
(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 18 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 (* -1.125 (* (* c a) (* c a)))))
(fma
-0.5625
(/ (pow c 3.0) (/ (pow b 5.0) (* a a)))
(fma
-0.16666666666666666
(/ (+ (* t_0 t_0) (* 5.0625 (pow (* c a) 4.0))) (* a (pow b 7.0)))
(fma -0.5 (/ c b) (* -0.375 (/ (* c c) (/ (pow b 3.0) a))))))))
double code(double a, double b, double c) {
double t_0 = -1.125 * ((c * a) * (c * a));
return fma(-0.5625, (pow(c, 3.0) / (pow(b, 5.0) / (a * a))), fma(-0.16666666666666666, (((t_0 * t_0) + (5.0625 * pow((c * a), 4.0))) / (a * pow(b, 7.0))), fma(-0.5, (c / b), (-0.375 * ((c * c) / (pow(b, 3.0) / a))))));
}
function code(a, b, c) t_0 = Float64(-1.125 * Float64(Float64(c * a) * Float64(c * a))) return fma(-0.5625, Float64((c ^ 3.0) / Float64((b ^ 5.0) / Float64(a * a))), fma(-0.16666666666666666, Float64(Float64(Float64(t_0 * t_0) + Float64(5.0625 * (Float64(c * a) ^ 4.0))) / Float64(a * (b ^ 7.0))), fma(-0.5, Float64(c / b), Float64(-0.375 * Float64(Float64(c * c) / Float64((b ^ 3.0) / a)))))) end
code[a_, b_, c_] := Block[{t$95$0 = N[(-1.125 * N[(N[(c * a), $MachinePrecision] * N[(c * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, N[(-0.5625 * N[(N[Power[c, 3.0], $MachinePrecision] / N[(N[Power[b, 5.0], $MachinePrecision] / N[(a * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(-0.16666666666666666 * N[(N[(N[(t$95$0 * t$95$0), $MachinePrecision] + N[(5.0625 * N[Power[N[(c * a), $MachinePrecision], 4.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(a * N[Power[b, 7.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(-0.5 * N[(c / b), $MachinePrecision] + N[(-0.375 * N[(N[(c * c), $MachinePrecision] / N[(N[Power[b, 3.0], $MachinePrecision] / a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := -1.125 \cdot \left(\left(c \cdot a\right) \cdot \left(c \cdot a\right)\right)\\
\mathsf{fma}\left(-0.5625, \frac{{c}^{3}}{\frac{{b}^{5}}{a \cdot a}}, \mathsf{fma}\left(-0.16666666666666666, \frac{t_0 \cdot t_0 + 5.0625 \cdot {\left(c \cdot a\right)}^{4}}{a \cdot {b}^{7}}, \mathsf{fma}\left(-0.5, \frac{c}{b}, -0.375 \cdot \frac{c \cdot c}{\frac{{b}^{3}}{a}}\right)\right)\right)
\end{array}
\end{array}
Initial program 55.3%
neg-sub055.3%
associate-+l-55.3%
sub0-neg55.3%
neg-mul-155.3%
associate-*r/55.3%
*-commutative55.3%
metadata-eval55.3%
metadata-eval55.3%
times-frac55.3%
*-commutative55.3%
times-frac55.3%
Simplified55.3%
Taylor expanded in b around inf 90.4%
fma-def90.4%
associate-/l*90.4%
unpow290.4%
fma-def90.4%
Simplified90.4%
pow190.4%
pow-prod-down90.4%
Applied egg-rr90.4%
unpow190.4%
Simplified90.4%
unpow290.4%
unswap-sqr90.4%
unswap-sqr90.4%
Applied egg-rr90.4%
Final simplification90.4%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (- (sqrt (fma b b (* a (* c -3.0)))) b))
(t_1 (/ (- (sqrt (- (* b b) (* c (* 3.0 a)))) b) (* 3.0 a)))
(t_2 (fma -0.375 (/ (* c c) (/ (pow b 3.0) a)) (* -0.5 (/ c b)))))
(if (<= t_1 -0.02)
(* t_0 (pow (cbrt (/ 0.3333333333333333 a)) 3.0))
(if (<= t_1 -0.00017)
t_2
(if (<= t_1 -3.2e-5)
(* t_0 (pow (pow (/ 0.3333333333333333 a) 3.0) 0.3333333333333333))
t_2)))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma(b, b, (a * (c * -3.0)))) - b;
double t_1 = (sqrt(((b * b) - (c * (3.0 * a)))) - b) / (3.0 * a);
double t_2 = fma(-0.375, ((c * c) / (pow(b, 3.0) / a)), (-0.5 * (c / b)));
double tmp;
if (t_1 <= -0.02) {
tmp = t_0 * pow(cbrt((0.3333333333333333 / a)), 3.0);
} else if (t_1 <= -0.00017) {
tmp = t_2;
} else if (t_1 <= -3.2e-5) {
tmp = t_0 * pow(pow((0.3333333333333333 / a), 3.0), 0.3333333333333333);
} else {
tmp = t_2;
}
return tmp;
}
function code(a, b, c) t_0 = Float64(sqrt(fma(b, b, Float64(a * Float64(c * -3.0)))) - b) t_1 = Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(c * Float64(3.0 * a)))) - b) / Float64(3.0 * a)) t_2 = fma(-0.375, Float64(Float64(c * c) / Float64((b ^ 3.0) / a)), Float64(-0.5 * Float64(c / b))) tmp = 0.0 if (t_1 <= -0.02) tmp = Float64(t_0 * (cbrt(Float64(0.3333333333333333 / a)) ^ 3.0)); elseif (t_1 <= -0.00017) tmp = t_2; elseif (t_1 <= -3.2e-5) tmp = Float64(t_0 * ((Float64(0.3333333333333333 / a) ^ 3.0) ^ 0.3333333333333333)); else tmp = t_2; end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[Sqrt[N[(b * b + N[(a * N[(c * -3.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision]}, Block[{t$95$1 = N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(c * N[(3.0 * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$2 = N[(-0.375 * N[(N[(c * c), $MachinePrecision] / N[(N[Power[b, 3.0], $MachinePrecision] / a), $MachinePrecision]), $MachinePrecision] + N[(-0.5 * N[(c / b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[t$95$1, -0.02], N[(t$95$0 * N[Power[N[Power[N[(0.3333333333333333 / a), $MachinePrecision], 1/3], $MachinePrecision], 3.0], $MachinePrecision]), $MachinePrecision], If[LessEqual[t$95$1, -0.00017], t$95$2, If[LessEqual[t$95$1, -3.2e-5], N[(t$95$0 * N[Power[N[Power[N[(0.3333333333333333 / a), $MachinePrecision], 3.0], $MachinePrecision], 0.3333333333333333], $MachinePrecision]), $MachinePrecision], t$95$2]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(b, b, a \cdot \left(c \cdot -3\right)\right)} - b\\
t_1 := \frac{\sqrt{b \cdot b - c \cdot \left(3 \cdot a\right)} - b}{3 \cdot a}\\
t_2 := \mathsf{fma}\left(-0.375, \frac{c \cdot c}{\frac{{b}^{3}}{a}}, -0.5 \cdot \frac{c}{b}\right)\\
\mathbf{if}\;t_1 \leq -0.02:\\
\;\;\;\;t_0 \cdot {\left(\sqrt[3]{\frac{0.3333333333333333}{a}}\right)}^{3}\\
\mathbf{elif}\;t_1 \leq -0.00017:\\
\;\;\;\;t_2\\
\mathbf{elif}\;t_1 \leq -3.2 \cdot 10^{-5}:\\
\;\;\;\;t_0 \cdot {\left({\left(\frac{0.3333333333333333}{a}\right)}^{3}\right)}^{0.3333333333333333}\\
\mathbf{else}:\\
\;\;\;\;t_2\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) < -0.0200000000000000004Initial program 79.5%
neg-sub079.5%
associate-+l-79.5%
sub0-neg79.5%
neg-mul-179.5%
associate-*r/79.5%
*-commutative79.5%
metadata-eval79.5%
metadata-eval79.5%
times-frac79.5%
*-commutative79.5%
times-frac79.5%
Simplified79.8%
add-cube-cbrt79.8%
pow379.8%
Applied egg-rr79.8%
if -0.0200000000000000004 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) < -1.7e-4 or -3.19999999999999986e-5 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) Initial program 44.5%
neg-sub044.5%
associate-+l-44.5%
sub0-neg44.5%
neg-mul-144.5%
associate-*r/44.5%
*-commutative44.5%
metadata-eval44.5%
metadata-eval44.5%
times-frac44.5%
*-commutative44.5%
times-frac44.5%
Simplified44.5%
Taylor expanded in b around inf 90.2%
+-commutative90.2%
fma-def90.2%
associate-/l*90.2%
unpow290.2%
Simplified90.2%
if -1.7e-4 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) < -3.19999999999999986e-5Initial program 84.6%
neg-sub084.6%
associate-+l-84.6%
sub0-neg84.6%
neg-mul-184.6%
associate-*r/84.6%
*-commutative84.6%
metadata-eval84.6%
metadata-eval84.6%
times-frac84.6%
*-commutative84.6%
times-frac84.6%
Simplified84.6%
add-cbrt-cube84.6%
pow1/384.7%
pow384.9%
Applied egg-rr84.9%
Final simplification87.3%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (fma -0.375 (/ (* c c) (/ (pow b 3.0) a)) (* -0.5 (/ c b))))
(t_1 (- (sqrt (fma b b (* a (* c -3.0)))) b))
(t_2 (/ (- (sqrt (- (* b b) (* c (* 3.0 a)))) b) (* 3.0 a))))
(if (<= t_2 -0.02)
(* t_1 (pow (cbrt (/ 1.0 (/ a 0.3333333333333333))) 3.0))
(if (<= t_2 -0.00017)
t_0
(if (<= t_2 -3.2e-5)
(* t_1 (pow (pow (/ 0.3333333333333333 a) 3.0) 0.3333333333333333))
t_0)))))
double code(double a, double b, double c) {
double t_0 = fma(-0.375, ((c * c) / (pow(b, 3.0) / a)), (-0.5 * (c / b)));
double t_1 = sqrt(fma(b, b, (a * (c * -3.0)))) - b;
double t_2 = (sqrt(((b * b) - (c * (3.0 * a)))) - b) / (3.0 * a);
double tmp;
if (t_2 <= -0.02) {
tmp = t_1 * pow(cbrt((1.0 / (a / 0.3333333333333333))), 3.0);
} else if (t_2 <= -0.00017) {
tmp = t_0;
} else if (t_2 <= -3.2e-5) {
tmp = t_1 * pow(pow((0.3333333333333333 / a), 3.0), 0.3333333333333333);
} else {
tmp = t_0;
}
return tmp;
}
