| Alternative 1 | |
|---|---|
| Error | 7.2 |
| Cost | 14028 |
(FPCore (a b c) :precision binary64 (/ (- (- b) (sqrt (- (* b b) (* 4.0 (* a c))))) (* 2.0 a)))
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (fma c (* a -4.0) (* b b)))))
(if (<= b -1.16e+95)
(/ (- c) b)
(if (<= b 4e-309)
(/ (* c -2.0) (- b t_0))
(if (<= b 6.6e+78)
(+ (* (/ b a) -0.5) (* t_0 (/ -0.5 a)))
(/ (- b) a))))))double code(double a, double b, double c) {
return (-b - sqrt(((b * b) - (4.0 * (a * c))))) / (2.0 * a);
}
double code(double a, double b, double c) {
double t_0 = sqrt(fma(c, (a * -4.0), (b * b)));
double tmp;
if (b <= -1.16e+95) {
tmp = -c / b;
} else if (b <= 4e-309) {
tmp = (c * -2.0) / (b - t_0);
} else if (b <= 6.6e+78) {
tmp = ((b / a) * -0.5) + (t_0 * (-0.5 / a));
} else {
tmp = -b / a;
}
return tmp;
}
function code(a, b, c) return Float64(Float64(Float64(-b) - sqrt(Float64(Float64(b * b) - Float64(4.0 * Float64(a * c))))) / Float64(2.0 * a)) end
function code(a, b, c) t_0 = sqrt(fma(c, Float64(a * -4.0), Float64(b * b))) tmp = 0.0 if (b <= -1.16e+95) tmp = Float64(Float64(-c) / b); elseif (b <= 4e-309) tmp = Float64(Float64(c * -2.0) / Float64(b - t_0)); elseif (b <= 6.6e+78) tmp = Float64(Float64(Float64(b / a) * -0.5) + Float64(t_0 * Float64(-0.5 / a))); else tmp = Float64(Float64(-b) / a); end return tmp end
code[a_, b_, c_] := N[(N[((-b) - N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(4.0 * N[(a * c), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(c * N[(a * -4.0), $MachinePrecision] + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -1.16e+95], N[((-c) / b), $MachinePrecision], If[LessEqual[b, 4e-309], N[(N[(c * -2.0), $MachinePrecision] / N[(b - t$95$0), $MachinePrecision]), $MachinePrecision], If[LessEqual[b, 6.6e+78], N[(N[(N[(b / a), $MachinePrecision] * -0.5), $MachinePrecision] + N[(t$95$0 * N[(-0.5 / a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[((-b) / a), $MachinePrecision]]]]]
\frac{\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}}{2 \cdot a}
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(c, a \cdot -4, b \cdot b\right)}\\
\mathbf{if}\;b \leq -1.16 \cdot 10^{+95}:\\
\;\;\;\;\frac{-c}{b}\\
\mathbf{elif}\;b \leq 4 \cdot 10^{-309}:\\
\;\;\;\;\frac{c \cdot -2}{b - t_0}\\
\mathbf{elif}\;b \leq 6.6 \cdot 10^{+78}:\\
\;\;\;\;\frac{b}{a} \cdot -0.5 + t_0 \cdot \frac{-0.5}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{-b}{a}\\
\end{array}
| Original | 34.5 |
|---|---|
| Target | 21.5 |
| Herbie | 7.2 |
if b < -1.1599999999999999e95Initial program 59.3
Simplified59.3
[Start]59.3 | \[ \frac{\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}}{2 \cdot a}
\] |
|---|---|
*-lft-identity [<=]59.3 | \[ \color{blue}{1 \cdot \frac{\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}}{2 \cdot a}}
\] |
metadata-eval [<=]59.3 | \[ \color{blue}{\left(--1\right)} \cdot \frac{\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}}{2 \cdot a}
\] |
associate-*r/ [=>]59.3 | \[ \color{blue}{\frac{\left(--1\right) \cdot \left(\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)}{2 \cdot a}}
\] |
associate-*l/ [<=]59.3 | \[ \color{blue}{\frac{--1}{2 \cdot a} \cdot \left(\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)}
\] |
