
(FPCore (a b c) :precision binary64 (let* ((t_0 (sqrt (- (* b b) (* (* 4.0 a) c))))) (if (>= b 0.0) (/ (- (- b) t_0) (* 2.0 a)) (/ (* 2.0 c) (+ (- b) t_0)))))
double code(double a, double b, double c) {
double t_0 = sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (-b - t_0) / (2.0 * a);
} else {
tmp = (2.0 * c) / (-b + t_0);
}
return tmp;
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: tmp
t_0 = sqrt(((b * b) - ((4.0d0 * a) * c)))
if (b >= 0.0d0) then
tmp = (-b - t_0) / (2.0d0 * a)
else
tmp = (2.0d0 * c) / (-b + t_0)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double t_0 = Math.sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (-b - t_0) / (2.0 * a);
} else {
tmp = (2.0 * c) / (-b + t_0);
}
return tmp;
}
def code(a, b, c): t_0 = math.sqrt(((b * b) - ((4.0 * a) * c))) tmp = 0 if b >= 0.0: tmp = (-b - t_0) / (2.0 * a) else: tmp = (2.0 * c) / (-b + t_0) return tmp
function code(a, b, c) t_0 = sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c))) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(Float64(-b) - t_0) / Float64(2.0 * a)); else tmp = Float64(Float64(2.0 * c) / Float64(Float64(-b) + t_0)); end return tmp end
function tmp_2 = code(a, b, c) t_0 = sqrt(((b * b) - ((4.0 * a) * c))); tmp = 0.0; if (b >= 0.0) tmp = (-b - t_0) / (2.0 * a); else tmp = (2.0 * c) / (-b + t_0); end tmp_2 = tmp; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[GreaterEqual[b, 0.0], N[(N[((-b) - t$95$0), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) + t$95$0), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\\
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-b\right) - t\_0}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) + t\_0}\\
\end{array}
\end{array}
Sampling outcomes in binary64 precision:
Herbie found 6 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (a b c) :precision binary64 (let* ((t_0 (sqrt (- (* b b) (* (* 4.0 a) c))))) (if (>= b 0.0) (/ (- (- b) t_0) (* 2.0 a)) (/ (* 2.0 c) (+ (- b) t_0)))))
double code(double a, double b, double c) {
double t_0 = sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (-b - t_0) / (2.0 * a);
} else {
tmp = (2.0 * c) / (-b + t_0);
}
return tmp;
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: tmp
t_0 = sqrt(((b * b) - ((4.0d0 * a) * c)))
if (b >= 0.0d0) then
tmp = (-b - t_0) / (2.0d0 * a)
else
tmp = (2.0d0 * c) / (-b + t_0)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double t_0 = Math.sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (-b - t_0) / (2.0 * a);
} else {
tmp = (2.0 * c) / (-b + t_0);
}
return tmp;
}
def code(a, b, c): t_0 = math.sqrt(((b * b) - ((4.0 * a) * c))) tmp = 0 if b >= 0.0: tmp = (-b - t_0) / (2.0 * a) else: tmp = (2.0 * c) / (-b + t_0) return tmp
function code(a, b, c) t_0 = sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c))) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(Float64(-b) - t_0) / Float64(2.0 * a)); else tmp = Float64(Float64(2.0 * c) / Float64(Float64(-b) + t_0)); end return tmp end
function tmp_2 = code(a, b, c) t_0 = sqrt(((b * b) - ((4.0 * a) * c))); tmp = 0.0; if (b >= 0.0) tmp = (-b - t_0) / (2.0 * a); else tmp = (2.0 * c) / (-b + t_0); end tmp_2 = tmp; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[GreaterEqual[b, 0.0], N[(N[((-b) - t$95$0), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) + t$95$0), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\\
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-b\right) - t\_0}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) + t\_0}\\
\end{array}
\end{array}
