jeff quadratic root 1

Percentage Accurate: 71.6% → 90.7%
Time: 8.4s
Alternatives: 8
Speedup: 1.0×

Specification

?
\[\begin{array}{l} \\ \begin{array}{l} t_0 := \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\\ \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{\left(-b\right) - t\_0}{2 \cdot a}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) + t\_0}\\ \end{array} \end{array} \]
(FPCore (a b c)
 :precision binary64
 (let* ((t_0 (sqrt (- (* b b) (* (* 4.0 a) c)))))
   (if (>= b 0.0) (/ (- (- b) t_0) (* 2.0 a)) (/ (* 2.0 c) (+ (- b) t_0)))))
double code(double a, double b, double c) {
	double t_0 = sqrt(((b * b) - ((4.0 * a) * c)));
	double tmp;
	if (b >= 0.0) {
		tmp = (-b - t_0) / (2.0 * a);
	} else {
		tmp = (2.0 * c) / (-b + t_0);
	}
	return tmp;
}
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 = (-b - t_0) / (2.0d0 * a)
    else
        tmp = (2.0d0 * c) / (-b + t_0)
    end if
    code = tmp
end function
public static double code(double a, double b, double c) {
	double t_0 = Math.sqrt(((b * b) - ((4.0 * a) * c)));
	double tmp;
	if (b >= 0.0) {
		tmp = (-b - t_0) / (2.0 * a);
	} else {
		tmp = (2.0 * c) / (-b + t_0);
	}
	return tmp;
}
def code(a, b, c):
	t_0 = math.sqrt(((b * b) - ((4.0 * a) * c)))
	tmp = 0
	if b >= 0.0:
		tmp = (-b - t_0) / (2.0 * a)
	else:
		tmp = (2.0 * c) / (-b + t_0)
	return tmp
function code(a, b, c)
	t_0 = sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c)))
	tmp = 0.0
	if (b >= 0.0)
		tmp = Float64(Float64(Float64(-b) - t_0) / Float64(2.0 * a));
	else
		tmp = Float64(Float64(2.0 * c) / Float64(Float64(-b) + t_0));
	end
	return tmp
end
function tmp_2 = code(a, b, c)
	t_0 = sqrt(((b * b) - ((4.0 * a) * c)));
	tmp = 0.0;
	if (b >= 0.0)
		tmp = (-b - t_0) / (2.0 * a);
	else
		tmp = (2.0 * c) / (-b + t_0);
	end
	tmp_2 = tmp;
end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[GreaterEqual[b, 0.0], N[(N[((-b) - t$95$0), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) + t$95$0), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}

\\
\begin{array}{l}
t_0 := \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\\
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-b\right) - t\_0}{2 \cdot a}\\

\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) + t\_0}\\


\end{array}
\end{array}

Sampling outcomes in binary64 precision:

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 8 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: 71.6% accurate, 1.0× speedup?

\[\begin{array}{l} \\ \begin{array}{l} t_0 := \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\\ \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{\left(-b\right) - t\_0}{2 \cdot a}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) + t\_0}\\ \end{array} \end{array} \]
(FPCore (a b c)
 :precision binary64
 (let* ((t_0 (sqrt (- (* b b) (* (* 4.0 a) c)))))
   (if (>= b 0.0) (/ (- (- b) t_0) (* 2.0 a)) (/ (* 2.0 c) (+ (- b) t_0)))))
double code(double a, double b, double c) {
	double t_0 = sqrt(((b * b) - ((4.0 * a) * c)));
	double tmp;
	if (b >= 0.0) {
		tmp = (-b - t_0) / (2.0 * a);
	} else {
		tmp = (2.0 * c) / (-b + t_0);
	}
	return tmp;
}
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 = (-b - t_0) / (2.0d0 * a)
    else
        tmp = (2.0d0 * c) / (-b + t_0)
    end if
    code = tmp
end function
public static double code(double a, double b, double c) {
	double t_0 = Math.sqrt(((b * b) - ((4.0 * a) * c)));
	double tmp;
	if (b >= 0.0) {
		tmp = (-b - t_0) / (2.0 * a);
	} else {
		tmp = (2.0 * c) / (-b + t_0);
	}
	return tmp;
}
def code(a, b, c):
	t_0 = math.sqrt(((b * b) - ((4.0 * a) * c)))
	tmp = 0
	if b >= 0.0:
		tmp = (-b - t_0) / (2.0 * a)
	else:
		tmp = (2.0 * c) / (-b + t_0)
	return tmp
function code(a, b, c)
	t_0 = sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c)))
	tmp = 0.0
	if (b >= 0.0)
		tmp = Float64(Float64(Float64(-b) - t_0) / Float64(2.0 * a));
	else
		tmp = Float64(Float64(2.0 * c) / Float64(Float64(-b) + t_0));
	end
	return tmp
end
function tmp_2 = code(a, b, c)
	t_0 = sqrt(((b * b) - ((4.0 * a) * c)));
	tmp = 0.0;
	if (b >= 0.0)
		tmp = (-b - t_0) / (2.0 * a);
	else
		tmp = (2.0 * c) / (-b + t_0);
	end
	tmp_2 = tmp;
end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[GreaterEqual[b, 0.0], N[(N[((-b) - t$95$0), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) + t$95$0), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}

\\
\begin{array}{l}
t_0 := \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\\
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-b\right) - t\_0}{2 \cdot a}\\

\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) + t\_0}\\


\end{array}
\end{array}

Alternative 1: 90.7% accurate, 0.7× speedup?

\[\begin{array}{l} \\ \begin{array}{l} t_0 := \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\\ \mathbf{if}\;b \leq -2 \cdot 10^{+138}:\\ \;\;\;\;\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{c}{b}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array}\\ \mathbf{elif}\;b \leq 4 \cdot 10^{+141}:\\ \;\;\;\;\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\left(\frac{t\_0}{a} + \frac{b}{a}\right) \cdot -0.5\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{t\_0 - b}\\ \end{array}\\ \mathbf{elif}\;b \geq 0:\\ \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\ \mathbf{else}:\\ \;\;\;\;c \cdot \frac{2}{-2 \cdot b}\\ \end{array} \end{array} \]
(FPCore (a b c)
 :precision binary64
 (let* ((t_0 (sqrt (fma (* -4.0 a) c (* b b)))))
   (if (<= b -2e+138)
     (if (>= b 0.0) (/ c b) (/ (* 2.0 c) (* -2.0 b)))
     (if (<= b 4e+141)
       (if (>= b 0.0) (* (+ (/ t_0 a) (/ b a)) -0.5) (/ (* 2.0 c) (- t_0 b)))
       (if (>= b 0.0) (fma -1.0 (/ b a) (/ c b)) (* c (/ 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 tmp_1;
	if (b <= -2e+138) {
		double tmp_2;
		if (b >= 0.0) {
			tmp_2 = c / b;
		} else {
			tmp_2 = (2.0 * c) / (-2.0 * b);
		}
		tmp_1 = tmp_2;
	} else if (b <= 4e+141) {
		double tmp_3;
		if (b >= 0.0) {
			tmp_3 = ((t_0 / a) + (b / a)) * -0.5;
		} else {
			tmp_3 = (2.0 * c) / (t_0 - b);
		}
		tmp_1 = tmp_3;
	} else if (b >= 0.0) {
		tmp_1 = fma(-1.0, (b / a), (c / b));
	} else {
		tmp_1 = c * (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)))
	tmp_1 = 0.0
	if (b <= -2e+138)
		tmp_2 = 0.0
		if (b >= 0.0)
			tmp_2 = Float64(c / b);
		else
			tmp_2 = Float64(Float64(2.0 * c) / Float64(-2.0 * b));
		end
		tmp_1 = tmp_2;
	elseif (b <= 4e+141)
		tmp_3 = 0.0
		if (b >= 0.0)
			tmp_3 = Float64(Float64(Float64(t_0 / a) + Float64(b / a)) * -0.5);
		else
			tmp_3 = Float64(Float64(2.0 * c) / Float64(t_0 - b));
		end
		tmp_1 = tmp_3;
	elseif (b >= 0.0)
		tmp_1 = fma(-1.0, Float64(b / a), Float64(c / b));
	else
		tmp_1 = Float64(c * Float64(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]}, If[LessEqual[b, -2e+138], If[GreaterEqual[b, 0.0], N[(c / b), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[(-2.0 * b), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 4e+141], If[GreaterEqual[b, 0.0], N[(N[(N[(t$95$0 / a), $MachinePrecision] + N[(b / a), $MachinePrecision]), $MachinePrecision] * -0.5), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[(t$95$0 - b), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(-1.0 * N[(b / a), $MachinePrecision] + N[(c / b), $MachinePrecision]), $MachinePrecision], N[(c * N[(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)}\\
\mathbf{if}\;b \leq -2 \cdot 10^{+138}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{c}{b}\\

