| Alternative 1 | |
|---|---|
| Error | 10.25% |
| Cost | 34116 |
(FPCore (a b c) :precision binary64 (/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a)))
(FPCore (a b c)
:precision binary64
(let* ((t_0 (fma a (* c -3.0) (* b b))))
(if (<= b 0.29)
(*
(/
(/ (sqrt (- (* b b) t_0)) (/ (+ b (sqrt t_0)) (sqrt (* 3.0 (* a c)))))
a)
-0.3333333333333333)
(fma
0.3333333333333333
(* (pow a 3.0) (* (/ (pow c 4.0) (pow b 7.0)) -3.1640625))
(fma
-0.5625
(* c (* (/ (* c c) (pow b 5.0)) (* a a)))
(fma -0.5 (/ c b) (* -0.375 (* (/ (* c c) b) (/ a (* b b))))))))))double code(double a, double b, double c) {
return (-b + sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a);
}
double code(double a, double b, double c) {
double t_0 = fma(a, (c * -3.0), (b * b));
double tmp;
if (b <= 0.29) {
tmp = ((sqrt(((b * b) - t_0)) / ((b + sqrt(t_0)) / sqrt((3.0 * (a * c))))) / a) * -0.3333333333333333;
} else {
tmp = fma(0.3333333333333333, (pow(a, 3.0) * ((pow(c, 4.0) / pow(b, 7.0)) * -3.1640625)), fma(-0.5625, (c * (((c * c) / pow(b, 5.0)) * (a * a))), fma(-0.5, (c / b), (-0.375 * (((c * c) / b) * (a / (b * b)))))));
}
return tmp;
}
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 code(a, b, c) t_0 = fma(a, Float64(c * -3.0), Float64(b * b)) tmp = 0.0 if (b <= 0.29) tmp = Float64(Float64(Float64(sqrt(Float64(Float64(b * b) - t_0)) / Float64(Float64(b + sqrt(t_0)) / sqrt(Float64(3.0 * Float64(a * c))))) / a) * -0.3333333333333333); else tmp = fma(0.3333333333333333, Float64((a ^ 3.0) * Float64(Float64((c ^ 4.0) / (b ^ 7.0)) * -3.1640625)), fma(-0.5625, Float64(c * Float64(Float64(Float64(c * c) / (b ^ 5.0)) * Float64(a * a))), fma(-0.5, Float64(c / b), Float64(-0.375 * Float64(Float64(Float64(c * c) / b) * Float64(a / Float64(b * b))))))); end return tmp 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]
code[a_, b_, c_] := Block[{t$95$0 = N[(a * N[(c * -3.0), $MachinePrecision] + N[(b * b), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, 0.29], N[(N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - t$95$0), $MachinePrecision]], $MachinePrecision] / N[(N[(b + N[Sqrt[t$95$0], $MachinePrecision]), $MachinePrecision] / N[Sqrt[N[(3.0 * N[(a * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / a), $MachinePrecision] * -0.3333333333333333), $MachinePrecision], N[(0.3333333333333333 * N[(N[Power[a, 3.0], $MachinePrecision] * N[(N[(N[Power[c, 4.0], $MachinePrecision] / N[Power[b, 7.0], $MachinePrecision]), $MachinePrecision] * -3.1640625), $MachinePrecision]), $MachinePrecision] + N[(-0.5625 * N[(c * N[(N[(N[(c * c), $MachinePrecision] / N[Power[b, 5.0], $MachinePrecision]), $MachinePrecision] * N[(a * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(-0.5 * N[(c / b), $MachinePrecision] + N[(-0.375 * N[(N[(N[(c * c), $MachinePrecision] / b), $MachinePrecision] * N[(a / N[(b * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]
\frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}
\begin{array}{l}
t_0 := \mathsf{fma}\left(a, c \cdot -3, b \cdot b\right)\\
\mathbf{if}\;b \leq 0.29:\\
\;\;\;\;\frac{\frac{\sqrt{b \cdot b - t_0}}{\frac{b + \sqrt{t_0}}{\sqrt{3 \cdot \left(a \cdot c\right)}}}}{a} \cdot -0.3333333333333333\\
\mathbf{else}:\\
\;\;\;\;\mathsf{fma}\left(0.3333333333333333, {a}^{3} \cdot \left(\frac{{c}^{4}}{{b}^{7}} \cdot -3.1640625\right), \mathsf{fma}\left(-0.5625, c \cdot \left(\frac{c \cdot c}{{b}^{5}} \cdot \left(a \cdot a\right)\right), \mathsf{fma}\left(-0.5, \frac{c}{b}, -0.375 \cdot \left(\frac{c \cdot c}{b} \cdot \frac{a}{b \cdot b}\right)\right)\right)\right)\\
