
(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 12 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 (/ (- b) a)))
(if (<= b -1.75e+135)
(if (>= b 0.0) t_0 t_0)
(if (<= b 1e+140)
(if (>= b 0.0)
(/ (* 2.0 c) (- (- b) (sqrt (- (* b b) (* c (* 4.0 a))))))
(/ (- (sqrt (fma (* c (- a)) 4.0 (* b b))) b) (* 2.0 a)))
(if (>= b 0.0)
(/ (* 2.0 c) (* 2.0 (fma a (/ c b) (- b))))
(/ (- (- b) b) (* 2.0 a)))))))
double code(double a, double b, double c) {
double t_0 = -b / a;
double tmp_1;
if (b <= -1.75e+135) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_0;
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b <= 1e+140) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (2.0 * c) / (-b - sqrt(((b * b) - (c * (4.0 * a)))));
} else {
tmp_3 = (sqrt(fma((c * -a), 4.0, (b * b))) - b) / (2.0 * a);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (2.0 * c) / (2.0 * fma(a, (c / b), -b));
} else {
tmp_1 = (-b - b) / (2.0 * a);
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(-b) / a) tmp_1 = 0.0 if (b <= -1.75e+135) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_0; else tmp_2 = t_0; end tmp_1 = tmp_2; elseif (b <= 1e+140) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(2.0 * c) / Float64(Float64(-b) - sqrt(Float64(Float64(b * b) - Float64(c * Float64(4.0 * a)))))); else tmp_3 = Float64(Float64(sqrt(fma(Float64(c * Float64(-a)), 4.0, Float64(b * b))) - b) / Float64(2.0 * a)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * c) / Float64(2.0 * fma(a, Float64(c / b), Float64(-b)))); else tmp_1 = Float64(Float64(Float64(-b) - b) / Float64(2.0 * a)); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[((-b) / a), $MachinePrecision]}, If[LessEqual[b, -1.75e+135], If[GreaterEqual[b, 0.0], t$95$0, t$95$0], If[LessEqual[b, 1e+140], 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[(N[Sqrt[N[(N[(c * (-a)), $MachinePrecision] * 4.0 + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[(2.0 * N[(a * N[(c / b), $MachinePrecision] + (-b)), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{-b}{a}\\
\mathbf{if}\;b \leq -1.75 \cdot 10^{+135}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \leq 10^{+140}:\\
\;\;\;\;\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{\sqrt{\mathsf{fma}\left(c \cdot \left(-a\right), 4, b \cdot b\right)} - b}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{2 \cdot \mathsf{fma}\left(a, \frac{c}{b}, -b\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\
\end{array}
\end{array}
if b < -1.7500000000000001e135Initial program 45.8%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f6445.8
Applied rewrites45.8%
Taylor expanded in b around -inf
*-commutativeN/A
lower-*.f6492.4
Applied rewrites92.4%
Taylor expanded in b around -inf
mul-1-negN/A
distribute-neg-frac2N/A
mul-1-negN/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6492.4
Applied rewrites92.4%
Taylor expanded in b around -inf
mul-1-negN/A
distribute-neg-frac2N/A
mul-1-negN/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6492.4
Applied rewrites92.4%
if -1.7500000000000001e135 < b < 1.00000000000000006e140Initial program 86.6%
lift--.f64N/A
sub-negN/A
+-commutativeN/A
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
*-commutativeN/A
distribute-lft-neg-inN/A
lower-fma.f64N/A
*-commutativeN/A
distribute-rgt-neg-inN/A
lower-*.f64N/A
lower-neg.f6486.6
Applied rewrites86.6%
if 1.00000000000000006e140 < b Initial program 41.9%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6441.9
Applied rewrites41.9%
Taylor expanded in a around 0
distribute-lft-out--N/A
lower-*.f64N/A
sub-negN/A
associate-/l*N/A
lower-fma.f64N/A
lower-/.f64N/A
lower-neg.f64100.0
Applied rewrites100.0%
Final simplification90.1%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (- (* b b) (* c (* 4.0 a))))) (t_1 (/ (- b) a)))
(if (<= b -1.75e+135)
(if (>= b 0.0) t_1 t_1)
(if (<= b 1e+140)
(if (>= b 0.0) (/ (* 2.0 c) (- (- b) t_0)) (/ (- t_0 b) (* 2.0 a)))
(if (>= b 0.0)
(/ (* 2.0 c) (* 2.0 (fma a (/ c b) (- b))))
(/ (- (- b) b) (* 2.0 a)))))))
double code(double a, double b, double c) {
