
(FPCore (a b c) :precision binary64 (let* ((t_0 (sqrt (- (* b b) (* (* 4.0 a) c))))) (if (>= b 0.0) (/ (- (- b) t_0) (* 2.0 a)) (/ (* 2.0 c) (+ (- b) t_0)))))
double code(double a, double b, double c) {
double t_0 = sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (-b - t_0) / (2.0 * a);
} else {
tmp = (2.0 * c) / (-b + t_0);
}
return tmp;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(a, b, c)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: tmp
t_0 = sqrt(((b * b) - ((4.0d0 * a) * c)))
if (b >= 0.0d0) then
tmp = (-b - t_0) / (2.0d0 * a)
else
tmp = (2.0d0 * c) / (-b + t_0)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double t_0 = Math.sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (-b - t_0) / (2.0 * a);
} else {
tmp = (2.0 * c) / (-b + t_0);
}
return tmp;
}
def code(a, b, c): t_0 = math.sqrt(((b * b) - ((4.0 * a) * c))) tmp = 0 if b >= 0.0: tmp = (-b - t_0) / (2.0 * a) else: tmp = (2.0 * c) / (-b + t_0) return tmp
function code(a, b, c) t_0 = sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c))) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(Float64(-b) - t_0) / Float64(2.0 * a)); else tmp = Float64(Float64(2.0 * c) / Float64(Float64(-b) + t_0)); end return tmp end
function tmp_2 = code(a, b, c) t_0 = sqrt(((b * b) - ((4.0 * a) * c))); tmp = 0.0; if (b >= 0.0) tmp = (-b - t_0) / (2.0 * a); else tmp = (2.0 * c) / (-b + t_0); end tmp_2 = tmp; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[GreaterEqual[b, 0.0], N[(N[((-b) - t$95$0), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) + t$95$0), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\\
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-b\right) - t\_0}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) + t\_0}\\
\end{array}
\end{array}
Sampling outcomes in binary64 precision:
Herbie found 10 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (a b c) :precision binary64 (let* ((t_0 (sqrt (- (* b b) (* (* 4.0 a) c))))) (if (>= b 0.0) (/ (- (- b) t_0) (* 2.0 a)) (/ (* 2.0 c) (+ (- b) t_0)))))
double code(double a, double b, double c) {
double t_0 = sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (-b - t_0) / (2.0 * a);
} else {
tmp = (2.0 * c) / (-b + t_0);
}
return tmp;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(a, b, c)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: tmp
t_0 = sqrt(((b * b) - ((4.0d0 * a) * c)))
if (b >= 0.0d0) then
tmp = (-b - t_0) / (2.0d0 * a)
else
tmp = (2.0d0 * c) / (-b + t_0)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double t_0 = Math.sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (-b - t_0) / (2.0 * a);
} else {
tmp = (2.0 * c) / (-b + t_0);
}
return tmp;
}
def code(a, b, c): t_0 = math.sqrt(((b * b) - ((4.0 * a) * c))) tmp = 0 if b >= 0.0: tmp = (-b - t_0) / (2.0 * a) else: tmp = (2.0 * c) / (-b + t_0) return tmp
function code(a, b, c) t_0 = sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c))) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(Float64(-b) - t_0) / Float64(2.0 * a)); else tmp = Float64(Float64(2.0 * c) / Float64(Float64(-b) + t_0)); end return tmp end
function tmp_2 = code(a, b, c) t_0 = sqrt(((b * b) - ((4.0 * a) * c))); tmp = 0.0; if (b >= 0.0) tmp = (-b - t_0) / (2.0 * a); else tmp = (2.0 * c) / (-b + t_0); end tmp_2 = tmp; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[GreaterEqual[b, 0.0], N[(N[((-b) - t$95$0), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) + t$95$0), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\\
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-b\right) - t\_0}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) + t\_0}\\
\end{array}
\end{array}
(FPCore (a b c)
:precision binary64
(let* ((t_0 (- (sqrt (* (/ c a) -1.0))))
(t_1 (sqrt (fma (* -4.0 a) c (* b b)))))
(if (<= b -2e+136)
(if (>= b 0.0) t_0 (/ (- c) b))
(if (<= b 2.55e+97)
(if (>= b 0.0) (* (/ (+ t_1 b) a) -0.5) (/ (* 2.0 c) (- t_1 b)))
(if (>= b 0.0) (fma -1.0 (/ b a) (/ c b)) t_0)))))
double code(double a, double b, double c) {
double t_0 = -sqrt(((c / a) * -1.0));
double t_1 = sqrt(fma((-4.0 * a), c, (b * b)));
double tmp_1;
if (b <= -2e+136) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_0;
} else {
tmp_2 = -c / b;
}
tmp_1 = tmp_2;
} else if (b <= 2.55e+97) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = ((t_1 + b) / a) * -0.5;
} else {
tmp_3 = (2.0 * c) / (t_1 - b);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = fma(-1.0, (b / a), (c / b));
} else {
tmp_1 = t_0;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(-sqrt(Float64(Float64(c / a) * -1.0))) t_1 = sqrt(fma(Float64(-4.0 * a), c, Float64(b * b))) tmp_1 = 0.0 if (b <= -2e+136) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_0; else tmp_2 = Float64(Float64(-c) / b); end tmp_1 = tmp_2; elseif (b <= 2.55e+97) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(Float64(t_1 + b) / a) * -0.5); else tmp_3 = Float64(Float64(2.0 * c) / Float64(t_1 - b)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = fma(-1.0, Float64(b / a), Float64(c / b)); else tmp_1 = t_0; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = (-N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision])}, Block[{t$95$1 = N[Sqrt[N[(N[(-4.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -2e+136], If[GreaterEqual[b, 0.0], t$95$0, N[((-c) / b), $MachinePrecision]], If[LessEqual[b, 2.55e+97], If[GreaterEqual[b, 0.0], N[(N[(N[(t$95$1 + b), $MachinePrecision] / a), $MachinePrecision] * -0.5), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[(t$95$1 - b), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(-1.0 * N[(b / a), $MachinePrecision] + N[(c / b), $MachinePrecision]), $MachinePrecision], t$95$0]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := -\sqrt{\frac{c}{a} \cdot -1}\\
