From d1da20a85f4e394e2e2e83707748463540107cf0 Mon Sep 17 00:00:00 2001 From: Michael Zhang Date: Fri, 3 Mar 2023 01:58:45 -0600 Subject: [PATCH] Finished exam --- assignment-1c/src/scene/input_file.rs | 90 ++--- exam-1/.gitignore | 2 + exam-1/Makefile | 4 + exam-1/exam1.md | 489 ++++++++++++++++++++++++++ exam-1/exam1.py | 29 ++ exam-1/problem-9.png | Bin 0 -> 158494 bytes flake.nix | 3 +- 7 files changed, 571 insertions(+), 46 deletions(-) create mode 100644 exam-1/.gitignore create mode 100644 exam-1/Makefile create mode 100644 exam-1/exam1.md create mode 100644 exam-1/exam1.py create mode 100644 exam-1/problem-9.png diff --git a/assignment-1c/src/scene/input_file.rs b/assignment-1c/src/scene/input_file.rs index 31313e3..410d150 100644 --- a/assignment-1c/src/scene/input_file.rs +++ b/assignment-1c/src/scene/input_file.rs @@ -243,51 +243,6 @@ impl Scene { material_idx: u!(material_idx), texture_idx, }); - - #[derive(Debug, Copy, Clone, PartialEq)] - struct TriangleVertex { - vertex_idx: usize, - normal_idx: Option, - texture_idx: Option, - } - - impl Construct for TriangleVertex { - type Args = (); - - fn construct<'a, I>(it: &mut I, _: Self::Args) -> Result - where - I: Iterator, - { - let s = match it.next() { - Some(v) => v, - None => bail!("Waiting on another"), - }; - - // Note: indexed by 1 not 0, so we will just do the subtraction - // here to avoid having to deal with it later - let parts = s.split("/").collect_vec(); - ensure!(parts.len() >= 1 && parts.len() <= 3); - let vertex_idx: usize = parts[0].parse::()? - 1; - - let texture_idx = - match parts.get(1).and_then(|s| (!s.is_empty()).then(|| *s)) { - Some(s) => Some(s.parse::()? - 1), - None => None, - }; - - let normal_idx = - match parts.get(2).and_then(|s| (!s.is_empty()).then(|| *s)) { - Some(s) => Some(s.parse::()? - 1), - None => None, - }; - - Ok(TriangleVertex { - vertex_idx, - texture_idx, - normal_idx, - }) - } - } } "texture" => { @@ -381,3 +336,48 @@ impl Construct for Vector3 { Ok(Vector3::new(x, y, z)) } } + +#[derive(Debug, Copy, Clone, PartialEq)] +struct TriangleVertex { + vertex_idx: usize, + normal_idx: Option, + texture_idx: Option, +} + +impl Construct for TriangleVertex { + type Args = (); + + fn construct<'a, I>(it: &mut I, _: Self::Args) -> Result + where + I: Iterator, + { + let s = match it.next() { + Some(v) => v, + None => bail!("Waiting on another"), + }; + + // Note: indexed by 1 not 0, so we will just do the subtraction + // here to avoid having to deal with it later + let parts = s.split("/").collect_vec(); + ensure!(parts.len() >= 1 && parts.len() <= 3); + let vertex_idx: usize = parts[0].parse::()? - 1; + + let texture_idx = + match parts.get(1).and_then(|s| (!s.is_empty()).then(|| *s)) { + Some(s) => Some(s.parse::()? - 1), + None => None, + }; + + let normal_idx = + match parts.get(2).and_then(|s| (!s.is_empty()).then(|| *s)) { + Some(s) => Some(s.parse::()? - 1), + None => None, + }; + + Ok(TriangleVertex { + vertex_idx, + texture_idx, + normal_idx, + }) + } +} diff --git a/exam-1/.gitignore b/exam-1/.gitignore new file mode 100644 index 000000000..48b55b0 --- /dev/null +++ b/exam-1/.gitignore @@ -0,0 +1,2 @@ +*.log +*.pdf diff --git a/exam-1/Makefile b/exam-1/Makefile new file mode 100644 index 000000000..7013a0f --- /dev/null +++ b/exam-1/Makefile @@ -0,0 +1,4 @@ +PANDOC := pandoc + +exam1.pdf: exam1.md + $(PANDOC) -o $@ $< diff --git a/exam-1/exam1.md b/exam-1/exam1.md new file mode 100644 index 000000000..27b8e93 --- /dev/null +++ b/exam-1/exam1.md @@ -0,0 +1,489 @@ +--- +geometry: margin=2cm +output: pdf_document +title: Exam 1 +subtitle: CSCI 5607 +date: \today + +author: | + | Michael Zhang + | zhan4854@umn.edu $\cdot$ ID: 5289259 +--- + +\renewcommand{\c}[1]{\textcolor{gray}{#1}} + +## Image File Formats + +1. \c{(8 points) Suppose you have used your raytracing program to create an + image in image file type? Other potential image file format options include: + JPEG, TIFF, and GIF. Discuss the main advantages and disadvantages in + converting your image from ASCII PPM to these other file types. Try to + identify at least one strength and one weakness of each option.} + + ASCII PPM has the obvious deficiency of not having a concise representation + on disk (although P6 solves this problem). On the plus side, it is easy to + represent it in a way that’s easy to debug, for example if you put double + line breaks between each row in the image, and added a comment making it easy + to identify rows in the image quickly. + + JPEG is typically a lossy data format, which means while you can get insanely + high compression resulting in lower file sizes, you also get compression + artifacts which ruins the quality of the image. On the other hand, ASCII PPM + is lossless and preserves the original image at original quality entirely. + +## Color Spaces + +2. \c{(8 points) Your raytracing program generates images using an RGB color + model. But RGB is not the only color space that artists or programmers use + when creating or working with digital images. Identify two other color spaces + that are commonly used in computer graphics or related fields. Describe their + most important characteristics, and discuss how they are similar to and/or + different from using an (r, g, b) representation. For each color space, try + to identify at least one use case where it might be preferred over using an + RGB representation and explain.} + + Another color space that is typically used for computer graphics is CMYK, and + YUV. + + CMYK uses the secondary colors cyan, magenta, and yellow, as well as black. + This is primarily used for printing, because as opposed to when light is + emitted from a computer screen, reflected light from paper combines + differently. When applying more ink or combining ink together, the color + tends to get darker rather than lighter, so lighter base colors are + preferred. The black is added since it is not possible to create pure black + otherwise. + + YUV is used more commonly in video formats. It uses luma, and red/blue + projections of the image rather than RGB. While equally expressive as RGB, + YUV is more efficient in video since the chroma of an image doesn’t change as + frequently over video. + +## Color Compositing + +3. \c{"Alpha-blending" or "color compositing" is a method for combining the + colors of one image with the colors of another. A typical alpha-blending + function is: $C_{final} = C_{fg} \cdot a_{fg} + C_{bg} \cdot (1 - a_{fg})$ + where $C_{fg}$ is the color of the foreground pixel, $Cbg$ is the color of + the background pixel, $a_{fg}$ is the opacity of the foreground pixel (where + $a_{fg} = 1$ represents "fully opaque" and $a_{fg} = 0$ represents "fully + transparent"), and $a_{bg}$ is assumed to be 1. When $a_{fg} = 0.5$, + $C_{final} = \frac{C_{fg} + C_{bg}}{2}$ which is equivalent to taking the + average of the foreground and background colors. Yet, the results of using + alpha-blending to composite multiple transparent surfaces is different than + the results of averaging their colors.} + + \c{Consider a pure green image and a pure blue image, each with $\alpha = + 0.5$. If $C_{bg} = (0,0,0,1)$, what color would be obtained by:} + + a) \c{(3 points) compositing the blue image over background, then the green + image over the result?} + + In this case, compositing the blue $(0, 0, 1, 0.5)$ over the background + $(0, 0, 0, 1)$ would be $C_{final} = (0, 0, 1) \cdot 0.5 + (0, 0, 0) \cdot + (1 - 0.5) = (0, 0, 0.5)$. + + Then, compositing green over this gives us: $C_{final} = (0, 1, 0) \cdot + 0.5 + (0, 0, 0.5) \cdot (1 - 0.5) = (0, 0.5, 0) + (0, 0, 0.25) = + \boxed{(0, 0.5, 0.25)}$. + + b) \c{(2 points) compositing the green image over background, then the blue + image over the result?} + + The result will be the same, except with the blue and green components + reversed: $\boxed{(0, 0.25, 0.5)}$. + + \c{When $a_{bg} \ne 1$, the alpha blending function + becomes slightly more complicated: $a_{final} = a_{fg} + a_{bg} \cdot (1 - + a_{fg})$; $C_{final} = \frac{C_{fg} \cdot a_{fg} + C_{bg} \cdot a_{bg} \cdot + (1 - a_{fg})}{a_{final}}$.} + + c) \c{(3 points) What result do you obtain by compositing the blue image over + the green image, and then compositing that result over the background?} + + First, we want to composite the blue image over the green image, which + both have an alpha of $0.5$: + + $a_{final} = 0.5 + 0.5 \cdot (1 - 0.5) = 0.75$. + + Then + + \begin{align*} + C_{final} &= \frac{C_{fg} \cdot a_{fg} + C_{bg} \cdot a_{bg} \cdot (1 - + a_{fg})}{a_{final}} \\ + &= \frac{(0, 0, 1) \cdot 0.5 + (0, 1, 0) \cdot 0.5 \cdot (1 - 0.5)}{0.75} + \\ + &= \frac{(0, 0, 0.5) + (0, 0.25, 0)}{0.75} \\ + &= \frac{(0, 0.25, 0.5)}{0.75} \\ + &= (0, 0.\overline{333}, 0.\overline{666}) + \end{align*} + + Now, composite this over the background: + + \begin{align*} + C_{final} &= C_{fg} \cdot a_{fg} + C_{bg} \cdot (1 - a_{fg}) \\ + &= (0, 0.\overline{333}, 0.\overline{666}) \cdot 0.75 + (0, 0, 0) \cdot (1 + - 0.75) \\ + &= (0, 0.25, 0.5) \cdot 0.75 \\ + &= \boxed{(0, 0.1875, 0.375)} + \end{align*} + + Alpha is 1 at the end because of blending with the background. + + d) \c{(2 points) How does your answer in (c) differ from what you would get + by simply averaging the blue and green images, and then superimposing that + result over the background?} + + Because the alphas are 0.5, the way you blend the images produces a more + nuanced 0.75 alpha for whichever ones you blend first. So if you were to + blend into the background first, the background has more of an effect on + the blended image. + +## Viewing Parameter Specifications + +4. \c{(10 points) Suppose that you are trying to help a marketing manager come + up with the largest possible number to use to advertise the field of view + offered by their new head-mounted display device. if the vertical field of + view is $90^\circ$ and the horizontal field of view is $110^\circ$ what is + the diagonal field of view?} + + The relationship between FOV angle and the length (whichever way we're + measuring) is $\tan(\frac{1}{2} \theta) = \frac{L}{2d}$, where $d$ is the + distance the viewer is from the screen. + + Because the viewer will remain the same distance from the screen while all + these calculations are being made, we can just ignore it completely by + setting it to 1. So we have $\tan(\frac{1}{2} \theta) = \frac{L}{2}$. + + Now, we can find $w$ and $h$ by reversing this into $L = 2\tan(\frac{1}{2} + \theta)$: + + - $w = 2\tan(55^\circ)$ + - $h = 2\tan(45^\circ)$ + + The diagonal $D$ can be calculated using Pythagorean's theorem: + + - $D = \sqrt{w^2 + h^2} = 2\sqrt{\tan^2(55^\circ) + \tan^2(45^\circ)} \approx + 3.48$ + + ``` + In [68]: w = 2 * tan(radians(55)) + + In [69]: h = 2 * tan(radians(45)) + + In [71]: sqrt(pow(w, 2) + pow(h, 2)) + Out[71]: 3.486893591242196 + ``` + + Now, we can convert this length back into an angle by turning the original + equation around: $\theta = 2\tan^{-1}(\frac{1}{2} L)$, which gives us a value + of around $120^\circ$. + + ``` + In [72]: 2 * atan(0.5 * _) + Out[72]: 2.1000651019312633 + + In [73]: degrees(_) + Out[73]: 120.32486704337242 + ``` + +## Geometry for Computer Graphics + +5. \c{(4 points) Consider a triangle defined by the vertices: $v_0 = (0, 1, 2), + v_1 = (4, 1, -2), v_2 = (2, 2, 0)$, specified in counter-clockwise order. + What is the area of this triangle?} + + The area of a triangle given two of its sides is $\frac{1}{2} |e_1 \times + e_2|$. In this case, $e_1 = v_1 - v_0 = (4, 0, -4)$, and $e_2 = v_2 - v_0 = + (2, 1, -2)$. + + The cross product is (4, 0, 4) (I used numpy to calculate this, see below + output), which normalizes to $\sqrt{32}$. Half of this is $\boxed{\sqrt{8}}$, + which is the area. + + ``` + In [2]: v0 = np.array([0,1,2]) + In [3]: v1 = np.array([4,1,-2]) + In [4]: v2 = np.array([2,2,0]) + + In [5]: e1 = v1 - v0 # (4, 0, -4) + In [6]: e2 = v2 - v0 # (2, 1, -2) + + In [8]: np.cross(e1, e2) + Out[8]: array([4, 0, 4]) + ``` + +## Point-in-Polygon Testing + +6. \c{Consider a triangle defined by $v_0 = (3, 0, -2)$, $v_1 = (2, 4, 0)$, $v_2 + = (-2, 2, 2)$, in counterclockwise order, and a point $p = (2, 1, -1)$.} + + a) \c{(9 points) What are the barycentric coordinates that define the + location of the point $p$ with respect to the locations of $v_0$, $v_1$, + and $v_2$?} + + Using $v_0$ as the base, we can write $e_1 = v_1 - v_0 = (-1, 4, 2)$, and + $e_2 = v_2 - v_0 = (-5, 2, 4)$. We also need $e_p = p - v_0 = (-1, 1, 1)$. + Now we can proceed to find $\beta$ and $\gamma$. + + Using the above, we get: + + - $d_{11} = e_1 \cdot e_1 = (-1, 4, 2) \cdot (-1, 4, 2) = 1 + 16 + 4 = 21$ + - $d_{12} = e_1 \cdot e_2 = (-1, 4, 2) \cdot (-5, 2, 4) = 5 + 8 + 8 = 21$ + - $d_{22} = e_2 \cdot e_2 = (-5, 2, 4) \cdot (-5, 2, 4) = 25 + 4 + 16 = + 45$ + - $d_{1p} = e_1 \cdot e_p = (-1, 4, 2) \cdot (-1, 1, 1) = 1 + 4 + 2 = 7$ + - $d_{2p} = e_2 \cdot e_p = (-5, 2, 4) \cdot (-1, 1, 1) = 5 + 2 + 4 = 11$ + + Plugging this into the formula, we get: + + \begin{align*} + \begin{bmatrix} + e_1 \cdot e_1 & e_1 \cdot e_2 \\ + e_1 \cdot e_2 & e_2 \cdot e_2 \\ + \end{bmatrix} + \begin{bmatrix} + \beta \\ \gamma + \end{bmatrix} + &= + \begin{bmatrix} + e_1 \cdot e_p \\ e_2 \cdot e_p + \end{bmatrix} \\ + \begin{bmatrix} 21 & 21 \\ 21 & 45 \end{bmatrix} + \begin{bmatrix} \beta \\ \gamma \end{bmatrix} + &= + \begin{bmatrix} 7 \\ 11 \end{bmatrix} \\ + \end{align*} + + Checking the determinant $\det \begin{vmatrix} 21 & 21 \\ 21 & 45 + \end{vmatrix} = 21 \times 45 - 21 \times 21 = 504$, which is non-zero. + This means the matrix is invertible and we can solve for $\beta$ and + $\gamma$. Now we have: + + - $\beta = (d_{22} d_{1p} - d_{12} d_{2p}) / \det = (45 \times 7 - 21 + \times 11) / 504 = \frac{1}{6}$ + - $\gamma = (d_{11} d_{2p} - d_{12} d_{1p}) / \det = (21 \times 11 - 21 + \times 7) / 504 = \frac{1}{6}$ + + Then, $\alpha = 1 - (\beta + \gamma) = \frac{2}{3}$. + + b) \c{(1 point) Does p lie: inside the triangle; outside of the triangle; or + on the edge of the triangle? (please circle the correct answer)} + + Using these values, we can see that all three values lie between 0 and 1, + which means the point is definitely inside the triangle. + +## Smooth Shading + +7. \c{(6 points) Consider a triangle defined by $v_0 = (1, 1, -2)$, $v_1 = (-1, + 0, 1)$, $v_2 = (2, -1, -1)$, in counter-clockwise order, where the associated + normal directions are: $vn_0 = (\frac{2}{3}, -\frac{2}{3}, \frac{1}{3})$, + $vn_1 = (-\frac{2}{3}, \frac{1}{3}, \frac{2}{3})$, $vn_2 = (-\frac{1}{3}, + \frac{2}{3}, \frac{2}{3})$. If the barycentric coordinates $\alpha = 0.3$, + $\beta = 0.6$, $\gamma = 0.1$ describe the location of $p$ with respect to + $v_0$, $v_1$, $v_2$, what is the smooth-shading surface normal direction at + $p$ (interpolated from the vertex normals) that should be used when computing + the Phong illumination at $p$?} + + This is simply applying each of the barycentric coordinates (which is really + just a weight of how close $p$ is to a particular vertex) to the + corresponding vertex, and summing them. The corresponding vertex is the one + _opposite_ from the side that the coordinate defines. + + \begin{align*} + n &= \alpha \cdot vn_0 + \beta \cdot vn_1 + \gamma \cdot vn_2 \\ + &= 0.3 \cdot vn_0 + 0.6 \cdot vn_1 + 0.1 \cdot vn_2 \\ + &= 0.3 \cdot \left(\frac{2}{3}, -\frac{2}{3}, \frac{1}{3} \right) + 0.6 + \cdot \left(-\frac{2}{3}, \frac{1}{3}, \frac{2}{3} \right) + 0.1 \cdot + \left(-\frac{1}{3}, \frac{2}{3}, \frac{2}{3} \right) \\ + &= (0.2, -0.2, 0.1) + (-0.4, 0.2, 0.4) + \left(-\frac{0.1}{3}, + \frac{0.2}{3}, \frac{0.2}{3} \right) \\ + &= \boxed{(-0.2\overline{333}, 0.0\overline{666}, 0.5\overline{666})} + \end{align*} + +## Phong Illumination + +8. \c{(10 points) Suppose you are rendering a simple scene that contains a + single sphere of radius 3 centered at (0, 0, 0) and illuminated by a single + white point light source located at (0, 4, 2). Use the Blinn-Phong + illumination model to determine what color a viewer at (6, –2, 3) will + perceive at the point $p = (2, 2, 1)$ if the material properties of the + sphere are $k_a = 0.2$, $k_d = 0.6$, $k_s = 0.3$, $n=2$, $O_{d\lambda} = (1, + 0, 0)$ and $O_{s\lambda} = (1, 1, 0)$. Please provide the $(r, g, b)$ color + definition and also name the color that this value corresponds to.} + + First, we have to find some vectors needed for the Blinn-Phong equation: + + - For the normal $\vec{N}$, we can just subtract the sphere center from the + intersection point, yielding $\vec{N} = (2, 2, 1)$. + - For the vector to the viewer $\vec{V}$, we can subtract the intersection + point from the viewer location, yielding $\vec{V} = (6, -2, 3) - (2, 2, + 1) = (4, -4, 2)$. + - For the light direction $\vec{L}$, subtract the intersection point from the + light $\vec{L} = (0, 4, 2) - (2, 2, 1) = (-2, 2, 1)$. + - The halfway direction is just halfway between the light and the viewer, + which is $\vec{H} = (\vec{L} + \vec{V}) / 2 = ((-2, 2, 1) + (4, -4, 2)) / + 2 = (2, -2, 3) / 2 = (1, -1, 1.5)$. + + First, substitute the values given into the Blinn-Phong equation: + + \begin{align*} + I_\lambda &= k_a O_{d\lambda} + k_d O_{d\lambda} (\vec{N} \cdot \vec{L}) + + k_s O_{s\lambda} (\vec{N} \cdot \vec{H})^n \\ + I_\lambda &= 0.2 \cdot (1, 0, 0) + 0.6 \cdot (1, 0, 0) ((2, 2, 1) \cdot + (-2, 2, 1)) + 0.3 \cdot (1, 1, 0) ((2, 2, 1) \cdot (1, -1, 1.5))^2 \\ + I_\lambda &= (0.2, 0, 0) + (0.6, 0, 0) \cdot (-4 + 4 + 1) + (0.3, 0.3, 0) + (2 - 2 + 1.5)^2 \\ + I_\lambda &= (0.2, 0, 0) + (0.6, 0, 0) + (0.3, 0.3, 0) \cdot 2.25 \\ + I_\lambda &= (0.8, 0, 0) + (0.675, 0.675, 0) \\ + I_\lambda &= (1.475, 0.675, 0) \\ + \end{align*} + + We clamp to 1, so the result is $\boxed{(1, 0.675, 0)}$. This is an + orange-ish brown color. + +## Ray-Object Intersection + +9. \c{(14 points) The set of all points on the surface of an infinite, + circularly symmetric, one-sheet hyperboloid, centered at the origin and + aligned with the z axis, can be defined by the implicit equation: + $\frac{x^2}{r^2} + \frac{y^2}{r^2} - \frac{z^2}{c^2} = 1$ where $r$ and $c$ + are parameters that control the radius and curvature of the hyperboloid, and + the set of all points $(x, y, z)$ for which the implicit equation is true lie + on the surface of the hyperboloid. Let $r = 2$ and $c = 1$, to obtain the + surface shown at the right.