
(FPCore (a b c) :precision binary64 (let* ((t_0 (sqrt (- (* b b) (* (* 4.0 a) c))))) (if (>= b 0.0) (/ (* 2.0 c) (- (- b) t_0)) (/ (+ (- b) t_0) (* 2.0 a)))))
double code(double a, double b, double c) {
double t_0 = sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (2.0 * c) / (-b - t_0);
} else {
tmp = (-b + t_0) / (2.0 * a);
}
return tmp;
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: tmp
t_0 = sqrt(((b * b) - ((4.0d0 * a) * c)))
if (b >= 0.0d0) then
tmp = (2.0d0 * c) / (-b - t_0)
else
tmp = (-b + t_0) / (2.0d0 * a)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double t_0 = Math.sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (2.0 * c) / (-b - t_0);
} else {
tmp = (-b + t_0) / (2.0 * a);
}
return tmp;
}
def code(a, b, c): t_0 = math.sqrt(((b * b) - ((4.0 * a) * c))) tmp = 0 if b >= 0.0: tmp = (2.0 * c) / (-b - t_0) else: tmp = (-b + t_0) / (2.0 * a) return tmp
function code(a, b, c) t_0 = sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c))) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(2.0 * c) / Float64(Float64(-b) - t_0)); else tmp = Float64(Float64(Float64(-b) + t_0) / Float64(2.0 * a)); end return tmp end
function tmp_2 = code(a, b, c) t_0 = sqrt(((b * b) - ((4.0 * a) * c))); tmp = 0.0; if (b >= 0.0) tmp = (2.0 * c) / (-b - t_0); else tmp = (-b + t_0) / (2.0 * a); end tmp_2 = tmp; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) - t$95$0), $MachinePrecision]), $MachinePrecision], N[(N[((-b) + t$95$0), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\\
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) - t\_0}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) + t\_0}{2 \cdot a}\\
\end{array}
\end{array}
Sampling outcomes in binary64 precision:
Herbie found 9 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (a b c) :precision binary64 (let* ((t_0 (sqrt (- (* b b) (* (* 4.0 a) c))))) (if (>= b 0.0) (/ (* 2.0 c) (- (- b) t_0)) (/ (+ (- b) t_0) (* 2.0 a)))))
double code(double a, double b, double c) {
double t_0 = sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (2.0 * c) / (-b - t_0);
} else {
tmp = (-b + t_0) / (2.0 * a);
}
return tmp;
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: tmp
t_0 = sqrt(((b * b) - ((4.0d0 * a) * c)))
if (b >= 0.0d0) then
tmp = (2.0d0 * c) / (-b - t_0)
else
tmp = (-b + t_0) / (2.0d0 * a)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double t_0 = Math.sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (2.0 * c) / (-b - t_0);
} else {
tmp = (-b + t_0) / (2.0 * a);
}
return tmp;
}
def code(a, b, c): t_0 = math.sqrt(((b * b) - ((4.0 * a) * c))) tmp = 0 if b >= 0.0: tmp = (2.0 * c) / (-b - t_0) else: tmp = (-b + t_0) / (2.0 * a) return tmp
function code(a, b, c) t_0 = sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c))) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(2.0 * c) / Float64(Float64(-b) - t_0)); else tmp = Float64(Float64(Float64(-b) + t_0) / Float64(2.0 * a)); end return tmp end
function tmp_2 = code(a, b, c) t_0 = sqrt(((b * b) - ((4.0 * a) * c))); tmp = 0.0; if (b >= 0.0) tmp = (2.0 * c) / (-b - t_0); else tmp = (-b + t_0) / (2.0 * a); end tmp_2 = tmp; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) - t$95$0), $MachinePrecision]), $MachinePrecision], N[(N[((-b) + t$95$0), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\\
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) - t\_0}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) + t\_0}{2 \cdot a}\\
\end{array}
\end{array}
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (fma b b (* (* c a) -4.0)))) (t_1 (/ b (- a))))
(if (<= b -4e+153)
(if (>= b 0.0) t_1 t_1)
(if (<= b 6.2e+135)
(if (>= b 0.0) (/ (* c -2.0) (+ b t_0)) (/ (* 0.5 (- t_0 b)) a))
(if (>= b 0.0) (/ (* 2.0 c) (* b -2.0)) (* (/ 0.5 a) (* b -2.0)))))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma(b, b, ((c * a) * -4.0)));
double t_1 = b / -a;
double tmp_1;
if (b <= -4e+153) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = t_1;
}
tmp_1 = tmp_2;
} else if (b <= 6.2e+135) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (c * -2.0) / (b + t_0);
} else {
tmp_3 = (0.5 * (t_0 - b)) / a;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (2.0 * c) / (b * -2.0);
} else {
tmp_1 = (0.5 / a) * (b * -2.0);
