From d1797b9b75b43faa6e95d3b49e64e33b0ff029b4 Mon Sep 17 00:00:00 2001 From: DuncDennis <90915296+DuncDennis@users.noreply.github.com> Date: Tue, 18 Apr 2023 19:03:20 +0200 Subject: [PATCH 01/15] Added the MackeyGlass class to simulations.py including a simple test. - There are still some TODOs to take care of, but the main functionality seems to work. --- src/lorenzpy/simulations.py | 111 ++++++++++++++++++++++++++++++++++++ tests/test_simulations.py | 6 ++ 2 files changed, 117 insertions(+) diff --git a/src/lorenzpy/simulations.py b/src/lorenzpy/simulations.py index da6ef51..956df2e 100644 --- a/src/lorenzpy/simulations.py +++ b/src/lorenzpy/simulations.py @@ -194,3 +194,114 @@ def flow(self, x: np.ndarray) -> np.ndarray: x[0] * x[1] - self.beta * x[2], ] ) + + +class MackeyGlass: + """Simulate the Mackey-Glass delay differential system. + + TODO: Add literature values for Lyapunov etc. + TODO: Hint the differences between this class and the other Sim classes (delay). + TODO: Check if the structure is really good? + TODO: Add Proper Tests. + TODO: Decide whether to use the simple forward-euler or RK4-style update. + + Note: As the Mackey-Glass system is a delay-differential equation, the class does + not contain a simple iterate function. + """ + + default_parameters = {"a": 0.2, "b": 0.1, "c": 10, "tau": 23.0, "dt": 0.1} + default_starting_point = np.array([0.9]) + sys_dim = 1 + + def __init__( + self, + a: float | None = None, + b: float | None = None, + c: int | None = None, + tau: float | None = None, + dt: float | None = None, + ) -> None: + """Define the Mackey-Glass system parameters. + + Args: + a: "a" parameter of the Mackey-Glass equation. + b: "b" parameter of the Mackey-Glass equation. + c: "c" parameter of the Mackey-Glass equation. + tau: Time delay of Mackey-Glass equation. + dt: Size of time steps. + """ + self.a = self.default_parameters["a"] if a is None else a + self.b = self.default_parameters["b"] if b is None else b + self.c = self.default_parameters["c"] if c is None else c + self.tau = self.default_parameters["tau"] if tau is None else tau + self.dt = self.default_parameters["dt"] if dt is None else dt + + # The number of time steps between t=0 and t=-tau: + self.history_steps = int(self.tau / self.dt) + + def flow_mg(self, x: np.ndarray, x_past: np.ndarray) -> np.ndarray: + """Calculate the flow of the Mackey-Glass equation. + + Args: + x: The immediate value of the system. Needs to have shape (1,). + x_past: The delayed value of the system. Needs to have shape (1,). + + Returns: + : The flow corresponding to x and x_past. + """ + return np.array( + [self.a * x_past[0] / (1 + x_past[0] ** self.c) - self.b * x[0]] + ) + + def iterate_mg(self, x: np.ndarray, x_past: np.ndarray) -> np.ndarray: + """Calculate the next time step in the Mackey-Glass equation. + + Args: + x: The immediate value of the system. Needs to have shape (1,). + x_past: The delayed value of the system. Needs to have shape (1,). + + Returns: + : The next value given the immediate and delayed values. + """ + return x + self.dt * self.flow_mg(x, x_past) + # f = lambda x_use: self.flow_mg(x_use, x_past) + # return _runge_kutta(f, self.dt, x) + + def simulate( + self, time_steps: int, starting_point: np.ndarray | None = None + ) -> np.ndarray: + """Simulate the Mackey-Glass trajectory. + + Args: + time_steps: Number of time steps t to simulate. + starting_point: Starting point of the trajectory shape (sys_dim,). + If None, take the default starting point. + + Returns: + Trajectory of shape (t, sys_dim). + + """ + if starting_point is None: + starting_point = self.default_starting_point + else: + if starting_point.size != self.sys_dim: + raise ValueError( + "Provided starting_point has the wrong dimension. " + f"{self.sys_dim} was expected and {starting_point.size} " + "was given" + ) + + traj_w_hist = np.zeros((self.history_steps + time_steps, self.sys_dim)) + traj_w_hist[: self.history_steps, :] = np.repeat( + starting_point, self.history_steps + )[:, np.newaxis] + traj_w_hist[self.history_steps, :] = starting_point + + for t in range(1, time_steps): + t_shifted = t + self.history_steps + traj_w_hist[t_shifted] = self.iterate_mg( + traj_w_hist[t_shifted - 1], + traj_w_hist[t_shifted - 1 - self.history_steps], + ) + + return traj_w_hist[self.history_steps :, :] diff --git a/tests/test_simulations.py b/tests/test_simulations.py index b7ae266..78bffe0 100644 --- a/tests/test_simulations.py +++ b/tests/test_simulations.py @@ -51,3 +51,9 @@ def test_simulation_with_wrong_dim_of_starting_point(): with pytest.raises(ValueError): test_sim.simulate(time_steps=10, starting_point=wrong_starting_point) + + +def test_mackey_glass_simulation_shape(): + """Testing that the MackeyGlass simulation outputs the correct shape.""" + shape = simulations.MackeyGlass().simulate(2).shape + assert shape == (2, 1) From f7882b2e6c3eb8baa4e5c82eb8e5d22f3436508e Mon Sep 17 00:00:00 2001 From: DuncDennis <90915296+DuncDennis@users.noreply.github.com> Date: Wed, 19 Apr 2023 11:10:37 +0200 Subject: [PATCH 02/15] Added Mackey-Glass in module-docstring. --- src/lorenzpy/simulations.py | 1 + 1 file changed, 1 insertion(+) diff --git a/src/lorenzpy/simulations.py b/src/lorenzpy/simulations.py index 956df2e..6abcd88 100644 --- a/src/lorenzpy/simulations.py +++ b/src/lorenzpy/simulations.py @@ -4,6 +4,7 @@ The available classes are: - Lorenz63 +- MackeyGlass The system's parameters are introduced in the class's constructor. From db030c458e832ea20fb6143c13a2e9b5643da7bf Mon Sep 17 00:00:00 2001 From: DuncDennis <90915296+DuncDennis@users.noreply.github.com> Date: Thu, 20 Apr 2023 09:49:15 +0200 Subject: [PATCH 03/15] WIP: New simulation backend with better structure. --- src/lorenzpy/simulations.py | 308 ------------------ src/lorenzpy/simulations/__init__.py | 62 ++++ src/lorenzpy/simulations/_autonomous_flows.py | 76 +++++ src/lorenzpy/simulations/_base.py | 218 +++++++++++++ src/lorenzpy/simulations/_discrete_maps.py | 19 ++ src/lorenzpy/simulations/_driven_systems.py | 16 + src/lorenzpy/simulations/_others.py | 234 +++++++++++++ tests/test_simulations.py | 7 +- 8 files changed, 631 insertions(+), 309 deletions(-) delete mode 100644 src/lorenzpy/simulations.py create mode 100644 src/lorenzpy/simulations/__init__.py create mode 100644 src/lorenzpy/simulations/_autonomous_flows.py create mode 100644 src/lorenzpy/simulations/_base.py create mode 100644 src/lorenzpy/simulations/_discrete_maps.py create mode 100644 src/lorenzpy/simulations/_driven_systems.py create mode 100644 src/lorenzpy/simulations/_others.py diff --git a/src/lorenzpy/simulations.py b/src/lorenzpy/simulations.py deleted file mode 100644 index 6abcd88..0000000 --- a/src/lorenzpy/simulations.py +++ /dev/null @@ -1,308 +0,0 @@ -"""Simulate various continuous and discrete chaotic dynamical system. - -Every dynamical system is represented as a class. - -The available classes are: -- Lorenz63 -- MackeyGlass - -The system's parameters are introduced in the class's constructor. - -For example when creating a system object of the Lorenz63, the Lorenz parameters, -sigma, rho, beta, and the timestep dt are parsed as: - -sys_obj = Lorenz63(sigma=10, rho=10, beta=5, dt=1) - -Each sys_obj contains a "simulate" function. -To simulate 1000 time-steps of the Lorenz63 system call: - -sys_obj.simulate(1000). - -The general syntax to create a trajectory of a System is given as: - -trajectory = (=). -simulate(time_steps, starting_point=) - -Examples: - >>> import lorenzpy.simulations as sims - >>> data = sims.Lorenz63().simulate(1000) - >>> data.shape - (1000, 3) -""" - -from __future__ import annotations - -from abc import ABC, abstractmethod -from typing import Callable - -import numpy as np - - -def _runge_kutta( - f: Callable[[np.ndarray], np.ndarray], dt: float, x: np.ndarray -) -> np.ndarray: - """Simulate one step for ODEs of the form dx/dt = f(x(t)) using Runge-Kutta. - - Args: - f: function used to calculate the time derivative at point x. - dt: time step size. - x: d-dim position at time t. - - Returns: - d-dim position at time t+dt. - - """ - k1: np.ndarray = dt * f(x) - k2: np.ndarray = dt * f(x + k1 / 2) - k3: np.ndarray = dt * f(x + k2 / 2) - k4: np.ndarray = dt * f(x + k3) - next_step: np.ndarray = x + 1.0 / 6 * (k1 + 2 * k2 + 2 * k3 + k4) - return next_step - - -def _timestep_iterator( - f: Callable[[np.ndarray], np.ndarray], time_steps: int, starting_point: np.ndarray -) -> np.ndarray: - """Iterate a function f: x(i+1) = f(x(i)) multiple times to obtain a full traj. - - Args: - f: The iterator function x(i+1) = f(x(i)). - time_steps: The number of time_steps of the output trajectory. - The starting_point is included as the 0th element in the trajectory. - starting_point: Starting point of the trajectory. - - Returns: - trajectory: system-state at every simulated timestep. - - """ - starting_point = np.array(starting_point) - traj_size = (time_steps, starting_point.shape[0]) - traj = np.zeros(traj_size) - traj[0, :] = starting_point - for t in range(1, traj_size[0]): - traj[t] = f(traj[t - 1]) - return traj - - -class _SimBase(ABC): - """A base class for all the simulation classes.""" - - default_starting_point: np.ndarray - sys_dim: int - - @abstractmethod - def iterate(self, x: np.ndarray) -> np.ndarray: - """Generate the next time step when the previous one is given.""" - - def simulate( - self, time_steps: int, starting_point: np.ndarray | None = None - ) -> np.ndarray: - """Simulate the trajectory. - - Args: - time_steps: Number of time steps t to simulate. - starting_point: Starting point of the trajectory shape (sys_dim,). - If None, take the default starting point. - - Returns: - Trajectory of shape (t, sys_dim). - - """ - if starting_point is None: - starting_point = self.default_starting_point - else: - if starting_point.size != self.sys_dim: - raise ValueError( - "Provided starting_point has the wrong dimension. " - f"{self.sys_dim} was expected and {starting_point.size} " - "was given" - ) - return _timestep_iterator(self.iterate, time_steps, starting_point) - - -class _SimBaseRungeKutta(_SimBase): - dt: float - - @abstractmethod - def flow(self, x: np.ndarray) -> np.ndarray: - """Return the flow of the continuous dynamical system.""" - - def iterate(self, x: np.ndarray) -> np.ndarray: - """Calculate the next timestep x(t+dt) with given x(t) using runge kutta. - - Args: - x: the previous point x(t). - - Returns: - : x(t+dt) corresponding to input x(t). - - """ - return _runge_kutta(self.flow, self.dt, x) - - -class Lorenz63(_SimBaseRungeKutta): - """Simulate the 3-dimensional autonomous flow: Lorenz-63 attractor. - - Literature values (Sprott, Julien Clinton, and Julien C. Sprott. Chaos and - time-series analysis. Vol. 69. Oxford: Oxford university press, 2003.) for default - parameters and starting_point: - - Lyapunov exponents: (0.9059, 0.0, -14.5723) - - Kaplan-Yorke dimension: 2.06215 - - Correlation dimension: 2.068 +- 0.086 - They refer to: - - Parameters: {"sigma": 10.0, "rho": 28.0, "beta": 8 / 3} - - Starting point: [0.0, -0.01, 9.0] - """ - - default_parameters = {"sigma": 10.0, "rho": 28.0, "beta": 8 / 3, "dt": 0.05} - default_starting_point = np.array([0.0, -0.01, 9.0]) - sys_dim = 3 - - def __init__( - self, - sigma: float | None = None, - rho: float | None = None, - beta: float | None = None, - dt: float | None = None, - ) -> None: - """Define the system parameters. - - Args: - sigma: 'sigma' parameter in the Lorenz 63 equations. - rho: 'rho' parameter in the Lorenz 63 equations. - beta: 'beta' parameter in the Lorenz 63 equations. - dt: Size of time steps. - """ - self.sigma = self.default_parameters["sigma"] if sigma is None else sigma - self.rho = self.default_parameters["rho"] if rho is None else rho - self.beta = self.default_parameters["beta"] if beta is None else beta - self.dt = self.default_parameters["dt"] if dt is None else dt - - def flow(self, x: np.ndarray) -> np.ndarray: - """Calculate (dx/dt, dy/dt, dz/dt) with given (x,y,z) for RK4. - - Args: - x: (x,y,z) coordinates. Needs to have shape (3,). - - Returns: - : (dx/dt, dy/dt, dz/dt) corresponding to input x. - - """ - return np.array( - [ - self.sigma * (x[1] - x[0]), - x[0] * (self.rho - x[2]) - x[1], - x[0] * x[1] - self.beta * x[2], - ] - ) - - -class MackeyGlass: - """Simulate the Mackey-Glass delay differential system. - - TODO: Add literature values for Lyapunov etc. - TODO: Hint the differences between this class and the other Sim classes (delay). - TODO: Check if the structure is really good? - TODO: Add Proper Tests. - TODO: Decide whether to use the simple forward-euler or RK4-style update. - - Note: As the Mackey-Glass system is a delay-differential equation, the class does - not contain a simple iterate function. - """ - - default_parameters = {"a": 0.2, "b": 0.1, "c": 10, "tau": 23.0, "dt": 0.1} - default_starting_point = np.array([0.9]) - sys_dim = 1 - - def __init__( - self, - a: float | None = None, - b: float | None = None, - c: int | None = None, - tau: float | None = None, - dt: float | None = None, - ) -> None: - """Define the Mackey-Glass system parameters. - - Args: - a: "a" parameter of the Mackey-Glass equation. - b: "b" parameter of the Mackey-Glass equation. - c: "c" parameter of the Mackey-Glass equation. - tau: Time delay of Mackey-Glass equation. - dt: Size of time steps. - """ - self.a = self.default_parameters["a"] if a is None else a - self.b = self.default_parameters["b"] if b is None else b - self.c = self.default_parameters["c"] if c is None else c - self.tau = self.default_parameters["tau"] if tau is None else tau - self.dt = self.default_parameters["dt"] if dt is None else dt - - # The number of time steps between t=0 and t=-tau: - self.history_steps = int(self.tau / self.dt) - - def flow_mg(self, x: np.ndarray, x_past: np.ndarray) -> np.ndarray: - """Calculate the flow of the Mackey-Glass equation. - - Args: - x: The immediate value of the system. Needs to have shape (1,). - x_past: The delayed value of the system. Needs to have shape (1,). - - Returns: - : The flow corresponding to x and x_past. - """ - return np.array( - [self.a * x_past[0] / (1 + x_past[0] ** self.c) - self.b * x[0]] - ) - - def iterate_mg(self, x: np.ndarray, x_past: np.ndarray) -> np.ndarray: - """Calculate the next time step in the Mackey-Glass equation. - - Args: - x: The immediate value of the system. Needs to have shape (1,). - x_past: The delayed value of the system. Needs to have shape (1,). - - Returns: - : The next value given the immediate and delayed values. - """ - return x + self.dt * self.flow_mg(x, x_past) - # f = lambda x_use: self.flow_mg(x_use, x_past) - # return _runge_kutta(f, self.dt, x) - - def simulate( - self, time_steps: int, starting_point: np.ndarray | None = None - ) -> np.ndarray: - """Simulate the Mackey-Glass trajectory. - - Args: - time_steps: Number of time steps t to simulate. - starting_point: Starting point of the trajectory shape (sys_dim,). - If None, take the default starting point. - - Returns: - Trajectory of shape (t, sys_dim). - - """ - if starting_point is None: - starting_point = self.default_starting_point - else: - if starting_point.size != self.sys_dim: - raise ValueError( - "Provided starting_point has the wrong dimension. " - f"{self.sys_dim} was expected and {starting_point.size} " - "was given" - ) - - traj_w_hist = np.zeros((self.history_steps + time_steps, self.sys_dim)) - traj_w_hist[: self.history_steps, :] = np.repeat( - starting_point, self.history_steps - )[:, np.newaxis] - traj_w_hist[self.history_steps, :] = starting_point - - for t in range(1, time_steps): - t_shifted = t + self.history_steps - traj_w_hist[t_shifted] = self.iterate_mg( - traj_w_hist[t_shifted - 1], - traj_w_hist[t_shifted - 1 - self.history_steps], - ) - - return traj_w_hist[self.history_steps :, :] diff --git a/src/lorenzpy/simulations/__init__.py b/src/lorenzpy/simulations/__init__.py new file mode 100644 index 0000000..fbc82c5 --- /dev/null +++ b/src/lorenzpy/simulations/__init__.py @@ -0,0 +1,62 @@ +"""Simulate various continuous and discrete chaotic dynamical system. + +Every dynamical system is represented as a class. + +The available classes are: +- Lorenz63 +- MackeyGlass + +The system's parameters are introduced in the class's constructor. + +For example when creating a system object of the Lorenz63, the Lorenz parameters, +sigma, rho, beta, and the timestep dt are parsed as: + +sys_obj = Lorenz63(sigma=10, rho=10, beta=5, dt=1) + +Each sys_obj contains a "simulate" function. +To simulate 1000 time-steps of the Lorenz63 system call: + +sys_obj.simulate(1000). + +The general syntax to create a trajectory of a System is given as: + +trajectory = (=). +simulate(time_steps, starting_point=) + +Examples: + >>> import lorenzpy.simulations as sims + >>> data = sims.Lorenz63().simulate(1000) + >>> data.shape + (1000, 3) + + +TODO + - Probably for each concrete simulation class + public methods. Compare with sklearn + - Find out which functionality is missing. E.g. Raising error when wrong values are + parsed. + - Check where to add proper tests and how to add them efficiently. Fixtures? + Parametrization? + - Implement all the other dynamical systems. + - Check if the names of files and functions make sense? + - Add functionality to add your own dynamical system? As my base-classes are + protected this is maybe not so easy? -> Make ABC public? + - Think about adding NARMA? Maybe I need a random number generator framework. + - Check if I can further reduce code duplication. Maybe regarding solvers. + - Check for proper doc-generation. It seems that the methods of inhereted members + is not implemented yet. See: + https://github.com/mkdocstrings/mkdocstrings/issues/78 +""" + +from ._autonomous_flows import Lorenz63, Lorenz96 +from ._discrete_maps import Logistic +from ._driven_systems import SimplestDrivenChaotic +from ._others import KuramotoSivashinsky, MackeyGlass + +__all__ = [ + "Lorenz63", + "Lorenz96", + "Logistic", + "SimplestDrivenChaotic", + "KuramotoSivashinsky", + "MackeyGlass", +] diff --git a/src/lorenzpy/simulations/_autonomous_flows.py b/src/lorenzpy/simulations/_autonomous_flows.py new file mode 100644 index 0000000..835e5f2 --- /dev/null +++ b/src/lorenzpy/simulations/_autonomous_flows.py @@ -0,0 +1,76 @@ +"""Autonomous flows.""" +import numpy as np + +from ._base import _BaseSimFlow + + +class Lorenz63(_BaseSimFlow): + """Simulation class for the Lorenz63 system. + + This function is able to simulate the chaotic dynamical system originally + introduced by Lorenz. + + Attributes: + sigma: Sigma parameter. + rho: rho parameter. + """ + + def __init__(self, sigma=10.0, rho=28.0, beta=8 / 3, dt=0.1, solver="rk4"): + """Initialize the Lorenz63. + + Args: + sigma: a. + rho: b. + beta: c. + dt: d. + solver: e. + """ + super().__init__(dt, solver) + self.sigma = sigma + self.rho = rho + self.beta = beta + + def flow(self, x: np.ndarray) -> np.ndarray: + return np.array( + [ + self.sigma * (x[1] - x[0]), + x[0] * (self.rho - x[2]) - x[1], + x[0] * x[1] - self.beta * x[2], + ] + ) + + def get_default_starting_pnt(self) -> np.ndarray: + return np.array([0.0, -0.01, 9.0]) + + +class Lorenz96(_BaseSimFlow): + """Simulate the n-dimensional Lorenz 96 model.""" + + def __init__( + self, sys_dim: int = 30, force: float = 8.0, dt: float = 0.05, solver="rk4" + ) -> None: + super().__init__(dt=dt, solver=solver) + self.sys_dim = sys_dim + self.force = force + + def get_default_starting_pnt(self) -> np.ndarray: + return np.sin(np.arange(self.sys_dim)) + + def flow(self, x: np.ndarray) -> np.ndarray: + system_dimension = x.shape[0] + derivative = np.zeros(system_dimension) + # Periodic Boundary Conditions for the 3 edge cases i=1,2,system_dimension + derivative[0] = (x[1] - x[system_dimension - 2]) * x[system_dimension - 1] - x[ + 0 + ] + derivative[1] = (x[2] - x[system_dimension - 1]) * x[0] - x[1] + derivative[system_dimension - 1] = (x[0] - x[system_dimension - 3]) * x[ + system_dimension - 2 + ] - x[system_dimension - 1] + + # TODO: Rewrite using numpy vectorization to make faster + for i in range(2, system_dimension - 1): + derivative[i] = (x[i + 1] - x[i - 2]) * x[i - 1] - x[i] + + derivative = derivative + self.force + return derivative diff --git a/src/lorenzpy/simulations/_base.py b/src/lorenzpy/simulations/_base.py new file mode 100644 index 0000000..f3db174 --- /dev/null +++ b/src/lorenzpy/simulations/_base.py @@ -0,0 +1,218 @@ +"""Base code for simulations.""" + +from __future__ import annotations + +import inspect +from abc import ABC, abstractmethod +from typing import Any, Callable + +import numpy as np + + +def _forward_euler( + f: Callable[[np.ndarray], np.ndarray], dt: float, x: np.ndarray +) -> np.ndarray: + """Simulate one step for ODEs of the form dx/dt = f(x(t)) using the forward euler. + + Args: + f: function used to calculate the time derivative at point x. + dt: time step size. + x: d-dim position at time t. + + Returns: + d-dim position at time t+dt. + + """ + return x + dt * f(x) + + +def _runge_kutta( + f: Callable[[np.ndarray], np.ndarray], dt: float, x: np.ndarray +) -> np.ndarray: + """Simulate one step for ODEs of the form dx/dt = f(x(t)) using Runge-Kutta. + + Args: + f: function used to calculate the time derivative at point x. + dt: time step size. + x: d-dim position at time t. + + Returns: + d-dim position at time t+dt. + + """ + k1: np.ndarray = dt * f(x) + k2: np.ndarray = dt * f(x + k1 / 2) + k3: np.ndarray = dt * f(x + k2 / 2) + k4: np.ndarray = dt * f(x + k3) + next_step: np.ndarray = x + 1.0 / 6 * (k1 + 2 * k2 + 2 * k3 + k4) + return next_step + + +def _timestep_iterator( + f: Callable[[np.ndarray], np.ndarray], time_steps: int, starting_point: np.ndarray +) -> np.ndarray: + """Iterate an iterator-function f: x(i+1) = f(x(i)) multiple times.""" + starting_point = np.array(starting_point) + traj_size = (time_steps, starting_point.shape[0]) + traj = np.zeros(traj_size) + traj[0, :] = starting_point + for t in range(1, traj_size[0]): + traj[t] = f(traj[t - 1]) + return traj + + +class _BaseSim(ABC): + """Base class for all simulation classes.""" + + @classmethod + def _get_init_params(cls) -> list[inspect.Parameter]: + """Get the init parameter names and default values.""" + init = cls.__init__ + + # introspect the constructor arguments to find the model parameters + # to represent + init_signature = inspect.signature(init) + + # Consider the constructor parameters excluding 'self' + parameters = [p for p in init_signature.parameters.values() if p.name != "self"] + return parameters + + @classmethod + def get_default_params(cls) -> dict[str, Any]: + """Get the default parameters.""" + parameters = cls._get_init_params() + out = dict() + for param in parameters: + out[param.name] = param.default + return out + + def get_params(self) -> dict[str, Any]: + """Get the current parameters.""" + out = dict() + parameters = self._get_init_params() + for param in parameters: + key = param.name + value = getattr(self, key) + out[key] = value + return out + + @abstractmethod + def simulate( + self, + time_steps: int, + starting_point: np.ndarray | None = None, + transient: int = 0, + ) -> np.ndarray: + """Simulate the trajectory of the Dynamical System. + + Args: + time_steps: Number of time steps in returned trajectory. + starting_point: The starting point of the trajectory of shape (sim_dim,). + If None is provided, the default value will be used. + If transient is 0, the first point of the returned + trajectory will be the starting_point. + transient: Optional number of transient points to discard before tracking + the returned trajectory. + + Returns: + The trajectory of shape (time_steps, sim_dim). + """ + + @abstractmethod + def get_default_starting_pnt(self) -> np.ndarray: + """Get the default starting point to be used in the simulate function.""" + + +class _BaseSimIterate(_BaseSim): + """Base class for Simulation classes using an iterate function.""" + + @abstractmethod + def iterate(self, x: np.ndarray) -> np.ndarray: + """Iterate the system from one time step to the next.""" + + def simulate( + self, + time_steps: int, + starting_point: np.ndarray | None = None, + transient: int = 0, + ) -> np.ndarray: + """Simulate the trajectory. + + Args: + time_steps: Number of time steps t to simulate. + starting_point: Starting point of the trajectory shape (sys_dim,). + If None, take the default starting point. + transient: TBD + + Returns: + Trajectory of shape (t, sys_dim). + + """ + if starting_point is None: + starting_point = self.get_default_starting_pnt() + + return _timestep_iterator(self.iterate, time_steps + transient, starting_point)[ + transient:, : + ] + + +class _BaseSimFlow(_BaseSimIterate): + """Base class for continuous-time Simulation classes defined by a flow.""" + + @abstractmethod + def __init__( + self, + dt: float, + solver: str | Callable[[Callable, float, np.ndarray], np.ndarray], + ): + """Initialize the time step dt and the solver.""" + self.dt = dt + self.solver = solver + + @abstractmethod + def flow(self, x: np.ndarray) -> np.ndarray: + """Return the flow of the continuous dynamical system.""" + + def iterate(self, x: np.ndarray) -> np.ndarray: + """Calculate the next timestep x(t+dt) with given x(t) using runge kutta. + + Args: + x: the previous point x(t). + + Returns: + : x(t+dt) corresponding to input x(t). + + """ + if isinstance(self.solver, str): + if self.solver == "rk4": + x_next = _runge_kutta(self.flow, self.dt, x) + elif self.solver == "forward_euler": + x_next = _forward_euler(self.flow, self.dt, x) + else: + raise ValueError(f"Unsupported solver: {self.solver}") + else: + x_next = self.solver(self.flow, self.dt, x) + + return x_next + + +class _BaseSimFlowDriven(_BaseSimFlow, ABC): + """Base class for driven continuous time dynamical systems.""" + + def simulate( + self, + time_steps: int, + starting_point: np.ndarray | None = None, + transient: int = 0, + time_included: bool = False, + ) -> np.ndarray: + if starting_point is not None: + if not time_included: + starting_point = np.append(starting_point, 0) + traj = super().simulate( + time_steps, starting_point=starting_point, transient=transient + ) + if not time_included: + return traj[:, :-1] + else: + return traj diff --git a/src/lorenzpy/simulations/_discrete_maps.py b/src/lorenzpy/simulations/_discrete_maps.py new file mode 100644 index 0000000..01713b2 --- /dev/null +++ b/src/lorenzpy/simulations/_discrete_maps.py @@ -0,0 +1,19 @@ +"""Discrete maps.""" +import numpy as np + +from ._base import _BaseSimIterate + + +class Logistic(_BaseSimIterate): + def __init__(self, r: float = 4.0) -> None: + self.r = r + + def iterate(self, x: np.ndarray) -> np.ndarray: + return np.array( + [ + self.r * x[0] * (1 - x[0]), + ] + ) + + def get_default_starting_pnt(self) -> np.ndarray: + return np.array([0.1]) diff --git a/src/lorenzpy/simulations/_driven_systems.py b/src/lorenzpy/simulations/_driven_systems.py new file mode 100644 index 0000000..f19dce5 --- /dev/null +++ b/src/lorenzpy/simulations/_driven_systems.py @@ -0,0 +1,16 @@ +"""Driven Systems.""" +import numpy as np + +from ._base import _BaseSimFlowDriven + + +class SimplestDrivenChaotic(_BaseSimFlowDriven): + def __init__(self, omega: float = 1.88, dt: float = 0.1, solver="rk4") -> None: + super().__init__(dt, solver) + self.omega = omega + + def flow(self, x: np.ndarray) -> np.ndarray: + return np.array([x[1], -(x[0] ** 3) + np.sin(self.omega * x[2]), 1]) + + def get_default_starting_pnt(self) -> np.ndarray: + return np.array([0.0, 0.0, 0.0]) diff --git a/src/lorenzpy/simulations/_others.py b/src/lorenzpy/simulations/_others.py new file mode 100644 index 0000000..41e90f3 --- /dev/null +++ b/src/lorenzpy/simulations/_others.py @@ -0,0 +1,234 @@ +"""Dynamical systems implemented with other algorithms.""" +from __future__ import annotations + +from typing import Callable + +import numpy as np + +from ._base import _BaseSim, _BaseSimIterate, _forward_euler, _runge_kutta + + +class KuramotoSivashinsky(_BaseSimIterate): + """Simulate the n-dimensional Kuramoto-Sivashinsky PDE. + + Note: dimension must be an even number. + + PDE: y_t = -y*y_x - (1+eps)*y_xx - y_xxxx. + + Reference for the numerical integration: + "fourth order time stepping for stiff pde-kassam trefethen 2005" at + https://people.maths.ox.ac.uk/trefethen/publication/PDF/2005_111.pdf + + Python implementation at: https://github.com/E-Renshaw/kuramoto-sivashinsky + + Literature values (doi:10.1017/S1446181119000105) for Lyapunov Exponents: + - lyapunov exponents: (0.080, 0.056, 0.014, 0.003, -0.003 ...) + They refer to: + - Parameters: {"sys_length": 36.0, "eps": 0.0} + """ + + def __init__( + self, + sys_dim: int = 50, + sys_length: float = 36.0, + eps: float = 0.0, + dt: float = 0.1, + ) -> None: + self.sys_dim = sys_dim + self.sys_length = sys_length + self.eps = eps + self.dt = dt + + self._prepare() + + def get_default_starting_pnt(self) -> np.ndarray: + x = ( + self.sys_length + * np.transpose(np.conj(np.arange(1, self.sys_dim + 1))) + / self.sys_dim + ) + return np.array( + np.cos(2 * np.pi * x / self.sys_length) + * (1 + np.sin(2 * np.pi * x / self.sys_length)) + ) + + def _prepare(self) -> None: + """Calculate internal attributes. + + TODO: make auxiliary variables protected. + """ + k = ( + np.transpose( + np.conj( + np.concatenate( + ( + np.arange(0, self.sys_dim / 2), + np.array([0]), + np.arange(-self.sys_dim / 2 + 1, 0), + ) + ) + ) + ) + * 2 + * np.pi + / self.sys_length + ) + + L = (1 + self.eps) * k**2 - k**4 + + self.E = np.exp(self.dt * L) + self.E_2 = np.exp(self.dt * L / 2) + M = 64 + r = np.exp(1j * np.pi * (np.arange(1, M + 1) - 0.5) / M) + LR = self.dt * np.transpose(np.repeat([L], M, axis=0)) + np.repeat( + [r], self.sys_dim, axis=0 + ) + self.Q = self.dt * np.real(np.mean((np.exp(LR / 2) - 1) / LR, axis=1)) + self.f1 = self.dt * np.real( + np.mean((-4 - LR + np.exp(LR) * (4 - 3 * LR + LR**2)) / LR**3, axis=1) + ) + self.f2 = self.dt * np.real( + np.mean((2 + LR + np.exp(LR) * (-2 + LR)) / LR**3, axis=1) + ) + self.f3 = self.dt * np.real( + np.mean((-4 - 3 * LR - LR**2 + np.exp(LR) * (4 - LR)) / LR**3, axis=1) + ) + + self.g = -0.5j * k + + def iterate(self, x: np.ndarray) -> np.ndarray: + """Calculate next timestep x(t+1) with given x(t). + + Args: + x: (x_0(i),x_1(i),..) coordinates. Needs to have shape (self.sys_dim,). + + Returns: + : (x_0(i+1),x_1(i+1),..) corresponding to input x. + + """ + v = np.fft.fft(x) + Nv = self.g * np.fft.fft(np.real(np.fft.ifft(v)) ** 2) + a = self.E_2 * v + self.Q * Nv + Na = self.g * np.fft.fft(np.real(np.fft.ifft(a)) ** 2) + b = self.E_2 * v + self.Q * Na + Nb = self.g * np.fft.fft(np.real(np.fft.ifft(b)) ** 2) + c = self.E_2 * a + self.Q * (2 * Nb - Nv) + Nc = self.g * np.fft.fft(np.real(np.fft.ifft(c)) ** 2) + v = self.E * v + Nv * self.f1 + 2 * (Na + Nb) * self.f2 + Nc * self.f3 + return np.real(np.fft.ifft(v)) + + +class MackeyGlass(_BaseSim): + """Simulate the Mackey-Glass delay differential system. + + TODO: Add literature values for Lyapunov etc. + TODO: Hint the differences between this class and the other Sim classes (delay). + TODO: Check if the structure is really good? + TODO: Add Proper Tests. + TODO: Decide whether to use the simple forward-euler or RK4-style update. + + Note: As the Mackey-Glass system is a delay-differential equation, the class does + not contain a simple iterate function. + """ + + def __init__( + self, + a: float = 0.2, + b: float = 0.1, + c: int = 10, + tau: float = 23.0, + dt: float = 0.1, + solver: str | Callable = "rk4", + ) -> None: + self.a = a + self.b = b + self.c = c + self.tau = tau + self.dt = dt + self.solver = solver + + # The number of time steps between t=0 and t=-tau: + self.history_steps = int(self.tau / self.dt) + + def get_default_starting_pnt(self) -> np.ndarray: + return np.array([0.9]) + + def flow_mg(self, x: np.ndarray, x_past: np.ndarray) -> np.ndarray: + """Calculate the flow of the Mackey-Glass equation. + + Args: + x: The immediate value of the system. Needs to have shape (1,). + x_past: The delayed value of the system. Needs to have shape (1,). + + Returns: + : The flow corresponding to x and x_past. + """ + return np.array( + [self.a * x_past[0] / (1 + x_past[0] ** self.c) - self.b * x[0]] + ) + + def iterate_mg(self, x: np.ndarray, x_past: np.ndarray) -> np.ndarray: + """Calculate the next time step in the Mackey-Glass equation. + + Args: + x: The immediate value of the system. Needs to have shape (1,). + x_past: The delayed value of the system. Needs to have shape (1,). + + Returns: + : The next value given the immediate and delayed values. + """ + + def flow_like(x_use: np.ndarray) -> np.ndarray: + return self.flow_mg(x_use, x_past) + + if isinstance(self.solver, str): + if self.solver == "rk4": + x_next = _runge_kutta(flow_like, self.dt, x) + elif self.solver == "forward_euler": + x_next = _forward_euler(flow_like, self.dt, x) + else: + raise ValueError(f"Unsupported solver: {self.solver}") + else: + x_next = self.solver(flow_like, self.dt, x) + + return x_next + + def simulate( + self, + time_steps: int, + starting_point: np.ndarray | None = None, + transient: int = 0, + ) -> np.ndarray: + """Simulate the Mackey-Glass trajectory. + + Args: + time_steps: Number of time steps t to simulate. + starting_point: Starting point of the trajectory shape (sys_dim,). + If None, take the default starting point. + transient: Washout before storing the trajectory. + + Returns: + Trajectory of shape (t, sys_dim). + """ + if starting_point is None: + starting_point = self.get_default_starting_pnt() + + if starting_point.size == self.history_steps + 1: + initial_history = starting_point + elif starting_point.size == 1: + initial_history = np.repeat(starting_point, self.history_steps) + else: + raise ValueError("Wrong size of starting point.") + + traj_w_hist = np.zeros((self.history_steps + time_steps, 1)) + traj_w_hist[: self.history_steps, :] = initial_history[:, np.newaxis] + traj_w_hist[self.history_steps, :] = starting_point + + for t in range(1, time_steps + transient): + t_shifted = t + self.history_steps + traj_w_hist[t_shifted] = self.iterate_mg( + traj_w_hist[t_shifted - 1], + traj_w_hist[t_shifted - 1 - self.history_steps], + ) + + return traj_w_hist[self.history_steps + transient :, :] diff --git a/tests/test_simulations.py b/tests/test_simulations.py index 78bffe0..40602e9 100644 --- a/tests/test_simulations.py +++ b/tests/test_simulations.py @@ -3,9 +3,10 @@ import pytest from lorenzpy import simulations +from lorenzpy.simulations._base import _BaseSimIterate -class DemoSim(simulations._SimBase): +class DemoSim(_BaseSimIterate): """A simple simulation class subclassing simulations._SimBase.""" sys_dim = 3 @@ -18,6 +19,10 @@ def iterate(self, x: np.ndarray) -> np.ndarray: """Just return the same value again.""" return x + def get_default_starting_pnt(self) -> np.ndarray: + """Return some default starting point.""" + return np.array([0, 0, 0]) + def test_lorenz63_simulation_shape(): """Testing lorenz63 simulation.""" From 846bb2148844650e36604339d5cc21e640f2c480 Mon Sep 17 00:00:00 2001 From: DuncDennis <90915296+DuncDennis@users.noreply.github.com> Date: Sun, 15 Oct 2023 14:05:24 +0200 Subject: [PATCH 04/15] New tests for nearly 100% coverage. --- tests/test_simulations.py | 127 ++++++++++++++++++++++++++++++++++---- 1 file changed, 116 insertions(+), 11 deletions(-) diff --git a/tests/test_simulations.py b/tests/test_simulations.py index 40602e9..05e1bc9 100644 --- a/tests/test_simulations.py +++ b/tests/test_simulations.py @@ -2,8 +2,35 @@ import numpy as np import pytest -from lorenzpy import simulations -from lorenzpy.simulations._base import _BaseSimIterate +from lorenzpy import simulations # type: ignore +from lorenzpy.simulations._base import _BaseSimFlow, _BaseSimIterate # type: ignore + + +@pytest.fixture +def all_sim_classes(): + """Fixture that returns all simulation classes.""" + list_of_sim_classes = [] + for sim_class_str in simulations.__all__: + sim_class = getattr(simulations, sim_class_str) + list_of_sim_classes.append(sim_class) + return list_of_sim_classes + + +@pytest.fixture +def all_flow_sim_classes(all_sim_classes): + """Fixture that returns all simulation classes with the flow method.""" + all_flow_sim_classes = [] + for sim_class in all_sim_classes: + flow_func = getattr(sim_class, "flow", None) + if callable(flow_func): + all_flow_sim_classes.append(sim_class) + return all_flow_sim_classes + + +@pytest.fixture(params=["rk4", "forward_euler"]) +def supported_flow_solver(request): + """Return the supported flow solvers.""" + return request.param class DemoSim(_BaseSimIterate): @@ -24,6 +51,22 @@ def get_default_starting_pnt(self) -> np.ndarray: return np.array([0, 0, 0]) +class DemoFlowSim(_BaseSimFlow): + """A simple simulation class subclassing simulations._BaseSimFlow.""" + + def __init__(self, dt=0.1, solver="rk4"): + """Just use the necessary arguments of the _BaseSimFlow init.""" + super().__init__(dt, solver) + + def flow(self, x: np.ndarray) -> np.ndarray: + """Return some arbitrary 3-dim flow.""" + return np.array([x[0] ** 2, x[1] ** 3, x[2] ** 4]) + + def get_default_starting_pnt(self) -> np.ndarray: + """Return some arbitrary 3-dim starting point.""" + return np.array([1, 2, 3]) + + def test_lorenz63_simulation_shape(): """Testing lorenz63 simulation.""" shape = simulations.Lorenz63().simulate(2).shape @@ -49,16 +92,78 @@ def test_simulate_trajectory_lorenz63_single_step(): np.testing.assert_almost_equal(sim_data, exp_sim_data, decimal=14) -def test_simulation_with_wrong_dim_of_starting_point(): - """Testing that the ValueError is raised from wrong starting point in simulate.""" - test_sim = DemoSim() - wrong_starting_point = np.array([1, 1]) - - with pytest.raises(ValueError): - test_sim.simulate(time_steps=10, starting_point=wrong_starting_point) - - def test_mackey_glass_simulation_shape(): """Testing that the MackeyGlass simulation outputs the correct shape.""" shape = simulations.MackeyGlass().simulate(2).shape assert shape == (2, 1) + + +def test_all_sim_classes_default_simulation(all_sim_classes): + """Simulate every sim class with default settings for two time steps.""" + for sim_class in all_sim_classes: + sim_obj = sim_class() + data = sim_obj.simulate(2) + assert data.shape[0] == 2 + + +def test_supported_flow_solvers(all_flow_sim_classes, supported_flow_solver): + """For all flow sim classes, simulate the system for each supported solver.""" + for sim_class in all_flow_sim_classes: + sim_obj = sim_class(solver=supported_flow_solver) + data = sim_obj.simulate(2) + assert data.shape[0] == 2 + + +def test_get_default_params(all_sim_classes): + """Get the default parameters of each sim class.""" + for sim_class in all_sim_classes: + default_params = sim_class.get_default_params() + assert type(default_params) == dict + + +def test_get_params(all_sim_classes): + """Get the chosen parameters of each sim_obj.""" + for sim_class in all_sim_classes: + sim_obj = sim_class() + params = sim_obj.get_params() + assert type(params) == dict + + +def test_unsupported_solver(): + """Test the error raising of an unsupported solver.""" + sim_obj = DemoFlowSim(solver="WRONG_SOLVER") + with pytest.raises(ValueError): + sim_obj.simulate(2) + + +def test_custom_solver_as_forward_euler(): + """Test a custom solver, which behaves like forward_euler.""" + + def custom_solver(flow, dt, x): + # is forward euler + return dt * flow(x) + x + + data_custom = DemoFlowSim(solver=custom_solver).simulate(2) + + data_forward_euler = DemoFlowSim(solver="forward_euler").simulate(2) + + assert (data_custom == data_forward_euler).all() + + +def test_simplest_driven_chaotic_time_vs_no_time(): + """Test simplest driven chaotic system as an example of a driven system.""" + sim_obj = simulations.SimplestDrivenChaotic() + data_w_time = sim_obj.simulate(2, time_included=True) + + assert data_w_time.shape == (2, 3) + + +def test_simplest_driven_chaotic_custom_starting_point_no_time(): + """Test the case where a custom sp is provided with no time included.""" + sim_obj = simulations.SimplestDrivenChaotic() + custom_starting_pnt = np.ones(2) + data_w_time = sim_obj.simulate( + 2, starting_point=custom_starting_pnt, time_included=False + ) + + assert data_w_time.shape == (2, 2) From 8eba075342787af0b25474987518e35e18c24093 Mon Sep 17 00:00:00 2001 From: DuncDennis <90915296+DuncDennis@users.noreply.github.com> Date: Wed, 18 Oct 2023 13:02:41 +0200 Subject: [PATCH 05/15] Updated ruff to version 0.1.0. --- .pre-commit-config.yaml | 5 ++++- pyproject.toml | 2 +- tests/test_simulations.py | 4 ++-- 3 files changed, 7 insertions(+), 4 deletions(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index de0b44c..68fbe67 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -9,8 +9,11 @@ repos: hooks: - id: black language_version: python3 + + # Issue: pydocstyle (D) is somehow not checked in pre-commit. + # When running "ruff ." it is included though. - repo: https://github.com/charliermarsh/ruff-pre-commit - rev: 'v0.0.245' + rev: 'v0.1.0' hooks: - id: ruff - repo: https://github.com/pre-commit/mirrors-mypy diff --git a/pyproject.toml b/pyproject.toml index 39b01ee..e26e1cf 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -33,7 +33,7 @@ dev = [ "pytest-cov==4.0", "black==23.1.0", "mypy==1.1.1", - "ruff==0.0.254", + "ruff==0.1.0", "mkdocs", # add version? "mkdocstrings[python]", # add version? "mkdocs-material", # add version? diff --git a/tests/test_simulations.py b/tests/test_simulations.py index 05e1bc9..28c56c4 100644 --- a/tests/test_simulations.py +++ b/tests/test_simulations.py @@ -118,7 +118,7 @@ def test_get_default_params(all_sim_classes): """Get the default parameters of each sim class.""" for sim_class in all_sim_classes: default_params = sim_class.get_default_params() - assert type(default_params) == dict + assert isinstance(default_params, dict) def test_get_params(all_sim_classes): @@ -126,7 +126,7 @@ def test_get_params(all_sim_classes): for sim_class in all_sim_classes: sim_obj = sim_class() params = sim_obj.get_params() - assert type(params) == dict + assert isinstance(params, dict) def test_unsupported_solver(): From 3f4d67a1a66e3c11668c9e6336d98e7f34839a78 Mon Sep 17 00:00:00 2001 From: DuncDennis <90915296+DuncDennis@users.noreply.github.com> Date: Wed, 18 Oct 2023 13:25:45 +0200 Subject: [PATCH 06/15] Made all simulation submodules public and added some docstrings. --- .pre-commit-config.yaml | 3 -- src/lorenzpy/simulations/__init__.py | 8 ++-- ...utonomous_flows.py => autonomous_flows.py} | 32 ++++++++++----- .../simulations/{_base.py => base.py} | 14 +++---- .../{_discrete_maps.py => discrete_maps.py} | 11 +++++- .../{_driven_systems.py => driven_systems.py} | 11 +++++- .../simulations/{_others.py => others.py} | 39 ++++++++++++------- tests/test_simulations.py | 2 +- 8 files changed, 79 insertions(+), 41 deletions(-) rename src/lorenzpy/simulations/{_autonomous_flows.py => autonomous_flows.py} (72%) rename src/lorenzpy/simulations/{_base.py => base.py} (94%) rename src/lorenzpy/simulations/{_discrete_maps.py => discrete_maps.py} (54%) rename src/lorenzpy/simulations/{_driven_systems.py => driven_systems.py} (53%) rename src/lorenzpy/simulations/{_others.py => others.py} (91%) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 68fbe67..a1c7d89 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -9,9 +9,6 @@ repos: hooks: - id: black language_version: python3 - - # Issue: pydocstyle (D) is somehow not checked in pre-commit. - # When running "ruff ." it is included though. - repo: https://github.com/charliermarsh/ruff-pre-commit rev: 'v0.1.0' hooks: diff --git a/src/lorenzpy/simulations/__init__.py b/src/lorenzpy/simulations/__init__.py index fbc82c5..9329dac 100644 --- a/src/lorenzpy/simulations/__init__.py +++ b/src/lorenzpy/simulations/__init__.py @@ -47,10 +47,10 @@ https://github.com/mkdocstrings/mkdocstrings/issues/78 """ -from ._autonomous_flows import Lorenz63, Lorenz96 -from ._discrete_maps import Logistic -from ._driven_systems import SimplestDrivenChaotic -from ._others import KuramotoSivashinsky, MackeyGlass +from .autonomous_flows import Lorenz63, Lorenz96 +from .discrete_maps import Logistic +from .driven_systems import SimplestDrivenChaotic +from .others import KuramotoSivashinsky, MackeyGlass __all__ = [ "Lorenz63", diff --git a/src/lorenzpy/simulations/_autonomous_flows.py b/src/lorenzpy/simulations/autonomous_flows.py similarity index 72% rename from src/lorenzpy/simulations/_autonomous_flows.py rename to src/lorenzpy/simulations/autonomous_flows.py index 835e5f2..48599ec 100644 --- a/src/lorenzpy/simulations/_autonomous_flows.py +++ b/src/lorenzpy/simulations/autonomous_flows.py @@ -1,7 +1,7 @@ """Autonomous flows.""" import numpy as np -from ._base import _BaseSimFlow +from .base import _BaseSimFlow class Lorenz63(_BaseSimFlow): @@ -16,14 +16,14 @@ class Lorenz63(_BaseSimFlow): """ def __init__(self, sigma=10.0, rho=28.0, beta=8 / 3, dt=0.1, solver="rk4"): - """Initialize the Lorenz63. + """Initialize the Lorenz63 simulation object. Args: - sigma: a. - rho: b. - beta: c. - dt: d. - solver: e. + sigma: Sigma parameter of Lorenz63 equation. + rho: Rho parameter of Lorenz63 equation. + beta: beta parameter of Lorenz63 equation. + dt: Time step to simulate. + solver: The solver. """ super().__init__(dt, solver) self.sigma = sigma @@ -31,6 +31,7 @@ def __init__(self, sigma=10.0, rho=28.0, beta=8 / 3, dt=0.1, solver="rk4"): self.beta = beta def flow(self, x: np.ndarray) -> np.ndarray: + """Return the flow of Lorenz63 equation.""" return np.array( [ self.sigma * (x[1] - x[0]), @@ -40,6 +41,7 @@ def flow(self, x: np.ndarray) -> np.ndarray: ) def get_default_starting_pnt(self) -> np.ndarray: + """Return default starting point of Lorenz63 system.""" return np.array([0.0, -0.01, 9.0]) @@ -49,14 +51,20 @@ class Lorenz96(_BaseSimFlow): def __init__( self, sys_dim: int = 30, force: float = 8.0, dt: float = 0.05, solver="rk4" ) -> None: + """Initialize the Lorenz96 simulation object. + + Args: + sys_dim: The dimension of the Lorenz96 system. + force: The force value. + dt: Time step to simulate. + solver: The solver. + """ super().__init__(dt=dt, solver=solver) self.sys_dim = sys_dim self.force = force - def get_default_starting_pnt(self) -> np.ndarray: - return np.sin(np.arange(self.sys_dim)) - def flow(self, x: np.ndarray) -> np.ndarray: + """Return the flow of Lorenz96 equation.""" system_dimension = x.shape[0] derivative = np.zeros(system_dimension) # Periodic Boundary Conditions for the 3 edge cases i=1,2,system_dimension @@ -74,3 +82,7 @@ def flow(self, x: np.ndarray) -> np.ndarray: derivative = derivative + self.force return derivative + + def get_default_starting_pnt(self) -> np.ndarray: + """Return default starting point of Lorenz96 system.""" + return np.sin(np.arange(self.sys_dim)) diff --git a/src/lorenzpy/simulations/_base.py b/src/lorenzpy/simulations/base.py similarity index 94% rename from src/lorenzpy/simulations/_base.py rename to src/lorenzpy/simulations/base.py index f3db174..a012341 100644 --- a/src/lorenzpy/simulations/_base.py +++ b/src/lorenzpy/simulations/base.py @@ -9,7 +9,7 @@ import numpy as np -def _forward_euler( +def forward_euler( f: Callable[[np.ndarray], np.ndarray], dt: float, x: np.ndarray ) -> np.ndarray: """Simulate one step for ODEs of the form dx/dt = f(x(t)) using the forward euler. @@ -26,7 +26,7 @@ def _forward_euler( return x + dt * f(x) -def _runge_kutta( +def runge_kutta( f: Callable[[np.ndarray], np.ndarray], dt: float, x: np.ndarray ) -> np.ndarray: """Simulate one step for ODEs of the form dx/dt = f(x(t)) using Runge-Kutta. @@ -48,7 +48,7 @@ def _runge_kutta( return next_step -def _timestep_iterator( +def timestep_iterator( f: Callable[[np.ndarray], np.ndarray], time_steps: int, starting_point: np.ndarray ) -> np.ndarray: """Iterate an iterator-function f: x(i+1) = f(x(i)) multiple times.""" @@ -142,7 +142,7 @@ def simulate( time_steps: Number of time steps t to simulate. starting_point: Starting point of the trajectory shape (sys_dim,). If None, take the default starting point. - transient: TBD + transient: Discard the first steps in the output. Returns: Trajectory of shape (t, sys_dim). @@ -151,7 +151,7 @@ def simulate( if starting_point is None: starting_point = self.get_default_starting_pnt() - return _timestep_iterator(self.iterate, time_steps + transient, starting_point)[ + return timestep_iterator(self.iterate, time_steps + transient, starting_point)[ transient:, : ] @@ -185,9 +185,9 @@ def iterate(self, x: np.ndarray) -> np.ndarray: """ if isinstance(self.solver, str): if self.solver == "rk4": - x_next = _runge_kutta(self.flow, self.dt, x) + x_next = runge_kutta(self.flow, self.dt, x) elif self.solver == "forward_euler": - x_next = _forward_euler(self.flow, self.dt, x) + x_next = forward_euler(self.flow, self.dt, x) else: raise ValueError(f"Unsupported solver: {self.solver}") else: diff --git a/src/lorenzpy/simulations/_discrete_maps.py b/src/lorenzpy/simulations/discrete_maps.py similarity index 54% rename from src/lorenzpy/simulations/_discrete_maps.py rename to src/lorenzpy/simulations/discrete_maps.py index 01713b2..3b6146b 100644 --- a/src/lorenzpy/simulations/_discrete_maps.py +++ b/src/lorenzpy/simulations/discrete_maps.py @@ -1,14 +1,22 @@ """Discrete maps.""" import numpy as np -from ._base import _BaseSimIterate +from .base import _BaseSimIterate class Logistic(_BaseSimIterate): + """Simulation class for the Logistic map.""" + def __init__(self, r: float = 4.0) -> None: + """Initialize the Logistic Map simulation object. + + Args: + r: r parameter of the logistic map. + """ self.r = r def iterate(self, x: np.ndarray) -> np.ndarray: + """Iterate the logistic map one step.""" return np.array( [ self.r * x[0] * (1 - x[0]), @@ -16,4 +24,5 @@ def iterate(self, x: np.ndarray) -> np.ndarray: ) def get_default_starting_pnt(self) -> np.ndarray: + """Return default starting point of the Logistic map.""" return np.array([0.1]) diff --git a/src/lorenzpy/simulations/_driven_systems.py b/src/lorenzpy/simulations/driven_systems.py similarity index 53% rename from src/lorenzpy/simulations/_driven_systems.py rename to src/lorenzpy/simulations/driven_systems.py index f19dce5..f29c596 100644 --- a/src/lorenzpy/simulations/_driven_systems.py +++ b/src/lorenzpy/simulations/driven_systems.py @@ -1,16 +1,25 @@ """Driven Systems.""" import numpy as np -from ._base import _BaseSimFlowDriven +from .base import _BaseSimFlowDriven class SimplestDrivenChaotic(_BaseSimFlowDriven): + """Simulate the Simplest Driven Chaotic system from Sprott. + + Taken from (Sprott, Julien Clinton, and Julien C. Sprott. Chaos and time-series + analysis. Vol. 69. Oxford: Oxford university press, 2003.) + """ + def __init__(self, omega: float = 1.88, dt: float = 0.1, solver="rk4") -> None: + """Initialize the SimplestDrivenChaotic simulation object.""" super().__init__(dt, solver) self.omega = omega def flow(self, x: np.ndarray) -> np.ndarray: + """Return the flow .""" return np.array([x[1], -(x[0] ** 3) + np.sin(self.omega * x[2]), 1]) def get_default_starting_pnt(self) -> np.ndarray: + """Return default starting point.""" return np.array([0.0, 0.0, 0.0]) diff --git a/src/lorenzpy/simulations/_others.py b/src/lorenzpy/simulations/others.py similarity index 91% rename from src/lorenzpy/simulations/_others.py rename to src/lorenzpy/simulations/others.py index 41e90f3..93a7d20 100644 --- a/src/lorenzpy/simulations/_others.py +++ b/src/lorenzpy/simulations/others.py @@ -5,7 +5,7 @@ import numpy as np -from ._base import _BaseSim, _BaseSimIterate, _forward_euler, _runge_kutta +from .base import _BaseSim, _BaseSimIterate, forward_euler, runge_kutta class KuramotoSivashinsky(_BaseSimIterate): @@ -34,6 +34,14 @@ def __init__( eps: float = 0.0, dt: float = 0.1, ) -> None: + """Initialize the Kuramoto-Sivashinsky simulation object. + + Args: + sys_dim: The dimension of the system. + sys_length: The physical length of the system. + eps: A parameter in front of the y_xx term. + dt: Time step to simulate. + """ self.sys_dim = sys_dim self.sys_length = sys_length self.eps = eps @@ -41,17 +49,6 @@ def __init__( self._prepare() - def get_default_starting_pnt(self) -> np.ndarray: - x = ( - self.sys_length - * np.transpose(np.conj(np.arange(1, self.sys_dim + 1))) - / self.sys_dim - ) - return np.array( - np.cos(2 * np.pi * x / self.sys_length) - * (1 + np.sin(2 * np.pi * x / self.sys_length)) - ) - def _prepare(self) -> None: """Calculate internal attributes. @@ -117,6 +114,18 @@ def iterate(self, x: np.ndarray) -> np.ndarray: v = self.E * v + Nv * self.f1 + 2 * (Na + Nb) * self.f2 + Nc * self.f3 return np.real(np.fft.ifft(v)) + def get_default_starting_pnt(self) -> np.ndarray: + """Return default starting point of KS system.""" + x = ( + self.sys_length + * np.transpose(np.conj(np.arange(1, self.sys_dim + 1))) + / self.sys_dim + ) + return np.array( + np.cos(2 * np.pi * x / self.sys_length) + * (1 + np.sin(2 * np.pi * x / self.sys_length)) + ) + class MackeyGlass(_BaseSim): """Simulate the Mackey-Glass delay differential system. @@ -140,6 +149,7 @@ def __init__( dt: float = 0.1, solver: str | Callable = "rk4", ) -> None: + """Initialize the Mackey-Glass simulation object.""" self.a = a self.b = b self.c = c @@ -151,6 +161,7 @@ def __init__( self.history_steps = int(self.tau / self.dt) def get_default_starting_pnt(self) -> np.ndarray: + """Return default starting point of MG system.""" return np.array([0.9]) def flow_mg(self, x: np.ndarray, x_past: np.ndarray) -> np.ndarray: @@ -183,9 +194,9 @@ def flow_like(x_use: np.ndarray) -> np.ndarray: if isinstance(self.solver, str): if self.solver == "rk4": - x_next = _runge_kutta(flow_like, self.dt, x) + x_next = runge_kutta(flow_like, self.dt, x) elif self.solver == "forward_euler": - x_next = _forward_euler(flow_like, self.dt, x) + x_next = forward_euler(flow_like, self.dt, x) else: raise ValueError(f"Unsupported solver: {self.solver}") else: diff --git a/tests/test_simulations.py b/tests/test_simulations.py index 28c56c4..a2e9c1e 100644 --- a/tests/test_simulations.py +++ b/tests/test_simulations.py @@ -3,7 +3,7 @@ import pytest from lorenzpy import simulations # type: ignore -from lorenzpy.simulations._base import _BaseSimFlow, _BaseSimIterate # type: ignore +from lorenzpy.simulations.base import _BaseSimFlow, _BaseSimIterate # type: ignore @pytest.fixture From 0cf0c67320ad7d9ca37c1fe0d2546d0bfade82d9 Mon Sep 17 00:00:00 2001 From: DuncDennis <90915296+DuncDennis@users.noreply.github.com> Date: Wed, 18 Oct 2023 14:18:08 +0200 Subject: [PATCH 07/15] Added new lyapunov spectrum measure with tests. --- README.md | 2 +- src/lorenzpy/measures.py | 92 ++++++++++++++++++++++++++++ tests/test_measures.py | 125 +++++++++++++++++++++++++++++++++++---- 3 files changed, 207 insertions(+), 12 deletions(-) diff --git a/README.md b/README.md index d756b2a..30f68d0 100644 --- a/README.md +++ b/README.md @@ -40,7 +40,7 @@ data = l63_obj.simulate(5000) # -> data.shape = (5000,3) iterator = l63_obj.iterate lle = lpy.measures.largest_lyapunov_exponent( iterator_func=iterator, - starting_point=l63_obj.default_starting_point, + starting_point=l63_obj.get_default_starting_pnt(), dt=l63_obj.dt ) # -> lle = 0.905144329... diff --git a/src/lorenzpy/measures.py b/src/lorenzpy/measures.py index 69850fe..dfb0a1c 100644 --- a/src/lorenzpy/measures.py +++ b/src/lorenzpy/measures.py @@ -74,3 +74,95 @@ def largest_lyapunov_exponent( ) else: return float(np.average(log_divergence) / (dt * part_time_steps)) + + +def lyapunov_exponent_spectrum( + iterator_func: Callable[[np.ndarray], np.ndarray], + starting_point: np.ndarray, + deviation_scale: float = 1e-10, + steps: int = int(1e3), + part_time_steps: int = 15, + steps_skip: int = 50, + dt: float = 1.0, + m: int | None = None, + initial_pert_directions: np.ndarray | None = None, + return_convergence: bool = False, +) -> np.ndarray: + """Calculate the spectrum of m largest lyapunov exponent given an iterator function. + + A mixture of: + - The algorithm for the largest lyapunov exponent: Sprott, Julien Clinton, and + Julien C. Sprott. Chaos and time-series analysis. Vol. 69. Oxford: Oxford + university press, 2003. + - The algorithm for the spectrum given in 1902.09651 "LYAPUNOV EXPONENTS of the + KURAMOTO-SIVASHINSKY PDE". + + Args: + iterator_func: Function to iterate the system to the next time step: + x(i+1) = F(x(i)) + starting_point: The starting_point of the main trajectory. + deviation_scale: The L2-norm of the initial perturbation. + steps: Number of renormalization steps. + part_time_steps: Time steps between renormalization steps. + steps_skip: Number of renormalization steps to perform, before tracking the log + divergence. + Avoid transients by using steps_skip. + dt: Size of time step. + m: Number of Lyapunov exponents to compute. If None: take all (m = x_dim). + initial_pert_directions: + - If np.ndarray: The direction of the initial perturbations of shape + (m, x_dim). Will be qr decomposed + and the q matrix will be used. + - If None: The direction of the initial perturbation is assumed to be + np.eye(x_dim)[:m, :]. + return_convergence: If True, return the convergence of the largest LE; a + numpy array of the shape (N, m). + + Returns: + The Lyapunov exponent spectrum of largest m values. If return_convergence is + True: The convergence (2D N x m np.ndarray), else a (1D m-size np.ndarray), + which holds the last values in the convergence. + """ + x_dim = starting_point.size + + if m is None: + m = x_dim + + if initial_pert_directions is None: + initial_perturbations = ( + np.eye(x_dim)[:m, :] * deviation_scale + ) # each vector is of length deviation_scale + else: + q, _ = np.linalg.qr(initial_pert_directions) + initial_perturbations = q * deviation_scale + + log_divergence_spec = np.zeros((steps, m)) + + x = starting_point + x_pert = starting_point + initial_perturbations + + for i_n in range(steps + steps_skip): + for i_t in range(part_time_steps): + x = iterator_func(x) + for i_m in range(m): + x_pert[i_m, :] = iterator_func(x_pert[i_m, :]) + dx = x_pert - x + q, r = np.linalg.qr(dx.T, mode="reduced") + x_pert = x + q.T * deviation_scale + + if i_n >= steps_skip: + log_divergence_spec[i_n - steps_skip, :] = np.log( + np.abs(np.diag(r)) / deviation_scale + ) + + if return_convergence: + return np.array( + np.cumsum(log_divergence_spec, axis=0) + / ( + np.repeat(np.arange(1, steps + 1)[:, np.newaxis], m, axis=1) + * dt + * part_time_steps + ) + ) + else: + return np.average(log_divergence_spec, axis=0) / (dt * part_time_steps) diff --git a/tests/test_measures.py b/tests/test_measures.py index ee01b30..309531a 100644 --- a/tests/test_measures.py +++ b/tests/test_measures.py @@ -1,19 +1,35 @@ """Testing simulations.""" + import numpy as np +import pytest -from lorenzpy import measures +from lorenzpy import measures, simulations -def test_largest_lyapunov_one_d_linear_time_dependent(): - """Testing measures.largest_lyapunov_exponent.""" +@pytest.fixture +def get_demo_exponential_decay_system(): + """Fixture to get a demo iterator func and starting point. + + Returns the iterator_func, starting_point, dt and a for exponential decay. + """ dt = 0.1 a = -0.1 def iterator_func(x): return x + dt * a * x - return_convergence = False starting_point = np.array(1) + + return iterator_func, starting_point, dt, a + + +def test_largest_lyapunov_one_d_linear_time_dependent( + get_demo_exponential_decay_system, +): + """Testing measures.largest_lyapunov_exponent.""" + iterator_func, starting_point, dt, a = get_demo_exponential_decay_system + + return_convergence = False deviation_scale = 1e-10 steps = 10 steps_skip = 1 @@ -33,16 +49,13 @@ def iterator_func(x): np.testing.assert_almost_equal(actual, desired, 2) -def test_largest_lyapunov_one_d_linear_time_dependent_return_conv(): +def test_largest_lyapunov_one_d_linear_time_dependent_return_conv( + get_demo_exponential_decay_system, +): """Testing measures.largest_lyapunov_exponent with convergence.""" - dt = 0.1 - a = -0.1 - - def iterator_func(x): - return x + dt * a * x + iterator_func, starting_point, dt, a = get_demo_exponential_decay_system return_convergence = True - starting_point = np.array(1) deviation_scale = 1e-10 steps = 10 steps_skip = 1 @@ -65,3 +78,93 @@ def iterator_func(x): * steps ) np.testing.assert_almost_equal(actual, desired, 2) + + +def test_lyapunov_spectrum_lorenz63(): + """Testing lyapunov_exponent_spectrum with initial_pert_directions.""" + dt = 0.05 + lorenz63_obj = simulations.Lorenz63(dt=dt) + iterator_func = lorenz63_obj.iterate + starting_point = lorenz63_obj.get_default_starting_pnt() + + m = 3 + deviation_scale = 1e-10 + steps = 1000 + part_time_steps = 15 + steps_skip = 50 + initial_pert_directions = None + return_convergence = False + + lyap_spec_conv = measures.lyapunov_exponent_spectrum( + iterator_func=iterator_func, + starting_point=starting_point, + deviation_scale=deviation_scale, + steps=steps, + part_time_steps=part_time_steps, + steps_skip=steps_skip, + dt=dt, + m=m, + initial_pert_directions=initial_pert_directions, + return_convergence=return_convergence, + ) + + expected_lyapunovs = np.array([9.05e-01, 1.70e-03, -1.44e01]) + np.testing.assert_almost_equal(lyap_spec_conv, expected_lyapunovs, decimal=1) + + +def test_lyapunov_spectrum_vs_largest_le_lorenz63(): + """Testing lyapunov_exponent_spectrum with initial_pert_directions.""" + dt = 0.05 + lorenz63_obj = simulations.Lorenz63(dt=dt) + iterator_func = lorenz63_obj.iterate + starting_point = lorenz63_obj.get_default_starting_pnt() + + m = 1 + deviation_scale = 1e-10 + steps = 500 + part_time_steps = 10 + steps_skip = 50 + return_convergence = True + + lyap_spec_conv = measures.lyapunov_exponent_spectrum( + iterator_func=iterator_func, + starting_point=starting_point, + deviation_scale=deviation_scale, + steps=steps, + part_time_steps=part_time_steps, + steps_skip=steps_skip, + dt=dt, + m=m, + initial_pert_directions=None, + return_convergence=return_convergence, + ) + + lyap_largest_conv = measures.largest_lyapunov_exponent( + iterator_func=iterator_func, + starting_point=starting_point, + deviation_scale=deviation_scale, + steps=steps, + part_time_steps=part_time_steps, + steps_skip=steps_skip, + dt=dt, + initial_pert_direction=None, + return_convergence=return_convergence, + ) + + np.testing.assert_almost_equal(lyap_spec_conv, lyap_largest_conv[:, np.newaxis], 3) + + +def test_lyapunov_spectrum_custom_pert(get_demo_exponential_decay_system): + """Test if it works if custom initial_pert_directions is given.""" + iterator_func, starting_point, dt, a = get_demo_exponential_decay_system + + lle = measures.lyapunov_exponent_spectrum( + iterator_func=iterator_func, + starting_point=starting_point, + dt=dt, + steps=10, + part_time_steps=1, + steps_skip=0, + initial_pert_directions=np.array([[1]]), + ) + np.testing.assert_almost_equal(lle, a, decimal=2) From 15e9220113946171c8cbdf8a31213ff60cd68d44 Mon Sep 17 00:00:00 2001 From: DuncDennis <90915296+DuncDennis@users.noreply.github.com> Date: Wed, 18 Oct 2023 17:07:57 +0200 Subject: [PATCH 08/15] Added supported systems to readme. --- README.md | 13 +++++++++++- src/lorenzpy/simulations/autonomous_flows.py | 21 ++++++++++++++------ 2 files changed, 27 insertions(+), 7 deletions(-) diff --git a/README.md b/README.md index 30f68d0..102baef 100644 --- a/README.md +++ b/README.md @@ -49,11 +49,22 @@ lle = lpy.measures.largest_lyapunov_exponent( The calculated largest Lyapunov exponent of *0.9051...* is very close to the literature value of *0.9056*[^SprottChaos]. +## 💫 Supported systems + + +| Name | Type | System Dimension | +|:---------------------------:|:---------------------------:|:----------------:| +| `Lorenz63` | autonomous dissipative flow | 3 | +| `Lorenz96` | autonomous dissipative flow | variable | +| `Logistic` | noninvertible map | 1 | +| `SimplestDrivenChaoticFlow` | conservative flow | 2 space + 1 time | +| `KuramotoSivashinsky` | PDE | variable | +| `MackeyGlass` | delay differential equation | variable | ## 📗 Documentation - The main documentation can be found here: https://duncdennis.github.io/lorenzpy/ - ⚠️: The documentation is not in a useful state. -## ⚠️ Further notes: +## ⚠️ Further notes - So far the usefulness of this package is very limited. The authors main purpose to creating this package was to learn the full workflow to develop a Python package. diff --git a/src/lorenzpy/simulations/autonomous_flows.py b/src/lorenzpy/simulations/autonomous_flows.py index 48599ec..133d3a8 100644 --- a/src/lorenzpy/simulations/autonomous_flows.py +++ b/src/lorenzpy/simulations/autonomous_flows.py @@ -1,4 +1,6 @@ """Autonomous flows.""" +from typing import Callable + import numpy as np from .base import _BaseSimFlow @@ -9,13 +11,16 @@ class Lorenz63(_BaseSimFlow): This function is able to simulate the chaotic dynamical system originally introduced by Lorenz. - - Attributes: - sigma: Sigma parameter. - rho: rho parameter. """ - def __init__(self, sigma=10.0, rho=28.0, beta=8 / 3, dt=0.1, solver="rk4"): + def __init__( + self, + sigma: float = 10.0, + rho: float = 28.0, + beta: float = 8 / 3, + dt: float = 0.1, + solver: str | str | Callable[[Callable, float, np.ndarray], np.ndarray] = "rk4", + ): """Initialize the Lorenz63 simulation object. Args: @@ -49,7 +54,11 @@ class Lorenz96(_BaseSimFlow): """Simulate the n-dimensional Lorenz 96 model.""" def __init__( - self, sys_dim: int = 30, force: float = 8.0, dt: float = 0.05, solver="rk4" + self, + sys_dim: int = 30, + force: float = 8.0, + dt: float = 0.05, + solver: str | str | Callable[[Callable, float, np.ndarray], np.ndarray] = "rk4", ) -> None: """Initialize the Lorenz96 simulation object. From 519bee4031e90f4c521d36adb403ead7c3562c44 Mon Sep 17 00:00:00 2001 From: DuncDennis <90915296+DuncDennis@users.noreply.github.com> Date: Wed, 18 Oct 2023 17:13:34 +0200 Subject: [PATCH 09/15] Added from __future__ import annotations. --- src/lorenzpy/simulations/autonomous_flows.py | 2 ++ src/lorenzpy/simulations/discrete_maps.py | 2 ++ src/lorenzpy/simulations/driven_systems.py | 2 ++ 3 files changed, 6 insertions(+) diff --git a/src/lorenzpy/simulations/autonomous_flows.py b/src/lorenzpy/simulations/autonomous_flows.py index 133d3a8..04fbfa1 100644 --- a/src/lorenzpy/simulations/autonomous_flows.py +++ b/src/lorenzpy/simulations/autonomous_flows.py @@ -1,4 +1,6 @@ """Autonomous flows.""" +from __future__ import annotations + from typing import Callable import numpy as np diff --git a/src/lorenzpy/simulations/discrete_maps.py b/src/lorenzpy/simulations/discrete_maps.py index 3b6146b..996a88a 100644 --- a/src/lorenzpy/simulations/discrete_maps.py +++ b/src/lorenzpy/simulations/discrete_maps.py @@ -1,4 +1,6 @@ """Discrete maps.""" +from __future__ import annotations + import numpy as np from .base import _BaseSimIterate diff --git a/src/lorenzpy/simulations/driven_systems.py b/src/lorenzpy/simulations/driven_systems.py index f29c596..c9831b9 100644 --- a/src/lorenzpy/simulations/driven_systems.py +++ b/src/lorenzpy/simulations/driven_systems.py @@ -1,4 +1,6 @@ """Driven Systems.""" +from __future__ import annotations + import numpy as np from .base import _BaseSimFlowDriven From 6b8daa34fee6c1ba49514ff4e01e5dff946883ad Mon Sep 17 00:00:00 2001 From: DuncDennis <90915296+DuncDennis@users.noreply.github.com> Date: Wed, 18 Oct 2023 17:24:40 +0200 Subject: [PATCH 10/15] Added Roessler system. --- README.md | 13 +++---- src/lorenzpy/simulations/__init__.py | 3 +- src/lorenzpy/simulations/autonomous_flows.py | 36 ++++++++++++++++++++ 3 files changed, 45 insertions(+), 7 deletions(-) diff --git a/README.md b/README.md index 102baef..18aeaa2 100644 --- a/README.md +++ b/README.md @@ -52,14 +52,15 @@ value of *0.9056*[^SprottChaos]. ## 💫 Supported systems -| Name | Type | System Dimension | +| Name | Type | System Dimension | |:---------------------------:|:---------------------------:|:----------------:| -| `Lorenz63` | autonomous dissipative flow | 3 | -| `Lorenz96` | autonomous dissipative flow | variable | -| `Logistic` | noninvertible map | 1 | +| `Lorenz63` | autonomous dissipative flow | 3 | +| `Roessler` | autonomous dissipative flow | 3 | +| `Lorenz96` | autonomous dissipative flow | variable | +| `Logistic` | noninvertible map | 1 | | `SimplestDrivenChaoticFlow` | conservative flow | 2 space + 1 time | -| `KuramotoSivashinsky` | PDE | variable | -| `MackeyGlass` | delay differential equation | variable | +| `KuramotoSivashinsky` | PDE | variable | +| `MackeyGlass` | delay differential equation | variable | ## 📗 Documentation - The main documentation can be found here: https://duncdennis.github.io/lorenzpy/ diff --git a/src/lorenzpy/simulations/__init__.py b/src/lorenzpy/simulations/__init__.py index 9329dac..3355e21 100644 --- a/src/lorenzpy/simulations/__init__.py +++ b/src/lorenzpy/simulations/__init__.py @@ -47,13 +47,14 @@ https://github.com/mkdocstrings/mkdocstrings/issues/78 """ -from .autonomous_flows import Lorenz63, Lorenz96 +from .autonomous_flows import Lorenz63, Lorenz96, Roessler from .discrete_maps import Logistic from .driven_systems import SimplestDrivenChaotic from .others import KuramotoSivashinsky, MackeyGlass __all__ = [ "Lorenz63", + "Roessler", "Lorenz96", "Logistic", "SimplestDrivenChaotic", diff --git a/src/lorenzpy/simulations/autonomous_flows.py b/src/lorenzpy/simulations/autonomous_flows.py index 04fbfa1..89954f0 100644 --- a/src/lorenzpy/simulations/autonomous_flows.py +++ b/src/lorenzpy/simulations/autonomous_flows.py @@ -52,6 +52,42 @@ def get_default_starting_pnt(self) -> np.ndarray: return np.array([0.0, -0.01, 9.0]) +class Roessler(_BaseSimFlow): + """Simulation class for the Roessler system.""" + + def __init__( + self, + a: float = 0.2, + b: float = 0.2, + c: float = 5.7, + dt: float = 0.1, + solver: str | str | Callable[[Callable, float, np.ndarray], np.ndarray] = "rk4", + ): + """Initialize the Roessler simulation object. + + Args: + a: a parameter of Roessler equation. + b: b parameter of Roessler equation. + c: c parameter of Roessler equation. + dt: Time step to simulate. + solver: The solver. + """ + super().__init__(dt, solver) + self.a = a + self.b = b + self.c = c + + def flow(self, x: np.ndarray) -> np.ndarray: + """Return the flow of Roessler equation.""" + return np.array( + [-x[1] - x[2], x[0] + self.a * x[1], self.b + x[2] * (x[0] - self.c)] + ) + + def get_default_starting_pnt(self) -> np.ndarray: + """Return default starting point of Roessler system.""" + return np.array([-9.0, 0.0, 0.0]) + + class Lorenz96(_BaseSimFlow): """Simulate the n-dimensional Lorenz 96 model.""" From a95df379e944f5e39af5153aac43012b578e3a90 Mon Sep 17 00:00:00 2001 From: DuncDennis <90915296+DuncDennis@users.noreply.github.com> Date: Thu, 19 Oct 2023 19:04:28 +0200 Subject: [PATCH 11/15] Added DoublePendulum and support for scipy solvers. - Added the simple dimensionless double pendulum where m1=m2 and l1=l2. - Added scipy>=1.10.0 as requirement. - Moved solvers from base.py to new solvers.py. - Added function solver.create_scipy_ivp_solver as a wrapper to use a scipy.integrate.solve_ivp in the simulation classes described by a flow. --- pyproject.toml | 3 +- src/lorenzpy/simulations/__init__.py | 5 +- src/lorenzpy/simulations/autonomous_flows.py | 51 ++++++++ src/lorenzpy/simulations/base.py | 62 +--------- src/lorenzpy/simulations/others.py | 5 +- src/lorenzpy/simulations/solvers.py | 115 +++++++++++++++++++ tests/test_simulations.py | 24 ++++ 7 files changed, 204 insertions(+), 61 deletions(-) create mode 100644 src/lorenzpy/simulations/solvers.py diff --git a/pyproject.toml b/pyproject.toml index e26e1cf..343b862 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -18,6 +18,7 @@ classifiers = [ ] dependencies = [ "numpy>=1.22.0", + "scipy>=1.10.0", ] [project.urls] @@ -57,7 +58,7 @@ line-length = 88 files = "src/lorenzpy/" [[tool.mypy.overrides]] -module = ['plotly.*', 'numpy', 'pytest'] # ignore missing imports from the plotly package. +module = ['plotly.*', 'numpy', 'pytest', "scipy.*"] # ignore missing imports from the plotly package. ignore_missing_imports = true [tool.ruff] diff --git a/src/lorenzpy/simulations/__init__.py b/src/lorenzpy/simulations/__init__.py index 3355e21..3dd82b2 100644 --- a/src/lorenzpy/simulations/__init__.py +++ b/src/lorenzpy/simulations/__init__.py @@ -46,8 +46,8 @@ is not implemented yet. See: https://github.com/mkdocstrings/mkdocstrings/issues/78 """ - -from .autonomous_flows import Lorenz63, Lorenz96, Roessler +from . import solvers +from .autonomous_flows import DoublePendulum, Lorenz63, Lorenz96, Roessler from .discrete_maps import Logistic from .driven_systems import SimplestDrivenChaotic from .others import KuramotoSivashinsky, MackeyGlass @@ -55,6 +55,7 @@ __all__ = [ "Lorenz63", "Roessler", + "DoublePendulum", "Lorenz96", "Logistic", "SimplestDrivenChaotic", diff --git a/src/lorenzpy/simulations/autonomous_flows.py b/src/lorenzpy/simulations/autonomous_flows.py index 89954f0..8cc906b 100644 --- a/src/lorenzpy/simulations/autonomous_flows.py +++ b/src/lorenzpy/simulations/autonomous_flows.py @@ -6,6 +6,7 @@ import numpy as np from .base import _BaseSimFlow +from .solvers import create_scipy_ivp_solver class Lorenz63(_BaseSimFlow): @@ -88,6 +89,56 @@ def get_default_starting_pnt(self) -> np.ndarray: return np.array([-9.0, 0.0, 0.0]) +class DoublePendulum(_BaseSimFlow): + """Simulation class for the dimensionless double pendulum with m1 = m2 and l1=l2. + + The state space is given by [angle1, angle2, angular_vel, angular_vel2]. + """ + + def __init__( + self, + dt: float = 0.1, + solver: str + | str + | Callable[[Callable, float, np.ndarray], np.ndarray] = create_scipy_ivp_solver( + "DOP853" + ), + ): + """Initialize the Doueble Pendulum simulation object. + + Args: + dt: Time step to simulate. + solver: The solver. Default is DOP853 scipy solver here. + """ + super().__init__(dt, solver) + + def flow(self, x: np.ndarray) -> np.ndarray: + """Return the flow of double pendulum.""" + angle1, angle2, angle1_dot, angle2_dot = x[0], x[1], x[2], x[3] + + delta_angle = angle1 - angle2 + + angle1_dotdot = ( + 9 * np.cos(delta_angle) * np.sin(delta_angle) * angle1_dot**2 + + 6 * np.sin(delta_angle) * angle2_dot**2 + + 18 * np.sin(angle1) + - 9 * np.cos(delta_angle) * np.sin(angle2) + ) / (9 * np.cos(delta_angle) ** 2 - 16) + + angle2_dotdot = ( + 24 * np.sin(delta_angle) * angle1_dot**2 + + 9 * np.cos(delta_angle) * np.sin(delta_angle) * angle2_dot**2 + + 27 * np.cos(delta_angle) * np.sin(angle1) + - 24 * np.sin(angle2) + ) / (16 - 9 * np.cos(delta_angle) ** 2) + + return np.array([angle1_dot, angle2_dot, angle1_dotdot, angle2_dotdot]) + + def get_default_starting_pnt(self) -> np.ndarray: + """Return default starting point of Double Pendulum.""" + return np.array([0.6, 2.04, 0, 0]) + + class Lorenz96(_BaseSimFlow): """Simulate the n-dimensional Lorenz 96 model.""" diff --git a/src/lorenzpy/simulations/base.py b/src/lorenzpy/simulations/base.py index a012341..e397e04 100644 --- a/src/lorenzpy/simulations/base.py +++ b/src/lorenzpy/simulations/base.py @@ -8,57 +8,7 @@ import numpy as np - -def forward_euler( - f: Callable[[np.ndarray], np.ndarray], dt: float, x: np.ndarray -) -> np.ndarray: - """Simulate one step for ODEs of the form dx/dt = f(x(t)) using the forward euler. - - Args: - f: function used to calculate the time derivative at point x. - dt: time step size. - x: d-dim position at time t. - - Returns: - d-dim position at time t+dt. - - """ - return x + dt * f(x) - - -def runge_kutta( - f: Callable[[np.ndarray], np.ndarray], dt: float, x: np.ndarray -) -> np.ndarray: - """Simulate one step for ODEs of the form dx/dt = f(x(t)) using Runge-Kutta. - - Args: - f: function used to calculate the time derivative at point x. - dt: time step size. - x: d-dim position at time t. - - Returns: - d-dim position at time t+dt. - - """ - k1: np.ndarray = dt * f(x) - k2: np.ndarray = dt * f(x + k1 / 2) - k3: np.ndarray = dt * f(x + k2 / 2) - k4: np.ndarray = dt * f(x + k3) - next_step: np.ndarray = x + 1.0 / 6 * (k1 + 2 * k2 + 2 * k3 + k4) - return next_step - - -def timestep_iterator( - f: Callable[[np.ndarray], np.ndarray], time_steps: int, starting_point: np.ndarray -) -> np.ndarray: - """Iterate an iterator-function f: x(i+1) = f(x(i)) multiple times.""" - starting_point = np.array(starting_point) - traj_size = (time_steps, starting_point.shape[0]) - traj = np.zeros(traj_size) - traj[0, :] = starting_point - for t in range(1, traj_size[0]): - traj[t] = f(traj[t - 1]) - return traj +from . import solvers class _BaseSim(ABC): @@ -151,9 +101,9 @@ def simulate( if starting_point is None: starting_point = self.get_default_starting_pnt() - return timestep_iterator(self.iterate, time_steps + transient, starting_point)[ - transient:, : - ] + return solvers.timestep_iterator( + self.iterate, time_steps + transient, starting_point + )[transient:, :] class _BaseSimFlow(_BaseSimIterate): @@ -185,9 +135,9 @@ def iterate(self, x: np.ndarray) -> np.ndarray: """ if isinstance(self.solver, str): if self.solver == "rk4": - x_next = runge_kutta(self.flow, self.dt, x) + x_next = solvers.runge_kutta_4(self.flow, self.dt, x) elif self.solver == "forward_euler": - x_next = forward_euler(self.flow, self.dt, x) + x_next = solvers.forward_euler(self.flow, self.dt, x) else: raise ValueError(f"Unsupported solver: {self.solver}") else: diff --git a/src/lorenzpy/simulations/others.py b/src/lorenzpy/simulations/others.py index 93a7d20..4bbd6cb 100644 --- a/src/lorenzpy/simulations/others.py +++ b/src/lorenzpy/simulations/others.py @@ -5,7 +5,8 @@ import numpy as np -from .base import _BaseSim, _BaseSimIterate, forward_euler, runge_kutta +from .base import _BaseSim, _BaseSimIterate +from .solvers import forward_euler, runge_kutta_4 class KuramotoSivashinsky(_BaseSimIterate): @@ -194,7 +195,7 @@ def flow_like(x_use: np.ndarray) -> np.ndarray: if isinstance(self.solver, str): if self.solver == "rk4": - x_next = runge_kutta(flow_like, self.dt, x) + x_next = runge_kutta_4(flow_like, self.dt, x) elif self.solver == "forward_euler": x_next = forward_euler(flow_like, self.dt, x) else: diff --git a/src/lorenzpy/simulations/solvers.py b/src/lorenzpy/simulations/solvers.py new file mode 100644 index 0000000..73784ad --- /dev/null +++ b/src/lorenzpy/simulations/solvers.py @@ -0,0 +1,115 @@ +"""The solvers used to solve the flow equation.""" +from __future__ import annotations + +from typing import Callable + +import numpy as np +from scipy.integrate import solve_ivp + + +def forward_euler( + f: Callable[[np.ndarray], np.ndarray], dt: float, x: np.ndarray +) -> np.ndarray: + """Simulate one step for ODEs of the form dx/dt = f(x(t)) using the forward euler. + + Args: + f: function used to calculate the time derivative at point x. + dt: time step size. + x: d-dim position at time t. + + Returns: + d-dim position at time t+dt. + + """ + return x + dt * f(x) + + +def runge_kutta_4( + f: Callable[[np.ndarray], np.ndarray], dt: float, x: np.ndarray +) -> np.ndarray: + """Simulate one step for ODEs of the form dx/dt = f(x(t)) using Runge-Kutta. + + Args: + f: function used to calculate the time derivative at point x. + dt: time step size. + x: d-dim position at time t. + + Returns: + d-dim position at time t+dt. + + """ + k1: np.ndarray = dt * f(x) + k2: np.ndarray = dt * f(x + k1 / 2) + k3: np.ndarray = dt * f(x + k2 / 2) + k4: np.ndarray = dt * f(x + k3) + next_step: np.ndarray = x + 1.0 / 6 * (k1 + 2 * k2 + 2 * k3 + k4) + return next_step + + +def create_scipy_ivp_solver( + method: str = "RK45", **additional_solve_ivp_args +) -> Callable[[Callable, float, np.ndarray], np.ndarray]: + """Create a scipy solver for initializing flow systems. + + This function creates a scipy solver that can be used to initialize flow simulation + classes. It wraps the scipy.integrate.solve_ivp function. + + Note: The scipy solvers often internally integrate more than 1 time step in the + range 0 to dt. + + Args: + method (str): The integration method to use, e.g., 'RK45', 'RK23', 'DOP853', + 'Radau', 'BDF', or 'LSODA'. See the documentation for + scipy.integrate.solve_ivp for more information. + **additional_solve_ivp_args: Additional arguments passed to + scipy.integrate.solve_ivp as `solve_ivp(fun, t_span, y0, method=method, + **additional_solve_ivp_args)`. For example you can pass the relative and + absolute tolerances as rtol=x and atol=x. + + Returns: + Callable[[Callable[[np.ndarray], np.ndarray], float, np.ndarray], np.ndarray]: + A solver function that takes three arguments: + 1. f (Callable[[np.ndarray], np.ndarray]): The flow function. + 2. dt (float): The time step for the integration. + 3. x (np.ndarray): The initial state. + + The solver returns the integrated state at the end of the time step. + """ + + def solver( + f: Callable[[np.ndarray], np.ndarray], dt: float, x: np.ndarray + ) -> np.ndarray: + """Solves the flow function for a time step using scipy.integrate.solve_ivp. + + Args: + f (Callable[[np.ndarray], np.ndarray]): The flow function. + dt (float): The time step for the integration. + x (np.ndarray): The initial state. + + Returns: + np.ndarray: The integrated state at the end of the time step. + """ + + def scipy_func_form(t, y): + """Ignores the time argument for the flow f.""" + return f(y) + + out = solve_ivp( + scipy_func_form, (0, dt), x, method=method, **additional_solve_ivp_args + ) + return out.y[:, -1] + + return solver + + +def timestep_iterator( + f: Callable[[np.ndarray], np.ndarray], time_steps: int, starting_point: np.ndarray +) -> np.ndarray: + """Iterate an iterator-function f: x(i+1) = f(x(i)) multiple times.""" + starting_point = np.array(starting_point) + traj_size = (time_steps, starting_point.shape[0]) + traj = np.zeros(traj_size) + traj[0, :] = starting_point + for t in range(1, traj_size[0]): + traj[t] = f(traj[t - 1]) + return traj diff --git a/tests/test_simulations.py b/tests/test_simulations.py index a2e9c1e..ae48684 100644 --- a/tests/test_simulations.py +++ b/tests/test_simulations.py @@ -3,6 +3,7 @@ import pytest from lorenzpy import simulations # type: ignore +from lorenzpy.simulations import solvers from lorenzpy.simulations.base import _BaseSimFlow, _BaseSimIterate # type: ignore @@ -167,3 +168,26 @@ def test_simplest_driven_chaotic_custom_starting_point_no_time(): ) assert data_w_time.shape == (2, 2) + + +@pytest.mark.parametrize( + "solver_method", + [ + "RK45", + "RK23", + "DOP853", + "Radau", + "BDF", + "LSODA", + ], +) +def test_scipy_solvers_lorenz63(solver_method): + """Test all different scipy solvers.""" + dt = 0.01 + solver = solvers.create_scipy_ivp_solver(method=solver_method) + starting_point = np.array([0.0, -0.01, 9.0]) + data = simulations.Lorenz63(dt=dt, solver=solver).simulate(5, starting_point) + + data_rk4 = simulations.Lorenz63(dt=dt, solver="rk4").simulate(5, starting_point) + + np.testing.assert_almost_equal(data[-1, 0], data_rk4[-1, 0], decimal=5) From ff0bf20da19be8b60ff86fe4607533d87fa4f8c6 Mon Sep 17 00:00:00 2001 From: DuncDennis <90915296+DuncDennis@users.noreply.github.com> Date: Thu, 19 Oct 2023 21:50:02 +0200 Subject: [PATCH 12/15] Added new systems. New systems: Chen, ChuaCircuit, ComplexButterfly, DoubleScroll, Halvorsen, Rucklidge, Thomas, WindmiAttractor, and Henon. --- README.md | 28 +- src/lorenzpy/simulations/__init__.py | 26 +- src/lorenzpy/simulations/autonomous_flows.py | 285 ++++++++++++++++++- src/lorenzpy/simulations/discrete_maps.py | 22 ++ 4 files changed, 349 insertions(+), 12 deletions(-) diff --git a/README.md b/README.md index 18aeaa2..c740baa 100644 --- a/README.md +++ b/README.md @@ -52,15 +52,25 @@ value of *0.9056*[^SprottChaos]. ## 💫 Supported systems -| Name | Type | System Dimension | -|:---------------------------:|:---------------------------:|:----------------:| -| `Lorenz63` | autonomous dissipative flow | 3 | -| `Roessler` | autonomous dissipative flow | 3 | -| `Lorenz96` | autonomous dissipative flow | variable | -| `Logistic` | noninvertible map | 1 | -| `SimplestDrivenChaoticFlow` | conservative flow | 2 space + 1 time | -| `KuramotoSivashinsky` | PDE | variable | -| `MackeyGlass` | delay differential equation | variable | +| Name | Type | System Dimension | +|:--------------------------------------|-----------------------------|:-----------------| +| `Lorenz63` | autonomous dissipative flow | 3 | +| `Roessler` | autonomous dissipative flow | 3 | +| `ComplexButterfly` | autonomous dissipative flow | 3 | +| `Chen` | autonomous dissipative flow | 3 | +| `ChuaCircuit` | autonomous dissipative flow | 3 | +| `Thomas` | autonomous dissipative flow | 3 | +| `WindmiAttractor` | autonomous dissipative flow | 3 | +| `Rucklidge` | autonomous dissipative flow | 3 | +| `Halvorsen` | autonomous dissipative flow | 3 | +| `DoubleScroll` | autonomous dissipative flow | 3 | +| `Lorenz96` | autonomous dissipative flow | variable | +| `DoublePendulum` | conservative flow | 4 | +| `Logistic` | noninvertible map | 1 | +| `Henon` | dissipative map | 2 | +| `SimplestDrivenChaoticFlow` | conservative flow | 2 space + 1 time | +| `KuramotoSivashinsky` | PDE | variable | +| `MackeyGlass` | delay differential equation | variable | ## 📗 Documentation - The main documentation can be found here: https://duncdennis.github.io/lorenzpy/ diff --git a/src/lorenzpy/simulations/__init__.py b/src/lorenzpy/simulations/__init__.py index 3dd82b2..5b43bf4 100644 --- a/src/lorenzpy/simulations/__init__.py +++ b/src/lorenzpy/simulations/__init__.py @@ -47,17 +47,39 @@ https://github.com/mkdocstrings/mkdocstrings/issues/78 """ from . import solvers -from .autonomous_flows import DoublePendulum, Lorenz63, Lorenz96, Roessler -from .discrete_maps import Logistic +from .autonomous_flows import ( + Chen, + ChuaCircuit, + ComplexButterfly, + DoublePendulum, + DoubleScroll, + Halvorsen, + Lorenz63, + Lorenz96, + Roessler, + Rucklidge, + Thomas, + WindmiAttractor, +) +from .discrete_maps import Henon, Logistic from .driven_systems import SimplestDrivenChaotic from .others import KuramotoSivashinsky, MackeyGlass __all__ = [ "Lorenz63", "Roessler", + "ComplexButterfly", + "Chen", + "ChuaCircuit", + "Thomas", + "WindmiAttractor", + "Rucklidge", + "Halvorsen", + "DoubleScroll", "DoublePendulum", "Lorenz96", "Logistic", + "Henon", "SimplestDrivenChaotic", "KuramotoSivashinsky", "MackeyGlass", diff --git a/src/lorenzpy/simulations/autonomous_flows.py b/src/lorenzpy/simulations/autonomous_flows.py index 8cc906b..9934bde 100644 --- a/src/lorenzpy/simulations/autonomous_flows.py +++ b/src/lorenzpy/simulations/autonomous_flows.py @@ -21,7 +21,7 @@ def __init__( sigma: float = 10.0, rho: float = 28.0, beta: float = 8 / 3, - dt: float = 0.1, + dt: float = 0.05, solver: str | str | Callable[[Callable, float, np.ndarray], np.ndarray] = "rk4", ): """Initialize the Lorenz63 simulation object. @@ -89,6 +89,289 @@ def get_default_starting_pnt(self) -> np.ndarray: return np.array([-9.0, 0.0, 0.0]) +class ComplexButterfly(_BaseSimFlow): + """Simulation class for the ComplexButterfly system.""" + + def __init__( + self, + a: float = 0.55, + dt: float = 0.05, + solver: str | str | Callable[[Callable, float, np.ndarray], np.ndarray] = "rk4", + ): + """Initialize the ComplexButterfly simulation object. + + Args: + a: a parameter of ComplexButterfly equation. + dt: Time step to simulate. + solver: The solver. + """ + super().__init__(dt, solver) + self.a = a + + def flow(self, x: np.ndarray) -> np.ndarray: + """Return the flow of ComplexButterfly equation.""" + return np.array( + [self.a * (x[1] - x[0]), -x[2] * np.sign(x[0]), np.abs(x[0]) - 1] + ) + + def get_default_starting_pnt(self) -> np.ndarray: + """Return default starting point of ComplexButterfly system.""" + return np.array([0.2, 0.0, 0.0]) + + +class Chen(_BaseSimFlow): + """Simulation class for the Chen system.""" + + def __init__( + self, + a: float = 35.0, + b: float = 3.0, + c: float = 28.0, + dt: float = 0.02, + solver: str | str | Callable[[Callable, float, np.ndarray], np.ndarray] = "rk4", + ): + """Initialize the Chen simulation object. + + Args: + a: a parameter of Chen equation. + b: b parameter of Chen equation. + c: c parameter of Chen equation. + dt: Time step to simulate. + solver: The solver. + """ + super().__init__(dt, solver) + self.a = a + self.b = b + self.c = c + + def flow(self, x: np.ndarray) -> np.ndarray: + """Return the flow of Chen equation.""" + return np.array( + [ + self.a * (x[1] - x[0]), + (self.c - self.a) * x[0] - x[0] * x[2] + self.c * x[1], + x[0] * x[1] - self.b * x[2], + ] + ) + + def get_default_starting_pnt(self) -> np.ndarray: + """Return default starting point of Chen system.""" + return np.array([-10.0, 0.0, 37.0]) + + +class ChuaCircuit(_BaseSimFlow): + """Simulation class for the ChuaCircuit system.""" + + def __init__( + self, + alpha: float = 9.0, + beta: float = 100 / 7, + a: float = 8 / 7, + b: float = 5 / 7, + dt: float = 0.1, + solver: str | str | Callable[[Callable, float, np.ndarray], np.ndarray] = "rk4", + ): + """Initialize the ChuaCircuit simulation object. + + Args: + alpha: alpha parameter of ChuaCircuit equation. + beta: beta parameter of ChuaCircuit equation. + a: a parameter of ChuaCircuit equation. + b: b parameter of ChuaCircuit equation. + dt: Time step to simulate. + solver: The solver. + """ + super().__init__(dt, solver) + self.alpha = alpha + self.beta = beta + self.a = a + self.b = b + + def flow(self, x: np.ndarray) -> np.ndarray: + """Return the flow of ChuaCircuit equation.""" + return np.array( + [ + self.alpha + * ( + x[1] + - x[0] + + self.b * x[0] + + 0.5 * (self.a - self.b) * (np.abs(x[0] + 1) - np.abs(x[0] - 1)) + ), + x[0] - x[1] + x[2], + -self.beta * x[1], + ] + ) + + def get_default_starting_pnt(self) -> np.ndarray: + """Return default starting point of ChuaCircuit system.""" + return np.array([0.0, 0.0, 0.6]) + + +class Thomas(_BaseSimFlow): + """Simulation class for the Thomas system.""" + + def __init__( + self, + b: float = 0.18, + dt: float = 0.3, + solver: str | str | Callable[[Callable, float, np.ndarray], np.ndarray] = "rk4", + ): + """Initialize the Thomas simulation object. + + Args: + b: b parameter of Thomas equation. + dt: Time step to simulate. + solver: The solver. + """ + super().__init__(dt, solver) + self.b = b + + def flow(self, x: np.ndarray) -> np.ndarray: + """Return the flow of Thomas equation.""" + return np.array( + [ + -self.b * x[0] + np.sin(x[1]), + -self.b * x[1] + np.sin(x[2]), + -self.b * x[2] + np.sin(x[0]), + ] + ) + + def get_default_starting_pnt(self) -> np.ndarray: + """Return default starting point of Thomas system.""" + return np.array([0.1, 0.0, 0.0]) + + +class WindmiAttractor(_BaseSimFlow): + """Simulation class for the WindmiAttractor system.""" + + def __init__( + self, + a: float = 0.7, + b: float = 2.5, + dt: float = 0.2, + solver: str | str | Callable[[Callable, float, np.ndarray], np.ndarray] = "rk4", + ): + """Initialize the WindmiAttractor simulation object. + + Args: + a: a parameter of WindmiAttractor equation. + b: b parameter of WindmiAttractor equation. + dt: Time step to simulate. + solver: The solver. + """ + super().__init__(dt, solver) + self.a = a + self.b = b + + def flow(self, x: np.ndarray) -> np.ndarray: + """Return the flow of WindmiAttractor equation.""" + return np.array([x[1], x[2], -self.a * x[2] - x[1] + self.b - np.exp(x[0])]) + + def get_default_starting_pnt(self) -> np.ndarray: + """Return default starting point of WindmiAttractor system.""" + return np.array([0.0, 0.8, 0.0]) + + +class Rucklidge(_BaseSimFlow): + """Simulation class for the Rucklidge system.""" + + def __init__( + self, + kappa: float = 2.0, + lam: float = 6.7, + dt: float = 0.1, + solver: str | str | Callable[[Callable, float, np.ndarray], np.ndarray] = "rk4", + ): + """Initialize the Rucklidge simulation object. + + Args: + kappa: kappa parameter of Rucklidge equation. + lam: lambda parameter of Rucklidge equation. + dt: Time step to simulate. + solver: The solver. + """ + super().__init__(dt, solver) + self.kappa = kappa + self.lam = lam + + def flow(self, x: np.ndarray) -> np.ndarray: + """Return the flow of Rucklidge equation.""" + return np.array( + [ + -self.kappa * x[0] + self.lam * x[1] - x[1] * x[2], + x[0], + -x[2] + x[1] ** 2, + ] + ) + + def get_default_starting_pnt(self) -> np.ndarray: + """Return default starting point of Rucklidge system.""" + return np.array([1.0, 0.0, 4.5]) + + +class Halvorsen(_BaseSimFlow): + """Simulation class for the Halvorsen system.""" + + def __init__( + self, + a: float = 1.27, + dt: float = 0.05, + solver: str | str | Callable[[Callable, float, np.ndarray], np.ndarray] = "rk4", + ): + """Initialize the Halvorsen simulation object. + + Args: + a: a parameter of Halvorsen equation. + dt: Time step to simulate. + solver: The solver. + """ + super().__init__(dt, solver) + self.a = a + + def flow(self, x: np.ndarray) -> np.ndarray: + """Return the flow of Halvorsen equation.""" + return np.array( + [ + -self.a * x[0] - 4 * x[1] - 4 * x[2] - x[1] ** 2, + -self.a * x[1] - 4 * x[2] - 4 * x[0] - x[2] ** 2, + -self.a * x[2] - 4 * x[0] - 4 * x[1] - x[0] ** 2, + ] + ) + + def get_default_starting_pnt(self) -> np.ndarray: + """Return default starting point of Halvorsen system.""" + return np.array([-5.0, 0.0, 0.0]) + + +class DoubleScroll(_BaseSimFlow): + """Simulation class for the DoubleScroll system.""" + + def __init__( + self, + a: float = 0.8, + dt: float = 0.3, + solver: str | str | Callable[[Callable, float, np.ndarray], np.ndarray] = "rk4", + ): + """Initialize the DoubleScroll simulation object. + + Args: + a: a parameter of DoubleScroll equation. + dt: Time step to simulate. + solver: The solver. + """ + super().__init__(dt, solver) + self.a = a + + def flow(self, x: np.ndarray) -> np.ndarray: + """Return the flow of DoubleScroll equation.""" + return np.array([x[1], x[2], -self.a * (x[2] + x[1] + x[0] - np.sign(x[0]))]) + + def get_default_starting_pnt(self) -> np.ndarray: + """Return default starting point of DoubleScroll system.""" + return np.array([0.01, 0.01, 0.0]) + + class DoublePendulum(_BaseSimFlow): """Simulation class for the dimensionless double pendulum with m1 = m2 and l1=l2. diff --git a/src/lorenzpy/simulations/discrete_maps.py b/src/lorenzpy/simulations/discrete_maps.py index 996a88a..4321dd1 100644 --- a/src/lorenzpy/simulations/discrete_maps.py +++ b/src/lorenzpy/simulations/discrete_maps.py @@ -28,3 +28,25 @@ def iterate(self, x: np.ndarray) -> np.ndarray: def get_default_starting_pnt(self) -> np.ndarray: """Return default starting point of the Logistic map.""" return np.array([0.1]) + + +class Henon(_BaseSimIterate): + """Simulate the 2-dimensional dissipative map: Henon map.""" + + def __init__(self, a: float = 1.4, b: float = 0.3) -> None: + """Initialize the Logistic Map simulation object. + + Args: + a: a parameter of the Henon map. + b: b parameter of the Henon map. + """ + self.a = a + self.b = b + + def iterate(self, x: np.ndarray) -> np.ndarray: + """Iterate the Henon map one step.""" + return np.array([1 - self.a * x[0] ** 2 + self.b * x[1], x[0]]) + + def get_default_starting_pnt(self) -> np.ndarray: + """Return default starting point of the Henon map.""" + return np.array([0.0, 0.9]) From 0aa771b060d068c5ba1835935e086327748cd259 Mon Sep 17 00:00:00 2001 From: DuncDennis <90915296+DuncDennis@users.noreply.github.com> Date: Fri, 20 Oct 2023 08:54:53 +0200 Subject: [PATCH 13/15] Added Python 3.12 to github action matrix test. --- .github/workflows/test_and_coverage.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/test_and_coverage.yml b/.github/workflows/test_and_coverage.yml index a484743..3c27938 100644 --- a/.github/workflows/test_and_coverage.yml +++ b/.github/workflows/test_and_coverage.yml @@ -7,7 +7,7 @@ jobs: strategy: matrix: os: [ubuntu-latest, macos-latest, windows-latest] - python-version: ["3.8", "3.9", "3.10", "3.11"] + python-version: ["3.8", "3.9", "3.10", "3.11", "3.12"] name: Python ${{ matrix.python-version }} on ${{ matrix.os }} steps: - uses: actions/checkout@v3 From 128e18df67a6abf8d48934ec3fb22d01a0a187b8 Mon Sep 17 00:00:00 2001 From: DuncDennis <90915296+DuncDennis@users.noreply.github.com> Date: Fri, 20 Oct 2023 15:56:08 +0200 Subject: [PATCH 14/15] Added static folder with gif generation in readme. - added matplotlib to plot dependencies. - changed Lorenz63 default time step. --- .pre-commit-config.yaml | 1 + README.md | 9 ++ pyproject.toml | 3 +- src/lorenzpy/simulations/autonomous_flows.py | 2 +- static/attractor_animation.gif | Bin 0 -> 1212275 bytes static/gen_attractor_animation.py | 108 +++++++++++++++++++ 6 files changed, 121 insertions(+), 2 deletions(-) create mode 100644 static/attractor_animation.gif create mode 100644 static/gen_attractor_animation.py diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index a1c7d89..e1eb57f 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -4,6 +4,7 @@ repos: hooks: - id: trailing-whitespace - id: check-added-large-files + args: ['--maxkb=1500'] - repo: https://github.com/psf/black rev: "23.1.0" hooks: diff --git a/README.md b/README.md index c740baa..e85dc45 100644 --- a/README.md +++ b/README.md @@ -1,11 +1,19 @@ # LorenzPy +A Python package to simulate and measure chaotic dynamical systems. + [![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black) [![Ruff](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/charliermarsh/ruff/main/assets/badge/v1.json)](https://github.com/charliermarsh/ruff) [![codecov](https://codecov.io/gh/DuncDennis/lorenzpy/branch/main/graph/badge.svg?token=ATWAEQHBYB)](https://codecov.io/gh/DuncDennis/lorenzpy) [![license: MIT](https://img.shields.io/badge/License-MIT-purple.svg)](LICENSE) [![Python versions](https://img.shields.io/badge/python-3.8+-blue.svg)](https://www.python.org/downloads/) +------ + +![Flow-Attractors](static/attractor_animation.gif) + +------ + ## ⚙️ Installation To install only the core functionality: @@ -19,6 +27,7 @@ This also installs `plotly`. $ pip install lorenzpy[plot] ``` + ## ▶️ Usage LorenzPy can be used to simulate and measure chaotic dynamical systems. diff --git a/pyproject.toml b/pyproject.toml index 343b862..cec70d1 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -42,6 +42,7 @@ dev = [ ] plot = [ "plotly>=5.11", + "matplotlib>=3.5" ] [tool.pytest.ini_options] @@ -58,7 +59,7 @@ line-length = 88 files = "src/lorenzpy/" [[tool.mypy.overrides]] -module = ['plotly.*', 'numpy', 'pytest', "scipy.*"] # ignore missing imports from the plotly package. +module = ['plotly.*', 'numpy', 'pytest', "scipy.*", "matplotlib.*", "PIL"] # ignore missing imports from the plotly package. ignore_missing_imports = true [tool.ruff] diff --git a/src/lorenzpy/simulations/autonomous_flows.py b/src/lorenzpy/simulations/autonomous_flows.py index 9934bde..716f659 100644 --- a/src/lorenzpy/simulations/autonomous_flows.py +++ b/src/lorenzpy/simulations/autonomous_flows.py @@ -21,7 +21,7 @@ def __init__( sigma: float = 10.0, rho: float = 28.0, beta: float = 8 / 3, - dt: float = 0.05, + dt: float = 0.03, solver: str | str | Callable[[Callable, float, np.ndarray], np.ndarray] = "rk4", ): """Initialize the Lorenz63 simulation object. diff --git a/static/attractor_animation.gif b/static/attractor_animation.gif new file mode 100644 index 0000000000000000000000000000000000000000..7e3a8dfab243693d9548c49f4a2f002cd5b1b334 GIT binary patch literal 1212275 zcmeF&RZv`efah`C5(q80TjTD~NFxo6LnDoZ;2KD94es8!yF&yGngGGwB|?HrLK0k) z-rTvfwYxPlTT?r;Z?~&X_0xGi=X3twpBe%#C2f6%osAWNg@ySKek_=KI;w_9Wtg6- zh=33-HWn5Z%QYS`&Yyq2KNr?tw__1uu&{~f)nAqNM-qW}EJk0Iy^AGh(pKju#?Ys;3I1ybeE(wbaa%C`OVnXtdVO zRj6n1JREPWTd2{i&?wS4x5C1q#V2QG#tI9^!S9;CkCojQh7BE~6iQs)2y4b7zu>|b9*VH$FMc9|XzuNAmgpI#$gQr!h_%IrW@!py1D-Tp`2v2D>hZwL4nJ*1IJeG`T-Eb3DfoZrz@yl-Sj#OtY zDaoW}gHiUoTgvL?;$c|zS^ku!2i$R#32&G1QP_k|(hd)`7^$do@DkK_pV8V78YeLg z5L;!ryVFpi;KezN&)mDNSka6!H0x#t5{I;YZO6vNcK609R*Ud-Wb~?%4~epq`2#z) z6tQ#19BTo2H3i`VZ9G)yyl{*vqg4X{QT^1-EPFKtZlmg`Ot*fpQO_*DoAaoPw%Vw! zpnRw?)0j4JKY4UobyrafCw?g=Ic51<()*!?|<~U>hIB)*kMzlElq?qUOx1E&aob6 zUKW?