
(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}
Sampling outcomes in binary64 precision:
Herbie found 21 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 (* (* 3.0 x1) x1))
(t_1 (+ (* x1 x1) 1.0))
(t_2 (/ (- (+ t_0 (* 2.0 x2)) x1) t_1))
(t_3 (fma (* 3.0 x1) x1 (- (* x2 2.0) x1)))
(t_4 (/ t_3 (fma x1 x1 1.0))))
(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
(fma
(- (* (/ 4.0 (fma x1 x1 1.0)) t_3) 6.0)
(* x1 x1)
(* (* (* 2.0 x1) t_4) (- t_4 3.0)))
(fma x1 x1 1.0)
(fma x1 (fma (* 3.0 x1) t_4 (* x1 x1)) x1))
(fma (fma (* 3.0 x1) x1 (- (* -2.0 x2) x1)) (/ 3.0 (fma x1 x1 1.0)) x1))
(* (* (- 6.0 (/ 3.0 x1)) (* x1 x1)) (* x1 x1)))))
double code(double x1, double x2) {
double t_0 = (3.0 * x1) * x1;
double t_1 = (x1 * x1) + 1.0;
double t_2 = ((t_0 + (2.0 * x2)) - x1) / t_1;
double t_3 = fma((3.0 * x1), x1, ((x2 * 2.0) - x1));
double t_4 = t_3 / fma(x1, x1, 1.0);
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(fma((((4.0 / fma(x1, x1, 1.0)) * t_3) - 6.0), (x1 * x1), (((2.0 * x1) * t_4) * (t_4 - 3.0))), fma(x1, x1, 1.0), fma(x1, fma((3.0 * x1), t_4, (x1 * x1)), x1)) + fma(fma((3.0 * x1), x1, ((-2.0 * x2) - x1)), (3.0 / fma(x1, x1, 1.0)), x1);
} else {
tmp = ((6.0 - (3.0 / x1)) * (x1 * x1)) * (x1 * x1);
}
return tmp;
}
function code(x1, x2) t_0 = Float64(Float64(3.0 * x1) * x1) t_1 = Float64(Float64(x1 * x1) + 1.0) t_2 = Float64(Float64(Float64(t_0 + Float64(2.0 * x2)) - x1) / t_1) t_3 = fma(Float64(3.0 * x1), x1, Float64(Float64(x2 * 2.0) - x1)) t_4 = Float64(t_3 / fma(x1, x1, 1.0)) 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 = Float64(fma(fma(Float64(Float64(Float64(4.0 / fma(x1, x1, 1.0)) * t_3) - 6.0), Float64(x1 * x1), Float64(Float64(Float64(2.0 * x1) * t_4) * Float64(t_4 - 3.0))), fma(x1, x1, 1.0), fma(x1, fma(Float64(3.0 * x1), t_4, Float64(x1 * x1)), x1)) + fma(fma(Float64(3.0 * x1), x1, Float64(Float64(-2.0 * x2) - x1)), Float64(3.0 / fma(x1, x1, 1.0)), x1)); else tmp = Float64(Float64(Float64(6.0 - Float64(3.0 / x1)) * Float64(x1 * x1)) * Float64(x1 * x1)); end return tmp end
code[x1_, x2_] := Block[{t$95$0 = N[(N[(3.0 * x1), $MachinePrecision] * x1), $MachinePrecision]}, Block[{t$95$1 = N[(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[(N[(3.0 * x1), $MachinePrecision] * x1 + N[(N[(x2 * 2.0), $MachinePrecision] - x1), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$4 = N[(t$95$3 / 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$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[(N[(N[(N[(N[(N[(4.0 / N[(x1 * x1 + 1.0), $MachinePrecision]), $MachinePrecision] * t$95$3), $MachinePrecision] - 6.0), $MachinePrecision] * N[(x1 * x1), $MachinePrecision] + N[(N[(N[(2.0 * x1), $MachinePrecision] * t$95$4), $MachinePrecision] * N[(t$95$4 - 3.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(x1 * x1 + 1.0), $MachinePrecision] + N[(x1 * N[(N[(3.0 * x1), $MachinePrecision] * t$95$4 + N[(x1 * x1), $MachinePrecision]), $MachinePrecision] + x1), $MachinePrecision]), $MachinePrecision] + N[(N[(N[(3.0 * x1), $MachinePrecision] * x1 + N[(N[(-2.0 * x2), $MachinePrecision] - x1), $MachinePrecision]), $MachinePrecision] * N[(3.0 / N[(x1 * x1 + 1.0), $MachinePrecision]), $MachinePrecision] + x1), $MachinePrecision]), $MachinePrecision], N[(N[(N[(6.0 - N[(3.0 / x1), $MachinePrecision]), $MachinePrecision] * N[(x1 * x1), $MachinePrecision]), $MachinePrecision] * N[(x1 * x1), $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 := \mathsf{fma}\left(3 \cdot x1, x1, x2 \cdot 2 - x1\right)\\
t_4 := \frac{t\_3}{\mathsf{fma}\left(x1, x1, 1\right)}\\
\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(\mathsf{fma}\left(\frac{4}{\mathsf{fma}\left(x1, x1, 1\right)} \cdot t\_3 - 6, x1 \cdot x1, \left(\left(2 \cdot x1\right) \cdot t\_4\right) \cdot \left(t\_4 - 3\right)\right), \mathsf{fma}\left(x1, x1, 1\right), \mathsf{fma}\left(x1, \mathsf{fma}\left(3 \cdot x1, t\_4, x1 \cdot x1\right), x1\right)\right) + \mathsf{fma}\left(\mathsf{fma}\left(3 \cdot x1, x1, -2 \cdot x2 - x1\right), \frac{3}{\mathsf{fma}\left(x1, x1, 1\right)}, x1\right)\\
\mathbf{else}:\\
\;\;\;\;\left(\left(6 - \frac{3}{x1}\right) \cdot \left(x1 \cdot x1\right)\right) \cdot \left(x1 \cdot x1\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 99.5%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f6499.5
Applied rewrites99.5%
Applied rewrites99.7%
Applied rewrites99.8%
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
*-commutativeN/A
lower-*.f64N/A
lower--.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f64N/A
lower-pow.f64100.0
Applied rewrites100.0%
Applied rewrites100.0%
(FPCore (x1 x2)
:precision binary64
(let* ((t_0 (* (* 3.0 x1) x1))
(t_1 (+ (* x1 x1) 1.0))
(t_2 (/ (- (+ t_0 (* 2.0 x2)) x1) t_1))
(t_3
(+
x1
(+
(+
(+
(+
(*
(+
(* (* (* 2.0 x1) t_2) (- t_2 3.0))
(* (* x1 x1) (- (* 4.0 t_2) 6.0)))
t_1)
(* t_0 t_2))
(* (* x1 x1) x1))
x1)
(* 3.0 (/ (- (- t_0 (* 2.0 x2)) x1) t_1))))))
(if (or (<= t_3 -4e+261) (not (or (<= t_3 2e+273) (not (<= t_3 INFINITY)))))
(+ x1 (* (* (* x2 x2) x1) 8.0))
(+ x1 (fma (- (* 9.0 x1) 2.0) x1 (* -6.0 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 <= -4e+261) || !((t_3 <= 2e+273) || !(t_3 <= ((double) INFINITY)))) {
tmp = x1 + (((x2 * x2) * x1) * 8.0);
} else {
tmp = x1 + fma(((9.0 * x1) - 2.0), x1, (-6.0 * 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 <= -4e+261) || !((t_3 <= 2e+273) || !(t_3 <= Inf))) tmp = Float64(x1 + Float64(Float64(Float64(x2 * x2) * x1) * 8.0)); else tmp = Float64(x1 + fma(Float64(Float64(9.0 * x1) - 2.0), x1, Float64(-6.0 * 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[Or[LessEqual[t$95$3, -4e+261], N[Not[Or[LessEqual[t$95$3, 2e+273], N[Not[LessEqual[t$95$3, Infinity]], $MachinePrecision]]], $MachinePrecision]], N[(x1 + N[(N[(N[(x2 * x2), $MachinePrecision] * x1), $MachinePrecision] * 8.0), $MachinePrecision]), $MachinePrecision], N[(x1 + N[(N[(N[(9.0 * x1), $MachinePrecision] - 2.0), $MachinePrecision] * x1 + N[(-6.0 * x2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(3 \cdot x1\right) \cdot x1\\
t_1 := x1 \cdot x1 + 1\\
t_2 := \frac{\left(t\_0 + 2 \cdot x2\right) - x1}{t\_1}\\
t_3 := x1 + \left(\left(\left(\left(\left(\left(\left(2 \cdot x1\right) \cdot t\_2\right) \cdot \left(t\_2 - 3\right) + \left(x1 \cdot x1\right) \cdot \left(4 \cdot t\_2 - 6\right)\right) \cdot t\_1 + t\_0 \cdot t\_2\right) + \left(x1 \cdot x1\right) \cdot x1\right) + x1\right) + 3 \cdot \frac{\left(t\_0 - 2 \cdot x2\right) - x1}{t\_1}\right)\\
\mathbf{if}\;t\_3 \leq -4 \cdot 10^{+261} \lor \neg \left(t\_3 \leq 2 \cdot 10^{+273} \lor \neg \left(t\_3 \leq \infty\right)\right):\\
\;\;\;\;x1 + \left(\left(x2 \cdot x2\right) \cdot x1\right) \cdot 8\\
\mathbf{else}:\\
\;\;\;\;x1 + \mathsf{fma}\left(9 \cdot x1 - 2, x1, -6 \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)))))) < -3.9999999999999997e261 or 1.99999999999999989e273 < (+.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%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f6499.9
Applied rewrites99.9%
Taylor expanded in x1 around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
Applied rewrites52.7%
Taylor expanded in x2 around inf
Applied rewrites56.2%
if -3.9999999999999997e261 < (+.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)))))) < 1.99999999999999989e273 or +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 63.2%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f6463.2
Applied rewrites63.2%
Taylor expanded in x1 around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
Applied rewrites70.1%
Taylor expanded in x2 around 0
Applied rewrites78.9%
Final simplification74.5%
(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 (+ x1 (* (* (* x2 x2) x1) 8.0))))
(if (<= t_3 -4e+261)
t_4
(if (<= t_3 1e+272)
(* -6.0 x2)
(if (<= t_3 INFINITY) t_4 (+ x1 (* (* x1 x1) 9.0)))))))
double code(double x1, double x2) {
double t_0 = (3.0 * x1) * x1;
double t_1 = (x1 * x1) + 1.0;
double t_2 = ((t_0 + (2.0 * x2)) - x1) / t_1;
double t_3 = x1 + (((((((((2.0 * x1) * t_2) * (t_2 - 3.0)) + ((x1 * x1) * ((4.0 * t_2) - 6.0))) * t_1) + (t_0 * t_2)) + ((x1 * x1) * x1)) + x1) + (3.0 * (((t_0 - (2.0 * x2)) - x1) / t_1)));
double t_4 = x1 + (((x2 * x2) * x1) * 8.0);
double tmp;
if (t_3 <= -4e+261) {
tmp = t_4;
} else if (t_3 <= 1e+272) {
tmp = -6.0 * x2;
} else if (t_3 <= ((double) INFINITY)) {
tmp = t_4;
} else {
tmp = x1 + ((x1 * x1) * 9.0);
}
return tmp;
}
public static double code(double x1, double x2) {
double t_0 = (3.0 * x1) * x1;
double t_1 = (x1 * x1) + 1.0;
double t_2 = ((t_0 + (2.0 * x2)) - x1) / t_1;
double t_3 = x1 + (((((((((2.0 * x1) * t_2) * (t_2 - 3.0)) + ((x1 * x1) * ((4.0 * t_2) - 6.0))) * t_1) + (t_0 * t_2)) + ((x1 * x1) * x1)) + x1) + (3.0 * (((t_0 - (2.0 * x2)) - x1) / t_1)));
double t_4 = x1 + (((x2 * x2) * x1) * 8.0);
double tmp;
if (t_3 <= -4e+261) {
tmp = t_4;
} else if (t_3 <= 1e+272) {
tmp = -6.0 * x2;
} else if (t_3 <= Double.POSITIVE_INFINITY) {
tmp = t_4;
} else {
tmp = x1 + ((x1 * x1) * 9.0);
}
return tmp;
}
def code(x1, x2): t_0 = (3.0 * x1) * x1 t_1 = (x1 * x1) + 1.0 t_2 = ((t_0 + (2.0 * x2)) - x1) / t_1 t_3 = x1 + (((((((((2.0 * x1) * t_2) * (t_2 - 3.0)) + ((x1 * x1) * ((4.0 * t_2) - 6.0))) * t_1) + (t_0 * t_2)) + ((x1 * x1) * x1)) + x1) + (3.0 * (((t_0 - (2.0 * x2)) - x1) / t_1))) t_4 = x1 + (((x2 * x2) * x1) * 8.0) tmp = 0 if t_3 <= -4e+261: tmp = t_4 elif t_3 <= 1e+272: tmp = -6.0 * x2 elif t_3 <= math.inf: tmp = t_4 else: tmp = x1 + ((x1 * x1) * 9.0) return tmp
function code(x1, x2) t_0 = Float64(Float64(3.0 * x1) * x1) t_1 = Float64(Float64(x1 * x1) + 1.0) t_2 = Float64(Float64(Float64(t_0 + Float64(2.0 * x2)) - x1) / t_1) t_3 = Float64(x1 + Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(2.0 * x1) * t_2) * Float64(t_2 - 3.0)) + Float64(Float64(x1 * x1) * Float64(Float64(4.0 * t_2) - 6.0))) * t_1) + Float64(t_0 * t_2)) + Float64(Float64(x1 * x1) * x1)) + x1) + Float64(3.0 * Float64(Float64(Float64(t_0 - Float64(2.0 * x2)) - x1) / t_1)))) t_4 = Float64(x1 + Float64(Float64(Float64(x2 * x2) * x1) * 8.0)) tmp = 0.0 if (t_3 <= -4e+261) tmp = t_4; elseif (t_3 <= 1e+272) tmp = Float64(-6.0 * x2); elseif (t_3 <= Inf) tmp = t_4; else tmp = Float64(x1 + Float64(Float64(x1 * x1) * 9.0)); end return tmp end