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(fma(b, b, Float64(Float64(c * a) * -4.0))) t_1 = Float64(b / Float64(-a)) tmp_1 = 0.0 if (b <= -4e+153) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_1; else tmp_2 = t_1; end tmp_1 = tmp_2; elseif (b <= 6.2e+135) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(c * -2.0) / Float64(b + t_0)); else tmp_3 = Float64(Float64(0.5 * Float64(t_0 - b)) / a); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * c) / Float64(b * -2.0)); else tmp_1 = Float64(Float64(0.5 / a) * Float64(b * -2.0)); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(b * b + N[(N[(c * a), $MachinePrecision] * -4.0), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = N[(b / (-a)), $MachinePrecision]}, If[LessEqual[b, -4e+153], If[GreaterEqual[b, 0.0], t$95$1, t$95$1], If[LessEqual[b, 6.2e+135], If[GreaterEqual[b, 0.0], N[(N[(c * -2.0), $MachinePrecision] / N[(b + t$95$0), $MachinePrecision]), $MachinePrecision], N[(N[(0.5 * N[(t$95$0 - b), $MachinePrecision]), $MachinePrecision] / a), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[(b * -2.0), $MachinePrecision]), $MachinePrecision], N[(N[(0.5 / a), $MachinePrecision] * N[(b * -2.0), $MachinePrecision]), $MachinePrecision]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(b, b, \left(c \cdot a\right) \cdot -4\right)}\\
t_1 := \frac{b}{-a}\\
\mathbf{if}\;b \leq -4 \cdot 10^{+153}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}\\
\mathbf{elif}\;b \leq 6.2 \cdot 10^{+135}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{c \cdot -2}{b + t\_0}\\
\mathbf{else}:\\
\;\;\;\;\frac{0.5 \cdot \left(t\_0 - b\right)}{a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{b \cdot -2}\\
\mathbf{else}:\\
\;\;\;\;\frac{0.5}{a} \cdot \left(b \cdot -2\right)\\
\end{array}
\end{array}
if b < -4e153Initial program 36.5%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f6436.5
Applied rewrites36.5%
Taylor expanded in b around -inf
*-commutativeN/A
lower-*.f6495.6
Applied rewrites95.6%
Taylor expanded in b around -inf
mul-1-negN/A
distribute-neg-frac2N/A
mul-1-negN/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6495.6
Applied rewrites95.6%
Taylor expanded in b around -inf
mul-1-negN/A
distribute-neg-frac2N/A
mul-1-negN/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6495.6
Applied rewrites95.6%
if -4e153 < b < 6.20000000000000044e135Initial program 85.3%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f6464.9
Applied rewrites64.9%
Taylor expanded in b around 0
lower->=.f64N/A
associate-*r/N/A
lower-/.f64N/A
lower-*.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
cancel-sign-sub-invN/A
unpow2N/A
metadata-evalN/A
lower-fma.f64N/A
*-commutativeN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
Applied rewrites85.3%
if 6.20000000000000044e135 < b Initial program 48.5%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f6498.1
Applied rewrites98.1%
Taylor expanded in b around -inf
*-commutativeN/A
lower-*.f6498.1
Applied rewrites98.1%
lift-/.f64N/A
clear-numN/A
associate-/r/N/A
lower-*.f64N/A
lift-*.f64N/A
associate-/r*N/A
metadata-evalN/A
lower-/.f6498.1
Applied rewrites98.1%
Final simplification89.5%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (* (* c a) -4.0))) (t_1 (/ (* 2.0 c) (* b -2.0))))
(if (<= b -6.6e-24)
(if (>= b 0.0)
(/ (* 2.0 c) (- (- b) (sqrt (* b b))))
(* b (+ (/ c (* b b)) (/ -1.0 a))))
(if (<= b -1.3e-247)
(if (>= b 0.0) t_1 (/ (- t_0 b) (* 2.0 a)))
(if (<= b 2.8e-94)
(if (>= b 0.0) (/ (* 2.0 c) (- (- b) t_0)) (/ (- (- b) b) (* 2.0 a)))
(if (>= b 0.0) t_1 (* (/ 0.5 a) (* b -2.0))))))))
double code(double a, double b, double c) {
double t_0 = sqrt(((c * a) * -4.0));
double t_1 = (2.0 * c) / (b * -2.0);
double tmp_1;
if (b <= -6.6e-24) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (2.0 * c) / (-b - sqrt((b * b)));
} else {
tmp_2 = b * ((c / (b * b)) + (-1.0 / a));
}
tmp_1 = tmp_2;
} else if (b <= -1.3e-247) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_1;
} else {
tmp_3 = (t_0 - b) / (2.0 * a);
}
tmp_1 = tmp_3;
} else if (b <= 2.8e-94) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = (2.0 * c) / (-b - t_0);
} else {
tmp_4 = (-b - b) / (2.0 * a);
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = t_1;
} else {
tmp_1 = (0.5 / a) * (b * -2.0);
}
return tmp_1;
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: t_1
real(8) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
real(8) :: tmp_3
real(8) :: tmp_4
t_0 = sqrt(((c * a) * (-4.0d0)))
t_1 = (2.0d0 * c) / (b * (-2.0d0))
if (b <= (-6.6d-24)) then
if (b >= 0.0d0) then
tmp_2 = (2.0d0 * c) / (-b - sqrt((b * b)))
else
tmp_2 = b * ((c / (b * b)) + ((-1.0d0) / a))
end if
tmp_1 = tmp_2