t_1 := \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\\
\mathbf{if}\;b \leq -2 \cdot 10^{+136}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;\frac{-c}{b}\\
\end{array}\\
\mathbf{elif}\;b \leq 2.55 \cdot 10^{+97}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{t\_1 + b}{a} \cdot -0.5\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{t\_1 - b}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < -2.00000000000000012e136Initial program 41.9%
Taylor expanded in a around inf
*-commutativeN/A
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-/.f6441.9
Applied rewrites41.9%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6424.6
Applied rewrites24.6%
Taylor expanded in a around -inf
mul-1-negN/A
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f64N/A
lift-neg.f6424.6
Applied rewrites24.6%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f6497.9
Applied rewrites97.9%
if -2.00000000000000012e136 < b < 2.55000000000000017e97Initial program 85.1%
Taylor expanded in a around 0
Applied rewrites85.1%
if 2.55000000000000017e97 < b Initial program 58.0%
Taylor expanded in a around inf
*-commutativeN/A
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-/.f646.1
Applied rewrites6.1%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f646.1
Applied rewrites6.1%
Taylor expanded in c around 0
lower-fma.f64N/A
lift-/.f64N/A
lower-/.f6498.6
Applied rewrites98.6%
Final simplification90.7%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (* (/ c a) -1.0)))
(t_1 (- t_0))
(t_2 (sqrt (- (* b b) (* (* 4.0 a) c))))
(t_3
(if (>= b 0.0)
(/ (+ b t_2) (* 2.0 (- a)))
(/ (* 2.0 c) (+ (- b) t_2)))))
(if (or (<= t_3 1e-102) (not (<= t_3 4e+128)))
(if (>= b 0.0) t_1 (/ (- c) b))
(if (>= b 0.0) t_1 t_0))))
double code(double a, double b, double c) {
double t_0 = sqrt(((c / a) * -1.0));
double t_1 = -t_0;
double t_2 = sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (b + t_2) / (2.0 * -a);
} else {
tmp = (2.0 * c) / (-b + t_2);
}
double t_3 = tmp;
double tmp_2;
if ((t_3 <= 1e-102) || !(t_3 <= 4e+128)) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_1;
} else {
tmp_3 = -c / b;
}
tmp_2 = tmp_3;
} else if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = t_0;
}
return tmp_2;
}
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(a, b, c)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: t_1
real(8) :: t_2
real(8) :: t_3
real(8) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
real(8) :: tmp_3
t_0 = sqrt(((c / a) * (-1.0d0)))
t_1 = -t_0
t_2 = sqrt(((b * b) - ((4.0d0 * a) * c)))
if (b >= 0.0d0) then
tmp = (b + t_2) / (2.0d0 * -a)
else
tmp = (2.0d0 * c) / (-b + t_2)
end if
t_3 = tmp
if ((t_3 <= 1d-102) .or. (.not. (t_3 <= 4d+128))) then
if (b >= 0.0d0) then
tmp_3 = t_1
else
tmp_3 = -c / b
end if
tmp_2 = tmp_3
else if (b >= 0.0d0) then
tmp_2 = t_1
else
tmp_2 = t_0
end if
code = tmp_2
end function
public static double code(double a, double b, double c) {
double t_0 = Math.sqrt(((c / a) * -1.0));
double t_1 = -t_0;
double t_2 = Math.sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (b + t_2) / (2.0 * -a);
} else {
tmp = (2.0 * c) / (-b + t_2);
}
double t_3 = tmp;
double tmp_2;
if ((t_3 <= 1e-102) || !(t_3 <= 4e+128)) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_1;
} else {
tmp_3 = -c / b;
}
tmp_2 = tmp_3;
} else if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = t_0;
}
return tmp_2;
}
def code(a, b, c): t_0 = math.sqrt(((c / a) * -1.0)) t_1 = -t_0 t_2 = math.sqrt(((b * b) - ((4.0 * a) * c))) tmp = 0 if b >= 0.0: tmp = (b + t_2) / (2.0 * -a) else: tmp = (2.0 * c) / (-b + t_2) t_3 = tmp tmp_2 = 0 if (t_3 <= 1e-102) or not (t_3 <= 4e+128): tmp_3 = 0 if b >= 0.0: tmp_3 = t_1 else: tmp_3 = -c / b tmp_2 = tmp_3 elif b >= 0.0: tmp_2 = t_1 else: tmp_2 = t_0 return tmp_2
function code(a, b, c) t_0 = sqrt(Float64(Float64(c / a) * -1.0)) t_1 = Float64(-t_0) t_2 = sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c))) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(b + t_2) / Float64(2.0 * Float64(-a))); else tmp = Float64(Float64(2.0 * c) / Float64(Float64(-b) + t_2)); end t_3 = tmp tmp_2 = 0.0 if ((t_3 <= 1e-102) || !(t_3 <= 4e+128)) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = t_1; else tmp_3 = Float64(Float64(-c) / b); end tmp_2 = tmp_3; elseif (b >= 0.0) tmp_2 = t_1; else tmp_2 = t_0; end return tmp_2 end
function tmp_5 = code(a, b, c) t_0 = sqrt(((c / a) * -1.0)); t_1 = -t_0; t_2 = sqrt(((b * b) - ((4.0 * a) * c))); tmp = 0.0; if (b >= 0.0) tmp = (b + t_2) / (2.0 * -a); else tmp = (2.0 * c) / (-b + t_2); end t_3 = tmp; tmp_3 = 0.0; if ((t_3 <= 1e-102) || ~((t_3 <= 4e+128))) tmp_4 = 0.0; if (b >= 0.0) tmp_4 = t_1; else tmp_4 = -c / b; end tmp_3 = tmp_4; elseif (b >= 0.0) tmp_3 = t_1; else tmp_3 = t_0; end tmp_5 = tmp_3; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = (-t$95$0)}, Block[{t$95$2 = N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$3 = If[GreaterEqual[b, 0.0], N[(N[(b + t$95$2), $MachinePrecision] / N[(2.0 * (-a)), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) + t$95$2), $MachinePrecision]), $MachinePrecision]]}, If[Or[LessEqual[t$95$3, 1e-102], N[Not[LessEqual[t$95$3, 4e+128]], $MachinePrecision]], If[GreaterEqual[b, 0.0], t$95$1, N[((-c) / b), $MachinePrecision]], If[GreaterEqual[b, 0.0], t$95$1, t$95$0]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\frac{c}{a} \cdot -1}\\