function tmp_2 = code(x1, x2) t_0 = (3.0 * x1) * x1; t_1 = (x1 * x1) + 1.0; t_2 = ((t_0 + (2.0 * x2)) - x1) / t_1; t_3 = x1 + (((((((((2.0 * x1) * t_2) * (t_2 - 3.0)) + ((x1 * x1) * ((4.0 * t_2) - 6.0))) * t_1) + (t_0 * t_2)) + ((x1 * x1) * x1)) + x1) + (3.0 * (((t_0 - (2.0 * x2)) - x1) / t_1))); t_4 = x1 + (((x2 * x2) * x1) * 8.0); tmp = 0.0; if (t_3 <= -4e+261) tmp = t_4; elseif (t_3 <= 1e+272) tmp = -6.0 * x2; elseif (t_3 <= Inf) tmp = t_4; else tmp = x1 + ((x1 * x1) * 9.0); end tmp_2 = tmp; end
code[x1_, x2_] := Block[{t$95$0 = N[(N[(3.0 * x1), $MachinePrecision] * x1), $MachinePrecision]}, Block[{t$95$1 = N[(N[(x1 * x1), $MachinePrecision] + 1.0), $MachinePrecision]}, Block[{t$95$2 = N[(N[(N[(t$95$0 + N[(2.0 * x2), $MachinePrecision]), $MachinePrecision] - x1), $MachinePrecision] / t$95$1), $MachinePrecision]}, Block[{t$95$3 = N[(x1 + N[(N[(N[(N[(N[(N[(N[(N[(N[(2.0 * x1), $MachinePrecision] * t$95$2), $MachinePrecision] * N[(t$95$2 - 3.0), $MachinePrecision]), $MachinePrecision] + N[(N[(x1 * x1), $MachinePrecision] * N[(N[(4.0 * t$95$2), $MachinePrecision] - 6.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * t$95$1), $MachinePrecision] + N[(t$95$0 * t$95$2), $MachinePrecision]), $MachinePrecision] + N[(N[(x1 * x1), $MachinePrecision] * x1), $MachinePrecision]), $MachinePrecision] + x1), $MachinePrecision] + N[(3.0 * N[(N[(N[(t$95$0 - N[(2.0 * x2), $MachinePrecision]), $MachinePrecision] - x1), $MachinePrecision] / t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$4 = N[(x1 + N[(N[(N[(x2 * x2), $MachinePrecision] * x1), $MachinePrecision] * 8.0), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[t$95$3, -4e+261], t$95$4, If[LessEqual[t$95$3, 1e+272], N[(-6.0 * x2), $MachinePrecision], If[LessEqual[t$95$3, Infinity], t$95$4, N[(x1 + N[(N[(x1 * x1), $MachinePrecision] * 9.0), $MachinePrecision]), $MachinePrecision]]]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(3 \cdot x1\right) \cdot x1\\
t_1 := x1 \cdot x1 + 1\\
t_2 := \frac{\left(t\_0 + 2 \cdot x2\right) - x1}{t\_1}\\
t_3 := x1 + \left(\left(\left(\left(\left(\left(\left(2 \cdot x1\right) \cdot t\_2\right) \cdot \left(t\_2 - 3\right) + \left(x1 \cdot x1\right) \cdot \left(4 \cdot t\_2 - 6\right)\right) \cdot t\_1 + t\_0 \cdot t\_2\right) + \left(x1 \cdot x1\right) \cdot x1\right) + x1\right) + 3 \cdot \frac{\left(t\_0 - 2 \cdot x2\right) - x1}{t\_1}\right)\\
t_4 := x1 + \left(\left(x2 \cdot x2\right) \cdot x1\right) \cdot 8\\
\mathbf{if}\;t\_3 \leq -4 \cdot 10^{+261}:\\
\;\;\;\;t\_4\\
\mathbf{elif}\;t\_3 \leq 10^{+272}:\\
\;\;\;\;-6 \cdot x2\\
\mathbf{elif}\;t\_3 \leq \infty:\\
\;\;\;\;t\_4\\
\mathbf{else}:\\
\;\;\;\;x1 + \left(x1 \cdot x1\right) \cdot 9\\
\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)))))) < -3.9999999999999997e261 or 1.0000000000000001e272 < (+.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%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f6499.9
Applied rewrites99.9%
Taylor expanded in x1 around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
Applied rewrites51.7%
Taylor expanded in x2 around inf
Applied rewrites55.2%
if -3.9999999999999997e261 < (+.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)))))) < 1.0000000000000001e272Initial program 99.3%
Taylor expanded in x1 around 0
lower-*.f6453.3
Applied rewrites53.3%
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%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f640.0
Applied rewrites0.0%
Taylor expanded in x1 around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
Applied rewrites62.6%
Taylor expanded in x2 around 0
Applied rewrites83.0%
Taylor expanded in x1 around inf
Applied rewrites83.0%
(FPCore (x1 x2)
:precision binary64
(let* ((t_0 (* (* x1 3.0) 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 2.0 x2 t_0) x1))
(t_5 (/ t_4 (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))
(* (* x1 x1) x1))
x1)
(* 3.0 (/ (- (- t_1 (* 2.0 x2)) x1) t_2))))
INFINITY)
(+
x1
(fma
(* x1 x1)
x1
(+
(fma
(fma
(* x1 x1)
(- (* t_4 (/ 4.0 (fma x1 x1 1.0))) 6.0)
(* (- t_5 3.0) (* (* x1 2.0) t_5)))
(fma x1 x1 1.0)
(* 3.0 t_0))
(fma (/ (- (fma -2.0 x2 t_0) x1) (fma x1 x1 1.0)) 3.0 x1))))
(* (* (- 6.0 (/ 3.0 x1)) (* x1 x1)) (* x1 x1)))))
double code(double x1, double x2) {
double t_0 = (x1 * 3.0) * 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(2.0, x2, t_0) - x1;
double t_5 = t_4 / 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)) + ((x1 * x1) * x1)) + x1) + (3.0 * (((t_1 - (2.0 * x2)) - x1) / t_2)))) <= ((double) INFINITY)) {
tmp = x1 + fma((x1 * x1), x1, (fma(fma((x1 * x1), ((t_4 * (4.0 / fma(x1, x1, 1.0))) - 6.0), ((t_5 - 3.0) * ((x1 * 2.0) * t_5))), fma(x1, x1, 1.0), (3.0 * t_0)) + fma(((fma(-2.0, x2, t_0) - x1) / fma(x1, x1, 1.0)), 3.0, x1)));
} else {
tmp = ((6.0 - (3.0 / x1)) * (x1 * x1)) * (x1 * x1);
}
return tmp;
}
function code(x1, x2) t_0 = Float64(Float64(x1 * 3.0) * 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(fma(2.0, x2, t_0) - x1) t_5 = Float64(t_4 / 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)) + Float64(Float64(x1 * x1) * x1)) + x1) + Float64(3.0 * Float64(Float64(Float64(t_1 - Float64(2.0 * x2)) - x1) / t_2)))) <= Inf) tmp = Float64(x1 + fma(Float64(x1 * x1), x1, Float64(fma(fma(Float64(x1 * x1), Float64(Float64(t_4 * Float64(4.0 / fma(x1, x1, 1.0))) - 6.0), Float64(Float64(t_5 - 3.0) * Float64(Float64(x1 * 2.0) * t_5))), fma(x1, x1, 1.0), Float64(3.0 * t_0)) + fma(Float64(Float64(fma(-2.0, x2, t_0) - x1) / fma(x1, x1, 1.0)), 3.0, x1)))); else tmp = Float64(Float64(Float64(6.0 - Float64(3.0 / x1)) * Float64(x1 * x1)) * Float64(x1 * x1)); end return tmp end
code[x1_, x2_] := Block[{t$95$0 = N[(N[(x1 * 3.0), $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[(2.0 * x2 + t$95$0), $MachinePrecision] - x1), $MachinePrecision]}, Block[{t$95$5 = N[(t$95$4 / 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] + N[(N[(x1 * x1), $MachinePrecision] * x1), $MachinePrecision]), $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[(x1 * x1), $MachinePrecision] * x1 + N[(N[(N[(N[(x1 * x1), $MachinePrecision] * N[(N[(t$95$4 * N[(4.0 / N[(x1 * x1 + 1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - 6.0), $MachinePrecision] + N[(N[(t$95$5 - 3.0), $MachinePrecision] * N[(N[(x1 * 2.0), $MachinePrecision] * t$95$5), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(x1 * x1 + 1.0), $MachinePrecision] + N[(3.0 * t$95$0), $MachinePrecision]), $MachinePrecision] + N[(N[(N[(N[(-2.0 * x2 + t$95$0), $MachinePrecision] - x1), $MachinePrecision] / N[(x1 * x1 + 1.0), $MachinePrecision]), $MachinePrecision] * 3.0 + x1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(N[(6.0 - N[(3.0 / x1), $MachinePrecision]), $MachinePrecision] * N[(x1 * x1), $MachinePrecision]), $MachinePrecision] * N[(x1 * x1), $MachinePrecision]), $MachinePrecision]]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(x1 \cdot 3\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 := \mathsf{fma}\left(2, x2, t\_0\right) - x1\\
t_5 := \frac{t\_4}{\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) + \left(x1 \cdot x1\right) \cdot x1\right) + x1\right) + 3 \cdot \frac{\left(t\_1 - 2 \cdot x2\right) - x1}{t\_2}\right) \leq \infty:\\
\;\;\;\;x1 + \mathsf{fma}\left(x1 \cdot x1, x1, \mathsf{fma}\left(\mathsf{fma}\left(x1 \cdot x1, t\_4 \cdot \frac{4}{\mathsf{fma}\left(x1, x1, 1\right)} - 6, \left(t\_5 - 3\right) \cdot \left(\left(x1 \cdot 2\right) \cdot t\_5\right)\right), \mathsf{fma}\left(x1, x1, 1\right), 3 \cdot t\_0\right) + \mathsf{fma}\left(\frac{\mathsf{fma}\left(-2, x2, t\_0\right) - x1}{\mathsf{fma}\left(x1, x1, 1\right)}, 3, x1\right)\right)\\
\mathbf{else}:\\
\;\;\;\;\left(\left(6 - \frac{3}{x1}\right) \cdot \left(x1 \cdot x1\right)\right) \cdot \left(x1 \cdot x1\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 99.5%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f6499.5
Applied rewrites99.5%
Applied rewrites99.7%
Taylor expanded in x1 around inf
Applied rewrites99.1%
if +inf.0 < (+.f64 x1 (+.f64 (+.f64 (+.f64 (+.f64 (*.f64 (+.f64 (*.f64 (*.f64 (*.f64 #s(literal 2 binary64) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) (-.f64 (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) #s(literal 3 binary64))) (*.f64 (*.f64 x1 x1) (-.f64 (*.f64 #s(literal 4 binary64) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) #s(literal 6 binary64)))) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) (*.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))))) (*.f64 (*.f64 x1 x1) x1)) x1) (*.f64 #s(literal 3 binary64) (/.f64 (-.f64 (-.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))))) Initial program 0.0%
Taylor expanded in x1 around inf
*-commutativeN/A
lower-*.f64N/A
lower--.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f64N/A
lower-pow.f64100.0
Applied rewrites100.0%
Applied rewrites100.0%
(FPCore (x1 x2)
:precision binary64
(let* ((t_0 (* (* 3.0 x1) x1))
(t_1 (* (* x1 3.0) x1))
(t_2 (/ (- (fma 2.0 x2 t_1) x1) (fma x1 x1 1.0)))
(t_3 (+ (* x1 x1) 1.0))
(t_4 (/ (- (+ t_0 (* 2.0 x2)) x1) t_3)))
(if (<=
(+
x1
(+
(+
(+
(+
(*
(+
(* (* (* 2.0 x1) t_4) (- t_4 3.0))
(* (* x1 x1) (- (* 4.0 t_4) 6.0)))
t_3)
(* t_0 t_4))
(* (* x1 x1) x1))
x1)
(* 3.0 (/ (- (- t_0 (* 2.0 x2)) x1) t_3))))
INFINITY)
(+
x1
(fma
(* x1 x1)
x1
(+
(fma
(fma (* x1 x1) (- 12.0 6.0) (* (- t_2 3.0) (* (* x1 2.0) t_2)))
(fma x1 x1 1.0)
(* t_2 t_1))
(fma (/ (- (fma -2.0 x2 t_1) x1) (fma x1 x1 1.0)) 3.0 x1))))
(* (* (- 6.0 (/ 3.0 x1)) (* x1 x1)) (* x1 x1)))))
double code(double x1, double x2) {