\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\


\end{array}\\

\mathbf{elif}\;b \leq 4 \cdot 10^{+141}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\left(\frac{t\_0}{a} + \frac{b}{a}\right) \cdot -0.5\\

\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{t\_0 - b}\\


\end{array}\\

\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\

\mathbf{else}:\\
\;\;\;\;c \cdot \frac{2}{-2 \cdot b}\\


\end{array}
\end{array}
Derivation
  1. Split input into 3 regimes
  2. if b < -2.0000000000000001e138

    1. Initial program 34.3%

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

      \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{\left(-b\right) - \color{blue}{b}}{2 \cdot a}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \end{array} \]
    4. Step-by-step derivation
      1. Applied rewrites34.3%

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

        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\ \mathbf{else}:\\ \;\;\;\;\color{blue}{\frac{2 \cdot c}{-2 \cdot b}}\\ \end{array} \]
      3. Step-by-step derivation
        1. Applied rewrites94.8%

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

          \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{-1 \cdot \frac{b}{a} + \frac{c}{b}}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]
        3. Step-by-step derivation
          1. Applied rewrites94.8%

            \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]
          2. Taylor expanded in a around inf

            \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{c}{\color{blue}{b}}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]
          3. Step-by-step derivation
            1. Applied rewrites94.8%

              \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{c}{\color{blue}{b}}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]

            if -2.0000000000000001e138 < b < 4.00000000000000007e141

            1. Initial program 85.0%

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

              \[\leadsto \color{blue}{\begin{array}{l} \color{blue}{\mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-1}{2} \cdot \frac{b + \sqrt{{b}^{2} - 4 \cdot \left(a \cdot c\right)}}{a}\\ \mathbf{else}:\\ \;\;\;\;2 \cdot \frac{c}{\sqrt{{b}^{2} - 4 \cdot \left(a \cdot c\right)} - b}\\ } \end{array}} \]
            4. Applied rewrites85.0%

              \[\leadsto \color{blue}{\begin{array}{l} \color{blue}{\mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} + b}{a} \cdot -0.5\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}\\ } \end{array}} \]
            5. Step-by-step derivation
              1. Applied rewrites85.0%

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

              if 4.00000000000000007e141 < b

              1. Initial program 42.5%

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

                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{\left(-b\right) - \color{blue}{b}}{2 \cdot a}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \end{array} \]
              4. Step-by-step derivation
                1. Applied rewrites94.4%

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

                  \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\ \mathbf{else}:\\ \;\;\;\;\color{blue}{\frac{2 \cdot c}{-2 \cdot b}}\\ \end{array} \]
                3. Step-by-step derivation
                  1. Applied rewrites94.4%

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

                    \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{-1 \cdot \frac{b}{a} + \frac{c}{b}}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]
                  3. Step-by-step derivation
                    1. Applied rewrites94.4%

                      \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]
                    2. Step-by-step derivation
                      1. lift-/.f64N/A

                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]
                      2. lift-*.f64N/A

                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]
                      3. *-commutativeN/A

                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\ \mathbf{else}:\\ \;\;\;\;\frac{c \cdot 2}{-2 \cdot b}\\ \end{array} \]
                      4. associate-/l*N/A

                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\ \mathbf{else}:\\ \;\;\;\;c \cdot \frac{2}{-2 \cdot b}\\ \end{array} \]
                      5. lower-*.f64N/A

                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\ \mathbf{else}:\\ \;\;\;\;c \cdot \frac{2}{-2 \cdot b}\\ \end{array} \]
                      6. lower-/.f6494.4

                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\ \mathbf{else}:\\ \;\;\;\;\color{blue}{c \cdot \frac{2}{-2 \cdot b}}\\ \end{array} \]
                    3. Applied rewrites94.4%

                      \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\ \mathbf{else}:\\ \;\;\;\;c \cdot \frac{2}{-2 \cdot b}\\ \end{array} \]
                  4. Recombined 3 regimes into one program.
                  5. Add Preprocessing

                  Alternative 2: 90.7% accurate, 0.8× speedup?

                  \[\begin{array}{l} \\ \begin{array}{l} t_0 := \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\\ \mathbf{if}\;b \leq -2 \cdot 10^{+138}:\\ \;\;\;\;\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{c}{b}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array}\\ \mathbf{elif}\;b \leq 4 \cdot 10^{+141}:\\ \;\;\;\;\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{b + t\_0}{2 \cdot \left(-a\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) + t\_0}\\ \end{array}\\ \mathbf{elif}\;b \geq 0:\\ \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\ \mathbf{else}:\\ \;\;\;\;c \cdot \frac{2}{-2 \cdot b}\\ \end{array} \end{array} \]
                  (FPCore (a b c)
                   :precision binary64
                   (let* ((t_0 (sqrt (- (* b b) (* (* 4.0 a) c)))))
                     (if (<= b -2e+138)
                       (if (>= b 0.0) (/ c b) (/ (* 2.0 c) (* -2.0 b)))
                       (if (<= b 4e+141)
                         (if (>= b 0.0) (/ (+ b t_0) (* 2.0 (- a))) (/ (* 2.0 c) (+ (- b) t_0)))
                         (if (>= b 0.0) (fma -1.0 (/ b a) (/ c b)) (* c (/ 2.0 (* -2.0 b))))))))
                  double code(double a, double b, double c) {
                  	double t_0 = sqrt(((b * b) - ((4.0 * a) * c)));
                  	double tmp_1;
                  	if (b <= -2e+138) {
                  		double tmp_2;
                  		if (b >= 0.0) {
                  			tmp_2 = c / b;
                  		} else {
                  			tmp_2 = (2.0 * c) / (-2.0 * b);
                  		}
                  		tmp_1 = tmp_2;
                  	} else if (b <= 4e+141) {
                  		double tmp_3;
                  		if (b >= 0.0) {
                  			tmp_3 = (b + t_0) / (2.0 * -a);
                  		} else {
                  			tmp_3 = (2.0 * c) / (-b + t_0);
                  		}
                  		tmp_1 = tmp_3;
                  	} else if (b >= 0.0) {
                  		tmp_1 = fma(-1.0, (b / a), (c / b));
                  	} else {
                  		tmp_1 = c * (2.0 / (-2.0 * b));
                  	}
                  	return tmp_1;
                  }
                  
                  function code(a, b, c)
                  	t_0 = sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c)))
                  	tmp_1 = 0.0
                  	if (b <= -2e+138)
                  		tmp_2 = 0.0
                  		if (b >= 0.0)
                  			tmp_2 = Float64(c / b);
                  		else
                  			tmp_2 = Float64(Float64(2.0 * c) / Float64(-2.0 * b));
                  		end
                  		tmp_1 = tmp_2;
                  	elseif (b <= 4e+141)
                  		tmp_3 = 0.0
                  		if (b >= 0.0)
                  			tmp_3 = Float64(Float64(b + t_0) / Float64(2.0 * Float64(-a)));
                  		else
                  			tmp_3 = Float64(Float64(2.0 * c) / Float64(Float64(-b) + t_0));
                  		end
                  		tmp_1 = tmp_3;
                  	elseif (b >= 0.0)
                  		tmp_1 = fma(-1.0, Float64(b / a), Float64(c / b));
                  	else
                  		tmp_1 = Float64(c * Float64(2.0 / Float64(-2.0 * b)));
                  	end
                  	return tmp_1
                  end
                  
                  code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -2e+138], If[GreaterEqual[b, 0.0], N[(c / b), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[(-2.0 * b), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 4e+141], If[GreaterEqual[b, 0.0], N[(N[(b + t$95$0), $MachinePrecision] / N[(2.0 * (-a)), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) + t$95$0), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(-1.0 * N[(b / a), $MachinePrecision] + N[(c / b), $MachinePrecision]), $MachinePrecision], N[(c * N[(2.0 / N[(-2.0 * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]
                  
                  \begin{array}{l}
                  
                  \\
                  \begin{array}{l}
                  t_0 := \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\\
                  \mathbf{if}\;b \leq -2 \cdot 10^{+138}:\\
                  \;\;\;\;\begin{array}{l}
                  \mathbf{if}\;b \geq 0:\\
                  \;\;\;\;\frac{c}{b}\\
                  
