
(FPCore (a b c) :precision binary64 (let* ((t_0 (sqrt (- (* b b) (* (* 4.0 a) c))))) (if (>= b 0.0) (/ (* 2.0 c) (- (- b) t_0)) (/ (+ (- b) t_0) (* 2.0 a)))))
double code(double a, double b, double c) {
double t_0 = sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (2.0 * c) / (-b - t_0);
} else {
tmp = (-b + t_0) / (2.0 * a);
}
return tmp;
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: tmp
t_0 = sqrt(((b * b) - ((4.0d0 * a) * c)))
if (b >= 0.0d0) then
tmp = (2.0d0 * c) / (-b - t_0)
else
tmp = (-b + t_0) / (2.0d0 * a)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double t_0 = Math.sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (2.0 * c) / (-b - t_0);
} else {
tmp = (-b + t_0) / (2.0 * a);
}
return tmp;
}
def code(a, b, c): t_0 = math.sqrt(((b * b) - ((4.0 * a) * c))) tmp = 0 if b >= 0.0: tmp = (2.0 * c) / (-b - t_0) else: tmp = (-b + t_0) / (2.0 * a) return tmp
function code(a, b, c) t_0 = sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c))) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(2.0 * c) / Float64(Float64(-b) - t_0)); else tmp = Float64(Float64(Float64(-b) + t_0) / Float64(2.0 * a)); end return tmp end
function tmp_2 = code(a, b, c) t_0 = sqrt(((b * b) - ((4.0 * a) * c))); tmp = 0.0; if (b >= 0.0) tmp = (2.0 * c) / (-b - t_0); else tmp = (-b + t_0) / (2.0 * a); end tmp_2 = tmp; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) - t$95$0), $MachinePrecision]), $MachinePrecision], N[(N[((-b) + t$95$0), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\\
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) - t\_0}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) + t\_0}{2 \cdot a}\\
\end{array}
\end{array}
Sampling outcomes in binary64 precision:
Herbie found 11 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (a b c) :precision binary64 (let* ((t_0 (sqrt (- (* b b) (* (* 4.0 a) c))))) (if (>= b 0.0) (/ (* 2.0 c) (- (- b) t_0)) (/ (+ (- b) t_0) (* 2.0 a)))))
double code(double a, double b, double c) {
double t_0 = sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (2.0 * c) / (-b - t_0);
} else {
tmp = (-b + t_0) / (2.0 * a);
}
return tmp;
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: tmp
t_0 = sqrt(((b * b) - ((4.0d0 * a) * c)))
if (b >= 0.0d0) then
tmp = (2.0d0 * c) / (-b - t_0)
else
tmp = (-b + t_0) / (2.0d0 * a)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double t_0 = Math.sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (2.0 * c) / (-b - t_0);
} else {
tmp = (-b + t_0) / (2.0 * a);
}
return tmp;
}
def code(a, b, c): t_0 = math.sqrt(((b * b) - ((4.0 * a) * c))) tmp = 0 if b >= 0.0: tmp = (2.0 * c) / (-b - t_0) else: tmp = (-b + t_0) / (2.0 * a) return tmp
function code(a, b, c) t_0 = sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c))) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(2.0 * c) / Float64(Float64(-b) - t_0)); else tmp = Float64(Float64(Float64(-b) + t_0) / Float64(2.0 * a)); end return tmp end
function tmp_2 = code(a, b, c) t_0 = sqrt(((b * b) - ((4.0 * a) * c))); tmp = 0.0; if (b >= 0.0) tmp = (2.0 * c) / (-b - t_0); else tmp = (-b + t_0) / (2.0 * a); end tmp_2 = tmp; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) - t$95$0), $MachinePrecision]), $MachinePrecision], N[(N[((-b) + t$95$0), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\\
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) - t\_0}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) + t\_0}{2 \cdot a}\\
\end{array}
\end{array}
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (- (* b b) (* (* a 4.0) c)))))
(if (<= b -1e+156)
(if (>= b 0.0) (/ (- b) a) (- (/ c b) (/ b a)))
(if (<= b 1.25e+42)
(if (>= b 0.0) (/ (* (- c) 2.0) (+ t_0 b)) (/ (- t_0 b) (* a 2.0)))
(if (>= b 0.0)
(/ (* c 2.0) (* -2.0 b))
(/ (- (sqrt (* b b)) b) (* a 2.0)))))))
double code(double a, double b, double c) {
double t_0 = sqrt(((b * b) - ((a * 4.0) * c)));
double tmp_1;
if (b <= -1e+156) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = (c / b) - (b / a);
}
tmp_1 = tmp_2;
} else if (b <= 1.25e+42) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-c * 2.0) / (t_0 + b);
} else {
tmp_3 = (t_0 - b) / (a * 2.0);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (c * 2.0) / (-2.0 * b);
} else {
tmp_1 = (sqrt((b * b)) - b) / (a * 2.0);
}
return tmp_1;
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
real(8) :: tmp_3
t_0 = sqrt(((b * b) - ((a * 4.0d0) * c)))
if (b <= (-1d+156)) then
if (b >= 0.0d0) then
tmp_2 = -b / a
else
tmp_2 = (c / b) - (b / a)
end if
tmp_1 = tmp_2
else if (b <= 1.25d+42) then
if (b >= 0.0d0) then
tmp_3 = (-c * 2.0d0) / (t_0 + b)
else
tmp_3 = (t_0 - b) / (a * 2.0d0)
end if
tmp_1 = tmp_3
else if (b >= 0.0d0) then
tmp_1 = (c * 2.0d0) / ((-2.0d0) * b)
else
tmp_1 = (sqrt((b * b)) - b) / (a * 2.0d0)
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double t_0 = Math.sqrt(((b * b) - ((a * 4.0) * c)));
double tmp_1;
if (b <= -1e+156) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = (c / b) - (b / a);
}
tmp_1 = tmp_2;
} else if (b <= 1.25e+42) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-c * 2.0) / (t_0 + b);
