
(FPCore (a b c) :precision binary64 (/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a)))
double code(double a, double b, double c) {
return (-b + sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a);
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
code = (-b + sqrt(((b * b) - ((3.0d0 * a) * c)))) / (3.0d0 * a)
end function
public static double code(double a, double b, double c) {
return (-b + Math.sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a);
}
def code(a, b, c): return (-b + math.sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a)
function code(a, b, c) return Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(3.0 * a) * c)))) / Float64(3.0 * a)) end
function tmp = code(a, b, c) tmp = (-b + sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a); end
code[a_, b_, c_] := N[(N[((-b) + N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(3.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}
\end{array}
Sampling outcomes in binary64 precision:
Herbie found 14 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (a b c) :precision binary64 (/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a)))
double code(double a, double b, double c) {
return (-b + sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a);
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
code = (-b + sqrt(((b * b) - ((3.0d0 * a) * c)))) / (3.0d0 * a)
end function
public static double code(double a, double b, double c) {
return (-b + Math.sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a);
}
def code(a, b, c): return (-b + math.sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a)
function code(a, b, c) return Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(3.0 * a) * c)))) / Float64(3.0 * a)) end
function tmp = code(a, b, c) tmp = (-b + sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a); end
code[a_, b_, c_] := N[(N[((-b) + N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(3.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}
\end{array}
(FPCore (a b c)
:precision binary64
(let* ((t_0 (* (/ c (* b (* b b))) -0.375)) (t_1 (fma -3.0 (* a c) (* b b))))
(if (<= (/ (- (sqrt (- (* b b) (* (* 3.0 a) c))) b) (* 3.0 a)) -0.25)
(/ -1.0 (/ a (* 0.3333333333333333 (/ (- (* b b) t_1) (+ b (sqrt t_1))))))
(/
1.0
(fma
a
(fma
a
(*
-3.0
(fma
a
(fma
-0.75
(* c (/ t_0 (* b b)))
(fma
-0.2222222222222222
(/ (* b (* (/ (pow c 4.0) (pow b 6.0)) 6.328125)) (* c c))
(/ (* (* c c) 0.5625) (pow b 5.0))))
t_0))
(/ 1.5 b))
(/ (* b -2.0) c))))))
double code(double a, double b, double c) {
double t_0 = (c / (b * (b * b))) * -0.375;
double t_1 = fma(-3.0, (a * c), (b * b));
double tmp;
if (((sqrt(((b * b) - ((3.0 * a) * c))) - b) / (3.0 * a)) <= -0.25) {
tmp = -1.0 / (a / (0.3333333333333333 * (((b * b) - t_1) / (b + sqrt(t_1)))));
} else {
tmp = 1.0 / fma(a, fma(a, (-3.0 * fma(a, fma(-0.75, (c * (t_0 / (b * b))), fma(-0.2222222222222222, ((b * ((pow(c, 4.0) / pow(b, 6.0)) * 6.328125)) / (c * c)), (((c * c) * 0.5625) / pow(b, 5.0)))), t_0)), (1.5 / b)), ((b * -2.0) / c));
}
return tmp;
}
function code(a, b, c) t_0 = Float64(Float64(c / Float64(b * Float64(b * b))) * -0.375) t_1 = fma(-3.0, Float64(a * c), Float64(b * b)) tmp = 0.0 if (Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(Float64(3.0 * a) * c))) - b) / Float64(3.0 * a)) <= -0.25) tmp = Float64(-1.0 / Float64(a / Float64(0.3333333333333333 * Float64(Float64(Float64(b * b) - t_1) / Float64(b + sqrt(t_1)))))); else tmp = Float64(1.0 / fma(a, fma(a, Float64(-3.0 * fma(a, fma(-0.75, Float64(c * Float64(t_0 / Float64(b * b))), fma(-0.2222222222222222, Float64(Float64(b * Float64(Float64((c ^ 4.0) / (b ^ 6.0)) * 6.328125)) / Float64(c * c)), Float64(Float64(Float64(c * c) * 0.5625) / (b ^ 5.0)))), t_0)), Float64(1.5 / b)), Float64(Float64(b * -2.0) / c))); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(c / N[(b * N[(b * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * -0.375), $MachinePrecision]}, Block[{t$95$1 = N[(-3.0 * N[(a * c), $MachinePrecision] + N[(b * b), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(3.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], -0.25], N[(-1.0 / N[(a / N[(0.3333333333333333 * N[(N[(N[(b * b), $MachinePrecision] - t$95$1), $MachinePrecision] / N[(b + N[Sqrt[t$95$1], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(1.0 / N[(a * N[(a * N[(-3.0 * N[(a * N[(-0.75 * N[(c * N[(t$95$0 / N[(b * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(-0.2222222222222222 * N[(N[(b * N[(N[(N[Power[c, 4.0], $MachinePrecision] / N[Power[b, 6.0], $MachinePrecision]), $MachinePrecision] * 6.328125), $MachinePrecision]), $MachinePrecision] / N[(c * c), $MachinePrecision]), $MachinePrecision] + N[(N[(N[(c * c), $MachinePrecision] * 0.5625), $MachinePrecision] / N[Power[b, 5.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + t$95$0), $MachinePrecision]), $MachinePrecision] + N[(1.5 / b), $MachinePrecision]), $MachinePrecision] + N[(N[(b * -2.0), $MachinePrecision] / c), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{c}{b \cdot \left(b \cdot b\right)} \cdot -0.375\\
t_1 := \mathsf{fma}\left(-3, a \cdot c, b \cdot b\right)\\
\mathbf{if}\;\frac{\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c} - b}{3 \cdot a} \leq -0.25:\\