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (* -2.0 b) (* 2.0 a))))
(if (<= b -8e+153)
(if (>= b 0.0) t_0 (/ c (- b)))
(if (<= b -6.5e-182)
(if (>= b 0.0)
t_0
(/ (* 2.0 c) (- (sqrt (fma a (* -4.0 c) (* b b))) b)))
(if (<= b 1.75e+39)
(* -0.5 (/ (+ (sqrt (fma (* c a) -4.0 (* b b))) b) a))
(if (>= b 0.0) (- (/ c b) (/ b a)) (/ (* 2.0 c) (- (- b) b))))))))
double code(double a, double b, double c) {
double t_0 = (-2.0 * b) / (2.0 * a);
double tmp_1;
if (b <= -8e+153) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_0;
} else {
tmp_2 = c / -b;
}
tmp_1 = tmp_2;
} else if (b <= -6.5e-182) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_0;
} else {
tmp_3 = (2.0 * c) / (sqrt(fma(a, (-4.0 * c), (b * b))) - b);
}
tmp_1 = tmp_3;
} else if (b <= 1.75e+39) {
tmp_1 = -0.5 * ((sqrt(fma((c * a), -4.0, (b * b))) + b) / a);
} else if (b >= 0.0) {
tmp_1 = (c / b) - (b / a);
} else {
tmp_1 = (2.0 * c) / (-b - b);
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(-2.0 * b) / Float64(2.0 * a)) tmp_1 = 0.0 if (b <= -8e+153) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_0; else tmp_2 = Float64(c / Float64(-b)); end tmp_1 = tmp_2; elseif (b <= -6.5e-182) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = t_0; else tmp_3 = Float64(Float64(2.0 * c) / Float64(sqrt(fma(a, Float64(-4.0 * c), Float64(b * b))) - b)); end tmp_1 = tmp_3; elseif (b <= 1.75e+39) tmp_1 = Float64(-0.5 * Float64(Float64(sqrt(fma(Float64(c * a), -4.0, Float64(b * b))) + b) / a)); elseif (b >= 0.0) tmp_1 = Float64(Float64(c / b) - Float64(b / a)); else tmp_1 = Float64(Float64(2.0 * c) / Float64(Float64(-b) - b)); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(-2.0 * b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, -8e+153], If[GreaterEqual[b, 0.0], t$95$0, N[(c / (-b)), $MachinePrecision]], If[LessEqual[b, -6.5e-182], If[GreaterEqual[b, 0.0], t$95$0, N[(N[(2.0 * c), $MachinePrecision] / N[(N[Sqrt[N[(a * N[(-4.0 * c), $MachinePrecision] + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 1.75e+39], N[(-0.5 * N[(N[(N[Sqrt[N[(N[(c * a), $MachinePrecision] * -4.0 + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] + b), $MachinePrecision] / a), $MachinePrecision]), $MachinePrecision], If[GreaterEqual[b, 0.0], N[(N[(c / b), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) - b), $MachinePrecision]), $MachinePrecision]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{-2 \cdot b}{2 \cdot a}\\
\mathbf{if}\;b \leq -8 \cdot 10^{+153}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{-b}\\
\end{array}\\
\mathbf{elif}\;b \leq -6.5 \cdot 10^{-182}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\sqrt{\mathsf{fma}\left(a, -4 \cdot c, b \cdot b\right)} - b}\\
\end{array}\\
\mathbf{elif}\;b \leq 1.75 \cdot 10^{+39}:\\
\;\;\;\;-0.5 \cdot \frac{\sqrt{\mathsf{fma}\left(c \cdot a, -4, b \cdot b\right)} + b}{a}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c}{b} - \frac{b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) - b}\\
\end{array}
\end{array}
if b < -8e153Initial program 35.0%
Applied rewrites35.3%
Taylor expanded in a around 0
lower-*.f6435.3
Applied rewrites35.3%
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.f6498.6
Applied rewrites98.6%
if -8e153 < b < -6.49999999999999997e-182Initial program 90.8%
Applied rewrites90.5%
Taylor expanded in a around 0
lower-*.f6490.5
Applied rewrites90.5%
lift-*.f64N/A
lift-/.f64N/A
associate-*r/N/A
*-commutativeN/A
lift-neg.f64N/A
lower-/.f64N/A
distribute-rgt-neg-outN/A
distribute-lft-neg-inN/A
metadata-evalN/A
lift-*.f6490.8
