
(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 8 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 (* -4.0 c) a (* b b)))))
(if (<= b -1.4e+69)
(if (>= b 0.0)
(pow (* (/ 0.5 c) (- b t_0)) -1.0)
(/ (* (- b) (fma (/ -2.0 b) (* a (/ c b)) 2.0)) (* 2.0 a)))
(if (<= b 5e+135)
(if (>= b 0.0)
(/ (* (- 2.0) c) (+ b (sqrt (- (* b b) (* (* 4.0 a) c)))))
(- (/ t_0 (* a 2.0)) (/ b (* a 2.0))))
(if (>= b 0.0)
(/ (* 2.0 c) (* 2.0 (fma a (/ c b) (- b))))
(/ (- (- b) b) (* 2.0 a)))))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma((-4.0 * c), a, (b * b)));
double tmp_1;
if (b <= -1.4e+69) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = pow(((0.5 / c) * (b - t_0)), -1.0);
} else {
tmp_2 = (-b * fma((-2.0 / b), (a * (c / b)), 2.0)) / (2.0 * a);
}
tmp_1 = tmp_2;
} else if (b <= 5e+135) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-2.0 * c) / (b + sqrt(((b * b) - ((4.0 * a) * c))));
} else {
tmp_3 = (t_0 / (a * 2.0)) - (b / (a * 2.0));
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (2.0 * c) / (2.0 * fma(a, (c / b), -b));
} else {
tmp_1 = (-b - b) / (2.0 * a);
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(fma(Float64(-4.0 * c), a, Float64(b * b))) tmp_1 = 0.0 if (b <= -1.4e+69) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(0.5 / c) * Float64(b - t_0)) ^ -1.0; else tmp_2 = Float64(Float64(Float64(-b) * fma(Float64(-2.0 / b), Float64(a * Float64(c / b)), 2.0)) / Float64(2.0 * a)); end tmp_1 = tmp_2; elseif (b <= 5e+135) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(Float64(-2.0) * c) / Float64(b + sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c))))); else tmp_3 = Float64(Float64(t_0 / Float64(a * 2.0)) - Float64(b / Float64(a * 2.0))); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * c) / Float64(2.0 * fma(a, Float64(c / b), Float64(-b)))); else tmp_1 = Float64(Float64(Float64(-b) - b) / Float64(2.0 * a)); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(-4.0 * c), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -1.4e+69], If[GreaterEqual[b, 0.0], N[Power[N[(N[(0.5 / c), $MachinePrecision] * N[(b - t$95$0), $MachinePrecision]), $MachinePrecision], -1.0], $MachinePrecision], N[(N[((-b) * N[(N[(-2.0 / b), $MachinePrecision] * N[(a * N[(c / b), $MachinePrecision]), $MachinePrecision] + 2.0), $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 5e+135], If[GreaterEqual[b, 0.0], 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], N[(N[(t$95$0 / N[(a * 2.0), $MachinePrecision]), $MachinePrecision] - N[(b / N[(a * 2.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[(2.0 * N[(a * N[(c / b), $MachinePrecision] + (-b)), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(-4 \cdot c, a, b \cdot b\right)}\\
\mathbf{if}\;b \leq -1.4 \cdot 10^{+69}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;{\left(\frac{0.5}{c} \cdot \left(b - t\_0\right)\right)}^{-1}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) \cdot \mathsf{fma}\left(\frac{-2}{b}, a \cdot \frac{c}{b}, 2\right)}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \leq 5 \cdot 10^{+135}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-2\right) \cdot c}{b + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0}{a \cdot 2} - \frac{b}{a \cdot 2}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{2 \cdot \mathsf{fma}\left(a, \frac{c}{b}, -b\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\
\end{array}
\end{array}
if b < -1.39999999999999991e69Initial program 58.7%
Applied rewrites58.7%
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-/.f6494.4
Applied rewrites94.4%
if -1.39999999999999991e69 < b < 5.00000000000000029e135Initial program 89.1%
lift-sqrt.f64N/A
lift--.f64N/A
flip--N/A
clear-numN/A
sqrt-divN/A
metadata-evalN/A
lower-/.f64N/A
lower-sqrt.f64N/A
clear-numN/A
flip--N/A
lift--.f64N/A
