
(FPCore (a b c) :precision binary64 (let* ((t_0 (sqrt (- (* b b) (* (* 4.0 a) c))))) (if (>= b 0.0) (/ (- (- b) t_0) (* 2.0 a)) (/ (* 2.0 c) (+ (- b) t_0)))))
double code(double a, double b, double c) {
double t_0 = sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (-b - t_0) / (2.0 * a);
} else {
tmp = (2.0 * c) / (-b + t_0);
}
return tmp;
}
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 = (-b - t_0) / (2.0d0 * a)
else
tmp = (2.0d0 * c) / (-b + t_0)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double t_0 = Math.sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (-b - t_0) / (2.0 * a);
} else {
tmp = (2.0 * c) / (-b + t_0);
}
return tmp;
}
def code(a, b, c): t_0 = math.sqrt(((b * b) - ((4.0 * a) * c))) tmp = 0 if b >= 0.0: tmp = (-b - t_0) / (2.0 * a) else: tmp = (2.0 * c) / (-b + t_0) return tmp
function code(a, b, c) t_0 = sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c))) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(Float64(-b) - t_0) / Float64(2.0 * a)); else tmp = Float64(Float64(2.0 * c) / Float64(Float64(-b) + t_0)); end return tmp end
function tmp_2 = code(a, b, c) t_0 = sqrt(((b * b) - ((4.0 * a) * c))); tmp = 0.0; if (b >= 0.0) tmp = (-b - t_0) / (2.0 * a); else tmp = (2.0 * c) / (-b + t_0); end tmp_2 = tmp; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[GreaterEqual[b, 0.0], N[(N[((-b) - t$95$0), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) + t$95$0), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\\
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-b\right) - t\_0}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) + t\_0}\\
\end{array}
\end{array}
Sampling outcomes in binary64 precision:
Herbie found 9 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (a b c) :precision binary64 (let* ((t_0 (sqrt (- (* b b) (* (* 4.0 a) c))))) (if (>= b 0.0) (/ (- (- b) t_0) (* 2.0 a)) (/ (* 2.0 c) (+ (- b) t_0)))))
double code(double a, double b, double c) {
double t_0 = sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (-b - t_0) / (2.0 * a);
} else {
tmp = (2.0 * c) / (-b + t_0);
}
return tmp;
}
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 = (-b - t_0) / (2.0d0 * a)
else
tmp = (2.0d0 * c) / (-b + t_0)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double t_0 = Math.sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (-b - t_0) / (2.0 * a);
} else {
tmp = (2.0 * c) / (-b + t_0);
}
return tmp;
}
def code(a, b, c): t_0 = math.sqrt(((b * b) - ((4.0 * a) * c))) tmp = 0 if b >= 0.0: tmp = (-b - t_0) / (2.0 * a) else: tmp = (2.0 * c) / (-b + t_0) return tmp
function code(a, b, c) t_0 = sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c))) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(Float64(-b) - t_0) / Float64(2.0 * a)); else tmp = Float64(Float64(2.0 * c) / Float64(Float64(-b) + t_0)); end return tmp end
function tmp_2 = code(a, b, c) t_0 = sqrt(((b * b) - ((4.0 * a) * c))); tmp = 0.0; if (b >= 0.0) tmp = (-b - t_0) / (2.0 * a); else tmp = (2.0 * c) / (-b + t_0); end tmp_2 = tmp; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[GreaterEqual[b, 0.0], N[(N[((-b) - t$95$0), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) + t$95$0), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\\
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-b\right) - t\_0}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) + t\_0}\\
\end{array}
\end{array}
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (- (* b b) (* (* 4.0 a) c))))
(t_1 (/ (* 2.0 c) (+ (- b) (- b)))))
(if (<= b -5.3e+116)
(if (>= b 0.0) (/ (- b) a) t_1)
(if (<= b 1.3e+61)
(if (>= b 0.0) (/ (+ b t_0) (* 2.0 (- a))) (/ (* 2.0 c) (+ (- b) t_0)))
(if (>= b 0.0) (/ (fma a (/ c b) (- b)) a) t_1)))))
double code(double a, double b, double c) {
double t_0 = sqrt(((b * b) - ((4.0 * a) * c)));
double t_1 = (2.0 * c) / (-b + -b);
double tmp_1;
if (b <= -5.3e+116) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = t_1;
}
tmp_1 = tmp_2;
} else if (b <= 1.3e+61) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (b + t_0) / (2.0 * -a);
} else {