double t_0 = sqrt(((b * b) - (c * (4.0 * a))));
double t_1 = -b / a;
double tmp_1;
if (b <= -1.75e+135) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = t_1;
}
tmp_1 = tmp_2;
} else if (b <= 1e+140) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (2.0 * c) / (-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) / (2.0 * fma(a, (c / b), -b));
} else {
tmp_1 = (-b - b) / (2.0 * a);
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(Float64(Float64(b * b) - Float64(c * Float64(4.0 * a)))) t_1 = Float64(Float64(-b) / a) tmp_1 = 0.0 if (b <= -1.75e+135) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_1; else tmp_2 = t_1; end tmp_1 = tmp_2; elseif (b <= 1e+140) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(2.0 * c) / Float64(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(2.0 * fma(a, Float64(c / b), Float64(-b)))); else tmp_1 = Float64(Float64(Float64(-b) - b) / Float64(2.0 * a)); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(c * N[(4.0 * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = N[((-b) / a), $MachinePrecision]}, If[LessEqual[b, -1.75e+135], If[GreaterEqual[b, 0.0], t$95$1, t$95$1], If[LessEqual[b, 1e+140], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $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[(2.0 * N[(a * N[(c / b), $MachinePrecision] + (-b)), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{b \cdot b - c \cdot \left(4 \cdot a\right)}\\
t_1 := \frac{-b}{a}\\
\mathbf{if}\;b \leq -1.75 \cdot 10^{+135}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}\\
\mathbf{elif}\;b \leq 10^{+140}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) - t\_0}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0 - b}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{2 \cdot \mathsf{fma}\left(a, \frac{c}{b}, -b\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\
\end{array}
\end{array}
if b < -1.7500000000000001e135Initial program 45.8%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f6445.8
Applied rewrites45.8%
Taylor expanded in b around -inf
*-commutativeN/A
lower-*.f6492.4
Applied rewrites92.4%
Taylor expanded in b around -inf
mul-1-negN/A
distribute-neg-frac2N/A
mul-1-negN/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6492.4
Applied rewrites92.4%
Taylor expanded in b around -inf
mul-1-negN/A
distribute-neg-frac2N/A
mul-1-negN/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6492.4
Applied rewrites92.4%
if -1.7500000000000001e135 < b < 1.00000000000000006e140Initial program 86.6%
if 1.00000000000000006e140 < b Initial program 41.9%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6441.9
Applied rewrites41.9%
Taylor expanded in a around 0
distribute-lft-out--N/A
lower-*.f64N/A
sub-negN/A
associate-/l*N/A
lower-fma.f64N/A
lower-/.f64N/A
lower-neg.f64100.0
Applied rewrites100.0%
Final simplification90.1%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (- (- b) b) (* 2.0 a)))
(t_1 (/ (* 2.0 c) (* b -2.0)))
(t_2 (sqrt (* (* c a) -4.0))))
(if (<= b -1.22e-60)
(if (>= b 0.0) t_1 (- (/ c b) (/ b a)))
(if (<= b -5e-310)
(if (>= b 0.0) t_1 (/ (- t_2 b) (* 2.0 a)))
(if (<= b 5.4e-51)
(if (>= b 0.0) (/ (* 2.0 c) (- (- b) t_2)) t_0)
(if (>= b 0.0) (/ (* 2.0 c) (* 2.0 (fma a (/ c b) (- b)))) t_0))))))
double code(double a, double b, double c) {
double t_0 = (-b - b) / (2.0 * a);
double t_1 = (2.0 * c) / (b * -2.0);
double t_2 = sqrt(((c * a) * -4.0));
double tmp_1;
if (b <= -1.22e-60) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = (c / b) - (b / a);
}
tmp_1 = tmp_2;
} else if (b <= -5e-310) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_1;
} else {
tmp_3 = (t_2 - b) / (2.0 * a);
}
tmp_1 = tmp_3;
} else if (b <= 5.4e-51) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = (2.0 * c) / (-b - t_2);
} else {
tmp_4 = t_0;
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = (2.0 * c) / (2.0 * fma(a, (c / b), -b));
} else {