\;\;\;\;\frac{-1}{\frac{a}{0.3333333333333333 \cdot \frac{b \cdot b - t\_1}{b + \sqrt{t\_1}}}}\\
\mathbf{else}:\\
\;\;\;\;\frac{1}{\mathsf{fma}\left(a, \mathsf{fma}\left(a, -3 \cdot \mathsf{fma}\left(a, \mathsf{fma}\left(-0.75, c \cdot \frac{t\_0}{b \cdot b}, \mathsf{fma}\left(-0.2222222222222222, \frac{b \cdot \left(\frac{{c}^{4}}{{b}^{6}} \cdot 6.328125\right)}{c \cdot c}, \frac{\left(c \cdot c\right) \cdot 0.5625}{{b}^{5}}\right)\right), t\_0\right), \frac{1.5}{b}\right), \frac{b \cdot -2}{c}\right)}\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) < -0.25Initial program 86.1%
Taylor expanded in a around inf
lower-*.f64N/A
cancel-sign-sub-invN/A
metadata-evalN/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f6486.1
Applied rewrites86.1%
lift-/.f64N/A
lift-*.f64N/A
associate-/r*N/A
clear-numN/A
lower-/.f64N/A
lower-/.f64N/A
div-invN/A
lower-*.f64N/A
Applied rewrites86.2%
lift--.f64N/A
flip--N/A
lower-/.f64N/A
Applied rewrites87.5%
if -0.25 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) Initial program 46.1%
Taylor expanded in a around inf
lower-*.f64N/A
cancel-sign-sub-invN/A
metadata-evalN/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f6445.9
Applied rewrites45.9%
lift-/.f64N/A
lift-*.f64N/A
associate-/r*N/A
clear-numN/A
lower-/.f64N/A
lower-/.f64N/A
div-invN/A
lower-*.f64N/A
Applied rewrites46.1%
Taylor expanded in a around 0
Applied rewrites96.2%
Final simplification95.0%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (fma -3.0 (* a c) (* b b))) (t_1 (* b (* b b))))
(if (<= (/ (- (sqrt (- (* b b) (* (* 3.0 a) c))) b) (* 3.0 a)) -0.25)
(/ -1.0 (/ a (* 0.3333333333333333 (/ (- (* b b) t_0) (+ b (sqrt t_0))))))
(fma
a
(fma
(fma
(/ (* (* c (* c (* c c))) (* a 6.328125)) (* b (* t_1 t_1)))
-0.16666666666666666
(/ (* c (* (* c c) -0.5625)) (* (* b b) t_1)))
a
(/ (* c (* c -0.375)) t_1))
(* -0.5 (/ c b))))))
double code(double a, double b, double c) {
double t_0 = fma(-3.0, (a * c), (b * b));
double t_1 = b * (b * b);
double tmp;
if (((sqrt(((b * b) - ((3.0 * a) * c))) - b) / (3.0 * a)) <= -0.25) {
tmp = -1.0 / (a / (0.3333333333333333 * (((b * b) - t_0) / (b + sqrt(t_0)))));
} else {
tmp = fma(a, fma(fma((((c * (c * (c * c))) * (a * 6.328125)) / (b * (t_1 * t_1))), -0.16666666666666666, ((c * ((c * c) * -0.5625)) / ((b * b) * t_1))), a, ((c * (c * -0.375)) / t_1)), (-0.5 * (c / b)));
}
return tmp;
}
function code(a, b, c) t_0 = fma(-3.0, Float64(a * c), Float64(b * b)) t_1 = Float64(b * Float64(b * b)) tmp = 0.0 if (Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(Float64(3.0 * a) * c))) - b) / Float64(3.0 * a)) <= -0.25) tmp = Float64(-1.0 / Float64(a / Float64(0.3333333333333333 * Float64(Float64(Float64(b * b) - t_0) / Float64(b + sqrt(t_0)))))); else tmp = fma(a, fma(fma(Float64(Float64(Float64(c * Float64(c * Float64(c * c))) * Float64(a * 6.328125)) / Float64(b * Float64(t_1 * t_1))), -0.16666666666666666, Float64(Float64(c * Float64(Float64(c * c) * -0.5625)) / Float64(Float64(b * b) * t_1))), a, Float64(Float64(c * Float64(c * -0.375)) / t_1)), Float64(-0.5 * Float64(c / b))); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(-3.0 * N[(a * c), $MachinePrecision] + N[(b * b), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(b * N[(b * b), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(3.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], -0.25], N[(-1.0 / N[(a / N[(0.3333333333333333 * N[(N[(N[(b * b), $MachinePrecision] - t$95$0), $MachinePrecision] / N[(b + N[Sqrt[t$95$0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(a * N[(N[(N[(N[(N[(c * N[(c * N[(c * c), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(a * 6.328125), $MachinePrecision]), $MachinePrecision] / N[(b * N[(t$95$1 * t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * -0.16666666666666666 + N[(N[(c * N[(N[(c * c), $MachinePrecision] * -0.5625), $MachinePrecision]), $MachinePrecision] / N[(N[(b * b), $MachinePrecision] * t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * a + N[(N[(c * N[(c * -0.375), $MachinePrecision]), $MachinePrecision] / t$95$1), $MachinePrecision]), $MachinePrecision] + N[(-0.5 * N[(c / b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(-3, a \cdot c, b \cdot b\right)\\
t_1 := b \cdot \left(b \cdot b\right)\\
\mathbf{if}\;\frac{\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c} - b}{3 \cdot a} \leq -0.25:\\
\;\;\;\;\frac{-1}{\frac{a}{0.3333333333333333 \cdot \frac{b \cdot b - t\_0}{b + \sqrt{t\_0}}}}\\
\mathbf{else}:\\
\;\;\;\;\mathsf{fma}\left(a, \mathsf{fma}\left(\mathsf{fma}\left(\frac{\left(c \cdot \left(c \cdot \left(c \cdot c\right)\right)\right) \cdot \left(a \cdot 6.328125\right)}{b \cdot \left(t\_1 \cdot t\_1\right)}, -0.16666666666666666, \frac{c \cdot \left(\left(c \cdot c\right) \cdot -0.5625\right)}{\left(b \cdot b\right) \cdot t\_1}\right), a, \frac{c \cdot \left(c \cdot -0.375\right)}{t\_1}\right), -0.5 \cdot \frac{c}{b}\right)\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) < -0.25Initial program 86.1%
Taylor expanded in a around inf
lower-*.f64N/A
cancel-sign-sub-invN/A
metadata-evalN/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f6486.1
Applied rewrites86.1%
lift-/.f64N/A
lift-*.f64N/A
associate-/r*N/A
clear-numN/A
lower-/.f64N/A
