
(FPCore (a b c) :precision binary64 (let* ((t_0 (sqrt (- (* b b) (* (* 4.0 a) c))))) (if (>= b 0.0) (/ (* 2.0 c) (- (- b) t_0)) (/ (+ (- b) t_0) (* 2.0 a)))))
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 = (2.0 * c) / (-b - t_0);
} else {
tmp = (-b + t_0) / (2.0 * a);
}
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 = (2.0d0 * c) / (-b - t_0)
else
tmp = (-b + t_0) / (2.0d0 * a)
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 = (2.0 * c) / (-b - t_0);
} else {
tmp = (-b + t_0) / (2.0 * a);
}
return tmp;
}
def code(a, b, c): t_0 = math.sqrt(((b * b) - ((4.0 * a) * c))) tmp = 0 if b >= 0.0: tmp = (2.0 * c) / (-b - t_0) else: tmp = (-b + t_0) / (2.0 * a) 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(2.0 * c) / Float64(Float64(-b) - t_0)); else tmp = Float64(Float64(Float64(-b) + t_0) / Float64(2.0 * a)); 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 = (2.0 * c) / (-b - t_0); else tmp = (-b + t_0) / (2.0 * a); 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[(2.0 * c), $MachinePrecision] / N[((-b) - t$95$0), $MachinePrecision]), $MachinePrecision], N[(N[((-b) + t$95$0), $MachinePrecision] / N[(2.0 * a), $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{2 \cdot c}{\left(-b\right) - t\_0}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) + t\_0}{2 \cdot a}\\
\end{array}
\end{array}
Herbie found 12 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (a b c) :precision binary64 (let* ((t_0 (sqrt (- (* b b) (* (* 4.0 a) c))))) (if (>= b 0.0) (/ (* 2.0 c) (- (- b) t_0)) (/ (+ (- b) t_0) (* 2.0 a)))))
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 = (2.0 * c) / (-b - t_0);
} else {
tmp = (-b + t_0) / (2.0 * a);
}
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 = (2.0d0 * c) / (-b - t_0)
else
tmp = (-b + t_0) / (2.0d0 * a)
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 = (2.0 * c) / (-b - t_0);
} else {
tmp = (-b + t_0) / (2.0 * a);
}
return tmp;
}
def code(a, b, c): t_0 = math.sqrt(((b * b) - ((4.0 * a) * c))) tmp = 0 if b >= 0.0: tmp = (2.0 * c) / (-b - t_0) else: tmp = (-b + t_0) / (2.0 * a) 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(2.0 * c) / Float64(Float64(-b) - t_0)); else tmp = Float64(Float64(Float64(-b) + t_0) / Float64(2.0 * a)); 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 = (2.0 * c) / (-b - t_0); else tmp = (-b + t_0) / (2.0 * a); 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[(2.0 * c), $MachinePrecision] / N[((-b) - t$95$0), $MachinePrecision]), $MachinePrecision], N[(N[((-b) + t$95$0), $MachinePrecision] / N[(2.0 * a), $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{2 \cdot c}{\left(-b\right) - t\_0}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) + t\_0}{2 \cdot a}\\
\end{array}
\end{array}
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (fma (* -4.0 a) c (* b b)))))
(if (<= b -1.35e+40)
(if (>= b 0.0) (/ (* 2.0 c) (* -2.0 b)) (- (/ c b) (/ b a)))
(if (<= b 2.9e+49)
(if (>= b 0.0) (* (/ c (+ t_0 b)) -2.0) (* (/ (- t_0 b) a) 0.5))
(if (>= b 0.0) (/ (* 2.0 c) (- (- b) b)) (sqrt (/ (- c) a)))))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma((-4.0 * a), c, (b * b)));
double tmp_1;
if (b <= -1.35e+40) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (2.0 * c) / (-2.0 * b);
} else {
tmp_2 = (c / b) - (b / a);
}
tmp_1 = tmp_2;
} else if (b <= 2.9e+49) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (c / (t_0 + b)) * -2.0;
} else {
tmp_3 = ((t_0 - b) / a) * 0.5;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (2.0 * c) / (-b - b);
} else {
tmp_1 = sqrt((-c / a));
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(fma(Float64(-4.0 * a), c, Float64(b * b))) tmp_1 = 0.0 if (b <= -1.35e+40) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(2.0 * c) / Float64(-2.0 * b)); else tmp_2 = Float64(Float64(c / b) - Float64(b / a)); end tmp_1 = tmp_2; elseif (b <= 2.9e+49) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(c / Float64(t_0 + b)) * -2.0); else tmp_3 = Float64(Float64(Float64(t_0 - b) / a) * 0.5); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * c) / Float64(Float64(-b) - b)); else tmp_1 = sqrt(Float64(Float64(-c) / a)); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(-4.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -1.35e+40], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[(-2.0 * b), $MachinePrecision]), $MachinePrecision], N[(N[(c / b), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 2.9e+49], If[GreaterEqual[b, 0.0], N[(N[(c / N[(t$95$0 + b), $MachinePrecision]), $MachinePrecision] * -2.0), $MachinePrecision], N[(N[(N[(t$95$0 - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) - b), $MachinePrecision]), $MachinePrecision], N[Sqrt[N[((-c) / a), $MachinePrecision]], $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\\
\mathbf{if}\;b \leq -1.35 \cdot 10^{+40}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{b} - \frac{b}{a}\\
\end{array}\\
\mathbf{elif}\;b \leq 2.9 \cdot 10^{+49}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{c}{t\_0 + b} \cdot -2\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0 - b}{a} \cdot 0.5\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) - b}\\
\mathbf{else}:\\
\;\;\;\;\sqrt{\frac{-c}{a}}\\
\end{array}
\end{array}
if b < -1.35000000000000005e40Initial program 62.7%
Taylor expanded in a around 0
Applied rewrites62.7%
Taylor expanded in a around 0
Applied rewrites2.3%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-*.f64N/A
lower-+.f64N/A
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
pow2N/A
lift-*.f64N/A
lower-/.f6493.3
Applied rewrites93.3%
Taylor expanded in c around 0
lower--.f64N/A
lower-/.f64N/A
lift-/.f6493.7
Applied rewrites93.7%
Taylor expanded in a around 0
lower-*.f6493.7
Applied rewrites93.7%
if -1.35000000000000005e40 < b < 2.9e49Initial program 85.3%
Taylor expanded in a around 0
Applied rewrites85.3%
if 2.9e49 < b Initial program 60.4%
Taylor expanded in a around 0
Applied rewrites93.6%
Taylor expanded in a around 0
Applied rewrites93.6%
Taylor expanded in a around -inf
fp-cancel-sign-sub-invN/A
metadata-evalN/A
lower--.f64N/A
mul-1-negN/A
lower-neg.f64N/A
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6493.6
Applied rewrites93.6%
Taylor expanded in c around -inf
sqrt-prodN/A
lower-sqrt.f64N/A
*-commutativeN/A
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f6493.6
Applied rewrites93.6%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (* -4.0 (* a c)))))
(if (<= b -1.35e+40)
(if (>= b 0.0) (/ (* 2.0 c) (* -2.0 b)) (- (/ c b) (/ b a)))
(if (<= b -1e-204)
(if (>= b 0.0)
(* (/ c (fma -2.0 (/ (* a c) b) (+ b b))) -2.0)
(* (/ (- (sqrt (fma (* -4.0 a) c (* b b))) b) a) 0.5))
(if (<= b 1.86e+46)
(if (>= b 0.0) (* (/ c (+ t_0 b)) -2.0) (* (/ (- t_0 b) a) 0.5))
(if (>= b 0.0) (/ (* 2.0 c) (- (- b) b)) (sqrt (/ (- c) a))))))))
double code(double a, double b, double c) {
double t_0 = sqrt((-4.0 * (a * c)));
double tmp_1;
if (b <= -1.35e+40) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (2.0 * c) / (-2.0 * b);
} else {
tmp_2 = (c / b) - (b / a);
}
tmp_1 = tmp_2;
} else if (b <= -1e-204) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (c / fma(-2.0, ((a * c) / b), (b + b))) * -2.0;
} else {
tmp_3 = ((sqrt(fma((-4.0 * a), c, (b * b))) - b) / a) * 0.5;
