0, x1, Float64(x2 * fma(-12.0, x1, Float64(8.0 * Float64(x1 * x2)))))); else tmp = t_0; end return tmp end
code[x1_, x2_] := Block[{t$95$0 = N[(N[(N[(x1 * x1), $MachinePrecision] * N[(x1 * x1), $MachinePrecision]), $MachinePrecision] * N[(6.0 + N[(-3.0 / x1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[x1, -2.3e+39], t$95$0, If[LessEqual[x1, 2700.0], N[(-6.0 * x2 + N[(-1.0 * x1 + N[(x2 * N[(-12.0 * x1 + N[(8.0 * N[(x1 * x2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], t$95$0]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(\left(x1 \cdot x1\right) \cdot \left(x1 \cdot x1\right)\right) \cdot \left(6 + \frac{-3}{x1}\right)\\
\mathbf{if}\;x1 \leq -2.3 \cdot 10^{+39}:\\
\;\;\;\;t\_0\\
\mathbf{elif}\;x1 \leq 2700:\\
\;\;\;\;\mathsf{fma}\left(-6, x2, \mathsf{fma}\left(-1, x1, x2 \cdot \mathsf{fma}\left(-12, x1, 8 \cdot \left(x1 \cdot x2\right)\right)\right)\right)\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if x1 < -2.30000000000000012e39 or 2700 < x1 Initial program 37.2%
Taylor expanded in x1 around -inf
lower-*.f64N/A
lower-pow.f64N/A
lower-+.f64N/A
Applied rewrites95.5%
Taylor expanded in x1 around inf
lower-/.f6491.2
Applied rewrites91.2%
lift-pow.f64N/A
sqr-powN/A
metadata-evalN/A
metadata-evalN/A
lower-*.f64N/A
pow2N/A
lift-*.f64N/A
pow2N/A
lift-*.f6491.1
Applied rewrites91.1%
if -2.30000000000000012e39 < x1 < 2700Initial program 99.2%
Taylor expanded in x1 around 0
lower-fma.f64N/A
lower-*.f64N/A
lower--.f64N/A
Applied rewrites82.9%
Taylor expanded in x2 around 0
lower-fma.f64N/A
lower-*.f64N/A
lower-fma.f64N/A
lower-*.f64N/A
lower-*.f6494.2
Applied rewrites94.2%
(FPCore (x1 x2)
:precision binary64
(if (<= x1 -5.5e+74)
(* (* x1 x1) (+ 9.0 (fma -3.0 x1 (* 4.0 (- (* 2.0 x2) 3.0)))))
(if (<= x1 1.3e+82)
(fma -1.0 x1 (* x2 (- (fma -12.0 x1 (* 8.0 (* x1 x2))) 6.0)))
(* 8.0 (* (* x1 x1) x2)))))
double code(double x1, double x2) {
double tmp;
if (x1 <= -5.5e+74) {
tmp = (x1 * x1) * (9.0 + fma(-3.0, x1, (4.0 * ((2.0 * x2) - 3.0))));
} else if (x1 <= 1.3e+82) {
tmp = fma(-1.0, x1, (x2 * (fma(-12.0, x1, (8.0 * (x1 * x2))) - 6.0)));
} else {
tmp = 8.0 * ((x1 * x1) * x2);
}
return tmp;
}
function code(x1, x2) tmp = 0.0 if (x1 <= -5.5e+74) tmp = Float64(Float64(x1 * x1) * Float64(9.0 + fma(-3.0, x1, Float64(4.0 * Float64(Float64(2.0 * x2) - 3.0))))); elseif (x1 <= 1.3e+82) tmp = fma(-1.0, x1, Float64(x2 * Float64(fma(-12.0, x1, Float64(8.0 * Float64(x1 * x2))) - 6.0))); else tmp = Float64(8.0 * Float64(Float64(x1 * x1) * x2)); end return tmp end
code[x1_, x2_] := If[LessEqual[x1, -5.5e+74], N[(N[(x1 * x1), $MachinePrecision] * N[(9.0 + N[(-3.0 * x1 + N[(4.0 * N[(N[(2.0 * x2), $MachinePrecision] - 3.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[x1, 1.3e+82], N[(-1.0 * x1 + N[(x2 * N[(N[(-12.0 * x1 + N[(8.0 * N[(x1 * x2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - 6.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(8.0 * N[(N[(x1 * x1), $MachinePrecision] * x2), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x1 \leq -5.5 \cdot 10^{+74}:\\
\;\;\;\;\left(x1 \cdot x1\right) \cdot \left(9 + \mathsf{fma}\left(-3, x1, 4 \cdot \left(2 \cdot x2 - 3\right)\right)\right)\\
\mathbf{elif}\;x1 \leq 1.3 \cdot 10^{+82}:\\
