
(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 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) (/ (* 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 (- (* b b) (* (* a 4.0) c)))) (t_1 (/ (- b) a)))
(if (<= b -1.6e+155)
(if (>= b 0.0) t_1 t_1)
(if (<= b 4e+128)
(if (>= b 0.0) (/ (* (- c) 2.0) (+ t_0 b)) (/ (- t_0 b) (* a 2.0)))
(if (>= b 0.0) (/ (- c) b) t_1)))))
double code(double a, double b, double c) {
double t_0 = sqrt(((b * b) - ((a * 4.0) * c)));
double t_1 = -b / a;
double tmp_1;
if (b <= -1.6e+155) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = t_1;
}
tmp_1 = tmp_2;
} else if (b <= 4e+128) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-c * 2.0) / (t_0 + b);
} else {
tmp_3 = (t_0 - b) / (a * 2.0);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = -c / b;
} else {
tmp_1 = t_1;
}
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) - ((a * 4.0d0) * c)))
t_1 = -b / a
if (b <= (-1.6d+155)) then
if (b >= 0.0d0) then
tmp_2 = t_1
else
tmp_2 = t_1
end if
tmp_1 = tmp_2
else if (b <= 4d+128) then
if (b >= 0.0d0) then
tmp_3 = (-c * 2.0d0) / (t_0 + b)
else
tmp_3 = (t_0 - b) / (a * 2.0d0)
end if
tmp_1 = tmp_3
else if (b >= 0.0d0) then
tmp_1 = -c / b
else
tmp_1 = t_1
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double t_0 = Math.sqrt(((b * b) - ((a * 4.0) * c)));
double t_1 = -b / a;
double tmp_1;
if (b <= -1.6e+155) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = t_1;
}
tmp_1 = tmp_2;
} else if (b <= 4e+128) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-c * 2.0) / (t_0 + b);
} else {
tmp_3 = (t_0 - b) / (a * 2.0);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = -c / b;
} else {
tmp_1 = t_1;
}
return tmp_1;
}
def code(a, b, c): t_0 = math.sqrt(((b * b) - ((a * 4.0) * c))) t_1 = -b / a tmp_1 = 0 if b <= -1.6e+155: tmp_2 = 0 if b >= 0.0: tmp_2 = t_1 else: tmp_2 = t_1 tmp_1 = tmp_2 elif b <= 4e+128: tmp_3 = 0 if b >= 0.0: tmp_3 = (-c * 2.0) / (t_0 + b) else: tmp_3 = (t_0 - b) / (a * 2.0) tmp_1 = tmp_3 elif b >= 0.0: tmp_1 = -c / b else: tmp_1 = t_1 return tmp_1
function code(a, b, c) t_0 = sqrt(Float64(Float64(b * b) - Float64(Float64(a * 4.0) * c))) t_1 = Float64(Float64(-b) / a) tmp_1 = 0.0 if (b <= -1.6e+155) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_1; else tmp_2 = t_1; end tmp_1 = tmp_2; elseif (b <= 4e+128) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(Float64(-c) * 2.0) / Float64(t_0 + b)); else tmp_3 = Float64(Float64(t_0 - b) / Float64(a * 2.0)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(-c) / b); else tmp_1 = t_1; end return tmp_1 end
function tmp_5 = code(a, b, c) t_0 = sqrt(((b * b) - ((a * 4.0) * c))); t_1 = -b / a; tmp_2 = 0.0; if (b <= -1.6e+155) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = t_1; else tmp_3 = t_1; end tmp_2 = tmp_3; elseif (b <= 4e+128) tmp_4 = 0.0; if (b >= 0.0) tmp_4 = (-c * 2.0) / (t_0 + b); else tmp_4 = (t_0 - b) / (a * 2.0); end tmp_2 = tmp_4; elseif (b >= 0.0) tmp_2 = -c / b; else tmp_2 = t_1; end tmp_5 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(a * 4.0), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = N[((-b) / a), $MachinePrecision]}, If[LessEqual[b, -1.6e+155], If[GreaterEqual[b, 0.0], t$95$1, t$95$1], If[LessEqual[b, 4e+128], If[GreaterEqual[b, 0.0], N[(N[((-c) * 2.0), $MachinePrecision] / N[(t$95$0 + b), $MachinePrecision]), $MachinePrecision], N[(N[(t$95$0 - b), $MachinePrecision] / N[(a * 2.0), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[((-c) / b), $MachinePrecision], t$95$1]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{b \cdot b - \left(a \cdot 4\right) \cdot c}\\
t_1 := \frac{-b}{a}\\
\mathbf{if}\;b \leq -1.6 \cdot 10^{+155}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}\\
\mathbf{elif}\;b \leq 4 \cdot 10^{+128}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-c\right) \cdot 2}{t\_0 + b}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0 - b}{a \cdot 2}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{-c}{b}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}
\end{array}
if b < -1.60000000000000006e155Initial program 36.1%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64100.0