_;FvC1>P7f{hhfCL_cAvlbME~I?Bu%p)?uWfE3QkE6hbTJJd|+HR;t%W7asta z`uUcpD{hycWIZN;HccCtqsz}>gaTJzqNv=jHsUy6Tx}*ve!tpEQxmw}&NOkq-pO@* zalKpU_x*aWG*;kdzcR=D=AgFb#m!;k>+d&TUyTTK!?73LgFcsjw!Hlo^)*FS|IJI^ z?k+_Z-@fBf&Wqczb}GZ$hi@bm7EdiaJE1=STW#Gxmp^@-TMy znBh_kTGzDZ-lXk?|J3+~AXr-A$NN*&-Yd_I^xKZi@|6u+RPAZ0V z8^)=yk3S?k2V3w-2Qze9Jn(Hqq}!fQKA!G*%NcHuiHJDHj4_j}n>zbC-}Y_-uhx?}YzL1T6YhkjX6$I)s< zA8E{U9aKB<4*Z?QtpQc)EC!p~{F}U+R|cc4>bttp^K4n?Ass5>lv8oF-ekaubQS+8 zGQl9bscWnFH&;>%v9k@9b#|Rug!OU$<Xv9-VMOu`Vao0>+A-;`hQ_lH)>6t)F&Xk91#oF|!g)F64 zzQo8H-Qt{HtIa{n6pykwr%Ejnj^Uyi73Y}hu{Ht{aI^%v?r78*c|q!t`+xyax61(| zRGQ_32BzqJ+MB)1O0AHGLge3`=JLDGD&Rf)^j(X3;QU~`nDgW3_3cgA^Fr~mEiYq~ zDh_Koi=fN}^sCLI6Xgac!3IyGuSB?%hLoE|uj(3@2(u`P1>mu%=J|Z;8bffUi>9~- zDjPlYW*Ng6OZ~{8Z5t(+ETuu)Qu2>)wH8^#^DDbTp}JEIUk~@PxDAeZiRs&#L!>v@$kKPxa5^!cAiK;C}+aMASvE!F%pEDl=w>~M4(`kgpT&_@6p zcVaztmA7p+Xom0I=KJ~m)>14op}Tde)x_e-fH%=X78_0qgVg%Z^-kG5+sX@myQg%1 zfU?BZqU3l2uh{DFf1VEJw&&1N^!pM2JeeMb8vhvI~h72DVmZPG^1%M`DRr>_M$AvdluY&+}C;CwKDbHxBK?f&y?3ad)hw&KisZgO}~C~IrSst_VzQ@ zgN{Bzou3hOcVCEfI|itxf5yn(ZIGvS407rmCz#)DQqOb@OHLoB1l?^h<7tO<;rD2I zTq8CxA?gbkRNVXzMj*Rqd0NIs<=A7v8j=rI70JSK+6(Wt)6G+6*w5uuR4bqDi{HS^ z81oDFx%L#w-xo9E`V_V_*!Ot~?M4+p2827PD^=*Nu(k46V9T);vuMUfREyBCG}+JP zX$=^s`&vsoD;OAPx0Zgb8~%n=+R9J+d}PynjOU{TQU0*zSi$tkZf;jc`OCtcZ9DvW zT!3uAI>8qe(8kU!Bn_PLY7gPA0l4UR%%vB18F338klOMl8?^O!QuO5RIZQUAJ#Cmc znXetK{WfNrAQ_J3_?F@wBnuY)I-YjXgBnj?q{nH9`q9m4*q}VBI$SIp-1~{l5+w^U zv+v&3+=Gpn*CV0yIA4Ye)hK!3~!Xw1=alKo9Kqrg0%+323EK!C_yA#!tV%0_LO*x)ByL5L{?3L zy>fUBSR+$BCEQ>U%0xmcwbDu};>!N=Yb;{J16+1g!IBZcH*;!_kj!JgR8Ke985Scr z^<$in0sd+c6z@VvD#Gy$^!Wi%1Ab!6qN1ZVA`Jb}$*-gAMnv)qqPslcW-Rh-7!gLS zW?=v@@FC2bc|{`IKR#dmae7C5@l|{&bwasRLM1Ap+CQN-H=({Gp>Z|g#Z|&9>cnQL z#8y;dyMJOwZerKIw0{o$#wCcC3;f2`ps(X`n}hquOwS^ZB$qQ|5^I~si_TKnW=|v@ z;(Ie#M!VA@bzk672um2sNH|U57_Zp4MpO&vRe|h`P+sQ@O?K`V@7PXIrn>sFlhkg~ zMvjBn?jA8~6%_S$I+<$I3vFcdDoSnynRnuZ zlER~uXf=2eV0dpap9id*UnV?_ZRx>c{WjAmg0cujpu^{!GmIfDq?JaKgEQ(tnu&~d3a3b7K3W1gxQU1`-+8Ol6ipA=~hww)H0*$cK|HA69*RKr2#@-YQ6 z9OkMu%2Hz0lz8Yui=tZ|<c=o=us0Pj6x9E(!>noOvn z!rUC&F)<9wUSUKOEbPGVHV86rW_np&P=H2Cz^!pf$_`9W?JEVW!Vr12QhslWs8JQR zR@nxyfl?jpw3(8WBnjxO$HfEC+qLWDh0}BjRkKm7ed*QgR?0H9OdlHyR1F5;lZtwNyryHA-1S8rnJbyPSmC zAI@#mtB)3rMOojp=zozCiZZNp##T(L&rz|q5*>QEw`;c5Wd>SmV!Tx(Fb9}ygHO$x zuv!zj3YvMkoB2L83*0sf(Y1)kwuqUxNJs^>NENimbhki1w8-DKDAKhm$+oJPx59&3 z)eBlRx?8nAwCdcp>e00s$hH}pw;2bup$giJ>B#>VCbh5#v3#*Tu_FEhh+_UiCLS|Z z>AxV86|5K*hK2R#<;TDF)nCY@AV^cU>I+NygG{ZCCdH9d7Q&}^Ld=TlxL9}{^zpCQ z!}HkgS>1oC$f_E}rEdn-Q{>Q2CL{uf1?XcfM96@6il_~0!b`-78I5WwtQVhKiH4k0 zxARRkDG7`4#d&QnH9z`b{HgBzYk#dT1?|&3zps4}1jRhwfs!n1h2%|)cXSJ!SU3bk z@D~kd8-}r@-IR-u+r1`haB1O22%iIk8Eayy`_IAkuH}ZGX?w-W%wk%F4UG7$gM+b2{Epu72v+ff}Q`)MSzQ%O;#d;*ltv{xS!gMs z{28~+l76k(TsE`TBc-T?Qd0QtMwuBte8Zf~?R90LX>wq0T8{h#Qn~V(9gE7BX(GiO z;^E6&+xiImjD+6&sK(HvlTknqUtabTm4@ebjWG~Yg0(a{Vt9r&F20)MOa44Vvp_Pm z4}~sJoPwO&(SH%r1sy-qT63mB*sF>oh|68@t-dmnz)@Wp&Xx|FI)H>ov&EM@?Wgl z<+xp}In_MBc>nk>WIi3?zx?R^7c%|#o?os9U;gjN>{!BPe{r=T#ak@3WiOr5x{}_q z)6s|$_3qm(WC}Z4%n`gO+0ODRl5+3Rw*0Y$v*9gsXqGA;7$q^jJ%42MWH7*?$7`B- zGw~&2{vht&w!Si&#;ROPbY@V-oHelZu0;n!Rptaamj5}pD9HcC0O0dIC<_0~u4}Ws zf$@B}oCDw83f)#IpS%5TChdfEbEao8iR|N?-H8&zQO}kb_Cr<69Z}E~PIWr&WU6z; z0?~4#TILkDE;n^gZcCSAcHYOC&>dT*-_QYA*{?mGaE}>8CRN_Ija}%2`?R_jI12TR zW2SWAv_*kSrd9r37up3~9L!Et|2FC4P}IqnzDkof2Ucm(>`D2@sH4lzOE# zG21Cs^n4hbbA-lQ8o0z3e0O>*NcX||=W=G(oVaH!Dcv$dRdlapK3Dv(CJV>2y>8h1 z+Q2L=hP$8sYEa+9GzDc#&@)LDb(ts&jwq`Ky0y@RzGlY?Q5!qoOEu%)O%gMwlUkdv zsj+)%g9SWF&OGZ{mZu2pRked#zJ0V~WPQGRl+J&9yEApOnsys79nlC# zhUl7>jtHMJPivLpq9ZXqToT&)E$>RNKISy(LNc5I8YEJL`BKjMUd}nKAKA+&2dgYn z+3o;r&Y32emNKKowu7A9S$p!ojGhQ)875pA9(Ibh4;Em)RUxew$3MB9Ntv=0?XMd2 zCJ@A=X;_ood+n%du>=wdchi9S?3eh<&1S( zFJ92KoNi455M5U92ogagHD21SeFI!&(qtzn*Nysw zXoALUw-~(2U6fkEISX9XV7{;2=?tIw zq4Ji-`H2&zH&au<*hix+d^M(hERyY|d)~r%`Ls{EN(D_Q&)Wj+`6=ZL24mwy+xxVa zbC3C(-98xDSCt92?!dfJJfzZvW5&gii{84b+M;wHUM$q=wAGtT9U6DvEWJu;Yjo89 zYWCq~xnsKRh2PXy%iEikKC<>#vD)8k=x$d>b=sSAroK7I-mcB2w71r1AGw&{zF(bg zZ+|^?(YI4hAOsc5TpNyes0*2k&62mVZcJ?%T;K|-wm;kje z;hURP?;4@@P966?FGIMQ7Cem}m1Qw8$k)05LJS|!z=1XMt=FiZ0IOII-Ppi`Qv3hHSTgC-(Ll6>#^>vO8ow=d8A$Q(D))ew{)cI&O?#cBQM*c?@4g|pBy=NWN zdI{ji;kxJ#nHmt`(x<2~3lOql$~TvJ7Rmbm|2{PSiAhNP<=rmYo5BEpvBba2;=Q zWN|Cy{J;igZH9^4vE&qS2JBCh+sNBaW%8*lpAt|%;Sk@M(_9v%NwbE~#B#i$U@D}R z*!L2j1i{pCA02FkRJTA{LHbu0>ccH+z+r=zakQ*Tn&YYx7iV#a7vyfo_Tn3HK5(me zJ9ZdKuy>yKlOY}dA_tF8bn&qX;#ln-r$oC~%EXT5M1*vkDD?;tjJ=;cR@ebnVf!2e zPTSUG?58VW6P;$4AK41Gt*~9YihTgH#>ug5apLtcPFz<>ZJ1NjL5j>a#XgPz1{i~J z=Fvw3(nEHz<|Po0uY7z<(pMz=+!Dh{v`!9~S3g5$Khsjj!}rP%4ZtjNci<#zmFY1M zg)!l$7vP#DdP9}3#S@i1f(NaShk&hA){L#R$5*0#qcYTRdw?-oq%I?fB5XP;JOewk zHXQZiEW&SDag#bDNIlNZP~Aiv&+CE=UM;*iyWo3e!SYg6K+gB#2W@&bZ z6x@Cd*pdqIqIk`4w!xr@Nw{gtxzu`-7GWJvB7}TZ%0BTbp286-+!Q+w)c?*RkL=_r zUeGI!REk$g@f(uPiC2Hkl_5po70PZNV`oiV7icI=?ZygD&CqE=C|G2rGLIO|w@5Q* zsJ!1`^>FlB9VAa4lr~?;5}r%L7}EJ0ngTn>`R0*t5b7^5r=V45rBKTJXWVr1ap9FX z^0T=#vlMA-V$2=Ksb(4SE5u2{#B_Y^S*YXU3TkOofUG8fp=JyAZcQM@uXJ`nr?iIW zJGVEkbN-H(W4MZ9X=IMYkdsEcl3Y{{D!@w{HyKGO6u)KFnpegdkduHNU~|Cy&VZ40 zPWl>D(zs79lrBCcj$W1)|KUTyA1>qgI_uEMxx7xe*w&%OUwpP78YFH6VGWjQ$=|?Z zGi3DzS4(5lTK1tH8CBR)(XbE$7;3L*STYmM7kFC^q_WZ3_H!DuDt0fnq!!C6Y8;^8 z__AP?;^-Ahabg)&9JW~}>LyXh8$8*G8c{teIqrx`smkMWd5r?jybSXj{a2!@E!@?Q zy3}50l{!%5j~ita%K*P;DO|JZLiFoU1CR0pN>kbLQ}@$T>g$YcONnkkfh006`4)># zVk6>8M`EymGZPjQbxF#G>}^YPq`%3sS*M2hljAbN0kdc$M_ixhtM8@jHF%cHBwo45 zq*n7_WB;pATTv z-z%h|Slj)e#(%qsdctRB@P&ZVRCCDB_ttUj5q_Rp>xhE)c}7z;*sk_Nu3sS}tdiU@ zIKWIpC80bWo8?6Sd;j}T+V;+!UoUOKiAnJg=RM&FSFgi~(qtP+@)`@(u!+Q^o~Q4a z>jHEXCMw4BSvMJD?{8!6+%wy^h%Lys(6+tdR?NXb_vKmLXJHJ%C2CPpMVJ7*P-(n; zB%CV0y!A&Qu59XI*q-#Il&erseA=)KuzRJKEL3Ez{QBv;{O{UTnkSy0EzAAEITlH* z`5zc4b7B>0vGr{~eJH}_$%SE&2)aB>igUAkoiFq~ngv&k@#ZhCozDg(is0Vajmnj}h$k}9*0j+4;x|qeKxV;Ez{KjYHbs){8sA{} z{vhA4%bQl)0tAEb@z*M4s5qh3@$S=b(_rN3i+KaS19qpxB)Tzo4}!l<&e&#T;(a3V2fT7!agL*~mt4cra?UQR~+BEe`T zzSMZlOFpp*Fs@d-GtFv#8?c42rB?5316-TC|{oCl->PVOAMkC5HMR` z%Eon9&Q|)Ig=gRs&*5% z$-Ys#UOSquD{}{UXYm<>hsqX+o;Mgz0U^%#Bs{8j#!SF0XPE>?OahmPy@;JnStbP& zpg>8CHM_hq*bb(fGmEu*_WGk{5l^UQmj<>-dTC3XJ%za-kHmHd=9c+3lM{Yo!=4MM zKcIQUBfd24?(3b5^48e36k6L)mE}$^BBz3hTN>5TB=Bu@7QRatty&w;j(pt+8Wj1mI6brwzeOF_X0+Mdvj z-}O8-Vc_HV-g@EUBi|nT$0@7|#562Cs!6kQtND~Brc57_MpN!(?ZlW(>`-(<9qcM{ zlx=tN^nJ%sdBXdKvUwI{t{6Yp9V@(Eg2_EIo!awWCXB%D8&`PsWCI)VgPD)UM#cJ3 zi~@pXZzZ}gd<3&%Y|{wxTNTxa6>m30D|@1r^S!U+^Jz#;(@Xz@S3}t@gAMGp%KyDw z`}<6gk=Qn5q2z_WR*V=;j!gHNEN@dKzX`3GfbN!<^m9UK__AIfiw${bvx+j?^`|b< z>>o_aoa+s~EAJ?5eng2`e4g;gkBD2!45u56`h}K!DA4>9zg&%%1Y@vDK~qV;)n{H& zmLF#eq!bjfe4v&Qu8|mck&{0AHB{OYBzUe0u38nYQ(TA-klLYMP`@XW;%u6!Ha$s; zQ}}sJS;szUy;Nz)PDZY&)M3d87+b6cRd^=(Hm9;;4}1V`bU_vP|7Pvj3T76)o_f1F zSW=?@STSBk5BgA4IN~v(U>LpYY^M8F0QLmO@7C94(1kK?Pa-+sht$N~-y8+iho9RL z5~~M9FK5ym)IXx{*Sr|W+}ivjx4hu)zvRZDSEI+erClBsSTbk%daIw(^Nm43rqsB? zz3t1H%s+DL9JhG2ks6|slArO#8SxQ~Z0IUxi;ZR7;%RMN{ovrJ5Fh&}?kT zUUo4QiY1BmUCdI_ekBxAbN>>Vt0(hIJ*hYhaQ(AV8)RaS;2AGTjH<5l-hTqKij=XW;vXZrVBSR@RXg zSJ9jtfGUFjE7$yE{c~djJ7R-ZV?*|trS~LKswKj}9tpnk)ymFnRiYC}SPTZGue9%H zApyoLaT|$3X+^?ncL6pdvVRg1RI|#+wxOe_45ZqD-I|T&!m26KX2}j_}MT-{n`BfyGx1*V2)FzY+>!qlh38C!R2riaj zO;Oo93b1vQ+8?(q8VYi8Xu6%n;fli+I%Hag;NW9&yyzra&(y=kMDt;C@bM#BLL=d0 zsi<(^E|)WxI*%4uJvCbKF3$P=VwyOJ^*1%xNd@tj+qRthFy1o!&8h+ik0`5!8_@8C zOWnINMS@tB*KM+7;?7-L9!8?FG?L;n;*a=j;>lalIy7R9{!oz(!}^7cGNL3HOC~QX z!#ws=u_z96A1#F}8i{$upZ*ys?Rt42hKMR)63{xe+EA~8`m{wypm}LhuTkuVF;88~J>H+8!E?M)8+y%A z9MMY<0z1~QOIE=l>C#-Y)qQ7!0L92C^Fon0CP!YpZDnAmE)4>qD+;Mba9fI};l6|Y z5!-^d?9;Z~B~O8Z7I8fq5Evo1g|s*vVYt_yql)1uLEeyns4&XEk@pgQTq>0B>Oi~fQ6gTg#YwIi{h70ZpY; z=*@;?@iVh%c`~2Wln!sHz5pw_w4rGZ{UU3Hi@h9U^2F~i6tpSZkyY}@25J^=fm_4@ z*1KS2pzRx)aw}<3Y&-_lY;sy|@!k`;BGUqfHSYRdr*TeOw7vIZxM|9QoT;ewV-IaU zFWY_7IL`B;T_n3Ei_SN6$?x1hA(FRb9InC>8fsQ!RkiC(`Fic@++rRGnx0q-nlENK zq*Ib7E~k>hL`6+v3OMFSWcG&%s)4H^jyrs$vdn95y2K^m!mi-lSM*kIZcH!>d>X9;9-5nFu z*ayMhNMgEA{xqDjKSDRedmqky<}f_+^Lf(O^S&Go`j<%L`Kki>@1 zve#KCjr=*mRNI}4IizzZXp8P%PB}8Wt#C$oUNiCdO>FfU&5ZE6Fyo!~$(wGA8BSyn zSw6ij<;~Du$Q7t0e7Yv<$N3XWXV~2IWOLSjn0oZj@v*$tfqu<0XUFbM{TMrQ@174gCS*U3&P#Sx5k1 zmfs8SEG%|zHCeFLMfr%@J)NfztTP={k|PbB%!n*;(1YJU(_j5~UL9P>cW+V8dyES4 zK=r_D8b^DdzG>2f197Wi)5n=TDrF$aQTgS!dRE`}wr0^3J{lYU%#jxd8n&rDRR=DY z2!r08@ZHnT!X`F?-?DhD3+;Asx&zenC$$P6e6*Ur+iOxEPYW`>wKS>BOV=6(WSOck zO0}I}6xI)Z@R?8Q->he-%Fnm3hejc9qSRUNrcX;b`?sp-b4T_@cT&iG>~Yp|^wTHD z9!J|b3_Kkjd~gF&MBtFY2x*&jFBTx7!MZCcD~b?LguvkdBE18yAD@1llY^ZA{^0jE zC1DT^(>%~}#%qJRG#9ko?y(WGhV`L*YD(s7%3Z)RL+ z>cw-?RKtOfz(oz`zA#eZ)UW7!rjj*pN2BWfCAPnqTAG1=E|HZKTGXP>yH-*%H4B$PobeIHQa>D69<&ThUN_3^ z)SS9+?7woJ(YyY-e=FHLaC=3 zBS%9ZgGTjoujm{p^ju9Vh4O2gh#g~O_?0G4jCW(UedjghGM(US1uSEq zxJEG+|9i4uJb|2n2fgvP#vkPiy(N^U7`SgJbE)@Y^d54hbB1wUkAN)~(~&`Zq0Zmb z6tet-f8?1YZRNbRZeAIl=Y4h0?_@{SCE?TOleU3NlvcT8w|}EChf;9 zFfB%8gBFz25=eS5t(Z5iriAhd-l+ZghVPx=CwFsRNUPR%?G$1l*SYK=lf|>qe4zNCz?&K`5M_h)(dnUH+KtD@jELGF3 zQYX*UJA9|1=B#^|IRr(^S(}G)`?y$G zACOWx+GVh~X}aTTc80GmiCD47c~P%a#VLxim+7k?0^VoO$-JR{?#JcClcE2x2wXJA zuC-!DwGvWUneX&W)p|nAd|6w*Y#23Rw?(s^s}&>hf_G4KI^HvDJw-AG}NDctM6 z7n&kYqxC3}LuT{AM2a|7UgF&WRa3fP1AF;=;U{=&I<@gr9)awYdUFMZ?9V}jv;_UC z$JLHYwh?ujBR^f;yHYbSjRVbtEo15~&6^pX-VgG76}3>imW&EwK%faTu1HgRr)^A0opXDk4o5!*J4EeETicR zDf3~GN}*WFk@=Ax50yiWvKW+X`I6Fon)kwURDCu!`0&d${jjO*E`_Bffp0w2d`(24 zNMT$eKRD8VAqOC`Pm{S4DjLZLSpaC)GIf=O=nPme<3@cdr<>{L2ohu6!e*ueu}FK0 zQN~I>%8g5M0#0H!bdss#)1~4wQSpB&&fMJi{Eqm-)&DT$%*kLK>vv5j0CcH3c5OL3 zqaS-MyX7}2PDp^TvL!VZ$(em^?XwkdLCSK%3O_v*$xafBkUXTVlv3y5;Z@MPIIF?3 z$IHG+UpeFn+d;wXy84t1QebM=IGN8GI>g)HACbwv*8Hbn`WSJCv|P%=P18>qpe}%R zWR)B&o85BBt35{dVMdBnncO8I$hcarQ6G_Y;R!p|l{;aXRR_36$VpK=vhqnGLdf{D zYr3_8+gsw~9W`^akY7ObeSRX>qT)8#!nxkafd$Gse8IPvL2>grwpC*z7YcPMXJGfc z@PGx1%qXhU)^xu3?d4*i_MU1VNQwiuX#dNC5xY$E@7z;-YmI*beL2HC^n0gcrZ z6Pf16>PCP1gMl_#U3d}FAg{btU&)4bKT~ZH^Ny`Ly|69|0&ULo3x_H|)`$Wv6%IKACvxgqgqfV%Erjquc z_z5>e`h-Zx4= zX`}^m$mFkc?OzgDw$?(PlrWW<*c#;IIfO}4D>=_IK0fAt6lfy)?ZzJ>X%3O$}FO3TP} zut|=x^%-RpJPcM@TtV?bMS==n_;nn_CqLUM3K>NLy24kd*)$6f^)y22w2>sWv(db# z(E1!>Xpv=5RgZvPgE%Cdf?W8&X230Obm{UF=gsVu&<_<2thcIb?z7eq;IT})n5|@2 zH`hWNSmcVLc>-*m4rHj`23F9HCDn1eV|P9ZXE)?sP`T|A38GEvma*GeEo3}?RJ25K zOp-(wka<|`aL!}bhVoi1n1AqUfdT`d8wU$$^S(=~=9GnC0Cn74#1O736PHX5VmV`7e7FcWL;%VTb+X zyX^j=xt_sF(m5-=5R_u!56m5XN*+-1KF_w*6RTv0J)9Mfs(&f@ia`XOUk*#4^|^+P8VR=BWq2HS@M))~hKzUdQSL4;JHDIYZyG zE~dA(fKFxtyEReZx9L4Uy}o+_C)*@+$3yB8miAtGlfwtq-z z?=u$@&|P)A>YqbXjkf*mTuLAw2T6YBjIR9fX+&?W@602aU$H*Emw*}}?>-dH4QA2_ zTvpr}<8j2CuCguc_l_oc21_0n`<>;E>uu`A#^o_Gx|(3b4OGcvpKQO!Kv0aG_h<7T zRO;C{a82fCf-=dzmEHe*Md|e7Y0&G)8VPhj*4N4AkX!xzY}y-{2A}(iBe+hZg`%p7 z>4TO8NBJkvYnVj3Aq25$rh*HavxyMqx?rUs7w5@%KeodQ$>dH(@yrfGk)c>J6Nn=b za~;Ne&>r{RTmYLy5I^%RM0njvm_Lr(wcoqQUF)&Aqn51>Km;?<6q^c($d-@*6=$mL+<~M4za9||W zLr7TjaKBXXD=qtP^H`FjZ}H&3@NXo5=(N;W2&YU$t7c3qeJ7OY=1vc%gR-YpzEgC!bIlfk4#V@5zr{#{PX$QtSRjN(bOR?oK zf!E3{y@g({64KF&c0-&yX$p5$n~AR~7dM19_T#us5VOwSEWzPP(xaF39mACCHNn*; z0+P+X@OL5!<$sZK!!cCnZ&KpG3N9hn8w!!(UiaX1f0I%?hJWEitlK*1UrEV|5^f3w zDhDxp2~nicTQS$(=ii@HCbqQ#~86rTyngxi9e(O+V=iR;L8N!BtW@c3mBE z%br&rhbS&cO5Wn~ai75jA&$7VTJkWHpBpIIN;h!3aIe(kR4#?g81gG4*xL@PU3=!y zT+n-4wKFe<) znnCRyM)gL%ug@|VHWa=uP|o8Et>;jO0pJ96GS8xv&B7tSay6uCv#q3ah5ECV#uzOY zjlXeatP|PVI%^H?W|6bx^n-*3S3^Tg!S&Gw(D>AhN($H7 zM^4KW`pw4EAbH$j+5+qx`lf={enIKSa3V|kfHuVvHuHT%=ct9#Fi*k}h zbIzLIBRt)iTY=S1lb}W6Qc6hjIMdf7^@X*WQ@J>cH>4d`_1A)O|FzCoMm{ZCQD?Y_ z4b6VAAb!-uuVp8+Jf^Z3pM&&trF>uX+Aog{C@&}Kt7&NM-xM~~ij-a`w!k&S&^Wl5 zO7J4lUhRIHj=r%ma$&1NqyFhv{&_>K+~;0_67%-JXsX8>1>ZUJs$w7#;|i@3E*aYl z{C{NJ%*oLOfQ{?Q8OZuOBjki3LOFSoDEXjH8D}69cbg(;plZU&LOak4a}Am2PA7t^ zpEyx58~bi~SA@+&pB!e2ij;oAyt6PlkeSM|4F`n!ymzulH&;L-ezm|QO|)!*h{59u z<=2K5Y+CU=Aj-jKzl`L8GSW|)veGkC|4af$aKZIHPLbXcMKa}U-i+27w#+q=q(1e+ z$91Xwb;x&azSU_EJ6KmM)V(zuo~8Jf1X%dqM&9`OFoEK;7H4M{S;c0jm`;_IA!a0T>Or$c3Oh626}K~6B`z`TF_aITT^4wt?sQe> zD-Zb2#n4O%yuzA!ZRT3CTo1&imd$FSEr6bp05xozIE0%zoXwu2{$o;#{U=EIe{2H_ z68;HI|JeopvkUxx*#-LlwF{J*kM(Q!-%QRqm)f%6OexSzov0UACiMOupr0w)du5Z6 z!+5ipz2)0Eo#x7zkvvoW`}59RCnv}pb-LJz$cx{Vp3!#{AfHbdSwGYIu38-&fSH3L zzrN)B40Jb{nWk0iacs}rG@_bC+7-u^7)BKZIr+5reCQ8(gWB~8@` z{43wa9r7Mo{@`cR2`HRLfA6og2OP|Mvo=%VvhM`HZa^&mwyl|#jtZy1&56IE%Fc^| z2fUs5vkSC=Ryp$t0TNMG?+Nqvp9(oaJ2if5%~O_J;EUYQq%C$x${rdCsNfik_hF2Q z6hR2SM? zU3WLj=*Vc~7Ag)(S2?R4FKO~r>Av^b zu5w{y1HqrxZEHj1u@5G&*Y=5yq8DN zj&wC#=}BQlkGvsVA2v2BedOS*4nG{L%NMiC>u-)%AdO#&bhI%6VMF{R6UvLvqgRKl zby|kO(BU!qOrJ+&bR09Q_Km6z&3#KHJ>!ru=*XFZZY3l?sCsjBgHP#w18e)N#Lnrt z&`35}TdkV*p+UjT;(y;R&>YG8_CR-q3!YW+1^M=&NO6{w1$9l2`V00j zGvUwD7`P2|I4a06tKot6bgxl3uiYnNV%vG|lP6W&aVYJkOIYJaric#LmvJEV;Me_u5@3URk6+3G=fsVh9w9on>qK z)xmZ2sM)T**1Vy^i3jS8x$hh^$T0R)BPJdVE#El;}5{2QUTtZL?nq3V*ad9hkG0P~aK<$bGs4 zR{x%??rYhk)<$FEkLjjXK7Gel$s1j6)ouHL;$G3-_qT_$kJ=-1?h6J>kI%?Omy28? zq`9u!hXRsYAI|Lse{7=pdlA?f8}_Fu{o?C%2c)1Erz2V5>bGVfgN0OI(l0DRR+>CS zHUziz1vWWFlQsZk3tk2|0V?HQDs!~7PF7Z%LC$+VztF5VA{1goK#D8sAeJyW6V=@T z2GUhU&I*OTenF0YVax_K=e`>yAld*GO#l-y&W$$f_)qNu&)Fi~kj~b)Aw7d;a-(AL z4y>6MY6Zj2QSB)47=VD0`JVFsVDCNO;cWP|?JHVH5L3hugc-e?g3$+q(HXt>l0q15 zNQiFqF?x;O($pYQ)F6p2N~#_b5=2WR^GdFDuV=m6+t%}J_w(t!{)G8(ZgcMEar}-Q z$OSdEq%HySPFd2xZR9I(dZ)0Sn!NVGiSaJ5{t9b$4~Np31Qjrr*wl{5-T9=mZ1C1 zY+VToul$u_+L4o!;>A5&kKKT`8idNG{&Q}O! z5tj?VY~^V4K-nO@;$Ev*0lB@PRFhq{dNWinJ1V>83f1 zmwCvZUTCViNRT~WNmiV6#G0Y_Cmb0>@v4>ls$hP6vtsX(y(E-lSyv2d2KUl}vQyVo zxOQ>$bV4NvGjb???3?=1fXdNi3ayrgo*;N#!TfrQlSGWgah2N>Mjm-w@;*lPs2Z42 zo9rxWwm{*L6A+n2h7?XJ3bSLA%qdzHI&qdRtfr<(-I}sdX)~=tMtDlECZMxVcdpx{ zErE*$9?gvn{n-xw(re~PLP42a1aLacfS531B3)fZLyOZZYbSGJ9C2MUDN&rCZ*^+wF$G#AKBgw7My}~x;lCg! zz{59Znz5^QtZ6bHEB=sRG`8egOM8LapB=;R+HRB9MDLS#%Gybe0&muZ<{N(i@+7bG z$@dp#vFA_}RC}h1j0Q?i+ZM0S>DCi+XZnjDDk#R}E3mfePNT^e6#c^+Z!zncxAPk@ zE#hD_>NGuhan=;k4ozrz>8lu^Fc+a^4O^{E)!nB+ z)4N_rQ<`kcA=dqftOu%siA4djmByfC?P1&Rm^jY`i$hwMw3gze3W`-le)ycB^CbRt;ZA-DprR3Q4JCBQ|%dy{?;L^8)VMoJsooMYhf&Xl` z{IlKi&vwiI!gk9aMmt=n6g$~&DgM3PLLCywSZcbYGIpvcB;v0&GwQ)%L1yk_g&ERP z{OjetG}X@V`ii^XBN-A!77Z%w9MsqH_ePXH8RmnIhy$Ri|J;&K&##tsW+Aju>G1Z$(^pM?IewxIF#3C>RPPm*0G@HM*0so0zHmj($~ucj&_e z((++q{{3J;6tkvQd&?+V5Y9Y2WkJ)d{sno}Kbyd3SIYrC`McaTHUKTa8m2!f|YhaK*t&^@Ll8%WjH7kxc zUB6>Q!8P9Y7|laIiXXc!T;=7lk*F9S7IaTfpQmJm*l0rS+^&CTzOL)JsP#O;q@^uO z-0OxYc3g0UklieCC0nj>y39DRL?RPeckndNoTE{$!CfRfuV<*`OAVxdE5yB3R@*i> zMXuadAI3Cbk|V28X=qDGW>n7cc_F&UQeZDYeEXr;IMMvYJ6!UP+5)SEr9hv>-Y`U| zAdK>Og?-a*#}0vbclWVGhxEr3E0FHUm-y_;t5@N>6Qe)zO{KAtH38nvB3oEDAw}ao z$NcfCpxEFM!J!nK?%RIwE50NxkHm4NzGOrC`U%QK&5OcAT*i_~X=kUuE-Gof?i$l} z*D8^I7KD03?PR;<<>av6_eoTe>57QGQ9%dRyNa1(z=u&eb#l3dSCKW&i-D-8WK~f{PRx*9 z;$`31(4+*u&;M}7Cq(0JC9;^#-scR|694s4#(C7>hx4NIu6>e{3@S-xg##lVzYhS5 zlp4#ZivkuW7l1lz038ZOsDCAQ$2{)Mf^QfjJ%Uw8hG{pRGG)}IMZd%U>aUi$ z`wc7KITR(dSVRK2D}_e+8z>qgilh@XnCC+tvaIB@F63%{B+o|Jx9m%^z%BOfTG%7m zOIjo2k(!HX?g}VP77T+iyBqV;>pc$YQNqc?!Tg;2&Vh1VL{;S4VyODFr@leMroZZL zbw#dzJ$8O!u^P=1`7LI9q=?Q~e=)7d78O*oySpe6o}UG8o!QtIV_FSc?B=b3Wa|y6bS&^6ROP?1hTZJu)R=h`v2V$4u1Q!56HH5dUCS(OE zJ^hU5tqyE%jcXx<|L3XeB_T%Nf$Yx6f5BQeWcyi|?E=7lMrg(q^Ea=-bO~?A37<4% z&4?SFH-B{V^9H|i?v(&YhDOT1!DAL>f5qbfr6La!=BDKO3 z5R0;XrIa6qi#;v$yb@f9l2bg5QL_Zx$K#88TvV&Y!@GqoX{bFwp>HX6<7kV7 zpi+=}o)$WJGP4YX{R^pE-690W0JP_jJ$nidn$zx~C=oyhIb6^)tkkDo%0sMP#zOGh ziX{Ch)Kl-^0T9m^ts1B~@fCZBLX}%nfZl7(^h(!sul(!<-L$p@K^mwbR@eBZmdO$< z(IDQ`0%j;U1xJ!p&jG~wEI~O4*}E_fs3;;82f#DA@4K5g&XEU$bZImB=y##=-Js$M z^aF*^;5p^{-KzQI%(JHerTNwY9lDHixSvAgCJ*v=0ozHJkkTno-I5*`kV{CG?`x3M zLqfhfZAuX|+0ZRIk1p6~F6}#qvhJ>ebBoD%|M?M8KA1|(F{OiW!iubcw&?^jDpn73 z#8xLts-acCgGNv>`eI=4#cBfGp-E-0g;=A8-d^!7Pc%!ltgxKcW_ig~Go=r^W)EZ3 z7(11AL{l65bCCU*vW2wtI`KJ@p8hI}4B(E$}6p5xVZG(?T z?)`2`QK99g%Qi47fL7MjQtbkjs00CHduPloJv?fvc14j^yg8R;jSL zl&|u6veW=pW#3=?Li1L7tP)3?+MW;MYpVq7R80hzg%P-Fb<2R!uWfA+O= z%qmCgIUHZ#8I3pMZWmgA0QM~-IZk&ba83r+2~Py*YTc!4UB4rGnd(E@Y5|c?DpFdK zB&TJmgs!*r3~)e?;j~<}>cP$X(a`cU)0yQLeOx^F~pTf@LV?jf=mfbgIvmEMK%Q8NtgweHO(8DO1VcjP& zT-&-{9m79my#alcLj~c2#KbF5JeVIqAE2C+$95eD9*0E=X({viUH9B5B1y@&zPJfD z1_H>;=?SRaj?^OyskDK>HJ*AF3K_xaG3u+^bMB0Y|5n3?n?gXPqYl%XojW`!*NN=*n3viu zXFslq9ChXNX_3b%q`+mS#~(4K>hx9fN9Rc|l_s_lGS*8`APUblvzBU|{2|%7=7$LF zQEgM&x&dVU3-toVTD8ga9f|elQK;;=0?^>mrJkG`779P_(7MIfMb!jAfAP+ed+f0Y zkDlCeo~VWQsB_K4L26beGid~xZ&|Xj;CX%P0_3pg$e^vIKj^y~So+x|U^;VCVUIg3 zN6L2MjD~D1kD$a@tjMEj!>SphvqjdY?uRIB~l|s z1@xGlSFTl;QQmyX6AT&#Hnek?PHfqgHoVz2+GrtV?*x~>E-AmIgJ$UtZn=Y4V9AV0^3&~H@@Vlo^@MTzf2IuF}BimyyV(&liV(!_yLm^if zccJa4UijVeBk@5jA)!o!K*Fk*&r9W(Uc8x@wQ~lklAadIkKcPYjd4vS%~DuZ>EknhxTH z8Tey5SsJ9u%m|G*&J9gKc}Lz|db_~L2~WuinU;gI)^o83UWF=$wX2f%M=F`ov`XLy zeCBp#rRazGmft6D{oA87739EiwOZ{bV5anxcM<6a)Y27a2N6LcEI$9))oki2lHhW$ zk!ZZ@C$)Grrm-+=uZ-#P7s$1^N+o`(Z^)y3Em$5N zRyqX+b8mXsKRMzkJOo*^32&%_{73p2n|Qj+&-G$xzXyo)-72nrz391al8lb!C2c;# za!@mIc)>5W{aE~hX?URJj^NO>4KV{3MuVi|{g)D1UyixXNq9gFa%zu-Ou5X=O`RmL z#0~Kz9a6=y=J%)435FrRqcqyp00P!^jr?fs^!rl&&0}O%7eW;a*NDzOPfQYx7z|@i(df94iQk0?JqLW5ZkxoS}K>4pW)kqP@g zHJ8_TnD1hS8hz*L||P(iF>ukdml}gylpAXZVZCxcy`W)1ur9n(9IeN5sW(sW7jp6 zS}cosBA~+&W91ZszMf~kVX5-7CFOZJ4#JLNukw1|!V%Dz#yXJ}H7F$53&wR{EOXHS z+nnE}R`Nvesh(d?t-xmzJ>B5Jz}QvXO@E38!hWv`Cq9%}JD%180$rmE74N^uM`uZ? zGDchB{z77mhzQgC2za(xS+>=WR*6e%E&{S@21DLXbDSok4oqgLnIDz77qaNGt@?y@ z(DIa`Ny`;C7Y(F(xsFD3=EWBt4sGA8-^z_qwoU_^i#jK1*wI7mv) z_-&aIO^*l(LD5}Dn%40X2d{a?O0|&k9D-meqJ$&8`TIr$N?GJKk1CllMi zi9q}tI@@#G(AFtkt^hvAcv!wHT#{*kTI5#i39Mt8C%) zGJ2ZMdc#A=y19tSr_gNIs_Pq;ZRY=-KJ;^3?FaDacJ@LHAGM4LTjQGNaJ3!a&o=C8Iv{-dwuL+ zVul>21cQe0H%r$lmC!!7RoX0@3QyS_KRcK(GqwT4?sCxuKT+C0b;p0|j{nPb$N!AdPIfhaM`_Etc9L&T7;VdB8s6G^xRPi5IB2nb!87b7 z!f>l(!@lBVSMy%8;HT-r-5eXu;&a}u%ej>0!!K8`c{a|_U%BX!%8)hkDLJWgtplyw z19tAG?n$AHPpdnre<|juGBd8JP*r@ztRn4f#sMomZl>?-^KqX^PV8DqRPr#>`J2(Y z!BZ_TzIQ7=q5#tDLFEkc_zvzjqn%QaC+Aogh+6qD(W+3|-^NMHWRNmwtIiiww3zLg zz<`+A^QD8jr^Ubf>$)R@i)$tC2Eg7pPa=i5&uB120d^c)soIHxk8dW26cwJ?5t2it zZeOxy%$jjeRCxMG_qpauzO_~$q-E+iqeb&fBlk-awX{MUT%Dc|4)({KVt}9XH$Kc_ zRIw-D7t~rWzL^8R{lNQ+54Dhw8!!Ci66T!o)#JIN*>dHmSl@7Q_|oC57Z=&EQY5?A z=Cm3IW$dPL(&?~*aG)@B>CTsMFw*pETIdN55OMlLKO(^Ci zQ@m#uY1y<&u}SE=zmz}gE+c!coL)X1==$e|9EQm`YBOJXQwa5h(O%@E;CJiD4+vbW z@&o$s<|a$$ix@RbVQL&rr*BPQ7L>DJz35vY+-Q>>znEQJdJyDyW6Ye1(WSC=tT??? z1y+H-b)cER?9GSRe0NGtL-+L1y}ZsHZXLw{{k-`X+M&!&W?^dpGFOnNLh)P919_P& zq3t?M;Sh|&O(|}1JT|j0S(H9-#ARTVJSbkWmUhr}m31>nl4KGaSkPCkxaR{RKz$!` zFSqM_C_f!*3rX)>I_4`VIFp-y0MSN7~l_e2wBgQLz0n|0( zTY8%1ttMEoCpw_D{j}l73Ed%JIRoC2VY#ZgZMf^3?3oltX36OS^h0V9GRDwhd7?Jf zzMP$8+H!m7lE<{|%wj_AeDN82Y0>B3J41vp_EM0Qj&UBSh5v=!+eOFv^`sz5RM=0J z#Y^RmuW3>{2ObV@YxSbDn;IQdkzT#OHI4VY^U!72wqS;JLcR~L@5K3h7i*Uztifi!slVdY%ie!266da)o2i4S zd<*fW-I82oJ1wQna{FEk-Nw4e8~ph%V^q?PzJs?+hkbGW)^iTaEzCBvMb&c71ITjo zn5FPX=&)9|oZh@H|BO_Pdwe|&cVSqeh|(7P`$XPIOSSyVb))cq8>1Cl+|dm+Z~O#I zl{WVd@%bCf?jldXjQO5K!`Vxy7T-h&-TmLfgSMf(%ak9NQaTQ>1K5f0<^pe+#vhCY z23-BqarAkBIhlrum|TJG<(!Y<#fqxA32SVarTN#ou9-MwiZLZ~C>4o=t8XBFEh5}h{xg6WK&yiE#>80E!2t2TnP(gm36mRU1bq7H>jQj6%3m= z2v>U3o>9ok<~OKaGN2Ehh{zb^I} zG2B^sUd9&l*9BiqVzs8xI7^s7+eHqSpZb!xuucv{rEUJ%p04=Zl0vhi)sYRzla)3sxLwHfzP>lANh7U>xV; zsXt)0Q4`6l#CjdAPh%NbeQ#ec$|w0#5_Mf|0;)cD`uL>c*d)w0sY6U(3r(w*HpSTf zr}W?`C*bWL<3Zuy#)GCCrB+e8&jJ#31Y~9)cK}gp34-kjLFV%R0cFg(H@?dgGF+}} z?yy@1!VT%UkAXoao0({xtIi8iTA{HgP^Q}+YcLyYbQo&_i8E7(J8>ZVKQS7LB73#j z+k@7NUJy+muh7M=Cr8jG3;9r^{C20oWpOrjd-i~-tEnI@O5@3fVJND?1G*G(8R7>T zu;rv;oNJeOMyjj|mH=%o`d0+Gijas$efrnE6O@rI{^nln+luvgblWo|bO0`hQpyh^ z()N3NU{@c~L0s&!LF;NdpCu>NAKGiV=#=DIe5F_S`{s?q;4cdx9(~i7 zp-EJ!u)}SHoE8{UzT&Bg5DJ#(6)AJrlm~DLk!l;!wXu2}6c48*Gc1kbaCF)> z1LMS57 z;swO5w*zKs5$2T`EJM!O1?1)YRDm8|da$Yj=lMXi+hlj-AXy220No2g-5nH-#A&?m zRqE;!-FlULp*#0<4D#_I+P@kis*BLYIoNqw(ZFL;CqX1o>R;8?*?`dZ6Dl^n4i)aG zfMrdD0GnX*wdp-%WM#5^6@NLRu*D}tZrxQ_US<<&!YgQ!$f){=x(EG8NU#-5xZR?& z696$Nvl#3yxYOa44Wi7Q&iQ)87o4Ej3Fo9e1+UKp-$PTzkeKT$u9Ca?ORb7uVv1UV zj2!74`q??<`gGGZEs^Fvuj&w7bUYw>NTo$S875svtNK#|3~N#<2`u#>gIoolG?rN%z4S{(9KvTHo(waAWzHta($Rt zl|?;8wO-!-FLU!g zy|Ndn7@Jg`s;fc{&C{Qxgz5qCXNoJlt>_=r1lj0RSC%sXH3+XvJf{Ga<~70E#U6q6 za_&~O6uuftXuv?j6+L@_SmVKh+hZ*#h>u*~u)*VbssH&aG?D+b)0y1*ZKq>o`yX~X z>;JUVk^irDI`Dd3V)BXR$PWOLqIR1@g zN6U7gpcCDJl6mV&vSCEWl7n#C>vi4d5}oQ>3pt95T+hK}iS5JR6{nQ1`kHx``~SK< zSpk#mm`42MnC)knO(Z_*A6+Kvto%&-kw{Y@de4kiQVn$qhaEUN(2r|7+B7ZnMIV_U z=pNm~@t1b#+#P*UcOZoQXubn?*fj5F5U6@@);^c_Ew8PEvDG-_xFJQ4_2%QM6+hYh z%Q$NFWK)u;VAy;wkf_!BXx*MU!t&vJoY5oD1d}@PE4G)>Nwp* zf0^q?$`)U9)-rvyM=gGOi3$f5uqNG3;43QFhM;cq4u1-j%d#D)T;T^j5`?la&#$-5 zc1n8sd!N)A^`Jc$_WkeiYt8BFKUM(ddf&D;I(3nHLURYl2{#HG9No>M8<-WZrdN{Q z(Qb!e!HY)W)l1-y!(PwE1n$L@^ShNKPGpLdulnyzW*jUZK0b9uGKI^olv7C6AZToP{6bv$MP;G8dHecn zFS+JMm?G}+AByKI`<}-Wj}|NJ z@VUQmqpF6!C>fB4O8o2ApJpQ7#`NIqS?4wGwP*$LP*7RggsG5$3wqi=OH&p~@ zdb&eaW65<0i8kw*uSyT59trcheCz5zbxMIEo8<3|pzW z&5iBV*W`)mN@~1~hx_Iw>ps23JkLB3Vyxf?1&U8q5Z=C{Bj(xmLn!OfSn@>(e+}XU z%bv|@6qcgwdK>S?`os+z*>XVtBSA|!zNs8F{MxgtNhwfAHYWfM5jWP#Zja80| zYB<5N%4d1OPclPKJai_MfxPf!CH{l+1xE9C{&?sURqR*Wc(*j1!UqVV0=dhAI`aH$~_w zqf8EdpPogQAC+HtyZk3F%h?jCjRiiIdtlLUa|IZh{Cc5yJp&&Y^CvHJrkd$<(Fwkk zSYH5_>pi+CTJ`dpj?t3G8BJ&4c9jgnR}Fi`Cj*okQVZhkV!(nP&4}_ihrVga_oNS| zW(V7Wstc$Kp%F5xVubE^wVKnDxUb(rhhB`@zu`O-;~Z_uwfMCVLi58b3IC&cE6Mb; zk3;o+!==uQV)14io@#6DXFdFNWh=PUlE8(im=!cUAbq*9?9?jsCV@Wrli07fc61^? z0zGtxn}YWJp}}RMEN~)+d3epg&d%m2es5=Z9A62|0DhmHT@VNeuV#;lCrEHa#(@c} zw6d?`1-~9}ERy*}%cb%D(VUGp(;GSd^5)N%l}QVwtBkf;@f|K_6pFvAQjYJ{^yW4(5|zQUS}!o$HQQt#E&jv1N=?Kt)+5 z3nzs4Ddmr=gtfCn>D9e<6{M&ryzI34S54P+Yo|6hNBpjG8`<-+AlFrGM2CQMq^?|= zt}-~zv$nX2Er8$@gs)^Jhu135J%}gkI)8S7#k)jigqn<$^ZSb+txR#^ zaJE}<7FaOPBX{cnl;JC|kK+lPxuC|%ZpiZE$16CpLmfPWbp-LrC!txWSNM82S6>Kw zDWi~2oUKt7n3RW1MkWSTifqoN_YV3-LOdpS)vJ5O_eEUwHI-x+?9ar*YO)Q58;O;R zN-AX6=}BW^U^<4%konY_ca#>g-RHYwi9}2p!bm1LU>lW~%pMB?5mS!B3afK_8T4?& zx_+I9Aazh|>Wf~(Q$t8nyp5)Ok{UT-_@imhQfee5nPW9OqCE2!f^F`UYWqjNiEYjB z9yY>?ObJSLe%Zb#nrudU(VkwbV?15Gj>1~Wb~)B+N|1vcC#JWaTl7E(kgwx##5WVl z-v2ECF^gI24lJCEk6?1L#pTk_q;k+HGEkxramb@)yWCnxI#d3qJc>4rT3JVMDuOZ# zE>NAb1{@mIkTegm1^ii-GrM@me!wEc@a~W(?V@&4S&pL(T6SB#WD+t&>sP;%)w!aC z%hofdiV91+x>hhb`y6jkbM()nClsGv!{PLuj# z*?48y72r{l*R0)4^75h6v~$n<85-~u;Z8!B__?cAh@dv|GT)Vn{9+PQW;u{YOygD;?u zPO=tM;w&JA2%Df9{nsf8XR|J5)uEDo(&i7(LdZ<^m-lPCj~wkIN;3Iq~7vxOD~R!&zcqg*WaM-uH}lE#CGvtV|TFl}4(xz7%bA zy8L2d9iq86<;9?q5VA(Y9m)k&RKXVKK$NOuYD+cEqOpLy`tqJQ@7IvvW=$LQ{_6Zt zBkZ!Z(gW=$wI{c3^(c^@K)+DThPudtVqh(jKDePqpyUM0UVt%A!cZ@Vk%^Yl|MOV( zk2L%rY4|_Va1P)9J1pzCZGY~!G~7z(HRoPW?wBXoa}-Wg*-9$ zE`%AL1aB^pD9y&RgN57Antwff@x9Jz%0d`JMPAqUiNtGJ5vRz9#-Oq7Oz4wvQLI)Q z?X5|Z2YGiobkqvP^`47WXRSRtr;i{dnsss%JPqxOFqnk6AIq1gd5=X}E;0Q)oH?J} z{*0fAGQVh$0HW70bSov@@>c%XeKUJB-et&HlX|;GDJ}F`Fy1Zkn+8RVNY4;ImpsdM zx;b}gJpp5?RD9m12FoXA=tebVI$(rgXn-El@KY{qmt!t|!3k*O*?w^33w^lB!feHH zeSYAnSK-d7YC+4CM2?u%b`*Ql^-BWFv`V#^FE_`6iBP@79q*i#>`#b|Pj48>hb_Z# zvKlO+ORF@^U6?ah`SL$=>*OqEUD`f-Iq5R*PIbJdf|0gjmw#oi;^9TT9IQX*d@rSkv}n1m%uYO6%j;H4LZouE@>&pQR_gY7_s=wt&7zq4DvvIdv?37?i%d6)f>h4k`Nh2T_ zjOR_FH=NqCsL7wCSM;GtUr2UAwz1CiP0=?jAn=@xMuFn%NG{S#;_{42x zR+;pI_}3#Y=gWr%?gQYgBZ(3$Pn`;mIzZQ=)G_MrrDt{FhEedNK0`BSu(tSjGjH>G zk;{{ZY(G;Ht5{NoFe1@*7DV6;o<1KDj_`pTxirb;z$CBMLrfn#s@*>>#Vq#>swHVK z{<%`IQuxf%1C_g-uTsZx^XTlP32+KB#*HxZ$*w_iB0zNW>d@DQdXmamt_1DUbw9?g zwl@zbca%g#X3pS#H7>W4K@ynf9r(USR&^Jm9Eh0fdg4j@(aS$Rgf)4(L|M1D-u1|D zk&=^%A7D?(QyIP_eMNOT8tE@DT9sOpW1KooNG{oY-ww~6=1PJT-s`RGy%NH%t7t() zoq8<{o3ft}^pBM;S_ctP9v|bksDaG!PLMkB_wtU1o==i@$Jl&yRc2C1!lbwEhMBfA z(|I|@?198%Zmq$qL2x}z*D}#(t`Z^S@w9(?T6Q80f2jX^5oEm+?9Tm&@|vS@BH;wf z{?r%?wtd7he`8tRZ!G(Kf@MD}T2HX7FyREt(l_3hB>g9rDeE(Ce{c3n249t({gal} z>AEEpF#k@=Cd{J@`ed1st#mR7JbVtP(UR1SIVU|0>Ev@Kiy#Z{pYp8!UIbauTgY-V zfJuH-sP=dpf2C}!owr2uf}TJ z{UvYdrSJd6H#eqL^tW$rIAy5PYkz0OBoXuV{DTwU9DmJ6hCjZ!wqI2_62%?`HfDET zV6($6`UyH^{`Sp*J@H%~nB?!_O)16x^(Z+^*cu>dM&dpiw$UVHwm9;2R^ z!fRzR?J7@9;qS_J8d!g>Y<>2-JQ_NB_@4UHVuOytHxqQ+^?=c2AM@K1-nQmXtrlf* zC9((J5d0UJ$z=I`sA1>b);=jRn*JS_E&6?RivpPw%*-PF_z9`wTtG-*Ehh5I1H#{f zAQB4TtEV}C3P-&>5S*!z7>RZeX}rm6#dAVtuiDu8LSyw593bugt+ed7G~60tJtG&@ zDz`$fpBZCe5A%+W_u)LHdQxQEue8<#9Qd@{sG7drPR5+esSvb|p zB0ey|eOeSL=L)ev9hs|Lkkcq%KqGoVY37oint=2}Y|^BnoVjsLZFsR35UXMNsFx@^ zty%V6C44iXfxjO3b5=^4M#(5p4xeR8^GHQA?jvldy4CsoM{GzqJ1+el@(}QD&S}T z4OBx50sAi8Cu zxFh87B-%w+GqVWFkzI`tJu(p;;<+_=QEb7Ub)7Fr04^G5UBa%)Dxi3}$K74Xdx>4N zZxE=!gbYwnZrU;N%FmK-&Z?}<(F7Z^PG0knrEJn>(`1??S1Gl}lIvZ`t$7-f&9W?w zH;Uj6FZ|WcY&(W}qy+#n>0R++qzrPo+FL|+EkBR9j;wH=^p9^Bd#8iz=@q$LGtGN- zh@v9tZZg`_I9)=zcdK&sda6-#)@!6}bQ_ullCIH%X6PnPy9twE>9|4U%{qRsIVH8$ zjBTt^j%kwELBVqb-^&g*6A->g!=Y&$&Q~GU*`Ww$D%hnW`2yhf)|v%XOvO0OAnibi zt*M@Tw83qxDm?*sKBq{Zka3@48Mm(X+8PHM60U1ens-xz^@X9bHHMb(v>vXpmXa6O z$t0YMT$}Rzq#9ug+d}8{V1;KC`eRVeFkf=7>Up~l0glnnx z>00Juo)!IA@ISW@@R*2k6nROQSWn2Q0AwM!l zp;*UOKpvsBpetKr07I2F)J2zS7Njq!8gQwkp;P+?t6RRgaPF%5%vWZ1DBd9ih{-4G zVT}%|Fs588Fs9PliV_^H*IbJt)!R9j0j%K4rO%7g!%SL?H=0~tsUD}z@|@RiK%~Va zI+Maw`B2JWm#S0Rs&uci)tB5ery%*>d!olQRpw z=Tc-V$4B5Q6$|0tu)WM}n%l19p1Ejs_CC?MIAkm1RH2%9&|*$a8cMV2y_BEx$(l&{ zQN5J$)+*M4p7ZWpL*QQr0#egqL6(z_ItpfgZLsK@&;Xq#-OVT`I7U$MDfP}N&my%7 z5It-hpLcR_?Jule;t_b4s0bueAR9hE+y>p}HNXc7?tI52u6-l<&f7i`LK7rs`qy4v zH+`5RtiKy?Q|Zi~N;!PKVd19xnN>uRmmxmNe6mCb+WRm{*I12}%;nqGj=iA57K8gy zcJ@NF(w<;HzdnB{4Z@rI7~H6@Pvl*Em#g{4;)-)S&C*yR^kHSFzYt);SicCR`neGs zkYiUdR#4OU`64AGI8&Gpemxh8FeR_@zAkF1#PqAQ@$W@>d8S* z;zv`Tq{8wajz`Vx=yU1c9u}Jc^Rz#ry@|gjmp57OlNrOb$jMhoI@e~7N@v#ZgJJ(JBIBMH0-=8I!Aypnr z#(GyiOK~N()yj?x!DZsF%*(nYJmP-b7#)!E&Phj{?Xlcu{MON`!`uOM@M$ef)?YN; z8jN40b`yd%Q1cQV(HA1x1hVvkxUz3`2rbLX)B=E;1<1gRH}z=`KAz<_r`OUhf3d4p znfV@6oM|gHFH(4U<&IKa-n_EL)w@rAaz7V)_V7_=rDPAmcG11Zu+lToQh{vmm2G8@C#U0-m=IAWfp^d{F zzip9cG^fWsJmXOv` zDQvi|XZPV&0wpY%l1j}&XjnVjA2lBek9| zScrbO`J0FWqv5}!F;BTf=O2ha3^w*RgE_eVM`Lkk!o=`5gK=CbP5RSV)NBo{=YH%b zucDRpgBqNtp9N~k{4b3~bne@@g0(RBKaIteKaEAV7x4;M2SJjF@h{NspvmXgSBJ^% z|FOzw8o8c)`<=h|r2x6!hN+I5C*vQ2|KpVGHY7pv?`SOW@{jHgu~A2bzfZ|bshOY5 z`j`Klk`0CZIVJmMg%az-_d{YriW-ZZmWC#^?hnFePa2Dw-{+i)%>JB`@oZ#O9J@X8 zr(Svgug2mvUIXFo$;@_GO-H2Y3Olpnb4Q^ngR7qVo2xUV%t_Vy-6RzZO7-z&OTRyj z#Y>KlHCaza8BcGXT#`{gTBUQ(3bO1+m7c6J0yP`mhO$4+|6KdKvH0U9*W=4Mk!8O! z)Q;G-BIf@-By-`B2K&`lu=C2|PWbB;?2qKz)eq4NVL6dR=0^BM1)T5~V<@3EDq`tC zX0;r63}=TbfMw}8cOC@vyGgylM4W7VjK={_iLkNO!i7Fw(Q%1Vg~Xm+xT#?ss~sAv zn-{D1|5aW@fwgejx`cpu=ZgW#Vy)&Zv6>!vUKc97 zK~vY|DpXy9<+uVppJxLw*}5Sg9h)>B5o;a!KVBR<4*`SuM&T1*Yr6E*>u;E;Fc3q471s zSY?+h;at?@21q3sZL@4`w_fGbaMhLye)X)xc-f?#R)`p#?j;c`*JWXVrjk@3uX13# zLa%YLn_J$Z`YfJ^13}MeCA=k**veAw(<%S#5gltza4vVg=7mM-D1Y-}H>eVupH%Tg zso1zH&e8+AD@1VgsXo>GYb_a%K#Emy_FuJtMoX%V9s>2JA@s3)_wk{ut~UB!Zoz_* zxb6%@W73h|mu=EI^A_N<)hl%JaZY z^D8JFs_if(D3Z6tqXG8#Vj(KH6!DTh$8}wprH+t_!XHnAdb-ig3*bo?VN$c&-Fy`S zNwYfNK@}zQ-COk>#=kg^?WqFacikeBC34`90~;;;BoNy&S8t5TSbzy1$HuR~u9=~; zKTw2WLDwJ8>OP{w=#d`8*Om-;!gj(NjbeWGy)uR+&0Vus? zv>vxWAJVGu$(In(foJD3tYNU*70&ih#05oz*A(09aK3jI=Fy@R61KK4mr9}aP+UJR zuv15Y==8LsVrnLdu2lhER=QcPhQsh;PAx&Y|j_Hgk*RqV>yi`r7uJkZmJvd2sN;gQX;_M}e?WFi>LY{BE*a%F& zGQ@4gS_AcLva*L(MI}jLb1q3{&hT0_zu;~SVp6=3QtLJh8|k%XqPNQovP)5v3AmKj zo^M;mRn<&UU}{1Ur?B@Ffr0(?*Kx%svS7(N)KzP_3^zDm42s>QZ6iY)cMW9vpBjM=Bp)(Uaw~kh4^&E~|6>NMveh+-uEh>&ywueiSeLHpT zC)^EM#d+j#u308afpD2tcRC{|zxgYDNg_j^ie>z%Bazo}7#L~Ox8=Ch8|CB~upWSqXMcTQh^CI5N*;eM*XAo6FTx7#^$Jso%`3PKW5 z_~u^{!M%u{v>8uQ`sP5#8SrR+r7l=&?(DX1oFY+hH1h22Qk}$Fq`0fJF~zj(du=c# zeQGqRVNTz*Pz7aBpmiXKaV)D&Ag(I?>1)Wwk zRbP^YA~s^@xe7sA2_=3BgLDOekiiQc@cSa8538qSI)(O!WVGv;KZwKJ$8rommx2Up zOuTbz0xymE9O`o;Vj!a_->>kk6NLP@ppw_q8i=w!l^eHS>8<$qiG~B-Yj#_7sHV{o zAw^7^iJg6<#tH2$CIc184S?+T7O%ClBEH8~ucCmIz+d*vGNl#D>yq2i4=PsHt_@&k zuNte1I`B@vp*)=&m%2S%!8>V=o9*uoAjo~@ew7oZ-j>(m6R|URzsTn?RdoA$iU5o# zRiMYb=t=aN{^%H=P#C6t|F&!tm-nQ+&NHgTR^sW!d4u}_bI^Evu08X+y*HfNi#B`C zO*A$5o+NBu+Em~`|0nE$h;bDe9xdT+L&LJ7@{VV@T}5++0L2fk$s$s;^&|t(^hQzl zN3=e$b1C^WWHLTF;NN&;lPYGVob!LM_tt+=HvGD_lz^f#%+MhW4U#iM49zgW(9O^} zbV!%d-NR5rcXtVhK_e%2+iBWAQ9hsC3uVaRzI!X*H=e-iv^7 zQ94plM;&|bQf!1|zAwEUL{U_g015!&M$pb5h*{9BHPROQT~}S~FRyi8to|mr-`xf9 zPI4vey40Y3R$k6Psx8%$v^Fi19>Kq>!M$GXh4wQLL%pzv*)PQ$_{!?tm~jmNBEYo>5Od&VRX+rYnMVQ>m7=&igSvL7jNRVI?8BY?X5vG`6#BM!Z*v|B4k2;1dFOVi`O4d+kZsh%Dd86 zZrJ!M4i!QRDMJ1dEVlf5cO_U{p}i6;c9f~-dhJMl1gp9ejQnrGz!&tLD9x{ zaunjDa&2ah{Aba4NrqAlHwb#J`Fk{zbC2wU*f`~L;8^4AlU?O}z4`9Y6Ctsq9Y+wO zPT6fJU`IpaLu%v=E<5lvKIMTV$o5Sa{`I>F-}pi%#k8Ss8)afkeSWoN{*CKpwOgEMLct6%SS=n?n&rb-;S^n3BB;QO?sr`<~M@qj^4ibxZqa;b zWz0K>`qP++!LL?+@kb@qzgznaf*)5ukt=x?d|CM%1V}F)J@?tLgNAN}XP!tg^pnqR){h`u;SLXu5 zyaKY~5!2#7!Rze;$XHxvm(*M7%HSaq7VIn9Ld5iQ-DmzPAYTiA?f?)AjDiO$Uh9aG zJ&Tg3i&m6~R{F0YEdD`Ng;?aQSi_8Tm!H1LiKT~FB!-REjLtEP3qdPJRb%MCNDOC) z0)QF^>>7pq7E=(XC!g`$`14xB}0;Utr?nDefcl#%3QJP5tj-E!8}y3O>>(l zc&r3;q*F=+s#}lnBHp$hgIL*tV8&RZDK9gzHjxIe1dM_Pv65KQM#5sI!Y%BgP ziJwc0Lia)CpabJpaw=3~(azQ(UNZ@oqy_}ncNkA9BvAGzGEidz%h-NprdCjC+3E3e zT#p2lB6vk9pLSDA80&t;Szqj`6ex!IYP^0%GrZ(NjypCrpS=*zE`hki-#Xv|tK*D<#7sK*;@FLzn5AdEva zG!GhOjK!b{O`J2;s=SmkI?~tXVy-=M__pOBKgZiT=U&2zV?38U@5X8ZGkHWZH>ntw z*cr~|5jST|@98NB_@u7PNEZ+Cp4RA2x0(=B z_Tx;DUo8!72hCTU`%at8?{blCiP*>vGXPA_iHB89MEV{9d_FMV!i3i@Hj5L33eCV% zl$#KNL$Cbt#Q>Qr6kE9p!5~I!IJ}Q)E(9U<)s8K4-koMiQMEjQXn=QgFP~%`TZvPF zuqpkV7WASAYVWXou8>ST7I?cYCFHNT*{zj#xv73SDqD`qGph>UGXUByrgCN*fYw0t z5Z|wnKAxreY5+P_530TJk!J9v zo|_UR8s^_w6mp%@{4f9{;f0dV(NxdnqN@{Q>5Ct?t4?<32$snmcPrSF78^y&wV?P| zyY+>SW8B-yn~5}=c}j&du{tOS=LL2mH>g1gAZKjHZBRjUrg+#1ZyYWNTguRgkOOBJ zQS?fkZb+@4O4-wD87&K1)kgfvkV=mBu^G=Xnc+W=ceux338<))bkHobDT6}_J`vfJ z2Eiz+?!L~=UL`V8Ew6qSUr~osQ$&|bV>&ClqQc@`APn@UejiU#K4atz2WSP<#FsYhhF5Cs=dr(DOpjAWW9|&vXt=Acc_SZQk zEdC8)e?wTw-$~g2b`tjQ5T+&Ok*dB5(V(hn9ZuL5yfCU+Sc)}2(1*s;CO?&D-F2`)D_n|r@qkZWPPl=vI zhH7+n*n1Zm^rbaVZjK0Xx18<*22lmPG38c4~ zsclD+mEW@z5G`2YP+{;^#CKD=CeEyVa-%JOqof1}Z``_J2nNrer)M+VNZ#h@8WE$R z@^OCkfy8TTtcC;^{O+U#abry3ebCUuNTy9<3(1Br?{3D8;K)5xVaUwgI2;jvVyJ3c zc?Cog)rV!?Eu$%Aeo7Y5mv8;Mqf4{PO+QI)ql}T1<`NqZ;#4IvD;3D$PUoD6#ZBv~ zMc>0i#k(k@6x z=1(&!Uwm$Vf=ABoS*Cwi{-TM)mQ~WTyPC{yUvheM)-qRM?Ao}t=>c_|mGwkXH_FR6 z?zDrC4)h8$(D&MWT_$Hg9vtUAee%iB`DH~T5^Xf!B02p?tG)75EN1zVtt&Oft)QVm zv2qbl)}x>gayJ}UIhEn)YRgLSf0Sf;=HbPb+9xy%r2&4MfI)u0vc8V+eJ9HG#wW9U z&C>QN^P0H*3>s2plVk$Vyy55i$~7rGMb#R*KT**ejg@t$8Jx4pZJF;ZF++%VR_<3z z8*8`)IWRmK?_F#Y(z2*77{E#cRB}5T@aB;#Z*D#13^erNEI&gnj66N|gGCgkkv52k zwFyFZNraLdcP-q%Wxo(VskX%|%+BOCUdB0TF&{0iEK1}LPozs_iu#b!OUFIx=g2NC zKGFEsL)dfw9HY>g;wIf>K9%#9H>vMb_$wFmwINpl(95>oFQ3{Lt|u$p)-k-5QjwO- z_N_+M_--DL)YC1a_;#Q-XXT#Kikd!UYhK1dRLdi|9gk_`z&|Ya5jBI zw%Ae8H0NyJR>4K6CGj!v-Cg7P@Y#O`p|MO?*{vk0@UnZ9Q9m!#(nMO|^5pZ=o3OR7 zxv{)t%32uZ-<**vhXv{!m2&t;V?{qlMG(?m`TxOk&vyZ?Ks;cDod0!q_&`iXmozWl zhs(i7MWOPgi0;Q%qEDG_h{V6$`2DC3z6p9)qGJ2QYij!0X0Jgbw|=>8^3rFiPbq57 zkQFS@2k$K_ZI~<)t5*2>99AT)X`eVpLrY{lefVAADLV0Z)_5_MsyS`6*yH!o6 zWBg6ApApizT9MV9Bt`lsE^pHHf*Bq^`}DbU{dSAD_GaXGXcwC;C}bu6yBB|tAZS_F z_y%%pU=t_$fZ)eM^<2TotD1)>#$PL%p5KfcYgcU%EAr(i@-U|a77V>H5-aTKsQ)8V!>O`QMSwy%XUDQp2a8Y#B6@f|QM!~zI zq!<4y2ou98x&bxy16eopB>~^yZX*t|K)I+csBNWLxDfz@wBEqU6DmA_Drw@UVz~%p zpgvME{c;XIR!s5t*}f`TT(_|ug+dGr>o?V#IKV6s*0CLmFdxKy9wQAVV z!i;rU>_w9BSgk2tX;B~5vP@62DEUQW7zp5pMf0LYSZa6Uo*+T19cWENyeSRC(1J~4 zYs`VS)F@QW;1rfkl%xTC&@`C%E{jrHOf~fc*f=E%YE6)sfp?CXGk({PRsxGx@p!7o8VkM@rsqbVO!-DQ9fOmFTk02=G z8Y+4Y0a?=Y!IQK%bLg8f2`OKJpPl%LV&yqXwfc}$GrQb83Si{rF&%z}3G99K+0B{X zjw;NQ63#$N(aTh_^Baw+2@d+T`IzW9XJ`=Nu8r^tpl};bxbOhn+>n%eykovET7NU` zIT^c30*uu#$q1(tgjB1KrY0tXvFNF9%(}x$^^X^M>tWJHTQaE9Z`LaQtK5v z70dYSNRZzhlop{a*9SdqX9bq9T1ZGtB4>Fv<&tD*q`X%aYQ@O!VBLoTD=BfLO*nuQ z2jt>?U`iOz6mpAIh+-~}E$fLRxk55gMrIE^7NZcKs|v6&)Y)Z^scXX(P-XjbWIndH zxN$wrt2;NRGqY>MMBNvcg`v-K#&>Q>mK|}u7}P>t;$zfcl;0j*nfPtxvoxGfV<|wn zq*uD0jePU~Lx%wZVgkQGZ{=7ef-1FXL1gJbxa!$U5+nT&M1`w>8ip{yn=wb57_2)- zAsMPrw_Jq#2;(0wPpV=I*#qmHnY%ix>ugCAO(m~6GKA7IKgdv+_^QdHhWj-LPuh@oi zTNzNk!Jx42BhB?3?PHLX*od?>O)%}a9%KZ5FG{UiKPMm#CZ?GDsTB5PnpdB*(i*IL z;HyYhr4!$-24S!<2#h5Zu^L!Z5V^{{5GUm!iREoXp0;pfS0h1#nQEnP3cj6+7bJ!7 za!tT7>@W*SEol(B01v*9E#I%HjnHbks8j5KO-73qnd+LO|2K+YfBQN9%Ocp{evY;O zJNz8~IrRF&TSA9_@m3GQ;AJ#!i_lOo=!&--F0Od1sdR7E{dI2$*LY&@tTg72nqx^; zY9?!=YHHW`%EVwFv9x>sy7Dn?uKuJyi-}&I`r9kiy4jr>p66<5phWs5Sz@ci>L8PV z#mma;NFYKRQcdh+`PAJsE<2Opow)z>@!X*5Gd&A6(3;*=Ic%Y=&)Rtxw#N{i~9|A5Aj`OZ#<# zR`QGS8SCkl(wl*lZun!aMOk*S&r!gaEVPp7wtD0UdtX9XtOpg_FW+eYlJ=D_HPYd1 ziaVnCBvphZhtTmsYa)As^>a$4XDk_$kvf?PDjrUccL_XQpaynDq8lu6C0CHe_?`oB zbz`VWC5n8(bSVKYNqI38faZJWCmSUbcRG|D|5ly5RHffY`Hf4;N&y4=EG0f!$CUv% zrD09q$vxlxu!q+)4m0J zZuWE_ni8tv8@r5!W%65+F<}VI8Y}??@M;2xe*IJsZ)&S#IiOnA7P)*{7M1_)iBJ-R zLsSKz5;0vL|<^qSk+1{W(jfWKq}N}cMJ}w zNkpy8vK3gU7VutBIOqwQ9lMXrmVQ$~D7jdViSg^JU|AQY|woi zVviIp568R|n!Hh{bxGxu7tva%x7w`|`x~eLCUg(FU#`Kb1LY30&n%t zUZX|G&%wm}GNTF+$#ej$@=QbuF6-E(ex=V;({6~G1!?mr=cVZD^zjvo;L7~Y9Z?z= zh9s14;-Y-S;k@dh-y64^yFE0vuX#n>ayje*-r?tbT5<#|WER>xCu0s-zdtmku=9Q! zfmaSC>Ro>|;_~hdjLwP7XhqW~a2+q;`9RP9-Lc|~ZE=cW7l(t#jM&fOL(5p0yTIXv z3zgWjr;=K~a4G*X_J`lRZ);^T-$1T+HLq~Iw5(_MiOVNr zi?`immZAso?&Q+H#=`9E=?lfLo#zvQ6YWLcU+u{LIG+r^-BI!{2)zpba@1FR%*eKZ&8k-G#BvsCZ8>xTB0UrqRG+Tx5a@OIw#9apm0T-8lHmxgquPmsXZu zY)5wP!`V;@J*_t*DQzQ}*Q0o-)9CC>cr2P6izyLCn2a%x!*Jm&)=Pn^K9cok`M*a+ z7Rqy5-)6FV$yBR~+Zql!6>ZUO6?`Bv*}mEj9C@ zYY(}Le*98;p>WVdH_VdbaAQHtPGjTl@L%&`aXI)y0pFs^%R0ovG->ZQ{D)f&7U#xc zb9p>>vTrx>pBi`oO1ch17+NWg?=AFRRxubHyyLqY-L8u+kF;af_J8bYlKBh;ccjjU=R>-%#5L4$4Lz9 zku~FXj0v@ZuAk*2q$$mr?3N+~^K<|82qZb1O8d`^pO3@FCUSKV9q0%y!G*)-I zL>v`%1Wh_a8JT8sbM29l`|)bZCd zBI8P?R)}(<4CJKsqLG#(Q3S2&SMBOm5t%!3+w23(X<`_-tCctPHLiBZvTR{&RIyR< zmMjC3@$II2IVLR?u>(1lp`s%53K~q=tQTJX5;KT>s4$8kRc%8O;uWtpW2ecHQeexT zv?cXyTEiNoCL9YjJ%fZ+Sb2X37);A5D}n_(lQFvLcy=ICS9y9G*va!ijm~#A-nfz) zxHqOz5zqSjOv0RplEoWqCSu66eK(tc8ec9VSbjG%5HzKaGM+LLz9f_aBxpQ4eK@iu z3e*RsgLq$(!nQjp>ju-fm!N!0yxNZtF~dlFze6uOvkHlAl)cpYX1a1hjJQh53FO|} z%GBaOc1IYUL6&hcl9eY2bPvi!+JhF~N;an#W%L!S$+8-=ks+Ga5+YZ#@6^~|l$^)O zZ+0-y(XcRZrJpP+hf1W2DVy_~a7+@Y5ZU@3*kS?4IXVg&lMdW>=2ZLjZ5c#!w?X=e zJ6Mc!q*yEzPiN~^!{(092rY|VUKC};;n}|3tsCN5#>pfO07rdwBYM!GPC8wKiQe3n zi9NZqhNAjwrd;G{w`sKH`Wd#$-RcMxX)+|>Te5_hShCAg0iw(VLkDX^1cJ}Y+?)mu zinWrfv=lDW(1Ye<2yza1a{!BikL=)pVLacIp}>s1xndduSG-Olg)TSQjp4sPmv%PH zD^Z%>MlYwv89y}4IZIA;>$I2+#Qb1dMz=yk{8Wa%%k+XSK9sPGRxhVB+c;m6)dZ8b z_rj(CoOY)_RCGpliP$t*QL%E6m(aEtbEGC&Wo5x5TOmP-#^%LC3XueG!C=#uB87xR zP-9}#K_6*hNgn}>HRpBXdjx795UIkouwMJ3-eW~ODqe05Xr7;zN{kfGS4~9+Q``M4 z?fn!H`;saNk;ovM5+zG(qcrEQsw`9Td%WmKp;>#T4wccR*yaxNoGY_uc}`StdDjk< z{2M~KR=I?su5>(4166LN??Iv9goH~Xw``XNR%-RD z{GTk#P~Yq@XbT(m>#j#Pn?U=f2=?&Ze0R|1>QGyrR%bZgQB0U1PwuVnR<|<Jb;xk$b6RxtdA=sC2s2d75 z>voitJsL&4ru3W^cgQb6tBZ%~b?opSXaYnsXX?25=Q}rp)yXxkaU(bh*BkT>X3P=b zsQUUnM_y*41^eVk*q+GHwXbIS_NVPR@k2sRNk3LK?76SJgxt_WGwWz@M`m12v)4?L z^|r8tEDbz`E!j53=@LXocUMf4lZBiP)kIZ#X~6AL&Rz(b*^#et{uC2|wN_eoq~c(x zO-yGWM}gZV_ei#*)n@2&I>h@0WryN5-Y$Nvo0D2|auZ_2F`O|O_g?N!#cW1tY@2ei zuHcD9M^4y}muCUQm}c&wD7)!vl20q0n*CqkHaW7qQK=M;b{CT2Tr;^6M@UsJeKYLG z>(>>rrRwq^C=0`#?CyE%(TB4UR&&#|r4>#>aRLMzGfmw6>erQd1qjymDR+vpot!e| z9&Z|wY+*UqAa2^+oWk$U55K5P3U;ok#u=UW&X{T7GAi+N&Q{0wg-K3vWt7bD$ zYx*zF+U<>l{- z;5S9J)9iMA@6H&wSi`GsJ2FHiH!;N^cHZb_{w2efA-F zu&k1xf>G|@CEDjPELc&0?AGZ*{Li)O@((B$#iY4 zYZ%?&?j*9NpS@$31)KFij^d9EG|b~L1N_T&^O@k9*)E=@G!2mT4kaUQQ2DhsJK^4? z>D~*LO9pMjNMPcc{bb|x?1@zZgMTZhFK0dEzYS=*A+p}>YOpUiJl@iM? zmCUJL_84gLn;tdpQW~8Q(uRV z24JlPe3fEX`(Lz)PGA?`s<5|P@YCL$^5)0o4*)+_HcbFsgN%#!{R7RBYB}XJH121! zW-s3~1~_*C-h&LQ-;SB53b1ZF*#iPFf-Kemk2 zQ95**+S9A1mi7xK_n2Kco3UP=R>41jYDmyEi2>@~UDvfVZF?m#tOP~Q#>W1!W!!gf zf99qnePzpFzmss))WWRj-^#k${5oXn*<%B&<mKE9f7iUx`5sdV4fE z19T0zeIYHBK@p|2Vm9>nYV<3kUQYk7rk1G+`OGNf`~69`xBqNv?N+Z8Ns3!2 zCay?&FZSK{rE^WKJH)93c+oU(TZkme?7cK-_-OGDw|p>L^TQE3+?U}!&A%Lm>?u=u z2I+TxY}Wqf14QzI1<89p5L{wu2*zc*J!xKogwlsStK^bY0xs2QpDir$H0buXrXqsV zv>Q2E;j5X++HTXIy)pR?$tc^g1!POq25RlfVmNBd`XVkM^&b{Pk#J2B-_Ov8Q{oES z1I(+&irfg<=lw#Q{UTbY!i`kz9e1Jh_p4|5LUKgq&uJp~b{p3>>Nl zr6}lB%(gY)Gis{cQY^6&gkIV%zUHqvDFruWtYGxcTtYh4e8yXpjzDXpC}8=JS;9u3 z;dQ&!P7_BSY4%Ppe2hto5`@a05z{VVqiUy)QMzEW%$_s9x8d_>PH_OJlsRLaP$RE< znM>(5D`Rh`?Ut)7cVvCD)Ql9s@7T??*=ktd8ZF8W2HJsFeO3EP<7EtlvO6S40b*G* z(zOOLrf9&eSjrd@>7p7cxwr(iL7v8_`|KDSC=y(;80VniEu97WOdwWss+^U3<$|E{ z%aZ@4g_m`}p=Cu8gGHdKy0sK`pZy6noOVNUA z<6^#w7_Nlewm#|+}dYJgw>Ws0;Q zunc4tyGl-v*$PfuxWm@R>ODavLu8vG77d-ULNO|y-*gU z0qS>q8AU_o2-wwQatAlL6FC@h1fmB6>HS*@PdX6GUMyE|*R zxSk|;LX`JZUNcHEdN1Hwhp}^l4!#1B2cfrUGwfRgJ|@m{RfMx&8i67S(TN<%!J7#} z26}2RWXck~oo(K#g8um;J>4ukXNZRN)C4|~rb*GH8TdOepfye&kA501L%YfY)9aK0jQkYQP+O`L$XGzS;YIq-aV%vi+?p?Z*LhqzfUqYIx&q&5OyG|pLSxeu+5 zh8t~{+%7ZT!+@Qk2qh9dWUmeoVLw`772;(MP7JH!qGz@OI`k7&6d+R?%d1I=Y6Up- z^LlH~Yhj_mV!xeaHrs2+|6XGL?{>8O|7)E*;BTG$|6Os_zay0>GPPs=I@480Yfkf^ zTRx*56SQf?oyzEu^HO?duR9_oU*%Bq9{<9$bJ5asLYFI(Job?m)gC(EL*6N(Un}Uf zAg7>hwDHk{&QSbLsJuPbLl2ntjN?WM)kB)R#-%5nw~S8)}4KZUYD#Ni7IqBxboN@-%hltC*J$9)z0_qnYUKh6(&1}WB_d+u3d`XGw&RVvC%E) zTYvOq4@s7+0nw$0*in5g^>WstNFmc6tzL9)VE^!=U_eNFMuECoWZwO7ppDgnc*7=n)sx^x8~%^Sh!8yogZ_>Df>{9R~un zQ#pb%8&X)wgECaSMT6g#v#{Kf=v+3r9~UuI5o)a@cduz8OKyhlCOsY9*_EMVrhbdI zwW52zgEv5QkNg&v99sRMiU%{h{iT5v#;VN4i<`A2trma!X6;QP!^UPy9$qfiUQpC> zlPe9rc$uZ{;KAEczijB1IZ@$;%hBeyT<@y}vBZw>?u6LRLB-Tw?43ANuGkC5IgS9{ zwP%<6>cAeC$q0_$F*bPn@_2w(RTrG;Or&cSUE?zz=A9aCLbUox(6l|-<6bC~iA8tU zgoS23S!mEKg@jRWC|%9HM5KfFXD%99Z6gftcHXo1AJeZCc*%NaZ~s;1c`we~jhE16 z>C_sEY^Ay-y!Fy{IFa^Eoei}g;UW_&J7S_T1(%q_zxPcrR`rWv2AIasCb?_|drQnG zc!wwlYk8w5S5yQN4lNR}$(`#MIZR}5OJJn+8N0kU86-JJiRNGGNM6PT0wP{rvP!jX zTw-1Px_GUETF{HybsgS8DPxxERRhaLejJ7T zOM>x*>T<5ygLf6xb;rkVq_>v6SE$QHuR1rV%Kx%PxaUlMwB!gH8+P?9l@M9f#PmhYMY=Jr#YQ)?XEoTjDQC9W+kh5J?3Y-F#|l^R*`1tQZ|9 ziG6Jp-w0HEUa_aN^w;&@v1<#1h@td_Wj>Tc;JQqrp8kkd^lT;5#`9%|u%-AwDjFea zS<0*HzeIo`^PlU#cMDh7e`0~|aXnYpe>c1JB(~^gRByslo$;-MzjC>nM%VsiR5Yt4 zio^Esy+Jfa#j?qzMfiO zI(Nh*>1HVbr*QtMbs{y@cgU@#r57;F^Np#;=%uoy1y4tLXce!(91B0@tjxFOXC1;< zMcSLkP&JG^G_<@cv9xyR`gM!6F%j z-)8%<(rNp2pJEe!_5c3an10hred;d(JId#ef73*YkL2M+ywKBu8(jYuR1xL^HjKUA z1l-rS>R+`!yjoC}_oe$_%tX~M!c7}e+r@X6F7jz>1Q`9lid5o63a;gLj&|V587Zq+ zc|#*(x=P8(>nfvF)~;2QEhm=yoRs7pFqD#m8;6{Dx$$Q%u?$=^Uxzi@nr7DE1CuU& z^*BAFLFp?2g$A_}uHToa26SJ3B$h^g7K>7_Hp&(0s z8OyoH5r2x4cFBc4tT3gIHk1Ic^+%acD7wW;K#Hlgf1b)S_46of##Xd}TtTr-+0w`p zMJc4o3WgFjmmslW5v^d*Vzbxst8Xo3_b%$dXBi^P4gHq+5qmG4df z31yR?s=${(1>!wFzEa7+W2Ot;R5Kd|af~)~6tZ_li}#y1kQ#vI;0B7^mAk}hw$%WB z%-FI_W7%7!mA_(xxmDB+9nw`ZoT(WyNlgm$ZFtD_s~}ROim-|ZZF*d2UFUS{{b%i4Q3{OfvjS|^vfmlje_Kv*#&4U}T-mutA8em%?W6Pni| zA%`4bv;)qJ!saUMasMd43-VHJmz^l6-|~ z!BuKR=ug6k1TJ>HW5|GB)-ULX3xcw z6tle0D_E}0JFiUP6Z3V+3hzkyk23gcSI;Ry_O;00zkgr;|2<@v*9gd%R9i~=qsV}K z=3_0TgK?DXY6YsTWy48y5SNv)*7DIbRzxBbs;%M$jz_=F{6$;k%N$|5@d8wP)$4o- zpZ%2=?bVaT@=-UK)jDdX%2jcE7ULbYGu1lfYK3ZFt-}c!NI*QS*TM-1iF>Chu5~>R zCy;(YC7d+B7T$L4I`Ms{YvJKN)N?e?Z(^ShTqAv+D6rV&u1G+CrJkj z4HjD39O6XP?S~Auq(;ei2gt3nJUr-W(aJ?REDt?;&%js~IQ^=rp4dJ^Kcv80Ex1l)%05|kia>DphCD&;3&$D&zB)f*pp%ali;uWOvRKyxP*wNcO|utMm2HuZ z2*%aDwK`VW?HsFKhAP9_{IcPOOe2Qi-ITEjh3TV z+Y``YEsaIgnk~E=IalM&O5?K~95cjAd`J(sm`BZ?e9y&YPA$JBNU5c;3BMJ#;5zpT zAiQA4N2BcBLHp?7+gre8-E{l?1^4goq`Y2I*|x4-9(;cvPAYizA)40XY%QL<>1;h& z{P1ieT}AMGGt=1Pd@I+n>3sWYI{AF3Bu?;Rw<5>mVy~vU>0-a((c#6%mQleUwgj`Q z0efAOP2C5bLWVyq`rfk`M3I6#`^iYD5rU_AL*S8#>@he_3ERPGs2U<0NW%#I#ZPoNP;` zAE;(eaX%Z${6Ug}cr`niR4(e%NT7qwOP$DUxp&XwB5VMbT8ZCjno3bd^aj|L=>b~6 zv3=;!Ta$tAZ&?*f$Y5%Ytnb85SO50YxTn|{V=lksw3K|Qk#m3mjH!(3UVh*RG%qW; z>18Vff^A2@>`Q2vXR>&V zf-((4;pXeMU-${kO&+W(_V2BcJa7;Rzh)dOU95Cnm=JU~^2QR5v?#{)gzBYX$LOe} zY-?Cd@_LBxF-s4WGW-tl`^xDdu6DTBIRpiZ{7-SBQUFYx|v&zx+x zWOLB@U?1--p{E_>6zoKu&AIobA*VLRn~IlObB!25<2Bv1zDJ@C`y8U?qUyrrW0OUj zZPA3k-rs#c$X+a&8Cmu!AM&g$YbX9*Y2qyR-Hr3!)n7hJcArWGoFm^nzL$|>1?JV9 zKuaM*cS0!4!FkKIQ{VefN?i7L>FMK97bI1o^U%#AxN;wXe@cX`Giy#@jU3lFl*<@j za`z=+r?yQ?G527pg=GyVzt-y%5aBC|p53QeO}9&kKi$4QxS$!Q+){4YSz*|pmtiaF zROhTVt(h{qkVoMle9fJUWvLA^Y5)zpHD0dZH#!R8LfLz~Dq>f#AKfS%u9LK}=8gEy zRyW;Z$9ONE3&xNmaeGdLMRQBHM`>)}a@|AF4R9}pK|eYyPH%rb zS+<#k<|%gt%C6p5Ptc%aCCRf`7CTP5hO}eOQZ_4L%`CnJzwbQlN>#N5U~5S(H!D`9 zY;6hJzYCc<-tC&_t<&O{3cu{PmFTI=Kr2)HwSJ&&UrG z-`WwxYg9uMBzE!cD|l(k;UMEe)PvtHDxc=`_<<8|T`F>=<(wy-K>K-iAvZT!5#NJv z`Dzk|D6;V@J3a(#^5`j1e%>}Ad?*yVXANI%`R8S4>y?~C$T ztZ+Ys+g(1942qyyrbHQ)T$2QF7O|<-C^CjxXB{svQEXzV0 zcKs39Ga+?o-s{LdAQ$%DaRR=MS2mkk(RzG4zv|>z`FvdPHryov|!p_zX5X(8e@Bye|Y5( zL}L`&pm_N{Yzf&mRct;~Db)OSO*Ev)Q816)-E^L3700Y-cQ2WW zjV$9K_Zp*PtB5)Yb7U#4?RSw=e>=)JF;u3vg|SF}wQ&5=-P>eA%xj^00Z`U*bxt2I zMr`=SRM0xucW9KmtdwyQt8)tq-T;JCDvEKnN4y!Kzj9xw?gC!v2B7}erj!53;B#Y1 zBKWkuZ1hCrz8cBKih+2y9kZ{acyeX!kg^%EluLG2uSr;~^lY7noRYarasJZ6HK4%$ zXuHcJ%&jRsn4xC?m!Z6Zxtk4gZNqeK%c;CweF7Ut+R3}QA?r~^srOatVE`}zX8Jr! zTymHbaHYsLP;cW%tO07i9|ZLv#1EmIrx=CyZeET6(Fqct&x4`I9M)FTci-#6DydXn zk;tX8Depul#ggb)<^U%|g*h+@!~}-HWXd8crVV74_t6&aM`6fQ&UmzfCbh0Jm{r9l z^}{1zK&i>mtn7hbbO_Xenfhw^7dU9BHd-or)~@{|Gwr*CR62*~+9oS8FHkG z0?V<934KvA+f!7Lu$LmA^P|~JU})7+La^HsusBVdR!NwDnK8JnC$*N%!EK+xeQA?Q za0ZMSQL-COTa_?MlAys5TZ+cu=m>D3gt%9t>UME~)A5-(Q3~(dmF7yJ!%->YB5L~s zv88kDL!FFdB+0A0X(2>5EKAfJoLMxw>A(F1WI57ece9%8q=~4|@G~?)g^n|!^OKqQ zRMm8+GCKw%>-<)f0f?zBUV467{9(M;qP~jfK$e${sX4LS@!g@NdT8zO306HDmWj@ z)A}VU92anV<&hx6K=hmqW76)WstNtlB>up~7g?uJf6+7Kt+K*9FA(eO{8jd10_TdE zJq(LJat+Z2WT)nzlvTV&RImiuZ+ujwM7S(6i=k!tR?)~d3FZ2J-Bo==ejxP;X~y)P zIkA6&qms1?$_&YYiK$TC*3VNyanaYw=*BqYEf|)?E_jtb%3$x*z$+XDR6~Gb^0r z9AsaO_X+&EH^7aT=9qOsW*mdk2jDxfe7C0yZJ^YL&Ij2vxW3W#@b@qPeZ%QV!BnAP6!RhNg9R)23^8Pfviq6))@=XLrBnk=oum2UDDgC84 zRA!bm^ZuhZ%-k^QnMewWe!FD?;j@iSZBIS>Bh^^iUJYvM)?j#;3flr)cL?7XJ@RM| zIlT3rcVYTQO^;K^3&GCtDtC`xhS!~%zJ`@QV#!r0#na=D6Owp(UL{Bs&yGl&G4B#g zy*+H0Cw~6Nr;!JG8bWCL@ad^OqR2Nx6dx~N<$q^t@m#f1;-j;cWp0^iG$lI!14)CQ za2|!BFAO`j>lmfozOrvlC|}dFBM0Ot=>vn<-s&_(+vuAAvh3)I=;Uzavnh4rC>wM{ zHnM3sYbsuj>o?8>PWY<+ymL&mE6Et)8C&LMd5}p9B=P29QA#${ywaZ9X3k7`GEbjbXuzhKJ|Pu)nR;X|Nh`}*y^VLeAKI3jSf#!4buDt zTFYj^>+-8iZ`hfqCJC&^pq$qyAL!34`pDAd?#Kv3q<`K~2RUaCA&KE|n&^{yMrGV`nyxC0d5f5(%^_*_tJ@aCzTKytj(NifxlWms{GC@HP zTwuy9(@mtL%n34+od`0MG}8G*WJJkGSE_U`TD;Fg*_+p<150ICS)A&28iXZhk>646 zBbshv9|Sr~gXym}!8&60KfXW~egh`n^QaTo=kbV!OIN-Ug?w?{x%ndy1)2XG0%LZW zK8=!|S@Q@)8P-p(yF4AnG-E9}-zh?g^{cbA6M%&!U!;SKWXFN(NmAqn)QoIB*9{_u z)yKm#a*FSERWv09m6j1k%~ie_t}B$WOl|Q#v;DDv(3eoX`$0q5*u2!hRsE8Y>jwJn%I>zgoO$~- z3EffM&HSe*1nOhdE>_ z9*q6o7nsrERZ@=$e(O|r`p}~vk;HKmd$#htMzWOWdsCAYG%2rMc5rFs3d0(W@=Nkn@+;x7%|^HMT|b&tExdwdXDTpG0TDPRZw* zVZF*Cl&R5`t_K-RjnMG{iGw0#x4%4v-h$O&ZTzOo*?xYK{j#<3g~dZBLKltCrfd~j zs!g~mpr(+f!jMa1{jK$h->1u9q*=1j3OVFZ+R=iz)>?_~N|6!R`_GW9c>W)Xj9?m% zyK7`a|H)Hm+WN;+_~u9EFR^KoW^~PyFU@nxudXzOKA*2s^Ks4Wp@Is_nlf_zQhq;0 z{myOUV77RxOyB#ByeFoY_MMad_$9-F=l`e3g?X#1)6*LF)xF+`;3a1pS7)fy44aTQ z*HsuSlr6O*b222Ur`9aLAa6xA)&Y-1m;Jcaad?e^ErM_1EaG8nwJClzPI zk557hr`kI!?;5q%9!S5{>YPk0yqnxJZr-w{z5HjIOCUkY`}jO3QN}v1{S!uSeAeN2 z=*RUHi}bsWppbO#bKRw6k;71su>-EEgTkykb1iAYN49Yr>Y#js^PBhWuz(xL;jJt} zeWfoCSsL1Zu?rApKJ1PBYFIvWTvU89TGeP5irmWnw;oqqc+or4JqN$*-i7WjhpaYv z7cTdva(-odNgXfbJ$m}7kcsv90fIn$q45+(JsL}Vk+zid`N&=B{LUW#RXDcdOJ|7* z`s2v(aW)ePy|Ea+I*hnY7eOTv0YXR61V+&1Mlf_oFfB%~oJFwGMS>+FIsQX*rmKv> z*wRpI*JWkPCBIeM3&ElasjXi6z%t5pwB{i{arCP3(cOBG?h|(#1V9jt zas^Xe=o-JAhtglyZ=*Jgh%itYv$b%tfkF_(ol$rw(BaI#ipU12ENM%t*aik(r?oGd zF>KP8zT_}q1jZDynRMu5jQwJYFoulRUAfBmBgx{jY#-L^MpIlu^)5k3R)3)3n9&0? z-%`0O02^ySt>GEyCTtkLibT>5BnahL3s0LrjEMop@<$qoZncZ#8|YSu%7^mkjVi#4 z+oKJD+T9tL$$pij{%|#RxP`c-;aBL7A(h)$!Ra!85rDP=nPf*hC_+gl$H`7cg4b{c z4FFT3r|jKq&2`+^sxD+Blf|CRZPJ%lGmliG3QY1it;z5EIw;EcYjui@p z;!u5Y3RJK{H9PJ5eQT_9#@=VFz0cbJ-oNwr9Al1aKKFgy9;v+72K&^`#>a@Qpfj+z zpY!|&KDM8Z_=>@%3{oJ&BykufnSn`Ao7sq|idY)L@p=`$fVMm8%x>q&s5pYX?bXlk zL)F=)OG0o52KGb)^OH2*Jhm3(I-}ORBP%#XxY5U`1ubozhg|k>o5{^h1^cIUanOQu z9_HEQw_8#0kW={@-d1QZ8_!whFykHIyH?F1f)?t1R+4H4KGa6G!|JaMrNg3(`&Ll2-ixSB+f_l9&M>0OM&D+n%-LCrSQMkvQUf7MO)YeZ!zno6dQCKp24 zgdyA*p2kZZtXfZimX{z{Y^9Qlg;pa!DrlitvDH`{pIy%HO!ds+CwU^I5b|!>UGITM zhtwPW9PzY%o|2*1lire7zrvdaT(sx0@0dtu zV8JCe7Y8e37%yHS-0BOr19Y`)Td8EtN8M{0xeyt!%9MG}LrC0OYtPr@8Y8u~TJ@(S zBJ4=-+d`>LBG+>ZtNtRYf4>^cqS6rN0F2k0V}KX=V)Bza0Iwqq?FlA$?jMY z%LjDdCAu%d5#Xd!A1rFCnlB-{xqG zbYe=2f#Bz_rSUB;c`cmiHcY1G^D>sezZMttRlLG>9|)FSNTYB7gdY z8~OBe=hhT7SFwU(eT>Jo{Wk2n=NKdkNXg+#6+mX*h?+_?Ho8@Z+PoGVvD-`(K6f-M zEs=CJkCZb@7~-)+1;*Wa1tNZtDr?@aQ5V?r^ycEt$zA<)Og&XpnA%yGp#hC*Exs;; z)E$wgH?^XsUw+JOH0BC|lKY}_$h}WXo>4ionHFF7sM{&ACA1Vz{2(%bDKwMD{PV$+ z@$V#EiiUg>l#&ECC8w?Xn=>87)d0b1?FCi$FEO@WX>KXMulV&*Gr1v|x@Qnu=Owse zae@+kd7`UR0+1GGTA=5j`d&f8a#GYtdLh*5J+Yx8lQ>N$rV5=r9zD)8tpy;fhN++~ zG?fI`J<}~>eASnu5M_~in)59NurT~=G`Q&fYU+d*d~peCDLZpDT;?r ztw8Kk8^#H*HFMW|W0cT58SUlthRspr{mENhJ7nW4HYQYql$!wmTcf>^n!P;=)_Ki- zr}v`G!EY=gndmWGTd3U-TVZFDQ!zgFQ0MS3+&x%g^QM8c{=n{D$g))vl0jzTI!aD= zr!6Q*aL#C{^OB!Lv6#@#J*PT}v&}+F@Gx|ny%fGN3CEHUD#>=^Ol zId52lmtKD0sn$s;eRY}tW@7q#l`E$q|J{DQKd}0lg*9$k;mQPVTmIVAD50f(*jHl+ zxfCL^3-q}qQTec&)k9sQX?P|@qDDl(6yN2uSe$VeGd8%f}4Vc>5JSy z>WiG``*(ASwy!_B3?Q{=W`z4~D=u-QsddOdQ+fyBJf6?|WSw)|GN?+cPR>xjs>31~ zQ=%JG`4Ou^dr4^>JSe%^lB%UuJs-yvE~?Yx<<7jo?z|+kbmdi()#H%Vn-&k;+QNJu z{@d(ss5aA>5dO#PuKE*J!_RdI(%1OVuVIke<)lZNLSN~gzj{=$ftlUf6i0dI+{a(W zEx^^r+d{(PnY(856&h{Cf2%LrB7Unce#Z*qe$~b-6JE;2P$|$3>f=wvE|NI*^xv_< z)7iTh>lf}ww^!c+ZeAMvxNwKAz9^=vFRo4?31fxuM`~rd{Lj93&-NeQ#6aGyPeil+ znbdl^|2*x!Ka@VHwef3Lb>>RopH!ju;`6WV&-s>fes;V^aTli2=&?ct_jKo1@*dgu zySZU8Ds_nY!>`HALAM;<`^)UG4DX+7<6T_87jd8haZxgq1Uo&Bk9u1VJ=^B%;1+xO zD2`1B%JE+#Cb}C#r8>Z?%{6c@idL=G!s3UkBbrKZiRCL_&%3I<><;D>F5A@zP|{ZO zfr*BB8nY^Bv+}?px?XJt5&3F*5?sSDw9Ot;xYI=n$j9D6G9^0;Az*JIX6{UCW)0DG z03t?8pSTY1pWzyUB$_8WZ^4zm)ar_?n#1;NXVJ>b(=iTfmQxTXtsR$#Q{lPd9O|?P zGy1Z8VZ6Qyr;Qti?B?d+2(-28GTOukn&Y8t;>d6DvX@$tb;0_=D`dt_xEdy=i2zj_ zM0T}0*FZJm_$;3;BFT* zGKUq^r_;AKQdv4<#iErA=nEws%%&!>YCG}>8B}}XY$eB)Bzh-w^eil9$pRfS*i%5O zL$IjUzJ}7iY^$fBdvT5F=6BtnO{ zz~oHguLkoe9>hYPTi{ZXl7&^8ft7$xw(f?`*;G=&6Rvl6Q|||RexXrPx%sv3aY>yG z<8JfFe1yS$gds3G*e5WDu0eY?>6AnU)8>84`*~=n9V91L|1vY7!IrZE5++5*r4TJK zZVEywpTdZ7q5vll86wj`Cd)?YM3?-K#DHPAe24bgC+6quY_77JNLb{=1uM-1Z2S-! z^mh)uPd1%4c}GDl%}_2NF##>WI==Xn1%8eNX*oRwb_Qxql}2qIawt^eTaDB?3a~XC z8@PkAg=q-6iB)=LYu4HzT5w0`!e@ZA*j6>5jYDCh?DUk8sHX#-04(m{ESFAc2J`x- zB9K@M@jZZFlB$YciYG)Lw_nmQ!8O6}VDu$LQP1cJZ9#$)k=jH;0w9T-iRuoGu$+9` z*c$aty)x-WvFSeOQoGP+PnYkKFhZCH6GYG*Xfd&h{9NbpY!7)pDc8Che+?v8RFrl< zRV%as0nIP$UnYELylTG>$iQL>lRUoi@aysGpY%iNE?g6Ua->FHdp)IhKivQ3SGBG8 z$T?1u2uo%Wv$pA?q8`=I%MKC}MpW)W>9rUsx0VLvRGCc4V)^XCDa0Z;zmyf$aw=I? zhW7;%@!>Lg7LjY^k*Y4^X}w&7s4Z&jLa(;DpJ}N)*iBPPc6<_gv2vysnk4U>mq^RW zgA7Yg)RuWNc;p+oR*6(~VKc)DtpjvMTI9X9}Z++c%5(*!3x1>|D+sldKDBJL76+ z6tOGF2zkwL;4P%{liQfCy?t-=cVN*1=a+X zdNMH*s`f^>K-c!7D$;Syx4y+2_j$GJyVozxs{M7x)&pE{{j7J(cJj1n~`D~jtxbL0nA#}M+n+y*ply2yvGERxZ-MK>MigbTtM;K^pY3q(JSc#@^ z{#Hxz>tfeSCUw%3j$Xl{z9wJrNL`laMW?DwiC3@=O`u-NhYyqR664{PfVeKBDjkL9 zxz|=fai`fn5}g-Jt93uNm7?CwoN1n@ATWGkcgju`# zvJ~$YRYhdlUjkQ3)Oq^431n4`b*$0@57~9Hu1LOlUMAteRjGcaIawvKnn& z7RooCLplCJ5nCDM}Fw42s|NU1cIx{JsqF1rbjYWjZE`NJhFYhkS%QNWfRn<7P z(k`+h8uh!1^~IXLhNXCM>i9jbS-xujYb1fDgGPf!z~mPFBst}{Vp~$YyZJ#+(MtW9 z!mXz%A~&TB-2STS4A)&%lr7ACwPa{}fBU3{kjZfwARV7@y60<8`^qb+t+WWQaji0c zn3wW5_GRzZx*{m;3Y4FAw%^{I3J|o*w>VkZwP(A@tP-;+V@QhLJ@+&$*S*O(H}hZH z!y~i&1IIC9qGyN_k7!?cOOE#1a^7u7{1LJ1Wq@2&o%s3T7-q0K5y3f6bo6(qF)T>($pSD-#2H09zJEw zTE6c-ehfC_%QaWK;z%_qp0o@&fgaFZPyKouwa;6E9_Si$W?z&wt8BP)-_kYB;K6SX zyAa*O9!1&k?T`FkI;21sI#`36Z#V2;R6gksJPw;G9hi$=fn^|beAc9k< zPe9cwv`sb1bJ2o3G@X&lL!DW_Xb9`aBD?`p4^YA$<{Jjps?B(i?uqMebAx0P!Wp?T zl$0`5@kZ`I0Tzlb#@4EI$;fudpeg^Hc)}UA zCOQpt&PsXMUHzV#F>$Hqw>oyziA5mvF^TqX@g6+}GEdsg5OaKv2kN|NHKRJ@ zI*rj?Y?3erQ6EER2-NYJsA@=uD>-32v?>YnaK5(~v(tlWCW(S;)pEM=S(EYDP6i3+ zN~n|=-+5@B%#+l?BMOC)P*SZ!+|f8ak^5oS2pF%P&t(~qDxP`ZgxwVaND9N3%}v5% zaxB!6Na`9yz0>bSGg(~9LJ(d@sKz#@Z+C4Bz*c|l%K1sbRj?k2m8c$~GJ0jS- zJ3q$F)X)Nv(k1Y)$b8;ItQct8$Vx@Dpjz>E+VH}r5bC`?0j8az4&qi3@xrAuhFkegWVL>0Un8oB0HFb>Wt08-9j?Kgw9M1)|j5^LsEU)BFyV=Nl_&|pTZol}z9ecRy$X@JX09QQy%%P$h!~G1tKP{xHgt2KW zSJ~H-e1;WTtK#OZ9;~)j^|Q9{)GzUco9Pu`TgymcNqA4-$7<&arb@(=Y*~o=8@@`6 zvYY9OJMN@}PmNejje6Z6xj@{W)yqL3fn>uZ%#|Dw@y?4z{vlPBG9g8^SOjanpZ=p zhvzX1*wt9MHieNa(-Zp?=lx*xqHqk?mHVhbgTbK-TC|9$j(&8mD#Zb57dPyyM6csJ9)*ioJP? zEUAK<@KvZUF>320maj-(`IilBq(5eVd!`aw({0$^;vD|*xKGee%*;8_E7Rp8Z@+yO z!D6&6b5d=ijb3@YpV<4W?mQx33Sl#i88Ir0qLdf`E3Y&5+=g#BPw`!5|BR|_mjh+L zcQV>cDUP?zidJtfj*VO{-%VPB+Y7n`vUdH(B^5qW@kY=3qx!~M2{R5jFXiJ3ukSF& z(QW2?esdhhHE+7I5KeY60(6?5Y$Uw(ozkYcUJ|dPj)ko^JF=w|^!%j+xrCZ7#ibRZ zthz~()b!B!jsX-XmWM)oQvIBLIh1Zsp~P{Uv!g&p#ke zPm$D=Nw=&4>-$5}Pqn{qKJF zNSPr!p~FdHGP(~{GZnCm-PF!1-ko|b&2aXarRs)X1(=jO zP^HXrgMu(I{5QsgK-w?zO;c^6gck~4&MnK|5tpOPYVP=1T}aMV&-ow|L^;$5Thgmo zd}ZY6TURkrmxpfx_==+sk=-=qKJBxa6=Ybu|3`n`vABe3)&UjKLLsTWP^e7EpX%Q%_9 zg%GE0`^hlkgHb@?u2alXK=AARV!Y4GLELffCR1!BSx6Vv$w~}o;$BP(l75()`6*lm zUh({;<-1yJirgdE#V8PrnmhyprQNJ~50QGDv~kg0Y3DY#+BQ5lHgizrl+7;Lrloz6 z`RT!?*Y3#?xTw}g^VRmUoN9?>kV?z2er7AB-gs5U;p;QovH!ME-n(l`kKUWjNev>4 z`&E1?w<_|TZTae{jZaPUrlPZ}pBsQzq+dE@B4VJCnNEhv3xM4)`D8*e+B>;krdzS{V8;d?rJK+ea zmNFUPwIP$UsjQF4RTN(rNuLLLb{@Fuk7VtqO7ccK*k6oPhY*7|zjYNa-~7>4Xbe~4 zr>$~tmeVh5HSptwHDK>oQs}Wv@ZB)I76uDe119S5-$A?^%PO><;Xg`s9eNTk$HO?p zuPySot^#*Z7d}U2Kl3l8`gC1FD9Wn(mX#x%yS(bEM3Wv}hz@H0JBhd0&0YC-67O3) z7q3-$y;xc4)_^6Y{^3$67xJ6`RCvE6;A&32WBJ)z z*6K@l767N;MB3k_^@-M9m~QxWp5wyLhav+CCxmHAF^v!I-7NopS9ZisPU9L<*hM&B zV|2nH=gKkFxMO%>=EykKqPUY?ai{0w*pK2k{@0;AmFjSJeC#ULf($?^gdx@R>`{4Y znmlfDvo^ZodTlefmotc-e13Jh63zm-PDwPT=(Ul;jvMQNxHP}luVp59)3U}n+x?~sa20F15 zeG@Ix$O8ywK{(CW8pX?&wz|sY1zlp5;Oww_D&|_+8aWA6zb(bAGkx(S&`$gGi4YwZ)bV5ofT-$tS=N2G6YHWZ4kz zB}T;`O8VutkZe9^D*^Sf279_SRY}JskL;U02YTZHj@n3Nj0_oRQ|hn+m@uhXVFX|6 z;I=Or_9cnC5Y&DwtM})bk3x{JoGe4IuruWxt3=4ORR%&2J{X$8=9b_Ssr$;l1jC8dTmL^yGuLy;u4<-VnR1v(%cmrA&K_CRI0_US~65bFU7{eX(+aq;3EhH?| z9a=S+=DaR-$I}bHX90qn(v1CW-mD30d_h;gE64nW#a#pYb2*cS;6$1eD>_erfv76QZMmw9GP ztyU#_^yOu8J0L5(!6I(RSi&wXf4<;CZQ)6Xu|ZqHefl()8`%sb3`?|`t;KOAC546o zmeB}^xO2H}{#KH{y*NisFZLA>&=G+tcl0 zR(=9dlYK@U;8&lOvbAF?3Hnw??JKL?ud$b^Z^~7V5cuEbA<<*k|EMTHK<&7=W5y&%mqN@azBZscc zw7R^qe$#lc^`s$!Ti_z~($?dIFk1-x+)w|Wazeq?qbB|{_ zpfhx|o=HH@$}s%B<+vLg@9CSsCjTnJJAwPdcfbJ*B--ZxcI56Kzu!MR^uOexWAyV; zRQUgchmeyQ>Ez}c&U7Byl#hD*ZH;PDfJ`Ld=~9Yn@1GSh@ee*)td8e41(QVFiV6V!zG&ef+XQVn>7dY!#M87I9)5O8vzKpC*%~rzylxgcN7*&)@_2)k-z1ydTG6~1|ihP^(>5$&Fke2r-kNvWK z?^*4qG(&JjDw&b`$~QRPjFKvxVUvr6DqgY0PcyoyYUoCckv5jWzrG|4-!wG0)(S6})9oo0e@Ob#a>G=^h5WSG5ni`l>wy})Y5o%iFh`u7E#&t|gU z69XniD_+EIEza6O6UHMf;Vz`*arCbd2-@%@QXW5+`C z|H}7{w7zDBW$^^B|F7<1tj=&$iTEUw{UbtLhb9Y z`Tt)YqWb=;gVZGC*_A`w!rtib?Nxnl%pLQmgH+CsdBGZW5^PshnL}25ar~a8)D{|m zsVJO2=@zDoDT9}}+WVdaS>xp%Wb+_~rg@}ay0?RLih|dXTOfnL&rd~H`JTQ|`97l8 zpLZuRoEbUCFc~gmvNf25E9G&&Ku^?VlRu~D4wNguaQvO98+^qXpXtH%zE{_&5dAip zuT`cRs2iNpHr=u)$WO?vr<2bo+4d83@^NLl_`(5|b4&2BN-z*-xBQL1(hI~?SOjRN zqF!K1VM=alCuN?dvtDX+s!z=S=rZ*p>?;W`&|5)4jaI z^)2oSN+M_}H@Z(_<#z{(=bc^l1~pz-i0zW?6O6J)66vQ0SU7^Sx7tEuBeAv0q6O_{yr+?0tDBgQk!o;& z?qSDZi8_gT0x)MmD;FhCj@w|9pd%DaOwSzr2YoEm7{!z%CKc}Qpr`-?w`!LveS|p7 zg{RW#ghg;=yXs9^rJltQ{B|F1uwK_j3S>SRSjH&90fE|w3Goj|Cl;u=6q$tt+vt!( z$zW6z1oXCD!fZK>dWasZ%7J5y(7FUiobtS3U0*K7kNfAlt7hwL`DQq z!+_?Ipv**~4*>_n<1q1>T?aYTWqPxhkAqoH5vu)dCG&9vVx7t1T!CI!3I@o=_np}( zc?KRu$a)5~<$wsoVV1NNX}&>;fiRtUk7PDXLSbEoF&@iyVB%{VcF{K&*)8y%M@y#* zer~`bMAuLhmi(Q`j7hrC1V}zyl{0LKf7&5o&yCw6im~dso*m9VwTLvsNraw1)M(lQ>N!xr6J=?;2(&^b zOB`g4&q~k%NUiSN&~f`2pvSG{9BVw}T+hV?_M6*ulyyByfDr2F%?#y=YAdUamClA ze3>KAGLRof7_qE^d+0Y;8{oy=-a`b0>=f+8)e2yda@B|_f=5#WBJuz!K+c_>agR$@ zUuefa9o9pN>p=2NvIvE)wT_A>^Y7-XcFiL1BW=CI9N>OArzv%Q_8QAyt?xu72HKy$ zi~T1@_rDE7{~U(?0ipi{La_6{yGLrjI*e$;HC^+6Yz^`zf!%b`IrrC%Jey314Y>cd z2-biOJq)0s^gpGxP1q$DEJ5&&s>LX2cNhtz}<18*BMe@;=4b!HAbSCAZY z-M;a!>f%l42{i^22~cO$(E28}eB0?P-ujiu_DR0V<$w?IvJQAxK2X&bMm{pt=r;(7 zF@2VR<*=REz6byuR!Ri38=oY0b!yEH-AMplv&WR?0>5q4i%;$d1<{ftH9^PCeQ6Bt zM#fU;yo>C5n3{?vuBVuZ*FmxNg5(1@?}I%9CI4);=liCG5O%I4Z`!@mWv@vtUYVOw zPr)W;pf=6S$O(g>)2HftAfoT7{c2VY&I7Ygv39;UvtkLjk?ZvpOhP+X>l06((r;)f zm`+Y5ogO`47SCgGPff$Rxr185J9fTu#;y-9(~J!aFn$WUM!pbHCN?#@MoXXOHX@NR zao7ZO=StcARST|laCtyxsvvXqp!+be|MxzPhNNAyCb;mF4rBTX*}bHHymn>x$(?v?sHqq7*iF3r8Il- zp};#tEsqk__5w(Jv|$|8YhFsqzNw9nb#P}yHO_9|@qaMykPpR69iOU*c6@FXX;;4N z`y8yy^;k&usA4hvOFF{B+EwTt{8)K7Y5eQxo!GC_TQp8i8|X4{J2z5&6!l#CB8gLV z>gBz$9>p8URSh~kKGO|f*)pYtiayvzJ3RS@y)JgcanAIVZR?#`FA~CHLzi{dKKl6` ze~7}=7;oOH$!wfE5QxUl**e5t@=3$JHsSGhs_<31>~FGp91K%_)?)f#%gI8#ntu>k z9-MR-zOhiX{APqDr277-6W`$_2-+9P^I3 zoOrqWm@g!&jf#in-Fr~*p{U*a@~XI%C^+V+Xxg> zWxl|XH%}nNoJ_IhOG7h0J`fP`bfx|PVh|$$PBSfTJioL-Dz%?14k}I{&rpo%-{dp6 z18iDnk&aQiPF58K-@;^coL(&=|GQe$3?Axc&sOgOI^6YN(CnSK6W&@-geAFPEYgf9 z0C-UK4W-(z5t!@CMcCL@^Hs;QNU`J_&&X{oddgyj8D@-#%H z-OPXjU#$g?^q=pUsG}fmz59`F@`Ej;9}s>$Rn_}Xvq**?aBh6`^$4w!BN6psV)RP1KEG7MXXkK$3K){ zd^diDNB^l7Jr??1ErOdd!Gr!?ErNyryIN$QbRkIXx3T=%3;mA$_VnM?B2)R_)uI~; z_@qv1Drfg9+VSIRzsB}j8g5XQrH*{HrFLm;iT%Ujk{mnT@!obj^O*?G#!b~nzmBw6hj;%gAoSbT z&;T>8w_TD{K9S)55N7CxHQMo~e60Rn(j_T31kT?+I;E`2cRgd*FRk1#= zrmQ2|t}cEzVW}@se@A-~olNU@5%9oc^Yyj%0ql#YAKU_#7(Ewk%Dr%{uEbc#3AYbW zeVbtHtQTUxT9s~E5ueiS?Nj%MM%&RkR3FWmoGXCqvpTXQ%9esa1M#vg)iPDnr27`a z>z;0hbN1J{bp^yU1LOT+JnB#JBI!GD?OGJ=!1eTGs@!y{E6Cnvh2!S5SuKxwb9}N^ zVv0|PT=_x5*+sHJhhDN&+T%SqCu7u%`?(PyST8rjtcyFAsA*E0;?Us1^95zgq|h<# z_&^+`qoO|CXQ05BZVXUs+e3>V@)h@S!HA%GviN;I3qenb>j${3A=_j^8d=J5-A6C* zC}DIS{uZhhL544G@VB&qdRP^B^VMdQbGAYif@{T~LrAVL#3QhIk1|4zTkqrD?B13P z9c8}$X}vOV4q$=*0Ybu?mW2PIV?tt)C;2G9eUMfsOTW^C+rZ_d37OBR|#yP`L@$H5e?ot)u9{#z6WA)cCa70&8 z;kb?~Y|8Akn8sSZVoRv5Tg|yDRzw-e>HJWd&0gRL-aco#K&KBi1{TgPL}>R*`-iJH zq>6v;Lw=er>V39@GsJ2!z|70r^{yY-;jlOrE`v}h(K0mYFQ%wHRW%(X>;{CdgoU8B z6Q2$!V5%+gI}+MYbw3G_4wxu2>(e7xkx!(R%o$=tnBm_RD@q3(AFbqfvn15OuH}*u z(mW}ndg!_~Ip3(j9yp+5NAEAVYn2ZEMKS@Ml#u+C-ss|J?JM2x*3Q?@U72wg`ery# zOW1Z4Jr7669(o=Q{NOkCtVGT;{Vl1ZV~>HpLeGkwO=gKP>Nob(xcscp zm-uxFId?pue1TYUcdUJ>UnSxVv zmycP=J9|#-;0(WL)zb1-X7S*d*`va*mL>4AGTb66%CbXtX4O*WgZN)S z`#h_Dys&spat1)XbW4vyuNp}!Zwt+mxx~(SvRwJLm^Do^z0}jcun}s7FHfyOYuA=$ z$0??XaJdX&QtUp#9ZrqzmFf%L3fv|s7aRKUfwapJ@}z)??4`Oj%CX+3#wzXQmOdU3 zULL9762ZUr3ZS|T?^C2eF>iq_vyV3i&b#shUa;g_t0z-Z`~*(@b@j2Q#@LLRIn+*c z%w6~K{=zM=efpS)OHH2Um)o(O&CX{JE${J51iJ^=)l6Urz3GUHaf_k0Mr5gxPt2Su zN~c}UCmp}XH#wduN)Yos*{J`vOJDmI<~16WisI^-kd}NR!oXQ$wBXBSl!~`Gy^0vU z{$@o+>9n!Yv&OcJvP>1m*7C3y^+>$t^DtTtx1d7^4KoypNoVRk^M#AgFv1y9s{IUn za`jRNnR_yVQ`c)sv`{>dhT|b>1$A}PVw+K9MCA0F#K-H{&=i5RRL!4}s2^mr%lIdiaWdBZewGszcY%#Z?Q2k1 zWzIUKd^=M1VYjIDg*dI5x5jnS&ncRrqD)inmd)aM1?@(`<^$r}ir9{;C#R#ww;QGd z@DC9W6l$I`mC#5y>ng66Dv-%0cVE%)-IK&-kbEWHSL)%VrBCr+m|vc=(MN&PhRk24 z*V0k;*XnoeSaiq=H9oAQ}X!-L6)EhUa$dcMCIw^j_7HZazDdHX+s{H8=<4rj!7TM;@C-d7ce306;j>$bed#Cl-+Qh;Q2k2p|Qha>( z8$%G6b!L^qlRH*#-E9+HU%1T|dcATMXiL_fr_QJPeZMn`k@vfldYr9`zLj#N?-P*C0|!SV3|4c z^oz2ue;<9~xsp_iPZR8?VQ$}F=!TBwl!#Qlv_y@HKV!3({w*C&#(d^04pOEQNcwaxo2(wBS+8ppZWrg?hS1!L(UDsFto#__syDkgWN~ zqVONA!^oF+awOo@2px6g-mL3)G@}D)D;$4Vr{$YbkjYH-AJ$2k`4{V$IweVG_TvZm zm|ouXDs@>Np2F-iiJQNL;MB5?CemxA%&xGkN(ED{TBi?GNW+Ao8Y&O=U#;o_qn+l zwAEi)oix2&0*)+E8U%AmQ$ws}|0LhiFDcw|7`*NiD(f{9Wb7Yt`@^cS^ShshIS=a? z13Fkap?)b5w4>1h;W>Kpji`PNkPf)KwesC9>Md?}*^Fj$mySLEwfj#btkqf>1XPi5 zM?BbbcL8Wi6vV4cY5Vp$TQ9r9TdaPu7>cagsVT$8NxD=qw}Lr^&U#JHKGYjtcx%nM zF3T|QX_qWduzjDvFARx|s4HrFKFvzlz0FBP(&tJ(7b}mfc$d0-i{|S@)tq2Lev&%l z6FhXn9m&U41~e1gccN6=7{VRZCfs2>5SsKZ3`lDFW7I1rE!t~j-g{_u_K`m2C+*#Z_taXl zE++FrlM|n61d4<5S8dEft(Wthz9xq0l4Yr^5{P;6q8!{p8-mx10|iHTV8qb_Rsk03 z=>~)kEH=9=sbdXr&RWreyx_^5By)F286z?Vu0#c2Fq%oY6OI&1LhLZ%h**b~X}*Ro z_aAsce@nn$N1`~m!?VeZ$ksIV4Quw?^a_ZJp^}dAJ}KdgK5}ylp11-~Pleq|Liv5D$HbhI9IK8F#I=uyo!8(l6@cT@uCoB;fNNugT+yFOV zEC~(_cChH;@Fqx>>f^*qcYH`FoPbGt%T*{02RNW(TDYN!Nn6-~D zr}Pj!uw8qzJ_uHg1Q8MsXH!e3^v+U%geluV28`X5@zk6}DI-4}dnjPx6XhCErU#@W+6j2(F{Lq@$Dl6gs{TdZ6M z%m$^)VyRGCe$UKPK`kdt1WgKl^7 zZ&$s8uXuPuIJZiyf=#TtQ;klfrT8_1$Qu*^{k zFZ)h5Yqd=A%+Gk&XRt{k<;ClACYL7G8`?=#$uX&CAwaAsqvuJY00H&hsnSM#&Ei)L z5dj?vpJgbwoh*T%9-X8dZ6;xTS?VQ!mnFeYhN~Q_ZrO(!gx3+jRc{^SiOtq}EyjD< zbN*+2!aq|?|4cEV{+VL>zdXf+Wteu3*}6OauvxvEvORKji4D=}`^?ua_cGpk$ zRkDDe9pBcf-Enx<@zUZ`S%>)N2PeeicIL!KJ$8619AiGWAl^MNeIb}#^Tkm{OG9_& z-i6yenEY?~JC6Dn2s;joE;~Zi`EUm8m91C9-^W0jIf1t$&X&H@$%Sj)LN-e=7*7?H zPgU>k)I^@u&ATybiCButmT)(8wI53;V)9AWACDTdUt_ucm!YD2Kftw@P?R^+rRerH zJ}ZMpPN)O&U&O~KjaaQn0GJ<2UUk87?L6k{TOS?0`s?1}F0-n3;@2P#p_=T_v?`t4 z0r_KwGBX@8d=HK)m7;rJr9P;#Rp&RINb>D5vRUax&n}Eb`ZExdV{;+D5Q9mMpl8z} z%%B!ISxwUsHpWv+ddSV>B>S(FOGk&?Qg4#7RBi|tGlI3B?(Yzbb*98JywR1Hv(htk z1TWtTiNlZeJLfP=oSaa-&6mb;`K%>qKY-eEc=2Y!Uwcaocl#e%gq*pmC7loJmUs-g ziOopdHq7PfR!3TA8A;=8VQ&sw-MIF`I7Y#|-W#~X;0c`whBR(!9@;X36RZBr>upa0 zZBX(fSDy9jNvZQ+^Z9knqW7BL*z~lT@<*L_yA6j>E<-yu7U~mHm0n52tf;A$w~2>d zbJjk!0DgXdASvW4QOLXg#mID<92+3b>vdya@&R*IH{@+>X&aA7hFOIsgR{C;6BlrC z^2*0N_Z?gk-%`9(Ek@qSsDom>eheWA3pCeoB8$>@{H{2HDiAqQGuPR-Q!Nl|`?LF+ z{Os@)=4MaWO0+pPD|ij{b`!(0}+@Qb${wRwv~7Him)>uMZ=hDpvLFNqOwgI z?qZ0IlOZ<$)0qA1x49(anNwV$XTRcAO|8>wKr=BU9A$_PAs3(V(TH-SJ*%CaWUPMO zr~cl!hJe-O0#5hK-+Z0v*2PQj^1VNEggKV`cqV2L1*@l13t7sH2MugVkdoWFPp<9hg}$hvTlV@qcNwJ6PjR z>}ch?@$F1VKT-e5mTLX*cHgc+fQ_N_{}tt&ic@p^S7XZ)_X(7W8qb%h_F_3{r~I{l z=9*dTNHoh##9h|Q{sF{5JGRFje+KugUKWTUrx`pg=G#uJLBWv|oHsq7HGwSivrkfe ztCKZKoD(Gq{qLDOs!G65a)&9foP6PFxy0WZCgmfOXJO{RQ#Nc+^7<85LEaaz_zY%C z_9WWa!=*Zm6dBhxX4J&$SR^z^g()zC-a3ukuYsfuWG{ zb=O%M52H9ny{m{80G zH=vQdK>$g+q*_8+ZqBsc{LOAQ;SaS->33@Orxh26wnsEmTYYOjcv#5(= zc12@*wTH7}-=w^$Im5#C1m8pG`W8jdS?eP>>bwbYI^qqhIGg+A?K{iO+h_EVlM5N+ zlA-5iZ~oj9c!M%HeqQPIcMYQYmm!!fg|kRk@Z1fV+7@YF=)R$BEb+qM_H-TT`OlYrq6<6V6$VX)Gx;QHy5f zCmC<1;pyoPcl^w4@v{>sy+V4nW5H1yqTwb#K4U8D5j>}K9@wvI*?EqM5|1PEUYy5N z4v;jx!aX7#L!Q9b!AY#V!j=RL`DBo>hgRr3>g50qr^L5+0Qf;;Cf!}rjI{7zoW1Of zanT@R)%ta;q`;bo;`Ae3I0ffKwB^uKQ4iL+2@L#fX@?fmh?_{7O9W(ix|j^;Kd%?i z&3EQ%*K&lJv=D&_h*a%LjlCJQK?4r`A|8b=h6zLD|H0mSxHX}!`?gXAMI?mYdzG4m z-jhH=4}{(cy{Po20@6DHLhl_E6e$8?p@T^8C@39NP1C_yONgZ??q2T z2JDxyRU}Ht@CAl7^SG&jx4gv`0!7-17{YpD)VCNE)Z#Q_%^@^_MK}ghBKw(Xoht&! zbt3jXT8VK4U^?A$8{)SL48^b0+DIz?53HQ;GT{--dmVZ5GCPYBqb=TzLhdT8lX<5#vhd`<)t*hr$^t+E0m@-3HL!VvNV_7 z6?CA|8lZNKwEkh5VM(BrCZpU}#@?1`X=vbeCtEKlJMtqTO;{vCdr}AZFhi`<%HA%~ zN-70X!t}h9hra@1K&mo=Qh2lnrCPxz(bBn4$McqGK%=ARNR^)AlAUuLJELGjvAD!D zz&$~_9SNvG4P1*vfuqUjQHDmlmt**H1SE$?4W)XRg_!9=$%V5#-9iiW=^VO<{mS4n z8RxK`;rNkZ6-}(7j!_87&Mj%na)DsA=xKDi=`xVu9n-AGoU!IcP|w5k%b=x<6jg3R zJ~f_(!LAqC&8YR!G%C#n-pr^$m8qpB0SatO4$G0=Kay9Rh>wKvZE_pvtUD%lD(lTi zkVGOr@hGxG6Nb0#9(6{ma>hkg2gHy8>(GdhJ@utB%iF&6Jw#4KZHya;*s%e{PwJp1 zQ-}3t&u?(V7et&mqmFYFLn~RF45wMjDU#ULi4S5JIIZc?U&tS??=jC>#6$C;F?D4g zSX&YEp$*V5O$TdpYU@!!9I=8(%cTi4*5E7?&@5qfZt}Tu`cvK*crsXmPZQ+t8Lb|O zLsNh;a(hZtO(vefbR#9E@jd8hNTdU2CDWdOCde6Iq3Ct48y#HD*QWj8JaWvSCRzHl zI+dv=O|B-xye2caCOfw#x4q`FZ(Dd?Q_NIbDpy->URxPlTb)~5+g|&4p|<|K_9@e& zXL664%pbJ`KWfc=)ZYH6W8u-O^G9!l1&m2m%0mT)ieYf1X^^U>R_J8f5g zI*~l$!+U7BJxj5^?1^$;JnHr)e+)F+zK!*B?ZBeTnJ6fcl>OM)| zJ^A^PJ*ITNHk$P-(HwJ*Ks+ta{~9_=bO1#fQcue~aP+j`Nx-junwUFhI%;lY~a);nLjH8-zF^5-&E z>>ZM27@T3oZo>w(n)*?BR)*SFwZweEYd)O2+&8 zR?0ymnQ8;CnK!ZqbglkEoZxgfVWjSuvd5D-_ba!W%;YJIaTvhX!6q)0Z|1!iCQ-z zD^Cku`tMPb1p05g=(d~<5lV_@RA^R_5XiwJHxP&j-*d^xBl|Bx&>8dBx+$~E(ZaUwt(j-qQW%^OJLQTouxC9Wl8d|cyRR7gwC zT%l1?aCDfkci=$l*^k@94_`M@w!5B1cpJEZDzm6R`UoOU|3&JR_cZ4bHDwM^!n zy}i;tX4f|4y~pLbhV~DT2SgUZ4Bba4$f^dfWxe8yj-zdzQ3fGygZT>G9!{T%UGSQwP;W3+SJ8kJXl+@Qo$dX8x-h zNq-u@rH8k5L(V6QZ*RT1$5-QI?beR#d1HbdQ5GOmlmbJE zC*zGd<~<5CxiyCusoz~+ou@|Lwc6p!v#`AQov}TljpD47@DUtqFS#0B&PJ zsub7r)E?or*lxUNaNICf&}tVGqeuTRxmiXU@mB%z)X+;|L@ z_Q;lh@J#r1U0ln2J#z_nCBhpkCBsRB;KE_KCP5* z-EuYmBxU|aRoU}FO8+7r5IUh#aW@s|>NH?4$vS@joFL$oPwCfX#CBZGu2GTOJCuW- zlY5r7fzB=3Ae=5coV$~yqT(MnlKwM(1xCnZN63-ESY=FYNNJBBsqvgo%L~+Bk7c~mX|F`hVBCtDiMVmJ~V;$%ez)n@AB)-5OG8?Xqe4dSp~+ZwK8Sl zr-35|QGDJ8eN}F35)4alhj7yeyS-t@d#ob{Odq;qA9t(r;@~Lfs4b%qYCm%uV<8o4 zUR5u}JE%*#h@%BCHk0u4ue&cg#0K@mw?}AJPidA9*bUGINVRZ$Y*x%`@IhxP;mg5_ z(Fu=^SyQgH?J3VU+UWLZ2~7H^+6p z93_nbRKBZ%wTK+ zN?sN_pB(&1qWNemT*ThD8d+AFVj%8!)64j~<(6zGbyOmGZ6CiP{U*$>;wH{5p5}d+_@2X~X~W zKKxI$;efkg_SI2-3|ivY^$$VEw1HFML_DVe>!?LvDo+}^3}#hhfBIvXsUd}@+_b7j`{(g4=F7WgDYZUsjK_eWF_R@;KsdvzqFTCXEkju=$ z<=5&b!g~I0b1?S-k$K(4EK>r*g*7P;s^|b=hdc9z~B~v-6=8k{Uh3#kG=biq04#9cdGc)J(3$qvrZh z!=c6Rn*6V7+xSCU=ZnJd=k)S%VWSA59)p!?=Qo8sW3Go~g*)aGkRaE3a~fGDhuE&h z%KIa}L+wRV`Gl~lY(eqK5Swl9lb(nM;;5+?1wXmcXlVEV?ssX-T;kIt2%05aGgsN_ zz30-%8g5Jab#OVj%ux^F^y8QZF$V3XkQD8dAfjNpm9c(V?XK$3>2&VtsT1~=9}UjR zO<0Y1wSM}VJF!w}gWRl5J#lX&Fcv-twghj@61X~y&>-$>C4IwO9JSX?Gt4xxKnH+) zG|VEuS`cs7Q_u@xq;iR;0}iUr^zgOMMn}(r)mcDPqP*KXkL>Ef-P{ z_`O-!hkg5_I8hlM`C;!MbBV>Vxt;%6!muc|-?H+`#US|P$5@FdsQ7^-{kx;}dTSUb z0C*-V%gkrsPk>`m4yPZ9gAMRZVye|JTIAfqhMs<_`FRJm2Jss5{r2jNeNXT%qcC`^RK0`eMudla9?gM&{BSou$d^Q zRB~9V#v+l@Q%3a1pk{!KC(BKrlcDhOyG0}Jf;BX=Sh`w+3jGT=q>U`1#z?r1=kkPU z<#TT@fs_mGVl?|)=n0>$LsFCx?fT*5z$ZoH@bZjgZ7td6eU27B6)<`xzrA&BSrjH5 zuW#dCHQI)Enu&CK={n2Tu34UY^jIXv)I!J^5fkajw*e~BGTRtSZ`bD)A^PabJZs*^ zcO$58J>%vONXPAX>Y=@swIJ?#a}R1f5a3FNav@_M_+acbbKm?|>WM{_=Q~9r=Ik4f zCZ{0HVy`TQKdNy}ScU(%`sOz5?gVAW{IpPSbSKE!Vl>*aR#3ES9rbIw~1{ zhY{o?vIJMjVGnT}B_+5MLF0)n6^VW~VLw(TP(kx>YNMROAld7KN8@V`m;!l%iAJgq zD~IA;!E7nJ>U)u82Ah{cJI<%&e@MS|CVor5$yfkeGL??58>kZ7cD70J-tMNtSOc=& zf_G+qg5UPo))Nsuco`=_>Fo*Eg$!;l#VUlfy;1jE9Vq@rteOf_tYOi3 z9m;agS?zaI$q(bhH&n z0iJgKA+$qa#_LZfLT>xUzIM}TThfHZ-!Ck@sZeBzr|xZoa%Yy5%cy_U4oy@#zRIll zH?2d=hnLQYW{#I>S=MiZztgfNi_4F2Mz=$(h>4^MPjTaG)hBZiCdbe}oZr0P83}%3 zL|eD*UyoU4u+!po=@dStF2>GCoOJhe;O2es7gsqM@u&TIzxMO+KeqHDCaEd&Bfo4SNA6C(NQSzU< z^n8252P1`RfKiTi^6Q-P6f2NHUNe()^y^+THGsD%MvkG!z+?GxmdRcYljYjCqi_D99n5}x?z}R zG^GHzlsiDVSEH(0IAg$|k<=&)sH7_pF5%^z?!uohU=B}X-yw?C^hI|0iLR`{Ot#E7 zjN+9hl_e1763Yq<48Rmq>)akHJx+SgXw5nzi(O-Rw4+-MD2~TpOOlu!*4qD#+K<>Y7&l$1`n{KkYYGqPx?-$;Fp2DHpmP^r%$K>J{U1J_#{sqQF-r$8*#%Q zb5pTxdo!Ye?OYu62x@Jl(3f#R^a@bQ%q!Gbu4NL&euSiNqF0oFoM4i!4A@NpY4Jzu z=rRT#9uDc4bStDv15EZc51PVM*)mG)94zld$W7#>x<>|i7Ktn3%qTa2wTvf1=CcSY zA10M&%Q?u7t@68$+d;}$e+;PTB3Zt4Gk>DCd?H}8+RR5v$C@7D&RhdssscB(s($iM z)h3EP@6wx|pZd?sddzt~JZ6ltZFvSY;$K_XA}$kDTMX>@vwsEFb1D zqTD<=O<6AcRvu`NA1m1+W>$+0`C8mYHl1!m8Lm^UGD=2BEZ(QMg^ajTU6`$%}>B zTuFz#Obh#VRJ=%J$C??a(rwmW7PbgfaD?D2h_utpKmzRm+0PtgYr2JHVT!eZY3OqJ z=Ypiw66IzHx#_>)j)|1w-#vDwVOPTc^w@d*_Sli%C06-&kDbG%$L{LidF;gh@Yr3W z_*Z)D!v2BBj`*MR*pdI=c)gFW{7-p?_P_EB@jv1jz+XHQ|1vl7ap=ze0HEVmPUaoh zqdJGj(R^m4^Qp|_>ghT}BpS|7L~_vP!IW4(T0LsWHAd|lBviSrj3DOe!Uw#5Odjlv zCUq{6{`pl}LU5LhcGel;gLmLr4^VdLl4W|Q+{xF2QI)GAzHr$K?F>sOf8F7Pw)D>7 zq`rp8(G=Rm^Jv=Cx$bDj@_&(MS}%E~@Hfx!1?Q9X#Q&()KhMb4S>t&J28m& zw6BuOk#O)IenI{tzfxk@PtQDc&)k5kR5VQ1QLJvxdq z^_;0bBdd%vgb{DtP!8NzdE#mEDrJTSHK7;jxrX3AVGv1W5I`_RyQ8|cr{Za_<)j`} zUO*wOR8m|XQI>%zD3xdqTW&ZahUXerMZguImbAz^cgzNHY8Tn3 zul_skdobCy7?ypk;v@s3)>Xz?uU#Q39!}=;tupi5SU13pZRC@VZUb`Rsr{?}*04vd+$rv&Q=?UV_&>&2256xpz1wibt4Pt28sA>I9>l z15k{xMNMCz`IJmiJ_l`^Q(pEfs&XaY`CpG?`uU=hxF!=nGHLmDj=^}!CV?4OWrMMi zTuOg<$8aI^H!nI}xtY>alig8tNPium+d>tZdE`+99 zH+9mh*Oce9dAB%Lv>H&iy*Q1SzISaFCJbJ$Ft#kSmQQc}Mt&#HJRvzGt?OlvXq|$+ zQ7p%3TXTtl4hAmiB*u+VBHpKJq_ff{-~J5p!jFu>nmkSPx(71x4BnPDdF0 zC;XhgR@eaDy81Y!o~wr}UIcD-?+-w5)_!F30w+|T`}A@o28AeuNsH38>6{&2Jl=Xt zs$VrjDGB(TZ#U}z+p>>qyG~w`G&XCQ2MF-EIJhNu6f!@SukP8U=&9Cb!gisQ{4zbf zTbKUXX_++=!g=+D`w)G@1mOBA z7-W=~b?ea(q#-f2Dm5L?%fy7FVC>!yZm3rR6WpF)z--=1iGQazNuKuyxvb}sw%LXr zS{gOBAfbPd3$M!8o-Eb363O>|GS|k*@Y(HsCiAW*D*wV!1vjRPO}UG9ReiC|=}Obo z{ngE_xXoNJ-#gJ&eU72FDRD?aXv&%?aet70R##>Jr|Qjt;?9`mOO|UAvHAA?O=fanb;=SA`wOq} z7HQB1x{lwlYy}kG9^$xGx2Bc0Oaq3{bY5OzEwAy#HvLSmiW`s^UcnQ7>J4}LHgI~? zV&LprCu*fSYmNMXNk( z&PQ|Is0z%6E>+y#f2z0-loWj0<$oU}2?+dgkmST(WUL_h#SidxI&g&^C7I1=i*emO zp79I)Eu?Ez;!X*D*Kg?O;p0`c5r$ojjl9b80QFuDkG+q3PJO;EkLTbCd39K&_w%y_ z{(Nrq)$#MupSvOWi%&OS|0kY#P;jH&5g=D1S#&G-s4Cp^STS!rs;Y}Vp-gM;EIZ^hE2!{!kTV-5cbApr; z5kPck5Dm=CMPbUwtg0F$Qm(Q>B=73T6CSJE>!U(0Wo${qSv_sb0ECy$DDO^%nHp$? zL^5v}($xDwta|8B0T8BU^|*$}pVEm{XcOE%&>I^K_OTSyaMuIJwGi2~RlrDj-H^|a ztwh=mGT@^V_yc2zCXG0((=Vnv-A&H@93S7MuJGLE?DmG_XpOo7^QykD>x-ja;dsvtr_h0$mOK2*X_ zG|dr@de}6bG0rS#El@l=&9aG#utAA0>vHa=-yMw}S)uYE=bIR}y3b?Cbc7?4q+&R9 zI!{M_CiOAl=GeE_M&PnMYlK@X)DlRdZw#8cdeKG-g7|PMbo=bnrtnW(z?ZO4$2Ptn zjwxo`VgSiV?$U^OUQ1<8J2UQ>G+Ndl&yuOPRYtK!ah2JKGldychBQXjsg3V#w%H7C z5(fsd2a^RXYs5?DH5^7s1^IJEQU&;_%8bJ=xJAn2Xh)}6yKp(+F)!{-uC$Y8CZZA* zDwKACnu3`iIG#*raT2O4AzptL>Jz7g07pHaV#$;!)S5)F@D!_n_-<``YfhqTVsSdL zxr3%EUr6p(Vv56>=x=U9#;R`*&w`V96wU?{&{Iku4CN1JqdR>R7JXD}$`u>D(Vu%c z76#DE5i$-u3R`Wo-%iyP&eaXi{OGQwnyE?2+(xIf*{yIryWQ-YD@|hx%{`zv3dPPIw#}5k*c|_USte?{ zbaKOkW^3-$2W{KViWVOrWpOk!B}0@)eWb9tmq=tyed}kC`@I(%y{@l+9;OEQUa2(O z{AHg7hp(|E8s|~^N5Xh3yb4Pskb9=jT7zXBgY(`eoaZ0EF8BTB&$_p8#nz#6T8BrR z9BR4c(ADu0hTz4TX*!fUa!-1Vg#pW#!sxcZ1Ty+6rJc01fz&01Jmn!zKvzPkOyq#a zPs7kY@qKs?VkoP6k2a8#mB1`eyl_f1>e~U+&X{z;h@B?}*mMIfwUY4&=H(XOt)q6U zzo$?zK6DrL_QE&&O~pV@q$3S-1#K$-1n%^pIbn68xK;MO;JPB=#Oi2ZR{O4Ef-4i$ z`m;)`M#a_`EK{Dd=GUr%l<}SD%yKrWCuH5jdkxXqj8xy>Hu9;mJ>iw2M*XaGh7H`R zh}1;m9@v(v#oQeZZvNmft!~;qrr(hA9k9N}#+9Cl7QwO!TG^(Wym%BjmWlFH6+dC8FfX# z1C3aJ(+HK?d!Bp+*X%!QN>hC^k`#3RTEgR1S(GFN5@)PfAbJs_M4*dyr2rKEdfeYH zc1bX6tIJfvv+#j2$^2!DDh>X#qJ;I45alFu`fs!8u^xtQ(TR)pU}K}`HDCAqx1Yzz z$P2*FNQ(<2`OJo7hld08^!eJ?C2K%WgXHSWkw*of(Rjs{Ls7R*Zj4L$x@OF?jG`lR z7Sgz?nMKvc_-o}%w$8y+EDMqz85S(gj11iN>U?TI;*Vjba?}1IdK`BidrZ}@U`z2T z24!5irWUr+3Q#-UraHq#O_aRqOp~^sy=T4(-RA6LaxV@RkK2>^UDecd)G;ReOzW|6 zV~eg7ElWi7el$XFW)>3bwJwSYE53k3lf^;&gA5B9vDUL}haAmk8{kE z&0mO)1#6HeX#2@6d_=e7+hZ@M$x#Q7D%&38xmOO6|9XNEvd9THKhp^npRKq$y3u7< zl8qF$=Ow)Cts)eXCV%%t9Oxbf2wOkVicQa4E)>Lo9 zMl}to8gi+fBYYc_Lo0{CjkiQd72^#EdMUlEN?BGD&pJwSV=>fpPsno1_1D^x^O$!Q z^s9s>WBezfTwP+N0#TE-q~?$BEM`xP$#IQ&X%BT!)b)SmO}cIDPgOAV_5Fx1;xhY`(sR68>K!_mUE}6cw^Ca3J>vpY&PW}=(=F)i zMke`NBzH|z%jLI74zFqNU`p4S2ScuYmkRpBB*((Sd&V{jnEufS{hLY7aPnFav7XjS za=!U=G3Wd_7!aD1A=#W$yqWXcBzN*=SopYglRsPvVUpYj6pXK(e$ZJyKNN{V|b z@WEb)SEkubqM%+A4ab`=_Kk__er%-dEsUi6w+QA*&<4BFZQr8Yn_ek%gg0-#gAJ|B z%OFBQn(3iGNnM^9$Zk!kni1QyL>QhvXAoc4#dKSik*HhP8N<0D7raz^O<_A}Ud&Ob zO$k*Y+ZO-GvVXz%6QD@c_J5q1Fx)gG#oD8v|rqYhLhmQBV9{58nbvCyb% zI6Aj2kj%PvG&tfBzJUt|yiF?wU+&R9SdCKd4yC77F6or_mQbJxXO3uu6Jo`WQOR|URHU7TyR8h+8Z7vXv6VCd z0z@o1FcpFotD;rmsuKGeX&4;VcooJ~#(7~Rt`ld&zyJ^is~Zj`j73v7cT(|7gC+px zWK%};wECk&>EV&4?F|zyg`>=FgZLnM!W(Z zYvB;T454>}W` zx6ZBpqM7drNORf|Y`C8LPP%%%#A9bVCa9JX-L}eM^O@_>kM?N zD$Cpmwps%u2r!Y8c^6`2qu0~;dYq|Slp7)ph6E$=oy99M;H3z|ZV=;+jMb5#!Zn=2 z4P&+qi2NnNWb|?fm`Zj*V@c?WxH?h3O=Utf#gY;Jfao$OuTaR}6U<*Og}+=1f4LMa z{`a~RUi?1h3AjAwd2o5mLj*C|u{^f^!=-R9T6)p(g;9rC(Nu^f>5~f^%eNJ~N3fUl zZ?fKhJnGnUR~_b_RdO8-=^4IGa{tJ=nZ2WT@^zL&*K3Rz`lyedUC}_H9v8Z2$5~i@ zcmKuV4Y=@umT7z|AN>;KZg6ML$I}+xjsh3BgEJENZl(8&y>9y{?LK9&!oG zq47RzKE*ZtDWxo%tS5LP-%Ek?|A7-w$Kac1VLU{QgYG0xhrPrC9mx;cKEPeSYU)-P11b-h390m~aUMWfY>L1O83)Z9*X+u1E}Pbbgzz2;(DZ9ev1J9qo&KXMut(dF%yN!#tHTZS|GgS7x52e6r4qZPiC4J@V z!i|Lf(SX}EC1SyA%un{;?&01Rd5~MvaGJ`qZ9C`hK1MoB1qnXx@;Cqhj9%cNYU^WfwfuzP+!OJ<* zmmoK%v@0~W_A2Flg)_S%NHr(LxO0}r)}Iw!k$L+R;GrLb8Px=hA9b4g6-9G;WuG-U zsjp9H-rgmDgn>=#X+ru!9+1>X4{kumH`N-~?h2}Bu+fdnR3ha3l3f-av2reqvhYz< zr`)Ipf7@p1S>W-kzzEXRhxB{2DyvDlrU6k>(#MBl z+ICboj@*G6>YH*H-vz_K^MzMS;!3=}I}t#G*JRAtu0i*AxBFjY5@y|bYRvr2UPBub zneka}B#j&4%jo|w;zE}Q4}0rkuG6o z6h}(D9d5KBOoVi_B#mYt|JlZoxJ#bMW3ZK-$ix{(siW)b>zYO3YB4Z;Q%ya%%s?1+ zr{Kaz3r?KNNuH$kB6+MOab~fX;ssRIFekBV_Su#;pPletqWN94q*4u^`P?BIvtdwt z=|_0~+mE0m&zD|OH~0J)cbg08T4i_Y`b)y1?4Be2RT93KQ=S}iy2oAhw*WpmK9_kf z8hVlK8VejDupW7Ni6b$HY~Rify4`n+SKC zTrD9W>!(?kt8qruDA!_7ZgV7s@CcS`R)R%M1^h+&~PqK*vtykF5 z>6%v>Eq#%X6eCi{7?yH8sM<&$ORlBK;dXr>rq}n*=%$KYsd4K#jN8IFQbg-@n@KX| zv+J&T3UVgQWwzZ%P0qWc4+wzaY!@B+2(N9gYOZx{U-a&$=>CS%vj79YvcXI zsN0h-v!4d*akx*;iRf~tu(UWxKUZk-;jQSG7pjb4dNDa%(WV^W`SsH>Q@w_Y0;XD*S5QsGUj;avBc21Aq$f*C^kfV=q9rLUFdFJ4b8fgExkbGOav;U{~K zZqE!^OCP~(y>8ne$gnye?zg=E?UG9ok6AnV@44h;!Y>uty!{v{2YPxU9=dXbN)}pp z!&cRwwzm<(WU8d#uXZX893oPf!O*~aAu=trg}gQ_>pJBo)*CoWYE{&Un%ZXrL-s8< z1wxNYF#@v5kXv0LhDLp~o8ASk28!l=!^^E4jtr2nTY#zw)3Q_YDL+_I7mL-f=`lG$ zTa!$=(W={;z)bD25dx=tpM0(Mnv z6hse@4jlDTla&IEInh5)i*tu4-XK(RJy3?WO7m{`D(}I6grj#s;>*tJ?rWBk4^3aY zgkqX_jSyg|eIaL{#e1KKS5x9PaPu`Fjq(iY6CyDw($>b_I^02>yd<{HhzeUxedNo* z;=}eJ(3Hy=VhB-uFa^2$Q2X2`iZ_}bNllXj*R_d?Jeua9bHL0;VKuzc% zNkeBhr87QmuG0fitO2_4n2_+(1j7u;q{M{>({yuK+p^?Qra+^hOwMkcs=C4#pF1Bj zjO3wonWga}4aUoGYu+He@PODb3EaDrOs!sSj0|t$Hh|Y#M39;>QO5qIgS-H-l0_Wm zd^JMhSsWWGGcm*WDvzYqGXJkb`@Amj%R~LA@Lcv~bw@MdYvc~$UaIc}jD(_dBpKMH zr80!D36DxF%_Va9FWuX5TAoOix{6zZJTy-n5~jlBE)Re}VYaR?QPcYqba^Oyk&n{AeTkV46Dtqg49 zt4UVb2^A531LKH9(pk8dqgzPOTk9|sXOVVOsWQXO%+Dy()Hzv2zbG!OSpr1rBiUFOKzoGd!@%ho4aT$QhRm49$mU~W}#d)2*#st4y)VNBHz;L6`R5jF*Z;W%+dsI-A^ArO zHrl@yZ2#Z?|4BYvt`!~meUX#=KNf5gzZYzC>LTeYOmNEJIsCFy+i=AY&zH}Z_!Aqg zUBwqiS90@w8^VxgJHcxSd-Z;wcY`h$Y+3Z#fsv$5Jnnl2d9T|1Tf+-vcSrRcRP;;? zMdfBGIN2H8k9>a#j3z&*a> zhQ+l%PCD>GN&J)^MaYaK>s(&l>l!uB8)FinwzWdQM?&l)%k&jm0_SVsxmyc zY>6?wE0qX_bv;KF9#=~BJjy1MELqMU;9AAb;p(w8(6!cyTi3MZGs#pv6_ywUCSEz zyOKf~8>^ODYgr0IHB`>C%mW9yrcmv3$=Gt5sS}t#{ss3)Lz*tej5UwH6mzVXmGfbR z;_BI3^;+VRouNv4&Pgro@}v*Iebdu)Qmgh}l6Mu*{=5FEigs>vJZY2@IF6cOL{&Vy zxT8R9l*q8?hC?~4?^~es)v*nN%1T8aD`6|?$K2-=;dPeIdN+-ql4ef1SLa*z)y|B> z9Z~vs6ADeqosLwsjp%L27lrjPDMkC!I-eu09ZQLf3`Gq~wSDH{jyP55%P~J7Y#D?S zd_sRi{|RW-jV$Kc^qfwWf>FBg1a(%&QS6QKvdN-8doHD_@6+MUlkRk`Qt3}bajsXb z;^UfXLGQJ1C0Zyf%yBRSCuS%fH#C0rC5CiQ;Y)NmSo4KNfYJb6vz=nW8(;bcX69q6 zryiwGXP<}z#ZU9s8tt}k&6hT24HzWhEZ%9OA4N#51WEWO3|4I4y>8X0U++N1x=$a{zxzZgf7(fv z{4|nZd-rB?ylRizwalB(dVg`ubHObVjcMK%YoKcH&o!_| zWMEjh%S6#YFYT_CX~3H0Rm7~SZoS*B=Q_UQ6>m%;#E+HM-$$sBh!z!Qy(C z@AVmdUZ9Ji6aQzGd%nXxWY1VT1hSr~UO(~{=qVNf&DR%fk5S1+vc>K6!{7c&+c#LB zGw+2PE~Ac}5g?vjM6{ua-8HCf>6Z#|(#51zsn>n!RZHs8j!C*sh3B4zQS@4T9z*|#KRf8$uP}I7OSD(r#19>dDXNjGLOF+d_K33 zN^*@+)&AnN+&;~kUP80&E|jf@SPI?szV2ALVUrd@rpKr7>3hQL%-PM&P>Rgn$zR8$ zoQ%5xqZdmTzfRuVeDys>@5c%={&Ya^)qd9Kj}3YJ+1UU1|2cWb>2gr_ffDxit*5`o zuHPN}7Mx4Z4QTSpXtFMgyYj_I{9aVe)b6&A%&!6-l+UE2)=&4!Uj@V)>aTf)8=6C< zCy^HwHc)sdcuJH9tg{hd(%Wo(30S*@!8~Rg*M?4%t4YKyL3T10fdy{~`3P6%06&9liDtO)z@O+*`tcNisO-NEL?%S+>EQ z^%~(_7|k(N`L~ixMUA?)D`7~KNW7su1_zPFJ#4wESu_A6lu#h#1X|2M=~NNPz$m5F zTLWC8GXSMofCAo5)2rI?nXj5$Gm_|;H9_BfbT9KNhP!Nv$)4eI$_VsUO^^c_xYBcJ zjjMss=pQ6}3#UM$Whw=n>{+8x$d<3Ej~<1puWWB*G5At(8aiPFe7(ge=fEAqsW-dI zRT`UEO#odRU`=Rn&0kesp96Pr(^tjDi|wn}!T{ous-@4F7$RdM_MARAF^+Pw-baHb zG478Tpanik`82VMCsYU`6a5HzC4z@EoUCe1RE^kxMuAu-6xU6>DsRMQviBBpBt7X> zPg?li-OFE{SfFj|bdnh`W35+Efn3v*^I;7-`J*%P104;0ckKEq5*LAR;em$7s_vsx zDAQslvO_LS5nJ{=0I?62>8UY)_TGvuw zd=Ds|J?w+~rqMq5X-0PpMzYBvuWnzSpgNdO2LFdIoxh;O@d^qQ`ruZh=unF8Ur>^5 zSJIsC6qhEHRufukN)_r(j?bv9xOeTZD(del>TgZJze7o3^GYjnsrkxPhkDr-l!mVF zT6{u*%x&Cz?ckMXl_P%Zk5{Ey!aA%dE^vDItLOHG?myYLcZ1emXjc#2GK?f8bCjJf zcULO-Vsns@v7bW^Uz`>Ve{gS#f~4|(Bq1G1du-?P_aP2B-)LXW=;nY6G+TpzdY)K` z_P+96^84j6qbo5r8G7T!oc>;U!eD45Khv)czi)nHUF#M6z zr+|Rr-jMm{CNMBOK?u>SeY;|}R(h?Zzj5#-${G;&4u+PIW&c(0w)%w?H8#MEZF5dK zIY?x-qj?GA`j$kIxH_TM_-1Pu8?MfCjb%I_`!mwOIletUjtiLkj+`vIw-Kv77hBOI zcr(eOBbTp4`psihnigBoxNt#Qo8C1~UkPm7bgU`c35>!AFqQHH?fSyM%|Px6IAi)5 z(aU2qPmXCx3~d%6cT!ENztLp&S$!M5wW~G^Fk!h*h$)jePt!2xS@UZr&CxPPWj?g8 z8gQV;cWKIbyXCL2kiyaLezfr?>7q1+ZVtXRp17G)eYo%@<9SA?P!cC?6ZTq?8FDAA zE_i0GL_^o4;|)XVJ$j$f?axQ-+L?DGsc%p)3A;hIb#4_Ozhjx#=hv^Ezg=FRUO+6; zHkKLLltgl!GjWb_(l?&MP><+S&s`1u6oikv!u_h@2jjCYo(@2+{ z69=$_Kex_%)^VHjW*5q6gRZF#T`(ufU_F`B6Ywg10Ml>$@~+g()4}`sAEkcMe%DJ8|FK@W zL9SLLvY;Wu1kPVPOjYQbw-ZGrXEbzk>}9K)|K6O94V9_w^kxqXa`#+r&MK(lRQXEggri7nE^1WQCb%f=p;6#$?v^XYWA3oHFC2`)*3vFcnqo>8N3b;O^WGcHVM4eyPIX-=7FVILIy9ec)vQ!97X4+-9o-Md*8r6CTAVYzvHD(5`KbYeoxNulJp*@W$cOp8$5w4&m9Qe zM0f9*mz+7x4-qeYlb4mhPe^`-iO=$|ZqTU65!yHYqE^D{SD~LIqTN?wUvhBw!i4o) ztF@$5!uZkKwPW3&_RFG={AJOnMCoRq$e%?Yy*rsBRz6%WTxwOXm{gBRNHa%4gk)yC zVsk_K7*YnF>&$L9YyW^3dbj0Nm`ilj&BDcXSL19Vv~{5!yBts57bO@qFN;21LCs(F z58>Fxs5W3lY@c#rQf1cHhaNL)&eY>N=z+#1e zFnitR^!Dp4$LmXB1xVAx%n;Yl-_Flztu)g;0uE}*=bwW$to|?d-omX7eb3h|E~PDy z;7)J~MG`D{LP&6TcM6o^P@Lcn!L7xiv=p~OTZ+4DR|SWb;@*}V)>?aH&zW;)?%aLP zo#&qQH{{_7Z+_qR{j_8-JMCvEbyR{^Y}s3*q$@e}euGHg^47DO)*Os<8!HXLE{O6` zDKDWVj~65c%jG*DAvyp>JUmMa4&?fo;d5LN3MgZJ46u)aObRQh`G98EP?BYAbdd^F zqWAeu5^|t_3&0@J2E947Qpm3s{sHeAX_*DDLB_7{Tc#BgYT2+8ODI^ z@FMy5Td69WfViuAfF`N84o1~G{K9398Ig;#^T674l;*ENac1iR8!Hlq+oIzU!h>82B7H(A4wYN;aOVs< z_=!#~Ca$71gmA@D8^+Y69aoN)a*UNpKudjTB zoQME)Mg{oV=ctQ8{1nwG>ZNRQGD9}1EbAI3_9dB8u$jkb+&X3#W=kGMQf`Pch5D0= z*emhrCCg*bBpxY;RgzS_(iZSE*P9JfYi{8-38Ed=Z`zU@85%*3QWbFFr`_^Ivx)0o zRNGr7c#+`oi$uam?`AB%e{C~)(R+YuMuMzpdZ7cyS3o))8&hYg%PX)lE7$$L2|nhHwOm&)vo$Ho&8$bc zsX)k!>9RsfB$|9gSG!Xke9*3JA<__!=53{cfVePi%o&=&A1Cc#D->=mD+7U`X7v-4 z3%{qU7}m?IJi%xQ5oBi=St@UZh0QXyh3DUDR(Y{jsAvn~(PmIX!|3{CgnBi*E?IXu z)7Bx*t~tqWwq!uv^H@4b!_nhziuR;aRai0=k(}9qp^EY=jKdx@6+$N z;p3>Ydo_@&=RZNCFyGQVi(5>@D| z)?gylmKR*5ok!-c#E1?omDz3HRCBrq<&mgG5{h(H4cU3p?B?m7tjS@T?uX#46{hJd z2rkM$2*0yycBD2@{6Vy1#i5vRt$rvps=sr4*jNvQE!cKZ>aRnGy1vgb``FdiQUkr zfx|sKEPVTNB|j}UmNVN}i&B%$@YYG})0?BeAfDu+NLiuniu!qjS#r9woad`W<_~N0 zl@2X;@{nppVH7tZfV`$G6tdhcGT|Dqv|A=Bt75Syxd^7G3G~Ab36Qexy?6 z^R1RLf4wM7#Mk7fLM}e!mEsga(vn-Z?>zC-(tDg&MBd?5zKQE^tr>JV$^PGMQaY<< z;F7``bE1iMs!T29;+ z4x6|iAOgs%Yaz^fzYJwZzrIM|97|NL#kA~ekJS^U@z^V8kIlsipvS*25rr-=x6GY& z&>tgdSRBPG?FdCy%8R}a(psJ^pTD^ndlhm%^7;De{Ozr~b^n03lltDA&nL>6=3n`3 zVi5Iu2EBiuBGZuiJw>*N`CaJ$_0YAB%`!>Y;LTt%gUM4C8ZI_t>O2kCPA~yQ4X>)$ zpyiK7`;x;f>~JwW#Q<0)^tf+Hs@T)Wa_lHODVE#%P=xok2biv^smd|e~`gZu}x;WNGmmrF13eM!jKAuaf(1OlBAzhemc}P`f zW~0e^Jb#~QnKfn-RR61uXVLPZ&GU4#nl>js>F#SX=jdLhp*B6ptKSz!kKJ^B5d>ck z0o({iC^0t+qbFxeZ$WEMbNM<<3qAFEjx#oMlO+FG7*#W>7R%rGb78dX`-7w<>tpQA z#OS6BU&xKG)t7dmZaeGJZFaqLJ_Fi&qJ7@oMxsy5r&6z9IKt9Vi>$I?0k0nx-*d%epRW38AucZSFz zO~5dfgXr`}>x``Fna{X8m{!8Q#ZOulEa`u|lBm5JTy~H5Q4#0Z;9{AxDCi^qj1yzo z&~jIZMQrWmN!Ll0VIw>>_iFz2^=Vy7*RG@HkL3^7XKfQ*|IXWq2()RbjlUJI(A_(M zDgWNk$d&Ju;E@K}E!dIzLmFA{Wo$kQyBbC$Ce(1yb$9CF7(A=JMFcx+?J>Xe5v2(5 zXh}*h__z@+uC)GqxKu-1wWL&P%1?Hk+dfr6>BB%U2#ko=4b#Ddato`JDTRMLVL8PG zO%_Yuu6n#$DQwiEF2$ih&ML2??KJ4@`)YXj_Q?4gvNXs>;OGmSgP?&WO@v(p}%91up`NK^x%DV6w zodk5O!^(YHkf0;nP?!?L0Jl}np!3~EgtLVmD^W5FJ$r<3Opod1wrr?DLw!J_03UtDd}0A zK+F`{SRTiB06(ahw!79887`pNJ)s zosgMTYIjS4xigGoQ)z0Y5iTYCm~Aj{4qobSzB?rY1SwXDLLTH&hxv&9h9`sOA}_87 z`t3x_m9S`TfIV}P4SN#^dDXjY^v`S~SF`2VBxCLl^6Ql)RTXFEmEt#O;_; zmqfF3pzWnW#-)1JRS-U6mJD#F{U-M$5mFrF?AdMBi%w+c(8b@%{#9ilP@SgkEGowC zld$7%BJogEA5sWU#aYjkE7dnFmQm`>j>-xyKM8m4(=`=EY;`}jL>tQcLCAACY*C`2 z|8>6gcl!Qc z=Ue}0AxNU*%Zmj;-s{h+R=54%Z7i$5ylBKl6@=SKLDoZ`Fi7ds187cCVfE03QwpN9N;JoT^;pP3evp$7A{3l?!kbx~$lZflq4 z4R#g?z2#9Pwp?`jwjN z1qCZ_B>Hdov28<_yot99RCJ;jI`Y^i>%5svdU zaw);~v>ackeq2z)H)v242=%n*hq393eZ%T|yu3$JdR9g-9$R2nR$-^QL}uJMxJ*`n zH!^yX760~@l>STl5-VHXZ;dluCtm$s#v>uh(o_v&9eFdfhwzM#{ccHN2X>DfYhqp> z<(+pOB)tmSQvH1Ok3$eM*8ZOra&x z_s-yzEV%e^l6Gxf+jvP=duAvh`;P?jAdv^@%QDxS1Tuo(CYsK#s8KMYtpOW&^UmS% z=MJ?v&A%JoD9`bJ>{v}oMC|M&-Me=)`n|s@w@BkCj~FW{jx($1<=ERr@9wW} zwh`izlkfsjVR0xa->SOHWYg|u0L}=fa?4Ta@?7yZE;W^0>~dmXt{Gztj0>Ukq#hiqxKX6N zwD3m*S!cssH~PU;^jTBhOb%VRurq*LJW6E!z(#Xef!T6lp!6eqn!D)+*v7cW(9K>Q z5<8@_VyIUp@yA2RQ?9E_=l+}>{mPp3!#MTFU^BC;vaq(| zx{r(jjOhy{+iI`!7+%;J5jC8H@ybwrvr^a{Zp2zIjJqunH$z!b&L$0pC<68N%VgPU zSa{iTxU({jpsaMYP(8)Z0%jWs?xvg-u7 zh-a}Fp^hgK5ls=XC8C_a=5(u#_6$!m(SfnYQ1KKI3Bu=6<*^Nm)S5O7yGe&3tHNE< zb!%`y!lx1}gJJLIsIM33M)4my6YyUZMMZ|Fog ze~_N*8AfZW97cZ#W@x0T*iau?^H{a#$c_?4Wzc;(j-#Trco++?LqJA!!|pChV_sGctQ*Svs6}<$ewx9FJ1To7Mq+0gk<(Tb`BNnod-N8Gy=U zbCoDH@T3FT)WbY4 z?hK&SHvly42oVmc5fEw^#DfFknT-tEtAZ+IL)7gk&vj*;D&xzrh8*&}Y3#HRfupeT zBU$ElTIFc{x3o~j3^lST#-)B#P8(N;Vv?q<{QVwYP+S_-kWyVEj9&tB6I6C%XTsmn zr!S{^dLk!q5**Rycz%&CWUN5q{je*7VaQ*zY#?4e4ibZpxb(^_i%>iD6^2&HInHKo zlqfY+MIqSq_!b!m7;z#l(lH7)(T)!C=yoU6dLrx=GZB2Z5Os_c{A|&$4 zj-qSzF3Hl_ejJD?M~qC}G|@yx|rp{$rwIH3alrkga;~F*)J^V(-^+F)Hkssz@N9WxpK2#Fu2EFVd+;Tx&9&S+m3j) z!>{jLTH&84fJL`Hc~BL_e&<}!iP*`tXASdVO8peOf7!=`L&SQn{pK1BS)w0y>v^U>web#bEOq?bIfBJoL{5?p=4#9|G}-v^ z$jxAS8zO^5miHu9nU5aP(HJ3$vYCS)bzHEgF-y^XGSLzHO7HjAR^~r%W!@25_>+E|3EbO)23o<+^qwg!oHHK*9>Tmb)o0pE4sW+U1n{S z%sSkn4gO?piytM*v}3#6&U+&tyw1cSdUwhdy4OCLbe86VFC$e^aft?zm2bW%4ct0@ zVsTANTgMT+e`~_{)8*jNvn^J{BYB)r!^nZ`>hDp?0gZ*1*l0>R+=^I9_wFy|S+q2C zA_oe;K*rh;ggs=q)jU>1RtmMNh0hM*!TXY*a07Lo4?1n$&tBHFvf`oHf}}*@?R-9v zGRXKv^1y!(Z`fqduZx0{B#N2L=GHo8{_=(gm+8$v|LilRnlBF%#{xl&L>$VrUtgui zsEyp-id7s4Qo8m2_V7ihSD>G6C*7&qW$E`9Dor*`}|npc)>hX7;XVx(*E#oAuq7ioAEuSk`x2W8Y6kdzr2< zdr-27^FEKa1y!!A z7EjkjP`8F2X5X5N1I39?v4rKF!)8x&~C-;mYrDnRxD7QHET(LT) zvj=6mLH7(aeY0&Flx>M1#VX(RReU|Q{83*WO?*50t7_qCdggbo!1FT?o@b8=)C z9Tz|--CtC{sL^rG(FL;i3I70SX-4o68hZ5UXb($U?ELUYOL9HZYtCtiG4W_<6IsA&aysl z_NH3@EXlh05f_}Bs_F{=?ACe#U7Ih9wVwJ&G(pVnN!jYJMp5dceuO|%E#2WpmRy@U@)3VMGd;)EK{l6k%uN52fQ6n}dV0?3Iqw-nL8oq3sF=KD>x z5?z_!(e%*!-PR8hPX^V0Y~q;D^m5o}T;x;MTBF~?3mxq!UbVce0VKpjLhMqH+P&d9 z<(*h;x4wF;-MfXt@D*imGr`#GU|djK>?LO~A~qL>0Wfu6D(ig!*xi*WkNmhjK|E!; z)s`qv5$=FgEY&IpH3^hjUs&D!KB@D)p}X?(D~$4qXen%!uK7!qU677?)0>hyhPl!eB)>MBc=_>G zQase~Fn*LVX#e0X@~Yd-J{{vdBYgZ@qOq8cMu!JJ2loE1;7`eUJ3`5dms#+I4bmC2 zZP!gV-Ch-?7wNGoYfcPPDmF&eRc*hS)jT@AH0mK_%&1ujdWST=%U(o-e8h`s zHGIKo=8}W{<05%(UvVdl4K9W$wiwY1kUgoKpy1H?4-&`!GTFjH(I+3(I5afjk=-_a zz-QDAKuDe0K9)OF$Kj#u5mN}7hnn;SV%}?JE3tj^3VXW7D%~qhwjFlQ!EBHtnA#o+ z$~1%5%kh`G;@fL|oza>gp!IGs`D#N0B&KBNpeTP&b=dDXYX48b(veXs^e93a7QLinQdA<62Durx__6MZUF7W|oEU0CHfn|? z^aj=zVBTc*tw)a4SDDRL>|L80{vo4N11AlSPSbWGSXf!q$ovqg_JWPt>V2#MTRN~F z1IA^Y7K^R#fsDbVg#uLBY^e{sAyVD&7sXH+F(i_!LvGG>u94eVL631FNQ|6##g1zLG4&}mdp0W#b?erAH z+C2ztczVYkKAORP?<58Piad?Oka0c%uUCo8Bnh9&n3xpst3`JCQYzHjf~eOJWJ2+y zO21aGWT#B4vMQQ^Plq%sPiDmw#A*A1r$o|2EAymOKHfmVBU@9rn64Onl3k|KQKq(B zrg2rKMPIHXRjy}JZt$esD6ib4qugw{+~TU-ioU`|s^UM^>s2KF^^WC#2Pg`=fg&K! zzd%vTEu6nW5!($E5&tt3QU5zoWcH7OqW1p@icw)I~Y#(I?usmOf7%FNvi(;0*W35YTrPS#b*@6|J^~4sq}mx$z|=2-=T=+pbc-3vs%R? zZlQA$&{rC)<^EJgec}gm{e>a~E1m6FX#eZHp%lw$(FKSKvF(BS8R~?2s7oK_74HCk z4ue#xDG~2Z!j;6|G}8RApb0yHaG@NGpJ}k$X052-(T7=+lj+%jPocsFY`} z7H{)Up*~;j(Z~b`NBO%inG*tZy#H`Znr>5Fltg#A{Op*QLCQU@ zKf(O^YyiTy3HR^$p~4v2Ky~*K$pdK37iQZMXnU_ioDAwSdFw3e=3^oCvxXw#LJ3x> zGh$xcn=!wAWak|nCwpr;3oV1HHwur4l2ly2RJQo>QX!@@YDes>Vp~xK@*bfM0Cvi9 zp1xO;lL$qHDXSvCex3I8u)<+YN>kPtjG=g9b(~UW}Fey4XYr4muktNJ!Cp4 zZaUiOmB2?4A+hy%hR;SLvyjPjSq4&m0a}gRps2J~wH#Z2JM6ghkp|+sUa}c=d#^yf zh=|zDu^fYu=A5~GmJXcs*TuqQwnRVLjI8VqX0SVKyv$eZq)H`{g#BCY42F=C9h9#; zWO7=C@w`F8Gsn88k40rU;Z7{yxTjO-t15Z4mpcm_d+vDNQ5RDKf%x+}1|Q#e_EN)Y z(4pDP#~5e4z?JLgPcX|kJ28H|_J-2iw7j0W!Jd~6syJZL+fqclF4i0NlyNF={Hc_n zUZmNpOLKMC9wBe+%DpC+<)7u%`o<{$&>SWT-kwyPuG%iWoh6f%i~IrvNh5*riv!;& z>I=qQdFdcM)IINeLr&2&nzM8!kGWn{jDC3GtZehf6zk#4uNBFjBA+oouQOd63n!&` z<%B3~qo^rUbc)Nf5m=AXR(;m3q+FZFNZH7=I#ANd;2WHbu7wQ$uxC3=M!KN2jDbH03tx4^6R`kCRI5B8sa9RyMW zEB5a*tdXH%I>@MN?KiYs8r}t>E1kb06Guks{xQ2Re?n11R_o}7U|_(bXG5B;`2N-L zzG__R3ASZmC}V!mS8SNL@tkKNHRBsXS5~67Pwx&u9UB*;Z?P~v__!KUfyHjDcqlG; z_b2H2cM_4rBAxe-;7(E7FTFy}%46k4If}KBGZf2NQ_O)vx1##&e(#8_F5h&-9Hy?B`gU|}`MjF>piL*CbQ21yX z__;S?ah0kuDrkM9#QSAZzlc(Gl6GBp`-JG$me;wdoEY#t|EO`+_aiYUiOsn}-CE69 z%hD#Md--j>&jbE|e#KU6C$(t7`d9g?tj84}5N|}Xd1Zt5FyomSi+fd#&3)f&5wi=g znKri)E46d~=!jKm?f=;2KD-n8)_~RWrX%+Kn)aFVh;!3M`utX{(F|2IEsI6v8gK>r zHifVumuszJ>-^`{!D3uNFTOd*K%SFLq!4 z1&aQ*WBDMItl0BQbu1nC+cjyeL#unyf#s$8>h)Ig+OAJdhRsh_s=X1Snmec0Ry`NS0KJid*g zHPrS5(9k3TpM_5K8SHw5TgR{qIROt#p@c}v#ba`lVg|YkYr-s!1DKjjxY7?j*!e8e z;EXh*Ka{#mR)<)zv()?%5%5M5+1(J{IA*&s5STV8q;VrsXQ7Jh)X^Caemj?X-7Jb) zXF3JRFK03-PJxV!91ld?nFb>(u=7Io!Z8f>EM{O)LX5HN8J9IJ)L+lxeUn@|4<#v* zPr(szry;tX!ct-}{2NGyOoUcsJ^XB)Hg@HaFPlnBmGQ22WE)8J6hOUlj7DXk>y7+l zjFgMZ!8U2A;0x_-g75o|rgekO1Mmk;fOS5?pMFd1R z*4)EzrqMW&IPBdqbex?!jW(W2*vN#pGTq!%`zfX+>)|{THmt#cHE^U;ha=z3qzf9$jc~|# zu%!WblemeZTkZ`MMMyWr)6Ihjd6NXCF&L0oA`RR!|(vI+?NRZ zCIF`h%8@NQ!&~X+G1Z4@`PWp;zuC%&#{v}KmT%A=G267K5s?brXf{G65`};@n&d9kOa<$kn*{q|@|B z?F~0=p|3Xd3oq)E8T^X^OT1;fkyD6Ri=33hQvjZRu3dM*Vx|_V&!YZmNi={tD-D)1=3R}qMHi3 z^eaQ={ez%L>hFl?Kd0>f<-+{s!u;jJ&^+@0Q`t{+d3mvF`1-_u)$#V@cN;l@=iaLm zq+rQ)Q)~>wqi0Z_tGtE~ff+TitlDPpPV@U;aBBIxuGSJ(_Aa*LUvFuDYtBFYydU3~ z*)gBU*Y}~<#!?o#Nn{4O6{rV=bD9PM!)Ir-Qg?;9pxc4>wG&_;*bgIH;o(RCV9x!UbGT;^@ku$3s`Z& zSpSoXbop#3|>6h&x$o< z?a-#&=`k_k08h!5fPLT;9n(&tKYY9SRS2@Tbe7#ynOZ}bUC48IL&bUc*!m@Bpjtuf zZxYYQ5X9&;%u?tmk6MlJk*B~=9%{X^JA5cP%CKaOO6jukFf+zmx_}9%wY5uwu)+N5 z(q{ABJeGXhdgNhillpZ5CB?(*Mwf#3`g1|z@LbmkHFu!Rz5NT-38(wKBW0f#uG$CV z1;5*j{vd-)NQgN<0XzR-U|0R(q8pomd58Ka^svQvk2fGu02ZGO#)XXW&$g*c4+J%-dx z3CKj@9`C6QSR$?~f-=jAACV8-RZqDC`3&3|mYl%-?!Bk&I&!UC@MOOE{wp7oNXCeF z&#^BxLvjPQ4fyxvl={$->B|vyT7rAsVH_sQVRqQZP5mLbcS$i^_&G ztBJEvQB=3Dh^z9H)v<;FF{ta*dNcP@7ECWj8=pV4lJ@)D%aTVNpkWR8K)Hp{MOW9i zrkEPCJ>cDrOuik@{E`Q0{iUSAM{%R>p5Nw!0-u{6n9rN*6(l!!r)td{jDZ;>h_ov;S(O#NrKuVVC%^uUw z0b$j4R5p1R2a`-CQrt$rC!=$dChBSwFL%iOx{vGYWugt9%4|5-YC#-@9n}BQtumxy zYeOqm0W4TwEIq?kxlQ=Toms}u^2Zg!ea-O+74KnRw_p6eSUIbo^PW5h=*^o*CnoDY z_UdrmnLW;K>GBa}Ia@R4w?3VW$~QW$84|;CpB)-Tw+mPj+lS5SRx~@hy(y&y;-H=n z^-Fhl>jGA`g~~j{tM~QXLJD~#Kl}i{TJ-8uJ8g4NsF+Od(5YIX+We@6t)C2V_*HZF z7r}zo(B|aD*lsBHO5bJrT$|l<>$old;~zmV*pWm1=qKFvbJwfV6GlJHovi%dgJ1;$ z;#+HATQV=zih_vY--BR=X-Q5SS;E_6zr`;VFwD@`Yz0U@7y!?lpYr%h@_bEM8kyJ+ zGWYUO-Wm3!hJ_F@Ca6Z*W{1#5w~CzgK|kFrR(7s)YhDhUULWO5bZ&}IT#g4`A3wX- zwXLjqHT^G#Xhp)kBf!KVFA(n@Ir^Z;-geuQ<{PVBhg8jA7yYiiS>IQbM*2Cw6;{NS z!ED-9>dU%-sTEy&(|pC58h=q-)dZyE8GkEG{UsJ=-*1=;$GY^@)F0IUNZ*~*&NC@z zq*HHyhjiEUGz>zD`7l$n_2c_?azo^%pc5yCY*TL1!hyyEB3I!8O5h+V7}MP~X7vre{E?>fRkHPAHS<0d)q;_~w8! zM8o_lAotc$smlJ3+oB|NBYI#I^LS>O*tO^n#~gSo(kjASFdricTSV?uG)VQEt_om{sEcuo70!|8NNAfif;JPrtXd&v{kNRYZZ`dec7hE(V#>}8x-FdVJ6DjStyi2-dSj3Bg=4s6qu7hf$?6QI_I z$VO50SB zeDbkcWH<=iZB_m>eOT1KWznCuvEbuPVa-gxWppofcH>W?z|ypYXc*rR#R%3yO7&&W zQr~Yk^M&|AE^v}Nn_K{~9ol!En%1!@Dk9ATJAyv!@u|3lp7liW+j8YUEMHf6wy(%1 zM>h7%&fiUa(?quJgeqPRm0f&29sbIht}|X4?n_4;A{4p%ZS)&f#i^Zvec#iZv}CS~ zsC%lO*sQ6v=z@|RGb(c@_)X89+i4O^=cDA2B5Nhr@3@#al1E(Z;WqEqA!$WcV-eSl zB{K(=Fbm`4uucj~!fvBiY!-VVW}VY>Cz!&K@&~;4?#FL5adkYE@Oa2R&3u5!K%A4P z#8?ECJ^#7gU+0nLXsD|~NL2O?s==LR)-#V&8m+`Yx#*RG_=|)KCYx$#u zA`>xy7(Ym*@zS(9Gg2)$T+g=snRm-Ox49hNkHGa*fgccKRbG0KimRTm?3Y2HGyeD@ zPkJ4UDO;7&cr!9P7%Qixw&53#wM$O(ZRXA#LAm7iPm!~q#QGLA{KRIBt@61kO?BjA zgi-|PXDWq9Dp(}N)P3IJvB8)ZQ=zq9Dbv7D@{~KkL`7iHJ*qqoV-rjsJzv2xrlkKF zs3V?aFn~VML8qsrt)_s(7236C5MI%Bw9Togc}ibe#v}E79>I(I#45n#NFhI1!}hGv z!57~LV*IAbYq5uONuqC-G&;8Iw*nO^YxqKX3%_Tj%O`~N6G-J~dg=L#yBmtiGFi`c zv-r9>TsfTeh%%`I#-(0Pk`L#NI;Dg>tf?VGU*)o3;{~~rU*f47B1{PWeQ*HBWecctpbuO{ami(|FEt^W|BfF%jP-O*g&L1dN|2s;BE zo@U-MqOHuWw$a4QJV~9I*w9<&)wYX^M!c6LW>8B-zqqF^C=Kp^=dUMmrZ?+-lR@T< zHB#rTS2$T>p*JmaN|=h5weBz6dXd1|9GBXWVOv1@dG`V4cZ~R3R+z0mm4$(iWres_ z(sKqDHewso4#!F=tO@^)5nmAaQpwIsMh}i?21iq2@1kfM_)39_9*#xvX2XGJbduIw zM{>!=!|EO0eOJoR2l0J@>{naEtu zVupjK#oZ`cVBej}x%*6fe197AgVUBa&d(8l8uMAT-&Njl&}o=Q@k0B4H|AYT6>}}u zhGyWzLk)thQkt-Q?bWp_@^C;`KDDubFO#Hyp_% zr+_;V(<5aW)nmIK`ucLkz5JRD%$>o@;-Boy;bWOgWxN7(`yl%Z9TyYL8p$MVuC^K` z+TCtHaN(87OiruKJ0AgO={_+UKjsY&`g*lbxVf!8W2eHL{3({&xm*7<8!5I&XM15- z7;fhH^iN~nQ^apzOtWR8dH%(NlBUg_K!p0p0@KcQ8PYPI05i?fm>vFB(pQRQ+VE`k zJ_$2|_jhxJ^_LKld-=C$P3d>wnu~tu^E>hTl)^7E<#M{ z6$S52mX~zZzbY8C*m+wxh+q_!TU?~bfecDqhH{^|UVK=$`=uxD_g?UhWmZrA;^-Lr zLUjFP-piU`>?eL@z&f-6aEkIC4&u_!KamRc3Kp8@Wf%_#SJh=+^ETV^3`5Ltd6r1I zC_>`O!luhWFfl+|N%*5~#U7hbd;DO-UfwwvT1}L-UR-tk2vLwJKdmP-4iSx8m+x+( zA7&@trBSp}WO~5PL*yd~WFJd_OOF9h(P)N2#ZgBWGup75(tS^3&_I)omz`#sFms(Z z;~OkSVj@!1CW8*AM{6JLk1CC-K*veu0MB|vT2EQJ&Z830hCu7s1PYrFhexDN2qre2 zZ{ATPY>3-9bofm$UPSzK3^~F8@}-xj^_0%SKV0vG<%^B99$0zNi>2mJmR?8EvYhV# zPaQv9EvHmRmq#>%lONRr;mg$E^%s28N}gXYCkCfnisk$U64dpPY>=Sr%>Y6(=sc&? z7I`2U%@PHRamEr6_k`m+B<$$f*(N9h6$$fqDnVSgV|WYG++yb$%~UX^(YWO zzQS3f5xOaK#5>xvTbZo_7Iqkan+_3}hLD9oTZmP4Ps#Um)9x8X5K`zTdnvDDDbi$} zq6&M+r53dbCBflr=}X0;lcjQ=<&mUttvX$S_0Qcbr6b@fA~xMZ4^1 zzkxG^%5@*n(ghl`{v^`18{`g>2qE$jjJtGp6=qNGO&ZK#VBE1CxXD}NWp4l+)+*zA z%lXCHA%;_kbG*Q;Qv_8drRNUa6&orY9K;0ADQyq2H0CH=mB1AdOCgTKM5y&sv1za6 zsz%8W_o;&6I!{k^ubSi*N;9KRp=V;IZ3LNL#q_TMkOL0H7rLUM+cA*k9Zlo4(EoPA z%0Jy^z5AQ6@;}{X`Tr@b{OvZ2@Lvln|K>L9-hV<^x%cl1EA8+8t+4XH@ivR@PhrIz zhw$%(mH+H*7UBP2gcYKo%pw;vV`SAke2Vy$XO$MbZm7gu0%{YDCrZ|px6JrBo?Vd` zU@ZP0-e%?hZ@zNtb|b7T0)pp_cVL?2*}L4DzxEY9at}gW1fJ@l!%48! zK4M>oPM#QMaB%KQ?tUPh$)dT{9=Y$67MEyDzs-0xH*x>-w=_TIMGPUqzD^v1yx1O0VU*_>P)XOZ0w$A=kGmBoIXz(13SyRLri*$Gjn_QnpHl zlbiEyHYIiA8!Otx=(+ya$;{NC6jnp-5jy7dK%bxr%{L;in4QZ5?;fpcsVK>SHt%HC z?vloPqIzt`Zs%m|+MQ?Epo}){9FX_7NW`ggRVn+RHpZK2(L31QwYsAMl17?N9^;Xf z`o`qFPLypY2EMA~=+M5-MzYlheVkVxz8<+Ofk%%Dex9864NhuIP7mZ7SB)!wxPDN! z1ha2w;u`e+WKP*ajny6u!&P_M4f5wrDRPZIE2uy;o>R+Q0lDuKaA1RN9nQnWyUQ(~8$T1G+4Y}aF?WWa3s%j=nhW3=7(5tQdqqrR47mA=6hb!O5^Rg`9;%V6M=QO4VUMEp)bZxR z)MXNz7->v5Ci87(9@2IQd+|=To!$TKZcHpkn?4w%1+-x-pvn0&6Gp78)<-#o_UvwW%arxi_%HW7ay?vkjY8}cLr%CAY+b1zh zPS$sgW-2b$?8W{u&QzxvH_(#6((Cq*+h!=#PO?;fKTeZJSon*Plr@h9v7&)p;xQvw z=iQcs5X#R5_O^lPsfGKvG)kdldu)f$lsl#-qp0d4Ot@Qn#a4kBoQ&22P05T5bWH z6>oMWg;b}bM2n$)O6p}mwf%L3^Lw~qg*)f0G^Ib(cpa&hiPFsRKY)wo>1xS&n=c;2l4vb2;ogdeFkNETkR#^0 zSiKfZxJ_E({)`%M>Yg_@SUzkZV%pJZeY)GB3jL*fYVSV<`6T~Cy3 z3D1BR21bCH(2bMWS3Jco7 zr56nk7MKe{&eDoA_$I2+%XPWOgCYL6^?iN6bPzTGqAmL zPb|fiKkMuy=Ow^iJS?S1AXd6v{bVf--9`Wz`uo7;Q5?=oj{@fD5XC=amB_ih~qD-aYuu_Ogsf2&2RBkEk zSt)$6RQ9}7o~cX$R)#VuQ}X}a%?khf+x!1i1VZ-r>t05oSN>kkNO7N7o?U*B=n8S$ z&Df{5e~~j<%5$P|{MsfUQF$KqMAEDOLe97qRtTkF)vuznny#}12Ol%E2#?k)h=~iw zc&^Vh+<9y8uKIYltLgzA>-`*`-B;mc1%h7wk{km z0*=)=OTBxsZSQ=))y*?2f55KiMsCmzSXm1rP)z=hq$`h{p~^d9f1U&u3GaYL1vR=M0OX*7%n3axXjP@jfCjOr}Gcj zzDZ@b%|NEM^)4!XS8o-M9bd_O2zk1Z2i|L6&&Ry*-i}+_OvQ+|f6n=GYvTp)9G4P# z4z@62bSl1{ua73gcz4+w7ltMcv;|_8{hw>h@B$Ujyhmxynxc6-XFzwBHv&WrMyuz^ zP|6(v8u~wE?kY)Wp1*qf$V}1J`toHZQz8PIW(oT|i_PN`s5Z^NX!_Q1u0MtV#Ksi) zRzCCJ-}FdfOqruKkOn92x=aGJEN%`0zrYhCV%Odimm45Yn$#|pC{{mBIG;^6?}lat zET3OgkfKs&s9l~mnl-0QrwrF?qLi8M%yj$EeF(bt0Na$9=ZFYgHP2>d0+!{ONiwt;JPE|}u z6tRs?po&((GoiE=tfO-NNAR`t`|3ooF__AjYWgJ4z=Rqj9RXwAhjovOtX@+mw467d zM_%W<7-D6|FcfD-k%urthnRqd(m>?Cy@)o8Y2jvS$%v@)mZ#9Z$fm~D&q`lCn~MIY z4t&UkD(horS0h4GiJ!s%7a}`#pmC3cYjH#Ey-&+hHXb^KPA!Rgbh$dghDJ3PPxqeQ z4ivs^`dX^puO;?L9qYQr!rN7*leR(i#~xX)mo{N1?c@Iq5y<^1hQo)yyb`Tj%7-X6 zswU!%VtL%0T*pWB>MMtw5QA1WVSob=(Fifmhgy~}DqgFz8BAA~H;oPVj}JJ!Z})5W z-?|cfdvKJ&wHL}0H%jROx)WsH7}F!2fgIkKx)KTrm#Uk}bhHvmRe~gG%30PnIzP*~ zkGidrmX2tUvN_1%uzEkK4TdS@YnNGvvFpR5?AXTx7b7%^26lJ_{?AX-VaLoxq(nl1 z@A(+`@6MFQRK?9$p}{QZ*G!Ejo1Eq^N)L5r+ky{oOK87ozWr=Mof-nzQgavFrV2b|Uj%D;F(c6a|^R zEYjuYs+AAsJMVjCTP4>ld}4KXA9RyPf#VSMwfc`-TCA_`RS8AA6m-$uFYODvczKtE3N!!_oC#aLT-{%zTID9)Ow+fMB(%3QS=g*!PS=~9wQ6< zwc1_vNs0zb;Qr|r+u@0#KYS(6PZvxCg!3a^3tha8@1UF##}NgOsGyrxn>rLPE4q&( zwXTZ``e5z9C4SM~>ocZ2W4V8-Pn-0!a)gld_0-{*PpE$7m(c5-AILOMyP1D|jnV8} zrGN8}A`tIP(Z;@~cgHMpKcb>rh9+lG5<(6?m?YC1-g^1&!|T?@ueR&}#KFag6f!HX zSN-)Qt!|L`P=(v)*(oqz0qR_CJITclIeIojPhz~p14dNYd_69@a?4s)KR;@=;0=&| zccEYRK;CadkKNZiF%_Pz`@{Gyt}x!}$f;ka)fUq>3J)PO|FS*L;$^hft+?G9Tqe%) z_K+CfMkZ=HC%bkb$ z6LQK455lf@8DBC0Nq68qLk$6tpd6iSeu=dYE@1i_yk|g`kK9ms8}if>Sa{JW$7CH8 zb0{^A33IKd!DXmvNrczgA{Wz*rKT|O8vto;tgkX`e~YdK4;t>3OZAPDN~clMzyF9U zUeilbX`f!UpXxbf zrVZ1Kz}XQuNx8-0Kp9S*@E`a%k$xx{&XxFx=B;m}+dj<;Fdto4IMy?9HBIXFDwy&} z%Rx^W$tT|Hb=NUF$frswAPZ-21T(udfuaF}-|ohX1*_X6cNZh}_`#HT?bk-iZS*L8 z+)a9l$UM8qjP4Mar}U#@HV($X;qDvAausn1^!2*d7 z#*jM2*+$HWZb*xX)PJ;M#bpfL4U?PqOsNu6&#hNdhz!={K!_RNCu&h~_Jw1nplC5K zRE}~oxlEmIqUEIa!w7s?39WXoYFAa%)F7vHCS=VMMvE8F^o@VFnb}_@#H7mz9fbJf zf|*kjB-fM+vW@RUHRH*R=;raCR%qs?SgnazxJok1fXPIF9Q)%~!pHy*I}_DI!*(#t z-!@IsMybe#(`7!Z2L*4EO!d%5hKXt6NYI@&nw?FEU(?Xr$`W+kDZ08aif9!H;#jTH zRG*`~@db6G(rm8Y+~Wh4yjYt5a!2YU&==iN#&c+QEu2wabtP?mNlDYJC?}wh4fUu%;RT!rY<7ssuzCi6Q9M`9u%$D z+U!|i$WRPlcT8RepIup`F!DA{4PY^`O#K=BJSMfZH_!oKaa+r+Pcg}O<7?vHk6kpB z`%1#p0QZB_h7Pj#Ixix|bk0b`K{?n-g1M8j&6mTMk+4-nK`5o=B_Ir3fqOE2tr=)0 zM-O;^*2bbpLC?m2I)vKoOdghjJ4Pr5z3s*Ev;6kbPiQuRmi==3A8bjD?_YPOAF=F9 zBkU^Re!{~dTx@(H=+o{g_SNNa0IPm?W^dUCUM!V+{)~MLB!^tgNyAE+)Gn>^H4hpk zLAXk%xZQUWcHbG*WJcV)iQn2Ml^{&hprmko_G5_K)9|b~ad`{O&(#B-Vgpr1-d(>I7VoO+G&i8Y9+!D1hGZ8%;Xn-hac@DZ_ zMRp^H)yLk%o9a@yzzMs;x?-`X5=7FhS*w+deCu_O0rub$jhl(BnNOHjLZ)E&(+G&obk__M<;`7=N z_N+}D6m$>a0)kB?YOd-DI&lg@QtFVq0IyA~1CB7_wQVlihR~x>xp)qkM(Ad9&jX9e zbZm+0*5T!yd`C^6-MLQJR30&XT|MX=lENEVBkS@JNWTUO&R370im2w!Z|HgTia&z1 zIcIf}spV6ic&cS5m+248bi<>t-nVHqebjf(O=9i*p3ISf?+IX(FPrauzYlp&PBdRxH0lKrYZjbiiv0v0y z7k4gZz7;($tu|xCNdB}XO?B*W8?_kvKLH3&{{{%&bVF_Us1FOqP9c%*mqJ4&mCPBE zRFcc1iiB9&hhs^vNITNbDB)=&e2HS5y!#nCa7ezbk<(R91KrR^9K;oI7(rLvM6T{j z$-0UFadqMWL)pzW?$c62cXoZ+8&8thw_x(ms6A+^8eigZ7V=}M4_Q6r>1EWabVzgK zwP&*@Z;EpM_8GdytqpwIxbW4LP4s5k6JjJZn8=Qo}^uL9MzkP;WZld|bnyRZwc_uSO900Vy;iWz#^!cuJIdg9x zg`}-D-m$A!f38%=8XrKvgx#sQv*ynl#Zl@LKk8ku=N#-^Rq#yiU=Tir{21PK zv3!IvA?E)s)oDEHH5&V=q?$C0;r&YR`#;)HBkj`Mtd9-g2U`;6(F10b8uKg{~IXmXDMI_ts^u8S}HNp9M;_0!<#OH=dbWng33@I)U^XhCdH zpEOVLTa z^#OGsNlTYnd??)7A35~QK;n#tY#h4GrJ`X z#YbXwanoxuB3Ax6Q{hPwLgUduDRPMX1F;#L0%b(lds1H0Y?T}_fOuDA3SK&|`v!Ry z^l^I7B~gW@hHLf61z(hK;CyKg>EUl|nS=CI!5N73NN~_JeMwg!|4~GZxJGWqeWOyP z@iIBFu9(DZ8fEBx5hJvIx#>7T6g&f@F(Z-yVpMMQXwa2@YAd50VXR-OG?u0+YHNC} z*d{<<)_orAT8Sv;5SJ}g(%e)&&7`@y9_F=f`Lax@iViqw6_hrJJ6(w>iD4>scN`gr z1KUVHpTck+!c6M1w$N}T;HBq7itQ9aag4eof_)4iwD+zVG#1>LG%lw1wG{ld3X8SU zZ`g_eMBMyY1ztlTa>7#-4q=2{JhluFVn351UC`zJmj+OsG!_0?Dmbzict*fR0|Hz_ zX_*J^~SCe1q3RrsNP)Dh+;$l)(1!<_SP7L28&-gg*{Jd<-dXjoyL0WWMaN zJSA4LNZVTRB2as*TPjG+I{Hp~j0Eg`N1_s8a=8j1EOl3HGVSpUFND)Yd%ldTh`{fo zp4Dzh+exS4SCREhw-i8fp{(Gi@>j8((obf%0>*vViQ z*wOH%!x$7po5EoBAfo*dJ?RBnS^6o}zF*_(TosEfSf(v$gu&E28T~=wj`;>Rr%E|WHc)O)}meE<}1(InjmMCk*serYi3FXMUQQ|!5X1MNlk!>KmO zt~igpucZ%Soe2H7i@lOnqAX%x7pHHlN}I(C|D3TUM+I7;Z^poK5>r!9pO~(=_wMAYo?1xXN&FfxK<_ta^jj~kcfX@}U>0HO*RJ=Qv>gWZq4#auoQS=|t7 z?$dI6gX(!S7eXp6;mnyH{~=Aob~XAHd7QZWb%OQr&*ZRIw&DUx-39cO{G;IIN#}O8 zxY;X?%$2oIIC4SEy308iO@7%r(9lTBpG(r*V#sh-C6>QZ3Wf zw9egYY+uw4I7OZfM4#$b86TBmYH)6e#zI$7bG`fou}97u#^qn-2dZd>sRMj%D@T5< zbw+hUoK^f-W+zW7da*7ZYp_B!HN4EKrD#>=r+lP~{dD}EPBK+cE>F*3COOjHgVLj1 zEp%S*qa{uDsS6fzooS*Frk6~gXhNSgr$1OG>bf1VW#lxR%fkCu+}V3qSw^4*S2vSE zy|YT+$~fC7cC~=#E$hkP30kLH^C?$`{z9OjMme%yASaf^-iis$&eSX5F>HQAkqp8d zp4e>ix&l-1QDW{w_Lh5NqQKgxio&S-x9{fDE$%%~UHb3O4x*TBf~N`xyoc(rds|_* zf8Sewb+WI?HZV5GilSxU&=h;6ro}nQO+9bvlV}~}nD(JqjJKCcLpdh0BK?|>Ie{4Q!vczVFLRD~V7;*HI>18x37rHjGAngkv4zI=k*V+2x!Li7#S zrBAR-^`6B)`vgBS_K~7E*r{xJU!KuF^xtVjzu)F1iz{&9RZ7|WfQ}N2bs2rtdGo56 za!+Z)^(2{pzPG0RSx#8tjL2b{iPZ*a)S(=B?xayxrd1X{xqDwA!MM5R*D4;h;l%m8 z{An8`vy$Uy!b0l)^_G;w41>~M?ZvUF1iRVQAC@Efo8eR;B~%sZADpmDsk)DtyzHV! zuVJD&5}SdeES4K>3xotGxi)%^T{y^Gb%nDz(_aoHgfe;UP6?f>e$*(A+&J~4{@&;@ z#q_S?5)Jw<(ZK5rK6}ys2O8+h) z6isp2dWs}o#R`{`Hap6OhM>pCG`A!xpz;?79^$`5Jqf;QfASa~o1?sU4KZQ11ZZo> zBT>bF=#-LaqSowS{ZNYP{Ol{|wsiRKLW36$o+8XryA`hG6MB_)Z{Po#6i$1!-QeAE z?eVzs8{lLkU7p#`+~9CVlftW-#}7^%H@@cj&%Lc3WZ?FbBjHrMzgpn5kITO&l>G>xpGuAirREDZEcXfUV5f*seCA^d2LdBOJ>&M2%-2)=e;&+4hAvLBMp35pJ ztiiuFs>#i(4DvD6>Ok^I8D3hvo-_W~nFmYgsTgM`(>M zlu#c8?h<99#kLWKSh*Wy_M%@*0rxP-{BY=^mF!z0@x?3|&jI%>2QZ z8bMdAPLN>`+Z%x>4JDuO(~Qt~2xPg=5hhk9^Jog-whyEv=XE6JV&2krGjROas%J^7 zDP+s_)Ipkk5c0VaHdYx9LjW>;f*0$11Q%27Y7#b8=wt&*g zTpa(C@GT)$YA7pQ zfe#JLH{vmAtb(#&F#$@{-C%4ROJuD%s;864c{vMZ`M#AQPB%$?N`7RJ=UXL*E*{RL zgs2~Y95QhBcqFrzS#6aCHbrYT=-$%%1|g7&_KZmwYP&0rOl4?hbeWVPEYsF)Oi&+wACL5K6 z^!31)C!#zy6hHD?rbJ<>uvw4@IWeS)I+t-wY*xd3)=M%|yKEY)lRQC_YNQ_|TpCQ) zDyA`I`lgpj6Nh+P0TG=KE9t>xRf8XM1wKMyC_Hla2yrz#;IwkJ`9tG}XPLX)ibYPL zwewIhV`O8btN1ZnJtM>uhw(U$9&XQzEJL~I22FXg|JRk}e^SApRPaBN3Z(whD6;*7 z3Z6VqCBUEHnx@2!iO)6@*P7f6JgSk=NR23H4(5|?*4wmJH9U*|0|@ebeglDD?>0fF&@aE|)M##*een#9V553xt2z8OhvV+fM;n8aT|+4a;oYtp8|U3TB*FovSgZymIAI#NX)RVdg~8UB8U27*2b0Nm^jW zRj+QD>?eVCSY`xcUUIuP1m?iY9hj5{Pj5YO;qBtuaOGn8B!=@yZd}e)YwdvD?N1?$ z)nX;Uf=viLU0bJ3i1^k33{v=(pLbdvo zgoZTRbs-;(Y9}?tWf0SipV=2Mn$I4btYMU-`TUI+D6p$qt;3}6s_;UWgWoLM@mB-$1K5GDa~Yd5$?Y6wqc*xOo+{)(q@~@kLey$Wqhs?I|Ch|&kyp3gdTTTqWUL}%*iA=0b|06$- zg6R1>9VaGWjlY}6txgl%eSYLBn%9kaNN`+si}j7Pz6^q-s{gUz;B>}luzj<`i7QBJ zuu3#|zHu=QVlcK71dyES0vT_pG)MW4I}=i=*>idtH82i4@tWWGb~CQy)#6B!<>8~* zSIsg6+D-2GV`JS6KjZ$3(NO`a)Y?UBp|=!^-&$W$J-#3P-%177OzJLee-yU#>iy-A zIPE@818b})>>32D|H;Y2Cp3$i>%6e1S~6^7a=)qf`6#ZBwrU?Imwu=^Pj1eUg!rk)_B% zY9-ZGxThAKSHgUx>?$Xsa+JlHD@ZXXD3W_svqVlYm%|++p7-pkZbfuuoEYy+&3XL( zkMzn|nq)hb7hVN{w@fu&dcz6xJX&EJ{1>S8E-DM^ho5aPYeZWMf2$ES*B})ywdtFY zr9DUfdIJw;9%luWtaCpwOt9882a|l5nvGPD`KVH?W|Cbf*3TVy2GI+i;jr^zmJU!~ zj5}Q0jnBFqVG2Jm=xh~vaOa%s)&(Ix2(&DmSzIPXU)b0#yLo5qKuC}(@AnGRO-aeh z53DnB7|49ZZlEdeFHX&Nott*WtqDl|OlWGuQuagp&5^1F-;$oCLeP$jpb=XffWyW^ zWNX%JDfY}FF9ZGItIM0&vt*m>u{*%IpPyfFz?M(`JydWqQe&@J_co;t@+L$uqV)tzZK5ei3$Qe(!u3)ZB zn%EmSH}E2yD81uul95AMtr*>kC^jOv=Mb?L4ORNaLIeyU;iZvU4}Iks z0&RrPq*~?cpdVRrmx(K+PovGmohl9y;{CzuL`HUHYLnWb=RHgSsM;hZ__p}HQf=;2 zTW+##_UCv$t8$rdMB$QUDoe#sUo_V5^}^=>P;iJA8y&8%E#?$UdDz5V4c&}dw9$wGunk;7RYcIohx*yYvIIoVZIjwYX&R&u z#&Bz``(;L5jSP7{I6l3oqA27Rr^i7SP4GdK#|1|i8!BoGz-ZRXyg?)q8wobkv*|N% z_yv}2)df(tLEOA#Hjsd^6WMEGHkvc)-20GrI*w3n)iJ!P%?7(8K0K-(^LYX&$B*Qn zg}SW^Yv4U!RYtYf)1M#4714zTp;(mo!K4tHLtb%mi26Px#mMdNm zIiC_(v(fG*j?OrJ_$nvOnMXQ*M<&PdKamamD{J__paA6}`M!0rmxc}i@ z0r`LHUBQ)qa92R`pSvr#_8**9`fF_n@Ne%5NdD1X0o|W>1#!=FakU|P2ZMl4;hfBS zs7H0SwNbprqzfs`6iVspL?jr8C%1C+O#G=+z3DV*p;sBzs7PpX+Ze&jGX=ps-b}7+ zjD~fNxCeQas)Fd7_-8D$LWd)eIahFY$+B5`7wqKI;Tw6fTV81C?`n86MZUVDNj1s6 zqbV)St>bAuL$~7@BZs=x#<2lRdTi@nwv)sNdI9AquTXb#R`}X$!|L(5fZxq0n zbTpGBG&UUW&8ZmWi|je4sL%yXz*@!&-^;b$hNa%E@11$oQ$g> zlgv@TEYZHm2Lh#7_4-3P8#(rMYcMxU!e=NZh`WQGpUHRrqo+x!W%#S;cY6mY#6+ZJZy3Bum7A z0OzRbw9LVTFe}Qp0KZJ=?8qCB)Rjce^iv4_hl6^8UT!cah~qugdd$r5GO5E2WhC{4 z3#?Z?P|v!3IKw?j^>FPgF9s@Pkj9Ck;O0rE$G(Bw7O){I+b}W2(>RX{I8%;_w9lfY z3hpMqjTi>7(Y`=9Q)YZ#H9HSV89m>%lqsn}(;JxtT(alfU?6!=^oB zuK&o*b_>(Cg%DOzmIoJkguRoVCxV`H#ek|@uY&%!B|e;Q$LBta{W zdvV=G)PE{u*joZvt{2d5S}I@#QI!>(F1l69Klj-WdKOf#{zKtmS=qqkQhTK;b$ih_ zDSxmA;@BliMsQrPz4Kn2Qne+~!VXMoY?oudkZ;A=P}8JkehB2q9Gj#9j_3x%xXXFs zY3L<0rG6KLAf7|!Lq_>22cF_7(o}EHVI6EAuLi~CbI|NRo3EPCclof&(lO6#P)OGj zeQvw7lsEZu?Cxl@=U$$(gX-JGi^Xp(ZKHK}eO|v^KL78afS9S_d*`~(MOgGhv84?9 z!oO31^1rOEN=!VX(NQFeia{<7(o!XI$0p=_sk(2-mixiSF@fMK?n&9omD>Y<6ohD9 zX)4D*c0b&8!Ik&@wIHO9n=Ze(_Nnzzac+#w-xY*RrvE4iiT*AK(E@^ZQjo(Gxf&xq z0t4AfCcg_pDymHid+1WdOjr99ea7<3e$YnQm_%dE<22mY3;62qxg_p|e<}#gR&c&l ze)G425MrV!MB^{3t9|p@TCp~2AcnF7pw1oy>C9DE%S`Zm}+1A8qR`CvLjf#iwk zUbPcI^{BMb{O3C*Ov;zx?-= zHDiX^h(78iE?oZiTN?7b74doSG-*KKe=OROXK9( z+n=9(-*o&N3b4>umoRl+>EA7$`SQqiiuH@HL*px{WWTt`z0s1f^r|-rx{>CcbIMM% zFYI+PmcO&HLvKUkszh9_WsNPaNjv?FWp#nvvb%VCnn&&bg7cQ!kiK#9r}v14YWpY3 z6dVH$B9qhydO+(7vkS#I)c&`E3Cr?v@?j|5jc?iCX)dn2U-vh2+2(jznIqE5|B`mV z)>nzJlqvr`dDp-URnjp@0-xCgoV7Atr1Kq>BJA|k8=%al=~@+F>^u&d z*#w&qLvZs$MVc{>fgD6gKsP<`MS3ukIEt_VS=ggj*(0!ADJ;g|8dZ;oR)SWO_>bUW zn)Aw>jbd9s`A9oXcWy(HhTtqPqiQ|uwt}@A$WIZnZ>JSOQnamlDjpL$p-q9%GNXVCewv{z$kr6{@~hv*jnHwhMrB6ETSXU4 z*rE)iOS@$GR$`wtpeKuI9;9jg0>;WsA%ARWNY7}_8b;Brj;iVe(USAseiNLD2*auiiKqdcP^l42DPP1oA&W!3=61M1N;gv?q*@$vNx zJM$2QBlYpYzM*{dq*_W-BC@-^i}- z#=N4f+ji72Kiw}f=(TFu7i8&%iqYrw8DJojsGa{}uPbr^!Pf`#hWOi7Lyr&Hp3`QE z3;0FOgLB(3i^Pn0;~VL{0zxENgSOVRnb71j6IOQ*Cu8<=B7A{e&OW)d6Xao&v~pyV z#6Xr#jQ;JvKNa|YL0R`VkN4kZk^YUx`>(S|fAx6(i&><9sh3KugCk(S)~7%vhM%#ERqcR507`s-13R$v&NPH9WsVXkN3+dFGGdryUWu7 zW~|8pNHY_t;l7N!^z%I*Z8^QK-*^)2qa;@{I!~X|_jT@}3cU@!y-6RoM7ET&>Fvdi z$~2m(Q6z7cBM#=%zYK%frVC1CMR)`PW<4yvKNbh;sH+DbdaBt9D}u`@HA93{)siP0 zn93bDZjp|UWQMntAEPxz7CqmY_)cf&xQ|+*kO`h?wrufKb|II>f-96)7?{UUVFWi- zsxM?2I&VuyyBu0Cn}bd}!GI@7_(6`=I4JYyka|qmO706tc6atRuit2dm9w<_U(nPbcqUht>+rq&NDFo{1RV}wA7>)Z6+dpB}0!YA*h>E zl8pKk&au0y(IyEOxVkSL3wa&qg2hkV|7M?J3c6Ir6^n%K3V@9A=RxH5jGB zd5Z#cTBPHfZFcPfCXn9JIS>@0mL?#F#}d)fq7%LBII|km4(sexe-T-+C@RB?JNbfF zcZZBe2uo&c-F@E)*ii)ecC3Uw;crbS*Ls%84awMFjX)@1MK=|;Z z(66ct*Neq(`wP0o@}Cb^GNDw;nDig0Jh#zVI#0iT7xIWCT&4S}%d17`^*Gw~RKdbr z1D*V20lm&@l_pxot>+k5?Fkc22B()el4K`>hWB?Iwv0v>Q4NpPu}1QE!>tQ5-X{H- zp}I8Gpw98P6n+KH8o{?+6`hfF((Xydt(Rmm5NvFYrr>KT$xix_CxGu~FE8g#Jf9+C1Z>)A&uGNpmryXCnjM52sCiTu^6b`hWEkAD_+w;A( z*OlzZ-?NivPPB{DVJ@{KVlr~N+t+xZaY|{9xcwnPcj?_Z)Ghl+=+o&(M3r`fGA#~j z$M+DcCi9>&lo=SUD!gjt&sEJJoBE_yddVHNzJUo*=C<@2b&9#IN_z4<*WHQ(o$Ezzo!5d5h$%+-ES z+!)jUnC+co;OGd+LS)P1hgK4;`yu+Y&*0mb5WpsT)=`z_^N)sa&SyJ* z9Y0Ne{>ee}`{F;CMY?nO1MD-oaeX+;J$%I0*)V8a?&qH4wsyH?Vf)1*Op^#n zD*5xV3mcLU7^{0Pm6%;oDaQaHr9m4~8gq*D9rwt>miOuC! zv|p~7#^|XofTP3FxChxld>NF1+1?ywDjy}e!4~~PH?6)$x%o-pjCA&dpkryQL zOLGb_%7W5j20wccn-09idV!l)@ zkw7OeVQnuY7%!?t#NDbJ{s5%xZ;LU(OAZ5>o0K%cGeK4$aoSTC(p1AvecS%FNXC6S zHr;Ty)M!^^;;uImx9(zEqM9m}kkJ-Qw&Eho0mqhbTBjh$22={++R*3#+R#yQ+88m7P(Z|IJB&RZ%bT4T zX61U<0H`RH=qw3hjg+J6PUHxqXXc^r;)C=V<4E3FoTusuE5ce~Lm#;8ehcZHN!?wwi1TH}(}Z5m?1Cav8r~rrRLxM&Ymqg4F| zf!X$;w*L)$hoi9-j-JT|2$71v(xzx8O-rSax!EWng3poxsQ757f3q{d*_x<9kQ3x- zpFD#yij!f*x~i$+%Ye{Q6t7`d?%sxGIf!M%&V)kua)ug#;(v(j_JY-?44m*BPGkxZ z1kse-+Y5gz6#hCZyuwsO2rD8sDI)bRBF`@*EiPKaTU7*mnM0Uevuy7KbSWSI&LRBfF6zcIF`c`Q1xw>H#{8#a zd*&x&QZjCRxbg(d#uQ@w{XJ>b!pnzVbh3Nl)c4l$a#eo|(0 zSu1*@)Sgapx5Y;~ye-KO{+j6!=5ggUW1P$FkMDyaU3T=;o*9hYLXs&9)*(hV7;c7w2F&ndn zxt3d|Y6;;o?WFH7+i|ejz?#wCHY_0D02qRG*_b;v(N8i^CclQM%DlbPw6kdqsit%R+iRtfS+bs!G;ZstPbr>nEnGk)DN4qq#;bMfTyb* z%E}%t&hC&Z8kCrjyZNgpv&L_oJHNz;%n-=PGWoN=x=Xl#B!@HS1uPEx#1fDNk+VIjzXR{TnHr7>yE zL^T2!n@X{LLOiW~?`m(Rmgk$FvaRFL&Ge+_9ScfLiY-S@b^O`kYNA~gU1{f^(h$ew zhuK@Ohk>gi>P5w#2|y0EBmz%+1sasGaF*@*+<5@MEo7K z$f!Unf%n!_+fxNUG5k#F>ZHJd;liPm%5;`otZ(J(R{hzA94Oz~*BcxO{kNJ564(CE zSn)4%h_Nut(&OKU$|{VL zCe}9q!Ix*fBH9|`Ue>G{(*2Oh@FW|P2aCK2``e#aw9+}EYKP_9k&$sjUj7Q`=n<(4 zZ(7C=e!Y$Ohh94nx8c+_3)fQ0=clntlQ~lNngr|;e^-#E?vR}SQ9%N_kM+X0`Kw}@ zb>&JM$hJs?v$z{x+CfzRse&|on01;hNc5KqQo-LUNW+y;X_9N@qP){(=kdC<8I`fy zWGb@3UIngo^Xl}f+6CvsRoXf``$xHh;-wzJqML%AT~TraQFUmI@Jb$cj7FV;XVT4n zC;sPZDmja4tsG`~&K~V8IgaOIl-_z=dYYz{Yf+i2{&YR9_bk=rwvx$*tr(QdJ1FR7`(h$ z=6@gG$Qwgj{&hEf_Uui@%C*em#-DrK0sq?^;-B`7o~SpwpFMgTTc{-0k*QwN3DzDR zbA0g>x!)*&R{y?~^)fpCt&_RBiapb+LG2w>BFf5Pmv#F**Soz+UzG**!SSq4T^zhA z+-|kotk2wjccL+UhKOtX0qz5xN8WJlM_7EbnCzu%lQ?0`IXPuVug2GJ^!dde}Ai?3o3175>^yM zZ-`oy>tI2Myaur8<)to0BLl45bAsrKP|@)WM69T`0EF5b`N?B=6r@!8vt+QBTaS&f zwJmFthzMmHthu+on;3AxK_)#yDzRU)RFCD(F&nH*OiP*80)#5D@?7N(JJXNgQNAxJ z#h!L}KiV6r?1{5zi*!;J=-Nw?{Q+z5wUtn6owPodOq=U=+tr?8> zeOQ^eY}FgXP3MCOaPn>L@c_J$lQ?^WZL&&4awtKv3DLj((mK#BTtKlA`6U7fp5U|q;{;-* zbjTSD$o<(ikvV-y1sr(h2V&XH#^4Enh5(oe5}ALH!;v^BIui}j-@rtWC_afy5G6*l2o64_zx@~1EhhsmONUBr-B z%1UF!CirNa_2^HH_raJk~Ln2ZOpl*!71idXVMyebdr51DLV zYqNS6i1DbZXH4on^mhO^?=tE2d(E&3Bqr*k(k&;O)Q^zR>TW#f%D_k9vyx+J1Wtvn z`dQljhK%g6YEJ9PquGvCI=p%gJKUW%^G1eBownbYW_IgfHFPr>^uO49>%S=Yz1y1( zMPQhrLztl(W`-ELhh`X3x?82YyIVrKTS-9-kXGqNMY>fwES~YYcAmZW9sAkOdCvVh z`ycrJyguu@)_TKSP3#Q2w}dL?%9B;?o&+#HU%uaJ!)=cjNvqX#eM_X)fTckTEAvin zzk|b=6-b|5;(-e-(o&7r?VbZ+KZal-4!v_$qAcna*W)^4f5Fetf$5sGqLXnaK`seo+_3zDru{ z5|qJxmb@2WjPec%GNfv*2^0wX_S{KVMh_BqPhYNTfU}l)2s&%nPT-|w9;?G1AhV$2 zVM^Y%{o8zYHETw;TG~OGo831kU(F+3Wso5NC%cc4gs7)NimIAo^J*m~b3rze61 zhUY%6z$@z@4>bBhbs9tpVt1yb(}cBnC@-wtbqiGbz}%fyJTmRpE_6c#>z?0M+reI> z?-SU`HI9~;zxYNbtK%GDFKIz4qis4XkxLpMhPohfphfHcp4v({YjpF_Gd*Dpcy*&> z)aS0nHT!x{MpyZm{UI!s21Phj@Sxl0@TR?r;~>Rn@2KE%v&g|h3!b!G40Yj7Xv3Db zw8YZjv)f!!NmA=vr=i0nr}0F=%P~HeZ`15rQvA$h4yooVN>d(%nLSXqV?ZrSF_tng ze(JjyDX}G5oSp3c_W;p<=l{Xt3*+dw{yQHFZ4T92hF8DzH~D<(-Z6TrS4wjjj`?)Z z*1z=JoIFCzbJZQo3_-3BDMRMo{k%p71j!u*_UD_YzrhyB>y;NtjhbiNCfUZ9EH4SQ z9Q5t_!UOqHTy!gIq)$=-Tj?DHrOHZWF{87;&J3fFd3qkWhQ5P|l9I6)TscrUtP9OU zsJ5sn9w{nF;7iR}Q@c+h^%OPss8w+trJg~}B!wjJhO<*UQkc0*6AsfcE&x8Xp_|*e z_NFM0+oTosOjOuZ$Y2rm*ajhZktq8pWZaQ*o$SlGuxj1`q5SCF5!2 za6K(CVGr!JxnmzE{V@kfdfgvBx-N$<1E!u*hWOFmqh#%e#pOUzuOfqqrZmMn0Z$>Q zin1ujnm8G1IkGrlFi^SPT@uh2Pg5$DAC5${YvNQG?XSn@0E9sOYQkYsHo5{mq#2O}uw8+0RSRgV+`m9OR89Ks!<6gotGyGbvd-6$4^C0OP{3(rnv z0O9}#q*ZuG4zH(=!zIsisbYF1o~}BNdIKHW+4N@;Xp~ett!{fP1kyxhmE)z$WXi9s z>mahy#DsL6xzw&BW%fjq8L(rkPE*(Pm57>!<7h*AVc=yEU=nL$hLe8q75Y3JgzXqh zyrXK7g+A2huE2vQT;3xt&w&lAUr^Ik#m8mu>M6ET+c^OpuQhw_p+B-Ty-timvCTd(SH@{J%uRxmwDaMdL8tJau{OZWJ5x&u5_) z|0WCdzY!5f`8y)65F7uWL&V|#8xi-V#|5>`P;84$oo;R@r1r?nqmgYn&ZIQ%fxSb9 zXo)A`=S{{Tljj$?nOT!dCjWa8aes4*;QxM$yrBCsNdM8tZ7?yY z=x3il@{F@td@1xcI2se(hlY8o-ku3`LL`<&X<*;}UcJ1SdvWrdKKpQNtNUhT0EP=^ zI_|An_A#r@r>6ibM%{Hazak0z>>C@q5WXX`#x@Dbja6N?w-X~6rsgnphG{}_N#Qzf1 zYf^k2HAKA)l8u+19KCojuTZoyA?|>(uATE30K6WE;!i3(d`zMEgBD-YDZ+*>+PW`% zaXZ0S(OfP+wjaWF5Q`JF{-cNHRrfG{G;S$)UN{cKRJj|XrkZh>R_JTUDVFS8E*II4^IA@T!&< zlpn}4;)YBB;SYT1l&)it*~KYUJ01uQKuk z5)=W6BD0$Vta-54(c{QpO>k-0Qddyk4toENoi7iJDmIEK88Iyv zC9G@Os*H|ml&?|F+b;BHq9}XsWy8uv2kOs_7Px=oE&9@NI+7sGe*{!v|1)kX@AYSH zMY~#^;5C}abTvLM&DXgNUm=ymX>yJp8l)ebUOWa#Ildrhi`_VrbK>HW4dL#?SZBQQUQ~`L52ae-&C<;N+LqnHrT_JqWtN+ZgoQ0Rq~tX3i*eGZ|i59k%LZW*eg~15XL%VGa=RuLC5@I)}u` zBqP}UKIQ;n8dvtB`I)d-ftSxhoGh@X~zEzW)U10lEUSIeDPc8 z>H7E7ll=@AwWBG}IjLPkq$oWNBtMD^)z?yuBSBVv9=3@0O$%7^+VgNtxJD_xO(WWC^MbUOIK zfl>pA_G?@XOrrzP$T~P^UZ^QS@ebH7mL*OS8>>wnkXJvON!8Z_QT9=LUB;Q5=>4i^`q*$?a2cPY1Ig=VDf|9t2?6C9#6b{GF?oe@lG9| z^|0|j0l@0-OsA!(YiA_WA30vFBxfv589m^#wHrb?bc==^-V#jP>~yF3O!tC1pRtrS z5e1Of8P;5T*y`%4O_6bIwi2`zk?jyEA+I*_P<|)mY$va*JF$ zSH7v@b9~4AAXA?7eW%+kODhPv_x+=-U^-)~I|nV#y0%$M=1bF9guXmAruaDfWqsv~ z&{j}4$-OHW!uHxLv1LMzV(QMx@oN$4r}f>o-khIIG%vPAt~j`4_#Ak$v9Ys4O0gdC zTK6i6R!E#sBS_^T?I$5kc+$_%VUOlidRl`aa$!u7)TbLLSr#Po1|!vigbf8XXB7Ln zz3fdkSFv7|VTEAWQShxv<^^9J9~AQZSYIYx$`2*rW+mmYj^g%1xMXWcpG6=5()HLT zxZa_}Ldx?qEx{fK{4f)(COPUE>Qlp>!dJ zRy7|Oa^ci~GD@!Nh*G>wN&zWL7#=4KP;}LoY-_h_XjUC7qvvQ-5u2nz<0=frAv4=3 zxud)V=OA(6QShV0LEIE!fYR293+b?TkdW>(TS2!@qesHb7BnXJPpL{liRh}^VU<+R zhg6@J+saOA)=#AgE(qh=+!yBzEsF!(b61X_PTg%)EA?W`b5y!$jolgayDE5ZJi7#n_dR35Zt;K@}5%LNmu&Hi0YJv3a3IAhLYUqOL|tGF)k|kH8&;? zl%TPmB)ZDTf~Wp&GvWd}>|mWSz(}!ZFmN2HT|X=bnM#DN#v1rX{7`ssyB)}YO!D@Z zpub3-KGpB_j?C>yWz?72C|6LK)I_pK1=lFyw)5@Sn^)o}>Hy6S&s8{DQ&wy!jcGwl z#vq$xRdXkx379ol+)M|WIFGFu%9=&dtg7!PWht(t6|Nf#ixZrTj?XbC%GSAt%Hwtc z$Yz7`LCVAf%(0c)9=m!jtNP|J$Y*_NH+TUfb~+%ha7kQM)~Zm{J=}Pvpj}(EXv4T@ z%fDzRuV}BU=wPwvpT9*A6#xCqlOR?}NpB<(5Dc>H3B$trtM0Yqf5ddF_`Q3r^H)qa ze3E}{_Zs*AH>Ml!?@TvZoqv+)hWZSNmzcDJCYL{aM#SKPm4N?$)UMC@#TCcC4At z_9ZUITJ2~%HVcMhR+j1 zpV<@P(I)Nz{FOGq=C}c0;V1R8sGqZ$wgpi*)e0y!BFRV7?DSBhw9LURfHT_%a`b!m5p}?KXNcUaef+d2 zbl-=3$p~@dXm=w(ej!%>ldPrZ+9B|M3xdAEfw^E!F1!L$l;3)P1F=#P&Z7Cu%zXMW zo_0`2{KU8WaOlz1<5Y8CS~9_D58%a)npM>DX@(fA+B7L$lB>wz0dnxcgln=C$-^*3 zBISn0BWv(MocA40*(Q8^o`UbREN%|u26xg;IjmSmw=R*d-T5ATj7(K4I96O7wT;s< zDf>#(_2M-?n=k-m4@p+-u&{UI-i#l{;S-l^$ktG>FQ8*7#F4T$xN8l-p%!rKP$r{D zeQ2DBL{)8HGoj?CQ(L}PPo4ISnRgB4WSuUnzR!Hq5=WkSqrZCpX(w+P>!zzL=);V& zL-}~~=fa|bszAKGlGuFBG6Q-V{@b}CJFpqY@e>9X{7#twddlD?7UDuu6<=R9w}e}PMv=@)KO<+_+lQTt>1#O@fW6l}oC$Q#X_>oKb*s+W zYWV6uE+s|G3gK^+0B2~Rw3kz3M8~z>`1x)G1hnlfx5~7>rRsP+siGBzIr`qhZ12jy zDa_z&j+5Bwr->Dvv)p&{|Fn3_`DSq};JmfuR->be`qEVXd0UNUqqE_grMai)?T?ci zUH_@>_1Oo`TLcSrs3dL`+IiV-m?BSe1>c7sd3oIDF!4r0aoHc5@0?Ci0|~!7SwhK=`jnlLfJiy})wh z7pDeX+6_HruBf#!x{Kk37%?R?wxhK#Awik^eEzD40Il@9{dF-yMh>SCXv(>8)5q_L z*P4xO#`!?+l6Wx(YdRm09!#W)@m-xhrdoYxbbmpYZIJ8fZ`EorLFhkA0a5uHukt;#{C(!USF{G{=WsjYQ+x3I*hPZ}woM|P;kwv@Zxu(67QXh??o#l!FRN9+{&4uhl!UKAyXjDx)1-COYwPlB&!1Rp(Er8ciI zHX}Kyz3k6BT|9g~^ysp8s)uv!ah5x&%_$tF=Si^){%RG%mL)cY;v)tatY0YdoC8{f z0_x=gEL)UK+k@}2hUr8q-V_SeJ_#u3v%1ca6t+^soeWipvOq@$&P)O@)oM~s!)?m& zL9|fJtoD_mZ$S%tih{EiL>38@0?)XpqovYq|}CV&Zj~w?(s+cej{}w-tlh zwQI71bR)&3{EUtJA`j%0sg;7C~`rMfK1OI zkB$I3oG6`0nRuwKscvL5AqeHAuiQ_yZpfdl0MK`&u-&j;yM{0ZplF9q!ne^utdjwg zFh($Cm{F@#vLRPdB+SQ1K;BD;5f9cGs~4~#CvS@?r$KaPiiaWL5~tD;_AzG>Ko78T zE`{X!ko|Uqq)cm+MO0uml)qjvHoa18zB-&Z&T+deRs#ymN7K?gbWk%lmeMUmsIk%xom0-_X-TV z@1EhYCA|PMCOcQ%##PCT1ufISs5;?kCkFgi8RYTth(3LdEZX7?X$sZQGMm(ZUS>0> zxIJ2}q&!lsAEm#@KLyhiiqiBnX2wuagQ}1utl*njIf&^r8{FGtnbOwELF(~ogVL$cX>iz$&#=_gj?z(x_V8>2<=$CqL#HjbcAGi1D0yfe$ z#sjEUw-Q37&q9^tmfvSvkjaW~4z_Bwo92fyuIh5E)*bcpJ4ptFr&0C^dc|k~U(yuZ_3Wxf|I?V91>$v9@qUc6s5exg$Dx zIY4^_+u1R*I!>noO8{%ARUp%G6;Of6yfKgti270|($F*W#c!C04CDrbGOUriUY?Y0 zwow7Do;!k{h1<+U=^{FY>q2+SOJs?}lz5&3LSXd_G<_n<*F&s>$Hz zeZ;`Xs^T8b7R~#%X=u}(BGju*zwdAIS^4tX?@8&z(MZIT+0eF^SPo>%W?GO%uPGSe z5STt`U1S_$AI7veL{{i?(Qg;v4d3x{rFqzR4AF1rScrrT`t31>r-;pQGsoucIyMKj zd?QB4#}?#Y7ElaOr|7T){$dMc~e#DwcGExci?-893louGrBMc8n;V*H@^69sY&tee_R1 z2fuA3O~VsVo1E*q`Tkc9n2n@?$G>+IIGz?&f!CFW(QQxY{Jw61lSTxBaxfc76{1c_ zLau>8;gw7N*k}e9G+Mg8lnTDngLPgJB?AQfQOFk!F>lgrKNJ1-M!6p&BX#=KS$yWx%z@@dk0QJiY-@g5Q9Hd*j0*j_`5A9GygOId0x>-b$C^*QKK^MUsbdxN5_vuP$Bm@+S$hz@PT6miWsUxn2sJthHCvPR z8%F%A_X6R60a0UJ6|fT0_iEHPg;5sWQu&>fa9GDOyi#kOWCg4J11aHa_*CLOib@PA zVHQJ5P;r0XsD&RO$@t>Scu2wRq^{Sdk5{!DMC)bZ3y0>)%t=c;HXi%0?g&;ipT&IH za0)5p6hBsgK3c#Xxs!Zj+`Dul<*6=bKh@S;*6N!Qe5uAQn7uL`Zr$5Bvt1iBCpSYu zRwNj_;b7r6!Iys?D?0t#B4J3?vD?Dn?&6gW9^l)Nm7}ZuiE!AV*h!K z*+iual4(qO{~EDn@HPk|-;4@WkTL$!