}
tmp_1 = tmp_3;
} else if (b <= 1.86e+46) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = (c / (t_0 + b)) * -2.0;
} else {
tmp_4 = ((t_0 - b) / a) * 0.5;
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = (2.0 * c) / (-b - b);
} else {
tmp_1 = sqrt((-c / a));
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(Float64(-4.0 * Float64(a * c))) tmp_1 = 0.0 if (b <= -1.35e+40) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(2.0 * c) / Float64(-2.0 * b)); else tmp_2 = Float64(Float64(c / b) - Float64(b / a)); end tmp_1 = tmp_2; elseif (b <= -1e-204) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(c / fma(-2.0, Float64(Float64(a * c) / b), Float64(b + b))) * -2.0); else tmp_3 = Float64(Float64(Float64(sqrt(fma(Float64(-4.0 * a), c, Float64(b * b))) - b) / a) * 0.5); end tmp_1 = tmp_3; elseif (b <= 1.86e+46) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(Float64(c / Float64(t_0 + b)) * -2.0); else tmp_4 = Float64(Float64(Float64(t_0 - b) / a) * 0.5); end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * c) / Float64(Float64(-b) - b)); else tmp_1 = sqrt(Float64(Float64(-c) / a)); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(-4.0 * N[(a * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -1.35e+40], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[(-2.0 * b), $MachinePrecision]), $MachinePrecision], N[(N[(c / b), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, -1e-204], If[GreaterEqual[b, 0.0], N[(N[(c / N[(-2.0 * N[(N[(a * c), $MachinePrecision] / b), $MachinePrecision] + N[(b + b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * -2.0), $MachinePrecision], N[(N[(N[(N[Sqrt[N[(N[(-4.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]], If[LessEqual[b, 1.86e+46], If[GreaterEqual[b, 0.0], N[(N[(c / N[(t$95$0 + b), $MachinePrecision]), $MachinePrecision] * -2.0), $MachinePrecision], N[(N[(N[(t$95$0 - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) - b), $MachinePrecision]), $MachinePrecision], N[Sqrt[N[((-c) / a), $MachinePrecision]], $MachinePrecision]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{-4 \cdot \left(a \cdot c\right)}\\
\mathbf{if}\;b \leq -1.35 \cdot 10^{+40}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{b} - \frac{b}{a}\\
\end{array}\\
\mathbf{elif}\;b \leq -1 \cdot 10^{-204}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{c}{\mathsf{fma}\left(-2, \frac{a \cdot c}{b}, b + b\right)} \cdot -2\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}{a} \cdot 0.5\\
\end{array}\\
\mathbf{elif}\;b \leq 1.86 \cdot 10^{+46}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{c}{t\_0 + b} \cdot -2\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0 - b}{a} \cdot 0.5\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) - b}\\
\mathbf{else}:\\
\;\;\;\;\sqrt{\frac{-c}{a}}\\
\end{array}
\end{array}
if b < -1.35000000000000005e40Initial program 62.7%
Taylor expanded in a around 0
Applied rewrites62.7%
Taylor expanded in a around 0
Applied rewrites2.3%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-*.f64N/A
lower-+.f64N/A
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
pow2N/A
lift-*.f64N/A
lower-/.f6493.3
Applied rewrites93.3%
Taylor expanded in c around 0
lower--.f64N/A
lower-/.f64N/A
lift-/.f6493.7
Applied rewrites93.7%
Taylor expanded in a around 0
lower-*.f6493.7
Applied rewrites93.7%
if -1.35000000000000005e40 < b < -1e-204Initial program 87.7%
Taylor expanded in a around 0
Applied rewrites87.7%
Taylor expanded in a around 0
lower-fma.f64N/A
lower-/.f64N/A
lift-*.f64N/A
count-2-revN/A
lower-+.f6487.7
Applied rewrites87.7%
if -1e-204 < b < 1.8600000000000001e46Initial program 83.8%
Taylor expanded in a around 0
Applied rewrites83.8%
Taylor expanded in a around inf
lift-*.f64N/A
lift-*.f6460.7
Applied rewrites60.7%
Taylor expanded in a around inf
lift-*.f64N/A
lift-*.f6460.7
Applied rewrites60.7%
if 1.8600000000000001e46 < b Initial program 60.6%
Taylor expanded in a around 0
Applied rewrites93.5%
Taylor expanded in a around 0
Applied rewrites93.5%
Taylor expanded in a around -inf
fp-cancel-sign-sub-invN/A
metadata-evalN/A
lower--.f64N/A
mul-1-negN/A
lower-neg.f64N/A
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6493.5
Applied rewrites93.5%
Taylor expanded in c around -inf
sqrt-prodN/A
lower-sqrt.f64N/A
*-commutativeN/A
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f6493.5
Applied rewrites93.5%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (* -4.0 (* a c)))))
(if (<= b -5.5e-36)
(if (>= b 0.0) (/ (* 2.0 c) (* -2.0 b)) (- (/ c b) (/ b a)))
(if (<= b 1.86e+46)
(if (>= b 0.0) (* (/ c (+ t_0 b)) -2.0) (* (/ (- t_0 b) a) 0.5))
(if (>= b 0.0) (/ (* 2.0 c) (- (- b) b)) (sqrt (/ (- c) a)))))))
double code(double a, double b, double c) {
double t_0 = sqrt((-4.0 * (a * c)));
double tmp_1;
if (b <= -5.5e-36) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (2.0 * c) / (-2.0 * b);
} else {
tmp_2 = (c / b) - (b / a);
}
tmp_1 = tmp_2;
} else if (b <= 1.86e+46) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (c / (t_0 + b)) * -2.0;
} else {
tmp_3 = ((t_0 - b) / a) * 0.5;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (2.0 * c) / (-b - b);
} else {
tmp_1 = sqrt((-c / a));
}
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) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
real(8) :: tmp_3
t_0 = sqrt(((-4.0d0) * (a * c)))
if (b <= (-5.5d-36)) then
if (b >= 0.0d0) then
tmp_2 = (2.0d0 * c) / ((-2.0d0) * b)
else
tmp_2 = (c / b) - (b / a)
end if
tmp_1 = tmp_2
else if (b <= 1.86d+46) then
if (b >= 0.0d0) then
tmp_3 = (c / (t_0 + b)) * (-2.0d0)
else
tmp_3 = ((t_0 - b) / a) * 0.5d0
end if
tmp_1 = tmp_3
else if (b >= 0.0d0) then
tmp_1 = (2.0d0 * c) / (-b - b)
else
tmp_1 = sqrt((-c / a))
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double t_0 = Math.sqrt((-4.0 * (a * c)));
double tmp_1;
if (b <= -5.5e-36) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (2.0 * c) / (-2.0 * b);
} else {
tmp_2 = (c / b) - (b / a);
}
tmp_1 = tmp_2;
} else if (b <= 1.86e+46) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (c / (t_0 + b)) * -2.0;
} else {
tmp_3 = ((t_0 - b) / a) * 0.5;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (2.0 * c) / (-b - b);
} else {
tmp_1 = Math.sqrt((-c / a));
}
return tmp_1;
}
def code(a, b, c): t_0 = math.sqrt((-4.0 * (a * c))) tmp_1 = 0 if b <= -5.5e-36: tmp_2 = 0 if b >= 0.0: tmp_2 = (2.0 * c) / (-2.0 * b) else: tmp_2 = (c / b) - (b / a) tmp_1 = tmp_2 elif b <= 1.86e+46: tmp_3 = 0 if b >= 0.0: tmp_3 = (c / (t_0 + b)) * -2.0 else: tmp_3 = ((t_0 - b) / a) * 0.5 tmp_1 = tmp_3 elif b >= 0.0: tmp_1 = (2.0 * c) / (-b - b) else: tmp_1 = math.sqrt((-c / a)) return tmp_1
function code(a, b, c) t_0 = sqrt(Float64(-4.0 * Float64(a * c))) tmp_1 = 0.0 if (b <= -5.5e-36) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(2.0 * c) / Float64(-2.0 * b)); else tmp_2 = Float64(Float64(c / b) - Float64(b / a)); end tmp_1 = tmp_2; elseif (b <= 1.86e+46) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(c / Float64(t_0 + b)) * -2.0); else tmp_3 = Float64(Float64(Float64(t_0 - b) / a) * 0.5); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * c) / Float64(Float64(-b) - b)); else tmp_1 = sqrt(Float64(Float64(-c) / a)); end return tmp_1 end
