
(FPCore (a b c) :precision binary64 (let* ((t_0 (sqrt (- (* b b) (* (* 4.0 a) c))))) (if (>= b 0.0) (/ (- (- b) t_0) (* 2.0 a)) (/ (* 2.0 c) (+ (- b) t_0)))))
double code(double a, double b, double c) {
double t_0 = sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (-b - t_0) / (2.0 * a);
} else {
tmp = (2.0 * c) / (-b + t_0);
}
return tmp;
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: tmp
t_0 = sqrt(((b * b) - ((4.0d0 * a) * c)))
if (b >= 0.0d0) then
tmp = (-b - t_0) / (2.0d0 * a)
else
tmp = (2.0d0 * c) / (-b + t_0)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double t_0 = Math.sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (-b - t_0) / (2.0 * a);
} else {
tmp = (2.0 * c) / (-b + t_0);
}
return tmp;
}
def code(a, b, c): t_0 = math.sqrt(((b * b) - ((4.0 * a) * c))) tmp = 0 if b >= 0.0: tmp = (-b - t_0) / (2.0 * a) else: tmp = (2.0 * c) / (-b + t_0) return tmp
function code(a, b, c) t_0 = sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c))) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(Float64(-b) - t_0) / Float64(2.0 * a)); else tmp = Float64(Float64(2.0 * c) / Float64(Float64(-b) + t_0)); end return tmp end
function tmp_2 = code(a, b, c) t_0 = sqrt(((b * b) - ((4.0 * a) * c))); tmp = 0.0; if (b >= 0.0) tmp = (-b - t_0) / (2.0 * a); else tmp = (2.0 * c) / (-b + t_0); end tmp_2 = tmp; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[GreaterEqual[b, 0.0], N[(N[((-b) - t$95$0), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) + t$95$0), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\\
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-b\right) - t\_0}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) + t\_0}\\
\end{array}
\end{array}
Sampling outcomes in binary64 precision:
Herbie found 6 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (a b c) :precision binary64 (let* ((t_0 (sqrt (- (* b b) (* (* 4.0 a) c))))) (if (>= b 0.0) (/ (- (- b) t_0) (* 2.0 a)) (/ (* 2.0 c) (+ (- b) t_0)))))
double code(double a, double b, double c) {
double t_0 = sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (-b - t_0) / (2.0 * a);
} else {
tmp = (2.0 * c) / (-b + t_0);
}
return tmp;
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: tmp
t_0 = sqrt(((b * b) - ((4.0d0 * a) * c)))
if (b >= 0.0d0) then
tmp = (-b - t_0) / (2.0d0 * a)
else
tmp = (2.0d0 * c) / (-b + t_0)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double t_0 = Math.sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (-b - t_0) / (2.0 * a);
} else {
tmp = (2.0 * c) / (-b + t_0);
}
return tmp;
}
def code(a, b, c): t_0 = math.sqrt(((b * b) - ((4.0 * a) * c))) tmp = 0 if b >= 0.0: tmp = (-b - t_0) / (2.0 * a) else: tmp = (2.0 * c) / (-b + t_0) return tmp
function code(a, b, c) t_0 = sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c))) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(Float64(-b) - t_0) / Float64(2.0 * a)); else tmp = Float64(Float64(2.0 * c) / Float64(Float64(-b) + t_0)); end return tmp end
function tmp_2 = code(a, b, c) t_0 = sqrt(((b * b) - ((4.0 * a) * c))); tmp = 0.0; if (b >= 0.0) tmp = (-b - t_0) / (2.0 * a); else tmp = (2.0 * c) / (-b + t_0); end tmp_2 = tmp; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[GreaterEqual[b, 0.0], N[(N[((-b) - t$95$0), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) + t$95$0), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\\
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-b\right) - t\_0}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) + t\_0}\\
\end{array}
\end{array}
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (* 2.0 c) (- (- b) b)))
(t_1 (sqrt (fma (* c a) -4.0 (* b b)))))
(if (<= b -5e+142)
(if (>= b 0.0) (* (/ (* -2.0 b) a) 0.5) t_0)
(if (<= b 2e+110)