lift-fma.f64N/A
*-commutativeN/A
lower-fma.f6490.8
Applied rewrites90.8%
if -6.49999999999999997e-182 < b < 1.7500000000000001e39Initial program 85.9%
Applied rewrites85.9%
lift-*.f64N/A
lift-/.f64N/A
associate-*r/N/A
lift--.f64N/A
flip--N/A
associate-/r/N/A
lower-*.f64N/A
Applied rewrites85.9%
Taylor expanded in a around 0
lower-/.f6486.0
Applied rewrites86.0%
Taylor expanded in a around 0
+-commutativeN/A
metadata-evalN/A
cancel-sign-sub-invN/A
if-sameN/A
*-commutativeN/A
Applied rewrites86.0%
if 1.7500000000000001e39 < b Initial program 63.1%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f64N/A
lower--.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f64N/A
lower-/.f6497.3
Applied rewrites97.3%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6497.3
Applied rewrites97.3%
Taylor expanded in a around inf
Applied rewrites97.5%
Final simplification92.5%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (- (* b b) (* (* a 4.0) c)))))
(if (<= b -8e+153)
(if (>= b 0.0) (/ (* -2.0 b) (* 2.0 a)) (/ c (- b)))
(if (<= b 1.75e+39)
(if (>= b 0.0) (/ (+ t_0 b) (* (- a) 2.0)) (/ (* 2.0 c) (- t_0 b)))
(if (>= b 0.0) (- (/ c b) (/ b a)) (/ (* 2.0 c) (- (- b) b)))))))
double code(double a, double b, double c) {
double t_0 = sqrt(((b * b) - ((a * 4.0) * c)));
double tmp_1;
if (b <= -8e+153) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (-2.0 * b) / (2.0 * a);
} else {
tmp_2 = c / -b;
}
tmp_1 = tmp_2;
} else if (b <= 1.75e+39) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (t_0 + b) / (-a * 2.0);
} else {
tmp_3 = (2.0 * c) / (t_0 - b);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (c / b) - (b / a);
} else {
tmp_1 = (2.0 * c) / (-b - b);
}
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
t_0 = sqrt(((b * b) - ((a * 4.0d0) * c)))
if (b <= (-8d+153)) then
if (b >= 0.0d0) then
tmp_2 = ((-2.0d0) * b) / (2.0d0 * a)
else
tmp_2 = c / -b
end if
tmp_1 = tmp_2
else if (b <= 1.75d+39) then
if (b >= 0.0d0) then
tmp_3 = (t_0 + b) / (-a * 2.0d0)
else
tmp_3 = (2.0d0 * c) / (t_0 - b)
end if
tmp_1 = tmp_3
else if (b >= 0.0d0) then
tmp_1 = (c / b) - (b / a)
else
tmp_1 = (2.0d0 * c) / (-b - b)
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double t_0 = Math.sqrt(((b * b) - ((a * 4.0) * c)));
double tmp_1;
if (b <= -8e+153) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (-2.0 * b) / (2.0 * a);
} else {
tmp_2 = c / -b;
}
tmp_1 = tmp_2;
} else if (b <= 1.75e+39) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (t_0 + b) / (-a * 2.0);
} else {
tmp_3 = (2.0 * c) / (t_0 - b);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (c / b) - (b / a);
} else {
tmp_1 = (2.0 * c) / (-b - b);
}
return tmp_1;
}
def code(a, b, c): t_0 = math.sqrt(((b * b) - ((a * 4.0) * c))) tmp_1 = 0 if b <= -8e+153: tmp_2 = 0 if b >= 0.0: tmp_2 = (-2.0 * b) / (2.0 * a) else: tmp_2 = c / -b tmp_1 = tmp_2 elif b <= 1.75e+39: tmp_3 = 0 if b >= 0.0: tmp_3 = (t_0 + b) / (-a * 2.0) else: tmp_3 = (2.0 * c) / (t_0 - b) tmp_1 = tmp_3 elif b >= 0.0: tmp_1 = (c / b) - (b / a) else: tmp_1 = (2.0 * c) / (-b - b) return tmp_1
function code(a, b, c) t_0 = sqrt(Float64(Float64(b * b) - Float64(Float64(a * 4.0) * c))) tmp_1 = 0.0 if (b <= -8e+153) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-2.0 * b) / Float64(2.0 * a)); else tmp_2 = Float64(c / Float64(-b)); end tmp_1 = tmp_2; elseif (b <= 1.75e+39) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(t_0 + b) / Float64(Float64(-a) * 2.0)); else tmp_3 = Float64(Float64(2.0 * c) / Float64(t_0 - b)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(c / b) - Float64(b / a)); else tmp_1 = Float64(Float64(2.0 * c) / Float64(Float64(-b) - b)); end return tmp_1 end
