
(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 12 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (a b c) :precision binary64 (let* ((t_0 (sqrt (- (* b b) (* (* 4.0 a) c))))) (if (>= b 0.0) (/ (- (- 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 (/ (+ c c) (+ (- b) (- b)))))
(if (<= b -2.3e+117)
(if (>= b 0.0) (/ (- (- b) b) (* 2.0 a)) t_0)
(if (<= b 4.8e+114)
(if (>= b 0.0)
(-
(/ (- b) (* 2.0 a))
(/ (sqrt (fma (* -4.0 a) c (* b b))) (* 2.0 a)))
(/ (* 2.0 c) (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))))
(if (>= b 0.0) (fma -1.0 (/ b a) (/ c b)) t_0)))))
double code(double a, double b, double c) {
double t_0 = (c + c) / (-b + -b);
double tmp_1;
if (b <= -2.3e+117) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (-b - b) / (2.0 * a);
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b <= 4.8e+114) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-b / (2.0 * a)) - (sqrt(fma((-4.0 * a), c, (b * b))) / (2.0 * a));
} else {
tmp_3 = (2.0 * c) / (-b + sqrt(((b * b) - ((4.0 * a) * c))));
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = fma(-1.0, (b / a), (c / b));
} else {
tmp_1 = t_0;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(c + c) / Float64(Float64(-b) + Float64(-b))) tmp_1 = 0.0 if (b <= -2.3e+117) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(Float64(-b) - b) / Float64(2.0 * a)); else tmp_2 = t_0; end tmp_1 = tmp_2; elseif (b <= 4.8e+114) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(Float64(-b) / Float64(2.0 * a)) - Float64(sqrt(fma(Float64(-4.0 * a), c, Float64(b * b))) / Float64(2.0 * a))); else tmp_3 = Float64(Float64(2.0 * c) / Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c))))); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = fma(-1.0, Float64(b / a), Float64(c / b)); else tmp_1 = t_0; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(c + c), $MachinePrecision] / N[((-b) + (-b)), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, -2.3e+117], If[GreaterEqual[b, 0.0], N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], t$95$0], If[LessEqual[b, 4.8e+114], If[GreaterEqual[b, 0.0], N[(N[((-b) / N[(2.0 * a), $MachinePrecision]), $MachinePrecision] - N[(N[Sqrt[N[(N[(-4.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) + N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(-1.0 * N[(b / a), $MachinePrecision] + N[(c / b), $MachinePrecision]), $MachinePrecision], t$95$0]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{c + c}{\left(-b\right) + \left(-b\right)}\\
\mathbf{if}\;b \leq -2.3 \cdot 10^{+117}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \leq 4.8 \cdot 10^{+114}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{2 \cdot a} - \frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < -2.29999999999999988e117Initial program 49.5%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6496.5
Applied rewrites96.5%
Taylor expanded in a around 0
Applied rewrites96.5%
lift-*.f64N/A
count-2-revN/A
lower-+.f6496.5
Applied rewrites96.5%
if -2.29999999999999988e117 < b < 4.8e114Initial program 85.9%
lift-*.f64N/A
lift-/.f64N/A
lift-neg.f64N/A
lift--.f64N/A
lift-sqrt.f64N/A
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
div-subN/A
lower--.f64N/A
lower-/.f64N/A
lift-neg.f64N/A
lift-*.f64N/A
lower-/.f64N/A
Applied rewrites85.9%
if 4.8e114 < b Initial program 51.5%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6451.5
Applied rewrites51.5%
Taylor expanded in a around 0
Applied rewrites95.9%
lift-*.f64N/A
count-2-revN/A
lower-+.f6495.9
Applied rewrites95.9%
Taylor expanded in c around 0
lower-fma.f64N/A
lift-/.f64N/A
lower-/.f6496.3
Applied rewrites96.3%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (+ (- b) (- b))) (t_1 (/ (+ c c) t_0)))
(if (<= b -2.3e+117)
(if (>= b 0.0) (/ (- (- b) b) (* 2.0 a)) t_1)
(if (<= b 4e-295)
(if (>= b 0.0)
(* (sqrt (* (/ c a) -4.0)) -0.5)
(/ (* 2.0 c) (- (sqrt (fma (* -4.0 a) c (* b b))) b)))
(if (<= b 6.2e-5)
(if (>= b 0.0)
(/ (- (- b) (sqrt (* -4.0 (* a c)))) (* 2.0 a))
(/ (* 2.0 c) t_0))
(if (>= b 0.0) (fma -1.0 (/ b a) (/ c b)) t_1))))))
double code(double a, double b, double c) {
double t_0 = -b + -b;
double t_1 = (c + c) / t_0;
double tmp_1;
if (b <= -2.3e+117) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (-b - b) / (2.0 * a);
} else {
tmp_2 = t_1;
}
tmp_1 = tmp_2;
} else if (b <= 4e-295) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = sqrt(((c / a) * -4.0)) * -0.5;
} else {
tmp_3 = (2.0 * c) / (sqrt(fma((-4.0 * a), c, (b * b))) - b);
}
tmp_1 = tmp_3;
} else if (b <= 6.2e-5) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = (-b - sqrt((-4.0 * (a * c)))) / (2.0 * a);
} else {
tmp_4 = (2.0 * c) / t_0;
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = fma(-1.0, (b / a), (c / b));
} else {