Applied rewrites88.6%
lift-/.f64N/A
lift-+.f64N/A
+-commutativeN/A
lift-/.f64N/A
lift-sqrt.f64N/A
lift-/.f64N/A
sqrt-divN/A
metadata-evalN/A
lift-sqrt.f64N/A
remove-double-divN/A
lift-neg.f64N/A
sub-negN/A
div-subN/A
lower--.f64N/A
Applied rewrites89.2%
if 5.00000000000000029e135 < b Initial program 44.4%
Taylor expanded in a around 0
+-commutativeN/A
associate-/l*N/A
associate-*r*N/A
lower-fma.f64N/A
lower-*.f64N/A
lower-/.f64100.0
Applied rewrites100.0%
lift-+.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
+-commutativeN/A
lift-neg.f64N/A
sub-negN/A
lift--.f64100.0
Applied rewrites100.0%
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.f64100.0
Applied rewrites100.0%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64100.0
Applied rewrites100.0%
Final simplification92.5%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (- (* b b) (* (* 4.0 a) c)))))
(if (<= b -1.2e+69)
(if (>= b 0.0)
(pow (* (/ 0.5 c) (- b (sqrt (fma (* -4.0 c) a (* b b))))) -1.0)
(/ (* (- b) (fma (/ -2.0 b) (* a (/ c b)) 2.0)) (* 2.0 a)))
(if (<= b 5e+135)
(if (>= b 0.0) (/ (* (- 2.0) c) (+ b t_0)) (/ (+ (- b) t_0) (* 2.0 a)))
(if (>= b 0.0)
(/ (* 2.0 c) (* 2.0 (fma a (/ c b) (- b))))
(/ (- (- b) b) (* 2.0 a)))))))
double code(double a, double b, double c) {
double t_0 = sqrt(((b * b) - ((4.0 * a) * c)));
double tmp_1;
if (b <= -1.2e+69) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = pow(((0.5 / c) * (b - sqrt(fma((-4.0 * c), a, (b * b))))), -1.0);
} else {
tmp_2 = (-b * fma((-2.0 / b), (a * (c / b)), 2.0)) / (2.0 * a);
}
tmp_1 = tmp_2;
} else if (b <= 5e+135) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-2.0 * c) / (b + t_0);
} else {
tmp_3 = (-b + t_0) / (2.0 * a);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (2.0 * c) / (2.0 * fma(a, (c / b), -b));
} else {
tmp_1 = (-b - b) / (2.0 * a);
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c))) tmp_1 = 0.0 if (b <= -1.2e+69) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(0.5 / c) * Float64(b - sqrt(fma(Float64(-4.0 * c), a, Float64(b * b))))) ^ -1.0; else tmp_2 = Float64(Float64(Float64(-b) * fma(Float64(-2.0 / b), Float64(a * Float64(c / b)), 2.0)) / Float64(2.0 * a)); end tmp_1 = tmp_2; elseif (b <= 5e+135) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(Float64(-2.0) * c) / Float64(b + t_0)); else tmp_3 = Float64(Float64(Float64(-b) + t_0) / Float64(2.0 * a)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * c) / Float64(2.0 * fma(a, Float64(c / b), Float64(-b)))); else tmp_1 = Float64(Float64(Float64(-b) - b) / Float64(2.0 * a)); end return tmp_1 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[LessEqual[b, -1.2e+69], If[GreaterEqual[b, 0.0], N[Power[N[(N[(0.5 / c), $MachinePrecision] * N[(b - N[Sqrt[N[(N[(-4.0 * c), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision], -1.0], $MachinePrecision], N[(N[((-b) * N[(N[(-2.0 / b), $MachinePrecision] * N[(a * N[(c / b), $MachinePrecision]), $MachinePrecision] + 2.0), $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 5e+135], 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]], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[(2.0 * N[(a * N[(c / b), $MachinePrecision] + (-b)), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[((-b) - b), $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 \leq -1.2 \cdot 10^{+69}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;{\left(\frac{0.5}{c} \cdot \left(b - \sqrt{\mathsf{fma}\left(-4 \cdot c, a, b \cdot b\right)}\right)\right)}^{-1}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) \cdot \mathsf{fma}\left(\frac{-2}{b}, a \cdot \frac{c}{b}, 2\right)}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \leq 5 \cdot 10^{+135}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-2\right) \cdot c}{b + t\_0}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) + t\_0}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{2 \cdot \mathsf{fma}\left(a, \frac{c}{b}, -b\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\