} else {
tmp_3 = (t_0 - b) / (a * 2.0);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (c * 2.0) / (-2.0 * b);
} else {
tmp_1 = (Math.sqrt((b * b)) - b) / (a * 2.0);
}
return tmp_1;
}
def code(a, b, c): t_0 = math.sqrt(((b * b) - ((a * 4.0) * c))) tmp_1 = 0 if b <= -1e+156: tmp_2 = 0 if b >= 0.0: tmp_2 = -b / a else: tmp_2 = (c / b) - (b / a) tmp_1 = tmp_2 elif b <= 1.25e+42: tmp_3 = 0 if b >= 0.0: tmp_3 = (-c * 2.0) / (t_0 + b) else: tmp_3 = (t_0 - b) / (a * 2.0) tmp_1 = tmp_3 elif b >= 0.0: tmp_1 = (c * 2.0) / (-2.0 * b) else: tmp_1 = (math.sqrt((b * b)) - b) / (a * 2.0) return tmp_1
function code(a, b, c) t_0 = sqrt(Float64(Float64(b * b) - Float64(Float64(a * 4.0) * c))) tmp_1 = 0.0 if (b <= -1e+156) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = Float64(Float64(c / b) - Float64(b / a)); end tmp_1 = tmp_2; elseif (b <= 1.25e+42) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(Float64(-c) * 2.0) / Float64(t_0 + b)); else tmp_3 = Float64(Float64(t_0 - b) / Float64(a * 2.0)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(c * 2.0) / Float64(-2.0 * b)); else tmp_1 = Float64(Float64(sqrt(Float64(b * b)) - b) / Float64(a * 2.0)); end return tmp_1 end
function tmp_5 = code(a, b, c) t_0 = sqrt(((b * b) - ((a * 4.0) * c))); tmp_2 = 0.0; if (b <= -1e+156) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = -b / a; else tmp_3 = (c / b) - (b / a); end tmp_2 = tmp_3; elseif (b <= 1.25e+42) tmp_4 = 0.0; if (b >= 0.0) tmp_4 = (-c * 2.0) / (t_0 + b); else tmp_4 = (t_0 - b) / (a * 2.0); end tmp_2 = tmp_4; elseif (b >= 0.0) tmp_2 = (c * 2.0) / (-2.0 * b); else tmp_2 = (sqrt((b * b)) - b) / (a * 2.0); end tmp_5 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(a * 4.0), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -1e+156], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(N[(c / b), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 1.25e+42], If[GreaterEqual[b, 0.0], N[(N[((-c) * 2.0), $MachinePrecision] / N[(t$95$0 + b), $MachinePrecision]), $MachinePrecision], N[(N[(t$95$0 - b), $MachinePrecision] / N[(a * 2.0), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(c * 2.0), $MachinePrecision] / N[(-2.0 * b), $MachinePrecision]), $MachinePrecision], N[(N[(N[Sqrt[N[(b * b), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(a * 2.0), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{b \cdot b - \left(a \cdot 4\right) \cdot c}\\
\mathbf{if}\;b \leq -1 \cdot 10^{+156}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{b} - \frac{b}{a}\\
\end{array}\\
\mathbf{elif}\;b \leq 1.25 \cdot 10^{+42}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-c\right) \cdot 2}{t\_0 + b}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0 - b}{a \cdot 2}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c \cdot 2}{-2 \cdot b}\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{b \cdot b} - b}{a \cdot 2}\\
\end{array}
\end{array}
if b < -9.9999999999999998e155Initial program 27.5%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6498.4
Applied rewrites98.4%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f6498.4
Applied rewrites98.4%
Taylor expanded in b around -inf
associate-*r*N/A
mul-1-negN/A
lower-*.f64N/A
lower-neg.f64N/A
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f6498.0
Applied rewrites98.0%
Taylor expanded in c around 0
Applied rewrites98.7%
if -9.9999999999999998e155 < b < 1.25000000000000002e42Initial program 89.9%
if 1.25000000000000002e42 < b Initial program 61.3%
Taylor expanded in c around 0
distribute-lft-out--N/A
lower-*.f64N/A
sub-negN/A
associate-/l*N/A
lower-fma.f64N/A
lower-/.f64N/A
lower-neg.f6494.7
Applied rewrites94.7%
Taylor expanded in c around 0
unpow2N/A
lower-*.f6494.7
Applied rewrites94.7%
Taylor expanded in c around 0
lower-*.f6494.8
Applied rewrites94.8%
Final simplification92.7%
(FPCore (a b c)
:precision binary64
(if (<= b -1.85e+140)
(if (>= b 0.0) (/ (- b) a) (- (/ c b) (/ b a)))
(if (<= b 1.25e+42)
(if (>= b 0.0)
(/ (* (- c) 2.0) (+ (sqrt (- (* b b) (* (* a 4.0) c))) b))
(* (- b (sqrt (fma (* -4.0 c) a (* b b)))) (/ -0.5 a)))
(if (>= b 0.0)
(/ (* c 2.0) (* -2.0 b))
(/ (- (sqrt (* b b)) b) (* a 2.0))))))
double code(double a, double b, double c) {
double tmp_1;
if (b <= -1.85e+140) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = (c / b) - (b / a);
}
tmp_1 = tmp_2;
} else if (b <= 1.25e+42) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-c * 2.0) / (sqrt(((b * b) - ((a * 4.0) * c))) + b);
} else {
tmp_3 = (b - sqrt(fma((-4.0 * c), a, (b * b)))) * (-0.5 / a);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (c * 2.0) / (-2.0 * b);
} else {
tmp_1 = (sqrt((b * b)) - b) / (a * 2.0);
}
return tmp_1;
}
function code(a, b, c) tmp_1 = 0.0 if (b <= -1.85e+140) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = Float64(Float64(c / b) - Float64(b / a)); end tmp_1 = tmp_2; elseif (b <= 1.25e+42) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(Float64(-c) * 2.0) / Float64(sqrt(Float64(Float64(b * b) - Float64(Float64(a * 4.0) * c))) + b)); else tmp_3 = Float64(Float64(b - sqrt(fma(Float64(-4.0 * c), a, Float64(b * b)))) * Float64(-0.5 / a)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(c * 2.0) / Float64(-2.0 * b)); else tmp_1 = Float64(Float64(sqrt(Float64(b * b)) - b) / Float64(a * 2.0)); end return tmp_1 end
