
(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 9 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 (/ (+ b b) (* 2.0 (- a))))
(t_1 (sqrt (fma (* -4.0 a) c (* b b)))))
(if (<= b -3.1e+150)
(if (>= b 0.0) t_0 (/ c (- b)))
(if (<= b 2.1e+90)
(if (>= b 0.0) (* (/ (+ t_1 b) a) -0.5) (/ (* 2.0 c) (- t_1 b)))
(if (>= b 0.0) t_0 (- (sqrt (/ (- c) a))))))))
double code(double a, double b, double c) {
double t_0 = (b + b) / (2.0 * -a);
double t_1 = sqrt(fma((-4.0 * a), c, (b * b)));
double tmp_1;
if (b <= -3.1e+150) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_0;
} else {
tmp_2 = c / -b;
}
tmp_1 = tmp_2;
} else if (b <= 2.1e+90) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = ((t_1 + b) / a) * -0.5;
} else {
tmp_3 = (2.0 * c) / (t_1 - b);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = t_0;
} else {
tmp_1 = -sqrt((-c / a));
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(b + b) / Float64(2.0 * Float64(-a))) t_1 = sqrt(fma(Float64(-4.0 * a), c, Float64(b * b))) tmp_1 = 0.0 if (b <= -3.1e+150) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_0; else tmp_2 = Float64(c / Float64(-b)); end tmp_1 = tmp_2; elseif (b <= 2.1e+90) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(Float64(t_1 + b) / a) * -0.5); else tmp_3 = Float64(Float64(2.0 * c) / Float64(t_1 - b)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = t_0; else tmp_1 = Float64(-sqrt(Float64(Float64(-c) / a))); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(b + b), $MachinePrecision] / N[(2.0 * (-a)), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[Sqrt[N[(N[(-4.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -3.1e+150], If[GreaterEqual[b, 0.0], t$95$0, N[(c / (-b)), $MachinePrecision]], If[LessEqual[b, 2.1e+90], If[GreaterEqual[b, 0.0], N[(N[(N[(t$95$1 + b), $MachinePrecision] / a), $MachinePrecision] * -0.5), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[(t$95$1 - b), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], t$95$0, (-N[Sqrt[N[((-c) / a), $MachinePrecision]], $MachinePrecision])]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{b + b}{2 \cdot \left(-a\right)}\\
t_1 := \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\\
\mathbf{if}\;b \leq -3.1 \cdot 10^{+150}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{-b}\\
\end{array}\\
\mathbf{elif}\;b \leq 2.1 \cdot 10^{+90}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{t\_1 + b}{a} \cdot -0.5\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{t\_1 - b}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;-\sqrt{\frac{-c}{a}}\\
\end{array}
\end{array}
if b < -3.10000000000000014e150Initial program 43.6%
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-*.f641.2
Applied rewrites1.2%
Taylor expanded in a around 0
Applied rewrites1.2%
Taylor expanded in b around inf
lower-*.f641.9
Applied rewrites1.9%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lift-/.f6495.5
Applied rewrites95.5%
if -3.10000000000000014e150 < b < 2.09999999999999981e90Initial program 88.0%
Taylor expanded in a around 0
Applied rewrites88.0%
if 2.09999999999999981e90 < b Initial program 59.8%
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-*.f6459.8
Applied rewrites59.8%
Taylor expanded in a around 0
Applied rewrites96.2%
Taylor expanded in b around inf
lower-*.f6496.2
Applied rewrites96.2%
Taylor expanded in a around inf
sqrt-prodN/A
lower-sqrt.f64N/A
*-commutativeN/A
mul-1-negN/A
lower-neg.f64N/A
lift-/.f6496.2
Applied rewrites96.2%
Final simplification90.8%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (* 2.0 (- a))))
(if (<= b -3.1e+150)
(if (>= b 0.0) (/ (+ b b) t_0) (/ c (- b)))
(if (<= b -6.7e-224)
(if (>= b 0.0)
(* (* -2.0 (sqrt (* (/ c a) -1.0))) -0.5)
(/ (+ c c) (- (sqrt (fma (* -4.0 a) c (* b b))) b)))
(if (<= b 5.5e-14)
(if (>= b 0.0)