double t_0 = (3.0 * x1) * x1;
double t_1 = (x1 * 3.0) * x1;
double t_2 = (fma(2.0, x2, t_1) - x1) / fma(x1, x1, 1.0);
double t_3 = (x1 * x1) + 1.0;
double t_4 = ((t_0 + (2.0 * x2)) - x1) / t_3;
double tmp;
if ((x1 + (((((((((2.0 * x1) * t_4) * (t_4 - 3.0)) + ((x1 * x1) * ((4.0 * t_4) - 6.0))) * t_3) + (t_0 * t_4)) + ((x1 * x1) * x1)) + x1) + (3.0 * (((t_0 - (2.0 * x2)) - x1) / t_3)))) <= ((double) INFINITY)) {
tmp = x1 + fma((x1 * x1), x1, (fma(fma((x1 * x1), (12.0 - 6.0), ((t_2 - 3.0) * ((x1 * 2.0) * t_2))), fma(x1, x1, 1.0), (t_2 * t_1)) + fma(((fma(-2.0, x2, t_1) - x1) / fma(x1, x1, 1.0)), 3.0, x1)));
} else {
tmp = ((6.0 - (3.0 / x1)) * (x1 * x1)) * (x1 * x1);
}
return tmp;
}
function code(x1, x2) t_0 = Float64(Float64(3.0 * x1) * x1) t_1 = Float64(Float64(x1 * 3.0) * x1) t_2 = Float64(Float64(fma(2.0, x2, t_1) - x1) / fma(x1, x1, 1.0)) t_3 = Float64(Float64(x1 * x1) + 1.0) t_4 = Float64(Float64(Float64(t_0 + Float64(2.0 * x2)) - x1) / t_3) tmp = 0.0 if (Float64(x1 + Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(2.0 * x1) * t_4) * Float64(t_4 - 3.0)) + Float64(Float64(x1 * x1) * Float64(Float64(4.0 * t_4) - 6.0))) * t_3) + Float64(t_0 * t_4)) + Float64(Float64(x1 * x1) * x1)) + x1) + Float64(3.0 * Float64(Float64(Float64(t_0 - Float64(2.0 * x2)) - x1) / t_3)))) <= Inf) tmp = Float64(x1 + fma(Float64(x1 * x1), x1, Float64(fma(fma(Float64(x1 * x1), Float64(12.0 - 6.0), Float64(Float64(t_2 - 3.0) * Float64(Float64(x1 * 2.0) * t_2))), fma(x1, x1, 1.0), Float64(t_2 * t_1)) + fma(Float64(Float64(fma(-2.0, x2, t_1) - x1) / fma(x1, x1, 1.0)), 3.0, x1)))); else tmp = Float64(Float64(Float64(6.0 - Float64(3.0 / x1)) * Float64(x1 * x1)) * Float64(x1 * x1)); end return tmp end
code[x1_, x2_] := Block[{t$95$0 = N[(N[(3.0 * x1), $MachinePrecision] * x1), $MachinePrecision]}, Block[{t$95$1 = N[(N[(x1 * 3.0), $MachinePrecision] * x1), $MachinePrecision]}, Block[{t$95$2 = N[(N[(N[(2.0 * x2 + t$95$1), $MachinePrecision] - x1), $MachinePrecision] / N[(x1 * x1 + 1.0), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$3 = N[(N[(x1 * x1), $MachinePrecision] + 1.0), $MachinePrecision]}, Block[{t$95$4 = N[(N[(N[(t$95$0 + N[(2.0 * x2), $MachinePrecision]), $MachinePrecision] - x1), $MachinePrecision] / t$95$3), $MachinePrecision]}, If[LessEqual[N[(x1 + N[(N[(N[(N[(N[(N[(N[(N[(N[(2.0 * x1), $MachinePrecision] * t$95$4), $MachinePrecision] * N[(t$95$4 - 3.0), $MachinePrecision]), $MachinePrecision] + N[(N[(x1 * x1), $MachinePrecision] * N[(N[(4.0 * t$95$4), $MachinePrecision] - 6.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * t$95$3), $MachinePrecision] + N[(t$95$0 * t$95$4), $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$3), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], Infinity], N[(x1 + N[(N[(x1 * x1), $MachinePrecision] * x1 + N[(N[(N[(N[(x1 * x1), $MachinePrecision] * N[(12.0 - 6.0), $MachinePrecision] + N[(N[(t$95$2 - 3.0), $MachinePrecision] * N[(N[(x1 * 2.0), $MachinePrecision] * t$95$2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(x1 * x1 + 1.0), $MachinePrecision] + N[(t$95$2 * t$95$1), $MachinePrecision]), $MachinePrecision] + N[(N[(N[(N[(-2.0 * x2 + t$95$1), $MachinePrecision] - x1), $MachinePrecision] / N[(x1 * x1 + 1.0), $MachinePrecision]), $MachinePrecision] * 3.0 + x1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(N[(6.0 - N[(3.0 / x1), $MachinePrecision]), $MachinePrecision] * N[(x1 * x1), $MachinePrecision]), $MachinePrecision] * N[(x1 * x1), $MachinePrecision]), $MachinePrecision]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(3 \cdot x1\right) \cdot x1\\
t_1 := \left(x1 \cdot 3\right) \cdot x1\\
t_2 := \frac{\mathsf{fma}\left(2, x2, t\_1\right) - x1}{\mathsf{fma}\left(x1, x1, 1\right)}\\
t_3 := x1 \cdot x1 + 1\\
t_4 := \frac{\left(t\_0 + 2 \cdot x2\right) - x1}{t\_3}\\
\mathbf{if}\;x1 + \left(\left(\left(\left(\left(\left(\left(2 \cdot x1\right) \cdot t\_4\right) \cdot \left(t\_4 - 3\right) + \left(x1 \cdot x1\right) \cdot \left(4 \cdot t\_4 - 6\right)\right) \cdot t\_3 + t\_0 \cdot t\_4\right) + \left(x1 \cdot x1\right) \cdot x1\right) + x1\right) + 3 \cdot \frac{\left(t\_0 - 2 \cdot x2\right) - x1}{t\_3}\right) \leq \infty:\\
\;\;\;\;x1 + \mathsf{fma}\left(x1 \cdot x1, x1, \mathsf{fma}\left(\mathsf{fma}\left(x1 \cdot x1, 12 - 6, \left(t\_2 - 3\right) \cdot \left(\left(x1 \cdot 2\right) \cdot t\_2\right)\right), \mathsf{fma}\left(x1, x1, 1\right), t\_2 \cdot t\_1\right) + \mathsf{fma}\left(\frac{\mathsf{fma}\left(-2, x2, t\_1\right) - x1}{\mathsf{fma}\left(x1, x1, 1\right)}, 3, x1\right)\right)\\
\mathbf{else}:\\
\;\;\;\;\left(\left(6 - \frac{3}{x1}\right) \cdot \left(x1 \cdot x1\right)\right) \cdot \left(x1 \cdot x1\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 99.5%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f6499.5
Applied rewrites99.5%
Applied rewrites99.7%
Taylor expanded in x1 around inf
Applied rewrites96.9%
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
*-commutativeN/A
lower-*.f64N/A
lower--.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f64N/A
lower-pow.f64100.0
Applied rewrites100.0%
Applied rewrites100.0%
(FPCore (x1 x2)
:precision binary64
(let* ((t_0 (* (* 3.0 x1) x1))
(t_1 (* (* x1 3.0) x1))
(t_2 (/ (- (fma 2.0 x2 t_1) x1) (fma x1 x1 1.0)))
(t_3 (+ (* x1 x1) 1.0))
(t_4 (/ (- (+ t_0 (* 2.0 x2)) x1) t_3)))
(if (<=
(+
x1
(+
(+
(+
(+
(*
(+
(* (* (* 2.0 x1) t_4) (- t_4 3.0))
(* (* x1 x1) (- (* 4.0 t_4) 6.0)))
t_3)
(* t_0 t_4))
(* (* x1 x1) x1))
x1)
(* 3.0 (/ (- (- t_0 (* 2.0 x2)) x1) t_3))))
INFINITY)
(+
x1
(fma
(* x1 x1)
x1
(+
(fma
(fma (* x1 x1) (- 12.0 6.0) (* (- t_2 3.0) (* (* x1 2.0) t_2)))
(fma x1 x1 1.0)
(* 3.0 t_1))
(fma (/ (- (fma -2.0 x2 t_1) x1) (fma x1 x1 1.0)) 3.0 x1))))
(* (* (- 6.0 (/ 3.0 x1)) (* x1 x1)) (* x1 x1)))))
double code(double x1, double x2) {
double t_0 = (3.0 * x1) * x1;
double t_1 = (x1 * 3.0) * x1;
double t_2 = (fma(2.0, x2, t_1) - x1) / fma(x1, x1, 1.0);
double t_3 = (x1 * x1) + 1.0;
double t_4 = ((t_0 + (2.0 * x2)) - x1) / t_3;
double tmp;
if ((x1 + (((((((((2.0 * x1) * t_4) * (t_4 - 3.0)) + ((x1 * x1) * ((4.0 * t_4) - 6.0))) * t_3) + (t_0 * t_4)) + ((x1 * x1) * x1)) + x1) + (3.0 * (((t_0 - (2.0 * x2)) - x1) / t_3)))) <= ((double) INFINITY)) {
tmp = x1 + fma((x1 * x1), x1, (fma(fma((x1 * x1), (12.0 - 6.0), ((t_2 - 3.0) * ((x1 * 2.0) * t_2))), fma(x1, x1, 1.0), (3.0 * t_1)) + fma(((fma(-2.0, x2, t_1) - x1) / fma(x1, x1, 1.0)), 3.0, x1)));
} else {
tmp = ((6.0 - (3.0 / x1)) * (x1 * x1)) * (x1 * x1);
}
return tmp;
}
function code(x1, x2) t_0 = Float64(Float64(3.0 * x1) * x1) t_1 = Float64(Float64(x1 * 3.0) * x1) t_2 = Float64(Float64(fma(2.0, x2, t_1) - x1) / fma(x1, x1, 1.0)) t_3 = Float64(Float64(x1 * x1) + 1.0) t_4 = Float64(Float64(Float64(t_0 + Float64(2.0 * x2)) - x1) / t_3) tmp = 0.0 if (Float64(x1 + Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(2.0 * x1) * t_4) * Float64(t_4 - 3.0)) + Float64(Float64(x1 * x1) * Float64(Float64(4.0 * t_4) - 6.0))) * t_3) + Float64(t_0 * t_4)) + Float64(Float64(x1 * x1) * x1)) + x1) + Float64(3.0 * Float64(Float64(Float64(t_0 - Float64(2.0 * x2)) - x1) / t_3)))) <= Inf) tmp = Float64(x1 + fma(Float64(x1 * x1), x1, Float64(fma(fma(Float64(x1 * x1), Float64(12.0 - 6.0), Float64(Float64(t_2 - 3.0) * Float64(Float64(x1 * 2.0) * t_2))), fma(x1, x1, 1.0), Float64(3.0 * t_1)) + fma(Float64(Float64(fma(-2.0, x2, t_1) - x1) / fma(x1, x1, 1.0)), 3.0, x1)))); else tmp = Float64(Float64(Float64(6.0 - Float64(3.0 / x1)) * Float64(x1 * x1)) * Float64(x1 * x1)); end return tmp end
code[x1_, x2_] := Block[{t$95$0 = N[(N[(3.0 * x1), $MachinePrecision] * x1), $MachinePrecision]}, Block[{t$95$1 = N[(N[(x1 * 3.0), $MachinePrecision] * x1), $MachinePrecision]}, Block[{t$95$2 = N[(N[(N[(2.0 * x2 + t$95$1), $MachinePrecision] - x1), $MachinePrecision] / N[(x1 * x1 + 1.0), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$3 = N[(N[(x1 * x1), $MachinePrecision] + 1.0), $MachinePrecision]}, Block[{t$95$4 = N[(N[(N[(t$95$0 + N[(2.0 * x2), $MachinePrecision]), $MachinePrecision] - x1), $MachinePrecision] / t$95$3), $MachinePrecision]}, If[LessEqual[N[(x1 + N[(N[(N[(N[(N[(N[(N[(N[(N[(2.0 * x1), $MachinePrecision] * t$95$4), $MachinePrecision] * N[(t$95$4 - 3.0), $MachinePrecision]), $MachinePrecision] + N[(N[(x1 * x1), $MachinePrecision] * N[(N[(4.0 * t$95$4), $MachinePrecision] - 6.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * t$95$3), $MachinePrecision] + N[(t$95$0 * t$95$4), $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$3), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], Infinity], N[(x1 + N[(N[(x1 * x1), $MachinePrecision] * x1 + N[(N[(N[(N[(x1 * x1), $MachinePrecision] * N[(12.0 - 6.0), $MachinePrecision] + N[(N[(t$95$2 - 3.0), $MachinePrecision] * N[(N[(x1 * 2.0), $MachinePrecision] * t$95$2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(x1 * x1 + 1.0), $MachinePrecision] + N[(3.0 * t$95$1), $MachinePrecision]), $MachinePrecision] + N[(N[(N[(N[(-2.0 * x2 + t$95$1), $MachinePrecision] - x1), $MachinePrecision] / N[(x1 * x1 + 1.0), $MachinePrecision]), $MachinePrecision] * 3.0 + x1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(N[(6.0 - N[(3.0 / x1), $MachinePrecision]), $MachinePrecision] * N[(x1 * x1), $MachinePrecision]), $MachinePrecision] * N[(x1 * x1), $MachinePrecision]), $MachinePrecision]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(3 \cdot x1\right) \cdot x1\\
t_1 := \left(x1 \cdot 3\right) \cdot x1\\
t_2 := \frac{\mathsf{fma}\left(2, x2, t\_1\right) - x1}{\mathsf{fma}\left(x1, x1, 1\right)}\\
t_3 := x1 \cdot x1 + 1\\
t_4 := \frac{\left(t\_0 + 2 \cdot x2\right) - x1}{t\_3}\\
\mathbf{if}\;x1 + \left(\left(\left(\left(\left(\left(\left(2 \cdot x1\right) \cdot t\_4\right) \cdot \left(t\_4 - 3\right) + \left(x1 \cdot x1\right) \cdot \left(4 \cdot t\_4 - 6\right)\right) \cdot t\_3 + t\_0 \cdot t\_4\right) + \left(x1 \cdot x1\right) \cdot x1\right) + x1\right) + 3 \cdot \frac{\left(t\_0 - 2 \cdot x2\right) - x1}{t\_3}\right) \leq \infty:\\