(if (>= b 0.0) (* -0.5 (/ (+ t_1 b) a)) (/ (* 2.0 c) (- t_1 b)))
(if (>= b 0.0) (- (/ c b) (/ b a)) t_0)))))
double code(double a, double b, double c) {
double t_0 = (2.0 * c) / (-b - b);
double t_1 = sqrt(fma((c * a), -4.0, (b * b)));
double tmp_1;
if (b <= -5e+142) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = ((-2.0 * b) / a) * 0.5;
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b <= 2e+110) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = -0.5 * ((t_1 + b) / a);
} else {
tmp_3 = (2.0 * c) / (t_1 - b);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (c / b) - (b / a);
} else {
tmp_1 = t_0;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(2.0 * c) / Float64(Float64(-b) - b)) t_1 = sqrt(fma(Float64(c * a), -4.0, Float64(b * b))) tmp_1 = 0.0 if (b <= -5e+142) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(Float64(-2.0 * b) / a) * 0.5); else tmp_2 = t_0; end tmp_1 = tmp_2; elseif (b <= 2e+110) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(-0.5 * Float64(Float64(t_1 + b) / a)); else tmp_3 = Float64(Float64(2.0 * c) / Float64(t_1 - b)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(c / b) - Float64(b / a)); else tmp_1 = t_0; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(2.0 * c), $MachinePrecision] / N[((-b) - b), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[Sqrt[N[(N[(c * a), $MachinePrecision] * -4.0 + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -5e+142], If[GreaterEqual[b, 0.0], N[(N[(N[(-2.0 * b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision], t$95$0], If[LessEqual[b, 2e+110], If[GreaterEqual[b, 0.0], N[(-0.5 * N[(N[(t$95$1 + b), $MachinePrecision] / a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[(t$95$1 - b), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(c / b), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision], t$95$0]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{2 \cdot c}{\left(-b\right) - b}\\
t_1 := \sqrt{\mathsf{fma}\left(c \cdot a, -4, b \cdot b\right)}\\
\mathbf{if}\;b \leq -5 \cdot 10^{+142}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot b}{a} \cdot 0.5\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \leq 2 \cdot 10^{+110}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;-0.5 \cdot \frac{t\_1 + b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{t\_1 - b}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c}{b} - \frac{b}{a}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < -5.0000000000000001e142Initial program 40.4%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6497.5
Applied rewrites97.5%
Taylor expanded in c around 0
lower-*.f6497.5
Applied rewrites97.5%
lift-/.f64N/A
clear-numN/A
associate-/r/N/A
lower-*.f64N/A
lift-*.f64N/A
associate-/r*N/A
metadata-evalN/A
lower-/.f6497.5
lift-+.f64N/A
+-commutativeN/A
lift-neg.f64N/A
unsub-negN/A
Applied rewrites97.5%
lift-*.f64N/A
lift-/.f64N/A
associate-*l/N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f6497.5
Applied rewrites97.5%
if -5.0000000000000001e142 < b < 2e110Initial program 90.9%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6466.6
Applied rewrites66.6%
Taylor expanded in c around 0
lower-*.f6452.2
Applied rewrites52.2%
Taylor expanded in c around 0
Applied rewrites90.9%
if 2e110 < b Initial program 48.4%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6448.4
Applied rewrites48.4%
Taylor expanded in c around 0
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f6494.6
Applied rewrites94.6%
Final simplification92.6%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (* 2.0 c) (- (- b) b))) (t_1 (sqrt (* -4.0 (* c a)))))
(if (<= b -8e-99)
(if (>= b 0.0) (* (/ (* -2.0 b) a) 0.5) t_0)
(if (<= b -9.6e-307)
(if (>= b 0.0)
