{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# 2 - Damping"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# 2.1 - Introduction\n",
"\n",
"In this notebook we describe a simple method for reduction of reflections at the computational boundaries of the domain $\\Omega$ when we simulate the acoustic wave equation. This method, called *Damping*, has been proposed by Sochaki. It adds a damping term, modifying the original wave equation at a boundary layer. We saw in the notebook Introduction to Acoustic Problem that the (artificial) wave reflections on the computational boundaries lead to a very noisy solution of the acoustic problem. \n",
"\n",
"We describe this method in the next Sections, omitting information already discussed in the notebook Introduction to Acoustic Problem, highlighting only the new elements necessary to apply Damping."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# 2.2 - Acoustic Problem with Damping\n",
"\n",
"We define an extension of the spatial domain $\\Omega=\\left[x_{I}-L_{x},x_{F}+L_{x}\\right] \\times\\left[z_{I},z_{F}+L_{z}\\right]$, in which we added an *absorption region* to the previous spatial domain\n",
"$\\Omega_{0}=\\left[x_{I},x_{F}\\right]\\times\\left[z_{I},z_{F}\\right]$. \n",
"The *absorption region* is composed by two bands of length $L_{x}$ at the beginning and end of the domain in the direction $x$ and of a band of length $L_{z}$ at the end of the domain in the $z$ direction. Again, $\\partial\\Omega$ denotes the boundary of $\\Omega$. The figure below shows the extended domain $\\Omega$, with the absorption region highlighted in blue.\n",
"\n",
"\n",
"\n",
"The damping acoustic problem equation is given by:\n",
"\n",
"\\begin{equation}\n",
"u_{tt}(x,z,t)+c^2(x,z)\\zeta(x,z)u_t(x,z,t)-c^2(x,z)\\Delta(u(x,z,t))=c^2(x,z)f(x,z,t),\n",
"\\end{equation}\n",
"\n",
"where $u(x,z,t)$, $f(x,z,t)$ and $c(x,z)$ are as before. The wave equation has been modified by the introduction of the damping term $c^2(x,z)\\zeta(x,z)u_t(x,z,t)$, where $\\zeta$ is different from zero only in the absorption region, growing smoothly along the absorption bands from zero to its maximum at the outer boundary. The actual form of\n",
"$\\zeta$ used in this notebook will be given ahead. We still use the same initial conditions\n",
"\n",
"\\begin{equation}\n",
"u(x,z,0) = 0.0 \\hspace{.5cm} \\mbox{ and } \\hspace{.5cm} u_t(x,z,0)= 0.0.\n",
"\\end{equation}\n",
"\n",
"and Dirichlet null boundary conditions at the (outer) bottom and lateral boundaries. At the surface we\n",
"use a zero Neumman boundary condition.\n",
"\n",
"The source term and the velocity field are defined as before."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# 2.3 - Finite Difference Operators and Discretization of Spatial and Temporal Domains\n",
"\n",
"The only difference with respect to the discretization used in the notebook Introduction to Acoustic Problem is the extra damping term. The temporal derivative of $u$ is approximated by a centered difference:\n",
"$$ u_t(x_i,z_j,t_k) = \\frac{u_{i,j,k+1}-u_{i,j,k-1}}{2\\Delta t} $$. All the other terms are discretized as before.\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# 2.4 - Standard Problem\n",
"\n",
"Redeeming the Standard Problem definitions discussed on the notebook Introduction to Acoustic Problem we have that:\n",
"\n",
"- $x_{I}$ = 0.0 Km;\n",
"- $x_{F}$ = 1.0 Km = 1000 m;\n",
"- $z_{I}$ = 0.0 Km;\n",
"- $z_{F}$ = 1.0 Km = 1000 m;\n",
"- $L_x$ and $L_z$ will be defined ahead;\n",
"\n",
"The spatial discretization parameters are given by:\n",
"- $\\Delta x$ = 0.01 km = 10m;\n",
"- $\\Delta z$ = 0.01 km = 10m;\n",
"\n",
"Let's consider a $I$ the time domain with the following limitations:\n",
"\n",
"- $t_{I}$ = 0 s = 0 ms;\n",
"- $t_{F}$ = 1 s = 1000 ms;\n",
"\n",
"The temporal discretization parameters are given by:\n",
"\n",
"- $\\Delta t$ $\\approx$ 0.0016 s = 1.6 ms;\n",
"- $NT$ = 626.\n",
"\n",
"With respect to the $f(x,z,t)$ external force term, we will consider a Ricker source with the following properties:\n",
"\n",
"- Position at $x:$ $\\bar{x} = 500 m = 0.5 Km$;\n",
"- Position at $z:$ $\\bar{z} = 10 m = 0.01 Km$;\n",
"- Peak frequency: $f_{0} = 10 Hz = 0.01 Khz$;\n",
"\n",
"The graph of $f(\\bar{x},\\bar{z},t)$ will be generated when building the code. We will use a velocity profile $c(x, z)$ with the following properties:\n",
"\n",
"- Minimum propagation velocity: $v_{min} = 1500 m/s = 1,5 Km/s$;\n",
"- Maximum propagation velocity: $v_{max} = 2500 m/s = 2,5 Km/s$;\n",
"\n",
"The figure of the velocity profile will be generated when building the code. We introduce receivers along the $x$ direction, that is, at all discrete points between $0.0$ Km and $1.0$ Km , at depth $z=0.01$ Km to generate the seismogram."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# 2.5 - Damping Functions\n",
"\n",
"Sochaki proposed various forms for the damping function $\\zeta$, including linear, cubic or exponential functions. In general, the damping functions have a similar characteristic: they are zero in the \"interior\" domain $\\Omega_{0}$ and increase toward the outer boundary $\\partial\\Omega$. \n",
"\n",
"Our particular damping function will be chosen as follows.\n",
" We define the pair of functions $\\zeta_{1}(x,z)$ and $\\zeta_{2}(x,z)$ given, respectively, by:\n",
"\n",
"\\begin{equation}\n",
"\\zeta_{1}(x,z)=\\left\\{ \\begin{array}{ll}\n",
"0, & \\textrm{if $x\\in \\left(x_{I},x_{F}\\right)$,}\\\\ \\bar{\\zeta}_{1}(x,z)\\left(\\displaystyle\\frac{\\vert x-x_{I} \\vert}{L_{x}}-\\displaystyle\\frac{1}{2\\pi}\\sin\\left(\\displaystyle\\frac{2\\pi\\vert x-x_{I} \\vert}{L_{x}}\\right)\\right) , & \\textrm{if $x_{I}-L_{x}\\leq x \\leq x_{I}$,}\\\\ \\bar{\\zeta}_{1}(x,z)\\left(\\displaystyle\\frac{\\vert x-x_{F} \\vert}{L_{x}}-\\displaystyle\\frac{1}{2\\pi}\\sin\\left(\\displaystyle\\frac{2\\pi\\vert x-x_{F} \\vert}{L_{x}}\\right)\\right) , & \\textrm{if $x_{F}\\leq x \\leq x_{F}+L_{x}$.}\\end{array}\\right.\n",
"\\end{equation} \n",
"\n",
"\\begin{equation}\n",
"\\zeta_{2}(x,z)=\\left\\{ \\begin{array}{ll}\n",
"0, & \\textrm{if $z\\in \\left(z_{I},z_{F}\\right)$,} \\\\ \\bar{\\zeta}_{2}(x,z)\\left(\\displaystyle\\frac{\\vert z-z_{F} \\vert}{L_{z}}-\\displaystyle\\frac{1}{2\\pi}\\sin\\left(\\displaystyle\\frac{2\\pi\\vert z-z_{F} \\vert}{L_{z}}\\right)\\right) , & \\textrm{if $z_{F}\\leq z \\leq z_{F}+L_{z}$.}\\end{array}\\right.\n",
"\\end{equation} \n",
"\n",
"Thus, we define the function $\\zeta(x,z)$ as being the following function:\n",
"\n",
"\\begin{equation}\n",
"\\zeta(x,z) = \\displaystyle\\frac{1}{v_{max}}\\left(\\displaystyle\\frac{\\zeta_{1}(x,z)}{\\Delta x}+\\displaystyle\\frac{\\zeta_{2}(x,z)}{\\Delta z} \\right) ,\n",
"\\end{equation}\n",
"\n",
"where $v_{max}$denotes the maximum velocity of propagation of $c(x,z)$. Below we display the shape of the function $\\zeta_1(x,z)$ with $\\bar{\\zeta_{1}}(x,z)=0.26$ at the left band of the domain. It is similar at the other ones. The figures of the damping profiles will be generated when building the code."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# 2.6 - Numerical Simulations\n",
"\n",
"In the numerical simulations we import the following Python and Devito packages:"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"# NBVAL_IGNORE_OUTPUT\n",
"\n",
"import numpy as np\n",
"import matplotlib.pyplot as plot\n",
"import matplotlib.ticker as mticker\n",
"from mpl_toolkits.axes_grid1 import make_axes_locatable\n",
"from matplotlib import cm"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"From Devito's library of examples we import the following structures:"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"# NBVAL_IGNORE_OUTPUT\n",
"\n",
"%matplotlib inline\n",
"from examples.seismic import TimeAxis\n",
"from examples.seismic import RickerSource\n",
"from examples.seismic import Receiver\n",
"from devito import SubDomain, Grid, NODE, TimeFunction, Function, Eq, solve, Operator"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The mesh parameters define the domain $\\Omega_{0}$. The absorption region will be included bellow."
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"nptx = 101\n",
"nptz = 101\n",
"x0 = 0.\n",
"x1 = 1000.\n",
"compx = x1-x0\n",
"z0 = 0.\n",
"z1 = 1000.\n",
"compz = z1-z0\n",
"hxv = (x1-x0)/(nptx-1)\n",
"hzv = (z1-z0)/(nptz-1)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"**Observation:** In this code we need to work with symbolic values and the real values of $\\Delta x$ and $\\Delta z$, then the numerica values of $\\Delta x$ and $\\Delta z$ are represented by *hxv* and *hzv*, respectively. The symbolic values of $\\Delta x$ and $\\Delta z$ will be given after.\n",
"\n",
"In this case, we need to define the size of the bands $L_{x}$ and $L_{z}$ that extend the domain $\\Omega_{0}$ for $\\Omega$. The code that we will implement will build the values $L_{x}$ and $L_{z}$ from choosing a certain amount of points in each direction. Without loss of generality, we say that the size $L_{x}$ is such that:\n",
"\n",
"- $L_{x}$ = npmlx*$\\Delta x$;\n",
"- *0\n",
"\n",
"The advantage of dividing into regions is that the equations will be calculated where they actually operate and thus we gain computational efficiency, as we decrease the number of operations to be done. After defining the spatial parameters and constructing the *subdomains*, we set the *spatial grid* with the following command:"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [],
"source": [
"grid = Grid(\n",
" origin=origin,\n",
" extent=extent,\n",
" shape=shape,\n",
" subdomains=(d0_domain, d1_domain, d2_domain, d3_domain),\n",
" dtype=np.float64\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Again, we use a velocity field given by a binary file. The reading and scaling of the velocity field for the Devito work units is done with the following commands:"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
"v0 = np.zeros((nptx, nptz))\n",
"X0 = np.linspace(x0, x1, nptx)\n",
"Z0 = np.linspace(z0, z1, nptz)\n",
"\n",
"x10 = x0+lx\n",
"x11 = x1-lx\n",
"\n",
"z10 = z0\n",
"z11 = z1 - lz\n",
"\n",
"xm = 0.5*(x10+x11)\n",
"zm = 0.5*(z10+z11)\n",
"\n",
"pxm = 0\n",
"pzm = 0\n",
"\n",
"for i in range(0, nptx):\n",
" if(X0[i] == xm):\n",
" pxm = i\n",
"\n",
"for j in range(0, nptz):\n",
" if(Z0[j] == zm):\n",
" pzm = j\n",
"\n",
"p0 = 0\n",
"p1 = pzm\n",
"p2 = nptz\n",
"\n",
"v0[0:nptx, p0:p1] = 1.5\n",
"v0[0:nptx, p1:p2] = 2.5"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Previously we introduce the local variables *x10,x11,z10,z11,xm,zm,pxm* and *pzm* that help us to create a specific velocity field, where we consider the whole domain (including the absorpion region). Below we include a routine to plot the velocity field."
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [],
"source": [
"def graph2dvel(vel):\n",
" plot.figure()\n",
" plot.figure(figsize=(16, 8))\n",
" fscale = 1/10**(3)\n",
" scale = np.amax(vel[npmlx:-npmlx, 0:-npmlz])\n",
" extent = [fscale*(x0+lx), fscale*(x1-lx), fscale*(z1-lz), fscale*(z0)]\n",
" fig = plot.imshow(\n",
" np.transpose(vel[npmlx:-npmlx, 0:-npmlz]),\n",
" vmin=0.,\n",
" vmax=scale,\n",
" cmap=cm.seismic,\n",
" extent=extent\n",
" )\n",
" plot.gca().xaxis.set_major_formatter(mticker.FormatStrFormatter('%.1f km'))\n",
" plot.gca().yaxis.set_major_formatter(mticker.FormatStrFormatter('%.1f km'))\n",
" plot.title('Velocity Profile')\n",
" plot.grid()\n",
" ax = plot.gca()\n",
" divider = make_axes_locatable(ax)\n",
" cax = divider.append_axes(\"right\", size=\"5%\", pad=0.05)\n",
" cbar = plot.colorbar(fig, cax=cax, format='%.2e')\n",
" cbar.set_label('Velocity [km/s]')\n",
" plot.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Below we include the plot of velocity field."
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# NBVAL_IGNORE_OUTPUT\n",
"\n",
"graph2dvel(v0)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Time parameters are defined and constructed by the following sequence of commands:"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [],
"source": [
"t0 = 0.\n",
"tn = 1000.\n",
"CFL = 0.4\n",
"vmax = np.amax(v0)\n",
"dtmax = np.float64((min(hxv, hzv)*CFL)/(vmax))\n",
"ntmax = int((tn-t0)/dtmax)+1\n",
"dt0 = np.float64((tn-t0)/ntmax)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"With the temporal parameters, we generate the time information with *TimeAxis* as follows:"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [],
"source": [
"time_range = TimeAxis(start=t0, stop=tn, num=ntmax+1)\n",
"nt = time_range.num - 1"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The symbolic values associated with the spatial and temporal grids that are used in the composition of the equations are given by:"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [],
"source": [
"(hx, hz) = grid.spacing_map\n",
"(x, z) = grid.dimensions\n",
"t = grid.stepping_dim\n",
"dt = grid.stepping_dim.spacing"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We chose a single Ricker source, whose frequency is $ 0.005Khz $. This source is positioned at $\\bar{x}$ = 35150m and $\\bar{z}$ = 32m. We then defined the following variables that represents our choice:"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [],
"source": [
"f0 = 0.01\n",
"nsource = 1\n",
"xposf = 0.5*(compx-2*npmlx*hxv)\n",
"zposf = hzv"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"As we know, Ricker's source is generated by the *RickerSource* command. Using the parameters listed above, we generate and position the Ricker source with the following sequence of commands:"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [],
"source": [
"src = RickerSource(\n",
" name='src',\n",
" grid=grid,\n",
" f0=f0,\n",
" npoint=nsource,\n",
" time_range=time_range,\n",
" staggered=NODE,\n",
" dtype=np.float64\n",
")\n",
"src.coordinates.data[:, 0] = xposf\n",
"src.coordinates.data[:, 1] = zposf"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Below we include the plot of Ricker source."
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# NBVAL_IGNORE_OUTPUT\n",
"\n",
"src.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"With respect to receivers, the number of receivers is the same number of discrete points in the $x$ direction. So, we position these receivers along the direction $x$, at height $\\bar{z}$ = 10m. In this way, our variables are chosen as:"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [],
"source": [
"nrec = nptx\n",
"nxpos = np.linspace(x0, x1, nrec)\n",
"nzpos = hzv"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"As we know, receivers are generated by the command *Receiver*. Thus, we use the parameters listed above and using the *Receiver* command, we create and position the receivers:"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [],
"source": [
"rec = Receiver(name='rec', grid=grid, npoint=nrec, time_range=time_range, staggered=NODE, dtype=np.float64)\n",
"rec.coordinates.data[:, 0] = nxpos\n",
"rec.coordinates.data[:, 1] = nzpos"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The displacement field *u* is a second order field in time and space, which uses points of type *non-staggered*. In this way, we construct the displacement field *u* with the command *TimeFunction*:"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [],
"source": [
"u = TimeFunction(name=\"u\", grid=grid, time_order=2, space_order=2, staggered=NODE, dtype=np.float64)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The velocity field, the source term and receivers are defined as in the previous notebook: "
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [],
"source": [
"vel0 = Function(name=\"vel0\", grid=grid, space_order=2, staggered=NODE, dtype=np.float64)\n",
"vel0.data[:, :] = v0[:, :]"
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {},
"outputs": [],
"source": [
"src_term = src.inject(field=u.forward, expr=src*dt**2*vel0**2)"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {},
"outputs": [],
"source": [
"rec_term = rec.interpolate(expr=u)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The next step is to create the sequence of structures that reproduce the function $\\zeta(x,z)$. Initially, we define the region $\\Omega_{0}$, since the damping function uses the limits of that region. We previously defined the limits of the $\\Omega$ region to be *x0*, *x1*, *z0* and *z1*. Now, we define the limits of the region $\\Omega_{0}$ as: *x0pml* and *x1pml* in the direction $x$ and *z0pml* and *z1pml* in the direction $z$. These points satisfy the following relationships with the lengths $L_{x}$ and $L_{z}$:\n",
"\n",
"- x0pml = x0 + $L_{x}$;\n",
"- x1pml = x1 - $L_{x}$;\n",
"- z0pml = z0;\n",
"- z1pml = z1 - $L_{z}$;\n",
"\n",
"In terms of program variables, we have the following definitions:"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {},
"outputs": [],
"source": [
"x0pml = x0 + npmlx*hxv\n",
"x1pml = x1 - npmlx*hxv\n",
"z0pml = z0\n",
"z1pml = z1 - npmlz*hzv"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Having built the $\\Omega$ limits, we then create a function, which we will call *fdamp*, which computationally represents the $\\zeta(x,z)$ function. In the *fdamp* function, we highlight the following elements:\n",
"\n",
"- *quibar* represents a constant choice for $\\bar{\\zeta_{1}}(x,z)$ and $\\bar{\\zeta_{2}}(x,z)$, satisfying $\\bar{\\zeta_{1}}(x,z)=\\bar{\\zeta_{2}}(x,z)$;\n",
"- *adamp* denotes the function $\\zeta_{1}(x,z)$;\n",
"- *bdamp* denotes the function $\\zeta_{2}(x,z)$;\n",
"- The terms *a* and *b* locate the $(x,z)$ points that are passed as an argument to the *fdamp* function.\n",
"\n",
"The *fdamp* function is defined using the following structure:"
]
},
{
"cell_type": "code",
"execution_count": 26,
"metadata": {},
"outputs": [],
"source": [
"def fdamp(x, z):\n",
"\n",
" quibar = 1.5*np.log(1.0/0.001)/(40)\n",
" cte = 1./vmax\n",
"\n",
" a = np.where(x <= x0pml, (np.abs(x-x0pml)/lx), np.where(x >= x1pml, (np.abs(x-x1pml)/lx), 0.))\n",
" b = np.where(z <= z0pml, (np.abs(z-z0pml)/lz), np.where(z >= z1pml, (np.abs(z-z1pml)/lz), 0.))\n",
" adamp = quibar*(a-(1./(2.*np.pi))*np.sin(2.*np.pi*a))/hxv\n",
" bdamp = quibar*(b-(1./(2.*np.pi))*np.sin(2.*np.pi*b))/hzv\n",
" fdamp = cte*(adamp+bdamp)\n",
"\n",
" return fdamp"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Created the damping function, we define an array that loads the damping information in the entire domain $\\Omega$. The objective is to assign this array to a *Function* and use it in the composition of the equations. To generate this array, we will use the function *generatemdamp*. In summary, this function generates a *non-staggered* grid and evaluates that grid in the *fdamp* function. At the end, we generate an array that we call *D0* and which will be responsible for providing the damping value at each of the $\\Omega$ points. The *generatemdamp* function is expressed as follows:"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {},
"outputs": [],
"source": [
"def generatemdamp():\n",
"\n",
" X0 = np.linspace(x0, x1, nptx)\n",
" Z0 = np.linspace(z0, z1, nptz)\n",
" X0grid, Z0grid = np.meshgrid(X0, Z0)\n",
" D0 = np.zeros((nptx, nptz))\n",
" D0 = np.transpose(fdamp(X0grid, Z0grid))\n",
"\n",
" return D0"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Built the function *generatemdamp* we will execute it using the command:"
]
},
{
"cell_type": "code",
"execution_count": 28,
"metadata": {},
"outputs": [],
"source": [
"D0 = generatemdamp();"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Below we include a routine to plot the damping field."
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {},
"outputs": [],
"source": [
"def graph2damp(D):\n",
" plot.figure()\n",
" plot.figure(figsize=(16, 8))\n",
" fscale = 1/10**(-3)\n",
" fscale = 10**(-3)\n",
" scale = np.amax(D)\n",
" extent = [fscale*x0, fscale*x1, fscale*z1, fscale*z0]\n",
" fig = plot.imshow(np.transpose(D), vmin=0., vmax=scale, cmap=cm.seismic, extent=extent)\n",
" plot.gca().xaxis.set_major_formatter(mticker.FormatStrFormatter('%.1f km'))\n",
" plot.gca().yaxis.set_major_formatter(mticker.FormatStrFormatter('%.1f km'))\n",
" plot.title('Absorbing Layer Function')\n",
" plot.grid()\n",
" ax = plot.gca()\n",
" divider = make_axes_locatable(ax)\n",
" cax = divider.append_axes(\"right\", size=\"5%\", pad=0.05)\n",
" cbar = plot.colorbar(fig, cax=cax, format='%.2e')\n",
" cbar.set_label('Damping')\n",
" plot.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Below we include the plot of damping field."
]
},
{
"cell_type": "code",
"execution_count": 30,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# NBVAL_IGNORE_OUTPUT\n",
"\n",
"graph2damp(D0)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Like the velocity function $c(x,z)$, the damping function $\\zeta(x,z)$ is constant in time. Therefore, the damping function will be a second-order *Function* in space, which uses points of the non-staggered type and which we will evaluate with the D0 array. The symbolic name *damp* will be assigned to this field."
]
},
{
"cell_type": "code",
"execution_count": 31,
"metadata": {},
"outputs": [],
"source": [
"damp = Function(name=\"damp\", grid=grid, space_order=2, staggered=NODE, dtype=np.float64)\n",
"damp.data[:, :] = D0"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The expressions for the acoustic equation with damping can be separated between the white and blue regions.\n",
"\n",
"Translating these expressions in terms of an *eq* that can be inserted in a Devito code, we have that in the white region the equation takes the form:\n",
"\n",
"- eq1 = u.dt2 - vel0 * vel0 * u.laplace,\n",
"\n",
"and in the blue region we have the following equation:\n",
"\n",
"- eq2 = u.dt2 + vel0 * vel0 * damp * u.dtc - vel0 * vel0 * u.laplace.\n",
"\n",
"Here *u.dtc* represents the centered derivative with respect to the variable $t$ for the field *u*. Then, we set the two pdes for the two regions\n"
]
},
{
"cell_type": "code",
"execution_count": 32,
"metadata": {},
"outputs": [],
"source": [
"pde0 = Eq(u.dt2 - u.laplace*vel0**2)\n",
