
(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 (fma (* a c) -4.0 (* b b)))))
(if (<= b -2.3e+132)
(if (>= b 0.0) (* (/ 1.0 b) c) (/ (- (- b) b) (* 2.0 a)))
(if (<= b 9.6e+70)
(if (>= b 0.0) (/ (* c -2.0) (+ t_0 b)) (* 0.5 (/ (- t_0 b) a)))
(if (>= b 0.0)
(/ (* 2.0 c) (* (fma (/ 2.0 b) (* (/ c b) a) -2.0) b))
(/ (- (sqrt (- (* b b) (* (* 4.0 a) c))) b) (* 2.0 a)))))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma((a * c), -4.0, (b * b)));
double tmp_1;
if (b <= -2.3e+132) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (1.0 / b) * c;
} else {
tmp_2 = (-b - b) / (2.0 * a);
}
tmp_1 = tmp_2;
} else if (b <= 9.6e+70) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (c * -2.0) / (t_0 + b);
} else {
tmp_3 = 0.5 * ((t_0 - b) / a);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (2.0 * c) / (fma((2.0 / b), ((c / b) * a), -2.0) * b);
} else {
tmp_1 = (sqrt(((b * b) - ((4.0 * a) * c))) - b) / (2.0 * a);
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(fma(Float64(a * c), -4.0, Float64(b * b))) tmp_1 = 0.0 if (b <= -2.3e+132) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(1.0 / b) * c); else tmp_2 = Float64(Float64(Float64(-b) - b) / Float64(2.0 * a)); end tmp_1 = tmp_2; elseif (b <= 9.6e+70) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(c * -2.0) / Float64(t_0 + b)); else tmp_3 = Float64(0.5 * Float64(Float64(t_0 - b) / a)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * c) / Float64(fma(Float64(2.0 / b), Float64(Float64(c / b) * a), -2.0) * b)); else tmp_1 = Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c))) - b) / Float64(2.0 * a)); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0 + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -2.3e+132], If[GreaterEqual[b, 0.0], N[(N[(1.0 / b), $MachinePrecision] * c), $MachinePrecision], N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 9.6e+70], If[GreaterEqual[b, 0.0], N[(N[(c * -2.0), $MachinePrecision] / N[(t$95$0 + b), $MachinePrecision]), $MachinePrecision], N[(0.5 * N[(N[(t$95$0 - b), $MachinePrecision] / a), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[(N[(N[(2.0 / b), $MachinePrecision] * N[(N[(c / b), $MachinePrecision] * a), $MachinePrecision] + -2.0), $MachinePrecision] * b), $MachinePrecision]), $MachinePrecision], N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(a \cdot c, -4, b \cdot b\right)}\\
\mathbf{if}\;b \leq -2.3 \cdot 10^{+132}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{1}{b} \cdot c\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \leq 9.6 \cdot 10^{+70}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{c \cdot -2}{t\_0 + b}\\
\mathbf{else}:\\
\;\;\;\;0.5 \cdot \frac{t\_0 - b}{a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{\mathsf{fma}\left(\frac{2}{b}, \frac{c}{b} \cdot a, -2\right) \cdot b}\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c} - b}{2 \cdot a}\\
\end{array}
\end{array}
if b < -2.3000000000000002e132Initial program 47.3%
Applied rewrites47.3%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6492.9
Applied rewrites92.9%
Taylor expanded in b around -inf
lower-/.f6492.9
Applied rewrites92.9%
if -2.3000000000000002e132 < b < 9.59999999999999947e70Initial program 85.8%
Taylor expanded in b around -inf
associate-*r*N/A
mul-1-negN/A
lower-*.f64N/A
lower-neg.f64N/A
+-commutativeN/A
associate-*r/N/A
unpow2N/A
times-fracN/A
lower-fma.f64N/A
lower-/.f64N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f6466.1
Applied rewrites66.1%
Taylor expanded in a around 0
Applied rewrites66.1%
Taylor expanded in a around 0
Applied rewrites85.8%
if 9.59999999999999947e70 < b Initial program 58.7%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f64N/A
sub-negN/A
associate-*r/N/A
unpow2N/A
times-fracN/A
metadata-evalN/A
lower-fma.f64N/A
lower-/.f64N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f6494.7
Applied rewrites94.7%
Final simplification89.6%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (* (fma a (/ c b) (- b)) 2.0)))
(if (<= b -2.3e+132)
(if (>= b 0.0) (* (/ 1.0 b) c) (/ (- (- b) b) (* 2.0 a)))
(if (<= b -5e-310)
(if (>= b 0.0)
(* (* -0.5 (/ b a)) -2.0)
(* (/ (- (sqrt (fma -4.0 (* a c) (* b b))) b) a) 0.5))
(if (<= b 9.6e+70)
(if (>= b 0.0)
(/ (* c -2.0) (+ (sqrt (fma (* a c) -4.0 (* b b))) b))
