
(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 10 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (a b c) :precision binary64 (let* ((t_0 (sqrt (- (* b b) (* (* 4.0 a) c))))) (if (>= b 0.0) (/ (- (- b) t_0) (* 2.0 a)) (/ (* 2.0 c) (+ (- b) t_0)))))
double code(double a, double b, double c) {
double t_0 = sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (-b - t_0) / (2.0 * a);
} else {
tmp = (2.0 * c) / (-b + t_0);
}
return tmp;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(a, b, c)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: tmp
t_0 = sqrt(((b * b) - ((4.0d0 * a) * c)))
if (b >= 0.0d0) then
tmp = (-b - t_0) / (2.0d0 * a)
else
tmp = (2.0d0 * c) / (-b + t_0)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double t_0 = Math.sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (-b - t_0) / (2.0 * a);
} else {
tmp = (2.0 * c) / (-b + t_0);
}
return tmp;
}
def code(a, b, c): t_0 = math.sqrt(((b * b) - ((4.0 * a) * c))) tmp = 0 if b >= 0.0: tmp = (-b - t_0) / (2.0 * a) else: tmp = (2.0 * c) / (-b + t_0) return tmp
function code(a, b, c) t_0 = sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c))) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(Float64(-b) - t_0) / Float64(2.0 * a)); else tmp = Float64(Float64(2.0 * c) / Float64(Float64(-b) + t_0)); end return tmp end
function tmp_2 = code(a, b, c) t_0 = sqrt(((b * b) - ((4.0 * a) * c))); tmp = 0.0; if (b >= 0.0) tmp = (-b - t_0) / (2.0 * a); else tmp = (2.0 * c) / (-b + t_0); end tmp_2 = tmp; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[GreaterEqual[b, 0.0], N[(N[((-b) - t$95$0), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) + t$95$0), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\\
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-b\right) - t\_0}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) + t\_0}\\
\end{array}
\end{array}
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (fma (* -4.0 a) c (* b b)))))
(if (<= b -5.4e+126)
(if (>= b 0.0) (/ (* -2.0 b) (* 2.0 a)) (/ (+ c c) (+ (- b) (- b))))
(if (<= b 2.15e+108)
(if (>= b 0.0) (* (/ (+ t_0 b) a) -0.5) (/ (* 2.0 c) (- t_0 b)))
(if (>= b 0.0)
(fma (/ b a) -1.0 (/ c b))
(- (/ (* c (sqrt (- (/ a 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 <= -5.4e+126) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (-2.0 * b) / (2.0 * a);
} else {
tmp_2 = (c + c) / (-b + -b);
}
tmp_1 = tmp_2;
} else if (b <= 2.15e+108) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = ((t_0 + b) / a) * -0.5;
} else {
tmp_3 = (2.0 * c) / (t_0 - b);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = fma((b / a), -1.0, (c / b));
} else {
tmp_1 = -((c * sqrt(-(a / 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 <= -5.4e+126) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-2.0 * b) / Float64(2.0 * a)); else tmp_2 = Float64(Float64(c + c) / Float64(Float64(-b) + Float64(-b))); end tmp_1 = tmp_2; elseif (b <= 2.15e+108) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(Float64(t_0 + b) / a) * -0.5); else tmp_3 = Float64(Float64(2.0 * c) / Float64(t_0 - b)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = fma(Float64(b / a), -1.0, Float64(c / b)); else tmp_1 = Float64(-Float64(Float64(c * sqrt(Float64(-Float64(a / 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, -5.4e+126], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(c + c), $MachinePrecision] / N[((-b) + (-b)), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 2.15e+108], If[GreaterEqual[b, 0.0], N[(N[(N[(t$95$0 + b), $MachinePrecision] / a), $MachinePrecision] * -0.5), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[(t$95$0 - b), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(b / a), $MachinePrecision] * -1.0 + N[(c / b), $MachinePrecision]), $MachinePrecision], (-N[(N[(c * N[Sqrt[(-N[(a / c), $MachinePrecision])], $MachinePrecision]), $MachinePrecision] / a), $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 -5.4 \cdot 10^{+126}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot b}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c + c}{\left(-b\right) + \left(-b\right)}\\
\end{array}\\
\mathbf{elif}\;b \leq 2.15 \cdot 10^{+108}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{t\_0 + b}{a} \cdot -0.5\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{t\_0 - b}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(\frac{b}{a}, -1, \frac{c}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;-\frac{c \cdot \sqrt{-\frac{a}{c}}}{a}\\
\end{array}
\end{array}
if b < -5.40000000000000005e126Initial program 50.1%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6496.6
Applied rewrites96.6%
Taylor expanded in a around 0
lower-*.f6496.6
Applied rewrites96.6%
lift-*.f64N/A
count-2-revN/A
lower-+.f6496.6
Applied rewrites96.6%
if -5.40000000000000005e126 < b < 2.14999999999999998e108Initial program 87.5%
Taylor expanded in a around 0
Applied rewrites87.5%
if 2.14999999999999998e108 < b Initial program 53.6%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
lower-fma.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f6453.6
Applied rewrites53.6%
Taylor expanded in c around inf
lower-*.f64N/A
lower-fma.f64N/A
lower-/.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-/.f6453.6
Applied rewrites53.6%
Taylor expanded in a around inf
sqrt-prodN/A
lower-sqrt.f64N/A
*-commutativeN/A
mul-1-negN/A
lower-neg.f64N/A
lift-/.f6453.6
Applied rewrites53.6%
Taylor expanded in c around 0
count-2-revN/A
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
lower-/.f6496.2
Applied rewrites96.2%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (+ (- b) (- b))))
(if (<= b -5.4e+126)
