
(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}
Herbie found 7 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 (if (>= b 0.0) (/ (* -2.0 b) (* 2.0 a)) (/ (* 2.0 c) (* -2.0 b))))
(t_1 (sqrt (fma (* -4.0 a) c (* b b)))))
(if (<= b -1.5e+152)
t_0
(if (<= b 3.1e+105)
(if (>= b 0.0) (* (/ (+ t_1 b) a) -0.5) (/ (+ c c) (- t_1 b)))
t_0))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (-2.0 * b) / (2.0 * a);
} else {
tmp = (2.0 * c) / (-2.0 * b);
}
double t_0 = tmp;
double t_1 = sqrt(fma((-4.0 * a), c, (b * b)));
double tmp_1;
if (b <= -1.5e+152) {
tmp_1 = t_0;
} else if (b <= 3.1e+105) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = ((t_1 + b) / a) * -0.5;
} else {
tmp_2 = (c + c) / (t_1 - b);
}
tmp_1 = tmp_2;
} 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 * b) / Float64(2.0 * a)); else tmp = Float64(Float64(2.0 * c) / Float64(-2.0 * b)); end t_0 = tmp t_1 = sqrt(fma(Float64(-4.0 * a), c, Float64(b * b))) tmp_1 = 0.0 if (b <= -1.5e+152) tmp_1 = t_0; elseif (b <= 3.1e+105) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(Float64(t_1 + b) / a) * -0.5); else tmp_2 = Float64(Float64(c + c) / Float64(t_1 - b)); end tmp_1 = tmp_2; else tmp_1 = t_0; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = If[GreaterEqual[b, 0.0], N[(N[(-2.0 * b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[(-2.0 * b), $MachinePrecision]), $MachinePrecision]]}, Block[{t$95$1 = N[Sqrt[N[(N[(-4.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -1.5e+152], t$95$0, If[LessEqual[b, 3.1e+105], If[GreaterEqual[b, 0.0], N[(N[(N[(t$95$1 + b), $MachinePrecision] / a), $MachinePrecision] * -0.5), $MachinePrecision], N[(N[(c + c), $MachinePrecision] / N[(t$95$1 - b), $MachinePrecision]), $MachinePrecision]], t$95$0]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot b}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\
\end{array}\\
t_1 := \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\\
\mathbf{if}\;b \leq -1.5 \cdot 10^{+152}:\\
\;\;\;\;t\_0\\
\mathbf{elif}\;b \leq 3.1 \cdot 10^{+105}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{t\_1 + b}{a} \cdot -0.5\\
\mathbf{else}:\\
\;\;\;\;\frac{c + c}{t\_1 - b}\\
\end{array}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < -1.49999999999999995e152 or 3.10000000000000004e105 < b Initial program 72.1%
Taylor expanded in b around -inf
associate-*r*N/A
mul-1-negN/A
lift-neg.f64N/A
lower-*.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f64N/A
pow2N/A
lift-*.f6470.1
Applied rewrites70.1%
Taylor expanded in a around 0
Applied rewrites70.8%
Taylor expanded in a around 0
lower-*.f6468.2
Applied rewrites68.2%
Taylor expanded in a around 0
lift-*.f6468.2
Applied rewrites68.2%
if -1.49999999999999995e152 < b < 3.10000000000000004e105Initial program 72.1%
Taylor expanded in a around 0
Applied rewrites72.1%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (* -4.0 (* c a)))))
(if (<= b -1.5e+152)
(if (>= b 0.0) (/ (* -2.0 b) (* 2.0 a)) (/ (* 2.0 c) (* -2.0 b)))
(if (<= b 2.05e-288)
(if (>= b 0.0)
(* (fma (sqrt (- (/ c a))) -2.0 (/ b a)) -0.5)
(/ (+ c c) (- (sqrt (fma (* -4.0 a) c (* b b))) b)))
(if (<= b 1.48e-58)
(if (>= b 0.0)
(/ (- (- b) t_0) (* 2.0 a))
(/ (* 2.0 c) (+ (- b) t_0)))
(if (>= b 0.0)
(+ (/ c b) (/ (- b) a))
(/ (* 2.0 c) (* (- b) 2.0))))))))
double code(double a, double b, double c) {
double t_0 = sqrt((-4.0 * (c * a)));
double tmp_1;
if (b <= -1.5e+152) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (-2.0 * b) / (2.0 * a);
} else {