Applied rewrites100.0%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f64100.0
Applied rewrites100.0%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f64100.0
Applied rewrites100.0%
if -1.60000000000000006e155 < b < 4.0000000000000003e128Initial program 87.0%
if 4.0000000000000003e128 < b Initial program 56.1%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6456.1
Applied rewrites56.1%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f642.2
Applied rewrites2.2%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f642.2
Applied rewrites2.2%
Taylor expanded in c around 0
associate-*r/N/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f64100.0
Applied rewrites100.0%
Final simplification92.1%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (- b) a)))
(if (<= b -1.6e+155)
(if (>= b 0.0) t_0 t_0)
(if (<= b -2e-311)
(if (>= b 0.0)
(/ b a)
(/ (- (sqrt (fma (* -4.0 c) a (* b b))) b) (* a 2.0)))
(if (<= b 4e+128)
(if (>= b 0.0)
(/ (* (- c) 2.0) (+ (sqrt (- (* b b) (* (* a 4.0) c))) b))
(* (- b (- b)) (/ -0.5 a)))
(if (>= b 0.0) (/ (- c) b) t_0))))))
double code(double a, double b, double c) {
double t_0 = -b / a;
double tmp_1;
if (b <= -1.6e+155) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_0;
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b <= -2e-311) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = b / a;
} else {
tmp_3 = (sqrt(fma((-4.0 * c), a, (b * b))) - b) / (a * 2.0);
}
tmp_1 = tmp_3;
} else if (b <= 4e+128) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = (-c * 2.0) / (sqrt(((b * b) - ((a * 4.0) * c))) + b);
} else {
tmp_4 = (b - -b) * (-0.5 / a);
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = -c / b;
} 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 <= -1.6e+155) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_0; else tmp_2 = t_0; end tmp_1 = tmp_2; elseif (b <= -2e-311) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(b / a); else tmp_3 = Float64(Float64(sqrt(fma(Float64(-4.0 * c), a, Float64(b * b))) - b) / Float64(a * 2.0)); end tmp_1 = tmp_3; elseif (b <= 4e+128) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(Float64(Float64(-c) * 2.0) / Float64(sqrt(Float64(Float64(b * b) - Float64(Float64(a * 4.0) * c))) + b)); else tmp_4 = Float64(Float64(b - Float64(-b)) * Float64(-0.5 / a)); end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = Float64(Float64(-c) / b); else tmp_1 = t_0; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[((-b) / a), $MachinePrecision]}, If[LessEqual[b, -1.6e+155], If[GreaterEqual[b, 0.0], t$95$0, t$95$0], If[LessEqual[b, -2e-311], If[GreaterEqual[b, 0.0], N[(b / a), $MachinePrecision], N[(N[(N[Sqrt[N[(N[(-4.0 * c), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(a * 2.0), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 4e+128], If[GreaterEqual[b, 0.0], N[(N[((-c) * 2.0), $MachinePrecision] / N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(a * 4.0), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision], N[(N[(b - (-b)), $MachinePrecision] * N[(-0.5 / a), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[((-c) / b), $MachinePrecision], t$95$0]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{-b}{a}\\
\mathbf{if}\;b \leq -1.6 \cdot 10^{+155}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \leq -2 \cdot 10^{-311}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot c, a, b \cdot b\right)} - b}{a \cdot 2}\\
\end{array}\\
\mathbf{elif}\;b \leq 4 \cdot 10^{+128}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-c\right) \cdot 2}{\sqrt{b \cdot b - \left(a \cdot 4\right) \cdot c} + b}\\
\mathbf{else}:\\
\;\;\;\;\left(b - \left(-b\right)\right) \cdot \frac{-0.5}{a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{-c}{b}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < -1.60000000000000006e155Initial program 36.1%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64100.0
Applied rewrites100.0%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f64100.0
Applied rewrites100.0%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f64100.0
Applied rewrites100.0%
