
(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 11 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (a b c) :precision binary64 (let* ((t_0 (sqrt (- (* b b) (* (* 4.0 a) c))))) (if (>= b 0.0) (/ (- (- b) t_0) (* 2.0 a)) (/ (* 2.0 c) (+ (- b) t_0)))))
double code(double a, double b, double c) {
double t_0 = sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (-b - t_0) / (2.0 * a);
} else {
tmp = (2.0 * c) / (-b + t_0);
}
return tmp;
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: tmp
t_0 = sqrt(((b * b) - ((4.0d0 * a) * c)))
if (b >= 0.0d0) then
tmp = (-b - t_0) / (2.0d0 * a)
else
tmp = (2.0d0 * c) / (-b + t_0)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double t_0 = Math.sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (-b - t_0) / (2.0 * a);
} else {
tmp = (2.0 * c) / (-b + t_0);
}
return tmp;
}
def code(a, b, c): t_0 = math.sqrt(((b * b) - ((4.0 * a) * c))) tmp = 0 if b >= 0.0: tmp = (-b - t_0) / (2.0 * a) else: tmp = (2.0 * c) / (-b + t_0) return tmp
function code(a, b, c) t_0 = sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c))) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(Float64(-b) - t_0) / Float64(2.0 * a)); else tmp = Float64(Float64(2.0 * c) / Float64(Float64(-b) + t_0)); end return tmp end
function tmp_2 = code(a, b, c) t_0 = sqrt(((b * b) - ((4.0 * a) * c))); tmp = 0.0; if (b >= 0.0) tmp = (-b - t_0) / (2.0 * a); else tmp = (2.0 * c) / (-b + t_0); end tmp_2 = tmp; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[GreaterEqual[b, 0.0], N[(N[((-b) - t$95$0), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) + t$95$0), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\\
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-b\right) - t\_0}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) + t\_0}\\
\end{array}
\end{array}
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (- (* b b) (* (* 4.0 a) c))))
(t_1 (/ (- (- b) t_0) (* a 2.0))))
(if (<= b -1e+125)
(if (>= b 0.0)
t_1
(/ (* c 2.0) (* b (- -2.0 (* -2.0 (* c (/ a (* b b))))))))
(if (<= b 5e+117)
(if (>= b 0.0) t_1 (/ (* c 2.0) (- t_0 b)))
(if (>= b 0.0) (/ (- (* a (/ c b)) b) a) (- (/ b a)))))))
double code(double a, double b, double c) {
double t_0 = sqrt(((b * b) - ((4.0 * a) * c)));
double t_1 = (-b - t_0) / (a * 2.0);
double tmp_1;
if (b <= -1e+125) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = (c * 2.0) / (b * (-2.0 - (-2.0 * (c * (a / (b * b))))));
}
tmp_1 = tmp_2;
} else if (b <= 5e+117) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_1;
} else {
tmp_3 = (c * 2.0) / (t_0 - b);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = ((a * (c / b)) - b) / a;
} else {
tmp_1 = -(b / a);
}
return tmp_1;
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: t_1
real(8) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
real(8) :: tmp_3
t_0 = sqrt(((b * b) - ((4.0d0 * a) * c)))
t_1 = (-b - t_0) / (a * 2.0d0)
if (b <= (-1d+125)) then
if (b >= 0.0d0) then
tmp_2 = t_1
else
tmp_2 = (c * 2.0d0) / (b * ((-2.0d0) - ((-2.0d0) * (c * (a / (b * b))))))
end if
tmp_1 = tmp_2
else if (b <= 5d+117) then
if (b >= 0.0d0) then
tmp_3 = t_1
else
tmp_3 = (c * 2.0d0) / (t_0 - b)
end if
tmp_1 = tmp_3
else if (b >= 0.0d0) then
tmp_1 = ((a * (c / b)) - b) / a
else
tmp_1 = -(b / a)
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double t_0 = Math.sqrt(((b * b) - ((4.0 * a) * c)));
double t_1 = (-b - t_0) / (a * 2.0);
double tmp_1;
if (b <= -1e+125) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = (c * 2.0) / (b * (-2.0 - (-2.0 * (c * (a / (b * b))))));
}
tmp_1 = tmp_2;
} else if (b <= 5e+117) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_1;
} else {
tmp_3 = (c * 2.0) / (t_0 - b);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = ((a * (c / b)) - b) / a;
} else {
tmp_1 = -(b / a);
}
return tmp_1;
}
def code(a, b, c): t_0 = math.sqrt(((b * b) - ((4.0 * a) * c))) t_1 = (-b - t_0) / (a * 2.0) tmp_1 = 0 if b <= -1e+125: tmp_2 = 0 if b >= 0.0: tmp_2 = t_1 else: tmp_2 = (c * 2.0) / (b * (-2.0 - (-2.0 * (c * (a / (b * b)))))) tmp_1 = tmp_2 elif b <= 5e+117: tmp_3 = 0 if b >= 0.0: tmp_3 = t_1 else: tmp_3 = (c * 2.0) / (t_0 - b) tmp_1 = tmp_3 elif b >= 0.0: tmp_1 = ((a * (c / b)) - b) / a else: tmp_1 = -(b / a) return tmp_1
function code(a, b, c) t_0 = sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c))) t_1 = Float64(Float64(Float64(-b) - t_0) / Float64(a * 2.0)) tmp_1 = 0.0 if (b <= -1e+125) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_1; else tmp_2 = Float64(Float64(c * 2.0) / Float64(b * Float64(-2.0 - Float64(-2.0 * Float64(c * Float64(a / Float64(b * b))))))); end tmp_1 = tmp_2; elseif (b <= 5e+117) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = t_1; else tmp_3 = Float64(Float64(c * 2.0) / Float64(t_0 - b)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(Float64(a * Float64(c / b)) - b) / a); else tmp_1 = Float64(-Float64(b / a)); end return tmp_1 end