tmp_2 = (2.0 * c) / (-2.0 * b);
}
tmp_1 = tmp_2;
} else if (b <= 2.05e-288) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = fma(sqrt(-(c / a)), -2.0, (b / a)) * -0.5;
} else {
tmp_3 = (c + c) / (sqrt(fma((-4.0 * a), c, (b * b))) - b);
}
tmp_1 = tmp_3;
} else if (b <= 1.48e-58) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = (-b - t_0) / (2.0 * a);
} else {
tmp_4 = (2.0 * c) / (-b + t_0);
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = (c / b) + (-b / a);
} else {
tmp_1 = (2.0 * c) / (-b * 2.0);
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(Float64(-4.0 * Float64(c * a))) tmp_1 = 0.0 if (b <= -1.5e+152) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-2.0 * b) / Float64(2.0 * a)); else tmp_2 = Float64(Float64(2.0 * c) / Float64(-2.0 * b)); end tmp_1 = tmp_2; elseif (b <= 2.05e-288) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(fma(sqrt(Float64(-Float64(c / a))), -2.0, Float64(b / a)) * -0.5); else tmp_3 = Float64(Float64(c + c) / Float64(sqrt(fma(Float64(-4.0 * a), c, Float64(b * b))) - b)); end tmp_1 = tmp_3; elseif (b <= 1.48e-58) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(Float64(Float64(-b) - t_0) / Float64(2.0 * a)); else tmp_4 = Float64(Float64(2.0 * c) / Float64(Float64(-b) + t_0)); end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = Float64(Float64(c / b) + Float64(Float64(-b) / a)); else tmp_1 = Float64(Float64(2.0 * c) / Float64(Float64(-b) * 2.0)); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(-4.0 * N[(c * a), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -1.5e+152], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[(-2.0 * b), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 2.05e-288], If[GreaterEqual[b, 0.0], N[(N[(N[Sqrt[(-N[(c / a), $MachinePrecision])], $MachinePrecision] * -2.0 + N[(b / a), $MachinePrecision]), $MachinePrecision] * -0.5), $MachinePrecision], N[(N[(c + c), $MachinePrecision] / N[(N[Sqrt[N[(N[(-4.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 1.48e-58], 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]], If[GreaterEqual[b, 0.0], N[(N[(c / b), $MachinePrecision] + N[((-b) / a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) * 2.0), $MachinePrecision]), $MachinePrecision]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{-4 \cdot \left(c \cdot a\right)}\\
\mathbf{if}\;b \leq -1.5 \cdot 10^{+152}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot b}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\
\end{array}\\
\mathbf{elif}\;b \leq 2.05 \cdot 10^{-288}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(\sqrt{-\frac{c}{a}}, -2, \frac{b}{a}\right) \cdot -0.5\\
\mathbf{else}:\\
\;\;\;\;\frac{c + c}{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}\\
\end{array}\\
\mathbf{elif}\;b \leq 1.48 \cdot 10^{-58}:\\
\;\;\;\;\begin{array}{l}
\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}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c}{b} + \frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) \cdot 2}\\
\end{array}
\end{array}
if b < -1.49999999999999995e152Initial program 72.1%
Taylor expanded in b around -inf
associate-*r*N/A
mul-1-negN/A
lift-neg.f64N/A
lower-*.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f64N/A
pow2N/A
lift-*.f6470.1
Applied rewrites70.1%
Taylor expanded in a around 0
Applied rewrites70.8%
Taylor expanded in a around 0
lower-*.f6468.2
Applied rewrites68.2%
Taylor expanded in a around 0
lift-*.f6468.2
Applied rewrites68.2%