if -1.60000000000000006e155 < b < -1.9999999999999e-311Initial program 87.1%
Applied rewrites87.1%
lift-+.f64N/A
lift--.f64N/A
lift-*.f64N/A
cancel-sign-sub-invN/A
lift-*.f64N/A
*-commutativeN/A
distribute-rgt-neg-inN/A
metadata-evalN/A
associate-*r*N/A
lift-*.f64N/A
*-commutativeN/A
+-commutativeN/A
lift-fma.f64N/A
+-commutativeN/A
lift-neg.f64N/A
sub-negN/A
lift--.f6487.1
Applied rewrites87.1%
Taylor expanded in c around 0
lower-/.f6487.1
Applied rewrites87.1%
if -1.9999999999999e-311 < b < 4.0000000000000003e128Initial program 86.8%
lift-/.f64N/A
frac-2negN/A
distribute-frac-negN/A
neg-sub0N/A
lower--.f64N/A
div-invN/A
lower-*.f64N/A
Applied rewrites86.8%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6486.8
Applied rewrites86.8%
if 4.0000000000000003e128 < b Initial program 56.1%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6456.1
Applied rewrites56.1%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f642.2
Applied rewrites2.2%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f642.2
Applied rewrites2.2%
Taylor expanded in c around 0
associate-*r/N/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f64100.0
Applied rewrites100.0%
Final simplification92.1%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (fma (* -4.0 c) a (* b b))))
(t_1 (- t_0 b))
(t_2 (/ (- b) a)))
(if (<= b -1.6e+155)
(if (>= b 0.0) t_2 t_2)
(if (<= b 5e-280)
(if (>= b 0.0) (* (/ -2.0 t_1) c) (/ t_1 (* a 2.0)))
(if (<= b 4e+128)
(if (>= b 0.0) (* (/ -2.0 (+ t_0 b)) c) (/ (- (- b) b) (* a 2.0)))
(if (>= b 0.0) (/ (- c) b) t_2))))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma((-4.0 * c), a, (b * b)));
double t_1 = t_0 - b;
double t_2 = -b / a;
double tmp_1;
if (b <= -1.6e+155) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_2;
} else {
tmp_2 = t_2;
}
tmp_1 = tmp_2;
} else if (b <= 5e-280) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-2.0 / t_1) * c;
} else {
tmp_3 = t_1 / (a * 2.0);
}
tmp_1 = tmp_3;
} else if (b <= 4e+128) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = (-2.0 / (t_0 + b)) * c;
} else {
tmp_4 = (-b - b) / (a * 2.0);
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = -c / b;
} else {
tmp_1 = t_2;
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(fma(Float64(-4.0 * c), a, Float64(b * b))) t_1 = Float64(t_0 - b) t_2 = Float64(Float64(-b) / a) tmp_1 = 0.0 if (b <= -1.6e+155) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_2; else tmp_2 = t_2; end tmp_1 = tmp_2; elseif (b <= 5e-280) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(-2.0 / t_1) * c); else tmp_3 = Float64(t_1 / Float64(a * 2.0)); end tmp_1 = tmp_3; elseif (b <= 4e+128) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(Float64(-2.0 / Float64(t_0 + b)) * c); else tmp_4 = Float64(Float64(Float64(-b) - b) / Float64(a * 2.0)); end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = Float64(Float64(-c) / b); else tmp_1 = t_2; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(-4.0 * c), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = N[(t$95$0 - b), $MachinePrecision]}, Block[{t$95$2 = N[((-b) / a), $MachinePrecision]}, If[LessEqual[b, -1.6e+155], If[GreaterEqual[b, 0.0], t$95$2, t$95$2], If[LessEqual[b, 5e-280], If[GreaterEqual[b, 0.0], N[(N[(-2.0 / t$95$1), $MachinePrecision] * c), $MachinePrecision], N[(t$95$1 / N[(a * 2.0), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 4e+128], If[GreaterEqual[b, 0.0], N[(N[(-2.0 / N[(t$95$0 + b), $MachinePrecision]), $MachinePrecision] * c), $MachinePrecision], N[(N[((-b) - b), $MachinePrecision] / N[(a * 2.0), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[((-c) / b), $MachinePrecision], t$95$2]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(-4 \cdot c, a, b \cdot b\right)}\\
t_1 := t\_0 - b\\
t_2 := \frac{-b}{a}\\
\mathbf{if}\;b \leq -1.6 \cdot 10^{+155}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_2\\
\mathbf{else}:\\
\;\;\;\;t\_2\\
\end{array}\\
\mathbf{elif}\;b \leq 5 \cdot 10^{-280}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2}{t\_1} \cdot c\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_1}{a \cdot 2}\\
\end{array}\\