code[a_, b_, c_] := If[LessEqual[b, -1.85e+140], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(N[(c / b), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 1.25e+42], If[GreaterEqual[b, 0.0], N[(N[((-c) * 2.0), $MachinePrecision] / N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(a * 4.0), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision], N[(N[(b - N[Sqrt[N[(N[(-4.0 * c), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] * N[(-0.5 / a), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(c * 2.0), $MachinePrecision] / N[(-2.0 * b), $MachinePrecision]), $MachinePrecision], N[(N[(N[Sqrt[N[(b * b), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(a * 2.0), $MachinePrecision]), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq -1.85 \cdot 10^{+140}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{b} - \frac{b}{a}\\
\end{array}\\
\mathbf{elif}\;b \leq 1.25 \cdot 10^{+42}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-c\right) \cdot 2}{\sqrt{b \cdot b - \left(a \cdot 4\right) \cdot c} + b}\\
\mathbf{else}:\\
\;\;\;\;\left(b - \sqrt{\mathsf{fma}\left(-4 \cdot c, a, b \cdot b\right)}\right) \cdot \frac{-0.5}{a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c \cdot 2}{-2 \cdot b}\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{b \cdot b} - b}{a \cdot 2}\\
\end{array}
\end{array}
if b < -1.85000000000000001e140Initial program 37.9%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6498.6
Applied rewrites98.6%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f6498.6
Applied rewrites98.6%
Taylor expanded in b around -inf
associate-*r*N/A
mul-1-negN/A
lower-*.f64N/A
lower-neg.f64N/A
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f6498.2
Applied rewrites98.2%
Taylor expanded in c around 0
Applied rewrites98.9%
if -1.85000000000000001e140 < b < 1.25000000000000002e42Initial program 89.4%
lift-/.f64N/A
frac-2negN/A
distribute-frac-negN/A
neg-sub0N/A
lower--.f64N/A
div-invN/A
lower-*.f64N/A
Applied rewrites89.2%
if 1.25000000000000002e42 < b Initial program 61.3%
Taylor expanded in c around 0
distribute-lft-out--N/A
lower-*.f64N/A
sub-negN/A
associate-/l*N/A
lower-fma.f64N/A
lower-/.f64N/A
lower-neg.f6494.7
Applied rewrites94.7%
Taylor expanded in c around 0
unpow2N/A
lower-*.f6494.7
Applied rewrites94.7%
Taylor expanded in c around 0
lower-*.f6494.8
Applied rewrites94.8%
Final simplification92.6%
(FPCore (a b c)
:precision binary64
(if (<= b -1e+156)
(if (>= b 0.0) (/ (- b) a) (- (/ c b) (/ b a)))
(if (<= b -5e-310)
(if (>= b 0.0)
(* (/ 1.0 a) b)
(/ (- (sqrt (fma (* -4.0 c) a (* b b))) b) (* a 2.0)))
(if (<= b 3e-93)
(if (>= b 0.0)
(/ (* (- c) 2.0) (+ (sqrt (* (* a c) -4.0)) b))
(/ (- (- b) b) (* a 2.0)))
(if (>= b 0.0)
(/ (* c 2.0) (* (fma a (/ c b) (- b)) 2.0))
(/ (- (sqrt (* b b)) b) (* a 2.0)))))))
double code(double a, double b, double c) {
double tmp_1;
if (b <= -1e+156) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = (c / b) - (b / a);
}
tmp_1 = tmp_2;
} else if (b <= -5e-310) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (1.0 / a) * b;
} else {
tmp_3 = (sqrt(fma((-4.0 * c), a, (b * b))) - b) / (a * 2.0);
}
tmp_1 = tmp_3;
} else if (b <= 3e-93) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = (-c * 2.0) / (sqrt(((a * c) * -4.0)) + b);
} else {
tmp_4 = (-b - b) / (a * 2.0);
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = (c * 2.0) / (fma(a, (c / b), -b) * 2.0);
} else {
tmp_1 = (sqrt((b * b)) - b) / (a * 2.0);
}
return tmp_1;
}
function code(a, b, c) tmp_1 = 0.0 if (b <= -1e+156) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = Float64(Float64(c / b) - Float64(b / a)); end tmp_1 = tmp_2; elseif (b <= -5e-310) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(1.0 / a) * b); else tmp_3 = Float64(Float64(sqrt(fma(Float64(-4.0 * c), a, Float64(b * b))) - b) / Float64(a * 2.0)); end tmp_1 = tmp_3; elseif (b <= 3e-93) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(Float64(Float64(-c) * 2.0) / Float64(sqrt(Float64(Float64(a * c) * -4.0)) + b)); else tmp_4 = Float64(Float64(Float64(-b) - b) / Float64(a * 2.0)); end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = Float64(Float64(c * 2.0) / Float64(fma(a, Float64(c / b), Float64(-b)) * 2.0)); else tmp_1 = Float64(Float64(sqrt(Float64(b * b)) - b) / Float64(a * 2.0)); end return tmp_1 end
code[a_, b_, c_] := If[LessEqual[b, -1e+156], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(N[(c / b), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, -5e-310], If[GreaterEqual[b, 0.0], N[(N[(1.0 / a), $MachinePrecision] * b), $MachinePrecision], N[(N[(N[Sqrt[N[(N[(-4.0 * c), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(a * 2.0), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 3e-93], If[GreaterEqual[b, 0.0], N[(N[((-c) * 2.0), $MachinePrecision] / N[(N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision], N[(N[((-b) - b), $MachinePrecision] / N[(a * 2.0), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(c * 2.0), $MachinePrecision] / N[(N[(a * N[(c / b), $MachinePrecision] + (-b)), $MachinePrecision] * 2.0), $MachinePrecision]), $MachinePrecision], N[(N[(N[Sqrt[N[(b * b), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(a * 2.0), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq -1 \cdot 10^{+156}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{b} - \frac{b}{a}\\