tmp_3 = (2.0 * c) / (-b + t_0);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = fma(a, (c / b), -b) / a;
} 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(2.0 * c) / Float64(Float64(-b) + Float64(-b))) tmp_1 = 0.0 if (b <= -5.3e+116) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = t_1; end tmp_1 = tmp_2; elseif (b <= 1.3e+61) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(b + t_0) / Float64(2.0 * Float64(-a))); else tmp_3 = Float64(Float64(2.0 * c) / Float64(Float64(-b) + t_0)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(fma(a, Float64(c / b), Float64(-b)) / a); 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[(2.0 * c), $MachinePrecision] / N[((-b) + (-b)), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, -5.3e+116], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], t$95$1], If[LessEqual[b, 1.3e+61], If[GreaterEqual[b, 0.0], N[(N[(b + t$95$0), $MachinePrecision] / N[(2.0 * (-a)), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) + t$95$0), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(a * N[(c / b), $MachinePrecision] + (-b)), $MachinePrecision] / a), $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{2 \cdot c}{\left(-b\right) + \left(-b\right)}\\
\mathbf{if}\;b \leq -5.3 \cdot 10^{+116}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}\\
\mathbf{elif}\;b \leq 1.3 \cdot 10^{+61}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{b + t\_0}{2 \cdot \left(-a\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) + t\_0}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{\mathsf{fma}\left(a, \frac{c}{b}, -b\right)}{a}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}
\end{array}
if b < -5.3000000000000002e116Initial program 46.8%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6494.2
Applied rewrites94.2%
Taylor expanded in a around 0
unpow2N/A
lower-*.f6494.2
Applied rewrites94.2%
Taylor expanded in a around 0
associate-*r/N/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6494.2
Applied rewrites94.2%
if -5.3000000000000002e116 < b < 1.29999999999999986e61Initial program 89.8%
if 1.29999999999999986e61 < b Initial program 65.5%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6465.5
Applied rewrites65.5%
Taylor expanded in a around 0
unpow2N/A
lower-*.f6465.1
Applied rewrites65.1%
Taylor expanded in a around 0
+-commutativeN/A
fp-cancel-sign-sub-invN/A
metadata-evalN/A
*-lft-identityN/A
lower-/.f64N/A
*-lft-identityN/A
metadata-evalN/A
fp-cancel-sign-sub-invN/A
associate-/l*N/A
lower-fma.f64N/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6493.1
Applied rewrites93.1%
Final simplification91.5%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (* 2.0 c) (+ (- b) (- b)))) (t_1 (sqrt (* -4.0 (* c a)))))
(if (<= b -3.7e-18)
(if (>= b 0.0) (/ (- b) a) t_0)
(if (<= b -2.55e-298)
(if (>= b 0.0)
(* (- (/ (/ c b) b) (pow a -1.0)) b)
(/ (* 2.0 c) (+ (- b) t_1)))
(if (<= b 5.5e-31)
(if (>= b 0.0) (/ (+ b t_1) (* 2.0 (- a))) t_0)
(if (>= b 0.0) (/ (fma a (/ c b) (- b)) a) t_0))))))
double code(double a, double b, double c) {
double t_0 = (2.0 * c) / (-b + -b);
double t_1 = sqrt((-4.0 * (c * a)));
double tmp_1;
if (b <= -3.7e-18) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b <= -2.55e-298) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (((c / b) / b) - pow(a, -1.0)) * b;
} else {
tmp_3 = (2.0 * c) / (-b + t_1);
}
tmp_1 = tmp_3;
} else if (b <= 5.5e-31) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = (b + t_1) / (2.0 * -a);
} else {
tmp_4 = t_0;
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = fma(a, (c / b), -b) / a;
} else {