function tmp_5 = code(a, b, c) t_0 = sqrt(((b * b) - ((a * 4.0) * c))); tmp_2 = 0.0; if (b <= -8e+153) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = (-2.0 * b) / (2.0 * a); else tmp_3 = c / -b; end tmp_2 = tmp_3; elseif (b <= 1.75e+39) tmp_4 = 0.0; if (b >= 0.0) tmp_4 = (t_0 + b) / (-a * 2.0); else tmp_4 = (2.0 * c) / (t_0 - b); end tmp_2 = tmp_4; elseif (b >= 0.0) tmp_2 = (c / b) - (b / a); else tmp_2 = (2.0 * c) / (-b - b); end tmp_5 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(a * 4.0), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -8e+153], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(c / (-b)), $MachinePrecision]], If[LessEqual[b, 1.75e+39], If[GreaterEqual[b, 0.0], N[(N[(t$95$0 + b), $MachinePrecision] / N[((-a) * 2.0), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[(t$95$0 - b), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(c / b), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) - b), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{b \cdot b - \left(a \cdot 4\right) \cdot c}\\
\mathbf{if}\;b \leq -8 \cdot 10^{+153}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot b}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{-b}\\
\end{array}\\
\mathbf{elif}\;b \leq 1.75 \cdot 10^{+39}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{t\_0 + b}{\left(-a\right) \cdot 2}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{t\_0 - b}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c}{b} - \frac{b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) - b}\\
\end{array}
\end{array}
if b < -8e153Initial program 35.0%
Applied rewrites35.3%
Taylor expanded in a around 0
lower-*.f6435.3
Applied rewrites35.3%
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.f6498.6
Applied rewrites98.6%
if -8e153 < b < 1.7500000000000001e39Initial program 88.4%
if 1.7500000000000001e39 < b Initial program 63.1%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f64N/A
lower--.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f64N/A
lower-/.f6497.3
Applied rewrites97.3%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6497.3
Applied rewrites97.3%
Taylor expanded in a around inf
Applied rewrites97.5%
Final simplification92.4%
(FPCore (a b c)
:precision binary64
(if (<= b -7.2e+153)
(if (>= b 0.0) (/ (* -2.0 b) (* 2.0 a)) (/ c (- b)))
(if (<= b 1.75e+39)
(if (>= b 0.0)
(/ (+ (sqrt (fma (* c a) -4.0 (* b b))) b) (* (- a) 2.0))
(* (/ -2.0 (- b (sqrt (fma (* -4.0 c) a (* b b))))) c))
(if (>= b 0.0) (- (/ c b) (/ b a)) (/ (* 2.0 c) (- (- b) b))))))
double code(double a, double b, double c) {
double tmp_1;
if (b <= -7.2e+153) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (-2.0 * b) / (2.0 * a);
} else {
tmp_2 = c / -b;
}
tmp_1 = tmp_2;
} else if (b <= 1.75e+39) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (sqrt(fma((c * a), -4.0, (b * b))) + b) / (-a * 2.0);
} else {
tmp_3 = (-2.0 / (b - sqrt(fma((-4.0 * c), a, (b * b))))) * c;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (c / b) - (b / a);
} else {
tmp_1 = (2.0 * c) / (-b - b);
}
return tmp_1;
}
function code(a, b, c) tmp_1 = 0.0 if (b <= -7.2e+153) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-2.0 * b) / Float64(2.0 * a)); else tmp_2 = Float64(c / Float64(-b)); end tmp_1 = tmp_2; elseif (b <= 1.75e+39) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(sqrt(fma(Float64(c * a), -4.0, Float64(b * b))) + b) / Float64(Float64(-a) * 2.0)); else tmp_3 = Float64(Float64(-2.0 / Float64(b - sqrt(fma(Float64(-4.0 * c), a, Float64(b * b))))) * c); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(c / b) - Float64(b / a)); else tmp_1 = Float64(Float64(2.0 * c) / Float64(Float64(-b) - b)); end return tmp_1 end