\;\;\;\;x1 + \mathsf{fma}\left(x1 \cdot x1, x1, \mathsf{fma}\left(\mathsf{fma}\left(x1 \cdot x1, 12 - 6, \left(t\_2 - 3\right) \cdot \left(\left(x1 \cdot 2\right) \cdot t\_2\right)\right), \mathsf{fma}\left(x1, x1, 1\right), 3 \cdot t\_1\right) + \mathsf{fma}\left(\frac{\mathsf{fma}\left(-2, x2, t\_1\right) - x1}{\mathsf{fma}\left(x1, x1, 1\right)}, 3, x1\right)\right)\\
\mathbf{else}:\\
\;\;\;\;\left(\left(6 - \frac{3}{x1}\right) \cdot \left(x1 \cdot x1\right)\right) \cdot \left(x1 \cdot x1\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 99.5%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f6499.5
Applied rewrites99.5%
Applied rewrites99.7%
Taylor expanded in x1 around inf
Applied rewrites99.1%
Taylor expanded in x1 around inf
Applied rewrites96.9%
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
*-commutativeN/A
lower-*.f64N/A
lower--.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f64N/A
lower-pow.f64100.0
Applied rewrites100.0%
Applied rewrites100.0%
(FPCore (x1 x2)
:precision binary64
(let* ((t_0 (* (* 3.0 x1) x1))
(t_1 (+ (* x1 x1) 1.0))
(t_2 (/ (- (+ t_0 (* 2.0 x2)) x1) t_1)))
(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+301)
(* -6.0 x2)
(+ x1 (* (* x1 x1) 9.0)))))
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+301) {
tmp = -6.0 * x2;
} else {
tmp = x1 + ((x1 * x1) * 9.0);
}
return tmp;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(x1, x2)
use fmin_fmax_functions
real(8), intent (in) :: x1
real(8), intent (in) :: x2
real(8) :: t_0
real(8) :: t_1
real(8) :: t_2
real(8) :: tmp
t_0 = (3.0d0 * x1) * x1
t_1 = (x1 * x1) + 1.0d0
t_2 = ((t_0 + (2.0d0 * x2)) - x1) / t_1
if ((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)))) <= 5d+301) then
tmp = (-6.0d0) * x2
else
tmp = x1 + ((x1 * x1) * 9.0d0)
end if
code = tmp
end function
public static double code(double x1, double x2) {
double t_0 = (3.0 * x1) * x1;
double t_1 = (x1 * x1) + 1.0;
double t_2 = ((t_0 + (2.0 * x2)) - x1) / t_1;
double 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+301) {
tmp = -6.0 * x2;
} else {
tmp = x1 + ((x1 * x1) * 9.0);
}
return tmp;
}
def code(x1, x2): t_0 = (3.0 * x1) * x1 t_1 = (x1 * x1) + 1.0 t_2 = ((t_0 + (2.0 * x2)) - x1) / t_1 tmp = 0 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+301: tmp = -6.0 * x2 else: tmp = x1 + ((x1 * x1) * 9.0) 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+301) tmp = Float64(-6.0 * x2); else tmp = Float64(x1 + Float64(Float64(x1 * x1) * 9.0)); end return tmp end
function tmp_2 = code(x1, x2) t_0 = (3.0 * x1) * x1; t_1 = (x1 * x1) + 1.0; t_2 = ((t_0 + (2.0 * x2)) - x1) / t_1; tmp = 0.0; 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+301) tmp = -6.0 * x2; else tmp = x1 + ((x1 * x1) * 9.0); end tmp_2 = tmp; end
code[x1_, x2_] := Block[{t$95$0 = N[(N[(3.0 * x1), $MachinePrecision] * x1), $MachinePrecision]}, Block[{t$95$1 = N[(N[(x1 * x1), $MachinePrecision] + 1.0), $MachinePrecision]}, Block[{t$95$2 = N[(N[(N[(t$95$0 + N[(2.0 * x2), $MachinePrecision]), $MachinePrecision] - x1), $MachinePrecision] / t$95$1), $MachinePrecision]}, 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+301], N[(-6.0 * x2), $MachinePrecision], N[(x1 + N[(N[(x1 * x1), $MachinePrecision] * 9.0), $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^{+301}:\\
\;\;\;\;-6 \cdot x2\\
\mathbf{else}:\\
\;\;\;\;x1 + \left(x1 \cdot x1\right) \cdot 9\\
\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)))))) < 5.0000000000000004e301Initial program 99.4%
Taylor expanded in x1 around 0
lower-*.f6449.0
Applied rewrites49.0%
if 5.0000000000000004e301 < (+.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 32.4%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f6432.4
Applied rewrites32.4%
Taylor expanded in x1 around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
Applied rewrites59.2%
Taylor expanded in x2 around 0
Applied rewrites57.5%
Taylor expanded in x1 around inf
Applied rewrites57.6%
(FPCore (x1 x2)
:precision binary64
(let* ((t_0 (- (* 2.0 x2) 3.0)))
(if (<= x1 -65.0)
(*
(fma
(+ (fma (- (* 6.0 x1) 3.0) x1 (* t_0 4.0)) 9.0)
x1
(- (- (* -6.0 t_0) 1.0)))
x1)
(if (<= x1 155.0)
(+
x1
(fma
(fma (* x2 x1) 8.0 (- (* (- (* 12.0 x1) 12.0) x1) 6.0))
x2
(* (- (* 9.0 x1) 2.0) x1)))
(*
(-
6.0
(/
(-
3.0
(/ (fma (/ (+ -1.0 (* t_0 -6.0)) x1) -1.0 (fma t_0 4.0 9.0)) x1))
x1))
(pow x1 4.0))))))
double code(double x1, double x2) {
double t_0 = (2.0 * x2) - 3.0;
double tmp;
if (x1 <= -65.0) {
tmp = fma((fma(((6.0 * x1) - 3.0), x1, (t_0 * 4.0)) + 9.0), x1, -((-6.0 * t_0) - 1.0)) * x1;
} else if (x1 <= 155.0) {
tmp = x1 + fma(fma((x2 * x1), 8.0, ((((12.0 * x1) - 12.0) * x1) - 6.0)), x2, (((9.0 * x1) - 2.0) * x1));
} else {
tmp = (6.0 - ((3.0 - (fma(((-1.0 + (t_0 * -6.0)) / x1), -1.0, fma(t_0, 4.0, 9.0)) / x1)) / x1)) * pow(x1, 4.0);
}
return tmp;
}
function code(x1, x2) t_0 = Float64(Float64(2.0 * x2) - 3.0) tmp = 0.0 if (x1 <= -65.0) tmp = Float64(fma(Float64(fma(Float64(Float64(6.0 * x1) - 3.0), x1, Float64(t_0 * 4.0)) + 9.0), x1, Float64(-Float64(Float64(-6.0 * t_0) - 1.0))) * x1); elseif (x1 <= 155.0) tmp = Float64(x1 + fma(fma(Float64(x2 * x1), 8.0, Float64(Float64(Float64(Float64(12.0 * x1) - 12.0) * x1) - 6.0)), x2, Float64(Float64(Float64(9.0 * x1) - 2.0) * x1))); else tmp = Float64(Float64(6.0 - Float64(Float64(3.0 - Float64(fma(Float64(Float64(-1.0 + Float64(t_0 * -6.0)) / x1), -1.0, fma(t_0, 4.0, 9.0)) / x1)) / x1)) * (x1 ^ 4.0)); end return tmp end
code[x1_, x2_] := Block[{t$95$0 = N[(N[(2.0 * x2), $MachinePrecision] - 3.0), $MachinePrecision]}, If[LessEqual[x1, -65.0], N[(N[(N[(N[(N[(N[(6.0 * x1), $MachinePrecision] - 3.0), $MachinePrecision] * x1 + N[(t$95$0 * 4.0), $MachinePrecision]), $MachinePrecision] + 9.0), $MachinePrecision] * x1 + (-N[(N[(-6.0 * t$95$0), $MachinePrecision] - 1.0), $MachinePrecision])), $MachinePrecision] * x1), $MachinePrecision], If[LessEqual[x1, 155.0], N[(x1 + N[(N[(N[(x2 * x1), $MachinePrecision] * 8.0 + N[(N[(N[(N[(12.0 * x1), $MachinePrecision] - 12.0), $MachinePrecision] * x1), $MachinePrecision] - 6.0), $MachinePrecision]), $MachinePrecision] * x2 + N[(N[(N[(9.0 * x1), $MachinePrecision] - 2.0), $MachinePrecision] * x1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(6.0 - N[(N[(3.0 - N[(N[(N[(N[(-1.0 + N[(t$95$0 * -6.0), $MachinePrecision]), $MachinePrecision] / x1), $MachinePrecision] * -1.0 + N[(t$95$0 * 4.0 + 9.0), $MachinePrecision]), $MachinePrecision] / x1), $MachinePrecision]), $MachinePrecision] / x1), $MachinePrecision]), $MachinePrecision] * N[Power[x1, 4.0], $MachinePrecision]), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := 2 \cdot x2 - 3\\
\mathbf{if}\;x1 \leq -65:\\
\;\;\;\;\mathsf{fma}\left(\mathsf{fma}\left(6 \cdot x1 - 3, x1, t\_0 \cdot 4\right) + 9, x1, -\left(-6 \cdot t\_0 - 1\right)\right) \cdot x1\\
\mathbf{elif}\;x1 \leq 155:\\
\;\;\;\;x1 + \mathsf{fma}\left(\mathsf{fma}\left(x2 \cdot x1, 8, \left(12 \cdot x1 - 12\right) \cdot x1 - 6\right), x2, \left(9 \cdot x1 - 2\right) \cdot x1\right)\\
\mathbf{else}:\\
\;\;\;\;\left(6 - \frac{3 - \frac{\mathsf{fma}\left(\frac{-1 + t\_0 \cdot -6}{x1}, -1, \mathsf{fma}\left(t\_0, 4, 9\right)\right)}{x1}}{x1}\right) \cdot {x1}^{4}\\
\end{array}
\end{array}
if x1 < -65Initial program 28.1%
Taylor expanded in x1 around -inf
*-commutativeN/A
lower-*.f64N/A
Applied rewrites96.3%
Taylor expanded in x1 around 0
Applied rewrites96.3%
if -65 < x1 < 155Initial program 99.5%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f6499.5
Applied rewrites99.5%
Taylor expanded in x1 around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
Applied rewrites86.3%
Taylor expanded in x2 around 0
Applied rewrites98.8%
if 155 < x1 Initial program 46.6%
Taylor expanded in x1 around -inf
*-commutativeN/A
lower-*.f64N/A
Applied rewrites93.3%
(FPCore (x1 x2)
:precision binary64
(let* ((t_0 (- (* 2.0 x2) 3.0)))
(if (<= x1 -65.0)
(*
(fma
(+ (fma (- (* 6.0 x1) 3.0) x1 (* t_0 4.0)) 9.0)
x1
(- (- (* -6.0 t_0) 1.0)))
x1)
(if (<= x1 520.0)
(+
x1
(fma
(fma (* x2 x1) 8.0 (- (* (- (* 12.0 x1) 12.0) x1) 6.0))
x2
(* (- (* 9.0 x1) 2.0) x1)))
(* (- 6.0 (/ (- 3.0 (/ (fma t_0 4.0 9.0) x1)) x1)) (pow x1 4.0))))))
double code(double x1, double x2) {
double t_0 = (2.0 * x2) - 3.0;
double tmp;
if (x1 <= -65.0) {
tmp = fma((fma(((6.0 * x1) - 3.0), x1, (t_0 * 4.0)) + 9.0), x1, -((-6.0 * t_0) - 1.0)) * x1;
} else if (x1 <= 520.0) {
tmp = x1 + fma(fma((x2 * x1), 8.0, ((((12.0 * x1) - 12.0) * x1) - 6.0)), x2, (((9.0 * x1) - 2.0) * x1));
} else {
tmp = (6.0 - ((3.0 - (fma(t_0, 4.0, 9.0) / x1)) / x1)) * pow(x1, 4.0);
}
return tmp;
}
function code(x1, x2) t_0 = Float64(Float64(2.0 * x2) - 3.0) tmp = 0.0 if (x1 <= -65.0) tmp = Float64(fma(Float64(fma(Float64(Float64(6.0 * x1) - 3.0), x1, Float64(t_0 * 4.0)) + 9.0), x1, Float64(-Float64(Float64(-6.0 * t_0) - 1.0))) * x1); elseif (x1 <= 520.0) tmp = Float64(x1 + fma(fma(Float64(x2 * x1), 8.0, Float64(Float64(Float64(Float64(12.0 * x1) - 12.0) * x1) - 6.0)), x2, Float64(Float64(Float64(9.0 * x1) - 2.0) * x1))); else tmp = Float64(Float64(6.0 - Float64(Float64(3.0 - Float64(fma(t_0, 4.0, 9.0) / x1)) / x1)) * (x1 ^ 4.0)); end return tmp end
code[x1_, x2_] := Block[{t$95$0 = N[(N[(2.0 * x2), $MachinePrecision] - 3.0), $MachinePrecision]}, If[LessEqual[x1, -65.0], N[(N[(N[(N[(N[(N[(6.0 * x1), $MachinePrecision] - 3.0), $MachinePrecision] * x1 + N[(t$95$0 * 4.0), $MachinePrecision]), $MachinePrecision] + 9.0), $MachinePrecision] * x1 + (-N[(N[(-6.0 * t$95$0), $MachinePrecision] - 1.0), $MachinePrecision])), $MachinePrecision] * x1), $MachinePrecision], If[LessEqual[x1, 520.0], N[(x1 + N[(N[(N[(x2 * x1), $MachinePrecision] * 8.0 + N[(N[(N[(N[(12.0 * x1), $MachinePrecision] - 12.0), $MachinePrecision] * x1), $MachinePrecision] - 6.0), $MachinePrecision]), $MachinePrecision] * x2 + N[(N[(N[(9.0 * x1), $MachinePrecision] - 2.0), $MachinePrecision] * x1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(6.0 - N[(N[(3.0 - N[(N[(t$95$0 * 4.0 + 9.0), $MachinePrecision] / x1), $MachinePrecision]), $MachinePrecision] / x1), $MachinePrecision]), $MachinePrecision] * N[Power[x1, 4.0], $MachinePrecision]), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := 2 \cdot x2 - 3\\