                  \mathbf{else}:\\
                  \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\
                  
                  
                  \end{array}\\
                  
                  \mathbf{elif}\;b \leq 4 \cdot 10^{+141}:\\
                  \;\;\;\;\begin{array}{l}
                  \mathbf{if}\;b \geq 0:\\
                  \;\;\;\;\frac{b + t\_0}{2 \cdot \left(-a\right)}\\
                  
                  \mathbf{else}:\\
                  \;\;\;\;\frac{2 \cdot c}{\left(-b\right) + t\_0}\\
                  
                  
                  \end{array}\\
                  
                  \mathbf{elif}\;b \geq 0:\\
                  \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\
                  
                  \mathbf{else}:\\
                  \;\;\;\;c \cdot \frac{2}{-2 \cdot b}\\
                  
                  
                  \end{array}
                  \end{array}
                  
                  Derivation
                  1. Split input into 3 regimes
                  2. if b < -2.0000000000000001e138

                    1. Initial program 34.3%

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

                      \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{\left(-b\right) - \color{blue}{b}}{2 \cdot a}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \end{array} \]
                    4. Step-by-step derivation
                      1. Applied rewrites34.3%

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

                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\ \mathbf{else}:\\ \;\;\;\;\color{blue}{\frac{2 \cdot c}{-2 \cdot b}}\\ \end{array} \]
                      3. Step-by-step derivation
                        1. Applied rewrites94.8%

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

                          \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{-1 \cdot \frac{b}{a} + \frac{c}{b}}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]
                        3. Step-by-step derivation
                          1. Applied rewrites94.8%

                            \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]
                          2. Taylor expanded in a around inf

                            \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{c}{\color{blue}{b}}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]
                          3. Step-by-step derivation
                            1. Applied rewrites94.8%

                              \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{c}{\color{blue}{b}}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]

                            if -2.0000000000000001e138 < b < 4.00000000000000007e141

                            1. Initial program 85.0%

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

                            if 4.00000000000000007e141 < b

                            1. Initial program 42.5%

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

                              \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{\left(-b\right) - \color{blue}{b}}{2 \cdot a}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \end{array} \]
                            4. Step-by-step derivation
                              1. Applied rewrites94.4%

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

                                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\ \mathbf{else}:\\ \;\;\;\;\color{blue}{\frac{2 \cdot c}{-2 \cdot b}}\\ \end{array} \]
                              3. Step-by-step derivation
                                1. Applied rewrites94.4%

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

                                  \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{-1 \cdot \frac{b}{a} + \frac{c}{b}}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]
                                3. Step-by-step derivation
                                  1. Applied rewrites94.4%

                                    \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]
                                  2. Step-by-step derivation
                                    1. lift-/.f64N/A

                                      \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]
                                    2. lift-*.f64N/A

                                      \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]
                                    3. *-commutativeN/A

                                      \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\ \mathbf{else}:\\ \;\;\;\;\frac{c \cdot 2}{-2 \cdot b}\\ \end{array} \]
                                    4. associate-/l*N/A

                                      \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\ \mathbf{else}:\\ \;\;\;\;c \cdot \frac{2}{-2 \cdot b}\\ \end{array} \]
                                    5. lower-*.f64N/A

                                      \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\ \mathbf{else}:\\ \;\;\;\;c \cdot \frac{2}{-2 \cdot b}\\ \end{array} \]
                                    6. lower-/.f6494.4

                                      \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\ \mathbf{else}:\\ \;\;\;\;\color{blue}{c \cdot \frac{2}{-2 \cdot b}}\\ \end{array} \]
                                  3. Applied rewrites94.4%

                                    \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\ \mathbf{else}:\\ \;\;\;\;c \cdot \frac{2}{-2 \cdot b}\\ \end{array} \]
                                4. Recombined 3 regimes into one program.
                                5. Final simplification87.6%

                                  \[\leadsto \begin{array}{l} \mathbf{if}\;b \leq -2 \cdot 10^{+138}:\\ \;\;\;\;\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{c}{b}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array}\\ \mathbf{elif}\;b \leq 4 \cdot 10^{+141}:\\ \;\;\;\;\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{b + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot \left(-a\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \end{array}\\ \mathbf{elif}\;b \geq 0:\\ \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\ \mathbf{else}:\\ \;\;\;\;c \cdot \frac{2}{-2 \cdot b}\\ \end{array} \]
                                6. Add Preprocessing

                                Alternative 3: 90.7% accurate, 0.9× speedup?

                                \[\begin{array}{l} \\ \begin{array}{l} t_0 := \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\\ \mathbf{if}\;b \leq -2 \cdot 10^{+138}:\\ \;\;\;\;\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{c}{b}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array}\\ \mathbf{elif}\;b \leq 4 \cdot 10^{+141}:\\ \;\;\;\;\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{t\_0 + b}{a} \cdot -0.5\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{t\_0 - b}\\ \end{array}\\ \mathbf{elif}\;b \geq 0:\\ \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\ \mathbf{else}:\\ \;\;\;\;c \cdot \frac{2}{-2 \cdot b}\\ \end{array} \end{array} \]
                                (FPCore (a b c)
                                 :precision binary64
                                 (let* ((t_0 (sqrt (fma (* -4.0 a) c (* b b)))))
                                   (if (<= b -2e+138)
                                     (if (>= b 0.0) (/ c b) (/ (* 2.0 c) (* -2.0 b)))
                                     (if (<= b 4e+141)
                                       (if (>= b 0.0) (* (/ (+ t_0 b) a) -0.5) (/ (* 2.0 c) (- t_0 b)))
                                       (if (>= b 0.0) (fma -1.0 (/ b a) (/ c b)) (* c (/ 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 tmp_1;
                                	if (b <= -2e+138) {
                                		double tmp_2;
                                		if (b >= 0.0) {
                                			tmp_2 = c / b;
                                		} else {
                                			tmp_2 = (2.0 * c) / (-2.0 * b);
                                		}
                                		tmp_1 = tmp_2;
                                	} else if (b <= 4e+141) {
                                		double tmp_3;
                                		if (b >= 0.0) {
                                			tmp_3 = ((t_0 + b) / a) * -0.5;
                                		} else {
                                			tmp_3 = (2.0 * c) / (t_0 - b);
                                		}
                                		tmp_1 = tmp_3;
                                	} else if (b >= 0.0) {
                                		tmp_1 = fma(-1.0, (b / a), (c / b));
                                	} else {
                                		tmp_1 = c * (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)))
                                	tmp_1 = 0.0
                                	if (b <= -2e+138)
                                		tmp_2 = 0.0
                                		if (b >= 0.0)
                                			tmp_2 = Float64(c / b);
                                		else
                                			tmp_2 = Float64(Float64(2.0 * c) / Float64(-2.0 * b));
                                		end
                                		tmp_1 = tmp_2;
                                	elseif (b <= 4e+141)
                                		tmp_3 = 0.0
                                		if (b >= 0.0)
                                			tmp_3 = Float64(Float64(Float64(t_0 + b) / a) * -0.5);
                                		else
                                			tmp_3 = Float64(Float64(2.0 * c) / Float64(t_0 - b));
                                		end
                                		tmp_1 = tmp_3;
                                	elseif (b >= 0.0)
                                		tmp_1 = fma(-1.0, Float64(b / a), Float64(c / b));
                                	else
                                		tmp_1 = Float64(c * Float64(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]}, If[LessEqual[b, -2e+138], If[GreaterEqual[b, 0.0], N[(c / b), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[(-2.0 * b), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 4e+141], If[GreaterEqual[b, 0.0], N[(N[(N[(t$95$0 + b), $MachinePrecision] / a), $MachinePrecision] * -0.5), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[(t$95$0 - b), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(-1.0 * N[(b / a), $MachinePrecision] + N[(c / b), $MachinePrecision]), $MachinePrecision], N[(c * N[(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)}\\
                                \mathbf{if}\;b \leq -2 \cdot 10^{+138}:\\
                                \;\;\;\;\begin{array}{l}
                                \mathbf{if}\;b \geq 0:\\
                                \;\;\;\;\frac{c}{b}\\
                                
                                \mathbf{else}:\\
                                \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\
                                