\end{array}
if b < 0.28999999999999998Initial program 17.73
Simplified17.73
[Start]17.73 | \[ \frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}
\] |
|---|---|
*-lft-identity [<=]17.73 | \[ \color{blue}{1 \cdot \frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}}
\] |
metadata-eval [<=]17.73 | \[ \color{blue}{\frac{-1}{-1}} \cdot \frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}
\] |
times-frac [<=]17.73 | \[ \color{blue}{\frac{-1 \cdot \left(\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}\right)}{-1 \cdot \left(3 \cdot a\right)}}
\] |
neg-mul-1 [<=]17.73 | \[ \frac{-1 \cdot \left(\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}\right)}{\color{blue}{-3 \cdot a}}
\] |
distribute-rgt-neg-in [=>]17.73 | \[ \frac{-1 \cdot \left(\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}\right)}{\color{blue}{3 \cdot \left(-a\right)}}
\] |
times-frac [=>]17.74 | \[ \color{blue}{\frac{-1}{3} \cdot \frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{-a}}
\] |
*-commutative [=>]17.74 | \[ \color{blue}{\frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{-a} \cdot \frac{-1}{3}}
\] |
Applied egg-rr16.23
Taylor expanded in b around 0 14.99
if 0.28999999999999998 < b Initial program 48.62
Simplified48.62
[Start]48.62 | \[ \frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}
\] |
|---|---|
*-lft-identity [<=]48.62 | \[ \color{blue}{1 \cdot \frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}}
\] |
metadata-eval [<=]48.62 | \[ \color{blue}{\frac{-1}{-1}} \cdot \frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}
\] |
times-frac [<=]48.62 | \[ \color{blue}{\frac{-1 \cdot \left(\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}\right)}{-1 \cdot \left(3 \cdot a\right)}}
\] |
neg-mul-1 [<=]48.62 | \[ \frac{-1 \cdot \left(\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}\right)}{\color{blue}{-3 \cdot a}}
\] |
distribute-rgt-neg-in [=>]48.62 | \[ \frac{-1 \cdot \left(\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}\right)}{\color{blue}{3 \cdot \left(-a\right)}}
\] |
times-frac [=>]48.62 | \[ \color{blue}{\frac{-1}{3} \cdot \frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{-a}}
\] |
*-commutative [=>]48.62 | \[ \color{blue}{\frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{-a} \cdot \frac{-1}{3}}
\] |
Applied egg-rr47.16
Taylor expanded in a around 0 7.05
Simplified7.05
[Start]7.05 | \[ 0.3333333333333333 \cdot \left({a}^{3} \cdot \left(-2.53125 \cdot \frac{{c}^{4}}{{b}^{7}} + -0.6328125 \cdot \frac{{c}^{4}}{{b}^{7}}\right)\right) + \left(-0.5625 \cdot \frac{{c}^{3} \cdot {a}^{2}}{{b}^{5}} + \left(-0.5 \cdot \frac{c}{b} + -0.375 \cdot \frac{{c}^{2} \cdot a}{{b}^{3}}\right)\right)
\] |
|---|---|
fma-def [=>]7.05 | \[ \color{blue}{\mathsf{fma}\left(0.3333333333333333, {a}^{3} \cdot \left(-2.53125 \cdot \frac{{c}^{4}}{{b}^{7}} + -0.6328125 \cdot \frac{{c}^{4}}{{b}^{7}}\right), -0.5625 \cdot \frac{{c}^{3} \cdot {a}^{2}}{{b}^{5}} + \left(-0.5 \cdot \frac{c}{b} + -0.375 \cdot \frac{{c}^{2} \cdot a}{{b}^{3}}\right)\right)}
\] |
distribute-rgt-out [=>]7.05 | \[ \mathsf{fma}\left(0.3333333333333333, {a}^{3} \cdot \color{blue}{\left(\frac{{c}^{4}}{{b}^{7}} \cdot \left(-2.53125 + -0.6328125\right)\right)}, -0.5625 \cdot \frac{{c}^{3} \cdot {a}^{2}}{{b}^{5}} + \left(-0.5 \cdot \frac{c}{b} + -0.375 \cdot \frac{{c}^{2} \cdot a}{{b}^{3}}\right)\right)
\] |