\mathbf{if}\;x1 \leq -65:\\
\;\;\;\;\mathsf{fma}\left(\mathsf{fma}\left(6 \cdot x1 - 3, x1, t\_0 \cdot 4\right) + 9, x1, -\left(-6 \cdot t\_0 - 1\right)\right) \cdot x1\\
\mathbf{elif}\;x1 \leq 520:\\
\;\;\;\;x1 + \mathsf{fma}\left(\mathsf{fma}\left(x2 \cdot x1, 8, \left(12 \cdot x1 - 12\right) \cdot x1 - 6\right), x2, \left(9 \cdot x1 - 2\right) \cdot x1\right)\\
\mathbf{else}:\\
\;\;\;\;\left(6 - \frac{3 - \frac{\mathsf{fma}\left(t\_0, 4, 9\right)}{x1}}{x1}\right) \cdot {x1}^{4}\\
\end{array}
\end{array}
if x1 < -65Initial program 28.1%
Taylor expanded in x1 around -inf
*-commutativeN/A
lower-*.f64N/A
Applied rewrites96.3%
Taylor expanded in x1 around 0
Applied rewrites96.3%
if -65 < x1 < 520Initial program 99.5%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f6499.5
Applied rewrites99.5%
Taylor expanded in x1 around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
Applied rewrites86.3%
Taylor expanded in x2 around 0
Applied rewrites98.8%
if 520 < x1 Initial program 46.6%
Taylor expanded in x1 around -inf
*-commutativeN/A
lower-*.f64N/A
Applied rewrites93.3%
(FPCore (x1 x2)
:precision binary64
(let* ((t_0 (- (* 2.0 x2) 3.0)))
(if (or (<= x1 -65.0) (not (<= x1 155.0)))
(*
(fma
(+ (fma (- (* 6.0 x1) 3.0) x1 (* t_0 4.0)) 9.0)
x1
(- (- (* -6.0 t_0) 1.0)))
x1)
(+
x1
(fma
(fma (* x2 x1) 8.0 (- (* (- (* 12.0 x1) 12.0) x1) 6.0))
x2
(* (- (* 9.0 x1) 2.0) x1))))))
double code(double x1, double x2) {
double t_0 = (2.0 * x2) - 3.0;
double tmp;
if ((x1 <= -65.0) || !(x1 <= 155.0)) {
tmp = fma((fma(((6.0 * x1) - 3.0), x1, (t_0 * 4.0)) + 9.0), x1, -((-6.0 * t_0) - 1.0)) * x1;
} else {
tmp = x1 + fma(fma((x2 * x1), 8.0, ((((12.0 * x1) - 12.0) * x1) - 6.0)), x2, (((9.0 * x1) - 2.0) * x1));
}
return tmp;
}
function code(x1, x2) t_0 = Float64(Float64(2.0 * x2) - 3.0) tmp = 0.0 if ((x1 <= -65.0) || !(x1 <= 155.0)) tmp = Float64(fma(Float64(fma(Float64(Float64(6.0 * x1) - 3.0), x1, Float64(t_0 * 4.0)) + 9.0), x1, Float64(-Float64(Float64(-6.0 * t_0) - 1.0))) * x1); else tmp = Float64(x1 + fma(fma(Float64(x2 * x1), 8.0, Float64(Float64(Float64(Float64(12.0 * x1) - 12.0) * x1) - 6.0)), x2, Float64(Float64(Float64(9.0 * x1) - 2.0) * x1))); end return tmp end
code[x1_, x2_] := Block[{t$95$0 = N[(N[(2.0 * x2), $MachinePrecision] - 3.0), $MachinePrecision]}, If[Or[LessEqual[x1, -65.0], N[Not[LessEqual[x1, 155.0]], $MachinePrecision]], N[(N[(N[(N[(N[(N[(6.0 * x1), $MachinePrecision] - 3.0), $MachinePrecision] * x1 + N[(t$95$0 * 4.0), $MachinePrecision]), $MachinePrecision] + 9.0), $MachinePrecision] * x1 + (-N[(N[(-6.0 * t$95$0), $MachinePrecision] - 1.0), $MachinePrecision])), $MachinePrecision] * x1), $MachinePrecision], N[(x1 + N[(N[(N[(x2 * x1), $MachinePrecision] * 8.0 + N[(N[(N[(N[(12.0 * x1), $MachinePrecision] - 12.0), $MachinePrecision] * x1), $MachinePrecision] - 6.0), $MachinePrecision]), $MachinePrecision] * x2 + N[(N[(N[(9.0 * x1), $MachinePrecision] - 2.0), $MachinePrecision] * x1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := 2 \cdot x2 - 3\\
\mathbf{if}\;x1 \leq -65 \lor \neg \left(x1 \leq 155\right):\\
\;\;\;\;\mathsf{fma}\left(\mathsf{fma}\left(6 \cdot x1 - 3, x1, t\_0 \cdot 4\right) + 9, x1, -\left(-6 \cdot t\_0 - 1\right)\right) \cdot x1\\
\mathbf{else}:\\
\;\;\;\;x1 + \mathsf{fma}\left(\mathsf{fma}\left(x2 \cdot x1, 8, \left(12 \cdot x1 - 12\right) \cdot x1 - 6\right), x2, \left(9 \cdot x1 - 2\right) \cdot x1\right)\\
\end{array}
\end{array}
if x1 < -65 or 155 < x1 Initial program 37.3%
Taylor expanded in x1 around -inf
*-commutativeN/A
lower-*.f64N/A
Applied rewrites94.8%
Taylor expanded in x1 around 0
Applied rewrites94.8%
if -65 < x1 < 155Initial program 99.5%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f6499.5
Applied rewrites99.5%
Taylor expanded in x1 around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
Applied rewrites86.3%
Taylor expanded in x2 around 0
Applied rewrites98.8%
Final simplification96.9%
(FPCore (x1 x2)
:precision binary64
(if (<= x1 -2e+179)
(+ x1 (* (* x1 x1) 9.0))
(if (<= x1 -4.3e+77)
(+ x1 (* (* (fma (* x1 x1) -8.0 8.0) (* x2 x2)) x1))
(if (<= x1 -4e-195)
(+ x1 (fma (- (* (* x2 x2) 8.0) 2.0) x1 (* -6.0 x2)))
(if (<= x1 2.5e-254)
(+ x1 (fma (- (* 9.0 x1) 2.0) x1 (* -6.0 x2)))
(if (<= x1 4.5e+87)
(fma (- (* (* (- (* 2.0 x2) 3.0) x2) 4.0) 1.0) x1 (* -6.0 x2))
(+ x1 (fma (* x1 x1) x1 (* -6.0 x2)))))))))
double code(double x1, double x2) {
double tmp;
if (x1 <= -2e+179) {
tmp = x1 + ((x1 * x1) * 9.0);
} else if (x1 <= -4.3e+77) {
tmp = x1 + ((fma((x1 * x1), -8.0, 8.0) * (x2 * x2)) * x1);
} else if (x1 <= -4e-195) {
tmp = x1 + fma((((x2 * x2) * 8.0) - 2.0), x1, (-6.0 * x2));
} else if (x1 <= 2.5e-254) {
tmp = x1 + fma(((9.0 * x1) - 2.0), x1, (-6.0 * x2));
} else if (x1 <= 4.5e+87) {
tmp = fma((((((2.0 * x2) - 3.0) * x2) * 4.0) - 1.0), x1, (-6.0 * x2));
} else {
tmp = x1 + fma((x1 * x1), x1, (-6.0 * x2));
}
return tmp;
}
function code(x1, x2) tmp = 0.0 if (x1 <= -2e+179) tmp = Float64(x1 + Float64(Float64(x1 * x1) * 9.0)); elseif (x1 <= -4.3e+77) tmp = Float64(x1 + Float64(Float64(fma(Float64(x1 * x1), -8.0, 8.0) * Float64(x2 * x2)) * x1)); elseif (x1 <= -4e-195) tmp = Float64(x1 + fma(Float64(Float64(Float64(x2 * x2) * 8.0) - 2.0), x1, Float64(-6.0 * x2))); elseif (x1 <= 2.5e-254) tmp = Float64(x1 + fma(Float64(Float64(9.0 * x1) - 2.0), x1, Float64(-6.0 * x2))); elseif (x1 <= 4.5e+87) tmp = fma(Float64(Float64(Float64(Float64(Float64(2.0 * x2) - 3.0) * x2) * 4.0) - 1.0), x1, Float64(-6.0 * x2)); else tmp = Float64(x1 + fma(Float64(x1 * x1), x1, Float64(-6.0 * x2))); end return tmp end
code[x1_, x2_] := If[LessEqual[x1, -2e+179], N[(x1 + N[(N[(x1 * x1), $MachinePrecision] * 9.0), $MachinePrecision]), $MachinePrecision], If[LessEqual[x1, -4.3e+77], N[(x1 + N[(N[(N[(N[(x1 * x1), $MachinePrecision] * -8.0 + 8.0), $MachinePrecision] * N[(x2 * x2), $MachinePrecision]), $MachinePrecision] * x1), $MachinePrecision]), $MachinePrecision], If[LessEqual[x1, -4e-195], N[(x1 + N[(N[(N[(N[(x2 * x2), $MachinePrecision] * 8.0), $MachinePrecision] - 2.0), $MachinePrecision] * x1 + N[(-6.0 * x2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[x1, 2.5e-254], N[(x1 + N[(N[(N[(9.0 * x1), $MachinePrecision] - 2.0), $MachinePrecision] * x1 + N[(-6.0 * x2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[x1, 4.5e+87], N[(N[(N[(N[(N[(N[(2.0 * x2), $MachinePrecision] - 3.0), $MachinePrecision] * x2), $MachinePrecision] * 4.0), $MachinePrecision] - 1.0), $MachinePrecision] * x1 + N[(-6.0 * x2), $MachinePrecision]), $MachinePrecision], N[(x1 + N[(N[(x1 * x1), $MachinePrecision] * x1 + N[(-6.0 * x2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x1 \leq -2 \cdot 10^{+179}:\\
\;\;\;\;x1 + \left(x1 \cdot x1\right) \cdot 9\\
\mathbf{elif}\;x1 \leq -4.3 \cdot 10^{+77}:\\
\;\;\;\;x1 + \left(\mathsf{fma}\left(x1 \cdot x1, -8, 8\right) \cdot \left(x2 \cdot x2\right)\right) \cdot x1\\
\mathbf{elif}\;x1 \leq -4 \cdot 10^{-195}:\\
\;\;\;\;x1 + \mathsf{fma}\left(\left(x2 \cdot x2\right) \cdot 8 - 2, x1, -6 \cdot x2\right)\\
\mathbf{elif}\;x1 \leq 2.5 \cdot 10^{-254}:\\
\;\;\;\;x1 + \mathsf{fma}\left(9 \cdot x1 - 2, x1, -6 \cdot x2\right)\\
\mathbf{elif}\;x1 \leq 4.5 \cdot 10^{+87}:\\
\;\;\;\;\mathsf{fma}\left(\left(\left(2 \cdot x2 - 3\right) \cdot x2\right) \cdot 4 - 1, x1, -6 \cdot x2\right)\\
\mathbf{else}:\\
\;\;\;\;x1 + \mathsf{fma}\left(x1 \cdot x1, x1, -6 \cdot x2\right)\\
\end{array}
\end{array}
if x1 < -1.99999999999999996e179Initial program 0.0%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f640.0
Applied rewrites0.0%
Taylor expanded in x1 around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
Applied rewrites68.0%
Taylor expanded in x2 around 0
Applied rewrites100.0%
Taylor expanded in x1 around inf
Applied rewrites100.0%
if -1.99999999999999996e179 < x1 < -4.29999999999999991e77Initial program 18.2%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f6418.2
Applied rewrites18.2%
Taylor expanded in x2 around inf
associate-*r/N/A
lower-/.f64N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
+-commutativeN/A
unpow2N/A
lower-fma.f640.2
Applied rewrites0.2%
Taylor expanded in x1 around 0
Applied rewrites51.0%
if -4.29999999999999991e77 < x1 < -4.0000000000000004e-195Initial program 99.4%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f6499.5
Applied rewrites99.5%
Taylor expanded in x1 around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
Applied rewrites74.2%
Taylor expanded in x2 around inf
Applied rewrites74.0%
if -4.0000000000000004e-195 < x1 < 2.5000000000000002e-254Initial program 99.6%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f6499.6
Applied rewrites99.6%
Taylor expanded in x1 around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
Applied rewrites71.3%
Taylor expanded in x2 around 0
Applied rewrites97.6%
if 2.5000000000000002e-254 < x1 < 4.5000000000000003e87Initial program 99.4%
Taylor expanded in x1 around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
lower--.f64N/A
*-commutativeN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower--.f64N/A
lower-*.f64N/A
lower-*.f6475.6
Applied rewrites75.6%
if 4.5000000000000003e87 < x1 Initial program 28.9%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f6428.9
Applied rewrites28.9%
Applied rewrites28.9%
Taylor expanded in x1 around 0
lower-*.f6497.9
Applied rewrites97.9%
(FPCore (x1 x2)
:precision binary64
(let* ((t_0 (* (* (- 6.0 (/ 3.0 x1)) (* x1 x1)) (* x1 x1))))
(if (<= x1 -112.0)
(+ x1 t_0)
(if (<= x1 3900.0)
(+
x1
(fma