(/ (+ b (sqrt (* -4.0 (* a c)))) t_0)
(/ (fma 0.5 b (sqrt (* (* c a) -1.0))) (- a)))
(if (>= b 0.0)
(fma -1.0 (/ b a) (/ c b))
(* (sqrt (/ (- c) a)) -1.0)))))))
double code(double a, double b, double c) {
double t_0 = 2.0 * -a;
double tmp_1;
if (b <= -3.1e+150) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (b + b) / t_0;
} else {
tmp_2 = c / -b;
}
tmp_1 = tmp_2;
} else if (b <= -6.7e-224) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-2.0 * sqrt(((c / a) * -1.0))) * -0.5;
} else {
tmp_3 = (c + c) / (sqrt(fma((-4.0 * a), c, (b * b))) - b);
}
tmp_1 = tmp_3;
} else if (b <= 5.5e-14) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = (b + sqrt((-4.0 * (a * c)))) / t_0;
} else {
tmp_4 = fma(0.5, b, sqrt(((c * a) * -1.0))) / -a;
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = fma(-1.0, (b / a), (c / b));
} else {
tmp_1 = sqrt((-c / a)) * -1.0;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(2.0 * Float64(-a)) tmp_1 = 0.0 if (b <= -3.1e+150) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(b + b) / t_0); else tmp_2 = Float64(c / Float64(-b)); end tmp_1 = tmp_2; elseif (b <= -6.7e-224) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(-2.0 * sqrt(Float64(Float64(c / a) * -1.0))) * -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 <= 5.5e-14) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(Float64(b + sqrt(Float64(-4.0 * Float64(a * c)))) / t_0); else tmp_4 = Float64(fma(0.5, b, sqrt(Float64(Float64(c * a) * -1.0))) / Float64(-a)); end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = fma(-1.0, Float64(b / a), Float64(c / b)); else tmp_1 = Float64(sqrt(Float64(Float64(-c) / a)) * -1.0); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[(2.0 * (-a)), $MachinePrecision]}, If[LessEqual[b, -3.1e+150], If[GreaterEqual[b, 0.0], N[(N[(b + b), $MachinePrecision] / t$95$0), $MachinePrecision], N[(c / (-b)), $MachinePrecision]], If[LessEqual[b, -6.7e-224], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $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, 5.5e-14], If[GreaterEqual[b, 0.0], N[(N[(b + N[Sqrt[N[(-4.0 * N[(a * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / t$95$0), $MachinePrecision], N[(N[(0.5 * b + N[Sqrt[N[(N[(c * a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / (-a)), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(-1.0 * N[(b / a), $MachinePrecision] + N[(c / b), $MachinePrecision]), $MachinePrecision], N[(N[Sqrt[N[((-c) / a), $MachinePrecision]], $MachinePrecision] * -1.0), $MachinePrecision]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := 2 \cdot \left(-a\right)\\
\mathbf{if}\;b \leq -3.1 \cdot 10^{+150}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{b + b}{t\_0}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{-b}\\
\end{array}\\
\mathbf{elif}\;b \leq -6.7 \cdot 10^{-224}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\left(-2 \cdot \sqrt{\frac{c}{a} \cdot -1}\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 5.5 \cdot 10^{-14}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{b + \sqrt{-4 \cdot \left(a \cdot c\right)}}{t\_0}\\
\mathbf{else}:\\
\;\;\;\;\frac{\mathsf{fma}\left(0.5, b, \sqrt{\left(c \cdot a\right) \cdot -1}\right)}{-a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;\sqrt{\frac{-c}{a}} \cdot -1\\
\end{array}
\end{array}
if b < -3.10000000000000014e150Initial program 43.6%
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-*.f641.2
Applied rewrites1.2%
Taylor expanded in a around 0
Applied rewrites1.2%
Taylor expanded in b around inf
lower-*.f641.9
Applied rewrites1.9%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lift-/.f6495.5
Applied rewrites95.5%
if -3.10000000000000014e150 < b < -6.69999999999999957e-224Initial program 87.8%
Taylor expanded in a around 0
Applied rewrites87.8%
