jeff quadratic root 2

Percentage Accurate: 72.3% → 89.9%
Time: 8.9s
Alternatives: 11
Speedup: 1.0×

Specification

?
\[\begin{array}{l} \\ \begin{array}{l} t_0 := \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\\ \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - t\_0}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + t\_0}{2 \cdot a}\\ \end{array} \end{array} \]
(FPCore (a b c)
 :precision binary64
 (let* ((t_0 (sqrt (- (* b b) (* (* 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;
}
module fmin_fmax_functions
    implicit none
    private
    public fmax
    public fmin

    interface fmax
        module procedure fmax88
        module procedure fmax44
        module procedure fmax84
        module procedure fmax48
    end interface
    interface fmin
        module procedure fmin88
        module procedure fmin44
        module procedure fmin84
        module procedure fmin48
    end interface
contains
    real(8) function fmax88(x, y) result (res)
        real(8), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(x, max(x, y), y /= y), x /= x)
    end function
    real(4) function fmax44(x, y) result (res)
        real(4), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(y, merge(x, max(x, y), y /= y), x /= x)
    end function
    real(8) function fmax84(x, y) result(res)
        real(8), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
    end function
    real(8) function fmax48(x, y) result(res)
        real(4), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
    end function
    real(8) function fmin88(x, y) result (res)
        real(8), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(x, min(x, y), y /= y), x /= x)
    end function
    real(4) function fmin44(x, y) result (res)
        real(4), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(y, merge(x, min(x, y), y /= y), x /= x)
    end function
    real(8) function fmin84(x, y) result(res)
        real(8), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
    end function
    real(8) function fmin48(x, y) result(res)
        real(4), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
    end function
end module

real(8) function code(a, b, c)
use fmin_fmax_functions
    real(8), intent (in) :: a
    real(8), intent (in) :: b
    real(8), intent (in) :: c
    real(8) :: t_0
    real(8) :: tmp
    t_0 = sqrt(((b * b) - ((4.0d0 * a) * c)))
    if (b >= 0.0d0) then
        tmp = (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:

Local Percentage Accuracy vs ?

The average percentage accuracy by input value. Horizontal axis shows value of an input variable; the variable is choosen in the title. Vertical axis is accuracy; higher is better. Red represent the original program, while blue represents Herbie's suggestion. These can be toggled with buttons below the plot. The line is an average while dots represent individual samples.

Accuracy vs Speed?

Herbie found 11 alternatives:

AlternativeAccuracySpeedup
The accuracy (vertical axis) and speed (horizontal axis) of each alternatives. Up and to the right is better. The red square shows the initial program, and each blue circle shows an alternative.The line shows the best available speed-accuracy tradeoffs.

Initial Program: 72.3% accurate, 1.0× speedup?

\[\begin{array}{l} \\ \begin{array}{l} t_0 := \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\\ \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - t\_0}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + t\_0}{2 \cdot a}\\ \end{array} \end{array} \]
(FPCore (a b c)
 :precision binary64
 (let* ((t_0 (sqrt (- (* b b) (* (* 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;
}
module fmin_fmax_functions
    implicit none
    private
    public fmax
    public fmin

    interface fmax
        module procedure fmax88
        module procedure fmax44
        module procedure fmax84
        module procedure fmax48
    end interface
    interface fmin
        module procedure fmin88
        module procedure fmin44
        module procedure fmin84
        module procedure fmin48
    end interface
contains
    real(8) function fmax88(x, y) result (res)
        real(8), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(x, max(x, y), y /= y), x /= x)
    end function
    real(4) function fmax44(x, y) result (res)
        real(4), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(y, merge(x, max(x, y), y /= y), x /= x)
    end function
    real(8) function fmax84(x, y) result(res)
        real(8), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
    end function
    real(8) function fmax48(x, y) result(res)
        real(4), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
    end function
    real(8) function fmin88(x, y) result (res)
        real(8), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(x, min(x, y), y /= y), x /= x)
    end function
    real(4) function fmin44(x, y) result (res)
        real(4), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(y, merge(x, min(x, y), y /= y), x /= x)
    end function
    real(8) function fmin84(x, y) result(res)
        real(8), intent (in) :: x
        real(4), intent (in) :: y
        res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
    end function
    real(8) function fmin48(x, y) result(res)
        real(4), intent (in) :: x
        real(8), intent (in) :: y
        res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
    end function
end module

real(8) function code(a, b, c)
use fmin_fmax_functions
    real(8), intent (in) :: a
    real(8), intent (in) :: b
    real(8), intent (in) :: c
    real(8) :: t_0
    real(8) :: tmp
    t_0 = sqrt(((b * b) - ((4.0d0 * a) * c)))
    if (b >= 0.0d0) then
        tmp = (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}

Alternative 1: 89.9% accurate, 0.7× speedup?

\[\begin{array}{l} \\ \begin{array}{l} t_0 := \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\\ t_1 := \frac{-b}{a}\\ \mathbf{if}\;b \leq -2.2 \cdot 10^{+45}:\\ \;\;\;\;\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;t\_1\\ \mathbf{else}:\\ \;\;\;\;t\_1\\ \end{array}\\ \mathbf{elif}\;b \leq 5 \cdot 10^{+74}:\\ \;\;\;\;\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{c \cdot 2}{\left(-b\right) - t\_0}\\ \mathbf{else}:\\ \;\;\;\;\mathsf{fma}\left(\frac{0.5}{a}, t\_0, \frac{b}{a} \cdot -0.5\right)\\ \end{array}\\ \mathbf{elif}\;b \geq 0:\\ \;\;\;\;\frac{-2 \cdot c}{\mathsf{fma}\left(a \cdot \frac{c}{b}, -2, 2 \cdot b\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{t\_0 - b}{a} \cdot 0.5\\ \end{array} \end{array} \]
(FPCore (a b c)
 :precision binary64
 (let* ((t_0 (sqrt (fma (* -4.0 a) c (* b b)))) (t_1 (/ (- b) a)))
   (if (<= b -2.2e+45)
     (if (>= b 0.0) t_1 t_1)
     (if (<= b 5e+74)
       (if (>= b 0.0)
         (/ (* c 2.0) (- (- b) t_0))
         (fma (/ 0.5 a) t_0 (* (/ b a) -0.5)))
       (if (>= b 0.0)
         (/ (* -2.0 c) (fma (* a (/ c b)) -2.0 (* 2.0 b)))
         (* (/ (- t_0 b) a) 0.5))))))
double code(double a, double b, double c) {
	double t_0 = sqrt(fma((-4.0 * a), c, (b * b)));
	double t_1 = -b / a;
	double tmp_1;
	if (b <= -2.2e+45) {
		double tmp_2;
		if (b >= 0.0) {
			tmp_2 = t_1;
		} else {
			tmp_2 = t_1;
		}
		tmp_1 = tmp_2;
	} else if (b <= 5e+74) {
		double tmp_3;
		if (b >= 0.0) {
			tmp_3 = (c * 2.0) / (-b - t_0);
		} else {
			tmp_3 = fma((0.5 / a), t_0, ((b / a) * -0.5));
		}
		tmp_1 = tmp_3;
	} else if (b >= 0.0) {
		tmp_1 = (-2.0 * c) / fma((a * (c / b)), -2.0, (2.0 * b));
	} else {
		tmp_1 = ((t_0 - b) / a) * 0.5;
	}
	return tmp_1;
}
function code(a, b, c)
	t_0 = sqrt(fma(Float64(-4.0 * a), c, Float64(b * b)))
	t_1 = Float64(Float64(-b) / a)
	tmp_1 = 0.0
	if (b <= -2.2e+45)
		tmp_2 = 0.0
		if (b >= 0.0)
			tmp_2 = t_1;
		else
			tmp_2 = t_1;
		end
		tmp_1 = tmp_2;
	elseif (b <= 5e+74)
		tmp_3 = 0.0
		if (b >= 0.0)
			tmp_3 = Float64(Float64(c * 2.0) / Float64(Float64(-b) - t_0));
		else
			tmp_3 = fma(Float64(0.5 / a), t_0, Float64(Float64(b / a) * -0.5));
		end
		tmp_1 = tmp_3;
	elseif (b >= 0.0)
		tmp_1 = Float64(Float64(-2.0 * c) / fma(Float64(a * Float64(c / b)), -2.0, Float64(2.0 * b)));
	else
		tmp_1 = Float64(Float64(Float64(t_0 - b) / a) * 0.5);
	end
	return tmp_1
end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(-4.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = N[((-b) / a), $MachinePrecision]}, If[LessEqual[b, -2.2e+45], If[GreaterEqual[b, 0.0], t$95$1, t$95$1], If[LessEqual[b, 5e+74], If[GreaterEqual[b, 0.0], N[(N[(c * 2.0), $MachinePrecision] / N[((-b) - t$95$0), $MachinePrecision]), $MachinePrecision], N[(N[(0.5 / a), $MachinePrecision] * t$95$0 + N[(N[(b / a), $MachinePrecision] * -0.5), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[(N[(a * N[(c / b), $MachinePrecision]), $MachinePrecision] * -2.0 + N[(2.0 * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(N[(t$95$0 - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]]]]]]
\begin{array}{l}

\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\\
t_1 := \frac{-b}{a}\\
\mathbf{if}\;b \leq -2.2 \cdot 10^{+45}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\

\mathbf{else}:\\
\;\;\;\;t\_1\\


\end{array}\\

\mathbf{elif}\;b \leq 5 \cdot 10^{+74}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{c \cdot 2}{\left(-b\right) - t\_0}\\

\mathbf{else}:\\
\;\;\;\;\mathsf{fma}\left(\frac{0.5}{a}, t\_0, \frac{b}{a} \cdot -0.5\right)\\


\end{array}\\

\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot c}{\mathsf{fma}\left(a \cdot \frac{c}{b}, -2, 2 \cdot b\right)}\\

\mathbf{else}:\\
\;\;\;\;\frac{t\_0 - b}{a} \cdot 0.5\\


\end{array}
\end{array}
Derivation
  1. Split input into 3 regimes
  2. if b < -2.2e45

    1. Initial program 60.8%

      \[\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
    2. Add Preprocessing
    3. Taylor expanded in b around -inf

      \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + -1 \cdot b}{2 \cdot a}\\ \end{array} \]
    4. Step-by-step derivation
      1. Applied rewrites91.2%

        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
      2. Taylor expanded in a around 0

        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{\color{blue}{{b}^{2}}}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
      3. Step-by-step derivation
        1. Applied rewrites91.2%

          \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{\color{blue}{b \cdot b}}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
        2. Taylor expanded in b around -inf

          \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{-1 \cdot \frac{b}{a}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
        3. Step-by-step derivation
          1. Applied rewrites91.2%

            \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{\frac{-b}{a}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
          2. Taylor expanded in b around -inf

            \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-b}{a}\\ \mathbf{else}:\\ \;\;\;\;-1 \cdot \frac{b}{a}\\ \end{array} \]
          3. Step-by-step derivation
            1. Applied rewrites91.2%

              \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-b}{a}\\ \mathbf{else}:\\ \;\;\;\;\frac{-b}{a}\\ \end{array} \]

            if -2.2e45 < b < 4.99999999999999963e74

            1. Initial program 90.9%

              \[\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
            2. Add Preprocessing
            3. Step-by-step derivation
              1. lift-/.f64N/A

                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
              2. lift-+.f64N/A

                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
              3. div-addN/A

                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{-b}{2 \cdot a} + \frac{\sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
              4. lower-+.f64N/A

                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{-b}{2 \cdot a} + \frac{\sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
              5. lift-*.f64N/A

                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{-b}{2 \cdot a} + \frac{\sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
              6. *-commutativeN/A

                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{-b}{a \cdot 2} + \frac{\sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
              7. associate-/r*N/A

                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\frac{-b}{a}}{2} + \frac{\sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
              8. lower-/.f64N/A

                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\frac{-b}{a}}{2} + \frac{\sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
              9. lower-/.f64N/A

                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\frac{-b}{a}}{2} + \frac{\sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
              10. lower-/.f6490.9

                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\color{blue}{\frac{\frac{-b}{a}}{2} + \frac{\sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}}\\ \end{array} \]
            4. Applied rewrites90.9%

              \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\frac{-b}{a}}{2} + \frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}}{2 \cdot a}\\ \end{array} \]
            5. Taylor expanded in b around -inf

              \[\leadsto \color{blue}{\begin{array}{l} \color{blue}{\mathbf{if}\;b \geq 0:\\ \;\;\;\;2 \cdot \frac{c}{-1 \cdot b - \sqrt{{b}^{2} - 4 \cdot \left(a \cdot c\right)}}\\ \mathbf{else}:\\ \;\;\;\;\frac{-1}{2} \cdot \frac{b}{a} + \frac{1}{2} \cdot \left(\frac{1}{a} \cdot \sqrt{-4 \cdot \left(a \cdot c\right) + {b}^{2}}\right)\\ } \end{array}} \]
            6. Applied rewrites90.9%

              \[\leadsto \color{blue}{\begin{array}{l} \color{blue}{\mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{c \cdot 2}{\left(-b\right) - \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}}\\ \mathbf{else}:\\ \;\;\;\;\mathsf{fma}\left(\frac{0.5}{a}, \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}, \frac{b}{a} \cdot -0.5\right)\\ } \end{array}} \]

            if 4.99999999999999963e74 < b

            1. Initial program 54.9%

              \[\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
            2. Add Preprocessing
            3. Taylor expanded in a around 0

              \[\leadsto \color{blue}{\begin{array}{l} \color{blue}{\mathbf{if}\;b \geq 0:\\ \;\;\;\;-2 \cdot \frac{c}{b + \sqrt{{b}^{2} - 4 \cdot \left(a \cdot c\right)}}\\ \mathbf{else}:\\ \;\;\;\;\frac{1}{2} \cdot \frac{\sqrt{{b}^{2} - 4 \cdot \left(a \cdot c\right)} - b}{a}\\ } \end{array}} \]
            4. Step-by-step derivation
              1. Applied rewrites55.1%

                \[\leadsto \color{blue}{\begin{array}{l} \color{blue}{\mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-2 \cdot c}{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} + b}\\ \mathbf{else}:\\ \;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}{a} \cdot 0.5\\ } \end{array}} \]
              2. Taylor expanded in a around 0

                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-2 \cdot c}{-2 \cdot \frac{a \cdot c}{b} + \color{blue}{2 \cdot b}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}{a} \cdot \frac{1}{2}\\ \end{array} \]
              3. Step-by-step derivation
                1. Applied rewrites98.5%

                  \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-2 \cdot c}{\mathsf{fma}\left(a \cdot \frac{c}{b}, \color{blue}{-2}, 2 \cdot b\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}{a} \cdot 0.5\\ \end{array} \]
              4. Recombined 3 regimes into one program.
              5. Add Preprocessing

              Alternative 2: 89.9% accurate, 0.7× speedup?