(* (* (fma (/ c (* b b)) -2.0 (/ 2.0 a)) (- b)) 0.5))
(if (>= b 0.0) (/ (* 2.0 c) t_0) (/ t_0 (* 2.0 a))))))))
double code(double a, double b, double c) {
double t_0 = fma(a, (c / b), -b) * 2.0;
double tmp_1;
if (b <= -2.3e+132) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (1.0 / b) * c;
} else {
tmp_2 = (-b - b) / (2.0 * a);
}
tmp_1 = tmp_2;
} else if (b <= -5e-310) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-0.5 * (b / a)) * -2.0;
} else {
tmp_3 = ((sqrt(fma(-4.0, (a * c), (b * b))) - b) / a) * 0.5;
}
tmp_1 = tmp_3;
} else if (b <= 9.6e+70) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = (c * -2.0) / (sqrt(fma((a * c), -4.0, (b * b))) + b);
} else {
tmp_4 = (fma((c / (b * b)), -2.0, (2.0 / a)) * -b) * 0.5;
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = (2.0 * c) / t_0;
} else {
tmp_1 = t_0 / (2.0 * a);
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(fma(a, Float64(c / b), Float64(-b)) * 2.0) tmp_1 = 0.0 if (b <= -2.3e+132) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(1.0 / b) * c); else tmp_2 = Float64(Float64(Float64(-b) - b) / Float64(2.0 * a)); end tmp_1 = tmp_2; elseif (b <= -5e-310) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(-0.5 * Float64(b / a)) * -2.0); else tmp_3 = Float64(Float64(Float64(sqrt(fma(-4.0, Float64(a * c), Float64(b * b))) - b) / a) * 0.5); end tmp_1 = tmp_3; elseif (b <= 9.6e+70) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(Float64(c * -2.0) / Float64(sqrt(fma(Float64(a * c), -4.0, Float64(b * b))) + b)); else tmp_4 = Float64(Float64(fma(Float64(c / Float64(b * b)), -2.0, Float64(2.0 / a)) * Float64(-b)) * 0.5); end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * c) / t_0); else tmp_1 = Float64(t_0 / Float64(2.0 * a)); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(a * N[(c / b), $MachinePrecision] + (-b)), $MachinePrecision] * 2.0), $MachinePrecision]}, If[LessEqual[b, -2.3e+132], If[GreaterEqual[b, 0.0], N[(N[(1.0 / b), $MachinePrecision] * c), $MachinePrecision], N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, -5e-310], If[GreaterEqual[b, 0.0], N[(N[(-0.5 * N[(b / a), $MachinePrecision]), $MachinePrecision] * -2.0), $MachinePrecision], N[(N[(N[(N[Sqrt[N[(-4.0 * N[(a * c), $MachinePrecision] + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]], If[LessEqual[b, 9.6e+70], If[GreaterEqual[b, 0.0], N[(N[(c * -2.0), $MachinePrecision] / N[(N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0 + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision], N[(N[(N[(N[(c / N[(b * b), $MachinePrecision]), $MachinePrecision] * -2.0 + N[(2.0 / a), $MachinePrecision]), $MachinePrecision] * (-b)), $MachinePrecision] * 0.5), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / t$95$0), $MachinePrecision], N[(t$95$0 / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(a, \frac{c}{b}, -b\right) \cdot 2\\
\mathbf{if}\;b \leq -2.3 \cdot 10^{+132}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{1}{b} \cdot c\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \leq -5 \cdot 10^{-310}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\left(-0.5 \cdot \frac{b}{a}\right) \cdot -2\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4, a \cdot c, b \cdot b\right)} - b}{a} \cdot 0.5\\
\end{array}\\
\mathbf{elif}\;b \leq 9.6 \cdot 10^{+70}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{c \cdot -2}{\sqrt{\mathsf{fma}\left(a \cdot c, -4, b \cdot b\right)} + b}\\
\mathbf{else}:\\
\;\;\;\;\left(\mathsf{fma}\left(\frac{c}{b \cdot b}, -2, \frac{2}{a}\right) \cdot \left(-b\right)\right) \cdot 0.5\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{t\_0}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0}{2 \cdot a}\\
\end{array}
\end{array}
if b < -2.3000000000000002e132Initial program 47.3%
Applied rewrites47.3%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6492.9
Applied rewrites92.9%
Taylor expanded in b around -inf
lower-/.f6492.9
Applied rewrites92.9%
if -2.3000000000000002e132 < b < -4.999999999999985e-310Initial program 84.8%
Applied rewrites84.8%
Taylor expanded in a around 0
Applied rewrites84.8%
Taylor expanded in a around 0
Applied rewrites84.8%
if -4.999999999999985e-310 < b < 9.59999999999999947e70Initial program 87.0%
