
(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 c (* a -4.0) (* b b)))) (t_1 (/ c (* b b))))
(if (<= b -5e+116)
(if (>= b 0.0)
(/ (* 2.0 c) (- (- b) (sqrt (- (* b b) (* c (* 4.0 a))))))
(/ (* (- b) (fma (* a -2.0) t_1 2.0)) (* 2.0 a)))
(if (<= b 4.8e+122)
(if (>= b 0.0) (/ (* c -2.0) (+ b t_0)) (/ (- t_0 b) (* 2.0 a)))
(if (>= b 0.0)
(/ (* 2.0 c) (* b (fma 2.0 (* a t_1) -2.0)))
(/ (- (/ 1.0 (/ -1.0 b)) b) (* 2.0 a)))))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma(c, (a * -4.0), (b * b)));
double t_1 = c / (b * b);
double tmp_1;
if (b <= -5e+116) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (2.0 * c) / (-b - sqrt(((b * b) - (c * (4.0 * a)))));
} else {
tmp_2 = (-b * fma((a * -2.0), t_1, 2.0)) / (2.0 * a);
}
tmp_1 = tmp_2;
} else if (b <= 4.8e+122) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (c * -2.0) / (b + t_0);
} else {
tmp_3 = (t_0 - b) / (2.0 * a);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (2.0 * c) / (b * fma(2.0, (a * t_1), -2.0));
} else {
tmp_1 = ((1.0 / (-1.0 / b)) - b) / (2.0 * a);
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(fma(c, Float64(a * -4.0), Float64(b * b))) t_1 = Float64(c / Float64(b * b)) tmp_1 = 0.0 if (b <= -5e+116) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(2.0 * c) / Float64(Float64(-b) - sqrt(Float64(Float64(b * b) - Float64(c * Float64(4.0 * a)))))); else tmp_2 = Float64(Float64(Float64(-b) * fma(Float64(a * -2.0), t_1, 2.0)) / Float64(2.0 * a)); end tmp_1 = tmp_2; elseif (b <= 4.8e+122) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(c * -2.0) / Float64(b + t_0)); else tmp_3 = Float64(Float64(t_0 - b) / Float64(2.0 * a)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * c) / Float64(b * fma(2.0, Float64(a * t_1), -2.0))); else tmp_1 = Float64(Float64(Float64(1.0 / Float64(-1.0 / b)) - b) / Float64(2.0 * a)); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(c * N[(a * -4.0), $MachinePrecision] + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = N[(c / N[(b * b), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, -5e+116], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) - N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(c * N[(4.0 * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[((-b) * N[(N[(a * -2.0), $MachinePrecision] * t$95$1 + 2.0), $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 4.8e+122], If[GreaterEqual[b, 0.0], N[(N[(c * -2.0), $MachinePrecision] / N[(b + t$95$0), $MachinePrecision]), $MachinePrecision], N[(N[(t$95$0 - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[(b * N[(2.0 * N[(a * t$95$1), $MachinePrecision] + -2.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(N[(1.0 / N[(-1.0 / b), $MachinePrecision]), $MachinePrecision] - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(c, a \cdot -4, b \cdot b\right)}\\
t_1 := \frac{c}{b \cdot b}\\
\mathbf{if}\;b \leq -5 \cdot 10^{+116}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{b \cdot b - c \cdot \left(4 \cdot a\right)}}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) \cdot \mathsf{fma}\left(a \cdot -2, t\_1, 2\right)}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \leq 4.8 \cdot 10^{+122}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{c \cdot -2}{b + t\_0}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0 - b}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{b \cdot \mathsf{fma}\left(2, a \cdot t\_1, -2\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{\frac{1}{\frac{-1}{b}} - b}{2 \cdot a}\\
\end{array}
\end{array}
if b < -5.00000000000000025e116Initial program 41.6%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-*.f64N/A
+-commutativeN/A
associate-/l*N/A
associate-*r*N/A
lower-fma.f64N/A
lower-*.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f6498.1