tmp_1 = t_0;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(Float64(-b) - b) / Float64(2.0 * a)) t_1 = Float64(Float64(2.0 * c) / Float64(b * -2.0)) t_2 = sqrt(Float64(Float64(c * a) * -4.0)) tmp_1 = 0.0 if (b <= -1.22e-60) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_1; else tmp_2 = Float64(Float64(c / b) - Float64(b / a)); end tmp_1 = tmp_2; elseif (b <= -5e-310) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = t_1; else tmp_3 = Float64(Float64(t_2 - b) / Float64(2.0 * a)); end tmp_1 = tmp_3; elseif (b <= 5.4e-51) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(Float64(2.0 * c) / Float64(Float64(-b) - t_2)); else tmp_4 = t_0; end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * c) / Float64(2.0 * fma(a, Float64(c / b), Float64(-b)))); else tmp_1 = t_0; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(N[(2.0 * c), $MachinePrecision] / N[(b * -2.0), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$2 = N[Sqrt[N[(N[(c * a), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -1.22e-60], If[GreaterEqual[b, 0.0], t$95$1, N[(N[(c / b), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, -5e-310], If[GreaterEqual[b, 0.0], t$95$1, N[(N[(t$95$2 - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 5.4e-51], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) - t$95$2), $MachinePrecision]), $MachinePrecision], t$95$0], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[(2.0 * N[(a * N[(c / b), $MachinePrecision] + (-b)), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], t$95$0]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{\left(-b\right) - b}{2 \cdot a}\\
t_1 := \frac{2 \cdot c}{b \cdot -2}\\
t_2 := \sqrt{\left(c \cdot a\right) \cdot -4}\\
\mathbf{if}\;b \leq -1.22 \cdot 10^{-60}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{b} - \frac{b}{a}\\
\end{array}\\
\mathbf{elif}\;b \leq -5 \cdot 10^{-310}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_2 - b}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \leq 5.4 \cdot 10^{-51}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) - t\_2}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{2 \cdot \mathsf{fma}\left(a, \frac{c}{b}, -b\right)}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < -1.22e-60Initial program 71.8%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f6471.8
Applied rewrites71.8%
Taylor expanded in b around -inf
mul-1-negN/A
*-commutativeN/A
distribute-rgt-neg-inN/A
lower-*.f64N/A
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f64N/A
lower-neg.f6482.7
Applied rewrites82.7%
Taylor expanded in a around inf
Applied rewrites82.9%
if -1.22e-60 < b < -4.999999999999985e-310Initial program 81.3%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f6481.3
Applied rewrites81.3%
Taylor expanded in b around 0
*-commutativeN/A
lower-*.f64N/A
lower-*.f6469.2
Applied rewrites69.2%
if -4.999999999999985e-310 < b < 5.3999999999999994e-51Initial program 76.5%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6476.5
Applied rewrites76.5%
Taylor expanded in b around 0
*-commutativeN/A
lower-*.f64N/A
lower-*.f6462.6
Applied rewrites62.6%
if 5.3999999999999994e-51 < b Initial program 66.4%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6466.4
Applied rewrites66.4%
Taylor expanded in a around 0
distribute-lft-out--N/A
lower-*.f64N/A
sub-negN/A
associate-/l*N/A
lower-fma.f64N/A
lower-/.f64N/A
lower-neg.f6493.2
Applied rewrites93.2%
Final simplification82.1%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (fma (* c a) -4.0 (* b b)))) (t_1 (/ (- b) a)))
(if (<= b -1.75e+135)
(if (>= b 0.0) t_1 t_1)
(if (<= b 1e+140)
(if (>= b 0.0) (/ (* c -2.0) (+ b t_0)) (/ (* 0.5 (- t_0 b)) a))
(if (>= b 0.0)
(/ (* 2.0 c) (* 2.0 (fma a (/ c b) (- b))))
(/ (- (- b) b) (* 2.0 a)))))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma((c * a), -4.0, (b * b)));
double t_1 = -b / a;
double tmp_1;
if (b <= -1.75e+135) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = t_1;
}
tmp_1 = tmp_2;
} else if (b <= 1e+140) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (c * -2.0) / (b + t_0);
} else {
tmp_3 = (0.5 * (t_0 - b)) / a;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (2.0 * c) / (2.0 * fma(a, (c / b), -b));
} else {