function code(a, b, c) t_0 = fma(-0.375, Float64(Float64(c * c) / Float64((b ^ 3.0) / a)), Float64(-0.5 * Float64(c / b))) t_1 = Float64(sqrt(fma(b, b, Float64(a * Float64(c * -3.0)))) - b) t_2 = Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(c * Float64(3.0 * a)))) - b) / Float64(3.0 * a)) tmp = 0.0 if (t_2 <= -0.02) tmp = Float64(t_1 * (cbrt(Float64(1.0 / Float64(a / 0.3333333333333333))) ^ 3.0)); elseif (t_2 <= -0.00017) tmp = t_0; elseif (t_2 <= -3.2e-5) tmp = Float64(t_1 * ((Float64(0.3333333333333333 / a) ^ 3.0) ^ 0.3333333333333333)); else tmp = t_0; end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(-0.375 * N[(N[(c * c), $MachinePrecision] / N[(N[Power[b, 3.0], $MachinePrecision] / a), $MachinePrecision]), $MachinePrecision] + N[(-0.5 * N[(c / b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(N[Sqrt[N[(b * b + N[(a * N[(c * -3.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision]}, Block[{t$95$2 = N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(c * N[(3.0 * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[t$95$2, -0.02], N[(t$95$1 * N[Power[N[Power[N[(1.0 / N[(a / 0.3333333333333333), $MachinePrecision]), $MachinePrecision], 1/3], $MachinePrecision], 3.0], $MachinePrecision]), $MachinePrecision], If[LessEqual[t$95$2, -0.00017], t$95$0, If[LessEqual[t$95$2, -3.2e-5], N[(t$95$1 * N[Power[N[Power[N[(0.3333333333333333 / a), $MachinePrecision], 3.0], $MachinePrecision], 0.3333333333333333], $MachinePrecision]), $MachinePrecision], t$95$0]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(-0.375, \frac{c \cdot c}{\frac{{b}^{3}}{a}}, -0.5 \cdot \frac{c}{b}\right)\\
t_1 := \sqrt{\mathsf{fma}\left(b, b, a \cdot \left(c \cdot -3\right)\right)} - b\\
t_2 := \frac{\sqrt{b \cdot b - c \cdot \left(3 \cdot a\right)} - b}{3 \cdot a}\\
\mathbf{if}\;t_2 \leq -0.02:\\
\;\;\;\;t_1 \cdot {\left(\sqrt[3]{\frac{1}{\frac{a}{0.3333333333333333}}}\right)}^{3}\\
\mathbf{elif}\;t_2 \leq -0.00017:\\
\;\;\;\;t_0\\
\mathbf{elif}\;t_2 \leq -3.2 \cdot 10^{-5}:\\
\;\;\;\;t_1 \cdot {\left({\left(\frac{0.3333333333333333}{a}\right)}^{3}\right)}^{0.3333333333333333}\\
\mathbf{else}:\\
\;\;\;\;t_0\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) < -0.0200000000000000004Initial program 79.5%
neg-sub079.5%
associate-+l-79.5%
sub0-neg79.5%
neg-mul-179.5%
associate-*r/79.5%
*-commutative79.5%
metadata-eval79.5%
metadata-eval79.5%
times-frac79.5%
*-commutative79.5%
times-frac79.5%
Simplified79.8%
add-cube-cbrt79.8%
pow379.8%
Applied egg-rr79.8%
clear-num79.8%
inv-pow79.8%
Applied egg-rr79.8%
unpow-179.8%
Simplified79.8%
if -0.0200000000000000004 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) < -1.7e-4 or -3.19999999999999986e-5 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) Initial program 44.5%
neg-sub044.5%
associate-+l-44.5%
sub0-neg44.5%
neg-mul-144.5%
associate-*r/44.5%
*-commutative44.5%
metadata-eval44.5%
metadata-eval44.5%
times-frac44.5%
*-commutative44.5%
times-frac44.5%
Simplified44.5%
Taylor expanded in b around inf 90.2%
+-commutative90.2%
fma-def90.2%
associate-/l*90.2%
unpow290.2%
Simplified90.2%
if -1.7e-4 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) < -3.19999999999999986e-5Initial program 84.6%
neg-sub084.6%
associate-+l-84.6%
sub0-neg84.6%
neg-mul-184.6%
associate-*r/84.6%
*-commutative84.6%
metadata-eval84.6%
metadata-eval84.6%
times-frac84.6%
*-commutative84.6%
times-frac84.6%
Simplified84.6%
add-cbrt-cube84.6%
pow1/384.7%
pow384.9%
Applied egg-rr84.9%
Final simplification87.3%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (- (sqrt (- (* b b) (* c (* 3.0 a)))) b) (* 3.0 a)))
(t_1 (fma -0.375 (/ (* c c) (/ (pow b 3.0) a)) (* -0.5 (/ c b)))))
(if (<= t_0 -0.02)
(* (- (sqrt (fma b b (* a (* c -3.0)))) b) (/ 0.3333333333333333 a))
(if (<= t_0 -0.00017)
t_1
(if (<= t_0 -3.2e-5)
(/
(+
(- b)
(sqrt
(- (* b b) (pow (* (pow (* c a) 3.0) 27.0) 0.3333333333333333))))
(* 3.0 a))
t_1)))))
double code(double a, double b, double c) {
double t_0 = (sqrt(((b * b) - (c * (3.0 * a)))) - b) / (3.0 * a);
double t_1 = fma(-0.375, ((c * c) / (pow(b, 3.0) / a)), (-0.5 * (c / b)));
double tmp;
if (t_0 <= -0.02) {
tmp = (sqrt(fma(b, b, (a * (c * -3.0)))) - b) * (0.3333333333333333 / a);
} else if (t_0 <= -0.00017) {
tmp = t_1;
} else if (t_0 <= -3.2e-5) {
tmp = (-b + sqrt(((b * b) - pow((pow((c * a), 3.0) * 27.0), 0.3333333333333333)))) / (3.0 * a);
} else {
tmp = t_1;
}
return tmp;
}
function code(a, b, c) t_0 = Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(c * Float64(3.0 * a)))) - b) / Float64(3.0 * a)) t_1 = fma(-0.375, Float64(Float64(c * c) / Float64((b ^ 3.0) / a)), Float64(-0.5 * Float64(c / b))) tmp = 0.0 if (t_0 <= -0.02) tmp = Float64(Float64(sqrt(fma(b, b, Float64(a * Float64(c * -3.0)))) - b) * Float64(0.3333333333333333 / a)); elseif (t_0 <= -0.00017) tmp = t_1; elseif (t_0 <= -3.2e-5) tmp = Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - (Float64((Float64(c * a) ^ 3.0) * 27.0) ^ 0.3333333333333333)))) / Float64(3.0 * a)); else tmp = t_1; end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(c * N[(3.0 * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(-0.375 * N[(N[(c * c), $MachinePrecision] / N[(N[Power[b, 3.0], $MachinePrecision] / a), $MachinePrecision]), $MachinePrecision] + N[(-0.5 * N[(c / b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[t$95$0, -0.02], N[(N[(N[Sqrt[N[(b * b + N[(a * N[(c * -3.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] * N[(0.3333333333333333 / a), $MachinePrecision]), $MachinePrecision], If[LessEqual[t$95$0, -0.00017], t$95$1, If[LessEqual[t$95$0, -3.2e-5], N[(N[((-b) + N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[Power[N[(N[Power[N[(c * a), $MachinePrecision], 3.0], $MachinePrecision] * 27.0), $MachinePrecision], 0.3333333333333333], $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], t$95$1]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{\sqrt{b \cdot b - c \cdot \left(3 \cdot a\right)} - b}{3 \cdot a}\\
t_1 := \mathsf{fma}\left(-0.375, \frac{c \cdot c}{\frac{{b}^{3}}{a}}, -0.5 \cdot \frac{c}{b}\right)\\
\mathbf{if}\;t_0 \leq -0.02:\\
\;\;\;\;\left(\sqrt{\mathsf{fma}\left(b, b, a \cdot \left(c \cdot -3\right)\right)} - b\right) \cdot \frac{0.3333333333333333}{a}\\
\mathbf{elif}\;t_0 \leq -0.00017:\\
\;\;\;\;t_1\\
\mathbf{elif}\;t_0 \leq -3.2 \cdot 10^{-5}:\\
\;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - {\left({\left(c \cdot a\right)}^{3} \cdot 27\right)}^{0.3333333333333333}}}{3 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;t_1\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) < -0.0200000000000000004Initial program 79.5%
neg-sub079.5%
associate-+l-79.5%
sub0-neg79.5%
neg-mul-179.5%
associate-*r/79.5%
*-commutative79.5%
metadata-eval79.5%
metadata-eval79.5%
times-frac79.5%
*-commutative79.5%
times-frac79.5%
Simplified79.8%
if -0.0200000000000000004 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) < -1.7e-4 or -3.19999999999999986e-5 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) Initial program 44.5%
neg-sub044.5%
associate-+l-44.5%
sub0-neg44.5%
neg-mul-144.5%
associate-*r/44.5%
*-commutative44.5%
metadata-eval44.5%
metadata-eval44.5%
times-frac44.5%
*-commutative44.5%
times-frac44.5%
Simplified44.5%
Taylor expanded in b around inf 90.2%
+-commutative90.2%
fma-def90.2%
associate-/l*90.2%
unpow290.2%
Simplified90.2%
if -1.7e-4 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) < -3.19999999999999986e-5Initial program 84.6%
neg-sub084.6%
associate-+l-84.6%
sub0-neg84.6%
neg-mul-184.6%
associate-*r/84.6%
metadata-eval84.6%
metadata-eval84.6%
times-frac84.6%
*-commutative84.6%
times-frac84.6%
associate-*l/84.6%
Simplified84.8%
add-cbrt-cube84.6%
pow1/384.9%
pow384.8%
*-commutative84.8%
unpow-prod-down84.9%
metadata-eval84.9%
Applied egg-rr84.9%
Final simplification87.3%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (- (sqrt (- (* b b) (* c (* 3.0 a)))) b) (* 3.0 a)))
(t_1 (fma -0.375 (/ (* c c) (/ (pow b 3.0) a)) (* -0.5 (/ c b)))))
(if (<= t_0 -0.02)
(*
(- (sqrt (fma b b (* a (* c -3.0)))) b)
(exp (log (/ 0.3333333333333333 a))))
(if (<= t_0 -0.00017)
t_1
(if (<= t_0 -3.2e-5)
(/
(+
(- b)
(sqrt
(- (* b b) (pow (* (pow (* c a) 3.0) 27.0) 0.3333333333333333))))
(* 3.0 a))
t_1)))))
double code(double a, double b, double c) {
double t_0 = (sqrt(((b * b) - (c * (3.0 * a)))) - b) / (3.0 * a);
double t_1 = fma(-0.375, ((c * c) / (pow(b, 3.0) / a)), (-0.5 * (c / b)));
double tmp;
if (t_0 <= -0.02) {
tmp = (sqrt(fma(b, b, (a * (c * -3.0)))) - b) * exp(log((0.3333333333333333 / a)));