\end{array}
\end{array}
if b < -1.2000000000000001e69Initial program 58.7%
Applied rewrites58.7%
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-/.f6494.4
Applied rewrites94.4%
if -1.2000000000000001e69 < b < 5.00000000000000029e135Initial program 89.1%
if 5.00000000000000029e135 < b Initial program 44.4%
Taylor expanded in a around 0
+-commutativeN/A
associate-/l*N/A
associate-*r*N/A
lower-fma.f64N/A
lower-*.f64N/A
lower-/.f64100.0
Applied rewrites100.0%
lift-+.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
+-commutativeN/A
lift-neg.f64N/A
sub-negN/A
lift--.f64100.0
Applied rewrites100.0%
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.f64100.0
Applied rewrites100.0%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64100.0
Applied rewrites100.0%
Final simplification92.5%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (- (* b b) (* (* 4.0 a) c))))
(t_1 (/ (- (- b) b) (* 2.0 a))))
(if (<= b -2.1e+69)
(if (>= b 0.0) (* c (/ -1.0 b)) t_1)
(if (<= b 5e+135)
(if (>= b 0.0) (/ (* (- 2.0) c) (+ b t_0)) (/ (+ (- b) t_0) (* 2.0 a)))
(if (>= b 0.0) (/ (* 2.0 c) (* 2.0 (fma a (/ c b) (- b)))) t_1)))))
double code(double a, double b, double c) {
double t_0 = sqrt(((b * b) - ((4.0 * a) * c)));
double t_1 = (-b - b) / (2.0 * a);
double tmp_1;
if (b <= -2.1e+69) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = c * (-1.0 / b);
} else {
tmp_2 = t_1;
}
tmp_1 = tmp_2;
} else if (b <= 5e+135) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-2.0 * c) / (b + t_0);
} else {
tmp_3 = (-b + t_0) / (2.0 * a);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (2.0 * c) / (2.0 * fma(a, (c / b), -b));
} else {
tmp_1 = t_1;
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c))) t_1 = Float64(Float64(Float64(-b) - b) / Float64(2.0 * a)) tmp_1 = 0.0 if (b <= -2.1e+69) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(c * Float64(-1.0 / b)); else tmp_2 = t_1; end tmp_1 = tmp_2; elseif (b <= 5e+135) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(Float64(-2.0) * c) / Float64(b + t_0)); else tmp_3 = Float64(Float64(Float64(-b) + t_0) / Float64(2.0 * a)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * c) / Float64(2.0 * fma(a, Float64(c / b), Float64(-b)))); else tmp_1 = t_1; end return tmp_1 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]}, Block[{t$95$1 = N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, -2.1e+69], If[GreaterEqual[b, 0.0], N[(c * N[(-1.0 / b), $MachinePrecision]), $MachinePrecision], t$95$1], If[LessEqual[b, 5e+135], 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]], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[(2.0 * N[(a * N[(c / b), $MachinePrecision] + (-b)), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], t$95$1]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\\
t_1 := \frac{\left(-b\right) - b}{2 \cdot a}\\
\mathbf{if}\;b \leq -2.1 \cdot 10^{+69}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;c \cdot \frac{-1}{b}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}\\
\mathbf{elif}\;b \leq 5 \cdot 10^{+135}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-2\right) \cdot c}{b + t\_0}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) + t\_0}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{2 \cdot \mathsf{fma}\left(a, \frac{c}{b}, -b\right)}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}
\end{array}
if b < -2.10000000000000015e69Initial program 58.7%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6494.2
Applied rewrites94.2%
lift-/.f64N/A
lift-*.f64N/A
*-commutativeN/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f6494.2
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.f6494.2