(fma (* x2 x1) 8.0 (- (* (- (* 12.0 x1) 12.0) x1) 6.0))
x2
(* (- (* 9.0 x1) 2.0) x1)))
t_0))))
double code(double x1, double x2) {
double t_0 = ((6.0 - (3.0 / x1)) * (x1 * x1)) * (x1 * x1);
double tmp;
if (x1 <= -112.0) {
tmp = x1 + t_0;
} else if (x1 <= 3900.0) {
tmp = x1 + fma(fma((x2 * x1), 8.0, ((((12.0 * x1) - 12.0) * x1) - 6.0)), x2, (((9.0 * x1) - 2.0) * x1));
} else {
tmp = t_0;
}
return tmp;
}
function code(x1, x2) t_0 = Float64(Float64(Float64(6.0 - Float64(3.0 / x1)) * Float64(x1 * x1)) * Float64(x1 * x1)) tmp = 0.0 if (x1 <= -112.0) tmp = Float64(x1 + t_0); elseif (x1 <= 3900.0) tmp = Float64(x1 + fma(fma(Float64(x2 * x1), 8.0, Float64(Float64(Float64(Float64(12.0 * x1) - 12.0) * x1) - 6.0)), x2, Float64(Float64(Float64(9.0 * x1) - 2.0) * x1))); else tmp = t_0; end return tmp end
code[x1_, x2_] := Block[{t$95$0 = N[(N[(N[(6.0 - N[(3.0 / x1), $MachinePrecision]), $MachinePrecision] * N[(x1 * x1), $MachinePrecision]), $MachinePrecision] * N[(x1 * x1), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[x1, -112.0], N[(x1 + t$95$0), $MachinePrecision], If[LessEqual[x1, 3900.0], N[(x1 + N[(N[(N[(x2 * x1), $MachinePrecision] * 8.0 + N[(N[(N[(N[(12.0 * x1), $MachinePrecision] - 12.0), $MachinePrecision] * x1), $MachinePrecision] - 6.0), $MachinePrecision]), $MachinePrecision] * x2 + N[(N[(N[(9.0 * x1), $MachinePrecision] - 2.0), $MachinePrecision] * x1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], t$95$0]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(\left(6 - \frac{3}{x1}\right) \cdot \left(x1 \cdot x1\right)\right) \cdot \left(x1 \cdot x1\right)\\
\mathbf{if}\;x1 \leq -112:\\
\;\;\;\;x1 + t\_0\\
\mathbf{elif}\;x1 \leq 3900:\\
\;\;\;\;x1 + \mathsf{fma}\left(\mathsf{fma}\left(x2 \cdot x1, 8, \left(12 \cdot x1 - 12\right) \cdot x1 - 6\right), x2, \left(9 \cdot x1 - 2\right) \cdot x1\right)\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if x1 < -112Initial program 28.1%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f6428.1
Applied rewrites28.1%
Taylor expanded in x1 around inf
*-commutativeN/A
lower-*.f64N/A
lower--.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f64N/A
lower-pow.f6494.1
Applied rewrites94.1%
Applied rewrites94.0%
if -112 < x1 < 3900Initial program 99.5%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f6499.5
Applied rewrites99.5%
Taylor expanded in x1 around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
Applied rewrites86.3%
Taylor expanded in x2 around 0
Applied rewrites98.8%
if 3900 < x1 Initial program 46.6%
Taylor expanded in x1 around inf
*-commutativeN/A
lower-*.f64N/A
lower--.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f64N/A
lower-pow.f6492.9
Applied rewrites92.9%
Applied rewrites92.9%
(FPCore (x1 x2)
:precision binary64
(let* ((t_0 (* (* (- 6.0 (/ 3.0 x1)) (* x1 x1)) (* x1 x1))))
(if (<= x1 -112.0)
(+ x1 t_0)
(if (<= x1 -4e-195)
(+ x1 (fma (- (* (* x2 x2) 8.0) 2.0) x1 (* -6.0 x2)))
(if (<= x1 2.5e-254)
(+ x1 (fma (- (* 9.0 x1) 2.0) x1 (* -6.0 x2)))
(if (<= x1 520.0)
(fma (- (* (* (- (* 2.0 x2) 3.0) x2) 4.0) 1.0) x1 (* -6.0 x2))
t_0))))))
double code(double x1, double x2) {
double t_0 = ((6.0 - (3.0 / x1)) * (x1 * x1)) * (x1 * x1);
double tmp;
if (x1 <= -112.0) {
tmp = x1 + t_0;
} else if (x1 <= -4e-195) {
tmp = x1 + fma((((x2 * x2) * 8.0) - 2.0), x1, (-6.0 * x2));
} else if (x1 <= 2.5e-254) {
tmp = x1 + fma(((9.0 * x1) - 2.0), x1, (-6.0 * x2));
} else if (x1 <= 520.0) {
tmp = fma((((((2.0 * x2) - 3.0) * x2) * 4.0) - 1.0), x1, (-6.0 * x2));
} else {
tmp = t_0;
}
return tmp;
}
function code(x1, x2) t_0 = Float64(Float64(Float64(6.0 - Float64(3.0 / x1)) * Float64(x1 * x1)) * Float64(x1 * x1)) tmp = 0.0 if (x1 <= -112.0) tmp = Float64(x1 + t_0); elseif (x1 <= -4e-195) tmp = Float64(x1 + fma(Float64(Float64(Float64(x2 * x2) * 8.0) - 2.0), x1, Float64(-6.0 * x2))); elseif (x1 <= 2.5e-254) tmp = Float64(x1 + fma(Float64(Float64(9.0 * x1) - 2.0), x1, Float64(-6.0 * x2))); elseif (x1 <= 520.0) tmp = fma(Float64(Float64(Float64(Float64(Float64(2.0 * x2) - 3.0) * x2) * 4.0) - 1.0), x1, Float64(-6.0 * x2)); else tmp = t_0; end return tmp end
code[x1_, x2_] := Block[{t$95$0 = N[(N[(N[(6.0 - N[(3.0 / x1), $MachinePrecision]), $MachinePrecision] * N[(x1 * x1), $MachinePrecision]), $MachinePrecision] * N[(x1 * x1), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[x1, -112.0], N[(x1 + t$95$0), $MachinePrecision], If[LessEqual[x1, -4e-195], N[(x1 + N[(N[(N[(N[(x2 * x2), $MachinePrecision] * 8.0), $MachinePrecision] - 2.0), $MachinePrecision] * x1 + N[(-6.0 * x2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[x1, 2.5e-254], N[(x1 + N[(N[(N[(9.0 * x1), $MachinePrecision] - 2.0), $MachinePrecision] * x1 + N[(-6.0 * x2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[x1, 520.0], N[(N[(N[(N[(N[(N[(2.0 * x2), $MachinePrecision] - 3.0), $MachinePrecision] * x2), $MachinePrecision] * 4.0), $MachinePrecision] - 1.0), $MachinePrecision] * x1 + N[(-6.0 * x2), $MachinePrecision]), $MachinePrecision], t$95$0]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(\left(6 - \frac{3}{x1}\right) \cdot \left(x1 \cdot x1\right)\right) \cdot \left(x1 \cdot x1\right)\\
\mathbf{if}\;x1 \leq -112:\\
\;\;\;\;x1 + t\_0\\
\mathbf{elif}\;x1 \leq -4 \cdot 10^{-195}:\\
\;\;\;\;x1 + \mathsf{fma}\left(\left(x2 \cdot x2\right) \cdot 8 - 2, x1, -6 \cdot x2\right)\\
\mathbf{elif}\;x1 \leq 2.5 \cdot 10^{-254}:\\
\;\;\;\;x1 + \mathsf{fma}\left(9 \cdot x1 - 2, x1, -6 \cdot x2\right)\\
\mathbf{elif}\;x1 \leq 520:\\
\;\;\;\;\mathsf{fma}\left(\left(\left(2 \cdot x2 - 3\right) \cdot x2\right) \cdot 4 - 1, x1, -6 \cdot x2\right)\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if x1 < -112Initial program 28.1%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f6428.1
Applied rewrites28.1%
Taylor expanded in x1 around inf
*-commutativeN/A
lower-*.f64N/A
lower--.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f64N/A
lower-pow.f6494.1
Applied rewrites94.1%
Applied rewrites94.0%
if -112 < x1 < -4.0000000000000004e-195Initial program 99.6%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f6499.6
Applied rewrites99.6%
Taylor expanded in x1 around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
Applied rewrites97.5%
Taylor expanded in x2 around inf
Applied rewrites97.5%
if -4.0000000000000004e-195 < x1 < 2.5000000000000002e-254Initial program 99.6%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f6499.6
Applied rewrites99.6%
Taylor expanded in x1 around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
Applied rewrites71.3%
Taylor expanded in x2 around 0
Applied rewrites97.6%
if 2.5000000000000002e-254 < x1 < 520Initial program 99.4%
Taylor expanded in x1 around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
lower--.f64N/A
*-commutativeN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower--.f64N/A
lower-*.f64N/A
lower-*.f6490.0
Applied rewrites90.0%
if 520 < x1 Initial program 46.6%
Taylor expanded in x1 around inf
*-commutativeN/A
lower-*.f64N/A
lower--.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f64N/A
lower-pow.f6492.9
Applied rewrites92.9%
Applied rewrites92.9%
(FPCore (x1 x2)
:precision binary64
(let* ((t_0 (* (* (- 6.0 (/ 3.0 x1)) (* x1 x1)) (* x1 x1))))
(if (<= x1 -112.0)
t_0
(if (<= x1 -4e-195)
(+ x1 (fma (- (* (* x2 x2) 8.0) 2.0) x1 (* -6.0 x2)))
(if (<= x1 2.5e-254)
(+ x1 (fma (- (* 9.0 x1) 2.0) x1 (* -6.0 x2)))
(if (<= x1 520.0)
(fma (- (* (* (- (* 2.0 x2) 3.0) x2) 4.0) 1.0) x1 (* -6.0 x2))
t_0))))))
double code(double x1, double x2) {
double t_0 = ((6.0 - (3.0 / x1)) * (x1 * x1)) * (x1 * x1);
double tmp;
if (x1 <= -112.0) {
tmp = t_0;
} else if (x1 <= -4e-195) {
tmp = x1 + fma((((x2 * x2) * 8.0) - 2.0), x1, (-6.0 * x2));
} else if (x1 <= 2.5e-254) {
tmp = x1 + fma(((9.0 * x1) - 2.0), x1, (-6.0 * x2));
} else if (x1 <= 520.0) {
tmp = fma((((((2.0 * x2) - 3.0) * x2) * 4.0) - 1.0), x1, (-6.0 * x2));
} else {
tmp = t_0;
}
return tmp;
}
function code(x1, x2) t_0 = Float64(Float64(Float64(6.0 - Float64(3.0 / x1)) * Float64(x1 * x1)) * Float64(x1 * x1)) tmp = 0.0 if (x1 <= -112.0) tmp = t_0; elseif (x1 <= -4e-195) tmp = Float64(x1 + fma(Float64(Float64(Float64(x2 * x2) * 8.0) - 2.0), x1, Float64(-6.0 * x2))); elseif (x1 <= 2.5e-254) tmp = Float64(x1 + fma(Float64(Float64(9.0 * x1) - 2.0), x1, Float64(-6.0 * x2))); elseif (x1 <= 520.0) tmp = fma(Float64(Float64(Float64(Float64(Float64(2.0 * x2) - 3.0) * x2) * 4.0) - 1.0), x1, Float64(-6.0 * x2)); else tmp = t_0; end return tmp end
code[x1_, x2_] := Block[{t$95$0 = N[(N[(N[(6.0 - N[(3.0 / x1), $MachinePrecision]), $MachinePrecision] * N[(x1 * x1), $MachinePrecision]), $MachinePrecision] * N[(x1 * x1), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[x1, -112.0], t$95$0, If[LessEqual[x1, -4e-195], N[(x1 + N[(N[(N[(N[(x2 * x2), $MachinePrecision] * 8.0), $MachinePrecision] - 2.0), $MachinePrecision] * x1 + N[(-6.0 * x2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[x1, 2.5e-254], N[(x1 + N[(N[(N[(9.0 * x1), $MachinePrecision] - 2.0), $MachinePrecision] * x1 + N[(-6.0 * x2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[x1, 520.0], N[(N[(N[(N[(N[(N[(2.0 * x2), $MachinePrecision] - 3.0), $MachinePrecision] * x2), $MachinePrecision] * 4.0), $MachinePrecision] - 1.0), $MachinePrecision] * x1 + N[(-6.0 * x2), $MachinePrecision]), $MachinePrecision], t$95$0]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(\left(6 - \frac{3}{x1}\right) \cdot \left(x1 \cdot x1\right)\right) \cdot \left(x1 \cdot x1\right)\\
\mathbf{if}\;x1 \leq -112:\\
\;\;\;\;t\_0\\
\mathbf{elif}\;x1 \leq -4 \cdot 10^{-195}:\\
\;\;\;\;x1 + \mathsf{fma}\left(\left(x2 \cdot x2\right) \cdot 8 - 2, x1, -6 \cdot x2\right)\\
\mathbf{elif}\;x1 \leq 2.5 \cdot 10^{-254}:\\
\;\;\;\;x1 + \mathsf{fma}\left(9 \cdot x1 - 2, x1, -6 \cdot x2\right)\\
\mathbf{elif}\;x1 \leq 520:\\