@~LT=9rR z={>-%9xBG5-`~43SZyXm>qM%F5b))RBmg9c_bT*tl;o_HoOZZG;*3oNSTAi-)xcJ} zo%N1V3!K>taBds67p)y6tV4K2eoDxm%&OR7#WL3y(U}ouOo4nhDc)L+*v-+YLUYw{ zC?d;mbEAw6fZ}3SL2r&DQJ&J${b(GN!Ssn<{R1^g7;SGKl8=ZTWsA(4f@e=t>Dxtd z%uu~r7sIPjMBxVBN(a@l%3!uMlV@%3>&X&hL*h^DUzYpc(3h~x4LXE?RVO14R*?!Y zgvkyq7y^9LCdYoAu5p2m-OD8BAcPF!hM!GEE0#Oo)E9?E$&`ANpXqb;t5E1fs^YeW z0pcV%*j#Q&dN#gPecA2u#_CbQ9#Ug3w*iWGx*=laX^qZIVI5rWYHsJ@Y?Aug9 z_I8QK{j`DZ^txiHXKZqPB1#0|v4=L245$=PT(D*&{ZU0o8YGqDRN=-*;LA3_F++HQ zlCjJ>>T4!wi7-V#muVy21>YE{F`PVAt)G1YM^%WaR!T7w!4sm5Zq;%d;oAh;ArMAV zRbFAd@t2Xv1${G+NIKMG29k*1!j#0B6=J0Zg$eP9DG-*y5H*>RLV=-1A|Rxc0Z$#C>EA z;v|Eyf@`qBc<_e!|7O8;qo1CK*J=G*od`|p@ilSFv9)x$rS>{fQNJkr@27|2+?DPqlAJqO!+Fyw1y$MxT`p;a|)&LN-po5KF3=e8H`Xc-vT+{U|oTnuB6ju%KOddo?z)J!`bW1czI z|KL^H?H4sEx(e~@f+_f^MDV*g5Z7wWA*|4Q<0- z_`Y=jdo>15-d6BdR=FeK4j<~%GRHx z5&`7wFJm%x^*{M^ty?&f)`C)PL1-vFmz3d+c4!k9*q!$sp6U`bcW}ceO=#zGC0_lZ zYC@3-Pl9Xb{Ag=CYZ*Zs09;9{KqDknbT+lH7;&fF?5-D^i%IINfh`(vlo18i znS7j{?M(7ENf&|aFiL)mzUo)qwieTTN}=y8nY=_{LOA!r`jd=+t?4otYB;i#PsG#rI^_b?aa(O+GxPR@;EcvbW}XpGku?~ z;hCWgNr=GIhl#&tH)X*Lks}?UvBogX zQeG;OOX&_Jk)|K+unPB_#BKY3wEL3bby@)a5T}33B{RX|)Q;hko#`*8*=IFq!Y$5g z6k&dxC;ObOikwoC5UOU>{1?=W^Tpa`y)j|~^r1w>`kQ-t?n}j9z1nsI_enj!{_nI? zB=Hg%s~{*Gk5*DYNhpGS)}mm$SW;6_Mu+Z5v&_q>I2j@QGoCZCdzMQgRpr&e599EY zNFl?#nAs$^4|4msw(zywY>P5b{!Ts0tb-r4 zgfhIr*86HATR5oqq_BFnVDK%{Cb@F4iTaa^%*(xM%Y?Y(anD`--@3!&otW-$meIR+ z89#Fk+G-xvyakGB-qpL`u%33kmn6hg>hZ7%VwHE9D7i^@-w1y}n4l|n`QCN9d-x-j zBflpu%jG^AF}f9xYCD5i$v8Y-y1h^H=c6|wSj2el5r5)pPoMX9nrodGu-=X}9(|c5XEM2}KEzX-*Ynt= z?6%=2PTl9j)l=RHQ`$kPUF=%KKi3$jh#{XwC|28G-o6)i>B_%@azs8N=M9Er=9v$Z!2jv<@j2Y{N4MGjN2Q)-x(si0@OZe-bU*te^9Q9CZQ~l2ed8MMXzLWALO+0fMT4XdP&@ z=Jgufz$+AF6HZuap8YBejvZ?WR%K|{l!B_6u!bbMO9Cf>`9$pe?c!S0@K1fpxV`qM z6W~oTpeMeB)sFJEJEi0TG!qh_F|49f8axGXmN^M|0|h=Ff@j+V^f`o!?ubblMzXTP zr9d<|IIyp<#_>SD{MTvX9r@uwY6*hv3i9@$nGmDm|&Z8K+c~zG$nG_GHWx zv~*rCQs{v-rlzbHC!3F(NX7=nG1fH-cX%luq24MaqMvr!nuz7dqNJR#l!M^kfK5Y; zA_k~NhT%!R3CiW-3qs7)M9P%ZbbN7aVoKHv1Zje8s?_oFgyIM~Vi$|`c-rU+o;glM z{Z^*V)imj8&n&o5je@bG7_0~igo)FP)+EXL>t0v|%Xz6CUcxv>WHVW^$g?uwnG#zn zh(_#qQ*rsbn_@=za6e>{e5O1%j5f8e0r)fVHgrTw{DWWj~6ArMBE?Nb5lblXsRHEfjQ*BMYWsv z3C#_kWCY-bruOTtr>{qqWmRkG&g?I`uKC=UCr*fx^!%E87Le=|1(rXt*5!`a*aWjr zQcidsSk?iD?hwV5@7GNtk1x7d{Tt8;ZWz7*&D5iq?UvgM+`idgE4BTH5+^RbXy9Kk z8$cEH`8XdrfZv<>xxfL%Dn*;j*K&9X=D5YWBA4wCX72@?wU~Y>v+t2MALUZ_Us1q- zZeUM`qCZ>N(0?LSq0b+Q(!nTpVFG#bCT$l^7Dg>*+BWdo9(27t0nOakpTC-(Xj*O! z!Ond~$Ud&siOVt{bE(>(RKrQOfo4Go=j|-Mjj-lno#$k)F}(YhOZ+rn$BTofPW&(& z>R!o&?-e#)a0IwkwE;i_JTfOvE%le_1eOv^g+VG~9XAr+;Z z!@EHXH%!<=hptsiqz<`Brb{;OuQT13BF{d%!?YL{-(IwVPSoXnM-CwBj%05sIRlc* z-f|v&7@p)hjNZAuI6$?LeG)-eRDJp<1x1PM-AZ>p zj3oWe3qP$i!s|QdExG?<#m;}bJ!2kqt5rRIV3N2w5b!G+vkJ`rV>HIR@v~eJ z1u82|KRv1Tu3zIICj4z{s#br`_hu&fHv&zLJm4KPDikXwp4k}9* z>_f6ou}KrljreOveZpnM$0@g(Dnl^r!)aRFVIrqm?O|Ma#~O`j6^uWH$ctgR7nHUgLsdjCPyBe{mfhe^EySlX=txVrua`oN|rw}@X+4N zcLtQutJo(FNGR)PWDFW>mfZGGPiPQpsb6ht-tQO&_#wO7cW(?`8GN3D`pQu(`N^P~ z;cQPb+sGbkjBL=<4g(w;n#p)Rta{kS`gyok{}vrZl6K!tjw%=W;i`Agm3P_3hQ}}9 z7`W8UOk_U#t!bWS{?wX3TacKFF7#EkPDh>DH$pl%az)J6KGv*r_NHAU{ABDI%S z5IziV?5VEPNm+&1=ah~v={d{FLmuvaT&-U+eFCw`p}3xdCHTU}MhSMxEQzj1u~O6Qx-}hleZa zI2x(NLO0;5F zC$1EszK7KU^+=}J17NsttGLuK)l~)jjFsFVTha(ZEmG!NQ%*yNiX$X-^dg-_# zVbP}wy15{G5UL7-NWX?g>s_jC0zxB1>3Pvy*Vqv zwW88Nxu&=gkB|^B79bJ56Dt^@v7`d^1;s@7n=i4bCW|2xu-;d(HyCyu__LNYf% z5`9B37F$Ev%*6F+a#avOQZI3TDwb4O-aHPGMiZ~h7N!AYA?gkM)~DFIz~6vPIbQwm~oWhGl=-O9p~yU+cKS^mno?;ASGkxz#(s}+bR^WoqFi2dXNq}*VA#( zW7-H$RY%Kz>r{0uO%rDek2c zk@!x8pqz)V!bA>zfV`P0r?@gVkop0>I+>GxI$UyW{SvZHC=$7Jk6aPDOv#4^@XwG3 zXW-Nqwg~&O#4zIAHBMM$yz0_IjJwf4A=Lkb5@V1J`(LefWKY;1P-4Fc^;`GxEdOk+ zv;JLco#S4#Zeq-UWx$zujP=7!5?OF^vS6n!(ua*n z?CjfLo+?feBfU);Y(_C&ddEi5prIUDmquNSw(jP#6<^6AVU3>bnK3YIAI8djGNR@E zc6~_}49t(0WECXu9}T@TmEohG0>wSZ*R=%EVAI}n&H7g2XzlxAiA^g4%XA4xyNm*m zO%}nCZi&x#*_#_R?t<&bcyQx>S5tJFTo$lo_FAKp{i~UqWq9drGJzV+*@{sa778O8 zVtMKWS{gDxyP5A!_)%zhd&=6K*v~!Yx+afd)(#xC*;c?vhM#730-sru8Re=~KAa_` z)RQ>Oih+@#=ESb@Two!UZz;XaUb0<`V*}=xXCAs<@V5)!$soFzdp{63B&-Zvp=2= z#hS_UKG&mJPBe;VbL*;^c&pbuU=QR@I^&lwI(|9p=*Ze&lN2;7(f@S%s=B%R^!GTsW~)D_QfeJ_sc!0xyt}#!)4mL zju#l3UTxZPeV5us_VWhK_BTHGgXTVFgAJV3z-2OMj`-~XenR8#LaremDeX@DpT&X% z#;oHM<|{v?)$?w@lTv$KuH_w8+x8#E+5Z%XxmnjVGGNeEGzzll2=)Fo>Th!T?Aw9BiX()HpI6s%4!r}Fu6xamd<5`Jl=Qv z8Q!uOJQ{sIz9U9+DFl$NMT}1XZ#aI9KCr#s>KVT~?y_@?0zNk+^ZM9fKJmhKmi$oM z+mF63ofFUk_*$wgIlSb*g#FhjH8Mspxt#SrFm>EbFaLO{55vJtsDT7oq^d?DA~LlGw?#4oUVy z{f!{9B-S)5<-Q92s&C3rpA17uj}^@1!-VWufu8EBVyXw(wCqQ>b@kwk!&IHDVg9qg zopmL45yc`sL^lV|VvfIVq|BoY^{Z{I1M27mMU{^kVm?t(_+=3urJUYbpvramX>6p6 zHKeo`)YD31HhddL&jKes?)W%H>$(!jyGbdDr-dejWjMs#v!iLOwS_8p-&0-WcCNH8WSkbU3`-!#67;zKRHr!wQb4fvtdID_B9^ zHMZKG@vTtAP)^JvpsEQ}dwvMKjY9mejV($C?U$)Zp#u_Neu%6%Rcr_u%2zWoAf_hz zxDtK|VPw68h7T|iAXCB#!{{7jrO^R0y$V3R0Cwz@nn+_U&-hL~iER&EmKxcPK6Q>` z-4H@`T65Z1_nv=>8;b{c*Yjhglhy9!Unr=YW-%&$?>ACK;g=cG`wB$#Y9G{ z*y5b=bQ2IpT{L|%jF#F)2Tp5Ak%egSqekt*E^S3#O^1Ksgz}$eSL4d5S8Ap;KOm*> zUYVCkN!FM5y|Ed4_@Tj)J523{?F$B{!z4Z zyugTd9)2I}Eb1PNXqRY0ZDoZ1CfeDjwOX8iq;0tbaGYaj2@E{l(|j^;bx>&Xqsw$M zkLIay1}WwA9Furfm#pOMnD?fD@?h}{lI%;D?n?gf95xuSoN;7@(rQy(kojb;66g<_ zJhr_VCYhv~elKu64fVNb@UqLHT%$bG`NdZP6lwP?4#Dlxs}FtoUYtW**u-(pV-Rz! zQjxUbD0|tpgfzU}`HTl`iD5(l@}DjC;xw9rLH70UHNe&{K5!-b6!hKNyQHSwtKHz9 zBG$0fDwDryt`jV|XgNo+KtAVm&y^lfns{w)+dk=jSM$uoa-xEgCZS^7V*;2Ca)-3u ze&H-@S&=k~pf?;baVms^Fubi_ z?F(2IlBSSPcea7>^VE*E zA{N;0%(6{d!g8B4n}pfy1|g#||FO&iAbXXrQwO&5CuD9V{2Wh z-2(So_?vCaA4}iFuzRvI!OMxo(-j&^+X6aJVQA-C+`ULjx@h-$~f0lveE2g5#w_uo54x*!Lx^<%_G-MXJrdv6yD72-S*aai=^f&L;4KA zbx>7y=zJs!#7~>X;5{r49jKlKQU>s=}rrV@7*ZI_`YMkEO|1RXTdZ zqFjVZ{e#<+ZS}KsZVsLf&{1pSCVb(0Q4jZRC}Pf^0mbQ~;oM@XcT+lD26H0~9GK@> zN;SSK6?yzHv}e4&mlsnR_2tRiPNBw;&SKG-+}OPR=v3>RNY0Qum>jU7A`g)&AC1 zm5)r=H{f&T2Jr1khvb7hiI_W|ndyi2LSN0Ik!6QxYBHiRmV z&0VAz6g%9W)S@)3YD09eST;~+r-f;xY_FMIkBv)w38>j-Poj8|)4!YLAE{A*EIl{; znm>JBa8m=mFZ!**to6#f8aWaX>iQ=9bHFGo{Q9I`yn8ROsF&HwY{o`(xrux5yKKGG zp2V5NCz*;6BQ;w{{41UJ48`FE^4@QTf^4G!1rCUmSsAB(D%=_vWwf<3rGD-_#qYZP zHG~sD;kPyqE5~@+Xg^T}#==Ym5_x6(Stm{wiAzGAuhVR=Z9~h^OmsHky7to9*oe=o z3Wkx&IYV5xE@5;PVw)S}oI3$=r>ghb!*mo>&4l$2BYCjI- zZzDDNqu6d(2;Q1xKPUX6k1b~hc07#^V_|F&4n}8!h)Ut+a%u5cZCJO$b8}+afR-z^vXQZr z_k_svso|yWlsLMnv1=MGuae_tv{zw~F~hK3$Fv-kK+AQ#?S64^SsK|c%$_n%7U)k6 z7TC!WD}h+RmC|^#V`SnMtcF<=JJwZk!Rqlf8KTVqxdmvomk`eeh)*%y5+%jLCB7hL zP_PiWS}Lz$%-ltt{dQgfo=q#vDu-5uJ}H-_u|k>KJh1cBc|sT}0#OPYkflMQWBOBM zAW~2+8R35Qq^b0k3K8>Y>tsrmJQY39{vdmgq`3H8r94=ole%jy6kqwToc8|{Mk_G` z`h*}(L98BZY@DZ4Bv>6`*tn7-H!!1>rI^u5l3$~hJz-sxvs67dQJB$6yx&JFUt!}c zTjQC^Vn!=*{{^F!U4JuLIniVA`ksKqwa-CD;QKF`)6g$_h(N4H`}vy}2cnOC;Sl&yG3F8}R#Rr5QHfUyoK25XH~A^?g#BFsC9Fn+P(p+gevZ zmf7`S)n)rp8Siq%Q6;>b#m~jU`}b(&e`~ao{x3%>i3R6PxT%yq+Nhs=I)4YauA6GT zKks(&LBjnFg?01l^{0!EVTAmbD^b*UFIVF@nl9IpL_c4yr>XE?ZDbkVz1qxmXu8@e z@cn$XT@uUxb*Ccd?$_O#>ZY%I4NpFQ-G4m9A9$~I-rOH6_`=KZa~DrEJ2u{B5b$#+ zL^0?{>-kXSKr>Xk?y0QtP0Nq3IN(@^DU1^~%YfToexP0t4X)&jb(^nQeYusrVcxH; zE&D~;DOGA-(!)aM8}if8oLN2NW4j}d@Z$Y3TgeP!CFt1Vlre>Uc@>Pvug68_M_F}N z{qPs{%C6VOTi(<^7qyrHl0=7f+rUqS1H2ZhnP}z(%6=^EyEbymr+5pQh5p;Y{||d_ z;TCn@uWQq#D8mdbNH<8#&^gS&3_WyrgCN~Kz|h?xNQ0o15(eGf7$_ZL&>_l;-p{?( zv)5kvuJye8c#nPm6Tjp7e1F$@ULI4VBvph?V zPYJLuA2MXyY^N8V-@b4BM!CDlGi&4gTMQP7nS6u;s2;8q0#hB@mGC&;NS(nhrIf_gJy3iw&faenKafLA$=-Cy0=Fr+;ouv%Se&Pi%iwf2{SUn%zD&CIJ zF*LG1tteM#cTrAzVRoV@*-?%IkCJ!XVn!~43a@^$w!9ZK=zXzmByjQ!4MQeyhZ<+R z+=ZnvjXn1Gz9s9}a02f){T15Z?;4%9Fa9%n`jPa>e@CFNVJj{pymkK`{9V#end5l; zwW*S2#l3`>x7mBBW_+vplVJ6t&mat6B*VL>_Q(`P0EFkva&pf zh8gX|T$S+a?OgENzAKxxwzVA9Xb~=sUg7a6$IQi8@Rrn=tetbllf6|&(+W-@R_%E1 zv3aHe(2~2FCvC|lh>CBg+Bg#@eObU~f>U>dM}Mcv=Gs)*mb9)a9S2PLbDuYLJtx75 z{QBpT?LeN29OQC);SNWoE;-6k-I>J*d6P#5v~cb;S4Vw!WE>s&!0*h9Y1?3=2KP{y z$D8PBh9AL{SemYZaycgrQcZ8xZ0PyJNEQsSiZY|qjmI%;JdE+M0dPCnE4lsxE7`3! zV#|1`WYS%a_ZSV#PG0dug@|Go0r=_k9rOh4=aV+MRFDt80lP6z-)AvLH7!-~wUn>WS_}>+l~T)8`TM>#AtxNu z8JMa1WP7d3x0+2iHT6h8+vKHtn~vtM$i8(Za5 zHdU^A{dizJYJ|5Gl^`?z^!@{ws=gQ6I3`qlQP&8ZpjC-+LxdsTxPBaH7& zCA!WEzDe$w`&*wka-pjB&XiRM1A-Srv_6^35MwQAtvQ!tpOdBNg z#hgUPekyOzyBea9OzZtXHE`8V6qn)WnBzwxW995GIR9eXE>; zu9>af*VqHhhVKw&atPzi3DKLOrf4fV?7_Sv@UObynV}N}~P9@@gG^P#PIDB_nXEssO)3 z;caZt8sd&N5@-d!XVr#j2O(Fr?H0wO#3CfGSg5h^t#_58nOigh4MM56(H4F&_m7ln z1qD3IfGl_#fJHsEteB>BWKu6}))B)pYaq9u>`V4I@iTVa^4NR?_u(pivb<(P2GE2W zMFY{OGLWnykQc7d5<83QX_B;YV0QBZUg9x3XNG87v5(_0r=P`&1LQHfre$Z6L)(I- zV)23L`u)~PVk?T4``S@u!Np<%I6bkQ)KadX#Jgp2WeBbCBN^DBeqfZWUJh{Bi_$~^ z^n4*AQ_p3WJbs$Up(0xC0+TSDA)S;FJ1Qu(J(&1VEQ#M+gJB7Xgi^Q8FvjR4h`6Va z!%SOysSxFI%axitJ#djJd0#Pw&sV}J@2SxWEAg&c+&0GvK^xSfFjH4nsB={`)lMwf z5E#lDyo;6u3;}s!K^@v@LKjWW|H~Mp=tVidJxY1-j*(l^RBw&1~~_+6vw3{6~F{GxTT! zwi5@(;hS=*II(lliAnQ&32*v#rX7WakhzI9*qk*DWd{S54=GYRY-_zsh}fImWDFm< zX_5?WVsPrX|G(Yi`agC~P(j;xys@x5N2Dpgyaav-)H3n#zx+h0ln|(CD*pEQgbKEX zT(|V*=NJ3^caN99;0d1D9zNlCO!j4cD`VYk0vAJljKC%cGQ8TE72QWlKc6@Jc;&OO z^ttIh)^tWnKkq#bLId-IqQj0#gWGd7agpmr;1 zmM`3v$|~l2L_~}VNmDXXI4r1H4=BUNRDhg+^5JT0UXclhj1P^)x4j;=D%09zJnUst z+A`3m2F(npJdmKIzf?0IjU#e}0pEAEFf(>T{PucYcrn2}lg%`&gHIcmn#c@7w#i(y zD)Z%ZceWFbEf4!%k|64gV~f=>>B(C=##m+*2+5SZ5pq=D$^T0AVO3*hemIB9eD>2e zywBkTBbCGu@ea7&L`lTWo7u&&IRPZI>>qn>DA?mbD&YN?!!;`aP)yy~Lpz@XpCqrq zrpMevC}gNvg-5AX<9#uw#0fUw4WfN2`s6U3>v#xjOynu687Mbs=cD>4bTBr=9+MZF zM7-sw7JliKadI;*5)oBVx|^iqtQt>1#W}}U?iegy=A^rZqgsYH$3bqYMpW9^aVmGf zuACk}ePZ7OcG8SAi!wD%?uM4Y>=Tg%%9gWHqyB2(LXjX{t8wP+7Vfe#I8BY^!^lUP z1oIE~&UuvwGg!w49V|rdILY(fpsBLl}N1PL-zTz_JI^6f*#-|BU-6XNU&x!17@%>ZV-{SkU z&1>;JldB0q^xY}>Rz~_0jz7isw7aWH3(uPVDhr@n*R?Tf7hbt3JcBhzrg+9UDoA)W~ zF!lvaJ>0Bd?(tuW&)YDofW>MF^eyvlxI=im;|;ikjsPgfQTyNL zL?#7Qtn*wQ-CdrEm_N@6o*G=wq&)f2CvE#Nc7dsXcTU9G%f$UYCnQLxFl5a=F8uj2o;r|PZZUB@GgD{ z$QihBV9cj!RGkM@eo_*Z^z|(EEO$eB>hWaIPvs$LO73*M?{bY7T%|HUeJuQ+IVUt; z?#g~p&A+?Af5o6&?b=b;sSkIgU1xEYCy_556g<(JKyk8wtl%9`}Tx^KIR*+JrmSBUyH%?I{M?h~~GUz6d z;t`o@j&iaMM2K2Y?u@+YNOErzAzYdn&n7?V9HT0RoC89ImW>|Do1L0pE{x{L|jnL z1R#Z*3NvYf>w2@tqVF77b2VdtG7eP&xPL_cnPff*!T{1^;vBgt*w>pA-K%#SZ76TKhYi#s886F!=X40GmHJfPVq( zlKhWy0Ac^5(x2SrkD9LH*h%SpwWmP89 zxhDCZ>{(@7k9lko?em_j4rf1TqMI(65}2(_Sa%BDtbA&EiJ-L-qMtPdy(CACdR)+G>6N@^~=5EIY1u(G+7 z+06S`>7{_($D8f9Jd(oI<0rLlF+$(s+gXe?pUz zMke%=xTdoKU}H|GRMMl+1N_*AIY-@5+01n;leuQ}M2f59;R7c@nGCAR-c#lpGNr(u zJd^Z&(emHe(j0NFt>UcYc}|TD&i%8Kc~v4$W5xSeKfX1gLLvqO+79w94sGXq2|In& z>kEx*%N}!jT#Y>}oZ%vAw(g_O90~EUOS4SpU_(|j3DO?96PCPJ@K)>=O4=5}AqO}Y zFEs_GsU=kDl;J}_T2FU`V}RwH-v_Dhl8*}tMIPmb4L|FjvsIIHnKB2n3{sxbPxz1o zCHI4)UlGwG>={|;pmmC%m}cT6hgzGV8atS`gbE`&4wYs&`-^&%eb_jO8gk$S?jp?( zJE7B8y}6j)SvD&yNm01}l(Gak{Pcc)sf`M^?R?Ry-4kd$&wP+m%Ofvx*KC_Y6n;l* z^G@Xx*TC8d^0)sOVE0zbLH^IddX|J*PWXlFXu2bqSr3_ zfG4c&*Dm|IYnOd+on*~7nQLHI_cyR>>Qn_M?RE?5;5Ppa?CvuAzy_}sn3WxWDlm7( zf4l4_oh@`7{eu1p*sZOmU=WcpdR5IBw%Ojn?utH6oeBlpZ_vQ#97?thbobCQ&)7&M(KDw{qSNH$wkMe&+ zU(UxSJDy+V|JmiQK6AYEIGi!R%l||p=5L&9#*J%R9k`_|lE#%^vF6&=5TyClP+R|0 zt$AHABkMnHXJb&&@!Ms8=w)+hJ-_c=tDR)!U8HPs4{M9ix?YIN<*f8Be&FUGJ)&7| zR@}uuT=tPp0w1`3yX+CIwq^|jnA}yjv7=u-BDUVbX`g7Wo@|L+P5ojdEPmm$4)J_oP2p+6Bd~dql&2xsFM#_Wjh! z51P~#cFI&Q*;a4k)~)i@KF#>}gOciQ2W0-reK#Sy^h->x3fpC#a`N1&^dOOBA1U%A zo8(pY=R!O-5~{&I-A#`j2HV$)8Uav5#ZiUij~&hA|3GUmdt=OG?db8up{xbL2BH)tsMzTWvckJpil<@1FUjaoZdB~M=6 z-%pu%19-AClzTdgc!>RxYM~v%Eu@@$yM)LhF&XeFRWm#*-DExds(tkB9!3&gcy($^ z`J;ack%6Xg)ZBYqGCKC%WH@AU(R^+~q&y^3f z3GfXSY+!#T8X|(LO2Q=mDhr9-s~~_dRKu0YAK)4T>V#&(s+(lL3)A2->p7i(rDi24 zav((+lrV^5`2eMhyDvGL*2Nk!%m$j$pd00-`~;7BR$J|u5}cAPR=^Gc&(fdvhSBu< z<^yR}yST)W_e5kD|hCt)wSt{+o4I9iIyY zm3Jc)Qdp=uBfWI3BNf212oQ+6432jOJ}r~Ar;fHdQ)KZ{hRh48`X$tP^6%RyWFdsH z;DMRs@r!z4cN)EV0c(zF|jf_RcNz_`-Z$a?L#3QXX7Bt;|@6HYkh>7dQ3fpAp@ zXqZEz<9Sz;j}f9 zcu404jnZDZAiaBl8j$u1kS33-&Cf+e$6~Fb5POO+#BGRPau80lT+^dRLbx5ZUt0SC zto$hY)YaA)f?}klQWGK8(g!&jrCGr;;u*T7f<&`Q0(}{l^3YK45bttnlUxBKF5v_p zk!dC<-4g%RRH!CU=UIA|!L)O;Shm-BhKhBz88A?@G+XHJcW(cSp`2B-7z_J<^=omh zrMc`#r5_bmD$?gUce22a#P88hki8#**6%Ie!aW8MB#%luCX+q;tE~k#9yT#~FbY zYNx$i9#$os==IG!#x6}shz4Z3&6jv9D~t+hFTJWR9&hYG*lhM}w?F1~>8JR_u?sB1 zX7qjZWFUidwX`8je1W0icCPllyz3pGbe5u7lWwWa`)WpjH-(90vog7@O4e_07{b2{ zwA3=*3nHa4+vntDB)O%@n0zGGFq2z zdDjHi_Kxqftc&IH<&}-Cc)1u4J2E`gA!`+M`mx6BIKJfOb3GY=x28+FpqbWBD)gneWDm$(8Rt(Q+>{4ckHPo-{ss&?1if^qw6_SnJ<%M#4B|Ajp zvp}@SwT1I57ise#>pM=lHgs0oyfsbfAETK7J7fuZ)Hx^Ts@}G1t0LtU^rTBbmt6E6 z4ng9HtH&vd7nTo|KAtzx2_98ymM$u=4`?)C@7IVorz)}t1A%-SKDys}H* z%D!WKWMtJs(RB|z(rBvXLJKysOXPHnqE*d|m~Qs};zafsG$C=?S+aCo&r51VvUDnf z^92wRV_UF}lfGDY|G+&v^B>^7+%=+dH#%1fH5ua1OHgqHmBzsz_ohAD(`l%wU7T5O zW>`J%RsB_~9y;(!}HAlLiLlB-=qCCPp zQVJ#Yl9r98ZsaZnLEY{B;5*3gLe$zg%Bnz<<(4+=jN6EPjIePM-JNCPWV?o2b&*kLi9J5Zv2tY2S?1UoNM0vkQ{UrhfAlC)`(EesN8Uw7CQoqn<0LzGCpgD+s)_zN zpA&8Uxi#f1{DEucSI^(2okwx$Al8mwAnUBwu6~qV%@H74edb(pxOjfu^Y^Y#Efr+0 z9bOnNI{gLbn$55>^E(PX{&e{p&NU5(1fsMG{M{56NxSbco>Nee;tb4c5?{l)nLj*nGmy}MWZ-oAGzA8^U%Aw(E_oJCyS2v>|Jl7=+njv$$NwNZZ4clGX~KHT2idP{ zV_^q;2q+Mfk%;_i)!l-Xgb28@;Sp~Dy*iqBeY|M(n0zla2HG!$tnE^j}A2_c^{y7 zHE=y0taOI!DlaIN6cwjAqh3p;)sBeMs?b2g_Nz9L5@y!lj5b)mJofTj5*! zkjzMJxh72ldGX_ZxXn5+9Tp>sn-IbYEnL7zQH0E$#te6Jl}v~I!l9|b-5?ZB3F=-N z2zyXx*wgnC6ZFmxLftFQRA$ePpQ2Jqey**rz+?+55pTeyelQ09=jVMdw>YzgvED)k^iJX6bNOvu*d$Z9b~ahYy!qwh)2q0N1jJcc3kl#$wtY^MU=du#9}XwKdkEFWwGF zI3_cMIdAzwFT=cd=147>h{pAct)2hEG)g9H7nk|<;^L_2ld5PA_p7@nN~C1|$3|Bi zrWOp<{KZRBx*uMD)AA%#%1w}V^o>?@dB$qrq%*9#Al?iCiL)4IEVGWE zyULhOi2;3t*v2dkwa1_1T~gtZ2B02n*xz`?K~B zZ5A{Z}F?LqD!D)f=h+NX6^nE(aL0>%&+x%`?;KrnHQ;SysT(mAL%@ ze=>l$Tsxt%yoC- zm{)jqr-9-$17n7ieb9c7q&^Rb- zcGHr{@fyhLthWX5a(Br=e+Z)(!}>0M+hihIvQQC`c^}9)zsP0K|6Wbj()6vavk!9M zA0W4^_rk5Z7UkIcm_Dl2VSh^#hw5Y2vqBozgTcbOdyXDfyV`_6Lku-6q;_f&;Wt42 zDJjl5f$17QFK@myV|_t9<>sHg2F3@}a(%|Pil^;0Z#Q_-K5aEw$_a<F46?tJZl#Gn<}B< z2|vW}tT9ZrLc(?ezDWidMUS6is6oZBTY(JwqmvyPrfEq<+GTVNHJ0~xujM!}CPq>l z_Fp>sIPoUI58GGlzjgGADW5;$*9%V7j=BEQ(G$H|>9ejMZlbzX@=HgL%6Sc%(h>Ya zN8kOYj((PWi4b^`KT0s7->~o;QY58@SHL^MR&aQ&qyN#z)n{~9=hbwHy7;hck@~k$ zqd%9UZr5~q{Y^)onP$BAdpRnLfubtZ)cn_Sl*fCD(#5qR&-s`hZ!TedyYz}?B7>@o zl^aDR2er3eUd#_p<@nh4e}Z4VnRsH9UjLjNK>KiO`oT{`JeKXldJ~D4oLskFh|b*g z)6YkLlUe;e0c$Y8^b_8oCndBYVoDe(v`^(f?ENJ`FnSGnW!LcX1CF)b^Uc*mcHNgB zeh7G0U$2(N`Xg9>=0LB96u7SOTgqSfZLd#fgU^7j-r){I`MP?t1eqlNe>egAJC-Zv zllX>;pxXSsoxYrxzd3jgEt}yLBK>Scwza(Z#ca<#r*>!2Cl^{ug|r(D6yoX_${Kb> zd0f`JV*%}%bID{JR-Da_untwFOQX~CqX%^WuLmabP4?%Fl{ISm{acI170p@9^_OFS z*AR>;uwc>btns3X^i_@b=VxyH+0$47AzcsCzj6c49g6GwYaTvfL4}?^%y$*^lm)-M znr-I`F=fMl_2Kz0_1i~>WmBn-(jRfcix0oQOH8hEfZ6RADz-BYhdN6!=~Kzmm-K@b zLH=>ta$3UbuQ}+Ld!<*)xdm2riSV6!wL?^_{b?h@H5KS9r~=A`1@k?r_ZC8ABjMO< zWD80XBpHeZLiBD&>Q7)&_+t8TY-AswyP*_hEZG>@R|49EQ7`m?P7p}1j?gn}R$!?w zzK5zvFP&R6l-V|@iIu9b5z=8JAhT%Dtncr#5*Uv{X#)eg(5hdjd_Nz^7M9U?Hmk1n z1c)N!B&Z=qM>I2*5ppvDMc41U<5>N3%!nGwZ+i`L;FnM{99tH3xA;hCO6cQQV57hXM$8rhqy0rIi z@-v^QlzGqUhQ~_AP!*(;4jROc6K2sm?}hrJ^()z}H6kUgh@dHW=!sTsEKDSUU=R-K z4#^pKtw~m1SQm*c{(eo7cUx*n8{KJudc6t(vc{r%0-eJH&M>|}hos}igwiz|nRW4^ z=QPRBz!r-E&dj4w9`@0V5J0uRk_UUI3*g$fV&6{uDB;r03a6*W5_zmew zW^0gs>+r+!KgU%{8^Gd;Fa3dgsu2`K@CCPRjKu->b9}g>tC} zuuc_~8^#E!4deq}3*@5V^m=x!iBgcVv)P`E0a<6+R}O6Oi034zlbL}{h|8sz#?7j3 z?tz;H|Itv$&FGxlAsk^hX+PW|^mvJJPvv~*F`DJa`na@gJKUjh`D?QQ@GgFFsQda5 z^_q1jmdsW_s^thVc230{?=)vz^KF_1Y7oF_)0fmq_3{-a{nTqeBDL&pUO}XSuGzFa zCY71xIc8YvM+0Yg8^brmPCCI(f7~k18b`@Mo+ycJl4+arWrZU|9_o^e6Kl?i5*u^G z0VbR8s~;qBg7npgQl<9Cjov^J^^U^)CZ4x=#23fPz*YH&JRICpL{|@$e!8YREywY?s6f@nx%ePV&tyfIDXyQg!_+@Q@LFIS6^0ZcC z*h_e4GEj~m0ykG@voIR`dcmWNwrBH?+1FK6{ckMj1*CU+Z4_w(MsCbNyF1l~wCs`O znoSpoMj?WF@Cq%hX$?qULfhA4%B7q6WKbt=;%T)z3GK)ZweHnPCg=OeA`|v?1l||Q zXDQVT4hkxBZ-q2X+bJHphf7KlAf4OpUEKBjA17=j&$?#vrXGL;s#n_Wc`5V|Wvkt^ z{q?LV9_7C(@r+@=D)HeK#?j7}@4`2G87l7nS&66nRf)%&OxC)uk+QSjsrUA}60hhr zf?RyV528vUPK3%7s{Ct}cuFC}uS)!9CFPpfd3{iHPCtU?YLss(b&-<02ojS%o;+r# zB(+v>n&BX&|CS`bVr`Szd@vxEIN>af()Mr#EFfOfgu1%`t^_!#tA%K14B9^7Ru35M zdgnFbH6wWVF2S&jVkkEN#KCxOZ|S=-(ZD`q^eE98xxduVJhqt5gLbeP@hyllr^(q#BX&3#(^N=8_B1CprspK_V@JBqGJ( znVV@Q@PHBFnM0iMtdIEXu7#}fsuvVKFCHr-8yiY=TvbEra(lsszPqVYCx};U{a*!a z({)ah2KCEK9z+B4ZF8Y|K6mE6$xqQ)Fvbh6rM-g$ymo^@g(*v!(Zw{Ocfj^bi$$#K zGaa3M$SFfDbd%Y(aG;TLy!`=`vOJphvG*~&m`_G*@NT`W$k^R4o#*6Bo_ejRL(d+hd4&0 zR;tod6jQ7$Zr!L4AWEbV+dY`HvaMtVp24(&R8y~NkgaU0FAz0H=A5M=1yCa~2zx9T z%$o|ce#E;8W;bh43M(-&n$k0d>R^j$ZXE><1LX2s?tWdMq3&kk02@k`Xa>$Ph}rPX zY6sP%v**o0ME#W1sZAviWNd_>+Xu#(4Z7QeNaYzyuBr%*6*wE8@6PmixIv6tzB z9!afq=T!AHTa5xF9|Y&lbkLh$K=4H=qXsELk2OmMW9Qd2OwvUIj+OnWjcB4|E#;&2 zeDsFa=#!_ywHtxMXnJpuMoWyEu$c1A9Qvek#Z)44F|>*4y7LP^>B?CFd>g6?3bkQx zdAkdJUWPAYeL4}K?Dx2AwmLRlPt`T?}mc;#VFKWyv#>5i=93F_0 z187AyNY>;S?u(H>!cSV^v#R%2LFU<@bhs5r7>>fdicEfoOE*MKj;*7= zG?&8EM5PAPO>C81J&a>nfzA2qxi+T??`ue(>kL%t!p>u<6?K=`(oM@8(kMbdrwd@k zlHXZ~vpe=u?9$YBjH=V+R&B~+U{c>AG;?5aU^quum1QtB=(iilhGA!O3aW&iqs03% zBn2Ty7}G)4tP%T2T;iY(TQuPmqmm$ft82aQ3g_&0ocv0lw3BUcX#Dep_{?%R#4q@9Jrtxo*SzEyZf^ z&A=05_&TwqQJ=N2a)5>6Z+;hVCen_?S8E|jbZ;{3MI}~qd|$OK6yEj;Q>u(?TUK8- ze3QiJl~3+kRO<9O8o2_5+wtfp3r{@ z*nq3G8=^(#lRS?o{54*NAWbQZv|gw2No{r;zrV;Eus7ARz>S-;#+e~M^@`K^!b1GL zakFSYwt@*Shhd2sA%#sEW?u$Gd=lAi`^Klnl>(T;Pfw@WoT@j=tVQDd;CMpB73D!_ zz_|D>UAE}4fYWztm0NcQC~LzfnFN_0dS9_`r7Xb*BPTmPTDj)5eBpz`1QRS44S)(O zD9vcG1Y)Er8p!%nm2IZ2DC}vrL}dY9~Wfu(m@yis^^vIP3tL>B_)IdaUN1m0) z0_D9Emmrl?ViYG;-VpIHYYMSxIC>$CJA^O7z4_z%3rhJLE#D$ed)|aPP0Pye?g`zd zu{r&c{dB1Wpz;^uRz0V=_Lr}PeGn9j8L4JW=BTILiEH-h|KsZF>p8ld7A$))R_ z>=D=eMzC!F0+q0pOPQi(YI`;Wada2d`Cg*3EcUt#ycxk)LvzYbEV9Gfl#3lya=E_P z;&k#YPmd)@;mEoxdeR-X-$OYzntS#7DPL2fPU)S^dWS)q-DEl0rSh>ouGg4e4z6dh zmN&e!lpE;N3k>q#DSSMYjAB+7lmgvtEp}k1>LQY%lChblypG zm0F#X{>Yp8_LG*UiFGdaDsSIhy*YW-I#%cEJMwn<;^cWJY5jv3m3OPOr>%o(*Ami^ zcbgKYZIg-rx~u2jYV&nRzPU-I_|J~~wIF}0=$9bBa%jh=vKrwJILMHC1Z#}584cN} zeSI-m)^OdC5C4!)hBNUuLH;8x(kNkFDIuLYnKjKL2e>>5u6|4%kUOUQx$rMRzVcE| z662PH+%@dcUEKuwPNc**nwrl*4hT`plpiL}Qy=Z&8pu&JnsiqkQNP&+{fr+dJnlwp zE(Itji<3+#8{cCTTTMGVmRdC&R%_4rz_zn34sQq4(#}`NzCv7$iM<(V4LQ6gLa*24 zral{9vzHeOu#xneTFgPa)aqf6u=NH$iI$vUs@x`!CV!h8|K_qh3rwV(XE+_r1*5>8 zaAh-3yIE;d%~T@c#g$;#T=R1^1GeGFd}Naw??ztE^dn&|bw63g?OmO^xblL3&C}87 zKOg%w9{+mmcQl$E!PZH-BXaK!eKh!)tFUia%ZlEO^#$AnR31JHv&sF7Wbcy6q;@UN zD$33IjFtFe>Eqg44YcpJ1WzMHZR&4^=Lc`{Xu_WPGZ@cYu<)gwl-kYkW|fqQeOy)z z?fmTcYspFrZ~P%0#T|0dffpjy3BQ-D#B|tyUNLL5-6>eO{ru*j)+2CgfRs&)e8Nx_ zlTUt+)PAsZoawD$KQQSlwZOc1Nx+Be?b%0qAHR)^%%3Nx_T8Y&(*Ch~y*)eseEhgR z@W&^M+Z~Go>L-o)KlU6nI^Had|E+k_@or1~wEe@IlD4--h^=|A>NcehE}plszsm>< z=w;+(1MBQ0n*?=lCq{;e8dGev95D~Mg!IIfK7FW|N_wH87t)q97nvoF`!lB59Jq}1 zTja@VzKp05v|o-tl^Bk5^FgqZIPwyjzsWR%#Z_+W4h)t3@EsaIyHBaC zzEpM6rBrfCP*>udHF{ju4Q!>NjZo4ehe47fDT+#c1*{yuP|%c~>eZI$LZ{&8F>>AO z;%i!R?z-9V)_YlERk1yx%BksjuKr0#P(`dW7;)81gMnTYU3<-jUf zJ~nED5E8*EA>3g8yjR-aFPIPnQsv;eVIb8@4IVJih_;1aTG|#oN6qUbL5U#8&AtI3 z$&Val7G-)KRp5P3`_*RXpw6}INua5hS&3dr}s@Yg!&p1^klrM$mG*fgqg@iN{9jJ~V(146He~#7z^i}tbib)kW|1a_3|1GX#v+}p7Qi(I1VB;Rayw`Go@BQ9f4YB$gKD>9rJIn95 zC+6y)Zw3n0VoCJh$`5^iZb9gWmdMeu?LC}L1kPz0Gi;doY?wAOc&|1@N>6&Z5fGez zEu(bf{CsQi;H~lRT*jaRY1^i!RLQmK-1PEKQRRre6#+ zWd?1Ud4f`vOxp}p-g$OxBi#fEU*yH&O|qrGLz~-lJZ$9_m8i)45|PuRc2HmO@(qBI zOEveV4a}y)r#gxCY$Q)xk(y=|#qVX%L%MI0(Y^LLIW*9s_6Crje2TE|wX~>;$b2HwVt08jgv}^N(?0Qfh(`09 zFdeF1?57jX(_IO4>CDBn&-mFPxk%$UF)#r?oZa~HQSQ4%p{+5Opo@~?1-xFluP+BB z4N9ra6=ZrIkmWhZ?W)XRuzIxyb#hnX#3?3R>w}^>(F7}v4r$Q|kD!@pg zGgnu-zQhQpN`v7c+(_H}$0UK8wATHiguJ-uvb9t}@&& zO<-4yJUnfIvtds7O$w>da(wlVI9i!FsWPwZ$PXkXv_O71CsgtNLZ}2SB=;twKr8g8t&W2Gp`K$U^G|wE31T8_ z`=)C0sdllK;`mQYaqA@EZ~q~2-EEBeF#jj|nM(RgGDmut;0jl-GOyzelSsRYILi!M z?-J)&+V<(4d@GBksSE*7jc;w8~H6anGphEU4|? z`H#0Z67w^(!^HdDzxpXa00XSNX7uvo-eF$!>&;d6pqS7lAs`y}j^9arBL4~-JbFED0`pvON*OJpa{}Xua{=%0z3_s)ue(uKgwAoUChKJZaRjH z?U1pwzk4Qw@^D(PQ*4L{%N2SuMyXmtk1wF+=>OE{+L8|s+|{SAIc}SXtd-&Cc#Es_ zY@dCj7*lX2^_ucX$q0}0`@4KaUInE4_{-d%1%aK)EBZPzzvxzOG5ssoq!;?{=!Kr| zNJwSGz8=)(51ujN>3S=a+(seH7#J9s8!nWUH|Dr+!wJ90i<=aN9t`ZUt-|^}`ow?N zbXYiv&--gj8)IU9c|@+-7wNPM8~*jU{`SWgzlo0J)A7?+-+z1!yP~h1bdeco6H9$oF%GqRqcDpYy>pc`pd#8vzIiPDu%5vrFZ{KuJfk83u$ zf!p}PjhMG4nzD6U zPeQi+m>*#qjv-!Jvxt`IUN$&jDFOn!gxH%^OIG~8u_)`61{0RZf5v6Oj{yOo2HFY$ zEFGW69O1g2Fx*)RTs-Q`a(`pXaOq4Ca~jQ&4t$DLqDvHfmz5I%P~~O~#6y#J_5`bI z2jWK9+D1uiZUwXBu}tHzENau$2nUv}iaR%oUsrLuj@Z2`EaMg^VSbv4k)g;LjhTv& zqDVb=AM{O>6e9?B>}f3mk`xQKf2<>3XhW8~jt1Dmd!AD_cI#kRG`q_}Qp3He9OQau z5CNM2bF>;AXE3W^RMr(+OhJU1Fp*2vR&Ys)-Cc*6Thr2n097v?=<$I(-#U~CJ65Y1 zWAUp_k72Xbozph7<|Koa8Ol_FFW1fUw-i6xC|*XXt)7Bk_5>_7#=RG|HSS@*Q)QN? z6W?r)lw*;xSd@k`#YDygBv41SM?{pdB&MGw44jz5$*psG47Afj6o84vcr+cYiV`Pa zV?Rwo3LliUTArA2*bz{c$^ThTLbE-2h@K)BOrBLIkl%pbIwN?`OR?rOd1Elbq=~ov zK!UP6M%F+Jst|fG6LllXY`rU5K2vwiW|IG8hprV zDP9)rh7rFRNenRqW6Z9>fC}=1=iwbkVz|bM5Ujhore}tb z(An{)$F@n_!svow#Y726Oj5LC($zv@e0h#YY2vNFp4W#A%XY`ut>f&fJgxtFUjK`0 zU2>?bJ9*>stEltfKYU(qU5Zut<9XdwLx<4fe1q1oUc@zTZI5oA-|?Ma<+TF_E8!A( z4ZId8g&c=6>~39m=PQZ;&-6w>hAQ{{K}$=O@h+0HwH-w*VepqUD{FkIBnNP$?GG}I zjTOo~Bw}8X67m5JGSX5rRW- zha@CufCPd|j7#QRYwxvAol|$6TWjBQs`mU4Z`Jt!-e)|cn&jqe-`1aG^8r7j72833 z@T-h(Ncpso3|U!uF>RsQDY-dO>q&!8=6pCSx@00Fb|xE)W_9~M6fC`W0u0($^3&L8 zveH(xK5=7f3HV@k7vh@MwAbZnM>44DLggfS{E8aI&o)i0m;o$X993YOe$68@yVqmu zuxQ$6WednmbUgP%g;e1p=*>7)uisA{p)*^n1%)dJnY(tR_2Y>xEphncy$8aD-xH6~ z9jHAam*9}VQa!;P1|giMb{C&%wZrmi<`idK?-nLRbabL=OiWyJq;wa2M)N{O#X|qhtqmnE)5%ulCNvrhsygm;~AjE<$Kvp#nxC;egHv76Y0-!p_&+pDW zq}pQ&YO2kW()1r(lvH=zmuW?>`po8wjh8jMBqe3&tZXo1*lRe^71a$f7J%0yvpk!y z%uh{V}KG%hUy<@qHVfD=C}WCtv}UC=(GOk z{_J9*@U%}#3$xq+Xf`U%)`Zdu^#dm_bmFUX0~XB|5_g1%7pR*&3pfQ2@a*%d#%ypE zSG}uL*R%LLR)1sdPX3jP2fH$Id`tYsM$d3b+VO^7C9N?(PmBSFA~lt#&()ct$!z1p zNz`&i;xYf96<6*_OBaj!qdzOIp1)F5TgMqBCE?(m0lh(L+uER?IOD%Y=U``8Rita| zYS3>hj}HO?@2zxQXMW54%j4`*1TdyJ{1yzRxD)$YZ-9n5oK9iA@!rXO#ixf@KU<1{?f))MR9 zqk4-8FUn{)KKS`(#dY*N^tR#}7XH?ZiS41?8AY~uqxz%NyTsX#=1PG6%B&nWdcFn8&CQL{ua^^NnHq! zq8kZ^wRQK0i=Bsb_1^z)=k-7G`uC~Ym3{S9ACI_~U#2l{zBD+y`Rm*dnHltlIJyWn zQSpaZB~iB%{rc`EuaR^;1^|>hCZ=W4eENJ+8*uFKkPk*F92cJ^#rMmM5MzZ0_SJ44EO#UMK7e`qDQ;HO{bV1hs8AxQ%xlr$LR`sq@T7e>_om*SX^nVKvx}3f zD3C2AR`rNNopT_pY@IQ(EMnFX8epeBs|Or3)cb{_WY`~0#|3=R>C5~>;qz9($}r>Y7(G+B)tw^jF?xr1Bf|oUN-+&GYV;|7!7q- zWIS3DO#?#QSVXLLBgB0Iskef_+*-12feeZ;cO$^#d08L}>nw{JQ2?UH5KxH~!LbibsEb<*;t82Y#md?y zdA*hw9!WrMMMWz|eKKU%&r$Tg(yiPT4a(EaZc}qTbFJD9=ckqmbp)5xrmE)|y&oa> zwqpy=le=aIZL({};0N;UAufFce$DZ^eby#|^S?Td&Nbx1bS zU|BX~%S$(EQ35%EgoYrlD*8)ZnIM9|8)5Xtf`|eS2;;WHl?RexPZyiBS)o9%$SYILqRR-|=R4&M1cjaU6|0x^H-A^+*Z{+Ax|zu|@bcVd4(dke%&=>09R zk5-C#M8dTtgKgx60&_ULLX=7K-R;`(xq=J||^ z$^Sw&dA01D-TXS0djcO|XPqVPMT_)&rg_R=yGe7t>IjbKA7mR*AHyEJD7ibv9!veB zL_vtE2fQa3sZ_vZdNU3}t-xz7YS|*Jx`x3s?1N%8Y)NHJVi{l9g#-B68D}M~n3xO% zBDbCKG0a$BV!%0t_Mj6K{&@q9hzGHO5Qg)YO2Rb~8j0?0v^$jjIUR*U&LiFlVMmU` zz>WsEh&pQuv&ay?K`K`bVC{iE)ld=FO@L!3TpWWCbq9K@uJD8nDRQV>@`xVIp%h+aW1w`YRp_0SvZr#yTU@N;j@8Cl4NDscWZW`ZVHl4_y<2td9$!}fWQ;X9Q8G4OY%om zP^}rFAodO>s_ZNEboGUBR|+c4*x|_;GZQ=guk8J(CQ2ghGo%JWjt=IdH3wwn7C+V^ROD;7n zUjISvi_-ggKf70A&d0M?DtQE`ehJ%O%{poStcP}JiFttxwu2<4<$Eb5V#~e$2=BS$ zer3u8haP|I(BAqZ*&e3c?$DZe-X*}1Q~t>P3}JLLq2ayZE;`iJCPkjw{>KpQw&@EV zkNnK4GiO$YmA6kkJzu}}IU<+umgkvWLdFqiX4=v$Q;um23a=f%ka!akPt&b1?N&r9 z$N$2#TXK1LEw4HAe+tC>4;OZl=Tmar8x5W=?M-YS_DA9aHpmtd(jTp~WpQ7Ox-=c1 zs~sSCg9jFFKWrUMRy$T?&+5YG;w%>KFOWB9WrK6&bfQV0=t2X=u~JXOL{y#Ki?QYGk`d#mLz`m7MQXs)kaU-gH|H->c&_v)@hs(gYZ1v$7taS({db zDY1qI$MAitQ99|AiSm_IJy!YI%2_q15M>ii>Mzw1&ruFV9#t6tXCiSJ&iWp)fP`jefi$TZHLW z{2sO<3#&l^6fWZSZ+2~clq28XrK7R7J|gOXo^K>ZRr ztY^H7ovD|GsnRik{8;cnK(dmpWN9-k^F>gpV`}fR;1)1ltxe+$i*0ilL|&|ZE$GmVA8?E&%3s(_9n7;h_ateeUl!GSC zLEBfw=m5!RsslvPSMt20j+PbVLSC5}@L+dL-TXX5QD7ovHVRU1E4eu5s1G*A4h(#8 z#b+)WZRn&`G3R7d9jMKg^7s^1@k!Yfo~Q~yYm8EI7@~F0GBmtlvU|yOGblZ8yGRya zrL!zeXat=znG8nOPYxa{XHj)$No1XMbUQ*%lE!{72MKqm=+vhY&0ZVGmW?)cIgJ|6 zN%8HLj~@v^K#{A|`NOb0k=8uB)-ZjxWTU@s?tk6f|8hwloG)3$3tTMQ<+@+|t2g)G z^RsERvwFeGnX6bZE#Et6!$y>b%chd#B%7olxJH01wR=V8^~i@$w1`H@P2-#4Zy1d0 zO8a{>>n^_ALaQDbdZ;4vXLm9yw8%f3GLZ(xcoD@sJ|xBsNBKM%#;yoHgy$h=td$#O z4|GJeo-e8~gj+po+8hcwH9VB-z0`gK($N*ed?j~b>1z3{RecKC{p(RM!;G$4{*;27 zp6ri&4zD=Yh||V6x=Z{7abD4niv_g@+IX8Y#};9E+`gUtx*cE&pVva-7}9J9IbbK6BvI(D4jI-i>Ijmf;=K~2(yKpzF{VZChWKW@XQhU9Lf&{)|;fCKm;Tu^(sqI~I) z3Kge=2sY|xF73Ly+HbpqoUcqZLFGofC}?&IA-qzk{U zY^Yv@!Z`~ty zO&ZBOk&!TrG)c{Fkg1%n1W+&bYRTUlFR+m~m#FjA$vK%T{Mo3gR?s}lKGZ;qgX)%h zLNmoy6OusadkxZbaS}$JZX}S7a6`yr#odtEK8)Nq%v0OP@V5X`JUnbV6bIZ5`x}YO z6XWLF$Yg6DQm%@Y>`{oDbLq`mj|eIUr|C|6+03yMuMmK$1|~H`_f$nCXEh(ehmwKr zTMW*|S`FPTK2CbOic0=(4#C(dSSRxlMir2f$a|(jF)383OEZuKw2y?(2Sz$7>V#^P zz|g%EgHuV-%dRZfnKGNNO*;dj^_n&OudNo$D0>GJoD@um3MhvSx)Y6rUFH(2zjEug zygjgw<*a13i@VTof}kGCUUy8mdpDAv^m~s6bUZ*PJl!B~} z&Z_TFS!J()cJUMUl;f|@YLTg5?oi<^YoyKO-y-erg{xmTG`@M%E%FFdh4a2rsxx-7 z^^>J%C~+>{+^X$pdB@O5Xxxti`EJW^&;2j5Hl)e4iHDW6Axt6GuNF`bi+Vanf-3F~i@(Ss$Q3@d-b z1H%v=l%BM+WdZ0a7T7u9jfj5XmbxE=jBY;ohaoKXQ^Yow0t`dC4^OwNG7?gu03Wn6 zEHf;rkg8`>xjSQs1n8hVp<P+c_6(Tc0uGknbL@ZhmmY_HdMSVLAzC{r(c^F z6l=e(5}IdGb;=%a7K3jDD4GR7@sVkJ4K3T0`$ogKY6-!$!BYib= z64fS36F~hO5NO)2FMx_PXES!$^pWBWS*=x@S@&^H}|b% zyYK;HV2s#C$hK7}H1s;6i*d`st~yw@`wm+DMbKAcCZRy9+uZJYXvCRKhVjGveYa0n z;x6h~yIA)6VkW+EW|^!kZASrbdE|NYvN-t8RG+0_sXMP`8vDu+Nw41J+P#?WUjup! zuiBh44bLY(m2T=|2VJ$As28#_ulcyi+VybfL-^Ybvlz%|X4eYUJ61#WIy1%oHXHCCQ@}Ls1aSD=S5slj*fORg z4_ui|oQ`C(!Ln}|s&r%L*`(dLNW!d`_aq8B-(+Oyp&Wjo`6bN8Z1opm)T6JOPr`&$ zx1p;6oNEcB>UHndx?Pl^`n2Az)6$8$uu3Kpwfmew>^l76ey>hRPvik^<>XMFR)pAz zD*{wqremb0`>Zn3qJPJ#g_Bva9l?2c%yy*UB>EBDRAi}M&70bJ)2{onHf%G5b9R1| za^ae+6f;uuI)zK+(J^*z!WY^>-D_2blbRy2m@-g}B&Z6Vo>Baa+E=7nbS{D4ZFY~H zH+h(epujzcwvRwL)PQCd1`J>vO@Ri9k;Yry&CkfM;b~sXBB)L+6>eVF2&OD}(L~BO zlss*hz#|H$EJQZI7c;vrscEQY%9|l?ER736C>|SkLtN!HdC??E7@@FP2NYYdDhU-bSwN zERE@lwU!b+aZ>(w=k@~O9r2$ir(BRDna73ibE;-?^;NIF()>Cb?JNMcws)_k91e<` z43jYIWpIou|C!k&96&@eZW=YiUw|7$7L#NC}q^KDE zltl|+sLDE@b%USp@AeyLKPzN?pP*0V3edLnaiBl2zcKqQo}At_7vtJjc;GuRAn}E} zmS2n$S+tTaDRbYddn)=RMX~bO0SoFPUthqrNF3%FT(y-MRn%++WQ~gNwoJ? z69l?vuRAvHkoNw=#t&K%VUbp=hRZC>erjIeD#GyYc}W|4mpM+ybl}mC$HY&*EuAX0 zl;)ngg)sF5XF-^v{eJ8jpEgZfjvaM44~SUamRaA5Ee*HzDTKlY6MI=e&yr*9z0-~O z7*Q&tXzz7--1tGBo3PG$YQPEiT%M_L|8Y74u5jq%q-7UM?Ks`ar*+Hk#Aoi=z78BW zRKR${9PCL6m5Cxx59*QP4L0)cEI+9;eIdNi{p??=qL#$QnVYqm*=_r+C;*n(f*s$o z8>;kX-(;kW6yDBanC4U|tN1qbH>`Hx9iHG1e08uM5vxcDtoGING12>B&>LDY-QMF9 zM`6lkYiP(e+E7$4ycN-8&`>3Zz2Tjz z`82HL{P2_F)ApPuFdJF3#zN#!i&(as5A8|O&DG)=X_5lhb$$6H=9BQvOP1z1YK_nZ z7vnc)J9tW`+AdXIoeg2X8g<($wT{{>4$Ad!)l#!^JQSpuo!g|QMqUN$pEjkp=u#|f(KBprx{-HHfCvDie}bqojK z2J?{}{jw+)hXyKXjuE%6eh5>xefhCXnO>MUdkD!gXdVF+IX8gAgE_94+701GM&O|V zp4ToC% zXRG0hrsipvb-5DFMN2&E06zz@l-_`1KxpW}B2qIUKA&B_4O@lFGuSjzEtpyje}HAk zQF^&e%EKt+yItS{l^(5kpm=j6CH@0FnAK;1MqaJ7V4G|+J|~tF8Qd1}3Q9LJpKOCe z=8U1IEt&)YXhq$QH)R6vQiI#)DZig4_b$Umu&JN5(9+tn91O+kbA#UXtKZj6t_SfG z#Y(8aQy+UK=m6k{3Bf_}A*d6%@quWqP2G)v!&q zxm$<*z)~F91&v*adZI~Byn~)^QO{r`i1y1Yba7V9g4LVlgloYfiqR1msbni4a}m&h zkIYd#-Lp=eo?RLm_8`9$4yljXDl(qw*0z!wGvt#k0sMQx>R4(Y7c&&wGQ`;;jg0^| z*64V9dRTsj5qFk;AX>K$MCK_>gfdt<4bZ7obW;J54Q4$J5M%O{jKzx$sZy|#q>&#< z1OceEnjy|O8Id#O&~|V|wU}9qEtr7QMm3nunKg)7E~+apN+R!IHpfmh#1N2P`;Rut z|4n4(uTttiAv1rKQvZ7)Gk*{6kSE7w&Lqr|3m8a`Zl%=ZpO)Ja>1fFf{@~7PjS_!> zYm8gSy=%KG+XL)D0pCS^2Enh2b`hp>%wO=}@y^Scc=G4_iQWS5??ke=o1!XNOUN+l zUJ)-Jb_K$U!rE*Ftd3+v%|nh&nMl|=T5)z58?B1h=C=&x&q^XX>gEBNc2M~{+B4EG zcedRkZ@%r#(ijGf*|O@cllTi;e^}rhu06=FWO>pvyTl&<>W8d5r(k#C_AfR-qv|31 zU9()(h9%i~Y;B*5R;z^uJeqX;Qgy7Pl%0nFnePImTy#Jcy!MN}eHeStN%YL%4e2h; zF+r8r>r0G-FQke2%Cl8SgFw$M`8M#z#ZzYyn6i^7Wn}i9OJC!Ae;vZn6H`6 zI+TDl*i#y+sL3UZ-M%<>xYr7xfYNnVUXFMw>5wd=RP01?-v{Pkh%PL;+I;>*e>};N zFcteng3=y6GejS~F?+ErJt?V+8YwFsY78hQx!Yv!$bT289{`?D{F;Kvx-oxrB|!F* zE5_i|?yF3tY8jY}wT3PINJkt}P=pBR8Zfz=9;i%mSB<9wxV3oIS)G>=;}W5<9zGeX z{M|g>f#z{Bu8?X8%vS}}Fcqh=I~5iPiEwJwtdk5SnsRet2xquZHqMdxWT zs)ey`e%JfJX~X6rc+QB+Q>h-+80t1s=va$`^f@h-y~-k0PLo^V>JH{5D^F@bOo%tw z)DDl9zSCOB^^@tlwQ0Q0fqLSm@_(~K=1*j1Ek*d%9*JbnJd)l$^Ti(-US#yo3_ll? zak_lwu)u6|#%BV}lsuztcxl`~qNybb8k#qJNubyi`ZsrcIygbkY0&ES$Az%TiqLr1 zX`wG!rC79mhF1!dqUfhR+lH#qbK+|SdQDtjf&G>$GzKIA(#;j6x5$jG+O4dJO+cmd3R_1TVZ_S*dM$*^sbopHk8@viec~cs^fW*F6PdZ)(~TDJ zDaI;tG?{Q7PXTe-^UHppo2}MCmW%V?4f>eB^#CQ04;Cq}JW?w2o=E&sUWZF##PcI* zj5gAHL&;Z66yt^|dxCniZ=Y~W$~NbBDYY@=tqGqmvKdYKi;{(F#hR3_%aJ(DmGhG8 zk5Ve1$O-S$XTwAUm$~RC{EouMLd@F!zQ_xqQ;)$N3zA^ldbav(0u zXT}fqM5I3uzjv5dpVXRGlic}O(gB?-?%*f%)Q+PYmwIRR$ffeRT_Co|bqnDD`p%Q~ zIU)Qhv!PQff#(R_l2*k5yFIp%BcHgPlWR}#qJH+`}z^IlI%1(k_l(wKK9DC(ri zE8Y@`rh|pgKRlNp>7l>UZ4EAolzaCHk#$N}2?)ik<()fb!e%#uIRqzm8q=~GoAkqc z#Hf)h4CE4`hX57z89nE-AU!s@wi$|(PTD4b3n4zulPs<2EE)CYKvhwFg7rW%K=hkA z=^k4Hv|||YGSA&}c`hFnVQaSRjX;nQC1!abrk85UECA9GXJd}XP|WYaLF8GCI=Oy3#^aLcBlt*Hi#2%4XC7w zYr#y=$%?P@k)ylqJR1QXV5<_|cv0{o;PCbMdYfo3MMm_lXd*kS>I@{`NHqCVj0Q_c z$+8R!5cUyba!`(VS{bT|RJ7u9d)p@E-vu7GlS@_+Z5o2pdIKaX!-;mH`KXk~*{RB! zHL8r5#dfWc+~7KxvD>`iA>M78PtoE?5yR5iu?v5UP*Fu84_m2=?Huj&q20TY5oLTc zRJ1fP(XBu$NS4}3p4PArMU--2Y^Q;XFLO0OrruxCY(9+kLVGed#V9J(0Y81f$M{#R zmOC&JO_dg&9qulsTs;7GKaO-hlQXR^QgqOAJwzY=87r=BvVzY0oZhx zMFI1|`nbl-0U!`87pUPpFD31xdb4YjlMw#hJ7(ev)KL)+-m~GyV-i52InPk4bBTg^ zD66xq@R2A374pt4FsBXq;;!~1y%4QE8hpv$IUW(OOQxHws+XY#@{)AovUS#VR(ZIo z?8gVBE~oMp%(DzG%L$^%QkN9nMszLm%y3;@@UNaXT> ztMEAgQ7rR+iBX;a$gOav7Xt(H*(~9mjtC4anbEsK$%|!?Eq4g99|qjH6WL9%K-qf_ z(c5mH&NKGPt4gCkJDyuFG?GCn9f(`q=1$M#mt=-Jc%|BdpD7;Bys#R&%-OS(~e`S#2a zzC;;o316=V%`vc;FLgaV7xZb}v67a_GjQ<}7v1|0;L{eA#1hjXM)o_KP?d7~I~euZ z0hGpjJPDLZuNH9f?qE4dI+$xPQc>k%C#md&(%Rq|q%idnSY>;7&`=pE73VUBdOW*g zMKMazteNPF?bG_V9~%_g-5aA=F2dIO?`M>MdndJy&^m%Be93iToIq&Fl$TP;tBvZv z$|(PRs&%Qjdr-o2ROf^Gv6Jl@1~$`k{Vu-qwWE&Hu)Gs7B9fB%-wV^pbo6}sET#8bgWeJLS%BdHN|x)T&PzRc;E8ILrR)F}N66A?YfVX+K9*In z=0G1C&~uNUBxvd;1Cx6Hd^ZH2%u44=ZgtwWcKCX0kwR@}FVE=H;5)N-mpaaJdP7vA zpk>8BPn3Aq+mE=3WO}3Tk{4lZJn(z@x%B56S60tMXTEuFjoBL=_PUDNjG!Iq6_-08 znRNz|Scx)=5V_@|Tn?VZ7VnQY+|)pvAmzA(Ze%(z3wR*;FqR)_crSLCgL{=d-a;`8 zPqIstv3@er*`*Atxi+g#6(vAqlKC#;gq~&tl_a}vPWJ)OT)dplXIaK*F^zojlTgHu zXp0%J?Jrwe`IVRW2buuO2?%m`7LYl4ue~!X{(SmDqKu?1!E5}nUZV#B42ADmEbZA~ zeqX~B2W&H?XwbO692o?yjKapd73apWTn~M$j^cPmroUpNj=xnEi?mUkMj(6+St6ds1s!Bp5bUA zWM$*&u41-m@slaHvx10C2$RJpaG`gLP|82C?FCc&MxrG2Ql;{>2weNwCX7z%o7Ab< z`CPK<5ahy`FI2%;ra)J+Ex`c&G+Wk9_0Q(bE>^MQ-^fh?KZ% zHj!`&b1p)b3m!7K1;~zCz9Q}5Jg!J`EW%mpy1`{u&4i#r7im|h1mVF`dtAuJQ7=2b zRU$jH-@0c3S69H7oQpw?YM@aXLoJ=S7ZV=PEgSAAPTgm#ME{AsYd#HHdb4)%?DEA? z>eG-<>L0$XUcS7Vcp7&3=EJXVm#^*+H$~uSe8i-?>c!V;ilQ3-hG&9m0$PF30^(N~l;tmXx0$?KV+>#me z-ga$YH4F~JkuVKH05u0}uxvCj%_3R9{(wLv#{ENTLLuo3-^pQ17QPnFjuL`=jyK*s zIuU|d84J$*XrMKVbr!5d9z!j?3rD7vVO5c> zsZJci4G#^?L>u)xQ$iY`_a=we*XLqOZ3QM|l=yr{TWqhu;=iWd?zh}kuLE+h)s3pX z^YjyUy1*2+RwaPBV_Y=Z4ccY!=POb5QH|t@9(;;0v{V;;)HQ0}$fK@0we`AVl^W+! zXuPVo+{L{-{FwK%!odB}VsUzwp1AU+~?O zd&2w>wmAce8F3Kl4DRC1dG&k;?^W|e@UPQSk{7$m+TUg${W`1tn^C^!*LhR=i!YAa z-&f!My6BpEamZ6nK}~fL-~laNQ!EF4RpSsbnXr1`ny6f1I-gDQ%Gc?I?Mh_%(^Ne~ zwQXi)&s(LAoF#(o8*D?{Wx+mj`AJD%tqU&wGg*$T(^a5U;63RNo?K35rd5uz_kag4 zvRP_;O*_OW`G(9MmxZXTO9wQ|*$8ubVi@FjD&U+mpDjVBsUXnT5$|pd17Z=MePnQJ zWw8LEa~$wYVdMAfGVpA<#4?3LN0od-JIyV~%_ZQSujzO+wL1zaGebed4Q;j#X~x!G zvY~R{j+o4qBDMkJv4bPBV|ZUj#M_$zfJ|#p>WCq2S!&4IOjMNXJ+k}Mpx4n{LEjVsRGZ@rfnhz2?vj-8 zq9i-#nPh?Ib|e|k7=&00P~-tR(VW9T%4}Hj?be{Ie=-g@goOnWfEKF(oAf65R#Q_) zdQuh4#OlIgxuT6KuUM4HB`t1rBYI@(1dbD3P>E>J1gi)PdZkYtqB1d?${1iTvtgA)=* z+9T*=a-tT{tJ&%*18TqGWxNAZMMq$k)H1cY8erXA`!;&me3&#M>#IG}o_NlpXEu}d z{j|VzNgLpJyOFgsIfNXtoR=RMXklJus1vO)w``cjq3~5PFZ7JJE|GkWTSg&M`kjyE zCO32jp~9C)R+AkvI$ucOt@f-gS!@XSEYcKZ46yIAG>BGM&y${tOc4*vdSR4LrML&g zwTte_E#B`g{<2bhcwKx%Q*t6%a%Nm|5m<7SU-GTHL|CHT)OD9OnvqjPEcUJzssZ@BLOdcVy`~TChOi zSPR5>bt8v7RYidn`tSn%4bNInx#g@jvQ$s*%vA^!ZSzOwC%;Q0m;YFFKUkf`s$h4E zVIoF55WAA`2mP+hofq3-xUf0}$ZJjR&56YrnPwhxOD+WLsgki~vFdKlv@GJ=cuaiC!N zv*btUc-7s6zH+CpaVPz2Cn|#jch&~{op~t=uDtr6%uo9ffl`iWsnNO|d;UO3shN`l zP{>9&jG>ZAao$lzSCS+HAGBd-(N%&ol%_0>EdLS24rHTEmMFg}}eZ}TXl|$H( zXB%Y*4zY)Ee`82G#2o&Za+})-^GZ{Jw^{Rfq z4y~w~wizMi{2Og^lLy@Q+dj}p?!DQlYt61kanSoh830-{NlS#Btlb7^=(nt7$o2a9 znDgkz^9d7t{hfQw_@#{sy7AJ_9ilrhRTx+1lAY?S2nP2c=%}x;${5ba7Iy(4Pn<$5 zC|N;UIn-<@&GlZYH47KD{O>ie)xvyPKF$%&Wr%>ua0R$4*=zL@#5uklgE%lCpF=}( zD?igy`mN6GAzE%ib`uglWI~jT@n6KKo{=RL1i3U zg-pss&D-I4h(DzR1xMyJRbrQSTm>1mKtxp2G%D_`-?JM}yzp)_CG7|pbo)r@-|aEL zCDW>baIpot9WiiD>@DB7VkNy&`dR&h`k@fyMoBfwB$V_^?X`(`%cWft?iWkZMCTWW zz_YFivMBX0A9lzSu=YAoPq|4q7Q@8eh{QI0k=S?pHRRJt$aprs*X4Q>XXzK?!0&1i zza&iMozuVBfN6X!_|WrwIDnq~L*by4@+ad##xTbU;et=p$AM4Naa;0P-qq4(>A(VEy#ceMPVSt(wD4wt{iq#3MDlRO{`W8u|8z8c+{8(64X@s$BoB6G`y!d&vyPv)uzV~~O zqJjwPIi~sT^JcZ5gYqmEF!GRvMK4F+i$p^99=`O;{`gYx{Zl+}#LX2MXBRD&UF@8% ze4;gV>X7c7z0ss$SkVZ8$cIa9lS@_P{(_%j%0jGMEb?_5U;GuhLzfbX6Oa!F61^lk zt_-N@qBSjt>_eg@%GB9wL9_lL>ARBTF{&SZyv*@cEXu+sU_Q`eRf7vkrmjT2S)<1g z`Q8A)$EDB<&yaW9nl`Yg6>BDPSYqu$^l()yFH6etdRqNr;&Xjn{1%nryue+UMT#{7 zoWp=;-k+ z3R?i|m?I_;D9uIHrx(w&mG}AFIJI5$R*G+lVkPiqSV9RgpJZ=2D(E8a`{fkSqS&wP z!FU7cqL~za<05FDS`R+ONG|1ge(>6L(MOu%4dws!tku8%2+0ThHGuV(p;LIk!5fTG4#FEO8;rkwC)NU$s$Hpzo6u$fo&uCF{@Iw`6GwNf>u`x zPXoJetmZ8DU2Mq7p2Q>jgBQPF8Ft^yJ9xp@-+!)MYCq6Sa}lK}Iu{(4Y-}b8rINwN zCTSAZkJJ{#z@pqUS9i%8BPdGL!knBJYA&KV1g>$I?;pM!ZA0F$a$a5Xh0v+ zhP|dd5nXXUXRgrGW^GtG4J$=awPI!yT+j-*N?HU_zWh-Wl0}zW&o9v}@r*k|Jz2$x zoZuy&Zib5o+RW)or}8n2rXOwD>i0$!nKy|}0d6v><4s*a>Y~qT2}p&Lx+5fgk^R11AvHj_k%zie9CAkFnT9>dZ8*uvZ+GzWLr?+q)VG0Q{#XcrNO%L zNwc=9F{S@e-wcZ7DZ& zkK*MztH;i_DqQbsVzA^%=S!+vAdhJga`kWGEd+Rs*-c?oo6b!;e~}tjXHY)oMK0k~m#X*duAbZ->-*(){|y_# z5xUy&wF`a=>cDR0q0LIEBu-nhsi`KH>1t`a*uQ50>woz1VNvwEi?ByK=%ogLbGpB5 zYQ60uV5%$j>11nW&0%1S%iNX23FDucRPcxGyDQE@Lb>&47hyY- z*2JPdAf_Kz`F9s#o~9YV;>$BEan`=_kG>z$9w6ysms{V@OpWy!oxaj25ie4s`gHcPFu;dAQAhjNX5Ou=^G3bi?C-Wt z>nrcC$zM_`UZi}!m33x0eTFwJa$G|!qwt5IC$2GDGC=UbjZ(vzpPDjs5YZ(Qf)Md#>)mQsWnRlOfI zdT*rQIu1)r3YE2!dkc{muRo9!LEUx{<{=LxvBUGa_rG!bN$zf?AA9HJrYQaHBIL>D zUqrNe`T=Xy7{xEdsmWQDsoUn#e*TGP zBh(bq(?x4s#t8nNtUtd*|Ei%H=t_*uY3>4YDwDh)8nPj~JT?NHoWPbM@L1yagf3sN z1UY3hyuaCaJykbs4&&f%wg;$J8>EEYE*Q6$85r*?-0w){)+PK2ZA{q2wK@E0W*auk zMX{L)EN7E0tO*f*4d!B}yCIXhwd*^xbJyT7eP6IGw=)nXlQID?RL5H{h%+BYBSdgC zM2`XGT%xleQs9gd`b`sAGLtRe*G^kG1D@I9933S}4`E9t_q9FK%3*Oe6R zye=KSA%aa4B`hV@=c$Al&dkD)(ibEq0>fG-LrRF6w!=3JW2D$5mE*|iUJFk+$_&K^ zKa7nK4}wmsg({`@Dw;1nR%DW z{#7{s2^e^7l&_3jUy=#;Nq6p2>yIJD+>pADt(Zne^EE(}7_A60&Wxu9FI3w^2ww+g z_UVpACmjT2o<{|ZRVdoy#OC8@uH&KUe6n;lNk2t}+F&sXFOd_~fv&DVuP-=zHv={2 zq^(pyY#U(8|A)P|{)@8j*S$qrsbPjxVrUQ~W(J0i8Di*R=#XwuDWyAxj-e%_yF)+} zX;2Yqu<1}x8boA|Ue|T6d+ohn``*u5d%d0?)^+|B$NByqpZ7s-V7r|78sMLuo(i23 z!+D6ZqWwP^)5rT}#Qdr`fxRT%gsd|z9s4OsLd!SwDXo#y+86vJxpQ@m+ z;vY6Z8$hF6UrScLSZ##o_xYS{@9e59tW$p!^x!|E@cjE8;qQBd;vjyT8FVFH$H1;> z`QP#$fq;w3Mbouxb3%0zBtsbnG`c4IWaCZ#=pYs@w0P|u=JMXMn_aZn61qrlik6Q1Yo*R%Nm$ z#ST|>{HBL+LV>O@p&992DEZf}147et-DLp(SG3)mHfQm(DUHObRS3)1wot0kkBa5X ztcV=qknz5cGlKZ5J}pwQ`S_W6o{FxS(dV9*tv`iy@UWa3yvE3qCm{4!WxxJV^_3wk z3^*WEEcPZ>5d>W;(aY*y;2z^vdwhL!7Wrh_LYcq+K_c}Zu2{*6Zt1JRTXewWRysH8{xtH_fR z`)y4~nLI~wikic#r*jWNv4f>#POfs-$wHu+gT&9PlUctPk4K}_Up5JczAj-pds*7G z;*4>gj4V4YFNQH!N2ZQWGgm-qfja6!J}C#)Q3eyi&)LALu{MpV)26 z&bgF2jYfz3TrM?#RR!UsCoW|6SKIrrfO~)v7HJ02DCZdG$RuGio|b}1`o(q95<(xmYo=mVVGvhMgub;*Z=gU?f(?%e|MR-ZSYzk;QURz;XCq4QIN0= zUJGPjsq|Y5#M@C&&ascz0)>yzQYH@g?7EYep`Td+VZkrm`u@3eyPB?u zB>Hztw>xL~N+=ImqiDuv_2&q2oaC#tt+;0yv-BNjrPkWyJ~W@@Bqm_E4S}s_aj1R zC2(+xFYLhAQ)?+l>(A2!$k@op5tpwi?fsSMY7)xL(X8mn7p3V{V@}e2gQ?;~U;j8w zVA?T>=5H;j2W`naZ{F3%?`5HW?Pcw?wT>^#P~RCbXG%Ld=2>O0tJiop^iwVVl0939 zghqC~WU7VnxhQ>Mh9&wU^@AH|mao;JT=D?#1(M-NP2+bQ6We9*d(Qps#3gD?-2;`@ zN!P-ogFj7J7R#=8mxupxnlPzYyf^GS`%dZ3NLde;yS-#Qc!7|r=Z#zbg)!4pt4+x_ zb5xC6jpy5UlmFPX{a+(Jsm@8?wV&UxIzPq_a1~XMy6QVP@BYHs+2W`7#1_1M7;>Qy zV+_xEbWhCN_-WnV<9_-=68SZ;ld?d|S9~&~ z*8DR&yShjrygu(Du(0i-62|pNJgo>fE0z2%37mV?j1=>9a)6c%He?C7ph8Sd%!jka zG?OxaF~s6kW&>D#;DuwpaLvJ0$|Rkl+Gueyzv+%fZkIMiqbAVIJ;eID)^&Z^55=wx zeXfj0Z16}-4p4?KQmCAhreo57TS?)2*fo_!Lt;3T!Pw^Iu~fofaQxyu8S9XxbTnXz z=4{z27zs1hmloX(?9K|RZbpwGLhJ2#?+~H6`DpNaSd)bJq@l{9*2cR=Hmq1#nO41` zb#`MSCT7~eaceFN9{Nw(h=gAgu)hYb41Te$b#4S>BUUuv0Uj)?DVK@5`e^YrMg3ft zRVKL0F$u@m-#w&N2GFWagHbbL(ee@gsy-1iWimXX>YRPTNf*;7<`!vJVl(Y2&E|Aj zngc_z2>D%{+MQK^U!-gKx{&e+>^xnD<3M`sk@OQnriZ+N&=bXh70p>y$aF7y5GvVq zq!Bp}sZ@oIsf2ylH}tL)U?d8&Ad1LC!eUFIs0qanQ}mc=9X@drD+4J(GL`==oBID+D`6n_xf-ddJ! zUXeEQ(jU)Kv{DV=&wzSzBX`uiprtp%c7uX5(uS*m5dzULfGtYQ8#v6#9v~W-0S|)h z2Pu*J*DY&3or;G=;5<5%)h1z_D>{zzfe!&eMw@A5DCh1l9!OcN7A}Up3UFyXU5hXR zuAC}H%CeK4c8t{BOJjmDfq5?5eC15-woTVtc0%)uUz?`&cf!5G!i33Crt5J;(nx{`%dRvnhvYa^2H*F z|7@w(>cnTWx?_tqeKTzZKlip^+HLa+ZOMrWMk1FDC`n)*~65lJJ$=a z0NI}Ig-MiLw~C$gxY-`S_OsPifojj$!DY$S9|WxYFczyp$1&W>;fFr8G@6jATm9tZK8Lx8!MNA43m`hXNSV%&o2~RiCjm z@{qT(uR_IB$Y{$nL?-7m+M^%rgf+UTJvP^H@q_{TRKjWiMS2$$t2tNtoV2#28Ax$Q zY$uXmZ?P^|tg`RJGRz0DG6A_7-yfyK+(jE201MSgkaP^ajR~dAMJuLyl3&lM@6A*{ zMBN&oWuLrzUz@4;+g&Uk)DI@>V=SGzD=NKEuR@W?F+$8-<0uQj6(1V(1Wvf2xK3}JV? z%BSM+bU3)qqnF5bT4v+*%O^U4SA2Al#g!=kNfE1UyL73l%&rH46Ru|0HGgLE^zqh@ za?%BSQkR9$0EFyIAe8y)Bz_7@c0xWT6lP0Lv!@DBF%@L7YN`d;@mEMk;nh=9@67Kq zj^`kpW6Qc?Hx^b19~a53ogX(pei5@(Vg2nfn)*)mOm?Gcai>{aXbMlhj6mR!N#Xa8W{MUebW0%$6p#C*H&117cqv02*7ef@~plY>oxNU6= z;Dl#}T>*&_upDM2Jf3^9Tldx3!>};!7pOn_QyRowX{L+^_30xd8u7nCJL$au)E^S@jZ+-37B7D zboNEq?;!cqZJ|zEQhmYivgjE04{4BmZFtqb>2WPxSjz=yP`N z9;pd7XTZZR{a+oLD7bf6>F&QgY&up^!KeDzU#Y(GlkqT^;A4xSm1#cxFWcuY*(cGr zoJX}wdY&g{Nt!#e-Q6t(&hS1qhnqL#;w-52B)fau!NT|#fUky`EsRTmbiOD{*Y>0b zIUhch*mZny`dE!LesI+O_+O@aRwv-?JA!k!UT1SXb)7ToSk^2xYTFLH2Xl2KUU=Gf z`wex=M9%RRbY!NDUr8{DUx4}gHtuu)Kv#Tt1U8}Zkyea*9$ZHb)iRM&pF`Q-X z4y4CDmwpp_$KoeP3u04qOg8l=IfCO2?3&9+n>11I&{?YlsMUj9{m*rXAHg9CJNtg2^=OtzD) zst7r{A3{hAjdS{Me zdj`Jf2Qb~s$}G7?LJhpo2ZTnV8!**XAPc8Z;heNj2hUPgboIsMDAE;xG}iBM5C2xn z?r@oDZc3X;0{u7(j`w(aR-zo&ur7?!I{+rnK4qCo=mw4}Ceql~7qDIAhx3xxD3UW= zjLn01SP({G?c-cF3?CoRaMEhl!J!S63HCgy?nSf|69GU2e=gC8UIYq=jdYs`v;u+S zMdOnh6%dd(;c#^~54FAJ*xu<-i%J*|RQHh`O+GCM(<(Vj1`8vGz95Qn;Zlk|h_O{p z6c};2)sKStYD5@>>}@D!!C>iS$pQMRk|QXdA~DS&YsyY}NErVRr`mNtMYBU-W=R<3 z3G{RW^1_McqF>=#uljlsTN<6zchYEWJc(M?2&f{^+94HBo0PvG^y>4Ki@FDS$jMSO zFI5^5HChP)lc|(v=sEJjz#VeakBlCss`ea5Dt7wgBfSU{qnR^%GA7M+68T9j-KR3v zy3>&to9=3YH2jV0(>4+r`GXmD*$^mL;+nB7XG9rMic(9K77z?rv1cB!emv!$Gm-6_ zVI0sFd6!T82CW91CnG!-uI|SU^wCW@$$&C=VF2+Zzsy%mVAS|*5$p~G0N5cnU3Yt#JW}8G0SZO z%U`Mfd{{TK^}Z1MDmv@d5dq3i!c3z>s*-kBD`&cMvSOLPQk6pm`YGgj#MsnI22e|U z54WFSK2RN_EJ~11EpnQXbQSq-2OsSv)w9E8B@cERVkOO{YI4tbE^}6WNdm8Ze)*F` zA8@R7(^q5J{5;wSG%~NIXK!Y8LhmIRW~|LalVEz<8bhK42UxbYZ5tzT9xXw4oa84>_ah4e% zhLfu0zRi>K;{Ew+ybxdLJ9@N-sBuq+YcS6 zufcL^UM!j@dpE>GP=i)dPoW?(#d#p-Bh%M8=DHwP_AmXE%q=SFiO;C8m}{$qI>Tk} z>n37}i}T6M4z#fx2`R_VD=5+Ngr4d?jYm(#ZKj=BG)IK{`Cw2g z9X{p<;8WJPvX50BWLOi)CYf~u7cr$iRsZ@BcEy~Sv>m+PkKmJ`OQ z8QTw4RoqMT@-B0oZLSh$-J`2U_kS>8uYiuYf`M)&O-6cp zW07)Rw02EvQ!^!R)sq~I&Et;7izfP();5#dt}otx_08D;(57>##J%*P!gTJ@e; zFW#+59e2J?toN?ac)w+O+%-Q|fA7)%ZRKAJKbA99D06SK9d7zQV=%F{S~RfxdIdk$Sc|C^<1}O4WxmokY4f^- zuM8AE&7<_o=3iOd(vv{lXvEzVQ#6f2N=aOd}(E!IMmu_HAJ*xCVxf{Bn6)Z?`bN1I1n0#bbN#h8yo+%1Ly;{nO@u(R*B}Ua)H#q=Hup z#hp2nG^!Buj*X#w#~6X5zl=g}@J68onUzp!?7EO`3a*n5!Y@&tnFD~h2(s?RHEWC#b_ zeRHcy$X0KsG;SjXy?JJz_fCIlb6*A$}7X7iNYfBE2^ zQ~5_&nQ59=msIe@6UHmbCeBj)dUHaXsKVffi?8l$g}v02It!Q-C3;x@_Q&kgIaNx7 zbZ)w+zq*)$X6ru3M%ijQpv_OXrIdWz2T89_2 z=?<_70hp#pU>Af6G<*v4%Xhe;H)X(~>ifzGw2V_RbZl7eno_zlBtYE8>X3uIxkXst zj^iz_zkGzT_DtxG1VH=*$h6Pq%%wmwA=MIrp(9qqOlgBAq%PTWGIK)iM#_%Za#ody zcB_P4hy%$U!FGV)nMof}05c8-vm`Q;FO9O!4nqydwm@Q56+Nn#8alc9{+w{dF=hjjM{1PWZ+PfEB=G66LpDtW04~d%?}&st>xp4rM1Y zG2n~nO-EYMF+WffNZyajO%M2KBzcAayx|n)QG$#EW2IIUG>Y`oQvDd6B;&|nDn7cr z8-XVCahzfpO+LsOVLSxF!i=SRC58&0hkjLsE_T3b^po@>0^|>j0ey-^&{!0qzwl%{ z^OAM~chaMIL<5=lhb+)orLMtzRE@PHRj;h$p;q!5WP4is+*o(4G*K3kltQf5#{)aU z*wQd5vaN)q7GtiS1k@8luX+a_+d2|+hajUIct}ih88N4}{sAPM#8m-j8}h!Tv1Hvj z&;wr@t_+M}o7jzeiK@fc8A7$kYp};0vNulDBqkK60f8LpDN_5A2#`@7B&2mDF1sRL zsMFKbi;=A@JvmY+t0JzgQo#UXu%~Kr*Gcc{iRyjt%w$U)(=kx5Vt^Pn9k6;N}~QK#cWN_4uG)Y&qb9TD!>B6mfdNPw$7vj7C|8RdU8zkYaS6=h!*94>%Cecry=&}0U`4pc< zt@GpHf*$I~^bv-i{? zXEo$&rh2%V(XW1!&R2;pRv$fkRXHB%s`s(;HXrP`!x78yHeWMgsV&TWQ1f&DLlWR# z7gh71%NCG5TXZtzosPnbxWb&3xx5<|Li}QZ53lqv022czBEAAG z%SH$l727ou7UPS4ob(~9&MWu?HVY_umC~>1xu<62y$o$$1HbdpO1i99G<35<>TK*~ z!gYdAor2`B;%DPQM>nh^nfbd4C{{u{ByBIgtEJ5!-gVi+SZ>%&KA~-If)pjJey1ND z#bPHC*jh`bOZj@#H$Ah+-m#-94WEB;)|F4k6rNsL>CvaXGrU}1lymY;D6Z~qL9G$*IyXrPCljoV>oc)Hey0x}V zMqv8Z?eEK%97#+vtUV*H(BU=@Rx+skL@l|+UhHEXFZd-k^+NwK)-@mF^Lwo8&#f+= z=vTGlzqYzKHgaRz{z&%)@0R=sUT_P%`wI6mD0p)Bk905hgPZlQbl6~C+$l7za$#iqQDrN)axW{Pa( z%|00$(zT(2+^;AT`{O)mbm!VicO&1JzeDeK;hq2K9cR5YKN$l#OByOE?)>W6>))+i zrn$Ora)Z?x-?QJh$vKIaS>5~P{Pz-N$T1Vu@U&IQ&WV(ES|q{u>{b5i*&k#-kkLt? z-n{WrI_EI7zaj1JmsIupU(wz-kD8548XR;UznOdWFYx`>_s32MIL|wk4+tPN5AV}< z_u8JIWWS2& zhTg?A?{Ezs4-Exge16m}NpEUr3#qE*WMg2~_7Oc(-!BA9r~)<=N^eobf;Yw2o!KOs z4s!@Y6mcdpTy%Csbghn17Jbwc&QL{L6^k&FnpCt{iSGB_pdS;o0u%gOc2cfOVP?xn zU?h#?AbmBFrs%FpSW}=Uw}B3!mZqpW2+ewIBz&1jUJ#(ncBn?xj!BO3r6PkO!8Qd4 zwwHI66xAT|i&Cp#kTMKdzs~-8MMu1kpJR{h(|wQ(*tx}ybBQykdPbdP+UPoCxQ#N3 zkbvcsA*!^`-_Vs3mGGt8!WX-EcH>8t4uZd09_ML{Dha!7axCC^&*5RFYF) z1;jo-53I5$=6Bevo9iSmNT?VFR*P_gCRZX%HlU#!x??R$4;>Bp=K-Q+F_qSSN?r~$ ze1b-)n)X<@awQ;p9!3KX;v-`eL>O5!#(0hBpfG+UP<4wR*|4w~F?KbCgs5iqavXh`E5r*MFcMb}lx|po6T^coBPGd4pw(si>P+Fp8?i#Y z3HiHe>YNIDlhV%7>1^bo%%TCeY&i_=0O|a784ai`hb1|J zZ&g8#)S?zn!i|>|!glSYGP6*<*Pc4i?hjzCB(>f>O17Qi2M{n}fJrw%;Cp;hRM3Qr zljH;AY=>n43J$rt!1Oo7|Bq&S|4XiaL;SxX{Q&#%a%C3v+-<3Bc!*zef#h@Rux2AEI+CMItLKJw z=5AeRUM?Yex}_|lH$$w$2cp{}4e54$Z%~Sm^cxiprS{02Bk`mw%WHJ`3b8mpa)cFd zt@^U$jFIoF3P9=sScgD^orm-+i3VspVHfhAu36lLU3B8e{>NN+WomV5N?^v)Gz+PI z1F$+N(7`STP<8Z-4172CqXy%g{<`WZSS0QVr=8N>66tDL+7SB5`BepD<($n%jS~b) zukom`IK?56>_Cmcxl@T?fhNT$;@uZHI+^ffG2<)$Nm#9K{Zfe!ve3|#7 z(H^$hIu`aA<2EDX2gp#MhpDf=(X^_Ve3S}sjkL)7aPns6wS(?|Nj2w#*q_y$dy;7$ zosAlmzp6QX3PpeHd42y?&EZ(#Cr6UI+Ij+p7(04)67K}b2R#0+kL)22YYh2w3t%0J z-vY3=?1G*=`3JclN~6G&`wg?dc6gb!^!_0C;VzYdktOtaa&I!71-1QQ`|tL=+E52_yf?2`Z?ycg@^4XG_X>=L{Ut-6qkk|Hm1Uv$ zF%LZGYTEpZS4J9Mb=xEd1otsgK5Dx8YtPI79Y6W!+7I+nI=`}g&#(Sae{*#~UZIgR zzM3=PgzcpTWMLQHrrbt%80Fn&ZmM0l>~XJa>`)YRBMM*5G5JR|=aAm>K9`=@s)8BM z&%NEGupvf^I6n&_gjm5z8-8i-og&3t%Y!ou95SfF(=#ECQD1dwzJ`& z>Y8=U<>e;jpY)$b3PT~CR|M*gQbd$2obouf4|wQ-N)Y!CPZ$KvgW~#ZO6#CMnK_5+s*Gyt2Qxf9n~t{dbZOSMP#__&rHY8+2KxhGm0-PkV~BJP9n^8eu# z^7xUUTE8;fTI;8`|1}Jdj12m~F@&|%o(2qo@}fJeO~e#Ir7`f&$3Yf21gMoU#e)W} zj1pB0W?7VH9iVTEVV*9vVl(D%j0koBD1rMh#`+rI4ya%ojcBDV5Wu_xu;+##fNBsB zSY~wsNkOlok)e5L%gHtzpj9bNxCGcC;Orn!3QjlG@rrm_0UlIESvYA3?9z<&8vNvn z=nB_w<_HX#flh;*@r`hn?C1hfg%wgIM5NM8afCe1p}OiG1E}juO5Do{gCx6^g56k0OPmMHjYPgRYf30JpH&0VPm{DfF+q?q#qg=;;y8` zyBJdmj+={Cq6xdnKm?3-!Z&ghy5KNgI&`{$O0Z7^r zQ5pS6uBLO;pVCdwG5V?5m}zf4ity{3kvdAoQl3sB!+fypX}e}lo6Hlq zNERY%1o{yN-A&ib<;5-oVeKU*xpa}uK*mD2=1VmxF-HCiQmw|Zo<;iOdO_fz?kTxiG%vmahFpO{UAm;X9!9ypm#YSj~6pGl)ePfL$`r?hEugn z=%*D!bHr?PT4Gu|7~$(M9uEHlGI7qfNc__KXWt+?Tc0){_} zX2L{Aph1<1Fjp-1-%K=7LD$q{ow^k23qb)3>1NvA3xv8m`Sm(BlDe);qR>wp1xGsts@mk2 zIA0{*w~+bFu$cr~o#IUojC}OKo_4j6SI6&IUEbU81&=agWnNsS(EBajM;WJ@J^Q(P zWY1deR3QVQlF#DFQaUblwFAf~n3dfs(n+J&E{VG&{d`LLbj+E`ODwE#x|R3g3U{O@ z227_jV)PW&`PF>WHCNNLkC_5b^ob~L&EMserBa~`RpYeKxNz}oTUq7zbDv;6BE#O`7)Zz&i|PI9z-?g58S_c03F5nf!p+ZVO#1q66gh-k)?=-B zx{i2Ztt(FrGSTy7WD*doF8N66N*t>s|{<{a)3TEkOew_nwbBx~z z&3+|+o;KKBONz7aAuZb`M2v?@qN61DEScwqIF5Py8Yq`q%yVqE$_kI?ipblr}&_&fUF(5~SsNe@^Qzg&CF5Xd-V0kJ__1bOy9W1@JSsI5f9o5pTAC18dsa8Qv+>YN z#1rg1mau_f5xSdSNltOoQKCLd44LlGY-49=`nm!3EkUe|=_(~g3v{Gu%erZ&ktU#6 zP#qbjz3I$xs)~>Ls)nw)rWo>RF)wDJ$V)%o9P&i=-k`m+}^z>(+M`{ z-%}K0K8)aro0+ky5^o4j5h{65p*#|U$=UX~pVQCYUR(a8-6PK1xz5yzqK&!3aJLBs zdH;FnSp33%TOt01nQd=$XH@yoe?`=Hg$?~Em$xWkG)O9*dGAvdU}%G)Ep#Z4lhxAx ztf)=#F+Qb2`UlTIui_MWSjMmEUgF}yqKwGcp#^bg zwci*Yxj24s#OawA=TX?kC@zU6wmw|W z&aBJ4nY?iICUGG1X9bmEpvj*YpD4o0Ta<~L7ObGsd68_fwfBz}KBVatpE&y!0%vx} z=~&PF%EBKleBJCnTll((qkFdvS5|egilndZ#Li?fR&0>`F6n6gC+`@4>=}fkL?4jsInriS#BPwPOKN);L?5*D*v-h}=sX`ut@7EeZw_xy-VGL66ZjSN zdq}q3xbCsq48NH?XG%-c@!I+w^{d1qo=7@S%;p$<@fg?P`!U^hl5?X4g)tR*ck_zb zhD_W~gP4T(ZYxe-o?E4fSJeb<8r6}%x$WoiX!!ajJ;8H13$S=7y6^Vm+V8feqt#D~ zZInL2yU@KCyUir3_K+dp$T9b>qwAs}I*(B1%w>n!r#ykjgVDrPJ?ec;7jTmGFHi2y5AR&d#-0CP=yHs5+b7;? z;V3@5UN60-FHHvnwjH^*Ie#ui`55quZMf92I0mp)74ErZJ0}OcU(7#x^~}Y|fzt1j z9V`4mmci=)LXTPxGJ?Kl>uzXd%N4X`P$GJC;}C!Ip{Du;-uRqu|K9BTAs*umjkpmc zbKi$~L&+wh7OviYP6I2F$Qxs^*wD`CFBhN9*r2Zlxz5PKUh0%`&Zc#~^)TIDLdeBU>L zAzY-GmNiv$or}G5T}Gkw2A2CqzgKj=hn68S03e2d8MA}DWVu@96AXlW;MQv~K>kWY zLRx_503T^|V9&Bt=tzhbAL8(W%WrGW5V8z9MJlZT4b)d?aC^`v3>f7-*mRMy8yKnggY3g=3Vzc;94b)W$cyRqkGqcM-w+UFR>0-9SjsO`ex zrEW?4a1AmnW**iva?Nxf=mb;DY6&mqh2>7is~hOduOP)&&?sPXdE50{5NUHL`|1W$ zj%{)(hivYNuP&zwq9k#$6g2DYkjp14#)D|um(O7c{&508g(0cuJw?lyvZhpZ)6qgi z(Ct?1@!r+RA^8d)VU9TrN`OOt&7eHxL#wJ7;=9x7dl$sLBd60wv` zrI_`mWBUPU21cWUC=CR?*C_qO1gzB&>?;Z3D-u;o&(?~BQNx(R!uWS_Dq&)7DWcK- zk}x1f%n>0i6p<*4$jO9APgba>?j~F!Pcb44a&GZ8EWwr1{>P=5f4B1g2KxVvf&R%P z0ejHNlJkw9t(r-~^pf+J_3}?vvowARE?j5@>o1YMusaP&0a8kCIPOcdEti&1wQtag zMhdx1#Nw}L5tcVovGu%i#j1^2TA^F$mRsUFghRmvMODi8?3E}eu>r3uAMh6ATlqws zFCN^-|0dvcLJq%;;*bh%U;GEt#j$Q{ahYgW-CR+1O(`Aa|n9}FAFog#%^};b1E&@Dlw1>tYAi=CT9R1 zkK)^X|IHlQS2QC66*g73DvjvPt{rxz^oR>BXGBho3WsZXfi*?oINpK=3jrCn)3|xX z6}~2yiyTIvL1llbQ*FGtt!3Yku?qOgN&<5gGce|u=KRU?sKc$otB**Lj22`3jOHth z>y?E-hp`}5atbt~iQ3@e5Qh^{?p2+trUCcKv_lTd>nw)(!|x_svJ+DD%o$Z*zHIbO zs7(kSF;*{Ty5qtxV|f@&j>>5hiTAL3ajoH~u&moNjWJSl)^sFyAeGh?%QXrH^0(3U zsfSV%6~FZ7A1;t-j?>^&ci?gEeeK)qa&8tEur+c4n`IKqkaKld`=TaSP<2H-%-Tl$ z(J?AR%{6V#bqs*xP_ntL6^u}1R`8)8X85_Ds?};@SI@yd(n?XFSwngI;Yp#0wzn`L z@dGfd6bmRJ&9}&niuJ`RB1D8D32mxnR%_)vybJ)olHo9Bj>Bq-bsvnq zlzlcut@(JZz%9u$m@0?wP4*R#Nu9F~YPV34hx4JOie999pui!toSniy(oYAo_$Jc0 zxkYfyTl20^UYQ*9A8Ph`V$Oq>f|ga|-D+hf zR^Q^LOUGIZA-!5oj^&1Jbw>`QHs&ATXKmRR;h6T0vAWy${~x#V+5cqwm7eJygAE$* zf3f|g*}~s!e~Li|DE(Y%fc+7YT>bGdpWdyEX6cR{lxAUu<7B#fydA;;&Xd=e6Yd-#fo6qwK3h+oS4> z>9(4jLL2b4QseJe?XV+YeguU{#^@h`pX=KNenaWwj<@O9B+{XW;?_U>nC^Oe@jw3Z zV`5z0RYZZ`*Z<+id_5Cy)NW7{x|$|^g|We5GX>)v@!O9X_EQglIUM}$$0R>+RD*Es zs6}IptmD3X(-$2I&D9U_P%qwt0?rkjMVoLMjGQ>$)7&wvxPJIWrp(uY^DjT< z@O+KzAAU^t?;4y#A9GEP#Q5!9An)o$@P5p^o4@>+_`uHyToRd!Qj*?MFTxsU7w*1Q zS`RyDkOH~6a1N&;Ufiqh)GDf^xuZuFht+5{|7;ghsvO#!{OrNt?YY-yO6M0I9o-py z4V4}E;?5tvo!}ez-p+yr-j6B&ySK9?(dhA^S>W-RDSDP61FT|3it1jZhGZew25*u+ z`5_v8OJZ!j&B3Z}X1+(7;zfLkSBCPFr>X#{H*?y}ZU6e#_UE_ZfVzNfrpEYtNw8N>KmiBGDCE2X0b`sb<8>+(a2rRfbv-81#imaiQER>CsRafhUalQ zHQfOoGKWG6ExFq{jR9oJcFDQXd3Ve?1e`znM59fF3jIaV?kcY(ekgP9_;*awd>ay1 zkHeo_3Z|M|SXmv=zlMDo`E>R}RahOcDd8+Pne!&@V2bv*aMJa5_wpuD-}80ERh6?9 zX~J?^07r;pq_(+N$b=&!g2XG6)B0u>$#hW72?SBr>L$#U>pzJ|L$HkFo}bJ{{&~QiFw;$-c#@ z-oAiKK{mqSVUk{qumgRAc`w?xyb$?x(5oqQ(X_@12@GqGbnJkwwSwlobW-@D0JMyY z(`q9F*K`~dd3$5n0bs&r4T(Y3AyO>0N?fxVZQ8mlP9G$66#eSHdO~qjvl7;!_geA^ zq;*6iRnLu>E}`YvS8Fib0D>AO(1sUrIKW))k|kD&I-y$Bnj?`kJYwXLNhV?m_Iw5% zWYBypa!*Yf$*06T$#eK9Br{t9xkN>3}8E5UauSp6IMY#?5UK;80Q?oy{7}C+OD5R-pFEz zwd_x+0ZZ>V#t8E((zhyhdS^Bgo5U?k_w>Ploc>~rnXY;n%zmI*iGb@9G~`jT3v*Bb zTDi1ISf?Y{k3YC;N&3|Zl-(9qD{9IR!LOI2e28PpNkx71LU&IY^+*KnT~5_7frLcL zmQ)GA9a5^94D>mp6I){A$o@XP{qi@;{~P81M^OG>A)i;d3qzn{7`&QWmUoziexh#~b&e>_K2 z$$Gd_=w%_ZM+9;=jFfX&(MOM7Ws!9KUCS5YNpf8vWTZY^pRu)&NuUGJq;5NidMoU@ zLr*SDwUTL;1_+giEiCWCnkb22+CakD(5<+f1*+#Zp1@cbC(t z;%|YK`4&V3%GG?n|CE8Bn;&(WP*mOCH=taaWbh#NGYP)6!<{O? zTtasBBBo5LzA;wD`9saoeCt4dX_7CpBv`5$R$$f0nVi6R4vKj&Z;%+3J2ej+=Y3v+ z+*9t(dF8_41gntQOp4dMa?nbTnw>|*T6*U*qLg4-SM+QJOSxP`I+Y-(J#!wYogD}6 z1y3`Nt506Jrj2hKwZN+fQK0wC#CkoXa%m0?`f;2R2n}jld$E}>YIc(+P}TNG4WlbO zdyys=n!;&bJlSp)FTXK#yQ!!J)m?vc5Pm$uqbE{`c3r*-W**6=Aa*97$?*<^cNyg; z7h7F6a!R9>DYKjQM^??Mn%QU+ptOpA3^2nMX!pN3&N|p%JoVfs_sq8 zsD!mTyFss2K*PImZxRwOFl7)`EcbS-nr(nb_2B_RxfrS=-+RMmImNKK_KBMC3FhOt zDXFyQQ*G>0pH*!wiDvVdzEN`*^EH&@!>$i*p$f3l<#$tQVNM2)srqj%-agO7TmgZ9 z+U2dV8|hXHj5XMwecHV1IiFiKP}YLxu^FcCyqK?TtAiny0_(TR1BRfJeyp-N0s?2+4Gmtl#0K$P4P^?eC&yK;YdOmcfHM=pj{h3J)vsj#vxRj^gc~waoq)QgUzx30 z!OQKVhSy}KMHKw0$<&@IzaIPfk9%7~$APD6<8tD)(FJ?L;-ZrdpliCtR8YXW=9j^w z@HiSv-uMxvf8~IW0Z?f%*#+gSuJc)z;oOyK7cu@tK(#`s#eg9R;1JDGLU<6nBPC zXFfDD8E+lGs_HvNULD|ntk~+_8c<^`vaLKxbC~EFU`%1RlKK2acI!>QFeaO)$opTv z_QG~O1Gx?vDOfTo4uSxe*Dr3ZL}2ckiorDz#|c z{(fPw6S%c8w_gva=y7FLYjprt)*9@&D9Dg@4_hY6oF=MZ9Ri!ul|_d{7^sua-`w)n zkYKJG<^m==E-kWAUK63CdHAVcADuU-vW{k%kA5okEk zD+?r)xv>HL9)tOk1#3U@sUu|id@Ofv1Tjuk!?*K!M@-O!275Ti(=5f(IVKSs&dDMN zAv<{Z>jdhqt zN0^pZq^pv%r5AGg0t%2MQf*i@bW;p*;ZqYfz@udy#@3iZYsJ(>P2&OCl+^G7GJ0o5 zB&rf-Yb>KtBs)+kop$BLM3}o2Q39>lE*+GtNLL=%ik*!ALVuJcejy4kcziepbF4JHDX4Z0Jm@+6!O0P$HO7 z8#Xa2c!dlmuu7xMjRBV40PRYD1$sR?feNRkY(}U%v@5;qzb1jc=SKv~JkiOJFv>rm z?>cbcdG1VKk7Ixyq_)Q--c$>(jl`f9S-*)o(!}zkS^{jmgU>r)j&P>eskqT-Ntzk=Bz;rI8o;v{C3&a`_OZP#g zdYWM>r%X&xaUHOdD7nJ7b*Q+9JY%V>ehxrDNlu~5+Y2JFG;V#NOzxv7tN=%GMVTDA2@O%efc4eQNVw0@La-w z2Lzdy!hin!dGWvd$Sy7skX=`6eApX71{5$KX)NlGq2W}|Q)?<7jAw+nyc=mM8BS(L z#9c=Be}-i@|Yj29|ITwzgft(+)P!wFbCZ>^fD z&@EBVS3k50z06FCpL4nNjDX;B*CfTI_D}*snb9jE@v}u?&6g;M?)qMO7TQTSL;vh5 z`dQy4qGxeJ^X=|^1eZV95Sc3|SVR%BUOjMa^e~PIrlzRh+N)NnCE*_j1!eL&_g`(h zvT_yOqC8P6dO<9d%f9-Cl=|i1|Gy)6-Z!5pPMNb8P9cXO7wv13Kwtsf1I>VRVWRo9DAJ;QO zoPCMNNz%bWla+xXizrTQEr{8M^nbAT-d{~M`noT@C?X-D_ufk&p_c#&5C}C8dhduL zy$S?E@4bU`upqsQ(u>kNDoPWvpfm+Ub9mpi_S$RhvCkQIpS#DsKkWB^m}AWOozL@p zKA04aK}!4FJ9n5E%r(pM+3(%yIpfY`S76$(G?w|u9P~e1vdco4+VKCSWLJamMEU2J z+?6uSmkx$%MHBMX0@<&_$ELj_sHZE6pI!)5haF2EMy!0jdTtd>20yhay!o+O z%_9p`6pT~sHJ^>ZY}ylrom?3^_R!YHX+QDPzWJBDh*)_rdsISaKQ}X9#MM;EfnU3S zSuHcEf1x5GI9Metb2cguyJa&P4-&7akGaWfdcMH`zK?2hA1}Ord51ws-uP~!C6&ck z79&A-U+gVw7Wh)P>| z8!25v-rU;Ow_mOLLG@YL*Ngw)ZXzDZxfPqQEMFTmc|OX)E)_B3lPVlGKWO&-AYXW3 z>l7|H=Eb~|W!J#t5*}B=O!9C!e4TSVTxPZuG+L({=bCZum zkrc|;S2!)p0Q1>}f)CaW{Oe)V>$HNeKCu`W5Ha$yd&3JKd7KKKXapYB*C?uGI(1d+ zc2fWgWz?!JQfLQ<1W#)qrCF`Q!lqlp0uI~PUlCP11(y{*tdX>6VBLR0B zwjEjNpdF2JGT}7xl!Z4EJTT!qLb4an8xD3EM_)gkj5%;$P1gTf7%FDK5f2%5aln*o zgUekkfa{ry04`Q98uM3^gHrg92ia!(?kHOpx?6|4VV*mbup2}p)65To52UO0rF1O_ z=rThe^C4pl6*4GMErR1_V>k)X9UzuQRJw1L@Z~|DfFA78D734Q#>1>No&Fhpf;~roeeTh zH^s@m+@uaW8{(vHPS9dio@G3&SMjh6ej}Zyn<-)J<8UL%>PV=`JgC#HYAThy!|4eX z@8jE)Uz2z`S<9#7#1fLm*`0{0aL?r+@?5)macyGG%wRdn-nlF;Ija|R=OV`N<>Bwr zT&+^-QZ=Z zwP0GZ3hIj6RB#dpMrk%!+IC;Fed#CdI+Z!qkp|4TY;EfOwr8HrBsMn+t?-TY5QoHq9|$-_iA^bKmPB=cpS>UDDEflH_)dKa zkz3ZXXb9sgljl$4s&u#`k*I)hq z-Zk^|AZX_2M%8p*|4JgpnJ=`2^=q#hmm^1eCm(;$cpc31p~8!aZ~oDN%`|KrKa%j3 z`-GjsdV1M-;Fq=KJ?A5Z??^BY*OarCl(VO6HB_&QH-FEjL+Io((E4-Bd=bA_sZ@Zb zMTg@3*l?5!!|MelGd1lub0J}9*cY(nMLx*#P}8M7(q`aZV+@*d!Ek$r_4Am?idMu| zUi!~5H0U7)YTj_fFl26#jjWz_fkD+tJwhLXUGt}-bk;N2HFcFy0-IW>A4X4)SaP26 zQrELeBrq=5VC4o3us$*}jCyhfdN$iy2!At-bd=noa&fbbhJ&WvQS|k3W+A?C3T-%U zn3;(v9IkbbV9S&cs7K>u#ERpjGS&)fj)l7e?X`v9%Hj@&I9+*pD8`Kl5saB?kx>-p zKk#NilGxa{RpD|1rXErfEvDGhMHSv)sfBHA15;3mKWe~<-+kG}0wL_OM1Q}X3ETyc z&PBsPyai`Tr3)q)Cno7t9?q6QqNZM|~PkOd&~Q;<6&yv2`JgE#XVeA7-~XGXwCX zXaFMENVs5|NvB&n%kLxP2@#hIwi$54uW^R%gHg}S^&Yq@1)OPzuBuV(0~Yby_Z*G% za61AF!9eTnpf3o+K;Fz{pE#Mh@PS>OuWIQsbCTB5N!onMZ?~-7c+J!qG48Y(ElygW z5|DNk>7$FfOLe$eQza!=(AVtL*V4I$GUn`wnUKtggIGj0Z7wN}|GEI&ratnSbo7FZ z%WbuwK%Z>JD%d2DL2WTj9Bln5R_VZB>Gr-SHj(!GppH(p;#_|C+dw*g*8)DH$lkzI z9glFzHoLFmal|;_lt8|kc_9QWLB?IIOUR0V6dEL?e6L~Pfxzd+i=ZErtX)9jf|B<` zXmhqStmSFdyY0S#VTRJ#>~uQ(``*Mj{>s&G{c|8ujLbX|IGJmA&t<20ECjGElnFmi zQ611Utbn}mp#91eek5Q1|6H<5!(2hDPyw>6pbxEJEUIAcsbF2NV85u~WUk~^sN@0s z)i(OSRPg>aAC_DS`KxW@A)w!m`dbk3N8702$+_JtDS5ebL|SB-|5lfcK4d4e_{R2P zc6QmtN~smd8jE-EH2Pp{r}Estw)ONXh$s+LSRwh=dHT(Y0WY5t7q>L`SrLJ|wU~L+ zDo0C3m~?wrEZ63;RVO)3X_=_8F{5xh-QUOH{&CJ?mm#{^M+2a2=c92X`!?Xv+=)Hp z;?d8IT3&;tN;ev36OK?4x%fB)%8AWry{h{8;Dd7%4)#CBZI0 zcUL+A0Vwh3r0o47(F{JZoOKNy2Eg?=O@fi1Wur;8?QfCsk=<5QNIc~Ib81_$_&{S6 z^^+YY*7r@pf?RAgz=B@32fRYa!W5loh5_Q+Qx^IY6}#beFsW zq}l<|glv`8@refy3b9j9nW$iK{IMvWcN!E4FxZ6`{}UdkPml73I^9#auRGiK>N8H% zbb0d=(QeLHZnKm0e@Gm4Kna2Ep;?5meb+CF9pSXw9Q>6y2Y*f6M4}4n_ z&dV(Ku{paghl_fkodaokoB!Rb5>3(kp$%knq0}pFYSL5E-9mIs?f&m$O(O*gY%NycMMn^{&RVp@fC`0sy^n7bpgxKkQ>@dZoycp* zO&5BayhB#yK|2nw52jz#$EN`M_|%)T*}5&yr;p34{ipaypxU2X_%+`e?W7j@(`bm+ zgYI2BDpvEm>3p|!_^E$ZIZCkt_H4AFg7ZeLj7WpFQ472jkzh2?I|+}v);25;(Gi4u zvQ_b$G-FMCp7s{~1XY0(OqN_%ftjP@)GFhQn^og~^XcKxPE3&QF5%ShCX@<*?Ub(N%A8og5|99|8s z42VOxa8p97mwSL0wt2TXZ#aD9wrYKoI2*p{blVGBje3X&78xR+~#P@_u^TfIpe zz5n|dp#Of6jJaG{ypHF@DKWxbh#MpI+`WS!9~0D{7O%QfPJx0K4dduX6Imt~Wd4>+ zlDPCMi`R2+e?ApE2ij=#{eAeb4w|O9DB2;jqh3vbtT{~;2q05VGS=bJzWx2GSHu`U z@NX6`m$r&OEM9j?Rt(Q6wA7|Ei^&=!Dg{UQCJ6-s8F|Zsb)JAdsTlKq6EOw)*5l)7 zG%zmxDNYBU8wHgq*?)&p87C^8D7mD)j5he^c;Z7}zxJFFJB3vFRXlM|W+MIXI8e$p zBSS7nRIO(#!}So`=Sh575sQuguy~n#kO+`4rEmPh;#H=p<;G{1MOD{0n3KEJ;F#hd zGOd3F3=%V)6`lB?R|%;eE9)^&I$AWdPNg+WuN%YtUQ0fX0h<+Gm${rXNK^KsRT4{7 z^z}3?wfih-@^@g+OELS1QbGCP*H^s%?Xq&o+L2q0*JA@0bJd&uM&hff?BHx4J)m`9 z=}_nSQJY(SXhC6?l10Vj@G?(>pFCoCqMUoo8=`puR-79fo!u(*TjL)@gnNrq2brP0 zFRjCeAxYsYE#wf|D5j$vW& zu4hx5W@wFwy$0yK+Crel;_Dt0F+j_?U0%#cr(PCP;iSNm3w=0D&(LLjTMhPTL7o}S z2HS)VRcisNQGnG5sjCB&3o~C~_PjMpeL>zFpl%bx(gna~Uq%@Y8ukVVq7McI8((it}ESbOtO)c)esUpAV`gkJizKnk$|2s2pv^f{o2t* zk4Kj7A-)X4#0x-Va-2aVK;W6VhM*y49NI|7b)#9Kl!sF@fsZWc3iDu`xCE)~gqO-< zqz10Y{@i-T2^v&~aIIM1!&dncsAm%~&-KMSHy9J51&z5!BI8zd?m__W2(L74;hRvl zcX9Cb*4R`=)pyxg+hff>02lkJYUKwltQy}-0W(8lqtl@)ABNrKhfD{Cwt{14L8;0y3UwN>1i?w%<_5`gBEF}d zt|Un=*wi%v>9!qRK`e}-I^4i1xjzQTy#l3HQya>O1a(;~)mylk-feMAcOXoo;)cBT z&kO}A$>GwJc`&3daOR*GKmkZeEy*-SUUg1LrJ9XS+f-*D?UYE1@0k0AwrVjk!f?IH zY>?byIVc%Ln6|{7*%kv4pbs({zNb9If{cMDSFmyWB0^}HOqL-Bo2fs>G|c=MjVamG zEhJ3$6~F_E+6~fIlje8ZM%5Zg*vxbVbnYHJV{h2%iV*ry)5?KZH-T48hyuE}sKcg~ zfgH(`B@X4PQDj|%$Q&^x%F9F(>hhmMTr8kNa8(%)SJFssClAnX|;{vqz# zmBh}-AO~3(U+BEK<24-!CTb}}q3@Oj$*gXS-PPqw;`?^i%<^+i{ zY82tHe zeu5R?ZE;fXBw`R0Kz<#p6C8RxUT;G6uxlu<#n9eD_ZmT1ibJ43k-&yVSF z!ICDEzj#N~ySwj*kh|aivaz7n*wCazK)Y#%C*o19@1BVYBIGpQ$*;)H6i)cGJx?Aq z2yZ!gjP3fQ4`Ask+$Ua43{SpDq~n&w?8*EQC%*%2%5EOFut5=p2@WWlqyngfRcIdtKl|*gt+!L+ zOw?Y0C^ZScCX6~%_7f;+16-yJ_O(xf1vYt$V6Yz3XkJvf+gysp;5rjk*{(6g$Sn?U zTC?g^sjBc(H-lZv*&gQM95PU)-o0qEul0PPc_THK^hw6Otiu)(JA$N8Y5g(d^m|+= zFT2c!avrIKmROghbpH^f9Nsfm(rQ1`qn$xx>AR_oPV$ERZCb0EcP`SVPaE{_+{&On zppR~YT%*zxGRoO_BK*1Pw*PUQVeE(R-BgE!;HHqevRVN)_svTth3|#z0}3E()*~xF*U4@-Tcm@y!%CuHIjy{7fLki@ zp&v0d&#Prq0AQV^qe;^=k-}o|t!4pvbov$vFJ2T?lyi_Hw7X8rb{Ow6R-_vgRN|Us zE+lmVF!G?Kmm+A$HDE9<>q@eIcxQmZvY4MWXDH^59c8g;`kaoDa~;y8&6u-0R;uM}2&jvb+ISnuM%N<5lH>K3A``S-_ zDMt!?*_#OT3obFefAWS@Tt8_#t2W?Pl``}Duq?T-cm2LZd}8w^l_zsB8ENOjM?AjX zk5@QSH8N}jzw}^vt=8wE#onUo@KKyyu@qZpR%RQ&s?nc-a2i& zslLIt@>GFIV4;Wh>w>L53z69eO_%~+EqX;*20bskA1#K>?J%g`Syv9GL|*u>RNV; zpjZVQfiP6a%)+%a-cu^SMbMl7|s9DXceTS!bRa@US!9JldJAj1R?5aS_71Zb$ z1*MGLaateqqh&S)I<`~bnI_)>M&<X_li%;-x>7%gfj}8D+pCm`N5bgm^MwE%`yP}g|=h$ zxa01t2^v%>rh|Rri-|YQf*IN9GjX^x(cU42$#XOPCP(A3c8hS~tu7NDI_FYZg8=#T zU5yACwVatvmEK?wusb=j4JQZIH)K+wtWX>Ci#Z>Qo0K;FI3Hb}NV`O5K)jGIG*Cz= zExjfO1TKc2n;OuK)6o^C_3_vdkj7{@z{qHmnwX0D2Q!qA)*W*8?%bYQIVooH{I^eo zAbj!S-JlrlSa@p@E5L`8jDs=UgIa?EP9l=fO61p$Z_@hf38vZ3IIztghV zl*|2)Xl%z#m#J+r$8euW;XaAweX`K|6h-&1_1vdgzfXN}|Nk6J@LE>#hgJ#}RSNf1 zimq3RUsOsmS4kDo{BwiqFK3wxfsu4%glMbyi*)@PCpoq!J{p^BVYK)96mDyej(e-( z14G(72>Oek#H(okl~??gSNyS#{##xF>Ru!HCL6F-;5Lofn#p^U6_cc^a=wt*SskK> zS7X0eAvcMTpTj$_2ksf#6c(Y|s>EkMYB)9KXtaD4&qkBO<$6{dy{8mct`doyAXh}t zdIjK1yV9)O4N#*NcN{-KiWHqi;BKDA)X!6Mv{$|VZq=xvy|T^8+aJQa>}}hLvL<~< zBYn-Qzt}_TKi2mk-OdM5<2=uwcpA%p2;i6ALBEb(61fSe~DFkR+KU_Uh zB~FqQ5*@;z(kN;Pe>Vv%OK+KlZVi`B48toLUjMMC(Bx`zWa}lrVZOBQ zItP-wXncxqE=wvIMSg15w|wuw^St%OPvJZTx6H+Wn^Q$1Y(2&e9zI~fZh>`)XFa>q;h4 zAv(8XL%DPmy}u76lC|gJ58pW{B&a=nbLgdE^OBcA+JNYzaE!-|}0sh{-G+a+GOdxHK8&%ml4pCS74g{f?8KF7dz^b1FeNDB~$pbF0?Go zyWpF!yN0KnagQbiV+~)=@dPBT(A3pG%?Qn>nlClUoTfMuSJGsV z`3}@wChN64W~%n~&nDIzmIpqpsk%=zSs*v->S9YB%Xs2IVFxwaUArDX%hUX;Ykbb` z!uo-f^}{ZAVWqU+R334|Y!i1s3Zp_e%7QH)X|4EH%TAz$c!s0|gA@#gr#D-ZYXlAM z)o7G5p9V)LJuUZnJDX zzB4|oJr}*dVPO9G^ZKuZKOsr>DF&0@Y8I=@Fn-L^JOun-UUy-BJg{r$7xCufro=1X zY*zf0`FBcEoRKlBk9V!=miS%g6FNGcX-$XJYiR*d@s7pdQ65^MLf;5cU}R>UHRxFj zCL>}m0Pyl^u;S}vDeW)IK(Q0a1eyMEDi|m~zIWHQyMW6{{9rX)V%m}7N7Rr6%*rj| zCd)TWW#f;2;ztS*|NFec;C#~R_ff%2-}|tYR|KEPUzM($*sZ*0f0;G=XdtW@wbyUr zcXaHz$)aq(>0G7C4e%|y@oRxB0h2e2;@jD_|AeaiDcsX`rpx!(l0s1_+i6C*Gllgi zw$==Dv7s#;!*K}Z$F0(Yo;)(z)69d-Bwa$%9@mQlxH~QLLx!*q` z$q9AI08ATm3g`u)h+0PGZRpz=Wb~G0lCi?t52Y)`81a0#@l(+_## z4|GpPLzEH}vw0$ueXykf4T&t!EQ89Y6``|XTqMZ-5RHW%RYy)88_17qcFS6OP|)8Jj8`$i zcxXq8?8L)PG=_2l3}Zy@ki^>;vePVcKGwxlq2sB15!$Hf; znKsBj`q>Difmm^91j@OjSCznAH58+K3cAXCyK|UU%mI?l`qXN7rw&7Nt}svt+AGmP z5L{=!0Fu0yf#U?a@SlQrl6cs%EvY9$ij+EB1J%HbAGt3AyX7x zSW|BLu78FMI*AdfyUvi_Ut`=iLhsuKHHL(1Lcnsd^4G^e4MQpqTH{sGk*t*bqb95p zL>i~EN`~vh8Qg^NjVIdJUFhyOkd?$#ppeEp%bRo`A~epa&SOSi!S?1@ImB3*o(Xc0 zX+9t1Wy`~&;gMh`tyGt-+y5cev%`^|&_u8r4xr73_~o`_<$5z^S+u6>t2rtlg@N@V z=PPNTLXUI7_~cC*u_H)Jm*$E;rzM)*k2caVn|>A?Axsi%BCQSCHEEN}m~B>Q9ttv$ zj!++_ck+vV?dEBUbSM!@hmeXJx~eqFW-AKBSsusLSXih#u==h+jCoCNL5mYwb(k!Y z>OxfOb7g8eV`YYl|AHj_wV%HK*M9o{W&FOYOLqOvZ^JdObW}lUIR15 z`S>KsSJ@jc7-aTM^gZQ#CJ21uSqL<5L?*JVsEv}>Dp8IHC!ePiJ~QpVuXaabc)}jX zJ*2?+OG}lX)rJypp$!EXr^BFLMTZbq$@dL2YWknKQdTRQZ;m>{ke5t5N?UM3F;Z*Y z0Xovwv$oXk_<*wB4M&JN;8UiLd+ve`Zk<-k6j0;K{_^eD*W|f`Hu~_3fw#$hdx%2+ z^jk_uvzr`Rh*U-+9t?0N@+=<6o%J#H(t*ucuvVVPUc^&s;yzkZNPAfi?gUt8K2{lo zi9|PL#!xyg3a^M@-^EEtdYN6=;u@pix$Lcbv^XqfDyMD(5`cK`siam_d6uC68ZcGLTTw*r)A`7+yT!Jt zo6~tq5I;yp@58yt>UNW-Z3vdT-5XT%)OGl=LX%`Sn!&0DexwhMZd)S-HA3%Zqe1#}BK0 zZ~lmqZGKFak;oo0A7WUjR&lMxOB0%6z5;;~dJOC9Jzf(N5Ekh?I8l8~EcnCNq8(8r z_T*NmwiT7Gv;l@U2K#hvhk{~x!sa;WEi2n6K}FSIPwgmx&4;2(4~>3$sNbvWUnmg| zI_}^x(m3@I?c*X%%QtJ7BDJb7>n1C&iYLD3rYyMl;N_Qg{$Hqz|Md*`ry<3|KQ4m! za2uk=YXJxcCx4Y+OUz#-6O?W7e7na4rsQ@vb^Z1yV6F)P1N#3YxRe=h&U@3r$)1S$K(bGr!_B;d=Of z@yfigeYbNbgShWM84{|Wk@TBjyZ$sJKuVQ`ZpSJ5`X+hOC)AbGKXm((qU5jR+yZ~m z5V)Dza9QXmG>Nv`gzDHTv-6gdxhqWE7`1k3499qmm&#vJlt^ytPwCFe`>sB#IFWK= zIoE&rekCyrya!O;xV}s{w^~EF))*_rd{u;0h`%MX2lpYOzbJ+ARVi|oTz zd*4@nsS2rEgQYZ-KKwFsim#?r)0LYzub~#Hid?^5I4xDwfD2%BwtfC!S#!Zv30>BIUGzlg3D=L7M#Lz6rTlojKZ05MY5ExEN%f z>7-!qq8*i^P`pEj7YMCKt20nI6Omx+H<7?`mK$BFGPEjJ-}jwu%G<{rV)HS_ZpuGa zpq@+0`VJQ0O?D+LMni*B(L}vx%Q9@lYINB7j{Ch*Dd{9v?RU|dxq~sZi<+xWQ5G>l zZn)T|V@9S6xFuc;c*(pC@5Vym$U~uxei@@f`vIU#67h%x`XkMH1$ErXpk2|HL4t9{5Wp9nWYXxQD6HDex$xB= z5Ij2BcswGSPRYobANWC;48%Pc3@Q&+h^~j$RwD&Q4R8DC#etlK@>29Qbcwg4T{o3? zOv2z?!0{E=5rm~Y4n(x&yVDPId>@BIfiyB};to1F z`kLV#V;R4AEM%69x)>mDkMA%e!`SzAQSW0_S~GmQ_{RdEwPxCj{;6eHdD<}$k^)ss z3bkpE{Kk(EU!#rn8TRkWwCIV6x`BYL)k9%B+#II5A8-zh~7=()5D%t?pB!TtNT zx^G>Y2dPS0jFm!Q=&u;HcQLtY#B4A@;|IZM6sZi*ZyiqiEOCH1*sd^uVaI&>lW z;DM}DV<|ZY)m^ZzX1*oSgg|qrQ`V_rwjZaZG}v!2-5~~xD!_#zf#*OZk}F7oSEoli zPYcRz0kp2rr>95w(U#%qt! z#J5-`zb9>}-mgv!kJ>EzoRuT_Q!QPTD4cr zf9=RQ*ty}&H(%L`J+CK$Uzs-i@GtYS8_h)=+%2!Kl(fRgrnQA$E!;oJVo)aV5sFsa zw`&N8^f7kmiY5=IrC9&!O4i zlX^74c~c;!R5LLP2f3kHi#oH z;%#;f_I>^C`^gI84exx+1s9BmP5y~79j)H!!*Xj*dEG+EQSsQlaa<9w$PPE|IyN~mQHnUu}+_W`*H^bFEX6HW&ymW}m;}V+Lm&L7lK$^Q+!opqA*@vqnsrYI!MTev` zFpf1!#G~Fq7mS4?vZMR5 z@py10c09`wUgA7vd8a?=f#~-)swGXNQe_z*ZUxai6xf`H7%d|91ZS#L4n6d-#zQx^ zO!?w@P2t;vn65y#Myez#bMi2l_H^zoxl||fEB=)^H{U%9Auly*maI|Q8!#7tQ3v{Q zK5ZGO;DXgVTjnYy0{r)CwIi=dqnlfg=3JZWUxe2%xU8?QltJqgo$a-l3L07Ra@wAv zU9Aye*2OtXoJHWro^%hzchqEyhj-@12}7(J`Id#29rY}cyRV1bgL?ZPi#w!uK0n?c z?h`lBxzX$f|DNW{^*q+w{WLjWHNuQny?T-=Hp`AsW9NCg)syJ#kMI7oIrV>REsaQ~ zHK(|twwYg@jmk|orv<&-X8(CM2BU7th)3;kvz(7>>$ha(zue(hJfAQWKk^Niv2HE{ zbMxeG)(kT=bT!pZikySYnO|p_Vi!CHCZ0Guua#mqwebFEaf*VPctKGOIf(!j?R<@F zAX{c3pT>IL>yk;D?hU~g*XFGDYA@-yxoSRyd1Or zrH`S#(j=V@vAa{|%elucU%G1LQw{x+lJia$AM0R|bG%ozrh*;bH~ue`WSuZkV9dNA za!T^I#j4Gj-=hiMA8le40o{WT2AQD3^(XSwoDX>`=X2II+p-uj1w!I?mmgS3Mq{2Z z$nJjowy!=b&mGieoUf@EXXm$lbLu@J zx5l~8Tem_6jBr!cTXSBN%9jHc%>WFI1#vjntMGYE1K z+s}!WqPzWSUcc9wK5c!v-U=@USB?#l}=%SP5ELFM~OZoI}5o!@;>whOTz|L7- zhp1uv5)l6Sl;$9vDm{@i#w|K2A;BwPlbKnY(C=KW3uoBmygJpHSc-LX(C%r5$jzCA zXWA}lCv&wS;S9QkSF4U3mAhT2Ll+!WIk6+p!wZ20bz{ zc3n_A)=tNQBq@&tN$QiA`82O&&uBh-oovR}XGS}`P#S+&6eCyw36eB1R-(;3VKfsw z(u(8P5tj#0JJQqR6CA9JjN_{L!ZOv&mi!cAGjVfiuMQ15aqja#mdRWdGHG?F5a7jo z1D5Xw1hLZJvBqI0z~OrHPhA;QarD(Ds=)Y-1|vBz2%l|8_vSkMgHEoY6UrvM*cgzC6LWtB-u1>zS?8Fv`RP;bR86S*7As0+pE8ZW^gdN6EgXic1JWns%YI+>h~(l6vnc*r_1`$rV*8^i(OWSE*c7!I-Pn6{_Ku)taHz+C|kmJ=Li7YW<69!^wYvMEw^l zP9VekQ3M3!WK_ZRO@Bb5=*Tk6pGRR+t{_pUE+5!fI@gW6B=(%Jabg0JF4n{*XKW!4 zxjhvO#*M%U8d-uQVSIY2B-f~-LW~F&q7{I`rHsaV*m5W(yJ4;Ot4$-M* zb+D9Zg5S~{-;K0S{nFBA3;mE~G1p=oBnWLXf1A|j{IYM`iStxA)(%zYD0JYIx2{Kx-tw(U>)R|HJS-Z(&;K zTAm#{bh|44cfj6r`48+JN@>&q@B2K&XCs-(-)Ew#Z@uaHq_1jwxvUf*PHL2f^hU zuZx^>X@1a9MC!&EU84*Z{~p5cFxJYdL#xFW!%Lc^oSleLA1W?G@pGFA6((evL*o*( zVS9@2Xwg3uyQ7TU=|59r*tH+vo0|d#<_dmdr0*+kJc@P9N!$HMt|dneRu_IaLPm_=Kk?+DO!Uxg_sCI9bBj72hPobnc>6$T#eQ7HxT1JeT1o zm_vEPg^c9|bT~p{-p-)Mqm|w^Huv;J<$WR`vPO9(^G7qs@<~2^LRZSj^CIW9=L10$ zMUjy7NZTyznuYpi0B_kN+}w9=li}JziL$BYnk7`dQlxQe`tX7w_?ApY@~K4ld@F}y zp~XCfP)m%A@8tIfnrzHHb@?xU+Mq$5^M!@pV5vjy6fgRsFWqC28|Wmh(!j-|O9R`I zV*aJztQ?8&i)F9-c1%CTF5GQFR7v>>RV{zWDfY^(z9{^l{E1wtaB$WGLL#yvr_&ZW z4fbUIl4Cujp!AyLiL=||LKOcs-J0K857592?iZsCNjajoI3H5_$9Y2RJNTMpShl~- zudn#%O-0*?v0$T<)(Uqexy;r?ru^%AyFY?tHT-py<1x>i@DIf5$p*gIRAE$;MP)qX zgdR`J>?xzv9zUR?WBK+Q4SYyW-a-3LA*riN> zKB&R1SX4GB39q!$4bC+^&Cit^w(+R^k zYo3NXj0&%-(t|a9I0M>y%K?WzS>1-GraveRz*o$s^&Gv|&oqCNv-zS)`Sc<6?xp3+zvG@MU8=-RsrQ?Vv`IN2}^nk`w z`~ZGWV%m4xA^hy{W4-8CPL-r}9)t6kj7NV~oc=A_xcT(Me+G$CzWZzAJc>uu~S z*TSC)Td|$D5vOHS+}FlCRZ`oQ5TCT8_sr}+X7nUGSb=9W8b!Jzr01jf*h?xdP) z$jPi#gH;A_0@U)ASaans;^jODm6(ZQ6l6lwoD_ZyN_Te}yx&n<(E!M7IjWqh zUy_SwZkwJ5l8F9e(dT%yyG!=?~ij2mgZWt?tv&i=1KY% zXo+5;2NA-BE72SXjaSmC0uD(XJlu$8ZPRw`M>(2SXOI^)0P#*3n~Bx3oGElJ7Q-09 z!-znDMW-nEX>s=!#<>%D;P4;e=i@?!1&|{KJv(Q(k05u2G)>)ca;X~ID`F-Mo`iu_ z3AP+g$~AGCZvGZObGvOCQxc{xKQaqRO>!%_h?>Fs`RN)}Yyh~`z<5RlzRN>?6vB0G zfEP$J;!z>mqPeD#S+*IbS^?(IQP%;(>Bb?KU`b&Mdge7<4Y}0aL&lilw6FQF6WLr9 z9+eri$y3K1GaQ7gK&YN14(6nafM!2#)zT9Rq$7s0YpVd5BEA+tw}!Yi>42^c!cimg zJDYh~6uFNo;Me9NYGbTG0r}1K5jn(BmJ8V~vAS5Hf>0q>WlA$RVcwUPlspDlkcC!5 ztDqla7AK>zyc*Sl+w%`bqgHmd)Prt3~hci-iK7Cs2b8v5r1BW-aqK z`pm^3g@qRH_nAockev;av4<)hM{_)B_dd;Az@P6q>@!qE#kI80{Tx+%E4{nM!cpXb zq(o`mjTURV0Sht8zP{(W2YsIlXUfF? zfql4ktBF-->Z_CIH>XS&NpqR`X}J4zoVmq1C&fp3)!UQT36Z=LNGWPrhGw4G;DU*9 zBV4-Nkb_{Z<8T_|P87ehEl!1&iO2Uag?+e)0KAs5KP=_v#Z?q1TB%!p_$}JYf=v>M zC_>O4BjnECFBbXHUF)w;jOMOfsvgq*)OYiibb}3fyF4Ds*lcJv&g3RpH;;0g)P&)1 zB@qc{NJP(_LVYCvB1zliQ^Tgzsn+U8)p;Y+-CFmnAL!XDsjH;Jclh5x)?t?nli~vj zW}hmU5r_5Q|Ha;0ceTOpTf0Sz6iP^N5AKo#_au@Hx4r_TAgL=DWuCkaI27g zd#a;1eONu~E{MNWWlCK{`}}jg=Eq89$HHfe+qqTBLp7R)?n;mhhaI18&vHXo*RICOAl<$m<=m}o*bQb_Bljq5LGo*77Sldhz31Cg z6sciLoz0BnPwR*I61jN#ie-|5SajPuE(K$Y)3_DP^x%0~hTl3nmlAB4(H`d+25t7b zAI@-#_}rxp;_WRmXJMA+MSrg)z8NwT@@h_0r^?V-g1ME=f>p{p%)&n9K1)3yBfVnb+M-g$K*-Hzt2=`|bP6wEOA+%Ik8D-4C0?Rf^IY^c7; zrI`OMr3hRp`RU5PaxSGv^UTrC-XtoIc~1S(UgzfwSJL&pj$$v`yT?7i=3$^?<*Y{- zNzxpZm7LiRrRgl#9}XWW(lU3=)fV~WldnADorIe;%b_we`2!o=`UJSt>QD+!W`p;d zASrZ7+M4Vr_1~*cq6KbuA59tlDW#amh}Ao0r}ePuq_LE0a7=0O$^VztC;Ynfwv?G{ z^Y7Is?%&w($Ldp#?%4a^t55O`zuG*BYo6e5F*&lKWp#W%)81t78Xjt6_Q^ZkW!{t{JWA}&~ zPkp9ynFZhF$=zVq+>Ix;yHgmw;y-23TAgLDo5jSbhgzEFNFE@C1w7AVX}&%tN+B0W;W*Hgbj8oD{qw+EIa&RNWyJDtYzRii zp*JllgQI@0J}q(ySVpBG(?7Wf>Z|TV_%p*fd+uiFw202XRI`8~+Pz z_+wkvoGAR2gynQjvGdxE9FsdH9QI${jxgjePnJC`@t-r_eVvT}wT*GHAFVfbnXm`L zp!_MjQeVe!c*~beWjYhRlI5`v8NYjWqeVb3mDVP z%$ZgH7_RYs1ovIcQK@j%q@F>7ro&Hw)7mLxdAZK>~!w;~& zwkh{AlU2tciZ>`itkxY0yyh;inr|j~8tTV|&;=!(V}qT9tfstMI4WNMCqGiA1NC{; zRm75;ZqZD~h5y-tiRa+JHYEaW~5WRK2&s47) zW(LVzVC-2{wi*#J7GaUY#3ezHfIO5^7x<*Z2o5&IH ziHdBgc*Hsp5Ty-F%o9+}vV;N5aMDPWjzA)lCD6Z~HAT?c=ulVYz{sCUUm(%@Vy=pj zEZ(q#WzrPIEMomjSEXWJP+5exbTPTJCT1eQ*5uIOb`Ybs83Zs4pC>bJI?|S1gv46{ zZ9Fua5SV>8oGDpiw3g{Z7ua1O*Q-#*2dqM1EXZxmNa%yI*P8a^`3aS2^2Dg#m+oX| zGvH$u%-6v5xJ9F9^VV6a%OlD&mkD2Y-Y(98Etjt7TRm+m$t)sWt&;Sf$4Wzj`?F%`ZbWf%- zaV9&8)##H5Oo-8hz7@3Lp8P1tCVnwW&(Z2TH2cKSKx+mY79>SKte5_kwXDYA{;-ly zOp+ClkDZhs9F&EFqxURD$>frOMV^Xiv8_0yC#zs-u-aCg%8$TI_oOUsjA}PH-Wn%& z=TPyeI-&p66lo54Hx$3roiBtgP&rdH41sB!vDpD4&Egn;@JlKyWvA-GQt?beHH9N% z7VH2eS*xOri{?q5nzu#ZPZYAF#*EmrV=ltrKpuK?^8y7P^rGi)9u)Mm?VLA1>l@mM;Ev zK=qf8;x8Y?|C>IFe>$N0r2O%@3j7fqsagE{fNKA-@%rKJxCZFQM_CG9mgs(#j_-CO zDlk=&mxHr6h62r^a)+1DPrpT6QGW6LMDFa@ZQmu1TP_1vLZoNE%CC?={0S%NQq?*m zlubX%;k$#9cHcWJ?>!<^cb2-^zaW_)Sqo4*cyl@G+jm-G^g!nYc6?a7b5>|~ZPuHL zjFzAh6|BS)J_B%QgxOXnAxvGo4+ zfbhfnmp-eAtE5if(}h=EaEl1Q@ix>Ks9ktAAwt*tmKZ7W;3wyWsFEeSxNa7fPolDd zk5+SzdgV0)d@o0a7L{YV@fvc^@zToBq=!z2Iz^X0tJS2?T@JKpSC4#_8q?3r;kWXL zY*|=l>MX^rG?*ocVqL6v+xfG3yXLNJc9w?H%9F-!ln&+9Ffvwd+iI5axogc?*L<98 z=UEHszfBvo?C=y{nANo%@P~EoI$_v{crG};$WId(vv3I4`R&!|t4Eaz8^peoQ?B*2&BukT(e;(;#~erRs>wuM}BPD>`{yfOS@_I!Kwt926C z_>+Jm{3u1@P9cE_OfJ2)>aG_S_E7ZW-Mpzwg>*d$#?bxYDn>Qxf>K~n3{8iwh#rga zb4A3J2FAqg4w_@`UV>%uwpz)wai*MJ)-Od$FI~_C8=c-buh4k%BUPsxjQQH|$UtdT zxpyM(iWv5-{DhmExKm`F&Kzofl*kW%Z!yU{9eI88)?A-y@dm|wNF*VGPFat%4gpF_ zk-lpui5d{v(*72c*QCBLe1$)*HqR`pK{eS+qSJG@NF5sEDoITe9XA$ZAm1{t&se|; zVq>xHtgZRxE^&Y0;WICxREX7Hv`_>Hch{E8xaQ=J=II-_FdW>U*g(C$XrxSC6AoSD0XKx^p4fXm$!oo)Q|#7{8jdHzTz$vu1i}brc^;ZX4$Ja~PF8wkO6z+B$%DlV^Vyj(-*Mud!Kb;U3LsE0Tz=pFfx(-n`UnIUeo<-8O*+NQcX z;Sv2d$$f0P;&y|9j`#jtq5ysqmFO}z5HKBCU0v+qIgLv%(vLZpP&m9Ac3DNU;+64T zreqTqz5aaVWg%ShhNFu`E17XJMc{#AI!z9hswL$k+$8LoC%$+_>K#ZhU}-}7`kk??=?2tt4^yN5epa=0U@b8Ph_Vc6>bW=dto~tA9vIF8$fKN*ugn{|C#UBB zrpNqEETE$_y<0Xh(U^r8o6!k9WNn^xZ9FT370Cr6zv9MOlG_%O=I7efI zhAKGd{KzV1R)aR5y^_LS(+Q~8t{!~^YU#i+#pA-wu!K(S-hE~?R+WA|ddit4AlIN0 z28V=-90Juvnc^;nFu}>CzYMyEBlYhi^uDx*=q1UrpIT{=#09v3_bV*khYIv`T8X>F z!z-A?sr0quajd7x)tz2R2rW87qW%!lRMC+wC*cUkcD0^!CQy@YASRqhX2cKmg=!YzUPPGI-#0W6(XBjHG51J-%9?rvY0Ga3UmC`7@UvVB zfHygLLiY{SDDa4>Xj?|DEA3W%WJwYHsC|I(t?sykcnx}xDPqu^VV<{gOFNWYLsvJJ zCEH;PZ{WHw|4zVYY3mA$S-eCi##lhjHYx6X zXPjrZuFfDVmd{6J4!G6LPArrLK33|{v=J{y9;|2?xiFXuu8@5nq;1*broxs@+3pByHF2NI zyFI8c9DLoRAxoYw1>ynL3Ky6O6!o4>hB3*u%mvuHFz*ODCUmd>U1UTPGM|f>Xuzz( zEP%dNdQ>9>6%40q3@fiwK68v3*<$o_P+Ic7YVJ0}?MkK$HoRXvlkr+wSCV7J5+f-v z2C-PgF~zMTl5ne#`Q{AMn7_`|{uCKmEB8*PQ!>uBYN+BUwt+e*)x&ldlB&U1DCAjk zcN`FvueJ`lx=LaGf|@|(k9xwYe%NmKdAJY~9H%uSn@1VT)ovB7bH*VVR7TscCg{5Kq-`_3&Mf4nNQ_4Xk!Xsd!-@0NH46t}M_ zBF3m-9o37D{$CtWvDaXgYfPimQ-@U&rm`_SDQ(^-(8^>jt{q zQ`izeZbt{9{PNEAd%BXn2R4uCzxB}fvN#5-c=}-VU!J59A_1|xfGQjpFL7zmZV3)zkgS#QsG=`ed={;t1w?c->87b87z=-%}K! zlwge1DcQ`I;==wMvqs_eA|4h`=AQg|yn_d_Fy696itRyvp6oj zy)Xur^SPqfNr!9D1f94emrRJabJ~2O7Kxx>2qcI`AWn#vMe<9A#`p4-U)`NTBM9Cy zXMLuA#FH~CtiA5^T(rC>q$tf8@6u5X#3?>x36K%Gj_0(|DNwhbH%Pi14n|%=H!6%| zC}g4athuR`(u?Z()T_aM*PI8KbZW!ZFTJ1prZ9hWo$Ki=rXUGV-U}PDa!c`ajL$07wV)(AT zSfFyJQ*cr*$Bv_SjzJEJE-p^gO5fXjlz3sfP623tKkUhpgCJ5 zf=k5g_`x7Cc0S2&z1D-QsO(wn)lP4)m{L)`brPr`GxdYlzRNeQIMs89!Tt%e~ip#dd1v1uX5*2mw$qi-}l9o|4tv@Kln%YcaoBL$FBHe{459a z-;&pR}J5G4jnkI>A9QK5>r=j8-I0b84S$cbW zNVPN|?a#`&!HBBZtUbBn+KlBzxrp+yN)A&I2WG*H&usRW1an>-CJ9%{e?7_x>Tu(5 z^>}8z#>{gisLD{(+xGDpOUaE19ed#&&B~BxL(6+2^_GV%8C_;~qStfUHWqKy=%ooM z;klDPjw0=UG45am*Q|$;xDWdW?kI@BCsYE?!jT5F*@Pg@!XS z?>tG#K1%6dIh-mfcd7lK`uP4fdpo*e_byS$cu~&Jz(Waft!Frb+BO3=8jE0yaDj3(h?1hfQmYIOliO?y&Kz1?@EeJztq8>FOs`S{X01i06 zXUzry(2m%Met21%{o!V`!Jx@TqG|wu4I3C+Eg1N9DCVP6^t1p9aB833mZ{k!anl*0V-Jak`yI#jei_j$YsYKuK*BGJAZkGH0{XMIzCrL z)0h2GYIx{X-2@L;{W5+#hhcm4VdO1S^j8;tWpl_%Aa1FeZyjTA7-!laANL7iIjhAK z5GygCYYRtbT@pUz2V^H%0JpIS4$sh_^%c?eKsp;pErekWSNWrzb4xNSoVn~d?Iwz&H zfeQF}U0j4zE#<=2HSpa+FTcV*;4?|vGR3GsctN*~wM-*i`o=0=}5pekDy#QKjCgojJ>nvSgYFmHp2H&rOr5x zdZ-y6Dp4~~h}%V3I!7xXuCt8MC5zYXtWvVf&9>y{$o`-O#amkCX5As-hxBA|^Mz{@ z^y90!0ykx5XVvQmZxRa8;V>Td8ZbOrFm5eBe@5J7CY7Es|4@9>|Fhyd`frMF z|9>dHwMoc+E504h72l-)|5ALH|5p{?(f?ZUz4({nTkgML(x8)Bun}X{3Fu(C|MBZ9 z0I_kp{o2CSlQ$~<6O2x+ABZ1M-bG)OI(?64@jd;JBz*UDB~9Ve>1vj))Y)3Dh40yV zq5Jt6R%z&`v(4LyQs1_!3w*zA*VoeX_WV(<>KY3&z++k4{R@p@$5&8Dg<93d95!-I9wpG-!!>zEOfGC%dM&Q zr7uo{@Hu}wq;DTB^ke;0n=Vu6SDD}t(d6>^R=C^f?GcwTF%r!Z+g}RzMau-0-HR3i zpHx12uqG}V{ek=B+JMFhn_wJyl6~g2g6j4!TQ}z5xPh+&PjbnnHH-H%rn>WGjyo^g zqqezE3P=0T!m~s;5P6zJ`6QKQ0cyjTZH|MG!b+Y;E;7_VXio0J``d3PdHO58H-U~- zku2k3f%|;X8*>9C2L7Q897!zHTb!dF*YGPGZlnmr1 z@yJsBVL#O5)L-TCQi|-3+gQMolmNX)%5yD_E39W@t+`%>SOj?Ct;l1^iZ4Q+mu`!} z#wLH6UFI9ZB}w2aiF)2iP$|49NjmBZw@w%Cli6O8g6}@G`sFU;%zBqT-W*cPt)E##W~SW;V=ey{CK5^%-v+_w1X$VmtP! z!l`ZNjcQq0R)~D@EiHRZuKd&{sGNCTJ$`2pfI4^k;cUW85qDfjrQU=02VE!7v4~4b z&q|{~-OkhEo;_>2I|H-DSUE~v2E_Db}-y2&6)r)e+LW3mxD5^4xO zffp6y$r&O$Ieb@XsU-%d3a+dj7#_rLx;{)erxn4@mV6U;I{XiB$`M6RZ?J3 z*l7^omZf(k8SsANHdS#(=ny13nb0(V6+@1ryxJIi|7 z+Nt<26mlE6Ka_xOsTPwufhEp;m@#?w2~dr^PJivD<8*1&cf;drD>ku0)@~1cU38aa zwk;O-k2_D*6}I;hR)Fq|GvK!kiz5QNj8(lo38=<9`fK8CLMqFm>N~cr$|@PkuV!D- zxg#()-}*l1pJOZHs$fgS0JO7ej8{t9eSC}=vB!4rR|KdAmd;(8)*IpGt*zn`&E$H; z!wt}nRWUwpV{%rymMynp{M5fnOw4Wv6ZH6*>%4;!8Hh{u&o=IB_5Rp;M->=U{Of-b zsjxIt{ zQv}FHjE&vLu&LK^W&(m*r;JuL791$?$$2EDcneWn02g z%mPis^a!_=-=0#sLGx|vy>NWj#&sfGM{VYA329jn(A#u9F-JWy$oHn?5C zot><;3We?dl#Mh#UXjGGq!3|sq+3|198Chgrftj!GZ;wXab;C~GndvIgD9Sor5lKB zCb!Md6}xX~2a`q7oQ@5s3mZyX0s--O@UX2lctI-8lksyI3b4+kHa;6+Jbe8(e%vdUA{Wv+$fBxtR7a z&;-b8Bng>LVat0WVAh@ZU6D)H%6X6<_cOr&ag+?zN>!oK7h(h1vdX;|&S5EHsetMH z%GC@CGA>zXv<);`(Q&q`Hd2P72zV)_9!7ghyAu@XE=DZ!lyfLJ?h($AS0~=DRddqA zVl=xDnqbDeo?jMZr^F|7$y`6%6L>w8J9%CBgNN=OQ#xKN9Zd!F#A@6>Q|=4Xf8-GX zLpyPjC)v58^3dwBtc2&&1zc0iEQP8Dtff4%I4Uz|aJ7lL2k+(yqH?JyeJ3`|HXi;~ zUT|787R;nN43&Omc~d*Yz=RyOyTow6646IUQsc87LnWa6HTi-IAX@N~WaY=?Fz-_b zc@n|XHI?->pq2+LnC*7Lv2JSvV{&!{wAQ=0s6c5d-zaObA*ZO{|y>^}PzYwha)nWfDSoyy_ zSUG7=d{Gv*g3+Kqs~{BIyg;I6D0#L)ME?#}zESk7poxh&o3P+VN=t<$Lp-y2(h0ad zI|x0~mX(gKGCFf&r(^9TKt!(Xc)Ea^v$@l-T- z%P5rX>r}|2z9QPCFf>zFn|+c2jURhXZU+@A_ufoqx*TCtSbJZrTYSSMHoS+F5t!h^ z_r`#=z@WtQiw0#jwXr=)Y`(9RuRx#MsJfjvF}A%aR#D-k;LY}^aeo6z*8f`RmYYGP z-E;+Z&~YWwsR%OfUCNT0_De(?q}vtf#wk%Q8QAb>rAJtshoS*mGtOY<_A#3sTQ@s> zzxLL(obpC&B?)p(24oMZfe_I9s*3|_W|KcI>R^2aYL8J_zPyNUxD~H`yZU>toCS$V<@{$oFC$Z8q1E?nvRG`?j|uOWt3O zv{*zEG7hb!nQ63+*fF_Lhg@XKDQMC5d1&OtFVB6g8Ae#U@{t^At>fW!7L@H$rUwP& zAQ~T9O|3`H>x4beXf-ELy8>AX2}C)X_UdB#ADl{E!Sov`>G8|H7YA$Nr+tD7$bFsi zQcLc7U9!QH7<}`&-x)k|EubZ@5&85Ct*$&5SPlcsC72=Ge;SvY(t+pR-+wT6H22`j zol>8M2OVRq(|wL5-gDPpb>kffSL=6MqW@{1mu2!jrOIhPL&iP4u)&A_!ZH{C@4ovC zECsVJ(#Bbwef7Nf-BEK_>+ia9-IU+D@~{a;x^(iQb4IK$wdN@nV9RkeM-hOet`*w| z;^d#c^7XKDU%9&w`zO4FR^T>TQ%n@=b2m7Qc@Trb4v#Arm|-5^Ss^HcM;#I zbYmjhOSl;UkpQHq6vimGb&z+zP{;bEzrn;-#64|6f3>=V^S(Qomuld}NaQy9lzjyh zoad6WDI4sPcB5E+9cBBc{zJxj_iy@-w&%a~A60p59e>w<@Q;Oj(Vi$|4RtI2t^XK$ zC6oyHC;i9bl>?{7ra$!`&oiFuJrXDaG$!!LB%_8|4}D9MORlVr&nQ%^ZTW6`qI_M9CV-|_TxI8JQxUlB8EfFShW;OGza_iFL9}I~uO9EbyfQ+^#4hw~?bPV3_uT)X z=eHiWn-hLtV;ZcvR42~bBBz%E45%;Jb#|N=d0a{QcuAxQ)8Co_FZ`s@9EJc3;xY#Q z9Q)nLlfN-RC0TRtam|c^U;2BiH&XZf-pI1)Wk0GNIFo*y(ZqV+#4X@gO|STb)unyz zYq1$&yB7`}HQ%1Q^j<_no7Me?K0)Hy%gldT=8Ak7HhzU0n8;tV`IZ>etyLoU!$@ zk;cxdDK+v$7t5DZu3B@NFY^#AanbeJ_N7>tU{g3M&|>1iYG4k~=4kVULOx?b*{522 zwN6a30CY8vr^_+qRh{LRH5h0;ri+i|6NL&IWFCkFa9TpBDWon9iHcQU`M3g4n?iO7 zf)&TCjbTxpIG}c?1$OG%;~`KdAB)Zy>_Lt9EXGxg+>Ri~C5eH@*BXBE$Gh^`T+~Xm zC*wjXaCvRSKc2O1TSpR{t+fOa-6}NvKqhk)JW(Ey(^)e%B3_AdLFdxCffguE+RSPj zr+)Q_VWLVY&XGfGR^@VMZ2U2N2&nOb4}G3)Ow3r5Y=N}rZ0{5bs<0-hSh}3AJ-qKQ zk`lCiydEuEVS9TG8lG#cU#N{r#Ba7)eEOgrK6{mU3)&qEEgOhCn{_V>z(PpC;-PZ2^>N22?*fpux48w zBp%EwAYg)?vL*G8RIgI5Lnem?>EDghHycy?WyYP>#?k>vh4!1;1iNbhO;*NClUHLw zvf0YOM0iCOWKO0pMn8_lMqo;xCC7en5&E+}iJN$q%~zzvTcn!65~+Ywr&%;$M~m&B zNY;|@=XdM+@M+Ij>JBHw%Zsv62}9S{(gcp-`W3q9Vd%#?MSI(B5R~@*RM%&g`O6H`eM`%? za7*taxMGa{TW28)Q5fffc@;``3!cnPVgjI2+ZM3osL0hzMPO z#k3JNO(O8<58CKnF*&CVBLYE^m*fZfoHn}uqz$v48Ft*-xfJkfM#n;-bl%xaReL;c z&*o3sxZkUjInk@~GUsqUXD3sawNO{?XE|&G?a1AOd>VK&`j822@ji+>Pd|Jj0!chH zus~9MBIy&OC`y(c2gx5!MtlxD>IjtN+IRqb5@^Y;%UXUW6)`HD!ZZHerjqdnB=Zfqw@T&GwM>uZU&*@-4z6ih7$4Z2TmBZ(K2u4S1speyk zN(7#ZcJaRfA;%tJ#hSD59c9uHI)jB&YZ@T`wPW^aWfM2bXqMP1sAtIJ!M%-uh9hdx z(FO=gEdBy&GA)#x?QxMzM%iPZcTulTi9FxtQen*{lSjYqHDT4(w5RW9>fu8vb`4%4X>Zl4 zLi!harf)$Z<@%}9TKkeObJ=Mx`6dybeEP5ve_CnL)1*hUH1N)ojx*~B9k_k7 z5kET$)YLIg&)_Oei_R!|O!X|QGK#6>0#BRrgD&xGOEi~c#D;c#q)d3~-psun!l?A(Zchl`yiPd^ysqm`@@{9n&tf^NB>E)$1E2OtI^DA1e=K zzQF0<;z7+5NJk39?%=7Lr|cFcSB@t{b&PkNb@Zvi_X(XL!o9Fya-{{5>ENLs?pXA) zt|B(5{7nb?CR68B3FUHq-hk-n-@s$~N13*NfLhCM@EF{oWD*ma=~;~c58TdaI#OM+ zdTQ7k^v~eoe*X|TGcsjAa$FMCiq6X(390;}F`vf!s$c(?6V|pQ{kjs!iNU)yO{G0( zOte=kbLi_T*gYyat$`-6d8M-9i=~RP_*sq%ww^uVCCvEMTZ0$BR&o*Rp5QE(r5ZoR z8oryCe>djIwB9ruDe0{-5H}A37K4NX`x7+SF3zC8bO?MJYcPBCJbQ2>zG^UQWOd$G ziEtKNxt1lp+~<@T2${QuT8P*Fedl%0qA>GahV*X2(-vjKK7qe32t5%Psrun zRMqv~z=y1aQ~T8AcZd|K$3}Fr)^X^)=SCraH0Hy&1)`!1hH!aoNEs za5U@1m3LpNn(2|%yV`v5_|tmRcvR8VHG&sRZ4(a59Tv5Rs5}O8$yciHZbI#I&AbUF z{6mcMxgl=ZGS|q}iT>(!p^(FMl@URP(-S13Q{v(ZwA})`wQ9FEpsLem{EbiD=H7s&DK@Obq+Wv(%(;HvhBj=SCB z%|)o{Vols^u%U$|FELO_e_!{!b@tW*axg2jM;yFnMy}EwqfBj%ksmNPR?z=iW$Gjn z+a;TvE2yH3RE|DE@N}TSm9lY3Ad`5#!Z-swOkadbDGQiWB> z?o{73NsE>O6%0%E^neg7fp4kgiB&#Atv)A6SSy(US4Yw&EbVI`qh}D~D^})sZ5+dF zWCup>J(VgC>dNOu7}F@n?P{bsP=&13T)W0%pc@)mZK55I+M10VglLydXFPVXeAby| z8WWip0h4vo2~9*vV*XOOOU2O2O+N>9SFLz-ELkXD~lb6 zMjU7tRzezP(}r`E&nLLB{K5}$TBgGJhO>ajOhB1%wY)f+s~A%+whWmAZ80T?=C){I z6_!CECZfoexyIeRJ@y4ay%bwW%!TK`adbUUKLM~xvSN@tuR0a$84OQL8ROUhGpOeS zI2k*@bIGA>bluPhQnuSx%ri5ZqaHZ{Lug>NqOeG$L6VvoDCG*y)@Zim5w&Kf64W$U zwc|cc1$8C4J#i|`MqDSr_R1hcvbEF@Zq8&Tn+;&^FJfO^R6ZEz?F>v7*)NAVTe1fx zVF!!M`AxSx^+MQg(H-9+QI<~^%niWb!nZrTW`X_Z0}h#gX^uENd2&9|OHTEVkzSAJ z3x6Bw#rz)WrM^b4`Nv2vhqCa3WrN3e;euL3L8$&K|3b2oV6U1;8 z#GK2aWeyNw#Pa~6Ika}eJF>l%v)8#1G1Rj-626rM2UEY~?l)myn-@7y@6l_;@#{>Z zj!x&N0_@lCDAjRfv(JSR;;ShNKG-xa%@xGy{;YMVLi%;p%>)xnEkEE@sZJa0x>Cg7Nucyq`<7Gg5Tw{^LF4YsRse+dXf|4#&j z{|-4aOC--_EjY=ZweE3f&$4PkJT&u`N^`4z3E}A7MpbC~8TJQK{o7hi;4?+j1m9r~ z{dZ>1&1cS$gK@X~H*%DxriWvTG~Vbe>J$c}VI)9$#SoXv@5p7CFX}J%OnaVjtwB=4#U_5zW9I4ZeON70Q%} zKnaod=Pf8xJs|PSkZhP?^(9(wb*!7|Nr??%UGls8b}nEvmOW>}lThs}T|=UJfZJDv zl9Y-rWrx}kGA^Zi^bTuY78!@E&MgZAx$e4Mr*KLyvbW%xr52I;S+z3By`ZzbUn>lV zF~H&r;YfeOn7z1FiUp|3?3u5j`5}K4G>Pynra}I=#9^3`1@-j_D$@)E78VTep)tSa zR5xKadj!cA%9#p(%+F3QN&1vj>T~>^h&(W@z@tgY%eFB-`aiuyA^di-GA-W)zq1CZ zouEHzHSP&am(2wL!Vc4J%`It)7Rh1@ZO zQws1-DFVahW|I;;&eyikzh3ZO-hQu!ffOxBVy+k1m>YZDhZbJ^3k{ zD#Yo*wmNE@P!90A|6^1AN`qK<1|f>1nhH*t`%EoEMjL?Lkj`d#L`83SJ@iuU~_7AqsMSh$C-!GLCqT3!hv)%xNc z1%11O=k=rd4w#&jha~5sxEQudY<+J5aqlwD;LtfqVyUy-X{JiDc|mdkIziLRP+JDU zg!3M%HI9=vT(+yD{QS*eGB2&gVfQWBF*QuXYa^&v;{7iJ(97y`<04db9mJ=Rh6iE14vZ;GRp7TWF7Lu6y|N zwFRLzCnmrBA?L%-Z3)Vq;mjAh?=+3i&+5J!VFLEo$KQ+luLT_c3OW8oJ)-OOJN8(R z;;C^PrgagzDkjx|pXo7Cpt{a-Bl{+{{0rwo4SpBB)1#4^&G2yZ&4kIJR3XV*3(ktAyodP&O3L$hTW zzv%-UZuL&r@~!le`cP?l>vW? zJ?Lo)d)ic5Pv}CFj~+^yN4?OU-lj2oK)n`9B97|3mf2u-n3s@SeTu zGuPK&E&3W&!&=o?@4{o`?f z6-!Qv7_%W1GYL)}tNJ|@A_R{9G-o@urZq?gFoRn7)<|IHL`?`fnboj0c|-t!YlOn& zBB=)|Uio`mjK-iGj)dPn;W`Xrdm^wm-9rcU7oA3bywsM47m2cRSijSwcu$Z0Qz}Zi_Ju zrw(9NVA84m2u_w|6{S6<6*pyYNA@!{_A=60n9K> z({INDwYcDTZ?jcC#p>we5v%vZMgTL=pao=V3b{CF6geA-UxfIcsMKvKqx;$E_)L~- zjInc!WDW6p&Q`*$23u8-oc{RAttcX2Vy&ghjU(7k55{RIiWbdtx7(Wa2pYY{V9{?` z;E@SjL)y)Xk~Bc3yQ3cxyJ735dXytrbNC-1;skpiVk<=reP4(g1EW=rv-ASv5>b{n zs9*7p7mkUn2^MeO*- z&VZc}zuFisUemd-ywV3#X+be>Il5J7fy;h@ftP9*H8P5ptR@Pd7Cgfcoa@|g31nvT z6{_PbHeHc-lLh5t;}%zJd zf;`VKP(#4n6y_8pJ2qINwrVs_Zs>?O=fmF+Lho6^Y!$O?COZnh_0}!(?h!cYYoRc1C3{sT`4#s3+C(EcY81o|g}037}uf>8WN2*UJl z5rps;f;77{B?wtjE@g30>ktgdD0JOhB#TU~uhVA-Go4?U(y$rOQ7{yDvq3oK$|D7X z*?oA}ESf#=A*FTtVo1*1UaooZ!%66Z52Ud2tu3Kn`DE|#h2}-cAf(cFgIrsmn&UR0v+rTupej=5=VBzn-Wrb!UeC zfoZs5@#~A6 zLO05FD`cs+trOLb-;jrD$8ny{ZgP_piOTJ~nlQe0+&L*LaJ`=P?f#wx>{pq)F6*p4 zJ}FME@m@w0K$Um@DGMKo<0q%W2Q(Lig&1f;=prah-qAM51E0@*3ABx{Um@OeWtg0L zVaJeWu+ey^_H)b6j>_Qus`d0h%{?82;!vr9y8B>rkBJMP3;VQ$F!%%AXD|I+G>bn~ z?RepM5)$)T^LktD=`|B~+-xB>j9(>O5b1mwZO7881KJulzJ5YmemdgODUotHNh%gl z=mmTzC?)8>r!saS;M{&FbT`fD4E)tr@d0P=T|q=gab%nG&?K@sky(p-y}k=Q*}0Yt z@fUoaTbLX8@E$+GllE(+rA9g?yTIy)ld+K$75m z-#t9pgrl{5gLYkmzl9K{_Q&29w}D!-{2AO4fza*yY$z>cN8qUosv*kS<#^>O+R|J~ zw9?%TZgX$Oy%YN&@^~^&7twITy&z|rf&aR$*S$1XaQoN3{2!ydm-p)$-;1_5qSwxi zTOPA6ZGCrcwB|~?*avO(KrdovYu`@1-!7KZY~X4u_8EVzMF%Qeca#N#4^T3RDJJQi zP-xMedV@EspxT{FrEk+F=dXKcj9AUN$xwLOAeN=-8ZSp9mBde;io)_KHv-+f#_Vrg ze3B~nEdFwXtC4IkCVj6%2s2?@?Q$UIJ3rA-{{2>@&QNZP{9Jt##%VW)MZA7rI;-o4 zwN9P8(&+SLws)`Vp6YG^u}GxF@1wX*qT=9&Vs$XX8}XO5?QF`#*sJZdO8o3}w2voO z_5*o_(PwvSyL-*W8eD_i4IkVG42Bp6=krT=o@Xf4uzLj>5U!xaU4yOj0Hh4}X?ke< z@h_#%H)#Q%ifa?p9z4$u4YQpL6to!ZeJbxkw#2 zVdVt77|#b0LVU;!e8b8ku?L}~mD-6_TxXp@(JE(nS`}0rvr^w3U0{HlyM}!9_~gS_ zY`$mzhjc^|r%Fn9=((KB?{BrN!`223>xmy_dEP?znL%xMe)x-^z*#7fcI&a_&r;-mEV5EXZgpDp*%?*?hTvglgWldN#s6X8vU;J*;q~E` zlVXZ)i-k;eN?1khXl2cxj)S>0guz*6g507C{wD?6}+r zQO9j!3t2{DCrY&Vtb>Z`-{u}{wea-Wg%zKmXyUlZ?5#f-h`l&fd_OD-g;3(5wR-XB zi|}BREvi4Lfqe@!Gr00)!yYIgLwK3ggtypjM;=zNk+(ABVvwzQ!&~jE8qt~VbToBp ztBh9}>xqh7Fo0dQmK}do*Sk{2L6JpIA3}l4nO?0-O3fkEVeuAbbt7D#CH-zTwQAZr zv;0iBn4abM9QXHjrH&=(76jv`d4`f!4!v54SyZ^jGK~8~es7aKlUDNC)uz;YUwP1x zm5(u7w7weuJdjE;#yVR6`ps-Dp?u`IvlyRYa0gTn%#oWRgCeA^ScVXYBDZzpIt;Ky zM-LW(0RCG2yFT$|aLcPBC72T@!-Lv^&vslv^rn!zLHJP-*eSs^MH|M%0G!H%6g1sSRj+3_n-Ped6Z$ znu{3Ziua(4{!Symk*W1CD)K8x27uvsst+?gHT>YiCXV1(8CCxpz;YX%SX+UHr6rmJ z;XPn!Tv)QPqSV3wU!4=|LjaIiT-9hHC162&agP77F(gfuO7to&*#oRb-4@Ta&t`Wj zPdgiNQVT8c;SkzR7spSIFc3LL0Mzm#sU4IZW81vzV@71G739LAysEL9}Nlx@ZpZB_Qlht%co~;}0+bw$C;*pVGc1 zoxhhLYR7*04PgPv;ha?rJ6O+Z-PnLY39 zSRVSR6{s;52-qt4s>rCzC#j24??D+nYq{Prr0UF!m9;so0ccp8516wuAE76R9Q2GM zF{iIHv+~v*;er7oVbps1k#&%m6`hsb!Zl@ls#Ru@-tUUOj4U5& znIl$hUuuI}EVP68#QXQ2LjGqQ@|P*(uf4)Qrx1ew`%}pOM;yZSmnlTyf0ILi|KO1S z_8cPiFF3?mJ3jwU4v8n@`pqHw7t8q86nQ(^kwEHyMT|dF93}y!4R({jJpUcu~6m(P%`82CxME_Xdx+D4p;AC@?NK8Ao0M&gi z?N;LJx4_L6c3RuH)QjHa7<+K$*n?fsc1)d{Mk7J_=KwZQ!XGJ(K8|e@`^4VFAL(Z$ zXk{Mr6Gkr2QWM?S%4{Hr7kC)Saw26bU8WmlpEmYpSj0c;klrJtqz8W7f zoK=RsSFS0Uav8Qip6~%B)9b~cGC3cmMDyB7YI8zCn-6TyUsQ&8Du5+9gu-`NNaXae zwZU97wu+sT2FL7=f>n1cNwddZiG-%ITbo+X4OEU*1_#_7g)!ImkQgLM?9barX(6s& zzIMwfF#pcs;}czI5;4Zl`VocUnCC8ZB}h!0o4yGYctiV(+~rWl#4(tYT2^dWPFH_ry_BFTZPx~SzVPEe+$HRF*Fx|NpFgM zWHv`(U#-NmItnFEOhqH>Tjk%*2h?lChvnxyOH{jQfo9%XjH{mh)K)cps5F!Hu|*` z!Ab?9kHx^`6?$CMFy1MoLQe~W$y1a`iGi0U+d`G{_g(qM&>g`j>Jm*iiSmRiTb~x) z3OXepNwKu@%2ug_qOet4bsMtmIv0Xn+n7t0fCJuo6(-KPt*TP0&Ies~vYy^MJ&AmvYppw80 zwKqrOi7*N`%=v*U*)X)!BVW)YuLF%5tZ8}hGzX0%IojQA^$=m{6OXQeP)Bu z?$*^C7P-loXK`7^v)MQ|Ca*M3e19`Z;igaxhj#zlyT6eH%roIm<96SPN@3`xDZ9(! zJCo0EpoD-1em^l)((igs z{X@e=s8;ll+X1ki!w3I#w{(TUK8atmkrR)3r1jy%Zw=R*!7_6Mxk*;uha8dt-Gkg| zc7TlziY|!d2q(+d(=t7|Sg(??soutI_PrH9L1p;FmiU$JoSKVr6E63G0?>16sP+?I zZ5)_qwr%Bc4uYL%KXCGF(jf3`fc;d}RbEK#TaH4$fYg$JP(GP7gk#TTim{9-aK9Xc8!y zs})hh?Wv;m=Sfvo4#JR&CoQBtWBIKj29DqTn85z8zU=?=N3IaM#UMXaz0*|T(L$k6Q zfSqGQ$DbBfHp2nWRPD_YW^JV%sQ|+u($}*HazqY59VWa7<7iZ}~C#xzz2{d>BCZByE zvuM#es8YdK${eRy|A1%yiK%zFBFup_L7qGFbv z#<^uu&S76T>F2jW7Z4Z=2Ry-mi(%dBWJq-;EvDB_?nN!y>J&cgn*^1A0kP*8z;*= zAOjyvo8~e~+@fs2P5o4!`k6aT-`iJ26!DTL%i+i}KN@ihssCma+K)jf?$d`4XH0X+ zXX3#mL00v1HrHmYiFO(P=xhgY>}XVq;t(Z~zU93<4i3dAg-wMMsFv7Qg`aIuuVX2B zWFi?!?n_#R-R&HJk~t`xn)^sGil0i*iT82|;tyrKr4JHd7yYyirBO6Y8%kx5=J^qw zSsn;Wo0Vj!(0Nh|#XT{%+^5gxWZRxmAA-Xwppx6v4#pL!II)6LqcG?7#DfZJ%{h(< z-Y7RuXG%?iqTx2Ww4pq^PUDwRF+aq!$!4fRvhrD*L8KS?n1QIR zQ?%WX!Xpy{7_#J^O^LVx%uh0XvlC`M9948K_n{U{%Lx-JSLLjQB|`Hu@(Nw6if!gh z$qs~g$s`6)5B}lf`Y%qL{KLoPTSmgu>LF)R?x90AwiAcWdy>>iUP?tFOVQMUUb`;A78e zf1rs$9yGY~&oRO8*1utn?k2wYWr^8kY?Te$t{M7nlsuO8!{VGbu+PNm#WXPGE#$3c z`L2AaD`5!9y6JbFnpTh?W$60M%@d4h4w<|20}FiJc*8~cU1|~DwcBrNTrnA6G%5LQ z_=~3rsOYF(BtLLm(f)ilmJaWu#{=Fd(v!xGLcu_lD6x-a?pH*dITa+O0q<|DpZM&_ zZS_v`Wut6eanAeZ_NS$ryU5Q9X>)&S3dRZpUamZgK(<8bKzhoz?h>`^-bS$%O;aQ_Q7RM#;}CztbWI#;^!im41`#C zlpWJ{TraX%CvAJ(^ym;zn1<$7W_iMduSh4&_fJ@tc3f5gC0qC|?ma>C@A2LpJ2H;j zDSSf(TU;y4^bPuyi7oo1JUNadsb6*dN%2b|N`~D(k>omK1Smp}uLw4+<3uGNE--(G zJoJbpjN}e`okNF86lRVqLx%fD2PVhyfI_aKaK{@xf7KLLwO_=#zGl(^QZ*;Kmxt5E zrl1|cL2f%+e880@ef>`;I({qeKBm&5D`JSc{v=1=Gg)%eD!8b=#4OK&lmP)8>CwE9iWj@ly|e7$=vL2 z03DX<(N9ABaX;XI^JLIjM-K_Gz&f)7g(wqs10a!MChA1V)Q$S)~U$% z>x`2wqq>~8(6def@TnJ-if;|#jb4jB%Uyk67}_j{@v8kFNk8_pA?X-K^m)zXu9mz4AVs%_1c7WyJ;nZ(4`X+VmzfZW;4i!t}1 zMKGtG5p*>VU+gFHPovlC-Y_xNZB@JdQEuh~S)*)ILdBVc2d6;;BxcAb)C_dbgcIlIV4^ zOa2@Qtfs>WrM-4l56ZPxONV@oLut)wj!bw%9B$Hc3#FvblW&$puSLs`Tmu{Og!5>)!#T}mJAxI^ysQQRsKB4Boz^tGm}DX}|; ziT`@#Ds0m8(tC=Bvu^C}$74Tfr!zdT4GI-$Gmy4gBS^)Zx33UROz&MQ=b!R~`<>yp z_!YPxyS8uAhNIqfFQw(%kR8QxC@wI3)igg4cO*6veuknVIEl0#G0GlVY%OjtD7#UF z(!dX@IiLd$ekR4Zkp+#aDxJqov||iegL=HVtCpk%P9mw~`obPdTKj9Bt4t)nO3Zrp z;l~eUiO+sl0fh!^murMV;H%sxW(e^9b0_JKAW)B%_%v!%`rXXprLS`KG94`-vh7WYPQ z8AtF0MDXQC2y{f;S&k4oj}W1Y6qSgqXpyr}j^r)#a}jr)C8X}fV62wBz5pEznoKly zRdl%(sk~&gV?eU1&=XNZI33l86MIQ+Y7A1FPC|Nbi_QtjuEHmGa2#b$4Q?M~JE1Z* z^#f{nYcRY3IqK4|+0u$HOLl-Pa9enZYk^oO_x15M@2P1B*hY_pY8v37(?RcBOXUP~ z;k%lpJ|(d2&eUQ}*Kuu%3k2KZpyOy>&=S31GgRd?>ktpx(huFU#ZN~PgIG=Du=y4A ztV_%X2Jj=p5P@~nk{zfX#?5FaO-Zci;3$IijfUG8RW--!Z&RC9t20K!%ZyZfZ4&sy ziRLZQ``Sbe4}E;~dn(B4=1=Q`a-V6dd&y|YN3omQSxuA~N9tX^}1 zlBX93m%ki=hr*6rX{`+XPCRWt`u!Z+ns=Pp2HbX0%`O6o?KeLuPZYCJnX8a}=SyP_ zL@>uniwyydL=zTr5qP8kduj!la&@t-Br^v=!a5mdC1bk*EYmt~q-v~a9n;&ZO)%*R zOA`6&F>IhYccjFPe8BNP};N zZ?DIBLCN2#eak@2jL3(=)(Ab!nz)rA@zelI9S_$P@Kj~zgnI5oQd%N)^!DXop2%$< zCUGAJR6wSo80tet>@Z=DH#Af6h?~6y;-?g=v5dL^uo~(DYclDbeH>ocXEH`1zYOGx z&g4kyXAK+E!CU3YxN^8bjLI+WlD0)6oUVKHtUNWw#dV4VE9hM)7|g9KnU&i&&r(9D z`gA)Vm?zsXbG@`PbvPC9;Hsx|WH=HbHTRY0(|BGh0T)|jE$p)uu8!jHPgLF>#fhWT zOSotZJM@S6fMllv8UJ(ALVGAOft-J|J=(RavQcMp8nu zp>)?lnz&BJhc-)~zeJcP)7=E9fiR@xEShqN2{=M9ngS_niOA*!W% zvOvQ7;LTV|&2))EBpI_>Ywb*hYKDNtcx&BUjZTGHk=j>l9DD{sI+1_&8!zJE;>nEt z_8YT@H{*~H+zY_@!*9&ccjLF;n6NKiaJk*>PrtG2-^*{j(uezS+FAVYZr%sOSNKgM zAfePg!*LH`=_|jF>A`P4XUsu9A4mn`JaSmN@$IAd6Ti3}T<8ljc~?6ej3zOT{nCm7 ztDl_d>@#H$cv`<+dMYPr(C@*5L6Njg|)u+Y-x z5X7tQ+-I;QHcVt4AhphNcc-T{RxZwAx$oX}&XL9Mg>-orZ#6_>g9 z?|`C=;n}g(zb-yU1dyhF@3E74B2)9g+*I@ADsg~wbGRy2Y`@?*Gd8pBORavBWbw55 zNGV0WYYdP)@#ppT3jFdY7z&SdDIFs-+4CxNH^W8;$F65JTo?;6zX{}(7%KY`r{WN4 z)R&yoO?&t-meO>x7>_gi=^GKAc^Av{E+Y64&X-XC@N$yiTm`~>kz`0BhGbzogNXEt zP!MMG+<`XlF{mkas*J^)h~wGeI;DbF;0=Mnr=pFTuS|Nni*=Ssp7JlBG$FoY)?q=U=2cgTYI04l4y}GYf5=t5FNYmK>j4Ki0yph9?I*2Td%me$SJi+!Kv%z&X4mwb z9TeNpx<8Uo`azAl=#fl~tHNdc3i5K8)Lj=+Q^?1j*IpGlOOQ%hP-{FQsyC{d@`%^@ z)e)N{cjB3kb>QUf_!lizEi#Ue!eqxRsE80Icv&hZw#9ZHU0@J3xZat+8u#1Xj7E;n z4bpDwHj$@_RZUgRR@h3dY?YOrtNY^*(+Hd}94_hVKO5te#@3~RN6gYSvTBx?jE#-d z>Atl+uEbeW_k3-t_6`0C`#DhCVv;^Xy@{$*S+bt3raQe)$46}~gTwpgvH6b4Z5zVv zN{xox%DtWTrZ>@Jb~ggwemTn$DNmx)8rmI;8%{6#Fo|*BZV)wp7Hk+5& zT<4>qODd%^8j6NIbZwiI!kG|anq{)g|^g*QvTVq>ntVg z5zCTT5zj))3{fjYF%I*FJ||y}U@_h7D>Ma<6YDeKAEy}i2!X$0y@XMHoz7@Wj~-`~ z4HhdmYco~)6RkFXqgBku#J{4|*3chlb^Ew$m|K(CVB+>>Q^L#+y7by)3| zqbPf{_Fk*Xk@z&LA@8g6FR)ofh&?T_GazE$@CNTomm!M z##<4Gw|oXKZyWU|1iHVtvk=;}(;rmL?F$wbg6vv2Bu z;_=|EJl^&g*R~^``zSmcgL*!Y{J2$`X@53$n8*4GiVAPLdg~e(+(#j~G z*P})x?qaR#Zq9dJf|{E*`KE4-pU?9?+k*r18f~5jtN`+_n&_$y%l%y{w<%Iu$SN1R z`-V|7CbO-ka$nMqKE9*=HveGU6#iOBM&|W+WqA z)`Z&p7{R0fMWT2Onw2!1&Np<}J4w z2f_@|Xmin8;5v}lQ(FySmvZB9d{l5-b(wrp3+)7D2a+SG6>uuGz6H49)d^i(8H4yi zu+(qKvNqsfK4~z1YZxHf$xBUSD7`>WfDy}~E0M9JmvXy5`AcLxvdl063Yi4?LU1!z zw&Y5yGAYw|inA0Wv#<|a+_$-mriWMww^RASa8|KQ1b|*^pDEj3U2aDD5x32@9#F#l921?ujioY2K!3$$H{$E}(;FVr(okQC0UMjJlAr?lvOnR`TXEJ4S`8Y`H4a?x3BuK$a2eMS}1&ZoRil8FkXPp3gFFDhG1@3xE(c`=jLz#5A zA$p%m$5w70QY-@&ex3n;Jy7hRK3w`pF&P_Vbb-YT*i7tjeu}Jk zN5UbOZ*7X9(U$`9QWrYe<}0k51Jo*60A&sRg^(^P2c%O~YnAv+)jO2V?H#%4j7)jY zsyoXSdl!-aE>A)KS3FfNRbOdZUma9mn_pkwRsYcRZ<>_<0Ia3SLX%77kbeMHl3-BB z=JlQYm}4yABXfJ7WN@+(y0}s0pla##pF>!Txf7Tfyipoo>$K|VUsyrU4DWOj5wr}{a z9<2T=0Lu@@YtlXSQdUgqk88@pb&^Go6ZB5ZL`79DA+dY`1ow*P-+>^mH%J>;M>(>H_0D` zqaP8)zj|G&^9rQ$#*HXREZ+jBDDp+p%8@`gAi@8IM8>;|qj0lztJzkszF%uq`WSPY z3utu@$v~w?X%FVRC_Rvb=Sy(GYULqbM>c+=#+@Lru5D0l;qH24stm`LVF!`I(b{&B ztfbz>t2iarpqWs*Hx}B~0ey`<#KP+H78tZ~3Hu?LD-4cQ`u~KPY@j`8@rqJbB$!`1Ku>(N1*v?y_UXu@6m- zj{OuD_btsZawmGD3Q8B$QCOp-8K!)t+qoQEG}{tk`ja8CgDj+j;Vr8)+`= zqSRy~x7ugtQ!;74`cJMPDu?4)Bvr0d+H%{cZSjD~G zyS$xuZb1A;=Q`J010*L=r7x&W*ii)%l4f*IE42tHP6|)#oH+3} zOS#I9BD6rP2#s;M!dFm{HpU5?nJ)gedTOQ3m06ma&3SFPdkO1U_7sw?SED{zTq19b zi7t#Y$MKwMB)2p*592;Hzxu<6K;boPG9B;_eVZlQmb)$-@lf2MEYt4@t<1FmMb;(FoKluSV zDF5w{L5%CY>foUWsoR~NH)m-Q?9D*bKE15qd@bqyflZc5!FK#7DryY5alLnIkBdHg zn8nGLkOX~NZlDGawJV7bc1dE-Ax1DLTU)%#qD@4&)(d!4dEx)P)E<$3U(rH#dz zmY4k44UhgeX*g*#0;NpjZOIP-qT`m#84P523Tz4=yrh+9xnbMxj-G*xs zfYvX)9VW4kpPq?IHL!3hKOR*RFRklTk=gWO8WXrvh0aW@~Xb9Hj5MO%|%KZ=SRJ`LPpE z`l^r5?qmC#x0g8G&vqQvU>^oWq!l4F6&z8et_4Hlj^Hf=uKB}1u&aq{uGt%}`X2gN zzmnZ&e=Di-)e2GcHw8n?X6qNW8DvO9kk1 z59lhe9KqJlG_xIXJy`uSV0A>wEJwyQ-^SAS3ct>*R7Q{hOK$!?uy_TZd!`3 z!Q}xD*zGtWk#cG0>OSqO1clQdQDqh;8)^AsJ83B)~T zs?1gIA5ut{Xy?3h{9H_FPBbZ8b!cR&8sd7+khH5~~!RptQrZ?TrkylkUr64%$wpXp*r-3xr`E zefhNy7c^38^C@++o16q4FQ|SkFmw9IiP{$Q0vM-HT&$q#62mFnX{l#atijm|LHq^d zC+6M!R7og-5n7Nvzfl4-B2E%(qME>Y)hvsBnm&%Al3pxaLOIqGX1^Td-rF?MUQ8a_ zQXi-TbX=&5bKQRzC|WU;On?j5^C}_hhyCJK2rNg`3a#nLcP$5z&XE?IG=K+iTq+!;h~E1L<;gR*myrr0Fr3L*sAKA0P-hGT zMRYRo)K#R~1SUAhIe5CoY!}~IkVnAf{ll#_JVRdl`blILVIABNmsDAG)y(u7rw~~) zuIg7r(S3MvQU5epA^)?0wOZeJS^tEgp;@Y-)wH2KsG;UR?@{C2t50#r@ z)LiLJ<(>61Q$po+GYYq-m4zlrLAj|paxe7|mG?31$oEqu3OS@NzUA80N7!e?_vS}E zeDLXb6wq@gFWUpz@Zau!sqtyBD(hSC&6L{|ov(xp8qbxmj+X6Vgg$bevw5+}ulMpB z1UGg$EsBHobW4ONKP3F*1-d`32=(2i=B0+s);}gaYYBU_OYhEttDSz3CCuD~N^Q%O zbe~oUP>A9=dj`|)V13nDmI-tVUc5w&Kso_IXC*2b^j5)6>SJ8DH;65^0nXt7c?0Wh z&&!gfWsm93OSzV{Z}no7xUSklMDuTP7B-46_zBHMIMr~gX>$o@9}2!})^)n)n7_Zm z7ua!Nx+}FrMs7^$XzlA5_SP3lq(czM)#H=Jo5@oTV-OKOxKFvfM5=_R$p zj#SVmu-Gt7SI$Zl(e`^|849iDdnh>^W_X9|TTlnjsIx1t-XIG%=T}NLA-$N~trRHd zK)xsLN10F=yR<1<`nQQsQj2cqeSAUOM#Q0)$Vt9CQ5x5o8*npDBhz5e9DBu$yuOxa zHrY6JHvy@NwggO?knJjt^<%;H849-@RSqQjX~s_?T=U*&B>L;-5jH1(|3E>>EquIP~OEvs#UY5gH(LOf_OmMo2~H0*%o7Y<%;M_JRBYW*S- z9sZn-zKN8EUy*6S%1?6&M3bZl?cWi!5h=}2wpG**STc)`Wv7j6*ny%Nh<9sVWNS>S z`b8J#Ez+rMFaz(-)6=SUDo+PVwLCVbG+=x}=xrW$OCI7HOU=&+I+Z* zKfh>Mn_g%>=u&P1&tm!!4XsBHhtk`JbetUO>6lFnb2ii%*tG#izb~MYl~=7x4886P zF=JS!P1y^zR3E~7nQHjsj5YZiz0Ky?G|VcU5(0gZbffj>9JaRv7(ujelpP^$#e*?+l!61z(8VHUf- zfQo_Idt4UfPkjY)JC=6iH8!5**P&h~f_L28^&K**TR&bVX09hp$bN00a9jJd+rPn@ zv*|zoTDB|0O9yFwJl~x1lk>Nfp$qLN>86gY*hub_J3AomS_}I_%E0+$$M~5;;!zw@ zt-8?u<&f1D|I+Sj>Yv%YW@<=Ys;h3|clkSWA&B$qCv3k@pgwlKx2d;P`?lfRy8)R^9OWR}@}KG5s3#3E6GgaAAML(LBAbUrGN zhw>N(oFBCHrH(2}qi+~`U?w3(+N!*prffr}`b`>TdF#7b7#`D}=$!kbF<#6$;Z zHhZO~&!DXM1_~#yLBZxkc=|F`4cj=_7oZ&j zHXr#QM-r4bM))GBHSuYH3xp^}NviWq(}J(bvIux_B!YhoncbG4uqpKnB5i#Ir0?;i z#^+Qf*wT^L7+L{Tl=_T8t|jxyA~P<@6UEd_!9+R4%9hxlO(4pmV^{Z?ux zIc{kfQ#+0`Wb~w-oCh}MS#(?huI#0aneEpkLQ&%(B>ad+G-6-!u*@i?4(b805sfL3 zt;h!hx^%KY5XWjw6z>56Y&mr>ygMIHlenCbq&H9G*CR zVQQRa>rSAjRbgaFDiz~dv@k5ZKBjicC0UDwCGMN+?hEyGJ_KrQ}0THkze0CAVn>8v|DGLGLfZ^jw}v zxL4X0x5uTYv|jY*tMulmmoJ@`XmpUaUM}GUST?2Ta3%#D7^uGmOk1z-%(O79QGB1x zFCZ{cuXtJ65ge}MwDHMYz2-Zvu-v4?nT-lMlt4R3t#7F(#Fiz^ zFD&WMD#Sn?{ByVMtk@-PcY+rBK0L*Re9Qv9MFq$j66QSg)Q-xG5KRA3W6Lr#j_>H# z{bp@Cpa`+_-Sw0*`;o9uNu&XZpd)-n^OiquftHyUufn|Qy@(v$iH#0%MPgAm?m#c4S(9x4AVQiDX31GG#U zCjj;=rMAyTZrbmJ;@XW;)-1^hD+)$;klFx)9lN9Er+l&+Om}f4y7MaUr4(adVbFY! zsaB(8QzhA6DSs=8BhXPO2e7%Fe`8HrnQ@*S+h8~8petXQ@;7*COQQZlUYEu?iB1=@ zdsZ%ueLo&ZvR-_eyYx(J;K)0W;r*HGQo5j_pws{;^|0qD&kNsijwkbZcv*G*0-{vv zS^$m*0qL1U8(!cetV1`ABga9JZXQZ<>%%n?H7KbB%lvr58_c6b5~S&WoSCJeOnOyK zIu7A~&rs^mz&BP(kM+YJBbTEmrC&v*-c^(t+dW(YdXA^ue>JbOQ(mp{$qfwUKTW=g zA32o_ijF0p&FZ=nD+f^8^H#Ir5NY5mCzE^RU6jD3kwg#UuckUM;p@O=39O(XcLj$W}dv{aT=?#vZE^mtT%T)SJT0wAPFPg<0=ygcw9 zQYD&oR_3s!o}5p`P9`_&Y_hl4a-ttn`)KAo$`{EPpvg4Ph@4rueIVBXZoi5;l+3q? zr>s%w&gaP1pARI{>o(MOno8l)zELH5vzg<7$sknxjs?SK-iCM0Y4(|dDJ`QWbAbos zr4z8ZrT7NQb7z9Pa)Cl-XU;qyF012zxxDm5&<<_he^JHt(Pb9T`}rBx$d#~)M4;Cw zb875cRoPKvq>#VbYs*hwPY@+L9F^}2Zh9a~ZkzGaMr2TQKP~yfo{A2mwW-=+){)AM!4=+ zGQ+2Q!+e-^uS^Xd@L$7n5vRB;7sn4g(a207v?w=LFBzQFTDqB=t=YAl=5s6d)lD$Q zK$$;kW6C1(d$HZ%RJKfywKE3-to?0uZ6io4&3&jo=Bt#KMI~h_k!Z%d>(po5P{6J` z23e*tBniB-Yp*CRZvwZyHhhGat*({i%wAB1(3-jVhxA%D1d>N1_7d7sX_}WHkQ`Hy z874%pm8FeH?bjQov-3v(9OlQ4&mm9ot6Uku+6Vz~3+HAD*>R&;k?BQ1@_mNVPHA~M z@2pPi7R{K*eXan3pt&6U+CQDwURDX#zE}5Y@dVnJlMhq7v2nZv| z{SUAWiI_epLRV2)r5zLHD>JKSdi|{R(TUiMuCH;q3L?|(bU}q9SBi?jsuf{e>22wP z06pB6hi$5b_w#WgjbD138gANn9cfi^0-fje#LMhz?ZqyM=&h>2Vw?)QVBkfXwb%j_ zU8}uW#r}mbhLy|e)0S*rKmVD5n%yS6=&M1S9%Q9I$lTb7az;9N-g<}{NLcGpyQy;7 zW+fDjoPdcz{CPyKnn5?&fmJ!iPjIDH8YV;BgfC_tyIXp4=u^GSZ zWwh1`mZwV=_l|9ti?jv`1-AO$K2FG2g>H{VOVH_S4C)Y;>L-5<$bfjCajSvbj2~v2 zbL#``_h1L#wAuk``X>_U9oTfAWE)S_{UH;P=1^-m($QC$gEVam7Zx37dai1o28J7f zMI@+YQm!KD_csMKTa3Th=sWJl7hI245-JadA`p<6OH4Y-M1$BQ145Wy3$VU0l&#iJ z6|n{JG|MYQYB|7kP--l%ANdp#bn1c4!cP!X0*Jg=}p-z37t`sp3po`wJ#zuITs+Yvana ze6OJ_S^C6xd)YBFh41%Mn4;|#+7eVHVPfbokYW65K50mkYeqmK_X!-0Kop|fq4dLA9C6cjKY zq#vpDV_T~|P?ftYZDdZ)mRimkH^FW{UceLXW&-%5S{Q+Maz7;7-s((CK7=C9K0KgSv(vcKzC6ZUUNum9cd&fj;e z`HS?L`d>@0|6|>qe@L(YTa7jUGoT^zdE4oq?b3J+G%vXVmpO`sW_O5PSiV{cVJ+t# zRLDnNED`%yHihYOCUqR>s~=MS1!$UtZhwIZYw06^(kZX^04(okj>f%Z!*CmMO z(6{>}y}R$r2;^JBs6D8qi1s|9Uox0{}mgiHP??hIJkhC7Z#y} zCKEtN=<1eUsYe);+_vIlEu^33bAOsg&qK!IZtc;Shb^?yh*okNOkwAJSNVD@Q1;Bs zGyXGn-p=TZqI2GOKV}= z(A~xC$*0ozo`>qJJ+3fDuYY5e0@7uX45Crx{aN1K+_R$mKGnC-@RN6q>LRJAYx$uY zX>}&il(xs?-rF4{nvaNKCGLkj^S2JdePgUDu4X&>n--4bAj=EM;x0@rA9i13tV>$_ z!Js3ig}Bza_P{5+*Htz^Ldmruv7^+K69-HzwXG^Z!ku`DLig*fj^9R3V8GGdOk+2U zhKw^76`k+Fe&ZgyGwU01%At?VR-9?U_}>R@F5i#cctJmjDwbhjyJZP^X-4afb@1Me zB-y(653;$C%U8DKZT~BD4wIv~bB0GxtVBgqvQ=AP#>1NOLP_(lkuB@3jY7lo`t@w( zOL?W3CYHs7s#wdLo)5oQhcQVl(0i|Jud-beLD7=mx-Z;WtJqbowQVmbNFe0U>QJekUQ6Saucn5qltU+}Bt3f-DBm1|Z z$;AWSkv|6Q?PT|_U$Uee7>j!~DcOh;ocP3hxDeTu6+56k)kas-g5VoRodJnD{?RVt z_eiyh_fHk^Yr}H=KMHMty>y_9vv#OE#P5$nTNEeb(Lyu1q>A`o3hnkI;Y(qo&*KZV zv{629!3F=Q&>poSLnEaZb57i3g7V`Ym16X{w)ysn&VyUxZe>0G&d8N=thbcNG`IC+ zPj@@=PT1(w=6^P5ll^v!oxCwqVLEmEhA}8}nm)A*Ydv1Mdvd0o(i}}0Hvf{e!KNy%uCcYjia`LP;1N%+Je<`mc zGRhzQnUHYX>4t3xUrGTd{Z4M!CO%VJax^Rc`QX8Umf>@U!)(Lr+4#)$!7ie!e4&}g zCnv|j7d$Fg`I=V+-b20Hzt3kj{)KHegI^2?-*#f6ITgVYQI`dTlhNudb^X5&YyQ?b z*q*SIBO?v$D51o1(vD)mTUrCksQOK@%?b!?QI}-IDvVQ1p~^&Jl(HWt%Q+whp9O;1 z9H^W3x!B2gFY{t=w%Bo_U`eO4Mf5A<(tuu85C;thJ zy%`+-Mp*-kCpUw&>TadA=TP3ulokb`A!u3tQ#G!6okk+L3^>X*it1xl?5*n-l#-9x z>X}MIrR9z{_XiH8mX?@IIHSI3>=mx|EpBPmEm+kUHFk{+|0t3_n?-xkFt`?Wl@1@n z^|CsPl>%yKt1v}!vYUz{C(u%S&e9|o^4?x{w^XHsx8uqy(S@e>h8KV#>7Yhjj>cGz z9<0C3iDeLy@YxW9eK__J-j6>7rN4LfGHE#+Th|UC8*2)le zE1FIL4%Go-neBC?&mh_nN}ZMJ9Rv!N&aTw$krt4kxpeuTP*x!`>i$aY>vR+N_#eJ8 z=Zc2;7+IBPNYx~Lcmvh#)I{dNe!wV(@C<~zvc5)2bZzljI2i9JGORmf1M9L?+jTux zax_n}qd1c+(d^eiTa^WN@j5-@Oyif8V80IT?^)0p6$2m$I=qR|HA9C-GO6T}7 zKeEe5rOOU<3uq`7sL+95Y!*nh84JvEu`B60tH5U45Rx=vd8QEX7X$X+=;GLsxH%5i zd!uP3R3%&*8Vj`QGG?$4FRZX%vUg9UJ%LR@5bQ&Qq*hgd?OfC^4j7>Wg|-o_bKIZ> zTPS~K_Ub#u1WD1mQ-SBctlDj0BNN#0sWB%X)D9}$8I^0KY%XCeN_Gibr32GXaAaMW z|BNb)(#Y+FC_^T)-Thkx`61pnlle}5V6pM3Lw)iT!bYuHz_UyjuGnPs)+wpz*Ld)5V& z9eWR|`)G32#@nXOc4W^!-0+PXi$4aCQczb^%w{834O4u)fXgLq)Al92hvvoub20VvLg_{dufmyiYFRwsomOg8b8K?9auWH#eaSlch|Y*MzQT)nK7;C7?sk; zq;>l{^lP+c0Dk2AW4L(lrd@L>S*b-_mh#aA7S5qs@``wca7^1J?+S41OZw)5U<0pS@1PMjQoX zX}EYiCI0JdNxQD2Qr^$Q1oMjAo!?PP^xXHsc#8S^50+Km1PMVy?CrE=Vh8ceJVoDO zmk-=qX{&4v9JPk;k}+g}ev!tB{c0#;Z&{MW63nEAg))7^BOTWItsPK(TBz`w=7mV_ ztJvP5I~-i>>>IQK&=4<&KKo^@U%n4=N>0j)e{V2v$xg~9ZL(d|j&@%=+;_E3iW7hh zr{UPev#nwl0UYHS)NI2U(Mg30+E7(f?r(|QnMK-mw7n#fTWPqby7%zwuCtp-KgAVf z8exv(xsm~1Qbn(IUxZV#pvZy2PaE&>*nq}ka+|p*G5KP8-tgGd;WFru27}YOcG}bz zpX<|idX*bGA}YJ342;yCt4fRj$0NzHlX9FNafZ^X!mbQK>8BY%tfl2%JRFO)ng-63 zK7=!s)Zkr4d>^XV8`K$SXM|(ls1?<>%cQ*Gov&O0{Nj8PW`?!VD5IX__#G=qV6@0# zbM>N}ge+vD&T>8}Q|5~SNL0jiTPDn03HCd-s+N)20%M|HTd%30g0jDr?lW9G_WBXk zusbCiZQk;)sa&zac8Z@}8d?ZHjcop^&fj3I5`U(B#h4zumLkG|$#U1&3YTlnjNgYuVg&Zo+s z)m`G-J~sClbIdl8F3?iu&o|aNZ2q7-ffB#{_6(esVo`|r&|n$zK_mwi@=Xa&rk*@H zYl|OoTQ*8;WU2S-lfkTf57rUHtpR5EPekN3Wn4<5efoO>`Gm)jdf zqpEpr)Nj1JA@8^ke^BTA7gyv@NGsTHti$1@7V~k-NAVS=e?*;k-`Ue@LRdL(^cv6K zVBTJ4$rupl$N6w?KTuOtL8Hmc`~Rr9CB+vPzG}x7mNWdN=BB^Qxyq?Ovv)-fsm>nw z>-?qWRz}{DI6{I)39O95ddk9%p@6nQb4&VH*u{s`=Tj+ak#gQTLHc$lT|0X#5H0^l zBHQ(Ql^*DIwp#T#Qzd z-q$Q6?{n=$#0X1VEIgJ1o%fbFjb2*ou33Eypx2#H1oT`4HKq)wwv*_e10J@Sss=|cWU~^)^&%EYP(CqVfEJ(`#`YA2;*TW%;J$QLQtC`kA zORVN02aVoeduiSBoYP^itpme6=kgP!Uv|+dpNpMCWL2w`j0nVYt00F+_!k%~s@(y~EjjL^;^`L^Kcr1R zAa*y0T`3R{N2u!41)AViIX%JLhf6Eq8mp4XDx4|fbaFfTm=0%w>Wv|AUuH-;%jP^% zH_E>7*z(<}ys|xq2b;Cc_o#CO8hxTS%*FaFHoAS(aIym2w!j`3tB4)eyFna|YdeOh z2wP={wZjOt)TSONiU+v`?CP=_#^qW;@DYol#Qnpvqo}Ud1YT@V7_^Dx1R(899ju4h z`cE_}10Y5tW(xpyc06GGcZgt%fT^kuXh8WA9Hk$D(LhMG!S$T0OsvkKybIFGBL=pW zyy?oiy#!{#N(>aZa`$PIt$^&e;U*DaAoaO4{jACJBh(8jh3f@TMI(@k1BA*^O-V)7 z_AJ?x7tVQRYztxhHp|YRkpfhO!fAk-OLkg74G~WCY-N(|4y7%ex&Wk$?=4M9nk06n zTKye*2(c9=)UoMGQXYVNMkg5nqsIueY&RiPNXw*CNts2hpSw`8YrdH34W)BVv@Wjc z2$eN;1f3j6P6w;L1;u(TLw*ez7Wru68%lpBfDMdlvh+a5Mkqz_6dyv9l;+{$rz{a( zS+YLrWnPvP1W@Zmt{Puvp)saUCrMI0>4s?bH@LcOwP|Hh5|Pmvu@Iosh+R;L+@-T0 zuxnk9spMo(^`=Tk*=AkFju#)C zIQ!vPMb3~u7x@!wPkN-+IUBa>0@)g{L!K5GqdABTqP{PpOe^$id^{eHL7g&bpT{X?8}Z4L zU_8Agiwqt7C8P*cW33?tYR0Lrs%=MtGO097k@L3BoYHr$v}tnY{WgyEtiWj_`GL`?t#ffSJWUY8?Z92Sh)7S`lC^8nu&kH z&Hk5hv&#KRZghfUtqsBt+Nfb%P-d|J?)KdM zI7H5gUbLdmn?yWA?hIrf{N8vz1JZNOWr+KkO{_Shf(iM0nc8R`DOW@H#Gtsrb|y_s zY7#c>n%(p$?)WRTR=`rGz=7k-p>=1y;4y-$p(=txm3o8Nk3;{#VSZ>Fph>Sivt#?>Dm!d|@ z>ZRUS^K#f835jv|Pj(9-6YL_@-Bg{=mImZ}K&6c7a0fAV2dnOQr_QZU?t}+jzrd|e2?W@w-*%(xEmKVOg7mB{R6^uzn;#^W4jG=4n}PHk zd2A=`Ddwwd%3mvh5*jy=T2PV>iDCj@;H>TfxobKm1?XC$wG)2ZTZ1=)EJbsV^de@2 zfz)_APZn)a+3Ol zsf8`ok_u!h?URE0TpUz6_n?v!1bGw-`N#muzNht?&7xfI8x$^d1}K-BRuMLoo_NR= zKHZRN2!gyNz*yy4R>ximtb1usH(JEo$*qg6l&m36$6xh!{K|Ltr+wt$%qDT+V zbs9y*C2E8QM8}+6DXUr0yNxp_Km3ZACOx?mHAe9ATjUvXz-@Jk+52LJKyC z_l;H8Mg81Tt8W=sBK0X3(=ClyD?#SRVHBBb7gv4Ni-O)d25+@~y0(I9=|SE3P4CUB z_+f9gi6VJoER!|VhL(r~<2hH*8I$Fx$5eMiteEKCSMwYur99oL`tq?|Vq1C1D}DW; zh55_>{g*cXu8aHMs0|VvUwd9{ychDLV{?cuY!J5N%5J|oS%x4+in(jfSe@z`ifa_7 z#wqV4!ylWIiZzeiOm~J?ODB!hn}DrfEQMdXkg*#h&VSIE%l1{#8h5n+ImLO{Ee0^m z@lKk5U+~L;V_n0vKVeLhQHSW>ai(Q$D5m0W-@MLU$ueoCZOSczgOBl4sV37Gu|UeIJoBd{)T*KF;V4qG!|k z)H~!ZXPMq5O@Y7k37Y%w8j-|T-dbmOZQ?GYhVZQnpC$Ss$32Q;2@G@m!Aq5U*OY9C zt}i6 zN6x-%^S{6Rs_1ecx8XG*!|w$qZJvSojBbvasxX&N=WZ04*4$Ov9*#%rLQ|i%mc6Z8 zV#A7AjKa&5%9#AB^qmA>e<-snJHh#7!W8-AlgHg7e>S<#i8cDj3GthCwaQOBv(g{r z=hziicFra#>;J5)JqZ(7Dcm$cN{KT>!|IdsT*$8*Os)&lyY{5s-OO~x5Y4WylE5xH zjn5;lsUyUzVM|`>bK(oRv3dN(se?k~gAY?%XeLY^(Af*U0|!p53xIrS&pCn@%S3<2 zy4tQiqRx$=QWT~CZ*Xz{Q5$rNS0Nnf)EOC3Cj1U)&kDIW9B4-)X-|lm)R3MYA)SGr zid~eNT29nGIEIKz{b{>c(L8;O3F~bKCC*Ca03$o8U5G#jH*S_~j&d}_UPZi9OnKBQ z!waJK7wfFd^XZ|{g~u>bu4wuwB?VrJKw8V!P|YK2++P3RSc^n3ibSd0BTavs`rm0u}3Rz+})SgP&E z%20+FHidMRu?TxprlF!=2SU~{k~1V?)dm_gKEBUyCOYhVovP?tolyNu1jCSy&*uG5 zK+uny@GzCmMKqNOCb7H%^cG@9zMyJ2FVj(_^wrr&%|W5=8lLhN!fLUI1-DC)20^Cc z&;*+>@=Sk1RXM!KIC4s9DFQW;MJQ<{m>VFsF_fuuM6t(-P|J$q=Ch8QPqRF+y_XIT z_jPPmfxe`%Gu>kaZz|R+n|inata7#GG#JFFGv_v<*c~!4r>e(33Se*!k~;gnGQi!$ zh(0egYnT_;4ASO{Wf)Hh&P#keECy z0j>I695Do)g+bkE4Q43xux%EHVtY5Y#w`5a%N3zDK5*17gn$YtwFq$Z&SF|hKsrR* zt0plkvWIEpdd6lfap*5bm9R%3aW4|uNmD!`BQ!Zsi6Es^vzt7s-Cb2RD~NoqGX1*^ zsL!x$7N6`m3CnLYYWy{(X`f<~A^9Ki{D!-*=VnsGgHWcPa)XWheKd@?lQx^9)Obin zSzXdO$c734W|E?;$0~{5lc&3aWCS6V^9m@l6W&Q?n-0id`rEYlR#f%CihL{8&MK@s zN>M((DQMV+i_^XQO7Z`Z3!HxrbpAQeiF-f?&rTLu4EpBw_+o<<%=IOs-9{3%d{_eeQV*hZpw-sMIa7r&gv$z8$e=*M~vpzZ1Q>y##l>ab~ zNg>M>#DW=n^*8f;F5WVad|n;liBnp^j8`<;x8~&$0-&TYj*FC;bD2l) zK|APcUTye60#l@IH|QdC%Hb`4YGX!hN2NBgL?{E57JiG$0*Vs>Ae247A z$1o0{v@s$K{a2NkRPKn^${>@L5&NV-#Rewd%wssN!;N#`XpP$-w&9dZB(#LTlI>$$ zJB1WQ<{&@UE_4%aN?W=2cE|1@K|l73Q0T(Zq7Ny_g}He)9vLDL7r=@v91m} zgs*Ie@_V}qrH-=ID@S|(@m3RVLM`1OM}N_qo`nFM?@FssVc})Q>lYN+zY3qPgnsqq6c+ z)l8c4yS_YS`GR+Eek%$!VRVDa8Ot;gB9dGpIJcAH82wA*%t?wWDeL0WUcPjXoZ{0M zVbuupUpQAG$S^K&RV9lzHY)QijSs!8{+6nUS5%KH&QI^>6vC*?5F11h3J^nW7FQZ~ z<}3d&exZ3$-V77*d&spYRUlOgKOV-IHRjN>k!X|D3qML0hG*J@x;sF)Weo)cC_{;kUBrAk7PN?=zV^$m)iRd(|k3t(fIlOk&CU4)+;;Hj$``m ze#1%H%V+Dw`^krnRa*5Az)p*i>nUMBhCcZ)?X;J-9~K8)nUhS%euBw*bT}`}ym%(n zw{viRIH+hpTAZe+wy4G&U{*~Abf7SszpG9$3ddhTwqqfCU5h3`n1`o=9Qob zjhEK*x{*}QcZ99Spgq{eh<%?q5hAnMxzpTx($^%>Bd4X>@yW{9Yp?&={?NZ+p4xxW zxhdy^pYNqQ^?|l-MVke+{}p4U#v`88F7o};Vr9Jbr^Pz^)sTJck={q-3wuA?~Yn$U7*aGl8P?aJ7mY+LyYZ;9{FHKs=kS69Z zK;kRL6$pzn3IghJa&NA6>_es4$W*rk+c6c5;3~Qj8MgbC;ix@fdiMt{dK{kiMviMX z>|?lfZBJuPQx&ES#;U`0QO@vw^RE~y z{BQhuZ>@EMKa>uKtNO)zX$aq_zwk%m+EDBDr0AqTo$+=#Sz}jMMjF4Ht~QE9+q)k$ zYAYMhzOx*7Gx7PQFrKV7J)idIJSXmoCx~z9>ejgKh1aye+JDBM@3OBAlE+rKhU$Xy zq}9kzWc~$zj@^WH=ULjG=A9(SX2Bk|yNP)e`#6ZXXx{2NBB#1lM7;NWUw_Ty`bTgB z*)gg_Cc514nTDkL$>-Id^M9^&WXLX{b}Q?8f39_$4>WJyM85dLKldb#@250YEq{H` zu_q<@*SSvfd;YdxY*sV_w^Mi?@ySSX)A(Hu_})be9iH-jS!dmR89cY_wJ6SM(?T;f zNWs`4^fSYI>4+r-71o^X!Sp@ikOT0I@IUMi{Z~3SA0Vo0+jaOzS}_j7zbU52gZjv6 z1R)SlS`V~k*LYINh!~RcFt$yvFx7PCG;FgP>Ja->5u{%mz6PY_^rZ^OF}vtMTaHq< zN6Y4-L&e(sL^{RfHUU<60P!~cBtlxeBO`hsjDMKV4j+?Hp{hn3%aIEu%VD9t##rB9 z5@u?#Rq}^O+Xwld#-77s+S)XJg5u@NSX7W&ax^fCO@U3Kc#9kUDGM70v+88ar$U2I zDp`^Sk)1x#2Fh^_0G0SL9&b}f_py;n8Lf(`@a-cwyDyb+D>B4X1fVen;&7uYnO-V7=4Xs6Pm z9x?;aQr1vCrHb2&mY`XIi75%)9Jkn<>m^ly@hJ_`=d;+?l*(rHl3FoR_;ORH25F!y zojS-4H-C5?tf}U{+ooiDSq{oetDz!W#4zWhA6j*e(gch>^UfB#DGKn)pv7ep<6$i{ zz*zvB7C?%nJrOr3-DV-xEizRT!a6jXSF{e{hU%Bb1LHOHE>U)2w5H}9`DYjz@>yA* zm1yXBdKaT1L}WNqt7sE)P^%~! z)=;$*jG!bTvZ> z2UFzu&aONcz^hpmVCgg^2&Qqn&wNw)JIOq-T8h`@r+2Hw@~ZG&b|2x2RsC>;z=t z^uZ01H4N$Wivif^O2V8qi~5ztoG7(l)plC4m${7DP#4non8zB!A44|?ozouS-HCV1 z)jK$&L-}^Lv%)EhMu8SnP3opG2r4Sp41$APgVgaoHRk);dzFY%CGfCg03OWsV}aY! zMXeS;J$x;KAYz#{7gg3#=op`IFQYE3+>|2Bjr2ORx+;{+spOvwMDw4Q+PvM~WvppH znr|!wVh0)Pc&JCS>zRpypKwcgV6dHp4M(Z_`4tD&`;INYt+pW=zfbmae4d%^RUtO7 zmhi*>VxXr#R*D!pX*wN#?JzgXxC%+nB&vZ{h7${{gKdcdGoNY?SqPTmJX7QRbRq}& z@Nk(q`rOfWGN>~YlNO|wvEJCB{%kUbW-lE+41PVe~X~08M{672EM; z;I1lhUU5iZC)I_3r|4MU`>-n-wy%PM{>QE9no2x^Z`Js&$pAFd2Bf7hN%|H+ra(fjrdz%54dO7d$Mm;J)6$8plh zM-;BYkthuXp68_1;S17w>#l>OL^L9X&1NqsC&t^FMJlt^6!k6y5yinH7up7#Z$w1P_01rNysBQYeT%CS`> zDx>jpdADydmA_uUqZ8gY@tU$@@5xBfw^Su9Q$tqQ5kNU8_;KR+cB%2}lh9`VRRSyJ z06PPSpac3N15HVG>wIwD0-Qot0ggwfwa_$`uQl%=*GAKe9e$D+D`jKgbgoo`Nn!7O zS7WHb^?KY=8%{2r_9!#sxnT7)-_HVP#Kq1_e3(bF#%u+!OG>iQ5fdBgVWLc~4)wSqD5I zB`LM-{rX#<2FTki+JpN`+v8$AQ!o2|ORC%Ii@CX0f>xRrUxI{%3XBD~xN@Oo+>h5TzW{Exw(>L5i z`WkCte>P(|E2H!B+Px1Anbht=ODeCpb|291vA+E8Y_R^j4D?57ozl_hr1RPQ?bTBE zlwS?qNx|>k9<6efv0QnwFNvn{Tpm4hGokgU>Tws@u>sG=faA>NW>sYl+(zT-rY}r4 z3vffadtFrCUogHQE3drrBjXl9Kk4DQzevSrZyWKyA54;-HltB=1+w|wEWjc2ENi*f zb1@?g9AiD?Y0W^7fUeKNTxHAG-ka62>UunIRD<8H6(s2o8Kqmp|9A`te@I7PvwsWL z9?E>p+8|1QJ@>3edFDc*HEI1|oJjc*R>;p=Lu#TcSv2!-(aX(SxOcWX6W07kWI(Pe z_5Hpt7GLK^Wbn4DqIA9cH__zAt1^nH#)s}H|KKs`s8i%*2mSFF1SdYsdOP(&)4sV; z5**DY;>Br@xY+jm+q8U8{+RiWkWliLi@H1{)c$9b3`}g{L8Klin-v(P%8tSh?MT~aoWJc{Wu+i_@Vhpj;z6cc{ zZj33Vv1W9T7Jz?nLlqUJUk7AbQqi$cN1bF!dLXO>e3`v>S>OCM8ydVGeyF=)N6`t> z|Bhz&R-Yh-adJ=?S6kXZfZR?hF9{+XXFVSqNpk_2(rOhNHuY?W_-Kw1>J<{lOX_D_ zNCLx{vq%QnGEXirK;Hp5H^{n*P|K}}56N~iH~~h?Dyk1rR60Xob4kQyw7s;BidiDE zJHYrjt`LAoYNb!1I&IMfB{_`xsTXr_!bfp&(fTT%#z*o(9wXYjDPw;xkLBOvRpjZb5PNf7W&U- znU`LvPYH5YT)d9`tX4@2Q3FyI-+^2JKCzXIm5!XsV@;_Vt*4ig@GLEF?--hg|Vh>es`pB&#L;Dmm69e$y&RnJt2sf6(>9b7r%GzHcsb%T~u}cyQoV2cTtu2AB(D%|F)=l z=XUe{alL9I5#KcEVK$G;(5()#&07X-DzlB?YeK<%)~!|IJFiD%XWLB1i8a{Nj010cQHP(C{8cBJC)aJUu zDySM9%X^%qSER;R>sw2GOV648jg2S5?)}Uj3=>^FeBoxW!&qXEOOtMG0@i$N<=w>f zAV3#zB%?&S!~A@Aw!{H^xPLAmdeHef-=~&F_M4d?%E^TVH?dVNy@^XljFkB* zZSGl}gL;IoPtjb)X5sClDSv0J+}^J|8P_hVVK!d36WH5IFnmw=dp?)w)6?cY4jobD zL5~s42T&hMc)&@O)8AdUb}5pR&)j1r&?0<$A-{I%>2MOPbwb&hEjUgH`$k5VpB{*taa(vcVxIPxGe2}d{?^?@Ei$?!?>P-~V!bJ=i#qi4b0DZ|i;0Sj08A+ZzI$^Xi>A0NDSXWH7y z1x0_8cV*7Hi%D!B$6W~E=@6NA(&b#dBs(r%Je|vt(^xahcFO4!IE?AGw_+;V7!mK~ zR+GP-YvwP}_11+i-Ew1=p=+??;yY?CpgQTgLNg@B&e;3QnkWx zH>jsupMA~5s(&M+D6;E+dk@qherRjE6fn`3Ny$?+m&9_X=VigS z==?yl4Na}qeook-KdTPnB$TFd2abF=>!Lpwm>9rTw7>gX^DXI6zvkMaM}=(H#~p5e_FTh;n?Cwi|Wn+4BJ>ur!s34b35Yg zlvZbzd85YIN{7j#dwG&8f(~!#2jWy?suxyj*^~R|iHsgp$|eaD)9hQM+MY!}NZ6Gd zU)E=x#Po@pPx=%iKwkjDY-d|>ciwiXP!I`%yX=MQZ26xCWlbcU;k%QsH9Q|yZx4+x zTGpAB)QZv>m$V^B2n4Wa6Xe)Sec%%!sgP15RnzXgg0O_5c$IhQd7t&7*lQ3T%Q3{Rq-Zy>>kGMwqE-1Dsr*}0)-zo;->5We9GG{R2Db zBArH4zL6!>(c0DW3-ZnVB#7)w|%wyItL`-sQ=!{(V2*e@p4=-_bb?e*5FY_o=RD7r(x2eHXyW zyU^!Zhyf$`ISsu~cV4{g7;&DmH{zn#uQ@?bj5D@M;}6~at)P4qeLAWX&6GRoQHggOqQ!RS}z zki1+7bDs5t( zpbdvLyBbDn9Y3d`U8lOMC6o1i5)!jd7n(F9G(2ewTr%sovKk1CM8(n6Wd`2W%p;`g zzs=rQefMb`Z%=pL$k*=~gytl26dr^tap`fBUeQ>&W2%f0N`a_#cMfxKupEaZBJTR>x(Y#23l{H?c`G-S` zf;8n3`5T^A8xJ=#nUv51Nyk0~0UU&JYz%EYlo?8+_7Ik1Ftdr0RIJ#29={(Z;L#e9 zN)=YbA|>rEU9ia`NR$BgJOJkG-%1l{fr`Z0c$j>_XgNsj0gf6XWV7G!`)Mq$_C3aX zELvV7);};dFgG^1J2v!9?4$3o;k0p)5^)&QxR}7WxZJpe?zp5kaVgi|Ict8>73%?>xU35XN(=AfK$JOdMX)7RoP||)pUC*1THNPS3<3_ zE@JrMJxuVoA&28A=l5Pp^Ju~R?>22!Zko7ShEyyssL`<)RUB_U>vW)dHLCb#fCJ>D zuGUR+1o9|B*A^U?YmKVbO~bNX3D1&tHU!d92nj;vn$yIBGWgCL>w7#hR7e2<|kXs^Ykz(+ie)SCc@ksIZ2X#p4ct*d`#UD4+-eW4S@#Y>1dIHxs9OZ#o2Z z#A?mWcoE3CXexJ%uk5+WV;&>eIc8{V@1mF`BfsdX-zg(=t)$C1Y_MFGRyJg74o2*^ z(WJa&mH?{@27x$W3XPcxRv@#tv*-^{eeDWkxjaB+EwYf)U>`qAY+LUkTyHEZK$X-% zcU#>=gEBmwvmnRPuG3!%1xBB1`48x#QM#;)azBm~TvjCU94x#{lr@a#!2}KkC_!H{ zP;j2KREC0)Xpp|6Q!h&6$9xXCmuVMLxs}`f2!?3NMBXD15odGkKgkeOw0Fz1;*H_X zHUprCm3SOvn#L(cvh*ymdBU-7scUMv<1(|#NfK<{agqg0YhhOrN>hRABNEhIIs0`abm{>Bv($mdXScYUA8>b-M6Mgf#RP&~J z^LB9aZhrHAZ}XSc=C4=H-{>D7OFcd{e|#SN_U&ZGRMf4E4l&%zwsbS4BO)l9-}=KARgZAI2YwgN1>iP({XMjN z|A+B3D*t;a&ofM2s$#%^wSH!7b(Z8dj$C5=S5O@2ENI8PW1o50yr!K~l1G_{jd_)_ zy7>b2n*a3eoC#x8`Izry_{n~XRa~nK(W5PXSt&YYUfxW@A}*B|5%dYyn=!q8KWCz* zdNN4n1F|mga`5sg$ZO1(2jWc#3A(XyiaN&zYph)bxG3_xQti3eL~4+Cv_KkDPe zy@W0vO7gqiY*MSqgXo?_;Cv}Lm=L9HYIMc292GyEvU~ZsmL&F-mMz|$Js@u7xExl} z<|GpcUZdKSt)#zw*VB#;1e*~WMKW{8$4NC1ehWRnWDU>VfE?};W!3c;We;{|Ir{@O zA5pUWda_5^3~r5i^-AOVk%nBuH-cE)&Gd|^oH6{gc^?hU^kf{D>z5KzHKHWFJZf;- zoNi06p!YI79G@?Wb$=725q&a;yS*9v5fs9koh@>UPHB4fG@hk_^wm%h@?dfF?=NQGQ4-T;#B^+kJKh6p61*Gz_TO$>UdRYcFUvP zC-5hdg>M`dMTJos!tjaqoYow^YmZUA#X=Nqj%a&BtYg$zOOTqMR_+So0lvSbZxS_A zd4Auv#J%+D^NbcUe*_}c|@&-E8%WKQHKJGa~w;MK9P z>Vb!vE4|tlU1Nm}mC(*E@erTxL8?xu?r(R|eoUQy-Dy&-=FAQ6M3Fr2&h_|H7H(7%A4^uZC8PUq9_% zHZCYMez*g%3#+Fcm|4p16YPJ5do*TSRy_I4LUZ2dOVIOG@4Zf8MQs;SL&K2sZ~Y{I zL~k|9cD5=1C(>GT>RSv-_j>(9;nKFGe%^iLVzaKeup>8*3|evWFVe1O8b|g?W(5x< zWIQA}EPhUG&}!*DS7zo2PkEE|?$?8s+EsEBf?XSC70GK)k^3&7_b%8wXfI8QcR~q$ z+VuxasZA~}HQzV!G|Z>$AF*n3q&~Z~<1)J4s+Z)elexLseX5=qI>jsv)E;$VPIr+> zo^}pGT9?ATLM`vCxpoa{ZVHGk<}K-$OpfJm=!o+q8df8CB{r}M!b|uEXWE#jYW1Oa z|5s7nK~gTnMK6DJcY>mT{kDmE<@z9fblWCkuW!6w6Ix2P z0b|SX@=|pAo)&{3Un9J33H(4om7cPgvPGO1=^<{Y8sU+NmL+1|1mXx(YfuDZKF zcqLFq-rzESL&|1e^+B?fB6JYQa{cWynN;P>%;T=(Ck0eSUiTc zfJb>z53m8j-Zk8*#EfQ~+9FPrq=TH#BbkiFjqedtl19SnVuQ5@q1DTL?etMbqB02Zd5uWi5evLK7@6U(hA;Xz0`@4_h@{C+awMOgDbpS6B3GxHVd~k(3Dv5$eu14HchMDkJM6@L% zPzWMqpHoxAz%4YLa~9to?ci{BV)1+d)Y)cb)Zt`BZT5ynWFD@x-<3#q{(#2-`Mlat zVaaJ)9muZ)o$Ypezh+W-uJ?+_f|FZj>ezhGRNAUcQynGPd8GId4coW3nkutpLxOk* zVbRf4qed>{j)wJH8Xxf4yHtUsAo*V2#J~|NvUUMUFP$h(?Nl*PdKOgNUTb4Ep_!Jo z6GRsQbsRiO{sgo7QJaA_aP+xGVwL^qWT=$U)XAjqdk?eI`64W3@MxJU(YtHz6visf zlm;PQRF+)Wdx~0#SxFUKG*4jawghoov*`CjNj}^u^lTR2VCqx2iY|B_ET^ooXBrvs zEVW#RP33GZlvcAJ)lZn5E*40QhTVa2J>>;UfU*9hg95hV#{2P!@pF+QMt3@yDF zLcBUX)=QaOGP#1(Fzz%Uem3RRIjuOM4h*A>4=G@exVJ=EP`$*A^0HF!OW9vAUIN9w zh{}J_s$aFnLp@wnbd7IZxxzu06$xAO79i4wuVITZHpcce>wJLDZq{q%!l&?ph*^ZE zcj8HpGay@T#a+)V z7gx$E(*%emc7DPQdhb&vXI~ISPzLu;Z{wv#Vj!66@}bV`UwNpRQH3#5W5E?B!d}XH zzp~WfLN&ZhEeKq0yWEaD7XVbLiKelRr|eyn{Z8w_TCY7wYs7a}()OR&dk?Or_kK@X zqzEWVfY5trL5h%s-U1=?-m8>QB26H4lom?p5V{oUML_Arf*>HE^deYLdJ&K+MKptZ z?|aTYbI#11HRsH;*0auj6Ir?b-`{n8+H?mTU2pi6ko9rwMiygFT}Pu-*aT^_W1LT= zJh}!V3tgDGhZMcv=YnN;>-!v3y9@OwkwL3=9($HXo9-8oCpSkc)q1A>h^RoJJ1xr8 zd1kJVl8fQS9VcgRCHQ;yA)eSY%SuLYg(5sH>N~>rJpkCpS>36EovI$;GnlRNCW_Y& zp`>dj%?tOZ>qUzSMbl~tdd{fQ$y+`e?6`Z6639kUEq8=_xu|hvs%GRrLUo;w&)+}( zb@uoY%ahBpPip@I&l>-1k(2%NaO}T4Yy77c`NgxwKZaxfYLWlrS>vBA@+<#ii~Rr7 zXN~{4E%LvgHU1aOS+viOb9uIpB-~)@Sb{%oZePr3iVj+~JHWhLE4n>*xZ0j+E3@WI zcxSi@D*jcVgqM8Yx%%L7b-Q+r)lTP3v7S>nW?nc+=Btfk{rER#+Asl6_QBrL+A*ub z_C+dHiM{PgH`dv2<8}4tlZ7{4S|I>TmeS*&t?G)@u2b}<#>M-u7OKr$>0(?JR`KuH z#qC)(gsjf79}95fU37FVX%JmJdG@_jNRbrybn^X~Tw{he6)Jr7AgO;pEhEk_g|CrKfh^x_ZJ z$@e8s^UjwQAr{M{F|>Jw?)p$Fxe^yC@?7S0 zTx@a!2`EuXvS)c==+1L@JL0fY=_^^g$;{oux@8qTxbt+mSZx=w1s*~jk$go#TAFSG z{X`!5j-j_O*anQh+>d^-?%M|ChjK77ZlK6=y7QNB!AgqXZZz7m?C}b<_^6ZI-ziP- zF3FY2MaIxn1(V6UrY&12SST1rXm(qRG(`8CfA=ZIuyRYn0@AeUfp_dOuC1FAcRF`Y zDt&-V8cOhS;s;byCumpCQ4RzC@uL|JpV|VV1)DMPUgp=??578x`F6bY~~96RH;P<*-G!^;Vps8z){@gS_@h zr8Cc5aYRgc_=7ocgJG<8|8c5gd9of0`Ah58-Y6&FoULc}NFrfAwMurcYLWy!tL~7V zHAhieqc5v87Qfq0-kGBrWzl)dl z+#B+GRNgdx#<)Vg5}D%E-!~k7t$KiJ^K~Q4h~hQ_gsD+^xJt+Sn`O%e9j;d7mfSgb z_^m+CWFJX$+t$wdmxPbcWDu3RQ66LQ6SlNSJ}H`B4_4AGn>kW4Y_K3BW!)Xfq=%76 zMP@O*>HwG)CiVDa_?yX>SpD%Fvlwn$@^Gz>&377B!E!i#uIe8JvrPCw&gp`kOC24n z@>D@9fU@xOkPkN~nfNoXK7L)`oVWplw^trf-Jb;eM=?a1Iy zoXcxI^_#^yzxAf`SZi6>zzkR63}pe^O`pU%ZLZsXEsc=axNOqt(;u2&AvwIE8}jdZ z*4R=XF#Of_$G_un*ZDh$Vf0Ldf?2KS;JfPYZQ3|pSHpX#$>nDDWjVhO5s96jy~8Odwk44W*kvMh$YZ9mBO1C&V!p;CPk zRe%H0ces-;f*9$p>B?zqGCKs@Ksv=jL4!?