tmp_1 = (-b - b) / (2.0 * a);
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(fma(Float64(c * a), -4.0, Float64(b * b))) t_1 = Float64(Float64(-b) / a) tmp_1 = 0.0 if (b <= -1.75e+135) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_1; else tmp_2 = t_1; end tmp_1 = tmp_2; elseif (b <= 1e+140) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(c * -2.0) / Float64(b + t_0)); else tmp_3 = Float64(Float64(0.5 * Float64(t_0 - b)) / a); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * c) / Float64(2.0 * fma(a, Float64(c / b), Float64(-b)))); else tmp_1 = Float64(Float64(Float64(-b) - b) / Float64(2.0 * a)); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(c * a), $MachinePrecision] * -4.0 + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = N[((-b) / a), $MachinePrecision]}, If[LessEqual[b, -1.75e+135], If[GreaterEqual[b, 0.0], t$95$1, t$95$1], If[LessEqual[b, 1e+140], If[GreaterEqual[b, 0.0], N[(N[(c * -2.0), $MachinePrecision] / N[(b + t$95$0), $MachinePrecision]), $MachinePrecision], N[(N[(0.5 * N[(t$95$0 - b), $MachinePrecision]), $MachinePrecision] / a), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[(2.0 * N[(a * N[(c / b), $MachinePrecision] + (-b)), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(c \cdot a, -4, b \cdot b\right)}\\
t_1 := \frac{-b}{a}\\
\mathbf{if}\;b \leq -1.75 \cdot 10^{+135}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}\\
\mathbf{elif}\;b \leq 10^{+140}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{c \cdot -2}{b + t\_0}\\
\mathbf{else}:\\
\;\;\;\;\frac{0.5 \cdot \left(t\_0 - b\right)}{a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{2 \cdot \mathsf{fma}\left(a, \frac{c}{b}, -b\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\
\end{array}
\end{array}
if b < -1.7500000000000001e135Initial program 45.8%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f6445.8
Applied rewrites45.8%
Taylor expanded in b around -inf
*-commutativeN/A
lower-*.f6492.4
Applied rewrites92.4%
Taylor expanded in b around -inf
mul-1-negN/A
distribute-neg-frac2N/A
mul-1-negN/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6492.4
Applied rewrites92.4%
Taylor expanded in b around -inf
mul-1-negN/A
distribute-neg-frac2N/A
mul-1-negN/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6492.4
Applied rewrites92.4%
if -1.7500000000000001e135 < b < 1.00000000000000006e140Initial program 86.6%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f6474.1
Applied rewrites74.1%
Taylor expanded in b around 0
lower->=.f64N/A
associate-*r/N/A
lower-/.f64N/A
lower-*.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
cancel-sign-sub-invN/A
metadata-evalN/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
Applied rewrites86.6%
if 1.00000000000000006e140 < b Initial program 41.9%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6441.9
Applied rewrites41.9%
Taylor expanded in a around 0
distribute-lft-out--N/A
lower-*.f64N/A
sub-negN/A
associate-/l*N/A
lower-fma.f64N/A
lower-/.f64N/A
lower-neg.f64100.0
Applied rewrites100.0%
Final simplification90.1%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (- b) a)))
(if (<= b -1.75e+135)
(if (>= b 0.0) t_0 t_0)
(if (<= b 1.78e+140)
(if (>= b 0.0)
(* c (/ -2.0 (+ b (sqrt (fma c (* a -4.0) (* b b))))))
(/ (* 0.5 (- (sqrt (fma (* c a) -4.0 (* b b))) b)) a))
(if (>= b 0.0)
(/ (* 2.0 c) (* 2.0 (fma a (/ c b) (- b))))
(/ (- (- b) b) (* 2.0 a)))))))
double code(double a, double b, double c) {
double t_0 = -b / a;
double tmp_1;
if (b <= -1.75e+135) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_0;
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b <= 1.78e+140) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = c * (-2.0 / (b + sqrt(fma(c, (a * -4.0), (b * b)))));
} else {
tmp_3 = (0.5 * (sqrt(fma((c * a), -4.0, (b * b))) - b)) / a;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (2.0 * c) / (2.0 * fma(a, (c / b), -b));
} else {
tmp_1 = (-b - b) / (2.0 * a);