function tmp_5 = code(a, b, c) t_0 = sqrt((-4.0 * (a * c))); tmp_2 = 0.0; if (b <= -5.5e-36) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = (2.0 * c) / (-2.0 * b); else tmp_3 = (c / b) - (b / a); end tmp_2 = tmp_3; elseif (b <= 1.86e+46) tmp_4 = 0.0; if (b >= 0.0) tmp_4 = (c / (t_0 + b)) * -2.0; else tmp_4 = ((t_0 - b) / a) * 0.5; end tmp_2 = tmp_4; elseif (b >= 0.0) tmp_2 = (2.0 * c) / (-b - b); else tmp_2 = sqrt((-c / a)); end tmp_5 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(-4.0 * N[(a * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -5.5e-36], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[(-2.0 * b), $MachinePrecision]), $MachinePrecision], N[(N[(c / b), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 1.86e+46], If[GreaterEqual[b, 0.0], N[(N[(c / N[(t$95$0 + b), $MachinePrecision]), $MachinePrecision] * -2.0), $MachinePrecision], N[(N[(N[(t$95$0 - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) - b), $MachinePrecision]), $MachinePrecision], N[Sqrt[N[((-c) / a), $MachinePrecision]], $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{-4 \cdot \left(a \cdot c\right)}\\
\mathbf{if}\;b \leq -5.5 \cdot 10^{-36}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{b} - \frac{b}{a}\\
\end{array}\\
\mathbf{elif}\;b \leq 1.86 \cdot 10^{+46}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{c}{t\_0 + b} \cdot -2\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0 - b}{a} \cdot 0.5\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) - b}\\
\mathbf{else}:\\
\;\;\;\;\sqrt{\frac{-c}{a}}\\
\end{array}
\end{array}
if b < -5.49999999999999984e-36Initial program 67.8%
Taylor expanded in a around 0
Applied rewrites67.8%
Taylor expanded in a around 0
Applied rewrites2.4%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-*.f64N/A
lower-+.f64N/A
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
pow2N/A
lift-*.f64N/A
lower-/.f6489.0
Applied rewrites89.0%
Taylor expanded in c around 0
lower--.f64N/A
lower-/.f64N/A
lift-/.f6489.3
Applied rewrites89.3%
Taylor expanded in a around 0
lower-*.f6489.3
Applied rewrites89.3%
if -5.49999999999999984e-36 < b < 1.8600000000000001e46Initial program 84.3%
Taylor expanded in a around 0
Applied rewrites84.3%
Taylor expanded in a around inf
lift-*.f64N/A
lift-*.f6467.6
Applied rewrites67.6%
Taylor expanded in a around inf
lift-*.f64N/A
lift-*.f6460.8
Applied rewrites60.8%
if 1.8600000000000001e46 < b Initial program 60.6%
Taylor expanded in a around 0
Applied rewrites93.5%
Taylor expanded in a around 0
Applied rewrites93.5%
Taylor expanded in a around -inf
fp-cancel-sign-sub-invN/A
metadata-evalN/A
lower--.f64N/A
mul-1-negN/A
lower-neg.f64N/A
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6493.5
Applied rewrites93.5%
Taylor expanded in c around -inf
sqrt-prodN/A
lower-sqrt.f64N/A
*-commutativeN/A
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f6493.5
Applied rewrites93.5%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (* (* a c) -4.0))))
(if (<= b -2.4e-36)
(if (>= b 0.0) (/ (* 2.0 c) (* -2.0 b)) (- (/ c b) (/ b a)))
(if (<= b 3e+24)
(if (>= b 0.0) (/ (+ c c) (- t_0)) (/ t_0 (+ a a)))
(if (>= b 0.0) (/ (+ c c) (- (- b) b)) (/ (+ (- b) b) (+ a a)))))))
double code(double a, double b, double c) {
double t_0 = sqrt(((a * c) * -4.0));
double tmp_1;
if (b <= -2.4e-36) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (2.0 * c) / (-2.0 * b);
} else {
tmp_2 = (c / b) - (b / a);
}
tmp_1 = tmp_2;
} else if (b <= 3e+24) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (c + c) / -t_0;
} else {
tmp_3 = t_0 / (a + a);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (c + c) / (-b - b);
} else {
tmp_1 = (-b + b) / (a + a);
}
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) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
real(8) :: tmp_3
t_0 = sqrt(((a * c) * (-4.0d0)))
if (b <= (-2.4d-36)) then
if (b >= 0.0d0) then
tmp_2 = (2.0d0 * c) / ((-2.0d0) * b)
else
tmp_2 = (c / b) - (b / a)
end if
tmp_1 = tmp_2
else if (b <= 3d+24) then
if (b >= 0.0d0) then
tmp_3 = (c + c) / -t_0
else
tmp_3 = t_0 / (a + a)
end if
tmp_1 = tmp_3
else if (b >= 0.0d0) then
tmp_1 = (c + c) / (-b - b)
else
tmp_1 = (-b + b) / (a + a)
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double t_0 = Math.sqrt(((a * c) * -4.0));
double tmp_1;
if (b <= -2.4e-36) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (2.0 * c) / (-2.0 * b);
} else {
tmp_2 = (c / b) - (b / a);
}
tmp_1 = tmp_2;
} else if (b <= 3e+24) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (c + c) / -t_0;
} else {
tmp_3 = t_0 / (a + a);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (c + c) / (-b - b);
} else {
tmp_1 = (-b + b) / (a + a);
}
return tmp_1;
}
def code(a, b, c): t_0 = math.sqrt(((a * c) * -4.0)) tmp_1 = 0 if b <= -2.4e-36: tmp_2 = 0 if b >= 0.0: tmp_2 = (2.0 * c) / (-2.0 * b) else: tmp_2 = (c / b) - (b / a) tmp_1 = tmp_2 elif b <= 3e+24: tmp_3 = 0 if b >= 0.0: tmp_3 = (c + c) / -t_0 else: tmp_3 = t_0 / (a + a) tmp_1 = tmp_3 elif b >= 0.0: tmp_1 = (c + c) / (-b - b) else: tmp_1 = (-b + b) / (a + a) return tmp_1
function code(a, b, c) t_0 = sqrt(Float64(Float64(a * c) * -4.0)) tmp_1 = 0.0 if (b <= -2.4e-36) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(2.0 * c) / Float64(-2.0 * b)); else tmp_2 = Float64(Float64(c / b) - Float64(b / a)); end tmp_1 = tmp_2; elseif (b <= 3e+24) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(c + c) / Float64(-t_0)); else tmp_3 = Float64(t_0 / Float64(a + a)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(c + c) / Float64(Float64(-b) - b)); else tmp_1 = Float64(Float64(Float64(-b) + b) / Float64(a + a)); end return tmp_1 end
function tmp_5 = code(a, b, c) t_0 = sqrt(((a * c) * -4.0)); tmp_2 = 0.0; if (b <= -2.4e-36) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = (2.0 * c) / (-2.0 * b); else tmp_3 = (c / b) - (b / a); end tmp_2 = tmp_3; elseif (b <= 3e+24) tmp_4 = 0.0; if (b >= 0.0) tmp_4 = (c + c) / -t_0; else tmp_4 = t_0 / (a + a); end tmp_2 = tmp_4; elseif (b >= 0.0) tmp_2 = (c + c) / (-b - b); else tmp_2 = (-b + b) / (a + a); end tmp_5 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -2.4e-36], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[(-2.0 * b), $MachinePrecision]), $MachinePrecision], N[(N[(c / b), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 3e+24], If[GreaterEqual[b, 0.0], N[(N[(c + c), $MachinePrecision] / (-t$95$0)), $MachinePrecision], N[(t$95$0 / N[(a + a), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(c + c), $MachinePrecision] / N[((-b) - b), $MachinePrecision]), $MachinePrecision], N[(N[((-b) + b), $MachinePrecision] / N[(a + a), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\left(a \cdot c\right) \cdot -4}\\
\mathbf{if}\;b \leq -2.4 \cdot 10^{-36}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{b} - \frac{b}{a}\\
\end{array}\\
\mathbf{elif}\;b \leq 3 \cdot 10^{+24}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{c + c}{-t\_0}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0}{a + a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c + c}{\left(-b\right) - b}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) + b}{a + a}\\
\end{array}
\end{array}
if b < -2.4e-36Initial program 67.8%
Taylor expanded in a around 0