Taylor expanded in b around -inf
associate-*r*N/A
mul-1-negN/A
lower-*.f64N/A
lower-neg.f64N/A
+-commutativeN/A
associate-*r/N/A
unpow2N/A
times-fracN/A
lower-fma.f64N/A
lower-/.f64N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f6487.0
Applied rewrites87.0%
Taylor expanded in a around 0
Applied rewrites87.0%
Taylor expanded in a around 0
Applied rewrites87.0%
Taylor expanded in b around -inf
Applied rewrites87.0%
if 9.59999999999999947e70 < b Initial program 58.7%
Taylor expanded in b around -inf
associate-*r*N/A
mul-1-negN/A
lower-*.f64N/A
lower-neg.f64N/A
+-commutativeN/A
associate-*r/N/A
unpow2N/A
times-fracN/A
lower-fma.f64N/A
lower-/.f64N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f6458.7
Applied rewrites58.7%
Taylor expanded in a around 0
Applied rewrites58.7%
Taylor expanded in a 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%
Final simplification89.6%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (* (fma a (/ c b) (- b)) 2.0)) (t_1 (/ t_0 (* 2.0 a))))
(if (<= b -2.3e+132)
(if (>= b 0.0) (* (/ 1.0 b) c) (/ (- (- b) b) (* 2.0 a)))
(if (<= b -5e-310)
(if (>= b 0.0)
(* (* -0.5 (/ b a)) -2.0)
(* (/ (- (sqrt (fma -4.0 (* a c) (* b b))) b) a) 0.5))
(if (<= b 4.8e-130)
(if (>= b 0.0) (/ (* (- c) 2.0) (+ (sqrt (* (* a c) -4.0)) b)) t_1)
(if (>= b 0.0) (/ (* 2.0 c) t_0) t_1))))))
double code(double a, double b, double c) {
double t_0 = fma(a, (c / b), -b) * 2.0;
double t_1 = t_0 / (2.0 * a);
double tmp_1;
if (b <= -2.3e+132) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (1.0 / b) * c;
} else {
tmp_2 = (-b - b) / (2.0 * a);
}
tmp_1 = tmp_2;
} else if (b <= -5e-310) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-0.5 * (b / a)) * -2.0;
} else {
tmp_3 = ((sqrt(fma(-4.0, (a * c), (b * b))) - b) / a) * 0.5;
}
tmp_1 = tmp_3;
} else if (b <= 4.8e-130) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = (-c * 2.0) / (sqrt(((a * c) * -4.0)) + b);
} else {
tmp_4 = t_1;
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = (2.0 * c) / t_0;
} else {
tmp_1 = t_1;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(fma(a, Float64(c / b), Float64(-b)) * 2.0) t_1 = Float64(t_0 / Float64(2.0 * a)) tmp_1 = 0.0 if (b <= -2.3e+132) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(1.0 / b) * c); else tmp_2 = Float64(Float64(Float64(-b) - b) / Float64(2.0 * a)); end tmp_1 = tmp_2; elseif (b <= -5e-310) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(-0.5 * Float64(b / a)) * -2.0); else tmp_3 = Float64(Float64(Float64(sqrt(fma(-4.0, Float64(a * c), Float64(b * b))) - b) / a) * 0.5); end tmp_1 = tmp_3; elseif (b <= 4.8e-130) 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 = t_1; end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * c) / t_0); else tmp_1 = t_1; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(a * N[(c / b), $MachinePrecision] + (-b)), $MachinePrecision] * 2.0), $MachinePrecision]}, Block[{t$95$1 = N[(t$95$0 / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, -2.3e+132], If[GreaterEqual[b, 0.0], N[(N[(1.0 / b), $MachinePrecision] * c), $MachinePrecision], N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, -5e-310], If[GreaterEqual[b, 0.0], N[(N[(-0.5 * N[(b / a), $MachinePrecision]), $MachinePrecision] * -2.0), $MachinePrecision], N[(N[(N[(N[Sqrt[N[(-4.0 * N[(a * c), $MachinePrecision] + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]], If[LessEqual[b, 4.8e-130], 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], t$95$1], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / t$95$0), $MachinePrecision], t$95$1]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(a, \frac{c}{b}, -b\right) \cdot 2\\
t_1 := \frac{t\_0}{2 \cdot a}\\
\mathbf{if}\;b \leq -2.3 \cdot 10^{+132}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{1}{b} \cdot c\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \leq -5 \cdot 10^{-310}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\left(-0.5 \cdot \frac{b}{a}\right) \cdot -2\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4, a \cdot c, b \cdot b\right)} - b}{a} \cdot 0.5\\
\end{array}\\
\mathbf{elif}\;b \leq 4.8 \cdot 10^{-130}:\\
\;\;\;\;\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}:\\