} + + \c{Consider a viewing ray that starts at $p_0 = (-2, 1, -1)$ and travels in + the direction $d = (0, 1, 1)$. Does this ray intersect this surface? If so, + at what point(s)?} + + ![](./problem-9.png){width=300px} + + Starting by substituting in the ray equation, we would get: + + \begin{align*} + \frac{(x_0 + tx_d)^2}{r^2} + + \frac{(y_0 + ty_d)^2}{r^2} - + \frac{(z_0 + tz_d)^2}{c^2} &= 1 \\ + \frac{x_0^2 + 2tx_0x_d + t^2x_d^2}{r^2} + + \frac{y_0^2 + 2ty_0y_d + t^2y_d^2}{r^2} - + \frac{z_0^2 + 2tz_0z_d + t^2z_d^2}{c^2} &= 1 \\ + \left( + \frac{x_d^2}{r^2} + \frac{y_d^2}{r^2} - \frac{z_d^2}{c^2} + \right) t^2 + + 2 \left( + \frac{x_0x_d}{r^2} + \frac{y_0y_d}{r^2} - \frac{z_0z_d}{c^2} + \right) t + + \left( + \frac{x_0^2}{r^2} + \frac{y_0^2}{r^2} - \frac{z_0^2}{c^2} - 1 + \right) &= 0 + \end{align*} + + Then, substituting in the values for $r$, $c$, and the ray parameters gives: + + \begin{align*} + \left( + \frac{0^2}{2^2} + \frac{1^2}{2^2} - \frac{1^2}{1^2} + \right) t^2 + + 2 \left( + \frac{-2 \cdot 0}{2^2} + \frac{1 \cdot 1}{2^2} - \frac{-1 \cdot 1}{1^2} + \right) t + + \left( + \frac{(-2)^2}{2^2} + \frac{1^2}{2^2} - \frac{(-1)^2}{1^2} - 1 + \right) = 0 \\ + \left( 0 + \frac{1}{4} - 1 \right) t^2 + + 2 \left( \frac{1}{4} + 1 \right) t + + \left( 1 + \frac{1}{4} - 1 - 1 \right) = 0 \\ + -\frac{3}{4} t^2 + \frac{5}{2} t -\frac{3}{4} = 0 + \end{align*} + + Now we can just use quadratic equation with $A = -\frac{3}{4}$, $B = + \frac{5}{2}$, and $C = -\frac{3}{4}$. Quickly checking the determinant $B^2 - + 4AC = \frac{5}{2}^2 - 4 \cdot (-\frac{3}{4})^2 = \frac{25}{4} - \frac{9}{4} = + \frac{16}{4} = 4$, which is positive so there are \boxed{\textrm{two + solutions}}. + + To get the points themselves, we solve for $t$: + + \begin{align*} + t &= \frac{-\frac{5}{2} \pm \sqrt{4}}{2 \cdot -\frac{3}{4}} \\ + t &= \frac{-\frac{5}{2} \pm 2}{-\frac{3}{2}} \\ + t &= \frac{-5 \pm 4}{-3} \\ + t &\in \{\frac{1}{3}, 3\} + \end{align*} + + Now, just substitute the $t$ back into the ray equation $p = p_0 + dt$ to get + + \begin{align*} + p_0 &= (-2, 1, -1) + \frac{1}{3} (0, 1, 1) \\ + &= (-2, 1, -1) + (0, \frac{1}{3}, \frac{1}{3}) \\ + &= (-2, \frac{4}{3}, -\frac{2}{3}) + \end{align*} + + \begin{align*} + p_1 &= (-2, 1, -1) + 3 (0, 1, 1) \\ + &= (-2, 1, -1) + (0, 3, 3) \\ + &= (-2, 4, 2) + \end{align*} + + The ray intersects the hyperboloid at \boxed{(-2, \frac{4}{3}, -\frac{2}{3}) + \textrm{and} (-2, 4, 2)}. + +## Texture Mapping + +10. \c{(10 points) Suppose that a texture image has been mapped onto the surface + of a truncated cylinder such that the values of $u$ increase from 0 to 1 as + the values of $\theta$ increase from $0$ to $2\pi$, and the values of $v$ + decrease from 1 to 0 as the position along the cylinder’s height increases + from its base to its top. Consider a cylinder of radius 2 and height 4, + whose base is centered at $(0, 0, 0)$. What is the texture coordinate $(u, + v)$ at the point $p = (-\sqrt{2}, \sqrt{2}, 1)$?} + + The point $(-\sqrt{2}, \sqrt{2})$ occurs at $\theta = \frac{3}{4}\pi$, so + when mapped to $u$, this corresponds to a value of $u = \frac{3}{8}$. + + The height of 1 occurs halfway on the cylinder, which corresponds to a $v = + 0.5$. + + The coordinate is $\boxed{(\frac{3}{8}, 0.5)}$. + +11. \c{Consider a texture image that is 1024 pixels wide and 512 pixels tall. If + bi-linear interpolation is used to retrieve a color from this image + corresponding to the texture coordinate (u, v) = (0.6, 0.2):} + + a) \c{(4 points) From which four pixels $[i, j]$ in the image will the + texture colors be retrieved?} + + Multiplying it out, we get the exact coordinates (0.6 * 1024, 0.2 * 512) + = (614.4, 102.4). This means, we will be sampling from: + + - (614, 102) + - (614, 103) + - (615, 102) + - (615, 103) + + b) \c{(6 points) Suppose that the colors in the texture image have been + defined to be white when $i$ and $j$ are both even numbers, red when $i$ + is even and $j$ is odd, green when $i$ is odd and $j$ is even, and blue + when both $i$ and $j$ are odd. What color will be returned from the + texture lookup, after the retrieved colors have been appropriately + combined using bilinear interpolation?} + + Using this information, the colors corresponding to each of the above + are: + + - (614, 102): white + - (614, 103): red + - (615, 102): green + - (615, 103): blue + + Then, we need to weigh these according to how close the point we want to + observe is from those four corners: + + - (614, 102): 0.6 * 0.6 * (1, 1, 1) = 0.36 * (1, 1, 1) = (0.36, 0.36, + 0.36) + - (614, 103): 0.6 * 0.4 * (1, 0, 0) = 0.24 * (1, 0, 0) = (0.24, 0, 0) + - (615, 102): 0.4 * 0.6 * (0, 1, 0) = 0.24 * (0, 1, 0) = (0, 0.24, 0) + - (615, 103): 0.4 * 0.4 * (0, 0, 1) = 0.16 * (0, 0, 1) = (0, 0, 0.16) + + Taking the sum, we get (0.36 + 0.24, 0.36 + 0.24, 0.36 + 0.16) = + \boxed{(0.6, 0.6, 0.52)}. diff --git a/exam-1/exam1.py b/exam-1/exam1.py new file mode 100644 index 000000000..453e999 --- /dev/null +++ b/exam-1/exam1.py @@ -0,0 +1,29 @@ +from dataclasses import dataclass + +@dataclass +class Color: + red: float + green: float + blue: float + alpha: float + + def __mul__(self, o) -> "Color": + return Color(self.red * o, self.green * o, + self.blue * o, self.alpha * o) + + def __truediv__(self, o) -> "Color": + return Color(self.red / o, self.green / o, + self.blue / o, self.alpha / o) + + def __add__(self, o) -> "Color": + return Color(self.red + o.red, self.green + o.green, + self.blue + o.blue, self.alpha + o.alpha) + +def composite1(C_fg: Color, a_fg: float, C_bg: Color): + return C_fg * a_fg + C_bg * (1.0 - a_fg) + +def composite2(C_fg: Color, a_fg: float, C_bg: Color, a_bg: float = 1): + a_final = a_fg + a_bg * (1.0 - a_fg) + return (C_fg * a_fg + C_bg * a_bg * (1.0 - a_fg)) / a_final + +C_bg = Color(0.0, 0.0, 0.0, 1.0) diff --git a/exam-1/problem-9.png b/exam-1/problem-9.png new file mode 100644 index 0000000000000000000000000000000000000000..09319891dbede0eddc18d44b8051d42efbe7c88b GIT binary patch literal 158494 zcmeFZXIN9~);1cNC>8`%loppP6+}hp9a$nMT|`i-h%^yUkscC?2uc$H=|vC_Y0`TF z(rZLY=s~J$QQN=3x##4hRHt z_|{EzLkNWJ8U(^xyPp}{ImTy{3;xAwucoU8fs{lYq*$|opHJJ|G}MJae9l22{x2br zJ#fqaCj{bt1p--q0D&kZKp?zNQ)+K3fnV%x;XvmELpM=~}S2OY&Tb=au z7qo3qr4c1_S6yV1HMrlseI$EYdi&hHoBwddMP_>4ZS-jHxjQJPx?_28x&qNac*Ay- zKUC!GLndxh$kL74kJtQTd(VwN@9M$tQgJ@VycZB_753Dam-mS}C zMV~43|6c!h1^$0s0m#s*V8V2t6250ZU)2q*OiYlpU*A48P!=hyrS|u%95dUsu=r=C zrgfPg1m@*Vab02#HBJmCD2dF=MH>2F6V0yhN=xpZFCRXW8Ee?Zr0(=gBGSX6%^vpO zUlhR;D5DF6?d|%_uLsfKZBRO?-KnT1XY|&HdK)Xed=9^>4fpBn*Mutj4nM)GFim@> zHGnsW1iU=Ef`LjMz|-mk+P1%u4?ESCk#BQ|`V9mzqjC!g{in zUC3)X1>YwY-<@&0kri%q@qX#to%FrI+nR#&wU#yJ61)w^V(CW=GSv@c98=GL+&1tJ zr4s@Jubu9yuYsIBN{=|Nb$3dGnJLx~@)CC{{lC9ZuW^!k!_SPIoVq{X_4Jz;v$|jM z@W#Ma$!oCzu%!OaYbH1ml;$kU-7Xppj^0skN!f{WQ>xx)T=OCua@CbXu-;QWcGk+` zHpiLap{qP!TMAx1{9mgEYjd@Pg%Zjy$4}k}s|8n4{gzgtw8&kZ=>cL{I`zruyKFx{ zmZMy@efHU`nG|}=vaQ(F_&Qb&EinKRKF!!7O zFMDA;vzIg$Wah!^;T~Yv$^q+A+3Szed+fx63-Nf{^_;EoV%+qZI7Ie^YUn4+1@6#5 zmj3>>%R@}(PW~@zNXNB1z_>c?%2X*oIMtSJ3v;Sf=BC3Hu;0(jR9#?-y~fhz`u?Gw z>utL^&FrJ**@khRy7N#j5jKQ0UIv$(XSCq`;Qw66WSn3-u4_GW(vv+q)W zA~dvSpRF8+>4jX`mH^?0rs)aKgrA%-c--rj$i5MOKE1J9Tx-LFDWy|z#JyE zZL{{0eSvHTul?G3cQk7HeYd{|+dwYs6_eZ^_rk91&s~DF9Whdj%=E5wq7yx1qrsjq zM;N}f)-nIK6XL)4!Tj_riQ$*8a_<8wN_((Ii?e` zsZ?x!nYcr&nasAazetVpb{+RM#9W!lb%*`$oke`YNhbDu4Lck)zHjt%t%ge$B)~P9WuwjUN% zQ9pKJLzFGA{{GP3%3v8bQ86ne*>vMsw^$~|7gGk1M3rjo6BY||U?jD|yV~9`fh)-lRDI9#Mz9U5` zZ;cdIO)9vqPsHfSpH1!zucQ7uC_|;-m*XwI_#c2JmG({ryw-4Hl4`-}d(aWbP6u|` zUPk1hj-K)FGAD;D$y%y<$1gcJ1>KjfW;V{wNa+b*Iyh$PTfDdPer>$|PT!L&Di=(g zSaYahhDQ&_-S=zV*2Siljvp%5D^ha#&T~i4Wp6v!nPq$!VXd8~>50s0BIO8298nP} z7ty?)0!40*LtX2hv{6nuJI9>nGrgd15{QW9*33IKV1KBbfT$slPr9Jl7wRjTNY|BV z*C!FbfQ8aRLeNeoBPV_%j87R1eZg^gU9M32WVFp zQHWL!e+T-jK)01k1FrS(t=0P-3t#i<{JPj9Oplq4pF{V}w5`g`0{mvMkWzRg6* z{AHl^dVfaBPIs>B-g@k4S#)P`5#LMb31<33Q|)nZqvS{3sKA}sl34ZV<7AY?n=JxWb1y&$@e#&89y!=lPqD=_TC;DDN648SfqgKosJuua8%)fT=J@{CakQ$ zuh=w&o68(5t9q#V)=x^;>$XA76OXp-Q&v{QprG>`_&1fo?la`#Yt8?|<{e-n_ED3( zyQ(iK`Nf$TrzH?oldJ}j_&!hMEQ4*N)VL9*oY1GYPma<*wDC3-R!!BycAx9}dceYC z{=EkMZ>%~aL@wz}-#HJT9C`7xX#20Li&f0(P1~3AC?A9HxvD+RuEpgkQI9q}4Ec@R zF37{o#_I`$c$!xQF(7L2HD`84Z~BatG7scJ-Ck*pq?Bpl39{OmOT)9Dm!)MB1dtWZ z>)|wBjQPSkzD5B@Z8urS;htA*;A0R^FmYvcs!s z7`ki!`IQ#g^uHsZ^bhN*zt9|>N@5OpKk8=JK&L_tXe>!lPeLV>4_VJ#GOvDWZGZmJ zlQsI48Q!qq?#p$QyxjD_YogNjef9B{<{R{cJ15D1;su(N#fu#f61mHO)S0U&?8oo9 zW-aAMIg9jO8#9L{CNSNrJ3*XEO;x!h@5^gMKUn0!s*3TQKDwf(P({6(s_IaXMy(p z5xm1WL2o=LuC(EZZo$@8FMe{O=B1Gp8L^3tDD~%b6*ki+H8_`G6n%cBT}FEKJ9!uj3ZF=jslJ9N2l#! zP%h>Izrzl!4aThN%>gO{Qt9={NAjw!~ELxAnD2ue3wBw!9&>uKEn$Z6H{ z_2j3w85GMJrp9M>?mAPOjScg=c%E4?w&>*wi2*?_|FWe%iyT`@dqnO}8eG`aSGFoH zaCTMVQknID;Agkn4`IINTg{7t9OPt)6RGL_3v!8FipaeTZa8w`x#iCfH{>H@()&H| z!*#^RD>~tv0a&}-l3A-2(%{&iAgMNUkU~1MGmCxN?4EBtS$GUd+bL$p-I&Wk(Wx7< z)X7V}3qh{mKi&!v^7(n|eCl&ts}*GM^?Bs_OCC#m!t(ie^DPPK)OYnZ{j`1uCjJl64mpu- z*v6`2+jV=!`--yQjl`-T?t#b_RWfzzucJ(ZG5Y0tkBKq&jJ_{;5iIXNncsx_1NP7t zqdz@2M>=};o0d);Z)o86GaR26n+Tl?&kCo{`NnSwn?^YsJ}&#>XIMA3m(iifJ=+ZZ z{!gsonJ&aXTG(;oO>(S9D3+FCOjuWaBp1TVb@sbT9(Bq&Dl{eTr0PgP(|@h-9*&LK zfy?34-|(7M4k@V?bK+eC)64XEaVY%fUvB;1TQ)ZMtJf;WtDLbeDq>&a2!S`x$qMzIWoe{3xk3Lj#7VchM8=Ph3|& zp5DG~PO^3~m;O|AXNk+^JIP${c$zHwvJljNpFrpdxub}uTG6~5D{ggjXQHzS__(eP zzW_j~{`nDXiVKp95JE_o|B0zkC8SluTeX?6gn)oRQk2TxNHeE0>$O;gAJsO*ak{^G zoA<&fV)6?G&8bW>xTvDTuPM2EOA1-kLPXvDSehEEmA!lLL_J}sI7!APK3pQbX?aZ5 zV!WY-|Jvf$;Pa_3wt5mJWnCt`CU-E(C_?ZhQ7qgDu>J(u~lR&(t=!<`|VRrYNDv+AL%3hjt{KlcjDent^G_;$_(jw^wHC| zmy{C_26?!z!vuamyZ%68rm{uR>df}n6*==;}%J&E5r7wzqguMmHKZa7Fel+Zk=&QR{`8v5jKU5@G3R;=;I%GC1@H?M@soHC!BBqaoeZ$f-VR>hzVH77p z=n~>!?ybkqY)!bK*A(nsgxfX65@eWY)i-%oc5HuVS(Lw8d1XH6^Yf5mMdNO7 zQY7zZWVDtma%HP$712BAAKiA@$}7bPW{*1**Z5`TqiS6cl5r* zMCq(PK+ghz7l6PgzK?g;%mv=!}Kz-4RWx=23NS1Y#!HOr#xJX>xM~COZRFYQ? z^5FhGUyWI@5Z#}581XdCWSIFAAh>w)0fxIkSQgY1?={eVw}==SH%g-#1;j zz64C&%D~{E1*+NQ5ZTqsnkAEqds9@;lu$9I6jE(zyT8LHbK}JQ#*_$t**C8Y_m)-7ZIE0Sto9F4u@jSr zqctKqS>doy=5r$}-M^wGnshxJs%`J^2(VrqQTC_3q0jBgHBioP9G|#67P$8GYWKL? z#@8-Xm4^|GmBj6XT2m@~Fvnf> zaeCf|l*en6Q34YnF?`!#0{^MDqH8v>6=?E?P6%%!Vq3I!Rhe%j(#^)6wVc(r`fTqL z`Pxz0VV)&(>&pe&x6F#mF6&mM7_Kw#PGY0_H*v-8u*YkEcrcX&e_s%oAw6rNs(RzV zqlL?L4qPJj+uyYx!f)KiS(($hKk`B2G=nnCFT8$#lQM<0R7H}=oOcRku_u0jby&E( zVs)?h*c6>ctSYZ0wcljrpouicZM@Qmj0$ZbBEHuD4|t7yh)k3q+`5@~!WkZ+W&;2F zz(11bjdM(o?N?u#Jkjw%v)at(bIsL2)2c0Tx4e(57NR2H&fGWQ`bm%c<51>HnN-0b z85E`b=dG}M3%!dwPx4wgbAJ+M&rRN49-Ucxp6N2)U<^apt6z6?hHoE`dW0ShZr3xb z%+6)+x?R%IwI{yyO-oe7URxhsGVp#a&gz~Rd_GjxhZ0iz$Ct8>A(q3J^veYA05g&+!%f%3(_ZzCcWE=x+Qhrzcx&$q4qOUt1=J7x94 z=KeA1Hvk68PxNbjEHSATLyzezxcgZ__wDolC@|GEeSK8XKOkVo z&o4MeuMmo*6idvXwpbDsHB6$rihC%E95NDW*UA;VOBH|Dz#?*}eq=3n0o4G9q2{vU z=mhChDYlK&-4m`cidVjIp6wS<*{+UWwb-|BuR(X6Y?pdhm1Yn{Hz58N-VjnV_ObZS zS&`f#Rp!XmE$u4jNxPZ&u52uoP{nWQBPxX03qQpi+npUE1pgL^qM#AOaqO;-=tQgf zkyZK*=F$fAXBm;MkFg{#=_8iuT7c_p}LUBMQp1Ts?&m^OV z-8}Q5P`gr%YabSs#_ryGXm6UdVtlW0r2fusuu&?^Gyd3Qs(akEfQ$}>;;Y}&(;^1YfNE9w|#LHyonQ<-|o zRwZ)n)O_gA)5uZ!B=4oYcGdNOPhtpPTVl>7{33c|ZKIBkBnu%Z&k*$9;!F2Xl^N1U zN9nt%2RRjfPP0ROp57tmxKdDb&#woH$K44<{IagFt=H$FUYkszkDWWAU+7G6*{*m>Lzg37Ds-~zNiAZ#zLd0F*C6mEbyj%+RC@WZ&eCS zP%xd6Ia!5;WArQU20v>F!XIQ*`F3}=r{04PU47d$o813eN9XXf>4Z)}tujmE^BR7B zxRPz#q4LUIPA+tI&>3&*2WFnc?mJUfNjtR~Gh|;IyXbGUIC(Djw(?oo8Z$%*PF6Ap z?ckLBQT;*D#0?>1QIP;c78aICvs&!XUZrG?V7~3G_H( z`XW0G|GgXDKiOdW;KB4#Zn_jxj$Z0>!l)}57lnA#ZW7phMDfY|o8#iB`VR&dCN~%P zbt(@%0LCg9bH4a~o$(p6c#a9|D=i(?)hX`kwG_;2xjOpYZ9dNAjiFWxY|~yMu?o57 z?7Ze|`Z0ReX78Uj2{Q2#|6#UJLl}BiX;ah&2wCU>nhr zUk`aVA9VRfF?qDH;A?r_9l`e7H2r&S(f>fMi59x+>sL+vgu^gIl;hrki1z=P?VoS+ zEIq~5Y40X6vgqcd!s*c7X$+S=;9pbMt4OCrscbe<(Z#;j&9CC^`;w?{lnEpDSU>IT z%$m=6KTJq$rlLDEPD(qJwi%)+e=mqT>+L6kV>pMOBPHWO6*Ha`T*rmXfRtA>+ucEb>Py{K>dAc+A(yE~{}m)-Fm z$3()&EMbS}yo{SzIv=}`wpJ<5rvam1Cb=#&O14(0VqfgMajsghFR#>pjGljmac znj*wdr+@_)o2_X&$>bAcfYNds9(8MlJ3&OQ51)^ZQhMi2aI~N8{yBMBE056WGh8$! zR4gL+^lcjI=}R0N-_r}NE}@3s475^c2wUIv&K;GUH!B8HtZa|$wYp)RTeS6UlUnC6 zjg#0X`TiX=)w}oH%&=5W0^QAGDY(#u(;w6(@Ob=@#B!|DI43s0!tEt)K;h4jv-s$q zsD`Z)gbIh8t9SQ(_Ei+(s8vhdT&}9$a$fGS%`_qs)RG8-$^RC`!lAFzd*=z0o>m4v zfF7>m5Gs})-3wB(_LYW^mhb~ibi?Orq&)CiKd`|Z}*H${7Y)G zr`)9I$kchEsK1LS?LvNoJN45qj1Azf+-_?5rQasD^kEQMVlh_=Ju{Xipay={R9(Ic z)xq|sct&dpv+|hKM&R)0)4eWSg{#Dqqc~v?tQWstt@}e1z#yYZqdFeAnbwT$E1>?T z3Z>iU-D8w?L$RT(U8vf#pU37}=!k%8Jqbr45Vt~YNTX|M<^@c3kNcOd@$f%l&3RK; z)#{W7dCha;8F@G@4P;{R%5!h8TYAo{0Lm`Y_6N8Dd}AZiJ0B6S2*mGIO{c@^jV>DZ z?P#I6*r0M}JkqYCE1^gDO%E7vX+baIfl3!P(2?Ea-kpPDKYe9Q=YgJeo_Tzr$b9I2 zsdDbngfgpGxoh)=3HJ+*3%GIV?3%Pt;{H?w5HoEi*L>UOB0B{a*0o+gnppkKH9?LH zKMIY#U_5C6ZSoTe0I1|&S5!E;*q0i?V0@KMXZ6yPdoK+m82lP*zM0kQkYe)g03K;X4q9tjb;;OWe`e{AoCc8wfmcDtJ` zaqeXxf#udwZPEX8ELVlB%J*e6NZ#I_PgpBA#4Vcxk^$2Fz`LNncqS8qnAji2jX&`$ zLn`C6|E#z~ko;#Y^Z%FU2%yfUv;2CHjPvsP#s+)Kq0x*$3^dHv5DI*fZJ0M&cTJsf4Z^hY%p-4*q~v?2 zn9lsVlKj;l&8c-TGFm0g*T0$~AnJ-e1EHXbojAMsmYa)lfghk{y1)NID}6!gxuXrU z{;x->FWIoExB~&GEllV44Jkgb9pQe{zaQ4fh16s!>y5<;oc;CZ%=yV#{_Il!d6`!l zX4N9WA;CH4$;IsedVdsL3PGdn;ujIPFsmm7q*ObNyx|&o&C}Dfj2ImHy#-wrJ$p6f z6KS%_W>ZjIy*JL8a70Hca`up7h!qmH+bfGTw`a>9Y~{6@7#_Bx)$a_O6*mw}A?-lU zVFc+170%<8&Ldx%CL9R3lZA_x*lxfg+*gbt^Up^uEmuM#*ciI*M(xUFNC*^80tGM& z#C(1+(r4)NUC0y>Nn8UF+h*50B8}gr`p0`S7pBcF6XaGwS>I#AdbqC@=__wfUCuLI z`K{R%{3TpW@3RyFfe;xP=|>n{>=2FuZAc48rt)#_hdjT~Xf!l}h6imQdt33SlwJ+Q zIVyDnfx@-%Gp*JvrfneTqeUBs*x9~N?p4h(AUd4jmbI~9Y zn{i`A4#6o3ebm69*t&bsZN-p-bWI= z=1-eWA}q5O7m{6R>z=5C(}Ejb>^!7sGT6KFXR~d8Id2iFP^p?oq=w4q5yjOnXgHxv z5v}MM?&R#;uv*&fQ!)){`s(3=<3%!L2G1Jxw6Wd7W%0Mm|M@Yl;|j%_+C5vo&+wd zqS((d7~Mmw=^HDDi5 z1f{5MeJr*iyZ_sStxQ<98R+**9x34Mn5+!J!U1Cl6A?&Luyo z3r1LnrS@Ii9Yw?6cRoTA8#bhU^?AaB@ot)?l}{3HO`8Y^&KyMeqfYJKJ>!dW^WY=4`VP@fFap! z2=*xx&0`wHfg8`ZMU>g~zA3&Va!hBXw=?E^y3canPC9P{ug%<{kAimb79RI2pNy8; zb~Bo;IQ@QJ&%uAyN9+wC=tP9-W+O{-gXe9<@!gsyqY`d5z;T2B`A|_IUA;mWcdf#h zS3DkK_<(Px6@AYHQe*D2^gY||fNJ{dP!S6d%j`6eqgSIUY`fp@tYBD1+%Xm*Qilu? z2zn5wiq}R1@o^!iGH}Nu@{cH$Zv;-BtOjPV4uS%(v}R6K7+?YJrep0<_wtN<_Lg!n z1@~=?f3B~?S4-M^);C6ygU`q>f65{N0oQc=1V^x$YlHjF@=&sjbCRTepG)0Z<vgW$ z+T9LM;v8-kPv3jmcFLX+u0Xu39yWEN0x@9k6~9Ypf#gU1RW6}`cuOBg{6a4zM?YP~ zb*la^zkiM_xrd{~D*^R*KHqgd&Fdjpv=Bj$5fB`cb~0DNWXtT)Q(vsFm)xtz_bEn! z^kll|CNlyU*BFAZvy*t-a_6&&Zkkffuw-FHJx>3^AzYp7r{aF~J&lv^xM&J|-S*P` z9rO6zj(3K6$7(Q^+$YPdn$(dGOYZR%MZveT&UJukO?K?j$tb$hFny$5Ww_({>^tqt zB`XIYIl9RnYZaIyzEyXw4lcUD$m7_)`R4?;rRC+?#WY`#j6SBBSGibFh26%TtA>0; z8UEwc4h><1-i3ZnrOn2c-~pTK85=ZXNT zj7@-Qgdh0Rd`=Jr7y7ZdNY9b(wXEAB$5ggIaE_uH0iCs1C6BiFgH>FbsBxRM{|f9- zu0D$on=b7%EZ{L>-E@v$)kM?* zrZ)t%et|IK7yJ)X<6z#MUUyBf-6xG0EDmexS$<>&NJZV$P7$vate*m) zyN49F0Gv1!K({1tRp9wfgn(1WK}%$=p33grG(<01rZ=UNN~J<~J2dr_cLpDpBn%tB zeznaJDea-T0&qsDTKS`-^GnSKAk5{aJbxpKLj1fA-2;&JjZ`V@EqE~aYx2}~j+skM zD_+TW7lWehsGT1aP;SZ=^F7fB27&`|i`T!bPa!`)|Db$}mw zFq>Z9r$I;L=iV~9MZX>tmqG}E42IJPMwx|TacD5gl?0o}t5xE4tEC+cDDvb+&)uG? zhBfDia?Qt-;|!c~bxAnL8n9A~QaKs>tT#y-;N+91CN<_V&VEr!TOAqZk~y$NMQqK? z8?n;SRo^Lm8fZfTZ^p`?YM2=Q8CgI9c7s+L@T{K|1TDA|V5>ntj|Yg?@D(%co56xt zRFyp-AAv#;5uGBBXTau=i4}M^y|$sjuOKy`8BYY%k51d5_pC+vt=g;r$@hzOb6W&I zgApcUn`EcFY$yqwuKA{X2)6bN5R{rfT0_#j7f!j^e6k5;G}!(j~_I_a^Wyt1B4K zZ*ZD)v3GC2<<12+#k59rs-ovjmQ#n8Vjg>8{jU2(wC%_SE_%0)am(JKV){pv@?R$f z2aRM$`c2;fNUf2!4-1NYV1jkR2N}UABY5PBR~iw-<*^AGKy$mCHqd6tpmLyrXD=QY z4-naqgfS-oH`@z>N|5U1&-pYO5v6$|?djJ8(NAO?J`rlretj?gmI?XEiz2mxSv~`O z2eKpP=hM;Rmh~in=@N)OP+JF)yjPhS_+#X*2Yn4#$51hR2w8p#ia@5?Ev>U);Gew*~n7lN>FT*>K4u-Nos0lBJ#AC&uiGS?zX#@Yr`cMqtX=U5dmJc|YvLC7?H5el8Wo@rGFhXau9q&}HGa0j# zal?xcpfAYj&}At4u-L3>{Y^qg@aBhFfS9`7Jq&FBzPHySiI$QDCWeq&sb*6`j~}yn z)pKA1L8s;$7c##^F9P~TSLXgPct`*6XUKgUAFq4Z$^mIwAXLOO`YJBn})bG zAKG(XSzVQqh12lqn3_Gwcf{L3XOPC2^K?#~_Xk8}Tp$Lf0z&$t=DPA)`2c7?bcHlD zG%);4v-+;!VPv3<@zaM1J{wp1%B`UR2LT!ZZo%Upe2~}Dtyj9~XF|lu-IeMWOW%`S zYDGKTAmvq6?84>~fQ1UDC%StDHoK_o1DhEoHxmj|ff`NI!9pZtDc2M5C%euMZ6e99 zaKGZDsm3g(KS3GzQQ&#l^1T54`xo$yo-bY`L_dGx3#h=&he;*Yy+ZpWIr+iXeW@w& zSQ``cF5m{gvc#YrFV&trM+ER*l$6q0=h05(o;AnxY z1G^Keuu^Nox_hx?!vF&GvrGV2PbW_-PLbMV+d|4uc9MTuZ1`aQ3K96en)MC|I;h7c zBO1KX`!rog%!c}>#pLYR%EFT0Er9j?AsDd1h_TdlPbQsIg`L`! zBK~EOQDKB2CkX8w9oAp=9)RvHKtu9GQ%}FYWXAA@jPHk$xw-A(jr1`L@X0G#54Y{6@Boy%JShHD(qa0^ax=hVC7X96=O1cQG@qst7tX8TUXQz?Cc|r} zU|tPNx~|L1%X>ZcDvbWffvLxTZ)A0R>gUmTs`FU-^8WYiPDgz675HFm?FE3VB=g&C zeX&k)Y?fojn7iq|O{9SAIn4Zmv-)yz)>U7^>hxpM@=$(qTw^jnXz=+7IOuxKqR_zC zbr3+MA??q=AqW#12&gPi0SjIS6#3kwGG((_I41w_=l@z)05ewg9|B6iE_gAcn&E;G z!DUII=k|eKjr+npB{IRvzFL<6LFt|9eZ?BX&AH?G-3yn5sc$p-p@f$7CId`(48JDe zyIOJ>zQVb4Ty@%?r3YPY4}cDke2@@;#8A>-7Kw|9oJ|4nU?(lPwMlZmbYELjvmInh zo?zVjj(3AOqX3sv{_&EhwyrM3&&YEh*p7EKSN-<30Xv>oi}wCwgEAoHls~CD@%Lu4 z+`y}6tj5Kbf-lH?hJk`N0edMOee$#^|9-E?0y^DQCFI7V`K~xXFG5BWvmzC`3XV?P zt9Tr@Bz7dfOM&kdaZ&ugF znw|8-POeTqxw#q5b?Ar^4&0Src;y&&_2Z9~aO?V+rjBL+__Lqy=J&ib%uVyTP+*qeS z+jJg3jCtZKAwR%G%LqEcVdunI+f-~?aY5ux)MIAV`VFKtN<*K2N)=<_04fR_$1J!+7>Z_ zZDKC^f{#qKD=R7zp^rhLCdp({XzD(oE1TH)vfZY{)&Q77`!AdT_SSUM2yC&%H~8~2 z4N>2@DUXVWx?W7yx<^ZgG~5+lMg`g!xVmlty+zlJygi^VtNTRbd5$!kb!(Rr2e6@q zOB3?VG~IK`8`s&e!k>+~8ag~Rr2_0<>InWR>j4U=AoY@%b6D!1ft)i*VHuBBr4OXj zjx}yC4fHk%oNXqr^AnuPV_?FoU-WmbJ~!rxFvu&i+nDSN1oCU!6Io2q5rvKy`M!Xj z0B$?AI(aI3TC)diV_;iA0OPn+Rh8#Wrl2DsHr6LqZGhMaLT*6~bwL*84GJ|7J;k;1 zHue!{n;0WwPvRi~iSKGfHGo2ugliq;i5E|VHHE9sZZDb&pSXB$6CCw9CpXq4qM5a= z!WU%!U>3X<>NXp|E_8+G_4u3C%)CCPD?t`fkMi4weAwEPp4Y&d*mx5(>SNC7?zPDx zt=~scbeuN#>!c~|jyV-ev)341NOd2+PXti-C{pcp=O^}5aA#41rvzGFPY-AMy(c zHb65>PgGR}8s+7CUm7Qb+7e|}g}*R5uz@U{MQ~zASzCt6ny4P zk+}0&%2)iI-;%afEug}n8?qYc6D&vMrV+G7ge5)+1GpRl2&)Y4c35@-aHrnsMcr+n z>B82WthDQ$Ku7?sl-&NKW%djPBO9T|z#kwOfL36=dnh;+Vng{dwK?o-& zmRMH|14inr3bK8{r;SXPE?siB6C7t^m|@7Ehbla$b|b*|taa;kqR+ zmJB6*1^gKtR>FH6Yy^1)R!G-66sK^JMwOqlnoPckF2hP0%#$(C z-nmDWfK~|0Gm}@#(BLMSAt)CYyMmbP>ebBeQZxVll%(B*FTWOlt}}+bw}%84lC<=b z1@N4@#8(Y9fb$SQ-2ppMso2Qx!3GB@GM0%a=-LOEg6EYY_dVhzK1#gAwdjN%^Q`*yIAMH*D@^z#$!~SPX@8ardH0wV4h#YuKk<;P(wCo) z?PyR-?z|CpLJ+pu)T=Dl>=hShcrM~~iYwqC08G?Y<{PiJ3zPvl@xj-RKLm#q$Ts{8 zD~DznrA8N|eZ_yD9(Tz6 z@zhDwhR5gE(9S@LR-PZNdr_kQPuB=M?e|ACSipOAoYuT8%ZP!