(if (>= b 0.0) (/ (* -2.0 b) (* 2.0 a)) (/ (+ c c) t_0))
(if (<= b -5e-310)
(if (>= b 0.0)
(fma -0.5 (/ b a) (sqrt (* (/ c a) -1.0)))
(/ (* 2.0 c) (- (sqrt (fma (* -4.0 a) c (* b b))) b)))
(if (<= b 2e-22)
(if (>= b 0.0)
(/ (- (- b) (sqrt (* (* a c) -4.0))) (+ a a))
(/ (* 2.0 c) t_0))
(if (>= b 0.0)
(fma (/ b a) -1.0 (/ c b))
(- (/ (* c (sqrt (- (/ a c)))) a))))))))
double code(double a, double b, double c) {
double t_0 = -b + -b;
double tmp_1;
if (b <= -5.4e+126) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (-2.0 * b) / (2.0 * a);
} else {
tmp_2 = (c + c) / t_0;
}
tmp_1 = tmp_2;
} else if (b <= -5e-310) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = fma(-0.5, (b / a), sqrt(((c / a) * -1.0)));
} else {
tmp_3 = (2.0 * c) / (sqrt(fma((-4.0 * a), c, (b * b))) - b);
}
tmp_1 = tmp_3;
} else if (b <= 2e-22) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = (-b - sqrt(((a * c) * -4.0))) / (a + a);
} else {
tmp_4 = (2.0 * c) / t_0;
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = fma((b / a), -1.0, (c / b));
} else {
tmp_1 = -((c * sqrt(-(a / c))) / a);
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(-b) + Float64(-b)) tmp_1 = 0.0 if (b <= -5.4e+126) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-2.0 * b) / Float64(2.0 * a)); else tmp_2 = Float64(Float64(c + c) / t_0); end tmp_1 = tmp_2; elseif (b <= -5e-310) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = fma(-0.5, Float64(b / a), sqrt(Float64(Float64(c / a) * -1.0))); else tmp_3 = Float64(Float64(2.0 * c) / Float64(sqrt(fma(Float64(-4.0 * a), c, Float64(b * b))) - b)); end tmp_1 = tmp_3; elseif (b <= 2e-22) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(Float64(Float64(-b) - sqrt(Float64(Float64(a * c) * -4.0))) / Float64(a + a)); else tmp_4 = Float64(Float64(2.0 * c) / t_0); end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = fma(Float64(b / a), -1.0, Float64(c / b)); else tmp_1 = Float64(-Float64(Float64(c * sqrt(Float64(-Float64(a / c)))) / a)); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[((-b) + (-b)), $MachinePrecision]}, If[LessEqual[b, -5.4e+126], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(c + c), $MachinePrecision] / t$95$0), $MachinePrecision]], If[LessEqual[b, -5e-310], If[GreaterEqual[b, 0.0], N[(-0.5 * N[(b / a), $MachinePrecision] + N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[(N[Sqrt[N[(N[(-4.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 2e-22], If[GreaterEqual[b, 0.0], N[(N[((-b) - N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(a + a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / t$95$0), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(b / a), $MachinePrecision] * -1.0 + N[(c / b), $MachinePrecision]), $MachinePrecision], (-N[(N[(c * N[Sqrt[(-N[(a / c), $MachinePrecision])], $MachinePrecision]), $MachinePrecision] / a), $MachinePrecision])]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(-b\right) + \left(-b\right)\\
\mathbf{if}\;b \leq -5.4 \cdot 10^{+126}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot b}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c + c}{t\_0}\\
\end{array}\\
\mathbf{elif}\;b \leq -5 \cdot 10^{-310}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(-0.5, \frac{b}{a}, \sqrt{\frac{c}{a} \cdot -1}\right)\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}\\
\end{array}\\
\mathbf{elif}\;b \leq 2 \cdot 10^{-22}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-b\right) - \sqrt{\left(a \cdot c\right) \cdot -4}}{a + a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{t\_0}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(\frac{b}{a}, -1, \frac{c}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;-\frac{c \cdot \sqrt{-\frac{a}{c}}}{a}\\
\end{array}
\end{array}
if b < -5.40000000000000005e126Initial program 50.1%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6496.6
Applied rewrites96.6%
Taylor expanded in a around 0
lower-*.f6496.6
Applied rewrites96.6%
lift-*.f64N/A
count-2-revN/A
lower-+.f6496.6
Applied rewrites96.6%
if -5.40000000000000005e126 < b < -4.999999999999985e-310Initial program 88.2%
Taylor expanded in a around 0
Applied rewrites88.2%
Taylor expanded in a around -inf
lower-fma.f64N/A
lift-/.f64N/A
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6488.2
Applied rewrites88.2%
if -4.999999999999985e-310 < b < 2.0000000000000001e-22Initial program 83.8%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6483.8
Applied rewrites83.8%
Taylor expanded in b around 0
lower--.f64N/A
mul-1-negN/A
lift-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6464.1
Applied rewrites64.1%
lift-*.f64N/A
count-2-revN/A
lower-+.f6464.1
Applied rewrites64.1%
if 2.0000000000000001e-22 < b Initial program 67.1%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
lower-fma.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f6467.1
Applied rewrites67.1%
Taylor expanded in c around inf
lower-*.f64N/A
lower-fma.f64N/A
lower-/.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-/.f6467.1
Applied rewrites67.1%
Taylor expanded in a around inf
sqrt-prodN/A
lower-sqrt.f64N/A
*-commutativeN/A
mul-1-negN/A
lower-neg.f64N/A
lift-/.f6467.1
Applied rewrites67.1%
Taylor expanded in c around 0
count-2-revN/A
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
lower-/.f6490.1
Applied rewrites90.1%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (+ (- b) (- b))))
(if (<= b -1.02e-106)
(if (>= b 0.0) (/ (* -2.0 b) (* 2.0 a)) (/ (+ c c) t_0))
(if (<= b -5e-310)
(if (>= b 0.0)
(/ (* -2.0 (/ (* a c) b)) (* 2.0 a))
(- (/ (fma 0.5 b (sqrt (* (* c a) -1.0))) a)))
(if (<= b 2e-22)
(if (>= b 0.0)
(/ (- (- b) (sqrt (* (* a c) -4.0))) (+ a a))
(/ (* 2.0 c) t_0))
(if (>= b 0.0)