function tmp_5 = code(a, b, c) t_0 = sqrt(((b * b) - ((4.0 * a) * c))); t_1 = (-b - t_0) / (a * 2.0); tmp_2 = 0.0; if (b <= -1e+125) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = t_1; else tmp_3 = (c * 2.0) / (b * (-2.0 - (-2.0 * (c * (a / (b * b)))))); end tmp_2 = tmp_3; elseif (b <= 5e+117) tmp_4 = 0.0; if (b >= 0.0) tmp_4 = t_1; else tmp_4 = (c * 2.0) / (t_0 - b); end tmp_2 = tmp_4; elseif (b >= 0.0) tmp_2 = ((a * (c / b)) - b) / a; else tmp_2 = -(b / a); end tmp_5 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = N[(N[((-b) - t$95$0), $MachinePrecision] / N[(a * 2.0), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, -1e+125], If[GreaterEqual[b, 0.0], t$95$1, N[(N[(c * 2.0), $MachinePrecision] / N[(b * N[(-2.0 - N[(-2.0 * N[(c * N[(a / N[(b * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 5e+117], If[GreaterEqual[b, 0.0], t$95$1, N[(N[(c * 2.0), $MachinePrecision] / N[(t$95$0 - b), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(N[(a * N[(c / b), $MachinePrecision]), $MachinePrecision] - b), $MachinePrecision] / a), $MachinePrecision], (-N[(b / a), $MachinePrecision])]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\\
t_1 := \frac{\left(-b\right) - t\_0}{a \cdot 2}\\
\mathbf{if}\;b \leq -1 \cdot 10^{+125}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;\frac{c \cdot 2}{b \cdot \left(-2 - -2 \cdot \left(c \cdot \frac{a}{b \cdot b}\right)\right)}\\
\end{array}\\
\mathbf{elif}\;b \leq 5 \cdot 10^{+117}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;\frac{c \cdot 2}{t\_0 - b}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{a \cdot \frac{c}{b} - b}{a}\\
\mathbf{else}:\\
\;\;\;\;-\frac{b}{a}\\
\end{array}
\end{array}
if b < -9.9999999999999992e124Initial program 41.1%
Taylor expanded in b around -inf
mul-1-negN/A
distribute-rgt-neg-inN/A
lower-*.f64N/A
distribute-neg-inN/A
metadata-evalN/A
unsub-negN/A
lower--.f64N/A
*-commutativeN/A
lower-*.f64N/A
*-commutativeN/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f6495.9
Applied rewrites95.9%
if -9.9999999999999992e124 < b < 4.99999999999999983e117Initial program 81.3%
if 4.99999999999999983e117 < b Initial program 61.1%
Taylor expanded in c around 0
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f6493.7
Applied rewrites93.7%
Taylor expanded in c around 0
mul-1-negN/A
distribute-neg-frac2N/A
mul-1-negN/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6493.7
Applied rewrites93.7%
Taylor expanded in c around inf
Applied rewrites2.2%
Taylor expanded in a around 0
+-commutativeN/A
mul-1-negN/A
sub-negN/A
lower-/.f64N/A
lower--.f64N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f6493.7
Applied rewrites93.7%
Final simplification86.3%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (- (* b b) (* (* 4.0 a) c)))))
(if (<= b -9e+124)
(if (>= b 0.0) (/ c b) (/ c (- b)))
(if (<= b 5e+117)
(if (>= b 0.0) (/ (- (- b) t_0) (* a 2.0)) (/ (* c 2.0) (- t_0 b)))
(if (>= b 0.0) (/ (- (* a (/ c b)) b) a) (- (/ b a)))))))
double code(double a, double b, double c) {
double t_0 = sqrt(((b * b) - ((4.0 * a) * c)));
double tmp_1;
if (b <= -9e+124) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = c / b;
} else {
tmp_2 = c / -b;
}
tmp_1 = tmp_2;
} else if (b <= 5e+117) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-b - t_0) / (a * 2.0);
} else {
tmp_3 = (c * 2.0) / (t_0 - b);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = ((a * (c / b)) - b) / a;
} else {
tmp_1 = -(b / a);
}
return tmp_1;
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
real(8) :: tmp_3
t_0 = sqrt(((b * b) - ((4.0d0 * a) * c)))
if (b <= (-9d+124)) then
if (b >= 0.0d0) then
tmp_2 = c / b
else
tmp_2 = c / -b
end if
tmp_1 = tmp_2
else if (b <= 5d+117) then
if (b >= 0.0d0) then
tmp_3 = (-b - t_0) / (a * 2.0d0)
else
tmp_3 = (c * 2.0d0) / (t_0 - b)
end if
tmp_1 = tmp_3
else if (b >= 0.0d0) then
tmp_1 = ((a * (c / b)) - b) / a
else
tmp_1 = -(b / a)
end if
code = tmp_1
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_1;
if (b <= -9e+124) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = c / b;
} else {
tmp_2 = c / -b;
}
tmp_1 = tmp_2;
} else if (b <= 5e+117) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-b - t_0) / (a * 2.0);
} else {
tmp_3 = (c * 2.0) / (t_0 - b);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = ((a * (c / b)) - b) / a;