} else if (t_0 <= -0.00017) {
tmp = t_1;
} else if (t_0 <= -3.2e-5) {
tmp = (-b + sqrt(((b * b) - pow((pow((c * a), 3.0) * 27.0), 0.3333333333333333)))) / (3.0 * a);
} else {
tmp = t_1;
}
return tmp;
}
function code(a, b, c) t_0 = Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(c * Float64(3.0 * a)))) - b) / Float64(3.0 * a)) t_1 = fma(-0.375, Float64(Float64(c * c) / Float64((b ^ 3.0) / a)), Float64(-0.5 * Float64(c / b))) tmp = 0.0 if (t_0 <= -0.02) tmp = Float64(Float64(sqrt(fma(b, b, Float64(a * Float64(c * -3.0)))) - b) * exp(log(Float64(0.3333333333333333 / a)))); elseif (t_0 <= -0.00017) tmp = t_1; elseif (t_0 <= -3.2e-5) tmp = Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - (Float64((Float64(c * a) ^ 3.0) * 27.0) ^ 0.3333333333333333)))) / Float64(3.0 * a)); else tmp = t_1; end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(c * N[(3.0 * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(-0.375 * N[(N[(c * c), $MachinePrecision] / N[(N[Power[b, 3.0], $MachinePrecision] / a), $MachinePrecision]), $MachinePrecision] + N[(-0.5 * N[(c / b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[t$95$0, -0.02], N[(N[(N[Sqrt[N[(b * b + N[(a * N[(c * -3.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] * N[Exp[N[Log[N[(0.3333333333333333 / a), $MachinePrecision]], $MachinePrecision]], $MachinePrecision]), $MachinePrecision], If[LessEqual[t$95$0, -0.00017], t$95$1, If[LessEqual[t$95$0, -3.2e-5], N[(N[((-b) + N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[Power[N[(N[Power[N[(c * a), $MachinePrecision], 3.0], $MachinePrecision] * 27.0), $MachinePrecision], 0.3333333333333333], $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], t$95$1]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{\sqrt{b \cdot b - c \cdot \left(3 \cdot a\right)} - b}{3 \cdot a}\\
t_1 := \mathsf{fma}\left(-0.375, \frac{c \cdot c}{\frac{{b}^{3}}{a}}, -0.5 \cdot \frac{c}{b}\right)\\
\mathbf{if}\;t_0 \leq -0.02:\\
\;\;\;\;\left(\sqrt{\mathsf{fma}\left(b, b, a \cdot \left(c \cdot -3\right)\right)} - b\right) \cdot e^{\log \left(\frac{0.3333333333333333}{a}\right)}\\
\mathbf{elif}\;t_0 \leq -0.00017:\\
\;\;\;\;t_1\\
\mathbf{elif}\;t_0 \leq -3.2 \cdot 10^{-5}:\\
\;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - {\left({\left(c \cdot a\right)}^{3} \cdot 27\right)}^{0.3333333333333333}}}{3 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;t_1\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) < -0.0200000000000000004Initial program 79.5%
neg-sub079.5%
associate-+l-79.5%
sub0-neg79.5%
neg-mul-179.5%
associate-*r/79.5%
*-commutative79.5%
metadata-eval79.5%
metadata-eval79.5%
times-frac79.5%
*-commutative79.5%
times-frac79.5%
Simplified79.8%
add-exp-log79.8%
Applied egg-rr79.8%
if -0.0200000000000000004 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) < -1.7e-4 or -3.19999999999999986e-5 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) Initial program 44.5%
neg-sub044.5%
associate-+l-44.5%
sub0-neg44.5%
neg-mul-144.5%
associate-*r/44.5%
*-commutative44.5%
metadata-eval44.5%
metadata-eval44.5%
times-frac44.5%
*-commutative44.5%
times-frac44.5%
Simplified44.5%
Taylor expanded in b around inf 90.2%
+-commutative90.2%
fma-def90.2%
associate-/l*90.2%
unpow290.2%
Simplified90.2%
if -1.7e-4 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) < -3.19999999999999986e-5Initial program 84.6%
neg-sub084.6%
associate-+l-84.6%
sub0-neg84.6%
neg-mul-184.6%
associate-*r/84.6%
metadata-eval84.6%
metadata-eval84.6%
times-frac84.6%
*-commutative84.6%
times-frac84.6%
associate-*l/84.6%
Simplified84.8%
add-cbrt-cube84.6%
pow1/384.9%
pow384.8%
*-commutative84.8%
unpow-prod-down84.9%
metadata-eval84.9%
Applied egg-rr84.9%
Final simplification87.3%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (- (sqrt (- (* b b) (* c (* 3.0 a)))) b) (* 3.0 a)))
(t_1 (fma -0.375 (/ (* c c) (/ (pow b 3.0) a)) (* -0.5 (/ c b)))))
(if (<= t_0 -0.02)
(*
(- (sqrt (fma b b (* a (* c -3.0)))) b)
(pow (cbrt (/ 0.3333333333333333 a)) 3.0))
(if (<= t_0 -0.00017)
t_1
(if (<= t_0 -3.2e-5)
(/
(+
(- b)
(sqrt
(- (* b b) (pow (* (pow (* c a) 3.0) 27.0) 0.3333333333333333))))
(* 3.0 a))
t_1)))))
double code(double a, double b, double c) {
double t_0 = (sqrt(((b * b) - (c * (3.0 * a)))) - b) / (3.0 * a);
double t_1 = fma(-0.375, ((c * c) / (pow(b, 3.0) / a)), (-0.5 * (c / b)));
double tmp;
if (t_0 <= -0.02) {
tmp = (sqrt(fma(b, b, (a * (c * -3.0)))) - b) * pow(cbrt((0.3333333333333333 / a)), 3.0);
} else if (t_0 <= -0.00017) {
tmp = t_1;
} else if (t_0 <= -3.2e-5) {
tmp = (-b + sqrt(((b * b) - pow((pow((c * a), 3.0) * 27.0), 0.3333333333333333)))) / (3.0 * a);
} else {
tmp = t_1;
}
return tmp;
}
function code(a, b, c) t_0 = Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(c * Float64(3.0 * a)))) - b) / Float64(3.0 * a)) t_1 = fma(-0.375, Float64(Float64(c * c) / Float64((b ^ 3.0) / a)), Float64(-0.5 * Float64(c / b))) tmp = 0.0 if (t_0 <= -0.02) tmp = Float64(Float64(sqrt(fma(b, b, Float64(a * Float64(c * -3.0)))) - b) * (cbrt(Float64(0.3333333333333333 / a)) ^ 3.0)); elseif (t_0 <= -0.00017) tmp = t_1; elseif (t_0 <= -3.2e-5) tmp = Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - (Float64((Float64(c * a) ^ 3.0) * 27.0) ^ 0.3333333333333333)))) / Float64(3.0 * a)); else tmp = t_1; end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(c * N[(3.0 * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(-0.375 * N[(N[(c * c), $MachinePrecision] / N[(N[Power[b, 3.0], $MachinePrecision] / a), $MachinePrecision]), $MachinePrecision] + N[(-0.5 * N[(c / b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[t$95$0, -0.02], N[(N[(N[Sqrt[N[(b * b + N[(a * N[(c * -3.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] * N[Power[N[Power[N[(0.3333333333333333 / a), $MachinePrecision], 1/3], $MachinePrecision], 3.0], $MachinePrecision]), $MachinePrecision], If[LessEqual[t$95$0, -0.00017], t$95$1, If[LessEqual[t$95$0, -3.2e-5], N[(N[((-b) + N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[Power[N[(N[Power[N[(c * a), $MachinePrecision], 3.0], $MachinePrecision] * 27.0), $MachinePrecision], 0.3333333333333333], $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], t$95$1]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{\sqrt{b \cdot b - c \cdot \left(3 \cdot a\right)} - b}{3 \cdot a}\\
t_1 := \mathsf{fma}\left(-0.375, \frac{c \cdot c}{\frac{{b}^{3}}{a}}, -0.5 \cdot \frac{c}{b}\right)\\
\mathbf{if}\;t_0 \leq -0.02:\\
\;\;\;\;\left(\sqrt{\mathsf{fma}\left(b, b, a \cdot \left(c \cdot -3\right)\right)} - b\right) \cdot {\left(\sqrt[3]{\frac{0.3333333333333333}{a}}\right)}^{3}\\
\mathbf{elif}\;t_0 \leq -0.00017:\\
\;\;\;\;t_1\\
\mathbf{elif}\;t_0 \leq -3.2 \cdot 10^{-5}:\\
\;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - {\left({\left(c \cdot a\right)}^{3} \cdot 27\right)}^{0.3333333333333333}}}{3 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;t_1\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) < -0.0200000000000000004Initial program 79.5%
neg-sub079.5%
associate-+l-79.5%
sub0-neg79.5%
neg-mul-179.5%
associate-*r/79.5%
*-commutative79.5%
metadata-eval79.5%
metadata-eval79.5%
times-frac79.5%
*-commutative79.5%
times-frac79.5%
Simplified79.8%
add-cube-cbrt79.8%
pow379.8%
Applied egg-rr79.8%
if -0.0200000000000000004 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) < -1.7e-4 or -3.19999999999999986e-5 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) Initial program 44.5%
neg-sub044.5%
associate-+l-44.5%
sub0-neg44.5%
neg-mul-144.5%
associate-*r/44.5%
*-commutative44.5%
metadata-eval44.5%
metadata-eval44.5%
times-frac44.5%
*-commutative44.5%
times-frac44.5%
Simplified44.5%
Taylor expanded in b around inf 90.2%
+-commutative90.2%
fma-def90.2%
associate-/l*90.2%
unpow290.2%
Simplified90.2%
if -1.7e-4 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) < -3.19999999999999986e-5Initial program 84.6%
neg-sub084.6%
associate-+l-84.6%
sub0-neg84.6%
neg-mul-184.6%
associate-*r/84.6%
metadata-eval84.6%
metadata-eval84.6%
times-frac84.6%
*-commutative84.6%
times-frac84.6%
associate-*l/84.6%
Simplified84.8%
add-cbrt-cube84.6%
pow1/384.9%
pow384.8%
*-commutative84.8%
unpow-prod-down84.9%
metadata-eval84.9%
Applied egg-rr84.9%
Final simplification87.3%
(FPCore (a b c)
:precision binary64