Applied rewrites94.2%
Taylor expanded in a around 0
lower-/.f6494.2
Applied rewrites94.2%
lift-+.f64N/A
+-commutativeN/A
lift-neg.f64N/A
unsub-negN/A
lower--.f6494.2
Applied rewrites94.2%
if -2.10000000000000015e69 < b < 5.00000000000000029e135Initial program 89.1%
if 5.00000000000000029e135 < b Initial program 44.4%
Taylor expanded in a around 0
+-commutativeN/A
associate-/l*N/A
associate-*r*N/A
lower-fma.f64N/A
lower-*.f64N/A
lower-/.f64100.0
Applied rewrites100.0%
lift-+.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
+-commutativeN/A
lift-neg.f64N/A
sub-negN/A
lift--.f64100.0
Applied rewrites100.0%
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.f64100.0
Applied rewrites100.0%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64100.0
Applied rewrites100.0%
Final simplification92.4%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (* -4.0 (* a c)))) (t_1 (/ (- (- b) b) (* 2.0 a))))
(if (<= b -4e-89)
(if (>= b 0.0) (* c (/ -1.0 b)) t_1)
(if (<= b -2e-311)
(if (>= b 0.0)
(/ (* 2.0 c) (- (- b) (fma (* -2.0 a) (/ c b) b)))
(/ (+ (- b) t_0) (* 2.0 a)))
(if (<= b 3.9e-126)
(if (>= b 0.0)
(/ (* (- 2.0) c) (+ b t_0))
(/ (+ (- b) (- b)) (* 2.0 a)))
(if (>= b 0.0) (/ (* 2.0 c) (* 2.0 (fma a (/ c b) (- b)))) t_1))))))
double code(double a, double b, double c) {
double t_0 = sqrt((-4.0 * (a * c)));
double t_1 = (-b - b) / (2.0 * a);
double tmp_1;
if (b <= -4e-89) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = c * (-1.0 / b);
} else {
tmp_2 = t_1;
}
tmp_1 = tmp_2;
} else if (b <= -2e-311) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (2.0 * c) / (-b - fma((-2.0 * a), (c / b), b));
} else {
tmp_3 = (-b + t_0) / (2.0 * a);
}
tmp_1 = tmp_3;
} else if (b <= 3.9e-126) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = (-2.0 * c) / (b + t_0);
} else {
tmp_4 = (-b + -b) / (2.0 * a);
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = (2.0 * c) / (2.0 * fma(a, (c / b), -b));
} else {
tmp_1 = t_1;
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(Float64(-4.0 * Float64(a * c))) t_1 = Float64(Float64(Float64(-b) - b) / Float64(2.0 * a)) tmp_1 = 0.0 if (b <= -4e-89) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(c * Float64(-1.0 / b)); else tmp_2 = t_1; end tmp_1 = tmp_2; elseif (b <= -2e-311) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(2.0 * c) / Float64(Float64(-b) - fma(Float64(-2.0 * a), Float64(c / b), b))); else tmp_3 = Float64(Float64(Float64(-b) + t_0) / Float64(2.0 * a)); end tmp_1 = tmp_3; elseif (b <= 3.9e-126) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(Float64(Float64(-2.0) * c) / Float64(b + t_0)); else tmp_4 = Float64(Float64(Float64(-b) + Float64(-b)) / Float64(2.0 * a)); end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * c) / Float64(2.0 * fma(a, Float64(c / b), Float64(-b)))); else tmp_1 = t_1; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(-4.0 * N[(a * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, -4e-89], If[GreaterEqual[b, 0.0], N[(c * N[(-1.0 / b), $MachinePrecision]), $MachinePrecision], t$95$1], If[LessEqual[b, -2e-311], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) - N[(N[(-2.0 * a), $MachinePrecision] * N[(c / b), $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[((-b) + t$95$0), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 3.9e-126], If[GreaterEqual[b, 0.0], N[(N[((-2.0) * c), $MachinePrecision] / N[(b + t$95$0), $MachinePrecision]), $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 * N[(a * N[(c / b), $MachinePrecision] + (-b)), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], t$95$1]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{-4 \cdot \left(a \cdot c\right)}\\
t_1 := \frac{\left(-b\right) - b}{2 \cdot a}\\
