
(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 5 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) x1))
(t_2 (- (* 2.0 x2) 3.0))
(t_3 (+ (* x1 x1) 1.0))
(t_4 (/ (+ (+ t_0 (* 2.0 x2)) (* -1.0 x1)) t_3))
(t_5 (* t_0 t_4))
(t_6 (* 3.0 (/ (+ (- t_0 (* 2.0 x2)) (* -1.0 x1)) t_3)))
(t_7 (* (* (* 2.0 x1) t_4) (+ t_4 (* -1.0 3.0)))))
(if (<=
(+
x1
(+
(+
(+ (+ (* (+ t_7 (* (* x1 x1) (- (* 4.0 t_4) 6.0))) t_3) t_5) t_1)
x1)
t_6))
INFINITY)
(+
x1
(+
(+
(+
(+
(*
(+
t_7
(*
(* x1 x1)
(- (* 4.0 (/ (- (fma 2.0 x2 (* 3.0 (* x1 x1))) x1) t_3)) 6.0)))
t_3)
t_5)
t_1)
x1)
t_6))
(+
x1
(*
(pow x1 4.0)
(-
6.0
(/
(-
3.0
(/
(+
9.0
(fma -1.0 (/ (+ 2.0 (* -2.0 (+ 1.0 (* 3.0 t_2)))) x1) (* 4.0 t_2)))
x1))
x1)))))))
double code(double x1, double x2) {
double t_0 = (3.0 * x1) * x1;
double t_1 = (x1 * x1) * x1;
double t_2 = (2.0 * x2) - 3.0;
double t_3 = (x1 * x1) + 1.0;
double t_4 = ((t_0 + (2.0 * x2)) + (-1.0 * x1)) / t_3;
double t_5 = t_0 * t_4;
double t_6 = 3.0 * (((t_0 - (2.0 * x2)) + (-1.0 * x1)) / t_3);
double t_7 = ((2.0 * x1) * t_4) * (t_4 + (-1.0 * 3.0));
double tmp;
if ((x1 + ((((((t_7 + ((x1 * x1) * ((4.0 * t_4) - 6.0))) * t_3) + t_5) + t_1) + x1) + t_6)) <= ((double) INFINITY)) {
tmp = x1 + ((((((t_7 + ((x1 * x1) * ((4.0 * ((fma(2.0, x2, (3.0 * (x1 * x1))) - x1) / t_3)) - 6.0))) * t_3) + t_5) + t_1) + x1) + t_6);
} else {
tmp = x1 + (pow(x1, 4.0) * (6.0 - ((3.0 - ((9.0 + fma(-1.0, ((2.0 + (-2.0 * (1.0 + (3.0 * t_2)))) / x1), (4.0 * t_2))) / x1)) / x1)));
}
return tmp;
}
function code(x1, x2) t_0 = Float64(Float64(3.0 * x1) * x1) t_1 = Float64(Float64(x1 * x1) * x1) t_2 = Float64(Float64(2.0 * x2) - 3.0) t_3 = Float64(Float64(x1 * x1) + 1.0) t_4 = Float64(Float64(Float64(t_0 + Float64(2.0 * x2)) + Float64(-1.0 * x1)) / t_3) t_5 = Float64(t_0 * t_4) t_6 = Float64(3.0 * Float64(Float64(Float64(t_0 - Float64(2.0 * x2)) + Float64(-1.0 * x1)) / t_3)) t_7 = Float64(Float64(Float64(2.0 * x1) * t_4) * Float64(t_4 + Float64(-1.0 * 3.0))) tmp = 0.0 if (Float64(x1 + Float64(Float64(Float64(Float64(Float64(Float64(t_7 + Float64(Float64(x1 * x1) * Float64(Float64(4.0 * t_4) - 6.0))) * t_3) + t_5) + t_1) + x1) + t_6)) <= Inf) tmp = Float64(x1 + Float64(Float64(Float64(Float64(Float64(Float64(t_7 + Float64(Float64(x1 * x1) * Float64(Float64(4.0 * Float64(Float64(fma(2.0, x2, Float64(3.0 * Float64(x1 * x1))) - x1) / t_3)) - 6.0))) * t_3) + t_5) + t_1) + x1) + t_6)); else tmp = Float64(x1 + Float64((x1 ^ 4.0) * Float64(6.0 - Float64(Float64(3.0 - Float64(Float64(9.0 + fma(-1.0, Float64(Float64(2.0 + Float64(-2.0 * Float64(1.0 + Float64(3.0 * t_2)))) / x1), Float64(4.0 * t_2))) / 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] * x1), $MachinePrecision]}, Block[{t$95$2 = N[(N[(2.0 * x2), $MachinePrecision] - 3.0), $MachinePrecision]}, Block[{t$95$3 = N[(N[(x1 * x1), $MachinePrecision] + 1.0), $MachinePrecision]}, Block[{t$95$4 = N[(N[(N[(t$95$0 + N[(2.0 * x2), $MachinePrecision]), $MachinePrecision] + N[(-1.0 * x1), $MachinePrecision]), $MachinePrecision] / t$95$3), $MachinePrecision]}, Block[{t$95$5 = N[(t$95$0 * t$95$4), $MachinePrecision]}, Block[{t$95$6 = N[(3.0 * N[(N[(N[(t$95$0 - N[(2.0 * x2), $MachinePrecision]), $MachinePrecision] + N[(-1.0 * x1), $MachinePrecision]), $MachinePrecision] / t$95$3), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$7 = N[(N[(N[(2.0 * x1), $MachinePrecision] * t$95$4), $MachinePrecision] * N[(t$95$4 + N[(-1.0 * 3.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[N[(x1 + N[(N[(N[(N[(N[(N[(t$95$7 + N[(N[(x1 * x1), $MachinePrecision] * N[(N[(4.0 * t$95$4), $MachinePrecision] - 6.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * t$95$3), $MachinePrecision] + t$95$5), $MachinePrecision] + t$95$1), $MachinePrecision] + x1), $MachinePrecision] + t$95$6), $MachinePrecision]), $MachinePrecision], Infinity], N[(x1 + N[(N[(N[(N[(N[(N[(t$95$7 + N[(N[(x1 * x1), $MachinePrecision] * N[(N[(4.0 * N[(N[(N[(2.0 * x2 + N[(3.0 * N[(x1 * x1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - x1), $MachinePrecision] / t$95$3), $MachinePrecision]), $MachinePrecision] - 6.