              \[\begin{array}{l} \\ \begin{array}{l} t_0 := \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\\ t_1 := \frac{-b}{a}\\ \mathbf{if}\;b \leq -2.2 \cdot 10^{+45}:\\ \;\;\;\;\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;t\_1\\ \mathbf{else}:\\ \;\;\;\;t\_1\\ \end{array}\\ \mathbf{elif}\;b \leq 5 \cdot 10^{+74}:\\ \;\;\;\;\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-2 \cdot c}{t\_0 + b}\\ \mathbf{else}:\\ \;\;\;\;\left(\frac{t\_0}{a} - \frac{b}{a}\right) \cdot 0.5\\ \end{array}\\ \mathbf{elif}\;b \geq 0:\\ \;\;\;\;\frac{-2 \cdot c}{\mathsf{fma}\left(a \cdot \frac{c}{b}, -2, 2 \cdot b\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{t\_0 - b}{a} \cdot 0.5\\ \end{array} \end{array} \]
              (FPCore (a b c)
               :precision binary64
               (let* ((t_0 (sqrt (fma (* -4.0 a) c (* b b)))) (t_1 (/ (- b) a)))
                 (if (<= b -2.2e+45)
                   (if (>= b 0.0) t_1 t_1)
                   (if (<= b 5e+74)
                     (if (>= b 0.0) (/ (* -2.0 c) (+ t_0 b)) (* (- (/ t_0 a) (/ b a)) 0.5))
                     (if (>= b 0.0)
                       (/ (* -2.0 c) (fma (* a (/ c b)) -2.0 (* 2.0 b)))
                       (* (/ (- t_0 b) a) 0.5))))))
              double code(double a, double b, double c) {
              	double t_0 = sqrt(fma((-4.0 * a), c, (b * b)));
              	double t_1 = -b / a;
              	double tmp_1;
              	if (b <= -2.2e+45) {
              		double tmp_2;
              		if (b >= 0.0) {
              			tmp_2 = t_1;
              		} else {
              			tmp_2 = t_1;
              		}
              		tmp_1 = tmp_2;
              	} else if (b <= 5e+74) {
              		double tmp_3;
              		if (b >= 0.0) {
              			tmp_3 = (-2.0 * c) / (t_0 + b);
              		} else {
              			tmp_3 = ((t_0 / a) - (b / a)) * 0.5;
              		}
              		tmp_1 = tmp_3;
              	} else if (b >= 0.0) {
              		tmp_1 = (-2.0 * c) / fma((a * (c / b)), -2.0, (2.0 * b));
              	} else {
              		tmp_1 = ((t_0 - b) / a) * 0.5;
              	}
              	return tmp_1;
              }
              
              function code(a, b, c)
              	t_0 = sqrt(fma(Float64(-4.0 * a), c, Float64(b * b)))
              	t_1 = Float64(Float64(-b) / a)
              	tmp_1 = 0.0
              	if (b <= -2.2e+45)
              		tmp_2 = 0.0
              		if (b >= 0.0)
              			tmp_2 = t_1;
              		else
              			tmp_2 = t_1;
              		end
              		tmp_1 = tmp_2;
              	elseif (b <= 5e+74)
              		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 / a) - Float64(b / a)) * 0.5);
              		end
              		tmp_1 = tmp_3;
              	elseif (b >= 0.0)
              		tmp_1 = Float64(Float64(-2.0 * c) / fma(Float64(a * Float64(c / b)), -2.0, Float64(2.0 * b)));
              	else
              		tmp_1 = Float64(Float64(Float64(t_0 - b) / a) * 0.5);
              	end
              	return tmp_1
              end
              
              code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(-4.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = N[((-b) / a), $MachinePrecision]}, If[LessEqual[b, -2.2e+45], If[GreaterEqual[b, 0.0], t$95$1, t$95$1], If[LessEqual[b, 5e+74], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[(t$95$0 + b), $MachinePrecision]), $MachinePrecision], N[(N[(N[(t$95$0 / a), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision] * 0.5), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[(N[(a * N[(c / b), $MachinePrecision]), $MachinePrecision] * -2.0 + N[(2.0 * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(N[(t$95$0 - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]]]]]]
              
              \begin{array}{l}
              
              \\
              \begin{array}{l}
              t_0 := \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\\
              t_1 := \frac{-b}{a}\\
              \mathbf{if}\;b \leq -2.2 \cdot 10^{+45}:\\
              \;\;\;\;\begin{array}{l}
              \mathbf{if}\;b \geq 0:\\
              \;\;\;\;t\_1\\
              
              \mathbf{else}:\\
              \;\;\;\;t\_1\\
              
              
              \end{array}\\
              
              \mathbf{elif}\;b \leq 5 \cdot 10^{+74}:\\
              \;\;\;\;\begin{array}{l}
              \mathbf{if}\;b \geq 0:\\
              \;\;\;\;\frac{-2 \cdot c}{t\_0 + b}\\
              
              \mathbf{else}:\\
              \;\;\;\;\left(\frac{t\_0}{a} - \frac{b}{a}\right) \cdot 0.5\\
              
              
              \end{array}\\
              
              \mathbf{elif}\;b \geq 0:\\
              \;\;\;\;\frac{-2 \cdot c}{\mathsf{fma}\left(a \cdot \frac{c}{b}, -2, 2 \cdot b\right)}\\
              
              \mathbf{else}:\\
              \;\;\;\;\frac{t\_0 - b}{a} \cdot 0.5\\
              
              
              \end{array}
              \end{array}
              
              Derivation
              1. Split input into 3 regimes
              2. if b < -2.2e45

                1. Initial program 60.8%

                  \[\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
                2. Add Preprocessing
                3. Taylor expanded in b around -inf

                  \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + -1 \cdot b}{2 \cdot a}\\ \end{array} \]
                4. Step-by-step derivation
                  1. Applied rewrites91.2%

                    \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                  2. Taylor expanded in a around 0

                    \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{\color{blue}{{b}^{2}}}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                  3. Step-by-step derivation
                    1. Applied rewrites91.2%

                      \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{\color{blue}{b \cdot b}}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                    2. Taylor expanded in b around -inf

                      \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{-1 \cdot \frac{b}{a}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                    3. Step-by-step derivation
                      1. Applied rewrites91.2%

                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{\frac{-b}{a}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                      2. Taylor expanded in b around -inf

                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-b}{a}\\ \mathbf{else}:\\ \;\;\;\;-1 \cdot \frac{b}{a}\\ \end{array} \]
                      3. Step-by-step derivation
                        1. Applied rewrites91.2%

                          \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-b}{a}\\ \mathbf{else}:\\ \;\;\;\;\frac{-b}{a}\\ \end{array} \]

                        if -2.2e45 < b < 4.99999999999999963e74

                        1. Initial program 90.9%

                          \[\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
                        2. Add Preprocessing
                        3. Taylor expanded in a around 0

                          \[\leadsto \color{blue}{\begin{array}{l} \color{blue}{\mathbf{if}\;b \geq 0:\\ \;\;\;\;-2 \cdot \frac{c}{b + \sqrt{{b}^{2} - 4 \cdot \left(a \cdot c\right)}}\\ \mathbf{else}:\\ \;\;\;\;\frac{1}{2} \cdot \frac{\sqrt{{b}^{2} - 4 \cdot \left(a \cdot c\right)} - b}{a}\\ } \end{array}} \]
                        4. Step-by-step derivation
                          1. Applied rewrites90.9%

                            \[\leadsto \color{blue}{\begin{array}{l} \color{blue}{\mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-2 \cdot c}{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} + b}\\ \mathbf{else}:\\ \;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}{a} \cdot 0.5\\ } \end{array}} \]
                          2. Step-by-step derivation
                            1. Applied rewrites90.9%

                              \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-2 \cdot c}{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} + b}\\ \mathbf{else}:\\ \;\;\;\;\left(\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}}{a} - \frac{b}{a}\right) \cdot 0.5\\ \end{array} \]

                            if 4.99999999999999963e74 < b

                            1. Initial program 54.9%

                              \[\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
                            2. Add Preprocessing
                            3. Taylor expanded in a around 0

                              \[\leadsto \color{blue}{\begin{array}{l} \color{blue}{\mathbf{if}\;b \geq 0:\\ \;\;\;\;-2 \cdot \frac{c}{b + \sqrt{{b}^{2} - 4 \cdot \left(a \cdot c\right)}}\\ \mathbf{else}:\\ \;\;\;\;\frac{1}{2} \cdot \frac{\sqrt{{b}^{2} - 4 \cdot \left(a \cdot c\right)} - b}{a}\\ } \end{array}} \]
                            4. Step-by-step derivation
                              1. Applied rewrites55.1%

                                \[\leadsto \color{blue}{\begin{array}{l} \color{blue}{\mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-2 \cdot c}{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} + b}\\ \mathbf{else}:\\ \;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}{a} \cdot 0.5\\ } \end{array}} \]
                              2. Taylor expanded in a around 0

                                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-2 \cdot c}{-2 \cdot \frac{a \cdot c}{b} + \color{blue}{2 \cdot b}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}{a} \cdot \frac{1}{2}\\ \end{array} \]
                              3. Step-by-step derivation
                                1. Applied rewrites98.5%

                                  \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-2 \cdot c}{\mathsf{fma}\left(a \cdot \frac{c}{b}, \color{blue}{-2}, 2 \cdot b\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}{a} \cdot 0.5\\ \end{array} \]
                              4. Recombined 3 regimes into one program.
                              5. Add Preprocessing

                              Alternative 3: 89.9% accurate, 0.9× speedup?

                              \[\begin{array}{l} \\ \begin{array}{l} t_0 := \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\\ t_1 := \frac{-b}{a}\\ t_2 := \frac{t\_0 - b}{a} \cdot 0.5\\ \mathbf{if}\;b \leq -2.2 \cdot 10^{+45}:\\ \;\;\;\;\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;t\_1\\ \mathbf{else}:\\ \;\;\;\;t\_1\\ \end{array}\\ \mathbf{elif}\;b \leq 5 \cdot 10^{+74}:\\ \;\;\;\;\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-2 \cdot c}{t\_0 + b}\\ \mathbf{else}:\\ \;\;\;\;t\_2\\ \end{array}\\ \mathbf{elif}\;b \geq 0:\\ \;\;\;\;\frac{-2 \cdot c}{\mathsf{fma}\left(a \cdot \frac{c}{b}, -2, 2 \cdot b\right)}\\ \mathbf{else}:\\ \;\;\;\;t\_2\\ \end{array} \end{array} \]
                              (FPCore (a b c)
                               :precision binary64
                               (let* ((t_0 (sqrt (fma (* -4.0 a) c (* b b))))
                                      (t_1 (/ (- b) a))
                                      (t_2 (* (/ (- t_0 b) a) 0.5)))
                                 (if (<= b -2.2e+45)
                                   (if (>= b 0.0) t_1 t_1)
                                   (if (<= b 5e+74)
                                     (if (>= b 0.0) (/ (* -2.0 c) (+ t_0 b)) t_2)
                                     (if (>= b 0.0)
                                       (/ (* -2.0 c) (fma (* a (/ c b)) -2.0 (* 2.0 b)))
                                       t_2)))))
                              double code(double a, double b, double c) {
                              	double t_0 = sqrt(fma((-4.0 * a), c, (b * b)));
                              	double t_1 = -b / a;
                              	double t_2 = ((t_0 - b) / a) * 0.5;
                              	double tmp_1;
                              	if (b <= -2.2e+45) {
                              		double tmp_2;
                              		if (b >= 0.0) {
                              			tmp_2 = t_1;
                              		} else {
                              			tmp_2 = t_1;
                              		}
                              		tmp_1 = tmp_2;
                              	} else if (b <= 5e+74) {
                              		double tmp_3;
                              		if (b >= 0.0) {
                              			tmp_3 = (-2.0 * c) / (t_0 + b);
                              		} else {
                              			tmp_3 = t_2;
                              		}
                              		tmp_1 = tmp_3;
                              	} else if (b >= 0.0) {
                              		tmp_1 = (-2.0 * c) / fma((a * (c / b)), -2.0, (2.0 * b));
                              	} else {
                              		tmp_1 = t_2;
                              	}
                              	return tmp_1;
                              }
                              
                              function code(a, b, c)
                              	t_0 = sqrt(fma(Float64(-4.0 * a), c, Float64(b * b)))
                              	t_1 = Float64(Float64(-b) / a)
                              	t_2 = Float64(Float64(Float64(t_0 - b) / a) * 0.5)
                              	tmp_1 = 0.0
                              	if (b <= -2.2e+45)
                              		tmp_2 = 0.0
                              		if (b >= 0.0)
                              			tmp_2 = t_1;
                              		else
                              			tmp_2 = t_1;
                              		end
                              		tmp_1 = tmp_2;
                              	elseif (b <= 5e+74)
                              		tmp_3 = 0.0
                              		if (b >= 0.0)
                              			tmp_3 = Float64(Float64(-2.0 * c) / Float64(t_0 + b));
                              		else
                              			tmp_3 = t_2;
                              		end
                              		tmp_1 = tmp_3;
                              	elseif (b >= 0.0)
                              		tmp_1 = Float64(Float64(-2.0 * c) / fma(Float64(a * Float64(c / b)), -2.0, Float64(2.0 * b)));
                              	else
                              		tmp_1 = t_2;
                              	end
                              	return tmp_1
                              end
                              
                              code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(-4.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = N[((-b) / a), $MachinePrecision]}, Block[{t$95$2 = N[(N[(N[(t$95$0 - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]}, If[LessEqual[b, -2.2e+45], If[GreaterEqual[b, 0.0], t$95$1, t$95$1], If[LessEqual[b, 5e+74], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[(t$95$0 + b), $MachinePrecision]), $MachinePrecision], t$95$2], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[(N[(a * N[(c / b), $MachinePrecision]), $MachinePrecision] * -2.0 + N[(2.0 * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], t$95$2]]]]]]
                              
                              \begin{array}{l}
                              
                              \\
                              \begin{array}{l}
                              t_0 := \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\\
                              t_1 := \frac{-b}{a}\\
                              t_2 := \frac{t\_0 - b}{a} \cdot 0.5\\
                              \mathbf{if}\;b \leq -2.2 \cdot 10^{+45}:\\
                              \;\;\;\;\begin{array}{l}
                              \mathbf{if}\;b \geq 0:\\
                              \;\;\;\;t\_1\\
                              
                              \mathbf{else}:\\
                              \;\;\;\;t\_1\\
                              
                              
                              \end{array}\\
                              
                              \mathbf{elif}\;b \leq 5 \cdot 10^{+74}:\\
                              \;\;\;\;\begin{array}{l}
                              \mathbf{if}\;b \geq 0:\\
                              \;\;\;\;\frac{-2 \cdot c}{t\_0 + b}\\
                              
                              \mathbf{else}:\\
                              \;\;\;\;t\_2\\
                              
                              
                              \end{array}\\
                              
                              \mathbf{elif}\;b \geq 0:\\
                              \;\;\;\;\frac{-2 \cdot c}{\mathsf{fma}\left(a \cdot \frac{c}{b}, -2, 2 \cdot b\right)}\\
                              
                              \mathbf{else}:\\
                              \;\;\;\;t\_2\\
                              
                              
                              \end{array}
                              \end{array}
                              
                              Derivation
                              1. Split input into 3 regimes
                              2. if b < -2.2e45

                                1. Initial program 60.8%

                                  \[\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
                                2. Add Preprocessing
                                3. Taylor expanded in b around -inf

                                  \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + -1 \cdot b}{2 \cdot a}\\ \end{array} \]
                                4. Step-by-step derivation
                                  1. Applied rewrites91.2%

                                    \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                  2. Taylor expanded in a around 0

                                    \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{\color{blue}{{b}^{2}}}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                  3. Step-by-step derivation
                                    1. Applied rewrites91.2%

                                      \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{\color{blue}{b \cdot b}}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                    2. Taylor expanded in b around -inf

                                      \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{-1 \cdot \frac{b}{a}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                    3. Step-by-step derivation
                                      1. Applied rewrites91.2%

                                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{\frac{-b}{a}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                      2. Taylor expanded in b around -inf

                                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-b}{a}\\ \mathbf{else}:\\ \;\;\;\;-1 \cdot \frac{b}{a}\\ \end{array} \]
                                      3. Step-by-step derivation
                                        1. Applied rewrites91.2%