(if (<= (/ (- (sqrt (- (* b b) (* c (* 3.0 a)))) b) (* 3.0 a)) -0.4)
(*
(- (sqrt (fma b b (* a (* c -3.0)))) b)
(pow (cbrt (/ 1.0 (/ a 0.3333333333333333))) 3.0))
(fma
-0.5625
(/ (pow c 3.0) (/ (pow b 5.0) (* a a)))
(fma -0.5 (/ c b) (* -0.375 (/ (* c c) (/ (pow b 3.0) a)))))))
double code(double a, double b, double c) {
double tmp;
if (((sqrt(((b * b) - (c * (3.0 * a)))) - b) / (3.0 * a)) <= -0.4) {
tmp = (sqrt(fma(b, b, (a * (c * -3.0)))) - b) * pow(cbrt((1.0 / (a / 0.3333333333333333))), 3.0);
} else {
tmp = fma(-0.5625, (pow(c, 3.0) / (pow(b, 5.0) / (a * a))), fma(-0.5, (c / b), (-0.375 * ((c * c) / (pow(b, 3.0) / a)))));
}
return tmp;
}
function code(a, b, c) tmp = 0.0 if (Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(c * Float64(3.0 * a)))) - b) / Float64(3.0 * a)) <= -0.4) tmp = Float64(Float64(sqrt(fma(b, b, Float64(a * Float64(c * -3.0)))) - b) * (cbrt(Float64(1.0 / Float64(a / 0.3333333333333333))) ^ 3.0)); else tmp = fma(-0.5625, Float64((c ^ 3.0) / Float64((b ^ 5.0) / Float64(a * a))), fma(-0.5, Float64(c / b), Float64(-0.375 * Float64(Float64(c * c) / Float64((b ^ 3.0) / a))))); end return tmp end
code[a_, b_, c_] := If[LessEqual[N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(c * N[(3.0 * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], -0.4], N[(N[(N[Sqrt[N[(b * b + N[(a * N[(c * -3.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] * N[Power[N[Power[N[(1.0 / N[(a / 0.3333333333333333), $MachinePrecision]), $MachinePrecision], 1/3], $MachinePrecision], 3.0], $MachinePrecision]), $MachinePrecision], N[(-0.5625 * N[(N[Power[c, 3.0], $MachinePrecision] / N[(N[Power[b, 5.0], $MachinePrecision] / N[(a * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(-0.5 * N[(c / b), $MachinePrecision] + N[(-0.375 * N[(N[(c * c), $MachinePrecision] / N[(N[Power[b, 3.0], $MachinePrecision] / a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;\frac{\sqrt{b \cdot b - c \cdot \left(3 \cdot a\right)} - b}{3 \cdot a} \leq -0.4:\\
\;\;\;\;\left(\sqrt{\mathsf{fma}\left(b, b, a \cdot \left(c \cdot -3\right)\right)} - b\right) \cdot {\left(\sqrt[3]{\frac{1}{\frac{a}{0.3333333333333333}}}\right)}^{3}\\
\mathbf{else}:\\
\;\;\;\;\mathsf{fma}\left(-0.5625, \frac{{c}^{3}}{\frac{{b}^{5}}{a \cdot a}}, \mathsf{fma}\left(-0.5, \frac{c}{b}, -0.375 \cdot \frac{c \cdot c}{\frac{{b}^{3}}{a}}\right)\right)\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) < -0.40000000000000002Initial program 80.9%
neg-sub080.9%
associate-+l-80.9%
sub0-neg80.9%
neg-mul-180.9%
associate-*r/80.9%
*-commutative80.9%
metadata-eval80.9%
metadata-eval80.9%
times-frac80.9%
*-commutative80.9%
times-frac80.9%
Simplified81.1%
add-cube-cbrt81.1%
pow381.1%
Applied egg-rr81.1%
clear-num81.1%
inv-pow81.1%
Applied egg-rr81.1%
unpow-181.1%
Simplified81.1%
if -0.40000000000000002 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) Initial program 49.5%
neg-sub049.5%
associate-+l-49.5%
sub0-neg49.5%
neg-mul-149.5%
associate-*r/49.5%
*-commutative49.5%
metadata-eval49.5%
metadata-eval49.5%
times-frac49.5%
*-commutative49.5%
times-frac49.5%
Simplified49.6%
Taylor expanded in b around inf 90.7%
fma-def90.7%
associate-/l*90.7%
unpow290.7%
fma-def90.7%
associate-/l*90.7%
unpow290.7%
Simplified90.7%
Final simplification89.0%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (- (sqrt (- (* b b) (* c (* 3.0 a)))) b) (* 3.0 a))))
(if (<= t_0 -0.02)
(* (- (sqrt (fma b b (* a (* c -3.0)))) b) (/ 0.3333333333333333 a))
(if (or (<= t_0 -0.00017) (not (<= t_0 -3.2e-5)))
(fma -0.375 (/ (* c c) (/ (pow b 3.0) a)) (* -0.5 (/ c b)))
(/ (- (sqrt (- (* b b) (* 3.0 (* c a)))) b) (* 3.0 a))))))
double code(double a, double b, double c) {
double t_0 = (sqrt(((b * b) - (c * (3.0 * a)))) - b) / (3.0 * a);
double tmp;
if (t_0 <= -0.02) {
tmp = (sqrt(fma(b, b, (a * (c * -3.0)))) - b) * (0.3333333333333333 / a);
} else if ((t_0 <= -0.00017) || !(t_0 <= -3.2e-5)) {
tmp = fma(-0.375, ((c * c) / (pow(b, 3.0) / a)), (-0.5 * (c / b)));
} else {
tmp = (sqrt(((b * b) - (3.0 * (c * a)))) - b) / (3.0 * a);
}
return tmp;
}
function code(a, b, c) t_0 = Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(c * Float64(3.0 * a)))) - b) / Float64(3.0 * a)) tmp = 0.0 if (t_0 <= -0.02) tmp = Float64(Float64(sqrt(fma(b, b, Float64(a * Float64(c * -3.0)))) - b) * Float64(0.3333333333333333 / a)); elseif ((t_0 <= -0.00017) || !(t_0 <= -3.2e-5)) tmp = fma(-0.375, Float64(Float64(c * c) / Float64((b ^ 3.0) / a)), Float64(-0.5 * Float64(c / b))); else tmp = Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(3.0 * Float64(c * a)))) - b) / Float64(3.0 * a)); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(c * N[(3.0 * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[t$95$0, -0.02], N[(N[(N[Sqrt[N[(b * b + N[(a * N[(c * -3.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] * N[(0.3333333333333333 / a), $MachinePrecision]), $MachinePrecision], If[Or[LessEqual[t$95$0, -0.00017], N[Not[LessEqual[t$95$0, -3.2e-5]], $MachinePrecision]], N[(-0.375 * N[(N[(c * c), $MachinePrecision] / N[(N[Power[b, 3.0], $MachinePrecision] / a), $MachinePrecision]), $MachinePrecision] + N[(-0.5 * N[(c / b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(3.0 * N[(c * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{\sqrt{b \cdot b - c \cdot \left(3 \cdot a\right)} - b}{3 \cdot a}\\
\mathbf{if}\;t_0 \leq -0.02:\\
\;\;\;\;\left(\sqrt{\mathsf{fma}\left(b, b, a \cdot \left(c \cdot -3\right)\right)} - b\right) \cdot \frac{0.3333333333333333}{a}\\
\mathbf{elif}\;t_0 \leq -0.00017 \lor \neg \left(t_0 \leq -3.2 \cdot 10^{-5}\right):\\
\;\;\;\;\mathsf{fma}\left(-0.375, \frac{c \cdot c}{\frac{{b}^{3}}{a}}, -0.5 \cdot \frac{c}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{b \cdot b - 3 \cdot \left(c \cdot a\right)} - b}{3 \cdot a}\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) < -0.0200000000000000004Initial program 79.5%
neg-sub079.5%
associate-+l-79.5%
sub0-neg79.5%
neg-mul-179.5%
associate-*r/79.5%
*-commutative79.5%
metadata-eval79.5%
metadata-eval79.5%
times-frac79.5%
*-commutative79.5%
times-frac79.5%
Simplified79.8%
if -0.0200000000000000004 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) < -1.7e-4 or -3.19999999999999986e-5 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) Initial program 44.5%
neg-sub044.5%
associate-+l-44.5%
sub0-neg44.5%
neg-mul-144.5%
associate-*r/44.5%
*-commutative44.5%
metadata-eval44.5%
metadata-eval44.5%
times-frac44.5%
*-commutative44.5%
times-frac44.5%
Simplified44.5%
Taylor expanded in b around inf 90.2%
+-commutative90.2%
fma-def90.2%
associate-/l*90.2%
unpow290.2%
Simplified90.2%
if -1.7e-4 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) < -3.19999999999999986e-5Initial program 84.6%
neg-sub084.6%
associate-+l-84.6%
sub0-neg84.6%
neg-mul-184.6%
associate-*r/84.6%
metadata-eval84.6%
metadata-eval84.6%
times-frac84.6%
*-commutative84.6%
times-frac84.6%
associate-*l/84.6%
Simplified84.8%
Final simplification87.3%
(FPCore (a b c)
:precision binary64
(if (<= (/ (- (sqrt (- (* b b) (* c (* 3.0 a)))) b) (* 3.0 a)) -0.4)
(*
(- (sqrt (fma b b (* a (* c -3.0)))) b)
(pow (cbrt (/ 1.0 (/ a 0.3333333333333333))) 3.0))
(/
(fma
(/ c (/ b a))
-0.5
(+
(* -0.5625 (/ (pow (* c a) 3.0) (pow b 5.0)))
(* -0.375 (* (* a a) (/ (* c c) (pow b 3.0))))))
a)))
double code(double a, double b, double c) {
double tmp;
if (((sqrt(((b * b) - (c * (3.0 * a)))) - b) / (3.0 * a)) <= -0.4) {
tmp = (sqrt(fma(b, b, (a * (c * -3.0)))) - b) * pow(cbrt((1.0 / (a / 0.3333333333333333))), 3.0);
} else {
tmp = fma((c / (b / a)), -0.5, ((-0.5625 * (pow((c * a), 3.0) / pow(b, 5.0))) + (-0.375 * ((a * a) * ((c * c) / pow(b, 3.0)))))) / a;
}
return tmp;
}
function code(a, b, c) tmp = 0.0 if (Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(c * Float64(3.0 * a)))) - b) / Float64(3.0 * a)) <= -0.4) tmp = Float64(Float64(sqrt(fma(b, b, Float64(a * Float64(c * -3.0)))) - b) * (cbrt(Float64(1.0 / Float64(a / 0.3333333333333333))) ^ 3.0)); else tmp = Float64(fma(Float64(c / Float64(b / a)), -0.5, Float64(Float64(-0.5625 * Float64((Float64(c * a) ^ 3.0) / (b ^ 5.0))) + Float64(-0.375 * Float64(Float64(a * a) * Float64(Float64(c * c) / (b ^ 3.0)))))) / a); end return tmp end