\;\;\;\;t\_1\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{t\_0}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}
\end{array}
if b < -2.3000000000000002e132Initial program 47.3%
Applied rewrites47.3%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6492.9
Applied rewrites92.9%
Taylor expanded in b around -inf
lower-/.f6492.9
Applied rewrites92.9%
if -2.3000000000000002e132 < b < -4.999999999999985e-310Initial program 84.8%
Applied rewrites84.8%
Taylor expanded in a around 0
Applied rewrites84.8%
Taylor expanded in a around 0
Applied rewrites84.8%
if -4.999999999999985e-310 < b < 4.79999999999999993e-130Initial program 88.0%
Taylor expanded in b around -inf
associate-*r*N/A
mul-1-negN/A
lower-*.f64N/A
lower-neg.f64N/A
+-commutativeN/A
associate-*r/N/A
unpow2N/A
times-fracN/A
lower-fma.f64N/A
lower-/.f64N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f6488.0
Applied rewrites88.0%
Taylor expanded in a around 0
Applied rewrites88.0%
Taylor expanded in a around inf
*-commutativeN/A
lower-*.f64N/A
lower-*.f6488.0
Applied rewrites88.0%
if 4.79999999999999993e-130 < b Initial program 69.4%
Taylor expanded in b around -inf
associate-*r*N/A
mul-1-negN/A
lower-*.f64N/A
lower-neg.f64N/A
+-commutativeN/A
associate-*r/N/A
unpow2N/A
times-fracN/A
lower-fma.f64N/A
lower-/.f64N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f6469.4
Applied rewrites69.4%
Taylor expanded in a around 0
Applied rewrites69.4%
Taylor expanded in a 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.f6483.6
Applied rewrites83.6%
Final simplification86.7%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (* (fma a (/ c b) (- b)) 2.0))
(t_1 (sqrt (fma (* a c) -4.0 (* b b)))))
(if (<= b -2.3e+132)
(if (>= b 0.0) (* (/ 1.0 b) c) (/ (- (- b) b) (* 2.0 a)))
(if (<= b 9.6e+70)
(if (>= b 0.0) (/ (* c -2.0) (+ t_1 b)) (* 0.5 (/ (- t_1 b) a)))
(if (>= b 0.0) (/ (* 2.0 c) t_0) (/ t_0 (* 2.0 a)))))))
double code(double a, double b, double c) {
double t_0 = fma(a, (c / b), -b) * 2.0;
double t_1 = sqrt(fma((a * c), -4.0, (b * b)));
double tmp_1;
if (b <= -2.3e+132) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (1.0 / b) * c;
} else {
tmp_2 = (-b - b) / (2.0 * a);
}
tmp_1 = tmp_2;
} else if (b <= 9.6e+70) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (c * -2.0) / (t_1 + b);
} else {
tmp_3 = 0.5 * ((t_1 - b) / a);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (2.0 * c) / t_0;
} else {
tmp_1 = t_0 / (2.0 * a);
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(fma(a, Float64(c / b), Float64(-b)) * 2.0) t_1 = sqrt(fma(Float64(a * c), -4.0, Float64(b * b))) tmp_1 = 0.0 if (b <= -2.3e+132) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(1.0 / b) * c); else tmp_2 = Float64(Float64(Float64(-b) - b) / Float64(2.0 * a)); end tmp_1 = tmp_2; elseif (b <= 9.6e+70) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(c * -2.0) / Float64(t_1 + b)); else tmp_3 = Float64(0.5 * Float64(Float64(t_1 - b) / a)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * c) / t_0); else tmp_1 = Float64(t_0 / Float64(2.0 * a)); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(a * N[(c / b), $MachinePrecision] + (-b)), $MachinePrecision] * 2.0), $MachinePrecision]}, Block[{t$95$1 = N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0 + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -2.3e+132], If[GreaterEqual[b, 0.0], N[(N[(1.0 / b), $MachinePrecision] * c), $MachinePrecision], N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 9.6e+70], If[GreaterEqual[b, 0.0], N[(N[(c * -2.0), $MachinePrecision] / N[(t$95$1 + b), $MachinePrecision]), $MachinePrecision], N[(0.5 * N[(N[(t$95$1 - b), $MachinePrecision] / a), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / t$95$0), $MachinePrecision], N[(t$95$0 / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(a, \frac{c}{b}, -b\right) \cdot 2\\
t_1 := \sqrt{\mathsf{fma}\left(a \cdot c, -4, b \cdot b\right)}\\
\mathbf{if}\;b \leq -2.3 \cdot 10^{+132}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{1}{b} \cdot c\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \leq 9.6 \cdot 10^{+70}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{c \cdot -2}{t\_1 + b}\\
\mathbf{else}:\\
\;\;\;\;0.5 \cdot \frac{t\_1 - b}{a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{t\_0}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0}{2 \cdot a}\\