                                          \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-b}{a}\\ \mathbf{else}:\\ \;\;\;\;\frac{-b}{a}\\ \end{array} \]

                                        if -2.2e45 < b < 4.99999999999999963e74

                                        1. Initial program 90.9%

                                          \[\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
                                        2. Add Preprocessing
                                        3. Taylor expanded in a around 0

                                          \[\leadsto \color{blue}{\begin{array}{l} \color{blue}{\mathbf{if}\;b \geq 0:\\ \;\;\;\;-2 \cdot \frac{c}{b + \sqrt{{b}^{2} - 4 \cdot \left(a \cdot c\right)}}\\ \mathbf{else}:\\ \;\;\;\;\frac{1}{2} \cdot \frac{\sqrt{{b}^{2} - 4 \cdot \left(a \cdot c\right)} - b}{a}\\ } \end{array}} \]
                                        4. Step-by-step derivation
                                          1. Applied rewrites90.9%

                                            \[\leadsto \color{blue}{\begin{array}{l} \color{blue}{\mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-2 \cdot c}{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} + b}\\ \mathbf{else}:\\ \;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}{a} \cdot 0.5\\ } \end{array}} \]

                                          if 4.99999999999999963e74 < b

                                          1. Initial program 54.9%

                                            \[\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
                                          2. Add Preprocessing
                                          3. Taylor expanded in a around 0

                                            \[\leadsto \color{blue}{\begin{array}{l} \color{blue}{\mathbf{if}\;b \geq 0:\\ \;\;\;\;-2 \cdot \frac{c}{b + \sqrt{{b}^{2} - 4 \cdot \left(a \cdot c\right)}}\\ \mathbf{else}:\\ \;\;\;\;\frac{1}{2} \cdot \frac{\sqrt{{b}^{2} - 4 \cdot \left(a \cdot c\right)} - b}{a}\\ } \end{array}} \]
                                          4. Step-by-step derivation
                                            1. Applied rewrites55.1%

                                              \[\leadsto \color{blue}{\begin{array}{l} \color{blue}{\mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-2 \cdot c}{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} + b}\\ \mathbf{else}:\\ \;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}{a} \cdot 0.5\\ } \end{array}} \]
                                            2. Taylor expanded in a around 0

                                              \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-2 \cdot c}{-2 \cdot \frac{a \cdot c}{b} + \color{blue}{2 \cdot b}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}{a} \cdot \frac{1}{2}\\ \end{array} \]
                                            3. Step-by-step derivation
                                              1. Applied rewrites98.5%

                                                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-2 \cdot c}{\mathsf{fma}\left(a \cdot \frac{c}{b}, \color{blue}{-2}, 2 \cdot b\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}{a} \cdot 0.5\\ \end{array} \]
                                            4. Recombined 3 regimes into one program.
                                            5. Add Preprocessing

                                            Alternative 4: 89.9% accurate, 0.9× speedup?

                                            \[\begin{array}{l} \\ \begin{array}{l} t_0 := \sqrt{\mathsf{fma}\left(c, a \cdot -4, b \cdot b\right)}\\ t_1 := \frac{-b}{a}\\ \mathbf{if}\;b \leq -1.75 \cdot 10^{+45}:\\ \;\;\;\;\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;t\_1\\ \mathbf{else}:\\ \;\;\;\;t\_1\\ \end{array}\\ \mathbf{elif}\;b \leq 5 \cdot 10^{+74}:\\ \;\;\;\;\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-2 \cdot c}{t\_0 + b}\\ \mathbf{else}:\\ \;\;\;\;\left(t\_0 - b\right) \cdot \frac{0.5}{a}\\ \end{array}\\ \mathbf{elif}\;b \geq 0:\\ \;\;\;\;\frac{-2 \cdot c}{\mathsf{fma}\left(a \cdot \frac{c}{b}, -2, 2 \cdot b\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}{a} \cdot 0.5\\ \end{array} \end{array} \]
                                            (FPCore (a b c)
                                             :precision binary64
                                             (let* ((t_0 (sqrt (fma c (* a -4.0) (* b b)))) (t_1 (/ (- b) a)))
                                               (if (<= b -1.75e+45)
                                                 (if (>= b 0.0) t_1 t_1)
                                                 (if (<= b 5e+74)
                                                   (if (>= b 0.0) (/ (* -2.0 c) (+ t_0 b)) (* (- t_0 b) (/ 0.5 a)))
                                                   (if (>= b 0.0)
                                                     (/ (* -2.0 c) (fma (* a (/ c b)) -2.0 (* 2.0 b)))
                                                     (* (/ (- (sqrt (fma (* -4.0 a) c (* b b))) b) a) 0.5))))))
                                            double code(double a, double b, double c) {
                                            	double t_0 = sqrt(fma(c, (a * -4.0), (b * b)));
                                            	double t_1 = -b / a;
                                            	double tmp_1;
                                            	if (b <= -1.75e+45) {
                                            		double tmp_2;
                                            		if (b >= 0.0) {
                                            			tmp_2 = t_1;
                                            		} else {
                                            			tmp_2 = t_1;
                                            		}
                                            		tmp_1 = tmp_2;
                                            	} else if (b <= 5e+74) {
                                            		double tmp_3;
                                            		if (b >= 0.0) {
                                            			tmp_3 = (-2.0 * c) / (t_0 + b);
                                            		} else {
                                            			tmp_3 = (t_0 - b) * (0.5 / a);
                                            		}
                                            		tmp_1 = tmp_3;
                                            	} else if (b >= 0.0) {
                                            		tmp_1 = (-2.0 * c) / fma((a * (c / b)), -2.0, (2.0 * b));
                                            	} else {
                                            		tmp_1 = ((sqrt(fma((-4.0 * a), c, (b * b))) - b) / a) * 0.5;
                                            	}
                                            	return tmp_1;
                                            }
                                            
                                            function code(a, b, c)
                                            	t_0 = sqrt(fma(c, Float64(a * -4.0), Float64(b * b)))
                                            	t_1 = Float64(Float64(-b) / a)
                                            	tmp_1 = 0.0
                                            	if (b <= -1.75e+45)
                                            		tmp_2 = 0.0
                                            		if (b >= 0.0)
                                            			tmp_2 = t_1;
                                            		else
                                            			tmp_2 = t_1;
                                            		end
                                            		tmp_1 = tmp_2;
                                            	elseif (b <= 5e+74)
                                            		tmp_3 = 0.0
                                            		if (b >= 0.0)
                                            			tmp_3 = Float64(Float64(-2.0 * c) / Float64(t_0 + b));
                                            		else
                                            			tmp_3 = Float64(Float64(t_0 - b) * Float64(0.5 / a));
                                            		end
                                            		tmp_1 = tmp_3;
                                            	elseif (b >= 0.0)
                                            		tmp_1 = Float64(Float64(-2.0 * c) / fma(Float64(a * Float64(c / b)), -2.0, Float64(2.0 * b)));
                                            	else
                                            		tmp_1 = Float64(Float64(Float64(sqrt(fma(Float64(-4.0 * a), c, Float64(b * b))) - b) / a) * 0.5);
                                            	end
                                            	return tmp_1
                                            end
                                            
                                            code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(c * N[(a * -4.0), $MachinePrecision] + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = N[((-b) / a), $MachinePrecision]}, If[LessEqual[b, -1.75e+45], If[GreaterEqual[b, 0.0], t$95$1, t$95$1], If[LessEqual[b, 5e+74], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[(t$95$0 + b), $MachinePrecision]), $MachinePrecision], N[(N[(t$95$0 - b), $MachinePrecision] * N[(0.5 / a), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[(N[(a * N[(c / b), $MachinePrecision]), $MachinePrecision] * -2.0 + N[(2.0 * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(N[(N[Sqrt[N[(N[(-4.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]]]]]]
                                            
                                            \begin{array}{l}
                                            
                                            \\
                                            \begin{array}{l}
                                            t_0 := \sqrt{\mathsf{fma}\left(c, a \cdot -4, b \cdot b\right)}\\
                                            t_1 := \frac{-b}{a}\\
                                            \mathbf{if}\;b \leq -1.75 \cdot 10^{+45}:\\
                                            \;\;\;\;\begin{array}{l}
                                            \mathbf{if}\;b \geq 0:\\
                                            \;\;\;\;t\_1\\
                                            
                                            \mathbf{else}:\\
                                            \;\;\;\;t\_1\\
                                            
                                            
                                            \end{array}\\
                                            
                                            \mathbf{elif}\;b \leq 5 \cdot 10^{+74}:\\
                                            \;\;\;\;\begin{array}{l}
                                            \mathbf{if}\;b \geq 0:\\
                                            \;\;\;\;\frac{-2 \cdot c}{t\_0 + b}\\
                                            
                                            \mathbf{else}:\\
                                            \;\;\;\;\left(t\_0 - b\right) \cdot \frac{0.5}{a}\\
                                            
                                            
                                            \end{array}\\
                                            
                                            \mathbf{elif}\;b \geq 0:\\
                                            \;\;\;\;\frac{-2 \cdot c}{\mathsf{fma}\left(a \cdot \frac{c}{b}, -2, 2 \cdot b\right)}\\
                                            
                                            \mathbf{else}:\\
                                            \;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}{a} \cdot 0.5\\
                                            
                                            
                                            \end{array}
                                            \end{array}
                                            
                                            Derivation
                                            1. Split input into 3 regimes
                                            2. if b < -1.75000000000000011e45

                                              1. Initial program 61.5%

                                                \[\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
                                              2. Add Preprocessing
                                              3. Taylor expanded in b around -inf

                                                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + -1 \cdot b}{2 \cdot a}\\ \end{array} \]
                                              4. Step-by-step derivation
                                                1. Applied rewrites91.4%

                                                  \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                                2. Taylor expanded in a around 0

                                                  \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{\color{blue}{{b}^{2}}}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                                3. Step-by-step derivation
                                                  1. Applied rewrites91.4%

                                                    \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{\color{blue}{b \cdot b}}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                                  2. Taylor expanded in b around -inf

                                                    \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{-1 \cdot \frac{b}{a}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                                  3. Step-by-step derivation
                                                    1. Applied rewrites91.4%

                                                      \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{\frac{-b}{a}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                                    2. Taylor expanded in b around -inf

                                                      \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-b}{a}\\ \mathbf{else}:\\ \;\;\;\;-1 \cdot \frac{b}{a}\\ \end{array} \]
                                                    3. Step-by-step derivation
                                                      1. Applied rewrites91.4%

                                                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-b}{a}\\ \mathbf{else}:\\ \;\;\;\;\frac{-b}{a}\\ \end{array} \]

                                                      if -1.75000000000000011e45 < b < 4.99999999999999963e74

                                                      1. Initial program 90.8%

                                                        \[\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
                                                      2. Add Preprocessing
                                                      3. Taylor expanded in a around 0

                                                        \[\leadsto \color{blue}{\begin{array}{l} \color{blue}{\mathbf{if}\;b \geq 0:\\ \;\;\;\;-2 \cdot \frac{c}{b + \sqrt{{b}^{2} - 4 \cdot \left(a \cdot c\right)}}\\ \mathbf{else}:\\ \;\;\;\;\frac{1}{2} \cdot \frac{\sqrt{{b}^{2} - 4 \cdot \left(a \cdot c\right)} - b}{a}\\ } \end{array}} \]
                                                      4. Step-by-step derivation
                                                        1. Applied rewrites90.8%

                                                          \[\leadsto \color{blue}{\begin{array}{l} \color{blue}{\mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-2 \cdot c}{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} + b}\\ \mathbf{else}:\\ \;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}{a} \cdot 0.5\\ } \end{array}} \]
                                                        2. Step-by-step derivation
                                                          1. Applied rewrites90.9%

                                                            \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-2 \cdot c}{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} + b}\\ \mathbf{else}:\\ \;\;\;\;\left(\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}}{a} - \frac{b}{a}\right) \cdot 0.5\\ \end{array} \]
                                                          2. Step-by-step derivation
                                                            1. Applied rewrites90.8%

                                                              \[\leadsto \color{blue}{\begin{array}{l} \color{blue}{\mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-2 \cdot c}{\sqrt{\mathsf{fma}\left(c, a \cdot -4, b \cdot b\right)} + b}\\ \mathbf{else}:\\ \;\;\;\;\left(\sqrt{\mathsf{fma}\left(c, a \cdot -4, b \cdot b\right)} - b\right) \cdot \frac{0.5}{a}\\ } \end{array}} \]

                                                            if 4.99999999999999963e74 < b

                                                            1. Initial program 54.9%

                                                              \[\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
                                                            2. Add Preprocessing
                                                            3. Taylor expanded in a around 0

                                                              \[\leadsto \color{blue}{\begin{array}{l} \color{blue}{\mathbf{if}\;b \geq 0:\\ \;\;\;\;-2 \cdot \frac{c}{b + \sqrt{{b}^{2} - 4 \cdot \left(a \cdot c\right)}}\\ \mathbf{else}:\\ \;\;\;\;\frac{1}{2} \cdot \frac{\sqrt{{b}^{2} - 4 \cdot \left(a \cdot c\right)} - b}{a}\\ } \end{array}} \]
                                                            4. Step-by-step derivation
                                                              1. Applied rewrites55.1%

                                                                \[\leadsto \color{blue}{\begin{array}{l} \color{blue}{\mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-2 \cdot c}{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} + b}\\ \mathbf{else}:\\ \;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}{a} \cdot 0.5\\ } \end{array}} \]
                                                              2. Taylor expanded in a around 0

                                                                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-2 \cdot c}{-2 \cdot \frac{a \cdot c}{b} + \color{blue}{2 \cdot b}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}{a} \cdot \frac{1}{2}\\ \end{array} \]
                                                              3. Step-by-step derivation
                                                                1. Applied rewrites98.5%

                                                                  \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-2 \cdot c}{\mathsf{fma}\left(a \cdot \frac{c}{b}, \color{blue}{-2}, 2 \cdot b\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}{a} \cdot 0.5\\ \end{array} \]
                                                              4. Recombined 3 regimes into one program.
                                                              5. Add Preprocessing

                                                              Alternative 5: 89.9% accurate, 0.9× speedup?

