| Alternative 1 | |
|---|---|
| Accuracy | 91.8% |
| Cost | 54596 |
(FPCore (a b c) :precision binary64 (/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a)))
(FPCore (a b c)
:precision binary64
(if (<= (/ (- (sqrt (+ (* b b) (* c (* a -3.0)))) b) (* 3.0 a)) -150.0)
(* (- (sqrt (fma b b (* a (* c -3.0)))) b) (/ 1.0 (* 3.0 a)))
(fma
(/ -0.16666666666666666 a)
(/ (* (pow (* a c) 4.0) 6.328125) (pow b 7.0))
(fma
-0.5
(/ c b)
(fma
-0.375
(* a (* (/ c b) (/ c (* b b))))
(/ (* (pow c 3.0) -0.5625) (/ (pow b 5.0) (* a a))))))))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 (((sqrt(((b * b) + (c * (a * -3.0)))) - b) / (3.0 * a)) <= -150.0) {
tmp = (sqrt(fma(b, b, (a * (c * -3.0)))) - b) * (1.0 / (3.0 * a));
} else {
tmp = fma((-0.16666666666666666 / a), ((pow((a * c), 4.0) * 6.328125) / pow(b, 7.0)), fma(-0.5, (c / b), fma(-0.375, (a * ((c / b) * (c / (b * b)))), ((pow(c, 3.0) * -0.5625) / (pow(b, 5.0) / (a * a))))));
}
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 (Float64(Float64(sqrt(Float64(Float64(b * b) + Float64(c * Float64(a * -3.0)))) - b) / Float64(3.0 * a)) <= -150.0) tmp = Float64(Float64(sqrt(fma(b, b, Float64(a * Float64(c * -3.0)))) - b) * Float64(1.0 / Float64(3.0 * a))); else tmp = fma(Float64(-0.16666666666666666 / a), Float64(Float64((Float64(a * c) ^ 4.0) * 6.328125) / (b ^ 7.0)), fma(-0.5, Float64(c / b), fma(-0.375, Float64(a * Float64(Float64(c / b) * Float64(c / Float64(b * b)))), Float64(Float64((c ^ 3.0) * -0.5625) / Float64((b ^ 5.0) / Float64(a * a)))))); 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[N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] + N[(c * N[(a * -3.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], -150.0], N[(N[(N[Sqrt[N[(b * b + N[(a * N[(c * -3.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] * N[(1.0 / N[(3.0 * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(-0.16666666666666666 / a), $MachinePrecision] * N[(N[(N[Power[N[(a * c), $MachinePrecision], 4.0], $MachinePrecision] * 6.328125), $MachinePrecision] / N[Power[b, 7.0], $MachinePrecision]), $MachinePrecision] + N[(-0.5 * N[(c / b), $MachinePrecision] + N[(-0.375 * N[(a * N[(N[(c / b), $MachinePrecision] * N[(c / N[(b * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(N[Power[c, 3.0], $MachinePrecision] * -0.5625), $MachinePrecision] / N[(N[Power[b, 5.0], $MachinePrecision] / N[(a * a), $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}\;\frac{\sqrt{b \cdot b + c \cdot \left(a \cdot -3\right)} - b}{3 \cdot a} \leq -150:\\
\;\;\;\;\left(\sqrt{\mathsf{fma}\left(b, b, a \cdot \left(c \cdot -3\right)\right)} - b\right) \cdot \frac{1}{3 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\mathsf{fma}\left(\frac{-0.16666666666666666}{a}, \frac{{\left(a \cdot c\right)}^{4} \cdot 6.328125}{{b}^{7}}, \mathsf{fma}\left(-0.5, \frac{c}{b}, \mathsf{fma}\left(-0.375, a \cdot \left(\frac{c}{b} \cdot \frac{c}{b \cdot b}\right), \frac{{c}^{3} \cdot -0.5625}{\frac{{b}^{5}}{a \cdot a}}\right)\right)\right)\\
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) < -150Initial program 89.0%
Simplified89.0%