(/ (- (- b) (fma (* -2.0 a) (/ c b) b)) (* 2.0 a))
(/ (* 2.0 c) (- t_1 b)))
(if (<= b 1.02e-35)
(if (>= b 0.0) (/ (+ t_1 b) (* (- a) 2.0)) t_0)
(if (>= b 0.0) (- (/ c b) (/ b a)) t_0))))))
double code(double a, double b, double c) {
double t_0 = (2.0 * c) / (-b - b);
double t_1 = sqrt((-4.0 * (c * a)));
double tmp_1;
if (b <= -8e-99) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = ((-2.0 * b) / a) * 0.5;
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b <= -9.6e-307) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-b - fma((-2.0 * a), (c / b), b)) / (2.0 * a);
} else {
tmp_3 = (2.0 * c) / (t_1 - b);
}
tmp_1 = tmp_3;
} else if (b <= 1.02e-35) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = (t_1 + b) / (-a * 2.0);
} else {
tmp_4 = t_0;
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = (c / b) - (b / a);
} else {
tmp_1 = t_0;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(2.0 * c) / Float64(Float64(-b) - b)) t_1 = sqrt(Float64(-4.0 * Float64(c * a))) tmp_1 = 0.0 if (b <= -8e-99) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(Float64(-2.0 * b) / a) * 0.5); else tmp_2 = t_0; end tmp_1 = tmp_2; elseif (b <= -9.6e-307) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(Float64(-b) - fma(Float64(-2.0 * a), Float64(c / b), b)) / Float64(2.0 * a)); else tmp_3 = Float64(Float64(2.0 * c) / Float64(t_1 - b)); end tmp_1 = tmp_3; elseif (b <= 1.02e-35) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(Float64(t_1 + b) / Float64(Float64(-a) * 2.0)); else tmp_4 = t_0; end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = Float64(Float64(c / b) - Float64(b / a)); else tmp_1 = t_0; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(2.0 * c), $MachinePrecision] / N[((-b) - b), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[Sqrt[N[(-4.0 * N[(c * a), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -8e-99], If[GreaterEqual[b, 0.0], N[(N[(N[(-2.0 * b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision], t$95$0], If[LessEqual[b, -9.6e-307], If[GreaterEqual[b, 0.0], N[(N[((-b) - N[(N[(-2.0 * a), $MachinePrecision] * N[(c / b), $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[(t$95$1 - b), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 1.02e-35], If[GreaterEqual[b, 0.0], N[(N[(t$95$1 + b), $MachinePrecision] / N[((-a) * 2.0), $MachinePrecision]), $MachinePrecision], t$95$0], If[GreaterEqual[b, 0.0], N[(N[(c / b), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision], t$95$0]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{2 \cdot c}{\left(-b\right) - b}\\
t_1 := \sqrt{-4 \cdot \left(c \cdot a\right)}\\
\mathbf{if}\;b \leq -8 \cdot 10^{-99}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot b}{a} \cdot 0.5\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \leq -9.6 \cdot 10^{-307}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-b\right) - \mathsf{fma}\left(-2 \cdot a, \frac{c}{b}, b\right)}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{t\_1 - b}\\
\end{array}\\
\mathbf{elif}\;b \leq 1.02 \cdot 10^{-35}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{t\_1 + b}{\left(-a\right) \cdot 2}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c}{b} - \frac{b}{a}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < -8.0000000000000002e-99Initial program 72.0%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6479.0
Applied rewrites79.0%
Taylor expanded in c around 0
lower-*.f6479.0
Applied rewrites79.0%
lift-/.f64N/A
clear-numN/A
associate-/r/N/A
lower-*.f64N/A
lift-*.f64N/A
associate-/r*N/A
metadata-evalN/A
lower-/.f6479.0
lift-+.f64N/A
+-commutativeN/A
lift-neg.f64N/A
unsub-negN/A
Applied rewrites79.0%
lift-*.f64N/A
lift-/.f64N/A
associate-*l/N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f6479.0