\mathbf{elif}\;b \leq 4 \cdot 10^{+128}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2}{t\_0 + b} \cdot c\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) - b}{a \cdot 2}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{-c}{b}\\
\mathbf{else}:\\
\;\;\;\;t\_2\\
\end{array}
\end{array}
if b < -1.60000000000000006e155Initial program 36.1%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64100.0
Applied rewrites100.0%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f64100.0
Applied rewrites100.0%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f64100.0
Applied rewrites100.0%
if -1.60000000000000006e155 < b < 5.00000000000000028e-280Initial program 86.7%
Applied rewrites86.7%
lift-+.f64N/A
lift--.f64N/A
lift-*.f64N/A
cancel-sign-sub-invN/A
lift-*.f64N/A
*-commutativeN/A
distribute-rgt-neg-inN/A
metadata-evalN/A
associate-*r*N/A
lift-*.f64N/A
*-commutativeN/A
+-commutativeN/A
lift-fma.f64N/A
+-commutativeN/A
lift-neg.f64N/A
sub-negN/A
lift--.f6486.7
Applied rewrites86.7%
if 5.00000000000000028e-280 < b < 4.0000000000000003e128Initial program 87.3%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6487.3
Applied rewrites87.3%
Applied rewrites87.0%
if 4.0000000000000003e128 < b Initial program 56.1%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6456.1
Applied rewrites56.1%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f642.2
Applied rewrites2.2%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f642.2
Applied rewrites2.2%
Taylor expanded in c around 0
associate-*r/N/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f64100.0
Applied rewrites100.0%
Final simplification92.0%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (fma (* -4.0 c) a (* b b)))) (t_1 (/ (- b) a)))
(if (<= b -1.6e+155)
(if (>= b 0.0) t_1 t_1)
(if (<= b -2e-311)
(if (>= b 0.0) (/ b a) (/ (- t_0 b) (* a 2.0)))
(if (<= b 4e+128)
(if (>= b 0.0) (* (/ -2.0 (+ t_0 b)) c) (/ (- (- b) b) (* a 2.0)))
(if (>= b 0.0) (/ (- c) b) t_1))))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma((-4.0 * c), a, (b * b)));
double t_1 = -b / a;
double tmp_1;
if (b <= -1.6e+155) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = t_1;
}
tmp_1 = tmp_2;
} else if (b <= -2e-311) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = b / a;
} else {
tmp_3 = (t_0 - b) / (a * 2.0);
}
tmp_1 = tmp_3;
} else if (b <= 4e+128) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = (-2.0 / (t_0 + b)) * c;
} else {
tmp_4 = (-b - b) / (a * 2.0);
}
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(Float64(-4.0 * c), a, Float64(b * b))) t_1 = Float64(Float64(-b) / a) tmp_1 = 0.0 if (b <= -1.6e+155) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_1; else tmp_2 = t_1; end tmp_1 = tmp_2; elseif (b <= -2e-311) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(b / a); else tmp_3 = Float64(Float64(t_0 - b) / Float64(a * 2.0)); end tmp_1 = tmp_3; elseif (b <= 4e+128) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(Float64(-2.0 / Float64(t_0 + b)) * c); else tmp_4 = Float64(Float64(Float64(-b) - b) / Float64(a * 2.0)); end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = Float64(Float64(-c) / b); else tmp_1 = t_1; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(-4.0 * c), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = N[((-b) / a), $MachinePrecision]}, If[LessEqual[b, -1.6e+155], If[GreaterEqual[b, 0.0], t$95$1, t$95$1], If[LessEqual[b, -2e-311], If[GreaterEqual[b, 0.0], N[(b / a), $MachinePrecision], N[(N[(t$95$0 - b), $MachinePrecision] / N[(a * 2.0), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 4e+128], If[GreaterEqual[b, 0.0], N[(N[(-2.0 / N[(t$95$0 + b), $MachinePrecision]), $MachinePrecision] * c), $MachinePrecision], N[(N[((-b) - b), $MachinePrecision] / N[(a * 2.0), $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(-4 \cdot c, a, b \cdot b\right)}\\
t_1 := \frac{-b}{a}\\
\mathbf{if}\;b \leq -1.6 \cdot 10^{+155}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}\\
\mathbf{elif}\;b \leq -2 \cdot 10^{-311}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0 - b}{a \cdot 2}\\
\end{array}\\