\end{array}
\end{array}
if b < -2.3000000000000002e132Initial program 47.3%
Applied rewrites47.3%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6492.9
Applied rewrites92.9%
Taylor expanded in b around -inf
lower-/.f6492.9
Applied rewrites92.9%
if -2.3000000000000002e132 < b < 9.59999999999999947e70Initial program 85.8%
Taylor expanded in b around -inf
associate-*r*N/A
mul-1-negN/A
lower-*.f64N/A
lower-neg.f64N/A
+-commutativeN/A
associate-*r/N/A
unpow2N/A
times-fracN/A
lower-fma.f64N/A
lower-/.f64N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f6466.1
Applied rewrites66.1%
Taylor expanded in a around 0
Applied rewrites66.1%
Taylor expanded in a around 0
Applied rewrites85.8%
if 9.59999999999999947e70 < b Initial program 58.7%
Taylor expanded in b around -inf
associate-*r*N/A
mul-1-negN/A
lower-*.f64N/A
lower-neg.f64N/A
+-commutativeN/A
associate-*r/N/A
unpow2N/A
times-fracN/A
lower-fma.f64N/A
lower-/.f64N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f6458.7
Applied rewrites58.7%
Taylor expanded in a around 0
Applied rewrites58.7%
Taylor expanded in a 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%
Final simplification89.6%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (* (fma a (/ c b) (- b)) 2.0))
(t_1 (- (sqrt (fma -4.0 (* a c) (* b b))) b)))
(if (<= b -2.3e+132)
(if (>= b 0.0) (* (/ 1.0 b) c) (/ (- (- b) b) (* 2.0 a)))
(if (<= b 4.8e-130)
(if (>= b 0.0) (* (/ c t_1) -2.0) (* (/ t_1 a) 0.5))
(if (>= b 0.0) (/ (* 2.0 c) t_0) (/ t_0 (* 2.0 a)))))))
double code(double a, double b, double c) {
double t_0 = fma(a, (c / b), -b) * 2.0;
double t_1 = sqrt(fma(-4.0, (a * c), (b * b))) - b;
double tmp_1;
if (b <= -2.3e+132) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (1.0 / b) * c;
} else {
tmp_2 = (-b - b) / (2.0 * a);
}
tmp_1 = tmp_2;
} else if (b <= 4.8e-130) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (c / t_1) * -2.0;
} else {
tmp_3 = (t_1 / a) * 0.5;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (2.0 * c) / t_0;
} else {
tmp_1 = t_0 / (2.0 * a);
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(fma(a, Float64(c / b), Float64(-b)) * 2.0) t_1 = Float64(sqrt(fma(-4.0, Float64(a * c), Float64(b * b))) - b) tmp_1 = 0.0 if (b <= -2.3e+132) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(1.0 / b) * c); else tmp_2 = Float64(Float64(Float64(-b) - b) / Float64(2.0 * a)); end tmp_1 = tmp_2; elseif (b <= 4.8e-130) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(c / t_1) * -2.0); else tmp_3 = Float64(Float64(t_1 / a) * 0.5); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * c) / t_0); else tmp_1 = Float64(t_0 / Float64(2.0 * a)); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(a * N[(c / b), $MachinePrecision] + (-b)), $MachinePrecision] * 2.0), $MachinePrecision]}, Block[{t$95$1 = N[(N[Sqrt[N[(-4.0 * N[(a * c), $MachinePrecision] + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision]}, If[LessEqual[b, -2.3e+132], If[GreaterEqual[b, 0.0], N[(N[(1.0 / b), $MachinePrecision] * c), $MachinePrecision], N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 4.8e-130], If[GreaterEqual[b, 0.0], N[(N[(c / t$95$1), $MachinePrecision] * -2.0), $MachinePrecision], N[(N[(t$95$1 / a), $MachinePrecision] * 0.5), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / t$95$0), $MachinePrecision], N[(t$95$0 / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(a, \frac{c}{b}, -b\right) \cdot 2\\
t_1 := \sqrt{\mathsf{fma}\left(-4, a \cdot c, b \cdot b\right)} - b\\
\mathbf{if}\;b \leq -2.3 \cdot 10^{+132}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{1}{b} \cdot c\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \leq 4.8 \cdot 10^{-130}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{c}{t\_1} \cdot -2\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_1}{a} \cdot 0.5\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{t\_0}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0}{2 \cdot a}\\
\end{array}
\end{array}
if b < -2.3000000000000002e132Initial program 47.3%
Applied rewrites47.3%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6492.9
Applied rewrites92.9%
Taylor expanded in b around -inf
lower-/.f6492.9