[Start]89.0 | \[ \frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}
\] |
|---|---|
neg-sub0 [=>]89.0 | \[ \frac{\color{blue}{\left(0 - b\right)} + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}
\] |
associate-+l- [=>]89.0 | \[ \frac{\color{blue}{0 - \left(b - \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}\right)}}{3 \cdot a}
\] |
sub0-neg [=>]89.0 | \[ \frac{\color{blue}{-\left(b - \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}\right)}}{3 \cdot a}
\] |
neg-mul-1 [=>]89.0 | \[ \frac{\color{blue}{-1 \cdot \left(b - \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}\right)}}{3 \cdot a}
\] |
associate-*r/ [<=]89.0 | \[ \color{blue}{-1 \cdot \frac{b - \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}}
\] |
*-commutative [=>]89.0 | \[ \color{blue}{\frac{b - \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a} \cdot -1}
\] |
metadata-eval [<=]89.0 | \[ \frac{b - \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a} \cdot \color{blue}{\frac{1}{-1}}
\] |
metadata-eval [<=]89.0 | \[ \frac{b - \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a} \cdot \frac{\color{blue}{--1}}{-1}
\] |
times-frac [<=]89.0 | \[ \color{blue}{\frac{\left(b - \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}\right) \cdot \left(--1\right)}{\left(3 \cdot a\right) \cdot -1}}
\] |
*-commutative [<=]89.0 | \[ \frac{\left(b - \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}\right) \cdot \left(--1\right)}{\color{blue}{-1 \cdot \left(3 \cdot a\right)}}
\] |
times-frac [=>]89.0 | \[ \color{blue}{\frac{b - \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{-1} \cdot \frac{--1}{3 \cdot a}}
\] |
Applied egg-rr89.0%
[Start]89.0 | \[ \left(\sqrt{\mathsf{fma}\left(b, b, a \cdot \left(c \cdot -3\right)\right)} - b\right) \cdot \frac{0.3333333333333333}{a}
\] |
|---|---|
clear-num [=>]89.0 | \[ \left(\sqrt{\mathsf{fma}\left(b, b, a \cdot \left(c \cdot -3\right)\right)} - b\right) \cdot \color{blue}{\frac{1}{\frac{a}{0.3333333333333333}}}
\] |
inv-pow [=>]89.0 | \[ \left(\sqrt{\mathsf{fma}\left(b, b, a \cdot \left(c \cdot -3\right)\right)} - b\right) \cdot \color{blue}{{\left(\frac{a}{0.3333333333333333}\right)}^{-1}}
\] |
div-inv [=>]89.0 | \[ \left(\sqrt{\mathsf{fma}\left(b, b, a \cdot \left(c \cdot -3\right)\right)} - b\right) \cdot {\color{blue}{\left(a \cdot \frac{1}{0.3333333333333333}\right)}}^{-1}
\] |
metadata-eval [=>]89.0 | \[ \left(\sqrt{\mathsf{fma}\left(b, b, a \cdot \left(c \cdot -3\right)\right)} - b\right) \cdot {\left(a \cdot \color{blue}{3}\right)}^{-1}
\] |
Applied egg-rr89.0%
[Start]89.0 | \[ \left(\sqrt{\mathsf{fma}\left(b, b, a \cdot \left(c \cdot -3\right)\right)} - b\right) \cdot {\left(a \cdot 3\right)}^{-1}
\] |
|---|---|
unpow-1 [=>]89.0 | \[ \left(\sqrt{\mathsf{fma}\left(b, b, a \cdot \left(c \cdot -3\right)\right)} - b\right) \cdot \color{blue}{\frac{1}{a \cdot 3}}
\] |
if -150 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) Initial program 54.1%
Taylor expanded in b around inf 91.5%
Simplified91.6%