} else {
tmp_1 = -(b / a);
}
return tmp_1;
}
def code(a, b, c): t_0 = math.sqrt(((b * b) - ((4.0 * a) * c))) tmp_1 = 0 if b <= -9e+124: tmp_2 = 0 if b >= 0.0: tmp_2 = c / b else: tmp_2 = c / -b tmp_1 = tmp_2 elif b <= 5e+117: tmp_3 = 0 if b >= 0.0: tmp_3 = (-b - t_0) / (a * 2.0) else: tmp_3 = (c * 2.0) / (t_0 - b) tmp_1 = tmp_3 elif b >= 0.0: tmp_1 = ((a * (c / b)) - b) / a else: tmp_1 = -(b / a) 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 <= -9e+124) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(c / b); else tmp_2 = Float64(c / Float64(-b)); end tmp_1 = tmp_2; elseif (b <= 5e+117) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(Float64(-b) - t_0) / Float64(a * 2.0)); else tmp_3 = Float64(Float64(c * 2.0) / Float64(t_0 - b)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(Float64(a * Float64(c / b)) - b) / a); else tmp_1 = Float64(-Float64(b / a)); end return tmp_1 end
function tmp_5 = code(a, b, c) t_0 = sqrt(((b * b) - ((4.0 * a) * c))); tmp_2 = 0.0; if (b <= -9e+124) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = c / b; else tmp_3 = c / -b; end tmp_2 = tmp_3; elseif (b <= 5e+117) tmp_4 = 0.0; if (b >= 0.0) tmp_4 = (-b - t_0) / (a * 2.0); else tmp_4 = (c * 2.0) / (t_0 - b); end tmp_2 = tmp_4; elseif (b >= 0.0) tmp_2 = ((a * (c / b)) - b) / a; else tmp_2 = -(b / a); end tmp_5 = tmp_2; 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, -9e+124], If[GreaterEqual[b, 0.0], N[(c / b), $MachinePrecision], N[(c / (-b)), $MachinePrecision]], If[LessEqual[b, 5e+117], If[GreaterEqual[b, 0.0], N[(N[((-b) - t$95$0), $MachinePrecision] / N[(a * 2.0), $MachinePrecision]), $MachinePrecision], N[(N[(c * 2.0), $MachinePrecision] / N[(t$95$0 - b), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(N[(a * N[(c / b), $MachinePrecision]), $MachinePrecision] - b), $MachinePrecision] / a), $MachinePrecision], (-N[(b / a), $MachinePrecision])]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\\
\mathbf{if}\;b \leq -9 \cdot 10^{+124}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{c}{b}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{-b}\\
\end{array}\\
\mathbf{elif}\;b \leq 5 \cdot 10^{+117}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-b\right) - t\_0}{a \cdot 2}\\
\mathbf{else}:\\
\;\;\;\;\frac{c \cdot 2}{t\_0 - b}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{a \cdot \frac{c}{b} - b}{a}\\
\mathbf{else}:\\
\;\;\;\;-\frac{b}{a}\\
\end{array}
\end{array}
if b < -9.0000000000000008e124Initial program 41.1%
Taylor expanded in c around 0
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f6441.1
Applied rewrites41.1%
Taylor expanded in c around 0
mul-1-negN/A
distribute-neg-frac2N/A
mul-1-negN/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f642.3
Applied rewrites2.3%
Taylor expanded in c around inf
Applied rewrites2.3%
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.f6495.9
Applied rewrites95.9%
if -9.0000000000000008e124 < b < 4.99999999999999983e117Initial program 81.3%
if 4.99999999999999983e117 < b Initial program 61.1%
Taylor expanded in c around 0
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f6493.7
Applied rewrites93.7%
Taylor expanded in c around 0
mul-1-negN/A
distribute-neg-frac2N/A
mul-1-negN/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6493.7
Applied rewrites93.7%
Taylor expanded in c around inf
Applied rewrites2.2%
Taylor expanded in a around 0
+-commutativeN/A
mul-1-negN/A
sub-negN/A
lower-/.f64N/A
lower--.f64N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f6493.7
Applied rewrites93.7%
Final simplification86.3%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (fma -4.0 (* a c) (* b b)))))
(if (<= b -9e+124)
(if (>= b 0.0) (/ c b) (/ c (- b)))
(if (<= b 5e+117)
(if (>= b 0.0) (/ (* -0.5 (+ b t_0)) a) (/ (* c 2.0) (- t_0 b)))
(if (>= b 0.0) (/ (- (* a (/ c b)) b) a) (- (/ b a)))))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma(-4.0, (a * c), (b * b)));
double tmp_1;
if (b <= -9e+124) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = c / b;
} else {
tmp_2 = c / -b;
}
tmp_1 = tmp_2;
} else if (b <= 5e+117) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-0.5 * (b + t_0)) / a;
} else {
tmp_3 = (c * 2.0) / (t_0 - b);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = ((a * (c / b)) - b) / a;
} else {
tmp_1 = -(b / a);