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(-b) / a) tmp_1 = 0.0 if (b <= -1.75e+135) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_0; else tmp_2 = t_0; end tmp_1 = tmp_2; elseif (b <= 1.78e+140) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(c * Float64(-2.0 / Float64(b + sqrt(fma(c, Float64(a * -4.0), Float64(b * b)))))); else tmp_3 = Float64(Float64(0.5 * Float64(sqrt(fma(Float64(c * a), -4.0, Float64(b * b))) - b)) / a); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * c) / Float64(2.0 * fma(a, Float64(c / b), Float64(-b)))); else tmp_1 = Float64(Float64(Float64(-b) - b) / Float64(2.0 * a)); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[((-b) / a), $MachinePrecision]}, If[LessEqual[b, -1.75e+135], If[GreaterEqual[b, 0.0], t$95$0, t$95$0], If[LessEqual[b, 1.78e+140], 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[(0.5 * N[(N[Sqrt[N[(N[(c * a), $MachinePrecision] * -4.0 + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision]), $MachinePrecision] / a), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[(2.0 * N[(a * N[(c / b), $MachinePrecision] + (-b)), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{-b}{a}\\
\mathbf{if}\;b \leq -1.75 \cdot 10^{+135}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \leq 1.78 \cdot 10^{+140}:\\
\;\;\;\;\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{0.5 \cdot \left(\sqrt{\mathsf{fma}\left(c \cdot a, -4, b \cdot b\right)} - b\right)}{a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{2 \cdot \mathsf{fma}\left(a, \frac{c}{b}, -b\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\
\end{array}
\end{array}
if b < -1.7500000000000001e135Initial program 45.8%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f6445.8
Applied rewrites45.8%
Taylor expanded in b around -inf
*-commutativeN/A
lower-*.f6492.4
Applied rewrites92.4%
Taylor expanded in b around -inf
mul-1-negN/A
distribute-neg-frac2N/A
mul-1-negN/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6492.4
Applied rewrites92.4%
Taylor expanded in b around -inf
mul-1-negN/A
distribute-neg-frac2N/A
mul-1-negN/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6492.4
Applied rewrites92.4%
if -1.7500000000000001e135 < b < 1.78e140Initial program 86.6%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f6474.1
Applied rewrites74.1%
Taylor expanded in b around 0
lower->=.f64N/A
associate-*r/N/A
lower-/.f64N/A
lower-*.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
cancel-sign-sub-invN/A
metadata-evalN/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
Applied rewrites86.6%
Applied rewrites86.5%
if 1.78e140 < b Initial program 41.9%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6441.9
Applied rewrites41.9%
Taylor expanded in a around 0
distribute-lft-out--N/A
lower-*.f64N/A
sub-negN/A
associate-/l*N/A
lower-fma.f64N/A
lower-/.f64N/A
lower-neg.f64100.0
Applied rewrites100.0%
Final simplification90.0%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (* 2.0 c) (* b -2.0))))
(if (<= b -1.22e-60)
(if (>= b 0.0) t_0 (- (/ c b) (/ b a)))
(if (>= b 0.0) t_0 (/ (- (sqrt (* (* c a) -4.0)) b) (* 2.0 a))))))
double code(double a, double b, double c) {
double t_0 = (2.0 * c) / (b * -2.0);
double tmp_1;
if (b <= -1.22e-60) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_0;
} else {
tmp_2 = (c / b) - (b / a);
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = t_0;
} else {
tmp_1 = (sqrt(((c * a) * -4.0)) - b) / (2.0 * 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
t_0 = (2.0d0 * c) / (b * (-2.0d0))
if (b <= (-1.22d-60)) then
if (b >= 0.0d0) then
tmp_2 = t_0
else
tmp_2 = (c / b) - (b / a)
end if
tmp_1 = tmp_2
else if (b >= 0.0d0) then
tmp_1 = t_0
else
tmp_1 = (sqrt(((c * a) * (-4.0d0))) - b) / (2.0d0 * a)
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double t_0 = (2.0 * c) / (b * -2.0);
double tmp_1;
if (b <= -1.22e-60) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_0;
} else {
tmp_2 = (c / b) - (b / a);
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = t_0;
} else {
tmp_1 = (Math.sqrt(((c * a) * -4.0)) - b) / (2.0 * a);
}
return tmp_1;
}