\mathbf{if}\;b \leq -4 \cdot 10^{-89}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;c \cdot \frac{-1}{b}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}\\
\mathbf{elif}\;b \leq -2 \cdot 10^{-311}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \mathsf{fma}\left(-2 \cdot a, \frac{c}{b}, b\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) + t\_0}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \leq 3.9 \cdot 10^{-126}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-2\right) \cdot c}{b + t\_0}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{2 \cdot \mathsf{fma}\left(a, \frac{c}{b}, -b\right)}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}
\end{array}
if b < -4.00000000000000015e-89Initial program 72.0%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6483.6
Applied rewrites83.6%
lift-/.f64N/A
lift-*.f64N/A
*-commutativeN/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f6483.6
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.f6483.6
Applied rewrites83.6%
Taylor expanded in a around 0
lower-/.f6483.6
Applied rewrites83.6%
lift-+.f64N/A
+-commutativeN/A
lift-neg.f64N/A
unsub-negN/A
lower--.f6483.6
Applied rewrites83.6%
if -4.00000000000000015e-89 < b < -1.9999999999999e-311Initial program 78.9%
Taylor expanded in a around 0
+-commutativeN/A
associate-/l*N/A
associate-*r*N/A
lower-fma.f64N/A
lower-*.f64N/A
lower-/.f6478.9
Applied rewrites78.9%
Taylor expanded in a around inf
lower-*.f64N/A
lower-*.f6475.0
Applied rewrites75.0%
if -1.9999999999999e-311 < b < 3.8999999999999998e-126Initial program 85.3%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6485.3
Applied rewrites85.3%
Taylor expanded in a around inf
lower-*.f64N/A
lower-*.f6485.3
Applied rewrites85.3%
if 3.8999999999999998e-126 < b Initial program 69.0%
Taylor expanded in a around 0
+-commutativeN/A
associate-/l*N/A
associate-*r*N/A
lower-fma.f64N/A
lower-*.f64N/A
lower-/.f6491.5
Applied rewrites91.5%
lift-+.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
+-commutativeN/A
lift-neg.f64N/A
sub-negN/A
lift--.f6491.5
Applied rewrites91.5%
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.f6491.5
Applied rewrites91.5%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6491.5
Applied rewrites91.5%
Final simplification85.6%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (fma (* a c) -4.0 (* b b))))
(t_1 (/ (- (- b) b) (* 2.0 a))))
(if (<= b -2.1e+69)
(if (>= b 0.0) (* c (/ -1.0 b)) t_1)
(if (<= b 5e+135)
(if (>= b 0.0) (/ (* -2.0 c) (+ t_0 b)) (* (/ (- t_0 b) a) 0.5))
(if (>= b 0.0) (/ (* 2.0 c) (* 2.0 (fma a (/ c b) (- b)))) t_1)))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma((a * c), -4.0, (b * b)));
double t_1 = (-b - b) / (2.0 * a);
double tmp_1;
if (b <= -2.1e+69) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = c * (-1.0 / b);
} else {
tmp_2 = t_1;
}
tmp_1 = tmp_2;
} else if (b <= 5e+135) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-2.0 * c) / (t_0 + b);
} else {
tmp_3 = ((t_0 - b) / a) * 0.5;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (2.0 * c) / (2.0 * fma(a, (c / b), -b));
} else {
tmp_1 = t_1;
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(fma(Float64(a * c), -4.0, Float64(b * b))) t_1 = Float64(Float64(Float64(-b) - b) / Float64(2.0 * a)) tmp_1 = 0.0 if (b <= -2.1e+69) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(c * Float64(-1.0 / b)); else tmp_2 = t_1; end tmp_1 = tmp_2; elseif (b <= 5e+135) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(-2.0 * c) / Float64(t_0 + b)); else tmp_3 = Float64(Float64(Float64(t_0 - b) / a) * 0.5); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * c) / Float64(2.0 * fma(a, Float64(c / b), Float64(-b)))); else tmp_1 = t_1; 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]}, Block[{t$95$1 = N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, -2.1e+69], If[GreaterEqual[b, 0.0], N[(c * N[(-1.0 / b), $MachinePrecision]), $MachinePrecision], t$95$1], If[LessEqual[b, 5e+135], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[(t$95$0 + b), $MachinePrecision]), $MachinePrecision], N[(N[(N[(t$95$0 - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[(2.0 * N[(a * N[(c / b), $MachinePrecision] + (-b)), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], t$95$1]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(a \cdot c, -4, b \cdot b\right)}\\