t_1 := -t\_0\\
t_2 := \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\\
t_3 := \begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{b + t\_2}{2 \cdot \left(-a\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) + t\_2}\\
\end{array}\\
\mathbf{if}\;t\_3 \leq 10^{-102} \lor \neg \left(t\_3 \leq 4 \cdot 10^{+128}\right):\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;\frac{-c}{b}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if (if (>=.f64 b #s(literal 0 binary64)) (/.f64 (-.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) (/.f64 (*.f64 #s(literal 2 binary64) c) (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))))) < 9.99999999999999933e-103 or 4.0000000000000003e128 < (if (>=.f64 b #s(literal 0 binary64)) (/.f64 (-.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) (/.f64 (*.f64 #s(literal 2 binary64) c) (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))))) Initial program 67.3%
Taylor expanded in a around inf
*-commutativeN/A
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-/.f6442.2
Applied rewrites42.2%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6422.3
Applied rewrites22.3%
Taylor expanded in a around -inf
mul-1-negN/A
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f64N/A
lift-neg.f6422.3
Applied rewrites22.3%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f6445.9
Applied rewrites45.9%
if 9.99999999999999933e-103 < (if (>=.f64 b #s(literal 0 binary64)) (/.f64 (-.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) (/.f64 (*.f64 #s(literal 2 binary64) c) (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))))) < 4.0000000000000003e128Initial program 92.8%
Taylor expanded in a around inf
*-commutativeN/A
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-/.f6440.0
Applied rewrites40.0%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f641.5
Applied rewrites1.5%
Taylor expanded in a around -inf
mul-1-negN/A
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f64N/A
lift-neg.f641.5
Applied rewrites1.5%
Taylor expanded in c around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6437.1
Applied rewrites37.1%
Final simplification44.7%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (* (/ c a) -1.0))) (t_1 (- t_0)))
(if (<= b -2e+136)
(if (>= b 0.0) t_1 (/ (- c) b))
(if (<= b -5e-210)
(if (>= b 0.0)
(fma -0.5 (/ b a) t_0)
(/ (* 2.0 c) (- (sqrt (fma (* -4.0 a) c (* b b))) b)))
(if (<= b 1.55e-44)
(if (>= b 0.0)
(/ (+ b (sqrt (* (* -4.0 a) c))) (- (- a) a))
(/ (fma 0.5 b (sqrt (* (* c a) -1.0))) (- a)))
(if (>= b 0.0) (fma -1.0 (/ b a) (/ c b)) t_1))))))
double code(double a, double b, double c) {
double t_0 = sqrt(((c / a) * -1.0));
double t_1 = -t_0;
double tmp_1;
if (b <= -2e+136) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = -c / b;
}
tmp_1 = tmp_2;
} else if (b <= -5e-210) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = fma(-0.5, (b / a), t_0);
} else {
tmp_3 = (2.0 * c) / (sqrt(fma((-4.0 * a), c, (b * b))) - b);
}
tmp_1 = tmp_3;
} else if (b <= 1.55e-44) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = (b + sqrt(((-4.0 * a) * c))) / (-a - a);
} else {
tmp_4 = fma(0.5, b, sqrt(((c * a) * -1.0))) / -a;
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = fma(-1.0, (b / a), (c / b));
} else {
tmp_1 = t_1;
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(Float64(Float64(c / a) * -1.0)) t_1 = Float64(-t_0) tmp_1 = 0.0 if (b <= -2e+136) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_1; else tmp_2 = Float64(Float64(-c) / b); end tmp_1 = tmp_2; elseif (b <= -5e-210) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = fma(-0.5, Float64(b / a), t_0); else tmp_3 = Float64(Float64(2.0 * c) / Float64(sqrt(fma(Float64(-4.0 * a), c, Float64(b * b))) - b)); end tmp_1 = tmp_3; elseif (b <= 1.55e-44) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(Float64(b + sqrt(Float64(Float64(-4.0 * a) * c))) / Float64(Float64(-a) - a)); else tmp_4 = Float64(fma(0.5, b, sqrt(Float64(Float64(c * a) * -1.0))) / Float64(-a)); end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = fma(-1.0, Float64(b / a), Float64(c / b)); else tmp_1 = t_1; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = (-t$95$0)}, If[LessEqual[b, -2e+136], If[GreaterEqual[b, 0.0], t$95$1, N[((-c) / b), $MachinePrecision]], If[LessEqual[b, -5e-210], If[GreaterEqual[b, 0.0], N[(-0.5 * N[(b / a), $MachinePrecision] + t$95$0), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[(N[Sqrt[N[(N[(-4.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 1.55e-44], If[GreaterEqual[b, 0.0], N[(N[(b + N[Sqrt[N[(N[(-4.0 * a), $MachinePrecision] * c), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[((-a) - a), $MachinePrecision]), $MachinePrecision], N[(N[(0.5 * b + N[Sqrt[N[(N[(c * a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / (-a)), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(-1.0 * N[(b / a), $MachinePrecision] + N[(c / b), $MachinePrecision]), $MachinePrecision], t$95$1]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\frac{c}{a} \cdot -1}\\