(fma (/ b a) -1.0 (/ c b))
(- (/ (* c (sqrt (- (/ a c)))) a))))))))
double code(double a, double b, double c) {
double t_0 = -b + -b;
double tmp_1;
if (b <= -1.02e-106) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (-2.0 * b) / (2.0 * a);
} else {
tmp_2 = (c + c) / t_0;
}
tmp_1 = tmp_2;
} else if (b <= -5e-310) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-2.0 * ((a * c) / b)) / (2.0 * a);
} else {
tmp_3 = -(fma(0.5, b, sqrt(((c * a) * -1.0))) / a);
}
tmp_1 = tmp_3;
} else if (b <= 2e-22) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = (-b - sqrt(((a * c) * -4.0))) / (a + a);
} else {
tmp_4 = (2.0 * c) / t_0;
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = fma((b / a), -1.0, (c / b));
} else {
tmp_1 = -((c * sqrt(-(a / c))) / a);
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(-b) + Float64(-b)) tmp_1 = 0.0 if (b <= -1.02e-106) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-2.0 * b) / Float64(2.0 * a)); else tmp_2 = Float64(Float64(c + c) / t_0); end tmp_1 = tmp_2; elseif (b <= -5e-310) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(-2.0 * Float64(Float64(a * c) / b)) / Float64(2.0 * a)); else tmp_3 = Float64(-Float64(fma(0.5, b, sqrt(Float64(Float64(c * a) * -1.0))) / a)); end tmp_1 = tmp_3; elseif (b <= 2e-22) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(Float64(Float64(-b) - sqrt(Float64(Float64(a * c) * -4.0))) / Float64(a + a)); else tmp_4 = Float64(Float64(2.0 * c) / t_0); end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = fma(Float64(b / a), -1.0, Float64(c / b)); else tmp_1 = Float64(-Float64(Float64(c * sqrt(Float64(-Float64(a / c)))) / a)); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[((-b) + (-b)), $MachinePrecision]}, If[LessEqual[b, -1.02e-106], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(c + c), $MachinePrecision] / t$95$0), $MachinePrecision]], If[LessEqual[b, -5e-310], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * N[(N[(a * c), $MachinePrecision] / b), $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], (-N[(N[(0.5 * b + N[Sqrt[N[(N[(c * a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / a), $MachinePrecision])], If[LessEqual[b, 2e-22], If[GreaterEqual[b, 0.0], N[(N[((-b) - N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(a + a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / t$95$0), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(b / a), $MachinePrecision] * -1.0 + N[(c / b), $MachinePrecision]), $MachinePrecision], (-N[(N[(c * N[Sqrt[(-N[(a / c), $MachinePrecision])], $MachinePrecision]), $MachinePrecision] / a), $MachinePrecision])]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(-b\right) + \left(-b\right)\\
\mathbf{if}\;b \leq -1.02 \cdot 10^{-106}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot b}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c + c}{t\_0}\\
\end{array}\\
\mathbf{elif}\;b \leq -5 \cdot 10^{-310}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot \frac{a \cdot c}{b}}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;-\frac{\mathsf{fma}\left(0.5, b, \sqrt{\left(c \cdot a\right) \cdot -1}\right)}{a}\\
\end{array}\\
\mathbf{elif}\;b \leq 2 \cdot 10^{-22}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-b\right) - \sqrt{\left(a \cdot c\right) \cdot -4}}{a + a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{t\_0}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(\frac{b}{a}, -1, \frac{c}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;-\frac{c \cdot \sqrt{-\frac{a}{c}}}{a}\\
\end{array}
\end{array}
if b < -1.02e-106Initial program 72.6%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6483.9
Applied rewrites83.9%
Taylor expanded in a around 0
lower-*.f6483.9
Applied rewrites83.9%
lift-*.f64N/A
count-2-revN/A
lower-+.f6483.9
Applied rewrites83.9%
if -1.02e-106 < b < -4.999999999999985e-310Initial program 78.4%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
lower-fma.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f6470.4
Applied rewrites70.4%
Taylor expanded in b around -inf
lower-*.f64N/A
lower-/.f64N/A
lower-*.f6470.4
Applied rewrites70.4%
if -4.999999999999985e-310 < b < 2.0000000000000001e-22Initial program 83.8%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6483.8
Applied rewrites83.8%
Taylor expanded in b around 0
lower--.f64N/A
mul-1-negN/A
lift-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6464.1
Applied rewrites64.1%
lift-*.f64N/A
count-2-revN/A
lower-+.f6464.1
Applied rewrites64.1%
if 2.0000000000000001e-22 < b Initial program 67.1%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
lower-fma.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f6467.1
Applied rewrites67.1%
Taylor expanded in c around inf
lower-*.f64N/A
lower-fma.f64N/A
lower-/.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-/.f6467.1
Applied rewrites67.1%
Taylor expanded in a around inf
sqrt-prodN/A
lower-sqrt.f64N/A
*-commutativeN/A
mul-1-negN/A
lower-neg.f64N/A
lift-/.f6467.1
Applied rewrites67.1%
Taylor expanded in c around 0
count-2-revN/A
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
lower-/.f6490.1
Applied rewrites90.1%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (+ (- b) (- b))) (t_1 (/ (* 2.0 c) t_0)))
(if (<= b -1.02e-106)
(if (>= b 0.0) (/ (* -2.0 b) (* 2.0 a)) (/ (+ c c) t_0))
(if (<= b -5e-310)
(if (>= b 0.0)
(/ (* -2.0 (/ (* a c) b)) (* 2.0 a))
(- (/ (fma 0.5 b (sqrt (* (* c a) -1.0))) a)))
(if (<= b 2e-22)
(if (>= b 0.0) (/ (- (- b) (sqrt (* (* a c) -4.0))) (+ a a)) t_1)
(if (>= b 0.0) (/ (* 2.0 (- (* a (/ c b)) b)) (* 2.0 a)) t_1))))))
double code(double a, double b, double c) {
double t_0 = -b + -b;
double t_1 = (2.0 * c) / t_0;