Applied rewrites79.0%
if -8.0000000000000002e-99 < b < -9.60000000000000071e-307Initial program 89.7%
Taylor expanded in c around 0
+-commutativeN/A
associate-/l*N/A
associate-*r*N/A
lower-fma.f64N/A
lower-*.f64N/A
lower-/.f6489.7
Applied rewrites89.7%
Taylor expanded in c around inf
lower-*.f64N/A
*-commutativeN/A
lower-*.f6484.5
Applied rewrites84.5%
if -9.60000000000000071e-307 < b < 1.01999999999999995e-35Initial program 80.9%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6480.9
Applied rewrites80.9%
Taylor expanded in c around inf
lower-*.f64N/A
*-commutativeN/A
lower-*.f6462.6
Applied rewrites62.6%
if 1.01999999999999995e-35 < b Initial program 69.5%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6469.5
Applied rewrites69.5%
Taylor expanded in c around 0
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f6493.7
Applied rewrites93.7%
Final simplification82.2%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (* 2.0 c) (- (- b) b))))
(if (<= b 1.02e-35)
(if (>= b 0.0) (/ (+ (sqrt (* -4.0 (* c a))) b) (* (- a) 2.0)) t_0)
(if (>= b 0.0) (- (/ c b) (/ b a)) t_0))))
double code(double a, double b, double c) {
double t_0 = (2.0 * c) / (-b - b);
double tmp_1;
if (b <= 1.02e-35) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (sqrt((-4.0 * (c * a))) + b) / (-a * 2.0);
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (c / b) - (b / a);
} else {
tmp_1 = t_0;
}
return tmp_1;
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
t_0 = (2.0d0 * c) / (-b - b)
if (b <= 1.02d-35) then
if (b >= 0.0d0) then
tmp_2 = (sqrt(((-4.0d0) * (c * a))) + b) / (-a * 2.0d0)
else
tmp_2 = t_0
end if
tmp_1 = tmp_2
else if (b >= 0.0d0) then
tmp_1 = (c / b) - (b / a)
else
tmp_1 = t_0
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double t_0 = (2.0 * c) / (-b - b);
double tmp_1;
if (b <= 1.02e-35) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (Math.sqrt((-4.0 * (c * a))) + b) / (-a * 2.0);
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (c / b) - (b / a);
} else {
tmp_1 = t_0;
}
return tmp_1;
}
def code(a, b, c): t_0 = (2.0 * c) / (-b - b) tmp_1 = 0 if b <= 1.02e-35: tmp_2 = 0 if b >= 0.0: tmp_2 = (math.sqrt((-4.0 * (c * a))) + b) / (-a * 2.0) else: tmp_2 = t_0 tmp_1 = tmp_2 elif b >= 0.0: tmp_1 = (c / b) - (b / a) else: tmp_1 = t_0 return tmp_1
function code(a, b, c) t_0 = Float64(Float64(2.0 * c) / Float64(Float64(-b) - b)) tmp_1 = 0.0 if (b <= 1.02e-35) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(sqrt(Float64(-4.0 * Float64(c * a))) + b) / Float64(Float64(-a) * 2.0)); else tmp_2 = t_0; end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = Float64(Float64(c / b) - Float64(b / a)); else tmp_1 = t_0; end return tmp_1 end
function tmp_4 = code(a, b, c) t_0 = (2.0 * c) / (-b - b); tmp_2 = 0.0; if (b <= 1.02e-35) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = (sqrt((-4.0 * (c * a))) + b) / (-a * 2.0); else tmp_3 = t_0; end tmp_2 = tmp_3; elseif (b >= 0.0) tmp_2 = (c / b) - (b / a); else tmp_2 = t_0; end tmp_4 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(2.0 * c), $MachinePrecision] / N[((-b) - b), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, 1.02e-35], If[GreaterEqual[b, 0.0], N[(N[(N[Sqrt[N[(-4.0 * N[(c * a), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] + b), $MachinePrecision] / N[((-a) * 2.0), $MachinePrecision]), $MachinePrecision], t$95$0], If[GreaterEqual[b, 0.0], N[(N[(c / b), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision], t$95$0]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{2 \cdot c}{\left(-b\right) - b}\\