t_1 := -t\_0\\
\mathbf{if}\;b \leq -2 \cdot 10^{+136}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;\frac{-c}{b}\\
\end{array}\\
\mathbf{elif}\;b \leq -5 \cdot 10^{-210}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(-0.5, \frac{b}{a}, t\_0\right)\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}\\
\end{array}\\
\mathbf{elif}\;b \leq 1.55 \cdot 10^{-44}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{b + \sqrt{\left(-4 \cdot a\right) \cdot c}}{\left(-a\right) - a}\\
\mathbf{else}:\\
\;\;\;\;\frac{\mathsf{fma}\left(0.5, b, \sqrt{\left(c \cdot a\right) \cdot -1}\right)}{-a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}
\end{array}
if b < -2.00000000000000012e136Initial program 41.9%
Taylor expanded in a around inf
*-commutativeN/A
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-/.f6441.9
Applied rewrites41.9%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6424.6
Applied rewrites24.6%
Taylor expanded in a around -inf
mul-1-negN/A
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f64N/A
lift-neg.f6424.6
Applied rewrites24.6%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f6497.9
Applied rewrites97.9%
if -2.00000000000000012e136 < b < -5.0000000000000002e-210Initial program 89.5%
Taylor expanded in a around 0
Applied rewrites89.5%
Taylor expanded in a around -inf
lower-fma.f64N/A
lower-/.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6489.5
Applied rewrites89.5%
if -5.0000000000000002e-210 < b < 1.54999999999999992e-44Initial program 76.6%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
lower-fma.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f6476.6
Applied rewrites76.6%
Taylor expanded in a around inf
associate-*r*N/A
lower-*.f64N/A
lift-*.f6471.7
Applied rewrites71.7%
lift-*.f64N/A
count-2-revN/A
lower-+.f6471.7
Applied rewrites71.7%
if 1.54999999999999992e-44 < b Initial program 68.4%
Taylor expanded in a around inf
*-commutativeN/A
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-/.f6410.3
Applied rewrites10.3%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6410.3
Applied rewrites10.3%
Taylor expanded in c around 0
lower-fma.f64N/A
lift-/.f64N/A
lower-/.f6489.6
Applied rewrites89.6%
Final simplification87.2%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (- (sqrt (* (/ c a) -1.0)))))
(if (<= b -3.1e-81)
(if (>= b 0.0) t_0 (/ (- c) b))
(if (<= b 1.55e-44)
(if (>= b 0.0)
(/ (+ b (sqrt (* (* -4.0 a) c))) (- (- a) a))
(/ (fma 0.5 b (sqrt (* (* c a) -1.0))) (- a)))
(if (>= b 0.0) (fma -1.0 (/ b a) (/ c b)) t_0)))))
double code(double a, double b, double c) {
double t_0 = -sqrt(((c / a) * -1.0));
double tmp_1;
if (b <= -3.1e-81) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_0;
} else {
tmp_2 = -c / b;
}
tmp_1 = tmp_2;
} else if (b <= 1.55e-44) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (b + sqrt(((-4.0 * a) * c))) / (-a - a);
} else {
tmp_3 = fma(0.5, b, sqrt(((c * a) * -1.0))) / -a;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = fma(-1.0, (b / a), (c / b));
} else {
tmp_1 = t_0;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(-sqrt(Float64(Float64(c / a) * -1.0))) tmp_1 = 0.0 if (b <= -3.1e-81) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_0; else tmp_2 = Float64(Float64(-c) / b); end tmp_1 = tmp_2; elseif (b <= 1.55e-44) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(b + sqrt(Float64(Float64(-4.0 * a) * c))) / Float64(Float64(-a) - a)); else tmp_3 = Float64(fma(0.5, b, sqrt(Float64(Float64(c * a) * -1.0))) / Float64(-a)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = fma(-1.0, Float64(b / a), Float64(c / b)); else tmp_1 = t_0; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = (-N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision])}, If[LessEqual[b, -3.1e-81], If[GreaterEqual[b, 0.0], t$95$0, N[((-c) / b), $MachinePrecision]], If[LessEqual[b, 1.55e-44], If[GreaterEqual[b, 0.0], N[(N[(b + N[Sqrt[N[(N[(-4.0 * a), $MachinePrecision] * c), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[((-a) - a), $MachinePrecision]), $MachinePrecision], N[(N[(0.5 * b + N[Sqrt[N[(N[(c * a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / (-a)), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(-1.0 * N[(b / a), $MachinePrecision] + N[(c / b), $MachinePrecision]), $MachinePrecision], t$95$0]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := -\sqrt{\frac{c}{a} \cdot -1}\\
\mathbf{if}\;b \leq -3.1 \cdot 10^{-81}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;\frac{-c}{b}\\
\end{array}\\
\mathbf{elif}\;b \leq 1.55 \cdot 10^{-44}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{b + \sqrt{\left(-4 \cdot a\right) \cdot c}}{\left(-a\right) - a}\\
\mathbf{else}:\\
\;\;\;\;\frac{\mathsf{fma}\left(0.5, b, \sqrt{\left(c \cdot a\right) \cdot -1}\right)}{-a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < -3.09999999999999988e-81Initial program 66.4%
Taylor expanded in a around inf
*-commutativeN/A
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-/.f6466.4
Applied rewrites66.4%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6418.9
Applied rewrites18.9%
Taylor expanded in a around -inf
mul-1-negN/A