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(fma(-4.0, Float64(a * c), Float64(b * b))) tmp_1 = 0.0 if (b <= -9e+124) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(c / b); else tmp_2 = Float64(c / Float64(-b)); end tmp_1 = tmp_2; elseif (b <= 5e+117) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(-0.5 * Float64(b + t_0)) / a); else tmp_3 = Float64(Float64(c * 2.0) / Float64(t_0 - b)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(Float64(a * Float64(c / b)) - b) / a); else tmp_1 = Float64(-Float64(b / a)); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(-4.0 * N[(a * c), $MachinePrecision] + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -9e+124], If[GreaterEqual[b, 0.0], N[(c / b), $MachinePrecision], N[(c / (-b)), $MachinePrecision]], If[LessEqual[b, 5e+117], If[GreaterEqual[b, 0.0], N[(N[(-0.5 * N[(b + t$95$0), $MachinePrecision]), $MachinePrecision] / a), $MachinePrecision], N[(N[(c * 2.0), $MachinePrecision] / N[(t$95$0 - b), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(N[(a * N[(c / b), $MachinePrecision]), $MachinePrecision] - b), $MachinePrecision] / a), $MachinePrecision], (-N[(b / a), $MachinePrecision])]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(-4, a \cdot c, b \cdot b\right)}\\
\mathbf{if}\;b \leq -9 \cdot 10^{+124}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{c}{b}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{-b}\\
\end{array}\\
\mathbf{elif}\;b \leq 5 \cdot 10^{+117}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-0.5 \cdot \left(b + t\_0\right)}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c \cdot 2}{t\_0 - b}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{a \cdot \frac{c}{b} - b}{a}\\
\mathbf{else}:\\
\;\;\;\;-\frac{b}{a}\\
\end{array}
\end{array}
if b < -9.0000000000000008e124Initial program 41.1%
Taylor expanded in c around 0
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f6441.1
Applied rewrites41.1%
Taylor expanded in c around 0
mul-1-negN/A
distribute-neg-frac2N/A
mul-1-negN/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f642.3
Applied rewrites2.3%
Taylor expanded in c around inf
Applied rewrites2.3%
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.f6495.9
Applied rewrites95.9%
if -9.0000000000000008e124 < b < 4.99999999999999983e117Initial program 81.3%
Taylor expanded in c around 0
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f6465.5
Applied rewrites65.5%
Taylor expanded in b around 0
Applied rewrites81.3%
if 4.99999999999999983e117 < b Initial program 61.1%
Taylor expanded in c around 0
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f6493.7
Applied rewrites93.7%
Taylor expanded in c around 0
mul-1-negN/A
distribute-neg-frac2N/A
mul-1-negN/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6493.7
Applied rewrites93.7%
Taylor expanded in c around inf
Applied rewrites2.2%
Taylor expanded in a around 0
+-commutativeN/A
mul-1-negN/A
sub-negN/A
lower-/.f64N/A
lower--.f64N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f6493.7
Applied rewrites93.7%
Final simplification86.3%
(FPCore (a b c)
:precision binary64
(if (<= b -9e+124)
(if (>= b 0.0) (/ c b) (/ c (- b)))
(if (<= b 4.3e+117)
(if (>= b 0.0)
(* (+ b (sqrt (fma b b (* c (* a -4.0))))) (/ -0.5 a))
(/ (* c 2.0) (- (sqrt (fma -4.0 (* a c) (* b b))) b)))
(if (>= b 0.0) (/ (- (* a (/ c b)) b) a) (- (/ b a))))))
double code(double a, double b, double c) {
double tmp_1;
if (b <= -9e+124) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = c / b;
} else {
tmp_2 = c / -b;
}
tmp_1 = tmp_2;
} else if (b <= 4.3e+117) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (b + sqrt(fma(b, b, (c * (a * -4.0))))) * (-0.5 / a);
} else {
tmp_3 = (c * 2.0) / (sqrt(fma(-4.0, (a * c), (b * b))) - b);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = ((a * (c / b)) - b) / a;
} else {
tmp_1 = -(b / a);
}
return tmp_1;
}
function code(a, b, c) tmp_1 = 0.0 if (b <= -9e+124) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(c / b); else tmp_2 = Float64(c / Float64(-b)); end tmp_1 = tmp_2; elseif (b <= 4.3e+117) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(b + sqrt(fma(b, b, Float64(c * Float64(a * -4.0))))) * Float64(-0.5 / a)); else tmp_3 = Float64(Float64(c * 2.0) / Float64(sqrt(fma(-4.0, Float64(a * c), Float64(b * b))) - b)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(Float64(a * Float64(c / b)) - b) / a); else tmp_1 = Float64(-Float64(b / a)); end return tmp_1 end