else if (b <= (-1.3d-247)) then
if (b >= 0.0d0) then
tmp_3 = t_1
else
tmp_3 = (t_0 - b) / (2.0d0 * a)
end if
tmp_1 = tmp_3
else if (b <= 2.8d-94) then
if (b >= 0.0d0) then
tmp_4 = (2.0d0 * c) / (-b - t_0)
else
tmp_4 = (-b - b) / (2.0d0 * a)
end if
tmp_1 = tmp_4
else if (b >= 0.0d0) then
tmp_1 = t_1
else
tmp_1 = (0.5d0 / a) * (b * (-2.0d0))
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double t_0 = Math.sqrt(((c * a) * -4.0));
double t_1 = (2.0 * c) / (b * -2.0);
double tmp_1;
if (b <= -6.6e-24) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (2.0 * c) / (-b - Math.sqrt((b * b)));
} else {
tmp_2 = b * ((c / (b * b)) + (-1.0 / a));
}
tmp_1 = tmp_2;
} else if (b <= -1.3e-247) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_1;
} else {
tmp_3 = (t_0 - b) / (2.0 * a);
}
tmp_1 = tmp_3;
} else if (b <= 2.8e-94) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = (2.0 * c) / (-b - t_0);
} else {
tmp_4 = (-b - b) / (2.0 * a);
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = t_1;
} else {
tmp_1 = (0.5 / a) * (b * -2.0);
}
return tmp_1;
}
def code(a, b, c): t_0 = math.sqrt(((c * a) * -4.0)) t_1 = (2.0 * c) / (b * -2.0) tmp_1 = 0 if b <= -6.6e-24: tmp_2 = 0 if b >= 0.0: tmp_2 = (2.0 * c) / (-b - math.sqrt((b * b))) else: tmp_2 = b * ((c / (b * b)) + (-1.0 / a)) tmp_1 = tmp_2 elif b <= -1.3e-247: tmp_3 = 0 if b >= 0.0: tmp_3 = t_1 else: tmp_3 = (t_0 - b) / (2.0 * a) tmp_1 = tmp_3 elif b <= 2.8e-94: tmp_4 = 0 if b >= 0.0: tmp_4 = (2.0 * c) / (-b - t_0) else: tmp_4 = (-b - b) / (2.0 * a) tmp_1 = tmp_4 elif b >= 0.0: tmp_1 = t_1 else: tmp_1 = (0.5 / a) * (b * -2.0) return tmp_1
function code(a, b, c) t_0 = sqrt(Float64(Float64(c * a) * -4.0)) t_1 = Float64(Float64(2.0 * c) / Float64(b * -2.0)) tmp_1 = 0.0 if (b <= -6.6e-24) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(2.0 * c) / Float64(Float64(-b) - sqrt(Float64(b * b)))); else tmp_2 = Float64(b * Float64(Float64(c / Float64(b * b)) + Float64(-1.0 / a))); end tmp_1 = tmp_2; elseif (b <= -1.3e-247) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = t_1; else tmp_3 = Float64(Float64(t_0 - b) / Float64(2.0 * a)); end tmp_1 = tmp_3; elseif (b <= 2.8e-94) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(Float64(2.0 * c) / Float64(Float64(-b) - t_0)); else tmp_4 = Float64(Float64(Float64(-b) - b) / Float64(2.0 * a)); end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = t_1; else tmp_1 = Float64(Float64(0.5 / a) * Float64(b * -2.0)); end return tmp_1 end
function tmp_6 = code(a, b, c) t_0 = sqrt(((c * a) * -4.0)); t_1 = (2.0 * c) / (b * -2.0); tmp_2 = 0.0; if (b <= -6.6e-24) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = (2.0 * c) / (-b - sqrt((b * b))); else tmp_3 = b * ((c / (b * b)) + (-1.0 / a)); end tmp_2 = tmp_3; elseif (b <= -1.3e-247) tmp_4 = 0.0; if (b >= 0.0) tmp_4 = t_1; else tmp_4 = (t_0 - b) / (2.0 * a); end tmp_2 = tmp_4; elseif (b <= 2.8e-94) tmp_5 = 0.0; if (b >= 0.0) tmp_5 = (2.0 * c) / (-b - t_0); else tmp_5 = (-b - b) / (2.0 * a); end tmp_2 = tmp_5; elseif (b >= 0.0) tmp_2 = t_1; else tmp_2 = (0.5 / a) * (b * -2.0); end tmp_6 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(c * a), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = N[(N[(2.0 * c), $MachinePrecision] / N[(b * -2.0), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, -6.6e-24], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) - N[Sqrt[N[(b * b), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(b * N[(N[(c / N[(b * b), $MachinePrecision]), $MachinePrecision] + N[(-1.0 / a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, -1.3e-247], If[GreaterEqual[b, 0.0], t$95$1, N[(N[(t$95$0 - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 2.8e-94], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) - t$95$0), $MachinePrecision]), $MachinePrecision], N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], t$95$1, N[(N[(0.5 / a), $MachinePrecision] * N[(b * -2.0), $MachinePrecision]), $MachinePrecision]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\left(c \cdot a\right) \cdot -4}\\
t_1 := \frac{2 \cdot c}{b \cdot -2}\\
\mathbf{if}\;b \leq -6.6 \cdot 10^{-24}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b}}\\
\mathbf{else}:\\
\;\;\;\;b \cdot \left(\frac{c}{b \cdot b} + \frac{-1}{a}\right)\\
\end{array}\\
\mathbf{elif}\;b \leq -1.3 \cdot 10^{-247}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0 - b}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \leq 2.8 \cdot 10^{-94}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) - t\_0}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;\frac{0.5}{a} \cdot \left(b \cdot -2\right)\\