lower-/.f64N/A
div-invN/A
lower-*.f64N/A
Applied rewrites86.2%
lift--.f64N/A
flip--N/A
lower-/.f64N/A
Applied rewrites87.5%
if -0.25 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) Initial program 46.1%
Taylor expanded in a around 0
Applied rewrites96.2%
Applied rewrites96.2%
Final simplification95.0%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (fma -3.0 (* a c) (* b b))) (t_1 (* b (* b (* b b)))))
(if (<= (/ (- (sqrt (- (* b b) (* (* 3.0 a) c))) b) (* 3.0 a)) -0.25)
(/ -1.0 (/ a (* 0.3333333333333333 (/ (- (* b b) t_0) (+ b (sqrt t_0))))))
(/
(+
(fma c -0.5 (/ (* -0.375 (* c (* a c))) (* b b)))
(fma
-0.5625
(/ (* c (* c (* c (* a a)))) t_1)
(/
(* (* c (* c (* c c))) (* -1.0546875 (* a (* a a))))
(* b (* b t_1)))))
b))))
double code(double a, double b, double c) {
double t_0 = fma(-3.0, (a * c), (b * b));
double t_1 = b * (b * (b * b));
double tmp;
if (((sqrt(((b * b) - ((3.0 * a) * c))) - b) / (3.0 * a)) <= -0.25) {
tmp = -1.0 / (a / (0.3333333333333333 * (((b * b) - t_0) / (b + sqrt(t_0)))));
} else {
tmp = (fma(c, -0.5, ((-0.375 * (c * (a * c))) / (b * b))) + fma(-0.5625, ((c * (c * (c * (a * a)))) / t_1), (((c * (c * (c * c))) * (-1.0546875 * (a * (a * a)))) / (b * (b * t_1))))) / b;
}
return tmp;
}
function code(a, b, c) t_0 = fma(-3.0, Float64(a * c), Float64(b * b)) t_1 = Float64(b * Float64(b * Float64(b * b))) tmp = 0.0 if (Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(Float64(3.0 * a) * c))) - b) / Float64(3.0 * a)) <= -0.25) tmp = Float64(-1.0 / Float64(a / Float64(0.3333333333333333 * Float64(Float64(Float64(b * b) - t_0) / Float64(b + sqrt(t_0)))))); else tmp = Float64(Float64(fma(c, -0.5, Float64(Float64(-0.375 * Float64(c * Float64(a * c))) / Float64(b * b))) + fma(-0.5625, Float64(Float64(c * Float64(c * Float64(c * Float64(a * a)))) / t_1), Float64(Float64(Float64(c * Float64(c * Float64(c * c))) * Float64(-1.0546875 * Float64(a * Float64(a * a)))) / Float64(b * Float64(b * t_1))))) / b); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(-3.0 * N[(a * c), $MachinePrecision] + N[(b * b), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(b * N[(b * N[(b * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(3.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], -0.25], N[(-1.0 / N[(a / N[(0.3333333333333333 * N[(N[(N[(b * b), $MachinePrecision] - t$95$0), $MachinePrecision] / N[(b + N[Sqrt[t$95$0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(N[(c * -0.5 + N[(N[(-0.375 * N[(c * N[(a * c), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(b * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(-0.5625 * N[(N[(c * N[(c * N[(c * N[(a * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / t$95$1), $MachinePrecision] + N[(N[(N[(c * N[(c * N[(c * c), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(-1.0546875 * N[(a * N[(a * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(b * N[(b * t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / b), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(-3, a \cdot c, b \cdot b\right)\\
t_1 := b \cdot \left(b \cdot \left(b \cdot b\right)\right)\\
\mathbf{if}\;\frac{\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c} - b}{3 \cdot a} \leq -0.25:\\
\;\;\;\;\frac{-1}{\frac{a}{0.3333333333333333 \cdot \frac{b \cdot b - t\_0}{b + \sqrt{t\_0}}}}\\
\mathbf{else}:\\
\;\;\;\;\frac{\mathsf{fma}\left(c, -0.5, \frac{-0.375 \cdot \left(c \cdot \left(a \cdot c\right)\right)}{b \cdot b}\right) + \mathsf{fma}\left(-0.5625, \frac{c \cdot \left(c \cdot \left(c \cdot \left(a \cdot a\right)\right)\right)}{t\_1}, \frac{\left(c \cdot \left(c \cdot \left(c \cdot c\right)\right)\right) \cdot \left(-1.0546875 \cdot \left(a \cdot \left(a \cdot a\right)\right)\right)}{b \cdot \left(b \cdot t\_1\right)}\right)}{b}\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) < -0.25Initial program 86.1%
Taylor expanded in a around inf
lower-*.f64N/A
cancel-sign-sub-invN/A
metadata-evalN/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f6486.1
Applied rewrites86.1%
lift-/.f64N/A
lift-*.f64N/A
associate-/r*N/A
clear-numN/A
lower-/.f64N/A
lower-/.f64N/A
div-invN/A
lower-*.f64N/A
Applied rewrites86.2%
lift--.f64N/A
flip--N/A
lower-/.f64N/A
Applied rewrites87.5%
if -0.25 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) Initial program 46.1%
Taylor expanded in a around 0
Applied rewrites96.2%
Applied rewrites96.2%
Taylor expanded in b around inf
Applied rewrites96.2%
Applied rewrites96.2%
Final simplification95.0%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (fma -3.0 (* a c) (* b b))) (t_1 (* b (* b (* b b)))))
(if (<= (/ (- (sqrt (- (* b b) (* (* 3.0 a) c))) b) (* 3.0 a)) -0.25)
(/ -1.0 (/ a (* 0.3333333333333333 (/ (- (* b b) t_0) (+ b (sqrt t_0))))))
(/
(fma
(/ (* (* a a) (* a (* c (* c (* c c))))) (* b (* b t_1)))
-1.0546875
(fma
-0.5625
(/ (* c (* c (* c (* a a)))) t_1)
(fma c -0.5 (/ (* -0.375 (* c (* a c))) (* b b)))))
b))))
double code(double a, double b, double c) {
double t_0 = fma(-3.0, (a * c), (b * b));
double t_1 = b * (b * (b * b));
double tmp;
if (((sqrt(((b * b) - ((3.0 * a) * c))) - b) / (3.0 * a)) <= -0.25) {
tmp = -1.0 / (a / (0.3333333333333333 * (((b * b) - t_0) / (b + sqrt(t_0)))));
} else {