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * t$95$3), $MachinePrecision] + t$95$5), $MachinePrecision] + t$95$1), $MachinePrecision] + x1), $MachinePrecision] + t$95$6), $MachinePrecision]), $MachinePrecision], N[(x1 + N[(N[Power[x1, 4.0], $MachinePrecision] * N[(6.0 - N[(N[(3.0 - N[(N[(9.0 + N[(-1.0 * N[(N[(2.0 + N[(-2.0 * N[(1.0 + N[(3.0 * t$95$2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / x1), $MachinePrecision] + N[(4.0 * t$95$2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / x1), $MachinePrecision]), $MachinePrecision] / x1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(3 \cdot x1\right) \cdot x1\\
t_1 := \left(x1 \cdot x1\right) \cdot x1\\
t_2 := 2 \cdot x2 - 3\\
t_3 := x1 \cdot x1 + 1\\
t_4 := \frac{\left(t\_0 + 2 \cdot x2\right) + -1 \cdot x1}{t\_3}\\
t_5 := t\_0 \cdot t\_4\\
t_6 := 3 \cdot \frac{\left(t\_0 - 2 \cdot x2\right) + -1 \cdot x1}{t\_3}\\
t_7 := \left(\left(2 \cdot x1\right) \cdot t\_4\right) \cdot \left(t\_4 + -1 \cdot 3\right)\\
\mathbf{if}\;x1 + \left(\left(\left(\left(\left(t\_7 + \left(x1 \cdot x1\right) \cdot \left(4 \cdot t\_4 - 6\right)\right) \cdot t\_3 + t\_5\right) + t\_1\right) + x1\right) + t\_6\right) \leq \infty:\\
\;\;\;\;x1 + \left(\left(\left(\left(\left(t\_7 + \left(x1 \cdot x1\right) \cdot \left(4 \cdot \frac{\mathsf{fma}\left(2, x2, 3 \cdot \left(x1 \cdot x1\right)\right) - x1}{t\_3} - 6\right)\right) \cdot t\_3 + t\_5\right) + t\_1\right) + x1\right) + t\_6\right)\\
\mathbf{else}:\\
\;\;\;\;x1 + {x1}^{4} \cdot \left(6 - \frac{3 - \frac{9 + \mathsf{fma}\left(-1, \frac{2 + -2 \cdot \left(1 + 3 \cdot t\_2\right)}{x1}, 4 \cdot t\_2\right)}{x1}}{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 99.4%
Taylor expanded in x2 around 0
lower--.f64N/A
lower-fma.f64N/A
lower-*.f64N/A
pow2N/A
lift-*.f6499.4
Applied rewrites99.4%
if +inf.0 < (+.f64 x1 (+.f64 (+.f64 (+.f64 (+.f64 (*.f64 (+.f64 (*.f64 (*.f64 (*.f64 #s(literal 2 binary64) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) (-.f64 (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) #s(literal 3 binary64))) (*.f64 (*.f64 x1 x1) (-.f64 (*.f64 #s(literal 4 binary64) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) #s(literal 6 binary64)))) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) (*.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))))) (*.f64 (*.f64 x1 x1) x1)) x1) (*.f64 #s(literal 3 binary64) (/.f64 (-.f64 (-.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))))) Initial program 0.0%
Taylor expanded in x1 around -inf
lower-*.f64N/A
Applied rewrites100.0%
Final simplification99.6%
(FPCore (x1 x2)
:precision binary64
(let* ((t_0 (* (* x1 x1) x1))
(t_1 (+ (* x1 x1) 1.0))
(t_2 (- (* 3.0 (* x1 x1)) x1))
(t_3 (+ 1.0 (* x1 x1)))
(t_4 (/ (* x1 x1) t_3))
(t_5 (- (* 3.0 t_4) (+ 3.0 (/ x1 t_3))))
(t_6 (- (* 2.0 x2) 3.0))
(t_7 (* (* 3.0 x1) x1))
(t_8 (/ (+ (+ t_7 (* 2.0 x2)) (* -1.0 x1)) t_1))
(t_9 (/ t_2 t_3)))
(if (<=
(+
x1
(+
(+
(+
(+
(*
(+
(* (* (* 2.0 x1) t_8) (+ t_8 (* -1.0 3.0)))
(* (* x1 x1) (- (* 4.0 t_8) 6.0)))
t_1)
(* t_7 t_8))
t_0)
x1)
(* 3.0 (/ (+ (- t_7 (* 2.0 x2)) (* -1.0 x1)) t_1))))
INFINITY)
(fma
2.0
x1
(fma
3.0
(/ (* (* x1 x1) t_2) t_3)
(fma
3.0
t_9
(fma
x2
(-
(fma
6.0
t_4
(fma
8.0
(/ (* x1 x2) t_3)
(*
t_3
(fma 2.0 (/ (* x1 (fma 2.0 t_5 (* 2.0 t_9))) t_3) (* 8.0 t_4)))))
(* 6.0 (pow t_3 -1.0)))
(fma
t_3
(fma
2.0
(/ (* x1 (* t_5 t_2)) t_3)
(* (* x1 x1) (- (* 4.0 t_9) 6.0)))
t_0)))))
(+
x1
(*
(pow x1 4.0)
(-
6.0
(/
(-
3.0
(/
(+
9.0
(fma -1.0 (/ (+ 2.0 (* -2.0 (+ 1.0 (* 3.0 t_6)))) x1) (* 4.0 t_6)))
x1))
x1)))))))
double code(double x1, double x2) {
double t_0 = (x1 * x1) * x1;
double t_1 = (x1 * x1) + 1.0;
double t_2 = (3.0 * (x1 * x1)) - x1;
double t_3 = 1.0 + (x1 * x1);
double t_4 = (x1 * x1) / t_3;
double t_5 = (3.0 * t_4) - (3.0 + (x1 / t_3));
double t_6 = (2.0 * x2) - 3.0;
double t_7 = (3.0 * x1) * x1;
double t_8 = ((t_7 + (2.0 * x2)) + (-1.0 * x1)) / t_1;