$Zhh(;QIcm=Ooy>p zG$>#(uA8DBqk5+pBjio|btBY43Zy@$$c;R|CJ=ycjA9lt`2Cv9XW+%%vP=V-h`ujg$P1J+`{Ge$U+YFnYYy3=Xx?4>vlx z%6%BsKRXv>f4ESC8kCPz(L&GXU=b><4($!QnYYK#(Lf^G=fA$bo}*Mdjy*UXl)k4v z(~xsLZRIhf=sd)HjY*`AxzSx2VtZ-GxA3g26>cC$>DRV_UWxbJ^GOW{{}kGpO28JQ z@ynA=JHF|7RjYjl%LtBZL|FvWgMlqqmW16lJiA})DR#jKJIoJNLN*rSwdknHB=-WB z`C!*m9K{vKL1{;BJ3+9N4TSdMUk4#qoX3tqI8~S+P^tqgd+uvhUL$Iyeh8BDQ2Prd zKi-^eI%Y#rEKU&C%pb}86w}}YS*@|MpHZ;zg>pUvo5b| zciIxUe|tfrXsrg57^AB(w`rh!vBs78Tdid)()e%56Af4S+)0Z?$*I+_eo_9waWIFf zvqktHZkC+We(6*;h>86bEsk*}h+t5W12F3=5z;?wcYL0^v z%a#fmE*NE=4nRyCnSLv5DQT+d7`ht0xVQ#CtAhKx zsm0RE!8H{7!*3t*C9_DHljN8`|aNZLp5 z;EuuXxw}=qkip`{_V#RSpb#V%_2VH#%mgOZ>Q|=Q70>i!IqI@_Jfv~J8}c-V&(&i{5#K6ZwHMs*Rg+ecbTuRrvIYe{#FYL%{V{2C^{=tefPs~0n5 zjB+r;151kbqI^CDvE13Pqa)r{N7i5le?Soz<@?$>nf*mIi~d5vrCs{sx7 zVm?_W&9tgdi8k5H8wo4@9w_2Su4Y@FWjTC%i8raCThzf=P^GV^!MA99mE}5cufd~W zKmKEe=eD!_kCOzu2B+xTizp_qetEXWT=bN3b=8U(CezRYV>~ozG~eT}Lukl)Nakc} zOcGUI4f|xg6qC3|QASyDJlK$(V0}C*`SC=IOnE%+v?qmx}G@72H_e-59ja zw}XL-pO2(dZXGXfSQ*h=&b$%EUF8R;|FZfy0Db%QgyU;p@2_031c#+?Y@^H7G^+D@8M&P><}-EcNFBOn*JA9zBIP(l-ty{ zuWSYJ4q=^R_?AiD9CLz_x5NeBXJFp@G7Ll@9gBDfI9Q7K@SSI>eDKN&I!RjWUYY&4 z2PB?CssoKjG|pU9)?qgRw#IUA3HoDArj9pxjV#yB@i_CiZ;Ph8&Zx*fxUstMuS%Qx$~(s{2=@Tm`s0()WG|{M{FJ0YO^eNi2#`Nt z@dsy%m`4oYM;f)ootYt%l)WjCQL=4Lgqbnb*Vk}14u3U<44k)Rx|pPTuu+T?3vHxw zsxnQx(Lr?NuVsfk5qrXJ@EkI|9+C#x>3=K*Nh%`vIl(fW9B8_xQcZ~GVc=q7)Jnwn`gY)6= z*fGpgkyr3ssgK#UVtK<+ksxSNejA` zT;89K_F~AGcmwX^T0=!23M%9}X(8H$qY9lb9Em`G)BRR6;AP`tivUFXVu=gFU9y8U zU-=Uqu&zoWZ#;CI`b2kXNgo$9Q8ZgeN;HJ@_pGx<#=6hb_|UppM?DAa(iMrDuCt#f z`AC);Dqj?RD4fI5bgtoUkDL|TojMxOMa)!C3MBULqJ&r;=GN*s-UjJzX8Rk;+7VRM z-tBr81qb6iDYY9)zjh;T-gh1i$JUrB@H_CC4=8Ni0X4Jc`z}ppCV0grKWhMVU|-t$?FJtrf9*`% zJ7_+p0I`0`N5T17*#g&63HsNZd5D{-Ek49t|BI+j{uLFaBkkiHWaD=JFq*P8CZrP2 zcY|{nO-yS7y?Hxgl6eLSTkY~eKUrH+LwD;jm_cnsLYGK%NK@m&GYHf%7wu%S^a^L5bVro9 zIYuuG?X!F9;`|-tq3$2@YV--$G;s)Z-5)!MV5}kJe0vyk{!^ORWQ=)?$$@SyL6I`9 z#MsVET$gg7bCWhVg;G7) zeWO)HaAPOu@!xepkW*VSz$83msA4a{JfNOp?D`!y(KRCx258%j9hoD?U*Brxv4bSJ zjItRv>n-AYKJJ7u(W6IXawd_6rhYdneY5jB5&GA)Mr`zn_XUvE-c6ku|sm5BgG4;n$wzuF`6CIPWp-Elw2>|m%{TzAdOCY z?^-^o9!S~-K~9je9@ajTp%4I5>GP^&m#Jf$D1E&W!|lhmI|OKM`3vZXozVNr?|{fo6)FBTq`%Xpl_<>` ztX72Ldrcrg$tuy7oq0fqNZp+p2J!i~$7q=n-n$k9SxbA1mnpZ1i4m38d)^nBFMv6o z(6mKd=O-4@rVcS8V8zajvHF^RNXMdzy*pav)i=BHQRqTV$XD{x_BH#Us_2WZ&VU<) zl2)|7I;mx@e1yHXsNWubnxAXBTv3DkzU;t&beG_p)VMpM9oo#`nWVvu(dJvjnnt#v zgp(DHT)sn(aht!Kr$KhN=D;q(pkELI`whowPGq6OP1jn-{OWea1^Mkh{|usIc!~`H z3}cM1fK&zfd{GyG_E@N?|LfhCf7E=g3@Th-5g@vBc{~o9sfO4^w%Jf?%>0{s9G;**ji<7EIcKn76q%{>G*^p(WS2 zKtt!>bm)e*&^3GeZMy8g!3%suyEen$w@sWK0j%&}&VQ|fWCoarKTOLeVN%zBGxDk@ zjuSj(WqzBXkGv7Xe~IWfOu#K^=Be5ujg(n!r2nOoFF{@uyd*t~v7M=l{TI4fn@|OX zyTd*Hzk$KjEJg&3_&+*1HVzeLub^hTW6ZU6aEk0A(Er!_W&itqn^duDpyOX4f#(q= zCdh>j#6WT6@7Vs@ZI9tE@lk_9^i)DI6BB(OV}bVx2RH^I-~jW%GDZH&JU^V)Mr|3hm~ zsTH^dw}`)H@gqCA_A}~#CNU1`mi}unpu@&dqWPa|Id%(BZFokgBn|vz4x*5&|Gp<; z7a&)*x&J|5x--<**84ZPMRL>rF9-Sm4)A}w`Tx5P0Ii-BMU9kSTR37#Sd}>%?PH%= z#bnV~o$iA;#T>I8O5(wj?|7cqxaT!&*&gOrm-WgCKLbuyW^#YS^})fL*v&g-p5PpL_uy7*v7351IxMJHf$=CzA=Nev9k< z75|jWn>r&OHGltxHFxT*h~Uol)vjxQzQ$&UUJo7F2o}az+0_}D6CIq2`NqY?X%sBG z(Uj_JnP88w&7j%6jUKL^m)@mY%M)U<>p1Wmad>i!jHI>-n7N zn^KbOK9dBOR}m%r>x;f~`vd!cXrH-&GvpjysCI(fWm{Z! z1kXt9qC`cHIeOtS2wD7lJWw_0tNlmh%OMtvFF?HZKL0yCRUphtpwUEm+!dnv(cac} z1zgMD^5$0k$lkdy(1Ic*9{l#*$?L=X_3K}WJU35nrtk`SgZ8P15gTWBu7}YI!ePOZ zt4nu`hL}o7u*EhQ3qXKGAeLw2cI#4_Nixsf)#`I=yP1xlar~` z1dmci6zke9kFL~}{+UqxW)Gn(nYl|~IHE*mas^9jHK-fQEc;$*(6izI#wzoY09-V6 z_j)FE7Ao{vbB=$0cJb~9L$z&T$-Fz*s@D~dvBvHWDM4<1U|OzYCA)+{`5eMd zB2Bjt;aqI-FG{qmIrZ^<-4EKFdtBbAZPhw5<<~vX{kRtooAt+>G*NM+YHocewpPFl zyqLcP;E*ETudl<&&F+7_a7xOMg5j!Zg%@&od=8{`yxEOdA&<*&h!2mmN{ON}o}Hh~ z*Lf4#d^(`d5vr8iL2fd7(8_!oA4IP)glez`(iR%Z0Twql4Ch7vlQNwCVSU(GlHCBL z&k>4KIaWfYSSh28{=+)674Z2C9lHyFwvLeqAY-*3C~;J!N@KbUtPnCkEClO~qw z4qD;uUa@*#RFyVljffwH)+8-c<&a=urQbFj=YF3YGdnhiJ$_W-3Q=S#8m^y-e7W50y9e_|_bbo_H$g+rcP=8C; zBX=%tCFMlkoJrWj zjIRLv1&`ZuIoQQas?N^AxjKk$M>*wJ_9XML3w2XLZP!P>yCb#CFG0^k-#q2UGeC?T4B``H6KIiY}H-J%98A#&R9}tRgVb=5-WB#Vm z`AYh2rQF44Q|*J5TG}FX7<2SnXt*Mh@G%=1?dEf_@i5~fa!&uiRh!%&-oK{S@E~Kw zT##?#!n>Kogyrdl&*@X3#o!lgH>Z@f=O!noMn_S zy=GB;+6Rt~qx7_bx*b}p0ZJGxns2C=9oBb%2cj~T4hF{S%H$S!@EiS}FrWbo>FB@^4b0Pv3JqrT;6sKVog}Df?ffCxswYP0$ zjUUJ{hNWu-j(H=E+=a{VQ}wNDw&RpAIbzV$t8^a7ox`pB$%u=^2esK6%hmLCIMzs< zDs(cdkUo`9j|Onq4fOQjvBHvQof>pl>X+HV7{7HVSyC_Ulv-XY9bxm!ykW5pA7WN`R8;s+9O<&!&4ogj9% z)=*$CmA_!hgZeR7P=kQ5KC|YInwH{XHT_G09!6Uj;`US#wdHS63P4-H#!}}xPuWzN zn4MMECAOI+?=GuqN7`njj8Ga>%W&U3Jbr#W_JN14))Ug~_>5JCu0)+x$L_qV!GPs zr+Sl}{ZAJdIFWr!q?}+A8HBlDA+^@(sScd*h#rJ;L~c`NJ%`6X8Nv>96^S-mTP0@i2aMH@t=j43I$5D|(hR~Hri@>lUCB`(nu z0WLVGw1kul^oFCh`%eUJg?mZW5&CMDM&eTmnJ&qR?cH#ABzAOL(7rWSB|+?wmX3YR zl@s-Z3X&RIGmjy9&(WkqN?v|_wz^tfb#{vKOIJ-bLp+B1jF?0BeP{gASwguCq8pRt zxE5v~DiUc=T2@mjDCK4i118MKCd7eoh*OF1xU8|gGj?xI(21vm7ku>c;Wk5qMN^c| zGFz~TN&0$S#&Uxpd(!^5HOqpSww{$wRk6WHnKt|&QsUy7?1gpl!ixw+4iC=Y_~$={ zaRWN#@Q$v^b-!@qA~u-{c4;|RmH4~j-vkaYr=&!)BX(Ih^>`}^t%rtkDjsL`^B1q_ zy2^;s{7l`s!+pw!VRmD^uE+yOOF{3$0^tduzIfjBUz7Xq0-$+QRZy z^qq<>#jN-uS?qGu}(k1F*L5dpmQIMmqDEINgA zE*?9qugbsr@V(+)U&m4DH;aU>3FG=qIXm;kq`=*?H|^e6;g^p+MK5)(oP*sDcr&y9 z$qy|?aa1^Jv6ijXeulD+f4**g3m=n>ysRp(PT>_zbXt9?aemElbyHIkoa&u)l_Iyl zgI=ZT9rhx_2QfXbn|ZBT_--!+6W`8mxp zxo9+I@@CF}1ehc{>-p8r6kuZHzwm^?@|iq&Vp0;RxrRa|qH&+kFv_|OM~V;G%*IWG zN_-mXFc_4NONfzhlPMk?CdIRUpI*^X#z9sHqJF`AuL!fGkg?w7<=~K4hB{5#>~4di zo{>72(rcEmjJxxdEZTkwvGCM@g|gy z3UTc7y1Ut9iKehe&aeke{?{@a`LFhu~$6XyDw>BSt=d_g|L#Vv!1~26b;W&(9Hde$a1zI zuk*EBqkFXjL4^xjtP;nb*Y&vKka5oXm8ZoUa;mPj?iC0yIk0#vNRZz^+M^~(;m^v9j6u`?>-{7#0}tZ6l2yQgth zUJ^r$GjDl*)Fq|$2MO9F#|(r@JiTPV7*|UqvBEX>kv=h53&1+4HDoQI1|EC64iU?! zGFer9R)`OYQCvsdJd)+s!rS)aG%(SapD*jp-jgCdbC^uioz><#h5rgzVaQ-;2);{Y zET)FtPl1w)(ips{M!Hk?n)oJbzvIHOD$(oJDL%e7OB&iNRha&*;%1E9N-E=ogyyhy zHw?Fe6ltZt+xje=G6?NsXF;i%GtWg`*QkZPPeE<*7Pm0dD=OgDgUdflBAAp`0m+r) z@e^~8&I)=peg}XmqhbUAO$35B&Tf1)3%^(u(wAx6YbtTLAKeG>rj6<{qv`k)`j$HO zX5=w#_G03j_cl5WDja9@bas||RF%ouP7d<$yGz>)o`O^~^*=wr%#rtaW1!5Wb>z2d zb4~OIlWF(!2?FT4CblRRoZWPVqrI{Dx)RaW7*!SlhE_|>nKv!#rn$@=pA|4v%jE&P zv^!vy9H)eroi10~mzwP`d#lF@X-+1dNS+5;~cA_8(p-(O(SYr0osQvthokM=5=z)0hO@Y`NgF!GY9>8riELcT{ zf6e@g?GKs)ESb${7RKnCwid{qw;#I#-{(du<3#EbOMJ^U`SM$;!o7k;@f}uI7=hG| z@TkIkuXMEEcg3bYYI~&mLDY>|=fSz1wOMAZdt-Sswy`~Vfks+<_QkJNrkO%^D%ipe35Tdw zZ=<@3iY)8F7$&7PE}ldSKG@pl5TIz z#VRHk!_}YO(Vd-D>^Q5e=c=~Fw&vMF#CYp-$8`y3M4R~@e!i63;5-oyYkh^5la zn6gVTL?FNvpIVP~0)Yg3g94oyo7@|kqt%NV@CyzG_WT=G^e@Q_s$AIhiq@W!x(#cK zb=uF6@Y;^niAcbZ#46TCPg8bE3f#bZss~t^gG5nkkATbIHXgvEXiS)Xm+QatF%&?-!Kw> z7Ua)3K!PBkvsX3}*I$q<9G7FSr?4qxuelV!4x_VqZcRF(y7OEk>E_lYIo+_)b1nwq zsx^2;K+tdf3bXShfoYu*H?)D26wNwvl}Bs8yz1(hxuJDbtRYLnD15!&5lqMSGFyl1 znkL6C|3YHSgTEM)8c(54&q{o~uP5TbTVV9}Jk6mc_WUdAt?K6=`-Nk(q1)PrkaCyt z5eIBiJ(T3ntu}wXvf(kd+=DK}+Drtu=Hu zI`))svVXPq;&qSIv0HMj$%{XCEx`tNFk=;lHcyl4w(9?2%38^-9{Up3I9m zK(H_xB!H}GX}^dmlf0++Im}*5pQHIEVePlbXm4a`U>W>T8Q zpX6yDI6n=^>kr2Fu#!JH=sG%*Jugf~?gsR-)ZAQg$S3t~AiIqFy{`SPd;4wbmc2D| zevR6D(`OV|trP^{xUOt*HS5wTQE0XyS7Jb}xKAxonz26&oL7-bL3>vzyNKtf1kA(J$EP<@z$0ldD=o+8QtgQ-*NeB-=Ud0H$4M4W|)1B|2Ljd(Lr) zh-hBwdC6tmgGt+sq0@9q-H$9^0&xFg%UJ`%ZfnAX!$&D?-LW1&@OBC*$e-O6>U~g} z()?XMoG(*SGQB6dN6zdDqW- z^1xTZe)uD$=Unx-Ofw{h^veyofTcJ^)(f~&x6D@=q!yvY)89Y5!1goNuSxyX#3N=x z%l~Dme;S`rWsHook>(GN=vUb-aykqjVF*S1#2n_Hnet^)2^a!4{Aq>skw%2sL`d9^G}4JZ>iovMINEvDqQY zq+5-}ocv(Z@sR6I(yVHOf&PHi^Pi$3(v0oclZ_jzG_%ayDXwyQz& zVm9sZPof+SbIYm@m<^5x?8O@mmi{(o+z=5fl?fwQ-HATU_!4xixJIWhYArykNj1#{ zDhi8~eAo8M$ZC$PmS$3|w8C-f(`$S%VLO!@$pwp9%HM(l7OHNT7e&Ryun*cnSFt5e zq~5%!hr=%=ua+cd&&Fy5VdL$jxm%*eqlIrLU;pklXn4-?M3Qw0SFBY5izIZn#n$@5 zoveGUqSof)oj{gA`2f<^>40`@S+|3QsUZ@p772IW@>(kiI<|^w#?fTlh08V8&Xs|| zXK*W?^}yXI?L#CjgJ3x{@GdU*r!slU916UQ!ToKtg>chBwfz9{lc-OyuWic6lG`#b z&yiNj6;yCIE4hiQbmZ-Yp4W%R^5z+QGuw#vKg@hYp}VPTcrx`yuY^U2*~st*<#rg1 za$pVci33AX*fG&NxBUBS?3Fws$H{E1K@?*>K}?SnA}HDejz~qnV+e?T=iqn|vGZx> zLIQ^>`*<)w6V|^Ksc&qqa(<8U!4DmKR~J=ixlPL_rj)gmnmaLp0BrWdy|`{y0n7&` z9b>N}ou;!<8^QBjA-E-=hkXNbQ-6S{5m@pX4|6~pZsR0ONDgzOu4{CX)|;i$L!ih5 zwqNz5PWGhRfn$(>VxiFBRr%;jqK%v$1*8af;hDMgNwrJUiOuiwibF6BTPB?Im2v1^ zc@FZ{ALUuzN$Wey8h*|DRdgj0hPW@rd#}M#)?SeRkKC+A)$EIqCzHt}BCSs*W#uxq zb|R55qE#4?U#-K+=It%Z!Y_7wc+dJ1;sRvD|#SQ ztjMNGgL3h);v)IqM+)HuZ##OL)(+g0%E$GB6K`M@mJt=)PD|KLR`y=_Yf4Gh_n7XW zLPHChrGPh*o(#^r&w}GD&RsW0a zQb5M`ht9xVWcr?&^vUMH;R0{H!cKs|^pv#o(HUv$nnQ*p-`&cZ>6^Etrx`49JnCEg z6Yuqt^P2)DZGiVG+AxJUy+2|)3$b~A{zUe~;qJ`Ls5~}3r9q80<2Notp^*|=U*ts? zrqqEO1OsDWp$Ge&G`}B3RBN+u*DP9s<&rqwIejhA!$4ZUoW@f}eJ1FRXeW>f!&6Wpo z1ERM{aM!*UW?8nDmX_Am*7o*5AjJwCun2ev;J*@S=E%ljQ~<5(w0{21i<}JD`5P0T zdO?wBxFNiFl!A4nVY03marcLezk91p+rjqe#jEGmK35g=@5Li^@6UusmYZQaG5Wk` zk>v~MO>BidGQ^6|YG6FZBC=w*QPGVFyK}c}*IcH4Z2MkA>wr=^bB8^vaenhP%Mlx-;Kt;Y@xy*Hk8aGtOHhR!vuXHIJu z>Ef3QM+{F*Sv3}&3aE$@MG(e`czb4lSX;NabLY>eA#DWYo8ACP<0@=QRl67J2VV>=w7n1=yN@uYp{pY}PK z#=<&mtZRDetF3{>3nis>wS)DjE#gE1ke}}QRfYJN%{o9;VWqWY4p^{bIHI08vw%&8Hlvk(+v!(lyUQ+v`H>$|!A z8Ci=T`DmvBgA(>z6w~oi9Hi#^kERq@e~{0yy`=nD4y;No;f!kG2NDf;^-jPlhShv^ zuGUQJsytrsHaGq}o|~Ue)O56iWS?B2M0)DGX;zdnbJBP0nkwPDOz4lnk+ok`9IM`I za`rOZ+2!J0&r4~R_a2T59mQS9N_1IyGM?S$@`Wg!$G1y+8gBYfs|plNWNo6$k}sMJ z3BzUW&9|%Ga}-O)q*!v&fl8p-u(G_lPtc9iTJZp{`;t2BBH;}h8TZ!3!W|xYj6PwD z;dt9C;O~Zy*&$VSi-v{!j=QS$LoW{+dG``*%)N`~7O+^cJj9R9YWPH$Hx{Asg_qpx z=z{?MGa7#*G{t+2WrOoHIZmw{8K26vM|6Yhez+7u6>MiMN~X7iQ{n3 zTb1^u&mBrD7Cw&Q5;jWr&0>$f19o-qufGE1+8U6NV#GbzFdg9sMmC2 zy~4g18_;Hic8epCh-|Hx!E;^Xu|NO?-%L$YaiHKJn4E5E{=_@VJ-b$xGl~ha(x;C1 zRq*%UM3ca{_O+QLHJ;YU4h^29<+e1qf9nj8LynEW17<9iSwf-ff-Q_$!^!5hbJlga z*bH7bNW#`!K5?VhZ0qdXPCn>n!ck|}t_dxA$s8W`pz9U&_>s*0J5e0bT^=RYKW{(e zT$bIIuJcimmzfU{zYrJ8nXk3u7kG}hTUlLVzd2~LsT zu-D!@4nKoPy(xD9cvsNVy=Xi$(AQVY`E<>lV!rdUKUM@BB>|3onojs0`2{7c5C%ll zfaoUB`bEZ;dakTzMcN^0Z{8esrmPL)YUTDRG1fJ(CV6n5^Ke{CK%2J6=PTr^Tq*wh za?-~!nm1#+w2~t^a(MM%to79Xdz<^C+J_OEwzAwLNnlHat1?RtHVORiJ>8z3f;6i* zLm2t=2*Ru;$F&yU5xdV4NaSq~YG`}AeY+YSMmwpIqK}P_}gAy-bOV1#dD3~Nz2K8TQWN1A3!N3E~fRn<>b3AFx@^-My zS=prVWP1*+_=*fSFcJFd_$a%zt!9Qrz*vshXQ%LJH_$ZADIY=4T^0ui7N$egYQP&rSR>| zg0B6C4!~{#*%wzmfpIO5$dVJH;41_EW!gBqWuFxGiF6K41zQd~(`vPb`WKNTT^s2W zD+8pm;Fi|=0$1wTKAo2}m0FJTHsp_B=(W|G6PAg}Rb=9(0qyc;AHtMzB%Sq-)L_{j zkW;bT_Z?+vVzp;^iAIDi32*Rs%3|2;G@wYV~zDp!}=UCznC69z)Bgp=hqS$^_jjfmtDpQ)v zasXT^WL;64E>TU@`sTXDI3Ka!SlN{Yx|)(r#yTbDLEGRwW7apu&jk!+1V-nIdMQ>e zo}^INv`OvAOt`*+!>ht{J&8}e$fr3pWupv(Bo(e9G&Lt8A@aF(Uq7|eVJNnCty#2! zu51)Ha0`K0kw;jt#`mOMZkyXTo~{CoTOXhT`v{1jQQjp%$x7CPehnfZpA6a)Hokr* zq(Y>;s#DEsQ=AD8OzZq~0i)b|#~y>hpYZ)$a)pMhG9Lhv#(jD;)^@eZC1*hz?8!Y? z2fZu$Uy{u$M)`HwD)sd|1gW}*7)e{@_jeVvN5zfI`t?W8kuJ*z-nq7mHyB6JK(JQ1 z`^!)Ur~G#uxsO4G!Yfuc`jK`CHw~A$tIiskg4Qh%~lEM7~ZNd zSF#9!1`0j7wB!aA0Xbu1HxnPSx?3jtC)S)lOxq}cYGL=`4#hl@~XpD-V@a^?I_aXV# zCVXV>S~#q4)G<~%%Q1Qz`Yvmd=oQOu$ck$jFT$j%Efk*ekwq0fk}}b=m_V{lfhpV= z{R^P<4c-8q&6Q?5t%0ooGza;_8of)_0!sOhOvkVcm>MM{ISZ7lsOENofI`F7+13u| zi9soC0+DE->KP405t6&P9zyeI(m&NDH)YHD6aT`$YlHdS>W(qgn8}`jo!?A%h0sqU zLt!2fcQE=(g8!Zv@7VPHWM^t?X*W?N04tBD-D-r-e5ngE80_fTW`+yZI$3i}O?~N` zQh7M1I*2d>m58H$Wo8jcPg7!}cXd=UYiVKqIuv@QLa&85ZeY6bdCfHY8nY8IOc$@K zL^Zj>4i%;BOC@y-ci(uy2c7XS50Bo*B?LXm>2G>uk)x51!>zCQBXh=V_RUQBS{#D# zqZF}3=WO5Ne4%FLd%W_?&9)^ea$B;6AE8CX0@(I_MoTFS3OC0Qx5Z~8#miQy={Op% zw4-2fk>mC{toufk!7Tk%`<~||`mfzBi!M^##B#jR?XQ9?FVb~C=I!;o{mh0O=L^4s zB4|vOzl&zd{=E`!EOF4w=UDp-C~d-ldJh42XBc;*8xYL;57WR^`bU z&^2l$ddu>@aiJRQ@(NkS>)4hwr(;}6X?sp(a}qtV$x??qd?E)>drDVO8jUD01B^eq zn?3Q|O}nl5(^FG~!t^3e2%u$t29!Rl_td!?PZog^i0kFi_&9ebA2e@OzYKjxoPxV3 z{6Pf8-e&Q~n06NOX~s+F<>HI`_Cx^FKd38S=ct9hBzjH3-a7qc@-=V9qtPvb*W**< z-9rJ&1~(?Dr=|-P%&e`Q10O-6MWtU(xwc&qw1x&+ohK@H3b zNuT@|iyx)}IYL?8@@JLtJ*bj9uHx^OESu@o{zv8(;kFAdM$;8BfGt=$qBPlKZ zi|iM#2P{i1L;VhfUSAAxR?%2H#nozET!myHbAvF5q>f@N)~=lBzMVR_FF0FI&K(C& zPEowLQqfI_X_hA)$+kv25-pj2tFG{Mt3i#_0NaA&fvLTfZE>zu_DTz$bN3FiMWI2E zc)M1!{+ZY1K5Vg7B<14rNK`a0<-Fv{q)?*-z%> zP&S=zs|ONbZ;nQFh!}G%^?iU_Qv+dhlxh`4*s)-K2MpH zpNJ#Maz%}#jLfD%(!c|x6>sUM(A@>?!%t;N2|@469kt%*WRt;XxWqv*Q%T9$N+?JA z#nEDU47uIEEV0N#o(o5^z7CgV(OLIrHATV!5JvC!s&|vf{eXbKp z@K(nwuv>&gV$L}{YHh3cgs0)>Zd6c2+i`2**j?Pxp9${YS%1K)p0pUY6~?-;&?I6} z$VCzuj1U3Bd)C7+a2_S968st4TTEoXlQGS6zY9>J5hL2A?R!d#wyR6ozoERk=#h$W zDB~gKz*BU(T7&1y=w%^gQQX&)=$ zGwV%WWxM>jr%XK@D$)5E0J-0Lhrf>lmJJ>ownLO%%#>9dK>Ekjz=jf)86h1 zE#(=okHjrauZ+`p+kDX4<(`9MA1S!wKFW0z+xYudSx^>5abK%CBe7;3#nW%^=_+Bz zi}(RG@9(emyL8z5?A$+Kmm5E$2o){*%(37 zp|Ba0=Jv*lGe&9$Y>dwil=^k+DoIBmfWZFp79eB&yz7or{`Q6_1LYU6foKe)?3#U6 z;5Ay;Q*d5Tg2sK(W1u%p7&~bgA{^WC+_b7Hl0eLEhVXKuc655`!0}msz*-CE^Jt^u zjHp2?sY6IH z9g%=Vx4z?z(1|qUfa~b(DLWPVBk2MxTBgSSkVj3SM{a7pvj~2PJ0y~)EBWP=F{$XU$MBt3^0y9JH&hz6Feg{^PxKh1g zM*tIS&mJL03v2u-K_?Rc1+URTDtTnaswrsLKs8Jxz5Ic>>rLi|U$q>wYIQ^5)?wvOO6wV$RH&^5-9k%sZXSowz^8P3w7N3%IG9 z5ou%13wy^qYxW+y@*4I=URdq~u*oN1NS+F}#j%p9R5KoY$M9~atrYzV8=-1>3|Var zd@9`~zRsx5^~9<2rGHfacjqS^Jmspjp9gZA#V|n(+ZKs0H8LA0;a~vu#)h{;!F!PO z`TO@ryF-lebh<;vE1x3_#Wx16Zl(d5AOj>(SuvlES~``ioca28^$^ zWf_;jA^ognQ4N}+s*H)AyY3nt^WkfZV?`ShE|dM-b?e&d-x)C7%?IM7WwLy~!}21= zm#>>ZDBo`6oHW;Kgxo$|u%n!t+K?$${c_J#V6VC(_tS3aRogVunAr#4PUlL8ez8{Z zxm?3=>e>y?{3N#5;HxWjMl z{g*xrjErAZfHYg%vtkk87~O_dd>jD9+uwYuNcSNqt+Udvv@wp|gDgD<69Z%L{UJ#G z3ZGW^Yp^+OwA??acDVaP`pD=Uhw;~rxCFOV?PngvIAo=O1`Tyb8Fm>d0!>}rMc!_Z zA@jNP3&TY+OPHkf$GW>&S}ybt{}7}cjAG#DA-^J#w1m7FFSq?j(i8+_oyJEp1Ljv81pI2E&D(ep8U;zs$%j={RU&TQ zwT8AScDZW!8XlUxL{R+v3(L)gsK%{aGOv#YQ=*Z&$?jUKuz=Xzjv$ws1M}jntYMgu z6YV!;=1LjU(uCUeTgw;B-dq&6#vl7%nm|^{|GZJm$YJ7tld_>XFMO9KiJ3N0xt%k% z*EP+(Jh!i5jPe$=7Au`PXJ(Uc@5?w=WmOYHCXIY01*NX)JR2tT(SSD}Y;dd=I@vgt zQm-oN*kox-+Rsh1-KiPF)`?+ZX}PfMSos~*m<3u?Gif%zeYeW1OcNI{&VOqnYi^E|M|0meBhT^~FqV$okvC7eiKQ}ex* zgV6xtLF1t=^tpdJ#FeKz#r@FX(a1=H7M?RVcdWF)sp-Q*^IGbpxe_hBcMdaFtd6xU z7qoGB~Q;RheA1PK&Y;nkklrVS2wj(o? zRQLQ=e(XdL7mS^ai{B!nWHBbuuxN95DQSbq6yG#kVz0KZ@@{Hx$IN%NPf^%rko6W# zjL#N()Oc{zQKI?u8=m@~T6)9q8miF_?uR4&Ygs-kaP-%dTnhFS&j)%?`GownMQOd&kh1iH`gy(EYU40pHxtd;xkPB_%01iv_ai(X@NDjLV z(zUl2fs&mQS@M#FHDHuw@$*R4YsJ(J(| zO!f7dYe5uOJKwBSSbNK-}2`_1x!wwP(!4e_b-84uz62(<=1Sh4x- z2a)#=kWfOB)Fd578&j8=&UGgjfyO9_iJ{K@9&R`t#PNjKfjSTLqUPkh17=$X0tn93 zeGJzP=v5!2k*Nu3teEn$N(O_@0K`hK_XJ_*@GT)mDWA_$I~J3+!(Dj?mtKNmHom#{ zo@klZzF2>kOj@!AJ8vXCAdg`(k%%PH$Uo;@4y1Ip`F7XmCno=W-p}=I?SawR*ebn= z*eSMzU~xT`ExjuEv=dHb6Ls<}iYDv>kNqF>NS*izw?@_BfL@buOp>&EtY6)3MI4L{5@Wulk9g|bQB=DkjhkKY3(LnNHA2kju|fDyfYIJ+lLH(7`-T*A zD_kZ-l){Wstiq~_EWCyS#3?%8Mv10$+p91FMv8(7Z1MI!C#R^q#FJLYXv^+m*6=jw zDXDyFWE;AM#M?Vv-d0h*6!X@*cZZqY;*q_YfW2{SaOaA{*K*f{)8(Qgv3^qGoJ@nM zm(=ZT5&EsYj&EY3`E%i4qTu6Jt5CkvqTXM*h(DXmpF@U!vPjgQZFnsmGmJHfmoa%> z(%0=r#3`~#G)9cL1=D+9x^q}ndErRNk?6$L^&krG5TMrIA!XT0oGH6zOj1kZzP1VkqelkQV7~ zh8|*u?i#uox*59jj{ke_T6~$sr#bV!=bZiQ{rsK|HUZX~T%&hr;fjn*iN)Cg5Nbf2 zap~4;TiW;Hct@CC)fH$=bRef@qk;+Daozn1f1XUH1+mc@(*t*g*Sg4^wei08i=58ji)aB+nMUOE|wQaa2HUqi=4GK zPEi?A6tDttS1a4;BWLx^OFY48$2;=vKhk9F7VIqsSH^!Kx2e}`f2|QLGE&YSV+9j3 z2UJNx!Ev>tu3uv~KMGMAeeAOaur{j5jgBmG%qv6cc_1OK2*$~Fdy z5h2F;s@%-87@-~v>HwXki94;~%Ph}Vn@L}4fzh0qNI#grnNS#}8X&h}k{S3u| zcy`Ht5Eg}{^#{{G?5+O@*r1aAa{w)WKi?tNqRhqW+g8z*in%_77Tgy}393k?gBT`Z z{4RE6X`j7_Ccf4yojHQ&GF~(g>u7$xQCqJ24##7E_Db=FL^! zW-y3KnlA`C?Cu}f2A0mbJnOn@ZI=l8Zfn?j_gOef<=~9=6W#?KGV(|XxoJDti`l$X z6#sYMFE4*jdxJw~Oa70)IcNEg=%CgG9HE5Hp0Ik|Yb;fSuqASl)$P+9k@4{S-5D7q%H!5R0)4RA3$fzGKlO|^|4Z0ZT#?G%{CZ^gtRrfV?U~Z0 zU5`C>M0+f;$Okj9gavosW{Ke@LILN}--WOFn8rqy#z~4+Zg(9G&?`qiP|>nt8~l*B zcJY)%+ImUTw=Dtdb92iZhO{~`QYt>-iNUlPm+_zt(|@F=h}s0{^e|+&5^8MZ6y-~E zhr7wp*%YAM&XVQmmnD~9W6=>tQ56>_!|Ahxz*hr$jqavJf}Qj4>Z?G03-BBCnAD|> zZ=>FD_y9IPo9b$ZXk5sAZA@U9F7(3is0sa}Aaaq)%ZG_K=4vxSB8KDte?~jjp*v!1 z=hi4wgMT8d@T5}R-H`rMxMtgdXlK9a@JPH15UB%AXWw)q5(K!x230#(hF7Uw$@gO` zKX)dryN?rg>3p9pYG%++-FbXihW|A270_^t35qg+)VafnXKUtcBPdc7Y5E_Aa#3fb z3L+!VoiVJ7^vWN;PXt_u58h<)wmj&>{=DT$*?Sk_tea}I6T5tZG{Z;wVOmz} zB0K?)WohzXL5MRYEuQ0J@{32F>ZTTbsq5=so3d0_6(^?6@-3nyLF3{2Q+^Y{GJ~Zv z_brF2-r-A2M3MI=J;&h)#6G?|2wh=)9pf!W-0y{y#`IN%{P+IVNt1r;&A4KYh9`>= zB&8S&aul&yZy>XW+LmGFl16w4ajLQnH>szA8I7C~uSuZ9=0v(fQM6WNwTwwMSlGYaNjpBb#> z4q)IOl_ChZ$KIaA$v_7GnysOk^?g$A$#DOiy1J9TlcdKq^tvJe*%BPDlz98K^or77 zcFpZw_xyJYG|8c)xFbytlLEylDzGwFd-Nx zqBTz?-k)`{czNe}X@*3?HgiO#=-*v+RqY2%ie&iq@LYOuUdfWC58pmK53mOGFXf$E ze!W>?!H}4ni?J(Mtf6JrVQSza;9RoeK876MBjh(vA4#4gnzlH4e`pqcfRM&2@_jQE z+3Zqj{F|J%=4O*`ySaDr(yLMudirK6zb>Lp{VFt`N9WXlO$uMS6_f~@3ICO6_ad<3 zAMCW@Y)dw&6FR-F-;Fz;E;`QEVj$#%9~}bCZkBrnv>U*uqFuFmOxuy(4T5)1T4!uWLTJ?$_qv^E<{Q%wbnaUx@dM zBujYY)b7;B0*4Q!(7~ndWm*@;^l_OOynZghUl=|D({#nG8JzyMq}pNBXXX2F)wUoD z5CdZ_eUiwjOFX(hbBSTvp?7h!8me@JHp`BBIVp1M0l@%*mQ%t~RUoh!2Tn?3ZnX03 zI~@;9&Yal2#uEDW(AH`xTuGC{-h_66qc$85#8~7>@D|?nCN38p(_u7L^pi5;&B@6g zcU6b4>1KyNi@sRnCcQ6cf=pkN73^85aIBa62C^p^T$`&M-;HUAe~z_PFF;Q5Tj*1> zPTrYyQ&vP8C{$u1UHZ2a{rT8viWvrmHJT-SsxkJ~#vEK0faYZnVJWcKx>BZh4Ulmz z`WKCp^Sa(p$R(b6&DhUPo)lZL=bE+`|6ElhxtganS8wc%jdv_mv5@w76PEd@jT8EZQ)X=bV+k0GTb%MV%MOY~=vT~GF-63A zFS7rqRwE8Jemr{h{ROU(d5oyF`aG>Jp(MZ-2mN(83+^(dr)}(C$V14)*WZG;>+g2w zyRvY1=?`ESpz+4GVgeUgu_#Ro{Nbqx#p^$k(v{dEi+`u|k-@G|SDP7CnrL-PtkWBB zIMU{KCLeq9#d^E5^b^u4q9Xb6Ez33a646n_Q&$WjGg?*2ZD0lMz=Br(yOuC%3rqGf z)}0%6JU=`2?TKi4-erhe^~vonRM{)RB-BkH zX>y6r2sQcptOqy9R(qFdp(nTM6j&}nUACe%e*N|$LR)Suz+cw(Rl+QG+cRWJQJvyS z?{g&RV|096oi%Y_lY60vF#lg|!kvPHk;6oX0_LmXDOlDNE#4?9qa7Bf0HNQtQ2H?IuL*cM0(fRNcj5Q(KJ^@b=Is;nX04$XUq zNfMq7{V9PN+ZCa5Uo{SY{#1<+(iYF&Z^eDar@K^12L z#CKwNx>bh1mWJCxkmMn2`OM)QgAh^ytc=Th`V^1UhZq zlI$uahV#s&=~qbeYqaa@`e;F7|E@E`A}#w0UV_TUn|K#}j&bb_&x=PslX}(e~)H?B#oW9|S!ePg-`y$|?y}|NF?dm}6A=hAc&*^mU zjSX1C%f;}G=%&71shDf#{*43*vM^p40@s?Fy!nV{Y!0rwOcj#^2&4`-R_yCFwm4Ju z{!sKB-nc|bQ>-74fcq_>tqJIsOORnoM*5r|06YA`N`5HIIcM09NHll+%KIefYC8-xF+VnrEn=7mQF{tJsFR8Q*v_-H64nb6e57a`xSR`i7X zmn&t_1UY?<&ld>jZ0*LAp2i+d3j2$*NE6J#{ocTQ;L4fBRr@HjjxM) zehzY|q$lU-=!(gnEm@5{rw}9f`R(1m6?yO&{Sq?c#O((W4nYu4JmPt3S@aMX`r_DJWI}ozOF|_yHlC27JL6R`U8=n;( z`_AnJn}FPY=wZ1C!0?O0-E8!yx}$0*jHO8twyXy%Y57CeuO^_(+8Mz&gc(E?(_4X$ zHkZ8$UXn~{<1;p7pUu#iG8ZtbkT|M;XnGoC;e?cDHoqla+zEMUzl#F#+6dFd_fO?N zBRf7IIAwL|lcJx+Ep!vG!#N~;KQBLwfT@Qo!W}Jk8He#+cs8&Y+acUvx~Hk?|Ii$_ z_uF&8M}6?Mf$DU%q0~D{RfVbdw_>TXYQ-NT-$(d)W%{DF23H+&MYzG#T-cIkaq>bJMMb5CIFT zEk^m2KFR9_4k>(`;EOrj9*R{^-qH*=dM+!wQc9v{ci5yyEw`2(uqb-X8F$$`MWyds zS+zE4;#v0oLy9~4{-NVl@<|-`jbQmzIz_SqI*Cobv7?FYm7WYN<8%qzcqQz-_G;!} z@9)^GvU>cF)5dfRnd^V(#)PWGmjtiV)0MoBz0UfJgO)eLQ-%EFRL{()HxRf=GEB;w zVrVB;-Vz(l!kR_kl0&_P3r``r=#6|p=%vXQkF&z1nekuvRy}&ieqrQnJ#KznW`43f zGtPC?F+s*Fc#s1+M0U3td9iJL_*I~U1hk$Ij z8yLr5xU(Ygc$t6_%PHxKcYKod3 zW6ya0u#b1}e0Wnpd_qrY*PG`SSW|?5{pVRLXJ%3D8o8%5o=$(hVEH*tG1b57R#fMc z_wopXTenF+{TV!iN)&0R(dgrH~eVdu_p3n zOXcn=y!ig<>EOZVH-om%HujS*Q%#ALbk>!P4VQE<4*75Mnz-_|?BL*pj%KUeos<)_|b_-v5X(Wb7w628&;b~PJ~ z&M{gFm{+5Zb#)Kl+MW*7NBc>#5vgR(gli6=^i#9^%OB`ltdRk`4-vbfPtqBbIsNVZGszP9jW!slj4-S zn8H281|T4ejMTEx4U18la)YyRBMu6@0(6d2qxhq}@E&Z#eu=`R@kPn#?RshXN&S){ zuWPwV#Epln@WOmXn8O%HBK-ruf-1M|G_>6sf{9*{KbSS6; zU7+68=loHfJTpuqBNL~c8f*Uyq~-eYC_PG9)X8}BV%IeUNLsLvA@caf#pQ9jGi^#H z>0$%YzyJF3ZoEFnRWR3h);Vipq{d1lo;zbI@e{Tfi(*I3ltxOxm~G{|AN0*l&g?MD zS2B7`m(K%Y?