if -1.49999999999999995e152 < b < 2.05000000000000004e-288Initial program 72.1%
Taylor expanded in a around 0
Applied rewrites72.1%
Taylor expanded in a around -inf
*-commutativeN/A
lower-fma.f64N/A
sqrt-prodN/A
lower-sqrt.f64N/A
*-commutativeN/A
mul-1-negN/A
lower-neg.f64N/A
lift-/.f64N/A
lift-/.f6448.0
Applied rewrites48.0%
if 2.05000000000000004e-288 < b < 1.48e-58Initial program 72.1%
Taylor expanded in a around inf
lower-*.f64N/A
*-commutativeN/A
lower-*.f6456.0
Applied rewrites56.0%
Taylor expanded in a around inf
lower-*.f64N/A
*-commutativeN/A
lower-*.f6440.7
Applied rewrites40.7%
if 1.48e-58 < b Initial program 72.1%
Taylor expanded in b around -inf
associate-*r*N/A
mul-1-negN/A
lift-neg.f64N/A
lower-*.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f64N/A
pow2N/A
lift-*.f6470.1
Applied rewrites70.1%
Taylor expanded in a around 0
Applied rewrites70.8%
Taylor expanded in c around 0
+-commutativeN/A
lower-+.f64N/A
lower-/.f64N/A
associate-*r/N/A
mul-1-negN/A
lift-neg.f64N/A
lower-/.f6468.4
Applied rewrites68.4%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (* -4.0 (* c a)))))
(if (<= b -1.04e-44)
(if (>= b 0.0) (/ (* -2.0 b) (* 2.0 a)) (/ (* 2.0 c) (* -2.0 b)))
(if (<= b 1.48e-58)
(if (>= b 0.0) (/ (- (- b) t_0) (* 2.0 a)) (/ (* 2.0 c) (+ (- b) t_0)))
(if (>= b 0.0) (+ (/ c b) (/ (- b) a)) (/ (* 2.0 c) (* (- b) 2.0)))))))
double code(double a, double b, double c) {
double t_0 = sqrt((-4.0 * (c * a)));
double tmp_1;
if (b <= -1.04e-44) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (-2.0 * b) / (2.0 * a);
} else {
tmp_2 = (2.0 * c) / (-2.0 * b);
}
tmp_1 = tmp_2;
} else if (b <= 1.48e-58) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-b - t_0) / (2.0 * a);
} else {
tmp_3 = (2.0 * c) / (-b + t_0);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (c / b) + (-b / a);
} else {
tmp_1 = (2.0 * c) / (-b * 2.0);
}
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) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
real(8) :: tmp_3
t_0 = sqrt(((-4.0d0) * (c * a)))
if (b <= (-1.04d-44)) then
if (b >= 0.0d0) then
tmp_2 = ((-2.0d0) * b) / (2.0d0 * a)
else
tmp_2 = (2.0d0 * c) / ((-2.0d0) * b)
end if
tmp_1 = tmp_2
else if (b <= 1.48d-58) then
if (b >= 0.0d0) then
tmp_3 = (-b - t_0) / (2.0d0 * a)
else
tmp_3 = (2.0d0 * c) / (-b + t_0)
end if
tmp_1 = tmp_3
else if (b >= 0.0d0) then
tmp_1 = (c / b) + (-b / a)
else
tmp_1 = (2.0d0 * c) / (-b * 2.0d0)
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double t_0 = Math.sqrt((-4.0 * (c * a)));
double tmp_1;
if (b <= -1.04e-44) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (-2.0 * b) / (2.0 * a);
} else {
tmp_2 = (2.0 * c) / (-2.0 * b);
}
tmp_1 = tmp_2;
} else if (b <= 1.48e-58) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-b - t_0) / (2.0 * a);
} else {
tmp_3 = (2.0 * c) / (-b + t_0);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (c / b) + (-b / a);
} else {
tmp_1 = (2.0 * c) / (-b * 2.0);
}
return tmp_1;
}
def code(a, b, c): t_0 = math.sqrt((-4.0 * (c * a))) tmp_1 = 0 if b <= -1.04e-44: tmp_2 = 0 if b >= 0.0: tmp_2 = (-2.0 * b) / (2.0 * a) else: tmp_2 = (2.0 * c) / (-2.0 * b) tmp_1 = tmp_2 elif b <= 1.48e-58: tmp_3 = 0 if b >= 0.0: tmp_3 = (-b - t_0) / (2.0 * a) else: tmp_3 = (2.0 * c) / (-b + t_0) tmp_1 = tmp_3 elif b >= 0.0: tmp_1 = (c / b) + (-b / a) else: tmp_1 = (2.0 * c) / (-b * 2.0) return tmp_1