                                
                                \end{array}\\
                                
                                \mathbf{elif}\;b \leq 4 \cdot 10^{+141}:\\
                                \;\;\;\;\begin{array}{l}
                                \mathbf{if}\;b \geq 0:\\
                                \;\;\;\;\frac{t\_0 + b}{a} \cdot -0.5\\
                                
                                \mathbf{else}:\\
                                \;\;\;\;\frac{2 \cdot c}{t\_0 - b}\\
                                
                                
                                \end{array}\\
                                
                                \mathbf{elif}\;b \geq 0:\\
                                \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\
                                
                                \mathbf{else}:\\
                                \;\;\;\;c \cdot \frac{2}{-2 \cdot b}\\
                                
                                
                                \end{array}
                                \end{array}
                                
                                Derivation
                                1. Split input into 3 regimes
                                2. if b < -2.0000000000000001e138

                                  1. Initial program 34.3%

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

                                    \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{\left(-b\right) - \color{blue}{b}}{2 \cdot a}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \end{array} \]
                                  4. Step-by-step derivation
                                    1. Applied rewrites34.3%

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

                                      \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\ \mathbf{else}:\\ \;\;\;\;\color{blue}{\frac{2 \cdot c}{-2 \cdot b}}\\ \end{array} \]
                                    3. Step-by-step derivation
                                      1. Applied rewrites94.8%

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

                                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{-1 \cdot \frac{b}{a} + \frac{c}{b}}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]
                                      3. Step-by-step derivation
                                        1. Applied rewrites94.8%

                                          \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]
                                        2. Taylor expanded in a around inf

                                          \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{c}{\color{blue}{b}}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]
                                        3. Step-by-step derivation
                                          1. Applied rewrites94.8%

                                            \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{c}{\color{blue}{b}}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]

                                          if -2.0000000000000001e138 < b < 4.00000000000000007e141

                                          1. Initial program 85.0%

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

                                            \[\leadsto \color{blue}{\begin{array}{l} \color{blue}{\mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-1}{2} \cdot \frac{b + \sqrt{{b}^{2} - 4 \cdot \left(a \cdot c\right)}}{a}\\ \mathbf{else}:\\ \;\;\;\;2 \cdot \frac{c}{\sqrt{{b}^{2} - 4 \cdot \left(a \cdot c\right)} - b}\\ } \end{array}} \]
                                          4. Applied rewrites85.0%

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

                                          if 4.00000000000000007e141 < b

                                          1. Initial program 42.5%

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

                                            \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{\left(-b\right) - \color{blue}{b}}{2 \cdot a}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \end{array} \]
                                          4. Step-by-step derivation
                                            1. Applied rewrites94.4%

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

                                              \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\ \mathbf{else}:\\ \;\;\;\;\color{blue}{\frac{2 \cdot c}{-2 \cdot b}}\\ \end{array} \]
                                            3. Step-by-step derivation
                                              1. Applied rewrites94.4%

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

                                                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{-1 \cdot \frac{b}{a} + \frac{c}{b}}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]
                                              3. Step-by-step derivation
                                                1. Applied rewrites94.4%

                                                  \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]
                                                2. Step-by-step derivation
                                                  1. lift-/.f64N/A

                                                    \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]
                                                  2. lift-*.f64N/A

                                                    \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]
                                                  3. *-commutativeN/A

                                                    \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\ \mathbf{else}:\\ \;\;\;\;\frac{c \cdot 2}{-2 \cdot b}\\ \end{array} \]
                                                  4. associate-/l*N/A

                                                    \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\ \mathbf{else}:\\ \;\;\;\;c \cdot \frac{2}{-2 \cdot b}\\ \end{array} \]
                                                  5. lower-*.f64N/A

                                                    \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\ \mathbf{else}:\\ \;\;\;\;c \cdot \frac{2}{-2 \cdot b}\\ \end{array} \]
                                                  6. lower-/.f6494.4

                                                    \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\ \mathbf{else}:\\ \;\;\;\;\color{blue}{c \cdot \frac{2}{-2 \cdot b}}\\ \end{array} \]
                                                3. Applied rewrites94.4%

                                                  \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\ \mathbf{else}:\\ \;\;\;\;c \cdot \frac{2}{-2 \cdot b}\\ \end{array} \]
                                              4. Recombined 3 regimes into one program.
                                              5. Add Preprocessing

                                              Alternative 4: 90.6% accurate, 0.9× speedup?

                                              \[\begin{array}{l} \\ \begin{array}{l} \mathbf{if}\;b \leq -2 \cdot 10^{+138}:\\ \;\;\;\;\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{c}{b}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array}\\ \mathbf{elif}\;b \leq 4 \cdot 10^{+141}:\\ \;\;\;\;\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{\sqrt{\mathsf{fma}\left(c, a \cdot -4, b \cdot b\right)} + b}{a} \cdot -0.5\\ \mathbf{else}:\\ \;\;\;\;c \cdot \frac{2}{\sqrt{\mathsf{fma}\left(c \cdot -4, a, b \cdot b\right)} - b}\\ \end{array}\\ \mathbf{elif}\;b \geq 0:\\ \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\ \mathbf{else}:\\ \;\;\;\;c \cdot \frac{2}{-2 \cdot b}\\ \end{array} \end{array} \]
                                              (FPCore (a b c)
                                               :precision binary64
                                               (if (<= b -2e+138)
                                                 (if (>= b 0.0) (/ c b) (/ (* 2.0 c) (* -2.0 b)))
                                                 (if (<= b 4e+141)
                                                   (if (>= b 0.0)
                                                     (* (/ (+ (sqrt (fma c (* a -4.0) (* b b))) b) a) -0.5)
                                                     (* c (/ 2.0 (- (sqrt (fma (* c -4.0) a (* b b))) b))))
                                                   (if (>= b 0.0) (fma -1.0 (/ b a) (/ c b)) (* c (/ 2.0 (* -2.0 b)))))))
                                              double code(double a, double b, double c) {
                                              	double tmp_1;
                                              	if (b <= -2e+138) {
                                              		double tmp_2;
                                              		if (b >= 0.0) {
                                              			tmp_2 = c / b;
                                              		} else {
                                              			tmp_2 = (2.0 * c) / (-2.0 * b);
                                              		}
                                              		tmp_1 = tmp_2;
                                              	} else if (b <= 4e+141) {
                                              		double tmp_3;
                                              		if (b >= 0.0) {
                                              			tmp_3 = ((sqrt(fma(c, (a * -4.0), (b * b))) + b) / a) * -0.5;
                                              		} else {
                                              			tmp_3 = c * (2.0 / (sqrt(fma((c * -4.0), a, (b * b))) - b));
                                              		}
                                              		tmp_1 = tmp_3;
                                              	} else if (b >= 0.0) {
                                              		tmp_1 = fma(-1.0, (b / a), (c / b));
                                              	} else {
                                              		tmp_1 = c * (2.0 / (-2.0 * b));
                                              	}
                                              	return tmp_1;
                                              }
                                              
                                              function code(a, b, c)
                                              	tmp_1 = 0.0
                                              	if (b <= -2e+138)
                                              		tmp_2 = 0.0
                                              		if (b >= 0.0)
                                              			tmp_2 = Float64(c / b);
                                              		else
                                              			tmp_2 = Float64(Float64(2.0 * c) / Float64(-2.0 * b));
                                              		end
                                              		tmp_1 = tmp_2;
                                              	elseif (b <= 4e+141)
                                              		tmp_3 = 0.0
                                              		if (b >= 0.0)
                                              			tmp_3 = Float64(Float64(Float64(sqrt(fma(c, Float64(a * -4.0), Float64(b * b))) + b) / a) * -0.5);
                                              		else
                                              			tmp_3 = Float64(c * Float64(2.0 / Float64(sqrt(fma(Float64(c * -4.0), a, Float64(b * b))) - b)));
                                              		end
                                              		tmp_1 = tmp_3;
                                              	elseif (b >= 0.0)
                                              		tmp_1 = fma(-1.0, Float64(b / a), Float64(c / b));
                                              	else
                                              		tmp_1 = Float64(c * Float64(2.0 / Float64(-2.0 * b)));
                                              	end
                                              	return tmp_1
                                              end
                                              