Applied rewrites67.8%
Taylor expanded in a around 0
Applied rewrites2.4%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-*.f64N/A
lower-+.f64N/A
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
pow2N/A
lift-*.f64N/A
lower-/.f6488.9
Applied rewrites88.9%
Taylor expanded in c around 0
lower--.f64N/A
lower-/.f64N/A
lift-/.f6489.3
Applied rewrites89.3%
Taylor expanded in a around 0
lower-*.f6489.3
Applied rewrites89.3%
if -2.4e-36 < b < 2.99999999999999995e24Initial program 83.9%
Taylor expanded in a around 0
Applied rewrites55.5%
Taylor expanded in a around 0
Applied rewrites21.3%
Taylor expanded in a around inf
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-*.f6447.1
Applied rewrites47.1%
lift-*.f64N/A
count-2-revN/A
lower-+.f6447.1
lift-*.f64N/A
count-2-revN/A
lower-+.f6447.1
Applied rewrites47.1%
Taylor expanded in a around inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-prodN/A
lift-*.f64N/A
lift-*.f64N/A
lift-sqrt.f6458.7
Applied rewrites58.7%
if 2.99999999999999995e24 < b Initial program 62.7%
Taylor expanded in a around 0
Applied rewrites92.2%
Taylor expanded in a around 0
Applied rewrites92.2%
lift-*.f64N/A
count-2-revN/A
lower-+.f6492.2
lift-*.f64N/A
count-2-revN/A
lower-+.f6492.2
Applied rewrites92.2%
(FPCore (a b c)
:precision binary64
(if (<= b -2.4e-36)
(if (>= b 0.0) (/ (* 2.0 c) (* -2.0 b)) (- (/ c b) (/ b a)))
(if (>= b 0.0)
(/ (+ c c) (- (- b) b))
(/ (sqrt (* (* a c) -4.0)) (+ a a)))))
double code(double a, double b, double c) {
double tmp_1;
if (b <= -2.4e-36) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (2.0 * c) / (-2.0 * b);
} else {
tmp_2 = (c / b) - (b / a);
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (c + c) / (-b - b);
} else {
tmp_1 = sqrt(((a * c) * -4.0)) / (a + a);
}
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) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
if (b <= (-2.4d-36)) then
if (b >= 0.0d0) then
tmp_2 = (2.0d0 * c) / ((-2.0d0) * b)
else
tmp_2 = (c / b) - (b / a)
end if
tmp_1 = tmp_2
else if (b >= 0.0d0) then
tmp_1 = (c + c) / (-b - b)
else
tmp_1 = sqrt(((a * c) * (-4.0d0))) / (a + a)
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double tmp_1;
if (b <= -2.4e-36) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (2.0 * c) / (-2.0 * b);
} else {
tmp_2 = (c / b) - (b / a);
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (c + c) / (-b - b);
} else {
tmp_1 = Math.sqrt(((a * c) * -4.0)) / (a + a);
}
return tmp_1;
}
def code(a, b, c): tmp_1 = 0 if b <= -2.4e-36: tmp_2 = 0 if b >= 0.0: tmp_2 = (2.0 * c) / (-2.0 * b) else: tmp_2 = (c / b) - (b / a) tmp_1 = tmp_2 elif b >= 0.0: tmp_1 = (c + c) / (-b - b) else: tmp_1 = math.sqrt(((a * c) * -4.0)) / (a + a) return tmp_1
function code(a, b, c) tmp_1 = 0.0 if (b <= -2.4e-36) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(2.0 * c) / Float64(-2.0 * b)); else tmp_2 = Float64(Float64(c / b) - Float64(b / a)); end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = Float64(Float64(c + c) / Float64(Float64(-b) - b)); else tmp_1 = Float64(sqrt(Float64(Float64(a * c) * -4.0)) / Float64(a + a)); end return tmp_1 end
function tmp_4 = code(a, b, c) tmp_2 = 0.0; if (b <= -2.4e-36) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = (2.0 * c) / (-2.0 * b); else tmp_3 = (c / b) - (b / a); end tmp_2 = tmp_3; elseif (b >= 0.0) tmp_2 = (c + c) / (-b - b); else tmp_2 = sqrt(((a * c) * -4.0)) / (a + a); end tmp_4 = tmp_2; end
code[a_, b_, c_] := If[LessEqual[b, -2.4e-36], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[(-2.0 * b), $MachinePrecision]), $MachinePrecision], N[(N[(c / b), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(c + c), $MachinePrecision] / N[((-b) - b), $MachinePrecision]), $MachinePrecision], N[(N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision] / N[(a + a), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq -2.4 \cdot 10^{-36}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{b} - \frac{b}{a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c + c}{\left(-b\right) - b}\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{\left(a \cdot c\right) \cdot -4}}{a + a}\\
\end{array}
\end{array}
if b < -2.4e-36Initial program 67.8%
Taylor expanded in a around 0
Applied rewrites67.8%
Taylor expanded in a around 0
Applied rewrites2.4%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-*.f64N/A
lower-+.f64N/A
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
pow2N/A
lift-*.f64N/A
lower-/.f6488.9
Applied rewrites88.9%
Taylor expanded in c around 0
lower--.f64N/A
lower-/.f64N/A
lift-/.f6489.3
Applied rewrites89.3%
Taylor expanded in a around 0
lower-*.f6489.3
Applied rewrites89.3%
if -2.4e-36 < b Initial program 75.0%
Taylor expanded in a around 0
Applied rewrites70.9%
Taylor expanded in a around 0
Applied rewrites51.1%
Taylor expanded in a around inf
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-*.f6466.0
Applied rewrites66.0%
lift-*.f64N/A
count-2-revN/A
lower-+.f6466.0
lift-*.f64N/A
count-2-revN/A
lower-+.f6466.0
Applied rewrites66.0%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (if (>= b 0.0) (/ (* 2.0 c) (* -2.0 b)) (- (/ c b) (/ b a))))
(t_1 (sqrt (* (/ c a) -1.0))))
(if (<= b -3.4e-156)
t_0
(if (<= b 7.6e-290)
(if (>= b 0.0) (- (/ b a)) (- t_1))
(if (<= b 3.7e-206)
(if (>= b 0.0) t_1 (/ (* -2.0 b) (* 2.0 a)))
t_0)))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (2.0 * c) / (-2.0 * b);
} else {
tmp = (c / b) - (b / a);
}
double t_0 = tmp;
double t_1 = sqrt(((c / a) * -1.0));
double tmp_1;
if (b <= -3.4e-156) {
tmp_1 = t_0;
} else if (b <= 7.6e-290) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -(b / a);
} else {
tmp_2 = -t_1;
}
tmp_1 = tmp_2;
} else if (b <= 3.7e-206) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_1;
} else {
tmp_3 = (-2.0 * b) / (2.0 * a);
}
tmp_1 = tmp_3;
} else {
tmp_1 = t_0;
}
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
if (b >= 0.0d0) then
tmp = (2.0d0 * c) / ((-2.0d0) * b)
else
tmp = (c / b) - (b / a)
end if
t_0 = tmp
t_1 = sqrt(((c / a) * (-1.0d0)))
if (b <= (-3.4d-156)) then
tmp_1 = t_0
else if (b <= 7.6d-290) then
if (b >= 0.0d0) then
tmp_2 = -(b / a)
else
tmp_2 = -t_1
end if
tmp_1 = tmp_2
else if (b <= 3.7d-206) then
if (b >= 0.0d0) then
tmp_3 = t_1
else
tmp_3 = ((-2.0d0) * b) / (2.0d0 * a)
end if
tmp_1 = tmp_3
else
tmp_1 = t_0
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (2.0 * c) / (-2.0 * b);
} else {
tmp = (c / b) - (b / a);
}
double t_0 = tmp;
double t_1 = Math.sqrt(((c / a) * -1.0));
double tmp_1;
if (b <= -3.4e-156) {
tmp_1 = t_0;
} else if (b <= 7.6e-290) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -(b / a);
} else {
tmp_2 = -t_1;
}
tmp_1 = tmp_2;
} else if (b <= 3.7e-206) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_1;
} else {
tmp_3 = (-2.0 * b) / (2.0 * a);
}
tmp_1 = tmp_3;
} else {
tmp_1 = t_0;
}
return tmp_1;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = (2.0 * c) / (-2.0 * b) else: tmp = (c / b) - (b / a) t_0 = tmp t_1 = math.sqrt(((c / a) * -1.0)) tmp_1 = 0 if b <= -3.4e-156: tmp_1 = t_0 elif b <= 7.6e-290: tmp_2 = 0 if b >= 0.0: tmp_2 = -(b / a) else: tmp_2 = -t_1 tmp_1 = tmp_2 elif b <= 3.7e-206: tmp_3 = 0 if b >= 0.0: tmp_3 = t_1 else: tmp_3 = (-2.0 * b) / (2.0 * a) tmp_1 = tmp_3 else: tmp_1 = t_0 return tmp_1