                                                              \[\begin{array}{l} \\ \begin{array}{l} t_0 := \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\\ t_1 := \frac{-b}{a}\\ t_2 := \frac{t\_0 - b}{a} \cdot 0.5\\ \mathbf{if}\;b \leq -2.2 \cdot 10^{+45}:\\ \;\;\;\;\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;t\_1\\ \mathbf{else}:\\ \;\;\;\;t\_1\\ \end{array}\\ \mathbf{elif}\;b \leq 5 \cdot 10^{+74}:\\ \;\;\;\;\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;c \cdot \frac{-2}{t\_0 + b}\\ \mathbf{else}:\\ \;\;\;\;t\_2\\ \end{array}\\ \mathbf{elif}\;b \geq 0:\\ \;\;\;\;\frac{-2 \cdot c}{\mathsf{fma}\left(a \cdot \frac{c}{b}, -2, 2 \cdot b\right)}\\ \mathbf{else}:\\ \;\;\;\;t\_2\\ \end{array} \end{array} \]
                                                              (FPCore (a b c)
                                                               :precision binary64
                                                               (let* ((t_0 (sqrt (fma (* -4.0 a) c (* b b))))
                                                                      (t_1 (/ (- b) a))
                                                                      (t_2 (* (/ (- t_0 b) a) 0.5)))
                                                                 (if (<= b -2.2e+45)
                                                                   (if (>= b 0.0) t_1 t_1)
                                                                   (if (<= b 5e+74)
                                                                     (if (>= b 0.0) (* c (/ -2.0 (+ t_0 b))) t_2)
                                                                     (if (>= b 0.0)
                                                                       (/ (* -2.0 c) (fma (* a (/ c b)) -2.0 (* 2.0 b)))
                                                                       t_2)))))
                                                              double code(double a, double b, double c) {
                                                              	double t_0 = sqrt(fma((-4.0 * a), c, (b * b)));
                                                              	double t_1 = -b / a;
                                                              	double t_2 = ((t_0 - b) / a) * 0.5;
                                                              	double tmp_1;
                                                              	if (b <= -2.2e+45) {
                                                              		double tmp_2;
                                                              		if (b >= 0.0) {
                                                              			tmp_2 = t_1;
                                                              		} else {
                                                              			tmp_2 = t_1;
                                                              		}
                                                              		tmp_1 = tmp_2;
                                                              	} else if (b <= 5e+74) {
                                                              		double tmp_3;
                                                              		if (b >= 0.0) {
                                                              			tmp_3 = c * (-2.0 / (t_0 + b));
                                                              		} else {
                                                              			tmp_3 = t_2;
                                                              		}
                                                              		tmp_1 = tmp_3;
                                                              	} else if (b >= 0.0) {
                                                              		tmp_1 = (-2.0 * c) / fma((a * (c / b)), -2.0, (2.0 * b));
                                                              	} else {
                                                              		tmp_1 = t_2;
                                                              	}
                                                              	return tmp_1;
                                                              }
                                                              
                                                              function code(a, b, c)
                                                              	t_0 = sqrt(fma(Float64(-4.0 * a), c, Float64(b * b)))
                                                              	t_1 = Float64(Float64(-b) / a)
                                                              	t_2 = Float64(Float64(Float64(t_0 - b) / a) * 0.5)
                                                              	tmp_1 = 0.0
                                                              	if (b <= -2.2e+45)
                                                              		tmp_2 = 0.0
                                                              		if (b >= 0.0)
                                                              			tmp_2 = t_1;
                                                              		else
                                                              			tmp_2 = t_1;
                                                              		end
                                                              		tmp_1 = tmp_2;
                                                              	elseif (b <= 5e+74)
                                                              		tmp_3 = 0.0
                                                              		if (b >= 0.0)
                                                              			tmp_3 = Float64(c * Float64(-2.0 / Float64(t_0 + b)));
                                                              		else
                                                              			tmp_3 = t_2;
                                                              		end
                                                              		tmp_1 = tmp_3;
                                                              	elseif (b >= 0.0)
                                                              		tmp_1 = Float64(Float64(-2.0 * c) / fma(Float64(a * Float64(c / b)), -2.0, Float64(2.0 * b)));
                                                              	else
                                                              		tmp_1 = t_2;
                                                              	end
                                                              	return tmp_1
                                                              end
                                                              
                                                              code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(-4.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = N[((-b) / a), $MachinePrecision]}, Block[{t$95$2 = N[(N[(N[(t$95$0 - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]}, If[LessEqual[b, -2.2e+45], If[GreaterEqual[b, 0.0], t$95$1, t$95$1], If[LessEqual[b, 5e+74], If[GreaterEqual[b, 0.0], N[(c * N[(-2.0 / N[(t$95$0 + b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], t$95$2], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[(N[(a * N[(c / b), $MachinePrecision]), $MachinePrecision] * -2.0 + N[(2.0 * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], t$95$2]]]]]]
                                                              
                                                              \begin{array}{l}
                                                              
                                                              \\
                                                              \begin{array}{l}
                                                              t_0 := \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\\
                                                              t_1 := \frac{-b}{a}\\
                                                              t_2 := \frac{t\_0 - b}{a} \cdot 0.5\\
                                                              \mathbf{if}\;b \leq -2.2 \cdot 10^{+45}:\\
                                                              \;\;\;\;\begin{array}{l}
                                                              \mathbf{if}\;b \geq 0:\\
                                                              \;\;\;\;t\_1\\
                                                              
                                                              \mathbf{else}:\\
                                                              \;\;\;\;t\_1\\
                                                              
                                                              
                                                              \end{array}\\
                                                              
                                                              \mathbf{elif}\;b \leq 5 \cdot 10^{+74}:\\
                                                              \;\;\;\;\begin{array}{l}
                                                              \mathbf{if}\;b \geq 0:\\
                                                              \;\;\;\;c \cdot \frac{-2}{t\_0 + b}\\
                                                              
                                                              \mathbf{else}:\\
                                                              \;\;\;\;t\_2\\
                                                              
                                                              
                                                              \end{array}\\
                                                              
                                                              \mathbf{elif}\;b \geq 0:\\
                                                              \;\;\;\;\frac{-2 \cdot c}{\mathsf{fma}\left(a \cdot \frac{c}{b}, -2, 2 \cdot b\right)}\\
                                                              
                                                              \mathbf{else}:\\
                                                              \;\;\;\;t\_2\\
                                                              
                                                              
                                                              \end{array}
                                                              \end{array}
                                                              
                                                              Derivation
                                                              1. Split input into 3 regimes
                                                              2. if b < -2.2e45

                                                                1. Initial program 60.8%

                                                                  \[\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
                                                                2. Add Preprocessing
                                                                3. Taylor expanded in b around -inf

                                                                  \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + -1 \cdot b}{2 \cdot a}\\ \end{array} \]
                                                                4. Step-by-step derivation
                                                                  1. Applied rewrites91.2%

                                                                    \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                                                  2. Taylor expanded in a around 0

                                                                    \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{\color{blue}{{b}^{2}}}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                                                  3. Step-by-step derivation
                                                                    1. Applied rewrites91.2%

                                                                      \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{\color{blue}{b \cdot b}}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                                                    2. Taylor expanded in b around -inf

                                                                      \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{-1 \cdot \frac{b}{a}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                                                    3. Step-by-step derivation
                                                                      1. Applied rewrites91.2%

                                                                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{\frac{-b}{a}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                                                      2. Taylor expanded in b around -inf

                                                                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-b}{a}\\ \mathbf{else}:\\ \;\;\;\;-1 \cdot \frac{b}{a}\\ \end{array} \]
                                                                      3. Step-by-step derivation
                                                                        1. Applied rewrites91.2%

                                                                          \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-b}{a}\\ \mathbf{else}:\\ \;\;\;\;\frac{-b}{a}\\ \end{array} \]

                                                                        if -2.2e45 < b < 4.99999999999999963e74

                                                                        1. Initial program 90.9%

                                                                          \[\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
                                                                        2. Add Preprocessing
                                                                        3. Taylor expanded in a around 0

                                                                          \[\leadsto \color{blue}{\begin{array}{l} \color{blue}{\mathbf{if}\;b \geq 0:\\ \;\;\;\;-2 \cdot \frac{c}{b + \sqrt{{b}^{2} - 4 \cdot \left(a \cdot c\right)}}\\ \mathbf{else}:\\ \;\;\;\;\frac{1}{2} \cdot \frac{\sqrt{{b}^{2} - 4 \cdot \left(a \cdot c\right)} - b}{a}\\ } \end{array}} \]
                                                                        4. Step-by-step derivation
                                                                          1. Applied rewrites90.9%

                                                                            \[\leadsto \color{blue}{\begin{array}{l} \color{blue}{\mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-2 \cdot c}{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} + b}\\ \mathbf{else}:\\ \;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}{a} \cdot 0.5\\ } \end{array}} \]
                                                                          2. Step-by-step derivation
                                                                            1. Applied rewrites90.8%

                                                                              \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;c \cdot \color{blue}{\frac{-2}{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} + b}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}{a} \cdot 0.5\\ \end{array} \]

                                                                            if 4.99999999999999963e74 < b

                                                                            1. Initial program 54.9%

                                                                              \[\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
                                                                            2. Add Preprocessing
                                                                            3. Taylor expanded in a around 0

                                                                              \[\leadsto \color{blue}{\begin{array}{l} \color{blue}{\mathbf{if}\;b \geq 0:\\ \;\;\;\;-2 \cdot \frac{c}{b + \sqrt{{b}^{2} - 4 \cdot \left(a \cdot c\right)}}\\ \mathbf{else}:\\ \;\;\;\;\frac{1}{2} \cdot \frac{\sqrt{{b}^{2} - 4 \cdot \left(a \cdot c\right)} - b}{a}\\ } \end{array}} \]
                                                                            4. Step-by-step derivation
                                                                              1. Applied rewrites55.1%

                                                                                \[\leadsto \color{blue}{\begin{array}{l} \color{blue}{\mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-2 \cdot c}{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} + b}\\ \mathbf{else}:\\ \;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}{a} \cdot 0.5\\ } \end{array}} \]
                                                                              2. Taylor expanded in a around 0

                                                                                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-2 \cdot c}{-2 \cdot \frac{a \cdot c}{b} + \color{blue}{2 \cdot b}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}{a} \cdot \frac{1}{2}\\ \end{array} \]
                                                                              3. Step-by-step derivation
                                                                                1. Applied rewrites98.5%

                                                                                  \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-2 \cdot c}{\mathsf{fma}\left(a \cdot \frac{c}{b}, \color{blue}{-2}, 2 \cdot b\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}{a} \cdot 0.5\\ \end{array} \]
                                                                              4. Recombined 3 regimes into one program.
                                                                              5. Add Preprocessing

                                                                              Alternative 6: 89.9% accurate, 0.9× speedup?

                                                                              \[\begin{array}{l} \\ \begin{array}{l} t_0 := \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\\ t_1 := \frac{-b}{a}\\ \mathbf{if}\;b \leq -2.2 \cdot 10^{+45}:\\ \;\;\;\;\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;t\_1\\ \mathbf{else}:\\ \;\;\;\;t\_1\\ \end{array}\\ \mathbf{elif}\;b \leq 5 \cdot 10^{+74}:\\ \;\;\;\;\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;c \cdot \frac{-2}{t\_0 + b}\\ \mathbf{else}:\\ \;\;\;\;\frac{t\_0 - b}{a} \cdot 0.5\\ \end{array}\\ \mathbf{else}:\\ \;\;\;\;\frac{-2 \cdot c}{\mathsf{fma}\left(\frac{c}{b} \cdot a, -2, 2 \cdot b\right)}\\ \end{array} \end{array} \]
                                                                              (FPCore (a b c)
                                                                               :precision binary64
                                                                               (let* ((t_0 (sqrt (fma (* -4.0 a) c (* b b)))) (t_1 (/ (- b) a)))
                                                                                 (if (<= b -2.2e+45)
                                                                                   (if (>= b 0.0) t_1 t_1)
                                                                                   (if (<= b 5e+74)
                                                                                     (if (>= b 0.0) (* c (/ -2.0 (+ t_0 b))) (* (/ (- t_0 b) a) 0.5))
                                                                                     (/ (* -2.0 c) (fma (* (/ c b) a) -2.0 (* 2.0 b)))))))
                                                                              double code(double a, double b, double c) {
                                                                              	double t_0 = sqrt(fma((-4.0 * a), c, (b * b)));
                                                                              	double t_1 = -b / a;
                                                                              	double tmp_1;
                                                                              	if (b <= -2.2e+45) {
                                                                              		double tmp_2;
                                                                              		if (b >= 0.0) {
                                                                              			tmp_2 = t_1;
                                                                              		} else {
                                                                              			tmp_2 = t_1;
                                                                              		}
                                                                              		tmp_1 = tmp_2;
                                                                              	} else if (b <= 5e+74) {
                                                                              		double tmp_3;
                                                                              		if (b >= 0.0) {
                                                                              			tmp_3 = c * (-2.0 / (t_0 + b));
                                                                              		} else {
                                                                              			tmp_3 = ((t_0 - b) / a) * 0.5;
                                                                              		}
                                                                              		tmp_1 = tmp_3;
                                                                              	} else {
                                                                              		tmp_1 = (-2.0 * c) / fma(((c / b) * a), -2.0, (2.0 * b));
                                                                              	}
                                                                              	return tmp_1;
                                                                              }
                                                                              
                                                                              function code(a, b, c)
                                                                              	t_0 = sqrt(fma(Float64(-4.0 * a), c, Float64(b * b)))
                                                                              	t_1 = Float64(Float64(-b) / a)
                                                                              	tmp_1 = 0.0
                                                                              	if (b <= -2.2e+45)
                                                                              		tmp_2 = 0.0
                                                                              		if (b >= 0.0)
                                                                              			tmp_2 = t_1;
                                                                              		else
                                                                              			tmp_2 = t_1;
                                                                              		end
                                                                              		tmp_1 = tmp_2;
                                                                              	elseif (b <= 5e+74)
                                                                              		tmp_3 = 0.0
                                                                              		if (b >= 0.0)
                                                                              			tmp_3 = Float64(c * Float64(-2.0 / Float64(t_0 + b)));
                                                                              		else
                                                                              			tmp_3 = Float64(Float64(Float64(t_0 - b) / a) * 0.5);
                                                                              		end
                                                                              		tmp_1 = tmp_3;
                                                                              	else
                                                                              		tmp_1 = Float64(Float64(-2.0 * c) / fma(Float64(Float64(c / b) * a), -2.0, Float64(2.0 * b)));
                                                                              	end
                                                                              	return tmp_1
                                                                              end
                                                                              
                                                                              code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(-4.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = N[((-b) / a), $MachinePrecision]}, If[LessEqual[b, -2.2e+45], If[GreaterEqual[b, 0.0], t$95$1, t$95$1], If[LessEqual[b, 5e+74], If[GreaterEqual[b, 0.0], N[(c * N[(-2.0 / N[(t$95$0 + b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(N[(t$95$0 - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]], N[(N[(-2.0 * c), $MachinePrecision] / N[(N[(N[(c / b), $MachinePrecision] * a), $MachinePrecision] * -2.0 + N[(2.0 * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]
                                                                              
                                                                              \begin{array}{l}
                                                                              
                                                                              \\
                                                                              \begin{array}{l}
                                                                              t_0 := \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\\
                                                                              t_1 := \frac{-b}{a}\\
                                                                              \mathbf{if}\;b \leq -2.2 \cdot 10^{+45}:\\
                                                                              \;\;\;\;\begin{array}{l}
                                                                              \mathbf{if}\;b \geq 0:\\
                                                                              \;\;\;\;t\_1\\
                                                                              
                                                                              \mathbf{else}:\\
                                                                              \;\;\;\;t\_1\\
                                                                              
                                                                              
                                                                              \end{array}\\
                                                                              
                                                                              \mathbf{elif}\;b \leq 5 \cdot 10^{+74}:\\
                                                                              \;\;\;\;\begin{array}{l}
                                                                              \mathbf{if}\;b \geq 0:\\
                                                                              \;\;\;\;c \cdot \frac{-2}{t\_0 + b}\\
                                                                              
                                                                              \mathbf{else}:\\
                                                                              \;\;\;\;\frac{t\_0 - b}{a} \cdot 0.5\\
                                                                              
                                                                              
                                                                              \end{array}\\
                                                                              
                                                                              \mathbf{else}:\\
                                                                              \;\;\;\;\frac{-2 \cdot c}{\mathsf{fma}\left(\frac{c}{b} \cdot a, -2, 2 \cdot b\right)}\\
                                                                              
                                                                              
                                                                              \end{array}
                                                                              \end{array}
                                                                              
                                                                              Derivation
                                                                              1. Split input into 3 regimes
                                                                              2. if b < -2.2e45

                                                                                1. Initial program 60.8%

                                                                                  \[\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
                                                                                2. Add Preprocessing
                                                                                3. Taylor expanded in b around -inf

