| Alternative 1 | |
|---|---|
| Accuracy | 89.5% |
| Cost | 46596 |
(FPCore (a b c) :precision binary64 (/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a)))
(FPCore (a b c)
:precision binary64
(if (<= b 4.0)
(/ (- (sqrt (fma b b (* c (* a -3.0)))) b) (* a 3.0))
(fma
-0.5
(/ c b)
(fma
-0.5625
(/ (* a (* c (* c a))) (/ (pow b 5.0) c))
(fma
(/ -0.16666666666666666 a)
(/ (* (pow (* c a) 4.0) 6.328125) (pow b 7.0))
(* -0.375 (/ (* c a) (/ (pow b 3.0) c))))))))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 tmp;
if (b <= 4.0) {
tmp = (sqrt(fma(b, b, (c * (a * -3.0)))) - b) / (a * 3.0);
} else {
tmp = fma(-0.5, (c / b), fma(-0.5625, ((a * (c * (c * a))) / (pow(b, 5.0) / c)), fma((-0.16666666666666666 / a), ((pow((c * a), 4.0) * 6.328125) / pow(b, 7.0)), (-0.375 * ((c * a) / (pow(b, 3.0) / c))))));
}
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) tmp = 0.0 if (b <= 4.0) tmp = Float64(Float64(sqrt(fma(b, b, Float64(c * Float64(a * -3.0)))) - b) / Float64(a * 3.0)); else tmp = fma(-0.5, Float64(c / b), fma(-0.5625, Float64(Float64(a * Float64(c * Float64(c * a))) / Float64((b ^ 5.0) / c)), fma(Float64(-0.16666666666666666 / a), Float64(Float64((Float64(c * a) ^ 4.0) * 6.328125) / (b ^ 7.0)), Float64(-0.375 * Float64(Float64(c * a) / Float64((b ^ 3.0) / c)))))); 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_] := If[LessEqual[b, 4.0], N[(N[(N[Sqrt[N[(b * b + N[(c * N[(a * -3.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(a * 3.0), $MachinePrecision]), $MachinePrecision], N[(-0.5 * N[(c / b), $MachinePrecision] + N[(-0.5625 * N[(N[(a * N[(c * N[(c * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(N[Power[b, 5.0], $MachinePrecision] / c), $MachinePrecision]), $MachinePrecision] + N[(N[(-0.16666666666666666 / a), $MachinePrecision] * N[(N[(N[Power[N[(c * a), $MachinePrecision], 4.0], $MachinePrecision] * 6.328125), $MachinePrecision] / N[Power[b, 7.0], $MachinePrecision]), $MachinePrecision] + N[(-0.375 * N[(N[(c * a), $MachinePrecision] / N[(N[Power[b, 3.0], $MachinePrecision] / c), $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}
\mathbf{if}\;b \leq 4:\\
\;\;\;\;\frac{\sqrt{\mathsf{fma}\left(b, b, c \cdot \left(a \cdot -3\right)\right)} - b}{a \cdot 3}\\
\mathbf{else}:\\
\;\;\;\;\mathsf{fma}\left(-0.5, \frac{c}{b}, \mathsf{fma}\left(-0.5625, \frac{a \cdot \left(c \cdot \left(c \cdot a\right)\right)}{\frac{{b}^{5}}{c}}, \mathsf{fma}\left(\frac{-0.16666666666666666}{a}, \frac{{\left(c \cdot a\right)}^{4} \cdot 6.328125}{{b}^{7}}, -0.375 \cdot \frac{c \cdot a}{\frac{{b}^{3}}{c}}\right)\right)\right)\\
\end{array}
if b < 4Initial program 84.2%
Simplified84.5%
[Start]84.2 | \[ \frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}
\] |
|---|---|
neg-sub0 [=>]84.2 | \[ \frac{\color{blue}{\left(0 - b\right)} + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}
\] |
associate-+l- [=>]84.2 | \[ \frac{\color{blue}{0 - \left(b - \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}\right)}}{3 \cdot a}
\] |
sub0-neg [=>]84.2 | \[ \frac{\color{blue}{-\left(b - \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}\right)}}{3 \cdot a}
\] |
neg-mul-1 [=>]84.2 | \[ \frac{\color{blue}{-1 \cdot \left(b - \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}\right)}}{3 \cdot a}
\] |
associate-*r/ [<=]84.2 | \[ \color{blue}{-1 \cdot \frac{b - \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}}
\] |
metadata-eval [<=]84.2 | \[ \color{blue}{\frac{1}{-1}} \cdot \frac{b - \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}