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(2.0 * c) / Float64(-2.0 * b)); else tmp = Float64(Float64(c / b) - Float64(b / a)); end t_0 = tmp t_1 = sqrt(Float64(Float64(c / a) * -1.0)) tmp_1 = 0.0 if (b <= -3.4e-156) tmp_1 = t_0; elseif (b <= 7.6e-290) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(-Float64(b / a)); else tmp_2 = Float64(-t_1); end tmp_1 = tmp_2; elseif (b <= 3.7e-206) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = t_1; else tmp_3 = Float64(Float64(-2.0 * b) / Float64(2.0 * a)); end tmp_1 = tmp_3; else tmp_1 = t_0; end return tmp_1 end
function tmp_5 = code(a, b, c) tmp = 0.0; if (b >= 0.0) tmp = (2.0 * c) / (-2.0 * b); else tmp = (c / b) - (b / a); end t_0 = tmp; t_1 = sqrt(((c / a) * -1.0)); tmp_2 = 0.0; if (b <= -3.4e-156) tmp_2 = t_0; elseif (b <= 7.6e-290) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = -(b / a); else tmp_3 = -t_1; end tmp_2 = tmp_3; elseif (b <= 3.7e-206) tmp_4 = 0.0; if (b >= 0.0) tmp_4 = t_1; else tmp_4 = (-2.0 * b) / (2.0 * a); end tmp_2 = tmp_4; else tmp_2 = t_0; end tmp_5 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[(-2.0 * b), $MachinePrecision]), $MachinePrecision], N[(N[(c / b), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision]]}, Block[{t$95$1 = N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -3.4e-156], t$95$0, If[LessEqual[b, 7.6e-290], If[GreaterEqual[b, 0.0], (-N[(b / a), $MachinePrecision]), (-t$95$1)], If[LessEqual[b, 3.7e-206], If[GreaterEqual[b, 0.0], t$95$1, N[(N[(-2.0 * b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]], t$95$0]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{b} - \frac{b}{a}\\
\end{array}\\
t_1 := \sqrt{\frac{c}{a} \cdot -1}\\
\mathbf{if}\;b \leq -3.4 \cdot 10^{-156}:\\
\;\;\;\;t\_0\\
\mathbf{elif}\;b \leq 7.6 \cdot 10^{-290}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;-\frac{b}{a}\\
\mathbf{else}:\\
\;\;\;\;-t\_1\\
\end{array}\\
\mathbf{elif}\;b \leq 3.7 \cdot 10^{-206}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;\frac{-2 \cdot b}{2 \cdot a}\\
\end{array}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < -3.3999999999999999e-156 or 3.69999999999999998e-206 < b Initial program 71.7%
Taylor expanded in a around 0
Applied rewrites73.4%
Taylor expanded in a around 0
Applied rewrites39.8%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-*.f64N/A
lower-+.f64N/A
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
pow2N/A
lift-*.f64N/A
lower-/.f6477.1
Applied rewrites77.1%
Taylor expanded in c around 0
lower--.f64N/A
lower-/.f64N/A
lift-/.f6477.3
Applied rewrites77.3%
Taylor expanded in a around 0
lower-*.f6477.3
Applied rewrites77.3%
if -3.3999999999999999e-156 < b < 7.5999999999999995e-290Initial program 77.4%
Taylor expanded in a around 0
Applied rewrites69.2%
Taylor expanded in a around 0
Applied rewrites3.4%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lift-/.f643.3
Applied rewrites3.3%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-/.f6431.8
Applied rewrites31.8%
if 7.5999999999999995e-290 < b < 3.69999999999999998e-206Initial program 78.0%
Taylor expanded in a around 0
Applied rewrites8.7%
Taylor expanded in a around 0
Applied rewrites8.7%
Taylor expanded in a around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6434.2
Applied rewrites34.2%
Taylor expanded in b around -inf
lower-*.f6434.2
Applied rewrites34.2%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (* (/ c a) -1.0))))
(if (<= b -3.4e-156)
(if (>= b 0.0) (/ (* 2.0 c) (* -2.0 b)) (- (/ c b) (/ b a)))
(if (<= b 7.6e-290)
(if (>= b 0.0) (- (/ b a)) (- t_0))
(if (<= b 3.7e-206)
(if (>= b 0.0) t_0 (/ (* -2.0 b) (* 2.0 a)))
(if (>= b 0.0) (/ (+ c c) (- (- b) b)) (/ (+ (- b) b) (+ a a))))))))
double code(double a, double b, double c) {
double t_0 = sqrt(((c / a) * -1.0));
double tmp_1;
if (b <= -3.4e-156) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (2.0 * c) / (-2.0 * b);
} else {
tmp_2 = (c / b) - (b / a);
}
tmp_1 = tmp_2;
} else if (b <= 7.6e-290) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = -(b / a);
} else {
tmp_3 = -t_0;
}
tmp_1 = tmp_3;
} else if (b <= 3.7e-206) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = t_0;
} else {
tmp_4 = (-2.0 * b) / (2.0 * a);
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = (c + c) / (-b - b);
} else {
tmp_1 = (-b + b) / (a + a);
}
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) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
real(8) :: tmp_3
real(8) :: tmp_4
t_0 = sqrt(((c / a) * (-1.0d0)))
if (b <= (-3.4d-156)) then
if (b >= 0.0d0) then
tmp_2 = (2.0d0 * c) / ((-2.0d0) * b)
else
tmp_2 = (c / b) - (b / a)
end if
tmp_1 = tmp_2
else if (b <= 7.6d-290) then
if (b >= 0.0d0) then
tmp_3 = -(b / a)
else
tmp_3 = -t_0
end if
tmp_1 = tmp_3
else if (b <= 3.7d-206) then
if (b >= 0.0d0) then
tmp_4 = t_0
else
tmp_4 = ((-2.0d0) * b) / (2.0d0 * a)
end if
tmp_1 = tmp_4
else if (b >= 0.0d0) then
tmp_1 = (c + c) / (-b - b)
else
tmp_1 = (-b + b) / (a + a)
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 tmp_1;
if (b <= -3.4e-156) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (2.0 * c) / (-2.0 * b);
} else {
tmp_2 = (c / b) - (b / a);
}
tmp_1 = tmp_2;
} else if (b <= 7.6e-290) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = -(b / a);
} else {
tmp_3 = -t_0;
}
tmp_1 = tmp_3;
} else if (b <= 3.7e-206) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = t_0;
} else {
tmp_4 = (-2.0 * b) / (2.0 * a);
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = (c + c) / (-b - b);
} else {
tmp_1 = (-b + b) / (a + a);
}
return tmp_1;
}
def code(a, b, c): t_0 = math.sqrt(((c / a) * -1.0)) tmp_1 = 0 if b <= -3.4e-156: tmp_2 = 0 if b >= 0.0: tmp_2 = (2.0 * c) / (-2.0 * b) else: tmp_2 = (c / b) - (b / a) tmp_1 = tmp_2 elif b <= 7.6e-290: tmp_3 = 0 if b >= 0.0: tmp_3 = -(b / a) else: tmp_3 = -t_0 tmp_1 = tmp_3 elif b <= 3.7e-206: tmp_4 = 0 if b >= 0.0: tmp_4 = t_0 else: tmp_4 = (-2.0 * b) / (2.0 * a) tmp_1 = tmp_4 elif b >= 0.0: tmp_1 = (c + c) / (-b - b) else: tmp_1 = (-b + b) / (a + a) return tmp_1
function code(a, b, c) t_0 = sqrt(Float64(Float64(c / a) * -1.0)) tmp_1 = 0.0 if (b <= -3.4e-156) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(2.0 * c) / Float64(-2.0 * b)); else tmp_2 = Float64(Float64(c / b) - Float64(b / a)); end tmp_1 = tmp_2; elseif (b <= 7.6e-290) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(-Float64(b / a)); else tmp_3 = Float64(-t_0); end tmp_1 = tmp_3; elseif (b <= 3.7e-206) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = t_0; else tmp_4 = Float64(Float64(-2.0 * b) / Float64(2.0 * a)); end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = Float64(Float64(c + c) / Float64(Float64(-b) - b)); else tmp_1 = Float64(Float64(Float64(-b) + b) / Float64(a + a)); end return tmp_1 end