{uo&p`o8LtYcShN3H2)}Ke4xIl)qQ-$ zwGY2$kvWKtq6FeM4wnPoCz3~9^v?A*<;3Y8nb+Bh)L*Qyr~t3=$lOJ~Df zv#1Xb4BVA)GGmB*NJD}wrC>zp?(n+_LAwsrd}-ro%0F$>()=nHuBiEBHEJBj>h~s& z;K_SC{aWRVi$rAMR)NlrHZqrFC}R z`@Vl}_txZh?%eRk%3rzj&t1?1mQ82C?rK^Tc%j=!WH5q@-ZUhqKxs)m+_haHJLM8;Nh)VQ$dY(tQA~b z`vj}c7;PvOZEPNG8W?S!6K&ZZZ9N-pdlGHO7~>!ngEEhC4vcXfkSfQ=g!%+m@u0K$ zq=(B@%_p7jf@s47AX{ZhBR)!*JQ4sp^|=FTm^y@XS=jAB_=gLmaLH(dkZI=~cyUj| z)zCP*iz&^O1{jo@Cad7YOQmG{^-E%zy`zJ}(=>%keBiV${Rc3Jy-anb?Xlzir{yAV zmvC3f7)^OOkpU1=39n8gFN>H2S%5+Hl(bj_-wYNS1cYHKZex)s%O&;}lzic&R&+a% zjZ2}ei9O4ReSaC+?igFIuJkcV!-orO0I}+VaF8e`Iu$De;BfXmOi)!UZ-kO=8XZ=E zo8mHTx0LI(d9qL%vW?CKk&|R#%(+wIxLZ%WFEbL4I_!32v5uIwI zLbnMN3+1JK%I|_$qU%5@BVIwfmW{c1Qz*eW5gJ>aY3*%bGEIl-6|wZ_ndCDu%wZFY z2Y<3BjG7sgs@DN!T+xCIrkF_6yynGI_Qnc`#Rtcw8hwWiK)4ef*r`eJOaPU8M=>7N z&~z;SW;2}tG~1I1$azQ@rCc)< z_JWNC=+jIJIN;2H?r;WLTW(9HiGI0E{Q|0bDY_U42YzT_ZqL1KJ;!!UMM;p7<^fIx z?#CHFmwsFxpVY6PRGhuuA3qK%G6N;>p`3IFVTA62^o<}@zQkP#4f#DL;CdE%JYJ^* z_9f09yIwFA1d#7F?+>E+r4HMsf?sp44qxP_k?o2E?vgXcJgK!s6W@x=YZUf*P z)$**C^s!bU%@~pXY}5O+5jS0;!e1BFbMRd;%|QDzI}h>6w7%sOkkFLfuk+)smsnl> zLam`I8AH*r~kU z34I&pE(Z9qoXK>IAj1&%%x?!WHgAMp*k(j*lW~%LQF1B5*{HJ7L`d40oFSrwqSR;8 zyeke{&*gQh*B9Q?wN8}ee*nRM+t0`?tJ>j;KU|#dQ7hQx+V{m{xFHl8jbUn8}u{cQ**adu{B4IEleb|=UGx`(&Ul- z+DB&yIcw`z4(0-!WPsbaMe5u>BA{zH0Bxsg04|839tdXZn>*Kxt<)dd&sei4`;p(D zdY7^}q5`qVBR!Or(A#W#O`CdsfVfiyIRTI3RXe@;GO0IgQ`6iy5E-B(`m3VXoO*d0N!+k?U zM}oklTy`bSV9hr?n$>EK5hf=-RB}0_SoPZ)Q^w`dyd9<)`p<#N6xUPlvjaF#J?re) zJMQ7SwA89z{JOP-anDGkpQY+i=Ny2-wLp(IlM6J}BT&+MUjSEYW6`g=!bU6J9#s^w z_!`RR5Zyj&%wc8zPO+pf>v69b?l%9y_&tCB@CwKUNvW!>q-)mpwv2~g$H{-pRmZ}c z=5=3x(4DU?ubQ{1)hg%#^igd!aTm-nKlmZHy)g8A+w!9~=#az1;YPy=74x-*5{`T5 z?N&r-+!AME-sstp3@E82(8F2gWA{Pdo#(7~q*U7%jF`|H%^hi% zo!=>M^EMA~arCB|Fy(}y7n6mGwTyzLafpixoW+n%CnhiAskJqr%^-$b!NwE5qbm76 zqp|_`s02AKVE~>HWUM{m6^# zBe|mFE499yXG@I>FRcd0GhzG{*3^1HNA1rczj6^Pf8Z1CZ+z1Q1xMW;J+Db%?(!4Dq{m*^F2v|))slVzPhs3PshBU0Dnm0fmb`25A z=GaR{Y{(p}W;<4U7OVTeC#hM-1c{iJ_ATP*#Y`z>Urhy(FCq$Btsv$BsC@8>ui7VDh2r5Vtt${iK6r=0GQDeUc8qI2S5nYz*e5VkD!(fR& zDn*7oCHwO(JBQBaA0NIA}@O=x4)*#OHh&R8-Q(_%b1$tOw8b16-X;&oCZkuYP6FP zFXxqsSdq)tHilXnfMnJn$O~7E?pau+AIH!Eh6RwK90Zu&_e4rV?fSG!=x&Kp@Kpj8 z=>4*IF@btf=Jh$5)*!_FJ^|};71==}oo@4&cq<&ScA%m8mwh-*2a{`17N(6^08Hc6 zsAlU3@-cJLh3kH5H)jAaznlbQ9^}w>CqG0bu^-0BM5&)0Y8{nxxt&6m1(L0dbPrxB zn?g-kcwrzUy&Dh0Dfc#a3;Tvso}_P1Gl6Jp@>0uZGULK%tTm>m{UPKdr$6`EP&IDU29Q#<573P6%h4O$S^$jTPPiaW46Nm&? zSmP6GQ3e;KW4x9}>tBIqs)1q#*#XJ{BNipqVvKmaq0khRSUGnAXYhiS*4!WVu&p3x zDzEb>zP36IoF~OjBi%?EFG0-o8vHOSms>X&Ho}7rxd;PND7Ho2?58Mo5=(ftSRUg| z6DJKT0;!r4XSrhZZH(B*O~h@!!~80v94rBI=9P@as@g*yD}&lM<6$F?x4rXZPNi&w zYfPQ)z#<~bm6;E+?opbWM%hLWs0PMcJ*klS5M`cuCx#M0{V#70|F6cQ{ys>to;t4I zB7XTdM*Ww>C_pRfWGvxoozx=k>hi=ggHC@84)z!jy>7xYc>v3YkP-2gc4v{0*xk&yfHQp0`X4jhNqcj~0U zvQ#P!N}vwS3l&RUzCk>*Lc@TLO*|wXF*&v=q6x{=j+JV7R{&DG$(TslmOH5e;`?6$6MU-eL869ufe) zM;8mS*6dG7PJ^zyMZH1AJ8Sfb3;XP5gj#y-)J8VRn{TvQm3CWY-mKkT z*eJw$K91O?@A5XUd`24!6}ko^uxyW&Anfo(N}4nL05ePHu-D9*UjBqma8 zT8~YP_D!(I6O5HMN9i)TwaHMUw*+%4V_ksk2Tw^?A=df+lUFS>2FsYE=lom+-0FSu zzW3he&h6){^{}%C7U&Td(=)76fAHArx{)8p`VOP4=B)Ef{W*_@!|^bApPKhAO1qct z{?B`An(jDFaaU?LTlYmUx(@4TKg*A5$Gaq#)NhmQU4PE! z!^%LL$V2yAY~ubVy_!Pkt1=N6qg3)bx?kbRuFsQFD{~lmQ|H~ zkvrJK2cQ0Ga*Q*R6#b--vJtNYhWAoNrkedXgf1ih1}{qn7@WOPEIO z?|rJDN)#)Sxb(HP7kdLIvG){)LN={og%eM$og+tY^atv3&F;QF!YNP`X7#d31Ab{m z2FyOYi^&;Di5Cla|7=q)BY!(dKC07al%U7xdsir}=#PP_yJk7whB2b|zx`;=o6KR_ z!?<>5%k2e;9&1PoaR0!t7czv*Lhp^mdVhq2>QhwP5%^9i(z%?zG3a&&JqBA^rPfBKBp| zke<4?g$K98}c_-G(W= zGC@2NaeRpTrg6-rNKa=4r&j`J#rn84PJ|d60}nOzafp(yl6SPDdxM-1F!me>V{_3D zk5ve_4^|=paUaVU#(AwQI0r~+h~?Nr#^G#P)L-~r4{3eGh_tPj=rq#I*#+2Q1c2;L zO05CXD|@&ADVGm{u5?_=`82T&mtm+D`2#rT$~q_BBw!B3e%S%q%f+S;?X&pq=AIM{ zz(k*L;uGYL6eE(qb{Vz-k>zXDH8eJESckCpu_R`=ocPAuH8N-s$q4reY%j;t;D9r< z5^{Swnd``!(jfUhT@F*FQAb4`kZEBC-5Hmt5=nX)!BCBg1aZR|J{*PbhG~E(Bvi1- z+p8+1DshOY*f;40T1I9p8hCeJ&cjwTWKZwQtKh3g)JX%-)@T$l1)n8`gL(x(k4e!C z0nC`pweBL8k6DIt1CZh}Cc(Iae zl96Y6E;kxXVA2e%cyHU4VsaFRXx~^eu6zNvk?XvlOH(8%AuCIZ?WhNhh?QuLLT8(Wlx3 zhAmV%Su;HVy=Qu=F5^-TWm&Rzq@)R+<~Bcw9k}Sgn6m#g5zjWU-~ntp<#iref&B6ipa?qEQ9CCLL7hn z$zr19&dE}$n#k#LhMDK-N{&nY>1uw!>62Sdp{!vTV<@jjGD}v(4JJowKh`UjNzT zc>0Nm2b{e{_Gv^`wRO@~Hr$u=vHtGB&Aug~w~|GsyVgk2=eru*OiR?F^!~Ucek8sv)Y$qfG@T1$%8@ijYH>Po%Y-FBoqB2(i*&oa~J)dAh6{ zZskyP+*pY}6!UUQUP#mVq9#a2R&MMvp7`>Xt72fwh(8nJ%U;}Z=B4}J?mgPm{KZX7 zKb*fJyG8ruWXnORSc+O_gd(9yi9jv&-tAv&3_{WH-O@yWY|7k!X=)SwV#i7`?Z-PC*A#-n&GRppE$` zP%0&O%RZ?g#rHhBv}JcC+HmVF_{wR1rkFQw`0F@NU!!ahiMXl?D}bI&TF$WC2bK{! zN)eJ?5|cS5^lom}Z%j(2JZSCaurIGL3%C>{pqpbvQHrcxjp$+da7;|+5_!#dQE*h;dPkh{X!Lk??)nN1#1nd zn?SaDVbQV(3xU0z#qRuoYz5l++_|2?h{RddiFnoQw*A6T zNzpdCJWsmb(?-o^<6d^u8$VMUm;KwHh99YE@p7KNu*8$k_-Hy0mPeVrQfknD+{HDn z+0Yu44dul}XIFc{ciWVI7B>t3dWECSR2OYh`u0>Q9cRkjl=~5kdBterMM%7ZXSCG0 z^-Tjmaaj-*rR^26v$YO#yozwUr$K0?zSn@_Mcaxw1Pzl*mmxFrdJCctZk}wTb3@vk zb{3>~`@en;p(j@+dCjAs|M5m%^1dCU4G-Jg)_!h#^1POBZ>;evOVyhHjJseOTI#fc z?=iljY}Pvz>A%MAQ391uuemwSaySZ=&5%d>Oo0G*4_Z4j{Mse`vgYK@Igj1VABL<+#@6PvdwVj|XqW|%74GSLsEO?N zAQVgW@gDC+Vm|WUN>_ho{wj5p{VsJ_ z1tI@Y>aa|BtiV%DM8P($&+zVkSy`T|$+%Hcu2w`ptho6@A8JX15i5h0sAjmAF>%y6 zss95?$blN2dykz_e#Nx#Y&>9#=UmNOg(?q&MJy+b+5}1Yp4$sm8q{Q&)%zF^eoVA@ zmd~=fM8ZQ5+7daJoo1en_zjN$eyXuXYePI7Qw&3GIIzc?Qskq7ys>WT@FHmqAnb+ zsmfbK>YN(HVHJj9Hr7hdl?)lxk#S9)1Q|7n@ zLm7aZHe6N}spOp|$3$&IKlz-PyTg~Z+}~!HF=a|XTP5b6NHL3X zE4+k{uH%(lc(=m9l;+7557R70`5usXddN{@GRs~vd560qp;%TQCH&%*WD3TDSS3kf zRSOz}7a}sri_myeF1F(2(HUX%i4^_4DM`)3sW+Og?a)StRQ>5fJnsT1f!=gL!VQ`W zczSVOqlJpmJ5BKg+$c+;>`OE5u&Rb?Xza1twJ6^~G2~=OB9G9a_F_(_%newDiYeuF zl~f@dL+P~M^tfF6Y9?2NDO+D6yclt|z^_C{zYfV^EjDfS&!jk|X>B*RSyG;kxp+8g z{;@pcl4F`^KRz9&Q(v6t(`MC@)~!!OjK8~}TnLs)>DK=_Wu8EPt1k#p zby*&{XLAX!_R5)I7zbd5!7Th7Aq{f3d&2K4=g$yKbG(?eN~>}{F|pJI7I2TV+cYS{ zGWl3f)hP^EDR^AAcr4=Dgcs1FOM`jJKzTKjxQ$b-6jeIfxYVd->vg;$V{ZI&N5#b@ z12KFcjh|TwHtthqMof4z5A}F+@dA1>M9)L{9W~-T-rnEAzz~^pGKDLyCqPRfvQ?xAvKZl(13!7 zpa;rHkAPM6T&B(TR(pvl{^V%BK&mTus?xoHkm$>zFjd+rPW+N3W+s+UA(rve5uaUM ziI_C{sh+Nbk-f2)1{S+V1gc!8Ry$w(%~m!peQmVMD#lr$xCX|P_GQddtPY0b)E@dj~5wzTMkc@okft<72Ax0;nK zv*yWx9|Pi1Go|l!O5g~llwLhv9%bo?_|LSr;u-(L$1-y2e~QxEy$ny}REgJaPx~FE zzjBx47N^ob+glX>5~Zh8`ZG#T9Uf%x|1?TZ%#1YA@Y^sPwWnaXR!3LkR$}~_`PtwT z(Er}vy7IpmBbFfgw}-j@*T*tqo)ds=^d}6p2OWI|3)~bSK!fF=3TJ_T4QftvlSx}) zM?_Fe{T-!$REMgK;je0X`nY5`$sq@;IAS}~` z_j&!8-8q=d>Rhq@`ITCNs;n8EY%@0x-a_BGLvl*yt?}J5$6E)ZN>_w2s?tBSGptqk z>kcQhCASYJ_0@!rri{%zj;76B>W*ft1GbOe*~JQfpG9SRe4lfzto#1n{Ws#>eJy`C3LJBj&wKQB@mpvMG{8nMPC!d=@xgsTd z*>41;S2c{-E$t%eY|jpouJDyCHK`DwdK&jcyi~~IMxfu^;=}wf02$S%OYJ~()*`$8 zH>u61YS>>pX|m)eFU-V_pYR3FzOvCa&4v-hZKw>hWp4I6 z%@tkr>@O`M;6+O^6HLTN0dcGIqC@qlx;5>+sG3HbtDv%s2=8&w<;!e4o0Vd#(mF~A zjnCRNr_xG8wSn#y*QnX#IAWpM9{=7My&Sw2t$TXgNwZJ)ZAB72Bt9_ zS$yFGb&wZ7wYAB%)dVgsS2PdYONTahJw`Sy&$Xt7kWnTz7LXiO z>;grqk9s)gF@!iu))Dt#qJi>Z>GXwz92Legw-nV#T!!kc~EajL&4qZ^Q)$aC)F1j)rRR=^szm{zrUXbIr*l1H_PNB$JB68)*7Il8f3zIO`4 zP7~a`CP0;5M*O}XNdd7kf0Vw8KH38iQWlYD-L4_ODDM&kFmMr(w`4yDZ=!Lv=4XaA z`T^pZ!oauaDat|4T3fH!iCn&{PN|-)mRbQcZr$k7m2vn4tU#1m|NQ-iRt3DtAzthA z)u45#)-V1dZBVkxp^Aob-e`c9j?S+g^{(rtSEJ&m-GCMn1K$X$60#vdh1z%3dLH6x zaUCjae)l{0*wMm}j^`ziz4bI}WDB=HX6sUB;A{OP(I&=T8>Y_#eH_lsZAu|ahEIB` zN^O$-`%Br3!Hj_E1#hJ{&nb7eEa_!sy!?bQlx%M(4S!mA6@K>b-qA-Lie0mD(9L=P+Zmh}EaC^DCu~SDNwSwzoYWw|yR% z^6x%Up5Ji~Skx*3JnsBpeg0*r$~ccC-M(~DCBHpKL^h6~Q`1zf#OF{tbeRh6S;2&q z4nP2AzM=Pghfq9u&bOLqa|1KC$H>3-#(u#!1a9Y%Y7N*|dmQ^>SgnK(+#&2%I^(aS ztcUOLZyG*0oBGEv*Z&-)|M%Nl|5JAHkGq-LgiXm~V<{W@c!NG}QwI&JdMFfPvW50h zUPM29V-d%=dvBSjtsSpD7Zb1Vov!5G(;evf`kb{A9A~bx(FP~^R1`B= z{)Ks8Fu1vdGde;mM}%OI>^*<4smmR4G4sX1Hkx=b^Hr`YLzS6w*LZ-n1DAis9dBr; zVEu5TS1#Wt5l#1zv8LJm%V)50(z_;19M>ap6)*kbnwnQ%V9Px@cy(;>K1aD)|EC|e z>B)sgWh@Of_8t=(2_J0_BHk`b5*%pdourQuY_8lRxs34EsO(t(O&2we^Jf<;U*Vv0 zgYC`K^S?%py$KUbhS9x$j2z>Bxb)Qc?F?x2{a*RPcF^^gWf_NQREO=Cy=iK~CQITb zQt#9M7&xg+k^N>`$$Iod4jt;Oc5yeeb`qK0jcv~VeK$h|>k9wUQhQf1gZ>~2cDe(3 zD=JCo(#>Ff-B4h*W$@`3ps?Ag@2X}4o&sEb6*9EDQmlV!66>HBx=d~2I+z{wR*lP` zSOLGt2}tusl<5=c-5_6X^)<-H9WBylm z(H5c-OwQQchVAP0y!fS|EE9`lR985ZXm1FBE-A4SOz5Pppf2jgKJd8qCKp7NQ6`!F z9gy6431s!qPskr=j+DD(?7Ho!R8gvw?2NWEmX1AvtYj((&-kn!NHK$`$GyXKn>56@ zBmyM4=a&-N@Hojy-x_tOU6eE+LcPL1(Rt6PeHJWOp%hLpThx-+wSN1PDow15_iU5N zgBh5SA5A#F_Lpgq>-PGI4mM}SHt#Z}=hjhI5sLY}P8Sz6BR)lv*Ek8RuH2sXuz>%V zD?MOBuOyn|u4(GgzRL&31W96rvbdX>eBf)Xip+~zbluJwWNG#hCj5KIT`qX(3WSO_ zzUM&x$Tzg;kXDgSLMrBVps{0UcPd1MQ;o2!JR^n1=Rk{T;UXsLKx87|RN0w^Nj->N zsW)8_&k-P*lJ4wOx~6=w-lEL}RcMuiO{M%=#}^apd=(JItfmcOe4E=|<1a;co4Q|bHUIgebp|DW_wqirD$NM zXT+*^lx}5I(50@MuztJUu<%-0WohrbqfRE%tOm2 zeTVO|C(_XLm13GR-JA_W^8-)lW~zlzS(2))JX0KVgH&>Rv^;SfHCOf$DE)FejPupQ z&i3MKt@aN6;1g77Ra)+8RE3T=%?ekAGDL@A6Uvg|+9^=<%#8iLk+=>odbEf78rEyX z2zG0z!rq{$6`Q7`S)nXoUv<4Pr_=YYF5W6o6Oy)GzKX44cY+PZNqnDH>S;yUsXn|n z0R89c;s4zW#J{2H|MUX!Z>V}>q*8Vd#fA7XLavle(SMxdSQF`lkAI$rtqt4W9{@ZP z%FXgZ{QnKAG_E|9TJ*Uvt(IawJUbb~Yt>z>9a}Y@tlIxhV*G}x#S5tF)OIECJFFJK z>pQga-_$hs=X#BFF19bs)2!AT{p@%p&!ogQRr|>1)Pe8U@s|3~)7UfJCypaoTgsxp zp=xmId^7n1s*W2Rbqd0PdVB?weNBFHv$`Dtz5>_p zC6Hg<=6}AqP{!5Ml!m!)_TZQFXqeDx(Nr0Tjp%2YKoNwFjNqZxNrt2f5w}+-RU=V2 z9)FCj9n@C4EI>V*k3bZU+mF6azcrTIi=^2q`Y9JFlO=rP9yM!n{Xjr>rOk*x+0;B! zvA?2t9$!S-pl!n2MTJTPU*fG^`xjY}v_H^$&Mlye>Y@0pft*{INBE-t)q&QVjRZ*_;4>);I5CLD#!y8FkcHP9%rOQ^iFYh%8 zf5#J5X`f`Y_|)?7HzhOi0CBoI*G?;q)=#BPeSCrw9}FJEk-^5bd%>4A!Rwy;vRuyK z2pX(GA8RgMEF&K`^LZ{ody4f}AGD%D4!ko@0n0STrvkLWdo#8^TE1Eb8A5_$aFLuUrs>oln)w9y7XHu;qs-V2ojjXr{T19=aHzw7%p zyAL;SP$%)yhSGhqxuNzbPl}gk1n_={21SWjRBrF}3BOwI2i#6UXqX`T zX1jLOg6;CzsAA8RM^X?w@~+svO}<;kQ;xNl1_kg{-~Aj^{B9VyT`nrwch+u6Azl1 z=F@9Mb|iUuWtxS%2c4!*JA?{#J?hXGG( zbn5-d=0Bob-U`s}e~S`z7F4Ky-3R)XL$Dtwnx*&g5@Ai1X0`JDUv}z~d5%Wxi@C)^AsrPT%?;nUtv>3S1;VZ-b z(7O^jKXhM>XOYENwNRRi>>XEaO)me7-c`~Xh7PFi45(Wysorg7!`?hiM@jhsE1uEl zBW0dWUGRJgUginc>304ut00l+Izv*>FEXaeRr3(xVu_z_+ z@31m6x`{<~`AIE-@%wv|uDV9z*PRo^48Rm+@(EmF`l{x-D~>j_Cj4ST3nkHIi_|o| zuBH_h9V*E!(Mbtp5-O`Mi~+JV{Ps9L!^|9**^%&$0h2;^vR!&2F}F@pH{aL*bZlL* z*j(O>PR)eJkR>*?C(3*Gm91NeLaYSzNd}#rS_ly_{0bV^04zpy;4HkRih;iaa&#dRdSFV;V_-Rm zK79@K;?}lVl4BNs@R&raUD+zo833S3sXK*s5l1&xt1BF2<6Pr2XkhducKsH{NzOb1 z{_+FlY1?ZtaB_!`4W|BH`bU$6I~F>)6JV+uYz>~B@AFWGIKu?Rvuk4Ua1PBV$@r6- zWeyFwm3~`*KCv)2j-M-`6kIH2EZa<>_jE%6X_~}R2ADB25|5W~*$uNM*a0lpZ!@d6IzCD`A%eWQPtMSX-r^`o=By}~}kO_tm zc%+4fUa`voPQmK^{nCMq(GmnGKDT1FLJ5zwA}+cK6SE}7IlqtV(#Tl^-c*Cy8aI`i zHvvK!D2q&&Qe8ndNEry8`OZ$1yd*C6KeCqmS61+EhWeYKEXT7rwQv7dv$+0bC|Odb zzZk0NsQF?o*>ij`KUVl9(Zks5GSdl5&Sx9##XpPU@&d?CSKUp1b&fE*jdX0szsU&E z${iJf>1lwc@kCQ_;gI*49Lu&^6#@P-Ut^s`p4YyZd=`j`Agy@1QR|lfJT9Uo<9zzE z1a=2CA^qtrZz*hhY9C-o7q;1+by38aqrK6g6|XimW;Oj_u2F80z0%k{$f&#MJBo&O z&nfBBm0K?pvS`vq%Tv%V+=^!E9k>^}$>Hn`20sl!CDa!Tbv~JbP-f(^Fu2aY&;2k& zSu*Wy#%pBb1ltU!02@V*zD((lPum1dhL@E9FNg6618m&uXXHQw5b2@1v-m67H$T^G zNfJ2-k$mkkdIwe)hn~1)KYu-(PKA+dr0?}j87*0 zoT!X0?kyuB7C2#d6;A8BFnTMXi-yw2E>)~}-8{SVy+sng8JIFm0y0?M;>1_?W7J`U zQSBiqpCii#msf_kkc%H#m=;~ZGa2PVAFy6Xc`p-T7sNS+i;)D3C-;w3$zCzk0Sn^n zb`i($@_UA9S(Bg6W}q!&1CLSwtRND%D%LgCfjq_~D$?>o|V7F;cQb z8jQ>RU%p*XajLjlZ*s_uRD#x5D%A{z4gTS{N$T7jWZ>2|NC@0XhB)D2z@-Bz z*R#a5ozqb;DIL?T@B0aWL>mH$B_xK2H1r3n{^Z@pzKUnbWk)o_2v(O0TO@U0H(ZA^ zO8Q}Z0Z$-F{Fu%d8XA#PCC!KCS67LB8#~rybm!wLqZQ5QK2yp)q9nGh{O|of%xkK9 z%Pw-&B}Sw((9kE<>%uoFji!V~5c9<7TiKghA3u8K=>1qXB%#w{oWuJhNYfdVW<42r zvZV^xDv!&FFJE`3OGyQ5T3%+VY3%lo$Ycb^S<-2mR+f> zvzeS!+fj4d^Jnkn74mT`{6LRd=m2uVZ)QQbH@@2#U<(yHb1NezQKW&zq|fyr`S+mnvLr;)0KS^t{ zt#JIuTJrz(Vd~%71C!iu-hc4xq+P2FIZ(Fro2)LTm-l?e-WrR68f!(W>Lry6dq#hU zGrpq|dq~+oU4%0}XEe1d|01|5c9YUD$8Wlv zbt(18IczR2kn%&04 z_HVNC*e|(QVb-~BtnyC#H(4ckvz+X;G+&Sv`lQQjKKHs#j>>x4?0swF~52ii9Lc@FYlZNN{(np+zdVdvKSarL7eP znmO~+ynn;qYwdOI>%Q+N@%}}R{Tu#+MsMC>2i#;1{$+PCk~sg@?%+6a=@raBX862j z3~+eIKjqgnJI!edkmqwyPZ7E6;OF!Q=c589GLaAKr4rDbcOXHAJ7U~pA=|fkVh*8` zX2Gw=c(-o{lJM$!v&7e@foFK-$op&hYR(eZU*j2%s#r*PRSZ4DEBQ>$;jsJgE)Jds zLke&1-!6t7Wc*9>-W1fn;$3`NqzlYleoNC_Qym`0Pp{A(OD%V5q>SC9N)O+;9cFl> zLc*)>Zaduc~zyGUp;C2Vvr$NCO3+aU$*=u+d zLjaXP3nj4P-h{~aaZf$0^b2O0f=+w?eM}$~TqgqyQG?mwb%lW9?m~$OX8WIH%6l2s z8b0y?Ju3ZyCfj?=h;BA|S!b#Yqf6QD=3wie87$infUH0g6fAzfPy0n9`-`y@3aZrn zK)djCM;0E6^NHDk(qO3jwgkM zIo{XT02<$Aj_k^?9A1SrI>)a#go^^18Rel+VQB!r_;oa(=NOt<0emo-yc5Cqk%E(y z>olqaP`WC7?t~3Zpw#E2zU-$rXi2LTrE$~gh+@)re(}9&4-J9U{${G)PZct zdvVTav}Gt8EyA}~oukl}m=ZVBq(67N8z z@gz{ox`Lx(Jh`SRnJPX4 z7WFBl0qZ3!;}{lkoL$P)@d8Q&u?CBRbMFOWIYox(;41*Pjkc1}0cZ6w(w9D-X`TIz zG{>)WEh~ALHcpjD2O}TURe@*bIF`v;co@jT4`Uocyj?ap%3aCQZn7%AY=vFQLU0Nc z$!S`ZbP;MAFybxlqR*VN2b3)>*}jP=$-ygwM_IX@N!w9b7T_?~wo+B7E{i9onZtQA z4gjoF7V1Ela+T$}!c z(715B67Mj+4}C>s{C@5WGjQYalEjhJP3hcH5YgV3iG2N0unMZ^UOX)VKT{n`?6Uhw zeOy(XsmSZe0S?0StsUq`eSnt4A%Oy`tTL~sybI>?zE5m1wg~mXn zh0^t%2xvhM)*w8zv}7#8u`t~8d^#;s?nb^+!rU4)6PGj+g0D=ozb9u#?7TrfdY`?{ zRo;cVZF7^~v)dz9_lm2oOK>Du@xvhNFlFW%14I00Ou8xcI_J;;A?Q)0BTB^GpmH@i z7b{jo1GN}Vq`#%dw*#D_mcCNeEG1I|8T znY`8?EfPpVV(hAx#X~}wUz~H@j71-PxfRHte>=mn6V%n{At-1d zN8CUZ8iNf(8av|~euFgVDlJyoc+b4hN^)b4H17wL>H;YY=Rc4WF>ioe%$vrh8>Y2# z{i&Ja?~bgaF}>8=d0gfE$G5bn2>eIQ;vKjViT-{X!P}3$Y|5_PZd9vG0z@Z=7zuwu zb$oj-iMU5;M>faa&*3>;DU*(Ijy`JTe-`84a@W=4YdIN6LI% z`3VFZ{`AE;rdCx53s6uc;zLjF>RsK9GRJ0$^ zt+&|hxyF&uF=uJ^smAq>sp3zCh-~Ky#FpUTvY%r}GOmE!#miU%uS56g5h)q@U*W z{Fa2fbU{r1&?ETnZN>F*WRs3)_-3v>)wUwpwM8$DWY^aA|5ncW=iOy5C(_h=`I)sj_A5z8fvjeiZX}dBqGz!285)PW6ceikd(L$sX))_mhNF|$hBt2;=FM%U)xq4j z6Dir}K~DskVnJK|Z1B|ub`dTq;AiB%ySf@Zh1u{!X3>~mAvsFy?;J0W>l5ePr47B? z-u^ab3WmTnZv<-@pt2cFMnczfS+z!Q2s5gXsqrOqw_Wn z(i>XzAcK8LZ?{>uw~xd-Pp6P<*4$mk$bq8EBAU67OIDQA4s$B$LJ59D;DtMK58c zI(*1kQ0eBL)!nKI8oDA;Oh2$PJ?f^7TB1u$>_?LQ7KA9EV6hR zzSQVw@KlK*+~omU6&K(-i&ideVgcc$Hdyd73p`7{rUy7q;V?X+$$+a&+s+Bqr|Hs2 zkel*zi!E2s3vk`6hGFQ`IbfU;EH*nC{7YaR7ZPV-6RaQ-0nYJyUGAexLQFEI0c#R| z4mK~$5$zcn6Jd6yaa?yP6+JBU78-M8%Q>xBatOQXF+z|D0X{wvI7c6|l%s7{9Ke~9 z!nRb!|F|FVx50i5NT{Pm4UxQwS zt6gP9P^@|Cf!!+i6qKF$X%4Y~vE19P04bRI>zdR~PF@DJ!am|G^vznHAwPDk1$Gl) z&yfqK_23`qVO$*-D-V+5FLisue7p7uUX3|LVj3~TpIc3aTPF1m(u#B_bnN{sw`dCl zJ-}Ro)-!R2w+RZp?wYVklNOAq8bRz6MH1oJW7P&UYVL5Y3q6nKqTuJ?jdq%Vj-nGWT@jBMe!agt7@NdrgUyZx}U9`$^C~YZl zjY}6zueo1l&UoL8j+jwdafjZmIQAANIx9(PGN|mXh~uPD_5aVDH68tMPE}I5dGQ)V z3I9)@^_6rH>f9+=qT~y?8`V|Gm*2O>RR_6M+$@q`YS^f2ST0zoZzX*fU?H1E_a!V1 zsH?lbj5k;5$%oXJf3{e!|HE0Py!-QMRBSoABYQj!_8^Vb(+$%-zfiIgSr(2~f~=mh z)%W|G86i9ms~eIuls7*7de3h6Oea1e_LPTQwUl*Rbnd)f&qroXd>}gH?Rd^Xtp;SD zv~Bm6%kYQp?doF(J(d0OOI~R6S5s?}{9C1VkrON279#pEo*=&EP+4ffRe|V4E^b%q zYRC^dXa6Og_;bX~`BcIc1J5>vLYkV&;>}-u;9Vx(BVAmUQ1312+@LGxtOC+0%OayU zJ3qN;^j*FjcTsvy%y!?DqL<)NB^&^Z2Uxiy&iN$YdyXHV>8R>m4b=}3@=hs5?-tL? zSA=2aO6w?(TUU?klL&cpzj&%MhDvtAoC|Vzh)vyg!a^rw&l%Sz-;<>8Qj9M+KZi1kBAMK*x|1(vcIL;rSH+wgD(9&>6ertWzEcdY z7<+I0x~JPYXsRHunU4c7>MtUqZ}dfy2CQ6RpD4@TmvN~8KcVNJ4SzS`t3{-wCDDrs`kjEH>jH>Ril3EH%(;7`Y4F;goXgH* z=_nb>ywdg(*>|$cANOy0_IiC1AJEbaGfj43O#aH;-}0(=MCm^SbN{B1mCSs<1r||7W z0<8sde^Itqc4#Q>Vp6Q<9?-ppg2 zq=$qbEz;z}W;6#ju%*_{$?+?=Z`|KG!Si( zZeHxr)EG7Tea$d~0e$CtpH%!_ zmG6J?OxAxWTK&&_);~Gx`0dj_YKs&a#K{k~R?b#1Tawh)+@p~p^i(}bZOw0z)K;Tf zM&fZ~Vp?nG8#CTK21OEQ^`CK8)W2{ROI_(-ob}%ESX`W1Dc(4@ zY>yu05e(y_<=&XE`ti;QuOKXRhW??p2I(v(jHYtN43$7f)tYvrR%@^OwiLDx;D@3 zUlJ$h=14hv(RPa+Fa7S?#+y>ci1)X*)dDI}`lAlx+7IcX`nNoTwu9$Sgml)Rt}N4Xe#I;A!*? zQU_}<`rj6<{^y*P6C2+eYrV(YLhQZq^biCz0 z?zn57t{eifQ-MK3Dq*}&;wF07Vpz?lGC~cY+)6Cw-EyI{>D-#(i5GW`PUaMS9g~Gu zkd^)DTqiA&NNr9w_NzIsQPELQO|nPHFm$!c;dJh<=itVTO|kj>7`;ZX2Y4a{b-@>OhRt~m0j1U9Ey zK@)SD3`FArgc+YzcX=+BAhV{hbQXdsilB|F*xs)!Dy0XuegNnq}znfU!{-!P@q}%m2Io$J0zSq=IwT>7UdM=DIY?|+H>iXZz zTfDt}PD?0BZa&cKBjb~3iWg^gt7l&~(M*4TURt0YPDT@X!*#XD?l&)qx_)1sX^rb| zb*r#i9GidCSKri|OWG}*FC?r-*J91O}BOSqA>}*=zktG zy8eY;9Q)PnTSZ3?dB22Ajd9znuBI3Wep**~^)lzDgUa_&TXFf!;563(zgI`E#%Z?; z9GUtRodb}luO{flw3@3@(t;;;K^JMc>mEutn0S8cCSI%CEx}DU@{x8>A+zKp9Z_&H!25%YbzrnFgq&^)m ztGs!4A$Tp%F4G%iW1Rk|QV$b6-a#pcj`-I*TM=;cTcqebL-Prazm#3C`WCh=T%g^DSE za3O=^>2dCJQ}(Qyidi{tEdCA8s3+;*<#OtCRZ*lX;^MuJp_)F=R)fy>J=|YR7XSEu zMNg(5xh1s;a^@=PVSAnLdvk&%voj$rml*u|=ht1os^zO#rp&5`l5F{=54kTJsoD!( z-Cpz=xyE%`A+B~kb_eH@!PG2>eQAR;!yxxHEKS0$6d$QhTk$^{7#xh;4~Q}K=;4A1 z7Iy2>y3@1MAwZT{F5V?R2 z6mz6d>LNYSArOhaxU(dur`GLB-+QU7|94J-dvxuj+v_-Pe9g2lm)jo(g^w~H17WQorP4AiL zdj7ct+2f4p4M`c%VJbC@cN3945yNH?%2!y{H0nIf^Mf@S$c$*UC?IRt-#wKA(!bSZ zJ?jkx=L<-`_Z0$boOKaO(E9uLY+w5f^l}#Mz4fbZzJfeE%2n2Lf9-Znt<#^@*45uo z0w>dL{&J^DDN4bw*7Q!6k7{2rj;I9X#on>#-CvIP#U-lTZ6J^U?D-jh84!0XY)_XS zuj!v1HLko=iI=iG?zX#F;TH+#- z7UaXi`2M5|F@Ke}Ab!JYw`54^!VXK4@A~@J5XNrkm8CP^Wk&K{P5w!vT*@2)+%p{i z7{VwGK&2@@iVR1^1lxs&oyo4WGud^AB)jG~bZKviX~qO_2%-aH{x{T>I1`&pJdREM zvtVcib+TW*{_F`W&IFQe4t?2+uoXn-uEyyv%HVtM)Q%Yk#l+J!>)C--_*s;mJMlNL znvi!ZHnISfpn5Vbz8qk98&u}Hw?%EaE*BIY(|{35G(36BU|ggCEORB!(;Vm2AZ^mP4T;re$FVF%T9WxG98Q?l0i*<&Q&pPS+q+WL z7Bpy$U8wyekRrNVJG@+(Dew-M5&=Ci%41HK(!6B0v8OAp&SM0XC>Tq&j!#M`>Ux?iaJ1+o&s-(=tB^^OaC> zH_~~@>{*(aXs<`)W5+L#jKjUNa3EtXsWGu0x@)Y&9UCZ%Q^69nNrv%ljsL44D8@P8 z9qk+nDAKG_5*mP)v~gu-6olleU>7oi1oKNB@**^ffn@HLY#EzDQ1T_*(;y&qo_d~# z{D_B|$_}GO_+@4z6hs96g4u+|uatr;r>F)tHp==%PR&6CaZ%LpS$e)&lf$f&Wdx^c z6*M@+h)0yEblxJ3zrp-Fe-5fVPmJKdP74!9NMYub6yI}RmMyQA$=SvDM#`h(JjxaZ z6u2nMp(w&lLRogiZTmGCsP(GTIxPMPqaZofxduAeFV{Ok;B#QP*-{cr3C1+Qv$Eys z+u-W83a!R2KI?o)PmYEY6QNS1mmuPv-YKC4TEXrCo^&aWSmztWR5<3QmdL=rNat*e z7$<9>)1T#fFTp?LxYcpMicM-Xcf{_!FDo9bo@sG&#bUhK)IVz=KRYScX~)6-?RNa% z8yGI!|V%TFnC^F7Ng zyZ>_kerrWN;zp%!(zDpC+f&ap$o1Y%trblx2Q9~j{I=71_U^aesvzAAo=kLyre&$~ z=Jg+HTP=~ndwLZYf0VYkNp2jf9r0L@)-VW&Z~9>=R*{eUZnT8z#C+Oc`eAA= zI1^3H8z&8Kx^rBc^>+oo;&s#qw{H~EJ~Vw9cd{MBtyXlrZI<-~z8#X=VM?AkgIX+I zjFo#+a4WPwpZdm#%xZfPVDuQe_WH3pby!kpU;yHC5ah1hbIX&FY?V+nK=UGvTmBNjxq#HLExN|xCOC&+6e*O0mw=snRE_`Dr1D9r7pOc?92-er- z(E%e``y+erLhAT=H9NJA8+PuNHS22zWc6P;y(T!~LCeS;@Z3Zn?Uc4}!&kuuNa1%$ z>2)Hhuk_bFi9WvY-1n-rxt)Z>tw8-Sg2nIhH|vitSz9n9GW5w0Zymh#?dmK6Cb<#w z?!Gm=b8w~T2gp%JCSE`K15D8BOnqU*q+tw+Y6c)lRL4M=GV-lobQChO(=Y^)QFi?G zspj20g3f94$bP60X_F&W{nU9u!aq>HY$+|u=s{8w2P>9OW+hMVK<`|pd|JFE)QO+$ z%jP#u`~+Q9AP4^^Ne>amskwEJfdmg7)3_evsf7Fjt7`Svey1Y@8U2t&5>w zcW;1Q6*G1#{_bn;e`OzOlciZC@qr+oUE50Uxzj9^xgnyr*!HUd<}n7W-oIDXVg8AY z;8ghO#(7HKsb`uZTV8}qVj7|vJ)=?Yu74HemR8gUr28}3(2G+f$jvy=yHjq)TF-ED zTg=PUCEm3Zu$k!}_&kypA#iiw)D5Iplu|qNsq!vht%&SXdWHo5+!zOPp3H3Y;Ttda z=&ph02N^<$)5TknS<<#;kjAibzpZmm&75c;5(t^dY+;HGyP?lRz@-`t>mwHUXSjM& zqjL%SI07);xco{E%Z)14f)Br73>0A4)k-35#NED_sGF6CFQr|Q5LzWZC$IaK6fy)} zrg}8&`F0Wcsi~b#;i08#Wa)GJ#b;4@IX&>}dA+A%AhHLP{-c*If35zUym@0QMTyYt zwiwhC_F}?IE|+H`(c@JWt65?JR|{bprv5vE%RBcYcQzoUn7Q`x$3*@mPPCfPcDFcME4G;Sw#hF zmK=V9I!n^G4;1G|zjs`3=jT?c(vo#F>3Tl_jlU3!ROR}s)g|&h=TEEa>>Tpd)#UJa zL8r2rJb$ItJ@PCagtF+55;?QJ$-mSWntHze{ULtFZXrrxSThme3?JclIb=m z|5VcdlS56+*c(Dd%`oBqN)O;(kze5RP9BMg`wvN;D$Ph)h_xwA&|}VLvoVz9z6$=h zuMc7DBN?#e+aYVD6+-WzGx#D4Sb^Nh{}VQ>KMI9)N(%!*AFhP(f_)g-?(P1mc69)C zhmHQg7to3XUw4H5tPq02YLSuRD8HY##jUC&ZL_cJfCEm*g8uV1^&8Ae!!&~T{T17%wI3eB8_JPm-6A%Jdd+wl zhEnc|X^97vxZ+Vz%`r5MGX7aK^A`%k@?L4IFGtY~T*lcnUo+9rTd%^zWJxVvml*@` z_WDIG@rYG%*d01P=O#myFd<}w2D%_3Y)|HJz93~oEc($5yl7GWr7yN!4)zu0{(g=bkifeC$x za~bN&MyY&m*f>JQ(^#8pEH>Og;W#xlARP*usi*2}XVk?hIt!=K3cl2*5+RdzlP+5& zQjyj)yR3;zm4M7W!8@e!K5#d@Dv*P8VvkzOX{yW>>lCxStq3720ES^7Hvnd6;h+eu z%~t=Fai|@q_A3@Nbw~b-T*mEwxO5GWVOi%6(KR2s7yomQk!nxAKbP@2kh$I?gBhD< z&V*>=bgD&@s#l)nZSY1l0I)3b4yz-b42-AKO@j_~fb&!wo0q+#tC31u+#_4 z>U*%dDvdmOq}hQ}teK14l%8Q1!noV;^7|{1BH7wt6`MI+h(KaFs&u?m?7c;HUKiV^ z8n_S46C0Go#;^0n5xd5rwHPNLHKuxg%~EYVq10KCo!P+%U;4bM)FLA1e201kr=dx? zdDvt&whE>`hi5D$>Xq@X`tbKK-fpMb zO1Q+L!mp^Jnx>*gW}NIk>@%%`muW3@cOk0;s*>%RVa;59XpW|N0w1mc#yMBB&*5Kz z^)cQ#ZEd7z^97Iy5h|~Eri<%VcPqyTro&}1*9&_+8ZG1g z-TAJ+5$taS`&)kf7q{L2DZe(V{va4hemxrar~E2vIY$%uxq>9W&Z=F-w!zcH+}6_$ zn)YV7g+|dNtL3KgxAH6EbOiaS5}`@MRh^n{-ic@BN7$Cq}EmkR#Btr|(y zuD`e|v`ijzc#WULUE+QdKviQw3dDiUmf^yOJnVcG1RzimD&zC6=_MGMg02Qq&lE3_ zxQlsAGL)RsoPLfSIO;$hb!;`NYY9@Sh`Q(p03@P__I`>L0ur~|H%iCnpDKO7%Xsf$ zmx-rOVCR5pG>GilECvljeW4N$Dg|)gq!;G9)#es0?Qs6m13|uMw4nH75vK{inAYPs z$t1G`Lwani3fWyLDOlu3Q|)Ta3R+1i4?m16AA8|XVIz}PUkB&6F`e7$-O-=&xp^w6 z(Pg+1K59lMKz_8slWWF&tvjH}=QNz%F7Ki<3xMxBaj#z=H{7Avuo3Vo)7-$kO&Hp^T5&v9$P0=UHl)(M8RP@sQ$FjL@`s2DmqQ&22p1rHWtmH1{RdQUQf)!-kuy_+` z8JT4)P9$rV?|k5%wdDZU>?LtHBHKBd^9^$TN)WqXHV}XlQ3e z8TgM7)@;)Q6?Dn27jUQPY&nYJYan|>&#E!2AVQ+~;NW;orgtoTBm9pSTVtUcj0DV~Ha4VCr|mt=yGSDH9(sZEk(|}f(OcygDES${idOo=BT>a` zQs12&?Mmbcig5YI+U|8w;zjD$xORz47Xrst3)2dqKT_78M>*FGCO<8Z21GU7)+S?0 zedcdn6&m{y3YHWM`lXi|!dIRitNM;uDEr`}*3!o>)6tx9+rE}9H?D96mHK&2j6ZVR z|Is`aFcRXGCH=eK`t703!{nL7`K)5W&q$=NwY9Iuy1ka+X8Ks}ax|&GJVw8>7yXqWm`!Ev1Snf$oS~pCmAv z??lFu%qJgbv7e|%n4PM+?&jZbh|BZVxKsAeokATNCu#FMy}R-(j)py&F2z%M6{zwh z#y^q6mY+H={)!x?l&=E0{)!x4e$bl~Sj*w0Yf$^@_?=47pchJ3rbu}6_e2h9O@oi- z;A~A}+)ZpSyQ@;+Y^TuMn)v$rURvzcIEDB^_K%N#%jLE|wKFbLx*clr;2jIi4~L|* zuTdF()%@`tBD$0J70^s{!C3k{PLhbeE4e=0B>waa>THQC`zcnNesh&yNP zF0YwrhsKB-|9;#3e<{DJ)vk2kSRk%k)>b$2UzSyWWLXE;kO0a!fJjYcrLR z8?~62ls7YXB?!opXsfVFv~G#9I1RbiX8=~0k#n$!&(gT$9WU$4Q5r4|vsG6+shG4gm@eIZW19J#s6VKGFI%GpqPI+sDj_ zTY^m{=5&u)l!&x~A*Hwhf9`Z9(9Wtvmx-YR^lHJp1(&gAH#-avE`K@0Bx^x|oRlNUPw%R-5c zSLRrl+tx1Yjq0A5z(L~{rQu?Njrb)h!vZ-ym5zcBZt@HL@W!2Fi2w-ORAP%M;Bq9B z&W^D%(V0nn6ja$#pbXAGMaZwCSGI`CQSQ>) zA6K=r$p1_WE)drKZI+JmRh;a~wgiVII`KPT)JtphD$EV3X0PPZm7*vRHr|K=w-N+O zk&YgW^yb52y$dRnt)P&sTo;E`(r{Km1BLJBSq>>gv6lt1CbGzAsh}_izlcq^8kCFd zQXPsAJBll|D91KAC64vM!aG$}*Db$L2AMM7vt>!QsUb+MAZWq}q!iGiceb7{IMk>p zN=8q{lZ_1SL^Yc#)2L8Ga4(34^B_2esz`kWrxQB0P`0X8XjL(`%0b5P<~nDD@??I( zdluk+o-aDfpteYC(#d$-qTk%yfx@Ps55+(aQ_gd>aZ=2xEkgC16?n+_v?O9Qu0Mow z9<|1r{N3*QJ7@TJ&hY=>jMhIszloME!nn)QMp zXra16KV2uGOQL=F!MJVvX6)^HZyj=v-$AQoQ7PW|NYV~&K!fi6&~t(AT=}?`Ebrm>E%oDqI1+DVZ2$sN9%yv< zTB8^Yr8mfu0)_x-nw37RQ#p|#VGU`jCBE=@jHU=C=w0Y%Hw2IRB~SgD;@*!??v$B+ zrFW-qY4zkd$p_VM=RzDJg?H7AfrfIF`>`Ran$O>>_L6dj7#*T#;A;knsEB;;V!v4P zN8OvrzRT@-46jyr$O;$z4|IT9l~23EE~G{`#?!X?<#cUuGx}Zyr0(#QtBSpkzB7?; z&r(`hSSGi~_ZTpenbF%$%(>++-C;@W7s8J)-b|(MW-~XWRb#j~64e+F)W4U_D~J&G zeYH?zEX}M&u7UQucw(?gF5eQ1OA}I=D_zZ~Qh1U&mU$_6VZ4AT_r+>oYWHQnD?x0P z=-Nve>CJERVN)QA!@A57kJ!~KQ~1{$k5a?FaldJ=EzH>A>6R zRaO?q?q8Dq2rG*9#HcnoOG{6VE>OgMt_~)+-Rh8Vp za}1-6CI}!#cXr*bx6L^QPs2T;sJ*!dTv3<%F**|b;rWq+e$v5;QRr1c9)H8DCm0=< zdyP6aW7ScFHbhNWJ!1Qs@J^l#CgEyAorH!r_Fya9 z_=|6aMj7|s^HURNM}}4}<{4ru`gwK-YR*l%0S-i#6|=_z)`X(-G45vYCoiAWlQJ3w zRk6E~HLpux#ixrIba8E?*KT0TnZwG;@-#AXT=$e_>n=_@%eU8^z@?hIN_K*Giw}aT zuIjoB_xR9GHZwLAhAJ%|Uh7773*wSCSSoro+^2PjK4_5mPL=hA1K8kHWM0dQMHhvb z=kSXo4yhf+zs$`IKJB){QQ)w6ySO2Xu%V zvKG#3HfTIf5X4CGSX6iUi*CQnyIOKbp-XP7@NvO#kIF z0cLy7>jiWpD*DUGg!$t2!KyCNK}^{l=UHA>IX=`yj;L2wmhK$8gYe;0HGGRT)|o+d z+@?Zt)M&xC-Tmv#jzL&i!Pk(7Prr~uZnR1N)D4$EdKM=>3|u<7?u_#>RYtUmxGUOG zykh6#DSCWg$<$;0_X74o=gneimTNj$ALNDhyoqnxAAp>xyWxYT7k$*1C3U$t)N06g zQ)KbQTU&RO_o#2hwu}P}-r&2a2F2uT^UJqwXFjNmr-xjAyVoJ=1^1A7mm=-wJO25@ zs{|L>vD@5D8j&=w42h9gc*V!OJ39J%12R*56W@S6f;xIS68G^3E%TAwZ5B<>{(EzV z=PtFrrqSOHFHVBIS~Hjy*2pZ^ZOQvq8=Gl9mZd~LtjijbS1=V(5F=3qGLT>Qgu$4^ zK_Bheh~NG0y6@f^d}s}1HqaWB{Jm3oc5`c|Rn2|2IO|77hfoS_1dn=6>Xb$`gK@Gq z7tgApUN?j;A=?-qe|B;!=hQE_7FmmL>AqHKb2~>TgSolBybe-fQ7u1ugAnSlCP`lJ z*k|BWxQIxUi=0pX5kEF`L|Yip`eN<=6(}xx{4NIZkD^!0T8^aSok<#L{8`cKQ{)|) zn|^o-y>5ACaDTvd`n>+Hp>JnJFSN2Zb$$iv+drsF>CASq_WiM4EB~}zpUhDMtf$5t z3&EG;i|iH#u#Vs^>52elgD%aDy@VF?>N`}2!rmFg`x%e+a{ZN5ID9kP?7NDeE}#6d zU5gX7)EDA}wR72%FOtrCLF|4BnO&Jb;@JF?HWbbfp%;?>2Yk(IMv)nj(uN|`XVV(@ zA;BESDzHD(8Wb~nXSNG+X1fain${o-8wNR^O>4}ZO>5|<-KSVpK7%iE57M;8dGoVj z_*N2p0sa1hFX%Md(jihiESz#d(78hLIQz;bHsDP|SmZP>X)4~8N>EWNbk_}7;4JYG z@@HD(U*Id^NQ#<<&EPC&$f()+U$I^0aans9fbirRy`L=wYjLNl9hdEZ}@>R|vLD}eupf*~TH-4H5{1V2@dM*+2*e9-S z5ebFI(3qWs_yvr51IueyC^_=(2dv?ex1qjM;;@!}C{VJDO;vmuHg2TCPL`yH)8B4} zd?|;@s$UkC5sIROpH?J8yV#e=yq^2U>qDjd*qB|Oz$r>KE)evD+2Zvg6%hm+Rgc5r zjJzwQ%uSPIc#F~(4)@6@rq5;YNB;a@1UL_9Q&ye0Y}JFVRx9du$UBY$#B$XOd=R9} z7>U1tk*rEYR{i6CpRx%3=&v)LErm`@}8d0t+*z1vIu2Z-?G`aRXPR@j4XCdo0T)_I;ndFTsA+@lvYFdR-BT(fY#VUB^Pc>MbfnsI6qC48v3LiS<#1HNiri(49WVU5F&?crq zW)?~(Cs>;+^64?qUf0wTkS$wz*Yl;Fq zg_2DKGR9IB_5@B!fqtWddcqekJlz!xGwd@z` z7FPT|)t6Y(Z?8k1ZEKum4c9*!T$$T=Y$mR{3J{niWep3zpDC}cmR?YB##cAN=4oH$GNnsDBhFKg7T= z+xUWl+W|XLeVy%NFpnSW)f>4G|GTcT;k*ydPG) zj2hM2D8S5BE~Qed*RRDC$a40dyd8LLMLh;0?i3rZOBW{NzTGX(of)y6O~0cr7*TY` zs3?+sI7fHagQ5XkWbFB-a<1F&jj_W-s`*1E5R3Qa>qh(Es&r$_4GY(GuKY;kZ0^Z~ zW!8WnBe%Sa~z4sDPH`Jn1lG?zlq-HjWxaGuBuH$igO66*#Wz@D>^*CVe8k z2FLyLQOk86YYz-Ry{}&vNR3*{Pu}Jb>-?12oQa7T*0AbSzD9ISZ4O=PJ+9;TjTDY;0X|e;1Jy7xRc#+~qmRxAo@B3AexBDw{x>-y=MuO-#^lc-DGy@}g#p=f2k*iOL9aPtY@_*#(fArRPg&I(Hp zq-*ztDFN2cSZxy@qfm|rrDI-phJ$@smUtSzfMC0*GH}5oiv13@P|E6SFsWRvs-;kENGxUck>^K413Sb>0&Ce$w49*4|H-dnU{U z$0bi1`g3Pk<{@&YkU#P-7XFiY$;l~`hO{V#bX{;cV|W__0KNSo_dNXX6!PCMIPjG~ zJZ-@ky}{#UAAwb02(y*>TtepWpOJ?K|GA&O1W^331Z<-QJvz$E|~A@;&fmVF|e zHsbee<6B5czeXn@=k+9fz|U-bBw75lF(uoVbX~%g>O3{y7&69cC%Lm(amm8PK#b!< z;)0dI!?kcxti)kVU~0QVDLZsFJ;wALO2x{{Z^I%6qia91@39wO5CLQL+gkNes#1_@ zuZtI9KrvD7T#)3d4o$mUS>YoJdOWsQnKJX}b`vP1985|LTSz0_3VNh6KcG0FCwT1u zUc#c1N;l1L_m*s97|)~vc>7c0Le&6TRtSYgFQe8am<}m0m(;<~9TA|PZqcG}iw;t~ z6`*3WGL^!#WYg8nQKX+E<2<~C7Q+E6o+Md<{&W2{(<{2ELs}Z18d*oEJ4YaDCjFU> z!RVaAF;MjhmWGL^k;1A3$RpwTfMU5%7BwZQzO^b9Sq`QZ4PTW&e60Ih%&6iyQ_vLz zx+QsXA{}Z8db@(KQ*Z*F`NK|=l`Hh%N6ZrII-x$`NAd``cEZq!j>g?lqE4m`i%MsN z9G{nbYi+i?wduy&T-XV7gSNlnh#bUUg(qA~H%sdS9@J-A%M_IR=*r>MsYro{j=HhG%NRan5@+mYgQ@MbDRh1(>t8-cXq!x;?on3^I^U0FsA}PRKv!lrtsK2FxjJH#E zC`z5J6*a9EmRI=pDnYl>6^rAcQ9Iex_8?3hSx3KIwKXQ&YJqu7wZyUnNqi7NB+L(#2*V0`5wag6%PlNb9I zu-B1KCrEH=xO78F2Z||J%3Dx1Q+T!(6?qE!5TPukO;Byidfh%}Y>T(O9ZdQaX2Oz? z9SU7Gn>wEAUp=pXC13x-uKyG4ie=MQjlunG*!Y`#{lTuoGle_s$_OiC|NM`hS735M zT=7kz=#~rbc(-byLCWO;HB2LLLE@-7^A5YbWcK9ji_gEg__Lq}1-+}q_Qh8wC^kFT zzXV!*9BU8wja^LpEe5VKnp^DiY3=vvdcYejS-0MI$=7gs@*Q?9>;XLPlCM^ekJl<} z+#~olj1wnuI*gbMRb)+}1AWOdMiDQo0X@MOVqbJVgG;~iJc+=?Dx3R=kS0;Fm!WR~ zoQ_6_0ID7ehKCn!V9AlWy-H(dcF8%5I+3BQo(yiZEXBVi?98DhIEY9|R5E_g9)=$5 z=GnDZ2*}HpTN2ofps_K$f`7N>6Id--P9z`SPkae>k8;6*oK%%dRu9}I?SOK(=5H2HPX;B~r{w@@5>w@+`h zvZ3{90a9yveJ&_uuE-|)>9_8ObG3q9CM5ohIL<$Ui0BTxBxdlxaT&x0B7y2E3RjqrYr5eL4xJLlf+8tEb=!UVW;g{SG3%_PkG25$Oy3 zv&-Y}nZ{Eo>+Hr)Nz~VEX#j!-^l?Ku8y%vL%<9$n04d+g(r_eBadS-u;IV-bTk77&Vt23@M z=ViE(d0t(W!5hH*vy_slwK&bo_NA%nM^7Zrt-nt=FMc)Chmj#@{C8>bE|bgRi;*dB z53e?_DTW*sO?id=)D@JTt9DcabB^b?PoQZvib@ zAi@6~hK+wDUo=0y;%RoirJQhU7uXd3>F%Aw6ZKosG z?(2D-=Oo9mTORG=c|66e+)FdruB`7)b(=e#=-y!htQg!YJM=EiGvzGwNOFvN53Fxb zT9x3MGZRudPP4;7W`zev5|E>IO20{p4t!dJTrzYi##k{vMx^wg{T0lkB<9V%{Amwt zO@0gJFC&#F{z))@%Ew0cEN?jn#)MO*v$l1h7VGnl=~T%@nlIx=4r5Mz`XU!!K0)ec zMOy~Hatxw#PAk-tYw_d}S)p zMCKbdUow$jrvq0U|0|fU(~Haj1wsAL7Wj2CI15&|#)kOWGid(?VJuN$qKaT4#Xnbw z9tP0@A$M1ZTj2qBLD1#+5 z%6d2FRZj9lklZR40KWv5D26Ren~OL^{KL5smTFCxY#(#)Ik~}QY{al?ph#SdUtHXO z()0S0eC6iG=Xb^zF2xsL#v7ejVmyzTBS+B4BPoU;teK+xF;ML}p{zMhF>BR#HVSo1 zRLu~f`DkgJYL8(GQvYnBm=53P4#0Qo#LbHuU5kdS)h@7DX-_Xb1k7rn7UCNxKVL4; z7AKpC5Tsm4$g!537tszoQc7S;)IyQzk!f3;FkpiCN%10UW$D^mtfy+=S}<8GRv}7O zYaK7i?QKY!yDZpJYb_4UhYivQmz8HutwlEg%sDl(CTqZ?NN|Kg&Q!d7LNrdaTgXXm zPK-pMj&MOv;WmarR%&4ZV(!&6f@dD~Leh5YD(+q~en4H#TR`Gx61foy$TNrm?+JZ` zt)3(ZX@x_z+vZN(tD?CgX?bEB)+@;_t6C|n@v@(IjTQEsO#_$Q9H^)EK-NYoQiCuv zScWXSQUpBLhcYLX#qD>X_b2z5H>M8HYH0D$Luml9i~)0UuN6|7RyCQAnGX?Ss`yX` zL3LAb_}CqVp_>oQqNJ_Un!vKA*$~Stb&Lp$5KdY3OU;Mga#YwrTz|5)x10i9P@QUN z=}m)~Y3?fjhfW)MdwnS?C(Jyah6-{fSDxT5J>8>uQfXGGe_5_^WP~NBA+sP)EQ@-} z-Q^*Z!6yUDI~L=F5c7~qmOS(C>CzIeVrqE~@wp8bH+F=k;Aa$BGe@jS9q1M(wAp{E zVenf=z}D0bbBi2&i-l*4;<7y0E+AXe6dHB;#mWGMV+IZ^(7{#V>m#j_7;)5`i%Mk7 zbPF{JnXDs{!t`xP=}LwaB5M(qZ|GT!KVp1Uk4KGmy zZs4oBgg5O~lJyeBb@^faItf|QicS z=CZz6VvtIqQcL+jA`tBKak!;oD3uYGK&#wZIfCLq)SHa7R*mI6v>q)~ZmS+I5b@mo zIMP-#St1ijK&R4PJ6)lK;xZj=ubZvWs!%CXIkO1EpvETSU_=W;$H3~IAwqlB6NWA^ zLh>+iVI`~;4F}830WB=7i+rAUM8PLc&@vpeIy?|oOBdEbjsV)pTcYzBI9%G(I0)xFMjK@pAq=+8)_E(ZC5N1?TOtY z;l;jivrpV6I%JSQ+Qk~pMjaQ;c5zvc(%|)#o{9nA!?gKZ)TjzD3rfM^u!C3dK3}!H>ExnbYaTs6HF%2<=k)b{y#!+YpYDFBM^F zh-pT12Zg7SgJOnvHr?d0JJ_@;~+M*MtCa>~Mf())p(8Aq_7a$a&hI!Ap= zVp+XnA4Jht}7QpobhS_C7TaTrgyh?`P8=4l*og0hO8O^`~pJy?K*mC_nB zPFLlmJZuUhjR3f14VnoTOX)SfKFW-6;l;umdLMoL(NL}**>6Jy-+$|I*50Bmu|cOy zH!~1WX)^VA!umPRxGXN)&OSr9)D!n`gKo(9)kQ8UbNc-U^yE4s%dmT)i_Y`!01p?9 zxhNDo+9{tOoPPk^*3Y!LExKNO5_caXv1(blJ-GN1hRb*PHHz}lu$eGjj;N@Mx1w<~iVUGLP^JiXp+e13Sn*F2=*hZZ~}FMi;L z+gxkXin=yCc;y@?UT6J8Xz>95lg5o{&n-(2`qYOZ(CPSO|Hj#p{g=7G#RvR>XE-ZW zFE7DALw;O#@=v}ze96r}cM>icTOIkB4((UsFw9oUTm{U(__K12KH=~55 zU?QU#=QC^IqBG-cMtjwdD=hVi@Xy{EnQfSt?|fEH=yjHAAfF^~PTyd?#R~X*Wbs4iRHA=aU6iQhtJcJf zG@YELI-1NY*6RHuwvf?`6-h{A05Rm8%3>xs^q-2T8l#_l=)n$%9|n_}LejA;aRzf1akv zl1nh4`@XFhHmqUPa7jwGA)!&@OHJFuBp{{|X}V@|&o=vLwS%+tb~o%Oh$hL9c;0&m z()uk?p~CX*gy5T=#s|KZ??z74{Id0McpfhCuqhd$q>iqX(j@WAJsog|w%wn^<|}6i z2@j1$sZUBxUwr`)9@B3v5hn-~PKghZ-b!Q2@beh$j~;h}-i?deLagE2pI_sRn}Laq3`!d%Q=-xvb}KoHD9?0e3@pPMPr$w z{4CGwykoBby;Ky4af=%nQ?7fxO7}i*pz!hf%!F1|_k~uP;^0i}AT6paoEMSI&%FAL z`GmYyh*Z7xx`tzKI-CC;D>_s!Q`l}_@f>Zpoe zjqhct<7cvHzl9pr-#45MpxYRUekxSwe7e9)Y5a(XcZAgZLI4Vj{8 zaZ0rP)qUHw6Bq-uH8@9th7jpA(RAzP+Im~bebH`+x~4ivPElT>iQat?lXT4PrUo?o ze5FaJtl8AaZJAIiG**NjA9s(3hfKK^E-bd4tdx}W=;shJ#llOPCi?x4j7rkiWbIF? zd7J!|Mpq-}46+z3&V~o|Fd0cPHMdBUBodFrBo9VA7rKg5xS)=V7JNecNlzCU~ z_*VWez64r|pyr+tz?HDILDCcwHQDYdGAx!_y_n|LlS|@r>vLBcJiuF z-FK_s`O!W;R-jLkd#d4+UCrYD9cMv$KRP3UgUc}y*(D=q)Pg#HVVca)V4XAUUVVyH zRmmJEGmPfUlRtgW>5FI&$E@4!NUcrfE4*PH4Qj1n+TNltUtlGfb5}${Ccc3TnbcD* zHV&HNjF@Q&nHoNb`r^rBy%iVA{a5U@@2dpW@f|Jr5G|vAukrXxcD9R>sn`#(i)HSK zXhRsbItVmuN;&T-sjW^$l$|U6a&c`s$`e?m;3Q{t_orLY5PLjORfA{jKWjX`$6e?p z*sN{v!jXnFxWMel-BGTWqh#vY)LFb;hk>*61FFQ3LDdU~pWrWf#w$rwyDGUOChHty^<6hGC9gS&)!^jTyk;hmi`oM(1?gV^UHP!7bEGbo%8powDugPqoLapckTs2@0plQOzUck(ga^fxuY4XP;eW zr5*5=XP@tf=)$edk|Jcf0mr~HKXI|d>>|;SQ}7g^?fCr>$Vi!p`z0ymg7Z8tP}cb@ z5$3hh%T9?ww~%3nX{{N$1^i*N=ECtsyp1nCiZsl5=^ zaPS-1$e;*1EI)5oK$HdEL(9v^QcIO0MXE^@ot!mK5(yJts}I`>&AU@5_OY)oI_1oT zfKI1+>20rCvU`j~oBxzuBvuAw)1Ir?7s3bz4_gV+wZvZExs&h$-1}oVIU*;^bc6H- z2`VUbPXbM+oFS8#KfSD;Pi)p)?j8}%B9OM;6Dmy?$I-881g4ReOX2Vhe(}q$F zkoLur;z-xA8#5!vnv;5+*4YvYv&rIdj}?w5V}-CrWx7(}lV&N(o6qP!Ur6RZ(m0RS z{yt6a%9fpTLc7V5eqJVyjv`%>MJXOxd}o%;@`@2(0ja<(tppzDZIUR#VFvxmgqd=L z2F9Y8k3wc_7r-hfB4j>nGOg#j0R|HKmI~&+j* zi9BioS)Hom{0HQuCMcl!Dhp?25k4-^XTU@Y`p|PZ`oWpFe0U+oJUqUWmA>CBx6V<2 zI)b7TDafRwC0BM9pG#nGa51m7@tic!Mn*^!F5{i20HnA#qs>`g4v3T+g6Te~%+VCJ zTrn&=M^^MYR;<4zT~b86q#|P`@By@I2kBQf+T_97U1{5?kOA_WU#Zds%hf-#Vy1rcJ*E34b9zUNhLE>_W@NzTPe0XvMWEgNhL|L{B|pX zXQkB~c@ddNgWlTbh9nKS@FCd>(%7qfG|Ius zQFLozJNI9@WO0@in-I&nYw&A=`lV4)u?2^51Ja$$#s`Zb;@U-DohrU_k!D_#VF*1X zDQglpuyCH1z6BR{i22T zLks;)3nNV{vv@0uaVuM3D@Q>q*Nax353PJRtq*D11Xce7DgM{AAP><>|BxaxnMF?+ z8XERLFFrfmeM-6`MYYa!nW0oBTsN$Tj55O*Xjq-J@y(Utc_4fXA~zXkcoc`W5t)n( zt9mjn5pkHmHri~27%5i~P{%&J1d30uS4(a=_rwAmat3_HGu|R6AjlKvxjx@&{z3m! z-PvAmtq(bcTb}P;PXu-`msfx=({dqk3;hq8S#~r`Y&?ah4W}!*vG-n3%(*=Cd{=`> zt)Qpuy`wW}iBC!Ngsk4VT=xt0%aLY~3wqS;?tk~8B$Zp3Rc*94Q1xN@#z+5ia=*E7 zOqNT4S@b6_VplSXOd45z00&7F!@V#X***XEbZ4>j4SM--{JB|lrqx9Y-N*5rpZw0B zEYT=^RbJ1J-XI^cwBnJJrw(Wkt)WS$p7%vXS7PU^7}qb)=R_+0thQ2>yvn7`hB)GX zifU5s{}Qx@?T{9NaWCF3SM%VE%F^puJEJ^F(IBbu#1kdM7z8;vV+Phiu6F9kjw1ad zwVg`DzYZmR|2Gpm?qt7Jx4j&D)fmj=PBj?+Yv3%Hi7#zap8pramZ_?5&vssN2-=$3 zTJ;?%=KL(#Ee(w6R&ep3SeR*gv3_-k3VgJ>*<#Fl-BV3jHM67jA?19l^u;2{>ZI>^ zcVOp%*Ue_f7#HLefO9uT*4S|PDvp{`Cgi)$iI)jRf(=jN zPWpwr0jmnuKQZIg4!6>Wv2Z+`sY_per!2$7QTJ6AEWrcGhfO<9h0mcz)NappdMkqy zIZ(23FdQtw(WLcZn&?>Tz2tZhoHI3K3ONfi<0;2IvV|RXz8;q6 z;9SE{v8iv&)F%kv>8d0!#3*W56=$HUV&^oICk_CX%9A4SL>uSW@Ps(;-ui|fR^_Ua& z?Kr!YvTWBp7Dx8trG^(jm!>f%vNUC8>gjY#34flrDab=JiakmVhiR?r@Y%YrvS;;G z+Jg3q&OxepIXo}E$x^$RP&n~!bWK=(M&`9oqUYQ)AW5szV&tU?Zv z&jT&?cPgj)QOs=>?!is1ln+8ldMcpiuR8HQiDmPLSq9~AIw--gc>M+%id?7e61$AA z+N_CLU-mh2tlvQ?gXnuV0*4gA3qNto_XY|NgOs~WTSagCRcBeR2KU~^ZRgsF$kOQp zeeLI(>k?&NfpWk3f;Xn8JscMVqii=me}WIUCInhD^(BseQsA9bB3<1O;+2*@;;L*! zwN8*M+ULo-kE=ZuG^V^9Rt(8>b~2@lr;OZQzY=`toiu{~0{KG60P3S1)t<3D{EkOD zch2m?mzLS;&%+}rArmRj?nVm_oQ!YY|1U0)y}lU#7IJg*<$p@-?ntq4+2~3=v|B-- zo)+GkwWmYyq(9>skFJAV{gNh9Kj)JQEtBT$3Y$vOld@BVj}{EisjaOZ0g@g!Ns+Jk z$vMzNiV95}3GODLc}#VTmj9aa4HN#D@(&R?9!b_maOIPZfM4r@&S4n%qw^pQ~hh10lbPmiDc|h4`k(4(BQGG%uSG!x- zJUNW1Ys%l$VhhV@{v>vze-gVh8z)_`;xr6MT9g%}ELgbO62ll-lOVu$;aC`4ehdM4 zXPB5!kImku9g5yqagHL)mnDBEcG-j9?4|y(2|aXUA%lAL;s>z~ z4bkf!}c+0V023HyK6hTn_9x2o2pwk1c{~0N(`6Fs<#3kp*v>59R-M8n{ z76{0~VDov#_rsU;&7Cylh@)+qho>!s$bm9{hVdOG)inuu2b6|jmV@ptu@i9D+wfYM zVO#9g`FlM{mK*$O+GkJhp<^uj59Tmpl&=LzXrA!DO+s7M%2g;@tl2XS+eZGIG$dU5 zuQX)w^x*?sia&`RB2oB%A+a+n$8visZdP#I)^5pBzG6))w zp5(hY*4ilBDTIzsbaHE3P_3Ty?y1}+p2SlQC=;u!!#VUVoO9m#pf7Q)$lR+4_kv`9|t zONHvJh)_B!b?Q1XdWZ8+T#}ZzNz&V7ZBqC1_H@5mCQv04^cEj#Rb%wR+o5|KoL?oN z24UnElKnah?$?*Yup>F}OO@GCM9UL1!~z23d5K7%1O3GDZ~#36KdWbA+Kw_GP5a&%t=CNifTuopAHTz*GaaVm(+upFD2mjvV8Y+<+Z3I;QN* zD+uShWNWV606qzGq%`IcaXlSNF%h?ey8c!f?9*aZcA_F>4BiZ zGaHn`49Rs@N!&;YPI#i~T7*P&VM=^4@0KNSSK_eF<|{-Jv}~YfpETc}KX1)Ul|cQ> z(8MH$*C)zhGp|sx!#Szk{4lFLM~Ia0I@_VkMh(meu_*;oL%v6A^luv&z=CV*GK?^_ z2$|%Xa7Fk0pzWO^S%dso1Q9QU1fbOVMta#f-t?DY$fEm#x!n448lL)D z$Cc`lNfmz3j*g&Mp<*p35O=ot%d09wGtbHz`Cu0~{4+MxZ62DnP)?aw6(=TI#Zjh; z8Q27qclVcLxPk=rL$L=+Tpt>;ZIgo;GpPUah#gZ@-SY1Dm)sWCv)dy61 zzH7h7W<8vhQ>q00=g{uIhGHE5j$&G+cPNJQ&nRa2pP`r%=3f-E`A<=d;6I>P&3_fe zsQ;oE&i@O=!Z2|De?~F#f1y~J5w^mL@qO3lm4(RUfZVhksWAksGT4Sm{_6yuOb-6w zMXq&yge@xJRen@s=)v(Y;3ZF9_G9^mCpL{SY)G8tG#Y#blsYE1qJ0x@o~}{A{d8|~ zO%f;pmD)XQ;`~l3FwJ~%2&*@>3j>wG6Nf0D!WvaBIBjM(-2(T?JIJC7IJf+>3947@ zV*g}P2A9_hE_$PuX#!(^ayp|Xd~iCerO10Wr)%JPHg9PEcmph`a?m!SF2}tRn#We7QV)zLr(7#fBArBZnImAxQ4mAO)NmSAz?>O z6Mjr;_{HAmL46VF8B>>tLu85U?Ro3VGUcrxxafHF$1SO1(KMDS&tH94AMgu4#iL-K zdAXy^Yf)A=E~{`Mf==%40bMb}Uv3p|h;IS)+^pa9`(`Ot<0KD7uJyQy5+AYlbLI!J zP7Du|>}T@DOX3sJ+IsZf;`L{0aU0%K#05Qiy^S`Si8Rjb0>Yf+Bg5U}fN%7=G1Yhk zSHP+)RgP3%;oq$2cR?2-%D02WRjH6F!fJ=0xYyg-noeczHDO|_GS`E^T!HiS&VOOoBVopZqLtC2IaV-PCPb@UZ>KCUS zC&>etd-5TRBp)H_tS^x)K)Thw#tEWYcvSIxJ%>U9$9!z^6~i;J3IlNQQ6xLM69a1J zRY-nZ=;OkP8{kgn*{$+XlUzj#)|Ek~@OgHEGgmp3-wLT?D=24k;3y0t87xR(sZ8E? z;Q-gI8uUF$TZ%#-{IJK0UbK@p3g{C+O82owpgJ1vvUZ zb&9t#ZsPfy-F!{`L+`28Yx^N9>IZ_>tTsxRN%>Wch_v+f5~MQ6$B$L%-f3|9CLSfO ztM~4SU%0;*1C!dEBlt76lpP`{_vuM|aRfWEwkfGrO};&O&dCKYjV>yGaq@anft;tI z{^hXrlxbTV#AVMD?zquZ;MWBe_#3ZL9~mj!3kHMEMRYF|WAbT;#T*5-YSZCE#OG^$aN<_nn_Fb10;aZ1}$)e2u5zn4;>OYfC3e z2_7qXs}JL#?uvU}vcDCM8QmHSB;d`bpDg*bHKrC)S_d;@x&YxR)<*hkTNDIgdjj_m@9@s! zIij^bx|?g4Ulqqq=`#N*wY6my3}xN#*@M-UZr4FbQe zC7u7E*1RoNqN2(U{(0t4O~T%5&I9+~<)+)stoX6!$NJ0V;Ho#b;T<;3uWiL0el~%v zvXF)6v|$;b`(S<%4`5|kNU1OT%%3aDtv3HVe||Ymfb^oJw`{=Q@iH0*pSvqcPBt$El1tye> zBvcwERQn~=<|Yir$V~`6(xnIhZ&>K{xmeAb7tL}u4~o0?5#z6d?_n!aD!`{HgqX-> zUbktEvBAacgotFthWx;y12i^z;kN7$BYmMFU8O8*mOCtCfe1AM)K~SA4F$#O<{Uj| ztd>uS+Z2)-ePkk|QnV2|b({JYm<+skVG6sGq^nvN^$!(g$N1e&P;O_iqoEDb^&PORVHdh!ZidKllsju=G4T%sH(oi zmt_KB;i%rKj8t;*b%08$mmk}eE-6@>pHfwW6oGps0)NKAy$FtlOMfH-Mn$7)4AP8G zl_wM$JU=WU=vDN%b98l3(%!Df1ZBh z=2n!2fUd~^opCk9uwUt+pbkd7R6LTg3}2CILBsud23aqsSG;X&nYcg;Gbxk0WnG@J zfXvM{v2aZR;}P>6nLQ+tyd$C-BqOTKWcWlR4871eopKG9mqJeZ7Dn-^BU1pq=%Fv* zd$dxCD1`ZTR$9-dFaak|xUVoii%e{QMcbNk(m`&jFGWGnpLsQ7s<#LP5Cu$YZuN>> zBLVAhn){Z;yo0IrItB-ox@6&;8hwnNAo*kefayMeQg?Yal3Wx>+rC}&5FM1SkSMff zy5U&rUR~nWUswf}r*;Ap2Y9tOLa}X&7P{bp)2gppUEa)EYt(TMS&H)}up%?lIQ`2N zD#|O{l7l#*{WjtPM$jx|f#001Om+r3fsQ8%q0zaK}mpR zvIG!t05M0UgY7^H65*1F$W`cta2?5IofsL20l!5S8-nPlSjvn%*~Q1Bhc}<%IVXDF&{Y_Z%1=bwcYv7Peq7f`A$ccb zY4%D2Z<&uf6AvDSWmzK$3fM}o>R5O&SK`s`_kc?U9{Da9Tg{z<r%omxmrm0RBp_z28Fed`HVW+gZpjWo_{-~?5_z!g%tLp$>}Q>iHAO(F zC=U$fjagtTbDEW4;31Id|KO#V@AO zsg2t-AW=F&fee?70wm%y{aS+M)BDMB}GY!SQ=^mK)0lZr{)BRXmmLF$LLcwoYP^q=vr7;q(vDsL|wJYU23;VU@8QUcUFX z0S(m8yeeKRort_2>kK*J7g8omDbbt@|Gh0OFt4q(Y_5i7+Sbk=D@UYrHJJ4%`~F!j zY&(4^#DwLPpBJLX(xhhsAup~{v}ZNXAgWn!U>g2fXO*-fS@&y3_jcWp`8qt~w)rth z6_bBPUHVZfGI%}zxD@Mr&GEV@bo1ng#XG&<+tP0*_iut&m{s4>dCYLdA?3}`B+BwgM=LMcVOC*?!JI0^Aa72w&3XWZ{?%q zmbZQ-`4Ga-VJqTsuTQeJTwaUs*-XSogMW+89Dr;j8@`+NOnGIIk{nULef!hWJ?Py_jkG#7CA&UUdQteE?6&J%Or6TfAkHJXNw&)~0_X zZ(N5$v?&QGWl?mnD(u8j3)nKfkAouQ5jUq4$hoxQ72;WUquCk(f%G&x0jq%+=-Qfz zDR#sMh*bMoIwMlP1zU+MoO@LyrI!N07b!Vin>ZGip?iyv6)0nB6$!j%^|ANW1hTIe0l!#E zEwZILs3N~}kF>-gmNMa_=+e4^`A91O!arL)8**sFf(XygACZ2EFEGlgk8$j?D-UQ> zPFIV}6Ymn40R!g9m}v44lr0+VtSKY@fZv!Flchf7?=0L_NXV&CCJHr(7B`JFvdZ(1 z@GwuFH>1#wBxp}vaRey&(FZ#e&yuDI&m!UL*#~tRa_-7Mqawv%u~&-XzQNN4x1@Gjk`%V(3L(hCt7T<( zmB;D|G|8beE3m@173=HexV>_1vD|MAp@{Bfv;q2c6MY-5#lN z7)4E`SJUM~_?1P!4$DUX9LU{w3mBZL8@=h2jA~`>7l)$GEU7Ote-tj=H0ryEmoIV-rJkigj}mzwTVpE^ z?W2Z16RV7-l5krPlgn)QiDQaF*GY3q5c_93`&aYrU(L6FHQ)a4Hs7TD(Au|jZ$8A) zeYN<~^u{-5pW>6ou3^JCT>RSrLn!63RC?8m;AF|kA8M~X9e_Kv023(sHfcOCLQ zX#AS>cBrSrZwmP(Q2WLw>+QCPo3=pz*Ph$s=cJ!lchJmN-Xjb9gz1wvLga(KATtN6 zSeV@tK1NdRS=6?($nxqA-k>~na#?7(zJn}(+@k_n!)ucP(F+JlG=GxZVFwqm0eTWz zr-Ecd>7?&l=g$we^tkAc@Z{SQO9#}p-q0WNSl%~LzmX6bW*KLX^@Lf}Z5m`pwH%2b z^?v;};iHfpgbiPiy&qKQ8K#p^`552CoS=(x_~kv42#3JWG@#mnd1yw&{1vlVyH0Oh znP9k>i#gS+%Q^x5De*~F)HNDJvGBA}7mj&9b;>4;euPD6MZ8q@d`o5H#}rR{AR$Q! zuCl7eQ8b4dFxBh1Ab~r+Q?R%lHJI~u2!DK5*16e=i}ys34=F;c1Fn646Bg*hHE9J)IrW1h(Y z8tWuyIn*vTT6R(`0gp~-c{Xlws>)zekMC9T7x`l=*LlVFGfXrIP<7*<3hPE;FXS zs%du7^;Q$H!!&&`hGU8|=_1cnM#v76f*a7QyGv?tkibVbSVkYUz-PuMzFCi? zj$5hEOVmgZvTkfT!Y1m3SHy-rkDYMj0c5*_^-CJG_7lE_gwACh>$cXyZA87}1BQ9YMDVG+(ual61G7|hb;>GI>v`!6c;Hbm zkaeTvMNjSuv+#W8z#Gh_O%~SmPuvt3)UHj_q|%;nJ1&1#YN1oN@gScW|K^Z>{aRJY zNPc6sKNU(#a91QPYe3?GZF={XS8}fD(!Hw?=`$DEGx-}%nwqYDE^qcjMabTjDF?4= zx&G^#Z#^%Q^p2~Ter#*#_e`60GFRw^&KINxI)NykGzdTp#aS|S6-e`64LKU!2sFR> zi1mIK3Hk?jaAiigjd_XADAJA@+L#;; za+MQc!HvF@IFs2?muz6BBFAo))}L)16s=~(trl>0DOd}s!(Q!G#C6w6XBhYyelMv) z3WuGk-k^`;Kas8&j?vt7eo?%Kf8EZ;!+z#s7ql|j!tJM0)nX0rx;$e!kr~kKG@ym8 z%u3b*1~W}**_%#ztR6adObdx#6zb@_nYg8N6A*4~C!{YS`gki?fQ0c&r{#BLXc&ip z9ZJIm3^oJ{gjX>$xW?4>(e-h1u}{`s7X5~&lMVHXzWX( z7w3hlj+r?D(gS{2MYsVQRNABQ7# z`e3^Ye55o$ab7WaLp%q9UsMWUQyD71$ZOaJ6U6b2ZE>Mg7ntt|l%_xKGSq_5h5O{fA804; zRmHxB5-*qnBnF3FXb5Em#fNh;YS2pX!8mUxhXZoJ>TUjkYk|+C(!ssVm8$>S=G$Un z#&TE2>&1+>Uo+m*XRdZ-Jj#u}Gvh%!ta)(`NIVQeuPgL+cyA+UZd4L> zhL!3?H7M&jkmiWnq20DXVK7CSc7db1Y(SDFGEt9=8oljmzKaOBGK(VbRn?#X4miR! zYC*(s7BOk{y9bHki7pdZXd4Mus)b*u2-M9>+X}(v=VEhwR5}M8uLc3}j_TegE+2g8 zJSiNmp2;~nnNCpW3llMp#et|Cg<^~~O9t|QD`4{jn`Y4G4dpNyoMU&+kq6ckjc?KPkYJ8riX`zt zYjAf}jvL;s9!IglZWG%vP#M=i~$uAM{<#NKv>KEsY z9_d=f=>~J$(7_dpKG0PeD-5fux!xj}bBt5zt#LC^C?$VqCHr%DNp(x3R5hRD7uZXa1`Gpd`b7#9TaVXj?6h>wan z;pqnyhBSAg07Ymue!@6>JOgTI$|}sW^UP>19GONn`FN8e5L4`*yBd780G~7(JEvU? z-OZy8SXs@0)YF2*Jw9(7Z>zMJy_+dP#3*kfZnX5=rUrOHxx;P8wRKOn(maOW z81Ps3lEZi;i8zkFdVmvfmG1+~YRV#|N_;XO831(KkiXrCvGgt1yWkgnaeH5e^?Rx_ zeSr9UgFc@Y+MHC@RO!9XP5@o=Ez)m^a?25<@e}s9eDmpOY1D?}(qe7<@N!>O9zsNf zVy4D|WrCjq^2gMMzNL{xtv&;hUDNeEV|`>Aq|Bxwgc&&+8=JV;%S=fH`Gt_3x%bbN z$E96}-d~xN7{vK}K!stSO;hvdO#NzEWvKXm*hH&Q~_H&jCR_e;+`<}@Sm2Zy8 zi)uz@_tV+B%dYKRqSfI3AbY@JPd3L@P}V${?UTU^WT%&QNdVhi}K|65M22dc!2c`min%~1z$<&3F@7!=vuA@Zx;zzr5T+36GaSoU7 zKfJ&0o%!CQTmapA`xZ(>mn84)zMw>B@=kU{KuxWV%1BX5<|;h3IdQ=6E(S^a!v zS?N{b{kI!_6?`qumcCoP2u|PPcP%!2G@;`q*`#7}=FiQlw#MI_wFI{)TLS>C2Dwtx zvN>{&Kc*cg$(=OopQWeBXB9AGH8tR<>D<6w4|$kmB8k0s7sMpJzMMZ|5ai=wQ9 zkT@$$voxL861~?aJh86)&CVe!_<8LDE4=yg8H>RK>0TbajyOS@=FiQ}+E)m~{}i&u zQ^0^*XUNWY1ruJNdZkj%3hH4tEApF8syZJ}tKk9Dd>@iEFLotEE?sd~4qJaFV&COQ zY6&i2w;Y5EFLIB7*H2B)tTww1qT{?Y?Kul)-|cW~D!2*9;lk}dhVX>CQtwdNe31Sy zI5qn0VJj5uCU+^dwZD4}n-#^Qgz13f{sg+XYv*>7stn=7xt^5EKCWLK`aB)GB0x^c zw|!oAUTc?vslOF0GiM!jd@LQ_~yBP6bOBGPLQK9`q!6SB9guK->Ii zNjpNTEkLc^j9*3VlDm0rRr2!?l+S9s&fB!@FI`)ENymCi_edbo81mlQ>G;CSw9Y&! zeXloSHnx#C#g(Di4#MLM=rhJLHv}KcTf2Gd9a@y5077Y+_)o+z%?Es_3RkFTZrM z@40io@I_@HV0R|`goEOm#%I6VkGdG|Ri~z)?Apr+2zjEfK|n|^W&%R0om8A@Ne+L1 zG^6wthUaCq{qAF6+m)uRahppsW)vG-{wG3;AO8nJ9&w*o)RklwZ8^V)UBy4^_&bDL zQ~Dc1ZZ`$=I}B*$H|Hd4fqx?;N^7<6ZwNUorBBBi?#uDgPKZZB^mT4mw?4$D|C>uC=@Mg?zm>|i^7N@4 zcdG{Jq7V<3UFT3>u{UJF7tATeU^)}|f#6c9jx6&v5F?7CZj0UIq*_&%WICW}a*?>k z3)k)!FKP|GfMBqzkJT|{N^XrEua7^j7R@D+|Amk$zYx;WG~pKBN6`k&o)ScNa|JTh z0-3RQRRbo;IfQbO#Q)~UqW^HI*d?D&MW{4{&aA}|__61J`3uICt6FrJj$>?r=Ej2m z^kEtSA-Q^)P5%1`DU}HVI6Nlv*$VbKBC*{Xxaj~;SI?DIc3!*u_PS*HDkh+@uKz8Iw=XmrLseGzc_(hY?Xflc!b3T%%T* zMhMERMBLH@U0M&iyrIXFoAiMHT?XOe$0ioW<2s$cpYkqr7L0_6oUo76W?o zb9iL|u1(q^VLH#N`dN*^&lI(9@pPF1O>*=$231x;)to-+$bo7C zfh#g999CyF?F7m9N)COgQ6#dq2UO%^(xArKN+}ARoO(?S!b2goO4Mebv-p) zR+oW^BXqp{ptdtbVLoN31h?h`onAZ+JmN0_Yti=2680Qv@kL#xP1MEkNC;@~!P4Sg@rseRW6Sa+MP($s58QO)j7YOYSrvMueJ zyz{v=FjoY8i9YIbEel1RO6?trAa{CckE22kg_H;htSyg8qtby*_~p7UlC*}~pw|EWCXH$qbVJwjgj2YCFe#OHJY1&xXnY!iN-rFZE#*ZSB8vBDBY9q~xU zOJiu{h9W*Nq(g$}Ny)t=1r75H9;eh(&$)M)&m6WziJ!^65A}=w*z{M4Z{^>j#P{nu zRJ|-bg#+d zN5vkVFrK0-9P{MsM+pb(?)_)@ee3mGE<(13*vfKH_@&QJx^>)=D1St8+rP~@lI@n1 zJFd8r`)$9Q=Z+7d$>&_1ap#ir6P@+72U2qv`9>=u4IS zd{IIKz_8*+_80jdg*6;saC0x6RY0#vZi;_NOV+3EQb_%t=|1hFG049OP%az3@ZFB_ z)As^+hM579!tXWm4Ly$Sc+xtrBusUDsm|{oZ}JnO985C?>w^SCz=_`t*uStzXHSWgn}F z*b&!(^(#LcVB9ve`~#OL;n(srk&yB zg)|L>Ry|TAv_)`8$9{)DQA^K0O};Y5fvx{incXys3yZ7_Y(J$Mqi{^qf2E;aD*kLb zA+a#);l?`c+GBXfwC~+VmSi{V70mhX$wj9d$c2R9l|klej+b+*Hsmg9QKX6oaZG3Z z$mD&xrkfzieZG0^Y`A?HNmjL71KzzwtMwopmqQk?%vEhh&5(aLfG+JNkxwux_x1D0 zk)v#tqc;6XfA3PfbeSRjd6nE$OAIh$`Cw=iZA49-#+tw*!e=%Us#*`;XdF-5J}t_P z%~jtwYlyxpuH-^NE>8T>QA3rF>bM1BAP(abgKj=#vhK)Y2w>*RN|LjQ)XRM1v24UF zE+)qipp=2;oO~eu2x9H*a0bk^o4qvfqkAsm$il-A=05SxO2k*YzfN=gR4J(tSG`X{ zahg2eZnKGIFEO%i5KrNIid4VN$K~qCIhId?r)_VP*uY${3RaYHN0)H&U*CfzT3kxF zS>MY-<;XhBJD3p2)A6tv?3S#u!6Cxwn$GV26W5D%4yerkP>;ZD8;dMwNl|975!sn` z`(zrs9>%7BW|wXumcGUV;?h)y_qE?f=AoKE2HK8Hg{!Os>DIGvFJ|yr6Fcw)dDX1= zUJ8^SLkSn&xMPO8P$azti43&NAHtSL-Vwc|>bN^%fsj&zI+Vn3L`{qx0EQI@4Zq z?x%*!Ig4a(xUGH{cfZF#%NQv_{btdt8xQp?UQEs(eJ|MQ5qRHWx5Q_D!(nIunf&Nx zvD>DD$gc2hgIcY*&*s?E9OHzwN9;drA;1g!XLldYY!oYBRmeL3`m$ZfQ61*20B-e( z7II80LKI6k+(`~yuQ}c$yTe~=el56c&;CM~*_6GnfqBDQ#z>n^8>?8;g^4ki4+C2h z+69GCpZwcrayoUs#|S+=8)V$8u`+i_n|zgnJ`wKM-S;i|_Ig{dvu9y^Kk(tVH=i>* zA8qM=3VrqM?bnIUf96y9-@~KyGW}7>PyY=2RD4|uc5s0!+dPHKt9$z83rtJ>sGIx< zLvx}(B_NKOhO3>7Z}b}X(QUE1Z920vl07uGfQMw~vsI>s^n6|2=h6Zp_v~rK`ln4% zYH{0Bsj(n3;rkXY9mCzP-3R}(+UFa2B70B5NOl}s!WwH;2ASs?qbPodnlGHTmE?Ts zqx0N#yjtZ>0b((Ma5GvBQt{!5R83hAdtseJUaKdk-K|-mhYom}w)gvHbn~PH<*5X^ zXh;*Jz_f3?YgrODmErAsD@Dr1o@9yAdg#=p_f?b8GhYf0o3{aN{@WSMDp>AO0?Yo6+*JL$S!f`y&szkmBUXTgQQKw=};;_(!#X zHX85Ay{la+hz#I?Mi#KqukmkQWcn@^6&6Sx+!wL_ceTD1N&da0XoLxKW-9}rU0}Rc zU>V29y&xL^2>V^@GcXZRcj4HY3j4JZ&Jk{aLO?s2U!TUjC5$78N2>z>(Lt=M!(oKE zI^b7cLBd=eaWs$pFWU;D{@2Oq!5_80UZ22mpICT5Jr{iD{;Rj5&%li@Vz2sE-d&J zdQV+$T*VL8TyqJ3TYwCUav{tD!f_C#kuxFyP4C9TBI`ss{Tw3O~3g4zYA)i5Mp0JQx`qpU&> zBjm~K+%`CvydVk=>i|0R8(fVQ7;WI6ZV_ukM^ezhxo}=Q!}bzYo;|AYnU(aHyii6Q zgTet-UVf&epOx8$d_ThSYlEkQpFI~HkX%z9jnJ+X&z5gX_n!r9DFeEwGf6L^RV$ID zePQxj?tNg1kXctFGW%E+tRs{PN2_>t;ep_PU#L4BunnRhT!AmDd@ z9le%-A6y_(O?F@Z3;r^5$=lT0Vi zn2H;o!JfmE4v1CRjEpIELYqib%TJY}IpAwK1=Vp(Z%m|h10k=!cwL^#>Zr|fq@a$X z(d;Eds8(g$1q%;@RdE6OlgF?@0B~v$E;9nT2jK+hW+D(4ZyX`|_)R6^i-_|EXGAZr@+d~D&Fmp};tT^p>1R}nwpxbR;>6*B z9EIj!rc!V@4aQ1mr#R0MFcIri=H~FuOivOL7*By%4pG8}pqh>yjN9^`%)oz+(vpwz za)HF?M)T8ls8Wd8v?RTiaG)CQoa_7*Z-UDPAOTPOF+abSyk1kLJyYl2bm(i8>RaQ1 z_X_I{z(fy016<{2OE}R~_b+hx!3^#D8u+u2{8B@uEn*h6dUxcE_$^=-GKBi|K#=e` zv{O^319_{_hZWCIEQBn&;-k~IsAx7*d`=|o(G4T+(~TCZyK)&}z3XmU>mKh`o$0Ks z)y@5u0%olx?HdC3Dn=;*%tc-d;tVgFYA4i{b7Xi8R^Nph8z0q+0X%Er78GiYw{i6; z{F%H1pgZeuig}0Wc*j;;Xv z-esAmJ&~_nVBvp8P_0-+uVo?BqSvl!Wk`89cfJkXw0Nl39d{o$aJB`Vi#*!MUE2@) zwBG?S*fyz%RI>@~!6(gU=P6v)?QCNk!zRN^g{hogzG#E7fC`T)}%W zc_Qfe4I#agZP83`Lj)qfEV6;h97kdoZn+lPo}Q)IdB7WnVD~fOG^JR5(?g8B6nn7 zP?%rghXV)R5AGI7={eO!!u_=vxK8D3Z+Y`=Xuo^ho>a0=A>w{f>a7xTmTBIzB?*dt z|MC7;86`>~8Cl1XXblrk*8Tf}OW+EsjXdRitE&QdigCt>2VD$RJ~_ij$;338GJAR0 zIDLz;D7}1IqB3v)w^Og}znnfA#2ln@ejr~}qXVc_VH0gg(!fgva{d|AaT?%v++h#Y zwqfyDehQB7+&Pbvn!STx`7xqGYjf=r)k5miHYS&SAHwIRQay``BNyu{&MCHwEFEW! zbVx=S)ds{l5$_H6$?+iF*sP+`D=1krM9&Dpc*0%DvkgnstA)1|e2ag_#B!-4s?N`s zPON4EvZJ4bo$zU9;+pJ3BI2sz!5i9_>qz<(%v!LuQ&20(j8o1m_oV!*8RmzX+e2A7 zde!3nDXI&ORM)6Kx=rn9gqUxlW2H9id;JT-UhnkEaq45U8=1cuT*NH5*%?G)<@Ia@9#O9#01hL>7-kV@YfDeGgfx9LV`ygz8J!Yt6Y?>RYi0# zoA1#Vwm$Kz%4B+fmFGDunOlUj2&+df&{MbPga+&OugWo@Ukqa<;>ypm$bXO{?Wb`< z1D2ao(kD-8@XOZ&KF3ugFPo@FQtHZ7Nsn&RUsP1%yW5s@etrIHq3YS(aWEi7=j?LL z@_|=CQ$R+IJWF5ub0VnBfMz-3xbShp14x(_j?R&n=UFVPPYq$Gb>H#I@>lCxxjg|d zsXmym8?{BWF zsMqMQM&DT0Uq!2pv$%hOuk-y#4QVg$-Px~?g3E72WeOXbnK=?y#%p|HN5K||t z!~H*fA4y;MkL5|GrEV>F&e9mBNqV`ev7=}<@p_sHl2$PB8 zU^>t&l_1$w&E+J*KW)5E{p0;z-`iC+Y|bJq8lMOl}__uH%Yl$~9}|5{4(Y5TQax5GHt;0xkWxv%Yp@A$nX&T$OW`!!z&b4 z&}z6-neINgDMV=Y#YO^fNdy-rDnuoj(Ck}$UHPloH)J_W3m@4ohhpw1{BHKW8OS8H zs$yQt4iEaX**7wNT^$#bIww@{1(Wb*$2(NRzieN$)rQA4*yM6Ovjd}>^01iD+F8)$ z4!YBuyggJ1V<(cRfc^CrUXF161!*2E`N_IseAbH*yC)D9`FagWd!zmu?{2zU)_vlX z_voL4+&|N2PEurEB1@rS^)i?FSJP4|JrYkh43d?l+43UV-xg6eV*hORorq9~7(xGN z_OZ_YZua5p_y4T+**&>lHg@mek7^(Fx;LTOmx22+Xqa37Wc54Fx-5ohph5L&G}t%e-Rs+q_~J`>~JSP9r49Bm&tQR6{VYR1#|BafUp9npXnJsZGAp zhuOtPxoY#Km5Di~DN$UB`G2=l_s=LT8J-35DZ2=(%`>{$ z;iZL;PxDJNN2q$BnFJkR3N$Jl67U9$#QQnfF(=GJUQdXR#1w`_Z8|i4z@AMbAZdV) zwbR-TBERrep}!4i52Z?PXDsbYOC$pKVAS(+*gu%ka;oMhmDM3d+=fq6OdjVU!{S35MC{E-4C+7fsN>e`ur2rjwT^swuNDlHCRF%+gO zKicpp=6;?`)21w~nE@L}Pps0?C_cxj#rWVz2f1URTTL^~>q`uiKWxXiB2$zQ?24P| zCsG-DGnfzv%NbEtmv44W6?Pb?HQSP)$N*cj$5|tCp96sDoJueJ>scd(S04>ihUO1rakPLPhV6nFZ}dW8#54@oF4w&h|0LYR;{! z*x1Da%;X|b3|p4*hVCL~DKaI#uUvjaPxfwN9krPpZl*W~1wXa0!OEHSR&)0Ed7 zt)Wpx_beCg@~DDcC1fDC*Zgmw1Jn#9(v1GT#`oWg(f$IozW^=yCId1*Lv${rDuT~` z4%J{jmCvqYqY^)J>zdl;zZalgWqIF)_#2=FTciodqgM-n5d=Wqw5@kVee+ztEuN5H(bxO z89#(?DS#xrV((a7KJin zOD9c6LUsn2F6Z+wQUCDSkZb6uI`C2Q0Di=`NaD)4^+a;dNVXoIXe^gSd}kfMF=a`9 z+dJ!34aMoa`iQ4G8T8;oDn()O%*&W$&V@yM|EB~E#a+VWVCVJ_E%a7~xcDQPggob%Y?Vw>aRu(4WE_(s(18)!rsDcBng_dCFglh-Wvr z|G9gtaOF90b=`5-V7Ri)N(#%nf7S5WE9q--EFtwuEKR_A%c~}01MD6Kd>1e>+DZgK zyM{VM&wj-b01fkfb;}^vin7usw-olq?1`O9qWc4jQtJ9&fab{_397mTccwlJ$ZH@6 z>DuVqGd8de@L{oYHnM)*OGNF>^@#E!%V1*$VOs5JSjqu2`S^^SP=oQTwQ3Rf+-)V7 z)<>RK86L0QwP@XJq#tn7o`>i};#Ikm?#s6KR>=oTCQ-Bml5Z|EgEHc921HGt(x5l7&< z-_dw&jE8aVm#LiSN6Vili(lpXP=Dfo^?lO(P4biDlwe4lTm_wz)WZzj>Qg1#wZ3m0ezdTOsjxZzyo+?C*lCQ>C#++(vY7PF1C%=AR!N+oW#^tXFgo zKkmkrtINM~_BBSf`zYAmls(sMqMS}!xl+cSBx$`lW)zg9=Py?fXead4ILA5D_A=ek z`^uq1x1=GjGU?qO%-V~Qfg_gW7}NE-75Jka?HeD)&Sc2fyzf4l;1I@YsPk=h&PXz` z5=~y-sV7~`cuexj5}VN>tit5-Zr^u(;>A;+e|?Nb7_gg=7I z5_Ef>m*`xVDzB@zr%XAS+~fC*eqi|a)Ju(Nci*`2@9yc+=c+@s-RBsRO$t=c%i?9f z%3n+4jWUyNgZ@2_%mk7X7=p^%gkxv9Rdx+CeH!e$4Ri;@DAG*Sv;A1ut<<;7FEzbF z)66h;HtJ300Glhj(nZKg55 z9hvKr{QFz{t6QK!v1r!8(DXjmLSq456R75&OXKnhV)g|8%CJlLZ~sb99*kTn<_dZ2 zLrFeLYCwDt>&EG?BrV#WjWEe62#&re7F{yMMr`V@)hmKR8MRf4W>7QFuTW_&K+_MD z=ftQMh(do)7Z{p|I4z1_oep|U4P8ixxdTWPFkx5J2*2(i%-<`5Zb{O$Q!&enk2m=x z$i#H%@!+8fgzbVV7Z!$-BuFRCjbOr%I2CoTdCAw5e+FoO#%O6>QgGAUU!=xFAT=8A znhpga)nvn5S&ucOpdCz}MrEop?KPQ%jD+(%#;YkVoj__2VL@uXT90N;cZmUp)$&8+ z@KAqb_aL7b3Vv2;Lx8n+1X$xtr{Q4PKx+|T?Rb%a3z%Vn)A55Ty=+TILs=3wovo|c zm{-6r<})O5piv~Pcspl#7tF#qQ)f-X3t%aZG(ogyy7X&!I;m^ch{-@h7oF5|TH_6I znveu(|C!>2(N<{=Yi_Lii`+WRGfeVcg8bSOjdm2 zw?ziOVOmIT#v8Dg9#rS!n%1>$MoKrR$A&Ua*+YyDZjSP{f;y1Q5?;P^wg7o#5E_X? z=^w6nx-)1>A}}P+;D%kaX&>5b8^8(Vr)h+(waVC3D?e|snw@nJX;d`dQ1Ij^QtNRmtoR9kaWs15=<*pXpuP_03(mC;acZLj-rNz6v$OeOS~x@tv*Qydz8I*K zQVd5M6?CH-AiUKfp4LFQJy+dF)Ku0W~Xco zQ``b(0--W4Z|cen6mM$4D2=V{=N-qv;=)cGIJC9xN%r`n17(7|aa&lkTZJRS55n81GHg4ftSd*#|R_gS2P|RXGH98vIIX;27C!{-8}&QYRFhGlMoF~bWcE9+F&(83Az<(1hb#JBK^ z9(oBBEX`lCWDnRbR@Er9-NJO+vhFf4Zlbv%L<$<_78jpJp4IyJ-uU*)N1G1+Z z)>dDtQDCCy)bb@wh!^lvstjcP3*Z1{%7h{#q~iR}abkb@=%2Lu}d^$FJ~!o6puL ze;qz{3EhRRdT~AZb@=$CYYT7p7LLj~A~V~$%Kwv%5UEY{Y?$AB+q2owt4D2dtF0Ec zDIPQN?Ne?EZ}zsymCs)ZhmZRP$V-dD{@ZRz6A!~4-_r{-#iwjzb!dGuWw(T-ZQ6!d zLqLTYuUyznZS&Mk-=3h3{G*BZizv=`4qA&_Ut=}e@=4nIya|h@z-QJ*<-g)F>H+CbqvNrGFZ1!ex|-L$i>e& z3`^zTNF3Gmtx1zEi?N;lOs<8iBoz+de)pYQ8gP;FUNl*FaT_eZXpQT-Z^MgPN;emI zg2~GD_)2E3b@-@Z6cH2aPYk6}e1iClEw4#}n@~uR} zHJx7HxVSMypJ_v;yR+l=>l-4|2Rs5DL5lT{{5Y1iS+%5mpVZiDvF{VFuJ`f0z>{Z# z)xxow2A3vYo{3f0K4(Rkops^nukbKh&9qXw%@($KTgAqTs*Mh0xo6kjF zDgvMsL!(b!R|=cmgc#|_(Or1Mn)Wiy*PQS=WpJ@`q}Z&-r{yh;iZe7H7qfwF>~rHf zj(~(g(!FVvLevY~xCYoH$>Vs#U(4V`5`$Ita^{x1**kE>UofvL{qOloa>H!;-`J z*xw9KW%Q^!oaNneE#b6k`XTAB*WzMGc08+Z+?I9+2tIp6&hRFnGjJuX{;HA6#3s?F z{$QhGuYm?EUT((Vo8Mb65#P1tnAtSWaUkHSR+HF-cd^uq=F?K`8P=blq}`88Q$8=R zGb${ls3c^i1eh*Rzq^aSlcH=H|AC^Yck`&>?l=9C@#jv3{8%CGUCs^ey7ue9mwwKV z-UT!{FQoc+h4DAP#*(g2a`DeRBi&_l@EhKONEV}SB9F@o<^fbpXjq8YIJEQs46!|t82VnPXoat)H_8;h`zBx~$JpK8t~79- zPvRG`=_TuDX4l*1axpTFa_M^C7qH6^QybQJ&ShGWIv~fP$yTfvd>2LvxXs5Qk!=61 z&7T|Gt;?808^@~3w{Cwa>MDWQjNg9zlh_`xC0CCs)v6}@hc&%W2#`EM+cfKbtBRQq zs=YZTR)?kaXPyz)$yygVzE(R?Z>q758Tx#UAEQ%uG=FL-8BSev6f!{AH1Kyz{f|w9 zs~-x&Py8x-#JU60K=4T5XO$;~4a?3EHk1kU@l%CSZvHqq_OfNkC%MDbg#+$3EzfEDV*q^K`{1Z!VbVhO?8 z1^QSz>iBCae-N9U+$c(w0*G z-y=446Xlh}8pt7P1v4pr4+52c__+9U!m`6nYWH{cqE#3*O5-P8W`bYt%{ zABj>@mU$_KVPaKZS`I2eMyb8T6p@X?7hNM9+k{`b1VX0$0plY-=un%&tc1S!B{Ats=y(?hM~%MWA9Fylu-Lp-&Z|W*^9M#(P$E~4V>V`^TORh44eJ;V(gu(-Xz%1FR9J)ftYoM}D#!*~`mEu?gR5+Iy z#~ctD2GSZoa*ddGXE@W%N8>nG(x2t|DVj-VHhLVjfxzn)4aE7%XlAj49P^pn@p+{T z2xlfSOKym0Trc0ZLNhu|jI2?Z5(DtgQDy_!3>jd0uballuGp+iiF6&8k94D@E#){6 zoQb#1u7f#q>I?xL$p$P2%tRhI7J&jx*_YzdJBm#3gp0;C+-2G%(JIatqu?%Q$DhHu z=zh5&$1+xkT0BGk1TXt`WAJGaj167p(uv5Qo3h$}sSQ>RD9-|#;v>iBbqG-CM;UK32(y}rsP;xMPsZsf537VfG zlX>K1+~#{U0zaBk?rF4L$LaI%E6+JN)-|$OHp>1;2|ug}V34jJH?7WcFdW2rtt`PC z&a|9CwrMcAy%12UBR~l3tW#Zep~hvgyQayo`n(8U*)DjKLK~TA*d^}3YF_Hj!Lp?6 zM?Wgh)L5r(gn0?LH3?SPIIA?mDO_3MxfR_GkJps;T83S164>rn&3CFCq=?EzG-v^F z1qpUNJIa}3;4X;XkYhz@PaQC(QQbrxnA-%RFq;OWeTq?6itX-)Vp{EeSY ztD{b8_g6h=&2LX7)6hFRrkuOD6x~(=HXFJZee9I=Fq2Roi)(36C_)(yq^7|DR2MkT zNGL86^d^G;y?E`fskwg|ul)sU{~oY*m(WrJkHc2|J#?NCWy?B#olIV<>zYUx36$RO z?9T04t-u!qFI-e&4MC6cY$L`?qKFTvIVNI0k{?+N)6e0?vXEHVGnxCHyj6%4F`@QkX&Y!i*Y?fJDHGj zhf3BrxIRisF%{yl*H?50`dktm6F`r2$QmUXU`3xYR0P54L|l39-9UAKx{+=g3ifBL z>iPQkUNF#X1;JnN+@4IR-m-tvReJ|Pvo=R3}8jrIw8!9nHaSffPKlH7+G z+Y09CAEe33kB7LdPcWd;1`ZmOXY`qPhNyPg^&Q^Fy1Rr+7loA#z`UIJIh+zqE^%cx zU()q3+~(D!KcEbivSgH~@6n$nbpInQ(ZIH?DWT~stRCO)+E1_u#8^azT$P3TTS!g~ zK2bk=d<}$$86y(;?*()6PkySYZ=a|Vh7n(WaRrZ9*i4~Kc;Vss_yf}Tie5lHAm!?h zni49tH$LGgCvxsf=+>W8?Uymi!=sZn}-x!^}g#TTTk0! zsC)0~X2mY|?P)SrDV^_eZ!TXkwHoovdMI_o{G%z1b=`h3^uWlRRnr0|k@NZKhv#Kh zZ&IzRXi-WCf1yU_dfn&pZ58C-IWp@l(X5A`q<4RmrX2S;&GNdxc=!nHjkrBg$$N%> zDhjx(YSRU>vDbITJZQCg$2=wc&Wt@*$DROdFt26TJMa%0$T6KZ!tAtxa$briDblSZ zbjkU)WAjhW=BbC?S=h=npBWkInO74c0h~i@r>Sx?Bg}rFG2qO`q{~ z`^Q;udAcvT@5-CnEZ*pz&(fi0-B}PzA3nv?P2zVK=$qO<404`bk>goDngOwz<#Bv3 zAUEu(BKaooa9WBKl)(%~XK&=&{O2rq>zg#ozs-Wk>|aU@7kF?eR+Nr)lgBkzSP03kk=eMcMKz?S4EFv z!AZ)I@3tbJ846UOm#g>pEz+aXCP4|o1gzrSZwX@q8ch#Mv7l>k)?WpdqFJl zceZxEAe_Depj@MlEQmnnSQ&4LQW1yL9LBZO2miowo{Q6j25WMY=qtN&9L>c4UIvfA z2hbBTJFZ@_<`YrwOSE1DSPT9iz?!Lp{6MXb=>~McNp9VkeM?Q^y`S0emRCuj@0gf> zYrVP2fxcn2wo|p|^qTC8WXGZ}cFs^Ee%}l#q|uhL13mB;tOeDiNjYX<(Bhg86tB{N zy8WTGGfMWkQbIXqcW0d);*jD*W>wWl46!tTI$b|VSwaoa6&o&&16?P}Ag&an;(+gH zWJ?k&y>8cAIATM`xrd1*51=u45<8t5Y~dG2)n24mjlLn+0J7t?dqOpNn2zoT-kst6 zK>#(pve{TaAEYQ-25L6cW~fc>D!>5jZ-5hFGJCk?fvQ+1}J4S}xtVlDeEpvsnc11cAN^NnY%>}I9EHe_fMXI|`+Bt zqPegHkEaDTLzL2EwRUT>bcoUE)f)4O+A5pHZGOO)UFr&MP?JV;5m<0|kpKq2$5Gd+1QAs0_FyV|}7oo`zHPg3xi*&;!n)bZvrR zFfnTiZpLCQVzY7`tcDe?xTn$Myha0);y6lSz`Y`UNZ~iTEoZ<;0BJqZSe!aoU?v0( z?xFG`aV1U7bzf1QUV*W!$vkw6*IT#ds;gzzsSSm~$~#_|qp3 zYY3lG)DhBgnVPt-iQiopy=?GU1`%sqC%UX{N~92HT=Ijs#3R4KR=V~ZMTBaxse@l# zm#aL^$FeFlP49nx3;7qU{RL}(-9pm+C#;1(Tho;H`1%6B@*CF9CZS^Gf5IA>QaJ`u ztEk{ToAMjhgn$HCdmXav$@eC7yW%+{bd|LO@^ae*_E+!^G`Uw z9oyRX-?rZmau}9pxw}(vLojIRnelDAU9rFud>7JC$7g@wgHZj^LNK+-$)fciSPMMT z(C`m$tuALNz2677l-{@Pj*~siU`YRo%z<28iQIg45U3%kLH^Qw!MFuWW~0!TH0iK$ zDtF4G8=7qXVV2k@JCWftC%|(;OZ_#Jgi6PKzfX&p*{SF7W0k67XYpmO8inPtL<6EE zn`reD+56*z_oNE1-NBKN3?81RavRi8(0ZA>F#uHah!%T4%ZrA~-JV2Mia5akT}v^PP> zlD@;rvxs;yZo)bfeUi?+W#$Y{;RZ$m=`ztNp37d`j?R`5G5l26h+0j4d;NH1 zyoypJni7B|&R)SiOH6LY$Q@b4pN%rwq#ot=h-N5+oXS*-qN3C7E4Dx8jTRtUa+1E48nC) zmHhppCpSMDJ65sI9TTT#z`+xH)q0<6TcVA}>UY_WIOdeDS!jJq{&gu3pR93mbcne+ z*z61tbfu;_(@aV(FATkNO|F4yFl%F|o^>c6xGJ}mowWN8H74rS$gw{ks$rz9-3R*q zGH`OBeojk>v&(rPFt6u;!BPU$`Fw%WN8d3H!i3@PS>dNfDxr3#opVZkF1n;k~bP zN!{#S!q=u!0H2+TY401SitceuTN^0&J+o9r&%pz9WP!cK;IGuu_*=CTiDGh{4l}Y( z9Nxj_`k(v)Yss_8)tYNOmM0I2>;4-3j-Mf9)K5|Jsejfg`vmY~tJOr4di|=4yP^(7 zZhC0Zo6jpJnM&`aGNVohh28ja`$zIKV*51?SNa(dKV`YwOA6i(YWL()b3E|c0X>}E zGXs2j0K?rE;nfiyVaTu{oa$96J-oYXwgT#I#kP4Qumes9CG2aT3stayHsdzKn;pGx z&(|R3Ii|y>$Gga8i){VXl7j>+_|c{9r!?4881%97WA?R&MLf zV5djhfp0vBAO9Sb?c^AZc-z+MR;MPRCC8X<1GbIL01!#;*2{I@dU<2IAruLv_ zMZl(sy~HBJ^(lC7Jo;KpmKqSvav&$j?V^g#qVTbt8#Jdx2e?A_R)&oz{2TF^YScFL~7%J0|5y$hqCI3Ka$ZD zas#S&u$)ftm9{K_vF+R(%!_`6fK_1gTNt26r3MKM7NNZEF`YClgj!uZ$>Zl#!%>-M zBh)gL1rkJtKtnB5Q}E3}*CE^(JYgtn3@e*9i)S2>#Bzgg07eiT0|v-!w=gb2MY|Ii zD~WQDG&a`}L53ji?)Kt1qvBhh#Va87okfdJ=fy%p4qz}8an9;Coc*vBTez4!t>~Y1Y_R2-F@glosUg0} zN6QM}r8KFm{M|v_sb$;BC>kp)^r#K29$3oqjc+`_=v>W-6{BZyq)zHq+@a5M#W$y` z#XWj7Q!5{;m#vKTDObQq)m#Rd9n)UF&6Fcm8gcsSVc#G-)%*{AD#eZ@6Y^_ySLMB*V=92T z(I@s`Mujvp+Oi;_;-zYD>fDEJ5TgDnb5K_2F-+??t?|TVK`!9kl*+P_Yfau!Bu zSlP>oHJH&%ywYF|$-SoR(&PqR2EsBGrGAVxjBkaV`{p?e*t9w(>BATf%gZ{>p#Q!m z@SjC(e_yiwm-P0xYUKa2s7>0pca_w}Enxg#^p@;j+@YL+JB7a{R4g_nsJc_^vxOHz zcJ11|a46UO9kpTW!@O5oS5qZFJ#h~)*)qP^3|B|6i0qJVv9xZvCRud`3mynzoNS6tf9GwTM`~A1sCU3cEZ9E?*Hpqr ziRhcNTj?|#RzGJsd-7iEQvhmPbx4K^aJ(HSpCpa`)V#s+ z)?^Y&9M7~zy(RRO{Y%6~cTod96~k5K8V3OJk|yru=D^q&CmT6U)>VA$lMr9S!2WW78*P)k;gY-y%_x^WGt+$OL^MF!N}@mb~Bjj^X;e7Q`9K5J69+SO=^;-IG{|N6a@vqunF97vFLbyk@yeD@3A6Fc#+J<1 za+@n>4A=Rz*$8*@*E*Gm?aMbadns`0nX;_1oYggSi)380P@BP9fnm9FaaRO6uo0Rr zV6j&fz0__MhNU|vX2J@uUOh&Qb5ns@7c+c3vmyjokph9eEYB0WrkLs(#&Q{Km4$-U znd}{mA7_ysz5=D++`psT4SpxvUaPUY#X+F)IzB76`}$59WTJx($1DPsrKqRmZ?hSs zIjn+Z7l&|dww$kj$w^qH338-;S0(bLm0;e+VUd2U*6mB|qX*pItRBlQw+TVLGPifS z;(B+BxuN4nuI3==6~aa36vn1f__4%0$=lGO1XpX+tFCFHk&bW)KjyC$KbCR(0S&Yj z@4X2bq=3Gyqcz(uS7}CS9EISx-jD8ynA)l)j}0E2RdW-e`am!KZKe0n;m(#d5Z53We0n0F){y73L*bQZ3REpcyQJ??N6ln z8ugO-Q~;lLx>`;7n<@m285zyk-$CIINa1&!&Jo3SQ?A2<-E^j%eO^{Q-zHHTR6bpb zw~8sNc0=IW29!B1YjE55x@9{iUZGW`9q zZkMbf|AiZp3J?~Pj=;MiwOw=ed@{a#V-z4I@yh6k2wDHt@A(GTWQJ zq%Xa-0p@L2OoW_JE2*J?)+!!v(J)%Twe%Xf6dB67J^w}b8iz`^#?9F3%xz~&2UlSgb|Si5z!Q7KG&losed!v zIfh}JAWD3IKF{bv4ru`XU68c%<&5`OB;hkRNOYZkw8ELl#-U1DzYuw> z;(k^bZF3+Kt|lhjM{JFV>4#U)`~hofu2*GQLLog^d-gxOWXnr3@pfV1c0vruxcS~T zIrOk^ae7J;AE_+kIwOWSfGEL&gm_?`DDkx+DN*)hPg1vRX>+~?% z$aL!&#n(py>qyu*Qa|){hG(@52kuA|8^zC%zy;P*85y*kj7XM^3K3X@Wzg8ld%AQW z;*hJ9j}55ReN!FtI+H)|s~0==u0AS7681riWXU--z7)?ff^oj`7VSwpD80#yqc zhNYSkTeqA*CrniN>D+T>Fqa9HUm7SL8W>YCz&e*x&44KquMO_b=FmD?Xd>B$j$Q2? zV1i&h(E;@i#hg&nTPmDlwS&0|<;vTuFrGjk6@U8)b~Y~WoC$BGLPC_vnBGJO^`{ob zkA}S;rl;4EKR}5u|95hqCsa|)ak(XxG!V0-_polhE!f3xYs3HlB z(NnChv7Qq8h_+`2Hic6Kym3&rj8S+oR(Q2ft7;9wTH*ZAp-7oST6~NpB3u0=mztV5 z#2|`)*tDc>T8c4JgPVc*rmG9nkkhK95yeR=5~x4iPyLYE!?H7dLRFRMT=LQm1K%ib z18<6^Qt`++njM;O$JHa2J^Nv8;cPq91fB{JEuHp*7>}9Bn`*c$(v)|?n7LdNx0U6x zilY~GS=;GrqG){EmEIY-tiz?5Pm);^U_VLaCKpwkEA&K^0xZ``4OiWf%NEys%Z~LC zw_7zF+DfAcDv7W#oUL9rS8?)??n1LuRRZj5ULihbbH6ODC!UvBt=>wMPe6<5j;T71 zcd$|kP6XKcMFsKHa8`*Og;}W-#RdUB&rwD0s7xP}q}OGLuNbt_c@U#(yBMf^FQadQ z6nJZ))UCOeL?+3@t`-B9pCS2NetEeAXr?M?l24Qt5LrZZd#AjrYPGrtZLfGxYKT

8KV9aE~>p^@;^6HxYN@CP6>kace#GPtb#O&&ON11Q)w6x&9|5>m0X#oo_yA;rcbn*uAM| z!-5sY1k>p>c-lPC(D}7GAXH*%lMQGKnrsW!{`PvV#R_Rd%|PTM3|_o?btT$a;VZ8b zSioJ?<|8-%p{t8RKR$Rz&;v{Y{cuhaFZFfmZfKEv!Vk&nq7)@%Ayf#} zJ(Fs{lXty#wFx?`OvD#2#al0~HD$M6 zE_;Y!hO)U|ua)5y7mLsYsXsiSDkApN<(OXlFupcDifF7gK-=H<(5=my856;fFghNl zKF&%NxeXJ{I8vD8(6(4`L+h=buj7ES;im{w4Oa97NXiZ%f0uG$iTvY0X8^{6`Hs%|-xSM{SW>O~Ei zSW`yf5k3>D5nbzop^O>xf|FIByxt}W#rCW!U2m*&OFCs6mF&q>uXt%-cQnse6j4lU z?Bu%Yu&{Z$_VKnZOb-i6^Nn*%vv^xy_i)~ zSL*=Je#@-YbXTLY?lywFIth7tIRWHdFqo*UnZS6>1(D`rBn}q!HGWcmt(IG9jDb4P zxS>#mEf@7hks?jl;*No7Zoj?LNF!iOkb-$l)wR8e%g({Zg@wcBWM`x=K1x$FNl|uk zPNE0Gf8|@i_OpFv7tcAv7iaOqP$j&ty!6vYwV*BL2}vryf>2H)qE55fx3}xwO6#~> z|2Y3R=i!J`(>Ou5OWCpRr!HnoQ8amB-f0mAq_kX-@awtkk{0BNe3roO-F(E6Z1uCg z?;@GLCdFK@D{yTYSVrptJC*v%DdlgbPTpL5PC~(p9G%~Vu}7}+h3XJbpt*A(nD*HY zO*+i505Y{Bvu+ZG%6_CJ5>%oNpAJn6D8}Shf6CJrrV4UxS97`T8O*eJekiYuTFS5Q zv07!uxBu4VbrHr#$B{owVPlFn?+ zYNf2WY<%`9%?aYxMmxWNB{*Sy*;ERnbazg&foQdj=F>vT<-Y*$yI5W_uJ zFRw$_`5NtB`smRM^9VS|E6S4GJsB>gJlyu`8ybZ-k9?b~c=MNe7^N8uc%p)&nC>_3_MTb$W&d!^!0}i2pp9%^45()a}9&|W6 z-sc9^Q|v`{A*)js(x(u#F|UJ4I5oZoE~`s5Fl7?6D(RCHdG5>8K-BTQb0|?7m_cA6gCvMNgJL@{x56lw3998hzvwd^K{~ zXjd`f+~4(R+V^CNWn~V zt*Jk1Ps;F1_CTU}sev!(_5F^+!!HBMlx-bB`r=;pZ%yp=3~d)Ki_wh<$&`N+1`53_AgJBoJ}Wmo5| z@Kv9Yp^g^++@Zxt=>8@u4LYC+6a}AGWGLFRKOzxN`zp(cFfc$mShN9~y`}PSl{B*u zZ-Pak>oGFhttrIYQ0Lc~Gx(_O5J(Ywa|i&tzDSQWMWiTaI2~jFsNiu;a%2_RFnhfp zFb9!HD!$H4I<;(w0ZX+Zi>)Lwz0dWWM}34-s))-`b0&Ea;RiD1aD z#ew>S5{okQzpSiwl&8i^t-P43K9d|-#u)EvCyqoDe@%IApxpNrSDbuVBgQ6 z=CjK&6{A->m+ND2tZdb~gw?ktb)N!ZD+u#d9d(-Lg7q=kc({|q4W>MeRggg|Q=p2^ zM+>h)ZL^Uu%M}}2I_-z{km5LW9y{CJ&7u#cV$Tfnb(8?}=QiU&Q4Tf5=2*#{%X%rb zg=~FTJg-UmI7FM!j(5laN=?(eVSwqv>(9*ymb9M^BZo`XN!1mJn?-xuL}9T-vNP#) z$^c+ufrNc}j~W)+0aXTM(wM2o8%kFPrUI&pUk*!0^l6M^Xem3PC{MPmIV+7i2y3m( z+XNqJDe2hGq(E15KY9x~SLby#sM5N-?2-^YROM?zI@+gHghLutns%GF*n3esxQ~|< zU8OLCVbs4rEsEX*FD@xBy4~8Bmc{U?eAl@|BDhfJh9#SeayxhUb_qhrQTdoXEZg6r5 zNo^WjrG($XD&dK(>~}vh4u8ys^WC4`%6pOTgD1AzotjTT`vCPaYe7r>2y*&!eQktx z*JN(>Pduk3@^l>+kEh-|L0$C;{(LJ&zIAvXZyr%uCt@|T0lG7pd_f;^2D;QBX>A<^ z<%_yc@8A2$`b{uu%Ha{|(`K@X5P;aFM*O^E4m3LSPN3Deh;!E=_KsLa;9Eng(Wf8# zgx#vVRZ$f~J*OyT`5(4Rzv9~!8#?GW_(AGaW-ms+3jD_H;5%H#&dqR|}%}-AEWwqS>y%Sr@Ik zVEpM#dIz*K2P|hjhC|(MXkl|WsdI|$%}wKtp4{H=*lo^_cB9+(w>r1r9-;dn&QtOJ zo7)XS-XAby8|}_*%R^JV0KoX6mCM-dt+db==ISaw0Z;qxPsGU`;S;u&9#M7ez`16Y z&ppP-YWVKG4AWwLG&dV^U)z7l+kvRk=xHjaCNBlNh}$E2_<@aB6g!pawcNiFwy7RV zjs8)_IazIoK#Pr2o`3-kqa>cdYvYKcfJrH%M({OiRS8(xXni3nj;O$8DB9#ntkYVt zx~)1qH=#$6(7=dxD07qK8|$d#OU*-QugJOcaGthE;d;X6wzji=(b#2Ik3}Bkk{mVS zVx5|FcM#>f)tUSbm576$#GckA{TMP)`Et&ZVWzz55v*(3sPv7`(Z+LF#8;Ⓢj1+ z+t9)qjG(N8g*m=8S$%dKF9oY#J9Cx)>Pu3YyO^gwsCvKtJ#l{f%)(v`j}8IvjcSp@ z`(F}+AVq$zjW?1vJ$JgmP#d32Nu3j1QH9{sz3NZ5T*`Ko zIMbdT-*OA~hZ|oPw#4Vk@@y^ z9%~pN$A+w1-tDEbarTVWn{_zziU}7ZPzMr$<0cwarWGGxtPaM4YZecMl4|mK}z%MXU{QfFxyjHiT(?B1KnG&u_d0-=R|yj zZv+gM-ii2|ZHQti>fc9*OL_ulRtCYeJ&O-?$|BkqEfFJ~suPmR4a|FL0s^k;M`_bJ z?V$U5nsZZ?4_#G=tI&{vr#lYgNsN|m%DY`0irSeatyh<5k>kc6T&ep*w9S}81Dkp| zl^z?kxHo28+3k8SnMvf~5Tx;9SNpMJ(6jn>O-R6GMvzv~(*EM-D>cvVreVFF+!p^| zO4#IY+K0`Q{7Kl>_q%3w|0HZnraG%yIdemWFKR~(u8RP(?$Ty)&tG|=G6Wl5V*-h> zT8Hx49YxDnZX)jFN5;=l-;ZimqDcIfbEngbs_aj~mcC21PEWca@%>N2rY6}bnSTx4 zdwW**oJ{4*OMJp6rdUL&#Ov`)d-7UZ^Kh0^w4F~+1|fJxvCm(&N^hGe!+>Ehu1LCy zUtQ-BpQ3Lz=d(>fnwa&gql<)1sS8lgI1l!Grg{>{I;t6VBrNVYb&}RSrF9(&*!-Qa zy-2Z-+{+gYgHzj4PGNu5`1y|Vb|HSRuPxmhOQ|)}!Br`*`%ueP?BVCv@at=}a5pls zfI52nJORfw{Q8<>_82)ckI=}2wVe>hdqZVB#fLPn@d?`s>*$cTy#2otHgv^5q>b&nXY^Ov`SH?7VQ8491mdr&wnO=tsf(+&7k?}y86k3K78D&! z40(}L_@d;BuMGg;;m@)o5%R|yDUSC>;zPEKNW3?a*Tj!EJF@DZ^rjaU`kI+aPwaVw z#h=5rOD4h>hiymE#E<~|0$W@z6NRTw-AZ^{b&yquFg|3vnxmMW5kZUVcf+%rMF-t0 zMXNYKtoa4HiSUxr`Yt5g@1XRcPpmLWtO`i1$xHnInp{ij$V=+#Na|TgGCq>;^Ye@* zffmo1El@dcv`d4_;6;ZX<>lf`2*5Zu1PKcYGnATHhsn1a&3sLoSP*}1AlodKqQ7BB zybbYh|rAD`2joJxTqnM?KDLoWk0$z*eo;=4nAr7|Nw4f72&((-^t7#YW{TH3l@~BFa>V3NccHt@qJ} z!E$ZUg1e(ow|2%ss8pU^mW^JDc%=Yi4E#=CPLZvKBo{M~45Y~m+sw-~Z^^o@23YXd zOd!Svbiy%129Z2af!Z9&0B>au83~Ad9n_?T0bazQC3c==HXv(XtB0o2X4uX(&7|BM z2?=ad(lSWdwB@#QMGkX8hVrb1#n7!N*urL3eXZivS)_ffay!Z{uNKOZSvnBj^nV(TyQk$y52KVMNNV<3lNrCPdatj@G-0yhGgSV&JabwEb$A}4880AnBXKO0Zb`?rZTBFDi#7yFIWVU(K#*Eq@jU6(Mv$fO9ubOT?p$0F|gr zBDir2Eipr>$x5-;x%&dQaHU@^mYjNjkT)@=KocS|fxzY>!L^Et7hU)GyKT#eG^>bv{h`?+bU9V$GZ zZny2w$%jcfXd{G<@3q{ccoNK!SQD%<_5Gyl7`0jaeXHk%RO|4pib=T2>}wWNn|XJp zyf5g2uwSdSC9I1mz9u<2?WcGw{00E%M)z_7b8H#~a7Xb!Uscn8ZmM992rM}h8>uA# zOoULPpA$6NJtezxBY5$u8G*QJ;dk;K*@&qd_wxJ{lG26nCvM}HUZ0j765sJ+&#?93 z7?n$0+mG1m{&~?O^q15n(UJ0)x>FrcP$E(O(=Kd#)?EcZzfGD7%fProN4}c{?=)Dc&_x-}r|Vi7FO#*0+dU)q(`K8$ zs(1g#)<_8$7%=dr?qxhxCxwtG2P~^zWwF1LC>BtWWbW#7>5K!*Cz>SqsX|`Kdn_Ic zZW3kqh=|CMG<{B7_(@ZJEerl?3SkuO`)+H9-mG!c@kWq|d%3|hsrI);7?kCfn)9th z1RST|mfS4p60PnuU#LBc`h_lb6{mkOm%1MtG^CHx%*3vD9r}oF&#uh-EIpGmbnUDt zkJmipkQF~jugO@xJ-#_nUpR=l!^t5tR{f5EL+8@XAJ(5%%%&@7G!x2_CJ&)tYejv3 zZpk^as}!dC5nc1plba8t2Cu4q(r*sw{uCed$-I^%%`1BB?Ka(vs$Kz2OsMVG!fUV% z4fNqLN0`zugwR;&*+w1x3PJjySay))`Jl01N z=i=wkEdBtjv#^e7bp$up?N~_Dy*e-Kya_SKuk{UT-EsxCWPA}fHLRP&dfwlypD{ws zF-E$-yrZ0Q(DQhk`{vZcC7+4UEN`K#&c0%FNu$!ad#WnanDin(Tb&RAY02P&sb@qR z^aR_kA`d3=WD48n&*-|pkk52IfK++hBGtinPMw9bT=XiP`p4Bf+~<`}9`$vswYnB~ z;iZ)S(<5vLslh*1+3pk?h0Ul)!|5HKX@>#$86JsfLkxzB!PUoXn?;-|e_-vt z448+dv#&84HcZJ3;+wDt)r`ok+i;9uqtR>DjD7w z*<5l|qZ{mbBMwa=>R_nM8@+NpBuUJjx~`t{n`~M@ju%F#sA@-#E_cBri@hl+-+VG` z3jY;u@cg-fH%8iNJO0BM*u&uq zMjGO-;ap<}naA$BRsOka%iF~42y3gMe>?uw&cJ#c_wWTV23#`i^Sf!@0ST5DzCrT9 zf4gftz16}lx`_ze__x9ARf&tcHml##NaXLkwsAE7xG_Zek2La7UgYt`8k@pD@7fgQ z@ONzsqyj%h!!4i}n*T_N2s7glL9d83v5P4-9z7l?7iLlm>3C1l8fPLxBRAc5!#clw-YzX4=IughcVuk;iF|tEddYdTXTdbTS5Untj z^qD(Z11Xyiikb%9#vh>FDHWA(L1SCZ3?MoV16DR`rb^Yx?&UJ^gJM!d*7@t*1%$L6q-jJ zcwi!SU;@F5kooi!hAY$beeG=Rksn&N1NaDye`^zvH?m%k8^iTc3W!x-R1_wVIXL?wK8kUo7lPg0P$j3j1cSQ=2;92d^ z0||+}6y@k%#y$*$DPZ;HklEA`{EVh-M!r(&tx{Y_T`i=awks^IopBuym>e1XX+hPa zPczBL`t=ZWvIeC|DA%l%Q`c-%4`Ex*(?Ek#olR3YXn^EnIZnjP-#aLK(F#=S?BWcx zoSjk+2dG17WiSbpoG9bLbuIZeY;kF33@;2Nj;>MT!hNN5#V2!O=nNWX*c@~+kHgAY zyLAl%B}ir=NU3fCbdkb{`gm0mV7yyMWQ_e2xK{i*RCqg6{IdMRD(G^S#t#}jju`$B za`3nHf_IKqeY}MroN=Kseq@_U-(`rWmq9dryRc}~7&^uq#jCIdp{y}gxHFZ#Orur3 zN}a4^?BkTRW~#{%Q)t(2rnsp2U_1ZwwwwzWcV;J4gbLtVk=d73B2kWR8bp<-Ntb5o zs+!*4;i!s6ba_R>gtg zl=-!-n)Mj`<~*6x*d4+c{Ipg|?Hlx@CfkxoC5=J9`n0V-Iz{3_$L@ebup;JHdI4Y`Hd&EB`ps9>wK0bu49Ll**n#tp`LM^I9UK z(5~o8hIwZzZ`DsT&OZifE1K_5wK3$?@ok$Z=y!Sv0&4oVOLz?n^7K=W6EbTZ>OXO0 zN37kq^Fb&vU`!1f-k(?aoK(#PAYKM};-cIrE1dsZj{m=j?QdfHyBkSYe4&l}giqRb z{d-quWZgUPCX(2WKi$X#YoYYbe2|dAhB@7(Kz#}&68MCc{{^uPJpD~AWLu~pD1a0*AN{fS{Df&jF&bx2kIJvi-6pxZAqdsjS_NlF9`8F9>KQyW? zUwieXd4)>L3vwHUL22uqEJDz!DrHzgH_PRS_MUnkE-`SE)i1);j-gM)5hlAVzc^jM zU!OF3IrXK))1UQ`;N2l~FKnW5EQiRK86!cP1<3$JI^g;U_8F4V^m;TYyNo9N z4E1UEO?6Q>#+G8zMTu;p`#0h!h?A~&o+8Nex4h}>*=~N2lq-q2E}n)lrc!F{siaH` zR_b{_gKnmywYvf@C4U)ypRViq&!%7yX9=a!jM(;l{@}O#S5N)o`x83>o`_p7c86m+ zCyH*|bJ`hoKyk8-I)3)bPFfo$u4I)a$P^5Go?3cFhxzhA&8Mi0@nGSxXdvQtxSi&z zkvMOkeLgBX0rkNq-WVkv_RxU>Zu#@&!gIII8v!K)<11he%w-|rG$zgB@Dt~8Sjt1M z@|k!M@&yt4()~iU2leyzE#h9qmOoOkIl}}1U zQE@jYDCD}oN}B37g0EA@OD2#g1A{7f001_*J}#B8*s&7cch@99Svo>OUn9t9M)~VI z22(bU@=(;40!7Ny1f~<5)f#R}zF@kFgz4a@czcoBK->^qD8Ixq>O1 zwqV`NaucWS(JttSV?{b8RMZ6pFQQ^^>G8Gmb^6&7zxh7M__^i!Lk1r!{XLbJUwxf0 z4V}h=nydOZ-dE(4`PQ#14)mPEXS4fn7HLE|bdHAD~ z&gzFrdTj2I9h0ND$tG!SCUBkGD!eb ztJpz8)zV6k->yL9cHx-3;zRrxNzuY@Vj z^^~ybTUP}LYMM5UB>m|Y-4h>^VGb!DwWu0ifikGR>#Gs=`=D8J-Bi`qYF>Zj%T!)? z821N}d3xCL@gwCf?(wNt``j~*qNt#&OI;+VoD4FDnXdzoJUJbqkcft98{WYk*^$`B z?qUMW#<;N2D_m@PhFM+-(?)$C(68*AH)p2W@yU|57hf177B@-@#Oee9&GV7ZRV-{) zK35Q52Cb^T-poI*#qJ6;r1A^Clfu0!$}B!QEmU0F7aEUkOS$VcMOWC6@#-0Sitnx! zKhw;Xs2}(I+k<$4>Cj&pGnc1*ZeAvvUwxqFw_^UXzEoVs@XfH_&!1e6+}rmOt{b{B z{(R6=W^$*+zni3HxOsjFxmG1P-N-O7@Cxk>@|;k<)BQeRMT@*hM{3>>gQs*bgs`F?Ox)exAJy zwYI~1H0Zw$*)BPF`=S1E$aY9K_BiTCB_td#k0iu%TV$^>uT8(vu3dyg-*0&&>4iL! zl!p?;6WOR3$qkL9`+dmvActYR$?IJe4Y%RNAsZp*??X04->j$$XuEeBdPnraM}p-J ztPqQ~{l|oM7(JEs8U0}{A68VD5$6&ePJjTF+3e~^5;-u}oQiOh(t6=dBzV*RQ9_yI zf0VSfB3*9MDaUn0yAOGoh~2g(Qhfx~pDCAiCAtZm4S`_LFke+oppN5=tQ88?M`l?P z>y>WrBv1~agPM$2vhtVtBOta8<@S3#Kz1(}M=Q{d2;SPnDB4FQVXwAoD3*8#*cyem zwWK~Gl5=tb8G0&qjGAAP!Zwh;;(M!U=M40kXafH_@|`ul9DDb#NZA zNVE63p1?m@!xxxEef7xf`5BaUCEdCuqgj#dmEkQN9LNU&PBR$*^7EQ8dPx&>rtI6P zjg?CQBlzbfprsrbOZ)UrpwouE>@YnvDTh-KL4`2AZCtHIScXKX0Xh!Tiu$bT%cU&l zGz_9bv^!zzQ9xvLigqdW*1VJlyK+Co+6;>sq0SVgQc~uyhOLSKrmTplEJVb3^$k)D z6Fi>Nr<1LyD*LACmeVh7IWE!L7|iA-m}=WDYNW#3G106=t$TG28!qtyml z6JoM4z!{kpCvKm02Bq910ug%2XeAUI5oPZ#x>pz($7ZL`sTOga$WbN~A&Ed$2GZ9F z@|4O%&v{Y^-P~Uwr7!Q?-&O;VyA?HL$#*E0X{_GgjIwTLr$d=qg7xf%FtRuEvn5td zKOLKMsYxd|Su}1SA*CrmjOLSRd-E()h8D;JV;3z5Tcjrvo}WRtTqF|bfR~R{ zmRC9!HRq}c@VS(g8xPhR;JX}rX0lTl`r9-iCi$7VK-&`g`-TINFaSI4S7lUdzI29d z6$aCU1gN-GGKkhRBddKg-E@1`U?J_4LYnQXV0!! z2P*)hTVvhh)%lcisr3dd3x;dNXAs5PIogAUDXz7~2U-LSmSt`R5cY^kd;G+Bv>b@} z$q?)nuf56ho9;`HXTzm>=P;={cDQoRb{-S1MU>0E^g3S$407v0U+Fm zlhFVFMUsEx+u!*1H@^MBH;=QI+RPu%d=iC)j_!4^3$?DpU`3J}37FPS%_4W%$yHKK z+Qn5F_hL!>MBDqIHDjC#d^hh@W@e*ppz&z4=$Ll)xn&RVCBt1Xraen|DfgP1YQGk+@ zub(>Nn0w;Oc-1=;oS(eewn0f?da_sb5PkwM_HA7!%uXRTb+vs z$N>*(Q|4w$ZzOdHKn^y-WH{Az^66DT&1*?&NtzljC50YFgGGpz$~JkpdzgeCxiMa~ z`)LMd&cNz{Wr<&09g6QsYy)`ix?kPBLaqpMOO7kjRFB3xC8upCyt2N3+)q4w7SZ#? z?*iXK=4r1)-qD)grJfTS9Y`JB^(54{x&ESg>_|2hbR^ArOj52Of0!xjK{dIGRz!Lj zC56@lM;Qu+(|^1b4z$d-mC&eGWqtoDiIJg7MXDc2e?U@H={*l_A;o1nDOVVCyvghN zgKw#X=S2oJuhX5&ykk!@XO1QpT8Z7RVN2O9bD6j`@{gNyKfJ(SF>g@E#!rH(`keK( zsg%Q<21~x#7qekW8H9vdBgp3R_MUg5vcWNdspZdi?6#q0oItrHPG%{~uI`uci@+_P z9uq)Cu;`f`f+*&QQ*d{}r_T%T0+1gHN zhy2Wz&aps+=9qi$K-Ki+-ZVSdH6FurGVYSjK9tF*2PVa@B4Ls zfA=NzanGjK=b$&=-=DpD{PcAEbJ+LqA1>YK=q1(u5_$8-M>3s`e!5p*Vx@m9Q>Jwc za%&$Xn*Ug#pXeBtc=ac6yYX)-5}iO3df-RBh;9wd_2=y~WJgIR+i5YL`B=V_-zt*K z+jtd;*Cie|7tS9Jf3i0bW>5taz9{L1FG}LGH$c!dHL9UXHNP33z0FeeybyO)HM zUFnciv?8VoA8z7kK*9hQ*&AIW>qYkV=yU3RtzGc^yRYf@oZi_A>1j`rJfzl!4@0LT zQ|--Yk1~E#R)LATe(l8-K8ITEy%n|6J2@+k7pdX=h0oroHAIUGWOrABv@>oG*2Q8& z{e{bZz9$vKeE5;1#kb~&_oUuWkaV^qUc7F_!2pbWf9uPOQp%{reXq9qI%NA_`1T|W zBB?X?7rt%&!8dRBxhx=FMWVTAc$_=>4UcbAH?o96Fgz5s@nhW1s~L83D~#(A7e&dc zYWZ(%|Iq)J-h1LD8efz=yeLX0__N?%-$S27SlflZMSw1fl7Q%s&O)r^G}_A% z2$z4&wP`y`n?>kf3~bx}HLz_g0ryxCyTi@(;gmM^HN9CDL$-hD^}LX@*Q~r{!Um%8 zPfHbHIGUIQI^>2|OgW)BH%O+}Gm@%L6z3Vw_n5~2ETIg)008-qijq&yk}&oN$myMJ z5L97Z@k%<97xv_IKFx<^wL1Y6UI%%0F!7<(H?ev^4eGtouLUbn28owTbImgOT%xl zAz(^RrteA8!Ki3b#SK{Asy>kK z@*?al2J>MR_3SIujf~z2MYR}vd+q#v$!(PMMvP{3DKQ#U zx|Qx48!@_5QA!Cx=}_qsL8U_sIt;FPdVW5i?|mHieI4KHxUTD```mxP55$Al^Zj@r zWd|E^AIMaN&7lO6%u1*#lo>w6m|?jR(T3)bg>dEB;e_}!Q=Sr6l36yzM&*rQ7FuWO zjAUC|)HOKQ5sa&w4i4PRIEqWVInAEb6u;b?W!`X|$^{8n4ap<`M^~lQy1l|Bqcpa- zVAJu0Oe+>+c;!Z#P8Le7l?4clAtg^CLY&=Gw{iwO?R^5uAoZ@e!F}hXNa@4D>OfzW4 zC<*`utE@9&=eJm?cJuf%A1wD~Xhm8nlLM3i&O4D97@3iukq;S&9iSYl`;>917rt{U zPi1Td?o!@EQC>RbP6JngUzu^qZ53<_iq1FjQi)k+y6gylYd>|h!}VI z560aRU2YkI!IpV{V;rex=iIu)5Z&n%Qohp&0g(TaKUri-G?bKD{`~N%gjo7rFBrHF z-E84YdH0|*_&3IB%^KQh$`|0(NpH2nzO{MlwDwa3@XD?gmrAw=zi{hiuv~m4*!jm$ zGM&pAM7+Yq1w;XZufp{%8GZPHNmF%B?-v{SivDW*J@s(Uhqh1-X}?ECb7y2$0Vu3y za%N6_wo2ELL;O+IeUo$hH80Oe@z)?>6xSqqQGO;C5-Rvs%Z8$x^UY^ul*vj#us$O* zsq~0sNl&sl0~7nT3cZlkq1!}5iOa zQJURNgG+T@@$EVNvYU8Yl#l>B!5TZvqqKkeBy^62@=Rh5K}q_?`-x}Xb2)wJ z1%w@C;Zr(-(Os?tAx-tmVnrL+C@&u$>x(!Og(U*H!~-8T5FZ3+RUVUs8=54y>`prp zMk42^SvG!=4OHI{<#`H7+b-fu`<8qUv(}pM{es`)GU>f=n;#2DHIiy4!V=L94>^Oh?AcTR!x z$RQ5TKOVTZHjT|q3h+;tuABtQlr=|}z{7K>2?L#D-_&pd&8gk)}gk(*;X|6Yx9h|N>_rg=9Y>eS&wPCvFC7ruaLEe@SEYBL~${Rt5egbnlY1k+f&HrXYSh~3Bw=W+zHaW zY3pb+Bo`ZV#}~izskq{#Vq*P-x|`z1Td0Je>uH}! zjmo*Q`2Bipb>a9}1L^ZBzx&6zBCf|g6sq?aZA;8{Q)XcUbOm>=G`!R(@oLm$yQ97w z+^R`}_L0wU|N6wVlgghWPip$kvbzr#StHo5*67zk-8Hel*?)j=A(IoK;?Vn!AJs1@LJ#|#QHZ(A%O%Z6+ z#gcz5$zhHos8++*{miOznE%zC-exNSE@f-38Om#co8JWuuXR9B7Eu9)LKRI4+D7lF zyxkh>%DQ(8hdP%s$ zrsiFP$g-4=no#S%Fb=PhHouvwJS?vJ(4Vm;UK(P%JO2&r31hB`ldtsEqks2%LWzvJ zjWkHm!UJKCN*{`s%RI+$-z^K{Zqg5KZFI?&uwFG%+qK`gN|oqEe8d~246gnh*y}Bu zVEoX;f^pV6!3SglfBi`&)Zp`JipCXrVszVe3E=zpgwl;Tp_J(Nmi#lJO!|XyRexh# z;7=_}9U{ir7FPd~-VVDV`VcSK!!DDI7bx#F>|-)?G5&e6`q$7T@_?-TiX}Eop8xMIcCH!Wb35r%g?T3Bf3#X%{?{&0v^Z>sh;g|4G8JLGf8FAK4=B5sB%~cJmH@w>ym|h{IOQ^b|EU;Z zGXGEh!ZDSi@x=FTSf9^!QOExpP)118+7qkW=YVL2iNG+g2(!%_pM9BZTmBkQmU>y% z#}qIn&>h8;{P*6wbP~wIRg6x;lsgVd z>!s7ls--8}Q^c2vw-WGYu5=*szjK>oOfB<(K)frxC>Lj)nbiK zv*8E!78jX-znFk(cF->*rq%X7mTM`fMn*iDq?~||qOAfS7LTS^{k&o{A9F{yC)K%( zi+4!E%@|s;%X0{1mcj&xn=^O}WLS|!){3JauVm71Dbo4rj$A|~6yuZ)lc&=oH3F5$ zO`ts9LD#_S{q_n*hHMcico$d~1-rS_a7Sb&Yt&e)fFPr@qCeatAzh;8#+z}`3vpgg zckLob(HPD~CAT|>o|NXBFQXGAg(oNj@|IC~%ktXxvQn7T25}8|NhYyO-CeC-Y6`y^ zj`u_f$_?d;%7{DlCgI*fHF|Pmx12d>^SM0jqt5HiwXtdXbhxx)1C|W?Me+h$Wv~wc zK1roeTdbArO?$1&1BAc+{8Zt4C3jIZtd5{e*}(GaM0PL`T@z_3Fs)%6DfG4nzJE#p zO{)uDWdE|o`lHqID?*uBmX-{s_SvE6l#u=1ELm(XFtssm6{!0-8V=0C2bim!#N!v& z4J0!VtiVD}RB~&RF&ba^WwNxa#6Z#r@#wTzxY@WN-lJ0nNGFcYKqlESTh8LdZ#L3_ zQDyREpz0_k6^qo?*pdoRp(S~~wIN}(S5wUkb6Q=dZcESz58^w8P8evvUd>|Jhmx8k zS8c(njIcLYEH}UoDhY1iDB;K&PVq8uh<0iDbG6`LYFKhp@;z5BYjCAysjKDyrk#-g zod76@R()@=rK3_?nhFlAtyYE^9OR)59j~^+(#Xn?=4y9P715Xq#TnDrt_(9lx^tk1h!wRZ z7VB7E`4Uvcj>UsfpoU|Qb0?FHc9YwOvqa{9l#~A`Cso9I9sNn+t{-yUX8uu5zICpA zbTse&?DNsPdjrD93qG?R$BO|QkB;Am9G`za{t$Lar|*DSz$#K2o~Q_INt z5@d2L4mahqOrV)Mwaa_Oi(59Lxgc}*iYj@lf3Ekf*0m=+znVAeALzf9Hu2gfir?AXIgXWJ34@+mgaVpyGbNGkO~tjY zOjAjd=T4`WU0zPEe0^9U&ZxE;9vHIlvn{rEYVMvyV1$j+2U0t9L*qknb-7VJsQbzH^m6aFm$9#3^=l~#Vi=n-}&^7TbyzM+%1gV7G2wxsN{ zU|Wg`Q1;n}-j8!oE(uSr>L>sdWG^QlGveLpo^#P&qH~oHpR%yZJT`Cl#-#0TqGoP^ zM|U=#AkOj@?qmjrke83s^CNwJxUy$@9qzh+dRyLGVc74rmDzMsi zhp#rdCgH(F7`kXZc3|>Kl0W;x!q%qLi|FO?hf+N#plbYVvCM=#nvL612PexYl2Oi+ z{=q?oj1xdh`Q&0B+pAxd_3rcV(i*n>eU>5E*6ZnjQ96A@L0kJ*_JpQ3H1tlY`r zW4xN&S4|U4Rl}{XI2*6TPHXyAl$*Wb{?3$ctX}c>VfsZ!yMbq8CkA6lxx!o(_cLXkRP`!+ zR(I}ZSD5NI?D2%=Gw0T&Bd_mKJXPKLa_2?u>yI)GVDm%UyQh`{sytVdY;M?m^{ehI z%jZ>*a#%Y;1+<5myVAc6mQQc(}{PFF`pZd4W@42dlUP zQF^V`@U1f=dH#s^1P9z_?0(Z)wJXTbDw$3l{GvV2ZE{0igw!;(y`jia;N4))%)@~h z5S7g$w60RP^<2PuX7GDak}*_3waEjvZ{p^pVW5(nVKTA>>4Km068I_MPv7oruSrSW6YVJFm@H{@czAWk&hE8E#cZ$Eo1e_4x~K$a zcTl^pEAPusmm8Gs1oU489`^L`-d;88s8FT#nAU`pP_l=(R76~z{n)tZ7%K>`#HWKu z7w2ylzv=tnY5DTo4od@HEO-R_e@8jlDCYR0^n976ugVKA8TnXCsF@b{FXg1gH80KQ zc?oiB7of`V1#ohkM@2t0&Fn8vh%bA+p04DP&>NhHtpMT&aP}Uq)T39>lfPh#JgSyS zIT~*bMa|yczd?Y4Y(1|Q@eY48n9}0NkcUBBll8)V3X;h&NYDTpTOJaubNAE zdu@>LrgVh^;#{}bu9c%7aoIcr6%t9kHdlXu`z&7As447{P);yIbmDJRtH3^;xdDzi{S zS**VyPC`9n?>~deSI6MUKj%1QmNUL!f1bb2apS1pgGyyfO;eqJOG{wSe%IX;|NRQC z+uZ0G8?8ndF~$9yxTd82yYBW!S|UP}mO#TuNuuT%qnh`anJA?5TeSl@h*5h~I-sVvYMQG4O^}u?Yw}RSrq~bBF^3a@R+vhO6Y722>LRZ_3g7 zJ`$7XWNh5dF+^#}Z{MU@eDNWI?@_g6UeuS!7A?7quol}? zT#u1VS-GCa6L--|_Qhrxgd$1LTf4(Y<_u(Q4{@@Ol$+RBo1GK+232e~5xyY~mxW2j z94czAa-4g@S)KxI$rQhVR#MwD?TyG(u3{zM9?-j(NGz>$p&S&?0pizfQ|PHA zV=}PpzKFaTn9_#QuX5LsbEX^A#C7CE+SO%_JF40&WK4#o3M_BoOsDdSo``Nts=mFm zRfWu?Ble@Tso-1sP`rtexsPg}HW}`=5DGieleD~QoeUFy(xa1Cf_b&a)=n;$V34j5 zX|!P=qs=YLV#f;yNlb8C^sSi#R5E3OSj$sQ3)Q4}fIQZKE)ShO+oRN8;n2OpopKsB zG8n8iC{Hkq4X&1$GSIF>$XUFFpYhtU&}xx!s~w)eezO}I<+kOjg_BFC0}c!z)p%qx z%z;Nf^o6SGQ`|XETXSJJd>sk^>f=d?)b=8ndM)L&A+;g`p>L3Upa$G{ApSGjsL92E zNrQbd5So7;m1Sk0$Jxw68s{Xak~d@o)T-bFcF8voU}ARK5L%&e2aG~I%U~lQtp^b* z!)^jCn2(2d`sHnIsnA1pTdOR-1m=7yRpa(`K7?upqLhNnp?d*nT-WvUAq@yxMuSR~0Si8-=jf`+>(mIQHl~;2sPC;5aG)+nI-J{ zU$Fr16f|Zu^%LL1WykfT2JC(f*I|>NqL8~2ris#_FptvOx&)ef)~m(p%kJRm`Yi4HpG*JX93x{@_}!F>)XJat$|uBwD=3 z$#h$O2+>|*i${OsJ*uT1j60> zCAmYlyyl=l3M{uAYh3>kZQgrQJq)-lU5Cz!b)emb|K4K{AaL`gIf6_4Y*k_oovcAM(czFYT)SUFG&P;t=q<@i-rN@3fw=W)oo zpcj@a2NqI*abeFu$7OrWRj$_{5jB5Os!}z}O-;7g{FnnU^@JQFq>p^|7peet6tL8Ru%-f%N^SwZa;7w-q|T@X8h=u&ID1 zT8*VHLKhc1Y&)csdx;<_3s!vp!%<-O{GrQgaDrCu8NYM!Vfo_~$1Lq0Q`rj18|PFQ$C2Ynn54cb z^$ljbyE8AAtZ5_mjM(|;Z?=iCK%L9#3+=O9-iR~9yy@vym@IkT;&>l7qvZ=F<#8`J z53YxD%Au4)1Jp-(bmPC|C;hljHP0UdG*nDcx&)=B)uPMDXBo1$j)WwRqrc;d;cDi<6hg&dKo!lzmfAGw)VroMYICMQ$@Qrs_d!1U| z(~?^E3=loTCyXA;b2#mzuDo~rvTyBpI2!cEl%Ni0o3G6&-v@>y-ISR5MMGe;zMR8b zXTH(9p?GO;^vP0f<9XhzCWX88q4IS1klQHZR=S3oACa@xYxM0!q2q5PA{)x&pWBU4 z8H6*^T;^(|==~_{KW%7lR0ntd{91T@*goXLgOJ#*OL}WLT)*|N{gM+P z5DRvn{693NY#lZo*~@JIu_l(<`r1j?`|0m|0MN$3f%qgI-1TTlFVg>y(_}={A*eq_DNPwH@GY>n5udx0DWEkm{^ua~P$w?kYL{a>~2vf{9p1H_}8P@w@EkTOWTJ2+z3UV`7RX7B!=c_oPv6AdLjL$}$# z`vI3E{aEcpn9-5LfAO41co45ys4yx2d#T@66I%Z3@D}Eu29Z)5rbMgBi@%O?)_7*^ zxzHL(|D_4YEEe@gLMdk^S0W4`b4?<{k9PzGs5 zfO;H677Su6d?oyvM1If)|1Q1l#=@NdMDb*ev$14TLfuKi6Q;xl>BJ_p#HRuOu}%`l zlrNc*x}}qPiP5WoBoliVK~n{)Bcg;v#$!Oy8HmV%TG|@QIeN=2`WVXtjrY*7Ji|MC z3_7cRx2GiU>@(O|k;xR6S>1QE#7+WFjf7cn9@{N&@l{eKe!h;1f>iQn*x_U5|-XTmgyi^fs!ErZG;Z(fL}LU&}O)D&Ba(TLDY%U=KrcG4s%I%ZiKNF$)xX zg3)<01vJ-yOHF0g^d)B@!C6qfJRUfa=WGvTUreVfLv>S2vD(F%s-yr0UWth=`vYFX zRV2QuKFx0{y^~j6n!yU%D}dh;dC-bx_0=|OhQ(BeIJdGCI;6l16)Wj7*2!fG-!fOg z?pT9#PNuS!XW3MczQkcAU6;TWa_4da>=j6{51;MkBXcM(g4nVKmp#~P&CH6o?(AhaG3R*etKddO zl+$Vf4IM~>^tAT1$beQYmlR^0pfrZyH9S?2FDxnCma3sWgWHVDYk?m@5~m>0h3&$#Mhy!+IY ztIL$WMlf34#T8GqOX?-XTNoy2YyfIXSh6FA1fC$WqZnxSHj7y!brI4qlyb5iO9~jN zS1Sk;aj@P#u(Moox=e*DC&RvRb{~*UPi}PdTT4!lg!c|VN}I2k_RG-mfAq0f`GEH!8>;?7bn;su?x%46!`q%7qm#JUxE`?kv=~9!kPC_cAjU zNt$p65=_E9rtQ^Ts}!Sf_V$%a_Dsi^bzSsBpq&kyiYjD2#;-+yW*G_Vr7XDSeVLn! zb;GQI=gi$4639j_Pf7q>84LN+%KgeDyJ>6(tg=Ql4YHLe3d~=2=>*zwy>NamqYH*5 zMp?ZSiLHHd;a+5k!7vl9vOY18FI3nQvnIEJPt*Ym@UE6_TS&-WS$yIWF`=gw<1cfi zSnI(U)J`X1D!p&&i@6|X1tUvKh`aGMEAtbt8EN%PCokTJH0*i~5$kRqy$&vQ8@!>z z2v{YN@FA_wqvqqmEfMOpM%lQo1V796p^i$wQO3fmhdzHHCp?-Ip~)qotnx-YrbdfZ zOLI?fxgb~jTZ-HK+SR`5fd@HXZuOP1AI=ceesVv~dmUUM=rWTTo1mA^g3U2Bq1MjO zP?rr#(pDlf&m`Zghu;W%|AcN{p18Bjl>*(mc@7fx?1y@BOzX;y2fTXkpsxSeD1V!R z+Tf|u9+%4k+xgxGK+rD=^y(GUjaXA{y%KaDhAq;Lufx>NmmCGCrV7!WXR{kvcynxm?jCQV z!Z9&1fOrV9t;gT|vOAo!cHpcvjOdsYOorh+nV`zl`MS!VpSY3Q%eP7|#=O@H+e@fq zYc@CR7t|-{oqeWQJVuPtdbgo?H*UMccZ`?Q8Y;RC-cujY(Xsdv{SdVHh3>U#_NG4g z8vcV(7(q@_#Gk)vwcO!V*3v~%xbyqkC&||thvUl7{(0`MV-3vQH$__VU!lIKUcPC+ z2Z>3|Zu+$UYf$ZDN^eCy%___EaX)UNG30rap0jVP#f4i;+Hpkv`mOBFuaL}Q%S6XB zh+PGho_c!O{H<@~fePrDuR}Gib-e!5h^6A0^8qNR+y&lUb*e^WIYV&|#_!mRYVk30 zPYu>0jtf~HNV~Mwa;Od;qb9f2N0oEU(mR-nUkAl{n{rfaJgKOU#YjCID&-L!4|y^g zIQk&gB&S;Hip8R5YGS$&l;YyTw5R!%q-OVzVlQY!qh%ZA9+T}BRQp*NR*LqdsWqW{ z2fGrmXSwglZ!>nWb}UIkRk})T0t!8lCoTss4JSv1WO!ui0O|80582zoA-C$AiK@zU zj{l=?B3pds`&(7XyU3;RS#L%d-PEW3XJ_e`$i5~{d@k2@`sP;y;J;v9Sz(8D$T1*g zlfzFc(BiM1<(#bQj+lmA4&2keYC@vwx2n>Gf8rUxd6yn??~0(&#l*dV7&#)=#p@GO znc3wFk#6Td#9_hjU6?@6pg z4^y+BKbkc9Zn&Z?G2p!tXto!nd2SZ$_*Y!uYIjVkZHNU^tiTBvL+rwJUtcF<6Xyr8 zA%d>~y=_S1s#+3=vdV}5J**pamaAF~zY>cz0Wz7(rQFdbyfAYpN3kp^EO-$PUp~f5&L%6nXgM$dKOI3AqqrO#w5$A_(5gJ* zyFSqnSp$L85-i=Ip{YCxlMx6rH3*C7XJDPeJ_Z@G6I=5AI&Et7M>?p7eLn}@TVI4>yC@vw?ykr!>{5C_1ueupJjGVvDz!FcTZ!~7s8aP)Y zQ_Q*z6~GqgjBK+A4O?b-mm`LqImpvlzP;7Ie^rS&!$lutjPlfj#^$)t5vuC(ork(J znBW>SjZ^O2GrVykgRf8@52=db{5ciOtT_Fc7jwi5znQ7y1;73g320ePbp)6&f-UO! zH20Wc!kKQCJsF9Tz{}&hP`ZSbw;pEA9wQ}gE9Ed%<%9)$ZWdMEQ!2)Xt=S({*hanc zQ3yVZYWOdgoLU2pY@||0MDF|~L%x8^TnQ6|MS`p`{bQ6&x+7E_tXQ_mF<4q$Kp(`O z0}pO>{#IS`v4lt1m4RKbhYzp4LSt1T%C6=IRQn^keXYy>0d(M}>JrCY+GW}v? zBTVu@#|QSR(mV!qX{9IZqgRGcJ20O0(m% zBjnymtLpPXjmFd}v7-)e9&F`mAj$DC#gz~>R2p8 zRMK<&#PfZ5eTeje79jlS5x}|}bih1ltlIKkBN|3z3L+wVfX85xj0Sc z*YGt%E9WYIg}n^z2t`l{DoI^^FsX`lItY4)(!$48E3$K*0oHnH+?p?Hh``dzH zyE^1iGH9X*o$d78mHl4w&HAEXWGViol4FRTmBu$}l*~7oH9IV!@P{rB*Wl;1AgLzI zIwV4RpS!`2MaA@rzbTHV86)0Awg%4Uf4rwtj!Ppfl6FPpeiRrF*bDk7K(+cJereZ_ zRKNzIed*;o_;LLFrv*gWEG!29I<|QyeUE2C&Tf0e+vdP-I&bqFJNZU5a41(hke|>a z+drY2gHPcUlF%HDz8AvC#wQsV`34v8*#9Di1@V$e&xN2{aA^#@#;ehrbVtM$|6Fr> zm5+Vvxdv=2uj2Lsf6g@Qt{KUJ-6;l)7JIZGwv$^NHbNycsFWhuXpf?O!}VN+L@BLwuJ}Y z^vGx0;&fJy?kvUY=~tl3UP$ z2G<7Of=aT7gr-P?Yl4%GPI7{GwFzxWGNMtY9dV!I{$@P}?R=Ch8b2VAR^(_~2%p~Q z88mw;+y%XDS-shjoe)c>ij(Ra6SK(Rs(? zxaf|Ye%ciP^SaA3Evll>Ywzf!=8s#0PrsduRDGc0p$+XY8op=2*CFYZZB&^wCPni} z`KTkn@uSeP9@m2Eb|-D%FW8%1^7wMsig7QVJsXx44YXYfAoRE7(rm}>c!5a^FmX*p z*-1G$T)Vl0g(Y?~ZBJ|A4&f?YUu9Wud z1pAGdy#&DHLR?ww<9AJHNLFN0W?t0n!A+T1aaTMXt2L6lGE)+^7ya&iU_ zVoYqaJc-O;5JCbY?OYnP+d-|6_wS}!pkmS zsUc-&+%u1CWxU9_OGX&F`>PM~Yjyl2UUm$b2NjQSza(m(gu>j-JYCa|Qx2C8Ixl)N z!CkpYAy4}*H8JkI+`fW(yE!4Tq8ssJl)p_m8akAdBy;z{9aGV?KTqq374TwC&kbh2a6YYWcCQJ+lYbrZj`<$s zE`|G;vN4=64LAR;$-Ojw;8ZD?v;;b;2U#2NUtJe4`VD=df1q!6Hp=w~$~t(T3$;wt*YtVKi~hA}3&fsYs&flDu$p`-OT|4tO7pWGT@)Uk06+$N4QJtK#gZ+!7# zD#t|rE)wX4Pk4jbNy9Bkuji6R%-|D}KJ*)EbE>+a6IgDG-gM7R zyJ^K9d&z1;<@`hFa3ftXcNhxcVT(YWPN``etBh6X*%`{AY%RRXphzs8JV3WV60VPw zlq|79Wtv*@E1YCXKE=q?ay!1875Ql-_HIQt5Dq7ml>AAlFmK2)VJ151aF?|j`fVjd zd{^dtF0Do)meh{hV*P;;h{%0d8g92wyI7kEi&=ij{qwSrLNaz!C+L2pE}=gLO%@1y z3ni((Y33oQTold>g3B)(H4r98B@ z>#;%jMOFUY)aHExx42TNk5Lhv%LwP-%nVPF)Ub1OAhkER6o^7b;Ro=mPD~t0h+jOeRj* z8eA}T5Zn9`z;?+49WoH7<4vDV>U8c50+s;R$Aqp6xaU4)%B~3Q-Y?veR)zC&&CTH- zlQFp>Q?$cTyQeB971)p(!8S-GeSAS)P(j{cu5K(ue7c5rDdd@tQZmTq!bv$-j&7iu z5_NTL!7is7xlcKIjN}!*y|w8JdOI2zC%w4t z=|CzMB7qInP&S0)H>|N5YAAn|C1yXIhia^NlPm4Ly)e{RIa;U`NzJa=R5f0zffKYI zZmOQF)GyV{*F3ZdBW1Zr$Io>kjD(cDZQ}BUr!T`u8X z&G3>2`?CAOrI!i9b5A`~NXXyYkz0i+Sx1v{&>Xlu@idFQf8}!B_Fj$JLkfXWy3kBM zmmZpC>Qx$pM%D3$;^!BIbGX*#FI{=vCqLe3I&=y2PSULH@$8#C^E0)O)-aNXqb^ck zTnV2{#>nai=tSl<_kjJ)c#_ZZTYy z9t$yZSYJVCl)%F-)MNxOm~RQhF(ka0zQ{y!$yvtHTAPEBF^fDwV?C6`?vhCoXE&8i z#+^INjAm*DSsbBv+D>?|9J0*sEzpwNEdI^ACIuLpVfwjza$Q;d^5kvG%w*x9mK7zE z>>;Nr0HHEByt`SD5laX^SLLv&1)wVKd01r5rKs7dIw4r!Z!OhuDXeGRZeyu1uFfs# zdx$q-3EE5^98q0Y(k6|cj!90L*-4u3+nR8JN}veIH6;8s^<{elm4)=!c86NuVoFHU zT?O-!yZY2a>v5!y1g}3%@tS6JrU=O>aI-SksCr2bNLVVWyd~g)N+Miju+R-swXM8h zCCFQJMrDG#MKjYr^Mb?A#ANt^;E&Ai2NLsNU%DA=uoYrR7_qlZ#Wf#Wdp!cbkFzX} z%XB0TEsDG^eOY54u4o`&8vy=_Y*t7dCf%Q zz28slZhF3=wX0wHFHh|5oGiuh)txLSNqsq4NmCa&UB#Q;IbF+ksykiJ^Z#l@Q>3{%yhkuF-M#3)3H?wJxKKN8Xq2{t8~2y`Nb)e>}xC zOA!$3_%)?C&N0Sb;N0k&6Kd|;!ljP6dOa6^ms_V7=sKsR#UNgRx6`*{l|-y#T}(>3 z_Pu!IKe&L!#*6j4*$itqmU{ixwT6R9<0_&EeabV-=_F*=U!H+4-`Yl-CeZpJE|rY( z&JcCs=k8Ut$vSDVb;bFOUK3pOkNWQKj%%7dC*v#ZBM+q9y{+#o{rKn0feW4cHl{5H zhzU;@EmY1&@?xh)`Q`O78=sQe_^V(Wa`oa?2+*~!=}M1nu#gFyMTm%DTCJ6X)^(Od z<2?2LD;25{qt&-Z##Zwh(+pzjN{c5_0(zp}j@*<&mXc?gsbRT9m7aTR|5S2OzTSCF z)z099&Yo$F>C#nkBXWCz+r0`@-3?gz@HO**rpDfdRJSYbG*?ZZslZJ1GBS|k95f9> zigl~_@`!nFG@*R|EOXLuo<-7rv(!(=aD0$I%VcB6jFW77ZFa!uN8HskX&CIY6y`>R6z#m_g$ zf(r?@Bs2nwE;H8%!bl+aG3dENjczvTOmDJaviF1d*iGtCzALR}FCKl=D{p@{n#EM5 z;FZIh+|+ohTRKSKJu^M{RdA8&qY|K*D@794^D;8{nEkqo1dbA!Y8~RlV5f4!jwyNj zeH_aO;Orp#JGs4J)`nbACsIg9F7aV@4)I$e*65A>6$mN_mp`wcA>XW>qn7=GQeoOV zccJ3J@H~==oj2KWcnLo3kCLkcXM_{pk8H}ywaWSN?!VjcUuKyn%k$&))TWfIb_Ld+ zt5u{2v8U2>&CR*Bj?@SU(&#v;sYG5LuM?=Z)*6M%KYFiMXv=Kl^0OxWnV7HeO)~rG zhXH+YKg&~_E|!V82)jF)BLRDH2;y|QFX?u>%uYq5dZNcmUb7;p^4G-DfvZa=CXcS4%+0GI@zJNd#Lhh ziHi0~?HrRqb@0SUh0qcoJqiEp%Wv4!1+aKzV_eqv5gifQ`&S>B))+5zHv~8xlpFh& z-a4x=Xk1+5iMjo}aO+`eXwJc|nhL=jeRvY4DYTOkNoH2~-04L=uY}(u&GPPBhjZLw zE`N+pjft=~CQx&R^Gcx4n&-UR&9<&0cO5Gp@mM;Emo=ZC$DGo`_ccmB!ELl!{T(l` z8;GDk7nX;b=UmXG3)5uV(aMHwuIFQi*c*utupZ9bsA&_aHQLPy9nK7FZB5I%d@GW( zYJ1I7I`ejf_vdU$oK2*2SO;63gLi|g#PQs84aCq#0gf8bKAn+MaL{0PcQPC?u|AS0 zyzfS<%G(c~NUhAX)`EFzRX{`sFFAI6W z@qWiovF{YsUOWpw>h$krssp-xVSObRU;Qx3?He&u{ef3EpjUW#@STC2&((8|{}0p~ z@gLbQ`2J%<=~~-ZtnNVx>(5OMy|#(0k%NkxKezN#+omdY4{I!cZkvs^%{&`9tPB46 z$>v)7+<@*;L+;NVi`yxqych8mzR$U;JD1CUuvE7^iTNyA{B+W_p+@EFVvEetu#(lg z{O~1pA6HSz_ivJ_;(GIYlNB`<5jY_G#rI&ueC7g$U*Je%t;5UtkoBqe&VX=74HY2w z5H%f_ii)qLt+@G^5d^gJ^oA@Bu)AO*TK7`}1s|twsbqm>ktVyT^gc@*^7)=2PPpuG z_c8ANnK{oQ&l?%N{nWQCYqj-|{tT3m{CSvU|2ww$4Vi4WoJmUJ@Y)%rw^&1$eGpSW zrdDlne4gvCgO$Frne8973{xW{aTP2pm5v(CKaEVL(p0<5uggD0SZUxEkT zkRCDH%eg6aBZT_~nv}=GGpvV4C|`;;Qys(@A_0FBDk=Zkd=%aBWSKg&{Wv*8@mt~?!^fPJW)bYRal~2)7s3j> z62!`#FgXz3H=xJm&7H&KY`d=j>P~c3hOf`k=g0YpG$b#aB!jxxzL2M^nx(7p(SSuj}U}5pJW6!h^?^ zOT?A9`*5Os@}^yI47T%!SKu8;$yj&6Ssx(8Xuer7)*jwCDG!d*TRMe zXH;M(j1@U!-Cep2Oag^Nrr1qdy}J6~HHTKz*;4oY=$=Z7-7zx|o@N^9#t#>pyy(?n zj>uxLO?z$_@XgMG*xv@3vZKi@K9C#iP3EW?2u2zh`0YAM&xF`}sf5@PMuEnIUAaKp zG>$%nRPmh4=hL_bpvF>Jy4AD=qzU+nhk)44si(_-;ggW*lhq*!4m)(39RgO#$VWdD z{JsuJJ+-`=!OI%0?XnjjHC_5cCuy7d00GUcH3_N zclgw+1A!=-4&kH=PV☣||Ioznywl>Zbqqe;%3)aT*j#89Cv5>o6>I$y-C182Y zq!k=uyC0cBvz1qhqWczqPh=3c8B@-n3HS(Cb0krUS1!#(1LMcTkrrhWLm9$O^50jv z_|I#!6vFL2W$8wSZ0x$Y29~sBhTW4f5`dMs(fA535+-_Su;Uq4Y`|0-UL?LGdfAxH zP}b~rx1B9TjrU4gbZ@m27?`Y@B>@wSJM(f*2Zdx*nj3_XLaKXBG`iGa-|Ta*A0ce; zdePIM_xq4xnD?hv!}4a;iS^nK-Z(?rJNBrD%(nN~k+s~!_~f$F=De&8ofz?tdX8CD z{pFmqHM#6{`PDWi3V(=f7vg`g_m)9zFZ{Z8acN5l3GNnLli(JD1ugFGh0@~g?j(3{ z*V3ZJ+TvQExKwedKyj#X(zVv}?7iQ2&w2NI&fas*oU^`WGMULt^5Od5zx%!(4`qH| zljOoUa<2IycUbNqRX?^WIf6l(5++HO($hMJ3RR9KgC zZGQ%)vfiH)&iY+4H?a8zk#TKOy#Oze+iY14e&rv1I`E`7V6bi09hyHRkvNkO|=PrJqIcB}90HuN2K(j5-w9Zta=E(IO; zdOF-+cX)j7c=)~jUvsGD4Wb)n zIrYcXOS*mcZ-X8fI48wt1>8~OY6{rkz^a(`Of`tQkohE+64AQBX`R1YgN=)#u;lQXT=V&p$B{h)Hd*d67|lUd+VKcINCp51kX} zqJDOtX?=vwAy?W^;jBmg{x?Hh!R*y+P-zfDZG(5Q! ziYwPuzftuRK1?hm|IJ>5lCieCTxpAAEP6H^x{QXu`y5^Zf1@?mi4jyzNY)8vq*>SekWorjEXM#rdq*RheKZX?Af%l zPcvOU{jgE=7wA{^k|uMjBkw+y(_XnW&Ef}FYB1} zqu#f*{LGd(cGOXV>yudJbZ&#FLJDRLyRIyMQT@B+_O$xGPV;Hy+Eu+*TI_~hnao!A zQA2T z^jiFkYn9i=7`b?*Y}l!oN!}*}_EGA7i0HYr*^$zQQhMKyW;{jG|IDlv13y-~zKKv9 zP_@Thdmr+E4_fo&Xs|5!AV~X7e|5;??vVQ%*DpCR_$3Y_CiM)QJr{^n$K_zE=MOda zxL4zUHRXuutqrZz0Iq2Ru3I}1o&|%wG*s$irVNQC5!!msgR&(;b($bWnde=5J``~< zCd=sL~o^Kf)2a7`QBF=4v*eW zL&rIuPA_mIYQtY+VrRavcPhHjPx=BU45In=}*#%<9_JH4rAPKx}6(fL~UsR02y;Ow@N_}TG5r-g(6WCg=t9Qwx6?C3E2 z$#0pSqs6mN6q=8Q&>b%=T-N1M=eOD%%I?HD69$s9o0gZM`m#hsuj%Z=!T^Q9ZaK>J zK*d_J(?4Z;q;u4B<%Fi8-EsAc&N+!pkGR!rdyKF$J$vtwe=XBPHfqpHZyyxbYwwO} z-O;VnPACWEa&x&P|IQgJ{*>v_KgG)Q@?+RktH=>Xj&u+F4&0loINZmGu{oo4v8v2* zL)WX^%8FgkzDnaglLF!^wl|wDLYv>FUaSl;zd4iBCBh_lgH9x>; zh<*RKDwXTN&UZ#S>c@xQg|kY}QO0h_$3{wL^;5qhqI@yO8onN)KzvsL7`dVPd%klR z+Z1GT{WK8Sa|*yV15HAdpxil#RMEOXMoZAk9*PqJO;iz z&EHKy+jyZ|-x8Xn=Vgii;q6XA>B3dJ69;v?n`buXb3>$Vr8FJqKfa*zUQ z6Bt4dGCefy?fdbxgck0PRHh;`k;jHQFO7skeN^bY)OJ^t3AR#Pee4Go(hj`uyWmNt zE%~T;X_z}O$XCkAio@2~#U@?MZf3bxjz9;8v40xnKByF3OS;&6dd?6}4?f`il1G)d zMR%;WM>PuB>TK*Fw%(@o1_)&2K*11iidB>o~TX*1kERJ``q|XT^ zgJWQCN4}GX=5tN4rIhSMhiZ5;u^?g3jhrJZuD2)vjA8i^?ouvaRX(0PH?%S#jB0S-VId=QBy;O4YBnI-7 z7>c1Rw>qe+O76Ejr_5RB^E`E}r?N9=@VtHK0HtP8AHxG>P2 zjzc#Ovwg2*%ip(gi^`vlQijb!pZO;OHj2_oGDTaZI*%lBIJm7~=tn1-6Z>+X_hpZ$ z*^p4Bc}e717kFpbN)Og*h41_ikHRk#D_hBzh^E(N!yHJ?6`Lth`h1wNC4t|K+ zRMmD#@}ZRm=4%ieA2qsrkk46K&tXo3t)*kb^02xEIvsY6C#`hil{FT0YLz6Va$Rh4 z&|27_)y>FzH_K|r2q>ygYU*1=QiqWWClV35b}}E+dIz$s+4Y@`ES`_l)els1^yl71 z$kT!=;Sh_(=xjrv%psoGXNTN(d1V&fY0T$kdiM6GobWJwtqx zdY?yG(YfFOm8>;s{Rx*l3$Pz;j}GdyH0NcVS`iybURGkX)Pqhh)L{Rb>i%~~7jNLv z5zq*;+)(%{U0nKqri&(jri*m{PP*v+Z_~w_|ABPz=D(XRt}6VmPZx{+uTK{V{*O%; z$%1d(W-1M~sqOg1lwx!y-k8pf86SCg%~ka!auf zG(rcHaY;Hcn6X&+`Rh5;&aCoF7a?0>h7zrSHa_SVcfPaW>81b!g}g$Y==ahZ1Ft|u zk0nOTxGmlW8_*1ppw%sRMKlIJF85Jjl!DXBN}aBi0(d$;Ka97;VIg~fOZ7ISDom@= zX08{n=GJ&+%;ZhdgAR^?Z;=^crze>fA!^;U^}^Y5t6QI=ZAQ9HFXIaUsex zdLikS$j4(9;lnj98I=(2k@W$WPZBt^2Nt!6%1fl^pr&9FwR;h4eeul%2pUGK&IE4! z*rU!dKYHwQBZQgJn6Q1!hFlT|1#;`NP3XbDNLFgjnN5qnghtNz**A`RpI)lJeR)&p z&YUgAi{iPu*i4`+s+4hdZ@`u`BJ5ra^{0cV>+vhvDO4IN8Qxf30IR>F(D^;}^a)b) zZPi@hAx;Lzi3bpum~aQ6mQ(lETbu6rqzv-W8nSj&$5^(gjlKII&k*4 z?XuT4l#+rBjH=uyFByR*k-y>8wA3I-{BntW)&B5q&}lLgPxi&s!#Vua*A^g)<_W`l z?=oPUn|cQK_3HIpIYp-HY?h<)TMMgUKB<}}He}M;O(GvzaFjkJqc0SGuEu9Y_FFHK z)5%0i-EF(rWOQMsSC2LDegZwJB3+#;p}IaWfJnw#vg;dA-I{h62-P>!(sB`~Dk7?w zJ*kl&t$o&dcE<5wwZZ(wK!05Gd3@zD>t#gCYmn!-=nPW#)TKe^y_R9G+ASe-6JVc? z)iS$8s0}pUb#!Z@s+3}poo{kpiH*=FmTa-uW=TSp&D|K^w-1s$liz>F-0|P)9Z$LAJ=g*^ z>5$rLZW_6{wOcHhdxC34$d#ZP{qFLb{m2oL^m3;NPa!bn{A0-ihs6@D+0;u-7_$SN z%O?IVG)8cN`(~Gs(=kA4YU8BXRK#S{74y)h7 z@Nm`jYUiYvPJw3<|9-Jdxx?aH;A!H_+|eX`o&S;|;oA3itBevI0m2#@Qlwc?bsZSI)HB2Pj zYE``mWkEN4`xC}7&sIHSal0l-;b2n(vXQcS-_g?cIrY!GT?<8NN z=cY0~hLt2$u_FCdN6OCmaN~0XTt7eM&05Qz=1!xx`LoV*cFsj5jXXb*H49Q`6LyQj z3`{>mI_er&(>DUnVnsaosWw~9YP!(8!J%G z8hKy$ceGewOp*1EXp!cUfytQMeVx+DJBr6dP<((ZVHURLFLrN``w338ZMmfDF13v! zi;Mx?2`&TO67~%SZT%cCq8OixB7AqFGb3R{E)kjoQ2Z4h6Dptvw}^_1AZ~xSPb&cX zQ!u{1jHMbA&5z<=UFWuu;8r0PX2}ddW%^m#$6RDFD%$hs`ZD6t#B;6Fzd3~wY$*EU zP-{~#YKRJa;tJs$gizYYlFrBCqoE`&y#4-AmJ@T%3U_)y(zl~1>)IeRv2gyL((hTw=`)R692Juk(fUf8tb@)6w8$+%Z_=v0D2DcU{^CC z83iRo>M`SH)MXktQ$~x}nyIh5k}sMn&RTGf-bXY`A5+R;(>^nR+3F~Z6^d#p4m9ki zFdeNR&zea=a=#Lv&F*@Z(h?_a*@*{dLk_8jmOfHY*L4pDSzBShQ<=0(*F7babO?^l z)m+xr36m_Y<`OO^pJW#6Q;(CDdjLlP1;b3nez+4NN3{7aAtFGsD^u`-#dA^bd=4#9 z#_p0&!7}IGAfk(mk!8WP2rpBf8{~=h7xQDy;(4lE*G@&od6$X==p2~)N;!8)RIS55 zPXYz^*Oe!6aJQrdK7 zUrXp;4htx~ZnnI#%V^f8!pArE<3Jxnbd`^?-v#DvuqTJ13xojK;#tm@`&k-1#yyaL zVR%*mI3JTK-M3)(kybV?n~GSmlmo{g&on>w%yJfSuae}x5!i)@x-&Swl+uGkDT(}X2O_`uV*fUGY74BVKG$#p!VAn~96`DM&UFwT1?6t@U zSW~V+90!u1n`Sn7b?8n`w}5WO{y}!RwS-|ruFV=-XLLmqJln8NmxsAvu~U~1=Pr}q9^6JrKdd*pAM}V=>CqNK9;#SG)8$co zPW3j(vv0(%N2Sti!PvPR=&j^X!Q<`RVpz6@s-m<^uLD-0oj#l(-;;pojgj^rAK#Kr zfcfiCfgUIAGT!y62Uj&qqZ+4t9aT_wE29+p2AhP?u2S(Tl}W%)`^`)RPXh0GYM8Gh z<=4`=Bi-9hH8<=3^U_7>f0Hi$@4%sdU%CE$<@$g8l`C1W1JPFT_on9gY0lixNix(I z0)V{H7jIT(kz;?JI}3*0-l1>3yC(&J$L-fmKhOOEXYYbv(+l;+HQ1)-UJ8jkcz!-s zvdwiaLsHs9umfrd{%#k@z=gS~9;qF21A z1gp5^o(E6o{Ky4DId=psG**oEE()Kx468_rFn{ayr`p8_OIdrS92$*D-30R^DMM_I z%QGwKRc?Wwd#BvKW}nZ~XjYEE{Y-je(Ki!vzfR-~$d-iODZ0_iiCET8I4L%Ue{6ph zdsSg=yhYKwV449}1KA%>dn3LPymD6HU+guzr2JG`XDiEKbJ3`V$ZJ#m`SZz+exd5xqUh&VuQ=%6xpDmk`$Gd87#N(U5FS>Lr9ib#gxNSZ3(1jm46tF!$z?Xx>0E<0c1VuQm*2q$>OOfEv{V4$ALpu?l1#9SYyAuH3GwksgA& z7dGL2pbvDoE*VO=n;qJ^b|b$N{mb-7e71r~_{*+}DDPouZ(#w+`%SsGw_Ag(k@`}T zyFIrFq2;2hX#d9iS)%P}$q4k#UK1jPsm_O@LY3CU(WVbR?41vDB~1ds9-s0p3?&oxrM9m9Y~r$sq#EzSgk0*V@y zHniUTN=K65+@C2vF=P}xzN$6Q0Yw2@r9zB_CP=~A_FUOo&&(mtbm#}qa&;g3u3z8r z4E4LSN9v#NQQ`Q!h2^xPP>HulxVVj|57Gp_g)%C0<_(cpIi?v5vzkfU3tZ&;MpZ3p zrh{dSMa%0stt0QNYBb1)fM03U)8--O$t?Q0jW92TH3I*+zm^wV5UcQQia0)e5jBs_8BOMTS~|XzHJ^g)buz1I;sz1{>B7*$M-~NRzI-$qH?Y#%K!;BY7A&@gS+s z)|a;8NL4nbD^okvs6n9-|iOHI9*o`q^pC{;Tjhn}bH?KSITo?q`A3_0muH4}CCKfdKK{g##{Ov(8? z>g8K5VYJ$4Q#^M}pDdKI5TzB@Ch!T#BwFsVu;Gjdc*PxXpSs0o{LPt1tFnu^iurfD zyYI_N>oir|juzuNDleXE(4B3prDqucA3f%NSzImjsuR3G_M@qK?Y&;v zNR1t*mx{LVO=d2ZD`(rcj?~!uRwrfX;GYnR6Y$VE5PRQRWWzv_F2<0@n`$HsbaDaM%jgw`L3QvN+ z#V(kmjNQqL#a2-OHvtT72`qs}I_XDo{Q;qUqoPUWzwcWGS7P$*{SJ&{=5oSHo!Eqy zBHzyaMW8MI0^$R|36wzXH-Y}pjd5bP;V+8`#udG<7xPV3oc@T?TQ|hWB%=H}hfj|! zKFv!^iI_#1SU9Fu(rFo{%q{=>zE#n584z)wTfNkiioTVLf&%dyLI)64+z)FK#QHB{ zqgR4AStG7JgIMzbQ8dw`yD^Yxe(*e?xR$wlHlb!zG~X++`-q|T6v1j_|4vpNCi|yU_!XVC6By+hyu&B z@Wu`?$-oWN)-^sY$=nbX(n12eH?$;>6jTJM`gYWBMO65VGbGQI9F9@qIGk>-#;QC4 z_$u1_g!U{gRLhj02wfffa{h;=3fzHSPQ!LZ+4jtHzzZLc(-k7RjIy62AlMWjN~?Vn zUxwWuI2)}9UR8hVDaLKAnC2;urO~iuAeKQZ_w; zu%?)TzQASdP&T9MNc)Xid3^<$C%8k~pYN;IkrcLal ze2xL!YEfh4G$1>DOrhHt4xo{mRYdwxDEG?k zzuTAp_3g`x(5x?tuD*Q-JzR0YAF=Jr<--<;K@Ys`wL$Rlq-yVvucLU%REHMU7nFx` zCA}eE2K*0YkEEXM%AO7*vScD&Z~BI5&eXh@y>K4SmeaXS=oI1aqQ_i<(-VEocJj%b z^vm=y!iL=sE5+U&g5g+v_gmyoy>9&CbdR9mc$?GVFu?ilv4C^5 z8CmwF(s}kolFOv2eW%|bFhscFjbB3{^CL}qt=)ZGs->EgLaTV!y@PTq+Y33v$-Y%| z-y55J@ zuOzg}>jrHui|&KcAKrI=>@2_1vTL-pQ34$5jZ4#>*P<#F-{YEcYhW5h;w%vJ(O4&; z{4Z}`97pzRzd;zo(t@AO!fgaKDGMy$u_Tg&HN8F_p&*7T6lJ}c`?+N{Qcoxx{W0Z) zkgC6m?E%+KO_SyF))I2Cim+E;-AB8RjK6MIrqDI;D0G5=FzF>bdqO?icjGuc zvW*+r*I5#C=FvnS$|VyxhPh#8m>@w?Npdsj#ZMOqf28dPGE4E7yY7u{7Rb6c8@v2& z)mtGC&sgEnq|+ZIc>-M8ke0Jj2H!1twZzvoIA)CJFxSHRX~wIo6g~Cj3WAwg%lYfP z74za%Uz8s++rG=SSTS2x^sOK~ePm)Cm6v*+rs%fHn1C;Ba{AM;#kie>$CIYyXBJF~ z!qVomOg@{q%1(_n+aiZ_@|&~;!Ax~?hhOJo^6&RS3TOf$>d9kD=uctW?_bmjv#IrB zg@stp7?Fem3CP1IV&yJ&lTx9x^JHFlgaIk>4 zx-2R0<&)l&(rCs`qa&sx0ncqZH^ag_nAe35aKy&Q_hjPg-At>6j5%3s?v!1eV{E{b zgJx;q3o!a)zrU$|jB=FL*bR+dm0$Z}sY{D&4dU04z;i1wWNox4ZI%7PP&DbKlP&+` zgFy>-nlzMnpD?>uf|T5?JFF=???WMytjBB>5HC__F1PuTn$NcEt?e@npt>t z$_Ce+jBz4s>O3bnU30iQZu>bTJ}U1GwEQaInBo$-io3bt>J@Of)qI>HHL=*YIM!}Y zCzM}}P)kZ5;32gxzrEo|v^ivT`PzP&sm;>BTO!E+j4f+a(VVC$C{XIOO||;g&|9-Z ze&lzgEROrs^SXkU3vDyvlf*BB@!CdZ;rCDM)YSzLx+%DCeN1~(_ZEBaOuPo}1bdqd z1YW)NjeT_AE;z6+Ii91S+br2zCX51&{tH2vzZu&3pKM>c==7{D zPoH=6{QUCp>6ljtm0_TD()t1INhQ2w%lhw%EeO%VAn7FDFbYo#0U9%pyJom zTnZb^H@&HUc=BiBs3-wL>m&JWMX8C%x%J9_C#L%bzhQO2`H#dDpuTZ@@6R%3y1#_? zKVTJeL=(S7*-}nl+8;SS%nWU%Zt-%Q0jM%;Dz=D54?45Rn(+SB$Ha*oY>5WBfQcx; z3yPsGitM>h0q$kd;5|w)Vo~Z19!vc&y(PwnIP|i$u?<9Y$@nY=0q_fPp*~xOFJA0V zRq6jMW8%R6C}Xll0#UR`;jlsVXQ#Wo-8$J32 z#n@x6_?#-?EP(Pq`t5oG=p<8+*b#(n6CO{lD7HxL9}WrJ$xGwzXP_npMdi5~VK;Tn9vC`(1CYKIosn z$Mw`WVB3qUi{dPrh22+7+S!(t@SZO#%Df{*{My!&l*81a6U_{VZ;pVzw_D1nyJ(HYtRhyl3aicn zp)7qJFxWxt!)7M?tS%#z({Gm1@+ccZgrcsb)LaF!u;tR=!4)~E`sV}Sl1fLw2TNet zNEmp+E^DGPH(SMic~}REpGRm6iox1ZJk{9!bEA-eYCmn4{fArgK<_I1EK%(nVwk)W zMqVdN8M`o6R}IxN_nZ!uo;t&_m`v`#TqQi@uNafWD*1*vJ7pd!D^u?jU8QeB(q>0I zeWqSWyR5=Mlem5Vnd-17_yrWKRMFRE$PJLjh$;5dX>Jn;!A_k&m`cJHWfgY}7ZCZA zaRsY9#g$(6&$FO6kBcuw?w1 zAkhui=t}~J#JD2p5sLPD`=JVnCbOAT#4vkEj(pBGkRH2AGC}dhQ*L9tl0Y2%fEN(H zrG2s$QVOfT$*OAKt(}4KUc+8|CdtaP%2V9~NntN5>@;dRSQ1U$;@7pH6y~%m4jZTS zlB0I*kOossu2XAWVGxFfEx+rdmy}2?01t8P2~^&b#j&@S5yy_?3Spn-qO*lxbyM7m zV!(kt2r_H9tt-Dj0Wh>@%RkM6QY%L|Xn-o~1IrX3n~zOr9be5i-Rd^LeNC_G2VRzf zG1Uji=i1s*I-RIfyz-8Yj0E||xC$CP2);*|NogmuUZFw2A#Yr8fqC)_rS(;;ffZk5 zAj@MTMvj-yzt%@YZ(y)od)!pnSfdsf#IW7cnv@2CJ8I#m993m#c`Eh9B3A1E|FdVgC#{p ziO{*^PNK7b!d9;%mF|`dg<@Kc8MI$60Hx|HWpFVzjN4?#Cz){9izdtc`i&Bs$bVf_}}YWJ8dljh~}CFpf9zUWVy(HLOF!f z`P8pvqEyDUnlq4Dw7Tj}5nq*+iJ*A}-W_LF_M}i)u8|yOUa-39No7!~LLC}Ky^=+kZ zPmTlCI{Z;tA-;W`uDP%=(OKtpyd|&Me6+D^sq|ZJHdevhuJu9=b3DFPoW#4q!M6`y z_64caq5bOg+!=2HG@wVOmCsCq*mZ^Lmh!b7GjQdy7>P{ZQ$05horo2dC>fOds!aF@ zNLwTok7-M9d62z0@8)tvsz7)rPW3GKG5=(K%`e}t!6q#hjQO1gyJEuS4Gd=9T;qKw zF;00nP^QZ)BY~C`vA#6+##H1$&e61yh00a}4&J`uhkA8%YY!&@&nKH@&!p=|4oVqp zs?IX>fj&aXu*M8?3Oc~2gZ`~y%r>ct2F)Xnu$^|^wJMnea`m<&3N#nCGu>1B0(e_T-<)A~C zuIyR{-(29$d$*eoBB%I7=xbD=4ag(kgP%_xku+ox4Ty*0&Xu>Onj$OV1^15lI8W3+ zJNqX#y@3Hst*ScR>$Jc+4E+X+=ZPLOQ%&!jbgR$4YIPmYcD%oFr?Zbp`)d^aj}OE; zodeXj-tneUQk(oA0nejks_AjsFtpllwl?ZP9%E**Mo@={I?V5{n`nOvOK+owR;ugl< zSHj@u&rPqtcF7CbbSaf-U@sM=wm@%7Rqeie0=|k5p02cNLNw~LyJ`pW_8PY|(EU7@ z6|5PNT$F<}AD0Eg%M^d%JV?anH1i3?x*g?PBT(ziD^U#A{l8aXX;$ou|D~>}zUM~~ zfDXs$WQahslj(=uJr>nN^PCd#e;bY9LNn|`LV5?76sp7B;vv5MAr>O^u4pPm?eDtg z`#GpwOQQ6cEZh%O-Tmt)|A#KOcz;j}`BXl?<@M zj=|RaIR*;|n8MzE5B@23l*fu4mD&P|H{;2GarpLu0q8)oYdnz}tfwxQ`3-f@PZZlX zQA*SbNGjIYek|~@gW#L>H~}Bgw^*^G9tA^d@SRO>o8}no60El~;y=0ss|LGO=^{kr zi~t&C;01ng63aT5oZEwqBE;};B>i?`WjAGn_2LYpEo@s|KZ1OWPuw4at!z#tfP+@% z{t%rUcQ<07*Hh@*F__qZM@xms^%ArL&&@GfYa0$Aq7C~pzzNEf0N?=(*&mpTrh2_i?#-3C zV1TZ)O9h_lZlKfV#T5Lg;F(}WI=zfyZzU<@z3CCDt|Ji9Y9{nVWyi%uq&e}@BS!@-GL8i2^QgU_Bw9I@n$bEU%%t3ZGoC>zuF3MZ9$QTDr zz!p@OQZaZX4|J4w7Nzxu(vVAxjUP#Gg$IALS%AY6z6J0Os;0p~{M8Ol(S&kJ=oO5EhDKU|D;%sAmCzp4rZp z1F2-F06|#LDy*eh@>X3CJyq@pKgq*<%3Cekmpl|B*;Inx3dFoqWdMfMzA)doB0<-? ze08h=BM5qY_d^$7np5q&5EgezGk*QM;+v=>hz_f%l}e8&;E5zOsgj(U)QmNz;syvY zJ|C!ELGkWH1Bax_X2aTjmQP0tp|`_t?Jb*hWPPfyY=T#Bdsh3UT;+4KY*9I63aA~> zp#oW`D-l!JQju9YLpqxU)GLcjp29Va!gnRh5NGM_gT*sYL$hwzsw5pu9pG8r{mCth z_lxP!dHvVXIUjZ;G6-sR9Z+{qEM|5dysNG5nBd+XHX8nB!?FNNN^068O-AS=Ka3d> zn5D2Sm``uj&-~k>=HK%>jyH56;bHu(f|KdmM5kF+r=Ey)#$bxjUa9+PBV!Nbul)ks z#c=+f-}&44LH#eBr`d;-fp`blj9dQB>>;Y_(YnFmO6IeX6#blLuhLDxaw{JO(%pIo z(+b+i8x{QCs(MC1VM4x# z^9^g^gdH+fN)9{;(ac!RW8DcHQrg)xP->y3X~ci%bZttC_n4w=)UYu!lEilBp}kxU ziHi`>z4(4%RA1j-JY2it{hoswELFMIk=0#IkL<(1WMG``0g3JTH5sD#?CmRd0k3fa z0pq%rc77Xz42E+>8hLHUX;$^`7&|@QBI-JDP6c##}#>$KuC)_M%3+`PI`+yh1_`56Uhk;24sAqi0V0C zCH8j2$LJSQC@*S_aAYKFes_1K+DKFjKUQbw_|%z4v=g7+r(Yf>Q`cMmRVQO+l9BEG zB}8pxND0^qC<#D}X-;Sg<_;l$jF}APGz!Kr8jx-=jL4kM3UYo%uz$2!K;0oDOl%Q# ziX2)-6DteyTsAo3ts4(7ew}l^-IxU_+3j^DB=lOwe|L+v_F5Wkk{Sw5dE1KwI#JLRBf@z8h5Y-e@ID_qE#sFc0p*0%VD6EUwmb>zQ6T)8W_yI_ujD0TXT z?}FztRp8iK*e9zCHIvL**IRYPm z3Dr9z9Iwbzx96QT2`b6H?8BMlwDPkWnC6}YX*#Po*yGVs5eMdFAKFXqpcnv-CgW z;=5eQ#Zl@iIc65~?%v;rmcPMaZ-AOgWDgO+ItOs22lkkzf#jjoTT z4(*i_?9@-Cjm922@N9#G(~no=HoBf*JRb?gFjjUR+lh*5)M!#~3PXUP{${x<4J~$zint9%&o*%}dF<$#HWt z1tNq+(5wzrM5U|3T;r25Nv$`PC~?=vynb`>A#b@0M##_K0#Xm{-EKSg($H?MRMkD7 zfEW0dE^Mvt%J_LK60Z6SJq&cMbZV9SC?ZMp2*o7b@c%HKOM1X^I0Comk2=So72xpR$NMSC0ZSh~r zKXRbN>KIe>J02y<$35SEVO5QaRey0_plaazQK3zo2ciI4{`r8PnOq33(3^kSKW6{1 ze|Rd?;6U&H6ZJ$iF0rUr9*$;(W7lqqoE0v19e%R?UgiPs`3|o~ruWN?VwZW~GLqar zrvLCgitX@}AZSBa!~Rr%d=QUK1xHPmh0BeFW7Qv-PbmRMfxEhqKTrM`=V^|avWq_V zWb-TIxxL{_xE0L~qbHr`?iUG|nq~Ic{sZ-F^~G>Pw_E&j@Dhrj3gTA;23!vaDb3P_ zsD;r-1&QSS=DfIN(9&{{(`8^iFdA`8$?YQwXczo37rcam|K_~NKa3x&fH&aej)3IO zyyWiAc2CnHgN& zq%PI5S!=4=;0J_liUVVb2j9ES!Q?4vsnZrbY}2ba(OBv#M6E)(2C8NX(JC`s3X4sP$XByb&4cz?y@+mx&R1A9V}Ra6U)xjK)s&oTu{BeeEkklvf2 zl_uFYl*$3=LzEb)YWvpQ-_m3l=$qd;mFNy?80RqGQz@jwDM&Sz&OJ5A>ZU0hlJ($G zIPg>rlG1v@t5D%kq`fNPigNRcfidJXMYAe?uQooauXz$6w*wYi+++Mz?-j11y4d#Q zRRHK;@ALePeSc%$MXd%Oozi+Fe&jMso^4rsp;IE77hM-#ZbBaJMsl51T@^y=T=F;e z{R{Se^6%Ts@OS8(PS}hq*nrzx&0|H6@2>2yqQ|R60tKw-F(d!La=whq11oxzmp%)> z?$_>_fwZRqHx>K^_4hgx_qtUD+U2Bi(y7VIBC3fP%ye|Qrl}6Cu4{T*%WmpCv(5?T z0Pf*VIRqZK3kc}@O!6HTCuB-)1=-|2kZ+5KA`S3#S{ACZemMI{Fnp1YKChRzI_uf1 zgK$<o{`6=0+a&J{*L@rjTk&#H^Av4H*5%Dz$UKS6>%m*_`Q2WBe4RNWuM?%7bNh!y9qZyXjN8Hx{T|oGl!jPqA zpcj8R1@nruPJUe+lPPIMP?YM%m*xO1cJ;?#F~PbRCm~!rOU3TpXDgAjE_^Oz3&jOqiO^H{pOw(pA1781lk?4S&-`mEhosR*n4_ zj$po0smtf!d3JV@2i46#85L3)4Al9XUCOPiRied13M0gFKBO;9S-m?by| z$X~o?az0Y3^+eCFp7Zz~ZQiIrronyBBJN?AYnUWPiE~D?INyVYcHI=n|Eb_Z1dCU9 z(3&25z^&aGnVP;-xKlBzfQyPTN+XiR%k_3)xugizx2W!=wKZ53e}IJOS{X!H! zv(?&T9OFof#vxqgS_nx_@y3ucRo8fxOsG(xj^+d=j7a^Y$XOIsSGCVJs+XVY;X@?A zynrDwgsFgSz#`gu_2YWFf_DNLQW9?X-QzY?_bF$(pQt&JUqg)oC9D5PS9K(6s}xkm zG*^CtNXF}xZ>J@jPnG+K85O(|t}H(Hp7}B%s+{gnZFlR38~bgqk*5Q`aqW2S$C{(P z&3t1Ug*Kx1CuY2#~esKN% zg?Tcc*Y|v%uXCm0l0|9nZHvXaKK!RU$(I(K*DQz7Up%lXHO0x5Igy=NbYhN7+aHd` z8rWmLyLooURRs8MwISfU5iiVmHPf7`8oji0IS&`{K77L)%>F%vY2F-UUk93Klk*=> z&)el{5-ttF)Eb-Ke036OTd*b%+-bK`V~^~ccAR`L;X{2@G4R9D`3Y!hsU&^eD+fc= z)oaKfUeTArRP+skcm|f8X~8`Xb+R2i*K9H2gBn_=X6d}nVE#NWi_sm}tfmqHqwDIu z#B*gY{HI768NT)rfW^E8ka{o9Pd|s>dtit;(1(OI)p6t#9!p?*e=?FXM$>ZVZ1ml0 zGxjLK)mL=4$2vc?T!OTB;k^a|FC`Ya^n%Uk7y{(p;TKlXVE_rlv%u56GKMCr_X7s$ zo@2#}Uk(dh>Wp2Rru$)8_vLhPDYtk>S`EzcGRwPBhE11qIpUowpHCY?dKw?`vbYzT zH?m8WkIwoVw51z;J3SUY7Rf4w663wwm^lu^jTYELkl7Thi&jANvR%^q&B3c702eO7 zr|LeTF?Zfb;VMlnsk?S8fTb#j~b^#j4AiKv5b|0CEJ*bZCku3BOl zR5HLnvwNU-t^E)7{n$eq{=z=I?@i7XXunNHqGsRA^1oxB(;>ynzhfV;N$?l;>E4%p zT}hE!>hTNvJW_vSU;Hl@tNLM3k{3@V@r0buJx2|;&_RJ&XdDwq)~r;`*~?QV?y@l#cmb8*bfKE>vz?YPIH0|OL*QU zn_cwAObAJF(U5p@Ek%wIU99CPk2W-=Wr>@Q{Ubx;9*J!f56^zfSY2#4!-+E1l1kR! zGFH={`Sk^j4ZmHiS^Ix?vG!eN$x%nvC=a$=BVY9Vx#t&no<9d46~1(%1ONAIulX1A zF%}5s2qOL;=BwZgb!YtB;-lJi`>Bv3mr&7zUkP8aYOI|F8`~FV&9+~Qk7~7{-bqHm zi+@Y_G-Se!9l6&lqJ9Zko7ux0F@_J=#OC9O3EwPH$jSgH3+4Ek|105(cH*>MykYtv zrkg3~>j}&npnA#x_Wq51-|-M4_KmOn#y(XHG2zP^4tq$JOovD$k0WAVOE?`FOqL?n zx*$69kC7FYVr3eYJsHaw`%B2GNEEV8X(pMdC|I%!A4n=vG8%kIZ3(02L;Pp4?}LCR zT-xza6F3F1FN3_nUQtskM|B9q%~fD+Ex~j3C#}pv$BArK;?b0_@`$(1ZM7H)0@H zmA8md3KX(G0s}K-8KUp|l6T50PZl9zW+1dnM7UlNL|0Y7qOu*-xa?iQO|U_@wpwWf z4u)?5fj5UrRQ7Ns=X35i1kdN_*+CI&1V_xEIWK8;^+G03C-dr=j8et}Rg#d)byk)+ zW|tE-5hOL(XcB-b39fCr%pJy6W^Veb+58P%i-5Wwe z1Z;h)xgW=iNJ1Dt%bGWYFf;^$6DYkR6D!Zd<3Y_@pH47^CI)(tNhntm1;p>aObUJpH;MasVx7c~Y9-yB*T@25 zo(0utIw80{39n_1Tu!;bonDrBk9P_BT5{Q{D_2abgjg0#98A9=-D-975DtN@1@8WeKK4Yg;&r7ymRZAW$)V~g{YvaCie{Sbx`%Q!o%Q%+nOz7<1*_wKi15yJ z9F9-043wo}U~#Z68q<_-TDfV}YT62wWl3?tfNrU$M)poOy*bcsXf17@0UQ@q=15tk z>Na_DTMdJ<`g9cbX$1E8gZOIh(s`Rc7r1jF1pLBBR2!`5$~yt{VtPaBZ`2>;}Ri4^GU)iM4bC@|&eVfmW* zCGv37LR8Rct8VDKPU7~)^RAhyr+>CLWS3Ql+Z%p7i905GcQC|bPykKXsp$^2hsRV( zt4759892LVBbRcbyZavHTtG%)1i?Et5_?b7QN;)PY(6L8bB|hIvr6Cl`r2c;Q47-uT zXnM!=ZQ#5C&901d@NS%Fn*CJXRL+xompsWPna`MKkV6TE*Cde~r(D3I!-O?|+J#(@ zR^^j}&AV|i+;;T7e3ebw#^!|wghCI?$NQ4FR313)R`Sa>`14Vy9a~ zu1c&`C2z8*fqsr$5@NxR7LA{DHh79UQc60b3HxK;ORt7-`A?iTdpS_)l9W!fr|q}9 zfxxs>N8CZPYuPm@(`SmO=9Cm(zY1obeh4p7q#j?MYA}3JI1$O$Y|Tz)e%9<|uCD@s znb195()5gqPq~;f9@OKZWi>giS|;xZ(Fl~oq5K`_dfrNNT1)((M$0h;yUOIAC~Slq zMv(n@H&bn;B3vXOPZwypYf8iDDR4#QZtBRMu?0YPEvXnJ>ZIoqtBe=@?7#1`RKzx) zQwv*(B8y{F;Fi8)AA6;MvI6?`X2|$xSTMZ6KY7Fut{2;75)9CFGnw%c;wC+E*H^5# zj_ep_G6BOiX6CgjbW{bT@P)W4k%^m0W*IBsG@G}2A=fO6Ux3n)hrn_xC7Gdy!`&L~ zgGD1*8k4b1x_jE}P_ts|P9b;(x9JaW4;x5NFP&H@5dC5HIg{?znX9DQCv^{a%1`r(y)OGW`+S0NiAaU z%~GTuEzFs;ay?6LEAdu5SCvTE!hg1FTX^?%?m=jY)2*OYv%;4NbpAP8Yv{yb17-og z+B?sxM2q`)>ux8fYJdwp(_aBD2;RdtPnSu>Ffm`b!=#rQSQRi4sQJEgJ+4o`=(Nop z_X#)UdGB^W9GQopJ0x3rA%p5*H-&#yEg;W&X2m=!y_NpbrL!=q#@(%Ct+fiXf-yc= zIj8d*Ik89#uW=;2160%-HiRkm@k_Nq>9*Z=lD&H$Tub}9UhxOo$}?2_(s4k;m9+9{Wi%_NgLvG`%zcfm?4+*Hq7*{5Qc&e>pk;_ zB<%;oi+0-WS!~;yixeQFBdqDDAzC?u@R6=I60| zBjvwaJGA>|>bkG^!wXAc`C0GqTj@;)&pu!O_TNu|UtcjF6#op$aKg&!npM24S+LqH zPVj%lVYG~ty-g_#+mTf(>+75K@Zf7*?(Dr2j~cql&Z~aIH%d6*F#cMUha9eJ3WUB@ zd+ij_MiZH<*BA_|(h{LDoxeF-!?sNR!|ldGa+vmfK_=I_oJtqn%zMMeC*P>FW}o4T zIa(gK$&d4oQCq()te4=Oy-1 z-|Mm$K((2JG96ok0pKj)o} z>~xF4p!nbL$L&UhzZDa4oer;vu<$K4Nqmyv_odj;UcI6-_k{U%W=PJj*zX}&;8DDV zLvlE^tN0sS+}M(+XAtuh%gEUZ_@$~q2Uv3BeCh?qNaB%ai%eRZ<-ess(=D>VESD>n zc+AA6eB2IP0^Otr)uk59#4c5YNVO`&PC-S^XLKO2JG?-wwpaeLZ{HkBe%2Wtukuz9 z;hBI<#)w5|pfb%3~*rNjwO|{=5YUBbO~kCy@V6{?@A$z^n9cR0*M9 zP{Eo?ph<<;N^VUn3~QnjeJ5cqEU(^QZW%7%CYz_pW7kNA!MZAIxS?{E^0t?pOA=*I zF=G6@*{dA{4y?7AXMt*<99LK_R$H6W4NnrLq#3O2Z5F&B0M*|_N(Gn|)NvbwwO=ge zQ>x1i5d2^;A0v#3ze}FJNp44Fc0D(Hs0{Y{k#1+9zS**6sg?H5F|cG`KMjHagY}vD=NG!iI!WO%e^yahMstl^acdvyqpZy zya|euti(1|XauIH2QP>pU_G>tbkAU1%!C{jAp7G{9>i^X>Pl<^z9O(gKs{|FR(KES+;Ec{ zCOHc%p^De@ZV*n)v%Y_xmvp~sMurDHmO~;7bPiW39dL3@bhE2N$vNvY)35;AET*<~h00%n8N+oOL%@!y!0xCmzJogrL{ z7CfoB+0D%HG+pnio==Br?Te)g(Vmy1Yu4RU$rQQ2z=GA|$~-B)(`n5OzYElgtO zMreN6HXdMY5^%+BlAbE0P;j->aEhJRR2POf4OM>a?$+dqWPb7 z(fkZO*EanQ`~J6!rl)G`G}0y@rTf#R1-tA$so6UU`{(Aazl9{y zv-oPO-tPT@qJ!IRc68W${pipvX;U(ZSc-Y9i!FU7U9D%*3hv3m>%x-wF#!Oo3$Qi{~lo z*pzbws&c-V1kW$(fLK}w-jaHWXq9H`J~p!U&sW6~dehkH@C0?KkDAHG&d%p;dC>(_ z0JM$TWtz^Bb`m(w!#&MT{~Q_5y3Ki~ZQ)#-jxgXG_7@3LPq{CLgeY?yC5!n3sy|X# z_OikEu76Hh?zvyxFXTik(b8gn{)7qgZF^VmV}O%E8E-yc?*z_mfxF7kJX;~e^jd8R z*5#J8X4Up{QMW}0N#&$|M+Qt%TaUd2ZbOt>c>Nj_&iz?*B=5V)p5in05BeiK3dWig zVG1S2N3{>|)~Se+eZ8kmV*$Mz4q556`tDnALeCi2ckg(+nXIb9>+iTmppzH%oQ}p? zx(ARZ;S*1*Rn^s=??#Olm-pHAg-Dy=XXxTS^OXT319-=Nr-s3%==P%HkagjF8{mD56|yW zzH~MO^KE)_d0W52TTBMjo}b~iU_9mT?0KFK)y2d;f?EN~j*{UGTRpE*Yq24D5eV?o zx$eN1M^;lxy4&noA956MJOd#P`cGpzgtW%a%%L}3dzbBD4~8~unp2iH3sN$zho39J z!c?ou)Qr+@URCmcz}87){~-18TiA={9v?d|wJ{*k+Ty4kv?19!!b{$})vVjf1?0sS z3^;_|CTF7!5_6Kb-$zvG@?W{!+n``I=AwM`njLw-#7M_*e1j%t+xtpo+vnrfo_9J< zFS&%e55-Loj6GvQ51$UTy#hSSE-j2^burmc^uJxBs57CPGB91c*@4#c*PY7$K&6}8 zdpVXROoO5wFL2Ov&)e;LPgC)iVAG^owz~HDWSh2L?Dfxqm7fV!JS97z#*k8zkTf~T zN=fe=m$b0xrB*(f&GbY%LOI?KyV2^6q{+8K8{(bX zO&6J(8x^jS@=`omQ=OU_jk`^@-P2?FdO)^d&Y#5n)B(~o`wGys)smGjecJ=rWA9I! zP63y&sIm;Ord&Y z&+n~{?Ib=CB;Ct8=>T%`}z*n}udu(dRJ5#b$$*&mP zWa==*Iz&3nD=_<0I1D!NtYCKVXi{0%)S3Aoa~&mUzD?JZmyMa2?H0{df1rIZncbwvNs zq>d&DAeX|*V`AL!u_Axp>d2@R`nA=;9dE=OakJO1>m*_7_f`kjthn@41m5umWeocx zQsvf~RhREl}16$LOiKYWceVO>qQSPNjU`g^N`IythFhd*RP$UQFJ(~>ng zC%z{*QIcq$f&DhmwCKGwiT1B|s$t@IZpyVsG|!ksa#n@$EwZ{hA~Q!2V6wPBa~=8x z;p|faG;j|7{s>m?)Kl)brGO}|K<<)y)`?zzpGijBWhSC2b>$_v%_C%LDud`q6(IU& zcrw?*GB*k`KXzn(n*TR0n#d~T6-v2MY$l9}D4vqDpR(sKkQO*m`aN;tKWR!*oFB^q*~tfSB7Y(F5u zDqzk{kdpsmKptEpcHJ*%7>F72@scw5M9C9d3$(!INI2@$_o@p+twkvnYz~~Bwjh;o z1XY;C-2@G?DnFTK6RZdL1JD8vmz3W`f7iSs+?ES)lYm(PrTKGtx$~qc^5s35=JTv* zEvzFTwmpGN*GVN*3ME7eRkZmmZXR(fRe=4!0!xSdoB(#In;IH<-YiymKWBlbRXH>s zOjj1b8Blo~*tl*`t3$f*nFfA6!B9s)C!FAuQ7uYmp`K<{z*u3!#6WmSO2|IWuEntH z;;ko5lploy2%aUd-uw~&#E4bB+D(n(-r{C%d)ZzKS!CEv62FhTHvbuzW`DOq8f z5HS3FsU(SBG}I$A!E?9QoASghDzK28+wd7RAj&M_lNPqVL0{;lF-g10RTO4MNO8{* zbdONV!K7QaA((5$vA1d6#%O6|1yr0eE@sg6Yp|-fx*0TNrw?WpQga^~x{06$T`KYu zqDV`s^?o_(!1PMpU`B6is6t^%hs*lv{biO0h`c8$CzYJjL>;ReP=^8oDjh0y@{hL& zR<$*$kT9va81Hzqt(;XCs2E`8)W!lx(D(tB<%w5($E~JbzhT@HTo?{SEbFZUP3&p{W~VI-2m)=vKJ;f0-Es(Mirk~Hf%QVXxw)Jw zJ3-B#7b_S7wC{q990_>3)YI*AL?z(z%q-iTwKW%&oP-UZ#ukOU2(Ss_GuupGAgZ<0 z+#mCm6@%+)`!xu{=sKFr-eYfvueo9@O0-Z&FaJbzTd2x;0yHE;%{^MgHHh7VyOXb?JR_k=&lGj&ne@_R}Avxu9*pjZeMRr zYH5oiQDAbzOXr?|8t2X*SVWFd*i5pJRp_m=yT^NXh320_bLa|n86g;+73^m z)49}B^*fqXhO@XSuaZl0sc4g(Bky2KxyKh%$a}$o_NoexM!b-THON?n-ynmM3KSh~ za&9_S4k%p8Y+4snj-uu;s|P#I+;%`*KVrTw`m9+E1{X~ZT$ydLe{KG@;b^P3J_O8i zwJ>z+Ni0Q~a8QIa_d*GMGskz~;(j!vSAXqJd3**aDn%WNnBZyRLQ#*e6-5j2!qviG(j))BQb8y4YbNyYlwTjNCSj9}@P_2SlCnYDsH+L<}y z6Et%CF#6|({_0Hs!NVLKRmi3&hONC;loQt924*PWK z1yI-gj)uqU_2y-T9{sfD!Mu#_w7YHF0Iw_289at-*}DM4Yf;m6oL9}zdgtd}oZ`SW z@1rsO&$gb_a?Yk`+UYfyex}QN_@w%hg?J&g_tHxom8nDoPil4~Pm4m9ji}_7NZC=D zKq>y>Q@&5$$&v5s6kgg^M_7K#`bie@_OE)Ynh_(b7uTR1}o1LApvpR(q;# zC<0P!?DgX*wV_1;Ja8C?5rJ69Q!(@!3^YP$xT65B0?1=B!Jqr&XV3JDG|Kkm4X7!l zN>dd~&0B80l&EMJ6IXqn`>oaZ=w}DgI#0ByiOhY4kVCLby%W*OOFdhn1{%R4%C{m* zbSSU}uYVxorqohK4BZ*j*=LfKMJn}O;Qbzz&r6@GdjR|g+cGvMawXK>?lZ_eMYXR+ zv|T8l`2>Q@MKi?DV9Qd3SQrN&SAsbTYl8^GtvmWVp`Ju0U`&xQ#=jBSML! zH@7MW_(J!?g2qs9wwI6f*x-r`?%}6PcUHsA3&O%w=s&`o6Bjwv5*Uq0mV(3Iwt1U+ zFzIE$+5?J$-#y%=(HZobzNTI%=mlALG(zr{a9fls_|pUP>9bRT$d7@anA36?Ge-9W z%Lf_gTPckZ;fV6tK1X-5PNcK0Rse`xaC>FbBv1}jj0!JO$YQZ|>B_m4NW0^}F*#TdM9P+}vP!Gw+IaS31eIMO9BD6uB zoHf`%PtjVYwc|qUqq#% z+n^6ti{#Soi*%c|FPY!vPL!U-hC|ki(P@?PlI0y)W?QvJ|f%zOJY&_wEO~H`_gm zJ|U6YcL`(x&C3R#BVK=d_vQJ6M<@S{iKHy7eV^E$y{E^OH`en^4c2HmpeyQ`_AJ4z zHuYhVYcRAakw6ECV^fJ`VM+0XU=D_6lLUf}-^_wZ594WxF=RNrRd%knR`M;EVTIY8 zeZgkS4T>8Zlc}*F3h|E1f>^qzopC?a^oIFF?JRCVGX=h3}Zjg?QQNSckqy$}gdQ zqrH#)$yDqlFFnH-=B3|3*)l> zY}Cc<5`#$7n9BfwxPJuo{55N&1au>+by8Fm7z3Y=Dw^Wj4^>Bm$+cEUW-zdYK8SxS ztrx%~?i;}Vg%|i!jbpVXj>asB4xexsDwbI%fun>)XbBsCVOk>Ip`KMrU~tLYy@^Pn zSVpyo=>6De6BS-3g(tldciq`rP9))!jMptw>yx!-ajCcFQ}299z4z}DNz*tx`TVPo zR#VguY`R>$jqvHU7uip2c`MwVG&y%;X0dr2F|Nz%JBIsP#k?E{Hxs zD*N1mjeuj8YO5~&raf^3;mZaSoZBD~1T(NeT?|K6*8;fX8O}U#4vU5iM`~pPvUd_f z&OEYL(1^1$vK--R4biVgzyp+Ep=|<%epjvgCeYWVRbg|*UdTjF)jb=*tEtgt=LZY|R{IYuobEi`!$w{ReSKG{pFH^5*ETYOwI8M~XA z*bP2E0vM{zryy^JSA;Msuf{r8a*KS;da(hanpX*LS88@g(Kgg*BMYI z2_Z3s22a4K=T!fV>c?0-hMtkLYW? z12U0|R!5|~_izq-xez|rJYFyh`>4+cU=hefYyf8IF;FOOmcWX(0Fe-5M6PeG>dQ{r z8m48`*2-={uIr8w>OrY**3gYQ`YnLUZ<}SMd>%XzAZ|10J~?Lvb#6L2ueS!a%&c5M z0KwOYjpb**M;SRKppf_ywbbSbYIe61(E19=oQf5@#$zH4EvZ;3JQLDKeS~}fX=A7j zrLaaRK!{?5v$n8LjuT(rP%&1$a2WyEz-Jk0*@^V1HA=SjSU-%yH6d2bsOlYZ9Z>kTk+QGEL+Ys zmil(x^%brv*g0sqB%71rl97cbNKKBz9S z%7`e)&R2ShQLm12;YNRWPNkAhJ#cZ{6759|81;7Uo?+H{Eu*l_+3E zv5?J5t%)}vJFn$_SF8|g9YKc+1{*P;XdwC*&(jxmKoG36W!L$GS$sGl7Pmd(LrUuO zgf-X*UF>rr2jj?>K8S+KcQ*K5xsy)^6DpKqK^n5(^a(cVg0~N+^rg2Cr;WA5j%KhH zzDKi`?zfNTY(oFfS#QeP`?q>Vyna!dH~uyx>eP%>996iF11Eex)_rex z`jR$fm#agp@a5KzF#nc)*y<2V*wsxurwWBpj1Ffa34UDCv zV`=fVIGb~>78+@{?j<*PYlG5ao8rPgi-E{rt^LFoj-Yq01DwhZv<0)-#l@m?y;4%$ zUKUh~?)uxiWDSLdcAn`NIMV_aco0C@6qVg;rME`D&Qm_DCP>O(f5Wrq0yZd--Bmut z)%5GL|x`U|uxu~0c$LxyYSKog+4^O=DPg%@;;tj?-uy?={J z#YK3}RU_G=h2|%1P*+buv>kb;SL&472Nx@8*ZVjyw?sIwrhY_MdxG9@BJT^K2;+r$ zBC_wF#i!uND&0lDrSsGYxR_DF{L%QPB6*2e=b~xRi7qNY>SRzwLtNqmHI@))b&Gx~4GN9RLuLro z_b-ZUg_b(Q4gKL*k!SNR%Bx~mYM3HzNWx`}mkes1e8@LC=7FkyUWQeD7~KP8vBFH$ zM8M5KUK@V*oK;o7l<$!nMKb{tjZ1sN(h8&I<%H7Ivybq0?ifCn8`*MhZP$m=+~Y!a9ce6HU6;kr<#eUFQRdf z-Qk-*oIVeW;2)$u?gnbrm#eQ*kpq=Nk3TB|9#l z3Mxmki62P~@10S94Zf1Og>X9m{_;((IsYhWt9LuEx|V?8aMcFi}0zk8C)nr*tA}^~flVmO?&xXdJYM97bNf%$(t%WptbP!-zJS zjJc~!WKV1VxXS0c&9y||oXml}6KXS_H}A_dH)9UIxKOY4Wlwr+k;BIzTFbp@O~R=1 zO<+uwjTB7nYs==^=Z8>>mH(*@;z28HP5Q?s%V2!~VKm~7-uKpjsAoFetZc*F=x_3_ zK#y%R5{1~*Z(Bb6qn>dJ`uPv_46y09dWL3}X^PlEe2d5a>}+E`6wDiqX+;@(ELme^-p!^Ngsb zk&c{fOvXGPSh>MQ_M(C;Qb#Vr5a&10nAi>tmEcjzbW`|)ec>Maz~GxHGVV?-p&;xl z2;TSo`2N!h`m?x}JBQEL8x;_mbP;^_Ihokc^g;|~Bj70E=BkZ4yR#aCR6o1yZ348T zT1&5&c`XUivaTVG69iUp8dqxQP+Y0Xk*EBdbcVaMGK#oX7-;cN1;pOy8KQKih405O z^uQ@pc1co|-1STMf4QB=~z_-6y{ah-&kx_d4irF#l(+Pt(We)2A?wUm5*F z2-+&VwhA)pY0jR$u2Mq?sqZUV@6|Kz92=HeMqgRa802%1XUy2{({UNdMDfbjyYK|N zYG}@C+Pa{0zMz(;6({q|cSqFIkA0niMtW^5>1$EM>r?7MxY$&JeihcP72O{qKf9z! zV#SDwaXsI_Uh85@Wu>RX2b`PHoFxT(ta;WeUD&8|*FX$GqsomCiK ztjV$5H-VW!mf-5Zfh^HZ>w?xSwqxYyR+w9$^}4gI5KL2#35bmIHOd8@qSOOXxNSzY zw{_lr)hW`>YRL!!N<-TmZ(*_!#RAXn=);%cls}v|`auqnN)fXmi$6ul2L~%|^+O@y zAo63#U?71EQs6kLzsUsrI#>V#WF9#gh&yMDO#_oh74P@vW_jug?Qu$@jj>jmsWGx4 z?V@a>NFYD^_4?o%v>qj29&azJ?<(N43zknqr*Hu!Fy+BgV=v^Qb}^{%y(-sp4F=Ei zD5F8H7P9C8io(W9O%jADdQfXfOXnj37m@%jfjc~%rl0FC(1jFLp1Bp&9(w5Y197ba zstMRa3@=WHwM4@(8^f>-5*ZFD?J6uybF{soW2g~i=!(oScpdi7B=NRry^qui-H z`6_0`$w*lN@p6LXm({Q+z0uqfCql8m>}@pq1LS5Z%za~;ad;DXZdDX{sFH53e{}(J zJge}%nqdf_!ov{NJETjmgKF_FQ8wc+gh4K(R@9&?wU2>?2bIddEu+3zy#i^3zOX6O zOPL?7W`>Z%?V;2=Wj$-u4`xLug$p*+or%U7f%C;kXUh^DpN^KQGHzK)kVTHV^=X03 z<|>MorskOzYyWzV3m=N1q3lAKEsYe{8ozvGN)GZlf_(*S`mCx}>7cr6C@Zd!`?__x zKmv-i5s>PdZywBXzm?@ZSsn4zcO@Z53)=7~(Do&nR3H{;2vGhQgpz3F%~Htv!` zLaG(HkUrtE%)Mq|!|~R9Qnjp$dc6m?JAu_%v;3p7(UzFoSa7{XtNqA~;_F6JT2yV? zqUx?(gGKl~i?69`)46I)I)@?Y4!N44Yw6~|f0{r1&&7O_|A_gBnclf`)*vgrooQI zZ5|@}rBarL8{jYfiuvNiBj(6|>u12{IxFtF@HFxlpSwbieh5*_ZU6pc*b> z)ZAWW>mYhL`cPW`oBL-9eQNK*4V_nGjHqkyAU-Dv0nkF)S%jtv-%_G*Vt84pr697J zgWfN<^^wf2jEVhBQAn)T5CcC$vKfgfXQ2u!~#{#Qds0`d@kK( z!Oo41b*l<1d-Mzyvh!Y6=DmKK*@$|j@LWGAj+H6}w2{9kb}5)MUHh0(ZGg&7GSsKx z*%L15!n92o^fi$4D}nKGK|y`2R7CO+Hk5($C{vN;0{b~BTHKgDoij*OF#GH(+@pOaE2HRSteU)5(9rt=GH!ja zsr{}H4mP@+YI>%Oj}}RK#YW4TUk4=lke#ovMQ5eIFhaFPf8(1=4TmRl?|X2HCvC4m zv3Z?-<_@gPJGJ5y709^CwkA;zmnrnniZBh8D41XqBB`hZZ3+z<2hOYloEh|E)h2=> zzk6OE37?