                                                                                  \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + -1 \cdot b}{2 \cdot a}\\ \end{array} \]
                                                                                4. Step-by-step derivation
                                                                                  1. Applied rewrites91.2%

                                                                                    \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                                                                  2. Taylor expanded in a around 0

                                                                                    \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{\color{blue}{{b}^{2}}}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                                                                  3. Step-by-step derivation
                                                                                    1. Applied rewrites91.2%

                                                                                      \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{\color{blue}{b \cdot b}}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                                                                    2. Taylor expanded in b around -inf

                                                                                      \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{-1 \cdot \frac{b}{a}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                                                                    3. Step-by-step derivation
                                                                                      1. Applied rewrites91.2%

                                                                                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{\frac{-b}{a}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                                                                      2. Taylor expanded in b around -inf

                                                                                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-b}{a}\\ \mathbf{else}:\\ \;\;\;\;-1 \cdot \frac{b}{a}\\ \end{array} \]
                                                                                      3. Step-by-step derivation
                                                                                        1. Applied rewrites91.2%

                                                                                          \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-b}{a}\\ \mathbf{else}:\\ \;\;\;\;\frac{-b}{a}\\ \end{array} \]

                                                                                        if -2.2e45 < b < 4.99999999999999963e74

                                                                                        1. Initial program 90.9%

                                                                                          \[\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
                                                                                        2. Add Preprocessing
                                                                                        3. Taylor expanded in a around 0

                                                                                          \[\leadsto \color{blue}{\begin{array}{l} \color{blue}{\mathbf{if}\;b \geq 0:\\ \;\;\;\;-2 \cdot \frac{c}{b + \sqrt{{b}^{2} - 4 \cdot \left(a \cdot c\right)}}\\ \mathbf{else}:\\ \;\;\;\;\frac{1}{2} \cdot \frac{\sqrt{{b}^{2} - 4 \cdot \left(a \cdot c\right)} - b}{a}\\ } \end{array}} \]
                                                                                        4. Step-by-step derivation
                                                                                          1. Applied rewrites90.9%

                                                                                            \[\leadsto \color{blue}{\begin{array}{l} \color{blue}{\mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-2 \cdot c}{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} + b}\\ \mathbf{else}:\\ \;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}{a} \cdot 0.5\\ } \end{array}} \]
                                                                                          2. Step-by-step derivation
                                                                                            1. Applied rewrites90.8%

                                                                                              \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;c \cdot \color{blue}{\frac{-2}{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} + b}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}{a} \cdot 0.5\\ \end{array} \]

                                                                                            if 4.99999999999999963e74 < b

                                                                                            1. Initial program 54.9%

                                                                                              \[\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
                                                                                            2. Add Preprocessing
                                                                                            3. Step-by-step derivation
                                                                                              1. lift-/.f64N/A

                                                                                                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
                                                                                              2. lift-+.f64N/A

                                                                                                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
                                                                                              3. flip-+N/A

                                                                                                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\frac{\left(-b\right) \cdot \left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c} \cdot \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}}{2 \cdot a}\\ \end{array} \]
                                                                                              4. lift--.f64N/A

                                                                                                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\frac{\left(-b\right) \cdot \left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c} \cdot \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}}{2 \cdot a}\\ \end{array} \]
                                                                                              5. associate-/l/N/A

                                                                                                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) \cdot \left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c} \cdot \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{\left(\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\right) \cdot \left(2 \cdot a\right)}\\ \end{array} \]
                                                                                              6. lower-/.f64N/A

                                                                                                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) \cdot \left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c} \cdot \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{\left(\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\right) \cdot \left(2 \cdot a\right)}\\ \end{array} \]
                                                                                            4. Applied rewrites54.9%

                                                                                              \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{b \cdot b - \mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}{\left(\left(-b\right) - \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\right) \cdot \left(2 \cdot a\right)}\\ \end{array} \]
                                                                                            5. Taylor expanded in a around 0

                                                                                              \[\leadsto \color{blue}{\begin{array}{l} \color{blue}{\mathbf{if}\;b \geq 0:\\ \;\;\;\;-2 \cdot \frac{c}{b + \sqrt{{b}^{2} - 4 \cdot \left(a \cdot c\right)}}\\ \mathbf{else}:\\ \;\;\;\;-2 \cdot \frac{c}{b + \sqrt{-4 \cdot \left(a \cdot c\right) + {b}^{2}}}\\ } \end{array}} \]
                                                                                            6. Applied rewrites55.1%

                                                                                              \[\leadsto \color{blue}{\frac{-2 \cdot c}{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} + b}} \]
                                                                                            7. Taylor expanded in a around 0

                                                                                              \[\leadsto \frac{-2 \cdot c}{-2 \cdot \frac{a \cdot c}{b} + \color{blue}{2 \cdot b}} \]
                                                                                            8. Step-by-step derivation
                                                                                              1. Applied rewrites98.5%

                                                                                                \[\leadsto \frac{-2 \cdot c}{\mathsf{fma}\left(\frac{c}{b} \cdot a, \color{blue}{-2}, 2 \cdot b\right)} \]
                                                                                            9. Recombined 3 regimes into one program.
                                                                                            10. Add Preprocessing

                                                                                            Alternative 7: 89.9% accurate, 0.9× speedup?

                                                                                            \[\begin{array}{l} \\ \begin{array}{l} t_0 := \frac{c}{b} \cdot a\\ t_1 := \frac{-b}{a}\\ t_2 := \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\\ \mathbf{if}\;b \leq -2.2 \cdot 10^{+45}:\\ \;\;\;\;\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;t\_1\\ \mathbf{else}:\\ \;\;\;\;t\_1\\ \end{array}\\ \mathbf{elif}\;b \leq -2.45 \cdot 10^{-253}:\\ \;\;\;\;\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;c \cdot \frac{-2}{\mathsf{fma}\left(t\_0, -2, b\right) + b}\\ \mathbf{else}:\\ \;\;\;\;\frac{t\_2 - b}{a} \cdot 0.5\\ \end{array}\\ \mathbf{elif}\;b \leq 5 \cdot 10^{+74}:\\ \;\;\;\;\frac{-2 \cdot c}{t\_2 + b}\\ \mathbf{else}:\\ \;\;\;\;\frac{-2 \cdot c}{\mathsf{fma}\left(t\_0, -2, 2 \cdot b\right)}\\ \end{array} \end{array} \]
                                                                                            (FPCore (a b c)
                                                                                             :precision binary64
                                                                                             (let* ((t_0 (* (/ c b) a))
                                                                                                    (t_1 (/ (- b) a))
                                                                                                    (t_2 (sqrt (fma (* -4.0 a) c (* b b)))))
                                                                                               (if (<= b -2.2e+45)
                                                                                                 (if (>= b 0.0) t_1 t_1)
                                                                                                 (if (<= b -2.45e-253)
                                                                                                   (if (>= b 0.0)
                                                                                                     (* c (/ -2.0 (+ (fma t_0 -2.0 b) b)))
                                                                                                     (* (/ (- t_2 b) a) 0.5))
                                                                                                   (if (<= b 5e+74)
                                                                                                     (/ (* -2.0 c) (+ t_2 b))
                                                                                                     (/ (* -2.0 c) (fma t_0 -2.0 (* 2.0 b))))))))
                                                                                            double code(double a, double b, double c) {
                                                                                            	double t_0 = (c / b) * a;
                                                                                            	double t_1 = -b / a;
                                                                                            	double t_2 = sqrt(fma((-4.0 * a), c, (b * b)));
                                                                                            	double tmp_1;
                                                                                            	if (b <= -2.2e+45) {
                                                                                            		double tmp_2;
                                                                                            		if (b >= 0.0) {
                                                                                            			tmp_2 = t_1;
                                                                                            		} else {
                                                                                            			tmp_2 = t_1;
                                                                                            		}
                                                                                            		tmp_1 = tmp_2;
                                                                                            	} else if (b <= -2.45e-253) {
                                                                                            		double tmp_3;
                                                                                            		if (b >= 0.0) {
                                                                                            			tmp_3 = c * (-2.0 / (fma(t_0, -2.0, b) + b));
                                                                                            		} else {
                                                                                            			tmp_3 = ((t_2 - b) / a) * 0.5;
                                                                                            		}
                                                                                            		tmp_1 = tmp_3;
                                                                                            	} else if (b <= 5e+74) {
                                                                                            		tmp_1 = (-2.0 * c) / (t_2 + b);
                                                                                            	} else {
                                                                                            		tmp_1 = (-2.0 * c) / fma(t_0, -2.0, (2.0 * b));
                                                                                            	}
                                                                                            	return tmp_1;
                                                                                            }
                                                                                            
                                                                                            function code(a, b, c)
                                                                                            	t_0 = Float64(Float64(c / b) * a)
                                                                                            	t_1 = Float64(Float64(-b) / a)
                                                                                            	t_2 = sqrt(fma(Float64(-4.0 * a), c, Float64(b * b)))
                                                                                            	tmp_1 = 0.0
                                                                                            	if (b <= -2.2e+45)
                                                                                            		tmp_2 = 0.0
                                                                                            		if (b >= 0.0)
                                                                                            			tmp_2 = t_1;
                                                                                            		else
                                                                                            			tmp_2 = t_1;
                                                                                            		end
                                                                                            		tmp_1 = tmp_2;
                                                                                            	elseif (b <= -2.45e-253)
                                                                                            		tmp_3 = 0.0
                                                                                            		if (b >= 0.0)
                                                                                            			tmp_3 = Float64(c * Float64(-2.0 / Float64(fma(t_0, -2.0, b) + b)));
                                                                                            		else
                                                                                            			tmp_3 = Float64(Float64(Float64(t_2 - b) / a) * 0.5);
                                                                                            		end
                                                                                            		tmp_1 = tmp_3;
                                                                                            	elseif (b <= 5e+74)
                                                                                            		tmp_1 = Float64(Float64(-2.0 * c) / Float64(t_2 + b));
                                                                                            	else
                                                                                            		tmp_1 = Float64(Float64(-2.0 * c) / fma(t_0, -2.0, Float64(2.0 * b)));
                                                                                            	end
                                                                                            	return tmp_1
                                                                                            end
                                                                                            
                                                                                            code[a_, b_, c_] := Block[{t$95$0 = N[(N[(c / b), $MachinePrecision] * a), $MachinePrecision]}, Block[{t$95$1 = N[((-b) / a), $MachinePrecision]}, Block[{t$95$2 = N[Sqrt[N[(N[(-4.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -2.2e+45], If[GreaterEqual[b, 0.0], t$95$1, t$95$1], If[LessEqual[b, -2.45e-253], If[GreaterEqual[b, 0.0], N[(c * N[(-2.0 / N[(N[(t$95$0 * -2.0 + b), $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(N[(t$95$2 - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]], If[LessEqual[b, 5e+74], N[(N[(-2.0 * c), $MachinePrecision] / N[(t$95$2 + b), $MachinePrecision]), $MachinePrecision], N[(N[(-2.0 * c), $MachinePrecision] / N[(t$95$0 * -2.0 + N[(2.0 * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]]]
                                                                                            
                                                                                            \begin{array}{l}
                                                                                            
                                                                                            \\
                                                                                            \begin{array}{l}
                                                                                            t_0 := \frac{c}{b} \cdot a\\
                                                                                            t_1 := \frac{-b}{a}\\
                                                                                            t_2 := \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\\
                                                                                            \mathbf{if}\;b \leq -2.2 \cdot 10^{+45}:\\
                                                                                            \;\;\;\;\begin{array}{l}
                                                                                            \mathbf{if}\;b \geq 0:\\
                                                                                            \;\;\;\;t\_1\\
                                                                                            
                                                                                            \mathbf{else}:\\
                                                                                            \;\;\;\;t\_1\\
                                                                                            
                                                                                            
                                                                                            \end{array}\\
                                                                                            
                                                                                            \mathbf{elif}\;b \leq -2.45 \cdot 10^{-253}:\\
                                                                                            \;\;\;\;\begin{array}{l}
                                                                                            \mathbf{if}\;b \geq 0:\\
                                                                                            \;\;\;\;c \cdot \frac{-2}{\mathsf{fma}\left(t\_0, -2, b\right) + b}\\
                                                                                            
                                                                                            \mathbf{else}:\\
                                                                                            \;\;\;\;\frac{t\_2 - b}{a} \cdot 0.5\\
                                                                                            
                                                                                            
                                                                                            \end{array}\\
                                                                                            
                                                                                            \mathbf{elif}\;b \leq 5 \cdot 10^{+74}:\\
                                                                                            \;\;\;\;\frac{-2 \cdot c}{t\_2 + b}\\
                                                                                            
                                                                                            \mathbf{else}:\\
                                                                                            \;\;\;\;\frac{-2 \cdot c}{\mathsf{fma}\left(t\_0, -2, 2 \cdot b\right)}\\
                                                                                            
                                                                                            
                                                                                            \end{array}
                                                                                            \end{array}
                                                                                            
                                                                                            Derivation
                                                                                            1. Split input into 4 regimes
                                                                                            2. if b < -2.2e45

                                                                                              1. Initial program 60.8%

                                                                                                \[\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
                                                                                              2. Add Preprocessing
                                                                                              3. Taylor expanded in b around -inf

                                                                                                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + -1 \cdot b}{2 \cdot a}\\ \end{array} \]
                                                                                              4. Step-by-step derivation
                                                                                                1. Applied rewrites91.2%

                                                                                                  \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                                                                                2. Taylor expanded in a around 0

                                                                                                  \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{\color{blue}{{b}^{2}}}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                                                                                3. Step-by-step derivation
                                                                                                  1. Applied rewrites91.2%

                                                                                                    \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{\color{blue}{b \cdot b}}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                                                                                  2. Taylor expanded in b around -inf

                                                                                                    \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{-1 \cdot \frac{b}{a}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                                                                                  3. Step-by-step derivation
                                                                                                    1. Applied rewrites91.2%

                                                                                                      \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{\frac{-b}{a}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                                                                                    2. Taylor expanded in b around -inf

                                                                                                      \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-b}{a}\\ \mathbf{else}:\\ \;\;\;\;-1 \cdot \frac{b}{a}\\ \end{array} \]
                                                                                                    3. Step-by-step derivation
                                                                                                      1. Applied rewrites91.2%

                                                                                                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-b}{a}\\ \mathbf{else}:\\ \;\;\;\;\frac{-b}{a}\\ \end{array} \]

                                                                                                      if -2.2e45 < b < -2.45e-253

                                                                                                      1. Initial program 89.9%

                                                                                                        \[\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
                                                                                                      2. Add Preprocessing
                                                                                                      3. Taylor expanded in a around 0

                                                                                                        \[\leadsto \color{blue}{\begin{array}{l} \color{blue}{\mathbf{if}\;b \geq 0:\\ \;\;\;\;-2 \cdot \frac{c}{b + \sqrt{{b}^{2} - 4 \cdot \left(a \cdot c\right)}}\\ \mathbf{else}:\\ \;\;\;\;\frac{1}{2} \cdot \frac{\sqrt{{b}^{2} - 4 \cdot \left(a \cdot c\right)} - b}{a}\\ } \end{array}} \]
                                                                                                      4. Step-by-step derivation
                                                                                                        1. Applied rewrites89.9%

                                                                                                          \[\leadsto \color{blue}{\begin{array}{l} \color{blue}{\mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-2 \cdot c}{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} + b}\\ \mathbf{else}:\\ \;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}{a} \cdot 0.5\\ } \end{array}} \]
                                                                                                        2. Step-by-step derivation
                                                                                                          1. Applied rewrites89.9%