function code(a, b, c) t_0 = sqrt(Float64(-4.0 * Float64(c * a))) tmp_1 = 0.0 if (b <= -1.04e-44) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-2.0 * b) / Float64(2.0 * a)); else tmp_2 = Float64(Float64(2.0 * c) / Float64(-2.0 * b)); end tmp_1 = tmp_2; elseif (b <= 1.48e-58) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(Float64(-b) - t_0) / Float64(2.0 * a)); else tmp_3 = Float64(Float64(2.0 * c) / Float64(Float64(-b) + t_0)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(c / b) + Float64(Float64(-b) / a)); else tmp_1 = Float64(Float64(2.0 * c) / Float64(Float64(-b) * 2.0)); end return tmp_1 end
function tmp_5 = code(a, b, c) t_0 = sqrt((-4.0 * (c * a))); tmp_2 = 0.0; if (b <= -1.04e-44) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = (-2.0 * b) / (2.0 * a); else tmp_3 = (2.0 * c) / (-2.0 * b); end tmp_2 = tmp_3; elseif (b <= 1.48e-58) tmp_4 = 0.0; if (b >= 0.0) tmp_4 = (-b - t_0) / (2.0 * a); else tmp_4 = (2.0 * c) / (-b + t_0); end tmp_2 = tmp_4; elseif (b >= 0.0) tmp_2 = (c / b) + (-b / a); else tmp_2 = (2.0 * c) / (-b * 2.0); end tmp_5 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(-4.0 * N[(c * a), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -1.04e-44], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[(-2.0 * b), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 1.48e-58], 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]], If[GreaterEqual[b, 0.0], N[(N[(c / b), $MachinePrecision] + N[((-b) / a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) * 2.0), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{-4 \cdot \left(c \cdot a\right)}\\
\mathbf{if}\;b \leq -1.04 \cdot 10^{-44}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot b}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\
\end{array}\\
\mathbf{elif}\;b \leq 1.48 \cdot 10^{-58}:\\
\;\;\;\;\begin{array}{l}
\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}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c}{b} + \frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) \cdot 2}\\
\end{array}
\end{array}
if b < -1.03999999999999995e-44Initial program 72.1%
Taylor expanded in b around -inf
associate-*r*N/A
mul-1-negN/A
lift-neg.f64N/A
lower-*.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f64N/A
pow2N/A
lift-*.f6470.1
Applied rewrites70.1%
Taylor expanded in a around 0
Applied rewrites70.8%
Taylor expanded in a around 0
lower-*.f6468.2
Applied rewrites68.2%
Taylor expanded in a around 0
lift-*.f6468.2
Applied rewrites68.2%
if -1.03999999999999995e-44 < b < 1.48e-58Initial program 72.1%
Taylor expanded in a around inf
lower-*.f64N/A
*-commutativeN/A
lower-*.f6456.0
Applied rewrites56.0%
Taylor expanded in a around inf
lower-*.f64N/A
*-commutativeN/A
lower-*.f6440.7
Applied rewrites40.7%
if 1.48e-58 < b Initial program 72.1%
Taylor expanded in b around -inf
associate-*r*N/A
mul-1-negN/A
lift-neg.f64N/A
lower-*.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f64N/A
pow2N/A
lift-*.f6470.1
Applied rewrites70.1%
Taylor expanded in a around 0
Applied rewrites70.8%
Taylor expanded in c around 0
+-commutativeN/A
lower-+.f64N/A
lower-/.f64N/A
associate-*r/N/A
mul-1-negN/A
lift-neg.f64N/A
lower-/.f6468.4
Applied rewrites68.4%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (* 2.0 c) (* (- b) 2.0))))
(if (<= b 8e-59)
(if (>= b 0.0) (/ (- (sqrt (* (* c a) -4.0))) (+ a a)) t_0)
(if (>= b 0.0) (+ (/ c b) (/ (- b) a)) t_0))))
double code(double a, double b, double c) {
double t_0 = (2.0 * c) / (-b * 2.0);
double tmp_1;
if (b <= 8e-59) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -sqrt(((c * a) * -4.0)) / (a + a);
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (c / b) + (-b / a);