=@JbdoSB!_B@}QD+rE@Q*dTx-4tapJyg;{1C|wa80}9lL!LLsavRKv zc~^+1EJv4*|HW-IGeabzZ?CR65U_nTvMtNj%g>=jT-` z_LJ)|8mvAU*F@yl)H!VxfKg7pt(}v{VfJK)6tkTCd?6V~s{QwnVk_|2$qg|xfb%r1 z5C0d_Y3|8zOQ876YQv?ATaR^edWa`{)Kx{I7h~r4NLl)7r0;TCwc&m!CgQmkC{JBp z8fU%Cl$Q0wR&oj1TiU2GK$QAN9cxZ4x)^vq-fTI|6|1R0!dEmV=2IYtH zKs1Nfn%yWUAshxR!k?8Dwbdhj*c;?Oqfuj1b4&Kw^q$~G+J(6VTQmtUik8q~#egVZ_{+1qX z)NrLLAB=e$PD~Q;uw$2Rejq_p5DAvkiZdg*sV$Y4qE5UThc?T{6o)0y=|1iX-*fwv zZ!Z{U4{6mn0{qUNyhvO**pE_eO|xG`yNT3J?LUopq#)D@u1|1+4@>sE+}8SHQ}-;f z0py+;c7ejqNJzfFztijcUNjVwor|4TA%W7=LiOR$y0zLgE|vnxFHbTu*nYW8C&c#h zuo$d97A;~_mPGcdhfe56=WijNF1@(?cF;!Eunlo}t!x@C#JRvq(>ulsUc*JCgT7`Vf;m8hR33ft>xm!!o)kT%HOo$^|>3K@Gj2 z7@Fy(`bzuL0bU>N>nS$dS|>)L-m!bY>h=8VLZ?p^Dxcjny=|LE7sj|KKT_G-;yl${ zYG893>s+^oTfVFpVipDG{scPje{KWg#LYfKv42E_zlNvTSwJYzTD-KwHIKb-fel7O zg;*WQ%ZKtTERjFsg5!eK^_unTHqoP(j2I0z5vN`GHzx3*4Q4pI*P>ktutGi3*z&V8@6 z;e)USL|iknoaER%pPeVmLdVLSK()<>5-5mkQ=Tg)Qful?k02)o>%FR7CeakWJ*LLL zfB)eA0`Twa6aB>Y**6i_M^9BmK}mIZg_()9lQ_V?CIu>25)`2r6Ql|Ew76*({OZn2 z%qmZ!erYkLT|GLtcaT2X!GZ^}*E*O=sxhW`0%+)u5C>fi9b}l@_cY~(!ZO`QD#{5G zyH~fiyi>jZ%#CD}XZV+oLo+`X{Gv(}z4=z&AOcLYb;vM=@^!@5sf{1u*DTNZrQ`Jn zn2QHKD|h;>$8P~7ixp3Y06t@7o?9CAtD(hvBCB58b< zrlq23zS0~@WdzM&+EB59&&uDn{jpZl$M*u(@Q~9vlZ)C@_883jp()f{oc;aUGo$y) zm@scxEF8$O@MEc2o^k^tsTJiN9xKf#&}Qp*K0krvTJf-7R#$qYSas#`c+=JM145JE z%etSb>hLZr^rT-tqZdYL+k(Hl9m+kQB;rX6c+g*zb$5x_4}eS9(deS`L4l1&3U?6=EUV#mvM8sdK|~zRR90 zh6|OKdi*;jr+{(+9t@Yp`m=@A!;$gIGjC5(#Sp7yz25tMQo{#jGS~!XB83<3>;wO_ zTuJN?BiMvA>-;SFCK?0X+j|{UM4Ho5%8!Y$h!0pw~t~w!L@MuSSuIUsu*;QOq zaQug>fiUz$ABY(>p?B=S;PrkZPSS{Lg33Mk=w|L^S{Y3FPg58Wt)e*CDo$wS45v6 z-qy#Oc>6V#>NMx6oFirB3tWJnkWj;h*C z@+uN@9??_et>E>0w`fessqc@%tyi$FFWlzAP6?#GW}P2?kp-Kf9$isC1F zgpXS>T8=G$Pa{2bEYzWV6`K%TObDanp)l%|sx(RZwuWj$MnUe2r}^9=6~3(y4+taOqcN1H(TVps#G z@&W|LB`7E(I!xWXfw}1Z6&3ScE5~)j1-zesvy1@bCs0ySKKRnsf2?dqzR80tVy{vB ze;dU-nt0Z0j8+|XY1uSUdJU#757%{XB;;<{Qk`K zQ8-;p#m=s_MR|X}w(7%yVwL7uHow=7HmzmhRnF$chEnAA!cmkN_sf^7Rvp?A0xxB( zOy34MqtccQo!OpWR@J=Ak|nIlTr?t)l)u(rWjuqtr&qc~U+6dJaot6-xrWv?HE5nqt8}c#dm)U1446aqXxi^Aovk*f0!#@V(VdPO=rSSc zZ_^YHi~js#A;vXlnSa16zOHh$9gLEURJP>bvn+OnUE83wP9NRHyOJh63;{BhgxERB3LH*ZJ3W=3 zNp^K$z9z?!eL3F@qb;0x%M$8)aqCkhLXnWu{@Fs8G05pJ>@+$aU_`m9`zn^5T?>{A zOS}k?j;O7k4P9H^Ll3|M;UfnYHGm~Hl%BN99(Q9NKQnf59z;rHCeZI)`jK}?J0 zhkm6GXf%3#*b103xr@adwgs2~0xZ@idiuqukXch?Y7I2>6v6<3N_~syA=nhF`;L-* z^rnkAGc`3;qM|tkmF#xx z>hp9VneCCWo3nq9(rU-3bA{nz6vfoV2DHnWWGC&o-Wq=pva9#QGHrCjkz+<5pLipO zi6SWsOtc&76ZAc2&E}6MoPC8$$q@d-5hTl^8-$d(l1QY!?VFR9@xT;p{Dfx*+_~oW zxTHPq%-V9PF1|6m>^4|rnXXVIMSmchMX7$%5TK9-F?bpPVy;S0~NH6KIaVxkoEmy>1m8Iy%t*6Nj1?6-vvS+_PQ*O9b z2$64Cy<|TwM}4-;U6g==B0IJ}c0v@GY;cuW-jtnO%n{Vsvqw%EkKM~6U#vP>$(-CT zEY|Vkx#ODD5rvc1>gx@eWRIS+1TvBQ@`&*OaUM+f3C3nmev={&mpwRf)x=2}fdm>j+Tf&lIPa3J)$xDA&?E!G4W z5kr6Uf#YGRbC&b>zDsU~Med`o-UjjYJo!f*3OPAaHwr=2_AF4xqhn$0vFQWZjW>Mr>-H652{$>)oZgqgZJ zwZ2=VyDUG|`v@*T(rMca#UumAgYCYMd2MC;i6-7I4oW%Yy0s|nXoH~34#N1J?@GOo zhKXz>pbs>=Ud|P-4P52*r%gs@9w5VZ=?x<>PAY^mdjY}QlLZ<`H*e#DoqD^KO5#<` zyC3DJ$rXfnfrwHITQ|fN)`es1#!AV~8^!*-^YH-+6PeZp!B35U+_v10KI{EFA(6nm zny!bn{(24XKh1nPJRy=5!tX)t-nK*|466Iz-G>DVzn2(v4)k@u1!E-!7Jck?S+d@m zxy;gh&U>ZR#6J7|Ud_CWZG^>(%41Bww}R}UEy4*rRjpoIC91g_h`cmTcUK2L$q0K3}|SG`+HwR#D0?$@WPHCxNS(R%qnD9HUbytqQ?;; z)+F`~_h40exbzKrwUIKO|0^$dhOsP%{Lkv2x#}T&qL~laq|v@f)vpM&KshaTtgM5H z^0I3Q;KuZTk^UE}fYLYTN!m%3$w}&3Rn*Ul-EGQ}S68x6(pWnuwQdFez8j$_sRYm+ z$P7ML@TkjEQR)YnGn-PE(7PU-x@|bNg>UO9oX^z6&Z&iZZt6{iEcKj%>bivShacscyXAk3 zzgZrNG}>1w_uVx4GwH)cj$RedVm89txPwT}V7y`lBl$NXEtd5(?Nyf++g-d`xisQYOO~@%W#TOJ00a&^;Y&U z*~Vpe&)rzDTN+nQ5t2^#QT#=6%RlbPpZ9FP`;G(S*G3TfaM<2tu^f?Lp4c zGT!Xh56gEEpNa-zOV6gHFg~2Y43IV5S~ZSuvFhpAMX_Vmn6jYeh`i2i+TsJ=I>$HX z1J7^Rx6Z{o#rb#e+REe3x}$d}Qy%D^U2Or>FGS1U2R=QaqWt~7(bpW!4u=;S?@zR5 zo|X%|UH>$;5P#AWN6Py8!(nomoiRVyOkF|_#*jy4ft1{#4j!Dhxj!NTZuj%B)X`XY zC*gW1sX5jZutpyQ1B}gsT(fB z52X8>nk&9MCqEhouV7-Lo4y#M|FZ_j;DID?-&dPiz70x11!DIwA9wsMbqL~DCUtba zi~Y9jfHP4U{ADSx0Xyn=xL8)HH&Odj_1s2(O@U@M^pg*(7q-065Sb(9Rb`Awy!g%b zgWsa8qgvrM6czA<-p(h}Q2(u5bOC0pVq!R!5{NCpX>-`g_bflzNN?%vV6Fx^_ieO}^uzgXCTfq|zC|IAF^Wk_a@03` zINePY+aq$@$yB}x`BuRW)8dsMP=WvIDRGtB3K~+an5Cd*arxa`&f!9H$|E z-!3sOg~}&*E(7k!_i^t^#&LDtP#A19??HFpF|SHOsSVI)0DJMvjFt!Fr0#NW+akg(fMZ+36C zf1F^;r^30V8`LqEZ%WzLVJ;4{ITz*Ou~5fby!w-(69pL^wz9mgimj+?CBCUg6)tVS z+mMI3*gccsLln6Q-umHcd15Bg9!Jy=N2Y-->c7u0P|2u`<2flT?+E~$H>(;U%$rRQ zHaz(&IaP<6%BkaCaLCx$6J^+J@TI>VRIG4^)(gs}l76f8+yv|8+n`sT8L;7D2YY*B zsSn33gl&0kO>=^;j^EPoe4R3FI(ld`` znY*foNG0`~zA;1_DWm@IMR%m?qfHr|v$hwdjw9~Pj`U|@eWQU|2rW%1>%&oF9q?o| za8{|a*<;IHF1F3r0`aSF_776ASnnzQOhB?d^`m@D2lbmFWfT}pd2!N|b3||fgtF0! zT>M0LB0@?1Lb(wxE8p1C(z4pE@$*F7`^SGpk<>gwJhOR%U82OU5sGZRHT#iA;*wz3>5M z_kE^@+Ih1FYI?}0uj=xa+3rL-RqDB--JdNzcN0aJC2jsp$MHt)dLpEp6ntDT3Chz8 zM=Ww#F774~N#AZeV(T*IXL`I{WLS{5Vx1bpg{HH`s{VaV7nWL4utg1AsFL@7kt$tC zJA~$#D`1HkfOwO|vzPJ%5^>%XlPo1R7+Sm~GpHr`(L3YJgiHNsLlBzE{p`zzRMiJB zSYn*i>h>J%!0GWiF$i7T_L`BIF?%g~lVzbH41pKabGc{Y@gyyt@5M=O#8^=mxL4{j z#^Qb@uIG~zV{--idU~71%r9Ckm`wu}zE$`8TT|N&hjUD}Ty2wx$S{PTt`8m^UR?73 z!9+o1MIs;dVO;b;-&Xv<`>r;TMz=RB`sk$BA>NlYnGewAJ18=uppW#5=EHcw2iu=Uk>0n6aEwYfd>r-R3OYR*Z%;?jf6 zU4j^|{Y!b91wR(Cyn)&b?L6~um~Og%zUvm}#ihu(SYms?A|E@@=H2^`1vaHXQq9Tb z5BHu;LvdGjcF|-H^Ayk>sodniXT!s48TfZW3ym2BMx}b?m#D!C<~LKR$pxt`qn9Z& zpY8>zy;g(A?!${F-U=PdYA>BRA6U(eQW^_!zEVrNv$+YkHZwDnTlgqX2Scay$=6iF zaW#8=mqooRSC|W{hL8(npj7`>OmS8mZffwCO{T>rARgOG8{IRY=t(`O0n(n%Z#ZO| zDRk?WEK-DdbrfD=H`JzR*w>Es9o^99K^_pL=f!2>#f>3@Ii^G_E1RBDoC!dp(=m-B zi8VnkBG-y$NATT24Q#}VLx`kd^go&4Gn8MFg_j)1=rk_*)fl+-0l|3pclo-9KWs+} zJ|-gz5#!bzu&T1ujBPPiIm~Id-w+6$67pcd&akbL>#nE-Y(ZS z?QfhZe*$MQq^29e58nJ4QOD!i(e9zjZ%@^h6#zH1-2Ij>iPn)p61!A%&;c_tiln9^a!jK`6z)AhXG zs)f#qwmp~bi_z4EYt~8$X5i}FkFA)H0S)^Ny+H`|8MhbeV3PG5AJ$g?&$t*P3q8$G zR|uf_)7#nC_pyi433AdyY4yO2Qri|w&tF!y=<2np zV9|-(F5XO}IyXs-YPx(J(5XWd$-Wd~F8N>?(vcCK!0>LsE>S&68Jy6VkiwM&=vLp2 zSd(Y@^jp`e$SX3ZPtYQfX9igfX3j?%6;@BUSF(X`8uvK_d{6iH={=q9H--nJaQ~)K z3J&e3&KvDhQr23*ifWS1Z&j>f*dkUr{B5qjOmiBL%R4&N1BxJqQZQwW!m*UIyN7JA znPg<`SN)5_pc3Bb?Df~zm?d8@{je>awwIyyRSG+Ly;tG4(L4VT^zT}%0vw&?a>b_S zHfkk{6ID{pd0}U=ld>b2>AG)4q4SnX9NAq@*deG%&6*{r^O|&mSnN}mX7YB%iiy#O z!KFX7Om&WmHRR#@#RJg#%1cSxOggQ-F9a9if)=!QU*uek#?aWJvjiHxPn@2Ly+vt@ zMjI&lw`+u?@Qb|+J4Gf8r-vc4o-)a>MKO@}`{Oq#cBBO({k>E70Kd4zDenc-;Jub)S+?mVU zMt#(6TUukR>hSMlNanzZUr34lSq_ z5ArUTYPw9eb_q9HwK1-eG1=ajVdG>Ct)_?Pnl7Bhh68vadBQA8u0pWPtUCO#a~7Ml z#cL~eAQzQ!vX@@k>4Fz6O=!s2VY@fcdKk}JEGqjyiqxV#@`5~vVUGu}5g5$x&?OVN z5i28lQLOUNhJWA2`MAb8;srplCuPe{AD+LuXKy;6pA$>l9H$;W?gBr{0sAq@?&jHob&cIwOM!E{e0*uimva|x zP2YcRZH4d)x{rK_iEj?is)Fv+3^jttZY$PTF#=;#KZEz3m|dHrVGzEIg=OJymD$NS zF^f4Tf-IjsNFu-4L(=_Eof*IqB3`J!wCp$Xb)!S7Wb9bRr95o; z0T7wu`2#f!kJdvk8ypqfFX6|)nv{1$WMA*vW&p~%k8Fx3faY{6j;0yLzy-BiX<`A+ zJQ^9N9=GQ*{;J0^PU4$>9JLQm0Xe+uTuw;a8Rrwva}<=7=SY=8wpQR>M9#mY^OPHe zlOGVNMCGI+X(+e*pjIT@hsJXw*7!QuxX*T<9kmjHyg9^hw*CVdD1YxsI&qpeu=gIw zaZFu<*7U&YzY5uqFo)++T*L(R4z}UC&-M;0h+zdW=F4+>(WwVB(D?e1bob?o4oNvR zH-n6`J`H9sDO+r(%*{+Q!(^0?wvDn5srmzoh8{93=vSdFqNnjph5%7YWoei=8^ChD zCe#-3N?Mk3`I(CE_Tg2%dgs9Rkjgj0YF!|>&glifpW_KRg~;ClDsSXn4SI;~JB@Bk z$gTBg3PZupUZh5JUD1aM$tbd$r7x+Zmdp}IxW>rJ6KN?=ODBpPG_)VDZnFA(ZK9WX zcz)2V!S(F5(AOl@!p~}jJ%zKn!1{xF^1D`M{-Ywt`|lRWfhei%GSagaS-OjzVq=LN zA(UnmhAKO1cIMgF=DL7hYWMp^*n>fDH5GL8z0+K)-&0Rd50Y9(0Nq1YB1optHwD)K;zA0dcj%EznBlow1=v0g7MSYWva)3Fg@Y>i0vT(i@k zJ=n^UtQ?eb4H7<-Gl5`Lm+~`L0PpwP)Ci-s&JKWwo+jmrJ7UsYPhUq{61xy<6JvIR z#kOzVbY5`a7$i^sWEUH%uf(w^ai@3h%qekAE76=(OQi9;)bZOKS*9#(j02@-(6NTy zCXQhM3Iu`0GhrE=Q_Z#0o((5p*X3{j4zI9(4{0T;3MR|u&DnP6Ul(nIA7}(3NTSJD zDGl(T%J??lSkU|W7zyvOdU%2IakDRW0iR=0b4+~j+D&l2&`)e@HUm8j%Xy16dnDX{ zA=Z_NVvBiwRkdSWEu2XmZoL^xB7+F?%+Jf8k2G~1z&5MCxHtLSZDOs-iH=ma9qe(m zZhO$n(`hZeYU2BC>dH{Zf=O(g@a+alQe{2X*DCfa?B<;EfXpk1b>&b<8clXw9qyxK zF0mK7;VUCjb5gmN%W_8AjaPcr-VOKi>aC!MvxfyM-G6=Ht|8r|_^-R0SwkHjiha(> z-5MA2yFq}FtAhRgLq9Ho4Dn%1S8(B1Jo2@5Z{I{14Au*xKw`y+o;G z`y5{Jf2wX_*TBF)M@Pr_c-&G$OUok?wnI2JXmnYawstpkYN^QO5OA+mdGe(S6vp8EG%fdiNYaU#-04P~Wl7^|BIMy$XntO3 z9>@3h$GK+33Ax+YgKvyy(LI@3Z%w#{T13fJTUEAU8h(N3KCD<2=hSyKpDY>QhU{(% zrDuyl$ifcaRq*R>er&3#Z*mvZoX?}jw>Xr|_nIN~piDm>u{(K*dm#9t?YBkr!A!>U zMy(U08h1{$VmL3nJW*Ypl)ZWdK%Jj}c-KCZZ(&rd25%nQR$?)fh#p|a$<p(v53DQMZ+c9XpkK0i(@Ti0U z2gj?O_#)?{WtsT?tgc_0EqyYR&SmD`h-D>OCI?Z7T13DI3p~z%OEn4AOY{JFdR135p_sEu${v*Zp$c-<=nk%*5Oo-g1h}5VNW;ov^OsamVWe7OS&Rqi7o5YN7wOUH}ObO;clfpaK^x8 zn5^}>8wsLgOIO}DzK`@9GjIF1pdw!9quCPwcHV8Vr<=}D{AK6C_fEit1;@tCBwaB! z6au6qy*~J~g*@E`d$ffON1sZwV)zwYdxy_qNXk)^uleAg`PHB{*+vfhIt^VE4%;fK zIh(p4iJ#V_ICWmJu}t;cW(g&yo(0&&?|NPQlA;ONGNs|cB{-7Ishhr^ezcj{f$+~tY-&c=XK#hYYE(j3+lIEe}&jvJO2AV40z z5V0f2FGkU`;(ixhH}$06xFVI>!xC2_TJa=DCN>#=@AF9z-8r?tA^JbP4cW!rS>vzC z=*G)6wHmp!_E^4yyCY#dVn_~3p>q0oq3?!_??xc){R*4WNyOIGIQor5C|?I}Pk81ysnNXwx&nOBV;5_gcWTV6A9I;MtOUtOw8!n>KcgUi^ur&)CAt{=L(&uDp2kU zvHw(-{F!-wbLKi{k(<0vmZo~v-d2^uws~FUWRJ5nHf(5r9_^1;IdgWt*FX1c&#NRu z0m9dq8h}hk{ci==-#p6FNpM-3gRy^821rFy})Zb zL`4=9ui{6!m!BT5tVGbb_`q z;gc&LF4n_XiFJswBeZz8-Vj8NHjLRmR3;mz-j(YkVmZ=GzkPaWFmr%j{ryYJl@WJ! zD7HAK@5#>OB8`kq>-BgnJ6S*lB(BI+k}QCuwIk!Lq3=!Ko#D%-^YJlV%cc#&?QmDx zyL<$>)A$VK^o)$Hfp$6Y(X+5~o}#=Q_b6ZHI@Is`<(r6r44*M`jhhuGdLjk{x5KB)jconmJZmYUHDJlq+fTfsNE+1XJDHB(V z_-B>RpG}U8C6W0*gTQR(D}oN^TP{jGd=vDqH%=ejq^NrbYHXqD*$I14mL z<2tjr1PIK243o1?5f0TrMafc1N`gmmG;pUp-$xZB*>9^N6_>OnXJZT0s7r07 z!ga+z`lD=77?z+OtR9#%t7`jMUa$4e)4EE#NkEwB#6*=mxR^oi(|MFtG*i@!$MjZ| zTj6#vwz9au0==Pr{nf$io1ulykdsU4OrD9wv`l_@!wKbiC1W9VjbAwRL&;VLz+Lq3Yz&C5fWa&y5Sz&`Mx>AlznC~dsvmFI3YeI zEh?-wtph0))WllXVz5TUP8l{`ZulD151EDOKOn){mI?vfqGBNy(nC!_%vz; z5N|zlV!@dAlDL{S7QTD!P8@(9sFqv2@2Ge+)Jf%QdG|RidkOvqThI@Ff;4k4mqZi> zQWUkWR^a_;Z521l7P8dE$*aZfus8(w`nKU?2c;iw@4E#riQso=4!BfqKghxb zqW30U&47bMRaQ{<{VA=`0k)YNVRl_BZSOF7#}t8zL)G^qN_2u|Q7RW;JC(e8oG)O{ z>PHP8^&`oflg+E?a$yvc!T<)qf9>JGc9d>H6cohxe;OeesS#$@eS}ZMJ*MaR@gFDN zk1}p;5fUYS5h=y<((W?As{bZI$CJb$$3SgXL;?{ZJeCY*cb)n{SM8F-R&1WFh&VC* zJV}jfvG1vZ4g$plfs@lm_)_=#JoRDPGf6!BQ}}V)$l0?OjiiNJ&n}`ANd;L#QxHh? zYD7Nf>HaKw96oz&hP(nNyfscpxq+nJbU4d#RoodR_-5eyTw|a@U!+;gp+}*s%lEhY ze^TUzJzTWlTvjKtCp@XC<)Lrtt9&i_BG>iR@LB1p0mIK6^>7tUoY>K(v`6y@`3pM- z{%iW6q#Ml^K~Q0BNMh0-aC3gzp2N(!2eUXAbmwP3lhdGwgA*qqC06WbA9tl7w}G!m zdt(|;XB{01m?$Wpd5{7MBg`cs00X6VWNmHAY6Nojc=y;ar6wbvvCAmVzvarcC8hY2 z^8-ffAmvs?O(H~7^Hp(xbOFFdh*m#msj6ZjRK7Sz(NblS7N^NV6T&pl&oK(;W?q6x z9lai(p&q>HK{s^nSM}gW7N~O-Zm;WODZnJn(Zb-?53U?u=`P65m~^?&Ael=Ic&^6E zHC!`qlFJx6yqFQ|KjXgGJcD0(D9?@>w#Tzjo4R6j`>| zWb9E$Ji4qphp4MN+YE9<&<*ZGcc9DoQ%2|W@Cv0vBeaIPv&kywld|$C(-pUIfplc* zR=(A1=yf;!6m?G(Fu(vdy{HUpfBZUDyrtC7FOmg)mK`~6Jt@a-ngG7F&702QkR!Y*=#%r_2P78QSmIz=Z4AHcMI3H$-Ho&JM#{% zS_1B(Efn6b2E$q9(#l(s2wTp-fjey370JKo^)K|UKDnea6!G|>%8MF$fW}y8rjitj z-QB*gYAGm)Nuc-};u`Ge|F3BD0_6`Ol;%BW>q$MouZ`PiuOOr+`N1-JdB$oPc9?KMfI5 zAd=>m@ZGtin4yFDBFB!A#GE=_W3heCXXzZu`%h}jE$3j=1B}`_a68*erwU$e&z`d~ zb_B;Dlz74ve|#4?aBZz2@p2E4?(G}+%uVp1JnnzU`pU25`5iL^_8Uy7n5M=l#BS@68X71AaK%H)~z%I^#N5 z|CJ$HIwU-PAI<}MJj$#0RPJ zny1>RQ_~N5M@{%s86zbDvRKLk(iF9Nuna_}lnukn4GBfXEBk>bg6jAr<0y-Iv0nt) zaVru=MePbtiz@AlLTSgQJ_K7X-Zhkg58?$xcPr@nO5gO<{!;0iP427w^-lKqPe5+V<BO*cS~Xzc>bN zf0Z326S4q$)Sb2fwyY?bsJzWD*QRTe6a8=9SdTh9$wlwgT2~$L>#yJO=t2z(sk?sfjX_~|OXpAPXC5Pu9wwCZZ&(SHW}VOXJwkT=HvBfr z%%yOA@$tZ~@c6oV|1>fyDBqpM-FPuG$IsPxehCW#G4jD^X3Or7rb^J~Z}rAsjk$@# zmOV@iSWm`d><<^C!!3w4roE?^YKY%rGYwCz4Y!1RvQrPohLwqhU zmwEAc5(Q$St;v_1wHl|sXP+3|sgF3Ywq`cQBNG!d@of6vZ1!Exexr+06I1BRxVge3<$(lIcU1{$1x#+?YPLzZ(k{`C5&VQ3&#!yf z@63{9i%%nxL)C%>I34tAbBqpgHU&JjtM8TVym!14Rcl%qfwR0h>c^kGEGG!5bD0yB z`XdPJuSPSr)Hoi%6XnUqj<9i!rWM&mnM1!>+)L&#>-M8>LtFnC$Elyg~;JI4&rJrzPY#m%SN9SiMR54i#p6$)1GtM!(pJe7#seY z(*X^S**=UQ;cSC`Be|)VO^zr!u@jDjH3Y7Bpl*9W)fz>0QXLoTo(uZ>MOB3d9b#Rd zH8dV#MoTKc%3e%^o6UCdhqNf@F=d<3MZsLZnN2=?W!4e(dX%%LF;OZ#*Kzdh7dI`* zJk{by*15G;c(*d#(T-M;9_sd<(T&qPEv!!2%JtpKh&&QMr>U+qO z4J|1T%987Fb~yAUaE^6~49H!GAUb6@{V#>}y{vq+aN(=*Rw#pfu2&P+4bEDDOZae{ z(LGVvUFDbAgC**YP?4VVRWDA9l$e#-F$j?>%;yqLp;Z)LMVTH&fq%1?O~Rm)z?)Wz z?0b9wN+L$3PWPDv+Y=T3@O2gTFF2~xd7X^k@*kLv3}Yds?=_G*D^~MqZ1+^g0cW$C z+}FsZUR2nN^a`)ZI-KwG%HBiCvfkbc>Q2e*hWFEAP4Jh;Jb*^uN&=*hbQar+&CrSxO+2f^c2s2ONiV;v z=Hs}UuPM_;FVPz(@EPx?;FCQKrtCA99#e{{l{h=se3Qk~JZtV~H4{El={cIc&@1v` ztcg4*F4yo!c!Ubk5)BAuyBet?ZMc{%$1Bi(;D0Htcrn$|Qh)<-{B~{F{GV5G$9(Me z7NgY0NeABPhKi1UAG%fI@#?6YrWxA0quYA)i>eGQ5m8sh-Ryexq3x2a?;qr?y>jlu ztb#+h|W4qj0X1cvVNA3v{Wq06=ch&Q)*}(HKPoKLDd)gyde*a0f)WITFWcMqA zZg-2^uE5T$k^WghY=nu4vrNaN%5!UjaBJ5wB=fVIQb?rpv(t99D~Nh@@>cT}+PS-1 za)n@sNr#Cgh;O>^>w?ZmB6=6AG3Y=p??|~@kb`=YT?k%=D9Ap$^Ad5x(dqhsnFn=y zzdfocDLmg=i{2u^7k%)O#8=E;UgAc5LQtGv+$-=-#59+!k2efui0O$>Iij8MI$tY~ zeXv=T9FPmRwl!(0?iBmz8tVBdEO_FP{eJbRK2uW-!J2`&P(ax}Fv|-wo%{+FNvKsg zYfbE^TO>ZcJd&oqd0|ZB7jTFiXJ=%k;kixs1(6&dDn`dWUj*SH2{rj$yN0){LW^8J zRpDcOz)KF(y`jwSY|LQws0Lc8P*6E2!W(6ArT9EX^GzJj{2Zx?fzIU)xr~Je`&6P5 zHPQivm)lJ=(I=}(EzX(Q%Dq(2kPk@x^PQm~QTszB2n1q{nd$lo_Ca}+MR1qN^+ z6Y39J-T(I>$pJOPb=}Zm;iKDD+A2(9PCaBSv~iGKPE)x#zBb`xT@Nm(ddAZYJF$7~ zjf{LlTrUD=qpEoeV@X_*G&D9pg0J$ANncM18XL<+QVaH~u1PxVd>W#>rK4%%e#%Da zRbf+9%sPrZSpl!F*=Y5sxMYub{I(cn`=~yF?xy}bwoCGr9O{i{k;fvR}L%eVU zT%dpP8U#jQ?7#4V53^#B19u^i>MsTkm&bdJo=5su&SNB#D))S2gKqAjf^!YenKIIk zp6*}j=_MQ1R!0u3ocP4(N3QJ8)Y+ib{XThWewZBGG#-e8kC$zG7t!wrG&|b72;IrJ z&tl;_+TN}dV)0;WlH`F>#Bb7%vCfqTcfAH9*v_+$fuP%;>h6OJ+WTp|{;=icqzo4s zm173RkDcYVzi2yKikbL{cVxbO{~lk#_O<~F$U1H7U0qFT+YMzR+^d5>>+~6>pj$H0 zvwL~hT|fDq)QD9oJbS1kE3Em}^bD*0-H3`3{b#t9a`ekUYP6#Cez?RatijdE$J5Dp z{&R;v8Ki0ZT0_@gI_CJxb%=S}pFaeES9p7ivC@V%J7tZ003BLVI63%pKq;lqU2xo` z+(tqwR^N>Toc-f2u<^|q@9d{7tcnAgUV}&cmU9e0g?ojs2(MmviWE|6-h0Nsa(|vv z&(VMwc#i=>K6RJ`hwI4J_e9z7!|m*qqI?JOU(-}YhK^Fdf;YZ=8i(D?18?9?*m<(T z7)nU$*xtPuwG1<*`H`tA)8#BdM|I7x+QQAUJ}M-Nm@Uh>8aL{@ar<$T;f(#`;as0& zEBI2F`LZLGGjUE&oEG)0{x`ovf{c~!0KXH?u(g{gkva3%+EaDq5l6>)Dd`1pcjMey z`8^*`$NA{cP=^Whjq4CMK1W4+YMkSk_t-QLu9t4I;xMbHPf}>^DV7Yz2CbeATm)Lp z@$f53cpvIjSPbxDG#Gxf2U|$+qy7C7-kCRIEBypv>w@wZMlWt`h@Nb0p#P9ZWE~s* ze&XgGP=n02cfTKMzhgjQDzxu7{!pE@|MzVV`l$*F%aic{^0wS_7&N~5UFTjwYNBaP zgo;er-R_GIJ>`1c;@X7my&nSAz6YtTsSQYUYxK(uDcuRDC^Gce?A|MVn&2t&tlE2R zsY~TR`SUq}B=(@-px`%ypJ97TQaTxL9bN%ygA8ZOCAE7A7iT4O8M2(o=Q4QLTp(XU zOYm9}iNvqXZ3$wp2vTE>3xSMKvwoH^QEkaF8S2{@N< z8&mXBx*8rc6t(#E7P7WmCHiPF%oZ5Xn7i|HbFY&cZebN`KT-)93m&tyR4@cLMis@f zGqbq3cFQ(auV8r;G_M7RG0bFM)X6#Ju#Ccz$$!DgzdzA6xNMUb;EWe$-4b@Nk`y!h_Po(Psk)%YNUO0I zma#99wTjKCQK_NRAH1sP>C4?ae0cml zBE`$U#NCQg78f$H`{DtZy#P~(HJ1V4tZX+mo^Q`SyNlnLEqt~Kp3}hxI%Rge#U&~# zDqOovK|i*aVwt4V{*9eNB@&V4D>C&Rl?YSZ(7>;b$+uADuQ_ zd?0w+P+8z;MvE3-YRpGWLQ?sjS&tDHTS#@;?vYGbMt8J|gfrLut-JTupKpxdojQ%| zG#7Wg0QE*??CDcgGWK)7f4DiGP;4y7 zyHM=Spvqp1aaLRL+Lykfn%UFig@^$!GDv0b`ucDUV)s!&!LJ=8uKh3Zrv!#{I|-F< z11<+u^)3UKht3lUUDeCQ@#xGXEK6JU>bNIh2zn6q~okax<#TN$oeq z!)Vr-V6_tWKK{mo5(-fqh)}SFT@3@*9qkxEVsfS&u(^?T;^F|^ITD27R!so>W~=HX&TtLS6I*!vwmecQ7HaC-haK0^l=IGT6RrNsmok? zU?8o%ck(re5KYvoHKyESVj@b5wDjP1YYp!GUSv&~#>|}bEGAQmj2w#b7G^rLnp!Tb zZz`VdJL`YGJ(ga-KcNCw+fz}GNAt@2ECe3JYP-1_tIN~+hbu7ftx=p5SXefaOI2Dd z5yD5LCEKKS`f+<)IBy)--z1lCah$*TvEc?J<6*G=->!^p2l8&K9W?B;dbL(#6%ac4 zXK>3O&G^hPuPWvSlTV|hZA-`09=%RFKor;12=Wwqm&#t0qAhh$sF15zIIF&(Pv}jQ z`z&H5Ceo+v`=`)l*J0C;avb=~tKu!h6YqQjRDx>G@3k9{phs9}^B&B&yY}ie2r>-Q zCO>H2K}K2=a2B>NGalU*pG&-t%p_My?mUwEZ9YT6p`W|Balk{u^Hiv8b@W!)C%a$l zq+D}U-l5I49iJbpQOLNX_R|KI&C+0zp0h61!Yh&w@HxXdujV>DaUo4@fht9}p6YL6 zP87HV1cLnfcVS(5fyY!m>H6ncQY#R-o(|ZXZ(OAiB+43m zWT5V$fNs*^^8|optiNEn2LJC{?rLcX1Eqnl^h~;0HiUUU>bCxmDqlNuA%)cZ1}?8^ za8w3}7<*LL2q@sxk1fi1G7s8OR^e#WlCpeRkw<&Ba(N4x`EH%7FL_gM$w_2@%Vj;{ zSGv?u%ZU5=N7-kWPl?B`L7K=g6Odp`#0wV!1nJIi?sWJ4kaw*;=BLCD$X&?Z$YeI% zrzDsSucplRUA7s}5XQsKM<(W%-ph-{?N^xHUUFDzGVj;Rv|{QtnoAjR;4Y7aiP%uZ zy>Pv~uKIjSz88+;Jl^$NN79Vj|M12p&}}szI#EN?$h3a{W%+j=U_)$my`VYv<(@3 zd2&%ififkM%2%x3nw3BxIc~PE_AN|IAgp@og|Q93Uk|UdQexYOlcS3%Cvp5(t*#tr zXrKoL0N{|YQ-cFs{u+4Mj_JS|`xYE$cCV~F9@r$+e%GrM<%fNwcyc}^?lgLPC;xN4 zHdK=P$6`lSSi#5AlATt~W-pN7*LxaFYTlD->m@&njohVEf6sY31Pi1wuI)7FzXHQ& zb)`G`!713_$*vtO{yktGm)(Ha`YS!~L;iYP;}h7d(dMOrubbZ9s!Ga-T&)`QTu}e| zke%U+8Ba5+&{(`{oLl1_f_)rei%k_bHYyOI+rsPxc6`>l_})C0~#kR$4)cgNQ7yyO%4%dFV_GKb7WZB+xx~W zEC4YYzwR{hm%f*01P*Nor~$#&{H`S{TK4-S9~&q$x3N^0%uk2MKFWi!e9b*QgCE_Z zdGy;GZX!OMa!{QoBF>>sxmEl8PNfbi1R_g=X)I@p?YgtR?orXT3OOa35h%5)k;o5>|UD6aOL zWXUk5^E0hiqrr0Q-%U@uR(r)}yI5qHtTnvMJ-q{g@L-g! zyEh0S6JihV`;AGk<{~>K$h>qDJz4lA7^XM#R9@sig|73*!-~bb-tI_0i&}l4+8)KT zbSl6;*a~2>dZVFfdN+T8PFbSPk%5zl{SL>o*WpH93Dnmp*Jviz^}W|rwGS?6BTkM% z@3a9FbqxE~213wK2Wj&bf$TD2sxGVj@>Zc`mZf+v%)BMdVQL>vKb;H|Abv74wzLXb z=&kh?FV&Y7APHe7o7;mD=yHYio}Y%#4)oD8N9BM5TD8_}=z>|@%`OnGi(koH*C&2W zlW@VHJh-9nv_4WISJ?^r1nPf>LVokqV<$a-yG)XL{1e<5&A$;0DW&{Zu+kp*^XDT8 zMWN%;GhOI&bKPoPZq`bnic4o%dh@czbyX@Mo1V=PZEvh%v=RB(O$mu)XXl8t=t2~M zl}W*h3yjW@O|kcFPmVQobK9&eEy|GOcO z*F{bTBQBR6E|>WmPx?T;d8aR4!XIIDJo#;ChkJ~t_m$>6pP_MjwiCy0zjF&SqU8(i zmMVf#!NQ)Uvt#dbNu2do9%HN2l2_c*hC2J2@htIrydI}Vqz3cRXr5bwT<_Tr4A^Fl z?qCj1#+%n0T+{fP75)HE6Ya&SwCKf};(!-DWRowPs_x?Vb!#C9hEdnX+$cpF7P{{p z1ilftRtl-*D1!}ULwU9KakYpN)}54)EzPH?hhw{yURsVENpW)U#!*%cWy_{n=DT7R zXW7pBt6^UJ^V@Exf&d}{9n~SBzaHdu;C_8r=(^Vj2KdN!!1Z>AM}DZI6puf_VPRp~ z1K98MUzPAT!q5Bp8+K(aG*VLz^f(mM#LZPpM^o|}7)d5aR4)*Rzu1zd{_sn-c?{ig zJN8l?u4jqOE#npOnQ**A>X`AZsG=$$_qS2ubN=t%D8<=k6 zizbM+Z^u$ZY)swyl8=HwN(tWIwSGW{_3ZrF|36Q|v+>|sDc(P3HuqWoIa=^nA-|n| zThNy1wrmyOS94cWuiHZzu*3ZR7?Cn&k*UueR4k*Z*Asn;UZ)0_7W=Hpm&EjG#k1Jc zb^CYZb3SAhTGXI5%P!%$o)Wt)1O|cg<%NmBnM&7sbPr^FnPCpPP0Mg9PjZ%42X@jQ z9>!G?HJ?I%E-id&(CjGg5&Xuv@v|bI@~2DUV-`U0#^Bzb zchIs0^qan1TpOZJ$hWer4h2ebYHyv1@*(Pw^ zdul!*B>>Sb8?fTJrdeolfSY*Fz3#x0MF}-DdNMgQgv^2CV4%P;W6hlr^Pb;40JW`w zKV?Vk9RG&)riogwNNJ+@hLArF&~Y$9`k~ z3o|Dn_qg-yV?1Ah$n~82J>+S8K@Y!tCVwA~@Raw6=7N8|==(j`yAP&<_V|r=SM&TE zN_PUnQo(VW{|@9qJ-pdq_VKQya<3PeQKxAHR7#>|+PSBY>3Y+h8_heaQtf=dvPri# z1Dm}aO|GC*TFC?=uD7#qv@o+LZrRu*580eL4!utQ(?IGmIpdLJLzzL`vAEr)7NJD> zMJaJaDQiG#RA@5hpgTTgDA%3l<|E6M@ISv>Se5v} zSyKJH6!fa)zZ_WaPz$=O{-R@F0M^=VU0{=4PIM4)!3p++K?a{0^#vYBC zPXYGPsfQ(qjcX9ne^!VPSRwW*bxY6$aKTrt3Q9evq~M9HeFSYvQ8<@o8QVtQ+H3kY z)6U<&AR_7l<~jrGdy9cE((-s(vHZlmn+_`7-l2ulY3_=M#2l`wIfie*=z5Ec%+I46 z5YCVwO+K}eZ(3!qB6tl8S z_WUZ@pA^;OY*b!zNVcN)2=wQo=^sP|7BqQV4?