tmp_1 = t_0;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(2.0 * c) / Float64(Float64(-b) + Float64(-b))) t_1 = sqrt(Float64(-4.0 * Float64(c * a))) tmp_1 = 0.0 if (b <= -3.7e-18) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = t_0; end tmp_1 = tmp_2; elseif (b <= -2.55e-298) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(Float64(Float64(c / b) / b) - (a ^ -1.0)) * b); else tmp_3 = Float64(Float64(2.0 * c) / Float64(Float64(-b) + t_1)); end tmp_1 = tmp_3; elseif (b <= 5.5e-31) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(Float64(b + t_1) / Float64(2.0 * Float64(-a))); else tmp_4 = t_0; end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = Float64(fma(a, Float64(c / b), Float64(-b)) / a); else tmp_1 = t_0; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(2.0 * c), $MachinePrecision] / N[((-b) + (-b)), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[Sqrt[N[(-4.0 * N[(c * a), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -3.7e-18], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], t$95$0], If[LessEqual[b, -2.55e-298], If[GreaterEqual[b, 0.0], N[(N[(N[(N[(c / b), $MachinePrecision] / b), $MachinePrecision] - N[Power[a, -1.0], $MachinePrecision]), $MachinePrecision] * b), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) + t$95$1), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 5.5e-31], If[GreaterEqual[b, 0.0], N[(N[(b + t$95$1), $MachinePrecision] / N[(2.0 * (-a)), $MachinePrecision]), $MachinePrecision], t$95$0], If[GreaterEqual[b, 0.0], N[(N[(a * N[(c / b), $MachinePrecision] + (-b)), $MachinePrecision] / a), $MachinePrecision], t$95$0]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{2 \cdot c}{\left(-b\right) + \left(-b\right)}\\
t_1 := \sqrt{-4 \cdot \left(c \cdot a\right)}\\
\mathbf{if}\;b \leq -3.7 \cdot 10^{-18}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \leq -2.55 \cdot 10^{-298}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\left(\frac{\frac{c}{b}}{b} - {a}^{-1}\right) \cdot b\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) + t\_1}\\
\end{array}\\
\mathbf{elif}\;b \leq 5.5 \cdot 10^{-31}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{b + t\_1}{2 \cdot \left(-a\right)}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{\mathsf{fma}\left(a, \frac{c}{b}, -b\right)}{a}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < -3.7000000000000003e-18Initial program 66.4%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6490.0
Applied rewrites90.0%
Taylor expanded in a around 0
unpow2N/A
lower-*.f6490.0
Applied rewrites90.0%
Taylor expanded in a around 0
associate-*r/N/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6490.0
Applied rewrites90.0%
if -3.7000000000000003e-18 < b < -2.5500000000000002e-298Initial program 89.3%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f64N/A
lower--.f64N/A
unpow2N/A
associate-/r*N/A
lower-/.f64N/A
lower-/.f64N/A
lower-/.f6489.3
Applied rewrites89.3%
Taylor expanded in a around inf
lower-*.f64N/A
*-commutativeN/A
lower-*.f6476.8
Applied rewrites76.8%
if -2.5500000000000002e-298 < b < 5.49999999999999958e-31Initial program 80.9%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6480.9
Applied rewrites80.9%
Taylor expanded in a around inf
lower-*.f64N/A
*-commutativeN/A
lower-*.f6473.6
Applied rewrites73.6%
if 5.49999999999999958e-31 < b Initial program 72.9%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6472.9
Applied rewrites72.9%
Taylor expanded in a around 0
unpow2N/A
lower-*.f6464.3
Applied rewrites64.3%
Taylor expanded in a around 0
+-commutativeN/A
fp-cancel-sign-sub-invN/A
metadata-evalN/A
*-lft-identityN/A
lower-/.f64N/A
*-lft-identityN/A
metadata-evalN/A
fp-cancel-sign-sub-invN/A
associate-/l*N/A
lower-fma.f64N/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6485.4
Applied rewrites85.4%
Final simplification83.2%
(FPCore (a b c)
:precision binary64
(if (<= b -3.7e-18)
(if (>= b 0.0) (/ (- b) a) (/ (* 2.0 c) (+ (- b) (- b))))
(if (>= b 0.0)
(* (- (/ (/ c b) b) (pow a -1.0)) b)
(/ (* 2.0 c) (+ (- b) (sqrt (* -4.0 (* c a))))))))
double code(double a, double b, double c) {
double tmp_1;
if (b <= -3.7e-18) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = (2.0 * c) / (-b + -b);
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (((c / b) / b) - pow(a, -1.0)) * b;
} else {
tmp_1 = (2.0 * c) / (-b + sqrt((-4.0 * (c * a))));
}
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-18)) then
if (b >= 0.0d0) then
tmp_2 = -b / a
else
tmp_2 = (2.0d0 * c) / (-b + -b)
end if
tmp_1 = tmp_2
else if (b >= 0.0d0) then
tmp_1 = (((c / b) / b) - (a ** (-1.0d0))) * b
else
tmp_1 = (2.0d0 * c) / (-b + sqrt(((-4.0d0) * (c * a))))
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double tmp_1;