double t_9 = t_2 / t_3;
double tmp;
if ((x1 + (((((((((2.0 * x1) * t_8) * (t_8 + (-1.0 * 3.0))) + ((x1 * x1) * ((4.0 * t_8) - 6.0))) * t_1) + (t_7 * t_8)) + t_0) + x1) + (3.0 * (((t_7 - (2.0 * x2)) + (-1.0 * x1)) / t_1)))) <= ((double) INFINITY)) {
tmp = fma(2.0, x1, fma(3.0, (((x1 * x1) * t_2) / t_3), fma(3.0, t_9, fma(x2, (fma(6.0, t_4, fma(8.0, ((x1 * x2) / t_3), (t_3 * fma(2.0, ((x1 * fma(2.0, t_5, (2.0 * t_9))) / t_3), (8.0 * t_4))))) - (6.0 * pow(t_3, -1.0))), fma(t_3, fma(2.0, ((x1 * (t_5 * t_2)) / t_3), ((x1 * x1) * ((4.0 * t_9) - 6.0))), t_0)))));
} else {
tmp = x1 + (pow(x1, 4.0) * (6.0 - ((3.0 - ((9.0 + fma(-1.0, ((2.0 + (-2.0 * (1.0 + (3.0 * t_6)))) / x1), (4.0 * t_6))) / x1)) / x1)));
}
return tmp;
}
function code(x1, x2) t_0 = Float64(Float64(x1 * x1) * x1) t_1 = Float64(Float64(x1 * x1) + 1.0) t_2 = Float64(Float64(3.0 * Float64(x1 * x1)) - x1) t_3 = Float64(1.0 + Float64(x1 * x1)) t_4 = Float64(Float64(x1 * x1) / t_3) t_5 = Float64(Float64(3.0 * t_4) - Float64(3.0 + Float64(x1 / t_3))) t_6 = Float64(Float64(2.0 * x2) - 3.0) t_7 = Float64(Float64(3.0 * x1) * x1) t_8 = Float64(Float64(Float64(t_7 + Float64(2.0 * x2)) + Float64(-1.0 * x1)) / t_1) t_9 = Float64(t_2 / t_3) tmp = 0.0 if (Float64(x1 + Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(2.0 * x1) * t_8) * Float64(t_8 + Float64(-1.0 * 3.0))) + Float64(Float64(x1 * x1) * Float64(Float64(4.0 * t_8) - 6.0))) * t_1) + Float64(t_7 * t_8)) + t_0) + x1) + Float64(3.0 * Float64(Float64(Float64(t_7 - Float64(2.0 * x2)) + Float64(-1.0 * x1)) / t_1)))) <= Inf) tmp = fma(2.0, x1, fma(3.0, Float64(Float64(Float64(x1 * x1) * t_2) / t_3), fma(3.0, t_9, fma(x2, Float64(fma(6.0, t_4, fma(8.0, Float64(Float64(x1 * x2) / t_3), Float64(t_3 * fma(2.0, Float64(Float64(x1 * fma(2.0, t_5, Float64(2.0 * t_9))) / t_3), Float64(8.0 * t_4))))) - Float64(6.0 * (t_3 ^ -1.0))), fma(t_3, fma(2.0, Float64(Float64(x1 * Float64(t_5 * t_2)) / t_3), Float64(Float64(x1 * x1) * Float64(Float64(4.0 * t_9) - 6.0))), t_0))))); else tmp = Float64(x1 + Float64((x1 ^ 4.0) * Float64(6.0 - Float64(Float64(3.0 - Float64(Float64(9.0 + fma(-1.0, Float64(Float64(2.0 + Float64(-2.0 * Float64(1.0 + Float64(3.0 * t_6)))) / x1), Float64(4.0 * t_6))) / x1)) / x1)))); end return tmp end
code[x1_, x2_] := Block[{t$95$0 = N[(N[(x1 * x1), $MachinePrecision] * x1), $MachinePrecision]}, Block[{t$95$1 = N[(N[(x1 * x1), $MachinePrecision] + 1.0), $MachinePrecision]}, Block[{t$95$2 = N[(N[(3.0 * N[(x1 * x1), $MachinePrecision]), $MachinePrecision] - x1), $MachinePrecision]}, Block[{t$95$3 = N[(1.0 + N[(x1 * x1), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$4 = N[(N[(x1 * x1), $MachinePrecision] / t$95$3), $MachinePrecision]}, Block[{t$95$5 = N[(N[(3.0 * t$95$4), $MachinePrecision] - N[(3.0 + N[(x1 / t$95$3), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$6 = N[(N[(2.0 * x2), $MachinePrecision] - 3.0), $MachinePrecision]}, Block[{t$95$7 = N[(N[(3.0 * x1), $MachinePrecision] * x1), $MachinePrecision]}, Block[{t$95$8 = N[(N[(N[(t$95$7 + N[(2.0 * x2), $MachinePrecision]), $MachinePrecision] + N[(-1.0 * x1), $MachinePrecision]), $MachinePrecision] / t$95$1), $MachinePrecision]}, Block[{t$95$9 = N[(t$95$2 / t$95$3), $MachinePrecision]}, If[LessEqual[N[(x1 + N[(N[(N[(N[(N[(N[(N[(N[(N[(2.0 * x1), $MachinePrecision] * t$95$8), $MachinePrecision] * N[(t$95$8 + N[(-1.0 * 3.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(x1 * x1), $MachinePrecision] * N[(N[(4.0 * t$95$8), $MachinePrecision] - 6.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * t$95$1), $MachinePrecision] + N[(t$95$7 * t$95$8), $MachinePrecision]), $MachinePrecision] + t$95$0), $MachinePrecision] + x1), $MachinePrecision] + N[(3.0 * N[(N[(N[(t$95$7 - N[(2.0 * x2), $MachinePrecision]), $MachinePrecision] + N[(-1.0 * x1), $MachinePrecision]), $MachinePrecision] / t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], Infinity], N[(2.0 * x1 + N[(3.0 * N[(N[(N[(x1 * x1), $MachinePrecision] * t$95$2), $MachinePrecision] / t$95$3), $MachinePrecision] + N[(3.0 * t$95$9 + N[(x2 * N[(N[(6.0 * t$95$4 + N[(8.0 * N[(N[(x1 * x2), $MachinePrecision] / t$95$3), $MachinePrecision] + N[(t$95$3 * N[(2.0 * N[(N[(x1 * N[(2.0 * t$95$5 + N[(2.0 * t$95$9), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / t$95$3), $MachinePrecision] + N[(8.0 * t$95$4), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(6.0 * N[Power[t$95$3, -1.