Applied rewrites98.1%
if -5.00000000000000025e116 < b < 4.8000000000000004e122Initial program 89.5%
Applied rewrites89.4%
lift-+.f64N/A
+-commutativeN/A
Applied rewrites89.4%
lift-*.f64N/A
lift-/.f64N/A
associate-*r/N/A
lift-neg.f64N/A
distribute-lft-neg-inN/A
*-commutativeN/A
lift-*.f64N/A
lower-/.f64N/A
lift-*.f64N/A
*-commutativeN/A
distribute-rgt-neg-inN/A
lower-*.f64N/A
metadata-eval89.5
Applied rewrites89.5%
if 4.8000000000000004e122 < b Initial program 59.6%
lift-sqrt.f64N/A
lift--.f64N/A
flip--N/A
clear-numN/A
sqrt-divN/A
metadata-evalN/A
lower-/.f64N/A
lower-sqrt.f64N/A
clear-numN/A
flip--N/A
lift--.f64N/A
Applied rewrites59.6%
Taylor expanded in b around -inf
lower-/.f6459.6
Applied rewrites59.6%
Taylor expanded in b around inf
lower-*.f64N/A
sub-negN/A
metadata-evalN/A
lower-fma.f64N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f6496.2
Applied rewrites96.2%
Final simplification92.4%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (fma c (* a -4.0) (* b b)))) (t_1 (- (/ b a))))
(if (<= b -5e+127)
(if (>= b 0.0) t_1 t_1)
(if (<= b -5e-310)
(if (>= b 0.0) (* c (/ (- 2.0) (* b 2.0))) (/ (- t_0 b) (* 2.0 a)))
(if (<= b 5.5e+122)
(if (>= b 0.0) (* c (/ -2.0 (+ b t_0))) (/ (- (- b) b) (* 2.0 a)))
(if (>= b 0.0) (/ c (- b)) t_1))))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma(c, (a * -4.0), (b * b)));
double t_1 = -(b / a);
double tmp_1;
if (b <= -5e+127) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = t_1;
}
tmp_1 = tmp_2;
} else if (b <= -5e-310) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = c * (-2.0 / (b * 2.0));
} else {
tmp_3 = (t_0 - b) / (2.0 * a);
}
tmp_1 = tmp_3;
} else if (b <= 5.5e+122) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = c * (-2.0 / (b + t_0));
} else {
tmp_4 = (-b - b) / (2.0 * a);
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = c / -b;
} else {
tmp_1 = t_1;
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(fma(c, Float64(a * -4.0), Float64(b * b))) t_1 = Float64(-Float64(b / a)) tmp_1 = 0.0 if (b <= -5e+127) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_1; else tmp_2 = t_1; end tmp_1 = tmp_2; elseif (b <= -5e-310) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(c * Float64(Float64(-2.0) / Float64(b * 2.0))); else tmp_3 = Float64(Float64(t_0 - b) / Float64(2.0 * a)); end tmp_1 = tmp_3; elseif (b <= 5.5e+122) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(c * Float64(-2.0 / 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 = Float64(c / Float64(-b)); else tmp_1 = t_1; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(c * N[(a * -4.0), $MachinePrecision] + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = (-N[(b / a), $MachinePrecision])}, If[LessEqual[b, -5e+127], If[GreaterEqual[b, 0.0], t$95$1, t$95$1], If[LessEqual[b, -5e-310], If[GreaterEqual[b, 0.0], N[(c * N[((-2.0) / N[(b * 2.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(t$95$0 - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 5.5e+122], If[GreaterEqual[b, 0.0], N[(c * N[(-2.0 / N[(b + t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(c / (-b)), $MachinePrecision], t$95$1]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(c, a \cdot -4, b \cdot b\right)}\\
t_1 := -\frac{b}{a}\\
\mathbf{if}\;b \leq -5 \cdot 10^{+127}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}\\
\mathbf{elif}\;b \leq -5 \cdot 10^{-310}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;c \cdot \frac{-2}{b \cdot 2}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0 - b}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \leq 5.5 \cdot 10^{+122}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;c \cdot \frac{-2}{b + t\_0}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c}{-b}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}