if (b <= -3.7e-18) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = (2.0 * c) / (-b + -b);
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (((c / b) / b) - Math.pow(a, -1.0)) * b;
} else {
tmp_1 = (2.0 * c) / (-b + Math.sqrt((-4.0 * (c * a))));
}
return tmp_1;
}
def code(a, b, c): tmp_1 = 0 if b <= -3.7e-18: tmp_2 = 0 if b >= 0.0: tmp_2 = -b / a else: tmp_2 = (2.0 * c) / (-b + -b) tmp_1 = tmp_2 elif b >= 0.0: tmp_1 = (((c / b) / b) - math.pow(a, -1.0)) * b else: tmp_1 = (2.0 * c) / (-b + math.sqrt((-4.0 * (c * a)))) return tmp_1
function code(a, b, c) tmp_1 = 0.0 if (b <= -3.7e-18) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = Float64(Float64(2.0 * c) / Float64(Float64(-b) + Float64(-b))); end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = Float64(Float64(Float64(Float64(c / b) / b) - (a ^ -1.0)) * b); else tmp_1 = Float64(Float64(2.0 * c) / Float64(Float64(-b) + sqrt(Float64(-4.0 * Float64(c * a))))); end return tmp_1 end
function tmp_4 = code(a, b, c) tmp_2 = 0.0; if (b <= -3.7e-18) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = -b / a; else tmp_3 = (2.0 * c) / (-b + -b); end tmp_2 = tmp_3; elseif (b >= 0.0) tmp_2 = (((c / b) / b) - (a ^ -1.0)) * b; else tmp_2 = (2.0 * c) / (-b + sqrt((-4.0 * (c * a)))); end tmp_4 = tmp_2; end
code[a_, b_, c_] := If[LessEqual[b, -3.7e-18], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) + (-b)), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(N[(N[(c / b), $MachinePrecision] / b), $MachinePrecision] - N[Power[a, -1.0], $MachinePrecision]), $MachinePrecision] * b), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) + N[Sqrt[N[(-4.0 * N[(c * a), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq -3.7 \cdot 10^{-18}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) + \left(-b\right)}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\left(\frac{\frac{c}{b}}{b} - {a}^{-1}\right) \cdot b\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) + \sqrt{-4 \cdot \left(c \cdot a\right)}}\\
\end{array}
\end{array}
if b < -3.7000000000000003e-18Initial program 66.4%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6490.0
Applied rewrites90.0%
Taylor expanded in a around 0
unpow2N/A
lower-*.f6490.0
Applied rewrites90.0%
Taylor expanded in a around 0
associate-*r/N/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6490.0
Applied rewrites90.0%
if -3.7000000000000003e-18 < b Initial program 79.1%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f64N/A
lower--.f64N/A
unpow2N/A
associate-/r*N/A
lower-/.f64N/A
lower-/.f64N/A
lower-/.f6469.2
Applied rewrites69.2%
Taylor expanded in a around inf
lower-*.f64N/A
*-commutativeN/A
lower-*.f6466.0
Applied rewrites66.0%
Final simplification73.1%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (* 2.0 c) (+ (- b) (- b)))))
(if (<= b -5.3e+116)
(if (>= b 0.0) (/ (- b) a) t_0)
(if (<= b -2.55e-298)
(if (>= b 0.0)
(* (* 2.0 b) (/ -0.5 a))
(/ (* c 2.0) (- (sqrt (fma (* c a) -4.0 (* b b))) b)))
(if (<= b 5.5e-31)
(if (>= b 0.0) (/ (+ b (sqrt (* -4.0 (* c a)))) (* 2.0 (- a))) t_0)
(if (>= b 0.0) (/ (fma a (/ c b) (- b)) a) t_0))))))
double code(double a, double b, double c) {
double t_0 = (2.0 * c) / (-b + -b);
double tmp_1;
if (b <= -5.3e+116) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b <= -2.55e-298) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (2.0 * b) * (-0.5 / a);
} else {
tmp_3 = (c * 2.0) / (sqrt(fma((c * a), -4.0, (b * b))) - b);
}
tmp_1 = tmp_3;
} else if (b <= 5.5e-31) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = (b + sqrt((-4.0 * (c * a)))) / (2.0 * -a);
} else {
tmp_4 = t_0;
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = fma(a, (c / b), -b) / a;
} else {