tmp_1 = t_1;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(-b) + Float64(-b)) t_1 = Float64(Float64(c + c) / t_0) tmp_1 = 0.0 if (b <= -2.3e+117) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(Float64(-b) - b) / Float64(2.0 * a)); else tmp_2 = t_1; end tmp_1 = tmp_2; elseif (b <= 4e-295) 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) / Float64(sqrt(fma(Float64(-4.0 * a), c, Float64(b * b))) - b)); end tmp_1 = tmp_3; elseif (b <= 6.2e-5) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(Float64(Float64(-b) - sqrt(Float64(-4.0 * Float64(a * c)))) / Float64(2.0 * a)); else tmp_4 = Float64(Float64(2.0 * c) / t_0); end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = fma(-1.0, Float64(b / a), Float64(c / b)); else tmp_1 = t_1; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[((-b) + (-b)), $MachinePrecision]}, Block[{t$95$1 = N[(N[(c + c), $MachinePrecision] / t$95$0), $MachinePrecision]}, If[LessEqual[b, -2.3e+117], If[GreaterEqual[b, 0.0], N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], t$95$1], If[LessEqual[b, 4e-295], 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[(N[Sqrt[N[(N[(-4.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 6.2e-5], If[GreaterEqual[b, 0.0], N[(N[((-b) - N[Sqrt[N[(-4.0 * N[(a * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / t$95$0), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(-1.0 * N[(b / a), $MachinePrecision] + N[(c / b), $MachinePrecision]), $MachinePrecision], t$95$1]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(-b\right) + \left(-b\right)\\
t_1 := \frac{c + c}{t\_0}\\
\mathbf{if}\;b \leq -2.3 \cdot 10^{+117}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}\\
\mathbf{elif}\;b \leq 4 \cdot 10^{-295}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\sqrt{\frac{c}{a} \cdot -4} \cdot -0.5\\
\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 6.2 \cdot 10^{-5}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-b\right) - \sqrt{-4 \cdot \left(a \cdot c\right)}}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{t\_0}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}
\end{array}
if b < -2.29999999999999988e117Initial program 49.5%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6496.5
Applied rewrites96.5%
Taylor expanded in a around 0
Applied rewrites96.5%
lift-*.f64N/A
count-2-revN/A
lower-+.f6496.5
Applied rewrites96.5%
if -2.29999999999999988e117 < b < 4.00000000000000024e-295Initial program 85.6%
Taylor expanded in a around 0
Applied rewrites85.6%
Taylor expanded in a around inf
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6484.8
Applied rewrites84.8%
if 4.00000000000000024e-295 < b < 6.20000000000000027e-5Initial program 82.5%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6482.5
Applied rewrites82.5%
Taylor expanded in a around inf
lower-*.f64N/A
lower-*.f6459.9
Applied rewrites59.9%
if 6.20000000000000027e-5 < b Initial program 65.2%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6465.2
Applied rewrites65.2%
Taylor expanded in a around 0
Applied rewrites90.6%
lift-*.f64N/A
count-2-revN/A
lower-+.f6490.6
Applied rewrites90.6%
Taylor expanded in c around 0
lower-fma.f64N/A
lift-/.f64N/A
lower-/.f6491.0
Applied rewrites91.0%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (+ (- b) (- b))) (t_1 (/ (+ c c) t_0)))
(if (<= b -4e-117)
(if (>= b 0.0) (/ (- (- b) b) (* 2.0 a)) t_1)
(if (<= b 4e-295)
(if (>= b 0.0)
(fma (/ b a) -0.5 (- (sqrt (- (/ c a)))))
(* -1.0 (/ (fma 0.5 b (sqrt (* (* a c) -1.0))) a)))
(if (<= b 6.2e-5)
(if (>= b 0.0)
(/ (- (- b) (sqrt (* -4.0 (* a c)))) (* 2.0 a))
(/ (* 2.0 c) t_0))
(if (>= b 0.0) (fma -1.0 (/ b a) (/ c b)) t_1))))))
double code(double a, double b, double c) {
double t_0 = -b + -b;
double t_1 = (c + c) / t_0;
double tmp_1;
if (b <= -4e-117) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (-b - b) / (2.0 * a);
} else {
tmp_2 = t_1;
}
tmp_1 = tmp_2;
} else if (b <= 4e-295) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = fma((b / a), -0.5, -sqrt(-(c / a)));
} else {
tmp_3 = -1.0 * (fma(0.5, b, sqrt(((a * c) * -1.0))) / a);
}
tmp_1 = tmp_3;
} else if (b <= 6.2e-5) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = (-b - sqrt((-4.0 * (a * c)))) / (2.0 * a);
} else {
tmp_4 = (2.0 * c) / t_0;
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = fma(-1.0, (b / a), (c / b));
} else {
tmp_1 = t_1;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(-b) + Float64(-b)) t_1 = Float64(Float64(c + c) / t_0) tmp_1 = 0.0 if (b <= -4e-117) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(Float64(-b) - b) / Float64(2.0 * a)); else tmp_2 = t_1; end tmp_1 = tmp_2; elseif (b <= 4e-295) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = fma(Float64(b / a), -0.5, Float64(-sqrt(Float64(-Float64(c / a))))); else tmp_3 = Float64(-1.0 * Float64(fma(0.5, b, sqrt(Float64(Float64(a * c) * -1.0))) / a)); end tmp_1 = tmp_3; elseif (b <= 6.2e-5) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(Float64(Float64(-b) - sqrt(Float64(-4.0 * Float64(a * c)))) / Float64(2.0 * a)); else tmp_4 = Float64(Float64(2.0 * c) / t_0); end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = fma(-1.0, Float64(b / a), Float64(c / b)); else tmp_1 = t_1; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[((-b) + (-b)), $MachinePrecision]}, Block[{t$95$1 = N[(N[(c + c), $MachinePrecision] / t$95$0), $MachinePrecision]}, If[LessEqual[b, -4e-117], If[GreaterEqual[b, 0.0], N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], t$95$1], If[LessEqual[b, 4e-295], If[GreaterEqual[b, 0.0], N[(N[(b / a), $MachinePrecision] * -0.5 + (-N[Sqrt[(-N[(c / a), $MachinePrecision])], $MachinePrecision])), $MachinePrecision], N[(-1.0 * N[(N[(0.5 * b + N[Sqrt[N[(N[(a * c), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 6.2e-5], If[GreaterEqual[b, 0.0], N[(N[((-b) - N[Sqrt[N[(-4.0 * N[(a * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / t$95$0), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(-1.0 * N[(b / a), $MachinePrecision] + N[(c / b), $MachinePrecision]), $MachinePrecision], t$95$1]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(-b\right) + \left(-b\right)\\
t_1 := \frac{c + c}{t\_0}\\
\mathbf{if}\;b \leq -4 \cdot 10^{-117}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}\\
\mathbf{elif}\;b \leq 4 \cdot 10^{-295}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(\frac{b}{a}, -0.5, -\sqrt{-\frac{c}{a}}\right)\\
\mathbf{else}:\\
\;\;\;\;-1 \cdot \frac{\mathsf{fma}\left(0.5, b, \sqrt{\left(a \cdot c\right) \cdot -1}\right)}{a}\\
\end{array}\\
\mathbf{elif}\;b \leq 6.2 \cdot 10^{-5}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-b\right) - \sqrt{-4 \cdot \left(a \cdot c\right)}}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{t\_0}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}
\end{array}
if b < -4.00000000000000012e-117Initial program 69.5%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6482.0
Applied rewrites82.0%
Taylor expanded in a around 0
Applied rewrites82.0%
lift-*.f64N/A
count-2-revN/A
lower-+.f6482.0
Applied rewrites82.0%
if -4.00000000000000012e-117 < b < 4.00000000000000024e-295Initial program 77.7%
Taylor expanded in a around -inf
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-/.f6475.5
Applied rewrites75.5%
Taylor expanded in a around -inf
lower-*.f64N/A
lower-/.f64N/A
lower-fma.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6467.8
Applied rewrites67.8%
Taylor expanded in c around -inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-prodN/A
lower-sqrt.f64N/A
*-commutativeN/A
mul-1-negN/A
lower-neg.f64N/A
lift-/.f6468.0
Applied rewrites68.0%
if 4.00000000000000024e-295 < b < 6.20000000000000027e-5Initial program 82.5%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6482.5
Applied rewrites82.5%
Taylor expanded in a around inf
lower-*.f64N/A
lower-*.f6459.9
Applied rewrites59.9%
if 6.20000000000000027e-5 < b Initial program 65.2%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6465.2
Applied rewrites65.2%
Taylor expanded in a around 0
Applied rewrites90.6%
lift-*.f64N/A
count-2-revN/A
lower-+.f6490.6
Applied rewrites90.6%
Taylor expanded in c around 0
lower-fma.f64N/A
lift-/.f64N/A
lower-/.f6491.0
Applied rewrites91.0%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (+ (- b) (- b)))
(t_1 (/ (+ c c) t_0))
(t_2 (/ (- (- b) b) (* 2.0 a))))
(if (<= b -3.8e-88)
(if (>= b 0.0) t_2 t_1)
(if (<= b -5e-310)
(if (>= b 0.0) t_2 (/ (+ c c) (fma -1.0 b (sqrt (* (* a c) -4.0)))))
(if (<= b 6.2e-5)
(if (>= b 0.0)
(/ (- (- b) (sqrt (* -4.0 (* a c)))) (* 2.0 a))
(/ (* 2.0 c) t_0))
(if (>= b 0.0) (fma -1.0 (/ b a) (/ c b)) t_1))))))
double code(double a, double b, double c) {
double t_0 = -b + -b;
double t_1 = (c + c) / t_0;
double t_2 = (-b - b) / (2.0 * a);
double tmp_1;
if (b <= -3.8e-88) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_2;
} else {
tmp_2 = t_1;
}
tmp_1 = tmp_2;
} else if (b <= -5e-310) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_2;
} else {
tmp_3 = (c + c) / fma(-1.0, b, sqrt(((a * c) * -4.0)));
}
tmp_1 = tmp_3;
} else if (b <= 6.2e-5) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = (-b - sqrt((-4.0 * (a * c)))) / (2.0 * a);
} else {
tmp_4 = (2.0 * c) / t_0;
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = fma(-1.0, (b / a), (c / b));
} else {
tmp_1 = t_1;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(-b) + Float64(-b)) t_1 = Float64(Float64(c + c) / t_0) t_2 = Float64(Float64(Float64(-b) - b) / Float64(2.0 * a)) tmp_1 = 0.0 if (b <= -3.8e-88) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_2; else tmp_2 = t_1; end tmp_1 = tmp_2; elseif (b <= -5e-310) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = t_2; else tmp_3 = Float64(Float64(c + c) / fma(-1.0, b, sqrt(Float64(Float64(a * c) * -4.0)))); end tmp_1 = tmp_3; elseif (b <= 6.2e-5) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(Float64(Float64(-b) - sqrt(Float64(-4.0 * Float64(a * c)))) / Float64(2.0 * a)); else tmp_4 = Float64(Float64(2.0 * c) / t_0); end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = fma(-1.0, Float64(b / a), Float64(c / b)); else tmp_1 = t_1; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[((-b) + (-b)), $MachinePrecision]}, Block[{t$95$1 = N[(N[(c + c), $MachinePrecision] / t$95$0), $MachinePrecision]}, Block[{t$95$2 = N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, -3.8e-88], If[GreaterEqual[b, 0.0], t$95$2, t$95$1], If[LessEqual[b, -5e-310], If[GreaterEqual[b, 0.0], t$95$2, N[(N[(c + c), $MachinePrecision] / N[(-1.0 * b + N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 6.2e-5], If[GreaterEqual[b, 0.0], N[(N[((-b) - N[Sqrt[N[(-4.0 * N[(a * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / t$95$0), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(-1.0 * N[(b / a), $MachinePrecision] + N[(c / b), $MachinePrecision]), $MachinePrecision], t$95$1]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(-b\right) + \left(-b\right)\\
t_1 := \frac{c + c}{t\_0}\\
t_2 := \frac{\left(-b\right) - b}{2 \cdot a}\\
\mathbf{if}\;b \leq -3.8 \cdot 10^{-88}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_2\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}\\
\mathbf{elif}\;b \leq -5 \cdot 10^{-310}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_2\\
\mathbf{else}:\\
\;\;\;\;\frac{c + c}{\mathsf{fma}\left(-1, b, \sqrt{\left(a \cdot c\right) \cdot -4}\right)}\\
\end{array}\\
\mathbf{elif}\;b \leq 6.2 \cdot 10^{-5}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-b\right) - \sqrt{-4 \cdot \left(a \cdot c\right)}}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{t\_0}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}
\end{array}
if b < -3.80000000000000011e-88Initial program 68.4%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6484.4
Applied rewrites84.4%
Taylor expanded in a around 0
Applied rewrites84.4%
lift-*.f64N/A
count-2-revN/A
lower-+.f6484.4
Applied rewrites84.4%
if -3.80000000000000011e-88 < b < -4.999999999999985e-310Initial program 79.4%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6420.0
Applied rewrites20.0%
Taylor expanded in a around 0
Applied rewrites20.0%
lift-*.f64N/A
count-2-revN/A
lower-+.f6420.0
Applied rewrites20.0%
Taylor expanded in b around 0
lower-fma.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6469.2
Applied rewrites69.2%
if -4.999999999999985e-310 < b < 6.20000000000000027e-5Initial program 82.3%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6482.3
Applied rewrites82.3%
Taylor expanded in a around inf
lower-*.f64N/A
lower-*.f6460.5
Applied rewrites60.5%
if 6.20000000000000027e-5 < b Initial program 65.2%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6465.2
Applied rewrites65.2%
Taylor expanded in a around 0
Applied rewrites90.6%
lift-*.f64N/A
count-2-revN/A
lower-+.f6490.6
Applied rewrites90.6%
Taylor expanded in c around 0
lower-fma.f64N/A
lift-/.f64N/A
lower-/.f6491.0
Applied rewrites91.0%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (+ c c) (+ (- b) (- b))))
(t_1 (sqrt (fma (* -4.0 a) c (* b b)))))
(if (<= b -2.3e+117)
(if (>= b 0.0) (/ (- (- b) b) (* 2.0 a)) t_0)
(if (<= b 4.8e+114)
(if (>= b 0.0) (* (/ (+ t_1 b) a) -0.5) (/ (* 2.0 c) (- t_1 b)))
(if (>= b 0.0) (fma -1.0 (/ b a) (/ c b)) t_0)))))
double code(double a, double b, double c) {
double t_0 = (c + c) / (-b + -b);
double t_1 = sqrt(fma((-4.0 * a), c, (b * b)));
double tmp_1;
if (b <= -2.3e+117) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (-b - b) / (2.0 * a);
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b <= 4.8e+114) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = ((t_1 + b) / a) * -0.5;
} else {
tmp_3 = (2.0 * c) / (t_1 - b);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = fma(-1.0, (b / a), (c / b));
} else {
tmp_1 = t_0;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(c + c) / Float64(Float64(-b) + Float64(-b))) t_1 = sqrt(fma(Float64(-4.0 * a), c, Float64(b * b))) tmp_1 = 0.0 if (b <= -2.3e+117) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(Float64(-b) - b) / Float64(2.0 * a)); else tmp_2 = t_0; end tmp_1 = tmp_2; elseif (b <= 4.8e+114) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(Float64(t_1 + b) / a) * -0.5); else tmp_3 = Float64(Float64(2.0 * c) / Float64(t_1 - b)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = fma(-1.0, Float64(b / a), Float64(c / b)); else tmp_1 = t_0; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(c + c), $MachinePrecision] / N[((-b) + (-b)), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[Sqrt[N[(N[(-4.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -2.3e+117], If[GreaterEqual[b, 0.0], N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], t$95$0], If[LessEqual[b, 4.8e+114], If[GreaterEqual[b, 0.0], N[(N[(N[(t$95$1 + b), $MachinePrecision] / a), $MachinePrecision] * -0.5), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[(t$95$1 - b), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(-1.0 * N[(b / a), $MachinePrecision] + N[(c / b), $MachinePrecision]), $MachinePrecision], t$95$0]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{c + c}{\left(-b\right) + \left(-b\right)}\\