+d{m9M~4640=4@vO3rQWO-9) zeilKmLq~yD$aa^~FxbvL3cxFo1WN_7iG$J7gUM>%$uqVJIR0)L1o!EH+b(IKUTTz! z78ftTd=&5}x&jh@=|{Ku=1yJ@E0$*TQVPo%QU-tN1 zoz0~l+-sVc_Sz_l5WPGuw7AxEXlAz51CaW-1vFG&@!1E#(1Tv$SbjNqL&{S9#N>u4 zO}OB_Y1wz0gLFgv-;VcjB^*0;%nshJ6pePq}Ri*;}Z5=Zl7aP)7-h$(}bAM%}tn!?dw~eP?i*AYGBkEJVMQIB*DwLyekf9KF8G-%5i)!R>c!2X7JBf zJHDzo^HUdAwqAIob88kZ<`yFat0`QkF#7kFqp*VBH=W;hgoUP$j$EWp z<>fbRn|ea|u~Fs?itynbHQxD<$unwZmMmC^B)n(OAemc?dNSs4uSpr@Bc&D=IY>uIh8rtX+?Tw7xxNxx)dcNJl~5u|q(|gxNS` zz}U2XQ+-J%gFdy+%If}-0p%&pmSK9C>Ihkgjn*RESj?l`<=9+!QT;T+ggwfBrRl*e zi0|&Pc`?c^S<7TX#o$~({C=iGsG1NR*ot;V%wDSI%<}Y8fP->^1HgQ_l$DAU@QvIz zfb>W5{Gp&QUC;QVhsEB<>%+q9E90!0rB_rPIiBz*QO!$}^rl<*bdARLQ~*Cy6ne|GwwKl-_;Gw91GqQcR;hzm@2@Rc>(#(AcFYQiVT6MhIiFHMeHHX zFAs{)3TtAW6~%AEjFx}12z4iu#H!_@**bZ~zfSd=+9}@mh7oPG_tO>|YaPtoxmB8~ znQ)oCe||nRlRA;)Iae`%enG-}hBK5P}yWGOgBY?eFGCPRg^jgLJ7; zj=+9#QL*ahcdm~>qf>Y_))JrAefB%9I@+_|oRkh8CkN3XG3xgy4 z3&C{cUmD=+&pSXOhe)5kzRg-3=s)=6$WpKV3-6EKK^8k6hx_042h$T6edQEYGCz~r zC%6xMwAUTv;eVm8pr&3-cbE})RDSl6Txw&7SDOQ+|8+Zuo^@d{%$`XTF+AjZ)!Nc> zP*i*a0vUmTkSxsJ!KBuZ6H13q11Ni_Jz&y7WX?POW}CL-nYGpov{DpFA7eVzK)(&G zr&jV#UwaXJf#cu$f%)x~^N*xFRhl=O7qjP3ob%36>BgGc z(6jO2_uZ`GZB6j-D4HcDqSf;l9U4-MsB;13Pa885dpQdtINlM_fJgrIm&xBhjlEg| zO#VX9)KF+sz*MD2%Ff}k5R7HqemqF)k$Q-6@${Ucey9B{8TW^hAst`;R4JpM<>lv? zFU=)HIMB#op%MxyOO0E^)%|Xwy&uoGndP}BSB1x65rF{7-Z)v{?PAB+;4mG-Th=w} zYY-y~@X@q}eyBo=GLqoSG-is*UvcRu?y*+{Uz$jH9O&GWDIR=gl^K(CfZF4NJG3~F zm)LGY9-P?vkuBck@t_|wXz@*?Ur&DZ^fqI9ZtYP+>Zg5>*S2}*KOVBS_CJ5@I$wzr z4WdHJp82%?Itsam&a>V*RSVoix63U}6nvYsj;kuJwm`p5TnVueu(jhCN<@(V{wfoZ zO7UyItHc0G6jimK-yo}rNc`xQ^@>KX*2!wkE>VjC0*Ry2;s?SI*$0TZTj zPXbhWyKRn4x`F-^jszlo?3M;U!^F=Y+_-rSsG~$C38e=rQ?f%_bFMEW_SWgtzx6zV z+eS2SE>CEnban{!S3%@Pb}$)WdUYTi=>O3iIm7|ko1Kj*wL(#SmdBP0SQG|~3Qmsd zB>R3W^)O?G=g)uO5Xvs)-HcyAMAgLFeT<|5J#u-T94LmZSH?RMBe&1my|zyOI2iF&5FfAMXI<(KZ)fd z2NU)c2_!qG2A+IIG)Lwa)eATTK@p-lar|M`=NqB7?Jh2zK@{@t($E<5+ z^15O4gUt}onrLZxjQ$u0GBP7zA^qD;kyzB)(gqUM2`AhDPl#YrpMjc%w7MIh-%&Z6`EwmenT z+%(XvjVd0BY5jG(KrC+w3`GQMvOz~Y%AHJQEHtu8WKVK6Wi_;OhSZlh-pz$k)^&Uy zMcJBdzeYzXBlJm>4lIpngiNo<$84XMO&MppjKUD`Iy=|#WYX94C#!i^76lRb5J=>I zM^KUTgog4{X~XS6yCLR5k-|oopj)kNeBl{5*XNXb+TyabSZ|TjP-@-NNxBy2Im~3n zMM(QRVG5zDVTKo7_ryVL%`T`9{)l9uZMGtNLP$ePD7$Y@xfQm;S27K5`XRDCFrd=& z*lKBEMQVY!2SJAVjFC*(;n1bcgBE}XfLI;vlfC%S9DugA6!RAoCv|HELeko*xhjzN z!+Y)hksm4Tm)>rY&1-+-b0Um>-XZ-;zr}RjVxX2f{B?8~$pU*OBF=X0a3qQK4|%>& z#8A&I?Nu|+!V3z)o*vQh^+$ll`G`4wo377sW6l!}XUu|RcvE5XYUHH|%OcAN^(|=T zC;O#tS>t#|1lfFhNN611JG-;6S%p-4m4z9N1niFNln$$ObHZEj_$(a!P5L0}S2MEVoS;L*cCg?_ zkH8QzSz-GjAxld_iA6UtiIV@NokN0h|2oqg01BX%sB%RJ?oZcJG|&Tmg87kvs`764 z!Kp%6hMAAc#}QwC)5sF_DFdzd)gIm_`w1PR{CSZ%#0mtqCtaa?TcwC4=)v}L>{pVQ zoRmON42^WJ0rC>yMdlEbeIRBwaTqx{iBhc%OOV2FbX0=76Q8LF>cjIZ@HORNWB2BM z_HMftfM}JR;n??a4k>BdCX`tL@&%#G@gN{e?j>76do#Ar5YdHOv zAf2`^q5wTq^Z$@H)uegO_MdV;(eiWpwz{#r{G%GblONVq_2W2WC=Nvs?c5kK)=IJ_ znmNETp3!jPu+mjNo#@`pibHE3C=m-)LowDRKW&qh4Dg4286pG{6V5;W_P^(JleyFG zrvN;DP!o~2NM9*c@s*|^m6mrw+45gb95qn398vv z(r-g+Vq||FO2D!9@~~Vq(VmDjUmwEy3J@#oOEw-{^cacDOIBSt94sDr`jn!G{L;{UW@!A+Wwp|?-uW_ z>IhB~Jmi6;`*Ax-EPASB924EzFeu|SUa2PYvv=W^piR|-PE6Sr~XeZCR>*t+t z8Td1YnB<0jAK@(eDwnzWz`zau8WB*+-0%T-i8Pxm%)!*P@JG_K*wS91j1+!_PmVsB zE!H~U&1bu(xuu|3k5iYwmrGdCr%vM4rrGO*XToO3c|!B>A|DG_v%@@C0>XrxeGmTSU4fN^5NtxBn(!%@U;-nGTE6~@p z_6#3&W@0uDqZW^E`ddGoiB=~Ni5SH$rR^5^x}*+(YwT4=yDC^}lkf27{&pNY#MdD2 z?)?wALxz2#0Qq>oRlQ*1x#ZFLRT_(`%nOu5!ostkSQX2%C$^sXG5R+!jj(Q>$T!Rt z&^B}6q{b#S>T__3odvxvl`~@aeW! z`mA^|lr!Q{)mJxV+|a$*>lfu$#N1x|wL>Gcw0qq3L!tAmN%)zY+*poy4btFrkQ(bj zt~=-03{~RFkb_uyu9kra_oXS=HTalI6fhMqRT%=w{qeV+zXh|-wzo&iH7vCsM9eT3 z1TBf(c2_*d(_EU8css5v9x_fAQb2Isox{T9!lJKFb-B84I$V-)YsKxsNg4X&P2F}P zJ}XJ_E#tsCMurR)=#}7C_jaYk1P5{o3?Q25x>^I20 zz@uWD%?EeNSS?pgNMuf%@xVBu$&5Jlru*mG%PQVzcRoK>l?Vxb?mX6;^$K~?`dqr; zkMhitfil_+6w2l}4;as?D&CS^aPx8r;x43g22eY@zgy(VYlu?1^Nsid z)w|>}O=jNwV&CjqgQl`nq z5vp(U+<9<--}?TlnIbGvsE)^Uo+=2EMMVA0cm=SIaQAkn2|{ju!Pu|Z+MeL zddsvHv{R%EU-Yrp_TQr=J*n2L3nBRay~CL5_}T9l#r*NQ0s~G$aqyewVw-dL)n1xo zjS`Qy5h(Uf{acU;r+@eR!vGMgK`UAu<#mRfyJT(LW36Ax=JZ`dU2dajME!&rem5Qz zIlN{D(Rky);e$#&KwpDwf#}jLCIw+H^Mf^Q#W&R-n|JzVmOH9ib4F^{QuAY%8B!|- zNT)kn;bWO1@SowrC23Q#a|)f~Zw!riiuVq^q%8h~8K%!hSJh+`Z|H|iyMki|2g6(} zA2Hh6+WK7Xr!r-vUY(@!hoL+=gqD|=H8eFF_mfc)C8zED4Pp`?JFdVS>I->c^H0Z- zaKKi5qnx|-L3BQ+P8%Tgm2nN~O{dKa zkAxnIkL8*rFCqmG=P6_B4%RbgdOL@_3^?2^79|Zmi6Et_?_DcE6=}v7@IKrGAwZ*= zhQ1)UBB8ymt`4mEXbG3)-uP8@uoK3EEJ5~~;uTs^bnjcl`7Z6%ZfxWElC~%=Kt7l- zT*rC(+aKrAwCX?7j>P9);vR9#F69}&Z1Ke!&?_AJlcc7)QTbZcFugroyb$t?Au**-RyTP%IROyR(-=R&1!{AzASpbmWKEG0>F! z6!?KEZ-Xd@qae$x%L@aT{h-CmhRcHzl0lGFHjFxwU(lU99rNC<%Rz4Sp90n+^6fXX zii*)Zrmczm+YU!Hyw4e?m+@*+;@3EbRrr?J4Ws=Vru>RuMX!A4IBK>uZWll*7;Nos zZ#nH8FZ+5wVJSe%yRk<*yeB6}|In{|U|(YQIhSi`E;i=!EI0)ivdjtp<-9;?#6p0f z+76p>!RfITzNzb13FGi(3;#n4;MEg7svCfU?1|LVksQC@xBPyS`|pxlT*yJ*bz!or z*k%uRf~5hLvdUx$Z7&<`P;E@tBYZijE+?2^ELqC@A~@mgo8*uX3nq@_N4~bIb)}ct zKM|Xd1Iy32@S?DtxS_LqMMg9{(b`S0Jbb~4btvo6L%F?^KmBdA(rW^crhe?dJYzHd zt1YM1!_}*S(ErWWf@xgx&-v^hfYg@(=#en^EgN_68o!!7xCU`!14z&7_@_U^=^5Az zQzK-45o6AZX89GLO*DBTg+A2a{f>t*&)?^)WfV<%rDr+JwJEH_62Zuu5je-r}`E<^pU0;r00A#|408}IwkI|GZ_0Oh&2Wh0oAVvvscyQnvqP-ma zq^DeHyLMs4Z+m64!ojmg7leg2mX+=PBvF)bKu?%PBx5v<2)w_7kEmZ64ypQhhTcLQ zqnu@q$<0}}x8tvQ-OOQ1H+s5tKZ;!CJN0_z7y9l$Ibtl0zF#66r8zdr6S0}+?oebq z;2-Iss4ZwnOSp|7j0dnxi1J^GqO@xSi+ba7L{-s~`G(7B{mIG64)Nc(Cw@LY_#ta? z?T4Tg&*k_Lgviy&0PR0HL=l(-tyD^gQX4QdA!Z4{u}pTiyJsi#WxJZMBuMUiH15im z^Swfy_vyT3K$_ENA!QxMt}}^BQirIS_nuAcFgt}YYc^U_G@i|%L{1hXdwphH#{**v3k%u6 z7d!i8*v7_&qR7c(BE+T{XXxx|4A9K}m8|~XL?0T+T_B+~9+@yRldliak1=_XjuS{~ z5S34zQ3zYDKk+A3^mPc`qOWB+9U+k4m{(6E+9xfwF*+)r+!r`J59y2IVw}tR!JqTR zo;JJus-}m$>k1H`um^9B?f*$(sJyKmbMaI09E-?z@e%D)5j@(YCub zL5ykx!ijbxKu*!=COC+7=mmXG(c}#~*fSYXUccYp8XFrcZoKq@QR#QSzi}&^27211 z=(jiPjRFEC8~z^fSCNs~!!2dH0}aWHnQL?N2|1&z2owpX?5I=DaaA9WPPDI#1SH

nwMUi3Uc%}&jyE^Eu31UNwjJwq^*tC!4bHy zC&nE|H@iLbO{SkR>gP`gCBx2S%EztnpI=Hx6*Cz z_}hkYEDm<&iO{pBw{|$F*m1aeu1_fRbgX@KU4YqJrfm14OAal$W{=aK&IP$Wy2R`0 z62Dx^gOQW@1p#;z@E>^#q>aSt^8v|#1vH+^lNPCgL=AL?=YPmW(dmS~`-yWSoP<;Y zJMRg7elz*+F&)UV|E^#=OKd!$oZ-HYFLGEGfhm6jqF2I1X4-D81pGcb0kl4CtOidf zvHDY>-g}F$ix%mAUz-qt?}i;E8Jr9iT0CVC&|lDhWMZ}0DzQ6QPdO;OPpSizW!=he zanMWkY49R{m_#>Phb7e}TE~)1F)BnHeFa!WY=?FAGsPa z@&aobKf#GW1Zs5WBl3qg>$ILE<6;(A_d*`OR0Uw?X=9i-)eTaB_n>t24`51@#Q#G?s$ zx~C*xX3B{3m$KiH$LPoQJabJ^;2`ENIz(#($DO~CgXKRJL&lFr3n{7!^a(30{|N7y zfw&HHBt$1Wc;wF~X6v0$|2VB!8Cb}5he28A%w9i6>775t#MMEVF?hif@EAt>0L_VP zFv~?Kk&*|K>7rRQcPZo(VIllA=r`N;*GggXMzVi;)kpei&-~*rSxZREkm`!ef&|80 zeu^vuW4gZ*BiN_dk7|RlJ0+zJ*}1UF0l_waw5nzo_{cbiHr4lQWb&UlVb{IJ zHvC55SB{!y)SL`n?ZchWC2m=d$v+|YeJTG<)U<|HJpy*rPy-ZT1+)?I**A@J=lRycZ_Qa|_4Z>kvmL)^n^9?bll-)gaJ_R4#+wOW3TcA+?Ub592zoYH%ENl)^#Z}(O_uIlh=$eOT=gX4O2BQRKAMo168SLfD zX0XiIb;uS|nR?DSf^opGJGjB%zZ7bSWnB1WDu4*8l68hZnXy;PUZi{s=?$&=3 zAME9o=pQqbw-uj4sluEI8SK$8M)jA)8c6AvFxKUy(;o$4y^3|)ioexprTQzPLlirT z-DT_Sol)}DVn*h1xL!wxY`s)+6Y!a4w-o*q9C#&qId~aRn#li)0nz!pk7|cyyCwH4 zkxSFiBHf=VwTbC1QZP&g)4IBw2kC1slzcgvwnZ@^ld4+#khj?)PmKv&zr468mA|_x zDM#>YG`e_U`<}-K!+OoNiCa!9f7rP&c!wbf({4LVZ0-gdbuVu1V zceZ-r5>EXjZ56_nQG{Fzt%;gD^uRxh_n?y*1~?BYc;OLMD^c!n=$<-H`rbw50o zr6hw=JLN<>KAB@l2epOWS^i}jf=M8-$9~Z8R~!7z06L?sa@H?9vjefY6c(&%x>~L+ zZ)Ith-;WT=mPck^*}X|7c<$BzM(GHLwO6@!{GEQh9jtbx_(E85W4|mntiEKb!g6`Q zVWj{SLqE;tERg1IsNEn&ePLYtcDKXG?-oc!0_6Y@?tgV>h-GqiHvh$ZFel6DdLh#g znVed!=R!6^qbmEdPWjaH82=QK^;nXwmEfS~bvdZ8<-TsM9-E%J3U5!>E3SEXLO24^ z0u`xu(PkS=V^l*8309}lbDF^)f5*H)h~*tNz_+bTkN}D&1~j`UJ)bTh!o610mvyc7 zR6wUo2zXga@ja5*T3qzH=HX8R{07HgwCd-C|npNq6j%{MaN;%CP^%={E z-*M&Y^1-#Auovkcb$CgsZt(j&2sf4W(mv8OcILmm2pvrEa#!(O+nOO!#TDU{=Gj-1 z!0rV){R{!f`oj=nHv^jg5{EF1U%vB?T}6uIhKDs=2X`ur#+qtDSbh0x$tw|u$|u=p z5=_%32es?pSXmH~B}-|WdNhyABKlS9-0@e88hd*j-5tJT{%PY~e5R^EDI0RAOG*Gr*~kmL{I_GOarm5biPBYsd<=^wBg8a(&YR8(gt|}>T?-rjLL2$r zJlXcW_caB>YazRDv)@AtA~$A>DC=+J{!Dz*{eLL?>!>KZHf|V35CIVpDQP98OB@=5 zl9cW)QA)Z|LK>t&O6hJGVJJa5M!JV?hVFd#cwP7X-0xc7_pI;x!{w5t&N=6~&%KZ1 zR|n3L4c0ofw4UEwXOz#gl?8wR^P{GBScCe2Y>Uweid!2f-nTz* z`<>RSIIzHG_2&=Rq>gBTNo|P^AqMPjY(4h-P8T-FX}uMx)06WN_~4R;Ie~D*$2fRV zD)6u;o=6y^8H{;wqaJhUEo`uq01&j|yg3A3Lpy%^B`Q!W+!hZgQOeRjb&|1sKV8oY zwbyal7A&!%mz9(BTYdd%=PHli_R&L{>Tw4{3Ao8a5vY2revDlWVLfL>dGaSm!cz-z z2XTjAiuq-iFpF_`@ERgJJ?&i!c=jC5Uq2TAl}Mwhm>JDWW)ucB3T+05g_6#Q*zv{? zMpb2fAE^2v*EdbH7Rx21Vil>M&4vh}XF53yJ!IdS+;^s_xvtg`&tPKEcaLHEfbTmL z`MU4Un^bwT%ArujZ3>OsnGzri!|%S*OI0?G79YUED*>VOKWydrn?v`7&IKfX`e_X4 z?{qWV7DbrcoU?5SF21RAA0@YKCrVv)P3#mEC5ITA9z^@W#37`4C6O*2ll}Q^Rrm#M zo`gH{Lrm4ggTbjREIPgBpW_d;CSD?HT^;-Y!`p20ms9@RxD%nF<@5~>CcBu6)Z(zT z6XTu#(Uh2ro8>49$5^hbu5=37(CvHea()-H@$ByI0FJocXorNY=_AOsf-!5>d2v+y zCsOel`-GPS#6a@<{$c{W?8*PJ)}taPnybL>;$qGsq@%dOiA(0V%hr{4SFOB|pHV&Y zX!U*ePnofBCP2e^IbSx*XlXy=4`KhJ<4>Al` z{H90ItG(2@hP+}lgNtoDfuDME5ppcofa}QJ1sqnH{O5m>ViZ?a#>d7+nRrCRNJsQp ze+2qgQj*UhiaN;*xt8^%0Z;_7_FDZ^IL?`g@2ihJMqC zYTr)##;2^Es$gYVT7pKyE<=O-N_059!Jdi17q#*)ccuHsxG z+kx+?$#~0pQ{v%Lem6j60ri>_%6<#MS>4~aBD9)8l(pz~Pds7uTMd}%^QfDzr1PRe zo1?uw+V_75Uo%R9id3p-){3Ezmi0&XI`s-|l9={ev(_l@Q8Xlo&{*nOMXDRgCO9GX zB`WP)h^-)x21(8mcRf3EEjWNkvo3zeX;CB)d3D&JrI>{?@bF_=$n*K39KG9h&v3u+ zb*pO$z>$UGa;EN`RhT-m2DTo8MK~6M*ib(WIsMy^h3*7m!sB-?7&C~S2crhVA6~Ra zfRWKx^%S9@r5~KWfZK+Fk`RN{9QGgs)wzPh`Fp%Rrx@5w*W-pN)1>bbn+8LxKPY+Q zI%G7-L|XQkRA^Jq^f$VWn!Z%DhoEVX>*@I(uc>D~I=mjZ(N_V>NGS&pag->fR20 z+j7@m5V74SHvVbUShumiGom`(5I4)a@(ZTUC~S+%829OI9p}-PAe=}IsfhZLa5Atp z{~Sk+|3i67o7F48n{%vSrcpd@mc6ke-t1h(K>I~aw@@nXIo4tp4>a7+ z!25}_47s#H97(BmS{=NQ8@1V4Qy!?cpytPR&QqQ+PqixUU>0)AGMvpt^*a{Wnym2v z!S#567WJQkzT{Uxddd;otAaL`Z0jwhVomGoWk)C@fYfs{B4a`VOBIesO@p__Pgf)< zIET`rHua$D_0qG2=$wW1Gw*a}R%O!NV3qp*4o`3HgSaEqD4)M9?UpN09s}_mwo&16 z;v4gRZs^(Mk~5L43TZXPl=h5*4b8{~al1u{N)4V%VQ6sJMm675-{iMEClfvBvfvn= zeyCj7_kj~+th$RwjrsmQfF~(@Fu@M;iT@u`b_EM?!CWL*_%^M=&S|1V+2fnBEsC4H zZ0h_X-#FQq+mKzuK@EBgNAC$CuDpf2+wvLhjGfPEqT_n9!#6y1i_;jq;r=jU6ZxE1 z4Hnr@;f|v1fa*`EePs4<5g^G5m<)B=SWf?vXXEamEYebZl9hp7&%wT8eQI9Pmm-s3 zH3cMp0Ww+dNndJo?QwdM_5M!2qwxi!(-4E!9XDi#LHlvifjL8i%}!(fL8#akXCDjki&dG6RX!`<-S&(I50L871Hjo0iY3t zGbCM|4JK1Xw(c{^r($o7^hP01!=!K1Ci;bY%%|N&o}HT^3@Hg3U= zooV`uIr*Ko&>~3`0WlVSqoV^p_z)oq6ru+>Pa|_rx!jHefb4)Uab$jO8W`E)v&?GX zh8kw(E(z2PEeZ!2xrrE_)>sv~qpaHF6(LjM^X&D%Bwo3Ch@Rzd?Gc-k>~KSWylnSp zA5SK5Ru;r3)0NFW(__66jq<$_2KzJCKZ8m@p})Sj>T?a!4yKyCwxWizT zC69$J`cE|BBtupxY<=xkjO;uPV^?Lxr0A=on;iC}0Pp!6@*1qpW+Mul&pTH8lpeGy z^B^j{#rCq@Hbux~8#TtQ^lGy7D#mAD@%-u<17CPIU(xIRD2U^=A_eZ3p`zRe%6c>$ z+C4LyUu8sh994j@7&ba3E=@4ww{nN{+x>yxr_3So_QR2wFdU>1p7KzDjQ*X}BmHJ- z59a&S^)?@900~+{1(b~ccuxcw{x6i)C2DL-kp1BEJB&cJQM`{*8!hv;okqCSo7mXcI5`~&&7Soa zF@ba&601txL*~}%u!f?yafFZN3q6#x2Xw3#iq=)A#mY*QxyKH_lqGL__p^|4 zPD9Lij<&1UZXYFm$mR?p8o)e-gBR)DU#SD`)wBN_QKh8_7+JlwBX6rwl|O6rOV0Au z^;S5k?W{!J!=-6Y^G7l#6Cb9koyS6M?Tn7pePf5Yw^s9GeVlSV*6-P${bWqNIIYR$Q6Du)l8Hn#-QMbey`yRp zM4!QTqm}k}@$??ON6z6$(}oWG51{t9 z{!MOpayx9dI7VA}roX<62Bb>Pv^qcBHFBqKaYu44f|w0`OEjb6dT16xty^FDHdtV2 zFPjxX`xXB=G3CzWvG?^Qh(Gi4N;QsmYXwH9<1@I=HOR>acALZ_@J`kQ0gV)R)d5WW zqudOfQ&vcF@~+HV<1ItwTdKhjtXe)_rBm%t7ATXB4>e_$HU0&*Mv}_g>NK`u8yL0R zC+Op?^YPq@KKYz8B+(to_*_OplBCV)+S83UG~j4P%liw{9$Y*F!>ScUj$)yKxkF=p za3(w(PPZ=EpfxZA!DZI#JSx8qI$JCyC6X?+Ed7jmQ`AWnq$KxILt)#j&<4 z@T%4Frrw6E1^Xxjc3$G;%9u(m_d)U-gHp}`t!0?m7vC?o;a8F%y0;Vx9SOt)t;XG= zWK?6|j5en4fo$};0IWyj`AF%vb`-^rVsm&6T=XjbZ2u1h0&WkJVwx~8Xo2*4)DRLa zu?J{|A(X;Dy;!=`NWT_}%Hqs)Zf~w+FFsBE#xXg|zr+e{+f*rzZ=ee4d*_OZJ?^PUKMhWQoDu1{MAzOi-%4{` z7Q6q2!sh2jL16)>81Vo6cpXR$Oi`%85x|(#5kV#Nk8|wVW(PW&TmZP~r4JiN2NH;+ zm)~kg#W_o4=31%DzSY&LZ5XYTtKB{yAqtPXj17CP%QVSKZNPvKSBv1a($zfuu`UNh zNzRW@TOvSY(mb{WTn7~WcrE&;!SsbX^2?Pn}py06)@!tFbGz|EO@aS6$c-lz$ z9*Uu3hfeR;KpT(=-s=g}C_+Vy7VSG9;H}i&S=QkuS|Eg60F+7U5s@>?|0H^#OffWDhxgiRnsZ>$%{QP1-YGBxty%GU zNl`&~4g@-bN9wi@hLKvpUo~TtB_{@avVg>WvzCR=*tog9;1)=QRm7W2EMDENqJ%!N zz!{;s>l%Y^pgF_8Mra;ZI-{HCO4gsne#>@nU8(4SUN=51%UtN3l~IH0vuVMBa12_B zX8;x)>FK!<0faArw+UN&6ZF0mP+Fr#+&tJ7iqf%dAV#PDH1qrFICX?Gf{Nx?olL21!Ga+Su5Ogd> zQl##lgM_9ceR~*Q5w_jqo^geEV~D|C`)-NMty!jM@hczLrH_to{l^qb@Qw?Ci=p%X zc{nJGvTk8^cUGg)kI;Hk{ICpamQU`fbXS_0L!4$}m)nX5NhcGv9Vx5EHS!Y|)J8wg zz4vnBl0n{oPZWjqo1s%}a$67Bf99eTe(}pYdY|&Q zP<1#HKKT50HtWWa@Tf%h0G6i6H2UkprC}_2Y8o&FhA02gxuJy2&Ak(Mg4b}NAwLU- zQffT;N_Hd(-SfwY2)N5>+xp{Qs>bJ%tEhx{hw|0_q5kozb?RKWcXhSPHKZY>#{J|R zoAy^MbBB-UVFS&Xij`j^4XF4@{a=h!#-sY7C*n#($uyuLXf|Iv(l4(&KLSJ111gSs zC-vdGMeXnOR)VPe-G)2Dx|W{3ulU}ZOqD`o?xGTRuGJ>DfOxy~(=^vkyXdW@y_1cR%Clp^N17~CFer5I#A4UL$5BNf zl$^r;$ppQxORjxKA2c#$RNy#&M*_vet2Gkhdk{0PU-teF6JG^4Gi1H@SN=-cG2vk_ zq6PP5`ge3se(jN&B>NnWA?lp_9o7^D`miA$z;Aq41hltJ5`aB`bG~A(1UfYa^Rwgi+ zd-PXd1|C{gakhSvrV>642{s3XFbK#2`ZPa~)_^vCpHkR$h|NaF$dZ$V!QHhcctD@; zUH-dOO`$P7Vk+Khp|>BdY+5uIRUJp;k5er1hbWa4K5Dq_th3yIMm0uhZ#0DB&|p}< zNuemvyjA#s3*_#gi94>7AbJ#BZajSB0W~(d1^i`bk5KAt6n*v2#ah+kHVg#jpz98E zH=fBhEx6AC?9zrT%f6?_aj%Avc+pkP;M{r71doN-gB8k^jJe2I2aajr69I7b*LT3} zU4sEUUIPr`t2LMX-4!Vxl5*Kbn5MNCh})K)=Ip*UZK64!OX$qmq_KP z%efH*2&!HNhmvG0p;>nA&tQw6$R*;OP({AUm_2vpIv>}L$<<<{zyviUL2JQ2MtOQm93kG`&8rl(RL1@K4AppFNu4!1Ith}*vsTGV$ zwzTMeL4EjL$M?_lJXJ?jCb2n-lf>aR_OMymu!Oq>78h`yVyVDMdK0s|hSWBMor&^@ z>sB}mK#M=|yr=RUs`>|`l3zRG5U8x4xksF*^Im~6QsQVuwtZOsFs#0QdpSW-5VQj0 zssEEsgjQz#(-e0njz?vT#aTwpMkR}1SxQgS{Jn#lc`9GTiF4qt=51sC&_4D`oA)+G zCJJUYxG=Abgx(a@uT2xiWl#y0u;X)s%N%gOX;6~iMl0>V2}E-lOmb2d*nKs$UhxmN z_b9FIj{D0@_2_X17PUsV6`3;y(t)k*gjr^*9@;i)OT8h8m%ELzchorgJ< z(GBwaRrOlGvVHz$>*jPczb<8jiatiyh8@}WZM4m>?Q59*)|0vc2>r; z&TlY;vim5ckCX-a#PN&g6|(7hDh}$uc?~-7B;gK}R%^><%XGc{V_nMz$58I8S7(#r z8j)sJG|*j-qx?yG$KprG4)W(CvmA?KzsE}knR@e60)y`u83Um*_J7+i)Gp=EzGu<@ zZfVUXq}i=R6LI28`ediU>d_s=^7s(p-I0XcZDNGW!Nv8!*X!YlKFzs_?q-Xz)eo<% z?+FudtK@pZ0xdimNNwG{z76k*l`Gx**3Qcbi7mPiF zOVPa{uJ{mx<8Uz^aL3I5mqaSFcJ)4omi07gFbP*mn0Fu_7Y#hs6I5so7FA+YDbQa& z3zm9h^0n#zp9_H+dheXn!Pi^-{BLwN%9DupK*>-7-{8K= z?}N@0M9QGLS>~!l@A#DXFZ-7HCS#wM;R4!+`5jy>2k)Ai#fv>~&|8nJqO`HFLasdFD*q2ktBF@W1y=T+X6w!w1@!1E zo%-XlIhO$a15GpvDgVpCJMpW{5-}gc)rZ4BXsU}G%0kA!cnwX2DiQrsBf@sQ8`A*m zI%w@Zmj8XJDX`13yN^3+OiSuY>(KBnvmLwYF@J+6P7e}Hksra-LV5bUym6c%q{Vh$v z9DC%ga87qZy5cah^2}#NrTS0a6=qkeA-s8eii-|2ckENxh zc4z(W%LY!V|ESX6pl(@mS>5?;4sY2T9wtKO1!hLkWYxD&po*-+OI7X_StPIc<1?C%ZP0(QwqorPNVyECpn%I^(~Dyi@qM|)<5bMw4iTq700{Hb1hAj- z1bs$HB3hD0R&$;oYetVh@5kq~*w9QnHVNo}UO&$F+;J{x3^DZZK&Y^s^^b1gkgtR% zw}%&`N3rAMYSr+2^`|5$PXc^&JRe1Wd^flJ8$NZktL%I=$rfX0 z_v@<7@pEJ~)Ei;dLtwwK4u9|`85sLLd$6B`pjVrMo6ufVB3iBneXlezX)~`iXOgbN zXh0ZjUGZmRr7C%@R(lVZYha%dNdx2TvxTu>G}5-|Y$U%}p1w_3n1efBX7?Bzu58Va z+W-0$eg=`Tu4}s*VYcJXO2)D$@hPZ-k@b&$O_4s}b`dtghwdy3OyN2ovcUW*VNHg2 zaB_**y&yW{UUiJKTkiWaL%BEJM)L()a8UTx;Qp_(tp+1k(Z{mTMoo_+g2Hi%J}q^+ zW`4?5dG>4D?RpD}F{4$=dz!^?9rJTZS91$K@Fc%8*S$riHPl_L}$r|ik2D5$3y(O;A{RWSnAryT*RQR)PSaqwV9 zMtIr7P30!qnZ3SlPfK?{A4->JsZ-PufU2o^Q?!WpMx^^9yTrCzHl~3+px+bspTf-S zZ(-J2uj8``YIlW&-i;w^{H|=MTkbtRPUF$Zq)e*hB!{GvBygjxO5SWrdDI3-vWX+iYqVaPL`Txa#6a0S~x zVAyE0S#6_@RyHTiP3nT9hve{{wuZ)7PA#Bm!304RY)!9C`TxxfvF3>~L-5^b3@j%Y z=z9?Zh}IOS5r@bUP1yD8`04I zKxlD-6WIzE1u6m&dhaQ4HXHzF!>p)_&6@Q%(m4{~x=Wo=sy8P9ZYwM-)L(?nUTp(& zgU4tjI@-96?mOGOa@9hOrkUGtXc~qsqZQoU*3_-db^`u8j9Fz5s+KBx#jY9+Y5*<< z)S1}BL!V*W0(7JSv!~&+Z)FYlOj5g>FpxJV7pPJfqlW~>!Y5GURld|@p8+U#QRq7@Z^4({3_F*@+OkL&@S-KeoOxK4eaqXw^8;3pgIJuw-v03qyMW5!9T%skz)37hDO7N+TTyc z0z0|O5Sc4^)2pyFc#wTYO5W>XhDq>iBQ{(s-=r;TDDlPisJ?P?Tf@2vuT!F+oL-K= zRq4^zJe}=F=~wOGFOG@~*x4wiXc<^HVS~+mOZxvX6p(o!Z>6B10Pce$Fmv<+`RdAw z{#mz%_gRmDsKZLwOv%~gSfeCJaX#=l&-FP6gJ8ix?OE5wa0tS6v4{o}tqjTkaiMak zscUqcP#E8nbH4Vvu4_iLV9U}#zt{;<>L2d#*^ZRS0nT%wtoys2EMeVkAesFRi$=1E z{zI0ZTOlJOHl>i%H{ec1p#LkvN+hEh(*A$ryzZV?n+8l7D09K=PI5bVM#U%74vNsJ z)FTWKY)fF#FI*m62w6`SQJ3GBHy-AJ$&A+@3b$$6sSyT38nPdC zGARCknJs?)8SF+uBO?~iMZV-eV4P|H@>F&pTd+4iYQwpBfliI)nDT}rxjekExzccQ zVHR}Dh8<`sJM;FagO@k7F2*>fYD;xNboHW^bM;mec%@34uFt`JT8)yTJ_|57#moZr$|Gvgy#)4fdKvup zdJ7&g1s>>EvkQs&{W4LL{yYfda1lKIPByM>3hUm}SIM)%YrW7>^DA9YF|z-su1Hr( z2EHe+1;X?)lpo-xr|Ggs+do~*2eH}I*r>qW;~8(}GW{`d>@*%)zwF|@>Vi_|Gl2-W zWlkSAM|2eM=W~jGGj9#1s{#a&XR{5wm6)uoHyX0X)>Hddrk;}Y7|@N>JZ(<jXVahTSJx(jVWVC=0J86$n*8geu1n$5&eHFr5;<}P#fx5cbPd;6;`u20pp987g z*T5X(e}&!v)irNm0fW*iKp8dp=nG-E_P&|=Cr2G475PT~oRj5;|lr1qnuBc^oE=pZnEIV*S( zz`0VW?fGyGpp!K2Yd=tyGnAgq=UHPBeb(^RMg73BVdiHV!aDiFQ*QD1_43=#pQcPJ_m9PrRkEIrE4LCw7@6oEp!K~d&>3k)f_v3Fm-8Tx{Wc%DTO*Qs# z?hFqQb!l>decmUHN6#8uu$C1^k}3RB8>(!U3ar+7&%R-zH5cGSti!jF6f{hqee})q zp)hW}J%vas%o`>j>g{qDy86y%o(aEkYaous=D9UErUAVjY_!tD0kcA-h@s#qlz_Im zh`(X~CUvduop;64>YC}5>ffzlE;ZA{qoh@A7pw7#jWz^vCl$8b;aBH-?WP?KDKf!n zGWTgBnlJ^BDy&`Vaxbk%-A(*=(zF`5Qr!Rm9dYZZ7E~f&Q*O4I`yC8_Kunl4E5Kf_ zas-kRKNvjk=$vFTSG9mfR)~AAh(*USYC~!w3$U z;tz|lrwUvX`DL#UIR~bJxKtB2^G}q3=0wV*R`1G@eqgr`SYr>RRpD3Z3 z990g7O25hFvwh>cy{+4PZ`S|0FPB9$z`$>QNA54V2bN!l!};Nj#Ix}fOi?SGI8W-^ z8B+=?X=aVaJZa?V<6%v18GdrFZ51Cc=CWKQF`INJ)ybu5^1oP$o_pLadbLuN{u`N&D*vrSSXm7ahmUk8jE&nIG9nmOB$lz|7376QlI6EChbIT8+-cR$ z?2B;ZK9L~FhA2B`f60rcKAxnw!*o5rKbEr#8hSJiWl%RuVzYtc&Wg`My{Xc&YwS;B zceaO{xB(eCo)V2N60N_tOyjJ_;?ES^rvLDZ zZL2~itQX#I$j7^^%zjEU9*aL#_)2X+XOaM^5B2));!w9u`;?_&Er~ zF#vN4g09ItB>^}TD$ua+viL}~Ft}iQS8VHt^3mN|v+T4n^a>UC4}q5Or#TcI>{3l{ zSg0+E3cu-QY$)&Le|Ok;NH@m&lIo?$?Y>}^HfoS7z({Ty6$h=%MT$h6w=Or)_!NVO z2l)iRYLr~~??s{-cXgblp#kgDfIQE~u}wiD=gtJk&+IRjM~6=M@*GVrTaw~^ z3jb`FWLKLons?t`_7(K4lPuwN`l(;8G0l2i+;{YZSXXi&Cb{x0rVzp5QqpyI_gOw0 z7kCJ^|DtiI=sh$m22{Iyd2f~W^c;6YyZct7(aX~f6VkCE;zPH5oP%+Crtj`r zj3mb@lLUWSLwLmMOE#Z(RE-@4!YL@m^Cv7`w|!$Nd6;b?L0{HFkwYm(1-sc>X9G4N zs}CT#i)r@qL37SiAZ-BUAO|g|;IwGT4VoSDzha3$i(qbSq5cqQ`!;S;KQ1-Eqqgi4 zsb&TFJX7pno>#huI1Vsh>Fv)XaA^PC>nrUqNnYz@PO&pUL|7>O_;q`0*9WtHJSnWfZ@%-=LCdSFf(c;FJ^$QtQ%aaL^E<;jk6%%%ifi=8r zw&HCZSAu8C!^ZH;{^R0+YIGupCX3Bc#P8c$+sl-}8}LMV8!_YKn1f2OH&gK(&_CQ< zm(5Sd2oXtq_+sol@o6u#uqeaY#i?lB_j}ue2@69*8;adu0H}rJKl3#ELY>2Rf*dhPe7dxh5*J^l(4qC#vdy3Pf=(N3DAU6m?`ef9-FGum^U z|0)LYPG)@ud75ly=ur4cPNPU3M~|NXkhm&Cb>29;-6U}^@{?Z0jb03|d>EX@<9KVfMfYi6b^ zxU210a$1tTlxgs7gm0<=-6U3&LSHn#Ttwz@vTrG)u)%IRcBgXYs0R0z>e?|QH^DXG zp52Rz8IfzdGaB>rdT`aw!heN=eIKU49}>S3GBuXfxyMUKtc%f{zw(&%%MY_5Q|cc! z+u&K=3O!@A+~`Ps63#rwTCp~gNlW6&_v>x)@vA9x5x7~do%{Q{(Yxb$vqfR~HA8c5 zPGij6_xZ}UmD?8c&h5^Jdx-ktZq~9#k$9f#QxA`G#&ygyCXxhoOUIdTJ%Ntnft-h{ zCU-=UJQ*CjG_mBeH4w%wg2K~WP`mzHtVT1?SgU{s$AX`($viZsc5^a1-gQthnWAnm zfOh(}t59aZh9=qG5rlIoAsvls)odA~bQ0|&zpX1)_PjNcUafmVG` z%z_mDJ%~64Ej5!DRf7Ju)>-tlUu-mltj+pLonTqtNJ-;!aHEbOf@0Rgq@=WyeyqM% z=b66;C5>yY!)0T+fjQwga>lLFki=KWch!ENt4)_Q(Ja!_w}A)j22WOAU`sW=4ru3GH(*| zRMHdto31KL(HaH zX3H%t=$`9fj1cAjHr(KXRTkz0#dJm=vC0tWhbFw}kJ)4SvBa#TSz=`9=}1mYy_4BMIU=SvFNjeywX!$z@NB2FyD@nM^ z+mrRY8?!t`oy@J~y3?ITWr{Z7C`Z~uBcLm*RHbA40@2bfo5O1at^h^?h6Bl^nJ5C* zGpD7y8>&$1*(NV)u*V+1Z+>!rT!!2>0ZXw~C$t-;D(zST<6`)rVxkTUaL~)-C7bW` zRxB0dK9i}luj~Feqswa*C2{pdR_e$8lK9|vLLh#U8C{1a6<538XoAHgf4jV_?i z5&0MKe)$l*R*4Vs#V*M*GJ2U5`-C%EGYs;13f%e(5x{0iD{+=T>~M;t zcwU;wanl;O%H#%Gg>eB?ql8LZN2v$EC#Roo4!SiyANpyKDP)(mnketRqz7-+UJ!^f z?D$xx-YlhuAqRIXuXMi!@8h7PP_QNOH+V1ehM|F^Vz7ycX)$S=wOmR?xqy9wa_sY+ zRDYXX!B*Hw#FXrhpyORG{Z;{|^WjM_V`<3e8TdT1e`9CHO+l@1X*Z@vL${IeMSfXu zP~$D~rveUxV)hEDaFN&;`-l4A-|t559Bh~#sWQ(omotAK?3h2TNjy9e4f|xPOsJr9 z9Y=W;kTfo`gT|mnxO(_U>sm`qLIZOWGazY(J4-Bwf3~jb7%9 z<5!)