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(t$95$3 * N[(2.0 * N[(N[(x1 * N[(t$95$5 * t$95$2), $MachinePrecision]), $MachinePrecision] / t$95$3), $MachinePrecision] + N[(N[(x1 * x1), $MachinePrecision] * N[(N[(4.0 * t$95$9), $MachinePrecision] - 6.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(x1 + N[(N[Power[x1, 4.0], $MachinePrecision] * N[(6.0 - N[(N[(3.0 - N[(N[(9.0 + N[(-1.0 * N[(N[(2.0 + N[(-2.0 * N[(1.0 + N[(3.0 * t$95$6), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / x1), $MachinePrecision] + N[(4.0 * t$95$6), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / x1), $MachinePrecision]), $MachinePrecision] / x1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(x1 \cdot x1\right) \cdot x1\\
t_1 := x1 \cdot x1 + 1\\
t_2 := 3 \cdot \left(x1 \cdot x1\right) - x1\\
t_3 := 1 + x1 \cdot x1\\
t_4 := \frac{x1 \cdot x1}{t\_3}\\
t_5 := 3 \cdot t\_4 - \left(3 + \frac{x1}{t\_3}\right)\\
t_6 := 2 \cdot x2 - 3\\
t_7 := \left(3 \cdot x1\right) \cdot x1\\
t_8 := \frac{\left(t\_7 + 2 \cdot x2\right) + -1 \cdot x1}{t\_1}\\
t_9 := \frac{t\_2}{t\_3}\\
\mathbf{if}\;x1 + \left(\left(\left(\left(\left(\left(\left(2 \cdot x1\right) \cdot t\_8\right) \cdot \left(t\_8 + -1 \cdot 3\right) + \left(x1 \cdot x1\right) \cdot \left(4 \cdot t\_8 - 6\right)\right) \cdot t\_1 + t\_7 \cdot t\_8\right) + t\_0\right) + x1\right) + 3 \cdot \frac{\left(t\_7 - 2 \cdot x2\right) + -1 \cdot x1}{t\_1}\right) \leq \infty:\\
\;\;\;\;\mathsf{fma}\left(2, x1, \mathsf{fma}\left(3, \frac{\left(x1 \cdot x1\right) \cdot t\_2}{t\_3}, \mathsf{fma}\left(3, t\_9, \mathsf{fma}\left(x2, \mathsf{fma}\left(6, t\_4, \mathsf{fma}\left(8, \frac{x1 \cdot x2}{t\_3}, t\_3 \cdot \mathsf{fma}\left(2, \frac{x1 \cdot \mathsf{fma}\left(2, t\_5, 2 \cdot t\_9\right)}{t\_3}, 8 \cdot t\_4\right)\right)\right) - 6 \cdot {t\_3}^{-1}, \mathsf{fma}\left(t\_3, \mathsf{fma}\left(2, \frac{x1 \cdot \left(t\_5 \cdot t\_2\right)}{t\_3}, \left(x1 \cdot x1\right) \cdot \left(4 \cdot t\_9 - 6\right)\right), t\_0\right)\right)\right)\right)\right)\\
\mathbf{else}:\\
\;\;\;\;x1 + {x1}^{4} \cdot \left(6 - \frac{3 - \frac{9 + \mathsf{fma}\left(-1, \frac{2 + -2 \cdot \left(1 + 3 \cdot t\_6\right)}{x1}, 4 \cdot t\_6\right)}{x1}}{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 99.4%
Taylor expanded in x2 around 0
Applied rewrites99.0%
if +inf.0 < (+.f64 x1 (+.f64 (+.f64 (+.f64 (+.f64 (*.f64 (+.f64 (*.f64 (*.f64 (*.f64 #s(literal 2 binary64) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) (-.f64 (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) #s(literal 3 binary64))) (*.f64 (*.f64 x1 x1) (-.f64 (*.f64 #s(literal 4 binary64) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) #s(literal 6 binary64)))) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) (*.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))))) (*.f64 (*.f64 x1 x1) x1)) x1) (*.f64 #s(literal 3 binary64) (/.f64 (-.f64 (-.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))))) Initial program 0.0%
Taylor expanded in x1 around -inf
lower-*.f64N/A
Applied rewrites100.0%
Final simplification99.3%
(FPCore (x1 x2)
:precision binary64
(let* ((t_0 (* (* x1 x1) x1))
(t_1 (+ (* x1 x1) 1.0))
(t_2 (- (* 3.0 (* x1 x1)) x1))
(t_3 (+ 1.0 (* x1 x1)))
(t_4 (* (* 3.0 x1) x1))
(t_5 (/ (+ (+ t_4 (* 2.0 x2)) (* -1.0 x1)) t_1))
(t_6 (/ t_2 t_3))
(t_7 (/ (* x1 x1) t_3))
(t_8 (- (* 3.0 t_7) (+ 3.0 (/ x1 t_3))))
(t_9 (- (* 2.0 x2) 3.0)))
(if (<=
(+
x1
(+
(+
(+
(+
(*
(+
(* (* (* 2.0 x1) t_5) (+ t_5 (* -1.0 3.0)))
(* (* x1 x1) (- (* 4.0 t_5) 6.0)))
t_1)