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f64N/A
lift-neg.f6418.9
Applied rewrites18.9%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f6483.7
Applied rewrites83.7%
if -3.09999999999999988e-81 < b < 1.54999999999999992e-44Initial program 79.3%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
lower-fma.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f6473.6
Applied rewrites73.6%
Taylor expanded in a around inf
associate-*r*N/A
lower-*.f64N/A
lift-*.f6470.0
Applied rewrites70.0%
lift-*.f64N/A
count-2-revN/A
lower-+.f6470.0
Applied rewrites70.0%
if 1.54999999999999992e-44 < b Initial program 68.4%
Taylor expanded in a around inf
*-commutativeN/A
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-/.f6410.3
Applied rewrites10.3%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6410.3
Applied rewrites10.3%
Taylor expanded in c around 0
lower-fma.f64N/A
lift-/.f64N/A
lower-/.f6489.6
Applied rewrites89.6%
Final simplification82.0%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (- (sqrt (* (/ c a) -1.0)))))
(if (<= b -3.1e-81)
(if (>= b 0.0) t_0 (/ (- c) b))
(if (<= b 1.4e-44)
(if (>= b 0.0)
(/ (- (sqrt (* (* a c) -4.0))) (* 2.0 a))
(/ (fma 0.5 b (sqrt (* (- a) c))) (- a)))
(if (>= b 0.0) (fma -1.0 (/ b a) (/ c b)) t_0)))))
double code(double a, double b, double c) {
double t_0 = -sqrt(((c / a) * -1.0));
double tmp_1;
if (b <= -3.1e-81) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_0;
} else {
tmp_2 = -c / b;
}
tmp_1 = tmp_2;
} else if (b <= 1.4e-44) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = -sqrt(((a * c) * -4.0)) / (2.0 * a);
} else {
tmp_3 = fma(0.5, b, sqrt((-a * c))) / -a;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = fma(-1.0, (b / a), (c / b));
} else {
tmp_1 = t_0;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(-sqrt(Float64(Float64(c / a) * -1.0))) tmp_1 = 0.0 if (b <= -3.1e-81) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_0; else tmp_2 = Float64(Float64(-c) / b); end tmp_1 = tmp_2; elseif (b <= 1.4e-44) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(-sqrt(Float64(Float64(a * c) * -4.0))) / Float64(2.0 * a)); else tmp_3 = Float64(fma(0.5, b, sqrt(Float64(Float64(-a) * c))) / Float64(-a)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = fma(-1.0, Float64(b / a), Float64(c / b)); else tmp_1 = t_0; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = (-N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision])}, If[LessEqual[b, -3.1e-81], If[GreaterEqual[b, 0.0], t$95$0, N[((-c) / b), $MachinePrecision]], If[LessEqual[b, 1.4e-44], If[GreaterEqual[b, 0.0], N[((-N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision]) / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(0.5 * b + N[Sqrt[N[((-a) * c), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / (-a)), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(-1.0 * N[(b / a), $MachinePrecision] + N[(c / b), $MachinePrecision]), $MachinePrecision], t$95$0]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := -\sqrt{\frac{c}{a} \cdot -1}\\
\mathbf{if}\;b \leq -3.1 \cdot 10^{-81}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;\frac{-c}{b}\\
\end{array}\\
\mathbf{elif}\;b \leq 1.4 \cdot 10^{-44}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-\sqrt{\left(a \cdot c\right) \cdot -4}}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{\mathsf{fma}\left(0.5, b, \sqrt{\left(-a\right) \cdot c}\right)}{-a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < -3.09999999999999988e-81Initial program 66.4%
Taylor expanded in a around inf
*-commutativeN/A
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-/.f6466.4
Applied rewrites66.4%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6418.9
Applied rewrites18.9%
Taylor expanded in a around -inf
mul-1-negN/A
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f64N/A
lift-neg.f6418.9
Applied rewrites18.9%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f6483.7
Applied rewrites83.7%
if -3.09999999999999988e-81 < b < 1.4e-44Initial program 79.3%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
lower-fma.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f6473.6
Applied rewrites73.6%
Taylor expanded in a around inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6468.9
Applied rewrites68.9%
Taylor expanded in a around 0
mul-1-negN/A
lower-neg.f64N/A
lift-*.f6468.9
Applied rewrites68.9%
if 1.4e-44 < b Initial program 68.4%
Taylor expanded in a around inf
*-commutativeN/A
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-/.f6410.3
Applied rewrites10.3%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6410.3
Applied rewrites10.3%
Taylor expanded in c around 0
lower-fma.f64N/A
lift-/.f64N/A
lower-/.f6489.6
Applied rewrites89.6%
Final simplification81.7%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (- (sqrt (* (/ c a) -1.0)))))
(if (<= b -3.1e-81)
(if (>= b 0.0) t_0 (/ (- c) b))
(if (<= b 5.3e-104)
(if (>= b 0.0)
(* (sqrt (* (/ c a) -4.0)) -0.5)
(/ (* 2.0 c) (sqrt (* (* a c) -4.0))))
(if (>= b 0.0) (fma -1.0 (/ b a) (/ c b)) t_0)))))
double code(double a, double b, double c) {
double t_0 = -sqrt(((c / a) * -1.0));
double tmp_1;
if (b <= -3.1e-81) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_0;
} else {
tmp_2 = -c / b;
}
tmp_1 = tmp_2;
} else if (b <= 5.3e-104) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = sqrt(((c / a) * -4.0)) * -0.5;