\end{array}
if b < -5.0000000000000004e127Initial program 41.6%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6498.1
Applied rewrites98.1%
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.f6498.1
Applied rewrites98.1%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f6498.1
Applied rewrites98.1%
if -5.0000000000000004e127 < b < -4.999999999999985e-310Initial program 91.1%
Applied rewrites91.1%
lift-+.f64N/A
+-commutativeN/A
Applied rewrites91.1%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f6491.1
Applied rewrites91.1%
if -4.999999999999985e-310 < b < 5.4999999999999998e122Initial program 87.9%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6487.9
Applied rewrites87.9%
lift-/.f64N/A
lift-*.f64N/A
*-commutativeN/A
associate-/l*N/A
metadata-evalN/A
metadata-evalN/A
lift--.f64N/A
sub-negN/A
lift-neg.f64N/A
distribute-neg-outN/A
lift--.f64N/A
sub-negN/A
lift-*.f64N/A
*-commutativeN/A
distribute-rgt-neg-inN/A
lift-*.f64N/A
distribute-lft-neg-inN/A
metadata-evalN/A
*-commutativeN/A
lift-*.f64N/A
Applied rewrites87.7%
if 5.4999999999999998e122 < b Initial program 59.6%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6459.6
Applied rewrites59.6%
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.f642.3
Applied rewrites2.3%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f642.3
Applied rewrites2.3%
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.f6496.2
Applied rewrites96.2%
Final simplification92.4%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (fma c (* a -4.0) (* b b)))) (t_1 (- (/ b a))))
(if (<= b -5e+127)
(if (>= b 0.0) t_1 t_1)
(if (<= b 4.8e+122)
(if (>= b 0.0) (/ (* c -2.0) (+ b t_0)) (/ (- t_0 b) (* 2.0 a)))
(if (>= b 0.0)
(/ (* 2.0 c) (* b (fma 2.0 (* a (/ c (* b b))) -2.0)))
(/ (- (/ 1.0 (/ -1.0 b)) b) (* 2.0 a)))))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma(c, (a * -4.0), (b * b)));
double t_1 = -(b / a);
double tmp_1;
if (b <= -5e+127) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = t_1;
}
tmp_1 = tmp_2;
} else if (b <= 4.8e+122) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (c * -2.0) / (b + t_0);
} else {
tmp_3 = (t_0 - b) / (2.0 * a);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (2.0 * c) / (b * fma(2.0, (a * (c / (b * b))), -2.0));
} else {
tmp_1 = ((1.0 / (-1.0 / b)) - b) / (2.0 * a);
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(fma(c, Float64(a * -4.0), Float64(b * b))) t_1 = Float64(-Float64(b / a)) tmp_1 = 0.0 if (b <= -5e+127) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_1; else tmp_2 = t_1; end tmp_1 = tmp_2; elseif (b <= 4.8e+122) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(c * -2.0) / Float64(b + t_0)); else tmp_3 = Float64(Float64(t_0 - b) / Float64(2.0 * a)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * c) / Float64(b * fma(2.0, Float64(a * Float64(c / Float64(b * b))), -2.0))); else tmp_1 = Float64(Float64(Float64(1.0 / Float64(-1.0 / b)) - b) / Float64(2.0 * a)); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(c * N[(a * -4.0), $MachinePrecision] + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = (-N[(b / a), $MachinePrecision])}, If[LessEqual[b, -5e+127], If[GreaterEqual[b, 0.0], t$95$1, t$95$1], If[LessEqual[b, 4.8e+122], If[GreaterEqual[b, 0.0], N[(N[(c * -2.0), $MachinePrecision] / N[(b + t$95$0), $MachinePrecision]), $MachinePrecision], N[(N[(t$95$0 - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[(b * N[(2.0 * N[(a * N[(c / N[(b * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + -2.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(N[(1.0 / N[(-1.0 / b), $MachinePrecision]), $MachinePrecision] - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(c, a \cdot -4, b \cdot b\right)}\\
t_1 := -\frac{b}{a}\\