} 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) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
t_0 = (2.0d0 * c) / (-b * 2.0d0)
if (b <= 8d-59) then
if (b >= 0.0d0) then
tmp_2 = -sqrt(((c * a) * (-4.0d0))) / (a + a)
else
tmp_2 = t_0
end if
tmp_1 = tmp_2
else if (b >= 0.0d0) then
tmp_1 = (c / b) + (-b / a)
else
tmp_1 = t_0
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double t_0 = (2.0 * c) / (-b * 2.0);
double tmp_1;
if (b <= 8e-59) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -Math.sqrt(((c * a) * -4.0)) / (a + a);
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (c / b) + (-b / a);
} else {
tmp_1 = t_0;
}
return tmp_1;
}
def code(a, b, c): t_0 = (2.0 * c) / (-b * 2.0) tmp_1 = 0 if b <= 8e-59: tmp_2 = 0 if b >= 0.0: tmp_2 = -math.sqrt(((c * a) * -4.0)) / (a + a) else: tmp_2 = t_0 tmp_1 = tmp_2 elif b >= 0.0: tmp_1 = (c / b) + (-b / a) else: tmp_1 = t_0 return tmp_1
function code(a, b, c) t_0 = Float64(Float64(2.0 * c) / Float64(Float64(-b) * 2.0)) tmp_1 = 0.0 if (b <= 8e-59) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-sqrt(Float64(Float64(c * a) * -4.0))) / Float64(a + a)); else tmp_2 = t_0; end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = Float64(Float64(c / b) + Float64(Float64(-b) / a)); else tmp_1 = t_0; end return tmp_1 end
function tmp_4 = code(a, b, c) t_0 = (2.0 * c) / (-b * 2.0); tmp_2 = 0.0; if (b <= 8e-59) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = -sqrt(((c * a) * -4.0)) / (a + a); else tmp_3 = t_0; end tmp_2 = tmp_3; elseif (b >= 0.0) tmp_2 = (c / b) + (-b / a); else tmp_2 = t_0; end tmp_4 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(2.0 * c), $MachinePrecision] / N[((-b) * 2.0), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, 8e-59], If[GreaterEqual[b, 0.0], N[((-N[Sqrt[N[(N[(c * a), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision]) / N[(a + a), $MachinePrecision]), $MachinePrecision], t$95$0], If[GreaterEqual[b, 0.0], N[(N[(c / b), $MachinePrecision] + N[((-b) / a), $MachinePrecision]), $MachinePrecision], t$95$0]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{2 \cdot c}{\left(-b\right) \cdot 2}\\
\mathbf{if}\;b \leq 8 \cdot 10^{-59}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-\sqrt{\left(c \cdot a\right) \cdot -4}}{a + a}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c}{b} + \frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < 8.0000000000000002e-59Initial program 72.1%
Taylor expanded in b around -inf
associate-*r*N/A
mul-1-negN/A
lift-neg.f64N/A
lower-*.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f64N/A
pow2N/A
lift-*.f6470.1
Applied rewrites70.1%
Taylor expanded in a around 0
Applied rewrites70.8%
Taylor expanded in a around inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
*-commutativeN/A
lower-sqrt.f64N/A
*-commutativeN/A
lower-*.f64N/A
*-commutativeN/A
lift-*.f6447.6
Applied rewrites47.6%
lift-*.f64N/A
count-2-revN/A
lift-+.f6447.6
Applied rewrites47.6%
if 8.0000000000000002e-59 < b Initial program 72.1%
Taylor expanded in b around -inf
associate-*r*N/A
mul-1-negN/A
lift-neg.f64N/A
lower-*.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f64N/A
pow2N/A
lift-*.f6470.1
Applied rewrites70.1%
Taylor expanded in a around 0
Applied rewrites70.8%
Taylor expanded in c around 0
+-commutativeN/A
lower-+.f64N/A
lower-/.f64N/A
associate-*r/N/A
mul-1-negN/A
lift-neg.f64N/A
lower-/.f6468.4
Applied rewrites68.4%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (* 2.0 c) (* (- b) 2.0))))