Taylor expanded in a around -inf
lower-*.f64N/A
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6487.8
Applied rewrites87.8%
lift-*.f64N/A
count-2-revN/A
lower-+.f6487.8
Applied rewrites87.8%
if -6.69999999999999957e-224 < b < 5.49999999999999991e-14Initial program 86.9%
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-*.f6487.0
Applied rewrites87.0%
Taylor expanded in a around inf
lower-*.f64N/A
lower-*.f6472.4
Applied rewrites72.4%
if 5.49999999999999991e-14 < b Initial program 69.4%
Taylor expanded in a around inf
*-commutativeN/A
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-/.f645.8
Applied rewrites5.8%
Taylor expanded in a around -inf
lower-*.f64N/A
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f645.8
Applied rewrites5.8%
Taylor expanded in c around 0
lower-fma.f64N/A
lift-/.f64N/A
lower-/.f6489.9
Applied rewrites89.9%
lift-*.f64N/A
lift-sqrt.f64N/A
lift-*.f64N/A
lift-/.f64N/A
sqrt-prodN/A
*-commutativeN/A
lower-*.f64N/A
sqrt-prodN/A
lower-sqrt.f64N/A
*-commutativeN/A
mul-1-negN/A
lower-neg.f64N/A
lift-/.f6489.9
Applied rewrites89.9%
Final simplification86.2%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (* 2.0 (- a))))
(if (<= b -1.7e-57)
(if (>= b 0.0) (/ (+ b b) t_0) (/ c (- b)))
(if (<= b 5.5e-14)
(if (>= b 0.0)
(/ (+ b (sqrt (* -4.0 (* a c)))) t_0)
(/ (fma 0.5 b (sqrt (* (* c a) -1.0))) (- a)))
(if (>= b 0.0)
(fma -1.0 (/ b a) (/ c b))
(* (sqrt (/ (- c) a)) -1.0))))))
double code(double a, double b, double c) {
double t_0 = 2.0 * -a;
double tmp_1;
if (b <= -1.7e-57) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (b + b) / t_0;
} else {
tmp_2 = c / -b;
}
tmp_1 = tmp_2;
} else if (b <= 5.5e-14) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (b + sqrt((-4.0 * (a * c)))) / t_0;
} else {
tmp_3 = fma(0.5, b, sqrt(((c * a) * -1.0))) / -a;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = fma(-1.0, (b / a), (c / b));
} else {
tmp_1 = sqrt((-c / a)) * -1.0;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(2.0 * Float64(-a)) tmp_1 = 0.0 if (b <= -1.7e-57) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(b + b) / t_0); else tmp_2 = Float64(c / Float64(-b)); end tmp_1 = tmp_2; elseif (b <= 5.5e-14) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(b + sqrt(Float64(-4.0 * Float64(a * c)))) / t_0); else tmp_3 = Float64(fma(0.5, b, sqrt(Float64(Float64(c * a) * -1.0))) / Float64(-a)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = fma(-1.0, Float64(b / a), Float64(c / b)); else tmp_1 = Float64(sqrt(Float64(Float64(-c) / a)) * -1.0); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[(2.0 * (-a)), $MachinePrecision]}, If[LessEqual[b, -1.7e-57], If[GreaterEqual[b, 0.0], N[(N[(b + b), $MachinePrecision] / t$95$0), $MachinePrecision], N[(c / (-b)), $MachinePrecision]], If[LessEqual[b, 5.5e-14], If[GreaterEqual[b, 0.0], N[(N[(b + N[Sqrt[N[(-4.0 * N[(a * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / t$95$0), $MachinePrecision], N[(N[(0.5 * b + N[Sqrt[N[(N[(c * a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / (-a)), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(-1.0 * N[(b / a), $MachinePrecision] + N[(c / b), $MachinePrecision]), $MachinePrecision], N[(N[Sqrt[N[((-c) / a), $MachinePrecision]], $MachinePrecision] * -1.0), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := 2 \cdot \left(-a\right)\\
\mathbf{if}\;b \leq -1.7 \cdot 10^{-57}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{b + b}{t\_0}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{-b}\\
\end{array}\\
\mathbf{elif}\;b \leq 5.5 \cdot 10^{-14}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{b + \sqrt{-4 \cdot \left(a \cdot c\right)}}{t\_0}\\
\mathbf{else}:\\
\;\;\;\;\frac{\mathsf{fma}\left(0.5, b, \sqrt{\left(c \cdot a\right) \cdot -1}\right)}{-a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;\sqrt{\frac{-c}{a}} \cdot -1\\