code[a_, b_, c_] := If[LessEqual[b, -9e+124], If[GreaterEqual[b, 0.0], N[(c / b), $MachinePrecision], N[(c / (-b)), $MachinePrecision]], If[LessEqual[b, 4.3e+117], If[GreaterEqual[b, 0.0], N[(N[(b + N[Sqrt[N[(b * b + N[(c * N[(a * -4.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] * N[(-0.5 / a), $MachinePrecision]), $MachinePrecision], N[(N[(c * 2.0), $MachinePrecision] / N[(N[Sqrt[N[(-4.0 * N[(a * c), $MachinePrecision] + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(N[(a * N[(c / b), $MachinePrecision]), $MachinePrecision] - b), $MachinePrecision] / a), $MachinePrecision], (-N[(b / a), $MachinePrecision])]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq -9 \cdot 10^{+124}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{c}{b}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{-b}\\
\end{array}\\
\mathbf{elif}\;b \leq 4.3 \cdot 10^{+117}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\left(b + \sqrt{\mathsf{fma}\left(b, b, c \cdot \left(a \cdot -4\right)\right)}\right) \cdot \frac{-0.5}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c \cdot 2}{\sqrt{\mathsf{fma}\left(-4, a \cdot c, b \cdot b\right)} - b}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{a \cdot \frac{c}{b} - b}{a}\\
\mathbf{else}:\\
\;\;\;\;-\frac{b}{a}\\
\end{array}
\end{array}
if b < -9.0000000000000008e124Initial program 41.1%
Taylor expanded in c around 0
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f6441.1
Applied rewrites41.1%
Taylor expanded in c around 0
mul-1-negN/A
distribute-neg-frac2N/A
mul-1-negN/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f642.3
Applied rewrites2.3%
Taylor expanded in c around inf
Applied rewrites2.3%
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.f6495.9
Applied rewrites95.9%
if -9.0000000000000008e124 < b < 4.29999999999999998e117Initial program 81.3%
Taylor expanded in c around 0
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f6465.5
Applied rewrites65.5%
Taylor expanded in b around 0
Applied rewrites81.3%
Applied rewrites81.2%
if 4.29999999999999998e117 < b Initial program 61.1%
Taylor expanded in c around 0
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f6493.7
Applied rewrites93.7%
Taylor expanded in c around 0
mul-1-negN/A
distribute-neg-frac2N/A
mul-1-negN/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6493.7
Applied rewrites93.7%
Taylor expanded in c around inf
Applied rewrites2.2%
Taylor expanded in a around 0
+-commutativeN/A
mul-1-negN/A
sub-negN/A
lower-/.f64N/A
lower--.f64N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f6493.7
Applied rewrites93.7%
Final simplification86.2%
(FPCore (a b c)
:precision binary64
(if (<= b -9e+124)
(if (>= b 0.0) (/ c b) (/ c (- b)))
(if (>= b 0.0)
(* (/ -0.5 a) (* b 2.0))
(/ (* c 2.0) (- (sqrt (fma -4.0 (* a c) (* b b))) b)))))
double code(double a, double b, double c) {
double tmp_1;
if (b <= -9e+124) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = c / b;
} else {
tmp_2 = c / -b;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (-0.5 / a) * (b * 2.0);
} else {
tmp_1 = (c * 2.0) / (sqrt(fma(-4.0, (a * c), (b * b))) - b);
}
return tmp_1;
}
function code(a, b, c) tmp_1 = 0.0 if (b <= -9e+124) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(c / b); else tmp_2 = Float64(c / Float64(-b)); end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = Float64(Float64(-0.5 / a) * Float64(b * 2.0)); else tmp_1 = Float64(Float64(c * 2.0) / Float64(sqrt(fma(-4.0, Float64(a * c), Float64(b * b))) - b)); end return tmp_1 end
code[a_, b_, c_] := If[LessEqual[b, -9e+124], If[GreaterEqual[b, 0.0], N[(c / b), $MachinePrecision], N[(c / (-b)), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(-0.5 / a), $MachinePrecision] * N[(b * 2.0), $MachinePrecision]), $MachinePrecision], N[(N[(c * 2.0), $MachinePrecision] / N[(N[Sqrt[N[(-4.0 * N[(a * c), $MachinePrecision] + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq -9 \cdot 10^{+124}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{c}{b}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{-b}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{-0.5}{a} \cdot \left(b \cdot 2\right)\\
\mathbf{else}:\\
\;\;\;\;\frac{c \cdot 2}{\sqrt{\mathsf{fma}\left(-4, a \cdot c, b \cdot b\right)} - b}\\
\end{array}
\end{array}
if b < -9.0000000000000008e124Initial program 41.1%
Taylor expanded in c around 0
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f6441.1
Applied rewrites41.1%
Taylor expanded in c around 0
mul-1-negN/A
distribute-neg-frac2N/A
mul-1-negN/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f642.3
Applied rewrites2.3%
Taylor expanded in c around inf
Applied rewrites2.3%
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.f6495.9
Applied rewrites95.9%
if -9.0000000000000008e124 < b Initial program 76.6%
Taylor expanded in c around 0
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f6472.1
Applied rewrites72.1%
Taylor expanded in b around 0
Applied rewrites76.6%