Applied rewrites92.9%
if -2.3000000000000002e132 < b < 4.79999999999999993e-130Initial program 85.6%
Applied rewrites85.4%
Taylor expanded in a around 0
Applied rewrites85.4%
if 4.79999999999999993e-130 < b Initial program 69.4%
Taylor expanded in b around -inf
associate-*r*N/A
mul-1-negN/A
lower-*.f64N/A
lower-neg.f64N/A
+-commutativeN/A
associate-*r/N/A
unpow2N/A
times-fracN/A
lower-fma.f64N/A
lower-/.f64N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f6469.4
Applied rewrites69.4%
Taylor expanded in a around 0
Applied rewrites69.4%
Taylor expanded in a 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.f6483.6
Applied rewrites83.6%
Final simplification86.7%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (* (fma a (/ c b) (- b)) 2.0)) (t_1 (/ t_0 (* 2.0 a))))
(if (<= b 4.8e-130)
(if (>= b 0.0) (/ (* (- c) 2.0) (+ (sqrt (* (* a c) -4.0)) b)) t_1)
(if (>= b 0.0) (/ (* 2.0 c) t_0) t_1))))
double code(double a, double b, double c) {
double t_0 = fma(a, (c / b), -b) * 2.0;
double t_1 = t_0 / (2.0 * a);
double tmp_1;
if (b <= 4.8e-130) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (-c * 2.0) / (sqrt(((a * c) * -4.0)) + b);
} else {
tmp_2 = t_1;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (2.0 * c) / t_0;
} else {
tmp_1 = t_1;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(fma(a, Float64(c / b), Float64(-b)) * 2.0) t_1 = Float64(t_0 / Float64(2.0 * a)) tmp_1 = 0.0 if (b <= 4.8e-130) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(Float64(-c) * 2.0) / Float64(sqrt(Float64(Float64(a * c) * -4.0)) + b)); else tmp_2 = t_1; end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * c) / t_0); else tmp_1 = t_1; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(a * N[(c / b), $MachinePrecision] + (-b)), $MachinePrecision] * 2.0), $MachinePrecision]}, Block[{t$95$1 = N[(t$95$0 / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, 4.8e-130], 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], t$95$1], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / t$95$0), $MachinePrecision], t$95$1]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(a, \frac{c}{b}, -b\right) \cdot 2\\
t_1 := \frac{t\_0}{2 \cdot a}\\
\mathbf{if}\;b \leq 4.8 \cdot 10^{-130}:\\
\;\;\;\;\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}:\\
\;\;\;\;t\_1\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{t\_0}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}
\end{array}
if b < 4.79999999999999993e-130Initial program 70.4%
Taylor expanded in b around -inf
associate-*r*N/A
mul-1-negN/A
lower-*.f64N/A
lower-neg.f64N/A
+-commutativeN/A
associate-*r/N/A
unpow2N/A
times-fracN/A
lower-fma.f64N/A
lower-/.f64N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f6472.3
Applied rewrites72.3%
Taylor expanded in a around 0
Applied rewrites72.3%
Taylor expanded in a around inf
*-commutativeN/A
lower-*.f64N/A
lower-*.f6472.3
Applied rewrites72.3%
if 4.79999999999999993e-130 < b Initial program 69.4%
Taylor expanded in b around -inf
associate-*r*N/A
mul-1-negN/A
lower-*.f64N/A
lower-neg.f64N/A
+-commutativeN/A
associate-*r/N/A
unpow2N/A
times-fracN/A
lower-fma.f64N/A
lower-/.f64N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f6469.4
Applied rewrites69.4%
Taylor expanded in a around 0
Applied rewrites69.4%
Taylor expanded in a 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.f6483.6
Applied rewrites83.6%
Final simplification76.4%
(FPCore (a b c)
:precision binary64
(if (<= b 3.7e-207)
(if (>= b 0.0) (* (/ (/ b a) c) c) (/ (- (- b) b) (* 2.0 a)))
(if (>= b 0.0)
(/ (* 2.0 c) (* -2.0 b))
(* (sqrt (/ c a)) (- (sqrt -1.0))))))
double code(double a, double b, double c) {
double tmp_1;
if (b <= 3.7e-207) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = ((b / a) / c) * c;
} else {
tmp_2 = (-b - b) / (2.0 * a);
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (2.0 * c) / (-2.0 * b);
} else {
tmp_1 = sqrt((c / a)) * -sqrt(-1.0);
}
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) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
if (b <= 3.7d-207) then
if (b >= 0.0d0) then
tmp_2 = ((b / a) / c) * c
else
tmp_2 = (-b - b) / (2.0d0 * a)
end if
tmp_1 = tmp_2
else if (b >= 0.0d0) then
tmp_1 = (2.0d0 * c) / ((-2.0d0) * b)
else