\end{array}\\
\mathbf{elif}\;b \leq -5 \cdot 10^{-310}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{1}{a} \cdot b\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot c, a, b \cdot b\right)} - b}{a \cdot 2}\\
\end{array}\\
\mathbf{elif}\;b \leq 3 \cdot 10^{-93}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-c\right) \cdot 2}{\sqrt{\left(a \cdot c\right) \cdot -4} + b}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) - b}{a \cdot 2}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c \cdot 2}{\mathsf{fma}\left(a, \frac{c}{b}, -b\right) \cdot 2}\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{b \cdot b} - b}{a \cdot 2}\\
\end{array}
\end{array}
if b < -9.9999999999999998e155Initial program 27.5%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6498.4
Applied rewrites98.4%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f6498.4
Applied rewrites98.4%
Taylor expanded in b around -inf
associate-*r*N/A
mul-1-negN/A
lower-*.f64N/A
lower-neg.f64N/A
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f6498.0
Applied rewrites98.0%
Taylor expanded in c around 0
Applied rewrites98.7%
if -9.9999999999999998e155 < b < -4.999999999999985e-310Initial program 94.2%
Applied rewrites94.2%
lift-+.f64N/A
+-commutativeN/A
lift-neg.f64N/A
lift--.f64N/A
lift-*.f64N/A
cancel-sign-sub-invN/A
lift-*.f64N/A
*-commutativeN/A
distribute-rgt-neg-inN/A
metadata-evalN/A
associate-*r*N/A
lift-*.f64N/A
*-commutativeN/A
+-commutativeN/A
lift-fma.f64N/A
sub-negN/A
lift--.f6494.2
Applied rewrites94.2%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f64N/A
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f6494.2
Applied rewrites94.2%
Taylor expanded in c around 0
Applied rewrites94.2%
if -4.999999999999985e-310 < b < 3.0000000000000001e-93Initial program 76.8%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6476.8
Applied rewrites76.8%
Taylor expanded in c around inf
lower-*.f64N/A
*-commutativeN/A
lower-*.f6471.0
Applied rewrites71.0%
if 3.0000000000000001e-93 < b Initial program 69.8%
Taylor expanded in c around 0
distribute-lft-out--N/A
lower-*.f64N/A
sub-negN/A
associate-/l*N/A
lower-fma.f64N/A
lower-/.f64N/A
lower-neg.f6487.0
Applied rewrites87.0%
Taylor expanded in c around 0
unpow2N/A
lower-*.f6487.0
Applied rewrites87.0%
Final simplification89.5%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (* c 2.0) (* (fma a (/ c b) (- b)) 2.0)))
(t_1 (sqrt (* (* a c) -4.0))))
(if (<= b -1.05e-37)
(if (>= b 0.0) (/ (- b) a) (- (/ c b) (/ b a)))
(if (<= b -5e-310)
(if (>= b 0.0) t_0 (/ (- t_1 b) (* a 2.0)))
(if (<= b 3e-93)
(if (>= b 0.0) (/ (* (- c) 2.0) (+ t_1 b)) (/ (- (- b) b) (* a 2.0)))
(if (>= b 0.0) t_0 (/ (- (sqrt (* b b)) b) (* a 2.0))))))))
double code(double a, double b, double c) {
double t_0 = (c * 2.0) / (fma(a, (c / b), -b) * 2.0);
double t_1 = sqrt(((a * c) * -4.0));
double tmp_1;
if (b <= -1.05e-37) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = (c / b) - (b / a);
}
tmp_1 = tmp_2;
} else if (b <= -5e-310) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_0;
} else {
tmp_3 = (t_1 - b) / (a * 2.0);
}
tmp_1 = tmp_3;
} else if (b <= 3e-93) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = (-c * 2.0) / (t_1 + b);
} else {
tmp_4 = (-b - b) / (a * 2.0);
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = t_0;
} else {
tmp_1 = (sqrt((b * b)) - b) / (a * 2.0);
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(c * 2.0) / Float64(fma(a, Float64(c / b), Float64(-b)) * 2.0)) t_1 = sqrt(Float64(Float64(a * c) * -4.0)) tmp_1 = 0.0 if (b <= -1.05e-37) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = Float64(Float64(c / b) - Float64(b / a)); end tmp_1 = tmp_2; elseif (b <= -5e-310) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = t_0; else tmp_3 = Float64(Float64(t_1 - b) / Float64(a * 2.0)); end tmp_1 = tmp_3; elseif (b <= 3e-93) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(Float64(Float64(-c) * 2.0) / Float64(t_1 + b)); else tmp_4 = Float64(Float64(Float64(-b) - b) / Float64(a * 2.0)); end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = t_0; else tmp_1 = Float64(Float64(sqrt(Float64(b * b)) - b) / Float64(a * 2.0)); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(c * 2.0), $MachinePrecision] / N[(N[(a * N[(c / b), $MachinePrecision] + (-b)), $MachinePrecision] * 2.0), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -1.05e-37], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(N[(c / b), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, -5e-310], If[GreaterEqual[b, 0.0], t$95$0, N[(N[(t$95$1 - b), $MachinePrecision] / N[(a * 2.0), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 3e-93], If[GreaterEqual[b, 0.0], N[(N[((-c) * 2.0), $MachinePrecision] / N[(t$95$1 + b), $MachinePrecision]), $MachinePrecision], N[(N[((-b) - b), $MachinePrecision] / N[(a * 2.0), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], t$95$0, N[(N[(N[Sqrt[N[(b * b), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(a * 2.0), $MachinePrecision]), $MachinePrecision]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{c \cdot 2}{\mathsf{fma}\left(a, \frac{c}{b}, -b\right) \cdot 2}\\