\end{array}
\end{array}
if b < -6.59999999999999968e-24Initial program 62.1%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-*.f64N/A
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f6487.9
Applied rewrites87.9%
Taylor expanded in b around inf
unpow2N/A
lower-*.f6487.9
Applied rewrites87.9%
if -6.59999999999999968e-24 < b < -1.3e-247Initial program 88.1%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f6488.1
Applied rewrites88.1%
Taylor expanded in b around 0
*-commutativeN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f6467.4
Applied rewrites67.4%
if -1.3e-247 < b < 2.7999999999999998e-94Initial program 78.9%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6478.9
Applied rewrites78.9%
Taylor expanded in b around 0
*-commutativeN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f6472.8
Applied rewrites72.8%
if 2.7999999999999998e-94 < b Initial program 64.5%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f6482.0
Applied rewrites82.0%
Taylor expanded in b around -inf
*-commutativeN/A
lower-*.f6482.0
Applied rewrites82.0%
lift-/.f64N/A
clear-numN/A
associate-/r/N/A
lower-*.f64N/A
lift-*.f64N/A
associate-/r*N/A
metadata-evalN/A
lower-/.f6482.0
Applied rewrites82.0%
Final simplification79.7%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (* 2.0 c) (* b -2.0))))
(if (<= b -6.6e-24)
(if (>= b 0.0)
(/ (* 2.0 c) (- (- b) (sqrt (* b b))))
(* b (+ (/ c (* b b)) (/ -1.0 a))))
(if (<= b -1.3e-247)
(if (>= b 0.0) t_0 (/ (- (sqrt (* (* c a) -4.0)) b) (* 2.0 a)))
(if (<= b 2.8e-94)
(if (>= b 0.0)
(* c (/ 2.0 (- (- b) (sqrt (* a (* c -4.0))))))
(/ (- (- b) b) (* 2.0 a)))
(if (>= b 0.0) t_0 (* (/ 0.5 a) (* b -2.0))))))))
double code(double a, double b, double c) {
double t_0 = (2.0 * c) / (b * -2.0);
double tmp_1;
if (b <= -6.6e-24) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (2.0 * c) / (-b - sqrt((b * b)));
} else {
tmp_2 = b * ((c / (b * b)) + (-1.0 / a));
}
tmp_1 = tmp_2;
} else if (b <= -1.3e-247) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_0;
} else {
tmp_3 = (sqrt(((c * a) * -4.0)) - b) / (2.0 * a);
}
tmp_1 = tmp_3;
} else if (b <= 2.8e-94) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = c * (2.0 / (-b - sqrt((a * (c * -4.0)))));
} else {
tmp_4 = (-b - b) / (2.0 * a);
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = t_0;
} else {
tmp_1 = (0.5 / a) * (b * -2.0);
}
return tmp_1;
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
real(8) :: tmp_3
real(8) :: tmp_4
t_0 = (2.0d0 * c) / (b * (-2.0d0))
if (b <= (-6.6d-24)) then
if (b >= 0.0d0) then
tmp_2 = (2.0d0 * c) / (-b - sqrt((b * b)))
else
tmp_2 = b * ((c / (b * b)) + ((-1.0d0) / a))
end if
tmp_1 = tmp_2
else if (b <= (-1.3d-247)) then
if (b >= 0.0d0) then
tmp_3 = t_0
else
tmp_3 = (sqrt(((c * a) * (-4.0d0))) - b) / (2.0d0 * a)
end if
tmp_1 = tmp_3
else if (b <= 2.8d-94) then
if (b >= 0.0d0) then
tmp_4 = c * (2.0d0 / (-b - sqrt((a * (c * (-4.0d0))))))
else
tmp_4 = (-b - b) / (2.0d0 * a)
end if
tmp_1 = tmp_4
else if (b >= 0.0d0) then
tmp_1 = t_0
else
tmp_1 = (0.5d0 / a) * (b * (-2.0d0))
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double t_0 = (2.0 * c) / (b * -2.0);
double tmp_1;
if (b <= -6.6e-24) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (2.0 * c) / (-b - Math.sqrt((b * b)));
} else {
tmp_2 = b * ((c / (b * b)) + (-1.0 / a));
}
tmp_1 = tmp_2;
} else if (b <= -1.3e-247) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_0;
} else {
tmp_3 = (Math.sqrt(((c * a) * -4.0)) - b) / (2.0 * a);
}
tmp_1 = tmp_3;
} else if (b <= 2.8e-94) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = c * (2.0 / (-b - Math.sqrt((a * (c * -4.0)))));
} else {
tmp_4 = (-b - b) / (2.0 * a);
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = t_0;
} else {
tmp_1 = (0.5 / a) * (b * -2.0);
}
return tmp_1;
}
def code(a, b, c): t_0 = (2.0 * c) / (b * -2.0) tmp_1 = 0 if b <= -6.6e-24: tmp_2 = 0 if b >= 0.0: tmp_2 = (2.0 * c) / (-b - math.sqrt((b * b))) else: tmp_2 = b * ((c / (b * b)) + (-1.0 / a)) tmp_1 = tmp_2 elif b <= -1.3e-247: tmp_3 = 0 if b >= 0.0: tmp_3 = t_0 else: tmp_3 = (math.sqrt(((c * a) * -4.0)) - b) / (2.0 * a) tmp_1 = tmp_3 elif b <= 2.8e-94: tmp_4 = 0 if b >= 0.0: tmp_4 = c * (2.0 / (-b - math.sqrt((a * (c * -4.0))))) else: tmp_4 = (-b - b) / (2.0 * a) tmp_1 = tmp_4 elif b >= 0.0: tmp_1 = t_0 else: tmp_1 = (0.5 / a) * (b * -2.0) return tmp_1