\mathbf{if}\;b \leq 1.02 \cdot 10^{-35}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\sqrt{-4 \cdot \left(c \cdot a\right)} + b}{\left(-a\right) \cdot 2}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c}{b} - \frac{b}{a}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < 1.01999999999999995e-35Initial program 77.8%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6466.2
Applied rewrites66.2%
Taylor expanded in c around inf
lower-*.f64N/A
*-commutativeN/A
lower-*.f6461.9
Applied rewrites61.9%
if 1.01999999999999995e-35 < b Initial program 69.5%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6469.5
Applied rewrites69.5%
Taylor expanded in c around 0
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f6493.7
Applied rewrites93.7%
Final simplification72.8%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (* 2.0 c) (- (- b) b))))
(if (<= b 1.02e-35)
(if (>= b 0.0) (* (/ 0.5 (- a)) (+ (sqrt (* (* -4.0 c) a)) b)) t_0)
(if (>= b 0.0) (- (/ c b) (/ b a)) t_0))))
double code(double a, double b, double c) {
double t_0 = (2.0 * c) / (-b - b);
double tmp_1;
if (b <= 1.02e-35) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (0.5 / -a) * (sqrt(((-4.0 * c) * a)) + b);
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (c / b) - (b / a);
} else {
tmp_1 = t_0;
}
return tmp_1;
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
t_0 = (2.0d0 * c) / (-b - b)
if (b <= 1.02d-35) then
if (b >= 0.0d0) then
tmp_2 = (0.5d0 / -a) * (sqrt((((-4.0d0) * c) * a)) + b)
else
tmp_2 = t_0
end if
tmp_1 = tmp_2
else if (b >= 0.0d0) then
tmp_1 = (c / b) - (b / a)
else
tmp_1 = t_0
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double t_0 = (2.0 * c) / (-b - b);
double tmp_1;
if (b <= 1.02e-35) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (0.5 / -a) * (Math.sqrt(((-4.0 * c) * a)) + b);
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (c / b) - (b / a);
} else {
tmp_1 = t_0;
}
return tmp_1;
}
def code(a, b, c): t_0 = (2.0 * c) / (-b - b) tmp_1 = 0 if b <= 1.02e-35: tmp_2 = 0 if b >= 0.0: tmp_2 = (0.5 / -a) * (math.sqrt(((-4.0 * c) * a)) + b) else: tmp_2 = t_0 tmp_1 = tmp_2 elif b >= 0.0: tmp_1 = (c / b) - (b / a) else: tmp_1 = t_0 return tmp_1
function code(a, b, c) t_0 = Float64(Float64(2.0 * c) / Float64(Float64(-b) - b)) tmp_1 = 0.0 if (b <= 1.02e-35) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(0.5 / Float64(-a)) * Float64(sqrt(Float64(Float64(-4.0 * c) * a)) + b)); else tmp_2 = t_0; end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = Float64(Float64(c / b) - Float64(b / a)); else tmp_1 = t_0; end return tmp_1 end
function tmp_4 = code(a, b, c) t_0 = (2.0 * c) / (-b - b); tmp_2 = 0.0; if (b <= 1.02e-35) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = (0.5 / -a) * (sqrt(((-4.0 * c) * a)) + b); else tmp_3 = t_0; end tmp_2 = tmp_3; elseif (b >= 0.0) tmp_2 = (c / b) - (b / a); else tmp_2 = t_0; end tmp_4 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(2.0 * c), $MachinePrecision] / N[((-b) - b), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, 1.02e-35], If[GreaterEqual[b, 0.0], N[(N[(0.5 / (-a)), $MachinePrecision] * N[(N[Sqrt[N[(N[(-4.0 * c), $MachinePrecision] * a), $MachinePrecision]], $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision], t$95$0], If[GreaterEqual[b, 0.0], N[(N[(c / b), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision], t$95$0]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{2 \cdot c}{\left(-b\right) - b}\\
\mathbf{if}\;b \leq 1.02 \cdot 10^{-35}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{0.5}{-a} \cdot \left(\sqrt{\left(-4 \cdot c\right) \cdot a} + b\right)\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c}{b} - \frac{b}{a}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < 1.01999999999999995e-35Initial program 77.8%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6466.2
Applied rewrites66.2%
Taylor expanded in c around inf
lower-*.f64N/A
*-commutativeN/A