tmp_1 = t_0;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(2.0 * c) / Float64(Float64(-b) + Float64(-b))) tmp_1 = 0.0 if (b <= -5.3e+116) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = t_0; end tmp_1 = tmp_2; elseif (b <= -2.55e-298) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(2.0 * b) * Float64(-0.5 / a)); else tmp_3 = Float64(Float64(c * 2.0) / Float64(sqrt(fma(Float64(c * a), -4.0, Float64(b * b))) - b)); end tmp_1 = tmp_3; elseif (b <= 5.5e-31) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(Float64(b + sqrt(Float64(-4.0 * Float64(c * a)))) / Float64(2.0 * Float64(-a))); else tmp_4 = t_0; end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = Float64(fma(a, Float64(c / b), Float64(-b)) / a); else tmp_1 = t_0; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(2.0 * c), $MachinePrecision] / N[((-b) + (-b)), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, -5.3e+116], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], t$95$0], If[LessEqual[b, -2.55e-298], If[GreaterEqual[b, 0.0], N[(N[(2.0 * b), $MachinePrecision] * N[(-0.5 / a), $MachinePrecision]), $MachinePrecision], N[(N[(c * 2.0), $MachinePrecision] / N[(N[Sqrt[N[(N[(c * a), $MachinePrecision] * -4.0 + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 5.5e-31], If[GreaterEqual[b, 0.0], N[(N[(b + N[Sqrt[N[(-4.0 * N[(c * a), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(2.0 * (-a)), $MachinePrecision]), $MachinePrecision], t$95$0], If[GreaterEqual[b, 0.0], N[(N[(a * N[(c / b), $MachinePrecision] + (-b)), $MachinePrecision] / a), $MachinePrecision], t$95$0]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{2 \cdot c}{\left(-b\right) + \left(-b\right)}\\
\mathbf{if}\;b \leq -5.3 \cdot 10^{+116}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \leq -2.55 \cdot 10^{-298}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\left(2 \cdot b\right) \cdot \frac{-0.5}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c \cdot 2}{\sqrt{\mathsf{fma}\left(c \cdot a, -4, b \cdot b\right)} - b}\\
\end{array}\\
\mathbf{elif}\;b \leq 5.5 \cdot 10^{-31}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{b + \sqrt{-4 \cdot \left(c \cdot a\right)}}{2 \cdot \left(-a\right)}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{\mathsf{fma}\left(a, \frac{c}{b}, -b\right)}{a}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < -5.3000000000000002e116Initial program 46.8%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6494.2
Applied rewrites94.2%
Taylor expanded in a around 0
unpow2N/A
lower-*.f6494.2
Applied rewrites94.2%
Taylor expanded in a around 0
associate-*r/N/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6494.2
Applied rewrites94.2%
if -5.3000000000000002e116 < b < -2.5500000000000002e-298Initial program 93.3%
Taylor expanded in a around 0
Applied rewrites93.1%
Applied rewrites93.1%
Taylor expanded in a around 0
Applied rewrites93.1%
if -2.5500000000000002e-298 < b < 5.49999999999999958e-31Initial program 80.9%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6480.9
Applied rewrites80.9%
Taylor expanded in a around inf
lower-*.f64N/A
*-commutativeN/A
lower-*.f6473.6
Applied rewrites73.6%
if 5.49999999999999958e-31 < b Initial program 72.9%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6472.9
Applied rewrites72.9%
Taylor expanded in a around 0
unpow2N/A
lower-*.f6464.3
Applied rewrites64.3%
Taylor expanded in a around 0
+-commutativeN/A
fp-cancel-sign-sub-invN/A
metadata-evalN/A
*-lft-identityN/A
lower-/.f64N/A
*-lft-identityN/A
metadata-evalN/A
fp-cancel-sign-sub-invN/A
associate-/l*N/A
lower-fma.f64N/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6485.4
Applied rewrites85.4%
Final simplification87.3%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (fma (* c a) -4.0 (* b b))))
(t_1 (/ (* 2.0 c) (+ (- b) (- b)))))
(if (<= b -5.3e+116)
(if (>= b 0.0) (/ (- b) a) t_1)
(if (<= b 1.3e+61)
(if (>= b 0.0) (* (/ (+ t_0 b) a) -0.5) (/ (* c 2.0) (- t_0 b)))
(if (>= b 0.0) (/ (fma a (/ c b) (- b)) a) t_1)))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma((c * a), -4.0, (b * b)));
double t_1 = (2.0 * c) / (-b + -b);
double tmp_1;
if (b <= -5.3e+116) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = t_1;
}
tmp_1 = tmp_2;
} else if (b <= 1.3e+61) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = ((t_0 + b) / a) * -0.5;
} else {
tmp_3 = (c * 2.0) / (t_0 - b);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = fma(a, (c / b), -b) / a;
} else {
tmp_1 = t_1;