function code(a, b, c) t_0 = Float64(Float64(2.0 * c) / Float64(b * -2.0)) tmp_1 = 0.0 if (b <= -6.6e-24) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(2.0 * c) / Float64(Float64(-b) - sqrt(Float64(b * b)))); else tmp_2 = Float64(b * Float64(Float64(c / Float64(b * b)) + Float64(-1.0 / a))); end tmp_1 = tmp_2; elseif (b <= -1.3e-247) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = t_0; else tmp_3 = Float64(Float64(sqrt(Float64(Float64(c * a) * -4.0)) - b) / Float64(2.0 * a)); end tmp_1 = tmp_3; elseif (b <= 2.8e-94) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(c * Float64(2.0 / Float64(Float64(-b) - sqrt(Float64(a * Float64(c * -4.0)))))); else tmp_4 = Float64(Float64(Float64(-b) - b) / Float64(2.0 * a)); end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = t_0; else tmp_1 = Float64(Float64(0.5 / a) * Float64(b * -2.0)); end return tmp_1 end
function tmp_6 = code(a, b, c) t_0 = (2.0 * c) / (b * -2.0); tmp_2 = 0.0; if (b <= -6.6e-24) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = (2.0 * c) / (-b - sqrt((b * b))); else tmp_3 = b * ((c / (b * b)) + (-1.0 / a)); end tmp_2 = tmp_3; elseif (b <= -1.3e-247) tmp_4 = 0.0; if (b >= 0.0) tmp_4 = t_0; else tmp_4 = (sqrt(((c * a) * -4.0)) - b) / (2.0 * a); end tmp_2 = tmp_4; elseif (b <= 2.8e-94) tmp_5 = 0.0; if (b >= 0.0) tmp_5 = c * (2.0 / (-b - sqrt((a * (c * -4.0))))); else tmp_5 = (-b - b) / (2.0 * a); end tmp_2 = tmp_5; elseif (b >= 0.0) tmp_2 = t_0; else tmp_2 = (0.5 / a) * (b * -2.0); end tmp_6 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(2.0 * c), $MachinePrecision] / N[(b * -2.0), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, -6.6e-24], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) - N[Sqrt[N[(b * b), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(b * N[(N[(c / N[(b * b), $MachinePrecision]), $MachinePrecision] + N[(-1.0 / a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, -1.3e-247], If[GreaterEqual[b, 0.0], t$95$0, N[(N[(N[Sqrt[N[(N[(c * a), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 2.8e-94], If[GreaterEqual[b, 0.0], N[(c * N[(2.0 / N[((-b) - N[Sqrt[N[(a * N[(c * -4.0), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], t$95$0, N[(N[(0.5 / a), $MachinePrecision] * N[(b * -2.0), $MachinePrecision]), $MachinePrecision]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{2 \cdot c}{b \cdot -2}\\
\mathbf{if}\;b \leq -6.6 \cdot 10^{-24}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b}}\\
\mathbf{else}:\\
\;\;\;\;b \cdot \left(\frac{c}{b \cdot b} + \frac{-1}{a}\right)\\
\end{array}\\
\mathbf{elif}\;b \leq -1.3 \cdot 10^{-247}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{\left(c \cdot a\right) \cdot -4} - b}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \leq 2.8 \cdot 10^{-94}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;c \cdot \frac{2}{\left(-b\right) - \sqrt{a \cdot \left(c \cdot -4\right)}}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;\frac{0.5}{a} \cdot \left(b \cdot -2\right)\\
\end{array}
\end{array}
if b < -6.59999999999999968e-24Initial program 62.1%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-*.f64N/A
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f6487.9
Applied rewrites87.9%
Taylor expanded in b around inf
unpow2N/A
lower-*.f6487.9
Applied rewrites87.9%
if -6.59999999999999968e-24 < b < -1.3e-247Initial program 88.1%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f6488.1
Applied rewrites88.1%
Taylor expanded in b around 0
*-commutativeN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f6467.4
Applied rewrites67.4%
if -1.3e-247 < b < 2.7999999999999998e-94Initial program 78.9%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6478.9
Applied rewrites78.9%
Taylor expanded in b around 0
*-commutativeN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f6472.8
Applied rewrites72.8%
lift-/.f64N/A
lift-*.f64N/A
*-commutativeN/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f6472.6
Applied rewrites72.6%
if 2.7999999999999998e-94 < b Initial program 64.5%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f6482.0
Applied rewrites82.0%
Taylor expanded in b around -inf
*-commutativeN/A
lower-*.f6482.0
Applied rewrites82.0%
lift-/.f64N/A
clear-numN/A
associate-/r/N/A
lower-*.f64N/A
lift-*.f64N/A
associate-/r*N/A
metadata-evalN/A
lower-/.f6482.0
Applied rewrites82.0%
Final simplification79.7%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (fma b b (* (* c a) -4.0)))) (t_1 (/ b (- a))))