double tmp_1;
if (b <= -1.02e-106) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (-2.0 * b) / (2.0 * a);
} else {
tmp_2 = (c + c) / t_0;
}
tmp_1 = tmp_2;
} else if (b <= -5e-310) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-2.0 * ((a * c) / b)) / (2.0 * a);
} else {
tmp_3 = -(fma(0.5, b, sqrt(((c * a) * -1.0))) / a);
}
tmp_1 = tmp_3;
} else if (b <= 2e-22) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = (-b - sqrt(((a * c) * -4.0))) / (a + a);
} else {
tmp_4 = t_1;
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = (2.0 * ((a * (c / b)) - b)) / (2.0 * a);
} else {
tmp_1 = t_1;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(-b) + Float64(-b)) t_1 = Float64(Float64(2.0 * c) / t_0) tmp_1 = 0.0 if (b <= -1.02e-106) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-2.0 * b) / Float64(2.0 * a)); else tmp_2 = Float64(Float64(c + c) / t_0); end tmp_1 = tmp_2; elseif (b <= -5e-310) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(-2.0 * Float64(Float64(a * c) / b)) / Float64(2.0 * a)); else tmp_3 = Float64(-Float64(fma(0.5, b, sqrt(Float64(Float64(c * a) * -1.0))) / a)); end tmp_1 = tmp_3; elseif (b <= 2e-22) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(Float64(Float64(-b) - sqrt(Float64(Float64(a * c) * -4.0))) / Float64(a + a)); else tmp_4 = t_1; end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * Float64(Float64(a * Float64(c / b)) - b)) / Float64(2.0 * a)); else tmp_1 = t_1; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[((-b) + (-b)), $MachinePrecision]}, Block[{t$95$1 = N[(N[(2.0 * c), $MachinePrecision] / t$95$0), $MachinePrecision]}, If[LessEqual[b, -1.02e-106], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(c + c), $MachinePrecision] / t$95$0), $MachinePrecision]], If[LessEqual[b, -5e-310], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * N[(N[(a * c), $MachinePrecision] / b), $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], (-N[(N[(0.5 * b + N[Sqrt[N[(N[(c * a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / a), $MachinePrecision])], If[LessEqual[b, 2e-22], If[GreaterEqual[b, 0.0], N[(N[((-b) - N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(a + a), $MachinePrecision]), $MachinePrecision], t$95$1], If[GreaterEqual[b, 0.0], N[(N[(2.0 * N[(N[(a * N[(c / b), $MachinePrecision]), $MachinePrecision] - b), $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], t$95$1]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(-b\right) + \left(-b\right)\\
t_1 := \frac{2 \cdot c}{t\_0}\\
\mathbf{if}\;b \leq -1.02 \cdot 10^{-106}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot b}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c + c}{t\_0}\\
\end{array}\\
\mathbf{elif}\;b \leq -5 \cdot 10^{-310}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot \frac{a \cdot c}{b}}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;-\frac{\mathsf{fma}\left(0.5, b, \sqrt{\left(c \cdot a\right) \cdot -1}\right)}{a}\\
\end{array}\\
\mathbf{elif}\;b \leq 2 \cdot 10^{-22}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-b\right) - \sqrt{\left(a \cdot c\right) \cdot -4}}{a + a}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot \left(a \cdot \frac{c}{b} - b\right)}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}
\end{array}
if b < -1.02e-106Initial program 72.6%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6483.9
Applied rewrites83.9%
Taylor expanded in a around 0
lower-*.f6483.9
Applied rewrites83.9%
lift-*.f64N/A
count-2-revN/A
lower-+.f6483.9
Applied rewrites83.9%
if -1.02e-106 < b < -4.999999999999985e-310Initial program 78.4%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
lower-fma.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f6470.4
Applied rewrites70.4%
Taylor expanded in b around -inf
lower-*.f64N/A
lower-/.f64N/A
lower-*.f6470.4
Applied rewrites70.4%
if -4.999999999999985e-310 < b < 2.0000000000000001e-22Initial program 83.8%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6483.8
Applied rewrites83.8%
Taylor expanded in b around 0
lower--.f64N/A
mul-1-negN/A
lift-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6464.1
Applied rewrites64.1%
lift-*.f64N/A
count-2-revN/A
lower-+.f6464.1
Applied rewrites64.1%
if 2.0000000000000001e-22 < b Initial program 67.1%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6467.1
Applied rewrites67.1%
Taylor expanded in a around 0
distribute-lft-out--N/A
lower-*.f64N/A
lower--.f64N/A
lower-/.f64N/A
lower-*.f6486.2
Applied rewrites86.2%
lift-*.f64N/A
lift-/.f64N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f6490.0
Applied rewrites90.0%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (+ (- b) (- b)))
(t_1 (if (>= b 0.0) (/ (* -2.0 b) (* 2.0 a)) (/ (+ c c) t_0))))
(if (<= b -1.02e-106)
t_1
(if (<= b -5e-310)
(if (>= b 0.0)
(/ (* -2.0 (/ (* a c) b)) (* 2.0 a))
(- (/ (fma 0.5 b (sqrt (* (* c a) -1.0))) a)))
(if (<= b 2e-22)
(if (>= b 0.0)
(/ (- (- b) (sqrt (* (* a c) -4.0))) (+ a a))
(/ (* 2.0 c) t_0))
t_1)))))
double code(double a, double b, double c) {
double t_0 = -b + -b;
double tmp;
if (b >= 0.0) {
tmp = (-2.0 * b) / (2.0 * a);
} else {
tmp = (c + c) / t_0;
}
double t_1 = tmp;
double tmp_1;
if (b <= -1.02e-106) {
tmp_1 = t_1;
} else if (b <= -5e-310) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (-2.0 * ((a * c) / b)) / (2.0 * a);
} else {
tmp_2 = -(fma(0.5, b, sqrt(((c * a) * -1.0))) / a);
}
tmp_1 = tmp_2;
} else if (b <= 2e-22) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-b - sqrt(((a * c) * -4.0))) / (a + a);
} else {
tmp_3 = (2.0 * c) / t_0;
}
tmp_1 = tmp_3;
} else {