(* t_4 t_5))
t_0)
x1)
(* 3.0 (/ (+ (- t_4 (* 2.0 x2)) (* -1.0 x1)) t_1))))
INFINITY)
(fma
2.0
x1
(fma
3.0
(/ (* (* x1 x1) t_2) t_3)
(fma
3.0
t_6
(fma
x2
(-
(fma
6.0
t_7
(fma
8.0
(/ (* x1 x2) t_3)
(*
t_3
(fma 2.0 (/ (* x1 (fma 2.0 t_8 (* 2.0 t_6))) t_3) (* 8.0 t_7)))))
(* 6.0 (pow t_3 -1.0)))
(fma
t_3
(fma
2.0
(/ (* x1 (* t_8 t_2)) t_3)
(* (* x1 x1) (- (* 4.0 t_6) 6.0)))
t_0)))))
(fma
-6.0
x2
(*
x1
(-
(fma
4.0
(* x2 t_9)
(*
x1
(-
(fma
2.0
(fma -2.0 x2 (* -1.0 t_9))
(fma 3.0 (- 3.0 (* -2.0 x2)) (fma 6.0 x2 (* 8.0 x2))))
6.0)))
1.0))))))
double code(double x1, double x2) {
double t_0 = (x1 * x1) * x1;
double t_1 = (x1 * x1) + 1.0;
double t_2 = (3.0 * (x1 * x1)) - x1;
double t_3 = 1.0 + (x1 * x1);
double t_4 = (3.0 * x1) * x1;
double t_5 = ((t_4 + (2.0 * x2)) + (-1.0 * x1)) / t_1;
double t_6 = t_2 / t_3;
double t_7 = (x1 * x1) / t_3;
double t_8 = (3.0 * t_7) - (3.0 + (x1 / t_3));
double t_9 = (2.0 * x2) - 3.0;
double tmp;
if ((x1 + (((((((((2.0 * x1) * t_5) * (t_5 + (-1.0 * 3.0))) + ((x1 * x1) * ((4.0 * t_5) - 6.0))) * t_1) + (t_4 * t_5)) + t_0) + x1) + (3.0 * (((t_4 - (2.0 * x2)) + (-1.0 * x1)) / t_1)))) <= ((double) INFINITY)) {
tmp = fma(2.0, x1, fma(3.0, (((x1 * x1) * t_2) / t_3), fma(3.0, t_6, fma(x2, (fma(6.0, t_7, fma(8.0, ((x1 * x2) / t_3), (t_3 * fma(2.0, ((x1 * fma(2.0, t_8, (2.0 * t_6))) / t_3), (8.0 * t_7))))) - (6.0 * pow(t_3, -1.0))), fma(t_3, fma(2.0, ((x1 * (t_8 * t_2)) / t_3), ((x1 * x1) * ((4.0 * t_6) - 6.0))), t_0)))));
} else {
tmp = fma(-6.0, x2, (x1 * (fma(4.0, (x2 * t_9), (x1 * (fma(2.0, fma(-2.0, x2, (-1.0 * t_9)), fma(3.0, (3.0 - (-2.0 * x2)), fma(6.0, x2, (8.0 * x2)))) - 6.0))) - 1.0)));
}
return tmp;
}
function code(x1, x2) t_0 = Float64(Float64(x1 * x1) * x1) t_1 = Float64(Float64(x1 * x1) + 1.0) t_2 = Float64(Float64(3.0 * Float64(x1 * x1)) - x1) t_3 = Float64(1.0 + Float64(x1 * x1)) t_4 = Float64(Float64(3.0 * x1) * x1) t_5 = Float64(Float64(Float64(t_4 + Float64(2.0 * x2)) + Float64(-1.0 * x1)) / t_1) t_6 = Float64(t_2 / t_3) t_7 = Float64(Float64(x1 * x1) / t_3) t_8 = Float64(Float64(3.0 * t_7) - Float64(3.0 + Float64(x1 / t_3))) t_9 = Float64(Float64(2.0 * x2) - 3.0) tmp = 0.0 if (Float64(x1 + Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(2.0 * x1) * t_5) * Float64(t_5 + Float64(-1.0 * 3.0))) + Float64(Float64(x1 * x1) * Float64(Float64(4.0 * t_5) - 6.0))) * t_1) + Float64(t_4 * t_5)) + t_0) + x1) + Float64(3.0 * Float64(Float64(Float64(t_4 - Float64(2.0 * x2)) + Float64(-1.0 * x1)) / t_1)))) <= Inf) tmp = fma(2.0, x1, fma(3.0, Float64(Float64(Float64(x1 * x1) * t_2) / t_3), fma(3.0, t_6, fma(x2, Float64(fma(6.0, t_7, fma(8.0, Float64(Float64(x1 * x2) / t_3), Float64(t_3 * fma(2.0, Float64(Float64(x1 * fma(2.0, t_8, Float64(2.0 * t_6))) / t_3), Float64(8.0 * t_7))))) - Float64(6.0 * (t_3 ^ -1.0))), fma(t_3, fma(2.0, Float64(Float64(x1 * Float64(t_8 * t_2)) / t_3), Float64(Float64(x1 * x1) * Float64(Float64(4.0 * t_6) - 6.0))), t_0))))); else tmp = fma(-6.0, x2, Float64(x1 * Float64(fma(4.0, Float64(x2 * t_9), Float64(x1 * Float64(fma(2.0, fma(-2.0, x2, Float64(-1.0 * t_9)), fma(3.0, Float64(3.0 - Float64(-2.0 * x2)), fma(6.0, x2, Float64(8.0 * x2)))) - 6.0))) - 1.0))); end return tmp end
code[x1_, x2_] := Block[{t$95$0 = N[(N[(x1 * x1), $MachinePrecision] * x1), $MachinePrecision]}, Block[{t$95$1 = N[(N[(x1 * x1), $MachinePrecision] + 1.0), $MachinePrecision]}, Block[{t$95$2 = N[(N[(3.0 * N[(x1 * x1), $MachinePrecision]), $MachinePrecision] - x1), $MachinePrecision]}, Block[{t$95$3 = N[(1.0 + N[(x1 * x1), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$4 = N[(N[(3.0 * x1), $MachinePrecision] * x1), $MachinePrecision]}, Block[{t$95$5 = N[(N[(N[(t$95$4 + N[(2.0 * x2), $MachinePrecision]), $MachinePrecision] + N[(-1.0 * x1), $MachinePrecision]), $MachinePrecision] / t$95$1), $MachinePrecision]}, Block[{t$95$6 = N[(t$95$2 / t$95$3), $MachinePrecision]}, Block[{t$95$7 = N[(N[(x1 * x1), $MachinePrecision] / t$95$3), $MachinePrecision]}, Block[{t$95$8 = N[(N[(3.0 * t$95$7), $MachinePrecision] - N[(3.0 + N[(x1 / t$95$3), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$9 = N[(N[(2.0 * x2), $MachinePrecision] - 3.0), $MachinePrecision]}, If[LessEqual[N[(x1 + N[(N[(N[(N[(N[(N[(N[(N[(N[(2.0 * x1), $MachinePrecision] * t$95$5), $MachinePrecision] * N[(t$95$5 + N[(-1.0 * 3.