t_1 := \sqrt{\left(a \cdot c\right) \cdot -4}\\
\mathbf{if}\;b \leq -1.05 \cdot 10^{-37}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{b} - \frac{b}{a}\\
\end{array}\\
\mathbf{elif}\;b \leq -5 \cdot 10^{-310}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_1 - b}{a \cdot 2}\\
\end{array}\\
\mathbf{elif}\;b \leq 3 \cdot 10^{-93}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-c\right) \cdot 2}{t\_1 + b}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) - b}{a \cdot 2}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{b \cdot b} - b}{a \cdot 2}\\
\end{array}
\end{array}
if b < -1.05e-37Initial program 66.1%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6489.5
Applied rewrites89.5%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f6489.5
Applied rewrites89.5%
Taylor expanded in b around -inf
associate-*r*N/A
mul-1-negN/A
lower-*.f64N/A
lower-neg.f64N/A
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f6489.3
Applied rewrites89.3%
Taylor expanded in c around 0
Applied rewrites89.9%
if -1.05e-37 < b < -4.999999999999985e-310Initial program 86.6%
Taylor expanded in c around 0
distribute-lft-out--N/A
lower-*.f64N/A
sub-negN/A
associate-/l*N/A
lower-fma.f64N/A
lower-/.f64N/A
lower-neg.f6486.6
Applied rewrites86.6%
Taylor expanded in c around inf
lower-*.f64N/A
*-commutativeN/A
lower-*.f6473.7
Applied rewrites73.7%
if -4.999999999999985e-310 < b < 3.0000000000000001e-93Initial program 76.8%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6476.8
Applied rewrites76.8%
Taylor expanded in c around inf
lower-*.f64N/A
*-commutativeN/A
lower-*.f6471.0
Applied rewrites71.0%
if 3.0000000000000001e-93 < b Initial program 69.8%
Taylor expanded in c around 0
distribute-lft-out--N/A
lower-*.f64N/A
sub-negN/A
associate-/l*N/A
lower-fma.f64N/A
lower-/.f64N/A
lower-neg.f6487.0
Applied rewrites87.0%
Taylor expanded in c around 0
unpow2N/A
lower-*.f6487.0
Applied rewrites87.0%
Final simplification84.4%
(FPCore (a b c)
:precision binary64
(if (<= b -1e+156)
(if (>= b 0.0) (/ (- b) a) (- (/ c b) (/ b a)))
(if (<= b 3e-93)
(if (>= b 0.0)
(* (/ -2.0 (- (sqrt (fma (* -4.0 c) a (* b b))) b)) c)
(/ (- (sqrt (- (* b b) (* (* a 4.0) c))) b) (* a 2.0)))
(if (>= b 0.0)
(/ (* c 2.0) (* (fma a (/ c b) (- b)) 2.0))
(/ (- (sqrt (* b b)) b) (* a 2.0))))))
double code(double a, double b, double c) {
double tmp_1;
if (b <= -1e+156) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = (c / b) - (b / a);
}
tmp_1 = tmp_2;
} else if (b <= 3e-93) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-2.0 / (sqrt(fma((-4.0 * c), a, (b * b))) - b)) * c;
} else {
tmp_3 = (sqrt(((b * b) - ((a * 4.0) * c))) - b) / (a * 2.0);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (c * 2.0) / (fma(a, (c / b), -b) * 2.0);
} else {
tmp_1 = (sqrt((b * b)) - b) / (a * 2.0);
}
return tmp_1;
}
function code(a, b, c) tmp_1 = 0.0 if (b <= -1e+156) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = Float64(Float64(c / b) - Float64(b / a)); end tmp_1 = tmp_2; elseif (b <= 3e-93) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(-2.0 / Float64(sqrt(fma(Float64(-4.0 * c), a, Float64(b * b))) - b)) * c); else tmp_3 = Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(Float64(a * 4.0) * c))) - b) / Float64(a * 2.0)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(c * 2.0) / Float64(fma(a, Float64(c / b), Float64(-b)) * 2.0)); else tmp_1 = Float64(Float64(sqrt(Float64(b * b)) - b) / Float64(a * 2.0)); end return tmp_1 end
code[a_, b_, c_] := If[LessEqual[b, -1e+156], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(N[(c / b), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 3e-93], If[GreaterEqual[b, 0.0], N[(N[(-2.0 / N[(N[Sqrt[N[(N[(-4.0 * c), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision]), $MachinePrecision] * c), $MachinePrecision], N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(a * 4.0), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(a * 2.0), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(c * 2.0), $MachinePrecision] / N[(N[(a * N[(c / b), $MachinePrecision] + (-b)), $MachinePrecision] * 2.0), $MachinePrecision]), $MachinePrecision], N[(N[(N[Sqrt[N[(b * b), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(a * 2.0), $MachinePrecision]), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq -1 \cdot 10^{+156}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{b} - \frac{b}{a}\\
\end{array}\\