\] |
metadata-eval [<=]84.2 | \[ \frac{\color{blue}{--1}}{-1} \cdot \frac{b - \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}
\] |
times-frac [<=]84.2 | \[ \color{blue}{\frac{\left(--1\right) \cdot \left(b - \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}\right)}{-1 \cdot \left(3 \cdot a\right)}}
\] |
*-commutative [=>]84.2 | \[ \frac{\left(--1\right) \cdot \left(b - \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}\right)}{\color{blue}{\left(3 \cdot a\right) \cdot -1}}
\] |
times-frac [=>]84.2 | \[ \color{blue}{\frac{--1}{3 \cdot a} \cdot \frac{b - \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{-1}}
\] |
associate-*l/ [=>]84.2 | \[ \color{blue}{\frac{\left(--1\right) \cdot \frac{b - \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{-1}}{3 \cdot a}}
\] |
if 4 < b Initial program 49.3%
Simplified49.5%
[Start]49.3 | \[ \frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}
\] |
|---|---|
neg-sub0 [=>]49.3 | \[ \frac{\color{blue}{\left(0 - b\right)} + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}
\] |
associate-+l- [=>]49.3 | \[ \frac{\color{blue}{0 - \left(b - \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}\right)}}{3 \cdot a}
\] |
sub0-neg [=>]49.3 | \[ \frac{\color{blue}{-\left(b - \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}\right)}}{3 \cdot a}
\] |
neg-mul-1 [=>]49.3 | \[ \frac{\color{blue}{-1 \cdot \left(b - \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}\right)}}{3 \cdot a}
\] |
associate-*r/ [<=]49.3 | \[ \color{blue}{-1 \cdot \frac{b - \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}}
\] |
metadata-eval [<=]49.3 | \[ \color{blue}{\frac{1}{-1}} \cdot \frac{b - \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}
\] |
metadata-eval [<=]49.3 | \[ \frac{\color{blue}{--1}}{-1} \cdot \frac{b - \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}
\] |
times-frac [<=]49.3 | \[ \color{blue}{\frac{\left(--1\right) \cdot \left(b - \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}\right)}{-1 \cdot \left(3 \cdot a\right)}}
\] |
*-commutative [=>]49.3 | \[ \frac{\left(--1\right) \cdot \left(b - \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}\right)}{\color{blue}{\left(3 \cdot a\right) \cdot -1}}
\] |
times-frac [=>]49.3 | \[ \color{blue}{\frac{--1}{3 \cdot a} \cdot \frac{b - \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{-1}}
\] |
associate-*l/ [=>]49.3 | \[ \color{blue}{\frac{\left(--1\right) \cdot \frac{b - \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{-1}}{3 \cdot a}}
\] |
Taylor expanded in b around inf 94.0%
Simplified94.0%
[Start]94.0 | \[ \frac{-0.5 \cdot \frac{{\left(-1.125 \cdot \left({c}^{2} \cdot {a}^{2}\right)\right)}^{2} + 5.0625 \cdot \left({c}^{4} \cdot {a}^{4}\right)}{{b}^{7}} + \left(-1.125 \cdot \frac{{c}^{2} \cdot {a}^{2}}{{b}^{3}} + \left(-1.5 \cdot \frac{c \cdot a}{b} + -1.6875 \cdot \frac{{c}^{3} \cdot {a}^{3}}{{b}^{5}}\right)\right)}{3 \cdot a}
\] |
|---|---|
fma-def [=>]94.0 | \[ \frac{\color{blue}{\mathsf{fma}\left(-0.5, \frac{{\left(-1.125 \cdot \left({c}^{2} \cdot {a}^{2}\right)\right)}^{2} + 5.0625 \cdot \left({c}^{4} \cdot {a}^{4}\right)}{{b}^{7}}, -1.125 \cdot \frac{{c}^{2} \cdot {a}^{2}}{{b}^{3}} + \left(-1.5 \cdot \frac{c \cdot a}{b} + -1.6875 \cdot \frac{{c}^{3} \cdot {a}^{3}}{{b}^{5}}\right)\right)}}{3 \cdot a}
\] |
Taylor expanded in c around 0 94.4%
Simplified94.5%