t_1 := \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\\
\mathbf{if}\;b \leq -2.3 \cdot 10^{+117}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \leq 4.8 \cdot 10^{+114}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{t\_1 + b}{a} \cdot -0.5\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{t\_1 - b}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < -2.29999999999999988e117Initial program 49.5%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6496.5
Applied rewrites96.5%
Taylor expanded in a around 0
Applied rewrites96.5%
lift-*.f64N/A
count-2-revN/A
lower-+.f6496.5
Applied rewrites96.5%
if -2.29999999999999988e117 < b < 4.8e114Initial program 85.9%
Taylor expanded in a around 0
Applied rewrites85.9%
if 4.8e114 < b Initial program 51.5%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6451.5
Applied rewrites51.5%
Taylor expanded in a around 0
Applied rewrites95.9%
lift-*.f64N/A
count-2-revN/A
lower-+.f6495.9
Applied rewrites95.9%
Taylor expanded in c around 0
lower-fma.f64N/A
lift-/.f64N/A
lower-/.f6496.3
Applied rewrites96.3%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (+ c c) (+ (- b) (- b)))) (t_1 (/ (- (- b) b) (* 2.0 a))))
(if (<= b -3.8e-88)
(if (>= b 0.0) t_1 t_0)
(if (<= b -5e-310)
(if (>= b 0.0) t_1 (/ (+ c c) (fma -1.0 b (sqrt (* (* a c) -4.0)))))
(if (<= b 3.6e-72)
(if (>= b 0.0) (* -0.5 (sqrt (* (/ c a) -4.0))) t_0)
(if (>= b 0.0) (fma -1.0 (/ b a) (/ c b)) t_0))))))
double code(double a, double b, double c) {
double t_0 = (c + c) / (-b + -b);
double t_1 = (-b - b) / (2.0 * a);
double tmp_1;
if (b <= -3.8e-88) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b <= -5e-310) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_1;
} else {
tmp_3 = (c + c) / fma(-1.0, b, sqrt(((a * c) * -4.0)));
}
tmp_1 = tmp_3;
} else if (b <= 3.6e-72) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = -0.5 * sqrt(((c / a) * -4.0));
} else {
tmp_4 = t_0;
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = fma(-1.0, (b / a), (c / b));
} else {
tmp_1 = t_0;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(c + c) / Float64(Float64(-b) + Float64(-b))) t_1 = Float64(Float64(Float64(-b) - b) / Float64(2.0 * a)) tmp_1 = 0.0 if (b <= -3.8e-88) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_1; else tmp_2 = t_0; end tmp_1 = tmp_2; elseif (b <= -5e-310) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = t_1; else tmp_3 = Float64(Float64(c + c) / fma(-1.0, b, sqrt(Float64(Float64(a * c) * -4.0)))); end tmp_1 = tmp_3; elseif (b <= 3.6e-72) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(-0.5 * sqrt(Float64(Float64(c / a) * -4.0))); else tmp_4 = t_0; end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = fma(-1.0, Float64(b / a), Float64(c / b)); else tmp_1 = t_0; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(c + c), $MachinePrecision] / N[((-b) + (-b)), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, -3.8e-88], If[GreaterEqual[b, 0.0], t$95$1, t$95$0], If[LessEqual[b, -5e-310], If[GreaterEqual[b, 0.0], t$95$1, N[(N[(c + c), $MachinePrecision] / N[(-1.0 * b + N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 3.6e-72], If[GreaterEqual[b, 0.0], N[(-0.5 * N[Sqrt[N[(N[(c / a), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision], t$95$0], If[GreaterEqual[b, 0.0], N[(-1.0 * N[(b / a), $MachinePrecision] + N[(c / b), $MachinePrecision]), $MachinePrecision], t$95$0]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{c + c}{\left(-b\right) + \left(-b\right)}\\
t_1 := \frac{\left(-b\right) - b}{2 \cdot a}\\
\mathbf{if}\;b \leq -3.8 \cdot 10^{-88}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \leq -5 \cdot 10^{-310}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;\frac{c + c}{\mathsf{fma}\left(-1, b, \sqrt{\left(a \cdot c\right) \cdot -4}\right)}\\
\end{array}\\
\mathbf{elif}\;b \leq 3.6 \cdot 10^{-72}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;-0.5 \cdot \sqrt{\frac{c}{a} \cdot -4}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < -3.80000000000000011e-88Initial program 68.4%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6484.4
Applied rewrites84.4%
Taylor expanded in a around 0
Applied rewrites84.4%
lift-*.f64N/A
count-2-revN/A
lower-+.f6484.4
Applied rewrites84.4%
if -3.80000000000000011e-88 < b < -4.999999999999985e-310Initial program 79.4%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6420.0
Applied rewrites20.0%
Taylor expanded in a around 0
Applied rewrites20.0%
lift-*.f64N/A
count-2-revN/A
lower-+.f6420.0
Applied rewrites20.0%
Taylor expanded in b around 0
lower-fma.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6469.2
Applied rewrites69.2%
if -4.999999999999985e-310 < b < 3.6e-72Initial program 78.1%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6478.1
Applied rewrites78.1%
Taylor expanded in a around 0
Applied rewrites20.6%