tmp_1 = sqrt((c / a)) * -sqrt((-1.0d0))
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double tmp_1;
if (b <= 3.7e-207) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = ((b / a) / c) * c;
} else {
tmp_2 = (-b - b) / (2.0 * a);
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (2.0 * c) / (-2.0 * b);
} else {
tmp_1 = Math.sqrt((c / a)) * -Math.sqrt(-1.0);
}
return tmp_1;
}
def code(a, b, c): tmp_1 = 0 if b <= 3.7e-207: tmp_2 = 0 if b >= 0.0: tmp_2 = ((b / a) / c) * c else: tmp_2 = (-b - b) / (2.0 * a) tmp_1 = tmp_2 elif b >= 0.0: tmp_1 = (2.0 * c) / (-2.0 * b) else: tmp_1 = math.sqrt((c / a)) * -math.sqrt(-1.0) return tmp_1
function code(a, b, c) tmp_1 = 0.0 if (b <= 3.7e-207) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(Float64(b / a) / c) * c); else tmp_2 = Float64(Float64(Float64(-b) - b) / Float64(2.0 * a)); end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * c) / Float64(-2.0 * b)); else tmp_1 = Float64(sqrt(Float64(c / a)) * Float64(-sqrt(-1.0))); end return tmp_1 end
function tmp_4 = code(a, b, c) tmp_2 = 0.0; if (b <= 3.7e-207) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = ((b / a) / c) * c; else tmp_3 = (-b - b) / (2.0 * a); end tmp_2 = tmp_3; elseif (b >= 0.0) tmp_2 = (2.0 * c) / (-2.0 * b); else tmp_2 = sqrt((c / a)) * -sqrt(-1.0); end tmp_4 = tmp_2; end
code[a_, b_, c_] := If[LessEqual[b, 3.7e-207], If[GreaterEqual[b, 0.0], N[(N[(N[(b / a), $MachinePrecision] / c), $MachinePrecision] * c), $MachinePrecision], N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[(-2.0 * b), $MachinePrecision]), $MachinePrecision], N[(N[Sqrt[N[(c / a), $MachinePrecision]], $MachinePrecision] * (-N[Sqrt[-1.0], $MachinePrecision])), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq 3.7 \cdot 10^{-207}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\frac{b}{a}}{c} \cdot c\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\
\mathbf{else}:\\
\;\;\;\;\sqrt{\frac{c}{a}} \cdot \left(-\sqrt{-1}\right)\\
\end{array}
\end{array}
if b < 3.69999999999999984e-207Initial program 70.2%
Applied rewrites70.2%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6472.1
Applied rewrites72.1%
Taylor expanded in a around 0
associate-/r*N/A
lower-/.f64N/A
lower-/.f6462.4
Applied rewrites62.4%
if 3.69999999999999984e-207 < b Initial program 69.8%
Taylor expanded in b around -inf
associate-*r*N/A
mul-1-negN/A
lower-*.f64N/A
lower-neg.f64N/A
+-commutativeN/A
associate-*r/N/A
unpow2N/A
times-fracN/A
lower-fma.f64N/A
lower-/.f64N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f6469.8
Applied rewrites69.8%
Taylor expanded in a around 0
Applied rewrites69.8%
Taylor expanded in a around 0
lower-*.f6478.5
Applied rewrites78.5%
Taylor expanded in a around -inf
mul-1-negN/A
*-commutativeN/A
distribute-lft-neg-inN/A
lower-*.f64N/A
lower-neg.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-/.f6478.5
Applied rewrites78.5%
Final simplification68.7%
(FPCore (a b c) :precision binary64 (let* ((t_0 (* (fma a (/ c b) (- b)) 2.0))) (if (>= b 0.0) (/ (* 2.0 c) t_0) (/ t_0 (* 2.0 a)))))
double code(double a, double b, double c) {
double t_0 = fma(a, (c / b), -b) * 2.0;
double tmp;
if (b >= 0.0) {
tmp = (2.0 * c) / t_0;
} else {
tmp = t_0 / (2.0 * a);
}
return tmp;
}
function code(a, b, c) t_0 = Float64(fma(a, Float64(c / b), Float64(-b)) * 2.0) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(2.0 * c) / t_0); else tmp = Float64(t_0 / Float64(2.0 * a)); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(a * N[(c / b), $MachinePrecision] + (-b)), $MachinePrecision] * 2.0), $MachinePrecision]}, If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / t$95$0), $MachinePrecision], N[(t$95$0 / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(a, \frac{c}{b}, -b\right) \cdot 2\\
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{t\_0}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0}{2 \cdot a}\\
\end{array}
\end{array}
Initial program 70.0%
Taylor expanded in b around -inf
associate-*r*N/A
mul-1-negN/A
lower-*.f64N/A
lower-neg.f64N/A
+-commutativeN/A
associate-*r/N/A
unpow2N/A
times-fracN/A
lower-fma.f64N/A
lower-/.f64N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f6471.2
Applied rewrites71.2%
Taylor expanded in a around 0
Applied rewrites71.3%