\end{array}
\end{array}
if b < -1.70000000000000008e-57Initial program 70.8%
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-*.f645.6
Applied rewrites5.6%
Taylor expanded in a around 0
Applied rewrites5.6%
Taylor expanded in b around inf
lower-*.f642.7
Applied rewrites2.7%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lift-/.f6489.0
Applied rewrites89.0%
if -1.70000000000000008e-57 < b < 5.49999999999999991e-14Initial program 83.7%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
lower-fma.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f6473.6
Applied rewrites73.6%
Taylor expanded in a around inf
lower-*.f64N/A
lower-*.f6464.2
Applied rewrites64.2%
if 5.49999999999999991e-14 < b Initial program 69.4%
Taylor expanded in a around inf
*-commutativeN/A
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-/.f645.8
Applied rewrites5.8%
Taylor expanded in a around -inf
lower-*.f64N/A
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f645.8
Applied rewrites5.8%
Taylor expanded in c around 0
lower-fma.f64N/A
lift-/.f64N/A
lower-/.f6489.9
Applied rewrites89.9%
lift-*.f64N/A
lift-sqrt.f64N/A
lift-*.f64N/A
lift-/.f64N/A
sqrt-prodN/A
*-commutativeN/A
lower-*.f64N/A
sqrt-prodN/A
lower-sqrt.f64N/A
*-commutativeN/A
mul-1-negN/A
lower-neg.f64N/A
lift-/.f6489.9
Applied rewrites89.9%
Final simplification80.4%
(FPCore (a b c)
:precision binary64
(if (<= b -1.7e-57)
(if (>= b 0.0) (/ (+ b b) (* 2.0 (- a))) (/ c (- b)))
(if (<= b 7.2e-67)
(if (>= b 0.0)
(/ (- (sqrt (* (* c a) -4.0))) (* 2.0 a))
(/ (fma 0.5 b (sqrt (* (- c) a))) (- a)))
(if (>= b 0.0) (fma -1.0 (/ b a) (/ c b)) (* (sqrt (/ (- c) a)) -1.0)))))
double code(double a, double b, double c) {
double tmp_1;
if (b <= -1.7e-57) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (b + b) / (2.0 * -a);
} else {
tmp_2 = c / -b;
}
tmp_1 = tmp_2;
} else if (b <= 7.2e-67) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = -sqrt(((c * a) * -4.0)) / (2.0 * a);
} else {
tmp_3 = fma(0.5, b, sqrt((-c * a))) / -a;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = fma(-1.0, (b / a), (c / b));
} else {
tmp_1 = sqrt((-c / a)) * -1.0;
}
return tmp_1;
}
function code(a, b, c) tmp_1 = 0.0 if (b <= -1.7e-57) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(b + b) / Float64(2.0 * Float64(-a))); else tmp_2 = Float64(c / Float64(-b)); end tmp_1 = tmp_2; elseif (b <= 7.2e-67) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(-sqrt(Float64(Float64(c * a) * -4.0))) / Float64(2.0 * a)); else tmp_3 = Float64(fma(0.5, b, sqrt(Float64(Float64(-c) * a))) / Float64(-a)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = fma(-1.0, Float64(b / a), Float64(c / b)); else tmp_1 = Float64(sqrt(Float64(Float64(-c) / a)) * -1.0); end return tmp_1 end
code[a_, b_, c_] := If[LessEqual[b, -1.7e-57], If[GreaterEqual[b, 0.0], N[(N[(b + b), $MachinePrecision] / N[(2.0 * (-a)), $MachinePrecision]), $MachinePrecision], N[(c / (-b)), $MachinePrecision]], If[LessEqual[b, 7.2e-67], If[GreaterEqual[b, 0.0], N[((-N[Sqrt[N[(N[(c * a), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision]) / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(0.5 * b + N[Sqrt[N[((-c) * a), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / (-a)), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(-1.0 * N[(b / a), $MachinePrecision] + N[(c / b), $MachinePrecision]), $MachinePrecision], N[(N[Sqrt[N[((-c) / a), $MachinePrecision]], $MachinePrecision] * -1.0), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq -1.7 \cdot 10^{-57}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{b + b}{2 \cdot \left(-a\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{-b}\\
\end{array}\\