lift-*.f64N/A
count-2-revN/A
lower-+.f6420.6
Applied rewrites20.6%
Taylor expanded in a around inf
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6430.8
Applied rewrites30.8%
if 3.6e-72 < b Initial program 69.2%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6469.2
Applied rewrites69.2%
Taylor expanded in a around 0
Applied rewrites86.3%
lift-*.f64N/A
count-2-revN/A
lower-+.f6486.3
Applied rewrites86.3%
Taylor expanded in c around 0
lower-fma.f64N/A
lift-/.f64N/A
lower-/.f6486.7
Applied rewrites86.7%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (+ c c) (+ (- b) (- b)))) (t_1 (/ (- (- b) b) (* 2.0 a))))
(if (<= b -4e-117)
(if (>= b 0.0) t_1 t_0)
(if (<= b -5e-310)
(if (>= b 0.0) t_1 (/ (+ c c) (sqrt (* (* a c) -4.0))))
(if (<= b 3.6e-72)
(if (>= b 0.0) (* -0.5 (sqrt (* (/ c a) -4.0))) t_0)
(if (>= b 0.0) (fma -1.0 (/ b a) (/ c b)) t_0))))))
double code(double a, double b, double c) {
double t_0 = (c + c) / (-b + -b);
double t_1 = (-b - b) / (2.0 * a);
double tmp_1;
if (b <= -4e-117) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b <= -5e-310) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_1;
} else {
tmp_3 = (c + c) / sqrt(((a * c) * -4.0));
}
tmp_1 = tmp_3;
} else if (b <= 3.6e-72) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = -0.5 * sqrt(((c / a) * -4.0));
} else {
tmp_4 = t_0;
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = fma(-1.0, (b / a), (c / b));
} else {
tmp_1 = t_0;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(c + c) / Float64(Float64(-b) + Float64(-b))) t_1 = Float64(Float64(Float64(-b) - b) / Float64(2.0 * a)) tmp_1 = 0.0 if (b <= -4e-117) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_1; else tmp_2 = t_0; end tmp_1 = tmp_2; elseif (b <= -5e-310) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = t_1; else tmp_3 = Float64(Float64(c + c) / sqrt(Float64(Float64(a * c) * -4.0))); end tmp_1 = tmp_3; elseif (b <= 3.6e-72) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(-0.5 * sqrt(Float64(Float64(c / a) * -4.0))); else tmp_4 = t_0; end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = fma(-1.0, Float64(b / a), Float64(c / b)); else tmp_1 = t_0; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(c + c), $MachinePrecision] / N[((-b) + (-b)), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, -4e-117], If[GreaterEqual[b, 0.0], t$95$1, t$95$0], If[LessEqual[b, -5e-310], If[GreaterEqual[b, 0.0], t$95$1, N[(N[(c + c), $MachinePrecision] / N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 3.6e-72], If[GreaterEqual[b, 0.0], N[(-0.5 * N[Sqrt[N[(N[(c / a), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision], t$95$0], If[GreaterEqual[b, 0.0], N[(-1.0 * N[(b / a), $MachinePrecision] + N[(c / b), $MachinePrecision]), $MachinePrecision], t$95$0]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{c + c}{\left(-b\right) + \left(-b\right)}\\
t_1 := \frac{\left(-b\right) - b}{2 \cdot a}\\
\mathbf{if}\;b \leq -4 \cdot 10^{-117}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \leq -5 \cdot 10^{-310}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;\frac{c + c}{\sqrt{\left(a \cdot c\right) \cdot -4}}\\
\end{array}\\
\mathbf{elif}\;b \leq 3.6 \cdot 10^{-72}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;-0.5 \cdot \sqrt{\frac{c}{a} \cdot -4}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < -4.00000000000000012e-117Initial program 69.5%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6482.0
Applied rewrites82.0%
Taylor expanded in a around 0
Applied rewrites82.0%
lift-*.f64N/A
count-2-revN/A
lower-+.f6482.0
Applied rewrites82.0%
if -4.00000000000000012e-117 < b < -4.999999999999985e-310Initial program 77.7%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6416.4
Applied rewrites16.4%
Taylor expanded in a around 0
Applied rewrites16.4%
lift-*.f64N/A
count-2-revN/A
lower-+.f6416.4
Applied rewrites16.4%
Taylor expanded in a around inf
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6469.4
Applied rewrites69.4%
if -4.999999999999985e-310 < b < 3.6e-72Initial program 78.1%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6478.1
Applied rewrites78.1%
Taylor expanded in a around 0
Applied rewrites20.6%
lift-*.f64N/A
count-2-revN/A
lower-+.f6420.6
Applied rewrites20.6%
Taylor expanded in a around inf
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6430.8
Applied rewrites30.8%
if 3.6e-72 < b Initial program 69.2%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6469.2
Applied rewrites69.2%
Taylor expanded in a around 0
Applied rewrites86.3%
lift-*.f64N/A
count-2-revN/A
lower-+.f6486.3
Applied rewrites86.3%
Taylor expanded in c around 0
lower-fma.f64N/A
lift-/.f64N/A
lower-/.f6486.7
Applied rewrites86.7%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (+ c c) (+ (- b) (- b)))))
(if (<= b 3.6e-72)
(if (>= b 0.0) (* -0.5 (sqrt (* (/ c a) -4.0))) t_0)
(if (>= b 0.0) (fma -1.0 (/ b a) (/ c b)) t_0))))
double code(double a, double b, double c) {