                                                                                                            \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;c \cdot \color{blue}{\frac{-2}{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} + b}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}{a} \cdot 0.5\\ \end{array} \]
                                                                                                          2. Taylor expanded in a around 0

                                                                                                            \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;c \cdot \frac{-2}{\left(b + -2 \cdot \frac{a \cdot c}{b}\right) + b}\\ \mathbf{else}:\\ \;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}{a} \cdot \frac{1}{2}\\ \end{array} \]
                                                                                                          3. Step-by-step derivation
                                                                                                            1. Applied rewrites89.9%

                                                                                                              \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;c \cdot \frac{-2}{\mathsf{fma}\left(\frac{c}{b} \cdot a, -2, b\right) + b}\\ \mathbf{else}:\\ \;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}{a} \cdot 0.5\\ \end{array} \]

                                                                                                            if -2.45e-253 < b < 4.99999999999999963e74

                                                                                                            1. Initial program 91.6%

                                                                                                              \[\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
                                                                                                            2. Add Preprocessing
                                                                                                            3. Step-by-step derivation
                                                                                                              1. lift-/.f64N/A

                                                                                                                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
                                                                                                              2. lift-+.f64N/A

                                                                                                                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
                                                                                                              3. flip-+N/A

                                                                                                                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\frac{\left(-b\right) \cdot \left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c} \cdot \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}}{2 \cdot a}\\ \end{array} \]
                                                                                                              4. lift--.f64N/A

                                                                                                                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\frac{\left(-b\right) \cdot \left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c} \cdot \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}}{2 \cdot a}\\ \end{array} \]
                                                                                                              5. associate-/l/N/A

                                                                                                                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) \cdot \left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c} \cdot \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{\left(\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\right) \cdot \left(2 \cdot a\right)}\\ \end{array} \]
                                                                                                              6. lower-/.f64N/A

                                                                                                                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) \cdot \left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c} \cdot \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{\left(\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\right) \cdot \left(2 \cdot a\right)}\\ \end{array} \]
                                                                                                            4. Applied rewrites90.5%

                                                                                                              \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{b \cdot b - \mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}{\left(\left(-b\right) - \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\right) \cdot \left(2 \cdot a\right)}\\ \end{array} \]
                                                                                                            5. Taylor expanded in a around 0

                                                                                                              \[\leadsto \color{blue}{\begin{array}{l} \color{blue}{\mathbf{if}\;b \geq 0:\\ \;\;\;\;-2 \cdot \frac{c}{b + \sqrt{{b}^{2} - 4 \cdot \left(a \cdot c\right)}}\\ \mathbf{else}:\\ \;\;\;\;-2 \cdot \frac{c}{b + \sqrt{-4 \cdot \left(a \cdot c\right) + {b}^{2}}}\\ } \end{array}} \]
                                                                                                            6. Applied rewrites91.6%

                                                                                                              \[\leadsto \color{blue}{\frac{-2 \cdot c}{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} + b}} \]

                                                                                                            if 4.99999999999999963e74 < b

                                                                                                            1. Initial program 54.9%

                                                                                                              \[\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
                                                                                                            2. Add Preprocessing
                                                                                                            3. Step-by-step derivation
                                                                                                              1. lift-/.f64N/A

                                                                                                                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
                                                                                                              2. lift-+.f64N/A

                                                                                                                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
                                                                                                              3. flip-+N/A

                                                                                                                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\frac{\left(-b\right) \cdot \left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c} \cdot \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}}{2 \cdot a}\\ \end{array} \]
                                                                                                              4. lift--.f64N/A

                                                                                                                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\frac{\left(-b\right) \cdot \left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c} \cdot \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}}{2 \cdot a}\\ \end{array} \]
                                                                                                              5. associate-/l/N/A

                                                                                                                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) \cdot \left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c} \cdot \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{\left(\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\right) \cdot \left(2 \cdot a\right)}\\ \end{array} \]
                                                                                                              6. lower-/.f64N/A

                                                                                                                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) \cdot \left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c} \cdot \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{\left(\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\right) \cdot \left(2 \cdot a\right)}\\ \end{array} \]
                                                                                                            4. Applied rewrites54.9%

                                                                                                              \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{b \cdot b - \mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}{\left(\left(-b\right) - \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\right) \cdot \left(2 \cdot a\right)}\\ \end{array} \]
                                                                                                            5. Taylor expanded in a around 0

                                                                                                              \[\leadsto \color{blue}{\begin{array}{l} \color{blue}{\mathbf{if}\;b \geq 0:\\ \;\;\;\;-2 \cdot \frac{c}{b + \sqrt{{b}^{2} - 4 \cdot \left(a \cdot c\right)}}\\ \mathbf{else}:\\ \;\;\;\;-2 \cdot \frac{c}{b + \sqrt{-4 \cdot \left(a \cdot c\right) + {b}^{2}}}\\ } \end{array}} \]
                                                                                                            6. Applied rewrites55.1%

                                                                                                              \[\leadsto \color{blue}{\frac{-2 \cdot c}{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} + b}} \]
                                                                                                            7. Taylor expanded in a around 0

                                                                                                              \[\leadsto \frac{-2 \cdot c}{-2 \cdot \frac{a \cdot c}{b} + \color{blue}{2 \cdot b}} \]
                                                                                                            8. Step-by-step derivation
                                                                                                              1. Applied rewrites98.5%

                                                                                                                \[\leadsto \frac{-2 \cdot c}{\mathsf{fma}\left(\frac{c}{b} \cdot a, \color{blue}{-2}, 2 \cdot b\right)} \]
                                                                                                            9. Recombined 4 regimes into one program.
                                                                                                            10. Add Preprocessing

                                                                                                            Alternative 8: 85.2% accurate, 1.0× speedup?

                                                                                                            \[\begin{array}{l} \\ \begin{array}{l} t_0 := \frac{-b}{a}\\ \mathbf{if}\;b \leq -9.5 \cdot 10^{-35}:\\ \;\;\;\;\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;t\_0\\ \mathbf{else}:\\ \;\;\;\;t\_0\\ \end{array}\\ \mathbf{elif}\;b \leq 5 \cdot 10^{+74}:\\ \;\;\;\;\frac{-2 \cdot c}{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} + b}\\ \mathbf{else}:\\ \;\;\;\;\frac{-2 \cdot c}{\mathsf{fma}\left(\frac{c}{b} \cdot a, -2, 2 \cdot b\right)}\\ \end{array} \end{array} \]
                                                                                                            (FPCore (a b c)
                                                                                                             :precision binary64
                                                                                                             (let* ((t_0 (/ (- b) a)))
                                                                                                               (if (<= b -9.5e-35)
                                                                                                                 (if (>= b 0.0) t_0 t_0)
                                                                                                                 (if (<= b 5e+74)
                                                                                                                   (/ (* -2.0 c) (+ (sqrt (fma (* -4.0 a) c (* b b))) b))
                                                                                                                   (/ (* -2.0 c) (fma (* (/ c b) a) -2.0 (* 2.0 b)))))))
                                                                                                            double code(double a, double b, double c) {
                                                                                                            	double t_0 = -b / a;
                                                                                                            	double tmp_1;
                                                                                                            	if (b <= -9.5e-35) {
                                                                                                            		double tmp_2;
                                                                                                            		if (b >= 0.0) {
                                                                                                            			tmp_2 = t_0;
                                                                                                            		} else {
                                                                                                            			tmp_2 = t_0;
                                                                                                            		}
                                                                                                            		tmp_1 = tmp_2;
                                                                                                            	} else if (b <= 5e+74) {
                                                                                                            		tmp_1 = (-2.0 * c) / (sqrt(fma((-4.0 * a), c, (b * b))) + b);
                                                                                                            	} else {
                                                                                                            		tmp_1 = (-2.0 * c) / fma(((c / b) * a), -2.0, (2.0 * b));
                                                                                                            	}
                                                                                                            	return tmp_1;
                                                                                                            }
                                                                                                            
                                                                                                            function code(a, b, c)
                                                                                                            	t_0 = Float64(Float64(-b) / a)
                                                                                                            	tmp_1 = 0.0
                                                                                                            	if (b <= -9.5e-35)
                                                                                                            		tmp_2 = 0.0
                                                                                                            		if (b >= 0.0)
                                                                                                            			tmp_2 = t_0;
                                                                                                            		else
                                                                                                            			tmp_2 = t_0;
                                                                                                            		end
                                                                                                            		tmp_1 = tmp_2;
                                                                                                            	elseif (b <= 5e+74)
                                                                                                            		tmp_1 = Float64(Float64(-2.0 * c) / Float64(sqrt(fma(Float64(-4.0 * a), c, Float64(b * b))) + b));
                                                                                                            	else
                                                                                                            		tmp_1 = Float64(Float64(-2.0 * c) / fma(Float64(Float64(c / b) * a), -2.0, Float64(2.0 * b)));
                                                                                                            	end
                                                                                                            	return tmp_1
                                                                                                            end
                                                                                                            
                                                                                                            code[a_, b_, c_] := Block[{t$95$0 = N[((-b) / a), $MachinePrecision]}, If[LessEqual[b, -9.5e-35], If[GreaterEqual[b, 0.0], t$95$0, t$95$0], If[LessEqual[b, 5e+74], N[(N[(-2.0 * c), $MachinePrecision] / N[(N[Sqrt[N[(N[(-4.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision], N[(N[(-2.0 * c), $MachinePrecision] / N[(N[(N[(c / b), $MachinePrecision] * a), $MachinePrecision] * -2.0 + N[(2.0 * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]
                                                                                                            
                                                                                                            \begin{array}{l}
                                                                                                            
                                                                                                            \\
                                                                                                            \begin{array}{l}
                                                                                                            t_0 := \frac{-b}{a}\\
                                                                                                            \mathbf{if}\;b \leq -9.5 \cdot 10^{-35}:\\
                                                                                                            \;\;\;\;\begin{array}{l}
                                                                                                            \mathbf{if}\;b \geq 0:\\
                                                                                                            \;\;\;\;t\_0\\
                                                                                                            
                                                                                                            \mathbf{else}:\\
                                                                                                            \;\;\;\;t\_0\\
                                                                                                            
                                                                                                            
                                                                                                            \end{array}\\
                                                                                                            
                                                                                                            \mathbf{elif}\;b \leq 5 \cdot 10^{+74}:\\
                                                                                                            \;\;\;\;\frac{-2 \cdot c}{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} + b}\\
                                                                                                            
                                                                                                            \mathbf{else}:\\
                                                                                                            \;\;\;\;\frac{-2 \cdot c}{\mathsf{fma}\left(\frac{c}{b} \cdot a, -2, 2 \cdot b\right)}\\
                                                                                                            
                                                                                                            
                                                                                                            \end{array}
                                                                                                            \end{array}
                                                                                                            
                                                                                                            Derivation
                                                                                                            1. Split input into 3 regimes
                                                                                                            2. if b < -9.5000000000000003e-35

                                                                                                              1. Initial program 71.3%

                                                                                                                \[\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
                                                                                                              2. Add Preprocessing
                                                                                                              3. Taylor expanded in b around -inf

                                                                                                                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + -1 \cdot b}{2 \cdot a}\\ \end{array} \]
                                                                                                              4. Step-by-step derivation
                                                                                                                1. Applied rewrites87.4%

                                                                                                                  \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                                                                                                2. Taylor expanded in a around 0

                                                                                                                  \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{\color{blue}{{b}^{2}}}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                                                                                                3. Step-by-step derivation
                                                                                                                  1. Applied rewrites87.4%

                                                                                                                    \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{\color{blue}{b \cdot b}}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                                                                                                  2. Taylor expanded in b around -inf

                                                                                                                    \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{-1 \cdot \frac{b}{a}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                                                                                                  3. Step-by-step derivation
                                                                                                                    1. Applied rewrites87.4%

                                                                                                                      \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{\frac{-b}{a}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                                                                                                    2. Taylor expanded in b around -inf

                                                                                                                      \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-b}{a}\\ \mathbf{else}:\\ \;\;\;\;-1 \cdot \frac{b}{a}\\ \end{array} \]
                                                                                                                    3. Step-by-step derivation
                                                                                                                      1. Applied rewrites87.4%

                                                                                                                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-b}{a}\\ \mathbf{else}:\\ \;\;\;\;\frac{-b}{a}\\ \end{array} \]

                                                                                                                      if -9.5000000000000003e-35 < b < 4.99999999999999963e74

                                                                                                                      1. Initial program 89.5%

                                                                                                                        \[\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
                                                                                                                      2. Add Preprocessing
                                                                                                                      3. Step-by-step derivation
                                                                                                                        1. lift-/.f64N/A

                                                                                                                          \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
                                                                                                                        2. lift-+.f64N/A

                                                                                                                          \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
                                                                                                                        3. flip-+N/A

                                                                                                                          \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\frac{\left(-b\right) \cdot \left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c} \cdot \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}}{2 \cdot a}\\ \end{array} \]
                                                                                                                        4. lift--.f64N/A

                                                                                                                          \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\frac{\left(-b\right) \cdot \left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c} \cdot \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}}{2 \cdot a}\\ \end{array} \]
                                                                                                                        5. associate-/l/N/A

                                                                                                                          \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) \cdot \left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c} \cdot \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{\left(\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\right) \cdot \left(2 \cdot a\right)}\\ \end{array} \]
                                                                                                                        6. lower-/.f64N/A

                                                                                                                          \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) \cdot \left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c} \cdot \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{\left(\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\right) \cdot \left(2 \cdot a\right)}\\ \end{array} \]
                                                                                                                      4. Applied rewrites80.3%

                                                                                                                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{b \cdot b - \mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}{\left(\left(-b\right) - \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\right) \cdot \left(2 \cdot a\right)}\\ \end{array} \]
                                                                                                                      5. Taylor expanded in a around 0

                                                                                                                        \[\leadsto \color{blue}{\begin{array}{l} \color{blue}{\mathbf{if}\;b \geq 0:\\ \;\;\;\;-2 \cdot \frac{c}{b + \sqrt{{b}^{2} - 4 \cdot \left(a \cdot c\right)}}\\ \mathbf{else}:\\ \;\;\;\;-2 \cdot \frac{c}{b + \sqrt{-4 \cdot \left(a \cdot c\right) + {b}^{2}}}\\ } \end{array}} \]
                                                                                                                      6. Applied rewrites85.2%

                                                                                                                        \[\leadsto \color{blue}{\frac{-2 \cdot c}{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} + b}} \]

                                                                                                                      if 4.99999999999999963e74 < b

                                                                                                                      1. Initial program 54.9%

                                                                                                                        \[\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
                                                                                                                      2. Add Preprocessing
                                                                                                                      3. Step-by-step derivation
                                                                                                                        1. lift-/.f64N/A

                                                                                                                          \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
                                                                                                                        2. lift-+.f64N/A

                                                                                                                          \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
                                                                                                                        3. flip-+N/A

                                                                                                                          \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\frac{\left(-b\right) \cdot \left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c} \cdot \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}}{2 \cdot a}\\ \end{array} \]
                                                                                                                        4. lift--.f64N/A

                                                                                                                          \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\frac{\left(-b\right) \cdot \left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c} \cdot \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}}{2 \cdot a}\\ \end{array} \]
                                                                                                                        5. associate-/l/N/A

                                                                                                                          \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) \cdot \left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c} \cdot \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{\left(\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\right) \cdot \left(2 \cdot a\right)}\\ \end{array} \]
                                                                                                                        6. lower-/.f64N/A

                                                                                                                          \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) \cdot \left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c} \cdot \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{\left(\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\right) \cdot \left(2 \cdot a\right)}\\ \end{array} \]
                                                                                                                      4. Applied rewrites54.9%

                                                                                                                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{b \cdot b - \mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}{\left(\left(-b\right) - \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\right) \cdot \left(2 \cdot a\right)}\\ \end{array} \]
                                                                                                                      5. Taylor expanded in a around 0

                                                                                                                        \[\leadsto \color{blue}{\begin{array}{l} \color{blue}{\mathbf{if}\;b \geq 0:\\ \;\;\;\;-2 \cdot \frac{c}{b + \sqrt{{b}^{2} - 4 \cdot \left(a \cdot c\right)}}\\ \mathbf{else}:\\ \;\;\;\;-2 \cdot \frac{c}{b + \sqrt{-4 \cdot \left(a \cdot c\right) + {b}^{2}}}\\ } \end{array}} \]
                                                                                                                      6. Applied rewrites55.1%

                                                                                                                        \[\leadsto \color{blue}{\frac{-2 \cdot c}{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} + b}} \]
                                                                                                                      7. Taylor expanded in a around 0

                                                                                                                        \[\leadsto \frac{-2 \cdot c}{-2 \cdot \frac{a \cdot c}{b} + \color{blue}{2 \cdot b}} \]
                                                                                                                      8. Step-by-step derivation
                                                                                                                        1. Applied rewrites98.5%

                                                                                                                          \[\leadsto \frac{-2 \cdot c}{\mathsf{fma}\left(\frac{c}{b} \cdot a, \color{blue}{-2}, 2 \cdot b\right)} \]
                                                                                                                      9. Recombined 3 regimes into one program.
                                                                                                                      10. Add Preprocessing

                                                                                                                      Alternative 9: 67.8% accurate, 1.9× speedup?