[Start]91.5 | \[ \frac{-0.5 \cdot \frac{{\left(-1.125 \cdot \left({c}^{2} \cdot {a}^{2}\right)\right)}^{2} + 5.0625 \cdot \left({c}^{4} \cdot {a}^{4}\right)}{{b}^{7}} + \left(-1.125 \cdot \frac{{c}^{2} \cdot {a}^{2}}{{b}^{3}} + \left(-1.5 \cdot \frac{c \cdot a}{b} + -1.6875 \cdot \frac{{c}^{3} \cdot {a}^{3}}{{b}^{5}}\right)\right)}{3 \cdot a}
\] |
|---|---|
fma-def [=>]91.5 | \[ \frac{\color{blue}{\mathsf{fma}\left(-0.5, \frac{{\left(-1.125 \cdot \left({c}^{2} \cdot {a}^{2}\right)\right)}^{2} + 5.0625 \cdot \left({c}^{4} \cdot {a}^{4}\right)}{{b}^{7}}, -1.125 \cdot \frac{{c}^{2} \cdot {a}^{2}}{{b}^{3}} + \left(-1.5 \cdot \frac{c \cdot a}{b} + -1.6875 \cdot \frac{{c}^{3} \cdot {a}^{3}}{{b}^{5}}\right)\right)}}{3 \cdot a}
\] |
unpow2 [=>]91.5 | \[ \frac{\mathsf{fma}\left(-0.5, \frac{{\left(-1.125 \cdot \left(\color{blue}{\left(c \cdot c\right)} \cdot {a}^{2}\right)\right)}^{2} + 5.0625 \cdot \left({c}^{4} \cdot {a}^{4}\right)}{{b}^{7}}, -1.125 \cdot \frac{{c}^{2} \cdot {a}^{2}}{{b}^{3}} + \left(-1.5 \cdot \frac{c \cdot a}{b} + -1.6875 \cdot \frac{{c}^{3} \cdot {a}^{3}}{{b}^{5}}\right)\right)}{3 \cdot a}
\] |
unpow2 [=>]91.5 | \[ \frac{\mathsf{fma}\left(-0.5, \frac{{\left(-1.125 \cdot \left(\left(c \cdot c\right) \cdot \color{blue}{\left(a \cdot a\right)}\right)\right)}^{2} + 5.0625 \cdot \left({c}^{4} \cdot {a}^{4}\right)}{{b}^{7}}, -1.125 \cdot \frac{{c}^{2} \cdot {a}^{2}}{{b}^{3}} + \left(-1.5 \cdot \frac{c \cdot a}{b} + -1.6875 \cdot \frac{{c}^{3} \cdot {a}^{3}}{{b}^{5}}\right)\right)}{3 \cdot a}
\] |
fma-def [=>]91.5 | \[ \frac{\mathsf{fma}\left(-0.5, \frac{{\left(-1.125 \cdot \left(\left(c \cdot c\right) \cdot \left(a \cdot a\right)\right)\right)}^{2} + 5.0625 \cdot \left({c}^{4} \cdot {a}^{4}\right)}{{b}^{7}}, \color{blue}{\mathsf{fma}\left(-1.125, \frac{{c}^{2} \cdot {a}^{2}}{{b}^{3}}, -1.5 \cdot \frac{c \cdot a}{b} + -1.6875 \cdot \frac{{c}^{3} \cdot {a}^{3}}{{b}^{5}}\right)}\right)}{3 \cdot a}
\] |
Taylor expanded in c around 0 91.9%
Simplified91.9%
[Start]91.9 | \[ -0.5625 \cdot \frac{{c}^{3} \cdot {a}^{2}}{{b}^{5}} + \left(-0.16666666666666666 \cdot \frac{{c}^{4} \cdot \left(1.265625 \cdot {a}^{4} + 5.0625 \cdot {a}^{4}\right)}{a \cdot {b}^{7}} + \left(-0.5 \cdot \frac{c}{b} + -0.375 \cdot \frac{{c}^{2} \cdot a}{{b}^{3}}\right)\right)
\] |
|---|---|
+-commutative [=>]91.9 | \[ \color{blue}{\left(-0.16666666666666666 \cdot \frac{{c}^{4} \cdot \left(1.265625 \cdot {a}^{4} + 5.0625 \cdot {a}^{4}\right)}{a \cdot {b}^{7}} + \left(-0.5 \cdot \frac{c}{b} + -0.375 \cdot \frac{{c}^{2} \cdot a}{{b}^{3}}\right)\right) + -0.5625 \cdot \frac{{c}^{3} \cdot {a}^{2}}{{b}^{5}}}
\] |
associate-+l+ [=>]91.9 | \[ \color{blue}{-0.16666666666666666 \cdot \frac{{c}^{4} \cdot \left(1.265625 \cdot {a}^{4} + 5.0625 \cdot {a}^{4}\right)}{a \cdot {b}^{7}} + \left(\left(-0.5 \cdot \frac{c}{b} + -0.375 \cdot \frac{{c}^{2} \cdot a}{{b}^{3}}\right) + -0.5625 \cdot \frac{{c}^{3} \cdot {a}^{2}}{{b}^{5}}\right)}
\] |
associate-*r/ [=>]91.9 | \[ \color{blue}{\frac{-0.16666666666666666 \cdot \left({c}^{4} \cdot \left(1.265625 \cdot {a}^{4} + 5.0625 \cdot {a}^{4}\right)\right)}{a \cdot {b}^{7}}} + \left(\left(-0.5 \cdot \frac{c}{b} + -0.375 \cdot \frac{{c}^{2} \cdot a}{{b}^{3}}\right) + -0.5625 \cdot \frac{{c}^{3} \cdot {a}^{2}}{{b}^{5}}\right)