\mathbf{elif}\;b \leq 3 \cdot 10^{-93}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2}{\sqrt{\mathsf{fma}\left(-4 \cdot c, a, b \cdot b\right)} - b} \cdot c\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{b \cdot b - \left(a \cdot 4\right) \cdot c} - b}{a \cdot 2}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c \cdot 2}{\mathsf{fma}\left(a, \frac{c}{b}, -b\right) \cdot 2}\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{b \cdot b} - b}{a \cdot 2}\\
\end{array}
\end{array}
if b < -9.9999999999999998e155Initial program 27.5%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6498.4
Applied rewrites98.4%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f6498.4
Applied rewrites98.4%
Taylor expanded in b around -inf
associate-*r*N/A
mul-1-negN/A
lower-*.f64N/A
lower-neg.f64N/A
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f6498.0
Applied rewrites98.0%
Taylor expanded in c around 0
Applied rewrites98.7%
if -9.9999999999999998e155 < b < 3.0000000000000001e-93Initial program 89.9%
Applied rewrites87.8%
if 3.0000000000000001e-93 < b Initial program 69.8%
Taylor expanded in c around 0
distribute-lft-out--N/A
lower-*.f64N/A
sub-negN/A
associate-/l*N/A
lower-fma.f64N/A
lower-/.f64N/A
lower-neg.f6487.0
Applied rewrites87.0%
Taylor expanded in c around 0
unpow2N/A
lower-*.f6487.0
Applied rewrites87.0%
Final simplification89.2%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (- (sqrt (fma (* -4.0 c) a (* b b))) b)))
(if (<= b -1e+156)
(if (>= b 0.0) (/ (- b) a) (- (/ c b) (/ b a)))
(if (<= b 3e-93)
(if (>= b 0.0) (* (/ -2.0 t_0) c) (/ t_0 (* a 2.0)))
(if (>= b 0.0)
(/ (* c 2.0) (* (fma a (/ c b) (- b)) 2.0))
(/ (- (sqrt (* b b)) b) (* a 2.0)))))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma((-4.0 * c), a, (b * b))) - b;
double tmp_1;
if (b <= -1e+156) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = (c / b) - (b / a);
}
tmp_1 = tmp_2;
} else if (b <= 3e-93) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-2.0 / t_0) * c;
} else {
tmp_3 = t_0 / (a * 2.0);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (c * 2.0) / (fma(a, (c / b), -b) * 2.0);
} else {
tmp_1 = (sqrt((b * b)) - b) / (a * 2.0);
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(sqrt(fma(Float64(-4.0 * c), a, Float64(b * b))) - b) tmp_1 = 0.0 if (b <= -1e+156) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = Float64(Float64(c / b) - Float64(b / a)); end tmp_1 = tmp_2; elseif (b <= 3e-93) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(-2.0 / t_0) * c); else tmp_3 = Float64(t_0 / Float64(a * 2.0)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(c * 2.0) / Float64(fma(a, Float64(c / b), Float64(-b)) * 2.0)); else tmp_1 = Float64(Float64(sqrt(Float64(b * b)) - b) / Float64(a * 2.0)); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[Sqrt[N[(N[(-4.0 * c), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision]}, If[LessEqual[b, -1e+156], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(N[(c / b), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 3e-93], If[GreaterEqual[b, 0.0], N[(N[(-2.0 / t$95$0), $MachinePrecision] * c), $MachinePrecision], N[(t$95$0 / N[(a * 2.0), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(c * 2.0), $MachinePrecision] / N[(N[(a * N[(c / b), $MachinePrecision] + (-b)), $MachinePrecision] * 2.0), $MachinePrecision]), $MachinePrecision], N[(N[(N[Sqrt[N[(b * b), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(a * 2.0), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(-4 \cdot c, a, b \cdot b\right)} - b\\
\mathbf{if}\;b \leq -1 \cdot 10^{+156}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{b} - \frac{b}{a}\\
\end{array}\\
\mathbf{elif}\;b \leq 3 \cdot 10^{-93}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2}{t\_0} \cdot c\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0}{a \cdot 2}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c \cdot 2}{\mathsf{fma}\left(a, \frac{c}{b}, -b\right) \cdot 2}\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{b \cdot b} - b}{a \cdot 2}\\
\end{array}
\end{array}
if b < -9.9999999999999998e155Initial program 27.5%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6498.4
Applied rewrites98.4%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f6498.4
Applied rewrites98.4%
Taylor expanded in b around -inf
associate-*r*N/A
mul-1-negN/A
lower-*.f64N/A
lower-neg.f64N/A
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f6498.0
Applied rewrites98.0%
Taylor expanded in c around 0
Applied rewrites98.7%
if -9.9999999999999998e155 < b < 3.0000000000000001e-93Initial program 89.9%
Applied rewrites87.8%
lift-+.f64N/A
+-commutativeN/A
lift-neg.f64N/A
lift--.f64N/A
lift-*.f64N/A
cancel-sign-sub-invN/A
lift-*.f64N/A
*-commutativeN/A
distribute-rgt-neg-inN/A
metadata-evalN/A
associate-*r*N/A
lift-*.f64N/A
*-commutativeN/A
+-commutativeN/A
lift-fma.f64N/A
sub-negN/A
lift--.f6487.8
Applied rewrites87.8%
if 3.0000000000000001e-93 < b Initial program 69.8%
Taylor expanded in c around 0
distribute-lft-out--N/A
lower-*.f64N/A
sub-negN/A
associate-/l*N/A
lower-fma.f64N/A
lower-/.f64N/A
lower-neg.f6487.0
Applied rewrites87.0%
Taylor expanded in c around 0
unpow2N/A
lower-*.f6487.0
Applied rewrites87.0%
Final simplification89.2%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (- (sqrt (fma (* -4.0 c) a (* b b))) b)))