"pde1 = Eq(u.dt2 - u.laplace*vel0**2 + vel0**2*damp*u.dtc)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"As we did on the notebook Introduction to Acoustic Problem, we define the *stencils* for each of the *pdes* that we created previously. In the case of *pde0* it is defined only in the white region, which is represented by *subdomain* *d0*. Then, we define the *stencil0* which resolves *pde0* in *d0* and it is defined as follows:"
]
},
{
"cell_type": "code",
"execution_count": 33,
"metadata": {},
"outputs": [],
"source": [
"stencil0 = Eq(u.forward, solve(pde0, u.forward), subdomain=grid.subdomains['d0'])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The *pde1* will be applied in the blue region, the union of the subdomains *d1*, *d2* and *d3*. In this way, we create a vector called *subds* that comprises these three *subdomains*, and we are ready to set the corresponding stencil"
]
},
{
"cell_type": "code",
"execution_count": 34,
"metadata": {},
"outputs": [],
"source": [
"subds = ['d1', 'd2', 'd3']"
]
},
{
"cell_type": "code",
"execution_count": 35,
"metadata": {},
"outputs": [],
"source": [
"stencil1 = [Eq(u.forward, solve(pde1, u.forward), subdomain=grid.subdomains[subds[i]]) for i in range(0, len(subds))]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The boundary conditions of the problem are kept the same as the notebook Introduction to Acoustic Problem. So these are placed in the term *bc* and have the following form:"
]
},
{
"cell_type": "code",
"execution_count": 36,
"metadata": {},
"outputs": [],
"source": [
"bc = [Eq(u[t+1, 0, z], 0.), Eq(u[t+1, nptx-1, z], 0.), Eq(u[t+1, x, nptz-1], 0.), Eq(u[t+1, x, 0], u[t+1, x, 1])]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We then define the operator (*op*) that join the acoustic equation, source term, boundary conditions and receivers.\n",
"\n",
"- 1. The acoustic wave equation in the *d0* region: *[stencil0];*\n",
"- 2. The acoustic wave equation in the *d1*, *d2* and *d3* region: *[stencil1];*\n",
"- 3. Source term: *src_term;*\n",
"- 4. Boundary conditions: *bc;*\n",
"- 5. Receivers: *rec_term;*\n"
]
},
{
"cell_type": "code",
"execution_count": 37,
"metadata": {},
"outputs": [],
"source": [
"# NBVAL_IGNORE_OUTPUT\n",
"\n",
"op = Operator([stencil0, stencil1] + src_term + bc + rec_term, subs=grid.spacing_map)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We reset the field *u*:"
]
},
{
"cell_type": "code",
"execution_count": 38,
"metadata": {},
"outputs": [],
"source": [
"u.data[:] = 0."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We assign in *op* the number of time steps it must execute and the size of the time step in the local variables *time* and *dt*, respectively. "
]
},
{
"cell_type": "code",
"execution_count": 39,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"Operator `Kernel` ran in 0.03 s\n"
]
},
{
"data": {
"text/plain": [
"PerformanceSummary([(PerfKey(name='section0', rank=None),\n",
" PerfEntry(time=0.004977000000000028, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n",
" (PerfKey(name='section1', rank=None),\n",
" PerfEntry(time=0.008321000000000031, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n",
" (PerfKey(name='section2', rank=None),\n",
" PerfEntry(time=0.0015750000000000074, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n",
" (PerfKey(name='section3', rank=None),\n",
" PerfEntry(time=0.002057999999999991, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n",
" (PerfKey(name='section4', rank=None),\n",
" PerfEntry(time=0.0016150000000000155, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n",
" (PerfKey(name='section5', rank=None),\n",
" PerfEntry(time=0.0022400000000000067, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])"
]
},
"execution_count": 39,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# NBVAL_IGNORE_OUTPUT\n",
"\n",
"op(time=nt, dt=dt0)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"To view the result of the displacement field at the end time, we use the *graph2d* routine given by:"
]
},
{
"cell_type": "code",
"execution_count": 40,
"metadata": {},
"outputs": [],
"source": [
"def graph2d(U):\n",
" plot.figure()\n",
" plot.figure(figsize=(16, 8))\n",
" fscale = 1/10**(3)\n",
" scale = np.amax(U[npmlx:-npmlx, 0:-npmlz])/10.\n",
" extent = [fscale*x0pml, fscale*x1pml, fscale*z1pml, fscale*z0pml]\n",
" fig = plot.imshow(np.transpose(U[npmlx:-npmlx, 0:-npmlz]), vmin=-scale, vmax=scale, cmap=cm.seismic, extent=extent)\n",
" plot.gca().xaxis.set_major_formatter(mticker.FormatStrFormatter('%.1f km'))\n",
" plot.gca().yaxis.set_major_formatter(mticker.FormatStrFormatter('%.1f km'))\n",
" plot.axis('equal')\n",
" plot.title('Map - Acoustic Problem with Devito')\n",
" plot.grid()\n",
" ax = plot.gca()\n",
" divider = make_axes_locatable(ax)\n",
" cax = divider.append_axes(\"right\", size=\"5%\", pad=0.05)\n",
" cbar = plot.colorbar(fig, cax=cax, format='%.2e')\n",
" cbar.set_label('Displacement [km]')\n",
" plot.draw()\n",
" plot.show()"
]
},
{
"cell_type": "code",
"execution_count": 41,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# NBVAL_IGNORE_OUTPUT\n",
"\n",
"graph2d(u.data[0, :, :])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Note that the solution obtained here has a reduction in noise when compared to the results displayed on the notebook Introduction to Acoustic Problem. To plot the result of the Receivers we use the *graph2drec* routine."
]
},
{
"cell_type": "code",
"execution_count": 42,
"metadata": {},
"outputs": [],
"source": [
"def graph2drec(rec):\n",
" plot.figure()\n",
" plot.figure(figsize=(16, 8))\n",
" fscaled = 1/10**(3)\n",
" fscalet = 1/10**(3)\n",
" scale = np.amax(rec[:, npmlx:-npmlx])/10.\n",
" extent = [fscaled*x0pml, fscaled*x1pml, fscalet*tn, fscalet*t0]\n",
" fig = plot.imshow(rec[:, npmlx:-npmlx], vmin=-scale, vmax=scale, cmap=cm.seismic, extent=extent)\n",
" plot.gca().xaxis.set_major_formatter(mticker.FormatStrFormatter('%.1f km'))\n",
" plot.gca().yaxis.set_major_formatter(mticker.FormatStrFormatter('%.1f s'))\n",
" plot.axis('equal')\n",
" plot.title('Receivers Signal Profile with Damping - Devito')\n",
" ax = plot.gca()\n",
" divider = make_axes_locatable(ax)\n",
" cax = divider.append_axes(\"right\", size=\"5%\", pad=0.05)\n",
" _ = plot.colorbar(fig, cax=cax, format='%.2e')\n",
" plot.show()"
]
},
{
"cell_type": "code",
"execution_count": 43,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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kCnOpVCJTp04lAMill14q5Yl1AO9///tHxLEO/F3veldNg8zjZz/7mT7yZpSdH2VbsmQJicfjQhqvvPKKnu7Pf/6zlNd6kMvl9M6DXeFwmBx55JHksssuI7/97W/Jjh07TGmYGV+5XI5MmTKFACAHHnigcCbj6aefJj6fz5bxBYDcfvvtI+JVVdXfx5FHHunoGTB8+ctfJgDI8ccfL4xvtvFVKpV0pRtAjXMTXvlZsWIFKRQKQhoPPPCAnu7yyy8Xprnhhhv0NDfffPOIeCvDyk4aM+PrAx/4AAFA9t9/fxKLxYT5H374YZ3GmjVrpHyI8K9//UvPu3Hjxpo4NtP7qU99SjcUjDMTCxYsIADIN77xDUdy1eNwo729fQSPhBCya9cufSb8K1/5irXQAtRjfN15552mRoMZSqUSOfbYYwkgHmwyyv3666+PSPOPf/xDTxMIBKRt8zHHHEMAkKOPPtq0HEVRhO1JMpnUZ52mTJlCcrmclIaZ8VVve8QMS6B2kIUHq6MT1fj6z3/+o+e58sora+Ia7dv//Oc/67T/85//CPM/++yzepr77ruvJs5qwNCuw40bb7xRpyOaRSeEkM9+9rN6mr/85S+m9Dx4GK/wjC8H4BWkhx9+WB+5icfjZO3ateRb3/qWPnPz0Y9+VLg0jjVC5513nmlZt912GwFAJk+eTDRN08P5mRXZchQZGi2bEHOF+XOf+5yeT6TMvvDCCzrvbBaKgXXOiqKQTZs2SXnTNI0sXLhQ2Djzxtedd94ppfHSSy/p6ZrhAS8ajZKPfOQj0uU9iqKQE088kTz11FPC/GYdGW/cP/zww1IeeG9rZsaXSNli+NGPfqQbukZD3g5effVVXekTGYnNMr5yuRx55plnyCmnnKLLaUzDKz8yZYOQ6hLinp6eEQolg6ZpuuJ5wAEHjIhvpvG1ZcsWvZ794x//kNInpLp8UGZEylAoFHTD5Wc/+1lN3LRp0wgAsm7dOjJz5swRxh1fl9nSNztyEVKf8WVUSnm8//3vJwDISSedZC6wBPUYX3/729903r773e86LvOnP/2pLaNIJremafpgXWtrq3RA6qabbpJ+63w555xzjpTXBx98UNr+2jW+6m2PTjvtNAKAzJo1S9pWxeNxvR5PROPr9ddf1/MYjehG+/ZisagP6okGXQkh5LLLLpP2724ZX2ywbNmyZSN0D4ZsNksmT55MAPEgrgcPEwGew406cdppp6GjowMdHR2YNGkSDj74YFx11VVQVRV/+MMf8Ic//EHfbM2QzWbx73//GwBw8sknI51OSy/mKCAWi9Vsgl29ejUAYPbs2TjllFNs8+tG2Va44IIL9Hyizde///3vAVCPb8wTmFGuRYsWYebMmVLeMpkMDjzwQADUm6QIiqLg1FNPlfK5zz77IBKJAAA++9nPYt26dbZltIPJkyfjj3/8IzZt2oRvf/vbOOmkk9DR0aHHE0LwxBNP4IQTTsAtt9ziiPYzzzwDAGhpaTF9/x/4wAds0bN6TgBQLBalTljWrFmDSy+9FAcccAC6urrg9/v1jdSsHpXL5aaeT2N0yNDS0oJjjz1W9264fPlyqbe5KVOmSB2/EEL0533GGWfodcYIRVFwzjnnAKAOFOLxeIMS2cdjjz0GQggikQiOOOII0+/6oIMOAiD/bmQIhUL6mWmPP/64Hv7qq69iYGAAPT09WL58Od71rneNSMPuw+GwTqOZsFOf+/r6ms4HA+EcA8icqdx///0499xzsWjRIrS1tdXUZebl7o033jAtRya3oihYuHAhAOCoo45CV1eXMN3ixYsB0G/dzEnUWWedZcpDS0sLgGo75RT1tEeEEL1vO/300xEIBIT5u7q6cMIJJ9TF13iArC650bcHg0F85CMfAQDceeedIxwIlUol3HXXXQCAD3/4wwiFQq7LNzw8jFdffRUAcM4550i/l5aWFpxxxhkAgKefftp1Pjx4GA14xpfLKJVK+J//+R+8+eabI+K2bNmCUqkEALj44ot14010HX744Xo+5kEPgK7EMgPELtwo2wqHHXYYli5dCgC4/fbba+JUVdUV4HPPPRfhcLgm/vXXXwcAbN682ZS3jo4O3QuhjLeenh50dnZK+WxtbcW3v/1tAMB//vMfHHTQQVi4cCE+/vGP4//+7/9MPYw5weLFi/H1r38djz32GBKJhO4meL/99gMAaJqGz3/+83jppZds02SewhYtWiRVMgDo78EKs2bNksa1trbq97y7dIavf/3rOOKII7Bq1SqsX78eyWQSmqYJaSUSCVv8uIXOzk7duH3++ecxY8YMYTqmmIqQTCZ1JY+9MxmYUkMIwY4dO+rk2jnYd5PP59HV1WX63dx4440AnH3TDMyweuKJJ3QlkBlWJ554IhRF0dP885//1POxNEcddZTUeHUTduqzqC43C3y9nzx5ck1cNpvFe9/7Xpx11lm4++67sWXLFilvVt+PmdzMILKTBqAeA2VgnnxFCAQCWLJkCQAIPRraQT3tUSKR0Ac8mIEmg912UQQzo2Y0IKtLbvXtbPB0aGgIf/vb32ri/va3v2FoaKgmndvYsWOH3rbYbW9jsRiSyWRT+PHgoZnwjK868fjjj4PQZZtIp9NYs2YNPvaxjwEAdu/ejTPPPHOE6956FVCeDmto+JkUO3CjbDtgDfNDDz1UMwPw97//HQMDAwCACy+80BX+ZLzxnbQMV1xxBe655x591mPr1q247bbb8IlPfALz58/Hqaeeio0bNzrmSQZFUbB06VJ9po3NlGiahp/97Ge26bCOvr293TSdVTyDcXZWBn7UFQDuuusufOc73wEhBMcddxzuuOMOvPrqqxgcHEQymUQqlcL69ev19CJX7G5hxYoVSKVS+lUsFpFIJPDEE0/gsssuM1X6zepKKpXS762+Nz6ez9dsuPndmIEZVoODg7o7eWZksTj2/6mnntLfNzO+WFyzYac+G+tyM8HPWBkNiyuuuEJ3vX/RRRfhoYcewubNmzE0NKTXZdY2mLkWB+zJXe+3zsNuu1PvN1APj7zx41a7KIKZUTMakNUlt/r2I488Uj+j1Dh4yn4vXry4aWdTToT21oMHt+AZXy6gra0Nhx56KO644w588pOfBECX5Pzwhz+sScc3/A8++KBuvFld/Jk2bEbHaYPjRtl2cN5550FRFBQKBdx99916OFtyuHDhQhx77LFS/g455BDbvJmdgWUHH/rQh/Cf//wH/f39eOCBB/ClL30J++67Lwgh+Nvf/oajjz7a0bJLuwgEAvjpT3+q/zaew2MG9pwymYxpumaPxjL+jznmGDzxxBP42Mc+hv322w89PT3o6OhAe3u7PhrbbPj9frS3t+tXveerGcF38FbPk48fLWUMqNaHyZMn2/5u6pmVOPzww9HW1gagOvDEzu456aSTANDZ2Hnz5iGdTuOFF17A5s2b9bPVRsv4Gm9gy8EURcFRRx2lh2ezWf1Mq6985Su47bbbcPrpp2PRokWYMmWKXpfrMZSbCbvfwVh8A8DYt4vNBKtLAGqW8LrZt7PB0wcffFAf6E0mk3jwwQdr4puBidDeevDgFjzjy2X8+Mc/xsyZMwEAP/jBD2rWzy9YsAA+H33k9e6BYWvzne5TcqNsO5g/fz6OP/54ANXRsnQ6jT//+c8AgPPPP1+Yjy3/2rp1q3TpWrMwbdo0fOADH8APfvADvPbaa7j99tuhKAoSiQR+8pOfNKXMqVOnYtq0aQCcLYOaP38+ALo802w03GqPSKN4+eWXAdAlpKxeGcHPfE1EdHZ2oru7GwD0vQgysNkgRVEwb968pvPGwL6b4eFh0706jSIYDGLFihUAqPG1bt06xGIxzJw5s2YpF7/0kM16tbS01Bge7xTs2LFD38t62GGH1SwVe/3113XD6qMf/aiUxnj7hsxWA5TLZX25/WgeYtzV1aUfQGzV7jXSLpoZMs1GJpPRl+1Pnz4dBxxwgB7nZt9+/vnnQ1EU5HI53HvvvQCAe+65B/l8HoqiSPtvNzBv3jx9n5fd9nby5MmmWww8eBiv8Iwvl9He3o6rr74aAB0x+vGPf6zHdXV16cvcZA4ArMCcLOzevVvv2O3AjbLtgo2OPfXUU9i+fTvuvfde3cCQjZy95z3vAUCVyL///e9N5c8K5513nr63ge2pcRvpdFpflmm2z8EINmuYy+V0hxIiMGO3WSgUCgDMl0Ox2c6JCkVRdIPjoYce0mU2ghCCe+65BwB17sEUwdHAu9/9bp2HP/3pT00ti42UP/nkk3rbY5zRYrNgjz/+uG58HXPMMXVt0GczmFZL7sYjCCG47LLLdN6vuOKKmni+LsnkS6fTeOCBB5rGYz247777pHGPPPKI3s6LVjc0C4qi6Evh/vrXv0qXOCeTyYZXS4wVvvzlL+vLCy+//PKaAS83+/a99tpLf3es/Wb/jz32WNM9smaw8y13d3dj2bJlAKAbfiLkcjk89NBDAKC3zx48TDR4xlcTcPHFF+sjfzfffHPNmmzWCT/33HO4/vrrTekQQkaM1H3sYx/D1KlTAQCf/vSn0d/fL81v7IQaLdsuzj77bEQiERBCcMcdd+gzYEcffbQ+c2fEKaecoo/mffrTn8bu3btNy+jv75d64LPC7t27TZc1ZLNZ7NmzBwD1hucE3//+920Zj9/61rdQLBYBVBVoO3j/+9+vj6BfeeWVws3x//nPf3TPVM0C64TZMhcjbrvtNkeDA+MVbBnx4OAgvvGNbwjT3HTTTfpI7SWXXDJqvAHUwQDzHPr1r3/dcsQ4mUzqddspmKE1PDyse+k0Gl/s97///e8Re8KcoqenBwDQ29tbV/6xQjqdxvnnn68riCeffLK+x5Nhr7320u9FAyWEEHzuc5+ru41rFu69916hAZNOp/HVr34VAG0z7XpbdQsrV64EQNt243J/Bll7OZ5RKpXwpS99Sd/7t2zZMnzmM58Zkc7Nvp0NkD755JN49tln9eXFjSw5tPsts/b2lVdeqVmaz+NrX/saotEogNFvbz14cA3OPNO/s2HnkGWGX//613raa6+9tiaOP6X9tNNOI3/+85/Jzp07STweJzt27CCrV68mV111Fdlnn33I6aefPoL2gw8+qJ/tM3v2bHLzzTeTTZs2keHhYbJ9+3by5z//maxcuZJ86lOfGpG30bLtns3EDl+dO3eufuCv8YwgI9auXUtaW1v1c5W+853vkJdffplEo1EyODhI1q9fT37729+Sc845h4TD4RFndLFzvqzOcPnNb35Durq6yCc+8Qly7733kjfffJPEYjGyfft28pe//IUcffTR+jN68MEHTWkZ8aEPfYgAIPvssw+55ppryGOPPUa2b9+uP98HH3yQnHHGGTr9OXPmkEQiUUPD6syUW2+9VY8//PDDyaOPPkoGBwfJ9u3byc0330wmTZpEFi1aZOucL9H5SgxmZ/PwZ6p95CMfIWvWrCFDQ0Nk3bp15PLLLyd+v18/+0rGQ7MPWTaD3TOkCCHk1FNP1eVYuXIlWbNmDYlGo2T9+vXkC1/4gl6/DznkEFIsFkfkb/Yhyzt27CDTp08nAEhbWxu58soryXPPPUcGBwfJ0NAQ2bhxI7nzzjvJRRddRDo6Osjdd99tKbMIpVKJdHR06LwAIJs3bx6Rjq97AMgzzzwjpWkm1z333KPHr1q1isRiMVIqlUipVKo5Q9HqDCkGu+2DDOysonnz5ulnPKZSKTI0NEQ2b95M/vKXv5AvfvGL+hlErE7IDr5m9ILBILnmmmvI66+/ToaGhsiTTz5JTj/9dAKg5hsywq7cds5YMqPFx+21116kvb2d3HDDDWTbtm1kcHCQPPLII+Tggw/W0/zyl790zGuj7ZGqqvpB0YqikM9//vNkw4YNJBaLkRdffJFceOGFBIBeN8fTOV98XYrFYmTLli3k73//O/nmN79JZs+eradbuHAh2bJli5Rmo307w/DwMAmHwwSAfkB6OBwmw8PD0jxWfdYPf/hDAtAz2u6//36SSCT0b5k/lL1QKJADDzyQAPTA6C9+8Ytkw4YNJBqNkjVr1pALLrhAL+eMM86w9aw9eBiP8IwvB3BifJVKJbJ48WKCyqGEyWRSjysWi+Qzn/lMjYIiu84880wh/T/+8Y+6oSK7RJ1to2XbVZj/8pe/1NAKhUIkGo2a5iGEkOeee47MmzfPFn8vv/xyTV4nxpcd+l/96lct+TXi4osvtkWbKVavv/76CBpWHRkhhHz+85+X0p0/f36NoiI6zLlRZSeTyZDDDz9cysP+++9PnnvuOVM5JorxlUgkyEknnWT6Lg8++GDS29srzN9s44sQQjZt2kSWL19uq979+c9/tpRZBnaYLUCNEBH++7//W0/T1tYmNEjtyJXP58k+++wjlIF/b6NtfNm5Ojs7yde//nXhYfMMGzdu1A+2FV0f/vCHawbxjBgL4+vxxx8nc+fOlfJ8xRVXOKZPSOPtESGE9Pb2kqVLl0p5W7lyJbnqqqsIQI2wsQRvfFldkUiEXHrppTU6hAhu6BUMbBCRXWeffbZpeqs+a2BggEydOlXIi7Fe7tq1ixxwwAGm/J9yyimWz8ODh/EMb9lhkxAIBHDVVVcBoGdR8IfpBoNB3HzzzVi3bh0uu+wyLFu2DJ2dnfD7/fqBzZdccgkeeOAB6Rruj3zkI9i8eTOuvPJKHHzwwejq6kI4HMb8+fNx4okn4oYbbsD//u//jsjnRtl28N73vldfHgnQwy+N59yIcMQRR+CNN97ArbfeilNPPRUzZ85EKBRCJBLBvHnzcOqpp+J73/seNm/e7PisM4Zzzz0XDz30EC6//HIcddRRmDt3LsLhMFpaWrBkyRKsXLkSzz77rOXyDRF+/etfY+3atfje976HD37wg1iyZAna29vh9/vR0dGBJUuW4Nxzz8Uf//hHrFu3zvJcGhluvPFGPPjggzjllFPQ3d2NSCSCJUuW4Mtf/jJeeumlmuWSzdiQ3NraiieeeAJXX301li5dinA4jK6uLhx88MH43//9Xzz//PO6Q5GJjs7OTqxevRp33HEHTj31VEybNg3BYBBTpkzBu971Ltx66614/vnndUc7Y4G9994ba9euxR133IEzzzwTc+bMQTgcRigUwqxZs3DSSSfh6quvxrp16/D+97+/7nL4JYSy5YR8+IoVK+r2PhkOh/Hkk0/is5/9bM3B6OMN7e3tmDVrFg477DBccskl+N3vfoc9e/bg29/+tulet6VLl+LFF1/EJz/5ScyePRvBYBBTp07FSSedhN///ve48847pc5sxgoLFizASy+9hCuuuAJ77703IpEIuru78e53vxt//etfpUv+RgMzZ87Eiy++iGuvvRb77befzttxxx2H3//+9/jNb36jLzcfr04aWltbMWPGDBx44IFYuXIlVq1ahd7eXvz85z+39OrnZt9uXGLYqJfDqVOn4tlnn8XHP/5x7LXXXiPO+eQxe/ZsrFmzBj//+c9x4oknYsqUKQgGg5g+fTpOO+00/PGPf8Sjjz7qeTn0MKGhEFKfq567774bP/3pT7Fu3ToUi0UsXrwY5513Hi6//PK6O9sXX3wR3/3ud/Gvf/0LiUQCM2fOxPve9z5885vffNsoch48jAbuv/9+nHXWWQDooZlO96558ODBA0AP1mYG9datW0fVk6Hb+MAHPoAHH3wQZ5xxhu4+3YMHDx5GG3UNq33hC1/Aueeei2eeeQZHHHEE3vve92LHjh34yle+gpNOOqmuTa333HMPjjrqKNxzzz2YP38+PvCBD8Dn8+GWW27BAQccgM2bN9fDqgcP70iwTfwLFizwDC8PHjy845FKpXQnMIceeugYc+PBg4d3MhwbXw888AB+8pOfoL29Hc899xweffRR3HvvvXjzzTexfPlyPP300/jmN7/piGZvby8uuugilMtlrFq1Cs8//zzuuusubNq0Ceeffz76+/vxsY99bFTO0/DgYSLA7Eynf/3rX7qHyQ9/+MOjxZIHDx48jBni8bjpGZFf+tKX9GWHXrvowYOHsYRj4+s73/kOAOCrX/0qDjnkED28p6dHd4d6yy231LhXt8KNN96IbDaL//qv/6pxHer3+/Hzn/8cXV1deOGFF8b8/CcPHsYL9t9/f3zuc5/DP//5T/T19SEWi+Hll1/GVVddhfe+971QVRVTpkzB5ZdfPtasevDgwUPTsXr1aixfvhw/+clP8MorryAWi6Gvrw+PPvooTjvtNPziF78AQA8S5g8G9+DBg4fRRsBJ4t27d+OFF14AQM+bMmLFihWYO3cudu7ciYcffhgf/ehHbdG9//77pTTb29vx/ve/H7///e9x33336Yfx2sHdd9+NVatWYe3atUgmk+js7MT06dNx7LHH4rOf/WzNKfEePEwkpFIp3Hzzzbj55puF8d3d3XjggQcwffr0UebMgwcPHsYGr732Gr7whS9I408++WR9kNiDBw8exgqOZr7Wrl0LAJg8eXLNIZE8DjvssJq0VkilUvp+Lpa3UZoAPcT23HPPxZNPPolly5bhnHPOwVFHHQW/349f//rX+tpvDx4mIn73u9/h4osvxn777Yeenh4EAgFMmjQJhx12GL75zW9i06ZNWLFixViz6cGDBw+jghNOOAE//vGP8d73vhd77bUXOjo6EAqFdMddf/jDH/D3v//d85LnwYOHMYejma+tW7cCAObNmydNM3fu3Jq0Vti2bZt+L6PrlGahUMB3v/tdtLe3Y82aNSPceW/fvn3CnXTvwQOPs846S/dm6MGDBw/Nwoknnjgh9ltPnToVX/jCF0xnvjx48OBhPMCR8ZVKpQAAbW1t0jTt7e0AgGQy6YimGV2nNJPJJHK5HA444ADhOUrz5883zV8oFFAoFPTfmqYhFothypQpUBTFFg8ePHjw4MGDBw8emgdCCFKpFGbNmlVzLl4+n0exWBwTntjZpB48yODI+JoomDp1KhYsWIBXXnkFV1xxBT7xiU9gv/32s53/+uuvx7XXXttEDj148ODBgwcPHjy4gZ07d2LOnDkAqOE1taUF6THiZcaMGdi6datngHmQwpHxxdZKZzIZaRqnJ8jz668zmQy6uroapgnQPTFnn302fvSjH+FHP/oRJk+ejCOPPBKnnHIKLrjgAvT09EjzXnnllfjiF7+o/04kEpg3bx52bt+OTsavcQaMLcsQhYtmy2TpZXnM6JvRcVrGeKMjSu/JPDZljJXMbvHqFh2ns9+jILNwURgLVNhPRRiu8LlJNZwPcySym3XYLI/TsmU0nLyfesqV0fFkrr9slqfRNsltmWVxbshrRssNmeulY5dWk/rtZDKJufPn1+iSxWIRaQCXAwiPpNhUFAD8uK8PxWLRM748SOHI+GIn2+/cuVOahsWxtFbglwDu2LEDy5cvb5gmABx33HHYtm0b/vrXv+LJJ5/Ev//9bzz66KN45JFHcPXVV+P+++/HySefLMwbDocRDo/8ZDs7O6sGIPv4+f8MZg2IMZ3TDtIsvlFlsR56dvhvpsxul9eozHb4darAuymzLJ1ZeqtnaIdfu/n5dLJvjI8XySKiKUpnV2YRT3ZkaILMRGQcGclxRha7t8syvUHF4CI6HVmZerCd79aKEbP37FQ5NpbltA0Q0bDKJ+PFrediRcNIpxkyy2jwcrhZF5yU7+Tb5vmw4sUqfyNthZN0ovLrbc8YnOgqLI79dlvmBvsY0ZaQMADP/PEwHuHI2+HBBx8MAIhGo1LnF2vWrAGAmjPAzNDZ2YnFixfX5G2UJkNLSwvOPvts3HzzzXjxxRfR19eHSy65BKlUChdffLEjWiNgbHQUpXoBNE6m9PHpRB0Bn8eKBxFPonJF9I182um4zRplYxmjITNPR/QuREpGM2U2liMq28pAEJUvS+9EZmM6XjZRR2is36MhM19fRfXbqJyPhswig8CODA3ITCrzUURR6EWoDaRbOxXDihClktYHAh804qskUqpGGCea7NJZU2heKAo0QmkSxVcpo0KTE4Gwi+OxRkJeLuN3b/xvrMsiI0z0DEXtDp/fqByK2gBjWifv2QinMpu10Xbr0WjILHtfVvmbKbMxveibNeYRvR9ZGU5lNmu/RPSNeazSNyJzo7pKs2VuRFeRwDdGlwcPVnBUT+bMmYPDDz8cAPCHP/xhRPzTTz+NnTt3IhwO47TTTrNN98wzz5TSTKfT+Mtf/gIADXt3mzp1Kr7//e8DoLNsw8PD9RHiGxq+cTZ2cCzc6r+owZelsypPVK6okTVr9GRlmKURNYajKbMsnaj8ZsssU3CMEHUmzZRZJpOdzn80ZOYh4snquTRLZlF6WV6evg2ZCVC5OCOLJ0sA3cAi1CDSiA8afCCEKUKKVHyeBU0DVBUol+mlqjRM9rhqRa4YekShZetXlbcaw5CgapQxQ1L/g9pnYXxGVvXarK0R5ZcppXx6UVtuLEOWz5hHJpfdONn3JCpf9szcktnIn9X3aMw/GjLzFdVOWyBrd9yQ2Vg/ZbKZtR/Nkln0TZnJb/VtuSWz6NsWyWWkZYzz4GECwbGR/rWvfQ0A8N3vfhcvvfSSHh6NRvHpT38aAPCZz3xmxN6t+++/H0uXLhUu9fvCF76A1tZWrF69Gr/85S/1cFVV8elPfxrxeByHH3443v3ud9vicfv27fjVr34l9I7IDLnu7m5He8hqYBxF58NElzFels8ufVF5xrx28ovirWSR8WFGcyxktvsOxovMdmVpRGZZvIiXsZCZ/21XxtGQ2aq+GGEI02evgNqZIi6dbqSwtEp11okvS1YdzF4Db3iJLt4Acy6yQi+lOvtGFB9ndCnQjTJF/iwcvWcroe28c7txxodgLFuWxqqeyHgwoyXL30yZZXzLeBgtmc14kfFgN94Nma1kc1LH3JRZJoMdWZols51yRPFmz60Cb+bLw3iFY2+HH/zgB/G5z30ON910E4466iicfPLJaGtrw2OPPYZ4PI5jjz0W11133Yh8iUQCb7zxBvL5/Ii4WbNm4bbbbsNHP/pRXHLJJfj1r3+NBQsW4IUXXsCWLVswffp0/OEPf4BdN+/Dw8P47//+b3z605/GQQcdpB8I/eabb2Lt2rVQFAU/+MEP4Pf7nYr/9oFotKqe9E7pTCQ0W+aJ9OzeiTI7hHQMlgAjnF4A1cBRhGyCxn1UidfKTGpu2b4ys/Frx2yO5zrWLN7eiTJ7eGfAqz8e3oaoy0j/yU9+grvuugtHH300/v3vf+Phhx/GnDlz8N3vfhf//Oc/0dLS4pjmOeecg+eeew5nnXUWtmzZgvvvvx+qquKyyy7DunXr9H1hdrBo0SLceOONeN/73od4PI6HH34Yf/3rX5HJZHDhhRfihRdewCc+8QnHPEqnuu0sfTGGifKL8lqltQqXQdaYyWQzppfxPB5kdvos3JLZGG7MZ/dZyMLqCbcLu3SbKbNT3hpFnTLrMzb86p2a9EB1L1Z1mR6/H8vKpKinCosuFsfPfLFlh+VyddZLtiJJtsrIyeuvRWWJonG2rLKMUp8t42lLLulDkn23dtpt/jej07jQ9tsUK4w3mc34arbMdtOPpsx2eao33C59J++/kX7bCU/10ADs6yoCeDNfHsYrFDIRjq4fYySTSXR1dSExPEyXKhJCGwS+8ZZ1NDxE6fk8dunKwkR0WbgxnZGWEWY8ycoz8tQsmXkZRPdOeXZLZrM6YCY7n6ZZMsv4sEovyuemzDJY1RueVpNkJvyNIv6vGwqK/kcoipsiG8P4cKP+SAg1sIwGl6IAPh/g9wOBAL18PvnKHyu+zGSy++qltHWhUesWX4+v/anIfOPL6osZM6MhtFlaWZgIzZDZbltlzG8GN2SWtX+y/GZpGT03ZLb7DEQ8GfO5LbNMThlfsvRuy8yXU4eukkyl0NXdjUQioW8lYTrbVRh9b4d5AN8Cavjx4MGIt+Uhy00Hr6EYw+zkk6W3S1fU4Br/yxpEq992eDILl+WXpW1EZlk+t3h2mt+MrplMVr/dkNnNMs3yW8XZ7aCdfFsNyqzvvWJGlR5R+a3AsHeJPWtztmTF20nn9LGKYDTA+H1eADW8AGp08WntfqZ20EgTyUCgVKulaAmjghqjjM6siWg7EMIp427lNaNlFm5lkDUqs5URYrcMO3DS1jjpi63SuiGzrOx6P6xmyyyD3ediRs+uzG7pKh48TCB4xpcTGDUU2ciN7D9Pg+Xhw0RpzGiLeBFqLyZlGsswlid7DkYlXdT5N0tmIx9mtMyUlGbJ7GSmxU4dckNmK9pmZTZTZiPPduqxUSmyKTNRFNTMkihAzWwWapV75lbd7NFZ6cDNENkoIv9b06oXIfRSVaBYpFepVGt8hULisny+6mXFp5lssnyiptG5zEo1vaJwcUR/rwrHHGFZDHVAMau7ZjMKbgltZ9aDjzdrQ0XfqNn3afwt67dEfFjNjpjRckNmOx+l3fRuymxXPisabstsLNfsv5FfqzrXiMw8zMq0S4PDWCwD9JYderADz/hyAuOHLvst+y/KY4euFU1RPqdl2snjlJ6T9PXIbBVuh5dmyGy3npjFNUPmemnbKacRme3Ql8VZ8TPiP/03YrmgUzI2H4NVeD1xvC5ivOdnuJjxVS5To6tQoAYYb3yJ9DR+JkxRRupuRv3IjH8rXVZULeqtAnocl4jUZGBCoXb5Yj111W2hndAXpWm0j3H6IqzKdNoH2inPik+n/VyzZLaKc0LTis96+nYzOo3UIzdkrlceDx4mGDzjq15YDdnKRpqsaPDhshE60b2Mrp17Ef9mclkpHs2W2WnDW88we70y8+UZy7fiaTRkFo0simQw412Uvl6ZzcJFZVmNmipKZSaED+fuReEOPh9R0WaiN0tkZlixOKPhxRtfpRKQzwO5HP1fKlFagQDNw2gHg/Q/m/Fi+a32ghnl4WFVJcyeF5/faqDf2HQI+QNGvGsWVzMLCnqvKBLmmiE0yydr/5xWQrO0Rt5lldXuLIeMf6t+yQ2ZjeGy9k3Ew1jIbNX/jobMMlmM8ojSG9O4LbOTfDJ5OXgzXx7GKzzjq16IPnor5dCMBt/A8P/NtA4zPoz3dhR4Wbyos7FTtlUZ9crsFGb5R1tmY5jxXTVbZqfhTumbxYtkNguX0bKiw6Fmr5ZR825ABDvs8fduiWwGZiwZz+8qFumsVzZLr1KJpg+FqsaV30/LUBT6mzngsAszedjn7LRJNDYJMvqivOK4agKNKFx6RhzVGTERLScvsVGhncTbocvzZJe23bR2KrwZb/XKbOdjNMrsREYzPiayzCysXl2F/90MmRvRVTx4mCDwjC8n4Ed/zEbuWLwojOUxpjFreMzoOhktE8lj5FEEpkTIRstk4SKe3JZZVoZIBhl9EeqR2UxblJVnt/40KrMxXpbPLE8zZZbVQ2Na7r+QfA37RoVBzJZMZNGAsuyTGSWRa3hjF/+bdyfPZr+Y4ZVKAek0/Q0AkQhNYzS+eEcczDOi7HnJZHbS9PFpZLKL6IjyivgSPXPRM6WZmACVPIqCEXvE3BbamN/4omXfvVtCm/VlZu2E1TOweomNyizjScaDkzyNyCzKK5PdKF8zZW5UV2m2zFY0ZM/fqi/34GEcwjO+nMLYkMm0MLsdgFnDKuooefqicCt+ZXnNGkOrztLIl6ijb4bMIlpmsvFpmiGzqJPhZTTrpIz0myGzTD6RDOwZGeG2zMZ8ovTSOg9dMeadafCOMmqKcklkESusDJl+U8MH6heZpSOkdmkhIdTgMjrW0LSq4TU8DCQSdOkhALS00DzM+GLl8Y44GG32bNhsGFuKaCaz7Hnx1VGURvaZmT07UXq7nxuBQqsSMRJkBaJ2j1gzhDamMQogejhm7YWdNkYWJuNLllYkE19xRPGy8p3ILKJlJifPRzNlNsohk1UkjyjcLZkb1VVkad2SuV5dRUYP3rJDD+MXnvHlFLIGh0GkyRk7aZFmxqex0tpE8VaakKhxNWpWfDojbRE/ZtrSaMhsjBN1lqJOtJkyG3kXySMKE2mYzZBZVkdkysZYy0xIdekgAf2vKNw9dGOLpXFbZDMdUiaKqKo7EFkI9pnwe7t4r4alUnWJYbFYPdMrnaaG1+AgMDQEZDKUXns7TceWGQLVe34vGPuvKFUjjaU1Pk+RDEYZZc9N9HmavTvZcxQ9U7Pmx+yZ8wY9PT+Mq2/8f0DuNdFKaKtvSBbXLKGt6NhR4kX88eW7IbNZvKz/GS2ZRRXarBxZv+2mzI3qKqMls6hv4+lbfrQePIx/eMaXE1h1ZiLNjoWbwarz4TURMz5E/2X0jI2dmbJvJ9zYGI+GzFY0zbToZslcT4fA89ZsmfkyZbTMrIFmyGwHnBKs31f27dSQcVlko47As25HHxKF2RWZ0eXLIkTsWEPTqh4Ns1k6u8WWHiYSQDQK9PUB/f10FgwAOjtpfDBIL0KocRUMVj0iGo0vxgvzlGiM52WT6Uiy52a3SRNVN6tPxk7VZr91vg0bv/QZVW4WTFEIag/fblBoMyVcJpSbQpuVY7yXKf1W+UZDZqu0oyWzyAAS0bbqD2VyyHhthq7SLJkb1VVMnp038+VhvMIzvhqBSJE3Nmp8OtGIEQ+zxspYlkyTNBu1kjVSTuJEMttt5N2SWcQrT1fWGZnJZRbnRGY7WreRJ1En6LbMZmVZ0W22zDzbVc3XQA+1M1yVNLJPzS2Rjb9F+a10RhORhY+Ij+MvFsaMr3KZXiysUKAeDXnHGuUynfUaGAB27wZ27aLGGAB0d1M6oRAQDlM+2JJDVa3+BkbOcsmaINGztHoufDpj9ZfRMPJiTCejLXqXsrJFzcCIdwRFN8B0Y40A4Aw3qVt7q7ZJVgllzDRDaBl9szLM8jVDZrt8GPlppswiOjLZjW3saMhcr67SDJllMlnR9OBhAsMzvpxC1GDxMGpoMo2L/y8yPPjyRGWYxYsgazRFDbGZ1uGkUWy2zEatlMVZNerNlFkEmZzst+wduimzFewoSE7o2ZW5cq8nYaLxsw4cHwSA6GmNpshmVZXXoXgIRLasXiyOHZrMfrNzu5hxxYyxfJ4uKUwm6X+694tgaAjo6yPYsYNg2zaCWIxAUYApUxQQoqClRUFrK51FDAQUhEKUrqJUXc4z9/OMD6P8xgOZrWQ2xtcD2bM248HIC//pyN7ZiCYd1RlX3uhS+MOdufuagQSZ0CLllxdyLIUW0TPyI4prtswyiD5QMz6bITNfNp/OrKERldEsmVmYU11FRstYtihvs3QVDx4mIDzjywnMGkO+UbDbYALWmqKoITJrhKyUXp4GHybLZ8Wb8d6O5uuWzFY8yXhspsyyvHaMu2bKbFcWY7zM8qhTZvpT4RRS/r5Czrjcy0Q8u6LYTWcmMn9vprvykD0ms2aEvxddzNhiBhjb+5XLVY2vZLK69DAaLSMaLSIWKyAWKyEWK1dKCKCrK4RYLISurhAUJYBAgHpB1DQ66xUIVI0wttSQN8SMeryTasrCRPqa2TOyihPFy37LPj1jPbBTB6uRqO4RIyPrc3UEgaWx2Y4aHxZLZyWk8Xc9QtupsGaw86Kdymw1KmKnL262zFZxsn57tGS2K4tdNCKzjI5dXUUAb9mhh/EKz/iqF7IRF2O4qBGxk8eskzX+No4cOoFopM8IY6Npl6ZZnkZkdiqn7B00Q2az9CJ5jDw0W2azMJnMVu/QkczQlU9+/5YxXc1jIc6qqYwlpyKblcXnsVMuIeL0PB+8LsSMLP5i8cUiNazyebrUkO39SqeBWIw61RgepsZYuUwQixWQSCSQyw2jXE6CkDwUBVDVFmSzXYjHJ2FwsAulkh+BgILWVloGUDvzFQjQ5Ym8nMz4YgYZ77KejxdVFf6ZmE08iJ6VnYkDO2Fm8Wb2grguKTVxBEqFRjWjQtgfYMQ+MWOhdttOs/BGhebD7L4U0YOTvWhRvB0+7fBv9wN1W2YzemZ8WskmC69HZhkdqzzNltkMsrLqoeXBwxjDM76cQNYT8/EyzUqWR4ZmpWWw4tWtcpothxPaoyWzUzSrDDOZzSyBZvJUsy8GugJq9VrsDna6LbKdz5z/bXfg187jZQYYf2aXplU9GjIDjO3/Siap0dXfTz0bZjKAqmpIJvOIxWLIZneiXN4DIAVCgFKpC9nsTMRiBH5/BOl0BH4/9YJYKlFjKxSqGlXMCyIztphRpii1s2S8R0SzZyB6Xk7esxlEz7jeKi16b4544+s6/1uWwayimFXiZghtFS56KHyYnRcty8uXYVW2Ux5FcEtmu7TMeGm2zI3oKs2SWYYGeFUw+jNRninowQ4848sprIbd7Y6s2YWd0Sir8mW8WI2UNjKyNRoyy3gxK7uZMpvxZCfe7ju0yyuDWZ20yiPiyYbM0u6QAPqsF/fbbk2xW63cEFkUL3tF/CC5SO8UPT5ed2CGFR/GDC9+bxdzrJHNUuOKzm5VHWsMDgK9vdSzYSoFqCpBLldAIhFDJrMT5fJWEBKFogDl8lSk0yqGhtpRKk1GJELg91MviOUy9XrIzvsKBOjvcrkqm6ZVZ7yYq3r2fEXPWTb5YeczqweNfroiOmbvWYpKHQcB6OSYQt3S898Bn479s3oIopmZZgjN57PbZrkxOyKCkQczelZ9Hc+/Ga16ZBbxKivDjD8RHbdkdqqriOKaJbOxPKt+24OHCQbP+HILVo1nM+g2M50xrZ3Gzyp9PeXWk8etsp3KbJW2EVpW+RvJ6zSdQ5llzjPob3ts2Cnarbz1vlKZnmD1mxlaokOT2dldvPGVz1cPTs5kqmmGhqjhtX07sHMnEI8zOmUUi3kUCkmUSlEAgyAEKBZ9SCZ7kM/nEYupCASoIdXdTWkyL4hA1RBjjjjY7JbfX50F4+VhxhczzozOOJx+Zm7ArU/XSrc1gh3iXGNn6ZmrD45fnugaE80W2kn5brWndmWw84LGQuZ6aI22zI3ENSqzi+kUOO5iGoZnEnqwA8/48uDBQ92wWkQywtnAOxBmK654w4s/NJnNerElhmzpoapSgyuVosZVKkXjSyWCwUENAwMq+vtV7NmjIh7XQEgZQAZAHkAZgAY2xaKqGnK5MnK5fCVNCj6fH/m8D6GQH52dfrS1+QH4EAwqCIepUcaMKqC6JJGdE8bAG1/8MkQ2MM7uebxdB7KdGWmkci+h5Q5LHjx48OBhDOEZXx48eHAFtYaWpyYawc9qsd9A1ahis1vM+GKHJufz1AjjHWsMD9OZrnicxpdKBNFoAclkBrlcGqqaBVAENbhiAAYApACUGDeV+1QlLgy6FyyAcjmIfL4NiUQ7hobaoGlhBAIKIhHKh3Hmy+8f6YiD3wvGQzSQ/3Y1uuyhVngi2BhmsojXgwcPHjxMQHjGlwcPHjyMEkQGGD/zxZYeqmrVq2E2W539KpepwRWL0YOTo1EaXy5rSCYLiMeHkc8PQFVjICQLQAU1sAYBJEENLra5qAggAWBPJbwdgB+q2oZcbgri8WkIhQLI50MIBIDWVmoQsj1ehND/gQDlF6id8TLOcrGL/TYuRfTgwYMHN+GvXKNdpgcPVvCMLw8ePFjCbOzdW1poD0bHGuxis17MsQYLY4ZXOl11rFEq0VmvgQG6v2tggHk1JMhm80gkYshmd6Bc3gVqbGkACgCyANKgBhdA32gRQBx0dmwYQAiE+FAuT0ImMwexWACq2o54vF33glgsVpcZAiMdcbDliMzlPO+Ig4/n94l5Bpg5+EOcveWIHjx48DDx4RlfTmHm6squZyc7XvAYZDT4dEZ+7JRt152YiK4TL33NlFkU7zTMjJd6ZZbRFPEs42k0ZbYjL6BbYKQmXE7bicjGz4qxY4Vmi2zFt4im7F50ZhfvWIPu3arOhOVy1PBKJqmBVS7TNIOD1Jvhzp3UAEulAE0jKJcLyOcTKBT6US7vABAFfWla5VIrF2OOLTvMonocqQ+lUg/S6RDK5R4kk0UEAgQ+H/WCWCxWXdAD9H8wSPkGal3Q+/1UFvacjc+QpWOwcsjRSJMqymNFU/bbio6xDjvhrUpbGUGb6AeDVWg7WY7oltB289cDKx7t5JOFifrtZslsp722w48Z6pVZlNbJhzUaMterqwjgHbLsYbzCM76cQrRpwRhnFW/VkJjFW2kodsu225iJ6Brz2uG3GTK7EWa3PCcyW9E0o2vGg1X59cpsR17AzM6yJGtJ2mG1lJVhl4ZdkevhTbS0EKgaVbwBxvZ2MccapdJIxxqJBP1fLALFIkE0yhxraOjrU5FMEhBSBJCBpmVASBqalgF1omGmoDOjrMyF+aCqLcjn0ygUMvD5MlCUNBQliGxWQSDgR3u7H21tPvh8VUccIi+IIuOLXcwDotlztvPJ1VNvnH5aTj/RRpsKK3p1wS2h7eavB/UK7USeel+UE5nd4scM9ZYhSuvkwxoNmevVVTx4mEDwjC8PHjzoEKnq3rJC5+ANMH65ocirIdvblctVHWuUy1WPhkND1ABjXg2j0SISiRwymSzy+RyKRRV0CeEg6PLBHGoNKqcoQ9OyAIahqn0VWkHk8wFkMhHE460YGmoFISHd+CpWVjMy4ysQoPdsLxjb38X/Z2nZwDa7AE/fsgP+uySAcCbMe4wePHjwMP7gGV8ePHgQwvNeWB94Y4s3vphRxdzGszBmeGWz9J4524jHqUONgQHqYIN6NdSQSBSQSMSRzw9BVROge7rKoPu3BkH3dtVrfBHQ5YhpUC+IPlCnHAGoagS53CQkElMQDvtRKAQRCAAtLdQwVJTqHq9gkBpX/KHMhFT3gvn9I5fn8bNibqxie3tC9lBIzd4wDx48eMsOPYxfeMaXBw/vQBjVM292yz5E+7n4/8zw4o0vdm4Xf2gy2++Vz9MlhrxjjWKx6tFw9266zyuXA1RVQzabqzjW2AVV7Qc1lDTQvVtJ1LqUrwelCh1fhWYLqBfEdmSzMxCL+aCqrYjHW+H3+9HaSmVgXhABanwFAtW9YOzZ8I44+K0fxpkvlt5sBZJnnIlhnBEDRhpk3qPz4MGDh7GDZ3x58PAOx3iY4ZqIMx2ivV284cVmt/i9XYUCNaxKparxxfZ2JZPMbTw1ZgYHqUONHTuAPXtoOkI0lMs5FApDKBa3o1zeBjrjxe/fYlc9MyAEVRf0GQD9oM6TFZTL3chkiiiX25BMTkYgoMHno14Q8/laL4jhcK3xxd5tIEDvWToGthyR3zfGz4CJDLGJgtGp2/IZMfpX8WbEPLzj4M18eRiv8IwvN2Hm8ceJJyUrbz9WXoNE6RlEafk4M76swozyN1tmK77MymJwW2ZjGWayWNFxU+Y6YZdVFs/C7YosYlFG3wmvjaCe6mzMzzvXYMsLeccaxWJ1Niybre7vSqdpunyeOtYYGlIxOEivdJoAKICQFAhJgJA4CBkGNb7cVKw1UAOsyIUpUFUFmhZHsZiAoqSgKB1QlCKyWR8CAV/FEYcfPp8P4bCie0FkM13sP3PEYVxqyP8XzYTZgZ26Zfd9ytLacVBnrENO+a1HDqk8dEPYyHszhoxhDHY/ADsP1m2h3Ww4GpHZTrss49+sjXdbZmM+O7qKFW9m6ezIXK+u4sHDBINnfNULkYYm6m3tdCaixoXlFYEPt6OQW3VkMhp2OgcRP2YdQjNkNstnN73bMhvDZB2QXb7rlNmo+xGi1CpfEmVMxF6zRGZ5jK/AzIAzEVkqixUdI38yvYQPY4YWC2dGF9vbxRtfIscapRKd8RoerjrWoF4NtYpjjSyy2SwKhTzKZeZYYwB0ZioP6jp+tKCCkBwISVR4AIAgisUAstkIEolWDA21gJAwQiEFoRA1NIGRjjjCYfqbPW+2HNHoAZH95uOs3qVZPbH6pGQwoyer58Y6I9Idjd+OKFwkkxOZ2fdNoHD3LIqIko4kbMcgEjE3mkLLGhYnjQifpl6Z7VQsmSzNlNkNXUUmQyMym6UxphPRMBnh8Ga+PIxXeMaXU4g0NKP2aJWXQdbwNGKQOG0EzZR6u3KJeJDldVNmBqsOw4oHER/1yGxG067iYVYGD6cyo1b5AhRTo8QOO26IbGani6qKmbJtx052IrPR0GJu0/nf/N4uoHZvl9GxRi5Hr0yGGiW8Y42hIaC/n+7zol4NNSSTeSSTcRQKMWhaEtTwKoF6NIyB7sfiz+1qNsqVMqMAgpX7AFQ1jHy+E4nEFIRCvoojDh8iEWpsKkrtckOjIw5gpCMOdhmNL5EzDr455mnysDMwb4SVDWHMa/e/GayMSbv6ajWtWSRGLkeUEbfTHjthbiSj8rB66Yp4s9vQmJXh1JhzUlYzZXZLV3FbZrt5Ze/OCS8ePIwTeMaXE4gaLuOwpmwUxipelt4u+Ia1GekZZKNlIprNltlOXuM7a6bMZvSdhtfDlzFcl1mQBGJ2ZSSbLbJZmKxaidJavWYnMvPx/AAr/994sZkvkWONbJYuK2SONZinQ2Z47dpF76nHQw3ZbB6p1DByuV6o6iCqxlYG1ADLoDGX8k5RBnXuMQhqBMZAHXG0IpebhuFhH8rlloojDuoFMZerGl9A7V4w/jka94IxY4vds3T8ZTaOU2/dthNn9rueZthIw+r7cKNuKwokNnsD7aRZgSMKhztCOy1DFM7SN1NmGeppQM1oGfM1S1dplsxupPfgYQLAM76cwGxoXJaGT2ccnheFWw3R2imD/ZaNovGaJM+3XT75e7MObbRktqIn047cltnKOhHlsfMubchMCFCzvIh/FTwZiyprfIRGo8bIQqMiG8uxoxuZVWtZGfXIbAbe2BIdmsycazAjo1SiM17JJF1ayBxr5HLUo2FvL7BzJzXCcjmAOtbIolSKolTaAVXdCerFkIAaPgVUXcyPBli5KdAZuGHQ7kOBqnYhmy2gVGpBKkUdcSgKarwgBoP0OUQi1NBqa6vu+wJovKJUZxeNs1y8IWbWXMggaxbtpJM1E1a6vP7kLOqTSB5Zs2SHnpksQhtHj6zejzBs7RZuVlBNoS4LLTIwRC/QGGdMJ+PVSdmicFnFtdvW2ynXSmZZfhk/diq4GzI3qquYwFt26GG8wjO+nECkXcrSmMWJlHlRvBUdBlknZdX4ymiK+DDmt/MsRLTcktkqXqhlmKRxQ2ajbFb07D47u/FCkeWdk+zRm4kmC29EZKtqKkpvqkw6qI528xjP7CLEem8XPZerapAx42t4mDrYKJVIZeZLRTRaRjSqIhZTkcsREJIDEAchURAyCOp1MMk4MlyjBRV0n1kBVB2nl6blUSy2oFSaAkWZAkVpBVBAPq8gGPSjvT2AtjY/FMWPcJjuBSsW6TsMBKhhVS7T//wSTkKqDjj8/uqSRLZEkb9YOga7dcZMR5XVLeOghDHerAxZecb0ZvEyOJOZL4SLqyQcuRyxTiaqBY5M44bQZuUa42QvTpbXyUiMVbhdmZ3Aqcz15LequGY0ncjcqK7iwcMEg2d8OYHTYU7RKBAL5zVWu6NhonBGx2y00GykyCqNTFZR42yUtZkyi9KK5JHR49PI6PPp+HCZzCK6RphNsRjLcSSzUlGQAH6mi+lMxuLsDlDLindLZLN0Mp6N/Mhec6MyG9PyhhdbXsgMMH5vV6FQ3d/FvBoWCnTGKxajLuQTCTY7piEaLSCZzCCfz6JUykNVmZHTj+rywiJGd4mhDEaDTwE1xtIgJAZC+ivxYZRKfuTzESSTbYhG20AdcfgRCo3cCxYKVY0wo9GlKCNnxHiIPglRfTCrJ+yezyurO6KmTZSfT8/CrYxAq2/FKm+jMo+w5VmbYkeBtsOc20KbpTGGW7W3Rtr1yuyEvuz5NFtmMznM+u1myMynb0RXEcCb+fIwXuEZX/VA1EnwjYlVJ2IVxofLOiVRryqLk+WVadDGhs1KazVrAJshs5UWL8rD5zWW6ZbMVgqEHVoWMvOx1fO5jJ0UagwxmY4jehRmbI+GyFY2qVWVN1YROzKz8njjyhgmOzSZndll3NuVydArn6dp83kgGqVLDPv66OwXzasilcojmUygUIhC09iyPra0bxhADqPr1dAJCChvOVBeI6CGYxCaRh1x0DPB/MjngwgE/AiHqWEKVJcWhsP0PhKpGlqE1Lqo5+sF75Kefyf852v8lHWObehtVs2L6DM1o2+sZ6I4URqn3w9ftpGeMZ9IJj5aX46oAPpMmYLqjBhLb/xAzQRyU2izBkvUaMj6FFEZsoZPZBzJZLaSwQgrncFNmRvRVdyW2Q1dxYOHCQbP+HICY0/Gh4t6OmOcrPEwKvp2tFkzzULWgRjLM2v0RHLz9HmeRWU2U2ZjOUbeRNq8LL2bMhvlkdEz8ih6p1KZgRF7uCrKkcJ+CkS2euVmRo+s6rghsoi+rJoY761ecz0yywwvNsvFwtjyQnZuFzO+SqXquV2pVNWxRi5Hja/+fnpg8tAQc8ihIZ/PIZOJIZ/vhaYNghovZVQdazBHG+MVzAnIUOV+GNQRRwvy+WlIJBSUy61IJtt0N/Ns5ovt9WKOOIrF2nfN4tmeMRbOLz3kD2UG5J+PCKJ6JIoXNQFmtIx1T6az87SNdVwWbuTTyk5wIjOBUi2To1OzBHFEGyQxCkZLaNFvY2NifCCyF23kXSZjPTIby7Oib0zXqMwifurVVdyW2S1dxYOHCQLP+KoHdjoHPlz0W9bQ8tqfWcMr0kZFmqqos+PTWDVwZlquSGYjmimzKNzIo1kD3wyZ7XROojyyskfIzO6rt0YWZSLzLMgUNlHfa8a6LM6JyCI6omohev1uyMzoMEPLuO+IGV7s0GSg6tGwUKh1rFEoUG+GySR1IZ/J0LTZLJ3x2r0b2L6dzoDl8wCgQtOyUNUoVHUnNG0XqCGjodaxxng2vpihWAbdlxYA4IOqtiObLaBQiCAenwyfjz68lhb6XIDqjFZLS9URByHVmS1Vrf4HquFGPZOQqkEG0P9siaKZzmz2yYsgSyOqz6I8ombbTD+WfYuyJk/EW6My00hAuOKU/Za1zaI4N4UWlWdmcMloiGBshES0ZTwYZTPKyd+L+m0rfuuV2Q1dpVky16urmEABjOtCmo7RLs/DxIRnfDmFk4/fbkNqzCPqfET0jPfGhs0srew/T0eUX8abqLzRkFkmg+w92ZWrXpntxlnITGruRfIZ/sOeyGasOezXXBHZCQ0z/hqR2UxpZgYZb3wRUl1yyB+azPZ2MacazLFGuUyQyxHEYmUkEmWk0yVkMioKBYLqjNEAgD4Ae0DduQOcZsvdj0cYHXEwdEDTgtC0LpRKkwCEAbRA0xSkUgEkEgHEYkH4/X5EIgqCQaVikFaNJrYXLBSi4bzBxQwsFiY6hBkw19ns1kW7aazqptmghFmTbKd8O/aKMZ0jmVk3w71jwhHQWy1FoY47rBR+PqxeoWV5ZX2Q08bNLj92HjYgNmpE/fZoy+ymrlKvzGbyiP4baXvwMIHgGV/1QNaY8GGiRsGqM5INURrzG+P5RtCKDzOjwmw0kuU1Nrh2noWRV1EZMh6sZJalM+OjWTJbPW9RmSJ5RsjMaAG8lzInIhth7PfMBlJlj9pNka34l1VtM95kMM5ssf+yQ5OZ63jesQZzE8/2dzHjK5+nM17MsUYySdPm8xqGh/NIp9MoFDLQNLaPK4eqY40s6GzXeJ7lkkFkIJZAZRoGlZEAiEDT/CgWW5BOtyMWawchLQiH/QgGq3vB/H5qTLG9YOFw7Ttle8H8fvrc2flgokOZ+dkv/r+VLidrqmT1ns9vppeKwmXNtuje7ndr5NvIn5XMtWlrGa7GEdTsMR2ZtHlC1/MgRLCiLYoT9RMsjTHeyIvdftttmRvVVUZDZhEPfBkiuUwaex8AvzS2OfAcbniwA8/4cgLZSJJsVMiKjhV9MxrGeCe8yeJkv+2MTlmV2UyZ7aSVhbktsxVPZmmk4dZJ7LDWSL7REtlJOWblWxmA/G9CqsYXm90yLi80OtZgruNTKbrMkDnW4Pd29fdTQ4wab8yxRhzFYhSalkR1WWEMQBx09mgiGl4yMOMyDjqrVwAQgqYFUSh0IZlUoSgB5HJhBIPUC2ImQ58v28cVidB75oiDvVe2FywQqHWEYtz/BdTWE5ENwMNJk1HPt2hGTxZm1sy70fXU02bUxCuG/yICYyG0k77QabyIF6c8m8U3S+ZGKsxoyWzFhxkPHjxMEHjGVz0wDiXKRoBE6WW0rOjYubdL32kZZnKIRsPMRg/dkNmMHxbOIItvlsxmchvZYH8U+p8oCmr2cvH3JuywcIfFC2nIXp9LIpvSsqrGIp7qKV9Gnxlg7NwuoLq8sFBgDjJoumKxanylUnQGTNNo2OAgdarR20sNsWIRUFUVxWIO+fxwxbHGEKqHJKdBDZQc6F6vtwuY8RUDlSsBIABNiyCfn4p43I98vg2xWDv8/iBCIaCnhz5fNrPV2koNqpYWGm7cC8b2jClKbZ1iRli9dYuPc9IkmJXhtGsQ5bPLq9mEhxM6luAnILhMevkKKksQOX7cElrWZ4jS8unNyrQDWcNj1qDZffHNlNkNXaUZMpvJZiazjffluZr3MF7hGV/1wO7IDw9ZY2E1SuQEojJk2oeoXKvRJFHDN5YyW8lmls/q3hhmR2YnnbchLRmRVxHZXnWL7AROXlkDIjvSg8x4cgLeyOKXF/JndhkPTWYzX7xjjXyeznglErxjDYJ0mnk0JNi1ixpixSIBUAYhdH8XITsB9KJqbE0UxxpOoaLqqTENIAhAgaa1IZ+njjgSiW4oyiQABOEwPXSa7vGiXvfa2gC/X0F7O6UYCFSXGipK7XJDXmdl75mB1xH5s8KY0SaDVb2zq7PX2+Q5+d6seLVq6uzE2U6s8AaKA3oimtIyLIwQ42+3hDbjR5bGzGhw0jg2IrNbuooszA2Z69FV+A/dg4cJAs/4ahR2RulYuFkjIRvZsZpFMja6/L3dhtXIl9WoE8+XiB+ep2bIbDUyJirTSLdZMhv5E3WONXWDl8vwm49qUGQjCyKWRH1fU0S2UF5Fr8qsKsjysurHp2FGlejcLpHxVS6PPDSZEHrPPBpGo9QQU1Ugk9GQSBSRyRRQLBagqmVomgZqfOyuXL2oGl8AahxrvJ2goeqIA6hW7lYAACGtANpA9zG2QlV9KBaDyGTCSCTCCIWCyOV8CAToOwCqHg1LpaojDkJGekHkDWvAei8Yi+PrtVWzzv82phU1abLvg8GsnovyWnU5Rpp2JybMeDaWbYyr4UNvz3gmDYI1IrSVAVLDjARuC23V98rS87w0S2a3dBWZDPXKbJbXia7iwcMEgmd81QteYwXk2iWfVkbDmM+MlizMLJ5vcEXarEjbNpPPSFOEZspspdXbsSKaKbOBJ75kopgsSlBqb9wW2ZiH/y1TxOzqLmavz4yGTBl00qfakZmPE+kWhFRnuYx7u7JZalxlMtQI0DQaxvZ21TrWUJFI5JFOJ1AspjjHGlkAg6Cu2NnerrfTEkMzGI1L5h0xAerlEaBeEP0oFFqRSnViaKgTpZIf4TA1vrq6qksNCaHLEJkjDvauCKHGmKJQI43VJ94jIlBbDwB7dc3MaKmR1KRpFYUZm2Y7MH4jsrbByJNVc2ynXRCVacxL8yhg75sYErDl1YpSS9xUfJnQVoabEVYvqDGh7Td2duLdlrlRXcWYvlkyO9VVTMrwlh16GK/wjK964aQBdNpYusmPKN5OY+lUI7EbN1oy12MBNEtmeQaH6d0TWZbXqfEzGq/TqcxWg7b8TBdT2tmhyVZ7u/L56rldQ0PU+OrrozNg5TJ1rJHN5pBKDaNQGAIhCdB9XQVQr3+Jyv1oGV5B+Hwz4PMtQSCwDD7fYvh8PQAATRuAqr4JVd0AVd0EQgYqvDYbvPHVD6AI5oijWOxCKqUCCCKTiSAYDCAYrHXEoSj0Pfl84r1gPp94Lxi7ZzT8NtygudWcu9VsOKXTaBNdj76vh0kLJ4ACeqCzndlep43MmArtEG71k271xWMpsyje1f7Wg4fxA8/48uDBw5jD7X5UtLSQN7TYxcKo4TRyb1ehUDW+Egm63FBV6UwYM756e6lr+VIJ0DQV5XIWxeIwSqU+EDIEalyUQM/0SoAaHqNjfIVQxCLfZhwV3oATwrfj8FAOc/1lEADb1CCeL0Twr0Irniu2YGs5iNKoHBHKliPGQedF0gACICSMYjGHVCqIfL4DwWAnfD66ryubrS4z9Pvpe/L56H+g6ppe02qNL7NDmfkwdomWI3rw4GFiwpv58jBe4Rlf9cBs0T4Pvte3ms435jHSl63pNuNFVL6MH+Mac+O9jD+z5QijIbNdWjxfZnQakJn3VkiIAqv9XFbL4d0U2RgvW04vi7fzmmVLF81klslrRsNIh1em+ThjOFCd8WLLC5lxVipRQyubpbNbbN9XPk+NruFho2MNgqEhDYODGgYHVcRiBKUSAZAC9e7XB2B75X8etAKUUDXERsexhgqCaLmI9eUE0pko1mEYk5ADgYJhtGAXurEFUxCDHyoCqGc21jk00P1uzBEHLZeQFpRKGZRKAQDtANoAAMGgAlVVEA770dLig9/vQz6vwO9XdBf/rI6wvWDBYNW41rTac8EClV6PN7JYHWH1wTj4zi722wiz78usCWZ5jOll5RjpGfPLaNqlYVYuzxsPs+9W+B9AjYdXVO5ZOFAzI6bYZVj2QKzi3RRaFOe00ePzuSmzmUx2dBUZj1b0rWR2Q1fx4GGCwTPSncA4XGrU9oy9tFkDxIeLNFZZYyNqFO00ZqJwWZnGcoxyifLxmi5Ppxkyy3jlZTO+A9mzcF1mPq1ODFAUEEIvqmgqNUXwRkIzRBbR40Uyhskelew1G2nxNER0jHqErO8WVSE7/S1Tuo1eDGUXM77YwcnpNL14pxoDA3SJYV8fMDBAD03OZBIoFoegaX0A9lSuvsrVz10DoMsOM6AGmNtKgwIgBKADQA+A2QDmAZgLgpnQMBkaWqEigDKoUaYiABVtIJgCglmV9PMAzKrQaAfzUOguNNBnkAY1VAdQ+6z6UX2We0BIH0qlKDKZJIaHCxgY0Lj3QN9NPF49c43tz8vlqrOYVu+f1RN+ptQOjF0CC+Nht8k1o2VsH4w8GL9Fo/5tvEQ8yb5B4/fLpzd+n2b09d/0T22bqCjVaka4/+zeqh02CmEs2Cq9W0KL4kSNnqxsOy+6EZkb0VWaJXOjusrbCMViETfddBNWrFiByZMnIxKJYM6cOTj11FNx1113Oaa3evVqnHbaaejp6UFLSwuWLl2Kr3/960in06b5Nm/ejJUrV2LOnDkIh8OYM2cOVq5ciS1bttQr2qhA0zSsWrUKRx55JDo6OtDR0YEjjzwSv/jFL0AsGvV6n1W9UIgVRx6QTCbR1dWFxPAwOjs7R2qGxgZM1CDYHdXh0zOYxQt7N0G5VnnqoWekKWso3ZbZLF7U2Jvx5aLMRP8Dg+v4+jsIt0Q2yydS2GR8yB6njD87kPEg65dliin/my05NC4vZHu72KHJLI4tL0wmax1rZDLV5YWDg1TBL5cJCoUCkskUYrE44vEEMpkcNE0FNa76AewE9WwYBTU0mgu/P4SurtmYPn1fzJq1HD09e6OtbQp8WgmB5GaEBv6NcO8TCA0+h0B6BwgUqB17oTjtSBRmvguF6UdB7VgITfEjnR7C4OAm7NmzHv39ryOR6IWmlZouAxAGMAXAHABzAUwD0Aq/34+2tlZMmtSFyZMnobOzA+FwCH6/gs5OYOpUYMYMYMoUei4Yc8TR3g50dND/vCOOUIhewWB1/xeLY8sX+Vkxo55q53thsPMd8jTroSGjY/U9y+wOpzSs2ig7vFZiqnQIQXUWzISQWWNhV0BRWL1Cm/VtTl6GDI3I7IauwtAMmevUVZLJJLq6u5FIJKh+hqrOdjuYb9XRQxbA+UANP3awa9cuvOc978Frr72Gnp4eHHXUUWhra8POnTvx8ssv49RTT8U999xjm96Pf/xjfPGLX4SiKDjuuOMwffp0PPXUU+jr68M+++yDp59+Gj09PSPyPfPMM3j3u9+NbDaL/fffH8uWLcOGDRvw6quvoq2tDatXr8ZRRx1lm4/RgqqqOPfcc3HfffehtbUVJ598MgBqVOVyOZxzzjm488474fONnHOq91k1Am/ZoVMYR3hkaWTaJB9mzC8LtyoLEDfIZnlFjZ+MJ1m5ok7MGNcMmUX5RKNsvFwyenXITJg6QADCJo8JpFqCkZyIHTMWDcU3JLLslcnKMMtjx1gz44cvR/TJGONF9HlDix2MbGZ88bNc9PBjmo7f28U71kinqdHV20sPTk4k2EyJinw+i2w2hmJxAIQkQZ1V5EFnuJIYTccaIVLE3PJWHJvbhnclHsFhioI5GYAQDbFMBjuTMWzLD2G3OoxEhacpai/m5J/AguQGzA3cgUm5VkDxYUcOeD5B8EQOeKZMkEXVWXxzoVVKSoLOhhUBhKFpQRQKXUgmNZRKYSQSrQgE6PLBSZPo+2DGEtsLxhxxMIOKLU1ke8EYjHWN5eGXMspc0/OQ6bhm36dVk2kGO/qulZ5tpME/A1mZfDqZbDIZrGTm2SPcL8LdKNz5YYqoIJlRICu4GULLjBarhtquAVOvzDKe69FVjHQbkblRXcXOBzPOkcvlcMopp+D111/HNddcg6997WsIskMMAWSzWWzatMk2vbVr1+KKK66A3+/HX/7yF5x66qk6nfe///147LHHcOmll44w5rLZLM4991xks1lceeWV+M53vqPHfe1rX8P111+Pc889F2+88QZaWloalNpd3Hzzzbjvvvswe/ZsPPXUU9hrr70AAFu3bsWKFStw99134/jjj8dnPvOZmnz1PqtG4c182YA+8xWLobOrqzbSTAMVwWzEx2o0yA4tJ2Vb5Xdatt1eng9zS+ZGZHFYNqkJYp24/scWeSevwi2R660uIjqAfVpu0eFpsXsz44tfVsbSlkrVM7vYkjR+b1csVutYI5WiRteOHdQAGx6me74ISULTeqGq26FpO0BIFHQvF3OskQJdVsf2NjUXAajoQQZzEcNeiGI24uhADj7A9gJHBYAGBQm0YDcmYSumYCcmI4o2qKOyQt0PoAV06WQH6J6vAIAQFKUHfv88+HwL4PPNhKK0IxBQ0N0NzJ4NzJtHZ786OqiR1NpKDbPubqCzkxpjikJnuyIR+jsSob8VheZh+8ECgVpDy2h8NXvQX5SeQaS32v2mRHnqSe9Ws21fZqZkV+4JAMXQ2toRxE7hbgrttGyRHFZl82kbKdcu73boNKNsk/xmM19/wNjMfH0Mzma+rrrqKlx33XW45JJLsGrVqoZ5OPfcc3H33Xfjk5/8JH75y1/WxG3fvh0LFy6EpmnYuHEjli5dqsf97Gc/w2WXXYYlS5Zg48aNNbNEmqZh3333xaZNm3DrrbfiU5/6VMN8ynDbbbfh4x//OK6++mpcc801luk1TcPs2bPR19eH22+/Heedd15N/O23344LLrgAs2bNws6dO2vkqvdZNQpvz5cTiD5+Jw2KFQ3RCJMZ/XrLtqv1Oi3bqJlYpWX/3ZC5EVlspCMAiCJwjKzAjs01grxoIM8hS45Frre6iOg4odUoHaORZbV/x+i5sFCgxlU+XzW8+H1dbG8Xc6wRjdKlhkNDBNGoini8gFQqjUwmjlwuilwuinx+CMViP1R1FwjZAWBr5doBuuwwgeZ4NfSDGiazAewP4EgAxwFYAYJDACyq7OEKA/Yceesg+hUGwVQAewM4FMCxlTKOBLAf6J6wdrjfffBeEJnDEvpcCdmBcnk3isU+5PODyOWiyGajyGTiSKUyGB4uIBpVK++MvsPhYfpO2Wwm2wvG9oPlctV6kc9XjXE7e8TYPjFWNxttwqzSG7+Ver4pUZ560sv4bbbMejurAMxBB7tsCWKncDeFrieP2YsWVTI3ZDbjxUl4M8quZ4RugqFUKuHnP/85AOB//ud/GqZXLBbx17/+FQDwsY99bET8/PnzceyxxwIA7r///po49vsjH/nIiOV5Pp8PH/7whwEA9913n7DsTZs24VOf+hQWLVqESCSCrq4uHH/88bj99tsbE8oCzz77LPr6+hAOh/GhD31oRPyHPvQhhEIh9Pb24rnnntPDG3lWjcJbdjgeYFwG4RYtGYyjam6inhkmN3hogiw1M1xmFhaB7bLdGBRsNJ8btJ2U7abMItpseSHvLIFfXshmtzSNGmTZbFUBLxare7t4wyudZocpq4jHc8hmMyiXsyCkCDqTlQQ1EAZAD08eAp31ai78/iDa22dgypT9MGXKckyatBjh8GT4tBwi6U1ojz2NjmgALfEElFwS9ue9KBT40NoyCbO7l6Kz511Y2H0MCm17Q/OFkM9HEY+/iaGh9YjFXkM6vRua5uaCRAK6dLMMOmPIEAI19NpAjb4AgAwI8aFcDiObbUU83gZFaUE67YPfT/d5aVp12SE7/ysUql1SyO7ZUkOgWoeYbsvrf43UebfTM57shDul41Z6K1r26FStLcKmvEbkIzWpLQtx2oAB7jW2TmfiWNnNqnyjgXo7gQZ1lYngav6ll17C0NAQZs2ahcWLF2P9+vW477770Nvbi+7ubhx33HE49dRThXuVRNi0aROy2SwA4LDDDhOmOeyww/DUU09h7dq1NeHst1k+Ph2Pu+++GxdeeCHy+TyWLl2K0047DYlEAs899xwuuOAC/POf/8T//d//2ZLBKRg/+++/PyKRyIj4lpYW7L///li7di3Wrl2Lo48+GkBjz6pReMbX2w3jrdF9W6L2GZMRISY5XRgUnGhwQ2az5YUiT3Vs5otdor1dvGONVIoaXcyDXirFnHOUkU7nkMkMo1SKg5AM6AxNGtSZRhrN8V4oRiRQxt49wzhu3804cVkahy7chJndrVBLRQz19mLnxtex7dXd2F3KIZknIwbLreD3EUzvyGDOXruwYNlazN0niykzX4USCGB3LIs1m4fw+IY+PPN6HK/nVeSa70sE9NkWQZdyDoF+bW0gxI9isQ3pdDcUxYd8PoRQKAi/ny41VNWqQw22FywcpuEADWdGGW988WNCikLjWb0yW4442ni7txu1UARjXKPzzbkON6YNJxregR1fMpms+R0OhxEOh0eke+WVVwAAc+bMwVe/+lV8//vfB78b6Hvf+x4OPvhgPPDAA5g3b55luVu3bgUATJo0CR0dHcI0c+fOrUkLAKlUCtFoFACk5bB8g4ODyGQyaGujx4GsX78eF1xwARRFwb333ouzzjpLz7N9+3acccYZ+M1vfoMTTzwRF154oaUMTsHkMHs+c+fOxdq1a2tkrvdZuQHP+HonoxmN3wRsUBvtwiegyJaoZ2VJo3BiKLC0RgOM3+/FLztkxlc+L3KsQZBMUsca/f1VxxqqSqCqZZRKWRSLcZRK/SAkATrzlQNdHpcGnfEaHUVQKxSQfWszBt96HlsfiiKCOAZQqDEH46jfvyLRNBQHBjA8MIDAM88gCzrfpAAYQARbMQlD6EEWk6GhDXQZZLPBjC8mYRlABIQEUCp1IZ0GisUWJJPtlZkugkmTaE7m0bBcBvx+BeFw1YgyHsoMVMOBqvHF9oBZ1U9jvJMJE7dWhI0G3Cq7WTLXvAYuU0Nsj9UDr6fcd2KHNA7BlHYG2f4lZvCsXbsWzz//PC677DJ87nOfw4wZM/Tfa9euxemnn46XXnqpxhGHCKlUCgB0w0iE9vZ2ALUGIstnlpflY3lZuv/93/9FoVDAD3/4wxrDC6BL937961/jiCOOwE033dQU46tRmZ3mcwOe8VUPRJtieYimymW7nM020hrT2P3Pl2d3A69oV7eZbFZ5RPy4JbOoTFEau++B271NoOi9N1tq6LbIZq9g1ETGyPRG+kaemiGziCfjPhrjni82wwXUnuHFG1/M8GJ7e9ihydls1bFGMll1rJFIAAMDBP39Gvr6COJxAk0joHuQkqBLC3eDnktVBjW4smjezBc7aLgbwGQAnQBCUFFAHP3YjM1Q8SZ2II92FFw7iYuASpUFlbYariCFCHZjOrZhbySwCBqmg54DxjwUxkA9PabhrpMRdi5YsnKfqpQbRLk8BeWyH9lsO+heuGDl8GV6CHMo5EMgoKBYpEZYS0t15guoekpkhzKzmS5g5IwWXydZOpEjDnZv9m3V06zKIEpv5zsUpRfRka38Mvv+reQyi7NtZJFq+8zaasoL0Zcj1Ox6NC7ha5bQOlMmjaeMlrXQI2nZaVzd1lXclNktXUUABQ0a3XWAlbdz584ahxuiWS8A+ixXqVTCRz/6Udxyyy163H/913/hH//4B/bZZx9s2LABd955Jy644IKm8V4PNE3DI488AgD6njAjDjvsMLS3t2Pt2rXI5/P60sCnn34av/rVr0ak37x5MwDggQcewLZt20bEf/CDH8QHP/hBdwQYI3jGVz1gDYKToXrAPD3fwPCNjx2jSNbAicKMZfBxogZR1LjxcaK8Zj2uGzLbkddu2YRUW8tKhy06X8auyGZ9nJFNu0adMYznRySWE1j1YzJjj49rRGaZHiTiU7a3i+3vYnu7CKGGF7+3i53pxe/tisVoGhpeRiJRRC5XQLlcBCFlUEU/DqAX9Nyu7aDL3licyl3uGl8+XwgtLTPR1rY/2tuXobV1EQKBLgS0DNrzGzEl/RQ602UEszEoZed7u+pBMNiOSa0LMaf9eLS0H4t0eClUXwtKpWHkcpuRSq1HJvMa8vkiNC1nTdA2CKiBVwb1JMl2cgRBDTGA7gvzA8iB7gXzI5sNI5EIIxgMIZv1w++nXhBLla15ilJddhgM1u4FY+E+X7XOBYPiOitrJhn4tMbvhw830mJ1XEbbSme3Mnxk35yZ7lwP/WbJbGbcCjVuvt82FtAMoWV5RP2kMU4Wbia0rAF3U1cZDZmd6irjFJ2dnba8HfLL3UQeBOfNm4fTTz8d9957L1avXm1pfDF6mUxGmoYdHMzzx/Mhy8sfOMzyRqNRfVbIONsnQjQaxezZswFQI+u3v/2tNO26deuwbt26EeELFiyoMb4aldlpPjfgGV/1wqqxlmmdZqNqsjJkHYWdcLORKmO43YbRWKadspsls4wXWVlGrWOEfBjRcTsRWZROZLiZpTey6qbIstdpFd4smY1geoKoPxelYQYYv7fLaHxls1XjK5Wixhf1Zlh1rJHLqUgkcshmkyiXM6h6KkyAOtVgC/rYeV7NRXsbsP/+Go5fUcaJx5dw8IEFTJtWQClTwODrRex4poxt/9LQ+xJBus+5buUUPgWYPh045FANC04oY94xJfQsKSAQ8WFPfwEvrS3hiSdVPPWMhtc2EqTlfVkdIKgaufyCygCoARYDnRkMgjri8KNcDiOXa0c83glCfEil/DWOOJhLeeaUIxSqrbNsOSJ/5hc7gBmw1+TzEH2T/H87TZWsLJE9IBo0sRPO/5a1e7Lm3Gyghf/thswy1MQzOoohgdEAa4bQTho9s0bSqdBOKoCsjLGSuV5dxaTx82N0FkYby3SChQsXCu9Fafbs2WNJb8GCBQCAeDyOVCol3Mu0c+fOmrQANUQmT56MWCyGHTt24MADD5Tm6+np0ZfqaWyzLICLLrrIkj9+BnDlypVYuXLliDROXc0zOXbs2CFNI5K53mflBjzjqx7IGmsnDRyfv55GV5TXahRJ1ICalW1s1MyMsbGW2awzrYQT9kdYNsCcalmxZEdkUd9nx4gShTcg8oj0xrRW5fI0ZHw6lVlEl//NLy1kF+9inp/9Kper+7p4xxr83q50urrvi+3t6uuj+7tSKUDTCEqlMnK5LLLZYZTLMVDHGiroTEus8r9Ze7sUw38A6Qzw4lqQ9f+C9usk1GAGqq8MlRBo5TK0YhGkWKRWZbMtL4CW0dsLMjgI7Z//hBoKQQ0EAEWBpgahltugFTpBSh1AuQW1Pr+I4b9rTKG6F4w54kgA8KNUakc6XQIhAWSzEQSDBH6/go4Otv+LGlLsPhSqXXbI6i7zlMjqYUXkEeeC+SsaF4vjlyOK6jhLazb4YTZ4IdM9zZpt43fH068Xdppzu+2nE5mNdEbIIGjP9TSKUhNu01yoZcROH+a0gZaVZaTP0xGVLWu4R0NXaUTmRnSVCYxDDjkEiqKAEIKhoSHh7NHQ0BCA2j1XMuyzzz5obW1FNpvFmjVr8K53vWtEmjVr1uhlG3lZvXo11qxZgzPOOMNWvp6eHrS0tCCXy+GHP/whenp6LHl0G4yfV199tWZZI0Mul8Orr75akxZo7Fk1Cs/4qgei0Rqze/63WTjfkNjR2EWwGn60Sm9leNnpFY3hzZRZVIbpewBAAMKFE6LUKkJ6eH0ii/JZGU9O4FhkZeR/3hCzy4NbMrPf7GK/2X+RV0Pj3i5mfBWL1fO7CoWRe7vi8VrHGvF41anGnj1V40vTSlDVDFQ1BlXtA1XiVdAZsASaZ3wFQfcqTUF1b1cQJZLHQKkX60qbkctk8BoS6EBKd8ZerFyj5eqDAMhoGrYVCugtFPAiqp1HEp3YgS5swhwMYjFKmAkgjOo+rSioAZuCu7OGBPQJ8I44wiAkgHK5C5mMgkKhDT5fB3y+CHw+gq6uqhHl89E6EwhQRxzMjiWE3jNHHLx3RPbf6ICDr/dWe8HYPf9N2G22zb4zkT4t+x558PRkPMiaaWM74mRgpxGZjbQMoQALrymAcPlI1UBrhtBGxqwENeuH7QktTu+mrmLki6VxS2a3dJUJhhkzZmDFihV46qmnsHr1ahx88ME18aVSCU8++SQA4IgjjrCkFwqFcPrpp+Puu+/GH/7whxEGxfbt2/Hvf/8bAHDmmWfWxJ155plYvXo17rzzTlx99dUjDlm+6667AKDGqYbf78cpp5yCBx98EH/605/w6U9/2oH07uDoo4/GjBkz0NfXh3vvvXfEIcv33nsvisUiZs2ahSOPPFIPb+RZNQrvkOXxBLsavll6szyihs6s4bWT3gm/dvI4lbkeNFlks3zGvsoWuy6IXA9tM+VJFmYlsxVERhm72J4v0UHKuRyd6Uqnq54MmWMNtsRwaAiIRjUMD5cQj+eQSqWRSiWRTieRzQ6jUBhCubwHhLD9XdtB3U4MgRoO7ps6ihJGKDQL7e2HYsqUMzBjxkrMmnUpps24GJ09Z8LXcSSy4bkY9LVgD+jJYkOgJk0e7rq1sAIzRZMVHvoYP742ZMPz4es8Bl09Z2HGjE9g1qxLMWPGRZgy5XS0tx+CUGgmFEW84bx+EFRd0A8C2AX23jRtF8rlPuTzQ8hm40in6XtOJtOIx3MYHi4hGtUwNERnQtmhzMxYZ4dvs2Wr+fzIA5iN+w/r1QHdaLZlgyhO2xiZDFbdhKwNNSuvWV2VjOeRCSr/myW0k4dv1wByq8x60GyZZXTsPAsZGVR3iI7WVc8buPrqqwEA119/Pf7zn//o4eVyGVdccQW2bNmCjo4OfPzjH9fjbrnlFixdulToPfCrX/0qFEXBb37zG/ztb3/Tw7PZLD7xiU9AVVV86EMfwtKlS2vyrVy5ErNmzcKmTZvwzW9+sybum9/8JjZt2oQ5c+aMKPPqq69GKBTC//zP/+C3v/1tzVJEhg0bNkgPZ24UPp8PX/nKVwAAX/nKV0a4k//qV78KALjyyitHnJdW77NqFN7M13jERJpKd4tPF2Vu9jjYOBS56RgNPo1GltGxBtvXxR+anM9T5TidrnWskUpVDa9YjHk1JBXHGjnk81mUyzlQg0oF9dK3G1SB31n5zRxpaNzlbu1qbwf2XqThkIPKOPSgIpYszqOrK4ByJo/kljxi60qIrtWQeJOgMOxq0a5hcjfBXvtomHJwEVMOKKB9QR6BVj+Gh/N4480iXlxbxkvrVLy1pRl7wYqodcShgO66yFTug5X/WVBHHEHkci2Ix9vg80WQyYRqHHEoStXJht9f64iDd03PnHQYJ0EUpboEEaD3oskCt+GU5mi2O81q59yiSyTq8rhsmidSp+HBNk4++WRcd911+OY3v4njjjsORxxxBGbMmIGXXnoJ27ZtQ0tLC/74xz9i+vTpep6hoSG88cYbmDFjxgh6hxxyCG644QZ88YtfxGmnnYYTTjgB06ZNw1NPPYU9e/Zgn332wa233joiX2trK/70pz/h3e9+N77zne/gwQcfxLJly7BhwwZs2LABbW1tuPvuu9HS0jKivNtvv13fw/WNb3wD++23H6ZOnYpYLIb169dj165d+PCHPzzCFb1b+OxnP4t//etfuP/++7Fs2TL813/9FwBg9erVyGazOPvss4WzcvU+q0bhGV8e3tao7Vi9Touh2f231SwAv7yQnzVg53XJDk1me7uYgZbLVWe70unqzEQySWczBgbo/0yGGWtlpNNZ5HLDUNUkCGHzRwlU55SyoOd4jRy9awxsHFYBq4uBYgnt/dsxY30vFkX/hf1fDmBKxIdCsYjBWAw79uxBcU8vMvk0Ci5z4xYCuSQ6d7+GWSSOeXvWoKe7G6FgEIM5DaWhMnb2FtE2WIKvpIIaQwA1nJhh24hBS1B1xsHAjC/2ToOg79QPVW1BLteJREKBqgYRDtO9YG1ttR4OZXvBmIMOdg+MnAxgdZY3vFi88VBmu5Muo4XxYBg2j241Q02/wC9HHO8HN3uGlyOw2ajRLrMefOMb38ARRxyBG2+8Ec899xxeeOEFzJgxAytXrsRXvvIVxzMvl19+OZYvX44bbrgBzz//PDKZDObNm4crr7wSV155pfRQ4WOPPRbr1q3Dddddh9WrV+Pee+/F1KlTceGFF+Kqq67CokWLhPnOOeccHH744bjpppvwj3/8A8888wxUVcX06dOxePFifOYzn8HZZ5/t+LnYhd/vxz333INf/vKX+NWvfoXHHnsMALD//vvjE5/4BC655BIoku+n3mfVCBRC6l0s8c5BMplEV1cXEsPDrrub9OA+SM29Z3yNBezs7RLFmZ3bxc7sYs4zVJXOeiWTdIlhKkXTlcsEiQTd09XbSw0w6tVQg6qmUCwOoVDoQ7EYhaqmgZojiplnQxbuFkIAugD0VC66t6sDGeyNXTgEb+BQbMLe2IkuZFAGXUwXQ9UkHK/GVwRUMrZrrQPU/BlGB97AXLyIfbAWS/AWZiONVtDZqgToc2bS1XsstAi+Chc9AKZVuKIHQvv97QiFehAOT0coNBV+fzt8PuqIY9o0YPZsYMYMoKureihzRwf93dlJzwmjBzkD4TCdMYtEqJHGjCqjIw7RajXjiilZuIfRgNj48l7BxEAymURXdzcSiYSunzGd7X7QL380kQFwJlDDjwcPRngzX41C5JXH6r8TmqLforJYGCAOF5UrKofBbFOBmcxm/LksM2Ebpo3/HRbD0CyR7YhmU+S6qpSTV9Ps18znE3k15M/sKper6fgDk3njK5OhxtfwMDXAmNON4WGgv59gzx6C/n6CdJqAEH7XUhTAHlAjQKuEp9AsxxqKEoHfPxuBwDIEAvvD758PRWlDmMRQUNdjZ7kNWjmFbeoAIsTVtXlNR75y9RvCc0oEA/7Z2B04FKXA8Wj1L0NA6QIhKajqNpTLG1AuvwpVLYAQN40voOqIww9q2IVBZ766kMspyOVaQQ20MBTFh44OBZqmIBCghzMXi9R4ikRofeKXEzLji6/zbDmiolRd2LM6zRtWxpkvGcy+c9l3CThvV2Q07LRRojLraZfstG1OZLazvLOmDEDYfxD+RqneK6ij4beKYwyPhtAinp12LKMhs4x3Pr8FJtLMl4d3Fjzjq1GIGgrRsCb/30obN9IUNXJm5Zrdi+iye7PG1oq2iGf+fzNkVqr/ScXDVW2EWIzRElnGthG8gmbnsZiVJYKRLv9fVB7Pj13Z7PDBz3Axo4pfXsjcyfN7uwihadjeLnZoMpsZY3u7olHqLIF6NQSSyTLS6QIKhQJUtVQxvMqge7n2gO7v6kXVq6EKOreURzPO8WpvAxbM07Df0jL23aeIeXMKaG31Q80UUNhZRPaNMrJvaMjvANSJZXtJ0d5O0DNPw+FLy2jdp4jw7AJ8rXmkMwVs31HExjdUvPaGhu07CUzOuKwDBNT4yoC+yzRoV+cDNbAJ9zsPwA9N86NQCCGdDiMWC6FUCsDvpzNdZa46lErVmS3+XDm2R4ztFzMO6jDDi/220nHNvnNRk8po2R0EEX3ndrsMWRpRG2PFg53//L2sjMbKZj9gWClB9HCFu6/pX8wKtsOIMd1oCC0Ks6urWJXrlsyi9HY7bg8eJgA846teWI1AMZiN1hh7P9Hok6xcUdmieNmImUjDNo5GGdOL5BLxOFoy80kV6COUVgNpoymySNGSpZXdO6HN0siqhlUfJnoNstciC+dpMaNKdG6XcW+XptXu7WLOM+ghyFVvhsyxBtvbFYvRpYXMsYamEWSzJSSTOeTzKagqm83ija9eUAMsjtrlhQRoaNZLwUj/V0AYCqaTKJarG3B8aReWF9vR5Q8gX8yiv7wb29RN2K71oQ8F5BoofTwhQvKYQfZggfoy5pcymFZcj7C/BbFiGa+UU/CpcQxpw+gjPmTANnBrhqued8GMrzLoXi8G3hFHqPK7AHoocwi5XBsSiQ4APmQyfvh8So0jDjbbxR/QzIwqQqpnfwUr29rYt8Vmulg6QmrPBWNxRuNMBJnOKWo7eDqyZtbOBIJZN2PGj6xdMmtLRG2PDKL0TrsjGYTlsrwynkQNrGy2R5TXtHBJGca8Ihpu6ipW/DQic6O6igcPEwie8dUInGr4xnAeZlqvrEeS9bhW/Fql48sWpZcNscp69QZlrpnVIgC4kUr9zC5SDTaSl/12W2SWzphXNEgo61+sXrPM4JLJKBuklPFiZQeLZGY02MXT5MONz4k3wETGF5tZYHu70mlqbGUy1aWJ8Tg1vPbsoZ4Ns1n+0OQMcrkYVDWOqmP2BKgBlgFdjsaUfLcQBjAJwFTQXVCdAAIg6RTKG3cgv3ED0ngDCewCkEMedF6mAGoqvJ3UCC2dRvm115B/7TWkQZ9MGEASbUhjLvLYB2XsA4JlANpBDSbmyH4I1DBuZKebyJAugr77YVADLAfAj3K5BdlsNwAfcrkwgsEQfD6grY3WQ6A6qxUIUAOLzYgxo4kZX7xRxv9n+7/4Q5zZN8EGIIzfKvsmZWNVPETdkVkXItKXzZptEX+yNkhUjjFM1o4YyzaTWcSnkT+zOEtjr9KvEChQKo45SE1fo+jpqkEShswMJ7NRsGYILaNl1wi0k9apzDKe7OgqEnjLDj2MV3jGV72w0q5laa3oyRpGKw3aqmwrLd2sbBlNO/yawbbM1ShSk5Yzymy8Djt9WCMiy/LLDCJR32X1mq3SOEkr+m3HWBP9loEZVfyhycbzuoyONQoFunxQtLcrFqs61iiVSGVvF9DXRzA4SNMRokLTCtC0FFQ1Ck0bAFW4VdCZkOHKf7fNHQU+XwSBwEyEQvshGFwCv38OFCWCNhJFofQKtpYUkFIUb5X7ESE5aKAmR6FylVzkZqxRAN0HFgfwJqoL/XJKCHsCU7E9uC9KoRXoDCxDQOkGIVmUy7tRKr2OUuk1lEo5EOKmmxGC6mxYrPI7CcAHVe1ALqehWAzD56Nu6BVFQXs784KowOejBj9/KDMg3gvGDDHe+GIGFlD7nRkPZbYDqzZIZsiZ5RGlYTAbuDJOTMgMLtHvRnRsM33fTh5rmZXatpEfAawYYMwg01demDE9EYQ248fOi7ZTXjN0FQ8eJhg846seWE2h2E0/lg1Is8sejzKPEd5p/QavYBqXFwLVvV1GxxqqSg0udrAtc55RLlODa3iYGl+JRHVPWCKhIR4vI5UqI51Wkc0yBTsBqmAPgB4FnAKd4SqAGmI5NOOI4vZ2BfPm+rFkcQCLFoYxY0YEkXAEWjqM8u4QSpsDKL7lQ7RXAcm7Xvy4AnNjYhTT1wK0z/LhkMVBHLkohMDsCHytLcjlNezZE8LmtwLYtNmPXbsUpNJuc8WMLx+oqRsC4AMhnZV6GgH13+gDXZboQyTiR2urH+FwAKrqQyBAPR0yRxzM7Tzzblgu1y6lFTniCASqM2bMYAOqum2jzaedSQsn7VAj44qNwmkZ9RiQjsodjfZ7rIQej/12A2V7M18exis846seOG3oWJiThtBpo+mUjluNsgxjKbNLaPYreDuBn+Hilxnys1y88cWWF/KONcplOuOVTlf3djHjK5GgTjWGhuhSQ2qYEaTTJaTTORQKWagqW1pYAjW8eivXHtAZDrbEsITqnqB6Z75Ytx4AU9IBBW3BMOZ3FnDMnD4cu4+C/ffqR3tLENlEAn2tb2Jbeje296cwEFBHGCXvFIT9ZUzvSGLBzF2Yv2Qjpi8uoaWjA4lMEa91DuNf+X7kB4qIBiNI1ZwHxpymsMOvnYIZ5mwPYArVd8cccQQrvwsAAlDVAAqFCNLpFgSDLSgWQ/D7FUQi1ZkvRaF1lO0Fa22t1nVC5I44mPHF0rB7ZoAxw87JjNgIiV1ue0ajTWy0DNmqtvHyDJsCp0K7qau4Bbd0FQ8eJgA848spzKbZ+YZLlsZsQ41oyFO2fkO0aUhETxQvWmcm21jE5xXRsJLHThpCKssJWXpjGkZGqQkze4SycON/N0W2Klv0W5TeWJZT+iKZ7OzlkPEko8/nN14snJ/5UisTTao6cm8XM76YUw22t4vNkMXjwOAg0NdHZ7/yebq3K58vIZNJI5eLQ9NSoHt6mGONftCZr0FUlWs3oIDOjkwGPUeKndvlh5bIQH21H4UdryC3+hGkI1Eo/hKy5TLy2SxK6TS0VAok/041vQCSzUJ9800U+/qQe/ppZFtaoAUCyKghZHNTUEzPgZqeA5JdCKAV9H0mQd/jAOi7rdctCe/ZkqFqbNFdaVUviKoaRi7XgXh8EkqlABKJIHw+6gWRvUJmfAWD4r1gbJaLd8TBDCv+2+KNLv4bYpfZd2gWZ9WFyMJF7YZVWyAqV9b+yLowUftkhJ1nISvfmNaK1xFhPG9QdE+IhG4OQ80SRAVQRB2L3ZcgEkwmiB2h3dJVeBjTyTrTZuoqHjxMMHjGl1PYGYGR9R58uIyOseEyS+eEL1l6/r+sXKcyyxpPU5lRNbJGpFNq/tkhZxbeTJHdel1O89mV2SqN1SCjyMACavd18WnYzBXzXMgMsmKRKq/5PI1js2GZDF1iyA5NZq7nYzFqfPX309mvfB4gREO5XESplEGxOAxVjaK6nDAFuvSwOcsLfb4IgsHpCIX2RSi0NwKBmVAQRJc2AFJah8Hhfmwc6Eey/DoiJKPPtyQrl/scTRyUVRWJyvRmAsBW0I4op3Rgd2AphkKLoYT2QXf3cvj9U6FpBahqL4rFTSgWFZRKWWhaHu4Z0wT0jeRA60wQVeOrBfl8GaoaRDbbikCAQFHo7Fa5XN3npWm1xpeiVPd8MeOLDT6w74vF854PgarDDl6fNrYvvKHGINJTZZB968YwK33YDkTliGjYbdvM2tp6Zr2cy1xLrGYvmJ6+ek8URe6MY6yEdlJOPZ2VWf5m6ioGeMsOPYxXeMaX27Db08jSjhaM00CAufbthFcnPZ0LEE0WGgfv+DiexdEQ2Q49p4/Fqcxuy2E0vkSzX2zWi9/bxcIKBbqviz80uVSq3dvFHGsUiwTDwwSDgwSDgxqGhghyOYAuHcuh6iGPd6zBFGm2FNFddHT4MGdOCAsXtmLBgi5MnToZwWAIJFUE2d0BbUsLhrYFMNCv0Mm4MYIC2siHQOd0mIN1gM4nFUHnfIqofzGfU7B5rKQxIuyDb1oA0/aKYMbCDvhmdQPtk1Es5jEwkMG2ba3YsiWIXbt8SKWawVUO1D0IAVuSqGntKBSAQiEC6pExDEXR0NICEKIgGPTB71dQLisIBhWEQtWZXEWp3QsWDtcOTrAlhYFKL8x7R2QwGl8MdvVXp22bnQGYemDWPjmFE6PSTlnNktlVuC20LN3bQVfx4GECwDO+6oGd6QGzhpCFyTRku1MQdoYvZelko0Zm+ax6chvWRc2sFjfbxZ/TZSWyEVYi2M3vtshm+fl4kQx2eZbJYKd8p6PZRsPKaGzxZ3axNPzMl3FvF3Mfn8tVja9EghpeQ0P0nuYjSCZLSKcLKBYL0LQSavd29YHu6+oHNb7Yvq4cqjNf9ZoVftBmMgi2v0tRFLRHOrBomoLjlyZx9EE7sWRBFi3hADJDg+jfuBM71Ch2D+cwFNV0V+VjAZ/iQ3trK6Z3dmNW9xRM7ZyE9kgLAIJULoeB5DB6h2MYSA4jmcuCjOESnnBARc+kHObsFcW8Q3Zi2j4daJ0cQyZXwhtbo/h3KAmS8iE+2Il0ygeiz1jxe/jqPTaAGewKqDnK9n51VGj6K1cRhARqDmUeHg5DVQMIBKrGF1Cd7QoGqYEViVTDmTdE3u08+waZEcYMMZFDDj4dg5ku7UQf59OL2ic3DCk77VK9erXTtrAZMhNSWY7I5anp4yr/ldpMoye0KN6urmJGS8TLaOgqEigwVSmaAs8c9GAHnvHlBMYhSGPDAVQbD2M6BrMGQ9RYWfEjom/MK+LZqqEU0Zc1nKKpEB419Ko0+DXyzK2vXZEZWatHZdaRuy2yjB8RfSvZZOGNyCzr5+yWbTS8eKcC/L4ufm8X29fFDk0mhP5nhlcqVXWsUSzSvV3RKD27iznWUFV6aHIqlUGhkIamZVFVuJnx1V/5nwFGOGioVyFXALSA7umaDnp2VwdA/FCSWSivx+AfWofAC6sRaE8h4C8jkM/Dn0jANzhIrcixtLwAaP4AUp1zUFh0BPr3WYHgXofCP2UOQAB1aDuKW9eg+MZTKL71AkhhO6COobP7fB7Krh3w5TLwv/EqAl1dCIbDCKoB+FNd8EWnQhmaBqQPBX0vKuj82QDo+4+CejJ0akAyIy4PWqfSYA5UqvUpCGZ8UUccQRQKrUgm6aHM2axfn90qFum3xYwmZnyx5YjsuwsE6H0wWPsd8i7q2ZJEYKROzb5BO+2mKI1IT5ell3VXPB1jO8jzbKQn45l/PmYyydoxYxqzbtYoV+MyKzXts0YUvSoqzD09QPeAAZXfHAGrF+m20PXoKqIXbfwvotdMXaVeg9WDhzGEZ3w5gbFnsNPrGSFLL9PYRT2aGX98g2TV28p4kjXAMsvCClKZUaMnORVZ1hHyrNs1XNwWWcarmYEm4llGx6nMxrJF1cBojBkNTF7hk+3t4s/tYssL2d4uthyL7e1KJunsViZTTRuLUcOrv58aYYUCoGkaSqUi8vkM8vkYVDUJqgSXQJeJRUGdMCRRn/ItgwK/P4JQaBpCoX0QCi1GIDANPsWPKeoehPIvI71lI3a/vga+8maESB6FCicxUFXezeOb60G5rKF/TxI792zDtqcj2I0Y4pgCBQSTMIQ5eAt7YQfmII1uaPBbk2watHIZuVgMsVgMvjffRArUrUlOacWewBJkQ0ciFN4fPV0Hwjd5OjRSQrnch2JxMwoFDaVSGqqarbd0VGdMGZRKWBjU2AuC1rsgNC2MfL4LgB+FQgTBYBg+H53d4o0vTQNCIWpoGZcjBoPUwAqFar8tfi9YIFD7/Rq7ILZEkTdyRN+3SEc2az9k7ZHMMLKyA+yk5/nkZTJLayfeqj13U2Y7cSMgapibLbQdmFmfdtPL4KauYlIum68eTYxlG+ph4sAzvuoB3yjItNhG6Mro26FrN73TMhzyYdUME4MTjUZENktrDLN6xLK8dvkQ0XeaplkyW8XZgdEIA2rdyRvP7WKONXI5es+cbaRSdGZreJjOgJVKQKFAKsYXQX8/QTRKUCgAhJRASB6aloSmRaFpUVDTpgw6S5FEdW9Xo4ZX9YEoioKOjgBmzYpgwYIOzJ07GZMnT0XAH4AvWUJgTxdC21qwbWcQO4cUKGWqqpcrF1scORpQQPdztVauCGjjXoaGPiRRwjbEkMIANkNBSyV9Fl0YxgwMYS+kML1ifJVAn2YWdCFeEe6Zs2Zgp7NlQReRMifwJKBA7QmgZV4rDlnQhQNmToHWPhWlcgnRaBE7d3Zg27YIensDSKV8IIQ3eRvlnC1HTKLiFgTMEUehUEKpFEQm0wJFCUNRqPGlqgr8fqWyFwwIhRQEg3QgAagaTMz4MjriYDNi7Pti54ixJYrsP69Xy2DV/jltP2R5ZDQa7QrNaDil7aQdbKbMIzwkCjIpoyF0PfRk+euh45au0qgMHjyMATzjqx6Y9XhWvWGjaZ3kcVpGk0D4pYaVpRm28tUp8lhBxKcV78b40ZTZqhobZ7/YjJfx0GS2X4u5jWfGF9vbxQ5Npu7haZpEghpe0Sg1xEolgmKRIB5XkUyWkMmUkMupKBY1UPU/BupUox/U5Tjby5UHNcAacayhgKr6vFuKABTFh45IJxZND+KYfTI4bFkv9pqdQyioIDPYj6E39qC3nED/cAGJYaK7GB8L+H0+dLW1YXZ3N+ZOnowZXV3oiERQ1IAtWQWRuIJ4TEFvXIGSp97X2lpaMWdSCw6aPBNHTCJY0EoQAEEqn8eeRAI7o1HsjscxnM1C1Zo/h0dQNVx5R/JBv4ZJnQXMnRvHzOV70LNkG1qnZJAvqtiycxgvtGShZENIxqYglQqjagLz7kTqeTkE1TqWQNWLpg9AKzRNhaYFQesLAARBiA/pdACJRADhcBCq6teNLzYjxoynYJDObrFBCYCGs71g/KwXCwdqlyPyExxvV13UrbZwbPuR2oKFHhJFy0AaxVjoKvVionT0Hjy4AM/4qgdOhhrrpSNL28jI1zjAaIg8VqhnYNHOzFwzYFxOaIzjlxfyYWyGS2R8sf1dxr1dqRSd3crnq8sL2d6uwUG6/JA51kini0insygWM9C0AqpKdBRVxxqDqC4v5JXsRvZ2tYKe2TWj8r8DClEQyOTRuj2O7tJrmL7z35jdmUHYryGZyYAMDiLZ24vh4X4o5THcKwWA+IPIT5qN6OKDgX2PRHKvZYh0T0dJJdjVP4TezduReP0tFMs7QApxAECxYzLiC+Zh99JFeHPxfGSnTkZAUZCL7UFiyyuIbXwehc1rQfLbAW3s9q4p5RKCsT50vLEGPalezNz4FDpaW5FT/cjE2zCpvxutvZPhzxwEhYRBoIEaSQOo1pc06psFYzNfWuV/ALS+tFXi2PwcW44YQLEYQSbTiuHhNpRKPgQCqHHEoSj0OwiFqBHV0lL7ncnOBWPfKe8NkY/nV62JVnPVu6KgHripR483OjK4ajuMhtBu6Crj8UVz8FzNexiv8IyveuCN0Hh4m0C0twsYuaeLhTHji7mN5/d2sf1dzPgqFquONRKJqmMNfm/XwACdAaOj/xry+SKy2TQKhTgISYMugmMzX+zA5CFQRZhwl4b6l5gp8PtbEApNRSi0N4LBRQgEpsIPBZO1XoQTL6MQ3Y7Yyy+iV9uGICkgSwiimoaMpqGoqhhLL4EAUFIV7BkO4I1NrUgMdSG9bioK4RnQiIpsliCRGEYsFkEy7afvFAqiqQBe3tqC7fEuPLaxBy0tU+FXFITzJbQnutA13ILOeAARbWwVClIuozQ0hNTwMKJvvAHF50NCUVBUIoj5FqLkPwzhwBxMadsXasdMaFBRLg+gWHwLxWIZpVIKqsocZzgFm3ktgxr8SuVinhHpLCmtpyFoWhCFQjuSSaBcDiKVCsHno444crnqskFNo2Fs5guo7vXilyPyXQ3viIOBn0njDS7RXjD+f7MxHrvHZnfb41Hmd6bQHjyMf3jGl1PY2Slstf5MtCnWGMfHG2nUs77Nbho7eTkeRx6IzGdRMGJ1hUsiW62m4Gm5sWLTjEcndOzQaobMxngrfplRJXIdz9zG84412L4u3rEG29uVSNCZrkymuhSReTTcs6fqFJAQAlUtQVUzKJeHoWlxUMW3CLrsKwHqfS4POtNVD5jyXL33+fzo6Ahh5sw2zJ3bhVmzpqCraxr8ChBK5dC6pw3qTj/e6C1jWzwHRS1ArXCQQ7NOEhPDB7owku3tagFtxIuait50ErH0dmzb1YbNSCCGyRV37CnQmcN+VI1WIJvNIJvdjT17SgB6AbTBB2AKotgbb2F/7MB0pDADGoKo7gXLgJohRYyOQxEVQJIQFMtlDFXkDwDQAkChuwwyK4B95rZh7owpKLVPRVnTEI+r6O0dxM6drejrCyGZDFT2gvEGO7j/MvDGPQ8f6JNIgBpgJVQdcZRRLoeQybTC79egKNTQyudpTuaIIxyuOuLgjapQqNYRB/t+2XlgbDkiu3jX9Eb39aaS2WhfjO0HYI+uLF0j7ZKsLLNu18iTWX4Rjwx2ZRalNX0XBNU+sXKjVL5aERQjwUaFdqqryOg7EbrZugoHBaM/cOSZox7swDO+6oGoxzJb02FsSOw0KqLGkf9v7MWc0BTxJAPf+BrLMjTupnu7XBSZ/20Uy+y33bbcgci2IOKdL8uMXzdllvWfzLDif/Nu4/k0zPDiHWvw53ZlMsxDYe3eLnZosqoS5PNALKZheFhFIqEimaT7vag5kwT1FziIqs/AMqiim0JjKr8C6rEugqpbiiAUxYeuti4smdOGIw9ScfD+w5g7kyDgI8gMDCC6cRj9viyG0iX0J4nuIGEs4Pf50NnSglnt7Zjd2Ylpra1oCwaRJz5szoeAlILB1DbsyvQBRda88273mVMSgqoh24/q8jmgJVTC9PY8lnb4cUT7fCyMzEJY0ZAuldCfyWB3MonedBrD+Ty0UdgLpoHWjAKoqVN9FgSdnSXM2CuDaQcNY8rSPrROVVAqE2zfHcfaVzX8R2tHNjkTqVQ7CGHPgJ3/xlzL1zsjxuqrr0LLD0JaoKplqGoQVTOxhHBYgd/vQyTiQzjsh6b5KsaXUnEqU6FaMcrYbJmqVr9bds8GRFg4fzgzIbX7wfg0LIzB2N6adVtOdGuzdlbUrhtpWnVNMr5kY5lmZY2mzEKDU5CRGNwA627q9TEjF4VuRFepV+hm6SoePEwgeMaXU1hpvWbatB2adofcnFoUdmHW+DqQq5ki2y1DBDuThnWKbIp6Om03yuefK29gsf8i44t3qsHPfskca/DndrG9XZpW3dsVi9GZLroUCygWNSSTRWSzeRSL+cqhyUyZZTM07NwmNq9UAJ1vaWRvlw90r850ALNA93a1QyEKQvkiOgczmPHmZizIr8PCyUUEFBWJRAKhXbuQ79uCZGYYijaGlhcAhELwzZyN4H77I7L8QLQuWoy27snwlVS07I4jtHEP/Ot3w/fmAJRoCubLIUe6V1d8CnyTOhBYMgfh5bPRsnQm2mZ1IRTwQYsOIbJ5EwLrX4HvtVeh7N45pueY+bQywpkYJu3ZiFmRPGan3kBHVxdKqg+IhbF7Rys6BtsRzO8PhYRANVh2LlgvaB0roz7jizniSFXu2dlgLRWazJhVQZcj+lAshpDNRhCPh6FpIQSDPt0RB1A78+X3U8+JbGaLELocUVHEjjiY8cXu+YvBapDHmKZevbte2KVpd8yQl99uO9pMmRvqsu3kcSp0PbqKUzRLTwE8o8zDhIZnfDUKo9XgZLhMtAbDLL9oFMnpejJRWtFImYEnXUyWlUC+5JAfpROw0AyRZUtoRLNYNkUeUY7dlRQyXozpZbTdlJmPY5fxNzO4+NF3tsSQN77YQcj5fK1jjWKRzngxxxq5HM2Ty9FZr6EhusQwkWD7xTRks0Wk0xkUiykQkgNVWHnjqw90b1ce0L3OMV949c98+f0tCAanVc7sWgi/fwoCIJjk60W4bz3UwdeQWrMeMWUX/CgjXS4jVSyikM9DLRRARnnaS0Htp0SIH3GtE4XSAuzOHYxw5lD4gzNRLJWwJ7sbmwqvYXe5jCxJgiDtuDwCBRnSgp3lGXipsD/SuX2xPj0TwUAA5exuFHJtyJXiyGs7ocGvL+khhv+jAaKqKEejyKfTSL31FoZDIZQCAZQQQprMgaYdiIh6GCYFFyPbMwMqAFUdRKn0FkqlEkqlJFTV+TOiYIMFzBGHH9AP5WbGlx9V4yuAYrEV6TQ9lDmXCyIQoAYVvxwRoEYX2wvGf9PM+OIPZebbK+PsFpsRYxANeNltA2VpjHRl7bpZHj5eFGeErA8RTezI2mzjmISbMotkF9GzIytQmQmr9KmUNjcTVvmvOBW6Xl3F+LtpQrtQUeA53PAwfuEZX43CqtGzM5Qm+y+7tzs8acarFY0RPFWjCBRU924JXMePgciyx96QyBKaVq/ZThWQdfJ2eLcqx0mVYDNavGdDfm8XM8CA6vJCtr+LGV+FAjW82KHJ2SzNk8vRGa/+fnoND9M8mqahXC6iWEyjWIxB01KodazBDk1OgCq4RtXejoqvoNr1+gAo8PkC6OxsxYwZ7Zg1axKmT5+Cjo6p8ENDazKFSf0+qLsz2Nrfj/7kTihaCQXQxXluH99sBT/oosj2yqXv7SoCg70atiVK2PpqAbsjOaSCWWhaCcViHtlsEZmMilyOjFAw7UDTgHic4LXXVGzfXsCTT+YQDmfhgx+d5Sxm5wpYmCljflZDT4ku4mSuKNKoOv0fjb1gGiHIlkroK5WQTafRC7r7SvOFkOkKg8zIYtFsH6ZM70CuvYfuHUtq6O+PYvfudvT1tSKVikDT2FJMjbusHh5LU0a1wVNA6yt7e+zphKBpIRSLnUgmFeTzYQSDESiKH6FQ1RGHotDnz4yvtrbatiYUovf8XjCgei4Yc+TBBlSYMcYvR7SaLJAZZcY0fFpZHDDSIJKVLdLfzXg0K9MsrSzcTZnttv/mMBLROdX7XwVE3NfaEbpeXcX4212hxWnr1Xc8eBjH8IyveiEa8RFp5zIN25hOVoYsHw87o14ivmTWhJ1eUB9xs8+aHdJ2RJYN6lmJ3bDIgpFVEc9WA498B27FN0O9MrN7fnZLNMPFG1+863jesQa/t4sZX2x5YSpFjavhYToLpqqkYnwRRKMaolGCeJygVCIACiAkA02Lg5AhEBIHNbxKoGYOOzSZ7VFyCh+oGt5WuVoABOH3BzB5Ujf223syjjg0iAOXFTFrRho+qMj2ZjC8IY+hF0sYzGvIpivPC7Uq+WgYFUBlb1cohFktLZjd2opp4TBa/H5ktDA2FadgOKchHd2DbfkQ+tVdIFBBDdfdoIZrvcsBCUqlAkqlGJLJ7aDvoBcKfJgZGEZ3pA+TWgj2ndaDxaEyWpQiMuUyBgsF7Mpm0ZvLoVQsQqvH8nMIDbSWFAHEwUxswOcH2iapmLykhMWH5tG9LIOWGWmoGrCrt4R1G0J4bs0UFHJ5ZNId0KCC1r0squ5EeKNfBtFgANtTlgQ1vqgLekLCKJWKKJf9KBQiUJQwAIJQSIGmKQgGFQSDPhCiVIwvBfl81YhSlOpeMLbcl7UjvCMO/hsXnQvGG2WsLZN5RpTN8jCw/GazQlZtPZ/fSEPUjYqMH7MJFat23timuyGznbKtJpJkMnM2mCHARsGN6iojmHFJaBGc6Com8Ga+PIxXeMZXvbA73OZkNMlufL00bYwmkRG/ZTw4L76R+Eboil6Vk0E/p7zZSddIeaJ43pjj/7N73vhiYaK9XUB1eSG7+L1duRxdWpjNVh1r5PPVvV2xGI2nLuU1xONlpNNF5HIlFItllMsEVGVmhyYPVO55d95pNO5Yow30zK7ZoHu72qBoCkIFFZOGS5i9eysWhTdhwbAKhaiIDw1h1+63kB3ehlghhTzRRs2DoVCCUAiBmTPRsmgROvfeG5PmzEFbRwfCRYKuvjJa3yoi9GYcvh2DQJLN3LB5ugx4r4bOkQNd9pkCsA1AGFAU+Nr9CM0Lom3JXuhcuASTpwfQElQQSiaR37kTkTffROCtt6D09dHKMQoQGcR+oqGtkETb8BbM2B3G7PAQJsWmoEx8CA/6MbA7iEmJEEKFJVDgB3SPkAOgxms/qDFWTw1grulTld9sSWIYhJRAiL9yMLNSCfMhl/MjlQohHA6CkCBCIQWBQPURspmrSKTWEQf7rtnMFzO+gFodmeXnIdLFRe2TTGc30pLFmcGqXbY7+eGkO3T62yqs3rJlcXZlpisRDf02UJkNU/hk7usqbgvtpLx6Om4PHsYhPOPLgxS1hpfXyE0U8LNb7F4088UbXsZzu5hjjUKhanwZ93Yxxxr83q6hIRpPly1qSKeLyGTSKJWylUOTmaMCZnj1o2p8McW1gMaMLx/8/lYEAtMRDO6NQGAhfL7JCKGMztJuRN5aD9/Ol6AGX0PB1wcFZRRLJZRyOWjZLEguh9F0aahULjZzAwA+XxDF1h7Epu4HZcGxSOy9HKFJPcjli9jStgd9mc1I9m1CKbgHBAmgxiV6I2eeEVRnIJkTCcphKTgJya4F6J25EG8tXgR17gxEwkEUYv2I+17B8LAPpd5h+H1DCFaOAmAcMe5GBaoKbWgIaiaD0ubNKEYiKASDUBGEqs6Ev7wMkeIh6NQWobtrJsrwQVWjKJffQrlcQrmchKom6yyc7QVTQAcT2DMMV377UN0LFgYhfpRKkYpb+jYUi34Eg34EAuLliD4fPZSZr55sOaLVocwiA8tofDkdIPIw2pC9FFL5q1ADzIMHD+ManvHlwcM7AGyWy3hul+jQZDbzxYwvfm8XM76SSaoc8nu7BgepYw3m1VBVNRQKBeTzaZRKcRCSAVVA86D7utihycz44o0HNptjBabMMu9yCvz+EDo7OzB9eidmzJiEqVO70dY2GX6thM5UDDMGylD3RLGjbxti6W1QiIos6NI15tx+tNSXAKjT+w4AnZX7AIByWUE6FsDQmy3YlOtE6q3JKLT0oFTKIxbLorc3gp19CrL5EuwtkXMC3pCrhBAFmVwZ23oVqP4IdkS70N09BcFACKFMCZ0DnZi8qwWTh4OYV6bzSWwhXxJ0HiiL0TkPjRCCfLGIaLEIkkggAbrwlChBJDuKINNmYsEcFS3TWpDs6IYKP9JpDUNDk7BnTycGBtqRTGYqXjhJhWuN+28G5j1SBZ31YsZruBLmR+UNAwhXHHG0I53WoKpBZDJh+P3U+GKOOJjx1NJC75kjDnaml6ZRQ4kZZD5f7Vlf/KHM/HJERanes/8ePLyd4C079DBe4RlfbsLujuEJiLexaFJMNJlFM1xWYaJDk0ulqlMN3rFGPk8Nq3icXtSxBkE2W/Vo2NdHdK+GhKjQtDw0LQVNi4GQBKhiWgA1deKgMwNZ8O7O7RsSPlTdUnSAmi4hBAIBTJ06BQceOANHHNGBZcuCmDEDgArkdgDxl4HhF4CtJSCXBYhKVWbmS9GOiu0WAoqCzmAQs0MhzAmFMDUYRERRkEYH3iSTsWtXC9btAl4jRcSQg0YKKJfzKJVKKBbVyh660UE2S7Brl4qBgRLWry/A78/Bp6joQQn7KwqORCtmKd1YPGU6WtGOnKZhoFzGrkIBu4tFFMtlqKO0FyyHqvsWZpb7/ECkG+jaT8GhRxB0HQi0zAE0RcGePUG88konnn9+Bl5+uYRMpguaVgatlxnYdyfCjDUVtbMU1Oth9VBm6oiDkBCKxSLK5QCy2Vb4fK1QlAACAVLZ86XohlRrq3gvWLlM/xsdcTCjjDfEjDNc/DFtVnvBhNLW2UZOtLaVx0TmXcfbQggPHiYuPOPLCZjWyq/p4GEMt7NpVUbDLI1ZmVb0K/EjNi0zD4Z8uOG3cZ+tmQiiPGMssrAMq9+NyOwmZHwZ/xuXFhpnufh4Znix2S1+eSE7MDmTqY6053LVvV1VxxpALkcwPKwimSwjmy0jl1Ohqmxv1zDoLNdg5b5UudKgSi1bXljPQ/ODGl6zULu3C4gUCbqTBHP6tmHvjq2YkyGAWkKsbw92Db6OdGo3cqUMEoSMmqElghIOIzBtGiLz56Nt3jx0Tp+OlpYWKIUAwoOdUHdMRmp7GUN9WzGQ7QV9doMA9oDOJ5VHjVdNK6FQSKJQ6AV99jEAQSjtBaRnqFDnL0R4Xhc6eo5Ce6iMYDaLTF8fItu3I7BjB5TBwVHbC8bMH97tiI9o6C6lEUrtRM/Ay5izI49JhddAfAG0DSiI9ivoTgYRLi6CQhYD+kHU/aB7wfbA2XJYvk6zJbVpsIOXqUOOIAgpQlX9lYOZ6YBCIABkMn6kUgG0tASgKH5kMgr8fqC9vfZcPrYcMRSqfsPs+2Z7wYyOJYxLE9nSRid7wXQpbbbFRtpOulJj+aJyzfLJ4mRhPET0rOiY9ReyuEZkrumn+b1glTjjUkTFTV3FSMMNoa3i+XCT/N7Ml4fxCs/4cgJj7yVLY4Rox7KxJ7JLS5bOSMvYYo/YqMpF12zcNbiOV0Ykt8XeaIgsK8cqjyid3b0OdmQW9WNW1cIORAaYyMhi/1k4f2aX6Nwu46HJhUL10ORMpupYgze+mGMNVaWONZLJAnK5HMrlPAhhCmoOVcNrEHSmq4Tq0kM241WvteqDorTB758Bn28JfL69oCjdiCglRBK7EF7/KgJb18Hfugm+4CAIUeHL56FU1k0q6XTt0H8ToVQutkiS/Q6HwvBPnwVt+aEoHH40Mkv3gzqpG+l0Gdk3kyisiaFcGgKJbwaybM9cGtTwiaOx5+cUzK+gH9QoaQPgh9YSQXlOFwqHLkL20COQXtwO0hpAPhZFYeMGaM8/C3++hHA8AaVQEDp1Hw0JFE0DYjEo61+Bsn0blCefgC8cBlEC8BenIZhdilD6QESy+6E1NAv+oB+EDEPT3oKqqtC0ZGX2th4w4ytT+c1c0jN39Gw5ogagBYQoKJdDyOVakEi0gJAwQiE//P6q/RoIVJchMkcc/IyYqlaNL6MXRDazxdzP8/mAkbNgsvZR1A4b08j6Aic0ZLBqyxtNbxYv4tdJN2yV3hE/0owEzDnHiL1g9egqzRZaqKtYvFAnnagHD+MEnvHlBFYzX1Z5+f/GoUdZ+nrK4CEdjZI3WG7N3IyGyKJ8jbyeRiHipRkyW/HAP3vepTy/t4stL2QXb3yxfV3pdNX4yvx/9t48Srbtru/7nLHm6rlv33l486ThScIQCSc22LFJzAILC0WOiLBiyCKQZXAS8RwBJmJ0IDGDsVkMslhZXhghhGGZOPbDy1hCBEnWQ3rjve+9O/bte/v2VPNwxvyx69dn17mnqqv6dl+9Z/dvrVpVtc8+++x9hn1+3/37/b6/tgJdaWKNIAjpdvt0Oi18v4FKmiwxLxLbdYcELIiTn8dklgSDRDm1EUcyy8pRrc6ytDTL8vIsc3MzFAozOFGPhZbF6a0W8cYqa7depN1dJY4jmnHMVhzTiCK8OL6vsV0lYAYV21UajCIOTfxmjuZahecvLuB3jxOV5+l2e6yuRlxcXedOfYN+sIoCXaLE91Dn935ZvuLBscTaVkcBB5O+X2W9dooXb8wRFMu83lghl3Mxmw7OtVu4tyosNV2Oh+YuDYXkTqsPft+PUcRxjNfrUfc8bu3s4BsGdwwDDIt68QzGXJmzJx/EXLB4tFQhMB06nZDt7Vk2NtSn2ewShnLPCkW92NnG3U0xiQujWH5N1Dn0SWB5AORRRBxF2u0QMOn1HBxHgS8h4pA4rWJRgaV8fnjRJadIKnGcYYIOSdac5Y6YnKvJFoeyrPF71Zu0vYOuv5/3wn6OP+15OOwxZ9+WE3Ry1Iv7sAY9znI2ru0x9WWR637KERQ8kknkCHxNI5NYvrJEn8Sy2pzGNDKluSTWjjuSNj61w0EsJH0Vh3zo9aeV/bQ/7vzogGoU0NJp5cW9UPJ2yXY9tkvAl1DHt1oqYXK9rv6HoQJfGxtw+7aK76rXxZIWEYYeQdAiDHeI4xbD4Es+NZLYrjj1GScmijKhSgJdbBzHZXl5gbe8ZZmnny7zyCMOi4sQe+DdiOk+H9H+UsArXR+/4RPH0S7k63N/bUa2YTBjWZy2bU7ZNouWRc4waFkzXGuXeelSgRdvOVwtGrRsCMKYVqvPzk6T7e0Ner01FFRh0Ov7ziFIck176CyInc4sq6t5Op0VLl/2KJUibAuqgcH5jsMTjTyPd8ucKc5QdKEXx2yEIathSBwE9MOQ4DBWIVISD3q/HkXUUCT6FmCYEU4xoPBAwONvD3nHUzHuSYht2NhwePnlCn/2Z8f4ylc8ut0KYSius23UNWkOWh5HJyJEHGL1lYfbHWxzSCxf+QERh0cUmfR6eSwr2rViicXZMNTzqmLBEhZEIdwQN0I9LxgMx4Lp1PT6t8wraUOIWMd0K9lBWPXvlxzUu+3NNGa51dIeLsnm5Nkz9npxp+WgB72fF/cb8qQfyZGMlyPwNY3sscqy59Lafrbd81JZ9sQ0DogdpB50v4e8n8Wz/dSfVPayfOn10nUm6VMW8BLXQj1vl5Bq6ODL8xSwareVm6Fs63QUsNreTog1oiim3Y7Z3o6o1ULq9YhGIxrEdqmksnG8g6KQb6CUzD6JctojUT6nFYnt0vN2FbCAUmRyLDB5sL/GW3u3ON41CH2Pnf4NVv3X6Iab1OM+TYZju+43bDFyOaylJdyTJymcPEl5YYFcLkfQL+Bvr7B++xwv36ry/LbPdr9FHHeJ4zZh2CEM+0SRWAm/mqKfNQEaBr7fZ2enR73e4fr1NobRwjAClvIh/YVZlo4/wcNPlcjPvYWy28Pq9WhtbuLevIl18ybG5uZ9iQUT250kO1C9V8pnNepSDjdY9l/lRC/HXG8dw3K42YvxvYi1wKYYncXk9GDPNsqVdpWEXn4vLsesu84Y9KZJAsRcwCEM+4Shgee5qFd1OEiobOK6JrmcsgAXiwaWZVAsJhauKErYEV03KZd5RlwOdSAlc0k6L5i+fZQX2dCI9jkHj5LDsFjdy3HvZcyTjuXgxpz9njeMeA9D7YSdnKTuYV7AvXSyIzmSN6gcga+Dkr0mmFF+zdNOHNNMZIaRPcFqrgjp5qZtHpLhjHoh6XXk9zQyrk97vQjT7upZ+xzkmLPkXt5NacsWDMd16RYuPWmyvk23fHlewmoosV06sUYYqrI0sYaK+YpoNDw6nd5gVd4njmNU7NYWCnjp4Evcq7rcm53JAioYxkkM43EM4zyGUcWO+9jba7gvXMS99TK5/+8KuVyNMApwWi3srS3Y3CRqNgjvk4uhwd3k9wDFQoHC6dO4X/M1WO96Fzz8MFQqxI2Y8GKE//mAfhDS2bpBpxOjlHmJlWtxP4k1ppOYOA4IwzZheAffz6OAiUsnb9BftvDf8TDhux4jftiCMhj1OtYrr+B84QsUPv95Sq0W5gB8iTOfME4exjVLQyAzjokbdYxXL2LtbOF+5UvkymUMwyLXm8etXcDdehRn5xHs+Di27RLHNeL4CnEcEcfiQOlnH3CsiEWsQ0JBL1Yw5Y4Yx/agxwXC0MT3bbrdHPV6DnDpdJQ7YqmknlOdBTEdC6a7GgoRBwzP1Xo9iQmTOqMsYvJ9EHr2uLn6MCXr/TRuUWycJ96oft9f4DW6/bEP1rgX9/0e9D2+uGUevp9ylLXhSCaRI/A1jWSZuLPeQpO0k953WvN9yndPn4Lusmrt4UEwaq6dpitZv7PqHOCQJz5m1uW5H2Pea3vWKrK+LV03/Z3lcihxXenYrn5fWbn6/QSc7RXbtbGh8ncJq6Hvh7TbfbrdFkHQJo77KOVxFPgSG4PEJu31EjZQU5JDooCa2HaBanWBhYU5lpaqzMyUyeVK5EI41vY5u3Mb99bz1C9+Cfq3CeOIehxTC0N6UUR4n0g1GPS6Asyi4rskbxeRBf0C/cY8lzdPcLlyHpozNJs+r2/WuNbcoNbfJohqKAuXj3LT3OL+Zcjar4QowLWJgptNwMaPcuz0Z7naXGZmc55mZYZSyYHmNmw1iZuvccwrcCxSEFViweokSQjuh60vjmPCbpfOrVvU7twhZ5r0DQPDsGjkT5Cb6XB+bo7o7AUulPJ4ZoFeL6BWq7K5OcfW1gKNRp8wlOdBFh7E0jvWxDCo0x38FyIOAWIC5YWIwxwkZS5hmgaeZ+/GgpXLiduhYSREHPl8YvmSxRgBX0LEE8fqv1jC7IFmIK+8NPBK68PjvNQOe349aEn3e9xi3rj3yL30+zDGPNQ/vd/j3BEHOxj3Y9Cj9t/rxX3kdngkb0I5Al/TyqjJZtwbJmvbJCtEo2b9SY4tSjnG7nQ6qpm9ZFT99KrpXoDmoIactRCWtSg2yRhGyb2MeZSVb6/jT2pNE6CVpo6XhMlCGy/bxL2w07k7tqvRUC6GzWYCzFotRaixsaE+zaYcL8L3+3hemyCoEccCCkaBL7FjSAatvcCXhYIrM4NPCXBwXZdjxxZ58sklnnqqxAMPWMzMgNGH6EZE/GJA/yt9LrW6xJ0OMfEul6Io8Pdp8RwXmDVNzpgmpwyDRdPEBdrkWKvluHzJ4UrT4fZLFr2cRa/ns7npc/NmkzsbG3jeHZL4oQ4KivR444OvLgoyxajrb9PvF1i/E/DCiwV2arM8/6JylSv0bI5v21xYc7lQz7Fi5CnmcvSBzSjiRhwTRxG9KLpvjpa9OGYrDOmHIXdQKZENw8QodTFOeFx4MuDBJyKMUxC7sLNj89prJb7ylWVefNGj2y0PYsGE0bA++HQYb7WMSazCHuqVbJCwIKbBl4Xvl+h0IAhcWq08lqUsVJVKYq0aB758X5XrRBxZSZlHgRDZth+dN8vSph8jXU8/3l7vr3HbJy0bVz5u0S+9OJa1bdI+6e0f5JiHr+c4XSVdpv0+7EGn6+0HuWtyRDV/JG9UOQJf08goc8RedbM0cSmf1CSf9f+uN9b4rqQPNwnw2audrHrp1cL0tnsdclb/J700hznmce1M0qesd1KaWEMv0wGWrGhnEWt4niLV6HQYKG2Sn0sBr50dBcK6XRXb1WwK+Iq5c0cC/GMgII5VfIqK72qSKN7bqDxeNYbzT8Wp73Fio2K7jqNiuxaBApZhMOPYnCm6vHV2h7cttliaN/G7XbbbV7hZucVqrsltM6AtK/QMf+6XGMUi1uIizvHj5FZWyM/N4TouXb9Ms3WaK/WH+cLVZS696NIM1Hnt93263Q6dTg3P20Qp7BJHJOmCv5rZyPYSPYdVhAIfJp5XZnMzR6ezwOqqTy4XYZow4+R4tLSCOftWlt9ZwCo/Tt5uY3geuZ0dnNu3sdbWVCxYrzf2yAchAn8aqDvX2P3EVEyfY7kGpyu3ODF/mfnlCCuXZ92KKG761Ip5bjhnsIwTJOkVNlB5wULUNdwLfAVaXZkExNXQ1n7nAZsg8AhDm263iGEoN0VJvmwYKhEzqFNnWQb5vHrmRcQdMc2CmCbr0HVr3folLIv6vCWgTSfiGDdfTrpQNmq/vcCaXmevd0Nazx+1gDZqwS0t6XdFVt1x5fdjzKO27bafrn+Yg87qzDTKyiQKxZEcyRtMjsDXNJK1/Deu7l5lB7X0tvudscuYJvY6xLiVvv2ehoNcbdyPHOaYJz0nIvp7Q0BV+n2jf/Ryie0SlyFZ0dbzdgn40mO7Op1kmxBr7OyojwJf0G5HNBo+3W6A7/sEQUQcp90LN1DqqiiNDZKkyRKxM61YKDbDk8BjwFmgjOH3Me6sYz9/BXf7Mrnn1sgXW1i+j7uzg3XrFtHNmwSdNn58f2K7ZEU1Ib5Xz1qpUKB4+jTuO96B9da3Ypw/D8UiYc2i+2qO7ecKrG3luXqzRa3VBTrE8TZxvEMc10isJaKUe0xmNfxqisQtGYPfynoThiHdbpFudwfD2MYwXCDPfDWk+mCJnXOP0n3bWaIHPaiGGK0W1pUruM89R/FLX6LSbmP1ervcjmJD3YvUfT+SBdKNOCZot+Dq65h+D/f66+Tn5rAtm1yngrtxEvvmBcyN8xjBMsru2QCuDVproBYjJu2B/i3PVXvQhhBx2ECPODYAazAvFAEDz7PodGwaDQfLsun1zF0WRIkFM80EZDmOmjd0wCVEHDoLYpZFTP/I3CTzV5aFbL9z537eM3e9Fvd4h2TVG3dcfYxpPLFXW3sdd9J9R9WbdMx7bkuXHfag9+rYuJvmXpWCIzmSr4Icga83mcRDv48mnTeD7OU5MQpgjbJ86cBLaKTF8qWDL3FL7HYV8Go2lRVLtrXbKqZrY0PFeAmxRr8f0mr16XY7BIGQZQj4EtfCDRLLlxAGTBrbJfmNXBKF0sS2i1Qqy8zPzzM/P0OlUsFxShTDiDPtBhcar1D50mcIW1+m42/gxzG9OMYLQ8IoIr7PsV1VYI4ktssCTMPBtmYw7JNsuA+zk38cChV2egHXnC4bZptm3MQLe4ShKNhyToUVso86hwI33shWLxE971WE0t66xHET2CSOXdTYcnihRZMCd8wSV91Fcvk8swWbKKwTug6Ws84J8zWWDXu3VYEgNdRZOnxuRCVxu01w7RrejRv0LIuOYWAbJpF7jGr5bVyYDek/uMSJ4im6VhnPi2k2Z9jeXmB7e4lWyx88QxIL1icB1OOuq4DvLurO8kniID3YzX0XA0WGkzIXCUMD1zV3iTh0y5eelFlo5w1jGHzpoAwS8JWeo3Rwla4/NJo95sAjeePJRNT097VH08uR2+GRvFHlCHxNK5No0pOY3bP+p+un29z9JmPWu7utg3rh7aedUa50+x5yRh+mKRt17HH9/2orCwK+smK7hDY+K7ZL8nbp4EuP7RLw1WolSZO3thJKed8P6ff79HotwrA5cDXUY7u2UC6GYvkKSbJnTWKXsFDxXLODTxmwyeXyrKws8thjyzz+eImzZy3KZTC7YN+IcV8JaL/U52Kzi9npDEVF1bh/ebsMVEzQPHAGOD347QDtvsHGhsHqJYtbvs32dQfPtWm3I9bWAl6/0mKntoUfNAY99kjigwToyjnUc3lNMjIj40OqDb2taeuPEqkjUElEQHltcHY8wMHzXba2q7x6GUIK3FizKBZt3K7N/LrNicsWp7YMFj2D4mCvLeDGoIc97l8cnxfH7IQhcRjS8H2KKOUqcrv4S33OPBGw8mhEcBKiPDQaNlevlnnppWVeecWj368QBJJVrkUCIcVFc5QI+BK3S4/E1hqgniGHBHyZBEGebjcELDzPxbYVGNKTMpumev4tS4Ev3e1Q3BGFiEPmFckpJtukXGLLsqxi08o4jwiRST0msvbJei3v9Rofdcys91EWKJ30WKOOPer4+x3zXu2oNozs4wo1vV4+tBJ8AIPe7wv3yO3wSN6EcgS+ppW9Joh79ZPT/TjSbYxxL5ykK/uV/bQzzT4TDXmM18F+yibp00HJXm2lrVxSlqaO1y1caVZDPW9Xp6MULj22SwdfAsyaTWX1Wl9nN7ZLHSMkivpEkcR2tRlmNdwefMTyJYq3OIXtJRLbJXm7FoAcjm2xWM3z6OkS73nc4y2PbzE/a+O1mmzObLHaabK61ueOE+065ulq/319BReLmAsL2CsrOMvL5KpVbMumHc9QD85zxX+Ul64tcv2yTTcGz4tpNHy2ttrUajWCYIfEAiJ0/GKeEIuGfuOYWplOZm9p9aTc1MrTwEgHx2ZqH1mzjbT68hsSa1yaDN5g+LjihAmJ9aY++G0TBDl2dmKuXClQr/u89lqE60LRcDlrLeHln6D6Nouldz6IazQwAh+nXse+cwdzfR1ja0vd1IcsMYmdaodhiFpyQ47N9Tl9tsHJp7ZZeGgdp9hmYyvgywWfsF7mzs3T3LKX6e6yfm6iYsF8EqA9TvSYMTmnOviSWLAOYBEEJdptk243j2kWMYwY0zSoVBJgZZpq0UbAl2750mPBdCsY3G3V0gGIbhUTi5nMebKf7DtK9vJSm2a/Scr20+6k7R2ECjDt9v2896bu512ATCs87EHvc1+ZLe+nvNGtgUfyxpAj8DWNjDPRTNPGHstxQ+6E8cDkP+oQGVawcat201iGRsXPjrNEiYxaBJtkgWwvS9W0Yxi3onpYY86qk47xGrVN/68DMD22K4tYQ4CXxHYJ+Gq3k9iuel3AV0yrFVGvR7RaAb1eRL8fofJ2yQr9DgpstUmINXZIEienV++z4I+R8Z1DWbxOA48Ap4AiRr+Pub6J9ZU17MZN3Bc2cQs94n4Pe30d49o1wrWbeL3ufXM7Ezihx3aZhkG5VKJ45gzu296G9cQTcPo05PJ4NZedy1WuvTjH86/M8sqqQ6sLcRwRhgFB0Mf320RRg8RSKJYRSNjudNHPqwAdnY5fIEG6t4a2f6R9dMuXqX30+nqEVaS1ITTqWdFX6X7L60UsYBGgLDSNRo5Op8+tWwGWFWMYUC06NE4vUXnM5swTJ/HPNWFGrShY16/jPv88xS9/mUq3i9ntZsaCHbSDpg5d9VG6nQ7hzRvwHz6PtbmOs7yM6+Zw2wXsW4tYV05h3jmB4S3AgO8Srg/2bqGsxrqtNutbQK5+XiWLkFz7GEXEYRHHKhYsimRbiGka2LZJq2VRr1vYtkW/b+wScYhVS8CXZSXgK+2OqMeJwTD40hM2D52/eDiWVV9Mm2SBLd3W7jWYYB4eN2/r+01isBn3bpuk73u1M+rYBznmezJGaXqGijdU/4ef/uH5f/dQkwziXpSVI8vXkbwJ5Qh8TSNZs7Q+642rK2XjJpMMy9bdwCu9wjT+EOnJeK8Vsr1eWJNaoqYe8hQLZ1mnPG09yxrvpOdo1PEmPXd7SRp46XFduuVLYrr0XDzCcphFrCGMhmlijVZrOGmyEGt0uyq2q9/vEYZ94ljiUNok7oWbJOCrz7CVRlTTUWKhFM/84OMAJo5Tplw+zuzsErOzc5TLM9h2gUpY40J3h/PrzzF3+XPY3Rcg3Bk294mv5X0QgYnp2C4TcJwchdklSicfInjkXTQefBgjX2TnTsSOH7Bz3acWBdSaW7RaMcrysU3ictYlie3SgVeOJGYqDY6kV5ILLYmXS0CZsOPpKZ51CCG/5UaVfQ2tTECWfHTw5Wsf/R7QAZ78160zMkaDOI4IghZBUEPdFxGQI4pMapFFrbrAzukVdp6wsBZN4nabMPcy1e0uZ6