code[a_, b_, c_] := If[LessEqual[b, -7.2e+153], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(c / (-b)), $MachinePrecision]], If[LessEqual[b, 1.75e+39], If[GreaterEqual[b, 0.0], N[(N[(N[Sqrt[N[(N[(c * a), $MachinePrecision] * -4.0 + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] + b), $MachinePrecision] / N[((-a) * 2.0), $MachinePrecision]), $MachinePrecision], N[(N[(-2.0 / N[(b - N[Sqrt[N[(N[(-4.0 * c), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * c), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(c / b), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) - b), $MachinePrecision]), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq -7.2 \cdot 10^{+153}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot b}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{-b}\\
\end{array}\\
\mathbf{elif}\;b \leq 1.75 \cdot 10^{+39}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\sqrt{\mathsf{fma}\left(c \cdot a, -4, b \cdot b\right)} + b}{\left(-a\right) \cdot 2}\\
\mathbf{else}:\\
\;\;\;\;\frac{-2}{b - \sqrt{\mathsf{fma}\left(-4 \cdot c, a, b \cdot b\right)}} \cdot c\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c}{b} - \frac{b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) - b}\\
\end{array}
\end{array}
if b < -7.2000000000000001e153Initial program 35.0%
Applied rewrites35.3%
Taylor expanded in a around 0
lower-*.f6435.3
Applied rewrites35.3%
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.f6498.6
Applied rewrites98.6%
if -7.2000000000000001e153 < b < 1.7500000000000001e39Initial program 88.4%
Applied rewrites88.3%
lift--.f64N/A
lift-*.f64N/A
cancel-sign-sub-invN/A
lift-*.f64N/A
*-commutativeN/A
distribute-rgt-neg-inN/A
metadata-evalN/A
associate-*r*N/A
lift-*.f64N/A
*-commutativeN/A
+-commutativeN/A
lift-*.f64N/A
associate-*l*N/A
*-commutativeN/A
lower-fma.f64N/A
lower-*.f6488.3
Applied rewrites88.3%
if 1.7500000000000001e39 < b Initial program 63.1%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f64N/A
lower--.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f64N/A
lower-/.f6497.3
Applied rewrites97.3%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6497.3
Applied rewrites97.3%
Taylor expanded in a around inf
Applied rewrites97.5%
Final simplification92.4%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (fma (* -4.0 c) a (* b b)))))
(if (<= b -7.2e+153)
(if (>= b 0.0) (/ (* -2.0 b) (* 2.0 a)) (/ c (- b)))
(if (<= b 1.75e+39)
(if (>= b 0.0) (* (- (- b) t_0) (/ 0.5 a)) (* (/ -2.0 (- b t_0)) c))
(if (>= b 0.0) (- (/ c b) (/ b a)) (/ (* 2.0 c) (- (- b) b)))))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma((-4.0 * c), a, (b * b)));
double tmp_1;
if (b <= -7.2e+153) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (-2.0 * b) / (2.0 * a);
} else {
tmp_2 = c / -b;
}
tmp_1 = tmp_2;
} else if (b <= 1.75e+39) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-b - t_0) * (0.5 / a);
} else {
tmp_3 = (-2.0 / (b - t_0)) * c;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (c / b) - (b / a);
} else {
tmp_1 = (2.0 * c) / (-b - b);