#+$wEn|3mN10k-MX%kss%phK)i*Ik{Np=)G`e8Ov?9JmOzQx7c>Ra8?9nb zbTW}wq1mcM^sV9MdDXLbcrL&Fh)gxtxu1DEBFM*ddSs+rwjJ6^@WPy!_T%~BYIBa2 zJxKFcpU-Hq_b!rKm`p9{_>{J|)0ZrB>$Do#2_%@T>EA)*GvYqo%1j;yf{cK#1|M3J z$HL$6P#qLLDt~tv5&#xrf8Ws)GqTsSIqezNOpsZ+h{TQJGgqI8bmPRgohoANUGzio z9Y2%0idyezjyDo(dGO=`4Pm={;;3KqUT?26H`jWB-I%ag?6m=#r~A}$iwX1=x~xuq zY9F!ZLQ*}+IqscLnZp8HePTxg8$SBHau8L7=QIaNut8FtXwP0K3d(0~Fjy{E%O>1U zzxHwjs zLO`s*6Og=>@OG`2QW6+BZ zzs7HGWG&aj8FNGKSO;9XxLD$Knn}*bbG~`quqj3&hpQgr?xk zTYMZ#h}oW^f#H@aU9^2>cHQ9>6bp+^PP^Kn$ml&Kr1JeZ=H;M*EU$GV5uxbG(Pk-> z>lTZbNt~Bqep-i(HEjf_#xJ$hs~aslRM`3KXA5ADnC-EvJ`au#Vy}p^H48eaNtm}Y zmR3X)&IixG{zlin?`IIYqXgtZ0q4TXO9r%Q3Tby#y}doX<)50c9lba$@uI>_~_k&^nB zpu!T&)j4dR>0#uI*J~%km{QvGuUObQ8}C%>38(=E=fwe}vR5ep&qFe;4iuZ64Ij<= z8Snx@lNqM>jetn`JXbzqwD*or?cQp@$B^1qzf9-rI3n)w055tzKqy z9TnSsGM#dhItyxcZLG?SR?=n>i^`n(5#|gBs?TA?K7@yycogI8{^}1i$7| zAV8w*Gh<#bpo?!)%G%T~0o|DFRlDVuf2MBA-R66;k*%TuUK@c3VQ7F@xPzbXg7O&zHQ$Q9EhMywI)OhIki#u}g4&3a9jso7)Rs)6Xta8D5K#2Wv zSz%yS(TO%1U4e}=^MKPEsbUR*5CEytgTRU~D8d`6rdMNS@X;Y4<;F*Q znEq~!yW1seZWAfFZ`V5Q(3`?SJdjm(m5Yf`x>l%dGFB#jUx(E`QRHKYf{r;%{1l0H z%=*q8m-G>mg)bdr@Fgb&B{<-E!Rx-S zEM4SyGpCs29_Z>=%+Y&}IaoUTn1CBBt1R14rq3f3vJaKHW*WKkYQLo3?LGB&TGm;~ zOFLcFd{35c@fYI#SJS^e{7+qX`NLKpAY0~|fhr`gB zyTbGQ*U9)DmWYYG>Bqo(*BtsZ3nM6nogp^70{@nF#~k>*f4?QD*KG|Z(`0#DB``;qoC zE~fI!VqckB$13GY(nU%&W>V=e$S)jac^Ps$02Q^P%L*pA^A7Y+ceIAm_O8YZirA4U zO5^hs??ekjjnH{Z{fpEq%D`I?^$1k6KYx7ssjLc@w?O`(*o%-3vSr#mCT4`%jskI2 zK;zA{(#)txGzL3MGk#IFTDt>~tZOc-tnTS& z0Ecl&er3`CM4(l^cvp(>^QbQrYDB7~k1Q`SK|VS(=21>n$AOY$gd3+ENeS=CoEf^6 z$KalA*u@(~>tkl-`?_l0deThENZ+6O$r>@~g|)nAT$#Jg{9@s?Lufu0Ca7zEc7ryX zo~N#@*RAV&fi*}Yra}ySH>LGf-c_FUu`5G&6Ur_FX~isz8aI<(ZwUPnq(W6U zE%97JgR1xli`{)tVbe@9eXqN&ijz1};?r%z?v@s1}t#pWZ{LNna6Jpes30@b5I zX~b+fJ?j~JlD*mEo$u*eG6hiwug8+u)Imz ztsb(vScS(|{+F8Y?l`hFEzs{MiO>8pww4&nEHq@voRVE7Lu&{rs zr$GnG=8I~YI;U5>Y9XL~e=Z))3~61~dH?5XzJ-Azw6!hej9FZZnuGe2cc>X;Tg9!Y)U zdz#mK;TzYr4C&??+0_v_{xXiEZu{qD3}?f}s9NgoB1=7`7u|FL-rI&YK&85ZV*eFF ziVxu-9AOZU#pia?I1j)xWZdGzSqHt4GnmQskJ3Jdf6-ib2e{E)Q=xcET0TV28Y~%& zhnDGd-4dpk(CjNsY@H@PB~Qni#yZuTby7ShwcrJ_)w*lWqe8c9&avM0iD55!Y>9fS zbTv!-VuN;;FQW5%X0`b@`m= zr_1k{qzh}oTman!2NCcr#t4BKEEA|Z;?jC7sx^WEb+TN{;OiBUW>&a6R8V7&UMp)d z((oyxue)F%s9MfH{AvaydCV_}I%ystqAHF~2llT3)?|h`r?{^(%)!T?qgm)eOZ|^$m zOCx3Dt>ZtRbzI?>0cJ-$W6Wqo+@LXi+FaX<^i`$MqGVFcyc_SfyB3Of^zw(QHb+;T zJmFdQqkzwrPr~9K#3n4t&hPi-j?kQVFwGggBX%4MO+vDqX$A#DB7gWn#_ScF375M* z6n@%o?yt)ont$1t`JD3i<*tu#xm%AUNoJ+Whf@~by)qg>xZIJ4fB^O(g-!(5({FF+ z%|!yP8BNj>S3JcbR~SIl9yj)vI%X*`$zIR3>tL4h$$_^ zDydwwn)X&5+`T=+&R7GaZhH@lStoQOAj%ExkPrND%wxoWzy2VpbpbR>8wjS2&0Y)A zw7}|sxO4}lt;DgQdo@-jg8`R|=8{!_aeyIefFmbIT7O|ZIc2kEuaX9jng z%TqHd&g#|VdMO7X{AwBY8-!BZ?8U3IFHJDn5?GauTpR!Fy1;AzSb0xfzw8uv-No9a z*2lmfrK<)I?*oOKaf>W@K>Qh)O)$P4*{1%El3>(zJceprxL?&~6RO>D>@qf-tx9Tj zJ}5xwdtOK5-2~`exE%~BtUOH-_MjpiN63#rx=65wX}nN~B;25bnIawzLgyWjm{^_w z-ZP_~%v9T;svvK%WO1ZlsnUjTD>zD7Sa z(?K5JfqlNKnerP8we2VQtzC58@iL3*v27T&PhBifmF#@HgRQAt2BQuDlk}BDfu9<> zgj6xDExB8ZAspr&2jrHFu`ZB`zKxS#B(bL16fW8=)R*AY4d9$Gfr=kXS1;%jq@+jH z>NN~vnJ1cP13Q~?JHUArr2J#sBQa0}c5YrEE;+eT%z zMgY`v=IUGy7)kjk*{b@TQtn!uc^jtj98rDh@%~A*nI$LbOS(y@JN6}Gbx@;EA;^ly zk^+t+qAq=qm$#2ssIJ9OVwxKIs`ZGWCjJ_B^92fyc6YdQGk~?bZB5o2pc0b|;P$;x z4f;3K{(D-s=*6_7X$5ORg-7SXJ-&6riHHd8g4tA_jug8Ze7#;q>*r?(0**{TDXSG2NC0tq|KiRU9z+UC8Z zCXM?P0&hTf^ZDEdXgaQJ(xBVar|!cp$wi7dx0WesUJofuwV97mLf=YSbU*x?HD*bf z`2HJrsRIxEN3%)NmJyKXonEt-w{OZ_27Ss2U-^uik@&nP8&34VWr60~C#gq4$=k&6 z;VVjBjzms+ltj)8OQuZb&(BRQok+>%?Hn$=ofpimL+Wk?H^^+hjsEySs=(#vKCfZS zDgabQwCc-Hmb}liU=;fS@5~t;$d=D=w(baJDq_Pv>8-2br0@j1v5j-ybEu z{JGZ?y~A4WM9hS>HHT?GwDEhuvzlyGnVj$9nj=-=PkFG#He&VcTOlrYYWXd3MkB3# z^wp>Z&$-tCv4#J$)|i98S!0mTMmC6hjzyuLKKqW@5hjOdTk)rm@SA=RZCCr z@*gxS>UN|pUMA8D5LLh^b<8-RC71NZmP{#_QWZ5nTQ2`*2($7+t55J&4;2^9lv^MU?jN1 zKOX&z0G`ngtGO~5+DO{J&gTcQ*QpP~uv6paqm;du8In6i`Vv-xImHpIaD8s_O$ zb+-rF!#9GwlC<5PN^lq1-E}G<_+#t96OQZa>$_=#%&on^(L@+aZYaSoEL|I z?D1I{%sA%vVpOARLW~y3K?*#_d|8``kcB@ac;FA*wO+I;86WtVE$e)=SR^U0JZigNr>k>p zu`!waU@|kAdc!)ys8V<9^9A3o0YHtLylu8?nEHIrADvDhw#@uER0XAm>duyRWKkOd7NN= z=yVOXsL8*6sz;SuuJmw;bNMdyli&|^x)mB@&6W~k2gY`?FIbQy2Me+Z>c*)J;o}|m z+af;8t$TLtqRwGwonLFQ8WLU>ZH-cqjL#2HXWbV3lC42ss&8@%Bxi5quk*3<*8NoM zW@wF6S63OXoF4pETQ~2UeT~A~SZPs76u}#QDrlOoH!UU}ioT2~WNo=9S#je3%%g{X zw-ZNN>!?Hsyciqm2M4St!Uzxh zIp4X*BimXg6C1(Ji0|IluDd8zL<fa4&%S2?nW;g0ZYFwE+nt=IqB#BrD4 zhnf8*+Of@t_yN(|aHzQ=``Ztb`KKSI{i8q!!4K2o988hOF=hXZ)AF`x6=b^Q;@~Hz z<8?j#fRj@Ww6{UFK+oHyIdQu&J%5YK)TJ7-A};Fv_TPROQPTOp`(f%9T6c9dGX0Nx zo}5B?=F~n4T~U3Fhn|GscD1~I`(fB+2!5CcA2S!SYINGeYh-rZf8iqtewd2ywfuSO z?-n)3=PQ>Sn%)1s9_DhGh_%)ubn7oaj5BmATS;H}=uQ7Yf4QTcMvK~wh4_~YbzP%( zKXn8H%pf|Z5J)YTrcj4bgdf*1x2UJN&^r?7BuPYaT;N(u^mD(+`$x=!n+&a0H!1+p z9BW|ncqo;oZ7Kw6<|QN1u7%y~t+d&^;1bToZyMip(6r zpTI^o@(KC4Pn%1OEQp7@*xS=*5X{8 zr}xu}?OuqJh!f_W0c1%-I7j2dEu0Bzn4}Ob7hWZ(IC~-$mlH6}ELbYFF#WX!{cEiC zICI9dbjGYj#(YS|VqwPelZ=(cjMcM@KbSMur874z{wr(DC|ygZZ)z=?_nWQhjJ58R zv+^lOBo}09uP;1k%g(3r9I6SC28K|9{Q9&u9GP!v(jS=kUd7Y*saZWdWhWxZ*kUyG zC0DaO1X6wg9!t3YK?(y(0ks*hzPmcmTTBV)=m@+y`oj9px zPSH3{cRxOl0j9-xiXl2uOkM)?B(Tl42<)v38)FouYPCNH3iKQovL3RQf$81H6b#AK zyyqFbWwZ_2S-elIg3vkQeO8|(f-8s>-yPq6A(rRKoEkVJKd9M-iPr&Zd#Dn~ zZCi;K97Pt54|vO94c*sGoe8aol;YYTr6(HB&yCIWmgq6LMPiq09(M;~FlsK5et0po zIlxi%E@`P0+DyMX_k*ikq*4Aus6ynHT*MfnyBa~D4pi4Xim_I=jVvfT4O43F7>kS5 zYtXHu=)X%adx(oMVo-o9veDRV5V_qcme&l(6AILHbJrygE8S>goC$T`qgJN%a6-0r?22Tza7eEaf~BF;v0RGzu9L&+f+TnxME zDxnz6BKsr0)|$k8KF&gjOwrgMR1r}6fzSQ+wCUM4a3NMc%)+pA4-oc5^}2_8#}!$J zi;5twrdMt`4ekheOCT*htDzq@($BYdSiLn^S$55#CX}_W&3B{&oug4W>5rjH$WM3i zxJRFR=fd!yLCI7QV7?|n#a#&ghR)&AaW}iaWiR3}Y%V%mG&-l;FHtQtOP94+yCH)( za>S;j`u3TqX7N;TF4^glaqM`cJ#BnIqzNL*GjVFUSJkK!&+IoN<(-I^qxCZmn=k)i z@<^ryjpE^#P4w zV#CK;*Et;2-ndgGoqpsxF)366tfe~Jv9esnOFy3|os9Ys%A)^=l;%ocmIo~wbxbi2 zyvD1Zez{b2`^PBD6sQ);Fu)KVMwmn%>cgk^D!%(H_AL`nCrB12>*{WT@@<-p82nRz z*5sp(TGS(8@kNoAb-DJnexc`2wRP-5vC`}~XiVcKLnE_Rc}Fb|HpRNk!d-VazS(J~ zZQRuo!Zx}k5P0#H=O)5Me#R8&VG<8;nvlVg>N`8ueoUv}^1mc12xu%>0PDI9j;KR( zjvZqBY}HJ_U?~0PQl*XZEwWjjowXJn(xRfRd6TC@CVEP0_}B7%fdeVZ*UCj;H0zuE zEWM*NN%G+ijN_E>!zsTq8okn={7v<5kZ5;Wu&s-*2Rh)2zh0Ub4OxrEP}tseYxV#w zo|%QIR@#SmQCxM=xjSr~*{zwq5^g$G-yo^a`Tay#-)VDctL(_6=k=h=df?}6H6DY> zuTM&n=^9>;+4|VAzP8i;I)*Z6z6trLT14ucXKtGE6}psLf*HS1eDz??JwM=HPmSw~ z=^+#U7hb7JELL6jPOyn!Cle?30`R9snCzaMFtKV8Bk!d~LvEeZj&OB72Df-!>gZKH ze;#A=Y^hTRAI~cE&0}6>`dsdQxX2Aanx%YGjeN}msyka+$Zv3yM=T|rY`!<<3qiNb zS>YSnBOaKH7E@O&>Q=|2rtv9-&3tuQk*OevZkBRZsFYWEyDkvcok{kDh1J$Bv9a&$ z8TtJ#J&tdzQnQPFw`(byG4ZLCW}7J!9S37R&q5Zu%75q&N~BFtw>iG3F*Je?lg-<*!aGiEtTI0HAtg>-v;2FCaCunr}g1Yiv!3);es|zW^7xqwtgLcbA0=)Kv6-+stZMj*)wk`QCuNSP|WLR9qz{0 zbUsD?(}B{7qx`2ow(K2W-@ceZq@uU@H^Sb5Z#wYgw>yWa{QdCAHzq+iJYEnEk8EcU zaVh4>2g8MpR@^(k507DGboVIr_)vVJgu`Pl_l@|}pMA2kJbI_Ffpoby7$&5LsxpPZ zh_uv0>xMm4Ui{EK=xEoqY?2}+&jSV1q1S|b#kA6+-}#Dj*&t?a_8Bc2*-Up#qLNL6 zK=a7a--GoPgv3q6^BKS$TeRE-2(C!?FQt~iQ@)+a#Gh7Jyepz5tBv}1txzONkbz9C& zRHE^>89JvgCa~d0?^^tK7DA5T0NPgCFH!&=RU`BBznIdNyZna{8!<|RR=wRnj*n~q zc6^-s#*;bX`CAtQ{oSeuF$WIyMZfkBCjg}b{;`B;h3Q|e7;(h}v)9c^+fVKZonRUkwQ8~)L)KnFgp zX82{wM(X=_UCesmen0as^)NqIj)ne^3l-3VO2TAaP)j=g(O<(sbTZc^Ix!2a4y6kH zNVq{xCH(Ri_akHdVMNb*9Cn?Q5Uo$DvPh*wir4)IfYRR?`w(}kI-e^e`hHI76tQL= zBRWn%>x2MF5^hP96O`G^e0WI3e8X#V*tXp<{&5}p1EcQCCvueWj;tD*nTufjJn{`O z&}9LBs1=wjnK?z}+Ow(c2E}-EvRwAjOU;P69C38QEVAKQrckAK`6_3onFfn2bQCsL z)rJ;pu6iTl{k%Xi1l{9=?1%nQrZ^4mH5XQfOx0>dF^3#MFk;C~oux{8k~kaQ2FNy6 z5o=`{xKu}MFCey%aL%t;^~?xJEO@cs31h4zzzx+4z6ImLg<5!*Fvz4QA+ByA{;&XU zt7k{50p4p^=OK*Kh^?05=huusk3kNxT%0i2b~Z#yq*#|#w%{O`oeLle9pryLrn|r}8g_!TG{R}xbr;V| ztz-4cE~FPhO3{?cpgqKgjeu4az+$bEdS!M?ipXNM9nL?_y9YmBVKSe}7sm9au!ZRzM?)?E#}HIOY1 zdBf^d^Ke_niaQz3jbMYyMWY)e27s0n%t3qcT;~~w$B4rjMy+9i`jAExt_}u}NoQdM zOK4}Y=sZfPf0bLIJS4!`k%C+DY&Whiv%DwQ4!p#oC)`U1-Lsuow5=NBFvpt0v3e%m zh(~!of6SI!s&aa!NQdr}l(7UMs^$NPRdc)|f6Yu+^t7le9^p6Z%A0s!{1k{xRBPRX z#|gr%JDXJ;%~E9_kqW7r@<_4_Hl1GhUfonZmQA<#Uq?*&|FI%8toSVprK0;cS*XQ7 zR)pC9Ru<|+SP@eHSF%v$KV_j;=>D0q(CGj3ve5s@qwik=ng2wOzCUH55rljpM|9)b z*WW9`befEID~tPezV*l|Q)d41C*@OJ{5N^rN9nw4 z@XxKce7ZCtvHBg+sL&ddO_WWokr6s+!tB7#leLnV-M+cyOU?2@nXXsD&B*$9Vwm{gECcc|#|I7eQwzEUmS-z!sv zbqCBE=*SM`ef*H5Wbo03(;AFwA0ZcbE?1lUJudOiLLobH5S-BdPEan7DAn zJRecqJUq-_w0uni{-%W=ui?SQSeNA&^iU1g1l_CL5Ve=l@$#6_%~Gw44w;ARh571P z&^Yoz9e9(NXY7G38A6W4znbvc5Q($y7@|Fv@ghq(7vKI- zZx+AX<0zXk)?FcR#P{nSYL22Gr#C&5G2Ffr-EcP8N|kdrS-x?TyB_P#K3lCOTqY0g zmmia9bLyB`RE*Qe{Vb4Bd~;7gF1U+Vot;c7t+L2Cw~AgW_EqQ~VI|tB=Hr#g$p{pe zw#z}otKCh_k{89hoZuq}ZJmT4Ae3#L-*SoxPtka^KE7$TXp&=SENX+WRQvL+mr7jl zo?@VZosfgtmW_)YZw#%SfwcB`qiH49lWNZlFTJwXpF9kW+Uj;$lopn5>nu?kW3*T-p1B-@g`cg>?Hp5)ECdv!~Y zw{lp;!y~>M;`iVNIWtSAWbWg(S2Zl*g^H(F2Sb0RPqLc7eO5?!Q?}Aq==7I>^-5?^ zgHqb4=ne{BBY z2HSZq?K1uF=gTpV*~KS?l3RVO+8(^m2@jYV`OuE`aPdA?^(StM0z0`OCE|d>{kL1S zcz)SuC+r#Z9(JCL-HlF+?k9r{dQ+eT=$gWv?Z|VP5N(lwEuEu}em{_JS8m&Vd$nP7 zRYcDh@?aYAmLom;+|ub6#v)KiqV#j~#jlWSp%1?;Z)ODOwb1xAKCF}fG52uF z%9=K^k-`FTY3VWfu1=~=Tr(bM^a!Ii1$-Ze*JrZWyxy%qvzdgL7ADM~Am*V%xh)FIXI_BC#@`TNN4BLRA_> z;iarL?pGjY#xCC3Os6Az`cftj6jcpQ+|-d*o;G#oI!aU~KIN4Pl_4itg_fq@ zv?7`kpSb#zT}th{!9es;WZbt1>>9_^CUo3Yty!G?ggZcSBajd)ysE`Th!tKY z`4@A+b`B#CAG1d1K(9&Ml=fq;K}LUDh&K3hNT~d$Bb2x^$a+B`5c#JgG)Fn1MV&At zoc?o2c(KE;LS?TEjoC1dxf&8tXUgf@A*v(J{s&=2c*su>gtBh4h=g$cw2y!G4XoXF z6Ae)R%M~-fMzKDD{keGGJ6;Znr(&hZOAt5$^+0laaPJ?*znV(fmQiXJ?0eMo*e{4nAt7XGy=EtPr zK#1}ws>?aHDcsAKoMDuN5=<(s4oX1vWimAkiIG*J2Ydy!sy{L0L;Q!b+oh4*Xry$@ZE&4irA;uCq~WY`v`3F ztw>~E6Ia>a&W7Xk>3H4N2F1G)Zv@AKg-Eh=p{ai)W>wa}g1FH1OW>EJP$Z-2=Be2u zN#JKPHesyi`>&7}40=YF2|<=|-plz4e#m46M?U*O6}d*!7+xq#e?W{RF0WdCaLzEx zSj7Se=0izHXwh#-sNYftyf;JFGH^vRxLU-?f`R(w9l7Gvxs(IO&CVI%6KM>P*<%Tg zsNpIc6zE4fMUrS#Qz-p{qD6w_ziTnvUQm-*($+-@I;+WllvbJ_<%G_u+B!l|jY7I3 z5J6uVBC|Y-BOLbBWM2~g0i?bN(zmpixo6Maq{3!DZ&@`Y&rXfH0>{h2F-g1`Mdx}c zYMg6@bXPvW6-*0DWAm%41+mr24FM%m0TJ~sK{l#*i6Z?#gzZDrZx9zCB#Yvl44_}jc1{_UKByHQ+n>gj8~=N|{&| z$O;+VOT>wb#r$N+-OXAWWkADt@#@OBApBM($N2_MY#E$WC1i!ltB@(^%CDN2aEnu` zOhE}Qx7dN5bO&)(KcZ1m?^0a5bH)0A3YUY0p3XHQEQ~WPrCw9UXc;5nAXR&9 zq;rq@jRGFocH^>oCg!_L2;V@t#>Nmhlx+pq_ypLH4VU*lK}_|P%B3>A5HJO=<&VVi zz6a_^R+~CMW~`k(bOQ;k$CZ55J5F)~b>>Ue#+?`NCn^Et zm`3Ykqh(`p;YLJHqgK#P*@{~>T!Ic|e`7S^0YUgWJmmViTJvxd_aUU-43~MpAWylj zlHS$O(C4KUg7EZc_`xD`xLIi}(X`x|CZ(pK2>$n5!v7ms(`XVFau7c!QS{$f)6V}V zYwGqFYs&cFVNI?7J!^XPKfsz^{qM4-UD5yFv!*ux=~+{X|39*(nFQ8!VFI+TsUFmO z(8CeEx7Y4J#&hr&Yx>sY`%x#U#dn*}JnwPD&u+OYe0KRbD1Y1^eEGvh8TtO%vuUO` zbhdAg=cII3qLglbarGXHSarLIWXyWz|6s}d`OfSQk1e5>;XRJgZL|+f`Xz1+#`C?H zlcrPt9RA0JtVAz~54oB^)#Ncf?+fbT_^_wzfZ0>y-W~2b6L;-b#Fv`6MBMHotLGrv zYEngVKLHfaijmcXMkOI^D9Rpzy?z<^glBKRIoa?P*OY}cuDNRxW*Nh^?~n{3L*GpP zq(cP^r^nY|#q6!tEFF|hdWg$->{*>&B}o_7oDsNG3teiA&n_FKuX}KJ-`b6z+y&B2 zPA?|Xobn=OKYd;& z9Yf+cn%o7*thUae2AU~-#AgR{Iyj&FaLbXIp2)`H9Y_K-b=fhWcy`0DpJ*jK-KwpP z-oSuo_xLnIy0eR`t!l3y7F=qx%hcT#)uo5Gg}fnjk=#PK?aU8aCln`~GJ{jzn_gR% z8PhX?yevBbj$rnI4LQ$ueYBC7vtEkh;fjok;kRf-HRS=EFY-x_cD>#JLFfr zXFsX@YQ|Vp##LT*h*zn!LoaEfCg&l4to@BJuu+RsGLR2FxHels zH8aQx6aErrBl@CE9C&H_s8O1g)>X>rX+KLqgT@14%}S=Xc#G2t!{U#fyONAVD%;vm z*-*+OZhd$dD4pAj*$Dk@jK;&LrP9xydPEz^BtChc(kAV*kF@ppbiB+DAwluOgcQ@wa!1NgqdTM=PnF|inttjRlzo^DwEOVW{p3uiK%xb-)_6QN=00s zSe15d&TGA$ra*t&`kozZfD^Sp+rKMUdf+NMl)zR%&$>9eTi1K&4~^pp>pZ)9-P^(Q zrg5kM?w*}d?m_&9!v0(99WJ%URLDck_9}+H)I(WLuWVuleg^~bM_ElhYd4^B`B##b zoT_mE%Q415aM>U0;#Lps+{1w_tJH9> zdSv-O6sfrkAFnsadZ!Oc3e``1QsY2#FLC~1IozqX-HI%7UFOE&+xyL!&hzWxw;np- zOjqz}OGgal=UE8(eg31>lsbIOVeYtzqYpiHR#W5__|`ZBuM;yobp9#OO@5XYH#W(5 zD*HiG$~67y%%dOhOFMSEAHH-F#vpJ`BM&NO3>#7w*HtHzVd$TlcA0-N`#?Jeb(^`^ zGq-6g@7^Cn@=}hB=21<*q>0CrXr9tUWg_s=^cmlpVub9)nSz6Za+3gN^!mS{Q>+*l zDW@a^W)b7IP7>TPEfO6pJX9cU{r4o{cZolfgaq!?H=1(|JeLG*rDv?I;unV?t}cl9 z4{)qV2}f`V8^t2+W1$5LK|gb&O4n>(!xTkwM_@vuEzi~336PTQhN9c*F9c=~}TPJhvw z^)TQeL$|9W2R}k*KpdYFN~8+Dy})RDIhsT?laxovVgqN-fDj!&4$bc82gGu^Eb3MG zGTvz8qxTC9CT7y7XVVcES$BoU5t4+Cu~*`lFQ-y&ED~6|C_>xkFZ8rf8p6NGuiqch z(of`QSF3O#@W=IhyE3PRNZK(j-vLG#&|cBbB4ykT zkfghsPEJE`1yr9FtBl)aoA0OUJ9=oZyJmLK#2}kXF6>KQrhYhAAQHP83u4Q~?m6+M zZ(`v9Ri=6@H`lFVn7qT9udhntyUfs>`dtnr$r+_zlM^zU7WY;x3L= z?RmU|V0rACjB!J9B(<@fydkPwcg$dpG4uJl?tq7}cI>kSoLmL8 z0L)W=17%`2jXo#zyyhYC&2RzW>XcQ3gGMZYL4`_&1dB9v8u~PPAqNoMxk?%!P?Hnr zIL937B2rS|X>^VU61&zyl)5|BW(HhmVMX4R9ut0P^~ankYZ}k|8CB{K+0Q-a#T@kgET;m%FrX3m zfG|?lm@^3iiBN*_)M|)9&ArpYM<^&BaXMv+swv@gf!1&z^| zY#5f8fkg+6FFdIAa-uHS?blUxzWJ&(?~}jAk8=Qpzvb!x;+pwQ13`eJ3q-xT)O?wV zES~e#G#klzLx_ikmqU0JkqZ7!3f(&;PP{-`&sq;kH=7LV4 ziaXKXo^Ftx;jt}yqMjzVR`ewz>YHh9YKmnuQhrcXL)xV>s;Jm5zCfl*_zVS%PGHeq zW=jlfa4>Nj(l8gyYdizEhsbzMVN@UI&ex_k7jv-ex5b6fn?{H2tO$(uhjTF^;=XvM7;s%~qgSVpa>2n_*cHc`ePKM$6s z$CAn_zREjXo^i7(k|=8@$!3N%C`mr_j;xfeq&t@sI@-AuiPUuc>Y$OJP~`F;Si53s zPb&hcc#9WA+~LgY!Dq`F-vUA!3@^8x0~OgUK`&Fy&lXiWQZ*i#{l6^~23S1~3V$3@ z{5b66{|0pWulwWk;)h9!T9!nf-{_}a@qS=Ecia^t?Unx{%s+a+>0kH9|2+3csBP!E ztwaFf{>YTjzV`LE;wGK6^xOe=lW>1bkIQ_bTdJx+w~2Dj2X7{Zi4tNJj%Cu@=9jLa zpG3w^j&)OLazj594JbYhZ+*H0`0z|eglLmOjh}OmH^r@YV-;2^Z&e(X@pgCwr+C;_ z`Yuw&YLmtZ`g!Z=f$i~C#OJa-kqma`BQ#K~bc0EV91}lPe(m{A>r?gxI3wT`FA#>C zV$1I&SWHv+MeZMJIaxx4>SaF1Ovja+h|c$H4{=BKk{0!xw1L(mJ}XpW$4=_`501X~X)+F!UOuy| z*$W6w=9=om&1Oq>zlv%0xNpyKol>JTMcV16I_=mg>!>PcB5$(iCr*G6KYR#05;^W~ z8w!Cuq`ZdZxj9?1c``$<>)rr8@Eo7HBQBd2a5Lyi35zO=TTTp*b6ChG*M7gN{El-S z{}Sd3`NHOC&J@h8hi2ReawI*cJ{*}P^oGuRq#YIch{tKFkg3!UHB#H++S6uzWcy9W zBxn%6|CD(z*N=hw*BhzQ`)eDUwQ62$gCXZKTL;Ob%DXbc`Pj;weG5jd>OeBzO!;?k zdl^0Vt8Q3N%kt!9qlx+i-&h;%RPC_-OU=Z>QHepvak>4+xuW}8j)2yU$xqS{_U)9= zN3=V78m`a7_Pn4%kTux?uuPy#29_nwm3!v#P;oE6M1)g$w3>f(#@QnYVgk^0h6gdb zJ0-OWx;#xRd>R9y%m0-A8jcp9K#S_}90*X$-HPwFD4IwxL{ME@AR9PkxFa4Kpe?;` zE+$aKlW822fwDDuCgW^e-vn8g2M_g(R*FK@g!d%wY82@d3HVjYQ`7LdYIaq0xawn^ zuj`y~xC=NdtM@VR9iNRk$-XY~T3R#sl`0XiEefA3wiUuB$-fiGcQ5){C%(_rR1*mb z*E^(h_Dr0tf`2J|U#yELO=0o6Ty2X33amLS7S7ZNOlS=IugH#X4z7a%h5qMx%mj|ZiyX@=U>w5r#cqlU7jA1A)@|3QAh0@zWcpf@e1>F~-h)+$*T zJ7`16t?Ja%toAo|+D!AnGIe@J+1cCj@=9KsYFcu>4SZO?y}?D^c*90NZ(1P1dv&*$ z<~`GUFNdAt=EEyD9Nq_IUP5Z+#K$Ei!SazgMNo~6Iq$7Y6b zs7u_jcis5b(Ul3^X1(ZS)aO0gew6rCbUg9H(>JiCfJ*2sBP5e`gZHPqqyvIa7)A-;OtMmWf`@)~wbbrYR3T*%-3NxUf!JHT~&6$vXJL{S3Bv8-C>`)T6ipfJ6;m zp|>a<+$DBjLi04~lezzdmkqZ~!PLChOVjz4UH!-Ze8tU+4A_gy4+abT8hO>}LR~f& z<#|LH=6bd-aDCiNSa$WTt6y0m6z(59;P9Nw$`w2Feip}^Ol-mTPDKWMs7j$CytL*= z1FNU8air)RBVzOelfbe=dzERS?~cqzh?e)+2(G#YHxE5iX~G7H4hfguxt z+(|DrrKfLYuAF3-FF)H4XX5%d(iFV%!nomCPu7mKroig>XvNLOXF~#t)!o|km1RE& zq$$k(PtvrKK$@zA8+8Rv{Tpe@`|H!hX^Lz%*hT`@K_E@3e%ejmZ$1qre#N6w9{N#s zhD*$!N`d}uR$BWno-1`8I~{~)XiC&Fd{$#S}XEb(|I( zpshtX@bVaoX{UpL;R$e*Zyn;bKL#!d9I53JOL1a4k#CR?_(^S3S2EZYi2j&ubHWYyE8GQ+K>IMicPt#Wly(Gr! zscGv%d>R`Cv*PrF=d_o|T};O~g}IUI7*2c_^QHy&#Ee?9Nj`cbKqFN3Ii{QoR>T)0 z#9ou-9GY8mRC41`8iq8^!kI`?<7s#lDjMO}D)kmnvW*0ZjR1oBCHqxEg$C?&-&Sb@yT$@XA{NUnvo1GG7C;O?6p) zQn(Xftv4h)U0H|lw@yr~SAlwOj>>JJxj!2F9FM7k{pE~Ep{4C+(MyN+;sdr1WQ+r~ zi%e!*QD2pBZPYKQ-Pn#3iWfv=@v?Oe*XKbApQU2vMS}>B&%LQ4eSzW(xPc)a5zoz( zLl0a~tI?^hxt!9T2nw#rExLt*-Jx))-cHXM)N^pb*{W(0PLu01IKyMz-4lJ28P%+l zCeN2QFg!XlOH~S77oTuv&hG*j#AUT>*zVbc5woKBw+2mH3&8s~X$?nO=c}>ER{cAH>{ z@-bz@Wn+syMXP(3M9W7xo=iOo7X_<|2p*JxTbZKoi=j##~5XZfx_oDCl^ehs1ZWZwHt^5^WAyp{1 z63UXD#0nxrzUmcw06?E`)+2u^eBlymt(bT|mopkt;~?&<-AgjSuPWjlIS*W$E)355 zA#z*1CuQ=}l^SF{nM)`i(pvM@Dj2+oYqC#MMx`SMcN9kW!&ju*g-^56U*~L3)Nvv)O2wacXrP*?>PI}~( zigctJ_@pM22zn@KI6!@PE%Yf{B037-uH}@|ie&yd8PYJuNg`pK`^m%?<|n^CIc%=% zjue%c_F$)UhA1A7KT-#8mMLHCJ|TT%sGKsJy&twCtK8{h2SC0XDyh%CN97R)MOq)S z_{omKKf@EJD)^=N6yKWWNM*G-JMreL3FhI?xZODeD1C{G><}LWMS&~HTXBi})y8sb&j-Sjmb^KN&z))f z7`zX9Daz#7k@1Brs!oQJFdWJa52}l}*aY1c++*upF|1JXblxu!m|{X4`d+iA5%L{^ z=N0Z|*88vSH4Jy1uO(I+1G%rN&peM&Gg9WMwR8OiMb`H6M`asn9dhpKmk3DsQ(tX5 z5)SCXRJFNYz;F@*sUxhNC;ndcte-ch=V&xGQwG9bDO=9Vs~(-yyaHwP96bhgH-F{} z49vc;Tvyx?;qhBqNxS&9+wQ3!PzIdHJpnwrdm(T0#p3+NgwaH0Y2Y%M-kF7!&vd!s zyH6$v%v;I>_1K}~hi6U+gMsVK&iszf`$1#+wd%rBzNH*z4Mn3W7y3}NW3myKzqb9w zadYAFZEt&5$btPt%#P0eEjPLK$@E?MYSIdmylqfM%MoO7<`c%z!=A)Z+QXZ5UZBOY zB}Q)n$;W7W01q1TxRAbEa^+6OT`DEEk5AkYt7RJS8=CVO;?F57lXpzy+a`tI*mrI^ z9rJF`iGSw4jBwyZ`3VVU@A+Lx^>um}$+nUM5Mqu+C^A<9vB;#o;Yt51;3KcsCxCYN^g=VM zU&r{qPx$w@e_VU~WJK@4ulV~v7szYP_Xc?jp1H(8~vD&r@k)r&Lz_31-Sj15}IH)jjV`2Emm{ag0V%mfVLVR3Ul!E zaJ)H-+y3^$?zQPQ$&DW^kxPF*_`dLggIz>d)`G98Mi7D(MmYjol)@cH;2~_(g=$z& zKl_$y47<5RIv_Z!pP>!Q>+TznsR52y3x6i{XN%s!(WISK$025$o}rEK=A#GLCPiOe zkK~y8EjP6xj=Gr?h2QaA`UbP?^CIjE|0XxJXY-Z}fD{J)mYV`}|B{;uTHH+cRS6>m zD~y9fVuP=d!jkF*f0_sW&e0R9gn*>yu<&f(IL7r5^}?u^>%x%<^e^&4=PJdoSNqzb z6Vorxl4&YKv!zoAmec%@l)}Q4q9^}j(P^PQ$Jw2C40hT$L!Sj%M@RR*YLB!HPul^O zoLo!ZIf=R%p6LKYZ#^P?$X2}a7P+(pft_YL^(FCxf%>%g>m`aukm07*rp9Te67nrL zulRZW7pIuwd++(yT| zi*!UJBvhqC=wL`f4K<PQo204?|a#d#fA z$HWsD0tu+E=DIr!yAuc8<0{mxFm5=j+}ckz0dY|a*}|(x-5A7EWhnn?GJBt`$hRqn z=P5`IbyI&B%3W;7AS-H0d4Uv41_*AZ z6v@E#KF%tm_tBxNN`$V=5bNUa2Izu31c8k=qB#!WW0J$IO9)q|5MCC5+elF3g#tgA z&96M9z);xE;V5WL*jAW_W1`QGT@(u@l)2;?T~q}hVr9fs_$TB0#vrdKEoyn8IDHrD^jUj5Fr*; zIkt9kEt72CIR}B<*o5jSGygc+%>Q6%fl1c)oEjH&lBE>f3-%vNzO`MnQzwcFQGM_C>w!?*kFMdPr;1*|KKWme0c=ox60pkr@q zgD#NQw;k`tez_WB->RI6N&$kkU0oZ3S{Pu@j{GwAs}Jm&s*w%$IQyBnREHzf+MCpW zP7JsHgS|5UM122`!QCIP%zOMFuT09hyGjP>zaqZEI2M(ev#3}09u+#Dizh4MqE1#* za8ZZRr;jsFTA^bHU7F>gd~KhaA10kd^Q9lUy3{T8x-0 z{vuXkdAJ|T#WP5o7{N&7nRs{nlv8{AHXG`%fjTIjPJ7q<9kmcO<-#J1t2yJ2(HrAE z5{cL2vbJH$ht;rIwHipg%gap%uc=x#4oQ#ogQBdYAKpVm%iW0>lRj z)4jl6$epTPL3R?3mMkVSwAd7N3G1*eYulv7)}$=puo6uJ$`>v$L*Bujd_

6kAbZW#S9%M zu_{CzPB@n!40&3vW)nR6b^#x1pZ!^r)Hu8fc;$wsLcjCNV2X&IUxhhBzla)IE-{>Z z_t;zGQadwk3is7S^?)84y(=`&{Z<@Bbeu4+FEO0K;>zv;qz8;&gmZX#94XMoHfnuO zW94xePMAOoYjckH%v zL%&;uub{;zsLWYEvk}TqVg)_#?t`{n_{9y?0UVKcQY?O`_ZZL`Xh%>d&^fHlo~GCs z?A{_W{Q2p5xa9wLtlvx)^_={9+n|N56ubF+xX`T$Gxgy8mFo!L#9n;rLf7cvyw-rJ z+dZP<1po%gB=p;k(f;Ly7CkkkpO zX*{9MV;wgR18XJu?Q%Bm6ZorYNeYbaVRKkbDfD5c3J3r_i)3aQ4(n*~2S72&V%n#r znuBzHrPTmdB8795geKUC!N~6y+_8N{#sb7GGa(cV2BIK}N)-}Wbnw7sc~`)_$IWtG zeY93B!Ha7FP=GX8A+op>YT_%GI<1VFP({*H7e)qNpQj%N$87P?{iKT~7iC}PGT6+~ zbejkexajd_1jlCbAe)o`UP>TxK+yPxbiW6;FurO!DI}ytvPDk;vnFTAMb`s#c)7_^ z8mks0{rOf7w-i*{>Mj*(o zrIH+@jR>M^a?$HZ=7|`p({R=0ayFechE`~ZAMZ^>zlblfs-Bmu&Q?I7b*w@k+teoF zDM{MHKB;YQB+&wcAv}$H4R|<>tNDt5+Jb%PQ+)hH^Mq9Dz)w9r1LVnR1X_UmR@@78 zGNL7bT1;?JZP?raF9#{~0acJ{aZ1>H-VDYAE5$uY`*I7%C`MPB2y2?mjpmF~BMX5R zbhnBRhRXngm*w1NaAhm;(VEs{p%t+Wsp;=l8XXex7{N(xrSTRoRGDow$8)($rjix`pMkh+fjMkcVe?8RD6+a znP7jR&Q4hi2|G^`c0om@h1qT)Kl^L3S7H;_mBf4Y$!da$N|u1gg97sX#|flgmN)kO zS^>UsVYd_CI5j~eBd^>>tRzs8D<7h%SH^?rGZ{AhctyvSJrcBTl&J?@!fE?R8>tYhT&wdzDyol8-vkNcSz8iDjZ}poI(kAJg zRpmCqs+E0@_bT#CnU?i^8A|a`wuz?Yq_0RBkd?yR@H+32&?=`F`OA&2JEo9X^!z}$ zk8L4M^P)zJs@g*dl*!kA3g%m?7taj7H{r;o4uVCh==~!~*~pefVFnwywbI^Otc0p^U=iHlJ5$?lrUe3r$yQ zCTLmuO0xfY|JYCToLAmMt+lu!Dd<(xQdaR`6L-K)#7rhH1($tAc1wjlC6q~HWMc}9 zcBs|KaGVG6A!E*!l?6Li^Zx}QN^Fxt5GsH z8dL66WO6*@wg)WJVKP^!*X!w|$f;ADDu`HyS`uqOLeu8&`bwEEi8;$2kymLlw(soA z0IYOW>$X*g1lA$97}wIhTdbJu9Q$@9F!$`xjd&Q+3l)OA%Rmq5nXDfZ>m2zV=zVa3 zequg14xP+xYcKucXLtU^aPQ)WqbQo6>Gmq`(#Wf;YD@X-^Ku8` zJz`D~#nPHeaypB}#Rr7W_kRxX4d`Z8Kc6hs!V8eD4iO%sE@b9T~Nz9pCJqR;-&E_=G!ZzT3NzD21>roYBg~jb(0YS|eqw)wFmS)P_ zK$E@L%Rn!H3-p2)2GBS3T%LS$mv?%VWZ)O!*zLEl^XLD#)Au0RZA;$U=m`bs1$xjT z51$ByxGhLt?CtyZ?C;i^K7-D5{9oMZCpJJOuUXt89^Icp$G&_C{o(Mo%hdLsf7hud z_RoJV%;j}7JN7}CC%t6zgq~0&T-i#|NG#RO> zF6FV`Na}T;qq8Y%oC}vd3cWCvdQaqE6*rmrz%W>2mkC(k9TWBL$Nkl%x2VRWN8ugE z3tyD2GfB{?@w3flhc3iL9~uC&SSO2%8N5zuvPDu~s~@+%Drrv&JhwfU|Dj5_ni#Om zM3&^zPt)*m-e5d!CStbPpXD&9%r-#OMu~xg{q3AVyp^Q72aPK?g1nFKl#Wx!O5<6K z*J8OYF2{4UARMVBh=+soVOZn6aGg~H7)EHzCs?Ns;$#rS>!EuR$@7K~!tEEb(Pv(< zDRJ5;;FyW2Cr@Cj!CR^@d=VaEq^pDS;}(txzcvpuR17y0ca`zcKF6wE!${NaOD#3V zN!ln@!>x-skVNY&ufZV&@K|glpGyq+AV7&>&38D&r9^rOBy*oA+}jK&aKMkVvq|ZEt8uMIv!js0(j| zS)cm-Es6DJn^!SZ54c1p0fLX#7zjLo7&?0jC{iFpnMglcu}|A&|K7lpBw3&`zOK}Y ztpTu^zUl-9Kq$QRQ!DJH%7%L$9Hz)GBk@{v$Uy;?HHaV*(e!3%Lz)2KDU6>(Kh}`8 z4?mcT3|Wt+ZcGz{2l%Cits594lcJPZnM*aD#nnMQeh*Hffi}`ob{T@kH<|BB1aD;+ z+UQX-_^4N<_S&L)rx+w#)#V6PORXXdR|VAc62xf2jUppVu+pt}L*2Y|kM!7W7SPbB z%y+gB9;+PnT4*~#L<~xor!nUaLHM^>w0SI|p(ZhLA@|OjOna-LcX^f%fy~{z{{n?` z1@}9|%f1rv>({S~f9pqjaRrZ*S>^HXRV=^R@Z-|H7%DEcLY2nLwmi)F-Ed?1Pzr7p z%dFZ|F_OWHtuq^Gs(h6rZ1b{EwYh4nK-}xoyOHMV*Z1Wkud=AM)J&ACWbog5*-|@I zty8X6q;_O^g@BQSURd}_Hy$2-=Op=+*(-SX(j!-e6J|NWo34-&-toKA9o9iJ!`OWd z)7^W8s5@S8zRj%{4}Zy;&{bak);$8&Ylkk6J&a;Pu9H9dv|op=C+2$%3eM(n>bur@ zb?q9a88uN4y&w|IXJ20=xjs4|Gtq1~Lc;Y{)TpyzZmiJw3>~!4jaUELNo?0S@3X-h zg2o|`P-?fq%iA}lE_}bF2fq87F$MejNiy)tL;JaF$6v%A`^IkI!3VF(x!PQ@)g-xM zH@BcqXZZY7-^7-XaMsfL%*}4j;5uiO#oZc-wYOoPx5aYof9^nZ!j}M`r7KGwG{vzy z+;h4S+j(~EVLmjeOR-;12a52B*pGERJZAJ6-3a36sZ$9_<7VCZc2IB3X(`3u1R2?F ztRhv)P~BJRvixX`xA|ge<8jBg+$%(m685(=Sn23;2;)^Yf*Gwz3=-LT$t<(n-5KbN z(8W2d!S05NVi*YF<(u9&cS^#r{zBeVVi`y9Yj{q>z@|vc_e% zb*_$V#Nt2Xr)o&{oMCb#3Cb#VF*8=F=_UlkFPBuC^SP-e<`L1FXa%6Gs;`*wgGG)^N-7A@@?OX=!Y>y+gWK zi5JQ4I?Ishv*X;1%!x%)yrf!kt1ybtIhUDHGT}K>ep<9=3*D2Q?{5JYb(76^=G>0o zOL@Gawr*U$*g5_XMj~|bF^bOpWI2}S(aB1p*zU<{s3XiiqtlJTySun^ z{3QyfBFFt~yQccl*{Av^yJw#t5A9lic+A#~*eN6m`(f1iYJ9@1i)p4yq3?&@l{v@7 z`OMu>u@C3Y{x8HDzB0&soi?xEcHh&Ke(vLxuK|6n^G$eLDCf`nqQ5IU`ue6+K}CUt7CM9uQj*Yn5<=(+ zz4u;}UX>PlhtQk!DoPa)73m!Wq^PJADHfy)SeW>}d+-0*bIQz_IcL`V*LlC@OTJ{S z+|T`7zw2f^>g{I{g-7gQFjhf11Gm5MMasNYPOX90#NUE_U8PLC=&XDKe)$mRTJVa} zJf51ZB{oj2nRU^PLb23jFDNL%mM)|G$zzl02<|tTj8C#2l6wyZILjoN>J1_yS#%|g z5o7z^PHOk|^n$6@I4>QNBSf#H-<1@|p4B^|8{WHZJpmnhN_;##^3#rCQL|m@cTT;Baxc-6SY2I1!?UbZs zR-3h2yi62zrUyE6cor|l76ajJ&VSeYwu{wTmOSWn&->nF#*0#YdeTJAQEmyL)1eU? zA6e_25?)H$XRVYUaMRvqJi(oU4LmbBo}}AYwFErjh`G$?#g&3anVd)!(Yq=MS{D-s zB|=XzQX*tLJwJBTx>T^i8Uim_^PTQxyq&Fl2_ED72Eel2p$->0o@#diNrd>^zK2fW zPeRm+4n5!g(u|L(tZtWvrVx-H=ZlHx_MDk&XL#R1cnHM%-EExH&0~ z-Ya}(k`HRJd(~X89n5Xb=rETxh%7iI2(qOPE}(zu6Fh@wr%-A6Bi65A;P8S<*z>dgeWj#FFX|%rQpyrW*!aBS8JWE*K_jW2#Q`_{emw>m!L+vE3C4}yj@-yRfv>)F0ddOG>w?l*!U|NPstOV=MpT-JI|%zWBQq4O|`Vd6cx z-05@b)Q32}o~{q49<9w!@Qy1GdMY6>HjXt_Taheh^QnU&4=6q1P@j4mQJ8Ye%>#ayj$ z-|pd?vU_z}YRw*|e!LYM_#ibAX+fq^1HgT=kopU8UxArUUQ*}Bc^>jVnX^V`svTp3 zhGb?Nup$|oMKx!`9-2?n$vn67fXG+}H#FA92VAmc)8wkdJzum|&ZFSpfVG)r9`a$V zax3nz-|S*)H3`jx9P{faA58b{_LbUeJKeRva#P)JfIWxR{iZ0nw=F>r)NF)CRCza~ zxbTQKR_a;^G#Ne$32RhjnCe?yor}3=FES}#ecvkMC4|Un(`p!PWGj$e?f{0Fx`y(U zi1Vj%@Cpk=){1nn<#cYzmy*OJm<5oRb?1gsciRLlvsqEaRPQd0Np(#cde1QW$)~i~1mK*6)hzQDq^@+~`_~(Z=?-q* z_Qv|14DK&jI75eM&-i;^QDBbhf!e2+Vx=%hD zPoI&xE4UX zL{|uNv<-vx6{f;Ahio|1Un`I0fE>K0*+~w0$xO*Jca05qv2 z!X?CgPik;rZ)87A`C>hEh)(P}snRr`1!9g)e~A@qFLxLnbHfk0zZxEMq<|cuUBM$S z1A*2V2&3oR@FDvJRl$=Q&B}{|IHGtJ&TO^NOn9!HLBh5y%AZc}kj2*zl^#!P-p3F` zq;%t03BsV#=mbcuz4>u5bS66TLAzR+KT4-f$stcho>66lQ%?sB)T+KY@(p0guXe(R zR)X;~NyG4r;$2HLo#a~M^LGX58E=4*3S7v`8N3~*$()=53kMNOFBCG>bxL8%U%ly8 zYkiwsfWRs>i48d?+?_ISR7*LAAjllxPE``eD%FM=4a9%1OlBZPp!d}T4P06(=*_@! zuW>1X4hAVGfN8(^Dq|v_t;&)^%9|}@JJ#jx7Wi!*ZH6D)>p)rSeZjLf_BR8{9gLBZ z%^oW#K}l&~hrMybMUW=ju+rw7-K`)~3V`Q>{)D|~uVx_Q2`z*4ha^>;Lh^`_QWxL{ zJPPq#-iceC1eYQDTuCB3p}GR=Q%lF*CjNvQ8&MS}w+~aAzq2C+bmEuq8!@@-kiI&{ zJsTK%Ka26+s(jeK85AyWwL|Mfr+XrW!_)!9>d;RBnD~Ww?qymXeW&(AZLNO!yF0mN zuC&6PX)D7xX?#|*qvAKx*x3!n0+oVdUyJ8)=m$u(G$z_xWs$`5sLOc8EMT5YM(SY& ze^I1C?T(BfEL6=v4T*`r&Q(;pf!eA_8#pZ#B{IA9BKb*|!EUts$Z-LC8B(;X_>C+3 z5|ec0ad9LT9MZ}Zx*1%uonP{?tK{=?$?jRn9#iRoOzDwn=}BSLu)C(qCt# zmq7Q3W$%%i-6IdVM^SL^O832MukKwxzef!!qm?ZKnw8NP$Py7<;yfdzBqlt02y0!s zd?|p)_fpiq_2}{Yv)_*&r2n9S{yNtE>sa@HE)7)j+r)YIkO;k;BK^hn1e7|P8 zPqY&~!8VCE8TzuBY_*0r$u87hEXsB4B1eJ{`Rl@$lIh4EwfntH4C);+@_mYrC~jRj zpWj7)%{Z0#!o!8qaZIc7Bjnj;+h~#y6?n zN@enxM{=Bzr-2Yj|Q@quElS;SuHZ6`|?I!OU|S%`{F8hs7C{Hl@-kmbh=KE1;D?!6wp%j{V`}G$ijN-PNJ-Hr^@h0;2&f8_of^X)DbNChq1j zFy@PmC1VlVGUE#uU13jCOL9XuWosm};wDJ(29K-JW^4E<@0k*f&%nt{O3lQz^dKc$ zigj6ZhJ}|l{(Te`*R!R^=fUX)^z9BBkJXwxaMj3kUp~z!3Kh5piWeWon{*$WQR6y6NEwxKfC&b zGzeVwovrx+4y0XQnh;G`8v8oi|Ni1wP2c$qv0MbOkWCo(6WCc`^7s4MAv-c zFJotF2+AFI9=bttd@Vt_b0GuZ9tqg<>B-~3J3(>|dm=t$QpW~9ciPbd{>`p=?HATe z|9IgKyXKjXQB@n$?$JREDC$~?;1Hv7gXwg_n7&EF1a0qIum=2m*}4eZSgZO$C`v7% z;zyPm$+*YR-^u=MzGt=G_J|w@SDi0snvj5{lCmQSjo)N{$O(i@!kvBCWjxAsRrlm| z>rbo;%2EKod!@o{Y_DqSw_Vf7^2;H|jb3I6WC++eZ z>ryP$!?lDO7mN*zWSC=MW1;!3I^kYJc^8HR<&J5&)(>Qf&(B9zbhntI^(OA;HA^qw zzo-*SW5v0XCpo|U9s+#KGH{#y6Y~(&j#Oa%{YHusQl2H@RD`tThd4~25W7n?fcajjNkBjJ6vn(_072$^5R5(Wpp?gy7%Vl_y^8M`s42`BeN`j zILyn;6k>c}d!u1XwROr3o}xR^kw0fxT)J1Ntej`^UA6YQg=MQ{mY5JlMQs8dJuOvx ziv91R`ISOuqfCVey~kuN&AdaUl+BaMU#M^jWPZ{Usp!;jJbET7 zbh;_=GbxaNlDcky|AC%tV3XO`RM9!Y*InrC>!Yg}3)_G*xj{k4)F%V4Wp1v;o#X+{Bl~;}*g2n~DjFwLIM}N0hnOn7sZBv=>#f|0~ zeE|a2jA3Qs93~_54{E}-a$|bBu z=@ey;WMkSYs!)(!=%kzv z#X($IR@Z10GzE1Bgf`X}k{*9Hut~Xf^F5Y0WGdj3{^M_@p=_83{9Y_FRSJ2tFLn*F zmb!dvSo8~)xdYT=A~D?vi`HUg1HSgT(SeZ5@#!c=Lwt&Dy=4)E@mtT3{7CwyZ{hkI zE&9c*=KS5r^mWS(#6aH+shX^Dg5?j{D3Jo#R}QJq1w_bAYNG82Zi+p&=NH5jvg>7f z{sKj>40#zjv!DovvkVR@&l8d8&(t0zhZI}8460KxvBAmF*BHtcy0=9J+;%xj-))jc*>%yf1y%^uGT!7VbHgI^Z^c3!l%d32BW9gl3aEsTII8AI8uB5n0I} zDPX$@trlwBA&^M6OpIAknb1t#oRVP7*}+K918-3~Kt?LuOJ-D;jnp4hzHy19AJu#9 zP~@WPije22hKVG=n3+-` zPPXP$uMj_%-e?!4SDm6O!0PIJnVTQ*Mx8pp*w$kCm#HL?%s`@UW95~tQJAzO?yi_> zm8UQWE>n{|)4ogb~zGvF23;Ul*;(`os#$9K(?uv`^4rzoxNTn!4EN7a>S9$YuofeHo zZ4VEc$czMj32J&pQYk7CO}g^t+6D23M&lQ~c4PO)BJA@=`$ zyw9Wh>~}}bxt3Vr)EqVOdXoVSdy(Y134`XEQFL7n>x4upRy&7(UW&msIS`fIdp_e} zpxp|`u^u#F6TnR z@AS^m2%!m|Rt2d&EM%i47&DOqzuou_$?F7T<`9iIkD(c_)fFWt(cM+O6wcVjv7=K> zQgIuM-dTyckq(!hLR!#_vDNrZ^uH8ll9W@Y|0&G8&^D`D`-d?zsioqc-IF}1zmvot z#!T&_s2O2apG2=e?s7*atZA+4`>yP09S>t}ytqYbOzh}5nILd2a#SSRv=M^(yD^hz zU_nOr&-5;g4E`vTpf*}E3~{?We(m|+)B8hE3sV9iy$`U;vvQU!^Wcw5Awtldi1?SAqqG5o+tv%HyDE2e~?K+M}D#HDYi0f zYfYZ>ix;c#+E>fW3Wr;_vt3jqcDIktDW0pnE>~}Yx0jmGshs=_d!lDDaq-YmYuC2q zfqMzQd-!IG*qT;Bw(Ehh7jaAYWkcC<2Au;g!-!$M{1bKv#`$M?xI`=5;H8|$k*aq# ztkXw(;*r6SGtC?Qh%X0`2Z)<}S*DBM6lYcyJA`JS2-KL^E=ty(QvfU@ zFAcGt4@_D`W;=u*ILJmi$Wwt0&mFj^%TOf%#C9&t1YC)sRX(ofuGyS`0AnN@KZjl? z?*n7m{WiVl#xgMPJJ=)D;Fl_MDq$tfa0}HS1_`ZWN8>Dgj2Vd`eY>&>PK`qvASkW^ zGKi6c7{WKACpUDyUoh}`ZQPND>Sc}u5={8&d9d+TU9cbQGj}9?lfcJ#Tff`Q1>}zusjP+hZlYkFg04um&lw><%;3B zqqgYxDBT;R@d5lm17f}O=d_=Rur&Wp$FZs^}PiS6JMN{8;YrRmvm+Q2A_!V@AfXs-WAXNof?&EHJ~hfvDgO zt)_l$?}Us5$Nn^7EXR+^%(6N4l(uxm{w&abv{fE#BhYjhz;yCbl8P}c?m#sTVW`w4 zj#!3}<3bYo6uuc}{u&7Wa;S`g8+q6(IVFJB0ZKpo6tK(C7PzCqat?vUx>W}iHp23i z8QbhY>9e!<7?sB3V8bSPv7^ipXyi7KF<~d6oJaPFbfDgUp3?shi}v1#zuE8qp!BJ3 zliK`YzyFt3Oy$4X@BgIqN&ow;nB*WeL$v=6cG{Mb;o5y*y?eRAJ5bN)L+<~W(x*DY zTOE1BS6M@8@ASxest=9aQo0BTZvXeJnBYI{_jJnt%6?A{KBcjWS@EOx1k&S~Rg7r( zX>sgK5zH!|g4;6OWivjoAtEW~0e{)=|97(Am;6rc!uJAiUw$wBGL`#g+lDRVDengz zKstVNI^;K{|3IdFeRp)gZ^Jq3WzKpIT%_1f6!Z%AQ4T#R`{~xNIA%@R+_wf>SU|6U z`Nfx*vsov#Y8fK=B-RjZ?AKK0ii{8-4gqFYm>>u-LVK*}u#+4rl&S!q7fDim<0iOxOQa z0VGm$xkEO~GJE<>iAW_@wk5RS+={HXIb%2SOGWXQCN3@_ay1^~g!mtlu_6WDGaR6! zR|nE-coH+ua29#?!wWIS_WX1mj;>18Ymc$7IJyEOD zN)BOY%$K%3yFj)OR(-3vrzC0?v^!?@U3C(Y(H>yL?NRVu?M5c*@s9p^?V959x&oST z;^{h`g9Ppl0~3mYK7@M$+rq$)wem6GWbOz-ZAfk#ol zOVSb(ASW^DLx4OA-C5Z_)~5l^bfgxD#wY4JU(kF2$eTnGCv3WvN-xu;X+DSL> zt^}hAQ9Z{e>n1GVA4Pk6-M>)iSbJpFPxOUV>`^*i5N51QGFi#!D26I4B=q-v_y;(4 zBaL&r1gEVC(>n=YhLP64u$mxJo=M?4qs{Uw(P#*GS3Oo=e4bkTRu^#S637|7xft}@ ze+f0S0FCQc-TAx!QX@_lxwU`0VBnbe_Fb_}LEpMo>?x8;i2Gn$^J|w9JY?S$>(8i> zHa7Rf>9)7qPZg2FM1`l(M|U-^WsCbdO1f%{cYLa{zFNGcyp?a{3xaSrU)Nqt*oBo^ zxAR)e;g&uLb`+bF@_+ZMn%zQtw0FGo04~(NHyP$UCu=p5=gPk3(WdBkIpL_{=?Vrr7fty>A9Dkx#8=RxP#cGKZ!;emNBez6tK< z?|93-e{%Omz4=7<_)ar2iXU&b`;K{THf}%r_?2~?>9Ek}TiRdKlIku%rehUlsZ;R= zAG1$s&K*8pfDJ?}tTs`^GZbp1}x9{y2V8&ChQBbl8}#DVYAwg)rc=XieMfk zsxnjqpZ@(o8Tutiy;Sto)yNlf!S{331Q1b1141`m1jtou-5StO!Rc%O)SUXFOd$du z;xRu7{d$=}Lv+X%ANB6MPW4>4sx+?QNYyxAL-ToLF_D}FEhhzy<|iBs0AU2F!_YiR z9+9z+{iw;ZMb}zga_wVm$P{&Rlzn0#AMFiE?PzO(u@Hbq%Y_fZEX#m5MVNv+%C%V6_3jBz;l~u|e^I1lfVzmMZJ}b+Jor+SU%iUr*wj zq++hs!aSjvc>`HkRcN=}tp_N&NCS?IImV*uc#<{s*%y(|q+ormvPqcaR=-5^ZS8>S zxOPUUMz;Fy5|>&oI%}R6jRBZZz=r+8VB0a#KsAy&g|u}vXf9YPK2aNIRq|YIphC3@ zVg2zGVrvL^7o=*je#a3U#&9V9LtT=CB-7PJD=Y9w9WofU?o4wP7iqknnQJUx)|}`B z*MELW3qd+85FFXT>Svc_6;ES2qtGpvVS$c*JzJ9J8TtzJOb~}~BD~R7D{uhvp2es6lf}0r zBK>C;pZwos@g4sai%1{|f6-}K|4a+9^!^wIZUkX&7Vi~*v>pSMwrJ=Nb@S2s&4STDNNo6XXC#TsRsuaE{0O@ z_hO$o%j!qxonKtf?27_=^AEosBO>M=D879|^o_5z-c%g?EJIJGU>SQAkR#RhN*^yDE<+i2h1xZ|S zOdx+l`zy-lIr;K*#8g6s)~SRd`$|koI4Mn95de9~iPkU*sQ#%GM&z? zyq|m9!n`C`c=qjvBYz?yUL;&A0NKk|XWvNo0XP)+IIDv}Uo#N4AB4<(9PvB2=nL}QK+@G&qOHgFrSd~qH{kdyR%=ZnbX5R1h@P8 zuUcqG4~|}_H+c(ad(KZ7Kb6t$Bju6kfdaUim+8rydGO@H<%*)Uz}+W<89u>RRdgk* zUOqfb57C-9WZUUGe0hi~^Rq_^bmPCU9%h=U=`?ps%smt5ub|4$&05rTX;V z!A9er(9~2!cUx%v^(s{G2LoVU-VHmW)Vqd>YNjURxUyOyix!WMEJEX*UJHumnHjoM zxjn%bbT}0@gD-BS2c|U~v#vYyA_heK7WYBlI!Cmdd~(O%Y|4J?nn`K$tI=HfFJSQ@ zjxvfBwz8swulVQ!xwVt5D%bizWNBBmZFW30jSS0)?ws5w%}91qNSB_GodjDOvZ~^3%$%k9(&YG!E0I&5>7&uY!6wPi9I zE%7y7U#vG5Ra_{diF?1dx1&1KoTGesljXrk;@qXsmd15(!$Z6VMk2GIvE&KuGzSnx z4amVO&*vE4`1H!PWID1BAtE_`^!moa;_Sr9XP4ZDVH-)%IIv1m?KwI0;VetkPhwtT zO6u8LV`=o45AE;-d*0>esSg6ASw5&cOWhw@c+%+L6I#e6oF zdA3rEy&!jBP&Eo*@$U#A8ChAD%Ywy;D+#195>5$y7{q(e+jenoTkH)D~*Pvx`J>Oj6r4j_a8SQ^3 znH!eopmHhsI)9^Z|O(Xvst>bxD6OCyRVnxmV-8Yp$jXyVm4%IPfhbys{1Mlkx^rw+dU<`sB2%^a%} zCe&Oa29yzdNTke7Yfg2bhRBN?_KQy32sJPSE+h132h>h|dDM?%UNeNYKMH5_hs)BK z)Yd?2V{D&X0Anff5n=Pl#~bnH(nzOSdBZjpO8(ewJbg@1{3=7@K`Y=0tipbz&VbXh z!>M;?@G7?IHoMEK?f^g|LJ~*1IQ#fFsvlS174Cue=l+96h;N?n6uLVG%;bVEUu^l|0 z@&N79)FQL=UuaUsay4oz)6z+dN)H%G{Ix$4#w0K-mq+Bjx_H|-D*albd5_Xsv}3eB zNatDQm?p7k?}u^f8xBM7lDFxtlHL)2emlPQroJ6c@kOM(T~M;W*@H@BUe!#Y1Ra4j zIhPAM$jV8aYbSzq)lgnVojg7>8v(rP2>i^zG>PXt=1&zyK$`oJTqXwYL{Xs!2})hj z(yJ+kz|cA}LwO(IyZ#KJCCt-yq5W^N$47SxPf-_<)X-7dJ$vdh6Z{Z3hrQ3p6rzZs zF?QXNJu=W8gKKxd=!7hpP5BI9X>5+E7t2!1u)`c?Sa`DiuCM7lMnI@{3;)Sp4PUw`axgnM&4f%9L!F zmi*sh@q?}Yi#hwh>i@s$|J5=xGPPCn>zoVT=@HJ)xrJ!>->v?CS0uLPb-9;d-Gu)||_vgRQp^-hIU51ZK&WIk~YC8E`h9bB&=TPc2 zJ5A9^B9p|_y+NPN0m{D&X^aSdiZMBcgBfz!aXK-#^XHS{TpLfJWFGeN4Gh0}>=f^J zrG`;)zC--F3|pE6N7&o5A6|>^F5910$e^6CVxi4A@drnJ0qLoRthHAcO46V&1Nx*J5W9_&b~(XkU+Tsg0H_Z=lKn53DABliRJw4!gm~IO1^w=3Qh*HD069 znD9V;caHto#t&BMI>8a$W+s3-V>BY?rH3IRw(~Uol)ThxEnyCy zHbLyF7eMF4>$xpv+8?>HfHX+;%&0zXz!o1QG%6*p$b4N(J+}PeT&j900$!10Ph`YxxhFj}u6p z$8bXZe?PS9=M_Tz|L6QwOGmTP>10Wn+i`y7ADn&OkKfz24#wVP1@ZQ@^rFxH+_v?3 zSl9XtkFx?zX8cQ1=h7eBwu3a0srF{ECN2t_8Go<;dplKP5=Z?)d=T*Z2Jq#-)&Et2 z|3>|vp!mVsLqcGZQ2!UQxcsjF8C5!>8Qu{24*g-!UwixYW+&tyq|WxZ^_XQn&h!t1 zzV+0m##1np&a%Ou+qQ?!h6D#s!r1R^Tb^g#1X4$0rRcs?$=TTm?4h4w!(rP(0Fks3 zV-_riux*P)(Q|XAjAV9l^C^T=_FgY!NWBg(FhHH_WRSNjv$W@PyAep8GWY89XxrN4 zKS`Y*=Au8%w&iaTNF7CO&kYJm*GFn?O^%*V(K6~wpFkajDs`XjeVrk{w`~*Wydnxe z+0UmWKP_MDUgmGaJe$z+?ev5U{hq(l*TE9juc$*AUFZp%J(j@Pw=)trd%{50UJoa; z5*RKpyJ!$nlo5Mj@=ko}URS67-V^C0PBxVU>?xV!rys-O8#!Lc%%-Dil15pb|CqD? z4efki2GyQCYrj>fb=7f*;?%v^^tBiKPIY4W<)&`A+A!jCo@E`>KyBo-FqGjH3ShmT zDS-EDt>l@pF}S0%3Fa`bYC@{7uaqei(gZ6hyjC6q>be7x>+Pi7XU|&|FcN5X&58?sR4=QL^1h%e>JSuJ-K$?2{m1;2B9cVd(nAo5m+@=3OG zbcT_iX;22fnmcm{I1ktLTEQz|ml*)iID=I_GQ7kaSq=0PT|i0*EyWwBBM+(+tpz ziqKD4IvV`4*T72GY_$sJTy0mweSe6M3H_Cen^B{t5o8S;Q{4o zT_uXcGQ!pd1;%n=Y((4;>G<@lKyq<*m9jhbbI6To9>#g<+(7m0N|{CixnBXg3>IRm zg<({q!Z#vQAsi}^nxQ6InlBQr)3TG4%diI^Bg;@94#U@Zgy4SEw0W?`nn=rjHR4RU z0LM6oXoW@$M_I!(`LL42}f8 zs;J7$LTRXkL1=t#8frtv6RHc&QA+NYw>v`323b}BqBkid5ibyDD0~(TiDn6^Rdb- z5#oB+9H~Re{Bk;+#|C?T$!uUBS) zY}MWx7UQ*~e-fNP_a8T%W!r^YWzBaE;>>Y_p+Hk?Z2cHuN6byzd!Uo%QTJZ{vy$Mw zmT~{?ncZbJTNg;mTiH(e#lkM+w_Epn#=lwJKWoT0XJ6zPrYDYVlD`NpjZp_a9QiTj zbk;ygM0yHcd~y@=s*Zgg`YnCK@m9oRh|N}QK*S5=wp~o(3_^o3pZ2Xs6lKD_Z#Ik6 zHGb3KXXbBD$vdlag1mTJqpfT%8u{)e($Xt#5UyzB@=)>_LNvo!fjCDx&=7zcU)IIaP!5FVuQH2 z4k@!-eK6NJ*!e(ku#lxT}N}eyPsy{BJso)m&*3C$Fgh+2jH>A5>u)AJ8?^YQE}|FZ;V0zg7J+ z+lGLcLqe>YYWF8lV^2Zj4ee@K=+JxP9?Itrf^*lQWHb!|PX1T!pSow1i)`jnAk&P1 zm15_0nleK~4<>)L(CmYStyop2{3HBWPdezF%MNH#@e-Bo1HxQCxDv4zseC!u|O<}RsKAy8d0^+4t_QnJ+{FIODnjjh%a=^~o(5zYGs-HS=T*S2!Z%8%Q zGQ}^+afQg019CR`Y^e=9$SQGxxm*zM%d3|D-WrKWBSSvV5bYA@r1pNydQ+Q7Rb3Defy&HbA(75(W>FYTVrRi62m zZ*<-^PPR)6y}M?uw>UUqk*{4a%k@6wY*BS9;qZYh(9Mi{s{uXUULH&syo&cF3|>*B zOt*eCNXuRx-JEhN7?i*RhgV3X7Kb?+fp?Kr{(lo`#`%R#0InMsHjy|wlE)2j-VA)q z2%iJD5o~woRHc~2MZgV8VCT?n1(zk5oEl7_pMii2~B1RR=Ew{G% z#7Xh17N*&$V*6#2!yKfH$-60NlI~}yqtM$`*G<_nHlCI{?5mrvV>0(#DFUgMou_H9 z7=3ezD^+IUe>rm;jMDe?e*~e~E+l6?8*_UIDyW#M2NB}>=e&;=6T4+OdNuCqyN{$+ z%tag(clvPQO*Io)b_t>{_UTt>og! z!iY>uBK8Mik1N8G81xDtGDgr4?yXP@97pJLxvs;Y+jM~6SF*M`f{|f~QmAyAK#3eA zaa5E-w2;4HM58?~o1G$&385ng^h$-}2SbzB;JH%NmIvCEb~<9Sx4Xe;3ksZ6maNc- zoT)wBg^ck-1sbu96&>-kiicbqG;(0nam>4g9n^{{(|tG>3z<`#CW*9nL3Z}hGE%?@ zcK|2q@B$pLXZd9XY#Ao`fQIIm<1^Q*EzoM+R+T*WIr`Hr%L`V*yp&(O{C>4E^2Z3;|bbzJcHTYhX?ty4ph z<9t9cyvh5aP2HS5snR2AQ!;V)l4Rpt{!yT&ox4+>Q1xOwQ-}J{Y@i6Hiad9LK2ccH zy?wci)wvU|CR@e5F02P$-EP;@p!En4W@{qM%1_i5&n5L4ymDxRBjOAv)IL7uCB4tz zVN>AA(UY8T%JPV}QGU-YpE8f?TVLS;HH|U!@fP84O1niIsB7#~z)sbNRy?OASe@@_ zh0rp-viwk9*>Vr9QrD5N*-)u__1=fuA+T6dUI~%|0NabjrxE95m39EW8_%3judRfHGZMmtg-9wa&(gATcp{=1@klEu)EY9-4*j5ary{p(_W z8*Q+EGuoJyu8~8Y)W~P>bR1EAZu42e_%|y;cf2a!?JV=$__^FW^#kSZnk~6cE zqG|~IC(f3(7mq(a{YE3uFt?g`GL@_U9>|)Lqgc-!tPM9IE<;dkLwLkh7%<4vegXGB zSJY7umgMdN1K_=}zyO2dd>n|l5A<@)Sb`_qyduc<=&oKg@@<92;ueSSy3Dk=cyfiF z%AnYd3`GpNGk_j_Oss(RrpTlDl3;THj_UDuoP01W^PwWyhL;8-_3eXsiDgrq zR8D|Vj<#^qc^!2a@+3OS#1~)%L{ObV-mJ?}&?w>_K{xT#%%_3EozP|=6U}VwV84!& z35U-BpsW=%FpsOp#?h(A_~Vs0$f7(ivST4-w5|p^o*!r)Y{k-6u@Y@Foe$_1m1*IR z;t1ONpK*~%RT?iiu@f6w_qh4+B!=!w(3m#VcV3BEeZYX9hBKp_X*+DUETM2)7ZbqQ z-x(6`5HAHs^RC9&(kd7pAT*xjvEEBj$iDcZS^6XgtUy$d6NdRrl_fYz&6iH$a+$6n zz~hpk&gMug1aH~DM3a_9pCl#o{>Z1qHlfIlw@1Z0PWpqo zC>Ksr%r1e9meq_1@q{#8FB=L=Z&o_!jQCcItv}3CiMeY*C!ZE=Y#*)Kv&9s`ua6o< zpy=ETDl&-&y$L1 z;0;j^6hb6=l4-;u0|P!7$t}5ID5a59 zM!uwrK;VD1;O4LL{jc)p#dZ znR$KQ_kCYi=7L$T_-yssGrO?M%9p;o=cRiRD2%g-pGS-jhXv+Uo0R+^HEBhQW9!Q1 zOwhPw-1)bKYDTHMqhG>vR0N&8(>!Plo;vN)qy--1G3f|B#z5(AIqyc0(QmMESHCB% zl`gtLjzyFtS0ji5#ptz>r)_ZBhA|HOY?AS!M>3?ELjET1xo9gD`6{3Fu&m%GD)(ogu+KGy3g8A=!&w(6Tg-EY>-ZK(3%8$4t=Yf@f6jH=jRckRmp}dfOXab8V zR509vlN;ZG)pjP&B=$?*PIq<|UrF7dRzwuu6tKGX9JM=S-COGNFaY!U<9u>5@-R)u zQQDF5{Nu@sYs$5PBD_r7Rd!4xHP9%uhe;S)Nads2137fAH4Q*Qsn!PyORAjtR3Fhi ze)GVoC>Y?@hFrjk0_m$X_~{tsF<#uJYNr;45-TGGnY{O6yLxaLGG z1YaQ=MVxLS#U-#|&|)pB5=XJKdP9PTzZKo&Som3wakoADwftthZJ{;i7Rj)oU2P28 zGYj?j!I9FIaJFH5?mbAOGT_B_$Ojv+&63e2i%o=}yA+t7fBrO)!Ysv6LwZ0VhdP@> z(O$}+ z7fT^eUy%l=M4tLnb8yL5-{6%P`g=4D*~iH)!tgCQ&P<`wXDNaq>-O8XBb4Ic4OW7# z;}2|FWg7*rD`Vn#V}BLj9vG~8!pZqwwrd{PYLOT$fZ7cmYE8l$oONQXae!8HDd&p{ zg|bP0K!voc*JY1#SZ?GZIKzj5$)i=OF%zU0#?(WYTI~HCCQU!SwypPY*C#h?9aPkp zrn0{`S7_8a84NGYJ^S8LA6M&Qul{!Fa_M_(`)KWbui>}LKfbrUzFGG$QvKcPf2W3z zwjR+}q3XVEB%0PN@&#D~p6?bPMN|1@=gx)Zirp?})0%we1cL!7qvtJ*du<;(ge(u< zG-Um(p&ArfmU6)N+fW<*_@-6wFL0(q!1)8jZ$s^Su#~DzqFbyIRbRLhTRh6}xnxN0 z?zJ7su7pw zf?TTg@rF5n*nY9=nqn>ACXxZZO^6vdFKsQ0e%TToQ`X(Hxn1-7m`^2u6VgfR#X@6V zZWsJRXk~SvQFL|8U)W~;+Q~~W!7`op7UkK zF(8jef{z?fyih!gKHjp6UG$7B{e8^ab_uJug^x8|9rN3Buax8UQj}fPm~#|$x|T~A zzyM~soS_iAq>lEc`w;{YwlAqwUy4l^_+J|Eo<|QI+ZER6c;S zu}^P0#myyX%;8xHiIlTkm;a1K?{TsAOS>`lkGlYQ!W5MX&f3s@1>TwFT~VxG)q?fW7fPQb{8ajnfcs6l6$r6 zCyA~4-mUTUlrdeqB%{22!ciWwfO}zEa?ekF+SC$D+%FYXEZc#s(BJ^{G=CpR0t^k> zPeQ`5SiwofLROIJocAqJc@3LjF(oiO9AF5R%x&cIxAL8^RD@bev~Dq{7o$x$SvDJF zfpDE4$4WV3h-)|zA&ktAg8;1_Vapjtko#k?Z8~zS_J%0szJgZU%p=u3Qp~R(LphA1NQj5oYCSKWJ;*+dWqwV#(*MeA~I}oYr-;y z88Fg~$g?6Jj#M9jqAYcYjt`;AVTOYIB+kPoQmn^oJ0-+$fRdmwVyO-G)x*!NF{DyV z^je9Eg(733{TZotH3RlY?{n1_nnz#W2Rgvg%uaNlbqA4XZG--%N9)$>RTzyF_ z>b7+9@I%ImSnmO>$^+%jOpHI76*EQ6(o>{&THz#v9uJM!tH$7FgM zs&IjUa%#(TAzYYYx(H=$Z>W~F!LW5Wy#4W1SER(#V{!aOTWv(tjX_!ND8QBJijz*2(;k3hWH{(w{Y8wDQO85il}#|Sqbw}h9sg?`eL~#gM9aF9|P*Yd+>us zC7(vQtfTEJ+^zq9oj<8i=Z7Fxf(e7?S^j>V?-x9I=kZ&2<-JvVvh08IFS@HgZ~Mt6 zmn#g;s)pQt^O}QS2IZROtAP(I30|64#hOcQwsrY7k4N`IEtg?<#FQT;w@R8gj{}8~ zsw{hu6aS5k2CXs4I%i)F>=(7p*h8MbL?`CraaYJ zcC){jiB9zr*YezFVx-*Bn=(Z|?vybNd;A^3y`d8(b72oZ73ipYHeZmEt3E^nJ09$n z2__};pUKF&lyH!zQZSoi3z3V|AQm%lf3I>X_VQ9SUNDv2Vh1>o9Ut!%|}j718Z9dOBl?TS4hR8EUV+uYym4rO@idpoy+2)n*NPa^V#emJrE`RtbgI zuF=gd34<;eOJa0I5|junr12alTniIF%?dcp78-l_ZyVkMp65fw)@Z5Wo0xg4u!5OMif!m%K_sutPHku6=bDb+SN95u7) z^}InRY)(l;X<0ZT1zfT4YwgvnNvfmxL2<;oMDqZpa4dc|?SotzT9?7kI92kyyZV)b zf?R#r1#;6{i)$?-@)2=~!D<+W!vfsw=WHALMCD=SfsBSj$H(8;Svo`$V@78@28`5> z5G5*@LZQm6&z}}3P^sn0aajDFt@YP%mXnVhB5Y(jqi!m#QdSS|+4yVC5)A;80`9Ru z7?#6l=7G1yW?k^ya}MGkwJ^s&@W_xN{pwIQSNVSSUPSJi(S~woCD(q_|Eb&lsqvXc z;Ik`uC4;Sr8o$tH&CGw?_B_7X(Ks4bEz7OnxBUoo^W|z2#2ViP@Qv%_AA|d_xi1``2w>U4#6EPdDkh9ZRXCZ=0&fv;Q$glAOHwnHr|+ zQrwPLYzOl=qojBXyrW#>WSHao4_U3z+HYBH)4#}SgMZ6v?a@w>BE+HIX0P3%0v4-{ znmh)0pD85teqSqs2M&5v7CF?e7FB+&ITIj^E9<_DGyLPW*Q)9A07?r+Nx3=cg+?I2r7RFNp%hG+sJqKe znyq;ROyueBhkBOGH`;&6YVWk0614s)tG%$j`T)sHW<jAG*L{Dsw+E8a{_605)1|= zEh3_LzKu>bDQBwDONQeBQ7#NWohh@}?7M>Y$}^oA$^Om78I{ohN_5oSljyTq^yfyc zU8~D-qSKT?^psuYBM!E^A#wv>W?i#RN;aKEv6ezv)kg(%EO~7Vr&_fJ0(gqxV1;dv zrU*N76sCg+mx~pHh4)e4vV5$g1O_Boo`NJJxTWr4eB%-D7aVx>&v0Ot>&W+zOW&T5?iCQ13z(+fTVV{ zDsQW1B}SeV1CWwvm5mAohK`%o{dIK2$7Xd@BC zcaGS5AOo`jFQ5%?~3~0 z)>}$^di9yfs7tQj{ z|Bz-meT{W>-a_|5RQr4H@3jl`svlA7+2I>h{gze&G6;xowM0365@gmZCA{Q%#>(BQ z#o3Hdm5VYfb(ynFhIE)C>HDy!sNN6$Yu6nT1MqJ~*=1_&9n)EQv^KLKfO&5~cgJc~ z4I{8rR4mDadzm^3gF7l$Mx&h)>=Q+3ubme@-04G(^W5KO{Gvm7?e`^@-`3iP|L%+z zaQv$ue`D`-ahdbm=V=0)fYOCTFN)t!^pVcff_Zz(>++`i->wncjD1)vFb8)`T@Hd- zr&^rf9c{uZ_dP5CS5`_~g?gUPu1xKFpE=0-_b2pZ5BQB#*Gj zmEDO8fjnKcT?3w65@uAj6EocP8$4X%+b>?TG(GUcxQe9>nF+mn&IKy{XW_-k$9>?rz5B;OWGM zaG2a0HKP-q(`j~jO|GWE%q{JoJeENbMRHz&t>rxg33SioF8I6kHSdA=1YsYt>yx!> zZ6iYV2+$Y?;o-?qa$z($#{*-mG@X{r+16Vs<@~H=gwRf2OGi!Rmphei2#QPJv)F^J zx%JmxIFGyk5?Y*-GC^@Kp%#>6k?Z@cMsgs}+Fg}m{*A(2wG`V+3Er7Rd-kwvPdR-` zjSdFpDVth_!#7;A*W__Jt43p@vUypSmDEP95|cUhv%B-{<%_*O-~SJt@se@SS36qs zOp=SPleaTzepls_7YhEU%BLW-ut{Hk%(5uhURC9bB)>vxUKCc}(iquQ!Q)4~AjPZq z`>QH{|AM@hL_q4n4>2}!UvOzjbRNm?syuJiKl(O~9BlDi1ZmXAvAwe0fJo2A^i09T zHx%wsZXwFnsqiwGYE8VivFIY1+-CLfWovG9?hsG7_B()`j&Jwt#H(fNq4b|%%gKLP zw(j%^u^mMdC%>-1v|M7g@F6k}JW{R{Qhyqxgr8^X?%T=yX3&FmkF7)vHWqJ0{=uN% z9x>-Lt>Q5LW7%r|i`+4ymvQi6RTYGdJtCt!Q)vx7eh$&f=PF|6DQy_@S#2KwwVGZ+eDTV)zMl1!MG&u5x)ElxwPHKdU5yfvSsEl zx&7|jto`^-{>t$$#^s>TV{_sxySuo-8z-%exqXxgPr{bo*ToMpZN9Hc)*NGIIq^-e_P&g^z#=_d8UlKlc)mu5vl7JABedo3eBN- z24}8vXL>@Pt=X<$Nl*zCEZF^=G5QAVXr?*vAy_i3pV|eAXuCp~O!4y{Du8w52_5{7 z*#tS(WsX6tY{@|;SR+}&kUd4H5R6t65&D1%^r;D=iKo~m3K#6+v7O}&Rsi4i)U5*2 z7UA7~rh=H8sgy(tAC4&Hv*fWYTa zrQ+eQp;5~0kBr`qoFq`;Y}eYIrz;eryl$&rM-Uv}9tpw)7>Tg$g({IzDU$W_Hns;_ zg(6Gv(Sk*qh$lo{ol)rV4LIEvxX0u!`Ommn}+W#H6Pi zRCeqG&D>SIw&{`%LcUsZK|Cby5k_4p8T)#Wv8C`y;)DcthFDJ85Mp>OPaw-A-~i~` z$|^60qZ}uZjc<~^)*E^kE3bCyeY=Q?-~dFksHN@cN$U!=KK5(C3+U?C=yQT) zXxy(j_u)^m{(I|6kvJK0m|3s2lr)_vfIaBDwH9$|s;p9^VyYL{6cS${P2Zd4E-Z1H zD;BNfSEc9|9GPj@7&A+o^$_Nh(r$EHSuB3X%gx&h`>#m)zj2rIqq#;ul>Pt4UB(Ie zwy(+KWe(a`0J6$+g1cMzXp*vmFOf_Z)c{o4!+XZ*3-QWUNP8vv<(-u(7TL`V^JkDU zy~>=TzM52hi0^jXz!-8<9*rM08xa>j_c?Z{Z)eI;L>QG7SB1w@)lhQSUtU0!)M;Do zSxCaw{6N;I=z%ub;3f{gmXGpjyxT0j1F?TvzO#vuYQ<|pK=jI!ax>n0sMxIQ)W({= zNXznTCVU)Eevs;?nBAD`oO{LeNMC;_kncRbJ5YG(|HHV;F{2L+<$kW$+NT2=_ZzpU z^dg83?t}1pe~#$x53HFbeucgue(;5k?&(YhiRoL=e4kQUr_Pu6X%9cVC%z{AjRfU8 zaVpVp9U7#@KMp#O{w_{+sK3DxaI)M-O_vY{)e5j6Zvbe2ce_?M8lz62I_+1d@|9vDM^KAuz5C9%5r9N-vPNXc~ zlW*vw?$-|mElEQYwa~P}r>>5?Urt8JVIrYiTv&r4>sRa1q4w=}{S)CfRC%xU)yc~Ala zrv9sWZ1|g)2f^mAzc=-fAMym_RyMR(RR)O4+_@&CFAdt}d%#&3Pd>v7>G zv<#aFnA>>#3F5+>5k8$$2! z%Tc9+2ghUj@Yj@xSCK((LK;t`?Xc&knfR-2Ts1}?RU*3?PyxsQjT{52$fZ1%`^_09 zXB!4-Au7SNdTG^*Bf?RK4D}9n*6&xcja<&8(PkU`)C7)(H+iU-B&m1?Z9eGSH9VpFSSKq>P1Jj@14p)g_sMatv zTx?^Gzl$%WD|*Rg8(5b{b_w*>q+X)tT^+tx+p25OCt2E#g|1*Fe2rq{vg>qBTpJ`zctcD*%?A0P1=Q_m7*rFF>o8B!)pr_f+KnT2NDY8AAUaFoMfG@7@!D}Nz*E(h5slNLT- zp)bQ+(OgP7F@c->@1Intc_6ag^EV5)?4#u<$VP6Yh}vGeCy*-vOdwD5=Pd^~X}V4( z=Recqy|Z)E+AJ2+@*L9@jM}st!3d(pW{Sn}2IX#a-Uy6`(;dX^Zh5t?`6 zcQfdI5Y;D*w&P5D$$m)1$NYRz;Hh<8ZZ4xr-sp1te)_9Xy#uE*n(5hE({3;Gog>T*Ye}0UTW|H!>uL-zQVUqt)M=EmM#F3_BMUBmviHd1zTf=Hju;$Q1xiDtZZ(2CsDgTm>Gk_5PuPt$N?>JNG-E{|>qc~k z2<;>uda94zvjlPHo5AZ+Rkd|L*-1GV0o`n55IZY11x~6C%Eh$p_m)dy_fc$oq(JZf0o5uW^&d)XUYAG@Cd-dhIVXjzr7Fl3Zt%L_ zR5@rpf{P0u?b8mtF(dX}F+6St@$`hDlNfvEft0`?u)U1qy%^i;nDMqqg)Bxy{n3in%5n`X<8Sj z0LGMnmyz))8!=^gBW6|OyOr*1o0I|tIi^0fArgfpLPMr-T0s(qrc>E9g@6)v zU0VXVmS%4A>(M>#fkWkrH_k$Csiw>|D!{Bl^|At?B&m+=5Va0Dxh#}n2T%rIc2+fR zgCsp=R>pwG|GGF;4w$o1$-5UEqSu_MTqsWhO&8e;9DzQZ*bYLwqjI4lUZmFdQ#s}j z6fMHCa2)bZh$}uS4%Xm+3}*AoWS_!3T(?$gBF?^=C*Rpn&hx>rRH!C7%0V1-!f>K( z1RPuvezgmrAL2|bL>_ApbJ()qCqSEbe9DacBDy+BY?_Zv68vt{w>I_e#b%$m z5Xh6sC)Ee7Pm>^VZ24-xy+*gX;0;kLm!nTukZ5OtBCfn84#(qXr#56}N7Hg~U?Xqm zoQpoE>6k~3`Y^2wU~yhljx7~-Q(Y{IjrK2Ux=2EnVq%-?%j8BD9bAT_mb0bXJ70$p zxik7u#a=>a=u)(`^@N<%$vRq7Z#*Lw?pZ6CCIri}ytH?|=Q-_J7HPK1CX6MaZc{dL20ttDTr@J#`k^#tYgQIuo^`eeR8KH2l$%LDCyR&y^V&zbi zhNnMxT4*8?yoHt^9IT+iq}m3j^`H4)*2SBpC|td{@z^XXkCCT!w5+bVj$<{w=Al!o_^!9XMYrFrk{kDh%RAg=f0ssOqOm?Jm(A zhf9ubrpr%KHB#R}mPK3m0ifz9>YorJY1(UR78MfBxX)Ug({uy0GC;tTC27R!Ph%}Z zl1t471zqv-QB9-7Hmy-}og9amv1ecvmWkc} z${m}#WYaiZnTb~6BBsn6VVIvb5T?S~bUt~b`vcQjk5KxY%Laa$OkE`ZhPTz-9P?N$ z^=_R;oLqA@^{Zz(^$lMmh%IqZQ<6=YOK_N{UXBMt(NKodfE%+VS#0=b0~oqxq+4)S*mB zUW`?FGC3yR^|@cuD;I<`X^a7-28QR5){R$zGcEFQ82gP~8$oCc$*YlUOC|ihJ|1VZ zqYVRKTfEHHnQG9S1tdu^NPE@cC;tY~7 z5sAKuQtp=-@G+&U4nNP_f}L05?(D8I0sX{NK9)?j zRp7R*?>`2)=q4J@`Q^GY2-vdpD?i`+oVacX71{{DeZ-j5(v!%Ik$1S)oQnxMK?~~U z>|9uWaG7)v!${QN6I!|aH6XJ?xBF>jI|Bz`{88i2QM9`&@!KJ{bhBG)U!4t9Y=vL# z>rB*sEBmR*rsw(W-?MbuHhWr#>jHGvMM_@tHlRR zwOV5^Z<~}x+)mbA$7^-?7tcRZ48HW*jK_;{`YxL{JHKPP&*b^F@OgIsO*SSc9w=}x z-_R$PyOf_3J+w9Lv+zT6@5wAcxLDw+_}In%H;rOdEF71@xm;6X!)mon$k+NBpV>*N z`9SlDh+p4DykKyH>9IXg-WNx015Qug%gS8*;{7j1){7#~X|7utX=v8M@97Sodp{6~ zhEaIK8(*wfkj)i*913`#%ohxR5&&3z!vl^s;KBzWNnQ9%lHvuKd8hOJ9xE(2IK*GHQ=Hp-Z710(OGzi$`WOVQOxm4u1s!)?a+)=EnN}lQxf_3(1d=K#7J)b zASwyPNpF5}8KfRdFhB@kLvPH%LY5S-?#>k1r|^5{G`>IBJqe1v2Ph4V$mWfij%o>vzN+;hl z{r-REVg4Nz{2diYYL~`+B1!){D)`;^0bEv1H9h=Y+m~`323j?&{7Y^B3aW$St~*_g z727{uOH{diww`Km|7;`EzV2)@_lk$P^(6B4kL{9-`#*Ln%Iki7s%hK*v0LAN+wbie z9pv@ift{RI#qJpUOabRZ^D?kMQLB7`_$`spuKWc|AD^f z-@uzC7~nh}6(L+#9N+4-h`L@_k@E!x5R%jDznca+Ugk!>b2k|_{Uz^crFt!}F@u1R z%Xg9hd~Vmxes=bhw`0u=EuYG9A;T*l?_+T`K_~~iZYwn7K4AozVedRG@$S9*QRk6? z+;de*F7l$~{>G!UCY!H;q$pNJ@`~>4dQRaCHm1c(Us}*AC%GS`zt-Wk-tK1U{s@U4 z{cN@)D!P>kmct_eX*hl+=6ZxPswlCb#W zkd)y`h^-;xXOZK*eD=5FYiG7VYPxT|*fh=Y9CsLESQEq+>AWd*`= zqa&3_G_jcQh4}~N9}12{-y~+Bt0&2iv=l`XomBxNcP{9_=40V1kjFZ`i9OS00Yh@y z@5`7wnw!!kH)Bwwc4}DCwEOrKDJ-^eB9R!;(T9{l&Pg#|EOsijBYM2S9P7rJWSWhK zJVpE~!+S(nJqt6Hni97OhLuwFcY{dYfzN=d+@e9^U=O$}ouRHP2HBr0B>!<5efq0y zuEZoOUDC=HJF1d;d_`b(2u(Yt_ zYzDH8K(d4#2{{iHs;qlO(;^B z5)cxeeXdJtN%@BQfZR!g8kRQb@Ki8n%tjy+D0pKS^)o5ispyz0oVDx{s;7Ub;=v)> zndu@;8mb*R5wWpz_USQax5$*6Bdk_j0(1FrT$DgMVzt0=Rw!-{oc;kbpNr=rB zo8DDakXBADy~00lUYGwnDyS8tdL{AtVONc==Bd~kQ*hca`dn|H3>6Rr=} zZ)--6C6|>t7N6zXQymR?e?BiDu}$HG7aad1D$tovxKGYxpKhzR^9--bH0H?TDu7W; z-X9ud7f9<9`E@{RNm0kDbvAVO*J0-P^G&hwvoXJ4M^A3O*jCZ{G4&r&!H+qqh4#9F zsM?ITrj}-8iaLXP8e_ul#qHlam`||ZYR29_CC8R&DJ(xMe*}2HHF}%mT~yP)up)g? z+OuV}u|rp8FK=m|%Q&F!@d5 z1DX;5ye`?Hn2UL;JwnwPTe<)@sUT`vbsfW}HZpDNHsq`_d*4*mnjoYE(l2O$)>Bqq zP+H!pfJZh;H$pIOw(?T_plOvrdR3qo5Pd_zBw-e06^xk?<0`cUfpG!1(}l8KA77^2 z;d7&UZcja9Eq|?@(Ye%L27tB+cD@@DCfP*;Z|7BRW}&VK$}SCfHc72qqV8ko>=qV+ z!f2=}__a@maNyBah6P>&Dhot_ZkHgF05Y8Ypzm%b6DNiSlMVqM$ksPh6n(CZgtF@h z@M#ZXza)YqSnb{=HIy?g%$Y|vv-EasGjFmg@CaX)dBD&00LeBWWs1`Xcfc+*qY*lg zkQRuiUUCg zlQF9t!LpOkTjGYphCq3nL?3o{9!}%;P|gdlgsf%-lb#rglDPRb?CCbhs2CR=7K0r? zxelPKFYz4d$^_gRl5Phpj*5ujy7USf^=6x$n2bPG?a{Z_Wt3cXapG|-u;dzAs`-?V zQg;KVLhasgEn>VdQA^R7byal_!I6>_Sqb10d$?$Y5hjW2-boC*N6a8dTkH%yVTkZb ziWTsPqJ9%Y+m9qujU(itAy@>zX>qDwleNu^P`v6sRf1N;WR}?7HID6qc{8CN!MCU6 zMpN$aQ!y4&F*-T|1tO$FT2$>8jm=h~Tx>I$Pvg}A#v53^k0OesDZ$jXs!xm_Ki@Kr z=}lzL;y?oE24JWuU}BSqpXpgD_$>Fuc0_0xICoL>lY>PCo!@^lW6A%|q5|J1B-u~M zo=N^482lX={5>w%JD#_Q6#TwmlX36+e{)=L^|4{;OMFG}WZ#3WY02IA9w;U83x=0j z{r+?_@i)O!5MFz**uJ9NysGnRz_ww0)4!#2 zvEbQ`xx}WBYC^dAFG+8j+_IUlvzU1vwCLhZm|ZZ(Vl9Km!Ks)?I!c)FNDe$?;{uts z*d<(5IDm5qn+lU`ULr~gD!%+O6VMwG+%FYIxAIxMg1=VWMnIjrwG4=eo&g;4~I zp%E)_G0BIW!?~1!iEGOjt;#_!$j3Q)b5>_(9QuM>wZaTi)VIF1_f#NDxXE%=0p=A2 zezPOtTSXct?VF$*RTKfwVzMCw?ovPA1DrojFK62zTjJya;U=F*eN1ruzI!N1J~}gw zl=(ONH*W=~xGX`~ZTjK*qi$tV12=2S- zldkcVw)SQBx;fkibCJ=V4EZM|*=de&iO`WM7(nhgXR?!=eB4SEU3O!IbZkz{EWA0J zBnk}4jxBuMdzs_GhIO9!yb-fb3csN?={wB;VFop-*BmE{PsXAo86AKjvZ`4_g!FVD zaH?ySNkW(Y#&=~DO4Eg2i!(AQ9&58Sf`_s% zV6#P`y5@xOefu~7pHfGJRa;5!Awpf~t$rR>%sq9}h!ag7I$f7ENTJrn*jy}87V}MA z_~^Ju)TqK-XZ3obVHpqHS&a+l`dj1|8t)V!zXBOq8=TKScNuFkc{QS(d!EohhhHKEW?9FjbU_(@cP`G>1AK3vqFFqvt%^R4F=hzLy+kj7gVmZ}^ zBXkmfWC!b;LgBadUR3Luz^ItS0wey+4m_#Kt~SD~{xB~mm#d91Dly42E9L>PRQu;= zq0ysTt%*lz6rOw&YpCPIf51F>iyQz~FwZ|W!n0}a>-9=XJGPji8N1lgmDOuf5ssTw ze(#PzZ=`AMJqst|pJ8|=s5b34uQtM`=hYM|kcA_=#ww3SR(D&Hg|nP1m?v=kC@g#K z5141qALD{$rr9dqZw+`V%H}#N%fH73Tef8qo8kHT(uW&YFwfvW#|57E^`H^!`eV>G zt2yfcDRQeHk0@Uq5o||h@kb|EWrV`^*X{4}h(!JZ)~9XM6f-IFp7W9R|FX6@2r1pr zANRGcD*kulf-C+Hy-?Ak%ePN>hnsab2U)Z4K6(*gAU5Fn-L<{@rt>v9Sm|?U9`$#~ zmMk|LO~%Go%o=#FOkX%_;MPbt;Sw`FFprE2oHG1r{W)FWoz^F2kv~&PB7V_#PQ)JB zwT^pKrm&rs>?LFK7_{#x13OJ0e2Iu%W8@a12kpraHZ3Atajt#h8(p_{-_rAL+R_z) z#5T?(#Fj3<*a0=3Dc_X5OdHg~WT$4ozt8rfDnR`;gHMeo)7i?Gtc280k{`qCoHiop zL*FQ!&Fg(6_U{biPYbiZ&L&vw4pb?H*25%Bn)Tn#!>nu>%azn$M2Zk80ESl;hYW%~ ze)BI}^YO<7kJ+ecLLXQm0}J|t^m@EFkr=GI3c)13cB_HTwA|x$`2}}hg&wYTY7o+! z*}f&Dij7UUL=8=%`h`0*w+&gjWuVQj;l@E(vSOaq2C17@kU0*_?GI}MftU{btK1bz zfbwH&=s-dhdd_eIL*X1mkRg^{qAZ-p2A*21vfrSP0FP(`DRH!+-MqmS%F<`ekY6)0 zjF*NY2wl*qN{Eb-EIyE}$|Dkcoi>p*NSe^XU=1Ljs>u(RPN>i?b5L+()lNf1$)s4+ zZAE!`>(+%me%Xd?>*4jV4X|!f6`z(Vw7heKMNYX!?;S=eS%zMt)qUw5Y1|7I5b=ZY zh_)H9yi1{@;n0pSRMYM8?gz!x8Ajo!Atg8hukr(Lr0AFjj%`JHe^O?l0!@w3`i#@4 zv-f`H5u7`#Zes0iF{is-5o=B$w-v(KQV3+nXre2WjY=cLGMR%G73CaSxMA!XVM)|@Ix5-JNVgFz$3U>;*my7r0{z)kn8zu(G#a} zf&+%r-V!_Qs0bP<+2eSCV*GlyVnJ7o;~L_)9RvWT#SzHU^mv*S1D_Tr3oN1p-BZ_T z4ImF${XC99kPskAaC(4IYd`;C+&9W6CVq;f_% z_`v5dG|<>EC2b?^E`idQeg}u6Wbq>({e`#)!>r*{a}7e#H3RR;K8e6AFAE^$HP$mi zQv9pTK;Ul}|KGTuzjwm_%~L+$3gvkc`@8$IEIykcb=Cb5W^{t%$yDy0ZmP16HNRQr zjC;G-9#^NMo^c~Fbu(Xx`Z$o?*X+l7m6fs1wvHc|)jm#TTYNUtTC;N@$C=~Uj2*b0 z8dSb0{W^$_@pZv0+o$sPp9=wBrM`B(iu2w@`K{+Skw|a|+lbu=O!D|Bwx_#>4}2K3 z|EcX2Y;#JZ;QQL!aht#i%|&$^TAM^%ZZAhWR_{DN?NyBi0s(+xF$_h}Y8frhL#cOx zY}}N;2GyKCMn5qv>943fzXcb<?Delsc?%UFGtnseteQeAxu|n^ z#ziaBj{#(m(XzF|GSUK~oPPkq54Vz!t z?Qk}$JG`0JX6zd@v^(;VaYh{3R;?;QVAW0xpI;V~}Rkab3X@{DrVsd8dyX+vzA}D_q!mo{Cg!m?=qq^^l zbdk$D{sV-1HYy=Q@0)Q(q7k|lDa>^kniLd448P@inEsTI zsJt@J*D}WZS3cor<&KVz8M*ma#n9J+%D@mV)V4k$$G98BT}Vhc3i+Z;W1CYXhVWA{ zJY^s|Wb;8lOBY)v?r?S!|Z$Ortu&dcoi_sIN zZ{=UIzC9N`qvt5J)XtAjT9ViX+9_ff6EszY_Kw6)pu6U}Jfxm zNA0tFS;o!+Z#^=_*F67syFVw-7DnqHwGF@D-_+s%y%Xknq?#S8?zmo>mu5JX&Q3Op z?(+Bp<(U<6h5Lb4UMaPt-n^TCVN{dg)1b!p=9>4_PWbCTcEUEZiR#!scBR=*A^^m1 zrB*#<)$g6~l~PO5p#MLVT6sT|4fQy#xcvW6YGL?8Q;(3J@2ELv8ewdBax6u2)WDX|Hy|1=6KJV613&uMeWWh#~W`uy-~YDulUz*$yfzq`xIMBm-A zA3w0#eQ>4J8sHi4aWo7pK?XHy8Hme#Ful?HHfJZH?LtaE0J)L+S^@qnW;Sv2s!>P( zTd4(7$U2RY-newTa%!ysB5&qeToF>^OW#9wd8iz^L`4!gUp`f77*?Rwa_drAq;yj8 z)5Vw0+7Idx61cl17q8RdMa6bpdG`f$w&U5q-w6*>zqT2F9QdqBDl;UrJf}FWFG$5?LYrhn2aG}bb0Zy>Ls*Pz!FnMkjF?>>oCAAPgi3+xsCNG(b5 zSBc+PG0!L86XqSgJST_Q&(lxJlc$_3>dq*#FOzj5pQIbMc4;A_&;c0w=W}Rd54D$X zN=|mGB$&^_3ydDdx&z{LLYxBIwOYVmg+Gg zWF}IbNQ1rcx#8j~3fGjBCoHwCyLsuG>2|$tXCnA0Z5|RFqMohkrKKr7^@7usKp#Wd zKCB13uwvM(*h|+Qqe7)^@T9;1+VM4?J)n`;3JNF27}^{ZfB^V`K_DLcTjDBSB?vL( z6)jE4!PbATm)|;s-+}0HNr-eCw_Hgx*t-uApeO8H#Oi7rnw8`P)zeNS@Mqp;f_aDU zP5Bh*E3fNHQ39k}S-FEs)O>O9pvw(Oc!heWl6nkBm^wQ+2}HLs=^Ml&lIP{O)~Fi6 zqo($MvG<-)P49i$uQUM#BqTuSz1KiO?+GP9fY7`2E>e{uH3@{?s|eCTlnw%dN-xrj z6dP4Q5v8M|IqW_6%-Q#IX00=Gp1Id~@$C1!V=egp{?~PVJ|hBVn`Ucy(CsaS#zn1} zHQkchjm(V zf`ClTAjBrAt|bqPBCp7{yZUcl9BNLn(Vbhp^im%tgCtGmCejHVVfh}U?_H4!@8?t| zz2|Ng-?eGjD`!=7h`JK_d*D5Ycx+*nBDz!@B#OShuauomG3Im%6$$(9yrRauENyv$uo0DVAs$^B9V z21iAdG$*%N8o6NBl_0#>ZkSZOnhzveqX4#Ik_kp51y90a{2|=AR#z$k7t)qi$Lvjb z_z`0aJ*lk5CMUo+7Xkv`IW{)MXIU?#g^~jFp2GMKkS;JL0%p7jE-;%{vOdb!^5hO~NxRiAzjF7k(O;*+f8X(c z-|>In@&BDW{w>`l@8>`6cvooX9O=uNcKuXEgV}lJ@I0umn{4X+ryb@GzDIj$M*`OM zlEBP+)&1|qtLV+_g9pUKPd^N_ONhPvbn9+?#(a3E?7q4I_00zpVD_rE7-!w zQ@V`qZV8ROvgJ?3u;_8e388(@;(`#KtXGb{!DZL)@7iw5=izUAP*YOfULxVC*5AU^ zcs`7#m{%irdLp>UQViz@=2K~i1rpDu?svS-CHPGS6CbS36C8j&hfNWL2O!ZDTVci)6K0Ru62qYn^}A4`spDB~yr3 z3IX0D3cE{2(ahg(AeoUvFv+VUBCc+VSeCSV#(YVzCC=B$Hd~tGDi2=26);>XyPW&+}wvPQEUfUvr$W zxNf5M7_8-LoOk)djY_7YY#A3XnxN-4BM6-P*q01HA(8=4_sDIKPv|Y7j?Oap{Kw(! z-%|YE%%5i8FJ!fQK+6rDO@S1K3+gnHAs? zd|!)jzTCS0u}NE9Ob|HyKZWF9rEUlr)_Z?gc-FmxY6uH|mH*+m+8cxsLgnVQp4(6A zih90s7~ScflS3JNRySaL7p{WwyA5Mz9^G2;Zv5rdqH<&=mJ8l+xZoe?b+JvI10fz) zwW8rYdh}_2qpQSa+9KDC!5#WO4~*pZ8d8IrLg*MIP6{fFHak`2Gc=K><02f(An5jXX~rZNf%^N1gjg_Tyc-bI6KvGiK9VF=j;r5yc%}& ze|(+iBZwmj|M7YLpU!*KjRmISzfyqcy7I3Cx#^o9cSmn!l5AMi+U%yA1Yy_{z6@*L z`8~UCOuuS9sA;m+bmXoh&AYD?XYzZV*5#WiWXPdQEy}Yv>JSR}rG|{aO`6n2Q7;AtYedLoJ308Sc5|L=R4ZXV>Fp}YU(b9xzm3Lb9FMG zQGe8WD)=^SRyM_Q$S0;%@!iKC`R4jH4K+|dnQH`ZQ$OpsMQ1C|6zPNt0DJuO8TV~cuzU4}be`@xET`-Sf1>5-olLlg`2M}3Xn}ryzw=g|C?X?Ayd!ZpG}@U|M}}{wD+TSqO|sDv3k$dfzr8n`SY;O z?U^S>4jXSOm-F-eUc*I3lV%eJn=6}JQ9!gddy>_y*n=Pwkplh3gpVb^MdM=)WTATIk*jQBl!{MTvzkVvr;_l?9RqF%^bF^jptDZNtYClx@l#GIH-irI~sBfySy-O<}|u5wTj) z4$xRLpt5K`CuONJUA6J8UQ_|M$!l3ykA^}O9B@(&*_*rV>QCPiXudWa7SnE!Xr^v4 zr?x$#_HKZdgACog9$N=cZ!5Pn%u;e$gR8I6lDbA(_F-f*47#P*xShTYPKA zJ>wjjRRc;KW(e)TjX+SVt^6evJlIlF)n0>MZ zml_ms!^^zIWZ0nLtR4z60F6Blql1ww2WYA;CON+emI~ymBM11m(9vk9oWS8R5GKwM z#O?EJ?NK2=tDCf?!8Xp^IY%k}(zJrR3?~>=RA`D-pz5(n!Q;gQ9-XM{W7ZfUX#g=( zDWJe5kkg?r>{e~or=`NYk;puzLhyM=^Jqx(R(OL>2*h2e=a+t^N{OF(hscwk2Gk6y&(6Mmu3$-gp%v$r zwrxXE_}ZOu{{$gxv9{7ZHeCLUR+9fs7R!kT`E%q0O%1GPx+}ZjGa`^gI6IWn@HAGD z9k6=EJ@oqG)z?{sOQPafe-c%20R62Ju%i_)j@F2Ec7zTh_Bup4CtF+xj`nr4VKLz%Rgd zJr&cd9F2;hHb&I_5AsJ&Kj}SbNn`>)0A_h zGu@CITxS=fgkqAZXFD?r{6`*`?*8#uEz=l2YJI)5vf*zI^VQH}!0%Zm6f{PMbE2EG zTxkrf+&ptfO?|zfEL5i|+YbjHMEW!%RWkZE%VeQoQ+j-RRy_^mJ(5aFtT2BY)&g;3 zD?MP&w%FQ~E>T~ry2f*7kU6#G?tT*0qqudj_=9iGXf8fuSL4x%f$S!h>s1MtZh_~8 z26vbAbo(Y}d8$x+l0M0Twd+!RQ})2NN4&`xqaE`F!eE+^8;_oa*LBd1!=1)#J8JJ2 zwV>+4Da65Argr5>_6Q>GvB~nT%d$X!CHGdSn#=XuCghf@LW`Qrpv2(1KEB1`$!-Cg z`mn`U?@znVdcLJJ+}qas@MGod`T0acO`GzUx1E22gM-F%;Ok6nt2Hk7F7ZLn%OnR@gC`{Z zK@Z}k(qQxQ)>hhJl{ZhA)(LdEf8&ABZ#jxKp+k-v3x`H6!T5@N@4`6>SapX7((v6Q zQ2ucoq*SZc+P?Fe{dl0X8!B(AJr$UK(ITlT)nzip0yH-)+X=vVilZtZejC9>+vZ3_ zWoSu?2Os3IzM-v3z1h>Ud!n-B27_yBbGV1jVk|V{8H%QS9#zVozo&g9ny)1>O!4#7 zj_SS(X+7(H6E8MnxobV#hweU8q7#|h(Ksh&3T*#XB;YRa#?3_b*@IuMLQI89tL7}_ z4$@yGJq-pU2}Hn{dCS63M}Q_KK}wfypyH7>&KL78U(VKv zl6<*SXV5R=4TQYP<5i;z1{4c1wV zBA=)!ik44&v)%UWT=6jC_+DJG$*d9nN!43Mwykzxr#!~TZ6x48YowmzoleAr=qu1- z@DZzcQ>Bj!5T-c|BuZuXBbLxApDo{4jW%+%4LJe!gsX9|UlsV`?Di zHRS~s$$b_V+7tr6tD~P^F~WJB2-jZz?Whf9;xl1!~3kB zwE<5w_%|2Xf=ij07BpolSSt8bXhIljgF&{jtfNQ3=QzbYM{biN?+0AAzJw0G>riFa zCBXGoVLCZ3_DzkL3MM46f%vdFR}knMvF6hpgPf~e;C199GiQ2NZB)L>$z}jDTjLoK z^1eqX-w7+B%DGerG&{`r?5drC9D5f%uSPI7i$9jW5{=Ta1?2D|ofu@WM#(h_JU}yd zw3Y@Las*7*2!`ZsVFk0npN`=@W_CmyteQ3GcRK*xER0l{vEzawIUSN9&9{AQlqE=) zR4Gma0_m1(Q<9~>tf8OFLO9J}bu;2;r1j8kaU5hw^Z8U(bw6`}^%Y7EeO~*=8N7YL zn4e2@R7}d+UA7TFHbS&A zYt%)1j3T*m$;N{|Yc8IDc!9xiK0@n2lc*x;=DER2g0Zd##w;{6q z1{r(d=AZ()vk(=da)wdatm!y|upl+03--EP+}aNI%Uy{dcV*%$l(x0$*}=++aN+kP z`jn;jWF5WQ=Mz8Vo7yA1`8)V*c^JBK^9&u87CaQnD^m~pF*XPKnln60q}E$c6~ASO zx0$Nw_p`@k8dKN8XDDC~3vz`hm?19NuglWKHElFJfPx5Hb|JBayDH^5mrDT2_U`~f zg~4b+r1WTvX1q>4L*|7b^8LYm)Xcr@a_Edah`1ng{pPa%3KE$A9T+fh|0z7Yv$JU6 ztoR#K$)SA7u~o@wXvuj&$&b#Gi{+Bve}x16qw)WcYULr#kB79(rF06VAnQ_wuu^bg zDRWmT>q;s6kJ6dHzD53<>BHZ)fxm47Wf4M73+Ni_nOsi&oBu}r0tCdJQzc zmqu^0*|{ib3rb;Ns)oOe3T&QuY!K6Yd!`-gWeFpyYk4PsuxMfp$8WIx{ z6Y{&2q*N-!Bm-rBaL%uAcTYwb#H+n3`bmHaK1}tvp#|IE2r%`aWoY;FD$Pg;GT<)! z!gS56uCBy{vmeIpH3Gjuv_AEA`+1s}Yq;=e5x74<0~R2Ru@YGVWM!(yee?0MLX?EF zQ?wUwiY1%bJhKOW<*Njsfvv~a-TF2#LXG+uu zxM=)an7D?Fi^$eFT(BX1^#xcx>pj8mx}zK_x+rnRi>=p|V8F-)Hd9--QddJdBgUHA zmKT=7*T&Cw0x`M2(#_07mPmVz2Ad>(WEXVjZd*(?xfY|z8_uaVJr;3(eqQX(G^uHJ zT(hf!O~vx&?-rBV2NjuHRxD()`R*h1G^XE^-8*)0=F;IhwL_Q2`AyX z3oy`N&8+^kg$<3s)|t*qms%{py7{bX>{0tdTK#7i=UsSzA=!y{brK6f^wq1WdK4nQ z(#GpwmOc=MF4KqjX1hYs)D`9rNtTz}0Ipk8gdgUPkL%?(9Av`glqE6y_4b^Qt(VV45#cMRt!ucqhrUvFd4Mrc_Npu3({IIn$Zt zn?F9~V+ZSaMmlNI>wylmPrZj!`eqVgdsXpRqyB$$5V%zOjY0m=E&49pVU%fS_-Fbc z_iyP#*x@sx;w3&l^i7^pR;I+0rv#Kd-C|&35RW;GYEmi^{lLF9&;QrQn?6q7J%Tb1 z5o{jZlLcV)b_`=mO2TNn*JZb;Z}g`V)M9*&I*hlSgR%F!UWFcgv^PB?3P(OQV>Oz` z+h054g-;T&zve8S(xQ3ftrS{_k9>&TxR3DEQT?fBIgAn8yjKZ-5Re_^^u@WrQ%)5e znA7RdUt*_suELQplG(u{fQ+IX)h%F5rGYa$Y}@>x4W( zcjlmveB_b@;6k&Drg1bcCXSiLb?YB?cFZ00$R%;Ht0Oz)?b&jaeR>=^<(GO5nw$P} zA@E<*hj&i_bbB9;K6>;XJ&UYnWn9r$v;@{NOe_vD?P{6Umol~HARW6f@{FOPqckSm zqdp660Sf)ssrih@e+Xe1UR5H@AJPcDD}dhz3Vp?Z~Ig|{t1PnY|&=6j}CYc@0i;%}q%?h;=rZ(j}-kFyHjUwkfj-qVK6HjsT9pf+J8l!5M&%%vJ-N8b~#1 zq@#}ZSa$4}Oofu5$e%}wu!Z<{SPSvNP?$?e)PQi=Y1cd_KEq9m-G&YIdvFTOziZgN0v!S=#J~N z=lSz8cPeIx>OPFmMaTEmgzK>YBo%#^u6I~`GnV}-b5;zWFv2bn@vWN5HW*wSnQzO` zeiYE$rQ1V=H^^-FZXgKLMAxtUa(aCoW$au1Jdx^UqzTK&*P^oQ1(-|tfb+^HOYJVg z=2w5|<&x?3 z9%y`d>s~lunm}+HQrgU)<`g_$UErLP`>4(jbxU+4E#OBGJrIy;#k@UmS}$c)K`FfM zXEl-0U`yj{v{wq%xh4-&FXl1~{f*(EPKkwa(CFWp?Pp$>(xJ1Wyd6uL&ykneM|-|7 z9@U^=NSA|$W$jd_)HxTkRLgXOuO31`^V~BO$F%e`)VOgyE?;ZGJ~@LKX>w@h2!BXr zZ2=}Ng6 zJRH&2qV|8lO9|zBsvwzq5PAVv=WPmlNjaLC5tf}tYbCGN5Yq&qfp5cp;#t#nJ7ftrn*yx$RUe;0NofAKNlLPmZT|n1zPc4rcHFVy(vb?V^Z+ zQv`vZ*P<_w?L(#M0;DGew!h0KvIFLD?FZRVow+ zd431f^E_GKepQxsYeL`I;sCEz$549sa>q$~!HzRnsEwt0lN0!^5dO0ueOGci|EM3e zWGlm&cHZo*()w}k_{@x&-preN>r-JBF#mDtK!tOl?ncd_dBc;*2AK`#EtyMrP({5% zNBAR-!8<)YShHK)Eh}U_OR$vC&%8LXS9ULCbUQPk-sN^Sp4uKV1N{4KjVVuj-1Xk9 z5LQmxJ0_m^-hK7v{g2b9FRAPO;`QFHGoN*gpy~tiUcLROaMn5fUlkG1r2gR;bAJZ1 z4iigpQbpna*bWpDPw3N!|G6FTAG+KQbh_AGf2Q(;b?HU=rDJTU5;`;=^x{WKp#cr6 zVrpBhkjbTEOi({B>7|ABAC9qXjr5iDH1#ovL1YTkqatHI$Aj37;OL+S#PRv2Q9_hG zmPI_W%Gd&yJNbIqz*g#Vs^S}vl-7qE`MC>E2lRt(#OG7~`*wgRX*O#ahApKMMqf;m6Y;X5_5bDyUWyO?(-o|9ZGQR>Rd8qOH%-~D(HQ>qqJ*|TRKZL6g+6uW zM6dYr-Zqpf&2jYxP$<*ANlW_J&GcJ_LbuS$_{n&%Gx?M+-_1;_>iRxV+)Hegp5u7c zn-j*kAAcf59}QMEDN*mb_oOCAHR6gIf|&Wz*>BWGy{)I-CU>rvV)QxZ@mbW>blR40 zf1F2B!z%A%FQ-7|ncB0h_+@!fKzDL)Z(QUQac7El$ja{bc+PT#kl1(g9GqBCu_oaW zyeIWeZvz#-cNVkduLPOT{96z4qVjL6bD>G&gKYG9g<7JRcC|7)FY|`Nm>-11F`|FC zf@zxkrY;8q3EBGc(40S2!OS?MTx)zG-Z!i6A|hP2Oj_UxW^{96qts1(V%R`c z>LPXbfedg@jJ@{G37%=IwuQ!iT!=47$NQIDSiuQ%2>FJ!^+9}h{(MdnIjoR3Dv+Ll zviDBjvL!}=nY{?)vOUkNPwxwsEs#(vTxXyl=o&4BXQ;Vx_rM=az7c9~Y&H!!YU!{R z46v$=@ePVWdw-9)NH?eqmU)MeZZ7wzbXWLw9A?oX-(6v7R<4IoSFCjR`qCo0v>5f3 z95yd4ROw9nCeTu9?(zYrk<1Mwo{wZ)LjDwxMlPE2aw%p8pl)TLe7M-!XQE8t%8%4z z@6DQwnffEp3bQfcBz=M!ZF*j0=0zu(Sge4<7JG}c$5|!3-kIl_Gp1yYuEQke7M)S6 z1*h=>U1_#bDvqUk5Z2Kb?c*O~8mKnbFJXJEW^@kq8q{VkS8WfxoPcww;YA!k(U({L zGLh=ahGaWB&Ke^U)D}Z2C)pRr!b&K0fV-Mz1xLtc$4VdJ458tZ6~f^FBTaShb6#zs zR+vb$vDVhDr$=50Kv*tbi_uib@ECYK1eW=lRt4(Oe-tlDq{>&}@ENK!j)^vyi$Ije zneuTr@oI$)C=&oCaunbiL3O(&CQJpJ?>2Yzy#9=(H18cH?GVEOhbG^5n7cMC*YE7dXi+#qjO&xqTULWb-|luscxPDH>wTaTWEjs;H1Xk+_<&A^+w(Zg?VaOFa^Z}{>a!db3c-j+2 zT?V2AG@M1#)o^_=z59-f=H+*n0ez+l9bXb2{|5o?*_4g_+2(a0On;g8Bt$e1@`>M6Fm%_iG=jf{0haPp6jUaOu@)3H-{_Tn2=lX*JPnC^6V!z*y^rE?%(bC;jb0?s(;ihbDjqy8Lu61#1Wln(TlxOg;DgM z2tOZYXf2>tJ1W0PsLJeKJK)2KBbf`w^7y~faz-#yfyu>WuF(A8m7+}6cP7Yns3wiS4e@rUzfJ{r)gZm1|(L(jgVWqmtMS_*z-7EENQ&Kb<&IT$TOk7R?!4OC1 z@0-Kj62yKmM}JyQzRF(qYZW2SkDNFo){E+EGNP9BW&z$BL)$*J>2*p4X68VatCQ%I zA!!b_He)4LH-Fqi5TD?I?1%HdI8iS&fWavwaZ;s zgX6tJS+@)W;;Q@@Bp{y5x;FqF1`W}Yw<%)m)w}v8a=~*+U)JcZ^o$UYhYxnMV$d5r z{u*4)>rxM!1}IPc?xNUFS_F<;9gO5W#@oTP*%x{{pB>~M27dGxe2)YR%Ue#Chxlt~ z1#&9oEy~)MOFjIRWk14dI?GB|5udR3A<$PRyRB%j$W~9lxEo&CsT~??v;BV4d26iN?Cz1_xtR*IK~uD`9@Vu>?)l1 ziAPv8D1^PiHtkzDMY@Iu%pyBmV^f`!EagG$$ry+$3oB!;!-n>|Llg4y8I+;D+0W$uW?2uvdbu~r4J%em1j|I!#%_0aQcSE|pYRkCtOa4vt<8+-t9E{(7wEAVHW!~dQ2ohbN$ZOmMBgU`AFI__k z*Xf)qxP`feQz?__*4L-U{k3K)FA1Y28!>!)TF8&=?h@MT4Mnt8z&BIaNu6e5vK=X* z11c*8&>w_Rg4pvP>DT~U*Yp}IO9Q%=RN;>~2TOwcvY=H-;y>)*cZYD_of zy0Mq%bcHNKE(%%xi7*hIjR!Bh)k&uAcB@!8H@nYGLnk|ar%l9iE*rlFBc-@50|yT8(_ zEYDral!OLoOlRDsE-blh7TG_)ZtL-@so|{t3;#WZsq>3VhU-UFPYzivu!<`he$Q=0 z%1V1=pY;}b7oKH1%OmKrS(MYbckO2oHXsNJ=%3iXY!+$dWB!ZHA`bsPQjU9R;QQyl zTh^*Wgmd;&T_bLVa}Oe&RLbn!e>A=slSdZ1R<@=K1R#wGyVVIRF$uQ?Ztad)O$Hd8 zDh#K8mZ|#voY{UeY4gK-F45ENtDKvi+5FCj&Ua$CyEN_h?piK4X->v8Zq$fEsa@$X~$7_ac_C8p>RzQH+Lu$4;tTNJKgGmwOcFfz|AQ z4TgyOjj3Is|7{yH(IA`|vI+4>6UPJbg9e(|I%!HSDf(_|-5};xs{)q5Zgp>|SfG_d zT}|R!5!9Ky+=41j9w6}$6B@9cZFyu{Q(R%Gw=)54J0>lWiN|5V^=m5l zP$)vs-GFD%Hl0_Jid2czijJ}+o{R8ZtD}X{LXcs~I7>1{nVD1#gg{GBnvm512WM>d z<)SqXSVKv}Bxj=K$Z)&y8bUP&LQIO?15j�XRf$DKndNFnh3#*=WfY4~VBINDtwP zl|Up^WZD!hp;D?vY+F<&a;;oKrQXEm%*H3HG0~Z0%tXkMaw9xFCtQJY^fr`=U=Q>g z6XCS)NKzM^C|?@J(|wPN|LuaiL5qNl4m}*9k}Rlo8^ngO1lfWNr-H@2C^?klFTapM zaTyt&rg@LEBtKgq3c-b%MBv#xr3wwh8=ff=PYbXKg?I7y6(H_aRvOXyl9LG#-in0o z&PWEl5+YC5o#ehczzpm^5@gWiJXsF4F@C^}wjf_9-lr@|uPEl>Qhv9~JtpKRmYp;B z^#5bCh?BXDTcM2Cx{N=pOt7#_xU1}p{x8I$zh5VRzfS&so&0NGCzqxJ21ELnUpmfi zW$m|Y5B@}d{blgzo3y|3vbb9>H+v6KFVJP>F4c-*x=()4UuwH1bs?8eQ@mOQA^R zE15vr`;aC)fT6S7PgSss=10wWCJQ@l2%shJ+Vy6{1Jg#lq40GgN6Y>N@Kn^jnKHt? zzK3rBGxG1hn>x*tXA6AXlPCN{o^~LV843*}Jpw*>jhhchyl&z|fbbU;ci{^A0}#8; z(%<^{e8lU`v{cIbyfI~p-H-iYw}PAnh=QIQlU;>`cW=J*085?i&S2I2C++a(@T*lL z*)a7vn^vcG`(~+oTBZ(^o#q3pZ4#0!$GilJCARtquO!u(L^sam(E+fbU~zpU zC4O~`>SSgFlfF&ik`)4}sklF6fQ?FMm&8+WnZG9UrNZlrba_uhqm_^7^RY_tCxQAeLk<^6PmBY)1OZXX9Emj z<868w!4^2&SGk*LW<1*FD;Hd+_hoY6S^hsSo&SekC*V7;4w&xHht}?_dx-Lx>r|}w z6#~+(qa5VdXs5JTn5HPWGOb)~qP?9)a2=fD48mpHvpxAQ1-V3MPzFIR&UsXxHXaj( z@HZ0R zrTr(K->J0|lQzhB}oxXaZCAmb3+htNKWyKf={7=b67AJRpA_D`0e3OncR8S zg!s0+e;zwD>Ss!y;E@KisNp}x4zTuxLs*MudJDlop;rREV`8QdsowkmJNxT-x zuahi=q>ce-&lN8oYb2G(2GAm5W#I`AhsX@>x_`)d5Z8{So^%?Zy4ZQVq4OZ#Ej+`_ zQnyl&35hb_v`=v7CMoPuOKzU>)oYCBtK-kYjzYU=pQ{ZOd8v|j|0rl*9=YY~Vqv9= z-?h$}s*=&_t@_|NYm3iO@KY=Nf%;BZ&J0ZRaa(!$qjMQR?-eVWN$PlOX{jqO=TzCR zMV@iml-TP2)%R*$w>Cv0i_eFuCz|zxnH;jM%=~rUi{b9;Z9ZH(D;C1^?omuwCMVLy z#@(a)uygE9wsL5@=4NF&tY}jb`KRF z_B05i^CZY05pI5cLFrx2)2I;P+!vRogT5lC+yANQ;Qz6E(3~areTQ*bqK$uNAx;m* z@VK_ie%~9+zMp%515AFlyDrb=xmDS5Cw!a7<+hQR%`-pG2)X4ZLhaPyz_D*-G^O4L zAm)WJ-6^~CMFBG+{q~!!fES&iW(Z4x~MOmjU)Ma4pOfs9cbYJIE?RN&`X>({x%6~peY;vU5Q={S-H!jIT8 zCQ;Y#uFxyY0Mp}@PU+Z-89`)trH%z4kSyY6jxu$=tZQY!+&|H?S8X`6P%y6&ue34VPgvz)Q6%u3VBHX zX_M_~l^K7C4Pp>T?Ic+V<)fPAw1!FEgGeOqV3m740ECX%DRoTvl0ttKP8DXd`_$lm z4#ImLcMpq`U&rDdP42WYPxc{1Wt4p6=+62%5l4KY^rovv?6!UMq-_vabz5Z^D6)_7 ztFx^VBr!P-XA4J|)&R!Zv|90T%9maIGA4F1(-vrwJwhLo&3%f##}s5-4TcDGB=W9> zKo^k19e~%wdeBTsRrh@rzy_CT+%KV|+>?V=MDjw2m z%7x*IRNn+O=bIDb5h=ZDT^&Yhp2{yqRO--nkFn~x{O<91MkG8NmXOFrsj?4dYVL!b zmHTvLpj1kEURXxISc=!syuBk84a-1`H|5y-=NbcYTC!Bq)~ws-4Xj&$oUs-*-`OWZ zq>!>)DijvBa~T#fdB%>OlUWf+ZpL&bHaZuOqhrPnMZwL{+j15KNMeh38QIr)Gi#3u zyvbm=p;SIz2BFO)nqX|ItJfLEpfNc0Ig%b>na>pz?-XkMV*^ZCo@&>sGIA6+dcvQP z0DRhMPKN~U2B_PCVzpsL>yGlpq`3RfNbb9m7wm-MA3weSW;gtQYWKjoqWIUWOqtXmGW@p}ow; zzUFf|Uo(!E9B&@n%UAg}t2o?emYjrd#4rqPnN=I<}3p@4DU} zIC{GuHK6)=;ZQ&CcgYpf@m56)+PS1#(zLryc@h(_yLz@GNSo42tF_e6IQjF9=}Bso1<=S<>W(OR~e{oT|U|EBVae%~m+Ey5c#rNo~H|4EnBKgQG zy3%}8{DXs7kxDLxQts7q7ywTVjzKD6VyQjeW z-cCs6H`ku+)fx(WjMu8}eurK2MclXevLcKV7GX)G@ev(xh8JmAbnXr-hxc;7Aq6cx zY}*gg{Kfp`xOr|RoGg8-~E7vhP?QP72&B@jV5(sjvMEdOvPw>#Ebi8B@FR^l3$hdaX?{*=A z_Ij8>hVQ_mxE}c-i8ATbQ>pq(tSYLz+lu(F+@-Q62xQs(3309-DD-AeVI@3yi}ugu zL(g};r~kfu*q$8AqRZ#&udS2BaY;g2c#{@dUdZvG|6D!GZ zq;lUW4zq3G`u93i%jX4OEvIcFnYzE!p`s(U6-x_m3g{Yq-Mp+r?TMRwb(Js`Y%Q+` zJ&MOs%DA4-dKmtC1aCKx32-Qcx<@IjfD(0?3Q$>iLHRda`*)MNQk*2`@UDVFsV{qd z>eJeu;x7`f{d6mD)FK;J01@src9-yEWC{(BOC2zVjs-gwd2U4_?HPOD9@FyNSazh% zYQRvje~T~BF5cRehr6xMdlX=eQ4jJGPT&@|aE0-#7I1_{sek>ySPn-W= zmk$I~>g&_+<+mG(Rhkug%8nfldT*dZlJmMdZKlzf~+gCzBI5a7pvzJ2aC8wCV5qGP-W8A^h-6$hI(^z%f#Ni zLB>WIV%apOa(#pw$Yb2yY+ha|Pcjl}78vk7mOd*`6HTum(h6QPWq%8T`7|ptRKk0* zw0bQ#y*1UZg1Ct1;cVxyn-vi)ccrzePzwNz0KlUZXaR`<%FJRx{xQV>D;FYb2{=Y) zhshfT8FJy_HD$lM03#L*C((iFw#sV~nP|pn^tAG?3^3FksD508J_E8TyKoDUA|2Kv zGh^Xmi)i#Q&ITiL#RYBTfzj(VpHqilZI8pAt4b0^;&6E8^k9=zZRA@EPQH*38BJy+ z7pLBgiaOXwg%oiji@t&jW5`#}un>xAvWj2Omj=N>j{3P*87PfaP5dn&yh+5dQHCZ8 z#YY&kjS%vjFz<69vkCion|gzs3=7dyno>^8?$J$KiYLjoX zu@ogZ@hk}E<`~`Ws6n!ZFb}zBB`wZrsnZ9J%^rX$Ly_&}Tx(AgU3l0&=F?6D>e3yj zPGeJF;3HO-7#?PYug)nw&&OuSs@)`w)RT*IGQm7pOSqqPP3m0SxyXJAnfPD@ z3a402Oax`Yosf+CX0QiyVFL7EF3tR*z-$}!5T8Mqa&UT0rvczQ6f9)c9++oCaz7BR z&>;|F_}3N0-^s(@$;02t!@o9pFt{Wx)rI^2(Tg(w!ZM+$X#DjTd($`QvfO3zu;II4 zuz2`9|4@G|GS8M`%hw;JWKI^LG0>k~@s_0j^M#{-@a^>zspYx_qWLW0UyDirhwjri zj4r>E_Vg4AE|^j|4lMEI>)88{(0zFQtr_WKnYn ztDt>3k|scQk#%tgCcXW*N`Rxt?oem2uLxSBu0mo|$h@gWAdB}te3oRk$(Y}|!yofu zBjbW_iczAPrHj*=G3 zxCq-r${Q?h1KpaBqa#e%!Dbq8-q{f;cG81luxs5|UM$+p^9E(LH zCGzhPsTP^#+}caxPiUp$Et4&8JjHh_98L+iXC#rwg9m%^2Q$W)xR+bOpp{XGOy;-^ z=-DAV-{Fn)0^13qj{+|s^)soVfs^4_JU!-UvX3 z*^fJmlMl7+FI5-5yP)Lpq?mlktDiWPUE<4(rFZzWdG~A6HQ`b`oVcptOlBISzN0Vbaac%x7Ml5CW|p&y#1)i;>1JJ*$}@diLKeTIyUpvFNA}B< z5PPUTAvg3OEnDCV`;V;HM80DCiZz`F+j^%lP^5>`j;>NzuHgY~^et1~yyvmA#RDeA z8VO|ux%jF!P)?Od_$!FJO!kQxs6sH{qj3QFtjIcVs)dt~k&VOqnIOw#JruYlNqq(I|HkVLJiWCm23PhnmE6^0D2r>6aZEO+gzG53_QfGPb@z$!D-{G{nM#4= zYTuZ%(YK9e)o;3yF4=C3tEULe5MP2@k|L_2RYI1s?$)PF#Vk@|+4QHV>m;=S6RX9N zVT&jA|B_x*kyYx{@mW??>FGlVq)Fpa_q(>VY2tts(Kk0MBN`3SqR2>A{hGirlhDD* zdrFzi8|#!$#l$80NAeK#XYvp>enW#cyqr65sx1!)xuQv0$VHi=VUs%Dp3MKQJGm3C zZc>o^dcE!ja)dC1qDgR{k1fwUK*DBzB=*tH<^Pd906(?Z>B|&j)ob7$A}wb3PWtKS znLYV=TOLXea*!7U);pT(WfEuc94L_oq5_#qKY|#=c57{Nh_l{Hw)YB}y%K3=%Xje| zdc4>CBi5fdGm7C3<8M}PDQDI>eN-9G@5VjLz*?@PCf0@xM4Sq@Fse_3zh4=4O=KQu zk>b7Zgo{IOCKmXACl6L77A}=6(~{44iWBsUTNRr5Dn{A6! z7QI6frb2!V*mm`aW_Wy_*yr5*&R1rxLI(v(D}P{?HhgjJ1_P0ol%*w$PqJIvEf|7) z0Nk_x60=l2F++8zLx*j1_ye<)DBC-cJCZB8yzm zsR}kW8U}vRG5R0Vfc}dV_5YSU&;>T!#?pN_zDyp7AK6 zK>=yfRFsa0g(5|f9Nc?fbFMja?tAWYX6AK2nEfaG9{s*+tVzxgVQwzhsJ5OPtqVLN!|onV_?h%i$$zv?Tf&zAs0eF3aK z65|hz<}J~jbyki1Zhq=wX4;EH_HvyIwySN75MD7(?NilXjZoQ%RtjYPL>a@2miB{Q zE_F4a!6;L}Rl7AYU3lx~n)>eqZIm(%-T~ClXKJ}ONAmjF=uI(~mY)qL;U^*9ud(=h z2WUM?w!KM@T0F?2o#T5I&`I9o`9yeJf0zq^vl?nJn5}-Z5oow6;l(CE8Hc(Bu#XKg zIAQg%_5i7B$EcRLw_p)ptC&Tc%c8^xUv0nPui|WO7BNUcZ3m_daG18C;KRtZ=rL%WJdq z73nTeLl;Hi!Y_Rx_&$B@TJE>SS1gIqijnm1K_br%tk^O>0Jt zG8<}rN1XH~%Qz9f&0Q`mjX?=y4bCa?F{>aejLuoJHP0oql&2W2CSI9fR%K%Q2*wsz z!0~7`U=0(bLy17G-j4?}2k{220^RoX8d^A14~>*uAP;io-B%0%7MaavIknBQcGb$i z1mtmpDv!I>wRACW<-rCsxz;5FyRz_YT>j-4BbbL-A^|*sw!SWydk{b%*9B^x7ZmT{ z)@?`X=rUi=SE7%NA+K=PCBqMwrL^>=#}WA734`cMHC=jAeX2w5?*;S1eYF7LTl-v( z+4Me7=?>8{y}(7@ve2obEV3vmx)1b;$Lba#tc%xcaCL!q*nn1BiAnbp3|Z&H{!HHUOP&)Fd4^f<> z{6{UD+L8VrwQSI3bwR^aN;>-J5cK~)wQQgNt6KKKxvs*7gey8W=e++8AO8E+vag-N z+c;IvILz{C!Bgqf+=_Flyh_KDCv|7FY^3qKkCR2j(RKq#z-ap!Sta9mA?2$;5I)|E z;5%C8Ft*sNuUrAeRy52jV4IBIO})wS27Oo0w1!1*wXbjiES!U2t%R}%*Ep}G6il0b zYG_!zx!OkE2_jQ@78<>^6ju3um%_PRiR>dq=kmwx3-?X2yn~low%#Z3oRExx=Z+Vw zfV;YbVKTrE$5eQQ;->_!$Gtq;l;w|yeT<_tR(Kb%U|`!(gV$G0$F8KNr{bAO&Ku4j z5C}|HrQ&&cj%J>Agc&p)mhSmg{ME&pGw8$Fy(-&DJ_QLr#Nyd)98|5mbbPe}aWT#W zZ#;FW9-N*19JY$GI;(SIMM^*U7)sUsyfoRP)5=JPQZrh*2msPRgsuq0^TSG}?tj0_ zXgVIsF$JDxV9W2MVN5dfzNg=QD?>i^TLccj#LG&fBjJk;+EjKl9d~b~X~m1&7hn1r z|GK9deFL1)ZOGZc((#I!DH`n}P`fAsT<6bpBd4dkK6iM$Y;^ZQQ3(IDOjHx(`H;gnea-NU3ZQZ>0mt7 z&Sy|@+@|YmFITUKmG)ZYp#bt*xcP_NY2hFp_>)i}u|^QQ9lcmp?#uil*|-Y=8{L#G zFVEX#Mz_7K&>qR|UGp>xrie|ytZO||7nhMEi{8-kb1Sl!x{mSBws901AfA7m5Kfos z{Qa%sNI`IQFov_#=tcnJC+k2rQa*wC37gsQPMY6F^QPa}fnnX!G#~4om7j0R*aR4i z-BK^4T)I@=8t;5bt9OfUfnlh(;31ZuqO*WLOtWzh_1d0l?cOXE!XoGL);&+onyJuW z%j!yIZw!|K^Xx~yL1qijEN8C$#TREg^4AQ>O9%>`2YPYUSXFiSn+wCSR&B??z_%;Y ze1kK}FXJck3*t)N=59_$M>e$NGrw~JYX4`~vj3WZr5^l?|G;zBx^6jBu`<^lsM5CS4>T)H#L> zBKM@_BHHXDyCw`7DD`FyY776QGq1I_&|#$fE=SXz(V4#i|D-b`H>7iY=swenIOx8Zjohp9X%-Md^?5eKG5+hWo$|E8F&YK0i zDIG8D9xfR_lugMXe(=khSti>#0^n!K*e`@1#xUkjUC*<(_+MSRfWxLm2=5j70 znY{gf)UtV{WL%GAJb&j9QD+D`*nq3V8HIMX(!|_SUX&Uo@L~gcP^vZwR-dmDAIP0* zqukvd-QSo8k}T<-m4ctoi`1gKOZ)=96n`{D7$o~}io6c-=nrB=kCc7bYSbeZ85g$w`C?=hTRA4c$dUZ>jOzp`+iPAyq zlYhUKeLYv@k|NLIAXQ>Xd8 z6lV})2z}I@+PvM2yLp*zmPjS%zzAr$gJZAW;p`203iNFh(;=%P2Ez8mNfSB|X)q<; zFKpH0Wb_>jjOo@;=@!4zqT);u>$9V^pCC9S&sdNdB8Lq%Sg|>yBD}?`LZR?Tm|FWp z=q<`HH!>hE!Q2AG4)wQi&{SQSwiaszaZh{C0ipEE5gE+ZkC$VVMXVVEbR0|cNWce1VEDB#D}X0`%7YsTj{dqvOC~&Mv_-Zq z9UDwX#Dv2Ge$`!f0+a}6*1Fzedca~WO7P&BFrLJ5wNeVv#_H=qRobzt0%dSJ50!Vf z;JMlQW!Yv_%={{@v6EJEPY8m?J6FI=amTyJ%%voYfFxXFyaEmT&1^F>8h}W*4Ecm| z#b%^K@a1dkri@P7v!KxFzyu;2@Y9_8i(o=JTAIVtwdZN6Z7E+euahwi&AQtHhGC-x{pukb5G|Hu(W_^ zp(cQ_T6%9aLCwt^NiWgKKc_OlPN+w@Aae`tB0p_Q7k)-|tx=tfF@ehqS|R>(3Qs|i z{1w@*`w7D<8cu;%Bn7yo=MBmF6|eN6pJ%24^OcG589dYA>%FPPPP!VKJVZb2RZZ>6 zUQySN8MCbJkBOnu=HXDk+s?o&>q(P`&8A|ka+jS$6a*tL2di)(u3Ps;l;P6-dvh!m zW5fl0{XGnEXS;BZRCz*(Dgqg)>^j5=z_Gmi>PA}F5IlA$<6($l#)i2$ZFrSgp>-Lt zR#qvnI@s!;gNXmbqocpy{eQpv|9ijtf2Jt>o?8umolO1iXg*E5t8z_$?~&ZK9H44Y zmHsUwxhf9nFTdaY_l_5c4)~7oR(O9vXWGkE&MgDdtf>ceOJK*!tVP|AH|gF2L7L6a z?*I67Ua4P7OK*uMbeQ9hcfVAt)hF~Nf{WB%q?^7ucj+vH4KpO z$*xyV$JZa&D;gbM`t^A$S@#9muD0?=`Wxzm6%vfzG zDDkdoK`^|kC^NzkmKazr3_st4m7#lD@R7wz??K%SX^~7?4%%ulEwQgzGe9Bihbbg~ zTDo@xR@XI62R=2dm+>A{d~#Y=GEj33-vHw?AIl%Ay>m874std%7;ahm9GAov&cSz> zNNSaT?4MI>up+KT(;dK)i8pc4`TBuk6uisi?K{mT@T4Zwof%lV0$aW0=P7dLKquw- zq|O-a_5kl2A;~yxKex~8X9Xu0YXY4OCc%65$R>#v! zfh8CXy6iwJRW$w%x1`C6Pt6mG)cv&f7_>G^ft-6=AXLIy$F$jPSdyn)nBr-TPLF~` z!^J+;Zvb@2jGX#V46}Iur-fuU?Z%;}rhFmaZSc|BnH90A`9COm6&Z}di>~7%CTWo z(t=n|1(9xkS85(s~xMpVqw7?^cD*T&%j_5qv-`S!4W zyp9mzg54Rq4fs7tM=++ON zJB#qXkU!>_5W|y5Ez&dUt66EqX62lX_nmyV*!!uF{CpR&LeGv_3uVH(Sl?|5Q5O&b zgs5D!HBc@tp}RIV=Ou2pH$6kc^%IIpIrnvZ)TCbQ-44GkHasIHRX}H4tfpDO@24$O z^q9^JlvI@j6`Cslk-T?8tV-OZ)>G9AEVff!eFf4-7yo!siC*5^sXcnGws+$nu(xN| zK1T@NRIDJlVe8!KUcmcp0J{BK%myXr@MwY({H&?FwT?q>XCVRr1G?f>Q7fASu@ zZ_>SSvEB%hmVbFz!FTp0B+mHFCGPiM$vIU$C%3XrFh(8IS1zixD zJCijqYIFQT`J=dR&4_eQL#V2tTt%PaIXK)1&n@*`p(_CHN#@x;X=$*g&|C@iAv4@N zWRfV=P?=yV(lR7JLiwQezEBG#^|1h~LNhEi(NmZ;?TDgsJywh?7!k3SZ7{xX?6|8B z++*`#W`~-_IshY@SaI?|fNY+0kxckEXl!w}8h^F844S7z8=u@4(+LC;*0izp5L-YGcs+*6KALw4nlquak*;hM2fv4yDGr z{Mt87YS$6=V{UIrbPyC@MI!B(V-1dizx7>7olL-F@ex)pAG9FIa5t@+ZFEr4^h2SB zfk`rE2@jxF9M$1Nd9ZdGKPi7B~bQ5aqii=lDlvo z#mk)(AwmeHAt3{ave<3~b}9Mn>zX%9h2xtyGpOea3NYN&uQT8QN=-F+Ef&fMk6??x zU;M+?TawpuR7OpHsyuJwk_5Lb=$5F{PM|(eXQl)NDZe2iE68(h=@Zsrb zs`whC&I?psqdJH3^)tI)s+D!uL|N@*)7!ZYM3&rp6h7LhO!C>&9p-slRDJ1#3Yis3 zKoYfbq4Ub8QliCi=}onA2|>|T<#VTR6WW(WzeV)@y!sJ5o$(VzrBz;LLpC8qylc)7 z{_AHxc~}2;B?$lLHbNfH1}L2_s6 zx%=*t_z&8YA1PK1tXgp~vLXERYlARA{upGJE+u;VR@NKzXpFGzG^_V=773OidG`&U ztqK_R6N)~|Tkje)QETp_C6%;dOQNsBGHEm(dTL9&h+@oZ?au*t62(ga@*V@5ogQ(r zKUr-1gzqSI0leCrhJS5u43zJGNspf9(L|Q3qv$04@7bn^#@tlfR9RJ%sKwHqhXHd4 zwQ2XvZCJJEba{*@WgcV~?K#S@i^fW34qtG4b)dkP>*0~1%U?2LKF2KYZ<>0GJ|#>d z|{d6p2maRgz=2Ugj2uX)W`mi1x=X$!jq81{7VTzbIzRB>lL{dTr#E$|whag%E3QCOTj9 zjSCi3sv6@=8_>2_VD^^cZf>@Fz|B@3<=Je@s-1C@r%Pg9476SK`68hwxCgIG#Vla; z&5icW!n%$E1KA9WK9K^+?C)4Gm91YgEPgGR={hqFM-KYD4XB$bZ*DzD;$gZ7s4^${8GXf9!xOS!kCf+A;uV-zM`Sy!=8+h)YJ!3dU9dAj3 zFtaWkl~^j0bq<=Yqd2V`dln2Nl~ck*R;ovSw!}^{Sk=^&6GSEmir>Z1t*HLq3s! zd-jw|?%nX2|DWFCn*0y{zvfwsYsJW!|4(*Mo&8zNVZ)lQBr@eI!>Gu?H@F!o?yCLo z9s*1;NAwyiK{AlX=xmnt5C7j1bGc4It(!q1uDHEYWU8;ipTuxL|3?5YxHRfK|Hv52 zdNqoEFmuAn{Hg+H99&Fc#*c;&Hozuf>CQI`cw}(0wkk+bw<&p{Dcj3XKvKREuJKjD z>xz-b4ps#9V_7&aSn5Ww?dItEveEOLwOTaKz+%63anQ-h!(Xw2%Qs*B++MB!6Yu;# z2UrQlPnTI=9Sta-?qsAtT@^MyesL(7DAM|LkzuiAd{s9)#pM>z5GD^!>blA}HuABT zoZaXq(`I(_=c#Y9-^zv}y?mF7XFTJXAR+h!jZXw!FjCJ*>Pefz{O1!BR*qn?s1$+z z#l3`?FzMxi)O@SgXh=LT;Tu)knyo5ntn_p7(9`m9?3tIvi&L_}VKC7nYBgDxzTMSEDm(leT5?YqUexTdja9Px9$Stu0OGiMr^9J_aQ3p=7fQ^`%0P&0X_;!n z5~t|m%<#vh;%XQr^ghblQsylMb5MDt2_Z^l6(s8l9$kft60FKB;FEwT>3xCY0MExO zsMhiXc1w6TGdFYzAc@wUBboEj_Ao;FG)th|<$(!yy^$1wcmgIWrBt;GLcr}d6Ymzp>+WH#dU4c&Hx1AK(*gRYrH(|D*KF#+O znhHR$M$nbb0K=ymARP-GC39edNPPLEawk4jwSy&U;wrmbc2G;TsA7 za`|lnM|ruSMs|Q@p1J)|TG3>VW-sw<|1~}&uVynknN41rmPL!1qh~1238&#+Lu>%y zZ}o{cuPGOqY9))xVXbqW1XIdB!syA8SbGWS=QG*QD@v@SS>^;x?M3?GZbfzz&IWNc zDl(tbY9cLlFvqf`)~!!F_)dJohw*RI%g zw644IqGbbXoMx+!l$Qc-Y6740uH<x=URRLECndMWq7yV!SO-!+A$erdtc}{ zdDoYl+sV4B>N_kQ^(P~LX@XAYl}W)hz?mip0`3_-84FlY;C>c(IAP|#r}a+llc(t; z;m^f89BS9Q%=ByUStoifyxTm3x$7vyP#ykrJHb_ASsg~V1pMwqv$exeF|Qyox;(!e zTa?a;U5xQK%K}tbmB0T=xk+a*WRbnB1k6RbP$;pcti~cfc06=v@!{GrAkU{k2{=mb ze4r-r(sVVn#)UD~4jWvXljW3JKgWZ<_sMGjSgA7Z52q}dzBbA9t3^U4GX#x(jA>n! zbVY99ikRT|c0r?5VKW#ZtX-h<2eSv{McCrj) zUDV#0kY}9z9h|gl4sJ40YVs6bdM_#%TrBJ6%cmP+fP7muFg@&*YWbif6Si8)`ilvE zCp_ttt_F2qqfw<~y4>SoMXM+RAS1b7AfdZEV!e<7&YKn(&Cmt>LJ5S-a&dnHmyviWG#yOd+@hB}VeD+@$pgJYeTq)2 z+Z5=SzIlZ|6)=JwPq4~m-4$vSIp0d1KW5<#U&z9grm zRz(X>-s_w@a=^joyi$%IqUeiS7#)z^v;e>HKEs%RGoQ+I*B z;4mwYlqQa7(Xr*8lIJ)2dyrl-YFfHJeR~hlk5y7tbT@l#kwx=;RV@whKH8YVg(dmH zpxg_S^sj@GchElSAo59dx81_1M%q^M@QKuRk?ceTcW1SmAagBFV*aGT$jcH&+`Xy~ zuX4qpMiYMm*_cCRFVxGvgf*Ajw-M61xOrG^4LWZ7bzb6Qvl0B~Kyn3=A7q{}p_Tn(b zPM$~i9a@C~o}h*{NbGV|)>x@8DqBmiGa?)16)~Q4u7SH}V1-h|li%k+4@V6GKt`y# zU?f=3Z0wTjvh;4Y{&Kr)=t~o$hY~A^FBx!ogN^uWY<~gS+KMxa#fgg!*M^>M(M#aA z`>pB81a2I?cK>wlhtsd~7pC{dZYhF0|Cz_|zmWsBr@MKFZ@vx{hqS+Y<(WB5q*P3A z9hUM<`zG~^$;?5T7B}A=ix;^*p75qRN8)m&(VdSELK(kh7Q1m!l~ZQUHf=H{L}u&r ze$s7amEYibV5jeZFy4X%yU7VnZqL)bQsP|D$oEmVcPFh^|GI0w&>ryWdcn?RWt;jJ zuOD*M7auR)GRn{P5n|9y8h&6or_<#}CF4iBigeTNt(5 zQ9v?%KP$xyW{wLqHs@P79+zrHxGGt=Kq`WiOeSJS2EhkaIv4Pvg{yE%55*8y_#_#3 z>Yh5>)wY6KLsmoU)oQGHpSX)NINaRYEtBsxsZzICNE$L3V>_kzxlhzuL0Qy1lKDJA zwN*#}gY4-&8|vY&?Y3%iH!q$L|H7}sO@^MCLbDFR+hY|d*$jVCpz!-DP6Szhq@gSo z3W7{Bm(`Yl;jHnp{HB_N1cY05ltCpNKc~`Ck&wR>&v%dULn?=aJl zvNEN*Y9*h(jA^8G3Wnv~iY6Dc(NZ=%Yb{D2o5;5g%D5?H6ztd(YY<(*&xqG`#Ubt^ zkfag~6D(6JMGRnGxf-XKUY23?VZ{y5%?pr;rS@}Utz_$LcV5P@oIp5U0iiOD>Yc*I z7JDp2e8O!k!F)QauZ*8Y5k>@ZtR?_WR^{9txwQ+c5c{(2GIPY^ad2qX`D3lKY=9<< z_@Rs&J5Rh`mNth?%6Oe5(Gq2{hqL~!;CrmY+QJ%uhga>XszLL-1JIaKOCCRH32W9E zL`k3}Qxl$ju{^$jR;Y4F#z!OH#VngCgqaPN>(I-Hr_{>u1Rt&VDh|ug+=d%Dsmf@} zhdpA(zRtgh&FnfZMBOwnKb9R>iS(B(@(;*=KNn)~cQ){MHh_Tkx!od%d%Z98o;j@6 z7w14O#Zbn~^5r>|v=+G~W{G9hM3rI~qr7QJ*_9RHbbn_9AMmWdvw_1uuYr!1<21i~ zk4ojW>6oUbZpxjln9o_6VVX#L2|J^?(1Zg0EqGM^3&zTaynJ|9MJWPRibtXK7&5R9=(>+xLCe z6*fiw@EU+Df7ZxrMZYmE3^lsP+4_b2o9%!n2dxtI7W!E05y&_D#Nvc}Blq2l);u80Yde-R(N5u0f@ zc}s=a`IQz4VA6ledge-8yQyEc6ire%Y;E)S8Yn=!xHbJKkAzN0lrrGeTfL>o-}cS( zN4H^x%}mBnpstAx<WWi~0<%>F;&uz?zu{xGO{io&g%vBLzivMBRx*sR^3;J<#T!@)0=x&yQsc#}G(9Ub zz?|kukOsOg#3EAAWO`wf%Ejmb_oc-4H#|Sf^Sg)&O%OoL64V$B zo}4zZnf__B7cHz?CHWE_mqXW0NSAqN{i#96ZcFO*n1a0S(hNx^0qC#G#AT zXwXuR;oGs`?l)bD9PB;qxbDTU)6ta}Fv^bQ3W{wi&Jev&}6 zHMF79rhy1MC;5=63h6WL8pzu0hEn-q&EF5|y$JHX&3xx0iBd<7EbhCT`^bBZg;1+Z zi}EU|5ncz>R(A~L*BZ+^543?t8ZnGB-kkRDL(8pS4+njX%Ki0V#)s|6OHu!Pho3cw z@crjaPB$98h+{KK)bg)MLb-vZhDHBLaJK(N45SuWMo!(WN2iEsv)`UPy?_*NESKB| z737N@z!ZIRD{zWiW&&FynddU0C)_#gpEQAF!l_W&nQu9W+7D|Ah8lfdFVGj4K{g>r zV3h4hWJUiyZM0YDoV6$}+lA{K#lJcXn$<8$22rn?FJXke6Z1*;wlCin5%w_AvUbs1 zc}7qlgi7Kh?0K454{r=b{T2Y(2$3)44I~lOV+YNm()ui9wJ^z#{^<1Oq~OO*Mbu-! z1CAM?{!X27g@u=Y1OmEkZhr&+e874mFv+@S4ABlj;vn8{Myp zsS2;=)}-Xh9<$9?8E!gnGwG{-RF%kRl{=>lyF58XxRd@U1ej)$@`dewrp#sTy!wuL zQ)i^8w-92pGjgx!ABBLX0Nc#J3ISEmkgg$T{5NT$X{FqrFa7UA0NLkywtk+&6Ush= zc)GZo(>aKU*2`)Xjd5d|A02`SbF*4$1AX*D*P4I40VUDx{^qn{j#b)EH?(aiMSg;w zT1${Lb^X9b*8?Ja26j_|fBdyf#6Z?Q_7|t^S?+I6n-tRsB0qojNeuHWHl09x-tp*F9dYBq#w~HJs3&h(n+`huAK`5O zA_lsycNP9vc^Chz5+!5|5|9VOrANOEkG2%u%`XyyY;S6;6W>Lces5+S0(7=w(W#W#%!RV_HQ#X0A`x?9_a)h~XD(mtUZPbs{L}aUAdOB|3brT-O zdW-v3ByE$BLWjpIT%@B$wuKWv(;qUpF`K)0-DgtYYoxpg8FpJ{Jn*zF7eYR}AowGn zwb?bY4P^u=SE8R_!hDB~mnhW$f$;svJLrhBRN%R+-()7*Nj8R#EmWoq@dL-qCV(Lm zf#+2414@;sH_WHw}COXKpCkvqe{#y5EHtGlqxbW5A03Efx=!fK!RomC#@ zHU07|K06Xdlc5`c#U|KjB8P6_EFq{Xt*W}r1Oo`GTAT(c-p0JylfyigvyXt86#ueg zLg&h44>DsQMBfgIe}IG|myk7cDjdPK>-&t7ZTdbXIyrOZ!GXHXctIQUgea`grGAZ% z6gD;xaI#ChRWGUwA6MiWcBTiQjd6Vna)2c(Me)v1~k zhUH8g2f|j{MB_8xzeyt{JqQop3`3s1_7Uk#S(g+)3 zs_8hzeo;(*&SF`75&>Rm#zVRp1j2eAh@S%{pDbZoLvJ0kjI} zO{?)UJ`l*YKfAh{K^0-aRq$*ljDRo(F6qW3sx9y5&R0JSw_MHa3ejd^SM8?7T!9y< z9oq_)ClLP*2DY~U)&hTPfzRJ(9TOxE=CHSY59U3p>JAos9(_J|b7N5Q@NM9%@8P@P zjk?3d@I%t)!}rnDQb+%*7Qj8B?3g9NBdga;FP&RiXji;8v8wy1uVpna*;nyesrPET zf$1Ld+-9XQL)f^AAhn|S*HJPRdJe}?`!y*ChgBk6Vg|bWi_e!8p2Qo+OVImx-YC|uMase zPmt9*z5EsFcBMGqP-sP#$F@9P<*Ptq6x`eHa5X_;7QPy840#y^Ud=bIk6 zEth|S4bHOVqksoZ@$i8d;_r{?8a1OF1!!t#sv6U>81(2iTC#JetW_~M93^= zNWRw`yWlF+UGKpVv(pQ{aHsOFz?F5Bt_BauhKc_WJ{o>&+IYv{k!n^;W6-dRzJ7*> zX2I|Mx{0F5BkgDvrEyPyw;d1Ju|~T2CoegA`km6*CzZiN{ssb$0VZ8jp=dY zHpS+T8bSynR8ahGn=$20rqG}I_Hz=#liM{$iNY6ccm(HjFSP~ooqoC(HW1Vr6Ks5z z@(UjH2&vWid0n>u!X&4;yW!T!B@74Q`HI(05A> zo}fE^Z*6!V>3|SzePvh8glt*Mp5dOq_MTi~wF1*>0!pEH3Tv?Avw=C>3?BS4`N1Tm z`DFPB$lWQ~C~&`O-qjy?hqmr5qNCC*?uaJd^{27Q3X57NNh#O2uFlG)yY0Vvb6v?lRm)boG2HI=Bmn6m{4CGx(-|8z) zDlj@HVe%W_43Z<5dBB%nH8%AEoW{#UDnPN*LWr%iJ0Y5sCnkn{P}<~K_CM}~s1+qm zi!#k#uW)sIbj)t!)8SLr@w^u>8zoE}q2 z@yQ@`iSwK1)u+z?=m}r_t0$aP8(+LDE%$lCE$w$t__r+h>rQC(4_P2JTpFupd%sWN zU+#oPCE7JiCP%WoT&3;@=KXmmwDvD|LVh1z`WFR^ffL5{zwyoI-?&Hl={0WB0c%2*Ml@e`f{|8qHzKYGHy?}YArVPF-0E3FD^m}~AgIL|f} z6a%wzBUZNL<)vjWy{uOK{(!+%`RxWke0;>-+wr^b+l|6(-1ejTVB@E#ebQoMooAm+ z_Q}t_0xy$pzs-cMI?ne*40oMN=h~setrEN$h24)T7;RXIh|6 z6II$wHK>+g^+ z@c|vuTOsQ?;hb`=7EzUVNr?x=FWc_d<_g2by7!gwzFSI<4nrzb`*d!=ct4{2bJ9HM zh0pD8lO;sGnYcrpIJ@$Y-~sbfFQ5UZot(FnT<52|wF?R}@G` z8`EuUmu+h_C2ogD-VoGzQYE$qK&&;pl^xhT{T?o3i7^kbkt}D2#lVsScgmS$H31DF*oY&R)E3NiSXv*GN08p1pAUKqSBGsn2B z9@m7X@en*)2V)(act-&2whNA^wzY!0#EYn>21d!mnWKUbyB1^*zsSY&@i&LypbD|?W{PFg0Jm6I%(S_`X+lq#-xki5 zxIiY}Eeu;BUZ$Mn>>!u|=Gj5aY9X=lJ46;qU4o#d(nA5oJF!MuwuO(w%kX1a;h3)&neWq_KX={!#BD! zM}#vld#Z7LA~EdTt5%|Z5I%1m%gbw;VToDPGAcLBMKwP1z1%glvyKlQj%4Hy)%0Yc z09eM5sXMwD6@NGNk=Gr0M5J!x0N#enwgpf#$uH8dIIZ1&hs}Jfo0gyG+n$)wEGplr zDE|Pbo)Z#+VfrUV+W%oe_-`t~-}gcPz3+qmB@*~2830s2_sVr;y&Xjqe#bPGHbKaJY2{JKl{!F}$;Al=)}eiPw+?a3PwK(h7R zOL594qa<2_q!xhoQtLo1@g~#ReURYEhKXi_;$GhrPmnQEJYB_$gSxWAfK}t`_JJ{+ zC-a!Wm3L|ID@DO>X@XpS-nE-#C+z!-htKvVYW)g{W6_L*z(q#B7$vi8^|z3xR9;3f z?nW-EFrn@XEDuA-MT=K!*Pr)qSHxQNu=ig*Up9YHJ!GA@aKRM;TBH<0Waf{3BY9P+ zd`lho^z|$X6A5nRWHM0$%e)8t0^iG5ZxECfE!lM*gr$F|G?et#VH};#Vm0-R1~0J9 zuEr|<$P|dk=NvCEJ!D%`{T7diDJFx+JZC|SiWWbBkYMgzoyh7S!%t=U_Z8YEJ9oS! zSBsgbkJLBct;L2Hy{E3K-QrG~a%Sv#-gQrNq&+I2J}dLWTNF3SG$?QP|c zG$_GB*{O5(ABv5R&b8r9&T$9+XaMDf zXm&5KoiU~>P+poGeXGT#4Cfd7(W z%{l40C;c7_WeiG=Ytu<;-%_gug_gZ%A1Cz{_}qZfSqP>$i*y$-U-B^udD~w5SWfMr zMQALrdbS*A_0#pT&->}CeDgDy`nCiS*K8z(&IU;S&SOtkCXJ819s$oynp>FS}vyC8NS56bZhCtNC zN=LUD?dOl<-X~bw=HUZ_yZ_t>0zKvE6K&!6hDvH<396$wKzsQ+ z0uC4ykhsdNF%}dZc!%amyM2@>ZD+Pjd263Um=b@IDa$=KXPW%*2oT$l!~9Nss@K0j4AJA5C$$%OTuvL^PGIf*;8om2&#(S+D#U zeKtpl-hwNk|ELWQ{8<~OTey8&lb>8daRA4ypFRUz6nT*q`=8SW# zbN6sitNaUcCll!@ssT(YOFw4IzZmCm%Sm%_SI+v0=61;2ab4FG(n4)r=ZNZI^IEBu z0xh7e=)ON;`dRydMaj4_>NUT2nC-Gh{cO9d{nlx4SP0SI1j!Oo%%8gPdY!a9R^~P( zksD;ox44)x$l2ml@l9Mzz9_YagPH4-LivZJDLQC+Rnf2E-?ib}-JN3lxxX-aT*6Gb zoKqZk-MI`nADz{PE0`h;*S7eEk6jL&{V%vyE;=L~UoGlqOd?Nk2yYv^%i9$AD{Jmc zFfZ-!?!PAkgpEUX6(T}zVjZB4Zq z?h1K0B@+PsK;+mehM?~GG2UD25N;A392;#o<>z|(S!pRatSy@%j=fb(&m@1cc!~XC zAJG9j!ZHggD1N?y29rMVS0VGO7jJQZ7v(h__^e9>>feHzMzTYJsTDV5i!R=pVe|;s zm;Mw9CyQXc85Sw1=xu3bJSBd>3LIStrGiI6CKcwid5l}H*%Ph7eUTVbbB;+@&K5+= zO*lE5ngh(nWJ+9|$#UpW!{)Wr8WcJ}w2W?5bHRmsmm)2QdfvM}ylj{UuVHP}5l%tS zj;ff?td>2wv3R6z`EKm~9+Do3qNql+|#XFHM-n@g30t5)dR|+?6Du%$t#4z#KI{8l4+bsHD0${$A+6*i4j}uTW#N?7Z z&=MAp>CwtT0E&79rUm4X-Ij-JV3t4)&WZS*a=3mV&S_3`WEELI3ohA=XbjZ*)?($2 zkXz6Z)09uH#AX--!#h`W`pgtBhDdQc={7psq#?QFCQUMT6|j3L_rZKB2j;vjYX0l1 z(O-^WEdDkX3DJ)a8F}EgcR)!MhiHbw)KqL*H2~Q!2hbPb>v7gQO9j|A zO0N-tm~(JtMOV27*>J}t^q4Rr1^qz(aOpNh=-ZM4qDr#O0axibSKF{A6t%nYeY=&|I5vHCWc_l*+uDjkFu2-3*@Z zsq|x3QTYs_&~4nKlS&?Eq|2`bvWQ=F&sA^dxS9`FpAMjBmk)Zxe1gsUxslm3oQ9)y zecln(*jLa*VOQ&--k%@B@E?!_e^&1wD;d(!y1|3R5OsQl&_{%i<>m*0!&W zac9YZ**X`dX23HIkMVb^hRtTR(R>K{nOsn+a!YfOay@~ZX|(~tWM)UlLT0?cE!UXyq8vBx@Nl&>&Tr$-#vXN1kdhBap$-W2NQwPnjo80=NUD9K~VnA zfX0z0Iyoc%!**^6(6y-{^ByrrYtXpp-9`ayb_D3h+?lD)@KGRL+bXWuA$4co`y(!NTVJ`t#QoZT8%Czcd zcyIFQg3!ffy|%ZzF$1($@z0t0sjO4)Jqsw2xxQQ6X#J&(oERp^Gsmd^+Vzg{ zLnVP>)OV#8PXEkMa!C_g9r2b;q_7YXUMTZGXyR3|3Ws+hcG0Ci-tdU-7j%b`RqY@odVCtH8kOT9i$x%HJ5(S0SWqsUnSZ zhltXkh*Aou%)!t4uGr_CU2CoD?0v5NdHoIVAKs7ae%_D!x4k~<(vR&>a0_B}^ex@{ zqyYRr*68NljCE^oSC%i1mVf+0FgKJg?{ zPyibic*-S2lo=wqDwti2liFX^4qd$G@Gqd?*fk0p-1s^ZuU;dO`q|I|a=9#?JuGyZ zEp4VL7&?;YwJ#c5#-b%~`}`lEu+NCPuvZY;gsTo%u25W97myD0GO+H>p_i8FyRw*p zm)~YGHEIF>WrO%nWnkiJHhJQFJm_D>3)=5JY%k+|XO)pxv0(etyE13hVk7$1qO69l zF1^(+vbf%UKb@wc73*&X3YJ^K1K6U(VXvd>Fsk&UYK!3C^EiqhkJtF)%MDB9?xi%r z0reN~NGiP6;=1lZ#^$6K>ng+8ducOTMYr2iHZ~kNrd!O4kmue)XU@KANy?4!%eE5M zpwKHN|MZ%p-LaZ`L#Us(ax>Nl-Vpez6_$Q1KQfP|gi5q<-^(fm(Za$VJ&axv8*KtK z`cL7%WAqyOVN{DYpaIh(k_eEC5;F{O{R}3=31o@&a+r<4fg@ho(`b<>y1y_Jg;Kx6 z=&b^nqTnXdxfUrtO1r(#!A(uZ%J8Vu2bT+~Kd=572LwQeU|zH-k!O@@2KE}-)VNgC zxliv~X(aEECVz7n)4D8VUCof#=zx&b(?=h-Eo_r33flx~akKKAsNMI*VkDejlxc6_ z#k}mwR94rdHHHk0xJ;;9V_0!WoAj${kxIFvNrA&7@eNHfEY?Xw!g~%vHK&bpq4V@G z@%D~~I>8U#D4F}{hPKhZj9|86&}8R9if~72Z&<*?L+f`LZ-eAOs%pcgbPbikWw21_ zi-*~xCKso4Fl?Hvws#DZQQG8M{Z7C79!ZAI$)ac_|zrWh@-fK zW>OWT>aG8*6>bVMu38Lx#E=@ag@`3ZIXS7?&-hw1s7@+t&~xkVaEJ8gTF@ZXO}T&~ zCo%)sF&a?m;s$!rT?<9qBr`_{ZXG~Wf}*ZUNQT2-Z#z<13-f$dEKn zxlDtY7E(z_LxT7M@cC)dnz!<`C^(&GS}(CFHQXdaS@znr#{En&gDDgH8C9`sbZ5Kw zfop6=SlVF2WJRuQaaU=#B@gs44FMcz` zXS4qRTE0NMs1y?jQ0e(0S&*5|0u%FEl7mN?Ng6>x#|z+mK_M9qNQl(1Q$`6lL}PvngHV-MBThmk6fyg(hIze@#w9}@k2Nc8VH zBsyE;;(YIWH7!slwI(coc^aC?zT7rT!rdZyKj*4cFrlJu-M*NG-&x&A9>Jay$O{Pv z%>A;036EusoCNB$DF^}UuSg+d18>FK;++?n{5{m7=@EKcQi6?%FzEgGbiaQ6uH02k zcAydk@V)fj&eLN5z8jx#3r1KOc}HR+98lkZB%-ni(IRT7H{7N|&UboC$UlZ1j=n4S zp=JUn?9=5xp!hfnGY0+067fQYPyJ$uc}yO_4WMz(X|@(*>Q}h|OcwY0lpG ziq-k(hfnPi>?(5}L_N|KvvC3wzX_Xq=q5U9Ny^#-Z?`-MfuFO|C~CB)uqcJx08#6j zsw+|kQU@Az#@#5KF2nUv2Qqna&Q&tV&XcCOCC`vsRF*4!roj5_T6}Ch5a$pUzZD#_ zZ|2RW0{W&ronaEEe=Cn}0N1>kRO-I``Qe7NnV7gCQ_YhE&~9HiLL4~uGZTN!T zM=Gw^+87KslgD|8$P^ULa+}B?t)E2|%%&>!v?&n}kfuKXQA4V-U*o$DlNA#+08J1z z`G^U9ZToTo;8ChJnNVwu?gI2hj=@p73kj@5 zHhcgGIDO##u$F#fN(t!b3+pM3i zwe-P3SVOJm-n1{-uW~kK73~`I!^bMK8Y;J@b)UK3&lkb*Rxvq0*8jr@?_4$-hcV7o zuoOUu`MDj~u#QpG6FTN5^ut*uJTv|bvFu~~ z(Ke)0=b1C|pNR{CRs+Av6^Xy3+wQf%;?ezJV>^@uhX72%Xy4V-{Fdi>pbb`TD;s)# z_ts5!(d$2(6=3M?Ne26Ma^Ai^TI=MQKa4srFqviB4f;}BGjBPu6J^QbbrmKg(EUofOG`YiW}9?9 z*@tEN8|rR9*PolBh^w0-vw*jh@_{1^vyS)s1xH%p z?SnU)jS{S#w%_Nm91TRyNf$jRjh^|>^Y$^$U9F#KTozWk%w9R81Wsu-qJ|O8Le^@Dfn26(&8DVepF{ z{$@>I44}|U62`mBAte?KLaV-hau=3Pv!iu5?#|Q%OuX5Khz}8WN&3fSA%sm zqLjA)jJD9|_$}6grtrXAY*%A+@gd4?i;)6vr=^HPnjyr({UvxzRY2Zwt~rRUgH{$a z7Qq85mxw0wh^<~{3(b}%Acb6E0fCP$I6{YlT87h z#tSY2v-@1hdc?K4#drE5q`f&zGfen=qKuE#9`wn4fF;EFnD@?x@tLaFHHj^gK-6!? z5Cg!8u`WR-fo5$QAQQOUA@~U{v}i6NeLZ;%l4w_|s2j`E;4Sk8$7i>7j79F2cAvVx0hMzwU}hU4$w2c zYGP7s2&0pBg)~H(5~<#sO_bQ)i+|t`ZxoAo&6RYZp6E*sScaM$a?2@vH*-AJW6Wc! zEme-7NkH|{u{p%UQHuUhnHj@OPe<+x81N-=N&!xh_$1j)A_Hfq{P`NX0K#Fs$Kl>) z-qM?eQcdc~@GxwW^+sSbRa5MURbySStKN!ss?3!$x{uoJgpANP$upZPvP;MT9=#Tu zF3M6^WwCYzd8i6;pMpt~pyafz;f%u7z;&FoOEwY> z(dJEQifTDdGnr0ra`Vje>ZJ-u7z?zJ>3h!E9>>|G>dGI60{&hd_`6&1^lv2icOrp& z%^xHfms-F3)?9K!oKweO!vHurv)pE@don9`>&w|<3VuO)Dp{b&+aSO7%lZ6YNRX^} z`954{W8gEP&rHMdu8zhoe5dnmoPeo zqVCvGqVA99T}`laqvUW%oW4zdYbJ%}SX6KC%|-mOit;th`+=HVVU{cQT(s5k9;n0F z8_qpScup}F$<0}#^y$=XA3nQ*jAhaozpP11F*naQmOq8*<*NE0iV0DqZL7ra3>1D9 z7U`S$M$#-@$ye>EyGQfcdQ(m<3hfrmz1m(k+cK4gOUnCs=X7}!Vep$b*uYy89A4Q` zoOQ^Fc=HtR39XWVJd0lrNTg|q?o*w|Vo3z^21ur*kad$$QWQzY+Tw4kkm?XIxhKEB zFRBiCH@X7yxf;_Wsw#Bqy_v$duDA^mFGmtjtog*d!+>Td&fOp8p8se?0*pU@U^9kW zJ~xLAC|pj0r)yF3FnXn%!~D^t!FE0R;`mf)CpE7`cc!mz+mK!|x5R;BWfD6>Di#+2 zpP5d`yrfjd+n3epK7w(vbvdf8=qNW`PF~=(s`doNrF5s z@_DmTrp5KI-u^Vdtb{@fJ2x37R14r#4Nvle_HM~C$VCM{3{`vSa&d_fiV%-ae&jvW zmph1jwmjheF=&TNzR$4cnP)Z`;-jITTgNYHBUer%z8grGzGY!js-2a#b}9tDcsN)` z-p=QS8|E{y8$(FiX~Y)&Fs>z)cw+eYiQUCpIM2B7^VEJuA+ZJ1@E16b_mQs4(b8~S zz_@>*PrfYhXy9b;^e&UYgatHbIRJlM(zU*Hi|KBHHn+8CcHxF;GpdVz4-C)M7e&~-^&D&8}B!sTLK=c=@I9t zkjP3FHwc@KNVYdOUQ7E$Dvme1Rm2%x`?l|VXoUje(^g^R<9ZT-@EJ9@KV3#6f>NL0 zn@%#FdoFpJXh&Q^ol0gfRq-o9C(mj%;l6hUu}+^fFr%^bX-R|FRDjSkqHHbWc3U35 za@BuU5d~am2}z6pQ4#TAV);e>Nkt@79nC4~dSt+`@tIdM@6N_BMun@%-NRK-Z|3{b z9oQbbJLir-x7u*+VCg;Z$mrldtB9cAdJNJQ1In$wY!UFQQ$40nrsDd7_6YhQB0Szj zpX+Mf5L1ws{(Q_y(Csf3(ON@mv0d?T+l2`$-uy?G&gxE(NX3%ChadPqP2{0~k8dF_ z+S`sd$6yJLM|4A7A@}Q2T#*?U@tSuRPVZHc49ZaD9agklB{F;!!{UeZ0dILcwG3W5 zQW{9K+HE_r%Tn42@zTDM581iIY23k}f;7x;xI~P!C&;o-n_MlE^|Pt*{hF@yx#V)a z7FqT=T2F46=D(jH1im(Ueu9-!1*5-SZf>qNEyeGS$cC4Fac#{#uPSnVyR(C53mT}b zR75I%_70hsO0cXz7Cu^hy|Py+0{if#em=}+Sx`^CUH(2h*VdGLV>2T?R@N41^gIWl zc*wqK421XF8Dr4pO+FnPYEQ8=-3TTEWGJiwJ;7zNIi+{tYe@7a6tB*|)C^(nrBiW` z)!b6M7JlzbhC6yj`l!id;hO&bjBq(db61^N{0-ClZPU|cGnPt;Tm*(yf>+r;LaJY} zpeLfih^^buoRU~`69kYsv#?2*=RD>A>;T@{#6F=j>Oe-DmWZ-=D_k6!K_b-d+J!RN z$#-pph@s(T#5Pfr&B#0+b2aqx$X#;A!R1{h?wE;ax{& z2e$fE#&nz!hC$6bn1KEoiZBq}>APLUe~gqr)E*_=lzg6;InE9u3; znRADjZ)O;ZoT=VokRFPO`5LL$i;bpASM%Ei$vVVP@0zj|EBD~E2H-Tq^9UaJRfibE z+W>#F81jK!X4P9E_#{E=>M9D&79Jfo<_2m1YtTgWt4Yiw2HH0)H8qq!g+IgB5_O(;g)XR*(Jw7d*i#trLwXvSn5Mb ze&rl>u_$1qcOnWt*JD`OpMAOz$;0RpCJobd>Vix?xau(OCplOm|w&ip2t2o=I(1P1WeKGyR`Cb}D>N(=$5xK)+_2v{(Rb+Mvih;`gHuk;OrE(LXPueiN|f!n2p zcI;70k1uLcbEbFZFjq>oJgb3+{8Rd8Yed+Q|7M&jaHEEjr{#T;o)4A#`(tC6jEYK1 zoarI^S@KSonwkzemiszOzYFuSVN&W~P%OT-viUSXpR2TnDN&(Ko}QM*8DyUl1_pDe z>595_-zX6q%VGR2h0Rt?NF`HDmmX5`bm@G@E-X=nx@B;+T=R*ms>E6IMQ&W~13~B6 z5-wnLY+71xkKx>}+ue4Tjjm55Sf@Oz@LHy0Bn6U*cToBzPeyghb1Czejoy0E9+ydo zOJN~1-lmiEIzmrwCR)xDRTaM#OG~dz0|VaAyd*!Jkaf^@qARnXz#%F*7c6&9Z1~3G zj3>NS3YdO<`ca*4hYF$>SVwULwnUX2C?@^-5Ng9TlOUrPX|8Ik!(H8sW7y0lYv0jR z?S=jjg@qb=#ba20pmWK{OdM;r#n>y;at%oe%!u;_Xbcpp+4duc<*dlRFg2^Yq3t0g zY~RGIyKxsMnPSRJmM!J&x}1m_()Ehk7gEWB*Jy?b>n`{`!MviyKgbrxoaW*TiCJhxf}a7N}1ipOS4)`D}2%U!LWYL|>{Aqmo6Q?3RG0 zUYN77&&|xZ9WieQ-Qax5Ee*?mq6bmT=YP<{(ZnBmh$&>OeQ-q&gp+XKji$fo;b!1p z^Z=<`|GXVv+@YM(_k9D538hG@%J+D-UQ+d~O-4rGJl#R6MgQi_)DbP)#3m0qC#pYv zWe>>6%F1WCn|scogik_`{C4j9xGiod-!62V-~44WYP213Gj#K2`9EolFpaNg9scSo z@2ytOCOu@QzxHuW3tqp78PE=2bW*`*!~ZHQ3$~BzH%tZu|E{6hV*V)M46C|+{~i_t z<)64JEQ4uwk5@Vu*j)in_h+(#Mi_Y5*=hYoPsN0Oq})OCeQ*cOSF$^mOY_z<+RK5{ z()nUW{-TFd&v&j-``P1H^f12@-#Q>eCGGnN`&-nj3VR1L)o$)|jWN~&DnVaycC~9< zJNkznn6BtyBlm@uDQEWUu5Ci&!m)q7G@5>Vc~YtO@{`HL#eC=G>GPDA`_6hlm){jV zcuo83%NpJLr>7IzkMCRf$hwrYmDLYbR~J8xkrZ5&GW?;>qM*ROZnSlz@x(f^ZuaRh zVm;CmqIIGkU=C1dDNqrbR_)5WK)bf$sxQxTh)mq!l;a4zBjD3iOC|8wq;6s z{)dviO2|u$O2e$MIX55jiXy_*>{ZQFppmd9t%PvZSraxdAI*U+i&EH(sV4^9CAb=O37 z@P-Z*7_~f~P$04E0~h!gL~LAH6s#1a%n6?BgP!Hcf2jz=z@m+hH5QK9v6;H5q*ovj zN!5=qu?5psMv6xYNO@QwTeMP*wJ9HB)!5FQr7nDBVEL zY%|4nLp$6fP8|@OkK)q9xqnY>4)TlYrmW`wZpy6UuS|&V_l=xyb8@q%g z2faG-Br^$QKNmee3clPMPGrZ8kI_*Lz&hasO?*&y?B%DG`Q^P;X3mgJBwE4&a2I4U za47E3o?8Uz{es50=h)9X%78d7xSgu zBss%ScU90RlAnG;ShLmBHd|aj= z-JH1yic7&o>u(yV46|*u#XLOcpmQ+rl9mJ>0yk!)=mOH1?6`D&(aw&!HGs#O8M!zb zPHS4vJ2Rm_a@2-gWVj+CWCn7~j%6*+@;!PJuQlbb7^Qz)Lc9dF!yu+fD2Cg1?NVvb zkWPB|za2LqxOyjq*#r@nmzVhew?~dAAS7qec>eTFBsq}Za_D(+Zwxh;W`RaSNq+)^ zgxktcL+M}&hiW_vsu4Gw0mW2X4mXyK&xrb@Yqg#}9pN^{4YRUK} zKq1+@uDv%}u5aEzHzB8L#qgv;`5arz*KUpW%TG0#3}54VCu!PIzc5x{cA*yB-c49L z;d=YPE$_4OByqzaNO-c_`0WD`S-kIldeF+(j2VfqpJajvo;fYt__2Tcxo_+?A#C8f zqPsnTgU&Sq$Au*$dXrb@M&=G=B=a_Q7xx?&jBkO<@Ay?pZ@vrrymvdt>Gv0ie)uW? zv`Vn*L0c62g=fJaVlU5;Bg_Yox*GfSyx)qDgyV;ShsT@|(>>z&MVeGH^0@hXy@W_x_Gbn&m}NOK9UEX7V%+HCanIVABK+aXML*NhX{ zdnjzO?%!vmH&rXjVGFt6aRyFflVMynH<0|q?EPU zwhbl1++pWRKwib;@SYZa`n0@oJd(|(27oGmc+Wh0F8#4Uy0=!%p|G8Er-P~7 zsOoV^e{H5QQ{ZmW&^U5iNt-BcE;=cBem`-!|7s6NLL8NsR80u2ZonN4Ry?6i>vXK~ zDJF+BKTt3$d7yuNcsrKp89#M>vgaJL%eCOFqPv!68kOB7fcUki71n(BP>Fe@bmqE& zNZSemOMdRB7Zk=B);H!m=U=n=8XLb2<^Pr46Dq#^wfio5hvkU_A$^*)iI`@+mFF{_ z)mV$-*lZ`~^xIFpt{rT#4qCkYk(-e@waiSIR7GhUb~AM0?%XJa=z;}5otkGe{U3)B z0AD@b^ze_vNY-P7#;#%Q-#U!W)?#_<&ejueADnHZstccQW}4hT-^#t(HQO%mJ2>BY z8Y6tMi_5uxu~%79ck!vV_2A<3^Falp4~_45?h&+IjgEh5m5uso)l82I(hURHlp0#D zmg#?!a2yJHK(PI4_TZ~Wd*`=~YaAxJBrG<;M$pXV}l>cx)QDab{8jLWx5rwg0eno zj8QPy+YIXA0y8D~_YORr@b|RUp?8GVJkI>&*LF8G1GEvWDsK(1k__?*%;M? z-bXvu2sTIG(!4pRIvqP!P^HU6A|@2wR8sZxz4>a)3wJlKjN8&9U6})LD+mPnRzQ

A#-Oe7poJ+xM2aWmYq$}FrP=D?<{pr;3*#+*Pu` zbCq=kKZqssy`hgCD`E!q&=0e$q$c)O8)VUqiB>$;XC@k3%kU>hzl7~|mX~(t;QRz* z%-45#jY>FZu-~#agEI`|YdVIMRXv=HbUQJ>m-||WT}2+<9$ljfI_u@2YKT?WUZ;6{ z)(6#Xh&LHsr|UfH7fo(Rbk^QrdUrM;HQtcyH@d<0^K4LwsxdW2dlSrjKBS@Bn4UAb z36VV?)=zHCtkB-#w>W=mswU!cG$T|3)9ICB($c4;scL(!)+uxjGKKD^8)doRl|b9# z%G|x<2M#BkHqk4d!O`2z9QKAXB z0pCqvNA337K~N=mWSsNRbn(+FZMD0Hb1~c`&g!8Kvpt^aMEZt z{aoaNSu=(wvv;=6HE%kK9Xc4^)xM`^`Jm3I)rRDm9sT`@wY8b3r}odfsYa#S@s<*=w+Gns zzaWim`LaqJxZ!4T!8}FEJjomoK|bVdZP}cx8r29FCM)tg9QMgc4)@nUYAfzw-u5@l z{k)bL*EZbjLGDV#0%Kp6L~OwNzlMI7|I%o+x=jPWmwO_xU&+*NrHhJqPWRCL{fMSC z-Y<>&@irq$`|EbcSGVX@rl0L%pL}xs>u{UC>V?mQY!+m@mFArXzqH>C{A%ZmbrMwD z>-gZR824bju|Xa+H0>9jkWtcvb4`2aQZygf|GwE>@AuB}#!=_%6tc!V&JhRJsjf%f zk^WXqf|&G$F|W41>=!m{@2J7dtxcA#Z!!1_7TfXehKb(?LHM5^Z@tE!4eDJUJ;wjq z)q8!hFmd_46aV{L%IjY{diaZXuWwUyy=HxUU*TT9&(E1iTX->yZO2iu4>&aM4)LYU zZKh)Yx#@A*O05Z^JZ&gB<$sy5%}W@4qG3Gawwt%5Ga=;FAf+WU4C7hjoy!nqg;_Gj zdXapOV4I?&bf7gZO6l04WK@Av4sO%1M+q zqd4kOx|zqCF>$&1ct3|dJc|8LqYN!CyMer^5}$jl@!Lqw@|ee>hpV=YhRVrWUYX5q z(|{sVoj}U)8dSbp0xmoR{62kWG{>#tM2;FJ;^YxIN6Ur^M}K#q&ym8)XL0v?nPo`b zR`O1oCb4*Ss*qA*3UyR4_oU66jm~xC8#Dw3-@X%VO4Ds5kDcRc-7#)g=4Uodx?BW) zlYpZ#wI}Q$ejbM6FyE_DGv$V8fPGTS8Q>|8*AG)?*E9{QVlz}DlX|nEQKoLC!=2hD z`OjP$r2TN{lKl9aRE2PC4T+wDvi8?G9r~p-idob#emX7cgvFUNy_T5CqDSjNn&~Zn zKGg<=n8Sp`Clv|`OwQvoni8bZ$X2j~D_0;kRccX=*+FTJ7z?Gbj@YEt zq)4Paq4VITdPLhLN#-n%bsWoNpBGq;boor`@55{Emy|NH;d( z30LD(?rF8mcS!2PnQHGLPmO^ZeAyvOz+X)~G!BZd9TK(Al>4^0EHyw=9(lE;rpqq` zF!pH|Q^tyGOtVeOBAMB$S!t*vMAK=eS(-X1Ld7clvD%yL>UNn&KB}EwCb=iTq83Dt zMuCWD6j6q-oUOrooNR9%3kghx0uydrYO47LpqK@flbTCeM@9D?7ZytKJcNs;W^-Z)McDGp4OHnQ0z;bnO2Da^c7GO$!C zzf`89RBpLc;i6QD38x~1Lzv^#0&yDoIL!{6_A*ZQ0;kVZW*}2$XkKORIU1-PQ4#ZOL);wZpI9!scDTdlzt9*S-ef8sl}_qEmkWx}6C~s1HV`<(uYG)b&U7wR36Zg>O>p#1*IB zXfjsJVWt&C2 zdsi8TUDU3?I*GH7HQ%(Ufe?I{(MLSBB-n<$@#+?mdWIrjP>OzI*aLFfRAltcb3EG} zjU9i>if5sCN=7&+%iav8Ps_z;Xul;zzNp>w(FZ+wf*bO;YS{dl45nK~*Yj?7C75;? z=$aDg=jWJ>RlF*h=x)a3Ks8sT1f+Fo^7Ww>&6zwD-=-Q6w>WP_K|8*wpu?4#f?sbe zBRtxgXjC+K(KQj>iaW|+(3i&WYd+zS_ZR8?g0_{Y^-zKRHUgXN}n?}07o1#I;AbuyqQm_R_}5<$Lo6Og!5P-=3u%tTh&w$2iR6~ogI zUBOlePQ+;Oa9r~8emdtpfgUreWIpEpol7Kxm+xi#5{@LFlOjnay+|vZC=;FOA1%mw zJ^!skGu@rTbjbwW;fkm&T-~QiJ8Q-it96EA^^DEAq=xL_fecY{AM$(NFXHRHEx^`X zW72xZ6F7-}_G_fuA*c~pSoPi%mGr=T;@$iia(G3X3rg>OH7NHax}i*b7}c?t8*qQ1 zmMDi=2c4d8`>W}B=eHfx49?BmmB4h990BbuN>G`qUD?p2I-*RhEXjpOtX4|T^6nMl zoCMd}+!!DK3vo8g4_wNG(|sxbg>dlyKpfXA#EGMH`A#Hei>hk0?LiMwgnVWcyJ0+= z562rStYM$?%-{SGe^=R;Q_m-9${E94Y9n!6;5mbr* zaCU)4c9=I39%BF5+BjbNRRV0$voO~s{c4H7&+rK)7BN*>#b1u9*t(7UAdAh z$f=KyTRjdkQs;)*i&f8mHgpC>(sfx(3{i1Z|sbB*`wngRv4HSi3)!xbh{EVpo^ zmQ!KdF@^9})zIz>+lN`nh$-`)nGt5%fSV%(I8CtLCh{(_p4*rZ6WI%=haQ}2${7&O zMa$YZp^}FfVlO2?FOOc9b4{8YXf9~Y0eGqcq3nZ8HHQ)4xKSs1Z!tUreIQVou3Ve) z5T{p_1HA`Xm|UM9uaV#FVha~?-f=?HE5GUkuy&cTJQlynptB3?_OkYCQ|5XZ(2I})ON!|!K4Wq0|AgT$a1)?j;x*cs8m%wd; z0moV2hFD-#f2d;fy)2QcnsOz~chVsx!3#dr%Nwzw45{mt zjN{>Yh*LQyPkI3!{Tq%bB`^rm7IX*&zHg#8c2E~Yf~?7PQQ*Wb^0YulWpQV#nhm*m z34`~u$u8pXjx*qVq}Ayz(8-riwAqopM28bUr;1uLv&~BD!niUH8N?o{ZEGMU$U#C& zQAV-453sRrmGKD*rcSNRk z?oeb(50m~9O@vSEmIUuPN%nPrW#RLbq9NS~4clk*>A{(ag3u`T9J#6ElnjO(Pe%5G zZ5gdTc9ZZ}so6|RVl%Q9r3J3=&^Y7$Lyu4sy~L|6&HxKq2JFuq(a%N-QXtRKMfrW0 zL5geiIUH;69YH0TTaChqq2ykZCq8VC!=z>XXm#mTHId46Rsq@AAYfE4@|0XScA+$R zwAt~^vRYLjZwe(-io~L_ECsX$RT~nGJ&zdnx-*9<5{byN6;nmu ztBWjJi_BsBq*HNHv;nsfPA{CwvAL-c%HL5UxLhK9QSu+99e(@2A?JT>r1LlA{BITM z{C^8M!)wT&=ng#Fp=D3+EC->aX8)EI#h1Da%dR_!-~&zc>t9wO*Vs)Cg%AA+j#fp>$=EL9!?aL;5 zg~5Qr06kYnLO?v2xJ88LA!KOe={c^4{%DR{lw3?JpWKCdMQk_7mX9rk-vuZxpBnK* zlQOF9MBd;%f?!B?m8`I&bB(qyQb4&V1+RHp#F{SZ2fDD%7bfR`0XS^MtK(i0IJ7kR zJBO;N&iwM-d7a~+A0ubUM*I24Yw=ZwFw%ycOAXVW7HYi&iauL1p_%@d!&~xSrB}^2 zbDq~fychAJm*U7D+ciS)z@IS8nqq_;kp&gA^Gv%z6{4oJlIAY1$G!RlW;(>IneKnw zyXIGf8A{?gl9yR?$fq&R++W+$taZg{dP?yK5t1jl4rZI6li0|+! zLY5I(L==?Lvc!yjG7pNN!%u|={qb3B9zeejs$;bEk#anqLcD1W^pr-fPo59eC&L1g zX*$J+pma#V*ELQOPhwxrRo=*HHyp8O8SA3%)#q*G5u}!9^u+4dfUG9FQ!UauT3 zO7znF!QE}B6Vv$&dnBlq@xf;xUhKWbH$h9UlF0N~(b7~$Ek*=JJIjk9YV(Bm7c;}% zhV6% zaxiFnho+CC37OyLbk5{AEN{z@_&N6cKN{(bH)gkvZV3mSkJwN(K^^ElE0cm2qs*{6gCozsb~Cvp?**n+Qf zdQ<7>dL!&|C|xZ$E}N9Wy>;1yH~MmAVFt)Q=pz)zEubH!A4oHiTBfRu$xGB;Zrs(5 z&hmPf{k))=ov#XFeh1B9$0U(Mlyq06??u8tqYvNrntE@EB?Z|pGVb}hjent!(<2nK z5AY4&1eG+|Y|{S&eSRaW%&mtXpx;Y8Van30|2OGQ97~3qUJ2Lb^LUG!EA*jgu?2V3^6SuO&g`n35ixp6z4A(V-Y?)}5im01!=-TZu^gw# z75We}nYtcK{z0GZorBw3&RSosV45_2xI4CkCIQV}lVwehv47Bq=HgAl$*Mhu!r>lM z*ZJ;?w0e;2=cM%IX*McR2ggCQ^Ifg00}au>Cst$E3>h3B=CT$uCZGW-lcg3`pT0@e zC~3UBVOanw~7o)X(%jpjM5D9nSAfGl=&I`yIPJ;>YevY zk^;#tavSC5$?+-Mtvnr9kq!mki;nHT8tLFK&n8}9{+PgD{>0-!Xns1nP~v$v8Dsuz zG4)MnJ6=h;Z3if;VHj9Ugk9C1G6Hh9SlOvp8JztGeu7$zrVLduo8gq(2;OV5M7glC z2=H}s+Wm|O9uM^Z82r(k(PJNsVxJz(BA{|p!9z?#TV07iiX%N-SFbsY-ceOtgGSq4 z#TgLX%cZu@15z?YYMybC!9)czov#h>d;!tpfiTx;tN}>tCKO1m!jB?iS?M>EzjCj6 z$p@_)dkg^vjSMYI)t#U+ml5*meR4+YQK&H0c`8XajG=7$!l;qk6GYw1HoY^*%44+eA4!5QdS5yql7<*LYO zjt!Wk8)FJiLTZ7r4=dtAvGG@Vk*i14aZ3`1vf++0owOnUr!%l@rFF%u4R#&~?BjTA zjA0^4a46$B8bT$dC4^1cBBs!+hH(mqv`*N;=*p%9}Rz0otafG@&uaLdEYE>Wfo-87rr$dT^Po0y}uAcE_z`<0-$5?oXoJQ9>WR8p5@JYim2rmDom>59ea zpG#2zt;u9WNCu?kZ3lQlzd~nZIiduf5gQ+vXa8?H|%`9oRe!wLNV2P2(wJDG9^^Kz%aa+myaw~li6Bs4#Fkxk>JPlIXgW&ASpHD_pPM%fxFtIpwObsXXGaP6$|D4BXIF zhSbbVza-yy*S#ZrLh#FoTWJS&o6QW}a*K2+T+8p`4wl7=rzAEFz;63P+w0(R|Lz9& z%NaQ%k-1a3jJIv-;jTHI1|K90zhT8+eL+9q``DA@Jr8?bG+Y<(UH09l<(^k$mx*3- znAz>diiQk#Dz$we`6;=Q+!lOHzFeS4oy5Dlio1-bJcwxrvaZnd`mHS_a8Mp`iTz<~8~;u@>jo|>`}f*PCK+4(Q_d2w zp?FQQK3_3ma1TGYNbT&6#B_aPUPA0p!EKcxm&7=Onh!r8mLh7m>O7h9hB<@g<&3fg zA*ZSvt<;`_U&g-0mbovpwfs<6+5(6l5N^$`YJ{QdEppxCxDxVp(H!HZGXU>o7 zX}2Ps3@Y?Q*7bAK_0w8vDs^V0^e?OWxBx`lbIwu^Ur2T?TO+r$ZCIZxG@Pv@X~?`^(SuLi#0f(ZFARuFODt ztQ=2+U|!{e-0Ca{aH;OJc(^TdAXng;G^a_?s%P$CgCrbT74MFYe4$Oxe^&!?wLNy(2spf2`v`-fiidhv%bqT!6(0eTcWX1Q);_?$!0`ruM*rYUS8E?P zaa?~!|J(;B14rGYNnB$&Ys53GCH(4QR?50!N>$|C^e#6TNDON2THKo3iZD3lhH6`< zdB%P+1SiMMA7gUkV~@fl_nF^s{^jr`Z)EMdstdzgmdgG(e0d~?zKt0LeDC=)_OTRX zPUEMM!_TuLgZb?->s+JVl@*KA^E(Io~zjDRbArm1<>rwRQ8d?33%g-uT`5*C$&O zTBZQ6nR1iZ8n!eWb>Fnxa^3wU?G>kLg$>;mJ(vRLtrdMQy9D8c@qeQdwI-f<8#LD1 z8RSo%gt@CN{q|)RW!$>HGFMdJoX-QAq>n@npSr&Ow{A0mrOXUPza@VGzU}e62U>FQUPdUzlsvj=~W%1ql@K(5Dd@*tgzE$H{m_qro=TMG(BbP zK(NY&z`pmenAPaiQyN9pfMnZ3Uh_xa=muhPxL<%E{VfP$8#_}_^v76*xBHkk6RMhr z7w%`rkQH32u98yfRafb-rYq1j&F0PQW#tAd@K?tgP01r@!(mHtUQng$z$i5wDuz<` z8vul#jyi5NKkpNPs=#VzSyD}2RMY}OfR-2ALXD=3&Vb@R=Ul)OV>JQY!hyZ$unuKz zyBH(3pXc}IwG?_{1!#hm)atpd1h}2qbly3|xSK-AS~*O%RgQgtCi9vK z#3=Q0Q*#iX4q2}{9~Qm2hQkUgOEo9Ms(?g%{1K(Mj~v^lWzxN5l3<)s7MbcJwnXwS zfrUMdw>aewQ>1HsXtFD;c$c628H0j4EU`+83J7}M#ujV}VUtt4C8IXf!BMgp^e$Gl zxQa<(&YIIy>w>GvB_{cZdY7#=GqFlUXM2V!fbBI@g9__Z4JD~*k$iFL;~nbcw9($C zh{`>^?@Q^E^UMKSy!-2rQD5e12b{{GM%Z=++p^^X(Fx8vpDnk`Fy<;)-bJWsN6XnI zv(mDaOtLTydX6qKuFSCeGhxW6(pi#HhL;Vp0^*^{8U?;9R7bfg@ZFk;LNmzl;7uli}(d(BPpOa55%&V}# zSRkTjj}r&D!j)Z3JSq_sA@PsQ05)(L3#B;;MhN@pM$|Vb`vf|7TK%W@bpyCAcG?kXu&`Z=RGL~kaKD?-o1z&x z`bPN$bAWzra_y1EhyL5XEVTNKd+OFbxIie4hZd*Rx|h(6 z`ZPl%$Tw??)Qz?)jP+rJzdsY=3i*1ILBAy|OArKkd{JUE^vm-LR24FhhTLMqv0*$q zrw1B%htOfi55}>kOAmSbCjG;*s>0vR^|Pw3MiMKEIOX%@53DYSvhZ_Q)XHdV4kr5~ ze6j+cC+{78)tqPWd?`X5f__7*bFHkW#*I2ho}d!%K42*b64`)Q48`)bZA*|cm7C^l zgzcy?cgFi3D|lb#UA@#h9Sf{}><&8pqvK!O*;@Kn2G2<#4?)HXqGn+7#*%yX8~-RcvDz zEiu_!dCazNhHGpJStxw*SyFc36Gu>}+f^sF!PAIc=aC2z%H@q$&h=CGP25_IEc8MB z|4G#N0@D*v7p`36qQcMIFUn z1{LsFh_nhk>!PXZ zbhUYZ&)l3!EZ_8KAV5Yp;nUD>iourM{N(~s;W<%>qSN{>v>DR*ozF|Y|LbJ9xC!g3$ zUfEz|cCkMY~fnUSi zK>4zRB0y%)&spI2(C1F)wphr9l&sv22(n(!lGeUCm@n`=smy+`AbiuXt2rI{7`?r< zeqV1csT%zqRptvTZ8YCb?C!xx>Mn^)(Z|d;yv*Hy5_?}+WO5EKsGNOY+4+)qxj)jC zXV-AE*X(SksCV#5P_81n-xjX$$>j<|_QbzL4gJSE`D5Q#<%vhvQZPdm#L}C3Zy^|; z`EOj4GKy-OjdNGrh>G3kYj>T*+;DjNOKS>Gjx?GadtYACW^=!mZHjdl&Prk$JkPY( zJ9G7Af5_}TFD3ONc?;|)N z5!9yAmJV2=6bcJKmohQ(5h6_|nfkh=<8maUu`=iy%Z3~lp@D1N0Wq?PnD#mSI9Y## zRzxWihtZzGnP8wK$e?={aRRy|Q=qUcfR5ldu7DWpvYEGQ>QQ}-6_FD>RmVL_Fm0TS z4eVw0ftgD#M(`W1315ZCH&u!a`BH51gGAYZ#pz6^=lx z3-js{Ir`d;iR>WF8&kSpT7f53OeXhWH3SPPGuYi~lWiPox`RPXEomju$!19`Y+J#U zDX60hE-s~ZQm@`I09C1Gd?H|dzWJJ3yV5yry=H04l`IQKW)5BfUQ=likdf}|wnPge zm~UxKWpv(fgbaK&(3ep}p*s$6GZ=Acj%7a)#fj9kt>nZ z-^dFWu83OvisqPNybU&7i8Ij+$^GERJiW?(tZL=iam{I6VRAbQ=@-%6F1VbV2kBO! zU<4_!fffa{nl<#&W+EMtS(lSI468l9OenNU<(kIi($i}Ez?;xcDl1Fnc*pXRXv3sW zW^^&#c1JOrLT}nQAy5Q*MasIcyYLx>6?qK^tgW*prHXRHDt1Oy`p4sXR9t{EZl-Ew z9Yvc!fKN3c+zdveuE0N$Y!6^hp%nDc#w$w6yriDet@0MBuuPRl3kPh^mqB9G&ILstYQv(P@l2=t6$G|d7` zU08N?LH31T+H}Hyx#9m`3dsKqIQ|Sc{tP(&A>dFX1swYSj54$lATiRZA#1gisPx5Oy$u9yO zdp?EN8epjl`Jynk%Qbg)9WiJ4IRQ^79hr<8$Jb-^yl6LbJB zmUfMU{E?noUnDfP=*K&g9DaMfgi!v$@6{~GyE$Tl88;o(A6DfoWl4wXUp1%Em1RJ- zNQd>_bJB4agu}|p_43iyf_i~jB>u8MlO#-=DVRAzhO3PK5{#6fwNs1TgQ^A}3Yu28?3QZkv0*VgZ-f{3a@3I$x zmAO>NMH?o`;aI-#iF;|;NFi6fM^SonV4CR#(FUtW$R|KsT}FHnA*9*;@oHXGu~7^)7to z2+oa_7QITE4*S3*bp1PMKlrMi=h{=mT=B|`-`udd44rGHp*zl4A~rpYiNma-P)j`* z(iomuq|;31n{9x6h4wcw`$|0Wi=(5vY5Ve-h=;SDgWl^(tY(;Mb6QJ55SKX}tVi`W z%30+hWYHz8-lUOit|&E3kaBExVq^smRz5mEU-nImj9V%uCxyQ17W?zIG%Vuz9?vSh zskz;Uam}@Mp_O1^S+aHw4<-MXsy@ax4P;*~55|@J+X2TP)bY=5`1zfOuN=n=NX+C} zQ~B?pZuVr~wRCfJZk(T5ZsS=V_8X)P(J?jYwtQ=;K1ltbh3zAf0K88ij-0OWRhv#- zS&{p>9hPjajJzmY9`e+6mOr$uk~c0&cYKyEx4Z0B;S*1F1-g`c>`yO=`jM;vm5#7LvuP;Ea#eP=x z*XHZd+dj;)H~0D*Ey>+cVHw`jWNy6tr6UKT0TR~@ziG(A$JI+9Qqi6?m!78aH(s6* zwcQ73E4!N{lvHy5a-3ri@}K25O8f$ljJDqa`%uz5f$&GbMD?* z&6(CGV!y>6t7%M{q+b(-#JsP*^Zr79UGd7t+pR8`=sHpx3A1@JS^rCN9uGw}G6zKp z_$P^G&Gmc8+@1$3R7}Aa4VquR7I6HPI>s{|@73x5m#dbq;)pk2&4^J?E~)qrab2bfpAjQFYA(vOz%8PiwEQ$#2xD_2892 zCIGQ&o7n*U$IP%tSf_(2zC0sS-yI;wl0Mxmtgu%^S3nEH%tl%}sUVmccUvekax(_I zbU3=7tmr@py!2htBLvB4U%8!?2xx0eH!HiaPn5Di?9>4cL*-HBWb5!u`V1xV!nDNM zesy~jgk1vK34jRYx5iO`x%f>0!VC>_KFYAG^qM?6!jQAOhLP&POVZI!UEbW&`fII- zNgrNYu(i~@H3y}L# zZfCG%i$79LJc+XsS;N43kfg8cU5DtT8T@pMx<3$~o2bhmtnN!mdV0KWtNxAp6xfnC zxew~hGO(sztq@?XH)CnsjgJe!8Pr%f86qsPntZ~59%Dt~MG++meztH=P8w&x8{?d&;3rp7lL}s@p zC$^)((!5kC5o&6M$Ih7BQx@HcWA(0FZR6sTD=uX2*58LyI)6=-DJ&`o8FBV7Tf3-d)Ih>iVw% zF+MJp$fu`H(NNL`*WdX$AjV9csr586DwQ-KhVC#_>CXV2^QN@rRT-c-Mcu)bbca8x z5KLuz)&b@!{~U7>Y44Pn`|NB`)qf` zMw->6q{R~bmSA+6V5$gnfAQvH(W=}p<$#Quz?-3qhmeW1Z?!E#J}ZuICuyAi7b}*;eRbE`BwwP zV(&uzA~zcu4I=I9;{w=pC9_sug&Z&kPe)PnA2M3Uz4m9g3}ngSR5fN4W{SPQ9?7Zt zF{CZa1Ch1DqaH;!jUxjs&e`IxBz3$FK4_Zf)Ox4ATokv$+;3+url`&ldIMg^nZ+>^ zM2M@V%71UsxG<9+qxqxOURUv`fGZE`M)x}Qwsz0kt4ma_nc?K;lAH_lH}~1?{O`8$ zsxy`L0W3zFv`pi1%*?#ml$!;H8G{>|JYMLHYTTcqlAwPx^7xk8@q(l}?^sH@Jvh5) zMWi{xNWkdZPf_`w+??+ibj(`CF4gX#Gg8iVhIM2;o?l7}y9Z4r4}5d5!hzBQj!_37 z{8q_pc$hxsTs$fNnR_^VNSDuTzNr^vCLiIIQYJsGGe~c$4|Uab}1=;0s#+ZRcic)#Ko8)r&@_CXao>1@a2zBQ@!-mwo~9^XVpyuL0+>3kR0N z1hsXXJ%JpxY?5xJ^5@Amf@BI~KSvve8LGYN2CxO(zQ*{$l0tj&Njjx-lwvV{=@nSz ztCOUD2vgRo?K)&*&ky(NA~@nVl<>M5DOM3S?crK16P&)4Pzzfzoz z<8@aE%4|!y9g>vD!Pit~StB47!okv7rFN(DRtQh@g}pKvw%)0+1zh3#0_^VcuepuXHP~oS*4SJBaVG% zckZ|#u4;X18PL)$lJXA=aU5HgeInxC6rA^fXJ)nk!mdwaV2gszQcD7Zc#CuR+6Szp z+bWRnZc_df1ov&P^;!LjPk5#q|GEmBLgR{5UgKFF>94{J1_$Yp$;+0|c3CKDV_eR3 z*@^EfQxOp_ZdXxJN(ovbj?~&>!M?E^mlWkX`_gbm-3lW`!~9K&j^36S`6@Jn$e5VY zv`BLg$5mVWsf5!526dcPDjw2U#OPRPiO%ZDfLlqO+=?~D^NKC?>Fi~=VWz3r(4FyM zT_GKsD4GC{l}{mzBjT+tvYW1-wOH{bKQvRJM%wDsa_pcoOr`o>;y`f2!}O3Q5I5`` z4c$V{VyUm&wx#HYXkm!ttaqg7wpJ{;-*hnyl6&>lyGS;praMP>;0}*mIFgJf8JvA! zm)%59Q9Wa@UdS-w5&SiGNo!GtQXS?q=#I@<+& z!!5P8Vrm|{hwLsQW~Vg`#&Rq=S1L|BjUK&pz^1UeMm& z)Zx7%MwUGHs3^wISLbKnNo9E4E`2Zg)^x5RcN|pG>g=-+jZMx8a$Rs*13Y-}W(bvF z*a&>HAe_g&8=l#$K~=mj%J(|-k(4KZ`^!tY{@WJMMlbUQh%P{%%LHm{{Wd`SKens> zJNWpA0Wl|b$g1p*2Fv_W^Wm?Hp3hl-t{Lwr|7FeC!AR`FIFa|FQ&PM}%hQXTH-~RE zo!8?ng7&>L8>Z`OEzDnnQZe2TF;*06I<%aoeaRlRK9L*^q?XXK5W>?h`9}TT#Nt*R z4T$vTmJtfgD8S@m76sD|>lKUb;v?uU599I5q6YHUjAWLmw(}vQ<>ohtZPR!76V78y9^iW^Vc?}rCS5SC09lLx@z+U`zQac{75 z^0h^9#T%WaDY)H!TJM(+?azO_uGA^$Y}D&k270K9oR;V#dxWi# z1dPNYhF106T9S2$3)3;xiwu{e%s$nyovt;kaNv)gj8xr?sTblUZ&O7VFmMYA4LTtP zx&T>*GL^e1k^|)0^i_tAsMLVSN3Cq^NFJL+foHXRCrDuXv;?=N8gW*MpPyUs5O%N! z00bnM+N+((3K<|)!H;G!#9mWM0TUUu_?lgnBRfG1NQ;tEP}vl`O({TP5kO50h*q2P zUO+0pwduSIaT>v~6w6tV{J!rZ;F)a}NMEr&j=7qN9g0k>PSipnGy*h@AQsIy)l_vP zy^JaOg!vgC*i8WUgL>udHm_1U1RuFxKsE9Rs`<`IpTr_KHrP%}oKTbnw$;K-IE7k0 zwNVXu*3i&0H)tZ*n%Rj{pjyQWoWdWMgztv?!Boqp^h2d$7|GMJTVWLZTC&^W^wAnk zRm$IlRhXd8mJ~rFE-6wuI25DmcSq|}H7a-1d0DhzTUEl&eEuAKfUbe)1G#LoT@=TA z`BfqnL6y>2d?I=U!ggK=wYHw615ruXOQPpPhOWR5<`c|g2pv^YI~{KNFkXVHqWENb zN4MuW{?s$3Hr4<(LQPtkl*onLw1W;+qKT{Ueza#-mYNfPloYCs?c#@k)QT)yo@wh5 zu*{`4R*GoI0*X(2Mqr1M-DlNYAs}LKMen?-8VZ!hv6C#8fM||ax9JoVNwOSOQ}O6z zZjZsNPi0H+>2t(s^cTQOn3AroDssqP2rSg5on)ZUz~2o+>My5iT^Ys6LC~{elo5jOKnmc_SsK$q^d;hp85Gb%wSB!ko_+3 zGFge;l)%)mpkst#KBcd?o~`+}8xPd36on{dAOY zL?UyUDOja#Lvd##|9p`EVjAYUki&wAvRFdfvz!H z55)@euBhK=a=aNYXhyw|$w{X{(4(Nzbh#~Fh&K?0{aMR@A4h_J$B|2Yf5njivXbulpAD>PQUgmwacapP zxy9pEb?G2@>5cfgs>qUi*E%%}Aw8|CHB%*>D)k9%h?QjGT2>-s@*(02k;)mgt-Py2 z!jXjZZ&MVivyS?YZ?l*gHvPhpZu*CbZ)GWe;mFjcj-QgsTKf&f(8Fxy*O_bb&y{!4 zG+zeD+G3u-P>v#up|fMgP(Y!&mI!(D^~{KUF=UpO*7CRf|Epvp|yk#ngh zAE_25U$)fE)BwJr90#HO^jA|^RlW{h(hreltSixwzv1fbnHTnYhxmeA@%qFSDS@g| za=m$_NP(3=(G5#y+YTr@b#vT9yXoH5d%(2KFVQ;$db+OJ`~4y7L7qppYm4OEWz)B< z(o(d{`3~hLZ%T;>SiU=rTmydH$(1V8wI+_r44ma%r>|jUQ#uXe0>** zg-gh>N^5hCRI43rO1LH;XQ+51)yPzLasa!y>2=K~g3f6q2C?RlO;9BX6j3)1q01q{ixO;K6z9kk^ZX3te3?>&<#~x z@(lmVI%iGOMG%#YsW>PM2@4U%P6b`sU%}E8{g}r!Q6r`iUyOG0I?NL&HWyte3C%ED6srZ3OeEWHSd`wKo}&|vr0{K2?v?55|1#sR-g;f^wqRry z3mu4TM!+JQhCBZt-Tk<0M3;NM_XfXyjsvd3uqw$ckLXHy$B0ujg8Bw%bmFd-I)4mGI3z0o%;iAXKT@vV>!x`||B54i0nQZce2;Y3UD*LpF zZX)pDli2m_II`}~F@_Qn;3Zr3q{snARZeKGJdQ6#CY$>!Rw zNmEDXFv+e`CN3>8HB-lDj~OV7sRhVh{F#vG#KNX4srL&d0-X2ACaRdJM9x|g?qce> z`c_)K%t;B!oc2ai)u2kv1met2`_UI2%A#=;q@ zh2hCz-W$?7AYjmeZYe8*e`@<|ovbc^J-H%88xe}h^6F`fZ*On`ax%n4LNlqAR%|@g zt~A>CR~2))@{JaQlJ4*zi&qAYQIkpHHz5%wz~8M~*9 zECTsxN|%su#6O`fSxWGo+{<4$;@-Mky+s@)^fKT3{Hvq2VNl1lQclsb=MwivM@v&V zLu2F*97!kP$l>oe^8P6IXGP00h*Z%U`*2-Jw0I-rHyn|6mBYqgI{1krd#s^1O0POw zV3xlhA6Cv%3~qQ9|IUa%>*y98k$#a*vJd7y&VmRz*gUG=&%-_jzLeDS?T-v&}@hK zuprZExEgh19j3w)*Ked+t;#E-`y>7#3;8=7`MGEOZ8huV?YCmqs}`~7$)Uq1lP5B| zpI#0n5{nv)!?dRu-|y+>_R4h;uMUx9WCJ#c%m)q$X+?I@ZFt=s&7nkxDDS?G=Z zpbTcvV*yBiHXKLAT*}P8+-|k7r`5a!)CFnR#YDfmE4Y~JxvU!3Xb+C{F7}0%=u6@6Z`RZ0E>HRPd04NmH7<*GTB7_A0ZBh1u)q`};D- z+9tn`GeSm5k>T=~)hgRuze06~2>4Ghq){uL1SL`G$|=DN8d|ECpx8bzcQ_k#s@jah z0S0zZ(DgAOuZE@a$DY0`7~%}>W>Vb&8`m2mqy$jlUW8$_ndNR2O&?;EmVKlG_+Bf8 zr=GF52eDL>VA_gaYsY-b2_hYbB=X~AD%HH}V9!Z8zA$XJ3Y#g#NS9>JY{)a%jTY>H zZBE}Jk-A-SG)Jm212%j4$x8c?bd(5Hmvl=U&KnhBYVQJG zw6G^uTl}ER*r-VtD|7*L;8=14FPZ`9=M*yJT&!`(%{klqJwRz!Bl;P*!jW;Bzr1y< zxfmgnkflYxX6Q5>@7$yLVIPKGH>ZdeAn2M|uRX zr>Z+>Z9MHUT7eiK?QpyzdquytiEDF18`59ylF-&r(GRDveqG9l3 zAG6Rn7?{qqayr^-A28vQU=)Jki7H437hHD0Y1kEQ#VAlv`Wi!|c&cN*Ov zr=W#_m$yr-t1i?!YopoOwWVadb5p(|bL46gBH7}_nN?^S%4~L{H(L+{P|>?pU=vhn zvo8MZq~(KBHmjbk}!>Tg8HuBDVuoXDcp6D$?Abbw`H!50^ zf21Tp+oykzC9c<1eosk$VaXY9N`qf1$uBIaCZ!}KEK&JACHW0YD9`?9v4r9uQxd9w zm6H7TSaN1B$9m5P`JOwB>DoiYWv#w}E6T*ckoJFtCH%joBy*C`!mIZ>6R0Ev4UEhU!;@ypdVv zFjVrtj8sh7Eow}dzW@1mETMg%l1HGjcG8R7H(>YVP$9=04jNQMX!5VPCjrzp`P&H@>a zxSz_aSxlhc%qfwHP+0=SY$qvIRPyHOFXwwaC$H%1A`|V?;J!IWmLaRcCY~v`BYk1& zRTX?m(VKJ>j4R_w>|~@K@e?_=T_>v1$`2$lxR))Rr?8ra(;{32QL1!?*;wVtSC=3? zAKA|l9pGcC&g!fm-(aD}$U3sD7`0F48$4^E5yNw7rI5t(U^PYN4|QPH58CIDQ;Os} zf+>iq_baRFrHPcQ;a2X0hkJ7n-s7xOsaIco3{C8S@lE)l&9XWs6I+QTt7?L7mK2H! zeeZ_v2-Honad1x7C>_Km2$J)UXAAe4Abi~KgR4;3{73wK7-MfJJ}MQQKYXVz(8aT; zQbQ=yT#zd9wa36W0}%<~5b<2QUn z8{*S0>b_Vsjw2C@yq?WYeQo*IE{w`~u1s8X@@#!OP%_S`NTtvPd-b$<6q!PKe5LzS zo!17uO|4loCH4vuME6fn6T5P`dkgCIPY3SY806l&75{_}mCEQnZyRRu zMo1IRTq~B*(`Xp;{npMA5MT4Ah)Tcau2I8WkuKAP6;>g#)!XZ*Z<5|Jvj^&7sjfEa z&CLL|%lA`D{)3v8zix6Ne|ETVc7YR)mh~T*wr{r0Ka(3F{<6o<#+01PU7f_jQSI+!Pw zKdyY%_4A0Nwui4$uZcNBvQ2Mpp$+|g-`#kvbywVBylML+&q}ryHXFh-z9sQBq3}#) zhO}RlD6!y?*z37-NyqsdPgtAFCYF>@^2fT7IXy-C=AL#K(WZvu8_}2Wri-52!EMZcx3|zzVzLQ za{`E>ZYv`&D_4z_SOU({QHTo^2BiQ5x0^ONsGj&oq*O%hKSQQSDa)?M7`XZ(U`mm3 z-pCjoM6_99jf){|to)%;ahEFdJw5s07<>%o>@u4rfAqNlm*7f0y+depj)ZoX=GQ3+ ztq#;$3s9!=f~0TsP>%~}I$i<7K;dXDMucGJVgN%`!QH!&;9gIeY@zo{@JXMzNXDo! zoVgMEGmJow_-SDZoeRRF_XO1ySd?CLzq%^^)vdBqZZzK`bL}@n_0d z2k5o?&tw*QaGNbaA}VoDh9Q7If0sF_`;hRQFOI`E0Ygw&4mL2gE4JCa%o_ta@5sr> zls|K1)9J^XS)fF8?Xy%e(>uRRxJ;H|gUo_ziuRk}KEPpZGnQFLSNP@NR{O3iFe^I7 zavMLR=@4KpjNK(EPnbr%OVg;t7aHFVucs{g$jpv)E%$*)i9+)&t1_-68J@+$smn~8kW&8B+t6Q#-r~bCOMdwYa^4IFtPbm4v>eku+Y<26OKndl) zf|CEfx<&UdpyYq3Zn6Jkb&K+!K?&pEL&=}jt^dcflD|R;m46vTNwC4^_>5MaSS`hRI6N7S*X@l;p4Uyo+P&SJ;bD~j6{Y`dqat=!EcnYxMZes?v9TI89s~noa>|Q+k;VL^T@~=ZS%XU-cKU5(v zn_t=5m>lL}ZKiM)3Q9>Dz-ITiF^^D&XGtXuJf%{75IN>d{Ye|GK=bf+yO$IzSCN0U z!<{@f0~Kko?G7I{@)2*E+|EwoNo1|m0o*B^r=gU5w@qaj;ytDkyU|6}w96C>pvGQt$e|6{Er?)h_!PZ`h+9KyWOgnNoPV>jgoT+3^I)qIs zV*FuQGt<%oeFdpWF(Q`l;zFN29+zzPLwjn`gc*0wqO=?oleBDur)n5fN5jif9LdJz z6z7`t!EzOj9N@t`hSKML`|g(N4r>IB0n?8p>TbVnIpxp&wZG(a?o;-?!P03}9a(VflwaAX5?pFKH1r zboNsq5VUrwg1T4m^z8~PFj0FFo6XV~8@JB1CYGk9sXe(Z%9#9m#+Ozr`G=uv8|ztQZdadzeYn#cE-~aJY-Z0{=Lqo!#eKv) z*HlTNUyqkR_mUw7tLZA8cSp3TDAL%XI%Zs|vIzNBF3eq_kqBQ=4u9lo?;E5)U5(>Ge@+S77rR_KFZi8%7B(Zy%^mqr()dj-ENLg4p8YfN@QIB$-U5|m2uN}Zb7IzC^_KxK?z zj}pzV8;8OPRh|pLnL-FJ-z{ePe?VdL`l61$>wG!DEa**L5aKH zeaT)n{XqKGTauIh`w?knE2o}9uLlkQ4+MUhRFdZi`{kr37k4ozu0h^gVF=~Fdx16X zShrbsrp$wxRWEMs^((@pa|c-H`Oy9od1Cd~0gE4n>e~i_E44Q}pm}wm4U2bK+xnPm z%SAiadkhg{xLY5MHgtSwOn)%S1np0`PM1*X>+-?tR%fn*7*QhlgvsaX);FpsxR-zO z$!gtCJ_#<=X&nLTRd5H?%$8#1pJzE#>>iT%4~SJ2S;A` z{71g|+uJ?2ZwP5-(u`$1WIeCd=Rv;Hr$D`tFJ(eUvIKA0o4z(QYs5 zvQ#XR0+X^GW5dtNSPRp@D`kR2u-!N|Fzov<2UuuiN@Stg2VM_9jE$AuwULjB zKYwT?5XfL^r(&R$KvSa^)}=;gEKhI3B1wiVpui)@!I8uQ(<2z%SPuFVE1Yu~g0AE*)(JX{F;j6qJ8~b#R^joM*cNIvC4JNsmM7Cy7mg9P+SI6Ac zF2>mc(xKHhYaqVN`{?`K*OV+=>o_m7lI$DN_#wQy5*;Pj1Ml$y0Chf zp|{M~87pEEgE2akHv!vFK;*wb-Dpf1_jaR|fyu-KWsW_)Qw!`J*)~c6>E!!138sj? zTm~Om81yS2U7jut)+XM^>Pst_ZNX~JiEo&glYCwnptq;Vy#iM$fDIV|MA%`A1f5}j zF<}%GKBqm|#=zrG7_U<8o7Y~{%A9Srx!|wi(PBJK=}Eq*)E^bt-D?Y7Q)87u^8#~a z-y6MJ;eBVPXF7=PEr2lxYh&n4BsGmI>=0BgIU9HpmS>3Lf&}*?n6x?@Nk%WXXJ+6i zcn|2sZ3Zhn)KY@xoOR;wkmB8LO|ynW4{I#03a9Y)q$|cCmE{WS-z$dj@kQoxW$zUd z`;{|e;HU+w^JI#$dw?%7*e`yDm%EBR0c;D^MHrXJO7+~&c=-b0N~6A>TDq*IfWJWTWLymwjT<=_);ITaMfN^<^ujz-$OWwv1C_e#-A^BG?n z%#MVUJhSxfv&G&d;BWx$Q>WRy{g@r+B;MpnvE&tLg)o&Sax#S|6j$l3!8OeVu=n64 zUuXqO2VfjYxu)!-V7inhv5@M%y;4W+SC{{EV)7R_`IVUb1y24pG5O=Jp4ySEdF!`E6a3~V*8z#?{Gr5YY@>jU zOgtqimX~6BBB=HlhN6__OSYQiFp-W@AHRlspO(hgQ$8p);@8{2^FqP|FsCTaH#u>( z*jsM@B6USQ7*1p^Sl7R2(gAK3dno2jOY< zrGV4L=>y7NU=j|ecFVT3raI#XuDE@idLPkf!c(JOANU4oLlLLZ8x@QR@USnZYh8nq zRrm;otASHr)O6O+>RJKu$tPP>edAe@Y8)R2DR%R7B-*P5Jb*=~_B6F`chdWLOur@z zFxEcPvTRxQa=D9|{LvYaxCFtFr4ugfL(OLxg!WNIp@Qs_HP2ganpYXc^m5uiYa4() zqd341T;XOv?)Y8(uJ6r|T{u4Q1^sQQkl$*s;YR=?sQ~zPo3EkG&b(E47vMClRnIt$ zO3MxlNnG6%8X;%zmp@yGp=M{7w5;9reOt*d4_PH<<$b^9KUJ}|i{`_WW~K9WLh25L zMF@i{E!P#Wf)^o14~`0*b2m$B!)Dj?0w-I_kq?W`e>KUL*Vv5EYfDtC2pk?QoDw;{ zksr>n1ISn&yn4QRV+t6jRM+8>*^)ZGds5Y|&f*<@MvQlw{`gU@T3U8+DxGjuePdy; zRP-0s3LH6r{WI{&rIYD`MEeHiOzQYz{PPPPwnaImGI9O|)i3x}>p>H}ZH*G0rpj@r zyV+)Us#m1SmhgNAhp6~^>*8h7eu|N0BQ#X~jI%jslDgI{jo7RFtRIJB9xngDhS~P6 zF`p6U)+pUCH%_57vX34X(qL)fkJ_9TO&%U2zRAVwy%N23b&Y4rXheiaccTyEm&H52Fm>BV+%4Tifm4J4G&vN|H`@z`i!*SS{vjtFD(l`4#S+qa(S=F3$uq=zBsv)#gB|2>@ivY5DH zT8rj}orOv7p9Cr#y~er(pHi=fzc>Zkd%dv1UdYkRO8T@*tU}Exh$>wY%s)$(^X8b5 z!`bSK_G@$`P6@>fR7cek)P6O+l7BV5jP6g&dH@=XQh1t#wd~&6w+E=L+(A7c%>K+# zuDkroQ3gcXRozNOYtFifOQq00N%S2uJJU2J?16U6NmFyT8CNeA@DTeyrMfih7S-5B{U+)yYl8 z+}zi5LpJ8XSGb2)J!43zfi%Vy`TVyrF6@53eSYJ>tYcQ5x`rZBeUSBfWXbsrP^;%8iv+vqi;?DWDVGo&ewMRAV(#)Nm zPhSZtlIp9S0o6EOwFiXfdrTPx1UzSR^!#~vGPFgS0L}{*6Mwv(K4_4<2g_Y_>Djwd zch&lltHf4^mD#AhmU2`#$(N~Fc-{j-H1)o8vcnncxcX1T^#8?Ta*8eTTDLB_oVQH8 zDlgPsJ10N}Y<$!!(^X}!3sDC2YIHy246VkygB5T%=`++OCpdh}wwXReQ2YH=Dy$`- zOW3nU!gWfWml~D{w6qA&CbkQjI;f?`M2o~zB5AhQ26{{R!q)TIG+g5Tn{xX;O@)Qy__2@)g>(C zgVy*z?7fFq(~rKUOYb5fq4!>tp3r+j?*T&Zy($C{#6k_B6B2swO;MTxB8q?%r4s}T zN(TXzCdHD8zrD}7bNB3-d*<9(cdfh5&RY2wzWF|R-}m{v&?!gT4N%0=4B$=ZUb6FkO|>QAxuXm7!sHiLyTH+g^_UID{W z2$@U9ei{YCPM{O>h_>7e;VNXFr$@#a1l!0rHs?q=%MuL1T!8b$Hu8#V^BaVKDWkR{ z0@0z7CY&81pd{BMbgq?LeQnaFPBNDhg%=mGjDuL^Wjx@h$6j~{F+ec`&u2^dACEwI1-Ewj_nHcM?&f9tnl%k$r6_u8AwY&AA z9exTLf5p@m%Y5jGSd48|+}vszo1qBO!+{0MT?w?`wn`ScWcASIO)Z6R z&7bF`(458G83EZ_Zxn#v$!gkOWrjzmC1LnJrgSX>u)+p59uj_A%;t=6FXKL@Zqqfb z-z?z)U&4eN$Ry+)z9%ItWqg`-cQ9fX_*U>CR!Dw{8Dd^8cGqvOmbGdYlWcQ2gS)hb znC1|`dLD;q>+9>@?6xM&E@6T_-e%A1QL1T{(nS{UYWY&dX8d9{wdf~oG;N7Wt2B!M zUeE__mGc)av(sq1BSZFUL?Msve$}}UkJ>v2dI1TIm=&U&d%RLCFH86P{CoDblGB;zrt z7dPyS=pbn}*cLtqc&}``Y{R-lw$+EV0i^ka#M21RHHwH=XOx>su1I_0&f8{^FcBf^ z@X8PJ4nEfR1%}WX%G)+98EGmSg%vmjd-``jd2m3L%YE;jJ_6eL&bZA}_65H9p|WA* z+xhUWy1H{+M~h4|)6%@POhmSq(-&Hb0ECpUfutzg=byH=LxcCO#rw`LCI^}gUn&#f zXfGdpw2?J@d+!dHgdnMalprP1J^e)A@v`Pn7^yVZHL`d3JBl~LW1O!