\mathbf{elif}\;b \leq 4 \cdot 10^{+128}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2}{t\_0 + b} \cdot c\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) - b}{a \cdot 2}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{-c}{b}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}
\end{array}
if b < -1.60000000000000006e155Initial program 36.1%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64100.0
Applied rewrites100.0%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f64100.0
Applied rewrites100.0%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f64100.0
Applied rewrites100.0%
if -1.60000000000000006e155 < b < -1.9999999999999e-311Initial program 87.1%
Applied rewrites87.1%
lift-+.f64N/A
lift--.f64N/A
lift-*.f64N/A
cancel-sign-sub-invN/A
lift-*.f64N/A
*-commutativeN/A
distribute-rgt-neg-inN/A
metadata-evalN/A
associate-*r*N/A
lift-*.f64N/A
*-commutativeN/A
+-commutativeN/A
lift-fma.f64N/A
+-commutativeN/A
lift-neg.f64N/A
sub-negN/A
lift--.f6487.1
Applied rewrites87.1%
Taylor expanded in c around 0
lower-/.f6487.1
Applied rewrites87.1%
if -1.9999999999999e-311 < b < 4.0000000000000003e128Initial program 86.8%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6486.8
Applied rewrites86.8%
Applied rewrites86.6%
if 4.0000000000000003e128 < b Initial program 56.1%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6456.1
Applied rewrites56.1%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f642.2
Applied rewrites2.2%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f642.2
Applied rewrites2.2%
Taylor expanded in c around 0
associate-*r/N/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f64100.0
Applied rewrites100.0%
Final simplification92.0%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (* (- c) 2.0)) (t_1 (/ (- (- b) b) (* a 2.0))) (t_2 (/ (- b) a)))
(if (<= b -1.6e+155)
(if (>= b 0.0) t_2 t_2)
(if (<= b -2e-311)
(if (>= b 0.0)
(/ b a)
(/ (- (sqrt (fma (* -4.0 c) a (* b b))) b) (* a 2.0)))
(if (<= b 1.5e-66)
(if (>= b 0.0) (/ t_0 (+ (sqrt (* (* a c) -4.0)) b)) t_1)
(if (>= b 0.0) (/ t_0 (+ (fma (* -2.0 a) (/ c b) b) b)) t_1))))))
double code(double a, double b, double c) {
double t_0 = -c * 2.0;
double t_1 = (-b - b) / (a * 2.0);
double t_2 = -b / a;
double tmp_1;
if (b <= -1.6e+155) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_2;
} else {
tmp_2 = t_2;
}
tmp_1 = tmp_2;
} else if (b <= -2e-311) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = b / a;
} else {
tmp_3 = (sqrt(fma((-4.0 * c), a, (b * b))) - b) / (a * 2.0);
}
tmp_1 = tmp_3;
} else if (b <= 1.5e-66) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = t_0 / (sqrt(((a * c) * -4.0)) + b);
} else {
tmp_4 = t_1;
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = t_0 / (fma((-2.0 * a), (c / b), b) + b);
} else {
tmp_1 = t_1;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(-c) * 2.0) t_1 = Float64(Float64(Float64(-b) - b) / Float64(a * 2.0)) t_2 = Float64(Float64(-b) / a) tmp_1 = 0.0 if (b <= -1.6e+155) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_2; else tmp_2 = t_2; end tmp_1 = tmp_2; elseif (b <= -2e-311) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(b / a); else tmp_3 = Float64(Float64(sqrt(fma(Float64(-4.0 * c), a, Float64(b * b))) - b) / Float64(a * 2.0)); end tmp_1 = tmp_3; elseif (b <= 1.5e-66) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(t_0 / Float64(sqrt(Float64(Float64(a * c) * -4.0)) + b)); else tmp_4 = t_1; end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = Float64(t_0 / Float64(fma(Float64(-2.0 * a), Float64(c / b), b) + b)); else tmp_1 = t_1; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[((-c) * 2.0), $MachinePrecision]}, Block[{t$95$1 = N[(N[((-b) - b), $MachinePrecision] / N[(a * 2.0), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$2 = N[((-b) / a), $MachinePrecision]}, If[LessEqual[b, -1.6e+155], If[GreaterEqual[b, 0.0], t$95$2, t$95$2], If[LessEqual[b, -2e-311], If[GreaterEqual[b, 0.0], N[(b / a), $MachinePrecision], N[(N[(N[Sqrt[N[(N[(-4.0 * c), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(a * 2.0), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 1.5e-66], If[GreaterEqual[b, 0.0], N[(t$95$0 / N[(N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision], t$95$1], If[GreaterEqual[b, 0.0], N[(t$95$0 / N[(N[(N[(-2.0 * a), $MachinePrecision] * N[(c / b), $MachinePrecision] + b), $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision], t$95$1]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(-c\right) \cdot 2\\