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(fma(Float64(-4.0 * c), a, Float64(b * b))) tmp_1 = 0.0 if (b <= -7.2e+153) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-2.0 * b) / Float64(2.0 * a)); else tmp_2 = Float64(c / Float64(-b)); end tmp_1 = tmp_2; elseif (b <= 1.75e+39) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(Float64(-b) - t_0) * Float64(0.5 / a)); else tmp_3 = Float64(Float64(-2.0 / Float64(b - t_0)) * c); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(c / b) - Float64(b / a)); else tmp_1 = Float64(Float64(2.0 * c) / Float64(Float64(-b) - b)); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(-4.0 * c), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -7.2e+153], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(c / (-b)), $MachinePrecision]], If[LessEqual[b, 1.75e+39], If[GreaterEqual[b, 0.0], N[(N[((-b) - t$95$0), $MachinePrecision] * N[(0.5 / a), $MachinePrecision]), $MachinePrecision], N[(N[(-2.0 / N[(b - t$95$0), $MachinePrecision]), $MachinePrecision] * c), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(c / b), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) - b), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(-4 \cdot c, a, b \cdot b\right)}\\
\mathbf{if}\;b \leq -7.2 \cdot 10^{+153}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot b}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{-b}\\
\end{array}\\
\mathbf{elif}\;b \leq 1.75 \cdot 10^{+39}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\left(\left(-b\right) - t\_0\right) \cdot \frac{0.5}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{-2}{b - t\_0} \cdot c\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c}{b} - \frac{b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) - b}\\
\end{array}
\end{array}
if b < -7.2000000000000001e153Initial program 35.0%
Applied rewrites35.3%
Taylor expanded in a around 0
lower-*.f6435.3
Applied rewrites35.3%
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.f6498.6
Applied rewrites98.6%
if -7.2000000000000001e153 < b < 1.7500000000000001e39Initial program 88.4%
Applied rewrites88.3%
lift-/.f64N/A
clear-numN/A
associate-/r/N/A
lower-*.f64N/A
lift-*.f64N/A
associate-/r*N/A
metadata-evalN/A
lower-/.f6488.2
lift--.f64N/A
sub-negN/A
lift-neg.f64N/A
distribute-neg-outN/A
lift--.f64N/A
lift-*.f64N/A
cancel-sign-sub-invN/A
lift-*.f64N/A
*-commutativeN/A
distribute-rgt-neg-inN/A
metadata-evalN/A
associate-*r*N/A
lift-*.f64N/A
Applied rewrites88.2%
if 1.7500000000000001e39 < b Initial program 63.1%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f64N/A
lower--.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f64N/A
lower-/.f6497.3
Applied rewrites97.3%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6497.3
Applied rewrites97.3%
Taylor expanded in a around inf
Applied rewrites97.5%
Final simplification92.3%
(FPCore (a b c)
:precision binary64
(if (<= b -1.2e-56)
(if (>= b 0.0) (/ (* -2.0 b) (* 2.0 a)) (/ c (- b)))
(if (<= b 1.75e+39)
(* -0.5 (/ (+ (sqrt (fma (* c a) -4.0 (* b b))) b) a))
(if (>= b 0.0) (- (/ c b) (/ b a)) (/ (* 2.0 c) (- (- b) b))))))
double code(double a, double b, double c) {
double tmp_1;
if (b <= -1.2e-56) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (-2.0 * b) / (2.0 * a);
} else {
tmp_2 = c / -b;
}
tmp_1 = tmp_2;
} else if (b <= 1.75e+39) {
tmp_1 = -0.5 * ((sqrt(fma((c * a), -4.0, (b * b))) + b) / a);
} else if (b >= 0.0) {
tmp_1 = (c / b) - (b / a);
} else {
tmp_1 = (2.0 * c) / (-b - b);
}
return tmp_1;
}
function code(a, b, c) tmp_1 = 0.0 if (b <= -1.2e-56) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-2.0 * b) / Float64(2.0 * a)); else tmp_2 = Float64(c / Float64(-b)); end tmp_1 = tmp_2; elseif (b <= 1.75e+39) tmp_1 = Float64(-0.5 * Float64(Float64(sqrt(fma(Float64(c * a), -4.0, Float64(b * b))) + b) / a)); elseif (b >= 0.0) tmp_1 = Float64(Float64(c / b) - Float64(b / a)); else tmp_1 = Float64(Float64(2.0 * c) / Float64(Float64(-b) - b)); end return tmp_1 end