code[a_, b_, c_] := If[LessEqual[N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(c * N[(3.0 * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], -0.4], N[(N[(N[Sqrt[N[(b * b + N[(a * N[(c * -3.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] * N[Power[N[Power[N[(1.0 / N[(a / 0.3333333333333333), $MachinePrecision]), $MachinePrecision], 1/3], $MachinePrecision], 3.0], $MachinePrecision]), $MachinePrecision], N[(N[(N[(c / N[(b / a), $MachinePrecision]), $MachinePrecision] * -0.5 + N[(N[(-0.5625 * N[(N[Power[N[(c * a), $MachinePrecision], 3.0], $MachinePrecision] / N[Power[b, 5.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(-0.375 * N[(N[(a * a), $MachinePrecision] * N[(N[(c * c), $MachinePrecision] / N[Power[b, 3.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / a), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;\frac{\sqrt{b \cdot b - c \cdot \left(3 \cdot a\right)} - b}{3 \cdot a} \leq -0.4:\\
\;\;\;\;\left(\sqrt{\mathsf{fma}\left(b, b, a \cdot \left(c \cdot -3\right)\right)} - b\right) \cdot {\left(\sqrt[3]{\frac{1}{\frac{a}{0.3333333333333333}}}\right)}^{3}\\
\mathbf{else}:\\
\;\;\;\;\frac{\mathsf{fma}\left(\frac{c}{\frac{b}{a}}, -0.5, -0.5625 \cdot \frac{{\left(c \cdot a\right)}^{3}}{{b}^{5}} + -0.375 \cdot \left(\left(a \cdot a\right) \cdot \frac{c \cdot c}{{b}^{3}}\right)\right)}{a}\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) < -0.40000000000000002Initial program 80.9%
neg-sub080.9%
associate-+l-80.9%
sub0-neg80.9%
neg-mul-180.9%
associate-*r/80.9%
*-commutative80.9%
metadata-eval80.9%
metadata-eval80.9%
times-frac80.9%
*-commutative80.9%
times-frac80.9%
Simplified81.1%
add-cube-cbrt81.1%
pow381.1%
Applied egg-rr81.1%
clear-num81.1%
inv-pow81.1%
Applied egg-rr81.1%
unpow-181.1%
Simplified81.1%
if -0.40000000000000002 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) Initial program 49.5%
/-rgt-identity49.5%
metadata-eval49.5%
associate-/r/49.5%
metadata-eval49.5%
metadata-eval49.5%
times-frac49.5%
*-commutative49.5%
times-frac49.5%
*-commutative49.5%
associate-/r*49.5%
associate-*l/49.5%
Simplified49.5%
Taylor expanded in b around inf 90.6%
*-commutative90.6%
fma-def90.6%
associate-/l*90.5%
*-commutative90.5%
fma-def90.5%
unpow290.5%
unpow290.5%
*-commutative90.5%
cube-prod90.5%
Simplified90.5%
fma-udef90.5%
associate-/l*90.5%
associate-/r/90.5%
Applied egg-rr90.5%
Final simplification88.8%
(FPCore (a b c)
:precision binary64
(if (<= (/ (- (sqrt (- (* b b) (* c (* 3.0 a)))) b) (* 3.0 a)) -0.4)
(*
(- (sqrt (fma b b (* a (* c -3.0)))) b)
(pow (cbrt (/ 1.0 (/ a 0.3333333333333333))) 3.0))
(*
-0.3333333333333333
(fma
1.6875
(/ (* (pow c 3.0) (* a a)) (pow b 5.0))
(+ (* (/ c b) 1.5) (* (* a (/ (* c c) (pow b 3.0))) 1.125))))))
double code(double a, double b, double c) {
double tmp;
if (((sqrt(((b * b) - (c * (3.0 * a)))) - b) / (3.0 * a)) <= -0.4) {
tmp = (sqrt(fma(b, b, (a * (c * -3.0)))) - b) * pow(cbrt((1.0 / (a / 0.3333333333333333))), 3.0);
} else {
tmp = -0.3333333333333333 * fma(1.6875, ((pow(c, 3.0) * (a * a)) / pow(b, 5.0)), (((c / b) * 1.5) + ((a * ((c * c) / pow(b, 3.0))) * 1.125)));
}
return tmp;
}
function code(a, b, c) tmp = 0.0 if (Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(c * Float64(3.0 * a)))) - b) / Float64(3.0 * a)) <= -0.4) tmp = Float64(Float64(sqrt(fma(b, b, Float64(a * Float64(c * -3.0)))) - b) * (cbrt(Float64(1.0 / Float64(a / 0.3333333333333333))) ^ 3.0)); else tmp = Float64(-0.3333333333333333 * fma(1.6875, Float64(Float64((c ^ 3.0) * Float64(a * a)) / (b ^ 5.0)), Float64(Float64(Float64(c / b) * 1.5) + Float64(Float64(a * Float64(Float64(c * c) / (b ^ 3.0))) * 1.125)))); end return tmp end
code[a_, b_, c_] := If[LessEqual[N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(c * N[(3.0 * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], -0.4], N[(N[(N[Sqrt[N[(b * b + N[(a * N[(c * -3.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] * N[Power[N[Power[N[(1.0 / N[(a / 0.3333333333333333), $MachinePrecision]), $MachinePrecision], 1/3], $MachinePrecision], 3.0], $MachinePrecision]), $MachinePrecision], N[(-0.3333333333333333 * N[(1.6875 * N[(N[(N[Power[c, 3.0], $MachinePrecision] * N[(a * a), $MachinePrecision]), $MachinePrecision] / N[Power[b, 5.0], $MachinePrecision]), $MachinePrecision] + N[(N[(N[(c / b), $MachinePrecision] * 1.5), $MachinePrecision] + N[(N[(a * N[(N[(c * c), $MachinePrecision] / N[Power[b, 3.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * 1.125), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;\frac{\sqrt{b \cdot b - c \cdot \left(3 \cdot a\right)} - b}{3 \cdot a} \leq -0.4:\\
\;\;\;\;\left(\sqrt{\mathsf{fma}\left(b, b, a \cdot \left(c \cdot -3\right)\right)} - b\right) \cdot {\left(\sqrt[3]{\frac{1}{\frac{a}{0.3333333333333333}}}\right)}^{3}\\
\mathbf{else}:\\
\;\;\;\;-0.3333333333333333 \cdot \mathsf{fma}\left(1.6875, \frac{{c}^{3} \cdot \left(a \cdot a\right)}{{b}^{5}}, \frac{c}{b} \cdot 1.5 + \left(a \cdot \frac{c \cdot c}{{b}^{3}}\right) \cdot 1.125\right)\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) < -0.40000000000000002Initial program 80.9%
neg-sub080.9%
associate-+l-80.9%
sub0-neg80.9%
neg-mul-180.9%
associate-*r/80.9%
*-commutative80.9%
metadata-eval80.9%
metadata-eval80.9%
times-frac80.9%
*-commutative80.9%
times-frac80.9%
Simplified81.1%
add-cube-cbrt81.1%
pow381.1%
Applied egg-rr81.1%
clear-num81.1%
inv-pow81.1%
Applied egg-rr81.1%
unpow-181.1%
Simplified81.1%
if -0.40000000000000002 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) Initial program 49.5%
/-rgt-identity49.5%
metadata-eval49.5%
associate-/l*49.5%
associate-*r/49.5%
*-commutative49.5%
associate-*l/49.5%
associate-*r/49.5%
metadata-eval49.5%
metadata-eval49.5%
times-frac49.5%
neg-mul-149.5%
distribute-rgt-neg-in49.5%
times-frac49.5%
metadata-eval49.5%
neg-mul-149.5%
Simplified49.5%
Taylor expanded in b around inf 90.4%
fma-def90.4%
unpow290.4%
+-commutative90.4%
fma-def90.5%
associate-/l*90.5%
unpow290.5%
Simplified90.5%
fma-udef86.0%
*-commutative86.0%
associate-/r/86.0%
Applied egg-rr90.4%
Final simplification88.7%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (- (sqrt (- (* b b) (* c (* 3.0 a)))) b) (* 3.0 a))))
(if (<= t_0 -0.02)
(/ (- (sqrt (- (* b b) (* a (* c 3.0)))) b) (* 3.0 a))
(if (or (<= t_0 -0.00017) (not (<= t_0 -3.2e-5)))
(/
(+
(* -0.5 (/ (* c a) b))
(* -0.375 (* (* a a) (/ (* c c) (pow b 3.0)))))
a)
(/ (- (sqrt (- (* b b) (* 3.0 (* c a)))) b) (* 3.0 a))))))
double code(double a, double b, double c) {
double t_0 = (sqrt(((b * b) - (c * (3.0 * a)))) - b) / (3.0 * a);
double tmp;
if (t_0 <= -0.02) {
tmp = (sqrt(((b * b) - (a * (c * 3.0)))) - b) / (3.0 * a);
} else if ((t_0 <= -0.00017) || !(t_0 <= -3.2e-5)) {
tmp = ((-0.5 * ((c * a) / b)) + (-0.375 * ((a * a) * ((c * c) / pow(b, 3.0))))) / a;
} else {
tmp = (sqrt(((b * b) - (3.0 * (c * a)))) - b) / (3.0 * 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) - (c * (3.0d0 * a)))) - b) / (3.0d0 * a)
if (t_0 <= (-0.02d0)) then
tmp = (sqrt(((b * b) - (a * (c * 3.0d0)))) - b) / (3.0d0 * a)
else if ((t_0 <= (-0.00017d0)) .or. (.not. (t_0 <= (-3.2d-5)))) then
tmp = (((-0.5d0) * ((c * a) / b)) + ((-0.375d0) * ((a * a) * ((c * c) / (b ** 3.0d0))))) / a
else
tmp = (sqrt(((b * b) - (3.0d0 * (c * a)))) - b) / (3.0d0 * a)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double t_0 = (Math.sqrt(((b * b) - (c * (3.0 * a)))) - b) / (3.0 * a);
double tmp;
if (t_0 <= -0.02) {
tmp = (Math.sqrt(((b * b) - (a * (c * 3.0)))) - b) / (3.0 * a);
} else if ((t_0 <= -0.00017) || !(t_0 <= -3.2e-5)) {
tmp = ((-0.5 * ((c * a) / b)) + (-0.375 * ((a * a) * ((c * c) / Math.pow(b, 3.0))))) / a;
} else {
tmp = (Math.sqrt(((b * b) - (3.0 * (c * a)))) - b) / (3.0 * a);
}
return tmp;
}
def code(a, b, c): t_0 = (math.sqrt(((b * b) - (c * (3.0 * a)))) - b) / (3.0 * a) tmp = 0 if t_0 <= -0.02: tmp = (math.sqrt(((b * b) - (a * (c * 3.0)))) - b) / (3.0 * a) elif (t_0 <= -0.00017) or not (t_0 <= -3.2e-5): tmp = ((-0.5 * ((c * a) / b)) + (-0.375 * ((a * a) * ((c * c) / math.pow(b, 3.0))))) / a else: tmp = (math.sqrt(((b * b) - (3.0 * (c * a)))) - b) / (3.0 * a) return tmp