} else {
tmp_3 = (2.0 * c) / sqrt(((a * c) * -4.0));
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = fma(-1.0, (b / a), (c / b));
} else {
tmp_1 = t_0;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(-sqrt(Float64(Float64(c / a) * -1.0))) tmp_1 = 0.0 if (b <= -3.1e-81) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_0; else tmp_2 = Float64(Float64(-c) / b); end tmp_1 = tmp_2; elseif (b <= 5.3e-104) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(sqrt(Float64(Float64(c / a) * -4.0)) * -0.5); else tmp_3 = Float64(Float64(2.0 * c) / sqrt(Float64(Float64(a * c) * -4.0))); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = fma(-1.0, Float64(b / a), Float64(c / b)); else tmp_1 = t_0; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = (-N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision])}, If[LessEqual[b, -3.1e-81], If[GreaterEqual[b, 0.0], t$95$0, N[((-c) / b), $MachinePrecision]], If[LessEqual[b, 5.3e-104], If[GreaterEqual[b, 0.0], N[(N[Sqrt[N[(N[(c / a), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision] * -0.5), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(-1.0 * N[(b / a), $MachinePrecision] + N[(c / b), $MachinePrecision]), $MachinePrecision], t$95$0]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := -\sqrt{\frac{c}{a} \cdot -1}\\
\mathbf{if}\;b \leq -3.1 \cdot 10^{-81}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;\frac{-c}{b}\\
\end{array}\\
\mathbf{elif}\;b \leq 5.3 \cdot 10^{-104}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\sqrt{\frac{c}{a} \cdot -4} \cdot -0.5\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\sqrt{\left(a \cdot c\right) \cdot -4}}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < -3.09999999999999988e-81Initial program 66.4%
Taylor expanded in a around inf
*-commutativeN/A
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-/.f6466.4
Applied rewrites66.4%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6418.9
Applied rewrites18.9%
Taylor expanded in a around -inf
mul-1-negN/A
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f64N/A
lift-neg.f6418.9
Applied rewrites18.9%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f6483.7
Applied rewrites83.7%
if -3.09999999999999988e-81 < b < 5.30000000000000018e-104Initial program 80.7%
Taylor expanded in a around inf
*-commutativeN/A
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-/.f6460.1
Applied rewrites60.1%
Taylor expanded in a around inf
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6453.5
Applied rewrites53.5%
if 5.30000000000000018e-104 < b Initial program 68.6%
Taylor expanded in a around inf
*-commutativeN/A
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-/.f6411.5
Applied rewrites11.5%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6411.5
Applied rewrites11.5%
Taylor expanded in c around 0
lower-fma.f64N/A
lift-/.f64N/A
lower-/.f6484.4
Applied rewrites84.4%
Final simplification76.5%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (* (/ c a) -1.0))) (t_1 (- t_0)))
(if (<= b -5e-82)
(if (>= b 0.0) t_1 (/ (- c) b))
(if (<= b 5.3e-104)
(if (>= b 0.0) t_1 t_0)
(if (>= b 0.0) (fma -1.0 (/ b a) (/ c b)) t_1)))))
double code(double a, double b, double c) {
double t_0 = sqrt(((c / a) * -1.0));
double t_1 = -t_0;
double tmp_1;
if (b <= -5e-82) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = -c / b;
}
tmp_1 = tmp_2;
} else if (b <= 5.3e-104) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_1;
} else {
tmp_3 = t_0;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = fma(-1.0, (b / a), (c / b));
} else {
tmp_1 = t_1;
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(Float64(Float64(c / a) * -1.0)) t_1 = Float64(-t_0) tmp_1 = 0.0 if (b <= -5e-82) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_1; else tmp_2 = Float64(Float64(-c) / b); end tmp_1 = tmp_2; elseif (b <= 5.3e-104) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = t_1; else tmp_3 = t_0; end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = fma(-1.0, Float64(b / a), Float64(c / b)); else tmp_1 = t_1; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = (-t$95$0)}, If[LessEqual[b, -5e-82], If[GreaterEqual[b, 0.0], t$95$1, N[((-c) / b), $MachinePrecision]], If[LessEqual[b, 5.3e-104], If[GreaterEqual[b, 0.0], t$95$1, t$95$0], If[GreaterEqual[b, 0.0], N[(-1.0 * N[(b / a), $MachinePrecision] + N[(c / b), $MachinePrecision]), $MachinePrecision], t$95$1]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\frac{c}{a} \cdot -1}\\
t_1 := -t\_0\\
\mathbf{if}\;b \leq -5 \cdot 10^{-82}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;\frac{-c}{b}\\
\end{array}\\
\mathbf{elif}\;b \leq 5.3 \cdot 10^{-104}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}
\end{array}
if b < -4.9999999999999998e-82Initial program 66.4%
Taylor expanded in a around inf
*-commutativeN/A
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-/.f6466.4
Applied rewrites66.4%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6418.9
Applied rewrites18.9%
Taylor expanded in a around -inf
mul-1-negN/A
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f64N/A
lift-neg.f6418.9
Applied rewrites18.9%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f6483.7
Applied rewrites83.7%
if -4.9999999999999998e-82 < b < 5.30000000000000018e-104Initial program 80.7%
Taylor expanded in a around inf