function tmp_6 = code(a, b, c) t_0 = sqrt(((c / a) * -1.0)); tmp_2 = 0.0; if (b <= -3.4e-156) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = (2.0 * c) / (-2.0 * b); else tmp_3 = (c / b) - (b / a); end tmp_2 = tmp_3; elseif (b <= 7.6e-290) tmp_4 = 0.0; if (b >= 0.0) tmp_4 = -(b / a); else tmp_4 = -t_0; end tmp_2 = tmp_4; elseif (b <= 3.7e-206) tmp_5 = 0.0; if (b >= 0.0) tmp_5 = t_0; else tmp_5 = (-2.0 * b) / (2.0 * a); end tmp_2 = tmp_5; elseif (b >= 0.0) tmp_2 = (c + c) / (-b - b); else tmp_2 = (-b + b) / (a + a); end tmp_6 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -3.4e-156], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[(-2.0 * b), $MachinePrecision]), $MachinePrecision], N[(N[(c / b), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 7.6e-290], If[GreaterEqual[b, 0.0], (-N[(b / a), $MachinePrecision]), (-t$95$0)], If[LessEqual[b, 3.7e-206], If[GreaterEqual[b, 0.0], t$95$0, N[(N[(-2.0 * b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(c + c), $MachinePrecision] / N[((-b) - b), $MachinePrecision]), $MachinePrecision], N[(N[((-b) + b), $MachinePrecision] / N[(a + a), $MachinePrecision]), $MachinePrecision]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\frac{c}{a} \cdot -1}\\
\mathbf{if}\;b \leq -3.4 \cdot 10^{-156}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{b} - \frac{b}{a}\\
\end{array}\\
\mathbf{elif}\;b \leq 7.6 \cdot 10^{-290}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;-\frac{b}{a}\\
\mathbf{else}:\\
\;\;\;\;-t\_0\\
\end{array}\\
\mathbf{elif}\;b \leq 3.7 \cdot 10^{-206}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;\frac{-2 \cdot b}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c + c}{\left(-b\right) - b}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) + b}{a + a}\\
\end{array}
\end{array}
if b < -3.3999999999999999e-156Initial program 71.8%
Taylor expanded in a around 0
Applied rewrites71.8%
Taylor expanded in a around 0
Applied rewrites2.6%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-*.f64N/A
lower-+.f64N/A
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
pow2N/A
lift-*.f64N/A
lower-/.f6479.6
Applied rewrites79.6%
Taylor expanded in c around 0
lower--.f64N/A
lower-/.f64N/A
lift-/.f6479.9
Applied rewrites79.9%
Taylor expanded in a around 0
lower-*.f6479.9
Applied rewrites79.9%
if -3.3999999999999999e-156 < b < 7.5999999999999995e-290Initial program 77.4%
Taylor expanded in a around 0
Applied rewrites69.2%
Taylor expanded in a around 0
Applied rewrites3.4%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lift-/.f643.3
Applied rewrites3.3%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-/.f6431.8
Applied rewrites31.8%
if 7.5999999999999995e-290 < b < 3.69999999999999998e-206Initial program 78.0%
Taylor expanded in a around 0
Applied rewrites8.7%
Taylor expanded in a around 0
Applied rewrites8.7%
Taylor expanded in a around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6434.2
Applied rewrites34.2%
Taylor expanded in b around -inf
lower-*.f6434.2
Applied rewrites34.2%
if 3.69999999999999998e-206 < b Initial program 71.7%
Taylor expanded in a around 0
Applied rewrites74.8%
Taylor expanded in a around 0
Applied rewrites74.8%
lift-*.f64N/A
count-2-revN/A
lower-+.f6474.8
lift-*.f64N/A
count-2-revN/A
lower-+.f6474.8
Applied rewrites74.8%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (* (/ c a) -1.0))) (t_1 (- (/ b a))))
(if (<= b -3.4e-156)
(if (>= b 0.0) t_1 (/ (- b) a))
(if (<= b 7.6e-290)
(if (>= b 0.0) t_1 (- t_0))
(if (<= b 3.7e-206)
(if (>= b 0.0) t_0 (/ (* -2.0 b) (* 2.0 a)))
(if (>= b 0.0) (* (/ c (+ b b)) -2.0) (* (/ (- b b) a) 0.5)))))))
double code(double a, double b, double c) {
double t_0 = sqrt(((c / a) * -1.0));
double t_1 = -(b / a);
double tmp_1;
if (b <= -3.4e-156) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = -b / a;
}
tmp_1 = tmp_2;
} else if (b <= 7.6e-290) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_1;
} else {
tmp_3 = -t_0;
}
tmp_1 = tmp_3;
} else if (b <= 3.7e-206) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = t_0;
} else {
tmp_4 = (-2.0 * b) / (2.0 * a);
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = (c / (b + b)) * -2.0;
} else {
tmp_1 = ((b - b) / a) * 0.5;
}
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
real(8) :: tmp_4
t_0 = sqrt(((c / a) * (-1.0d0)))
t_1 = -(b / a)
if (b <= (-3.4d-156)) then
if (b >= 0.0d0) then
tmp_2 = t_1
else
tmp_2 = -b / a
end if
tmp_1 = tmp_2
else if (b <= 7.6d-290) then
if (b >= 0.0d0) then
tmp_3 = t_1
else
tmp_3 = -t_0
end if
tmp_1 = tmp_3
else if (b <= 3.7d-206) then
if (b >= 0.0d0) then
tmp_4 = t_0
else
tmp_4 = ((-2.0d0) * b) / (2.0d0 * a)
end if
tmp_1 = tmp_4
else if (b >= 0.0d0) then
tmp_1 = (c / (b + b)) * (-2.0d0)
else
tmp_1 = ((b - b) / a) * 0.5d0
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 = -(b / a);
double tmp_1;
if (b <= -3.4e-156) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = -b / a;
}
tmp_1 = tmp_2;
} else if (b <= 7.6e-290) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_1;
} else {
tmp_3 = -t_0;
}
tmp_1 = tmp_3;
} else if (b <= 3.7e-206) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = t_0;
} else {
tmp_4 = (-2.0 * b) / (2.0 * a);
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = (c / (b + b)) * -2.0;
} else {
tmp_1 = ((b - b) / a) * 0.5;
}
return tmp_1;
}
def code(a, b, c): t_0 = math.sqrt(((c / a) * -1.0)) t_1 = -(b / a) tmp_1 = 0 if b <= -3.4e-156: tmp_2 = 0 if b >= 0.0: tmp_2 = t_1 else: tmp_2 = -b / a tmp_1 = tmp_2 elif b <= 7.6e-290: tmp_3 = 0 if b >= 0.0: tmp_3 = t_1 else: tmp_3 = -t_0 tmp_1 = tmp_3 elif b <= 3.7e-206: tmp_4 = 0 if b >= 0.0: tmp_4 = t_0 else: tmp_4 = (-2.0 * b) / (2.0 * a) tmp_1 = tmp_4 elif b >= 0.0: tmp_1 = (c / (b + b)) * -2.0 else: tmp_1 = ((b - b) / a) * 0.5 return tmp_1
function code(a, b, c) t_0 = sqrt(Float64(Float64(c / a) * -1.0)) t_1 = Float64(-Float64(b / a)) tmp_1 = 0.0 if (b <= -3.4e-156) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_1; else tmp_2 = Float64(Float64(-b) / a); end tmp_1 = tmp_2; elseif (b <= 7.6e-290) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = t_1; else tmp_3 = Float64(-t_0); end tmp_1 = tmp_3; elseif (b <= 3.7e-206) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = t_0; else tmp_4 = Float64(Float64(-2.0 * b) / Float64(2.0 * a)); end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = Float64(Float64(c / Float64(b + b)) * -2.0); else tmp_1 = Float64(Float64(Float64(b - b) / a) * 0.5); end return tmp_1 end
function tmp_6 = code(a, b, c) t_0 = sqrt(((c / a) * -1.0)); t_1 = -(b / a); tmp_2 = 0.0; if (b <= -3.4e-156) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = t_1; else tmp_3 = -b / a; end tmp_2 = tmp_3; elseif (b <= 7.6e-290) tmp_4 = 0.0; if (b >= 0.0) tmp_4 = t_1; else tmp_4 = -t_0; end tmp_2 = tmp_4; elseif (b <= 3.7e-206) tmp_5 = 0.0; if (b >= 0.0) tmp_5 = t_0; else tmp_5 = (-2.0 * b) / (2.0 * a); end tmp_2 = tmp_5; elseif (b >= 0.0) tmp_2 = (c / (b + b)) * -2.0; else tmp_2 = ((b - b) / a) * 0.5; end tmp_6 = 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 = (-N[(b / a), $MachinePrecision])}, If[LessEqual[b, -3.4e-156], If[GreaterEqual[b, 0.0], t$95$1, N[((-b) / a), $MachinePrecision]], If[LessEqual[b, 7.6e-290], If[GreaterEqual[b, 0.0], t$95$1, (-t$95$0)], If[LessEqual[b, 3.7e-206], If[GreaterEqual[b, 0.0], t$95$0, N[(N[(-2.0 * b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(c / N[(b + b), $MachinePrecision]), $MachinePrecision] * -2.0), $MachinePrecision], N[(N[(N[(b - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\frac{c}{a} \cdot -1}\\
t_1 := -\frac{b}{a}\\
\mathbf{if}\;b \leq -3.4 \cdot 10^{-156}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;\frac{-b}{a}\\
\end{array}\\