distribute-neg-frac [<=]59.3 | \[ \color{blue}{\left(-\frac{-1}{2 \cdot a}\right)} \cdot \left(\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)
\] |
distribute-lft-neg-in [<=]59.3 | \[ \color{blue}{-\frac{-1}{2 \cdot a} \cdot \left(\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)}
\] |
distribute-rgt-neg-out [<=]59.3 | \[ \color{blue}{\frac{-1}{2 \cdot a} \cdot \left(-\left(\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)\right)}
\] |
associate-/r* [=>]59.3 | \[ \color{blue}{\frac{\frac{-1}{2}}{a}} \cdot \left(-\left(\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)\right)
\] |
metadata-eval [=>]59.3 | \[ \frac{\color{blue}{-0.5}}{a} \cdot \left(-\left(\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)\right)
\] |
sub-neg [=>]59.3 | \[ \frac{-0.5}{a} \cdot \left(-\color{blue}{\left(\left(-b\right) + \left(-\sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)\right)}\right)
\] |
distribute-neg-out [=>]59.3 | \[ \frac{-0.5}{a} \cdot \left(-\color{blue}{\left(-\left(b + \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)\right)}\right)
\] |
remove-double-neg [=>]59.3 | \[ \frac{-0.5}{a} \cdot \color{blue}{\left(b + \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)}
\] |
sub-neg [=>]59.3 | \[ \frac{-0.5}{a} \cdot \left(b + \sqrt{\color{blue}{b \cdot b + \left(-4 \cdot \left(a \cdot c\right)\right)}}\right)
\] |
+-commutative [=>]59.3 | \[ \frac{-0.5}{a} \cdot \left(b + \sqrt{\color{blue}{\left(-4 \cdot \left(a \cdot c\right)\right) + b \cdot b}}\right)
\] |
Taylor expanded in b around -inf 2.6
Simplified2.6
[Start]2.6 | \[ -1 \cdot \frac{c}{b}
\] |
|---|---|
mul-1-neg [=>]2.6 | \[ \color{blue}{-\frac{c}{b}}
\] |
distribute-neg-frac [=>]2.6 | \[ \color{blue}{\frac{-c}{b}}
\] |
if -1.1599999999999999e95 < b < 3.9999999999999977e-309Initial program 32.7
Simplified32.7
[Start]32.7 | \[ \frac{\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}}{2 \cdot a}
\] |
|---|---|
*-lft-identity [<=]32.7 | \[ \color{blue}{1 \cdot \frac{\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}}{2 \cdot a}}
\] |
metadata-eval [<=]32.7 | \[ \color{blue}{\left(--1\right)} \cdot \frac{\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}}{2 \cdot a}
\] |
associate-*r/ [=>]32.7 | \[ \color{blue}{\frac{\left(--1\right) \cdot \left(\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)}{2 \cdot a}}
\] |
associate-*l/ [<=]32.7 | \[ \color{blue}{\frac{--1}{2 \cdot a} \cdot \left(\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)}
\] |
distribute-neg-frac [<=]32.7 | \[ \color{blue}{\left(-\frac{-1}{2 \cdot a}\right)} \cdot \left(\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)
\] |
distribute-lft-neg-in [<=]32.7 | \[ \color{blue}{-\frac{-1}{2 \cdot a} \cdot \left(\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)}
\] |
distribute-rgt-neg-out [<=]32.7 | \[ \color{blue}{\frac{-1}{2 \cdot a} \cdot \left(-\left(\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)\right)}
\] |
associate-/r* [=>]32.7 | \[ \color{blue}{\frac{\frac{-1}{2}}{a}} \cdot \left(-\left(\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)\right)
\] |
metadata-eval [=>]32.7 | \[ \frac{\color{blue}{-0.5}}{a} \cdot \left(-\left(\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)\right)
\] |
sub-neg [=>]32.7 | \[ \frac{-0.5}{a} \cdot \left(-\color{blue}{\left(\left(-b\right) + \left(-\sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)\right)}\right)