lower-*.f6461.9
Applied rewrites61.9%
lift-/.f64N/A
clear-numN/A
associate-/r/N/A
lower-*.f64N/A
lift-*.f64N/A
associate-/r*N/A
metadata-evalN/A
lower-/.f6461.8
Applied rewrites61.8%
if 1.01999999999999995e-35 < b Initial program 69.5%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6469.5
Applied rewrites69.5%
Taylor expanded in c around 0
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f6493.7
Applied rewrites93.7%
Final simplification72.8%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (- (/ c b) (/ b a)) (/ (* 2.0 c) (- (- b) b))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (c / b) - (b / a);
} else {
tmp = (2.0 * c) / (-b - b);
}
return tmp;
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: tmp
if (b >= 0.0d0) then
tmp = (c / b) - (b / a)
else
tmp = (2.0d0 * c) / (-b - b)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (c / b) - (b / a);
} else {
tmp = (2.0 * c) / (-b - b);
}
return tmp;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = (c / b) - (b / a) else: tmp = (2.0 * c) / (-b - b) return tmp
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(c / b) - Float64(b / a)); else tmp = Float64(Float64(2.0 * c) / Float64(Float64(-b) - b)); end return tmp end
function tmp_2 = code(a, b, c) tmp = 0.0; if (b >= 0.0) tmp = (c / b) - (b / a); else tmp = (2.0 * c) / (-b - b); end tmp_2 = tmp; end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[(N[(c / b), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) - b), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{c}{b} - \frac{b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) - b}\\
\end{array}
\end{array}
Initial program 74.9%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6467.3
Applied rewrites67.3%
Taylor expanded in c around 0
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f6467.5
Applied rewrites67.5%
Final simplification67.5%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (* (/ (* -2.0 b) a) 0.5) (/ (* 2.0 c) (- (- b) b))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = ((-2.0 * b) / a) * 0.5;
} else {
tmp = (2.0 * c) / (-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) * b) / a) * 0.5d0
else
tmp = (2.0d0 * c) / (-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 * b) / a) * 0.5;
} else {
tmp = (2.0 * c) / (-b - b);
}
return tmp;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = ((-2.0 * b) / a) * 0.5 else: tmp = (2.0 * c) / (-b - b) return tmp
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(Float64(-2.0 * b) / a) * 0.5); else tmp = Float64(Float64(2.0 * c) / 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 * b) / a) * 0.5; else tmp = (2.0 * c) / (-b - b); end tmp_2 = tmp; end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[(N[(N[(-2.0 * b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) - b), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot b}{a} \cdot 0.5\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) - b}\\
\end{array}
\end{array}
Initial program 74.9%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6467.3
Applied rewrites67.3%
Taylor expanded in c around 0
lower-*.f6467.3
Applied rewrites67.3%
lift-/.f64N/A
clear-numN/A
associate-/r/N/A
lower-*.f64N/A
lift-*.f64N/A
associate-/r*N/A
metadata-evalN/A
lower-/.f6467.2
lift-+.f64N/A
+-commutativeN/A
lift-neg.f64N/A
unsub-negN/A
Applied rewrites67.2%
lift-*.f64N/A
lift-/.f64N/A
associate-*l/N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f6467.3
Applied rewrites67.3%
Final simplification67.3%
herbie shell --seed 2024276
(FPCore (a b c)
:name "jeff quadratic root 1"
:precision binary64
(if (>= b 0.0) (/ (- (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a)) (/ (* 2.0 c) (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))))))