                                                                                                                      \[\begin{array}{l} \\ \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-c}{b}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \end{array} \]
                                                                                                                      (FPCore (a b c)
                                                                                                                       :precision binary64
                                                                                                                       (if (>= b 0.0) (/ (- c) b) (/ (+ (- b) (- b)) (* 2.0 a))))
                                                                                                                      double code(double a, double b, double c) {
                                                                                                                      	double tmp;
                                                                                                                      	if (b >= 0.0) {
                                                                                                                      		tmp = -c / b;
                                                                                                                      	} else {
                                                                                                                      		tmp = (-b + -b) / (2.0 * a);
                                                                                                                      	}
                                                                                                                      	return tmp;
                                                                                                                      }
                                                                                                                      
                                                                                                                      module fmin_fmax_functions
                                                                                                                          implicit none
                                                                                                                          private
                                                                                                                          public fmax
                                                                                                                          public fmin
                                                                                                                      
                                                                                                                          interface fmax
                                                                                                                              module procedure fmax88
                                                                                                                              module procedure fmax44
                                                                                                                              module procedure fmax84
                                                                                                                              module procedure fmax48
                                                                                                                          end interface
                                                                                                                          interface fmin
                                                                                                                              module procedure fmin88
                                                                                                                              module procedure fmin44
                                                                                                                              module procedure fmin84
                                                                                                                              module procedure fmin48
                                                                                                                          end interface
                                                                                                                      contains
                                                                                                                          real(8) function fmax88(x, y) result (res)
                                                                                                                              real(8), intent (in) :: x
                                                                                                                              real(8), intent (in) :: y
                                                                                                                              res = merge(y, merge(x, max(x, y), y /= y), x /= x)
                                                                                                                          end function
                                                                                                                          real(4) function fmax44(x, y) result (res)
                                                                                                                              real(4), intent (in) :: x
                                                                                                                              real(4), intent (in) :: y
                                                                                                                              res = merge(y, merge(x, max(x, y), y /= y), x /= x)
                                                                                                                          end function
                                                                                                                          real(8) function fmax84(x, y) result(res)
                                                                                                                              real(8), intent (in) :: x
                                                                                                                              real(4), intent (in) :: y
                                                                                                                              res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
                                                                                                                          end function
                                                                                                                          real(8) function fmax48(x, y) result(res)
                                                                                                                              real(4), intent (in) :: x
                                                                                                                              real(8), intent (in) :: y
                                                                                                                              res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
                                                                                                                          end function
                                                                                                                          real(8) function fmin88(x, y) result (res)
                                                                                                                              real(8), intent (in) :: x
                                                                                                                              real(8), intent (in) :: y
                                                                                                                              res = merge(y, merge(x, min(x, y), y /= y), x /= x)
                                                                                                                          end function
                                                                                                                          real(4) function fmin44(x, y) result (res)
                                                                                                                              real(4), intent (in) :: x
                                                                                                                              real(4), intent (in) :: y
                                                                                                                              res = merge(y, merge(x, min(x, y), y /= y), x /= x)
                                                                                                                          end function
                                                                                                                          real(8) function fmin84(x, y) result(res)
                                                                                                                              real(8), intent (in) :: x
                                                                                                                              real(4), intent (in) :: y
                                                                                                                              res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
                                                                                                                          end function
                                                                                                                          real(8) function fmin48(x, y) result(res)
                                                                                                                              real(4), intent (in) :: x
                                                                                                                              real(8), intent (in) :: y
                                                                                                                              res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
                                                                                                                          end function
                                                                                                                      end module
                                                                                                                      
                                                                                                                      real(8) function code(a, b, c)
                                                                                                                      use fmin_fmax_functions
                                                                                                                          real(8), intent (in) :: a
                                                                                                                          real(8), intent (in) :: b
                                                                                                                          real(8), intent (in) :: c
                                                                                                                          real(8) :: tmp
                                                                                                                          if (b >= 0.0d0) then
                                                                                                                              tmp = -c / 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 / b;
                                                                                                                      	} else {
                                                                                                                      		tmp = (-b + -b) / (2.0 * a);
                                                                                                                      	}
                                                                                                                      	return tmp;
                                                                                                                      }
                                                                                                                      
                                                                                                                      def code(a, b, c):
                                                                                                                      	tmp = 0
                                                                                                                      	if b >= 0.0:
                                                                                                                      		tmp = -c / 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(-c) / b);
                                                                                                                      	else
                                                                                                                      		tmp = Float64(Float64(Float64(-b) + Float64(-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 / b;
                                                                                                                      	else
                                                                                                                      		tmp = (-b + -b) / (2.0 * a);
                                                                                                                      	end
                                                                                                                      	tmp_2 = tmp;
                                                                                                                      end
                                                                                                                      
                                                                                                                      code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[((-c) / b), $MachinePrecision], N[(N[((-b) + (-b)), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]
                                                                                                                      
                                                                                                                      \begin{array}{l}
                                                                                                                      
                                                                                                                      \\
                                                                                                                      \begin{array}{l}
                                                                                                                      \mathbf{if}\;b \geq 0:\\
                                                                                                                      \;\;\;\;\frac{-c}{b}\\
                                                                                                                      
                                                                                                                      \mathbf{else}:\\
                                                                                                                      \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\
                                                                                                                      
                                                                                                                      
                                                                                                                      \end{array}
                                                                                                                      \end{array}
                                                                                                                      
                                                                                                                      Derivation
                                                                                                                      1. Initial program 76.1%

                                                                                                                        \[\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
                                                                                                                      2. Add Preprocessing
                                                                                                                      3. Taylor expanded in b around -inf

                                                                                                                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + -1 \cdot b}{2 \cdot a}\\ \end{array} \]
                                                                                                                      4. Step-by-step derivation
                                                                                                                        1. Applied rewrites69.7%

                                                                                                                          \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                                                                                                        2. Taylor expanded in a around 0

                                                                                                                          \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{\color{blue}{{b}^{2}}}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                                                                                                        3. Step-by-step derivation
                                                                                                                          1. Applied rewrites56.4%

                                                                                                                            \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{\color{blue}{b \cdot b}}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                                                                                                          2. Taylor expanded in a around 0

                                                                                                                            \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{-1 \cdot \frac{c}{b}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                                                                                                          3. Step-by-step derivation
                                                                                                                            1. Applied rewrites66.9%

                                                                                                                              \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{\frac{-c}{b}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                                                                                                            2. Add Preprocessing

                                                                                                                            Alternative 10: 67.8% accurate, 2.0× speedup?

                                                                                                                            \[\begin{array}{l} \\ \begin{array}{l} t_0 := \frac{-b}{a}\\ \mathbf{if}\;b \leq -5 \cdot 10^{-310}:\\ \;\;\;\;\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;t\_0\\ \mathbf{else}:\\ \;\;\;\;t\_0\\ \end{array}\\ \mathbf{else}:\\ \;\;\;\;\frac{-2 \cdot c}{2 \cdot b}\\ \end{array} \end{array} \]
                                                                                                                            (FPCore (a b c)
                                                                                                                             :precision binary64
                                                                                                                             (let* ((t_0 (/ (- b) a)))
                                                                                                                               (if (<= b -5e-310) (if (>= b 0.0) t_0 t_0) (/ (* -2.0 c) (* 2.0 b)))))
                                                                                                                            double code(double a, double b, double c) {
                                                                                                                            	double t_0 = -b / a;
                                                                                                                            	double tmp_1;
                                                                                                                            	if (b <= -5e-310) {
                                                                                                                            		double tmp_2;
                                                                                                                            		if (b >= 0.0) {
                                                                                                                            			tmp_2 = t_0;
                                                                                                                            		} else {
                                                                                                                            			tmp_2 = t_0;
                                                                                                                            		}
                                                                                                                            		tmp_1 = tmp_2;
                                                                                                                            	} else {
                                                                                                                            		tmp_1 = (-2.0 * c) / (2.0 * b);
                                                                                                                            	}
                                                                                                                            	return tmp_1;
                                                                                                                            }
                                                                                                                            
                                                                                                                            module fmin_fmax_functions
                                                                                                                                implicit none
                                                                                                                                private
                                                                                                                                public fmax
                                                                                                                                public fmin
                                                                                                                            
                                                                                                                                interface fmax
                                                                                                                                    module procedure fmax88
                                                                                                                                    module procedure fmax44
                                                                                                                                    module procedure fmax84
                                                                                                                                    module procedure fmax48
                                                                                                                                end interface
                                                                                                                                interface fmin
                                                                                                                                    module procedure fmin88
                                                                                                                                    module procedure fmin44
                                                                                                                                    module procedure fmin84
                                                                                                                                    module procedure fmin48
                                                                                                                                end interface
                                                                                                                            contains
                                                                                                                                real(8) function fmax88(x, y) result (res)
                                                                                                                                    real(8), intent (in) :: x
                                                                                                                                    real(8), intent (in) :: y
                                                                                                                                    res = merge(y, merge(x, max(x, y), y /= y), x /= x)
                                                                                                                                end function
                                                                                                                                real(4) function fmax44(x, y) result (res)
                                                                                                                                    real(4), intent (in) :: x
                                                                                                                                    real(4), intent (in) :: y
                                                                                                                                    res = merge(y, merge(x, max(x, y), y /= y), x /= x)
                                                                                                                                end function
                                                                                                                                real(8) function fmax84(x, y) result(res)
                                                                                                                                    real(8), intent (in) :: x
                                                                                                                                    real(4), intent (in) :: y
                                                                                                                                    res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
                                                                                                                                end function
                                                                                                                                real(8) function fmax48(x, y) result(res)
                                                                                                                                    real(4), intent (in) :: x
                                                                                                                                    real(8), intent (in) :: y
                                                                                                                                    res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
                                                                                                                                end function
                                                                                                                                real(8) function fmin88(x, y) result (res)
                                                                                                                                    real(8), intent (in) :: x
                                                                                                                                    real(8), intent (in) :: y
                                                                                                                                    res = merge(y, merge(x, min(x, y), y /= y), x /= x)
                                                                                                                                end function
                                                                                                                                real(4) function fmin44(x, y) result (res)
                                                                                                                                    real(4), intent (in) :: x
                                                                                                                                    real(4), intent (in) :: y
                                                                                                                                    res = merge(y, merge(x, min(x, y), y /= y), x /= x)
                                                                                                                                end function
                                                                                                                                real(8) function fmin84(x, y) result(res)
                                                                                                                                    real(8), intent (in) :: x
                                                                                                                                    real(4), intent (in) :: y
                                                                                                                                    res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
                                                                                                                                end function
                                                                                                                                real(8) function fmin48(x, y) result(res)
                                                                                                                                    real(4), intent (in) :: x
                                                                                                                                    real(8), intent (in) :: y
                                                                                                                                    res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
                                                                                                                                end function
                                                                                                                            end module
                                                                                                                            
                                                                                                                            real(8) function code(a, b, c)
                                                                                                                            use fmin_fmax_functions
                                                                                                                                real(8), intent (in) :: a
                                                                                                                                real(8), intent (in) :: b
                                                                                                                                real(8), intent (in) :: c
                                                                                                                                real(8) :: t_0
                                                                                                                                real(8) :: tmp
                                                                                                                                real(8) :: tmp_1
                                                                                                                                real(8) :: tmp_2
                                                                                                                                t_0 = -b / a
                                                                                                                                if (b <= (-5d-310)) then
                                                                                                                                    if (b >= 0.0d0) then
                                                                                                                                        tmp_2 = t_0
                                                                                                                                    else
                                                                                                                                        tmp_2 = t_0
                                                                                                                                    end if
                                                                                                                                    tmp_1 = tmp_2
                                                                                                                                else
                                                                                                                                    tmp_1 = ((-2.0d0) * c) / (2.0d0 * b)
                                                                                                                                end if
                                                                                                                                code = tmp_1
                                                                                                                            end function
                                                                                                                            
                                                                                                                            public static double code(double a, double b, double c) {
                                                                                                                            	double t_0 = -b / a;
                                                                                                                            	double tmp_1;
                                                                                                                            	if (b <= -5e-310) {
                                                                                                                            		double tmp_2;
                                                                                                                            		if (b >= 0.0) {
                                                                                                                            			tmp_2 = t_0;
                                                                                                                            		} else {
                                                                                                                            			tmp_2 = t_0;
                                                                                                                            		}
                                                                                                                            		tmp_1 = tmp_2;
                                                                                                                            	} else {
                                                                                                                            		tmp_1 = (-2.0 * c) / (2.0 * b);
                                                                                                                            	}
                                                                                                                            	return tmp_1;
                                                                                                                            }
                                                                                                                            
                                                                                                                            def code(a, b, c):
                                                                                                                            	t_0 = -b / a
                                                                                                                            	tmp_1 = 0
                                                                                                                            	if b <= -5e-310:
                                                                                                                            		tmp_2 = 0
                                                                                                                            		if b >= 0.0:
                                                                                                                            			tmp_2 = t_0
                                                                                                                            		else:
                                                                                                                            			tmp_2 = t_0
                                                                                                                            		tmp_1 = tmp_2
                                                                                                                            	else:
                                                                                                                            		tmp_1 = (-2.0 * c) / (2.0 * b)
                                                                                                                            	return tmp_1
                                                                                                                            
                                                                                                                            function code(a, b, c)
                                                                                                                            	t_0 = Float64(Float64(-b) / a)
                                                                                                                            	tmp_1 = 0.0
                                                                                                                            	if (b <= -5e-310)
                                                                                                                            		tmp_2 = 0.0
                                                                                                                            		if (b >= 0.0)
                                                                                                                            			tmp_2 = t_0;
                                                                                                                            		else
                                                                                                                            			tmp_2 = t_0;
                                                                                                                            		end
                                                                                                                            		tmp_1 = tmp_2;
                                                                                                                            	else
                                                                                                                            		tmp_1 = Float64(Float64(-2.0 * c) / Float64(2.0 * b));
                                                                                                                            	end
                                                                                                                            	return tmp_1
                                                                                                                            end
                                                                                                                            