Applied rewrites76.5%
Taylor expanded in b around inf
Applied rewrites71.9%
Final simplification76.2%
(FPCore (a b c)
:precision binary64
(if (<= b -2.05e-70)
(if (>= b 0.0) (/ c b) (/ c (- b)))
(if (>= b 0.0)
(- (/ c b) (/ b a))
(/ (* c 2.0) (- (sqrt (* -4.0 (* a c))) b)))))
double code(double a, double b, double c) {
double tmp_1;
if (b <= -2.05e-70) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = c / b;
} else {
tmp_2 = c / -b;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (c / b) - (b / a);
} else {
tmp_1 = (c * 2.0) / (sqrt((-4.0 * (a * c))) - 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) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
if (b <= (-2.05d-70)) then
if (b >= 0.0d0) then
tmp_2 = c / b
else
tmp_2 = c / -b
end if
tmp_1 = tmp_2
else if (b >= 0.0d0) then
tmp_1 = (c / b) - (b / a)
else
tmp_1 = (c * 2.0d0) / (sqrt(((-4.0d0) * (a * c))) - b)
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double tmp_1;
if (b <= -2.05e-70) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = c / b;
} else {
tmp_2 = c / -b;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (c / b) - (b / a);
} else {
tmp_1 = (c * 2.0) / (Math.sqrt((-4.0 * (a * c))) - b);
}
return tmp_1;
}
def code(a, b, c): tmp_1 = 0 if b <= -2.05e-70: tmp_2 = 0 if b >= 0.0: tmp_2 = c / b else: tmp_2 = c / -b tmp_1 = tmp_2 elif b >= 0.0: tmp_1 = (c / b) - (b / a) else: tmp_1 = (c * 2.0) / (math.sqrt((-4.0 * (a * c))) - b) return tmp_1
function code(a, b, c) tmp_1 = 0.0 if (b <= -2.05e-70) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(c / b); else tmp_2 = Float64(c / Float64(-b)); end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = Float64(Float64(c / b) - Float64(b / a)); else tmp_1 = Float64(Float64(c * 2.0) / Float64(sqrt(Float64(-4.0 * Float64(a * c))) - b)); end return tmp_1 end
function tmp_4 = code(a, b, c) tmp_2 = 0.0; if (b <= -2.05e-70) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = c / b; else tmp_3 = c / -b; end tmp_2 = tmp_3; elseif (b >= 0.0) tmp_2 = (c / b) - (b / a); else tmp_2 = (c * 2.0) / (sqrt((-4.0 * (a * c))) - b); end tmp_4 = tmp_2; end
code[a_, b_, c_] := If[LessEqual[b, -2.05e-70], If[GreaterEqual[b, 0.0], N[(c / b), $MachinePrecision], N[(c / (-b)), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(c / b), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision], N[(N[(c * 2.0), $MachinePrecision] / N[(N[Sqrt[N[(-4.0 * N[(a * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq -2.05 \cdot 10^{-70}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{c}{b}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{-b}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c}{b} - \frac{b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c \cdot 2}{\sqrt{-4 \cdot \left(a \cdot c\right)} - b}\\
\end{array}
\end{array}
if b < -2.04999999999999989e-70Initial program 65.4%
Taylor expanded in c around 0
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f6465.4
Applied rewrites65.4%
Taylor expanded in c around 0
mul-1-negN/A
distribute-neg-frac2N/A
mul-1-negN/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f642.3
Applied rewrites2.3%
Taylor expanded in c around inf
Applied rewrites2.3%
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.f6487.8
Applied rewrites87.8%
if -2.04999999999999989e-70 < b Initial program 72.6%
Taylor expanded in c around 0
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f6467.1
Applied rewrites67.1%
Taylor expanded in b around 0
lower-*.f64N/A
*-commutativeN/A
lower-*.f6465.4
Applied rewrites65.4%
Final simplification72.8%
(FPCore (a b c) :precision binary64 (if (<= b 1.8e-214) (if (>= b 0.0) (/ c b) (/ c (- b))) (if (>= b 0.0) (- (/ c b) (/ b a)) (- (/ b a)))))
double code(double a, double b, double c) {
double tmp_1;
if (b <= 1.8e-214) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = c / b;
} else {
tmp_2 = c / -b;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (c / b) - (b / a);
} else {
tmp_1 = -(b / a);
}
return tmp_1;
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
if (b <= 1.8d-214) then
if (b >= 0.0d0) then
tmp_2 = c / b
else
tmp_2 = c / -b
end if
tmp_1 = tmp_2
else if (b >= 0.0d0) then
tmp_1 = (c / b) - (b / a)
else
tmp_1 = -(b / a)
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double tmp_1;
if (b <= 1.8e-214) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = c / b;
} else {
tmp_2 = c / -b;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (c / b) - (b / a);
} else {
tmp_1 = -(b / a);
}
return tmp_1;
}