metadata-eval [=>]7.05 | \[ \mathsf{fma}\left(0.3333333333333333, {a}^{3} \cdot \left(\frac{{c}^{4}}{{b}^{7}} \cdot \color{blue}{-3.1640625}\right), -0.5625 \cdot \frac{{c}^{3} \cdot {a}^{2}}{{b}^{5}} + \left(-0.5 \cdot \frac{c}{b} + -0.375 \cdot \frac{{c}^{2} \cdot a}{{b}^{3}}\right)\right)
\] |
fma-def [=>]7.05 | \[ \mathsf{fma}\left(0.3333333333333333, {a}^{3} \cdot \left(\frac{{c}^{4}}{{b}^{7}} \cdot -3.1640625\right), \color{blue}{\mathsf{fma}\left(-0.5625, \frac{{c}^{3} \cdot {a}^{2}}{{b}^{5}}, -0.5 \cdot \frac{c}{b} + -0.375 \cdot \frac{{c}^{2} \cdot a}{{b}^{3}}\right)}\right)
\] |
associate-/l* [=>]7.05 | \[ \mathsf{fma}\left(0.3333333333333333, {a}^{3} \cdot \left(\frac{{c}^{4}}{{b}^{7}} \cdot -3.1640625\right), \mathsf{fma}\left(-0.5625, \color{blue}{\frac{{c}^{3}}{\frac{{b}^{5}}{{a}^{2}}}}, -0.5 \cdot \frac{c}{b} + -0.375 \cdot \frac{{c}^{2} \cdot a}{{b}^{3}}\right)\right)
\] |
unpow2 [=>]7.05 | \[ \mathsf{fma}\left(0.3333333333333333, {a}^{3} \cdot \left(\frac{{c}^{4}}{{b}^{7}} \cdot -3.1640625\right), \mathsf{fma}\left(-0.5625, \frac{{c}^{3}}{\frac{{b}^{5}}{\color{blue}{a \cdot a}}}, -0.5 \cdot \frac{c}{b} + -0.375 \cdot \frac{{c}^{2} \cdot a}{{b}^{3}}\right)\right)
\] |
fma-def [=>]7.05 | \[ \mathsf{fma}\left(0.3333333333333333, {a}^{3} \cdot \left(\frac{{c}^{4}}{{b}^{7}} \cdot -3.1640625\right), \mathsf{fma}\left(-0.5625, \frac{{c}^{3}}{\frac{{b}^{5}}{a \cdot a}}, \color{blue}{\mathsf{fma}\left(-0.5, \frac{c}{b}, -0.375 \cdot \frac{{c}^{2} \cdot a}{{b}^{3}}\right)}\right)\right)
\] |
associate-/l* [=>]7.05 | \[ \mathsf{fma}\left(0.3333333333333333, {a}^{3} \cdot \left(\frac{{c}^{4}}{{b}^{7}} \cdot -3.1640625\right), \mathsf{fma}\left(-0.5625, \frac{{c}^{3}}{\frac{{b}^{5}}{a \cdot a}}, \mathsf{fma}\left(-0.5, \frac{c}{b}, -0.375 \cdot \color{blue}{\frac{{c}^{2}}{\frac{{b}^{3}}{a}}}\right)\right)\right)
\] |
unpow2 [=>]7.05 | \[ \mathsf{fma}\left(0.3333333333333333, {a}^{3} \cdot \left(\frac{{c}^{4}}{{b}^{7}} \cdot -3.1640625\right), \mathsf{fma}\left(-0.5625, \frac{{c}^{3}}{\frac{{b}^{5}}{a \cdot a}}, \mathsf{fma}\left(-0.5, \frac{c}{b}, -0.375 \cdot \frac{\color{blue}{c \cdot c}}{\frac{{b}^{3}}{a}}\right)\right)\right)
\] |
Applied egg-rr7.05
Applied egg-rr7.05
Final simplification8.04
| Alternative 1 | |
|---|---|
| Error | 10.25% |
| Cost | 34116 |
| Alternative 2 | |
|---|---|
| Error | 10.26% |
| Cost | 34116 |
| Alternative 3 | |
|---|---|
| Error | 10.41% |
| Cost | 33668 |
| Alternative 4 | |
|---|---|
| Error | 14.84% |
| Cost | 20932 |
| Alternative 5 | |
|---|---|
| Error | 14.83% |
| Cost | 20932 |
| Alternative 6 | |
|---|---|
| Error | 14.83% |
| Cost | 20932 |
| Alternative 7 | |
|---|---|
| Error | 14.83% |
| Cost | 20932 |
| Alternative 8 | |
|---|---|
| Error | 23.93% |
| Cost | 14788 |
| Alternative 9 | |
|---|---|
| Error | 15.09% |
| Cost | 13828 |
| Alternative 10 | |
|---|---|
| Error | 15.34% |
| Cost | 13764 |
| Alternative 11 | |
|---|---|
| Error | 15.33% |
| Cost | 7748 |
| Alternative 12 | |
|---|---|
| Error | 15.33% |
| Cost | 7684 |
| Alternative 13 | |
|---|---|
| Error | 26.27% |
| Cost | 7492 |
| Alternative 14 | |
|---|---|
| Error | 26.26% |
| Cost | 7492 |
| Alternative 15 | |
|---|---|
| Error | 35.5% |
| Cost | 320 |
| Alternative 16 | |
|---|---|
| Error | 35.5% |
| Cost | 320 |
| Alternative 17 | |
|---|---|
| Error | 35.43% |
| Cost | 320 |
| Alternative 18 | |
|---|---|
| Error | 96.83% |
| Cost | 64 |
herbie shell --seed 2023115
(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)))