\mathbf{elif}\;b \leq 7.6 \cdot 10^{-290}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;-t\_0\\
\end{array}\\
\mathbf{elif}\;b \leq 3.7 \cdot 10^{-206}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;\frac{-2 \cdot b}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c}{b + b} \cdot -2\\
\mathbf{else}:\\
\;\;\;\;\frac{b - b}{a} \cdot 0.5\\
\end{array}
\end{array}
if b < -3.3999999999999999e-156Initial program 71.8%
Taylor expanded in a around 0
Applied rewrites71.8%
Taylor expanded in a around 0
Applied rewrites2.6%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lift-/.f642.6
Applied rewrites2.6%
Taylor expanded in b around -inf
mul-1-negN/A
distribute-neg-fracN/A
lift-neg.f64N/A
lower-/.f6479.4
Applied rewrites79.4%
if -3.3999999999999999e-156 < b < 7.5999999999999995e-290Initial program 77.4%
Taylor expanded in a around 0
Applied rewrites69.2%
Taylor expanded in a around 0
Applied rewrites3.4%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lift-/.f643.3
Applied rewrites3.3%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-/.f6431.8
Applied rewrites31.8%
if 7.5999999999999995e-290 < b < 3.69999999999999998e-206Initial program 78.0%
Taylor expanded in a around 0
Applied rewrites8.7%
Taylor expanded in a around 0
Applied rewrites8.7%
Taylor expanded in a around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6434.2
Applied rewrites34.2%
Taylor expanded in b around -inf
lower-*.f6434.2
Applied rewrites34.2%
if 3.69999999999999998e-206 < b Initial program 71.7%
Taylor expanded in a around 0
Applied rewrites71.7%
Taylor expanded in a around 0
Applied rewrites74.8%
Taylor expanded in a around 0
Applied rewrites74.8%
(FPCore (a b c) :precision binary64 (if (<= b -3.4e-156) (if (>= b 0.0) (/ (* 2.0 c) (* -2.0 b)) (- (/ c b) (/ b a))) (if (>= b 0.0) (/ (* 2.0 c) (- (- b) b)) (- (sqrt (* (/ c a) -1.0))))))
double code(double a, double b, double c) {
double tmp_1;
if (b <= -3.4e-156) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (2.0 * c) / (-2.0 * b);
} else {
tmp_2 = (c / b) - (b / a);
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (2.0 * c) / (-b - b);
} else {
tmp_1 = -sqrt(((c / a) * -1.0));
}
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) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
if (b <= (-3.4d-156)) then
if (b >= 0.0d0) then
tmp_2 = (2.0d0 * c) / ((-2.0d0) * b)
else
tmp_2 = (c / b) - (b / a)
end if
tmp_1 = tmp_2
else if (b >= 0.0d0) then
tmp_1 = (2.0d0 * c) / (-b - b)
else
tmp_1 = -sqrt(((c / a) * (-1.0d0)))
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double tmp_1;
if (b <= -3.4e-156) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (2.0 * c) / (-2.0 * b);
} else {
tmp_2 = (c / b) - (b / a);
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (2.0 * c) / (-b - b);
} else {
tmp_1 = -Math.sqrt(((c / a) * -1.0));
}
return tmp_1;
}
def code(a, b, c): tmp_1 = 0 if b <= -3.4e-156: tmp_2 = 0 if b >= 0.0: tmp_2 = (2.0 * c) / (-2.0 * b) else: tmp_2 = (c / b) - (b / a) tmp_1 = tmp_2 elif b >= 0.0: tmp_1 = (2.0 * c) / (-b - b) else: tmp_1 = -math.sqrt(((c / a) * -1.0)) return tmp_1
function code(a, b, c) tmp_1 = 0.0 if (b <= -3.4e-156) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(2.0 * c) / Float64(-2.0 * b)); else tmp_2 = Float64(Float64(c / b) - Float64(b / a)); end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * c) / Float64(Float64(-b) - b)); else tmp_1 = Float64(-sqrt(Float64(Float64(c / a) * -1.0))); end return tmp_1 end
function tmp_4 = code(a, b, c) tmp_2 = 0.0; if (b <= -3.4e-156) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = (2.0 * c) / (-2.0 * b); else tmp_3 = (c / b) - (b / a); end tmp_2 = tmp_3; elseif (b >= 0.0) tmp_2 = (2.0 * c) / (-b - b); else tmp_2 = -sqrt(((c / a) * -1.0)); end tmp_4 = tmp_2; end
code[a_, b_, c_] := If[LessEqual[b, -3.4e-156], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[(-2.0 * b), $MachinePrecision]), $MachinePrecision], N[(N[(c / b), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) - b), $MachinePrecision]), $MachinePrecision], (-N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision])]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq -3.4 \cdot 10^{-156}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{b} - \frac{b}{a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) - b}\\
\mathbf{else}:\\
\;\;\;\;-\sqrt{\frac{c}{a} \cdot -1}\\
\end{array}
\end{array}
if b < -3.3999999999999999e-156Initial program 71.8%
Taylor expanded in a around 0
Applied rewrites71.8%
Taylor expanded in a around 0
Applied rewrites2.6%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-*.f64N/A
lower-+.f64N/A
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
pow2N/A
lift-*.f64N/A
lower-/.f6479.6
Applied rewrites79.6%
Taylor expanded in c around 0
lower--.f64N/A
lower-/.f64N/A
lift-/.f6479.9
Applied rewrites79.9%
Taylor expanded in a around 0
lower-*.f6479.9
Applied rewrites79.9%
if -3.3999999999999999e-156 < b Initial program 73.1%
Taylor expanded in a around 0
Applied rewrites68.5%
Taylor expanded in a around 0
Applied rewrites57.7%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6462.4
Applied rewrites62.4%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (- (/ b a))))
(if (<= b -3.4e-156)
(if (>= b 0.0) t_0 (/ (- b) a))
(if (<= b 5.5e-306)
(if (>= b 0.0) t_0 (- (sqrt (* (/ c a) -1.0))))
(if (>= b 0.0) (* (/ c (+ b b)) -2.0) (* (/ (- b b) a) 0.5))))))
double code(double a, double b, double c) {
double t_0 = -(b / a);
double tmp_1;
if (b <= -3.4e-156) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_0;
} else {
tmp_2 = -b / a;
}
tmp_1 = tmp_2;
} else if (b <= 5.5e-306) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_0;
} else {
tmp_3 = -sqrt(((c / a) * -1.0));
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (c / (b + b)) * -2.0;
} else {
tmp_1 = ((b - b) / a) * 0.5;
}
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) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
real(8) :: tmp_3
t_0 = -(b / a)
if (b <= (-3.4d-156)) then
if (b >= 0.0d0) then
tmp_2 = t_0
else
tmp_2 = -b / a
end if
tmp_1 = tmp_2
else if (b <= 5.5d-306) then
if (b >= 0.0d0) then
tmp_3 = t_0
else
tmp_3 = -sqrt(((c / a) * (-1.0d0)))
end if
tmp_1 = tmp_3
else if (b >= 0.0d0) then
tmp_1 = (c / (b + b)) * (-2.0d0)
else
tmp_1 = ((b - b) / a) * 0.5d0
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double t_0 = -(b / a);
double tmp_1;
if (b <= -3.4e-156) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_0;
} else {
tmp_2 = -b / a;
}
tmp_1 = tmp_2;
} else if (b <= 5.5e-306) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_0;
} else {
tmp_3 = -Math.sqrt(((c / a) * -1.0));
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (c / (b + b)) * -2.0;
} else {
tmp_1 = ((b - b) / a) * 0.5;
}
return tmp_1;
}
def code(a, b, c): t_0 = -(b / a) tmp_1 = 0 if b <= -3.4e-156: tmp_2 = 0 if b >= 0.0: tmp_2 = t_0 else: tmp_2 = -b / a tmp_1 = tmp_2 elif b <= 5.5e-306: tmp_3 = 0 if b >= 0.0: tmp_3 = t_0 else: tmp_3 = -math.sqrt(((c / a) * -1.0)) tmp_1 = tmp_3 elif b >= 0.0: tmp_1 = (c / (b + b)) * -2.0 else: tmp_1 = ((b - b) / a) * 0.5 return tmp_1