\mathbf{elif}\;b \leq 7.2 \cdot 10^{-67}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-\sqrt{\left(c \cdot a\right) \cdot -4}}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{\mathsf{fma}\left(0.5, b, \sqrt{\left(-c\right) \cdot a}\right)}{-a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;\sqrt{\frac{-c}{a}} \cdot -1\\
\end{array}
\end{array}
if b < -1.70000000000000008e-57Initial program 70.8%
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-*.f645.6
Applied rewrites5.6%
Taylor expanded in a around 0
Applied rewrites5.6%
Taylor expanded in b around inf
lower-*.f642.7
Applied rewrites2.7%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lift-/.f6489.0
Applied rewrites89.0%
if -1.70000000000000008e-57 < b < 7.19999999999999998e-67Initial program 81.6%
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-*.f6470.0
Applied rewrites70.0%
Taylor expanded in a around 0
Applied rewrites37.9%
Taylor expanded in a around inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6464.8
Applied rewrites64.8%
lift-*.f64N/A
*-commutativeN/A
lift-*.f6464.8
lift-*.f64N/A
lift-*.f64N/A
Applied rewrites64.8%
if 7.19999999999999998e-67 < b Initial program 73.4%
Taylor expanded in a around inf
*-commutativeN/A
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-/.f646.5
Applied rewrites6.5%
Taylor expanded in a around -inf
lower-*.f64N/A
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f646.5
Applied rewrites6.5%
Taylor expanded in c around 0
lower-fma.f64N/A
lift-/.f64N/A
lower-/.f6484.6
Applied rewrites84.6%
lift-*.f64N/A
lift-sqrt.f64N/A
lift-*.f64N/A
lift-/.f64N/A
sqrt-prodN/A
*-commutativeN/A
lower-*.f64N/A
sqrt-prodN/A
lower-sqrt.f64N/A
*-commutativeN/A
mul-1-negN/A
lower-neg.f64N/A
lift-/.f6484.6
Applied rewrites84.6%
Final simplification80.1%
(FPCore (a b c)
:precision binary64
(if (<= b -1.7e-57)
(if (>= b 0.0) (/ (+ b b) (* 2.0 (- a))) (/ c (- b)))
(if (<= b 1.95e-110)
(if (>= b 0.0)
(* (sqrt (* (/ c a) -4.0)) -0.5)
(/ (* 2.0 c) (sqrt (* (* a c) -4.0))))
(if (>= b 0.0) (fma -1.0 (/ b a) (/ c b)) (* (sqrt (/ (- c) a)) -1.0)))))
double code(double a, double b, double c) {
double tmp_1;
if (b <= -1.7e-57) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (b + b) / (2.0 * -a);
} else {
tmp_2 = c / -b;
}
tmp_1 = tmp_2;
} else if (b <= 1.95e-110) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = sqrt(((c / a) * -4.0)) * -0.5;
} else {
tmp_3 = (2.0 * c) / sqrt(((a * c) * -4.0));
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = fma(-1.0, (b / a), (c / b));
} else {
tmp_1 = sqrt((-c / a)) * -1.0;
}
return tmp_1;
}
function code(a, b, c) tmp_1 = 0.0 if (b <= -1.7e-57) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(b + b) / Float64(2.0 * Float64(-a))); else tmp_2 = Float64(c / Float64(-b)); end tmp_1 = tmp_2; elseif (b <= 1.95e-110) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(sqrt(Float64(Float64(c / a) * -4.0)) * -0.5); else tmp_3 = Float64(Float64(2.0 * c) / sqrt(Float64(Float64(a * c) * -4.0))); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = fma(-1.0, Float64(b / a), Float64(c / b)); else tmp_1 = Float64(sqrt(Float64(Float64(-c) / a)) * -1.0); end return tmp_1 end
code[a_, b_, c_] := If[LessEqual[b, -1.7e-57], If[GreaterEqual[b, 0.0], N[(N[(b + b), $MachinePrecision] / N[(2.0 * (-a)), $MachinePrecision]), $MachinePrecision], N[(c / (-b)), $MachinePrecision]], If[LessEqual[b, 1.95e-110], If[GreaterEqual[b, 0.0], N[(N[Sqrt[N[(N[(c / a), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision] * -0.5), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(-1.0 * N[(b / a), $MachinePrecision] + N[(c / b), $MachinePrecision]), $MachinePrecision], N[(N[Sqrt[N[((-c) / a), $MachinePrecision]], $MachinePrecision] * -1.0), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq -1.7 \cdot 10^{-57}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{b + b}{2 \cdot \left(-a\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{-b}\\