(if (<= b -1.85e+140)
(if (>= b 0.0) (/ (- b) a) (- (/ c b) (/ b a)))
(if (<= b 3e-93)
(if (>= b 0.0) (* (/ -2.0 t_0) c) (* (/ 0.5 a) t_0))
(if (>= b 0.0)
(/ (* c 2.0) (* (fma a (/ c b) (- b)) 2.0))
(/ (- (sqrt (* b b)) b) (* a 2.0)))))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma((-4.0 * c), a, (b * b))) - b;
double tmp_1;
if (b <= -1.85e+140) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = (c / b) - (b / a);
}
tmp_1 = tmp_2;
} else if (b <= 3e-93) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-2.0 / t_0) * c;
} else {
tmp_3 = (0.5 / a) * t_0;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (c * 2.0) / (fma(a, (c / b), -b) * 2.0);
} else {
tmp_1 = (sqrt((b * b)) - b) / (a * 2.0);
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(sqrt(fma(Float64(-4.0 * c), a, Float64(b * b))) - b) tmp_1 = 0.0 if (b <= -1.85e+140) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = Float64(Float64(c / b) - Float64(b / a)); end tmp_1 = tmp_2; elseif (b <= 3e-93) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(-2.0 / t_0) * c); else tmp_3 = Float64(Float64(0.5 / a) * t_0); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(c * 2.0) / Float64(fma(a, Float64(c / b), Float64(-b)) * 2.0)); else tmp_1 = Float64(Float64(sqrt(Float64(b * b)) - b) / Float64(a * 2.0)); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[Sqrt[N[(N[(-4.0 * c), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision]}, If[LessEqual[b, -1.85e+140], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(N[(c / b), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 3e-93], If[GreaterEqual[b, 0.0], N[(N[(-2.0 / t$95$0), $MachinePrecision] * c), $MachinePrecision], N[(N[(0.5 / a), $MachinePrecision] * t$95$0), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(c * 2.0), $MachinePrecision] / N[(N[(a * N[(c / b), $MachinePrecision] + (-b)), $MachinePrecision] * 2.0), $MachinePrecision]), $MachinePrecision], N[(N[(N[Sqrt[N[(b * b), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(a * 2.0), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(-4 \cdot c, a, b \cdot b\right)} - b\\
\mathbf{if}\;b \leq -1.85 \cdot 10^{+140}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{b} - \frac{b}{a}\\
\end{array}\\
\mathbf{elif}\;b \leq 3 \cdot 10^{-93}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2}{t\_0} \cdot c\\
\mathbf{else}:\\
\;\;\;\;\frac{0.5}{a} \cdot t\_0\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c \cdot 2}{\mathsf{fma}\left(a, \frac{c}{b}, -b\right) \cdot 2}\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{b \cdot b} - b}{a \cdot 2}\\
\end{array}
\end{array}
if b < -1.85000000000000001e140Initial program 37.9%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6498.6
Applied rewrites98.6%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f6498.6
Applied rewrites98.6%
Taylor expanded in b around -inf
associate-*r*N/A
mul-1-negN/A
lower-*.f64N/A
lower-neg.f64N/A
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f6498.2
Applied rewrites98.2%
Taylor expanded in c around 0
Applied rewrites98.9%
if -1.85000000000000001e140 < b < 3.0000000000000001e-93Initial program 89.2%
Applied rewrites86.9%
lift-/.f64N/A
clear-numN/A
associate-/r/N/A
lift-+.f64N/A
+-commutativeN/A
lift-neg.f64N/A
Applied rewrites86.7%
if 3.0000000000000001e-93 < b Initial program 69.8%
Taylor expanded in c around 0
distribute-lft-out--N/A
lower-*.f64N/A
sub-negN/A
associate-/l*N/A
lower-fma.f64N/A
lower-/.f64N/A
lower-neg.f6487.0
Applied rewrites87.0%
Taylor expanded in c around 0
unpow2N/A
lower-*.f6487.0
Applied rewrites87.0%
Final simplification89.1%
(FPCore (a b c)
:precision binary64
(if (<= b -1.05e-37)
(if (>= b 0.0) (/ (- b) a) (- (/ c b) (/ b a)))
(if (>= b 0.0)
(/ (* c 2.0) (* (fma a (/ c b) (- b)) 2.0))
(/ (- (sqrt (* (* a c) -4.0)) b) (* a 2.0)))))
double code(double a, double b, double c) {
double tmp_1;
if (b <= -1.05e-37) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = (c / b) - (b / a);
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (c * 2.0) / (fma(a, (c / b), -b) * 2.0);
} else {
tmp_1 = (sqrt(((a * c) * -4.0)) - b) / (a * 2.0);
}
return tmp_1;
}
function code(a, b, c) tmp_1 = 0.0 if (b <= -1.05e-37) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = Float64(Float64(c / b) - Float64(b / a)); end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = Float64(Float64(c * 2.0) / Float64(fma(a, Float64(c / b), Float64(-b)) * 2.0)); else tmp_1 = Float64(Float64(sqrt(Float64(Float64(a * c) * -4.0)) - b) / Float64(a * 2.0)); end return tmp_1 end
code[a_, b_, c_] := If[LessEqual[b, -1.05e-37], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(N[(c / b), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(c * 2.0), $MachinePrecision] / N[(N[(a * N[(c / b), $MachinePrecision] + (-b)), $MachinePrecision] * 2.0), $MachinePrecision]), $MachinePrecision], N[(N[(N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(a * 2.0), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq -1.05 \cdot 10^{-37}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{b} - \frac{b}{a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c \cdot 2}{\mathsf{fma}\left(a, \frac{c}{b}, -b\right) \cdot 2}\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{\left(a \cdot c\right) \cdot -4} - b}{a \cdot 2}\\