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(fma(Float64(c * a), -4.0, Float64(b * b))) t_1 = Float64(Float64(2.0 * c) / Float64(Float64(-b) + Float64(-b))) tmp_1 = 0.0 if (b <= -5.3e+116) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = t_1; end tmp_1 = tmp_2; elseif (b <= 1.3e+61) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(Float64(t_0 + b) / a) * -0.5); else tmp_3 = Float64(Float64(c * 2.0) / Float64(t_0 - b)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(fma(a, Float64(c / b), Float64(-b)) / a); else tmp_1 = t_1; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(c * a), $MachinePrecision] * -4.0 + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = N[(N[(2.0 * c), $MachinePrecision] / N[((-b) + (-b)), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, -5.3e+116], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], t$95$1], If[LessEqual[b, 1.3e+61], If[GreaterEqual[b, 0.0], N[(N[(N[(t$95$0 + b), $MachinePrecision] / a), $MachinePrecision] * -0.5), $MachinePrecision], N[(N[(c * 2.0), $MachinePrecision] / N[(t$95$0 - b), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(a * N[(c / b), $MachinePrecision] + (-b)), $MachinePrecision] / a), $MachinePrecision], t$95$1]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(c \cdot a, -4, b \cdot b\right)}\\
t_1 := \frac{2 \cdot c}{\left(-b\right) + \left(-b\right)}\\
\mathbf{if}\;b \leq -5.3 \cdot 10^{+116}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}\\
\mathbf{elif}\;b \leq 1.3 \cdot 10^{+61}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{t\_0 + b}{a} \cdot -0.5\\
\mathbf{else}:\\
\;\;\;\;\frac{c \cdot 2}{t\_0 - b}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{\mathsf{fma}\left(a, \frac{c}{b}, -b\right)}{a}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}
\end{array}
if b < -5.3000000000000002e116Initial program 46.8%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6494.2
Applied rewrites94.2%
Taylor expanded in a around 0
unpow2N/A
lower-*.f6494.2
Applied rewrites94.2%
Taylor expanded in a around 0
associate-*r/N/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6494.2
Applied rewrites94.2%
if -5.3000000000000002e116 < b < 1.29999999999999986e61Initial program 89.8%
Taylor expanded in a around 0
Applied rewrites89.7%
if 1.29999999999999986e61 < b Initial program 65.5%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6465.5
Applied rewrites65.5%
Taylor expanded in a around 0
unpow2N/A
lower-*.f6465.1
Applied rewrites65.1%
Taylor expanded in a around 0
+-commutativeN/A
fp-cancel-sign-sub-invN/A
metadata-evalN/A
*-lft-identityN/A
lower-/.f64N/A
*-lft-identityN/A
metadata-evalN/A
fp-cancel-sign-sub-invN/A
associate-/l*N/A
lower-fma.f64N/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6493.1
Applied rewrites93.1%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (* 2.0 c) (+ (- b) (- b)))))
(if (<= b -5.3e+116)
(if (>= b 0.0) (/ (- b) a) t_0)
(if (<= b 1.3e+61)
(if (>= b 0.0)
(* (+ (sqrt (fma -4.0 (* c a) (* b b))) b) (/ -0.5 a))
(/ (* c 2.0) (- (sqrt (fma (* c a) -4.0 (* b b))) b)))
(if (>= b 0.0) (/ (fma a (/ c b) (- b)) a) t_0)))))
double code(double a, double b, double c) {
double t_0 = (2.0 * c) / (-b + -b);
double tmp_1;
if (b <= -5.3e+116) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b <= 1.3e+61) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (sqrt(fma(-4.0, (c * a), (b * b))) + b) * (-0.5 / a);
} else {
tmp_3 = (c * 2.0) / (sqrt(fma((c * a), -4.0, (b * b))) - b);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = fma(a, (c / b), -b) / a;
} else {
tmp_1 = t_0;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(2.0 * c) / Float64(Float64(-b) + Float64(-b))) tmp_1 = 0.0 if (b <= -5.3e+116) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = t_0; end tmp_1 = tmp_2; elseif (b <= 1.3e+61) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(sqrt(fma(-4.0, Float64(c * a), Float64(b * b))) + b) * Float64(-0.5 / a)); else tmp_3 = Float64(Float64(c * 2.0) / Float64(sqrt(fma(Float64(c * a), -4.0, Float64(b * b))) - b)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(fma(a, Float64(c / b), Float64(-b)) / a); else tmp_1 = t_0; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(2.0 * c), $MachinePrecision] / N[((-b) + (-b)), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, -5.3e+116], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], t$95$0], If[LessEqual[b, 1.3e+61], If[GreaterEqual[b, 0.0], N[(N[(N[Sqrt[N[(-4.0 * N[(c * a), $MachinePrecision] + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] + b), $MachinePrecision] * N[(-0.5 / a), $MachinePrecision]), $MachinePrecision], N[(N[(c * 2.0), $MachinePrecision] / N[(N[Sqrt[N[(N[(c * a), $MachinePrecision] * -4.0 + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(a * N[(c / b), $MachinePrecision] + (-b)), $MachinePrecision] / a), $MachinePrecision], t$95$0]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{2 \cdot c}{\left(-b\right) + \left(-b\right)}\\
\mathbf{if}\;b \leq -5.3 \cdot 10^{+116}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \leq 1.3 \cdot 10^{+61}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\left(\sqrt{\mathsf{fma}\left(-4, c \cdot a, b \cdot b\right)} + b\right) \cdot \frac{-0.5}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c \cdot 2}{\sqrt{\mathsf{fma}\left(c \cdot a, -4, b \cdot b\right)} - b}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{\mathsf{fma}\left(a, \frac{c}{b}, -b\right)}{a}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < -5.3000000000000002e116Initial program 46.8%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6494.2
Applied rewrites94.2%
Taylor expanded in a around 0
unpow2N/A
lower-*.f6494.2
Applied rewrites94.2%
Taylor expanded in a around 0
associate-*r/N/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6494.2
Applied rewrites94.2%
if -5.3000000000000002e116 < b < 1.29999999999999986e61Initial program 89.8%
Taylor expanded in a around 0
Applied rewrites89.7%
Applied rewrites89.5%
if 1.29999999999999986e61 < b Initial program 65.5%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6465.5
Applied rewrites65.5%
Taylor expanded in a around 0
unpow2N/A
lower-*.f6465.1
Applied rewrites65.1%
Taylor expanded in a around 0
+-commutativeN/A
fp-cancel-sign-sub-invN/A
metadata-evalN/A
*-lft-identityN/A
lower-/.f64N/A
*-lft-identityN/A
metadata-evalN/A
fp-cancel-sign-sub-invN/A
associate-/l*N/A
lower-fma.f64N/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6493.1
Applied rewrites93.1%
(FPCore (a b c)
:precision binary64
(if (<= b -3.7e-18)
(if (>= b 0.0) (/ (- b) a) (/ (* 2.0 c) (+ (- b) (- b))))
(if (>= b 0.0)
(/ (* -2.0 b) (* 2.0 a))
(/ (* 2.0 c) (+ (- b) (sqrt (* -4.0 (* c a))))))))
double code(double a, double b, double c) {
double tmp_1;
if (b <= -3.7e-18) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = (2.0 * c) / (-b + -b);
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (-2.0 * b) / (2.0 * a);
} else {
tmp_1 = (2.0 * c) / (-b + sqrt((-4.0 * (c * a))));
}
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-18)) then
if (b >= 0.0d0) then
tmp_2 = -b / a
else
tmp_2 = (2.0d0 * c) / (-b + -b)
end if
tmp_1 = tmp_2
else if (b >= 0.0d0) then
tmp_1 = ((-2.0d0) * b) / (2.0d0 * a)
else
tmp_1 = (2.0d0 * c) / (-b + sqrt(((-4.0d0) * (c * a))))
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double tmp_1;
if (b <= -3.7e-18) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = (2.0 * c) / (-b + -b);
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (-2.0 * b) / (2.0 * a);
} else {
tmp_1 = (2.0 * c) / (-b + Math.sqrt((-4.0 * (c * a))));
}
return tmp_1;
}
def code(a, b, c): tmp_1 = 0 if b <= -3.7e-18: tmp_2 = 0 if b >= 0.0: tmp_2 = -b / a else: tmp_2 = (2.0 * c) / (-b + -b) tmp_1 = tmp_2 elif b >= 0.0: tmp_1 = (-2.0 * b) / (2.0 * a) else: tmp_1 = (2.0 * c) / (-b + math.sqrt((-4.0 * (c * a)))) return tmp_1
function code(a, b, c) tmp_1 = 0.0 if (b <= -3.7e-18) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = Float64(Float64(2.0 * c) / Float64(Float64(-b) + Float64(-b))); end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = Float64(Float64(-2.0 * b) / Float64(2.0 * a)); else tmp_1 = Float64(Float64(2.0 * c) / Float64(Float64(-b) + sqrt(Float64(-4.0 * Float64(c * a))))); end return tmp_1 end