\;\;\;\;\mathsf{fma}\left(-1, x1, x2 \cdot \left(\mathsf{fma}\left(-12, x1, 8 \cdot \left(x1 \cdot x2\right)\right) - 6\right)\right)\\
\mathbf{else}:\\
\;\;\;\;8 \cdot \left(\left(x1 \cdot x1\right) \cdot x2\right)\\
\end{array}
\end{array}
if x1 < -5.5000000000000003e74Initial program 13.1%
Taylor expanded in x1 around -inf
lower-*.f64N/A
lower-pow.f64N/A
lower-+.f64N/A
Applied rewrites99.4%
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
lift-*.f6484.4
Applied rewrites84.4%
if -5.5000000000000003e74 < x1 < 1.2999999999999999e82Initial program 99.1%
Taylor expanded in x1 around 0
lower-fma.f64N/A
lower-*.f64N/A
lower--.f64N/A
Applied rewrites74.4%
Taylor expanded in x2 around 0
lower-fma.f64N/A
lower-*.f64N/A
lower--.f64N/A
lower-fma.f64N/A
lower-*.f64N/A
lower-*.f6483.9
Applied rewrites83.9%
if 1.2999999999999999e82 < x1 Initial program 30.4%
Taylor expanded in x1 around -inf
lower-*.f64N/A
lower-pow.f64N/A
lower-+.f64N/A
Applied rewrites99.6%
Taylor expanded in x2 around inf
lower-*.f64N/A
lower-*.f64N/A
pow2N/A
lift-*.f6442.5
Applied rewrites42.5%
(FPCore (x1 x2) :precision binary64 (if (<= x2 -1.45e-178) (* -6.0 x2) (if (<= x2 1.1e-105) (* -1.0 x1) (+ x1 (* -6.0 x2)))))
double code(double x1, double x2) {
double tmp;
if (x2 <= -1.45e-178) {
tmp = -6.0 * x2;
} else if (x2 <= 1.1e-105) {
tmp = -1.0 * x1;
} else {
tmp = x1 + (-6.0 * x2);
}
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 (x2 <= (-1.45d-178)) then
tmp = (-6.0d0) * x2
else if (x2 <= 1.1d-105) then
tmp = (-1.0d0) * x1
else
tmp = x1 + ((-6.0d0) * x2)
end if
code = tmp
end function
public static double code(double x1, double x2) {
double tmp;
if (x2 <= -1.45e-178) {
tmp = -6.0 * x2;
} else if (x2 <= 1.1e-105) {
tmp = -1.0 * x1;
} else {
tmp = x1 + (-6.0 * x2);
}
return tmp;
}
def code(x1, x2): tmp = 0 if x2 <= -1.45e-178: tmp = -6.0 * x2 elif x2 <= 1.1e-105: tmp = -1.0 * x1 else: tmp = x1 + (-6.0 * x2) return tmp
function code(x1, x2) tmp = 0.0 if (x2 <= -1.45e-178) tmp = Float64(-6.0 * x2); elseif (x2 <= 1.1e-105) tmp = Float64(-1.0 * x1); else tmp = Float64(x1 + Float64(-6.0 * x2)); end return tmp end
function tmp_2 = code(x1, x2) tmp = 0.0; if (x2 <= -1.45e-178) tmp = -6.0 * x2; elseif (x2 <= 1.1e-105) tmp = -1.0 * x1; else tmp = x1 + (-6.0 * x2); end tmp_2 = tmp; end
code[x1_, x2_] := If[LessEqual[x2, -1.45e-178], N[(-6.0 * x2), $MachinePrecision], If[LessEqual[x2, 1.1e-105], N[(-1.0 * x1), $MachinePrecision], N[(x1 + N[(-6.0 * x2), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x2 \leq -1.45 \cdot 10^{-178}:\\
\;\;\;\;-6 \cdot x2\\
\mathbf{elif}\;x2 \leq 1.1 \cdot 10^{-105}:\\
\;\;\;\;-1 \cdot x1\\
\mathbf{else}:\\
\;\;\;\;x1 + -6 \cdot x2\\
\end{array}
\end{array}
if x2 < -1.4499999999999999e-178Initial program 70.3%
Taylor expanded in x1 around 0
lower-*.f6429.7
Applied rewrites29.7%
if -1.4499999999999999e-178 < x2 < 1.10000000000000002e-105Initial program 70.7%
Taylor expanded in x1 around 0
lower-fma.f64N/A
lower-*.f64N/A
lower--.f64N/A
Applied rewrites50.9%
Taylor expanded in x2 around 0
lower-*.f6436.2
Applied rewrites36.2%
if 1.10000000000000002e-105 < x2 Initial program 69.2%
Taylor expanded in x1 around 0
lower-*.f6429.5
Applied rewrites29.5%