~!~6ggQS6Xv ziV`4@>+#zOr9Scuo_D5Tb-?b_OGjwPdU5X>?~k()ZN~PT6w`G2yAB z|G(gtO~ohYgo*1}9i>~QTdMEQC!;5imf8Q!Ej(^e@>ZnEF|{K(thh+>J6MI~47}|n z3}XoYsFk(e?znT*C~3!6%y4t43^7^-Bnkk1$9{VSCaZo=?4~@W*3(P}+b6qu+)eD8+j(p#{GA6ShzkyaL+ieh* z=u@VJ+J1HW?EY2@Gd1EX-*&p^yIbtGCQxlEIM{v@p>6>U zTqoY)6t}ot2Q7Ph7QJ_Ar=slNT48*@hI+4x4b0_s3pF4H)C?F)*s>U*#f@A)&8cn} zhjsEU#vP?;u-wDfr`WM2BYhMDj7^&SUb17q)va+?Ads92HLk@sRf67JjJn}X*A_=W-=RmgNuF&a*Co zUp5|pnAt?UZoVCuqQmfV|Kg%~_;0Dp^s|WXlf=}e?Va=cnO;JBsotl-=Xbv1t(FFl z8S;la2)`1S#C~pB5H8;RBe#$#$5GhFQANkm6vokY$K9$yD8G!eQG`95j|@(9HAkw~ z9LF_b-4JttLQk;hORn-^7{OW{ZY|FeuMTEM;r)3FKuakKj9@^9uAR%F)-`aV z=8;9K9zV%3@T#)r`$P}xxhu0+7xhIB*#pOQITh)ssPZHo)a3m8|aUj{>i$?yg;h7lIjtq%Hvx zqG{M$YgI-PnTg|#`;Q=%-bvO3at^u~E4J@Ij+d6y@ho=pQG9Q}nYIWOVWTg0tY+-y zTW}DgO>p9(LTa8{(>4c)MoW3r(~aGWdNXhc?5GG&Ws5d464&sv0p)J+KNXZ%XEw|y zM|jmZ7AU7%S@ZDPNqtA~UiC1@Jwoe+gk#6~<@k@{<4m9tSx84ASJylZ*nFhK_w zr!@?DmgX7 zXQA(tuxUv-wc)wxGZG9ZOjjUgZYg zRw!Q%hXQvNi@((8H!|vdgmI{G$waGA>t;JfnmhRCXD`_V4qM&myc(3487NZPcwlWQ zZcAka)yPdX`#R@*9bYPwoQiA|aHfTDsHB&fb4-Z(iU7-DJKWl1q2Fj42F@&#-`88OMX*6q?dvucvkf4o-fb*U#a z--I!y!Ia+6c?-oWec{5ILts2`UrFb%ATr0k> zZ#vEW!56Yo5n0*K<<0VJWn|{Uae0A;7id5Ak8(_RjEm^51+QaBDYFC0)6=#zZ*(u* zAG@`C0%<{o<{c zI!cnOt8NaFLiNoQZuNCQN}VTTAQ%(6Sbep(0W_+~eawN9Y(%-R~{kldSEEDz9dN54jRt*swEX9vbBDr z_pnR)_O*!WB2_l_Owu--60!z(PF-Ws%qTR8<94cCForuarIkT94LR8W<(U>DN=bOG zqQwr#qtLte!9rpM@N!7tkuM(Xxs_uu*&+u>XyB?NjektgBCOmCBXvS^I4BrI7-t6r z9gA4qYp`H%Wx8|b%o*vfU@;@k6xdWlvm;mxMlsK2AK*3wofh(w1}sJN?zw72);CUP zHde_VmxiSEz<)I*MX8l~nX&i*NL+^+tmd{%__=qvv(C`pJ9GqPA-;xif7jkfavF+o8((_b)7#KJEFFTv)( ztEq-_tutA7etQ?&4rwBk7m3&pzJzbc+15+HUjE$cjuf z{iBcq82BD({&CWs`RxTX8?-jQC8}JF$>t(PieLImAZF}G%FE7rA36n~)g@V5k-P3kYG;TSScny=$t z)4uS%yM&HrW_{3L&TN2ub51Gg7vfX;}V)H}IO z-VV0Y>y0H$P=pUoSNzL*f$EM^6}N&xzv=Ik51D(jz=GPEEzpksy+HetJ70yM)UEzHlA@op|B3Pe(R9@|@xtXWhV+$)d?z>^X0{YLXwR4NNAL?IX@^|hc< ze6p_EXXC2t4uutCZ*{k5&;Km&vCxg%Mowx|AIt>+txa#-Q%8GtL!)tz#lMc^t7Z~& znbpGEiobd^+GuaZUj38H&}Bt(3+^^)rQ8bX&Eoc1l{v(<9MI2?!_S{eClFhC>!GGW zD4A>2sr^TLlfMZ4yhJ0|dHJ%*#UqM|;j(u`BN&5#;Po?G<}99{9;sCH$466l-GrVI zh_TB*;0wcI9OGFW6MHD}ukL_G*8K)S)_ z0H5X*vPJkA6?6r~6&s@xX<%4g41Zou#^S71AdE^G1cGleD zyj^b(X%m5FJzrh5#sx?Yn49++&`*>QzoCfG96@S*=|}_46G_HMMGJ8zLw^NCBh&=1PEVRF|J^gcjyYF8x%(KEBcLDV4=5psh;`3P494Gd zB-hUFNKxzv(GGL3#-`wt)%sD;_uh$pcmRu+mdmX4+b;d6QJ1LPC{L&!(*k-w+%hOU z^5~fFX0-F;H3JV}rwM2}{kjn|1(eu7l!K*$XRhQP#wRB^m?qT$L?9PCtlj)G)Xlz z0w6i>Euh}|i_)>tLuZ2A z+D^`ZK^}>Vv=i3JmS0eQ;jN_!5P08+edTqHcL!p6s%c(;@g+^IQpk0wwQyO>O&`Fq z58oOBanxG5DRg^t4#=c{G0pQ3NUiwkT$syFkT2d6Kc9~~Nm2nz$fcTm6tc^S;$Ow5 zFKsAKS0xB{tH3%1c_>8Jba~u&RA}a%?SZP^l%|J7Vj|Owb-?P+6(*1P0P!qZ0@+Ng=~o<} z?MoaN#Q)5E-I)No&PHhu^4#0Wu=PXo4nACa58AR{rrKTay1Lz@7UktfQ9Pq+R>!o{AGDWt}%P{cq7sMu{nz1mB|Ty~|~O(2B&# zM_+_>Lc9!Ud8X&SG6uGOw2`u{$oWdW*x0!y9`O42(=Vy)4nKI4C0l067|&L>`hv>N zjZZtbVH8)kxR}m}y)Bv;*e#$HpOa{!ma|Am1XYY{5>B3FYN`GXK9zS)ovjqPG8s(p z;5l75?nKGLVu7`V5#<|2RI0MN$==A=UFJ#U7KS<@#DVVD-TV$2e_GHMaybs zMPl=?sj=P$JtTBys(=G$DluVs_El4Uu97kODX-q?^&BNOr|OA%cI+$KPskh&E35WG z(B`G=06*~9UCkSH_f}x36wT!y6ymTULQ~jG&+Lr1YrgBm< zD+%Fj0U@Za0!z4zeEj5Gv9i%r(P%b%+ovz}`5JzLQzCd9FZ)S@Cr-^tSy@Mw&_Z9q zMaV%$@7_9Gl(ni5W`-+|U5it%o@mA+@0zJ?ZB=d&a(|bF<&$%4>4c6HbC(0<%}P8k z!W|}zdULD>(ur)-VKPGl4y>x7S(AM{UQ&fkx_i%;Z=$+qtPx(oQ zU)dsCdqQxY5W2osr6cFqtHyl4Mq}6cJGj@Nh!Jgr!?KyH=Qf-dQB;|$E$coY(+Qi5 zh{>X8o<3ePZBAnjZ0JsWPa(o@6E{~s{EDDJlt@xi!7aGMD@KHDO6eJ$5g!1xM?@t4ZW$lgDB`}m=4E+*U@ zN-@+huiB6sBN^7!f3NCZbz;j5o|X7QTM;G0##!jR5f5kJ3MkhF$@FLYx12YHH|XO$ zXg~9>3W<`x3DRV6ynm-+IJ3<7k@~AlDM6E!`R7^hG(MRjTeXq=)GXM+$CFAoysz0uVP>wVX{INgnbYu`Nu-;y zy6%$VXW=&~qFsHT?z516PMR;Ce-&1ofX3st89VhZji2bHJz~Fq#_0P#X0n$C&c!WH zJVsxY_E{GK7$F{`{}d~kB}&fXea(qq^96t!xn7?FOLE(P`aLqC9(Z(pT&^C&8o@o+ zZZ@|eH|lKBFMzr?E}m@pKE})H^Vr>QJRE67y+j3aL1zd~Aix6S)EqmL zsaSXKuO=D+-ZCYwSPA3#OFGs?tfJA4P>g|Fl)8x0v0%X+gZtH zrZ4Gp=6O_X(V~)Bg!!3^`1;evz>QlVV` zYPwpl+=C{niNCTNu0PpLo~%OS$gK(X!THY=Hu9QnW8JS2)#Yb z<@sCMa#v2eoT1Lp&D!X$_5A0h_op2No2yyx^ER%cu3lFD31{Y32)hgosPl}Y>1Gke z#{CnvDU9drj^|#C=RJ$(XHO7RP7pTqZLv$ZvgNats3Dw$Oo94I*SGZqT`J=SatFd2YXy%)r>+QZ5pE-oB-tAn%FP45 zc7U@eh{KOuL*=FG>=3JRtph!&Svo;LPpVChZA0T?L+dMR@*Nue3{OocT0ZhI#I{q# z)=*(n(UR$nmmDV54Qv@yZLqEbp`#SCh-4l2rc2*roiiOt(L5?0($AXikh z7e6bM6V9uckYt@`dMJOrycYVWd{)ipC#*?4vKSK$fw898)&%w^+U8+QUnP5-fv$Us z>( zC0qVcA;DW9c3zy@+oSXdAL|f-6x$BFm1rjvj(Gntjjk)uQOHP@!a^*G^P?T28V6OH zakt)tyz#bA?RJ)r)G{Z?$d2iLF^Mz|x!)*|cBD>aZGurO)+rS58LBiP1W>or zSzbq1%tOCq)EWjf_#&68(*yyrrpBFNDBB~Vd<>Vo@^8&U6ln8)ii5ku^ttBci<0t$ z2V`0f)Uk7_uN3rn>cbm#Tn}q;1acwgK{TW=L)};SfYN!gowI@+tlh{5PS$zqpB2a< zaB;$Yrzuy@P&YvWBZh(uL?8y|qTuJ;c2-{aghD0JD`cW#gen$e3YFdMd~1DH{zQ>| zVNIb~%NRJW#KBYV%%Hf?JKaacW_h{!Gj%@obPARq{7}sn|^XsDP*N}Ca&tVWBEL}q)VWna@D`k?2g>9WW^7GCj~=Z9w%v3W+?Mc?_PSvr6>#_-EP>+u?|3;yR& zBipr@q)8F#2;`478-M4tzhThQ4zpp+1z^h@NU zFbn^}!>1*YUsSg)oIm#}_C8{;K$s^oge6t;kqYaH3_veYoUjQ{eMycSYI8p#gfDiO z%gM-I9JyV7G6X1kSeFDj;`4URdqQe{EwVPzb6Sv@V`{=%uRNXR)X=tX6lScwwdCyo z+B?_d{&bQQ0Bw5xNQGn4GUEi9ecZaGf>jQUbswbNd~XNr@t^T6Q`2UFP+??mwz_hb ztm0I`Bm`4@txFx$Z z7J|ZL>@1xbC$+PQ88uf?4tK>|NQ_ z3dsqgGI{Tie<ndgChG#LaiV@CcnYq|7gNd?ib4-dgu@IS#(Kv}d`led)TkRK%%y~AL2D2R(`#h=%J;j%p?jiUA zd&1B<#@cee#7#5v5gQ=$%N?VEvdbq*6D^32>^mZ6Mr=1QUCh@5rSdk_UBYK;YjLe^ zJgbyPy>BWeBC=jP(a{tcJxve2?`{J?7fl<3S0D?Ga1(DnFSt=RfjL_W?**dnc-y}y z%G%kRgo)To86w=ugn*szSMeNM} z6V0>#0Nz}hDExSwlI$XR7@V}npH}xs5aDU$6vz!$EPojg?sz#op|>N zg#Hb0ctV7Tc$3F^vL_=_Rqz+yTn}4hM5cxtXYx>`j(}$qvb-GY1N=2mo!qN}Lpin_ zbxdh$)5%-0)h@X-C+k{SF-;8?Plb6jwjw!tyLo%+6w)rCb+tK1*(wfY6l1#AWC*=8 zX2cfMmT3n6yMc6dwUZ8y!CS7+tFPwXnQvuO(No&SEZ%XRucyMGEw9eK&JFaDZk{d% zLszrBl_Oc|r&%mmyk2Lg-Z+A71PETl!wu~ESFFl@Y!1V54gIS~obtHVv0CIr!C<{w z5xwG1TD1m1IJ3Ic?a!}BZL+vgNb#qp#zk*4TGDNU&xe}d(R6wut=Mo&*!sR#&8rT*guC;b0YmbSTNd_; z1DWnCoJVv0J;gCz+6}oueLJL=@t60X6zA2EcjrFYpHIqfC<9kkNrxIE$U6c zR}132hUKt@vH+3Uo9r7b{YBlCIIkgkPzE2MoTyhXD+JUD#!(Q##`^Egv;POYQTAPS)aAmhI7kF95UcTus8Uayqxg zNG(TnQFi|7oMav*K+C5u^n}7KHqd4*r0hG5!S-taIE>Rd5>d9I$?IXV0S*SxI=PZ3 zhg9j3N;!8;4 zG68V(vV${f_zXoQgvTJB-X=ocP%%5!3~=@`D7$5d=RVXmWi%VQpmIX4o>uE*b%c#t zzq+gE`O_8=e_%){nDkJHhaZ=(h=)8(1oy)rA<-svb+-WRc`&bAE%B=REa7s-m4!r;t~1h1rd~j!$BQOG!*D&1_yl=Ejsq&V53Z$~3uztNU}n#Nw_$}IAd{gp zZO$PrA8>KGhx0_DLtSUKh=V0ZfGwF-L93oq2#w+)GK@$#syiiiBc)0sD@i>Q1@npS|b{pFphJGN{%|& zRR}?+x}mQ2IuvP#s9S(0IR5W<)c%#@^p`wH(KP(W8!!I?o&SQM6G4(zGC|C7l+4f8 zycMK@Yib_SIqO>V?$5U>wCKOz%>hoFPj{z=9+_e)%pn_kt5j-E_ea)UW{m*Uy}NEx z{p?@$sb3;Z`&&LU@757_HhaceUuJBlEJ`m9@(tJ*q0i?SYWgaa*;umNBPs&GKcR;dT)rdoj(X8v=mvtN0ymh z`gZ%Ic#QOn4U^h=O%7YcPrxlmT-va>U432}a`;C3(e-agOg!B-!v z8Pm|cMY3!?c5a!da;9-DPN|1KjKEnvK&yCJq&A(2pnKFqb4k{MRPEC&0-Z~W3JuOi zTI|}}0UH2T+Oo6L2A1Od=gE2rjB+$#lfeGzLL=92CY)=F2CAp`9;zE-Sg#R}E>6f@ ziWpFNldk``zUUK5c*F@iM}Z!k3i~X82=*q6v1!WUuT3cQ;%C?M&jmAvWaX=sr(Rz) z8vVA3wCZ~=yo=YEhU98FLmhYAyT?o75Aq0dvvgX1eFX2lT;p?#SNBGlmfh(i_Xc@; zMn}hpTFQcmW6vuE3FBUlnaJ*08uP#<>GIB55&{4n;fe#nJtl=8WAlv#k$N_|zG1OF z&UKbcudSthJVoV&ru%mYJ*0Yu6}B}rWM<+MwcYZV*1l>L2O+i(ZTi}4rgZfQqJnIy zbpjtF>fnyyP)dTo+{ z{)Xlm-@Oz3GyN8*1YhJguIpWaaBkUfcA0%KNBlZ2H<>9AK9jmume5}QElM2R;BR`5 z6KDm;ts2vrUv1R~R_z%o@HZGu);voWnC}Z15BF^=qU;QG%RB3v&0j#TA+LB!8JMNg zSx2v|zlA!C*pCua{VNMa8bjXUryeI*muKR?5&{grj))VyX-VF{T!C~GkyO}p8-qUQ*1z5 z39UzuS_e8pSbiZ`kn#KpdkAVaaMz`rRjO#wKh4bhcAtlTJW6>1ApVFV^bLiK;}WE- zOHaPU$NEA3vxN<@4tvlNN{q&2kF_vLE37Kmi5c*fX+!eramH0A_Ohc@$@HERP6Kpw zO@oL9rgqKq>Rbtvk;7c+J8m9NQprc<=HL2*GT*;F76KNtJV@3-ywkc=U?X30{`zlf zfPXTv`451OnAwi8)5UDzWM{q7#EyCF#atz0SEGTH!F^)7<5FXPJ3zj5GtwyX5B`WU zbSnKFe{ybqHsPcwZJBAkCjFw&b?zea#3K^*Aul+2NL65@^(4G>yiE~O*UU*4)*Ovn z^E64<$*#uPwXMOZBu125TwNMPR|}JdU*(n!&3IRmd6xaE6F%mAY`(zU!TIH#$Dd`+ z_rI1oD2QS=h78rOD^&o6B(b+k0$)?HNQ%y>?8eHf%vI+cYGpZ$oApNQitKEwv=Lr0 zjdzVo#Zu=G`3EiVhkv@diPvQ;tN$H;OguxBt~+(n*-Mi~-9rZFGjilZ|H2>deVG$E z+ul}NXD|zI&|TEu@JA1N>1juTi3h{n1Z~8fOzJeRskdI)N+F`aTQ{F5d_0@ z5}%6JB#k$BwJN+aL3UU))kRT|BI5s(XS>UV7{MSlxg^texb|3Y%h zg#tMT{rRDA!F~j*wX5-k&sX|+>y;0URkyR-*hbl|s|?@jX}CK1f{CkB`cJq+9{$rH z(0$+zC_0{6N1pv3avb{v(dY#6!UW0ggsY1Q(q{>>?1}Qqi4l)t!O=HDqpUKLjcpWF zU!gP)$knyjJ(Iynl;O-ol;ITSXPnc}U^j8|b=YKas|WhnW8H3h!@I+5jJAo#BN57v zbOV8!7K;ikUFuUf2l<6$m^hP9qe43ruG6US6(Yyvp)1@K)r3+HreS^UqoUNwmMv^) z5@}{8YDrS>I-%pX+o{?|&;@)tk<_b7ah&rBIz$}_q0_4pDH2ja3*Il*O~Sn4;71x# zHGI!sI*sOOdShg_bnKfRsT9E=0715Dd#P8mDP=R3Y@Ryfx{z1_9ufox*${v2p=#WOy+fS%qdb&|+_hwp#au0K4jfNC zB!^b*sjv5uSO&%lQ$$g8wxI@gu*wzlN?wQfJic-@phyc-)H+n)1jMFBsBap2R7nVm zVf3>*^KWcv`KG`cH?*3QvYn5L#lw)I5@J0^#&I}M+D0kqNzS_=Wed^dskUSheZUqA z#BgaH)Uu#y4@h=8Qhxy|sb#i05$Csy$MxYLEIzt8FJXeR!b+_iZ;uCuf3fKrA~cDG z;%0#>t6P+fOwA5T8OI9n$g#7oc-t**$pIvs;|Ohq+Cr{IqHHhDv*?c{=|0 zf4Y3@l(2vLF^*dL>{Ak(tKuv%?)i5L;yp9X#!hsbW_-oco{3`F)?1y4g6!o4JePmaaJ^s{gAJ*H}LK@Z)az zaSl=c44rBzB4w1VWQ&mrDT@7AT)qif4G{GpPh&b9UBi4ZgT?0s(p(T_p_yZnqCdRc zpt^n~zq)+mjf6gtq(?p<9IF-mN?$o~jLbtv3=>bjj0Vgbl<(|IORUgm8WAq+bT|$l zijZN9k|fzVXPRnFPK_%8yDYt*)lo^$eq{d;Ea)p%HcKp+VJbk-2=QuC-KG+ljIkWy zTpqg;YxLvtChrz6bH0JZ>}n<BOuHRr#>X9VNWG&8G`w(9Jqw*yIi!i3v=Vsv2 z<22}LSenH!gpVocrF1YHW+=;!Gh`?iO>p#HP9L zR&|uOi|HngH6~BKWMBGqx%+zc;5f`MXb;9Xg#&B#edE< z8k46xk&maSeEIv#q9@B+bnn>k$c7m}7`vQhj!b)5ojO0I^D>kCr`z{MP6!-f;^lkj zJuPhDF#fWw$a;fYZfx`wiYhA6#B`r|W)#lVb1e&ICE&d-{)|9~2ytIbsB{a`x17Z1 zNm>7BU`mIpuA`+}9azj`1Z(xU_ANS$tb>mP-&pOiN8MMqeGBIf7g*-8t>aAijMsH6 zv6-wbny*@?wx-v9Z^MMK#tcv2x|O9IrHH#RD$P$hgi|eG(G*>119{}J03k7CDz@Z z)D?RbtZMB%#N}6;9i+7>enhhed$sAxWj+30alUWypkA$10}?HikCKTw;+9=lx5rG2 z8~ZjoUFYWDT6;iSPzHNc_V)PbQ0Q zAiu*D2Igo4S@_+RpnZyyuk9LoJ@P)P&;-{JvL|b(Uhm-N)i^7E^G%nfmy5;Fzt!E& zovm&r^rMvZTto<|mKML)3isiAZ$ic~-Q_}07-pP{-;)sq1)UN;nY&5^Phd(U@0-8Z z-H10f*=mBq_*GI?9m3@eaSv%F8ljO>Jq6d8{K~6mE>7Zk1QjOeq|oX zXPeC5NhgCbR<~i$auK+(j!n5kb zoUj9Yr#y0T&m?=qVGwCyR~Q=p&+n*qGEKSa$%xs zccS{D-|T$iNQ9qQ14y_w&T-8l1MDUk7E@8{W$VRd%FfCa!GVXd1Yx}g@?c-}z$j3% zLXC2B1YC7KTGQIAXazWR2cXA`4C^)|$#aM;Ou^VNF;|X7_Ld4l+Nt zg-4!3+EbEr60bynbPa1&IS*}I2;^?Ub*PX9*>`w()?sl_n+08-wO7IJ!#4>5gmRA)0KJo*x{4_nA5FJoe*Z(>0yX-ZSX*{R1h&=GV|Vo`PBgJU&0zm zjoL3$QUo8nDEqk!1^^`6Ogy&81^QPJM&fk#fPE>#@h0He|SAN34lB7Np zb7sy*QFLTB_6btWHTl&>o{m^k@*Zw6{M}hO*@K$kFT)nEpwOc(bVf|EbD|b_3y>JV zdK6|>!@*vOEQ!GDjdkE=l5GUTnQa7(vvyS44>Lt=vz`~i7{5adDKo{}N_?yAUv_y^ z2XGA(K{$3D)ShqOf_n)!D*(L#xo7D2zo)=plAy(ze4jdE<8}&|8E5ZuceTKyB>mbJBSsBm}B@~OnLOKZ@ zWS?C!gAx>!s0EU%@*Oa@JAiv4eJs9T5u?;adkYoRRGQ(n1gN}%fw77U(z&U@UWsnW zG(K-dGoFeYe8HFN*67VR0L?ETiz;D$t|mwpxcEAqDn**QYHGTcxDpqKp9)>Rb|aXSltkd1f|iVggybsmOL9z_Pm=Ka z_iw^K`_K?bNNKnYA65<|(f}o$M;}%VrZ5Q^mm0QJ52v#$1il|_s~O4Who*5Gwbzbe z#jTs2$J*;&707yxml}1{Pn0MlKffRAXqc+dPNd^8?rfZ?F~mx`jCVH8HCWadml>b9 z$B}VTg2eer;^IlkduJI)9+8lesgE(rrY{J@x0BFNT=yr5i|b**vp%N}d;Wri`gxkv z;-e5p*M3+ zjzB3@%)jxL`qJxRjhPO+F>0ZAiuSz^-b|D_Tfw7h1n14|%+X1`O>I-M zR6Hs(Yhf?r?eNZQfP%bHQD!r#cyn9r;YdRT3+9PWOJo&|Xy-Lehw5vVbYq)nvip)u z53<7XT>ezI^2&pp9Sj?vQvlLdDjQrSLX0wsC|MoNZ|Zq8kT^>US6 zMj;U6cO`%3zql*^_UrQ?t1a#dZ&EgltDT(j1DEjoBFku}Ds;ZDU#?OmlKRUA&xq60 z(?Tq6=IuMu%q9kpxJ!561mRy_l6~VO$*LdT$@X~v`#S)kdA8&FA1+c0d&TV8w({R` zQRvwUTCDYKHA9JLFvu~GK3~V#g`RH|`n8^KmfrYszEznbeX(6z5PGrG*wA|M`QGC% z7rPHfG;Kd#o6}_VBVBL(@umFQPlaY-UZcaCaiZmhrP{{)(jyMWT3AUf*E z@`vyKLQdvShHLLv37ctL%pV3*u&hSPdMc^Vld4hiI{=sx0Y8}N3D1~WsdFV&sphNb z*mrVtMFV@;c!Q#5h7^iQ=o5q->aeIbYqV4r_cQcsTY!TVHBCOWY~vv z&6wy^t9+l;f@&>YDWgbGDqFIcx`gDEiu32UPJ10MK2A``jw2nfN(F${mJX$NftBXd zn=k458?L;9nij{Q3$g)8=os29cM(-F;LN7A22g z)m{2g|4L_J=+^Q*{sJmcA>Ey$+~t5}f?_iTwpD?NKI@1NA zjZ=xmxmV~!((Hr%UX>I+D4=GlBTO-$zZDwcYu>3emo(pbTYbMtyEnl2dhwTP$NMbB;3)lD3CAK+*0r*J(Q^{U zmvFu=sT6YoJiPZKTU>ntm?i?SSYHh4E3L2IhS+n^3IM7v^hx~&YCeDQN-IXfR?Upl zWFlHIA?CJ~z{%MNFD+#O-FdUwD16qzMI?XuUhppZv{aa|dd>HVF`RTx5_>wDoOol# zgYpAfl>82&7J4p(4!3z%K=t|63oJ@gYL55Eh|3pF+0Ll>3BiPTt_^tXGO-*g{w}3*DqQ};Ijt@%T?T_C*P_iv#iZ*e**N}@Eb+7yuF6&se zbOoU6afS*Lb2IY9e>v~<+DK(i4si?5kMT&v2ogNIn?Ff_fWo)YE!p^AnaDO_rPPIF~>QB-% z!N>2Yy$%CT;%mM!P--0Wl93U!vVD}Ps?{k_b3FWvf9a_C=9czhnmz^S+NCu2Y4S1m1i1 zn>jU7^Qnm7_n7+<+cLxnVBKwd7Gmb3yBeBaxDT>P98JuNbew2D)`h4rQdeqw0QdV<8J0n*uyRpO>+GbO?#9hN-+ec`@ z4+3LPFHQXT>L}Ast=+2v3)+et13jWc41*M-Fiyk5(wRRCQY=OsBl1w_-#~003vUG; zF0tn=njhC|8w!irWJQ0Q8|C~+ZnD#wX3y)D|D5doc3rPt&Zh7K|M2h7H^VNO2y~v( zQj9)XKQY7W*9XSl&MR-iV5_7I3^Hbfu-T)}uR>G@uEI7C$u{r3Kf@k+Di!^bF1@5d z{jtHq%NOWCKvss_be7FZ%_%tt(Q8L9=D^SdiR_opmFHK<+j1FBH+lfYq*EP9#Tu>& zVehZ^`YR+N`ahmu3VmAK!Yd%ZYq!EzeJ4FQlHTINM|>o8^gfAfZU9k{?6$q=S8F#B z79lKTFtaCu;gB3*AGB=X&zsIQlt!O)6cip7d<#eTltO}V4!ZpWwZIG+?BfK4G2Qbe zd$FQyfnpk}poD%CqIFPaix#y*2}_}bW~v20C^J#bki8Z2Q&r{@3g=~?0x;zS=PG-d z077qthxQ!O)egwB3NuLKGGl-d8&P6HIgzG@7}}{wOR6Yq@hFU8l$~FcLr#=aSCq?q z)cy0Q2UO7>;?Z7)(LR3BemT((4PmT`(O))QH-OsJC(&Yuru*U6_uw%;1C(WF$gpd) zvr9{WS7prenHUi)Q`IT$x(;c`nc-6q!*I0I%S`ZeIdwF7T*uAV)nx0LvH`eeK8L}( zN;YrW;=I_^1tX0c^eJ(?Md$ljbI(8r_Ax?-_I>4$Q7gV0TU$jP$6LZ8Ql+#U>zD?1 zI59g#*nl4`Tf&}AJSP<#Pe`dBl$0@l(_}KO#Zc6olTCIByL%xw93-aGjeekM;8TKT z1IT4RvJ*c${1eRlnrU~tt>Y2%p&y_&!p+``GP^aotPN5*N!~YYX4R6kWW$G&Pq>Vt z?>kPgWv1vcj7e4Eo@+Hw77c;*Dm@yY>%lS!WtKg)#=P>=zPz70ExqbcW11{RA+^{L)m9}utBvd1=H9hfnJ zV}qbf!(GYXXkqN1QUB6z*fNDMcGnPBgy?!@C<)0Y3~5PQsW=Y?8`)(Fgi6gjq=}vZ zCH0K+y>p(UJm$Rh*w`F?c!K&pNjbaqB6lo%O67?>Q=XTS9#$lURyx|_Y8MU5wI1_w z`e?^NlPLUwdnbx}8DflS+7;&%X6|rtA**F~%2+rmZx}FJ12zw}4EP3nOl^RQ(E5NI z@FX^SWjlLpfT8swxqdSFK83WK6`!&l`SYFpWC@Nwu z4<&;o0m;-9LSs_1Bu&oMKc~lnC33gGirPB~?84+lic)B9$(~ATjbTu|hr>7Qe6bOq zH(eExU3Tw~Y3LPM@rO<>V08!$*&3c*;%Vijm)*E-sHk z9HyY1j)0We%JfQqw(-cg4lRZfG3eEhTTM4wiUglhb@INy zd65+6jqzNcX|-6=|5$sv*IVO5PV*qwckfjgei66VLow!s0@434oK5KB0mxh!*p%2*Cai(LQ zteV@?-Ru0NYpCA~>{d2_%L*O8k!8%m;(I=N8FF-&6!ysZ+8j6?@MCM-TF`n-B9E6BhF^os)3|c9xUYI>z^w1JVaUkNwS`(y!sxh$MHtF~Sek7*N{E z9kIIi@BnCm%i-C(ap%1|n@M7T569ziJ?Dt;Wd)NYRLrkJMgvG93e}y$dY}?~FdEc| zdI1a5H`8jfq_#Ww*Xd>OS;%_W-S3|sB}L~G`eS@cj$^(Zfd!0=gd9uDRn-v$FPg1J zr90mim|7c(JWxcKvBE-rayn3C7l6Z1xhsc;B8no`JPtGgA1Low_8oEJ1)xlcsU$ku z$DTLq2<)=Vfx4=wv6B;EYnJr(Z-D!R4nc*rA9SC24pJX!bFrJM#z*P*uz8Fi0wF4P zen2EEeX?WJI~J_+uAwO*k3jLzig&8QYQ<9Pk!o1<*gte@lc=hMWgx%=nQGO8?+Ix) zb*f-LO6rNjyIz!_WggFO(ojtyu6~!ry$1^I!_dU!XGDbsB#t!WwIhLRFr=j=M9_Hl zFi-`DbszueTHg7Ewp^WyHN;z@%`h*;cY7tb{A84&)P7QuL_#DzCIu{T*pq zY*rkGmJ~j&4LR{ejpUz)5)1ixA>yhUnJ2jEYI}5w6x-U>D#|(R5ac!sLXAME#WWtv zRymFg;A~Co;16ND-*e*~=U4O#AmZSXp48&hba$qaqE{#$d}~>hDApt{i3DX zHjFqyS9ndmG*l=cVYOOiW+#JS@{3dE_qxFs3;Lyrr~qhC4X;0|25=cvW$Rvk{ga@0 z==;IL(Adq@ZGt&K@cklz-66fEC)$laJYxq`RA-%PQeQ2C@~3l$Hq5DLd|S2jj}=yd zwtI-M>ydX{8IX-fiwi9TO5Ul8JIKA!p}`_P?Yz9U{r9@m%zAlg9of$~-?|*jkuGkB zrUlX5Cm@oj)Xp^MXXTrf2U0bF^y;9J_tha!^lA?QB1wtt-c760y3ciO=s`$e_SVp} zVrFn1tAJ{0_DqAVoy_G*x%k^|b9|mTyUT_3FLd4d3}+pQ`;8wr#^aSg{M_onAsYFb za$8hSQ~f2(R8VDpwRCBPJb*Ok~>B=Z|0?z}34$q3P6b zPgiHQtMwz!55z=8h3BYj%fUzIy;|u>#>^;#8uH}Q4D`xujsf5^*IU1ueqpZKH&#qq z(brJJJLQYJb(;#YPn_}WOv09UB?@M`|H(r4Z%hq;p78s}+t!~moU@t;{z$noCi^_0 zJm>D!?+vIX$j!y;v!h4dp(8i8i~p_{JLk%S<6u`oyR{A(NUZ%N)!M$LMePUqDV2`& zDkf`aIWJ+@9Y(b~g>E+|6Qp)|TTB(g$V-V=27BG*4ds z-hkTbHlurc^?2)wXtUXnc!$@*Cx9D)Y^$%N>{fz`#Q-jFrHS|AUqP$SN<% zA>vi909&t+=r__^^Uf6RVVqrIw-04_|DN#s=i64e%z3yRRfN2F1i~;v$uA;NABHr< zM9rGcArNk!_S*dxzlGX&gCjL@s15x@0O=fBLrg2__8KT7CPQOUh%q8v_lqLU{2YG( zmUNwh#cqXYOQsN1Gs>)fg!EA;T@7B*uO4NRquHyx%p9eqAcbXT zRZR$CSrr5ikm2YGFh`m+D^d`l`0QAfA0nV;ozbjbbTnm9h1OI0gZV)BB|w;2qAq^4()Q8nVYjv{oWN~t<%@bzmit5TuFL#-09 z`f!Ggehn29uB0%#RkX5Rhl8m?3(Z)yIc!ts2P6|lM6qXpHU+C0H?h+QcD6zIEf8UeHNDT9QpYWFj-&5V#J3-uBkW-vFT} z0UKEhiV8NO@Uov#g%IJv{5Wu|HMWf~@640$MS=lAPpN;?7nBWiLhFM*OluDOJ0O9&<#Gl1{tig+CY>$qx8U?~k=)U)nW{ek>8`~6Ux1`rV&QnU*`eI% z9)UY({#dPXX|z0`OM2;egTaja$H05pldb^DCnr6l#X!7;Tc!89IuGOFjX_=nK@5fw zBAzt4h($L>D@**CF6sB#sEDQSfZ;v!la!VTm4y8Y^u7e>P~ zXV2YFqsQ#V#Q4rq_gZu)?Hy)}b+m2abIKFhdtdH)v0z&itwa03%LyFM%Lys)F#UCZ z1EijsfuYY$!fn9u?|~5_qlI9U47253fBUo~+`+i>w&h3s9843L%3P=EtGcg{a+N9^ zUg|sLAusg1NB3LUBO?|u@>7+&wmNd;Bx)PWekng2za)Ix`}n$CE0Dl@er2Jb5#QZ-tJH zyk@^z5~&HQFYkFTxv7U{E`4BoP@ARg&SL1dI^nNC5YYC z$s0V2y?!PWMOIkWZ-2@Vrd;km1;N=x&j0MEDCMR(}3bHf*bDPyt4)3_k&)E&*Z+olDZG`rfhcRb~GFlyTc)??Ph6{5=%_t?cK zQj;m#?c!i;_tooOd8v*elm=5o7KH3=nPN)^q)$*@MJAwOIYwJ6eH(WR zy60N_V=)eacXuj(AfHj8qjOH0Y^%#Th9a*62_S=5vn(%M^SJf$a~B#t>vB)x8$@RjZo(W& zZI!0*8Ns?lKMe{Z!1K@B;qb_tdodkuLaUr?j44>;->aJY(oNM|+r+%s>=iQ94 zo?R3@HbdPZ6Jvs3{~ihKjg>f^OF}mWK7rx5(-&cY00aIn`nEsq^<&xCe4e;puDX+! zd)!S6^5I~hPGh+gCMT<*&=<35GI$_N8Bp?jD3IzV6!@zt<#o?Jq}L8`(}EK2BK<1z zkKw<63rNVE2-U6#_4x=*D#stE5o2u*)EEtg6VaeEh?Wn!ZVRI(>Yz5oV&*_0na!a; z#I%+ksR7iuvS9(QAPp5Eiz3iTd3)J#KR*ikQiQt0lmxAx$oPt>IL0m+VJx^Qmn{-i zr>l23VFJ4bvH-(69uTWzT}lB z9SvFZZ7b57kOCUo)dAi*cE?%Lpgy zw=ui2fleNJE}u$FO#tKOd87wP1&>&Am_0EHlFnh0XjV_AERXA6Mbl05^mM6#ekqH2 zbM1bhVkVrPT*iig;-V#SZwmdcf`6D(sRjcjJ|W#JH)_y{4blT-6WZQWNi;+$XJyi> zT)U&pIOP${s$RIPG(fs7acE>0I}5H2jy#Ae!nSzIM^hA3Karpv3(aU(S4q{Rh@|~S6JvYiojyDb<8m7*TGiK(1{HuL93CYWn>Qtm@n z!Ud$vS*%KW7LzEjz)0OKG&O)q#`z-1LqdVw2*R_OJ%&sz+D^-^R({&XD`%CVpc3u9 z$`BaCCIzLZXI2yhsdjUTu)da{=y}xFW}bv+yI`AlcqVH=l?cxgWm!$Wp&dYJ+DBH? zQrwabat#5|SU?o)I-LBJ3Tl^DL{llMg^xK?;l7!)Eh#T@u1T=*Vg;PpiKfXeZkpFs zN=)q7EuEI%9E#B+NRP1ML=bf|5Q8&QVNA%#Pf=OX&sjLh&(dmXdCX|)n8Tx@YrqXH z^pqJ;iRQDHU012HYGX+zVi)m;wtMA=5gT__6xh#JyNKk3X2}xZaYw5E=cN%$|04gE z3kkV(>z__a$P&5Ggqv8PdY8N0n`GwO4{)`aHj!he!~|94MHxBld$ zgh!*Kr{cY%J7z^hNzw?ab1p;wM)PdAnbid=;(GVrtxMfL$uK{0S6HDBAPag1b43mg zxyfGp_;;M$`g3W---rqDzn+xvz~=z-$d6v6t{{pGTDU%dlPrRfJcJg$=ii>{3`^Z$ zK!g%a|8-KT|G)O6^ykDBY&+le?-5h{FJdZv^4$OTlTv8Q*oU5dsh;SiHff75sc%DT zUr23TM^en2Ki=b|*GaiU3QKUNd`UIU_rqS!m>ZA6>N&qV%t-mA0chov#ZK#Z1GFOg z2y@i)O$sAwtag=l*1ey*6HtDYw@+m+Tb%iZi*IrqtBf)a|58zZ>llfMBa;mmuVki1 zFOSn1w9cF-KT07o>(E4!k8<&G30jYA$!EW6G}Gj#&(NDHD;FZY`9BYMOI3TlC`Jl! z91qxn)2j)43VpMz^KZ{Li;!xS9FHZ8_3zQ#%Q%w&>qc-0u2atmRzJgQwe^UPfA{5; zo;23`F=g>9D}0fSbgZ)!-=jRnW0%e{+MmjDB{(IhtTHmM%!x=9kyqbx$WnM`O_H-WTJp z2JAPWHV1sJqmxN1wzZE4?2MmZ#spAGQnTfF?T|HsH7a`im zWzO2wwQ*3}7wZqlCNq(UB^dVFW;;0xW{k+-p50+Ef=*mJBM{PRj?AW zC67MlQds=;YA1z(CXcI&&^N}Zcj&l@w*Bd-c$xGNFGrGg&WTPcmBA+W$b|hE7JAw& zto!PZ<`wuJrtWFG3x9K0Jsi@dA~*Yh-N^aXCRv_RY%c0-?#1VFF5JS?ltJ@Uc%G{h z;iDQUS}gH=K1VLLk2two+JJ!a%ta+pc6E)(EQd~Y9&1(w)4RkK)+O{TEY9+SB+285 z8545=6!MJjg?{yEx(#m2-Y8?-ywgv~m9B(z_)*q|U#cX->^tSbw;Rfr^Qg z-qiKG)clhMfiE{81-~tRb9Bm!LEip#bQ&yGoD*evv-$V&B(GH1Ry_M_wWFou7<(?U z9kQN(7*ERk#?r9nAh34%{^h)vSyRA)l9+8jSyrCTf-@jR!_0(f% zW+nK2JE`+$Wfp``HP1-5@tq>MfBLWOq=YMUf6AlH;e!to3l{i0#Znr$b-Y)8i*4d{ zo88jFKbb}7p3ZP7SN=Q_vbdZ71;ao8mEgpZ#ufn*@PGQv9?4&PvjTg3t|Jt6cEq2w zw?k82f4izJx32U3XN^*N?@H|%o_AxPT}zK^ei+a%e!o6?{?bzyPf9k0@n!vJM^&1e z?YF(vpbsWDGq9#Fjd&GekJN5d;=}n>Z@)>jl?o=3(UH&5O-7?gDfwMJ=qoWm3j_XZ zQN-xsA4AKj|MPz@~I6y`_d9Dx?Cfg|#k4S00l`@Ci+ zOz#0*E6c*AZi-b?|8!FNS7JJk(58yi6^}$4M(X=T8d5p=Wkt%QyFC!mQ_KWCu(8<# z+el5S^+6m}f%fuiq_h|_$hst^O98X42cEE3Q-W-WKpR3I${lM#Dd=l(WgMp@I2~^2 zNh;Y+$Hh*8>Dosj&`(>xGzxE3H`dONB~v$vLOp{Ja^P)@+ZlOpB~q;1wgVnlWW|sS zrU`79YHf+;Z_%+omL!Lob!@|*+6tEEM1#p~z@5IV8Pqtd8rSfcIx?%u4fPg1p(q2< zr4#Y!7?gvDLLP`KQc0HqBðg+SrOU|^|;Z&9g`kOQ~}0U8kEvO!76!X;C?*z4C2 zkV@v7dFu8q_6|;|^C>PgD?L%B;1QcXUj)tbRnUzbLRb;xLMZyqo7998N-io1SRrkl z(d-qGc!M&I_EI@DWP(BU2L~hxZ;+*zZFdcM-zyG-4M*x3>a7fL#|FwqE z_&O@lU`>!Nm7XgTO-(=#0n^musjcCPCi+ROc4;P8keP4j0jE>H2!m*>Q#4YcR~WMg zggW3_=BHkAWydU(XV4IK%J(%^!w?O=3BAr18K@(`vP*T*8)_+Lcmqw#YfQ#EFribH zLWI3J${yNl-g``HTFH1U!al+2DF2$2(JKqeoN3rf86YGLJT!@42-YJ?f`E{u9T{?+ z@wc(^RB;kr72#VVaRk_sq33ilQ?VL2_Eo38J?l(`!jgGs2BoKDpNt2R9h*nB8qW}eqQStTav45 z=+O&>+NYhE=Mq88@e3bY7Z9-03X`KcOOdAOHZiysvZtgY3Rbq5xT6IrL`53U=6z@O z+_bX-k7{&<5k+`J;VBqKfKk{7s}$%$7zeqaS$Xj*S$E0xXH=N>cOWyUlu39T;1IB7 zqvcALWHO~|pAj|1Wm~S2LqZO%If;eEif*&<*ed^mrdLo=iKv1WUAMQ#g-=)?v@3d0 z9hQ*nAezA7g;^;e7PuNKw+ zK#NNA;jON%rl+5yRx>40UB5+MS@h!=epkn)EBSuZ$;kHo0H3~i%FOprGxgx5*um5n zw-+3N13i1ejp_+(3slEw_`P6FtO8rPs1*~p8K)D^YsxrNW2tWe_LYT#r^mz$*Cm6H z{n83}jQicZERH9Y^8(gljuv0Zlv1|9yejx!A59y`3kPcMF{`M~U)6mh!@`bHV-6f0 z8J(2fdgpAh8>SMz+*h!{cffV1hQv3(E*sKrmLxc5#J}E9=JtL*7DRjXDWl92@x2$< zcXT&t674{NznL7F9c!f?mQ(cxJQnpTK+7c~21wBV?A&*@OeQfDA*<`sCvC(QfvRbRRb17E3y!1X9I_v}$CL$|gC z*v`__z9?Ochktn!5X`cxGDJ2IDT1v%H&{98W-Lp#+ z>Y5c4LT2$@!0$0?9pA2ZtCt<7`yyZ z6GD6>B9hyIK(Bxq=-AV=6yE3`0-2BW1)UL9l{Q$(E+9*#2WSOu>G^J^96+s>V&Rd1R?7g1N_Rl9o2Gtgb#a3EFpexqieK=ozBz zugLp;6U~UxmjjQj^V}O{3vUhl1l0Ap?iJUe$sUi%2DPNT7dL|HO?vWdOXJ|-($(_$=#v-U-X8>CUHx|JUe~M4=XAvj9b?&KXXy{0r&gIk zbxG)xG-U9y+6OUuY&0pa2|C>$ldRwJW}pg27<>(*3k-<4jzhi~%03F0lY&T0=)5r# zu5euul_fk}Nz|92O$#54c7Cdzs{b zWN<}Ao(d25i#tFxG@gemXsGN4p7x5hp;Yzlns zB1qoMEV-`r4*LG4aWys099Uj@quY7dpQBuk=6h_4C$QN~-9{34I{bzR`O|3L?A)_q z_*Sk1#^6p<-}Ho>3egy-h0LoSTsEmauGF4ps2kudx{q|xnqJl3B>tmuMYo=$zkB5S z=BxAl@1+ao*#6mDCq*{<>6wQHtJFcOgw}m&Y1c9RCqG=OmemPZWQUxPtVNFo&+J5G zj^1{7Hqj>9#_7_QTjJ0dIyQYuF?d*9$?lfMI5fkbD5l@u3w{|!|DsQp>`l;Q3vIRi zLv>+w`#COLa-c9l;3iq%mOQtJGQfh_;Bbypw+-^QvXzIZD$pQ zI=#FNZvq)J;iL!q3T^)>6z|B_7mHGp?B@N7Ptgv-J|sfEM$VNbhnoi3A_$D23>5jj zY$bVa)WhN9ZSV-&!GElm&1HhZ3>ZQxFX|xnAlTEx!!Vk|-PY%(Mb#A@I3FE+9vwmz z6DA%LVHgwT7ZZ~c6W0}!Fdvh2eIAoS6`Lj=TUqWLH}n9j+NW&*%Fp6plPW725qqV; zJus-bB<~tr9VCi~F5HY=pCbQ`V=_^$mgY@WiS$f5q?^E}zdlyF4bjnFvA+L=%!W+r zEna+%vV2*L5MQSntW;^Rg7&RAj0|mI-)0LC4O7C3e|Bd52wz{XD&a#62#m|v@8`W{ z#k!s9asi~ahFf>7DN|3zDR?JwVX@$)nj(})*Se&80d~u!@l`Dbml)CE^28<}X53bb zLEoK_3pB$jbK`qh7GZwn5bKYlSAlK1Rt}s4AVl#Ej;SQ~!=uaq>Uk@SxhtSv5w<5t zPaY161U)9+EU|WR!SU;3w&kf*7~FyJl$;rXQl*qU4U_G~pdDE(H4f!WCxIZaQX^PO zE;e;V(R{v*w;7F?iZNEQF^lchBN>oPw&J2#r&>p-e%X?0QPN=b2Rh2rqxDtLZ)7Bt zxjmIK&xV2)r&aTqwes1re0t@2j`RsZYU|t9gHu^fcph$6N+f0O{wieeSt-=3q*Eot z>~-`4ziAh2!OXo3Um6;`1zI>QBtu#=>6w*QL5vTkQKe@n;#4rLr(O*;8E&P|+%&7& zWNy>3r)gjA0a|ks4H`Q}(w-&kMjCzrI;rC16Q-(eiWIbQ8ky({OoAxbPg5$7dH1{G z${ZE4FUT~m7sRA$_4TWCwaX!2kMe@_EoP3{+$ca#R3IQi4m6L345Z?M8-3WW`bg|`61Jh4TD!@u~a5fLCEkF#pCap=DWc9#V}nH zY&)2%I31pz(CN5zUhaTimNt4)LaIr_8U?D5}g3c2C7YH{W4*yOpLC6V3EA-#dN z#JVHEqA_T}ZbejeRI@vq=oxGU6Pz z-F020akZegwi<&`ios5x;Jy+xF|)M0=7qOnSRDW-A~m@O1h1klSIvONfxee(jCz?K z8rGI|at->`Jty}C_$#9(tcI$p+iXi;jA(U1%9c0_hg(8pyV8qQWB-dSs>`OYG>?y9 zk57yrpFMnhp7;2&=W+C3SofD4<1abJ|F9h6-@&>&3^#I&Us(4A?;o)acw+L8ST}z} zfg|w4Y4IiKm62SNUEo#o)u_zLqtYSUOU{iZuSKGA^KW6_7!JS*jwd3+2Bd9m8(eNa zFGY~pTkP4`@}EQSk(0OvVwBE`Z+Oook!g3u1#&+9vQjk>Y$t~8*rv!5zY=1~)C{o@1_|JYS2(r;bv?YM3aoz zS{`*IoRKw6CGv0xZ7;^UOGn^io0Vr(J+}LenHo?XHKsBzzArpVGFXAe{rrj7o_fN! zQ#*vBl38hk5Jk%JI&R36wbrR`0OAfXs$U=B?RM;ecTO^WWoA{Or&g@Itr0B?l_z$GX#4zTH&mU0r9(cOz?l$6yV<&wH7_KnE0+ z&z}SfF9&F0bt9$`_uXR&N#Z1V&WnD$@?_s%YS5F4Z|Sv5&HT`DFV1i2gY-&EN}kXv znVBOnV0iXXjL?=rGt#UAdxM)q*A?z>Xh0xl8B}g z^7=?d_^z9{Ob^1{${_OQn_@1x4%sc)(r5JZF)R7^&L?@(n^v;a?k5Q&Dv=Xmu$f_yiI5WOG$hYWz0S*?Zm0Kt#jNRB#dwa~ORAuh*f&29} zp>2`Q&Y|*C^*Sm7#peaoRyk^0&gTCKImZ7n))8nvs1IS6{TR1Z+4n){h|iQcwQT!= z%Mn-etIR0-^7pUpBS?n}p75E|cdliviF~?$PX}=A*k$GxkrETl&H-EOQj2PD)M1qp zCwiJXvH^2?ms$|Zg8e=vLW#LV*}+5!=x?5~Tv}4AuGHXSYFK@lCpoF!f@_{Rcm`HwSTcVUq>Nkn0d>)OYuBlN|@I4zS~6dJpw6 z+Brxyz)916BCV)Lk4tdpj*WeSZpSl^OiHy)yLZ-yA6OVUm@e$Cd{@R=*pFWb!56?b z0tPvo*kdvGWX#|6-v1@iDELF9LHt^;%*Xq-(zx~0Psl&8j^P*9^&#GTeY=Yvm(FtY z5^((Bb5N`BPgN-#MLM{;p)R-kbPI~DD?E4*_azScr#cVkJp}aog31lRXiP8~ zTiCTVlvhcNR>+bqJ%A#|vzvwO-ZrQG6a`jS=q;SEJOz)aSx)R%)>ga^3tgKQ^CNrb{?Pyb1nV*kW3&8X3)-BM=bf;&R6b+0 zhp}9yaP&!ZTpVW{s;Gch)~=?#>cvA)J%GGphqia8QjMQ;bZVS(nD%3PmvMlce!rqL z3wgf{pA=lWR{=SCWKDGL?6Khh!=k#c=wBcXYsPgT%1CG;}ki1MsS`|t_ zWstSRRsrk?Vjf_V#!_DFVC6u%$3Pj(cth<3vM*HmK|e z;x(9^pF(6L-P3S9Y~89AC(do3WQ6Oi57xRqw=#22xdT)% zmQNKZBdwod6{G-Np==V3XdKA$vOFIgW-5qBD0S5Wy{LughjP2u3gc4V^V!$x@- z8T|SgtcUrC;|Nup_}1%VUc+@c@oBX!y;QRau~}+cGj|GTrp5RS{o7nJnF@GhsJy-q zXxRu8&};fkLF`HdO{E7~_Ee9}7W-@^cN1vdIWNc~r+q7C=VO)0%muZO6{Xk!Dl7wrC6Ku-Q^tqED&`p1(d!ULl9L;23;jC!Q zVTh9>51|slqA8fP%p*E6Ep2_ zrBukPn6KB+=*SWFRiO`kP#G@5nIMXjIOGMJ1XZ1N4;S5REq^L}392z%N(**y(S4}J zwAk} z{gxOZ=|5;REMJBEk$Fu0m3bt1fGhZ~na5um4I)dDf5|+`$+2l95)hMy`0L!73WEW; z3#oMfyP3y7(`exQ*D{X;|4!yn6zf0CJd*#fnMa&I%RJusEAtrlJTIc*(f-j8;2Cdj zmK);#y38X%NY@G;_l*iM{+>+w8it2Ief8H+)~4F+2d}nDWUo#)lG8!{Ti3DX$Lkrz z_fz-8vdt?t3fx{?tQB(aU#OshzR)jrwBbpP(*#UUT0eO!)%~^g;Krp+QK1}dVKOL#6Z6#MBu2}=Xgl6v1J3GxjbG~^5$F)X-nU)Rw9hS-=NVb!I> zAt?{PUnMvEq%3`h-13|$WB4}D!c%&Pfbn?%u+oG}S|*y)*LSI?Un>rTbX*kL z+X)YlYT^YoaDCE~Vgb@-sWTxU=9sGfl(7vinFdq|B{eQN7WJoFpo~2AyGYo`%mWP# z&k>LauqD*YR#+8s8z|Am4$yZG)>*%UVaZV5X%t}3W+mR1qhe04i4a4bSkUZk$WgVh zaj6P1&IuYwezP$U{hIf?9~W zCg#-xfopf0N$%KT`o8U3Qf+yr;Fxw?c~{{auHWR+CZE%r*NVhR##+6~luZx3FMHI7 z9-F094~-ehF&U`9`R&Pz0}Wj}0k0Ak#$5HsEBNlCB$eY%;n(k!gWEz4n2SsM!n!@E zHxpVuu)(D`9=>{y z@@0;QATG@iHiyD{quI1aq(KF@V!5;{$MMVQzb`1I>_{dvP35hHE$(Fb0;>4=tcugO zb$fC^Ss{1rlS6k#anTu0Wjulh=*)nj1zGE|sZjiiGGxBpbcHqtM4(J{_KQ7?rj@*~ zXze{$(6<~nm_snmL|v1ye#ZA)?Pe8Ldlrp>8G7C6#z7Gs(o+2itRKYthHQ(Jg`Eaw3 zrKVy=m23^oxmYW_A6ZL6^CFoeFzX;z>W^8(r)6!03_5|-sn@-tU2643SPQ6;kAs>D zk}Z2vF~={ySPfP)qYc(BV+PL1?>(Go;XiC%8gyZKB6Z7@X9oX*{fnb;%VULuy#nq5 zY-6{|)LbVr0~LkDLehAe@*Sdii7LcI(sJ@-(8M_ zYhzEJ$iFKj4X!s?cG)n@&m(gSA8L`k_%F?ihwRX)w zteX-b=dMG2`<*`=qAwuI_a6=cyyZcaT?h$yxx}ydBdgLc=f=VtwxXGR_wATp@kf{C z68YB{SWV#Apc+|e(f2n(@>Nt%DK$OarK^!*)_VOEO@Chd{2Eklzp`z zmTy`|o6DTv^M1WP)?2nyQL!AgOe#@N!r$YMT`zJy#R_fz7Jm%-J^o1Y1Km%W6Z3#8 zf%-c)<;dg1Kpl2PjLPs$jqF`??#b_?!;__&D?w7l7Txb0iWn2RM@;WDpa-PO-+!?- zKmL7mSX6+He)FiD_{YJiS;5l1qrGR=W5>c9t~)b$`=+@X*LjoHUsY~;WDm#w=#klq zJ3h0QYQFRg(9j%#e>BTpH@Z%x;JVgXRc7T4Cz}!D{s8w+-vX)j3h1o-Ed@#UCK$g9 zM)`XRG8h9C4^t+mlBC=g6ysn^_(mZzN7X148u)}+>Ko}FO)`Z!&?XM`m9HlrhW~?m zz>Rie+?(pQVbDye@V#=^2>S?R4jWmih00A!?B8S_b0UqqB2DKb&CmZ;g;>PyXlLkC z!OpiHuKK{nQ9IlsTGtVyWUU@9N4yTAn~2i$c6_i6A!SpLL)ZZzARlqaxJnJnBOHx96=el>e7GXfZ|PSeZZ)%Ac4$f zjKXuKMV{c}8g*MAEi@}vzKAs%Lft6>?Q7>PC}ZwQvkKd^t^`rjU}z9}^fzvK;dZ$} zFZ4$W(d{-X6bg~FhRViCy<3S6=ah2Ek{)VH7^LEFj8q6T3});ThT1D{0M%@-+mu*u zayQ}XaVWztIt&BM(D-nh_%Jo1-n2n+4H7mMbC8zs1sT7v(lP@5MaM1L5ZW~WyW&Jk z9hz|BnthwdoV1DQ^M$E)XNa#G(r(D%t;*77rgGvL5wxllAsjvq$=+j51Y$|k9#e03 zA#Q{e4izxR+AIbub;$^x+h``^m6(ADRdZaba-eQ}C=X(o%N)W)o1rRD2~85`W*sZAo+S*u`E0Q@J?(GvkzoVTzu1`_%Mb zyM2yoB|~QX@7hy2A4MDV7cb#3`ul?}-A$6kv#E!nuaL#ejwv8Gaw$CbZgm;aoMLJj zX}b!PiW^7*7Qxn)l8)d=r-swAtFv0C@V1a{xRWNV#?B%n8Ttyn&w@k5L>f;edTT{& zI^tYX6%et=@pP*$kxIH*TPi@g{&C?C%1m1<>JmfIH-07Y)z%T6O0{i4>?80PoGQw^ zQZHh%&_kc3LDNhxAtWZzuwQ~yFIzZHnmtU>*SLD$&_;)vyI|v@M&}etO)PpqDQ0@< zm{nfkX!zeB+WM#F*k3Zjx<8>P+&`lzz+V*g{|Sn!;ku!yIFTC}VQTW7i&ba+FJzmt zzf)8IN2hv9`at)j@Cy5hdh*+c(>F^3{AH^Z{||d_{nqxsujv+tLMb6ZTP#3uPjL6( z1lQv3PH}e$1b4U6;>9Ysl;Ymf7MIc%w@QZgyY`wjd)A!UbIv|;%~^lJ=ePHDJ)hU} z+&52$$W~E#F-l1%#BFaq>ls`7Fl{?D@XL9NM&ReT-}5n1v9IRQUvccDRVP(%Q`F*f z?4Y+jLVfIEfC z=_IOHV0BX*6S-8ij$W3>z1TO?q*rKGkCtB&Mw?AB0*n$jaRu`3i@H11WiEtq3RCR| zyMfV+^d_bh&?$J0f)5K+9W96zI+67dWN`!5i+)Y1exC0>6i187gF|?!R zmj^aJwfWURi_a)P6WhzHxof$GZHp^f^{J9UoRe-DA@t(STMsWa?{N}5T&nV|DYotY zSvBb^;7{ejfCB53@U3&1O^h#bd<-<&(gvgPKJsxVP8HI_%EP$j(JV;5J7L}AUEja( zcteSp@Agp0Vr+j)3$09y!n{pU*u1O}+IRP|z4(ZSpN6%+`EbRbS#!*6%Y!Dcnx(!H z;m&Vik$eKjo>77q4Ur0Loo)<$R4rR6K-Xul#dAGuVi z9gaXL1gE{*)W+8(MY>pr0VzuyyI(ul(B;Qwb(~0!Qd#iefZENZ!Uy@XOE05Iukz;H zUV;hHl@;hCL6Xo{E_OGoN>E{LE`HI$x13alBVHHNW(`Qz5H%61%uWwBmEMi}G%V6q zUwPS7>d243F10C?>&WM$Y!OiEo+MVyNF_6BPs!b(_^422<2%S`bOpZ!s zY=OtqxoXG@RzR~bEbWRrx-6l3aZ;(RGIU-o=y;9s(G|ew*CbD7FQvY?>>I9ZUfvF< zF^;1>Sowg2-e``^eKyfFn4q$j&3z~ZH3GvG~=awG;NIaI~lGan0>Y~=6F1>S9-m_+q$4* z3M{!a+Ut13b`n#*3A&=?LO`7rt~s?xI6kB%BJ#FjJY+`kc{nVWm8@A=VRWPuv#ZKZ zhwmJDlioD#WKX<|o1lOC@u> zg^AVe+{?%H;9h=If3v)I2*X*2sryKrHNm1WY_+IVbXXycbNKEEveg85(%WyV3 z?Cx7NvY`CJ?%@1Hn+FVZkKh)7idB&=;4H5$&a=em(#vZXw;8eI_uV`f9=R5nNqv$@%Gs)umqzCWS z?ahk^ltDC^5nM&aYbd zp=fM2NY%f)lJzuxr>YGj0yC20$5UWJ~TZ59-Oca`A)>_BD2_EUJE_YOK?wk z-UK&xVm;Xxs}k;_*!%4+25OXi5^f+w$N0@>$+~KOa;qVFbdq}M2&>@}aB`g`DlS>t z{q^mcG4NX&DIh2J_`K1;;LRm7Sxq3cU;e2l*sqN39@z6Avy|XvXrzHaa-YG%x>YF) z@Ruy@HfHEd6@51fF30{^iuxN+epD#CJ=X2gadt!X%Z^|&48}3eVWNDZ89`v!fx4m|&mYAK`MVr1HpQ8#|Pm8IRJ%d3T?J4n1-jP%h*4HMP z%rE9L6N_gTN4g~y7%#wEE|;L4s2C&h0Y^DW-pfJGvQin=c_O?}AuZLXZO|&b;UgbZ z16_jA(^n-%$vgtBCnV~q@pkHKwcm{&i zD~TeR9<9Q}$C(r-GbKi>VFr9OJ>GJAXlzj&EAg$f@c45ug^u7TP^3!$cG3n=mzQ{p zbTF8UP1K=9?j*}b`SETT7F%bECQx7Vsfz0Q=F4k|cPOIQMNhWV`-K7Qm{gbAY3|GV z10x~`kt}L!Gby;5m}8&?OjTUoBqks=NhTf^4bK9|QEY|y`2l(v-9LhIyc~_qFd4J^ z`pPct&rF*Xf80n$cx^&8djet%Ipo?i)J?KV-+MTl87bCvM!A4 z(kRX}J!VeY-L>^qj-HW06{1DprkRDiHFS=Wyv+9>JJGZGLvvM^H2+`70cD$#;e=gYNK$pEaA&9-YhL$Tjh-KGQ=ULxw9%6J0m zqOz+s5~xxzJi^EYADeIM%A2lenQkU*T?;c&ON?BZ5_XZWTx%Oxs*s3iIRMMa7Lj#h za$f-fv3^=6nf94&oXsr-^LtVhxJafvqqugpjwr!K9OYep0WPut>p4B8n;c5x5_tBb z4$8umMUwUNDrZ~E(C8{7TfyQzRN+bffVVCDLcF`HV8%1OyI)Yx*w~Pr#!}8uBv3z` z8R0N4CETo~FQ2*0Xsxg|R>M4yedoOFyubKMV4d-}o&SMc!K&cZkRx;_*5n^Mh-&|W zyZ?(__%Cs>Lrvqws>^Rdm&gA^T>Seg^YqHN$j$M$Jazi;Z+Qy+w>)+9w>-58 zy59cVRVuV*vs&JO%Q05z?sWlHF zi&cOTJ{j@q)OepWL%OK(TNr?yD%sSJp7Sk}=O|y>HHXnbc6ImHwtxA`mjHpi-N@!7HR-AZ*agH~C zi2RB)S!1S3G7zWNNMUg}+zjj7ldfRbmO#6r~xE(fx?bd4)^R(N$O*YE4giqs73w71-3Zr22tN4}wv!A!@c6h(U? zuIbbbMVsVT#e0iqz2rXCA*z(>cY<)epU63xme`GOQhPQfkFR?<=gFAPAmmvO_ok2D zDX#kRKq$FsAzdAOakc!eU1B@uzLLqeF1ra&(mKS9j#69)F(j zoYHOK`~GW}9q@x|JAQcM7UTYMhok(BV7KWG%ze-x^V_D^Ty}}uy*Qi+-i#u@i3j#> zb-E2-rE~k!i6k}AdhtN7!|-I8L>J9TnTBP;m|8`TjC9}pvlHtwrION5fthq)sJRSk zE#K@fGTK5R{8JZjnV{)eWA7*LB&npv7S!g7iQ8+H{!{YQKM1;5G&o-Eri0q8a5Y%qb;@fuwWZ+$@0f6Cou`##C`|86nq7fW6YXlep#W|Z$ z96$pb8#8YszD7=Hl!-CXV^9@JHhooI*=(F|QrDWIK0z2_d5q?-y7Sw8tem@rc??Ju zE@l*xU;_UDt5jySdYpQU^Hn3seICxWgd}b8q_5M)c@Xp2=s{*59bEa4+|U9hpQTOx zxIfJ(#~1LNO=;t?2GVV?J~m`6k_RmI2JfV==0}qH&>7VbE~*wwWB~^J+*wg7D^7CR zyLpP4t$HNE{{3u)lZKipZkn?xi|=lM721l5ETgCzxuws5VV@>9560TCi4*qW*vsfET1 zr40K&pqXKLDE28Di-iM$p|PI?Lz5gAz1KH)M~u*BtZfxfL5V?Mvc+t#X8m7kHi)F; zX@_R+eE;!U@-jDUAwS?%R(xk=a?|ePK(c^G<(>sIoVVwx6@!5MS^E4M&<|3wVu1&D z=UDqJX&`nUCDmkGx-_?-LogK4hrzT>8tO3|!8Je+9l7;ydB41kRMtL~h_FZh#yaGu zBn47xjoC9GZZA~G-xn%ZKT49^KNqS^R}0HX4aykic_qYOB#!@sJoQJ=6&&U0Rx7@H zAxL>CU6CbNDkwe;G$pkW^T5{~Vvv{|1Uv<)xt{7HT1})EZO!b|vtf$3(mnR6Me>I7IdU{gLZ0A+T=X94w=`P8m~SV%DH5P7m}b-&qm z6-wt93(K8T-3G(x_SBJz0%yz*V$bOMn3CLV#l`~!dVIyHpgOgNi9*Bj5WW;k0D@$c z8k_;zwKJSDl(^4FQ^n$#YonltWu7Y!Xt!k0^nt}&+cyoG+>+BD#u;;8h=gK82>3~a zMm&W;yl*LC?G+5|S5UE7g+eRiRG)O4Z1Fe!Y}EXG*9x{;a^e|=pygJXcRtj&M=Ahr zM7OTukLQYQn<09c8hpFT`dbpqdlXVA3v{OJh(Nm15c3Kez?XrqhEpzjORE2Hs&yNw zDqC%CBNbX6Bo}S@`6MGH(_(wwR`B*2s5Mv<_ANa{a$~9qD`}ax*;rtiJdFxH50IOT zDdh>6oGAb*epHavK&SVBMJE7R@>;MULTk zH7ue-CC1fEK{Uh6>*bA(ruHiL^(A18#Roj{&M>n>+SoCPRU(zD1M_g{6u)9IqhBm!_=k@mrt&Al*P*gQh_YVhJ;5?>*$)O3b=f< z^QinE`6U(1%iJfhDwdO;2Lj)(gubeBbcH;cLPtQ;mF=GFTh=nsTgZA4XXOp*W*h(= zo>~{Fdy6G!6}j7$^bru#sHxcLd3IR7AD`=1N8-3JRr$c7l@QvIHvZ zGrC4Lat?Y2U=4!IGh2llSSF&vn|ipyoKY@~AjXn`%jmA4u8mD0Y0bf$ZBv%$N4(_q zt_sU~0T=43%1C|70SSAQvZ<}~Y*|4GPqz3o1qFR;tF%f6Cs9#mtO~onT8T}OnUy-f z@uZ-7hhZ!sz)6i2mVPyLoE?DVU-ILB$&ddfKmLDGevBvGv)6Hp?fBC2ATj5w>X%Tl zy50t{A0P0Tp7l<_U$FGb41GSM%^A5Yp8nQ_Whim>uB7dILB~fjiEsVh@XR}=CAN7d zdbV`UXZFlpdF?YM=$GBA5AJg&nts61`O2zdcn1if_=RyK@d2KTu{HZ510R=jO56No zs~Ys_HgRF36NXbpw-Rxa=q(l`wU=*F5*jnZ?}{f4X?Y0(yx3yCdroGTx4!<>UK;^k zp)|0m5{ItTvaL6K#6fH7OII*d|!e8g5p(jzBF#(%^-sY8*I9Z>X~ ziHFl9+RD{~G6VOm8o&5mwUfxp;>cVrmebX8Ou%MQk37Wk!sPAB7KPNCt27>}-bsDb z=&MPa=>V^2D{Oz;aGr5?&hX>}>R0^~JC)6WbKhq#k8(1v${g$;C1?zg?i7mGe~yY` zTNsvCZu`6(7tVf2bbe^1bjFpIL>*-NBa|hRw%U zUBT=6mU>Ou#56Q4)~aG*{rIX7$LUC6!@Ib>!zXKt`4E{>SlR~_R>)SKE=+OJ!X6U_ zF5;(UeXFRsR31ZTDc(%;nf5TI(a(zk>Yur@-IPLSbgQ0nkt9(Om46}M8^HJCDw>MU zc!9dkfU0N}Cm304r7petj7)^Ec_sTZ;rE%j&beH)77^Xgs7%V=PQnai#^2R{eYkRh zxG*Xn&AnjmSssl0Hm@$qkp28~qX+CV6JFO5m=lKE9*b4=>ENjR^-HrDCAin*@JnUs zkjI1O8*OXG;`P1IP&^qG4m;aIM_4{dC0t#}SxvpJ=GCoLrE`u#ps%9N?k1^FygWLDV)4ZUelzG+=F zsGs38UDb@W@b3V*Iht#6WXn>pnx(0wwcu}&+Rd?XY;fbV+A(m7upCTSvd1wDD?pU2 zBi|0zrj;KQ8Zfrki|Rv25><)l(HVoEYHo2L9o81Y>nJ0YSUyWHb=B2_CA#mTOSM4~ zTq-@a$`_JKj_`^dd}qofqG9b@D;zn698cks8ojr9J#$-3%y^}r*B zOgg?A;I5r%3Q3mgD?$s-qRX{F8lz#cMVl+q(fTXCqj3)8dYZcYOz{u581bj}hP&-m z&=@kby#GW+Jb~2+=T|2Fjn)k_68X0B>OdC$Bc<8fqRyh&wjRcQgG=s!fg@w4g5VdR3#5us}(p`X#}e zEk0t^7iH)WfA@HzAQd*Oa(7EF>~!HA*zv@9Ww@Rm5^@m5=2)@|x^I5G0MKdEm&COXHSMQ7k4GGM7YtQrFij$5;`P!a+`8*opD}_(Tj94h#H1LIyyg z)AsNz10B4|8Sm32I0Z!}&)pk*nvIe4I)^Y2^hc$fB5RU1-H~kPb(;F(k4brP_12_} zo96wXr}Ki5c|o27RqQljdKdbXV1JDp@?c72#D>2uiw0cmNsQS5x=nK#hhe`>%Ai~v z2-l%gUEPYPkI7$LkK4OMWsRHOUA0@T2lXGW$54Vp8+D58Mft*CT#sUmk8Bjc#&3U2 z$}OjEaDvarqQud^xgMWpZn++m`cT%V`AhXCypfCR6ci^%NBgqVR19eUHbf3-%QG0&@ zKEQrG{*jb(zU%9pIHU@CwgPk~e26Q+OG}e5C4X8&zI(O2puK>1mjLmAC?zcZzZf3| zwRGLb;Xy*m^xh1bwYru-sav7)ofbX-I)gFr%F{nHHp4JsZaY3ZHzB_>p>R2&_$r~4 zGO=7ZvC=THIv}w&H?h7m@yT-H)2qZL%A^+Iq{<4{Qir7C01agYtwIbp5u_7?9cVKu zX?s25n?C!YJ(QFwT1ngZ6|1BrN@Z*jwBc=^DkJb2mj)B+Oj_w;U8W$x2Qd+p)@XCA zv_$}X?Vm;`f4~<7#MpDS$)xGUF~%r==>!~NOW*Qw8f4PsVo5%p@rg!&6@jjoqar_} z?6FRjItF#s04~33NniRR%pp{_qo4>9`Wy^421U4F!A|kS0WQWakdq9M@|#iuXPFc;QlG03c5RZmwi0$5HY9`kb_2OSBE6RDR3VN9X zOd>PWwUhoT4?G-N!BBj<+v9mn$F$a+=rQVUkhOw#S{x z|43=M=N(9BCoa8_&!Q^_oy}0Nb2O1xwQixu_%ghIhw<8|5#*`we%JgC>rwR00?15oz z)GWAGzpzr~1wnqgJWJ(t+^b?^Y{f-mVG%N*n>?vI{H20O3C}I{&~g<0W64!47FSQ^ z*!3i7ZE2MoGgAJHs62V}pxoP-N}jHaM~Og+6{lBldsSl~W;CQ)QB2qgwNJ~~LwjraTFUpI{C_!JXL|9ftreQeeA2e=(v4Vf zmnZ^bz936UI@0$^AV7jCuue3Bo_j}r`3BVOnA^zsl1(V!IRm4y$wuWWXQ6G!wl81l{jJ)f_ppI`Skc zlPN$-n-)?da;%Hz4JoP7=S=+D+Tf{)4RP|P`_Wz-AZKi*XK2S}d*0wj2b1=rWOrHF z@Lk}iwU^*Cf~vUUP0gjnk?eh24Si=TYK*GACNbG+W{$yGwH6kN#jTpudl+jNM|%K@ zNi|m zf-a?SBX))FE8QU~?PgDACMn-WOO8T!QgIM_>i&WX;-ncBpOWmZTv&h+#Z&pzt_jD< z`0cUew%}GMJx@-aOopj%G*{8K^lHM(@a+bcFdUVOrVV6O;b54`afwJ>jYLO&ZG+j` z0bE}9jlG6z^2!RK=LB@7plC8v->hzS!dtooal5I>$YD1^Nlcs+m;RTAUbLPq@$5KO67nZ!2D4ycQEfAvo2$vi@-^tur;mDzB**E#ZHy-1z8 zm5I5UEpcxk;rXzz9PE)2SNktZ6|WW@*b{s8&&Ka=7CR@~pZdT3j}E{(I-bA%;uiG% z-KT#V2feH(+;3XPxN&Y|pAb{^uv=AGkmFXyNTked*;qx~w@VA>8^y4T%n0hy`heR* zx=6|BnH(UHf4+YC>IEsRXd=k}p|g$-Nhk^C#qP#;bS2xMW;|^ptFq-Mt1e&J?WQ21 z)SZpna^sClhAeVdbkq?5b}VMc+8O<;+gJ|DVP$ckRWhPHlb>@gccrd1~nKqigW+1+n77*tJsX8jjxQwu}8dG;WRuJkQ z`?C-O*oXzpEa#T~wGbnu%L>^mXb?ZZ{j(60|HTZi9v}3c(hYlfP7*KFe)t{<{F&QN zl3Pd;Gemu3PnuPeK#8&q(GM<;ty~{b8kS-{M>_xbTz~w&cnf+O5X!q4e77%F>J{Fc z?1FOen1_>j(`6@m;Pw5g960>^J;v=r%0r^$3Tf=I0tI!%{YreEv=O#D?lOxa|K6I) zAIuO~e8NF|*0e_u%i~DQv?eS{(hc0FK-1Pg5&5+zRq$hF+cYpr) z`w8oJeR|eWUor;<%eV-+6SAOnP9jV3TRpRjJ&oHX?-4HfFN#>3ToNXoSclwLr$47Q zx2sqW$~Z6KI3L3}zks-af225$3SE=OU-~-Fk|K1E1=AofLf!aaw5_PVHP@DcdR3*i z>i|5nL!Tcz!Cp{sd>|e&;~>RIg@23ofyK`=awyaaOdl&IlPcpw90%t#&7%|TWYjTb zr8+txtJanoHVUgq!O1zh#%wVNNH4Q3X;lxf12WQyda!v(3u~2jM~V`SsE*eP)W#sD zt`er^%$8>#8?_2|%tlSV`z1NGa7`Lmw3bjWV|r*yh3}=IZZhh*ry2@C-v{Ztk?>ng*0tDD2EY#3=lBi*xhaw`4o097KK$xSz zs+=5Qjl&^IvNpnE&4;HHMuSxcd&;Ox0o7n-lPJ>T-n`0u5hE-IM-4?O@n*osZp)AT zAO%}r>%q*HSUXldTfP-&afL~Sjl?a5-cS+x#+G3#0QMr6SK<=fa+c*1L8`!L| z%?AC@89JEh!#nF^HbM#Dm#1K`BCK&rG7@;f`VbP4LQ;k*_7s=!&9#;XXp1=F58JU5 z=$65?&VZUs0rdK(bkuqAWX*YnEAo7OC;>=*F(4IFRudbh+HwXff{@iy0l{E?hAo!& zpd9K&O=vY8UtK{DoaLp6VQd`rayegIV6HhDcxwswdVmt|#9(CaE0}Jkt{e0Jk`+@9 zlek697|-R+o>G;~6n(e`QuyYUE~XKaCW%EA)uVJz70pqk zAwxR$fdXLPba`2V+OrD2S&5vh7_=$GH0D{n5>G0t)&OR7R+{cA6mU3^)-V=5n)7`- zlW)5Ydd((y3cYwmNy3~7(5ULF;JfxE@g7w2*(tmWf#o4=Rtws-#xvRUYLEVZXJ-D#cH@5^ zxdfCi{#oQwTOuq!wi9#Ye~IW9Vpafy-# zBlI3*N`k2{Sw&I^@ZLkqXW%q1T$hx=jCm-6m$YC54f5{aXqS)p#6c(5z4VGimPwYE zC`I#(g=EoYIBbS6e&;07srr7v=#;2Narl8eM% zpIYq@*eHwFZGXkzz@!?VKsQHNu02gUkwUB~-p za7{Y)XTuJyo|u;SSIVSRCDR${k~AFW_mYg>|$B)_IGBL zKB~-m>`LQrPG(3{?%#7!xVe-vtBcP5!NFlo_D(plcusNs$3q)plQ)}zP^ZI*N%MGX z$lVStu7-xs(}n{8>Da~S%Xby_H>1nE=+s&y){{m_=ML2lrwK)3pPB*D2Mn(+&e>nQ z|3I#u0jjRL@X4>>tb% zv$l=!eH-=l8bSpf>#%bIW(;XRyXmBFN34^(+Q>bS;HvG3E<`9BHsZ@1ztj6^6Wj$2I*6I7;R=#ZZ{B#rs?l^h-T=3`?6I3@a2HJP&Ys z#msx3iu4Vu)3sQ2fz4?X#A0n551lWhLFdQV)qj$qn*_^ySom2Lw%_jlh>Npwyow= zju6LZ?T=lhe${OSUmO_yXGgBz;QamJ+>d8*nP#E_FR~T+>J0}~I33?)#oARr6TBDd zyZ+gW+&LX<0-M>m`q7Jff*z_%agepaZ$o65N71^4p9tOaBjXo9F%N7|Kha}Xj}+cR z?!l8}(#mx)ng_IS*+ztaOj^B48C#J9LIG9timHFDhD+RC^23efX6BskzU5!_$MJv|WH73aB9kR>ZuVgcALExys7emqC`(A*CA+hg zmjzPsGihk%5;%M|u=P*<@pvTgw*Ck-P?_ER8=6BqF1+w|PPPsZUw|xW%kr=DY-w{} zv#1+0L}}&t)LfFQ+lMyJM9R#CbFujUME>?Xo7IpPU{g_2`tDsa&)#~TW$ofDBQg1+ z*iU&+ammFfV{JM~1PuRUk*ijyo-BUW#>wZ@tL!v-Um*Vbye1`j82(uC(GZ3-<`95h zFECEWS#v;N+eXv?CP+pGYqtbR%YhpQZQO?hCoAHGPD$D;q!E<*QkL;G+i(OHT^1i7 zm5+RPt*$?_sQspRsUXZ#SAuCC2$okkgMkFJRR$e^0~;j03N~Li?a3ER9lWgv9OO$O z(t=D6zGlLb1|(+7^|j|nUCvZeP@uK|FRW_u$rHe8Uy!i?JT)po&DuiF$Lr@D2ecY+ z-(MmV42!~Ltl9!xZAm|I01#x@E&_PLb6~qUed@@xAGo$G=O${{3ST-^Lfbi6gjfm@ z=DObUMf60MltKSFwgUXU1^F+k>uMRlmcn$uz4@>q=Y z)SJ?==OQ@$vL9MCU^N<}K*5AT@ghvSw^{Os%+aI?u(c}^;HItqK+-;$4iuGG+Xv!V zP*ngJ8~4TQ%}ESmgKvL06trAE>>>Dn9VZ4c&iLm%V+Lkpeqff562Lk!%{!% zw7IO!zOj_cw36FU2DQsb6<_E1^vmMiVp4ahHn&CU>avHZ3UxbDiZSh;#;3De+TG?T zkg_wyAkr-+p=YdMnooj@U&k<#>js%!i-zZ$dTVr^=8xGkeFf-v=Fs!4du8Ow-O5ep zev7_y&-sn5``HE}3;V|uHWQQP=T^-*7gMi|gVq&KD>spwBqByH?&NQ^Z z&{BM5Oep}GMFyx=-K?D2EUDy26etOvU>iEI=TRDqjmMZP9zeM=0cxwT8>6Z{BX)6i zK^ZcAv`vL~7fC{8j<*q4yySqaQ$WT3ior zxr2-C;czEByo+ps{52u+b^jf_*NI%q9j>w%*dMI0O~a+lVlZh5&zze)4dX)Z5j{OP zsaJf0%QgiH$!2jJAZ)+8MX24XF!O{Djl-2szrBigZ(`^_1he;etv~M0BZl@n%m{k_ zEptxb+kt4%okqJQ!plRUCcpR{4CwG(DHrQIHtKkHY?oH_C=6a+>lxc%VJ})(-MHE= z>E8!eKk}~?*?JfL`F2la_wx%xE8+tHRD9=yCs}d)7v?2IAxWXhYn(ufRxJQK}Ed2*Cqt z|9`>k{|>VU@Gkw|?6&=*{k-= zQzYaY{(6a!Tkn46hvTGfU8z7$hklu3f8gz;dV0vC2&cnb9 zB_M3@C&vw8hI5J&4ju_LVW~88vNKJ3J1I+X`^LsJ5YYV$uWi2j%RQMUiB>h>ESpI^ z!C7j{7=c|YbG2QmyTDPb)&G?Ai41Kb!krD10{7S48hiwdo1?AyW`(E

BhG3fB+P48jf8cZVw}A`*T_2S?qWbj(VI&b~!E40=@!18nF&G zRJf1v>frZEAs7J^nZ^r|qCeMlAJr}*n@H3X_*CIb^7E4? z&Y3Vm!m%qIU#j$q(^*d9k8ftyoV?n!w`T9FJGXInkUST0+>k0u613D#V{n>y#bf0GK;g7^?l}1ma$F`FZALzRbpM9{&lH@)TMH|c{ zaOct!9+v(9XNoC)h$&Pt(Tfb@hwZ+(GGyZ&(!fh4Ij2h_|H6=vN#!);ZW0q-MyNlD|31Zh8M%xciMQ z?hz54y7Mk(AdJim{H&3xx#Gu(L{q3aU*jIlZi?5k#>{!!J%nR9>OmA?5$^%H#Q(%m zhNtl#DLekyq`%)as-$s}QSf7n6|LDd{_WOn)_BFDuJb%-*sIP@k-cP~d93C&SS9yK z{TmHJjj0#>Bo2OYFs?De#dZ&NgSWQFe0vn&P65Y;={;16c z4fMrh!!|Z$a$8dahD97{)7O!ZnNBguTL!+C1#vF)d4Y#D1ZEPKp43$>lA`5}_+C&h z&mDBF;7%#V`QJq4680GRb@O&0%6T}Q^+gwyFdVS(iCxW`@8&Jf_xw$gZWS=Q zx}~c;M}p;c`iATUy0{zX+lt)cM(!u&X`EdUQqRzd%{27| zIk(2H@ugB&Kr~mmCG(OOr!Y9oSc%j~iP5npoPOZp`^$%I!@ui~!CnjvC&8bE0u%@M z6UzmYF&~^!K=S9jp0h;cGY8q*f`83%3q}50{gGcvIiFiRd;)F1k6G|OOC)SyWR?g!v1rY`Ip;-O$NgM@LMyp?TUsBhjarnqgsqPjKzw-^NN6Le zVoh}%o#u_}XJx4>>PhctMSg|tF1AJ8v8d~XP1c&7E>;G&JTuLZx4q*SxY8;;+3YCB zz$9U%=FlECXD5*jLa?Jr`7PI@$7?m$gfqUO(oY%H{K}FomT0E5jm5QjD5#7i$~8{# zMP*w!-M7{8%@|o(*=>-`XlrxHJWkv+L2_LErXYk>KXKC~Ez%_-(kQi`?t?`?IoMbFTqIm;2 zSl+QeYkbsYeGV92_TXI`@^IZ>n!)Ap*ul3lS06~9ijlVu)oMPaB%7BsJ!a!?K`1t- zuX=NxSc}zHk;!(Lt5xRlv=}Z}^FC+Hqnt5wHZY6Z))aRXZ3#498C61{K;3LnckAdV z>cEIBzvyAByJ&6egCRZXzQPnGnMrT>3vaH8HUm&J#Y`RWj*pY)HQ1p}!>-kO_9BXR zM2IR7wc8cEmnnF-B6ftSmVPbwVnKWnk|E|`Lf@toKjVl>K-tF1f56b}g)+DdJ; z!>bIguy{_-3WJ8ky9lISohGQ@$mS#SB)|`?5enl3oK9!7b~Bdt1G@7N9eNe$q7_Y3 zLTT)bCfi*d1$NLkl-8w}5M*)gq>zp&^u(mmJDjT6t-!u5h#LOu`8h7Wcr!ggHAPiv*AqXY>UzAn<|)K$o#3K*y~<3-75ti|X_`S?byg0T^C$C5!e zVr92@#34o@6;c8lN%yV1Kqkp*c@<18sq5qMcp?eXR4W==D?_ zJ;~k*Gi$R+VXicMvqN~>z@8CU!rH|7W5g@;q$FihuG_N~x=~*!-CMf>uThmpcg+|5 z>J_ymzO0gp`y{==PyRnyc6`tR7HeTLX@LZ_uokqi_q1@nYbpD`jvDzF0RP&0j~DB; z_@~F-;a~n4y76BC{Qr&nkHvqX8_hHS-hXV^QTc;zydQA2T}Y@aI*(qzaCs}B$NgEk z2Jc?r?_->>3Gz|ugB=N-U8Dncu-o3A>#-!%jW#d7XMfmVG4S)$NHNJty^vJv=2x6y z2MfVOhn|hEW=~$6Ls^Ej5GonIZ=5up(1z+doR+T8tdQf4IRr6~gjim)HFW`FB zmPx~vCp;4)M~50gyA^ZbDNtu_hns)J zB&eo;xyQnuknGbN1v^@hha~lZY2$VP6fM;WwoEpdB7uMtVR>%jiH+CXS0dU@ntu2B zs-(Mx)6Es5g?e4$k&CR*sTg9#d4ggc-dtFhsasZkC3D@yRnK{yJI{N8v7;Zdw6Yra z!^1!+4;c}tJE90XjvLxQw|L3*zS%fnD{?>k0<9KwcQ0AIfcl&6^FA2gy@+(rM4=$e zp;0F0(yzvEd5jz~QnvT?$aH9@5frZ$wDcih-$kF|sIN#Q3* zMeNMlhHbcYcN@-KZ7H+z%0gM4nHJ*N!tT4<@H@32AIbB_Jq<-_ktk45{gmJuN1pks zW%*G~+t$Dg3(^HEi6?^UNklgE%wpwyj_8zAi?s92c+MmZ1M=)JkE{eG$e7Xx-4k|n z590y^BChO26rkq(!NT$YD#t#}M!c<##o}$mmOYncC(rHGaMfQe5>s(9nBw>zUlM|Q z>V#ERY(*|S=yWpKu2I3`@XV{P3dK^yGU!Ge<;=Ks?|C=G>;4rjOFzCIhp0PMoHO& z4oGC_p!cI_VvYFmQDgbnlM35yFD^8gSdsggQ_m{co|waPjsKwDUeVn48FMF?Y@_?V zfa1O9shuWG%PJe6Cg>>!q`XUHX5OgL&@Iqkz5$oP5xpWRh+KZIch~GI>iirjJ_Q=9 zB|7SD``NP#aai=#Oe3O(bN|Wx$3GV9pMt|bs-?^-DD_hLpX&IJCFxtiO`gunr56u7 zCN&bu=jb479=?7;O+6Od?)6REGldU(MEO-_>~RvdI0Mx;hJi$zxJ&-wtU zMv&_7W86GLGmyde_89kl(&MjVoa&Q}!5N!U{tdE!JjN-oacgT#qf%RjQPuk%9o$}_$r{rbUvFhWdrlzSA{DDS;YxoU<9IWlU1fqWXQk~Vx0B!7-^c|TO$)E6G}!|GG9 zIC4SvKm8Z>-uf*Hw%^xQ8U*2lNj-1f;=R zQ5sZGI*i$a_p{dftaq=q-+ip(+3yegxc`gmJkIZReso^)vKZLLf~g`Y<#KzOwF4Cn zey|#r@H=VeBp&k{v!bdZ?L{<#KM9vW z&59MYXbPFqXw+CYzW+1`Gp|#w!RKAsEH?kL!}D2mqPv@qkQ@S+mIn7>@8+-~?BQ zqnl$qBUS8&B8`WX36aMmf|cu~9U(*>d)?;&fj89dI;cdrcgD>`N8kEi+&}))igk#y zS3&~hA(`|AzQ+JJn^0GoaMN7j5nQXDH}Max#0DuP!u?;FTI|U&r#Z;Qeo#KZOkckz z@x>ZKs63H1UiBl|#-|N_4oYG<@z7ltX+vwXK=nGcA;Tz5@_7|aKDIlq+NH$Fl0c-X zvyS*6>vv7S>qURI7@cq!th*x!-Y?rg@7NzBfW*STyC`>v?Q$_DasrJ$EpE}Rbg$UnSFekcle9~+eGr<0yt+SB3G05NB5?$Dt}%J6>nx` z#h)A9H`Sc0gJk;A^7F!!vo+pSd3Xg8)_hY?psVTidhX;Xb?tnd<}vLm(8Q1Q@+h+R(2^a1GM&q@(@gTB z%QV}db0vwBR8e(cw0J~_X9k*1Qn(+1#C<(fNGlk0=4i{;RN-KllBIS&CG;L8h;mNh zopCTD(urXOKu2P(hQ(aO+v=->)J@C;xw)RJn~vpaI5=x1Pvs|`(xMX;ZFyZpJ%abP z5tM5h)jO$=cFe?lHEE{7Zf!<8S$ZWWcCp4qlalJ{+-~Oe+&A(a*^ZK8@gvz^5?}}t z#a6IbPc&a@F6w7hTtU9ucaqX^58M9 ze@P8J!lezYw)HKErQ|fTGNZ#q9#vVHTcrigMhRNVUrd$ik-;WhOaz`*-_TKbU0Kzj z%3h=eUv^IOI89Nsk`tS^V_1MX)iSQi%4|@nMwmP3|Z`dCVHe4 z*k>Nu$62W_wHlrDE5x(b%cwXQ3c*-B@>r!BI9O~xcreOYaZU7>QCZb1_Bpk@Eu>t6 zo3?pnwkKHpja?&_RiDQBos%$izRs@yRCpx+dw1;b8%WX9cYX`EPu~Y^Jvv>!e~RBd z{SZMecJ?ub$qqgpaCrmyUt?FFMY~>Z$A-+@|ASpcHwf5Om9_l)+ZoiK>Ac)Rpv z&1`4zI>4-{<4;*@9J<7Kzrp#=C2{dPIlNHAa~@+I?^aABC2=@ZDgC#ua>vO_;<|oh ze=?-CT@pwm`xWO-KlIWlX1Rk`VO(<+Sou(zN*)lb$wwI7hw$ zq3>J|v5V28E8mjY2zPX}{3=fe$okmC59rR@f7dEo0H)z1g4#K}a#h>~rpM4Y>Q3{v zG&dRPxzPV$J;w9bDzS@EM|YkZ##9l5gd88ohG9*=HaW>pwXOS060l2ixVP-Z6aN9W z6_-pN9{zxOfpf=_H$hGjWK!;MK%zEnSB=aZyWs<_BPW)|_!pDj-ig$at36eVaz)!( z;BvYI^q}D5MwiLtDzwWd0(SAW@Jns6mE+$@Lw6{K?<*N2-R0vIXMYNCOIfBI#&yW) z+R^#Z;1YFsvWC8DPjUOy>(?<$X<7uh#Dw_S3uQ0fR2rS)rMp>*eP^zlA1vl4;pD^y z@{7Q5O!-w?m+s^Y4goT6__4HdNPX5SQLXTai{LFa4LZ{bZCKqirb175sr*`i-B4SmF1?2d(*Lp_tdN%BFa?{`{=*5lmM%DiW(SH<|ou1o!41 zEo|b@&RV_&m*rpxUd(czM8)^)l7hj5BBi%S)fgX1r53n6tO}Eve)X{Wz-Y|*EfoY} zeGea??##w3{KciZ_lz$)W&y;dCfAWWF*>bD?NZUFJ*@S@;88}H-s*LTFJEf!NwE&PRK;EU8QrQxM)gD@EBUNHB#3}Xr|Z@u>P z%6GG_rB;b{zl&~-0^d-wdG_y%*H_-g)|i{{Iv%!}jU*OlaSPe*By@d(D(+!lQG+MH zzZ0_K2@DDq zpRBdd-a)JUia)i@d-Nf>+%UAuA*(MY_HY~}Fb1FwN@TS@QR52(xv$jy7Ze`Ue#lMGs|uUOeeX2bifOf zVZvScOI-`EXxg8|>wj_jSFTJym)w;8xx+f}P$$d#QJb!48=dZ3qSZ1&4bm`cCM4s~ zh}!ff4_W=DCls0q@FM+KS>gQPnwZyqnhp0gyrFhqYz=*eu)a#a=jedi`wB9aBC+V7 zoxe-_+;nnmE*U;4YTtHZb?QtApV4~d47hCLS0U!hQ|RNvoM$`S-nY8?Y$|TXJIAZ6 zN~X4zt>xu_3$$Y2CdY%rSU)S1A+n9Hm3OXnRg~>3@KxQE3q9Z*G70#2+dea`1YO0} z+~9co?U!V#^vV}0pQZ6m^vdKf&eYl6c_#9iRobJO-eIObdwDQCv8nKm{oHPnc+T}# z4N`F5zT2sR->$LKT}VC=PvsHU&pvW*6w4YCN}1c6H{-k`PJTonFdyxl*i(Mv)dvaE zoGkctt5sW}!0#o70&v{P~V|M)2dbcs(@tX^Y znKN>|he-;yCc@l9vi>UEa?=d473#73kQ7JN;gw*cePQ;f`)PEMdSoHzJ)sQlV#WY< z!e2B%kN;Lr=$pR~EHYwTD!i#VoN1bqEiXLpY2-hmkShV>fP0z??DFgA%oTe0RM19? z&v7p^jxX@Ds)TvGzz16T#UQdNvp*CpM5*~C+tedOGxTWNa>X3!!IOg?I-w0n+5p$_J9(v;MCQl z6AQBuUG1n&DAd4PIf6mfO-rjD14GU_Fb^V1gH)oAlayPTBv5{`z9PR`wQ>FM6KB{P ztjejcNl_;%$uFtnj5%=5;9-_wi?>Gn5yEo~Gw2R|r0tq-ECrNI(Q*fT<26M`qli(K zD;uhe^GURE0*D~^<6|#lV#je`S9ady2XNrm852~r`qKor;9f@yf?9*pSN8MKuRN$b zlbNZ5>@m|jK$UdJya@1xIgSkFqfdr1+>do34+gv-av`2FQ5$fJ2VqLhVI3L(5p^tw zrY9OCKbDE8)J7aYV3g~QJ`0+QXthE7DP7|fmS#X*W)7VdpyRxqd^gapKwTCUln%qD zPG>vmB4GhI6Zi)5m_(MPi`jWv^JA3uld4n|dSr`FB#Ibxh!)-AQ+>`accY&Ba40?b zYW6@MlRBxzAH=D3#x`3Zs~2jyF8u1vl@Y?{v@R}jZN6Gtd=~HOBq=g&8~C#TIpRy+ zn$Hqgt(r}!jnPevaA2Z_nDk`^MLI`$wSt>mDxI-eB{s&Cz+GL7TAQt`0ZTHeL{|LA z2$8jHc%|Vu>Zfl-Jr6fp(OFt5Jj!PCaj?$}&RcW^PXrlOpS6!5k2{963 zp{4&c(mKf_QwW)&?hMqx_j+|Ag+}VN$2?db?-a3+7e5Uy*5Jo^9>vYi6~Z?V1ATOo z<=n+S`e9~lRclI4U8ck5ire|TtHk_Py@mmEMX6*tkJL)3I!m8RIfx$9@-LOXi_u^Q zm)4rd<@Ui|2bJAwwwIYn;g7Y+iZ4zp--u2sq^db1w@ zSt|opC4Q!mx{BmuI_I^oMqocw1EhsqQ=)3(`D#mZR0HM==ZWR}Mi8TjGGkwQalf>y zb?~oM<$n&tCQS;TG}i5@A}5|wR>a){WpG|{l8-$|17)Q|FgB{e~x|p&uhrZ(bj8pt+C86|rv(*LtI z_{#JA!FO96>Du?gCcSmYG<^P`7?|XhcI2|YI8|6%x#pgzMp-MnsB{l$B-aUE9$d_9 ztBT<_BN~}O;mJtacjicfl9z0B+qD#SWN6I|DD_C+^9jG7N{8us7sv7RX$*H7@k_kp zvi3Q9F>>}sp#+juk|O}UD)T0iN=n;h-9G{#n;MD$PF;MdgQO~?$C7T_^t)RqkiR!f zl9|dwp#(Do;W5&vls7=P6HZH8T4|3Wdj}~HS1`j3A1e|oE@E&`DeVT1?hETFUCRqt z{S%M*MR+Pb<&wkI(_V`f9XKle6^`+4gry>gG(Ek_r((-t zz28{JEpr$2etS`?yV`g%eDlyo9a7lx8Il%j~5A#BnRP&%tJ>!*# z4r_7+-e8-{*xf^K?WS8kY(*vAeYcgzMuWw!S&avFI2UWqx3#gFX%(D_7`og~D0my(j3f&AXplIa zMRYASbg$56?2e4SLsAV$!)glQ#t5iw=jGX&Nt?aDC5zKZt9ksV%PZy<6uDx*{F;yv zUb(ik-cKBAd$4*vdXuASP%K0E#fpMQSMKVIyNyAQxbN!mXxCAGjgnt=)E{4@`vlDf zms?(&tjja-CxrL0Q|m4b@!-;8lYon!RFbSj^Pr?B(fIoXdlOrl^cpcw;*waIZ&Y_x z<9FPosDruCxziRmoEjmD$E69kOn~&7Q%OM60t%%@Nj8Q3`#Sj_q$jPOzUiKN*qZz> zq9zIQHpIMUbU^fRZ}8L%%Up(t=gPhBLVwU$dAB3KPtvI*&sz5yhw6(g&CMbt2VMze zkPej1cALN8PofXiPuVqwG8G(@nY~;(6b?jgXr1#s^`3fP9GuJ~|8NPDd)+a?*p56C z9KhiD?ECWJw`(ABE$?2W%X@Ey5EZs1?GjDM)S;N5{qSpW*w^Uh33ZVXe>>7#aagmH z@$>m^ItClPevTZRId*9P=!uB=aIcV9^OVQXOMR)B!?w%rPo7yWj)R6hxQaB{lP+o zmhd$cbLag##YTuPA5$RRL3E7bbrrN)S&=%)At$++Z@jPwpBXitUhxXS0lrbnw`0ch zdDHh4c;0yHjb#|*4tz zM~W}EH49PmotGog)swC1hJTGjUnW32?&y7TYi$;fSEX9*>|?ly7wE8%k9tSlr;kn}_AxOh&5{4v8q zWxw$+WEg&&u$%V7;kD^z6m|I9(a)FrX78}*#=R0y{P=aP_^ZF_n0*C4fFu$EYvmG# zgum>|=d0d>_c1FvabDsVk3DVt10zT7t>)lArn$qfh8Rt`tD(c5#)s7rexyl-IY=6O zCJLYX&0bV8Y~xbKmm6n2p`7$Szc27K)+@!D|d`eT9lcZhPxBBZ-ny401 zxx>UkfRFQx(dN{LV8Cvfb8+NFM*TKmcS!kVw*v$z0=itq-dzogm@)(PI)3gI4|8LW zJe9c8!JuyuAJj?9lpTM6F+S`pKH`6-uEm5j{8>T)!h2sA)QhR@6lpUhTXPFG^?6T zbxA;(q^8q-!YXjgwae(;hZB0c_9B* zB}5~}t)^9-6Q=2c%0SOtl^NXAIJ#KirNoopGpiQ@!cR&d*{G zQvo2WIgwrbr-BezzKkHRXy#m!!kjRo3)tVIcNGDD+o$FTh8gnOzD0YF%qg1IaQDY2 zJ<`l#tl<pSHp$N*$m6SzqBP)$XHoHxPCto(}P~~o%EF(`ypdSEh%3<@=evI2bJXc4=F_j?G zqWp4S5Ca?`a`Mu!>~%mJE=3QDCFOe%3DrPbLTrNdei_TRb!A6Ls&t+sO3w54+_96~ zT<@J7->k@wETOk~A86nYywZ`dF{FGUw?xp0j9xj4+CR74!{P}AA~49L2ci@u1rVMt zZieJNh(WzvrV7i%e z1t-jIfs)bqh-U^TKvS(#Nv7k>3~S0N*Fv}_vUnR{f#qaC45%vCPY0*2tI?xJH3Z{7 z)?@80Gj#Tt3UnPxaHTnRjq`@9UKn#hASH*zeGqFaAWKEN0>facL|~>wCg2_zez%rK z1q@l3%T&~ZU}EEHlDlZ-bF`Z4l3oka{#t?^K6QnH*d0OkzBu#cHRZ>3!d7v$$C;|* zriPM9aG}h~NMG9-L~&`ib2+-s1CrH8R-5-XczyaWlOO+0-Sszkt(04lYOYw*-0r9< zvP=!h%g9yyzZAT9!(=81;3YF1C%kvIn6CCRZ?y%}^c%bollEgK{{XL?nH2O+L3nP+ zWcmrfmVnXC@ zShrpsp2_lrpT^!7Ma)-ivW4N`Qe4eiI64Zy!M9hUB^~USo!B6Y&v&Q)tYi_haGmqm zq8F@bD=u~Flk~j3gAq@P!9AhPpS=(MsFb+W1?gt;L#M2{uQ&6Q`gnhc|+tkCjtulYE8htS2klH$N^%gpirSSElS-}eApqw4_z?q28~B}ViE&!f+ES@M7=n;6~}Nr+0dQ~yI3U8g8|P(^wa|M|`Co0;-P{B5@K z<@|_&xvmg?QU96mD^7WJP;IlJf`YbGGzkfd|Fs(_`gBGlAP5(ZCM(3SzjiQ00Bx02 zBU|UYGlQ}i%aK55!GBtQl88s7KD^_xN5!n>a;+y`f;U#&pVNV+ivkmly8WS~R9w;P z0f`L=O@SG|iq5F|lw08oX2UXrKZ_-*ohuUXRkKFMeOu*u9nhceo^S)GzVxSb;QIF3 z^slCH+=16Cd{Z##=wDm?0>ywRtY#cfPU0?j z(n<_o$Pj|qlA1#wm|VN@!RxuZ)orfBzQ=LQPPlPf7k*w|;aMx@!G58D z&}X0TZDLfNw-^k&5Vzm{xHhIhZSNKXPbp3F;_v_3PM^FS{7~8Hwe6Kbl=JsCfWP-Z zXSoAvKy}Z{(Rt}+Jw_U5<<*i^$fWxwaSq=@wm(0279{J1YM!v+zkA4kI>@&$7Ap40 zE-cT@uCbn^q zgu(g(!e7BdZ)b5CLzb=etAIPfzgYhK2ZNarMD&(^=INNb5WtXCL3RlvKG>35=tMyJP`9BYSOg!FSr+kGy z@9c!;)N&_gUkspd_}Z7KP+U=%eEaU%Hkl&(>mCo6{4pa*pFqR8{20`ursdlEm@ zc3g+eh2LEjA*xd*@($B}DxA{GApyKEVh-uk`Ypgv7Odu0geFLRe8^u-5V9QTm!Z(F zry+y`L`8DK<}uyI`h(-c-v@{)k>kBmn}HD`gagFsdldcR#@t$$1eU3vzY=+)PFDMO ziLssU_sX=Bul6E4O<&Y-py&j~G#Ve$sk5MUFJu1gfSySnmi!0&n&Z%$+ zY7S!JV4~TQ0MYM}Qp~h|H)BZL8Zy==tkbUDZkl3qNI#S#r^7EdY-0asHcTd4rXo8^ zwNGLG(7&GK!FjYtOF5lHm6|&m@iDJ%eCYRHlBPZhB1eo$5GKVvh;@wugKGmr`xhgF^Ww91;O;!OgS7}elxSGrepEqk{Me5E%u@T1LDnADMEri4pj1kGf zYRQ;*X!t8nhH+KJ*ck!zHWVRsL-l17saO*cnTW3j7e~tW#wgAK^`5(?=$&gjfgv{l z>QpOc5BLPmT9d@%gt=qTrhT~vg1FQT1Sy@+EmL4Qg(iuIY-hWON51_XQ}qQk7nzpG zlmNg(V-9D3nE!(CEKI*~Dz*GvsA0gYM2*AI8A~Gwv#gUNt#O@M!%i|YTWG4LA|VX* zDSU@f^Xhhbo(ZZCnis^htXAiNnIy~z+vWNj9&S1e?Wr)Vdu z*c0rT2rQc=wp(0N>0C4Wxedj4#&|?}yD=nkt?jA+@ z6QYnfN4^H@sWoUMBVdpcSdO`M#kJT7TCy;lDs81gu>lL_M<`n)0k3+hnbEhjd)K$! zXDly!>KxwUDk6IUO^UQq;g@p>f%uSs^bj?eHTCgRPH!EdmuNVZ zsTr}4)1NcB5030YZG!7Or)s3pfqC^f2)f#}RXd%r?(2*JGf<%xsZh#T9#{aQQo}S< z)>}kl*MKI|t96qWX6>EkCTrTWu9%nb2=vn$Z8RqV}Y)v+r_s><}qvso!8(0)?mzE zYdc~t!m+nGxerwYsyXkH_}xKmO-8X3G?;*0%a1INo8_URb7MO$y5k%#R2Iid5)%X< zIo?UeOUbWa6!AQsN!1RXk2ZEs$a=~2=&O!x;X4fq3c0WPhUz}FQ0VAxISNF z_u}{IEl?LEP!ymkf?uh9crPgOYHmc$p-Q@6f85Pm<|sUW9m`cpZP_2^Z;w5Bp4WA4 zDM>lb(qPG7t~u7nzU}*P?R2_#a$VxSq~7u*oq%SlqhU-1B2i~H_vJ?!@q~uVw3{p> z$}`&&MrNQjayK_QnG-#wy`JS)@=V$Q%%qCIYH;=?6g6XFVh-&411np^QOxYcMTfYJpXPNv-l}#lf1g|HZ2b=k(Q5X|? zbc;@KP|5RF5U|J9S5`oD`AdehW>kq_v&rbSfC&0JDyd%Wtdd@|jj*zStd|!pT4|wf5Kqh*S{x}~3z3Ip~kLr-G zP@oQ9=_^5G9WZ*h-pXBPDJ2vcv8nl#LJZIB-;^-Z7vVBfpYPkK3vJTA-MCvYURZY# z7Bo#K^~i7TdM$NeK^strR95Oy4jMPjGg%~&{i+cNR-@0q`gGsvymIBsk6OtO`hM}) zn2Do;&b9=Hr+l+hE~v&h#6izp{jM>`R}<34LMr?Yn%UWB_Yp;@lnEek8+g3rY!ok# z&RS^0IN&U$>H)D2h#{*NubKX!W}M-1b!FvEu8{PSqUY;Rq>{5GnrlC!C2-j5lcVm1 zoR3)nDmvF7hMsi0OOtI9kMe&`fQNGM4`&lBLq%MQhoC_Ls1k7}3{YWODWDx0G1NEC z-zD(!`5+@U^t@#MmfscA3d0zy`@_Coa7kXD$KDj88v)mkWScx=I$pfzIF0i(DDQ=+ z%Fx^U5X&MHP(B_;ufHC+cK}f|6iGWpoR(wGRs$wxvTN0rJb_VmBMs(pa+tkiWuWk*U1#hL}m6#DHvwG6mwkDSZV|a%O_3bA;`k^cLSq`2ZNO;D1kKYuq z_k6C9Iq%MKaxd<&TCara4X?fRZ>mkG*?RV;1169vD*PdW?ZwH^2gmCM$8~?wFfj)w z->O%B^3358Uzhy*HUI~H+vo}%HGc5MKq)bnVv^F?lJ{=DB@-zZJEbYf>J4@a-Q`7+Mf3c`cSd#Q8w<>%x1%XC?t zt?ul{wArkUd0*BUaac~0lAnp^WDCy^vi}*xzN~2e1!4q?X0+Z#GyI@QskWA|L1?A> z`nL>=ZM7mVFnHYu9?H|Sx|CsM1R16tsBkx)xkbqLgp5Ime`e`@XrA3~5WAE9y5Df7 z=4Rq&ghn@@k##<3F+WpPnRQt2Qik#Em*k#K{(BF<*nhmJUiFTaK5YlqK(cUS-u2rIxG z3y)|Mu=bA(wvlA>$YhjW@V``Hk|CEWEHcE%Q4`r0_Qz=$kdC2L8cah6DDvl6jyK?( z;)y_o0<}RR&S6B65hU)HReZH-apQ8izigQP!c8hSNQ#Qhr44IF5p0;Hn?E$hk1$W| z;KsRdKi-%bb2gg8g&iB=C?6rK`b{ zAoSA!7)Oq6bDWI0S#pUack~&A_aN!xp>(|hfnB`c{W%$(45N}U3Fza2 zX9GRYU2iL5Z5a+E?iJPphS{ zEcI4eB!W>@K2S8)@gf0LO$$e=-z2VAqy@+qt$LbeDWtb)C!yK)@$M$rY)?)%lSAWfLCeifOwTjE z?U@3$jyBcdJ1T0R*La;ER}d)w(j&*H+$x6;{V)(_hz~B>?*nr|xr7|$MX-qb`R?j! zmf3Wfyv;^5M+LVJXg@=A8Xb*#mk@|0F{AzxZ6AUq;!)B7&a{?H9A>HYnIhVxXkw^F%%Zi!sEg+o^de9|@DlVp1x!;j4L;EG0^4i~B_JN~ZAxolBi9e8jbX2QnQjXxI?b<-sc^3;E>%Pln1* zwAL|pG4su(Bw(j@VP8@}I=8HiL^2TK8c92ROS$cI@Y3JLWqM{L7r0Rlix8gG2 zhisz8)~EI}ud6@%gzfxArtF%M4G=vl{P2I{_OY}y%MnT|E9WDZttXbK_A@}~nMh=L6K z`alIU&^X!eyG>Cs`5aA8aL+07Ghp<{WhWkB{#v4YOc9~KfeC#6DneIz2D`k^1yLh! zZ;UEWWN^R>X{-ObzZ(J@`FQBJrI4?k9wkolVP9LYvC+mgUS}!!TCr2#w=N@oW!;<1 zqz9^dJ70N)_TQ1H4KQ*x=*ZrqVz*9`D!U$_pCWr}WZmKPCI5w(RH<+J&-S6#7VSG+ zJf7FDu?_deeItwDPjdY6>yUG&ZVE*9no8@+qOx>@jxwWOsS$kj*?Wd*PyGG|=5lga z>e7uYovXGELS49JhV6{@{Zi_cz-Eh(J*VTtbx~Js`3*k0_~}oSTyu+noW(ot6ESPTz0%J2mtG7y(YQ& z!08iaZv|)|Qm1)s^+{B)kJ;Luxk9BvTh*I=8x?C0tjUB?v^0A`n0y5;PqEEvZ^Y>v zO%3;+2T8^*)$0htCfhRjsOWSC#1eiwV{bqzJB_ZG=21oc*+%6Dc~r0q@6hKr806jx ztt(=t1H>1#CN0fu+|y$gOpjxzG9XzCH@GI7uR|}DZ3EyeJn12(s*2?yEZiCf0(3Y= zgLVJ3GlUH;RF(CEiPfmZT5E^jv}MG?pD*^uF`{Bdd9{%%>`46zg^Qj2dT8IW_{w5t z3jUgVouRd>Gj}6YtYj`ue6^Tfp+$*~=rEb8r|N`?`Sqgrx6r{>0PP$zK=0)N_mf9U z*4l5MZNy^0#N7qg0t?aAk?qg&s0EC=n7PL>*D_si)^cTAmsHP*VJWIz5Q%x_OpLys z1|y#w2sc3u2~VH1uIx@veD8&#azik$?*vcn_voJKO!B#knWr zw;+;L#houqvTSt8pQ&tUPGxfGv1hVZb&UfM{sXP|P75l{KXdqaeb?O*T9M}YzG{LG zR!85vqd?)9U$GD^ zY^YDCu30|#8PQ*2sWMKL`bsfhj#ru8{?C}PtxGeum1c{AtMaoxOR(?PnIM=k{vg)c z5f6o7#DU9aniJYu z4Kcvp>2HWT{_$D7;>SF>RMv+d$@-c{ECXb?I%55P1if>2Wtr+9dGE3@x9w?SnO%HR z*5KwFOV|JU9#*$y-)-NZ{Oe5bc*uCs7J;a4W7&H+m&Cg2s7d%9_UBs4&Sjtj#mtfe zJ0t`;=GyDYEr%g^q2v?P3IFNzVF@ANk30?ztMOLsH^>_n-E% zzw(Koy8#rTf(gnyO}B`C5zLZhQR zV2eBK=}gZ+Kgb2BfC4ym!XcK-;|x$o1Nt^MdsrR z>0|CczWgKRO86s2s<{yn-r*oA4Z@Kk zUymeyh1sI>9y6isXp!(MIwTZp)r*iP z5QNj5ZI!FW&3&WC+g|OOFx4Eb`?zGNuTi56bagd|uv*60u2t_iK>GoB}hQbh|W0`!?k`6=lf(Ejo{rsNNvYUP*Z9!pMWzNh&Y-N-QIp7Eg3iEB3qDpEZQ3d~b*$6UtU#9SbZg&gq?-Ae zh3n024qZ|ZgE~selxu&;w%;2?nePFw4seRK#PGW4$0?{;0vuxKh`DbmF6s1X7;0cM zKW!jbH+BB-%WHw9F;b$aO~A=Z@~K%sDqPy=YKZW;B4@5=^nN;9y;_o~rTaOjI4P)Z z*eZ7<>x_bV^UUAR%~I3}q!;C$;tJ?%VdC9MLbF)xCIxQzM6Z_loQm9H9v(EH z-|&qum!uh5gBuZHindr&5Fyp1+Nb3w?2jSTAHWKJSf+NVrN#&vZX<8ow(iY zi7`6%o4}02JPW5%5?;jng+f{|;);$+`8v!Ar%uYMNiJ0W0aq;9oLyTF;mZPV&U)^g z$=oL_d+FqBFqGA)FtSM&bYc}pMv@*?%1EoCNdy(>LQ0Dlzlk7oD z$K}&Xj7lDc81qYzef6n(jcYEME68A!EO_O$esapcRCHNpou^ zy6C+gM!9~HjwLPYXN5;HRPWNE?m}v&_}wf2X0pGp714h)S>S)4$#O2giLE6s@Mf$z zDWx4bWeAIXp8m~bCZ=}~8@FtKT{4*g#2~{^F>~`TCi5!k+V}^P<*{5XvG)l0{6tAK zE0km9({%WwMp^pLO^tUlLT9(c{QfF*yj{aM>*6&AAH)n07vsX7U;Ww@fh@j_K-PN6 zpNDIO5Uv%EePowVZFftIPToSMT5k=u#D5$FUrk9swhKHaUfq-*d&ZGsvWk=U-?>8i zt?1|p|Fh&f}O%`?!A9c|G1J@~a<_@~SV&_|m{ds&+B_^aURu zhzDmlCgbs8aXoMPJz>oKT;CLBU|;5{f{h`LpPrv0-oBX(ODTLu@LGVWcO-EX>l`jd zf;{}P>A|;D9KWirJ%Kgw2E96*I()q-wzG&;@e3RS>Sv?Bzq?^g*=hYXPbjqKPMY5``IgVxHd(^~YA3TptTP0b7 zT+JWxEmUU3M2zQX(b}hOCgm#H*q)l8Ia{ zvu=1g&Zs+J!t@5nnS5xHdOPC_1UOqItx>^Zh}{?|Qwcps#@EsEtfLdYo@lfFdMKQm z*S*B|og5q9^wsy;ef~4eQ79ejY`h47c9KyRS6W9C(roSA6?8Ct7-R^>I&Qh4I%|f3 z`%c6yo6O$+lQ~aZ3dHVvpys8s?WS%d=_YHdhKCq@wHXhPwoTa+5~5FJH8G$dsdM9z zQM9LVbI!fGbH&T-*(_xYH_G$_+d@aKQa6pK7`wK5-Au;E)T{`OqR$1I_0XRbt$gZN z-}^y%6=OLb7Qgkh8hPRs zC3AGHJ7cPjd6wDlw%Wn2t0j4WD!$wcef!z=D^S;5b-F17F68u$jE$S!vn6qM)s_W9 zIeYa%_ET2JFVg{w3TJw=k#AeSe0JH;mToY1K2F zav~S1=&o7mKUY_KGCj;@{ORml#OQ#T8}ymY*GFxgj5T+s)t}kE)|5#&f7J51x z)y_}VW&B0HuDn>A`sE$<5)}^$$C@V71PPjNw!3n@^c`&}WB0|pHrGGktx~y94!wIN7Jmd~`CZ1SNkO>sL3tq%~ zxcHU9#^h9s_#nO`@)8I4a!ZXf&l;}-?bC@HmYsF(=%3p>)NkBW{(grfT7m}P`_reZ zuN^9@RF$ws_73JBFx6U5?ePHl@b&DAuEZLQuAkq=EF`Hl{dMSG`N(`<*7j_L6<+URCs7EQQPX2|2lt|^p_92v4k3*qu4f_P2uJ={J zJXXojs?>7)Fk12uO#%NgWjJ=-k8rJ+DCb_x^uc#l^JVK7S5zkW4|0*Gst<^;A?Z_c z>4Yz1#%iQ8zJHi8VO7$`G_b@fq{)5I&GsKqvy({ZaCkwR*4N+ zjGyU?3H$%}Cid^wio>^V3`rkI>+KRgi!o~0wp$c0T0D%t72Rf|wg!wQ*DqOvfAn)1 zT2mNkw@6r1smz0}qI8r&EbE7keYh}3dKLE|!=Y%|F}|Q$3wy3eR|8-9tqSEcHFL=` zM(!iWnl|{1Uy2ea6+NpES?E zaSLh^szT?Hs{L4&9%8`WnilJHhyi_&@RHHuO6m|?KcSsJRMWB_&kRM!a7t8|>h_@j zG~w!6vtnMSb<57`nwQtMwEqEf9eT>zp^YY-D%PBE?g7=t1tByp%7fV|(~c$yCR~9- zisnsk zdB{z8amTrqE`Yo#bLou&DF{CTC-bULO9YVYbk2#qnv5c)*GSp3gLP2X>>&B8gH}^FTQYC8{~?v=Uw9vr@=DD41OX zdy&bR%Nt${%GC5xA*)toQ7;*;XYL&FdPrWLkXYvH-p zGd&)0j&Q2VjC)#;y%mI17q+S%;b&D#(_bQCccFFb6Bo;o%DDwR!yn0phR9pNZON=y zj%*XiENya(gAyHY7r>R_uIW~Q*1)_a;-Y?DW8}F!6Im)>oWhxJm1iptk*18;M(Img z!^$qbN{`%I#5JQeNri%c>#@J}*xxAjuST(pOFc%McKdwomWRP{c&CEyUnsVtmX&6` z+A91XP^{G6j(}ovmnfF#{!DKGGBID!B>hK50=(gl??0oM_v4>-y`PJ4=;xH%U8s`M z+rj!9CBbN2mAJqmG19ePJ>1{UPG*4}oBL$Qa4-8jwC|lb?Pz zYwW%>iWjbw$ey2d%ZDmQde17t})?EYG$%Rdw2 zDJ@*2>Dnq2eOn_cZu0I5s1HEYJ(S+i%YD*x)>WaN5USIa!Z#-a{pd{_q&j8zwWOc3 zA0U`o9lAWDohM)WL_96Bi-)syyJ;lbI6}VY!@!+<+}_Hln~YzvvKWGPncD~aX^q0WEPzd)-O z7O$~Lbd67XQ1KP;utLT6#x8WI=XR4gHaIEez=V~)W>>6|Xf7`zXs7LfMIwS1?Dl2Z zLM%3FPktG##-ooDF)n8yfte%cn!~R6yt$=< z%`ys;2lHOo3`t&tjdfhY(FDYCy+nG(k|oopN>DJn6qw62Zh%1-XMnkXR>0pxs>jGu zCstaUGpXt|W&6Hh+X+u=V3*AFZc)*<(F!3))=$&oD*1Nbm=p{`$?6j(QYvp-Wy&|> zRdVEn1{Ni$f(V^#8{kb6s=px!2lzUi)CLk@Fnnr(_Z*uL&%ViMs8Jp~8wM-t69>ObIDQ`Hl3 z6~{?Z(mC}wo4qv0Y$0F9zY3AoN$s?WBuzygeb-QtnL4OvadBPC6UkbLjMmAbX#Z+F zZ#KBjw&OY9sm6~Qs8du;C>lkUP)j=ltH)FP$4OssK+ZNqx&55Y;Z;gh9-zvBC+zf~ zZwE3a>gV{a0n<$1OCxL6>#M#8ip;oo=8SCL%G+y=un;~ijDGYm9qVW<=*ZfY=0dcs&z?Yb@ z@wpM*I0|a_F^2lDwliSjdyLaLUsc@Bs_Y#@dWz-b*Xjv{as#kgz7? z3!?P)iLCx9@0{_XVKu{N`~JnA+yA@a80EybXvv=^t3IkdjVoBiCRntU_(ap12x zS^22$pxqX~$)p-Ck}q*~`|s3jqjm^ziumzD3BuB3Idl(4*8+88npJyml05u0^1KT% zRw{fqC%X=KB`g1+w9OJ8a~`m5j;pd5*FFnezR-^n zR(>21YvHXxR{2IzT)td#lm*y+mOEE+OsYAn}hm zS(yE>*+1uGIsX7OyyQDTYa_}11881~iyDcHAA1OY+iZTw-~V%B`h)Icrxvf_ep-b; zfL0a4^}IIR{|}(0{sm~a)paGEj!EP0OLY_C$YES~$w9NWUQ{t0L%*%FOh9N19yaY$Jqn z{QtT({ivGa1;SX~&-Y$a=%e096sQq3S)ekrOb5E0E5V1z*W~usvFVP)tiXQ`$Nm|Q ziN#m^hXZCCRc`LU&;xx%4_i0WEQxQJBEDJT)o1DovruY;?&An)1}qswG<&m(2>?f5 z8yH!I1xnY|;m%TVB~=RC1I|_m$?N%8w#f2kB!MvLgg6-4J%A8S4rH5R+8)^9oM8t$ zrKQjIl_Fql*j>|Is+$E>I}{SyAqE2@e`iuXu}^ktG2HY6vUy1fV=-)2fWNaC`H8B3 z&ftI6CWBVXjW0~R*(#K^$n1EQTw@EK9-zp>VR-8+0TJSOf=G4nGw-z~$)coLR^-0f zuvbHpn`CFFcj2XUIe^P6nN;mluFo~!;aRVx85H+K)EFvs;j&1!ktq!@o?y{^-Qg|4 zOz(q8X>iF(l|qcR_0{*&9XKf+^d*tj4>3Ss!x1h;YyZv&m4#RujnWJn5la-M5pnTs z8tHZn@La$ov9ZCuFjsd9JwhSyuN=8zeZ|*vdJQ55B`l1~8QCf~U?Oq(BTnNKN})HR z=@jYG#3N*?uhQdhGCHeBmQc$3bm=xRIy*KUIJM--9v4cCf1e!Q2$!R;v7-#59u{*m zK#khuVINy*j$n*)wj@!Ry4BN}YuG7b@}agD#M$~9iqDwGNp(%A=9s>BP%knYe> zd9#)C0Izlv%Sy!psO9lqMn`W3z8$MRYvwUIvskuQ0R$9Nll$E}#Y&-IjEu~KL zn!(=2q|)Az;C`<-of#tmpM#>z za{CvUHDTN~?hEA%I3;#H@?==W@L8V1W+5;OW5Ehgug*zE&obArI?}OyIv$_SAxUkrPz+$3pCF313)}%I#0nwlw5lPm^Yd8sp z|NDcoe<>B;<-d%PQ87hxxgwb!W8bI!pYDhK%k1%gh}q+M0i8AZe8ZmW_{~;gMt|0( zjqJPYJOsyt;Vd>S3eW`a04?LuF)Aw?IR|PX2;m({FAp^&9>>i#`0r+Iy=p}(q9nGq z#|lE}JzlubdmqvJvu3Cx+Zqlu>O1-0LXmNfTi--@jxDX2aR#3qylFcxzFIvY5B#7i zK9C<;B)WZbV`^qe`cs-?J^k>2p~OA%cT&&o`) zU)0s@3);m`;$Y6h!-{ZVzoO<2PVL0|^>{&QPI}6d)G6-tzCI(N(q2@3Z8G+~=C{MF zlL2*RYZYSivX~0&AkNn5dq|d+c0k<$+B?a~H#W@8Wvn|cO#KDlE0j99JH9}_q^Uk= zilW)wAL5c8AJ?>Zlsow~C0&bYdQ{>d{V6J%1s7hNyGi=C#9IpmXk(4deJ#)D`GeTQ zSILTZi*}_OJ&Qeue+N-gu^jh%zj9J1GBD~J?w(F^oU&pB3MauW7U6@FVbOKj;gn7}a|+d3+$ z%>H{yF>jkps(1vM&lucb1DK&w@5%wKd*ge3+}8Y7UprVzq{EV+yK+giBt6Aesg&{E zg3x4JwnWj>b{R`Uk0?hjm%KTW*{zsX_I1yRbW8zu+n(%)A^FDrhJy4yr>V=Kyz~+M zkPR0O$}wTm_)(Z#AHjHNYQSXrLP8d%oh6#xsLXVtYlxshUhp_VCgrKOggKC&i>0Hg zl8!`JSe}(24X=CnO-4<#2kKvOQ!s@nfdz`62rD*)4uL&i2!!i?TX~&5=O*lYY*wdN zkwGRdtZ)DF$Ac95AF@jPBJRSKqt~lyCbwNW>7`8@COuIjrG;MpP6J6?g>mY%?Aise zP6FF!ixV%9c@-Rm117LRwe;2WQLY|VK7%w$(~~#qhD3m!3tF4;(@Y=7dB_@#X20a8 z(r?M48tdm}>}ANtlkE7wExKHaUZRwJQEq|rM4r$jlaT*UBfA|#Xs62dp zO4(MQ3-d9O0=I_0e%<_w(cdY^vXK8pKu#-Z;FvAzLvg%-DhOX%`GV}`sqY<>$+zro zpC+~-vzpXaZdeH=c`_(dKR^6R9aZz`B-A8zwBGb0>&xO#MXD^bgjkD^xbDyfhf(;N z`Tb?#(Yi2Wb_tOKp{9PbPrnm&lVqwM`6skRN(%x-RxOKLhTsA#{8_<4-g#eU*O2#S zW+hlbg+j_wcr%L)_wf(+263E0JgIZBkjrHm@wwr7-uQ|CZnMW7pg{~#v6=QFr&4A) zukM6JZ&4-=DmMG@9i){pTP`m{b*<3Pc#AZR<((OusdCOrvhX?kd?LMMcW$j-9nF3r{Dei2rXJ_1Ij;DV z4@L8^`E%O#eI~#Lr7mKVWCtth3#W^Q(@cY7`$I0P0)Bn#MO&Jx5*qPL>%a(t0Ywh} z9cf~?C6@LL!w_1|CgZ=;+t+I>itsIkT7JF^Dp7=sg6;%y~%y zsm)lF%rtciSoRY+nKTIT^J=W6UE&lquV6t)6P<0buu*39VyTt_r?41D+e%x zcEns>`dfKchH13uLrYyvXk6x7G+YoK!m}jBab_aeW(d*>qv#}DCQ?hEY943P*|a{2;u<@n50Yze2Nrg=YVcLbLzCWVR?K+m0gy&F;uiKJETe!qDxx zm?fLsjyf*JK07I<+t9Akz~Ls2VzMIt-8@;X&KW5-aukz=9QO0Z9Cx12VR?eJI6PQ^cHqD ze}-k(&CIHot<_Rj^NDs3Zs@O0v#XDC`<3b>Q`EOnp_w^$h`;G0y<-lMS&PVUXE)iBG4WgMRRT)b*H z6}4#dbRy1n@t{WxbTTtFJ+q4l-RP>LKJ${p$lrO3#SLr!~9LQrujGfKHKRWpgqd7FGH30^lU@SUusl2 znep1E1q}~4`MYvZUOskp%A23kDl&ScCR|r2kk?3gn7x?mbrQ%M#TXyrta}<)m zLTFH};;EOEglB&kBFM6UIVj35>GT|mAEa>UG#l8Xu|W)eC1+Ko71QaN2W!0E#EPjh z!VGqebg_S!$9xn$P`{#~uSRlT{iZAjQ3ZHmB!}y!g)9?iZ9zQxSxh?P6ON_ixUiY0 zCp`N^kxB;fdi-ZAfFhOiu)H?OD!*40GBI5PTmO36w*h*5&)i6>8e{omD}mA6WW}n- z+f>)`Njp(RX_@%scKbbO-(_R!Tbhwz2aS)4obw`}m-QZR40Vm3#?$mRHEe&i-@lPq zJY4%~lS~KNB%7 zE2pqH| z+5J8AElu}kJiDU&3)#L>y|Zz?!Zq{UmZQMd?T7bEWLgWjCrYB?Q*aBQP`E3uKwRQT zpqq%_r%6I%{*9ZOujLmLUjHaKmd%IM2G=(Km7mrB23Am$AbnY9W#>^&d|?X$+q{=` z?@K0S_cM49D@8w~;);t0|2Xk8zuYkuuKpg^l^j{e6{8&mpQu0tIb7e*&~)+|c1L zD^*zNLQE*i1+oFUbAg2V(r;$}3DA0jTBdn<&q7pNgVwHun2c0^l8_UC|BTM$eLe_z ze7^MFm|Y*z(i5lL1FA`4VwBn^)6rQuak%ordH=R4`_DqNMyiBnv4mFR zgjdFoIdMgaYG9ae+}c%q>wsGC{oHg|m0;xz=WtMlbUc#*BvM@7Ky^-zTFm5`o?w{) zik&6k1w@(`A+6t&WL#!q%*v<-6P^m=cT)!9V?5jL;lY?m8S<0ty8>~GXnm8nF@c#Q zdmi56fs9*KCl=J0A!(Fpca_Jl14`<12`|sJX~n@D{VAm)ys=2&qm2j)&Sn0oCW%9` zlq#l_p)3YIck&}UlUe!H;a4=$`>FJqD)?1Qh8*^Tv7qc$aXu21e=ie>%~CciS)#q;ClA6 zdZEhTcosSk8`n5crPnvD2@1-hkjXwn9O23!D41i&bYvoP)oz&8Bh`z6;&ZP|NXgP6 z10-Kya!&9RKk_8`Fet=5Q6I;Ue-q+qkoUgdSHe!iyfV+g)|_h(MB%Tt49TyBWTvZT zD{iGAb$Nc-bsmzn{2#9fQthir$Cl9!@Vp+T>5BrBGi;FSNRhP=WD8Z1iJt z#V+7)Mrb9rRgE!}ipT&PHL%aQ=A$A-PSBVa2)%g>I+{zbFhc-Srs6cX5Qn|Eu7!Fj zCiQ9`pq}RV;hI^7T#}Imy1wTt-*1mgkgLJs@LACz4ixlF703rD-MgXIE-NfTe-`hp zf8AD!jtJV$)f)3t;uW`F&jPK7IeJ*LlHnwo&Xz6M7ItikAHAjo6G#}amT#WJav_ye zgXzR@om7)tapgi%#T=4M$zS`7eDOS=D&50H2WhT=p2}MK0`SrMEP(yA#_reMod_nb!_d}C{kT7qo=k|Q_qmPDbwHJpyH9q7tPjh__ zyTfscxV-{InU)KPo9KT&oaG3`z`;{$cz(X2A9JshV$SuI=Xmx1xA)1&pN87hM0r!G z3#RR?`d^a!&4vBzKH2{tHTnM)xT*W1z|EHM)lQ1-V^rJmPnhPyuXm_wcGq@vcr3Xu z?A`#>R>jWB4J|%%^*PK{*6c*R{+u&>t$6&d>af}Lyf{`wCa~piaH~dv8;vIl+&VrM zkOk3(J=XiyXZFtc=DEw)^i3ScFVhC>3wL(LFotKESF=URPgy`&(%XTnosWuMIiw#X zsdz(psC1>$t0(atxr!qm&8ztW?j1k&`IJDsrvd8zDef3t9G9xB2x~?Tuqt5iT7M79 z604e;kVfyK`o>7w`@;!4N?x+t0678V57Q@7!V(L`EgqB~=M!>dM2uXepNa!CPlC0j z5cNdFOteazz*lBT*QirvR~7diTR+lXyrH5=Mm;C&;~yMGvX|fs$4b-Xs*rR>chK)1 z`{;R2o(8E5M1S20796+11v@;fZ;a*^*j~58avZ$QBgGkSxW@L_ubX$i!eoP8;>87D5i5Faz3!{*)&5`}o5qK??XjjMhv2#v_?>Pe^H8fba6_TLox@+ZLXB5 z7%)AEX0EdISX;wPbO6}#`PTAke z<(>xkdo;q5q)i4+hYz##4zk}B5xuhLK;>$?D*7Uq7qaGb!~*TZ5L_WFe>am-3r{?L z9VOzRsQCwv(>aZ5kv>jYBN6Mf<9p&Wr-IByUAz+#*GpGz-j2&>YmIZ&BU`mkGjTHv z963$ic4q;~5s4OLLdztP9ztG%YV^(t&q3Va+4xo&biS$t3bRZ^?`(#1-x>UpcP)=j^k}NurZ~ctH@zm80vvnwiwKbV%u8V0GB{TtJSrK6gH@05*zz`LHK zb)b&CmTE-E7-iTl3Hb{nE-T^CLxs>ij?lMPY$?JIQSSUx2Sss?XAI@;X{7?XVLE^L z8W%Q*6Q{$d7wJfJg-6lNaVco+MSTo8Q3gl(ghiiAcfJPzUq6&SpVZHaIfCzv?_WK~ z$9N=Kj$u;9zNyyytGZ#M7#bX5BpJ}KyFprnyBQ!lekm3gDKDJ-*L|{o8=k$1`_J2s zOK#KbVmrQu9<%Y(uk7+LLtC;m__4rmvLErhqExTZk^U~y3Ueil)^)K-kbb2y?B}SY zr|BC@vnr|+XRB#|ir3B(aidh#c09&vWF?u19iw1BSpDBdBw1}lEU`eBnS!j!rFK!W zksW2`IR(=UlLNm9tu4LaY^!;BAbuGq3eda}B8UhL!!0>7Y=&F?6iswfS3K}ksfpHx z4j!BENh|=r+4gge8k=2+C5tAG3AkZEy%fY7J1cLx0Hrh$AS!1fo%88tQ$(xL_L))2 zXo5K*`<$cM!KEAKA=~LrxVqMe1Y&E2_x%}AUt^*ji>?g$`@MoQY1HKS5k#))YRn!~=FFnaQ+m#Cqi^d3~I0*whkHnN0F>Zj_c68L(?Hk@_s7M@sYxa2C-f zsqk}!4M(Xo5mRS!6$TtbUU#!TEGYwgDuPT!)pIDzw&f!hXtN%u(>n)X3lEhCupOpb7G};myz7%C}37HW+(0TH-fmQP9yud zc zJ1?0&3)Ht|wLDj^@hr7^mAZKytIA5b;AGrqVkw|l~i3T&r=P`kNj>2`i#f&uK!A@lQb_e-d2gO{GppJcz z;HgQ+S+-f9ATC0ZIlT&-8EOu#jP#e}zs-!_sEk<2mKUK*P^$J0fYJmg&^Iqr^XbY4 zJA>8K06$OdSk&aiMC_}~Vj=mj%MkgbEI4D-Yf+vLeI4Wb4(Pf%Y`N%$Hj z!iccRFs1PM0{)g^z)ThQ_ObhKuHd?uizT{J;3%A<@vW{)K7(W#{oQals}j@;XnI#z7`yy87J^3U$d0hM-CK${>HRNCL-G%5DOHhl_LVb z-(lLWtHnPtZCBT7^)6rggJ~}pQJB_shiUd1C`_w=UC|yq>vlrlaCGMf`KPmiZdH^x{eL*4gJUsP` z9~zMgHHh?)QO0G$68zlimVT}Wk!W|A29e%|vIo$(QsN_1*gGPv1%)vWXmB+t`%9)9 z0<`?6^^#w|Wv5p&ygXwX)uWR69yTUjhblUXC`)5THrk*k4kvWzOYwxO$|=Uh+QgQT zMALRBsd;|>rKl(+wK6U(re7Y4@W?oV;=!zQSLJ%~`o>FGqtiB2(0Ya?l0Im&1N1&! z@<;bbS!jgjpV@}VDAQ5B;8IxT!C!kK9{REw zPm4S)uh81DX3kSqnzV)MaWZa_6`T<17N+X;TIAsQMMd!`ciJFXE(jg#Nlr0v>%Lhm zc!KYVyBmNlYurhxtVSE2Lu;IX^6($=O>kkDZh(zuJLA<_-9Hn4u~qQZj8sxges=%U3hm(moV)jy2IZ&4OB)ne zAfLj<60fnoQh8EV45SlBSmafr-Se9XKz`>gUG7q2t=2OmQ+x8l#d&Q8O)S^JRM1a< z+|Huudc-7oFV$|G&6!KG<-w_tFS~FJwR}v^_K{H2U|%LQ!($Celo=^`#Q2maL1I(y zWo6Hnt>edB6%!$N)Uf)F_*l*-Q??=HrhtD~EN3FkWB+@00XcY{# z{@Bq|j9mRn{C-h=?x}8I9dP=*%lCcJV0sXmk2xV1)uuVKpYv@`g__GI;>WH~uY|$# zS>A$AEY9A{>(3p-@K&I})0wcA%7%#ok1jOr2f{)^)fz8-CgPYrM6=YHa`KgJReygI zW53dv=DJtpb(f_dt4#uy8IYWJo`R>f4&UTM3C>_?R0-g(zfYi-UEV zvk&qko?QYtdvX~FzC3nu$8v%?1b)7#xOz4TYmxh%w-<14MH(5|kS0NAp7iuX_ou#M zt3~y;*b*P%cRc0kFLBqu%s(Ei$jUvq{K-&tpf<}1w`_Rn(7Do+>^do>dP*aFSV-To zU@2J=>w$`DpxHX$mYS{bV*o+NhdE za)5vaU!6Rf&z&ZIT6I%xCqJK_Qb`=4N=-SKyC{v@^P%*Ls*qyhWysSCY5-vao^yd^ zRbKr7dhJu!85a9<1+R8gUt*Pl^Z$v>C8kk~3zIbDs*l)RD z@90Vn=4S_KP^jX~lRmL^HO5r=R4!fV<9rZh_`q7ZX$dG;YSu(*wC*mF+vg^hVQ=N7 zavPKQ9%b>sq|0eFd1nZmRFSdudZc>Se{?X!Ob)D&Sj$W>Jd>znVO**bWAoGuuuH;0 zrDFg|b}}ll7?F9gq))M`>)+w$;FL8-&BSZq+h&Op3M!lnW}G-0fRi0y2EanbCFG|9v@K)uQdALuDzuBp`6$q2Amud}Y9%A>rIdj-P9mg< z&8gb3q^t{C;(lh`7AZDQxizrj)SOf4CP1|ZA~K)u$dZpr%&8MD~9hLYJmH9@4ja+3B(Xly0B z;L{~klJuO3JNgqh&gam@DSnMe7tOG5PS4&S5dMM*m6r$5#Y#|2%f2D;PT>L)wP=%V zn5Nx`KQ$(URvJLTBEa3?0BXB%B`25mWL##+@^(3c9k&+?firNq1ai-Yn>>8heCUo( zIZ(5xHfxdx$suPa?YPKxum=-iW@I2?Dolt1$Sa$-Kov^6q6K@o>2^e1 zuBr@~Qb{dS6uvc0lfo9YcS{ZkWdLcNWyfii5o^&*&7>0nD_BM3x}--ysf#lJrkMK0 zGhS(On68-C53g%{BGSOfcBc@i>G`Y_#=fyhn-XE2UN1)>yS`G&tK>`ny!)GUjZBob zyE3LMEY8a*Kg+l=_D!eyb2eYgV=C(0H$~v+OXHtr*J46emVp{8p^6Z*U-+J5X*snE zi4}Tj90U^Oz?>$}iuBA1B||P%d`RI8NN`4>8;1;@kv9`*XA_WwOe>*~Nc5v7^^BMJ ziU;u%QC?pLWxTfZ?LhtVyuho9!f6s5FK~satxf%QfulhI)YS5|Px0^eYLrbR_ad9o zF857oNgruRa)zQQg)VoDeWFe7u_AG26>-!Gm=Cg zOfSri{qvV>qXxfyz1idG?|k^Iuw$_&?{2>J@CcM8O|I9YuAKRkEnU`bEu;^Aba-!c zF2aHRC>txN0rABl3fon<5}N+6K8uC9Y_If9=Q1ln#^m*X6`dw_u}&3jbR1Tj9OgT6t8`$(em8AX)=m6h{Ox=(1jxW4^#*Z zl)IRF_n-<*WtY1{Z98mmpMFyK%xZZPUG%P}x+=ke%!mp-*JK#hj5d5htda1vA?nR3 z^?e~<>4(4W3sZJg-kz3An5@@F4#Gb?V5>>Lr*+S#d5jKFDB6lT+Z4}yIATC6rs0}v z=RtbTex21UoxwT)?dz%#1`i^+{1jl%C=z3_!~8O`SSRyDGqkehI7S(Kw$;A1;2mQv zQ=BgI#sWyvgs>4kn)i7Wt}_fSDJWH`#GgKUURoT>yTTu=}dObNa6`vwX=g+_BrwcGX-#RZvR~^3m z;1jD6&8hohZOh&MSAM&Y#8Zz*xO+mim<&*2LOL~<^z=UWc8UCMB(9|fpY6Qi%|b<= zb_?4*^1XIIggRBAmHK_{` zWccr_X}JxuC_2lqU^(QqJr;7UrF+Js36+_w&T2e%g}$ZeJuJ+1#gN9Q3Z&~~e|Y6$ z=vw;X`|G1wwm=sxlg9)sMlBra|E&ecpIeL%+J}{8fP+7)WG#^8R0hf6{Y&2a!G*~-b%{c)JGOqk^xOmhfdw(e&l^OZ0n^M0rN6(en!elp{FxTfn=eP;SE zR;$%KzAXDG4Ps=wkI<2eRW2vPJsRZyD*_NknG;bRbDXONWBi zuY^niswmZC;ostY{|{jvB7Ib3`gh{}*nX=XU0;va;dM6AsC#HZf9|1$#)Q3KiXO~n zIQ~LKoz8qKOr9c2)^TO0uHvU+ceh;|MQ-w<`B0S_(3UySA<<)5aVehWpmH>-`RTY4 zs`#@1x&Y~y@Fpi=?=m!C)}Z7p?&+*s|AmT2wAd4DX@fqks6A={3Tpc@nI{lQlRoWr zpdO?WJiun%A7w;y4#YpT2|||`+jCpI)SR+b5+1N3aywkbPuvV1q0J z1!5CYCSmylxQXgUkmZ)zi>x$%FNa7h)oG>-wng|NRj_Q2x6`GC?K}yLjm`*NLKdGY zXwYA-6-J6LGGiR%=AE`aAZ?2+^Jw20Y|UykNF2-t{&G#6-%lb-Mx|D%uqkZ9;jPwf zDQPMCfnk@yl3po_EQZ2o5gE3K zj&d<`RrRRzG#U@aemj6fG>?=hn4X%n!@$f3np(I)s&8>Zk^ zt8|?c(#XZE&F*;y1`CrYB=sor_Q~8YqccL}2e!xQW2zLL7V03q4K5>i>L37t1yJ^x z^kQcCOD_qqqUIMaQfeOi$$a-><~*{h+EAfT*~qf;_`~TEap5*7)-L_?5*v*q`Tix>6kqJVIc9K z-_)U!`*7BnIzaxRv-1}{sfQviOXW^`H)(wFG+PVe8V;;KGn8hp%ZR*)GlbIfRkPM| zQgYhG>FbL8RHZ-p>F_D3(;Mbx;^v;7W!(%_s4B^`uTU4B8AxK6^ex-Odse=T%cZUq zn`|e}7y(g%Y_097GBHbE;oEw|n=alYKnOsQbJjmkHGhQTsoF+YZ`m8pPFDxtR-0nk zMZPYu*M(e)i}Y5BS&x>hQe>rUNynfhj|dXGKKAtpqpFcaptDF?93*Jlt=kYHfhZav z<;JVyf!Bc&+8v$Z>muU88LcvJmupoh;eNY$t@tWYJC%+Q3TAyVm%P#?0*Sr=2}Ap= zw04mYeF}8+f97eZObzWEJqs=T_wV2TX`*(Qr{U46H2$eQa+?n~miEOEv#1rQG?fh` zPywA+hnvcWQWzoew5rV&BN?2qI`fg{%CT%g+tC8mmZ}f=Vx9-9BQ4dF#c~k@bZV_N z)8#4|+!mv)wX@Ya>P^3BE_vaBy0uRFA_o zN%ky@!>Nz3jR2*}Zh=nM3n8)j@)&nkaPN%|NKdyIjo`9;6fy32x%i>Lq6052`H7zA8*+3m257+lM>KJ8qvmbTPR2kIf zmkrb-3~2)Pl7=UsyK)*Bar4nh$qQc-R|fWHoPffrxk+{CoOMkVr$g1n#dyI@{1WwqeCUW1lv(6rZlY4tjRlC`D5Qy zqnUHFmfYeSW>^v~bS}K7_c1ga4dMQo)f*zba?69gL%L{*C+_hM-H_SatDFqP^vXx{q*@~D(0d_^F7x96!9_D}3MG$L%GXDi9|6d^ znU<%EZdYrP?qei2O&iFgt52c0{MVl&DIZ^N#BwxTZzhVOa4l7t|7IIu^!R2c$D!e7 zx4`%K=1WNo|LtBy_T$_An(BtzgZkIUw}*{G{6Cb@=hm;jy!z7c<16Lj{gNZ~{oo(Y z?~w0IHDl>Yex7EtvHd*j{&7y9O>ve?{HUGbrS*3q{7Ji`Pbc?(S@cc5=(6PsejRkt z^TYC;#^++T_vUEnNSUvG|TUft_&i#0F)a5CM$-2)kv}}9| zZ|fT5JPC#XEc-na-hQ%(a=9P$*#zUd;}_I{&%?b~9>c1eI5{gRi!N*<1!KW;HtqPV}BXyB&9$aZiy$fd^9PiDlz6eUeRDr z_cZu2oJoa3MG84`B0jBK^pS={ph%%mqQnbv{cr9!YMB$x-M$R|#uopMp1+km@+_GtCoDo|Z`B z@WBY%JPcB0Jtt^Fr9>!0+Ux!>`Kf0gHR9ebU1t%T;;B^!m5?8Pkz>eoPU2K3$DZfZ z@cZy0hdz-Z+Ybw=0IG~DKCl1uyB9xQe!_z%0xK;tJYDvL?|afp1U?~UEwzcqQIPov zJROgqBdi&lN!4QNb<0=w;=lJEP&Y!u!X~74q4p^mul;Ah+KY zL26&w6+7`rMF?h#=YA4se%KsevS&x7Y<$XHIND4t$MbW=EVB=G{KJ7yC;g_xWJ$^i z>s*9$N=vz9$dwamw2Nw4YvW+%+-r;B#J^W89a_K6i4)J7vd>A3ZRC{BSgn5&~kL6_-Q_s#__ zqEtf&QE!(@(?Y)1I?e_zd=BC6<;<)chIS;m*!+H>(p%H_U>eiZ$MAI050?E^ucnT< zumsQx1UxZ`s+IPKgDSSi>#&dzz(g#@=*FlsSj9K7KR zZ#QK_hKTH+{Jiv>j@Esk*z)5WODXph7REPraMgyJ?lx^1-|1_(NSujUTjj@PF$;e) z%?pH71|-I(iBau)m*1jE zsDnLZ7-~76N?}*JchJh|GCYH)NUU&nmEns{JA5T z(mw8>b(Z(>=Pv3!XTo>ltmwzjFLDn$red_t%O3vPQ_=32$(}f`LM=peQUVULwt%Wk zS9<5iR6iRVQdI_`z=k0s)%1ZG2I3!`dN#hvv2M-2AtI73D-V$G<(F23Dju%2{E+XW z&nwtdIf7QM6ft7@S+ajs@{?^|1u1)*#^Zq?B&OD?h9zipSFA-sl_TL*!qhJYj2KL7 zRA3!^*5XdGdU~3zB429<$1CNw@=_0vY?{A6_0V94m~~4Z@(gDUU#jr5PPf{;Qo0#! zi0ko=S2GW4W1MxR^BCV`SOirAoV9G9!4SiC0`K?k+0Ly7BgedEh0azJO+@sxuD7sQ zk-T5|e~K@_Cp21@p5qu<=Ot*rmHCxmTsvsM%v|a2C!)YZ0))Nw5Lsaoiog}lHWJsT zq!037nzH8m4QBF|S5NK{@a$s%wNNTn7{)WR=*?=Z&4l4#&;+6j^)jUic`#jL2#@QAPKG^YxFE;fBd5RSiykZ$qSVHakh3AyLug>3ur2_^LP8p`%S^oQ8$pL2$>te)?(5gi z%x1C2>3|u5MiPOx6`F`k^A<#(#Ej-18<5(|2?%ElKyt{XQqoW8F}8Y9KHXrQZepDk zHdHzbNZfozzC|7#ONE?{?aT&<>`_lE^9e=pej5P9iZO3H1pN>8-tw!hMqk%1R-m+$ zkf4PkA-I#^o*=;q?h+gd4estvaCfiZ#arA8#S2u?0##fpoV3qcd#`t#@t(cU7<=z8 z=lKuj81u`#=JmVp`*E!eVw|I*{7#j(=ExjOhlIsWF9<~}ZY-WWT1WZ3++?gX`T0un z%z5%GZOXiO3eGJp`=_krrL1+Pyk1Fpd!F*1Hg!Whb;~$)XV;VD%=@dpX{{>g=1W6q zZ#UHlnbpkHyK_dLjU8%AdE@RD8sI?t-9B%s9eKo#IT_+87!YEca^pxveBHQz5AUZPWMpycBX2fX)ZZldF#X{YD-PMfBei6=cs!Dn0<%n?tqBndi z#$hv82iPJon^!c;Pgtfl1}SGF5NhvllBH0uKy9v=Z|M_b_1|K2KW>6H45iE^j38*obQrwxP*q~x$;nXe zV(wn_1mimbX3Vj6@)EcenBNUC{-7VOkzqUPom(sf_c?}yDJyG3^98UD{hJ(L;8<8u>C_&UnTr|>DM%lm~od`G^+BPoJaQzJ>BTNe+RO)WfM z9^W2aM=wQTr|VJ$%JG&~IxXaq5PY=L;IC#vzEMl8(Ae$*v#Mu$ekpk?r%`dhr6ZHQ z$uKWz%_&3@DS?5z&w-wJ@_j4E+&Tq~U1Z@`VDGfSE9)HsTKO0e3<(XC1{aERH>9Ag z_Yb0VoMQA94{|H7vq|gPI2u-uO@gWi>KTk4Gp?7Y(KoM1rpf1k_9Urdy;JFXni*a- z-~Haqe5Zv~s)fz0g*~W+v#^D`r-k=b3;*{P!8@(OQms(4R#8Y$t9W6nWKXN~t5(_X zt@3x;6s6h_W^KwrZK{QBYCUZlNs|9clz&}l{zn4v?+eZUqX7K-Li7J20a$XrPQ?B1 z0xbqx4d?;rY-QPIo+CmmkI&&>-7}VBIg_*u51( z{^Mnp0JYD4!R@R?q*093*R2SyrHnn*p16<$QA+x$yN67loN>39JZerF^L?vIbpi4` zEAo#h>-Zr=5kK$>zwuV|l4#u)15i?Um~H@+eP#t(5@${jt+^kXM`TtB%7T6Y6;d=) z{YR!OFL%cJ7)-}w<6%S1*~8q-lwe>M4n%~pBz zWaN34hS&AyOkXSF8cQMMe)Li0Dm5)ipZ3VTWd{;~_Uz2D;yf%$n4B-2)VSu&aqoi6 zwND)!iYH6WDI-IujfNPi+N_Uqt4TLio{h=yPV!=`qBlUm6{WW<>0lZjmZRvJej3v1 zaCp|tWnFAfL7h9M$#v~!P#xtlsS_*sunM9g+_me^DU7~Z&NinqAuOwlp7AP5L6GE& z#j<;+OKjeXJMCh;fr(?s#E%N&dPig*WxHW4#L-5`&s4(NcxL54CB23+_1P2;u{q(2 zKGSLibFo6sj)>XZt7jpHv3_iWj=T}$(b@d3EWf7ekOCFjXnI0ffXOC)D{{iZvITNWW>W%K*WY;kLE~+E zdQ5bl+)o3Mh)@GpI~y^h{EKFmpaEtZ;%Mm`cR6{dHa2XRjh~M?v_<11oIl%9vauvm zl}EM!&g}Nv7O(Ev`P~KBk|@EcYJ4cty|XLlp$^ZUcP?vSj^7zT1G7HRJr11*vz}Y~ z_kB!w>_u+Qhq>nTZ{G0lbN0mRe#lbd0cB&RVC-q1?u!{Zeh?^ zcOD3uyPQL1sd?RCZ|9k==G?9qZ(|A#a$tRhPm@dsTioAmC@<#ibO^m^HDy`Vb6BO- zkkYtF`_O;1!W841cyFDFps;CU9hKs7(Xep(#I`~LA~{qoh=AcMjIdIcs7>t0D|G5r zb!(x8KG}oRjkiF#;sJG08XCVoE|JO2iEcaF(xa(*ez0nfeI+Q1=e-;S&@@ea@_wsR zmEiF1ZRgeSYqKpLJn`v9A-m@$r#m^2A5gk9ud&4Grn5+MD~cN3jJ!&QqX(}=%5c_? zBKVu)osB;08uD2B&7)`D0j$;z-E~N# zktpPA{_nWZJWzM}$AxA}I_8$&7R^;Nww`Pgy4B#<%iBoim8+Lg%V5pU$r7Nkdx?p% zs4v7_XilJU7n*epX}SxfvVLS1=bBU3l>--PQIP}REE)JjZ zmqd>=g2%ha(;r1K)c@Jq&i&mt9wzg}$e{XG5Pk(%e+uBy5PHg-rbW2Yd zx3#?$vi}1GvkM+y{r9P&<6etYi9@UBGPEMFn z>u00W;xmGyWH+u*wCG@5tCH2G0*7mPwC`F^*13mVSTkt5{;_wRUg}}mdAY1e^#@|~ zBU}C^+;V_|PszI0Ux~VBXArdyf=7|yI0bq*isv;RFZC{HBqJ5S(yWg?f|{CBl9Wr75?|EZA(G2v_VCNp^t) zpmvULM3jlVg_c!iTn0FsUP5P^z33~YE;pSU=6MJd0FW)@g_CGgo0|5K4WTfFT6K~O z#td@~-N@4>s5JSc%6+rdb`YVzJ+2~loFNA>s9T`EN0ULYH|YUtR-PjFnceb#>1XPd`gS{K~(z;g-em3?`+A$q%;J=`mh*TG&fc2e{7JX5_<3QZ!5k}j_@t{lk|Ch~O~_?0f~ z)>i)b1w++AfkQcCX_lE0m7xuR(uRKVQxYRqMSc2H1*+v@{h@sQb~$II5?ALEq%GSX zoVyepz`9A%nh%;D=u?~Xtz<>If}6|KSYkK&3Z`%+DU^xGO?1gUJdMvN9agqvR*>k( zsiI&v^z_1JcU4`EC9)sFaaftoOI;<_npG0u%qkrGc@X$RUoVwT%B@~vm!mvMBujWr zE+!wE4B@1Ws5ByA|d??dVpHWt#%&p6I37De}E@rl=H5O3?j{9OKnK==K9NGM~#C&^Hbsrt$@8&0Zn=B z>xjHRWhbIrdQ)F?qdk5)2KE$s%q(wdc5%qK!(V>U|2j@=Sc041rY<<`(=Ng>+KoIM zqY+t&?jn;qUi6p8#tiGStfCIaq zJyT7(HjLV6ileH9vdIZPFYTpGXk2pEFq}+EztctA&mWPLF-^vrY{>>%ltCf}=IDuO z&^;3)04I@8l_V;4pjV3yDRo^oU!{-x2$b1b@Abat=UHvNEv$H*oR=vjsW?`}|cwe@TnxkRy27P0E?L!>kMX0o0l?gUg7gI?h#JO1S- z@sorkKy9wln;ASr|0OMI8#JAyoX3HsPY4XZxhBsgsdy)4)}^TOEgaUeP(JsfdRpT> z%D-Jm>aKldCmYfZtEfV#b(}d2HC6v6(KSKXnlkx(!P3r_^`#JBXb-%OCCYh`gOV=` z5mX=^GB!9%S_c+Vuu~qwzOZ1&G1|d+lelMdV8LQ+JCEa?{D37FXSas;pYj1VP{C^J zZ)JA+jr+d%D%BBhl7n zwf@R*0jzjj>{MsF95dg+o~>CR?n8?rEJz3@N>10K?9nlKn1QYL8oyGE@4FB(GSEFn zvzxJozt%cRf3r{lUrOY8ZEetV6|m);Q!@~L*--hCp5nt0>JQRnmM9cDvG&QF$$BgZE)jTSY?}a_^y1Rd+tAM!O==M19oTOP8>H zk)A|J^NwBYiA#HB4A1ylfTUZrG?HAT2C?i+>q^x2rAcLe|FKMun_%#kKG;!2#Pj=q z1EamY_we^+W+knMv+$!8AJUjVDY{3{w#`RR{#<58*RmAAhnbOf39-tQ4rzCiw`&`3 zPt-nCE$3m|CdCV!%H8~vq7%LHNut;H>^5Kd@C=b=2&!t*ZcvvPr3)A%5(bR1@mk)8 zAwi}AAXBDT=HmAIgO%zNex%Aj8I9`b-x&>=)(8)&Acq1z{F!!}ve}&UGi$$L z%#XC4&X)_{%~%OFx4RV3gc%4wHZX@$-CYQag~B&d?ZkcLZz){Yrb6GmIxsk) zsb%BV1|D!uy${Ufv=8&?OiKGIVpO2{amO!P;2sP+6m=T~?3vT{{W~k8fIEI7{?>n~q zbcc~mVqD~?@Q=3PpU(ilBXmNM(;MNBFs!}`AxxWIsV9+d{uENyXVFdDL;~9Wa2cKk zj?3I~ePMPnr|eYoOz8EMWmuTB7z$5>3+9 zv%vQTs#9s;(5$5r#=ZfEv?juolUJ%)-eiMDcd3~pqb zIv_=qfDt-u$IFWFsAjAZPTk3~POFZ$L`%Kag)P%Eu3en~M~{4)7bI0hD2Ca>ba3aL zp4b66s=PH>FUAa6j*N*GN*W#lGq=C#wg1AEJI6f85!H{5)a7v$-an+SgK}k6yi8m$B3G2xR81W8QI-Su0P*%&K zFgL*QQpn(Dv%S`0F=m8Il8U7a!d!*Q>qT2ZA(G42^{yS2%xBV_i{!MMlxm<=0%I)S zY_q()?)5W4`_>-sm3Wy-ehJ9FSRa^;zn*;;;b_`ne%|HvUA022^#t!J(Py6hz76n$3#RU5tB%(+@1-eO>40mhTo>ZG!cUiTB}++ zmJpsSMsF70l8~}hu_i*4z$J6^ohE9EThqP{*`ju8wJM94*XvGKRgkt-4g(ehwxT1k z+KP+SE~lEf2;EzB-Wo0U*UZ8)mumK^1~Xk1YjnzmR~c^X?*Te3qBFH))99J6=(UrI zmIB3w=*ICIbw2d=HkFPp;F2NgzoE>eYJZv?o#;^Kg|@$@D-ss^H>xrRr~9BYX8HRGkmKQ^0shWK7qY}^5B3|%0zc!YGL;8)V)y5N0vy;s z{G3I5^rjT?pbq*!lpF`JiSQ*@Mnh?!C7+anA~rO&Z@%wxwBZXVY)n|7BxY3Za|)*4 z%qDtcPw~-0AdC)OCa>YInAZ70PJZ+K&ko1lw?Fy0Ixei7&T|zCW8A@W5+u4;%mm;Y zfgfCkrd}T{FG5qwwb-ljnUkITnO}Uv9ge`u9{d89e~nNNJTWUC?cl5+Vboz==_v`H z5d#z*H#y)pXsS?B(q@a>%f~0({b@Sby(4r>j6Q0EK7gaRF>lV_SnV}w^F~(eR$NSO zJ(^C%Sb*FekO+b@yFPmfQQ^l1C?1)EN+Y`q32SiQ7quTheA9L|?VUz}_(K&2(a8H~Mu3I!xu0eVq9#7$0HBV=P6?hqPk8bA z=C{cU^$ZMKu2Nt;cZ7q^EZz&{XVMl*_ZMVS1cjWB8|}gN0Yb|6k{wmn>*!=mWn&2) z-t;$c=FQ)7r+D%!u-Yqoj$;{bdt51KJ+|~;OtVFar1bOpZ z&eIsJW(X)2ciEEBc*!Gu0TJ($+#tG=Qu%~j-o0jE`syb#O;?h)!WWKJcXh<6mSS65 zL>?yGL5t0N$`%PV)qHKr>Qm zsq^;Nb_*F80H&Lb((Bi|dKLI8L;Q?NsD8rQUfDsQtr`Y2TKr<%ylqSR!dl}Rp2K`5 zFUn{Zq~&uZT(ql%RNm7Ws~vIno4PiUb=3|p`)G#t7Hga_3>s<*?1UUvuK`Q_WmrN_ zN`RJ3%&v}3%^}BZSB1%qkhQT};JFvTLSNLwVwij8bl|0w?^b-m0Or4TI^eHU%%S@1 zcgMA^psOi%%~7fz{*+lYeBAW*bN%L#mIwT*OFA>GK}Bd)3JT%Z7) zLwjf?uFu*&%j<=6XozSl_-{UA_xbJ6!d`w{PXRR{s2lz`wBxv(}%Sqlprvrw#EM4j*`^|CF0bkEw;P~ub^7HAD>SpPLFrQ~QK0|QK z|K_vrV+JF+cm8cRz&wurGYIf|H^4L4iuE6vIovY*N5}Bwb|@>O7IQrQydlo%Cl}58$zFQ^saPV{xPw^qbWDKr8f? zwBFY9Q8gTazY8hn&8)F8Eb-CzcU9GK2CbO}hiM(&F|JoejNC_p;3rgW;t4s%ica1M z1^<5ylz)k{^TfZV19oe?gY^ve&`I%8o?kcbNgBBJcNmWiNz~|Tl|}j3gQZN56pgo% zK2|23;CsK#2F?0|NCznzL{ulAh(3>ny*grYuXZ#CY9@IZQl3y0W04ldxV9#Zdl1GQ zPEimZ+(_@P!d1X%J1^tGVz*KM8;r<_N@k`R>dE7RPnsf!oF z6n!=FqZC^f`Bfb(?*jZV*`hNdK6>EvmLXLZ!VJx5z*(J)&QaQh9UBw1+?oRS%_Dt+ zR^=a8k)j<#jD}ztjvSP*fkiD^QngiEt~`vdi$P$I72_vUCXz0Mm${dXT&~JI9uF03wPvLF1)b5h$*K%ZdA7+MRIcNetHJ6ens>y5ijruplHVS; zW$#p=A5cLrYqG7U=_aJ2hpm`=WvRB9Nr-Hp0s;6N$?yre>~WhH&1Ot<2C)g0&^&Au zMoFPdkAgb8$TM%NGNp8rxn~F{nr&dfl_p3S;}@WDT?t*6sjcW|iK_x}&8ekT7-?WS5l;&#J zzR#^2Gocr;FWv-#fp8%?z4Vh!8JJhCaR6+pLs1Tz^*K`>B2ni?#f{=d^qA;CBwXWe zP_Gh*z89zB+?Qw`l~iz6H^{taewy8`1}h$Ppy`0Qbv53QtRJkgumR_}h}b#&t1tUI zCHHqq?(dY`|3FI4QfjZ`L&^6~_ddG!p!zwErNaGBexmA$*&a*393|fVel+wuCFghW zYxZ-aO_~gRZcP8X#k*JJzk;5?Z~xMezMFpE+lDN(k7 z+=*lPU5#NHI)X(3n;AUoYq-Df(L_3-oO=a^*fXvhqU-?_pvfcF93cM$kv#CVHa5#a zXk~gk8rhxds^vscEzuNeF8Q{wKey_noJ2DfnPF1%VIb8$oo$~d+u_RFzI3ZkDMWRE z>CBxnTnIC9&3v-}oz(%+&rjF?*!s?=?MVTCzhJm07YlNbSn-lk(8d*cH>S>?I;wdV zqF_hnvWPztjY;9`PBK1I^=T3Gtk+K!vMm6SRIM~Og~l(I=gS)pojk;-e=|jXE+S%9 zrT->z$F<5Y=Sj}(FE1d{k=ldtL)pVnPWXIf3GvgazLg&okgZoJU_dncBiML2QnBj9 zC2ndO;lSf?$jWZCJf&J=huu%Kzhua&P&XA!(%58TSUBdI(9m}2j@aPQ&UwoJWhPtX zVw1bvcDEeyHex@~fI4XfYm#*0K zkw;G5bF%~QGZpd{heC8TTU39G#$BIVxeh{QED1DB(QFBMPHm&nim7d3|DS)rsVUB6pTv{9T{lz{h&7mU+ zKOSAu^q0Zd^n=NzEfQw(lK)!(FY>5>#rov1b^36=PJ%M5SPD^IU{?JSY1@`X%7KKi%ER;BEye|v@a zwtXt|#o(8J5E1;0|0E(yJ4Z}hgYl_z5ru0Hh{o!(TuS42s9=`LGp zd7@RKr^MShAKof$a%H|ZIY4m-ZKhlqnjeVzS)a5_&nrST(xM(=B-Z50J@hJUhSt@Qd#(|-6)KA^&v?2B`>Yx=q@SJ@5V zn&j%n_YK+?oumJiDY@>&TCI}?Jv#~6%tbAMkuMwy=3q@Ax@u#P{^8RtJ?jBi4MT$p zy!sGpkF!a6^6=aa@4k=Np+JS_zXNl)A6%#36-Ivt<~YCb)6I7<7c;e|w&;eJrtCKT z%06Rpwf&y2qx?HCH$s#1>PFJP1?I5nuK-MxFY1U?Ae)&k6(>|NEHy%2T(h0ftA6qn z;uN$n-P*Sq87qkn#8Z_5uaX_6DS~7<@(Q;^R=99G8<(I2?dyg&(K`K0d3eeRm#XeLUSz}=oc7KVOChnd;~T+ zvaFeg0?doTXT8@PHZ*U1<;YG<$-ZbyQ>qBgIHSAiB+7UmvF!lQUI?gty3Xm?8g*?j>RM)8!Bv!x%rYnbv$%X>uDiaB7f)jC zNa#IJU___@KRg;ON=9{IzI8`v__zoaJhHX9 zdPXQrGZ?=L5?!Q9Sf*iFeMuGU=riAv{QNwbeSiT({C`Zz`KRvYrS5m8ep*TWa-RCS zHr01a*6Iw{v@6rFbze$}dteAiZ09MutF4^H@UBuJ{yO|*96`DY@Fk`lAo5hGrdrz6 zCX;X>>e5TMgZWU&e>XJ8WB{Ld@uBU*m-PguJVlAT)$~}XEk=QoB=_i79j=|xXb;DU zt|Pu*iI_-LVYJ#5-5eN2FF@NODU~@+e2Z=(bdGIX$xwS5CZzOJs1ch92Czr(S#5BZ zNBwa)kZF|V08U{=g`R1p=wd^da8aV?)8V6F-z-^2Qpq1Saz~4@`$Jg>Az2zMHDXAs za3?f*INM!RI;0X6)f}QhD0@%AJU7yGN-rbZOZ%mx`o;)Kr`b7W9QY{%dZEv|AITcN zN=IZPa8oJbek>4ucsEYTeP2XX43=HHX|)AQ*c-}GAeG)m=N4lWsg-1^H!Mo@wKeRh z{3kq&HuC6fu$%_850%Vh2BnG+TA#fb6^22>uvkV==$DbZxPH~_5}Zbysu@ zk{Blfk&+;VT(J=;Cq-(pc7v(oob~7eCfg!9p)6R8RcZ`Mt1B0v0;TP6Ipm@|8)ke= zogS7YyS!8;jPAZ3Pn{tes9O3u62X zVTh!6_h17vUlPYk7NA;gj0Z-j7$Bl}69PitP^`GF8n`C82ezacMk24~avSkjnD?^C zym>~1Wb_8h-?nlaDfkTn9h6wK1{STgtCDEN49WLp)$lyh0_(b*`4}#&`J(HEg|t&M z6dokz7qUl^i$>CM&}7ytpPIN?G;5`+mA?VGHm@rvP6Eg$YF((x3r`CRPi5(7;5jW1 z&W&q&SUr5p)v`eja=wk+cuMXH#ae87uwjf%G`p5iQ9I3pI~j70QF28&Vr4AyGW#HQ zQuMcOiR;ldgWLIsTUED>q=(d$8c}>jw1iIh5j^1%y4kM{dEqn>RjN}$ z)4WF{&wtH!CKOu*{b-?W;g6j6F&D}0=i;+bD|~tIiL#$ffuY3#H^<4!t0!CVG|U;K(6wcUq_zOMNB$!8=T zBpB`2Y(@LBMYf}EPRde0S3TOe;rj@mkfg?4U2mG^b-LjMuT1q5we7r{H!zkiTW@II zIX$JSXo?_Dp2=Z1QBGf+F}YT-g;xsB6AW|=aK&49u^a@Svpr{ypPS5yrpmf|Nf9Z} zOTw(n+Rqn4p*bls#gdt&sl-VZ*|hpnu&S{9oDzLxJ8OhL*{&|}f%j{) z1=(YKjltj%UShk-{Aho9yhC90a^o8rulnAIwXqVW=k=$yzZo;lRc5=OB$QPq@l-pt z@<)mJ7f0>XKz*fUmU7jlcBRd1m&6f5ZCS1h#DzUaZVIUef6DdtMFGNgO3Tlo7uKUZ> zT2P`Wm6jDA-1@3Ai04O`FOmH&m+=000lP!;DZEben^D`zs^^oltU^zaFe+aB94zGK z{Bp&aDXJl-{h`cl0ig$X2%hFe>@H3dSE}@vJUr)r?9CNwg}>ffk?r3boGOlFFkRoH z>Av}k+~)~?h5MktkNl#o@>Bh%`+e97k%Z@vfTEsJ4Pjo{2Rj*t(1jj1eE z26fEnx6sY}NBB{9UapKBM%`wp=MixMHb#6MB7$-{1B^F%4=5r@_B^|72hFbuOVp#g zys(C`2%^((lMfrc?r#zAD4HG2()FupEO9!OrZ0w1x9#R}Xzr;3wF6&GP2>&)t#P|@ z6;)5MGC}q;DN9~xgx&Ql&#a*$3d&cQkzUpP&N($uw8HiX%6#`IK)%94%DeL|I=#{V z;~M~xkh|MEFZtu4?bOzasIAgQ;`)i{;JxUOwmRK9FAu@x{lr^40|)XgZA)3bhO+CyQXE^A?{M0%h|At(XjN5#)4fH#lzjDwQCRuP zs}Z|Rz^6QoSkXr>l;yJcbiZUc=u}cQ8_`tUwK~Df~c#$`EsTgoQEciiN2jRbw5|6&A zLc)kRRQz1`)fxN6fB}Fcd`0ezrX_kg%K`hDOOw8{|@=Tp^(RuQJP`~moU`g+YnaL9@BTSRmjo1Zw zsIj;O4+E18Jw-aTRTAoNB?<#y{0pVhtf{5gx zMHx)Ft2I=x3z|`Rlpcf;y}rnN{t{%HVf^DyWg~=S-S1=Mo&Rph@DYFwvBUauzEl(^ogcjs=0rQaE>DXU^8P8PU=O$kMPn3P1&@xcnA}EF^8*L%a;4 z@FHNk@HMm|qmr?EwdzTv`C*=sVplFct;5|Y=J$HM&li0;2+X=*y3t&IZp!fGd2OJg zl3aFN16cke?qt5LVE+gt9~vvV*o}LEo z0;fhZF2dRA2I-CQ?lM&g5x>`yH z=`*YqsK64A;fmUcs;5!3NrBQ&^b{5Mb1zI9xHGg<%M~6>riJ8}9&SQu&$#85%E;+e zjHns~He|A??#P1bC<`>hhq3vA`RSJ&cN}GMHtJOrWU8?2!!AfDR9>n^>TwouUqros z61dl93>d>?*;i>CRK$dTLBIb9??2rWp{8J2%{DM?KD@Zq97Zp`-bGWXS{ zlF%`bm@s>gDo$mt_zkGMT<;-7!R8lz^Q$&QdIw^BAJn(?Ut7Q8%K5MLD}SrXzg6Ym zs`7tORsKbk;5Mo7kQa;Z@y0pAR(1Qu!i)|i`oy9nB1I#yd3-acBKdg#+AR1*hj1p< zTkEy7efUj6FxG=K8UHajcQ2v|O$nO7yYfCN8Xs2+aZ;l_Oc(Brw)Wti*`Q3DKcgaA zzO6)^WKqvd%NW&_?sWS>>9wG9*1d#p{IZx7cYeYH`IDSnWtW(%}2#MzM zMqaX_sUJYNf&ut+;Jm5v19MOGp@f(S+b~3xJk!L^1iQEp? zu~Z>(A}n6A;lTXQKU45R`NPjt<=LFH||)r<1yb9oG3 z^=P3<^6QAX8D_h1jCU0=DQ7MpqaZIWFPYf`;Iu`<$M6xJB~T34gX?_IDzD6`vlj5| z>GmRSd1)%BhAVT^rm4|f%~CrXSTy}3Oc&lp^i>@|xkrb1vs^7m&BE<_~!$U1>?+E2|l*LJ1$ek~tuSsL~tS1vl2M%)Pp( zi0)>n^t2Qh9u7$=b?XLsu+<0_CLy;T*;SkMk;T{eo4oqsVtMO_gJy8v*v*pd5)0_6 z_TopxXFi%(`r$fzFxZmz)Yoe{rG`znEw|BAsNiZ^jj;W)Pk?Ivffb-KEXovEqbX1W zV6gI{gJphRI%Xl=iNE>TkMU9SoJ7l~>Q6JG+N2z$(FJss(Mdtr@o&QE??0Nn9AuUG zenHv-wJA7elhmc)`NcOLFOF z*5ryNXj6~f^aEGnPl#Xa53V?Zk$XI2!nXG8ZMW~ziUcJAw3nr7Ng>b(?AVF#nW67yMK!c4PhaUCmY%?*Lo{u5x%AkVq-CqV^#ibn z{xDemi(?h!r;4E&(W1D-7JIpaEk(ven^ua?nJC#-Vcx9Y(EuzYC{hjo4rSje@BV`i zqBD_hRE3?XcXOY5EfB1Y%o)XQbKgdqHs=Wpt6Xknn5f$0SH1#=MDy@4?Pmsj&x0i> zv(%TIyKn2<4qpCpmKNJJ?nA}^*|+G>x$FGY_T#JNXHx#h%RkpvQ*JNc{%=v0Wx%M0y96^ZxY@(gL?AZq(c}pC%&x!UX`v-Q!yfW-zP`UfgK9R7Gpfa1o+KRl&>t$5Hs zp^^$JNRX}bkywyxolZF#+%kxMF<{F;phyo3hm145hyee?Q)Yw>4I2Oa%TsOyHLw{_ zj!|3Mh~8QG?I~OT%~Sq?%Ah}<@&;k32bO6B8X*`j)RqxS9Kl$R^OT1c^UZg@*Z%gD z=P$WhK*0Dvo>Gz|%)9lsr&Og4_RLq6Z=z)I zWjxD`{WqdK!S#EVhcYerv6Uw{c?EoDf!rRtySW~81z@?pKyG5Y_CC`*C9dbNm2f;34?glM_FdbteF zQ+C;+Rk8`;;#Y8|iGY=S}khNgv!nkOCU zUU9(h-hM~tn4%6EN3{HFD3$F%M$)oS7N z(nqr?I`tjw>QNRL4IM6ORXbam3J-@C$m|Kj4cI-xJw<<{eD9Y04iqvhf_w{g>?aJQ zGzOw6v(XTWz8wu0dzllg)gh;jaFCTUbYiJ$BfB>c&dr4V5#qAL#pE~W$M${D)7y^;Wkg7V_1SRC6Ctx@a>`TDu` zhEKb)bm?Nl5zv5P(`sRPgoL2Qg+jkXsS!4ZU5H&NK^gNw=mlIoVYnpUPP?Q^S{U0QJSXJuZoRg{o7eIhnwyfp0fsjemcTiGgb#~Jc^BoaW@&ak0OU>NcduyxatNK|w z5}FKa>95g79Ryhec%V3kszMZOy4vG&wJ%7r<;YQXu+5rRy`yIU3GAn z<%wDD7&p&3iyfpt45W?bri5J5Iv_;4yHWcSAmf6}33{1#u|+n9P8ZR@J+MOCC9nlj z|8^OZvc#+fkh?Yrd%0hFe+f=AW+j!uFY7In(rrmNDc>h4bpzCJ)Q%KCsmPbK!VN2Z zwoAWR17!+)9C?afZF}%a4D=b&1nPMl;Fa}^z@33j`OC_GuF#X~Kc^}={?$|dUF!LF zHu0=ZorfOrcQ(=O_e{k7F}}0c-oIxe{69QAdmDWA|Cx#SE1OvNXVnk*Q+(b6{s@;% z)P2<5M*e2iWkH^RjKtnmhE}(HWorra!!1qrf)CP# z#s2F0rC%~sjM@=FeIk2bC_fflaa5?(-+m}w8Nni#pR$N%GCpPPw`}z`Qd*S2D-~Pp zDmPCe4_X|Odv~ZG(M2O$|Kjn^ce81MowsMFtr@f8NZL4i9%X^X5vpSQ}u*$K`b)eHkg1wfL z5me8}#i%5+`Ef$jk2GE@ah2-onTXuuqDxjVtEF-src<0ddKm6Jl)(A?_u(^)ID zWCqhKS$bi8jI_UDmlyJY=5q06*NwrsyxR$?qM6IRV?N)q?$LeN&!Q=Qci>R?-gf*z z`bhPa{&1?&UOZJ0G1@`lk72n5tA?LIy9@cbu)#w?v zGnBE=vGT>AQka)#aMYw?pMLsZ?7ih*8|=TWSsW^qkl<1vxRV444ha%G1oz-jD!9A5 zySo;O7HcVPEfgzKpbuK8P`p5eN&Az%&u8YG*)vC8J%7ag;(M>Pt_!VIMhPoPHVW&9 zJZ#};DM%E|Jcg(8>{u&rZnK2%&g6*^iWhyap5>0tA5I}GSEb7PSpaEB?B(W}|7@ok z?k#Nmx~J?A68PPLT@k2kKb8@dv&aqtXNS=AIa7T^rl^zOn?esQu# zT6~2#>IAdhjZ9)xWv2-nE_3+|p?aqeK6S~6X#70VkA9c=Pd(64X$9;Tab1g~*O48$IID_=$+$6@qJfT>8w*Im zvFBkCVfYK1?0W(bvvE7U+PPL6gi7p-y}jzTEK%M`16p|!SyT@3kNdt+_R5LN3o*)tL0MTh2H$$m4hL|HNP)YqHDC zcU^Q)tjGHn*Gg1sXt!U-+nQz@SX@CCc}$Z=b?p_+oqc=5K?r2N{4QDH~+gu+P zp5J52{^rLRSsHxCCyHhB9TQEWf@{7)?J81SzmP=Q3WCenNN#%eaW#(l)_-dge5Vy1 z>mKtX>Dw6RJN|h4UnQF^rxQg=O`cPMLay3l>Uaw9CZ&P2Pb`L0tl|%9TPN=l=Bu}( ztf_m&Iu87PaAzBANmQj}S=Wtozc$~vcQ1+pyF2!;vlbrtfQq zNzZyeXnys3_kI0h>e-8LufGO;|Nj2Q-OiUJT8Ci_KmH=s?i`?*I*gL~u|bjCIrLx9 zL}=06q5G`1elS}IfHam);B4$T!Jn1jKVQ)J z={zI1rCFtMGWLQO@TB%y9wl+rGzQq&j~6Zbv(|6QxjiwTe`G66h>+`hoM$J-aQ$2G z$5O47M82RVFn|7}hX?n({|Np{=z@+CdG0*jXY>UVY0O3He)7{8%y`A39_#%6wl|@0 zA>oVau<3Nw2*2Zdqk1{ka@SXHhtCSw)?)PUe3x9a^zdi=VrSNONt1sur?JlUQ6A_z zHALFN)GJRJmGn%%K4gco;zRFD7w`1f)Ntn5FQZB=G&0vmy6qoLhLtcIGl3ok#~kC2 z>jLP*ZWr;6(0<-Zxcot{UBthR}p&-TPcrt*M+&sh*BF zqRi1h*NU%cB7}%x6tqDvXYbwe5xl<{V#=!ZsU`Hr#UH553>7}D2RE8gliP3iSj41X z4=4Gn_{01BwxB3V>$6tshg&O}*a2S{3QCVjo1m3aaPiGI>X*b}Pq0kDGbls4R14u^Az12r1(IPEE1}DvrDCTD;Ar| zvSq}M{}%2HRxQ+(j$=#8H()1GMAIH2j;|L|pahz^2*A4`Kw){hc&>yYt5sKqyc1Y; z6)!zSPi~>gW5g!4;jO)DxrqBH<@pEbbBG4*E)Tw&Msav3{*mSz31f%3Om!a7oGqIV zm4UB;Sm$MGR$DEG+7y;$9>-<%6$6Y;r-$K;Cc&)fJKH4Nxy-%+1z|$47=!`@P^3Rr zFCJ!|_Rw_fqCIn@CW??MJu@!{C6eo63ZQD_{rdLqQqVEGa84m~Eo(C{TrZqzcL7BY z5PgHzb41a)>SM^mWS6~UiwP2Sb45iW*$+=B>|sp6Q!BGtRw1}G$xIICrlMCD1*SC< zeJgpS*%cfA=cLdP`k8{`~*@CU`(H!h~-E@*{ zzJl5Nsw3kGE)bbpY5;jvTO&M|CpaV7U?K*bT-R(comE<===Z``$>^$d?!qb&P%g#8 zx3`E<=I2wDcwCsVhDaBJeBi_IRMoCYXmNP+BqIGO+SZEFXO>z%dU-YfIS# zEKw8Vl<<&|#;anbpxbERj(K%VFccZBMQg3Xx2FO1j* zfog&q^d@^*x4jBXzxvHYhD#_S%SaR^CY`xc8Htjv-*K#)h?zHOM9tKP&e!W)J@NDf z{pVQl?*s1d1McqwZrQQ=$@$9v-vbU`fLs*)9|v59`p%NVw%J9 zZQr;p3#-58(%*|BIcw&YI#0P;D^%ZreQy?_s^;Kd9iR9fm6yzzu)QRpeHlUXj``#x zhwP3LCxm0m@|bNqmA?CfoI-t}e4ZhKXqSg4WxrJAnvsnU&@mZt1(@kHuo;L!jzyT{ zujVmUr&cW-cmQ-KJhF6)nCXvnS}3jWkWll6`mhJ&HnTPc8T7IpfAn5KTSd%|GHf*~ zInIu6`c*)XKX31a*9<1!p{eeX8fgrHG+SPUET(=@+KZ=&WkxnUqdizd+H7paoHsmE zF5XGPK*$n5#Od~Ni3tY)!;9ZY)(kfmOz{vj1A|+Xha*E$g72G{oal(>p7lHOXu-)k zUQx>Ytf1uXD`&M8Tar53NKT}mWIXW6ls%=241Aq{`p8mS_m?QrN3LMXv_NUnT6W4S zcd$~@Jw}ye);0VbV|_;kqw!8hFn-a64iw9FEvx3IYg53s4OysGN)^!c6?cj~x_JrR z_t3Zv*Dg$Zwe#ji9nz`rje9zr%sy+84i%T|b_JkN{4zSk(wLISuCZqS zR%LWO_OrF}04pMNS10CNONYK$dH>6DC!k-}_RXYtBan<4dL*I2b{%hPT&UJCWe)K)7fMw@&-GFjg zRxr6gTJfh}X6F@0LXyiGg}4*y{dL!2{dIzq{ABs;Sc^7WkP;J_fd6utBq(aOi}tX_ zdic%3sVDuK`PuFg$6W6ikAK$$U92gRP(Y}&lrF}w%X?%eu)`kk>Ym9h$AKdHtaMJ3 zYC+e?ZgkRDIhtEZ3vqDD1L~L%#1A{?pIm0cS@S(f4eJ&!q|6zL7VV$T)9ycZfXvAs zHg)Z@g*SYcx;cftXKM@h(a=t>zwX8l;cI&n1k|SbE-G4+p-+w>-n(YeM?<*Q`C9uz3&CJA_Un)BlfEm@Zbc=YP#H!P6oi> z4Kw39&x(mXcCr)eNEynnDc9rRq_x=0Fl%61iz=lTMHU|fyE4AO13cf9?;x{tH+d~K z)3pcUc(p5L*xZvH51o6;U3NgGD(}osnPox(?{@Zi^3Bui;nUC3_5CTe{X3P4h#%8= z^MudJG9S(1#~MEl1sRI3!)7{__lYsv1)2thx+NMTG&kL1(*->REyDY0$QYh|7-hZ?yiG)WX?o85ULK2o zxxOLkG!WuhA~foBlg$8=5=8O&{KH3`WZU^K(acY{Rk7y!*=`AgtNB0ez?&$eUdgb6 zPdD}@$DC515^aJRdF)j0#~R}@c~E6160R^8>npKCJEwX}GRY}-PU)CtOeYx;A5GiB zyLCZK#mmWPHsQadbx~GuD7|Ssp;Ry6cu^l55;Q!PkRu>l#}^V@_>!zt1?HNcVr9akIQt z*R%YiPnoaD;>3MELJBPKYSjyqY%w?UOw4=Ztd=KUAg*U=92Sbmom= zgrHdH8*N;K=8LNO1iy8xA@n)fomGfZ)zJ?anYABfg*ILg;>})>7fb zGRxc>R5Bo_>YLAt)=0!L)v_m!cqRCo4|;Mh^P8Jhe{@w&+zkv<9nQ+|FStybQGCZA zE&J~SZYlo7Mf^+JgaL_!A)|y5iANGD;$Z`9T>WSnIe5S zE&+`lQEyaIrxSV5TE&`_2`U=ms}0wD_e?CVHPNR+XSLiplR(*49L53EjQ9XQ+@tA5 z0**Zt-*!H%S5S8#RNQTscK~C#*bQgqJO)J6eo9cXQijL6Yl2$EYTc6+#YEfyYSZjV z&PS#?1WX_-d&mZcUymKh&bB^}JL3%2RC$s1;7K-3lIs>rS_MQW+WS70@*x6{J;K0* zOph2dXsMQM=uAo54pcj#(D1}!Dp=vhXvrZRdW`p{Mc8wpWV=x_Db`LKvCJz;xKstA>4IyG0t^^%-q0co_F-ud>h zl%foZv|62(P1aT(=i?j%z1;I@H>t(tNd+wVpNSgv=bJ zr$512I!d6RF=IzMkS9EwVq|Tumcg{+TlCaDAXp65fR&+`$c;CB8e)4J|!mpQIim!&D)+ z-6qHIp=13@SXu$I|k^!%1;GwD?CqOes|qWFpmsomHW+q#=5C{c!r-C&giPYP z1gqD}qp^E8ME*29-}}0cbDZ{qhiHyILNdM^b<16^pLjnp==t{br(pVx(I&< z1%J27v%oZB7r4;*0*&p9?m^S!ve~)#*e`79IAwc+;$c3`PfCNA0%#$QJq#cZKVABR z#$l+U6SKv+L;4E*sh;WO#6$*l-;ZWa$YSlikllg28??e$_JC=1;)`CQFj7s{+Z*N; z(Pc^4r|kD#SxtW{+uJ2bqg8U(?*=bXa+HnTFvD1oesbu${rUiLHd#hgnE9NGbD!U; zEqhpFQ{jeYa@;L;YtlYamZL?=S0eDm7kv{&wCbD)DU7({fbUKRV5!||A$ z(h&UoIXi#WlWk^_TH{wswm=*2<_eqH(HFU;Z$jRKm~N@>yb7au!+-XUE;)&$otJks zd26zeWA58^CfMMq#fG|r>SGD*#!QYtOTtpBla8r_$VZXI362ii)_qO<>0vt3sRl1; zdpt)-{7}xX<`X11M@w82z&z#V^zb4w;@Of@k0fsky1oa$mF;Rpas-1@k(&{IcnNz9 z+RErB>@Edk-?gYk2dOji1hdb=*G0B?1`ZxS2^w5A{lQ#UT=8PQQrX7JaC??2KTNm! z%R4I0z?J^LT%t0IL5`|7d|p1ca?7IMx``vZEl%wm$CEZ&8PQ5C83(1-^LAyK8PPIn zX;Cy-&1gyxtQe-2OxN3C-xEGsHVDs|Zm91XzrG#A`DE;)F7Ipt9>-<(is%AMDxEf@ zvWq(Rx@fqT$J|A{J#GG!si}CopomrB6Xoku_mt_>ooYe%bdoG>|3#n`Rl5ItP}Xqv zEcBtB_%~%SzuDCO0PM}yn5C}gEde_OfaKlWRrTfM==ilpRrXJr?^|~2K0%kqDO*%F zj$EbYhBx@-sMOX#x-arR3HlB$A<7Lh;s%BUP!%5(58=l$6N9zKl)&+gOCX-5n%_rw@behBW^k;~(R__odFiP!=(sxb=3LLuGVC5Nod)m)KHc;7?{Pl|@OR&_ z(Oq+Cm_p7*s`DdW4|QR5NnIWGtbvB33N9$CMAWnX1;>`s!^*?)S3mkzUB}_92HTP+ z_S7oW7@rf#qt!Bg#4l>Unb=-8mY%ArnzbkKs>o=ffO>)j zOqm;$P&y*Z^fB^C|Z0zphLl2vP~x-8QUltuH*OX=Y;u@{m&}f{{f@H zH9U=`yWc*WI&1X*`N`^T&(aBg-Vcv>-|U-R{v&B#k;t3NgU#b^g$C*RuK5Q~&*&7` z-En14j&0}URkr}nT4yjX+hr740_E|avZr4%uIyRq)Jifsm8d2i>>b$EAFqS_UH0TY zy(E1w=@@GHYF`S3D|^;-2*gj>3K#zem&OjQEov`FM86mj^oS-s@k0&A^V=)BO%9f* z4&@nB9^fW~@!tHe z3?;(<)%F|_6;9z){12782hBgJG?1|L?XVK8W&rCSDh(iHkc}_Zn=(ZOOcN%=GRO#$ z2xsp9UHAkWh2aXH-82Td-eSL3gw5gDG%LGmVH}u-SC2l+md&`GOMFwUt^YTe<^{f- zYxZw24FPuuuJCzdiKmJfsKPCx=qQLE8mzhmu*3_{&55KOgX9i`+_*;2dC^4NV2ijx z0Ey&+hcAjM#>g(S!bS$TtG)%__n~~@O3l#9Maic4Z#K;b2UrY_O#_U)8BTi*h$C|3 z9rlK?K%rx0mI6`1Q`pd#G>R9hFM^j#lqOP|$xxbM(ab2* zyg>iKZM20bKsGr`_7+@nm{QieGURLdV+93Hp$zk)`G+f8RPcVK2d-3Ot%(Z=%oh<; z>CH4%R%#eZ4|QFJe72*cBcc*vlo}-_44aj`7bEGZpwy90>kpvC0Az`m4NTAm@6S0= zX$n9()wg?;HpkvxSba%-H$}=!Dgzg}OHjw4F9a)K6=h^cgwu$d)dKGArKeJhaJrTX z-X&6!fGLRAN(NOh{Ls^pp`?PaN6XAm5rP~dm4masVIs%X9*NNITLVqu!i7~ZvlHs^ zbUFJ?T{4UUWD}Gfl@&lOoK)((%#qu$pwQrIy0(?z%W2Zpq3CPO+g^zY^p%WtmA*5} za)LxYf`g=BvA%Pe4yoAbIp$e}W`C^pfvo^PNPcW4g%3|BW?uz5Am4&hi|-pswrl8| z`mbN(P}HtY#|ddD+y%@Rsscd0%B{jOB zn>5^T5rcIHmr6H*y9-5xYHXi379#tlOO-#iJR@B14pO@yBj40SW3mhgxz14a z^a?V|t@OTd3ExoUtC7>+atvDm1bpPDm!!zUt7u725pa@r%mckI7Ze_<>1$0VuYj$> zI1b^!`ZDUf8ISX?0EN!ECuOi{v|EU4)jomruN>42xKvH77BH6+w8v;RND-5lwtrSc zKuFtV0;i5P&}>HV+cvnYC^GA%1-Ionjpu71QxT=693XjsgIhP1x}REYAA#tiGa!gw z-a#30*90g%t9En~_$*ET6w{Q2Fz{}BB9@Dl!#*C1%HuFewfk1PF#>uuYhPR8<~HB> z>I6B%+7LeOn&71TbR3AKZnP7vS4Yzyymgy5wrBp{a^MciQhv%Z6OG0kIbY=b50&lz zg3;(owdy<+q#kw41$axA@*}#n53b)nRMeVejAJnBU>t)A4r~^z-=No(hp6 zdvAPE=lA*d-~JsX{#T>KPFxqX@nYk@>4MH|#v^3j;1zfmfp(0vW#JDYc0cd!mrN#L zc3YSy{ASDfl1w)%Zy|fOAeHM-?E=e!+>k;!^$!1TKFuEg(AYin!7xpZglR_)q2$Af za&oCJp>%(tt^WE&!+N&t&=+t5!`v?ZP?$f`br=&rMSUrEulT|ikh|@sUeU3mXTS1p zUDEX3T#>)V(2HXZEhNe9dk;xdGC~!UIcsj=c3p2%0KV+nw_#)-6z9^LULWY_fXy`| zxLFQ3w0+lInd8|&tYdmAe)QI*=h7{`Ss)!x`nePhdsg~G zwiu;XCNtGO?RwvD%{tHPWe$rF8!A@AR>zTzswE-H%HyvS81>8Xf+1yb7elJbQ9dW9 z>gbh0whvjIlBHxfluNq+I*ry0_v{iqD$213KMa9YPMS>0*l+zkbLS4iokwOn@2xHq|dM>q)HTez9^Y^=ztnfta&6%|$jMl3dz z&A7iR96QijTj}Oev(0&GwMe-mpeyNac2gKTl=8(_*^fY>MA5|PIwQ%ELQ;JLOMj9* zn3FIATh>$iN_mrxtOHn#3a?g_c?SARb4Vu2Z{?JDnc7qEOA4E_?UhFPOQ^E0!FYMW zh#GBPjANx8{?Nj7jDt?NUTf&GM$KT0L&f#Ho8uw!J>x!4Ng2hQL&o51&@E#XFJ2+& zP%gNWcTA<4(KBuvi&a8G0SBJ#q5KU@y5SJzx3(urj(6rQyo|f`1ivKR-gzzFN``uE zeh^6ARrf09nGA8>hiGv)>n+S)W59%m2p~3w+t^7il=w?ZVFoiI0Iqk2I!nKB|1^6s zCVxdXRz}BI!#bR|Sanm==D>A=7ic;U-c3ath~BzQ5-)e-y5lrrmB5-2)gv{w`!E_z znad{N%mAa*Zp{z05Phav_+C?~O-#KI^tF4cw6dd#?K|h8AMKdngnCynpn zBi}dr`h>yiBSSopnm8)+u1Z%umu3KWZ%j79!M!m+{#^YGHASUdt9;aE_B+i}2o4hpptWh(HxB`Xr@V)g(}R zv{->iqN(?IhVrA)w+v4LG4WDS!Wsj)3-@1_Ax0F)iLcw6!`4bmKC4yxYR6Q~JVdC( zn2;>^a(~+qi0ATh0N$y1lI&5L_rO4#AsQYRozPmK&(HVh=kgRr_OWeRn99dy+Zpyy z*zP*bPL-06$0gbWXK&dBtkI^7y|aVgi=Q0!n9a&2XJs+}m^wvvI9F2TQS;18^3wUz zHLSyAGUB2~Kv$?7kuL~9JD9i=&*o-mbezB#T(qXNyhQgqn5rp}($n3}4e93#TH**r zm1px`?!V*6PploQMdzLWFY1E+i4u2&le=CyXr1J}PY~(b*WT$yZn)AVf1qiet;QMP zq57Zy*afEw-6N!TZa@{tJW3lft1Njua0d8kY_?}4sSK;3cAi#V;~%@=2QgL1_trBa z1j7ee|d7wsc0YKZ?^HKUB7d;t+~8G zq!QI&E%K-$1iLSka>N`>c}v7rUzsOjliaMfRU>-UoP{!0NBh@SPMq%Ny$2Jiokf@m zhUPkK*CO38F_M*~Ul*bMyA}%UqgmVIB*}|$=TuJl@>gU6Sg-Pl2@!v`e4yTWXvej& zq^&-AsfzV?SM)(&M4ukda|72IJ)f|9g_!{;NI~~a%&UazI1%L^mzcmG5N6sogbtg} zn{SA}xB~Ev_~SNtEER&dH@JVH<*L!Xll`3D|M0-icon%)`n0gGvU06{<46@(yMxd1 z57S_yV(exl}K)st6 zITz7#|B%2VYb3p5{5~lPKRl*LS)|4FLJ<+6y4=iq*PTMi1A^q6QOV6T=8mjC2%>ON zqW=c}nFp;4ssBPLCx{fkwgLVUyTwwA8mSx1KbR19K~dJL;;*)AGT%npz;Eg zFn?D6z4QdkmVK4GT7|os#hmm?6|53y_Gt^cBO;O^ZVQ)KmOyM6nZ~pNw*jIY zgOo0=n21VVID69c21R|F80aY3i%O*hgMdYdv9Yn}U?4`Q&f z&J>@4$;OINv@z;JO_5jz5+tCy+{=_sZexTe%`<6(SoC&zE(sl5Xunhcmh>J*Q;6D3 zhfYzJDl11!v0sd1r8 ze1`KyBr#0-saKgAJf{izz;v)=$@e+R_zbz{gkbz328Z@Mh@|S)We!wQgObg24W9Mc z7%H#kkAYKUu}fVq3o7QN$GK9yQsEtqHMqMhWmB%_LlWtAF1=T28I8`B%%~IvbAi$& z-&0pXp;d(u%4ORH#%y{;h#K81ATYGLr@_4#+Myn?Bclx#ipu~b#CdeoB3cl!XJJVQ zeKB?uZLMy5sTB*+(r~X11?}BxF<`p((SsBPD7@+(6HGc>4-|6~N2pPLC;|~l3H!&XTSdM~^>16F5X?vIE92z?eTl$|7nNP1Au4u~%oe3RT4BUR46@lK9L2c@$ z5li$5(tWf5qc}tHrGzBWLTAq7^ydW+6${Hs9mfgof)kwrvFLpM7LsF=VG1DdtNjJ4!32;}v82 zg!Hu|`*QQVUszXBP6(k+>o?>NtH(XQHNy7-`);41(EWJzy9)!PFV!8;WRKN@e6_=^@{k z=_IM)2_;^|exf}z#-Oc?fm!KMwBQeBoML=5J>;t|vGC@RmQSH_S)Hd*1-rAOqdYU@ zDL+92+iewH*&go4f#k0HMr8v-Ldu=BE$W)QQyhYkdtq61CxJaT|mFh&N4povv zSfVeN7MfesGY!aDwY@@^{*7^4MkrHuznK5q;*f_INXb0BN(|^eraT~+W3aleLZ+(v zrsPTFp~?978y7l^S`^jF3|5A_XLC87>0wkF7+YnN$s5F@IGTmJd9LyB&j63Gdlf16 z#664CSSnSbORePFv{`01--ZhD-e$+Z=3764_`5esjec zdtmv%?z9wiGx>@ijF~OU@~`CB@sd{4Og-Yxo?8|C+56qx^9wXfr}BvkLyWR|mRqbk z;rr|x2>IG zN$#<;IMgqp8IR5L;u5pfi2@t!erxD_R?Sg4Jkq(1+yA5{dNu)g#s{svwVHb7ii-=4 zdWQ%#gKOY;q`)EUDMH@WWNmcAA**&NAk*4pC>&&Ip zI+M`4+VrP~vt+Qp*snFZCJg`E!|vUWU5V+gDetM1qVGRG$lvXL6RmYx#_)4bRl9pO zd+M}G>gT>r@_#Q_9Mw8+$^ZEoW1KY2JJGA2`2)o|9siDsvbOVS)R!%`vN`A9K$)>k zPK_Ab)1|`DjnS==aqVZDi8V1E4gQI8s%waJAQK)lCt~Go6V<(fh_$_=R)rrgC34kl zHC^O@y5i$EK`bB2hM=A><2QPoV6hH<$@HTis~sHtT%{H&R3{TYpRL=vK#pd$+IG<+ zgX7s2#K}xY3GNg|9D;0`rOG`In*_I)NnA7eEKxhxOn?ILk?N(JraOJPdRfAxMV`?%&3X z0j`Pudmo9gRr1tp3-I6@cvCG zooQzG@}V9!gh&Gel$8Un(Q)ic0Mt@6=Nyhu8t`KWP*QX6Nn2zkX>9tEfG@S!DU@x{ zTLqvSWFG46=q<98leii~`HEF*jW%ghB5B(wY4^V$EMDX!Uv(z`@KL&`QQiX!6xoAf zDnLWj(uY7(R|iQMV#8be$mdHkU7T`#^G>%F9%|VNxO++i$fRV5WnL|S^)_S_OSOKn zJ2R01Q66$JF}~y-^a^%Jk#8}Nw^e-!lhm&9WF(w`4hR+1DtWb&6qPcnU(selPBc@5 zno>McipP#tKnNfP^ky!N%Z6pi#^=$j`HXw2DS);~%z^-#5~85MXDDRVrj_I=?PMtR zZb?R!PMNq`&`eR=>4>HWpH>kC2(uMXU1ox3Vw}?4G*L(;J3Zf8#>b#ck^XFL0=95G z6@o!0na~sfR1{N|<9;IZVB_(l0b0Attc5Ku2P%`V6*^i+rab$JTcVm=4x-e`Fm)%x z{MpB&QH-@bl>S{h`8z^yZ1om^CT80v-?6ajeW$eLM?S0yM`)>_S*oVm%;A&AZ_5>Gf(xJ{AiLUp5Trw=v02p~l>bYK7fT$I#rc?G zyr2~+qcgz4N|eVnOr=O=sNDWgLqw%7G%laS;^+f(+cQU!}|bU%#E4aE`VhQ zw`Zx}8IWoo6@9FjH%?G2?ONm!1Dww_0M77br1ki~ z8EjQ>sQ?>u7_y=?Bb~sv0KQ?@T*H}P8C*`|{6-n!?IarGd0$$D6Fl#-*8HdosTi|? zJJSrtT0uR^^2S%tRb%;A*I_o+&Bh{ij1ytB9==rmsZumoetwdLO(?LOnxgH730^nH zXPcT7G6(A6f)j|4FSiWFO#s%+>u@aZMg1thE+FU*8#%_Rp`!fQ)sug9O<{ipn^-~TuI7pPDDA9H&0JGe8eI43SfFgI}2=h zy&`$)sqAQ7^bDboB6{3r@4)5I08Lf*Z+jwKYJWXno#U%7gw(9g%@G@t)=;wK8a2le zW^Nd2Y0MNf+dA?Y@)G)kicWbRw~Nd`%iqu^$~I%`u9~$rF!Uo$RnQc9K+*G+md0#_ zTUqI}u}`q`$zt07HFONla`FEjEWQ)_&$s8_`^3NZiGPQR|KCH!&aDK~(~C{4b|ZSz z1uJ-e?uzNJ%MUAoGMC$(;~ActmHCaWyZBC1S2|66iC3R%CQpmi%jaI4Di{6PCk9Nl zE+5FeYtuL&+D%pI7){#IXtp^B(5QS@)BPrn>rseGpZBR{M5hw%(#0hB=ZVMdP;x)S z^W;J)Q%rENkL^2>dyg;wgo^Kk8vD-Kc#Dsmqu>Azt$@&e%|pmm&-^$$tdk*64M|A1 znKO$+SPY#jTgH75sMj;6EMru_0h?F^DhNak0Hrm2_aZRkC znWgiQMfu$gQZknCQn-mC?PkVvQtmiSj}reJE}05E zH&13;Jz|+}Qgi$qAvtb~H%XSWgk&EF0FDZe@yCX|VpA|1z!XNAvWzdWZag`ww@%4< zpm_agbNr*fjwjri8a4#|D#PDfdo8BT@+e8VC5+hyak07Na)eDFOzsI$m%bv^_6`5B ze8)*#@qlP9h}YP%sUjPO*QJxhc**!pXSAfA>e!VzqS(v`1x<8%CDWK-b9g(Y|1b2@ zoX@>u0?)j!pNC5f7cq&9hn$}cYSlT%iKG^R{kf(kuE@g#N^S0Vda0z=3Wb+3rr@8z zVJE)AVV>LEc;K7GWiXJkQm%#vIf&X;c`QI#<0f@@c(pk7UB`nBkk;O^ROJ|;pz`+Z zNe%ItBD|9_q3)Y9@kXM_Y^m(|@x13cMiXzg$;yZH>M+Qg`dI=^Y-OQnaA8_T(qVeN zDKhp8;Xt0mi@hhIE0Y9hUAq2NF;c6nkM))Wx;+8&ZfI*_2ArKV$^su`3(@(C;B_qo5uYuSJo4r)hsP4lPi+iKsPJ6!cD@T$xyjex+ zr2CWEIF*TM1+P?fY)oQSw#myDmxOS}ujv<;@79U{{;_RqX258b4XViAi~4%!t$LBK zl*e*3Qg`N}E*8J?3p_6kMe`6zsvK56>y=V?^AO#cJw*IC>MN6p)_YXXyYWfb*sXhV zrX=mLGT*Wuuujw7;m~~P%stSpVR9yIJ?$&_l$+`Yf1@P9bG0LAfWT!D%j-QeefmSM zI4RZuT@?#TL}H4{ivxpa&!kdr>-5PnY_kvzA;x^j<5|~5l0A7wY&*0fHvAjsI(ThI z6JxHiq{Lt5dp~5fTL^Xx#+#tcpY5I=rxbne$uR>GVrf;-FPwu+^7{;5gi?5B5fwq3 zTu!?`pQR1ganS$hJzMd@heLp5Fy8nNT2!(#!PSjaCQ?}uw}*v2 zpSkW=(l31!5LM);C>PPZv+yLAqAyeCHNivq*%M(U$ez{pCZ?^ zZ0?TN)W<$cC;piJDkXzy-^ATAu$%U+-|GARmWAz~?RHmB-=yB(=h`Uzp9jqRKir;| z-fhSEziN8aFPO7GhXeumnkxiwE=wY!RT%sU3EbC0OR2~$B)7(s-Eg<7Kkebv)f?m< z%I5Z>ijtSMk|vjoWnNg!LPiZkMe zhWXZHhGuL_X3L81tgA@qPNcl0gksCqutB4+*Kd+qMlzIhxK4Xh@y~k|$311Lus5$$ zFm#m^aZ=v=YT6q66wI4iY%gV#eOT0+;}&jy*_`M}gk*dxaJ%m*)IC#`A=>!k28 zPX$(~S*plmnMjdP9W3hybl~rFv6;!|NDD;}_LVE>XLIO`A&=F7UgK!k>LOc+^*z-k zev2J?E^C^+S(eLZR(IU~M2m_T+*VQ60b!zGvmipT*pK)}x`-Hi;J*a9&E|XVDsUI; zn|M7#{}zCh50Av`(bA={T|uZWs;Fm3=*}Ei>kXqAYWSzvETZwEIr>Gev9XdQ)R9YZ zPcOVWY2yD!`$V6Fv7Cg7&V*M>3D;3!UIZ!}?BdtxN8`j|jax{)Er&O%K&lSIVghkG zFG+HohloJ6hgh_#Ts2`EI;se$YFBVcm#KDlk&Ci23r{)${>c^5Xp}1y|AM-Bhr+T$ zjL24#oLJANW2$kVg)_jo zC@E+C#HKRYGfLYX8_lwalvtaPmTOERblb#C&*5gRcGv)LZI908*jkP?QI-f?*W!(w zk@{;%+ZHS%v5W>fG431z?}`97pcxV;66~z9*Akha%oK+X`nw|j!m%8DvpO$r6yGUa$_g=j8DDzD;?#Rq(?ck1@~cZnv(=kv~Me9^Bn=7!_jo@diYAx3#xXy zn8dFzXGMcdBc5#5eeD)Sz5NPWvvHdaf)GI`>-}^zK_vZ+WvP;K%Gaf7w&Btg8-b%3 zc7t|Jz1ds|Wd2es1#2Xq37Mj{mlQ|q{Wb+lnsy~|w1M0i+;%~hqE^D+$=uyjMa<4j zf8W-L#_I*0I&nrO`*<$;dXCTGRNf^ub*o*K90Hgvy*Iv4kU*Gra_-nm=T)GnV0oUj z3{NcvO{?w^>xSG(&ST66TXK5xH}4t8XYq8l2CAuHa`^ z?%S$+&)Xg(?Gz_sGDs%4?vXhY)=^M^q{qNIG#tfs26<25|wKCHP=?WguYmlt@9t*Hd;m1(H2DjMjK}MtrwIrDnr6R!ODjDL8NYxc~Lo@7U zh{k$U@EFL|>7r+L%5HR(O|=^=Kyqi{7A;6aI%-+1t>C9aWteVJyE;spGU%ZnpvD&+ z&MW0WXth=2Xi{rp>|P1zT!6g*rqH6x7dhpcGh_}$ptCi`>T!u*i8P_zv?NHCctAt} zxYQY434tp4(5sJuV6~vP8!kpjy8VdTnob!%i@KaA%w~+ zJD5ppo~me5X!XMgJ@|fv*o7nYf4=JeP89!66#q^X|4$`~Mc+R^`lB~A)&K51SbrZA zPQu<4kf(BaAeHS+q%Uekg=qRTEhcqF@dShC4;o?g1vKH?`!u=i<`-g&^` zo5ptY(x5e+=!F9x86w?kk3?Z-?N!zb+vm)0lLe&a5`V2@xTnz!JmKSmixdS8+MLnC6RIuAv=DPZ04&~>lcA! z;(ZYH<7CT-xdzsF=LjBaybMAwbTdPAGuB*fZ;6vB60qsQ??%`%W^xTT`Z~mrNLwBK z$fjiGKp9;5v&>N-TZ>O01#be?U4G?I(#K6p-N)`4GVZHtrp%aJM*Yhu(L4DHV+)#4(ee!ScAnOda1Jv*PS8$T)j3_5hiBZQrpOY0A? zp8eiDl4z4U3F>Eiqh2{KGJ~Z^@v9XSQfy$E-pKR*7$aPxHB-sjOru!u+@D80Qf02b zv|Og5nI&BlHrdL%D2T{_q^V`8Cy?EtiP7~4y6GI1prLBxEq2AaE$QTDYt-pXE!06} z!>hr0r*BZ>_KJ!DSq0XVd6Ke`vZXYAkb71<7;Li0`hi zvNpj>^^IDoeM3dg<-YQw5J-Y`hPrF~t+L26p88UcdpClk&CV=#vK)ABd1-pJL@+M) zEv3hP*Q=jubkgTz+5GaU!EwP*P$$WOhXp+SX*GNHxOjvpfhM@So-|!J>oEQ^c`n_C zy5ei6wG*KuW;YY{7st69NBkgQ$4gQ!i0YY?ZJJ{ZU0_)A0JwS4qR((OGm$Guh}kk; zyT!04;%mN&K&JlAx!Io9zK}Q7?eBc=qL%=Q&CccyfJk{DNYP? z#eXd!__Z1Q$c^fIS69Sed@N{%+iObTZ<*gWc(c`c3q*ik8KjpE6}fw|u=GP-mj~O_ za|7l=vceN)+eb!ME>CnnJeY)oHy=da)>y`BdyjmwAyIGWx%`~>LdG|V)4T=|6W876 zyJJP$`~(PJJmP=5@G+YG&a~{UodV_#SB*)o=OZvThouFsOswL=cwM2FGH?f(RIu$2 zr3C-a2kU;-*?keoJA69QTU;M%`W>VS-XG^5{=6;N8(;itOSY7YoaxhN_OOC2?rZJ; z4T)lMAY68`L|iD-kufpy%gxvft!SHcuCg4?dfu6kV+oEIBrYr@FV#&$R=vhbpR+h~ z@s_d8iX;gBVsX2xspYZ#?H>Apc1mr)`{f0Q)fWbL$LP)&c_@1+TJ;pLk~MQP7%-hu ziBQ1gCXlYR>}haft@WOFo`X3Skn!zaA}eM$VU1*>BPN^-+N|NhbZyP+eJ|9kVl$H4 z!W(~GBpzp)GqU%C3iZmI70R!dB|S{vSWe)qhv{_hLI1QKE*ZbG{9gap@IR%8*MFpk z?leDK`O`~{k(htRiJ^-Ey2rjvu8gdI28*2zfAkckikoHLxWS?@zQDAKgyX*ki+Kvl zBt)+N9xS#{QdgG!4i(9FLU!20OPc?LifLBZFtA{aFS~*-%#HN|AMz?Rv~C;VvO#6< z9>!xNC_cc23l*0Qjn?pJo*soO<-i?Df(dKxS+oV=LPbkls2D~`Ht=V#IH2T_?T;HQ z5*vkRv}pD(@@NtR)wo3*aD&C>V0GMJQ6xZrDU$jcw^$70U*6!h;O4N>Wr%T$Dj}f{ zgE1$v-G~|UPZ{8@hDRp)iPc@sr#%_ziDe>);BQ6-oU_iK=Q!mduSj6Bh^h8#ZfO{`kouv1G&9Kk@r z7Z(6rgAvX_K^M~kFV8I*|{K?J*Ls* zFE(GQ>Y||8vK0cEY*wy_ELfmKfvYSp5JbtcMD#R2!zxN+gQVYbjY`D`Ud@IeXl1*q zxe8b-w{V<0QQamMvnvQWcUOp}nZ9OKeG}k}UMnSAHVmiXwK~-q^yV)+~+4g*x zTkjW7eydu|eJmDRxm79nELD@$6@JuTKHA2Lil{Ry0{lGEo$`QQJ{!&N%eO?a@LTn; zXPyF2i1p*5f!xnXcH}zI5Q$J@&n*#Uf7k*0j)k^L0%&RDZh19!;%ljc6AV19@3&Wuuia{&2d-IH zSiR5pw=ralbAo9beWq033bww+C2+4gY64YhL@~Zomq){DW-*7X%^-B}0%Um|Zp-sW~e^;aUZ=Lx5-;ZL2&c7eU z<3*R0%O^|N0^gJWPj#a6QTVE>*Hf^2q5BVyNN|ZxWa$tnSc?R3lVudhBE=|{o^UjIo%NRKN-njXy?bVS zkpA2PUZY7zaYcs0labw;hlQbFOeH# z3Zdd@=pTC4syf4xCTsE5Na*N6v<#!C7xt#WrD{m#bhB$PWOh(+=4ozZT^*f{KF)=; zF#8u%vSJ5G#!ez9Uk*|~!(iDANzS`X%b5BY<<9(Mw4za9oB)q1ow0onp!nHZ%JGW# zP{oQpcQr@YIO#dBEcn?I%1mN0cFqX%V!U7``Sv-t7k{ZQPJj2kR-vITJsljbtj09n zAZYku5VWk-ix`$*7m=*@``XjC+#-%U{EdYb9bzmF9$sWMN1Dcu=+Rz_8}I*|skqz@;+hN)a&fXKeVGQ6NxH$5f@g#XZ(OECfxT2}cvYtude1Sk^yYV#F4&*+#|^UIQfBvS@$b%Rx_Xa?aYX>!PaPx|=HaFoS#CZ_zj8!GDLZ zBB+u0_Q?IEqsm>&v5$8Pod*o1J;#X2$vWTUO-w&%Gfh$}1wRF?laGmM&r{U;^0|Dr zDq>FchpgtlSyFG&$Ei#fto=DA>T0GQe1nDb=uhl?*Uh$Ot-12O(MWly^85!KDBzi} zv{OqAf0if}k)4>c*BI}T_3Fql8lWp7gEXBAcI7oy9)iroXJPC+gL&EBM}3G>8_2QZ z7*K35mm`^)slCr>zd-%i=hx(#5R65Bwc-zl{_d@n{War_cc(OBi2+mKvqan@J_XB6;(5@J~? zxqejMSPA{-kvR25BtsEZZiD(MD6;X4=c$F%Nmyh#9rpJlvC=}cA*87fMDtbrsvMVR z9{ZIpO+xRb=YKyEE3a#O)zz7eeM=X24s@MJDGJC9-)f1Wr9mDZM9jMBIaUU%zyEALA(WW?!rkw1vjyo9N?WTv%5YFK!9pKMA2H^=&Q zt{KopjErQj>=2Ep>sQd>rSLZxnOA2k;$6~-Fel~#7{%KUy> z)ql-bu{Y$Cj5m}OQG6^8MGV?iAF5y5m?9;M>klo zZw>5!!u~B6wUDaxD^Ue~qajW=ebyjm(3}otwM=ydE6rsl5wy! zHVw-4K(kqujX1aWUxEEgU_?#uOtMsH6>2RUFqg}^8RB#qmNPhO?8^qVkq|UtMZere zP`2l$(c-@?T{EsXz@Yf{LL1s=Y@j+z!B36v$~?%xRJ9 zEnHkOfHBKwzE3ie&&wh7T`?2pVG86mI16TTp2t&&};QCx5c5bF&s58T*e8(i7gkMQ!Yme6>NKy zw!_OAcFYQP%3I~6pF~8b(hE(T3Q}&A5oe7Vyb6=8xoQ=~jFl^IpQ1Fi0q|Z7ZGNTA zY!1)2B90(7fyn4Fm|c2^W_d!HDlQ}MnEQE~RV%u>N3g=m(^FL7Qc8;3kRAUmJNYr; z(6wqw!y#nZ8gDtiHm*(`9-$vy=lDyQi?C3unL>Pq1SomcF}2nTM5v3(N6UfCRXTDg zB~%$}Dzg@N!q!W^dt`^6XL(bPXWeYewgX!mS88=&Oyq;A-cZY9(ugat26h5Er-Ruv zLZ2{?zIk5sfUkGnTWmLzh(3O`pO^=22Ti6m< z-GFFnLW!>(Qn}z3KtoOXY>2nyH;(UgVi;UBVEz|Itc&e&itF{KK}2>bQsP5$aL`koaun8 zbz|)jkA7#m_ufr=!K+QTOjSQ#l<@oh@!ofz*sTN81?KI^EZ@laE;`YwgR>6P_r??M z6YK_i-R^5Uun)YI6udMGQ%-x19nmi9FPFZLQz!0OeyfOL;`l!3ZlZF88p8^8<%aC! zrro~4ipB-%aQbyBYGu2~dPw&(#*aQ@eq*^C*)8ac^f+x4{iO-zAn`hV49nM|%1Teh)?!pRK7`_)dd2{9BqeVcRl1MU^)%iX1 zQXa|DKWgWeHP&@o`wcnMsTz-JWel@rm+TrMFQDI_)NAb+Tn@NAE%==l$C-AI8MT); zfAM7?;^hxB`?nXKbFGQBF+ZLP4oR%C=-TSddUZ{9N(lWZ=9xMeIe<5vUZQD~*XSD~evV+%&y$jl1Ozc^onb+S{T~gZi!tjBU@|Fy}5)1 zYR6}PU6`)hAC0EE>8;cO)URT*2y8Yg8fv<cs4Ala{1`((D?`I zf3dW7(tPuF8#{d9y*ZgRAGEnzMEiKC%Pb;*TJ!;-$f&9|Kgj$wzyD(~crqa+C(X@{ z;f{NCa+&aT`5#p#s;4$tFPbx@eq6mo@A+s#{)^_^oS6<|>Tq9KvS(C>h?i!%)&Y|o z-k?%ap!cOxe&IpN3f?X7X1IMNy$$@KciBT@Av`7Ly&j`k0X>0lD!iQp_jA+aChz z_qi4enXYv(BC4cGTRl8_Q=S@k%hs?)CI<)2!v+r0E^cAnPY~zMp4#cQZ9esR^dnbP z)hG>wJ|fu)Ti1lvQSCh+@ag+0G9e&K?W#!Q2yQX_I(C!3Njg_i-Cr&eCvYT`Vc+@s zmQIhBNb*(5>4y;DURLO-LG6dTn~uwzS3;<$-&%*+0bizH>$Ws{ZBrXLm-l)<0!~$# zGV*;?4*$(lvUkO03*^oEDX^iO0TM^W@uBuM_HZXc@cQ__g*%gAFZE>SV$Xwir@J#;b81ggiM;lpdQ#dQ zQ~YdX&f4yV<+=o2A-!QFFPT&O$|bhMHQGb|uA`r$0L)B(A*Bvql2VBA^)j4g3>^9u zTqK#?$7<&FlVO_(1wYm%Gfh=(@S3=?1p;-&YvF-9Ry-h>{;3#A0OSNGlE90q*| zGQagq{oymIT{*i9xzJ_nORTLzj!1D)%iwTbj_c@uEEaQNiCsFOV=cmD86gW9I@22J z0susc#ouy|zU&$wa-Uvwx$}^hwZ9ZR7C5soSt;H9#eXMGbsbc*}#p^ei~r zb13g>RZbC!lLW&>u(zuau#5^i)yra5r}Dy5yMmxfsl!Zl5NA6eKNq6HeT=;i)jFWM z91xO?a5d6I>RsqI)LoTlBjtHktNdJqu*w*_@Pl0PnDNPA1Z<3`zR!E#O@=KN7FJXS1GK6O{+C0Je zcCA4dK~<9?FRk0GHQu>wJvV>HPT49;b3{~}LS^?bPFKWCk4<~oQXyr8zm}*4N2X;Q zU`zVg&nc^h?r7?@6QLtHiv=V?AM3}2)G`6{cq^p-v2qeUB;_=;)ehIJ%XMN|Y)W51 zlb`Kc=N6btfMQhDE%p6#`CbB58oDGo!TdI7(;DZYdGw7+!^@C#4vn&EoMk-RbUCqB zl;pDr=&A!Pc!H-^%xQ^P_H0&6u3Urj#P%%>wP~R1tXes;q{2FD1sp|XoAtR-;K0B; zzZ*++RCoaieN?5zBO20*WPL&XOQy3`VEvZSC|(h6r>!T3)j_eU!B&GR(?%)Drt(fK_q->|P(D<% zh?Ksfx9GvX4pd7(gye*5a z__7AJAGw-P58W*M0j%Uio0;71cf5`Rxy)9g+*KoOYh6}|?(gfJtF@E~<%&VxYQj1J z_La2?1W8;2WVX^QK#goA9ETOf8Yl=1aNkH$i%(P!N>goVgv@B`REX3>=CO%)65(qLSM&h3N+w&`=MLu(aBZjCq!+mTJb?WD$v+B*Rwq2)(u*8R@f zgSluG6}Yt)_26wLc_aebTyfZ7CzSnJ#p6j)1;q1zT8aMq{rmU(_wV=b|7BTM_D3%N zyR5^&Oj-Ue>;42g19gW#WgR)#t#$rKup6aToys07>oTr;Kn`|y#4hvr$GM5V+j>JP zRh_^8z}>-R<2VcK5a?-|7qzz>{%tD#!KFgIUf79q;tTNP!_2m~(iJd3+^b$25!IJU@-aX%#96Fb#)^K;B^71(n^@fz24|f zh)e2|k*gx{^zDwu?=L;1B8bUA&Qh#ic37)mh zV!7yY_>y=}!pLZ{p^rqI7_c=@lvql<_M_O(mq&6Pz>&;hH|5?l(s6@ZwF#< zf|G*`OK19|JE>v5qb|@!&$=2dQ3xl-;K%B+3fM=hVqO43d8h@y_QWUSk#wmJpjxWeKh@Tz>P>KCip>CsS2XLi?Y1&-Xbs!<_q?e(<2-gzUi$xX*yF5OK;d@FO#&0EqNDk=Jw>AUR=MSRndlHEOlcVi^!n?C2QTIRjE2WF+N z_V!Jj!Y5`&@ybbl4DK={6*jnN(zx=U7A%yTNGE>d@DASzo0?5zZ}%K;xXieu%}OgO z@${zY@wFt*{LF(`18TmoFE+dn@+{yF*Ge6P;vZ0~H9guR@<>Qry1K}APuHB&)`xr+c*)!W*AVQO}(BnKH|aGOw))T0BWB+>3oKvJSJRSN-;Jqkw(h zJg5@!D60pM%P8U3VXxz|``DJ>4eov5^}}w$BqK753)wtzZiHVmvqt&uhN)Tj+l^4$ zv%6bYId5!q>Fh9MMDmfm*6v;fEZ0tSDo`DMu^b!yDp%MayI_}r*;N}PiR)BHwcKa% zZ3~`>kbkJ`5r1V@f7_%bt7NFGqQ9iv;&Fr*7Z^*8x>Tqw6()C&eWkH_=zVTrtB`li zk!k(|C};Ae;k!5QEm%I(T-l$AJG+4~b@H(_)=0Z$!} z$Fy(%3HNiisq71GJ?3p^BQ0!Y2NDQ1a%x!l-z%5@=ldtijER{ozl+R})Z-|){9sOB zN}~OWDHt_4@w~MsHAtB)VwCJA%wy-P$ptGe5r5e76>VQ_w6aMhy9tkLb`m!=Hf)QF z0)rEt-qW-xxT^c?7m1-tPwKn{$alV$d+i&l{33=6yLRT~yPe4JtHz6>+pO2bR# zz*(5(kC2pZvYYU`$|xs_lkKqZ0C66a|7%r!LqKnk8J2I&aU>G2)GnTSJ^SSaXTpzC zJ+<8j-O&X#)myAPh}&MEm(xE5Us072IU`4(EDe;ioM<5bP(*Q&dfFSey)z#Ep@>S8 zDWY}{>{Q@pe?vs4&z7DH%v#Q9F7^=Vh{ zZLe0zMaT<_)Z7?swKv~qdzHd6p~%aDb=ExmAAb3>|I;t86YV?`u6!ILeJF1cAM=Vr zy5oRja5|RG?YEflN^OjKbaLbMq|4e)uBkZSgzI zWry)nhXddJA&9n3ON(s(bMr$MpcuFR>FaEuiA$IKul?!kID~<}s?1{aRDHL@$pq2# z6tN$z@R4a|(?uB;rO>0YoqY{wl#~5bA0Hc_E!3(hGavsOA_@$0 zm<}lerPFK6SJ|f5g{Lmq~Q6c49YepV7OR>Ix|j~ z`55mrEy6^hQcf^*OHlP5#(J}w(vVbH1Jr5f>`qcmVnj)1_jCA0Bwz+0aSBVO0~A-g zMiX8m%^-7x2AYKtTnJV@bPv53LQr1!L5Ld};*cCWIk9NrW)?f&G{C%|EHj&4g;1eR zg6dN`9oVK(oi?l_k5rB>DOS{S2{lbeXE`n#M>l3|Cb>zoanP*V%$!kZyoZ@c)1=#B zbR!is5moA?bGDQ8#e8X{;6oKdxSnAYT6o1x)K*aZWsMwC6lsGrac#4m z6eyLMEAw5q`6h>jvy!ZEMhA8hua1F>c2I_Xl1_l;eznfv7QfLY#{#%oNn+WjF0IQo zMGJ)-EZ^7(Zk0^-?D2EC@vc}_PE{MQDF2JxYr%XXl0kQDOjc)1u@VaD5><+vWz1-p zizruaqg1OW*dE6n*aAnN)HqSsFg1dB<@lYBkcdVe|G_Gogpv*I@@<^Qt6GO9VUqQZ zDs@B{{l1ga3mJMVQ?Q%*idBuvYGetkUHmubdkItvtJeIze$tA9x{Vh&cN?*>R#!>G zbAj5KWix}O)ovqPrlbj48{xPs>Z^KU_XCRrinvDEmlvk9+`#ex?9jlb9AdSKr3c=| zQ^h!}fX*(@=!^CxWuF%u5_e8Al7t02-xHeQW}n1;&lA-%TpQyQWFC5fFfhX(gO1zQ zK2Ju<>^2$!Y>kV!(C5i%)?jDVK~zY3gNK__u{GTP}j`#0yS1l!j+PORC7xls5 z!siHBoEzflmKwhFTbl{r6FFEMNh8V~eEBi%NSL^X+?ibTd4Qq~XH~;?>25o@tkdBz zCs3nH`=2YK9ur~>(j22U8@zXUv6URLcl9nezMnA$j6Qd05MxF_C)KyOIP0xh1rE~m zZ$#LqXWpyNJCpeQS5#Vtp5Sot3e8Z^FsyVZH2!h9=dLDTy4<3tp7mwnIV1MYjfWq#I#gWiJCv&Y31%{Xwq1lHlu~rjKJz=@ztR?4b99Pt+#LwYlT}BGWXDm`?bst4^9&&)- zx(`rwwWg%IzGsFj(Z8!zC%*|k8) zYc_n#`vqs*ZWrJ<{fzV&+A_P)gIjU~7Ra!RpdGgyJC(+BP?e^kw6uC|%Bitz6jx5F zthX4&CIrrA1>);*#oJedKt~ ztI_*e{+`tsN-!LA;bVe+ioHB4R1cbUo}H8%*?yEC>HF%A#Eb`mx4; zv3pqWzi2D;&mimQ;fo?tlZdxFm%shd(YK@i(b4m+ciC>Ai!jt4%6-9~oTEfRx8RzO2vkGaW!+_ayu z(#_QB5v^KX_3uUo+Z$n}w?%Lg?GO8}R+UuP@w#P7n4HIRM+(s}Bq#N4L>l+AQV7<| z8w#+7UAJK+m&k$)lJs7aLS)=p!a$WFmK8XX9QQ=Av42xtc2ZcfR{1EE!j4`4hll=soj=(_|9SDo z>LMTP0A4S5<8Nn#04Vs6GeUiUT;IhxW%P!Etp2I*#H~Ppb8PH^ybE8Xcn&VTq+>h5 zLwG^g*B1FW$n{-c90UL;3FBoJM@zfPyy^{u=nF|F#8KuZK|Eym@L^Jfq{rZY8oZq3 z&==KgT$Vgk0X$t||HDJi#TxauIf8UnA3n0;r-e!~{|~SWf)4XzpRDRjE}>JyDhWI1 zYK!%2J`G4<>6N>7d_|LvJ^5>T>$c}DrT=^J{C@(wOnlAYO9>7JqIuX9zp_JL;&Gqq zylgC?X>9JI1nu2J|-Qn@DB?Qblp!V~axQ;GDwgISZO#vSZz(52vua{yX$t4O3m$&VmRz zP}S&cRb{%b<+2z6rUxZ%_KHu1iYqDPINHcBW0|iX+Z>S%+zQA21L_xFxIW#)fxtPE~G&ccH=$HSyIq}%9*pX z5fsRAFVK&H8o;G18E1(KO*GRd5br1CSJmV(P#6{l>z8#pJb@cdU~(mOEc{bUF76XX zTUC&0_>^Sw+*hNG<~lLRV(S?M;c7P?r1m&jc_krJxYn13fU}Lu!Bys`8c2v&S~9T^ znP^nRHuURA=3+F3BMDhUE9le>Z&(^XUB1EjWT{sR#a?w+Nq8I(2KX4n*$^Oa)Phu^ zRw*9#P*o_#<+^&arts2)mWf&~M6iyrsG`o6RMPiLUG}qHV6(aig?NBU0|nv|9y#S{ zh!IkiP0S>9M-{;1YXXoP~oJ+|Va04T>Rfu>AFem<7C zrD2Kuc?({I2!E3RhYG}083?Z|cCss?Ei!NIXO-&Vgsi6(M3fB;=w_oa_vo)>Db?IS z5L2)!t-Zva_yX`D%-bU@eG#{r#yPQ8BSr{$oDlpt2roHTcx+eP+)+J2jp#5i!k&^$ zW(_A3)qrhvDIo>kcKSbnH(mO2tra-470)aDY;Z_^e<_W_eSAeg{0QRaR(xR}TGv** zDGH=w@#11*#2vjFj^`h;z`fQ;g^qxl(R44gPO;t0l z?cccf@9_@x@9{3|e^cCZnqAFmJ8qAm3*I{ocKj^|>=G~uS*;nH18-2ayy;n&C&{#L zr;ouSKb%cZwEtD6$8L)wKj<2k&Q`2L_INq?R|jjyvNl$|EwX~&^XBe7oams-|AF23 zo%G&$JNL}Yl(PQVDjh5Sb!_utPi3wlirUTtK-2s%t*HlsN+dmk&Yoph@cK2?_bd-$ zbpe#+sSH!KWdyMh&Nk-nUZJs%e54I~!D+FrDDAs!+0j6TqNra$0Ij5MgyBx=kp00! zXj1l#i9D-)LfDh_?q}iJu-7o=?OfjT4e^($Y%ZR`4w-+B`$>GWb8=ug;iWw=_A10X zZR)pnFX<*jsJwkuC`T^xB@Cm2qiQBxEw)WI~oD|A! z1H{|mrj^w{@>z-|rkOKtgRzt0inrfYt|w60p}Ajv(d_;qmf49d5;L$RFjPqi*0eAR zXS)vE;!afublZ+i+-H?peed4A#>z$4m^UFIA_1tx=-CRwpbKNUn#OOTs`V|8JTkP~ zu{YNc9s?pWCMlIQS)YwZ04A=tq!CvuQjXTnM&Hs*ijY{R!O_V*@tqQ+)tYMPRv4an zXR`Qs)qraHKI;nG#nNX+`iGGEi9vBj0>FOM@*atBIzOHFhW^4>Bw1=~OecTEF#9WQ zPtOdSyz|2I&6@+u&+~T=vJ8aIf14?Itei|+rB%#p&2Xwwb2rz9%}4YK$IgRfrH!Ui zl0mS=c{xx=o`A^5N=e_&v9os*ki+Z9icSgOk4&fsw?L!PGlPlQ+?ss$fKrqdR44m$ zo%rL~3b~GOtGm3$)-E;Kp5`Eqtdg3W%155N*gh?9migMg>hbfL4P*K62BX5G+RsY# zn%sLeo}9CV<{hb|U(pw9)8)rny;AXPXG~*-Pk^q+C-3<~*)2LMAJ&H}8M;mU@5 zU@8?>Ao!)*qs^aF#4gAuPjjR8EV3NXK&tGAi?D2>*ObH-2fyc&S;StSqRz%c0jS82 zX^28|j(l!`r;nb=)kn})ZW$NjBTnF_4*dd-72&iyQd7gJ#t=$F(KCI$*-!7M5eXUP z{B)i#D!#E6JfRW2-e99%q2TMwXq{R zpvJyG;}<^mHmkvAht7gxy3zCiw;Rowo*k!%qStuBFw=e6)U4;3wPp((BVn5lS97 z)f&fDq>>S~elq^w!126>$tcm==#{x#DD`Eiep1%8*6h-dC$4E}cD1eSnr1wDQZJeGyVf&I4NajqQn@zBlrYd{>!Oe> zdHKRa{a=(MhrotJW|*}bK}US=^IdV9POrB{2g}r|h#FRu%FAh)yMNbuwy*sWEfmOe z`Ynmye8k5^e`y`+Dta}Ti>{WW0kEp!cIY(llYDE6F%iqH)3fRq^8)qTwCXG`vu}nz z;i#@}+UZEYS=Wd9vVD8qC~t*O4uuST6KJu$74$pk{f+N@IcH7|dQ-x&gDei@UT@=1 z(EGLZKjAy+!hZ)nqduO%)o5pn2(dYS^88QWU5I<=DeBU* zzx{wK2>^1nSNYFWbLoDf{U(@mI7Z$>2D$R*jYna=)f+qWOpv^%Tw9ERv|8LHzwzX5 z@Zm!;2W64Hs(-)nVivi7YG04|)9xMP(Y+MH8?K4ogp~aIGSos5PnF6)WXb*|JirO zOQf)dkHNBHbA35o^(O1`7OG)bq=V52fo?zoBoQK}Z23+UxmagD*2aRxt6O1&-A}Y$ zhw2%2Df`? z(rzv6Vqn1TSwveaJtTxI5AvB`g~N1V`%8Gr&_c;1Qb%QKi=ZoOZ^EY|qGY4JR)^(G zH`}ALs$7Of@n>n~w%Z((>wtI`({dn)O+uj)Oqj$8PtbGJ^t1LwXoaV#zd8+-Y-gq{ z%6h5jDvpkkTDPH$7Xiw-0I-IoLV{bfcmi876l1+2!v7#7K7~-KzEJEUVWie&$!-rG zuP)c#VJ;zyZnpXLbR!hkl`D@j(Rfwn>2l?E*g-%KPHu2un$5TMc5AA(-4OyDq3KkP)j+$fWOz!`I3 zpmSNfxQ0|QGk_KDE!M%f<=F#8R3HYN`E$dn(i}vK5iKl6RgyEwR0yXFFZZu6{e(5- zpKdH`!jO45rjp>wM!rf*1ws;DyUAjvQ*#_v*xn>Llk1n%2_33-@#)nZwr&^$^Aqj3 zq&RN(y+?}E8y2VQuequxYpbm(qnnB}Gm??dzu6ZaD<7h=$ND7Zf}v>&o+8P2-Ue4p z7@9x(Ru7wR{^`}|*pE3eloU!-K(BNBXR_zNo6UbWoBwV$|ErtL@ZS=6rJ0oP9beZn z6d!}ubG?5m8Khqzbl*1hzW#Kp;>H`6MS^A)mmg7&EIyS#F8Nxd^hkqX+<10d>0|rZ zv!2Z};snI3{ExIDc7p%Kt^1}O#^kW)>M}9w)VAyM$n;TieN^zbnfoxl73_v5ALr4V z>bvcK%>vjWw{zHTXnnLn-94SV71ciX1*hU))g&{%Zi(}6;dOWg1OXxj5C$mjhokPX zGRHM)w`a4H-s!c~creH#CCdz`=W)$6B=K%2G|0ycuM({LbKvX`6Xs=bFSf01~jsnmc8jsIos+!g`4eSowHG zzJ?>`vn^2lDqF)1<`w|}Mx43+=@p&6plnXPVa?1D$*36>t%xEewY3ne=;C)0&4sS& zxI!eRzNKi-cB}tY?to{Pb`DJE5=Vr34sufEJQ)cNV~qYJIl-0xxuSju{$e7t#FenG zRz*Nl?B`8X^KzXQu&zG!h;0B*lPj3fiV?pcDpn+~w=y_$`kwe+RBn6K(L?<#>I@A_ z{lxVRwUlUbL`4Zru_&s%+MkN)J#>NZf~q(USd8b=jJHcpl{3c!)8c(fckC&LI9E#mCKBQKcV&%>Egd)EM3f!+*}YUnu7= zR*l~iy#&F{=7g%KwGO88chv6X8>q2~(p+V`U|g@#-%4d&BQP8HJhp;ThRd_vY3^Z( zVf_8^OX|R+MywOOpziT8$x|g$jdM}W?op9`yCWx8E_WqIuBePirRj*I5wzw>L0>S2 zxblvfxYbs2Vj57_E&lyrF1K*%T7&W0u))W3s44Z3qHFW|yAz8n*{Qe1X z$*WI3l4F$M>h3+qMo6S{ERC7_R@HOR9`^l#RKDx-)2Ote`rZePm!W-gH$6I&qF*-} z=p1VH$;_&!f2;b1sF%8Twt6ib8nWw&0xo|`ldn*Byd&H3B}a{kG2~XY2P0IxxpB8M z30_?8`K1W5gwW5@8mOS-DVC#p!$xvf4fIVsvYJ2&&U=(m0jGZY;Q7C;?&lr;{G2_$*bcqB zAF5D>zqn=OOsAW2mMkWE+2_XE+wE1BAim3O*PGSYwn{D2TCU6RN{MY|Axs`0tGcXS zk<8&@iuCdil@2WBoIm?)oFdJ1<>$~%orS0EO%qZq6E1p#+NcQf{>(9kH`={%xe!Tx zEJyJ@{m$F&pmOX+>3l2QTx@cuzVF1LKmlhd6g3cBpKL$oSGW$P#$MKl@FL%JOl&&~?!Ip`nYx1XCR0~d)+E>D%;Ju~MDisM6Zf0C z5*OUD+u`)-+@ff*8eP|IsweV3N?P zWaP?nO7!duccz?>QfMfb{EeRh(OZ3R7ZyNa81I#@=6utF5?{s1`_0Q6oX~Iq)Dr)3 zijHNf#@`7q`dOm7qI&qBgm*abC*jQ`m|LYV;gkMOc=-j~(9US2IPY&i!n_q7}1!eRpWenJ6 zaHRPAgPBnRdVy{J7DBq%WWO4Ot~JI-I|!&wqe9+qItZykA-I}q_E+N2DKzhk;c$g` z56mRBpZ)eRT4TZ43ajMXCoa})RmTS4W+zC<>}4gxG~&c>d36%# z99!v|4^;A7m8RaUJT|&}A$P0eN=NM~S3-0JX=`W^QFMiT3 zy511&cP5hOxF9;d!|#}=VMr*7sVj04B26p1AOf|-LR9SOO6WPtGoF=x_TXAsuuQ2_ zT2#&g1e%=8YF!TIB^_yKCOT5}F_$Ocl^e_3?O>VktAX)sf)VIadW&l(w%Cn~(^R`6 zaG?=IgY1o$bhGlJR@nonxCU8MoMv2XaR=2Haf~W2a}l>{&N2?vCr7GHC z26-hDJN&u=W{d-96x38MU8U~68d}(yM}+HHom5){cs@8~Z%+PZb%EBb6lp|F6`Uqy zYbN7mF}Ysmh*zuAtAhyTug>SS0(6#Ol}?c=aOIGId?@aHHPQ<0Stq#-wn5NDDLwG? z#Ou`vqU*oUa`U=+ntbs*(XTha)GT(R%fR5<^l(nfddGgX_YI99Mc#u@xeNQYPpIIZ z6PjTCjlb~dB~kD^0WT|g3r@uKSY{{Gs42+T-L=Q@jJW35^XniSHs@+@DdRuv+z#qy zT@$II5BA<&FX*6!j-;q}<3iADV*IoYZ$e>~$fof_I|R|t7N&lO%GIVVXAa`rE~3yy z=2(x0KlB1u78U)9yk%6YK9X)vHKv*LKj*xE4G#Yr9R4*p{5KmMqVy={{G#5LyuBOs zvF+s})jimb-_*yyUOeVBW#p~+aX_cVP1t|(iU2n!hECkJVWYT8%Z&@iz3Rf4BQ!Z@bMj`b20GTHy7uL_zxTv5rRgx-?h31 z7C%l(Pex?5{gwDccw{Q>YP`Y65@?;Qmu>{?>IDbvc9CRJO+>Ba3!EXbu-S*+L{otG zC{^)cvA(PhBmjKXgF_ht3li+@Nn&vV6C<0J1M%NdcmgfO9_!!8<(P1`ejM}nO@|y^rBsbuzLfy zQImJ1+0`=X#RGPThWriQ>wv{}i@tf#J=EB@&y7Mm@jYo&vYYPnN2vZI!&xr-SzlC*n7*bsQZ84Us6zv z2^yq^p=0RIA%=#b)1gB^x{>ajp}R{I=|;MdP8Fp@6s6PP%;ojn`|N$^ch1^tpZ&XY z{Rf{LpY>krxgM|Q^HBjwNvbajT3IfI)U!OJDJ%G{6(I$!&`QYA&6)iuT<|HKz%jMY zZto3L{<#2uXht^4!uP8ZH?*s!#YPniY*dbPXee?6O#GPJOP1u$sr=*Ij?fYB4D36tlihYZW5`3 z)TcyQjp-u~TMc&}KL}Ep_*&T`r`ed$7-9zdoC={*?)G=<;AoumfJLQDhY2;kjr|VV zXw@+yeFal_@45^0GvhC@=jrMymXFO|7|wXmI%!%!M*6%7z69qsBmSV5wXC8uj%jvl zzGHTyT0`9bRGK)^+5{Of_9iN+uTJj?dNkI6c3QA{0|fKOJ0;y$nNG+kCst_xtg_!M z(q$~`W=GM`cffYZ1U^f$8tfqJzF%L~lFy!a96dJtCO!m=4Qau4BezReZ#0jC#!7oS z1_QjGgcWsvK71*G<`n)U8{M4j)BlxJ>e0O8VB=t!e*dnqpcQ2Ph>QK%Hw^QG0E2~nF8@W5JzgRk!_Mxul*AY7W50dh*=r>o z1sDAGbi8)5M=RH5Yzmgp+JJ3W{WN`F^fbl47SQJ35nB*rD=YifK7M$oZRHVw&Z$<= z#UVaJbrzw6g!#4{H*~yKko76w5Y+aVFB^R#vH#|i;O8AhP$k^iO|zD4UQ~)I5{KqO z+ufMeUtX9MLj7crXLz&o5$n6Vlafub(Wu>&0HQJllMj5i&$?hZVoYbP;PG4HaY z5~WAq{q2OG2dsgtxo>>Dn@J3-Cr#H7tc)`x2zxMNP(+JO(}2YwzxAHhlW+Z#l~-Tn zfnUUTPsaS+zA35H#OkL?Mt)p;4Og-(?e>j(qO{{f;QaFTi#pGfk3HgCS(+!wLi|H? zxA#(pYYgt*I7}@SM_9ge&|q4~17B6JrcRg#&r%QL@BPl$tFZdiPTBaRjOKcTSQ#sX z_vxb>;iJq~6xiZp*a1R4V7~7enTve@`asH42FCJKUIsjRAx4;?o7`sqza$Q`N+J&b zE^#=bFxDoAY*YN?6aFd7A0P|Q{o4$W4&&IMOvRxJz=8EMGSknI5r}X$Gz2iA{>|f1 zA37cC&g33yiwWas3rYOraWGTX`OD+L5P>QYbs&F+7?s->=IQOzVYm!|rqZh&bF8=p zEW0yFv(k3Dg%FNH)Z|0*(b}+$2p}fn6XV057ZJ2aq#ie+kBxmpD6%*nX3-`wM(N-} zn?qR6&+4Nd|%IUgKy4YZ4U46p|vH*^tjWB@Y< z#91iQBQPPln}PI9%vg^DbRJMzMR!3S^?U^DNQ><_qCxBHFqiUfk~4_93)t-n$1f*- ztO8DA;LcSbR(5I<=xcMyI zG3#oLV!9_tdJP7nAmr9$rh-f0rBaDec_YhudtZPw*X?j|Tf`Jd`TG($cTkom&BR$- zx2*}?*vAAI1zOFeWh}~1T1DoEBhJD44t%6|F=&bb_3t(rwS5jWlo-Vdb-LlSktVk3 zRufZwv)RkaE3{h$w$J67~&v{c-v@oq#*2|p!c4MEO?WXJPq?A-0?{{ z>Kuk4HDHflwKE-5QJbf|EzFDFQ`+`+SJL+_g@SAZc*zjZ$XVp?Mx-l1zrtHlA}p;p zLs+-j*=|^YfSD|qH5ZS`zzO=4*$!wWr?ms(ota01iN(iGG|OTU5;wRx#t3_{K22I7 zb$X~}yDhzAHXsnD^wL55_%DxxZzmfBZ!5QPo>yTB`DNI|wHh3s0r5Kt`~ngBT#<{! z&8=<+93j}JeX@%dis&LFx$RTSXVbT;(|-ABI=Cx_m7&hg3OMTRWt&a+Hx!T%2NJ4$ z@6>2t!qVq3!H=g;Ruzr7bfu}s6=P@f>l!(8`j|5CrNn-xDQR&WAKe;_V98ZKLOh-dINrZi$lUdz22 zD+i%6M6hNDGRq@}N;9g`Kx1iz9HIMFk`8n9CTOTErsB~}9C%JX^uZk<$2clCqVk