double t_0 = (c + c) / (-b + -b);
double tmp_1;
if (b <= 3.6e-72) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -0.5 * sqrt(((c / a) * -4.0));
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = fma(-1.0, (b / a), (c / b));
} else {
tmp_1 = t_0;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(c + c) / Float64(Float64(-b) + Float64(-b))) tmp_1 = 0.0 if (b <= 3.6e-72) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(-0.5 * sqrt(Float64(Float64(c / a) * -4.0))); else tmp_2 = t_0; end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = fma(-1.0, Float64(b / a), Float64(c / b)); else tmp_1 = t_0; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(c + c), $MachinePrecision] / N[((-b) + (-b)), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, 3.6e-72], If[GreaterEqual[b, 0.0], N[(-0.5 * N[Sqrt[N[(N[(c / a), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision], t$95$0], If[GreaterEqual[b, 0.0], N[(-1.0 * N[(b / a), $MachinePrecision] + N[(c / b), $MachinePrecision]), $MachinePrecision], t$95$0]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{c + c}{\left(-b\right) + \left(-b\right)}\\
\mathbf{if}\;b \leq 3.6 \cdot 10^{-72}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;-0.5 \cdot \sqrt{\frac{c}{a} \cdot -4}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < 3.6e-72Initial program 72.9%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6469.4
Applied rewrites69.4%
Taylor expanded in a around 0
Applied rewrites56.9%
lift-*.f64N/A
count-2-revN/A
lower-+.f6456.9
Applied rewrites56.9%
Taylor expanded in a around inf
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6459.1
Applied rewrites59.1%
if 3.6e-72 < b Initial program 69.2%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6469.2
Applied rewrites69.2%
Taylor expanded in a around 0
Applied rewrites86.3%
lift-*.f64N/A
count-2-revN/A
lower-+.f6486.3
Applied rewrites86.3%
Taylor expanded in c around 0
lower-fma.f64N/A
lift-/.f64N/A
lower-/.f6486.7
Applied rewrites86.7%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (+ c c) (+ (- b) (- b)))))
(if (<= b 1.4e-131)
(if (>= b 0.0) (sqrt (* (/ c a) -1.0)) t_0)
(if (>= b 0.0) (fma -1.0 (/ b a) (/ c b)) t_0))))
double code(double a, double b, double c) {
double t_0 = (c + c) / (-b + -b);
double tmp_1;
if (b <= 1.4e-131) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = sqrt(((c / a) * -1.0));
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = fma(-1.0, (b / a), (c / b));
} else {
tmp_1 = t_0;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(c + c) / Float64(Float64(-b) + Float64(-b))) tmp_1 = 0.0 if (b <= 1.4e-131) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = sqrt(Float64(Float64(c / a) * -1.0)); else tmp_2 = t_0; end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = fma(-1.0, Float64(b / a), Float64(c / b)); else tmp_1 = t_0; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(c + c), $MachinePrecision] / N[((-b) + (-b)), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, 1.4e-131], If[GreaterEqual[b, 0.0], N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision], t$95$0], If[GreaterEqual[b, 0.0], N[(-1.0 * N[(b / a), $MachinePrecision] + N[(c / b), $MachinePrecision]), $MachinePrecision], t$95$0]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{c + c}{\left(-b\right) + \left(-b\right)}\\
\mathbf{if}\;b \leq 1.4 \cdot 10^{-131}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\sqrt{\frac{c}{a} \cdot -1}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < 1.4e-131Initial program 72.2%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6468.5
Applied rewrites68.5%
Taylor expanded in a around 0
Applied rewrites58.3%
lift-*.f64N/A
count-2-revN/A
lower-+.f6458.3
Applied rewrites58.3%
Taylor expanded in a around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6461.5
Applied rewrites61.5%
if 1.4e-131 < b Initial program 70.6%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6470.6
Applied rewrites70.6%
Taylor expanded in a around 0
Applied rewrites81.3%
lift-*.f64N/A
count-2-revN/A
lower-+.f6481.3
Applied rewrites81.3%
Taylor expanded in c around 0
lower-fma.f64N/A
lift-/.f64N/A
lower-/.f6481.8
Applied rewrites81.8%
(FPCore (a b c) :precision binary64 (if (<= b 1.4e-131) (if (>= b 0.0) (sqrt (* (/ c a) -1.0)) (/ (+ c c) (+ (- b) (- b)))) (if (>= b 0.0) (/ (- (- b) b) (* 2.0 a)) (* -1.0 (/ b a)))))
double code(double a, double b, double c) {
double tmp_1;
if (b <= 1.4e-131) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = sqrt(((c / a) * -1.0));
} else {
tmp_2 = (c + c) / (-b + -b);
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (-b - b) / (2.0 * a);
} else {
tmp_1 = -1.0 * (b / a);
}
return tmp_1;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(a, b, c)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
if (b <= 1.4d-131) then
if (b >= 0.0d0) then
tmp_2 = sqrt(((c / a) * (-1.0d0)))
else
tmp_2 = (c + c) / (-b + -b)
end if