(if (<= b -4e+153)
(if (>= b 0.0) t_1 t_1)
(if (<= b 6.2e+135)
(if (>= b 0.0) (* c (/ -2.0 (+ b t_0))) (/ (* 0.5 (- t_0 b)) a))
(if (>= b 0.0) (/ (* 2.0 c) (* b -2.0)) (* (/ 0.5 a) (* b -2.0)))))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma(b, b, ((c * a) * -4.0)));
double t_1 = b / -a;
double tmp_1;
if (b <= -4e+153) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = t_1;
}
tmp_1 = tmp_2;
} else if (b <= 6.2e+135) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = c * (-2.0 / (b + t_0));
} else {
tmp_3 = (0.5 * (t_0 - b)) / a;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (2.0 * c) / (b * -2.0);
} else {
tmp_1 = (0.5 / a) * (b * -2.0);
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(fma(b, b, Float64(Float64(c * a) * -4.0))) t_1 = Float64(b / Float64(-a)) tmp_1 = 0.0 if (b <= -4e+153) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_1; else tmp_2 = t_1; end tmp_1 = tmp_2; elseif (b <= 6.2e+135) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(c * Float64(-2.0 / Float64(b + t_0))); else tmp_3 = Float64(Float64(0.5 * Float64(t_0 - b)) / a); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * c) / Float64(b * -2.0)); else tmp_1 = Float64(Float64(0.5 / a) * Float64(b * -2.0)); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(b * b + N[(N[(c * a), $MachinePrecision] * -4.0), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = N[(b / (-a)), $MachinePrecision]}, If[LessEqual[b, -4e+153], If[GreaterEqual[b, 0.0], t$95$1, t$95$1], If[LessEqual[b, 6.2e+135], If[GreaterEqual[b, 0.0], N[(c * N[(-2.0 / N[(b + t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(0.5 * N[(t$95$0 - b), $MachinePrecision]), $MachinePrecision] / a), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[(b * -2.0), $MachinePrecision]), $MachinePrecision], N[(N[(0.5 / a), $MachinePrecision] * N[(b * -2.0), $MachinePrecision]), $MachinePrecision]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(b, b, \left(c \cdot a\right) \cdot -4\right)}\\
t_1 := \frac{b}{-a}\\
\mathbf{if}\;b \leq -4 \cdot 10^{+153}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}\\
\mathbf{elif}\;b \leq 6.2 \cdot 10^{+135}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;c \cdot \frac{-2}{b + t\_0}\\
\mathbf{else}:\\
\;\;\;\;\frac{0.5 \cdot \left(t\_0 - b\right)}{a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{b \cdot -2}\\
\mathbf{else}:\\
\;\;\;\;\frac{0.5}{a} \cdot \left(b \cdot -2\right)\\
\end{array}
\end{array}
if b < -4e153Initial program 36.5%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f6436.5
Applied rewrites36.5%
Taylor expanded in b around -inf
*-commutativeN/A
lower-*.f6495.6
Applied rewrites95.6%
Taylor expanded in b around -inf
mul-1-negN/A
distribute-neg-frac2N/A
mul-1-negN/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6495.6
Applied rewrites95.6%
Taylor expanded in b around -inf
mul-1-negN/A
distribute-neg-frac2N/A
mul-1-negN/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6495.6
Applied rewrites95.6%
if -4e153 < b < 6.20000000000000044e135Initial program 85.3%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f6464.9
Applied rewrites64.9%
Taylor expanded in b around 0
lower->=.f64N/A
associate-*r/N/A
lower-/.f64N/A
lower-*.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
cancel-sign-sub-invN/A
unpow2N/A
metadata-evalN/A
lower-fma.f64N/A
*-commutativeN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
Applied rewrites85.3%
Applied rewrites85.2%
if 6.20000000000000044e135 < b Initial program 48.5%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f6498.1
Applied rewrites98.1%
Taylor expanded in b around -inf
*-commutativeN/A
lower-*.f6498.1
Applied rewrites98.1%
lift-/.f64N/A
clear-numN/A
associate-/r/N/A
lower-*.f64N/A
lift-*.f64N/A
associate-/r*N/A
metadata-evalN/A
lower-/.f6498.1
Applied rewrites98.1%
Final simplification89.4%
(FPCore (a b c)
:precision binary64
(if (<= b 2.8e-94)
(if (>= b 0.0)
(* c (/ 2.0 (- (- b) (sqrt (* a (* c -4.0))))))
(/ (- (- b) b) (* 2.0 a)))
(if (>= b 0.0) (/ (* 2.0 c) (* b -2.0)) (* (/ 0.5 a) (* b -2.0)))))
double code(double a, double b, double c) {
double tmp_1;
if (b <= 2.8e-94) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = c * (2.0 / (-b - sqrt((a * (c * -4.0)))));
} else {
tmp_2 = (-b - b) / (2.0 * a);
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (2.0 * c) / (b * -2.0);
} else {
tmp_1 = (0.5 / a) * (b * -2.0);
}
return tmp_1;
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