\mathbf{if}\;b \leq -5 \cdot 10^{+127}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}\\
\mathbf{elif}\;b \leq 4.8 \cdot 10^{+122}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{c \cdot -2}{b + t\_0}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0 - b}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{b \cdot \mathsf{fma}\left(2, a \cdot \frac{c}{b \cdot b}, -2\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{\frac{1}{\frac{-1}{b}} - b}{2 \cdot a}\\
\end{array}
\end{array}
if b < -5.0000000000000004e127Initial program 41.6%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6498.1
Applied rewrites98.1%
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.f6498.1
Applied rewrites98.1%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f6498.1
Applied rewrites98.1%
if -5.0000000000000004e127 < b < 4.8000000000000004e122Initial program 89.5%
Applied rewrites89.4%
lift-+.f64N/A
+-commutativeN/A
Applied rewrites89.4%
lift-*.f64N/A
lift-/.f64N/A
associate-*r/N/A
lift-neg.f64N/A
distribute-lft-neg-inN/A
*-commutativeN/A
lift-*.f64N/A
lower-/.f64N/A
lift-*.f64N/A
*-commutativeN/A
distribute-rgt-neg-inN/A
lower-*.f64N/A
metadata-eval89.5
Applied rewrites89.5%
if 4.8000000000000004e122 < b Initial program 59.6%
lift-sqrt.f64N/A
lift--.f64N/A
flip--N/A
clear-numN/A
sqrt-divN/A
metadata-evalN/A
lower-/.f64N/A
lower-sqrt.f64N/A
clear-numN/A
flip--N/A
lift--.f64N/A
Applied rewrites59.6%
Taylor expanded in b around -inf
lower-/.f6459.6
Applied rewrites59.6%
Taylor expanded in b around inf
lower-*.f64N/A
sub-negN/A
metadata-evalN/A
lower-fma.f64N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f6496.2
Applied rewrites96.2%
Final simplification92.4%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (fma c (* a -4.0) (* b b)))) (t_1 (- (/ b a))))
(if (<= b -5e+127)
(if (>= b 0.0) t_1 t_1)
(if (<= b 5.5e+122)
(if (>= b 0.0) (/ (* c -2.0) (+ b t_0)) (/ (- t_0 b) (* 2.0 a)))
(if (>= b 0.0) (/ c (- b)) t_1)))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma(c, (a * -4.0), (b * b)));
double t_1 = -(b / a);
double tmp_1;
if (b <= -5e+127) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = t_1;
}
tmp_1 = tmp_2;
} else if (b <= 5.5e+122) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (c * -2.0) / (b + t_0);
} else {
tmp_3 = (t_0 - b) / (2.0 * a);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = c / -b;
} else {
tmp_1 = t_1;
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(fma(c, Float64(a * -4.0), Float64(b * b))) t_1 = Float64(-Float64(b / a)) tmp_1 = 0.0 if (b <= -5e+127) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_1; else tmp_2 = t_1; end tmp_1 = tmp_2; elseif (b <= 5.5e+122) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(c * -2.0) / Float64(b + t_0)); else tmp_3 = Float64(Float64(t_0 - b) / Float64(2.0 * a)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(c / Float64(-b)); else tmp_1 = t_1; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(c * N[(a * -4.0), $MachinePrecision] + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = (-N[(b / a), $MachinePrecision])}, If[LessEqual[b, -5e+127], If[GreaterEqual[b, 0.0], t$95$1, t$95$1], If[LessEqual[b, 5.5e+122], If[GreaterEqual[b, 0.0], N[(N[(c * -2.0), $MachinePrecision] / N[(b + t$95$0), $MachinePrecision]), $MachinePrecision], N[(N[(t$95$0 - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(c / (-b)), $MachinePrecision], t$95$1]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(c, a \cdot -4, b \cdot b\right)}\\
t_1 := -\frac{b}{a}\\
\mathbf{if}\;b \leq -5 \cdot 10^{+127}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}\\
\mathbf{elif}\;b \leq 5.5 \cdot 10^{+122}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{c \cdot -2}{b + t\_0}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0 - b}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c}{-b}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}