tmp_1 = t_1;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(-b) + Float64(-b)) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(-2.0 * b) / Float64(2.0 * a)); else tmp = Float64(Float64(c + c) / t_0); end t_1 = tmp tmp_1 = 0.0 if (b <= -1.02e-106) tmp_1 = t_1; elseif (b <= -5e-310) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-2.0 * Float64(Float64(a * c) / b)) / Float64(2.0 * a)); else tmp_2 = Float64(-Float64(fma(0.5, b, sqrt(Float64(Float64(c * a) * -1.0))) / a)); end tmp_1 = tmp_2; elseif (b <= 2e-22) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(Float64(-b) - sqrt(Float64(Float64(a * c) * -4.0))) / Float64(a + a)); else tmp_3 = Float64(Float64(2.0 * c) / t_0); end tmp_1 = tmp_3; else tmp_1 = t_1; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[((-b) + (-b)), $MachinePrecision]}, Block[{t$95$1 = If[GreaterEqual[b, 0.0], N[(N[(-2.0 * b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(c + c), $MachinePrecision] / t$95$0), $MachinePrecision]]}, If[LessEqual[b, -1.02e-106], t$95$1, If[LessEqual[b, -5e-310], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * N[(N[(a * c), $MachinePrecision] / b), $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], (-N[(N[(0.5 * b + N[Sqrt[N[(N[(c * a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / a), $MachinePrecision])], If[LessEqual[b, 2e-22], If[GreaterEqual[b, 0.0], N[(N[((-b) - N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(a + a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / t$95$0), $MachinePrecision]], t$95$1]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(-b\right) + \left(-b\right)\\
t_1 := \begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot b}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c + c}{t\_0}\\
\end{array}\\
\mathbf{if}\;b \leq -1.02 \cdot 10^{-106}:\\
\;\;\;\;t\_1\\
\mathbf{elif}\;b \leq -5 \cdot 10^{-310}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot \frac{a \cdot c}{b}}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;-\frac{\mathsf{fma}\left(0.5, b, \sqrt{\left(c \cdot a\right) \cdot -1}\right)}{a}\\
\end{array}\\
\mathbf{elif}\;b \leq 2 \cdot 10^{-22}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-b\right) - \sqrt{\left(a \cdot c\right) \cdot -4}}{a + a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{t\_0}\\
\end{array}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}
\end{array}
if b < -1.02e-106 or 2.0000000000000001e-22 < b Initial program 70.1%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6476.3
Applied rewrites76.3%
Taylor expanded in a around 0
lower-*.f6486.5
Applied rewrites86.5%
lift-*.f64N/A
count-2-revN/A
lower-+.f6486.5
Applied rewrites86.5%
if -1.02e-106 < b < -4.999999999999985e-310Initial program 78.4%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
lower-fma.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f6470.4
Applied rewrites70.4%
Taylor expanded in b around -inf
lower-*.f64N/A
lower-/.f64N/A
lower-*.f6470.4
Applied rewrites70.4%
if -4.999999999999985e-310 < b < 2.0000000000000001e-22Initial program 83.8%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6483.8
Applied rewrites83.8%
Taylor expanded in b around 0
lower--.f64N/A
mul-1-negN/A
lift-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6464.1
Applied rewrites64.1%
lift-*.f64N/A
count-2-revN/A
lower-+.f6464.1
Applied rewrites64.1%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (+ (- b) (- b)))
(t_1 (if (>= b 0.0) (/ (* -2.0 b) (* 2.0 a)) (/ (+ c c) t_0))))
(if (<= b -1.02e-106)
t_1
(if (<= b -5e-310)
(if (>= b 0.0)
(/ (* -2.0 (/ (* a c) b)) (* 2.0 a))
(- (/ (fma 0.5 b (sqrt (* (* c a) -1.0))) a)))
(if (<= b 2e-22)
(if (>= b 0.0)
(/ (- (sqrt (* (* a c) -4.0))) (+ a a))
(/ (* 2.0 c) t_0))
t_1)))))
double code(double a, double b, double c) {
double t_0 = -b + -b;
double tmp;
if (b >= 0.0) {
tmp = (-2.0 * b) / (2.0 * a);
} else {
tmp = (c + c) / t_0;
}
double t_1 = tmp;
double tmp_1;
if (b <= -1.02e-106) {
tmp_1 = t_1;
} else if (b <= -5e-310) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (-2.0 * ((a * c) / b)) / (2.0 * a);
} else {
tmp_2 = -(fma(0.5, b, sqrt(((c * a) * -1.0))) / a);
}
tmp_1 = tmp_2;
} else if (b <= 2e-22) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = -sqrt(((a * c) * -4.0)) / (a + a);
} else {
tmp_3 = (2.0 * c) / t_0;
}
tmp_1 = tmp_3;
} else {
tmp_1 = t_1;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(-b) + Float64(-b)) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(-2.0 * b) / Float64(2.0 * a)); else tmp = Float64(Float64(c + c) / t_0); end t_1 = tmp tmp_1 = 0.0 if (b <= -1.02e-106) tmp_1 = t_1; elseif (b <= -5e-310) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-2.0 * Float64(Float64(a * c) / b)) / Float64(2.0 * a)); else tmp_2 = Float64(-Float64(fma(0.5, b, sqrt(Float64(Float64(c * a) * -1.0))) / a)); end tmp_1 = tmp_2; elseif (b <= 2e-22) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(-sqrt(Float64(Float64(a * c) * -4.0))) / Float64(a + a)); else tmp_3 = Float64(Float64(2.0 * c) / t_0); end tmp_1 = tmp_3; else tmp_1 = t_1; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[((-b) + (-b)), $MachinePrecision]}, Block[{t$95$1 = If[GreaterEqual[b, 0.0], N[(N[(-2.0 * b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(c + c), $MachinePrecision] / t$95$0), $MachinePrecision]]}, If[LessEqual[b, -1.02e-106], t$95$1, If[LessEqual[b, -5e-310], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * N[(N[(a * c), $MachinePrecision] / b), $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], (-N[(N[(0.5 * b + N[Sqrt[N[(N[(c * a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / a), $MachinePrecision])], If[LessEqual[b, 2e-22], If[GreaterEqual[b, 0.0], N[((-N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision]) / N[(a + a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / t$95$0), $MachinePrecision]], t$95$1]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(-b\right) + \left(-b\right)\\