                                              code[a_, b_, c_] := If[LessEqual[b, -2e+138], If[GreaterEqual[b, 0.0], N[(c / b), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[(-2.0 * b), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 4e+141], If[GreaterEqual[b, 0.0], N[(N[(N[(N[Sqrt[N[(c * N[(a * -4.0), $MachinePrecision] + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] + b), $MachinePrecision] / a), $MachinePrecision] * -0.5), $MachinePrecision], N[(c * N[(2.0 / N[(N[Sqrt[N[(N[(c * -4.0), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(-1.0 * N[(b / a), $MachinePrecision] + N[(c / b), $MachinePrecision]), $MachinePrecision], N[(c * N[(2.0 / N[(-2.0 * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]
                                              
                                              \begin{array}{l}
                                              
                                              \\
                                              \begin{array}{l}
                                              \mathbf{if}\;b \leq -2 \cdot 10^{+138}:\\
                                              \;\;\;\;\begin{array}{l}
                                              \mathbf{if}\;b \geq 0:\\
                                              \;\;\;\;\frac{c}{b}\\
                                              
                                              \mathbf{else}:\\
                                              \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\
                                              
                                              
                                              \end{array}\\
                                              
                                              \mathbf{elif}\;b \leq 4 \cdot 10^{+141}:\\
                                              \;\;\;\;\begin{array}{l}
                                              \mathbf{if}\;b \geq 0:\\
                                              \;\;\;\;\frac{\sqrt{\mathsf{fma}\left(c, a \cdot -4, b \cdot b\right)} + b}{a} \cdot -0.5\\
                                              
                                              \mathbf{else}:\\
                                              \;\;\;\;c \cdot \frac{2}{\sqrt{\mathsf{fma}\left(c \cdot -4, a, b \cdot b\right)} - b}\\
                                              
                                              
                                              \end{array}\\
                                              
                                              \mathbf{elif}\;b \geq 0:\\
                                              \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\
                                              
                                              \mathbf{else}:\\
                                              \;\;\;\;c \cdot \frac{2}{-2 \cdot b}\\
                                              
                                              
                                              \end{array}
                                              \end{array}
                                              
                                              Derivation
                                              1. Split input into 3 regimes
                                              2. if b < -2.0000000000000001e138

                                                1. Initial program 34.3%

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

                                                  \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{\left(-b\right) - \color{blue}{b}}{2 \cdot a}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \end{array} \]
                                                4. Step-by-step derivation
                                                  1. Applied rewrites34.3%

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

                                                    \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\ \mathbf{else}:\\ \;\;\;\;\color{blue}{\frac{2 \cdot c}{-2 \cdot b}}\\ \end{array} \]
                                                  3. Step-by-step derivation
                                                    1. Applied rewrites94.8%

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

                                                      \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{-1 \cdot \frac{b}{a} + \frac{c}{b}}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]
                                                    3. Step-by-step derivation
                                                      1. Applied rewrites94.8%

                                                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]
                                                      2. Taylor expanded in a around inf

                                                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{c}{\color{blue}{b}}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]
                                                      3. Step-by-step derivation
                                                        1. Applied rewrites94.8%

                                                          \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{c}{\color{blue}{b}}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]

                                                        if -2.0000000000000001e138 < b < 4.00000000000000007e141

                                                        1. Initial program 85.0%

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

                                                          \[\leadsto \color{blue}{\begin{array}{l} \color{blue}{\mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-1}{2} \cdot \frac{b + \sqrt{{b}^{2} - 4 \cdot \left(a \cdot c\right)}}{a}\\ \mathbf{else}:\\ \;\;\;\;2 \cdot \frac{c}{\sqrt{{b}^{2} - 4 \cdot \left(a \cdot c\right)} - b}\\ } \end{array}} \]
                                                        4. Applied rewrites85.0%

                                                          \[\leadsto \color{blue}{\begin{array}{l} \color{blue}{\mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} + b}{a} \cdot -0.5\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}\\ } \end{array}} \]
                                                        5. Step-by-step derivation
                                                          1. Applied rewrites85.0%

                                                            \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\left(\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}}{a} + \frac{b}{a}\right) \cdot -0.5\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}\\ \end{array} \]
                                                          2. Step-by-step derivation
                                                            1. Applied rewrites84.9%

                                                              \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\left(\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}}{a} + \frac{b}{a}\right) \cdot -0.5\\ \mathbf{else}:\\ \;\;\;\;c \cdot \frac{2}{\sqrt{\mathsf{fma}\left(c \cdot -4, a, b \cdot b\right)} - b}\\ \end{array} \]
                                                            2. Step-by-step derivation
                                                              1. Applied rewrites84.9%

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

                                                              if 4.00000000000000007e141 < b

                                                              1. Initial program 42.5%

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

                                                                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{\left(-b\right) - \color{blue}{b}}{2 \cdot a}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \end{array} \]
                                                              4. Step-by-step derivation
                                                                1. Applied rewrites94.4%

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

                                                                  \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\ \mathbf{else}:\\ \;\;\;\;\color{blue}{\frac{2 \cdot c}{-2 \cdot b}}\\ \end{array} \]
                                                                3. Step-by-step derivation
                                                                  1. Applied rewrites94.4%

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

                                                                    \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{-1 \cdot \frac{b}{a} + \frac{c}{b}}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]
                                                                  3. Step-by-step derivation
                                                                    1. Applied rewrites94.4%

                                                                      \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]
                                                                    2. Step-by-step derivation
                                                                      1. lift-/.f64N/A

                                                                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]
                                                                      2. lift-*.f64N/A

                                                                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]
                                                                      3. *-commutativeN/A

                                                                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\ \mathbf{else}:\\ \;\;\;\;\frac{c \cdot 2}{-2 \cdot b}\\ \end{array} \]
                                                                      4. associate-/l*N/A

                                                                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\ \mathbf{else}:\\ \;\;\;\;c \cdot \frac{2}{-2 \cdot b}\\ \end{array} \]
                                                                      5. lower-*.f64N/A

                                                                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\ \mathbf{else}:\\ \;\;\;\;c \cdot \frac{2}{-2 \cdot b}\\ \end{array} \]
                                                                      6. lower-/.f6494.4

                                                                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\ \mathbf{else}:\\ \;\;\;\;\color{blue}{c \cdot \frac{2}{-2 \cdot b}}\\ \end{array} \]
                                                                    3. Applied rewrites94.4%

                                                                      \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\ \mathbf{else}:\\ \;\;\;\;c \cdot \frac{2}{-2 \cdot b}\\ \end{array} \]
                                                                  4. Recombined 3 regimes into one program.
                                                                  5. Add Preprocessing

                                                                  Alternative 5: 90.7% accurate, 0.9× speedup?

                                                                  \[\begin{array}{l} \\ \begin{array}{l} t_0 := \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\\ \mathbf{if}\;b \leq -2 \cdot 10^{+138}:\\ \;\;\;\;\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{c}{b}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array}\\ \mathbf{elif}\;b \leq 3 \cdot 10^{+143}:\\ \;\;\;\;\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\left(t\_0 + b\right) \cdot \frac{-0.5}{a}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{t\_0 - b}\\ \end{array}\\ \mathbf{elif}\;b \geq 0:\\ \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\ \mathbf{else}:\\ \;\;\;\;c \cdot \frac{2}{-2 \cdot b}\\ \end{array} \end{array} \]
                                                                  (FPCore (a b c)
                                                                   :precision binary64
                                                                   (let* ((t_0 (sqrt (fma (* -4.0 a) c (* b b)))))
                                                                     (if (<= b -2e+138)
                                                                       (if (>= b 0.0) (/ c b) (/ (* 2.0 c) (* -2.0 b)))
                                                                       (if (<= b 3e+143)
                                                                         (if (>= b 0.0) (* (+ t_0 b) (/ -0.5 a)) (/ (* 2.0 c) (- t_0 b)))
                                                                         (if (>= b 0.0) (fma -1.0 (/ b a) (/ c b)) (* c (/ 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 tmp_1;
                                                                  	if (b <= -2e+138) {
                                                                  		double tmp_2;
                                                                  		if (b >= 0.0) {
                                                                  			tmp_2 = c / b;
                                                                  		} else {
                                                                  			tmp_2 = (2.0 * c) / (-2.0 * b);
                                                                  		}
                                                                  		tmp_1 = tmp_2;
                                                                  	} else if (b <= 3e+143) {
                                                                  		double tmp_3;
                                                                  		if (b >= 0.0) {
                                                                  			tmp_3 = (t_0 + b) * (-0.5 / a);
                                                                  		} else {
                                                                  			tmp_3 = (2.0 * c) / (t_0 - b);
                                                                  		}
                                                                  		tmp_1 = tmp_3;
                                                                  	} else if (b >= 0.0) {
                                                                  		tmp_1 = fma(-1.0, (b / a), (c / b));
                                                                  	} else {
                                                                  		tmp_1 = c * (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)))
                                                                  	tmp_1 = 0.0
                                                                  	if (b <= -2e+138)
                                                                  		tmp_2 = 0.0
                                                                  		if (b >= 0.0)
                                                                  			tmp_2 = Float64(c / b);
                                                                  		else
                                                                  			tmp_2 = Float64(Float64(2.0 * c) / Float64(-2.0 * b));
                                                                  		end
                                                                  		tmp_1 = tmp_2;
                                                                  	elseif (b <= 3e+143)
                                                                  		tmp_3 = 0.0
                                                                  		if (b >= 0.0)
                                                                  			tmp_3 = Float64(Float64(t_0 + b) * Float64(-0.5 / a));
                                                                  		else
                                                                  			tmp_3 = Float64(Float64(2.0 * c) / Float64(t_0 - b));
                                                                  		end
                                                                  		tmp_1 = tmp_3;
                                                                  	elseif (b >= 0.0)
                                                                  		tmp_1 = fma(-1.0, Float64(b / a), Float64(c / b));
                                                                  	else
                                                                  		tmp_1 = Float64(c * Float64(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]}, If[LessEqual[b, -2e+138], If[GreaterEqual[b, 0.0], N[(c / b), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[(-2.0 * b), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 3e+143], If[GreaterEqual[b, 0.0], N[(N[(t$95$0 + b), $MachinePrecision] * N[(-0.5 / a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[(t$95$0 - b), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(-1.0 * N[(b / a), $MachinePrecision] + N[(c / b), $MachinePrecision]), $MachinePrecision], N[(c * N[(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)}\\
                                                                  \mathbf{if}\;b \leq -2 \cdot 10^{+138}:\\
                                                                  \;\;\;\;\begin{array}{l}
                                                                  \mathbf{if}\;b \geq 0:\\
                                                                  \;\;\;\;\frac{c}{b}\\
                                                                  