\] |
times-frac [=>]91.9 | \[ \color{blue}{\frac{-0.16666666666666666}{a} \cdot \frac{{c}^{4} \cdot \left(1.265625 \cdot {a}^{4} + 5.0625 \cdot {a}^{4}\right)}{{b}^{7}}} + \left(\left(-0.5 \cdot \frac{c}{b} + -0.375 \cdot \frac{{c}^{2} \cdot a}{{b}^{3}}\right) + -0.5625 \cdot \frac{{c}^{3} \cdot {a}^{2}}{{b}^{5}}\right)
\] |
+-commutative [<=]91.9 | \[ \frac{-0.16666666666666666}{a} \cdot \frac{{c}^{4} \cdot \left(1.265625 \cdot {a}^{4} + 5.0625 \cdot {a}^{4}\right)}{{b}^{7}} + \color{blue}{\left(-0.5625 \cdot \frac{{c}^{3} \cdot {a}^{2}}{{b}^{5}} + \left(-0.5 \cdot \frac{c}{b} + -0.375 \cdot \frac{{c}^{2} \cdot a}{{b}^{3}}\right)\right)}
\] |
fma-def [=>]91.9 | \[ \color{blue}{\mathsf{fma}\left(\frac{-0.16666666666666666}{a}, \frac{{c}^{4} \cdot \left(1.265625 \cdot {a}^{4} + 5.0625 \cdot {a}^{4}\right)}{{b}^{7}}, -0.5625 \cdot \frac{{c}^{3} \cdot {a}^{2}}{{b}^{5}} + \left(-0.5 \cdot \frac{c}{b} + -0.375 \cdot \frac{{c}^{2} \cdot a}{{b}^{3}}\right)\right)}
\] |
Applied egg-rr91.9%
[Start]91.9 | \[ \mathsf{fma}\left(\frac{-0.16666666666666666}{a}, \frac{{\left(c \cdot a\right)}^{4} \cdot 6.328125}{{b}^{7}}, \mathsf{fma}\left(-0.5, \frac{c}{b}, \mathsf{fma}\left(-0.375, a \cdot \frac{c \cdot c}{{b}^{3}}, \frac{{c}^{3} \cdot -0.5625}{\frac{{b}^{5}}{a \cdot a}}\right)\right)\right)
\] |
|---|---|
unpow3 [=>]91.9 | \[ \mathsf{fma}\left(\frac{-0.16666666666666666}{a}, \frac{{\left(c \cdot a\right)}^{4} \cdot 6.328125}{{b}^{7}}, \mathsf{fma}\left(-0.5, \frac{c}{b}, \mathsf{fma}\left(-0.375, a \cdot \frac{c \cdot c}{\color{blue}{\left(b \cdot b\right) \cdot b}}, \frac{{c}^{3} \cdot -0.5625}{\frac{{b}^{5}}{a \cdot a}}\right)\right)\right)
\] |
times-frac [=>]91.9 | \[ \mathsf{fma}\left(\frac{-0.16666666666666666}{a}, \frac{{\left(c \cdot a\right)}^{4} \cdot 6.328125}{{b}^{7}}, \mathsf{fma}\left(-0.5, \frac{c}{b}, \mathsf{fma}\left(-0.375, a \cdot \color{blue}{\left(\frac{c}{b \cdot b} \cdot \frac{c}{b}\right)}, \frac{{c}^{3} \cdot -0.5625}{\frac{{b}^{5}}{a \cdot a}}\right)\right)\right)
\] |
Final simplification91.8%
| Alternative 1 | |
|---|---|
| Accuracy | 91.8% |
| Cost | 54596 |
| Alternative 2 | |
|---|---|
| Accuracy | 89.7% |
| Cost | 40964 |
| Alternative 3 | |
|---|---|
| Accuracy | 89.7% |
| Cost | 34756 |
| Alternative 4 | |
|---|---|
| Accuracy | 85.2% |
| Cost | 21188 |
| Alternative 5 | |
|---|---|
| Accuracy | 85.2% |
| Cost | 21188 |
| Alternative 6 | |
|---|---|
| Accuracy | 85.2% |
| Cost | 21124 |
| Alternative 7 | |
|---|---|
| Accuracy | 76.4% |
| Cost | 21060 |
| Alternative 8 | |
|---|---|
| Accuracy | 76.4% |
| Cost | 21060 |
| Alternative 9 | |
|---|---|
| Accuracy | 76.4% |
| Cost | 21060 |
| Alternative 10 | |
|---|---|
| Accuracy | 76.3% |
| Cost | 14788 |
| Alternative 11 | |
|---|---|
| Accuracy | 64.1% |
| Cost | 320 |
| Alternative 12 | |
|---|---|
| Accuracy | 64.1% |
| Cost | 320 |
| Alternative 13 | |
|---|---|
| Accuracy | 64.2% |
| Cost | 320 |
herbie shell --seed 2023136
(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)))