t_1 := \frac{\left(-b\right) - b}{a \cdot 2}\\
t_2 := \frac{-b}{a}\\
\mathbf{if}\;b \leq -1.6 \cdot 10^{+155}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_2\\
\mathbf{else}:\\
\;\;\;\;t\_2\\
\end{array}\\
\mathbf{elif}\;b \leq -2 \cdot 10^{-311}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot c, a, b \cdot b\right)} - b}{a \cdot 2}\\
\end{array}\\
\mathbf{elif}\;b \leq 1.5 \cdot 10^{-66}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{t\_0}{\sqrt{\left(a \cdot c\right) \cdot -4} + b}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{t\_0}{\mathsf{fma}\left(-2 \cdot a, \frac{c}{b}, b\right) + b}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}
\end{array}
if b < -1.60000000000000006e155Initial program 36.1%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64100.0
Applied rewrites100.0%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f64100.0
Applied rewrites100.0%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f64100.0
Applied rewrites100.0%
if -1.60000000000000006e155 < b < -1.9999999999999e-311Initial program 87.1%
Applied rewrites87.1%
lift-+.f64N/A
lift--.f64N/A
lift-*.f64N/A
cancel-sign-sub-invN/A
lift-*.f64N/A
*-commutativeN/A
distribute-rgt-neg-inN/A
metadata-evalN/A
associate-*r*N/A
lift-*.f64N/A
*-commutativeN/A
+-commutativeN/A
lift-fma.f64N/A
+-commutativeN/A
lift-neg.f64N/A
sub-negN/A
lift--.f6487.1
Applied rewrites87.1%
Taylor expanded in c around 0
lower-/.f6487.1
Applied rewrites87.1%
if -1.9999999999999e-311 < b < 1.5000000000000001e-66Initial program 83.7%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6483.7
Applied rewrites83.7%
Taylor expanded in c around inf
lower-*.f64N/A
lower-*.f6477.5
Applied rewrites77.5%
if 1.5000000000000001e-66 < b Initial program 70.4%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6470.4
Applied rewrites70.4%
Taylor expanded in c around 0
+-commutativeN/A
associate-/l*N/A
associate-*r*N/A
lower-fma.f64N/A
lower-*.f64N/A
lower-/.f6489.2
Applied rewrites89.2%
Final simplification88.6%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (- b) a)))
(if (<= b -3.5e+146)
(if (>= b 0.0) t_0 t_0)
(if (<= b 4e+128)
(if (>= b 0.0)
(/ (* (- c) 2.0) (+ (sqrt (- (* b b) (* (* a 4.0) c))) b))
(* (- b (sqrt (fma (* -4.0 c) a (* b b)))) (/ -0.5 a)))
(if (>= b 0.0) (/ (- c) b) t_0)))))
double code(double a, double b, double c) {
double t_0 = -b / a;
double tmp_1;
if (b <= -3.5e+146) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_0;
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b <= 4e+128) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-c * 2.0) / (sqrt(((b * b) - ((a * 4.0) * c))) + b);
} else {
tmp_3 = (b - sqrt(fma((-4.0 * c), a, (b * b)))) * (-0.5 / a);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = -c / b;
} 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 <= -3.5e+146) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_0; else tmp_2 = t_0; end tmp_1 = tmp_2; elseif (b <= 4e+128) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(Float64(-c) * 2.0) / Float64(sqrt(Float64(Float64(b * b) - Float64(Float64(a * 4.0) * c))) + b)); else tmp_3 = Float64(Float64(b - sqrt(fma(Float64(-4.0 * c), a, Float64(b * b)))) * Float64(-0.5 / a)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(-c) / b); else tmp_1 = t_0; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[((-b) / a), $MachinePrecision]}, If[LessEqual[b, -3.5e+146], If[GreaterEqual[b, 0.0], t$95$0, t$95$0], If[LessEqual[b, 4e+128], If[GreaterEqual[b, 0.0], N[(N[((-c) * 2.0), $MachinePrecision] / N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(a * 4.0), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision], N[(N[(b - N[Sqrt[N[(N[(-4.0 * c), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] * N[(-0.5 / a), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[((-c) / b), $MachinePrecision], t$95$0]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{-b}{a}\\