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(x1 * x1), $MachinePrecision] * N[(N[(4.0 * t$95$5), $MachinePrecision] - 6.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * t$95$1), $MachinePrecision] + N[(t$95$4 * t$95$5), $MachinePrecision]), $MachinePrecision] + t$95$0), $MachinePrecision] + x1), $MachinePrecision] + N[(3.0 * N[(N[(N[(t$95$4 - N[(2.0 * x2), $MachinePrecision]), $MachinePrecision] + N[(-1.0 * x1), $MachinePrecision]), $MachinePrecision] / t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], Infinity], N[(2.0 * x1 + N[(3.0 * N[(N[(N[(x1 * x1), $MachinePrecision] * t$95$2), $MachinePrecision] / t$95$3), $MachinePrecision] + N[(3.0 * t$95$6 + N[(x2 * N[(N[(6.0 * t$95$7 + N[(8.0 * N[(N[(x1 * x2), $MachinePrecision] / t$95$3), $MachinePrecision] + N[(t$95$3 * N[(2.0 * N[(N[(x1 * N[(2.0 * t$95$8 + N[(2.0 * t$95$6), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / t$95$3), $MachinePrecision] + N[(8.0 * t$95$7), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(6.0 * N[Power[t$95$3, -1.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(t$95$3 * N[(2.0 * N[(N[(x1 * N[(t$95$8 * t$95$2), $MachinePrecision]), $MachinePrecision] / t$95$3), $MachinePrecision] + N[(N[(x1 * x1), $MachinePrecision] * N[(N[(4.0 * t$95$6), $MachinePrecision] - 6.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(-6.0 * x2 + N[(x1 * N[(N[(4.0 * N[(x2 * t$95$9), $MachinePrecision] + N[(x1 * N[(N[(2.0 * N[(-2.0 * x2 + N[(-1.0 * t$95$9), $MachinePrecision]), $MachinePrecision] + N[(3.0 * N[(3.0 - N[(-2.0 * x2), $MachinePrecision]), $MachinePrecision] + N[(6.0 * x2 + N[(8.0 * x2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - 6.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - 1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(x1 \cdot x1\right) \cdot x1\\
t_1 := x1 \cdot x1 + 1\\
t_2 := 3 \cdot \left(x1 \cdot x1\right) - x1\\
t_3 := 1 + x1 \cdot x1\\
t_4 := \left(3 \cdot x1\right) \cdot x1\\
t_5 := \frac{\left(t\_4 + 2 \cdot x2\right) + -1 \cdot x1}{t\_1}\\
t_6 := \frac{t\_2}{t\_3}\\
t_7 := \frac{x1 \cdot x1}{t\_3}\\
t_8 := 3 \cdot t\_7 - \left(3 + \frac{x1}{t\_3}\right)\\
t_9 := 2 \cdot x2 - 3\\
\mathbf{if}\;x1 + \left(\left(\left(\left(\left(\left(\left(2 \cdot x1\right) \cdot t\_5\right) \cdot \left(t\_5 + -1 \cdot 3\right) + \left(x1 \cdot x1\right) \cdot \left(4 \cdot t\_5 - 6\right)\right) \cdot t\_1 + t\_4 \cdot t\_5\right) + t\_0\right) + x1\right) + 3 \cdot \frac{\left(t\_4 - 2 \cdot x2\right) + -1 \cdot x1}{t\_1}\right) \leq \infty:\\
\;\;\;\;\mathsf{fma}\left(2, x1, \mathsf{fma}\left(3, \frac{\left(x1 \cdot x1\right) \cdot t\_2}{t\_3}, \mathsf{fma}\left(3, t\_6, \mathsf{fma}\left(x2, \mathsf{fma}\left(6, t\_7, \mathsf{fma}\left(8, \frac{x1 \cdot x2}{t\_3}, t\_3 \cdot \mathsf{fma}\left(2, \frac{x1 \cdot \mathsf{fma}\left(2, t\_8, 2 \cdot t\_6\right)}{t\_3}, 8 \cdot t\_7\right)\right)\right) - 6 \cdot {t\_3}^{-1}, \mathsf{fma}\left(t\_3, \mathsf{fma}\left(2, \frac{x1 \cdot \left(t\_8 \cdot t\_2\right)}{t\_3}, \left(x1 \cdot x1\right) \cdot \left(4 \cdot t\_6 - 6\right)\right), t\_0\right)\right)\right)\right)\right)\\
\mathbf{else}:\\
\;\;\;\;\mathsf{fma}\left(-6, x2, x1 \cdot \left(\mathsf{fma}\left(4, x2 \cdot t\_9, x1 \cdot \left(\mathsf{fma}\left(2, \mathsf{fma}\left(-2, x2, -1 \cdot t\_9\right), \mathsf{fma}\left(3, 3 - -2 \cdot x2, \mathsf{fma}\left(6, x2, 8 \cdot x2\right)\right)\right) - 6\right)\right) - 1\right)\right)\\
\end{array}
\end{array}