tmp = fma((((a * a) * (a * (c * (c * (c * c))))) / (b * (b * t_1))), -1.0546875, fma(-0.5625, ((c * (c * (c * (a * a)))) / t_1), fma(c, -0.5, ((-0.375 * (c * (a * c))) / (b * b))))) / b;
}
return tmp;
}
function code(a, b, c) t_0 = fma(-3.0, Float64(a * c), Float64(b * b)) t_1 = Float64(b * Float64(b * Float64(b * b))) tmp = 0.0 if (Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(Float64(3.0 * a) * c))) - b) / Float64(3.0 * a)) <= -0.25) tmp = Float64(-1.0 / Float64(a / Float64(0.3333333333333333 * Float64(Float64(Float64(b * b) - t_0) / Float64(b + sqrt(t_0)))))); else tmp = Float64(fma(Float64(Float64(Float64(a * a) * Float64(a * Float64(c * Float64(c * Float64(c * c))))) / Float64(b * Float64(b * t_1))), -1.0546875, fma(-0.5625, Float64(Float64(c * Float64(c * Float64(c * Float64(a * a)))) / t_1), fma(c, -0.5, Float64(Float64(-0.375 * Float64(c * Float64(a * c))) / Float64(b * b))))) / b); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(-3.0 * N[(a * c), $MachinePrecision] + N[(b * b), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(b * N[(b * N[(b * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(3.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], -0.25], N[(-1.0 / N[(a / N[(0.3333333333333333 * N[(N[(N[(b * b), $MachinePrecision] - t$95$0), $MachinePrecision] / N[(b + N[Sqrt[t$95$0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(N[(N[(N[(a * a), $MachinePrecision] * N[(a * N[(c * N[(c * N[(c * c), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(b * N[(b * t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * -1.0546875 + N[(-0.5625 * N[(N[(c * N[(c * N[(c * N[(a * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / t$95$1), $MachinePrecision] + N[(c * -0.5 + N[(N[(-0.375 * N[(c * N[(a * c), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(b * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / b), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(-3, a \cdot c, b \cdot b\right)\\
t_1 := b \cdot \left(b \cdot \left(b \cdot b\right)\right)\\
\mathbf{if}\;\frac{\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c} - b}{3 \cdot a} \leq -0.25:\\
\;\;\;\;\frac{-1}{\frac{a}{0.3333333333333333 \cdot \frac{b \cdot b - t\_0}{b + \sqrt{t\_0}}}}\\
\mathbf{else}:\\
\;\;\;\;\frac{\mathsf{fma}\left(\frac{\left(a \cdot a\right) \cdot \left(a \cdot \left(c \cdot \left(c \cdot \left(c \cdot c\right)\right)\right)\right)}{b \cdot \left(b \cdot t\_1\right)}, -1.0546875, \mathsf{fma}\left(-0.5625, \frac{c \cdot \left(c \cdot \left(c \cdot \left(a \cdot a\right)\right)\right)}{t\_1}, \mathsf{fma}\left(c, -0.5, \frac{-0.375 \cdot \left(c \cdot \left(a \cdot c\right)\right)}{b \cdot b}\right)\right)\right)}{b}\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) < -0.25Initial program 86.1%
Taylor expanded in a around inf
lower-*.f64N/A
cancel-sign-sub-invN/A
metadata-evalN/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f6486.1
Applied rewrites86.1%
lift-/.f64N/A
lift-*.f64N/A
associate-/r*N/A
clear-numN/A
lower-/.f64N/A
lower-/.f64N/A
div-invN/A
lower-*.f64N/A
Applied rewrites86.2%
lift--.f64N/A
flip--N/A
lower-/.f64N/A
Applied rewrites87.5%
if -0.25 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) Initial program 46.1%
Taylor expanded in a around 0
Applied rewrites96.2%
Applied rewrites96.2%
Taylor expanded in b around inf
Applied rewrites96.2%
Applied rewrites96.2%
Final simplification94.9%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (fma -3.0 (* a c) (* b b))))
(if (<= (/ (- (sqrt (- (* b b) (* (* 3.0 a) c))) b) (* 3.0 a)) -0.05)
(/ -1.0 (/ a (* 0.3333333333333333 (/ (- (* b b) t_0) (+ b (sqrt t_0))))))
(/
1.0
(/
(fma
c
(fma (* c -3.0) (* -0.375 (/ (* a a) (* b (* b b)))) (* 1.5 (/ a b)))
(* b -2.0))
c)))))
double code(double a, double b, double c) {
double t_0 = fma(-3.0, (a * c), (b * b));
double tmp;
if (((sqrt(((b * b) - ((3.0 * a) * c))) - b) / (3.0 * a)) <= -0.05) {
tmp = -1.0 / (a / (0.3333333333333333 * (((b * b) - t_0) / (b + sqrt(t_0)))));
} else {
tmp = 1.0 / (fma(c, fma((c * -3.0), (-0.375 * ((a * a) / (b * (b * b)))), (1.5 * (a / b))), (b * -2.0)) / c);
}
return tmp;
}
function code(a, b, c) t_0 = fma(-3.0, Float64(a * c), Float64(b * b)) tmp = 0.0 if (Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(Float64(3.0 * a) * c))) - b) / Float64(3.0 * a)) <= -0.05) tmp = Float64(-1.0 / Float64(a / Float64(0.3333333333333333 * Float64(Float64(Float64(b * b) - t_0) / Float64(b + sqrt(t_0)))))); else tmp = Float64(1.0 / Float64(fma(c, fma(Float64(c * -3.0), Float64(-0.375 * Float64(Float64(a * a) / Float64(b * Float64(b * b)))), Float64(1.5 * Float64(a / b))), Float64(b * -2.0)) / c)); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(-3.0 * N[(a * c), $MachinePrecision] + N[(b * b), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(3.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], -0.05], N[(-1.0 / N[(a / N[(0.3333333333333333 * N[(N[(N[(b * b), $MachinePrecision] - t$95$0), $MachinePrecision] / N[(b + N[Sqrt[t$95$0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(1.0 / N[(N[(c * N[(N[(c * -3.0), $MachinePrecision] * N[(-0.375 * N[(N[(a * a), $MachinePrecision] / N[(b * N[(b * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(1.5 * N[(a / b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(b * -2.0), $MachinePrecision]), $MachinePrecision] / c), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(-3, a \cdot c, b \cdot b\right)\\