\end{array}
if b < -5.0000000000000004e127Initial program 41.6%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6498.1
Applied rewrites98.1%
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.f6498.1
Applied rewrites98.1%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f6498.1
Applied rewrites98.1%
if -5.0000000000000004e127 < b < 5.4999999999999998e122Initial program 89.5%
Applied rewrites89.4%
lift-+.f64N/A
+-commutativeN/A
Applied rewrites89.4%
lift-*.f64N/A
lift-/.f64N/A
associate-*r/N/A
lift-neg.f64N/A
distribute-lft-neg-inN/A
*-commutativeN/A
lift-*.f64N/A
lower-/.f64N/A
lift-*.f64N/A
*-commutativeN/A
distribute-rgt-neg-inN/A
lower-*.f64N/A
metadata-eval89.5
Applied rewrites89.5%
if 5.4999999999999998e122 < b Initial program 59.6%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6459.6
Applied rewrites59.6%
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.f642.3
Applied rewrites2.3%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f642.3
Applied rewrites2.3%
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.f6496.2
Applied rewrites96.2%
Final simplification92.4%
(FPCore (a b c)
:precision binary64
(if (<= b 5.5e+122)
(if (>= b 0.0)
(* c (/ -2.0 (+ b (sqrt (fma c (* a -4.0) (* b b))))))
(/ (- (- b) b) (* 2.0 a)))
(if (>= b 0.0) (/ c (- b)) (- (/ b a)))))
double code(double a, double b, double c) {
double tmp_1;
if (b <= 5.5e+122) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = c * (-2.0 / (b + sqrt(fma(c, (a * -4.0), (b * b)))));
} else {
tmp_2 = (-b - b) / (2.0 * a);
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = c / -b;
} else {
tmp_1 = -(b / a);
}
return tmp_1;
}
function code(a, b, c) tmp_1 = 0.0 if (b <= 5.5e+122) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(c * Float64(-2.0 / Float64(b + sqrt(fma(c, Float64(a * -4.0), Float64(b * b)))))); else tmp_2 = Float64(Float64(Float64(-b) - b) / Float64(2.0 * a)); end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = Float64(c / Float64(-b)); else tmp_1 = Float64(-Float64(b / a)); end return tmp_1 end
code[a_, b_, c_] := If[LessEqual[b, 5.5e+122], If[GreaterEqual[b, 0.0], N[(c * N[(-2.0 / N[(b + N[Sqrt[N[(c * N[(a * -4.0), $MachinePrecision] + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(c / (-b)), $MachinePrecision], (-N[(b / a), $MachinePrecision])]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq 5.5 \cdot 10^{+122}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;c \cdot \frac{-2}{b + \sqrt{\mathsf{fma}\left(c, a \cdot -4, b \cdot b\right)}}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c}{-b}\\
\mathbf{else}:\\
\;\;\;\;-\frac{b}{a}\\
\end{array}
\end{array}
if b < 5.4999999999999998e122Initial program 78.1%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6476.2
Applied rewrites76.2%
lift-/.f64N/A
lift-*.f64N/A
*-commutativeN/A
associate-/l*N/A
metadata-evalN/A
metadata-evalN/A
lift--.f64N/A
sub-negN/A
lift-neg.f64N/A
distribute-neg-outN/A
lift--.f64N/A
sub-negN/A
lift-*.f64N/A
*-commutativeN/A
distribute-rgt-neg-inN/A
lift-*.f64N/A
distribute-lft-neg-inN/A
metadata-evalN/A
*-commutativeN/A
lift-*.f64N/A
Applied rewrites76.1%
if 5.4999999999999998e122 < b Initial program 59.6%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6459.6
Applied rewrites59.6%
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.f642.3
Applied rewrites2.3%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f642.3
Applied rewrites2.3%
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.f6496.2
Applied rewrites96.2%
Final simplification80.0%
(FPCore (a b c)
:precision binary64
(if (<= b 6.4e-126)
(if (>= b 0.0)
(/ (* 2.0 c) (- (- b) (sqrt (* -4.0 (* c a)))))