if (+.f64 x1 (+.f64 (+.f64 (+.f64 (+.f64 (*.f64 (+.f64 (*.f64 (*.f64 (*.f64 #s(literal 2 binary64) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) (-.f64 (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) #s(literal 3 binary64))) (*.f64 (*.f64 x1 x1) (-.f64 (*.f64 #s(literal 4 binary64) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) #s(literal 6 binary64)))) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) (*.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))))) (*.f64 (*.f64 x1 x1) x1)) x1) (*.f64 #s(literal 3 binary64) (/.f64 (-.f64 (-.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))))) < +inf.0Initial program 99.4%
Taylor expanded in x2 around 0
Applied rewrites99.0%
if +inf.0 < (+.f64 x1 (+.f64 (+.f64 (+.f64 (+.f64 (*.f64 (+.f64 (*.f64 (*.f64 (*.f64 #s(literal 2 binary64) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) (-.f64 (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) #s(literal 3 binary64))) (*.f64 (*.f64 x1 x1) (-.f64 (*.f64 #s(literal 4 binary64) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) #s(literal 6 binary64)))) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) (*.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))))) (*.f64 (*.f64 x1 x1) x1)) x1) (*.f64 #s(literal 3 binary64) (/.f64 (-.f64 (-.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))))) Initial program 0.0%
Taylor expanded in x1 around 0
lower-fma.f64N/A
Applied rewrites67.8%
Final simplification89.4%
(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)) (* -1.0 x1)) t_1))
(t_3 (- (* 2.0 x2) 3.0)))
(if (<=
(+
x1
(+
(+
(+
(+
(*
(+
(* (* (* 2.0 x1) t_2) (+ t_2 (* -1.0 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)) (* -1.0 x1)) t_1))))
INFINITY)
(fma
-6.0
x2
(fma
x1
(- (* 9.0 x1) 1.0)
(* x2 (fma 8.0 (* x1 x2) (* x1 (- (* 12.0 x1) 12.0))))))
(fma
-6.0
x2
(*
x1
(-
(fma
4.0
(* x2 t_3)
(*
x1
(-
(fma
2.0
(fma -2.0 x2 (* -1.0 t_3))
(fma 3.0 (- 3.0 (* -2.0 x2)) (fma 6.0 x2 (* 8.0 x2))))
6.0)))
1.0))))))
double code(double x1, double x2) {
double t_0 = (3.0 * x1) * x1;
double t_1 = (x1 * x1) + 1.0;
double t_2 = ((t_0 + (2.0 * x2)) + (-1.0 * x1)) / t_1;
double t_3 = (2.0 * x2) - 3.0;
double tmp;
if ((x1 + (((((((((2.0 * x1) * t_2) * (t_2 + (-1.0 * 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)) + (-1.0 * x1)) / t_1)))) <= ((double) INFINITY)) {
tmp = fma(-6.0, x2, fma(x1, ((9.0 * x1) - 1.0), (x2 * fma(8.0, (x1 * x2), (x1 * ((12.0 * x1) - 12.0))))));
} else {
tmp = fma(-6.0, x2, (x1 * (fma(4.0, (x2 * t_3), (x1 * (fma(2.0, fma(-2.0, x2, (-1.0 * t_3)), fma(3.0, (3.0 - (-2.0 * x2)), fma(6.0, x2, (8.0 * x2)))) - 6.0))) - 1.0)));
}
return tmp;
}
function code(x1, x2) t_0 = Float64(Float64(3.0 * x1) * x1) t_1 = Float64(Float64(x1 * x1) + 1.0) t_2 = Float64(Float64(Float64(t_0 + Float64(2.0 * x2)) + Float64(-1.0 * x1)) / t_1) t_3 = Float64(Float64(2.0 * x2) - 3.0) tmp = 0.0 if (Float64(x1 + Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(2.0 * x1) * t_2) * Float64(t_2 + Float64(-1.0 * 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)) + Float64(-1.0 * x1)) / t_1)))) <= Inf) tmp = fma(-6.0, x2, fma(x1, Float64(Float64(9.0 * x1) - 1.0), Float64(x2 * fma(8.0, Float64(x1 * x2), Float64(x1 * Float64(Float64(12.0 * x1) - 12.0)))))); else tmp = fma(-6.0, x2, Float64(x1 * Float64(fma(4.0, Float64(x2 * t_3), Float64(x1 * Float64(fma(2.0, fma(-2.0, x2, Float64(-1.0 * t_3)), fma(3.0, Float64(3.0 - Float64(-2.0 * x2)), fma(6.0, x2, Float64(8.0 * x2)))) - 6.0))) - 1.0))); end return tmp end
code[x1_, x2_] := Block[{t$95$0 = N[(N[(3.0 * x1), $MachinePrecision] * x1), $MachinePrecision]}, Block[{t$95$1 = N[(N[(x1 * x1), $MachinePrecision] + 1.0), $MachinePrecision]}, Block[{t$95$2 = N[(N[(N[(t$95$0 + N[(2.0 * x2), $MachinePrecision]), $MachinePrecision] + N[(-1.0 * x1), $MachinePrecision]), $MachinePrecision] / t$95$1), $MachinePrecision]}, Block[{t$95$3 = N[(N[(2.0 * x2), $MachinePrecision] - 3.0), $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 + N[(-1.0 * 3.0), $MachinePrecision]), $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] + N[(-1.0 * x1), $MachinePrecision]), $MachinePrecision] / t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], Infinity], N[(-6.0 * x2 + N[(x1 * N[(N[(9.0 * x1), $MachinePrecision] - 1.0), $MachinePrecision] + N[(x2 * N[(8.0 * N[(x1 * x2), $MachinePrecision] + N[(x1 * N[(N[(12.0 * x1), $MachinePrecision] - 12.