t_1 := \begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot b}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c + c}{t\_0}\\
\end{array}\\
\mathbf{if}\;b \leq -1.02 \cdot 10^{-106}:\\
\;\;\;\;t\_1\\
\mathbf{elif}\;b \leq -5 \cdot 10^{-310}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot \frac{a \cdot c}{b}}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;-\frac{\mathsf{fma}\left(0.5, b, \sqrt{\left(c \cdot a\right) \cdot -1}\right)}{a}\\
\end{array}\\
\mathbf{elif}\;b \leq 2 \cdot 10^{-22}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-\sqrt{\left(a \cdot c\right) \cdot -4}}{a + a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{t\_0}\\
\end{array}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}
\end{array}
if b < -1.02e-106 or 2.0000000000000001e-22 < b Initial program 70.1%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6476.3
Applied rewrites76.3%
Taylor expanded in a around 0
lower-*.f6486.5
Applied rewrites86.5%
lift-*.f64N/A
count-2-revN/A
lower-+.f6486.5
Applied rewrites86.5%
if -1.02e-106 < b < -4.999999999999985e-310Initial program 78.4%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
lower-fma.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f6470.4
Applied rewrites70.4%
Taylor expanded in b around -inf
lower-*.f64N/A
lower-/.f64N/A
lower-*.f6470.4
Applied rewrites70.4%
if -4.999999999999985e-310 < b < 2.0000000000000001e-22Initial program 83.8%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6483.8
Applied rewrites83.8%
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-*.f6460.8
Applied rewrites60.8%
lift-*.f64N/A
count-2-revN/A
lower-+.f6460.8
Applied rewrites60.8%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (* (* a c) -4.0)))
(t_1 (+ (- b) (- b)))
(t_2 (if (>= b 0.0) (/ (* -2.0 b) (* 2.0 a)) (/ (+ c c) t_1))))
(if (<= b -1.02e-106)
t_2
(if (<= b -5e-310)
(if (>= b 0.0) (* (sqrt (* (/ c a) -4.0)) -0.5) (/ (* 2.0 c) t_0))
(if (<= b 2e-22)
(if (>= b 0.0) (/ (- t_0) (+ a a)) (/ (* 2.0 c) t_1))
t_2)))))
double code(double a, double b, double c) {
double t_0 = sqrt(((a * c) * -4.0));
double t_1 = -b + -b;
double tmp;
if (b >= 0.0) {
tmp = (-2.0 * b) / (2.0 * a);
} else {
tmp = (c + c) / t_1;
}
double t_2 = tmp;
double tmp_1;
if (b <= -1.02e-106) {
tmp_1 = t_2;
} else if (b <= -5e-310) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = sqrt(((c / a) * -4.0)) * -0.5;
} else {
tmp_2 = (2.0 * c) / t_0;
}
tmp_1 = tmp_2;
} else if (b <= 2e-22) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = -t_0 / (a + a);
} else {
tmp_3 = (2.0 * c) / t_1;
}
tmp_1 = tmp_3;
} else {
tmp_1 = t_2;
}
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) :: t_2
real(8) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
real(8) :: tmp_3
t_0 = sqrt(((a * c) * (-4.0d0)))
t_1 = -b + -b
if (b >= 0.0d0) then
tmp = ((-2.0d0) * b) / (2.0d0 * a)
else
tmp = (c + c) / t_1
end if
t_2 = tmp
if (b <= (-1.02d-106)) then
tmp_1 = t_2
else if (b <= (-5d-310)) then
if (b >= 0.0d0) then
tmp_2 = sqrt(((c / a) * (-4.0d0))) * (-0.5d0)
else
tmp_2 = (2.0d0 * c) / t_0
end if
tmp_1 = tmp_2
else if (b <= 2d-22) then
if (b >= 0.0d0) then
tmp_3 = -t_0 / (a + a)
else
tmp_3 = (2.0d0 * c) / t_1
end if
tmp_1 = tmp_3
else
tmp_1 = t_2
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 t_1 = -b + -b;
double tmp;
if (b >= 0.0) {
tmp = (-2.0 * b) / (2.0 * a);
} else {
tmp = (c + c) / t_1;
}
double t_2 = tmp;
double tmp_1;
if (b <= -1.02e-106) {
tmp_1 = t_2;
} else if (b <= -5e-310) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = Math.sqrt(((c / a) * -4.0)) * -0.5;
} else {
tmp_2 = (2.0 * c) / t_0;
}
tmp_1 = tmp_2;
} else if (b <= 2e-22) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = -t_0 / (a + a);
} else {
tmp_3 = (2.0 * c) / t_1;
}
tmp_1 = tmp_3;
} else {
tmp_1 = t_2;
}
return tmp_1;
}
def code(a, b, c): t_0 = math.sqrt(((a * c) * -4.0)) t_1 = -b + -b tmp = 0 if b >= 0.0: tmp = (-2.0 * b) / (2.0 * a) else: tmp = (c + c) / t_1 t_2 = tmp tmp_1 = 0 if b <= -1.02e-106: tmp_1 = t_2 elif b <= -5e-310: tmp_2 = 0 if b >= 0.0: tmp_2 = math.sqrt(((c / a) * -4.0)) * -0.5 else: tmp_2 = (2.0 * c) / t_0 tmp_1 = tmp_2 elif b <= 2e-22: tmp_3 = 0 if b >= 0.0: tmp_3 = -t_0 / (a + a) else: tmp_3 = (2.0 * c) / t_1 tmp_1 = tmp_3 else: tmp_1 = t_2 return tmp_1
function code(a, b, c) t_0 = sqrt(Float64(Float64(a * c) * -4.0)) t_1 = Float64(Float64(-b) + Float64(-b)) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(-2.0 * b) / Float64(2.0 * a)); else tmp = Float64(Float64(c + c) / t_1); end t_2 = tmp tmp_1 = 0.0 if (b <= -1.02e-106) tmp_1 = t_2; elseif (b <= -5e-310) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(sqrt(Float64(Float64(c / a) * -4.0)) * -0.5); else tmp_2 = Float64(Float64(2.0 * c) / t_0); end tmp_1 = tmp_2; elseif (b <= 2e-22) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(-t_0) / Float64(a + a)); else tmp_3 = Float64(Float64(2.0 * c) / t_1); end tmp_1 = tmp_3; else tmp_1 = t_2; end return tmp_1 end