Taylor expanded in a 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.f6468.9
Applied rewrites68.9%
Final simplification68.9%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (/ (* 2.0 c) (* -2.0 b)) (/ (* (fma a (/ c b) (- b)) 2.0) (* 2.0 a))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (2.0 * c) / (-2.0 * b);
} else {
tmp = (fma(a, (c / b), -b) * 2.0) / (2.0 * a);
}
return tmp;
}
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(2.0 * c) / Float64(-2.0 * b)); else tmp = Float64(Float64(fma(a, Float64(c / b), Float64(-b)) * 2.0) / Float64(2.0 * a)); end return tmp end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[(-2.0 * b), $MachinePrecision]), $MachinePrecision], N[(N[(N[(a * N[(c / b), $MachinePrecision] + (-b)), $MachinePrecision] * 2.0), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\
\mathbf{else}:\\
\;\;\;\;\frac{\mathsf{fma}\left(a, \frac{c}{b}, -b\right) \cdot 2}{2 \cdot a}\\
\end{array}
\end{array}
Initial program 70.0%
Taylor expanded in b around -inf
associate-*r*N/A
mul-1-negN/A
lower-*.f64N/A
lower-neg.f64N/A
+-commutativeN/A
associate-*r/N/A
unpow2N/A
times-fracN/A
lower-fma.f64N/A
lower-/.f64N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f6471.2
Applied rewrites71.2%
Taylor expanded in a around 0
Applied rewrites71.3%
Taylor expanded in a around 0
lower-*.f6468.7
Applied rewrites68.7%
Final simplification68.7%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (* (/ 2.0 (* -2.0 b)) c) (/ (* (fma a (/ c b) (- b)) 2.0) (* 2.0 a))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (2.0 / (-2.0 * b)) * c;
} else {
tmp = (fma(a, (c / b), -b) * 2.0) / (2.0 * a);
}
return tmp;
}
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(2.0 / Float64(-2.0 * b)) * c); else tmp = Float64(Float64(fma(a, Float64(c / b), Float64(-b)) * 2.0) / Float64(2.0 * a)); end return tmp end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[(N[(2.0 / N[(-2.0 * b), $MachinePrecision]), $MachinePrecision] * c), $MachinePrecision], N[(N[(N[(a * N[(c / b), $MachinePrecision] + (-b)), $MachinePrecision] * 2.0), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2}{-2 \cdot b} \cdot c\\
\mathbf{else}:\\
\;\;\;\;\frac{\mathsf{fma}\left(a, \frac{c}{b}, -b\right) \cdot 2}{2 \cdot a}\\
\end{array}
\end{array}
Initial program 70.0%
Taylor expanded in b around -inf
associate-*r*N/A
mul-1-negN/A
lower-*.f64N/A
lower-neg.f64N/A
+-commutativeN/A
associate-*r/N/A
unpow2N/A
times-fracN/A
lower-fma.f64N/A
lower-/.f64N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f6471.2
Applied rewrites71.2%
Taylor expanded in a around 0
Applied rewrites71.3%
Taylor expanded in a around 0
lower-*.f6468.7
Applied rewrites68.7%
lift-/.f64N/A
lift-*.f64N/A
*-commutativeN/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f6468.6
Applied rewrites68.6%
Final simplification68.6%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (* (/ 1.0 b) c) (/ (- (- b) b) (* 2.0 a))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (1.0 / b) * c;
} else {
tmp = (-b - b) / (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) :: tmp
if (b >= 0.0d0) then
tmp = (1.0d0 / b) * c
else
tmp = (-b - b) / (2.0d0 * a)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (1.0 / b) * c;
} else {
tmp = (-b - b) / (2.0 * a);
}
return tmp;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = (1.0 / b) * c else: tmp = (-b - b) / (2.0 * a) return tmp
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(1.0 / b) * c); else tmp = Float64(Float64(Float64(-b) - b) / Float64(2.0 * a)); end return tmp end
function tmp_2 = code(a, b, c) tmp = 0.0; if (b >= 0.0) tmp = (1.0 / b) * c; else tmp = (-b - b) / (2.0 * a); end tmp_2 = tmp; end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[(N[(1.0 / b), $MachinePrecision] * c), $MachinePrecision], N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{1}{b} \cdot c\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\
\end{array}
\end{array}
Initial program 70.0%
Applied rewrites53.8%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6455.0
Applied rewrites55.0%
Taylor expanded in b around -inf
lower-/.f6445.6
Applied rewrites45.6%
Final simplification45.6%
herbie shell --seed 2024295
(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))))