\] |
distribute-neg-out [=>]32.7 | \[ \frac{-0.5}{a} \cdot \left(-\color{blue}{\left(-\left(b + \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)\right)}\right)
\] |
remove-double-neg [=>]32.7 | \[ \frac{-0.5}{a} \cdot \color{blue}{\left(b + \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)}
\] |
sub-neg [=>]32.7 | \[ \frac{-0.5}{a} \cdot \left(b + \sqrt{\color{blue}{b \cdot b + \left(-4 \cdot \left(a \cdot c\right)\right)}}\right)
\] |
+-commutative [=>]32.7 | \[ \frac{-0.5}{a} \cdot \left(b + \sqrt{\color{blue}{\left(-4 \cdot \left(a \cdot c\right)\right) + b \cdot b}}\right)
\] |
Applied egg-rr32.7
Taylor expanded in a around 0 9.0
Simplified9.0
[Start]9.0 | \[ \frac{-2 \cdot c}{b - \sqrt{\mathsf{fma}\left(c, a \cdot -4, b \cdot b\right)}}
\] |
|---|---|
*-commutative [=>]9.0 | \[ \frac{\color{blue}{c \cdot -2}}{b - \sqrt{\mathsf{fma}\left(c, a \cdot -4, b \cdot b\right)}}
\] |
if 3.9999999999999977e-309 < b < 6.6e78Initial program 10.0
Simplified10.2
[Start]10.0 | \[ \frac{\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}}{2 \cdot a}
\] |
|---|---|
*-lft-identity [<=]10.0 | \[ \color{blue}{1 \cdot \frac{\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}}{2 \cdot a}}
\] |
metadata-eval [<=]10.0 | \[ \color{blue}{\left(--1\right)} \cdot \frac{\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}}{2 \cdot a}
\] |
associate-*r/ [=>]10.0 | \[ \color{blue}{\frac{\left(--1\right) \cdot \left(\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)}{2 \cdot a}}
\] |
associate-*l/ [<=]10.2 | \[ \color{blue}{\frac{--1}{2 \cdot a} \cdot \left(\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)}
\] |
distribute-neg-frac [<=]10.2 | \[ \color{blue}{\left(-\frac{-1}{2 \cdot a}\right)} \cdot \left(\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)
\] |
distribute-lft-neg-in [<=]10.2 | \[ \color{blue}{-\frac{-1}{2 \cdot a} \cdot \left(\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)}
\] |
distribute-rgt-neg-out [<=]10.2 | \[ \color{blue}{\frac{-1}{2 \cdot a} \cdot \left(-\left(\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)\right)}
\] |
associate-/r* [=>]10.2 | \[ \color{blue}{\frac{\frac{-1}{2}}{a}} \cdot \left(-\left(\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)\right)
\] |
metadata-eval [=>]10.2 | \[ \frac{\color{blue}{-0.5}}{a} \cdot \left(-\left(\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)\right)
\] |
sub-neg [=>]10.2 | \[ \frac{-0.5}{a} \cdot \left(-\color{blue}{\left(\left(-b\right) + \left(-\sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)\right)}\right)
\] |
distribute-neg-out [=>]10.2 | \[ \frac{-0.5}{a} \cdot \left(-\color{blue}{\left(-\left(b + \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)\right)}\right)
\] |
remove-double-neg [=>]10.2 | \[ \frac{-0.5}{a} \cdot \color{blue}{\left(b + \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)}
\] |
sub-neg [=>]10.2 | \[ \frac{-0.5}{a} \cdot \left(b + \sqrt{\color{blue}{b \cdot b + \left(-4 \cdot \left(a \cdot c\right)\right)}}\right)
\] |
+-commutative [=>]10.2 | \[ \frac{-0.5}{a} \cdot \left(b + \sqrt{\color{blue}{\left(-4 \cdot \left(a \cdot c\right)\right) + b \cdot b}}\right)
\] |
Applied egg-rr10.1