\mathbf{if}\;\frac{\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c} - b}{3 \cdot a} \leq -0.05:\\
\;\;\;\;\frac{-1}{\frac{a}{0.3333333333333333 \cdot \frac{b \cdot b - t\_0}{b + \sqrt{t\_0}}}}\\
\mathbf{else}:\\
\;\;\;\;\frac{1}{\frac{\mathsf{fma}\left(c, \mathsf{fma}\left(c \cdot -3, -0.375 \cdot \frac{a \cdot a}{b \cdot \left(b \cdot b\right)}, 1.5 \cdot \frac{a}{b}\right), b \cdot -2\right)}{c}}\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) < -0.050000000000000003Initial program 85.7%
Taylor expanded in a around inf
lower-*.f64N/A
cancel-sign-sub-invN/A
metadata-evalN/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f6485.6
Applied rewrites85.6%
lift-/.f64N/A
lift-*.f64N/A
associate-/r*N/A
clear-numN/A
lower-/.f64N/A
lower-/.f64N/A
div-invN/A
lower-*.f64N/A
Applied rewrites85.7%
lift--.f64N/A
flip--N/A
lower-/.f64N/A
Applied rewrites87.1%
if -0.050000000000000003 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) Initial program 45.0%
Taylor expanded in a around inf
lower-*.f64N/A
cancel-sign-sub-invN/A
metadata-evalN/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f6444.8
Applied rewrites44.8%
lift-/.f64N/A
lift-*.f64N/A
associate-/r*N/A
clear-numN/A
lower-/.f64N/A
lower-/.f64N/A
div-invN/A
lower-*.f64N/A
Applied rewrites45.0%
Taylor expanded in c around 0
lower-/.f64N/A
Applied rewrites94.9%
Final simplification93.6%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (fma -3.0 (* a c) (* b b))))
(if (<= (/ (- (sqrt (- (* b b) (* (* 3.0 a) c))) b) (* 3.0 a)) -0.05)
(/ (- t_0 (* b b)) (* (* 3.0 a) (+ b (sqrt t_0))))
(/
1.0
(/
(fma
c
(fma (* c -3.0) (* -0.375 (/ (* a a) (* b (* b b)))) (* 1.5 (/ a b)))
(* b -2.0))
c)))))
double code(double a, double b, double c) {
double t_0 = fma(-3.0, (a * c), (b * b));
double tmp;
if (((sqrt(((b * b) - ((3.0 * a) * c))) - b) / (3.0 * a)) <= -0.05) {
tmp = (t_0 - (b * b)) / ((3.0 * a) * (b + sqrt(t_0)));
} else {
tmp = 1.0 / (fma(c, fma((c * -3.0), (-0.375 * ((a * a) / (b * (b * b)))), (1.5 * (a / b))), (b * -2.0)) / c);
}
return tmp;
}
function code(a, b, c) t_0 = fma(-3.0, Float64(a * c), Float64(b * b)) tmp = 0.0 if (Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(Float64(3.0 * a) * c))) - b) / Float64(3.0 * a)) <= -0.05) tmp = Float64(Float64(t_0 - Float64(b * b)) / Float64(Float64(3.0 * a) * Float64(b + sqrt(t_0)))); else tmp = Float64(1.0 / Float64(fma(c, fma(Float64(c * -3.0), Float64(-0.375 * Float64(Float64(a * a) / Float64(b * Float64(b * b)))), Float64(1.5 * Float64(a / b))), Float64(b * -2.0)) / c)); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(-3.0 * N[(a * c), $MachinePrecision] + N[(b * b), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(3.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], -0.05], N[(N[(t$95$0 - N[(b * b), $MachinePrecision]), $MachinePrecision] / N[(N[(3.0 * a), $MachinePrecision] * N[(b + N[Sqrt[t$95$0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(1.0 / N[(N[(c * N[(N[(c * -3.0), $MachinePrecision] * N[(-0.375 * N[(N[(a * a), $MachinePrecision] / N[(b * N[(b * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(1.5 * N[(a / b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(b * -2.0), $MachinePrecision]), $MachinePrecision] / c), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(-3, a \cdot c, b \cdot b\right)\\
\mathbf{if}\;\frac{\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c} - b}{3 \cdot a} \leq -0.05:\\
\;\;\;\;\frac{t\_0 - b \cdot b}{\left(3 \cdot a\right) \cdot \left(b + \sqrt{t\_0}\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{1}{\frac{\mathsf{fma}\left(c, \mathsf{fma}\left(c \cdot -3, -0.375 \cdot \frac{a \cdot a}{b \cdot \left(b \cdot b\right)}, 1.5 \cdot \frac{a}{b}\right), b \cdot -2\right)}{c}}\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) < -0.050000000000000003Initial program 85.7%
Taylor expanded in a around inf
lower-*.f64N/A
cancel-sign-sub-invN/A
metadata-evalN/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f6485.6
Applied rewrites85.6%
Applied rewrites87.0%
if -0.050000000000000003 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) Initial program 45.0%
Taylor expanded in a around inf
lower-*.f64N/A
cancel-sign-sub-invN/A
metadata-evalN/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f6444.8
Applied rewrites44.8%
lift-/.f64N/A
lift-*.f64N/A
associate-/r*N/A
clear-numN/A
lower-/.f64N/A
lower-/.f64N/A
div-invN/A
lower-*.f64N/A
Applied rewrites45.0%
Taylor expanded in c around 0
lower-/.f64N/A
Applied rewrites94.9%
Final simplification93.6%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (fma -3.0 (* a c) (* b b))))
(if (<= (/ (- (sqrt (- (* b b) (* (* 3.0 a) c))) b) (* 3.0 a)) -0.05)
(/ (- t_0 (* b b)) (* (* 3.0 a) (+ b (sqrt t_0))))
(/
1.0
(fma
a
(fma (* a -3.0) (* (/ c (* b (* b b))) -0.375) (/ 1.5 b))
(/ (* b -2.0) c))))))
double code(double a, double b, double c) {
double t_0 = fma(-3.0, (a * c), (b * b));
double tmp;
if (((sqrt(((b * b) - ((3.0 * a) * c))) - b) / (3.0 * a)) <= -0.05) {
tmp = (t_0 - (b * b)) / ((3.0 * a) * (b + sqrt(t_0)));
} else {