def code(a, b, c): tmp_1 = 0 if b <= 1.8e-214: tmp_2 = 0 if b >= 0.0: tmp_2 = c / b else: tmp_2 = c / -b tmp_1 = tmp_2 elif b >= 0.0: tmp_1 = (c / b) - (b / a) else: tmp_1 = -(b / a) return tmp_1
function code(a, b, c) tmp_1 = 0.0 if (b <= 1.8e-214) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(c / b); else tmp_2 = Float64(c / Float64(-b)); end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = Float64(Float64(c / b) - Float64(b / a)); else tmp_1 = Float64(-Float64(b / a)); end return tmp_1 end
function tmp_4 = code(a, b, c) tmp_2 = 0.0; if (b <= 1.8e-214) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = c / b; else tmp_3 = c / -b; end tmp_2 = tmp_3; elseif (b >= 0.0) tmp_2 = (c / b) - (b / a); else tmp_2 = -(b / a); end tmp_4 = tmp_2; end
code[a_, b_, c_] := If[LessEqual[b, 1.8e-214], If[GreaterEqual[b, 0.0], N[(c / b), $MachinePrecision], N[(c / (-b)), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(c / b), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision], (-N[(b / a), $MachinePrecision])]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq 1.8 \cdot 10^{-214}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{c}{b}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{-b}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c}{b} - \frac{b}{a}\\
\mathbf{else}:\\
\;\;\;\;-\frac{b}{a}\\
\end{array}
\end{array}
if b < 1.8e-214Initial program 69.1%
Taylor expanded in c around 0
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f6462.5
Applied rewrites62.5%
Taylor expanded in c around 0
mul-1-negN/A
distribute-neg-frac2N/A
mul-1-negN/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f642.6
Applied rewrites2.6%
Taylor expanded in c around inf
Applied rewrites2.6%
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.f6457.3
Applied rewrites57.3%
if 1.8e-214 < b Initial program 71.5%
Taylor expanded in c around 0
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f6471.6
Applied rewrites71.6%
Taylor expanded in c around 0
mul-1-negN/A
distribute-neg-frac2N/A
mul-1-negN/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6471.6
Applied rewrites71.6%
Final simplification63.6%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (- (/ c b) (/ b a)) (/ (* c 2.0) (- (- b) b))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (c / b) - (b / a);
} else {
tmp = (c * 2.0) / (-b - b);
}
return tmp;
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: tmp
if (b >= 0.0d0) then
tmp = (c / b) - (b / a)
else
tmp = (c * 2.0d0) / (-b - b)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (c / b) - (b / a);
} else {
tmp = (c * 2.0) / (-b - b);
}
return tmp;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = (c / b) - (b / a) else: tmp = (c * 2.0) / (-b - b) return tmp
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(c / b) - Float64(b / a)); else tmp = Float64(Float64(c * 2.0) / Float64(Float64(-b) - b)); end return tmp end
function tmp_2 = code(a, b, c) tmp = 0.0; if (b >= 0.0) tmp = (c / b) - (b / a); else tmp = (c * 2.0) / (-b - b); end tmp_2 = tmp; end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[(N[(c / b), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision], N[(N[(c * 2.0), $MachinePrecision] / N[((-b) - b), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{c}{b} - \frac{b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c \cdot 2}{\left(-b\right) - b}\\
\end{array}
\end{array}
Initial program 70.2%
Taylor expanded in c around 0
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f6466.5
Applied rewrites66.5%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6463.6
Applied rewrites63.6%
Final simplification63.6%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (- (/ b a))))
(if (<= b 2.25e-247)
(if (>= b 0.0) (/ c b) (/ c (- b)))
(if (>= b 0.0) t_0 t_0))))
double code(double a, double b, double c) {
double t_0 = -(b / a);
double tmp_1;
if (b <= 2.25e-247) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = c / b;
} else {
tmp_2 = c / -b;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = t_0;
} else {
tmp_1 = t_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
t_0 = -(b / a)
if (b <= 2.25d-247) then
if (b >= 0.0d0) then
tmp_2 = c / b
else
tmp_2 = c / -b
end if
tmp_1 = tmp_2
else if (b >= 0.0d0) then
tmp_1 = t_0
else
tmp_1 = t_0
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double t_0 = -(b / a);
double tmp_1;
if (b <= 2.25e-247) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = c / b;
} else {
tmp_2 = c / -b;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = t_0;
} else {
tmp_1 = t_0;
}
return tmp_1;
}