@7--{t08c^ba3A|ofs`-5K*dWn=E-UzHu9|R5b7Sh+h?QNFP%S%w=*dsI9 zjS5ACHJ2pr#4=8+=D6Fw&|=zQUi-dr36+P&aw*8H)fM|PP6}B?ZLhx}@|NA0QQs0| zqh0()BSze#*)TDWyyzuxQmu8$ko;gQnk1J6zO~)fH3w*hI52@d<}VjlHsf~s+oEUM zNwPVY>uCNd$%%q`s6|XE`~BRa_YOI!#k$LBUWon$efdXEX5Tj34svokVg=RhjbXKG z$jP<2D8J`O?_E~@`uL%*{may_x_D!_@(w4{>`52N+aZQYsjR}yuJ2-QFRycH^bGXa z0Yl(ShZ?v7WTB`@P-v5FJWV}={t9u&id4PAtKF_LOX(+kyc!a1F;1I#ZE4|MV}l0{ z@jYJEPrQn3AC&N-kAYz%6Un_#q9<%pF4SivqG(T&hkMvF!v%!tNi*ogA%qU8p0-T0 zF%BAb9Q-EE9E;^`ZiER~J1={&;2cj2!;pFc=m^i_(<#Nn$eEkVL=;b!dJFWLei_TC zSX)w1BUVXUdXKpm<;g86#FzBTu!|_m*eE(Y*0Y@XLu5<1lA;lRrgxk0;27QNH8ccS z47oWn`4VE@d4hKlS21c@6VsdIVl?wi^-L_&kMW_P>W=ttHh)9&U%hg^0cB9!EONaC zudBPpwd+Jzahr?T?41wOpIQzsGDmL_#ZZ(StV?kgm5?;(tNZAH*Hj6$LQ!(fPskoU zmn(vS@Aupx9EZfN=FZkc)ul3)PCE7~MXy_B*3+ikWWuM)PxN;^&4XXV%|Apw9NFk< zPxOz-bI(@YHDQeo64eZSS8<-Rpk>;!<@l~gpz`qo8_l&0^PR!bBbf-w{-nTjk#S*L zr89`gUP|=N45%CjaR?tt}keG^c$-iP%%C=zybL0Lh=F&$pFT@ z`TlA(^W#np%klI~{#L24WC_u((l5o&L~yW&E4UQ(Po;ArqeOUS)> znKV62uVgS}W~l2}|3!DIessD}xG`;gyq%2I1ae}gm@Dd1i{E!955xk~&bNgS5;#cG zTRAjz3ik7ISxo3(pwn(U)|o#g@s-AAa!n2BoPmXz>kvu24eeLi${N%{OmiZ>6nG8G z+unNibGqKl{K{-ut$Sp*MjlaO#^rg2_*}~$(CnLvhA+^;~g+met2#MmWngY_%y|Jdk>d%QU*N|5U^mZi&07AI;JzCxd5K^x6d zx5vFDFJ8|1n(P>|(a_&ED1tmPuR!qe;%3J_%oJ}Gf}*ki3jrJym3ZG=Uns;6Hk64+$dO8v?xwFE-b(U3lAEar zfkEXTFeXJ(t5_KqOz=C)cITBmoXJqylvndA+o7!H!ou9Z_-s=T@4gkMp`*Z@dnynW zGKt76E8~Oh9|>(XyJSnVM9ZkfMnRdr*6Y;P#>5@n@R!%)m5;sT;U3ccnrnBuv#vs_ zt}zd^{No}hD*P|{F;G0;o5TyI1Tg^tb1fLmgT_S+z>r1pE9Hh5;ya}Vk_;um_KIh4 zseQNu{ZG9I%h}QJ_K(q#$3=D@@g=@vD`fMmCM7V-daE`|HU04P^U)j@iEaJCr-M}v z6xc6Uqcgsaj4YZwKa1LZ9(56tr97zMKFe>QoVSFjqJACBE!$BkWaT;e>@Wq&+QrPu zmwA4ibX|S{4|gyC+sJ6M$UmGt$!YO?CYa>|CJ3P--eyyd#6dhkWyO9tn0e0-Esi03 zN%Uhn#B%?O^XVU$sPL#jyO8*d40rm&sT_LOL$n7xhT5pLIVB@nT14-xPhUf_JG0+h1rf`$dDd<{#UrK>;-@+7VfPq!?@ zE}88puK3*Qi=di26_n~}%XZ&5zK@>`(@^Wb z`1#G}tW>eIwCElQ$u1opO1_1XI6|uKK_VJ37BgbW@7?*w4gmu8jt$Z9U!yrcIhnm- z<_mLzB&{Mb{DNIIvP)rhPC{{1_kKi!<(zvhOMR!8qCRV3Mf1zxScAlY@2<0tt@@7w z%FM~6k~Q;9wd_}^oOB5jrSxxX&8AqaXCL5|H4h}~|Au=S^3Yw$;+6rjgKgJ+-z|V3eGzB5=&>^ybnqgf)7N!t zT!hmw?OkFEM-MM8$*Zyla>jpX$c{rZxL)aD+mKARJDu0pRj$fKwH0kIX|J^2_RmzA z_0Hh`XzcazV+7dx(Qtt}^KU+H^KVMnjSp10uQJ)8k=6p1>XQ~MC{CsE%0p|DC~BeL z&}shT@V5Nu=~Cm;Ty{j#SX`H*dVPJ7vU$Z`c0uEWOYn2$s`3f!^W@MO!k1b{Abb2o zkl8W|!K_Y!AUTWPu%7IfeZoVMF@)?#P6$CQb`Yd`g3wh74+F0!W}{Xl_`UEo;O{_jMQ4gDP*Q5C#Pjb z<<3nnpDybl2eOrk?}D^_Mo>^yf?J^UjT`z1jxGdF7uas^pq}r0<#i)XE#z#q^*Xs; zdC>jq{3op(`8BurWvzGuf>61_z51az<>N8P)+aaSkx!DGNfTDzDh(^97n8=FN^KVe z3@9Am3i)!;D7Zwa83y9}&G)rLK2K}(TB*3$@v*mD$J*Qm`s_JcRB}`W+iTkMKER1{ z3hy>!IQN9=A7&U_FB_yC0hmfRbm%MJS2t1qs(SvUh>pYyA#+F(tKRf7DJSGjH zPh*KxxjS9Y)@`e%xIFo>KelW^F!STmdi^5XiU&>jWvTOV4TT9T}Yb zpdeX{&<9%aE{C@W%-qti!oJ zD~2~*J$DrB*11lDsn&Qt9H}PBam&eY>IL4n)HAMmzEYIL6?NXa=n+X7)j++af$|;2 zD*c^(Dw>(RG+pa}I-s`VuP#m$+2#OYdiLivJ{4eofz_zen+NR$vCGVnR7i+2l!C0( ztLLKp(5YrhxUH(tLKW_~$FdBTi(RFH z2;B>$-r*={LX71&nLGDxZTAddDk~=Rd1-Pn!yg+E%!-nc#q}SvEYQ=8?1n5*6V~~3 zbo)c5ozIR5{lL1r+~1Fs7kmSnO78!Tvbkie{a*$@*|iGL*#R3jlUp2j{o7vvfKdGyc6#B=Sh02oy8m<^7 zMexFe1)=_UxHh0A21W=0n~#soz^9arkL0jB$*Je8-x?!~-P72NtPGa5wpgbJxX`0+TggqWRrT;5R8Mk&38I;l=J2l zQi{)$U`6QZ0pEBRxs>y%t(X!eY$rG%E@4a&ut_z4OVDuwOETABE5-Yi{C40=pd4ra zqycV$yu3&%p<@sj+2^j0h9>xN;UHb>3^usSQS9kd!;FY^i_9tgVCOjKnxW52tp_UG>Gg4N)Xid0_*Ud-z94B z+SWL?e+LGaPQ=WO&(jT^k;Sk-6(2ge@l0wdCg;71)1H#A9+|qx5q}Hq5itGr_86Jr zw8(6}9q!)a@r+%epWs3)yHqXBdYXg4;I4@n?f1`c;jWAauQc1H;u22unY*@5=kd=e z#P@9B8+spi*m!$h)rDwdVwol(8!C0%)yEZR=0`iSZ%n$|-au_q zerfjbIoENTbuGqsl9@<$=}~$c`k}+!TeyCC}uW)a#6`G-`AU1 zVWGdXggup+Wh^_o;%!Kgm{8m&T0JW7EJS7{`H_aqF~$*fxBbQVo})=+mU8#4C^<{Z zh?}|j!ND|MCmC6obQ38tZeqdP7u-Vi2)gk_@06|T3a{Hl1U?ryXWL*-S2ECYS_z>D z)l&~>FEF=9(mVfE1|02m(4-%+fx&B=VP`&vcAl1cgqkA{9uF zoh>@t)Tn+%A;sP#L(atX{d(Eg2SPgR{jq{GB5CW5LXcIPf{F*n=+T`Oy?rJL%K`+< z+2>b{LTb|Q|viaTgTlQ{~w~>GAholX9LBh zxDP#gv*u7eL+&dl?E=bW2iEf&8f_fE2tD_0VN zq7=1(E|}t!MiJEuf9uuM4?CgsJZ??@Gy&0v`m+GQ z!%KgE69UYNORnENWY?c@Db4@iiU;XV`mYZh!ZBJQhCot1j3i~MUtQcI>g{0;KiF)> zeZ9y0+RQT)OS5y1$xPc8Ik4Pvf$Kh=>6Bn3gdSh&V#3mD9W`sETwSEW{oH&^_&!fQ z<=XWi%=j`yoCpbIr}st2Yv)!$ep#U=MNLhi3drmvZpk^D6OyjLtb;!!reGZ%VByIb zsDnZv5y3Wd?U3f)V8=1ho;jN7`q57R`e#L;cO0n%iv%@fb^@EIcTGk%*dlX=3vVu2 z8Gq!WV|LFEg4)(bLsRNj$e08%JT0y6$IR4`NV>WFKU`s_{FIRf9-8gdovCdlXDWH? zC#)o>%BZA*^b#9g1XYJkrG5q{k8HIw%Rf3~{Wi0_HUV;#wwY$YJEK2i>%y6eQfl(b zLg|?(6%5vl0mKZ|$3yn)BlQ|^Zle+-ZZ zt|srh>MY^Vn6m11V=op6M=A7(H^oj4IK|Y~W(#+_t)I_S(G>KE_#KbGJA-7qISA19 zaGM5m=u#<|pO+UM|HxH;Ss7(+o#z|+8QC~^^Y8TEy6f;uWCQ?}unvlUSMp&N=1T^6 zz5hCP#)&e);Arz_RXH6uf#p8K1F$C%SMH;v;1_p}rqVd{x-%qIv^V>_aZ%U;7el?d zMxrwC<%9JL6@IyR09AcO|AEJQPYW6o`^Iz^vD-IG&{hb0+xU&qi}&&g5Rm73z<>s8 zib7GlTmL!`8S;YHtx-TcRu{>hPMfrnninlcOGPcM>fDCX$1yosHhTD-#T=bS3mZog zL94(wPNaL(1LYf;B8t46%-~~plzq(h-lVQkwuCQcVb*eM;M7{7n4bNZ@plsZBxpa@r z$2Pl?TVggxETE91qUwh9*r1L0)(P}leq>ZWmzI%{8P*K`j_iLtir_ysn*5a*^0+#m ztuQLv`);~vZhfX@-x%Q-Ti>k!)u;B&QG6kk2toelW0)aK1hEzqKqqhY{)K;l@QC16 ztuVoPh|*K%(pSB9vN@dx21OK|#yJMuodKIm?x1B|G@Mzb9<-`rY^zm4fcBYBZQamrs=}4sEg&z@=D3?$Kwwju@s+JA1rdgI!g^#HBM zPuRHvRdM9&A}(ew;)JP*iHUXUqkC5WNl@G5>fwVA6+)YXhbOlUd<3fh0IDe7z>TG< z@q2D>)7;`uMlSpc8^5pSYslt@t-Ym<9rvZ=Pmgw~$+5lTkIr0an_Rd#9kQlVkK&ib z1=7v$A%0o!rhsAYZVR)xfgdZ>6}}uRiV^7#w3ILCUctD-o5ma%c-|w%HFz?kY- zb4nhL^~NgJ(s!d2>Upas%>aZAqAYs?HZmGEeoal!Vjb$R5Gc-b)mcO@83&hifTPdl zi2oE;Ssb>zvq!h)@`o9`YVm-*Te*=0Dv)ZD}+aldGnTT|^S(-9j2S}0;WKk0*uUQ0*76r%r1J-2ecjGLR8eLo&OIhaq} zt$_;o!GN#x>e8`b0hqJcocy=y#OltVIsy5U2y>5THqQ#2iXN!SYNEn4S8=l!WSX!j zq~d|e{6zS%OWMG}NBE@h!5*8*BO|`^6;_NCLrhNFrn@|v!|wGnE`qp(jLwyB^V*8! ziS7_?yI%Ea0<)gN%o{&bSQR_M&CWS#KJEEt6E+U7{JX~&6Hr`mdg1Bk$6bB?L&Uio zRHSfQx|0Fhp3DZvy{+IC=^2;bC^5b(m z3JK)Fa6fFmX)@%tMTmiAGcrt{45wTf&FpkrY-0krdGPTvn;!sBEch;j zL~qzbvZ0dt5V4qSdPiaUNq{V5u3H8}qk&~RchT;IrF|W->OB$r@>(mMM+Y`?8GQhk zWdnnq$R)c2+hx0^XiA_Wcc^dos(H;HnAtTe`!#+P5!zWm1v`3*}) z)lk3E2=ZQs>^ufr>7jr0=3)SikA7j87!WNy9ib!kqASG$DW=(f`Db%$-6OCTOrb>? z0;s}xZ_V3|rrE-2fN=w++mrF~JXHt-UhDFn`SoSmo7Q&4c3)riks3*DORr?k4OP9Du1P2%^b7$*8E^#ZdU#GRc~2 zSiZ%3csTRjlOs<>pWwB_n_yJ_;}0GL-oK6!krPOqVl{(+?J?E}9{G>6jdQT3@$j=L zAF{hh7gV0iRyyx0(HaB(Ey*GzZMIX<7`l7zYItDg^9TLXm=I5JhozH~5Lf)%S`;R} zwL_FmQ)d`-=>UtE)u`qV=+4hX{TmH*TVCp%7=tR1yje&sRDqzrDrO=MGO|Ok>B{}f z-;7ZRQ990|Z-6Jem6J;Z_+fJIIjzs`GWxzKZXT@Ky|bnAQx;_3*}H-6{eXO8h2}V^ z|M%0n+?-7Q7*@PZGihOCa8D)e zO4B~oV@4-$QlcoQs7Rvs6-@*zmZ^;NeeeiikHIGdTbS}{%thEs_!AeboU=3%$L<7z z8mtG3PLQF%hakfb*L3R8cOMuVYk4931R`eVJ^$bn)6FM{Th)-mS_V8dm8DLWU55`& zE8ov}?6_$UFn6OG@$I<&Q*lhVp3F9v*wRM2PQgr7;L!2$1}&g1rW$^s^>SHJOjdfO zv3j+BUKjc5#+j{)yNpF6l{6^;m%EcChFf9LUEjLOOIWD>T9`ONJb@YuHy8%D9=krl zMd}j`3u;o?x4>ku{HZmsR5DZak(}425>YJePR`3r7-NjerIFBsSW|cRpI|Sj)e>uS zK}B)F^!-nif$%qse3+p76dX=*ON zj?C~zGhlV#;Oo+sY5CJdETe&utEh=WU6fGI7Nx2hGvU(2G#va+JPdnYRJtalx1cZv zq`%fNJ>-Kx4*$#bSEB#En-4@JQs;`uf2e=hh#f?^ z9eWet5TnXX+r)6=3lN(|Oq?5jNa{#O!V;5Y#T#7I+v2NgdS*uVX|}#}XseL8r$8K& zO{bG1{a9JCR(@~qcyF-!ENtd1`UVCL*f!?`(6%$z&WLn_AFe3CJy5eCm)7D-%B)JW@1r(3lD}u=ElDbl%bXcWsNK^EgZ!aVl`R{hR{$9N` zaOk!VIaJDuEkEWyE^MI|OFbBI1ctvd;sZ=2(0F%+){VXJyAt4HtH`l6LR#z#*ej~X zUH;tto^op!rci!ZZMt_^K0gUQBNx+=V2&A?C2@}(lUiy@!BvCnwL_{NJhk`8iil7w zN23-nhy1az7mVE>hMS=Hv&U#qorQddab^(Ku6nQ|eU7&D+sCN}36$bDm|mp$Em!bu z-CZ=XA4H(xeMwAZgZ~^wJzO5-t}%9gc>v{ody~*R(0}v>rS)Csn;20)k~`B0eLfrI z+I4ss!KKyky94fwbb-&|4knIaTZ=OpW)k9CWa&(h#nVM|f2;F>XP zUoPbs+^%eXK1I?6Bz0h9mZs&C646=p>~Npxdj7bPhJ`U-Wt%9_seM&sn38X4=E~t2 zur|L#GC#)g((y6hdz_T!isrsFooahUjJka3ZW|-S>9Re(my}Me!XVBmbzIS+-7r27&zdRX{CAhLWud{x$2R49H z1`^ne#mjkj-f`cE=yl{5%gx;t<;KHucUq!fl=Vu)lRhBwJP%7#u1x(=z1q8#!nRPB zu}!MqG+P*vgcmK0P2S%`frrBiM385Ov9gyb#0^aOL?RC(ZJa!B{XtwcpUDW_;^S8a zqF67=UtOKg)SrxsH`!ouiq6)MU*(u{YA7N?u{k2BltNnk0k8;P#K6bT zH1Cne`@+Rb`vtxh&Dg#jlRqn)W)xoK(k_G`Ga_T|6(~X-m8!q$2oLBJhS0xyx ziMf+C5=V7>6MIFQ%{z@aE((Bly)EIa4QRJ6&jN@=NTIy9Nusnp@GO_0_R0Fv49-)4 zx}1M@MdC_?62ySIVZUR60l#gQ>*_*ozr$6pWxAQVu3*Nn1g8Y2_6~?9bTN& z-Qhs}Xf?W-MWfqZ!Vmhw9ymp)xOc(3BX7@mv3?7xvZ{}!E4e^x_QQUwT(6qvU%FLzF4Vqc($(KNs`IL;56w*<-^S0pg zCsW3eH{{cBX|DwW1RWl6z%e>~-bJ2~0=IBP(MDd;kK zY$%*5?A-p3yX*n7%>*&tkEv)lD$_>Qriw}u8QZFuxroUZuU7F}pG^NvyEeZC@#pVt z$G?oza_LU2ddSBlXMfVhyy#FEMB@w#*1%2z;?CArMypl-Q&o!E0OcQw`t?f8M%MhJx{O5?^8^w{8Jc~9vH#E_InO>+nV-{Dli4+T#>fr zM?1%Gz*tWW4@T|+U}P{hNVUvDQ-8UcO!)C7*KBPm?%QXt-5c+nP4BUPr~w4l`9ERS z9D`06ALTI}!@x;*y`oyJHK{=kr;9jZkdO;ZF=4&~Ij?FIGrW#s+O1jWy%AGv?Dsms zxb(Ji$ijk+4ttwG%$THyUU@-Kx4apssNXxk*@Lrd>i2m)c!3_wk#UOYp`j)LG7U6# zWO!dpIYmqQN%i*XtN4+S;WEV{15H)Gx|4#VvgR`Nqub_+52$XB0=d$9Gi-`BX;3m# zSXc9X1#?CD+#0&v=|)g|a3ri_QhwG3H7=Z5J~oroLnu)I2ZN07jAnp?v=ga$g-Its zNaBNIJ0CvAw&}BghzlHMYFwnuaQ#}jD(RYd~!VAl0 zls{~tpoK)JIMqX`0@>{jMk$lBjtg)tS%`eS_q@W#*HOq7(CtVkUkz;G#u>=lyX0mN$QcMMN>G!-4SPj)*?;|d8#Hu)7%f%`*)k#0WQf6={C;o1_N{U+?p?n! z`pz(zEb~C@3G(I1WjW@W{%1axpCHIX`_M1Rx8OQ3mHKim1a&O3u}A%?!shqQKi;Gf#;Fe6F$@5#DvPo~82vs%*P;e#Vs85N^3a_-475A6aS-}xG zXpsSZxcXEegEpe@sB)ZjjDoSNgI#kGk7ujlM0e?PiTWS+uORv!_>Jh?2ssaRI<@Ht1oOFlGaV0e#<B_uJ=`(_wWkCD4<57%j-x%&CzKHU6uM+og?VcPJ>uWLDO@1hLf zE!CHA3y#d7LGRU{=WQ#`LFq~PUp=XMLe7Ue&$+c3n^hTge;UzJt1V}x36N9IY_+(N zQE!Egdb++Fk8k8fTAUQ5BmRixWqh+ketQEH&r$T#H0FV4y`rdhtD)p9FhHR;*C8l$ z=Fg1LUXC(hGp9DE4h09T{k^|Zc~QP980)N@=oM8Lw4|dMjuXcOZBU|%BVo;q#A)*< zh(JIR%S6}h^f(A+H#W*~3%$Omd3d^=pMM3wGF7tvOvwBrY}UkSEfkT~VyEL8r)d2s z%-lfQL*SXm7B8NwoTxA}brY!aiWyvqeEXPxOJ3lx%*X)+vxM zTCJHxP+kW{MPaH$-6Nl?!uxx1N}V-j#~~qMoQQ9}@Esoup<_WU=77cEEC=#|_pe{H zJJKNj55itf`@KQYBmn4<(bEe0a*}8EauQ3WP%c1}@f0H*D}by_@BU))P%%D(40!;X|it|G#2)YT_MH+v#A(5mG z)@5IUr98IE(U2ib_NL^e)s?c!3q>`x{g9{S7EPsma3}Q6X{V9f02DEkYy<| zz-kVfX@8c0{~G1ep=mIb^F7DOM(rnBnkpx)OKu}Cma$r>XxE&Tl=Cy2QFrQoQ)I!B z^oyici}A%~u}rLgdmmt2E{H(xS# z!-sgS>sRqRaL7_OW@xZ7(c{~YCFK_2Y~?Kk>LX)p;UJmzhp2+G)9=2YA%4cEZ+N%? zOd)I>d-|1-1vGB1<4+Tay8SoJw4Gu(>Wj~G;rSMEi0g8-h;oNC%Ve9W`*V0-~1u1W<*)V!z){0~2bB6mKP z;*_QSEjXyDr}HbHcV?jQ zy@X)-E?2dP_+4&);c%LSUf}6bzkC0uEW^mkwt5HlS@A*BoMWBOv?x+ z>^p?w3L`HiuJPC(m9H@dzg#3n}^wx2b`!?ZvA(-4gW{$X^s=KTEdUCy0}sc%2x zXDHkNCIgHVjixZiUiL7N0UEi8UsK8LuvOK2M~j#_g;lcad#a)NZCEj8{biy$qv(QO zv-t$qXG3OV^l_Ybt9IY@(KzEZO9z(HMv|iYX)k|GiVQE6v@B~jgdioB+nPJ#pnhmi zuJ^vk!VV_AzLTE7<2V{Is6Cu&toJrVF>|T8=e8&s|I222I26og!KZ*bchnB0Q$i?p`%PhS$Oob+TDX zXVWz5rA`y=7!I-(7#SIvXVe)C5xbZ0(_{|`bKj>yTc1E@knD9XhnnV?J|P6AFZ4Do ze>@StFmU_*Py{6OY~89UAdCIpF92ioiA0$JGC)T`C#`Ybp|-|ymzx0(^kK=v{quTi zuvW%zFAO+KLD}facMH}UdK|TZrN12Z!iR$Q7gJDud;wv{6}_XL}`GFEgK zJEep`w_G7LHBrZHx3&DB3w}BsEFmVG5kNFrf0o8E-+)a|N24#4c>V^jf?u2x#vbI* z74IU@;ktd9V47M}QR>_5i_H zC_oS#d&DxiYJnw^zqIU{Z3K}HEs89+^S>Yh65K%!{}f>)PS`J`nVecLTX39U9Wu)ph4+Vkn$Yz%SpnAP^?i=g6G723cy%HD5;`L z;T2p@R&4hoS>o5WC2?!=gl|~?&_V221N6< z)`pyYU{)4TO3X-|GIZ*O-?cdZbIF2*hLnLRbJsDJj-1E4Yx#~A);r@N?DNn>xv5d~ z-#^7kAORT9aFJUJhJIO(QceNsy?W_X)sTm!g;|0+h_ zr_>|CbXXgUvTI`%Ss5gDudmQ~0es( zcQ@@P-scCom$qz9TR1gsWqWp+&w3D}?4Fa3b@ks9SS)ZwbzfFeqENSQM~JzncTsZm z7aamGE6A z+5hbIe=`0Yd3qY|k`+ZQODn#acg`MDzcoa*DSlAx@SVE`P*r99i*i;*Ou^_Z&dqClrA$k z+(&k>E~)aYm&AQDYy=S8QKGC#3dAPws*@Pn*l>ArU%Qv!mr2~|`RZRlQI+{Krqk-8TGPz?! zR)>IzUyN0H}*(5c3-Akn7#`-4xWZ=MDE^bNI;}>;YT8z+<@njLYgw4bR|E9It}7MpAg{uJ4}Ih&ZS^C^{*Hbt$yW zU#N@j4#7Uo@Vj$&l4FD~w9)1s$u25EoL=v5RMPN!ytal1!^Io)sSU7QI~fubI5d zG1Fl=QD}U7@82m*O`U}0wRsnL?gxAC=W)x>#O>_P{xQDe&WB5vv??s`VG6Y~0gg)` zX^6e}kkgdMHwRfxsWkT$z}D7rGijk1==Y7Ix>O{4ZUuN!f)42=!1t1B`dcNgpQXfE zRs7FNh`0taIOm*Wye=gy1rb%*nvq6D&lS_J{WTbtD#P-7cyp{(c?TF(3M=yZu#+#` zF?{3voWTFa%l&Lc8{$b4oih_9kDxN9$GpT?K(ds|l@+i1*zmWRG_F7X^BudSL3<*- z>zg+Di(e$f$@M&@{_fqwK9c_n8ao#k`{3i_6yj#qZT36Yr>yl{qhVk!KtSZrAjd)$ z$rR>AB430YGkHt=PQj7BHl(odo^R%~nYX1lvcR*TeL~JN3SZp!F!E*=fGpjje zbJk#uXYCk0)~1fov|msQ*>_$q#Xmf*%bofAcXjpIT2ppjsL}?Wf8!tGiQthmWIA9#QW1U2Gz{A#-b*0sD ztK0E0&2jaZ6{74MkdTR1Z0Mw2@04wt+ic=Id2yG|WPhXl0)y2-ez!2!B9YBi?RVkL8Y% zYoC@+;8EyD<84vBRU;TQSxT+2ANstGhr_H%*xl8kmTaSU9c|k5vCrtzjdbYx777Z+7#fpxI?ZzKQ$1{9m|qXy9i6eD zK^jK%HnrXu<)eOBvtkk=8@8h1#oJNaXeyd!PKfw@ zLMA=1bDQI-rp%Q9&Z z9-F!4py4@vE=y|_ThQx;4kKX%AT3l)cYk}iF%Vs_*8Uw=mZd_4yVlT3D5uz`XXrB^ z{RXt^*pvNwBl5IT$Z@0&c73=YxJJ$;p+x4A6uj1k-JY~|oiV=Y4Zk^cheRX$5@|gD z`4JD?tgI|ZyN9gkJAc| z7Di5E`~`T|vD#XNdw&vPdsLbu5Iq-~-E+r!57Of)ze-S^3&|S_;sSu!sw61zsH;zs zw;1m>^7e!z3={b!sjuw!d^miF>^H14d#mAeiArZ#i#7Bo3dAZ4R+xOoGJ4chJ|mc( z)fM~dOUhX-X3P-7+Y5OLn6}%pzJsBX&@}cW%`gwyi7r^}*p%6Bx%N&cH!8^0WIT7A7O4y})W$23Fy|L8zye;e{%&!7unazy-mc=XCL zrqX*}%&YFOUV5=!US{52l;VXU_|Skbq^wv;YWX$2_YJ{RQ-#fVUjsm9kJnFm|w5{+huNg0} zI7$Kq?#k{=rCgW`U%jx{ZgPhNdG5~_@7hebe+a|BbAfK!ujM1r@W{}pFVT7bKSIP| zFDHuWSN&z^FspalkWpwAr~G$zxxUx(Fk6o~TWt&QGo!5+PDis>>ZDt@w1@Bqztu8# z=vCmZ&^M(=L47hs8A3?b-X8|YaP|rOvjUkT%fk6m$;%}lRK-on$0~fC`c@)LDwLC) z-P2>(i`WYP6(tm3?)&KRW7wzg!B9(!O~Za=Fb(|vxv2oVveF(47p7>iTA#vntBEvO zzAz1bmSor2iqjH)yW{FTj7num?e~29FUL3!1(%&y2;y94}j$>PdKM~gflceng$#tl#2zcRf?2oBDrz${mbCm#rFI+*~uf5?7 zb3h1 zaLN9qGU4rvwxZkcPS-G{j7xS&UK>5%d)|Q?*$e%jistc_$hxtcyDm~1DTPNG^-MBS zdm5h9gJ$Moyv$K1pME0TEz0i3Wy52`#m(!LwcF-vs8fnqe?QFsTtVWes-w@{#*?~v zasqSmu7TL1fkQ(CWrgj_*V4@jHvT*;O;1o--5*bCIqTAPw9O=dXq1S5??Xf1?#b?B zK8&B5ZxYZ}3|FRGM}K?TYK;$bQ^wxyqY9;<|NS~9K4h;O0yLoc5{B*V;xq>3+hI#E z6?1gu#lS#b4IymjsXnOUo5ntr#qQa4s$V#F^!FKp4jds@l9qmZ&s#h1Tz5HrGdAat z2-)8(-5Ho>Bq!tfEZ3p8jUk}ywM6P0Y?iLM{+m-5D22dGRC=_d?>Bc1ujgi?(EmUt zGTI2{*diK&Kd^_lPs!iL9knvQ^FXe$H5xQMXj)QOtZzyslpr!qsfaE>8Sin0tAViA zE=7ma>Ie}}+JCjUpUYnii=A@hZxY!#J`EJl=Hx!lz+%Jc>6NWlxW~%SDy_KxFV8&v_a3E%dwgzomMZyU5_Gyk;U| zJNR6}I-gc4QwnA9Lud*RJj^sXJx++W-fYkE_Cp`bC1h~umLFuW9T2*a1~QXUC++Ru z*4s05RGy%4BLqky2*(nID{J2CkQku&jJIRjda@)m*^MA$FK>3Vj zzAtoMhR2ox-7E$xOJh6Njk+E){zbfhz@w&u!NrDC6Z0^CIe1_u(n@iLao+Ll)`u(3 zar|KH5Us?16AM&-`eXe%+|d9B@i=v6dzX8~w2&}KMr)gYI!6$E+Vk(!ccNOq1NgMm zVqhhzP~LOb@{a)LHMZx9cf20q5;F1dK(oeYu>*Kl4eb?Bbo5bA7|ei}*)fE|m6!KT zbhF-b3jaZDHICjhJg_UpKJ~$@8qjI(;3j;RUB(%w|KyC|Cy6Nd`3_|M>x{5)hL*ky zNfjotZuJ8wNX0IO!A5Ph!@k5J)tkl`(b&F`K}MxGLE$sQ4W=$@W8J<-w3@qqygjQa z2|Xkc#}VnhCwPflP`z!?8QHTx+{CzE*gkh^9CkaILge!UJ|~o|hcQ_Kmk)LDySVEU zd@3Gfw}B#&KPx~8xCta{X-l+lpE%3C#2qUyGVxz;q{eC=rLNkV>y5Zn-w)2)z7by# zOlP-WmD=dioG1;(X38}AO65FWeT_i-!{tgPPg0q|2)Lv?|XN)qOlD7J(3SsCv8BD@7+dyV5j#VA1|g zZ%ZcY6c|S-arC#6e(DIJ7a26`fRf_$kN6>zCVyc0 zUxxTj*ciDs5;ZQZudhq1A{<}vZa57rcSGKc-?^yYF-^IL3`R4@qq6n$8kWp&NR?|_WX;j1-~vxOg{3@;0|kqzAPL#uwh-aFe+NPW8@YC6 zMJO2DTv2hgLXHBn_`4kS5JGc60M>g_iErzB^M82=gJ~Jrg}s5bXi)J&R>23R&7tV& zL43A^kK;r?Jl8v2Rtpuz_OG6{e2$ep$xJd~6&iv5*OE18+)I9!p6h&$^tpZm=QHiK@9rFJ5ArRr`MXrq zq46cn-$&;ct|sA2ydlKK@Z+u!C4EevTURMOc%Z1dPnJRe2 z*Pq9pgcXs7NlVWFMXiGNayrTog*jS&@!hKo=@7=De7^bB#^1OIpAw2mxN%=0dwjjw zFBY>IpUSXiOd8l%%R{-i|4%(O7kr$W)E zl@XEqx_CeIUa;>B7{=@6YUFL??SayxhWlVS;B~pBx!K^ZLc8m>SaQ|p84L=5^l1A+ zu7OR67RHM_9Vx&5QQi!AdxdNU+c-X*7;Tk+@YhR~e~Ye?%pC`IwYU^S_qY=g>HHjL8Ul7XJ6F*UStp%z7Y2edR)6J~V ziEoTgucv0apo*3Qm8+12s0^DBaaxg!)=5Q4e{JTxy|m_{HPfU2YN<5je=PuDT5gp? zAv#tZXbGi$?r;6&*1z=tz}7PmdD}AJ-qP@CKKY+s2pe2kTt)5hckbJ+?aOcM>}D34fNbGJFtL!`qKG8(k0e zs8RFmz%iz~uak5t}N$%N3wGt2YeG8df5E&g#%!IXfoT_pFCj`W)`koaLn&~xgS)s@tNTHh(*2} zaJ=*eQKA1Ts=G-E|Em&z^q_z@w6o-Va}@=E6WPwMSR{~!CSsJQ-Xf*kgOWT&Q1vM{0j@#D(8?LfK_kVX8^7e(7z*^ z8%c7(`>8}8fXyDT-F^FkJ_|gw$EZFIPr>nOAp{xd#dR@ZvCP((3u4GyNfz}ELTfBk zMncQ*k6NVIz%|*`WN}0?{i^8CBN)-RB!L2KSo*mwKP8UeHFXtddSEZ^HKM=E)YyJ9 z-lP4I$Su58DY)FxR7EpaC+AR_vv1Xn`WHRSD4cYV3&M?Wx~}0eUqJV%hk5arB*tJS z2vAYRMPe9nVX~3}|Huskd3mfPJ=k6{0s&IyW_+RvM0p#!_j~C@$ zGl`^F6oWzVgf9PasEE^v`5BGJy#75NHsHK!BCw8bK}-^Qy*4hGj*YGulL_1=;+-1W z?SsdEfSQv4+ZxNE3x#zPKTD*BjQUh{#Pu0zbQ3P`87wid*`rf-gudlD0P^RNE5mve zUI9VVLZVL1hY98KK~xwbe9=zeH2c)c&ZqNZdXm2E)BCXf8~>_S)k7gHSQ=(&)wp2T zuUbpNN!f*S3j8*=Zh{K}6!F8RJyU#>E{1w&l_OQv;tGE>1r=%fCCBISb}Sp5XnH?b zvHtoJdEBUzfGZs|HC1xZx&LxF<2~&$BeL#>CT5#0x|}1&Y?lMlb#NptcGLT2pxmNw z4N#w9;Vm?dQPsZ=RL$}0QY^InY0c?IU*0>Acgmc=B!FFWujoBdrVQdPlmW=Toe{|z z^S@yM72>Nb@7QSJXVygNi3!8}AXBw(v8$Q)M906#Sb($%e^d1=6hb)E-eiIv{mOpJ z_H(V>{l{FhRpfr&)TY3W23^Es z*V!7q(0P$ZaZv}0BKhhx4`0huBH&fscUhGEsjJqKI0h3a(|C@v3aoF@+D=C|J z4ciBoPVR}_-kS^e_w;xDMQNSJ*KZAA0VeX&R5gWEw(?D%xo1RSEj( zd-rFsx;Faw-*oyS$R$Frh#H71-m$Vy5r7 z5e-&=7A~e90()0GN4e_D!Mg5*V5Kzz*F|+ko~6D0B>b=KmJZj zt83vLxKNb8&gD*B+dN^5{i0#BXb_qNNXQTq#w0b!6zg2_Tr>`HoRG z`)77d_0#9h{1*;2(!K&1xUrnI{HLV%UXndSEy}QmhcGu?K}GVy7*9%@;0xS(krM}Z zK9}Sbxy~28hE%4&sVo&lQU*J>`Qf~{2s5K>&Kev%{7YPXhqQ(EO zGYpai+!zWht4=EX&^p8A&3}&H{AFz%CwXTFx}>wd zoZWh_x}vO!?0#$?wzyn@3G#`jfXkcgRkr)Iv&wvuCpg2}UB^s*i1$oI4|LaDW|2Ez za$nBEPKs#cajpZmBXOeSZ68+1D|%*3b$U~eoL5%xFZs+NzuA3xjxWPGsk)@VuS7%X zq?DPJejtU{yuxfAeP~)G{LBMBg*}ucd?)3VahwCpO?ht9Y2dYx26mN2P&3HT^st zA9)@KzQSN(kAv){EWQ(lCW2rn*>1-`W9ktU%pws89(n?LtxUc-zEQc^@!Q1x#_%7d zK*$?sTwhm4NzMM|Hu&tafpVPPW&ZFVG6V;5v!qO8&^S2e+kd1E75u{1uiP@wdaEO~ z-O|#Ao)r7&V=Vl>L3ki~*DROgc_Vkp#N{YW5nak@x^c{~Fn!$#vr;XsN{IvVyyzTy~w z@Ga4%sRu5%Pl;w{o=d&G${1W+kXrllG9iT{BqKoz{M~Da^dH~#Kf+!GgsklfAt1_S zJzZ=xklauIBgNj$h_wViMaW%0ZDf+)I8b4jWlg5(d76lsO~)5bUS-88cp64 zv~EijZb;W4Ot5Y$&qFs~4)48sSzD*wzv)KPSy&j<$C3#1lgTG;)lETa@ciOrTWnC& zP3RVQfx#rajo4)yd+ed{srwMzP*K~2su`|xWxRhMIN#!Y-JtW42p~YJvGueFi^|QMi)wlOZSfY3*_frfyGkD&5JmvkM_R!jOn!loZQ{)!vTNkWl&6|oRj7Fw{Yc9 zKr1^$@g3XINJ$}C{^&Qd)j@~jQC_#PveTz|L1^1i>jt0i!>-tV_!M%@-4EQm9X7I4 zIb1AGi(D#{B&somKGa2LoW~r=8C%NH_|7$xt9Q}?qr!3nJA%Sis)z1{(f=@v92WjkU>WIh3QmEDz0KhtF^@cJyUT+w{adu|!SZegZ5yC69? z)h`RYgQFW%S>EOol$Ag{KB6Gcr_Px6lh`!g$m!(p+q)(EqQ_VC#CAH#Ps0f)o7ajH z73KS7x|L#~j0NqOIcCK zvilSt;MupM-^U{{MglI5qg_!#MdDa{bFt(+OzMhw$wg1XTD#Q^lQqSB>1}K1G7F&# znD4uLk4y@trwD2Kim;LuQPqTLhKflkIKy~;q!pLsA{uc^;SM37DmO9CieAt!u>>cqS8IXPA zo)jl*{mKC&@NM^Kfu9&k`utxn=GH7dt?~z`&|}aN@x3HvWTR*Pgf7--g|(?$IQtRu zgU}Vi=lCnaa^@v zl%Y|Yxwq77ChftKrW1Fq$v3~R1^}J*DeOdg#v7(9As5MA#4D|E! zX|6|57SJtyb!D^;N_M?T9D^_=ce~Qjsig@1qmF+g6L|@EKHHQi&R!Huwh2Zk>YH>7 zv~m~or^Jku9Smm{u;JU?q+uc-VfM+N#B#0Z#RlT-j3w`Tuk^^1<7R&%x9u%aN?P;p zKiuk(F>Q2CyDl(}8AqtLkWygYS^n05xKqr=Kl8gnq259w;#lLoKlSY~zWK59!8!Zc z+PS`y<}ar9s8a=TW@Vxp3nJxqP10~tF)vdz;X_sAUhk9jx(-%sxcWeRulv=D-ul5u z*UgHQveRlaa+s>DWhLfflVm)Jgy&z31^1hcb&N(e6@8v3Y6iyT7^ue~aTV;1l$@Ue zkl4aYxvc1UN}XnE9g6)y>in*28~&C4*MI20Ls}Gv?}8xgf&Ul;Xn9sp_|q%M>1@Rm zLPt7k@Elm}s1z~J-~DFTzhcxZhA&)zB(Lg6b+PFZNwfIg$4V3<>BY-PexU>LEpS8~ z-q{O|y0L>%bexLFZ0kAJA_&G_{r@5AEyJQ}zxQvXLmKG@2`NDZq(K@%1nKT(M7p~> zBqXJ~8-|pQ5s_ww?ijk`*?2#{@BcXF4KLaI+Ur_zo}ZOxSKemuNeLg*=@bhg=ldaj zS9m^=AFp;I&F^AswXYL%P327!vBwmtrJrZAoOOk~?O3@rHuvTkjw&@wUZ+dgp!=iv z$~H)=iOZK)@_NTe&(5DnY(O$k$MuPzueg{jWX5$cyA`Id=Lm&_I?@`N-rrRav{yb+0Q54_|}M->`9B4i<75R7dnp_#C6NjKE1){q&0Z&Jy~P2IT(L8 zp9pj}j|1qRBE$$BI5Qed(=(r-o@b(s_$@-;I!xgBiMVE8d(eNQI<#QRAc$dTT<70q zMJ1-#f!cL;)36ZMcu`sI4~BxS{Us6VW?{|ZJW)$opQ|q%F#QH#*io{q#rtc^6wzBb z=4EGAA9||Pa5j9lb+oAEXM(r41@QZxk4aA`Xf+2MX{VQBMlXHG1Vm1Oo-OKtd%{yE zpxH+zt7rjA{Q9_^MVSa&v}t7e7wlYhM!