def code(a, b, c): t_0 = (2.0 * c) / (b * -2.0) tmp_1 = 0 if b <= -1.22e-60: tmp_2 = 0 if b >= 0.0: tmp_2 = t_0 else: tmp_2 = (c / b) - (b / a) tmp_1 = tmp_2 elif b >= 0.0: tmp_1 = t_0 else: tmp_1 = (math.sqrt(((c * a) * -4.0)) - b) / (2.0 * a) return tmp_1
function code(a, b, c) t_0 = Float64(Float64(2.0 * c) / Float64(b * -2.0)) tmp_1 = 0.0 if (b <= -1.22e-60) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_0; else tmp_2 = Float64(Float64(c / b) - Float64(b / a)); end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = t_0; else tmp_1 = Float64(Float64(sqrt(Float64(Float64(c * a) * -4.0)) - b) / Float64(2.0 * a)); end return tmp_1 end
function tmp_4 = code(a, b, c) t_0 = (2.0 * c) / (b * -2.0); tmp_2 = 0.0; if (b <= -1.22e-60) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = t_0; else tmp_3 = (c / b) - (b / a); end tmp_2 = tmp_3; elseif (b >= 0.0) tmp_2 = t_0; else tmp_2 = (sqrt(((c * a) * -4.0)) - b) / (2.0 * a); end tmp_4 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(2.0 * c), $MachinePrecision] / N[(b * -2.0), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, -1.22e-60], If[GreaterEqual[b, 0.0], t$95$0, N[(N[(c / b), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], t$95$0, N[(N[(N[Sqrt[N[(N[(c * a), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{2 \cdot c}{b \cdot -2}\\
\mathbf{if}\;b \leq -1.22 \cdot 10^{-60}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{b} - \frac{b}{a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{\left(c \cdot a\right) \cdot -4} - b}{2 \cdot a}\\
\end{array}
\end{array}
if b < -1.22e-60Initial program 71.8%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f6471.8
Applied rewrites71.8%
Taylor expanded in b around -inf
mul-1-negN/A
*-commutativeN/A
distribute-rgt-neg-inN/A
lower-*.f64N/A
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f64N/A
lower-neg.f6482.7
Applied rewrites82.7%
Taylor expanded in a around inf
Applied rewrites82.9%
if -1.22e-60 < b Initial program 71.8%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f6476.9
Applied rewrites76.9%
Taylor expanded in b around 0
*-commutativeN/A
lower-*.f64N/A
lower-*.f6474.3
Applied rewrites74.3%
Final simplification77.4%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (* 2.0 c) (* b -2.0))))
(if (<= b -1.22e-60)
(if (>= b 0.0) t_0 (- (/ c b) (/ b a)))
(if (>= b 0.0) t_0 (/ (- (sqrt (* c (* a -4.0))) b) (* 2.0 a))))))
double code(double a, double b, double c) {
double t_0 = (2.0 * c) / (b * -2.0);
double tmp_1;
if (b <= -1.22e-60) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_0;
} else {
tmp_2 = (c / b) - (b / a);
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = t_0;
} else {
tmp_1 = (sqrt((c * (a * -4.0))) - b) / (2.0 * 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
t_0 = (2.0d0 * c) / (b * (-2.0d0))
if (b <= (-1.22d-60)) then
if (b >= 0.0d0) then
tmp_2 = t_0
else
tmp_2 = (c / b) - (b / a)
end if
tmp_1 = tmp_2
else if (b >= 0.0d0) then
tmp_1 = t_0
else
tmp_1 = (sqrt((c * (a * (-4.0d0)))) - b) / (2.0d0 * a)
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double t_0 = (2.0 * c) / (b * -2.0);
double tmp_1;
if (b <= -1.22e-60) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_0;
} else {
tmp_2 = (c / b) - (b / a);
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = t_0;
} else {
tmp_1 = (Math.sqrt((c * (a * -4.0))) - b) / (2.0 * a);
}
return tmp_1;
}
def code(a, b, c): t_0 = (2.0 * c) / (b * -2.0) tmp_1 = 0 if b <= -1.22e-60: tmp_2 = 0 if b >= 0.0: tmp_2 = t_0 else: tmp_2 = (c / b) - (b / a) tmp_1 = tmp_2 elif b >= 0.0: tmp_1 = t_0 else: tmp_1 = (math.sqrt((c * (a * -4.0))) - b) / (2.0 * a) return tmp_1
function code(a, b, c) t_0 = Float64(Float64(2.0 * c) / Float64(b * -2.0)) tmp_1 = 0.0 if (b <= -1.22e-60) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_0; else tmp_2 = Float64(Float64(c / b) - Float64(b / a)); end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = t_0; else tmp_1 = Float64(Float64(sqrt(Float64(c * Float64(a * -4.0))) - b) / Float64(2.0 * a)); end return tmp_1 end