(if (<= b 1.35e-179)
(if (>= b 0.0) (* (sqrt (* (/ c a) -4.0)) -0.5) t_0)
(if (>= b 0.0) (+ (/ c b) (/ (- b) a)) t_0))))
double code(double a, double b, double c) {
double t_0 = (2.0 * c) / (-b * 2.0);
double tmp_1;
if (b <= 1.35e-179) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = sqrt(((c / a) * -4.0)) * -0.5;
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (c / b) + (-b / a);
} 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) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
t_0 = (2.0d0 * c) / (-b * 2.0d0)
if (b <= 1.35d-179) then
if (b >= 0.0d0) then
tmp_2 = sqrt(((c / a) * (-4.0d0))) * (-0.5d0)
else
tmp_2 = t_0
end if
tmp_1 = tmp_2
else if (b >= 0.0d0) then
tmp_1 = (c / b) + (-b / a)
else
tmp_1 = t_0
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double t_0 = (2.0 * c) / (-b * 2.0);
double tmp_1;
if (b <= 1.35e-179) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = Math.sqrt(((c / a) * -4.0)) * -0.5;
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (c / b) + (-b / a);
} else {
tmp_1 = t_0;
}
return tmp_1;
}
def code(a, b, c): t_0 = (2.0 * c) / (-b * 2.0) tmp_1 = 0 if b <= 1.35e-179: tmp_2 = 0 if b >= 0.0: tmp_2 = math.sqrt(((c / a) * -4.0)) * -0.5 else: tmp_2 = t_0 tmp_1 = tmp_2 elif b >= 0.0: tmp_1 = (c / b) + (-b / a) else: tmp_1 = t_0 return tmp_1
function code(a, b, c) t_0 = Float64(Float64(2.0 * c) / Float64(Float64(-b) * 2.0)) tmp_1 = 0.0 if (b <= 1.35e-179) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(sqrt(Float64(Float64(c / a) * -4.0)) * -0.5); else tmp_2 = t_0; end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = Float64(Float64(c / b) + Float64(Float64(-b) / a)); else tmp_1 = t_0; end return tmp_1 end
function tmp_4 = code(a, b, c) t_0 = (2.0 * c) / (-b * 2.0); tmp_2 = 0.0; if (b <= 1.35e-179) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = sqrt(((c / a) * -4.0)) * -0.5; else tmp_3 = t_0; end tmp_2 = tmp_3; elseif (b >= 0.0) tmp_2 = (c / b) + (-b / a); else tmp_2 = t_0; end tmp_4 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(2.0 * c), $MachinePrecision] / N[((-b) * 2.0), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, 1.35e-179], If[GreaterEqual[b, 0.0], N[(N[Sqrt[N[(N[(c / a), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision] * -0.5), $MachinePrecision], t$95$0], If[GreaterEqual[b, 0.0], N[(N[(c / b), $MachinePrecision] + N[((-b) / a), $MachinePrecision]), $MachinePrecision], t$95$0]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{2 \cdot c}{\left(-b\right) \cdot 2}\\
\mathbf{if}\;b \leq 1.35 \cdot 10^{-179}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\sqrt{\frac{c}{a} \cdot -4} \cdot -0.5\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c}{b} + \frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < 1.34999999999999994e-179Initial program 72.1%
Taylor expanded in b around -inf
associate-*r*N/A
mul-1-negN/A
lift-neg.f64N/A
lower-*.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f64N/A
pow2N/A
lift-*.f6470.1
Applied rewrites70.1%
Taylor expanded in a around 0
Applied rewrites70.8%
Taylor expanded in a around inf
*-commutativeN/A
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6441.9
Applied rewrites41.9%
if 1.34999999999999994e-179 < b Initial program 72.1%
Taylor expanded in b around -inf
associate-*r*N/A
mul-1-negN/A
lift-neg.f64N/A
lower-*.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f64N/A
pow2N/A
lift-*.f6470.1
Applied rewrites70.1%
Taylor expanded in a around 0
Applied rewrites70.8%