\mathbf{if}\;b \leq -3.5 \cdot 10^{+146}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \leq 4 \cdot 10^{+128}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-c\right) \cdot 2}{\sqrt{b \cdot b - \left(a \cdot 4\right) \cdot c} + b}\\
\mathbf{else}:\\
\;\;\;\;\left(b - \sqrt{\mathsf{fma}\left(-4 \cdot c, a, b \cdot b\right)}\right) \cdot \frac{-0.5}{a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{-c}{b}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < -3.5000000000000001e146Initial program 40.0%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f64100.0
Applied rewrites100.0%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f64100.0
Applied rewrites100.0%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f64100.0
Applied rewrites100.0%
if -3.5000000000000001e146 < b < 4.0000000000000003e128Initial program 86.7%
lift-/.f64N/A
frac-2negN/A
distribute-frac-negN/A
neg-sub0N/A
lower--.f64N/A
div-invN/A
lower-*.f64N/A
Applied rewrites86.6%
if 4.0000000000000003e128 < b Initial program 56.1%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6456.1
Applied rewrites56.1%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f642.2
Applied rewrites2.2%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f642.2
Applied rewrites2.2%
Taylor expanded in c around 0
associate-*r/N/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f64100.0
Applied rewrites100.0%
Final simplification92.0%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (- (- b) b) (* a 2.0))) (t_1 (* (- c) 2.0)))
(if (<= b 1.5e-66)
(if (>= b 0.0) (/ t_1 (+ (sqrt (* (* a c) -4.0)) b)) t_0)
(if (>= b 0.0) (/ t_1 (+ (fma (* -2.0 a) (/ c b) b) b)) t_0))))
double code(double a, double b, double c) {
double t_0 = (-b - b) / (a * 2.0);
double t_1 = -c * 2.0;
double tmp_1;
if (b <= 1.5e-66) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1 / (sqrt(((a * c) * -4.0)) + b);
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = t_1 / (fma((-2.0 * a), (c / b), b) + b);
} else {
tmp_1 = t_0;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(Float64(-b) - b) / Float64(a * 2.0)) t_1 = Float64(Float64(-c) * 2.0) tmp_1 = 0.0 if (b <= 1.5e-66) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(t_1 / Float64(sqrt(Float64(Float64(a * c) * -4.0)) + b)); else tmp_2 = t_0; end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = Float64(t_1 / Float64(fma(Float64(-2.0 * a), Float64(c / b), b) + 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[(a * 2.0), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[((-c) * 2.0), $MachinePrecision]}, If[LessEqual[b, 1.5e-66], If[GreaterEqual[b, 0.0], N[(t$95$1 / N[(N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision], t$95$0], If[GreaterEqual[b, 0.0], N[(t$95$1 / N[(N[(N[(-2.0 * a), $MachinePrecision] * N[(c / b), $MachinePrecision] + b), $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision], t$95$0]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{\left(-b\right) - b}{a \cdot 2}\\
t_1 := \left(-c\right) \cdot 2\\
\mathbf{if}\;b \leq 1.5 \cdot 10^{-66}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{t\_1}{\sqrt{\left(a \cdot c\right) \cdot -4} + b}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{t\_1}{\mathsf{fma}\left(-2 \cdot a, \frac{c}{b}, b\right) + b}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < 1.5000000000000001e-66Initial program 71.7%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6475.3
Applied rewrites75.3%
Taylor expanded in c around inf
lower-*.f64N/A
lower-*.f6473.6
Applied rewrites73.6%
if 1.5000000000000001e-66 < b Initial program 70.4%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6470.4
Applied rewrites70.4%
Taylor expanded in c around 0
+-commutativeN/A
associate-/l*N/A
associate-*r*N/A
lower-fma.f64N/A
lower-*.f64N/A
lower-/.f6489.2
Applied rewrites89.2%
Final simplification79.4%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (- (- b) b) (* a 2.0))))
(if (<= b 1.5e-66)
(if (>= b 0.0) (/ (* (- c) 2.0) (+ (sqrt (* (* a c) -4.0)) b)) t_0)
(if (>= b 0.0) (/ (* c 2.0) (* (fma a (/ c b) (- b)) 2.0)) t_0))))
double code(double a, double b, double c) {