function tmp_4 = code(a, b, c) t_0 = (2.0 * c) / (b * -2.0); tmp_2 = 0.0; if (b <= -1.22e-60) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = t_0; else tmp_3 = (c / b) - (b / a); end tmp_2 = tmp_3; elseif (b >= 0.0) tmp_2 = t_0; else tmp_2 = (sqrt((c * (a * -4.0))) - b) / (2.0 * a); end tmp_4 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(2.0 * c), $MachinePrecision] / N[(b * -2.0), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, -1.22e-60], If[GreaterEqual[b, 0.0], t$95$0, N[(N[(c / b), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], t$95$0, N[(N[(N[Sqrt[N[(c * N[(a * -4.0), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{2 \cdot c}{b \cdot -2}\\
\mathbf{if}\;b \leq -1.22 \cdot 10^{-60}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{b} - \frac{b}{a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{c \cdot \left(a \cdot -4\right)} - b}{2 \cdot a}\\
\end{array}
\end{array}
if b < -1.22e-60Initial program 71.8%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f6471.8
Applied rewrites71.8%
Taylor expanded in b around -inf
mul-1-negN/A
*-commutativeN/A
distribute-rgt-neg-inN/A
lower-*.f64N/A
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f64N/A
lower-neg.f6482.7
Applied rewrites82.7%
Taylor expanded in a around inf
Applied rewrites82.9%
if -1.22e-60 < b Initial program 71.8%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f6476.9
Applied rewrites76.9%
Taylor expanded in b around 0
*-commutativeN/A
lower-*.f64N/A
lower-*.f6474.3
Applied rewrites74.3%
lift-+.f64N/A
+-commutativeN/A
lift-neg.f64N/A
unsub-negN/A
lower--.f6474.3
Applied rewrites74.3%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (/ (* 2.0 c) (* b -2.0)) (- (/ c b) (/ b a))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (2.0 * c) / (b * -2.0);
} else {
tmp = (c / b) - (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 = (2.0d0 * c) / (b * (-2.0d0))
else
tmp = (c / b) - (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 = (2.0 * c) / (b * -2.0);
} else {
tmp = (c / b) - (b / a);
}
return tmp;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = (2.0 * c) / (b * -2.0) else: tmp = (c / b) - (b / a) return tmp
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(2.0 * c) / Float64(b * -2.0)); else tmp = Float64(Float64(c / b) - Float64(b / a)); end return tmp end
function tmp_2 = code(a, b, c) tmp = 0.0; if (b >= 0.0) tmp = (2.0 * c) / (b * -2.0); else tmp = (c / b) - (b / a); end tmp_2 = tmp; end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[(b * -2.0), $MachinePrecision]), $MachinePrecision], N[(N[(c / b), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{b \cdot -2}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{b} - \frac{b}{a}\\
\end{array}
\end{array}
Initial program 71.8%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f6475.1
Applied rewrites75.1%
Taylor expanded in b around -inf
mul-1-negN/A
*-commutativeN/A
distribute-rgt-neg-inN/A
lower-*.f64N/A
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f64N/A
lower-neg.f6470.0
Applied rewrites70.0%
Taylor expanded in a around inf
Applied rewrites70.3%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (/ (* 2.0 c) (* b -2.0)) (/ (* b -2.0) (* 2.0 a))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (2.0 * c) / (b * -2.0);
} else {
tmp = (b * -2.0) / (2.0 * a);
}
return tmp;
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: tmp
if (b >= 0.0d0) then
tmp = (2.0d0 * c) / (b * (-2.0d0))
else
tmp = (b * (-2.0d0)) / (2.0d0 * a)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (2.0 * c) / (b * -2.0);
} else {
tmp = (b * -2.0) / (2.0 * a);
}
return tmp;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = (2.0 * c) / (b * -2.0) else: tmp = (b * -2.0) / (2.0 * a) return tmp
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(2.0 * c) / Float64(b * -2.0)); else tmp = Float64(Float64(b * -2.0) / Float64(2.0 * a)); end return tmp end
function tmp_2 = code(a, b, c) tmp = 0.0; if (b >= 0.0) tmp = (2.0 * c) / (b * -2.0); else tmp = (b * -2.0) / (2.0 * a); end tmp_2 = tmp; end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[(b * -2.0), $MachinePrecision]), $MachinePrecision], N[(N[(b * -2.0), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{b \cdot -2}\\