(/ (- (- b) b) (* 2.0 a)))
(if (>= b 0.0) (/ c (- b)) (- (/ b a)))))
double code(double a, double b, double c) {
double tmp_1;
if (b <= 6.4e-126) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (2.0 * c) / (-b - sqrt((-4.0 * (c * a))));
} else {
tmp_2 = (-b - b) / (2.0 * a);
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = c / -b;
} 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 <= 6.4d-126) then
if (b >= 0.0d0) then
tmp_2 = (2.0d0 * c) / (-b - sqrt(((-4.0d0) * (c * a))))
else
tmp_2 = (-b - b) / (2.0d0 * a)
end if
tmp_1 = tmp_2
else if (b >= 0.0d0) then
tmp_1 = c / -b
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 <= 6.4e-126) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (2.0 * c) / (-b - Math.sqrt((-4.0 * (c * a))));
} else {
tmp_2 = (-b - b) / (2.0 * a);
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = c / -b;
} else {
tmp_1 = -(b / a);
}
return tmp_1;
}
def code(a, b, c): tmp_1 = 0 if b <= 6.4e-126: tmp_2 = 0 if b >= 0.0: tmp_2 = (2.0 * c) / (-b - math.sqrt((-4.0 * (c * a)))) else: tmp_2 = (-b - b) / (2.0 * a) tmp_1 = tmp_2 elif b >= 0.0: tmp_1 = c / -b else: tmp_1 = -(b / a) return tmp_1
function code(a, b, c) tmp_1 = 0.0 if (b <= 6.4e-126) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(2.0 * c) / Float64(Float64(-b) - sqrt(Float64(-4.0 * Float64(c * a))))); else tmp_2 = Float64(Float64(Float64(-b) - b) / Float64(2.0 * a)); end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = Float64(c / Float64(-b)); 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 <= 6.4e-126) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = (2.0 * c) / (-b - sqrt((-4.0 * (c * a)))); else tmp_3 = (-b - b) / (2.0 * a); end tmp_2 = tmp_3; elseif (b >= 0.0) tmp_2 = c / -b; else tmp_2 = -(b / a); end tmp_4 = tmp_2; end
code[a_, b_, c_] := If[LessEqual[b, 6.4e-126], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) - N[Sqrt[N[(-4.0 * N[(c * a), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(c / (-b)), $MachinePrecision], (-N[(b / a), $MachinePrecision])]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq 6.4 \cdot 10^{-126}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \sqrt{-4 \cdot \left(c \cdot a\right)}}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c}{-b}\\
\mathbf{else}:\\
\;\;\;\;-\frac{b}{a}\\
\end{array}
\end{array}
if b < 6.4000000000000002e-126Initial program 74.6%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6472.0
Applied rewrites72.0%
Taylor expanded in b around 0
*-commutativeN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f6472.0
Applied rewrites72.0%
if 6.4000000000000002e-126 < b Initial program 74.3%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6474.3
Applied rewrites74.3%
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.f642.7
Applied rewrites2.7%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f642.7
Applied rewrites2.7%
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.f6484.8
Applied rewrites84.8%
Final simplification77.3%
(FPCore (a b c)
:precision binary64
(if (<= b 6.4e-126)
(if (>= b 0.0)
(* c (/ 2.0 (- (- b) (sqrt (* c (* a -4.0))))))
(/ (- (- b) b) (* 2.0 a)))
(if (>= b 0.0) (/ c (- b)) (- (/ b a)))))
double code(double a, double b, double c) {
double tmp_1;
if (b <= 6.4e-126) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = c * (2.0 / (-b - sqrt((c * (a * -4.0)))));
} else {
tmp_2 = (-b - b) / (2.0 * a);
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = c / -b;
} 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 <= 6.4d-126) then
if (b >= 0.0d0) then
tmp_2 = c * (2.0d0 / (-b - sqrt((c * (a * (-4.0d0))))))
else
tmp_2 = (-b - b) / (2.0d0 * a)
end if
tmp_1 = tmp_2
else if (b >= 0.0d0) then
tmp_1 = c / -b