function code(a, b, c) t_0 = Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(c * Float64(3.0 * a)))) - b) / Float64(3.0 * a)) tmp = 0.0 if (t_0 <= -0.02) tmp = Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(a * Float64(c * 3.0)))) - b) / Float64(3.0 * a)); elseif ((t_0 <= -0.00017) || !(t_0 <= -3.2e-5)) tmp = Float64(Float64(Float64(-0.5 * Float64(Float64(c * a) / b)) + Float64(-0.375 * Float64(Float64(a * a) * Float64(Float64(c * c) / (b ^ 3.0))))) / a); else tmp = Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(3.0 * Float64(c * a)))) - b) / Float64(3.0 * a)); end return tmp end
function tmp_2 = code(a, b, c) t_0 = (sqrt(((b * b) - (c * (3.0 * a)))) - b) / (3.0 * a); tmp = 0.0; if (t_0 <= -0.02) tmp = (sqrt(((b * b) - (a * (c * 3.0)))) - b) / (3.0 * a); elseif ((t_0 <= -0.00017) || ~((t_0 <= -3.2e-5))) tmp = ((-0.5 * ((c * a) / b)) + (-0.375 * ((a * a) * ((c * c) / (b ^ 3.0))))) / a; else tmp = (sqrt(((b * b) - (3.0 * (c * a)))) - b) / (3.0 * a); end tmp_2 = tmp; end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(c * N[(3.0 * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[t$95$0, -0.02], N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(a * N[(c * 3.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], If[Or[LessEqual[t$95$0, -0.00017], N[Not[LessEqual[t$95$0, -3.2e-5]], $MachinePrecision]], N[(N[(N[(-0.5 * N[(N[(c * a), $MachinePrecision] / b), $MachinePrecision]), $MachinePrecision] + N[(-0.375 * N[(N[(a * a), $MachinePrecision] * N[(N[(c * c), $MachinePrecision] / N[Power[b, 3.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / a), $MachinePrecision], N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(3.0 * N[(c * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{\sqrt{b \cdot b - c \cdot \left(3 \cdot a\right)} - b}{3 \cdot a}\\
\mathbf{if}\;t_0 \leq -0.02:\\
\;\;\;\;\frac{\sqrt{b \cdot b - a \cdot \left(c \cdot 3\right)} - b}{3 \cdot a}\\
\mathbf{elif}\;t_0 \leq -0.00017 \lor \neg \left(t_0 \leq -3.2 \cdot 10^{-5}\right):\\
\;\;\;\;\frac{-0.5 \cdot \frac{c \cdot a}{b} + -0.375 \cdot \left(\left(a \cdot a\right) \cdot \frac{c \cdot c}{{b}^{3}}\right)}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{b \cdot b - 3 \cdot \left(c \cdot a\right)} - b}{3 \cdot a}\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) < -0.0200000000000000004Initial program 79.5%
neg-sub079.5%
associate-+l-79.5%
sub0-neg79.5%
neg-mul-179.5%
associate-*r/79.5%
metadata-eval79.5%
metadata-eval79.5%
times-frac79.5%
*-commutative79.5%
times-frac79.5%
associate-*l/79.5%
Simplified79.4%
Taylor expanded in a around 0 79.4%
associate-*r*79.5%
Simplified79.5%
if -0.0200000000000000004 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) < -1.7e-4 or -3.19999999999999986e-5 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) Initial program 44.5%
/-rgt-identity44.5%
metadata-eval44.5%
associate-/r/44.5%
metadata-eval44.5%
metadata-eval44.5%
times-frac44.5%
*-commutative44.5%
times-frac44.5%
*-commutative44.5%
associate-/r*44.5%
associate-*l/44.5%
Simplified44.5%
Taylor expanded in b around inf 90.0%
pow-prod-down90.0%
pow290.0%
swap-sqr90.0%
associate-/l*90.0%
associate-/r/90.0%
Applied egg-rr90.0%
if -1.7e-4 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) < -3.19999999999999986e-5Initial program 84.6%
neg-sub084.6%
associate-+l-84.6%
sub0-neg84.6%
neg-mul-184.6%
associate-*r/84.6%
metadata-eval84.6%
metadata-eval84.6%
times-frac84.6%
*-commutative84.6%
times-frac84.6%
associate-*l/84.6%
Simplified84.8%
Final simplification87.1%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (- (sqrt (- (* b b) (* c (* 3.0 a)))) b) (* 3.0 a))))
(if (<= t_0 -0.02)
(* -0.3333333333333333 (/ (- b (sqrt (fma b b (* a (* c -3.0))))) a))
(if (or (<= t_0 -0.00017) (not (<= t_0 -3.2e-5)))
(/
(+
(* -0.5 (/ (* c a) b))
(* -0.375 (* (* a a) (/ (* c c) (pow b 3.0)))))
a)
(/ (- (sqrt (- (* b b) (* 3.0 (* c a)))) b) (* 3.0 a))))))
double code(double a, double b, double c) {
double t_0 = (sqrt(((b * b) - (c * (3.0 * a)))) - b) / (3.0 * a);
double tmp;
if (t_0 <= -0.02) {
tmp = -0.3333333333333333 * ((b - sqrt(fma(b, b, (a * (c * -3.0))))) / a);
} else if ((t_0 <= -0.00017) || !(t_0 <= -3.2e-5)) {
tmp = ((-0.5 * ((c * a) / b)) + (-0.375 * ((a * a) * ((c * c) / pow(b, 3.0))))) / a;
} else {
tmp = (sqrt(((b * b) - (3.0 * (c * a)))) - b) / (3.0 * a);
}
return tmp;
}
function code(a, b, c) t_0 = Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(c * Float64(3.0 * a)))) - b) / Float64(3.0 * a)) tmp = 0.0 if (t_0 <= -0.02) tmp = Float64(-0.3333333333333333 * Float64(Float64(b - sqrt(fma(b, b, Float64(a * Float64(c * -3.0))))) / a)); elseif ((t_0 <= -0.00017) || !(t_0 <= -3.2e-5)) tmp = Float64(Float64(Float64(-0.5 * Float64(Float64(c * a) / b)) + Float64(-0.375 * Float64(Float64(a * a) * Float64(Float64(c * c) / (b ^ 3.0))))) / a); else tmp = Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(3.0 * Float64(c * a)))) - b) / Float64(3.0 * a)); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(c * N[(3.0 * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[t$95$0, -0.02], N[(-0.3333333333333333 * N[(N[(b - N[Sqrt[N[(b * b + N[(a * N[(c * -3.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / a), $MachinePrecision]), $MachinePrecision], If[Or[LessEqual[t$95$0, -0.00017], N[Not[LessEqual[t$95$0, -3.2e-5]], $MachinePrecision]], N[(N[(N[(-0.5 * N[(N[(c * a), $MachinePrecision] / b), $MachinePrecision]), $MachinePrecision] + N[(-0.375 * N[(N[(a * a), $MachinePrecision] * N[(N[(c * c), $MachinePrecision] / N[Power[b, 3.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / a), $MachinePrecision], N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(3.0 * N[(c * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{\sqrt{b \cdot b - c \cdot \left(3 \cdot a\right)} - b}{3 \cdot a}\\
\mathbf{if}\;t_0 \leq -0.02:\\
\;\;\;\;-0.3333333333333333 \cdot \frac{b - \sqrt{\mathsf{fma}\left(b, b, a \cdot \left(c \cdot -3\right)\right)}}{a}\\
\mathbf{elif}\;t_0 \leq -0.00017 \lor \neg \left(t_0 \leq -3.2 \cdot 10^{-5}\right):\\
\;\;\;\;\frac{-0.5 \cdot \frac{c \cdot a}{b} + -0.375 \cdot \left(\left(a \cdot a\right) \cdot \frac{c \cdot c}{{b}^{3}}\right)}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{b \cdot b - 3 \cdot \left(c \cdot a\right)} - b}{3 \cdot a}\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) < -0.0200000000000000004Initial program 79.5%
/-rgt-identity79.5%
metadata-eval79.5%
associate-/l*79.5%
associate-*r/79.5%
*-commutative79.5%
associate-*l/79.5%
associate-*r/79.5%
metadata-eval79.5%
metadata-eval79.5%
times-frac79.5%
neg-mul-179.5%
distribute-rgt-neg-in79.5%
times-frac79.5%
metadata-eval79.5%
neg-mul-179.5%
Simplified79.8%
if -0.0200000000000000004 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) < -1.7e-4 or -3.19999999999999986e-5 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) Initial program 44.5%
/-rgt-identity44.5%
metadata-eval44.5%
associate-/r/44.5%
metadata-eval44.5%
metadata-eval44.5%
times-frac44.5%
*-commutative44.5%
times-frac44.5%
*-commutative44.5%
associate-/r*44.5%
associate-*l/44.5%
Simplified44.5%
Taylor expanded in b around inf 90.0%
pow-prod-down90.0%
pow290.0%
swap-sqr90.0%
associate-/l*90.0%
associate-/r/90.0%
Applied egg-rr90.0%
if -1.7e-4 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) < -3.19999999999999986e-5Initial program 84.6%
neg-sub084.6%
associate-+l-84.6%
sub0-neg84.6%
neg-mul-184.6%
associate-*r/84.6%
metadata-eval84.6%
metadata-eval84.6%
times-frac84.6%
*-commutative84.6%
times-frac84.6%
associate-*l/84.6%
Simplified84.8%
Final simplification87.2%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (- (sqrt (- (* b b) (* c (* 3.0 a)))) b) (* 3.0 a))))
(if (<= t_0 -0.02)
(* (- (sqrt (fma b b (* a (* c -3.0)))) b) (/ 0.3333333333333333 a))
(if (or (<= t_0 -0.00017) (not (<= t_0 -3.2e-5)))
(/
(+
(* -0.5 (/ (* c a) b))
(* -0.375 (* (* a a) (/ (* c c) (pow b 3.0)))))
a)
(/ (- (sqrt (- (* b b) (* 3.0 (* c a)))) b) (* 3.0 a))))))
double code(double a, double b, double c) {
double t_0 = (sqrt(((b * b) - (c * (3.0 * a)))) - b) / (3.0 * a);
double tmp;
if (t_0 <= -0.02) {
tmp = (sqrt(fma(b, b, (a * (c * -3.0)))) - b) * (0.3333333333333333 / a);
} else if ((t_0 <= -0.00017) || !(t_0 <= -3.2e-5)) {
tmp = ((-0.5 * ((c * a) / b)) + (-0.375 * ((a * a) * ((c * c) / pow(b, 3.0))))) / a;
} else {
tmp = (sqrt(((b * b) - (3.0 * (c * a)))) - b) / (3.0 * a);
}
return tmp;
}