t_1 := \frac{\left(-b\right) - b}{2 \cdot a}\\
\mathbf{if}\;b \leq -2.1 \cdot 10^{+69}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;c \cdot \frac{-1}{b}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}\\
\mathbf{elif}\;b \leq 5 \cdot 10^{+135}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot c}{t\_0 + b}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0 - b}{a} \cdot 0.5\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{2 \cdot \mathsf{fma}\left(a, \frac{c}{b}, -b\right)}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}
\end{array}
if b < -2.10000000000000015e69Initial program 58.7%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6494.2
Applied rewrites94.2%
lift-/.f64N/A
lift-*.f64N/A
*-commutativeN/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f6494.2
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.f6494.2
Applied rewrites94.2%
Taylor expanded in a around 0
lower-/.f6494.2
Applied rewrites94.2%
lift-+.f64N/A
+-commutativeN/A
lift-neg.f64N/A
unsub-negN/A
lower--.f6494.2
Applied rewrites94.2%
if -2.10000000000000015e69 < b < 5.00000000000000029e135Initial program 89.1%
Taylor expanded in a around 0
+-commutativeN/A
associate-/l*N/A
associate-*r*N/A
lower-fma.f64N/A
lower-*.f64N/A
lower-/.f6471.7
Applied rewrites71.7%
lift-+.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
+-commutativeN/A
lift-neg.f64N/A
sub-negN/A
lift--.f6471.7
Applied rewrites71.7%
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.f6471.7
Applied rewrites71.7%
Taylor expanded in a around 0
Applied rewrites89.1%
if 5.00000000000000029e135 < b Initial program 44.4%
Taylor expanded in a around 0
+-commutativeN/A
associate-/l*N/A
associate-*r*N/A
lower-fma.f64N/A
lower-*.f64N/A
lower-/.f64100.0
Applied rewrites100.0%
lift-+.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
+-commutativeN/A
lift-neg.f64N/A
sub-negN/A
lift--.f64100.0
Applied rewrites100.0%
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.f64100.0
Applied rewrites100.0%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64100.0
Applied rewrites100.0%
(FPCore (a b c)
:precision binary64
(if (<= b 3.9e-126)
(if (>= b 0.0)
(/ (* (- 2.0) c) (+ b (sqrt (* -4.0 (* a c)))))
(/ (+ (- b) (- b)) (* 2.0 a)))
(if (>= b 0.0)
(/ (* 2.0 c) (* 2.0 (fma a (/ c b) (- b))))
(/ (- (- b) b) (* 2.0 a)))))
double code(double a, double b, double c) {
double tmp_1;
if (b <= 3.9e-126) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (-2.0 * c) / (b + sqrt((-4.0 * (a * 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 * fma(a, (c / b), -b));
} else {
tmp_1 = (-b - b) / (2.0 * a);
}
return tmp_1;
}
function code(a, b, c) tmp_1 = 0.0 if (b <= 3.9e-126) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(Float64(-2.0) * c) / Float64(b + sqrt(Float64(-4.0 * Float64(a * c))))); else tmp_2 = Float64(Float64(Float64(-b) + Float64(-b)) / Float64(2.0 * a)); end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * c) / Float64(2.0 * fma(a, Float64(c / b), Float64(-b)))); else tmp_1 = Float64(Float64(Float64(-b) - b) / Float64(2.0 * a)); end return tmp_1 end