tmp = 1.0 / fma(a, fma((a * -3.0), ((c / (b * (b * b))) * -0.375), (1.5 / b)), ((b * -2.0) / c));
}
return tmp;
}
function code(a, b, c) t_0 = fma(-3.0, Float64(a * c), Float64(b * b)) tmp = 0.0 if (Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(Float64(3.0 * a) * c))) - b) / Float64(3.0 * a)) <= -0.05) tmp = Float64(Float64(t_0 - Float64(b * b)) / Float64(Float64(3.0 * a) * Float64(b + sqrt(t_0)))); else tmp = Float64(1.0 / fma(a, fma(Float64(a * -3.0), Float64(Float64(c / Float64(b * Float64(b * b))) * -0.375), Float64(1.5 / b)), Float64(Float64(b * -2.0) / c))); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(-3.0 * N[(a * c), $MachinePrecision] + N[(b * b), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(3.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], -0.05], N[(N[(t$95$0 - N[(b * b), $MachinePrecision]), $MachinePrecision] / N[(N[(3.0 * a), $MachinePrecision] * N[(b + N[Sqrt[t$95$0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(1.0 / N[(a * N[(N[(a * -3.0), $MachinePrecision] * N[(N[(c / N[(b * N[(b * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * -0.375), $MachinePrecision] + N[(1.5 / b), $MachinePrecision]), $MachinePrecision] + N[(N[(b * -2.0), $MachinePrecision] / c), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(-3, a \cdot c, b \cdot b\right)\\
\mathbf{if}\;\frac{\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c} - b}{3 \cdot a} \leq -0.05:\\
\;\;\;\;\frac{t\_0 - b \cdot b}{\left(3 \cdot a\right) \cdot \left(b + \sqrt{t\_0}\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{1}{\mathsf{fma}\left(a, \mathsf{fma}\left(a \cdot -3, \frac{c}{b \cdot \left(b \cdot b\right)} \cdot -0.375, \frac{1.5}{b}\right), \frac{b \cdot -2}{c}\right)}\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) < -0.050000000000000003Initial program 85.7%
Taylor expanded in a around inf
lower-*.f64N/A
cancel-sign-sub-invN/A
metadata-evalN/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f6485.6
Applied rewrites85.6%
Applied rewrites87.0%
if -0.050000000000000003 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) Initial program 45.0%
Taylor expanded in a around inf
lower-*.f64N/A
cancel-sign-sub-invN/A
metadata-evalN/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f6444.8
Applied rewrites44.8%
lift-/.f64N/A
lift-*.f64N/A
associate-/r*N/A
clear-numN/A
lower-/.f64N/A
lower-/.f64N/A
div-invN/A
lower-*.f64N/A
Applied rewrites45.0%
Taylor expanded in a around 0
+-commutativeN/A
lower-fma.f64N/A
Applied rewrites94.8%
Final simplification93.5%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (fma -3.0 (* a c) (* b b))))
(if (<= (/ (- (sqrt (- (* b b) (* (* 3.0 a) c))) b) (* 3.0 a)) -0.038)
(/ (- t_0 (* b b)) (* (* 3.0 a) (+ b (sqrt t_0))))
(/ 1.0 (/ (fma 1.5 (/ (* a c) b) (* b -2.0)) c)))))
double code(double a, double b, double c) {
double t_0 = fma(-3.0, (a * c), (b * b));
double tmp;
if (((sqrt(((b * b) - ((3.0 * a) * c))) - b) / (3.0 * a)) <= -0.038) {
tmp = (t_0 - (b * b)) / ((3.0 * a) * (b + sqrt(t_0)));
} else {
tmp = 1.0 / (fma(1.5, ((a * c) / b), (b * -2.0)) / c);
}
return tmp;
}
function code(a, b, c) t_0 = fma(-3.0, Float64(a * c), Float64(b * b)) tmp = 0.0 if (Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(Float64(3.0 * a) * c))) - b) / Float64(3.0 * a)) <= -0.038) tmp = Float64(Float64(t_0 - Float64(b * b)) / Float64(Float64(3.0 * a) * Float64(b + sqrt(t_0)))); else tmp = Float64(1.0 / Float64(fma(1.5, Float64(Float64(a * c) / b), Float64(b * -2.0)) / c)); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(-3.0 * N[(a * c), $MachinePrecision] + N[(b * b), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(3.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], -0.038], N[(N[(t$95$0 - N[(b * b), $MachinePrecision]), $MachinePrecision] / N[(N[(3.0 * a), $MachinePrecision] * N[(b + N[Sqrt[t$95$0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(1.0 / N[(N[(1.5 * N[(N[(a * c), $MachinePrecision] / b), $MachinePrecision] + N[(b * -2.0), $MachinePrecision]), $MachinePrecision] / c), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(-3, a \cdot c, b \cdot b\right)\\
\mathbf{if}\;\frac{\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c} - b}{3 \cdot a} \leq -0.038:\\
\;\;\;\;\frac{t\_0 - b \cdot b}{\left(3 \cdot a\right) \cdot \left(b + \sqrt{t\_0}\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{1}{\frac{\mathsf{fma}\left(1.5, \frac{a \cdot c}{b}, b \cdot -2\right)}{c}}\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) < -0.0379999999999999991Initial program 85.6%
Taylor expanded in a around inf
lower-*.f64N/A
cancel-sign-sub-invN/A
metadata-evalN/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f6485.6
Applied rewrites85.6%
Applied rewrites86.9%
if -0.0379999999999999991 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) Initial program 44.8%
Taylor expanded in a around inf
lower-*.f64N/A
cancel-sign-sub-invN/A
metadata-evalN/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f6444.7
Applied rewrites44.7%
lift-/.f64N/A
lift-*.f64N/A
associate-/r*N/A
clear-numN/A
lower-/.f64N/A
lower-/.f64N/A
div-invN/A
lower-*.f64N/A
Applied rewrites44.8%
Taylor expanded in c around 0
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
lower-*.f64N/A
lower-*.f6491.2
Applied rewrites91.2%