VO&O?73?!g7{$rSDmT?9R!^ zm@1vw6>TUjE|9j?vPmy75~YZe#5geP_@hEcz|RE-7I0=?Djh$7wiJv>%>fR3K8Jm& z7ASQOtClbutC5F=bigzmw9Steb96hbh3b)DVcom8(P)&+uVMFDK)MPo7?KI3i<~> z{?jV_r&ai0IWzsw_|Y7+Z7HpR-o!<5f1Uq(GDbl|@KXv47C)A#{`#=Tw}-`#b&WQ& zU+RUOufJ6^_Oz*$3v^#2R+i@JniTnAW~s>6nWXCpC<~ z=zUF9x<>%*NgNFbUOXrYka~56%EXe#Hib6u#cS7Oj%sHI9@jDMDe%qt_ah<~bcKj- z;xv=r7lfbZa>*3&JyQ}R^P&Zoq7sT;kCAYyZ{Cc8OA6az$HwM5U74~z_4Zb&v1()Z zC0#^8nju_%OH=5P{+q58hEL)5+RW{Xfphz}0*EJNZn{d*J6z=+QZ#Fue9Nyd7PlS7 z=BMH2y16K`NlCub_}ZS346p_`4akl6sUL z#FAwzc~Re>`{3xl1EPuYOE1f<83jdinpg`m+GT}Wdrn^3RC*_FTWU^j9orkf_j}xz zqC44e=1+IGj?KwO{h7;!WUMFlfTi^rB2LL7sgKB}49Br^F2S$)5jwg+D%{>tw#>4z zyQGZLcUvYi?<7!=g(}L2j&3s~lO$dT5>r|q4=XqDmCmAx#iD~WQoSILe&%FJ?xwoK z)aF;1Xfsqb6bB(2colZ$!fNOcoj}qEm6K758@12X{Lo*|ZMkQoC*u|DQ`B{Hc&5^% zQvH%--*!^XY3xd`HkW67o68DV_fsb5M+O#l#fc=BjB&5mhZVPfRQtF$61=IIpKVRa z7tegUscjo1HaKL&(f+00-M={@tyWQewj&IJwU45^Bln4^}IHJka zq_SrZ-57$@O1tD6bjw@_kOo%QbQ;i|VkYocbB#)5!qP;zS;MB>kmG6&%*Bf)j|1mx z%|uDwb~yKQ617)?(>sZ1N$PnHDIW?3=bMiEUe8F1kRAAg+1_w%+z4AcJ;Bv1u#WXR z6Z@eWv3LB#dQ4NydIoqWC1p<@wC~2RNKfIeeD;L36;qbP+>coq+^l1U1ws9#uS7{( z7U1_y*UUvC%}@JA^R}KReTx~+SXkuls4_C+sYDz2gt_{~CBO9i*h*Vh(_xEjjU{w3r(7VG8^JWHazvUQeQ(3l zz+Z1)C28+A8NJ~P0OZZz<#4jnVKBTY)lef+D8APJJ?saY7be z+VaVBg;WHfHeKeVxfScC2EELa>TY*#k8R6n>ffEE=Q2}dvq3*ejM0jZXjH+xeBI)e zb8oh@^QS~ktUhuh20GP|2wl{Ice9GI-TPYe>p>N*9vw!M%NXsMsO{AAVaqqOIoBV? zzwzAKx72(0$uTS=V6dFYE*7yDlvsb0{cf2s?+H)Au+yAs^OxV1_Fk{kRwg5a(@%1; zd$Tgvj=jxdPPp2GfBg7x>p|OpYpYPSqZzA<_e`|Z6^+9Xuat8dR}V+J{X2e?;8&go z9H-$;;xo%nFIy#f$ zz_@cVKQGdr)gzLnN>@UF|J(XtObL2D_vCL~e61AwkD2$JwC-^(Gfefr+N!==%sJE) z{M{-X{#UEeERxOPTtl^wVmDfPb%bXN3n7c?wB+>v+66u4f3^YsPsPGZZ$YO2T`VL~ ze)6w-(>eBgd=R)Bl1JGRYk$aYpk!+E`m0-5FVTnX7S^jZ>jW3*k&pd-ZyM^I1*Z(` z`*Ux~7fKyNLzON-PxOq5HMp(;`iO!Iu;H@{2z_t~;KF77lo=r)7k=IsPCiGcR}~(( zL?0>euVUf-BQLu$QldY_!h?uEG_pV9te=8t!T+yf;mz^G^ks?{#nGj^lt#*tSObK@ zDXW_;-j1_AojiHEdYJ1pX5Z{&+-_aJ|wG!X+ zAMoSwe{L1dP$W`~xVl>zR)dAptKhTp+8=Bk7qJ9}OaP6tm{}H*`s6hs=aluy%MswB zgQ3$q6 zr2S?Pdp{%Jg|xP@5-Y$$X1G{Ra0h;v^C9dP@0ib z*W`z?c}wEmY#455Y9odui?&4>t^}t-(FI2!`R$|`&xgcN3_DpAwQL#_4(*F@_2($a zoLlm@IgUJQb(tnTyLp;bW&ScI#wmF~0!SLTlOC^a(tj2yjrC8YiY|w9u%=285Rs+y znM4gzyR-|&$=j)8tO2&J1|!ZtDbi$15z86k7giZGt8CM{>29$sd*S>tM(Qbo=E>=) z&JkHh!*U6hu6Tn`(leVHjHQZ$gpRO1mb7k=Wrw69xaE@WyQj~4CgaUn_vlIpEo8!( zvrJ3WrnhZ!OM|t_R6fHUCve4+W4*q&aXg>Z!kXZ}_v!E9A(FikQKjYuY@zyy(DYeD zs+)#9-fG8MN|&}{i|sK{0!SwR5t&+F3eP6}Vgvc>G}WjGdDIv(xv4OgD3%+-H$3FA z9h(u|l97^XS4C-~GS5-RmOFVw^O0Yn*$;H%^Jp$D-+E8={i>`Ne)@OZB7zpgT`JJe z&xK*OB~FZ}`cqIBpVm-eO%N-JAgu}e!8BB2v=gte% zQCWhYwBCtiJf6iXm0H7*%Jpo)mQ^jnx9Z>g?QyN^MDS8<22l4+{?k(EKQ!_m8u<^6 z{GX z`E}5_jE#p*-vVh*r1))qm`N@MXW(3jw=$ouDVhE}^hG6Jr3rN(7F!1+`v1_##ylGi z;`onU_F>Q|fhfNT50d1z4DjiZCd<8_akz!y&|iJepW&3v8k`DelHDg!Aa?p_)CLBv z2eI)1CE{yw@k;#O4~agH9W%ITfisw;ABG`x3QjyNdk!gINwCIYhY>NaZVRe$v+5d< zP95iQ*KpjrP(|a}v1T&olzH2-Z&6?}p)Z+rzI+*%h?HjlluCadi91B%5mZwK1zk_t7NEk+(+Y;5hh6~57jFF z_W`!PDG=vLPE&c%13iHo$s(ATx8z6acn`wHJFO{0iNM!; z+;M}TkA~Y}%3=)%+4mEZTsGUqx)NsD+f3<`U99>Q*l#B+ITo`Bw`rWSJqUw!#Ve$< z0R@8YgkPDiM;~5bdPtu>mfhY%?C<2COU~PyF`@9k5r}v3vgRqvV|pm6<7aBy}WGK91d6(NbPM)p3cG@VssLsjH0it{9D$RDhC%@_se3yN|<7>vM zd?;50g5+1zx}pw&=C!(#Ls^p(sYvPNI($ zS{?_I%kJy4iU&Nu2*%90K&C&(R5%W=fIddMa)hE}*#Wa3d=CuXe9IDUIA41bo@O^i zIiAwShcX6@^>CtQp(|Gb-RrZ2CDzM^O#|D!!ejRUT>%D2`$k8A_Fr5sx9tb z5Py9umY0+F)6ugV3=N)Wf|1E=WXb2@Oe8{WWN(^PW*J&I_|Y$++wtC zi_^V}Ow{q}^bL%)qh!uB+$L)V6u21Am$`jj!tueY=}tZZY>>6q+at_bZuIJ_viKN# zi&mwB5R2Gq*Xyf|6uqYqE{#Ls>0>?0grdN2a<6@Nz)O$_4yPyK6{Rv+aiTuYUUG0U zJA=wsT@soxkdUXePPv28vIXnrm8#5+39vy+FS65u^1Yrj+AHq%blQuEkxlF5p(S!b zQ2fnjkkfGcE#bZ*lO9E)`%vp zp%uITCew{(Y&pUD>x|ByJG{y5lXe;>Id6Y{5}9s)xrr9d^4$yE z!h8XkzGt^XX*+$me24-Pg6k&f?1e%uWy z&E(MOk4^&Ggm1=(*mLJ>`I>FTT%`YDl0XI`OFz4&KTML*3dhRH4pAHvsZgIT-<|Ma0Gdf@04tV{ z|0t5g-bX{Bl=L|(=}TME{z}sK%cMh!Q2+blb=#n=RON8-BhfhDQ|Zel2?QcUXIF)=Rz zmr~CpRg^TPFmt$|(^qCN7nvk_#c%dzp6sLvg{SO6PN`)Nc|@tdd4jCw$jo3A7Q+&x*`jZ~ zRHcW|2<>=j7=;1AdaxP8Rh@1yn*nmmP!^;JZeX@Mb03RHeQ;)|c_bg)PGJd?1V-uB z!!#4K0Yyu~A9SUJtASRQQZZNyw76>AWJxb{Z|dN>jU5_nw*_Tz=A0FSj8(2#Q9A z<=$I$g2AAtn2hHP5WJf$ZNf!y34{_MGsPzl*<&lgsZ~lMLCL2=Jk!nj@W$MS_09uG zs`=skx`kZ4lUyQFUYSL4TMuc%W{CpNJglC5h7ckGaI+yZ6pK{&d6E@eWrU-`e$;Lq zH-qZj$Pr=k3^_FhJ$piDPsq0nd25FMlGnOw&9U3_o9$0kF%M*fWQjoS--lC-3K-rh z$u&~}ek?5=zX8&Y6qmh{uezrra7RFaVgbD#nJ?Oxhi@%~TUvTzr!pOSZe01ujiW`y z_s&~)VMw^=I9T2@mj=#pG`+imyBAS}%>2YMES!7Ug`$8YQ`HIY~xDBBx zHCuh|vcGeYQVrU5cqum_uQXe&lG><&qlDl7-$WxjTLa&=)`A}1Vz|O5 z#>K``&VLG#{}dwsDMbF)3XxbMX(cUnr54{v(ERuCjVZ?)vhB7p@YO zV^?B#mSFP+M0X)!Sy8Y*B-s{DvL68r!TVz;#2l(w$)+1Vb!vMXyYQQ-wRSs%fw>kd~U5NO2HGe0d`Wk}kI4lp}#rXh(VVJYdxH zJhaOD5mo`a5GhjyT$^3ee=fRFsEm3WPeM#8l8uQO_0wI*B2i`Gx;qYGy!*2lJIWwl zR1FV7>nKNDR?^kbYkJ|I#(Y!WY`U>0dDeeoW=n-m-{1G4XfmgL zz}k7MW7lI7WXYIrFt(&#Z;Pl_*Eu&3+t50eUiK^bN@mHlC#dcXFtXgGSxP+O`6X}BYe@<^h&0qnkIKYTI zSGAMjBw|GBwhPkt)QPy_Cu7PZ{lV~Fkd|4-*v(L(C{q3hX6XTKi|Pk9Ew3Nq%v1Oa zy{F8L9*X0ooDYEgS@s&mlE_N?h5_pNTdqL?4hTD2OU;+Mps1gIi+od*P1ICqWGttO z+KcwIBnq9f+$YsEi@Q^SLI**2`&4Leg!_sebPJ90NKTdzlRss3^rx(7eyn5;hUnEs z_2p%&sBotk7)=A_LLiJ zr}J7>^Mq0OACi>gU(_xlJt8bKJLIqkl zD*I)B>ROVw^vD;ge>YweLj+Ehx8F6oceLChAkMDDh*9IpIPZOKGkc~6myZ zhsd1v>D)#KPr~-Bg`+#Kh2q~e#I)Gu{xaxQX)baYj^kgp;r5p|Z-6>w7D83Yye>hH zk_Ls&p&Y&gTTL||Rh;geKMVv{n^n0Ib1Rx1TMnLnCn{fg7dKAo zMH!)HA|Tp`ln!tL52H%EmqxDdx%usE3e^U58!4s&6Pq8MFD|?nRN>Z%-?pXd%uMX` zRsFtx`QL9R3>F&xSt0%HJFtw$+V%6^Pey&96DrTPB2Mye`8F>MpdFFbPY-UnOeCsiuJh8cJ(n<)K#aqOGiqGg{+h zzmNVBcVO0fipS2o8U*p1y%*cv5WttQXEaD;9A&qNV0DbwxO zCyOU4d$y6-aZ~j{(Ldv+xbLzgj%_n6?nhGKW9@`W?Y4UAP zs)n+Ew;}zPX++2!y#BNyaiD*OO&PuU1}I1({1ZmFV0eD2X*Bna{O%t|s9f@XYA{H? z>F2&*5>=cTiMbHR!bepsd@M1D4vjL?qh%k65oje16p5?IdI<6OKS?b9jYxu*J^ThN z4nU=|OHyqlT^l1- zU@h?rV(qv}X?mts7tR6h(=G_-w;PfmXqFgj%KSaZDudt`!I!NOGQUDuQt3oakS67Y zp)lUgs!VCS5+jY-(F&GBO;8RwN%stm z@TDjGsY$u1Qi8N{GxcJH z#1!A!0IzQZ@=zOmct?=2cJ)H*?5#nis*^mQVV(qBt+!W_k)9YQTzO5!?8~wIrQ2Gp z#jL%|j6f8apuuqt7@*)oTB;YPf07YLEP0qsnL_FVE@u#Fv5w!6d(xi&i&(II2z)ZY zvMpfvJ~O7$OKMkJ9n=RZ;7>7}r}_LTXBr^2%v5pIr5L~grVh3UKxAx)TH3z z=AH@z3(>M5R_k#lC#I;l>K%dFdX=99)e9nNjO@15^_4b9DR!}<5^ z4Z9v?(l7s9z7*Un;0mb7JxrGvHC9eHmaHRWhN{aTCu5m)yyoa#RwpZ-H3|DlloP{{xPC}jCx zoyc*!OUzNH$5{E1%p&(Mvu>vt^0Qt%5lM}X4>sMWt?@Sj>bRUYrv1ys)m^Jvt8Z*H z57>g1t_epMyZ7IoXnZ*bVAhRBg+W)$Y|r*fAI7D%q(_K84Heh`n7kY5>V-@O{Wuvr zsH()Q1r5P&KOtGp!>ij@Adx{BXPYJo^MaWZRP9pZhdz;!{}P=EU3V+=Sm&?n6p4oJ zy`Av5(P8DdtMU+LN___hv?+b40Od2OpMH4JSPp#S!fnTY*TfsjTh726g_p*lCSfQ} z`N`E>LItC5PB`o=ILmy`9c4}5!gBL;=oX@k?nuZ!JrDn}>NMiRa7pP#m6=0Ba5$Qn8!QmPw;czm@hpDmd-Z6Z1L>ez|rQGhlBXWvNZ%?O2So^ zX5y=1DXk0h8Mp|$wNDo%EiuzpG~Yh|*axW{HzT1E*SZAX8oOTh66f*7P62UM3@2XZNYhzhgr+moio$%&b<`NG7!uPCgfay_p<5==FB}JhtLf zmMG9Yq(2Bj`BhlT%RH{Fpq5c+*JtTC@PR_M-sf_6R^grV`fdOoy&23{FQ>sZrA#f$ z>zCsTo({eY0|4|srb%WzC*t{a=UoG~Qz?xoK$Lqv@fAcR<5dNw#6a|;%{wuJh|7Zx z`f54`L}!mc@N6g^lsA!VZyeIz*!MUuGs=cl>g2tR%~tBGU;2?BGOkYphMYE|35jNL z`RWJtXAgqI$qMrI^dgCB@6s9sbSd27?U(%7;FvBh`O>&9;oiM%+yftEF7Jz*!b#G{ zLFp&kL44ZdKh$+{teZERo0eKxf4@@?7#njmZ|EDuXN;H{8K9GbjX1Xuhx?B9ZP5Bp zSP9g3bof{ztboq!5SN(x;|0?-N(MReO?6(=VTvUe9z%R9aXd3Lg5R(tqr%hL{ukim z+4Nu+_HX6s93%8T=KI}o#&AMLXRKc4q0!tf6P*gYFU&X)C2;P5D+MfiC|Ut)S<$)WolxCl`U}?frbCVj+=pTNN>FsKk^24%~J~FVw=EW z9*==P%n`fzldeE>qLeZe(z+W~!~hRu;MBoobavwuIhMsTNA$ljN3u&A>PkAWy-=V| z7y%(4Id0%K1NRUt>{Wd@wg+i*5iD0lcU2mUWsa*$+`?f%;(o~MFxsAe`GI1Zxq52+ zKg_WJ#n5`BL{9-!Vue}RbF(S1V|)Ok`g|11A-EYF_inINNOvJwB6=$#UV0DT6r{K6 zBI_RJ4|WXm$B7B2;Qxaik7cE8`RR^fS**aGP=n!CI-O(Qeb}Rs3%U~fkP7!eB|N^r ztC0E1QSmYUoEWxrA{`V+o+&K;Ben;59B<_#TxXcLV(3JTNqo1GxPF=Vks@hRBx(Eq zvlAJnm`q-#J$D>!)kl@-37&vTNTH9dGeRS(ZAB}8D*6)W-Y=TfY@(d*j!rWg&}T`+XaC>Nz@hLbX_CrRQ)3dE8} zM&IyaQh!1WRLSuW@FIdblCYg~ouD)lW|@0aTi=D20mv<)lZPh$p$Dx~v)c0;t%T^^P4Oa?wBczg494FPwt@mK?@6-_#tOU{ zve9HRSI3H|b~N0I>z)z2C@}?Zd&(;-A&W32+VeD0LW}z=ASrxznq|_dG>wqV^p8Tk zHDhjvv2s}<- z@;fn8=HqY^&wC=s(uGGF_4+40=_6MQOg0mFtXBK%TSI|&0?324HfS^ zuVFl@Ho!jC0~IwV^kPF25@ZxAN007dFd}hsLmTo2{mu*393Z1|-lIzHA$!v~Cg^g0 zW<&LJ_SE$aj03|{gE7A}e-Ivl`jY>PcxFl=n*gX?D!xDIJFz0`d333tWZ4*MVC*>= z4#nL&l()ozr`Ni)t?n0P8b8~>!Gx9scc0(7g4Q`$`C0MmIzIf?L91jd-CXW2ZyVUR zCD&E1d!#KH2tW;hwT%`X4Ps0Btn_i4>KO^prj~cIL^_eoIiLY>J+pSv<`J3<{qebFx8TRV_gC{DIvwPm;voYUlF0Dekh-5Z z5ApQ6zMHy>cAXq3+=w5Lm`QgZJx3&iPTNhMEeG^y@_-(XS&+ZipD;;C`(}DQSdL@I zoXz`d*^2JS@e1^sN_G~Rb7qSc|FL=?b|$aw`8|^t-0sT!K_b-GDL z;GCPKex|SZwybz+$~R9e1;O{-?52&f@y_hz@ZL|0PXku&ejOR&8F~t#-T(OWO+WLa zas&s@)@I8B0ch|^Z16fteTET~(Yg{7-a22T=ML=Nm0*P#2~2oZR7q1Y$HrecW&M(3 z?Z+P{fNqC>`1y3Ssjhc6!L*a)hJKHNkaCiKLdEdbtE|3Tiaep8thUD51e)t0b)3tq z$+jW*o$SGfsktgyR#I&}94@g@`Ss)>X)RqpUJNBUh}|VRXh38ULE|)P%ne@hNuOuk zOXk=w#LKP*?MW(ejdQ4y-Am~*3QqNG8Kh%16K!tR9_ z>0|FN%X?Y-5x-qX#WJWNt;gfz0aixl>X_hHCs4`(*viw%M|wiL?sSoCs>mLXs!giq zN|?x1DEm+5@8o^NN5)9I)EqNQT!RU|m3DRZ?v?Pws-Nj!O84-3GM|r^1kHdIRNtsY zl>V&V<6D#2+5^G1X^2if5~-o3(7DEb%zU@6^LO77ME#bagAR=8oiQV-MPliyx2sf| z3LsS<#Pq62oYzT>58I!5(}<6FXdE$ZEIusONE8@Ft<01#S@)6w0xngYw^Lk zca=Og&zP{A;a5PlVuOB6!im4Nrz)e`-l9v(WNERYmne#oeXz?Zp9iulTmZh)kQd!W z_YC1AS0kn)j5Se`FLva=PpT{M0c`j_xt1ecvyLM(e|~=4RPJQ^DqDYJPmN}UVq4*M z$(Nm-IHPy8(oGiR(Ao({=;3>R4@#5Tc{~+N#shofK*e9cy_nepfX4 zC*BeJYkWz5o6{A^KFhldPsTs>upmCfXK8*bnKv%oUY$&IA}Dlre%IH^YPDZt*h>yB zW%sc2Bt7x)LaPX=c&te}xI8op|18&$^FlEea@Wimd_dC}KcT*+eZBm>s~%mW_O<29 z9StywrM##y_YC2dTI|$kNpm;r;m-ERZM^KnNgBtsB8tB&H0ocP}YzyNPiO2us-5c=Iv? zN7W@~;@aS4Y;9~ixfFuYC=|DB%*mC56M8pi+!{WZpXAgb9~&;6fMt_7=jxZ#d4e9dimL}{o;=vW8K%39Bc$NjRbh+z-`9X|vQDGwdrxB!8guF+lOFuG@3ogcC8HNewhAM63@`E-d1hVes7xar zxNkpX)xq_nKrxs6$)D3Uf8|fZBjwFG@8&tK5FgGyB@v^4TjN<4ub5YJrQ{p1!D_{2>#k4x=q9jES+$7ozPe;LdP~%Qx8<@?jghT0`ow$VzL-Eqv^+ zIKUTIB9wqj&7T#XjqwV`f#O>lm&15^k5t2Pd<%prKl?mf+2EKKq8VqP?JRzVapTe7 zq$G2vF7*th-UtVJa4yWT9w-S@ACWd^M!1!P{FM`L^QQHAJEunaXVC`SRQaS}yv*if za1Vns?Kl&#m#_UkEF09oQ$YegKMCuEC+eW0^BI(8`JeWYNl@ZHWxi0|Zju;-smRGbwFb*j??}+KxQd~y zzLrWb8j#-ulQ%1nBA8PL7DykD+ArgxlWob(Q$cOas9FJ8iBa)dd}nJw2+nA-%2BG! zjjUB?$>W45Riz3z9_FtsIw|0|6_rX`NxgogXX>GN=?lV%Rmw#nU*e=NkI6oBBUSiw z1uG=T{6rf`%>n^O3hfAx4rP+DQlg3NU?+{>sWZjjp8;l~yi7wDZ**j-b~*T&&ASOR zfo&j57>^bc**v}qV9Z6$!`QC*vCtUM3*o#4g{(A4B(I94XGv|OLC1D{RAx;bj>J#g zNuTQah{M?pt|X5JtT;Ul@W#^7vFIpm97#LZy+ZfwH>EO~SAgRtb>msx zTl~yVM_d*Z*$0}CqwN{eg!Ja3I>B>f*Mde};Szfo!&X5RdthFlfE?kC4-G32UP>w* zh{}pZ$jr3sSGQ+)Tmh{3@_Z11zOu6R{o*(=^s(tu+Ylo;Kgpm_mSbv>p)it-95 z%7{fKl=o9@DHbun3g??-Yv*V?ON#3U9EEk+1rQoUa* zJhbMjEliD5y!+H7pb{N86^$Nh_kmgy{3gCSgCb0har|+1zF9TMlp)cgiDFT6@iwn+Yk=^A*<>*aP&gX7Q%c!wi=1+ENx4PLqz%Fjv{=u%#JcY4Cse?KXq`^(xxmPUCZJBgn6`VWg+`A zze;8rhBRs_*dHd3B*ie^1>)jM2Zv#l8Pw*s>ltheBxPn_1hqGAG}SRO$fyCz3q`HY z4gcHXD0ZU9^*`Ri{*y@mNu>WI(*LPM8vJA5=c{=qHjy?3e1E6w|Q30on<;cJgQP$pqs`nCsR zJu*mcURs*mX-WL<)v!+IkM{>+=h#I0C6jk*G!lyYG(|rRn@Aa^?c|TlF8y_6Uh(pZ znUre)HePPt_{JAZ zhDU!8IsD_1Tna0QP*N#|DxkyzzwI^fB`<0{_RS4A3-ZHHJC?^^)4)2bm$-t>-sxzw zXMq4ykp6|!Hh#qb-NYdPtB-D-e|+(M1x==*9)wskqSq7XUp6a`KX-aO@O`BB#e!zY zgTPn{XYy_q?gMTMKS=U|PxfZBo1bf1s_e@WnQO!ssAW^ZoOPR|PVsRx^2eRyaXxsd z=wZ+cjt!$PBRM}rD^kA>Y-VitkEDQ~3aTIr7zLxc;8IG@rsEM-Z!EK4mNj^*c}yAH z5yk8^qwS?RKgAojksD3TrHadgurIG1=Q$Ujea@OO`nKSYASCl#qy8Dm_D#Og+;J2` zQ~YlgB9H*{6HK03!RqlY%%xzTdnT7$)=dXtD+G-oR!Hzr*_oO9b&xW{8N)d>CuPTV zkUGej+&H*f?`M7(C0v#w&NQZ&MR9}#cj+F-?Byq&Yx#aqEk2|dQQKYF4Kwpl3-8*> zdfNXopGa)f$A6oGns~d6dw&wI*kO3EH?6=-UhDn~L9z&Ta8aLWhUTrdY}aAMJV>lL znMDh^=Wjktj_l%>wK1)5irE-`WKEDEQ60G?Z@EGHXHE{Hp-yGjBEe#&5H5R?E_<6j8XMbXWNfHiv@ddmFTrL!<;hS$QnepWSfj*M|hoKPX*Q zw=|D*dY#8EBb(j&@o8iFQ_@(9LZ*pu|5?}}%GwnDL$v334t^Q_oo{NhcZG^SkF%UE z&gCxh;m)CImvf2hh`8bGHKv+kzd~ zN#2#;$9tDb0Gh8K9Q+`vT_Yc`s0%#-R(&Jul+bs-;2_ceZUJuSemMUo?cSP^H%}Gm z9v@HUmz-iMQjvi>(<_}!v1&L2Lio0k?J)T;JU? zWxO<3?pyf04GZ-F%ku4Mju6W472Un!V{~B+QP07AK>?pDVNCTmAp;3@klcO5a~aX` zL$7aMxX6LB*|dnEa2v-V@?IRNw91Ds%*l+(hm$uWBBj*?Zm`%Qw`e*J^O8Sx!%Fu- z4ndnWTdKKcr)`+Xl0Q`cWzxpa^5=uo@i~jcWhiPLomg$|baRf2f?5Y6McbSo4v&eR zLkHL^4g=qHve=nOO7RbMJQMAs%T#$ju2MkW=$w#szJI)=YxN`&DL^ITh1~!3%|A_{ zK8I?9K+?4kVjrQvA~yBIB3~vqaoLkkGx)_qUvIxpS_X2<%#N$?1(@>}5Gt_h0 zOBYs`uzU6gkSbh@c-u>q&|=1B$b5fasR*;y=s;8d7klsd)`Yrm?MeqlBqX%ZOF|Pc zB%y>(=skqq3B8H*D$<*@gc^Ep3Q8}c(ghTi4k{`gEGWIGlNaaQYwdNN59h3RUu%Cl z^Xu~;+|T&kV{8=Fo>CoLTFr<(DdG(o!H8;I);&)j+Gl@(oN$jTz*@Ie)!sC@tQ$6H zZeN!oa4Go0&2-E)K`WdKYE9g@P&11U!-`3D{+W^9zQ{-iLYW;Ps6QF?{J$7gX~pk% zW9;4F>k}H%&i`Q4P~?r-<4`>cF#QRjgv3CaSHuA$oWjdz#3v%a;`b91IXJ+4(HOhI z2$f!m=@4MZ{6|d6a>CAC%f;j-DUctt?#CBVfmxf3{;g(`#HufZmMO8&;%B5{SeoPRgdn(q=8&u~Hj>?PEZ z0EtK&Oo*d^=mnI%cVl=F?fv2ZDO*0FvvCA*|WP!EW!Hp%)tH0IsGo^oys`6N~ zmGZJF}cac!*P`+2~q;=cQ`D z&JJd$Nxs|XW&~9S2PFqf;}GU2YVH*EVf>WbfVMmMKtjjh&9N-MKp56~n(xv)NRDU$ zs6<=}_7n*XzZ0zv>tb-+3#Ods@WRWXg-|k87@;6#t9o0zMRiDmR&9{O`^qfYa>ls8 zTy{V%89et91b<-c_Zp9tUduAxjt-{b-j7k6LpZ&M6COL~-{WzLqa+IV=e>h6MdDao zoQdIT2A~-OtyPf7f$tIt273_fx#bg-55#2?=^?fqbGb|~=-I0IZ`HCDGCrMluT|?= zE0**?D5%@V!^Ov@T$|%qksi*1+9|1BBVQE!0jzrLWQEH@x4KY$oS>O{pGu4`$B zg@!8;6{q`4<`9sKWbGi|oKrss$cV+lOkP1f1lxl3aYv~cE4h#fN|E-c4m0YHBfWKmJhdk9Mfa6}?Br(Cm*kl2#>Q~Oj(ym1XV%2m9O$SvbnNxWUd0MO z*+xAzQ6^wy*N7mh8Wn69?oyk;w`@;8fk;|d-K&D4d4l#Ptf{1uEo(@py&d!dX%qaZ zVXjgPRIBnVSzBsUHDWyT9VNe6o1YzTLv}kT39r=H;Mp{!-RV+)Ypckfzf!{is@wr# zdXBo69kE@b)S{~V0+Lj-$Z_dz3#wT=drbge0~!V>!Hx?Q9UN5Sh^=*~Mj3TAI*|t& zq@I^#{&NB8qmF+)*Ztef{M*d@+sypGGBZz>>x6brR#Nv*q^GPEZLup}%KF_?e|5#m zi?pwLqAt2(Gx;J>pHPk^q1)i{C!tfx&kwr7B^GZ!T5l!$t1A}u%HdIZ;p}z4ViEoN$F&nLC;81uF<&V7!%30KrK5K8;JSP1KfQ86X|v)6S9QmKrT9H1 zan}oCCYHT^2Y*6YpbEj`^A2xyKq*>AEJ#_okF%xFb654E)TZ(eDOY4k5FwT0yyQ4-dE6NRcy2xx``Q$qw&o+N`I5Qb@6MGzRcj8t!9spqB%T^RF*+~Ec zlP>+3@7q&#O89hl)SyZbez5Htp@+-X-AU}7E#3+5xJNUCPzOH{Qn5!{nGMzH*xRz>Qg zuLHzllV8}ORXT^&#~Tu8U`}ql6;JLaOX;P5$Xel_UVaiHa`_sI4C>aYL5* z^e!*%E|)r($4jr+*VbH!;}$(1bv-ds+A=WnVB2(P3r_wg|FM1c)0i`Y+`CF^$>aeI z=0IRDrD&!`@Uy|~k9+)?X^3ab8R1<(OH~Ug`s$CMT3Z|3PM?rSjoK(bJB1Bz`S$BtWkd;P zNJ|^;Ui(FpyneF&gOccW8Hq}O1beor7)ia!%$UC84SD`EhBtU#j%!3qZ><&b9^=X0 zE&m};@OqR7ertkJhcq>bQC@4nf#91Tj(0XMvmEXy3QEqp?;sv)YS?oAX)=X$uVHh1 zUkRue;Lcl65*}cwQq%%(z4l8qV?&^#VTBOR(d{WEOA4$Ft4Xrs|Csd<_2e5xUQk_@ z*Vh;}b=Q}f5zpf8zdqW_9BeYENv^!hz~ zS`9h*%AJj8hP%Q|GA7=dJ9RAOz7lDV0UXsEOzm==40?6oXj`?sO}n|W3@L{LO^q&@$bIXL4zpg_Zl^f6(`5?=y&*n2yI~2wvg)~!N@1h~ z4H`UXIi5c(?SGln0=1r>gz1-maw{ZwesRq^YZMGi+FJXBU=Tx|8?2j*DktCkh zdRDh{cp_EZ&t2H8Dw+jx~mW0 z+R%7ipJmCiM8?W?+T51JxrSRv)jixfZ4-T7&++upQ^BCClS=PazDnA(Hth+ASgd(F zYEW5hRqst!@~xh4bPaCe3G<52zsH!}{tPPNpRc{&I%j#+yC7b2KJ2LDUZ>>F!^4a* z=5T@T=U<23;AQ;2r+4;l>U|4)`{O@oWn`wFGuH0~$mm``0?b57_o zh8Gmg#j>vr6qQiQMBPOq2*FR@*(*E+J61#j3a6VCP~y5Obz+EOb{qH0yr$U9dmBv1 z(N8=G<3!KDGZ{qnZkoXTLbF4B@0UmhaWIq4xWHP^vW{%57 zFqlU&YVu%wBXUTg99?3Zf>G?|F}$N3g_GB>4@QaA-Trb6v+P&@$-r1E^^aOuSm0tM zqc*?t_+*g8viKTCOw!!$7K>+w07Q3G?@R^M*q?wf(|hg^_i&y|s6rfzNpd*%i^#;p zXXGhfXqi_pw9EneaWeLwMhxuxVb`Yp?D2^e<|&GSW;OZ$u9;~D55B=Gm9D8X8sL>v z>0T8pw@?%PfrpplK*lFaJ&DikwyC`Lp&pO1EEZ_JS)(wP1n$D9(UV}8q$RUrhMzt)bXX^s(R;-SWR2$~0k{&|9Uy)5?z z4cH`$m%!TaKsZQonPf5ys<>BkAEo0W}>^I}M$S{<9rPt{+aO zw%vs3S^{UeX%#_Pca1OyXOurxHkL%Gx1dIyM@p%uW)Ar}woXrQLZOoI?JSd6Ei=NXR9)?VXFcPF=1 zKwGhF`OXzqt7ZB17U~sVcmS}0M2Wc|e-T?apsbK8QTlO9y90gap_Yef{%v!H65;}9 z&#>LrDe~jA?T0oEl9Won3I`#JTzP->C>UU*1BQr4t~ghPcWdA9V5(*20fSgR^F@(D zBu!>)xx#FUVoV|>h!~mDRyE^ms;d0T1WRm9uTX~dUYRUOz~?Lw=Bb5|!@eR)i^$Wh zmA~RF_ojMrMmAilCS?%x@xXqL2QC_KVSty$d_q!?={Iy2{G5hrI%XMWm9h3$A4}VU zLe=+8;4qi!q?{T{pt{^<<+U8wrw8?Cb>62Ypf4Tu=KgY~yG@q8+XUvD_O+o}jQF z3bangOYedol7P0H&Rv;*w&KHT~X_YxR<6@+4pwNrvJfuKUNFj-hG=_^`PMI_rt%Q zZJV5L;<02Jg3~YH6Z&Brl*FBqv{$5!A#s$qN-d6gDVgMs&Dw_$22|D%?yXYsi%ZR6 zEBVl`W`mngPM+R5m#g=NiGM@qV>ym>J9~d!^$r)MNhN*20C*Ls8hY=Z{?7oWhi~Gb z26U;TM#iLkjm2V-K;43H(3VVAos)#xw(XHzW$A|61?%~0ANOtI_mVdM4>oehml|Bp8B}}PXkm- zLIPOW_*4c-LwDiNWk;#M3G`B|q~Cp`!&fUuilU%=kanZN!QNUxzD&zCfkAofQ%Pm> zW3TI>ty!EqwC1YpDS`;qP=L=9S3=dtCf^nucXZLz$ZJ)n+gda)MBObk(|l7RCoM_` zvq@2-L;O)Xz|4~dcj&9M8^LqEZ|*>)bS{b2xHmk?AAGZrdC|?2e`Zmx$;ryI58;=X zcHcxNRh++A2N3S8vJ2>B$Go5n8sq06DTR9qAwESBZuj)^-RDfl}gJl?L?S^3>AzK(TmG>5Hkp;j&J4E6GA2g z0j>L*53+Suw|MgyV7uMoAyWOO7P_D0;x#o2Glj-Y+D~-&(t)8H?sh-wy0fR-or3kU za-&wHO+CWWD~cYyJJ5^)=68riSRB@&GwWtYRk!%}*tHlRxne+s48D)TAGyREV1{Qi zWpt^NSMlJsS#N$JQI7ZMX{zD=(X18~tc@!9$L<{y5tZ9WZ#QzwDf>B~$Q^IiQ(JQb z-E-5U>K^};aP}k%nU#%d=y=`K5ozBNbRC!3xb6OML+$nD`KGS}#eO<&!`p)X=Hmkd z#`vugfqKJexgm}K$A;-Q$x^&#*=ARfK|0HH%>Fy|96yXtO5@aBdL;_EsVh4X>*bvS z7Hjrr9!WOg9l4^vXno=`rFD2pkoA3{HeV?T^N;@sdQ8jlW~hipW@4f$B2-mivcVN# zbTc5yLa)?qPU?PGF4a?{LxzO7wd@xFeW<`ohnxN(&x-yys@gFrNORh>zB=3)u7Aa0 zS2qHuuCEqCiW82%x~SISMxAQ=ZW*GdAzQn(;LGQ+{YFo>_hlo8Z)i|os?&q> zCjHMhF=DG`cvzJhC8bLyq`t?*@8xr(8ICH=`5LnTf$TNd=Kt&+$ojR zYUhR>=he2=A3Os7NQ6#kL4^7AQvjHyxl+z$87wvZMFvtvK*p%DvuEZaw~nai&? zwM)6|_!YF9wsKdZ!eDO$q#l;f2GaT#E%R5-EqGRlAEcildB0^(+VDZyIpl_P&DiE% zG*-kaUVUw|`ubg4R-lVm!k1f>Z(TQR0@gPE)2#QqAU4wRh0htbTdbXpXLX=_LL3Ll zZClqy!?D99&{{dM;2U0)smfmKUWl`Q&uRJUdHvGmOa zgaECMI%V_3o;Qk>$_H+0%9qK^-Zlb-6PMoM1DOp5R%QWf)>NAF$}blKkManw@0Q8< zO`}=rffa(okZ~HzRm{a0$PI?aIZ{S_4-fL7L1y2d|0?+)uou$ipV+2G@;!XRmO$Na zAZMf?h|R64+yrf_-}f*tynM?0Zq-eE^=#tl!cb``Mz{J88TxG-I4s7CO8iS2jkUMr z>AGQ(vhKI;a=B?9aer!ghPN5#cZ1F$`_;ljYp;y&uv7Ha1^Ynk2(+~}7K0V{;GZHDqu+yEeXm*IC4shDEhhxp)CK^1lQ;hKya@JHn+5OCu zRE$rjc<$^*sJK}vO^2LfqC`V(KVa~-X8>ddb5cl0aZU0@;kZx>*ZH@=0yyS^DQ<~Q z06;!(`{9$M0 zk3GRJE8H&UTQTfzJQaEIqJM&(969^Xsj#_Su5^6jjn2Sw=@dR?iK>v4x_^)L4l9)n z$fe>J>|%$UbM`$e(a3i}sT3{D-}e6my;yGwRmX}f&pI+BbjoIM&;nJd!cQtUts$Ak ztLWv6&f&$*#l{sQar4GOXrM-I$GETUbNuiNPX4b zvjAVU%7c6@bfw@oe2q@0HC`A??y4D+GuRFyVt37P#lR3fGNpz9Z?a*nYBhWW#Hjl4 zrf-6i;Q??Ju5}`k9ukny*JoO3YXcA6i`l0a=f% z%z#=*0M9*TXFaThfEJ)@FROhdiyNb|&!_=)lFXORy5cVTWdu71lqWewbP;5G20i9y zGK&ea7i%JBp=xxh!evABWk6d@$8GD_FT zus%R>Q66x3Gh)n2e8nhb5$HIrop$Q_WmcQbAC2D*Fj{mbZ;@wO4{#934zb|B-VCN! z%g_L5%MK}gA?Ldpm_O2KZ|@%awA#uWp+mPQ3)(H%Qq{>HR7-Kt531L?kA&e#QRWpU zvLHblBbD&;S#?~j>Kc=!B_-=KNS>^TSBIU%0N5~<f}Y9B6=_*26pNe+!^Uz2-ZD8v zV}2mQDMva~&NePnyD~MTMRDApq0bcg+93@^0lK3mEDX^2IIO^RSsPcW3pB-exbUIk zL?buKctLhQvr|J8kdOWHZmT;2X`oe%&V|Dkqye>d=%i{m@+&bJ7AG|ItWXin{(KR1 zRIdepEFr|Ds;E&b9L1V{fpu%FlEIQh_@bhB41y1Y{G5eXT1I9x)QqADa58I6k8JcC zWaO~Jv+aaHur3KiDak`sZP&dDm9r7A1r38QU=?N%_jFoe_&5TOkcj-jz0EDzqczvr z={n@90CR`jEA9G7fa!Mky(tgJtl8psQ>?~A&0iGrFwr0!wG@Ld*0%1pP5r&Mlqif$KP z=~)I3)h+TH+)AUQm&m)=lOI+^6ZvTDX>TdKOnEI~?25WO@iTKcF^%%$lV6i~RB z#mF_f6iLHrQpe~p(`XNmJY?y(KGCcKlenJbzc$-q_ttc&{_t~uT@WMFEn@KJz8H!U z;eaqHp2Z^iX3n2%(*l>sD5%w&?j0-}CtiKTG~?Cb|Du)*tZt$exNY>xfrgp35!B#W zVf+EyJNA&zizM#+)0hA7+9T_&C|q59AdAio{QA4lBgT-KXfpm2fNlIz0KGSeDVt5% z6d=eD$8|M|P5Eds#Ex{ZdFUqlJ1qRv8t1~bI`BB%6sWj1{w0AZV&f(}QdfOx(qB8Sgw<7Y==G2=&(icO zTVA6<(gyvsIrJO$zztBvjLYq<0q!4kabW#oauJ^F`QyG$d5I&u%j#;jhJuvVsJUUn zvFFm4C}`AK`2!S8#x^eLr1Z0)UKml9`s!PW(E^CLO8EuVMRjKHFAK-F^k^S5#3-<6 zc_tou+8)LwjO17Cz&+Q}2BnGI7HJG_+Pw>#H7ngDP@h=CtfdvVt$|^CpO|NHt91J_ zk4v^T338V=gu8jmDh{SJ@3vt?Tl3Ggel-G!Uq2fep%~D)ZoZ{oEA-E1YM=A8jLH^T z=~5NC=_@kCBOl+lbJ49JeC(zw2S<;}?dF46h;fQ(n40~VpuzK^o5dtHg8NWY^$x^U z;-FQXmY9p?y><$zyX6qgQmKm3e5izxb!FR=+B$WGM0^j!;;$55j$6rFc}ku_h9VF- z)%4df>y!CA2@MT9#fZE?;8ph9VcnDNeA?<*KOnXwq2hI=)XUD9lUqhfiC*fVwqlQSUvUw zvsJzPt(E|RUSKs>wOX-O1!KZerJjcaRX$gcZ-!YjhIv@$ZLZT)wV27}KiCypH%FyX|OpVq5!3oA_GKhKy>Ve{)Ceem%T6fL^YT z#g=6dMfouayGU@riSr5aH>dGUwJ=CJ<&kxd*~$(o4xgEDKW<+$ZQjggOGn1h#x}(} zYCWQrJ-Iy_zU(q9vGzef=sXPrHaFp57|&tSOh=b^pE{4X}j2$^OdR*p} z!}LlN_^!l{;p4TN9}78I-wzLZPJ!j0c~oMd@mT7iw#Wic;r@N5<1a3PMsL&`CmbJs z(0=})|Cp%!73}-2%U&qvnpfozGAaBA+I`>hodvpcJ}IB|ql2ec99?nAEJyc$Ho^OA z_9JwOW&gh>9>=?~6ZXNDV`cv`@tA6>uU6t0MJ(f=hV7P_dMGrE&n7};4Zw~~YxQN} z5D!#&&(!aUM}GM?ZR0&N^Y0b&eK%!3^J;qQzTjSG5!k$cWmc6v>tP71Z>@9zt+C~h z=i^#!A+)8=3*LbT^K(l%N>^mZ!C3GJoVa(Q+7bH)Dba`b7h*1&_P-_`v&#b=(fajj zYnEq<>D}Bfm7nr+^e?Hi#{AIeb{=G2a>I^;=Y9SdhGw6o;>fiBO7O;(Fot90xLD|) zRHyggtn$rlx!6Cb?#&E010cn@z{05U#bIB4p^0|ka(dC_F%WjO9+%oIUjIjo!ugsz zZ&ZBbN(C%bf?sj)&PB26w~arGRY`8I0syMaq0jrF!GDH$B-GH0ZO2antVI&y>v?>1 zd@+W565l%`nKk`?4?Dti9}Nh8@s%aw{3TlhK`neX7{RgC!1zB~RevXV19#{J;|!nO zW^{|v*b?4sfx1#%3_CJZyG9uu{T_BaYL1;4khmsDPtS7aOK0TsN^uNE`!BF7pJ$hJ z)3ICzjLt&md7>}CPWT|$f-zA~J^p*J=(YY3hs_)GS#jnJL8rSB7rTxehk{?uSGe6y zSk#OojZeHSSrWnnBqYe$MWqvkTazR@8LgR9s-!{w=Kn6$4Y(oSQu6sZCdmnC&inf} z!DY;+y+@P4QZTj8`;y?Sn<~}j4Xak$8_LNLq*V)Mwhq3|<6PpX>IoO}ig$jh&UU9w zH)-1CF(a}&R)i!@ce0D|#`1L#AIGO8N!&Bn`Wef6bufTMer0AGLExKY4djU z7zH#4X}LHPaF!)WLW9Flf!39|sk_tpBJCK;{BVhK#tLU zpjf+G_IZ|z8Crps#KtN&^*S5{iWad#s?jd8cJ9l75$dPXNPR%OrGUtt8NjO{>F?&q zRudqg1+2D$fW$H^B#0Q);>f1Np7Pms4`E!;S%s@AE5=%q)u`94cs+FXJd=u|gKMD7 z?U#sbb%r}nfLT=p1^rzai6MF$Bgrm=w}lgbL#rmZ#d!qoOvq(=t}cH?*+-s?BRZGh z#Q-V<<(o6)+s5O}X4#9;l6EuM`7>5Qj0(UkZAC^RkcbFdOzk{%BS7ix7g0!37TS2o z2*}QTU1riL)uB?OfN0X2qYNbR{?ZO@ley`AsFT8DjTs~ktP}fl@=9AnUxlJ`&zS`I z;tFuUsMPMzUJ6z+HH$s0x0#H^P=Mz|NAbteyskkesX4V>hln~D0HFqgCF5v-us^zQ z+8t;|yKzQTxj4<;uAPQSFIXk0T6v0xcZOQRem{GC z$TeC}{eta8v;o0Rn7c6b%aXvB!2-!aA|#f0&sXtE zfr+ba04`KjIz`#T8dcmNJ>_YZcL5%3B%}#c!L*{QECECm5_1OHAx7n|**j-zkTz6W zO4+$mDmDOh>6w&p1tu{uF54FH3q@2Mn$=>8qJhdarpQf@c?%`WZ5XS|m{zNG8hy_p z+M%<_0t)2GTu5r}Tpw4V4YbH7Rg+$}f8UnHM2R;@yvL1j^Wc9_-`vm?)^s**ST}@J z(2_(lNyfN5_*cUF+Zg=Y82sB9{9iT(Wi?1TXl-q?eGts-&ee-R6Tf1c9(hgp2e{9SD9Zof8~C&@KHFHq$&FuIO*NqJFFgk z?W2wS<3ya(7dCFQBhyCc)AOZ5uDqALk2f0m!?d)`e;jmHQ$P)+epJ$Ayx7ZG7xi%+ zi!C*Xd{$jrMy+=(K;MGkqO>qkZEWY8-l{L%7k4!?3S4Amy|&l48F3?&x~KF&3_Fm8 z(3Aq5rQAO!-Dhudhuly(eQy^M!&?XO5p@GP5I*KS28MZgyb67p&s(WT8H7ocsJD6S zMvdk?6qIl?TDBlmH4)h_#mq%7l-#f6by!aeS%GU_v#ZJxgBnCzAav#pomB$mZ>1rf z=&crl75Dn9f<&@Qg8PiFKPwte^^xm4I?^PxliPdv=`dVYq$zK+HXz(M00>|iSR4B` zlX+Js%@`=F-rK}Skt<^^*XAp3A|w)621};I@*g%D-+;M}t(=>(GK`c>y3ZHB76{z$ zKNHPDqMWY6VWtgKk>d)jMUeShtg<4!Mj4E{A1$+M`$9?l`7^C2Yel*?Dtf%)eKE6_!;m1I4Rx;YQF;I1S-a8W=>XS#x}A4C{s=Bo8)O`xT0(1C?V=(sgTmAXT6_+qL*TqVmg zxN=@VL9nSF>-9(+tdLCT7=NBgx!KLJ5#?{>~@!xmz!W-kXN^M1J00fU;xz8PqfBy;eC`9V>`68iWO|(${(L7tEyEw zIv{>3zu_z>+S2@{Sn;NWo9wi=^`3Jdfh|gTaJb#ZEdk=sOrd33cF6_`DdEvcjH!`e zZESO%B&I5Cc8EI2xGNeN>9x6R*N?oYR$48{{H7;da!aKS?S_^`%dN6EnY!m{`oEn1 z>G)cA_nES)?j+ox3szImh)$pUdA?e(fl!&CIoS6AZhc*6e(aFifoaG!Yua-edzWe< zX+-yPm7M?l`j;8#tdOD_qQ4g0#Q^o64E7d?yl@5M{&WS;oc`>yX;xgp{dNU!kcy56 zOFRC<6)f0gxxK~+92ReL<@UW01@V@ye7{9Oz7VCKyX?}Wu%NZ5i#}CZX$*xMl!^g5 zqY?q?vc4E_6n2Z=HxrW@5J;Ltrd9ko;79^~*b+)sdE>$oJd2IACS|u$QR7JZXPK(W zUuCLf|147_af9uKWVwoIgosrcg@TmrA&${xbq3wM5U(vkR-~ZPMWyPU(Rj)!WJaCB zKNZ0gshefX<`;^fO2BVL@bbK+p*51#yFpBzd#3c6kZE_3OdD0WlBPhNb%fK30&u$5puj~8l>*y z>S_#ueu~u?-C@3UK1LX;!VgszM;Cg6vHTrhRaA(?m06~J1ij^uv4NA{>q&083I)da z?AB+h*a4NeAg8`urcAsfnH2C!yTQn+!1owAxl>dRz~UTaVu;suCsC*c#m2U0@OJ}w z8IxXCK-v~`4}e<1Y6eSqYgUBcX^z3Ab_sph#R&b7TFz&Vk-LNN6`D2sqN)VUzN6D@66%PZCo?i#%-!=>ye1>ZWkJti2DC!lAQQ+V z0kX zSw0lv{S&;u#jMF`gjzb$(@%&AV<(j5av)UX^F&9$4z={Hqs)#u$ zujLqN_cPJSc$<HSdg-%V_p5(^YV(!p;z$L% zzuc-ez9(-T=f_XswsgSRk`3w^s$o6T96aTbtZ|H?20p527%jMeD3N%Hw?>%C&2iL8 zC>aztUaHZJUs`oO0w%~UyY2-vj)sE1$z(fsJ;*`32qc8i*6P>?nlv8y`lAY(EEQ{9 zWY;0hG9EdExMt#NjSmVdA=~ON1=6e?&zzAO^shN%?Z2Bd zg8#}HDgU22BPr$ocFq_?@}%%VqJpO7CC_7q$>-2*_EX2L8)SWQAH)2kzBT~<&Kb)s zDb$y(=)60tiY(H?@-y=ko@3Efx1D%YKfa_^%A*-M&Ub8xan4G4To8Bv&ey$BK<{;8 zu8-=yMyLA;Pz%b%Og0+zEIl#`4c7;vL}SY^I(#6b0R!?ftL{|_`hqT2INNMVBqR{* z#l>pY=oS}LRI4Mb#-827F(g&O@p@!(;jIo*b;jFo9ilx_X~&OKhih zD?NCw&G4yEK)!pM_mA2iUk&%yE^) z+r9h8_e-0-#89H`5H*pP6Q7koUHJ!!g;*UY5lKc;p=(?*USb0XdftKumez1> zIKTGa8z|Ev;2x7s45jiXQ~!!w9A<|a-2ulIlPLmuD4}X0Wm!&RgnY!dwbyNzy&~O_ zV=l@xedt|T{-&U@wsYyv5&N-T4U4Bm%pDVrDPA9of zTa4T%Z_0WYM<@!%pDDOb&@qh_nfO;w!v$n*!^q(WpDWyqG^b8NDg8P7K{^Bm)Z`_~ zSTA-Gra)m2$It%p6pTbmUUe@ zn{XUT_ zlI9k_d{EWWQ;s7~?l*1tp2YuiQCB8Mp(sKB_AE+7DyK&0L$t31<1hBz5MpKpgSXz- z1Bg#iyD|IR1IsA+j|%s+jdrhoNwE2~X7&`Nk2z1dUalkKbjTp`Ha6^g!3#2v@Rp=u ztBX&D!!Uaccw1)Lwl(3~SgD2Ws2n^+P=X9#A2^ZpYIB>uxV6X`6V*Me#2eJ2^@#K9 zAC*sT6c{Ez*q1jldl12No>}f*HE7Md*4O=B^+eNFrrj4=djEblrN`4_WF;THS|b%X z|EOpehm+SrrTIN?8I6-M)0-kU7TQlO2mE-HuXFhzlcF7S7_f+_1%Y}$UR_c$P8~d# z_r?J@9q?aNaYgRtXmEn%k%lS9ps&_J+>Z4*}nCh>?k;LW9|;RD6jfY zn}VSqe}{{sJvvLpXw%+ubUSZkOly!KW&3K*X9(n{yG_TZ0pH(WN+vaGY0zV4y+(&ek{95 z7`o#{mrI1{H%IlZSuD?TP`>_5{`Hffr>?sx3t&sS#u=74=NQq&Iemj7WVAljhgn7Av8KOHMi&-BPk0wT$mc2_8{9l1L!?|4#8BZHJfZ5D zUq4bLffRZhEh(<&(f``ON$Dh7zu-C0Og#>_WC$+GYrxD4ixpgcb-qy9N)Xpdz`D)Q zJAF5Xji`QT8s3}_VVBVtyvmqKYjgHi5qn)N^pnVRB18HL7i$1m$^XCAK!-q2x_Axr z#a81$gq=i){S5a-s%S(IDr}Cr{^wTX8xZfsxhR>5$eG5)X(!)N^Y38MB-eit%^DFM zVYvHS4IIgf?UF!HcZFTKPy_q9ye0!3qBTBO+>Sc<9W07VvrSYOG{It+r?|+ZBO8Y< zg2n$@Y@A!B7wrmO!fSc^aj^3Lx!7nFcs(RYbdWppVzH4gByAGx$P!A&5GS|A!b;#h zlVFUfV^XJP)in?KOcif&aWHxwW0pvwJ{+AOynjQOis@EJa)CL3zcsn!B)Nj!|K)mA8dX8U=Lh%4k0eLcpt99bqh$6b*V%(KT2m-VS~*D0XdgY2 z%UZg6mnvE*DnMgXQu0OJO)#&Gu%v6T1j;2>&UHgcQBVWq4A}l>KR0$zC;`JsK48Bktzr#gWv-DHgy}_1 z0(PC^4r5ZyO_Z6cB!%MTC?`?DYR+IlnlV1xzlEUKbv~8e7w5StVcH;> zRg|E5O$L~tnjkF0vZ;x*>3~Ckyl=MH1R)|Scv(=t*5ZN~=^p+$!qSCLN!%i<4G1>o z)e8v9AQe)k?vR&WmNS^nu5Jah3$YHOh397E7L6UQn@Fx5WU3FKm|OA7CnzzYO!wxS zMm1hKa42|>>(&^l|-d@mDY|)x-$c zWP!*)E@h|!-GHib2eS-?F|eGAkbE=gBzs3fDXqqY{v4_dQ7_O#%axmY=FJoY*5IcC zbRBW>jQf#%yM?X8YBvUySR9q*mWvTG3U)MrR8ST?M5j{5#2sl4Sj)UilTFPEq*qVV zoe}44DK3EliV->%LL8hJjNEdDi9cH0SS5O1eh`P!RW2D9%HE{$j>wjKoh54uhZd=% z#mq3cQ$htC&?b~bqB9#AgQNfnzQ{t0R~QTJ;8nC*9+SSPiDXfy9x(SCIGwS+y?})!nX=Fsj?9?ts}T&CL!=#1I%2V? z8O#%+)Hp`4&^91c`MEzN<&VbdpU3K(*79?Fl%)R}m|g>{vL94ki>-?rDsisiy13BA z@X5Wl0O(q#nOJ%{fwPeQ_1)8QmTT2E{;D@~Z+=C%MpKxUOCqgiFtN*}bSnbV=0ah4 z4Z?F;>KBv66rpnJiAdw z1(=5ocuK~mr8fL5A2$CC@i4S@uSeOo(#mNc?NsUfKQIFSX1c$bF6kDlYHr$%+0csH zLbzE>o#kXMx2~N^+;rJh^^N8KA2QwDgOC**`X$pksi@e!8QR}Qpq4ya`w9|r!F0K< zzdrnCy3h?zx&+j!PT?OH?Jw&JGTZt-Yu#F8u9T=(_Kr__E|`vGxi307egE@ApO-xv zwbPt!+W_#x2$vZHN{gfL(7d)w^6ugnGT^n(-Q{NA(ye{~IOxsoi6q}L4~x4I(?@SU zi)Ze=(J4tTnuqJ#P(SvL1nW!)dSk+}@j6yrLwl;7D&iW7S7DqZsclg*zc z%w{IN@QIDY&yI*m-q?~>3+GHO-}|GoZKz$<5nO4z30=vih!jrUhf#rq^qGWbW86r&fbw2HIKttd;*Ns-CR2P5pf< zxKHA;cVJPB!P%BTLDePLjqEFH6DrKCr_Ot~$sA_T@4Ga%STh1EdY$ZBI{Q8-kMN7` zuQ4q_GPja^V$6!hzcJLwfyPr4I>I#rR`NjAWv}oM$GcOb!LZjf)Bd6)knU8ALBR@G z0w&vX1*}p;i`$P#$WBKGg=YU6&J<~X;T-0Y{HQ#zAyCrSQIv!7yeaGBjWCx8z!@dD zC!f9X_TBBWgr5Qv)Zk|SXbU?hUS2J&J$hvJekJckvaoKRSklE%5bm|f5FpW-JJGwq zYDH>TU3@LT<;-T-woa2Cyms4@a77@OtZ?9P5C7Y&c6tQoN4G7#@(`K9H1?_y*eO;6KwPT!2j({eLAQ=pYv zHc}Fc_@$pU2(y>?2L52@JZs27Cx|u5C0l(kg2qn0nr(B}9IRIh0{4G&rmvIO9aY_M zed6ITmS>LfeBSa*?v`JxZGLKnF5MP7%NQ9ky}E>u-Qx5=&o#7s;GC!D>DN8B*X}aO zYF=VLGn#(%P?BeY%f>+v-A>0JwV&nSSE)Vq!lgs7}1Kkh*oP?jh@fSOj`4N;qE1Aqk_C=gv(jKetG)mPT49DnyXg_XEone z$S?+dYj%Q+=?SnsI-C+mWEqd2wy-o$@2D0a7|X7D2cS64%uKG(eg87r$^4f8T0%l& zag0xrVs7!vIskt`g5W#DE9cpLO6wCQ5+hTj{TOuYOljaJ3wV6kIbTHQPKo3k{ise)jy6Q+pfILq3ty}3a z)Ek1)+%?n4^ylEVaox1=nYYtc5pVtMBnpEsf8fYHdNBRv+i#|8Gw0ZCOI=sJ^TJmD z@&2?ql|(>k(go9T>^bDctns)0!Ou|syYhv+W?`cLk6>TCY=1%0F^Sjm;Kw-m&!D7KYRh7rTF}tT6N(%4LRrC zb$)(d8`pFQurd!8QlNxmyEz5o38xRCHhGIm+yAL!Ny3oHDYFiyWRHOfmB;jj#k| zc$`8~*f0EVrpufMJ)vSf^E15=FqUhgb zy8OH5(^}76B^g5CzHwSjM{f04q_L^9!gQoyb+Y5MlgU2n!M;Xh6>_f9=_xgo56SC5 z!H1fTTwYawOf5Mbh$O6=y3S}U=R4Y&#>Um?CgSB@uE|Ia3Z@USZQ|o>{kccUG_LZS zxH+X$GrCBUAjO(~Dl-7wKI@Gl$Wx*zFo68R0#>% zLQ8NbB%uTnB*B8a6(>lr7S|Ri8a#r#OO+x8YIxDMIMi`y3oQ<{OuE+l?0IL7nLY39 z{p`Q?`V9Ax`^b4;zw0{Dovy+l4ONsNl#$LHOH@x(f(OFk&NDi}R=9Wou_|6gc|}*L zk22XuQaT3aC>oaqWn7X_TPLH?9*VCMD8n$73JsA5W+*#rxMZ$fcng^kk5Ojh@wAZ0 zqEptw0}_|XrM>nz=3qAdB3T$qBvsICY@KkM~aTVm=P-ZNQXe3ksq4RhYC^)wqRX<)J9m0v>&647FblpYA zv%zjrF?Q9SLd@>&1ucb_g;eQ5KK{%F20}&WTvTFRgcX+UIM%f;Psz`I~)LEj`#p8#cO91DQv2iK%!&>|SoEixpg)2pTFp?8gA2OqI zs}I|ktD}-+aVswC-JtVFGm;ip!b_zxaiZ;s@v@)g1!? zJFrgk^Sb2dD;PI@Z~tn1gi??O!#?C&d(9P$uatJK5SQWi1;MlpH+oV?JpmqE`>CUS@xU4C<nLiEb9&y_`#}T$Z8a#GW1%4J?)K+=Pow9GE#>~+=vqdWt25&Jlq}zPvr5Q+9p%=gEko&!5 z-_VB_{~(>A{xHMCygDYdHdp{qx?Ae;ByIUB{x;FbjCtlsn#(Zs2k^xXy7_Uwl6w?m zx{JPIICK(k;3mLJ3@rvDseo&8kAZxq)B}1<<87=6ukd1QeJ$cVGf~ET$#Lz4^)t@W zmx7yox(Tj>k28H=rWFX5N2%IC#fJNY%r(lX;K`>m_Y>1$Qu$HnrHVLtJyGV5=YY0h z%8-Gpkg7K}xKWF4jl!hNmt@PMiOQywu6iNSjyY@~>+?vFt(Y_R&c^iQ0)gMxq9{?| zSLo;3h^D({;n6A0`8=rgrn6!>Q}d^6>#-39!g^YWibo1!s!#S_Wp4&qoy99bKhJLo zekaa+rBte#D45|v=Br;vmph(l>gIGNypHh~8))l$kS-@|B!J>BJn&Nh1G}v}54ibv z7O>$mlU0ucQ=|lQPlqTT7YjuIsY4kn{xKg~gyGXVCdv6PQY?2pSm4#|aJWotKBA13 z*2U4aYbpIa#eSL-%ujdbfsHEi-K&9i!@Q#xu+`fhhX;Y$u?Lyua^LOy9S57od6%=U z28&B0#K6g{_r$e$okntdhIZ?lrB9&Pbatn(b@mYD%3yx>ZQeq=vsu~Fe$FQ&_-X=& zVNgF|k7F(dlL0MDFP8LmrV?IW4Wqso*LMW)JzL<6u)6|hyp(o)XfNrLd~Fe93APOn zwuQ*tTD`^N$o9#oPVh_}-~7e|&rUy}tu?MU)kN7Zz9!VQUt*r^!%nnKR|WrMsI@6! zaKf5$;s6jz-YnnA9YPvX9of@TMkL0|pSP@^{!+)Vv&e~3C~q6Eyeoa`!v!r+L0ngM zgaY#JsBUT}w6saw4@4xeu20OV_T}^WtoHTIS{0Er9}2U1jkVXk9!hB|EXLgnMv32& z8J0&683>@XsvRxy)A`eebC+yW&;RJ*O4$A^C4F8Gv8jN2>OM7SCb zzJokKJZ+M}?9xn#JT7X)>8-?z!I!rFC`0LH0^<1gt!78XEmkV(pRrZAMw$M-p0tWVbp5v z0w-=EN^eLf=gaq3nk%*NPPBb#cK$g-F^qNL&6H_M@rM?zGic>R zKZ8I#WZje!s2BOzILbd$`jT~4}x=l~7O%{}X- z#dMM>I^s{>9U6#qeqMBvhGABuCjN@))-{9F82-tg~exSOAIHWNkh3&9j^-e{Nqi0S(B;-lc$a`G=Y#~kwHe52@+MBzIk3`i< zXZWY$qgO>--Z1(@EzUm*S5;;JjtQYT`W4m0;Uhc1ycR>@)ifwZxia2-G=(Us<(zlz>#$iB!BMUFCMZ3CMs-a-B36Kt4MZ*t9WFv< z36+jt7B9?fDm2-fz5jrl$=zP505;aFbBlmNgd?0%y;!|!!I4drfn3Y0rBD$LgnU^J?N!!bHDZF zXt$u0sAW5$3H|wA0v|`Fc>~WX}6~0;FQgFl}U#(Xd2Du3bP@6QJt5DB|teL1*7V>85 zY|Ogc^RQ*0t6&GuZA1<&d9$(=QcG~KG4l(@smjwE4>q};uZVKQ=#+1`gu^UefX%L~ zki7BgKA{4J5z!2(d~Q7^=m1=nSaHdUR;nv;MZ&(Um;J3;mRLmZX2hLYRIrvvkh9{I!tq*VG`Dk6?hC1b1{t1U_J7#`_UlpNdNialQk4P6)>ltR zk?9>Bxso;&NTrkNHRjd!Ri0bo4Z7|*o&<@nHl7iEHJo%cW|)RK1(g{W=nNTIUVX7t z(*JCdRA0SeXOh7%z3&Jdo*k!bDA?#ssx>?21s)^)3hl1rZ&z1d%uT}Trdp}wxYjn` z##G@ix8l4D;afbedpOt?kScS%@;0maSTpH$8=r1yqxGa=-k#dm2IYJl>fFhw{qL|A zHuK-gNJps7b!D?gJ70z6e>m^oJ^S(x=l$;&-TmJ=@B5$VZqofuxFKOFsc6M6&tG{J z-n`XmPc2am*~oe%Hu;I%{Jw>*%yU(Rwg#!x_PO2G?~x9fDe3blbVK#KL2c9&>5JhX zX9GYHWE(-&2)(ZVUWDdsm^;N9`E4TdX~%TONJ5AvmTBgfyG-kwTys69RgOBawwLk& z*skm)=sD^*1SeGb2>Zo|oA;fFjI+!s!#oZiVoiNQv~88Z`0W9{4PkfZ*KbNOxY~=y zi5^jqfRiU`Sk%v)-BkM+l%=Cx&3|ZO5(#+yVd7*hP1cZz;z}@BqxP)9#`^t(g$wKs z*mYHpMU0hS^zfEFO-ADVZVMR~yZq{_gS?KwNxqFg{TsP1tk1v9Z0L5Dm>av(LOH1|3VRutcl&-as@UuFjq}i<{>PpwDhkGKz5!XsksSG> zC%y`cy{%-3=ej>AoM>LlkZxeGr_(4%lo{(aJTZ3E@)^=c#wDa-$uP**;b%aJaeZ`13g!ti73%T2%GJW*)}L!E!@h z;e&{jt-j8Vc#zomNSbc%#bsDuXg~0E>iq@^_U5EZOiPAA;X`V#BWXMOi4U7Vye$gj zeXT6%_Iqw23h3O~w6F)kx)<3bNx$~9Q>Fx+`pb8Wl%JXyy-6s;|K8|W-gKvM`Mnm_ zU>TELfxuRyD>N1f!y_WW$&xrP(^UGWx%&`#788o6bR#lRbBJVwuiR^kc>bLY=0r|d zwWx&}9A49_&@@eDjIY!E*fc^(YZ9NZpB;-fBh^udJQGrT1}n}gpx<{_#j4vhk>`w} z={eV9`UtAI6WTd-7O$}m33s>XrV6L^Q%+%@k5xY*2`-O}?%f?U`6+Wxo!ju#Z$|Z} zpU?Ov!k)Ns8|PUarARkI_SQw?lT;4BZN=}9y)_3yT34xe&ILhgY}v#Z43p&dvL>3O zwVnw{wf_!GI@9uT-^#11#5hbj~(SzNx#h-%R-_!+!Uit>3Ey^doaV+UPgm!sPq) zJ8$2QKBzn{Ic8oZ(z%S>c`)1{x$9lE4(GnbH+k>IxXn96?r1mckrbZEM%j@N77uA+ zP4#P=xm~F37=vrsFl)A*0VMd5EUXCE6~`E0iv z_QdOK!suCr>Qxhok6_h~;A58{XKv|%i(xjIcS~+l++W*>ChrfM_I|KLZpbVA4jAC% zzdHLu+9`E;%Nu|Lv2x?9GA#XCEoUy(U(KDdy(=sFyJ)}rb*0bt9UiH)r+fjFTg$Jc zYi8|n(m%9^-qsyR&sAx+g*S6Aq@A%2PAo0?bimu;ANAwS$FmRHpBrxd+c@tpxJ&QU zpVc1Bb7I{|vmuE1Q9CAHjkcK94dGFP70pSwvw(QU5I7$nRvzImpEKL03gbPd#NEv% zi}kHZIT@8AW@>9+Mc2xBXTKtN)Z1OJy}3S~dJ|OZ7$WgpNv%4hUUV@(pW@ukPU6Lt+jbQ%9`)dhf42_K)!KX{t^ z$IEb8En-?_Qm}5F`Oj8oTH)`S?=>e^TT|0&dobVEZ__fmg{fLNBQMf29nxz(O?4_J ziL2h=*7JTmWU90O<&DmO8utOwXE>fir(4a~xU9e^FdkxEa7yuK#YJ;Zt_=`CzlZ-4 zT+S>{=tww3diSs6%Y_)E^@W2&p1Iu!*;=VE_YhsN8zCBhZFSOP61So0E*#MnQKdUl z{0cX?!vzlap+E92V(6uR1;lMmMcTN=eh!TNboke*i^k2do!Gkp;84i*i&dOQv{jdG z+rNW4+VQ2t+>LiG5wzn=&cCT{CvLxoM_@rdf;(>3EbP0h8#^Z4*(~00Eez2vm$hTb z1Wx2(O^B#N(XqdL-ATW#zGr+#m%$6S5;3jt-iwh$*$t@L+898_HQ86gtm`DF8aBb z8vlU`TQw~_a}b!a^$l`y=ESk>dj-PcLzvwNy&2aS`AaJG&TJzdvvL)M0=@8c`3htZr$wxl;@5U(-6c>)wN1&*tRXL7 zKbhBVY2e5a>^p;10}S{(D4Uji&DsE7kbDdo__vSP)wa3jXl~hh zNie+$i0VOd29laFfUH$li_lA`4!yqoxF%paYKbJzo7FzRQ3}>CHJ6*H0F^UXFX0r? zI6ZB!tCp!UuSXjHWxpRG%6D6(*TkXn80WJ2=jZKi)dQPHffH6bW_?nKvGP3O!Pt)fvWekbjyVl$BBMVMKRXnn!xzL`($)J zo5y>>%t|~@Q9&}LIiFd>84Y1Ci_e#9vS5ega1L0~=YU)otUHg^qbd@yrXX%E2QLk_wW;T0;&Uro3l!9o z6%D-f9a0QiBBdPzr)s5l2z;%5>>u1i*WAwEpN9wG@Uwdk2Z>&YudUKP*%(H_jfDpC#9Am zRNf4VoH?m=&(@46jFI1g*J#ba_v;gmXF5KrJW7fM-&CT+6el-KguJfeHp4~mv0$ic*u6bLj zlbdTT-#?m$e>4q{K94YZxc7%5pP7F&4gXb5!+#p|{G06D{yNIkco9B1@rUf>{m-_p z{GH$l`78V9ze$hy{6IFeb6rm?vvYB42=-(7K2)Y_t$@k+#QMv?cbywnKDPrB&MjTrAPj(&x*!PE_I$V z?0*a8rNZTvd|m9=_p7>6vyIg*5_EaVZJjJnO_F?43kO8$dC9>IuKQOO1VqGcZMWhK z0etTVzC2V1ph#IFKa9QRF3XQIZbxPpT->KbUr0 zXG(pGcPMAbjeqN|&WMlX7?BEOPp>6BeZ}LfKKCj897|xii>OFSL}X60K?_y4px{L) zLCOU-{ro)clX1Su?RnVzL)DM8`_+%>9}1B?zzsx(;1YBQmMp@L52?QX3u&=xRLTD7 zBROTF#RU;l`}h-`N4UO=IA_sA?k@qu_)qpuuq-?WGBeG4r01k`4g!-DJq{DyN$K4Z z9me;>aZSPriH>g#-*k2k7V@ozw&YQ^T6rus*L_~%P+ z``;5RzTA05ksK=VjNQ=ssvaDFcxw*3rwqHhXjI}cEDGnZM^-ZX$3+8vTK`B zX?z;TdbNPEiUK8VoPX7i?j(vH>Nz06g(I)EqYm~LoQqkT< zG@ee5V7FOdk2~&O=QoKiIJOUdZ#(3wozi0BC(P|9UYP6-{kS|Q*VEF2MD%jSzBHR|O@MWA zef%Y^ya&oW%=aJf7uvWv)gdgc*n3`?r$sNVtDwAL;S@u?AeNg8=WZlLGt^dO7=^v5 z#T$gN8GXCZum6rkWlS6R{zKY4t>J_B>UHNVB2^@<*I+b$;dnD z=kt}^B;Z4q>In?qQ{~YC&(jxEgVBBnVol_|=2yayli11%RrEuur{b5u(^%;)oNEVu z{Mb0cnOEO1@^~aoq9h;j1y*~Kk`}zVp{aM_-Gr%8Zf3}93U^*n#7R4EZFkCU;Gw!= zZq_sC>6R-#3afR;_d4a>Jq5|>A_EX*ui9pXy9$Txx30e=NsgX2zq2-C-N}~$x(?s_ zsnd1bM4YaEP(S+{uk!HZ8&7W};WldG@%??-36cjW*7Tu)ug~T@cZu&edWJ2L+&Afl z%c09N|K6j_zXb7d)IV;9NqDO1in!W}Ti!>{|LkVizm)9BY>Pnuwc?r3^3A-X``Qio zfc!5oM9%lRq}gr)(!om^@E!4o_fA|Fl<_v1QmfajnLUTHGtKVl3JLw3Fzj+QckN9- zZN<~wwCc}_XV2Z{XOsj-kx^oiz|ND~Dx-hg3^RY+4AFAnR{;hii)W|N8lk9Km(;sN zbKV;ERF!8^dWs(=4@mht$i?o;5#!1I+i9N>TAhGfd^7t`pXnY%Snme@Bp3ZU@i*_W zZWI#!@Sd%sfwWI^zg#lMF*%?gLZXZHz^Dgo% zN&XQuR9tkMV^1U9Rjj%jYc3#OL})(2$T4Skpr&S(wFDBOknjfjI&Ky`g58&c>sOPjJ(>MP!$iHz-Y_nBSk&ZjhkIBg&M5o z0+y;U7Q(4+3>l;Wu1Z{R^CZ4^E=)BS(Oipi3k==@xN6{_IEYZ+}fqxh1qo!f9oWds)U_t)?<;~z-tH|>p2RAbrJYJ&@0OKiStc!MB z(H;U8uX$!q1vQ>wz`!d#?|n~5?`2Jv)|3Q?7VHOgFH_LMbZjac*UuqJK)Wz0Ur6+I zS|X`)s+Y{5HEN@`h1{JFo%e%{rYFfX=YnsX)+YfEv;|V}1=Y{-w81u!&%IYlHVT~LP2bPtDh6{tlQ{1%o$p=Xr*4V@ zXh6WS#gxGA=Anbh`ye^soE{W%-sKL3&rW7Y2-zQPs8K8}Pr9&sD7vqo)BfUnm zD7VWH;-RhSWQ5}~=;A7Y?`(ihILzcLPE4akk2(*R2jR5fPj$OXlqk>y%La>h7t?(6O0v9>jQYLF7;4%ix#d{zr;vFhfY zdCqriiKb}@tO>ojaiwg@;S`hNGNZ}UB%Mc4iHRYuiwzZRK^OepiDp%hkwYt~S~E$z zOQShfW$_$MGl>2nJljF-$fNj@P8QH%0c^KjqjIu}r8;{uLZuFRNxa463}aNyu95Gs zLpz5@ly@WYSTutV9tY8>jBm6dqsSe~k=nH--O9zHB9y$nVk0W9dPGK3!7b;&%n5J62hT4tPH0(zTt|jO?`4sNt!{!jGHumNm)nB|I{i ze*k0Y5NL1$glVjj^0FYZ^#SQ-? zc>g;kct;CNl3U@6=~;V9%dRRuhT%;+^AzU ztspaalAI^I7}K8PfBXfzJN0K!Wv?U5=~?EZb(sj5El%_Wa&n#CzLZw5-r;LgnpxI_rdufrn169T*0 zyDD#o&MG``Eet-W1mRa2#E95b^GH(bTZe=&Be#rTQlMJInJ=~_0c;V>Tzq@KJY$$m z921bPPijQ`<=Qtsq_ixReyF)0BNM>4KBxtXpI%L_u6Vsgy~gqc?k5XAzfpX^%*B&) znq429F!=j>-IL1dYlQ4>ms82P?WCbTlwP+}0^cHt{->S zRY3Pi9y9b=S&@itOj&U8;zY@)LZYrz*&+Rmx`RK&YYQoAnj4||G9)48_GkQ9=*E3k zu1T1K0)DDG8MXxXbIWdOAk5jIb98mo?0#k5EwmxOQV*0I1rou@tEHL0JqvbWSjb`E zBNBEx0vH6i+A=itqK4C(OZc^upJM+=v2eb-gLv&*_{eYm>hx1@FS4yjPL@r#RvFP% z4WjKpT21mXX?OCdM(uh;tMLXGkgMU`O^rCJLWZC4%t(xv%DYVss-p^#zCb)sR=w3$2g%j~k!k-kO+i$-_ zu)lpT`r=`lqQX0TS?GtKt6>@ABC_5kqR!e1N`fJbUSCscE11l!TX7b(lF!3>U7pO< zK?*8aiyn=f#%v~tA^ClPnr}5ibMIQXF2mz~o`2nRq$Yc#ka@RyECnVHBY~%Pb$3Rl z`4zpUCO>Rmm>5i_w;2{y_5)Ofp^N>esbHV8Uo$>i(;iYl4yW5--mk!pew5q`wf8Ga zfx8Zh#(r+;3XOSgtW&IGwjMLL3HJ74t*;rsRb9L@S`~nNb9c--twqaW8r<`2aCxf7 z`7PAU^Wjoo=}}Cpgz>4I=P$l%MP8px+#oir&X7N5r>@W!iHH4qMtyAEwfVN?)Ht&t zYnH{l0YmU~ZP@6b?T^=UFWTB3j&1(?5tJL0`=S^8`>KbvxY15^;l)AP zbV?Sln&A}TU(+czQ&$ebua;8cpvQmN_Cj-2O<4+4g8rIL(Q zof1Awn@;gnlYRZu1N}ZY7w>^>Rp7RiEbYmO#wr|`pYh+OEvGO#jkK=KQp0y(fM4o_ zFP8}u*{^wjyGjh3JMpUOU0Aso+*snF`SRR=y}Rt(x92}!DW2zmx}=MV-RTJro>d=P zi}=&9dl22laorsjVVH+5rIB2d{<-h~I63I=hMgE=uqru-MsiJmkz5-KC!bJwBPnK> zJ8t4o(kC#+IZpF4{q>E%vpc{|TFGu#CoZ%?;tcxw8O<2Tc;vU13xjdmG?M$Z5Muck z$$h1foB|pr7W^l>GYvByq}3Q{zZt%nZ4))2cfvjGZbvR)2pcf~At+wOXj$?#{i z#EYzFw67@HW=Su?UB`*JH>ZEC4NF%qS-0X_3Qb3}qdz4&`o_l_wPCd>ZXHYRPr^~s zT&SRZHMg4_kQPIb1ynvxv%FawK~e0=ah72;pmz}pwbW6vPM7W0puwD}NIJ8r?h-40 zSm;vEQs$?@bY;vX4G-5-;}ShdVyl+E(m<394sQ^WZchi$+e??vQ)C6{#S8=jdQ~8> zEMsn`lM;>tJU|mGiLDmCQYiHMo=S=~(VkHUO;K}9ii)CktCR{W%ZYPW)F^QsSt4fK zX)t#J%3ESC_j1reYRYiI0trLtXfL{~0-xPT0KwOBW@kg(mn-MuF{rU}INVbS9j0F28nGABVEM3agsW2*bRo$4> zEE6K5cFFhWm3Bio<>^F?K+XXy7D9q9sELGYtN2?;EZ)er)^amlYw`OV%%iGJOo zWB4^hQGJ|Bp}Y3^+`I!!$re~ohR$L^ORk4{oY|rUxYC36U{qkb$y+BRvu=4~ZBNT+ z4nAO|VAgO^Mo11~pspv|pK!x^?oSV1s7y&_el zV7%6eV1c4l?YfRB5iLrZL`*7Ki$U41Bbl^cBYx)7C0pT3!;^MQQ}){y$f@R>!v-&> zJQ~VW5Y4wnV?tpBSJ-@h}R?|mEZSLsFO*nw)DNhqm4zPIzT-?nuH6V*Bsl#~{VGKjqZfRh+e(%@4Ft@fc zx4Bw)w-k71LRr_X*VJv-hmPl;yzZa8?w`DFf7Ur!=3ow&=Xda5&FhY){}%8ix6%ZB z7f*N0rQIuNSI-$yhGS?P7h(1ieMbpPT{t*eu@lQI+EA`iRlaiS4lT`Vl-qj$sg@en zq2GM&iRqfCd+z)iGAg4}z1{Xs(*W)CvVZ`6xu?83k+)Tv(wX+#DIpH=3{=(4!Zr8F z*nAB@R~Dn{yVfuCTj{g4j>R_aWl(~|iyUpnc}!yzE;d7;i8yH^3f|UYwk@eTv&Bp* zt7W?+@!dA{=V%Lv4$*g_{)x4B*ujKdQZ1ekAl0&{9W-+&zF3{En?Reo*}gltnLP*- zM-K=)pg&w(*+*JJG_$@CSkr&o^rXBq!q+TWB*fC}0NdAMlos5^s)IO>HFQGD3fwmC zYCaO(@{gk00;h@tf#h|Qgn|NRo%+Q~J6$G{>r$x&9IU)2L}dcRiCCUn;^nf9fbd|X z$Ry(w>g5VH14wuw4rjxP9(;{)v8b8+NSoFSmW6e^b#Z2f$xh*#M3S(nAf}B<$xp<> zO?r>bnHtam=cJ3dFPrikaVktp8G5}deiYG^i#^-MSgLAHFc-yiXJ8?@Wa5J9;1YXv zLqZ-yq$TIO-j}5^FAKRtc)lSYqOaGQ1&u_HuVo%r7TG7}T9O5<9K(%_ajlh0z~YC@>grnFEKD}gSuO`qJQ1IWMn(F) z63kjl*<-<1Z6eb$@|fO6K4$bCAPTZ=FZ6W-K}dy! zJ_&M|bX2+@RS}fvRWkVNC-@fi*Hv4!dR%$uzC_uuT zwlazSBqTV!Y=%ms;z;;Ye%>e--26Ao?Yg8fl6yC6|JT-QX+yVau_4J%SU$1a&t7?_ zTBO*dJ8`Yr;R2C5dhmGCr!T68Id=GFryH@zN2BB5j zImyrbNMicf=R=|bpKHe(HvQZ~wQ+zUM)S%y*C<=a&dK%16)w8h&eb9gEr?+%Pf9XE zznGr8GKtETn20*gdmSk_p((mLWwyD#NWQ^YF8lytdx&pN82?Y*Cr zLy@3)LX_s&#+q*Jj|GKuqwkPIQNPxP?-%S$!Oh>EVz3dw{pg?1);uqjxQ6^{vNh{5 zAk-%G{NKoNVn*AkSAH(?JUj1pW3ue7>FHXbh>%yRvKXm5?ea#{s*iZSu?L-V#3j~< zVSqJ*+Xs8x60?xV;wKD{$dCb1zL@h0#R)Izvd5nUTbbA2uHb?XuI+VnSaF?%ZXuIP z=deQYvXE=x%xT-4p&yeSyIqwj-%vYC4rLBM%AV+~E=f6&GVl6Vopvaxdh7iz&A&y$ zJ>&Cbsw*(&hISL3$S3uskg-122mFua49%MU@GoonW?0;shIQD(3rwu>KOaWs(2JV1$TH>M_`6&uJSWY# z{2$76rH8THN9zA^gGrkiO!l@5P@N`vlNNxA0ii2@-C(X&h5Oe`AoYs0IIU1bfrzi92apGep&11&9aG=@i?| zpHv|JWq=8n1|Cuac|I3RAF7p>7{wQ8*1n@a9!Km~5{)cDAPMwk37D#4PMM{!J`6xM z%h+e~Fcnfc7BNsIAnuDp-2y2O2kbt~hI=!T(^{;aoR z1+r6GljeJfHor&q?L><9;>C$L9IvJRO(w(7)!yyhMlP7V=0u${=34pCeESYPRTz*? zn`4{@CITe>$VYu9sXBwT)~ks(`&Fl{ZE|cKT9WM3G%3gk_S+)y2O`{MngB+QXmn7n zWQ31kkHFIUB?hR0$0AtL5=7{wIPG4v#^tp3iGv8Le4&AGfL`co5j!z0kSbV=COg$4 zfV}Nm@FbCZ!Q9`=?Bjg~J$s}pz2YJmpY45Tcmh&9#D}W^`jY{)Htu>#qZG4?Ep~NZ zV&M6KDeI}bsFAC!2T9p=nU z-gEeJ7(}(C56Q5tCu6BjJChu*AstCLeXZtGqbp{NDA#KN)%UB*CBQp+K|R9Uhb!f! zbUE~ko_)Rc5JV8qNzdJ2ukRX8J$oScwwo=zxHF=jm`+4$Z}q$vSV~87=cZ*>JjV=> z&ty0iQ>%2N!Lutt%3#kss70@}f*&;mXMsyF);guxa24+&AXN%pf}-Arsi>$1lufth zRRx`h*Rq`TIc+%&Y&E_LImp$ASXX>mkA;ELq&+_m#WY^$-I40Ug!GjPE{EPa{v%$n zB-E%$+0(*Uo)7+N30;maQ3|?38b*4iUWo!U`gJ$zeJ>i^FSA*6d%G)OUj>OsG#J;q z-QOrR2vmO* z&>KaY&U^pp_WsfB{V&$-{m}kPw^#b%?vF3ApEFfVACm1wFXP)sn-G0LT>#N(7FqPEttG2(s1;w2MW(_&5sTOWRYf#%^`=D5R zqSoPC+p*o!-#`1VWb7Y37ugS4MPc>kte#HDGoxi(#vc(*kUUR(mA)F`p&>AvzNjM0 zt1@{f4SJ~b z@s-Ot_eGfuQt0rc%6qKaQl~A-)9*jz3o(?5S6MRa;Rww=>8*WPN0V@RL`Pi!ep|!- z*2moZwmu4yMa%KaocB|Xf}?Ns87!J*hrXWdNTXrjFK-qZm^Lm*T0!Exzkqj`BTD36 zkI+;@AC5of56GIWOL?IkubgOC<+L>MAJHRCFDr6=CK99Hy&1CB>+kAnpFqg{$fu?} z&mF7&cH$+$RW@g}JO2yO%S#hD6`Z5HR{j;&o<2J8W#^jc*hE{EDIx3#RYsA2Q12zsj=cbauBjrR=czZsP4Z*8WX8fv|;SP3#40vdHoaAHqtT&BPQvk`W8)cpk0THms0GVrT0Wscw zc1zZPqp&jRw|t_?Qe{l+j}Ei3Z;2tA=^h-cPCPp%q|xb5Q4>>7kGjGd+#nwWeCjlg zG}tRnj$XO=FqwU`>7mfLeSurMQeUgVod#as@MK56?VZ$cYM)qCbu3_g zg7+DFnXAml;+(-zQsuF5dvDOiXUJUp1Eqxf3E;$w#g8O!ggGlE>>A#-LLE8QbmZ1H z+En15e!o5&wK}PAE~nm3J198jbjvk*xsVyPEc0;4`}Y)mTa9;P$=!WWxbB>Rleyj3 zF4$ej;nVMU9b-OKapk)4VGZwG=5`I+XpVc*v^dlxpe7V$N#8quRm`Iie=j~i+S-)zi{T6Zhs=& zC}yZ`HIi(Zr%dB_U)+irT}83=f@lDw~|H0lut$(B(=zx z(LTV)`cdBASqvM6@RPyxW7!FzSQ4kWdLEYGIXF>K-e91O^s@~X1%?k@)weNvokg(# z%7{lcLV_e-wTmW1KFaq+p5!MFy{bK6{&6y0 zL1y3N<_LTYpHOIS-%?%YZ+X%nvNvC<%0lLzO~0BHPP9*Hw}2rwE@q26A%6??S}!XZ{7b0k1d~rpz#cI2 z9jyUMD-4uqPCZk}RIrd4gVDiS1oO?fnjY>Ru*jtet}mCRA5?~k5yN1Cf=BcUqja$^ z$FF{0h>2y4z6Fly3X5DejrHyozaJOpQi(8FDvEkshg zQ%;2geA;j5FepIdr9~$J$@LdIw___Fs$U8cj5%^~*+mN}qz-Zmj?8l2tPf67Nbd_z z7wNu`l9)a^m;T}?{S{Bfgi^+oO~%ZBN4MvNc$z1g6qq`>$Gs{FN`s@+n_Q=?0xs4X z4GG2*M3Brx%tTxIuR-_GDIg>48na@+E+^Np`89Joh}r^vpvv-TsLcBrXL@081yeb5 z5x)-=NF=NBy&leXiYPx5r$jihbVlFJ!kuv?ksF)+1Fq$o=ACVX0+7C1IVy%(C$mBwgg9xqWS=i`=e+m133>FjCvJMmS-vyaF@a6%DGltVxPWb!N{}8 zpjI#ipNSV8@XEeK;sPCu09U20xgmJoqWi4s;im4YJ4WSH2~1xz7HuYFm6QKq(t4)S z$hgMw4F2lr2iN52b(YDZ_QK{(=?}d!Ldem&%oHuT2((`dUYS=ds<75O;Uo{J_@1RXAVjl0>SbAt|#+z{U zX`=!`bjKBtDKmFd{ZI-2gpNG9or?Dhj#Sp_sKXlq?mVrEV3qpPCI($IEo@;h7k4ms z9UkU_fQUYa|Ia>1wfu*xXt*HkdYP$AMND zN;wMwi{=^#9NZ})*R}9!A4aE)i=qki)?WC8dHrnmI3LDw?tG`bPjXBShUwz zuxE5{(it~ZO7Q1SRzFn)*s#3?i_(DD-iiyG0cABdOy*|(8+Cj5^Z%rZ|D=llq>BI3 zsp3zir7LnzJr?P0{abJRxeg7s8A&*HZC_ACteA^AcCKH}Dm^Z&&ddBhK}!`KH^4Jn z6I-U|KmOVA{D_Emc~shAV704k>nwmuTQL~O`h9Urrr_-U9)NkqL=zAc6W~l8I}0;r z;bDKhR>r*&wYI2_LipR7i+w%l9sc~-^RZAnO0V7B_(_J5`8!McDikgxQ}I`?VMu8% z=qTSf+=G;-i3B6R8jMA1KC<(pOaSo#U*lxJoL_l33g}-CM6d4Zo-_)jOAmtmlxidTx-+5=}a-ByTar)wW7AEtCG25=Lou@ z4*8fj9cya7gu;q-5i7r!qKCrLSEE3cnu5Eb6|l0{;fGH@i0E1k zS`-G$=Bh$N?uvYz@dwFd~%b~-lTp?{#oq6WD3swv~BE{`3 z?`c$BA}2w=Xkj*o&@U`eh^7LvdwzOIW~ffB*pf=eKwxCRMMu;A{{ z7Ppq-Zo!@6T8c|4ZP5b79o`x)Ev0CI3Ojw@Ip>~xoW0iAver3gj5YHKo_{iu>$&gW zeN{T}n#(0SsTSPGtjG{C->Bq;^`rsHt~$@6>XM{C^V4nD ziuA`4^@s=*>#1g}%M0+_rSIjqVfOx#!mRgLmKkS+9`V z=tG9t8LwfFMJRuj6FK+i=7~6q73#}^`eJuxvrAYFmvG=qu;LXF-r8kkZhZIk-e+{D zrKj9v3fU6LSyA=-Q7~c9ckUer=16hJ0n7j%2AKd|S?}G^^)HJ^h|nQlDa%%OP;V!x z8HnRM66+kByY>OkSSd~H7MfwUJ*fTvjvyBaqCRb&GLxsyXlq; zM-h3({Lz8fc$JZyvE}S~J3tEWkF!bLH_aP94u4D>nngSO@Miu*@4F!&!|7 zIEhbZNpnc}-L$6Q&F`itP5=DIEGPf6Cx7m{Fg-4UQjYzk+dMY#PJs%%CK-z%I!k&i z%dX^d<>NZhA_0%tAzF8S6sz0*Mf#_>Ga}6dT-hvEuO&4C=$ZW03OMExv}RVC@(=f8 z-ip?Dar_2Iwaw?e6N9qRbxQY%tOlLlABWoPcskV1iFwX%LqpA~{;(>ccQjVxi{40$ zPnzrh=4izRvfO`!^K?eI=f974TJ`yhaLA=zh&6rqk)-p3-t_?F&(`tG*`8pP(z==< zvuUmIsHc>++0w_iRH5FA`9w5shO^~o_vpS&xqJOmW}N{wGy3-W6@FDa{g=@(zIt}{ zn-cyJx`u`Wk+?Ix5=c2KZ`IGLV1_xxD4RbWdt>Se6+ax*a&H=s{^4RcL;e| zw`1lpW_{A;zdi?9wp05{#K4IbNmf!y?-C|(2n-q!2_}ZdnzBhsM%{K0E}N)%85QHiulZ61Lu#tAr0$N;x}!2`}1yqd{<(V zj3#awlGcnU15E0fsuylpURzq~VkiTiCtD5+?rIc=Bf7Rq?)hvcj!B9yfs>jMOPQD< z-@Y9!!ra--O`<9rEe6p;0uo-+uxEfJk^Fc-l!D?7fu4q=Ks6uj1~66Lu}FK~ zu$Idar!IO2#%7ejaKPz^fXaH%uoq@YKHG;^ofltFYcoMhL! zuh{b%p!5j_rM1V_EHo+_i>Mjua!W&JKDBZXwKj*3PC$+?Sn1)#uxjbq!{u!S^n3xg zL&awRds-0KDVH97CdD?)Fy8}TGT zRRixED8DmaA{Lb~TbAnVQw`6wFrMIpY4YVD`5F!fjKWk+6+mjM6{)EQ z#ywK9xS5vI&lr@PYs*wj6IEzxq$@G?c?hEdL*M+Leor4>`$D6iOpHDiA57|vW%&PF z$cTf-KuE>Lh7%rvNBC@x94F^hIIip%jcC%+dUz`i5y5>|obd1->P6tITP?2!aEMWCp+GHCXumE0ghiA~H7tpEE+=9%asp zA00@C;yiI)zV+?%o#ue}9bDK5nS!SSj-w7Sj??n0F|Fx~D`Rs-_T&q95@d04~9K?@e72f5^Rzirmk4Vhi_YPJbVNbT!P3OU(8S z^x+!CpJlD9U!&MzI&IR7Ohs2%kuEA^kvADQzeC2fQJWm2Zvze=GS5iwWjEt~b-p)q z0bsPgdch@E6fc6j^3|QnXs4;=7R2%CCq0?4$JyqahT15VT>JeF8LO0*6Q+DKz;s4V zX>iP}4M9)ztG(mt2NEsC&KKW`@O5TFwp5aTy0=2x<#th^ABhe(RK7T+hn3+Zs~@$m zK`*0IUPI-L%0IQE1{p@;9*JnrnN78-Su)e0$&HjJ;;iuig^kv(&O(<3W%~??xZ2vAVZMLTaBh#wNkIHJS+f zH_J$)UPjwz6rIXk4@Y~{El^PIqUw9Qccf?v6PWRXCW8iZZrQ^OIbNLh@o2nPde5G%KG7+f3HcngMyL>TBikc8pgPa^doJtv2u#Cb0M?%wEaMrHkHoj{*O7=UGgq=_sU#17=FBHQ)r9V3xczA+!3OC zS=q-|t^oK*xjoQV_SpjaPcTDS)%5T_a`77(kblCY(EnHt)Eyq58 z`jRkALit%hT)>U1hj;R&iEpf)*9WyaO~d7oXg9>B1O7Ml>6G)zEPI`euc+&pm?i%V z!#AuSxEQpAgii$GXUXy6$OgHkQBUU_Z0I-JW`hY$AhT_66rV<}-79yEC4FPTLY#xZ z4^tJAM|`9M;lD06|K?jown^jCJxck~S8zw%#!$-`!SXJ!qT!jSdY1dsFCC{Pn025& zb+2ublu4I!bnSQL0td5!jQlbuc8^{7cyAMzSckZc%xVqeFMgq62|I6pY9EOob(fso zgGni`WoWkW#8j`NN~1vsFGKNMUu;CPUG4ZgrLmdaOm?cw3T!i~jl7R`t7LkDe(9p@ zwqY_Il8Tg=ekT5t-YXh%ZgYHH?Zgyt3^9?h5&o93W%=uyBg84)`WDb7l)G+{4rHBU zIxp+`MZI;fh>bdBLi!7~^cj(Qk~`v3{neUbZpzMX01+%F6b5Z^F#Bw;C1s-V(n%}) zLH(>)ovZF0Do8t&rdg%@k+qjxk5EG_0uW-Hm`zU`}nQ-=oD&-2~F z?kg}X-Cusy2Xq*ben7q^sxv#89!ebZUX*^v?={}$f$!28DH5CHI$@CSSj39=JH+mB6`WLZz}D2GA~sAN`nJM3oECx zKcCq`sN3BD7B2|$pX>4UrzFZ`Z&&wJ-7-Ktrq7sJ(rm>e98Gb5Yl7CMfn|@?MhGQM zIpR#~jwN|0pinyPl?Qbr6IF_v1?l^T_N~W~-r5iqi?xVtfp??9iYV1JffThj)>iQk z6Zq^BIaI_*9N_93!IV1%J22%*K4J4Y!!CY8NS__BLfZ$G*&&!;2z{eAZsv58Rq0H3 zBlubPht!f|2(o>lfymUZKx_4hZcs9sbj%oN;0E;MG)IyP0Jwy?=Y-##1iTgtjc@Z? z@8_Y#W3C=%Hrk?YopZ#Q4<-Wgv;t{X&-|J2m0AbF&qr9t?+89%7ewK4c$I|>ibZ^J zfe-^B3j-mp%AAq808jRan_cQ^LNQuY$QJvb*&;4OGb+fVMiiSZZW%GyJ920m3*3nW zl4d+4j$nRqqWV|1__^zMwz$8{=S~9(dL6g}jM`P^4^s!+HW9md9Y&fXfU=LlW{Z3z zZ2ag5mpm!0WjOz+{3<(aWPleC$>vKNOt)brNyr>oMw@^04Qi$ieBn)_<{P5y8hckc zr12YTOnf+#L2St^yH`2erh!;`F7-!sZSp-X_MxZ;91K2SiTlQ48hcib^C8H%JD9wr z=V;&ru4f-z@_=OW5IT7zD0wt5c^umV`L{zxFA&Vlp0|Vq#CRsBg6lC9b^n+s`G>O# zD2wTHkXX}&!oiR-4l!^-++Z^gC`I6G;jKcot7jRZd)$53gU<8)pcCDI$MT7>5z)hM zd4Nu0w4fjJ-r4;GBPCw~CBPMsiQX`0LDe(X2ECU)y#p1mw!kyFyVc1+L7hs@qn;Hl z+qDf&&Y}spv7>t7lse;kcQ+_v6rztbQBZbLGmDX>=%VfLGnWHWcjeNskI@!5Lj}Qx zaZ1`JP9TRlnm~3MZC9k~@cqvYN(pvq-}6A5TOccTO`GNPe(!W^N4c|8=bFGAww7%B z7~0M_T00ul4ilOp76HMzhq>uEgV|bx z@P-9XNPsMDwrW&Q5*sN;NS4)hCLNCxElNsMz6Y^Qqi7Vv#9E!PJeQ5@i<*cukiZLD ztuStdt1sg#AlJ27{1APWFu7CSMtW$IS$^-CO-eu!fl~41g>HAgNX#tV;bvjmCR@i~ z*4vv^b@c@Bl%pk+pRMJYj-qjKCobPcWC7K_>n zLogyTFXf!a=_4#p2-I1&l%9}2^dBn6{!^Cs$&_k=;QJOqI~h2}gFjrkxvME3`_s_) z(Q251t@e57LI5_7W-Gjx~SzdM-n?>lbzTZZc%m z`g4}*9@FQjn22-BUl(lc8Bjzrh#|n|DC2l3O(%XChOw;iK|#{E%KNLb31(K07=TAZ zmQ#jNRPFWrEsr5NRD|>@4C5J_gWNg^cL_#xreSnl;!)by8V*3(4;}PVQT)UsN?col z$g_I)_MGQua)8VG91u0$5c8!(Aea`IZ|O2%c%>szEFdF0b_D-lT32hco% zbj)l2Qmkd&iip>uAb<1Ad=7qz);FIOt4jL z0OwysD#=@?J-~hYn4vE|Zxp?QdW87M_AN-7KZg`NUOMzt>B8!{j9G*a%dV_wPrbM8YOXU;wM)Jw>hcUwYA z4wQhJPT33GjG~4Ljwq&X)SCyjk*;U8$TPmNHKk_gCr$`++0a5(4p%YA(#5u$CbtU* z{;;rTli3?@q_1&U#sdjT2?8@aO2<8-CY-BQ8(*TVeo`R9UwYbfGDBM69n7v%hBDkx z&M==TO`dRN4n65@QA;+GSpUQ9+v&&;q4YA)!(t)&Q3lbl18FBI$n(ou)6;jp4VIq- zmOHs79!@!0FKJqT*GOE$zd`%U)St0Bx<$?xIh|zYP;i;rlPwEX-?#O%%y)uk8fhFD zKE)&?KNNkocDz2*QaSwoaxU2HL4lx98Z`^>PTf#|^llsJTQoN`^p9z;i^r~9RSqVj zsyjOu+!*Kw_|b-rxQWk$I`EP9h%NYwDF8OBBR^ZL#^79RENzc(j(Mju|a~lnM@@a0EUdL=rI z*p2%mi-s5CULo5O@6(4Y+uQSPlC!wuy5}~mNzFS(?Yd5+cng0exDAfB`?XCis) zS46$iJO~xMgnT^5EBPGB_~RpqUiZL%Fm?XQ+P>6A5%d}5m!2IB^IEZE5^s5=|H{yV z&rZ2iP?Vk;QjM*2%1DHb&T+e(Me4uf5zWwWw#x{JM##aWW@mfT5FK(#&R>Y^P2YqY z4^7bjTYc8g9@su>W^=Zn_22rePqx;ET^X~nebxm!k9<#AT_$XwRU#lZ2$IiR4`jw% zm{e@Hn$n&)+avPIN7J>1!eAD0O!I-S|LU`vegJd(tiBNm8C)?b6uD|}G!whykdu-n z{#Ttf>Fj1#hFiNl#TwpCHgEZY<$UAij^x#ojCf7MV8&TZdo;4FTXUi5Zq-lplR!ze zzjs;1V50Y8kg5G5zJshV2a{HNh2KS1P60yKU@8)ZP+aI=Mb_7moaFI=9PEEDvf4eG zp7py{dgN>vPK*}5Gr$u+3r{KM{oQ5l|J`L(BYwzP%gWjQ0Lz;MCV%qgz@J^#6P8-< z08R`W+Au8BTf}68p2mmKg9gOQ3suF|Sz8|RtpIFV48*&mwoQY3IJi-Jye^!PIH+hG zd@++tNwsCT>YmO&s55>eI+B)U3dQ!j&3d!W<+UhuJD&ZqshF%G)EdfCilt7va7JkC z5ATo#p!n#C6%%f}TKuCj)6hHJk=E-@mgTCP(<76$;QX z;=Ol=CWO!p|6j1ReRD%Tju0o&Q>O!Hn(j6RP>tH z-rvLxLSsTub9bl48OM;$wZ&W_GWI#hcwAiE%|7jRHu&PS;OUaN4IbQTwy4-ih@uVw zffXkcX=YvlChM%&)$DQcjX!M`ww|UzZ`zIDuOfh1vKmmwurYwqp0c>FED2}w>1EtF^w(RA^B{<+%&ZBun2X?oT_@N@t@0ix4d1?HPYZ2; znZC?ysVY5}eFR-;aB(q6$;L>p=PduILS7Akn#`x6zOwN`T2JP?doH7W;hM<_MR&N7 zQ%D7;Y(4yZtQ=lpU`Q2Qsf9OGj#%f>>?~pIXA!Pcc-x=%4*EFJ6#Kr#?Z=|7WdZ1% z1HDwC{%n?WOad+wrLEE9$agaU=j6X9s%DP}aeM7%g$2(vu+;!WmT_OfuObz}sW*+t zp0>LmMU*!oRsDEwo2>Hm! zqQD;v!>r00id%kDr@I?M<=W-@e%=r294{$P3UzyXqkG??Yxw!lU%2#QrK+wM(6a~5 z!dvbW^@u4cbH3~Qv)q~%CroaHO@d1eu9d=z4Dt;-_L@;oMSvJjQuX^GZkPKScrr2q zj*3X-c;yz9Ne%j9{;734-}|-09>rm-|EGn z_MWayOy*DORR52lPGP|Rc9E6sA3}P?@ZUmuGH_6BbNO%*9W_z9#y^DgEsC$x*op5G zh_WgET}aP`71H0bCBLu8p&HF=U=G$-B8{o`GN`v@|=}`Z-LVBG4d?9_n zzb~W*{7XpxUqeX$PxCk%Dc{d8SJDNhOtwwL{a)=9@tl927vr`D-7Qm?3R+Ca6waI~ zzqLT4d$S(!Y`(fzJw&T+dO>=D(Ys{zs5n&pe80E%MaW_+agLeomr3i#UwSR>_J(r& z+Wj$8r!JX~0{F6`9fe3=w&TjtKSu2q7mBbYTPX;KE+KT_W{z{h-11YUs$jY|U-BRI zrs!vm8NXOg?`wQ2+f7=k()3MypYA?i1i#`H!4}nt6`%VN=h`A25a6eZ2y5)8`86uu zJfj`U&X|-=hP%=}l>M4hXtwC4G8257um>SOTgAQDXgpxz3hS6%@xQ4wk(#4U6RN$X z9W4>qlEkNH&hen6@r8@ZA@aV%n<(~Mxz#OsTz37SgPvkO z`D!K=AJpz*Hp?huGBJmyefW z_l3Oe>wnt`+gs|)njncDEUG@2Z4tFkIf2@mZ@O#1r&prshOkmg!R|q$oTrH{f>k4u z=d1)V&b|>!AMi}o#|s|{6ty@6caC}I3| zPBSM;+ftG?L)+hpC^i6GAg#s27UwmkU7e78ZqhYfGTZ7K`T(O_6sbQ%N+6Jv#Bzui zqCwZ9r+`=R0R)mx$KU7AhD2cS^-z71=4lv;mKv=HzSlXU^=`kSCMY|CXUjG8AI&^x z+M>blrD=tUiAIv!4r#pl*`FcXYDw#8wcP`g1He4z&{J{M+;KY(k{T^C{ zCm=O6jbiPSusZA=e6pZ6>oKC39jliU~*~)|@cix*%{5jDL2qB62SkkN~er`l>=YIOd zZ6&cYYe`sR%@)Pp@M6flmG^$`2o(ldesh`fm!qS%3NMmKh`Zjf+!!1sNnEqqY@+)P z%#IY?+Ed~q8*F;2{p)FF(Rjfl)89?<3Rrau7|Oc)B6M~O@(z;S;1Z*m?m+`fgKS@z ziu9gX5BEAZ-s?L%P2bt}fzEG=(jI+xn4e31dBlWf)!6{-040aS*Pj4z6Or+h2ygQV zD3R0Z#9V|}={o2ny;#6fp9A2><4u>z>8DuEn{i{*JXrL}&l3g`624P8>A4^=!izuc zJ!n_$JGt?^dgEtaspz2%`)NDaHg?I1WrrcpNx+y~FC~mrkc~RK)>VlS4W>pS2~Z@maEj~laeT2#%H7Fa&D1PRMdDE6fH$D zK?RuD^`u^D>jTXtA#ZJIZn_v8PGJm%N!6YGj`+9@(6$J^{RVy^e}%k0I9Px@T;oU=xO)0`|Ms7Ct^hPv(&!%D`M zdONSV>m;T$PJFd1zTZPQno?H?=J?LPB=fmyG+jHL?$phe947{=uk}mz{~?*j++-LS z4j&J>)GMThjE*7ya?Il|q^F!ZzM6D>c=m(gb_F2`cl3KM&EapWHW~-4fNS0}QoqHU zpxBb*($(jvx41N489Dnke=@<>lSebUIe8Wzxm8jY(xy_X{4jv-=wiOn53lnUuB-J9 z@P3Z4=-3E}GNJuFXKLqP+0e2D?E^@LnAENtf_x z;KSb=I42>$#S~FM{JoHZIX0eUP39Ggzir^OD2nFlny&*Qmm$kgKWtCcR2@=f6fIQY zhsp>=w4$*aI7%deguuv(nt)H=)YArpDF>p`W*^kq2a2rx9>C%Cqm$;PQm+-e?R(!= z$=5F^?v{6SPZa?1cJqSy;PDm8%3u zQWiUa^EA`;ku!=b0%6zTV!Py!7^?%36er?hn*+#~cf(lK-Jwc=A%COJdH3frNkUxM zvYVP7KJyT@Od^5d8q8{~O{H+&&=sUN80Aq0k@1O0#fGNG;&zWuRY$~q!Vr4+cqy_5 zdWCJa_VWsXSuQ+qGm?BgI}k%XeyY4Ugki&-NK$hPUt8QkPZd|bc~pihL3VX7Vcbymz>wx(cAI57S`s+OP@CKDmgj9X5gkh{?m9I0M%~DJ;N`zd|FG|Li zjcBZ^n#U2r#KwTw?bE41VdE~To?65G!6X(trGR)@S(=P=bWrLiS)pMD7J zf)|Y%sfN+;QNi=s!uvxSy@l=TsC1}hQ+8Y!=_S@Xa>d(_>+?)gK#=u@+y|JE@AGu zJuW$87U58c=oV-?oY(8&kvyLa)MyVg#~!940RM91d(}ZmjM_k2{Xv-<5pg6gI|n-Q5Pu` zgTD8@p)A2UpkR4&O@J?Vex)-PWxak2GPQj^du~+n?scZ{5Y3JgcCv>-+gM2U!u=YW zZe8HX&yj7QSs0aZtuo8!(3kBQ6;Txz<79x9cKD0C4-4!D%X4cYt=#2I;xac!$eo{03 zN<`*y0%A5dgrM|mt&uHtJc7~dr<7vg=rj;%5 zU-rih;&+hv8{cj^-iIvU-NoV?;r*%8g_f495lO9YRIE9Q<=DWp#j^RgE3aNjbJ}z8%sDeTE8fl%Y*|;Gh z==Za(x{u>i9#=od=29Yk0(v;b8&sD+KU-XzX(FC2WWEZz`;hql$GP|FFbe(@c2FZ4 zQEe|@^)b=ty5U1Jhd9PAc<8|nqwPGSQ#s?g6fs#Nv0 z5fDJCTPbZK`yNSNG5*m^Bkao+2j?NZG_I6(Nvu)XNV>XifdTQu)AsF02XP&Hc7zF% z`?V9{wXb8zNz}5HD@m))HD8Xpr;`u!CNC|^euAcCbu(%l&3qfJa@9_rb1)AU43bYT zc^bxlzN!r|&CH6##N!K$`=f{C0s^?|;TURiy?UU(wR3vscQ>s8w26kvd|>@8_j%7D zKF428fyV?5Q){hyShS2KuhYR^`04XSdf4_vS1FdaY1Cl%I}92ttXmM{-=O1s&q=G# zi7s`^n6qO!fK-kV`@O8?x}5LL4d<(a_2Wt$9}>kl8$cS?&^IBoEo{lyp;8jH%DX2D znCOjLaOZLvVXyE?BTJPxf!V*L-elP=rmOuLZ#Qg>4ZUgOy{R=b3{3FvGIR7q+|#lc zNBMc%CvRQz9t_*@!~MF&o5U>wvuAR0{pS|rKh?ik8`EemfF#TWQ<*>RR1^;nW&gso zf89PUJ)OU$!X`{#xKO3zS#iy2uDzEh_md%z{ri)q>(1}J{WRPh2xOznuLI<1epc$m zbCEpHZ)S%|5U8~u&t5H;DFyNUO7kRZmm^*W0m@1V2veTx$riwQLvX00k7Ykmo1X!+ z9DE1Y%R8>I-P`=>QxDDZ(`Wh9&CWs41;WorCdgF3n%K?oPrtWD&_G%KWr6bQH+l>L zKiX4Lz~R1JRyVT2YcSp0lhx4<0Tg2xn-Q}XuH&^wJ`a@VSLt0ol6`ztxuWn5u`|bO zxncjE?0{OFYz9Ut$nKJ}fLiu^!L#jiK}PnTDedcQLTVFsEZ$A@XmK$VUdSWPsZdms zGF_`x42)pz`47go-;v?vGTmw6ulA=}-7l!xRF$Fi=>Jhop`@$Bn3`VWcprXsLy;gs zf44b>vk7aIr{%P3qDtl&+Geszod+WttNlz>utxcbeIGy$E%`O{m`tBaWpxNr1(O`aPGObACGujw0OdDnnyiYZDZ5t+xn`@UQP5LE5{V!E@_952 z7;bNM-KRIGRb~khCgxb!JJaAm`v*UKIL7Sc)3HJdj7f(Wzr-Nj<~LqTD5F~jjbs-J zyJA}Z=Zfk4E-zE9y?k3(-)`8>w_xmw>3Ns%MXvT=E2dVn582{?!?=;)Kh=Wdl_Ca8 z@_#{`?lKeQw{Ya2LJC6eKh=Uh5m%Yflu-dFROCIS04&6*)&{&ej=)|T68w2-sE7^} ziVrx$u9!wdjiV4e5x{uAD6EabuJ*nKdkhxeZm|OzU;i)Q+uuC%l5oMZI5$oYg9@d> zcDVA6JZP6K3la%yll?p|Q57v|X9DOvm9N)OWau=gZ8Hn3(%g^Z=04NFw7Wac^Tou< zv34@}!V>d0?Y7vHeW?|@BW*+5r9g3t{hZ7m{)uubK4sl@KiX~7{pC7TG~c)a+|fzO zgVq%$Zkhd3aC{X}l>A7L#8$TlX@nfiPwtyW@=TQt!hoeDFBRq|JAzgKElBmb(sTp# zoW;@{#ob8v&A=@(b-s4B)EE?qA)7i~5sPvsiDr@*x&@H9iXM+Mqm!ZH8%cFV9)qX| zjLw1vUzPToJAvYx82p=_5J6nggoVWVNbP}Bgd2+ZW< z)Ex~h$4^w)#9X7fWX70xH{uE__+<%`kGn0Vzh%{%FM3K8}vGY(x5t*$^*@t@_C}#$|<*!k*#FFkXNj z5azaJ%4l3A_71S95N6r~3O{gg9A0v$4THE=;meyDWuv@<8Q@8LI#vk~V9u5uB5gzH zWVY%OoFI$1*-&+Sjj?SpG=(8S>nt5vwiEmC_DiZndWipPfR>W<`))xzCFfs8`3>IG zlr2;rNTpwlVY$q{@Yt>1jEzSkAUc6jCPqHtG<#}a;dz3(P_`QrBL6URjTh*AR1f1JT4U{V;Mf}<=KReKM;U^Vzp~9k`L}Cajngo zp9K+PJ1n;@-IwufMFL{fDo2$z&vIt3m|pVneM750i!Q>;$O#I8&p`R!m}nwaguS@a zR4eNWr@=@|P6J_QuG+z@@d~;Uh>i|}O%$fWX;vUJqtHDFx#sKswMx@+J`2DtKuMoi zp`l_-im4`0Y;`U%$g~Y2lDXHOLN-+KE)!gLtqR~S{gUmGTY*TnZ%B@QY!gEDM6*^y z%DRvcR?;b_BjFeAo?+E$_N1*yC<+^F0tpE?) zBwpRb>SysUp!+=bFQEI^u+0DIu*~H;CI1)6x#ZK!%aznyS>4;&DwG|5zjYP#ar)S>$Q>y4_UnJvfo zd&wOS>n|*KS+c+Un7QepT{!~9KW;P+ z%Nt2r4Y%Ww2LjO_SlrY`8#HRn8!RTRH+cK&gqk4bpFXNcxV0hf9z8h7q*cdLQ(u_a zN>U`XW)pGaRC({I8t@~HwW3z>EcnD{$k3cLX-r;R)gb=+X8yu`Q$_8jx>QQ3GF16W z`bV#)VK2aA+j%Z@Rwuib6NX!JuXv?D61EohMNN>6x%SkM?)mm2Si8wqZUBw@Em1@f zTo$gQ>86Pz$$g0W*c%^5~r4#nY2OWL=rlam{syY|&)zMw5T zlD)}vW+sfx9`0*$nvN=^^1;hRxmd^SkdbYy>EWUjVOo1ZZdk73A6*e^0E zxix?)-7QSk@UMP7zUWwgWmuw}YL&%9$@?aoozF@m*ug= ztG$VMI_1;*q|HsrlMd$uu;KCpRFJtA#LQ)PJi+rc>{BMK{%|6<;Ejn9Vr`+3k#)=j z`hKc>=@S=}LPPF{84Y|pAwd(VM z=_woNK^dYYx0gCq2jg+?aLf%mR0>5t2@i;gnR{c?$gj3`(t=*ssgbG%Y%0@lDk9Y8 zyQ>B_$v>^gib8ISU1lFYl8P4q*#$jb(5mN4s9u|8Ue3YCuyzwc7{q_x?oT0nl9cT( zSFiIlJp0^^LWj%gO5$nj*Isx0;sN{mldc!TZNhe(JEHfMx^8?~%Dj5(4^ZD(%$#v$ zt-?OvlB(__;hs1rDnfG2T`&8zwjF+lC&ykfa|LPa0%ic`~Zyr*P z4Utr{1esmi8j2-G%=_vMiRo;qM5VkC@AP%&#Iw)}t&DEm+4PGuwbaTjsPDNjYkt)E z@qP zQEcAupEu_eaUC09e^1CTz9borB05d7m1T$SUiuVOv)RLAws5@+qMYAXW_xIulZSw- zJQIsa>aY_sn4nL}aKLNqgv?Ja_EZQyb(vxIL7n|G-6f#-uatLo!UnoCBdM(;S+S3J z{CY8XCVwa&sxFSMvks*j|EY|R7EC1kpz`T0lB@H^djfSAPor88sXom&mx5kwmN-6E z&HQk!=zLQ6sAa!sVB|qL<(B!fb~4)^{aO^+y#ap*y7NEsDaX=P{scP5tKUF(ukkm~ zvAlT{3sc!hb(E|!qgc;d(y}8zG(OKorSj;3W^ZR*2WRqf+pN^4CEq;aIOLo+oHpK! zke_jpxcFg9{u3NY@u>aLZstcfGziJ|HX6|EYm^d@b`S| zjs8sK40y*3>4wzkAGCz%9}6&}9;VJk@K*XV+6&VIBX?UNpSq|4n1EgEi1S~PL4$}% zyzq;NaN0RmUe|E$=*VaoBiTGJc0GpDz}IG(IS!l3DS7<09wU{jU=DBz!>-3{LT=mr zW;(Ta&)V6r93B>)Zjs-?956bqg;q2#fW#4tb&=R?ZpEKYftN}Po6WV|w}r+$xQx5i z5*_~U=W%}ny6%Lcl?1e*k${H8cqfX@K-wZoBMsz?Hna{p6W@t4xjTrCrIAB$D&lVG zAu22fowe|`WWIvkV5f-_j`F>9uwt7{w4x?4s20C6~IY-7v3bmxC*TGJvqsh;%l2 zSCTHqFIn5cV5Y@7+#5Q%9Y?8Z%Q2YZ66I7j=)#a8xn2SIkY`?oi_)ioIh3>81w`-U zDPcW>+}ZY>1`=X`lWQ#93H1&fJ7$q_(AoI3Vhk<;bk+ye&colx~ zoPUnof`T~MLy;zPs5;HjNqVHs0e>t6F9PT}kRR%VQtP2+h>o*xL*dyYhkNXFa;k=u93l-1GE^-o7W5Cd@Ix#(r6*P3 z`Eb!GZpKhG6Mnu-_W&toXzsHfsX{j?1zevyH`uULiC>h1NA+B;qFpBxBU!u&PtQ^} zk)Xmo`lb0t_jOpuppFW%ZLqq>l1 zgrr>C$ve_G@X>;@fd!dnQc78xw5J{h4$_~|^tKwKc>xBM@`(|BvFgEe+&Wf;b;*d=@acVH@vQ2Vip27YJXC%qhjOh- ze?jrA!0S=OMxeOJxWFl)Ru+TvEW2EJh-knNipEK5!BtcCKsImOXe@|r*cnDXR3V4- z>y1)AjMo?i$sG*y_7>P3?qkr$8KoLB=3C(koQQoRgoUB@RJ*}DPGony&oFfZk&nvf z;Z$p1x(0{T{Bb8E2cxeHPaVkYcM>zq3t){wF8_Sir;S656M*Z36M6G*d`NC^a0z(- zQL)s2{JUaFLiOJ(mgs*}EHVGjilrmAVoCZ>6-&iGE0$zb|B)5T@c;aZrNqBqvHX`w z{=Y~@*ZnsGVPQx2?~3K`tx#e8ja&=et9beM;=QyYVQm*D-Vk??K7xSGlkTPYd*urGx1fmHjqX_h#yu(x0lsPK zj(G4Tq)3SFvE?sa9*#c{UeZDyrTIBPOhT=r;wa~1HL*Meyst!Jkbaw+``qHOh@EiJ zaT{BXEe!69Bj@Bf^e-4hxh9B8Oyb$tEiaSiJ;YE5z*|rKhR7$J`9RyZCi7iEeKmBi zSVVNQFj-S{J3l{9^pTJeS+X=xnYv&!_{;3dBXgp@8AS|df4eLHL>te?{^;=wn%lP6kG#)b1YOe1?nk5=J*gZ+?1&DBuN2`LV3%K*rJI8oK?W+ZYP7$84D+GKS+& zQ9Yv%#+oBEHL3{n(l?o`4R959`^nq{hcf+Sw7A@wsPfp>CP>c}Nj&Ko6&r6J(q0%{Ox?Ai!35iI5#0FIk0x;M&=57FTr+U_f`Aoi}-k=LfKUp zGtu3~XumJ2+Q=>B*|*UgL0v`41{Xcu?pzUjl-q*Ahoq(4=~4Ytm!Fo}NB4c^e#Yp9 z$X%IKi4E$M>$fLv<(KWRkjmpm+zPE|=f&mZoI@~7t8tuIY5if$VjHVgIhe86oj02E zTIim?S5}GMPOY+PeKW6?aS8cpS6&T76?VbMc2}(@*V-BzLV-(0#=jYqWykrKVv&w( zU%u%$)isET8)ve%_@H?&T8rKeP0QJk`C}+{BWim{ws*I zUv%2Hz(Rb>Ftuy@PcM_Xw~UWMWnvX2Zlb*eOYFay8jl(uy%7hUZk!k{PUuh+wKsC& z;~P5H<1I`(PTf^htsM2=nC^CoJtpck+4+Ft3Jbbx>J_xTwU*=JFb#tqZoSr{U#m?m zWA`s{%H1#NrxkGMWbg)l|Kr2P(?$6Tv5j99f2c`|EqANctvX)zS*jIywm5U7=+XbD zWON_tHa{3#b!biYlK97|{Vk(Q;*F8$pQp=o@?XzaVhBsG0eiz4ZWxe5f6wUhyJzS& zef~M4i+{lWJEKd8U6XM83+aa9idUW?q()jU|A$pjm^#^xw2}M(VBWtqCyzPvGiB&C zQ-oST7Q7nvdh76y6tJin&3NA@D21VG{dod!jQ(3vYXgbv60&Q`2m3N%(?tG` zbfOikSfqPBYdvy~MY;q9-r?U!7x*`%133(QEa-SB1-73V!{)VZexrQPl+uPSHaRLD zAs^M5>s70%`hq9X0<&ggxm<&MXCXeXgRxS1%ao9?6!m=7Sk#h2ehqtB`}Hs?>!#*~ zPiU6pe{1h7oZ8^`J&j8hNN^7%xP%ZiI0S+O*9J|n(3av_in~Js0g5{2i74exp;$AC6!UHar0^|zUhbx~3h8^y4FgZ$7^GD(Ax1Mz#K%l#9L zhX#=!TK+WySuof78`3FtYM>V7F31H#PS`vbIPQ|Mk69kf5Sy7JC{`(B$xJT8$0r=b z;^{fx_3<*+OHQ=9B(26V*zt<*%bufWvwWBo^^nQvBuUfD zYQr`!F43&Y>DeKSBUt@9%ry~`I;n-ZTi_sEA*cw4t057C`w0qht_RhY-ZNtR0bbqy z_*$zplQswOo`xZGOEN05xcu-e)+i!yHLxhI^1sm8h(f?-&+Vs0Jg;4OvpB z-Pvj6%Fh}sbqNNmc{zNuHjdsz*$$hEgna54^Wk>2Z?K$i6}RF0fFE(LsWJ8zd3h>f zfdxbA*OS4zTBY})(60CoJa5e(} zS-x;Klxb~8KmiU-_pmGv(CU~Xl-I$1^sv?>dA$zJP3CMU)Sp0=)9j&qTA9yYg+Jpg zuWg4Z)QD40GoANvxPVfjBdSA5h7sNsEW7y2oJg-xw#|MP>mr{O6mVTG^U90_oXg~b zu08A=WYD^F6bRxYVy1gbt1F!!wG{*ogrmgt&oS$p&#>rjrk&5J(V^yrf5Q|6`5)F% z)u810_jJ%4Vj6hb;^$qGr$Dr#vizcDh%c_LHNGC(ZF9aB#xx|6sqBzm1a}??C+KC- z>SEh1?XmK=Z_#1$sjJ5gvgze)kZn~e-_$I&QVvOK@zr%d?W_$+_O?1+E!1g=Me?Uw zb?I~nNgR4J7p^NT_c%wSouRQl22k19WW0YRwM})ZNIt2h_OEV$y$xKC_1;&m+TI|6 zOQdEaOCJ*3KfJr7Ab$=hi4?KFe*OA4sqQz^G4L4NFYk?G0ElBo?pO3DF$o!#7_|I8 zn}gwBkF-<`X9?(}@}OF)NApB28!@A;HRA=c*s&5+TkVTtrGVYnqiuDQWtws4cn#a@ zr>YF{#2v@l8)oXvstj)%9=b%61))GuvLKX_isrW5y!@%=th_99-;n*t9oD}$={LzVAIN6%eJpNZ(Oy+y?Qb^h5+bTsd?`Je^x=bt8z zG@Q*&)aNGL`xd~X;7<#llgpn)Es8J?^E;1)#Z-u>>8R4Y`#*Pnt6B`dW|LJdJXyEA zyU1}Vs;ZFL*Ge0LPgk{ZoG4ykMP1Y8jHen`I zJ+?^sB3B(gPBvgR^6hK{zkcO>bx1UiqGT`@^J)pWrw9{iMTgpkt)8eK^0c>XrrNh- zF?Tvz*sp_CGFQ3Cfq`0CvY*AarRutwa6?Pry$IVtK3>)S^4pH*ObT|nY{i!}f=rm< zOjdk$#vEgL8QFO;qzW4TE@UmGSH76J6E14;Net>*f-mJe!!`DnccbPJUuG&oSb`B5 z%5{=6s6088$m5aZY}t`lhDw)H1`9POqe4T(IM6Pp8*K&c!;|L2ae zq4gtXg@cCouL-<)cmUJISyj-rhOdo~{M8pS5%vR(0X)Kj_ZY0gJW*tg_reQyN=h`m@ltf&hw@I2tuax)C zYJv;}aU#@9ESzID!MA#D*6F+%o!^66LiVX%+NaZNBj#s3eFua;>3Zwx4+Ro^o?}@? z<+NKa8ON``nzm&E=x9kVbc(jHpMH|-F=*XSHB`NBTsSnj>~0eV!i@(c_7&_<$v?Z} zxCRWXe#|#2ixVZ>KFtNLsN&tbY>ltGyb53H_+;IJk^6M&(b~8Bb23Dp#l=BZdGs04 z4q`aN0gy15WUyg=QU@zjgh>wV&od2)wJdmk6nTCU-zmX&+gGKkF1u~XC+v%nL3V>G z(LxZJp&Eg^tY4dS%Rlu?+SW802jM$Z(R}UnR1cut*uiNP_1(rzpA!R z;J4VWG>CvmX52wezQF}!(CQP`(+^ar7%q;q)-O{y$L7bK)iTotF zb=w%?I^O>1;gJw{PFEtn6mR_c{3{mTlo!$vZquuRw>aC?UVZpB>PgT}ZeQRsk?`=z zzb8;s*h3LoSYbP^`C`7}vRkt^T4=UptrDyj)MVi@%{}DLS%VJ)=jl7MXJ{XRR)!f3 ze%UWNo&?+(eNOONFEZ=ulV`6v{_%mM#R9i2R5?wtf^5&_II}^DHnTivx*{7pzsXn- z+@AVNyJ`0$wsM=*euqwekv_#UF-6Eep{7Z97#b`r5n0Leqs6)ZPgO9O6`~|(h3;p; zC`R7bmddA(nq0kp)%@1lam37VREj>|W}QMh75B+jG$}7QiV{Ne)uaY0(<5jemlGAF z$Z7mlVsTZ1?jRsWk<)HJa$;E6xIglCtOpbt!!i>o5FlMW9mKlF>gTCI8*2QFQjR@V za%ol6bB0Z#KAxg2-s?DU63Um+YW;Tyi>)Wi(;PczO97oA_8Y6hzl(y}5lBD+S;2Bx zC!4&-Pi_e=DGGgO4`Wk;jkwA2x+ap&M55BR!f;74lrz>Ce*+=y#Ku1k7HAUr*O5|L z=)?_6tqo1BFHCKGn0klYe>h3K&ym)ul-6#S))AWaurRIrVcO%xw5KO&J!C=Xw(`(= zJX$OH`MTzhP1TWy#!DXVr@^=81~@mZG^=WvwjRW3$2;h*Ul;Jx`(SA%7whY&FgAxxP=0d$a25PMal^c=aMkT~SLN>t-*Xs|#}X z^?;&XgVNFO0B#j(nsgxBGdFmd2kVNT#4ZC_=3**J3x1OT8jZ^-qPCD7%r>sb(Fl_> zqsi43a_!Bz+H*38oJ{Qjj(hg54Immp z!cMHZD63}NJl`)Yfc22Tzr@zr2bZrw*mhXc5+FLXPCA=N{TMXt`>;cuq4jtXs(hJ`#iKxgxK8V z3jovv@>lZBAba(x+AO5#rHH0xHGHAU`e(eMfSYF;2)VOQ5*I9z0G4pJL^1)jkJbX{ z@B%#I%x_24eA+p!^sJRv3Bi6kci3PTEh=;JK=W}Lgg^+$T9pO~oTA3OF9a>DW)6sz zdhQqQSbLZW8>8g1>)Z<{!t9%JK&(5-3wiEgAd}G(J`s18%tasx@8ZA7|d(+h(Hc~=>#Sk<{v08O>c>^hVKuL7rw zJ0Q0smTbqAY$@^^fiY-J51BXB8fuhIG$wNjG`sKMr;X9#o{B9%7! zM%Ug2_z`(twLD_fSPw|w-%VeIr$ZuIMT=X-AGJ!pYL))pD$D(^suuYFzN*FY9}9#3 zB+P$y?*EG?DE{9PX58=2J((~cb!#~OA?4Nm^AEF^0ZWL_7fdwN_CDKR z&i^!D_Fyw&;=C`{*M*w0$iy(;XAW08u3XJ~fI`v-9V|+;fB*jZnpo7a_iFA>9HIIr zLd11rCWSK7GrCjwa#-fx#NNij)03`yB3~LNCU!g7LN`B$(JdQNQwuyzgeDuQbQ$$= ziS~`i-f%M1F++1zlbZJoY%md-*!I2$Yj0=;pFKjIo$+iJ#&h0{bGBdk5Ff(I%qN>9 zfmyXT6CG&Ez8@p%?}iK26{MqOhKxyAQw!oM9hK{>yr)M$QsADPkMfiBoDy6JW*gjk zo*sJ_#y>m2&bOJ7qrFzOHrkGRkg>EE{noymv{GLp+xo@OR*QLtD_`-wy@mHWw%Yj4 zyW3klpDhbm1Z{&)dM|@7z!k|@Svk`qHeo9LQwQ)hU1^x*+=p1XQPL%?*&#K?Y&8$d z^tFa>oDHNO32V!Fj-G&jv}wBn2^ z)ieMpLnv@72ZS8=xOfRk`l(%SI zfX$3>NQTQo-UvB2j8#rO2%IVj?j5b7<&GD`lCiSED)zGc`K-#kS$0aV3<1mw3DpJ* z6*^;bM!PgffKC-p#i)6yJRFI)B_vn!m}sKFv%Sh$%OqlRZP8Xi~P&&kiaa@SKJ>HFBewoFv)MWbU$ zBbQ8ymri#W`7)wNY;j5p;;csushEg2peVg3Nmgs`pR;pz?jpU3B_N&SBe#8gMFTaK-d3tovQ><_54(=!B4)*-jrw7uQndbrtjITewhA9 z;3^w>ZCn_(cKZ@2betEH%3Tn#@=5ypQq6mR^B$A+_b2T|=A;hUy2vN?kG{Y8lKCG` znEuN#iO+Mtt<)5LENyv?`Q!R@`;}`eQ2=QYpNft|GRXmSI2bg>Mahgxuuz*@>Tfq_wO#s($U} z9!Dv0_?0BHw60p^46}gLG~&VRUBeiZFULMUzj2dQ;*#+n*C$s>ttje+?7tFb_6_3? zIw_ea{jJy+;2mX+?|OHDoZph`1KpZ9mv$OD_)!>sMAoM0PU;-l-uC zYtBiuPG9tDzwEd>jIv>2yK1>En8tFeT<_-h<133GuGb4}FBBzD7ee>_1YEVHvXdb4 z7QvjoY$y6rPi&=ewxP&=xzx(vkony<#_QPs95sYyTC?>Sa@u0{(O>99m-}y!`4h%7 zCdm6}FLKfUUqqk6vr)V)LC&7iY@yQCEWvDhtZAMKdm)kkoio>?DZWONU7u$3%IF37 zgpwW2!fPZa)#@p4JpyBmyLB#(<7_XH#Y>!hk@a_A z;>=vGV2T-E7`D+F3aU;Z7bd!=9Gb0pyf_k>v=wp|{G%)rt3y*Ey*yJ%{|>_Zdx9cV zIcy7L=w-`g;jS&HHXCrQ6YfjjXIvs^;4SE#opbfxoa+Om{6+_J3{KNT1ShDn7IIH#9iVwQ<0dhK z^*b~72^Is`PP38%(N_rso{D@ol#oiNnAf1@Vw<5NL^wb=@BRj{r_JgOXYQ9(6s<7Z zeXGD^LU8~98Xm-&xSB`ZU#y{{t~OutQbe5_o7&V5e-YrO0zp0ZjEC!^W>526tt6!bVbffVtAp*2XgcOq|snYKd! zMs1l}jCGu@#z#rsD%8FRc_ShXv^$_)D+iUFpur$+Ds@=TiNvSxYJWs>bfhxhr?K+l z5flGDI9u0MM64}_`nzfYKU#Sa`FJ;1zr;Pm~0 z%lLzTe5LwN-ux$T{*yQVlaq&kUo@S*e~ACXoA-jryh#WrFPZ_@T1-Mdk{8XVmo=2m!AF@rGSv0Qm$jOUSd9< zKU*PscBLJE9jXC>B~(-cE}i;=qSse_Z;l3(hb+<~PT?}54q=&hf{E4l2DU<4*UMr$ zVl{xP_gpP!{4fsk~Ab98B@zi-86CDDuY{K2)xzVid{< zTOKRzm;XultfPtrE#%H>i8p?MJjiokd=jVeVk2AIf%7kuc?~-$%DsF zhQsLu*Nmxd5byCoQ>7x&sRPMRx->7|@?3Id5zE(BpBQlRPkBCcFf#DIWYXRrhazLv z{iCU5BV!*kVdvQ=pIH4via(??2aG&8B)EHWmhiv-VlgN}TbtyPGQnoum8&>^J$A$h zwBR(N`#4?>9FO2nZXAB*)-vp(oWs{}$MebY#xZx1!L+{&WR#{+;G&Kpo+!`cx{eGS9ZYt>+`;< zZJ;%T_TyVi)F8quyrnT~$IXqdX=sTxuoxoe9(2H=`R>hTh0E>ts;l2#)~C|w9*(sDv*)0@0?QPhC+xCUk!+--RZX$E z(7*GzB{Q6WI!vxz*k-<%_h7K;%bJ&SDJU_G>uQCV#Ija!A39!MO2A!>G=ker%=|0D z^m4!GQ)|jaA<>%qDJfNJ+5U?IMSrTgBQ-5ZOv)OP5^29jBlK-?QFtku5jwxv3to$tQdCUfXvQ zdM3jwPudHBCA~_w%?}^;N)NpBJ-6fC zFiA*qS%FSguWWhqO0B53{_)*8F=prRAbO`_*_P;AlG2zm>i5|cOVR@$WZ68oy$`gP zQpPup?wPw8)qOJ+737l*KYRoXmM#{0nHT&k`{Es+$roZdT@wxlqR!R2N?pF{ik%BD zJ_Y~B^XA#He1>ocIb+EEylqS3ja8Ut zgI-ZU>ASLUk5r9IsjGY+N1o}?LG&};ep~;OG2Hp!o66GlVUzud>xWw7KGoY@nN_E= z+jQHgg?BH>eYoiS)FUu>&UwJlqM4kQXbbt1mgucL`_q=_ zWpK!oc|CS(S=2df(7}mk@g25_`=#BPP^r0aCXSUTcT|E6Y}cAS4xaS9wU!`N8FTYm zOk_Vu!ge7N)+b4xGt;+jK7Pl1b(PhlUxd9?{NdN2m?W={Aqv0460Wz%VF?M_hzk$@ zESh_cn~KpKI^10$OyouL>~FAH@dq|@Z(Z<26DkmsA(@6VD1Q}j?#P> z(q(azyl4t5iC$okHL8!rvb$Ya)cpILX%fQnl-YnhX9km#5-}nCZGoVvL@!IzXxj+Z zs+ixHnUlCvz>G48*Qb_)#YsYDm~r*|hi8hh-V8S>W)iyhcra9GAvr#ZRw#39xT9;5 z*cPaqBemLq<#}&p&A)Te{KK1hu#nN1)cr#yw2fA$rH^XGwYWu zhBd+lD*Ms^5Cpuw3(#4aSMHWKxpD~fTnA)9u0p1rRJSw9pjNN#VUuS7$yXnNWzsqgdE>3eRxTiV1(neY^*lRM|GwrOY&sJradSOwOc}%O4GGc5* z+i+bEHp9VdJe!)`?E!j%nvNuwo+Fo|P_teIL7EMtBR9Ch5W89zv${Jwnl;MlA%9T} z0zIqgu9cTcXYg}Y$iTHgml5DN!XIF?JCX2DXLJIN(-D=R$ za>rV}(=#!(2fEtZ(9q;u-Y_2{2|hZD(@=yKfesUwFN@yfnwi%jHfW6H z>D_A=SNJM`1IWd!ma*Z8Y&m)w`3{479A&5Ev9A*}1qp0LCGoRdh|X02KUU#xN zv)I>sudiD7srYco0i#iU!_;X8{-*gLY^0HS} zn=Vu0)mpJ;jF@CG&W{P9dq-}R`EIs5n%d0d?{8yr%5{K(JItD>=I2g_XM*8bvV+XP zNZr9Roi^u0}JV8 zz1c%*!a)h#DBSC$k4TnB=RvN z#&lwSt<_EH4P{A)ljB^W%+cG83ZL6b*B@$KZ`&m~XLcLgl}SI+SIC?o&J~Lg>^*1$ zC)#Ff&I=c;O{#p%9l8U@MW+m^h9chAJ2Rz!p(ghBaBO8Q0~6eAaeTs$ZUJnv*f@A zkr-5}Ww<~5RgQ4*^n1sX>KfqY#q1!vK4%w3yZ&bH*NVAqBVa%4=Y$XxW7Hr;NlF}A84st%eK`~HY` z_MIJ){_9X?ciISFT3G$SZJeOY?wfe3BP4#}LQY}il*|-;Gq<{bfgyn6bf9bEIRY1L zzc2J5)_~b}UNX%IQN}x1aK_1jnh`vDoD9EQU2&B!8UbloLlo2w&gLL<(gQt>_+lrj z6NZG}AGmMP6b>zt%{rP^9y71|vrmIw>VJ!QZeitMLBZ!?d_T%44;|&wyZFE(%a#= zn9g#_cnYb$Qh}^TjqH51=Y0c{d}T&kPsAc|f+@k$dkSESw|=E`S=L%U*|J(mv;LDz zgNl#WT4R0gmz>Yyn}X*ZZrPL;K5hv?r3*?k`#i3>wCBymZNPrWuAarf5H-zmO)~|8 z*f%k~m3Z;OdGn=q$+OJsg(?rQ=3e@$KlCgh!r;>A$Ohdc982JxyQ9W7O^xrRm>UKY z{<@wOjHZIwKO1Qzf_BReoQ4s~^Y@}YSZ-N2>ZvMsu^Vrj@H!|bs2Il_#Xg#?*`vDp zR^})$p8I{XLF6lKOv~Oa&?k~5Tk&7VJNn_w;VUzc#F1Tdj=Gk|_x)iXuDo||asN@0 zPHA+W^vkfh`OLlQTvLaeheDF&V*=ER@)W5gzHqD1xMec&_^qHiho{CnUPck>-po0l zu0oytf@?#4!wF+&ZAdl;qnwl;1<=f`of*IPX#Is#@r*&V*d|PI;R(t8#OL}C@tr$J z?X!!3sT2P)0Y0{FGs)*6HWT;T*bH3A0j?Xqs11_y@JfqW3z6kc==_P z?01V6J-4&FT3PFGAS_9KQ~zzD=TgW0B$E$r+}{^R&>jExy@{8<)ue$LZdS_YFd0iV z@9a~+*Se-(KDTP&Y`Y^J_DNB@)c@t2mzVI1_0C?PQ}4HzxW6b59%^4IWy+L^R7Rg! zGPM-Rd0*UtTO;JG?y6&T54`lW&PmjD=VMEvLsYB)e#U)kH9d$mFFCWRriot`Ea5@2 z`q#tjo+eiUt(`=?RG^pZc(7dFTEkGOnO4p7gKrK4dEG`Djpw+n>I;qOV?Q@^X$n`q z-B0$cq0lfX_7`s6y054cwE*fQ{;K4@W@x|u?ZvajfigIox;cGOasULG{qZl_FydhM zT?bmp0;?Z?$$d6XvUx6eU~pAKdii?+AF1&Whqp?vV6v9~W!4d(kCw!Z@$XqdhvJ`h z5w;dWzsl$2t79-+X>aTAbNp}<8?$ugR5Rq+1jWCc?jb!z4&GL#HHKgj4LTH z0{vqA$UbE8wBkTc>`AF=PtmE%)Tl%##PJZ<7GRT+K?k+K+;u`1xXC>UIyb2B0&N^t21k;=Qc|E@QgCPz z*@zPUZ}leNarhgs1fO`n%V*o>X)xO&EM6H2(3QN0LW@Mv<)iz9% zNm!wWHWSSXfS;WjoO{60P$kIM<-6amSJ&?>$eCs$WYcC~&e+O%Zw-(!7boI)-;S z)E%iYdKS5Y?cQK(eIg^Nn}ONRTRv__?Xb$#g|Wy33dyt=X6ofjrOB~oR;Oy$5~CGb z%eTBeLt2^1v%-q7ubW)aN@zkIKJ9n#qW00|* zS@9Wwa|KXxrOIaDRP8~GI(<9~0xPVMq8BHI*q>qBk54zsvlLBXp{7)&&Eu_>lT6j| zXrRucZnb&som!f&@&Y9e!x=IFbvt1IhdFz_QGl(Vjgd#5Dfaf*LoS050Anf_JGE*8 zjd_MU_Ykzws$boV=#xaFN0q2DeR?CIiRD5AHb48W+L2Aw(tc{hoKH2= z9sG4#4Uvi*)@q4~!8^t?_|&R0#{do*x;pwe_im5!U3~ewWsHKJLf;sC(K?qr7^?m^ D`WcPo literal 0 HcmV?d00001 diff --git a/static/gen_attractor_animation.py b/static/gen_attractor_animation.py new file mode 100644 index 0000000..b60e33c --- /dev/null +++ b/static/gen_attractor_animation.py @@ -0,0 +1,108 @@ +"""Generate 3 x 3 subplots with rotating attractors.""" +import os +from pathlib import Path + +import matplotlib.pyplot as plt +from PIL import Image + +from lorenzpy import simulations as sims + +systems = [ + "Lorenz63", + "Chen", + "ChuaCircuit", + "ComplexButterfly", + "DoubleScroll", + "Halvorsen", + "Roessler", + "Rucklidge", + "Thomas", + "WindmiAttractor", + # "DoublePendulum", + # "Lorenz96", + # "Logistic", + # "Henon", + # "SimplestDrivenChaotic", + # "KuramotoSivashinsky", + # "MackeyGlass", +] + +# create data: +N = 1000 +data_dict = {} +for i_sys, system in enumerate(systems): + sys_class = sim_class = getattr(sims, system) + data = sys_class().simulate(N) + data_dict[system] = data + +# Plot: +plt.style.use("dark_background") +fig, axs = plt.subplots(2, 5, figsize=(10, 3), subplot_kw=dict(projection="3d")) +# plt.subplots_adjust(wspace=5) +plt.subplots_adjust(hspace=0.5) +# fig.tight_layout() +axs = axs.flatten() +for i_ax, ax in enumerate(axs): + system = systems[i_ax] + data = data_dict[system] + ax.title.set_text(system) + ax.plot(data[:, 0], data[:, 1], data[:, 2], linewidth=0.2, color="white") + ax.set_xticks([]) # Remove x-axis ticks + ax.set_yticks([]) # Remove y-axis ticks + ax.set_zticks([]) # Remove y-axis ticks + ax.set_xticklabels([]) # Remove x-axis tick labels + ax.set_yticklabels([]) + ax.set_zticklabels([]) + ax.xaxis.pane.fill = False + ax.yaxis.pane.fill = False + ax.zaxis.pane.fill = False + ax.axis("off") + + +def update_graph(num): + """Rotate camera angle.""" + azim = num + roll = 0 + elev = 0 + for i_ax, ax in enumerate(axs): + ax.view_init(elev, azim, roll) + + +# Create frames: + +frames_dir = "frames" +Path(frames_dir).mkdir(exist_ok=True) +previous_files = [f"{frames_dir}/" + x for x in os.listdir(frames_dir)] +for prev_file in previous_files: + os.remove(prev_file) + +for num in range(0, 360): + update_graph(num) + plt.savefig(f"{frames_dir}/frame_{str(num).zfill(3)}.png", transparent=True, dpi=50) + +# gif: +image_filenames = [ + f"{frames_dir}/" + x + for x in os.listdir("frames") + if x.endswith(".png") and x.startswith("frame_") +] + +images = [Image.open(filename) for filename in image_filenames] + +# Create a GIF +images[0].save( + "attractor_animation.gif", + format="GIF", + save_all=True, + append_images=images[1:], + duration=20, + loop=0, + transparency=0, + disposal=2, +) + +# Cleanup: +previous_files = [f"{frames_dir}/" + x for x in os.listdir(frames_dir)] +for prev_file in previous_files: + os.remove(prev_file) +os.rmdir(frames_dir) From b3cf6096984572c4c5d90db6ea2d4889f6a687f3 Mon Sep 17 00:00:00 2001 From: DuncDennis <90915296+DuncDennis@users.noreply.github.com> Date: Fri, 20 Oct 2023 16:00:47 +0200 Subject: [PATCH 15/15] Added matplotlib dependency for plot mode in readme. --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index e85dc45..5f5c1bb 100644 --- a/README.md +++ b/README.md @@ -22,7 +22,8 @@ $ pip install lorenzpy ``` To install with the additional plotting functionality. -This also installs `plotly`. +This also installs `plotly` and `matplotlib`. ⚠️ Plotting functionality not in a useful +state. ```bash $ pip install lorenzpy[plot] ```

k?nn#o&~n!X2OPgO+Hw;GIuQ(GbC?M7g`Oi8 zH(Q;q+E(l~B*AB@vQ%oYDd#U}YSw8}0|v|hF_)B0luhZp(Kuhi0_&X)K*bM>XjoNkUr~a@(<-!PnQ`iEK2E&|?fs%U zv;**#H&2QyM$@2tD4Hf#s^;*%2(Y;BV;#p+nkBGrG|e)&*sI_h9#rFp_B>C{>;A}9 z6Lxm`(vsg4A$bBr9-+j6ac3>1H=m1)NR_SBEwds`vt-gI-Dg-fNG^*2l1YyKg`JeK zC3la+aOqTs+&Yu7=B;3*oVv>rDo@9Po66PU#i-SU5pzbfG?T?olh2fTTuh8_8;)m| z!7dUMyNNM6woF!2Cl=_z{)}tJetCQp1@7s+mMr6Qjq=;c7{x(13(BYL+`Km1icY_T zPKvQq{ntAMBGUI68Em#I$&X2pb%Coo!^v8 zy%Uo>^dX-$&&%S|*8R1-=P!)ux^1+Z0p8Cse2Fc+Nq)^~$Gxn;>tkVghr&5YwfHwC zerll4MW!+>u9v5C#LK7u!cKh5mY-cY4N*-9*r=!(*-(P0Oo5y-bs}3cy&4e&g=7 zCIRz#CKg9io?Ioov7fed&kKdO-b@gtuIG7v*+}W$!-qUBa0xk{zV4g#x!euFMs%hr z*bFbdsWacD#25O+>(D>b7aV2xxw%%S5QI~LQv!SNkCDJfGd39E?xMQ z=)_n1+7Aqn6Rxi-#dGwwG$%wyAg_j`I2%%wz%IL#5}QAayRNOyGg^Z2arZr9dp~nR za46SY6R@qjvJq0P<$@|(&d=Q?>m^j|-7H{&xLK|}J1>bfu9+N86v)#Ojd>s5-%2VR z&6W7ClZ0CzA4j4$=hd^xKi01JEsc$dE0m#ly@XzoxwJas@=#AYb~=36?>ofqlk69y zd0QY!uZ5fc?%eoz#Z~h0Glx5!UXqBqtXGClM7T|9u}a@ZCr_PHX^$87eG#v7Q*3PI zyMDo4t77zTxD(+Q&D=Bl+v8_z_c}f9o~tb7h>&*GWQ1N1ayM2|b09Ca^6>OZI8Nk;r4zrDOc}ol| zYDqAFu`|&IUw)9JzM9E6jv537Zz{0~#cG??0PLu(%4;wJ{i7r8W>tQ>CZs;h&wS;pOL znmsvfIWh;;Rc0krQ>2c(IQq5BuDPkqLr5k>S4Rx~>7WVik&5Y5S|-TkW1REiG9Nk| zw7(xPoge#@)=)1e#|2;~JDJe1Y=+RsS}5k8Z?`Ll=^HTe`qy*l9%`H`&qGoRll{Sr z-Z`q4@~mV)&4Ee`l`z3lGh12Bbr=qAA)(hZU1{=If_x2y@wH^-fS3$pAnD~4F`(BC z!Cj#3sd5#TS3_<10+=5(qnkF*eZ#xJ&);(gc-f=Bz!2xBLeA4f7Zr4o=>!Ek-9#95 zCCB@sfC*Zc_oBy7wXob|@+49;4FFW`LbOd;J#|-y)u{5L1iCk&IxYkob}5OJoGKxK z+&E09iw2v!+28JHI~pS=sIrbI>+%Mg+*~k~0?_N?iGTp=JW8NYfw*J->kkZ37Nx=f zHL))HYGm2f=_JkpaV|+%wXz4u#aO4uXI25u?<(8mGxveYA7MP*b}cwz|H0y#70(3_DVi}? zyH(9(N}?)7hNqf8+#7|psuoVnp!Nr{ak$CW=^NA42y_?TOhoR1NOXpt%|W;zCXOft zJhp3wx2!7HSkGeu;)R)n{LJSvA(giQG{CXSEsXH%o4QZ(%7AZf4k=gm=6VeWMxqph zDn@D!mmK!$!=O4U>}@E-VXX<$`7=`MXMP=jZ_)%+V?NfXc!UTSj@oAMD)mwC&_OIL zOFKbJt!JG2KVAfOaY_2$&0op7ZwLKRrPoBtqMR7sX19AaNoo~t@aG_&h?n|&)3vYE zf2jiPvuX8=@XzKCu60G^FR$T~ ztBhovEokF)HCG;Wi3!9#_Ixt8Z6nO*60Yzw@7BZ9$Di4DAXoXjC!6UxZ1=vvbZ6Obr0Gt0SiuIR9$j&rV^xE+o=*%&QYIYvdHK9r}c(X5hBsK7-rs zb(}B&;RE3kOzsltu~M2(A;w`w2n(8^0c)S%O!?bwNkBKeKk{NL zfI*m~>WJjC!5hW=gsO=AN#1E2E}s2j zxp2oN!F%R$nsQNSJ6F*AFNR>LF)Gh+F>e9pU%8!4W*q$C`{<)3(#vqP26mIz9@a7V z#^s*RUYmUxdb|VBv&(vs-j+#UIqsdDXcRcZ z2UySk(qk%0Z|>|{b(Ad~B^P8@2`50a5nO5`qSR5ECI=iL~a zO`Ki+NY6d)&!TAj(5d<>mkG3(g_OJ^C^=7Pm!tclV*scasuCT2wS|uDDQ6MJDRa3; znFapkJIuLHbJ}(GU^4P7WR)vN7vz_DqW}*zP&|K#EI+sovAW3MTSaTU&&ZI^Ia%fT zo}2tJGL2+e1iVO2ftpJAlb+j`{K#C-p1bQ2tPU+T{>p8#rY2i;?cIXFg;t)0psj%w&yz3t7|1jb`$i5?riXBj+j+T=9DLV9%8ExxGq1mzqYw@a#8AA z8~8!|##Cn=K{jzPv!<)GmCh&Exc7^E1zz8XBcM-osa3!KMFX?htl7AKyLZi}nnxS6 z#M?(xjZu!HxY@Ru_n><>K3j+lufc9_sDC7vV)F2c zl|91@)#)OWKVtHoDg3N@yY{vk0PUudC;2qU^z|La=1=Fx*BcpYLb|#J#C$5Lk$NTT z3=t%~v@rGTfwx4dHg zImR3WFPSk65Nn7;F%zwRpOJL(_4T|GfD}4&!CbRC@`>15-$plxgkO|7l^ep7R4X6T=)J zDI8iEC>EuI7rZfT$#%9x50O)4GxU}u?5|dHhPR4EUShkxhNz_}u;< zBPb-+k6tdGng89@X-VfU)M{nRSkB9da`k{eJx%e`>c=&yE0msQO>f`HM&pVR!N1k# zb}GdU<8k~lNbTw1A2&?%6N6Jy;z8@vjc|ne0p9oiy5zz4u%oUXo9_}d7k@@-%opP4 z!iV_(UOgkJ_b)3V`Yy&;9s&lcF5b(DfM&nmc zGuD_qe(7(2Xu7{GU-hK}D5i%>WK}+U{#0@MraSMcRw%2rWQ%S2LqSaNcHa%yLC`do4*CBn<* zN+JAzMtEOg3$50)4|GLqU=q`}w{#Kb))MWAMou{QiUUI>9ViOo1&)W`>43}ld-4S8 zOiyZzB}S{@R5)>ZNA4p1$pD%lj3^DDx;1@3U)44qRZ!z$iuA4SfbYh+aJviN-sOMo z1(gxx{V9S@qWBX-d@1vDrBL0bxC{+XjhbqJ{iK-`2jaG%)II$xpJQB_L4xnlD(znI z5BhBSLD_!eSt}a|<_YDAA+>l*10HZ@NW2NHt-vXj@&hiT)QYr*Im*_YvFmy!z?S2& z64HG}>2EjT&a+udHovIOFb5HPs8oC^_sK}@jf1L7hEvODH(^TdI3f!vsF)olf*w`GLK1D}q(G>_lfe&G#P~Zk8<7Y5|HUPsF67Dz<0Ab9j z()Qz~G4koMtFdyoGe|8&A=|NjTKy!mK0lt`)BrpYy__*2NUW?ATw>sTILBQMLU{Ef z-jnbpl?GmnURqtO5O1`lXm*waEH>P*E|C?z0#gX)g(~abr_HkwvXR3&H0*Pyq-Y-< zY7};HJqT8#f@)CYB5DSdD+Jyu2Ke{^P+~a0o#d#U5|q^^FCC1zNF~f%X_8)J_j2B` zod!*}8ri(U`j|led@66-)v9UfM%Kba`yTMy?G|5r|Ry_PnY-1?T|!c3?PlfcjQzHkpVT*c2F>&tO~ybhwL|`U{h1)Ux~GNxFcd z7RP+3^m8w#c`k2o3zlv_4K2(I4oH3Lj{l}FsU+c0(g2bTI$na(k;6qD3 z)?J6iaNp2r3{PBHn@7=j55`lWXnRlS1Hmyi*IY5dxDBK}7GHuUmRB*xaiw@Z<<1yx z2fffWlJrbPfmOdSawv*wyGdB#m#bN({8$j_fI#H=6 z*9)+h@48lZPo&K#sTwLcMKV>rW4~zwDX;_<Z>|shGQ3x>xI1HtK z;xFKU$$i=fN=|j_O$;ifQcF)niYhoI6aaOSoh_{DzbQM5dbn4P_*m4$JRXFn0*FOG zo+Sg_V3_BL+3mPlv3#D&sF`42hgHqaQcCG5su z7w0X$(dxm!R4%`QM`ov3SX^@LPQj0;%?ZEXmJDV)sII=L5qQDv9S||}Qtme2eA?=d z2e8d8QJ8g#zTWLx5TIRLh!tzMUK0w>(CHUu$Gmr|foe&gmy6r@q#tg|Cb-lto}k&9 zL33Igck!$~OVX+Y_m6yC(&Nkhrte)|poFUUlk~Gh+I=0T-vggLb1+t!+$`T}iATw; z-4`DL;?L%YNeR43_m62Y`6gcnV$RG8x%P(f-3V^F==S=N zP2m)rCLqSPL};3zHG`19rRK7%#ah?1=Y0*_ACnFUk9$&Ob3a;ovFtU?!1Gg^9W5L|i>ddhw#&hMo55 z%jA3-@&u_!m3Bho-Q}w|`9)EA;bSwmi3x9|@wtM|+0h1Nclimn#ewv?aedRz;(eGB zi#?)&+Z!UeA3LpnQa_#mHq$f!EF4fDp9&TlV9Zq zK5!<@cna z8LYkih{=*EQ6+R~1PV&e_98Gzblqslcs2S-lZ(eZe<`bs@%$&P!o1pyB~bIxl$gC0 z*HnjL23~U4)r+s9bm)t&C|LXD`NLFoZ+8xeYwn0zJl@mx31h%C6jo^ z>Sb{Wee;s$YYC70-VA;iDX2Oy*EE7$8@vQU@HdQ68c&shRCjtmT^&ohoHKKH!?xw2 z>~N)4?=3+VnNP-l`^l9XWSD6M z*7N&)+{y+BmF|WmNol+?tt)&tY(ANX46eABx!op|U*P-jZG9GHr1G+_#{OR~+15ja z-Z=l7efTIUJMdKby0N5%<-PLD_vBW68GGC<+iB#&+JFp4uzII4f5RA4|LPR4_2+LE ztTK%Hh0ekiWXDo$kS9|^Q||)LEc?Ns;X)$}QnOD^la&J1a&0#%aBnxfwoaeFh2I$a z`F%0g>GLhq`T!aHptg+J`Fn`wFT!ub`(bHrH#HpZmwP69?7?k=Br*$BMV0O!xP#+r zHzn++NB)x1kbyb&IwAKQ`bzKKPY82p&0zI%s)MW~t4YgX1u^Z~0a;_`I_kcIks9A- z8f9)B@q}AOwtrPnxNW;%D%m&qRJ=80JR(tHRk~%%`#+lOShG6&#WEEJ`@{Z(b`_qt zLJUHz4BcIdJZe(aOiVwWYGq!Bw*@3~RlT?~{#xJ7(?2euHGvY^J%{H7Cd4BI75NKH zW$(dg0e2*16o+)aw+2>lH(0%m=MF7tm5rUEyT@#i>8}vg`qU4FU`(^t%MRofaMW8h z*m0_hjIUH#8#1|2zV@1Tjct|Y>V~+lvG+Gy-rY9iS4pxY;4F@(#*NN42hCL8DSUhL zS?JVH=2BGIO}^bQ%Vn|?A+zpUB{O;<>)izR03AwD;5-e0yMEsd)7X~3cr)tqnq**4qQ*Ksn3CL$ z=iPezJV<%z-v;NAXM;mqB1_Si4wL*I_KI)y*iUdqnWJwyKrVU{IJ9a#DDKbB(1^*2 zOBoR1>$$LR4j*vMkel*U0AvxecjP>vVxBQ#{T+!liHtZMN zRcMgQW4H96=~T#HM|g{7itLv>6hnk)oBw3b>h;Dkm%YDxN}gLHwbIG67Y0}jc>|b2O=?0 z6JbS-OT(MD3~}7AOg9Zgm&axmhoqljPv55IN~aF00Ohx$eL+H9u3qv(n^B%Whb*+L3KbKeG(3vvPE!UaIR68b#5IbgBlyhYkNx}Md}L!=W#6Zvb*8L zl(uO(q1WAhq)zFAe{cte$eQEML&%7-%rn?mDx7vFR%F^Jh41s2tU=3F_K3<_QLl*VdJC&Oe3xM1}*4d^`F>LB|;kkQC# zAKGg*&k#sr*Kwa7;=>3l-(Pbn6DibnC1-Cc#mWOF;&l~KgeTOVj{8Uedr2OS=fi|l zjd!l3fzC7dFi%c6YKs4|+B1o&4Rfjq^=$^w=k%Y}X)BlqOy`~sg9I8G6_x{qKj*Ojp-KjFHf zRTE`tnT2izJ>1X}&~1VdzC&car3~Bw`CZewYNlgqQOTCvfdXh5)H=JU z93%t5Y({)O9Ls$^eS!5h6?MKsVs)z-5g~wYiwMg~6T|1(**qM>t>7e*<(*EWyEzvP z*5Leu8pexiKRR`)-hi0{8opT~qV2K`*bQ1~-I{DX3PxD(yn!_pm^WCW?E;H5{MAf2 zHSP?`tJ!AP#F@VCzKe__91~r_-GPSQPOWsmVrZCZ{tx2)Q_<9h^m~M!h5P(f=sR;Z2=cSfhOzPf0b^kxZVY{~+FfL%iP>mR~Cn+d`RdSJUZ>!%g%R{~+FEbfLAH z`3lh;{9&2d@cg$=zbq`*tcZN7*M3`AO3%e()(zs+RX#UIxZ!s0Au0EFcl21u7#e*( z_?~a>EBGcLbpvpX=dI07bhGEH??;bXS7FPhv~;qOdjUJ|_bT#T1Jt$m$!9ryMYB3 zM{EUm-ZhDG77Yy^1fKa|o9%U`=nbuzMf0kOhsqc=k%m|Q*|SGuaeSj$ji&``$YbLH z-En)q3;vwI1^Ct5y^Cd`U#prQqxutih-s%kYn8ZLYT{WQ<oaZ9b} zhZ=qnl?^!%KG(LsDHe(-G&!=_Q0ZW}5%FNzY5IL-ccO@Uu#taq zD^rmEj8Z_XS~%t?zO!vq>$-DeYv~YQt$yynjZh$dc<-mM*m1wCP;6>)c`PRpoSK>D zNa8tgChB=hTyQWXRbFosg$(R+Q@^jj#H40_8xg*D_K+b z`Sa?#Uo;F|99N9bcBPt(2^90x0bg3fg-tIP7vH4-UGl(x`>%_^5l~{uh(cm%@kj*AU^81MC+e(v^Qshc^Vkq(gSYtRED$B zCK^N#7n8k2_Dsv(m|OY%U80#Dsxqa;Lg*AKb}g4G7cv@*SK z%F;?KjfuQHR-TgK=(7cMCZ1K!aEUafUMJeJxAAyPXRS@vsr>m|d(q|d^e7H0x+9Ng zz$-ICP}a&4^Vow+Go2qcb?H-wY{w>@SgGC`Vj2Hxp4}~1zkBl67goitvX?Uw{;-vu zj*GyzN3h3?^*h&N?hx2GvK7hx`4RO@;CJ&weKbFBP(vOX|Go6tZ9SZqNe8xgGpF_e zhr|vtYI3;Y?DU{-L4jfF#r%v{$H^aj{B`A%RVU8p-WIoQqP6sypgdBbI_#T6pGpBa z=#R4-8=J-?Rr6_l-RdT^SWGdT;si!zkt@~ub~#&JO0l5RSWEExkaoYey=Pe+_M;_$ zO=j4cwY?Y4B@CvPdBZ1nTRa?tpog#0H(qm3sNFBLnNslRk1@F)S6D16Bj~5k7Gd}N z?9!cYBH^a$M9EI;R)-y$e65|~FP#b~d1;;R=6~f7M4}ZOeW35uM`Y<5<$ttq*C3`I ztuaPZIY?EOcMLfAUYj4KQ&`nKxBZ`kcuuN!Ux#65KN0HXuve$d(~ zymgpVJOV7s^&pcBD{ENC*KC>dTF-+*h|EG+B-k8KhhRyWl zs%td4iEW$D!@<;=|bpkK>?O0*kI5nw&i4;WD*re`F zSx08E>7CF&Ff8SMw;u~*cOkQxo?Uc2=^~hB)#g?ct6Eg(L7FbDX04OfUPv{kJ_Pl?ODm_961&0WJfFHD*dn$12WqcJ z$ws9dn)|}K#%pT3dXnZkhAct0>~LFaoO=t#U47acNt@A|4=-2X{!Agejx<=S*#txb zMFo8E6*bYRFCW7$Zz<1Kty3iY#29-TQ zz^BxDW^vZ?dJ1RY>_oiVcAcQEeCCOgfTCrz4KdrXlAozx^9bc<(C7N1&*iNR{7kUt z!&o-<-+fGu9Lsm4Tc$wX{ZlV!-Xw@|(~xqDszw=rOCWR%x>^&n400emy}ZHrtqudaIg?I6{_-ysO38EafjBsivx{D8Ui5##uBnTd;DzdMCTUtXJOuKyeUho zRt?U=k=h$Zk0#^nR`ONtyg39{$f?4d_rJonf^0Y@GG#aOrF117rf~*6CeTDv@+RH^ zDGCQ*+mg8%bO}f(ZfhFFIm}n7Y**I`mgxcYFyzU9Rg$hutqPKT1hHY8(m2j3l1Ey8 zo=tA`)X$W(}lb`5@i(E;yh! z?}N8+HXchQS=7@?)C>krj~80ty#L~K+EvE=;3CVA@aI>}qz?5^Coub}3>)fFA1fn) zgCvVhq^7rJ>H)VU4Yz7viLVQydnsQcKhs{Y_(LB0T<{e?H&8;q8udJ!b&d@6Xa76N zdcqB!E)=?_6!(N!AfZ<>8eVeUrBbg4*ixktHEfb3%KNTM^L&SyK!MMtnzBky5oT=3 zWHJmDqb(PnKcS<311o%3VJf|b`Z7?hpj>p9-Muwg!gik5%^({B_F-8ow@X!ya~B!D z%dO^FFSXEarZ+6{o*1kB4a_h@W;&_1*()`fFi8_JA3Y&m=|+#9xNgs-=~h}aXvI7{ z(X3i7YHqc&63$4eBuREbl2=0Dz);r%2k!oQ(u%tOOr~RX-s)n(9nnVKLFH*6&*(?) zhi~G(i3qIsyS|OfDipz2c33_FZne z(RcNS#(+0AkMvrsuc^z;D z#iB8joM!ASv{#X+w0b6A`}{Sbl_$?0?Lfr!9>QitLiBbDh zEfN5Etph&*i4%P>hAqORDly;GK7j8>s5Yoe zydL~jom0e)bG9Ga!U>4f>Jp&GUTF^#a^z)=ZD4# z{uQ2}f=_%#?97y@Uct66(k_|eR7tyWmaE1ay+&g+VNwIx_vbm>aJWap_TwaXN(Va3dZ= zCpvy6-zbKm=~Zq9kK>q<<`0?biK-Sa$yp|=_XQlmdp84DZQiwa2!uUoEi^81W$^X- z);&i&|9)dHP2qyYy?~*p|D0N8^2`Wjr~Q-c<~Qwe7Vd|VuA)~t*5Z`ZGA38r_*V31 z25z20hNwJZ32D{@2#}wBmMgG2J^fDU;o{flkJ;eG{SLo3`%JH~dK|5<1$8m}sb!8t z&H1+*{o3ri0mVM4qHOjBV=I>^wM=h7QFDo8-S>AU7s4yXcohym(QI#tUNiPC;R0+Z z)wpx6qsxy1)QM>b=um_4yQe7D6?S*x4!#mPJx4rM(j|cI*xZejy|)h9)NS;!Dg5w5 zXf*nk0QBVL(>c_TT8KKDzMkey5Am#<4pOQ(iDEF;^061yGr(zo3q z^oquQ_`ec6!T3Xi2BoTvrg?{V%^|{Wk(5)rvD(Pcmhe(7i$Oh|Ux6LOX+$sT4L$oG ztTSp0#QnartN)F4Z(}%R6kvObk%yiUO)X#)JqG|1ygnYSNELZTNrZb&n)dgdUBQHa zk)rl?(rt8zJ2D!2)VPp5aPVi?zDn2CQjPg9qbei$OOhySE}W zqJk`!r~&Ulg4un>9YY!qJN27aHS%yC`5}mB3b?*x3~^CY;VhTiQEdG*+XR)`v|gqO zFvD(N{mI~!7U0d+HLn-A^rST_$f2grvEh=JGCa_L+TCU#30^z_U-WWkT(hKK)HTIr zzQ$NO0|PKxX*zlyo&9WOZ8n!% zI@hdP$)0XwnM)scr8(Gxnh{RLjbUc9<kxIg)tXB(37o~kI>!+xt=x`u<8u_@rvFE7`wVSoo&PitZW^)*jmUEb~&1U>au zq$BAITuvwQ7BO)Q5^yO+-hOI;R!>0#4VW_bHyqFX0cI`}%sxMBRvS`i02H+4Fw*JO z*Ig|g+)PWe4Kfo_is>EDi=LQEPjZbT{!}I$(i(4$rf2azZ4%tv)E-stSY0gsaXcIH=h2{h&q7 z*TK8J(V|tRfgBNv%Ss9}7UCiB{b}1ixJ?7@4pLa1r_WiF=}P&r;ix2`r@KU>)dAcB zXYaQBTF~^e^`47XjVm=_t}dk=9>0$~KHWb4>o&dY*AMakmGT__C{~<66NwMfl&*D( z%EFf6==T(VW)e%caS74{OIdOMskDMnmASc*k5m8FdhZHf#9G@Jg1A=DN(Omky3x$m-JT9F|7tJPdpqF$L{XynnUIouXYC zF*`k32K4dgTV%^b?@>+5T~*z1dI7R^2809LiUQ6UmwSYrVNOr6IeU*mYfzLm@{OC{ zO36@)IAsJNztO>ykc-kqvD;sHQDngvh0X|^dQtj`tK!knkZ;sk$q|c+2kg2!;xSCv z59gs@vl-;KHKv&|P^W$(Wm{C{xC`@XOc8Xlf71*j%Tr9BnCereZ?F4gV%`s|)joU9 z*dT0lkP&fhXdsgrAA$38q3P3y4s@A2nbw!;ZPcm{w8v*$Eh-vBe3fPk7>l?0abfp~ z7!k-;olp-nM+)R|bKHC`jSKo9M4yXjbe7X@>8%_M;RF~~NXZLLnjXv68tepDS;(ZY zzPL6!dK*b~Q%;&W`8zmD@YXToEJ@b{RpoII7Q)7Wa+)^#b3Kc+du0rb3TzC7J(@{MFelpZ?RW?M zdfTBUN`9x1_}Il@z}jfmk|eThKf3!$`1NQJDBaFppmZa z9`l|?WJZ<@u;6v|jGutX!iNI^hW7_Yp_f(h1%qE6kQzsfU=`%Qg!NPh=g9gRAZ$bI z^rv@=^STmE4=bq>bnT8C^JMZaPWqg~&WHW%0JDJ&FX0PGFX}MiM&w=Xw)G`#SF?WM znnulJMf*L%#DG3%kLuX9@^Fyr&Ihc-YPvB@+R#$~UpVUIB4Q%(Jn+_O7bJc9hcbgo z-YEvyI?j8D8LEvz-|Bc*Vo`k#-E&W(+CI+A%ejFh+iu)e=yoaY`pFW1#pS^YApeQS z5D!<0*~1sx`;~8dtXc8i?CE(`WKg|=$K!Pzi!?hU7|cU`)tEGe!v zl`#eb-u5_1!lyf}(+91y&xO9lKh`bW*00ro?o7_-R66~q9N)1~@MN^CVl?Bw6r|yzeQS)`}fz<+0~xiOk6UE8&s~ z3%`}CBlymLGiBnNzL`qURK<{XBu-r?^>67mQ;B}m1p2?~r`r*)+k${EhCIA$M=@nK zK3cxIW1RGQrA=)zX>8w=z)Aw91|7+%6U}xZ-3P?QdAI2Lrg~ zIXGn6Q(n0gmA?*s)oa7;Sk>BT@CBF9d0ij7FzDbeJNM=JcV`vGlH7wxrNT7T>+8R3 znd6cEXz2s`z=58qL*%dHyS<=D$~?mG^YA~l%;j1uN-eW#{pO!qX4-V%MORtw-l$4N z2^KbhY>X>Xp6}^#G;)F+A};oJ$re~AasF%|_drwt{36q&cu!A=kWvi&Owcb$X1VDf zzPsq9Y`Ae*PF%ECPhsp87BCt=8}@4$L7tuKIVG#mgm?*(A-AveMo}axD+z2G z`C*r+oi70WogoP~=aT5P+ehP>_OWJrz$Kv z(sn33Sb_6QvI66Obu!}yRnCF1&V3e+IVPlK-%^}T)(o5(ZM97uK~M;K#36`Bf&_Em zJo|98hfcS+gReHcWW#f^4xV9&<&4w4jrSNFa;V2@Uf$De=7cwQ!UraOV^@&PxQqv@ znyC~=3J^1}pCmn<(K4k=Ba*3glwrE;>V(PKopNkFNcx-)lRiY;K7tQhLRKpTy{)oW z88YPpZ1RclahFt|cGp&{qrwraa|y6u?PI-c+yT*LIE#Y<2=AAT+;Tv3Hhj-IeZ)j{ zMrqV}PRXKuL#!(_?$$uddL%%wg%IK_91RQsaOMxfLxtg}4)#s1}FnuuR=(X9cuD)?+MZF{%(jGGN%-Y7-_m za8X-XBAnaLW6*qm5^=nOs?5Xj&%j><+iHp$MtTs1b-HXt z-p|KU`XcH5CYL9CWOKD*f>fRM3!Y3OJD~t}4Bz~wtbM&8cF?vLj;GAfX@T!W#}MEpX;rX@FRSpgsiGE=>Z1w(#GpAZ z6Gtf4egA~itQ!*4R25rV$B{jLlJxpG z>Cs#o2bD8*fFCIbvV}%iH%Lwig61mKV&mbugW^)~>MI3mRV03e)Jg+-)a-GlN>Eme z1hlvYOdpe63POX;RPDr&#|}$o!{} z`47{o1;+bfdkMKWSE!PXzHSssIROu>X8H0n6qYy*~ZUPqario;lZ>;ylM9n0PHS9+tE;Zxis+ekI+$&(ZtIUP zcX7C2(l0kAx)OY^)!`h`y62!iQ~bQN`PopLo-HLn1R#|acx$i)p*1LR0qeBq_Pm9i zDMOsO6|>6K`|OQPbBH&y)0#BB?#z^#CdAlqkg#61p=l1I{=`@S8`QMDi}xs)96LuF ze=j-NST*R<%EVVLpk#$e*z-?|yRyTBNzXn9+^yufG_FUPNx0_BUA3ssmX9>uThn>$ zZx%1zrNQVk8vX$BK8SRd_l^HZrsiAy(}_C%A+kikK^%Je9j|xP z70?Uq1l@33)qyFXsIGz~vhJ9g%!rLu4SWu$eX*g5fBw+>qlKrlLxuib?k>(^Sb-nJ z!~Vap_m)v@F8-P}E~TXeg1ftg1P!i%ph1Fb&>HUUF2Mp6cUoGsSOu3-+^e`0N^xi@ z4DH_kIp>vmXU=)gtTi8YzUN!kdU8M4{kv|5!ODpGWwmR8tV)0qEy@`$O2PN`DDB8k!cHSf z5(Frw8cHt}g()Pm<$$x{#!MA_&zfuD;kVptRRhenb2kyXr%{O4;dGl0o9_-7-^Hi# zjtqL;(jN-)7NKvpc7R7#-cb^B&O0J16LQwpNpKearL~88ugdW1+eC98|GL)0N|}M{ zlX@-!h?{VH^_wKu=j^0(t9Nu|p41fxOK-Dp@NDxgExUVwh@(D&dE>+3Rg%lMIk-O`0mkchY}> zZnSOXLaRJS{HEaw@OCL_T}{FLJL>1m%+xf`60*L0mxPGkU?e-eL>m@s-Y%vd{p$uR zr_Gci4-~!sEahgzR8t*MDd8ILJjdz<9OX}C{v^%d*d+84hA6D8Y zi(f4U6gnLhErX%EcJx0NhICpRbKdPb%KTiMNcpe8cJuFYzgh84TTUI`yOm6rpx@7C zd}G8U6}mBECPfI;k&NG-`WOja#}boT*C0hciq!84IJqtvZadBKh*p8Jaz8u&ONohE zC2`S@G}g(9cSQw@td4oksirMG$x^&gV)nYw|E0vlskiuDz1*_+qr}|FVV96y>z8It zFt8{sD2`@CCG);ZWXE9~Y=$pS1l)F=?=}6M;_N?5`D&T~VXxFf$TKyfNcou_OJ9P2 zr?{A#>$*F?`abk@X#GxcqicWm4uoX=uNi(TF_Duudk6N}Q@ekZm^g>}i-UTF+i50J zQB3iBgR1e@2DpfpLU?k5D6mv>7$(N?O(SNsmbKzCyN71s#aCgDW8Ffo(&3~;E&B&v zvU7<{wAaPc>h-*LuQfH~3)fe>9Bu!V;;Mf9NpXFQQZ-jvw!RBpkGyDBu3sT{O+5M) zLz0^LZ#M1=hd5Ca;WtjKn+N`{r&uS{L#T;-%QHgS2Sd8g_}n}~Y)f>% zDuqhe2L9f-!wCoXfK~?)^;Nug3_R3SLjJoClN39sy^NBH)$hiKdH9zP6BItK9wiv* zWk4SB5ZmX*hpDg?j*k;Te=f37N`48VG+O}XJDK)7v0@rR&n5V7IGw9Ejnok0hSOO| zKC)Sk^2v=gafrGJbRp-lVgJ)Ww;~=hHYa=g?EW4Es?`Klo0POwhK4oA+d3ww_0nyi zrHIePhVa-K)gcu=Zh0GqDv=35Kbfn@M2K<_Knc;KlE9_Gm)Q)p0rQ%aiCW`obu2i1 zIdOXJsYllUnJIA&=1{E02Z)!6rm!JDmdjsO!s&Ck$OL*X>Jxxxng4okAzkAceJOHwnv#LeFW+n|1 zrX+95k3a~J+|h=Zn5qq=B@hFtj8qe=vJZzOKBS~oT`*Y6gy<~0m_}Hni=nv~IYFxHG%9-Ch{p)Nk zn4|Ry(fY7B_EwEd0g80VNFn+e-&#+oUp08}B=b&`jC^-8z*gqn8koOTpc<7b>W$WA zXS{3x%9aR-x(ATIpmSK%Fwc@=!j@0N&Kww0D%e27RXItzc}ejM30%@L{6*+MvZo7F zIqVRD3#B?%ue-xZ$U`|RUinuiI^50vh3xQv8i-5#uBB;djhL#bzZpY=4bEsi_t?$)#-GZ@c zFcn#eZ}7-#EGtkykelnJH+0ZGildDJW~VuZ5@$UoTNCN+%a^=><6dx7a21?@ScC}_ z;LC88oAybjG>%gtkAI3QO8b#|z$Z zl%^7sFj@m!vX!1M%V%ux3Y(MtFbi=7=RU^J(EG^EV@hn@rQA?%dCgoSk`RJCswXsA zO{OeetR{lBMr@p>y^?l~EtZx|Xgv&~ zo+GGQe9~zBkQklZgvON;1#M|6?a*G;urhn44=B@bwaJ>8QNdVk7@p7bv#V5z;U;ae zr(UjSWY1M+54(ph(du^4M6MedO&j6D67JDamA7)erolY6gYb)+jkeTO0~l+wm_Jff zH?~ncNl(JgtbD;MR^=&M6)m;Zr*zqy{IjCU3}M@MWUVm*NeHK;&#qSBFnf-u@is#O z&5SPnvegXL1p9-K%FZypdqV#H1U0!!I~jZUH9_JQb7m0D;fzDRXU})2{cef(sJNju z%J=%^PF&+{0c2RL7kI=tSXfvBa4bSBA8b#oi0l8shv*s$8}FY^=0Baxe>$1e|2^FO z5vp*X+*^oy_&eMg-OxH5_p#r!PN-v3_it6^#Z+1BzrtP4>rWXsLKVD#%?@?hA75Jo zIi|lEkobjRGx1XT>zYK*p=bJp)jDS5)SXsOa&l8g*_Pu;dXRKUWDsmRysqUH6Cxi-E^<@6HEUfW@ z2dF=lRB?2hoaAqcc5cMIapEKqC&#LzQW= zbXigq&})L48}T~sd!-;<;)HU~V8{1$VNhyaE_;>)0OLG_)-tz-tANvBSAgIQmCsDf zIGt}>Qe3?_?))Iw7*d`}W&I?Yh-=EOfc-MfX>xd+fFIK}q{xMqj~WY==I*Q@CU;ln zu;I$_g~I9dT)q+C=4h&HzzzBui@E*93uFwGvRadu1Wu@vwyS1j>IZ33Sodx@Wx(kk zhHS>$r|0=xH)v93 z_iU~6kbCk@-r7&Y8ic~o(Qm!OYo{*ML+1$_@?I?T47P?%mC4%^>8Cl-IYDBo?r^f| zKr*!9R25pWqZJ{e8pGwBV`}V;+;DBAY&dGjsnHS+6j@pEoJ=X7 z<8$!OasQMTJ*7dTjVGNjDU#!U`l-7h_GW%W?DmX4=$72ef)oT6KSfl?13nAOq65&- zh|UcJ_2hx`oOpErv(|L=#_S7K>dJ4~OTwl$W@~#AzY4QXt1p?psDGAR zq>Aq+V^TWpl59z2HTbhR8kFI`Jqp(+-)8Y*6N#)D{X(<9G{e*LqGd;R{QK#9@_8Xa zyY>>^Z?!q?pP!SyFqql18y%r2T=E2YdJnn0SyQfNBg@lcEcKL+ZL{nc6xRei4lL$H z$J)qr8o@H%bYOpJx2fy?xD z>eC=gFnjL;&C!EiKOvCY#321bea_4Dy~kU-U9V4#o^|T>XU#B4>YI^12?y-39kaA+ z*GqkK-}K}Os+O5Mm5AMGwRJ*m?Rx&PvDN2v2Xg8uT$jAK%`dOsvVf1L;DU90d1(W!UX6q3y zjaraas>0}u_VNxMgV`qB;cs8Ta|T)bWo4sj8u>g=g#l~9>U;OiXN@w5PE;Bz+}(1x zx;PmB_G8A3olvVXeZ}S7LR|G%CLT^4{^iGPczv^Dp3Z=pn7cary<^Vt%x}rlsPN^Z zzx z@48Ayp6Md^gOl68!rkDH;aB78Y>gb>hH8xD$J2W)?pEZ$Zhnv5A-Db*GKY@*ZXn$V ze%S4sJ-cP^zxV9)JsofM?9v0O|Jt+5Fo2;$x&}jTHp~leIGs}HSA)<+iO~8pP5@09 z*v_F|Ka6^cc}*hhOgUu#uf2nCAI62Sbnic$j#d6IPDgdFueK!uKMS1)`TVf+8D`b5 zd%+OO%JkRRfman3wW{TNCssiRp%03`IbE9 zm2h{ncDE@WLp(2gMFsmlYbUR4@WvN%uqhTNZg;Ot(wf4hC`+~n7u*eDAu)kKV_r%5y@XJ1lvxJ3(4ilc_Ft|DF;Hx1%0S9$HgPDhRoQFLu9mx*<} zr`K!bvX%UJ%8Y6=xz^6`R-e;bWwcruI=j;O*-?5k%60_LN+F(wi(I`0SIfLy-*8G@ z#)U&oi7(6qc<60t9+li$Z2{#)w?)Xv1CV^!&=*^BcKuWuj%nca^omFqOgD4elo^lc zJ&JhF$}+jjTtt5d*jSyiA*8%`zP!B}9*+8eFSNTlBVapcx6SAMwZr4uL&411EHn4KcvF^2wB&-M zQcwls04;xmlSQsyFK(kFJEfsDCt=tS{+%U){0~Xh-6VrlF zJZ8>o(Hxh=Of1V5+`Qa_$X`K{WiDv9R4hI&U7WTO{(WiL<MjDku{>r%qN|`kgLNE47A)C zuU*XA79eu-Da{A@i+JUoj?TWcGJ=|X&;zSLBXj#Iz9DDZLN6wh1B0tv@UUrGYYQa9 zCrzTnBpOp*Xj@8$qfC2I^w==V<`!T*7ijg&KkcPm?z^}$he>s(Ti&}z=`wVsrgQc~ zM8^7M3dX!L-mX-_Dwun$utwsFF)uw5jT+0MN- za4U!E^p}ADy8GR=`V87smS-Ay_IX~XJ!u>7_B}KkSm10c3Kgu$elyd^OOU5Rg~&r* zyxWNbY~`=cYocPp0VPjL#Q|q~6mFTam?~c%A8=K?argum^dD0TPDJyE3 ztr}s_RWI8i%ck-^P%kQ+md2avT!vv}Cr%uf^^&1f^}6J)1kPk3LC#j@war@*!kN29 z#lBK>b3&em^!g<8Th9keZi7UjBe#2b=!R&|L(v=gX>iKNr=L8>gF1 znqHvEMoy~(!9zyh4>In1zYK&xnvoQ$V@<4^)uiMPb)}8V%%EUXL9%_lTodH9ZlZw;h~qsarRQc+6^P+Q%lRjfG>$ZjocE z9_gdQ{%Fl{e@OFn9E~cAnq`?h<8hJKz(bIT1zH5NG(+1u>vvX=a$>bOKd#N`VQN_T zohVQz&7nn?40$FiM`z^AvqwLhYv|6Tkod*rb#YHLK zr+v3=NZBcF{$b3e6dhS9ZJANb-5mZ`QgHv$qqYcPdh)a<|0|A*N41+WiK1m##_IQWvTNsGc7RT_VK#?Gs*hk1BZMklNdA ziZKh!+0*N6oH@*YoGIa2TXV!&y}*>b|BDurP)cwIGaVeoe!hOA#a!ln_eYDFyzyI$ z>9>Pyq35+h{vdJSd&^p=blWs*@qXkjO7!+Ip8p*w=15KQlETYDQHNOYs~#<{ zD{cMDW5J92w-$4Oa2oc#`A@bByvcSO(Ph19l|RvgjBgD1Z@icrXEfA*@ZCIa5TTQk zw<4>|6lJu5smP`n?+v~K1l-`eY2PsVA+K5`&x^@mmMy-`My~A_lpM`MC%zPI{}QNB zZ~R`gyScREG?6DHLjJa6k~6^O8GePUs89?28@^-nJn5lfQuO(%Bw`cGeW?Vj%cN!7 zV&RbV|9h_dAlh}(-*Y~gsz(VV$zg3P&&~c@kQwE~7<(pyYr+?}5NrOw-o#vui5Vx* zxQMX|tppe2>t<7k+r|Xk^K`Z7RX}D+5g#i|&ye%yTH8#MpH_(C^*z$^ailFz%=VJM ziqyN0@9@jeFBL)0k_~y%3SlSE%4L_;ZbjOknwj6sBODVg_JPf59fn(cXhw$kq zM-W-~;Y*EHr&=5(QA1##(MWqWc+d4LmocSVy%$8ZpYB~%#^WA1c}`OK3Umdcoyvh& z@sr&_3g6i>L{1vF(Llvj)11nKR5vU@ybyzI{ZVuPVKli)jRDz3>>7s>!G`m4G(>?T z&5Yf#AliPUl)S}0QTHO2cYumvCeeiU<}1*thLG1~tUM=aHsrb8_R?c)MycqW!tlh_ z1&Dq*O%D%)EWYDv8(1>it%1uX=g6oHj8ZY-s5^kEMR0~yNU!1TBFLES(VQ)?R>DMJ)=gq@DxhY3Is@ z7}?uq&#-Q|${btQg%QPEah#|3a#ND-s(`PdN@Wy(lOK?ilTJQcMTAr5vARvopou~N z#B@HZxm)(ys}w(@JiyS_ehDlRVWomeH%X|VIIyYrVhY4YP)dOrsM0puAc!2wgd-=I z86>uYE<-Hepb3w?>bSh7hOeevmmyX$Tp9wQN}w8&XKnX9b1HUS@@m&$Y(+rmn`lBe zjL7L!j|`b^RGPURo+Ugm8W;K>Xy()o$kUT@SxrdTiyJgo1&WgHq*YXk(YA9<@hPuG zqLZ1W(ne@(HWuqDZ$TxHVu$u}8gsVBWfo`bI_PDkC$zO++X{I~5=_M$dl3%Ls_V8< zV74f0Gjy4V(KBJydSq+SxED*OXFO@P)z_MMvwvUAyy16P$Jp6e5m#4N|F87!H@hQZ z(0E?l9Z5vNXEF4=q&Jp~U9&)=p|n4dM$GlYP(#^ZDvNRg1FW%p7|nyIwHR)!c$*_) zKT-f|s(hC(>ACY^xT$KqNFnkTqh@pUWSIt<&vK->X1YqRO!KkkiA@*|9X^nU1uG02 z2d`u5HdgDKFl^{Bxk%#Na#$l40p25Ltgx_l%2}#6BB--{zVp3T22F#Vwx)E3IMDcU?d-qf)tf)vOCxVcuja6lhQb-t9ZI&OE={9d1Rl@68 zd>U**XDLTZI1@E>4qk%BMlhWnp>Yy(53xI{%=}7BUB<~PqCkqC&ttw#W4m(u?Fje{CJuQ6H>6q|qRVJG{0Ic%S zeY5O^6g4|lCuRCi+sm~qavM3;9dwmOHTk9ePcn_^0=ANe##A>H;5hNKG07=&yGcv^ z+fy!LAQ&dO7MrKGq5N>Ls)#bZ6IJJ3Ld4blP|mdUq28_GjX0dAd}Pm3JZ9;g34*c; z-7HKss^8!N5|)drta$Ikk}&vGW;y|?wpCabd>q9;h>g)!By*i}ubF&|jYmTHZmKn* zpr!pcZu*-HMGn~1=~gD9n$Ijfo^pPQGcSqDc67>+DE1`$w$3F;BOFO`I?NrmF-OvQ5nI;b|)^nZeFE$E%zg^rEGlhO^mFGP8v0YtN|6}LLi*G-^J|BGGi`6_o z2HaD3@qY8IOJ?rOpcPkDCZ}&zNJe#lIXp1h7Z)!N}U7AHLs3ZTQ2MQU`!&iYp1iOXHr*E}B>laef0$=L7 z^ve_(4RL3;cR7XB#edO$M2-1+Z<{~mz$znmKrZ+Ap$Rl15B2S=pwDnWR5IM^I0*zL zf6yOrri>T_N{RqEccq-#Nk|Vi^GJIfw8k*==GQ(|v?N?L{6|NuT6E>~`#@2r<|7@u zO5<8wo`zt8lFz!%zP*nX1#Od;mrPiEUNxnCmy)A+sj?Ar z`lC=A?-ABVku5$Rj>J1!sMf;1fxs_s&1*XR)T-|^s3Xd3FFPb5KiBkJh&|`%oj_eX zkMNT*eJo7xxO4bRqY`p5NtC9xDEaw3{9qBx7w|>er{(VQ9ZS};yMA(YANQqgwm)AX zBZsli}B=E#}UatPnN!X6qq_vwU6iyPa|z zttU6n%7~f4@ff|8Cck6k#KAY3LO%Ds$Jh2`3Q`y2b-SaY`=dqn92_qxJv@OX;k!wFCKF?PcN7nFVPVCXy@B>)x(haqe<$cmpi}ukP17*B6cVU2Mgn>O7hdn&~X^rbfroE0{cjs1@+F5;#9Ah zTs!50-ERN%?A^h-R~;dQ?i6QQ*Y#TGd&7v#4i)y|;0T|iuICdoEBmuI)*ZkP zAN`EeXC4%~z1*pnJeM{46s3;8_f&P-L7{Ukw*0PF}RRY`VQN|EO6;)1zF6CxEj_{a3cwed8lYoa7j||vIzB`j_#&!e7H-1 zZEv%}MwWj>zfQoY@v^Dn{N;Uo>rhz%aw?euuF;kTPaZoS^cW+K)M;EP*_=cLzb}^wJv#%9 zOo_ahIP%O2+%Ykt(i=O);Xa|GTG_CrNd1Iq@_3Xlrz+er1OqLB1S9pVm^#J*z|E|$ z{7b(yAJ$&IB(?*iOSj_E1bOM)5{E}}7Pb~SjK#JPFO=MV73Q(N<`=BHPdH|G)xkjn zUL{bb9d)vYr;<1}=st-qZ8SXT8#LCadzw7=?8(CeA@|B*v z$FDhF?p6%fYJ!WI?v8F-(Z=zwlCQ=(FL_7_$4$OSu8zCxDzuaznovelFe-lJR9?zH zb4YIynM139G}`^=hgMDj?mczQ z+W0vd+1WXwr!P6A$@4AY;!KVy!w$}!(kjr^0zzY#Bn{88=}W{A{9sV=EnMG0qmn8p z@2N6>zr}QcTD4Tas#d^`am5=B-;9D9b+|{y18K*?e9^aRBcjfk<&HGh0=q(&QgaSA z+Rg6T)fTpSiP!wGAs6!uv3W-1`YsEn zEeoJolPT5@VOpkbie+ykry}(c2eCnR<^&U|5t2BfJ#3sTQ&dY50*xL%9JW4S57u)W z(CB2yc=*G6%ao42+|-SHZHGQ-goc++4j-|ppX-O&mP$!&Qrjr8oE-%|%wYB?x3ML> z*PI?i7|!_WP@%VkVXA@t!;4^e4|s8&*Mo|Jg-4X$SqKL^m~{bQElPdAKVs&Lp2d@O zD1$LYDbipnQddckJkGmVUvYJkCn%Fq$zI@t7vq92`yC(OX9>1a|!ZS z4aQk#e$Z>AC||Wm+yQfTY$$Vj^rA1AMNDkS4#eml`=cR9%-LT6%}c)(s*1AjpM*f$ zL;)G>d48VW=(t8?B3n1Zu|r}dAwxrR8q_Oj) z37X_7$>bS7(ep}4;^v13(~d;cx=eoNxQ31yYLrXjz%mrofsy6z+`~_{^7_=k_H&9A z4dho1V{=33l20-xtKB^ZxdSn|13%|7N?pbBR5tz8LmFB4Q@K}jZUi-eXcUSZBOy&- z`)f;q0hsoZgE|+*%*F%lfB=ukMe8eUq@(Xk9>_h|bScM4J+-C!idM%iGx{NJbTKVY zeSMt9q6k$3IQqD28=Roa?c#aT)yc_y6%Q1-`;BoBjvvESAdB)Klq#J+g{@+yJ;2QY zrLgbrBrOHdC4g9)lHZN6{7&I;J6a~hAnU0;WGmOQQw&Jp^*~|Ll1SgePBdo@lr699 z7RV;T=kU-TV9e{0iREIf0aP74rL;TNT4WDa>`n{v5Bt6%%XO&U2?YX!H8k2uAhwY1*roB6*C zib-C0o^Ng~M);n;^qnag;%W7L4rL25sI#4hzt>~XLF5pt?Cb8>Um7`}^c=zA`@g_e zKjKC4`>hZy43-$9nPJH;3f1FbNQ9^g%>_f4xLgE=0@hkVKO50243Lz}oTyo14xVV_{sgDJfPIEG)Eg793co4ZdTjKlz zb-S9Go5R}LT6dMhKZ%^s@G~8csP?{_Y=)8_e`?AO`I8|)7 zO!v7>I@n9LqK{J+$CzS0n%Ccq&k%S_S^A?SjgL1oecR2tL5Ve*o`R=9yuXl9mKCGK(vE%|^1q=K`K0K*FSW97@<4w}u7250uAH z`s$ba$)#%_&17Z$kp8}`;XS}92b2BGk>YM_sOp}s>zK+$Y-+y!Oy0KcUh6|62gTEj zr{3*qpWU@a4E4Wg0*IRP)^lrhVaVskjWpPnSg|m_wMI%-8yh?CCc=vP(AX#K%FlSs zlNGTu-S89@%$wB$n>F&AH9MQ(@0)dgHtW&17|663nztASwjlFc%sN{v-nUr&Y_Xwl zwUcReFmH7XY<13Wb?t1u_rCSP&(=ruFFa&kc$vR&rT?c&YFfVYj>|s5vD(ufg{3bR z8Y0jn^fpz8@Ho@z*j;&S%8oEs^x~5B{f= zely{?9OnS5=#O4x_kmQI^oqs+9`Y#WJ7M&SU;UfY-K5jknN-4wXQr`PSLSUDAI7(R z^gDgJK(Fxyww4#YPC006Cm^dr7f>fvMW0SL>x+&q$In?duU(wYiB$hpX{RN7k;{+` zb|L;4^$gbcIcOE%IV}X|PP}8T?%oNltygO^iwgPU0Sfc6ry9r@1SKU)2Hsw-e(LbH zI@1IAb~)l7-1wixjlcDt|0aI1=Prb-v@JXOPbAH&v`@#!UKMSXg_54AWjIv^tU=|q zrMEF|Oh1~m-yU1<=1t2T!LuIt1gDwwan z>k7?v(yiQTdlSPW0#1z_H4ty3JbNwzx|L~laEs<;#;n;gQ9o|47U9Z(t z+*BP7s83mUm#EMg`7+u;$PZz@On4Bh?Be2NZ^QQKrx}kdI=4FZ?q$i8h%Y9^YcfvO zy%dfty#bfc!>(OEI;J3%YTwoStxOj%;nlGR1TZ;}5i4UH9zeYDmI&on6*pgQ`D?|GX61@g(2sHFy&);4 zB}6u8|4`wjcOe$W-zvKh)XnWzCKhn1Yy+SuGP)+$yfx>qGyK2R^PJOuIqGnD_eCSw z*HZwc^lP|194Qj2YFgw~zS?72O97b-w|$mzI2Pq_jE2(}#XAs<9ThF z3~WEE8cOKy7n7Pl_OV;ZY?({+&FuVWce$mvF`Q_9KOwG58q|*St15>Y!7LQYHcvD> z@?5gX4XQ28XmU9HOqPH3=)t++zHF3!y?O1XgE^e#TG}gE1Vqfo%a_jnctFuEsSrTu zL%EOtD7`o^CC;xJn7-F9dx^*5Y{aQAfg|SetLur_i8HKx*`Y()yhJ&hyhpN84=j26 zj%z&KI3vOHSei?LEe9!RT;ZV4IsTV``>nFGZ7NUVdnvubHOwRRI2!8it^KH%dH(Yv zyA##^@q1j3BK^z#*DWm$aGWjeg*Rgu>N}{jAPw-Z4bgVdNsVxmd+$#$<>jUAxw=d9 zLKvEHwd=j*@TMW&su2ga!LM~bB|d73u4|2g2Ylg(pqEP#CXW8)0&GUUm|-FctqR-< zUsH?uO1g(SA3S-_${q9HSTux+-}{>7LT7v%9d+HX3#}190t>`0B)MPXKbj3XgKarp zyd}KP>^3uRGb)EMjI+Fv`VPrgbq%qq0`-aR20v%FPxi86Y9M&3mPem5$xiwHq0S=P zka*;gR}{o1Ng3*@is&dQ({i3$fNi#0{pfsF{}nTz>t;n?@A&en<$0|3e?4v-b{xGC zdA13~)2V|Y=c-Rs2LEkeo#7iP1FNpo8%_wA{3G!PoA-vc!Ok8ES}7K+x36_IhGHwx ziTuA6FSnw8@2hA1-d9gDrXv>n26eK;tGV;@cYjomv#TU8&i zd3ozke^h$GBNp&WTG6dtx8I)5MR8D6P)2f$Qsc z+$r7o#_$4_XBxgbbrKxEd;PcK<)U3~7+7`p^3T3{K6MJ|>dy}kV=kG6Nzdk;{1$dx zM_VES-u!EtA!q%Olqziyc0kcz#nCAf7)3~v`tRas)*r!(iZ9bHVSwOaNGgc_T@Q$- zB(%CJkh#fosZUtHW%bTuC$=GJs{r^hYJ(d&r+28Cw!*1H<_zoK25BEh8Fl z_@d;^nys=LOHixYibR?XLcU^FmUc!v!9H!bO~DMJXFhH6)enLtN#mgk_#mdvX)4=K zX&T4raOF%jVsBWxn*8{B1uigYC|zwdI%LC;m8uq*Vo}D-cXJmGU{qy;o@{|vJ>@2` zlip}R7|Y#Z`T}*!p3sCu@)8dUM@ri<;I%3OS1;J#CN&D)@#J zESwM#asZ4=^+eJr+mt1(OtJC;%4PthC{eV?QcaIbtjT45pjOB}1#%q7*NjZ8Krl_= z=2sbqqa+iejM7TtIoUi-xufZEDOuG_HK1HMAq*$!dz8Qb8=7NjhRI z&ZP-5u7$QZ?6vk~BAP%Ee4(lw484y&RV}2v9GSli@0sS0-KLeu;w9DBwGIGI*(d6B z@XWiI=0j}7Pg8IK2$VGWFR){sWa`i?SMCwRGe{N6y@Hy&P_U$2X<9VBS|Cu9FBNV5 zw)W71#W5o%Dw((~_lYqQp8a@nRgiN{#RM(7yIlUml*0Yk5>T3sc7@0{WJsx1>)O-v zRwzD4mJZtk;yqQ6tJ?j_g@r?OqdcV;<-NKDxzBt$9f83p2SxjyeOhUhzm-$P#V$NrlXs$~qm@`&)=_JM|?2$go@D z+!wH~9S@#sKzEkn%>PfLj9536k&NYrGKS;e|E7%De<&l>|AR7;zaeS(_mmO;hBCs7 z|BEOi=Klc7$oQY5jL3f|Jz>hRSP=@e z3dYU7)NYXoH96X+-A7}+^bG#!?R;3ssx#p$4?UPLht65{{k*_s9SaLeyO)sD)4cUfU~-uese;U=>i8xL)66wZ=+EAK zk`VDhYqIP5Q%~omC1Fgn7==!2Y5wND8n?Bdw@kIZ~uBIcS%`y2*~w~#Rz%p9Zm@2h)QL`4HrN;u{xz{2Yv`y-EK)*E*X zUNsFJ@V~Dk&e=7P!3z*Z^NUst(Dg!?53A$kW;Dgkom$A*jtX4Zbb1~Uj-^i^TxLB< z_dA@gTbGwpBEguos5PZNEu*`klNc*fLd1B^gig8_aM6TO+*6#Fs#d(nVH!NmpVH6Wq?gbcm>_t7tUUB>k|Ebm02rZ_^$MFd+ zuvlMrN@o*1)R=pF`8GhxbZj{-aaPgA!UU~sr`F`z_a5*|wS8h@tEC zx2eiudaFJQjls9s&y5W}EON-amAZI5nH`GSBFNJCkW4d?5m&-HZ`0lrE1k_5viF!a ztAzvtI{Bsts^xOcB~tC@3&%+uV8O)qkiVFjw~hQMVcdm6W>bv|?k zUx*koy#sv|(x+)PB>uho)$zv=&4vEYvKe_3!CVH*_+{5VaVqPxY@4HU` zsA!7y$$OK>ib6d!J_BVoR4xn|r!N~jf_{Ouc<{_T)ts`%^&y%w^Ixd$>Lv2rx;=mI z-r|s?+FWSsts2!SSq;+kx@nT-7**%KmUGMq_5hnHA+h6&Z?PfPb9#Li(m<}yhCIbt zloa8=O3iTh13!$lDoq6geb5gUc2Zt+ZEEiay#M*>{J)ekQk$lXb8vQPVRzbNH@7RX zQBu!MTyhrWm4uC}(H8+6M)1;a-|7?-xs219W>t8 zZYLR_pVONLf3zDc7!~DVo45^g2HFKiwW7ct=6zx=;(yTMVyi$2E?;26d%pT#8ZgLY zUTqbfSPo9In^Mw?#Nh!%k0|EeAmc$2&3y*HD%0;SSGI1I=c_DwT-x7U0kwF&n)nTH`-~N@Y*xPPIz<_4##`G^%U7_6J*WX#iyM2 zHrl^KZ9{c`x}{Li{)npvqh0{6pK`=xJxQoj+1sI-OGWwi3`3zo9b{flj0VGNfRQQ7 z^Iw9K*-by5NU02pcCbJA*cdt<&Q8WIU~uSQ8xhvH;>|tj{Wnl#4Z+$1{052?p+_b{ zj=p|sy`Y3r@gyAjVr>3AcFz!OF1#MKib)f$M&}j}_9iuY_#ywoGQT94VT6^jGhB0g zkOMv)^jHZg${J3-8pPr$RE`r)bwHUsAD+wx(Lw}cMG7n~^EgdY2@XYJO-Jz)(H%mV zl9gl^S-}H6Jf4F=;u@w8sF}tLSZKVcA1!lCHgHUX0@cK#p$JiiY7v+k3+%|xkj-Bm z7bF%bz%>nUzOH8OSPoAfRJmc5HVZ1YV)E>EF*VezQWdzCN(M6 zgWKs5)RzFb?5=19R1|Ji8b0T%i%wPwk5Zk4mxG|y*g+&S$&~KY6%gl6eBe)gO~F&^ zo0Z6Y8YTvBmLr~Yws1b&>ByZ%ZA6c3#{o>`)K)>C>Ycc`-3;UYB;&=k>O*c7lPwkC z9pwz>k~9K<>KxlWaTJ#vSW}@LU_PfoY{+NVooX7LAi<%MjgdeG!WkL2BE=Cfd66mW=K{E%bx^Vu8NxOgec?~MmMTIy zf*sUK@gq}Bl;^R;uwtXX^vhoDkbW-R8T4(XAnXnWJ}Dq5qu>R3sT!ICHvlxWXoJX1 z-KPb}f{gaSB7FWgugYbcn~G+8HLXRNW&0_igl4a+j_TvZv*+W|= zQwlLX)N(t2jaMDS*sHDrXMmI#ETYsRg zBV7?w8TG0)r}6ibe&m--1>+_Z$~Nf0GSwPx0V=$_PKPRLlw~i}`Cx~c8dVf}#^nR2 zPbd{tXQS0|mhS62TJ?A;9(kghexT}o6j3TrE|~M0GBWK{4-}EYG8MUDocw++Z6`BL zovPx?h@{M-8#17lTh#G$_dOYe?0kSKV1~*_v!)y+cRNFduJXC%E#(;F=YSG3D@Y?@ ze*^nuy+(J|O{Y)eK=wN-Re-(;B+~>oZxUAvY?91xlJ0DRzHgHI*`z?-WYVYfip)SNl-XJ;L~YeG@@Y$mbOx!Ma#L z*1&X0Kh2GWLqMcfUw6E07<;FaYUW<6=V%o!othEMd)r{#mYDkXQ(&!Iso`h3uHonG z_pqa`|Kk%9KG^@CQX0TNB(cN{Uv1f(^!|(T0@LJx+_W6Iw+Q9(UE4vO z>W?*sSBRW7@FKanMFE1J(;uk&yYl+e;G%=`rf!g zxle8$u-3m17un^0OKE-|F22Q+-a`H@rIDI0dvV3QQOfm@3 zL(e!7)c@bud&|Ez_kUlrxRg>zf_s7mmxSUPBsc_jw<@lsI0S-3aA|{EY0;t;+$unk zQpKgExV5DWUF)~cobzPQo|(PpoY$Q7N8As-_w{*SS1dHxA8}3L_UTG#XtDe*UWNXi zhhTn*Z4%2fYUxdWtS`Eryjp37pexXgW@rZ|wEt3n$uExN^%Yzt#8Bv{WxXhHD79{- zRrItmpuy~ik+D&7YrAizIlF*K%ML2G#U=b*U(@Mvz8`0hF*b8PK0hkeDy;F4ROV#S zg!xp7su)Q;=J@zcu1Y#PK`;rM?@Ce$EP&n;P*n3UB9CX`qt(CSUy5{LCR+lnGMTt* z*S|w}l&YR7i>AzW(N80;DKES*7JO6ZX2#oxRaa@?v%$FQJlA`c+LI#d+42DFS=j*u z00LqamYHwzGkh>?a^%?c;CgwYyH8@K=tNgA=r*Zv+%6GncDY20Glw8XyY4UZ4V(k! ze<;2;c#krk$bX-;cvxdKi>Q!kxJRW|S+gU{mQa+Bfr^*hl@RRyH6j$7)PCUjEpG?N zKp8uSy@^W*yP^;?=yV{zt-L0v;NeKGg6pj)qR->2cf=OxoD;q`uI6B6k?IfMwQ$Pq z2Y+d{qwt0fLUgEg76=a%u7kmsn3IdiWaucCI$$q%MZlCh_hA&vS!2Pn+1KzH=&+{l z9FeOPo$i-uNEFNp&ysWVF+B0YUN~1|i~6;j!pO5(L&rp&KzQ(*-*$VZ4sI~$PJQv9 zi(h{Qwcg#Qn4%vza4DH%bKvAx$7v7ni)64=a^iun2hJ~xx2ZDgH_FA{y9V$K@tO0b{n-J?Y86Ghs`?2`I+K9{hKD2`-e}B2JX(cxH>A0%6vr& z*O3OZ@pO$?N#z^Y$q%gTC?ZXX0u~X;J?JajN6*1 z$t`*+zq|Zazh~B#gtJ)fk-cn{1!E3>O+)e{n#J>5FMATY1$4g%NqV=Ay_hBAC;2&Q z)~DHCCzB7kJ7V`X4m^>KsVfP993X(9uL41XwhWmx)8m&+pM3AfSsbEUW}7lw+ee-5 z_qIx)nd7IE^Sp#5dnf zT&xvO|Ev{BYK&7#LAk<0KK8n{?)qfrYMCGPNbmu~Bh4?V_XidEf>`~j2a2CD52Rn& z_+tE;#oSYIuvYo*Ph8O3Kn~C9wT9)K3Fn|PBj|O9XQwQMCuK^5LVw31qQ47QTQC;7 zJh7~cSplR=e)yvqP5zf=^rjyJntDLyrC5#CYU$|E-m%_6_ zd=)z8@zLVsT)nP9@XB9Bz|>8%$1vURt)<2S(3_BA>c2~=%>uh zla=!@|4!$py|Sq)XH1cAseJ!6Qw%^Q5|u7e5%<@^|4v1qvSEuXksuu3N8Rv?$UEc0 zMGY|WaGz0}^xhwsIBDD94-O$huk88jzmPQBwf=jictcOB3nq$M zOJX!k9M=Mm{KajnBpq@&!&xFY0zy^;L@$C7tur9PtR{FpI3*}iYme!|GCC2=D&2nX zPYrPY_8*dXqP+(EkCDXno9*XbH>o{uuX%zE0`-Qk-7L9aSs`*=ZE#NkpC`@e_syCt zOX!}Yg#2~np*AcBs2vvKw!H5`@bdi`Br63o$K&AWY52!@(?>wh$3dxN1T`YFy^WTd zG)!$1;{LHYtxTTbJIdg)m11wT$V#JN!zx!