\;\;\;\;\mathsf{fma}\left(\left(\left(2 \cdot x2 - 3\right) \cdot x2\right) \cdot 4 - 1, x1, -6 \cdot x2\right)\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if x1 < -112 or 520 < x1 Initial program 37.3%
Taylor expanded in x1 around inf
*-commutativeN/A
lower-*.f64N/A
lower--.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f64N/A
lower-pow.f6493.5
Applied rewrites93.5%
Applied rewrites93.5%
if -112 < x1 < -4.0000000000000004e-195Initial program 99.6%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f6499.6
Applied rewrites99.6%
Taylor expanded in x1 around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
Applied rewrites97.5%
Taylor expanded in x2 around inf
Applied rewrites97.5%
if -4.0000000000000004e-195 < x1 < 2.5000000000000002e-254Initial program 99.6%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f6499.6
Applied rewrites99.6%
Taylor expanded in x1 around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
Applied rewrites71.3%
Taylor expanded in x2 around 0
Applied rewrites97.6%
if 2.5000000000000002e-254 < x1 < 520Initial program 99.4%
Taylor expanded in x1 around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
lower--.f64N/A
*-commutativeN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower--.f64N/A
lower-*.f64N/A
lower-*.f6490.0
Applied rewrites90.0%
(FPCore (x1 x2)
:precision binary64
(let* ((t_0 (+ x1 (fma (- (* (* x2 x2) 8.0) 2.0) x1 (* -6.0 x2)))))
(if (<= x1 -2e+179)
(+ x1 (* (* x1 x1) 9.0))
(if (<= x1 -4.3e+77)
(+ x1 (* (* (fma (* x1 x1) -8.0 8.0) (* x2 x2)) x1))
(if (<= x1 -4e-195)
t_0
(if (<= x1 2.5e-254)
(+ x1 (fma (- (* 9.0 x1) 2.0) x1 (* -6.0 x2)))
(if (<= x1 4.5e+87) t_0 (+ x1 (fma (* x1 x1) x1 (* -6.0 x2))))))))))
double code(double x1, double x2) {
double t_0 = x1 + fma((((x2 * x2) * 8.0) - 2.0), x1, (-6.0 * x2));
double tmp;
if (x1 <= -2e+179) {
tmp = x1 + ((x1 * x1) * 9.0);
} else if (x1 <= -4.3e+77) {
tmp = x1 + ((fma((x1 * x1), -8.0, 8.0) * (x2 * x2)) * x1);
} else if (x1 <= -4e-195) {
tmp = t_0;
} else if (x1 <= 2.5e-254) {
tmp = x1 + fma(((9.0 * x1) - 2.0), x1, (-6.0 * x2));
} else if (x1 <= 4.5e+87) {
tmp = t_0;
} else {
tmp = x1 + fma((x1 * x1), x1, (-6.0 * x2));
}
return tmp;
}
function code(x1, x2) t_0 = Float64(x1 + fma(Float64(Float64(Float64(x2 * x2) * 8.0) - 2.0), x1, Float64(-6.0 * x2))) tmp = 0.0 if (x1 <= -2e+179) tmp = Float64(x1 + Float64(Float64(x1 * x1) * 9.0)); elseif (x1 <= -4.3e+77) tmp = Float64(x1 + Float64(Float64(fma(Float64(x1 * x1), -8.0, 8.0) * Float64(x2 * x2)) * x1)); elseif (x1 <= -4e-195) tmp = t_0; elseif (x1 <= 2.5e-254) tmp = Float64(x1 + fma(Float64(Float64(9.0 * x1) - 2.0), x1, Float64(-6.0 * x2))); elseif (x1 <= 4.5e+87) tmp = t_0; else tmp = Float64(x1 + fma(Float64(x1 * x1), x1, Float64(-6.0 * x2))); end return tmp end
code[x1_, x2_] := Block[{t$95$0 = N[(x1 + N[(N[(N[(N[(x2 * x2), $MachinePrecision] * 8.0), $MachinePrecision] - 2.0), $MachinePrecision] * x1 + N[(-6.0 * x2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[x1, -2e+179], N[(x1 + N[(N[(x1 * x1), $MachinePrecision] * 9.0), $MachinePrecision]), $MachinePrecision], If[LessEqual[x1, -4.3e+77], N[(x1 + N[(N[(N[(N[(x1 * x1), $MachinePrecision] * -8.0 + 8.0), $MachinePrecision] * N[(x2 * x2), $MachinePrecision]), $MachinePrecision] * x1), $MachinePrecision]), $MachinePrecision], If[LessEqual[x1, -4e-195], t$95$0, If[LessEqual[x1, 2.5e-254], N[(x1 + N[(N[(N[(9.0 * x1), $MachinePrecision] - 2.0), $MachinePrecision] * x1 + N[(-6.0 * x2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[x1, 4.5e+87], t$95$0, N[(x1 + N[(N[(x1 * x1), $MachinePrecision] * x1 + N[(-6.0 * x2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := x1 + \mathsf{fma}\left(\left(x2 \cdot x2\right) \cdot 8 - 2, x1, -6 \cdot x2\right)\\
\mathbf{if}\;x1 \leq -2 \cdot 10^{+179}:\\
\;\;\;\;x1 + \left(x1 \cdot x1\right) \cdot 9\\
\mathbf{elif}\;x1 \leq -4.3 \cdot 10^{+77}:\\
\;\;\;\;x1 + \left(\mathsf{fma}\left(x1 \cdot x1, -8, 8\right) \cdot \left(x2 \cdot x2\right)\right) \cdot x1\\
\mathbf{elif}\;x1 \leq -4 \cdot 10^{-195}:\\
\;\;\;\;t\_0\\
\mathbf{elif}\;x1 \leq 2.5 \cdot 10^{-254}:\\
\;\;\;\;x1 + \mathsf{fma}\left(9 \cdot x1 - 2, x1, -6 \cdot x2\right)\\
\mathbf{elif}\;x1 \leq 4.5 \cdot 10^{+87}:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;x1 + \mathsf{fma}\left(x1 \cdot x1, x1, -6 \cdot x2\right)\\
\end{array}
\end{array}
if x1 < -1.99999999999999996e179Initial program 0.0%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f640.0
Applied rewrites0.0%
Taylor expanded in x1 around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
Applied rewrites68.0%
Taylor expanded in x2 around 0
Applied rewrites100.0%
Taylor expanded in x1 around inf
Applied rewrites100.0%
if -1.99999999999999996e179 < x1 < -4.29999999999999991e77Initial program 18.2%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f6418.2
Applied rewrites18.2%
Taylor expanded in x2 around inf
associate-*r/N/A
lower-/.f64N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
+-commutativeN/A
unpow2N/A
lower-fma.f640.2
Applied rewrites0.2%
Taylor expanded in x1 around 0
Applied rewrites51.0%
if -4.29999999999999991e77 < x1 < -4.0000000000000004e-195 or 2.5000000000000002e-254 < x1 < 4.5000000000000003e87Initial program 99.4%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f6499.4
Applied rewrites99.4%
Taylor expanded in x1 around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
Applied rewrites74.8%
Taylor expanded in x2 around inf
Applied rewrites74.9%
if -4.0000000000000004e-195 < x1 < 2.5000000000000002e-254Initial program 99.6%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f6499.6
Applied rewrites99.6%
Taylor expanded in x1 around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
Applied rewrites71.3%
Taylor expanded in x2 around 0
Applied rewrites97.6%
if 4.5000000000000003e87 < x1 Initial program 28.9%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f6428.9
Applied rewrites28.9%
Applied rewrites28.9%
Taylor expanded in x1 around 0
lower-*.f6497.9
Applied rewrites97.9%
(FPCore (x1 x2)
:precision binary64
(let* ((t_0 (+ x1 (fma (- (* (* x2 x2) 8.0) 2.0) x1 (* -6.0 x2)))))
(if (<= x1 -1.85e+25)
(+ x1 (* (* x1 x1) 9.0))
(if (<= x1 -4e-195)
t_0
(if (<= x1 2.5e-254)
(+ x1 (fma (- (* 9.0 x1) 2.0) x1 (* -6.0 x2)))
(if (<= x1 4.5e+87) t_0 (+ x1 (fma (* x1 x1) x1 (* -6.0 x2)))))))))
double code(double x1, double x2) {
double t_0 = x1 + fma((((x2 * x2) * 8.0) - 2.0), x1, (-6.0 * x2));
double tmp;
if (x1 <= -1.85e+25) {
tmp = x1 + ((x1 * x1) * 9.0);
} else if (x1 <= -4e-195) {
tmp = t_0;
} else if (x1 <= 2.5e-254) {
tmp = x1 + fma(((9.0 * x1) - 2.0), x1, (-6.0 * x2));
} else if (x1 <= 4.5e+87) {
tmp = t_0;
} else {
tmp = x1 + fma((x1 * x1), x1, (-6.0 * x2));
}
return tmp;
}
function code(x1, x2) t_0 = Float64(x1 + fma(Float64(Float64(Float64(x2 * x2) * 8.0) - 2.0), x1, Float64(-6.0 * x2))) tmp = 0.0 if (x1 <= -1.85e+25) tmp = Float64(x1 + Float64(Float64(x1 * x1) * 9.0)); elseif (x1 <= -4e-195) tmp = t_0; elseif (x1 <= 2.5e-254) tmp = Float64(x1 + fma(Float64(Float64(9.0 * x1) - 2.0), x1, Float64(-6.0 * x2))); elseif (x1 <= 4.5e+87) tmp = t_0; else tmp = Float64(x1 + fma(Float64(x1 * x1), x1, Float64(-6.0 * x2))); end return tmp end
code[x1_, x2_] := Block[{t$95$0 = N[(x1 + N[(N[(N[(N[(x2 * x2), $MachinePrecision] * 8.0), $MachinePrecision] - 2.0), $MachinePrecision] * x1 + N[(-6.0 * x2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[x1, -1.85e+25], N[(x1 + N[(N[(x1 * x1), $MachinePrecision] * 9.0), $MachinePrecision]), $MachinePrecision], If[LessEqual[x1, -4e-195], t$95$0, If[LessEqual[x1, 2.5e-254], N[(x1 + N[(N[(N[(9.0 * x1), $MachinePrecision] - 2.0), $MachinePrecision] * x1 + N[(-6.0 * x2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[x1, 4.5e+87], t$95$0, N[(x1 + N[(N[(x1 * x1), $MachinePrecision] * x1 + N[(-6.0 * x2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := x1 + \mathsf{fma}\left(\left(x2 \cdot x2\right) \cdot 8 - 2, x1, -6 \cdot x2\right)\\
\mathbf{if}\;x1 \leq -1.85 \cdot 10^{+25}:\\
\;\;\;\;x1 + \left(x1 \cdot x1\right) \cdot 9\\
\mathbf{elif}\;x1 \leq -4 \cdot 10^{-195}:\\
\;\;\;\;t\_0\\
\mathbf{elif}\;x1 \leq 2.5 \cdot 10^{-254}:\\
\;\;\;\;x1 + \mathsf{fma}\left(9 \cdot x1 - 2, x1, -6 \cdot x2\right)\\
\mathbf{elif}\;x1 \leq 4.5 \cdot 10^{+87}:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;x1 + \mathsf{fma}\left(x1 \cdot x1, x1, -6 \cdot x2\right)\\
\end{array}
\end{array}
if x1 < -1.8499999999999999e25Initial program 20.3%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f6420.3
Applied rewrites20.3%
Taylor expanded in x1 around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
Applied rewrites43.4%
Taylor expanded in x2 around 0
Applied rewrites57.2%
Taylor expanded in x1 around inf
Applied rewrites57.2%
if -1.8499999999999999e25 < x1 < -4.0000000000000004e-195 or 2.5000000000000002e-254 < x1 < 4.5000000000000003e87Initial program 99.5%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f6499.5
Applied rewrites99.5%
Taylor expanded in x1 around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
Applied rewrites79.1%
Taylor expanded in x2 around inf
Applied rewrites79.2%
if -4.0000000000000004e-195 < x1 < 2.5000000000000002e-254Initial program 99.6%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f6499.6
Applied rewrites99.6%
Taylor expanded in x1 around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
Applied rewrites71.3%
Taylor expanded in x2 around 0
Applied rewrites97.6%
if 4.5000000000000003e87 < x1 Initial program 28.9%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f6428.9
Applied rewrites28.9%
Applied rewrites28.9%
Taylor expanded in x1 around 0
lower-*.f6497.9
Applied rewrites97.9%
(FPCore (x1 x2)
:precision binary64
(if (<= x1 -3.8e-89)
(+ x1 (* (- (* 9.0 x1) 2.0) x1))
(if (<= x1 3.15e-86)
(* -6.0 x2)
(if (<= x1 4.5e+87)
(+ x1 (* (* (* x2 x2) x1) 8.0))
(+ x1 (fma (* x1 x1) x1 (* -6.0 x2)))))))