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 <= 6.4e-126) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = c * (2.0 / (-b - Math.sqrt((c * (a * -4.0)))));
} else {
tmp_2 = (-b - b) / (2.0 * a);
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = c / -b;
} else {
tmp_1 = -(b / a);
}
return tmp_1;
}
def code(a, b, c): tmp_1 = 0 if b <= 6.4e-126: tmp_2 = 0 if b >= 0.0: tmp_2 = c * (2.0 / (-b - math.sqrt((c * (a * -4.0))))) else: tmp_2 = (-b - b) / (2.0 * a) tmp_1 = tmp_2 elif b >= 0.0: tmp_1 = c / -b else: tmp_1 = -(b / a) return tmp_1
function code(a, b, c) tmp_1 = 0.0 if (b <= 6.4e-126) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(c * Float64(2.0 / Float64(Float64(-b) - sqrt(Float64(c * Float64(a * -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(c / Float64(-b)); 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 <= 6.4e-126) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = c * (2.0 / (-b - sqrt((c * (a * -4.0))))); else tmp_3 = (-b - b) / (2.0 * a); end tmp_2 = tmp_3; elseif (b >= 0.0) tmp_2 = c / -b; else tmp_2 = -(b / a); end tmp_4 = tmp_2; end
code[a_, b_, c_] := If[LessEqual[b, 6.4e-126], If[GreaterEqual[b, 0.0], N[(c * N[(2.0 / N[((-b) - N[Sqrt[N[(c * N[(a * -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[(c / (-b)), $MachinePrecision], (-N[(b / a), $MachinePrecision])]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq 6.4 \cdot 10^{-126}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;c \cdot \frac{2}{\left(-b\right) - \sqrt{c \cdot \left(a \cdot -4\right)}}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c}{-b}\\
\mathbf{else}:\\
\;\;\;\;-\frac{b}{a}\\
\end{array}
\end{array}
if b < 6.4000000000000002e-126Initial program 74.6%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6472.0
Applied rewrites72.0%
Taylor expanded in b around 0
*-commutativeN/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f6472.0
Applied rewrites72.0%
lift-/.f64N/A
lift-*.f64N/A
*-commutativeN/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f6472.0
Applied rewrites72.0%
if 6.4000000000000002e-126 < b Initial program 74.3%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6474.3
Applied rewrites74.3%
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.f642.7
Applied rewrites2.7%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f642.7
Applied rewrites2.7%
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.f6484.8
Applied rewrites84.8%
Final simplification77.2%
(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 / Float64(-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 74.5%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6472.9
Applied rewrites72.9%
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.f6435.5
Applied rewrites35.5%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f6435.5
Applied rewrites35.5%
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.f6469.8
Applied rewrites69.8%
(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(-Float64(b / a)) tmp = 0.0 if (b >= 0.0) tmp = t_0; else tmp = t_0; end return tmp end
function tmp_2 = code(a, b, c) t_0 = -(b / a); tmp = 0.0; if (b >= 0.0) tmp = t_0; else tmp = t_0; end tmp_2 = tmp; end
code[a_, b_, c_] := Block[{t$95$0 = (-N[(b / a), $MachinePrecision])}, If[GreaterEqual[b, 0.0], t$95$0, t$95$0]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := -\frac{b}{a}\\
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
Initial program 74.5%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6472.9
Applied rewrites72.9%
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.f6435.5
Applied rewrites35.5%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f6435.5
Applied rewrites35.5%
Final simplification35.5%
herbie shell --seed 2024233
(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))))