double t_0 = (-b - b) / (a * 2.0);
double tmp_1;
if (b <= 1.5e-66) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (-c * 2.0) / (sqrt(((a * c) * -4.0)) + b);
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (c * 2.0) / (fma(a, (c / b), -b) * 2.0);
} else {
tmp_1 = t_0;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(Float64(-b) - b) / Float64(a * 2.0)) tmp_1 = 0.0 if (b <= 1.5e-66) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(Float64(-c) * 2.0) / Float64(sqrt(Float64(Float64(a * c) * -4.0)) + b)); else tmp_2 = t_0; end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = Float64(Float64(c * 2.0) / Float64(fma(a, Float64(c / b), Float64(-b)) * 2.0)); else tmp_1 = t_0; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[((-b) - b), $MachinePrecision] / N[(a * 2.0), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, 1.5e-66], If[GreaterEqual[b, 0.0], N[(N[((-c) * 2.0), $MachinePrecision] / N[(N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision], t$95$0], If[GreaterEqual[b, 0.0], N[(N[(c * 2.0), $MachinePrecision] / N[(N[(a * N[(c / b), $MachinePrecision] + (-b)), $MachinePrecision] * 2.0), $MachinePrecision]), $MachinePrecision], t$95$0]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{\left(-b\right) - b}{a \cdot 2}\\
\mathbf{if}\;b \leq 1.5 \cdot 10^{-66}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-c\right) \cdot 2}{\sqrt{\left(a \cdot c\right) \cdot -4} + b}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c \cdot 2}{\mathsf{fma}\left(a, \frac{c}{b}, -b\right) \cdot 2}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < 1.5000000000000001e-66Initial program 71.7%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6475.3
Applied rewrites75.3%
Taylor expanded in c around inf
lower-*.f64N/A
lower-*.f6473.6
Applied rewrites73.6%
if 1.5000000000000001e-66 < b Initial program 70.4%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6470.4
Applied rewrites70.4%
Taylor expanded in c 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.f6489.2
Applied rewrites89.2%
Final simplification79.4%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (/ (* c 2.0) (* (fma a (/ c b) (- b)) 2.0)) (/ (- (- b) b) (* a 2.0))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (c * 2.0) / (fma(a, (c / b), -b) * 2.0);
} else {
tmp = (-b - b) / (a * 2.0);
}
return tmp;
}
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(c * 2.0) / Float64(fma(a, Float64(c / b), Float64(-b)) * 2.0)); else tmp = Float64(Float64(Float64(-b) - b) / Float64(a * 2.0)); end return tmp end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[(N[(c * 2.0), $MachinePrecision] / N[(N[(a * N[(c / b), $MachinePrecision] + (-b)), $MachinePrecision] * 2.0), $MachinePrecision]), $MachinePrecision], N[(N[((-b) - b), $MachinePrecision] / N[(a * 2.0), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{c \cdot 2}{\mathsf{fma}\left(a, \frac{c}{b}, -b\right) \cdot 2}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) - b}{a \cdot 2}\\
\end{array}
\end{array}
Initial program 71.2%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6473.5
Applied rewrites73.5%
Taylor expanded in c 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.f6469.4
Applied rewrites69.4%
Final simplification69.4%
(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(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 71.2%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6473.5
Applied rewrites73.5%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f6435.0
Applied rewrites35.0%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f6435.0
Applied rewrites35.0%
Taylor expanded in c around 0
associate-*r/N/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6469.2
Applied rewrites69.2%
(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 71.2%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6473.5
Applied rewrites73.5%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f6435.0
Applied rewrites35.0%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f6435.0
Applied rewrites35.0%
herbie shell --seed 2024270
(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))))