\mathbf{else}:\\
\;\;\;\;\frac{b \cdot -2}{2 \cdot a}\\
\end{array}
\end{array}
Initial program 71.8%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f6475.1
Applied rewrites75.1%
Taylor expanded in b around -inf
*-commutativeN/A
lower-*.f6470.2
Applied rewrites70.2%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (/ (* 2.0 c) (* b -2.0)) (* (/ 0.5 a) (- (- b) b))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (2.0 * c) / (b * -2.0);
} else {
tmp = (0.5 / a) * (-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 = (2.0d0 * c) / (b * (-2.0d0))
else
tmp = (0.5d0 / a) * (-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 = (2.0 * c) / (b * -2.0);
} else {
tmp = (0.5 / a) * (-b - b);
}
return tmp;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = (2.0 * c) / (b * -2.0) else: tmp = (0.5 / a) * (-b - b) return tmp
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(2.0 * c) / Float64(b * -2.0)); else tmp = Float64(Float64(0.5 / a) * Float64(Float64(-b) - b)); end return tmp end
function tmp_2 = code(a, b, c) tmp = 0.0; if (b >= 0.0) tmp = (2.0 * c) / (b * -2.0); else tmp = (0.5 / a) * (-b - b); end tmp_2 = tmp; end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[(b * -2.0), $MachinePrecision]), $MachinePrecision], N[(N[(0.5 / a), $MachinePrecision] * N[((-b) - b), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{b \cdot -2}\\
\mathbf{else}:\\
\;\;\;\;\frac{0.5}{a} \cdot \left(\left(-b\right) - b\right)\\
\end{array}
\end{array}
Initial program 71.8%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f6475.1
Applied rewrites75.1%
lift-/.f64N/A
clear-numN/A
associate-/r/N/A
lower-*.f64N/A
lift-*.f64N/A
associate-/r*N/A
metadata-evalN/A
lower-/.f6475.0
lift-+.f64N/A
+-commutativeN/A
lift-neg.f64N/A
unsub-negN/A
Applied rewrites75.0%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6470.1
Applied rewrites70.1%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (* c (/ 2.0 (* b -2.0))) (/ (* b -2.0) (* 2.0 a))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = c * (2.0 / (b * -2.0));
} else {
tmp = (b * -2.0) / (2.0 * a);
}
return tmp;
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: tmp
if (b >= 0.0d0) then
tmp = c * (2.0d0 / (b * (-2.0d0)))
else
tmp = (b * (-2.0d0)) / (2.0d0 * a)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = c * (2.0 / (b * -2.0));
} else {
tmp = (b * -2.0) / (2.0 * a);
}
return tmp;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = c * (2.0 / (b * -2.0)) else: tmp = (b * -2.0) / (2.0 * a) return tmp
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(c * Float64(2.0 / Float64(b * -2.0))); else tmp = Float64(Float64(b * -2.0) / Float64(2.0 * a)); end return tmp end
function tmp_2 = code(a, b, c) tmp = 0.0; if (b >= 0.0) tmp = c * (2.0 / (b * -2.0)); else tmp = (b * -2.0) / (2.0 * a); end tmp_2 = tmp; end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[(c * N[(2.0 / N[(b * -2.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(b * -2.0), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;c \cdot \frac{2}{b \cdot -2}\\
\mathbf{else}:\\
\;\;\;\;\frac{b \cdot -2}{2 \cdot a}\\
\end{array}
\end{array}
Initial program 71.8%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f6475.1
Applied rewrites75.1%
Taylor expanded in b around -inf
*-commutativeN/A
lower-*.f6470.2
Applied rewrites70.2%
lift-/.f64N/A
lift-*.f64N/A
*-commutativeN/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f6470.1
Applied rewrites70.1%
(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 71.8%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f6475.1
Applied rewrites75.1%
Taylor expanded in b around -inf
*-commutativeN/A
lower-*.f6470.2
Applied rewrites70.2%
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.f6433.6
Applied rewrites33.6%
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.f6433.6
Applied rewrites33.6%
Final simplification33.6%
herbie shell --seed 2024232
(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))))