tmp_1 = tmp_2
else if (b >= 0.0d0) then
tmp_1 = (-b - b) / (2.0d0 * a)
else
tmp_1 = (-1.0d0) * (b / a)
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double tmp_1;
if (b <= 1.4e-131) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = Math.sqrt(((c / a) * -1.0));
} else {
tmp_2 = (c + c) / (-b + -b);
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (-b - b) / (2.0 * a);
} else {
tmp_1 = -1.0 * (b / a);
}
return tmp_1;
}
def code(a, b, c): tmp_1 = 0 if b <= 1.4e-131: tmp_2 = 0 if b >= 0.0: tmp_2 = math.sqrt(((c / a) * -1.0)) else: tmp_2 = (c + c) / (-b + -b) tmp_1 = tmp_2 elif b >= 0.0: tmp_1 = (-b - b) / (2.0 * a) else: tmp_1 = -1.0 * (b / a) return tmp_1
function code(a, b, c) tmp_1 = 0.0 if (b <= 1.4e-131) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = sqrt(Float64(Float64(c / a) * -1.0)); else tmp_2 = Float64(Float64(c + c) / Float64(Float64(-b) + Float64(-b))); end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = Float64(Float64(Float64(-b) - b) / Float64(2.0 * a)); else tmp_1 = Float64(-1.0 * Float64(b / a)); end return tmp_1 end
function tmp_4 = code(a, b, c) tmp_2 = 0.0; if (b <= 1.4e-131) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = sqrt(((c / a) * -1.0)); else tmp_3 = (c + c) / (-b + -b); end tmp_2 = tmp_3; elseif (b >= 0.0) tmp_2 = (-b - b) / (2.0 * a); else tmp_2 = -1.0 * (b / a); end tmp_4 = tmp_2; end
code[a_, b_, c_] := If[LessEqual[b, 1.4e-131], If[GreaterEqual[b, 0.0], N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision], N[(N[(c + c), $MachinePrecision] / N[((-b) + (-b)), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(-1.0 * N[(b / a), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq 1.4 \cdot 10^{-131}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\sqrt{\frac{c}{a} \cdot -1}\\
\mathbf{else}:\\
\;\;\;\;\frac{c + c}{\left(-b\right) + \left(-b\right)}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;-1 \cdot \frac{b}{a}\\
\end{array}
\end{array}
if b < 1.4e-131Initial program 72.2%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6468.5
Applied rewrites68.5%
Taylor expanded in a around 0
Applied rewrites58.3%
lift-*.f64N/A
count-2-revN/A
lower-+.f6458.3
Applied rewrites58.3%
Taylor expanded in a around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6461.5
Applied rewrites61.5%
if 1.4e-131 < b Initial program 70.6%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6470.6
Applied rewrites70.6%
Taylor expanded in a around 0
Applied rewrites81.3%
lift-*.f64N/A
count-2-revN/A
lower-+.f6481.3
Applied rewrites81.3%
Taylor expanded in a around 0
lower-*.f64N/A
lift-/.f6481.3
Applied rewrites81.3%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (/ (- (- b) b) (* 2.0 a)) (/ (+ c c) (+ (- b) (- b)))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (-b - 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 = (-b - 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 = (-b - b) / (2.0 * a);
} else {
tmp = (c + c) / (-b + -b);
}
return tmp;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = (-b - 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(Float64(-b) - 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 = (-b - 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[((-b) - 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{\left(-b\right) - b}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c + c}{\left(-b\right) + \left(-b\right)}\\
\end{array}
\end{array}
Initial program 71.5%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6469.3
Applied rewrites69.3%
Taylor expanded in a around 0
Applied rewrites67.6%
lift-*.f64N/A
count-2-revN/A
lower-+.f6467.6
Applied rewrites67.6%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (/ (- (- b) b) (* 2.0 a)) (* -1.0 (/ b a))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (-b - b) / (2.0 * a);
} else {
tmp = -1.0 * (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 - b) / (2.0d0 * a)
else
tmp = (-1.0d0) * (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 - b) / (2.0 * a);
} else {
tmp = -1.0 * (b / a);
}
return tmp;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = (-b - b) / (2.0 * a) else: tmp = -1.0 * (b / a) return tmp
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(Float64(-b) - b) / Float64(2.0 * a)); else tmp = Float64(-1.0 * Float64(b / a)); 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 = -1.0 * (b / a); 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[(-1.0 * N[(b / a), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;-1 \cdot \frac{b}{a}\\
\end{array}
\end{array}
Initial program 71.5%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6469.3
Applied rewrites69.3%
Taylor expanded in a around 0
Applied rewrites67.6%
lift-*.f64N/A
count-2-revN/A
lower-+.f6467.6
Applied rewrites67.6%
Taylor expanded in a around 0
lower-*.f64N/A
lift-/.f6435.6
Applied rewrites35.6%
herbie shell --seed 2025095
(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)))))))