function code(a, b, c) t_0 = Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(c * Float64(3.0 * a)))) - b) / Float64(3.0 * a)) tmp = 0.0 if (t_0 <= -0.02) tmp = Float64(Float64(sqrt(fma(b, b, Float64(a * Float64(c * -3.0)))) - b) * Float64(0.3333333333333333 / a)); elseif ((t_0 <= -0.00017) || !(t_0 <= -3.2e-5)) tmp = Float64(Float64(Float64(-0.5 * Float64(Float64(c * a) / b)) + Float64(-0.375 * Float64(Float64(a * a) * Float64(Float64(c * c) / (b ^ 3.0))))) / a); else tmp = Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(3.0 * Float64(c * a)))) - b) / Float64(3.0 * a)); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(c * N[(3.0 * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[t$95$0, -0.02], N[(N[(N[Sqrt[N[(b * b + N[(a * N[(c * -3.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] * N[(0.3333333333333333 / a), $MachinePrecision]), $MachinePrecision], If[Or[LessEqual[t$95$0, -0.00017], N[Not[LessEqual[t$95$0, -3.2e-5]], $MachinePrecision]], N[(N[(N[(-0.5 * N[(N[(c * a), $MachinePrecision] / b), $MachinePrecision]), $MachinePrecision] + N[(-0.375 * N[(N[(a * a), $MachinePrecision] * N[(N[(c * c), $MachinePrecision] / N[Power[b, 3.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / a), $MachinePrecision], N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(3.0 * N[(c * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{\sqrt{b \cdot b - c \cdot \left(3 \cdot a\right)} - b}{3 \cdot a}\\
\mathbf{if}\;t_0 \leq -0.02:\\
\;\;\;\;\left(\sqrt{\mathsf{fma}\left(b, b, a \cdot \left(c \cdot -3\right)\right)} - b\right) \cdot \frac{0.3333333333333333}{a}\\
\mathbf{elif}\;t_0 \leq -0.00017 \lor \neg \left(t_0 \leq -3.2 \cdot 10^{-5}\right):\\
\;\;\;\;\frac{-0.5 \cdot \frac{c \cdot a}{b} + -0.375 \cdot \left(\left(a \cdot a\right) \cdot \frac{c \cdot c}{{b}^{3}}\right)}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{b \cdot b - 3 \cdot \left(c \cdot a\right)} - b}{3 \cdot a}\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) < -0.0200000000000000004Initial program 79.5%
neg-sub079.5%
associate-+l-79.5%
sub0-neg79.5%
neg-mul-179.5%
associate-*r/79.5%
*-commutative79.5%
metadata-eval79.5%
metadata-eval79.5%
times-frac79.5%
*-commutative79.5%
times-frac79.5%
Simplified79.8%
if -0.0200000000000000004 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) < -1.7e-4 or -3.19999999999999986e-5 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) Initial program 44.5%
/-rgt-identity44.5%
metadata-eval44.5%
associate-/r/44.5%
metadata-eval44.5%
metadata-eval44.5%
times-frac44.5%
*-commutative44.5%
times-frac44.5%
*-commutative44.5%
associate-/r*44.5%
associate-*l/44.5%
Simplified44.5%
Taylor expanded in b around inf 90.0%
pow-prod-down90.0%
pow290.0%
swap-sqr90.0%
associate-/l*90.0%
associate-/r/90.0%
Applied egg-rr90.0%
if -1.7e-4 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) < -3.19999999999999986e-5Initial program 84.6%
neg-sub084.6%
associate-+l-84.6%
sub0-neg84.6%
neg-mul-184.6%
associate-*r/84.6%
metadata-eval84.6%
metadata-eval84.6%
times-frac84.6%
*-commutative84.6%
times-frac84.6%
associate-*l/84.6%
Simplified84.8%
Final simplification87.2%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (- (sqrt (- (* b b) (* c (* 3.0 a)))) b) (* 3.0 a))))
(if (<= t_0 -0.02)
(/ (- (sqrt (- (* b b) (* a (* c 3.0)))) b) (* 3.0 a))
(if (or (<= t_0 -0.00017) (not (<= t_0 -3.2e-5)))
(*
-0.3333333333333333
(+ (* (/ c b) 1.5) (* (* a (/ (* c c) (pow b 3.0))) 1.125)))
(/ (- (sqrt (- (* b b) (* 3.0 (* c a)))) b) (* 3.0 a))))))
double code(double a, double b, double c) {
double t_0 = (sqrt(((b * b) - (c * (3.0 * a)))) - b) / (3.0 * a);
double tmp;
if (t_0 <= -0.02) {
tmp = (sqrt(((b * b) - (a * (c * 3.0)))) - b) / (3.0 * a);
} else if ((t_0 <= -0.00017) || !(t_0 <= -3.2e-5)) {
tmp = -0.3333333333333333 * (((c / b) * 1.5) + ((a * ((c * c) / pow(b, 3.0))) * 1.125));
} else {
tmp = (sqrt(((b * b) - (3.0 * (c * a)))) - b) / (3.0 * 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) - (c * (3.0d0 * a)))) - b) / (3.0d0 * a)
if (t_0 <= (-0.02d0)) then
tmp = (sqrt(((b * b) - (a * (c * 3.0d0)))) - b) / (3.0d0 * a)
else if ((t_0 <= (-0.00017d0)) .or. (.not. (t_0 <= (-3.2d-5)))) then
tmp = (-0.3333333333333333d0) * (((c / b) * 1.5d0) + ((a * ((c * c) / (b ** 3.0d0))) * 1.125d0))
else
tmp = (sqrt(((b * b) - (3.0d0 * (c * a)))) - b) / (3.0d0 * a)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double t_0 = (Math.sqrt(((b * b) - (c * (3.0 * a)))) - b) / (3.0 * a);
double tmp;
if (t_0 <= -0.02) {
tmp = (Math.sqrt(((b * b) - (a * (c * 3.0)))) - b) / (3.0 * a);
} else if ((t_0 <= -0.00017) || !(t_0 <= -3.2e-5)) {
tmp = -0.3333333333333333 * (((c / b) * 1.5) + ((a * ((c * c) / Math.pow(b, 3.0))) * 1.125));
} else {
tmp = (Math.sqrt(((b * b) - (3.0 * (c * a)))) - b) / (3.0 * a);
}
return tmp;
}
def code(a, b, c): t_0 = (math.sqrt(((b * b) - (c * (3.0 * a)))) - b) / (3.0 * a) tmp = 0 if t_0 <= -0.02: tmp = (math.sqrt(((b * b) - (a * (c * 3.0)))) - b) / (3.0 * a) elif (t_0 <= -0.00017) or not (t_0 <= -3.2e-5): tmp = -0.3333333333333333 * (((c / b) * 1.5) + ((a * ((c * c) / math.pow(b, 3.0))) * 1.125)) else: tmp = (math.sqrt(((b * b) - (3.0 * (c * a)))) - b) / (3.0 * a) return tmp
function code(a, b, c) t_0 = Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(c * Float64(3.0 * a)))) - b) / Float64(3.0 * a)) tmp = 0.0 if (t_0 <= -0.02) tmp = Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(a * Float64(c * 3.0)))) - b) / Float64(3.0 * a)); elseif ((t_0 <= -0.00017) || !(t_0 <= -3.2e-5)) tmp = Float64(-0.3333333333333333 * Float64(Float64(Float64(c / b) * 1.5) + Float64(Float64(a * Float64(Float64(c * c) / (b ^ 3.0))) * 1.125))); else tmp = Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(3.0 * Float64(c * a)))) - b) / Float64(3.0 * a)); end return tmp end
function tmp_2 = code(a, b, c) t_0 = (sqrt(((b * b) - (c * (3.0 * a)))) - b) / (3.0 * a); tmp = 0.0; if (t_0 <= -0.02) tmp = (sqrt(((b * b) - (a * (c * 3.0)))) - b) / (3.0 * a); elseif ((t_0 <= -0.00017) || ~((t_0 <= -3.2e-5))) tmp = -0.3333333333333333 * (((c / b) * 1.5) + ((a * ((c * c) / (b ^ 3.0))) * 1.125)); else tmp = (sqrt(((b * b) - (3.0 * (c * a)))) - b) / (3.0 * a); end tmp_2 = tmp; end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(c * N[(3.0 * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[t$95$0, -0.02], N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(a * N[(c * 3.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], If[Or[LessEqual[t$95$0, -0.00017], N[Not[LessEqual[t$95$0, -3.2e-5]], $MachinePrecision]], N[(-0.3333333333333333 * N[(N[(N[(c / b), $MachinePrecision] * 1.5), $MachinePrecision] + N[(N[(a * N[(N[(c * c), $MachinePrecision] / N[Power[b, 3.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * 1.125), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(3.0 * N[(c * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{\sqrt{b \cdot b - c \cdot \left(3 \cdot a\right)} - b}{3 \cdot a}\\
\mathbf{if}\;t_0 \leq -0.02:\\
\;\;\;\;\frac{\sqrt{b \cdot b - a \cdot \left(c \cdot 3\right)} - b}{3 \cdot a}\\
\mathbf{elif}\;t_0 \leq -0.00017 \lor \neg \left(t_0 \leq -3.2 \cdot 10^{-5}\right):\\
\;\;\;\;-0.3333333333333333 \cdot \left(\frac{c}{b} \cdot 1.5 + \left(a \cdot \frac{c \cdot c}{{b}^{3}}\right) \cdot 1.125\right)\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{b \cdot b - 3 \cdot \left(c \cdot a\right)} - b}{3 \cdot a}\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) < -0.0200000000000000004Initial program 79.5%
neg-sub079.5%
associate-+l-79.5%
sub0-neg79.5%
neg-mul-179.5%
associate-*r/79.5%
metadata-eval79.5%
metadata-eval79.5%
times-frac79.5%
*-commutative79.5%
times-frac79.5%
associate-*l/79.5%
Simplified79.4%
Taylor expanded in a around 0 79.4%
associate-*r*79.5%
Simplified79.5%
if -0.0200000000000000004 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) < -1.7e-4 or -3.19999999999999986e-5 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) Initial program 44.5%
/-rgt-identity44.5%
metadata-eval44.5%
associate-/l*44.5%
associate-*r/44.5%
*-commutative44.5%
associate-*l/44.5%
associate-*r/44.5%
metadata-eval44.5%
metadata-eval44.5%
times-frac44.5%
neg-mul-144.5%
distribute-rgt-neg-in44.5%
times-frac44.5%
metadata-eval44.5%
neg-mul-144.5%
Simplified44.5%