*-commutativeN/A
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-/.f6460.1
Applied rewrites60.1%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6433.5
Applied rewrites33.5%
Taylor expanded in a around -inf
mul-1-negN/A
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f64N/A
lift-neg.f6433.5
Applied rewrites33.5%
Taylor expanded in c around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6441.1
Applied rewrites41.1%
if 5.30000000000000018e-104 < b Initial program 68.6%
Taylor expanded in a around inf
*-commutativeN/A
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-/.f6411.5
Applied rewrites11.5%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6411.5
Applied rewrites11.5%
Taylor expanded in c around 0
lower-fma.f64N/A
lift-/.f64N/A
lower-/.f6484.4
Applied rewrites84.4%
Final simplification73.5%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (* (/ c a) -1.0))) (t_1 (- t_0)))
(if (<= b -5e-82)
(if (>= b 0.0) t_1 (/ (- c) b))
(if (<= b 5.3e-104)
(if (>= b 0.0) t_1 t_0)
(if (>= b 0.0) (/ (- b) a) t_1)))))
double code(double a, double b, double c) {
double t_0 = sqrt(((c / a) * -1.0));
double t_1 = -t_0;
double tmp_1;
if (b <= -5e-82) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = -c / b;
}
tmp_1 = tmp_2;
} else if (b <= 5.3e-104) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_1;
} else {
tmp_3 = t_0;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = -b / a;
} else {
tmp_1 = t_1;
}
return tmp_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(a, b, c)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: t_1
real(8) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
real(8) :: tmp_3
t_0 = sqrt(((c / a) * (-1.0d0)))
t_1 = -t_0
if (b <= (-5d-82)) then
if (b >= 0.0d0) then
tmp_2 = t_1
else
tmp_2 = -c / b
end if
tmp_1 = tmp_2
else if (b <= 5.3d-104) then
if (b >= 0.0d0) then
tmp_3 = t_1
else
tmp_3 = t_0
end if
tmp_1 = tmp_3
else if (b >= 0.0d0) then
tmp_1 = -b / a
else
tmp_1 = t_1
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double t_0 = Math.sqrt(((c / a) * -1.0));
double t_1 = -t_0;
double tmp_1;
if (b <= -5e-82) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = -c / b;
}
tmp_1 = tmp_2;
} else if (b <= 5.3e-104) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_1;
} else {
tmp_3 = t_0;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = -b / a;
} else {
tmp_1 = t_1;
}
return tmp_1;
}
def code(a, b, c): t_0 = math.sqrt(((c / a) * -1.0)) t_1 = -t_0 tmp_1 = 0 if b <= -5e-82: tmp_2 = 0 if b >= 0.0: tmp_2 = t_1 else: tmp_2 = -c / b tmp_1 = tmp_2 elif b <= 5.3e-104: tmp_3 = 0 if b >= 0.0: tmp_3 = t_1 else: tmp_3 = t_0 tmp_1 = tmp_3 elif b >= 0.0: tmp_1 = -b / a else: tmp_1 = t_1 return tmp_1
function code(a, b, c) t_0 = sqrt(Float64(Float64(c / a) * -1.0)) t_1 = Float64(-t_0) tmp_1 = 0.0 if (b <= -5e-82) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_1; else tmp_2 = Float64(Float64(-c) / b); end tmp_1 = tmp_2; elseif (b <= 5.3e-104) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = t_1; else tmp_3 = t_0; end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(-b) / a); else tmp_1 = t_1; end return tmp_1 end
function tmp_5 = code(a, b, c) t_0 = sqrt(((c / a) * -1.0)); t_1 = -t_0; tmp_2 = 0.0; if (b <= -5e-82) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = t_1; else tmp_3 = -c / b; end tmp_2 = tmp_3; elseif (b <= 5.3e-104) tmp_4 = 0.0; if (b >= 0.0) tmp_4 = t_1; else tmp_4 = t_0; end tmp_2 = tmp_4; elseif (b >= 0.0) tmp_2 = -b / a; else tmp_2 = t_1; end tmp_5 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = (-t$95$0)}, If[LessEqual[b, -5e-82], If[GreaterEqual[b, 0.0], t$95$1, N[((-c) / b), $MachinePrecision]], If[LessEqual[b, 5.3e-104], If[GreaterEqual[b, 0.0], t$95$1, t$95$0], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], t$95$1]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\frac{c}{a} \cdot -1}\\
t_1 := -t\_0\\
\mathbf{if}\;b \leq -5 \cdot 10^{-82}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;\frac{-c}{b}\\
\end{array}\\
\mathbf{elif}\;b \leq 5.3 \cdot 10^{-104}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}
\end{array}
if b < -4.9999999999999998e-82Initial program 66.4%
Taylor expanded in a around inf
*-commutativeN/A
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-/.f6466.4
Applied rewrites66.4%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6418.9
Applied rewrites18.9%
Taylor expanded in a around -inf
mul-1-negN/A
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f64N/A
lift-neg.f6418.9
Applied rewrites18.9%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f6483.7
Applied rewrites83.7%
if -4.9999999999999998e-82 < b < 5.30000000000000018e-104Initial program 80.7%
Taylor expanded in a around inf
*-commutativeN/A
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-/.f6460.1
Applied rewrites60.1%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6433.5
Applied rewrites33.5%
Taylor expanded in a around -inf
mul-1-negN/A
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f64N/A
lift-neg.f6433.5
Applied rewrites33.5%
Taylor expanded in c around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6441.1
Applied rewrites41.1%
if 5.30000000000000018e-104 < b Initial program 68.6%
Taylor expanded in a around inf
*-commutativeN/A
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-/.f6411.5