Final simplification90.4%
(FPCore (a b c) :precision binary64 (if (<= (/ (- (sqrt (- (* b b) (* (* 3.0 a) c))) b) (* 3.0 a)) -0.038) (/ (- (sqrt (fma b b (* a (* c -3.0)))) b) (* 3.0 a)) (/ 1.0 (/ (fma 1.5 (/ (* a c) b) (* b -2.0)) c))))
double code(double a, double b, double c) {
double tmp;
if (((sqrt(((b * b) - ((3.0 * a) * c))) - b) / (3.0 * a)) <= -0.038) {
tmp = (sqrt(fma(b, b, (a * (c * -3.0)))) - b) / (3.0 * a);
} else {
tmp = 1.0 / (fma(1.5, ((a * c) / b), (b * -2.0)) / c);
}
return tmp;
}
function code(a, b, c) tmp = 0.0 if (Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(Float64(3.0 * a) * c))) - b) / Float64(3.0 * a)) <= -0.038) tmp = Float64(Float64(sqrt(fma(b, b, Float64(a * Float64(c * -3.0)))) - b) / Float64(3.0 * a)); else tmp = Float64(1.0 / Float64(fma(1.5, Float64(Float64(a * c) / b), Float64(b * -2.0)) / c)); end return tmp end
code[a_, b_, c_] := If[LessEqual[N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(3.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], -0.038], N[(N[(N[Sqrt[N[(b * b + N[(a * N[(c * -3.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], N[(1.0 / N[(N[(1.5 * N[(N[(a * c), $MachinePrecision] / b), $MachinePrecision] + N[(b * -2.0), $MachinePrecision]), $MachinePrecision] / c), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;\frac{\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c} - b}{3 \cdot a} \leq -0.038:\\
\;\;\;\;\frac{\sqrt{\mathsf{fma}\left(b, b, a \cdot \left(c \cdot -3\right)\right)} - b}{3 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{1}{\frac{\mathsf{fma}\left(1.5, \frac{a \cdot c}{b}, b \cdot -2\right)}{c}}\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) < -0.0379999999999999991Initial program 85.6%
lift--.f64N/A
sub-negN/A
lift-*.f64N/A
lower-fma.f64N/A
lift-*.f64N/A
distribute-lft-neg-inN/A
lift-*.f64N/A
*-commutativeN/A
distribute-rgt-neg-inN/A
associate-*l*N/A
lower-*.f64N/A
lower-*.f64N/A
metadata-eval85.8
Applied rewrites85.8%
if -0.0379999999999999991 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) Initial program 44.8%
Taylor expanded in a around inf
lower-*.f64N/A
cancel-sign-sub-invN/A
metadata-evalN/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f6444.7
Applied rewrites44.7%
lift-/.f64N/A
lift-*.f64N/A
associate-/r*N/A
clear-numN/A
lower-/.f64N/A
lower-/.f64N/A
div-invN/A
lower-*.f64N/A
Applied rewrites44.8%
Taylor expanded in c around 0
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
lower-*.f64N/A
lower-*.f6491.2
Applied rewrites91.2%
Final simplification90.2%
(FPCore (a b c) :precision binary64 (if (<= (/ (- (sqrt (- (* b b) (* (* 3.0 a) c))) b) (* 3.0 a)) -0.038) (/ (- (sqrt (fma b b (* a (* c -3.0)))) b) (* 3.0 a)) (/ 1.0 (fma -2.0 (/ b c) (* 1.5 (/ a b))))))
double code(double a, double b, double c) {
double tmp;
if (((sqrt(((b * b) - ((3.0 * a) * c))) - b) / (3.0 * a)) <= -0.038) {
tmp = (sqrt(fma(b, b, (a * (c * -3.0)))) - b) / (3.0 * a);
} else {
tmp = 1.0 / fma(-2.0, (b / c), (1.5 * (a / b)));
}
return tmp;
}
function code(a, b, c) tmp = 0.0 if (Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(Float64(3.0 * a) * c))) - b) / Float64(3.0 * a)) <= -0.038) tmp = Float64(Float64(sqrt(fma(b, b, Float64(a * Float64(c * -3.0)))) - b) / Float64(3.0 * a)); else tmp = Float64(1.0 / fma(-2.0, Float64(b / c), Float64(1.5 * Float64(a / b)))); end return tmp end
code[a_, b_, c_] := If[LessEqual[N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(3.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], -0.038], N[(N[(N[Sqrt[N[(b * b + N[(a * N[(c * -3.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], N[(1.0 / N[(-2.0 * N[(b / c), $MachinePrecision] + N[(1.5 * N[(a / b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;\frac{\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c} - b}{3 \cdot a} \leq -0.038:\\
\;\;\;\;\frac{\sqrt{\mathsf{fma}\left(b, b, a \cdot \left(c \cdot -3\right)\right)} - b}{3 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{1}{\mathsf{fma}\left(-2, \frac{b}{c}, 1.5 \cdot \frac{a}{b}\right)}\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) < -0.0379999999999999991Initial program 85.6%
lift--.f64N/A
sub-negN/A
lift-*.f64N/A
lower-fma.f64N/A
lift-*.f64N/A
distribute-lft-neg-inN/A
lift-*.f64N/A
*-commutativeN/A
distribute-rgt-neg-inN/A
associate-*l*N/A
lower-*.f64N/A
lower-*.f64N/A
metadata-eval85.8
Applied rewrites85.8%
if -0.0379999999999999991 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) Initial program 44.8%
Taylor expanded in a around inf
lower-*.f64N/A
cancel-sign-sub-invN/A
metadata-evalN/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f6444.7
Applied rewrites44.7%
lift-/.f64N/A
lift-*.f64N/A
associate-/r*N/A
clear-numN/A
lower-/.f64N/A
lower-/.f64N/A
div-invN/A
lower-*.f64N/A
Applied rewrites44.8%
Taylor expanded in a around 0
lower-fma.f64N/A
lower-/.f64N/A
lower-*.f64N/A
lower-/.f6491.1
Applied rewrites91.1%
Final simplification90.2%
(FPCore (a b c) :precision binary64 (if (<= (/ (- (sqrt (- (* b b) (* (* 3.0 a) c))) b) (* 3.0 a)) -0.038) (* 0.3333333333333333 (/ (- (sqrt (fma -3.0 (* a c) (* b b))) b) a)) (/ 1.0 (fma -2.0 (/ b c) (* 1.5 (/ a b))))))
double code(double a, double b, double c) {
double tmp;
if (((sqrt(((b * b) - ((3.0 * a) * c))) - b) / (3.0 * a)) <= -0.038) {