                                                                  \mathbf{else}:\\
                                                                  \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\
                                                                  
                                                                  
                                                                  \end{array}\\
                                                                  
                                                                  \mathbf{elif}\;b \leq 3 \cdot 10^{+143}:\\
                                                                  \;\;\;\;\begin{array}{l}
                                                                  \mathbf{if}\;b \geq 0:\\
                                                                  \;\;\;\;\left(t\_0 + b\right) \cdot \frac{-0.5}{a}\\
                                                                  
                                                                  \mathbf{else}:\\
                                                                  \;\;\;\;\frac{2 \cdot c}{t\_0 - b}\\
                                                                  
                                                                  
                                                                  \end{array}\\
                                                                  
                                                                  \mathbf{elif}\;b \geq 0:\\
                                                                  \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\
                                                                  
                                                                  \mathbf{else}:\\
                                                                  \;\;\;\;c \cdot \frac{2}{-2 \cdot b}\\
                                                                  
                                                                  
                                                                  \end{array}
                                                                  \end{array}
                                                                  
                                                                  Derivation
                                                                  1. Split input into 3 regimes
                                                                  2. if b < -2.0000000000000001e138

                                                                    1. Initial program 34.3%

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

                                                                      \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{\left(-b\right) - \color{blue}{b}}{2 \cdot a}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \end{array} \]
                                                                    4. Step-by-step derivation
                                                                      1. Applied rewrites34.3%

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

                                                                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\ \mathbf{else}:\\ \;\;\;\;\color{blue}{\frac{2 \cdot c}{-2 \cdot b}}\\ \end{array} \]
                                                                      3. Step-by-step derivation
                                                                        1. Applied rewrites94.8%

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

                                                                          \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{-1 \cdot \frac{b}{a} + \frac{c}{b}}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]
                                                                        3. Step-by-step derivation
                                                                          1. Applied rewrites94.8%

                                                                            \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]
                                                                          2. Taylor expanded in a around inf

                                                                            \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{c}{\color{blue}{b}}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]
                                                                          3. Step-by-step derivation
                                                                            1. Applied rewrites94.8%

                                                                              \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{c}{\color{blue}{b}}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]

                                                                            if -2.0000000000000001e138 < b < 3.0000000000000001e143

                                                                            1. Initial program 85.0%

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

                                                                              \[\leadsto \color{blue}{\begin{array}{l} \color{blue}{\mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-1}{2} \cdot \frac{b + \sqrt{{b}^{2} - 4 \cdot \left(a \cdot c\right)}}{a}\\ \mathbf{else}:\\ \;\;\;\;2 \cdot \frac{c}{\sqrt{{b}^{2} - 4 \cdot \left(a \cdot c\right)} - b}\\ } \end{array}} \]
                                                                            4. Applied rewrites85.0%

                                                                              \[\leadsto \color{blue}{\begin{array}{l} \color{blue}{\mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} + b}{a} \cdot -0.5\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}\\ } \end{array}} \]
                                                                            5. Step-by-step derivation
                                                                              1. Applied rewrites84.8%

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

                                                                              if 3.0000000000000001e143 < b

                                                                              1. Initial program 42.5%

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

                                                                                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{\left(-b\right) - \color{blue}{b}}{2 \cdot a}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \end{array} \]
                                                                              4. Step-by-step derivation
                                                                                1. Applied rewrites94.4%

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

                                                                                  \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\ \mathbf{else}:\\ \;\;\;\;\color{blue}{\frac{2 \cdot c}{-2 \cdot b}}\\ \end{array} \]
                                                                                3. Step-by-step derivation
                                                                                  1. Applied rewrites94.4%

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

                                                                                    \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{-1 \cdot \frac{b}{a} + \frac{c}{b}}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]
                                                                                  3. Step-by-step derivation
                                                                                    1. Applied rewrites94.4%

                                                                                      \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]
                                                                                    2. Step-by-step derivation
                                                                                      1. lift-/.f64N/A

                                                                                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]
                                                                                      2. lift-*.f64N/A

                                                                                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]
                                                                                      3. *-commutativeN/A

                                                                                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\ \mathbf{else}:\\ \;\;\;\;\frac{c \cdot 2}{-2 \cdot b}\\ \end{array} \]
                                                                                      4. associate-/l*N/A

                                                                                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\ \mathbf{else}:\\ \;\;\;\;c \cdot \frac{2}{-2 \cdot b}\\ \end{array} \]
                                                                                      5. lower-*.f64N/A

                                                                                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\ \mathbf{else}:\\ \;\;\;\;c \cdot \frac{2}{-2 \cdot b}\\ \end{array} \]
                                                                                      6. lower-/.f6494.4

                                                                                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\ \mathbf{else}:\\ \;\;\;\;\color{blue}{c \cdot \frac{2}{-2 \cdot b}}\\ \end{array} \]
                                                                                    3. Applied rewrites94.4%

                                                                                      \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\ \mathbf{else}:\\ \;\;\;\;c \cdot \frac{2}{-2 \cdot b}\\ \end{array} \]
                                                                                  4. Recombined 3 regimes into one program.
                                                                                  5. Add Preprocessing

                                                                                  Alternative 6: 84.6% accurate, 1.0× speedup?

                                                                                  \[\begin{array}{l} \\ \begin{array}{l} \mathbf{if}\;b \leq -2 \cdot 10^{+138}:\\ \;\;\;\;\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{c}{b}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array}\\ \mathbf{elif}\;b \leq 0.06:\\ \;\;\;\;\frac{2 \cdot c}{\sqrt{\mathsf{fma}\left(b, b, \left(-4 \cdot a\right) \cdot c\right)} - b}\\ \mathbf{elif}\;b \geq 0:\\ \;\;\;\;\frac{b + b}{2 \cdot \left(-a\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{\frac{c \cdot a}{b} \cdot 2}\\ \end{array} \end{array} \]
                                                                                  (FPCore (a b c)
                                                                                   :precision binary64
                                                                                   (if (<= b -2e+138)
                                                                                     (if (>= b 0.0) (/ c b) (/ (* 2.0 c) (* -2.0 b)))
                                                                                     (if (<= b 0.06)
                                                                                       (/ (* 2.0 c) (- (sqrt (fma b b (* (* -4.0 a) c))) b))
                                                                                       (if (>= b 0.0)
                                                                                         (/ (+ b b) (* 2.0 (- a)))
                                                                                         (/ (* 2.0 c) (* (/ (* c a) b) 2.0))))))
                                                                                  double code(double a, double b, double c) {
                                                                                  	double tmp_1;
                                                                                  	if (b <= -2e+138) {
                                                                                  		double tmp_2;
                                                                                  		if (b >= 0.0) {
                                                                                  			tmp_2 = c / b;
                                                                                  		} else {
                                                                                  			tmp_2 = (2.0 * c) / (-2.0 * b);
                                                                                  		}
                                                                                  		tmp_1 = tmp_2;
                                                                                  	} else if (b <= 0.06) {
                                                                                  		tmp_1 = (2.0 * c) / (sqrt(fma(b, b, ((-4.0 * a) * c))) - b);
                                                                                  	} else if (b >= 0.0) {
                                                                                  		tmp_1 = (b + b) / (2.0 * -a);
                                                                                  	} else {
                                                                                  		tmp_1 = (2.0 * c) / (((c * a) / b) * 2.0);
                                                                                  	}
                                                                                  	return tmp_1;
                                                                                  }
                                                                                  