&H=X?Ag6otZGhgy+_6vD(Q~-=wwJC;bh) zb>qv@j|+;TR)v-MIf`*vL0r6Tz)KL1F5c&L`@hT z^$#t$`5;K`6l^#me)=N_(n_wIPWpu2J-HD!*uY4@`6gH_GB}!?x9<(PEkKhiJAUOc zzOq?eObC0IZX3YWLP4xSBYMhNyZjQ=s^Gor;J(}?k@5qmA*ud}`JU3r{{*>+4p&Ey zC^=KGi60uOWv!l{k6Evw$WBShKbTUe%e9syx_Yu z$P(JmjaloxJ#&YuPF8a18ptGltjAgLf7XUaRO?N^Xu7pv?(|{Sl>6I0SWp)oL4_B8 zzTfcexBYm8L5Y|Fy6hyW-Wt7wvms=&9kX=!!pxLyB7uY1!wrLDj?t9VZWBKQbz57t1tT9Gc8R`ckkxEhe6qK9OYEIDViWJD= zF>s5PyDi6@t2bydA0ftMmxE`L+Rt3KYIosDcFl!KnbnLEBHGtADfaw_>6NJW$zKH$ z(yvd!CG7vy%5%Rs0nLtl@6Qi3HmXZVTkaGe1np8xF6_163pXYq{Y1bFeAVdwNovA` zI*~@nfREjPBSOXI<9&l9)L+u|Bj}ktH5VLmC;T0ehFmSwGlOZOnC*ABN8t76O2JgF%ZJ|Bo%Z_m0i4B#$n{RBA94elN3ihq$=B*VndN~a zG7)`2x2f3d$#Ge|sTK_7HWI0GC|HX!gCm&NRX14^6PviU?BOgdRBmc}CK(7T*?cTY zRq~{0HmNx3Xn2uaj(IUZFC^5-p-`y~dr>X6>8tcYenXZ$z%NPSb>x38iHV(vQ~ zxn2PWKtS^U*U~(tV_M}^zB{nIM-;`5R;#6X=tvXWGbo04p~;nFpGA`%fpk!<+GZk? zi#PX0q(#eV?xB}{jwPGzdy!AVj2VfhP+xzC_cv}`4qI}FG&BUre+HHlvAW}W5?xm2 zsM6jF^+A1zna)p$n7!2M$SW@Fn^+10*)N^MuS%L;vOFFpxwuLcRD-EpC}1d1%H|e~ z0tq`I{TH=_r+YwmUh%640)f6*2X^UJ8Kr#+x1V2_*cEcVw~k0)aE=e>e%|w5NZc z5)hBB`62FJY``A;F(ah#-@UKFzy~S&;5L#3CA3>lVewq&WVeW)7iJ$tCik{IjtiSC zu^L}P543e{X*Ta#shoOj*_%(*gJLtbGU2oq=gxfQHngB9oajB%vZm9+dKLMwfJv(Y zO-TgtFwP{X|5kwxazv|2=4IQvIE{&Rv1O&IFAVKy#v(KrGIT$kKU`VVDVaB+p_Y1f zZ3TLH#;C{fDUJdq?1hUpUexpj%@6t`NyachPlA`AT@86qff={ZiZ-QLm3YeO^~ida zhc_Yvn$ru6w>9rWxN^dY5DdpN`qK|Rj{BuIpV}*ADI`yUvitcz546(C@1L=m^KRoa zux?^E9+!+BVfN0;p`E|O%iprh^e8E+wzwTTpr7Ln4aMJB=k1x5{Yms)K_cO&|Q|xwCIGmKVUl=prQyoo0JsUsCEKkh3vbbJ||8mtlg2 z4}1oyU2n}+p0QBzxWMexjBMB(at{&j-+JbKp22o@&D;2p(18dgkpi`SC+P2DAvI&b zv99>eJxt0mC~%>}1Ik1$V2{Y9e6b;mF2_rkmFR*v==7M3F!^Ea`i=Qq+sB4*+~*HW zN8v)Z13!<=Ye)x1UPB%1~JB4E^=u&Usy} z%0{bAt0Kjsty2-_x2nsuXs=v3Ll+uJ}n*TAC(at%@WW_c8(> z7{whoQ$|Nj6tgINPRhFo?Rax1BRMZ__2+OapkJJ&)k38lZt~8KRR$w!`DJx;Td`-W z{I@GZ-ZAOPqk8<55JKFN>v@qYKP>|p;4TP}8s`FF01LW2CvSk1qNeV@{EFt8wfcEx zo$E=7;Ps<3rGDPez3t=ry$^;7Tg7dWhBCO5IJ^SJzl)~woTua?7LYIwybG2yB)Qy) zy9^IptC0dHIbO}n=tA97nKzl5sk}XtUw49khB4i7^UO;E1gXkbIjlkEeA9}fUIQy8 zk92CMH`WLe7J?)F&{`;k!Xa-i?4b^@BBnCn!+NwQXM93ca4L!Qn=2NJ${TE$FMlb z^=}N=_(%_YKR_?Rb8ee&|J7)k`w>s=N9X@l=xk2`Lol*8+9A^fK3}xgyHV(*!~P0e z{^+0ut5DG%5VQv-%N7izKk#~aF4}6ojxFgpd_R4{N$p8Pv1a5@2`gHl0C6IeM3;Dc zvr=EuHOyF23aH1K9R6M^&S+}!+CFFD;}ui4z7645P`z!&o87KR{XOYPmqn3rtEz?d z>$&HpArs-@2ylX8$5Pc-?Z^IgdX&5%M`%T>2)Pm9Zkvk~_N=i1W*b)M?ZT!)hX(^| zr;@pGu+@*FY2wfiaQC@+b>!?x`@}DIR<<1VZHwNz~#NI-E8qOos&c6(uTXw1uoQA&hSN&(ZE8ixO@jGaUB(q(@ac)c#{RkT)-{gfL&pZ&F`T0T9le3mXy zWOa(_JvBq+PD*?IcCbrNwAV9`8?9h1LEn{WzVB0fz9wpTs@L8o2l2e++t2tl9@t@G zCsW!w9;{}L(s_V-4gJ&G$})Kup4w-!Q2Z2=I$6xT`3S#+FHjGfgs-+~VS|hn*sD2FA{w%;=}xMD58?RAceJy|c`mfVo0xYo3GIs+U)Zy2B?P39R764uc+D3yJ$*5CUlZ=kw1G)_dqb!cb7YUJIwHqf1jbCDb=W zl8qeEthe}9hHiT=bX}3WpiB^oM3*0Ekkl*O)(!A02(iXUhYUwaCl-y-pEd+oUbSP} zyp`5T7`>_0X;)>N!Z%#luq9SmEwygcl+r7UTR&~$ugD?7e4FQj=%&TXd91F-HPUZk z4~G@9QA-;#?7lx}`n7O!(YiY;sD0|rSAkdcEouO&E7r9oJhwzj2dsR-QbwQ3ubkEN zmS^&9T);+n_D2tlbh$Ghnn5{f4o=O|s#sU`Uw5=;-Yj--|M~{&k8e;wuk-HSoL5Q- zGyQTm+Gs`7pYFh?X0H9ehR>5y>0iF3?*>fRU2lKJ@*F@>7F%b0hH_04{m+j01kiKx zo#^eK<8z$#tq2Zz`=#}EA{RZwnVm-o3-*Y1LKX4i&0?n_Y1*P>3OQWSF!J1O#gsrm z7F)!@9!pnlsyR=qJ6_QLQ_GF;JUn1Y+OGcGfW%Jty-AdML!8uYgc*8nWs%h9qm;_h zKWjA{#naDu3p<=qTCgPCqCCv{OxoLAoN8FWFE1t2PA&S zJ!?lRzGw)=_k->ahxQol+_I+1NU0<``t`zlvMD;sp<5%~>x_n*4$RyyV}{x(+0-P3zCXA3j<&~bpZl)$g0y3; zPwj>FhO_ImThUjv>35Ayf)_Ee8Z-RaF!hlnkP8NM~4iDW#8(%+e zXZ7edce?@|q;)2>{UxR!_tzBeZ@07NvBV|c(UrC{%15mN!w4J1SJF(LbM{9uoA&;l+uj^WbGCU@XbM}1 z7Gie7=?#XQV{^>8OuH^3cYywgUuNS2Mjf8r)S@|tDOy(1i;XuQLiJFTJiDJO)avV{ z&`)@j?)-Mo3YwUgbTHDkp`VM}NzSvW2$x0wOjM9bUTm}WDi`Y+U5}ev4%;IvBTgW+ z?ca zivU_yaqmoVaJW@qY`<&f>q6y?O`NHkKY)l)Hu#|jPN(T|0U963y0M^Nrs4O)QVcOz z$D<{Bm3WT;)&)aN1sL8=SFTtEeE)j6I}~57HjK1&&1)-CpI22D5yn_&Tvb{b&5=PZ zlX^V#Ou=d`z;QeirainfxX77m^c(2+n9x#jgkhzQRfD05l%#~?Jk3A8y4_@<*O@~DgG^4s7JIa{9$3G8?CxS1P-`^cq-rj1F}4|Q2(WH zT%>?Fu^9pjyac@{u)xZx?{0Mvs#v-dOAs=s=5gz8JOa0751DXt2}~@B#7Go{jWQDk zZb^^yK8L1}I-a{v*2SZGrccgx$&x*U*%TnG22@W-H;mhI%85L0L<<}I?(3SW^y0Ug zJyLbUix^u^!7rt2y#Alt)!N^`Zz`L#lF3Kvr;dEo(V3lJrS?HuIn-xrw`*w#-XU^^ z_RY3c@*_@p>l1;U35fbE8O>M$pazjdf~@GS&}ZWs65WHXM)uhbGA?C2OqW0TZwhu+ zj*eeF3%)N*l_ZX`*?)+9Q*>O|MojwT6KV*~K$}CXQ zXvG%THbMLUTn_Dfvm1*gyVj?vSRDyzG;+m>n4imu;3*upT99lVJWInJZAIN=y^;U= z`LX;Lfe#@qCEwyyQhf(<}SDgAj*|MySZ2G+_cV?jL;m}U6b zO)5E<1(U9z;Gp~^$re{qJu|*(I|SuZHpY!y2=*@ZpF{Ntr3Er16Re4r+{>t`-mA%H z7D{Vby(FF!K#s1#{Ex8rbkF8V0tY}J0gw>v0D>*kc|qKijSJ_)&X5{oMCp6?%`UGo zGFEvS*`;on2$t)vmUP7Iz}Q)P_h}1~H5%E#Lg>H`AMb}A=zc;ImzAvjxo_-gz1E(9 zwOmO)2U$bV1nLAtb;_eb=K`n8vLcDZbu4g!s&F)E{EvBC-_WMEs}4K!4EZoT6u14P ztU>1&GK`cZcx)`>ZXv_VRb`Hl7xdVIluqjT2rXgPNexD#0WtU`_5Jh2Wj83lQlOjh`z2$NVf7E` z>1Rs!Sd`<_F>g#OhuY+jx#5!S!lZMX%&TJw!U#q$dG(nx7io1=xo=}F!~6$s?)*X^ zO;;I0Z%045;J6_}7{1uy_WN=ZNSf}nx(bLhMWpfdlja4T9okVyE#djFO4-V9ow?{g zWIAIZOqP(Kg3KIoNTlGh&SJ|*_%Kv32vii=+8ul9TBd%twD_EDs!s{P%L=}GfUv+uoyj=!ZQU;sHpTy&zkq?`m8bS(v z|EUc~D)tK*4urotC@8VEdbwqF;P5i!+}rBdD=($IrwRQ{vx=mHv#&^qE~d!?kAc(7<;<3mJzcN<=RA|F12bLy z#PMBi>388@*gbMLl7Q{9e%ffXJw%0C2PbNyVwFl~4kdL=h_8*`7WUbrESqgZ?$Dn^ z*h>#;Njf=nZm54Ywwo^~k6vE>mfhR=1yKJ$^vf%agv8%Vytm#&w6*rbQ!c#@WnzSp znmm85v7CPL6*}9z3&VCS5%;uLdUb6*bN`(*|F|SSs?v9bBpT_~6#1fIgCqjsmP-B8=_j4iTLDpOmEw_!t=|#z& z+;`X*5uWN_cOnl1CNK6rh+@{v1ef+}v#u1@`SiERxZ|lwOKUsNsp2V*4&r;N?(qU+ z?j+x9VZ?fv*cJ*LOWIU4V6C{|SWC~~<=L0B9$MB{?v=90+Yf51`55u`*oI6D3VyXA zY`d&x3Yr@g9R2}b;AmWIEv1_gBA_0{0)~3GrEQv=2edDD$)!!ye^yF_cK}tD4hiw%*dBriT^07!SQX5kM^As**p(usk<}%F zd|Vf?J;Iqg_j1gIPN4C+N=_(ZJ3M~kz>D(nglSSUfXj`mK-6*mZm{C4Pxa|YZT^qd z)LQ9C{$v9(>-qTsH&fF$L2A60qyt$Mdi#I}fQ}WzH8?m7@P!Z4xfqYFOLC|*n_96B4YD;u9?rW%Y4Hm)|Y-q^X zsq#hZh3;xnk5fdS@8^n>Dx!$oi3J%G(m)B`N@q4UecCQlM1AHemLJ6r(uP%S_K~>^ zM-n-ddDd?b16J^B1_TG4Eu^oh{VnX#e~q1`#|jpQ%t{60A&Z%Br&oGdwzu&FI*o^2 zbSBi4(j0j`xFU#Xz@x?f&3of~K;9D&z9-{7=@9rR z&>yVzoN(OcD`QinrG|3zcpru1f)F0^yNM-ihg_K98dlg=gjOZ@tFTqxetw799XjVJ z){(KKC|-X)eGR;hu{Sd%0Y}Hlw6^*-U1Ds_jQ7K$zY@00HG+5krjx`Gr~rX^_m#Rv zjVIs5em6GXazDj!F3CziMU5+$eJjS&3CC<3Nt=t&4Cg*Ha-#S=GBnEuBj83E`kKv37aWY~J|DRcXW{VrOp zhp7V62o+e^$r@Jart=`U+Vw}Zz+P3>pO~cZ7^kk^Z}|P@H^*FR84Qhzsbc@5 zHR(^wPY1rF5C;xFyntk*Dnz^Eff9ZW0esM#$zlleYMlp z`l+aprTyDx9T^j0)#=>ZsIqLOUY47KgBVg0f*fEWT=E+CFo9a|5Hg^fSaaBZ4cChY zJV9G=GZaNunY;I3-a0*2ND$;FJDA^#wQUGR(7dVDkjVS!^%*cmi_9&W=8Qw=RyZFU zi3#Tv@lyT(YGKJ0Ir9EG`O%*rt{&*lvgX@>bOBqTq3Ub$ra0`N0OI(}t8eJ{|FN=} z(>VFEd>^j4yjHL*#xv$ReIH%DXIu|pV9z3%qq5+CEjszAi${YvgZp z)vbpY!@R@7g~xw8{gRkO@ko~jj<%-#W0B^$Wetmc0q>9LjX-C{l~ds(5ypJg&tO+f z>vZeg$})^(-a=0}opfkEJ0%#T1*UyP-fBTX_zaH`se`d#J%U?I+U9fe0Vkqi)Jma^ zBG3(<+MMObM>cx9OWNk_u>>w+n9?>8>aWz(7X`k;+4kw^OHWtW1EjIE8hp^Vt4gtg z`?e2oP_J!C7z)`_p6s<^q{1&$2&LfUj!6Y1#lX$${67p-K^%}SrzDL$oD%7VN-w$LXW{-W&tn$ZJ-Pbn0Jgtmz-3Ve?M zlSAeoryn)j1ER?p#f>X`_8U#)$Y1N0yrHr2;>nC*;j?Ms;$itTOaU1FZPP9tv0z7M zjYgvjq}@faI3dkN_M+n&L8>Lvfg!=?Z?4@C0yusVdy_tI89-s`_4LGkejagv~heyjY={L~&OzJ}v`+5QF}65`zytJ$ZD$ge+$Q z5sJeVEafgid0@M@@0bwcB3QkzDi}TkXFO zHR4IkLiwlK)D*34B-Hm7^mqXHTJ$T|9_NaVaElUf_N zE`I&HE*@3Nz&1Bi41&g|nP_#_sjHT}`aKbJ? z#(8;+7Zk*ss-~#+zC$C7_XD+G_9c$n&u3lAFWp(8Ccl$#EqA-w7=m7NXi{jH`Ry}* zh(i{Ket>0#VR!kSe6(&0XS(X?w~ahWoI-iGRBK4`IDJO8|FdCsIS}(?y?5kNamN8- z1hf!MP1ys0kv*A~Pv=Kv`6q7_0_^_Kwe!%q3h7AWao526dc@%2C$9JQN+``kJk51{ zCbc2({JQ@m7!A^IQB{0Hp2F9A=&_spsfG)Rjow~ES-af)dxawBd6Ms6qMywU%KhP3G^LCCh;D7ba2uObLtpiY2Xh z1lXP_jcGtr4SMi0S2EnKph6U^D2ZnHc6WZns;Lj=?(M9@7IUgkQ8FGY&j^7C@lYzf z>wjyajJdF|qEF{$>QOvI2w*Qk&e)iuH(>S^Cbj^Un_NG30YMKSGsc`~)ATm^q4h!# zHuy2ix92a+nSil=7x_A5C6TT<=_>NH)sfK15ygFhz53T1TMhO;29KU=610buzg8!A zHn|H{h@g)BpKDi*Nc`W{d#d<>4|-Voi9rJpBz38-hBZ1)qCs9Jj}P~v7bc>cynvnk zfzj_NP6`UQ0;NL0f2Bec{C(_~pZtU50jO*s#pJ9bKc4u1J*%a*OKRYSTuHgvq-?QyO;?J8AF54M{}@+a7Tx9 zf-?<)UUG*(syePgFRqibNQ+?+;!m^96qy$ldEIO+h zFcQO$Pdyb-KwYnQs&bReMyK%~fwpe3eR3H#uEq&C8EI!w0|mI+qp`A477}Cs15dI9v*bH zG!+y(Q)xHbL>s=MEq;OKB+#gWjfR7Rp}q(7p8)g-^2sk&+pczSFwz8EYC>{+!2q-} zfG8W@Dy`;xeSMejLj<-JC4UtmkzBxnsTE_YMZ6(97*l_Wf~j{%@SX(G@Qct`{}#UI zT4*yNEe4AF(z~fdZDW;%wXYt0nnv>%A;PUdrG&xd@zi?AV&HJQ zb-AiMb>NOGX$p5?{%0rJS zGClfu(KJTY2R*fo;yCs=eVe?bZ(jQHR^PvV%CXPew)-o9VDdWCy<}}#e>_>U$Vq0TD>NA^c+qSN7&=^`RrF!u>lTx`_dNb5Sr)9^9a6046a#f zNFkXhZeKMzl}V~ST$cj-ZLn|ZmW3N*)~K7>*W)I69*vw9;Xg*We`?B0;JvA|f&6qnk}#`Rw`*)FW9EydU$>|OKFu?XeM4kV&k-Bt86(K& zJD=W_rlvNbQ-p3}8?MflxeVwy$x*v&3~dDLW?e@RJXi0S-W1xFhQijepyHl~FU?SX zV6R@G9Ja>~Cb66~3{aB%Hr+MD z{k-i>1poHgxmGbA{rJ=*LH22VOmKTY~I~-3W`kndbF#M>ShhTxkj|2VFgaLwoy(edYy(XVX zP|HqXI;Fpcyztd>AkEG1Q1iOEGK2fwJek;z)fZJj)nsAHPPn({`wbZG{U!d!*U=w5 zJtee!)Ee5ms*-RKJY@ynnqK%p;C>EnV6RR3!1&QmX_Kd}w zQmPXSrD|@Sm%XeN`<%lL{^pvzq9dD)LxN)N?5bk#XOP@yD_{d}`OT>L3z=cd$M60n z#ZGgmIwzi)6$hatZuBSV@!rd(q6;p9$HJrVYFf1px>LI`A&?;GF*XKq@QDD%!0;qp zj>u2Ljb^&(FD_KHCPj?(mqhwiGLwH98vlaVL z?5&BsTNLOCpBuOAN%#6qhvtpx7;mihB&A0-rS(@8n31-qF8>D~1S1qKfVqvPD@^vz zjx8>-r|nUDs$xWYtpV_6B}uvCR4xXO&Y~(ToEQ&^Q#sH zdm6)bvGEr zy=qVDzUQ`Imt40-LuYM1=w$B6BV4)82s+w=sk{~ay#QUz7UL2H9iHWoXWzNZM)w&q zDJTn9zE7cw^=C@@TmtCS0lM1Py$XIeJRmq~y!+SHeF6(xWP9_97N%gpflONDW+Jv@ zSFP%1%HVz~rG5P+7PT|5noowt8^99KpnL`B4(-=tpqPclZzCN4d3a}19Ka?fYkNx% z!v-kQVwvBvwz_M`E$|*#M-K{t*4nRth$Ijs&_xR< z@M>9xznW;p6eQ{MG~(qQ%L_L5$NTVTeHUTV(<}J4Ub2)Jt}&8{&c>#xb*|Lp=}OAj z*}C~M8_Qp>tsPYoz2{tp;nAl--9_F=;NZ+_Azjb86`T}}2(R2svjFUe*+bW-*egw$ z8G?Cx5Hd*C+zX#l46#!j| z0@Qv?@4@eRu@BhHeNWbhG~*!1B5U$pfCN{t=HaE-8$?hlFN&zdlw7n!Yn#H>A;Z?; zJMG)!>usZIZmTU2te0XX(K_W7jm1bC=`%x|F=FAi0J6|jZS?HyUoSS-IK(v^K7OOL z6m!s^7eCipcKXq!(DC#cU?wRroSs62%PtjG(U3_T{=2HJ*07YmUmS zIhs;YKkI?^UIYrp-@4&=mx{N(I=@S?sDGD>(Z=pf9uSfGe>{~6Q{mX`oH@rhf%VFP z?F7o)8@bcm5cBgqZP`C|H~O(22{9F~92p3`gZ}`qd7?c2otAhLKu5#XgJ_26-%15U z-?Ssa&Qn2|SZX~jt!o(k9%eWLFcT7e8ihbJ3rNtb{=gZQ41lslRWWS zM1U&l6*wg%sds(wdJ6mFS7hd0^2j63mz5(Y1v&P*ZNnuZ_;LsmPTmCgpPB7+qV>?} z?!Gv)nrX!Z{x|{c+3T;zr$bCC52erYI0%ks!)SpC25ZhcmTfILU zUS^r6^gUT~$(3Swe?tkrDa-^PNqSNn#`4C&UIO~FzmC=Z$1f5G_#ky)@~za$$_5gt zs&`qQje_wTr{e^^HX~T)O9JprCtef!JKIg!W_9g`SDh1u=J=1&WlC`t^zGasQZra% zS(J$n(p)_&C0o~*>a53x3XRW2yBKGAj!>9SRxNd3$wzI zt}1#Cu#U`&xH#850A2+!ulm%$eIR6;MR+n>QfY}HI_om36WtWa+s%6c-!`cekQ(G} zwp9@poXY$pc1G6Hc2Ve?BB%j}HNJ8-;PG0DmTw)4_eG~ss}tT4%H9?FnhIyUw3L+y z3+Z>Yu(NK%FMIwebEw@v?t&@NR<1F6j7d4Csh5CV&a$iu-(Qk+j1yU1qg(Z4q!uf@ ziOAawCGiE9f>2l)2_hTY&r?c^eR~ovbQ(WMS{qo&c`KkD5ARP}_XkWaJAHJb;HFn* zjw%!|2-bYGv>p+dgKL1}@OnFlmJgMhP~7-;WLEq|mIbbOKfkXnu^1%^q0o>Efq(HW zVYkliwr|!PeRX@0k+R4q2pf<_qWd$0h$HCQn~Y|x$>Xsd^m3cZUH6SHvr`C z<|YyFlxlFi(6Dp!G5|NxqQV-Z>Xx=DdzNA@)Y4Oa@|b6=n@$X3 zTn3Btc$GI@GWDu9lT4&eu3QQ`5_*f@BFD+fKtpMQXegHKa1vk#{!-kS9<=myBebqy z7J2KxSA{&3_$~RD<}AS(AJq}p1X%laOY0Fm1#yruqRhg*`L6h6mr)yEl4*#N8%0a4 z*+jp{UeRe->WnDlqyqICVKnyIhV0a&Ac1W44hB~7DDYb zy6#_}{w__t(Q5~DNb;E-U$932gP#l%;gH-Ve>t6#+$23Inl0X2}|X_ zOu{A0eGHC-R5IOkGh467Pue6(%MK}yYc-ZX&|L3!2LgzoejGZsBNA-7U(_is-)o*f zsk?*#Y}s7!!*Dkc$791P;Y*#5@2cFfA^xro=buFH&oW(M*Ehi9HskV~1DJ|ytxpc# zr`r}}vYBb4H&s>97tja*ojlaJuNuc(=LpV*;;uTPT&bC3i@E821zp*hi=WZ3%zpnt zv_Wb-j^xQ|%FnF#G3CAR@#VDo-^vj)Fm>`#j7(^v zgRFDdWpdRv&FC;Bdm_`CX2EUGb&u3%1dbOsbE^(8&93#@UQ_cmHP6)wzOAeaj~gG; zAC9Z}#6(rlw8)PKLPhuLg4y8;)jo2MB5 zbZ%`7Zs!Hz?T$rU^lRiYHo8UHP@OkaB0f?~`A8FbwD-X$7c0q}S-!Jhvxp7Xl6Heo zolj_EGeZkcb;RR^NV8{1%6df-TbI7NczY4Ogzig%$~(^Z-g)29dwnPl>Wm)@`He<> zE&+g%zINnLMi;Q(Cr6`$=GvhATE`h%!FX#my2tq*gSq$+4o@@!L{BYa2z9JsY=71| zj-eg4)Jn?$8g{;IIY4MK8l0{g@5BU6&ChEYc+f^=EX|*&1Mc!wN1gQ9#USf~^V6-L zyN5O|54waDAPdUz>{F%IhAF*4r+N1Y3KQ^lx_2qCQRNKSb0AsF2JzK*)Dg5dDB_Cg zTHr;(wRK8 ziHTsh=chsY!@S^VPbTZ$-Exz=p|~Cn6izjFS(KX9+-c|tjQsB3;>Lu}6b4?JzisXs zmvk!(cA@tgI4WS*M53oNWO+p;BlVfMpeg|=@3@&o=B~XqE^#_X|1GWl+L*C3_F9ch z7Elu+++GB09X=bvEgg798chy`c}uXdQDZcPxWIyIxHT2tQ=34*hd-_^N}6V@PXKPv z>&%ePXI>3I+}XWP+u?cxg{Ue3a4p)1HvhC8h5_e15akZ(bmybKI%>BWA8dX;i2U&1woXNq{ZF9q!Df?bpF$smKEaAlMY=0J@11+eIr%+r=mF{Lb9%84xwR`ez96*0@rt%w^Q_c~`P(6?$^-^r(yxd?*rkI|G zZDqaqJ&`$zhDyFJOmnf^oC);YN|g|b$qfb7-sg&Vk1q>eOAl!2Y43Fz>h5i7mcbV| zbPMg%ga7a`_w(*#f@(tfjTS2f^q_Q_YMANiS>~{m6!Sn>V810+r(ocX7`W-?(TM`! zh3)W%~#LyyA)!ORL?5T`;M%s%`_>tcldephOpjEo@umY&exy9A&# zP#NcP@jnYtCSY`T;B0-=9WqMYh9oVhAeeTQpBqJ`jL?`qKX%K-!=)OiF(L851!N~K z1pn;(n1Jv?alcadtN25*j{T6nD_Kg+`MGGz{cjonGzjckryOEM@SJxujX0v<7lSrw z&hZe~`}>MG#X5 zQVOfAr<7_*0r9EOw=9g4c789JY%BjP=qPT%A0Z0h$Xk7=GOfHXr=eVL0~WfN4o9COZM5WHH|A zxFFnXVFA`S$uQjfYNGa%yqKYz@?fvZ`n}gjbk@~_XUFQF^)CDBRs(|>nYW~mhq|1{ zM{m9M1In*DQt#ZJ_wF2SFN{QJ9Jg6`O;arrrx`=LX%kIFgyb1{*2U!nZ}bsqPRQtF z!| zJE^|{1=-TW!P3LsmS{H0brjY=Aq>^sm}*f6Ox@3MU+yq@G84*XaE>jXB7=bFSj%L zs1U}$+lpe#Z93mgPYSOQFUa^-|5$q6nI%mup`COZ>+gF0TG2znJbB#XHCMffA|X%f zGI;wxTG5NEJv8+=0H6zJzw~qTuy=MFkOzgToX7e_W z{)Bh_?`6(-1|F}0HYOSQJV{)o}Qy@e<1DeD>e9t_aD!o(v@Qo}W@L$EDop z#DetNdToyy8mc`O?X&-oNLh%0sFv3Pj-C~y@YJW^E@!NB6snGzXX1bYw*tYIiLme1 z>IcDpoe7<*zNmhTfskj2Lh_vrMzhC+L`2OvUA5E67BoJ!1ss*CE7|g)YL~>++hj5x zjdMNwV0E0E=|ISY-!kd>mo_?^t#4!-GALH#8k^XZ&Ukx)@^~(A4cyW9L#kX7z+M$V z?9D~~zvY~qXDKfr!k3Fc8eanj-%~9e|NGTU_F5V4O=*dXkYtaL0_}pwU0`oQ#gYE) z_^B+${xIlu*TOA5c!eZlz<8hPe(1p7#K6OAHCo7eNhV(kvf~Dk`zb;l*p$-qv;UWl zu59QYfj`?MLxyomcbb6yyFNw>M0TlP5cg) zHfltCAZTiduekD(zx%!*MFC{$bS#XWwE;PpdOQ)Z;mr#^)!`#NYAI0kh8aEnPbB7} zIxUSNsEfVA*c^_XXnMNdqxRbM)_j|#vf9-qUn``cQYg6te6TeNx{#iju|@5U%;i&- zx6;>%k-D=fpc3Yj_C#3$cH~XMrQjX*Fup>3_#VLr&osB z@e5~T;Uz2=gVa8HF=Rw+_o^+`jLVr}oJ|8YEz z|C=dn3NW|uJT+bZw^tsxig0Z0?K?I&K-ayZcfIhNN_gw}v`#0`ee_u+%zkki`o?MfgNZhzzdaptrbm23Tj^D3O_tREIKsw&1UoETKXQP zctE(2xlB`!A-S`%?0$tz`+J=#;n_w177U3?Lf z&SMJR_R}Z)KjeN9aDg*#z_`_XgQ zrm^oC^pfkj%I@V!BfdY?eR!j9p#p7Q+%5&3uB-re8$h?Ker0k>-0d#ltkvGbpJ#M`NM;O3HJ==>>2%lf zB+K5k6N%lO<+{jcfhKvaWR(h~Hqd#$F-UwfSu;`SmJ4Uc5W+WW_W4lHqrTuMY*2dV zQtx6b%3ZN3KR3s>sM8;6?ZL5wY1=-nCy?8~xN6hv5O6;Ww@FX9NZYA4=9gzFi}I2S^P57qvY14(}Y&wEC#w zZ0-(E9C-Qf&+RT~!UR`fUx*(W)p#;{nwKa*Ne`-hZhonj;)Muei;2KXnve9fNX_kZ zc`M8RMfoEnM^J12=p#Nt9HIG7lwvMW&EEqAqh>A2A6(I*wa=q^SAuskCEf8+Q=A4dpuK?PAEqtx4*z)k5ae&I^=ND)XAZ7&y>TI?$aRVs7gbAfk*OVqvyZe{@N0lY&!*|4 zKi>GMEd}r8`d!tM2RWSjoKq+(|AQ-$H+(00oB(|0L%vkgIOpX1UM*4CZ^)*F9X~6` z!~Xq&GaIZZ6SbzgE8p_-1A4A`j099A|1cpV1Pk!0%Z9rP`>A$PN3fppu8z8LXe1kn zB7hskJS7A(9(gxhm%mw+zX9%$o$qSQl0Y^%%T+6jzQHlDZci6q@Lts>+r4Lrcm6cP zn~gRTwov}x9e)d`P^Eo^c4-$Rbv=Bg1^L36&*8D->?(3!N6w5<8L8_FPpcyFX4)sG z=I;f5iiN&V##i=$Nm!A{i1oiHRQ%Yvv=fOt1;WeFV+o%86#u;8ut}u!P3;MDzXjkb?Qoej;urwsdB zR`TxoNiD9;nvdd{Z75#vXwF!A7vY)t%zWQ8TX=l>49Ov8y(xl z1&1R)Q2ySP&p(4IChtk^&s#~8I*dGI){R`gSjWXy%$^y9We%_Y$*`+JNRJTAWP=~( zonLUZy~(Z#U$cn&`{t4V)=B_=?wOpl?@MM)vKd?|KN=!A3@mdn_=r9k2qSK`|Ia$| zW`Kh|`8!DJX7cvJ;x4tnq;BEj0Dy=53TJj>4*u^A#6X&?Jw1;{8v}oRj~p@s1Af_7 zV7zcJ4fCfe@qfh~02Y%gs{3-dJThb%&fy^k$;x?$JF%%q=fhG&CgEdYc%@L~t(T+Y z7jqt{zI2_n_(S_?Jd!|4xw*${Ml5#J9XqP1YPlf_l5w#&x?0lg2b)uA1A%=g%|@Xj zueog!jMG%m;ZUZcgXru33D*xsE3A<@_*~uNIWZs@< z(kj`PfE(76?o!567q2$DwnO(%I%rxkFzS3a;eZ%!=*xR;jiw}Gr4Sjv#jZ*?J} z(D!!ElY-$B>4QJ2X|FvPqv@MIFw6$|%}yoxiQ^ZBjYe6)q(R<(K%bwlrlHQn`9Q)wi z`~p|SS4}}5n)zILUIF2i{%| zrAbzet@avo${l=PwA(QgIoVrywVE(;23A+F>Qg5WD-K-vx)p1pvdxF9o`o6rRDQZ0 z`8M`$1f=EA#%8=O*%*?T%3RM@Aik|XR62`D9ZR-kNxl7S=K9t}Nu>f7T~Pu_BLYKN z*#;M|>BcszOW{JQHMm35{}`>kP2Ol87?|M|48Nt%A?|F77AoeE48{G9#J8(}+rV}` zyaz4$>)oZXN~l0i(Gc;`UY0C_w)q1Oh7}url+HVj*I<*XHYXSSi%7P z?)>_P+d)QoIYDyYgE|qOC%B1sKCJ(|SP3?E6D(?4Pg3e{(>(h88(8+t@BM7-`TGk- zNT@W8AN1h)#=f+B9f8Hky?Myr8Hy(btO8lj(al%gE6zZk!2b_(f1eqa*Zykedbjx+ zuwmU*ix;gdSBhA7apvW~;eG!4ATi+yW7VoRQ*LafMs=iDU_wKUN^Y4eLsl$yX zo`eB;X1Y?uscsgNKn;#h^L%58{$?UAvn(R}{HbPfv1kLH*JpVo15NUe^22RYABIovW+v~s=eTqZoX(P6rmXfrRw^``L;!U_ zpW0n&tZk~Ms#iHk%4z*;VqzkrOMNgna7)wT{u0XK_ClNNqvYK=zPn6f1Fu%WeyfZn ztha+e(E_aG=CosZS66@*X#3wE@UwSJS|45FoDGaxp4@8x{5 zET79+9(2|r+MCuJLYrgxhjv5JHI=`dH0voYC!f|nr9SXhSF{btERFHGej*qy8ol5~ z*hZJ`@MqOJdSV3pn!SzIrhpLDxY`8_JLo}m0I3G>pX;qO0Hoeh|EiYHzS-tI^N;fM zxf%#w?v!VId;=B;ay*#3oEMk^cK%e1YeQ<(5f~Ln)+-yN`4Kb!Den->WtZCt6L{wv zdmoaR7*%9|d3(78N^6Bz0<(6FXiMO+YDM{xZh zjqUYv98NrNKIJ|LCoLS2gX?6-HHX0J78!otdH--l-Aw{Y!@WM9AolyeV?RP=JvVw9 z+W(h+(kJt?bQ~e!eoZ8GM-ko$M21{=XYTWGVU{NDgT+iU8FY+cMi)dL7)N6R5 z3o!*IQ+r>FAaMcxQ$BSQ4s!MY+!iaTv5TFI4$7JfK%?fPi5LlrR$W)8jFNt6mDdu- zQ%60eix$eTl-a9qOrsL z(}{jI3aR$z0j$}~yA5YgSiwvCUd(TYXf_6G-dS7kOW%d~DX|u%-YMw;I7V(l;J)CE z3KrTQ4Mm;Q>;Yt{%-buZk)fdr;(Q~WdC4Z2dJPRj1Lf_0G$SLU$+u<(*X@7evpW!F z-IXxcnHIqT<+54~BW{rj4=;kupVGfLj=!`gHDDTSss2*lMgjMTm@8tu}v)=;j zWQFJ$DNmpkp*MPXXY=@9A979)XYxh?`oHs`z?(bv9pY+TF!1&?@YV+ zy4CZ8GmO)Q2@HE`fz$vs{ebuLn+)B_-#kMb{2R!s6ty;f4(*@)^>J=j$VpWT%%(3l zyy|)We*RZ*W^v05-Z!&!?}iKI`9g9ojruK80E%cwA7TmQ434Dzqf=1$B5-Cwqc`*u zn}{v$y?z(cAaz4QdEtmmvi;r*nTd2)V{GvnYeIWxq>41SraSZDn7P{FM?LhLbno&U zGe2Klwdk5#f20M*WxC}o#)b8Y8=e@~f;C$cvkA4Z?OvBg<5a%Gk#XMMhdAbP5QT6}~56~!z0}Kk_lD36e zMh?N3Nx=2%Ng(svi^)Ym!6hxb9rfTHi2C)snNX`ZxHo8}b;mBzD{7`&E36z1!dN}a?!EUR7KOM^~Q zZx`;n)m2Y#e1ke01McO|V}B+U9Q6& z1<+pbCEJ&qE;8IP3sC8KdgkbFUX(jye=tL3jlPOiNYVnV?)QK)8YrbR zT|JlX=uc%=y=7c^Vq#)0ja&J$irmXZEO*pQKI>*cZ-}m6C54fTS9KuydTtXf&JznV z1Eh!#jQB{IrjX4Rg3Nk`=xAyGtR~|l;PJPhmz-Y( zvoy65FnL?jw4l0LUY89H_1uQsyZNZBu(A*_{G;V4(?u75wEf=$ir_2~(;rRL%g#NO zC&oF6Uam7r>i5PC9+7)H+R&;s!<6>K+~mlIu={PfG|FP$4yyubh?SeAZK^YeVo5Eq zC7)SN@?}YuTDildP7n=$%6i85c;Ysx5I%Cyhl)VMQ)`xa&?vHP^;S&BeEgaHZ&==n zqLa*zZ5J>nI_dN!uE|4yEP{DXAbq&f-9WAchyt|lLWMv#AD%6I+_-UDc< z?gWQm*sd6W3-LjwOZz{fXG+U!4>X9@WRq0$RYp&A2HNE@xAL&2xS0#c4$N}tr4N~j zIjhUhEFA{9Nqi1;;k#}rmH3jrI7>`Dd+D;u7QFvUB6IZCjH&WH0Vf#t0VmA!Tbh<~ z=jH?|hK!Xdbp(I(8^%6QFY%l8l$86)!?%uk-XuV%yIxI#4f$g*QBxl@mKvOT#LQGv zxl%K|(7FA#j)BVCMGfo&n}{xh&038O<~dbve!Bm$$*M_Zd}G1LfW686V?K$c3}DbZ zO^fLqNNjxIm$5q(OVS8#&x z99m6QIwZGW=JWW9xs6NtSeEm>@&CC=ilMz;T9?C|Xcq2=;)1+<)4$9djw2dyDlm`t zNh)^ZbWaB)xDykHFGi==4WB-ZeJd^v8}`NdMm?T~5gvS*#ic>niVNrNt4P2TSE2&u zMu(GML&-zbi%YdbASL7Ds+JIA&|!TY`Bas7!usjXmeR_uq|xLvW(X*>1?c@aYFnsc z2y=9eYhMw@suPGV;5c3YDG78=&OT6aarn6V5TvN4t!l{I@Enk*yy(w3$(H-*ok^UukLXT) zJRM3Dn6r6~L&;1R9r^8S);>A+mH_uU@PfhcmcW9BfRyhe9srW~0;p!a3c^3uC=t5u zstoS&-H8M;nc-7k>;*Y- zUb%_lhqE<=A0Uh>+bwb@q^f;*lmf0UGOg=xbTog~iBGiPP-_2~75%oLL(J4h_C7(v zUj#>q(mB`GD~Napx3Wmdqkxk#rsS)kb@FF``oprUt8z;iI^ab|&tRbu%Hz5*Die2by#5;w6OyYYQh8X%kXXC*N zz6k&Qtc$6pbO>tU()!*r^0)G8kG1mp*v4lS@QM-Aa}Y`AQn!nl>$4MOIh8jY0)(;R z^XgJot8|aRJ4}7=rll#OTx0B=p^Ti5%sl}(Js~%-gRa3VnWkf-QIKY>Q(!&^H5C{vd7CU<5MBjB20r=6Wb+vUC2F!E=UlovG|Q{odRX;g zRh`8s=rqQrsPrI>5x*Iey{XaE0AK{vhj7>!3}%nH&4R+xt-e3OB?6*-!kX}OjT8j9 z1OpW@ncn6x0z{z6SHnz&i$=}@dy<2vzi#9?75_-ORh$MM?p?i2{qEYK_~oj@R2Xn4 zyq5vU$vh{!1Km?ZfQaJ%-|{!^l_PG}XUVQrHJtISkH2h6RTK_>@jhm2J!~KNCgmx- zl!kwNp8JsHH2z=pC!b&dVEnp4R_@sXW9Tvds+z-t{ph&ObVYSvwCJpgmDATc8jT|| zHv09tPpr8QsG)4!$`rW|f!rp-$7!?--vN7!I*r&A0{A*@q>{TCJxv$yDlPtIvyr`y zTy<5pP@95x<^0Lf{he7>9F~FsBD5aPFvA>^>l{#}1W#8uR*GlPi;XVR4m*B4t%L0K z?Ip*L!t*X%?g40lpC1kYt5!TAuxha=aisYMewJ<}hO*_Yt$Sw-Afq9c1_sVc8A3C^ z3-P}X+)QXl8YuAYu3Q%LK8C3p3d=rH(QyvFA`j^y51a<&J*(%OcJfZ%l2;~wuYWmD z4?6f$F-)@tk>~$!W3sMrr=s{T(c$g_@IRU6YqK-`AORr20MIr#@a8aci2guOhV)S* z8rWT9DgQd~KL^ZNm3!iDvB?DbsNnX727Rq=pQZ!Tu-KcllVuMG^B3*w7q9k?1v0}n z{oO9uy=Ef{7~||75O9u~aq#a^(w`~+6N(DV5YQ5f63OzV3%WQ%1 zyJf7!Y--Nb^&M5yPCOY>iBx8i({BHO`BWFtHF4(?aR)aQkwDxW zm&xCptu7wQE*{PU&{t_$njw?