\end{array}\\
\mathbf{elif}\;b \leq 1.95 \cdot 10^{-110}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\sqrt{\frac{c}{a} \cdot -4} \cdot -0.5\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\sqrt{\left(a \cdot c\right) \cdot -4}}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;\sqrt{\frac{-c}{a}} \cdot -1\\
\end{array}
\end{array}
if b < -1.70000000000000008e-57Initial program 70.8%
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-*.f645.6
Applied rewrites5.6%
Taylor expanded in a around 0
Applied rewrites5.6%
Taylor expanded in b around inf
lower-*.f642.7
Applied rewrites2.7%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lift-/.f6489.0
Applied rewrites89.0%
if -1.70000000000000008e-57 < b < 1.95e-110Initial program 80.3%
Taylor expanded in a around inf
*-commutativeN/A
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-/.f6462.2
Applied rewrites62.2%
Taylor expanded in a around inf
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6448.8
Applied rewrites48.8%
if 1.95e-110 < b Initial program 75.2%
Taylor expanded in a around inf
*-commutativeN/A
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-/.f649.2
Applied rewrites9.2%
Taylor expanded in a around -inf
lower-*.f64N/A
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f649.2
Applied rewrites9.2%
Taylor expanded in c around 0
lower-fma.f64N/A
lift-/.f64N/A
lower-/.f6479.3
Applied rewrites79.3%
lift-*.f64N/A
lift-sqrt.f64N/A
lift-*.f64N/A
lift-/.f64N/A
sqrt-prodN/A
*-commutativeN/A
lower-*.f64N/A
sqrt-prodN/A
lower-sqrt.f64N/A
*-commutativeN/A
mul-1-negN/A
lower-neg.f64N/A
lift-/.f6479.3
Applied rewrites79.3%
Final simplification74.5%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (+ b b) (* 2.0 (- a)))))
(if (<= b -1.7e-57)
(if (>= b 0.0) t_0 (/ c (- b)))
(if (>= b 0.0) t_0 (/ (sqrt (* (- c) a)) (- a))))))
double code(double a, double b, double c) {
double t_0 = (b + b) / (2.0 * -a);
double tmp_1;
if (b <= -1.7e-57) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_0;
} else {
tmp_2 = c / -b;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = t_0;
} else {
tmp_1 = sqrt((-c * a)) / -a;
}
return tmp_1;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(a, b, c)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
t_0 = (b + b) / (2.0d0 * -a)
if (b <= (-1.7d-57)) then
if (b >= 0.0d0) then
tmp_2 = t_0
else
tmp_2 = c / -b
end if
tmp_1 = tmp_2
else if (b >= 0.0d0) then
tmp_1 = t_0
else
tmp_1 = sqrt((-c * a)) / -a
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double t_0 = (b + b) / (2.0 * -a);
double tmp_1;
if (b <= -1.7e-57) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_0;
} else {
tmp_2 = c / -b;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = t_0;
} else {
tmp_1 = Math.sqrt((-c * a)) / -a;
}
return tmp_1;
}
def code(a, b, c): t_0 = (b + b) / (2.0 * -a) tmp_1 = 0 if b <= -1.7e-57: tmp_2 = 0 if b >= 0.0: tmp_2 = t_0 else: tmp_2 = c / -b tmp_1 = tmp_2 elif b >= 0.0: tmp_1 = t_0 else: tmp_1 = math.sqrt((-c * a)) / -a return tmp_1
function code(a, b, c) t_0 = Float64(Float64(b + b) / Float64(2.0 * Float64(-a))) tmp_1 = 0.0 if (b <= -1.7e-57) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_0; else tmp_2 = Float64(c / Float64(-b)); end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = t_0; else tmp_1 = Float64(sqrt(Float64(Float64(-c) * a)) / Float64(-a)); end return tmp_1 end
function tmp_4 = code(a, b, c) t_0 = (b + b) / (2.0 * -a); tmp_2 = 0.0; if (b <= -1.7e-57) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = t_0; else tmp_3 = c / -b; end tmp_2 = tmp_3; elseif (b >= 0.0) tmp_2 = t_0; else tmp_2 = sqrt((-c * a)) / -a; end tmp_4 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(b + b), $MachinePrecision] / N[(2.0 * (-a)), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, -1.7e-57], If[GreaterEqual[b, 0.0], t$95$0, N[(c / (-b)), $MachinePrecision]], If[GreaterEqual[b, 0.0], t$95$0, N[(N[Sqrt[N[((-c) * a), $MachinePrecision]], $MachinePrecision] / (-a)), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{b + b}{2 \cdot \left(-a\right)}\\