function tmp_5 = code(a, b, c) t_0 = sqrt(((a * c) * -4.0)); t_1 = -b + -b; tmp = 0.0; if (b >= 0.0) tmp = (-2.0 * b) / (2.0 * a); else tmp = (c + c) / t_1; end t_2 = tmp; tmp_2 = 0.0; if (b <= -1.02e-106) tmp_2 = t_2; elseif (b <= -5e-310) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = sqrt(((c / a) * -4.0)) * -0.5; else tmp_3 = (2.0 * c) / t_0; end tmp_2 = tmp_3; elseif (b <= 2e-22) tmp_4 = 0.0; if (b >= 0.0) tmp_4 = -t_0 / (a + a); else tmp_4 = (2.0 * c) / t_1; end tmp_2 = tmp_4; else tmp_2 = t_2; 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]}, Block[{t$95$1 = N[((-b) + (-b)), $MachinePrecision]}, Block[{t$95$2 = If[GreaterEqual[b, 0.0], N[(N[(-2.0 * b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(c + c), $MachinePrecision] / t$95$1), $MachinePrecision]]}, If[LessEqual[b, -1.02e-106], t$95$2, If[LessEqual[b, -5e-310], If[GreaterEqual[b, 0.0], N[(N[Sqrt[N[(N[(c / a), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision] * -0.5), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / t$95$0), $MachinePrecision]], If[LessEqual[b, 2e-22], If[GreaterEqual[b, 0.0], N[((-t$95$0) / N[(a + a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / t$95$1), $MachinePrecision]], t$95$2]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\left(a \cdot c\right) \cdot -4}\\
t_1 := \left(-b\right) + \left(-b\right)\\
t_2 := \begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot b}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c + c}{t\_1}\\
\end{array}\\
\mathbf{if}\;b \leq -1.02 \cdot 10^{-106}:\\
\;\;\;\;t\_2\\
\mathbf{elif}\;b \leq -5 \cdot 10^{-310}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\sqrt{\frac{c}{a} \cdot -4} \cdot -0.5\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{t\_0}\\
\end{array}\\
\mathbf{elif}\;b \leq 2 \cdot 10^{-22}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-t\_0}{a + a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{t\_1}\\
\end{array}\\
\mathbf{else}:\\
\;\;\;\;t\_2\\
\end{array}
\end{array}
if b < -1.02e-106 or 2.0000000000000001e-22 < b Initial program 70.1%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6476.3
Applied rewrites76.3%
Taylor expanded in a around 0
lower-*.f6486.5
Applied rewrites86.5%
lift-*.f64N/A
count-2-revN/A
lower-+.f6486.5
Applied rewrites86.5%
if -1.02e-106 < b < -4.999999999999985e-310Initial program 78.4%
Taylor expanded in a around inf
*-commutativeN/A
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-/.f6478.4
Applied rewrites78.4%
Taylor expanded in a around inf
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6470.0
Applied rewrites70.0%
if -4.999999999999985e-310 < b < 2.0000000000000001e-22Initial program 83.8%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6483.8
Applied rewrites83.8%
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-*.f6460.8
Applied rewrites60.8%
lift-*.f64N/A
count-2-revN/A
lower-+.f6460.8
Applied rewrites60.8%
(FPCore (a b c)
:precision binary64
(let* ((t_0
(if (>= b 0.0) (/ (* -2.0 b) (* 2.0 a)) (/ (+ c c) (+ (- b) (- b))))))
(if (<= b -1.02e-106)
t_0
(if (<= b 2.25e-88)
(if (>= b 0.0)
(* (sqrt (* (/ c a) -4.0)) -0.5)
(/ (* 2.0 c) (sqrt (* (* a c) -4.0))))
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 = (c + c) / (-b + -b);
}
double t_0 = tmp;
double tmp_1;
if (b <= -1.02e-106) {
tmp_1 = t_0;
} else if (b <= 2.25e-88) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = sqrt(((c / a) * -4.0)) * -0.5;
} else {
tmp_2 = (2.0 * c) / sqrt(((a * c) * -4.0));
}
tmp_1 = tmp_2;
} 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
if (b >= 0.0d0) then
tmp = ((-2.0d0) * b) / (2.0d0 * a)
else
tmp = (c + c) / (-b + -b)
end if
t_0 = tmp
if (b <= (-1.02d-106)) then
tmp_1 = t_0
else if (b <= 2.25d-88) then
if (b >= 0.0d0) then
tmp_2 = sqrt(((c / a) * (-4.0d0))) * (-0.5d0)
else
tmp_2 = (2.0d0 * c) / sqrt(((a * c) * (-4.0d0)))
end if
tmp_1 = tmp_2
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 * b) / (2.0 * a);
} else {
tmp = (c + c) / (-b + -b);
}
double t_0 = tmp;
double tmp_1;
if (b <= -1.02e-106) {
tmp_1 = t_0;
} else if (b <= 2.25e-88) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = Math.sqrt(((c / a) * -4.0)) * -0.5;
} else {
tmp_2 = (2.0 * c) / Math.sqrt(((a * c) * -4.0));
}
tmp_1 = tmp_2;
} else {
tmp_1 = t_0;
}
return tmp_1;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = (-2.0 * b) / (2.0 * a) else: tmp = (c + c) / (-b + -b) t_0 = tmp tmp_1 = 0 if b <= -1.02e-106: tmp_1 = t_0 elif b <= 2.25e-88: tmp_2 = 0 if b >= 0.0: tmp_2 = math.sqrt(((c / a) * -4.0)) * -0.5 else: tmp_2 = (2.0 * c) / math.sqrt(((a * c) * -4.0)) 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(c + c) / Float64(Float64(-b) + Float64(-b))); end t_0 = tmp tmp_1 = 0.0 if (b <= -1.02e-106) tmp_1 = t_0; elseif (b <= 2.25e-88) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(sqrt(Float64(Float64(c / a) * -4.0)) * -0.5); else tmp_2 = Float64(Float64(2.0 * c) / sqrt(Float64(Float64(a * c) * -4.0))); end tmp_1 = tmp_2; else tmp_1 = t_0; end return tmp_1 end
function tmp_4 = code(a, b, c) tmp = 0.0; if (b >= 0.0) tmp = (-2.0 * b) / (2.0 * a); else tmp = (c + c) / (-b + -b); end t_0 = tmp; tmp_2 = 0.0; if (b <= -1.02e-106) tmp_2 = t_0; elseif (b <= 2.25e-88) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = sqrt(((c / a) * -4.0)) * -0.5; else tmp_3 = (2.0 * c) / sqrt(((a * c) * -4.0)); end tmp_2 = tmp_3; else tmp_2 = t_0; end tmp_4 = tmp_2; 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[(c + c), $MachinePrecision] / N[((-b) + (-b)), $MachinePrecision]), $MachinePrecision]]}, If[LessEqual[b, -1.02e-106], t$95$0, If[LessEqual[b, 2.25e-88], If[GreaterEqual[b, 0.0], N[(N[Sqrt[N[(N[(c / a), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision] * -0.5), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]], 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{c + c}{\left(-b\right) + \left(-b\right)}\\
\end{array}\\
\mathbf{if}\;b \leq -1.02 \cdot 10^{-106}:\\
\;\;\;\;t\_0\\
\mathbf{elif}\;b \leq 2.25 \cdot 10^{-88}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\sqrt{\frac{c}{a} \cdot -4} \cdot -0.5\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\sqrt{\left(a \cdot c\right) \cdot -4}}\\