code[a_, b_, c_] := If[LessEqual[b, -1.2e-56], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(c / (-b)), $MachinePrecision]], If[LessEqual[b, 1.75e+39], N[(-0.5 * N[(N[(N[Sqrt[N[(N[(c * a), $MachinePrecision] * -4.0 + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] + b), $MachinePrecision] / a), $MachinePrecision]), $MachinePrecision], If[GreaterEqual[b, 0.0], N[(N[(c / b), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) - b), $MachinePrecision]), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq -1.2 \cdot 10^{-56}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot b}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{-b}\\
\end{array}\\
\mathbf{elif}\;b \leq 1.75 \cdot 10^{+39}:\\
\;\;\;\;-0.5 \cdot \frac{\sqrt{\mathsf{fma}\left(c \cdot a, -4, b \cdot b\right)} + b}{a}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c}{b} - \frac{b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) - b}\\
\end{array}
\end{array}
if b < -1.2e-56Initial program 70.9%
Applied rewrites70.9%
Taylor expanded in a around 0
lower-*.f6470.9
Applied rewrites70.9%
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.f6490.7
Applied rewrites90.7%
if -1.2e-56 < b < 1.7500000000000001e39Initial program 83.5%
Applied rewrites83.5%
lift-*.f64N/A
lift-/.f64N/A
associate-*r/N/A
lift--.f64N/A
flip--N/A
associate-/r/N/A
lower-*.f64N/A
Applied rewrites79.1%
Taylor expanded in a around 0
lower-/.f6479.5
Applied rewrites79.5%
Taylor expanded in a around 0
+-commutativeN/A
metadata-evalN/A
cancel-sign-sub-invN/A
if-sameN/A
*-commutativeN/A
Applied rewrites79.6%
if 1.7500000000000001e39 < b Initial program 63.1%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f64N/A
lower--.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f64N/A
lower-/.f6497.3
Applied rewrites97.3%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6497.3
Applied rewrites97.3%
Taylor expanded in a around inf
Applied rewrites97.5%
Final simplification88.4%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (/ (* -2.0 b) (* 2.0 a)) (/ c (- b))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (-2.0 * b) / (2.0 * a);
} else {
tmp = c / -b;
}
return tmp;
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: tmp
if (b >= 0.0d0) then
tmp = ((-2.0d0) * b) / (2.0d0 * a)
else
tmp = c / -b
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 * b) / (2.0 * a);
} else {
tmp = c / -b;
}
return tmp;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = (-2.0 * b) / (2.0 * a) else: tmp = c / -b return tmp
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(-2.0 * b) / Float64(2.0 * a)); else tmp = Float64(c / Float64(-b)); end return tmp end
function tmp_2 = code(a, b, c) tmp = 0.0; if (b >= 0.0) tmp = (-2.0 * b) / (2.0 * a); else tmp = c / -b; end tmp_2 = tmp; end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[(N[(-2.0 * b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(c / (-b)), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot b}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{-b}\\
\end{array}
\end{array}
Initial program 73.5%
Applied rewrites73.4%
Taylor expanded in a around 0
lower-*.f6472.7
Applied rewrites72.7%
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.f6467.2
Applied rewrites67.2%
herbie shell --seed 2024332
(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)))))))