[Start]94.4 | \[ -0.5625 \cdot \frac{{c}^{3} \cdot {a}^{2}}{{b}^{5}} + \left(-0.16666666666666666 \cdot \frac{{c}^{4} \cdot \left(1.265625 \cdot {a}^{4} + 5.0625 \cdot {a}^{4}\right)}{a \cdot {b}^{7}} + \left(-0.5 \cdot \frac{c}{b} + -0.375 \cdot \frac{{c}^{2} \cdot a}{{b}^{3}}\right)\right)
\] |
|---|---|
+-commutative [=>]94.4 | \[ -0.5625 \cdot \frac{{c}^{3} \cdot {a}^{2}}{{b}^{5}} + \color{blue}{\left(\left(-0.5 \cdot \frac{c}{b} + -0.375 \cdot \frac{{c}^{2} \cdot a}{{b}^{3}}\right) + -0.16666666666666666 \cdot \frac{{c}^{4} \cdot \left(1.265625 \cdot {a}^{4} + 5.0625 \cdot {a}^{4}\right)}{a \cdot {b}^{7}}\right)}
\] |
associate-+r+ [=>]94.4 | \[ \color{blue}{\left(-0.5625 \cdot \frac{{c}^{3} \cdot {a}^{2}}{{b}^{5}} + \left(-0.5 \cdot \frac{c}{b} + -0.375 \cdot \frac{{c}^{2} \cdot a}{{b}^{3}}\right)\right) + -0.16666666666666666 \cdot \frac{{c}^{4} \cdot \left(1.265625 \cdot {a}^{4} + 5.0625 \cdot {a}^{4}\right)}{a \cdot {b}^{7}}}
\] |
associate-*r/ [=>]94.4 | \[ \left(-0.5625 \cdot \frac{{c}^{3} \cdot {a}^{2}}{{b}^{5}} + \left(-0.5 \cdot \frac{c}{b} + -0.375 \cdot \frac{{c}^{2} \cdot a}{{b}^{3}}\right)\right) + \color{blue}{\frac{-0.16666666666666666 \cdot \left({c}^{4} \cdot \left(1.265625 \cdot {a}^{4} + 5.0625 \cdot {a}^{4}\right)\right)}{a \cdot {b}^{7}}}
\] |
times-frac [=>]94.4 | \[ \left(-0.5625 \cdot \frac{{c}^{3} \cdot {a}^{2}}{{b}^{5}} + \left(-0.5 \cdot \frac{c}{b} + -0.375 \cdot \frac{{c}^{2} \cdot a}{{b}^{3}}\right)\right) + \color{blue}{\frac{-0.16666666666666666}{a} \cdot \frac{{c}^{4} \cdot \left(1.265625 \cdot {a}^{4} + 5.0625 \cdot {a}^{4}\right)}{{b}^{7}}}
\] |
Applied egg-rr94.5%
[Start]94.5 | \[ \mathsf{fma}\left(-0.5, \frac{c}{b}, \mathsf{fma}\left(-0.5625, \frac{{\left(c \cdot a\right)}^{2}}{\frac{{b}^{5}}{c}}, \mathsf{fma}\left(\frac{-0.16666666666666666}{a}, \frac{{\left(c \cdot a\right)}^{4} \cdot 6.328125}{{b}^{7}}, -0.375 \cdot \frac{c \cdot a}{\frac{{b}^{3}}{c}}\right)\right)\right)
\] |
|---|---|
unpow2 [=>]94.5 | \[ \mathsf{fma}\left(-0.5, \frac{c}{b}, \mathsf{fma}\left(-0.5625, \frac{\color{blue}{\left(c \cdot a\right) \cdot \left(c \cdot a\right)}}{\frac{{b}^{5}}{c}}, \mathsf{fma}\left(\frac{-0.16666666666666666}{a}, \frac{{\left(c \cdot a\right)}^{4} \cdot 6.328125}{{b}^{7}}, -0.375 \cdot \frac{c \cdot a}{\frac{{b}^{3}}{c}}\right)\right)\right)
\] |
associate-*r* [=>]94.5 | \[ \mathsf{fma}\left(-0.5, \frac{c}{b}, \mathsf{fma}\left(-0.5625, \frac{\color{blue}{\left(\left(c \cdot a\right) \cdot c\right) \cdot a}}{\frac{{b}^{5}}{c}}, \mathsf{fma}\left(\frac{-0.16666666666666666}{a}, \frac{{\left(c \cdot a\right)}^{4} \cdot 6.328125}{{b}^{7}}, -0.375 \cdot \frac{c \cdot a}{\frac{{b}^{3}}{c}}\right)\right)\right)
\] |
Final simplification92.7%
| Alternative 1 | |
|---|---|
| Accuracy | 89.5% |
| Cost | 46596 |
| Alternative 2 | |
|---|---|
| Accuracy | 89.5% |
| Cost | 27460 |
| Alternative 3 | |
|---|---|
| Accuracy | 75.9% |
| Cost | 14788 |
| Alternative 4 | |
|---|---|
| Accuracy | 85.2% |
| Cost | 13828 |
| Alternative 5 | |
|---|---|
| Accuracy | 85.0% |
| Cost | 13764 |
| Alternative 6 | |
|---|---|
| Accuracy | 85.0% |
| Cost | 13764 |
| Alternative 7 | |
|---|---|
| Accuracy | 85.0% |
| Cost | 13764 |
| Alternative 8 | |
|---|---|
| Accuracy | 84.9% |
| Cost | 8132 |
| Alternative 9 | |
|---|---|
| Accuracy | 64.2% |
| Cost | 320 |
| Alternative 10 | |
|---|---|
| Accuracy | 64.2% |
| Cost | 320 |
herbie shell --seed 2023153
(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)))