\mathbf{if}\;b \leq -1.7 \cdot 10^{-57}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{-b}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{\left(-c\right) \cdot a}}{-a}\\
\end{array}
\end{array}
if b < -1.70000000000000008e-57Initial program 70.8%
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-*.f645.6
Applied rewrites5.6%
Taylor expanded in a around 0
Applied rewrites5.6%
Taylor expanded in b around inf
lower-*.f642.7
Applied rewrites2.7%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lift-/.f6489.0
Applied rewrites89.0%
if -1.70000000000000008e-57 < b Initial program 77.4%
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-*.f6471.7
Applied rewrites71.7%
Taylor expanded in a around 0
Applied rewrites61.4%
Taylor expanded in b around inf
lower-*.f6448.3
Applied rewrites48.3%
Taylor expanded in a around inf
sqrt-unprodN/A
*-commutativeN/A
mul-1-negN/A
lower-sqrt.f64N/A
lower-neg.f64N/A
*-commutativeN/A
lift-*.f6461.4
Applied rewrites61.4%
Final simplification71.4%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (+ b b) (* 2.0 (- a)))))
(if (<= b -3.15e-187)
(if (>= b 0.0) t_0 (/ c (- b)))
(if (>= b 0.0) t_0 (sqrt (/ (- c) a))))))
double code(double a, double b, double c) {
double t_0 = (b + b) / (2.0 * -a);
double tmp_1;
if (b <= -3.15e-187) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_0;
} else {
tmp_2 = c / -b;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = t_0;
} else {
tmp_1 = sqrt((-c / a));
}
return tmp_1;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(a, b, c)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
t_0 = (b + b) / (2.0d0 * -a)
if (b <= (-3.15d-187)) then
if (b >= 0.0d0) then
tmp_2 = t_0
else
tmp_2 = c / -b
end if
tmp_1 = tmp_2
else if (b >= 0.0d0) then
tmp_1 = t_0
else
tmp_1 = sqrt((-c / a))
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double t_0 = (b + b) / (2.0 * -a);
double tmp_1;
if (b <= -3.15e-187) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_0;
} else {
tmp_2 = c / -b;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = t_0;
} else {
tmp_1 = Math.sqrt((-c / a));
}
return tmp_1;
}
def code(a, b, c): t_0 = (b + b) / (2.0 * -a) tmp_1 = 0 if b <= -3.15e-187: tmp_2 = 0 if b >= 0.0: tmp_2 = t_0 else: tmp_2 = c / -b tmp_1 = tmp_2 elif b >= 0.0: tmp_1 = t_0 else: tmp_1 = math.sqrt((-c / a)) return tmp_1
function code(a, b, c) t_0 = Float64(Float64(b + b) / Float64(2.0 * Float64(-a))) tmp_1 = 0.0 if (b <= -3.15e-187) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_0; else tmp_2 = Float64(c / Float64(-b)); end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = t_0; else tmp_1 = sqrt(Float64(Float64(-c) / a)); end return tmp_1 end
function tmp_4 = code(a, b, c) t_0 = (b + b) / (2.0 * -a); tmp_2 = 0.0; if (b <= -3.15e-187) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = t_0; else tmp_3 = c / -b; end tmp_2 = tmp_3; elseif (b >= 0.0) tmp_2 = t_0; else tmp_2 = sqrt((-c / a)); end tmp_4 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(b + b), $MachinePrecision] / N[(2.0 * (-a)), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, -3.15e-187], If[GreaterEqual[b, 0.0], t$95$0, N[(c / (-b)), $MachinePrecision]], If[GreaterEqual[b, 0.0], t$95$0, N[Sqrt[N[((-c) / a), $MachinePrecision]], $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{b + b}{2 \cdot \left(-a\right)}\\
\mathbf{if}\;b \leq -3.15 \cdot 10^{-187}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{-b}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;\sqrt{\frac{-c}{a}}\\