Applied rewrites11.5%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6411.5
Applied rewrites11.5%
Taylor expanded in a around 0
mul-1-negN/A
lower-neg.f64N/A
lift-/.f6484.1
Applied rewrites84.1%
Final simplification73.4%
(FPCore (a b c) :precision binary64 (let* ((t_0 (sqrt (* (/ c a) -1.0))) (t_1 (- t_0))) (if (<= a -2e-312) (if (>= b 0.0) t_1 t_0) (if (>= b 0.0) t_1 t_1))))
double code(double a, double b, double c) {
double t_0 = sqrt(((c / a) * -1.0));
double t_1 = -t_0;
double tmp_1;
if (a <= -2e-312) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = t_1;
} else {
tmp_1 = t_1;
}
return tmp_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(a, b, c)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: t_1
real(8) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
t_0 = sqrt(((c / a) * (-1.0d0)))
t_1 = -t_0
if (a <= (-2d-312)) then
if (b >= 0.0d0) then
tmp_2 = t_1
else
tmp_2 = t_0
end if
tmp_1 = tmp_2
else if (b >= 0.0d0) then
tmp_1 = t_1
else
tmp_1 = t_1
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double t_0 = Math.sqrt(((c / a) * -1.0));
double t_1 = -t_0;
double tmp_1;
if (a <= -2e-312) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = t_1;
} else {
tmp_1 = t_1;
}
return tmp_1;
}
def code(a, b, c): t_0 = math.sqrt(((c / a) * -1.0)) t_1 = -t_0 tmp_1 = 0 if a <= -2e-312: tmp_2 = 0 if b >= 0.0: tmp_2 = t_1 else: tmp_2 = t_0 tmp_1 = tmp_2 elif b >= 0.0: tmp_1 = t_1 else: tmp_1 = t_1 return tmp_1
function code(a, b, c) t_0 = sqrt(Float64(Float64(c / a) * -1.0)) t_1 = Float64(-t_0) tmp_1 = 0.0 if (a <= -2e-312) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_1; else tmp_2 = t_0; end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = t_1; else tmp_1 = t_1; end return tmp_1 end
function tmp_4 = code(a, b, c) t_0 = sqrt(((c / a) * -1.0)); t_1 = -t_0; tmp_2 = 0.0; if (a <= -2e-312) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = t_1; else tmp_3 = t_0; end tmp_2 = tmp_3; elseif (b >= 0.0) tmp_2 = t_1; else tmp_2 = t_1; end tmp_4 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = (-t$95$0)}, If[LessEqual[a, -2e-312], If[GreaterEqual[b, 0.0], t$95$1, t$95$0], If[GreaterEqual[b, 0.0], t$95$1, t$95$1]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\frac{c}{a} \cdot -1}\\
t_1 := -t\_0\\
\mathbf{if}\;a \leq -2 \cdot 10^{-312}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}
\end{array}
if a < -2.0000000000019e-312Initial program 69.0%
Taylor expanded in a around inf
*-commutativeN/A
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-/.f6433.9
Applied rewrites33.9%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f646.3
Applied rewrites6.3%
Taylor expanded in a around -inf
mul-1-negN/A
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f64N/A
lift-neg.f646.3
Applied rewrites6.3%
Taylor expanded in c around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6421.1
Applied rewrites21.1%
if -2.0000000000019e-312 < a Initial program 72.6%
Taylor expanded in a around inf
*-commutativeN/A
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-/.f6449.4
Applied rewrites49.4%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6431.5
Applied rewrites31.5%
Taylor expanded in a around -inf
mul-1-negN/A
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f64N/A
lift-neg.f6431.5
Applied rewrites31.5%
(FPCore (a b c) :precision binary64 (let* ((t_0 (sqrt (* (/ c a) -1.0)))) (if (>= b 0.0) (- t_0) t_0)))
double code(double a, double b, double c) {
double t_0 = sqrt(((c / a) * -1.0));
double tmp;
if (b >= 0.0) {
tmp = -t_0;
} else {
tmp = t_0;
}
return tmp;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(a, b, c)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: tmp
t_0 = sqrt(((c / a) * (-1.0d0)))
if (b >= 0.0d0) then
tmp = -t_0
else
tmp = t_0
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double t_0 = Math.sqrt(((c / a) * -1.0));
double tmp;
if (b >= 0.0) {
tmp = -t_0;
} else {
tmp = t_0;
}
return tmp;
}
def code(a, b, c): t_0 = math.sqrt(((c / a) * -1.0)) tmp = 0 if b >= 0.0: tmp = -t_0 else: tmp = t_0 return tmp
function code(a, b, c) t_0 = sqrt(Float64(Float64(c / a) * -1.0)) tmp = 0.0 if (b >= 0.0) tmp = Float64(-t_0); else tmp = t_0; end return tmp end
function tmp_2 = code(a, b, c) t_0 = sqrt(((c / a) * -1.0)); tmp = 0.0; if (b >= 0.0) tmp = -t_0; else tmp = t_0; end tmp_2 = tmp; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]}, If[GreaterEqual[b, 0.0], (-t$95$0), t$95$0]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\frac{c}{a} \cdot -1}\\
\mathbf{if}\;b \geq 0:\\
\;\;\;\;-t\_0\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
Initial program 70.9%
Taylor expanded in a around inf
*-commutativeN/A
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-/.f6441.9
Applied rewrites41.9%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6419.4
Applied rewrites19.4%
Taylor expanded in a around -inf
mul-1-negN/A
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f64N/A
lift-neg.f6419.4
Applied rewrites19.4%
Taylor expanded in c around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6421.0
Applied rewrites21.0%
herbie shell --seed 2025051
(FPCore (a b c)
:name "jeff quadratic root 1"
:precision binary64
(if (>= b 0.0) (/ (- (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a)) (/ (* 2.0 c) (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))))))