\end{array}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < -1.02e-106 or 2.24999999999999996e-88 < b Initial program 71.4%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6477.2
Applied rewrites77.2%
Taylor expanded in a around 0
lower-*.f6484.3
Applied rewrites84.3%
lift-*.f64N/A
count-2-revN/A
lower-+.f6484.3
Applied rewrites84.3%
if -1.02e-106 < b < 2.24999999999999996e-88Initial program 80.1%
Taylor expanded in a around inf
*-commutativeN/A
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-/.f6452.3
Applied rewrites52.3%
Taylor expanded in a around inf
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6448.6
Applied rewrites48.6%
(FPCore (a b c)
:precision binary64
(let* ((t_0
(if (>= b 0.0) (/ (* -2.0 b) (* 2.0 a)) (/ (+ c c) (+ (- b) (- b))))))
(if (<= b -5.5e-115)
t_0
(if (<= b 2.25e-88)
(if (>= b 0.0)
(* (sqrt (* (/ c a) -4.0)) -0.5)
(- (sqrt (* (/ c a) -1.0))))
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 = (c + c) / (-b + -b);
}
double t_0 = tmp;
double tmp_1;
if (b <= -5.5e-115) {
tmp_1 = t_0;
} else if (b <= 2.25e-88) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = sqrt(((c / a) * -4.0)) * -0.5;
} else {
tmp_2 = -sqrt(((c / a) * -1.0));
}
tmp_1 = tmp_2;
} 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
if (b >= 0.0d0) then
tmp = ((-2.0d0) * b) / (2.0d0 * a)
else
tmp = (c + c) / (-b + -b)
end if
t_0 = tmp
if (b <= (-5.5d-115)) then
tmp_1 = t_0
else if (b <= 2.25d-88) then
if (b >= 0.0d0) then
tmp_2 = sqrt(((c / a) * (-4.0d0))) * (-0.5d0)
else
tmp_2 = -sqrt(((c / a) * (-1.0d0)))
end if
tmp_1 = tmp_2
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 * b) / (2.0 * a);
} else {
tmp = (c + c) / (-b + -b);
}
double t_0 = tmp;
double tmp_1;
if (b <= -5.5e-115) {
tmp_1 = t_0;
} else if (b <= 2.25e-88) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = Math.sqrt(((c / a) * -4.0)) * -0.5;
} else {
tmp_2 = -Math.sqrt(((c / a) * -1.0));
}
tmp_1 = tmp_2;
} else {
tmp_1 = t_0;
}
return tmp_1;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = (-2.0 * b) / (2.0 * a) else: tmp = (c + c) / (-b + -b) t_0 = tmp tmp_1 = 0 if b <= -5.5e-115: tmp_1 = t_0 elif b <= 2.25e-88: tmp_2 = 0 if b >= 0.0: tmp_2 = math.sqrt(((c / a) * -4.0)) * -0.5 else: tmp_2 = -math.sqrt(((c / a) * -1.0)) 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(c + c) / Float64(Float64(-b) + Float64(-b))); end t_0 = tmp tmp_1 = 0.0 if (b <= -5.5e-115) tmp_1 = t_0; elseif (b <= 2.25e-88) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(sqrt(Float64(Float64(c / a) * -4.0)) * -0.5); else tmp_2 = Float64(-sqrt(Float64(Float64(c / a) * -1.0))); end tmp_1 = tmp_2; else tmp_1 = t_0; end return tmp_1 end
function tmp_4 = code(a, b, c) tmp = 0.0; if (b >= 0.0) tmp = (-2.0 * b) / (2.0 * a); else tmp = (c + c) / (-b + -b); end t_0 = tmp; tmp_2 = 0.0; if (b <= -5.5e-115) tmp_2 = t_0; elseif (b <= 2.25e-88) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = sqrt(((c / a) * -4.0)) * -0.5; else tmp_3 = -sqrt(((c / a) * -1.0)); end tmp_2 = tmp_3; else tmp_2 = t_0; end tmp_4 = tmp_2; 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[(c + c), $MachinePrecision] / N[((-b) + (-b)), $MachinePrecision]), $MachinePrecision]]}, If[LessEqual[b, -5.5e-115], t$95$0, If[LessEqual[b, 2.25e-88], If[GreaterEqual[b, 0.0], N[(N[Sqrt[N[(N[(c / a), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision] * -0.5), $MachinePrecision], (-N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $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{c + c}{\left(-b\right) + \left(-b\right)}\\
\end{array}\\
\mathbf{if}\;b \leq -5.5 \cdot 10^{-115}:\\
\;\;\;\;t\_0\\
\mathbf{elif}\;b \leq 2.25 \cdot 10^{-88}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\sqrt{\frac{c}{a} \cdot -4} \cdot -0.5\\
\mathbf{else}:\\
\;\;\;\;-\sqrt{\frac{c}{a} \cdot -1}\\
\end{array}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < -5.50000000000000028e-115 or 2.24999999999999996e-88 < b Initial program 71.5%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6477.0
Applied rewrites77.0%
Taylor expanded in a around 0
lower-*.f6484.0
Applied rewrites84.0%
lift-*.f64N/A
count-2-revN/A
lower-+.f6484.0
Applied rewrites84.0%
if -5.50000000000000028e-115 < b < 2.24999999999999996e-88Initial program 79.9%
Taylor expanded in a around inf
*-commutativeN/A
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-/.f6451.7
Applied rewrites51.7%
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.f6432.5
Applied rewrites32.5%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (/ (* -2.0 b) (* 2.0 a)) (/ (+ c c) (+ (- b) (- b)))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (-2.0 * b) / (2.0 * a);
} else {
tmp = (c + c) / (-b + -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 = (c + c) / (-b + -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 = (c + c) / (-b + -b);
}
return tmp;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = (-2.0 * b) / (2.0 * a) else: tmp = (c + c) / (-b + -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(c + c) / Float64(Float64(-b) + Float64(-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 = (c + c) / (-b + -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[(c + c), $MachinePrecision] / N[((-b) + (-b)), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot b}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c + c}{\left(-b\right) + \left(-b\right)}\\
\end{array}
\end{array}
Initial program 73.6%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6471.1
Applied rewrites71.1%
Taylor expanded in a around 0
lower-*.f6468.1
Applied rewrites68.1%
lift-*.f64N/A
count-2-revN/A
lower-+.f6468.1
Applied rewrites68.1%
herbie shell --seed 2025106
(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)))))))