if (b <= 2.8d-94) then
if (b >= 0.0d0) then
tmp_2 = c * (2.0d0 / (-b - sqrt((a * (c * (-4.0d0))))))
else
tmp_2 = (-b - b) / (2.0d0 * a)
end if
tmp_1 = tmp_2
else if (b >= 0.0d0) then
tmp_1 = (2.0d0 * c) / (b * (-2.0d0))
else
tmp_1 = (0.5d0 / a) * (b * (-2.0d0))
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double tmp_1;
if (b <= 2.8e-94) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = c * (2.0 / (-b - Math.sqrt((a * (c * -4.0)))));
} else {
tmp_2 = (-b - b) / (2.0 * a);
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (2.0 * c) / (b * -2.0);
} else {
tmp_1 = (0.5 / a) * (b * -2.0);
}
return tmp_1;
}
def code(a, b, c): tmp_1 = 0 if b <= 2.8e-94: tmp_2 = 0 if b >= 0.0: tmp_2 = c * (2.0 / (-b - math.sqrt((a * (c * -4.0))))) else: tmp_2 = (-b - b) / (2.0 * a) tmp_1 = tmp_2 elif b >= 0.0: tmp_1 = (2.0 * c) / (b * -2.0) else: tmp_1 = (0.5 / a) * (b * -2.0) return tmp_1
function code(a, b, c) tmp_1 = 0.0 if (b <= 2.8e-94) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(c * Float64(2.0 / Float64(Float64(-b) - sqrt(Float64(a * Float64(c * -4.0)))))); else tmp_2 = Float64(Float64(Float64(-b) - b) / Float64(2.0 * a)); end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * c) / Float64(b * -2.0)); else tmp_1 = Float64(Float64(0.5 / a) * Float64(b * -2.0)); end return tmp_1 end
function tmp_4 = code(a, b, c) tmp_2 = 0.0; if (b <= 2.8e-94) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = c * (2.0 / (-b - sqrt((a * (c * -4.0))))); else tmp_3 = (-b - b) / (2.0 * a); end tmp_2 = tmp_3; elseif (b >= 0.0) tmp_2 = (2.0 * c) / (b * -2.0); else tmp_2 = (0.5 / a) * (b * -2.0); end tmp_4 = tmp_2; end
code[a_, b_, c_] := If[LessEqual[b, 2.8e-94], If[GreaterEqual[b, 0.0], N[(c * N[(2.0 / N[((-b) - N[Sqrt[N[(a * N[(c * -4.0), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[(b * -2.0), $MachinePrecision]), $MachinePrecision], N[(N[(0.5 / a), $MachinePrecision] * N[(b * -2.0), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq 2.8 \cdot 10^{-94}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;c \cdot \frac{2}{\left(-b\right) - \sqrt{a \cdot \left(c \cdot -4\right)}}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{b \cdot -2}\\
\mathbf{else}:\\
\;\;\;\;\frac{0.5}{a} \cdot \left(b \cdot -2\right)\\
\end{array}
\end{array}
if b < 2.7999999999999998e-94Initial program 73.6%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6468.5
Applied rewrites68.5%
Taylor expanded in b around 0
*-commutativeN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f6467.1
Applied rewrites67.1%
lift-/.f64N/A
lift-*.f64N/A
*-commutativeN/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f6467.1
Applied rewrites67.1%
if 2.7999999999999998e-94 < b Initial program 64.5%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f6482.0
Applied rewrites82.0%
Taylor expanded in b around -inf
*-commutativeN/A
lower-*.f6482.0
Applied rewrites82.0%
lift-/.f64N/A
clear-numN/A
associate-/r/N/A
lower-*.f64N/A
lift-*.f64N/A
associate-/r*N/A
metadata-evalN/A
lower-/.f6482.0
Applied rewrites82.0%
Final simplification72.5%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (/ (* 2.0 c) (* 2.0 (fma a (/ c b) (- b)))) (/ (- (- b) b) (* 2.0 a))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (2.0 * c) / (2.0 * fma(a, (c / b), -b));
} else {
tmp = (-b - b) / (2.0 * a);
}
return tmp;
}
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(2.0 * c) / Float64(2.0 * fma(a, Float64(c / b), Float64(-b)))); else tmp = Float64(Float64(Float64(-b) - b) / Float64(2.0 * a)); end return tmp end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[(2.0 * N[(a * N[(c / b), $MachinePrecision] + (-b)), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{2 \cdot \mathsf{fma}\left(a, \frac{c}{b}, -b\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\
\end{array}
\end{array}
Initial program 70.3%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6467.0
Applied rewrites67.0%
Taylor expanded in a around 0
distribute-lft-out--N/A
lower-*.f64N/A
sub-negN/A
associate-/l*N/A
lower-fma.f64N/A
lower-/.f64N/A
lower-neg.f6463.4
Applied rewrites63.4%
Final simplification63.4%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (/ (* 2.0 c) (* b -2.0)) (/ (* b -2.0) (* 2.0 a))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (2.0 * c) / (b * -2.0);
} else {
tmp = (b * -2.0) / (2.0 * a);
}
return tmp;
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: tmp
if (b >= 0.0d0) then
tmp = (2.0d0 * c) / (b * (-2.0d0))