\end{array}
\end{array}
if b < -1.05e-37Initial program 66.1%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6489.5
Applied rewrites89.5%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f6489.5
Applied rewrites89.5%
Taylor expanded in b around -inf
associate-*r*N/A
mul-1-negN/A
lower-*.f64N/A
lower-neg.f64N/A
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f6489.3
Applied rewrites89.3%
Taylor expanded in c around 0
Applied rewrites89.9%
if -1.05e-37 < b Initial program 74.6%
Taylor expanded in c around 0
distribute-lft-out--N/A
lower-*.f64N/A
sub-negN/A
associate-/l*N/A
lower-fma.f64N/A
lower-/.f64N/A
lower-neg.f6475.4
Applied rewrites75.4%
Taylor expanded in c around inf
lower-*.f64N/A
*-commutativeN/A
lower-*.f6472.5
Applied rewrites72.5%
Final simplification78.6%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (/ (- c) b) (/ (- b) a)))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = -c / b;
} else {
tmp = -b / a;
}
return tmp;
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: tmp
if (b >= 0.0d0) then
tmp = -c / b
else
tmp = -b / a
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = -c / b;
} else {
tmp = -b / a;
}
return tmp;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = -c / b else: tmp = -b / a return tmp
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(-c) / b); else tmp = Float64(Float64(-b) / a); end return tmp end
function tmp_2 = code(a, b, c) tmp = 0.0; if (b >= 0.0) tmp = -c / b; else tmp = -b / a; end tmp_2 = tmp; end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[((-c) / b), $MachinePrecision], N[((-b) / a), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-c}{b}\\
\mathbf{else}:\\
\;\;\;\;\frac{-b}{a}\\
\end{array}
\end{array}
Initial program 71.6%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6470.3
Applied rewrites70.3%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f6435.5
Applied rewrites35.5%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f6435.5
Applied rewrites35.5%
Taylor expanded in c around 0
associate-*r/N/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6470.7
Applied rewrites70.7%
(FPCore (a b c) :precision binary64 (let* ((t_0 (/ (- b) a))) (if (>= b 0.0) t_0 t_0)))
double code(double a, double b, double c) {
double t_0 = -b / a;
double tmp;
if (b >= 0.0) {
tmp = t_0;
} else {
tmp = t_0;
}
return tmp;
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: tmp
t_0 = -b / a
if (b >= 0.0d0) then
tmp = t_0
else
tmp = t_0
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double t_0 = -b / a;
double tmp;
if (b >= 0.0) {
tmp = t_0;
} else {
tmp = t_0;
}
return tmp;
}
def code(a, b, c): t_0 = -b / a tmp = 0 if b >= 0.0: tmp = t_0 else: tmp = t_0 return tmp
function code(a, b, c) t_0 = Float64(Float64(-b) / a) tmp = 0.0 if (b >= 0.0) tmp = t_0; else tmp = t_0; end return tmp end
function tmp_2 = code(a, b, c) t_0 = -b / a; tmp = 0.0; if (b >= 0.0) tmp = t_0; else tmp = t_0; end tmp_2 = tmp; end
code[a_, b_, c_] := Block[{t$95$0 = N[((-b) / a), $MachinePrecision]}, If[GreaterEqual[b, 0.0], t$95$0, t$95$0]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{-b}{a}\\
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
Initial program 71.6%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6470.3
Applied rewrites70.3%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f6435.5
Applied rewrites35.5%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f6435.5
Applied rewrites35.5%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (/ (- b) a) (/ c b)))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = -b / a;
} else {
tmp = c / b;
}
return tmp;
}
real(8) function code(a, b, c)
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 = 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 / a;
} else {
tmp = c / b;
}
return tmp;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = -b / a else: tmp = c / b return tmp
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(-b) / a); else tmp = Float64(c / b); end return tmp end
function tmp_2 = code(a, b, c) tmp = 0.0; if (b >= 0.0) tmp = -b / a; else tmp = c / b; end tmp_2 = tmp; end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(c / b), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{b}\\
\end{array}
\end{array}
Initial program 71.6%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6470.3
Applied rewrites70.3%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f6435.5
Applied rewrites35.5%
Taylor expanded in b around -inf
associate-*r*N/A
mul-1-negN/A
lower-*.f64N/A
lower-neg.f64N/A
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f6435.3
Applied rewrites35.3%
Taylor expanded in c around inf
Applied rewrites3.3%
herbie shell --seed 2024268
(FPCore (a b c)
:name "jeff quadratic root 2"
:precision binary64
(if (>= b 0.0) (/ (* 2.0 c) (- (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))) (/ (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a))))