tmp = 0.3333333333333333 * ((sqrt(fma(-3.0, (a * c), (b * b))) - b) / a);
} else {
tmp = 1.0 / fma(-2.0, (b / c), (1.5 * (a / b)));
}
return tmp;
}
function code(a, b, c) tmp = 0.0 if (Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(Float64(3.0 * a) * c))) - b) / Float64(3.0 * a)) <= -0.038) tmp = Float64(0.3333333333333333 * Float64(Float64(sqrt(fma(-3.0, Float64(a * c), Float64(b * b))) - b) / a)); else tmp = Float64(1.0 / fma(-2.0, Float64(b / c), Float64(1.5 * Float64(a / b)))); end return tmp end
code[a_, b_, c_] := If[LessEqual[N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(3.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], -0.038], N[(0.3333333333333333 * N[(N[(N[Sqrt[N[(-3.0 * N[(a * c), $MachinePrecision] + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / a), $MachinePrecision]), $MachinePrecision], N[(1.0 / N[(-2.0 * N[(b / c), $MachinePrecision] + N[(1.5 * N[(a / b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;\frac{\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c} - b}{3 \cdot a} \leq -0.038:\\
\;\;\;\;0.3333333333333333 \cdot \frac{\sqrt{\mathsf{fma}\left(-3, a \cdot c, b \cdot b\right)} - b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{1}{\mathsf{fma}\left(-2, \frac{b}{c}, 1.5 \cdot \frac{a}{b}\right)}\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) < -0.0379999999999999991Initial program 85.6%
Taylor expanded in a around inf
lower-*.f64N/A
cancel-sign-sub-invN/A
metadata-evalN/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f6485.6
Applied rewrites85.6%
lift-/.f64N/A
lift-*.f64N/A
associate-/r*N/A
clear-numN/A
lower-/.f64N/A
lower-/.f64N/A
div-invN/A
lower-*.f64N/A
Applied rewrites85.7%
lift-/.f64N/A
lift-/.f64N/A
clear-numN/A
lift-*.f64N/A
*-commutativeN/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f6485.7
Applied rewrites85.7%
if -0.0379999999999999991 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) Initial program 44.8%
Taylor expanded in a around inf
lower-*.f64N/A
cancel-sign-sub-invN/A
metadata-evalN/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f6444.7
Applied rewrites44.7%
lift-/.f64N/A
lift-*.f64N/A
associate-/r*N/A
clear-numN/A
lower-/.f64N/A
lower-/.f64N/A
div-invN/A
lower-*.f64N/A
Applied rewrites44.8%
Taylor expanded in a around 0
lower-fma.f64N/A
lower-/.f64N/A
lower-*.f64N/A
lower-/.f6491.1
Applied rewrites91.1%
Final simplification90.2%
(FPCore (a b c) :precision binary64 (/ 1.0 (fma -2.0 (/ b c) (* 1.5 (/ a b)))))
double code(double a, double b, double c) {
return 1.0 / fma(-2.0, (b / c), (1.5 * (a / b)));
}
function code(a, b, c) return Float64(1.0 / fma(-2.0, Float64(b / c), Float64(1.5 * Float64(a / b)))) end
code[a_, b_, c_] := N[(1.0 / N[(-2.0 * N[(b / c), $MachinePrecision] + N[(1.5 * N[(a / b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\frac{1}{\mathsf{fma}\left(-2, \frac{b}{c}, 1.5 \cdot \frac{a}{b}\right)}
\end{array}
Initial program 51.8%
Taylor expanded in a around inf
lower-*.f64N/A
cancel-sign-sub-invN/A
metadata-evalN/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f6451.7
Applied rewrites51.7%
lift-/.f64N/A
lift-*.f64N/A
associate-/r*N/A
clear-numN/A
lower-/.f64N/A
lower-/.f64N/A
div-invN/A
lower-*.f64N/A
Applied rewrites51.9%
Taylor expanded in a around 0
lower-fma.f64N/A
lower-/.f64N/A
lower-*.f64N/A
lower-/.f6484.9
Applied rewrites84.9%
(FPCore (a b c) :precision binary64 (/ (* c (fma -0.375 (/ (* a c) (* b b)) -0.5)) b))
double code(double a, double b, double c) {
return (c * fma(-0.375, ((a * c) / (b * b)), -0.5)) / b;
}
function code(a, b, c) return Float64(Float64(c * fma(-0.375, Float64(Float64(a * c) / Float64(b * b)), -0.5)) / b) end
code[a_, b_, c_] := N[(N[(c * N[(-0.375 * N[(N[(a * c), $MachinePrecision] / N[(b * b), $MachinePrecision]), $MachinePrecision] + -0.5), $MachinePrecision]), $MachinePrecision] / b), $MachinePrecision]
\begin{array}{l}
\\
\frac{c \cdot \mathsf{fma}\left(-0.375, \frac{a \cdot c}{b \cdot b}, -0.5\right)}{b}
\end{array}
Initial program 51.8%
Taylor expanded in a around 0
Applied rewrites92.3%
Applied rewrites92.3%
Taylor expanded in b around inf
Applied rewrites92.3%
Taylor expanded in c around 0
Applied rewrites84.5%
(FPCore (a b c) :precision binary64 (* -0.5 (/ c b)))
double code(double a, double b, double c) {
return -0.5 * (c / b);
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
code = (-0.5d0) * (c / b)
end function
public static double code(double a, double b, double c) {
return -0.5 * (c / b);
}
def code(a, b, c): return -0.5 * (c / b)
function code(a, b, c) return Float64(-0.5 * Float64(c / b)) end
function tmp = code(a, b, c) tmp = -0.5 * (c / b); end
code[a_, b_, c_] := N[(-0.5 * N[(c / b), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
-0.5 \cdot \frac{c}{b}
\end{array}
Initial program 51.8%
Taylor expanded in b around inf
lower-*.f64N/A
lower-/.f6467.7
Applied rewrites67.7%
herbie shell --seed 2024233
(FPCore (a b c)
:name "Cubic critical, narrow range"
:precision binary64
:pre (and (and (and (< 1.0536712127723509e-8 a) (< a 94906265.62425156)) (and (< 1.0536712127723509e-8 b) (< b 94906265.62425156))) (and (< 1.0536712127723509e-8 c) (< c 94906265.62425156)))
(/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a)))