Taylor expanded in c around 0
+-commutativeN/A
lower-+.f64N/A
lower-/.f64N/A
associate-*r/N/A
mul-1-negN/A
lift-neg.f64N/A
lower-/.f6468.4
Applied rewrites68.4%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (+ (/ c b) (/ (- b) a)) (/ (* 2.0 c) (* (- b) 2.0))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (c / b) + (-b / a);
} else {
tmp = (2.0 * c) / (-b * 2.0);
}
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) :: tmp
if (b >= 0.0d0) then
tmp = (c / b) + (-b / a)
else
tmp = (2.0d0 * c) / (-b * 2.0d0)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (c / b) + (-b / a);
} else {
tmp = (2.0 * c) / (-b * 2.0);
}
return tmp;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = (c / b) + (-b / a) else: tmp = (2.0 * c) / (-b * 2.0) return tmp
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(c / b) + Float64(Float64(-b) / a)); else tmp = Float64(Float64(2.0 * c) / Float64(Float64(-b) * 2.0)); end return tmp end
function tmp_2 = code(a, b, c) tmp = 0.0; if (b >= 0.0) tmp = (c / b) + (-b / a); else tmp = (2.0 * c) / (-b * 2.0); end tmp_2 = tmp; end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[(N[(c / b), $MachinePrecision] + N[((-b) / a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) * 2.0), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{c}{b} + \frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) \cdot 2}\\
\end{array}
\end{array}
Initial program 72.1%
Taylor expanded in b around -inf
associate-*r*N/A
mul-1-negN/A
lift-neg.f64N/A
lower-*.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f64N/A
pow2N/A
lift-*.f6470.1
Applied rewrites70.1%
Taylor expanded in a around 0
Applied rewrites70.8%
Taylor expanded in c around 0
+-commutativeN/A
lower-+.f64N/A
lower-/.f64N/A
associate-*r/N/A
mul-1-negN/A
lift-neg.f64N/A
lower-/.f6468.4
Applied rewrites68.4%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (/ (* -2.0 b) (* 2.0 a)) (/ (* 2.0 c) (* -2.0 b))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (-2.0 * b) / (2.0 * a);
} else {
tmp = (2.0 * c) / (-2.0 * b);
}
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 = ((-2.0d0) * b) / (2.0d0 * a)
else
tmp = (2.0d0 * c) / ((-2.0d0) * b)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (-2.0 * b) / (2.0 * a);
} else {
tmp = (2.0 * c) / (-2.0 * b);
}
return tmp;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = (-2.0 * b) / (2.0 * a) else: tmp = (2.0 * c) / (-2.0 * b) return tmp
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(-2.0 * b) / Float64(2.0 * a)); else tmp = Float64(Float64(2.0 * c) / Float64(-2.0 * b)); end return tmp end
function tmp_2 = code(a, b, c) tmp = 0.0; if (b >= 0.0) tmp = (-2.0 * b) / (2.0 * a); else tmp = (2.0 * c) / (-2.0 * b); end tmp_2 = tmp; end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[(N[(-2.0 * b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[(-2.0 * b), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot b}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\
\end{array}
\end{array}
Initial program 72.1%
Taylor expanded in b around -inf
associate-*r*N/A
mul-1-negN/A
lift-neg.f64N/A
lower-*.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f64N/A
pow2N/A
lift-*.f6470.1
Applied rewrites70.1%
Taylor expanded in a around 0
Applied rewrites70.8%
Taylor expanded in a around 0
lower-*.f6468.2
Applied rewrites68.2%
Taylor expanded in a around 0
lift-*.f6468.2
Applied rewrites68.2%
herbie shell --seed 2025130
(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)))))))