                                                                                  function code(a, b, c)
                                                                                  	tmp_1 = 0.0
                                                                                  	if (b <= -2e+138)
                                                                                  		tmp_2 = 0.0
                                                                                  		if (b >= 0.0)
                                                                                  			tmp_2 = Float64(c / b);
                                                                                  		else
                                                                                  			tmp_2 = Float64(Float64(2.0 * c) / Float64(-2.0 * b));
                                                                                  		end
                                                                                  		tmp_1 = tmp_2;
                                                                                  	elseif (b <= 0.06)
                                                                                  		tmp_1 = Float64(Float64(2.0 * c) / Float64(sqrt(fma(b, b, Float64(Float64(-4.0 * a) * c))) - b));
                                                                                  	elseif (b >= 0.0)
                                                                                  		tmp_1 = Float64(Float64(b + b) / Float64(2.0 * Float64(-a)));
                                                                                  	else
                                                                                  		tmp_1 = Float64(Float64(2.0 * c) / Float64(Float64(Float64(c * a) / b) * 2.0));
                                                                                  	end
                                                                                  	return tmp_1
                                                                                  end
                                                                                  
                                                                                  code[a_, b_, c_] := If[LessEqual[b, -2e+138], If[GreaterEqual[b, 0.0], N[(c / b), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[(-2.0 * b), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 0.06], N[(N[(2.0 * c), $MachinePrecision] / N[(N[Sqrt[N[(b * b + N[(N[(-4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision]), $MachinePrecision], If[GreaterEqual[b, 0.0], N[(N[(b + b), $MachinePrecision] / N[(2.0 * (-a)), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[(N[(N[(c * a), $MachinePrecision] / b), $MachinePrecision] * 2.0), $MachinePrecision]), $MachinePrecision]]]]
                                                                                  
                                                                                  \begin{array}{l}
                                                                                  
                                                                                  \\
                                                                                  \begin{array}{l}
                                                                                  \mathbf{if}\;b \leq -2 \cdot 10^{+138}:\\
                                                                                  \;\;\;\;\begin{array}{l}
                                                                                  \mathbf{if}\;b \geq 0:\\
                                                                                  \;\;\;\;\frac{c}{b}\\
                                                                                  
                                                                                  \mathbf{else}:\\
                                                                                  \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\
                                                                                  
                                                                                  
                                                                                  \end{array}\\
                                                                                  
                                                                                  \mathbf{elif}\;b \leq 0.06:\\
                                                                                  \;\;\;\;\frac{2 \cdot c}{\sqrt{\mathsf{fma}\left(b, b, \left(-4 \cdot a\right) \cdot c\right)} - b}\\
                                                                                  
                                                                                  \mathbf{elif}\;b \geq 0:\\
                                                                                  \;\;\;\;\frac{b + b}{2 \cdot \left(-a\right)}\\
                                                                                  
                                                                                  \mathbf{else}:\\
                                                                                  \;\;\;\;\frac{2 \cdot c}{\frac{c \cdot a}{b} \cdot 2}\\
                                                                                  
                                                                                  
                                                                                  \end{array}
                                                                                  \end{array}
                                                                                  
                                                                                  Derivation
                                                                                  1. Split input into 3 regimes
                                                                                  2. if b < -2.0000000000000001e138

                                                                                    1. Initial program 34.3%

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

                                                                                      \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{\left(-b\right) - \color{blue}{b}}{2 \cdot a}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \end{array} \]
                                                                                    4. Step-by-step derivation
                                                                                      1. Applied rewrites34.3%

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

                                                                                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\ \mathbf{else}:\\ \;\;\;\;\color{blue}{\frac{2 \cdot c}{-2 \cdot b}}\\ \end{array} \]
                                                                                      3. Step-by-step derivation
                                                                                        1. Applied rewrites94.8%

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

                                                                                          \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{-1 \cdot \frac{b}{a} + \frac{c}{b}}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]
                                                                                        3. Step-by-step derivation
                                                                                          1. Applied rewrites94.8%

                                                                                            \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]
                                                                                          2. Taylor expanded in a around inf

                                                                                            \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{c}{\color{blue}{b}}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]
                                                                                          3. Step-by-step derivation
                                                                                            1. Applied rewrites94.8%

                                                                                              \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{c}{\color{blue}{b}}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]

                                                                                            if -2.0000000000000001e138 < b < 0.059999999999999998

                                                                                            1. Initial program 84.1%

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

                                                                                              \[\leadsto \color{blue}{\begin{array}{l} \color{blue}{\mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{-1}{2} \cdot \frac{b + \sqrt{{b}^{2} - 4 \cdot \left(a \cdot c\right)}}{a}\\ \mathbf{else}:\\ \;\;\;\;2 \cdot \frac{c}{\sqrt{{b}^{2} - 4 \cdot \left(a \cdot c\right)} - b}\\ } \end{array}} \]
                                                                                            4. Applied rewrites84.1%

                                                                                              \[\leadsto \color{blue}{\begin{array}{l} \color{blue}{\mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} + b}{a} \cdot -0.5\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}\\ } \end{array}} \]
                                                                                            5. Step-by-step derivation
                                                                                              1. Applied rewrites74.0%

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

                                                                                                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{2 \cdot \frac{c}{\sqrt{-4 \cdot \left(a \cdot c\right) + {b}^{2}} - b}}\\ \mathbf{else}:\\ \;\;\;\;2 \cdot \frac{c}{\sqrt{-4 \cdot \left(a \cdot c\right) + {b}^{2}} - b}\\ \end{array} \]
                                                                                              3. Applied rewrites78.1%

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

                                                                                              if 0.059999999999999998 < b

                                                                                              1. Initial program 66.4%

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

                                                                                                \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{\left(-b\right) - \color{blue}{b}}{2 \cdot a}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \end{array} \]
                                                                                              4. Step-by-step derivation
                                                                                                1. Applied rewrites86.4%

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

                                                                                                  \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\ \mathbf{else}:\\ \;\;\;\;\color{blue}{\frac{2 \cdot c}{-1 \cdot \left(b \cdot \left(2 + -2 \cdot \frac{a \cdot c}{{b}^{2}}\right)\right)}}\\ \end{array} \]
                                                                                                3. Step-by-step derivation
                                                                                                  1. Applied rewrites86.4%

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

                                                                                                    \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{\color{blue}{2 \cdot \frac{a \cdot c}{b}}}\\ \end{array} \]
                                                                                                  3. Step-by-step derivation
                                                                                                    1. Applied rewrites86.4%

                                                                                                      \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{\color{blue}{\frac{c \cdot a}{b} \cdot 2}}\\ \end{array} \]
                                                                                                  4. Recombined 3 regimes into one program.
                                                                                                  5. Final simplification82.6%

                                                                                                    \[\leadsto \begin{array}{l} \mathbf{if}\;b \leq -2 \cdot 10^{+138}:\\ \;\;\;\;\begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{c}{b}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array}\\ \mathbf{elif}\;b \leq 0.06:\\ \;\;\;\;\frac{2 \cdot c}{\sqrt{\mathsf{fma}\left(b, b, \left(-4 \cdot a\right) \cdot c\right)} - b}\\ \mathbf{elif}\;b \geq 0:\\ \;\;\;\;\frac{b + b}{2 \cdot \left(-a\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{\frac{c \cdot a}{b} \cdot 2}\\ \end{array} \]
                                                                                                  6. Add Preprocessing

                                                                                                  Alternative 7: 67.1% accurate, 2.0× speedup?