`Z6>r8IJSASWYd&5J>o{n=&^m2r;{q2FxaAr{;e6W zA}%L8!^zP;bv zvwO!*K9SKG8|;tclzQz8@2%T2k$dyDX_|ceu;`-Lw}4GP(%Z`*|CzkH7QeZZ$ppH(c-4?y15R*~&Nt9>%?6;e=`@UHg}Q z&bKZ@uT&(qN5!6*|CxGd8IR0un$aA>O7c)K?`o>q0YY@^Aa3*>OSO5 z4I9i89jG#Lc7s;-)MXeysxM6+CSIftw=cuOlk{{v@8dX!fQ1&h($lobWmZ4Q>^?$V zEi3`YwdyLv_5A;d`0kKw-8-`Ft#s~3n8R z9g`PhVmN&mgFC@#;X2}VAVQSZ9#MHG`RCyC!qOJt2wT@zJ7SS@ICPk-PXl(ES10+L!LKvPDg{xEBje8UtsX&uraIMv@Pr00 zDy&c_HM_K_Cxq1w@$v=v9oB6Gcb%>>lutKC`VxzcT#$rSDqkbSyEHUeeA&6{^QYSm zI&}zbiL2^m!l3-$<1#42k#q8me#m5hDE+}Z|6Z0RQGy{L1lm;aZo<K{-&wo-wKKuV`Rqk~p7llq+#FQ-mQ>GT z^^I>?_u;gr^^OE zUNb*nd}HOsSsIh7{=kcVkgszA^BP#~TUYN-%PAnV^uEP-kg>lWOo|TSt;HCgWJB4tM!&(oXZ9OHP1h?e;=018APa6(5U}2&=A8% znN&z&=ww1q`RFnWT032QTpAIK#%{^P#gDj}!vFCiRy+5M#k~dowGV-ja|=iPv`6!$ z&yB?4TKQ$SAFZv`GUwDs?T-0%_X0ekPUDn;HRD8uDL5O#ZCy>h%nuFcK*~9DDqWG% zB)orm|GZ)1hsu>q)^*w;2zv6P0@TLz`qcX(D3&H_o9dlo(VO{4)^$aS3J5|&fR)`7 zP=->qeTr=YVBs9aJFS6yRlo@FGM*KHJ*bdv%4XVs3n-C`O@mGx`N0Ici3gE_y5H1z z9@xeFirpe?>Ktw_yZj)7{rQ&v3nOD-2QD#I!08y}-Q0%fj-7f}f*w41gCA5_cxUP_ zD=C2=mw@NDD*D5z*MNObZ1a9JxH`m7K(5YX&i~ZH`*eiGagytJLRx%*v83FT?{%JJ z&*!D~8 zA8WiM$L3DI#~H1c?BF0siCJ96?Qy!xL%sda2E9nLG~smNd-58M3f!`n`uj#}f&NM7H{BrU0Yv>wVz}t4@ZdJXz z^9s&oSlyYIa3^jfE(JYTM8MA)G2uA6=n>)PrQ#anD!K=MA=XhNorN_@>QIYkkH6S^G_hV4$zU6opxpSR}mZc-2q z!NYm6+Q3iz)<~)yKRG4Bs4g>mc!_?O>{^#KxP}j|b(6iB&tJT~aLlyt6TnL5@Gb7M z3^|`J7}E0=BG2JR3ldYtB+nv(HuoJXwY7XJdw%>iOPC$&d4eM$X8uRO?>)?it!%!N1Y4(z;$c~J z#1VO?C!^##>Rv8>azk|lYWqaQ%eRrMn9ISK4*tChU;D3~*?HPp^o$11qCe=xgvbCS;7mv`rE1%}(Hz{Z8Q`G6OY zf8?#U1p7ngk8kld0pvpKqBUD#REK%l*K_$lcrg*v#q|0atLs_tBT1R#ra7{ynXegC z?-uwJ^iUf|mWlzCsKb3TjpXE~&9Zs&(#%LE(yx&im*7ZD44l{C@BnRSEv_0Ivgj)O z_IuftL&<0Ih4Eu|uY)~u?$l~`5X)c~43sGuKHX2Xy!(52V@kS#*-%~Zwa8Zl zAFPM?@iPXWBJI$+tGV@iQ^5_>_ltHR?o>B$YQ5iHQp)7};zVqQwDaO+>}+=C-5uvA z)9hIHM*W5GoKUtmeIESh?>Zm&`=7OIeJ5lQU(I0HFSTSQ8JSEA#D=}OJDL^8X%`va zU8!0B57^BvpED_Wvn79B08F2*@BFXxFbMj{I0=Wh`%ZNx_dloQZ5U7z0n&4yT}KNj zG99vaG+e5|BvFnog&|m4;A-;pyASmDb8RD&N0XXWX+T55ULNePoH9J zrX`k5hMGpYF;($+wK#O^2>-H0@z_3W|utAbm0YF%^~$n7A|(VGGke6?#~V=;&0^heoPcZ z!e)w!N%(@@Txv7xY}$=&WpvAXY?m_eV;}wPg-3HF`Gn5q(WE-N8XEfpNfr`snI+?< zp{kt*pZ?1*1puh4({`Bya$b}C3&1|%W&?Z!D1h!hXo1&dx5w$stD}}LP-s9>2}q%A zz|h&*O4dLMV~g8S+3?%rKha=iT+bFRm+xlU4Zx1MA&dq5MC?JZdF@bgLq>mKhBdk| z*!1GPh;mWIKEi&s17}m(b2#weoA*^Kefvvnhr(e3b^ZHU!##`4U`d}TAm z?%((47U{zER`l)4j)jHgJ-z08J^&!ULF@TR#wFZ-m zRm=f7(%V1nYzQnT1$2^V?^h?J6yogZYqgvZb_PQ@3(yw1z&Hd zO6jV0-jK1FpV@9KD#>#Su`dwYJk&>$ubGsvlE*oqF$^r)Thz_X90=Y<&= zB^nNXF)wPARy5;v$QDv}oW~!@5&aGB+@ZO)>m>e1|19PdNf5rwS>?Ul`MzrHui>Hq zxUbLRvE0%3gQeE1y`L30cbZj*FQE}{C^>MKO#g43g_|6O%zz3Q#lc+mzv}p{+-=&< zl0@tVul8AP_k(c=NSP!)0{6_#64}j?cC2g9|7MF9M`Jp78=O1MS`}-c;?&gH29W)- z0XT=SkE)JTrl4+R@y#A&v9Bs!B5pbevb$iU+$)bf7|EuT(^=WDtb!KagzyuzYln?R zw!VmCQO;)hUb>yUnW-lp3_zW>S@;N_yk{*WX5-Grc$+*_(N$$sQ&Knau%=RaxDLb* zJU&_7k2o4X98s5`aVA@Dnz=usWLbAB%!#{$NtD691Vm+XELwN}+z+Z!#}B zEUr{iUm(V;8=C(2kbeTwGcGZ)jPq`_8)?n2&C2KgmSta+>XDVc8AlYGqyGI(WgblU zK5`bK>Tmo<+>5D~FW&?GbTAIp{Y|Rb`0LzIIE3C+5lD`ZtrQC;uxp^J z1rBmw9G(ON6SPT?;B@q-BN_>FKEzp$}2Tho{Gzi)A zc81q0kg{9}5j8jcla8)ojTXOFqYnyL-rVf|?qrf&5&!>uZSIswQAJWclI*M5@8ElP zoyYB2?Cn|E^-S43AZogs9=Po{s93&P$-Fuc^qUO^V-IJ70!DVy!Q4L*WYZ|Y$(}s) zqCH9RUyEJA{_VtUhj|ty14>V0Ilx%NAw%|0x~zR&EYG%b2Q!wQ$hAXK`ps*+Zry$Y z35x=D3$SPeSdv5kG zsF}_xMJb*Yo)eH5)ut2LaDN8OZNQIu2Giq+=bt$4Z}*6b<3Cd_JxRT!owNqwDoTpa z`-;zGdt~2o$x6s)L2Du5O;^+_i-ErXUBly%X{Jpc?}5O{HM{4Z+B@^{DGDba0L$CU zyFKIArx{px{vkkRY6UEClX_@vU;$f`MLx065@oQ!#+*BhwmeXR4 z>aOS)2kGY4Tyygo+847paxx0k!&E#hrnX#r$EF=E>8`0v2Eq?xYEhwaj8vqDiqXEp z&)zaV=E}M#Jxg=PAAReZ%nDM~2ClVbk!JYty&?T^r{_P7Ph7+YZKEb?!+lFVIdydg z4SiSrez>EveA8eTTh)?(MK`q16pUpD@1t8SL+}Vd^a4Nb5zZx8UBU~upFk8dApV$N zcwP9~$2LTHK>`%>;%Q(Ug3uP@EGq&Y?lg;Zay>`!Uu`B*M33kGk`M{^zIrgSRHQzN zM@4&}mS03$Yw=kyUd-CU`(f#GErd=I@;0o;PZ%j`Gfm7#8Sy3L}K z)Detw4f40}cwr%h_4wg9@^~ozfWNX{`lvErV#NZQ-WQqS@-=c^m`HN}p$+W6 zDG@d6Cd2z&zSRKPE98Y^n*1cm(8et60E(k~!msgq-8LxkSXvE;OzMG z!k%ZwW^YmjiW~p(4h|^IIDl+^ka+qV(MmS|R_3E$n#h8P`Li@h_l^D(k=x_u8zUH| zVaR_FzBcvw5~ve)rmOCR20B-Nb)Hyw3txPDwUZR1B?^4pG6Ut3zxUPGzWaPid~v*D z4gtyUqk&YR!qkXLGoorJxUDi-G0OW#xD<-L!nTH$Tq;Y@r@y&0zS*1Y zV<~8GgI+apv#UMVmKZ9d3GnvPtu|PEZ*=DDJiu68<1L>QeYoUq zj-L0N{XJbA-;%yS(oUzNRQJV5lBf)Lf{Wk1`j#I>bvC%0ufEE30%w2+i%7QbBZtJ} z8I&v?``mvl9y~fYGs!Q`6Z-K=+Rbd-GnE98HWhAjKB!MjpP1P?No&dJiO{ipMuPD9 zM-mFHD~mc+3UbS$IiaSG-g$IQL)aMy|{=1j+n;Xp$b5 z^4dVEF`is)4!{L-5Yq$I!YP*X5}plUMYugN$%X1ZRIaY1Eceyof=Rj@Mg;^~4A5LUa@$CVK4b7qHztyORz%CzZ$_J4gpZDKBUJWIjs_c?P8Y9^ zp8Qr|UYt21trLdjZFVj-AhBBPyYIb)8hXujF}HX~KTAV58r&D@1j^~vsd~Le7g7-{ zeFI3Y*$2*U0^pY-5vMh|;q3$!Vgoo$XMF?rLj0`IeHMz~dOMFb^{-J;d2J(}Sa;V0 zO)kp6{O4a__}~g$tbE;q_qf;hvK;LH&-e-(wtL^N0?frE-o{?&R5;@Z9pY%oB`uDy z=x0XhB4=%MkY6rL(z3g*zuZ_`H%KEePs~`jbkdvZvcc9_En`cjSgEc{ANniJ2;bHU z!+2-40p!59dttdpTztSH=Dvy7JQWsDL?y6;tF=NQokgqr8ssYSDV8#>YE%0j6bC?* zuL`{z7{p7;H{QfmUW>Y2T!0gp7|fq9-j>2oCH?WrzK}#bYIp8HegLgZZ1+$ur6 z;EdkNFGJY8eCIm@KCej5`#7R6oaSFddG0%4C;qiu$-B>?+il6Mv#OOJb&OK=r?f7| z*X}Em{M1V9G4?8RHsHp%;M4?~NldcSz9)Abkf`E`mP_ua2);=}zg;Xti+OtLS)hrh zqN5QCrTRDT+#CG#z0#IQ?!h*XoxFzL;rQ{ar*@Ur%|Rjih_yy5leoU#;nxWNAZuhK z#y7qR)%)uOA_q-yNj#K?98KhHOC|m|zoc;H(aY6VFlNp=WaDoBnhZ({_ni8-8)Ki@ z)cww@m#&VIgUwE>%B7KC)kBS|EgD6=`BT}*$VfQF3H;xm4K;#)JKFfLFo_!M{ zV5XA{8;br`+PPSFb$l>C5-HC`-_7f{<8O(-x>D~r=p;ygh65%~;BD5_ZEXTZ^w;Bh z$M9Zv!1;&obZf?=Rn226q`6*rq>*ro&vEi_lg-bPFD>BxEa^X_X8`|$a3d>v6>l5K z3-cJEpW0u)*i3tR-k5B&RWwTR4lmDDqEN())5pX0s<(h0U7!thR4OX^(lTs5lnCMB zY%==K)XUd2K(=D30Rj(R)J*qP3+kCwDLd^)P3+~j$anbC!f$kp<_BUAHxqLhH8iB?2XmIlT-+Xo5C`j@6$l3%BGVKV)AY@qPR5JGw2`|rWJ1)KY2qG~K zXRB`52u!+U+&viRWJ!z20askk`lsiZv!^nIsV2_VOnGK@mg8T&d9cgr*!Xyj)3k8m ze#ev&i_|^8ZV4PRCT_6!&pl5yMMRqN%AsAxR=@`Gc6Lf%a9yVf%JSpYJTEP>qxsS- zQD@S8xWrUN{6#$v%f>iGKu!Ie*_G-igN;P)>!7?nJ-78>8)Lmq`M@7tg3|-q+^~A| zAId&?Z1crY3f-iJ&+}YuynPcD^Lo8}ZJ?yQgouunV9u7_N=638>#8n&8S}D8jJaG{ z5pSrwKL<^GKIfv#iTB)OzBc!tBI4T0q9U?Rv_g+8`IaXu$y{EkfcM_K>;18%1_s>xa>k|G}1YBlG@X`rP=wW1^Z(ck{ah5wEsVnj( zd4WIp4%OJvQ6DB=)pej7o(i;lIX*dw=++d3Ke?$d1r0pPtT)#dPRYGzL5cm}DRsqX zmT*{bc^)=o@J-!sVY&g8Vs~?znl7!9d!_4+{?ro40e*c|VPIPYPte$LIT!R{F`6O^ zd=K4NV zcGfiM?Uk>rRQ_7&1d`9UFn7J-_Rlh~X! zV%hXe?m5f$6ywFg`Rsl??SwE%hpb}X+IqWhUN0%=7Wi7fxz4KiBbP4Vg!|F#CE0p& z0?WVTK>}}zp4_p{5s0|-RhS}c3#`GZ$LxqLu5arRi-sRNI8mHkCx)|y79kyFF;K+e z^&nknfV0sW;Lo4hHo&h>X4zIe!(zost=InV_!461+%GOJymqEWW@l$dM}@6Bqeh19 zLzmsz_YX6ht^ay+$FJcO%#|F7f7634YH}{eiF%>4K{q2jGU}fPFo-&4jqxK5(mY~5 z!K^mEi^{PL{XZ{`3y)r2#)0tlfoIH?o!SH2;HdCGONr&r zzRL8g-wp3?L~gg7ABL%ZrLBPxKd*Ci=#97TnWt1(xY|(OnPtH+l}86rg;0Sv5>P?5t?E=pfeV;qSz@|ii)MLZ zI%)%*t^6d}9X{-`mwk!{z16hukLDea?T?MQQ6;-!%oG|pUxpvoE%e$$5^Q74$^Lqx zKmDHk!mf(<-^m^MOKSZE)p%zlkJph)VJO8G6&2+-t;d8hx_t5dz^2lUP4eSEpAWu)>XI<8;-iY(7l+}V@sq@k9Z~|%E$oy2XgemC%yY18fE2~WFwdCC|&E^ zrTmvc?zHr8AsFMVSI1X`KnM&2y20F1^8_B{bz{Ez7v@6|#JT%aI!E)IG-P6RMP);i zQ*ho5jL$WcNJdviAjx1;tN?<0X6}1?8=<8-x}`)oS+M@<#f#QpOygAP*#1(MAg17| zV0s`JQwpm7gRl@zxpKK@)_;1_jECR-NJ{^ABg)Wg;dVevweoWg`m@+q@NQxRfqSrRuRR8Y;p1!)q}eJpwmZ% zpT{xoBqpnd2`2jGYSf4moeTLXC{-`+SiBKRylu&gFO1J(9w`P5Nn8JPKXg7moqHqRHk%V>06b^YGUur8#E-D$ z-s5^lQBOO0?aei023&0UpU#Wh4Kn$=4*V2FO_ZdHI!^o)b<8%mByUHmvVA|hO0lbz zKRn#a_bq0JsaF^*Z`AYiCsb15k-0*T4_HmtNzkXFyv+RE z+V9UI0&U)!4dV20k} zo;gj3E4bKq*R{Rq#F7-}{gdz=Io5e{b|v7ONVdDx=6Y%>klgnZXBo(3t*vw)xF%%h zZKIXGde$J4KP|p!2&*2QHQ~XUN1V|thvSYyidHzr%D`n ze;;Sry}_xmymf(zFmqrd7X#&!Cco*9#B4ZgTvd!VTvzt3BwM(|E(yJsj+x!`j8eIK zoc_v6s=i&uLJ|^FGc&%ec(gw%ewCH!DF3`?P_CPwmzS55lLLpFk!8XTdU?6K394%| zhG%@+)|2ZN+=r;s(`9FCcP~1I>WtG z{@OScq|YK*&jfxZP`K&4B#zSfdSt%*M-$P;0XAL9cIjlUPwKOI^pv^jSL&N{uOpvn zr-@2uaBGsyR}|nhnYAb%T(1oF@tiJxUv;iu9C_W4mODlnNj(wY_mY!$U+U2HN#cQu zquGF%=1rrP^Fsca2G2S%=0dUm5q5B(wP)~rEirUMvuUMQT*o}H5Nwfl@~De;2`81} zsNljZ$jQ)6auJ48Q7_msIZj>M3rhOC5~oeg+*M0_dYqvzC`c3UR9pVfbWp7B`jT4hu{R(`%L)VPUX9|m21s5%Ta%4RlFj(|IPLa%BSFUA zsY|NPHg6je*+V@Lk!t*0$3;oEN49(nQ7X{3VV*^zGnd`}xG>t<cD2Y^tr>zF_AN^u)36BzTqswt?m@70Wx)Vkk^VJ4iUu=yPsKK+@ zZAmk8SS_^KDw?YfbN=^aVQhK;x$ ze5=^p#k$GhV)xT1*!Z`e8eRYDp7{?WgrvKJHwY$t+RL4nP?=x@>I7l6W6PNzA%Y^h zQ1{vwtUb?pHMnJ+7b{Pu=Jt6oc;xqyy)fD-qK506}+~hpq$Sdm+oU00mS+wRg zH$vw@2AWa^k^A+3uP%?AK@5!khign~Kd+`|T{Y6&z&tz+1U&y=dtV+7<@@$M@s*;I zN>rBeEs`QCyQokhB9fSyvZd@hV{f&qWXo10O3h?v7(|G%WF7my&SW>XEbn=%-|zW8 zzvFq2_pkTA=RS^(+{Vn@_jO;_d40~$`8m&%>RUEfe$1tF;aWH)rY8Kv&pVVBuMINo z7c@S!iJ~w78c^|^yCE7zbLU_g$D24TJ3FojP8*8cGMk#>Ti>u6PFusdt>`<}%T4@v zV{_Q!%{kAGnz;`bsdc9I(H@uGDNfyn?=K1$G%7FIZ^1k~(?3T@-ZghG*0eY4O@9X2 zC=$!Nx0!{9LJr2*SXjh}n+EueSy}Tp_Vn~LG_cb@R=)G~^?kz1={5b8`HWdj-p>s3 z`CmUXPZ{JOj|9Mb9Ia$H%+c?J<78J868;g= zlW~e1!1OThN+JII{zY^aptaDzeY5$d94j?!3a`&fGB4s|n4EcTI2pUmVRi<8?fmP6 zSPt6!JV7&s(!vBi@>q0kHf-QaN^4LF8qA@UoNSLZlRYH4xNB_eD6`iFyGw(e`Y81; zRfiq&FyXucQ}SBg*!7aaE4CtNiM`z0Y)0H1I6Vdaj#i%$!RaYwM1P`Xe<0{Qu8;ow zOQo?|Lw1n0&c*sZ45d^)Ng^tV!e~dDJt?_1;tDudPmcmT@@QS0n$WtR9E@}*NPa)* zXU5~GLTl^e-s_{@Ucm3m&wSgPYuT>d^)0I+)^)&NOZ4sg=A~Tn%w;BC<0~?87^35N z>t}+%tt%{h{2Alo3UaM}jd3b$Jn{=VoS0U9Ay-F2 zq{j)HlUw*Piw#>HS({vA6fmWY*GJF14EX&3IvXO*tF82pt$dfsxiN4G#gS>bK^{BN z86u=sQ{j|jYETyL24y}grS}IKtbet@#m6q+LksC*d+*$&D8GAq#B~SQYp!>LWy6ky zt-PVkw9y{9{L-S8#OGM7Xvm<&IV^B({WEz4-&jA<{=oF~-bMZcqn)+#%lu!_^F$@l zvd*7QAG*#;9gaYoZ#ixIWqQEmOcB3_z~5_Y%PCD$`?wFD6pPgGcKU&Jl1ymsQl27; zpVhhLDG@f~)p**aA+T=l$-_d~*a`FuXOHkyqQW5S0z3*G)l&u|-ki+F!3QXGtp#H~ z626yvib_=#2%FeER<6jMD1ZhANGUr7NFEqrFW-4c;$71?jZoZ^W8r4Yh#tG7XQA-v z@+8zM55;XSxgrlr?Rr=$^W#l=ctdFrYotcrK${T?$^$uXJXiRnG@y8Ibi-{VTA`>t z-$3bv#tk;5E|zDFu%*6C`4O1=BlKvATC_T5Qlvb4Ua?dZP0g*=h!>r7cTwkXW!I`s zXHe+Lug>8i&n%K|RA(43JIt2NP;#tnzQ-O9PuRm3$n1p)DjxtiC%KP1<;NvV<=}wy z1o2v2{v%ReiM76XL$Ql?WLK>R@A3RVZ*J0g9T@wVfk`QF|3+-C^fr3P%J1$AbZMaR z7h1=p9GWVy?)UUn%q03gdb!=>b(Mm$%&E1tioK@8eP2s&+{;|PG`phuaaD22P(#}+ zUJ{7Ad_x(loD4FzHK*t45?DkDvrNA}wYK#d@)j(QJZ)`#`S+pI9Xz8AG~!f{$oJgr z?D2T#71Nldb1OznEp+70WO!^18Bvw9C0@FUv}WFEn4>lYUb67G4khzpsHgrkxsH zU8+ey)eYjF=Pio(cFMr|kJG`*aV2Q_vo6b*sr}Klfo{JV{_wCQl z5SG&u84XDNfVC}hu;}hxz1D3SDW>NdBwc4m;EXZ)bJf?Q=kcD>|tHD^AvJcwn9PATQn$hLgTheS_E^;D@Rwrp!k3D#mdd4Sj80tUUYrZJ*&N(=l+54I$@uU=#FN);oF{M z%TBFzp~)OmSuyWv9+6Um5JHS68vQ7DclRCwUW9ksXnNGyvn#5@#PGP~59qTX_b#Ok z*AmRczizP~=_3Mt?`k8FUeD!rJ~B+F+FUiV7N=l2 zWN+%yP=Ke6ctBTIudmUqR70Hp&qlTF6UJAo^sOru@PlKkmENmRV`fm{c0@RNScEv1 z*q(V0p);UtIDwg&nNYMs<=a@Q)DrzdG&kauS)bf>VAv&ygU@5y*KfzJUARj|a`)oh z%$n2E0!+m7LGm>@Y0ci?v=k8$0iLNw3ZZaTm1Xwth7Osx*-j6?HyhZSx2Z|(uB09(Qz>c;g_RJhF~vVHl2I*n#YX5Df4-r_X&LZ}nIt+3@G-S! z+?6l-=SBF(9V-?%tI@eivWu2EKgOVsjeeDh$Gr~vq@zP%K}faP*DhJ+N%oj8wFIUCpCn$v7VhKOIPw~D>wI;3#GjhO<)$t9oH^&VI-kMZ_`qmng;2CeaS9! zX-_mimnyn$xSs^4f7B_qH0^By#hu$UFh-nW?EV%#&cg&E z@?O8zot61XO*D9;ws-nbFV}Uq`IU!EtT#X3=Aa+6`)eyRv+~hMa&3ab1~mSNFLIs8 zru5)wp9!Re4y)X5iT(E$`7i49U8*?XdPhgU!1?ozN~amkN--M8js#g}e$;1VtD zc(%+^)~F^?wpR#^5)H|FHgSZYI!t}hl{WO!gM9s1D|X-u=>&oieYGZ5BG!ZF`T2qM zw`Y*dIjQ!_R4DnRh3lTYwveP=_UkJ|!043?$<)!ZAjJn@qC zq(DC_HGuJt0o>G+Xf-x1chVkB_SDvBIcPWQio`_}olm+wnSdfl z_Qyy{Sd2enEZVueqU5=L?U~`Uo%V;)6!3(`9pA>rUrli`r=W*{8$8wY%I}wV?=6?{ z|Jjnj)hghybcKo5xVhSM=GAu*qB%_PW?=m>~?HY=0rQrlyf%GtcPwJ2zKFU z*lzgee}%t6l)uca$i`qazTaS6N;g9-_R5C~lcv?(>oKqJ^)aE?*%0e;m-KG&iLvIp zHqJlorR})W#*FIhEW4e1I;9iH!`y-bWd)O@S-S0#UXHPl7M|8|bJ~ib((dO)3XYwf zQhV8`Q|b+`a8}7)_VknYEoXDbbLV8+NHNkOZ6R%DQw$ujJ5n^?#S{;#S8(>xQ%1ra zJ6ujgu-h*n$zQ7tUu6snmD=LbYb$R!L1G7wh+h zx08Y=e6_v%LPBob`eN$e^H8=BB`aHKnB05-`=xkoSe+VDeT01GV(1f)8@uBs}{hu~slwEncdAyI68u*Mnap-QZi@7-J z*&$Z5BUX-t%eTU)recR*{(_bqWa|`B(wK06Z+#7~P_h%4IhixqNizJ{T z587^Yc>qNal}V49V$wOmTYvdMXF9#&7m;ta zY3^9Tly4bFPhUxOH3vXp8|LvwKGRA~F225hWgCg&(Nm!Ih6__DcK-D4^QWyeax|SNWSy$O@?hF4-R2lWpv{MiKLt)# zYY*(-e`jC+DNlFu?9Ko^RUy-IBReuS=w^g&?+-3l$s@dkCS_Nf`P*o;t);tV-nBR} zw>ruEZfDhZc9lY1Dhl?WbgIymUQ<{Nhsq)^ejDK;jq>zcUsSP$ftb}~r@4gT5)s@B zkDazePv+Hc@8YRec<=T2rNLx(te?VaOu?97f=GU>hu!;FFJevn zDJ!do4fkIKVfbj!rzY2`Ge^{GCJ=N_Ud+6qRn@zKx6_QY}l1 zkVZX8e$Cb9{lxf^4_iBEeWQ*tHy7gZ_-io|R=q`W4_EDsl~zIl%qTa<#JR6YerT@7 zC{^#40 zRKyXu{9vFugGQw>e!x(uq~NiYqlNm9DcjpSyLcfYpSC-N@z~;O_^tljkE-Eaj0H11 zl~Qt|{4b|8rgZBdgrn?Xz^F8<-=UMiNxEl#+;zTtM}Ikl2Q+U8Nw-Z|?6a9ntmo`^ zcrq&Qcts#iAWV>qt$$^xvA#kuZ9VyQOv#Y2mEy!HidkLgv~h7n4qytmnPj#r@r&JW zd^Zzzzy04@gdjfR;og=Oh!dn9-NOtL*PIF3)%n2hFa~7GD4Am-xfBA2vdiHo*!#$F z&qeViv?#04vn9VYOKD^X%Ic)S0vaB6NPac=jV0kW5|i!xssqKhZzOU0(3$D<#Lx z@3K76@^(HfC37rypYHM^!>d;{)SC?s{@O*Cd3##%CpW%GCjT55pHUU+yfRWz?yBX~ z?aWQu-rE{BIv)?j4Jl+kJ<1MqC$FV2vZp*DjZU&M5Lod(%K9^r;==Z-D==_+B^U*= ze2mLGwyu(#N0-Lu|H}I$7V~*laY?-*vXSxgPll$E8j%^?Ws?457YA)ULBY6_f(a)D zH}zwCQxaK{sWkg9ne^JX=~DSQ~LHLO0QrBq?7P_+w}Ju|@Hw z!5YQ|nRJ@9E&rZS=Ct_{MOV*EMI*NP#6^a}$=fNc^pU^cH5DCVc5dL4JAUojOLEmW ze{rXeCgS!3{^E9tu^t&gF;-uU+qMnjm@tg{JVjrQYF$ZbV%>l82dRtKYw0e->eAN( zO9;yg-cy25c^b>(pFjuXLk^-LWvzo!)Y{sbV_X>$d`OarcZVuEwb5q;sVz)m9@dsu zk8Y(C{J;75S$5`VD&h7p$`@>P$8D`?b^O@8eL3;S^iBW3Wqyz8!~;vuHpahm_Sb&3 zH)HP!9LSl7qC1l_l!XMNsOA3UM(fV=szTjvm=qV!bUeOJy>KPg?QpESva7{XSApqO zhlXfpc})@9aueCF*Jfv2k34rz#{v(V^QrHvs|}~8M2u)Wb4V{I7>NAUv#vr-)fx&m zH^R=IyNZs>!>h+04-Q_&irpM*pox;^Um}i1C`KXT1ku{(;)V6&(0ytzjY8O{()5Cm zn%DFrzTJJ5Y`}x~y#~saO{WZoV;MYqwD%ev>dEF7Wk8$(#M6n{*>vFif^bgBVjg&j z9hJW>!B}W7vndI#etX;Pf62Eq(#kF+b|5gKVW2MR&E&obBG|Cni$wj$dex0uU9%~; z4|Rk>9^$e2QtliqvHlYD=lVOnC~#_d;0Xw-X%q8w9tL)U1sAI0%9o?sIx4w z^^(`&#?BlbC@NBpx| zM%R^`1+~jJMk2OPL**#A*K^Kui6W)$R-^QZ*oz-2J14+$o~&HxZLmK6dI1k{%KXJ! z>J06@F@hiysC1FQXqt*nUewD=oOfWFb2BzxccUx31x-;;$Y5sxL^wx##^Y9rN(9-7 z@yil7h%W5sN)D0mqtL>Y*3(5Fl*7qKt53FPK9lhmYQT7V=W~AKv?v$J|`h4AW$%vX1?{RD+DfFr1?w&O*RVC*sakCK4xO#gB zeN)Rvoa~77Yy9D=t#5bjhW)I5ARGD)wE&Bv^P2fiPh`{L%7Y&BsZ|`Zm+w@6hLKi_~f27yn?s{<0{sSY{k}$up;02`^p#Cu&tL~D#LEQ;WDyJCad>S+;J&+II^yA0#S08IaPx*eP zgX?sxY!nsb6n>eomr@yOfzKa#ZGjgfj0reH4>5|lk)+0#-%`{Wd6vf-2~JZJ6HaJ~ z2VZVV%4H=D*@>)FPOe>mW!44YeDAXC8;U%sUpg&~N>a5mYnDGGs zf%)+q+Nk@W*d9;*>fKm}=AdGbW7d+UN9(_(7AevVGz19uy;qtNR7k`Vjecs9##G2PqImij2MM_LcKY+h*##@b$NPD>R6#VvcE z?}M@N@%)*JL-eytIXO80$m|hn@|Ma_Q~ka4zqB4d zM)769QvQoXcd_2L-G9_w%9rqzGxgF_pq0Ad079!>Zmb4rVO+@}9qZ zfmiW(VIGL9MEJYAyK%R+`mc?FtmK$*yg()Hn=qG2&_|~T%vWnayI(~4Qk?mcsdv`TV!m48* zoxykT@xP*+Y=X$D+^O6brL0ar7xZm_% z7@ubZ!>&bOlJe4kojf)2`i;#{DcfQD9SMvN)Mv(=cqk;GjlB&DCfnKRtY^%I?DIjG zArAq-^jnr|EA*xm%}|_jiQS)Qw+bf?mGlhCxK0vja0vj7QQR0<6B}br8gD~S6*x~2 zp%q9k^nrf*^yxER+}KMs5r26940u_H{LAqz^J$iGUY&hIz718}Bn&qtMLqiBXZN6L zvrNDl*j#J$iSXBu>M}b_PPrDdpPuM57<}qC7CkkO$^t%xN7fmPNKRH(O_Z4N*{nOJ zOWdaqM%khHOeIGz-{d{wFLpFeLljMP1VLGCZLLd>+i0QNT%q%P$s|_@}PK}I6$!)cPM+vJ3M(JZUY#~V$e_Hm$OeG&eqo-&l z6xk0~SA_{)CUGA=_}3;t1gaJVk)T`YMo$K%K!K$IBZ#bX%k}}{BqN)gZHulRxabcR zFRTv)ikex-+XfYmOqbiCKX!5RCRIbfTO`rF!YCc$d$IP_LRzBCemflcE?tJ8$QE9% z(Tw(=fYhNSWfPRrwtt!7L8w&{<}v)BL@L?ic)@F;Bl|{*1~Me}Ex@UyTg;8r zLKxh}+&r)EAu9v+wVYdqG&gUm)xWR$PHZQvrPbv*gWIf|T+{`^;9VA$mOp>~ z48r-EMl-qLy0?`3(YW%FBD2e*38Kr%XX@n~%AW2-Cb}1pG9tf8nZd3Q9$7Dd2pHS1 zOlH2Ol_5MZk6i?=z0QL9n9Awu3M2YX-H`Le!h-V=e5g7W+xv{qtF5!sz2klgf-eLU zJnWl=8Egyfwr)ybwS1Yc|AZZ>8$N(T&oCV(bSlOEFRt^?W|Cazi6OKgjKTv5NL2qF zDrZ04cVX?m9PiZF7*c695yR;-81P3ABQlRt&o{Jg`KSxQQOlG24T`o50c_jS*q7b1P zzf>2X;L&NUvz%BDG1BDer@y1~pFdkwzY>zkbqDt|UfvyyL32yXIoMpls%iTw@FQ~@ zqH0cSbP6~h-7D2AbQn<8X@A=^!{2PuB!je61R%N89XiN=SUa*?}Mbt3B{}b3P}5=h8h9rtrjN0vO#97 zhQgYor=7X^7|3G}9y};6%8=^zdv3M%_9j%BYz~B4vNq(Y6}cs+r_X>aVDAe@8It38 z<7b0h2}wz$#wg6UxsC?Po~QM9Uri6-X2$4$Be^F$$AOG!ZGCUh{`Osbd_2JL_2wIz z-Gy$MZfj7C=oex!A+gBNW2Rh-zz#-+bH!F#OY}{vEsB>*a9{=zFsOQs!`|3IbfWzu zBCdD)6ddq);US~ZXwjmj0mx6fK#=8Th7DyP?;o)1W5pcU8bCKSoxTHc5tq}UUbv1D z%;H;^yk|j`oXSq!E0MYO^9g06tTT)`}Rh!8lh!GL{ zNrYRRf3U>k)Y38f#|qd6Y?e~7QCim|83C&K(l(LWxMMTxUp`_%C_eE@JMcGx?!i@# zJ9gN`B1>dC8Ej8XS--{a@U@eR3*mM)bvP2+YCseEZaj42n-jbKmpfnWLTFMl!^CAO zty$W~?#V>erZQ~*e2LWJS7tuH?|pr5CLOJ0=4#F)VW4Gc3T(^P?4W9;PENMkkz)$! zV@aXn9=nEL1=08uX`SEb>1vc7=B-;9D9@fgeWzo}tGLsc)pN{s?^(pIU!NlqiLH1v zt=tLCV`X6>+M!=QF-VuA!42h0;0S=n0LFFFO=+tf4%5Dc6! z5CftrxBoGD4t-mi<TE&2%pinag)@P4m0Zc|v z7S%u^Yl_0!{pK`A+tuBhwznO6FW+xLp~ArkLZXwhnIYwJdzu)I$5>BOvp!g|Cu-9_ zYW@!-7O*x~lJ^H#sQ57ZyZ{@chlOUC4oT6Rlt2W{hJx;)7p&#H0WavAqE6qv*ev`p z0$>*MY{1l~tY;-B4@rYZY_0sMJT+(PK*Q}C2XlgGbbPR`ABfxT*T;))Cx za14Agq^IzE9 zwMwFLfO`c})^jEhJCD13`C-3tqMPk(qS?f z`?DpMv;m48C=cxQ`ZWR3J2+A!_i_XNT)z?y^A&_-A{=S7o|}Fq;!rvf4h^fsFgN?F2=`^4)ni)$}{9)vOrk#jL^8Z-HT+kCDO&e*-K5_tg!iD@-Azw6728 zmd?a!2oYuWaT;y!i}&x}r|L1IxXz?P{D(!(N9@5r`M0EZ416Wi(qSPq4i&<)ykFh! z!%i2x_IcR^Y5k{2c0VeWCFjSp5HJ)K-?wlDHjd9joOvBu`gFm#AZ75zc1*|5NPE=% z3vAhQJLe0ARRQy7dwRWX_ zYY~R0=eJJ5HZJc`*LfSO#^koSWngmi0ll5P_2ux(eV-}2=@w@`(iayA7*a=JV^>$9 zc?17kH6C3sSqz2cdfW+b-}Xc6A$}5L>fN8$b|DDSBb0&5fml$0ggm^~XxL(ygIHjf zQX|i3`|h1pi#U0pfXPi1&l!qIICC$Aa*Q{r_v<5ONz1l7nCP?jUvlr}U zu{d!4bF8~%AmjsY)rgmqriL@1DvkomI7v3*l=o?P-<8t?yXg8tZZQcwW0At?QeWRK z>{pYu`GKz6x^?ToOx|D+$y*?i=e*t#eBgKXTKh|<+QD^U6)pVH)|Q8(Q*UTUAEOSV z0OE_Y@VMt*tk@3_|9ZX^38@T30CQ`{@* zP*0RYsAzSrJ`{Hfw##V%82N@G;EL#H9F0~F zxB{(4+}(e{>OB5MuPjisD7BY+3xLO?Nk1T)*2MBHvyYZ3z;~l>PD0)$-LgkT5d@lz z^E-SIYLFq3P@c*ITwJOB#s^U-wtKKUF`YNj>DzK=A9ZXjO59X+SRVOG8C`*}DhMS* z)`!g>Uv(c}0N^dl_6)E(oi@d5K!1hcq)|SDUo$>|OK1Tup>gvORM3gbS|i}w>*rWT zTf5{!@C-Z+O}?1X9jocC;6l5AiyD@&3RII4X+KPtQV;x(nUE{rUk&Impqd%FCntdh zMSN{#6L6kzlIKG%0*xvP>li7N6N&Y5Yqr>e;#L53_*?RiN)^Ldc)Gj0H?tl{gAfb| zr+Z*BB6}XV{3uiqI4RGiL&`=JQK|Ajp%`&-u{Xe}k#HzWr5w25|2tHnid7c?m1EWM zJ18z2u%(C{EV{e}HTdHnCZRD=IS`i73L+W?_9%b4loddX($R2L|0@DvFs6Q$gCS+1 z{HW`hNO*ad>RM>9uMp<}wNl6K^Qv%Q~UP&t^LinNxSi}U|((O>v zYid)K)QCbUZU-(DnTrvoVprk%`$6lm0;HH(?Q5v?q1m2uiXV&YEbx}1g$|32dCd)_ zjTh+`H;S8z8Bh-nLALE`-rkI&qVupM6wh@*o;y;5Il+5<88Q#tIl)9f2k{tOtQPM! z>0CAx*R%iPwh(K%%!B%P7lO6OyHY?40e0`d>oCDfO~Q2CwYBC$owiO_5OMs=6;;AD z4SspxcgTUr1g{*C7P{xocUTb6877b;XWYzs64LEAko%~KvTHYugmj2|204}uqYG1D zbdYUW(FyJv$!7-=5!Esc(>UOJF*KJQwa*U}A)3Q7N`N;Zvl!$F_r#SoqbsmL!`zGsv3#+vfsW?EXfLej95Y&wS ziS7lI>IW3L5@~u*#Tat2ryl^5hEO4?TOkw=1R)HV!a|!d^e_$Ou4I1!Ax4K^3lkvi z1l$*5Yjw^U9;MHhAN{ib8h+gj^M*tSP7isgs4>h-P5pINC&v>UocilV)Y$7PZ;kz$l1E2Ng-FA{S-Ly*uP0Vw-;^Fr!>mCN_sYin?!L{l6Vsb#4-Uf+ z+kyQ;&QJ}1`12)RCgk+3Kbm9u;nS1I#_$*N3&owkWlhM>hb=Yn3;w1 z)}Z^o%~x1F;FU`%du5Tc-3%Ta&m}hRzdz~1E%-a+w?5ObB2|LnmM)0I?%~x~)Hz#r49a zh+4BG%;xpK*^11k7(0u*THy+ntva=_+R${7l-CYUOfEQ(myWs%|RG12W~;& z^5IaN|HoDdr{+d_$V4Cms{cK6u0KLB0joUn$J;u?HfO@?w#_H@aL-H}%f zDaT+R&pMFt_U(~?&4*VZO>tu5k=aK-@n9!>UV_K$cIC|v8jQ8-gtMy<8#$*``+SY! zy~Y_lhFoTl1D-b7ku40I+(CHKNJJ}n-?Pp82{Onx)DWUWVi?G}441aQ`Wz^T;FYcR(*9z51d-Sq;9qJr^>oOP1cg>HuOh)N4Ko z@@=H3+0BO;JaoZt7Ze4*XFCLb8bQGd=QvrCseZd<#1-UGzmdqpTj)nvbwVy^&P1H7 zOA$aCZ)gvui6iVOHE}`%9|nwC0sOXJhV}`a%TG{Q~ec2P?V}ooo?89 zh+bQWr6-Li(N#ZKO3wSHFz|S@|H9-{