code[a_, b_, c_] := If[LessEqual[b, 3.9e-126], If[GreaterEqual[b, 0.0], N[(N[((-2.0) * c), $MachinePrecision] / N[(b + N[Sqrt[N[(-4.0 * N[(a * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $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 * N[(a * N[(c / b), $MachinePrecision] + (-b)), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq 3.9 \cdot 10^{-126}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-2\right) \cdot c}{b + \sqrt{-4 \cdot \left(a \cdot c\right)}}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{2 \cdot \mathsf{fma}\left(a, \frac{c}{b}, -b\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\
\end{array}
\end{array}
if b < 3.8999999999999998e-126Initial program 75.5%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6471.4
Applied rewrites71.4%
Taylor expanded in a around inf
lower-*.f64N/A
lower-*.f6471.4
Applied rewrites71.4%
if 3.8999999999999998e-126 < b Initial program 69.0%
Taylor expanded in a around 0
+-commutativeN/A
associate-/l*N/A
associate-*r*N/A
lower-fma.f64N/A
lower-*.f64N/A
lower-/.f6491.5
Applied rewrites91.5%
lift-+.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
+-commutativeN/A
lift-neg.f64N/A
sub-negN/A
lift--.f6491.5
Applied rewrites91.5%
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.f6491.5
Applied rewrites91.5%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6491.5
Applied rewrites91.5%
Final simplification78.7%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (/ (* 2.0 c) (* 2.0 (fma a (/ c b) (- b)))) (/ (- (- b) b) (* 2.0 a))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (2.0 * c) / (2.0 * fma(a, (c / b), -b));
} else {
tmp = (-b - b) / (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 * fma(a, Float64(c / b), Float64(-b)))); else tmp = Float64(Float64(Float64(-b) - b) / 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 * N[(a * N[(c / b), $MachinePrecision] + (-b)), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{2 \cdot \mathsf{fma}\left(a, \frac{c}{b}, -b\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\
\end{array}
\end{array}
Initial program 73.1%
Taylor expanded in a around 0
+-commutativeN/A
associate-/l*N/A
associate-*r*N/A
lower-fma.f64N/A
lower-*.f64N/A
lower-/.f6473.4
Applied rewrites73.4%
lift-+.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
+-commutativeN/A
lift-neg.f64N/A
sub-negN/A
lift--.f6473.4
Applied rewrites73.4%
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.f6473.4
Applied rewrites73.4%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6470.8
Applied rewrites70.8%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (* c (/ -1.0 b)) (/ (- (- b) b) (* 2.0 a))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = c * (-1.0 / b);
} 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 = c * ((-1.0d0) / b)
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 = c * (-1.0 / b);
} else {
tmp = (-b - b) / (2.0 * a);
}
return tmp;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = c * (-1.0 / b) else: tmp = (-b - b) / (2.0 * a) return tmp
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(c * Float64(-1.0 / b)); 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 = c * (-1.0 / b); else tmp = (-b - b) / (2.0 * a); end tmp_2 = tmp; end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[(c * N[(-1.0 / b), $MachinePrecision]), $MachinePrecision], N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;c \cdot \frac{-1}{b}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\
\end{array}
\end{array}
Initial program 73.1%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6470.6
Applied rewrites70.6%
lift-/.f64N/A
lift-*.f64N/A
*-commutativeN/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f6470.5
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.f6470.5
Applied rewrites70.5%
Taylor expanded in a around 0
lower-/.f6470.3
Applied rewrites70.3%
lift-+.f64N/A
+-commutativeN/A
lift-neg.f64N/A
unsub-negN/A
lower--.f6470.3
Applied rewrites70.3%
herbie shell --seed 2024313
(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))))