%oWejm%%jz8u-!2S7_a`8`Pv~*j4OX{ zHIG+-WrwilgF$#+uS#-a#?9&ULM;SeqF0KQrgXJx>4JwW(V@4^^GcP7Utz)Zt3qpmUs z?N%jv1=%mXJV%6JF)~I~->kX>0s92M9Y%9*SHq`4@Ms*twoJ7igq0Y{U}Sc`)}eQu zRF#j-Mb-?ffAQCXNfVMEsCJr5-=r!#A;vHAXZIn zP9Mq+Siv*<`VeL9Rtgv~;}MKhWS#_O#JfBn{K021hB7Im3Y>qWC+`8-UZkFXww zBFxL)@GwV|Uym*j&#u8-;ieHk(5 z6TWu)PBAUG@=2}q8Ou4lDmfUF?19#URs!vzi|_=xQ$F9AHvdPwQ)2<(8h?!)-ZIec zk@#VQ%o4_J%5$zgrAJ4|&v5ad;o|?Fhl_tBMT^fG+94OiMV?E$sJ3&& z#c**-qD#A-V;i+K{&_%oUmZRi88o}w-t|sJ<o%tRcI&xq`XP6om$QHI@h?Vu=cA-+l6wn}!qyC^k4=}mV_#mE2xH_m ziG zZTW*pN?uL2wzZERhRsr;lXi2$CxZrau2-S!U6Xbf)=6LR&04L2=!?Hy>Zv!p*!|OT zM|#O1Z~Mf%tUH}XUH^T_-bqU7<1draN`;@syUA2%pnIsUX6^)VrLJB{eTc_5H)(if z+3}^6NO*@!*0TBexWUF%zpvfk34k1{=hJEnXsYoUVoptn-CSbL-IVTg+1STZAHtyQ zx~@#8Ktl&Mw2w2hd7SD|e#@SOa*NZp8}%ez4MQQ@$8sHOr19sw-bIH$N9o>?>d)C; zxhbaz+>T0khAH`GB;_!6s6GlI?-|0cc#POHmp`jzZ`KXBzj9FNpOgMu<%KUNGM_!)ds@u`SpD-rUh#pUk`m;AtcMaA?Fsou(dB*1r{ z{l>I23wn;ST z7{gix6g;j!SI|vBW#6!SNeu^-)@aLn+`PVEE%Hz*`#Kiu%!%~{_LEy-kH#ve8|I$e z#EFPAEvFi({m}d@eGu)X@ohEQPe+`cF`4GQm^UNsGyVY?X}w?E`U79F?_M1#{8-|( zKns2#ARedArq7)}FU&jpb~V$HV~r0IF?y8B7_AcJVHGL-jB?|khIN(K>t-of#_UcZ zNX!|z7GZK}4F25uTjix2iYkqtLK0Mr>Ly`fxj(UzJ;KpKkxXfM-7+S9XT^o7B4KVM z5bQHKqKig-m&dmf0crgnf~Vj0Vcxp$cj;g}^w%7g%f8Pws{lUx*&>}Y`-hxHAiVm= ztUv*(tn-luqsyr!ke;Dii3uQDNid|+p-ir03^`btF0`!rx@mG$1UXrBS=d>E5hepY za6zYkSdozgq7RoQ+}$@OYU~t)Mt@4Bo|zPq zqxFppHG}cs{jF0;E1J<7KGtWbADu#q!OP4a4MywTrlOJ(1MR+}Uu=3#&QyxFwj_g9 zrLR_4WZ(UEW~X=k#*=rM?|-+FzTDCXk$v^?zYHl-apb+`pYAo_W7lw}Ec%%%hW&)%=0Kk6%tw^t{7|9ZNY+In(L%6zjW>4C;iol~vmp5a>jYyUqp#U`2P zfuVb+)*?}SV&Vq$X%u8WuTVg-4Db9gB{6YMRWda6fpok>VWtsGa-LA zilwNFjiNDt%YZb&gfcuaHh9mGliWK|vLU!cjKLlb5rd*0x@9-ROB8V71S0B25 zHv7Yys^!TawQNpu95?t~8$Ce-c#MM=(_}mAlDwZLi7(5t?WIX4N3)FmBSS-NkFQ}V zQVX^hKHSwjcc*FfY{46}6uuA-_nFenlN3e&1M6XUtOAi^ZH}>~js0T|A47j8<0-@S zRdxmsH&qfI&7d1|7OEt`%p)rijWs2Rpz4CehF|3TY7wP7P=Bc{a^9L7KoM2_j$smL0|2l@_?kH9s~4TOsd@WYce{&sLcKq^ z=ZQ>+7*rN0FC#em9r$(dSqSxzU1$7^L*GHVL$LUjWufOCif7A6gK4$k3AKG)S!ku_ zw;DjMncrh3erbYMCrRN7F~^@d{HMZoC9I&qfxy#={Lx_5Zv1_*3XW+D!{z|B{vji` z3EY^i^n+T6%A&ia@1zlgpjXk( z^%$;v)h^Wi(BQGQvc!y(<~+lYm8-qE8byVK^$$jsIHuiZ=$9JnHFv@?r09Kz(sB^d zYqwMcmJs4!DTH+zoyuNxcTYd8V1K7#8Gk*C2Bo~q^x=HS;3&aFzg98MOa*DH#nWQ` zC5RwSv>R}((B^}*gmZq_*F4m$1`vy|R9J8KS~?QVi{8riFn0=~($-2@Mn=-AqDEIn zd5iJFFXQr^q$E0y*d$2!YNi^s$ruw`U)Z17S(_ERd*glo-2q@tpr^9BB2HVw*pCKF zpI5v_y3Iy?(6t`}jfj^$jceGE3c!EgEK5$a~?f#x~w zdr-kwFV#j|5j0^w!V8{RFOYKWJSj7B=9j&&vx9V@~ul)FK=gj@fBeQPKBS*96RkfrPi+#x+_${NYkx?uLeCaj=YhzE?w(nB5nB7GUHy{dU?*KbSblYKn-O~%9Au2o4) z?%4>l&NW!)W}GCd|GgRncHgWoU?b2_f+-k-Py zriYZDeG%#xZUS9yEQiZBS@jPQ{z?AD+&Wa0L%w-FnFZG ze-zrZ;Bf$BW~Zgqiy=XL`C&JytwW#UCTVUcdoO$}f6EksL=W#f1!*ZvHWbV3^YKzK zpLYzw5e1)K@NTo}4sf}>jG#xBoF%ZbV+AhU2fb^ih9mcHSD+;5T&sS%$#lag-vp6% zj;!FI6A{ud!81c&^A>l7-vfw3)4mVkoK{+wcN3zmZAY285IQ7ST)2aw7n?z?2&CqA zo>Xa-ns%);PSr>e8}0*x98Z0rI0(IAi&>{n<LgW%{8mr zGG<%oG%@buawpNgbpFdx^FPb;2j4b=5~n{nSQ(_?p9DOr8&q&ag!qgz=S)AQ8WCXK z@*cjw45-xV`d|rOZol;7EwtbU4da*-oUM@qft4&%04FMeTd|mc6r|np2-Ok>;^Lo@B{K1zwOW9zaeg)h!U~wf;9X?M_CoMMPR#4hOdrXt%?z5Z!uvpeCYcC&eL1N=O6@x5Pu zRkh`@!}lQ(N}w5YwWeUaL2R=b1?$_h?5it~||WD-QT!YNvAevOaX_A+a%Q{6@`#sUt-rTHEQdf!2l9?ypWi zf6PAr&&G~DFY`VhR9y!Jf{g~@BNCQV`eMFg&_u7wR23uRuNuZ#aM*<;b@`I420Ft% z02|G5W8p{L>*vAZfWa8f1)6gbg}&S+7zJY;lxg-M05wo19a$8;K9L#+qLe7I7qXy# zFYoueiE)=-%;}1QOokvClfWisUA5PYJ#e`)d3ZmMJ`f!c7h*_&SHkv`muJ&KQetNm zGQ!JQ%6v)nqr!=%AHto@ZVl@MXY*^SoMyTkv+PW@Ky?=*jIp=+Ym?5-HZIQ5vexx> z--$Juui4#NJPYL2==5?Ue@E}s&W5j>um3tmWQdni75RyIC&pzip8N*Vc-FqY?F{y= z1v}NX`-mtfXTH*Z%FiZRCs-CXAJiCe#8SmCVgl5FjIoE|g|BRQ4`gEQ0oV?21&^9d zy+)0Dhm8Mn8Mj=GGdkCXlr7@F_#!`GQFZJv{?e%IGqK2gf=nyhPGqCj@eV{hOs@rvsVE!k9VQaQrIq>iS_yAsEbIILD5Z9IqPVV?Jsc~OWY~}d ztqpT@IA9nO2GF6n22)aL`q>RA6KQlA+ZV%aG(mz#;43ZgZ%ZkfNznQB^jc8z{xHO_ z(L4Jn%M)wH#ixPy0u$e6(hLD;=Zre^ET{5Rr`N^B+EnIF7^>!wAMuiVDGm>ZVfbC= zRuZ;4qL}1)1y0z*Cl8^ee+UNIGE=nTEZnU)2egF|0=@Xu4NtFSS8MGcr6F0VNG!-d z8?UjDNrx85BdACP07;hhHrru>y%~1yR%%2Aj3(mazAt}*S7>WC{Q-}8nP!}uU~zJG z9baZ1nIMUWQh}8sX^rAU5Zn`)+c+m`CmIX{m4)95NcA%M1R0Omsw^W4ZR2xHmowqzrgG>kS@%L|L1-5;9~JLEHGv7x)Gj^m zFDM~V;G|&NA(PoB@PrK&wQr=Q`g#dyDbq8tO0&W2M+$mdJ>Mz7&$W%tr6u^GMHG9= zdHeY4R`1DKLpn{2$AX)q7So=vzAjqbKrp+%T`Yzl3~tGr@s%Y5#A#~ap0D!)%T+%g z7+SPyr15i|O+&G(X~aF1i?8gm4&ghQ5?h~ z2Lr-&5wcJE{FFd;I?&pcMtq`Yz899+w?@Bb9k8mRKM0=}B9045R1J~fhV@k4N}q=w@6sUIDYfl7zefH?!uU_t@E;e= zakYUcJ7OW0Ja(2h&z0C(=D=mu_q;KkDUk?*?K@2kLczSFBM* z4{A7>yY~i%W$0 zbFwzQ*sq26yGzReS14brl%eL$&piOFXJN_WKn?B^L+YM^Ir<>;DV`{>g%*?M8{2EH zZh6(hFH&{}b>>iDdRrE@aHbuVm%z72cBR^dOgD^;`J7HwC%fgGOjCR7ijT_$fgcRX zWxCDubLknd>8`c1>xFc>yj5(+2|E5EK@bdpN1~}Pc@_4RO?qqMv zR&E%wU{yoz6smu9rJ|BMe`zOTqGW~txH9MiALn~rxM!#D6INzAjHr&b1wV*!AlEQ# zz^67f-B(W-dKO+_tZpmD$5G78DA4rizA%LlA}v|%%EFXy-cQIWxJ+G>HYM+g!-n3Q zCvU##1*(4)bJ0ocnD~OkD^4X~1Y3_Mqvi=&8DH1vZU*wsP~gQMa%@7+e7MO-AIl}e z9-x9YIliF4-%mK8Qt7 z>QF~j$CIa^NDF*bI}^&!7;>N5OJrubZXAg|3S zGa|i3;1~v9s(2NVbNa`8GnY$PNeWx~DNLTU5{l9fjz_CClK58en`dslvx~(?wcW+_ zDcuU$?f@Xs;+Lr3Z`l{0OB&l)1%%CB(x`4AmX%w&gianX7aMy{qZ{o%u0FVK_vuxR zSMJwgbApiB?VLQle4P&kqM zR(as$3;J;w$Ms#)ByZ;*N3G`VIE!0a*BWcy2^QwpeaeC=OO%o_C-Z|oXLVULrUoSN z6=kz6fmnOikC@JdZV5<)w!XJYZdxsb(3hB-(0IRmxbOFod`(=EvJc=4Y=vMP&635G z>&0Phs!b~J?Qnm>4$j|Ya|8Pk=J>ZhnU8@t2H1Ptprv0p!gSNqZjJE9R zujqcYd;epm{Z(s2=*$1ir(7}g3fnjRoUgca@3PIurWg_C#z~pWOBZ$e8@)^MsZqHo zY!#=AAo0V7HtT-j@8M2W*hau@=>~>aA@a}2Dda$IC9fOYbAj?)!}%Ueb(j0e$fq^! zOe;{i)SZD3io}4qrz-oo=_x|4yPMPj4P^YNh$(NCW5$e=KXv-@a&Ty#0RafZmeosF z*xn58pK2Ar=OS>QC@eATw z5n6}JaEmT6Rh7lAQMotBu-rH)SYDtL9X=;Uup}=bLr)L}{eNSx7$v z@aO$z^XOB_BQ|%!Z{dbuM; z76}HQsGx*s=gE7ux)8B=z(8Y6t+&L*3+_s#q}hvqz2M|$IhogVWdC}>tqA~sYjUrE zWBjb*&7Vk+F9n75N+KrMrBlK=;)1VY`JknesD)rZVptY77In?w;swXw&hjeGE13w| z5n|+&4ZW&$+hrl%EAP(>&TlU1)=APG*5rVH_bJydnD{J7Vbd%8S)!=^c^{CBG{S7^ zwp_Em`m$Vp4qU2S| z`GVoL85T0PLg4sD>3IS5{I@X^)h=8s%D6eJyZvx@TT)r8;7E&L^NcJ$+2MH#T!tT9 z8mkB*s{FYf)dC?&j5D>;Yr*!FDN4!9eub2oM}45AY%gO$IL8tL13_1wS^o){`dYgq zn#sDh4=$LPRldl8(8|C-^!G0UuH;-6e2Rziu!JPrxpGh@$Sq;nr&u?=QA^S?ykN@LWo1eTDXG|r>Q*v zzosUZNfP%PHD-IlqP96^cjR(iG`Sco6uJAM;{pu%AVnS;=AkmhDu@x#Rq(36IfX!4 zg%^B{kL5m;Q-De5eKpL6XjH(jF5V&b?a(BFpcJxbt^>}Z*h7&Lj8}t!S7ev^noEX?>^w z@G1gwA=s^UIIamd-|k73L^L8(`Z%k>;!_$$10#zQyoBWM5C$M$us6Te)e4eepp{6- zcWnwLIyQUfld~4UOGjavpGXWaT3AyE7iKQaZ4}@_s)ckM(=D@~`Q+d9Zt`#ob{NSlrULMSMGt`m52Dy!e_R~?1ql_0CV z7}Leb(uGB2+4{J9Y-&wi0sg0km_f%3uhNKu`vr&7kF&l ztvN{A#){kBQ$aQffb%o{o`*R==RB$|-b;CKir1|HRd_CFG$**F=fFF)E8fLp2KsBP zAj(O0&W>7)>g1}g4@#MS*xwvUA*HSTon(Ge@Mx;Mc5AZAP0Kh+F{N`p{j2By_{#fV zA%O9Zn&w}3r2nXC{$~U*{y$OEOnoA3X;bXX{87_9wrD*ro{Dq`KzDruaq%?n$Wu7~ zbbO(86=eI=`N_0(kA2id0AtEY`QXLc-PvP@(F)}~_6D!Wt-8bIU)=*jQOqafugPs( zDEZM|+egIVC6Yrt@`Ntn=|*^Fls9tjf(d7X0Fo=Kv~7X;WXPl@ZlWL&%ZxN|RgbQh%HEUg(Yr;Z*M!M3EtFY_0i zb_xxP3a%=7#`7#+ZhNo05e8mMHxdI=W|z zJsP*(LS)N62G)+Km9-v}3)1lHMx5YJvUe&ob}yVaZAiyXdhJs!;MS#xiFN@Rb*U}A zt<_Mj;0*lr*IkQ7>WZpqc5t-ARLPlDb8qYhDm(PuVrZ%RLw=orWaMP+W=v-_)kE1l z1ftd`CnD!#1+x69EJ|}af z;oZu~ZC+kkye{=*ZFu<3UQL1PyrEGf@OiXF^oT{lF)Xs_NIbJiSlUUFBGL-PCSLU# zO&212%}lld=4)RodiAosbp>3nC3JV0sUj6PQZic_h*?qDX9ZFZCWSAZ>0M^TmtMpS zufMikWMPwk+1VzWu^DXT{bX(MM3B++z`!Twnw!IS-lNAcZ`TL^x$@g`QXx79feA5lJj{z$CX0w8W;znom@~Xd|dc^TpLeW#2-H+=%s~oiM zxO4qnwCS8wcPp{c`+!fhcSrPON*dG`>HC`I(TqPOPmCL<`vac}{2qj; z%mvx}EwTTsKBTo1419G4+aI8NA>5#)FeOV>@%E{53(pk}Ch$F`dFs=U@BLT42NeGN zux|XMbN1!;kglH}cm8wKG)_A!Ct}%Z7cJ<<`>-t^XZ6EU|` z1xl!H@Lu}%>iG^t5zj)t(x793P!v?J;Nf2-j-WH5enV=vXk;w56}s#w#X4NsVa*Qj z6Yn_4gyye^dZoQ-!?XoRJnGToOA-@r##7s+U3h%-IbU$N|~JC?X*)4aomBE&i(p}4{<5_ z@u3_O`ffJRiuNF`c7ufC{=cY%zU#*1y9YcPiur+6t6ftUlrh>0fILS0OGhII3k<);W`l~t`%79avM~p6bONKf zu`vMmxK%JiS5*v`hPgoe-GSuL4zPgi`X3#Qz?}GH;kZ2afRGtsy}#lXn9`8mnkFkS1&31J zWY(Y`bl6Kms073$dV=1Q^IJ%(Yw?-TAovDk)pm}!&&j}At~WJ_Uj2P>_a*|Echlbp zXRtLQZt!W$AE=K~>twX3eMW#*Q6NCM_X?h&F6Y|*uU=(s`oBK_=;)tV1NP7dlgxZXXe zo7t#d5rluFrI+bp$>9s+MBF;`l-ABMV)bQNWzE=tTf8UtbA>XRmc{Bq`TVhxLZ|6( zj;?!Epq@@CO|+lh4p`Mz1X%PRf@WzNe$J(~##+6JG-7h1;}tR-os%4uY{+OEkaJf7@Wu046O4ssxaf+Ul%eDSJX=o zJSM0ef`W#rE$8wQ`m_XRdLIOqL7FO*x+qH>%GFcy+3Oo!&RR0nM}R7m@X%$;_iWB5 zBT7a(7Ws(?)^eQix|aH0u{s|lyFd45qMk<|(EBKTgel0!LtJ@+mlI@m48zMIi?1(e z(rcQ8!)?_Q2`|gy^jdSxK_!#@xo`WeV#4iW_zg1NN~^%i=&|bLEy1VS1ao*3eZu`Kb!zF3n1qQ{jPjks8u!PMhU$Ve7dR9l-$rF>YpUL=~0d_sW zTABs-{V;Xy1}d0<-(d_65yaY2hTFU8C!p{iv?_%RDnrrcFgJkI*Zt0jrk@}0 zCoPedTHvo>IV32-h+Sk~OZkl#Ptt^De1(@a8xT>u{@5$i9!ckzs zfq-01X$cvRs5X+z%VA1ZbqZSV){+IYy2xl`HBGCk3p^5X^@^aB{*n|j3n`chyGcWk z%13DOgG|TffwQ${9r}!u{kq1>7_ns+N+rd9VKoRxq;+@?If5LaK$uiy^fFpmG;`85wu|KsiX8B14WE1AlLp{Ds$%U3x!?mXQl z)ZGXZ$^x|As0 zR5u6HvaPZa6?b;UbT|PCn;Ffi}YjRfze{W6A(Fg}bkVS{WJ7*e9P; zzw?bU#=mj`=oO(AUh{ps{$OSqr!?kk=nlHU>tVCs{$?0q$!<_W``H_CS!bA!6;p8Y zTWIz&a>!HA4^47@cM#u$Nao|7&qLbnV`(X+N$pHk<5wLd zH>po>*CZr<(0eL@&w%;LR;8R0_<3!f3Zv660| zF72*sr(Qz&mi~lL?6-i}0Rdq`9jnHy?J}#oO-jIckIB*5rj+i?aQZIJv78Or>~Gp? zWbxh-p3rk+@T*rLZ5|bdf@Jx(Uj<*(u^SZ0dEnCRfF0g?{9*r3=){cD*HUegUe# zq%mxMfg&asX#EgaFRxUZXJf(osiYcqG=+0TBkfbUr1=6yv%_zi!m#iwoL@~ip`wp^ zrK(l$3f-pO08MtlYt-T^rJ08H$V>JfK64*C;1;%9x&ll5%qifTS3A&KnH2lA%hgC5 zWIKNTdt9%7zed7yu?Ki-&(~_)d-=O>&zN?w&u0kVgiUH8dibk0ErwdWk4BLE2dGW8 z`_>+Nom&5u%qIz$tDt6I`(lN+mEpx)_TPToU%Ew)Lp`Jkq>_2A9qnJkSU}zO_<(28 zRWfR%?^6hufozWLo2bumAJ2zrXZMtGJ|;JAzXb)(Jbc$G+yTn!vuM|(T%wC?Tq4ko zh&-)EPCj!0eDucZKdpNs_h9Dd=ja9b`ANq1=W}JEV$gOYwomO)QwwjjEtFxArs`SE z!L4wO&BaSyyJ%*FD|D9TbFJJ&CTFlsZdC8n0$+)a$)CI9y&s&z!SDPgi}^K#fbaYl zn9k#S@RHoN)Xyj>=WGp*FzLEB$~$M*@J3P2y7fLUkyJf7X@H^%PF{qTEt$jNe~!kn}bsL>SPdW@}b7o zpyeK+mDq=FCcn#qoNwhr4JOS-ZW4&Nr40MkyA$bh74`ojiEJw+)nrEf3P7#OvInG3 z^EeBLMi#`e8;*yM5j?G`%|v`t4&QJS8#>tnfUm3q8oAl z@?zRX9F)f78EwQ zD)aFQf~87y=P&dqsIBk%$expVI>6B709RKzP5d%SGC`d?D6E!LeXNWNdjh)}iuoDd>5ozBiof+Lci>x%- z%z!n7)b@Z>Dt@ax{?y9Al$LlXrk!;Zh8b>WA_nM|w+h;z^hgBRYk(kh4svdet=*d) zyPtN-m{A_5MYC&Ls?7`3_M_)_+;Y#XUJ%okH#ld~V&CIA7z7-~Mbg2{-_F4VOSA0b zGf(H7uEy%i0f3}XfSv$?0;X6Ys4W8vI>?qj2w}aQs8HtPJPA;k+?BU?M}TVJC&M_A z^A&EgRpLAupqmBPiYP$QVG3LY zMNpfYPLbzMx3Y=`!|L<3;=@6oHT6^zd1-w4bmb!19vHx2WAdokdyTG5Wror-v@wgwB??yU~SRkW1PY`7}XOA=#()1(Yp9 z)*@E_0l$kPo2nJi4e`RBZC|~}94;KnFoGzw(JZc!mF6U849MnMN9KKzCG04`OP(OP z3Hl=tqE$SA^cru$k}FDRKCngU z^LL6O*#&LbmFgBUjM0Qktzv;N)2IQc0Nx?S3d`+P zG^Ftb*4s6ezgNq{vwfZ=L_4^1ptT$xc)5OBG|cIQc`T!|XCzu(y$kKQvj=>$XP}-l zPO>2x!j#_6FIuUs3_@-`8e|Pm^RT4P;lfQmil5V4PiYd~ldn z5+*xy=*X;NzNpwB6$i(%%TWbb1h6X3tlSUQga7xI(SPXS?8_qCA39P0ge}s=BifhL zN%BU#s~PjF3S)a)MOd);vFF;{E_IB^$~!mha^^C0+_b&5I6iGG)bgsX<~nz>S6bE- zmJZYttk@&g(}!Pauc{l8qNkJ6GiJVF<_9(=ePv~k`RTPJ!nKX%dqY+CnXp}+b-_ex z!Is;qwxzdCX-8I5NFR#)Pqfhdm(xS~zrq$57MkpczbrJ;7OhLsz%2)6ldf;f3(?A^ zFMt6+iahsK7}$lcRPggNisUMy>GZ>_o7Tby4PEU=ge>_ z@UE464^?G8N!L&1?jMx4C8jC5Pj|zq5c{$`G3_k^9hZco12vpKS)qD1vm{+9vkXX` zdm&7*6!AZiHnTxO*NR%U!?kKYQXB_D*Xk>z=`CC|2yM*?4_CxqYrLdXBD*iHGUS8y zH^!Z}mltw1B;4y9AzE<)pFa9#a!pxg(S~-98`_%?MxuwMF2k38yfTqm)3-oU?0%nr zVJB3PanZU6$R_b_TWmLNVI<1CRh(^{SK)?BZyt;EHie0hO%V7OB9H&q-3kj*7*DFY zPtNl>$uwj{M(6VsoLDqfJewi=`6BS?-ZVnA6N#HBQ!826k~Uavkvg|Yzm;ud~?9bIByV({ROfOOEv+9uZ59wA<28nOv4oS5^ct< zjl8^Ci&tLz^xz3f(gjAVJwxtaT3iKJY6c%aHwf8APEtLZR5Ec(DPm(nTC<07!4CIv zHsfxlT9d6iE88`Li0K`x_+IEK?6&RO*X$G>wUnM&d9TqJ8OP&St>w^S6}vT-d%iE_ zolFX#!87}BXXn_>NL3=&P#Y~=?FCL3)%V55k!55(EHF1AoL=Xg zYUs%h{i7j65yy>LlLEWSJTHGIXHT$(h|`7CWP=?baG7^#M-sQ_P`k!jt}Sz3iq2(& z0qwo_h@-vxsGncUT|7krnE_YgugqWnm16ZWuV3(P`6i8MpwA3{1&y|6jc-jsS7%X4 zW7c&Gc1{YN51B>c@ht;Rc585lE2|!U?&HpkGQ@;lomo+9tAv1Z7mcHRaoz%CJlLDdt=c8IFh?o+Gc?cCn{@Kn-(`%Ch5yQ zaCp--+<;)nLTEkm*qD1tN@_0aoLWK)r!(v_-5oexL7qe$F@=u?h}!?c(LH2Wvtl2{ zs2h*r*{E5qk}{(L`q8Q1DwMb70&9m)-Lt05l?eeaBd&OsS};*BjAZ1W-@WR=Jj6@NlM=O^d_A;&G7Y5u~`xJ~e11i4e{hYqzeM79g zIJ<9sTI}`z!QNZGMcwypyV9VD3^R1j(9OUM-3&1>baxCbAzez>(A^*%A}9@tN|zwg zpn}pMf>HvC&Kl42zVCHy>v^`du4ir6%kw|@z5E^DWB=^OVALwNYd`zP`>Q1mL*df9jGnjdM8W5?8WwT43k zjn7n=9)NCW{(QImrn9qa>d-6f=lf3-UEQPF|B3bx8zv=h$lEI1u^;W9(#~Y6QN1z1 zkedFwUI*KVG<8FNyapjeN&2)brH?k>+V`??EwNNWPJDKcuG!e{XzTbp+UAqHS#p-> zyX)`@*>N)a(Is>wDvEJb=xcliyvv($Z3awd)cn;G+WhGWcXD`-pZ&LFM(2MdGe>_U zGaiyS$xP}2`7ycJg%le%WJ*f+RQE5*%)YSdi#KH!kMDL;@Pa<)`!ZDQfM^Bx8!U72 zv)4p+#(0ch^PBc3hj@($F!I)&`QT?o&;-){X1Xhy!BMno9MdQ=#ksSZH9KeP$JAni zMAWQQrMhxLA4}?4ak`s!*%1o%u~KZVug}Gmqnm!+CO>`}NREBAGs0SQ$XO9&e>gAO z&U5%=NGua?%7%?gfH$gMu!}YCagq*I<=md~CBEon%l*d-e@$0ZJ^1jKWF~P2o?6M{ zKFISF9ARH6MYl_9r_4q_AL53Z~f>#-4;QoM)zUiI<)R_?sJg zro+!rU}WLOGhQ^-odw zH1JPRXa&0OrXJv$E$3MmMI94)^E8q$3-;WFFC+-YCMGuKAj%Amv!ISO9~CXEj75UP z@4+COGZvJ};-M}+!E>=m%ZcpRekS^j#4Jfnju|E|7*kMy!BvMP%b2oDOgUXr<^Q8S zl$2Ujms(ZvD37tb$C2D>~wj5ol*7 zQqBj8hR@q8+v|YvJqXWKmu5YG#_EWxf~?n*MesaKoVDI+q(;W3meN>{sc9q=!pUh+ zUuHa|I;d@6_rIPS@EReE7UZT~1&7-#tGBJMc`^>^SdZ;3noVNH6J_s6qI#BrZyb^# zE!MTeihwpnLLU!ki{Q6)=P&hg_Hj12t}reNwRD!^LBld)3_4ZHg!rh7#b$o?wO}&W zqrm2no(GEu1;dsL!Q*>^Z;j>Nb`Rv1~AsW+D7 zUk3v>09z?Zj*heTRgKa6F@^_M zR4|yFX+QfHAMqQw^F}B6$aNV-DHhj3-MuqlGmSiNH9OkStMJDa@;p8A z%!@f-K=?^qFvkU5ePLlsThTbRaaxp|EVae?Ca_OjZ)lu~c(ag(SQB%Mm_#awVb4sf z2(z-UkOk*?KI>8U==0vw$$WN#TcH)8OJ*<=N5>s4ANs;;CAv`pn^9HqSuqv-Aqn_y zp{$RIhmw4`QgH*XOmVD`%DloIVzw84;`)U06I7|v_Ttm$bk0L?@?2L5A7dXkB)TvstI!?UNFh9>G*14Mcn93n~8uDP*q{!k)TT6f7?_Yey9=zX-{c z!-tv>=YQvrnM2dK=7rKd!hOM-o=5c?EjHVo&#~&=Am* z6Y5;BOzg0P2WhHpKKPM86NOAQcFZ4mB)u-bHBq6w$h@J#E@2EJ9ZB7cvr*Ak&|7F> z=5Olde6)ypGVm_x`JU`Ojw-I_tpe{`g?_e*{Liq3-2di!bBm)t{%h&`Hkq ze&~Pa8u6b!i+`>WKgH7iX$#rC#AnUL{<=mSmR!N;9>F%c*Yhslrtqf)Y-8Oho^9)D zkz6?zl3hwp>!lxs?p2z~2W%8B{bt=4o!+|IX*Ib0EUZx7H8QnV%ku|PQ|b5RpKC;c zxz@X}VFv|WMq#lTZsB5HkWNsxy6Cz5i?>2xd2>gufHPY=uCzPtkpNSs0s~rpr`^bh zrb5|2wYk0Ie&B1`B1AV|g#O}&Wn%OUWV8C#rrz+b5R@Y*No9emf{-wzUAIVG&U(X> z5XhmX}{e!(2Wv+bugAs~6_xKTW-<18#7A6CANWiOH{<2d+|-^so`bXej@i~&g(XM z{PQ{0uX{-kH2l#A-KNi_-G$u~eSu)|e&y=8$fw8Jh%wAe}jqokM5*@A-~h zOHzhz$Dp=~@^cc+zJeJ}OCb5JFB|JQd?zez2paRG5I2W%OR_PVgm1MH1XTmHR@MDG1?cM9egTNPLVG7QrjIp0~galXm+I*RI40e_uqPI~W+V=<(41pN zS|pkjor{U7rIObPEzV|>&WRmmZYc0hXfx!Ir<0ykC{Ow4VpfkzYb^PHqFhi`cvKIk ztx~LVH9N#~2&*f|+#F$2YOfsJ9>{+HJL1!r-B|-Y+<9M-XduOwip4Z12mE>jAn7#u z)o~&r*@Rq@?Xj@F$rC@TX@?L>RvrE!^61S2Ew5J-l_r{XAzPEXzhR$Y`MIbZkMSy* zbZ#(cqUbvqG&B7YqLU!iIue^H; zejVJU9Yjq<-SVv)I&l1uy%tB9hj~~5c6pG${`&;scht@jR2pd1xL6%ZlEc0`$+-5) z>oTf)U4zds|4pR!WMqZFZpc-kK6M8$m;@wp^(by^*}hd)Q1hOpe=qu@oJk?Y<`kj1 znf)0bb+55Fo8X;2!_@Uh*^eBxrAhMSzBEX>6+dt;>e^wkp16gLx>zl^fA|Q{wB2^U z+_54fUyWg9A~2VE{TpXg$cDi5mv}Bm?(Q9{HcrNOt`&^nrKkCIz%;t_XJP(U_PY)b z1Ef8M#Y*bcwLcpa|Hs=xiFTOd)3B2^t+1CFwdu+&9414WnF1+ulSVCd<8E?eVBvd! zlN^FcLe7014)k|VFRH}^uFa%_ero)$u^=l~>6NZo5aMynOVRO$jm!%7^TI@tJzV+6 z8fY@kwoNy>Dvtg6T5Tx%X)uxW1IZ$CqpZhbxj#wOA?e-4eUF4Id4@SB$co-XtQE|X zc1UlynLmU7E_l%{^|3C5ua!^bOc)Sbq`HqGVcs}C(bkK{`b@&#GoN$r?@6gX12i%$ z)|TmeD1z{36`fCtBU&&D3SmD}y?o0tk}eLWK_H{vYq^T|kBs|#F|X8}9;OD>s_4wz z4&~@%rS15owWdY=@-8*4Hck{zZ-ZILg>%=65OT3_JGXoY4+u}?)|Fe}*TSE=&=h;Q z(KRGyIO&*VKY z@D96|-AuGma2&Ccs9E>F)fU#$#5U7Nuk2W9cf;m$K!e-xcL8p0KzFljRmvQ>^8n{S zBAv{Bcow!3{>sSqV~ZCNzD&iuqbbnPo?5ekQ#)x-xdLjEH3$bRz+Y|afC2&SFqx)y z=O1txmU+2-km@>tJf)A=Nj2`64D)aiX>x96%VqWSG|4s3!FRwhu0W9-km8|aOHX7X zuA(j4A!~DLZFS1^bdy;(CoZR(`pRB;eJ-_pEC2#wXdt-P4RwY3xU$sggli;;J0>7E zDP#KOG&yZk)a1KQSUWhC%{B$XW|YM7HE9y{*G@6c#}Ae_^-0O#L+t4)D(UA1Ng#bC zC^(J1pSLjE`;|%}#g%g1lJjjmR7xwu!<@9JEserz*#~rySUNciFdSMac(na5 zEYN1!k#VC&hG#z`HGtJjU3jAsOl+QHR+)9P+7!*Hayh6wx}0nnW26v8{fiSUL1sS8 zV@12d8Knu9e)MqL&QuGaYn-|Kl)XZ# zv0#4yrGk>om6EGDDO|^1R~O*GCFOdXm#Te%Nmx|&H%$mgRi}4LhQBg1VnrK30y;>P zTZSvr!Hdl4(o*|*g`ErFo8EJH@&qm!0)}kg+U|d9lg4(?XAFvh&Wpb+^15Ps;Bp;~ zC?yr^**rTbn5ln>PkUMyVc8dAJvk>N)F*3npI-PxZro6}jvdh|L8%6YM+Kz6A%ope zE^>zJoT)J0F)G;BV6yz~pijVlp9DO=Z&cq8B-?Vr+tM0`Ddclh2A?Tc^X3`?T|xR% z1oTA~^zhC$UkwmnEZIXNF}70x%GoKuzJkg!NO`JXS*TLB5~@x3*~#}j+q@0%l8ml? z*|rJhcD>_G(NXrzpC!pDKbWo0MkM>+P>l``xK$UAR_VQhdlQO@l3#9_rz2#wFTN?JGYP=Qwp%%X?9+3~)=} zXp~b?`QDvmpjkmuT_+NnolK}tKv>;BnDTN@mG}J7X`4=TebHh~wvAsFBRzBXP1u{b z%qU~yC5BYi^QKQX*&m{7%>CHpsT0cDn}jtJjQ(}5;@^|W`~!Rb1AG1>lleQo{gKK1 z72iy|0yi{N{+7x3Zx>l=Uu}zmSwa_Q14aJx*Su`ZDlURqjn+7cRbmJXz&l-&PF_ z)vCCy5IRr9bk7)}g=AE?W|vPt-#u^=UD*l7#kYu|{Pth=-yG^sKW+A@4>WbVm_=RLUbk{L z(){*7XVcq+WMwG=+`hUYq!tsg8J&Q-J`RYuzVqIxme1i-YV-k5VAIDj` z3%Dx@DW1d|pfw!vfpodO!n_4&8iCb0>_3et5sd8FN~0kU=uGDaDbM{&;ERtSz5(TPQdqDpS2#rDG{z zH1J`u#m*1)Qmj&~|EUZH^>j$%vha;R!8Iy&*`en{TvkYQ%GfziYkw{E7ln){-K{)Y zR6;O?1YqLh0wVv3H_=mvNUNL9Z({gKUQlKN99TL{<|^T7y69Qnk0Y!^TG>_pA`qNx!q0l+GG+J_m_V&Fe>jyP})j@r+7v3>@ zVF#0r(r>pqzVdwymE7RoG|67^p?A+6g?QQ z>RZ(q>q)?`G$82efETVby}gAEe{bwPwaC>alSRFy`1QTXs3A8cKoCRNm{*nh3Opn=9RN@?xPckCN`?AWM>~H*8L_bMys5aO zYDI5520WY*>NR|hq&>DYzrmQ>RqDrqd^9pdf$#TXyErARv(f6CwSK;>(V-*q093a3 z-FLl4q(HVo{*C#QNLfRN=;W>fm$WgCT9s8gg245_)QloXuQxN%fR$skPSYy+(>n{a zGRs87Mez(4NAFsg?y}08r^c(cy zBQh=6+J2;T_i-{?2PWfL4w@<8E7S;x^+646EC9BwNHnTb9!~!@pbEVbR`)7ue(C<2 zZJV%Zo#!sfEz*MdxIN_~3IDu}joH^ZGZImuhlvKH!_4P2HQeF;q}RUO{hOugvhPq` zbNSWm>F;?|SRRUW`Kz_y>62;@0QL=k4|Dy#etalF^;EC=s0b7FL0?a4_afY@(FE@` z=XZ3_$kc2Fg&(OL)%)~h$ZyWCHA!n7Ny)VXRmXdex3sd>=YPTo11<&Qpvl||wk28h z8n3G}1>AZfPhr*1V`N2t)7Pc{pwKo=9X$iqnGc@EKtCFiieLAaC+bGmar&t1#A6Kx znZ<>fnB!p`OP8h6(@%h$yUEWj8nMlh`3=8InE1SRCp>0z^5R~nK)KeFKM^Q2?ZBMX zZa821mfQ*UQyo6S>0&h6h2GQ!2{`=0JP-cX#mqz$&#?Zw@D5yv_zY*fImgp~?EhVY zue*wx1+3)h%Y23gO8OeGj0LhSi^_3x=BRVrfjwyIkBaRAEB|+J)1c)FB%vqTqbk&Y zFe|}_TNotox9XdD0I3(fv*~HK9M12M>wY|tky<(TE*D#AQW)!5gK|vM8EBVsI6eg=}(%azO z8tL_8AU8+KxAWRTLkJ0D8v-a4Ozi55-4iP_;;~X@SDW>@L7!xXuhA4B`v#&XlbcOH z%zIe>$ERYpt~zbc-p8JqVFm=P@Rq6==nPt!>Vsr`vOF9(P;MLwycoA(o+CdNk*u@~ zKR9?F=T2quJO=(aHl`s~=acf2ss-QCcm2iXO@TJKJxryzlGa_B^Se_S+L^~RO!crv z?*>m|1TSS68QeCOdVP*bdqF{a1$JuYM&Vd^S%ZsUAm$E@4U(+VXohGQ8^JN;D|Jvb zf<;bWbL~8%w!!f>3FrkU@_;(RM2hM(Q5P57VwB(nt;z!Jsk*UdM9NmvRryaaf-=Lr zWN;Y^q_*W8fQ$w-n61%?g_aDBJFZtzDPwXcczu^n(}rXDNqDKE&g9+@pfmiax6$CT zI?V*7%&i8~7yDTos%Dil(0AtfRYr_)CT>QjHnBDQiR0=dMC^7_n$}s&U2$O)v0;z1 z4Yke+&F3II$1;J73g6<23j&dE5}n4(;RIRsvWscp&f-w8CR!Y7aFIVrsJKZAXFNCE zT810>R07#;4Ts@wnIb7-%8xH)gZ5l+)F#4aM8`>G+Ry1z=Jmr!Vb|G7$l+XbKN#t; znp&lahD98{sQsZcT!T`C3D`mLlC`#!30dvM3ybSdY6m$Az7^%TCa6OGCT`z z`iTD*@U5DS_1F(-~+wLuSUaZRayryz!S;rn;e2gR!y2O=kUYF~M+|8F8DH2DQ zn;GgtS6exzURT=%F3ndvB|%45yX6T&KlZBgy?*T1*ERq6{J87r$HCLlKX~UKIgHwi z036=QC~JK9VDpS6-)ciB%*KT13Gmw>Ew=1fp8oC60Lur%&xa+TPvj1VJ`P`>tOa=s zpN(QYa9)^SgtAFP+-`k&eWyd4cwcee#v`fs!VTKT+zLjAZ|<_r9~sEoO=$@s*vp^g z1huvqKN0wPD>7)UPI0{gDP|jmGs5I4fhu@;Ci&N}@h)uEP1`avN_Kd+qbo~So`k>I zpRl5n1m1D@7KQP7W1govnE!a&*lM5c5IeB>l4e5C`*BG6k22FopH&l-r&m@f!uF)e zUOowx#n&46uqzO-PY6X;>Sc8gb+qZ}Nf=p?IrwLD@Dq!@ZW-QQd(AhWG;oq_8dJ_R2T?i>p$ZeF zuVi^)n0HkuDousr_zcMwfj!_8IkeyI>@9e4M{YM)zxpFP9>)N(sK&_Gt;(8kjJ-yx zj=RH;=4bDP+&A+nf$uHTKfiU2UJ@Dv9))p!4eV(6F(tw+hFbom)58xKNanhGKiy9= zj_Z2WJ4nXR$%T9z7BYg!$=R|X?kKF>Ss)egKv`)_C|kkJ+46&SF%c_2 za^N&F`^g@${07tRb?~lODH~`65D=MK&8Vk2g1??R9DtFtskXS%5N+U$;#>~>Pil1mgqljHgr6Y zAq4Qh8n?@A4@_9YBWK9&S)fSf5Y;Shc0x+7>6zpieH2KONC~$EFAlfoW({~!Az%F1u{OO7XX9qo!>`$X*N^sJ3z`O^j2t{p zUXNegcQZd^+{ouoQo1SHh7Cb`RD7%N?RyDW8Eha-0SWr?3aa&tn$Y`Vk0vdoiwZ+X z(`+0D#zlqcbMCE=sBV+aiYX^LQbgu=%6<^4 z#2N-GiKL+rsvH|4QTob!EJY=Iq+3Gtvz=*lzGEC;)I@X>*QD#dJt@%EET_+UTdvWH zPqZh>drWRF4T9y4@5Krxzi|wg@A4#jjr^IJ1tQlN<5PD_;^Ohrz6F#D2EGcUpF0PZ^E4-9k0oP=MI|C*yL zy}$S*n)dWVin+Lf&dw$w2Ug&V(6!W}qn;M5qmkIuzUbEY^SHANGhWd%fWBL}7rOFuh5raU#;4n@==*bemHY(70 z@V?G>M(ijz9Zvbu7Jg$O97l2rTu9zrf`4(*TLHsH26zC`Y(fb(NOc5`?BZ!eTgo@XSU=eJ{&CuG}!2j9`oC6?mQ-R!&!FtVG9x>Q;8V7@mL^nCaa7ZC zPOc_2f0PKc&P;|TsIB`6DwCwJtjqSRy0Hu^#cv@jW6iG5J*waeuSSxe)XQfPx^(WK zKLqPKn=n8-Q)PTq1&0isM>xs0?4}m=taG_~2DK3DGKQ5VXlL5{&?Nq2{iD;gnKpqu zBj$U1Y5Sb1b%Q$T!}_ZIA(}7{A(D@n3_Vtn!B>%f!$9x(qS`ZieYQ>&9egAWE$w*T z1ACax4JptmR@p`2IFrpBox6a{h)o4SRou6s&uE;L3ju5+nyO-%KJ(0-+1YZn)K7Et zPtkhMW3t8OGoN14$@jS1ItZRB%OZIJ{zm+*=Z+jXK+X+**M9hK39H3QMEHQ^Q!#~e zRfRA@^IpR|rsFItDRt>eyT%zSa(JHZq9vLpRkgu^%MDl?jOry2$$)YBOIdAKxp+D2 zTV-;?9bW`9rteNd;Ql2r4s7cQrEt6d3soR>z!OLad$fj`=}5kEVC*VZ6b!6Jt) z+fDB>AyVLA>YoxQ8U0r(rgta-!UkcQY*Dp8!HEWz}qW*;D9}mekq5&znikH*MLJMhYT&k zw?NZ$=aF!}tqH(cUrvc~2jdD` zH;s=A(3?3N+-LWbj#cl%IV;A1Ukc^BMD<=QiVWl;S}x6>>|3%vgWG1gimb?wvdeh` zP(M@@$ll3pOISo)LU>J_(#evq!EW~gRjvzYR#jwf6O=GH3(9BGeMLi<3yWLX@_^J4(kkG^QFbI(^s>_h_Mc; ziqth>+3DSbasX)wJqgN?3B9}KDFPgHr0vO4QFLV>5fxB%GLUXP#-nc@>5qN{XtDmj zp*p1kvH(Zf!Rb!TflKY>_UmPeN(o%E$^4G~g0040Beu=b08xap{jgT~JDi79j$JJe z0Vv3dcL-boh9PYI3m+%5o8Hf{>=|ZL%Dk(XWwW5#IO;CD77FOrOkuYG$!y6c@EOx1 zz^hf3PlFwKw^Hx7>o?S<^@BW~6SH9g!~wCO`kE(`CQ0j(ATu%}Dw!4on0n6yaCiRk z!(flYxf;fwEo_Xf5SdmE%T}(iR-WQkzW){P%uKWw;#I=Fef2m(sBb(k~*ni<* zPNz5BZ#BGeFlXWGvxmDzcL+mpYk6<%7IM4RLid`r4im$2 z#`rdmbAEE|(|*`3kI+?U)**7wa*e7Geh_s;U!a*5Bwuo^>jn`;#*SQclUC>=!ldlp z;*U`72&!`FkeS(ST|Ax@tc}q*VAG8PbW*S}nrD@+E)5Z~L(mnqndBO|q*Tan-(>WZdZZJA#GuHVNY$D=MPZdWd66izRstc3 zso6=QL2t0MYv(wk^~4%golS4@@(E8B|Lh#3HUAxx=7j{b%1g&;#yka5vD z%mkDmbx-*^dGbmqsVG`pSoE{iB(g84=SX$0VkG&4w)nHRwW>o8D)6|NJwf2cq@FGapElbeKv#s+ZChDim%DC=prrIgrT3? zS~;3hwkZss1;%(5lnfjp%!~!kiTJ$A;l|mAY@l!PKu7z1+>#nYFZB zIQZ7ulPA%QOx#79ZQZ*y1AYabvQ!$qYm*u!)S0Z@(dvL5Klkj?gZ=P?{--AXL3al> zip)sVe6d9wyjceiDQ4<&W}|tfSu%I*SeNHoCXN(r1FUFWq@`sSVX?MOH}%ksEuQ!$ zVbCbPnKD`k-y7<1PRCS9pTHGOWf4Edk|s)4I>jyj9tvo zGR$MaayuOCcPn)loy1^FyilZ1-HybY?rHfsUBionhWcOrp3=lV<#;b(s*Fc78ENg+ z+}it^mOo|--n7?BOzrE0{Ri4WNXq`V`p6HQx8@pW7G5U)F}v{JJ}j^EDJofvVOkQZ zgXl{2q4a#MDb?QFt)cLShZ=#ttv`eXa`C+JvOrj?~$JN^^ zY9d|~=CeVXPd((dp7s!wEZI~&!;hKGy6ywM_mZuq@{^10G3`6p7Eg5OUFO(16!*@0 z4jRQSxF=cLXZ9o6lECcfo(r*guKiU$DP*Ej;H%s%+C&6oJ{vnJD++2fYqAq+-UaQe zJ$5%6aJqs#-gFh-{4w=vd5BdxP)?tuDAA8g&0k%qru=j(IMd}-r+0x zFAVH(C2Sye=)*1S#n>)Is##}fjjpBP?Gvxt!=aV1Kb7BUHvQBL>$|yo>$6--O7efR znycKt6ni2<_P#i?3!gfuX~uWYl8G_# zYmgQGfF%JIWH)Zc_O&3>g20bJ0wLU?-AACB%0MMrNgb!CrOy%f{QOcm;37$Z?o;7d%=KVUfJWk)9(DHk5U`C$azsy8662PDNw zFFwLOx&Eu!|2lA6|Gp zUrg*eGcV_|rYZO>>X-gAFX+Y>RW1cn+*^4hZNVtfNTd#u^=+1DW#f=8myS7`&lnz5vC=NG;Cv(^8VIjZ8e{=KF7a$8ScN8yIJJ$`Hm zu{n|SnvGrg*W07if?@_@`1e<`aE=g)5^}B1ZlJ);z2J=3EHoiIy}PL4s7R|awkxwI ziDQIeKa|K0mHlMFfgJY*fTV{Ov@)p=oFTpIsp>4IviIClGO2wu2{O5Ptey1Z2cMTv z+s?njI3DHHb5QGlAD{#<&!WcsSQlemtE|3z!~(K(98p=lo9ENu{_(Pyr=%KX83sj< zwo0JJoGSZ{#2JuNG9kR>_TyhJ_uKsGPRh>PzuHquq-K|D60)^M-4+PJ`sJZIaYM#+ zJWh(c5YEnbj*!ESQ>h%n-D3|P8C9jj=ronJTh9sU13L|q>OkxAyS%M7;nk7Hx5)J^ zl+~s${VMQpZaL`SYt@&|u+JiI@~f!6h?4dU`F1N6@%2(h`9z1U`@ouU+AJq6i4;9s zG^u8xtTWGH2fXKc;)mF0o$Yr! zEL4m)w8h{vn6E3lpeNB5Q(SFv4^nIH6k7CEcMJLJS6g&!wNJmt&wV=UXrTok$}6%H zMPvi`uSXK-smx&lb8Ry&rO`b!oRk$ucwcN3)eWA@dp_&2o}{niHlM$Dv$f~&$)k;6 zImO>|WoAt#$Xg(3@H-)CS1OS_Ns>9z0oOFR+>=?IX!+EwJ2CML?;_^hSFb6A{kGUS zKeKfAr7Si+yOVj#LU5Ew71~It@mM%mXv3_XmZfn&&TN7kVcFcjuPthv zD!vWfdT^KKSP*RKu3{|dKV`NFTik)WNqWoZP`+!PwNW>xWkOLoxwKO52h zr}~>y{X=PfewMR)OB?5n|3hiEkN)43CR5uY4On;olY93;ak9wH>N^@-T7x(OzFLB} zbTnS#D9s>#ZKWaiB=g&q6Ti>iLsTt!JI51Pns_wqKUH=IC~rUY`kBAEfzxmbttc?< zx2)d6{!3iLL-#Z9P~j-ePk$)QJ~{v{tvRtIETV&ZSms1(lExZR{!p5sG#xn+F zr~qPcdP?pli^1L4fy2wy*{60Ha5~QH3#f&U!8H~2*OX{x!7iN|-Zf z_~BOBMR2R^mG{T()$VtJrT?4LRLTbcB>jh6z#1exvm|tN5)ct0rfboFMf-p|Xiqz6 zwB~Z`EimA0GxmQI(f(IEr=+9=kNdYFkNP-^k9ky}Ew~>k*Sw*bkD=SM02f?nTV!`p z6oaIT1skDlA6%;GYrq(`(P*p*{2?`BKHCPe?GWFIqL`1@WVgChG5DHe&CHqdCDAA5>)L@g>suD)dZoA zt)Xbp9vejqW$Lyy7~!oG!@nD=DA|(YY_FKF&!xOs z=3T9!OB9EdRZW;9cmvKC_L8gt7 zs$c+sO!`bQ#gC-SxPVEdtSdq#bxfc^j?caeE-+C^j(R0s{48`_f$?ygC}D1d5H*;?q*Qv)T+c*QK7{^W zhzaL5Ky^k_2xEz}WcudId8?V!(m#|VloiHj%{27I&M5jC>D`hlADmNCSeIU`lI@_E zF9soxz*1@7&DO=(2s&K6eZnAshke=fH|MqV@Jv487b_5CD;Z~*pK5xKnPt`|_{Gbd z`Ijt*z@0e~I#o;(NonM`Qwj_dk{rsZa!a+LYB!6dtkBuS_UO=292RPXg_eQa9AS*G-5J}rMbe$z2MUm5BoD3dhV*gl`ukOOKOw(#czg9ubDIW+flBUXg z=eV>Czwk?az6Yngs=jukTXkjp+1Qe<8{NnDBni zDcY=-DxhikS$-oy{UE5)C?r0^1U30Ao(({G1AIkDhL0mP1^&Ir#&e^*yg!B%2m$Gp zN8Y$WOiCGC|Fm*AnU0z`!_2NPGKEbg3DupcIGPS7xko6%rl>)1gRq+k^VBh_ke$qq z{GK92HI_%;0;H(Oshvu4lQJ?y|HfRjG?1^9&Y&*pA)JiGxSra6zR6B3{G6^+V5&tK zDk_lZx3$n}``%==;ryV#K9HK>USZHdUo>$UpMR(Xc%_80h2@$NC&|MnCRJ;0JX<$P zxc!`F-lNlRvW|d3%@`T5Z!m37MoZoVdUUta=p#e#_)~Tdyjbk#|KnCo9Pj`2#*X@4 zq(gmN0G*ad=Jtn>@6^HbQ3M>90Gqf~e@agfO%9`y34n(xmi2ZdqtZc0d*)r~%xxA# z6xsY79(ZHP&d3|ny&C+zX_-;u6LPC4Zku}4-a$YP!4TRgRmYggun?3TS51_^Zuw|s zAwNd_SFMAV+*JWn9?XqwHTDT|=;QrOBG-&?{M#7k0^P%NdVBxQb~Xf6=?KvBO_PRM zydgC;TNdGAfqwepH?mC@O;TGLGb&sW4`D2|AWZ(mm=jL2sfx;IvTi< zBJ(G*@yf$CizLb;Rw@@lOtD_#zEbYAbeC-Se{xZTHa54r2}ve?%AgP6!Rz&k2azvO0uxWGLk zVhOHeQZi=I!Lo*GP7bET1nlE3+U@fUx7Ft*2WjnSP;cj|qfzaJ^ay5q|BU-88Mj+SCf-QM3xk`ouRpNBE2$(v)?e8Lnz;N2xWE6Ed#k{IoEreGW2hiDX|Fip4#8Oth^{xdpX9D+n=gfy9=xQ;)EV*s4TQuk$)T#d*5uRh^o{< z4SPNm*X^%y@5UaRvv?MF{WS(MeF3}nLGWhWnm-8Mhhg0&BZTf(2<8XDe@;>ORb{V^ zWI;xv4%9k;5|m ztcPv|ERu-@vq^_p^j9j@+C>aeiDgfy(oI$8UYRpflLP8x0E5^1eZW;(#-v`5Wu zEgmgJ@)10u5!g;|Q5g>V9kY;0v<)h0bh6P!q46P`=4dTLX#-=GGow`8(fy1wW^UI!#%(2Q)1Q6aFrD1<#~+)P zB*kK6V~d)f-dZtmwI5$(q&QFnu)s zpaSIePFua%5U4ya2P?HQbGr#KF??A%O9LNUrQv<&(C(m3ESF^PYcMUHzM5%s?ASSC zB{7(a=1CgcuC(H_w5}`bCy6)#3RzcIG0T8rn9L;S1eUC5EO&r+v_Q?`tqyIChw)$mPESCYgkUz`oRxE=;`}dL3p*opfLyzJ+8eBk(lyQ-; zjOX&(xaIZo>DF*|np?xW|FgV~-2Q8MUGxaIyslTapJC`9!-6>+RW-#L{5DuPv>3)M zulGDlGX1l>{wRfEL+UzjfUY+p@bH>pI-T_nqK+UG^TqA1 zujVq{R`Pok9lp8ii|rCl7xg4Eh*Yl$qsgLwalv_`Uf@lue!{vLK3){xsmK^H4IQpk z>!zfX{P$Y5dRLA_w`W^-Uo2S8d}q_#g}ayu&-t-=`?((a+w`FsJrD+RgFLQtHmX%?K%1`WMpfkmz~UKd)=jDaub489qOIs41vGFl85 zoT7#9RTY4>8tiN$8jUc{_`leD>#r#Lcx_u66p#s8x;tiu7@7%csF@*#?odSOQluH0 zVd#_&1tkSUZ)s4JMzCqHNdbd*^xpA2YrW5Y_q*5LKRx%~@crSsj&+>p`H_UNA&u5% zbbeI}^@44w))en}M8tWzwG(*;yV;1IDIpx`p-Dg`fWtQ3#mM~bQ9Go-I6b;hXP2rn?huPgo4;D-H$k6pAa|W zuB|RbtOarTH)fW(^6HXYH}uS@28%UfbH&9ksMopUA^x)gwiqEV6|7)md}c**o?WbI zRxUX^LZhroh$;n^!h{FMdXi>K^AUmqb2+cV-8$5PLNI{H0LT2PPhNR|!&W#uFhrBW zXn9qd1&g@W1Jd^fr#4~Z&O%SkV1vMAcj;F9?ZvWNK*VT`48W+oS=}F1i5h?kDuifq z&z8Ftq>HlW+e7?qJ#?Vf+PmBupALOrEtm!N-Ww+%DBN2Wfu(J@(jo#WxNAc zKB&p=Cg<3>%emX;;_?a-Qb03$W-W%WndQ*6Jw1`7Vvv&aO)^;A%eIkDUHCRZ5CZ@yq3$-arl)h!kT9!sXEt@u7AwA^K7cT?S&Ke%7C5_F(d}MqBcgs8NPd>$ z?JUmc%3Z6qche70+I){)`3OW^V=v{A%ml{2nh7 zTdc!97y+=NG2x9d_b7wZqOQG%bj70E7GbucY3-nU{rn>M)c}-P?cf)Kyqh`g0)#yXs7jzEe#*CU1P^ zSf%}O_!2bvz-&TQp2j5Sk^p~4RwW5rx2DRTyahxtFK5~DzPflu^Yx`a=D za$ZW0&Ya^aO}I=KHyM!MI|F>QCF&Q(g#pg~80|b0ZUD*Pt_V8?u4*5F6JcMDnLhQ- zXj3^Q%k?2F842CR0`TN8-ocx_T#_J8tfcEzEP!oUmCTj@-pWR}%Afh2-T{?Q%InpY zv}=YPT;j4u7WQe^--sG4EbqYY-+xE=tcEDp+?3JzVSKjH`wshy8Uu$JmTbl#LxHY< z2*zNiJz~MVO}eX=`%$jNhI0ng(N?YFqs6 z!h04hb|8NB>zjL8U#9`6lx3b`>jlB@g6KqTzxC~};Sb()*5jE(1dk5!rqE9kvi5NM z!^f*!0wc-M1;zZVp8I6lB%I_`*-GK1twLRY6l5)6ZO20N)cDcZ9aQ+WYNe+U{TJWA zzy7stTq>ur zyt4__UIpuU=lC#g_{1_RvSGKvv5xC$=*1az1zu5?KE#7#CZpmSkW{gSln&^V%oT0C zkm)UM!`FSmrHbPXXP@p`e0RyJ(gu~Qyj9Z_i`>=VeTmITI-2kvp=+$xsBH;P=Hc^K zs+Gp%!0YRIqm1wp6Gd;dp2Q*QDkX1Aw3`gQp?R+USS-dt!z1NTx$I~SbgOAkh+m-l zKD+XkQU)x=m^|12=xRpCoqZuM_uZ)vud+zSy!>vSZMqLnYZN+y>_K+3!FDM4MyY|P z>-S({*R1%}gICLdj9RIShIe@m^(m8So4G+myw zFS})0gJ+OJluv+*XWT_*xil26uZTXtyb@@{$_(e4HQpcB8fRp|oBz=J1pn+lcht}T zU1?NQX3ckv$xE}09^nknaJXz;yXX`zyVE+8F;2~CKlYirE8M8b+r%WY%o`mxa5L(& zhR#cNt~3?Hi+N6J$CsQ-eG>J$US09qgK!Lg=8RSmPx(fS)B;BbcwRAW+k9iQ8dqwb z0*$;q*JmTm(ryh26BXaFC=pet_ZTwB%*aLMytrBGd)n02R&nw94|VID`7QyZb4fwr zY?+`kDp~Wc*H@nnNOec3IO|!RzjFG)#(7m=YJ^WUG2jt-MKa@s$5xRggU)S1C4(XY zRWQ?RV3p!Tuo)kB+KT1~|L~k=ta!eqbe^5I`OJ9&42#bA;Pn0E`6Je@yUC^>-FUw* zj{Wy^>Mnm?KVmL4?!#9GKsjP%M6p-+GAS{D{*v2GNSfkL>1@J9H1BHVy!h4DemJtl ze5XYNx4A9@64?@x#US*-MRc{=S{2? z1&mG~`vwbLiNsY9Fol0xH;MJJC|cm($}|b_Z+JZ+xf2&{pZkeG@+p z(0z#tq(=YC-Sj&(S7k_owtErfqoSC>h_Wg>C8cQK>UGM|bbh2N?+!a*Gy3pb#8R$I z1A}7j&ehipf^QfU1y=)j8F+TruFsJ9^xb9CfkKRNF;$&G%geHKaY12JoMu2i6J@zL zZ>ZQ9gnc&pEaC>`7DA=Bw9~)cLLkMTRPuf)2>C{<%n6LY1XkIC39nMcQ_dkck6sB! z#0T0Y8+R#%7A8k_Ctq7kjy_6`;UdPV{hvE^1?^E}kjH~M!Zyrk;!x0lbWuzQ$&F?2 zqX)-BeZE1xoOApf21G88Uc9LW9Nc%<0Hs|}N~`ut$o6N%xDMN%$d%p~g<$+Iia69e9xWfLv(MuQ}J-iL#^R&vpsvnxn9r%pqo-KG^xKCUH6KIg+h zy)d+bUx_J-uJ#2&jNF-2-+nZT#*MTV!!=;5%6;;Nf*G; z4dG%Y@D!u+)(S6Och8BQQ4KZ%sn_wQESsO5VK))UJD$nDEu!@>0plFYHSB3uR*SUu z%vI|Fip3R_RIy)V&taL>y&fN6rBaCAzG_}$CN;x1xtp2VV_s%uN`#uw&x){sxU{K6 zuR_5b_qeU-DWgJs)l0fVtvpXW^L|KbLalJrtD0vT3tPE0eu+BgaUz}cT(sKI9^;^4 zSGk5I5Ys7$cVtmOE)Q~@kTzuL`Gi_fJEwdn&UmXcf`*LTqpnDqC2(wpBiBt9^=vxg z#Y@J$`j5~wO~Aj5q;DJ`Du7(hOS(2IMsg{XuN$a4qVN;JT2fqtWdO}eTZB(Uc;YmW z^XWORa<Dz0KKvvb>;qas{)M714o?yth?3L3REn!NpcOTL{_ zITw36Q4&OcbI!|+pewOy*4x#sgTVtH_N&}x67S18gR4JtS06E6kV!2#Dq=4Q@Xhv+ z(|1jLI>0aM0hNohJQ&WtWenh)&rN;~f3n`mJq7%t^4#gZ0k{WxZ8oL-u=_wbF74&q49X$Eg@w*b z7yHCn>idVc_R;F~q;)2413rTDU*2X#6RRf@>R+rr=|~r05=J-+8BJv`YA!t)A}TG<;rTlNk8zQ>HD+U|mBlWe1+N2e~#R*onZkr;&(BKl`7Xjp8K zLnyDTf`G|S&nSk^a7v}#;|>4%fowyMLCyo&s;!$`q@P7Y*%Inc5ALoRP_ak`?iJOr z3lRmi-?x$H+gudm7ql}vCySC^iQLdWGW_Hz7u4zg=9f4b&U|=B(+p_}i5dV|ta#*< z1=$_#hMk&*gkr?IQig7a1nurRp`6*U6W-OHQXo!1zs}GW?uKMM z?(Q(eRYT6bHX35;c~BEvf{4%9mLCDoql4>EU`8`tBJA9NWf`F7adkMH4JXdn#8AER zNbueSW06nsAur=`i*MhqX6HqPrxQD@7W^PS(#0o_`5Zh|>uQ6gt^<^x(%xvAq3$_I z^lHlxy)y8)0g!u5d@fV=OLB8#=a)hT_7w%4__@%4rn*Jm+nyr5eKl%(WwcN+U6Yb* z=Tl>B0*h$Hf%cXG?@r#G!9JP!s`jb{xsB*Hhpjg3EjuVjel5)_XRo1N&S@=DRK~{- z{xawEY@EcPwLwi^_Tv{CqB)az2=49%sdg{)p;fLK@&XX|C+S@#QIbC=SV}Gte!^>m zg?X;ToZo5-U)V3W8ms{6w41#q9qx70{-(T<8X|&yyT6lf!$k=L`EqQI{R`m|L8gC0 ze^wz_16&=JFFr*7Byq5gj&B#eDE2dP>`~K9nKg`IHF9TBtHNGkzRkyYuJuZ~)x`Tu z+{@L-0O)O;QPn54UBke)tK5QhM|)sQptN z(-v-U&=DKoo9apuEm>)hpPk_Yg6tuYp|mT~)vd)2D@(BdWB6JwXP-G7 zeZ@&Jd%bMVYl-=+Kre8c;e(KR-NwI}+`P5ogH__b@377sQD+w8AtQ&uQo6O%6ZvfqS9l{?VB^Q^7>QfT|+ViBu4 zN_C6080~=ES8!CYns2dkfU@(~8F-61=P>`m53&_9he)NnMrHOtyR)6*ngQ!-gdfMZ>;rx2WN7KFeFGk&+uP;O>n_h8hwxkJsb!%x3u?c6`?S9t9QUTAn{J1Vrb@cSCN zJmtQD68`Vb-1Mfqon8zyIpFO#jtkGZbdk=U_k=Qb6gP5ovj*f@t8NT@i{wyt+!)~N zua|u`z?Sp(eS^KA3ygmD(=pKS_;Z#qYTfagi}Bh=@w!|I`f3SC+y8gj7uOY-ndE-g z%ig8SO&`JM9PceH>K3@?O;`mi3|jWLYdM5NV6-}v_rML>b;cW9Wz_Z?Qgb1Ssm@`k zHZ(xNf_{sZPgh}6tuWmrvlt(MJ<8TIKl%CTa2#W>l3}p+w32aA0y29qF>1l8O;0Pt z8bnP}e_iVt(;=>ePw}tiVoZ>EHERJ85&S|{jI;rc!st8_joj1jbvrp&UC9s9I8_qVOoBOqT})yfU+tw+1ezJW zyn>bCRJi}KWwK?w)j3NI1|^g0g_+uDFWsc@utQBO1Sf+9pT@?@>51{rp_=r;Mmxrd zP}g|dBqB1&7Gj1EP46}YEQ+PNqto8hXoVY^Sm1;Q)rc@#eau-77vv5+f{ZY3KGwHCJ&0{v4 zbawCd$*Kr~omd|Amj6OG&rl+PW?Bk^Q(vbwq#elA88oZMkg-89;nf)Yoja; z@52PW7eW1n99O$wo3ZS~TrM!JQ?y2eCagS)<+g4VIee$HHF_ z{CNYKS4OcEuUERFXBPyur{g;+QFPx)v}5auGR#+l32*O zAsh6L^lH3Xp}K>x#h+kxtfx2BCsb0w~jmgJ#AwvnFqr$n#}So7T!4 zn_zq=f}dkZGvV|AT;`i+${-Un1oqlee5>X_KZ4V%*RW?Vo8cDng@U?hipu*nJ;l)D zG_efBf^ULD9`0Ko`;^0Rdbm-kzreZkE1F?GB9wweoG0w!2tR+W`lW96eY^)8S;{&J zyql0x6I5~8m1GxG(t#(94i;CWfbvKhtduM%wHIL6!nmj6osmX5P%)-bYeh8jno4>& zQP&|zgnq~M+jgpLb?J#^^_%#ckJSYIJj(Q?fiu`Vk1c}~Wchv%yJU!4Mq{ZhD7ZbK znrF9`Zl$V;P(9%ZGaTaY4y;wTj2h>i}H{|EN252xscsEC>!^kNjjRV<82ui9JtsY(|=%Y-bawCM$(KUg37sXA6*46L9 z6j|qVy(H!OS}XaCvY8K)cp9BMURbHTaCJdzCtl=e9m5Y9-wtkq+AhMLc;K)N-ggm+ zcK_>M=6^1M`OlSu|1g0G_$Pr`X-9`%wr9P3ucnlc5m}gBp#21gsJZSTgnajmQMZ6; zur>-%th$p(HTf z?^B@ccLK8zBL4@rB(d>l&`JE;X&Yi~w_8zv+2-Z;_>^X6egOjMe%L;9Al3@aOI+9OpMQ*2EHx zo#y!FJ%E+c4~eQY18@1Sbmg9wUU4Wq_w;P+B8k;HD@@t7Y=6y1o0KQ7Pc7?&VC)&o zJ~Nd)M1IOXZDU*}CJ&A7WBvr?=&RAP(CM-il13~I9-~Gh?P>T|gm)hjMQelKxmEES z%^Pr8?S%QYE`NebmacKnWCBW@WPBI09~3GmkMULrgc$(7P03$+)b2D~Gdm>RHgc_K zFemyEVL)01YhwQEcL20-ydt>ZbLr;OXf@%sM4RC%vv^S^1FJDC>MA~_~Bh2HIJpQRs!Hl`4*@Tw2gPrN~q5hgTw~3zt zMf&%G_^Ez&w;EolG)ZsnDorz#=m?nIfjI_-GW+7+=t+E|UYHqX9z9mzs_cls8;(0W0~Cf%Jr$wy4oH z&m_s0*Be5fZsQHyvhL^qShsS?HF{B-cTqk_+9>7&_y}$oH0l0%e(jbGRdGwU+^*Ao zw{L7cYT;h@zJD-9BDE&1GlXm}S4UE986HZr3;=$8O@er1CW2E$%;)Zg)e{_A^uqIJ zHNK`4Q0t3Fw%YNYyL}FKU%c6rREQ(F?)<7=Ee?1#S~OIV;WyM7O<#B8ofZp>F2}Rw zG1t(OixrG{41G__dQQF7o6DYGo21*oN;&Y`pJfH`uJhPH3xy>{Xm~|snCwm zPmQtiqko{R4Q>moOEqY`G<)}Z%AZc$IKCh-efHy>q>I9tlun$ql>P-%dg+V7>-{*Z z(F;A>LTQ)Nu?|(GH@Am0O9Rt=Yv}k!JD8V5PLIz~)e|qc=`$1ZmcrxDvXi$(zi9p7 zAR=`m_;;AIm)x9kGRtu_ysb^HC!y7T#GPOPb(x`A$-^z9@0e1xABap{enWzWbM zU;UG{9QfqD`BIkeqGIxtNbApT!?(`6&P@yCM$1}W6yJhzu=Ve(<$Gz2DSdAUU@Djy#>6v2b7xW~_ZYDify*|~LV1Q8xN`Em8Qe{n-fbl$k^B}Afs_Vy7QzzZXn+#wC858JYh`$sxaGQ%cp^xUF&DH{bv4rv{nCsz6uq^X%u!HsAmCo^6G1 zK1Ar0dH<@w&y9K~DMeJmswd_BpA$UfKWko8dFsY(oQk-(s^loHP z>8upoX!{mfO|2(EgZz8EuYuii6M<<8%&R#`!qh#rPKHGYM4r(+jVrc- zP7>kxBjb_5By_vZ#2#!4fB}Pz#zs7xZM`UEI{YF4zkup;6$PEHMyL%Uv*Qzsf{DSB zyvnE~WPm`VZ2 zJV(9{M^!`eZ6STyeLYHJ>eQWQIXDzoedA6c>}4m{D;(&~Q80Z1QohOs=mit?(x*ct zx^_5ziAFUN7h=9)U@~J76?eXKftGF<+dv- zh#bL6x5gt487v>++vn9tQMRMwzS&Pau;aNV1ARnimmWrUJR+^CQXD{VZ8aUh*O zJQD{e)`DNc1kVL0#jmBFc9RkAyxO8Nddjj;+PtlNw%elGgHSGdkIW%5SZ5lD5z0hv zbE8uVb73Ks-_%$}u+@kHxovf^4n4j@fhr+oBt5JjV#3&#ca9_PiF+OrnAPo8z|^l< zqV84$Abu?n4e z)XK2+c0I=>Pcz>vN2a9e;L_+FwD=Gk6N+?CQjpl#VQL;JTb% zq?p-~6vf*rUUCx`)Rb1$fZ3K8THEy&5n6FVHw6YX2tyqFO|Z&X(8;EL^tQ=J2(K7T zZ6nE?6=iG-jM7MpUL)hvjwa*DTn!+4pFTG#oo-qzD> zr7>fu!I^5_t=Xq0fv(QWV%o}7T%#@z_J*iUO6AF!GZjs8EGMIB+O4hC@qGa`7_wu_ zSVNhf;l_TL!(ys#N2Ty`NDh0=-7$QJ-7Qq2SzVL0N@uNpxA(wM!hZq2{;9wHhw$}J z{cZXG3izTVB>%n;{%5ho<~gPQruwJ;R!)JhD-`iXslRnnW&eh+HR-04q- z$c@SOvb|evZr9bf0Q&h6>!v1QF;ou_zmBi~ZPvc^?n@m%W>eCRdZJhWlM8#cza-oe zW;R>yedXXec7VVQ@1wM_9bvM- z7fTjZajJr^#8F)bl_yYR8~)(leSID^%f=lXDZ4W9)8{ z?qEO-lBO}f9R8sMIZyCYJC~9{3ngDkoLxE|;s%#^0D zTLcDTu7I<5a=MGh7-^GraHYn(YI!?LcY-kS@0_kJw#l!zO4JP%M|BnSHcgwkqZ$j( zpo)s#Br@g+MXavk$B?Pa9&T197q&4txO#7!*w}5t!G64^rTlEk==buZu7amGYe~@W zPXw4;=XBlvi7sW)XG7Y3rh={6%&$lb}ua1m%=3abj;pr#aN@ z650dFChKL%e{96C3_y>3NR9Si9IcB`)-Qp+K|<>uM9nZ?w~;!lrj8wO++~ie?{nh4 z6KeKG6OY|p6TPILFx9;OOf=%!V_nSLwC##{_`M6+Ix=Tri%5Sdz>;@@EO#YqOG>}Zxm^e;D})k9JqaW zJ3|C$;RWrZEqXng!N_0YlIlhCtiSesDL zotm&7$9qqFK{Puyz|=E0ivIQaD^E`+6i2|M*83Z^{jgxYk~@nde%;#Nk0<{pj2LBP zMD^!3&u~LvZh+L~MZJ!kYv)#>5UY>Afp+HuotlI$B8CLN+Ghk@U%k|PCJK*lId7W& zKs`VPxy00yGZVafx%T&bWUGqvaiKIncawERigaX0m0)75$=d~{yup!Tt=KdP*Bxbd z>HsKr!`JChYIFAQfopZw-k-b2j5V8D%xD|Qt?L2AX1d#BqG8O48}`ksCM*O338 zQ{Q@<4YXOu&U+t_Kf1&1t|?5) zk&^oKtdER*)a zz2`R;b_6mlV;&>{WGO|>LN-y*e+s@Zj6U4mJ{O>uGNFmhV$c&MO&+AD+%kVisM|rc zZ8}!#Kn#th(KFhCh1bFCZJilr6B`1&yH}Iw+CoGd-0hz`J{a{ zr44H}LC*l47vuveQzY>~%R(4y09zUosuW9%q(@*Z_2?3aHr1(qK3;WudT3z_C<06) zrtGxJcFh{L(9RWS3$j!LJ)lL*Hb^`?N^>B}jJb@> z5lROL3wp20M721#l)WvlQEQ2B0rI6N;a8TTsJ84gqJkElIR<;$A8KHeg-HaQ73U$y zk=8UbA+?|zRC?O(F5e?=?gP12FDaL6^d>B=$tGP^&pB%k@qW)@Mh}xqgsJLz_ZY(N z4%qarfZNv$X_OpxCF2*@Q~c36Mr0j2DQ#_J?xAE3^|4^qAX{xU7(>gw*+#V8GP%o` zZ7<^15pJxy=FYkdQcWQ%hr4#wYQ@21cOouQ210~_=619PX+ki1`X=5sRwC$v zLD<)JJtbd$;do6aThL;HptBJ$)(AvdBN5|D&Dts~C*>N?himpDUlbTwE?MD&1WT3k zHX#C5Nqp~WNW6`JLh@w;sf_6aRPL}rc$Zd#9$Z?;qLW}zi{RVrm&(G~TXk}|5nx|e zQ-n?%ZFOOm4EwH`?!YezZq|cl!AIF>H=PDceMw5jT*##4AdfnySa2t+D$fg=7vxKD zwy{L~PzQ!>xPEarPawi*^vw&~dGetZ8LHgxa)NS1ifCxLnRBv}!>!&L!Mu<nc@W<FB==a9&4L!x@v|f?xED(v0 zRTE!%Hm>I5yCQFe7~wkJbL&&NU?h!17XIO{f96O2nIHKt$*=#Nzi{*a#$VbU8);Tf zAuEMXhK}dyb;}7}w7S3i{v;ANnoWMby-}H_2A?Y4Y&lr(G_Wq;{KH>>I@Sm*Khs#n ze6D@4#(cp&+Fsnds{LyZh-uxem^SJ!&@TWAeww(c)Ce+5VvA6MRjE52+v+2}UpI6A0&-bdiHV z?@r|a23{>FOOP3`26i3H7~m60Ek(=8@PX>eBw^e*PB=5cSjq9dpT|JMxQUJuc>NbP z;)&slNs)>n9)$pi=4^IS0;#RF)@pp=l1X>zuUUb$80^AskM8S`_3;j}YV>2bIM zQ1B!*PU>WNM6d|rqVQT|l9+A?FIp-DrqPP;)@CMTeR!-}?lV@d6%-q%=_GT^)H$P< zB$RQXCdQ}z(Ik_Hcpqp}UqDSy{tYeK@sNta-B)baUP|Sc3Qvsbnn|ufJbCjLvsVF=t>@fVdJF%bhFT3O-jx!&aoMhGT&K!e84n7t81^V9Ly+Ns$|`=?EOysbGk zSbISnozGtlT|-iV2My;`$2byaSo1sZo5&^u&D33Rsk-CG$RCEC8>hMT&0QZnP41## zFUL}HtYFJGdZnN*u=BaZ1Hxgd$BdL2n*--Z&p-ubhY5f}fd;c2kJv3+TkPldH>6@( zP!q|T)rL5l=w}LUvaf*qg+IJyO8oJHd-BES=$|q!3@HqDT%OND=@RYazmIlrS#dtl z>3J2oR5CAx#*3YZ-f8k0)$8H|tf)jZv^Mo!Q&UJU`bjB)N&1m^ z=It`&J@>u27kUXBuqeeYJ7kWk;#-tzYE1-d%Msw;N^nQVn3s#-O58J4Lgxgcm+VKOdLDWl`&YGHmY_ZzKr>11(6B@Zj~ z3d^Z99#e-H{iZe_4NS3M8g9=mVePW!;CvpG8Z2TByKTyU-ExviJGH=Ili?cQ5?YN`j_NY6WFng!(VaxXAto;DgzJ7hb2v9y-#`%>@oe*KF|oYQK$F ze351J@ud;2tf4;B=K)QaAE@%c?O$K^ISfFfkI~zDS1G%au$O# zl(y?u63;ml74S0w!4oD*NxWkWN6{q-Q z9TDF8dEL@LiyK?=@2Zp2^x!u`bPCrA=kM98lHq4+gYDh53Jj&s5iRTtp-Lo|#&E@j zcOxYoM3*mYzDx=!t`6NmAGQ0Z2 zc0&f3nXIMY02v!R7s#O|_=Q$vVh~(9kR#EPIxo&99;ZpcF4pa2Q9xM1AU1vndL|fu zb2*YBQAUqjTvinz1LavG!BJs0RzZS??RnNTd6$4;=|F89DV;zmu8m~BpI5hn2+oph z^jfn#x4AQi@&SXOxLO%*Sir0bEcX~~)(An8T<8eAFFcB{YUo19<-l={C?*a?Eca*9 zr3(qfdyFEeN=X+Zn_7@SgGcIHgxd(A)MgMRkGxV+qiKE02xG7Ujf1l;FO&2k+;)b5 z=aTRgb)c9>tdEqW5x07tl;G$#ug5e8U5`fLG5Suo?rsQ-N!<(?YgpY=F~(%~cue_p ziQ6bZr=c1sMg%hVn-2EF1BR2Hs}XSqfPj!B>urzE>Xm5KVyivfn4#=coXF{_2tz9G z1wFuzVX;mRqh_@XKrw9ImF?%CS;g=r{aCe(#L6CDNF^uyRzJEyNl^iXbV*998cQ!? z$Bjznn{8YI59K+o@;S}}r}|;sG+upcf*u{MDB(_7%j-NE&*@r=fhh%01uRy4utr{}?dhRc>T{hT?og)paSidCLa7>3l(qvwp(tO&0XV|78a3 z&j6&x+HV5;-3j|W0GVf>p|(+YDYG*s%RHZZjoIzD0ZTUPnM;ZP{N_g4+uPwQewVMS zZ%_k!zVSf2HUB)d zQ|;XFCPRKMPHX#FFDB#C!~@)B1*?C8oa3a$SI7L9*Jsn=6$ZwfLf${m`^+qvAd*yD zr(}l-fSt^R`~%r~S98J7MVKcXhP@@ktr*WD<{b;p!XFLt$|h3ph;V(aCgi6xQ7PH` z;I`aM(TPjBWFyw6szYs&8y&2N#Ii+B1} zp0BIQs$h{%TT5G?-#_I`;kx)~v1y;WM|Y=^rUtps3P_Yeu|pyPw_YHojz)xlU*dUQ zx=%^hRe&Sga)wvAKl*QyES*^LKa)IZQ%3*d@&6dVAe+4(K2A1ymJm%{R5QtztZzP` zsJJ_5H77mNAo`;Hnk;@}Mw|0g>bg8jK2JQ!w-}^ZTX>#`qMlXTQA5U0oe#qeIx*$h z_U#SLR_LC4gXIDir&5lPrRRFhNv0E)vm_>bmF9pT>d0?j z<%_IezU8z0#uiOsEiQIp#$~t zlGcn=#@3Eb7ke>wsqIx|Vy5L^>}=pD&Z_RJjlj7)Npa8l*Ci~oJ=8G(0`8?#35zIv zV|{Z^_|pCHKpUll&ZV$^&Yp=gpz_G(0#;sovUp^s=lagOkNbmfD-+R?DydE~ugQH+ zk5$VS&fSfHNQ_klgCZh@{qL*vXaZh_5&S&86UlWz4gJ=HE-Ar}eP^fdcv?t}+B-8< zUJ~XMNELO6;!CvmT`OVlh^f&kU!&!9+l%x!eXvS2(cyy11bu2dW#aw0D|*MuniORk zTK=K8bmM8~(&^Q!neC;Um`(W0F$@l|4Y!2=#!&Q+Jq1D-)s7X1x7x&|I(kQ?jf-XTp;OPwCI{0{`aLcPl#Dq z<>A1xTg3=GThGjs$KU_+&^^hfQ-^oGJrX3wgEgJZM%QMYhoXG{(*AlOI>Nbr!Qias z=HKJ{>25T}bN}o3zTm@rYpN$=kNNYi!~OFAt^GB$r?9SIHT1XkD!-8gMXY3csO4F+ zBwl+>(O%Du4hoi!lP4MzfdH+-`tCb>+oYZIUDiWC=^|HL^vs`d_ zEk%1>Prkkb$*g@`z_$lZO`VpZt0SuY&1LIyH?yLJTt_%U#Gyj2%pAYjfJ^phlf zqRc*_3P#r(Ep1-)@sxk17ag@Mdm)62{vdL`Qu+Me#ag#G$!>O0avVi}{eKhKn9n>~ z&1u0GYhyYeoWOw4bX`rji9&mgs2DXEj-hnA0Cw0y{~bCJ=Rv&Po-GdV>bS*ylg83} zi+k?Cw9V6jzrl^7pngEEJI>l(BJ!N^bPy&bd$t+|E+-2Od0a?xSBVqE4LMBhtGSSM zK&OmQ+=xchkW}}w%Nq!4f!4-`#@U3?Wq#j@jD;`{6P;*uv_fIHB)w~6nmPfAA98h0 zT@krrM3-q`R;_RmDeZiJvbb_Y*|Pog+6^2;$te#8Xk$xRbm?n0IE8;Kw&SA8bC&3GOUMdyW57on^;S8^`zTH zCxzz$(q=Zm==&f@c-N9@97>M!A}j?pGui;Kio77jX9%FIxYT?I+m&MyADw|>hu`D4 zET+!xgJ+Au+X^xRXa6y7RKrawf&{l=e8DMbWr8ntjOGqwBo6Z(d64d2L zySGHLA#hL+Sf;KR<|9o~_Ywm;!*hK~U0iuhYuM=$3_NQMpPr`Zv7j{0HTjw?q5q+hPgT_KiyrAeLx86?u8TcH4-I(wTvUGg?*aGhHd zfT+WPF$BKLf!0OS1!{xYrpOfMh09=9+rlljqixQ48Z4_-x(!4S(~$cv*r~ZygAVRF z2hsQp%{&G@X4cV+M(Nn1dH7o_YJ?t`N zNU}pzvQgD=t-;7fwyUz8-)dK&cFjcB<{}q-e$BE^R$w6>)#`j7Qe}WIC5lv$ zq+l1p?h$aHg^I^R5yZ3k`nTd)?eTe=M5$5_1Q=^nZvgNrCOReXz!tjG$S;!XKt`j9 zl`x#?Y!DD(ZAYLt&cN|Aq$188n`pyTOpfYUXPPS48iZPH8}YZgdc)3$-tug{S(+NB z_@V~&Upblf4}SfFU;p42=N|#~yZv=O_;>s3$?x{pzfE#n`Hf#;P6ud`_X68mk}(Cp zZhM>cyswCVlY`NltfAmngnU#&tfzlx3}t#h!kiv?)E#y=?V;`Z-TMZ|#Mtq=z6l-; zx}|pO(|RSUEN9r#5I*QeUd*%%dtppr|5n6@34@Gq6KcYh93P`H{I&0_zc{(pF1X(5 zjoR8X{3cAxy#_OdNBJ@aAUhsZd0=#pc+2#zlC?61vtsy)oKJG9l#a$fUV9ZajfLmj zzeTDGe{hTC%LrX3%||i)6FsN?RGX3!F*9-1{kI#k;XPwtGh@gR7nn}DZ58&I&Er`E zjA)BEio{tzUIWm)ojuDj7>hR(gQjB^+@9w=iOmfC{M{VW#R=HAN{?b;!VrUPIetod zhD%ImaTJU}UnO{j4?a2HVs|tk**2U>3aB&?4C>_FRSdpGF8;u^t~mGU3Y;!Cg`pp* ztC@dE@Ee(Z9w>2B6POk2n7~8*dJCLf#FW+lgr{1+9`?zV6>XHl{7panp}28iWEqpN z><0tV)L2R;!o7$MA*sx@d^N}HR$+906;KUGj-qE?#R$`m=xeX#G0L8WCTzocVnvLE~Dc*V5MnPN$OfRg^znHwLfHORAk}a29XqnCwWLt-go8 z`fvxOKbL2Db*W=RGpBH6uCS`k>&%MMTILT(%DL0Q`yYoBLcJ0}ZtQ+j^!d1^Yx2#7c0Bda4)Nv;uquz%>tQe@ zTGEDW6%5ESp!c=O>R{~nf7pA=w-s0obKAG$`0a-Zx{yoPU2py8 zRIyGXbN$Wgj{XzK=2guiChW~9%R6&B4Kj-#59CpA1Z#9!lAzN3H_UogSLPSqcqwmETySjC`ZM{Orm3#gGl0L+_n%A~-E5tz zP<)je>AW)QGa-vd%ss4y_Lc(AY+VdKJGK%$*D`VpBgrZKN}1lc4SB$akr9miFJ|q| zSk%u`&|ZT?Eh8om%S=pW-5bxRR@XX3k48LO_NQjEuxq0aIv_@;&u>5TP()t2-eKeV zp_FoA=(Akc(aH1wcKlL#&haiK!4q6IiZj<*kU4s(b4OYa>KdFc+*~W;X=6amQzG1r zr?0ZRw^IH4liy#FrhEL_)NdBCxQOYC)tlx=k*Bik4If}HM73cP+BoVI*j-Xsg$hn~H7HPFa1%TV&wd)kw9@>aka1u)q8T6a9X^IDdGKPuJA zGHfhauALofqXqR|D(wLU(gL?>Q&TG&l~G`4*z!QKaO7g}V*x`!`Y`Fu8C zJ{&w|U*=Ce6Y$T8YCwdCfS=%C09B@6av+jG?Hc+}>$l1^X1r9H{(VzP-or>MH7LJ) zl(2b}Xi$_mB}%gWzr-(cWkg_(OQxu0nThp5zmn~sZNOr*9UbWnn+eo~yQ$Shvjmb_ zMuO)!n-GNvh#2D_YqAr{JkyrDPc?M_RXP>J8Hr7!lk0M}fI2uBnt^^`tVBq$<;F_z zew-{r3>Tiyn+)Tsz}rUyO%GwrB?49yFNm62fE%0j2}#Pjg0L}VJF%y^dK$3d56cnu zvjLgwQQ&chnhk+ADv>b-bShT|$o6iCi#c|!4hnG;JJId9;z-q?{wp?kzO6EZQylqB z6U#NVM5K!v?G_=4nmPICFAWH;ijclQZh`P*{Vj)TI^_5vY{1*zvM(Owq?x#dn~Fx~ z!1R+!Rr&oLaYCjB2Ruv}oQXim<4Fm7b?_c_+{01y)gn@Fi{*|yd;l-p)*O?$1lA@e z3A8Jo(~NB^Q~FgQF12m8tS;3MCneY9Qtk^;_XC|cq^9;Is+S~N&`HUOCdfJo!!e`- z0@ArUqf#9HVM6V+uM96|>Z>hfjd_0YlhZdnmcNB$(3YfYvf-jd zt7WSR!&8KDPL`T#Ot>88C|r6b7`zpW2u5Cx(^?`tej{e4cq_n1)Yg5yW7;QK!8G57+|5#_*V2MLcmM=4!*} zqCl@Ad5hq@CwM@qi9co}$7I1!P*h?ImR}st5-Z^tx+OR}r)M%Op(=rpC0NW4C&tNx z_8+RC5e4$IdAn``Q^8rLCouji!eAScZMA@bU}bL4f_lf1e5VQS-72R?48bs-+Ak!J z9-{B(D%lC!y-{-!XDGmKfq{tp$XQPDJ@qRtT$BND3Y{kHXXUt72Qno`o=)m^O^gbu zBv6aYy{9P@e+M08m8g|;_6?Wqt`5xv?~9${O-{s!NO5By;!%*wx^u4FD4)V??hZBf z?bpfODR66P}FNFJAh_a*8te|W%*{)_`tiP)fJM}VQ#+zBiqe{lA6!e+%{hXNCG3RH6Ps zGI(9{k5J!L++@A&&NGqR_NQUEj|1#`A2$2X+yPm1p#t8UK00^$cyH#aU6(;C%<$M| z@SyFD^;^`Pt2^2X51qGBTkW32?lUf`8C?b8+xtwj;V0XFl`;BiPb zpxUzyza7?P^IB22@$;#l*^5a2`jOwenD#$p_T)_($ec=e7WTNWl_bJMqHWQsIsaD| z<9vNI)PgU6rU})2>$H}9@Y5Wg8IBHme#H-C7gA3$qS$4Qgd+vOB^LEUJzT$7VkF>W zW|nT3=xe@+k#Tmt?U)kU-kTz4Ug>Al&!hUEUBu?%J}~4SbYFTCqx(`Dc>1;aBUulo zTew=*P)ZST~&de!4(_8LZ5t6-b9+XpaIwru{^5Zt;0GlnG7VT1ATwB@B z3i>RSx~vBJCNADPL}-G!IyfBPJLtm~3n!^K-IWm1exxxvEcSlklW=2I=C}7tQuk`- zj!W75uc+Z71g)LL#9DGy+8~s3S$D37xeZ_Hfx2JFnvz^v9^IB*k$L}B&+M;N4pgsU z*2!B(sXmELFm^)OF*l+mFtOYgmh) zb8gF#{nbnfOmg&NujH_NAO^V<4_$$S>B8BSLkdp8Kt(3r$99WmsN)mLt{Tl9ekv{si`<;Tm zxf!RV{>%ZTCjQi#rY&c!upCyUSDgLLP-`pNy8=_Y<9^2?t=1z1O09u69XE*d@@lDoF3>%j2 zU%sg)!t-4C{i=ej!vj*eHUBiI?bU0^=2lDY_0h-Mj?Z#0-YfAgkuy`&fMo21%pa4t zZD`N(C-rCQ2Hft=>E~LE2JID{Njx(`KJ6UzbOCp+A@lK}IC~bI6vR{h9NyI3xlP$g z>HsLDxvuXMrjk`~<`Ifma+gx$NwZR=5G;45?=a$h-3`OTQuwE-fKlxf12O69yxpbs zm`@9dk%qvhe1gbqrsnDI_Q!K__`{PJ{-_4rsW&DdIp~NxlSAZ?o}qC?+vOdU_#MNC z)}?oYUP)=E*HVr_xu&Nx;#`{5&t3!T=>88aRloMISI#7;U730t<###uovBv2ZBkvq zt$TN_TA0K$fImpIqU`BbJp;pjq+K_>j+|9Kn5 zi0AI4e7yArhltPY(<>pFm-9Pqx9@{-(5u9p_*nfhbKR~4`Kx8s&0D@?xx#QoEZpX0(;mfflK4sx8&9q!h~ZV_|3%{4Q9 zlI^|p7&jw4G?Mb59K0+$x3Y6qjH&037(b~UzINbx{zltV*T>dZ=kaVK6G5$zv)iY3 z9!;t3_??jay9;O#M2nf&M*HomvnbN(&G7w0weR&5aj z3VNG6!!B(@mNkKoz1cJ-!WHolTL_=u!6i2NU>>#bZ~yk<10vO`g5VGJIs|W@2g|LS zK+l5w0U1JYw`(_Gzn7{n_3#LO{@+`wZjbfi0FpI=Z>%77CbWE9JUFlzbfeXFE>BJX zX#2Fu8psY;?XJ>-(w=itaj@iL0Nmz4XPsb($~1NX3z6T-Fg`o zNQ(E9&J7T~)ep0C z4H`iKC#M5QT!)(=SHGG7#wd+Z>xOaIlQAvd_A6nug0u2S7kYik98qke^dShmt-;b4 z%{5KS513BnGREA@f-iuak&SjiL;TZX>A)<^4Jf&xOx3>yf^fFM&~T-&fwkvtnSxap zz^>$WUO+VJDkgqmCj&ZW>~zwU>_8H-sxne`&#b3YGHO=!@OQW`4Ca$dWQLX49vSJV~1dci|Ul!KA~HUqH>OCdR79}P@fu~@v=Ja zJ&hHj1$DQbcNlN-ctt3g19XwqjR!=W1hY3r)5Ru+m%SmaQm2lN&)CQoCp|gi3aY4tBD*?9gsa@UGgN;|&bl2M+tN zN=|i?FwIgt+jF8^2reJf;V$KxSQFLn%fQFOTt`fK$7ndqXKmkU-Uk?y z_PiW-UyE`HlqF5T2VV!|1h37$A2=Vh<)1O#R2+)uR%LTEn*}wmu)5Q#2XTV$4k@0m zF&Y$7%Gb`k57Efr$b95yvZn4x>@3M>tjOdn2hA4qlPaXVS^pAny_%381?Mmo%GE>X zPPLb%jke@H8Uek)h4uNDa;FQVk@&+xgz?ek(FqFvgU(s36(9yMvG+D?T9E?@b{Q)( zo_1qy%hT~CS7K2``3etOo!_zB<%IxWwZh!kjKy|wciF+NyNTIyRt{`#`f71qXBD3N ztJ^5td<(Cev?QcX)~Xn1&b)~og=qKp)qUcspI4|~w5beQ!9${eTwrfZpl>L+As>f(K{29-M#sfceJ*mPAh) zn!nes%h#TZ5))jieTmMeaIo;O%gr)RQw`4SX4&p~qvv=-fw#LAu4xSp-%vRT2yXpb zfd97upDMurleS%Go45GwT1>?+QOk~3e(OF2>Z!Vq(4Ut+=Xpw>TGVx}1TVh)XWAA# zd18~&K`x?G%KRMvv~zE{9m~kMZU&O&MW?BRWki_u7I$H@Rf^ib7V{B)vTngPSR9$vpa(d4<3Wt_)($($rTrdLc;ektwFhUt&O z2m`_Hlug51Mu}QS^|bXT7$-<aIqClz zbi<}@e!~WNX|LR6=wo!ig>4{GI3PZ<|7XUUt5n)Px|gJ8Hb*DJCdKdJqG7VKo5Sr zSJfWivg0x|e1Q_Ka|Y7EvcKtHDHqx+-C$nTd3AwQ(Z=~|02A^A z6BRFjBk|}ILLo&NlXmjB>t?M zNtq~-tcox*&+xl8_2K{^Bu9RHZ3gDzkZ!^47(p&R~bBNYhl&V zCfkO0wPUlQT+sXsEjW7SX3(7f`q_VL+IAZ-cwDKXvSF+-)QU8*>(_a3IceeOSqXw`I_N!;8e=N~z8c@{TG#w{eYrsWJP`c+5D(Rsx+d2-$)K;oqt(W#NYKnQj z{t`n{ODzTed;k*gml%@I=$f^Y6D%eT+!q?|U`~TupzqYZ)s*K7YEAL>kU>u3reFTZJWl>$ z^T>=o!b%OLpVvLk3U7?Ry&oG~`fsWI(=$Zc$%6GzB-k;n!NF$kh2OA5r&?>hLijN?t&VF;q%L;FMrKvVU~VN?Sb7lfE5A&(25>Us^`}G zIs@dW%17l3uS)+RwSO>Y_|D!~ixTY3&Vv*-OY4u_ z;fYTqK5~88-Er-D__Oa>1u#s%Vvc@Ld6syqKTew}v>$Uti-D}a%m*(Lc?BMZm$$Kg zxf;nv^?3M3assx1yAepWOPA<3hy59l-mSh>EM_`%USX%nQvCY^4W1t!xf zv0T^9Ev6dcaHlT@<7^91H@yl|;GG0f&&}}S2-t2cRU2_xSf$?hXSdSc;`Qn4mvs|E6-3DHUz787?X1Oq!3(yt-=-XU{~ z4k!g|#q#+ezs@PmEY-O>Do=*a1wh7z*nT(+kYjWLtx+_j4bNY+;;m(R;DFRDmKD_EDYz7$gE0h*PFOI-vwEtDsA z(~~bZT0V`Y-Uk@go7*l6hS9Ye$wk5F=nd!mkV1sWA7p9v7Q_lk?cq++S&a}}wU-ah zu@Y;udk8eD;)m|a_n*;iWF?2Uvz8H4r2AC3@PuEWSo0mWQ;1|WETCvX^$UO(aI$F6 zRs(2}Cki)4+s~scSoMb@Z{=wjh;+n%q%*Jx2#Ab{lR2{Nm`byR@gIt)7y{$w78DCJ z%-Xjrn1dl3}x`E{hWW4cU z=dzR^AJHw~COQ!9ms7;v4_ehK#l75~nCS2M@6>+NG z#oLFLm^O)!uPlO9yc6bDI1LHKS}po|5SBr6gQlZQn`BV)XW7Ew-jpKZS@3bVps@O}tDaDy>0a#9}$Vm+Hbq>zhUE7g9C3NL5P+ z%X>-)F1bxk1>H3n9Koa;>O_EPtq?W6Thz@53rx_~vF)g65jZ8%L=Gtr`-`k%nSf}U z#Z&Ti^fhCgGD{=Hqn+uMV1M@){}y=sE%5k15_nJ(u|EPu%RfYg+NBZ|>|X-KY$BDY z1Oxb5Po=s3J|A=W(_f_8>rZYohkRAGYV z@o~lN`0j`O)7#81cJ0tUZ|e7!xs_x}joVC=c)cPcudHJRxpfdlmZNt7MKe%E$J`gH_@+77&L=pwGst^8AY_ z`hpp674yL<_lLz|lTRzy8b3{+hmMYg+yyL%`kHvWeE%Y_1Ny){r$%XP`U604n3V|@%($^d`nIoYM={jJ#zT?O$N5t9@?w{qZPacvU;#&eV2sP zGI99nc~oDz@L%5>>m8D{pZ-O;S^n9COY=5zYQ4@q@N?fa&1+hYcePEuK0eFrcIocm ztI|)ze#T{8L^-ot9gUj5Xv%r`Y)K~c=&3z(Gi6Bczk#USJ0btegt*$Si*5z_EA9Qm zgebV_PDprH#bYlT!ZTuY<(jNYitL2Y*6!yuJOC%wKaHMXs?4qAcSMK`-6_egzhc}X z>9KNaWh@~I%wX}GoeCfSW+y%;xynE6R3BZ)w&(R$xfgIqH6g~y8qF~K#`{ExdSxLh z;pgF>9wmbxykYaWvN6X(_b(BmfDJArLoM#XWI)%u#c&>~lf%z_N_TwhUrvtYFx-$g zeIKLplAYJdeCh@4KkJD?!vUL3Jrw!_mpxl*J#lvpH>-KOXqCksN#cuNAHwpVWb7Ja zKUof7@pCjsu39kR4Xs!_c#6eolK>e!rPK>uejSu`IrHKTFGbuv1#q8j?JL1$DRs^G zvg5vSlM}s}qaMorXQ#P;t+>t>BbkbG`gxJ9_teljpWG?Gpc2j=u+S=h@6W$D-ftw} zzRrGIxNQp?EdPPC&eP8yr}fGU{-D0>ebk_^o12GrF4FD`9Y1)yV^+sBs~J!3eu>}9 z4=cw;eD7Fs?}v7rBW%=;qV z-5wCe*dB4NQTO~|1PezbP(BiD9?2FI$wB$QCn_`3aH6TRdjRq3V3b1!n56{~>hBvz z7d<89q-x4{)fDx<%*PI7Z%Gu|aEL}lMic}aP= zbqmUngnEFso{q+t_DQ{{Krf+5_E;-;*-h{A2)vNFE}1K12Wg3gzXQbydLy?cRD#^t zNK@LP5K(my3y-7l5boFgA8kOw2(D7leLNWw5tx7U7RG8bCaAHM7XP zmLeb1;A?X`h{WZHzc8i|EsUG+Gn^B+F@qN_$v}oyNY2sg`c6XAGGnwSSnsbW9|LfA zqcNK>OMePHY8Wa@OH|KJ;&jmEJ$-#J+8-N*J|e?5gv}%ut>IJhGqkCFL56Dd3K!GU z*5qUKO+j8bb+kY#yBdz0q$x;i0?obI)CXh+8qgwmYliTByYd#9His=_^9jA)_Be+F z5>_BRU?r_SD=mYZ(LabXJYm)BF0+2^COkpnN}ROmR?~(wsVu8!n89QU9WzaLGA5e2 z&Nmt-gB4u{koA5@F$9MZNT8SA{BDmZ*a@$S7!CS|~dHoP(NbO+=CtL1h09)*^ z;zm@EYCFp6(I(JsM*(*&ihH@szZj8g7KR3X8BPOPrW3yJ9juEo$P;uj z3Fde2`0-iOb7&azv*zAeU@`?tW@50U0Dsi?8U>y;{C%}zs}k~s5Y0x0q~ZX}08Tb} z1KT)aZ6~lV%Yw~@D=woQKl(w|f~;EH@3hA#iMCX938~oRA`Gi-^4ZAdLuqO= z(a=jUvWRdzVZxXhQB$$&|E#$xY=8~z5*0~E5dS}6slS)N{vU6_{$2w6|A&g>-z=pY zNKL1RZ~qrdwOId2r=(3}{;-tAsujNe`&you%wG7NXy&e0G7=k|wbn!`OYx03Aq@Yp zlqmM_u-OP7mcC*r#uqYgK;2%}^@5~2uX9}$4qnT&$;5qnR{!LvJG@0FN#_FvaS4JQ`K85Rm-&u$bbpDS1WeE5Xt z-VKRRfud92hEC8>ws=ASz3A29_nG zGz9_yE6RTAEvjEop!{_V^`U=cGgaz(N?YTF()k#B*~s{psy*Vjx(YsFUsw04t-VP5 z^!BN-3|k4W$9Z325pAvmc5qn5wm(2YXi;(&==Zq3V*Qre_kgNCW4Y)4DkW7D<*UVW zC9m?k7aWw+&uXt~Pm#uniSnF2rfi+AC8oSKXlqN}!`6NY#|vCl0bB;PJn$?B3VBAMlk-g7e}3V)<|+E5ENnNfbk4>r8EpQ* zFQDvY)|8LCoWa$cGnK(bZ!okwgz+3Xk7ygBe-|SjfUFPu1pSx*eN*3;vfuPPOAxoA z@N^Hl9?^Zx=Bpk!e_cWRk>o(bR2tU^*~zFeGFa>LcGY`&A|y(*ckU*l6Fhy_C}iqv za`=s)u~|-Y*TK`dcw5Owhhqn>Vr_YD)VVp1x0eME7o|CQ&#PUKIH-xWnb@#B_nQ6V zt3eH-=gclhJa}(1RaM!Ft*lT*m@auV_UV5=ORefyQA>%}GpLhZB7Fhw{kvRqRaYD< zX8&VnnX-SCDL8@dkKiyJ@_>)^#~M15{d&slvl9O53PtduMaw^vUMXGfmPaAMx4rPq z4ueI@wTb+#@oAk|L>`w9U$1ZjUP8E|H8a5pim$y9%_gU>Uz%HKMfyyjdAz*->@36N zM!E1@XEf;*QrtPKSGOs*>WAQZ$V)zwWngu0%{$DuFQ$0rKJEWC1VL9&?p0j#^0s)Z z!Pz9I*AX+%{@x8gdcyVk#;*aeP z1*%pUlz?wj6XhRs;;ZgWwI(E1_6n`POmoqCmwvtqeqUhtQ;lO1r-EwZ^FKSwdee8> z;cOZ7=Z~VFXD(u4lj2Cl0%|H$ks=$V|MT712toed|nYd? zMVSKxd{Un59}b`4Y(%4}V07#cY!O!JMQa?q<}}|!Q;Euq5q>OUB?JK(uCU{Wb&2L| z71?N%lX4-e!`zfi0tQbFrOujCoq@PWRxQ^<-ta7|L~q10Yji>*s+-mt0gCI!{l+O$ z79#AV+PAm@0HoI+o>CbTh~?V5^r%TtPn2s((5h)Ss^PSr^pvqJp2%j3NYKJ1`69oL zDem-(4K&8NnQMj3LyJu8kq1UlbodV;T<9di5{I%mgarvZ#kPx*CQ(^I+Kwx>Nt4Pg zhXVKgNG)nIYXTCQt(NynwU`k6)Wpbof>pB`aU3ZXObRI#(M=~?pX-6j&XcAllCHHR zlXfwRIFxX&Xgf|=VMQh%W1zLjmq)_RL@8Mkxgh{G1!0HmQi~NgWMLm0Hw-)x1juhy zJG%=IkGb}V4Rv{rKfy_zmlaYfV3fK*-h!oC5u;O+idSNJF4T>cC00q^i7Z z2AuO;&F!5wo$5JxzAZHMqZiA{NQ*`+L@BXzvb``?y5GZcxk7K~&_oNJBo9xc=2AN_ zlWDjNpPAY(`K*a8^f!MNJ%@yTh$j>aRAfZRSU8SSXU&?FZOQ@2*QnK24nqkbm`+G^ zUhJuOmJ5wyxsa|bLjE&A{k2qM!KXYfq&1i}1b~LWU!OS5L=+;W5SO zVD|%S;v)LeWa@?f0y8#&&Lv{@Ds_hd$I%-5@JKn;pAcY@GIipPkRT;-I8)rJ!+U)* zC?IUaoIL(C=LHV6y~s z5g)KU#GA(rAbgRO2$7%L&H;+A=HOfe=98$PMs=8Wx+v6UNF0V_C2BSDK( zcQ2h~OOiKy7!N$0g$cHa7Gka3g}HOfh!F$Y=9z|N709|O#E*(}og9=SMSiZV#CXE| z)@s4&c~iYCEoLrW3z+CIGPM;XfKUKRB*dS@$A_6zy3LfH(2KrUHZ5l7MOng7l}ac! z`!NXTMm*w~d7QaZOu=-D9VnXMVFTqzu!8BxuuoN|4d6!MZbt+RO=DS_CeF=MiO zG;!bVL;GNB*VVk1eoeQN@6O(9N{i6B6vXw(E%K&l26zNn2j#|(^s6_6htHE#5+_)G zMFb!XAd=8@3!S5&vc{ZeUsV`5Y!}-C5kvmvL43G)+B>cA-BnG@f@LPd>EYh{&IbNJ zqw|0Gov8=qll;Ua#_3O*%fZ8}5Q%3`E%%|r{ku~)-A;!(kig^6R6mSoE}cCacU|`g*(h={xot z2MR00!Xyv9Q4^ilEC((9DdmDGjIilpVYyVXJ`hVgJa+J|_OfJ}zzYJuSoaVT<9Vv( z6}JTAlWFXtBlhwVlc8Ydhnj>)LB(WRvm;o4%qF(-GQU`rD8G@6NV=$iv$29ZvJfL4 zm+Qs!S=}7$A-d!(DKKgqFz_^S7jV1$me#cyNA%CHSA3>=Ss}R+BglMXI3U4c%Kr6} zlVijDqg?zAXNqSzBWFQvn@__Do-Y7#W=}tACHtu*kO3p&prftJ9)&=% z^tBnIs=F@*R`E_-3dUJ87EP*|63(k|FaRjpVlQ~BknPI%mNQ(q=tdH5YfWn+Uq|+? zPU3rkhP--H9$xpqYLJ(6MSk!!M0|&N%ZPfa?^SPh zi`A74np7L}oM=Ni|sSGhLc2NMz* zFLW$hz*2Rxxs}%@;>xr)Vc05KFES%Jrvm7#RPd;+(k6azbGL#mH05NKu9j$;mKzvP zjcM@SO0==lG22~zQDTOg)9{?vn$WpcyFa;pqT^X+FM8T~X=lR9+Z3mJ{b4P+U<30Y zu_oBGIVhU`y-@Vi#}uQBV$WLh*f=@T|9ZCNNYs%XOYlV1LmIk|*6)YAcJyz@GuBkS zU)UFZ_wLhA-$sM@I*sKnWJ4rQCCSlynh>QtQ~97rIK>I5SwvVSmf~n$=|=-*g_h1oy`ONFGIHsC+j|ns3=$uPY`;K?y~V$=T-PIr``R zWh*Q!jymA~V=JVcjGZ?Nne8f}rdznj3M%R7HQ_pU3dff3< znYgp^SNc@7Q3$h%9Q(a^dC{cg4oB|a%Uqj4z1B)%o!w=To| z<{w=~#r|x}o2MI=x4FKkG9a^YXG_|JhDs-IG_Og!u)i2I_l#3Q%7zrWlL$X{I7QyfDYC8V# z#tlAM>>)IEntG2Bg4FqnvTtca3p>x^OXI2%AQ~&{-xKk`?5cQ5rn6bMc2?}9ZocNA zN{>n4Lxm;r_GRr^DD@^y_OqmKPppdT89a;CXh7{ww+dP?!T57bSzlW0y1*0A)RBMb zA~}}^HxHTFEkvI&!+SgOdLJ)z(!1Q4*U0OO?^65W8GKJ zenO!cObE}({!H$4xCPvStZPDvFxDqMq$UW!zglh;x3*Ozh8y*&fh zSkZznDR&yB@{(%C6hTNWCTSmoET3CpG4s6pv|;=DumUBE-PfYtQJ=-c$BZ z7ZZdbNk>a8QcRI$JNmDM`QNsAV~vHo8G$qe9e56#o&ay}mi(N*IcqDzutK1zDbcYe zhf)o=df*UX0b=W5{X|kv+RiEu$UzCr&olMgI60Iv{6Axp9eF+EAwaO(Y^%IJdL|UgDSgov800Y*w<$ zr`^cq<6S__sXQK%)2m~PBQdqwV2}w`IbP~}q;d?{1U#6h4C8ObLroX$PjeDJ4nQxQ z>|^8hRPL`5e=g*@FRFG4anVI_S1@tJwQHma3j{5t_V_Db7}#(Fj^s zyVU{h$UGGnS3zs4+SA47z4+aIp$eN-&Iis4)~qGDafora&AxN|VZ4qV)`|9BWh0(! zCLl!!y>b zfJLP(nNQgbZ>bn%BE+n)1Yn?I)Z?szX=?6ysAi-_h8EBP4UODqsNQbo( zOMBMXmJCL&_Op81VW^#+6EJ-Y zTc6zXloJ2xwamBMEY>;}3sWoy!{zcAqE-3qxdz%i27>`I@!8@_KQS>?%WBHU(P1mO}LsiZ~ zMsT3WXh}D~MAbChe6y}-tmS2%LA}*^CBQTK2hqK)7 z@aOuRxk6tpY&gQA8DkLR-5I=W5cp(6d~St4~LtKPjV zrk`Aq%M5({Z7Bt(@6V-`Yz~dK%_=CgOwuP-QI%LSkt$!cTc9g7obn-A?hUWfJ-(>OR|ggbU!* zuu8r#v?z)?8Zk;~%Bs>^lKgM1_36XwsCQ6bz5rugK}0_7?}Da|+E!^||6Vor`Qb)V zTsj3)V~QOZp&0vyN}}FG+8xUA|`jrW}e$+PgnpK8@?YyL=IKDM6NU?rushSC)A8 z+-vDL7YU*neV+}KYKV$M_wEY=)<*u><@@*_UA}@)+`vO676uh+mv7!M7V*z2-^uST zUuh$x@vUhcZH}&ylH?Eh2mdj!wO|)zcMoIpM>WXtPu1W}ogl8YKn!(YtDwwm>6nYE z8Z5meZm}hbbL{+m9pxx7inkj<>hLVxsrmN9b@9c;L2GB3na!#%MN0qZ@(mp8uGr2$ zu-O08fO-9tvja!}&&fZzFGs zDZR(qO2}d{@0T4EW>m%nRcCL>Js0fuG;qo-3x77o?sR<4wd{e$>9~*2BjM{Uw2#-$ z#gDnh4S3bTv>AI9r0$%l$+(3nRs1Vu1XBB%^?ekOwXzo_*^;@!jPqAaHE zW1U0LLi~P8Yc(jJ=1K97eet2+8RgSKnG|>(#SL}Iw}#h`swA`v%-q@SuQYmc}6)Z z2Z@8|b(`j+^rK^jMJ%@aaJ?X6Y?jj1VT3qRUhN78h-cvTb9w#-wE!?S!i7e^FB1YetL_ZtPYiU<-Zq_j|ZME^++*(y4v zf&;yusj3Z0E7k(u-%{?W23+Cb(&$&2N=KKt2xl@TPDGl1$ofr5w2`LG6=pUq2n~Oe z#L_JKy>#^jfd?kSdTRVPhv9VdI^0<~M%p>l3#bbOYNmX>!BHD!f~a6Xsdum{G69en z9!yrIfr)CtWSsC;u3)-Wi-Q0hELbeS@0^=}$-3!AuNj}2hMz#eJSGV$-ym$a;hZ07gAw8hNonch!A)pNJP1JE*}%Y()AA z6jHHx8^;e5JZd(^yv30^OMV%G<|Ya@l0>9)IC1{0%1k&7E%epT21bV}`0Ntr9<2v` z;zVCu6ReaU7r@IIJQi7MM={T0RqAd|Sc$%~N#HX*RB>K27;%U+399!a&YW; z9i`;!UXHd3eO;GoOTg#`Q`yL11eMnUO1|#4cK;*}F)z)u_~DRNXEB`y5Yn)wM_Vid zdYx;?KI^BQZu^RsEq^mxOps3MLv!1p1Pw#-ZE{~>%O`e9v9Mb>6#Z_+;6Q%SUH_DJ zaIq!<2q;EUx3Wq;hD0=FJ!*0B&MV_#xFd(kll3qMcnE9;ApS4*-mN8av{0u=DbV6ls#t+iXmP1zhu-%yGkfpZbL@GJ zXWsqSH(2l1xz6jle!V}>$^~UlrqYn}*a~B1P!fQzgG@>fSbmRWNujnGZ?&`a%-y&e zcCT&W77u&PNVch)pxx&^#sJkp^{XHwVGtt`{CL;7(OZ0K)QW?J_~C55&@VfF+7IC> z(@#v@LZ=EjUwP?#h2rEyeViUC&JD!cif3GYug{H|(QAke$P8w=DCiV2a5wgn&1@SN zt%z6gU^XH9lEN!Sn5b@>uwMil@=YY%8&>o@Cu0vYHANf3S~GSpqh#4#swC_QdD$XM z=2$p=gyR{LDJkVq98MP>Y$U{*m~Rzt2D_Ic)9@iMyyU$w^*TF;_a9@?&0deKoOQl+ z7YX5Q+n=AA94 z`&4IU?FulOV)1--M$+)NUr5-Zf0<f;!5JO}ueYG*NZ8bg|I3DQBDpi*lU^sHJ&of{RCm8ZJ~1aM%Ir zvWeL?22~7db}ufbuH9(`@`{-y=P>e()e|iF?dusQ$A0M6%7mmc2M(bbR7RV3f<8L5 ze3@RXl#hNmQtW@g+}kfbT4))~Xx%kGRsv2X7DV!WcQ$<66R~_F_O0Wls&CsDVTH`$ zpBHCNsYrdM0qwhvUH7rABMW!9R-X06>uN7e}p=<8zTe_lrh@Dow z7zuCy`pZNO(mt1;fAfb5Qlb$P=i4@@d@t1MI)8QcMw@F=&SPk`r&nrR zA4YUVIJ)%hraGfjv7=d7O7zn7d)tT4S+?(-{q08M-tR2=B|t(U1M8*IF?tYnH|xaq z`{I_DGiy|z@b6Hj{g2$P3(YAFvAiyqP5jg-rvUs6D77ZT^qRNLo2lCSa`QocU3@=} zUTR-z%}zF625}z`>YKLa6pZ{A0Fq~wcYk;Nu0z3`8aEfe-xzxfv(Y^B8ddoY)RZ`R zPEeyT58fxhPTRH7X>*gB zE*<*?yTF@43p0rnjdZR}ZMvfIR3mjCQEE->nTVQl1n|+wu<4G?U5Odz6vq3bOS>hH z-#fgIoboH~2j}knUM}`wYQC`^&h#&h6w1T=)$6;ega5-zhq%Ri9#Y(1>Bj+&n_k~7 zbbq8EH*(=2FX?#bP;K>R6w4zXTy*H85AdRfpX7pH&C;FKhOGr_j4dw!i zm9BwFh9Nr9S_0t^^0>^l2nemNqxDJk)Gzkk@)Z2grZqe9h zir6Z~B`1S?g-A%XRaJ{%>rOXeDKHbKkbYN}RW_E*H&;u(%H{<&1u@Aw<(95Z^sWq6 z0kJynO`1a6nE-wMziJ%s9t4J33R5K3pPp;6xHRV%E}nhrTRl3@7-1nSz#xhW0wss$ zrgZ@AvKLYxh_WjK03uzkK2U{oU_IVGUiKsN%{5M6q^Tdy_{x;7Eseds!6x z*BYHs4DV=S*2C7s^y>7@MRj&JRhwIWXVnjcFE;9YY?*zaZnZG}gL zWWvd~tV0SE^=Lj`6;yr85=N)uODp6TtAcuwQLn>`q*ABOVKb(J;}QBc)to|K2wFnC zm&K%XTCLX^q1wlGjXDBM4NxNm-gB*7T}OGzJIeO~*2ie`G!7LdLaZf3V#3|c+ATLG zFio9R1=H(RFl8+a$c0h~X$Crc!~4ffaZ*$B(N zV&E#25J%P&+GZclRO z^j_U|t-uJ#;MCf?xJ*_Y&VGd`!U4Y{(`XwZ$Yg=9nC$X)C!;)5?s*6&O5qV=N)TC`;UJ+xSH zP2RFq@*GzYahbu^lAifq`b zv*_6U-4e@qvxwq4aeb`YZe`(N%>7C1<^N2X>7T<^|4W0!8W7`JpBTzvBu`j*A9=tU zF%?TAd<3|X_#uSJpM@=#TgMt8&YZx1F@{@bBeI>~t4dhmL&lz+nxqn3oOQOmmeTbh z;^6KaxBh2?<>JH@)|W1>(i%vvs3w&u(Ar|&~6r@vtF(1 z@m)1uC;c-F@t+@tI0YogDImE;M=WB<$tA|=htlkeu1;5%W~g<`ZPyrn_=PUk*Oecw z{UrS^j-m%{-?l;gkQTmXgp(wpb`mg^tDJ~>LmK@Zud4V9Qq z4Em$$Y)g%4TU8qrU5>kQ;?M;_`lI7lB-G zot=+|UEZXy@4ek|Wmcm?zl2uWrw+gqG)I}v1c|;{+`b={C->#MXij`F^RP1Ty#y*^ z!=-}elc&mv!FTUVI6mJixL%qtTpCxJYyMLX^-M2x_9t$AK~!yv?77$B?!PL%7+<~o z?3ID;dMGqKZ=<(vY#x8fHZ|HVt|<(Kj2AWFU|6Z|VRx*_wE&J;#fg{kT3F=cFW7C$ z7a83SWDd_xFt%{uX zH%c3vSd8!xMWj$4ccCYSH}|1F$`{kgS0Aufv2|3<mlhcsUH-HQBQ^ggA%hSnKh-u!sGbFaHZ>XO)3 zz!4q&O|!hE{(!ewY-SrN)t*nH=~a7j`_fv(`Pb?%?I%D>hG-phI_mJTT?~;dJ*V zMuUdpp8m4?wio~LKHB{GtiNrP?GU`QkF~}xRzPMwdAtO5@5u*N@wWlRVv&_ySKJ)z zjkMl3vrADGK|jjLhay?b_C{q?Q@DVGlU0bcKOC8Bl8vZ{jD zH3u=5IIy-Ml#){^InFfii1+C9rj!v@SehfMIGWeqk4Xr%kJ(b{GYgk)hW} zwGixo!^BDASz?;+t1QO5F|*0VB?0t^u|o!)?B6U`PNuF#>C>8R$`^=>d5u}0tK)Iw z^458&z%?-8bXCoK8Oh{2*qGkQZCPJv>>2(2SYlt8@_Pc$fR8s_$O+ji1%1F zxw3Z+cNzJt%~rPLsMjJ+?7wI0K6hfY;twcPBw%=WJk$6!8xs=$ck6+gOwRdf!TR#= z*aP6`KgJ$xT+Sh!cQ7(+M!_tUu?IV8;-ICO1J^L-bq&YfUqJ-;D~QS;M0wQxhal3^ zYSDdd@S|OLYp}uU+Z#gfX}E6ex@CGdaimv_sZnd-rqcC0cxQ@Wo9+7dX5JOE;~eny z9vRAJUga~(>)W+-b~Bhap_!D;JeyC3$U8U6i$C=(e_6aVh`P*?Z}Md8M$+-igAt9J zsQ&QNu?Oj*qAz<4a~~?hOPY5vMMr7sD?5)yIF<-L_tKol2Y}D;6I>h0wC{!k)gSyM zf^L}5jd8~Q{xE#Ca^(JRBT6-&+~yTkD8Qz7C>f0{?*aYVf5boW@Yb_mt7hbr|1}^L zy3N^8zQx=*^Ia};u&MV1q(Ne9k*1;Xv7}a%Vyo%Ow9Q3JqofIC=Cr6FEJ&8=`o6V1DNDkDAF9}_`nKW4}oR&!zuZ=4!xuY z5o)<}Ec1QF$|%(*j8MmMIA$>6GR_GzWvkx~O>I#vIkan`fw?gQ-9WO?MJx+DI?IcV z8e}}*V$B6jSL`zK>w?n6B{wLeD(EB%AAM}M*=zUB0AL}%_7iL<0 z`W@p;^|@%jahJPm0+N6fePspd9mI!vqmpVV>S@d}qv$fs?wAJY(1#jgCP2|f2`gF; zIym`5DaJ`xt3{i=0dj&*jxGoWY-eOALj7~ifn>qtA4kxT4xL_FE~z-FUu&FCfq{fw z6t*&$Pfy=w*V{oqtB#l{f#Q=#83=Gf&ArnAHNlPISk)SVroc3tS3-Rlh1(r~Ns+wC z6()&pgVLTH`!=s*7mG>`mGyY_nriD3Vs^QLz#bd#LbYDzUBG8 zf-Cx7#tVQQNPe86jWk9zI$W<+rEs)bYGYTWj6gZm%-I*u-9XDhZqJ{eEDY$!W>YRy zo5Z_pb+oEwcp8vgzO!Yd)*^%!d|y0X$gXG`A5jU(-qxG!M$l+zmfVJMxXP+^y55h)1W?c2NR6~r<%LFY4_&Nt}b8B307 ztgdEL=_cOT%6{0~jw;6k<+Fx-O8utbC^Z3GC6orv9O6hlV86^NZ;Nn|k#y=z^MyD)< zzPf8H+addC`fr*}^omT(l8wavkwv9SGwiFHV@4PLFAKGQ%5>k9*3r%1vvA@Yw=;jbKTbe*gjsW-*=7t+ls1qGuK?e>E&bbI$%7 zZR^8tE~cXCl0*GC_``Q`7rN8ALz>bhOXB6ShMRKzB{aEEhZQ8xTUzsnpIqWh+ zngC2*0p2XvKRRaTS1)3fTW@8&Jw8<~If17NE`!DlyybjSh3*N$CUT~P+ zsaLBy6GX@g9<+Er$?VW!B$6lXG{D#Z?c>}@@2<9^eW(BU{5i8^A+eicP?P*zY? z6UCmVUBZQ|>RS<-bIc`7mHTaTEOWpaWxT zm=z58+HX699Qh>>8h5%GN@{?BQBtQqmAfdI|JUc;gRb%V9&^#)#||_^kY?6HzhV-P zaKj$4=;gwyo9&}DI;{xelUz$5>#559n>KeDVFARmxmKn|21Bmr#N%`>eAGceN7K6G zLcAVlTHJV9jEX`coi{5vlV7q(f*aEiy%+5pzqW~jhl&GotcI~KN z3)Hs7diir9-bB9a$b`T#zLm3=hQ+D2bA@;u#5T-TF-&U=?bHYNI{0O!y(hN=?rbjGp_TC^vz&Rk&29dES>ba-%403g-*|UD3N*ih zY!JY<=4gV{y%C3z$W89%FSx{s;}dB(YubYNEpFoeo2v>=X=OL{IkC5`{q8xzKCff( z#O*hMCiA|G-=7ZkmQ?2ZeenOWu3cOg+Bo_wqFpF8GC}b?_g24rW=p!K@eP;;~lc5vID{VX#)0xb7S6tuavuj5vd_^7*{e`m7VD@4W zrX|1V1vd8v1bLT9)?DzGQ3!UfqJ* zF!q;y@+L;m=Y|^WMDcA0+QUia8xV_pOus?CZ98Vs)hKM7NWF^IH-x6GKmVD*JhncbL!Q3AzSmj|-FO9?qVtNsDjRN@{aXw9jJ5Fo)j})PFS@7s z9eL`msp;;sUBKRYQE0O9_+J3jZ=}V|E6JvM`Ngg2%Cbj}Ki<+$PNA-brcwY1U1xwS zzQI>;`E)d#Wx#XtbToXE-R$_K#{~SCb|NfEn|II=%yVq4ZU3Cwv&JEfayIo}@!MHt?80#hN6U+%{zEQWB zdVtA7HC&e7l577u{~Yvco@NP7h__GuF$wv!<|YJVKseOr0_%AtU>Pvzw=^2{u-Hpr z{gx^1UvAv&C=*qnsy3}+id&pDf^`#!HS3FacTth*5;gCNrJ?1$(8mqHz?^CsdC{S*UnewC7u`fSYB!mDNCHqzCthTX1W|KJ z>$nINLTUDpbV(LPv5}84*XZd*Pp0%TIuMj)hSWqD=OEiROFSbpuUVT)ix6_N18xQp zrL&e8a|y(=az(LN1Ntqpdf}fZjc*fGN(*5UIEOM^hIFeMm*pw>)C$=dW8&k4GmG>= zQgLx>bDSr_2GaZdTuEpZrF1)hMshtwy+?w6T-yR?EXxR;WX+b;SNSb&|Et$FDI^y4 z0ySijE#!h)!C`8>sl#+@={%)7tg91YRe`~ZUPK#Cwo?%V;P6Z^ zOec92P7<^`*!^45-s82p;4HWM1S}^VVGDde`?Rk~yEQsrQO2T+U6?$#({aUwx&LZd=^c;}1WEeQ?*QSx!q6 z!JnrG&;`YQH9&D&mtVlEF?E!~8;auw{O|QAg;;|_pxSOUEHs(6%$tw zOLfJ>vK4ck8&vBo!Zw7|VC@W6#ITH(Y6XZG-~EIJ#@c^o7{2{OJpT~S=KlXS@q9d; z1*gm~{5`ZZ-(Pk#g z>4rvbSdd??8GJO6dA?+GmhspEAW}mi9^106)p`cDxfQ>KEl$%)N2{ROhh}VqAgf!$ zV^s9W!lIak!{v^zgHq%Q?Jm^X^>VR`?;bVcwdhrjcAaEE$5n}!Y^O!XFMFs~Dg4RH z@?5odI)t(j-=KuS6Fd55&fu0JtF4<=O`m4cfkljw!XYx1Tu1baJ;j5=62DIE54Bpu zLTyl98vZ9vT;L;XiU&6*-!itVhhfM_Vv+c9lpN8@J|b|}oo{`RK2%I??umT(g~vSS zY9Km9^=5Id^W)#nAyFS0FWcJ(XT`u7x_|hiy$v|^k2rFl$X%88O{pH-kS@@y7i<=h z3rQ^!Smh%m%B67u7p)VLd&=iz(;Xi#G9uRCKLG9-zcI_KyQ^w-cg$nI_EtyZt8$+^ z-xrDl1DfaepO`h0MB*&%BoyYD<#k`5$-IMQzZ;=7NSX-k2+opf2zxo3GU)Oyny_1% zhsu8s7D?n`5`*DkeSp?}~4S3pcnka+6Q2>bZ994KAVw z*4cJYQDH5jujexoM0!K|ed!ibxcV`l82OQsVrC{bx)Oh|N_>*=#+FaeBhp&GG3l{> z$d)<|;)2n4oCz+jGBOm)1C3}s{O%KotKD&}8zwo3fI;t;RX$8I>&AIU^CSY|<``e* zXlGt$o3;aSyAF`r@2Ss|94Jw+?)=u=baB>l2F{76S>JNf*nd`WR6Km1N;N8^^1%*l z)(bbX%PHte;Zt{8eWl=&8`0rni_a_~tReAAUlKkl7Qp*`TK1|;9&ucFXVIMx8uQ*D zdM%}YWx<||-r`lS+qyC<8)ZEjW$eE#gD}LOblbo-h^@GN{>DDt{!_2 z1%>>sSY0-3tQ``*J`3C&z4G(P4mr2Y7lK=J{j+2pC=Tj95 zpWK~*2{^G17-vcH4F=);YZs2Ww)(_PTT*RC7TF#h{g)DtvmJ$U?$6e&FM5%m`cp;} z(rr2FiW*$ah?7y-LQXKDWr@@D+mDB+fum!?*LN00xSxG(h;m>zukov4X}@Mm9Oxa&`avnIM!cJ5W=hu znq1y?am!s~-lEEwIK>=3afCa!gfsReO{Ra)v)O~*Hcv1t{v0cD-S~$_eMcGcBL#D$ zS415bzy3GR)7#$Uw0G71GEVf_F?)$cp-R-hJ&)<8cs&aRa}cMV=eD+9@znp|c?$nn zFk(7Z|7spWc!>3m$g6;_Brfs^zfZvn4#f0^T-2UfveS7Hk&nWL2(HBjp(TF#orm^i zl1CBN&Fe*IRV|L-yl!zj3A5@i!Vz}N;mcEv{;Q0I@2q{Fk#ZYei)&2v10H(3do6X~ z*SbMyE~=JjuWn{ZeUP(NR4o(27ej7D$g@X%_;8`N+S6hE!ma7z)TeoPmY?b>&$=)lqbc90cd}|!z$d9g-#t!?KrdA<1-8HM*y;ItVOh04FXh=FrdiKEdr!tK z`(8II#3dN4a&bY;=U4e*a*>h9uj16LS4Px za>>Db*W>}v{P!M{mb+=Epe`UNmQ6=@vHFIyh?KIvB(TSxwJXjHr$=+3=L@z7ShYL9 zpu>fUQLHvQp)zt7Vkr!PN#w?{V4(5mUVwXohA~+%$*%XB z0@V%SK$YAzs8%KaPXwqD5=+Bo?fruJm7eX^7nQ~!vy*nUguP^qYR)?=CP0@s>1hXr zSb@DgXz`K}O;xNsEsRGwh5nG~(jmJNhd#};IaeskvEQ_&4W@)v`;Y(wi|B2(Irenw zCMY3cE=&LgwTJysnrVxO5UwE#_~6OTg1R_bpwE^YeDHO^-=SDr8FGmJZZCdc!zdc(>GB=)^v z!d;G7R#mB#9ElXDd~OUEoLM)8i*gi6G$`{`e|GW@8;Wg;8e@#NS>qKGJPjhcR?RvLEv~amDS2$rgFKqUwb1zkiA@=o^ z++iq2m-~Bq`-KEFjZkWx;L|>Bk8K$`VPNW%!BQt?Ux-)m7!pgBQ9`LTr7#;4d>WL{ zoQweQbc}xyjAn=BeV=+6TH_&+bDoNSDF+#qVj;_-*+Z9+k^++iSWhz=daoDo3+uh_ zfPE-*=42y!^l*Ixs>v-fU5Cd?$Ld%tC3NhTk!)eOm+Mv{doU?ip6Y}vw!J~`k;1RM z0Y16>W%YvbYn}_<-s@-W{1i$jy11eR`JWwn;I5-<%^xStoJKc~D9><|2+UWUN~ya~VQ6uA`)uZAlAVXtxtBGoeL zy~?ezYfR68DDL+nk31{WLT|gA{9}3kVV>LnFwcLMdHjz?CU`$bSd7;Gi+PBPS`QMB z=JM0<-Ba8uWxC2or}*m$ zA(2fbzeI1ZYkxv-lMq8d>1tc_M^mgye31`96tq0dKl3MEEu)_l3|J_)P@e!68vA+V zoiATHsM4-_z zxu31oI&bGeUZ!i_$o?T&s8bwL%7DCUbv4N>w`_w)ym#TrD3m&`G#U=onmT%uY$$kT zqm-kFT|*YmOIvI}&#c)gFPRq0IXhi^2rrVqmTrb{FjCbk`>cY(0U>B3oTB>06Zs62 zpIP)|&nL2?8DciJsfND}yZHIe5DbGy`;}%I*erN6*1G_2sa6ht0_uUek5SZ|!H1JkNNY;SqSvC(JbLCOtYC->anZ|8Wf-Ghb>wR?xF|yrU7c+1- zeH1y$SF!xXgWH4*YyC1{>zcZpUOta61{3p>(@ujcQrZ}*GG5I}Cvm}{y3@3t=fGq1 z*T0xYHLi5y%qzUn0<_`ErVx+6oE|0HhCJ$k(@ThXsVZDP&9+%6CP~Wp!W{Y93Vi<@ zLmPFi-E-mMTSv{}tk=yNjVxx#@@im~cWt#qndViNb=^BYg|(9>popcx1jzC0XLD0X z;*1)ap%@=5%7)g{5ouN!_kW$kJ03|jEJ8VCa~@q(_%w*|@Amf06HYZHM#ExTi@PJJ zJS35_y-lW!Z~yxD_;%4zGk1Btx=BKeboIVTRYFk3Z&di72G4sGwG*F}Tsrs1w)H>M zPLE2VX`C3L>AFhH5TTdnQcZz@1csMkX0XhHr#e2uCf#*3Qt!%o_us~kVWqBJ;RrfO zj#2BVy?C;a^De~OXtit3;7=oLy;u|wc=iGMX)v$qFQcqtlhfh2)~r;ugo^N68C#Fu zir+!^pkbfnoFD@cxa*Y0kBa-E+)i%OCcA9taQg3k-?R2k{Yi!G=UI*_Adj>pCT14tCUQg zfyKa+=$)fmESXhM!rQ9jE=h=P;?%g+O;_QvoJ=_t_0Cx4!7jtqRtsAkOf4t*zCOUX zN1PQF*SsV%h~||&g6Al6E_QGkzs=#G1loFZO<>YVP=ORTB1TA}c-Lgl3zG6u;;@6I zCO#o(o4?l$q?%%b1?oi3nuQJIvu(>PiU2i*!IgXF-v+_z60q*&xR7?35Z0%61}IEv zwJO6CkFWj~Psv%-HI6K_r?S0IyVh-DTmqK&I$j|at@{0V|RL{h{5@1*dpdM&6a*SqiZhT zsXTH@U4z0o*}K>O#W`Opd}SwBwtmm5zLxdB`g5@h<)xi43O6a!qt!0AOvoDDf}Xma z2%{#3PPH#wAN`^e_!j2(Z`|f=GuJd*4~P2e-yK$tL*n3 zE6QiPE)%+W1$prUf55Z>=b#n!7nV%tBrW&ej2$Q&aBlk=C5v_m$L#jB6>A!iRl+gL z%vSU~f)v3@JAWu&U6{Ywtm@LnV}D<)gA8Q~28=s0(6y_jjNj9y>2cnE?7{%NDRNNF$;equXFRUj|f~`$D9@6 zmMLI4=Dpj%d)rn=l|JXEg%3KYlLFJ+yLUJ<*^sYTCpNjP& z2f}hJieAR0Ce1<9#Aj4T7KL1T_enO-QzM`2E|Je$94BzDnk!$=RZ+x_p|0M-le4`T z^U8VO^%bn@68KiW)M!`XAd4AzGo?UnVJXftC)PbH=doV_L!J0NSlIS$1(K`uq(Mi< zW@4ysRMmj-ER=1gxfHy>8k#da~m&HchfS?4E2_c_~-GO8L!%_WRhI_M4QJ2IxfJ+t~>f;BE{U-!k^5m z&;}NQJdnI!ANv$_Bu@4jgkAf>Qe!Cv6}6Q_eHMQLTe$R?pYg z#4|4I@Ad6&M$~16&(ni&;dO`~^Q5y+%I_+9vn!S+DUB>#iazQUxYUBzGhSpaIr^_~ zJJw*go0AnAq23*P#mfbhYeLW2k~$pdTql=9bYWr%1lYnIh z27O&)(x^6tXk6yUD6uM*i~nlt-2d-w9T^&kBj4`K{vOw9Tc?@-HSc%U8nN%ej5WUD zMy-F6X9<8sOgLbT2E@Be*GD9(>Tj*A=E>_08( z+?|l-?$Knc+HSr4cL^KN{VeyHWf|dJ(buf%(x$w%JIh8n3sY8&syc>pi3-$W(@y8s zD%4Gu)1=8#6rzEWDl*>RQ6e}rorcwpUoNHR7ghcT(de8K&EE}!-+!3z=7A|221!sE zF{SVrtEN$wmtXoa0bO+QqZRT=W1sJwPYj#NgKKP$G}T^k+SzPy3iVpXYGv&wbnYhp zEQO;34@o>M0Q-u%6)CcQ+8OtXR;4s|@$QrQ+RVeo2R2UV?T>yeGxeXbtB+!uIo)Dx z%3>XoC&1h6kwbK0MgDxLH^s1bw)^C&+Q00)kTw6X@JBwlA;Afgas$J}$XRVaSV?IC z&E%~}_wyyK+uX|>@~LpYpZoN9jQ^WVwb}2l_T-bf(WeIwMt^Tb|Iaw*CfDr20O!qZ zuO_9#8utLdZJX)cZ~3?6UxnYw?lBPsL+5jYtuZb(OBj#wTlG3Fk|8m{Q%;2tJ6=Iu zP_7OQv*MJniwqP{8^Y2LE+jQC6)16YJ)BV8AALq)<+&P$;@;xI;Gj5^$81Qo*)s|@JXw5h%p*)LJ# zqD@Bg{ZxX?(+WLY(!YY?>p;Zo?kXsG0WKfiG@(eO6={W7SOC;yip3~#S(CTGY+p}u zdSBW6ft8>b%udJN4&tdW9xuGD%RpvMW)MWLD#Wb=VIvR|aUBr#xD_KDR842f(I-U` z!kctR*XF_Akp!nPz2yXgu{IlJ7!p>;td@X<7o?>LfI+@{EMX z0wtwrle6fg{1!|!yA-an>BB0eY80`Zh0H&9dGZ5UvxRJYD{V0xU_d{2`h-?LN2b}X z0@p+WhDIn9uM1d&Lzb_GvZnd&u$j~+QCT^Ui>ixLCbLB&hOlgLw3r_(oNxd~X1i6` z5lg#r_L)A3*W#d60-D4KyVuXg3sc|=%J?Lxm5x*(v}ID+3a@c6$0e9!5=1Yss1CX$ zS@q^n)n;k#MpFfDj+F7?zFGd!}P1oYM6w$Lqoj1t4DpHx?-tW z3N|r9t1{@DqzRgfR;4>fs(*sSNayO6_h3JDSb^H~x7_rkAvqRHc0Hj54m3q}mEM#q zhkLXDPOtp57MPKsS(A%!h&Nm1wspt2`4Ns8f=;SoQJ1mI5X2Uz)N5N!0m?n>?`&ru zSQS;H3d+5UXLVenMT%+A`p1H%`Qo~dRpRa5LOhXJ;65zXl?NV+cM#&8=mYDHx-BEtQnQ1rg>(ujnkU8(KnaTd?*M zmPKShgyp(`xz+8h1}Cw=xPlt~HxSO>h=i@+9225mK!{}+tlYj$!JJOfI2IXcrAS^z z`Y#J?uBb<2D;bKp#yxbWtEN~1QWI4d3sZyllid)vwv}%E2|=ntNys7NzJy!e z*z(N>@H_F#iKHbjnhTN_a z3rr<9`63faX33~E!qQ7CndekCR_brp-frtX`P#-!{)Cv0&i(1$t;bfpd#RicyY?`c zLNkW1pRxQh6oZ)`t|(|*aJ4>>y5S!+e_EbdWr;+Q#3y1e5Gfb#KL36r=r}oQAshB& z_xe@u_ilI+Q&ldJ=W{%^iO2qpUUxFKInJoZ(W8s~$=Mkrt!KgSk>=vC!DVkSAm#le z8LmtSylW6ciL3o^u<71yk@aC!uNbHjzE`8%to~@x$y1T};mf=%U(zd=t;R3JOk|Rb z&<=09U7s?oA{yBjUo}v=R!;iW9Lr27=Zo}WD_>>`Dw!+}k?qpeJhy3&Bv|97jzGNg zW>G1VixZNA>VOqFuu8glhjBtv)Ww|Wth6k_vV#h(OZ7J~@5&L6*;RGVna4>;R}9<_ z?NAv)BB^s{zT-Ha=ikn;G<-$+PR(hAQAOn-q@0<9*B-qemxroX7qgHdL!|E2>*Mb# z=qOXv>yB;2M%U#ffgrf6-9@Eami%D%WDT{9t1;AEOx5y*@I(1~21#E%~B`_1|_PAK9p)wCBHl*?^PA zzvD&A7k8Wuh@6C%f-RNy@%5JqKvksonP~X+Vixzjj%#0c^Q@8H2!G+0yf~8JZnfaE zk%lJ>C%{?9LQQ6?ia3nGRzU z?G$PHp!Vx)i{eSCrZLHsVY6ak3D%C+!GrV7ZlXJqms}dx@m0*^4`xlq-1-THQNw_R zyyhsnVzYftLt|ahaGocgF4cAXZ*gp1Cucue1w`82cJz}gZu3nbMXK(RLpMvhzPX~` z7ntQ(n2XY^tovim3k|EV_@bz0S4tV@X>>Beh`#=#f7%M@zjW5@G*)^^h%=33-ZLqP zZ<<*aL36$#b}ICwgk-Q4$8^^vj3WeiuGL<7M+a4P6S}w+RQGgJAM(T(#LXMXuA%?c zPjsW>OIUwxg?5o}-KfcrskM6SmgJiNjyL!Jk01@hIbd{4#>EA5)K%va53SVB+-=Xwxs%8*dwt_fQ{qp2mqSD{~%~0UQotZy- zMP5mb)1G|zfAw#w+9~~;`*Meb$-lugM(fjHnxDFS9meX#=`0&yfgMc=rcwGgW2eD1 zS6-y!-(cE#T;t11EaHM~US;UtVA>w;#-;HP1JD$atn3lb(uBQxPNunMUK|nsMD)R> zUsc@xl%e<&ilh;KI+90`G?G=mqPp3epWRaxV&z{4JmEQ~p#KJ!8S+0I_bJIYnX_z( z{EIYWbt~`ho+1s4B_}nJL6(9vHq%aA6r|ad2TPMNi~mBJU+GJgHCbPNtJ?JcN`7$V zQppzXbfLP3S@T~D)g7q|iD7e(141|^+OIFXr^+W8+^kwoS4gw}vuefx@gmHg&axR+ zHrj9$V3OpHl7{Z7LWA@gcuQ42Wp{&@4}y6C#(;+XNV}&yS?!GG2Y~3m*L|jLK$x$M zm9f9NSMPUC@tm(^fZ_)p*>~v*PnzCnH}7iy?caPoxhV4iOy5y#uaFixVUIZOTCMvy zYx>ym2*zrrgu34QCHgMGM|O+nrrevaUtD%PkG|G_bHUQ5tr16mB`&udk7YgGtNULg z&C7rQZ)q2fjkf2{zBv`E)WOE)Ums|tec$wR)41{O&fP!ZFtZTYCNQQy*z^KPdzDu0 z7oFbvlIFo7L{(V(sLs4?^5$kMAZvyF#lHD4%F~)gZMI$8v&O;GJ*G#|6a!Ec0RnA- z9Bu7h!Yvp8 z9jO;V&C-_>OlVBkFi9F12dU>|eux#Oz0wvZ{pSd!Bh4H zzYj778yLGA0hyqROMiiio>PUa!2vXJX$t9B@(zeJEtR*Dj-<)Hm+RwCC$!w7@f`B;G?{@<*svivnw6 zI8zH(%M8#Kp;sWpTe|2FbqsA2V+m*n1)pWog~CfmsD-Ku5Nig8j{9R5qg>;|yD-x2j>Gn!}*V^uF_h?i`On z?JEW;_E7oex5X8)MhpfeE+7r6V)`^n$;?n#LYGaM}fWnlHX4cq^SF=r^x9##ICxIcgXkpE{7Bl!#!Bai<5+dc7&KuL$e z`<1=POhSgG`Yl!cX&exr_k%6fFS7&?sXPX)q*p|7OryiA)|%l0dAFfbgSOh&CCb5H z-@j_B8?DfeKgVm>UO!%~Pn2{VYHygVGp{x*Gu(Hkd^*svhzp#Fp`xaJIC0@j=kpjU z^;gXDX)_Bkt!LdxH!}C;`xlVsL741h?T89{I$3$wr^LxJc z1F^|BFJ5T=y3?q8hhAcoH&Vu6);hKnQp8slv?uNZ{h zDPkYqn|)nsd!l>2JBI4csJGIVPtk_;7){Gd7TJL3) zbJt_`{NXpH`(gMmRM3HQT7GV4a3&0A+-KifvD-X7wz9*~(9Sr!p7^`ZT3-g$I)&G( zEWeA{SXV0W_`NA=9{Ul%Qhw%RAZs~(Q)Jd6ZoSA|ASRSI`y>AQala!KgTSFhVBoYB zmp@JF9CJ1eW6F$w?+vFlj(|BJo1d}_1b`*w>IsS*<0LvSe&LLoRL!QI`R z(gv5}!5xCTQ?x*6DN>3RYjLmQT3W0~C7WJrt-bG=`(Cr>dG>lAy-I+*zq*mD$X;>Y%SOc#>Z>SdTTN z58O@~9!GAFIWMH- zlH4%E^5%T!d=Im)q2XvK@6W8hP?6=YuiSLD7>n%*Xwoc=gjJg?JR3MZ#+sGJW;r^g z-!JhZJ=kCxGV4Ce$-qu6zavO`a?2*{cIblJ+#7(N-S67`D)_*gY&giCBchztdYmXMvhbC#b$xu!NpcdjNs*VMYhM~ z)r`5S_S8Q=xZHa>6oS5nlbw66UCCS$WKFGx{PD#O9YFJ~1#eDq*xvKp;fp*$Rgibm z7mwMmvqoCd*>BcPI=_AYZYlM2_jlug4z8T6&0LP|^Jk+@$=5F@WaFABj_i1>g43OB zQnJrJWvGf~U*s2EjF)v*Tp+HIPQDo}87jx1lOE6K-~8pMD?`rvg+D>nIQ@<7)8A|r zkMH2_UdBe0ZPzEdQOuApG}?ycqT`e-+_a<9`zncE4hg=0r`1P1!@7ly4{a&8NXPre z^wCwNMA9RyhkVoJ2Keh(tzAklvvgn1bvZ>8(q;U1{9b^0z!6USvy`-Fh z!f=~CXR6z?H!5Esv~ndUhv{Yt3_pAq6t>>fMQzzTn47-r>-^L9EXAPy?%3I2c%^7_PYDw{N{{XKf<&J#4F5QSNLz?KmGHR#{v$}ONyQozs zWW27z%dKjnBm-WLOs=P|1cgoGR zJ1AobC&L9S>~Fs1>Y7e`l;{qDXy#sm-DH}S#u#siBA;nfTwvv8O*oA7Y@57yJ?+BD z)o&gSsW;W1dRg$7gS;-s+Np)>A>IzQ5a%|Uj|Pyji^^}yOK;U4Amc-DyEc;5nG^~S z@({h;KM=cmg`V1>k9n-1D^5yI8s8xXA9QballPBZsPe)$lys5D)43%dq% zgBsKgpY}ov(am4Zj%ZEENN|lx;iiudYH$ZtQGqK|bspeWzEd7Q2U^Iox1`b{n)!Mb z8Sh+}&NPgPb6=wNw%~QX8qhI$73P}Elduh!)bHt9RcRMIT0$3}U+hkIaQbQ&8SQqR& zVNB7Gs$A(OE_R_0de~A+d7Er-5fW>ECoKC}toT%#S@Og!CRqg1K8^-dE;3!?`G!V;-K?jk+0gb543K%?oyJB86%SO+PD9ZjDmjezvram`OldjKK5KPQ6 z7G&^w*PU11@7;#Jxq197U9uz$ph+)^v6GCt`9x(kcR0-P9tAK9`-YyA5!SuT9so-c z#N102CfzdpN@mtk=+#-)rSn)pec@Y(Sex(-F{^t)n}{zoLV%hm@=(2yX$jhra)`Y8 zC6#Yka03I(0N%-VF`PSqOZB@^CalvrfVk7*m3HF`<%MeVTSxCF0!a?Jm#|mddOOcR zMJLzzx;GIYVAJeEk_u4jaxjL~Ab;R~*iX~&z+jqoaUQr@o?&0Fg-8+l2j7hu$?#j^ z2XsEa-p|I<;ak+_(?0b`Zmm?EC7na)KMY{g2Y0%A*brjhZqj?0_4NFf?JIb6@b9G5 z|E=1?v=T~RLn%a!(tAx?<7f7kNb4cco*`V`AQM495RQmeS8xLM13{@i0Pa}8`wS)7 zLk{vbebqMk^H%$DC_>m+_L^rT-HJBP2?gaWummO~t8=gJMBfs`va}JwEQ$f7hsvz* zU(5l8sW2316=m^gstVDSnJ95$wQCqgB7GAzZmsbdcGXNYN?z~i7)a+wjdrGjVWNT} zWAvh|q*wT>qGXKFOq25#9J4XZc#M`FmBM0_^fg@!BTUFPhr+1BR-BDmG)gvqG0H+X zeyxJxLQjE`GA`LzY7b}1;=qC;pkLFErqS`b))(_!PoChl(py5V9|qEr&HARZObeb& z?3Jv1RA#snO|k2-BF?nb5Rl7i+y;VoV~x?ghVhFJQqRi(#Hlt~Zd=~YN|!BGb*`92 z2EX=P($8Lxj|=opgkyIQaUT~w=}+^qRAzkGkYykyMn2)zq2_2g$GET>DVRG7mr|)n z&0Qhc=fwovNL3(UP%=*0i4?5UF|tSl+xn?Nv(g+1rFPB%A5M*VY*7@{5RPh#mKiO} z>nx8~m@p?&n+PsAcTzc?Ed8;UY9baWL#dwRpTQCUWI!Oi7KJbM)o;+j$0NbHII}!o zuYxRfo%4)RS`gh<+*kzXh-k#}qRo9`+F;_ScTt(YVGwa*9W`?MI~T0a#I?{HT(?i+ zWx`!|!C1LN7BoPJyHC%>MwoZOYgjm?kXxiuBysz?WQHir9jmVBt0%?6q>ogT zk1?q5Yx0&8Me?eO8u$uh<h>w@=jSz|=xw)JmkPPo~PDEtf;7oT2Tlic-#Ke^G8TOnXr#S-ISy zu7*FTPQgkXUQGY2qGZiSVB4@{ScP$xR_MDe(MSw)Z9bw_&)Yx2ijazCwnXbPypT?| z@yfY&snxEC^qUP=2gqL|ul6>r_6@AQl2QkDR6ky>4!Nujqpyj8*I-O*q62GU^J?Nd zY7)7ZYmzT(uHvWZ@F!T)Cs~0{a`K+!bv!9peo}P#q=de<3|?DtdH=tTD)nom*L(@Q zu0{M$gX+(>KckBHZ;|!iBJ00Xs5F0627hitmw&LHgr+3_bv1m9*{bUEsDQ=TPA=ev z&dqP<_No#dHFFu&je)z_TGA38MPpc;8ZNTPXNy5Av5i1Q0{Lo9?NEkwA%n#fc2KXh zJ+%RqekWKhCiwL8Gr#NhpC}-;{ zJyUByTdT_Z2LDn~ypyYHbWx=H(ogKYu?FYe@DH&N%Dga@n2^Q(+>rIH_F;c6x3m#! zYk!*FDkke7hAHzwQ_g1#%^R{miSl0C_DNlH6oRsxD67G@OI}NlqxE-|?Kc-v?^bC$ zvq+gf#N%jaf4hJ2d85dByl?b!EC8ZimS%NgI-Q=o^bMK(?)^N@Pm#q?L+(}_h2Eob zN=DRXjCy3Dobj22=w-bZHx59}wD2k{EiKXG{pi;Y|7!xSZv$W5ESpO&OD91&rdX^m z5j@cEl&aOX(>(cb#|j6!YWl<i)lf?bFf^Fs{G7p@05S{y?Wbbvgu(?e` z+!lMhvj=StUN}BJ88m{@%muM*inxSz*-Vwa2GSxc5{R(LLHxt*6Tx@f4w}t>DgbHa zG!Y0ue>tB4mHH6dmQ)WTJ+}*8U0v?DrrL_e-MS4dTE124d4Gk{H$SSC+s@G&=o|Ze zad^Ouyo3A@3@1xrL_?j)gbh6?HB4-qIi^b_grJfhGD0g$TiFz0Z@<-e9st;VL|F)s zwiN26rA?;4opwa2Ly^r>c21|S$vI~tIyLn22I0dz`d`ZOy$Fq!xg$>DFH4~wv`^Cm zlTwgR3S|_5vw<4C8Ktc{-u^=>$?n>*x7G5KkOymR+II2olf5pUZfCp47#{M$d_pW%Y*vqs)%laUxG_ zJI7-t1`gXCx7JEzs4hl72Y3o^=+*5}h|4s-#Z}(BPnjP8A=%Sn@x_+e*&rESl;{U?+?nGkTRRbR5K1_1hQS?#fxFxuO9a-5a zwS)wALQM1)t&OzaF+VJw$y{-P&}ZbfKg)dzEWedaYMJ!3(%n_mjH$u&6a9BTY?fO6 z`0pR6e!BBlWSUPSXx@A#kv#9ENPddpQeU}YcHZ~@@ixSw&eyY}wZNUFnAh&*YvEa( zX*`|9cl#d_w%X2*z2av)!RATPs8yNQkO2LGx|9s^pG+`5d;BPQv*)z8r(-2gtg!~V zQJ!qMn9IsOCwDp(M|;Apx^Y+XFFnDG{qty7aPpO&;4f5X2R`hQrp;1Vt2ncyaW{^v z$9{x$gZRsg>I&9Qon7FMg>Cb}vEBFSN%f}t(BWG3+P^f^)m*ZtOp&UTrA0rT=A8DY z1G6j2|AFcl=VLCx&TG#1{<;F$58OBWC#v)33RIaX%;x@9=Fb&~`;DGVy$O6B^x?0E zZBw`&{Xu<$=Z5GhegCRobkn!uB-2;)rD4Q$QU-~_N1St3kGHNKwjpG-%T6@PyuaPg zk`(#PQ-Qx(w-~m5^=vhlLH<-S@M8hZ?Tceq~{cW3bq3_Mj;|_WIV;xohq=4K)U@rt7mj zUV|4Jjo<9fbv%6!<7!EGB^$l2c*MtBmY>u|PsO+=Ua^yZaEIufcVVpgd#iPx>=}pG zIVWG1XMS*|*X-;I#YQoy*%d$Y7r|a>s5g%3$bZ(md9a!1CrF}jGT?`Ta4DvRR;X|u-40??1`V7lKB628+vH%s+Y*~T= zyWU+$v-h7jPBgu{MgL73FG^t6kaa@ym4NEJxGrv6c4n5+2d2feqHDAzt_g6oj+D4K zgA&>5E0vn-9$UQif^}1B@Iz1;;W9KcVFwXmd#gbPdLnKZ7;mpGX=L~SMqx`&(vXOW zb3OE~j1=w)tiE!&*y=VQl}mSqyW*n zc5GQ~A%$r6288h=h@y6@M6`j2laCo80aKhEdl-Qrh(@jq&w<7b@Kq`*4IG0w2clX4 zYOrvHRJMqR7{jPaVXkmP4dYM)BcsgeP@88`09_e>ByU%%(r1Kp23dq@tC3w6Msr5V z&R<5s-@R)l@;yS7ol?T429wxl`pQ|l+YpRBmFbyL>@sGUo<;^P(xK4`ecXCa%h<9( zK>jJkB4g|3L25oq-FN3QwkNVN2(@Z9gDiOrsiG2S-Ds>&rH?&D!;Yq4I@I)7{faH7ZJ<)&G~M7jv-mJ{BMTX1AI@wWZ9dHN(I42;s&sj- z3<<|9h&tvEN8PPpEsd4gjtQH!iR?uP2-$Lez>C2`=2Le3p>Sn~I2}|9yUs^X!Ho*q zj%|4Wfgiswoixe-7 zA(}gMuc?^^?a`I3Qn&%0YdkRZHgU26n9VbXXMWj6K5Thp{M;vcYtFLP_Q@sArgxpeD3LUWUYV%tk^^&+?tn1$ zUKNvpREo@)gSKq5nW#q`s#}%9Dn1GXOE8Zb)WfKdeouv$9L@p;nn6{$Fc6#iR>Vi{ zEXQUpwgC|vBK@dYo*O$bi%p3SCe#d3_A1N%22(l@X)7Y!Y@-dH!=CkGt=Yq_#pc^7 zYJV7{yk5pKlS!9VA$5F$Rcoa=*+|PGlD;-7iexjfZlzJ4EwZ1nSSR58f|IE~FP?p2 zP@h&J;%!h5)3Tt>iI$KivMsq`D)!L7#D+2iKP3KmwoGstS)40jmjORK3vSB5ej54@ zhzLk-`PV%Ca|WU!Ni`0;7M^%@22yWF%MGQlkv}4qW0g}Tx<=g2828jZJeQr+`qm>k zFcQP9V+sTlnK$N`DV)f4O!;{m!-Wp#j`bW8bd#@r$ig>*P@3SoxP&70DWSHR!BP1b1HP)T1=*Qgd zq@Hzu=JlqUm>y-I;bZ>4v}|H#*_LsR;_?77M=?4~qVyg!u73Z^rQZl(=$wAeB zrFYsluwKdeNyU5n)BCM4Zv*TBqnJO71@>wUc{t9pknvT&ZLg-&DJ-eT&DrbA!LO~U zRzr5?oS@`)jy~H)Ba)ZiJ&_F^n{#ebok8Hh0Uc|=9X08!SS4-?-DTjtp0L{-R4-;# zZsWR2cmZ@e(MDqL-L?GMRjlpf%dq*%)$Er6R^jzDfGLRqHzGG>Yhnyvt^9%WEfM8y zbuiNmpvgZo;lt!AO$J_B%d(&H?U6c$M|Won{R+A=r_kT|=8<-k+KnrlpoVpVMC;vPKFWqIn%>0R4t zcU=p-N|SJ8jD~zv0eb&$t}=tsPnG>>7ih-P>r&MAI$rp(k~N_rk$>iEISq zxxCLRqK&~!EH7x=k|qHen&pc`L|!P3@5Fx9GX+Yo$cD1IG!bPNh1;)(>$1$7EnD8R zCyJB9q92Q-JFo^((1b*RWSV3|aDd@M9)b%^6PXAMB~Q zOPo8lB0Bk&cD`}T(gv)fMfvYu8n3<;`lXo#HXW5|qK1E#I4Rbh;e5D#A-~Z}nXjU! zfz;a_Cp+}udDUsxW?5bDJBRYe?>R2O17DZb54m~s-}q7n%**`EFN<<;*(#Gzxop0h z&Ze-VbJE(iFX2}HE|L+vcF}gb<0xrbaq}=$waW;ll%eZhyyeR=N9ywxVyfb*$~BWg zcEs-{`1Y;}HMwr(3vEO51WN$|71<0q$0U-j4e3uR2KAn^Jkt7>X2sN9znTXh1IqGl z`fR~^Q6fAg4eZ2ILvI2bguN^itN`phMsG@+rRvxpIPz@0SjKxCG(+@Z3x(q! zqreBjaHB##(LayXrvBxM4hhVQzxBrzz3E!8m7hR%<%(8)c;$*-=S((XQ`c0^xpGDG z@oC`y$fD7A3739jbDi-&JrRFq3XI|(GewbVDeAw@lvuS~ukPQvl!3oqy#324fCN>x zBP8Vean%fZc^XQ@@MIS{|8Db|Zbpzqel%?hFLd`Fz#cOzT&DP4N-~c2SZYbCfVs=k^1?fQXv*e}69u4rjDobm5&SkG%at6W61L!z&B zQS?b`k9ehV{L!q@auVgEl%db*MJD-kH!DR-)#QY&Hqal9W4ra_`UG*Z4;2g zDPVY$DhQs<1OC@c;gII~ktoc$lF%-FT6f3f{o2+}$s|hiVTK+zFL41j5`46Cto=Tm z#RX8Z-+JQMT)#$mcX7yzt3LXefjSeOHX^MUXRDBC5L3b;UvCs@<)=B1ODBsdr&l&cEE-N z`9*b}Rx|8gDcRdiyNuY2q8HgUi%1r?MN(Wc967cM1)gp}g{HwF1Qr(hW=U5so~C)4 zfEu4YwZof3Tvx;$oPyqEz~73pE_ew|0d>c4QUwa()`UzX`VywqYz+O1t1%o`^vEK+ zjO-zc2^27FAMBoH94~6M>L_!0>Ui~DEfgtOHbs$6r2&J=G7y<0AH%FTC}f94``Jw- zOC<%!M6>%NW1_@k8l}H+-O1S(k2L(~=1NUZCYBnXgGtoSD zY4&Ny8;eo$iwdX~6o0Aw%M4oRte{l5vKW}2Vh)z4BV~;DVqB`GMHAD}#zwgjMh%~Y zXAhcun)TM8iQektx#JC-t}?dsQ~q$GaK+Y}c>(>%qD-NzpwdvcJ_#XYgyW$^ftQoO ziRkHU>Y@-_K!MiiZhc^zvSFl6jG&LO zH%y~p%52p(@skeR1o6n5Q?24S8g57PDk`CNnjRD$gDX|BKu~7;2#3|AXcHmDF$@XD z5VkVmt9=p^EA2A~eZDD9g!52g*KC_+30DO0=#Lyu7U>*h(MjoJ=zXEbis7SQYAlN{d6d z-V?*M>8!w@r0E(L3R2Spf9Rfr1U_4Ql{j5PPl?c3E{H9Qs#j4Mji$+zkr9@}wr8!d z!&1?44;HOVfbi-{H;N?{0h1JC;mj|6;kG&MMN={!IdZPFq5Dv?4)5#=N+#|K%S>p- z0+mV^w18`H9De0y;^pKg?@vZy?GVW;n~*{DqRY$ST8Z|?132#fV{T{ zt(X!B19G9>Z;jF>GwB~OHStpN^lOHrhvPaU>GVj&lsS0lTdmsd*eQhN*I@7%4%x4W z92IEJ!A2|^gsJj}vGa&6MoIB(hfq=#3)0d($(1?V$-N_jDk}|E+EKl9${E#^B>guVMU3Eob))>92OZN>tO&MeLwp`5lglQ5eU@Wa8{v@g|ND)?;DHMx z6+I|?7pHa=_7q{e?QNFjcXd2TvlEb8<8+umC&;z>i@5n+tgctA8K73rcSYP(+DQjk z1BybfHVWYWwk1vpI_pWLa9BpWT+Q^nh>g#GOm;sb8|u4HHQPI9$7U!4O=H8ILu&t}OnUOJMN>c5X!<`ESR zgsVkyLZ@BPiFdqH`c0kvY2bvnVnY@G+9-XJ2R;b@H~H^(!~9gGgjq1!0NM9UK;n)Cxqlba9wpy)vVzdKl%jq zJJp6SI0EnZYNl=c2%&kEzc?J9k4d1e^crlGKqh=0%e$Mf`YLvKEN0`7nLEl?ieB|j z{^&beMbsAauf<`WH+3}kxc($@0uQp=yf^sdjS#mp3|e|w_b;Ol!Os>om^^_E?0pkQ-IXF$a48{ zx~KWI)5Zti{br3sAo0zZx@p1ahCy*`n5LPXUD~qlnenu`B&IM<+xXtwmcb_16aKRT zuu0{UX|YDH6e{5{qZ#}&G3TU2<lvNUU>#>)*SNGEI6tbZ z(e9}Bnfc+Sv149gT0qHp->j%=GVYHkbYmIeG3~820 zt~LrAo7xpmb55{itrc>`(|E3z3Uj{svr$UB7^`_=@x~gZ4f176#Uj9mO;%!Dfw(f( zsBpE3dGgHuc=M7TcZ3vq!U8}srhG(>BMA=0r96TR{sC$_=E(m6)M)$_wDJC-pz}|l z#&nqNgTfV1v*P^+sL`cA%-Q7~A)8=lHsHJveK4BV{?DLIZ}Le(;)m^j6SUzL;~cA} ztI1YmBS}jg34*D`7?1rUXmjIxc4JQMslBVd6AHl4Mp>BoSVg2Dy)v3LvYLdt&M8#5 zJoE@NGpuc5PA|DvLoxnk_`JF$y*;^&!T6lqjKBo zou{6S-+&xj<(;;mplQFaadyxDaY~u%>(kB`d3+)Er|60CVw4DGG9BK~IP$y-+OT|5 zHCUMQbPK6KhP6yg=MRctL0h}|I}>v~^`NVujn|)|X9RG2lWfT`@h}#lTE*x!I&gJL zS;!k1+sYEInSLK{Qgs!yc^MigVffFW4Fw$HANt1f(N)oN@~7IPPYJEB{c}2cy5YPt zT`A97&X?YWutoNC|G#e(Dw>0xPa4gKiM7+NDq=s6d@_CZ9^yMebsx_j+-lB-)}05< ztJmLFYuOuG(!;lQzT#l=YSOhH4+bs_PWvr(1l2;ParXcm0?%I*$Y=v ze$X08scI|&85ZF~0OmY31njiPV9-v8{~f5YWu!oBd6;|!+o+~H=bK`Z-^)n-#9IM#7BieTBO)2}V%C2~?;l5uXEArqL@QYB=PIsnNtrc*G(Bt1_Sy z5JB+-99k6$jI6=jO!=t2V3&Fid5bJDSWm`@8ij5UkU6a2N#`tMAny z^Qfe*Hj3rOl_t*fWJ^-RU#^>*X)`;`tq;cHO&gP$ZUc~dcpc72V9HFO-dZl(K$Q9I zdek>=Q6U9A2_9C+65ZvXgbY@^5fZ5hwE#84N6S)g^acpaTS=#Bi_dZ1Jdu+)F?>IqX#``v(8m@D^KT+kirLh@`%>60iTZHl`f^*%D4V;1vRl}>WTrFBf)D<%G-uke zOeH@YT0hCm2l-tHb|UJ@WkFxer#+-JZ znHrxw;+Z9)$o96C?d&4;*Sw{6`*h3I_WQWE$*5E7$LpI4Io za)4D=P!R&Qrhk#GGEW@nT2P|-aZBoKNhwLAz(MmPl!NucK9UhJB~-q{^aw1J7SEW& zx3;aGXPgn7NEm-WNuojR`Z}2K@i;G)Grrq01enUAu6sdfH~9DlMP}u))1GZEr!RA5 zKo#glitk(rGu)|YIYV1}e7@PrRm&wpN{wghI#@7Mv@oOh3gM0iqEM~nJ%};^zi7@H zx=D9=mGq8?mR|j=dp72293oqlxOUu(_uBrHD*5mvrrDdnxnhz~9;@(`(Z@rxqt7DG_|nJh#+YfXM#t*0q+3MK*OyE7`DK3nOxHa2r3n?xu1H?dy_}Doe82lF_HzdF zm%jALO7Ac5K$x|k6Jggfk8d5*Y?1O>tL(K8U%M+@Z`>W~#J=Bwg&ORUA2sHKZXW5n zY_PAn`rLep_i#$k=VoUrVF4(+r)@;pNsPEV~ug5nE!*UVY zKhmo>gme$Or=T%AxV-vW1X28cA_X|t=(U6OIiN8ACZW?I8!y=V;7$46h^@(Wgi?g> zNb0k>4?kHe>h8zm488|R-1pN)l+dM5a(nNRJs5NLuy|7^`G2D_DCu^}iJI$59BUb_ zWv5h8Y*oTuJd^F5828Q`cd3&cjq%m&@&w9SI*3)1S`RV@Lg9Gqd@My%tW zHt?UQOlPnjcG%%w&-QIQ;zGYM@0ow0GB4MNE8wbeE`Ly&M+yCz+p)6zlJn-4aZb8J zd*XkQGBaijQ>wPcDi!V5Eb2UZ$xP?)f(7~g{na<+hfL2Hjh{o&Xohpv&_zKQ0ZU=CF)PbPZMB`nb-EYJ zwAUHR_@uo&o;~k7)qClmF^gbu&o0tRXXX5LL-K`(f4NdRYyFDvin>C3tK{5Jj+BM1 z+x=`g!aJwQk2#i1A7W>-sL^3;e3HprGKs?VhNRGvB`U6#=hMJj(jV;>-5UoHJWp73}3jxe@Fr2AbapM%&VWWE)DMgWm zVC9BWMQEvp)AT*3e5M~xei&v~syKfHwDS~TB-W=hbl0d>eyb?Sgaw6QBZV`KW!GH9 z9GpQt`jC@ zeb6$S5g%=Yn78(}KBA6Biz3H*RL>yN#^OGKRGhZ}$%*JqJB|;&sJq~VrB?1_QP7#4 zJaE%O3?V9aq~e0pcpRQ&XeYdB5Z3CW4bKoV%aJ9Vf7GI={8i6{kI1MaBY|m3SSZ%w zs3Nx4Ub>hv5**IB+AjT)D3vu$K|2Hd2J2DifOsmd^>&SgZdLVrJ0S77-V!ZnTSQ2e zh-0$iijGM(7LOp&Nuwk%v8EE?pJnP}Gb4E-@fDcn9U1UeFXMqX%RIg;R(>if>d?3u zBh7Jvq?@N^b4jOfR@krMkmitdjsWjRqQ2n*(FpY`q1k7>WSK+N5O2K}Z(FiMW`pz; zfE|{uS&kt?kmY(@nV!4hVpL9>#h$)p;uJ87LrLNyofn|QP(#JSBV)Y8s^ZCKpbTMw#@|eFs;B8EXjhf{WN2+HG+{!lMT*Dl0@W~0{oPFMK5Nlc1M5& zKC<%ua0s#f`CwecKq2Q!`i2UxQcZ~@or3)ipcpG%asnb-FJZ40ucj(xHIU(R1yrsw zF({(ey<`F0#=@omA-H*`GD;U67H=QMHJrQWU7_3|IdmMs-Cj<74wyTx(1lm(n^qbI zRvPD3ns!v0FIQS#R$9|n*}|*rO{*LOtDN(yTsx}Vm#aK3s~*u;d&2(>OEU`pn~V9| znfA9c?SI3W_UDyZani{=;_8)II~so^;FYZxshr*qW5vhl`yW zKg)}C{K}@~rhKP&N4M%4q-!mwqsI2ZSz0@`YiX$9pvk`T8WyT%{T%N;tEpF6_%T=uJd68DOm^0)dd>|IYs_76lw3wW^@soeS$ zAAu(YO3bt!j2+|bO&K;{owwVaEE>?|A422kY=|+zy~OD znr9>M0IkaC@>-hrJ8_b(+uC;hHg3OH8O%#w{*@L7V;I2*Ja#udDyr$4azOh5!^`5p zWSo+HWGOmsc2v!qL*XW=(NtcsJ0T)U^@BRWU_uM()-8TZ7cEDr<~0qW3)~Iesc1cR z3xxeh=P^PVd%qy=wKETHLHI`ULb>J{<07RBud1UD@kT)G63*FiLOTFb7}T-w@Jpa*57N=HS|k8TxH!+S~?$=AhNcM3o3yJZ&|FXMtuM*W7CR zfV~1|-mrd2oOlhdUxZGH(T@}+vw^m7?Pj)jKQ~o=n@CIO=s6Dor@ojvR!t(6N=Iw6 zy}Rg&Q+Ti5ZYL$GWr}Ihua5dMzo48Q7MUsO)~pCm8^6|R1X`AARz9^=zJ5wRRW}DJ zur^a|vpy@XV{~>6vZyz z7^Ppa7?kGhZZ|-2D$1_reM9fJsrs<{BWY{C9L4pcV$VBY6D{r5#k_{!4!%zF#B`H6 zPLPV_UYjVe)l;z_S03+1)VPYQykF2<5Vd?bc>83G# zXv~eGN-&P&crf*3@{NA8X-mDJmxU&>h;U-g*%|WK{#KHb!PMpCKnH7Ei$X{N1>0Q> zF1;$Aq2*aDgaPsNSFgxa7@vcS@HSot>&oIAKgPO2TRn9D#~5lL*cr7{|k!)w0P}w6_)y!DSGLUMJt9rjiTR2x! z>*H2xtWXVPQ8LB9VsvdLmF~@Ipk|uKKy7r|(&W8WSn_v~#!o*JG=5&t4YqF=6KM=c z0NICqzm+u$Yb+Z!5N4_6{j~d>SE)#_K@kXf#zONU5Gp5gnnnYyFwITieZZ;FsUyH8 zA%cA3UrTG(B_Qu|>?XB!%8wQF&){x*=M;)oZT3zmXbNNCNIpubd+-Y?v_)#yC_>|Y zUd{r`-}tM~xhvgtRUEb9z{gCFRbY9%iN-$s1}P7)cu89v$4giKY|Aznq($_b@V2Vx znfh8b6`2iZD@aWI6{{J1G&}~lc*6tAv^Tn;4v0Gm*tB>+otq#jODbt?OoGnUGts;4 zdd%Q7-u+jsrg_}9%^doA9S0|Rkz98btC7cFJTo16@`Nh*;JJ8*a6_78a<4sFWTNA* zSPk{v^k*~X>(ry_BR!&Ce_}PGM0a|u9~9!v;jb$dx_A4DhvzzfpFU0L-gnaavHb4$ z_x6eZe!=3ID;fW$EY)UsWpI7x@@469{&@*_PBsY z=weRI)_a_LemL>jPg=S{<$Ol5c>Pe9)$*TtpHt{p=CklcXt~{Twwt1KBkLjWxuAqc z7LA6XEms;eBK9awN`vcRlD_cLGYV>F>PfW1dIhcfiQ1wr^e)Iyfmlod5aJ30{6d7I zye;Y?#UBlr>+6Yd9J4?PWWuN;NDZLfPzt#X@wyE-Cl)rB798WLKrSwt)i3{?NZNH! zgckw0nW?IDB!gXN?Jk$1uWL$cb52T2)Ms;W_LQChSb~HB!mLe&t>kIbJeJr~IPM!TwahPEX;y|lpbsXU0CR^Bv9Kn|5J~aU z857ACZ>J2X!5WyHM2(^--N2@vvB}!4a&_z6FK476o(b2}rF|fDax}_Rpjfgq#mWAZ z=6)7=Hl+sxa7cKhq0d87i9|k*D+i5gO|#N5hT_32F(+1)Lh#UggQDz;E{GA9&JKc_J;OC~|Wc(?q5R5K-qE zf$35qRWS*V0Q~obmG5Lot09o|Wb7GGjl1p9+%Ca{BO-O8s#{9Jaeq8t>D6uYs4}dz zJgA$H<)xhg0lQ=#mxduJ?12I5$3j{G7I6tshF|Ea^d^>W!+57G3Kda|+tlNu3+E;)fo zXG34Y=pN2lIGo4rMoQ(*zzNg5jDhq)s)q%IV(R(OLPsJbERN#_jea@~af?bPT$t*k zfwoO$QEV>EnM&-HUc7dN*wDt~H>AjQ6Y6Gr6|%gN5__#YucFcCv^B>iCja#=^Y_EC zzaNgB)u{2&BUZwR!xva{Y)ab-9OKe?)1QQv8B>J1k>jydm5*;Y75|On)BJ08@G^ZC zfA-JW@f){ct0xFtO;CFfww6o2eco#9b>%oKSQC4(d0t*EItg|FY2_w%BvxWSZD29IFSFD_H@*5xJC&70x} z!6|+=T_36P9ociAMtNuRRVaP7tEyNR3f|EJy*&^wkyp@2F~C(!UM@;9i6Ihh_k!kb z&}M8|+>R#40jTO|OC>}`Q5jwA>m4LA09ob@JMU+Tr$oo+{^`{1MW6tBA!_p&s^ZU`r-fHx=7X@ghB)r=s?D&!x3E<3f%&2PLhtEiLQV zsD7=T4u7LXpxiY|PMtTUwmW~VLt01kdtjPn7#!D8G$*@90Ap+l{B-Y;SGU+A2!ex|Ye9C3BR`)?f6&59e^f*paAgEdBzXbnNm zpxX@Ss64q%=DWBr=@v`sF3%>{T_P(J3bdQ~kb`swUE3N>feT|FzjvH`CshHm1udqmiCHWd8MwsY8%NaGDy;?yR)kZ+l9(C{qV;yl%J&|4CFVC4t3LswH{3!lJxdk(>PwKaT*B^C&# zeFEQX?2k$qsJ}_eXI?eqlT;50BFW3tna`O%7XweC-#9m)&{VWE4^=ncvH$i{o+Mc1 z?aa=HAaGwv`ubO?)l%+3&p+(S&9`Es6nQqo4WTc$QTe*_f3Yi36YbBh*cF-WytpSz zf3YhO&$c(TW91c?GlSi4X5EoM-rr7J3^AYGy?1!eK&sKeT$HNFFf>|JaW&aqd{FE5 zgS=Tan_F#6Cp6WN-A<7U4z+{F8Qhic+Fi4D{8_ikZMh~5h$i%k9UM1)THjg$jb7Du z_H#2nyQsWR)2n+~z#jAVrc#XjS_%b8D^*6%QBdGRS6Q% zXBKogFLT%WRjYW4x(J9J-QTb_-zLMKRxr*^_}FxP;`w!+?ff#=vH2DUSGL#-S=8qJ zE5v^JAMA=o5A~*~U82&*jEm- zlLw6!CvR&I-7qFuN@%6^l=}Q_YjH2e}LKT*A?lrABOjE%AC!?ZS3$#-0(%+ub2zXcUDfRcR6=G zWkV)k?BF-C?Q5j7x!aZYrPivkT%IOc+lp(J{vC^Kvx>RykmrPL6_ zB8t~h7Ugst6)-WZOut|7B?jrHVBTP_Am$Unjt;I}gX=~yO!)$T;Us0+spdohd3Y~B zgOiZWay|OK5Y2wzU4K(|bg+%Lg1EdnJvbOe68k9)Qwef;nE_gxQqPRxcmT1d<-V7L zQIa^1bA-gH981WZ%VG5>dweBe&2f|L=A_{Xut-^&e)<+~`n_fvzfIQpHNBY?3Nm>W zQ!fr&D~zZmVF)50Osv`KudJ4q1PMo;+pDz^V<0Ui*C`EsiGfl?DIHL_aRyEEl^gkL zYNSO6otVSW!CnI(V%s$YO?RQb)^?U2?;H9LKl#b1nD&aLWhLjI|!l_=|~H` zlhBLwDkx2gSdb0^(u;!9!GcN=ESQbH&w9^V$-}$-bG}3XE zLaYr&7VgGdV6t%YGIr>j66H+lS{a5hi7zNJDxG=03u0x+v&33r?i-^97hqpB)NZI| zo0@AsQqSpw#YFR`++jmpAh)L7V^eb0P!H0bnqmh-;u6pidFr|5tz2^s`8Ql{-VF|q zqyX>Xz#s7zeq9DrQIQxR`g4b+Cn5_;q7F_#0%Ou)E{0U`;2CwRGGN9~AI_Yh(h(zj zrPK7mQkYhDZU~#)^9x3l2kx?sBvRi2r)b@wZI>&1qMX?3u#b5WmQe^-Q-S z9cyE6v+77@ZoLlv$`mvk^|ws_f2OFS#ctc`e=e%5yh<=Q7gaK^teCFbLYlg^E!bZM zxspn!$<7z%ddqod8Jv6c6>mOFZ@0vW<1v(N{atgUwg{CCMHB(MoozS!eLCTlQkSOG zS#FO?pS%n{H1i7a-W)g-v}8=QIG=`@rp&SU^fcy1$kw=!;`z{J;^|#uPKrTG`>jw7 zTlelqpW1(voY-Q2s{Q7T&wE+^Ttd>bCiJ&E(WRPTMnF6rzevM|odrV&;iuk^p=pB+ zGK@-shBP%))MBy#eBS7l@-bldyo&jJ8FL&;tHD`kZ^Q>uEx2)2o_}+7;ecN%z-U~E zNTzK}l%`Y|y)ltc=VbG})`@ZImO<2B#gc}7zx-5qBfkmUVJ?VKt-c>8+!Ld_P}--! z!e?~79-o-NM;Q2eZ%PD=afk}aLW!^5Pcwg2>ij(Ct&wAIM`bn%@cG^i zMU(mcY>7gf@9=7aOc{LAHId!v#XU{$fbr-apGm|uS3*Ogaha;l<~2p%QHgeg)CP>{ z;}mtZ4-Rk-x*MCa0=Xzv=v6sBh0>4nG`h<+RlH~qXXi>PMeDhXQg`1|3p}zwxy6dZ zfflO;MU0#csNG7njT$|++?gmNiD;!83(5}ECWP|o+V!zYjnn+`ntWlu^c4MHniacU8m2AR{rN|Lm2V3MC70d{t2*n}O3(V=hQ3SRvS`nq1NW)^=vCaPJ z&Rpsn05cnU%j35g@#zPXkW!ZsLz9877aGUb<06GUn@nZTI){plV^-bUnRyk7)srP{ z7Wck;NdsqSQ|~t+UfHj>DK3_0@;#Xovtkr}xf~VH(UZ!#)N);VJ%|u#q_fXkb?sGV ziQc26i}!nh&Be zjJYHUB)m0=<&$1iyg!)7YuDfTw9z2h;X`)q9{-RwhM~D&-7My1ld_f|nDTt8?>x{j zA~qVC#1HiRlQD>YAR}X@yyUEk|A_Gre;#PiEBzzT_tDt^7^WF7w|eEY z5UmWwWRLyf#5!FEYF&lY$Bs)Di$B2zC4%ML!jG3SgTd32zt#zk0zg^2OlfV7E$#rb zU{`~G@la}3mle-NUG5$( zxbi#DFjq1j{am$Z_{}8#)aKyOkj0(mBw%=)iAh|4R24vT6nwPe`8&|CU)60jm%bH6 zuzrVR34VIal>KpB!y%P6?KVg4COlA+PXLp4{*iOYKF#0$=t!q|wbAY7(}BrUkMTwJ zkENxDKOMG>X`WU;4{Xn4kOFluRFNS3e+L?6HY`t7&I1h&aDUbFp6x!|*YVI_hozSv z|9iZ#dMo4cD9z^b;l-PmwIAZN$9YmV-Hf&`aqEaV zSADN%;icp%bWLS9BDT5=EjA#G%ZA(v01kn}@wlVp#^Wa^9QCcAAx%*&p~e1u(286`J*=yyLBdm%w!twt&BHa6KOTn5JT*~zdRgkY=X7SH4cC4kQv zW3*N8H)FKwz+2^|%Cx-*o|Z9M_Yb4Y%NfBKc^*|+dg|X5UKu-g^i33?0NmhLj=c?F zUsk9&qg<&8R0p6GjkAX4Asn3*EAWvLwRgOrk&8ztVRD4ia|Klgm11cCkr3lRq7{R~ z^f<-oSFn-hA>`VSPRA-wuECU5l~#t-VnI6k>V|i+6x+T6#;a9#d@x=zjC2SKR4wR1 zKcbB2=<=chK~^3+eoYqRADa^cd|bu*vYkOH2$bY#L1rRZM&{Zy7izyQ8v&Q4bJjCC zO1!kL|CmC%0v>MH#+P%ddD_MbX4DQd2ih)%zX(+PSjm+|5^UZgFHi|8D`UO-T;3AT zQlyrgyJ@&psT6^YhpD3r%-LHj088yE_o+QqRr$QwEHQ`&CLitUY_+lPX+-#Qc}R$4mKT@x_qiCj^!7PO2;0G zr99_PB1ymWTv5@;i)@cgyaIYixO#_N;|5&*VV>EDpX_d5W-W=T#E~{&#OkR`Br~yA z!IuP2ae$0>&?To~`~v0kC)|wKv=(uZ$IBoTq%GfcB7R0)VOo;8I&4it072bVew^qF z3uhM_Gb4Gu?r&+%I5Q?@vx&6JWBlNrjPgascnug&__qA|p{Q<@8gZB)nXQ;H&lVh% z{K`r2C|+4PO8XX-f2fh=<{=^L6xAN%YV8+6*(GRnikRkA1SNu1u^K^pmf%W;@%XTt z8u^*5+6qf-p~jr5b$ZusGY;Rz+rZogtK*B;lrmJc@P~S4YX&Pwv+t~mVFL(BDRqij z#w@i$XUxsvR`Y`xW&Bz=VA|l;o?P#2R&J}gQ5!-qGxuJdTyL$${u^Bs&&s! zVX>bg?8y3<5SfzYf{7`y_4Cm2FF;gqH_S@t5W>FJIo>|HdtuqwYUb{xECtKDP=aha zwf27MI<<+LAHiH6Fe7)kFBK0U9+lRn#+yR zJgaupQT&$2kpuUjS;5^$_rD3-pm5K)LrS0MnrHCwn9afeVH*#Uv3L+@HPNVL9*1FK z;>jZam}itevZu-At-Du=DgFDV>OXf=^#?X6-8HYRV<2f(>na_n;Dv-ogl}7h7xM`2 zsdjb8+m*R#R-0KH^V6-0o=?6lO3B_<(aE0Iqx@OZmu;@ZJh{z` z1-h=#_Kj`%xqVdLlI`SG@e3&cikzh#vLqY19eo{%j8J^5bf|q9Mcl_134z#ImED-D zi0?h0e%+ZP^`4aq>-i#~ydc%Q9O1aGFy}%kHICLk`n8ZxwAKyeTw|M0G9wJ4ss&7R zMhD5&ixU#kJfGvPchlKs}kgDkFJXwOCcR6SQ@>NDKlI+v3ouWHIgbpsma+0ox$~ zpsEGIu7QcF2X`FkSPkf8ni?MK8=14)a<~cM6}rVTUs%~aQmB!)2)L0IR{$2fe=vA7 zHm8#ufWlI7dXEN&6OLfeT%E-Y*QjbRV0uUw- z9zfOFU>+t^($c}BTgvwBmce&Mu_x}51_x4Qsd3j}@B*lpa1p0YYkKBTJ=yHXEYB7HeykA?)BUwJ&wK_>rPyfBDzIiStv&PT|0R|_2 z67_ljNPnONm%VY*=NRE z1*QW_MO?n3huf4)qJlFXo1yjAS=7gy%4rs(dfkL^fxX>-^lr^p&p+0hao`%({oT8@ zGBwlnXiD!A9I&IC!t<(EN6CqAxNtmJ7UcLcS+!@;SYS}3TQ$A^>qfbL1Winxwol`F zdEICK@32ZX#z6kQx_ob-AeS|*Q^>fR`T3nxq_`kqu=AY)`ut9+xh7(M2eRM~GJiiY zlj%0U{nP%1$#yh-#8K;JOA)z&&U#vrrOPgdte35foNk+D`;D-fPMNf2I+>;GYns1s zP!$P=L6NqKCJ^oYSXDlkQz_5dpY`f{#55US(t@@ScJ?=2cjgMVA7>{#`=&5$d#q_m zF8m{?$3jeemev3=9*+(!S%I zmES0Pkd-_Y_DD!x5{EI~Q1F`4{ss+$pVt8c9ds#jN4T>QUw@Rft7l~qOse-3S|c35Uhq9 zG13BxyR+c;K1?6u!G$2>EJ2p++9(S=OA|i9q)*pqVmL@{rm;kr;HQ2ERkZCI6(sTEtaHKK|#}wo}6rGEfwG zIDs|%WgqPEFyaBDzi64}tB%wwQc!3!gLP{<*}6KjP`ra9W9$$&`OO>g2K2Fq?G{4G;&G|lgTPM zO%x+)f*j#;15_Tb`$bqfu(U`Vw92K-*WzSdGn2rka{D@ZfTwLBJ}x$`24P?m|6*amG48w&X0% zz_9{(%ObcEA7b_QY1H3F#^3btpP+{)=SBwmuT~N&xKh(=DZSKAT`j6q%(^pihjBg6 zPTbzO95Hb?UzF<|vNtI)F6+I2TjFRt(QKk!cVF+k#*&=FK2keXXh0^y_RS^f9dW?T zjZMN3zkFTdM!=7VIx|ii=ctcNiZcqR&ROR!P4ckCnyWy)DIsr7gr@r z@UB}GAf*La2Q40i_x8Qslsc75RlOWMUAKxPtY#CO(K$m}&No&zZ?Pe7yl!RTqCdOIBh$ zjH+#F2OOx*o+zv)SZT4}ZEK{0u0ptc zW&GU8D63pt7S^hxp_WQ<=BK>9Tk_ty(La*LWm3xBa z15$OWw?_EU4{K0^dUsmJ6hxoqg*quv%cW%^Hd`!Nv;zI~3b_9I*JNtaZ^FuUmN)#| zUle?^bSJW(@f<3M(*S@Fi~A@kZ-Skb^R1qM5j|;W665CjDO~7wZd1l~PR0VeBRTeyZ+xFUs3JM}kh6Ip>kQHP!Lqm=1;2BaX-Bk!i`C-yV{JSJ&#tNB71FGG^f+pE5}hiRO^p z#RB3uvb{W|VoAFE(Yr7BIu%IiJt@uM>~6-QPR^0-7uyRjg3}@R+m@bFIT&2iSFaJ1 zqW@lc_?M-UU+hkIX6`l_rHE>>ZM;R#M*gTez5d z^`O^Stn2$rWdHrcW;NX+2Cjx6+3+r8cbyoSuiji{(!@t;CxAy-#`zZm!GOvf-Pr{{o5m;+2c& z4+_iMUwtoR|KkX1Atnz;*T|)fAuB>?)~3c-7X146%aFF6d*O z-R{CEP)zINA}%wO6NNx)!<5}s?S$Mp+)CA zBkeC=z-#&%=8`m}7pvbJT154d7kzUrtDK`pGIoDR)*GXwOp= zc9ZtAO8#g02$Nm)@1wRw0}L{x@pjn{FI98rI6TOB{3Sz(?cbq?e>sifepB4Kdb20a z$t8EbliRiFtt5ZPa_B+%TAPtUJil^sQX#7Ru>uugrUDGYs`76H!R*IKJyV|4LnS8@ zR8_WlX|{$OzrF$=u$=%Gja4R7Wj?(I7XU^HmkGc1*JF1wIL?yS<>w^plli!S%`{f} zUa8)Vf;*Z-#>1^CkQ@mZ1;zw{$AUPDen!$}BS|SSc5~*(m>ALpd5cBI8zgsZDXzq6 zGA@`!cr}X^NNYnt2ys;*@CG+9%Y_pPSRzEPEXYqlOvNEORv3;BgskNZ5b6_gHe_YT zdNZkA?4}H>0dbd2!r8r3D!g5Y4FF_i)Z*+WQ?x_r-#AJ*_T{lZiq=!td&&|;OCD{w zA-7zkFm49Cbc$sGf@k=p#CX}Jq69kldEU>k4_792I$=qn(I-ef9dj(6U)BMU(y<7j z?i4ItWb27D=8i&lnDbxUWm7%U<#%LV^GB(p7)SAe!P^Wg0DU|zz7NUxG+xFqmtm6? z-d!Qjr^c6n1EV6v(g0)Qc=;0$!X#v}mwKR;BR( z)am>+sVx$3kVC#;oUl&v&)uV}AjTAJT1aP`O{nG8jBMpD9LePKqcRl;<;(Tg!Eb6$ z68Ys4HZqMX)cMF$Cp*Ij33$*FeArL>*0noHTZkhqZ7G4&#@<95MxzO84)Qg9ty(#S zE^A8Ote8d9PC_=)UjiVULep*`oyCe8amM?i=Iu~cfqK+~ zI#ojrjSU~Q`{vT;-B(+J$}REQV|xV#SkRP(A|Xbr43MsYzY`I}6=q)K&pD7`%2YgX zSje7V@@`3EXzz|=Us!s+L(SpeB=Nsr5c#{E_ixE!Nc`lr|L-CBpq<8()v%L)H6;Is zB=%eHP{Gq0Ur$Q?MG{+fzeys|>6|3!5lZ%pe@G(p$~j4JjZ}84Bsx85*X8;{63=Rl zH*{!%1m>$^#)EbGk~`(Lpd)FpvEhrj!Ug>~<~7?@)HnvGqnGoDBsD$!`xbWN>&pn~ zcU1dFqA1hwM?|!|taGO?r#UV)-jr~l<2MO3GV^(QMxwy}>a_mr-MoZJ$YRW0UEe?; za7x!HW2D$$BB#5KzS8Bmkop&4@bODl9&x%^?j>(3`2`CDCt?}L`wKE`>$4Mz?;+V2 zE(jM7#_oG|!O&-y9;jB0XGBCVQSTB-se3>L`eBM~MT580mC_d_qe(>#aIZ1Fq_++H zkH?DgA0!|yNW{j2*SS8?xwOZpd`b}KElsV}QWn#$5ui@VxKqEIf98;>Y!9s19X^Hc z-AWJT9O1lxGUIGY{1og}R&g2Cuf-mo7KoND4Xw>Zwo)7WClxKzHEZ?PqMC&=(Mha+ zyS>^H<2XvOw{x#6npwJc(xR3w(p9iL&0m=!7(c3-zaXoBcr4px_@l^)n*(=eIj|T+$I6koo&8PQDp;3+Av)nhzrUN!;4j@KN}o0yY80}UA~euZEmvQ zlI?N7?L9ThwP$2X>Yg^opTTMmHQC4+T@~ zPq`l%XJT;SJXYkLdTm71R0Ux93dvHpHa{)Dn$OX@7t&_Z_0{51!HnB;Z$}@3q?+A| zKh~^Q>-zkThR5f8=TJ?B`!0Z6h1sSZJN z#?lKqI?ZeLO`+(WuK!%a%?9<4`4mJa%n=^Q#hS7|(VAke$cFT#$WL0Zs8+H7C`E>3 z*d8v~N%NK91{xs4U6(SN@Q%alVpyf;nZ|K#Ie91?(GF=esxm?cFV2g{q(M{LN;mRy zzL<{0W^IKW(LtR}G$!apvAWe{qbJy4KgO~*!TmGxba$)uWEsr}Hwb0Ityxxb6^oI= z~gW3l(QoYg-`s)`>Q_)*S1LsLht1l*C<@I?;=m(uD)Xa&&5JO^;5ziwyg8d zVxi=Bg4y!?jCfTzr>B2C8TCqrVqVxHO(&m zYYOBi)Go~p(tKzw|7wf`o5nHkDg0PhJAXOlshc%NXy4756vxXvtLA!k+Pp9U=GRC#WlnlPrF2~9Fen5?sKS2w`^qa5O#Byd*HcPHm* z-L{-?iHhXtq$)AKA(8W^?^#^N&Qc_{wS{`toh>- zoe-ZHNlAC|h4XiXy6Ucx#w<+n@)^gJ`OG^9C;C_{n+|z&W~?W8T9%&_dJ``BWPwe(GSq5Q#zr0UAs#XPg(GiWfv)+w z!Hg_2!7l+WOTNqYIE%aZKvf(NX)O(SH55$@RO+hhqF1n zRv5um1}Y~5hV(0-WMWtWsKQy?MW~|nEQ&u<;qfADS{2X;)JnxC)vEHOxhUugv8*h@ zUbwRp7vyS5wDxLPpSc{dSqUuH7iWD%@7owM3Zg%yLUmT^oVKYtu$KjKFp14*82 zQ5GoFJjuQlbg|Q?#0UBdshfSE8dt|qBP`2mp3vi-eXWoC0xrdW$ugRhkme!#G)T9$ zIj0sOdu>i{Iu8!fVst#U?t^n0by~ecD&(?RzJmkK2$X=>M z2m%O~ov&*U3e2=J%IciIZ-!9wCtGc(W^RXYZRNN1<&0%JTOSrSY8HtI1dY`cJxhe; zvX-m^gEi+z!t1uI8ah~4PKx&|c>b0q{&z{l-wT9)^TWT-4_e8^oxeBJI|FYij~zuw ziT{G>=lG?b8YH;=I=YbNwk;Fk5O^+W*BGqGdP|3Rx9SwnN%Fya(3uCRYAnt3UkkF!WPW#S_7~PDTE(txUGJM)uP; zes*KnAeY#htSheaq-eKe+xkXF2&v!}=M;Zb+rY>({tGI_xodYj@ zu{0t`an@tUFGyNyTXL|lO{amY9g2`rFnA;^Bs8pt1VO;$NmmaIY zW~w^iCwAd1!!JPtVcoF17%}(9h<0I5iWEcp{$UNCLu!$9&}-f>+!C{wTU>^XGT6FUzkQEAa;Kg8wMA1*j&pg$vw_|T*Q-s^NzzgmF28B~(abi~1*b5r z`4UxW*?JM6-N%?WY<^tdWqoB%3W$Ele^90KirO$%(9|P~DJJ^*R?@p=3CI(~z3CD2 zC8Tuo_+!TVs;KMcydtIWgYEF^{9CrL=$>&}dY?lDc1_)KqZ2Jtd@Nk#6Ya8by!*Wj zm$2fca&@EoM1hBmZONq<$Yfr9?)ARccIBO_3+mxQ{dhr7l$WjIBda&yeZ$GrCjXlM z0e)C>`K?DFl6?I5YtFoKaqa>+ZCl#vfAol&W1gK{;JF?F8fBzUMJ6yxvnHJD5o~t+ zeX0##P;x~K>=*TfL`;A41E`0&RawS+8s*3Vpj1pU*5;+YSoneQ+`)d1_^a;eF9low zp0$|AdEHZzZ`$i420PLvqJs$+>}6z1%OGJeSEju+lhk!v?c+e3kW%Vx9&K)%Vn1=LVX2lRgZ~kWkvP^9tE{Z|h%C$T9q~DL;?E zNs)bR&^b!F;?P&PpC>k;^I;cho%c&f^I7Naj9rUey{>gbr@N@a-CuMbas8Ylx88~B zI%sJfw&glTS&shEBc@ey!k6ZP%O6hudagtq28^$~12qoKII9xrhQIaZHN2o;|3zTe z73!VI>V(vo^2%vmDr8B!1p8^FtkfPdUEMgG2HLi=n#&j0m7eo%YO414hV zj!9G|#`IgQ%qpi=$DW*CPU6#Hj0E>WGPFy+t)PnucI{dXQNwx*SR|^JH-G?oGqPMT5_n$ zE%$g@A4G#9ue0>5AXhVOMQ)e@rXisk{0snNt$t0>^%%y+er9|x;BCCiaTbW2LKAa@ z5X44UI2l->-~$lE1m1FkKjJXZ(`!v3^owORN|_ZKNwF@oR%wEz@Zx7h|ENUt;FRQh zmHFLG?wcszza6Fn69gY{qv9F;DUg@=W8ORK@8VD#{+i~zN{hKpKd02dP(EU=nS?9D ztG09LHe6@s$~S=3#bKlSYM|xn2$v{BGGkc^0?33s)(|L~SAnyLQSAr_VWyCyH|HsW zTv-u{bd*UbCNXZTAswo^88w|H0Hq^p3SP_^b%LkRWcdu#PAdv@6 zxhBpe);KGjtJj<+AOmM5#Z8_AGOnLP9^_p@R2F?v?cSLxzfrSj5=;ulIMbku`N5I*dna}!7t;39} zZhD(p;((DaZ+r=V_%se-_FQBn0g>Gj=yafRpP#vNC&JI1-wTIeZfD(zzJVT=rAo{I^hqUdvTe;6<3TPyXG9AoBme}Zd&5MwhZcJ!B{uCM%Ld-QKv@_ij zDNY(4&tJ=Hic3&u)0v98lJCMyR>oI<#Mjggo{k2J-VRdUFnxGvN;4b-Vf40jl2d^L z1%#zl{ngqx*jQQ(o?=8=PDA3F)BK!odO4)HB;@&NfK+ItrD&3cGcz5XZf4-XJFRM~ z!upHzCIty1SdXN-ftUy8a&(ym+`-bzrV6GO%)2wD`6NbdA_Z77v=cUoj@8Pt&+W;E zQXxid$i>j*E9VITd8;yect=Gtx~OwbR?ejmL#7wFq|`egy@oX(Mw`P;HCMkCzom)) zPCu(Z5gRfpleg{hw*m3rwq5?W0ilMQDW%ugUMsVt&{(s&bfcrP$Raf)FC$m!|3KaP zJb5@bAP!Y1-OWx~b$%NVsvF321HvjTXr2r%QLy9aCh>i@!l3vZ8Z;yfx1Gl}OLWWa zR)TTGLIR~Expw2<^{a_gKO(pk`M+&KS9*eV3O$7}3;T~*dIF6OLCePYrL-T5l~(!) z@8?f{**SBef+GFdU)}RTE>gzr%|*pZ+qiUH6)(O(#=Q09`1(b=_Ccr*_b(DO4cD1& zIrp#wS~&yy%$9sp?7lckg{eY&ZkXi(0&yua?z#0r7>jZlZ<7H2u-Kncusjk~8;Pi} zbGCJ6{1x;u-~z{+X?({3Rg z;Ka);K=L%w-x1B8C4T9V1!j-FOzEfVwOZrMMKpA2@2759(VsBT=uP&2Nj6O`Ur5O> zUMAnp$}mFnRZu>zx6f|NRbM0SGQ%HpDv zy_eGqDOb7#oT~eyg5jo!9H{?vnQ#;N^Na(F8@e_Z@1BxdXi(_)Ye{(|B27?6@d=G( z-anTwgby> zq_+}CE;=S8SmsbG9#u7oS&i}2_It!(>M@VqG{R{$_p@8HV23O3Bt@lK69;)~Dz2+m zjFdX^`R11qa$%3PF!|z_8>iSaI386K2Gg!ejw0_(MxPjKuL6Azbc+Z1-?OwrD^YIj z_6CaU)9It5t=>#pIAoH-VKH-PKV75o%Ymg5qQIvcPp;fshqt_1{rvDe#jCtWZ93*?}q)A+MmIqyBA*;TAn5zQ%|sUzB|2@Z#ueDLtKyzEQ+ z-43VV5+}^|fP@X>K>5B&3C@-~&APE>l)s2EnnA~ASMxX`T<(KOZ`23zYhKbxR!uL* zIyI}y{|*)y;kLDc>v{hS7GMsn4ezcBlr5y0e5j5uH5j<$m*^X<;Zk*L6k46h?9VaN zLNap-4K>=vx#hDtn+y`i{sarKkrO0NRUpyO;1}8Uu;GW^f3@EiHP1Hi?gVmxL=3im zv#pw-XhXf(6{IRi@DtR?`1ls(#6tnj{=MI4bG0{lJe%is%pY$$>X)%3Mqtfy0EJmY z`}><72>bzqZ(=2)gL&AEdozE)AX+7dmu==>yy-fCsNJ4n4ae49`N;z}(SLf=OZIZ- z-gG~wY`f@$tnXsaEq~T&E%~XyX~a`~LXp>glF&gv1e--H2E2f>x8d+BY|hF^*3pjPv^taWS{?5wUcHQC(f z`(NJlXIjTYj{%6vjhWl~V!(*Z8f$?ZHmAr-J0hMx#m&5RJp;U5#axQkFT--RPZ8Pm zZvETtt{t(^t^v`xFeyWLdC~(lOJcFA}{y6 zr7}2u&i?Cjffe+xZskv4x)8A^-vj}Ni52rAgzeYcysC1 zr=|dn$-LFDxUjPqw@iWo*-}!1J~b~6vzGC2dco>E)IR#5SY5H-` zhe%>;Y*9Ktg}z@M4` zpc7;tqu76qF%=U`m!~qwtk~No_sB1NeM3J?FfiNCs+3aV8Ci%v@J`Wm#Aq~Qrx0fz z$XU!qT{Tuy9b{}irD)m5y@r>00^vbd@!sAMlO9GH^+}HQiR5W0hpB?@K_e)p4e&8? zS+mG)Dnwa}m{h0YgYtmnDE8u3+%vQACP+;40K7*^P{0YxG6w)gp)02ivtXt>{Mww< za6Z#;7a4?hCuY^mpVnC}8EQ5_Y&Ak;Mp$)PvTT@?W1-S>VNvd^SIf=osF=PJ5brnS ztTqg~vR&DmkqnCour(784aTfp9t8^2&Xj?_FrStw4+O5ZL!$UyRij>5p8tFan^m99 zR816+Vyw=??eD|P7~h_##oToqkiUnVci%L ze#cF=JbzU2qWL&T>8KJ)wFnPtmt8&=F?NN9+7Nu?+|sc?U896f0;rKyqhyMqsgJ>C z8i1U&g!b#K!x1|hi_Cp}hztA@#jP2h{{G*1SyU3W8(cy!FR@9D7%dK~6(bG95pFC@ z2n~RI5taM}Sw75y7O^>jb_7>{ji(<5WuUPT42pi*X_-NuXmFUwVWC4)hnT4dmT!|I zX*2RgNbBaXI#4qzn1uAp7*91jnmFY=IL-0tii`!x<$XzahcTpQ8+V_YUmOTiFfmzQ zguO<}dA8_4I}w1){OlP)j(%m2Lpcp!mArmS;!G|qPet;1!AHETmPoL%Uz*%jR_S0) zx`@V@Jn(-f4;&GKUJ>=q z>zC5W6oKn5#CYI(wz{IqMmb{NX5su2se3QWV4urdCs*SAVrN(2_qn^8r@_Xg2UOBK z@zwgW>s)K~-MY|~7r{Dttpjok`>_F$2`|q>1a}nb>o<~AeE9cm>=4(?J0b;hnEhh> zSFyV9D5Qc;M(UmR(;oDrU$dliGWJHIh_tip2X>8LPC98y{Q2V8S9f>9%)!*o_Lb1r zU7xN~QtOiQs%O{Fr3+tzYMo_CmA(-86k6v=v*mbA<(9)skV7*OW*oXhSFc3}^wnr5_OciHemg!1I{_|6W5L zx?sMT&OzCHugg|PF{|%LA*GY~G(j7`d4TZfLsVm|;Sn!YX5Le2jf_O2_v=5+9o4HE zFNK8qOoAw!E1(+buC8HxTn&SGk%N>w9B}%Sw=yFf*Kgdpmt1sIx|4a}^*J#!zeux4 zZL~noD9}NEYaX2c=#^e2|5`)ZYy-2h|fy!eL)XjormPx@3zRk-vOvn=#yu$wdroIiI-44j~0 zgZniN7q>4#y5*Cz^x*umZx0iKdA4n;@RP}<`9Y_TY=Yaw^ha1x72BgP)|$iG?j1rOE%cTeTnt`(WcH`5mFJ$SS9Ox6QU5I@>yfbb7Y6x< zP8q%_7}br~>wIZw^B!OKEVaxXxy!CTkA4|5hO8|1dxvNtPh(X%A#Co3rnEI2PGAq! zA*lF8NgFQU@UcIe<8XaS4m-9sPq&6BH0haunKj9xmep6#=|bn~&zzUFzL#Bk!BFb* z+f(>(N11O@#ZbQRv&lQ_oY1LMZ{Jeib5DVM>5}car%`>_b>#^V#Rdx&oIR1tf=()FvQ{WDF`iG}PwcIG8w_zLDbTTdX`})hz{0ogQqJGmURqT< ziF6fcVWgY;cm%ge9eO5%(!M?6LcJwjDSGklp`q*gSygV$XXoDYVTgBL#l%|{PwkCl zUhg!iCTCrSEhTa7LUd#s4HYQvB3j`ZZo1p+e5q>Urq*cuwWS0-d@V znjKQF(sH?4e+Y@+wkL#WUG+OfStNbAg9BVD%atMg(E%(UHs09`BeUB}mn-A`WNZG|}6w&}#OF5@uz%cVQAJ z1H2#lft2}ZD}WOol1y}nYl*&sra-*iQJ4g>)!^h$0B)n2oYCe=kN|CpMF~BDD~6p2 zS{dXkeqaX#i7-;2W@Nq4DOj<~29-fcOc^M+plhKjDHOW-Y8qG^A{-Fbz9=D(5XD}G z^V)@Lktu*%g^3-kLyIxEBkcG_^mRbA#V%7RoJnj=ThssAYDI(clX zR?Oj!jEkUN$ro8LM&pLBywPoKMWM7KJa+@iz)x76lb;W^soox_sS7akB-K}ljf!_> zo&zay@JrFJ#c=T^En*OgCvo~R$tL}Bcl%K!N4O(uKpVLN z@CVzKMU;@3OgbfK^DA{7`RLX80^JTZbC|{DYs1s1B9#UY*H+>+YGz3xe%14aL==r(^qh#R* zCXt=Fp$&w@!Qi5wr-hA6W_e84M)Rdx)q~Cdrh@;j`=Y<8;QvA@fT>gRX9xW*W$n~G zrvl8D&2K8mQ&zlilT>>3+uT2>fEZtxQ1L2EZmDzaYxiGN04_kBQ-Os1I#)Y?#ygN= zgXj+7YMj*q7s|Cf;kg+-q!Yt-OU2mv?i1O$mLbriK|nW)gZ&J9I_#U&m*B`ibE<%| zfrXmMvq(v10h^75R^_h|WI=yG0#k*RU)2gM=Y+gz0-mExWWB4sbK zzA5rkg#8nozqisu_k4(s&6#pHWo~UVor1O^o*kZ!lpaIuEVMXb{Uh)}TTN|!*G@8D z^xI^mK(5b-NfCtDSV_4I>i)ok#O@eNPLlAuL!G9E+tPQ7i{3ONb|==z>{` zH35c{0s&^{=T6akx^)Pjc+-s$X#AEEE6O$eIbBVhHRDh%$;)5~Kn-2{!QBS(s|EIK z&YS%YiCPavT6MSp1dJS`P6N~ByVGqu&gLvAk`Z*6dy4Jj)#0K0;eL6>AdnSnIV0|S zN(94R!Ks)<$&c_RDUIuBowg;3qyS7>gBbgMcZX5*R|CKNP&a!d`Ox5ien7+Fu9n&i zK0J;-&E;aL(fuH%c-A(IER&rq1k%T5JfWysl#j`2nZ3W#RBQ!gGi9iG*&uuDX-_Ad zl5p5{^=pe3+{)JMu?FXZdSj7$7#rz`y*9@rY*{QvCfNd&;@ih?o%mSr#f89!H%C0f z_*xpKgR&NBjOSdQ!PZzP_@?p)V4);Bh3bK$x=*CVgI#~@=@zM(15E<>?}rx*E;45Z z69?yA)y9jiGX-Y8I{2SR3C_3Y=2M_g_YAhXap#K?InP*{8FiKqkY)LGjt2OdkPNbk z3y@6_Q|H7u4M(L5?Du-t?p@ZS`=AQAg6yRsX^zR=fKvb(MBc)wJ%6aLuMST20UTad z2v>okX9ol5jMIE-%Uhp%Ar)wn7XFH6Zx3dtxe4?j^Da2IZEg6@8nW=mGR-FeMoiFvWh(O`qn4`%)`1 zzDiG~J`-50y8gU9DY^Q2-|p_c%8AheAcmC`&*9f@uJ~ij^z47J_nvP}?|r(qbWlJ- zLhlel5s;9C-a|q!A#{-5n^L8B>AiR9O%$n8EcBv)(u<1HK?S8r5oHJ0TKC>F$ILu? zX6}7FFJ|RW$gAu7`CZp}W>m**k*MW7Rn3e(gxM(%$}LuSK9M}y-lLa#SusvAXl5rg z|7~;Oc~MgTIMQw8j4iO8QW1D&@ ze?&t=JN}!ln!~sB?ZTP6WQJkb#}oIJK*E0{`-lIlh@h`7cE%P5(Yg6!=^ly~9lv#P zRmD^V&Hk$T?xas&OuOOes^u}bEyD@!Rgk*y!jcd7DiE@XOU(bjcoocXs&l<~l16;< zeU0(@T3_^OTttDJmwtWRuP4vFmWu2jfZ4x@sJ6Z?tvWao0e|TMOTT&rmMnvojD0&+ zRrhkcUm9a#I@WtMaOUVGl! z3J&R=q7s9%Q$hiNy?c*aRj!lDWln3G*jUcpjj-i)HfqH%Er+PX4Ae=bSudKx6oDM| zn1Ik+sT2{}cSBY;snOfs9LeBFBWtU|{b)ljmO>g8)UisN9uV5dxQmQ!wpAYmql_U) zRb1&m7a*VqnzfPRv6s>$MA1SetbE)ZTbz=x2o)P6&t9V-!Z=+U$Y-QlwjO(zxcnES z>R=Ug#1D}z8b2@x6JC)K^Nn(mVR<1!RV#nwyz&as4Oy(q-SHR zj)*lyDxj#5%PO$j^xA$=IBy07>_}~jFH_vZ7%_d186f#^T_q8V_}r}EW)*3*uGe!I zs4$@Tz(%3b5tFD7rd(iXm}iba%SI@&_9|(_*T98ZWL#9Rs8wE}vy;F+7<=GEN{Kj( zU%@CjH-W|jYPbf9T60zPlqtwSVQjoAvFS?f2nJY?2^=VkP~U^6DmELu!m<`Cn3y@~ zonZoa$Ux?C+>vecHnADTeN5jR<y67cwdO-8MgaNb+J!rB|Y`pDg?buc$1qm_n^+p{l>Z z-|vCH-vfV>kNzv1>98oHRf;QLf-yeF^``Clw4uVrQs`?_ z+)?_VMEmT6Fp@mMJ+IUL+fjr`aUi9r^BeoBCt$8G6K<6`?RII*B_ zw}?z(>hV_@a^xCjlH*Fd^20RJ<&qSjk)XoDZT1+Y+8)Xv$kU=tLj3-2rQ7y_5!S$G zzH$(2fb-3WkJsKBb&uY=0~IGduT{Rlk=gC^;{Lbtbzo!20#qE1G#e`)NDJxnGoFegz=jFQTBNq>nbx9X`G8pIPW*6E2UoEMy(BF95FBjP^+DPz_hsAKzN5jb3gRA; z@d}-4>j$sazP=HEo*uGu4~fH&Tk~~sjq7=SK3HUB8R3QXPit!aJ-sLjaA0Ux!DFX>)y13~6GC?E@a0hWl)J}cL?-;I_RARg~8X9HzD!(FSD%DSeOK?lP%I@}<0p9yQ4n8EgaaQeqj=MAq z@pI*i*qy}BC*#fQ!{^8F%c_vGYdQJMiT}Gvh5=$F4t9!)mgW(=%5l36y7zxpg?w$4 z6}bJNr*)&=P1%=^002(u_QcY|Jol)H|f8WZazvB3dGtpHsrN9 ztz0#jUmG}aJ(H7cTY7!bVZi;PUuw;$yU)wXsc~$4VAhUx9K z>s}7xMfc5+=WjI&Gb1@ys1Mf}C)u0;C1}k%j5wp)@dYj7p&YFZCr;^h_=nQ%h8WKa z*;zG_2VSxxC;bq#&|FVS^+7gtc;tJ>EVAO=?(Dp@Bk1)(_KytCU^f~KXy~Z9?9yKJ z=;!y{BEw|b#7ck738Kv{8d`qtJdeBaZd2>H^X-4w8fs|M7Ws7>As9IIE)UwAX6m3? z#pL|VvFrl%xH-SdSh%`<=Zl-Ub1O2b--UMg)tttA#Lwj)5fm+!5e+ct!N23@Zj zo>ylk-2d!gAhO~#EJMsHg*R$JF2YU8pyPOz#7dq?Inc_MUeG|6zyB0IT)k;A=it&_JUN_#pix8a9JyOPv zhH<;jPz>%R0A_xG2-frpg*FCuSu1fy2Eqxrny1B?GC+pwVb>c23FpOmqm+|ih*BDs z@p9gGb3#(BCUPx|XnZIq)@{dH<_e+i&zuOeRZ9{hL?V!b@`&wZ8rjsRfr3i(9Yk2_ zhP8`Cj#}}Yr`h~4yosdOmyeQq*N^aQlEd!_VX9G&?59PGhp~KDa|J|mIqEgH!UHp% z+9O<$TU4kbaMcT->_?G6ac*`2 zPC=vUm|cJ~DF-^=QMGVFOF>0vC0muK9k8~E!ZnMOj0C~UQQ`-(I)p5XAjWTifaeqT z{2uJ0AP${OgdpUGR4ZZ?7;OjzXoKZE@f5Fa1Sc%Vi@^eXBZ5YcStQmYNhZ)v|zuRJ%%2O*VQoywM1lLQqsJ z;eh^*o?;p&XnYMm^cc z@G}9rEf%nX4R0-X^JqUu&bqALtl_ox@KeD~=Tu9hZf zd9l>C%LyJOK``kOQ3k9kskc?sKpg%>3ieeq(UaoY_IY|Tvx$$_vNd3+G9rl>pEQRl zV<1;9okG+~216$(kEbT$3Mjj;k2aW3=Bx(BWyFfsP1OJ@Kye-rkiT7ju9^+2hcUJa zA^Eyo@&mo7Lcd;32g1@;H%%<3Y%AvJLV?a<0wK3(7K7=tR#ZyN-`jz|w*!CM6Yl;O zUIC9Tw*&4l3~{&7-4#tPA>bMkyL1$a;7Imag^=Zf7Gh&?+kqxE!H&Ro<43S<+w$G? zt=Fn@vvF@p{Tl>5P4?rQ+m1mdY{&c2x z$hLe?GypV@C!DN)AkSbyns=b1Oe*V+qKFMy7w$Cz;Uq~pZF^ryc6i)bMMb%!K z3s>^vfw}o$0ICm<$WBKxk~;~AAc1@K}#C+ zd1^jEgBP(4ALqiiE}bl?E<)fQ4|HEjj*N5>(<2q33nM_6ix6c+*D(!S0_S%-&qbxc zi?5wOHnW(T&5IXX?f7Igvp%YcmIR#M6j6IxDj(}dbFD2w&MK&EZmYWghN@=V)e1Hm zf(*H8qU*c{Q@MfXL%idBdy(AI@=><)dE0yw@uuqKOdp0NDu=(K`aEN2g@>QcSdJwu zt=``h7wh@4 zP^K=dgt`k-Ql?bH%UHl-D@|SaptaK99)62~t9byz?*Tc#1{Ut|)NEqecPWgtvLz%d z_lUS%pqQb`-7Knp=b2EVEVT;R4`r2RZ!gzA!nf!}#|sSw32v#aFAUY>5yS73?ufj1 z;Yt+0CwXP|OUe@1Zk~Q}P|#UG$|!I+6hB|q@f zjMqdVRC+y- z(PoTtwJXM4JG`nfLUJmjlz}S9JXdm;CeHrGiX$eJzpYk7!;|YB{~Pui?UbcyzBf$O zbfGl{AIxr-$*2~DWqPJpF-tMw$a@V3Qr{PdRigomyU>TmxayaF^CFF~fSd{iH;WPA<2X>3_aI!{Mr-Gqgs_vpsrQPHet^nqBVVr z)*1!6wo4KbO*O99pHc?0YV^{$91J{q`X`CVrMakY!nVY7W#%4#F>U@{49>H55j<}t zgwcAF{eO7YW=+ayoNuzjzd6+tFs$iSz2x0U#(VoD^Z4n>g%9=RV8CmASVyD#{}>GT zo4>!xha(YL9`IdQW37Fp9WR(2Imh$p71|={nu}*0)GtMAEgvxpn~(2lkn{d2TJ!&< zD~Q$q_ z6jF@7&TLej54RG1>-sT!!Tu{`p{8RuvWt*zMrO66$NXJhM%UsOo#xX4JJ^2RqPmuH z!D%DG!(8(gf!)Xc2)x?X!_|U9NzC=CbRXf!Pg9*-aw*&dZT*qFptrkxs;vtH-aH8* zi(9_NowW))*>e3aQ3bI-QrUIn(D?T+_UZb5_^R>@ILC!dNsDKMhjpA`m@=ZR%N~r1 zyPk-;Fz>&u{gwDhhdql4p}cO$ZoC%Qo547 z>7qy!srBt7p&WXf$k6n@NPCZQGi3)lAizn<(3neh9u%fWAakn)!Z{zR zj*ZA93KKwu?9l~1tX8=usx@~J&i%Z_a(BWhp$Gk<0#P^-Vz#A`J}fu%L|bKxAs(tj z+N4g{8^c71ob3lu9jWpwgpnL5?qh99Fj`ibF)Dq01-$A@(UPfy2EJfANhQlKF|p)u zmh^oYq80Uwc_vqQI00Uw&MMjn6kj0{kVqXj4o=J}OL##NYi=7w@a7)FpH9C>d@FY7RJf@XPP1jE7>^9q7_b>wc=W|&nhG;;L-dDz_1Nh zF^7q3kK`GL%D4zU`)L5(cgYS98Ka6wah%bU^3LiS$_DhO?UZ36MvyMZ$kSNH zfL6chCy0&k@B|)}(kbb{Ocg66ws}o75cjz_E3eQm<}pKoRa8hy7zj9qT?tQQN5*Tkd&m!^aFE?0lxLU!OPN*?p2tOE zNv`uRlxaldi|n-T$sK?FzyFZ^|@*Ka^<pL-GgnFyPd7bO`LZ*FiY%~yi%X95PPU?O7Uqv zc6CAh?RM$|! z;@KkI^Su7AYKH1p6XQ8cjwNn#k_Tkr4?Su9Or~UW>Js-|hc0(>Vas2OjGYL>#lE0Q zh0cEaE^K2{zKSoEpYckLtVqx7WD1p*BHnWxv9lYR+oNsV`O_+16H{X%nAC+S0 z1j+rV+U6hc=G%fTmRD@F7&P2w&y6>R3%5omoXrRL}i*8Fo7;*TXIEhl8N>@ z*;cOiIov8_1a}X3Te|qB6aCt<1i^_>wzW7+qpF(Xn>bcI)?;`T_K9>ut-!O5`G5%7 zpThk`3RClHS;l&_D^*@6qqb>|gVHsMT6NdglV}#UQy=(%UC&Ng6WixR;y2Q35zW>| zt}&w9yz5|S(ehL;S=%YifYPf6*-HL~Fwg9y2FG$E6TGuh3cRpbV3$ucQA#s?0Y#Vq#4T2mx?s%>o3*qArm^Rm1yU zO=&7j%ZfWhSyyB=)6?`Bz@c&MS{0OHEcgnZYG6ea=(Vog^T~e3@ZPGnJ`%d3ne#k0J$Wt*(c;V-%R|h zSjyrzmR>=&a3;>ucq+64L@K zj;}I!XEZwG)`J_O9B$M7Y$08E{B!L<7O3N38R~Gu*Vmc5Z$*Jm!WdQ=vPCfY6kB|( z<0(1oOypx&a$i)kepTD~4S*GVy*pb?XqIHl*4E-G>l`vRd9hyr$#_KpR)Ur; z=2D)YjUK-75`AlS3XC7!6N7p_>hd+OUS;}mbLXfB$kB@oL=domFd@Iz9CsU)-YUT; zKIMz~Cz-sA1 z`{xkEK*bz)!X;rC{E0|;%MB8M*H4G254I}2}V^u(NF9#m!s;O0~788b=M&6h^ zkThA9fGARnaBDF}$aNlvBWvKJN&&WM!Z$sQUQbDg`O)of`rxvD*mSrFmqoCzf}uFT zSXsh!KGMZAs2@q~vc>)Z$WSmtrNy#Zi?ns|Qawm@zfrDjs^TH-Qbe38Y1zHo_tb>x<=u66#>0!=AjY{>( zGIzElVsfK?ZA#Pi`;i*O^-!ZsY(k(dbZPsb*Yu$*R%-2pRv<5(;x*wZAU!Zw***%n z?H$w4J|>-#(dsbQO4f``>Ui^n)9 zCh1S9ZF&Gb!^735(4u9iV!Tv+xQXn9Lv&ZHTML)=tW6BbcDfuA%{y{0??82qAoE~d z7ENtpSBlBBK?1qM-Lk0Y;{4LZliv*xozY*10gT4i=z z&Egqf?EMM`5M(wQnG3mg+-Ne8=$B~q=_jI_(>AwgqE|pMHF^0tAZwpBbs*BOfHdpz ze+vx6tW(mB%lU+)el?HF1`_CLh*ORJk@GSCBIgsgGsiu)#pQe=OY*3!o7GggciUDqxP-7%FooTtwFHjjRvepWxMSUf3wPYFc*Wnkw!4h(*s!ZM z?^rXuHcYjt#?TF$E4w`I3#z)WDS8Wigp5?mgfil;sPEksYtT+B<&P>(zuS* zhXADMHr?+c2%ByPe@nQ3SkuHfu214xbAv^xE?YA1?@BH~g=(jSYiWu1#=W7X!{4SiXvFoVXgEbab7t?Fa3HG1Y#%|kx*Jz^HcRA{MsgxbjO-k`aO~;g$ zWxZwqU5pkFvb`!;?xpU0CgM6nSg>iY!fY-$5NGg%Y(JCXqIBeBBK4U~CN`e8*^hR= z$fBS~fTy}Kuu9iYpy!q#&s2|puZmCYTlIr?wdzf!d#+ER#e?{LBQqY(Ihr;+u#PCj zw}jd@;nG&xI%;aqTRS^Yk!u1ZV0idR%VWMWqaSK8 z&Q-vaV9hznPIFX z<3w&EIC=#^A5=S-i|2K(xq|;2YO#Qd;6j7vRP#3wv^gZ&VEftcGd^|iA3_0VAcqg` zj1LE!*R-i-MGd$#Lij-bkGw3d@%RnY>b^{!rEZS>mcXm#f#d!VTV*1u;Ihf2m)xHN z)_R>lkLxi(mp%c=@NewTRED@{Ki?<*5%Y`H+{$+q>YHZi$%?ox&pp43$bXc1Y#}dB z=?cE_Igp%f$^$*d`_VX|Ko}Gv`_MS;lKbP+@+=9V9&>e=<50y_PRJRX{l361+sR(F zRm3nsig_q2NL8eezciXXvN|3LnH2k_QML~U{FHZU6pNco4f#%24N}JxpS`TW=x*&P z**@R9MOm)Nr(N?j|sTt8YFcZ^>WGQ#Vwylh=p7T03gyT73}2Yv5DEM0=$Y9 zOtr?H@mC-|C-F(YulPNU$w-iZ!$UtMPVNirc%$7)14AFZW1@sawvX$57n%Mcs!O53 zLw?fDm^Z({X!Xa1cqY{qR}l zpyOrN-bY5W%Fu^{DtGrJ3Oh17!PUe?sLTjK~n-;)yp-_!1k>aLO?^ofI7oV${8%YXFXvO|ISLdz7mZbW`fVQAz4v4gm3(&7s7I zX@x^S$y%&+HePTaiD*)!BmNpg0KF${nym`N%o(7qxCp3x>rN2sV!cK`#;xPq5a zfkx;oD*_?TxK!Z1z_#gZ$XW!@My4C4Wlx6qIIqZ*r|$~WiQi%mP|?rQ%NY`nXj9Tx zT9X=Wj&(3rPd^gB9ShT&@$a%p$~4Z?JW>%uK!Y~3Hp6>o#()qij^IyN$H+$o% z`l2g(T$B=1Fm6iG@N^qDd0l*W^R~5;7|M=y9Qm^#w&J4De*t3Pel~+o-Ri$tYxAsg zF7`=gSDeer_f!qBP1#e$*SgR28bqAlrOza>$#rkMo_o}~<)(TQ?p{^C)ENjsd!LUr z0qKS3niAR@-A38o_$j}B(f)mH*5dm6ZB_{%dG!q*Zq7E?wa2GnBpw!XCCZtkc*4Ol zd1OB6)@^Uslbv_>-iJzizQ9``MSuS>Ho7=eGBi5w^2?+o57D#;cSka*tbYO7Tq>=3Sf|%KZx4k()-oyH-GpJU|VCFS?TV zIYFf>;k7X`gav1oEd%v#d;Y|(7TUW*h#VD4G5N;)kaoitZ$KXM&l8f7Cp^s;_uj-> zMzS8ZKn81T)=;d_xT^(i_4oahop(DdEa~s{4yulGvBu?6CWwp5tUz6O;Tc?&UY#H3 z-8JoP8D`7+7^`?IV?n1WoDYm(#jd-lw_I%J%>0qV(&%8le!IDMTx#_=NoSLjEtL(v zs_LvjLY5L_PV#P6oB&D^mKa-F+$I3)^>nV#yNWH;RjR5Hk@T)N{PD6%qrqp_zpp6? z%beY+=j`h8f^aT$w?>ZEe4T%e5C|XHzUXMAsEDlrlDa%n8p|E#zkfq-&DNxsN@g)O zS8HOPy^oVUVzBAH9g^qUya+OiS~t8)&lb6R{E&B%H1J0OuMr`949|S>{-QDIkLeS( z?4YFh_ko-qj8BIBMbs)y!y!7Av%nU8(2a@4ttr+3tO_HQkAPrGnxgFhzN&W(#)f^d zv!d&E@(oV_HIo*~uX8wRBihl7bxc%E^r8Eax!zO2L7n8waRq8`Fh$L-N!(0*8{Adk zo(5QEvE{|CZUixh-OsZC;Xzr7Bv+}*U#^=*4+k2X;$PL%`1!l ztMFb0JopE+Q-mtC`geGD{T<$i02|2{@gjrAciO>L=hsuYkV{i7e99|-!u*4c9Y9P} z_rl<*dFLA!IGVrHx8F4Xe{^ux0U1MW&NPqBsQV8X+w|h%cw_#c`MX6qdqV>FjZpsnV7T7oag!5Z&htZA22$P@uQ2w*abwvl;+N_krZ#jMYXH6 z1mzB!Czeqvr(4A(>ICX@yUtlgq24euSMjfX^@ zlPV@np~;MCVQT@KYe4r|s++B-Dq^_8Vc?UD08;|4i<*$sa#`BCCdsj3I6i4~`y_*B zf6@yc9qXC|5~zj7s+=cOvUECvv^{RuK{9~{w4@@cXn2>%+Mvw?Eioe_SBnT%i78)| zGQ;Xw5JV0^qZ+-bxoT6dA{Zj>VZ#9lb@&W|@JxKGNRo&!oGDRU{3UW&OMqhayKTaa3K!`R+-{50K&w){l!WA?i&B+ zYdF0BsNv|8{OcOd|31(E8#SEE^E|GG^VfMEB>cyD{-0XI`A?naUH?nx`R{+8=S}`T z&*RiG!F<*;nE#RIdE5f`g8)mS4@sEcRI(JMgsJ^S^~9+Uz z$jX*v7pP+a*kF7a>nkNTZPkCZt_m(Ef5u(r!Bb-*%LZxROi9iy)*vQs@=BA=kNnq5 zZ;B$^EAMN~hO(-@rFwl-2QSfM@emB#;6(e$JHD2DcD|9|5@NSg1KU{&tqKHLMKMZc z>3tVXY4A5KOt6@S-+i7CtnH6~riPCLEEImk#rjg#?_b2&r+S9@HV?F(71Hq?`;UcE zl93bC4ocKLeHm$Wqew&c2_xQB!HD$)9c9WAmMmMUNRoVGU2c|mm3Uq3#%my zD;EFMvWD%;XuIxyE}LC+NEe)>3M}f&CzzoJB0HgxZwZnQC{OMmbWCQ}dK9y@qPx}I zlXzZracU^}$uZh{c#>>Sb5>?QQ&hCelAeA8mO{Z~lHIZ_eyr$6>!Yj11>&?!X-z|T z)bxrsU=M87ZWOJ6j3Vy&+7{T%KlkhJ4ttOV>48kyD+03J9_B)v$lQDLE~L=!zvfU< zuUvP_Q4<}cg3YJjcl8+egt9GH^c!$7q`^hCq_q|nHF=U4Dou|$9dQx>lV&q zvbIJ&iv>Ei=5}+QMXC)M_rA@-T#v40bI*!eOJJ6`FZr4@E~)O-gRMbMf&r>vA8@}q zkM@)7?#kS+XoG9_=Odh7%n%L6qnqB368;$NSn~3!DXg6W@yjxW!y~Jk8LVEP89YGQ z`o@n{z1uQc==cAp$NI5HzE57g-xbokfuroq@!BiqCnk8`dRdlLW