Taylor expanded in b around inf 89.7%
+-commutative89.7%
fma-def89.9%
associate-/l*89.9%
unpow289.9%
Simplified89.9%
fma-udef89.7%
*-commutative89.7%
associate-/r/89.7%
Applied egg-rr89.7%
if -1.7e-4 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) < -3.19999999999999986e-5Initial program 84.6%
neg-sub084.6%
associate-+l-84.6%
sub0-neg84.6%
neg-mul-184.6%
associate-*r/84.6%
metadata-eval84.6%
metadata-eval84.6%
times-frac84.6%
*-commutative84.6%
times-frac84.6%
associate-*l/84.6%
Simplified84.8%
Final simplification86.9%
(FPCore (a b c) :precision binary64 (let* ((t_0 (/ (- (sqrt (- (* b b) (* c (* 3.0 a)))) b) (* 3.0 a)))) (if (<= t_0 -8e-8) t_0 (* -0.5 (/ c b)))))
double code(double a, double b, double c) {
double t_0 = (sqrt(((b * b) - (c * (3.0 * a)))) - b) / (3.0 * a);
double tmp;
if (t_0 <= -8e-8) {
tmp = t_0;
} else {
tmp = -0.5 * (c / 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) :: t_0
real(8) :: tmp
t_0 = (sqrt(((b * b) - (c * (3.0d0 * a)))) - b) / (3.0d0 * a)
if (t_0 <= (-8d-8)) then
tmp = t_0
else
tmp = (-0.5d0) * (c / b)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double t_0 = (Math.sqrt(((b * b) - (c * (3.0 * a)))) - b) / (3.0 * a);
double tmp;
if (t_0 <= -8e-8) {
tmp = t_0;
} else {
tmp = -0.5 * (c / b);
}
return tmp;
}
def code(a, b, c): t_0 = (math.sqrt(((b * b) - (c * (3.0 * a)))) - b) / (3.0 * a) tmp = 0 if t_0 <= -8e-8: tmp = t_0 else: tmp = -0.5 * (c / b) return tmp
function code(a, b, c) t_0 = Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(c * Float64(3.0 * a)))) - b) / Float64(3.0 * a)) tmp = 0.0 if (t_0 <= -8e-8) tmp = t_0; else tmp = Float64(-0.5 * Float64(c / b)); end return tmp end
function tmp_2 = code(a, b, c) t_0 = (sqrt(((b * b) - (c * (3.0 * a)))) - b) / (3.0 * a); tmp = 0.0; if (t_0 <= -8e-8) tmp = t_0; else tmp = -0.5 * (c / b); end tmp_2 = tmp; end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(c * N[(3.0 * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[t$95$0, -8e-8], t$95$0, N[(-0.5 * N[(c / b), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{\sqrt{b \cdot b - c \cdot \left(3 \cdot a\right)} - b}{3 \cdot a}\\
\mathbf{if}\;t_0 \leq -8 \cdot 10^{-8}:\\
\;\;\;\;t_0\\
\mathbf{else}:\\
\;\;\;\;-0.5 \cdot \frac{c}{b}\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) < -8.0000000000000002e-8Initial program 71.6%
if -8.0000000000000002e-8 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) Initial program 30.3%
neg-sub030.3%
associate-+l-30.3%
sub0-neg30.3%
neg-mul-130.3%
associate-*r/30.3%
*-commutative30.3%
metadata-eval30.3%
metadata-eval30.3%
times-frac30.3%
*-commutative30.3%
times-frac30.3%
Simplified30.1%
Taylor expanded in b around inf 85.2%
Final simplification76.9%
(FPCore (a b c) :precision binary64 (if (<= (/ (- (sqrt (- (* b b) (* c (* 3.0 a)))) b) (* 3.0 a)) -8e-8) (/ (- (sqrt (- (* b b) (* a (* c 3.0)))) b) (* 3.0 a)) (* -0.5 (/ c b))))
double code(double a, double b, double c) {
double tmp;
if (((sqrt(((b * b) - (c * (3.0 * a)))) - b) / (3.0 * a)) <= -8e-8) {
tmp = (sqrt(((b * b) - (a * (c * 3.0)))) - b) / (3.0 * a);
} else {
tmp = -0.5 * (c / 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 (((sqrt(((b * b) - (c * (3.0d0 * a)))) - b) / (3.0d0 * a)) <= (-8d-8)) then
tmp = (sqrt(((b * b) - (a * (c * 3.0d0)))) - b) / (3.0d0 * a)
else
tmp = (-0.5d0) * (c / b)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double tmp;
if (((Math.sqrt(((b * b) - (c * (3.0 * a)))) - b) / (3.0 * a)) <= -8e-8) {
tmp = (Math.sqrt(((b * b) - (a * (c * 3.0)))) - b) / (3.0 * a);
} else {
tmp = -0.5 * (c / b);
}
return tmp;
}
def code(a, b, c): tmp = 0 if ((math.sqrt(((b * b) - (c * (3.0 * a)))) - b) / (3.0 * a)) <= -8e-8: tmp = (math.sqrt(((b * b) - (a * (c * 3.0)))) - b) / (3.0 * a) else: tmp = -0.5 * (c / b) return tmp
function code(a, b, c) tmp = 0.0 if (Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(c * Float64(3.0 * a)))) - b) / Float64(3.0 * a)) <= -8e-8) tmp = Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(a * Float64(c * 3.0)))) - b) / Float64(3.0 * a)); else tmp = Float64(-0.5 * Float64(c / b)); end return tmp end
function tmp_2 = code(a, b, c) tmp = 0.0; if (((sqrt(((b * b) - (c * (3.0 * a)))) - b) / (3.0 * a)) <= -8e-8) tmp = (sqrt(((b * b) - (a * (c * 3.0)))) - b) / (3.0 * a); else tmp = -0.5 * (c / b); end tmp_2 = tmp; end
code[a_, b_, c_] := If[LessEqual[N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(c * N[(3.0 * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], -8e-8], N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(a * N[(c * 3.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], N[(-0.5 * N[(c / b), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;\frac{\sqrt{b \cdot b - c \cdot \left(3 \cdot a\right)} - b}{3 \cdot a} \leq -8 \cdot 10^{-8}:\\
\;\;\;\;\frac{\sqrt{b \cdot b - a \cdot \left(c \cdot 3\right)} - b}{3 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;-0.5 \cdot \frac{c}{b}\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) < -8.0000000000000002e-8Initial program 71.6%
neg-sub071.6%
associate-+l-71.6%
sub0-neg71.6%
neg-mul-171.6%
associate-*r/71.6%
metadata-eval71.6%
metadata-eval71.6%
times-frac71.6%
*-commutative71.6%
times-frac71.6%
associate-*l/71.6%
Simplified71.6%
Taylor expanded in a around 0 71.6%
associate-*r*71.6%
Simplified71.6%
if -8.0000000000000002e-8 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) Initial program 30.3%
neg-sub030.3%
associate-+l-30.3%
sub0-neg30.3%
neg-mul-130.3%
associate-*r/30.3%
*-commutative30.3%
metadata-eval30.3%
metadata-eval30.3%
times-frac30.3%
*-commutative30.3%
times-frac30.3%
Simplified30.1%
Taylor expanded in b around inf 85.2%
Final simplification77.0%
(FPCore (a b c) :precision binary64 (if (<= b 105.0) (/ (- (sqrt (- (* b b) (* 3.0 (* c a)))) b) (* 3.0 a)) (* -0.5 (/ c b))))
double code(double a, double b, double c) {
double tmp;
if (b <= 105.0) {
tmp = (sqrt(((b * b) - (3.0 * (c * a)))) - b) / (3.0 * a);
} else {
tmp = -0.5 * (c / 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 <= 105.0d0) then
tmp = (sqrt(((b * b) - (3.0d0 * (c * a)))) - b) / (3.0d0 * a)
else
tmp = (-0.5d0) * (c / b)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double tmp;
if (b <= 105.0) {
tmp = (Math.sqrt(((b * b) - (3.0 * (c * a)))) - b) / (3.0 * a);
} else {
tmp = -0.5 * (c / b);
}
return tmp;
}
def code(a, b, c): tmp = 0 if b <= 105.0: tmp = (math.sqrt(((b * b) - (3.0 * (c * a)))) - b) / (3.0 * a) else: tmp = -0.5 * (c / b) return tmp
function code(a, b, c) tmp = 0.0 if (b <= 105.0) tmp = Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(3.0 * Float64(c * a)))) - b) / Float64(3.0 * a)); else tmp = Float64(-0.5 * Float64(c / b)); end return tmp end
function tmp_2 = code(a, b, c) tmp = 0.0; if (b <= 105.0) tmp = (sqrt(((b * b) - (3.0 * (c * a)))) - b) / (3.0 * a); else tmp = -0.5 * (c / b); end tmp_2 = tmp; end
code[a_, b_, c_] := If[LessEqual[b, 105.0], N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(3.0 * N[(c * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], N[(-0.5 * N[(c / b), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq 105:\\
\;\;\;\;\frac{\sqrt{b \cdot b - 3 \cdot \left(c \cdot a\right)} - b}{3 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;-0.5 \cdot \frac{c}{b}\\
\end{array}
\end{array}
if b < 105Initial program 74.8%
neg-sub074.8%
associate-+l-74.8%
sub0-neg74.8%
neg-mul-174.8%
associate-*r/74.8%
metadata-eval74.8%
metadata-eval74.8%
times-frac74.8%
*-commutative74.8%
times-frac74.8%
associate-*l/74.8%
Simplified74.7%
if 105 < b Initial program 47.2%
neg-sub047.2%
associate-+l-47.2%
sub0-neg47.2%
neg-mul-147.2%
associate-*r/47.2%
*-commutative47.2%
metadata-eval47.2%
metadata-eval47.2%
times-frac47.2%
*-commutative47.2%
times-frac47.2%
Simplified47.2%
Taylor expanded in b around inf 71.7%
Final simplification72.6%
(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 55.3%
neg-sub055.3%
associate-+l-55.3%
sub0-neg55.3%
neg-mul-155.3%
associate-*r/55.3%
*-commutative55.3%
metadata-eval55.3%
metadata-eval55.3%
times-frac55.3%
*-commutative55.3%
times-frac55.3%
Simplified55.3%
Taylor expanded in b around inf 64.8%
Final simplification64.8%
herbie shell --seed 2023261
(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)))