double code(double x1, double x2) {
double tmp;
if (x1 <= -3.8e-89) {
tmp = x1 + (((9.0 * x1) - 2.0) * x1);
} else if (x1 <= 3.15e-86) {
tmp = -6.0 * x2;
} else if (x1 <= 4.5e+87) {
tmp = x1 + (((x2 * x2) * x1) * 8.0);
} else {
tmp = x1 + fma((x1 * x1), x1, (-6.0 * x2));
}
return tmp;
}
function code(x1, x2) tmp = 0.0 if (x1 <= -3.8e-89) tmp = Float64(x1 + Float64(Float64(Float64(9.0 * x1) - 2.0) * x1)); elseif (x1 <= 3.15e-86) tmp = Float64(-6.0 * x2); elseif (x1 <= 4.5e+87) tmp = Float64(x1 + Float64(Float64(Float64(x2 * x2) * x1) * 8.0)); else tmp = Float64(x1 + fma(Float64(x1 * x1), x1, Float64(-6.0 * x2))); end return tmp end
code[x1_, x2_] := If[LessEqual[x1, -3.8e-89], N[(x1 + N[(N[(N[(9.0 * x1), $MachinePrecision] - 2.0), $MachinePrecision] * x1), $MachinePrecision]), $MachinePrecision], If[LessEqual[x1, 3.15e-86], N[(-6.0 * x2), $MachinePrecision], If[LessEqual[x1, 4.5e+87], N[(x1 + N[(N[(N[(x2 * x2), $MachinePrecision] * x1), $MachinePrecision] * 8.0), $MachinePrecision]), $MachinePrecision], N[(x1 + N[(N[(x1 * x1), $MachinePrecision] * x1 + N[(-6.0 * x2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x1 \leq -3.8 \cdot 10^{-89}:\\
\;\;\;\;x1 + \left(9 \cdot x1 - 2\right) \cdot x1\\
\mathbf{elif}\;x1 \leq 3.15 \cdot 10^{-86}:\\
\;\;\;\;-6 \cdot x2\\
\mathbf{elif}\;x1 \leq 4.5 \cdot 10^{+87}:\\
\;\;\;\;x1 + \left(\left(x2 \cdot x2\right) \cdot x1\right) \cdot 8\\
\mathbf{else}:\\
\;\;\;\;x1 + \mathsf{fma}\left(x1 \cdot x1, x1, -6 \cdot x2\right)\\
\end{array}
\end{array}
if x1 < -3.8000000000000001e-89Initial program 41.6%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f6441.6
Applied rewrites41.6%
Taylor expanded in x1 around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
Applied rewrites50.1%
Taylor expanded in x2 around 0
Applied rewrites51.3%
if -3.8000000000000001e-89 < x1 < 3.15e-86Initial program 99.6%
Taylor expanded in x1 around 0
lower-*.f6465.2
Applied rewrites65.2%
if 3.15e-86 < x1 < 4.5000000000000003e87Initial program 99.4%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f6499.4
Applied rewrites99.4%
Taylor expanded in x1 around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
Applied rewrites57.5%
Taylor expanded in x2 around inf
Applied rewrites42.4%
if 4.5000000000000003e87 < x1 Initial program 28.9%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f6428.9
Applied rewrites28.9%
Applied rewrites28.9%
Taylor expanded in x1 around 0
lower-*.f6497.9
Applied rewrites97.9%
(FPCore (x1 x2) :precision binary64 (if (or (<= x1 -3.8e-89) (not (<= x1 1.8e-134))) (+ x1 (* (- (* 9.0 x1) 2.0) x1)) (* -6.0 x2)))
double code(double x1, double x2) {
double tmp;
if ((x1 <= -3.8e-89) || !(x1 <= 1.8e-134)) {
tmp = x1 + (((9.0 * x1) - 2.0) * 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 ((x1 <= (-3.8d-89)) .or. (.not. (x1 <= 1.8d-134))) then
tmp = x1 + (((9.0d0 * x1) - 2.0d0) * x1)
else
tmp = (-6.0d0) * x2
end if
code = tmp
end function
public static double code(double x1, double x2) {
double tmp;
if ((x1 <= -3.8e-89) || !(x1 <= 1.8e-134)) {
tmp = x1 + (((9.0 * x1) - 2.0) * x1);
} else {
tmp = -6.0 * x2;
}
return tmp;
}
def code(x1, x2): tmp = 0 if (x1 <= -3.8e-89) or not (x1 <= 1.8e-134): tmp = x1 + (((9.0 * x1) - 2.0) * x1) else: tmp = -6.0 * x2 return tmp
function code(x1, x2) tmp = 0.0 if ((x1 <= -3.8e-89) || !(x1 <= 1.8e-134)) tmp = Float64(x1 + Float64(Float64(Float64(9.0 * x1) - 2.0) * x1)); else tmp = Float64(-6.0 * x2); end return tmp end
function tmp_2 = code(x1, x2) tmp = 0.0; if ((x1 <= -3.8e-89) || ~((x1 <= 1.8e-134))) tmp = x1 + (((9.0 * x1) - 2.0) * x1); else tmp = -6.0 * x2; end tmp_2 = tmp; end
code[x1_, x2_] := If[Or[LessEqual[x1, -3.8e-89], N[Not[LessEqual[x1, 1.8e-134]], $MachinePrecision]], N[(x1 + N[(N[(N[(9.0 * x1), $MachinePrecision] - 2.0), $MachinePrecision] * x1), $MachinePrecision]), $MachinePrecision], N[(-6.0 * x2), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x1 \leq -3.8 \cdot 10^{-89} \lor \neg \left(x1 \leq 1.8 \cdot 10^{-134}\right):\\
\;\;\;\;x1 + \left(9 \cdot x1 - 2\right) \cdot x1\\
\mathbf{else}:\\
\;\;\;\;-6 \cdot x2\\
\end{array}
\end{array}
if x1 < -3.8000000000000001e-89 or 1.79999999999999995e-134 < x1 Initial program 53.9%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f6453.9
Applied rewrites53.9%
Taylor expanded in x1 around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
Applied rewrites57.4%
Taylor expanded in x2 around 0
Applied rewrites50.1%
if -3.8000000000000001e-89 < x1 < 1.79999999999999995e-134Initial program 99.7%
Taylor expanded in x1 around 0
lower-*.f6470.2
Applied rewrites70.2%
Final simplification57.3%
(FPCore (x1 x2) :precision binary64 (if (or (<= x2 -2.45e-154) (not (<= x2 6.4e-150))) (* -6.0 x2) (+ x1 (* -2.0 x1))))
double code(double x1, double x2) {
double tmp;
if ((x2 <= -2.45e-154) || !(x2 <= 6.4e-150)) {
tmp = -6.0 * x2;
} else {
tmp = x1 + (-2.0 * x1);
}
return tmp;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(x1, x2)
use fmin_fmax_functions
real(8), intent (in) :: x1
real(8), intent (in) :: x2
real(8) :: tmp
if ((x2 <= (-2.45d-154)) .or. (.not. (x2 <= 6.4d-150))) then
tmp = (-6.0d0) * x2
else
tmp = x1 + ((-2.0d0) * x1)
end if
code = tmp
end function
public static double code(double x1, double x2) {
double tmp;
if ((x2 <= -2.45e-154) || !(x2 <= 6.4e-150)) {
tmp = -6.0 * x2;
} else {
tmp = x1 + (-2.0 * x1);
}
return tmp;
}
def code(x1, x2): tmp = 0 if (x2 <= -2.45e-154) or not (x2 <= 6.4e-150): tmp = -6.0 * x2 else: tmp = x1 + (-2.0 * x1) return tmp
function code(x1, x2) tmp = 0.0 if ((x2 <= -2.45e-154) || !(x2 <= 6.4e-150)) tmp = Float64(-6.0 * x2); else tmp = Float64(x1 + Float64(-2.0 * x1)); end return tmp end
function tmp_2 = code(x1, x2) tmp = 0.0; if ((x2 <= -2.45e-154) || ~((x2 <= 6.4e-150))) tmp = -6.0 * x2; else tmp = x1 + (-2.0 * x1); end tmp_2 = tmp; end
code[x1_, x2_] := If[Or[LessEqual[x2, -2.45e-154], N[Not[LessEqual[x2, 6.4e-150]], $MachinePrecision]], N[(-6.0 * x2), $MachinePrecision], N[(x1 + N[(-2.0 * x1), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x2 \leq -2.45 \cdot 10^{-154} \lor \neg \left(x2 \leq 6.4 \cdot 10^{-150}\right):\\
\;\;\;\;-6 \cdot x2\\
\mathbf{else}:\\
\;\;\;\;x1 + -2 \cdot x1\\
\end{array}
\end{array}
if x2 < -2.44999999999999998e-154 or 6.3999999999999996e-150 < x2 Initial program 71.2%
Taylor expanded in x1 around 0
lower-*.f6434.5
Applied rewrites34.5%
if -2.44999999999999998e-154 < x2 < 6.3999999999999996e-150Initial program 67.9%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f6467.9
Applied rewrites67.9%
Taylor expanded in x1 around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
Applied rewrites72.9%
Taylor expanded in x2 around 0
Applied rewrites62.5%
Taylor expanded in x1 around 0
Applied rewrites39.4%
Final simplification35.8%
(FPCore (x1 x2) :precision binary64 (if (<= x2 -2.45e-154) (* -6.0 x2) (if (<= x2 6.4e-150) (+ x1 (* -2.0 x1)) (+ x1 (* -6.0 x2)))))
double code(double x1, double x2) {
double tmp;
if (x2 <= -2.45e-154) {
tmp = -6.0 * x2;
} else if (x2 <= 6.4e-150) {
tmp = x1 + (-2.0 * 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 <= (-2.45d-154)) then
tmp = (-6.0d0) * x2
else if (x2 <= 6.4d-150) then
tmp = x1 + ((-2.0d0) * 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 <= -2.45e-154) {
tmp = -6.0 * x2;
} else if (x2 <= 6.4e-150) {
tmp = x1 + (-2.0 * x1);
} else {
tmp = x1 + (-6.0 * x2);
}
return tmp;
}
def code(x1, x2): tmp = 0 if x2 <= -2.45e-154: tmp = -6.0 * x2 elif x2 <= 6.4e-150: tmp = x1 + (-2.0 * x1) else: tmp = x1 + (-6.0 * x2) return tmp
function code(x1, x2) tmp = 0.0 if (x2 <= -2.45e-154) tmp = Float64(-6.0 * x2); elseif (x2 <= 6.4e-150) tmp = Float64(x1 + Float64(-2.0 * x1)); else tmp = Float64(x1 + Float64(-6.0 * x2)); end return tmp end
function tmp_2 = code(x1, x2) tmp = 0.0; if (x2 <= -2.45e-154) tmp = -6.0 * x2; elseif (x2 <= 6.4e-150) tmp = x1 + (-2.0 * x1); else tmp = x1 + (-6.0 * x2); end tmp_2 = tmp; end
code[x1_, x2_] := If[LessEqual[x2, -2.45e-154], N[(-6.0 * x2), $MachinePrecision], If[LessEqual[x2, 6.4e-150], N[(x1 + N[(-2.0 * x1), $MachinePrecision]), $MachinePrecision], N[(x1 + N[(-6.0 * x2), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x2 \leq -2.45 \cdot 10^{-154}:\\
\;\;\;\;-6 \cdot x2\\
\mathbf{elif}\;x2 \leq 6.4 \cdot 10^{-150}:\\
\;\;\;\;x1 + -2 \cdot x1\\
\mathbf{else}:\\
\;\;\;\;x1 + -6 \cdot x2\\
\end{array}
\end{array}
if x2 < -2.44999999999999998e-154Initial program 74.7%
Taylor expanded in x1 around 0
lower-*.f6443.9
Applied rewrites43.9%
if -2.44999999999999998e-154 < x2 < 6.3999999999999996e-150Initial program 67.9%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f6467.9
Applied rewrites67.9%
Taylor expanded in x1 around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
Applied rewrites72.9%
Taylor expanded in x2 around 0
Applied rewrites62.5%
Taylor expanded in x1 around 0
Applied rewrites39.4%
if 6.3999999999999996e-150 < x2 Initial program 67.3%
lift-+.f64N/A
+-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lower-fma.f6467.3
Applied rewrites67.3%
Taylor expanded in x1 around 0
lower-*.f6425.1
Applied rewrites25.1%
(FPCore (x1 x2) :precision binary64 (* -6.0 x2))
double code(double x1, double x2) {
return -6.0 * x2;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(x1, x2)
use fmin_fmax_functions
real(8), intent (in) :: x1
real(8), intent (in) :: x2
code = (-6.0d0) * x2
end function
public static double code(double x1, double x2) {
return -6.0 * x2;
}
def code(x1, x2): return -6.0 * x2
function code(x1, x2) return Float64(-6.0 * x2) end
function tmp = code(x1, x2) tmp = -6.0 * x2; end
code[x1_, x2_] := N[(-6.0 * x2), $MachinePrecision]
\begin{array}{l}
\\
-6 \cdot x2
\end{array}
Initial program 70.4%
Taylor expanded in x1 around 0
lower-*.f6428.8
Applied rewrites28.8%
herbie shell --seed 2024360
(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))))))