\end{array}
\end{array}
if b < -3.14999999999999976e-187Initial program 73.2%
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-*.f6414.3
Applied rewrites14.3%
Taylor expanded in a around 0
Applied rewrites14.3%
Taylor expanded in b around inf
lower-*.f642.9
Applied rewrites2.9%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lift-/.f6479.4
Applied rewrites79.4%
if -3.14999999999999976e-187 < b Initial program 76.6%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
lower-fma.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f6476.3
Applied rewrites76.3%
Taylor expanded in a around 0
Applied rewrites64.1%
Taylor expanded in b around inf
lower-*.f6456.4
Applied rewrites56.4%
Taylor expanded in a around -inf
sqrt-prodN/A
lower-sqrt.f64N/A
*-commutativeN/A
mul-1-negN/A
lower-neg.f64N/A
lift-/.f6462.7
Applied rewrites62.7%
Final simplification70.4%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (/ (+ b b) (* 2.0 (- a))) (/ c (- b))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (b + b) / (2.0 * -a);
} else {
tmp = c / -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 = (b + b) / (2.0d0 * -a)
else
tmp = c / -b
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (b + b) / (2.0 * -a);
} else {
tmp = c / -b;
}
return tmp;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = (b + b) / (2.0 * -a) else: tmp = c / -b return tmp
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(b + b) / Float64(2.0 * Float64(-a))); else tmp = Float64(c / Float64(-b)); end return tmp end
function tmp_2 = code(a, b, c) tmp = 0.0; if (b >= 0.0) tmp = (b + b) / (2.0 * -a); else tmp = c / -b; end tmp_2 = tmp; end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[(N[(b + b), $MachinePrecision] / N[(2.0 * (-a)), $MachinePrecision]), $MachinePrecision], N[(c / (-b)), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{b + b}{2 \cdot \left(-a\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{-b}\\
\end{array}
\end{array}
Initial program 75.0%
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-*.f6447.7
Applied rewrites47.7%
Taylor expanded in a around 0
Applied rewrites41.1%
Taylor expanded in b around inf
lower-*.f6431.7
Applied rewrites31.7%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lift-/.f6467.7
Applied rewrites67.7%
Final simplification67.7%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (/ (- b) a) (/ (* 0.5 b) (- a))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = -b / a;
} else {
tmp = (0.5 * b) / -a;
}
return tmp;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(a, b, c)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: tmp
if (b >= 0.0d0) then
tmp = -b / a
else
tmp = (0.5d0 * b) / -a
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = -b / a;
} else {
tmp = (0.5 * b) / -a;
}
return tmp;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = -b / a else: tmp = (0.5 * b) / -a return tmp
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(-b) / a); else tmp = Float64(Float64(0.5 * b) / Float64(-a)); end return tmp end
function tmp_2 = code(a, b, c) tmp = 0.0; if (b >= 0.0) tmp = -b / a; else tmp = (0.5 * b) / -a; end tmp_2 = tmp; end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(N[(0.5 * b), $MachinePrecision] / (-a)), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{0.5 \cdot b}{-a}\\
\end{array}
\end{array}
Initial program 75.0%
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-*.f6447.7
Applied rewrites47.7%
Taylor expanded in a around 0
Applied rewrites41.1%
Taylor expanded in b around inf
lower-*.f6431.7
Applied rewrites31.7%
Taylor expanded in a around 0
associate-*r/N/A
lower-/.f64N/A
mul-1-negN/A
lift-neg.f6431.7
Applied rewrites31.7%
Final simplification31.7%
herbie shell --seed 2025082
(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)))))))