                                                                                                  \[\begin{array}{l} \\ \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{b + b}{2 \cdot \left(-a\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \end{array} \]
                                                                                                  (FPCore (a b c)
                                                                                                   :precision binary64
                                                                                                   (if (>= b 0.0) (/ (+ b b) (* 2.0 (- a))) (/ (* 2.0 c) (* -2.0 b))))
                                                                                                  double code(double a, double b, double c) {
                                                                                                  	double tmp;
                                                                                                  	if (b >= 0.0) {
                                                                                                  		tmp = (b + b) / (2.0 * -a);
                                                                                                  	} else {
                                                                                                  		tmp = (2.0 * c) / (-2.0 * b);
                                                                                                  	}
                                                                                                  	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 = (b + b) / (2.0d0 * -a)
                                                                                                      else
                                                                                                          tmp = (2.0d0 * c) / ((-2.0d0) * b)
                                                                                                      end if
                                                                                                      code = tmp
                                                                                                  end function
                                                                                                  
                                                                                                  public static double code(double a, double b, double c) {
                                                                                                  	double tmp;
                                                                                                  	if (b >= 0.0) {
                                                                                                  		tmp = (b + b) / (2.0 * -a);
                                                                                                  	} else {
                                                                                                  		tmp = (2.0 * c) / (-2.0 * b);
                                                                                                  	}
                                                                                                  	return tmp;
                                                                                                  }
                                                                                                  
                                                                                                  def code(a, b, c):
                                                                                                  	tmp = 0
                                                                                                  	if b >= 0.0:
                                                                                                  		tmp = (b + b) / (2.0 * -a)
                                                                                                  	else:
                                                                                                  		tmp = (2.0 * c) / (-2.0 * b)
                                                                                                  	return tmp
                                                                                                  
                                                                                                  function code(a, b, c)
                                                                                                  	tmp = 0.0
                                                                                                  	if (b >= 0.0)
                                                                                                  		tmp = Float64(Float64(b + b) / Float64(2.0 * Float64(-a)));
                                                                                                  	else
                                                                                                  		tmp = Float64(Float64(2.0 * c) / Float64(-2.0 * b));
                                                                                                  	end
                                                                                                  	return tmp
                                                                                                  end
                                                                                                  
                                                                                                  function tmp_2 = code(a, b, c)
                                                                                                  	tmp = 0.0;
                                                                                                  	if (b >= 0.0)
                                                                                                  		tmp = (b + b) / (2.0 * -a);
                                                                                                  	else
                                                                                                  		tmp = (2.0 * c) / (-2.0 * b);
                                                                                                  	end
                                                                                                  	tmp_2 = tmp;
                                                                                                  end
                                                                                                  
                                                                                                  code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[(N[(b + b), $MachinePrecision] / N[(2.0 * (-a)), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[(-2.0 * b), $MachinePrecision]), $MachinePrecision]]
                                                                                                  
                                                                                                  \begin{array}{l}
                                                                                                  
                                                                                                  \\
                                                                                                  \begin{array}{l}
                                                                                                  \mathbf{if}\;b \geq 0:\\
                                                                                                  \;\;\;\;\frac{b + b}{2 \cdot \left(-a\right)}\\
                                                                                                  
                                                                                                  \mathbf{else}:\\
                                                                                                  \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\
                                                                                                  
                                                                                                  
                                                                                                  \end{array}
                                                                                                  \end{array}
                                                                                                  
                                                                                                  Derivation
                                                                                                  1. Initial program 72.4%

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

                                                                                                    \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{\left(-b\right) - \color{blue}{b}}{2 \cdot a}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \end{array} \]
                                                                                                  4. Step-by-step derivation
                                                                                                    1. Applied rewrites66.7%

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

                                                                                                      \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\ \mathbf{else}:\\ \;\;\;\;\color{blue}{\frac{2 \cdot c}{-2 \cdot b}}\\ \end{array} \]
                                                                                                    3. Step-by-step derivation
                                                                                                      1. Applied rewrites61.2%

                                                                                                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\ \mathbf{else}:\\ \;\;\;\;\color{blue}{\frac{2 \cdot c}{-2 \cdot b}}\\ \end{array} \]
                                                                                                      2. Final simplification61.2%

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

                                                                                                      Alternative 8: 35.3% accurate, 2.0× speedup?

                                                                                                      \[\begin{array}{l} \\ \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{c}{b}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \end{array} \]
                                                                                                      (FPCore (a b c)
                                                                                                       :precision binary64
                                                                                                       (if (>= b 0.0) (/ c b) (/ (* 2.0 c) (* -2.0 b))))
                                                                                                      double code(double a, double b, double c) {
                                                                                                      	double tmp;
                                                                                                      	if (b >= 0.0) {
                                                                                                      		tmp = c / b;
                                                                                                      	} else {
                                                                                                      		tmp = (2.0 * c) / (-2.0 * b);
                                                                                                      	}
                                                                                                      	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 = (2.0d0 * c) / ((-2.0d0) * b)
                                                                                                          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 = (2.0 * c) / (-2.0 * b);
                                                                                                      	}
                                                                                                      	return tmp;
                                                                                                      }
                                                                                                      
                                                                                                      def code(a, b, c):
                                                                                                      	tmp = 0
                                                                                                      	if b >= 0.0:
                                                                                                      		tmp = c / b
                                                                                                      	else:
                                                                                                      		tmp = (2.0 * c) / (-2.0 * b)
                                                                                                      	return tmp
                                                                                                      
                                                                                                      function code(a, b, c)
                                                                                                      	tmp = 0.0
                                                                                                      	if (b >= 0.0)
                                                                                                      		tmp = Float64(c / b);
                                                                                                      	else
                                                                                                      		tmp = Float64(Float64(2.0 * c) / Float64(-2.0 * b));
                                                                                                      	end
                                                                                                      	return tmp
                                                                                                      end
                                                                                                      
                                                                                                      function tmp_2 = code(a, b, c)
                                                                                                      	tmp = 0.0;
                                                                                                      	if (b >= 0.0)
                                                                                                      		tmp = c / b;
                                                                                                      	else
                                                                                                      		tmp = (2.0 * c) / (-2.0 * b);
                                                                                                      	end
                                                                                                      	tmp_2 = tmp;
                                                                                                      end
                                                                                                      
                                                                                                      code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[(c / b), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[(-2.0 * b), $MachinePrecision]), $MachinePrecision]]
                                                                                                      
                                                                                                      \begin{array}{l}
                                                                                                      
                                                                                                      \\
                                                                                                      \begin{array}{l}
                                                                                                      \mathbf{if}\;b \geq 0:\\
                                                                                                      \;\;\;\;\frac{c}{b}\\
                                                                                                      
                                                                                                      \mathbf{else}:\\
                                                                                                      \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\
                                                                                                      
                                                                                                      
                                                                                                      \end{array}
                                                                                                      \end{array}
                                                                                                      
                                                                                                      Derivation
                                                                                                      1. Initial program 72.4%

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

                                                                                                        \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{\left(-b\right) - \color{blue}{b}}{2 \cdot a}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\ \end{array} \]
                                                                                                      4. Step-by-step derivation
                                                                                                        1. Applied rewrites66.7%

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

                                                                                                          \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\ \mathbf{else}:\\ \;\;\;\;\color{blue}{\frac{2 \cdot c}{-2 \cdot b}}\\ \end{array} \]
                                                                                                        3. Step-by-step derivation
                                                                                                          1. Applied rewrites61.2%

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

                                                                                                            \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{-1 \cdot \frac{b}{a} + \frac{c}{b}}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]
                                                                                                          3. Step-by-step derivation
                                                                                                            1. Applied rewrites61.2%

                                                                                                              \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\color{blue}{\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]
                                                                                                            2. Taylor expanded in a around inf

                                                                                                              \[\leadsto \begin{array}{l} \mathbf{if}\;b \geq 0:\\ \;\;\;\;\frac{c}{\color{blue}{b}}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot c}{-2 \cdot b}\\ \end{array} \]
                                                                                                            3. Step-by-step derivation
                                                                                                              1. Applied rewrites35.2%

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

                                                                                                              Reproduce

                                                                                                              ?
                                                                                                              herbie shell --seed 2025019 
                                                                                                              (FPCore (a b c)
                                                                                                                :name "jeff quadratic root 1"
                                                                                                                :precision binary64
                                                                                                                (if (>= b 0.0) (/ (- (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a)) (/ (* 2.0 c) (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))))))