if 6.6e78 < b Initial program 43.9
Simplified44.0
[Start]43.9 | \[ \frac{\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}}{2 \cdot a}
\] |
|---|---|
*-lft-identity [<=]43.9 | \[ \color{blue}{1 \cdot \frac{\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}}{2 \cdot a}}
\] |
metadata-eval [<=]43.9 | \[ \color{blue}{\left(--1\right)} \cdot \frac{\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}}{2 \cdot a}
\] |
associate-*r/ [=>]43.9 | \[ \color{blue}{\frac{\left(--1\right) \cdot \left(\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)}{2 \cdot a}}
\] |
associate-*l/ [<=]44.0 | \[ \color{blue}{\frac{--1}{2 \cdot a} \cdot \left(\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)}
\] |
distribute-neg-frac [<=]44.0 | \[ \color{blue}{\left(-\frac{-1}{2 \cdot a}\right)} \cdot \left(\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)
\] |
distribute-lft-neg-in [<=]44.0 | \[ \color{blue}{-\frac{-1}{2 \cdot a} \cdot \left(\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)}
\] |
distribute-rgt-neg-out [<=]44.0 | \[ \color{blue}{\frac{-1}{2 \cdot a} \cdot \left(-\left(\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)\right)}
\] |
associate-/r* [=>]44.0 | \[ \color{blue}{\frac{\frac{-1}{2}}{a}} \cdot \left(-\left(\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)\right)
\] |
metadata-eval [=>]44.0 | \[ \frac{\color{blue}{-0.5}}{a} \cdot \left(-\left(\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)\right)
\] |
sub-neg [=>]44.0 | \[ \frac{-0.5}{a} \cdot \left(-\color{blue}{\left(\left(-b\right) + \left(-\sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)\right)}\right)
\] |
distribute-neg-out [=>]44.0 | \[ \frac{-0.5}{a} \cdot \left(-\color{blue}{\left(-\left(b + \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)\right)}\right)
\] |
remove-double-neg [=>]44.0 | \[ \frac{-0.5}{a} \cdot \color{blue}{\left(b + \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)}
\] |
sub-neg [=>]44.0 | \[ \frac{-0.5}{a} \cdot \left(b + \sqrt{\color{blue}{b \cdot b + \left(-4 \cdot \left(a \cdot c\right)\right)}}\right)
\] |
+-commutative [=>]44.0 | \[ \frac{-0.5}{a} \cdot \left(b + \sqrt{\color{blue}{\left(-4 \cdot \left(a \cdot c\right)\right) + b \cdot b}}\right)
\] |
Taylor expanded in a around 0 5.4
Simplified5.4
[Start]5.4 | \[ -1 \cdot \frac{b}{a}
\] |
|---|---|
associate-*r/ [=>]5.4 | \[ \color{blue}{\frac{-1 \cdot b}{a}}
\] |
mul-1-neg [=>]5.4 | \[ \frac{\color{blue}{-b}}{a}
\] |
Final simplification7.2
| Alternative 1 | |
|---|---|
| Error | 7.2 |
| Cost | 14028 |
| Alternative 2 | |
|---|---|
| Error | 10.7 |
| Cost | 13896 |
| Alternative 3 | |
|---|---|
| Error | 10.7 |
| Cost | 7688 |
| Alternative 4 | |
|---|---|
| Error | 14.4 |
| Cost | 7432 |
| Alternative 5 | |
|---|---|
| Error | 39.9 |
| Cost | 388 |
| Alternative 6 | |
|---|---|
| Error | 23.0 |
| Cost | 388 |
| Alternative 7 | |
|---|---|
| Error | 62.3 |
| Cost | 192 |
| Alternative 8 | |
|---|---|
| Error | 57.0 |
| Cost | 192 |
herbie shell --seed 2023032
(FPCore (a b c)
:name "quadm (p42, negative)"
:precision binary64
:herbie-target
(if (< b 0.0) (/ c (* a (/ (+ (- b) (sqrt (- (* b b) (* 4.0 (* a c))))) (* 2.0 a)))) (/ (- (- b) (sqrt (- (* b b) (* 4.0 (* a c))))) (* 2.0 a)))
(/ (- (- b) (sqrt (- (* b b) (* 4.0 (* a c))))) (* 2.0 a)))