                                                                                                                            function tmp_4 = code(a, b, c)
                                                                                                                            	t_0 = -b / a;
                                                                                                                            	tmp_2 = 0.0;
                                                                                                                            	if (b <= -5e-310)
                                                                                                                            		tmp_3 = 0.0;
                                                                                                                            		if (b >= 0.0)
                                                                                                                            			tmp_3 = t_0;
                                                                                                                            		else
                                                                                                                            			tmp_3 = t_0;
                                                                                                                            		end
                                                                                                                            		tmp_2 = tmp_3;
                                                                                                                            	else
                                                                                                                            		tmp_2 = (-2.0 * c) / (2.0 * b);
                                                                                                                            	end
                                                                                                                            	tmp_4 = tmp_2;
                                                                                                                            end
                                                                                                                            
                                                                                                                            code[a_, b_, c_] := Block[{t$95$0 = N[((-b) / a), $MachinePrecision]}, If[LessEqual[b, -5e-310], If[GreaterEqual[b, 0.0], t$95$0, t$95$0], N[(N[(-2.0 * c), $MachinePrecision] / N[(2.0 * b), $MachinePrecision]), $MachinePrecision]]]
                                                                                                                            
                                                                                                                            \begin{array}{l}
                                                                                                                            
                                                                                                                            \\
                                                                                                                            \begin{array}{l}
                                                                                                                            t_0 := \frac{-b}{a}\\
                                                                                                                            \mathbf{if}\;b \leq -5 \cdot 10^{-310}:\\
                                                                                                                            \;\;\;\;\begin{array}{l}
                                                                                                                            \mathbf{if}\;b \geq 0:\\
                                                                                                                            \;\;\;\;t\_0\\
                                                                                                                            
                                                                                                                            \mathbf{else}:\\
                                                                                                                            \;\;\;\;t\_0\\
                                                                                                                            
                                                                                                                            
                                                                                                                            \end{array}\\
                                                                                                                            
                                                                                                                            \mathbf{else}:\\
                                                                                                                            \;\;\;\;\frac{-2 \cdot c}{2 \cdot b}\\
                                                                                                                            
                                                                                                                            
                                                                                                                            \end{array}
                                                                                                                            \end{array}
                                                                                                                            
                                                                                                                            Derivation
                                                                                                                            1. Split input into 2 regimes
                                                                                                                            2. if b < -4.999999999999985e-310

                                                                                                                              1. Initial program 76.9%

                                                                                                                                \[\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
                                                                                                                              2. Add Preprocessing
                                                                                                                              3. Taylor expanded in b around -inf

                                                                                                                                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + -1 \cdot b}{2 \cdot a}\\ \end{array} \]
                                                                                                                              4. Step-by-step derivation
                                                                                                                                1. Applied rewrites62.6%

                                                                                                                                  \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                                                                                                                2. Taylor expanded in a around 0

                                                                                                                                  \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{\color{blue}{{b}^{2}}}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                                                                                                                3. Step-by-step derivation
                                                                                                                                  1. Applied rewrites62.6%

                                                                                                                                    \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{\color{blue}{b \cdot b}}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                                                                                                                  2. Taylor expanded in b around -inf

                                                                                                                                    \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{-1 \cdot \frac{b}{a}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                                                                                                                  3. Step-by-step derivation
                                                                                                                                    1. Applied rewrites62.6%

                                                                                                                                      \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{\frac{-b}{a}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                                                                                                                    2. Taylor expanded in b around -inf

                                                                                                                                      \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-b}{a}\\ \mathbf{else}:\\ \;\;\;\;-1 \cdot \frac{b}{a}\\ \end{array} \]
                                                                                                                                    3. Step-by-step derivation
                                                                                                                                      1. Applied rewrites62.6%

                                                                                                                                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-b}{a}\\ \mathbf{else}:\\ \;\;\;\;\frac{-b}{a}\\ \end{array} \]

                                                                                                                                      if -4.999999999999985e-310 < b

                                                                                                                                      1. Initial program 75.5%

                                                                                                                                        \[\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
                                                                                                                                      2. Add Preprocessing
                                                                                                                                      3. Step-by-step derivation
                                                                                                                                        1. lift-/.f64N/A

                                                                                                                                          \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
                                                                                                                                        2. lift-+.f64N/A

                                                                                                                                          \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
                                                                                                                                        3. flip-+N/A

                                                                                                                                          \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\frac{\left(-b\right) \cdot \left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c} \cdot \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}}{2 \cdot a}\\ \end{array} \]
                                                                                                                                        4. lift--.f64N/A

                                                                                                                                          \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\frac{\left(-b\right) \cdot \left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c} \cdot \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}}{2 \cdot a}\\ \end{array} \]
                                                                                                                                        5. associate-/l/N/A

                                                                                                                                          \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) \cdot \left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c} \cdot \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{\left(\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\right) \cdot \left(2 \cdot a\right)}\\ \end{array} \]
                                                                                                                                        6. lower-/.f64N/A

                                                                                                                                          \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) \cdot \left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c} \cdot \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{\left(\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\right) \cdot \left(2 \cdot a\right)}\\ \end{array} \]
                                                                                                                                      4. Applied rewrites75.5%

                                                                                                                                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{b \cdot b - \mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}{\left(\left(-b\right) - \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\right) \cdot \left(2 \cdot a\right)}\\ \end{array} \]
                                                                                                                                      5. Taylor expanded in a around 0

                                                                                                                                        \[\leadsto \color{blue}{\begin{array}{l} \color{blue}{\mathbf{if}\;b \geq 0:\\ \;\;\;\;-2 \cdot \frac{c}{b + \sqrt{{b}^{2} - 4 \cdot \left(a \cdot c\right)}}\\ \mathbf{else}:\\ \;\;\;\;-2 \cdot \frac{c}{b + \sqrt{-4 \cdot \left(a \cdot c\right) + {b}^{2}}}\\ } \end{array}} \]
                                                                                                                                      6. Applied rewrites75.6%

                                                                                                                                        \[\leadsto \color{blue}{\frac{-2 \cdot c}{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} + b}} \]
                                                                                                                                      7. Taylor expanded in a around 0

                                                                                                                                        \[\leadsto \frac{-2 \cdot c}{2 \cdot \color{blue}{b}} \]
                                                                                                                                      8. Step-by-step derivation
                                                                                                                                        1. Applied rewrites70.5%

                                                                                                                                          \[\leadsto \frac{-2 \cdot c}{2 \cdot \color{blue}{b}} \]
                                                                                                                                      9. Recombined 2 regimes into one program.
                                                                                                                                      10. Add Preprocessing

                                                                                                                                      Alternative 11: 35.2% accurate, 2.8× speedup?

                                                                                                                                      \[\begin{array}{l} \\ \begin{array}{l} t_0 := \frac{-b}{a}\\ \mathbf{if}\;b \geq 0:\\ \;\;\;\;t\_0\\ \mathbf{else}:\\ \;\;\;\;t\_0\\ \end{array} \end{array} \]
                                                                                                                                      (FPCore (a b c)
                                                                                                                                       :precision binary64
                                                                                                                                       (let* ((t_0 (/ (- b) a))) (if (>= b 0.0) t_0 t_0)))
                                                                                                                                      double code(double a, double b, double c) {
                                                                                                                                      	double t_0 = -b / a;
                                                                                                                                      	double tmp;
                                                                                                                                      	if (b >= 0.0) {
                                                                                                                                      		tmp = t_0;
                                                                                                                                      	} else {
                                                                                                                                      		tmp = t_0;
                                                                                                                                      	}
                                                                                                                                      	return tmp;
                                                                                                                                      }
                                                                                                                                      
                                                                                                                                      module fmin_fmax_functions
                                                                                                                                          implicit none
                                                                                                                                          private
                                                                                                                                          public fmax
                                                                                                                                          public fmin
                                                                                                                                      
                                                                                                                                          interface fmax
                                                                                                                                              module procedure fmax88
                                                                                                                                              module procedure fmax44
                                                                                                                                              module procedure fmax84
                                                                                                                                              module procedure fmax48
                                                                                                                                          end interface
                                                                                                                                          interface fmin
                                                                                                                                              module procedure fmin88
                                                                                                                                              module procedure fmin44
                                                                                                                                              module procedure fmin84
                                                                                                                                              module procedure fmin48
                                                                                                                                          end interface
                                                                                                                                      contains
                                                                                                                                          real(8) function fmax88(x, y) result (res)
                                                                                                                                              real(8), intent (in) :: x
                                                                                                                                              real(8), intent (in) :: y
                                                                                                                                              res = merge(y, merge(x, max(x, y), y /= y), x /= x)
                                                                                                                                          end function
                                                                                                                                          real(4) function fmax44(x, y) result (res)
                                                                                                                                              real(4), intent (in) :: x
                                                                                                                                              real(4), intent (in) :: y
                                                                                                                                              res = merge(y, merge(x, max(x, y), y /= y), x /= x)
                                                                                                                                          end function
                                                                                                                                          real(8) function fmax84(x, y) result(res)
                                                                                                                                              real(8), intent (in) :: x
                                                                                                                                              real(4), intent (in) :: y
                                                                                                                                              res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
                                                                                                                                          end function
                                                                                                                                          real(8) function fmax48(x, y) result(res)
                                                                                                                                              real(4), intent (in) :: x
                                                                                                                                              real(8), intent (in) :: y
                                                                                                                                              res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
                                                                                                                                          end function
                                                                                                                                          real(8) function fmin88(x, y) result (res)
                                                                                                                                              real(8), intent (in) :: x
                                                                                                                                              real(8), intent (in) :: y
                                                                                                                                              res = merge(y, merge(x, min(x, y), y /= y), x /= x)
                                                                                                                                          end function
                                                                                                                                          real(4) function fmin44(x, y) result (res)
                                                                                                                                              real(4), intent (in) :: x
                                                                                                                                              real(4), intent (in) :: y
                                                                                                                                              res = merge(y, merge(x, min(x, y), y /= y), x /= x)
                                                                                                                                          end function
                                                                                                                                          real(8) function fmin84(x, y) result(res)
                                                                                                                                              real(8), intent (in) :: x
                                                                                                                                              real(4), intent (in) :: y
                                                                                                                                              res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
                                                                                                                                          end function
                                                                                                                                          real(8) function fmin48(x, y) result(res)
                                                                                                                                              real(4), intent (in) :: x
                                                                                                                                              real(8), intent (in) :: y
                                                                                                                                              res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
                                                                                                                                          end function
                                                                                                                                      end module
                                                                                                                                      
                                                                                                                                      real(8) function code(a, b, c)
                                                                                                                                      use fmin_fmax_functions
                                                                                                                                          real(8), intent (in) :: a
                                                                                                                                          real(8), intent (in) :: b
                                                                                                                                          real(8), intent (in) :: c
                                                                                                                                          real(8) :: t_0
                                                                                                                                          real(8) :: tmp
                                                                                                                                          t_0 = -b / a
                                                                                                                                          if (b >= 0.0d0) then
                                                                                                                                              tmp = t_0
                                                                                                                                          else
                                                                                                                                              tmp = t_0
                                                                                                                                          end if
                                                                                                                                          code = tmp
                                                                                                                                      end function
                                                                                                                                      
                                                                                                                                      public static double code(double a, double b, double c) {
                                                                                                                                      	double t_0 = -b / a;
                                                                                                                                      	double tmp;
                                                                                                                                      	if (b >= 0.0) {
                                                                                                                                      		tmp = t_0;
                                                                                                                                      	} else {
                                                                                                                                      		tmp = t_0;
                                                                                                                                      	}
                                                                                                                                      	return tmp;
                                                                                                                                      }
                                                                                                                                      
                                                                                                                                      def code(a, b, c):
                                                                                                                                      	t_0 = -b / a
                                                                                                                                      	tmp = 0
                                                                                                                                      	if b >= 0.0:
                                                                                                                                      		tmp = t_0
                                                                                                                                      	else:
                                                                                                                                      		tmp = t_0
                                                                                                                                      	return tmp
                                                                                                                                      
                                                                                                                                      function code(a, b, c)
                                                                                                                                      	t_0 = Float64(Float64(-b) / a)
                                                                                                                                      	tmp = 0.0
                                                                                                                                      	if (b >= 0.0)
                                                                                                                                      		tmp = t_0;
                                                                                                                                      	else
                                                                                                                                      		tmp = t_0;
                                                                                                                                      	end
                                                                                                                                      	return tmp
                                                                                                                                      end
                                                                                                                                      
                                                                                                                                      function tmp_2 = code(a, b, c)
                                                                                                                                      	t_0 = -b / a;
                                                                                                                                      	tmp = 0.0;
                                                                                                                                      	if (b >= 0.0)
                                                                                                                                      		tmp = t_0;
                                                                                                                                      	else
                                                                                                                                      		tmp = t_0;
                                                                                                                                      	end
                                                                                                                                      	tmp_2 = tmp;
                                                                                                                                      end
                                                                                                                                      
                                                                                                                                      code[a_, b_, c_] := Block[{t$95$0 = N[((-b) / a), $MachinePrecision]}, If[GreaterEqual[b, 0.0], t$95$0, t$95$0]]
                                                                                                                                      
                                                                                                                                      \begin{array}{l}
                                                                                                                                      
                                                                                                                                      \\
                                                                                                                                      \begin{array}{l}
                                                                                                                                      t_0 := \frac{-b}{a}\\
                                                                                                                                      \mathbf{if}\;b \geq 0:\\
                                                                                                                                      \;\;\;\;t\_0\\
                                                                                                                                      
                                                                                                                                      \mathbf{else}:\\
                                                                                                                                      \;\;\;\;t\_0\\
                                                                                                                                      
                                                                                                                                      
                                                                                                                                      \end{array}
                                                                                                                                      \end{array}
                                                                                                                                      
                                                                                                                                      Derivation
                                                                                                                                      1. Initial program 76.1%

                                                                                                                                        \[\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\ \end{array} \]
                                                                                                                                      2. Add Preprocessing
                                                                                                                                      3. Taylor expanded in b around -inf

                                                                                                                                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + -1 \cdot b}{2 \cdot a}\\ \end{array} \]
                                                                                                                                      4. Step-by-step derivation
                                                                                                                                        1. Applied rewrites69.7%

                                                                                                                                          \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                                                                                                                        2. Taylor expanded in a around 0

                                                                                                                                          \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{\color{blue}{{b}^{2}}}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                                                                                                                        3. Step-by-step derivation
                                                                                                                                          1. Applied rewrites56.4%

                                                                                                                                            \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{\color{blue}{b \cdot b}}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                                                                                                                          2. Taylor expanded in b around -inf

                                                                                                                                            \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{-1 \cdot \frac{b}{a}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                                                                                                                          3. Step-by-step derivation
                                                                                                                                            1. Applied rewrites30.0%

                                                                                                                                              \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{\frac{-b}{a}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\ \end{array} \]
                                                                                                                                            2. Taylor expanded in b around -inf

                                                                                                                                              \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-b}{a}\\ \mathbf{else}:\\ \;\;\;\;-1 \cdot \frac{b}{a}\\ \end{array} \]
                                                                                                                                            3. Step-by-step derivation
                                                                                                                                              1. Applied rewrites30.0%

                                                                                                                                                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-b}{a}\\ \mathbf{else}:\\ \;\;\;\;\frac{-b}{a}\\ \end{array} \]
                                                                                                                                              2. Add Preprocessing

                                                                                                                                              Reproduce

                                                                                                                                              ?
                                                                                                                                              herbie shell --seed 2025019 
                                                                                                                                              (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))))