function tmp_4 = code(a, b, c) tmp_2 = 0.0; if (b <= -3.7e-18) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = -b / a; else tmp_3 = (2.0 * c) / (-b + -b); end tmp_2 = tmp_3; elseif (b >= 0.0) tmp_2 = (-2.0 * b) / (2.0 * a); else tmp_2 = (2.0 * c) / (-b + sqrt((-4.0 * (c * a)))); end tmp_4 = tmp_2; end
code[a_, b_, c_] := If[LessEqual[b, -3.7e-18], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) + (-b)), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) + N[Sqrt[N[(-4.0 * N[(c * a), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq -3.7 \cdot 10^{-18}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) + \left(-b\right)}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot b}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) + \sqrt{-4 \cdot \left(c \cdot a\right)}}\\
\end{array}
\end{array}
if b < -3.7000000000000003e-18Initial program 66.4%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6490.0
Applied rewrites90.0%
Taylor expanded in a around 0
unpow2N/A
lower-*.f6490.0
Applied rewrites90.0%
Taylor expanded in a around 0
associate-*r/N/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6490.0
Applied rewrites90.0%
if -3.7000000000000003e-18 < b Initial program 79.1%
Taylor expanded in a around 0
lower-*.f6469.7
Applied rewrites69.7%
Taylor expanded in a around inf
lower-*.f64N/A
*-commutativeN/A
lower-*.f6466.5
Applied rewrites66.5%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (/ (fma a (/ c b) (- b)) a) (/ (* 2.0 c) (+ (- b) (- b)))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = fma(a, (c / b), -b) / a;
} else {
tmp = (2.0 * c) / (-b + -b);
}
return tmp;
}
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(fma(a, Float64(c / b), Float64(-b)) / a); else tmp = Float64(Float64(2.0 * c) / Float64(Float64(-b) + Float64(-b))); end return tmp end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[(N[(a * N[(c / b), $MachinePrecision] + (-b)), $MachinePrecision] / a), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) + (-b)), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\mathsf{fma}\left(a, \frac{c}{b}, -b\right)}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) + \left(-b\right)}\\
\end{array}
\end{array}
Initial program 75.4%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6470.0
Applied rewrites70.0%
Taylor expanded in a around 0
unpow2N/A
lower-*.f6455.6
Applied rewrites55.6%
Taylor expanded in a around 0
+-commutativeN/A
fp-cancel-sign-sub-invN/A
metadata-evalN/A
*-lft-identityN/A
lower-/.f64N/A
*-lft-identityN/A
metadata-evalN/A
fp-cancel-sign-sub-invN/A
associate-/l*N/A
lower-fma.f64N/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6463.5
Applied rewrites63.5%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (/ (- b) a) (/ (* 2.0 c) (+ (- b) (- b)))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = -b / a;
} else {
tmp = (2.0 * c) / (-b + -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 = (2.0d0 * c) / (-b + -b)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = -b / a;
} else {
tmp = (2.0 * c) / (-b + -b);
}
return tmp;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = -b / a else: tmp = (2.0 * c) / (-b + -b) return tmp
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(-b) / a); else tmp = Float64(Float64(2.0 * c) / Float64(Float64(-b) + Float64(-b))); end return tmp end
function tmp_2 = code(a, b, c) tmp = 0.0; if (b >= 0.0) tmp = -b / a; else tmp = (2.0 * c) / (-b + -b); end tmp_2 = tmp; end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) + (-b)), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) + \left(-b\right)}\\
\end{array}
\end{array}
Initial program 75.4%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6470.0
Applied rewrites70.0%
Taylor expanded in a around 0
unpow2N/A
lower-*.f6455.6
Applied rewrites55.6%
Taylor expanded in a around 0
associate-*r/N/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6463.4
Applied rewrites63.4%
herbie shell --seed 2024340
(FPCore (a b c)
:name "jeff quadratic root 1"
:precision binary64
(if (>= b 0.0) (/ (- (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a)) (/ (* 2.0 c) (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))))))