function code(a, b, c) t_0 = Float64(-Float64(b / a)) tmp_1 = 0.0 if (b <= -3.4e-156) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_0; else tmp_2 = Float64(Float64(-b) / a); end tmp_1 = tmp_2; elseif (b <= 5.5e-306) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = t_0; else tmp_3 = Float64(-sqrt(Float64(Float64(c / a) * -1.0))); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(c / Float64(b + b)) * -2.0); else tmp_1 = Float64(Float64(Float64(b - b) / a) * 0.5); end return tmp_1 end
function tmp_5 = code(a, b, c) t_0 = -(b / a); tmp_2 = 0.0; if (b <= -3.4e-156) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = t_0; else tmp_3 = -b / a; end tmp_2 = tmp_3; elseif (b <= 5.5e-306) tmp_4 = 0.0; if (b >= 0.0) tmp_4 = t_0; else tmp_4 = -sqrt(((c / a) * -1.0)); end tmp_2 = tmp_4; elseif (b >= 0.0) tmp_2 = (c / (b + b)) * -2.0; else tmp_2 = ((b - b) / a) * 0.5; end tmp_5 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = (-N[(b / a), $MachinePrecision])}, If[LessEqual[b, -3.4e-156], If[GreaterEqual[b, 0.0], t$95$0, N[((-b) / a), $MachinePrecision]], If[LessEqual[b, 5.5e-306], If[GreaterEqual[b, 0.0], t$95$0, (-N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision])], If[GreaterEqual[b, 0.0], N[(N[(c / N[(b + b), $MachinePrecision]), $MachinePrecision] * -2.0), $MachinePrecision], N[(N[(N[(b - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := -\frac{b}{a}\\
\mathbf{if}\;b \leq -3.4 \cdot 10^{-156}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;\frac{-b}{a}\\
\end{array}\\
\mathbf{elif}\;b \leq 5.5 \cdot 10^{-306}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;-\sqrt{\frac{c}{a} \cdot -1}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c}{b + b} \cdot -2\\
\mathbf{else}:\\
\;\;\;\;\frac{b - b}{a} \cdot 0.5\\
\end{array}
\end{array}
if b < -3.3999999999999999e-156Initial program 71.8%
Taylor expanded in a around 0
Applied rewrites71.8%
Taylor expanded in a around 0
Applied rewrites2.6%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lift-/.f642.6
Applied rewrites2.6%
Taylor expanded in b around -inf
mul-1-negN/A
distribute-neg-fracN/A
lift-neg.f64N/A
lower-/.f6479.4
Applied rewrites79.4%
if -3.3999999999999999e-156 < b < 5.49999999999999992e-306Initial program 77.5%
Taylor expanded in a around 0
Applied rewrites76.2%
Taylor expanded in a around 0
Applied rewrites3.4%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lift-/.f643.3
Applied rewrites3.3%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-/.f6434.9
Applied rewrites34.9%
if 5.49999999999999992e-306 < b Initial program 72.4%
Taylor expanded in a around 0
Applied rewrites72.4%
Taylor expanded in a around 0
Applied rewrites67.1%
Taylor expanded in a around 0
Applied rewrites67.1%
(FPCore (a b c) :precision binary64 (if (<= b 5.5e-306) (if (>= b 0.0) (- (/ b a)) (/ (- b) a)) (if (>= b 0.0) (* (/ c (+ b b)) -2.0) (* (/ (- b b) a) 0.5))))
double code(double a, double b, double c) {
double tmp_1;
if (b <= 5.5e-306) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -(b / a);
} else {
tmp_2 = -b / a;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (c / (b + b)) * -2.0;
} else {
tmp_1 = ((b - b) / a) * 0.5;
}
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) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
if (b <= 5.5d-306) then
if (b >= 0.0d0) then
tmp_2 = -(b / a)
else
tmp_2 = -b / a
end if
tmp_1 = tmp_2
else if (b >= 0.0d0) then
tmp_1 = (c / (b + b)) * (-2.0d0)
else
tmp_1 = ((b - b) / a) * 0.5d0
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double tmp_1;
if (b <= 5.5e-306) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -(b / a);
} else {
tmp_2 = -b / a;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (c / (b + b)) * -2.0;
} else {
tmp_1 = ((b - b) / a) * 0.5;
}
return tmp_1;
}
def code(a, b, c): tmp_1 = 0 if b <= 5.5e-306: tmp_2 = 0 if b >= 0.0: tmp_2 = -(b / a) else: tmp_2 = -b / a tmp_1 = tmp_2 elif b >= 0.0: tmp_1 = (c / (b + b)) * -2.0 else: tmp_1 = ((b - b) / a) * 0.5 return tmp_1
function code(a, b, c) tmp_1 = 0.0 if (b <= 5.5e-306) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(-Float64(b / a)); else tmp_2 = Float64(Float64(-b) / a); end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = Float64(Float64(c / Float64(b + b)) * -2.0); else tmp_1 = Float64(Float64(Float64(b - b) / a) * 0.5); end return tmp_1 end
function tmp_4 = code(a, b, c) tmp_2 = 0.0; if (b <= 5.5e-306) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = -(b / a); else tmp_3 = -b / a; end tmp_2 = tmp_3; elseif (b >= 0.0) tmp_2 = (c / (b + b)) * -2.0; else tmp_2 = ((b - b) / a) * 0.5; end tmp_4 = tmp_2; end
code[a_, b_, c_] := If[LessEqual[b, 5.5e-306], If[GreaterEqual[b, 0.0], (-N[(b / a), $MachinePrecision]), N[((-b) / a), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(c / N[(b + b), $MachinePrecision]), $MachinePrecision] * -2.0), $MachinePrecision], N[(N[(N[(b - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq 5.5 \cdot 10^{-306}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;-\frac{b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{-b}{a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c}{b + b} \cdot -2\\
\mathbf{else}:\\
\;\;\;\;\frac{b - b}{a} \cdot 0.5\\
\end{array}
\end{array}
if b < 5.49999999999999992e-306Initial program 72.8%
Taylor expanded in a around 0
Applied rewrites72.6%
Taylor expanded in a around 0
Applied rewrites2.7%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lift-/.f642.7
Applied rewrites2.7%
Taylor expanded in b around -inf
mul-1-negN/A
distribute-neg-fracN/A
lift-neg.f64N/A
lower-/.f6467.6
Applied rewrites67.6%
if 5.49999999999999992e-306 < b Initial program 72.4%
Taylor expanded in a around 0
Applied rewrites72.4%
Taylor expanded in a around 0
Applied rewrites67.1%
Taylor expanded in a around 0
Applied rewrites67.1%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (- (/ b a)) (/ (- b) a)))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = -(b / a);
} else {
tmp = -b / a;
}
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) :: tmp
if (b >= 0.0d0) then
tmp = -(b / a)
else
tmp = -b / a
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = -(b / a);
} else {
tmp = -b / a;
}
return tmp;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = -(b / a) else: tmp = -b / a return tmp
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(-Float64(b / a)); else tmp = Float64(Float64(-b) / a); end return tmp end
function tmp_2 = code(a, b, c) tmp = 0.0; if (b >= 0.0) tmp = -(b / a); else tmp = -b / a; end tmp_2 = tmp; end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], (-N[(b / a), $MachinePrecision]), N[((-b) / a), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;-\frac{b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{-b}{a}\\
\end{array}
\end{array}
Initial program 72.6%
Taylor expanded in a around 0
Applied rewrites69.9%
Taylor expanded in a around 0
Applied rewrites34.8%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lift-/.f642.7
Applied rewrites2.7%
Taylor expanded in b around -inf
mul-1-negN/A
distribute-neg-fracN/A
lift-neg.f64N/A
lower-/.f6435.2
Applied rewrites35.2%
herbie shell --seed 2025115
(FPCore (a b c)
:name "jeff quadratic root 2"
:precision binary64
(if (>= b 0.0) (/ (* 2.0 c) (- (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))) (/ (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a))))