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(-6.0 * x2 + N[(x1 * N[(N[(4.0 * N[(x2 * t$95$3), $MachinePrecision] + N[(x1 * N[(N[(2.0 * N[(-2.0 * x2 + N[(-1.0 * t$95$3), $MachinePrecision]), $MachinePrecision] + N[(3.0 * N[(3.0 - N[(-2.0 * x2), $MachinePrecision]), $MachinePrecision] + N[(6.0 * x2 + N[(8.0 * x2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - 6.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - 1.0), $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) + -1 \cdot x1}{t\_1}\\
t_3 := 2 \cdot x2 - 3\\
\mathbf{if}\;x1 + \left(\left(\left(\left(\left(\left(\left(2 \cdot x1\right) \cdot t\_2\right) \cdot \left(t\_2 + -1 \cdot 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) + -1 \cdot x1}{t\_1}\right) \leq \infty:\\
\;\;\;\;\mathsf{fma}\left(-6, x2, \mathsf{fma}\left(x1, 9 \cdot x1 - 1, x2 \cdot \mathsf{fma}\left(8, x1 \cdot x2, x1 \cdot \left(12 \cdot x1 - 12\right)\right)\right)\right)\\
\mathbf{else}:\\
\;\;\;\;\mathsf{fma}\left(-6, x2, x1 \cdot \left(\mathsf{fma}\left(4, x2 \cdot t\_3, x1 \cdot \left(\mathsf{fma}\left(2, \mathsf{fma}\left(-2, x2, -1 \cdot t\_3\right), \mathsf{fma}\left(3, 3 - -2 \cdot x2, \mathsf{fma}\left(6, x2, 8 \cdot x2\right)\right)\right) - 6\right)\right) - 1\right)\right)\\
\end{array}
\end{array}
if (+.f64 x1 (+.f64 (+.f64 (+.f64 (+.f64 (*.f64 (+.f64 (*.f64 (*.f64 (*.f64 #s(literal 2 binary64) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) (-.f64 (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) #s(literal 3 binary64))) (*.f64 (*.f64 x1 x1) (-.f64 (*.f64 #s(literal 4 binary64) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))) #s(literal 6 binary64)))) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))) (*.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (/.f64 (-.f64 (+.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64))))) (*.f64 (*.f64 x1 x1) x1)) x1) (*.f64 #s(literal 3 binary64) (/.f64 (-.f64 (-.f64 (*.f64 (*.f64 #s(literal 3 binary64) x1) x1) (*.f64 #s(literal 2 binary64) x2)) x1) (+.f64 (*.f64 x1 x1) #s(literal 1 binary64)))))) < +inf.0Initial program 99.4%
Taylor expanded in x1 around 0
lower-fma.f64N/A
Applied rewrites68.4%
Taylor expanded in x2 around 0
lower-fma.f64N/A
lower--.f64N/A
lower-*.f64N/A
lower-*.f64N/A
lower-fma.f64N/A
lift-*.f64N/A
lower-*.f64N/A
lower--.f64N/A
lower-*.f6479.2
Applied rewrites79.2%
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 0
lower-fma.f64N/A
Applied rewrites67.8%
Final simplification75.7%
(FPCore (x1 x2) :precision binary64 (fma -6.0 x2 (fma x1 (- (* 9.0 x1) 1.0) (* x2 (fma 8.0 (* x1 x2) (* x1 (- (* 12.0 x1) 12.0)))))))
double code(double x1, double x2) {
return fma(-6.0, x2, fma(x1, ((9.0 * x1) - 1.0), (x2 * fma(8.0, (x1 * x2), (x1 * ((12.0 * x1) - 12.0))))));
}
function code(x1, x2) return fma(-6.0, x2, fma(x1, Float64(Float64(9.0 * x1) - 1.0), Float64(x2 * fma(8.0, Float64(x1 * x2), Float64(x1 * Float64(Float64(12.0 * x1) - 12.0)))))) end
code[x1_, x2_] := N[(-6.0 * x2 + N[(x1 * N[(N[(9.0 * x1), $MachinePrecision] - 1.0), $MachinePrecision] + N[(x2 * N[(8.0 * N[(x1 * x2), $MachinePrecision] + N[(x1 * N[(N[(12.0 * x1), $MachinePrecision] - 12.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\mathsf{fma}\left(-6, x2, \mathsf{fma}\left(x1, 9 \cdot x1 - 1, x2 \cdot \mathsf{fma}\left(8, x1 \cdot x2, x1 \cdot \left(12 \cdot x1 - 12\right)\right)\right)\right)
\end{array}
Initial program 68.7%
Taylor expanded in x1 around 0
lower-fma.f64N/A
Applied rewrites68.3%
Taylor expanded in x2 around 0
lower-fma.f64N/A
lower--.f64N/A
lower-*.f64N/A
lower-*.f64N/A
lower-fma.f64N/A
lift-*.f64N/A
lower-*.f64N/A
lower--.f64N/A
lower-*.f6467.5
Applied rewrites67.5%
herbie shell --seed 2025065
(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))))))