def code(a, b, c): t_0 = -(b / a) tmp_1 = 0 if b <= 2.25e-247: tmp_2 = 0 if b >= 0.0: tmp_2 = c / b else: tmp_2 = c / -b tmp_1 = tmp_2 elif b >= 0.0: tmp_1 = t_0 else: tmp_1 = t_0 return tmp_1
function code(a, b, c) t_0 = Float64(-Float64(b / a)) tmp_1 = 0.0 if (b <= 2.25e-247) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(c / b); else tmp_2 = Float64(c / Float64(-b)); end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = t_0; else tmp_1 = t_0; end return tmp_1 end
function tmp_4 = code(a, b, c) t_0 = -(b / a); tmp_2 = 0.0; if (b <= 2.25e-247) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = c / b; else tmp_3 = c / -b; end tmp_2 = tmp_3; elseif (b >= 0.0) tmp_2 = t_0; else tmp_2 = t_0; end tmp_4 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = (-N[(b / a), $MachinePrecision])}, If[LessEqual[b, 2.25e-247], If[GreaterEqual[b, 0.0], N[(c / b), $MachinePrecision], N[(c / (-b)), $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 \leq 2.25 \cdot 10^{-247}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{c}{b}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{-b}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < 2.2500000000000001e-247Initial program 68.7%
Taylor expanded in c around 0
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f6464.6
Applied rewrites64.6%
Taylor expanded in c around 0
mul-1-negN/A
distribute-neg-frac2N/A
mul-1-negN/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f642.5
Applied rewrites2.5%
Taylor expanded in c around inf
Applied rewrites2.5%
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.f6459.2
Applied rewrites59.2%
if 2.2500000000000001e-247 < b Initial program 71.9%
Taylor expanded in c around 0
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f6468.7
Applied rewrites68.7%
Taylor expanded in c around 0
mul-1-negN/A
distribute-neg-frac2N/A
mul-1-negN/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6468.7
Applied rewrites68.7%
Taylor expanded in b around inf
associate-*r/N/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6468.6
Applied rewrites68.6%
Final simplification63.6%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (/ c b) (/ c (- b))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = c / b;
} 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 = c / b
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 = c / b;
} else {
tmp = c / -b;
}
return tmp;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = c / b else: tmp = c / -b return tmp
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(c / b); 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 = c / b; else tmp = c / -b; end tmp_2 = tmp; end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[(c / b), $MachinePrecision], N[(c / (-b)), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{c}{b}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{-b}\\
\end{array}
\end{array}
Initial program 70.2%
Taylor expanded in c around 0
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f6466.5
Applied rewrites66.5%
Taylor expanded in c around 0
mul-1-negN/A
distribute-neg-frac2N/A
mul-1-negN/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6433.3
Applied rewrites33.3%
Taylor expanded in c around inf
Applied rewrites3.0%
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.f6433.3
Applied rewrites33.3%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (/ c b) (- (/ b a))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = c / b;
} else {
tmp = -(b / 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 / b
else
tmp = -(b / a)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = c / b;
} else {
tmp = -(b / a);
}
return tmp;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = c / b else: tmp = -(b / a) return tmp
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(c / b); else tmp = Float64(-Float64(b / a)); end return tmp end
function tmp_2 = code(a, b, c) tmp = 0.0; if (b >= 0.0) tmp = c / b; else tmp = -(b / a); end tmp_2 = tmp; end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[(c / b), $MachinePrecision], (-N[(b / a), $MachinePrecision])]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{c}{b}\\
\mathbf{else}:\\
\;\;\;\;-\frac{b}{a}\\
\end{array}
\end{array}
Initial program 70.2%
Taylor expanded in c around 0
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f6466.5
Applied rewrites66.5%
Taylor expanded in c around 0
mul-1-negN/A
distribute-neg-frac2N/A
mul-1-negN/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6433.3
Applied rewrites33.3%
Taylor expanded in c around inf
Applied rewrites3.0%
Final simplification3.0%
herbie shell --seed 2024223
(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)))))))