else
tmp = (b * (-2.0d0)) / (2.0d0 * a)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (2.0 * c) / (b * -2.0);
} else {
tmp = (b * -2.0) / (2.0 * a);
}
return tmp;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = (2.0 * c) / (b * -2.0) else: tmp = (b * -2.0) / (2.0 * a) return tmp
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(2.0 * c) / Float64(b * -2.0)); else tmp = Float64(Float64(b * -2.0) / Float64(2.0 * a)); end return tmp end
function tmp_2 = code(a, b, c) tmp = 0.0; if (b >= 0.0) tmp = (2.0 * c) / (b * -2.0); else tmp = (b * -2.0) / (2.0 * a); end tmp_2 = tmp; end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[(b * -2.0), $MachinePrecision]), $MachinePrecision], N[(N[(b * -2.0), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{b \cdot -2}\\
\mathbf{else}:\\
\;\;\;\;\frac{b \cdot -2}{2 \cdot a}\\
\end{array}
\end{array}
Initial program 70.3%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f6466.6
Applied rewrites66.6%
Taylor expanded in b around -inf
*-commutativeN/A
lower-*.f6463.4
Applied rewrites63.4%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (* c (/ 2.0 (* b -2.0))) (/ (* b -2.0) (* 2.0 a))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = c * (2.0 / (b * -2.0));
} else {
tmp = (b * -2.0) / (2.0 * a);
}
return tmp;
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: tmp
if (b >= 0.0d0) then
tmp = c * (2.0d0 / (b * (-2.0d0)))
else
tmp = (b * (-2.0d0)) / (2.0d0 * a)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = c * (2.0 / (b * -2.0));
} else {
tmp = (b * -2.0) / (2.0 * a);
}
return tmp;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = c * (2.0 / (b * -2.0)) else: tmp = (b * -2.0) / (2.0 * a) return tmp
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(c * Float64(2.0 / Float64(b * -2.0))); else tmp = Float64(Float64(b * -2.0) / Float64(2.0 * a)); end return tmp end
function tmp_2 = code(a, b, c) tmp = 0.0; if (b >= 0.0) tmp = c * (2.0 / (b * -2.0)); else tmp = (b * -2.0) / (2.0 * a); end tmp_2 = tmp; end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[(c * N[(2.0 / N[(b * -2.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(b * -2.0), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;c \cdot \frac{2}{b \cdot -2}\\
\mathbf{else}:\\
\;\;\;\;\frac{b \cdot -2}{2 \cdot a}\\
\end{array}
\end{array}
Initial program 70.3%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f6466.6
Applied rewrites66.6%
Taylor expanded in b around -inf
*-commutativeN/A
lower-*.f6463.4
Applied rewrites63.4%
lift-/.f64N/A
lift-*.f64N/A
*-commutativeN/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f6463.3
Applied rewrites63.3%
(FPCore (a b c) :precision binary64 (let* ((t_0 (/ b (- a)))) (if (>= b 0.0) t_0 t_0)))
double code(double a, double b, double c) {
double t_0 = b / -a;
double tmp;
if (b >= 0.0) {
tmp = t_0;
} else {
tmp = t_0;
}
return tmp;
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: tmp
t_0 = b / -a
if (b >= 0.0d0) then
tmp = t_0
else
tmp = t_0
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double t_0 = b / -a;
double tmp;
if (b >= 0.0) {
tmp = t_0;
} else {
tmp = t_0;
}
return tmp;
}
def code(a, b, c): t_0 = b / -a tmp = 0 if b >= 0.0: tmp = t_0 else: tmp = t_0 return tmp
function code(a, b, c) t_0 = Float64(b / Float64(-a)) tmp = 0.0 if (b >= 0.0) tmp = t_0; else tmp = t_0; end return tmp end
function tmp_2 = code(a, b, c) t_0 = b / -a; tmp = 0.0; if (b >= 0.0) tmp = t_0; else tmp = t_0; end tmp_2 = tmp; end
code[a_, b_, c_] := Block[{t$95$0 = N[(b / (-a)), $MachinePrecision]}, If[GreaterEqual[b, 0.0], t$95$0, t$95$0]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{b}{-a}\\
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
Initial program 70.3%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f6466.6
Applied rewrites66.6%
Taylor expanded in b around -inf
*-commutativeN/A
lower-*.f6463.4
Applied rewrites63.4%
Taylor expanded in b around -inf
mul-1-negN/A
distribute-neg-frac2N/A
mul-1-negN/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6433.5
Applied rewrites33.5%
Taylor expanded in b around -inf
mul-1-negN/A
distribute-neg-frac2N/A
mul-1-negN/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6433.5
Applied rewrites33.5%
herbie shell --seed 2024221
(FPCore (a b c)
:name "jeff quadratic root 2"
:precision binary64
(if (>= b 0.0) (/ (* 2.0 c) (- (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))) (/ (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a))))