(FPCore (x1 x2) :precision binary64 (if (<= x2 -1.45e-178) (* -6.0 x2) (if (<= x2 1.1e-105) (* -1.0 x1) (* -6.0 x2))))
double code(double x1, double x2) {
double tmp;
if (x2 <= -1.45e-178) {
tmp = -6.0 * x2;
} else if (x2 <= 1.1e-105) {
tmp = -1.0 * x1;
} else {
tmp = -6.0 * x2;
}
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 (x2 <= (-1.45d-178)) then
tmp = (-6.0d0) * x2
else if (x2 <= 1.1d-105) then
tmp = (-1.0d0) * x1
else
tmp = (-6.0d0) * x2
end if
code = tmp
end function
public static double code(double x1, double x2) {
double tmp;
if (x2 <= -1.45e-178) {
tmp = -6.0 * x2;
} else if (x2 <= 1.1e-105) {
tmp = -1.0 * x1;
} else {
tmp = -6.0 * x2;
}
return tmp;
}
def code(x1, x2): tmp = 0 if x2 <= -1.45e-178: tmp = -6.0 * x2 elif x2 <= 1.1e-105: tmp = -1.0 * x1 else: tmp = -6.0 * x2 return tmp
function code(x1, x2) tmp = 0.0 if (x2 <= -1.45e-178) tmp = Float64(-6.0 * x2); elseif (x2 <= 1.1e-105) tmp = Float64(-1.0 * x1); else tmp = Float64(-6.0 * x2); end return tmp end
function tmp_2 = code(x1, x2) tmp = 0.0; if (x2 <= -1.45e-178) tmp = -6.0 * x2; elseif (x2 <= 1.1e-105) tmp = -1.0 * x1; else tmp = -6.0 * x2; end tmp_2 = tmp; end
code[x1_, x2_] := If[LessEqual[x2, -1.45e-178], N[(-6.0 * x2), $MachinePrecision], If[LessEqual[x2, 1.1e-105], N[(-1.0 * x1), $MachinePrecision], N[(-6.0 * x2), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x2 \leq -1.45 \cdot 10^{-178}:\\
\;\;\;\;-6 \cdot x2\\
\mathbf{elif}\;x2 \leq 1.1 \cdot 10^{-105}:\\
\;\;\;\;-1 \cdot x1\\
\mathbf{else}:\\
\;\;\;\;-6 \cdot x2\\
\end{array}
\end{array}
if x2 < -1.4499999999999999e-178 or 1.10000000000000002e-105 < x2 Initial program 69.8%
Taylor expanded in x1 around 0
lower-*.f6429.3
Applied rewrites29.3%
if -1.4499999999999999e-178 < x2 < 1.10000000000000002e-105Initial program 70.7%
Taylor expanded in x1 around 0
lower-fma.f64N/A
lower-*.f64N/A
lower--.f64N/A
Applied rewrites50.9%
Taylor expanded in x2 around 0
lower-*.f6436.2
Applied rewrites36.2%
(FPCore (x1 x2) :precision binary64 (fma -6.0 x2 (* x1 -1.0)))
double code(double x1, double x2) {
return fma(-6.0, x2, (x1 * -1.0));
}
function code(x1, x2) return fma(-6.0, x2, Float64(x1 * -1.0)) end
code[x1_, x2_] := N[(-6.0 * x2 + N[(x1 * -1.0), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\mathsf{fma}\left(-6, x2, x1 \cdot -1\right)
\end{array}
Initial program 70.0%
Taylor expanded in x1 around 0
lower-fma.f64N/A
lower-*.f64N/A
lower--.f64N/A
Applied rewrites55.1%
Taylor expanded in x2 around 0
Applied rewrites38.0%
(FPCore (x1 x2) :precision binary64 (* -1.0 x1))
double code(double x1, double x2) {
return -1.0 * x1;
}
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 = (-1.0d0) * x1
end function
public static double code(double x1, double x2) {
return -1.0 * x1;
}
def code(x1, x2): return -1.0 * x1
function code(x1, x2) return Float64(-1.0 * x1) end
function tmp = code(x1, x2) tmp = -1.0 * x1; end
code[x1_, x2_] := N[(-1.0 * x1), $MachinePrecision]
\begin{array}{l}
\\
-1 \cdot x1
\end{array}
Initial program 70.0%
Taylor expanded in x1 around 0
lower-fma.f64N/A
lower-*.f64N/A
lower--.f64N/A
Applied rewrites55.1%
Taylor expanded in x2 around 0
lower-*.f6413.9
Applied rewrites13.9%
herbie shell --seed 2025089
(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))))))