/eZNm+RmAYRHG8S+q+g4IzckYPU2JQD9nly3DjhkIkA/Th2IvM55/kQvndtFaKzJ07Ttuq4vs2rdY8tdoStVqdVisiCASQisuuOFSmrcf6iOTaKNZRtc1FnWtZkhAraQkVC2bT6+VpNvOYZo5u1x4i4hCqevmdJuKQ31lEHGLlGuV2p1u+9Dl2Gp173LtrVH297XFzdLovo3T6ad5t+100POwx34uqEg+QlqFPE4Mt2WEQIzo69iD7VFbGvHSPYr6O5I0qR+BrGhHTgzzwk5o90rNeevYfJwZDC9XpJvTm0y+SvUBF1vZRk/deXR01b+5ryBnjyNov63/W5ck69mGOOb19LxFQJVYuKRsFvvTYLj1pcrerXAnrdaUbCk5pNhNiDYntiuMYzwvpdHp0u02CQGcqFPC1OfgWC5ePUvp6TJ63q4SCLnOD3xa5XIGVlSUefniOhx4qcPKkRbEIVjumdNOncqlL+9UGr2/uYLe3CFAK9hbDJPb3Q1xUPNdZlIPk3GBU3R7srBtsvGKyFZk0r9kEjkW9HnPlis+Vqy12ai2CoEeiYNdREKFHEtslYpEAVL0sDaYEfAlZiUNiDbG0fe5F7dBdFHViCCHU8BhmYdTtT2nXU901UtoRV8QGSSyYi+9b7NTyvH6ljJsvc2fLZmbGwu5ZVNYsFi+aLN0xONs3yMeqlW1gddCqUJXcD/HjmIbvc8v38YE7qLPuVyx6C01WHupReijgrSdjwgK02xarq0UuXZrn0qWTeF5ucG+I22kNBSHlvI8TOX8G6nrI9RboKW6rXeLYJAxzdLulQbyXjetamKZBsZgkXIbEHdF1s6npbVu5KsIwuBq38DUOqGTJNAtoWftNstiXBcDS9faau0e939L7Zr1nssrTqsRhjDnd97RMqqrctU10FPmv/55k0PeqrBzJkbwJ5Qh8TSPpWW6Sh39c/UknjwmayJqP9pqjJp3DphnmJABpEpn2NE+y37QAcNJj7XV+RXSQpVu/pEwn60tbufTYLqGO73TUbwFnQh1fqyXEGkGg4r0ktmtrSwEzBe5CgsAjCNqEYZ0kmW8bpQjuoNRbifnSle9pYruOoaDLPOCSzzucOFHmHU/P8fVfX+DJJ2F2Jqa/E7HzfMztUsytZszlOzH9dmI3EfvAXpEyByUGqLxd8/PYi4u4Cwvky2VMy6ZrzFO3H+Ry+ACvvTrL7cuWysrVjdjc9Lh1q02jUScMWyTApE1yjg0S0CRECjC00jLSwiXgK4dYE9m1ktna517AV5blaxz4yrKIyTh2z6b2W9xY6wiACAKber3EtWsGnueyupqjUIBcbHM8nOMhHsJ9uM/shWXy8Q5BGOI2mzhbW5gbGxhi1r0P4qPgUge4hboKBpDPxyyciDn+dMTbvz5m7okYdyZme9vgK88XKBWXaDZtNjYW6HSE/XALFQvmDVocJzEJa2I8+BZgLrFh7qA3iqQjCAqDGNAc7Xa4a4kSFkSZp/r9JBbM85K1xjQRh26xl7bswe2btnLp1nxxZQT1nc4LJuVZv6ctG7d9kvl6EuA1SX8mffdOerxJ+pe1/SBVlcy2jBG/sxo5TGXlSI7kTSL7Bl+f/OQn+Uf/6B/x5S9/Gc/zePDBB/mbf/Nv8v3f//04jrN3A5o899xz/Kt/9a949tlneeGFF9je3qZcLvPkk0/y/ve/n+/6ru+aus1DEXmb6JJetdHLZZ8RKzpDq3xDK0TSxvD/IbrX1CpUujujupg+9qhFplHHGLXClj72qEWsSVw5ssaVVT99vEn6Om7Vb5p29G3pvsptkl7FTZenAZhYsEB963m7JLYrDIfzdvV6w7FdQqzRaIhVLKbRgJ2dmJ2diO3teGD5ikjyCDVQQEtAVpvERa5OEq8jivYksUMGUAGWUHajh1DJk/PQ62Os1TGfW8NqfwX7+TpW0cdstwlWV2lfusT27Vus9/uIKr2Xje1eRYctu7FdpkmlXFaxXU8+ifXII7CyArZLv1lg6+YcV68u85Xrc1zZtOj5EAQR3W5Ap9Oj02kThmKrE7dNSZhspo6ePncGw3T8OsiS8hyJy9lhgi8B2jqrpRBB6OBLp1GPtY9+zzDoq1gDO4N2LcLQptmEMCxQqwXk8zG2DUXX5sLiPM7ZR1g+N8+JE09BpQdeH3ttDfeVVyi9+CJVz8Ps9YjieGgEhxELJvYp4SKUKaLY62Gu3aT63H8gbDcxn/8zrEIBq+1irc5gXlzEuL2I4Z1CXbsusIa6hr3Bf7nb08+afj7lPOvAO2SYBVHR1EdRCc8z8Dxx/7UxDJN+H0zTIJczsW1jEPOlYsHSecEsSwEsscwbxnAd1x1em5TYLyHskN/6vK27Wqf1cL2tcUYSfZ9RlptJ3yW6jHuPjfo/ybt4VPmo8Rz0mPepqowZs7Eb67UbIrGrr+jHiHcLdmPDDkpZyRrsQI7cDo/kjSr7Al9/5+/8HX7u534O27b5i3/xL1Iul/m3//bf8pGPfITf//3f51//639NoVCYqK0gCHj66acBKJfLvOtd7+LYsWOsrq7yJ3/yJ3z2s5/lN37jN/h//9//l9nZ2f109+BEfyOMmiCkXlYdXcZtu2vZaehrbNV0Wda8tZdlf9JVs3GuCaPqTzzkCVf2svYb9aI47DGPegdkWbn01WNxL9SJNQR89ft3gy+dWENYDYNgOLYrIdaAdjug1fLo9z3C0B8Ar7R74TaJIiwWiSZJ/q5x6quFAgKFwUdiuyqUSitUq8tUKgsUi/NYZo5ZajwUX+Pkza9QWf0SVvwaxM2EmnGQkCweJNg9bDFQKukMSWxXAUWskSsWqZw6xczb3kbh674O86GHwMkRrEHzi3D7jsHlLbj4KnQ6oihLcmRRpgOtPCZRkCW2S/7rRBnmoCw36J0Ossa5Hd4r+BIFfxT4EpClW7gElIlLqj+mnZhEJYq1uiZR5NDt5uh2fba25JxFlMsGhj3DySdnaD55geBpiI+D2etSuHSJ5VyO3M4Oy2treIZBGMd0SRz5xNHzMO+l3ba7XeLVVfUgvvQS5PNgWdjGDFXjIU4ZT/P4zDtwZ1eoUyUMC3Q6fZrNYzQaTdptFQ+XACy5hwTswjCQFREQJvdEjLAgJoBOznkP5Y5o0e87tFoutu3geTamqWLBJBGzJF9OE3Ho5fJbX0QSi5aANqGoT+cNS8eCjZL0fJtVf9R7aNS7b4zOPrEVKN3uKJfDce1PcpyDGrP8T9fbj6oyBMAy20kDq7t+HIyyspeycCRH8gaUqcHX7/7u7/JzP/dzlMtl/uiP/mgXOG1ubvIX/+Jf5LOf/Sw/9EM/xM/8zM9M3OY73vEOPvKRj/DN3/zN5MSpHHj++ef5L//L/5LPf/7z/MAP/AC//uu/Pm13D0fSJo1Rs/kk2n5MJqraa4Lca56adDVvmtWudJnst1dbdw15zHw6yZjT484SfayjxnDQY55W0qBMj+2SXF5pYg1xL5SkyaNiuxJijXg3aXKv1yEMBQyk3Qt3SMCXN9g2ad4um6zYrny+yMrKEg88MMuFC3mOHTPJ58BtB8ytNVl6fY3o8iXu3H6enW4NDwUB6yiV86CtFaPEYDhv1wkUF6MZQ79n0Fw32Lhoctmy6N60CG2Lzc2QS5d8rq/2aTQ9wlDAgodS9yUVsA46DBKwJNYMsVZluRcK+Mpp+xlkW77Q2pI4Kx18GSQTjXzH2rd+jUdxCI6yfEm5AHABVDoQFbAmgFO39Mm5MEiIJGwksXAQmNQbNteu5/izr7i0uy7z8yaWb1G4YVG9ZDKzYXKsB7lY9aaGcuQztN7eDyAfBgG9RoN6o8H67gjAK87DcTj5wHHcC00ePRHQL0CvZ3L7dp7Ll2d5/fXj3LxpD5Iyi5uqPJsCYEeJXAexZoM6lybDOcKS/2Ho0OsVqNdjgsCi2Yx3Y8HE7RCGWRDFTVGIOAR8pXXhNN28AK+9QNakMs4yNG5uT7eRVT4JEBn1rhrX/n7WYdPt3cuY71lVmXLMBmTqNpmduVdlZYQcWb6O5I0qU4Ovn/iJnwDgB3/wB3eBF8Di4iK/9Eu/xNd//dfzi7/4i/zQD/0QMzMze3fAtvniF7+Yue2pp57iH/yDf8AHP/hBfvM3f5Nf/uVf/uq7H067nBXHyqVwsC3GHAZc+i5aeXpySx9WBwHyfxIgke7qNCAm3a+9Fp1GAcO9yvcac9a2aeblwxyz1Nsrtku3fOk5u3TwpeftEmKNIFD/xb2w1UrAV6OhrF5bW+pbJVeN8f0Az+vR7zeJIgEFESrQf3vwEfClE2uIi9zYs4maRiokebvmAIdCweXkyQrveMccf+7PFXjkEZNyGfwtaL8AjULMditmdSsm6CZuXC2U+njfiDUMA7NQwJ6dxV1YoDA7S7FQwLBs+s4y9dIjXO6c5trLFbaumPhAsxlx65bH6mqbVqtNGMo5lRxOugVIzpNQwaeBUJZ74X4sXyamaWIYFoahgI1+D4+aI/R5RH3HxHFEFIUDK2macGNSy5ecD4kRS1Or67/lO0DdhyYSCxaGJs1mjtXVMqYJm5s2pZKJG1ss9iuc7Z/lwqm3UZ0vUvA2iaKQXqeDu7ODtb2NUavdt1iwgCT1eA115UzAcaF4LGbpLfDA10HpcbDnoNGweOWVIn/yJ4t0OhZbW3O023LOtlHXWKj696IT0cFXyDDYkvsvRtwRwzBHv69cF31fWb8MA4pFNS/ZtgJXQaB+u+5wUmZxR7SsYXdEw0io56VMJMvypQM1vXwvsLLXItmobWnJMr6MO66+zyQLguMA0aTv7cMc87hjHNyYk4LYSCoYovTEYNyrsnIkR/ImkqnA182bN/nCF74AwAc+8IG7tr/nPe/h9OnT3Lhxgz/4gz/gv/lv/pt77uDb3/52ALrdLpubmxw/fnyi/aIo4ld/9Vf5xCc+wYsvvki73WZubo7jx4/z5//8n+fv/t2/y7lz56bvUHoCmFbTN0b+yVwlGjfvTAp80mV7uS/cS/uTtj3Jcafp017z80GOWVdU71Zcs8vlo8d2SZlYuIQgQ8CX7l4oLoS6e+HOzjCxRr2ukiULsYYCXwAhUdQjjiVpchelnHVQoKuGsjeJe2GaWEPetgIe0gl+Z1DA6xxwHkWw4WB6Prlam/L1O8yXX2e52aVcCOnU6/SvXKGx9irXm9vcCfzd2JnDFp0PcJcT0DCoVCoUz53DfewxzAcfhOVlYtOm3y6xvbXE1fUVXro5w82GhRdCv6+SJm9v9+h0WkSRfu4EnIhlS8CWnD/d6qODLJ1AYzT4UuDKwTBcDEONQpRWcfGybVGkBkrOxOArJooMwtAiCKxdohe1PSKOA+LYJYqErVEHXwIIdfCVtpTpsYNiVdOtgDEJgFUxTFFk0m4XuX3bxvNy3LmjkjLnbIvT1TmMpYeYO1NheeFRKHYg9LHW13FffZXSK69QDQLo94mjKJNK5CAlQNntmqnyQuBxrLGJtXqRhZcd5rprFCoVcm2L9etFyjcq5OpVTH8Zdd37wG0SC6BPwmKoWyZ1cKyDf6mvE3EISFcWsTAsDhhT8xiGupYCvsTCFcdq4UeYDnWLWBgmAE0HX2IRM4yEtl72EfClg7C0kWOSWLCshblxMqnefpDvyGna2c9xplY9Dqj+5GPWL9BQjVSDYw6ynxN4JEfyJpCpwNdzzz0HwPz8POfPn8+s8853vpMbN27w3HPPHQj4evXVVwFwXZf5+fmJ9/vv//v/no9//OPk83ne8573sLS0xPb2NpcvX+YXf/EX+YZv+Ib9ga//COQw56436rx4P/uVtnylgZcOvrKINeJYKT/p2C4dfOnEGgp8xTSbIe12QK8X4Hkhvi+KsU5lnQZfNRTwqpM4+4mCl44tETr0Isq9zAVMbLtKsbhCqXSMUukYudwypumwYNU4Z91m8fILFNdexHRugDngx280FELc2lIDuA9iMhzbVR38N02TfKlEdRDblX/XuzDOniW2XPxbJvXnbda2bF69bXPluiIqiKIY3w/p9308zyOKhMVQrDcxibIrwELcCwX6CfgSF0KhmtfdC9Nuh4oUwXFMHMfEts2BlcDYdQ1zHKUUpy0Kk4EvY9caK8m8lTU2JopMgsDG80yCwCUIRIka5XaouymKRUzur4AEVAgIk/MRa20YRJFFt2sThj7NZoTjxCo2KW/RP1dl7lSR8w+dxHsqhGMRpt8nf/kyi4UCdqPBwq1b9Le3iUiiGWskyw1jjB0HJ/0+3Lql7vVr16BaBdfFioqUvLMs957gnPMUvfPLrIQzhJFHvx/Tbndot9t0uyFBUGaYqKRLsmAi51vOrQ7ufYbBVx+hpo9jgzC0tXoWnmfQ7dq0Wja5nEUcW1iWQS6XxHnZtrpn9HguWQDQ3RF1BlfZDkm9OE7uU/lMEwt2WHJQxzzIvn+1zsW0cqB9vMfGZNnrfsqb4BIdyRtApgJfV65cAeDMmTMj65w+fXqo7r1IHMf8g3/wDwD4r//r/3ooHmycXL9+nY9//OOcOnWKL3zhC6ysrAxtf/nllymVSiP37/f79PuJi0ej0Zi8zxPXPJL/1ERXagWAjSPW6HQSoNXpJPs2m7C5qT71esJq2O2GNBp9er0eUSTxWgK+dhgGX6KKNlBuSuIqN+oONkio4+fRY7sKhSLHjy9z9uwMZ87kWFw0cGwotXscu7XOmWsvkX/9s/Q3XiT2WkNOedGYIx60GCh4swCcRtnqqoARQxBY9No5mpslNm7O4DNPaDrcvh3z0vWY11cjbqyFrK0FA1ArzH7ifqfnZzJIrA661TAd2yX19ETUiYXLNG1M09n9GIZyIxQrRC4HrmsMkRvoBAc62JocfA2TwCSWL2MQh2jS65lD6Q8gIopsosghDD3iOG0R6w7GK26sAhDSlPVy7uQT7fbJ9wN836fd7g/OUUwuZ+C4BvPLFnMrDlRMbnfBDDzctS3yWyWq7RzLgYUTq9bqKGp4g8RJ8n7cf7HvE25t4W1t0SNx8PVyMxSWn+TcGQvzoWOcXzlJpwieb7CxkeP69RmuXTvGrVsmrZbEZEos2BYJeBU3znSeMLngAvoNdPA1fK96KHdEi14vR7NZAHK02+YuC2K/n9wrvp/ca/4g/0MafOnznA7QZKFAB2RHMl7eDMDrXiTrOfyPfMhH8p+wTAW+mk3lTDEOuJTLZWA6wDJKfvRHf5Q/+ZM/oVwu81M/9VMT77e+vg7A008/fRfwAnjsscfG7v+TP/mT/OiP/uh0nWV48oiHpo2jKeTNKHv5/2dZuODu2C756LFd4l6YTprseYl1TKeO14k1FHW8MhrVauxaYjwvoNvt4nlNwrDD3UmT0+BLVtAnie0CpcCVgWUUbfwshmFTLOY4ebLK00/P8I6nc5y/YFLIQ7QJ/kvgfwE22nBrB2JPqYtii2syWcawAxFDxXY5lQr52VnKlQrVfJ7YtGkUj1OfeYQbO8dYe75A/bJBAOzsRFy/7rG21qfd9ohjAQoShyPnLw0gRNGVZ18YDXVL1mjwpcCUiesmVODKlctIgS8mAl+TymjwJSQwBr2enntOWcR8X1nEPM8hCOJdd1d1bgRwyn0m7nF9Erc6uf8ERKStrn2GY8Ecosig1bK5eTNHPp+j0XBUUubYYK5d4kTjOKfnH6H0ZET5gdPEUUjQ65FvNHBrNcxmE6PXG/+gH5CEqHt9bTCKVQZ3gAP2IlQfh6ffBfZjYM5Bu2Py+ut5vvQfZvH9mJ2dMq2WgP2dwXmT+K5JYsH0HGJCxCH7mUPlUeTieSVaLQgCG9d1ME1F3KizIIrboRBxgLrf9FgwuX/SVq10fFGW5Ut3TUxbxGD0ZfuPHaS8+SW5QMN6UqzViHdL7uVyipv5/ZT7fbwjeXPKGzbJ8m/8xm/wv//v/zumafLrv/7rPPTQQxPv++ijj1KpVPiDP/gDfvzHf5wPfOADI90ks+SZZ57hB37gB3b/NxqNXYvekfynJ5PGdull6dgu3b1QQFQ6b1eaWEMHX0Ks4fsx9bqyem1sKGINpT/GRFFAGPYJghZR1GCYWENcCxskzlZCrKErv5BERTkMxyDNAqeAC6jcXYuAjROHVEOPlX6b851tHm35FP2ITnub9e5FVr1b3AxbbBHhMbw+fxhxN+Jslc7bZZkm1UqF4vnzuA89hHnuHMzPExs2vX6VreYKVxqnePValTs9Ez9S9PFbWz4bGz263Q5RpI9AZ/wTBsNRcXFZ7oXqvKr4rdwghsvBMExM08B1Fe13oaBAlgAqUXhdV33fH8tXcg9L7I+6v43BPWzR7VpaTI4i7Yhjizg2iWOHOJb7TIC/EIaI9QbuvjPknEJWLFin43LnjnLrrNVsda4si2P5Kl7lPMUHHebK54hzTYh8rK0t3KtXKb76KtUrV6DfJ4zjoUjHtO3oICRAPYVd4A7JXZGLAxbCJqe8NZa7F1luxRScOVodg6jjcNPLUwlmcOIlDMManMMNlHunSIPhODDdGgvJ+ZZFF7F8iTuiLBSI5StHrwe+79JuFzDNGMOIKRTU9RcgpMCXuk91FkRxTdTBFyQuhhKbqN9zcg+nY8F0oKXfh1JHvvez0HAkR3IkR/LVkqnAV6VSAaDdbo+s02q1AKhWq/vu1Cc/+Un+1t/6WwD8yq/8Cn/jb/yNqfavVCp8/OMf5zu/8zv56Ec/ykc/+lGOHz/O137t1/JX/spf4QMf+MCuhS5LcrncWBfHXWU7e9Emc6km/SKB8T7tep2sNvb6L78nPW7W8SaRcf08rDGP6qd+XL3ONMebVEZZviaN7dLB1yhijWYzyds1TKyhEibX6xGNRoTykA1QylULpYzVSKji29wd2yUAQpQ1ne7bQil3xcFHxRvZ9gy53DEKhRVyuRUcZxHLtDmWq3Gst8nMK5fIrb+GWbwNlkfU6RBsbtJbW6O9sUHD97kf0V3GoPczKLhYRUEe0zQpVCpUz5xh9u1vx33b2+DkKWJs+ndsdi7muPl8gVfXcqyum/gBeJ5y52y1fHq9PnEspOVC3SDAyxj83iu2K09CEW8OLFkWjqM+tm0MJa7NAl9ZsV2QuHOJy5fuzqUrqPpzMYocRlxk9fs7KxYMVFm/n1jjhJQhigyCwML3XTzPJAxd4ljuO3G9zHJH1AGExIJZ2nZ1nqPIpNeL2dpy6PdDNjdjBUodk+bxCqVZh5MXlvEe7hEvBZhRQO7GDeaf+xJmt8vsxga9nR2iKKJH8tTU2Tuz3bSij0yXvO9TuHOH/le+QrC5SfylL0E+jxnmybdWmKk9yDH/Ec4sLVCYqRJFPr5v0ev16Hbb9Ps+YVhg2MVT3Ij1+M2BX+BQPJiwIFraf4s4zhMEBkEgiwVqEcH3lTVWWWJNfN8YIuLQwZdOxKHPy3JvCmmx3Is6+JokFmzP850x52e9F0TGvXOy2p2krVF1J+nrKMl6j2a9b7Pqp8tG9Wncezs9vnQ7+xnz7m/dzKXpWHHa/DXFe1uWDe+nHHnRHskkMhX4EoKKGzdujKwj2/ZLZvE7v/M7fOADHyCKIn75l395F4RNK+9973v5xm/8Rn7v936Pz3zmM/zxH/8xn/70p/n0pz/ND//wD/Nv/s2/4amnntpX28NZ3O82oe81J0wCELLK93pB6BNw1sSU1X5Wn6aVrLay6hzGmPXyceMb1e/D8DjSwdeovF0S2xUEyt2w3R4m1vB9ZfXSkyYra0NMux3QbnsDogcBTsKztk1CHS8kEBLb1SRJ2CpKmayY6yfCQcVzLaDgSxHDsCgWy6ysLHH6dIWTJ11mZw0cK6babnP6zjUurP5/zHz5jzF3LhL7gwWaLA3/kEWINRZQdrpjKGdJwzAJcQmo4rHMenyaKD5HgMVND15vwGvr8Np1WF0V8pOYKIqIooAoCjTrDSTAwCY5fzpL4V6xXQK+lEtXoaBIDXQFNZ9XH9dNGOTuF/jSFxAgWRQQy624moVhYoXTwVcYGvT7Np2ORRTlBiBO7jtxRxRmPwEKwrIpapOca2PwSaIE49ik3zfx/YBmMxpYaFRfPN+hPO+w0KxQ9KAbgxX7mHGMzSqzVFjExTSUg1MTxS0oznj3i30z9jzi9XXiO3fgK19RaUkAyy0zO/8YD554D8bJAqffvkizVMUPTLa3XW7erHLjxhK3b8e0WrMMs5dCQmYCyUILg28BXzGJbThGzQ0maukibXFUlkbPk6TMLp5n7xJxSC4wa+BzJdZXAehyL+pEHAKo9G+5x+81Dmyvd9C0+2a5Serl6fanAXbjFiTH9S3dl3sZ87jjjXtvH8SYd9vFSLDX0ECThg3iIf3rSI7kzSpTgS+hfd/a2uLKlSuZrnySs0vPATap/O7v/i7vf//7CcOQf/yP/zF/+2//7anb0GVmZoYPfvCDfPCDHwQUMPy+7/s+/sW/+Bd87/d+L3/0R380faOyDKNPAKkJMWt1Kmvi2gtMZB6ayVa39PKsNvdaoRq14jVp/fsx5nH1s/adZNVyL9Hr6q6F46wDAr4ktku59CR1hVij2Rwm1qjXk7xdtZokWo7p9QLa7R6e1yGOeyRr6hJJVUeBLWEvFIuYHqMEiUIrboYGSuGqoKDLCVR8V3UAvvKcOlXl6bdXectbXE6fNnCdGGMzxnw5wnJCNhsBW9s+RhDQG/Rmk4Rg4H6IYRjYhQK5cplStcpMuUzVdYktl+bMSXYK57m9ucjGC3na18CPYHMz5vXXI1ZXQ3Z2QjqdmDAUMCA5z/SEyXL+0nm7dJAlAMxAuRLaWJaDbTuYpsrFZVkKsBSL6iPgyzASMJPLqd97gS/dOpC2EEwKvqQ8KyddGnzp97bEn4lbrRB09HrgOAaOk8QmKkZFZ9CGcnO7OxZMzrmAhpjhBQP1P44DwtAjDCWOyScIDLa3DW7csCiVLHo9k4UFAxuTSiPP0vYiK+ULLD3UobKyAGGA2e/TbLXINRpYrdZ9iwWLgE4ccyeOiVHLJjkgdgLiSkD5gZCn3h7xxKMx8XxMz4Pr13J8+SszRFFEo1Gi3e6jYhEbJO6IYmOLGT53+v0bMewaK26I8i2usQEKfNl4Xp52WxHtdLs2pqmufToWTO7NYlEdSe5RuV91FkRJwGwYCWAT69le7ohZMu6yjXqf6ftN+p7b67iTvPNGHSPL8qRvy3rfjhtD1rEOSlc5qDFnjV8VMFLfyuzEkRzJm0CmAl+nTp3iXe96F1/4whf4Z//sn/G//W//29D2z372s9y4cYNcLsc3fdM3TdWR3//93+d973sfQRDwj//xP+a7v/u7p9p/Ejl9+jQ/+qM/yr/4F/+CP/uzP9tfI8kyTeYKzKjJcZTsNSlmHTp9rHGWpFGT9LjVsqx9s9pP9+OrOWa9XJTJdJt7vbizrACjykXpHAW+0kmTg0Appt0ug9w6iSuiHtsl4MvzFKnG5qbK3bWzI0xjMUEQ4PtdfL9BGLZIlFRhNayhAJhYFPooAKYDCAEOYqURNzmJ7TqOiutSSZMNwyRvw2Ih5sJMyFsWN3l4BXJORMdYZ/P2HW6XGqw7fepEu0eR1LvSk4MUgYp6bJcB2JZFuVqlcO4czoULmKdPw8wMMTbdYI5N7ySX+6e4ernEdmASRNBoRKyve2xuevR6acY+cd+EhMFQj+2S8ybnNB3bZShAaJvk8xa5nInjGLuWqlHgSxLbpmO79HxeYkmAwwdfk8aCpXPVyRjkno8iY+A6p2LFVEJnAQiedjUdhl3ndFZJsToyKJeFBosoMuj1bDY2HHK5HJ2OQ6ViYZsGC1aZ8+4ZnLNQeWiFslXDiAPMWg3nxg0Kr79O+do1Qs8jCMNdd0E9Cu0gVT15agPUUytcl44RMeN6HCs1OD63zsLyDQpLPbo9g9k2NKoG1/Kz5Ky5wbwWop79nHa+XO18edpHnsSAZG4wSCyOsjgj93pvcF5d+v3KwN3TxbJcDENZZvVYsChKwJewIBrGMKDK5YbnbD0ps9SHvd0RpW76/6jyrPdC+ph63VEyDnTodfR3UroP497bWb/T7ab7MG5xcdL6X80xj9JVSH+nZQwSP3I7PJI3qkxNuPH3/t7f41u/9Vv5qZ/6Kf7qX/2ruxaura0tvud7vgeA7/3e72VmZmZov09/+tM888wznDx5kj/8wz8c2vYHf/AHfNu3fRtBEPBP/sk/4bu+67v2Ox5A5SO7dOkS3/zN30yhUBja9vu///sAnD17dup2RT0Y8k3WvzPATfr3uLIsYJC1spWe3PTyURP5JBYnffuol9O4F8Ve4zusMWe1PQpoZYHQaRbO0gBMj43RFdF00mRxLxRijV4vYTrUkyYrhjEVayTga2trGHwlymaTBGSlY7t0wg1RspLcSUps1Ep5GeVmqFQ/257DdY+Ty53AdU9h2/NYpsFKqcF88yalF67ibNyAmS2wAsJGg87aGttXrnBre5vNMNx1eDpMMVERaVUUXCwziO2yLIrVKjNnzzLz9DtwnnwSVo4RRTa9TZfty0VWXy1xabXA+rZBEEKvF9FoBNRqffr9Hsq9UJRYnYLB0o4ubnMJPbwOvgwjSZpsWUkMV6mUgCy9XGK7xoEvGHYv1JXWUeBrlDK6H/A1zh0xK1G4KOEJ+BKLmIVhWLvtqWNEgEMcZ4EviQOTOCVZQIBhgGwQxya9nsPOTkwcW9RqNvk8OLbJ8YUyzvlTLJ2Z4/j5h4gWPCxCnFtrzH7lefB9KtvbdHd2CMMQD/WU1VBPVIeDBV+yNJLmK3SDgKXNTdyXXmK20yG8eBHKZYzQwaktUr59mvn2OVaqJ8CqEMURQVCi34/o9z08LyQM89oROoORyP0sR5dY0YiEgVPA17BFLIryeJ6B5+VQ80WEYZhD+b9MU11/3dop862AMiHigGT+1clkXDc5D1mWL/k9biEtS6ZZfExLGril35VZ75msNtLbpmkzqy+j/me1M0n9e31vj9p3kjHvpauk9a5YKz6SI3mzydTg61u+5Vv4n/6n/4mf//mf52u/9mv5hm/4BkqlEn/4h39IrVbj3e9+Nx/72Mfu2q9er3Px4kV6vWFv+jt37vDX//pfx/M8Tp06xec+9zk+97nPZR77Z37mZ1hcXNyzj9euXeP9738/hUKBp59+mtOnTxMEAc8//zwXL17Edd3d/GHTSBSbxJgwYrJM/85aGUpPKlmKfxbwSO8/qjyr/XGT57iXT9YLZxSoSR/7fo151Gpc1n6TjDmrX6JIilIKo60A4l4oebtEEfX9BHy1Wgn4knzDOzvKxbDRELeuJGlyvx8QhiFxrMd27aBUwhqJ4tkhie0Si5gOICCx0khsRxWVs2sGKKDcCyscOzbHiRNFlpdtqlWwjZi5fotzjaucvvX/UX75SxjdK0RhnygMiXs9YuHLF83qkEVGsGgYnASWDYMSDBBNEUqLMHuG5tIjNI+dwg8t1vuwZsC1OlxeVXlvg0C5GHpeRL8f4vu+Br4YfAtnooiAAxc9tsswTGzbxrZtHMfCNJPcXPm8Al46+BJiDT22S49/2Su266DAl/yX7yzwpVt7dfAlCxDCwqi7I6ZjwXSSGRmb/pyEoUkQOIPnyhnc8wK+vMF5T7NzGlodiGMDz4N63abXi9jejgeWQoNuL0d5IceyMcdCFexlsI0A/ArWbI2F0ussuAWwbOIwpA2sxzF2HO86oN4X91nfVysvrRbR5ctEuRyRZWFYBSrFC5yZfQe9RZP587PUchWCyKDRsFlfL7K2NsedOz6tVnFgEZPU0ga6y2ZyPwuJiQDbgGQhARKLWJ7hZyEgjiUWzKLddqjVbILA2gVRkj9dLFdyf+vsiJCArzQRR1YMWNr6laalHyWj3l2jgE/W4l/WMSZ5n4wCb5OAwElAZrp9KRsF7NK/J9FV0sfbS6Yd82hdRc2hCnDdXSEeY2s6snwdyRtV9kU1/3M/93O8+93v5h/9o3/E5z73OXzf54EHHuAHf/AH+f7v/35cfelqD+l0OrsJjVdXV/nEJz4xsu7f//t/fyLw9bVf+7X81E/9FP/+3/97Xn75ZZ577jls2+bUqVP8j//j/8j3fd/38cgjj0zcx7TsNRlOMjmnJ71Rx9hrVWzS1b+9Vq+yTP5ZE2Z626jJ+36M+V7Grvdnr236ir9u8dLBl878ls7bJeCr01HgqtVKiDWUkpjEdtXrEisW0+0GdDo9fL9LHItroQ6+BICJhatHQmgtli5dHO23iQJeC6h0w4tAGdM0KZcLnD49w1vfUuHRxxyOr4BtxjgbPvlLLYpf2aB9/QY3b14Gv08HlUWsSQL3Dkv0S2maJnYuR6FUolouM18oUHEcIjtHa+EsW8ZxNm5V2TEdulcM/DDm9m24eBEuXYJr1xRdv4rtkk+kfWQk4lJoaj2wSHJ2JXm7TNPAcQzyeZN83txVNrPcC0VpTMd26fEvArzS8S86ANsLfE0r+wVf0h99oUJcI0UZl+dGLCCOkyxERJGB51n0egbdrkUUxdq18Rmm7ddjwXTXRHWXBEFEEMR0Osm1FTc4Oc/dLhw7BrZhUKy7zK3PsmSeZOHEQ5TyeYygT8736Xa77LRa2O02Zr+PoU0Oh3Wvx3FMv9+n0e+zUa8TohYaYreAd8ph7sxZnnqixYMP+QSLMX4Aa2sOL71cxTQD2u0c7XZvAL5aKHp6g8RiqEPImLsJ9sWZF9RcIve7gC8BaRZRZOF5OdrtPIZRoN9XSZlddzj5su6OKKkK5J6S+1vukeQ87A2+hORDvvdacEyXpSULdI1754yzQk1TJ6sP6d9ZfZT/We/lw9JVDmPMe/VhlK4y7j1+JEfyRpV95/l63/vex/ve976J63/oQx/iQx/60F3l586dIz7gp2dlZYWPfOQjfOQjHznQdsetUmVZYfZqa1z9cZPvXhPzqLqTHmOvcY6rM8nK47T9maZ/e8mo4+sKp24RGKdwCqlGmnZbgJcko9Vju1qtJLZLcnzVagp4bW4m4EslTfbp9Tr4fpMo6jBMrCHAS3cvFPcinSACEupzyasksUqzKFKN0xjGcaCqwFfR5NSyxVMPWnzd23pcOOvhWBGdmw124jYb6x43r4a0zCQ3kk7pcRixXXp0lay7O5ZFeXaWwpkzOOfOYZ44AZUKEQ6deIE78Wku906y+lqRegxBqJIm37wZsrUV0OuFWqyRxMWIcmqmjq4fWZWZpsrPZZouhqEsiraduBbqIEvAl+5euBf40nN2CcjaC3zpn93zlyrTlRhdSUuviKctY2m3Q327cjUb3ib3vVi4hGQmihLqfLH6Sc6wft/AsszdfiqLWJIvLIpUzrCEOEKsumkyFMiOBTPZ3LS4csXC8yxWV01s02DWKHLaOIVxyqd4eoGisY0Z+xiNBs7aGvlr1yhfv46/uUkQBENHPaxYsA4qJ1gbuMXgDrSgUgpZWOlz/uE2c2+vUzhexAtMXrsSYXkOm2uLrF6bwzSjgeWwThwXSe5pPRZMXDl1chNInjhICDgk/Yq0o5JkKyKOEu12TBjadDo2pmnugi+5l/XrLhYxAUxy38s8Ku8KPb2CPjfr4Eu/D9PPwKSJmbNk2nfiqP+T1pm2T+P+H7auchhj3q+ust9zeSRH8tWUN2yS5TeipFeTprXA6PvC6JUk/Vh6vXTZuNWg9H6jytP9GNefrDFPcg7u15hH9TfruGnFM12ul6Wp42GYOj5JOJuAL4ntEvDleYrNsF5Xn3ZbWVx6vYRYY2MjYTVUCmdAFHWJoiZR1CTJfdQm271QV6LkxBkksV2lwbci17CsOVx3Bdc9ieOcxLJmsU1YcBpUt25T+PJN7M3bGHMNYiPA39mhfu0aa6++yo1aje0wHOJU078PUiS2a4YktssBLNumODPD7NlzVJ9+GvvRR2FxkSi06G0X2F6tcONalVdvFdhsqNiudjtmZyekVvPxPD25r7h0CpGDHttlk7gWqlV/0zQHublsHMfEtofdC4tFBbLS4EtRyo+O7dItXKPAV1qp3EvhnFbSCxF6ktxRixS6BXiU5UuPBZOxytjl+ZHzIvmjVFsGQWDi+zaeFxMEZgo0+4NrZqBbv0jlBYtjRfCxs+NgWS7ttkmpBLZlsFQtwonjzJ4tsXzyLNFcD9MMce7cYebll4njmHKtRmdnhzAI8BjmFu0wDF3uVaJBm10UW6hcSicIWNjZoX/pEm4cU75+nfzsLIQ21s4MhRsrzNROspA/RnepQhDGhGEN3zfwPB/fDwhDAa/+4Cht0iySSZyoQeKGKOdZXJeFgt7F8yKCwKHTKWAYKimzuB3q4CmXM7CsYYtYHCfgS4g4YDz40t0R5Ts958Ow5TZrkSItk7xf9vo96p2V9a4c9d4eZZGbtO39vKfHnYtR7+2DHHNWe5PqKqPE4P67AR5hwSOZRI7A1xQyalVpGiVnVN17XUka9XuS+tP0Jz2RTnIO7veYs16Me4muVKZJBtKKJQzHdgnJQDpvV6eTMLzpsV3DxBpQr4c0GiHtdki3G+H7MUqxaaJAVn3wLcAqDb50cghRlHRLjdBSzKFo5HOYpkW5XGVpaZaVlQKLizblMthELAVNHuhd4fj1L1G49AKxv0YU+0T9PlGrRVSvEzWbRGF4X+JfrMEIFg2DE4bBkmEoQm3HwSxVMZdPYJ19FO/Rd+CvHKfvmexchzs7sNqFK2uwvq7Aru/HdDoh7baP7/dJWA1F5NzpR08zQhoDxkFz4F6oyAUMI8nNJZavfD4BQ3pslyibAsz02C5RDLPAFwyDM12JTCuV9wK+5DtrISLrGRFwlbaKpWPBZF/PU2WioMsCR7+fjNdxEsDmeSa9nk0UWai8a5CABIkF05n8RBJ3ujg28H2bZhOiyKLZtAdgz6C1kqc4n2elssjKWaicBscKiddu4nYiFlZvM1e6QuS4xEFAB9iMY6w4xovj3Yx6By3pRY0oDIl2dogvXiS+fZv4ueeIXRcMl5JzipOFp3iq+jTFpRJbTpkgMmi1LDY2Cty+PcvmpkezWRjc90LaIwsNAl7Fuit1JBZM3Jj1WDBFMKOuie6qaBOGBo6jGD4dxyIMLRwnxnGMXSKOdCyYSlMwGHOcLEbYg2bl/pa5PcsdUepN6oI77ftyr/foKMCQ9Vzeyzt8XNv3U1fRy+5lzKOOMa2uciRH8maQI/B1gDLtJLCf1aj9yLi293Pse+nr/RozTNZ+WtEcF9ulgy/JdyTxXQK+xL2w2UyINUSplNiu7W21XbUR0W4HdLs9fL9PkjTZRwGrOgn4EkuNOPl1UcqRHttlkLjJMfhdQcV2LQPzQBHTtKhUCpw7N8OTT5Z5+GGb5WWw4pj8nS6VixvMvPAawWvPsXP7MoQ+LZSqJormYVi5ZAS6mKaJm8tRLhaZK5VYzOcp2TahW6S9cJadYJntG2Xq2PSr4Pkxt24Nx3ZtbSlXTokjCoKIMNSJSGSNVACraHXiXugOvhX4cpzEvVAINARIZVm+stwLRUEcBb7SSZN18JW2fMEw+LrXZ1S+R4GvtEVMj/fSLRTpWDDZJgBL2B51d0Q9Fkw9c8od0bYTd0SlZCs2wygyULnDTIatN+n4PRUL1unEeF5MoxEPznFMv59cg24Xrl8HxzLI1x1mbpaZD48xt3iOUhRj+j1aQUDQ7VLrdHDbbUzPw4iGgd9hPB9xFBG023TbbRq3b5NnwJRou4THH2Lx0SJvOXeG8w/36C/FBLHB+rrDxYtlXnhhkV7Pod3uDu79NipaU0AX2recQ31uUe6bSU7AgITdE3QiDrCJYxPfd+l0cth2jiBQ11BnQYTEEmpZ6pmRBMyQLFIIEYfc87KvuC1CAr7Sz8Re75y9LDz7fVcdxPvtsN6X+9VVDrrdafbfzzk4Itw4kjeqHIGvA5Rxk0PWtntdob4Xkf4c5rG/WmMe54aQXr2Xsix3Kr2+DsBEqRTLl5402fMS8NVoJMQaemzX1pbaptqL6fdVUL/vt1FJk8UlSHdsEjoLie0albfL1j5ixZkDjgGnMIxjQAXLMqiULE6v2Lz1UYd3PR1w5nQHKw7oXe/SjPvUNwJWr0f0TIhCdVQht+9x8MplegQS1p+zbcrz8+RPn8Y+fRrz2DEolYgMl465xIZ9jmudFW6/nqdlGPiBcuO8ejVmbS1mayumXgcVW5oo4gnYguQ1rbNBDkg9BsyFtm0OJUAuFqFcHgZf4i5XKAyzF8q2Ue6FWeBr1Oq9Xj4J+BpVPgpkpcuyFijSRBxCNa4/V7rb4TgiDrF26DFBAlQFsPV6yTmT+LE4VsAsCCx83yEIDKJIBxGh9okHfTIHiySJpdgYnJRCwSCfN/B9g/V1sC2oRAWOh8cJjz1JbrFMIXwMM/Yw223s27fJX79OeXUVb3MTL4p2HSElFuygFykiEldEHwWdXNR5yRcjqis+Zx7tUXm6S+50myCyuHotJEeOnY0Fbt6YYdMMB+epiYoFEyuXfMu5EzdneWbEFVHmFiFBcQbbTa1cWSl9v0C7rWL2ul17914fcGztEnEI+6ceC2YY6vrLt16eBiU646FukZX/AujSz1XaYqPLG+n9fNB92K+u8tWQ+6GrvBHlf/1f/1f+j//j/wDgYx/7GB/96EenbuPZZ5/l//w//08+//nP0263OXv2LO9973t55plnKJfLI/d77bXX+LEf+zGeffZZNjY2WFpa4hu/8Rv54R/+YS5cuLDvMR22RFHEr/zKr/Drv/7rvPTSSwA8/vjjfPjDH+Zv/+2/vTvXZ8l+z9V+5Qh8TSFpBUWXcZO4vn9W/fTLJF0/Xa7/H7VvVn/SK2hjfaVHtJtVZ5wc9phHHUPK08qjfOvKo16WTpqcFdsVx8PU8cJqKO6FArwSYg0V27W9ncR21esJmUAY+gRBjzBsEUWSclWINcTyJe6FYhUTdyBRlgQw5FFOenkExljWPI6zguOcxLZPYJoVXDtmzm5S3dmg/Mo6xe4mhbk2RuzT39ig8/rrrK9e41a7RT2Kdu0HgfY5aPBloaLSZgafsozAtinNzjJ74QKVt70N+6GHYHaWKLDo1ops3Z7h+q1ZrqzmqXUUsUajEbGxEdJoBPi+0PRDolimY7sE9knuLlVumgaua1Ao3O1eOIpYQ9wLczn1W5Q9cbPTqeMFfI1yL8yyfE0LssZZxLJA1rTl+rOTJqXRx6iDryAYBqXyvOmxPLqrorAjSuycgC/ljqiuVxS5WiyYPCfy0WPBZFuIgGzfN6nXLdbWbDzPYn1dxfHNl/IESyuUV/Isrpwkmu2AFWJvb1O9eJHjlkWh2WSlViP0/bvs1UKTc1ASo578AGULl6UCK4qYaTU4ceMq7p8VmGntkF9YIIxtittlyleXmKkfY85ZojFXxg8hiuoEgYXnBQSBxILJ090jiTqT50VyrcnSi1DQp8GXsojFsYPnBUSRRa+Xw7Jyg2dHzYeQgK98Xrl/6kmZ4zhZvNBZEMVyKvdVeiFA2tXfF9KeWMcmjQUb9/7Sf+vHz3ovZgHGce/tccfOkkne15O2NerY+rbDGPN+dZVx8ma1fH3uc5/jZ3/2ZzEMg/0S0v1f/9f/xQ/8wA9gGAZf//Vfz7Fjx/jMZz7DT/zET/CpT32Kz372s5ns4X/8x3/MX/7Lf5lOp8MTTzzBe97zHl544QU+8YlP8Nu//ds8++yzfO3Xfu29DvHAJQxD3ve+9/E7v/M7FItFvuEbvgFQoOq7v/u7efbZZ/nN3/xNTPPuK7Tfc3UvcgS+ppC9Vl+mXZnRJ5esFa5Rv0dtyzr+JPuNkklW3b7aY562D1kWrrTyqCuQuoVLTyDreeNju+p1ZelSxBpq5b5Wi6nX1afRiAmCGKXM6ElQmwyDrybKPahNEtsla+uQ2IcsFOAqo6BLBXCxLItKZYalpSrLy3kWFiyKRQPHCDkWNng4vMzxK1+m8OpFjOgOxAFRp4NXq9He2qLRaFCLokOJZ0mLgK8lw+C4YbBgGOQBI5fDqs5iHT+N/eDj+E+9jXBxiW7PoHHDYKNtcPOywdU1g61tdb67XZUnrdVSebuGY4Fi7ZwlRzcM5V5oGM7gv3FXDJdu4ZJynb0wDb4mje0SALYXsQbsH3zJb12yFif08mksYmlSBFm8SOfCk2dNLFzyTOmWL2HES7MjimVRtSfsiKDcD6U/6hkZ7qd+BwsAS+r5vkWrBXfumHS75gAMQGMxR77islSdZ+V8zOzpmMiNidZv44YWC7c3mbl6jch1iT2PLrAVx6zFMX6sYsEOUuTpDxlOzGxFEUa9zszrr+Pt7BC+9BIUChiGQ9E8xgn7MZ4svoXcW3I8ZBYJYpN222JrK8/6+gybmz2azRxRJDF0TZQaqbtumoMeyNwjBBwuw1bjEOV26BCGMWHoouYmF1AxX6AWNeS3WL50Ig5Inish4pD7VxZBbHv4/pTYMHneRHTLlwCwvWLBJrEO6c9V1rtNl1HvvVHHmOR9ntXXSd6H+3lvy36HNeZ70VX+Y5JOp8OHPvQhjh8/zrve9S5+93d/d+o2nnvuOf7u3/27WJbF7//+7/NX/+pf3W37m7/5m/nDP/xD/of/4X/gt3/7t+869vve9z46nQ7PPPMMP/ETP7G77e/9vb/HT/7kT/K+972PixcvUigU7mmcBy2/8Au/wO/8zu9w8uRJPvOZz3D+/HkArly5wnve8x4++clP8uf//J/ne7/3e4f22++5ulc5Al9TiK5wpFeoslZqJlnxGWXpSdeZZBUpvUo0bp+svo8bV7o9vc5e5+OgxzyqflY/spTEUR+xcunuheIymE6arLsXtloJ+Or1FPDa2lLEGu22ALiIViug0/EIAp84FtuRj1rD3kG5GAqrocR2tRl2MZQTYJAQQDD4ltiuJZSrYR7TtKhWi5w9O8Njj5V44AGb+Xmwo4jSeov5V2+w+NKXMV/7U7qbV4mjcDdLmDgcHZYYqd+WaZJzXSqFAguFAsdyOQqmSVio0KmeoO4vUL9doe3m8KsOvb7B2hq8chFevwzXrivAG0UxQSDXTGK7dMuHmfpGYy+0sG1jVzFz3bstXKL0SWxXsZhYuARg7RXblaaOT1u40uBLX6ybFnyNvQZjlLlpwVfWooYOPEfFgungSyyCAmLTli8BvgLm0pT9iQujItdQz7OpuSPG3M3sB0Fg0OlERFFMpyP9MNRvx8DJqSdyYwdyboxTz1NerzATLjIzc5LiqS5mr00nDIn7fRrdLrleD8vzMAfuiGg9OHCJIuJWi6DVon/jBl0GkViWg7V0nqWHfJ54fJ7jD56msxwRGBabmw6vv17mpZcW6PVs2u0uUSTzzg7J3GIwHBsJCQQ0BiPSY8F0d0QhADIGvx2iyCQILDodl0bDIYocXFeBaMn5NhjS7mJHPp8AqDhOnjexmkJyX8lzqJN0pJ8fqZ/1TslaoMiSrP1HWWv2ek+n9806fpaOkTWmtBykrnIYY06PbVpdZdT1ebPKM888w6uvvsq//Jf/kt/6rd/aVxs/+ZM/SRzHfOd3fucumAAoFov82q/9GhcuXOBTn/oUr7zyCo8++uju9n/6T/8pa2trPPzww/zYj/3YUJs/9mM/xqc+9SkuXbrEb/zGb/Dd3/3d+xvgBPJP/+k/5Tu/8zv5kR/5Ef7+3//7e9aPooif/umfBuCnf/qnd4EXwPnz5/npn/5pPvjBD/KTP/mTfM/3fM+Q9Wu/5+pe5Qh8TSlZE4++TRddOUnXTcuoSWvUvlltZYGaSZSwUeMZd5y9XlCHOeZx1yCtHI6L7dKVQVmhT4MvUeIlb1c6tqvVSog1okjVq9cV8NraSlgNgyCm25XYri5xLLm5hNWwzt3uheL60ycBXwaJomORBLnrsV0nUQCshGUaVIoS22Xz9Fs8ThwPMEIP/1qHXtSnuxFwfTXCN5KYkjpK/epz8MqiwXBkmtju8o5DeWGB/KlT2KdOYSjBptEAAQAASURBVCwuQqFAaOZpOSvczj/Aam2JjU6OjgWeF7OxAVeuKIKE27eV1TGO492Pus6i/EES5zWct0sp78q1MJczdy1TEtsl4EtX+oQ2XmK70uBLXAwFDOlxTlngS1+tHwW+9JXjgwBfo2QS8CX/IfuZkmdN+p/O06S7HUq55IXSAZuAMv08CmDr94fbEfDl+wb9vrq+w+yI4nYqEVlqclCLLMbu8Q1DkXF4XnK9PE/dY64DxTDHsneMUwuPY789T+7JhzDjPkang72xQWF1lfLNm/Q3N+l73pC9WpZWDvK5ilGzxfbgfx2VVMIwYpxCRH7Z58SDfR54uoN9uk1kOqzeDClaNo2tOdZWy2yYAkrbKBu0QeKeK0sx+rnTc63JcyV1dXdEnYjDIY4tfN+l2y1imuo62baFbavrKc+RYSRsoWlqes9LALfOcyL3iZTpz1HWM6WTe6TLRi32DZ33McAsSyZdwBwHLCZ5/+rHyqpzULrKJOV7jfmgdJUsebO5Hf67f/fv+IVf+AW+4zu+g2/6pm/aF/jyPI9/+S//JQAf+MAH7tp+9uxZ3v3ud/OZz3yGT3/60zzzzDO72z796U8D8P73v/8u9zzTNPn2b/92Pvaxj/E7v/M7meDr0qVL/OzP/izPPvssN2/eJJfL8da3vpXv+q7v4r/9b//bqccyqfzJn/wJt2/fJpfL8d73vveu7e9973v58Ic/zNraGn/6p3/K133d1wH3dq7uVY7A1xSiKz7pslF1YbIVrXH777Uta3LLqjPue1w/9zp2ltyvMUuboxTCdLkoc2lKbKGOz4rt0pMmC/jq9xWwajSGiTUktkuSJjcasnof4fs+ntclCJrEscRSSJRIg8TFUBQdydulh+4L+Mqh1KscsspsWQtY1gq2fQLbXsEwyuTdiFm3zXxvh4XbN1ko1Vjc6UHo0bh1i+atS2zU73DH69KK4131qk8C+Q4afNkkzpEzKDXPBmzHoTw/z+wDD1B6y1uwL1xQSZMDm069wubmHNc25rlx06UxsELWanD7dsz2dky7HdPvS2/Tlq7kt2HYKBdDe/DfwHUVYEq7EUrSZGEv1N0LhTa+UEhAloArPbZLBxPiOreXhWta8DUOlO1HRj1T04AvvVy5Bg4/b2L50vfTXTBFsRZlW7bprorCkieWMnFH9DxltZI+qL4qoBDHgdZHAwbxSqofApPUACzLYGtLucgFgcHGBjg2VPN5enNLFJYs5heXiSptsAPsep3y669zzHXJtdscq9UIPA8f9WTrSywHHQvWRy2YSHJmC8VeWvG6LNfWOb52kWLVoNq8TmQ69DYLLNyZZa6/wJw7x061SN83ieMmQWATBKFKKB0JcJKZoTv4iCVe4sH0vGACviAbfBXpdAx838Fx3N1nLU3EUSio38ViAtoNI3kOg8FJlPtdnjc9jlBdx+S50Bc4dJH6ky503HUN4rufR12yntW93rnj3reTPOMHqasc1pjvVVe517nujSKtVou/9bf+FseOHeMf/sN/uO92Ll26RGcw+b3zne/MrPPOd76Tz3zmMzz33HND5fJ/3H56PV0++clP8h3f8R30ej0effRRvumbvol6vc6f/umf8sEPfpB/+2//Lb/+67++73GNE+nPE088QT6fv2t7oVDgiSee4LnnnuO5557bBV/3cq7uVY7A11dRpgUu+2lrVJtZx7gfk9hBjnmcjLJ8pWO7pN5esV160uQ4ViBL8nbpxBrdLuzsxGxuwuZmTLMZDxSEgDjuE8dd4lhAloCvNsOxXaLUhNrvdGxXBZW7q4QCXjaVygyLixWWlvLMzVkq7sgIOW7s8Ih5iWOvvkzhtdcxjG2iKCBoNulsbrK9vs56q0VtAL4OW9KxXfOGoaJG3BxmdRZ75TT2hcfwHn8Sf3aOTtegvmqx0bK52bK5ctOi3lDXqNOJqNUi2u2QIEjbE2LtiEKgYQ5W2U0sa9i9UNgLdQuXxHwJ+JIYLj22K58fBlQCvgRo6Upf2vIFd4OsUeVSJt/jwJfItM/UqBXwacGXbMsq14k4xEqhW8n08yXlYhlME3FkgTK9XNqR51Y9/wa+b+0uigxLYg0D5bLYbptsbloEgcn2tmK8nJtxsN055s+UWT51kurJkCgXE29t4kQOc+vbVK5eJ3RzxP0+fWA7TmLBBLoclMQk1CJtrdyKImYbDezLl5lptwlee424VMIwbQrxIivxgzzmPIb52MOcfTSPH5t0uxY7O3k2Nqpsbi7SbLqDWDAdQsYkc5QsbggA03MN6pYviQWz8f2QILAxjDyG4QLGIM7PwDDUcxmGxi4Rh6QdEOVd3BHFNVXuST0WLG3B0n/rFlh5RuT+mhYQ7VU+TsbtM41F6LDlfo0ZDlZXeTNZvv7n//l/5sqVK3z6059mbm5u38e/cuUKALOzs1Qqlcw6p0+fHqoL0Gw22draAuDMmTNj99vY2KDdblMqlQB4/vnn+eAHP4hhGHzqU5/ir//1v767z7Vr1/hrf+2v8fGPf5z/4r/4L/iO7/iOfY9tlMg4RvVb+v7cc88NjXm/5+og5Ah87VNGmf6zytLbx31ntTdqMhr3kphkdWnaVa5J+rZXvYMes/4iTSuFWeU6bbwoapAwGuqxXaLEdToqtqvdvju2q1ZTAEyBL+j3YxqNgE4nwPMU055aTfdQ1q3a4CMgKyDJ29Uh4TLTRVzk5HcZla9rEWU7ymFZFjMzRc6dm+HRRwucO2cxOwt2EFHZaLJ09Trzrz+Hcf1L9OprRFFIL4rwfJ8wCIgEbR6CGKlv2zTJ53JU83kWCwWWXZecaRKWZujMnaJlrdBsLdJZnyPozNLtGqyuwWs34doarN5UwDeK4gE4jun1osF5FsXZ1D7G7kd3L3RdYxcc6eCrVBrtXqhbuMRaprsXThvbBXcDr71AmWzbC2TtVzGaZB5L/58GfOlAS1gQpXyvWLA0+Moi4ojjJFmz7o6onn1zYF0xUSQdMhABE3o8mJC3GBiGutckKXO7bWC7JoWqg1VWSyf5fIzdiCh2lqjaK5TnT1E41cHqNOmFIYbn0er12Ol2sT0PfzD56D04aInjmLjdJuz38e7coW/bdE0Tw7Qx506xeKbFYw9UWDp3gubiEoEJOzsWV64UuXhxDs8z6XSqA5DaQ81dlna+0rFgMqdBEgMmc5fEgtmoxSiTODYH51sBMM+z6HRsmk0bw7DJ5VQsmJ6UWdgRhYhD7h9IAJq4sspzI/e0Dq7SwCzrHTLNe1Pf5yAWE/djgcoCbAepq2TJvY75XnWVQ3pt3bM0Go2h/7lcjlwul1n3X//rf80v//Iv8/73v59v+ZZvuafjNptNgF1glCVCna73UfYbt69Oud5oNHbr/fiP/zj9fp+f+ZmfGQJeoFz3fu3Xfo2v+Zqv4ed//ucPBXzd65in3e8g5Ah8TSH6gy4TQdbEM2oCFNEnyfTEob8E9O1ZICV9LP13FrDRj5HV1qh9Rh1jVB/S5+Ggx6wvVusKXhp4pWnjISHVkNgu2R4EiXthv5/EjvT7w7FdAr4ktkuSJguroUqa7NPr9QgC3XFPwJe4F7ZILFs92KW5kFxekFhs5GOgXHnmUAmTj6MAWAHLMqiWLE4ft3nLwxZPPemxvBRgeD2iq23CfpPwRp3b3R3inW2iKKKFyhMkFB8H/Q6TKBCdvN0A8q5LeXGR/MmT2CdPYiwsQC5HYBVp5U9wq/gga9uLbHVcegPFa30drl6F1VW4c0edb7nG6noag/sigXqGoVbc1beBYYgly7jLkpUm1tDdC3O5YQuXDr4EgKVjkvT8VmnwlQZTk4CvtIVLJOu//tmPZC1apOc7va7e16znUAdgUi5WCTknUndcLJherrsFj3NH1Ik4okh9S7JmpfxLf2PiONTGpDqrXBhVmW5NE3Anbd+5M7iHQpfF3iLHZx7h+Fts3EfOY4VdjF4Pe3OT/M2blG/epLe5Sb7f3+UO1GPBDtr67EURTc/jjucRoKzOpmlhFEpY+TrHTzY49UQL80yHyA64vR5RdmxatRlu3SxhmmJR7qAyjFkksWA6A6v+YVBukoCwkAR8ybYEfKmkzA6dTh7LyuP7igTHstSiiNwfkMR85fPDIEtSGMi9I+8WfXFEtjnO3fev3Iv68yNt6yEwk4AR+a1Llo6Q9Yyl6+v/R73X0+Ap65gHoatk9fNexnyQusobScRiIjKKPKJer/PhD3+YpaUlfuEXfuE+9e7gJIoi/p//5/8B4Nu//dsz67zzne+kXC7z3HPP0ev1dl0DP/vZz/Krv/qrd9V/7bXXAPjd3/1drl69etf2b/mWb7lnkPrVliPwNYVkTRRZSlFWnazVnfSElW5rr5Wk9GQ4SjEbtTKl7zduxWzU9nEvi4Mcc1qZy/qf3jYutiuLWMP3s4k19LxdzSa77i/dbpK3S4g11PEiPM+n1+vi+y0SYg2hbxbwJRmAZJvOLygB7CYqpis/+DYBF9tewLaXcZzjWNYyplmkmItYKnU4bjY42d/gTL3FiukR+X2a9RtstK+z6e2wHXl04niX6qM76InHwUs6tqs4KHNcl/L8PHMPPkjxiScwz55VSZMDh3azysbOAtdqc9xcc2j7ilhjextu3VJKbq2mzr8i1YA4Nogic1eJBuVeaFnyEVcmY9fCpcd2GcYw+NLLxaKSBb6yYrtGgS/Vp2yQNQ58pf+PK9e36f+nkbRClaXQ6c+aPNOitIplQa+XBb5kn3S5HgumP7dSJnTkAvIUmEquh4AvUbYh2SeOjV2lXZ0bY6CIx4Njm4P5whiQtDBgTTQJQ2NABhHvKvl6f7a21DHLrku7soAzB7Pn5ojKTbB9rFaL0pUrLOdyON0ui/U6Qb9PwN2xYAcJvmTZZwc1w2yiFkJMYkphn4X+Nsda11ioV6ls1zFsl1zDZatfYcWaYalcpT5XoOeZRFF7EAsW4Ps+YSjgKxwcpUdiuZcbR48FExfFtDtihIoFMwmCPN1uTBRZdLvO7jnu9YbvL4kFS7MgijuiACv9/SXPbdZ7Tb9v9f+GMdz+JM+n/myMewePe29PAiz09kbpCoepq6R1hXsd86h90vvtpffo8tV0O7xx4wbVanW3fJTV6+/8nb/D6uoq//yf//MDySUl7nPtdntknVarBTDUP93tbtS+sp++79YgJQ3cDTizZGtri5MnTwIKZH3iE58YWffLX/4yX/7yl+8qP3fu3BD4utcxT7vfQcgR+NqHTKLQ7DXZpMv22r7ffuzVh0mPP+2++21zWmURhhU8/b8ALd36JcBLrFui4Il7oSRNFgVPYrvqdfXpdpW7W6cjxBoqvqvVUjFfcRwSRR5R1CWKWsRxh2FijRZK3ZJyCVYX4GWQ2Iz02C4FXWzbGcR2VVlczDM7a5HLGeSNkJP2Dg8Er7P48qvkXruOYdWJAx+vXqd56xYbN2+y1m7TgF2nofTnIEXA1zGUjW4OpfgZtoNVmcVeOYX1wOP4jzyGX63S7pjUb9rc6TisNlyu3rRpDaj6m011rhuNeJDUOt1bcS8c/BskR3Zdc5fGWkCWzl4olq+s2C4BUnrerjT4EuCVzi8k20cRa0wLvrKUlXHP0n6eI32/tPIzLSjT/48CX1nl6ZgvnQQhq1wHvSpOaLhcLB26G7HujihWrSAwBgyJ5i6YT8ZnDFzbkqfEMAwaDXAcgzA0qNVUe9Wyg3F6hpnjRZZOHaN6IiTOR8S1GraZZ3azRvnqDULb3gVG28AtEhu4v79LlynxoD0BecbgY8YxM+020fXrFMOQmdVV4pkZDMsmF86y5J/lwfhhggsPsHImhxdb9HoWtVqBjY0qW1t9mk2HMBSbXQd2Z5aIYRp6PRZM5jZIbOERSSxYQBha9HouppnDMCwsS5IyGynwZQwRcUBi+XLd4XtY3BHFYi2iW2BHWbay3H7Hybj32iTv4r22jwIl07YzTd/2896edsyT1t3v3Ha/pVqtTqSwf/rTn8a2bX7pl36JX/qlXxra9sorrwDwa7/2azz77LOsrKzwm7/5m2PbO3fuHAC1Wo1ms5kZy3Tjxo2huqCAyPz8PNvb21y/fp23vvWtI/dbXFzcddXT42b/u//uv9tjtMMg9EMf+hAf+tCH7qozLdW8jOP69esj62SNeb/n6iDkCHwdyUSylxXuqyWjrF9pYg0dfOnEGnrgfqejQFS7nSR41d0LhVhDlcfUahHNZkinEw5Wa2OUktFGKSJ1EmKNAKWg6LFdunuOQZK3Kx78ltiueRQAc7Fti9nZIufPz/Dww3lOn7aoVsH2Q2a36izfuMLc9S9i3PoK/dYdgiikHwT0+328Xg+/38eP40OJLzFSvy3TJO+6VHM5FnI5lhwH1zQJq/N0507Sdk+wHazQax8jpEq7DTd24OoGXL8NN9cSUNvrxbRaemyXdixDMRYycC0UkJXPG3fFao0CXxLbJZ90bJd80kp9VmyXHtc1KfiSbVkKS9bqevq3XnZQz6kOpMYBMb2u/l++9bHrdUdR00vddCoIOXc6+JLznnZH1GPBXDdxI07ittS3POfK7dgcrKzHqfFL6oJEyVDMpgb1ukkQQKNhYFkGjYqB5eQozubIL4BXgoIXY7VdCsEWpdwJSvMnyR9vYFUq9KMIw/dp9/ts9/uHkhcsa2HFjGO8Tgfv5k28rS36Fy/SdxxMw8SsHmf++Ft45IzL7EOLNBYW8C2HRsPi2rU8ly7NDvKiVQhDYUBskMSCQZKAWW4cYUuEBHTJgkmAJJ6IY39ggZQ41wDTNLAsk2bTxHWVtSyfz84LJqkH0rFgcl/pSZl1C4vcV1mLH+nFhiN588hX0/I1jQRBwB/90R+N3H716lWuXr3K2bNn92zrkUceoVgs0ul0+OIXv8hf+At/4a46X/ziFwF4+umnh8qffvppnn32Wb74xS/y1/7aX5tov8XFRQqFAt1ul5/5mZ85EOvdtCL9efHFF4fcGkW63S4vvvjiUF24t3N1r3IEvo5kIjls4JV+uWX9z1LwdJCVVtaEVENWvXX3wl5vOGlyr5fEdWXFdunEGuolH9FqefT7fcLQI0ma3CdxL2yQWLhGxXbpli6bRCFxSWK7jqEAWA7LMpmpWpw95fC2J2yeeDxkcSGCbg8ut6C3A1dus72xytbGLcI4pokKkxdHx4MWcSRKx3YVczkqS0sqtuv4cYy5OXBdArtMs3iK26UHWd+cZ6dj41nqXN++ncR23b6tzrdcN8+LB8pycnMoxUzAjrAXJu6FaUtW2u1Qt3DlcqosbeFynGzqeFHuBcBNA770VfZRFq5x5fr3uN/3IlkgS/+ddkVKuyPqddJuXVnU9Dr4MozhbfqYdGCWjp1LgzK5Hro7opz7hAXR2I0dU+dP4rwkT1yszTHxoP/GLi26uD4ahlq40a1tGxsDq2ngMtdZZKXyMMeeMnAeOI0VdDA8D3tri/ytW1QGecHyvd5uFJUwGB50wvMYpfB1goDtTgcLtUxkGibGsRBr5Rgnj+1w8sk2nO8TuwYbmxFzZYdee4Y760Xu3JE5TzKMCfgySGLBxLKv5wUT90OZKSQWzNK2JbFgYBAEDr2eS7OZI44dXNe6yx3RMIZjwfR7SSfiELAm95jsa2vaUPp5TpfL/vony8Uv/ftIjiQttVpt5LYPfehDfOITn+BjH/sYH/3oRydqz3Vd/qv/6r/ik5/8JP/sn/2zuwDFtWvX+NznPgfAt37rtw5t+9Zv/VaeffZZfvM3f5Mf+ZEfQc/1FUUR//yf/3OAIVINy7L4S3/pL/F7v/d7/NZv/Rbf8z3fM1E/D1K+7uu+jpWVFW7fvs2nPvUp/ubf/JtD2z/1qU/heR4nTpzgz/25P7dbfi/n6l7lCHwdyRtK0gBLyrK2CcgaRR0vxBp6jIjnqRd2p6O+BZj1esOxXQK+xL1wczMh1lAr5RH9vkqaHAQSNaXHdgmpRofEDUdPliwuh6J0SGyXisgwjByWNYfjLOC6y1jWAqaZp1yMWKn2OJVrcZYtLvQ7LHUDwm6XVv8qW/4tNsMGtdinNzhCn8Th8TCINcRGNzP4FAYjcgfga+7hhyk8/jjm6dNQKBD4OdqdGe7UF7han+P2LYfuIJn11hasranYrp2dhOUsiozBinhMHCfajGkaA+uGMcSIl8vdDbLEvVDP25UGX/LJAl9iMdGVMj22C4bBlwAwKdcBWNYKexajof497vck9WFvC/ZeIGtUnXR9vSwNsKRfOijTwZdcQ3meYRi0pp9zOc+65Ut3+dTBl5TDMAW9EHpI30RJVyQdxsByZg65SAaBMQBuxpDyL6A8DNU9nMtBwXY4XpzDqj5A5fQMM8WHwfawOh2K166x+NJLWP0+c40Gfq9HiJo56iSxYAcdl+kN2g4H3yqqNKYQe8yGDRb9Wyz0X6Pc9THCHJW+Q4MCN3JlblRLNBbytHsmUdQlCCx8X2LBII5lPvRJYsF0AOajZiYBWTIPxgzHgrnEsUEQ5Oh0isSxSb9v7z5fpdIwBb0eC6azaOpJmfWFOt3CnY4xTFu+BJztZZVOf79RvUb+U5A3i+VrP/KLv/iL/OIv/iJf8zVfw2/8xm8MbfvBH/xBfvu3f5uPf/zjvPe97+Wv/JW/AkCn0+HDH/4wYRjy3ve+l0cffXRovw996EP8+I//OJcuXeKHfuiH+PEf//HdbT/0Qz/EpUuXOHXq1F2MhT/yIz/Cv/pX/4r/5X/5XyiVSnzwgx8knaT5hRde4NKlS3exIR6EmKbJRz7yEb7/+7+fj3zkI/xn/9l/xvnz5wFFEf+DP/iDADzzzDN39Wu/5+pe5Qh8TSn7mUin3efNNFmP6utBj0FXzrIsXzp5hu5e6HnDsV1CqtFuq28BX91uEtvVaCTuLO12kjB5czNhNYzjiCjyCYIuUdQkjkW5kNiuJmotWZIpxwzTMIuFy0aBrjKKh0xBF9t2qVRmWFiosLhYoFp1cV2botnndK7Gme5V5l64jPPaTbBbxL5Pb2uL2uoqt9fWuN3t0h64Fwr0O+jVc7QRVICVwWd2UGY6DnZ1FvvkGexHniR4+BHCUole26Rx02Gz53Cz6XLjlkWnq65Vo6HOs7h4el5yrcWNSUgPlJJs7BJi6G6BOvgqFhOlWwdfen4unTo+lxvOESWuhWL5gmEXuDTIGsVqmAWyskCZlO+e4ylB1rjnbq9nclqQNYk7onyPckvMclGUvmSBL91iptP26wq0xP7oVihRtuXa6hT0Ar7kOiSxYNDvK8IW1ddY66+xO++IRBG78V9RxCAuDMpFm/jEDNVjBZZOLTN3IsAqRsTNJk6+zGytSen6DQLb2YUmO8Bt1LPb42DBl8xGLdQMtU0yI1W6XfqrqziWRXljg+L8PLbt4AQV5rsnOedfoHPqHHNLeXqRTb/vUq8X2NqqsLXVo9k0CQIh4pA0GnJUBkeBZEFK4sOERVF6EiIsiEFQoNs18Dxl/ZLrXS4ngD2O1XMtCdB1Vly5vgK+5BrqsWCOk9TPuhflOutl+nN/ELLf92bWfvdDV9nvPkdy77K5ucnFixdZWVm5a9vTTz/Nz/7sz/IDP/ADfNM3fRP/+X/+n7O8vMxnPvMZbt26xSOPPMI/+Sf/5K79isUiv/Vbv8Vf/st/mZ/4iZ/g937v93jyySd54YUXeOGFFyiVSnzyk5+kUCjcdbz/+//+v3djuD760Y/y+OOPs7S0xPb2Ns8//zyrq6t8+7d/+6GAL4Dv+77v49//+3/Ppz/9aZ588km+8Ru/EYBnn32WTqfDt33bt2Va5fZ7ru5VjsDXFLKXa9woRSS9z6gVsaz209uz9tVXk7P+j6ozqu2sPsu+e405q840Yx4lOtBKs6OJa6G8VCWGQ1wM9diufl8p9QK+9NiuRkMpTmlijXo9ol6PabUi2u14cPw+SrGQBMkCsiT4XEg1xP4UkygfJspexOC7hIIscygY42DbFnNzJc6fr/LggzlOnjRV/ik/YH57mxNrl5i79HnsjZeIOluEcUTQ79Pvdul0OrT6fVraEQ9SjNRv27JUbFc+z0Iux6Lj4Jgmwdwi/YXTdAsnqXMcr3+MyCzTbMP1BtzYhtV1FdvV6UAQqPPdaCSkJ6Lw6Mq3aRqDsmH3Qp2NUFwI0+6FQqwxKm+XHtsFwzTmYuXS+zMKfGUBL70srbSlV9HT29Jl6d+T1B/3HEpZ1v/9WL7Sx0mDLnEJS7sW6h99oSXtjihzQBYRB9xtERPwlS6XWDCdsj4h4lAWL92t1DQNoije7fMwaUiM7yeuynGs5hnLMiiXDQzLpTTnUlyCqAMlA8x+kRw18sWTFBdOkzvVwCqX8OIY0/dp93rkB7Fgho7yuPdnOyKxTYkYcYzR6dBZW6Nfq+FfukTouhimiVNcYn7pSR48GVF6cJYH5hfwbWi1TFZX87z2WpUggG63NEh47qPmRoljFWAF7JJxiFOloW3T3RGVI3MUBUSRhe+7yNypnqGEVMcwTHo9db4LheF7RsC449ztjqjHEaYBV/re1e9teYYnJeMY9Ryl39vpffaqk543suodpK4yqp9yrrK+9xrPQekqR5LI93//9/PUU0/xsz/7s3z+85+n3W5z5swZnnnmGZ555pmRSYXf/e538+Uvf5mPfexjPPvss3zqU59iaWmJ7/iO7+CHf/iHeeCBBzL3+xt/42/wrne9i5//+Z/n3/ybf8Mf//EfE4Yhx44d48EHH+R7v/d7+bZv+7ZDG69lWfz2b/82v/Irv8Kv/uqv8od/+IcAPPHEE3z4wx/mu77ruzBG3Dj7PVf3IkYcj3r0jkSk0WgwMzPDzk6dSkWx1xymJWsvIHS/J56sCXKSfUZZxLJ+y//0CrmUpwk0pFzyPAkAk7o6dbwOviS2S5ImC/jqdJSL0NZWQmUeRTG9XkizGVCvezSbPr1eiHpkJMi8hnLaEfdCSZos4Euo5kW5EPcaUTRyqHiu5cFnFnCpVk0eftjma96V42u+Jsejj9rMzZkYrSbmay9ifvEzWH/67zBfeg5ja51g0JPbwBqKUrrDwYIviUoT9UdUpFKpxPLiIidPnOD4sWPMzs5i2w49t8pO9Qx3Zh9hY/Yh6qUTBHaedlvFc125AteuqRxevZ6Kq1FJkxOrVxjGA8XaGGIWFEU4l1MAS0CWWLKEOl7cC2UfAV9Z1PG6hUsnchCFPM1emAZfulK2l9UrC2ilFT99235/34vsBbIm+T3O4pXljpgGNDr4GhXbqS/A6OWSOD1NTS/zgp7PT0BTmu1UyttttU25I8e7QC5JWREPLHHGLvCXlAUCBlZW4Nw59VlZGSwKBB1mWmss1S6xvHOJudZ1cl4T3/fZqdW4dfs2N9fW2NjcpNPt7kZMeSTxYAdpzTZQS0FLwAlUtOksYGEQL68QPfEOwj/3Fwjf8R7iBx4jLpbY2op46SWfz3++zxe+6PHqqz6tVkxCcn8HWEfNUH2ShShxQ5TFKRM1H5YGnzxJgvkiyql5FiEfMgyTQsGiUnGYmXGoVBxyOXOXBXFuDubn1be4I8p8Uakoq5lQ02fl89NjwfTFl72e/3HPcvr/vTyre+kCB/nePux970UajQZzczPU6/VddkHR2Wqou+W+9gd1l+r9OZIjScuR5WtKmcTSk7VCtNeKz15uA9O4FYyzio1re9TxJj1ueqzjVu3GKWWjwFeamlp3ORwV2yVKlh7b1WolsV0CzBLq+IRYQyllEd2uR6/XJQy7xLGoO+nYri4J+PJIYrtEsTBQj1tu8FHkGoaRx7bncN0FHGcJy5rDNF1myhEnZjxOF7uct3Z4MO4zH4aEUZtWdI2d6A6btGkS7MK7jtajg47tMlCAq8JwbJdpGORyOSrLy8w98gj5Rx/FPHlSJU3287R6s9xpL3NtZ4Y7ty28gZVRYrs2NhTY7feNXYVWlGgBXQKaxCVQwFFWbJcOvoQ6XgdZ0s446vgsAg1RvPYDvvZSyvarrE1afxKlaNyqe/r/JOBL/o96xmE43kuvPy4pc9palrYm6uArix1RV6rFEiL3nV5f5hKxlA3XN3YXCpLrbuyeZ2FPjWMGucHUt9xH4pqYz0POtDmWn4XyeUrHylTzF8DuY3a7FG7eZP7llzF8n5lmE6/b3XXkqw8+TZI07gchMWruaKCe+RbiCB3jxgHVuMV8tM58dJVSaGKFReZii66dY61YYHWmQH2xSqFgEkUeQWDj+yG+7w+ea5mtJOZL/sckDtIew7Fg8tvUfucAgyBw6fXymGYR37dwHBPTVM+93DMwmgVR7pNRRBxyT+nPZxbQkt962bhnda/3dua1meBdrstB6ypSNqqNLB1iVH+y+r5fXeVIjuTNKEfgawrRlYRxypLIKOA0qa1xrwl1r77qfZwEqI06TnpSHNUHvd5+xyx10x9RhEYRa+gr3KL8yEq2njRZj+0SYo0wVCvbAr62txNWwyiKCAIV2xUELRJlwSOJ7dLBlwAwYQKTkyDAS2K78oCJbeeoVmeYn68wP5+nUnFxHIeS3ed8scaJ5g0qL1zHvrIOTpeo16N75w7bV6+yur7ORr+/a+GSuC6JtjhoEfC1gloRnxmMyszlcOYXyJ2/gPPWt8GDDxIXigRNk/ZNh83LLjdvudxct+gO3EDrdRXbVaspMOz7ybWHRNGV3wKmBDSNAl86q6HuXqiDLAFxOoHGXuBLT5isgy+d5EN/PrIsXONA1jhgptfRZdS2tKI1ibIyqfKmXyN9W7pc74N89H6k+yb76POWuHWNA19ZBB06+Ervo8dam+awO2IafIlFTI/fc91k0UcUejmGPiZxcZZzJu1LXJrEghXzNsFKlfJSnuXzywQnAuJSiNFuk3v1Vea6PUq3buGvru7OLDUOLxYMEmfBLsqCvmvh7vVYvn0bXniBfKtF8eWXwXVxvCLV9gqnOmd49NhpCuUlOqGD50GzWWB7u8z29izNpoHve1rPJbGpvkAlwMzgbuZDQ/utYsHCMD9IfO/Q6bi716pUGr7eAn5zuWGQpbsj6jFdyeLPMIjT70+dBVEkPT/cK0DYD9jIeu4PQlfJAlmjnvlRgGzcGPerq4wTAxjlanZYYkyj7BzJf7JyBL6mkGmBT3q/rElm0ranAWLT1k33a9J9ddnPmEe1k0VDrbsW6dsEeMlHtqVjuwR8SUzRMLFGTLsN9XpMva4S+XY6krfLI457xHGbOG6SxHB5KOUh7V6I9q27F7oo4DWLiu0qARau6zA/X+SBB8qcP5/j+HFT0Z17Hku1TU7deZn55/8D7s5F8OrEYUjQ7dJttWi2WtR6vd1w9sMWy7bJuy6VfJ6FfJ5528a2LMKFY3hLZ+iVTtGwThCEx4n8IvU+3Gir2K4b63DzZgKE5Tq024llUhSWtDVJQJa4cuXzw+Ar7XZoGMOxXXuxF8LdsV2Tgi/pb1rBmQZ87QXKdJnkWdRjUfYjWWBqL6CX3jfdzigLWJbla5SlTI6dBl86MNMtYvr5FIVbB1ISCwZ3x3ylwZdcU2FBDYLhBM+6dU2PTdXLpP0wVAsOtg3FoklsuBRnXUrLZYw+VFwwwza21SZXPkVu8QzlU3WsYhE/ilQsWL9PvtfDlNWjAxSZ3XRQZwB+r0fx1i16zSbB668TDx5EJzfHwtyjPHDsHeTOFjk7O4vnuHQ6BmtrLpcvV4jjmG63gO/LwlQb5ZII7KabliPB8BKSOaijAzHFChuGPlFk4PsOhuEABqZpEATGwFVZ/fc8ZUXP55P7Q8B3ViyYgHqdiENfBBDiF/0+TM8L496pWTLuvZ1+f44DVNMcc9r39jhdIWte26s/B62rHMmRvFnkCHztQ/YDlLLK7wXs3KuMU/Dutb1JyiHbwpUGXzD8Px33IeArTawhdPISqyHkDQpkKdfCep3Bqil0uxHNZkC3G+B5IUEQoWK7uiTOfLIeLKuzXZK1Z3H0M0hiu8zBfwNl6ZpFxXUtInYj1zVZWHB46KEcTz/t8vDDJpUKmM0Q+7U27n+4g/3aFRqvv0yrtoUH1OKYdhThxzHRIayyWSjVZii2yzAo5/PMLi5SOn6c3PIydrWKZdv4+Tmas+fYNE6xfbNCs2ERmErBXFtTsV3iYii6osTdiJKrK7E6s6CUCfgSN8K05Ssrtkv20VkQs2K7IFHGs9wLR4EvXdFKW1TS9WBvkDVOoUrLpIrXtM/2XhZrHRyNO17WyriuPKUtY3rbWeArfc71usJYp7enM93pinIa1IvbYdodUQdfOpgVJT0MEwup7ramW+OlDRmDLDrEsZp3TFPdy4ah7lFQc1KpBHZgUWlWWTBPs3iuzexsFatXJw58co0G5fV1Zm/dwtvcpNDp7LIX+trnICFZDES+T7/RoNVqUTMUA6QDRPPLOI/mOTV3hmNv6RA8EBKVoNGwuHgxj2ka1GoFNjd9ul2ZO+skRBwxah7dPRKJC6KALm9QR8CX5ET0iWODOLZhkLA5igw8z6TTsWk2bQzDotdT7ohCxCHXWiykch9IufweRcQxyh1x3ILFpM/2OJl234PWVe51ftmPHLSuciRH8kaQI/B1CHKQZvPDOuZh9kXaT//Wy9LB9rItHdulK1h63i5RsNKxXQK+ul3lVthsJm5tsuK8s6NcC3d2hFgDPC+k0/Ho93uEYR+VNDni7qTJYvkSmuQ+Sd6umAR05VDwRY/tmsVx5nGcRWx7FsOwmZ+JODHrcabU40KuxkO2z4wdEVoNOsYqjXiDrbBJx+8T+P4uPXRt8H3QSZONQa8rJKHt+cGI8vk81WPHmH30UXIPPYRx/Dg4Dn5QpOnNc7t3jBsbVbbWLPxYKZqbm8OxXXLtxIoJw9YIsUqJtUoPhhf3Qj0gXog19HLDSPJ2CQX9pO6FOviCYevWqLxdWcAp7YqYtc/Qed9DCZoEZGUBmyyZZE7QFcsshTILlGWVZ7Uh9dLPPgyTbKRBWRp4SX39nOrl49wR07FgabdDcUfULV8C3KW+lEPSlk5bL+PX3dbEvdbzVJmAMD0WrFAA17RYdKr4ubPkLuQp5c6Qs7qY/T75W7eYvXSJOAyptFr0u12iOKZLQgHUJHHmOygJgFYccycM8YEN1Oxm+z1KYYNKvMGScYOCVcCyytRsEz/nsl7OcXM2z85CGccxiWOfIHC0WLCYOM4Neisxs0JBL4QcxqDMIEnKbDLMlBgBPVQKAJteL0+zmScMc7RaSSyYgHVIrrvrjo4F0+8f/b7SLZ/6cycy6eLKVxPYHKZ+cFA6yT31RS7S/RSZII7kSMbIEfg6BJl0NekgAdCkx9yr/KBl3Gp2mtFMd9nRrVvi5iMWrnGxXbKvHtslrIZhqMCYHtslrIZhGOF5Hp7XIQz1pMl6imKhjo9JIqwEdMkJtRhm7HIBC8dRsV1zcyVmZ/OUyw6WZTPj9nhgpsaJ1k1mL66Rv7WF4/SJOx28tTV2Xn+NW9ubbPnermNjwHC65oMUAV8zJLFdFcA0DOx8HmdxkdwDD5B7+mnM8+fBzRE0LTq3cmxdzXFzPc/tLZP+4FpJbJe4GMo7SVeodetT2mKlgy9xL8wCX7o7ooAvAXFp9kLdspamjtdjuCDZJ20Nk31ke5Z1K0vhulcFbNxzOw7cTStpq1PWsfR6k4KyLEuYvk23KKS36dZw3TqRbg+GQZlOQS9KtdQXhTvNYqfnBdOvs8R8pcGXgCch4kj3RUTmNR2MCeiPY7U4lMtBzrXwFiuUzrgsnVsgPO5BOcTo9ci9/jpzQUBxfR3v5s1diNJAcQoqCKLmiIMUWfjxUQBPbE95r8/i1ibHX7tIIQ4or17FKRTIezlmG4uc7JzkoYWTWM4iTc8hCAxarTw7O2V2dno0m+D7Mrv1US6JMscK8BJgJqBMItHSRBwuyh3Rpd+PiGOTXs/ZfX6FiEPuATn/rjusLwsoE9dU/V2UBuIwbDWT+ULK0/MFDH/rdUbNA4clh6mrHJROcr+x05Ecyf2QI/A1hegKo/yH8avM6e1ZSsq4leq92h5Vf9QKeLov6TqTKlWTHm+UpFe+9ZVFie/SX3gS0yXgS8/bJa6F3W4CvnT3woTVMB4CXzs78cANKCaOA+LYI45V0uRhYo0OCfDSqZJFqxL3QkiA1ywJJ6DEdpU4f77E2bMOy8umsuZ4fY617nBm5yVmVr+C3boMQYsoCPBbLdq1GrVajc0BsQba0eVz0CKxXZK3a9a2sUyL8Nhx/MXT9MunaDmnCDlJFOeohbDaNbhZN1jbMLi9nlwvuQ4JdfywkptWesXCJWAqC3wVCgkY0qnj07FdEteluxfqtPECtOBu61YafI0i1cgql+80CNpLicgCZlnzTfo46TbS//d6xrPKJgVT6Xpp16usNtL91H+Ps4iJ+2B6wUbOW5qaXi8XAKRfK90dMR2zI+ArbSkbxYIolhNxqdWvT1aMmu5S3ekk4KvblQUIgxiX4qxDuVfCDmOaMZj0sJwebuUWucXTlE7sYLkuYRjiBAHdfp+dfh+r38cIwwOdHwQKebDrTA1Q6vex19eZ6ffxVleJSyWwbRynwmz5Ac7NvhXjhMvKw1V6To5ez2B93eXq1RKGEdLv5/B9cZTskKglkXYUU+uFADEpEytYTBILlqffN/E8F8PIYRg2pmnQ60EcG7v3qSLiUOkB0uBL5go9KbMeC6bfU/KtLybJ/ST3qOw7CZCZ5p0vx8ra76B1Ffmf1c5+j3VQukqmHFm+juQNKkfgax8yiXIx7b6j2ph2Eh630pz+n1Vnv2MbdzxROkZZvXRFZFTeLnEvHBfbpSfmFaW/VlNWF3FJ7HQims2ITiek1wvxPAFRwr4lVi6xcOmxXWJviknUDwv1GMn/PAp0LQELKLuRTS5nsrjo8PDDOd7+dpfz5w1KRbDqAbnXGhS+vEruzit0L7+I16wpZ8cwpBtF9MMQPwwP1MolPU/HdpmGQaVQYHZxkfKxY+SWlnDKZUzLxi/O01x4gK34FDu3KrRbDqFp02wqMo2r11TC5M3N5BoK8YlcM7kH9NgrHfAISca42K40dXyaBVFfmU67F+pB9Gn3wmnBV9YnvU3+7553425dYJxuoPdj3D5ZK9XpbVmAbhxYS++T9T99vCwFadw+oxah0lYvXWnVAV4a0OwFvkbFgumLAkKKITqUbvEUkCTlMkaJBQuC7FgwfW7TU2LoC0gyn6mFA4MoAts2iIFGS+WlskOHUnOGeeM0C6eazBQL2N0dzCAg32xS3txk7vZtvK0tCu02URzvpn4XEo17iQXLWvDxg4B+vU6n1aJ16xZ508QFwuo8uQcCTh1fYv6RC/QfCIiqKinz66+7OE6VZjPP1pZPuy02/QZJAnqJ7dKXmqReTAK47gZfKvbLJMkTFmEYinyj07FoNi0sy8L3jd15R3cpFIIUAV9yneVe1MGXDqzkHhGSDtku99vueUw9Y2kX5WllUv3hIHSVUe1Me6yD1lWO5EjeTHIEvqaQLMVpnKQn2PQqT7qO/B9Xf1T7WatNo/o6agUpq929xpaeDLP+Z61m6wqJrhjpiUv11WexpPR6iSIv7oXtdpI0OR3btbMjeaREuYlotz08r08UyWqrgC8h1dAp5cXVpY9SYQQCWYOPi7gWgoFhFLHtWWx7DsdZxDSrmKbN4lzIiTmfc7N9Hp5p8vBMQLkYE0Tb9PO3aBub1Lwa/U6TsN3ezbWzjYJ+B00dbwx6XUVBxQqD2C7DoFAsUl1ZofrYY7gPPICxtERsOfhRiWawyO3gOGt3yuzcNglidd43NlRsl9DHi+VSrqeuQAv4EcAkyqoe21UsZlPKS3maWGMS6nhIjpOmiJd9ssCXbhGRsvS2ic75AYIyvU6WQqKXj1JSsuadrHayjjWOXGAUyEr3aaKV64z29b6kFdi0hUJivvQ5Rurq5WGYXHtJaSFzj35P6TGLuuVLmFbTRBwCymQBSe4hAV7SZ8kLJnUkZYIo8a2Wuvcdw2LOquA5p3DP2xQfPEHebGMEPu6dO8y89hoRUOx06HU6RHFMDzWX1EmiVg9Sbw3jmE4YsjVAKQKfLNsh59Uomhus5G+Rr8xiVVs0TANzxmF71uXWXI6tuTKgYsHC0CEIJL1HRBx3B70VOhEhN4pIPA8kFiwmWQiTWDBrt04cm0SRhee5tFpq3u527V3wNSoWTGdilfnLsoYXAyCZS9LPY3rukd/6/StgPD0PZP3PknE6xSQyia6i15v0eKPq68eZZFz71lW+WpavIzmSPeQIfE0pWQ/7qLK0jFK60nXSE8044JU1Ye+1z7h20+VZK95Zx8tarYbhFV59m4CnUeDL84bBl7DjdTqJFUuSIzebysqlE2uIe6GAAeVuEuP7IZ7n0e+rpMlJImQh1tCp42PYXTeW8HUZuB7bVUBiDVw3T6VSZW6uxMxMjmLRwbYs5go+D87VONm5zdxrtylt1sjbPv1Wi9b169RWr3KnUaMWBEPRZl0OF3zNAMdRHIxlBrFdhQLusWPkHnkE9+1vxzh9mth2CJo2rVt5Nm/kWd3Ic2fHxA/Uua3VktiuTmc4SD2tsIhLoFisdPAliZEltksHXxLbpVu40rFduuuPHtuVBbJGUcdnxXaly/T9spSlewFTk9SddiHooCQLPKVlGuA3Cjym55N0WdaquQArXeHVjyEf/Trr92cWkNPbEUuWzEm6NVUHX2kiDpnj9HIBf/q8KotOhpGAMDleuz1YYHBMOnNl8idtFk7PE670icsBhu+Ru3aNGdMkv7XFwtra7rJSExULFjPsOH1QIrFg0eBbzYTgBj5zjR2Wr18mV3Bw6ndwSyVC32W+NsfJ/goPLaxgPDJPrecShgbtdp56vcTOTpVmM8bzCiTOjl3YjfPSRyBzNAzHf5moeTpGzdUmYejQ6xUAA9+3se0Y0zTuAl/pWDB53uT66tZR/Z4zjLvfdTr4Gne/6ffdNO/z9PZxoOhedJVR/cgCZ+O2HZauciRH8maSI/A1pUy68nIvk8J+lLRRE3F6n2lXxcZNrJNKlvVLJ9aQl5gwhWURa+juhUKsEQSJe6EkTRYFZji2S8AXxHFEGHpEUYcoapOoIhLo3UG95MW9MCZ52Yt7CyQJk2dIOAEtcjmHxcUS588XOXPGYXHRwHWgHPRZaa9zuv4C1ZsvYnWvQ9gl8jx6jQa1rS3Wt7a443l3kS5LLw5abNum4LrM5HIsui4zto1p24Qrp1RsV+U0rfxpQucMkeWwg8GaZ7DWMLh5x+DORnK95Dp0u4kiCsPxMjrIETClsxGOItYwjLuTLOvt6rFdOvi6F+r4LKC1l+Vrr3J9W7p8lExaP2vBRN+WVTauvl6etSCUtW8aLKX7n95Ht4jJ/3Rfs/qul2fNf3q7ukKbLtdBWTrmS1800q2h6VgwuZ+ywJdhDBNxpO9P/Ri6JwAkVv16Xf2XWDDXNQhCl0LVoeyXcAzo2DEmHlY+wq5skFtcpXR8C8swiMKQXBDQ8zxq/T62rGodoOgEH3VIHLA9D29jg1wUMbOxQVStguNgWyVmimc5W36C+JjB8vkSHSdPv2+wseFw7VqJq1dVLJjniXeCcDkaJPM12n9ZRJOjh4NvU6svRBwxQWDT6bgYhoNh3E1BL5bNLBbELPCVxa6Zng+y5ptxQGmU7GUtEjlMXWVaMDRKjzhIXeVIjuTNJEfgawrRX95ZiskomaTOvdaX/k0i92IVH7Wvbt3SlbAs2njd8qW7+Aj46veT2C5RSHo9peBLbJe4JYrSv72trC5CrNFqxdTrEa1WRKcT0e8rKBPHPRICDXEvjEmINboksV0iBnfHdhVQwGsRmAfKGIZJLmextKTydr3lLS5nzhjkc+DUPIqvbVH9yusUXvsSwfVXiDtNenFMfxDX1Q9DvDAcOvK9ijHotYOCixIRYZkmM8UicxLbtbiIUyqBZeOXl2gtP8Q2J6ivV+l2XELDpl5XsV3XV+HWbQVs5TpIbJcezyKKrLj/6e5bOrGGWLLSboc6e6EOvtLuhVkWLmlPAFgaXKXBFyTb04pBGpBNArIyr8UBgLJpFmYm3W8ShWk/x02DLPmdBZzS7WSBwyyrl6786vFcaYCVrj8KfMm+44g44G7WRLHqipVEynXwJUQcaYAnz1AWyZDkBet25TlSsWCOY2DaJl0PKhWwYig2ZpgxTzJ/8nGqrkuutUkUBuTabRULtr6Ot7lJvtUijLNjwfbzatAXh3QLven79Gs1+s0m/Rs36FuWgkWlGYrntjn5ZJHqmZM88IBPMAPdrsHVqy6OU6bZdNna8mm1hMuxhZq9ZEnKSB09Sh1dFsvE8qXscXGcIwxNwlDFgqlrZRDHBo5j4romhmHS7xu7RBySHmBULJhuJdXzgo1zR5T7I30f6nqFfq9kPSuTvMcPW1eZVg5DVxlb58jt8EjeoHIEvqaQtFIwqdI1qs64lZ1p54tR9Q9q9UhXYOQ7/SJIu1voFq40ANMTkerxFUIdL+Qasr+et0sHX3psVwK+oNsN6XR8PM8nDH3iWGIEeqgXucR2iYXLJ4nr0tUQCdp2SKCLiWkWsawZbHse217EsiqYhsnifMzJpYAHVwKePNnkwTMRhXxEWNzE296ml6tRC+r47QZRu00fRdtcI8kgdpBicHdsVw7lXlgslZg5cYLKo4/iXLgACwtg2vTjCrVwmbXoOLdvFamvGYSxOtfr68N5u+Ta6rF6+steAJW4BUqZuBdmsRpmxXzpsV1p6vgs9sI0+Moi0MhahU4Ta+j7pJ/3ScDUvT7H06yGT3usUfvsp61Rq+yjrHBZ52zU3LLXcXWLhb6/vgCki34vpC1iIukYMf1eg2wWRJnD9HjCcUmZ5dmRBSfZX1+gEit/Oh+YgL1Wa5CU2TCZMUscN09gnTYonF0ib7QxQh9nc5Pq668TmCb5Todup0MUhrtRrnUOKRYM6IUhO2GIjVraclFzjxvWyeV2ODm/hXtiE2sB2h2Dkm/SXre5s1Rge7NMFJlEUUAU5QmCmCAIBrFgQsQhKT8kHlcsXgItdeIkg8Q9UV3sOPZRFjETz3Notx1M08H37V0LfZZFzLaTay7vM5lzXHf4/acTcejvQP2+Slt7Vd+GQbq+PWsuGieHpascxFxxL22Na+9IjuSNLEfga59yEA/8/Zg09nuMcRNhevUZstkLdfA1Km9XVmyXnjRZ6kpsl54vStwLJWlyvS5KTIznhXS7Hp7XJYp6DBNrCKOh7nYoL3FxXxGR2K4iyrXQBQwcp0C1WmV2tki1mqNYtLFMk8VSlweqOxzvbDB3eZPSTpOcHdCv1WhfvszOretstZs0BuyFAcrWJg6PhxHblSOJ7VpERamZpoldLJI7doz8ww/jvOUtGCdPEhk2ftOhtV5gY63Ija0CWw2TYBBft7OjYruEPl5Wf+We0HNniSIiyY712C5hNBT3Qt2FMCu2S5Ivj3Iv1C1fkLQ3Km/XNCBLr6vHAI085wcAytLAJf08jmr/MGUUOBq3Wj5qrGmANO54o9ray/KlLwLo+4xjR9StF1Kuu63q95d+rFGxYDr40hfhdcIPvdww7mbXk0UNGI51BPUMFgpgWwZLM0WclWPMnqjgL5+Gio8RBrirq1RME2d7m7m1NQLD2I3P2hiM4TDygglx/Nag/U0GDKthSLVZZ+HWdRYvlil7TdxqFXyb+e0qJ3qLPDi3RPTgHCsnHMLQoNt1qdeL1GoqFqzfl1gwYaPtMEzCoQMuiRm7G3ypcpMosun3c7TbBcLQotNRsWBpCnrfT+YbnYgDht0RRQRAyRymvxv1+ySdF0y3iKXnr6z7epz8x66rjBWd0vZ+SXq150iOJEOOwNcUor/sp1mZTStOkyou08g4c/6oFehRfbkX14BRlq+98nbpK706sYasDAujoU6sIeBra0t9hNUwjmOiKCQIPIKgQxR1SEgzJLZL4I44+YnrCiSxXQJdSijbkbIbGYZJPu+yuFji7NkCp05ZzM8bOHZMNexx0rvNie2XKd26hBncgqhP0OvR3tri/2fvz2Nsy7K7TvxzxjvHjTnixZvfyzmzuhpjG2ibocGgbhAIKLBbDXYbWW0jRAsBAlwI45Y8ycIGyYBENxgbC7UAV9ktWwiE0wgoaBpU/Stsl8uurMx8+caYI+5875l/f5y74uy73zl3iIiXlWliSUf33n3O2Xuf4e69v2ut71pHe3s8OT3laBxYQ1oVp5nLdlgwAMeyqDkOq47DtuPQME0M1yVe3yJav064eove6j3ilRtEWBzHBoeGwf7AZPfI4Og4cy3s9VIALFEn9UWrulAQS5aAKdfNFo7C7dItXyr4Ut0LxbUwD3zlhY7Ps2LpVq6ze6SULWr5Us+f+SymgLJZx8+r2Z5XFtVkF1mrZJ98zhozijT8quRdb57CR46dBrJgcsGrHqe2ry6i1TrPwwVTz5dzVDdFmAzEIcE1pA1ZvKs8MNU7YDRKxz3TTP+T6X/CIAxdqk2bptmgXk9IlhOsOMToO9hrJ1TXn9BY38MceSRhQDuKCMOQThDgiAvCJUpM5sTdgjOH7VIQsH5yAl/5CtVul8ZXvgKlEpZZpu5c57r7Cv7a6zS3q/SsMkFocHzs8PhxlYcPIzzPwfMkLJHY7ww4C4gkn1DMBZPjskAcvh8TxxajkYtpplywcnky4IbKBVPLBUSbZnqO+v7Ie6JzwdQxDPLf+3n/19OUHy96rVJk3dbr1P9/l7VWuYz105VcyYctV+BrASlaBBUNNtPqOQ/oKRpo9IXirDrm7ZMqqqZa1xrrZeqiR4CXCr4k343K7RLXDeF2DQaTgTV6vbzAGskYkCW02wmdToLnJaQuhqnLSZIMSIGWTNYSNUtCFotaUyZkW/tdIQVea6SJk6tj8GWxuenyyisub77pcOOGgesklE6GLL37jJUv/jKNX/uPWE/fAW9IEsdEcUwQRYzCkGEcT8C+i4r0XM/bZZkmy/U6y2trVDc2cFdWcCoVEtvBb27T2XyVVnSNzm4Dr+cSJhatFjx5knG7Tk+z5zAcZvnU1Hde53ZB+lt1L5RAGdPcC3Vul+qyk8ftUt0Oi8CXDpyKyovA0az/8kVA2XldbdT28yxRat2zxgwdWBUtkor2XWSBN22cyevfPOOaDqZUty4Zn2TBnDeG5VnEZFOBkQrK1JyERZYvPQS9gCo1BL0O5NR6pZ9BkI6PkI6f6ftvEIZgOxamDaMAmk2wMCm3GyzFOyxvv8YSJs6d2xAFlAYDaicnLB8eMjo+xu33ieL4UrlgwtgSGxRAHAR4JycE7Tbxe++RjDUsVrnG0s3XuPm6T/3mCrfvb+MvN/F8g8ePHcrlGv2+zclJnV4vGo/zfdIRDziLcJhoW0wGyAxSOGiNv6duh0niEgQGYSjsWAvhfhmGgW2nHLAwTO+1BOKQ55kkk1ww9X+huk6rihyVC5b3/5V61XdW9ucpidRzi+Sia5Vp+/R1SJ5S5MNYq1zJlXwc5Ap8LSCq5UsdAPI0qvNqePOsRvp56v68RcasBVDR4ilvgaMufvTrK9qnW7nyQscLAINJ90IdfElEQ+F2CVBT3Qu73YzbNRhE9PshnhcQhhFxLFP+kMy1MI/b5TPpYmiSBdWQxJwGhlHDspqY5iqWtTb+bbKyDNe3E167H/Ob34q4fy+k5MTEe0OCYID/uE+HHif9HslwwJDU/aZNlkHsMhV2JumSQbhddcb8CtOkWq+zfP069Zdfxr5zB5aXSUwb32jSNrbZjbc52KvQ20u5XZ0O7O3B7m4WPl4H0jAZOl7lZIkblW7h0sGXauFSF6WzohfqoeOnASw1sIbsywNZRXUVnTNL8kBZ0XF6G7PqnadMr1sfK/KOK9J6z7PAK+p7Hpgq6u80rXtRG3ljkpTrvC0VlMmnDrLUdtWxXt4lOUYFQ+q9VTk9kLkwCiiT61ADcQj4UrlgArJ8fxL4SfsCwORcaUf+G6NRGojDNgwaVNnkGub1iPK1Vcp0MOIQ++SExgcfsPHOO7ijEYPhkGisFOqRccEk09ZFReqISblgrShij3QkLgNGHGPTo7Lcp3lngPPWEHNryHBksLFkEAxsDvdcDvYNhkOI45gk6RFFBlEUEscRSWKR+RKEPO9KLoBLYsrapKNnCg/T8w0gJElMosjA82z6fRvLsvF964wLJvOWzF0yNqkeAUmSPRPVsCgWMRnbHCerS3edlu/y7qjvmQ7K5FP/fhlrFf34PAXyPMe8iLVKoai+6B+WXLkdXskccgW+FhB98p9nUXWesnnrzBt0F6ljnuPzBtE8Ud1jVO2wLNbVwBrC95rG7er1Mk6RgK92O3UtlMAacZzgeRHDoUcQjIhj0dOq3K4+k6HjRQ8r+lzRiJqkcKVCFhfQoFSq0GjUaTbLNBoO5bKNZRlsLQ2512iz3Tlm+Z1TKkd9XCvCOz6m95WvcLL7hFavSy+Ozlrsky1mXkRgjRKpbW6blNtVIQVfTrVKaXub8quv4rz1FmxtkWDhd0t0jmrs79d5dFDmtG88x+3qdtPfOo9PBSgqt0vNt6Vavmq1SfBVZOHKC6whbajgSwUreuh4mLRund2jKSCrCJTp+/LK1bKZz+kCIOsict4xYta+aUBK9s8LytQ6i0CWWneR1n4ayFItXHnHF7UhW1EgDjVEvKoYEAXFNC6Yp5CtBGTJ4lzaUq9V+jGLC1atgm2ZrNYqJOsb1LcqrKztkNR9jCTE2d2l7rrY7TbNvb0zLlifVFEEqaJoxOWKqMZOSGHRKWOVVxRR73VYefaIlV//ZSrhAHdlBSO0WT6uca23wv3mGsFLTba2ykSxwXDo0O1WaLfrdLshnueSAa8R2WgryEf2ycCgJ2WWcuGCWQRBicGgjGEYeJ6JZaWWLzXyIWRjkzwTeZay/i+VsnJ5huo7JaJaxOR9mSbTFCsil7FWmbVvnrXFZa5VFh17r+RKPkpyBb4WEH2hoA52eaZ8XcszS6ubt69ocZG3T+/PtLbzButZAEu1cOmuOWrYeHUhUhRYYzQqBl/CK5LAGkGQ/j45yQJrCPgKw4ggCPD9EUki6YgFfElI+SEp/EnItKLCAzCZBF4NUo7XJLfr5s0yOzsWy8tgWwnLyZBb8S5bR1+hevA+ZnIIiU/Y79M/OODwyRN2Ox1Ox4E1ZMoPyNhnlykG4FoWDcti3ba5Zlk0TBNKZZLVDeLN60TX7zO69TrJ9g5hYtI+MjjpGxwGBnsnBscn2bPpdLJnMBplgEvV0MsiQixcat4uKc9zO5zmXqhavvTQ8ap7oQ6i8sDXoiDr3Pd+znrmbXfW/1A9Jg8MzQPu5qm/CBzNM6bk7VPPVc8vupa8ffPcmzzRF7PyWwdlshguAl/qfVH7K8BNFsqq5UvGPPW9FUuVgDL1eBkn87hg0rYaxEi1qglg8/3MCu2vlagsu6xWl1neSnDWEywiDGcZ82RAY/MZzdWnGGOXgs64Y90w5DQMMS5Zky+jc0jK1hLbkxNFrLbbhA8e4AYBtUePcGs1TFxqxibb5n1eab5MdblE2ygRhAatls3Tp2UeP27g+wa+75MkCSls7Cktqq6Hybj1hMwhUgVf8lsCcSQkiUkQOGfjngTiUJ+NuEYHQfaMIRuz5P1Qn5WMXep7rT5zEfXdyhvXZsmLXqtMU4LM05/LXqucyZXl60o+onIFvhaQaVrfvO/TFlnn0SzN2j+tD3nH5V3PvBYuVXusWrh08CVBNXw/4wkJt0tcDAV8+X4KvFqtdJPAGgK+jo4yN7hUW5xaspLEI+N2CbSRvF0Sx0tPLKq++iZZ3q6V8WcFwzCoVGy2thxee63Ea6/ZXLtm4Jgx5dMhyw+fsf6VX6H2/ucxDx5A4BFHEb7nMRiNaHsepzl5u865fgR4jtslCxfbslip12msrlJZW8NpNrFKJRKnxGjtOt31l+kEW/Sf1fB7DmFscnwMjx7Bw8fw9FkWOj4IsucjebvO7pSZ8a5UbbuArGo1A1NqSHm9XLdwTQNfMGndynM5vKh7Yd7xern8nvmMtDrnkSKFy2WBqUVl0Tanuf/kLbKK7qcOiPRFWdHxeRarov3TLF/yOS/4Ul3+oDgQh+oSKO+/9EPngsk5njfZJ50Lpv43kyRzRZRz0/+ogeeBZRvYDvgRHJ6CZZiU2jVq0TZLm69QfyuivLODEfo4oxGVVoul42PWTk+xej3COD6LLSibwJdFRSCP2KZE3DDEOj2lORwSPHtGPI64Y7kV6lv3uH5vSPmVOjdubTBabuIHBru7NvV6Fc+zaLWqChdsSOoLIGBLPtVeqHOC8MWEM5YmZY5jB99PCAKbwaB8Voea/0uAsoCvRiN7P9Tnq0ZNTJLsPRHLmbzbqrVfPV51R5TjpwEcVb4aa5V59513rXIlV/Jxlivw9RGUeQfUi7Yhn/rCSS3Ty3VOg3qcgDABX7JAUAGYukjo9TJulw6+Tk/T72kdCf1+zGAQ4ftpnpfnuV3iYigWLvHrF26XuJ2YTPK60gnXMGqY5jKmuY5prmIYVWzbZHkZbt6EN980+Lqvgzt3wLEgeRISmQOixyeMursMnj4mGY0YkLrR9JPkuYxhlyEmKT9iabzVGAfXsCxqjQYrN25Qu38f++ZNWFoiNmxG1iqnzg57/gZHT8r0TYji1IK4t5fm7jo9TZ+FbsUUcCWLBRUcqZEIK5XUtVACaMzD7coDX3pgDRUs5YGvaUBKLZ8FyvJklrJllpvPeQDbb2SZdT+mWcjy7nWeNjxPi6/XUWT50oGZerxah2yqJVjn4OiASeX4GMbzXDA5Xg3EIe+/9FHqCsNJZb78Tw0jc2OUemUBL/9XzxtzwUyDWlxhI9wk3noVZ7VBKWphxAF2u0398WM23n0XOwhYVbhgfVIuWJdJZ77ziD4uxkmC7/v0fZ/Tbhd73B7VKmatylLthNV7A8yviTB3wAvg/fdtDMPm5KTC/n46Z0RRTJL0iWObOE7G3DCVC1aUViR1NZy0iLnjd8EkSczxuSZhaOB5FoOBhetaxLGJbRtn4FnelzDM3KeFCyYiYFwPxKErJ+QdU99r/R0VuUwl0pVcyZW8OLkCX1cyIUXaa3VxoidNFv6BuBeq3C7Pm4yQJwBNgmr0ellgDd9PrVqtVhZYI+WKJYxGEYOBTxD4xLFMmgK+xLVQdS/UuV0iFumEWkKNalUqVanXKywtudTrNqWSiW0ZXFsdcbfeY7vXZvlBl1p3hG2E+PsHjD74Mq2jXTqDPsMoIk4SPNKFSYvLT1oKGfhaJuV2rY5/m6aJW69Tvn6d8ptvYr/2GmxskMQmXq9M+6TB7vESTw9LtEcGUZTe+5OTNGFyu50+E3n+8mx1/ork7FKTJuvuhaqFS3dH1ANrCNBSAVYet2te8DULZOkWjvMsQuQcvc2LyFfLwnVZUtT3PCXOeerSQdJF6imyfMHkAlj2CbhSFU860FL3FQE79TryAnHIuTK+qgBLdUcUy7SIujBXg3XIPgF+SZKOtSkXzKBZKROtbFLZLNNcvUZSS/MhOgcH1Op1rMGAxuEhwfHxWdj4Y9IxyOfyuWDijng6vhld0pHaCkMq/S5LB7ssP/h16mWD0uFD7Mhi+bDC9qDB3UaTwb06qyslwsjE82x6vRKdToVer4Hn2WTO39J7AWMwOWfAZLJmUdhZ498WSWLi+zb9vgu4jEZpNETHyYKkyD0X8KXmb1MtocIfE6umGrBIfU/V4Bu6i17Rf+/jOp5cmly5HV7JR1SuwNdXUYoGxxc5YM4zIOtaYHVBrnMNZMJQrVuqhlbc1yQylwC1fj8FWhLQQQVfp6dZYI0UsCUEQYjneQTBkCTxyIIYj8hydg3JnGHUidXgeW5XnTRxsoNhmFQqJTY3a9y4UWJ722RpycA2Y1aNPnesJ2zuvk/l4BGmcQJJQNDp0Nvd5fDhQ/Y7HTpRdNYjmdo9pQeXJSZQMgyahsGWYbBtGNQhRTlLS7B9De6/BJ/4JMm1a0Shgb8H3cTg+MDg2XEKuOI4yxfU7abf5bmpYEsFKGKtKuJ2SVRDFXyp3C7dvUoHX9JmHrdLBUuzLFXntXxdFADNYw1T2/mvQRYBZbMsYtPcGudp47yWr7x21XcMsgWx+v8RlzLV8qW6I0pb8p6rli9xV1Nd01QumF6X9FcPl28YKeDqdNLvnpf+Fy0LBmslKs0SG6sr+C8lRJtgmjHm06dUPZ/q06fw/gNwXZIoogfYScIwSWjFMZe9pFXB15Ax8CINxNHsdNj64AF2ElN+9oxSo4GJTTVZZyu6xcu1+7iv3uA0cQkjaLct9vZKPHlSJ4oMfL86dkcUd3SxcMlmjD/zuGCMv4OEpo9jizAsMRxCklh4noVhMBGIQ7hgYsVX3URV8FUqTSoyVfClvk/yHqoWTdUdUR3z5PdliW6V/jDGr2ntXAHLK/m4yxX4uoDMWjgUucFMGzTyBrk8d5y88qI21LJ5BywVaOlWLzVvF2RBNXTwFQTpxC95u9SkyRJUo92eBF/tdgoOjo+zqIaQuo7EsU8UDYljAVkxKcQZMuliqIqALvkuebtWxp9pYI1q1WJrK83b9corNhsbYBsJtfaA1afP2Hz4K1Sf/DLm6WOIAqIgYNDvc9rrsd/vcxzHz7V8EauXQcbtcsi4Xe6Y21VfWaG0uordaKQJk90K3uZNequv0BtsMvygQnBiEoQmR0fw8CE8fpK6GLbbGbdLgLEku4bnrU8qt6tSmbRwSbnk7VJBmZo0uVTKymUxKcBLd8eaBr70xcV5QNbcz+AcoGzWMf81Aa95RAc308bIRUDWou0vavmC54GOCr70+nVXMrFqqFENpX3V8iXXLOBL5RBJXfK/lf+06p0gx0heMN8X5YhBEIz/g66BH8L+YeqO6LSrVEdb1Ndepf6JkNK1a5i+h+15lDod6qenrJyeQr9PEEXPBRO6CBdMsi/2lHInihh2OrgPH9I8PiaqVsFxMO0StdWbbN/4b7FuV9jcWWOw1CSITfb3bd55p4rvW7RaNbrdkChKSOeJNuloKkE4Eq0XeVwwcVGXQBwpFyyK7HFS5vRo180CboiFS8CXuN2r5aprqrwfOvhSwTtkHgB53gGqZXWhe7/gWkV/z6eBs6Lfi6xV9LWWvh4qFLlZH6ZccrLyK/mNKVfg6wIyL4gqWvzlDSB5E7deNu273oa6iNCjeMlnngZYjtdFDykvli9xOxQLirgXDodZYA2JmifcLgFf/X7qWuj70O0mdLvxmOOVEATiDiJuhRLBUMCX2Jlk2hd3EZkwZRMQVscwUm6XYawAFVzXYGkJbtyAN9+E3/ybU56XTQKPPIzoFPO9x8SPf53OB++TBD5dYJAkZ6E89Cn8omKRcbsk/qIN2LZNvdlk9dYtqvfuYe3sQL1OYrqMnDVOSzfYH61z8qjEcJx4tdVKc3ZJ3q5eL1v4SQoAmeyhmNslFi49SmFeVENVk68G0FDB17TohfrkK/t0t0PZl/d7XlC2qMwLsK5AVrFMA1LyOc8C8LxtFI17eZYvmLQA62Aqz4In76oKvvRz9RDy8n+RPqjJlw0jW6SLO5v0UxbpwgWT61bXgDIWh2HWL3FxEy7Y4SFYJlSjEmv+Bpsbr2A3qjjhfaw4wOp2qT19ytr772OGIc3RiCiKCEhH5M54exFcsGg4xBsO6R8d0TWM9JhSCe4OWdlZZ3nnJZKv8eFGQhDDw4cWtl2h1aqwt5fOM+lcMiBJnPG9F2ClcsFkE2BmkM4xkv8rGJ/jjPlkFlm4eoswTBMyl0omjmOSJMYYfBlnoExAkh6IQ561eAI4Tvbs5X3RAVLee6i+V7PGPbUsb82iHpf3fZ79RXXPqqeoP1dWryv5jSBX4GsBKXKTydMaFWmB8uqcVleehijPEqb2aZq7zLwiCwDd8iVWLwnIIJO+WL7EgiILewFfvV4Gvjwvcy9UA2uEYcJgEDEcBvh+QBwLXyskBV59MhdDNYC76Etl4hSg5ZDyutK4gGno+JTb1Wg41Gomrmvg2Ak3Nn1eWhtwy+iz1R6w7viYSYh/8Ix+6zHt/gn9YIQXp9yuISmvqz1u/UW4F1ZI7XObpByvEmBaFqV6ncrODtXXXsN65RVYWSGOLUaDKq12k93WMrtHLt0x/67bzSJFttuMXWUmN13LXsTtKrJ8lcvPuyOKdjYPfKmaWz16oRrZECb3FYGyPHebPFCWJx+nibzo2j4suYiVaR6ZNm7Nu+haBKzp43UeyFJBma6Zz3M7nMYFk3PUcVVAkxo5UUCWtKW7HcrxqkVMOLbqO6ICPYk4q/ZNrnc0gno9jY64VCrh19corVgsNVepVwZgRNgnJ1TrdRgOqR4e4o+5YOIqKFwwcQq/LEnGdbZJFyyjJEl5rnFMORhS6x/TOH1E/aCJY7WJEhuv43LLrHK4XmP0UpWV5dQd0fNM+n2XbrdCr1fH88wxCFMdxmUekRfGGG8xkv8x7UlCNtfEgEUcG/i+zWBgY1kOvm9h2wa2neVzk+ciyitJNyCgWN4HeY9kLMxbG8i7J7/zIiU+dz8vAbxcxNIlUrRW0d/fvHK9jkIR7cKHKR+nCeVKvmpyBb4WEHXA04GYuhiZByRJffKZZ+GaponS689rY9bApC8q1E23bukWLj2whoCs4XCS2yUWLjWqoYAvNaR8CuYSPC9kNPKIohFJIrBGLF9F3C6ZKFPt4yS3qzb+tDFNk2q1zMZGlevXXTY3Ter11L1ww+lz13nG2tNHlI+fYdgdiAOC01O6jx5x8PQpR/0+/SQ5o2VLJjGPy7V6Mb6CMin42iENrlEBDMtKw5Xt7GC8/jr8t/8tbG6S+Ab+vkH3PZOjE4NnRybtTvqMhPPR6026F8Lzi0jRuErSZOFqqSBLt3xJSHm1XOrMcy+8CPiaBrIuKosCmhcJgBYFWfr+PEWQLnn79MWOvjgq6stlgrJ52zjv8Yv2BZ4HZVDsdjgNfImoERLVZ62CL51HprojqhY6AV+SykNN96Fb3FRvBs9LxwTLSs8VLtjKcolS3WF9Y5ngXkKymYAdY+3tUQOq+/vw/vtgWSSko3KFdEzsjrfLFAFfrXEbLcbhL+KYRrfL+uPHGK6Le3qKs7yMYdiUg2XWvR3ulm7B/Wtcu2UTxibdrsXBgcuzZ9Wxt0VpDL4C0nlFQJbMLcb4u4AzyQcm1i55qAESiCMMXYbDNCmz76dJmW17MiplHGdeBTJfyrMTi5jwx+T56YE45JmqngPqe6iOHer4OWssmaak0I/LW9/Mo+SatlaZtu7JG9eusM6VfBzlCnydQ3RLlF6ua6ZEpg0SRdoedZ9uDSsCebMWXbNEJmk1uIZMDNO4XeJeKJOJ6l7Y6eRzuySqYbqASIiiiDD0CcMhSSIRqSSwxpB0Gta5XaoGEjK7UZ3UZlQHSpimQbVqs7Xl8vLLJe7ds1hdBZuYRrfHxuET1p/9MuWjL2H09kiikGA0otfpcHh6ytNej9M4PtPqqlP0edd3Mo2rmwGULIulWo1qs4nbbGLVapiOQ1yu4l+/y3DtJYbBJqODOtGwhB/AwQE8ega7+3BwmN5zeQ7Cu5PnBpPuf6o7n4SOz7Nw6eUyoQtYU/NzSf265UvV5kq7MB18yWfef2pey9fCz+YFT+q6smVWXxfpzzwLk7x9RWPWNAAn+180KNNlVp+mnbdIX3WQpdaTZynLA1+Qb90S5ZXanzwOmSzep1m+gmDyPyNgTMZy8UiQBb3nTVpbJEVEEIBbMqnUTAwHOiNwbLDbDUrRFtX1l6i8PsBdXsX0hthBQKnXo9pus9RuEwwG+FF05rOgbud5/MLsFXAno7wdRaz0eiSPH1Pt9Vh68ABKJQzLodLYYXPjDeJti+atJr36EkECx8cW771XJgwNOp0y3W5IHIv7epcMfKF8QgbAIuUYlQsmURAtgiANbe/77gRg0jlfKvhS520BX6XS5Dw+LRCH+i6q0S/PK/OOG7PWQvp/bdZaJe/Yok+9rSu5ko+TXIGvBWXaoHaehVPeYDPPsXnf9TJ1EaEuIKSsyPKlJvGUCVvKxbVQB18CvPSkyd1uPrer3YbT0+Qsv1QYyuQWkAXRmBZYQ83bJX73JpxZv+qkdqMNUgBWxrJS15pr1+C11+CTn0y/W1GC/WhAabBL+ehLuP/l/yV++gFxGE4QyX2t5csQixQmNsY9royvxHEcGsvLrN66ReX2baytLahWia0Sg/Imx/XbHHZXab3n4jkQBAYnJ/DsGTwZB9aQ0PHyLD1vkgei8rXy8nbNci+URYKeNFm1Zk0LrJEHvvQFrcg8IGuWnBeUXRaIm7ee87RTNC6dZxG2yDnTFD3TxrM8kHNZoGnR4+dpdx7Ll9qm7o6o71M9CtT3QwVm6v9ItXbluSOq4EvK1aT2vp/1XY2453kZoEv/i8ZZGHvDSN0RDw7AthPKgcvKYJ315ZdYf8PBvncLK/ax+n0qe3usPnwIjx7R8DzCKDpzFhdrmIzm5xGZHVSJk4Sg30+3Z8+ybI6Og3vzHuu/yaD+yja33rhDeCMhNODp05QL1m5X2N3NnlPauzKT4Es8KlQ+mOwTDphUkAbiSBKbMEwIQ5vU+yIlbtm2obgXGsRxOlZalnH2bORdEaVWERcsLxCHvDtqpEzVo0AdP9X/hTqmzlK0zKOsmbc8b60yS/FT1L+pY9WV2+GVfETlCnwtIBfVJs1T73nb0N1L8hY2eW4DqmZUB19qVEN1ES/WL5ncfT8/sIbnpcCq3U7dC1PwlRKfe70YzwsJw4jU7UP0pAMmuV0y4QkM0n3xLbK8XQ5gYhgW5XKVarVMvW5TqaRuHyU34c71gNd2PF5pDrnveGwbIQY+AY8ZGof06XJMQJAkxONeHJESyX2l5csSAV+rwDrQHF+NZduUlpao3rpF9a23MO/fT5MmxzajUZ3T3grPeivsnzgMxs9JuF3jQGSMRpMAGybBjhoMQ0CTgK88N0Ld7bAodLxq4SoKrDELfL1I90JdvlpzZREwmEeK3HyKXIEuaglfdHya1r8PQy5ybxdpY153RDneMCYDJ6jafF1Zptapgy/1XBmjpVwULPJbLGvqOKDeI1GqqdciluogSL0TLAvqtsuwuoq9YlC/sUKt3McyQ6xWi+q775JEEeVWC+/khNj38clcBENS9dllSkLGBdsft1EFzCTBIaBClyqHrPIYB4gMm7JrM1gu09kpM+qUqdcc/ACCwGQ4dOj1ygwGNTzPIOOCqaq3RNnEFREm3RETMk+MhNQiZhCGJqORTa+XWsuECxYEmRJL7r0AKRkrBbDL+AzZ81LfIXheiSV1FP0ndOWBWscsQJb7XM4x1hQdX2TtupIr+bjLFfhaQF70n18dQC9TiixfalANHXwJr0ui4YmFy/NSkDUaZeDL89LFfrud5YwS8CXuhQIIhNs1GoUMBh5h6JEketJkAV5CfpaJTrV2idbRJZ1yq6QALOV2VSopt2t722FtzUwtOFbMdrnHTWOf5cfPcFsHGKU+RAH+4SGd99/neG+P1mDAYAy+fNKwx11eLPhaIeV2bZDqX7EszEYD89o1jFdfxXzrLVhdTbldBxbdhw5Hpza7hzbdMagdDLL8aOJiKCITsEQ0VC1cYslSwVeR5UvN26W6F+ZFNVTbVMEXzK9tVft/HvfCRf6zH7aFa1odix5XpFFetN5pdRfVs6hGfJaF/zyWqXksXNPOV/s2b3+K3BHz6pdr1vk5MGndUvOCSWRC1VVRtXTI8WLtKLJ8qeXiVqgDPdUiniRZu0GQjuGWBUsNF9tdZnWlhn9rm2QjAifBOjqiYpqUDw9ZefCAeIwihqSjckg6fl62/SEhHZM74+9dxoqrJKHa77Py7Blrv/pFrOEAe30dw7QpjRqsdDe5aV5jdHOLlfU0NP1gYHJ05LC/X+XgICYISkSRKP2E3SutJnDG9RIAJu6IcpWqRSzlggWBw2CQKgo9zznjgsl8KUA5tYilY6w8F3FTlLFW5uQ4zsZbSe0hMosLBvmWr4tK0X9RL58HUF24T1eWryv5iMoV+PqIyYf9v5WJV1wI8yxcKvjSA2sI+BL3wk5nMrCGWL3E8iXcriAI8X2fMByRJk0u4nbJqkDcPwR0JaSvb4nUYW9p/JlOavW6w7VrLq+8UuLWLYtmE+w4ZnnYZbv9hLVnv0qp8y54Rym3q9+ne3zMwcEB+8MhnTH4irg4ZwGyadkmYwkYQMW2aVSr1BoNKo0G5UqFkm2T1Br4t15iuPESI+c6gbdB1GviebDXhqensHtksLufhY4XEDyN26VGHNRBlhriWHcvzANfUl4UWEMFTHkLellU6iDsw3AvvOj/7CJgJk8W1ewu6mb4UdIcF1nRigDMZVmxzguyptW3iOVL5c+q/VD/C7pFTERc0lTwJXXI+KyuMS3r+aTMcrwaql7G/ry8YIaRnptywQwGAwPbcak0HZwm+OKu7Bm47g1Kmy9RfrWHW6lhDPskYUhlMKDW7dLodhkNBjhjLpjAGj2u4CKigq8hmeO5Gcc0BwOC3V3cMKS2twe1GoZpUy5vsL70MveWY6qbddqVBgEmrZbJw4ep22Gv59LrSV4wUb+ZTLofysPR+WEyulvKORKIozS2qNl4nj3B2ZN3IHNHTMdf1fKjgi9Viaq7I57dH+Xdkud6mSBrEXkRY/CVXMnHWa7A10dAFl10Tds3i9ulW75U90I5VgVenjc5iatJkwV8jUaT3K7BIK17NEomAmtIVENISJKIJPFJkiFJMiSb2DxSAKaCLwMmIhnKb5uULbUMrCFOeym3y2BnB15/3eDNN2FjHcwgovS4S/VXHlN/+l8of+n/wzh4QhxFRHGMF0X0o4hWFNEag6/LEpssBEid1LplAiXHobm8zPKNG5SvX8dcX4dymciu0K9f46R6m5PTZTqhg++A7xscH6fcrt3d9L7K/ZZQ08LTE5GFnbgFqtYq3Y1wmuVLzf+luhfq4E4HX6p7YZHla1F5kValeevRwd1F6l/03GmWpcuo/7yyCMibx3ondcqn7qp3XpkH9E07d5FzdJClti/jsLxHOmCTY9R96n1SkzWrvE3DyCxcArzEiiJAToJw6K7JYkUbDrNoqWIFSy3Zac6qoyNwnISS77DUXWGtdofVl2Lq1zaxwxHWaJRaw548IXryhFoQ4EfRmYqtN97OywVT/SFUl0YrSaDfpzEc4u/tEVsWiWFgWjbl7VtsvDmgut3g2ivX8a/HRDbs71tUqxa9Xon9fTg6kgcgjo0GWWgllQsWK79TF8NMQWiQWb4swjBNyjwcuhhGWr9tJ2e8O3nGpZJxFohDnhdkAVFcd/L90PM06oorlXco+4ssX0XliyhGXoRcAbUr+Y0mV+BrQdF9o+cpn6a5XcREr//O09IWlYmWU53cZfINgklul7gXjkbPg6/BION2yaQxGmXAq9USMJCMLWIxg0GM58X4fjKe4CWsr/C7BHzFZOEtZKKDDGg5SM4uMDFNi1KpRrVaplp1KJctbNukUoZ7tyPeuh/wiTshb94I2ViPMbwRwfAUr3aKR5vDUYeo2yWKY7rAybg35yWFTxOL1AVnbbwtja/CdhzKy8vUb9+m8sYbWLdvQ61GFDuMgian3jpPB8sctWyGY4DVbqcJUU9O0u/yHFTungp2VK6WaFXPY/kqAl/ShgCvRcCXPulP+yyyiC0q0yxi+nGXIUUWnjwL0EUtVBcFhHlAZ9H25Xz9mi/bAlh0nHp/i8bXRd0R8+rXLVw6yMqziOlAZxr4Up/lInnBIAvYoLsdqlH39Lxg6nVLwCQJEmEYmRukhKY/PU3rq1oOG84KZvMOlc0GVecumAFmr0flgw9YMU3cbpfVVuuMudsh5dKKa/dljrkJEMQx/TjmOAwxGUdJtCxsr4NrtFmutdhcP8HZaZI4JfZcE6NnMzhx8Po21YrFyIMwtBgOHQaDCoOBP7ZcqTxkyTEpfhECzlQuWGoJS5KYJBGrmAE4Y88Rg8HAxHVTnpjrJhOBOOTZCTesVMqesbwbKviC9PnqXg7y/uS5vqq/5XMeLtgi655Za55p++ZdVz0nV26HV/IRlSvwtaDIwFQ0cRctpHRXE/V73uRXdMx5LF95YeMFfE0LrCEATPaJW1u3m24S1XA0mnQvFEtMEMQMBiGe5xOGarAMAV8CvHRul3DAzu4I6YRVIrUflQAL07SoVsusr5fZ3LRZXjZSkGFH7DQ6XAsOabx/gHN6ilEeEgc+/u4unXfeobW/T3c0YjS2cA1JFwS9ce8uoFR/TqT3VdLAGtdJAZgLGI6DubyMdesW1htvpLm7mk3ikYl3ZNN56nL0pMSzQ4f+WBPd62XcLnH/PGvLyHhWKjAqAl95li81PLwKslT+lurCeB7wVQSA1PPmdTu8KOCYJUX1z1Ks6H1RF9R6/Xnfp7Wt16m2O+36513kLKoU0gHNtGucJkXPV/2cpYhaVGaBrKL6p4GsPFCmhgCXd3sW+FLbUvug1q+eo479Ar5UN0PI+qGGuJf/t369ak5A4RdJMIhudxyIo+pgbDZZ2q6wfn2beC0AN8FstShXq7jtNktPnhDb9lmQDAFefV5MXjAJS2+Rzi5lUotYaThkaW+P5V/7NZpRhP3gAdgO7rDK0ukq16JNXtpep1pr4EcWw6HB6anD4WGZw8OQILDGXDCxtxlk1q+zO0UGJ1UuWEJmEYsAmzQQh4XnufT7DnFs4zjmc5YvcUc0zXSs1t8Zw5h0A89zNdTHLf09nKYcKxL1vVTXKnlrm7yxUD9eLZdzpv3vr3DOlXxc5Qp8nUNmgSv1t3pO3sKkaCE3a4GntjENCMpnXmANFWSpOWB0bpfsk6ScsglRWCxfp6dZYI20rQTfF/A1IknEoiWBNXT3Qshgj0xSkDntNcZbFZXbtbPj8tJLJW7cSJMmO0nEqtfh+uARq4++jPvOQwhaJFGI327T2d9nf3+fo+GQ3rhFicYl+WTOC75kmpVNrqJm29TLZerVKvVajXqphGOaJM0Vgtsv42/cxW/cInSuk1gNhqbBfgT7A9g7hb2D9L7K/e718rldAnLUiVOiGUpwDQmUUWT5EvCl5u2SibqI25UHvqRP0zhfeZavywJSRQAv77jz1j9P+TzXct7rngbc5unbvPuK9p8XuOTJPOBR3V9U56zxsuiduAwQN6/lSwfoee6IReBLB0xqaHr5/6t5wcTyJeODjOdqXrCiQEx6hMTBILOq9XopF6xet7Aci9pqmVoEhgllO8Fwq9iNHu7WPu6dE0pRgtFt40QRI8+jPhhQ7/cZjEZYChcsUrbzjsMCvgJSp0EbMJOE+mDAxt4elmFQOT6mvLSEadu49gprlbvcrb1K6W6Jm26NwLDodCyePHGx7QbDoUu/L1ywgNRzo6O0qrrIy2+VC2ZIT5jkgrljnrTJcGidjaH1+vhMzfKlcsQgLRfwpSbXVqMlqgBdBTzitjqPQmnaeFekMCg6V10PLdKWWu9cokaZupIr+QjJ1Vu5oBRptYv26xqeeerJ0/CoUuS+olu+5DzVwqUSq4XbJZvsE/dC4Xap4EvcC7tdCayRMBqloEsNrJFO/GnS5CjyiaIhk4E1dG6XTFICVwS6QPqaVkmd9VZIAViawLLRMLh+3eC11wxefdVgdRVML6LytMPSlx+z9PiXcN7/FWgdkMQxfhDQG404Ho145vu0k+RSrVwCE2vjrTS+irLrsry2RnNnh9LODsbqKjgOYalOf/kG7ept2u0m/Qc2gZPe64MDePw45XYdHKT3WxZTkmtNJcnrId9l0nbdSZClgi/VvVBN4lkEvlTrlwqcZoGvWSBLRF24XtS9cFHJ69M8bU+zZM8DKPLuw6xxYxrAKKqr6HvemKX3b5bMAizTFlvTjsm7t/o9KBpXLwqmpvVTb1dte1HLlz5uS3kR+FL/H2rYeXFHhPQzLxCHGu0wCCYjlkq5uKOLe6LKBZOE7UGQKWuEEyYL+XZ7PAb5DrXOMsv1Oyy/ElLb3MD2+5i+T+n4mOazZwTPnlE+PMSLImKyuIIX5YKJ83pfKTeThOXhEHNvj0arxcr775OMSbDu6jVW73ex36ixfneb4bWIyHE4Pjap1Ur0+y4HBzWFCyahPmAyHUqibCp8FGBmKr8FfEUkiUEQ2FiWMwZMydnzlGdcqaRgV7V8JUmWdFu4YPLeZHnFJucJ+dT/N+r/6rxcsGljhz7O5ClR1DqnWcf0uq/kSj5ucgW+FpR5td16eZE2fNr5eYsHXaOsH5+nscwDXzL55gXW8LznA2uIxUXydqlRDVO3w4ROJ6bTSRgMVG6XJEeW0PECvmSfuCPGZMDLGW+pttA0HVy3SrlcplIpUSq5mKZNvQ4vv5Tw1hsJX/PJmDffSFhfAwY+YXlAsHdK4O/T239MvLtLmCS0SCd2j8tNlgyZXrNGmrNrjTS4hkWaNLky5naVXn0V8/p1qFSIkhKDeIXDaIvd0yVOjm28JONUHBykxPZOJ30ukD1jeJ7bpYImHXzpHC7d7VAPWayDuGngS5+kZ94rI39yl31FVhYdwC30fF7Q8dPAWt51LdJ/HSgVaZn1/UV9Krqv036rUgTkirTc0xRLeePbrPsnn9OsXue1iBUdX3QNReBO/T/ox+uKsWmi/ufU565aotR+6ABNB1/SpoAkMQionDEBXyo41IGvKOPELU7lgoVhykV1HCgbNmvmEmH5Js4dl7J5DdvwMQcDyk+esGLb2P0+zVaLcDQ6C0l/TAagLpt/G4UhXhjS7fc5ZWx/Mk3MMMS+tcX2SoubLw2wXglIyjaHh1AtGfgjg9HYKjUYiFdHieGwzHBYxfcT0pQpCVlOSvH0EP5ywCT4SjlecRwTx2koenFPTF0NjXE4+nReHI2yKIgwafnSwZdhTIIveSfyFADynOX9UAN05IG0ebhg+j71U5ei/3zeeQsDLpmsruRKPmJy9VZ+DEWf9NXfefwuAV/ioqaCr+Ew3QR8qe6F3W76KeBrOEyB1+npZFRD34/p9yNGo5AoCkkJyZC5ZgzIwser3K4YJiJDWaRMqAqpl74LmFiWRb1eYX29wsaGTbNppG50TsTNlS47/ilL7x3jtDpQ8Ym9Ed7jx3TfeYfO4SF9zyNIEiJSTWiLFIC9yMAaq8A1w2AFcAwDw3WxV1awb9/GfustjJdeSgNrjCxGJyXa+xUO9yvsn1oM/Sxp8ulpZmXUuV0ClOS3hIGvVCaTJgv4qtUm83PZduaOqFq4BGCJe6GuaS8CX4sG1lgErE2TReu6KIg7T/1FFpw87W9Rn/QFT97CWD02r131/GlgRK+vaCFUZGmbdq0i6gJfP3+WxWraM7sIaJpXCXZe0a260yxfRVwwFXyp+1RLsfCykmTSuiWhzSU6quqOqAbi0AGbeu2q8kf2dToZqOv10u+Vkk20skRt22F1a5V4xYdShNHtUlpqYg0GVPf2iHZ3SQyDgDHwShIGpEDMgEvzTBD40yPlnIXj9qwkwR2NqB0csPTrv07DNKk8eYLhlnAGJZaOm1yPVulsr1Ar1xmFFqORQavlcHRU4fAwJoocwlDmNJ9Jt3pjvEGmeBRloyAg+R6TBuIwiKI0KXOnYxNFNo6TRkGsVjNFaRSlY7oE4lDzfwlHTHVBjePJAEqyTpCAHDAJ+ItA+IcpX402r+RKXrRcga8FRDeHq+VFi6m8xVHeomCewaVIg6pOynkWLjVvl540eTTKNhV8idthv59xu4bDzPKlBtYIwzRpsud5RJFEfxIN4Ijn3QsTZRPQlZDl7aqS2owqgIVlmdTrDtvbJe7edbh2zaBaBTcJ2Yg6XI8esvTB+9jvPYW4RxL4eCcntJ884eDoiBPPO4un6JO5tlw0b5dJ5hx5xu2yLOqlEkvlMs1ymRXHwTZNkrV14pt3ia7fw792n3j7JZJanV4PTkdwFKX5u57tTYZ4Vq2PaqhoFezIJKlasgR8qdyuvMAapVK2zQJfsk8PqjENfKnHzPOOFwGjiwK1WdacvOOL/s8Xab9oEaPv17/PAllFdeRdS965eX1Vzy06flpf1f15++S8vPJ5JO9+6P0v6vdlyjSQOQ0gq+fngbJp4Ev+byqHN4omoxGq4796/1XwpVoy1EAc0gfIyqUN3bNC3NQNI2230wHLMqhWLQyrSmOzynINahsQVcGodzB7Mdb1Yyo3DzD7A4ylJYI4JvJ9uqMR9dGInu+TjLlgCZnPhMwg5xEBX9H40yF1R6yORqweHsI771Dq9ym99x6W7eCYDZrWDa7b94l3bNZuVAgMi17PZHfXxrIqDIcm/X6ZMJQ5bwgTgThULtg0xaOAr5QXFoY2nudimgZhaGLb1hlIlvFbnqe4japjtLxzjpM9e5jkgqmgS9431fKlvgfq+6keV6SoKfrfLfp/nKUkupIr+TjKFfhaQGZpeIuOnabFLvotZbqbyjRNaZF7oVi9hCckE7YaOn40yiZsNXR8tzsJvoTXpYIvSZocht6Y2+XDRBiLESnsEfAlN0QmHfntAFUMY4k0d1cNw7BxXYNm0+DmTZM33jC5f9+g2QRrFFLba7H83gOW3/v/cJ78GnRPiOMI3/Po9vsc9fvsjUZngTXUqU/z3llIVG5XFbHRQaVUYmV9naVr1yhtbWE0m2DbhJUm/fXbdNybdI6WGEY2kZPew4MDePQI9vdTlx253wKOZZEE2aQn4EjVartuqhWtVictXLO4Xbp7oR7VcB7wpS4gRdTyRQJrTNunyyzwMI/kLZbz6sn7XQQKi/qQB+oW+T6rfrUNXfIUQuo+vb084FRUZ17ZvOBO/z4NaKoWqHneD7W+afvzpOiconaLLGt5n0Xjub6IVTlc+rHyjKRcfX4qqBLwJnOFJOOVxbq0I25rYvlS//NyvijypH6YHKuSJAtfL25yUm+rlY5Blm9TPWmyVL7F0v0hteYK9qiLEQS4rRbN/X383V3c42NGwyEx6Syi+lAoQRjnFpmR+qQzUpsMEjVGI5K9Paq9Hs1Hj0jGftvO0jorN9/EeMli+dYqg601QhdaLZN333XxfYeTkyonJwlBIK6HPcAkSVR3Q+mBzEDyW7V8CWBLuWBR5I4jCmdJmU1zMgpikmT3WeWCwfOBOFQArT5XedfkXckDX1Kn6smgtqWP8+q5hc9De9enjUlFdc1U2Fy5HV7JR1Su3soFpAhgFWk1i7TbefUWTdZq+bTj1QlXQFgRt0sNrCHWFTWqoWrh6nQEDCQMh6kb3MlJ+in5vLLw8MLvUgNrBGS5UMTl0GCc5YpJbpeN69YolyuUy2Vct4xpWiwtpdyuN19PuV2vvZqwvAx0fXA7JE/2SU7fx3/3S/gHB2dE6wGTE/Z5taW6SO9rpLyulfF3yzBwSyWqa2ss3buH+/LLGNeugesSUqHHOgfGNvsnDVonFgHpvT05SYHX4WF6X8X9R7TMOviSBU25nHG7isCXTL5F7oVF3K5Z4EufaH+juBdOA03znjtrQTALfBQdP+s6FgWO6jl6P4osOXKOHKdf82U8Z7WeWcBp0fr07zB7vC1654qOP0/fFnVHzANfuhunnlRZvuvuiPK/VgNx6O6IMq+ovFMVMIZhpsCTcWQ0ytoUDmupBC42yyyxXb6JdcehdOcaNiNMz6P07BnNd97B8Dzq3S7BcHhmpTod3y/JC3ae2y6zlcr3NQA7CBgEAYNOhz7jbJKGAVvbVBoVquVbXL/ThVd9qDqcnEKjahD6BqOhDRj0ehDHFr4fMhpVGI2C8b1TuWDqlijlkiY6TcoM5jhYlclo5CL2PsvKQK4AoEoltTQK+NK5YI4z6aoq746AcBm3oRjwy76p9zaZfFeL5oA8BVRe+bQx6srqdSUfd7kCXwvIvAubWeWyb5FJO09TquftEguXuBeq4EtcC1XwJSHLu90UgKncrk4nyyWVhZRPGAwiPC8iimJNsycQR8BXAmcRoPSp0iR99cpk3C4D27ap18usrZVYW7NZWjJwHKiXI25v9LlBm7X9NvWkT6USEA8GjB48oL/7iF6nxTAIzloTv/4+FwtZnCcGKWSsA+uGwTVSO51lmpjlMvbaGs6dOzif+ATm3btpYI2RzfC0zOlBjd3DCocdEy/I3HROT7MgJoGm1lWVd3nuhbLYKZXyA2iox+vgS4CZgC9pQ41eqAIqfYPFwNCs8ssEa/PKrIl82vXqGuKieosWG+ftmw6OdAVQXh/z2s9bCM1774s00frYVnQPitqeprTKc3WaBYI+7IXaItr7eecB9b7IpgdMUBe9anhxCbyguyrm5fkSUAb57oh5bmdqH8TzAibdICUvmONA2bEYNRuUNiyam8vEyyMoRxiDQeru5/tUDw4I9/aITZMwSTglnTVGSUKfDKpclqhcsISUF2wlCU7gU+m0qO8+pPaVJiW/i1mpUB+4rB/WuGE2aW83ce0qA8/C9w06HZvj4zLHxyFRZBLH4msRkLnhi3IS5bt4hogje0Lm3A7gjOd9k9HIot+3MAwTzzMwzRSECbCK4+e5YPLcVLdVNWpinkVMnqv6zqnzRJ4squSapYCatyxXrixfV/IRlau38hLlsid4VZOUZ93KA1960mSxcI1GmXuh7BPwJZseWEM2CXHu+zHDYYjv+0RRQBpYQ8CXTCriXihaPRnFDSa5XWVSe1EdSZpsWSaNhsO1ayXu3LHZ3Ey1eRUCNo0W1/yHNN57iP3+PjAg9jy8gwPaDx9ydHJC2/fPQnp4pJOpcLvOKwaTnC75XbEsaq5Ls1RixXVZtW0sy4LNLeIbt0lu3ye++yrR/fsk5Sqjbtqf1jEc9WH/MHsWYmmUoBoyCcpEqGomVauXWLhUy5eUqxwuAVgq+JK6hNclQAuet2Dpi988y1cRKJMJexG3w9znkNOXWYApT/LAyUX+t/P2YdH2Zt0XfX8eaClqb9rvvHpn1Tdvv/V2ikDWvNc8rxSBoWn3axpgmwUs89rUP/OUaXlh5uV/ox6v/g/kfH1xLItsqUNELF/wPPgSS4iUS32uOxmgQ5+LIF8ZCOmYJufI90rFwnSqNO0q/bV1htfBqoMx6GPEFs5RC3d3H7PdSb0Gxo33PY+W51EOAgKFCyazzHm5YGING5AG4JCkzCZQ8n2Wj46IvvIVbN/HffgQXBebGkvJNjvcIdi6xcqmy4g0KfPeno3jVPA8k36/QhAIuBqRgSp1XjSUXiRkswxkXDCZNw2iyMb3Hfp9lzh2cJwUfHleep/VvGCq5VKetVjE1Bxf6vumgvi8sVy1tOrKAN3t8Equ5Ery5Qp8nUOKNNe6+fwidedZuKRcgJdKfBYLl8rtkn2el1m+hsMMfA2HKejqdNLFf+pfnoK0VguOjzPwlfYj5Xb5vkcUqemI9cAaeppig8lXzUW4XYbRxDBqgEW5DCsrJrduGbz+usmdOwa1GjheSOPglLVH77P06L9gH7wLwzZJGOINBrQ7HQ7abQ58/8y9UBwhxdnxPGKQWrgqpLyuyvi3CVTLZdZWV2lsbeFubGA0GmBZBPVV+lv36JrX6e3XGQUWsZ1aFvf2Um7X7m4aPl7utzwfNeKkLIZk8aMCHjVhshpYQ83nNY3bpboaqe6FOvhSXQxhcoLNA16X5Xa46DnTgNksi5B+jt53faGdZ91S983T5zxLVF4fiyxBRfV8WIueea65yMIzDYQuUq88J9Uyo54rx+pAR69Hd3PKs1AWWdaK7vssS5wu8t/J63seKJPj9evVA3To7l8iqvVQ9ksURAFfaq4+AU8CytTFt8oFkz6o/CLpTxRlCZrL5czCliTpHFOtghVYlI8b1K0bNG69SbVUxem3MMKQUqfD0uEhmwcH2CcnDAeDibiCF+GCQTpXDMiydwkTueZ5BIeHlHyfxt4eSbWacsGqKzS3Xubm7YTazSV6G6sELnS7Jg8euESRTbtdptVKxp4MIUnSJ0lMkkTAl246UpnI8tBULphNkhiEocNoVCZLymximuk9FGAt7ohyv8XaJc9MPCjkfZB3Rj1G3g15jrIv77+jv4+LjA2q5Ckz8uopWoNdyZV8XOQKfJ1TpmlM9f2zFgNF5brVS/apxGcVgIVhxutSkyZL9MJe73lulwTWkDxSUZScBdaQqIap5SshSSLiOCSOPZJEpiqBOmLxCpnU4Fmkr5lo8CRvV8rrKpdLOI6LaVo0m3D/bsIbryb8pk9EvHQ/YakBRnuIaZxgPXiI/ehXSH71lwlPj/GT5CxyYYfUVURNqnkZonK7lklBmGkYlEolahsbNF56CffePYzNzTRpslGjZ29yYO1weFSnfWKm0HSUgtnd3ZTb1WpNJjXV83bJ5CiRCMUtUAVfOsgqCjWfx+2StvTQ8fA8+FJByTwga5bl4kWLvsCfxyI0b5+n/V4ELOb9nrd8Wj36OYve8yLrTFG7izzrWX25yPOYVve8wG9RJcGikgfeixR16qJWB2VqsAN1gar+J1XwpXM2ZawRt0D5P+uWL+mHGohDTbiucsEk8bvavtSh5ok0jHQ+gawvnc54HEtMmnGDTfc65i0oXd/ASQYYvo+7v8/Se+9BFFHr9fCHQ+IkdUE8JZ1pJC/YefSeAuSUbB5pnb5P+eSE/snJmV8HhgHrG9Tf8ijfXGX72k3iV6+RNBxabViuGcSByXBgE0UGnY5Bklj4foTneYxGPr4fEccOTLjnCxtN5k49L1gKCeO4hO8bhKGNYTgYRvJcIA5In4eelNkwMvdRCcQhz0mOUV1WkySLjivviNwCXWmhKgmkXD02b2zKK59HiTX3/1QmuA9Tzqt5v5L/quQKfC0geZpTXdOj7i+aWOdpI8/ypf7W3QuTJLN6jUYZ+Iqi57ldAtrEvVC4XcIHG40Sut2Efj9mOEzwvGSsrfNJLVtqBEPR1ql2JnEAscZbabw5cMbtqrC2VmJlxabRMLBtWKpG3Ls25Fa5x/awx8bRkFo/Iu508E4eMOzu0/J6eHFIlCQEpBGrTkgB2ItImizcrjVg2zBYYsztqlRw1tdx793D+eQnMW7dSl1kRi6DdpWTkzrPTmoc9y2CMVG900kBmLgYhoo/pLwvKrdLEiaLu6AAIj1psiygBKwJ0CqKXjgtaTIUAyzZlzdpzgPK5PfUe54D4GYtrIu0q7oC5Dx9ytPi6mVFFu+LLuTnuRdFWuF5yoraFFEDOBSdq495i1h88urS7+u89zDPgqVbeGZZsqZp0+dZGBYp3mY9v7w+TbN8ST2yFVkg5LvK3ylaNOfdPykX9zTVuiVtSf/kXqtuiOo1qjxWsawJ2Ov3x2OWZbFer2OvXqOx2mCpeQtKAeZohPvwIUtxTPn4mGB/n7jTISLjZnlwxgW7rKVvQmYROyaFQT3AThKsKKQ86lLp7lM9foC7b2L26zgDm65X5lalTmenjm1W6A4swtCg27U4OSlxclIdc8EEKgZkc6oahl4CVoHKBUuShCiyiCKHdAmXYBgGYOA4Bo5jknLBJi1f8iyk3HUn5yCVC6ZauyD7nqc80I87z//37J4XPLxp66krrHMlH0e5Al8Lir7QKtIKLwK81ElWrVN3L1StXnpgDTV6oZ40eRr4EstXu62GCk4YDEJ8PyCOQ7LAGqqThwq+EuXTICMIq9yuGikAM3Eck2bTZWfH5dYtm/X1NGly1Qi4Zp+wPXhC/StPsN4/AmNEPBwy2t2l9eABJ6endH0fn3RqGpJavYZcDHwZFHC7TJOG47DiOKw7DiuWhWmasLFJfO068a17JPdew797l8QtM+xA97HByanBfsfk4AD8cWCNwSC932ruNB0ECXjJcy/Mi2qoc7sEsKngS4CZGppeb1cPrFHkXljEB8sDClPv94LH550zC5TlfV9E5gVSF21rGsgqAn/qeXl9zlv0TwNlReCyqC9F7auATW1jHlCm1r0IqCySRRZl0wDXvIBJPzfvvCJrYlGfitwRZZ/MC7JPj0KY9x7IIlpfWIviR7WIWdakO6KMH2qOKLXcMCYtJzJfqdZ9CQBiGOm+Xk8URyZRUqG2XmZ1bY3l6wlOA4zREMMq4550KD3dxTw8gjgmiiKcKMILQzpBQDcICOJ4IpPkRbhgkHHBTkiBWIuMC9Y4OWH1vfcwkwTn6VMol7GTCo1og2vBDbz1GzRWHIZJmpT58NDm0aMKQWAyGJTHXLCYLPOk9FoemEGm2BRAZmjfEyQpcxyb+L7NYJCCstHInHDzVO+5yuUTkXJ55mokS9UbQ33f1LlE3jfxrNDnklljY54SSz8nb9/Uer8aATeu0OCVzCFX4GtBmbXQmqa5yZt81XJ1vzqJysQlk9k0btdw+HxgDQFZnc5kYA3hdomLoYCvMIzxvADf94hjj8yZQxJIivVLuF1yI1T4AuBiGFUMo0Gau6uCYZiUywarqwa3b1u8/rrJzZvjpMkjn6WjE9afvUfj/V/BOvkAvB5xEDDqdmmdnrJ/csJREJwFsw/J3EUui9tVHv82DYNatcr66ir1zU2ctTWo1cC2CZbWGey8RM+9yeC0iWeWiC2Hbjd1LXzyDPYPUm6XgF0JfKKGjofnwZEsYEqlSZClgi8dlOngqyh0vA6ypgXPUMn7i4CsuSbFKecV7ZsGNuSYWdrWRQHitPLzXF8ReJxlTSsCZvP2I8/KI32ZpUBa1AKl90nvr/pdBy/zgtxZx8/T33kUZNO0+HnPr6iOedvMewfyjsmz6unAVX3G8l+GSSuVujhWoyOq76oKvqQ9GbNkfpJxS/apC3fpkwrIgiAL5JRZYgySxMAtgeXA0Id6HcwwptReoVa+Rf1ul0qphtM9wYhCnF6PxtER64eHGMfHLA+HJEmCTwZpRjzPQp5XxPIl4e7T9MdQ9n3Wj4+xkoTq8TG1RgPLtrHLDZbW7nHjmk95p8bO2jJBqUS/b/DoUXp2t+vS6UhesFSFmHLBYlIPE3E1lB6rEFL2qYE4Uo+SNBCHS78vSZlNDCOdJ9R3xfczDwo1CqKALNvO1hswGS1T5xGqgFt/L/X/xKxy9XfePvX7eZRcV3IlHyW5Al/nkHkGj1lASy1XgZYePUpNmiwTl+5eOAt8DQaptUWiGqaBHhL6/SykvICvOE5IkpgoypImTwbWUKGOOiFYypYCMMtycd0KpVKFUqmM45QxTZOVFbh7O+G1l2M++UbE3bsJtSqYrSE2xzgPH+I8/CLJV36NoNvGTxKGUUQnDDkOQw6j6Lm8XRfRNQn4qgOrpNyuCmNuV7lMfXOTxksv4dy9i7G2BrZDYDXoOlscGNscH9bonpqplnSQcrr29lLg1W5nz0G4EZGCElUtsoAmKZtm+coLNS+Jl2VTtZLTwJfO7ZJ+iWY8957laNPVz4ssoucBKdPqKqqnqK5ZC+d5F9nTZFb9ej+mXWMeWFHr0Y9Ty/OOKwJziy58ivo5DVTq31+k5L1jaj/zLFn6NU97/6bVI8cWgeq8e6dastS2p92rPLdDHVCpdavtCjhS//cq+JJFuIhYuKRuqVd1R1QTMusLepm7BHwJt0jcEXu9dOyzMWmENdatayQ3IpytFZyojxEGuIeHNB48IE4SKv0+/jgv2JDUSiUWq/MG4ohJ1Yw6F6waBJitFo1ej+Vnz/DHA2jSXKH6yhBno8nqxnXCl7dJlkr0eikXLPJNBj2LIEiDSSVJTBAkeF4wzgsWE8epKyFnIehlU71L/PFnGogDDOLYwfdTl8Q0KXOCYUxGQTRNcfs0cN3sOcqzVLl/8r7kuSPq4Eu1tMrxsl/d5J2Sz7xxPm/c1vfPPQ5fWb6u5CMqV+BrASn6859nMaYDL9W9UMolqIYs2GUCVPN2qaRnNXT8YJCBNjV0fLebndPvQ6uV0OnEdDrJOClmQpYYWeV2yWSg8rpETNJXqcQ4PSWMuV2NRoXVVZeVFYtazcCyYKURcf/GiLvNAbesATcCj8ooJh618PuP8LrP6HaO8FsnxN0uPimpujPuTai1fhniAg1gA9gafzcNA6tcxllbw717F/ettzCuXyexHUKvRL9X57jd5NlphZORSTjmdkmkSOF2qdG/ZHEiGkIBWRIoQ+V2FVm+9LxdqvaxyL1Q5Xypk5sa0VCfCHVrGCzudlhUfl6ZVU8RaBPRAck8lrJF25+nH/rxi4C6WeB10bKifecd1/LAyTRQqYOKPAXVou3O06d5rFm66EBSB3CzpOi/UAT8itwOVSuSerwsfNV+5b3z08CXXqcsutXgDKaZubyLm6LUL4EcBFipogd4CILMoiah0SUK32AwDsRhmqxWqphLW9TWyizVt8H1MQIf58kTGklC6fiYlb09IsMgShI6pLOQT8oFG3ExBZ2u6AuThFEY0g5DyqRzksM4N1jnkHLvGUuDRzijCqa7RD+wCOwS7eUqvZtVLLNEu2eN3S4tTk9dTk4qdLsGnqd6mgj0i/UekFm+0sAccRwRxyZBIFwwA8MwCAIwDAPbTpWivp+5tatzk5Q7Tga45Z2SOULn8sm7JoBNLYdJi+u8Y+5z977gf3peRdiVXMlHQa7A1zkkb2EwzyCgajLVyVb1i1f3FeXtkoiGetJksXr1+xm3S0CWmjQ5iz4Vj7ldIVkiyISM2zUkA1+QuT/ICGyMNwmqUSN13HMRbtfSksPOTokbNyzW1sB1oG757JRO2Ow9o/rOLuYHp2AGxL0eo8ePaT16RKvVoh+GZ1rLPmlwjREXA14Gz3O7LKBqmizZNqu2zYZts2yaGLZNsrZOsr1DfPMe0b3XCG/eJrYd+h2TzjOL41OL3ZbF0YlxxsWT+y3cLj3JqQpgdAuXGlZeygVoqe6FwutSoxcKuMrL26UH25AtD0yp++YFWXPf/4Lz9MXxLOCknzsv2NHrOw/4mdZuUR/nqauob9PkPNa7y5Y8C5v8nkemATS1/iKL0qy2Zr1z521Xv9Zp72cRODuPklz+m/r7qy6WY22QVP/36vWo77AKvtRrUBVFap/zQtBLuYAy3YqmB45SLWJqHyU0fapMMvHXKpSXXJrLTZauxTiNGCPwMZwazmmP0tM9jP0DDN8njiLKcUwQhnTHWxDHZ3EERY14ES5YTDo7no6/C9izw5B6q8XyBx+w7LpYR0eYtRpW7FLzV9kaXeP+yg6V2hr9KE3KfHRk8+RJmTA0GQ7LeJ70ziN1epQWE60HogiV2Swim+FSUJZxwSz6fRvDsPE8cwJ8yT2XQCjiTqq6GuoWMd2ypb7H6nsl74xers89s0Qf5/T2ruRKPm5yBb4WkKKJH57XCOVN2Hq5Cr7yuF0SOt73J8GXJEwW90I1qmG3my78B4PMYpZauOD0dJLbFQQxnhfieT5xLAO5aNIkZ5fP804bAl8gHexVblcdwyhjGCbVqsH6usGdOyavvWays2NQLkFp5LPcOmbj4D3qH/waVucxBEMiz2PYatE6PGSv1eI0DM90fuLDL/GgziNpT1NOV5Us/qJpGDSqVVZXV6mtreGsro79XRzClU2GN1+hX7vDcLSBf7JEbDq02/DsEJ4ewt4BnJxkIFncPyXipLrQkclN5XZJYmTdvVC1iM3idsHzli99klOtYdPAFzwPvs7uofH8sVK+0LM4B2C6DABRBFYWBQpF58wLovTyea0zev+nAYfz3C99caN+L1I2FV3HNMtR0fdZQLIIIM1zTfr3vHouCtzznsdFLHois/qlgir1eH0e0sGXlKk8LXXhbZr5gTJksS4WMdWlTKIj5nHBZDwUrw7fz/oiroj9fqZMTMc0gyiycEoWTtUldKDhgRn5uP4m1cYdqne7VOwSTusQIwqxBwNqJyesHR2RnJ6yNBgQJ8nZzCaqxfNywcS1MRl/Sv7HUhCwenoKDx5Q7vWovPceuC6WU6OxfJNrG2/gbJTZWl7CK5UZjQyePLGxLJN+36XbTfD91PU/SUYkiUWa5iUhA1UiCZlLorwg4voPqXXMGLshOhhGxgWTQBwq+JLnKFwweVdULpjKV1bfEzUQh7wH+v877787bU2lStE4NPPcK7fDK/mIyhX4uoDog0eRplQdrHTrlm7hKgqsobp4CPjq9zO3NtEUdrspwFKjGvZ6KfAS8JX6gCfEcUwYptyuOBaHvoRJbpfkH4HnuV0GKNyucrlMqVTGtsuYpsHaGty9A6+9kvCJNxNu30qolBPM0xHuO8eUPngf993/QvLBO4T9Hn4cMwwC2r7Pse9zFIaMxi2rNrfzDm0Cvhqk3K4mKQCzTJNytUpja4va/fvYt25hrKyQWA6+s0SnvMNhssXJQZXBmNvV68HBQRpcQ5JRq5pc0Qar1ifdYqWCLzV0vExoujuiyu3KS5qsWtZU7aQOpNRytUxdOOrn6PumgaaLgLJ5JM+yUARQ1GP0RXLRfn0BOwtsTptr5wURRaCi6Lh5jy/q6zyL+fPUM8+zz7v3avmi15w33s7T9rzPs6g/iwI2vf2i/epxi1xz3m+pRxbKasAEtUx/x8WqBdl4oSZe1sGX2k/d8iV9UcFXEEyOQ3rUvcEg44KJxUWA3GCQxj2yMKn7VVaNbdZ3Auy1Jk7QgSjEOT6m/vAhsWlSHo0YjfOCjcjSk0RcLC+YhJzqk6kiK0FA0mpRHQxo7u1Rt21M04T6EpV7p2w1KiyvbRG8vE3crDIYGqw2IYlMBn2LIEjH+zhOxrnTgnHwq4QoUt3/JdyUfJcHIFawhHT+NoljG99PiGML37fPxnU1+TJMBuKQ1ACyPpGouGqADnmm6nOVc3QumJTrc476ns2aY6aVX8mVfNzkCnwtILo2Z5rkTYYqr0sPxSu+7zKhSWANcS0U8BWGaZkE0BDwJROWhI6XqIZRlIzLEzod6HaTsR9+GmkpSdIcI0miRi+U/CKqKyIw4WLoIgDMcRyWlsqsrjosL5tUq+lAvdqMeOWmz/31EfdqHrfcgJIdExtHhMET/N5TRsfP6O0+I+73GZFxu/pkcRUvSwxSDaVwuzZIHSVNw8CuVHA3Nii99BLOG2/A9jZYKber11/iuNdk96RC2zMIx1rZ09PU4iWWRjWQhkw0onRTuV3l8mRgDdXypYIvNbCGyu0S8KUG1oCsPjWAhpTrwEydAC/DvXAWKJv1+zxtqPUULeZF8hbmeYAMJl2lpvU171y9vbx28vqaZ/nKG2emWXHy2ikCFbqVSV0Y5YHQovs3zzWfBwzNe81qPfr3eQBiXjt5beU9u0U091JH3kJTr1f9vah1ACbdwFQQpvZBv1Y92JO6qNbLZdzQLV9SX14URBm3pD7fn7wf6tgpxwgAULmuppnOf5VKygVbLlVJ6ltUdso0atsk7ggjDHB2d6nbNk6nQ+PggMgwiEkjFjqks9uADLIsKgkZDJrckdD3fdq+T63Xw2CcYKXRw15ewu09pRY+xTGaGPaAoWti1B36G2UGt0tYhstJ2xp7rJi0WikXLFXuuWTKUfFG8ZXeGExywSQpcxqKPopsPM/GMEyEC2aaxvgZGWPOnXGW/0veDeH06eBL5YLlWcTkmeeBr7zgG9PGlnPLleXrSj6icgW+XoDI5KZbuKbl7RK+kBpYQ3hd4sJWBL7EYtbv5wfWGA5j+v0Iz4sJw4goksFadeaTgLwwaWMSwAVZ3q4sILthmLiuSbOZcrt2dixWVsZJk22Pm9Vj1k/3qHzpAOO9FpghUafD4OFDOo8f0+l0GEYR0bg3XdIoVRfldpnaJr2vWxZN22bVcdiwbZZME8NxSDY2Yecmya17xPdfI7p+g9iwGXRMurs2x22bvVObk3bG7er1UuA1GmXgWAU0qjVJAFNRYA01qqEKvkqlzFo2LbAGFIOvoj7lLVhVmQZ25pVZoOwiski/pi3+1e+L9HXacdMW/PMcP09Z3vci4FkEpKe9C/PWX9TfeY9d5N7M6iecD7jk1VPUl6L65n3HLqOvefWqdeX1eRq4VxfEqjVLFtkwXyAOyCxfsghXLWhSrvLHxFIiv9XIv/Jb0qUYRjreui7YlsFopYxbtWkuN2huR5SWYowowKg0cbpD3L1DjIND8H3iMKQy9vboBwG9MCSIojPrl2pTOu/co0ZaNMjAnhWGVNttlh4+ZKlSwTw9xW40MGOH6miZ9f4Wt+vbWHdX6YYVgsDg9NTi6VN3rFh1FC5YMG4FJu12ArrEIiYzX0SSGCRJ9hsMTNNgNLLo99Pclb4/yQWTuULAlwRSObvWaNJFHrL3SuYfXVmhgvdpFrFpChtVrnDOlXxc5Qp8LSBFmmjdwqVPHjDJ61ITGIqGL4/bJdwhSZos5w8Gz0c1DMMMfLVak+DL92OGw5Ag8Ilj1VVhFrcLMuBlkHK7yphmDcNIkyabpjHmdpncuWPy8ssmW1tpYI2K57PaOWbz9D2qj9/B6u9C5BGNRgyPjznd3eWw06EdRWd2NqEYSx6v84hJlrerQqp5tEndC5eqVVZWVqivrVFqNrHH3K5gfZvRrdcYNm7jxVuEg1UiLFpdeNqC3RPYO0ytXRJx0vPS+6+CZtVFR821pboXVqv5gTV090LdTVHVJkpgDakDJq1bRRYuXeM4zeqVt09knoXqvJI30S6ykJ+3Tl3y2rhMcDhvf/L2zbIaLVL+oq7pvDLr2VzGNcP0+30ZomvtX0Qbajvq97z29HlIfYdUNzB9v2x5ALAIfEG2SFYVPTAJvtR7pLojqoEYZIGfJM8Hl5L+6FywdAw0CEILp2xRWiph1KFrgpWE2IlHeek2ldttSomBc/06ZhhQGg6pt1qsnpwQnZ5SGwyI4piQjAumxvddVOLx+a1xHS3S+ciNIprtNvGjR7i+T/npU+xSCcsuU6tdZ2v5FVhxWL1VZ1iq4Puwu2th2yUGA4dOJx67DibAiDiWvGDC09Z7oQbFSphUQ6ZcsDQQh8Ng4JAkzllS5iLwJZYvFSCpYerPWp/CBctziZdyeU91kF9kEZsXoF3JlXwU5Qp8LSACluR7nnVLB1/qxKXm7ZLzhGQ8jdslgTXE8qW6F6qBNXq9LGmyRDVMkoQoivF9AV8ek4E1hNsl8Ac4i5gkKSVTP/KU25XyukqlMpZVwrJMNjfh3j144w146y24cQNcJ8Y+8XDfOaLy5F3KX/7/waP3iEcDwihi6Pu0h0MORyOOx4E1RPMoLLPzgi+DFHAtASvjzxJgmiaVWo3G1hbVe/ewb9yAZpPEtPFLK7RrNzgONjh9VmZ4BFGSgtj9fXj2LM3f1elMcrtUixc8z+0StxvbztwLBXypli81b5dMUEXgSyZCNXqhtK0DLylXF1nqRFY0GU4DXZcBUqa5mOT1Uz9HraeoDvUcvT29/mmubYu4xS2yr6iveW3lWS7UvqnXVdSufh0v6ppnHXdeAD3vNRe9T0VWpkUXcXl9UvtVZIE6j0x7H/KAEjxvVYDnLVFyP1S+l9Sh3g91Maxzw/QAHXK+ahFTLe2WlY2dKvhS3dYkYJHqLSIAQM8LJvVJ24NBmpTZMgyqXoWVcJO1zZdYqVWw/VYaiKPVovb4MesffIDreSkXjBQwdciiF543EIdwwSJSJaIwsEphSNBuU/I8GgcH1EslHNPEqNap3n6J7bcsll/ZwHvpGtEKeL7Bo0dpeHhRzLouY562ge9HYy5YRBSZSusxz9MFIMsLJvO+QRzbBEHMcGgQhjaWlWAYxkQURAG+okyUvG2QPiuZg9Ry1R1RdVOUd0Cdb2BSaSnzV55yQB+/5VxdKTAhMll+mDK1Q1dyJalcga8FJM+apU+CeuRCdeLKC6whk4q4GKrgS0LH93pZVEPVwqUG1gjD5CyqoWr5gjSwRpIExLEeWEPldqkDtdiO3PGnhWEYuK5Ds1lmZSXldlUqBpaVsLkW8cqtgJc2fe43fW5UQxw7JrH3CcOnhO1H+LsfMPzgfZLhkAEp6bkz3rpMJrG8qBjjni8Bm8A6qaOkaZrY1Sru1hall1/GfvVV2NwkMSx8v0p32ORwsMLeYZlukHK7BoOU13V0lIWP1wF4nnuhACrXfR58qe6FQnAW4FXE7dLzdhVZuPRymA9knftez1hYF9V9njbzzskry1uQLlL3omBhGoBZRGM7rewy7uO067qsa16kf7Puw4u45ovIi9a0zwKaeb8XqTsPlEm5HhhBgJa6CNevXQVfcp4KvmQRLmOMREGM40kumArK0pxUz4N/6YvKBZOxTMbG0SgdXy3ToOlUiCoblLZs6pUNKs4Q4hBnfz8FPoMB9cNDQtMkiSL6wCHpzDggtYCdZwkts6oekdePY9zRiMZoRJt0VvUAo1bDcm1Kt7apRTewnRWMaohnm7jLFqMtl8GtEknksL5uEoYwHJq0Wg6np+UxF6zE5HyuK1NjZV9CxgWzx4pbG8+LMAwLSCiVJp+3cMEk/5eIahGTcnl2RXnBVE8Q9X3TvTdEVGWBPi7I5xXWuZKPo1yBr3OKPlGpIExAUh74EtdCndulg690kM1ydqmBNYRrNBlYA4bDhF4vZjCIGY0SgiAhHWzFrdAbb6qXuwq8jPEmCZOF25UmbCyVLJaXHW7ccLl2zWJ5GWwLlkset6onrJ0eUPm1Y8wPuhiEhKenDN9/n+6zZ/R7PUZxfOZa2B5vF3EvlN5aqPa5cVANy6LpOKyN83bVxZ9iawvjxi249zLJa28Rbm8TYTFqWXR2HQ67Ds9OHFptgyjOwveLlVG0srJo0d35bHsyP5eAKbVc53yJhUtCx6sBMopCx+clR9b7pGsNdY1jnlZxVrn6OfEscrSTcz3DgkV/EajKswDoQGBanxft3yLyIoHnefryYbjlLFJ/kSWraP95+rKIpTHv+Dywo4KBadbDovr1+oqOzTsuz8I17Rp0L4xZ5Xqf9Lb081RR5z1d0aMCODlP5XxJuSy81UAcUrecI791d351LEySdI4slVIuWL9Zwr62SmO5zvK1a1SWIswkhOVnOF6Ic9KidnQEnkfi+/TimDgMGQQBfY0LptqSzjtXqe6INim4cwEriih3u9SfPqHxpS9RHQ6xl5exYpvKsMF6d53b9Q3Mu6u0rlcIQ4NWy+LZM5c4NhgOXTwvIg1FLzQCaVHmePmtRjM2gJg4NoljNTy9QZIYWJaJbRuYpkkQGGccZNXtUEC06o4oz0IAsf4c5wFfqqhjuqo8mHt8+2oE3LhCg1cyh1yBrwVE90OXCWZaYA09b1cQZG6CqpuFcLvUwBpi9ep2s2h6QZCWqdwuAWyeFzEchoRhQJY0OY/bJeorFXTp3K4KhlEbb+4Zt2tjI83bdf++weYm2FZCzRux3j9g/fQrVB69hzk6hMgnGgwYHBxw+vQpR90u3XFgjZB08ulxcfDlMsntskijYDVrNVaWl6mtrlJeWsIplUgcl3DrBqMbrzJq3MYztomCDaLE4mQEe304aMPhcXpv5X7Ls5HnBpM+7QKOIP2uW7hkstFBmZSr4Eu1cOncrkXBFxSDL3WxVKRV1IHMIjKPRaQIKJ3HMpS3/7yAcB5RF+V5mvpp5y3Sl3kWGNPu1zRr3KIyzzUXLezneZdmPf+8vuTVUXTN6j75nmcN0i2n00B/UZ+n9UMFMhd5HnnvtQ6UikCcDrD089X/jj7fSbk676kyD/hSLfESyEHAl+perUZUVPOCSd0yPst34YKFkU2palNZKWOPYFAGiwjbTCg125RudCh5Ic7aOgQ+Zc+j3m6zenpK2GpR6fcJx8pCnQt2nvlK3BHbpPNfm3FS5iii0e2y/vgxdhzj7u1hV6uYpku1ssVG4x7RksHSdo2BWyYIDfb3TRynxHCYcsFSSkJMkvhkecGkl+ocL+sBQ+mV7BPwlnLBgsBmOLQxDAfPs54DX4aRRbPULV8Cyqa5HarWLXk31P15m34sZO/ClVzJx02uwNcCkpejSwdfemANFXwJt0sNrKG6F4plRXUv7HQydzcVfEnerl5PwFdCGMb4fkAQeKQh5HVuV8Bk3i4DJmICGoCBbZdw3RKlUvppWS62bbC1BXfvwuuvp/yunR1wrBjnaET5KwdUH36Zyq99AWP3A/A9ojBkOBpx2u+zPxxyOg6sIZrEkPPnWWHcY5Xb1WCsTbQsKvU6zZ0dqnfvYu3sQKNBYjqMymu0Gjc48dZpPykzPEgtXJ1Oxu06OkpBrfocxaddD6ihWqwEMBVxu9TQ8aqFS5Imq/m/ZJ/O7VL3qcE2poEvdf95pQjkzPN9kfpngZmi8svqR5HMstoULc51URezlwXA5tl3nkX+ZVzziwTvs/bN6k/RPvV8+V1kecqTPGA2ra/TrrWoT9O+LyJSr4wXUo/uLqaDLB18qYtkNbG8qhwqckdUA3SoRgrVIiaJfvV+qNYyyR0moE2uaTiERiPlgpW9Msv+Bqvr91kul7Dv38GIAqxOh+rTp6x88AFWELA8HBLHMR6pW/wpmRrzPKJzwVJfkjQQx2q7jRME1I+PaYw1cGapQvX6XTZfj6jfXOHGS1uEq0380ODp09QF0PMsPE/Aq3DBwjEXLCSKBFSJ/U7dzu4yzwfisAgCdxxJ2RonZTbOQLK8M8L5su18zpfOBUuSbM5SQ9DLs9bH/SLwpf+/poKvK8vXlXxE5Qp8LSB5i4088CUWL929UDR3o1EGvsS9UKxcKvgS90IBX8IXEzc4NaQ8pNqvOA6JYwmsoXO7JNKhjHom6Svgjj9VbleJlRWbpSWDchlsO2FrPeLlmwEvbfjcX/K5Vo2wjYjEekbsPyE++QD/yXt4Hzwg8Tz6SUJnvLWThDbZ5JVon+d6HmTgaxNYI3WSNE0Tp1ajtL1N6ZVXsF5+GdbWSLDwgxrd0TIHw1UODkr0whR89ftpsmRJmDwYPM/tkgkFnncv1MGX7nZYBL4MI7Oe6aHj1bDx6iJGd3fUAVbeolLOK9o/9z3X2pjn3EWA0SyLQdE5ep8uw8JTdA1Fx6hleW3ri9d5+pB3H6Z9n1XPrONUOc816/2aVdesdj+Ma857J/OuI89alacMKAJd87ajn6Pfj7zPWZJ3L3Srgf68ZMyYZqXLs6YVLYpV8KVaL3SLmHq8zJPCBZP6Ve5RkqRzoMoFUwGe5wkXDBpOmaC0hrNuUruxSuIMMJIQ++iIaq2GORxSOzoiNE1iUovXERkXbFB4h6dLQqb29ODM9uTGMdZoRN3zaLTblIDQMKBcxkxi3O1Vyv4Opr2GUUkIIpPSks1ow6F/0yUOHFaWLcLIYDg0abcdWq0S7XbCaOSQuiMKbJRNHoy4IprjHqbLwYwLZmGaztkzSQN+TIJs8czQUxOIwlC1iMkzFYWjPCt1bpJ3TC+X7SLj+pVcyUdJrsDXAiKgCjJApboWysQiIEt1LxRu13CYgi9xn1DdC/v9LLBGEKS/u10dfCX0egn9fsJgkIzd4WSAleSLwu+SGUpsTaoLgkHG7aog3K402lHK7bp+3WF722JpCWwzYbUy4lb1lPXuEfUHp5T2+liEBEdHeO+/Q/9gj0GvizfOqaImTRat33l0QtJbndvlkubtWrbtlNtlWVQNA6NaxdjcxLh1G/OVVzHeeotkczN1pzi16O05nDxx2D91aPeyyJICdCW0v6q5FQAlk4CALDVvlw6+dG6XmrcrL3S8bOpEJZNVUVTDPPdCHWTp5VJ2dn8LFqnnmeT0BdgiYC1vMayeo/PVpvX1IhP0IoByHoBynj4Vgcy8NqbVO+05T1tUT6trXtA5T79mtXvRa9ZlFpBX68h7l9V6Zsk870ERmMoDoIu0Oa0NtU75roMo/bv8VsGYXr8oplTwpf7/xdqhRsPT3Q718U/Al5qUWcZldc5VlaBSb6eTfgZBOuZalsHyUgl3a5XmWgP/2jXiZoRhxph7e2l4qdNT6oeHJP0+yWhEP0lIwpBhGDKIIoKx94ZqS5KZdR4crCsdJcR9O0lwx3WXANP3KXU7VPd3qT14h6oVY++tYSYWjUGdzf4qt+rrJLeX2diqEkbQbpvs7bkkCQyHLqOR9EwNpJ8w2VvZL0pagGjMBbPJIh4bxLExDgKV8sHS52XkhqDPA1+qO6Iagl4Um/KOqKLOZXKc+o7BZO6xK7mSj4tcga8FRCxPUAy+1NDx4l4oIEvndiVJOjGo3C4JrKFzuySqYQoUYobDiCAIiWOZAhKypMnC7dKjGArgShCnPdOsYBh1DKOKYThYlkG9brC5aXDnjsHduyZra+CYCfVgxMbwgLWjdyk/fojhH0EcEna79Pf2OH72jNN+n34cE497MCAFX+f1lZdel0jhYYWxayHgWBbLtRorzSb15WUq9Tol1yUplQmv38bfeQmvcZPA2iaO1whCk2Mf9vuw34L9o/T+CmAeDDJul2r1EhdD1f3PtrOcXTrIUjlfOrdL3AtVblde6HgV8KmWL5gEhHmWrzyQNW0hWASO5gVlsyw+55FZVi61rUW1oXkL3Ms4Z1Z9RQv/eQGBCk7Pc7+LnuO81hM5dhELnnreNEBRVI96zZfxnKfdt2lga1rfF7l/i0ieBW8eQJgHsor6ql9j3vHqdxkXZZzR+6nyfFTllWFMuuCr5fNEQRTPAmlL5YKJW7iAL5WraxjpXJvyZg1838ItW1RWyrg+BBHYSZyOz40W7s4xbneE01gC3yP2PBq9HiutFkG7jatwwTwunhcsGdfTGX/vM44vHMfU+n1Wnz7FNE3c42Pseh3TdCi7G6xV73CnFlNbK9OzK4SxweGhRbls4Hk2vV7CaJTmBcu4YIzXCzDJ/RIAxrgsZtIdMYIzLpjJcGhjmhZhaJ0BKdUSqbsjqu+WzHuuOwns1XlVtZiq86F6vPreqm0/J1duh1fyEZUr8LWAqH9+cS9Mw7xPDvwSOl4HX5K3Sw2soVq48gJrSOj4Xk/aSfD9GM8LCEOfJNGTJqsJk9NBk+fydqVltp3yukolF9d1sSwHxzG4dg3u34c334TXXoOtLbBJcI4GVN/bp/b4y5Tf/WWMgyckYUDo+wz6fU67Xfb6fdpxfObgqLLNzrtGEW5XE1gG6ownKMui1mjQvH6dyu3bWNvbUKuRWC6j6gbt5m1OB2t0H7l4ewZhlN7L/X3Y3U3zdvV6k89SBV6Q+aeL1UrN26WDLykX65YALVmU6O6F6iIjD3zJvjwL1zRu12XIIov8WUBv0T4tusheBLict0+XcV+n3R/9fi/an4v0b55z9UX/vICj6Lh539dpz2we69U8xxXVf14pcs/LA3B627PA1IcJCHXQl3dNeddRdN+lHjUCsFjHiqIgyvypc8FUt32ZS1ULiHiaJEmWp0qsYNKn0QiazdQdseSVWBqtsbJyn+ZrNtVbNzAjH6vXo7y3x8rDh5hRxNJoRBTH+KQBo07JoMt5A3H4pLwyjywpsx1FLHe7GE+fUul0qH/wATgOhuNS3brF5ss+1e0GO/c28dcSwthkbw8qFevM8yYNhJGM1yQRo1HKBQtDAya4YGpeMNnUvGCpa2IWiCMhSQw8L+OChWH27NUoiHoIegFf8lzVcpk/dYsYTEZHlHfgPMqjj6IEQcC/+3f/jn/5L/8l/+bf/Bu+8pWv0O/3WVtb4+u//uv5ru/6Lv7AH/gD56r77bff5m/+zb/Jf/7P/5l+v8/t27f51Kc+xac//Wnq9Xrhee+++y7f//3fz9tvv83h4SEbGxt80zd9E3/9r/917t27d95LfeESxzF//+//ff7hP/yHfOlLXwLgjTfe4Du+4zv4X//X/xVjyiB/3nt1XrkCXwuIOsCrCZNVrZtMBhI+Po/bJYE1BHyJ1avTycCX709avgR8SdLkMAzH4Eu1cInboZ5kUed2pYNmqeTQbLrPcbuubabcrpe3Al5aDdhqxlhJCN19kuAJHL1P9ME7DB89JA4C+klCN45pRRGnccxpkky4YuiODouKCr42gVVSK5hhWbj1OqWdHcqvvop1/z40m8TYeGGdlr/G7miZw67LIM4SUat5uwaDbPDW3VZgktulBtaQqIbiXihuhGrSZN29UAVes8AXPM/rmlVetIifBqQ+TLCWN0nmWc10QDlPX4vam2eRP68VZpbMs8ifF6AW1bMoML0sWRTszQJrlwES5r1H00DPRUTVyOvtq595fdXfA93KddlgKq+vunVL36eX65ZX1TtALdPL1T7kATbhaMnYq4IvsXyp7o7q4l2CbMi+PC6YlEk7Mm6ORlCrpaHpa5bLhrOKuRJT3mxQsXtAhHV6SvXddzE9j8rJCcHpKUkQMARO4CyE/GVwwUaQEQKShGQ0ohIENNptquNOG24JhiPKqw3K4RZGeR2WLEIs6r5FuG0zPHWJA5vmkkUQwmhk0ulYnJ6mXLAosinmgkm5cMFAlLhJYhGGLqNRCsJkrtLBVxRlEXp1t0OZD/O8S1QumIi0Ie+H1KXKxz3gxr/9t/+W3/t7fy8A29vbfOM3fiO1Wo0vfelL/PzP/zw///M/z3d+53fy9/7e35sKHnT5W3/rb/EX/sJfwDAMfvtv/+1sbW3xuc99jh/8wR/ks5/9LP/+3/971tfXnzvvP/yH/8Dv+32/j8FgwJtvvsk3fuM38sUvfpF/9I/+EZ/5zGd4++23+a2/9bcudI0fhkRRxDd/8zfzMz/zM1SrVX7P7/k9QAqqvuu7vou3336bf/JP/gmmyl8Yy3nv1UXkCnwtIKrboRpAQw8drydNlklCzdsl4EsFWRLoIQyTM1DW6SR0u8mY85UOjEkSkiTBGHgJm0rVYiVwZu0ySO1E5fFWQrhd5bLFyorN9esOW1sm9To4VsJ6bcSNSpv1/gmNx20qx0PMJCTY22P0+D0Gh3uM2i38wSDNjQIck2rvhkymd1xEZOIRbpf8LpHm7Vq2LDbGW9kwMGo1jM1NzFu3MF97DeONN9LAGqGB33Lo7boc75bYO3bpDrLIkmJlFBdDWQwIeBKABZMgSw+sIcBLdy9UkybnhY7XLVyqa2Eeh0v6Nqtc3z+t/KsheW0X9WcWkDtve3nlF21nVnvq/ote1ywg8dUCZ7rk9TMPqMj+F9X2IvvOW38ewFz0ml7kMytSLOjPo+j5SLksgtWxZ1a5LKzV3zqI07lgUodwiZJkUomlgi/hgkk/pVz1UFGtLNKeaabnlstpm0s1F3NjhaWVKqvbWyTLIZgx1uEhJcvCbbdTLli3S+I4DJMEM4oYRRH9KMKLojPXw4TnbUnTJO+YGBgmCZ0w5Gj8uwqYYYjTaVE52KXy6D0qVQe7fUBk2DT6FdYHy9ysrRLebLKyViGMDDodk/19lyQxGI1sRqN4DL5CMudJVUVqKFchvWEMvtJAHIZhYxipa6JtG+PnbGAYhuJ2aEzMr+pzVAExTIamV9/BvLxgUi4y1e3wYyCmafKpT32KP/fn/hy//bf/9ol9//Sf/lP+xJ/4E/yf/+f/yTd8wzfwbd/2bXPV+YUvfIG/+Bf/IpZl8fM///P8j//j/wjAYDDgD/2hP8Qv/uIv8qf/9J/mM5/5zMR5g8GAb/7mb2YwGPDpT3+aH/zBHzzb91f/6l/lh37oh/jmb/5mvvzlL1OpVC545Zcrf/tv/21+5md+huvXr/O5z32Ou3fvAvDgwQO+8Ru/kZ/+6Z/md/yO38Gf/bN/duK8896ri8oV+FpABHzJoC5uauJ6qLoXqrmhVE5Rt5uCqjQ3x/MWLgkpn1rKYgaDCN+PCcOYKBKAJaDLJ2NTyciUkEEXxt+zvF1QwTAcHAclb1e6rayAbcQshUO2/H1WDt+n9PQJRtgiiUPCVov+kyec7u/TGgwYjrldEo63y8XdC10muV0m4FoWK8LtajYp1+uUbJukUiO8eQdv52X8pduEzg6xsYIPHIUG+yODgzYcHBl0e9n9FuujGiFLAJCAI9VaJe6Fan4uNaR8Xt4uldulAju9fnXfPHm7ICu/yIItD5zl7S86d9bxeZaPi/T3Iuef59xpVrB5LVzz3tNpFpKivhRZRPSFttrXWdek90FdNC1y/xaxAOb1R7fCXEZ755WiuvPu6zx16PUVPSuRItBadI/mPf68gFdV+BRZxPIsaTA9NL1q+VKVUjoXDCYDcchiXvomi32Zc9XUL3LMYGym8v2MqztasnBKJrXVEuUoISLBMRNM18VZ7uFcP8XtjrBrdYzRkCQIqPd6rLTb+O02zmBAMM5jKczrIRfjgok7ojmuzwXMOKba77O8t8dKuYzT7WI3mximTdleZdW9yc3SXdxbLl27TBgbnJyYlMsOnmfT6ZQZDJLxeiUABuNnoq4fYBKACX0h5Yml/DETda3h+yaDgTnmgpm5nC+xiAnwVd1PdS6YCpR1cK+/3x938PW7f/fv5nf/7t+du+9bvuVb+IVf+AV+/Md/nJ/6qZ+aG3z90A/9EEmS8Kf+1J86AxMA1WqVH//xH+fevXt89rOf5dd//dd57bXXzvb/5E/+JM+ePeOVV17h+7//+yfq/P7v/34++9nP8s477/BTP/VTfNd3fdc5rnY++cmf/En+1J/6U3zv934v//v//r/PPD6OY374h38YgB/+4R8+A14Ad+/e5Yd/+If51m/9Vn7oh36IP/Nn/syE9eu89+qicgW+FhAVfKmWL9/PNDZBkFm91MAavp8CK3ExlKiGvp/+Fm6XRDVMuV2pn3YYBqTcLtVVQE2YLGZuY7xZCPgyDBPbdnFdh1LJwXUdTNPGdQ12dlJu1xtvwCuvwPo6WElC6WhA/YNd6o9+ndLDX8U42SOJQsLRiEG3y0mrxcFgQDdJzoZmT+nRRcBXmYzbVWOciNK2qTebNG/epHzzJtbWFlQqxHaJUX2LdvMu7dEavadl/COLIDA4PU15XXv7cHSc3lcBxwKY1UFegJEAJxn089wLpVzcC9VyndulanLPA77yrCUq+JoWAXBe0euftujO6895F7/zApR5QMA0wJG3uJ9WpraXt18HDrOuQa9LtwAUHVckRYvuPClqW/+cVX/esUWAu6gPefvzoucVgZppoKzoHVnEOjjPudPK1f4vcg1F71XeMUXPSn+eefc17/xZ11AEoNRrUdtW+ykgSMpV8KUHBZJ96nUL+EqtKlm5bvlSr0ssJBJ9T/og+/W8YOn4bIx5YQaWnQbhOG6lLvjuqELDW6e5co/mqybV69cwIh+r36e8v0/z8WNIEuqeRxhFhKRcsBZciAuWkM7yvXEdXcbJYOKYpX6f5NkzSoMBtcePSUolDNuhvLbD2p0+pZcrbN5ew1tbJsLg4AAqFeNszZKCooQoSggCB89LN/GsyXqgBvOCyXWGXJ1JkhgEgc1olPoM+r6BZRln4Et9/ro7osxfAspUkCyATUCYlMtzlO9TwZdMuh+mXHL4xd/0m34TAI8fP57reN/3+ef//J8D8D//z//zc/tv377NN3zDN/C5z32On/3Zn+XTn/702b6f/dmfBeB/+p/+p+fc80zT5Fu+5Vv4vu/7Pn7mZ34mF3y98847/OiP/ihvv/02T58+pVQq8clPfpLv/M7v5E/+yT853wWfQ/7jf/yP7O3tUSqV+NSnPvXc/k996lN8x3d8B8+ePeM//af/xG/7bb8NuNi9uqhcga8FRNwJZXBXuV1qMkid2yWThMrtkqiGAr5Uy5dwu8IwIgwDwnA01lLJQCjcLpXfJaDLYhyOAjBJQ8e7NJsuzaZFo2GkwSCchOvXYl65E/Hq7YhXb0ZsrCWYkQ/hMUb8FOPwXXjni/hPHhOHIcMkoRtFnEQRh1FEawy+UHqmDtWLioCvZWBr/OkCpm1TajQo7+xQeu01zLt3odEgxmEUNWiF6+wOmpx0HYZjgNXppLyuw8P0vg6HaRuqVlYFOgK6hNulhsQtl1NugAqyJAiHWL0ErKkgTnU318GXGjJ3Wuj4vIiGUp8OgvI+9e/zSF4ds46fZ0GqA5i8/hdZBvL6oy48511gF7VVBNryFpWzrkHvWx7YmQaKdFEXu3ntTAN/0/ZPe0fy+joPyC5qW71eHUjk3dt5gHZR3+c9Xn8Os55BEVCddu9UEKRfn973efoxTfLGgFlgqwgo6u+cfOqgTgU1095THXyptBgdfKnvml4ufShyRxSlmppkWX+X4zgLiCXXL8cbRlp+cpKO0VXDYc1eIVm6RWm1Rtm6hUmI2W5TefAAwpDy6Sn+ycmZF8gp6Rx4US6YzO5DMvaVnSSMRiNs36d+ekrdsrANA9Nx4NYJ9XqZ2ktbJCvXYKdOZNisuAaMLEZdm9A3qVVN/AA8z6DbtWi1XDqdmDi2iGOZxUNlUx0oDSbBl0GSmIRhlpTZshIMYzr4UnOyJUlmgVQtZTA538q7oCfjFjD9G1W+8pWvAHDt2rW5jn/nnXcYjM27X/u1X5t7zNd+7dfyuc99ji984QsT5fJ72nnqcar89E//NN/2bd/GaDTitdde4/f//t9Pu93mP/2n/8S3fuu38q//9b/mH/7DfzjXNSwq0p8333yTcrn83P5KpcKbb77JF77wBb7whS+cga+L3KuLyhX4WkBUi4keWEPldg0G+dwuNTmyJPFVyyWfV+b3nJAkERm/K8vDMcmqMsiCakhQ9jQgu2lm3K6dHZuNDYNqFVw7YbMx5Hq5w3q3ReNRl+qRhxEFBM+e4T1+j9HBM7zWKWGvRxxF9Mi4XQPSieY8Wj3prWwynFeAhmGwappsmSZrhkEZoFLBWFnBvHED89VXMV5/HVZWSAIDr+XS2StxuFdm98ShPwa1g0F6P4XbJQO0DnZU8CV5u1Rul7gd5gXWkAiIrjuZNFLndkm5nJcHnNR9UqZvUj7z/l4CKDvv8broC/BZMg1I5B07ywo0DZTNC0rmvRezrCzztJcneYvjaf3Q989a9E9b7E9byOfVNatv8963vGueBhSK+jINiM56rrOOneeeLSLz/tdk/zygaZHj9Wc8Dbjp/dN5XkXAWt0vY54szKUeOS7P8iXlouyUcqlfnYfVPkq5LN7FFVG9RskL5vupO7lpQqPqEK81qW2XWNnaIGkGYMdYJyeUHQf39JTG7i7J4SFEEUPSxMlBkjCMY7wkwSKDLiorewYunmBdiUTAMI7pxjHHYYhJGp7etG3s0xNK+08pP36PUqOE3T8mNm2W+mXWew1uVpbxry+xtFQhiAz6fZODAwfDAM+zxnnBIAVVQm2QXuf1KuOCRZExTs4cnz0nAUzyTMMwnSstK/MIkvdBQFmpNPneCCgWXqAK5OQYAWy58tUIuHGJlq+9vT1+8id/EiDXopMnDx48AGB5eZlGo5F7zM2bNyeOBeh2uxwfHwNw69atqecdHh7S7/ep1WoA/Mqv/Arf+q3fimEYfPazn+WP/tE/enbOw4cP+YN/8A/yEz/xE/yu3/W75nadXETkOor6LX3/whe+MHHN571XlyFX4GsBGY2y/7HK7VIDawinqIjbJYAgjWqYjEPNx4xG8ZjblYz/u7ozn87tkgHRVD4dhNtlGGnSZMcxqNdhc9Pg7l2DW7cMmk2wiVmOB2yHuyzvPsR9/AzidupeeHJC/9EjWgcHdIZDRklyFtWpQ+oKMW28myXC7ZLUzs64rGzbrFSrLDca1JaWKFcquLZNUmsQ3bmPf+MVgtU7hNUbJG4TDzjC4NA3OOgYHBwZ9PuZZnMwyNw7Va1pnvufWL2EwzUtqqEsAPK4XTLpCPCaN29XkSXrMuUiIE4tm6X9n9c6dBlykQVu0b5ZfS261llWhnmPmdU/vd2iNuYBjYuAlqKFdJEUgR29vqK+FfVDyov6XmS1+Wq9ezq41a9JPucBt/o9LwKz0/q5CMg6j+j91YMCqc9fFtJ5llU98qFanwAoPTqsHgVRRNwRxTtF5W5DNp93Oun3Xi89f1i3sJ0ytdUSVSPBcBNcB8xqFWt1gHPzFKczxC5XMAZ9kjCkNhiw3OngdbtYgwFeFJ0xtUdkecHOs0RPyLhg9vh7mZQLVh4OWdrfZ/nLX8YcDLBWVjBMm5LVZMW6zg3nNvZNm22zRJhYtFomtZpDGNr0euUxFy61aCXJkCQxSBLVp0VEvgsXLBofK+rUBLDG6yGD0cik35fgHGkgDjUps8rdK5cn88FJueNMRkdU8dRodI4b+SFIp9OZ+J2m9SnNfX4YhvzJP/knabfbfOITn5ibY9XtdgHOgFGeSOh0tY9y3rRz1ZDrnU7n7Lgf+IEfwPM8fuRHfmQCeEHquvfjP/7jfP3Xfz0/9mM/9kLA10WvedHzLkOuwNcC4nnZn16iF8oCX+d26eDL8zLwJZavNLBGwmgUMxoFRFFIkqiRC4XbFZCZ/43xptqNIOV2Sc4u4XZZlEoG16/DvXvw+uspx2t1Fawopnzcp/F4l6XHv4b79MsY7UPiKCQYDum3WpycnHA8GtEbg6+AjEgsDLTziEUKvJrjrUr6Ijpjblfjxg1KN25grq9DqUTsVhg2d+gs3aE9XGPwrEzg2gSBwfExPHsG+wdwfJyFjle5XbqLi1itRNumuhfqHK6iaIdF3K7zgC8doKh9zQNm+jkvAqjpoi+c5Lv+e1o/1Xo+qpLX12lAR11YL3L8NGvPvP1cdF/RYr7o2KJnNu81F+0773Wf57zLBhbnlXmvMQ9YFYFptbzoOs/7f8sbV+S91YGiblHSr0Hnp8qxs8BX0X9FDU2vW770vGAy9udxwVQDhcoFC0MZow08D0zLwHbT2bfVTV32ba9CbbRGs3mXpZdjKlsbWMEIazSidHjI0pMnxE+eUPH9My5YH2iP25Pw8otKMj63P/4+YMwFSxLqgwHR/j5uEFDZ3089Riyb0vImK9e7WHdLrNxcZbS6TGSkc2e1apx58aRWv2TMDXPwPHecF4wxCIPn84ElPO/HEpFywUzC0GI0sjFNmyhKuWC622Ec57sdSrlhpJ86KBPxvCk37Kto+RKLici8wSNE/vSf/tP84i/+Imtra3zmM5/Bdd3L7OWlSRzH/It/8S+ANEBInnzt134t9XqdL3zhC4xGozPXwH//7/89/+Af/IPnjn/33XcB+L//7/+bDz744Ln9f/gP/2H+8B/+w5dzAV8luQJfC8holA32QZD+1gNreF4Gvjqd/MAa7TZnFpo4TgiCaDzI+aTcLgFfwu2SoVrAl00KYeTTHLsXujSbNs1mGjbedaFcSrhxE15/NebN1xJeeTlhbRUM38N80MZ48hRr99cxfvn/I3n2lCSKCOKYfhxzGkXsRxHtMfgShwM9i9iionK7NsefDmDZNu7SEpUbNyi9/jrmzZtQqxHjMkyanLLJfn+J056TQtIgvZeHhynwarczLZjqHy6AS8CUBMpI85pl5ZVKyu0SkCVgSU2arHK7BHiJK4UsJgRgTYteqC/yi8qLwMuscrVsmpzn+Lzv856fZyXTzy1yk9MXdbMsAEVykWueZ/+ix39YMg/QmnVs0f7zgMEXLUUAQj7zLGPzgDX1uEXf+UXbmtZGXvm817zo8UUKBbVcxi/9fDX3l9punkVMdc+WxbYo09T/bFGADt3yJeOxRNGTIBswaUmROiUvmNQrx0vdrdY40i0Oq8YySeMmbqNEybiORYDZ61F++JBmklDqdFhutYg9D580CIdBqk69KBdMPFEktJaVJDSHQyzfp358zJJpEpsmpm3j3LjJsm2w9NIm8c5Nkjs+sZ1yoku2QeibxJFBpSIBxFIuWLvt0G6XiCKTLC9YxGQ+0UTplTwMAV8GYegwGiXEsXmWlFnAl7wnUZSBLwHA8uwELAtQlndGBc4fVcvX48ePWVpaOvu9iNXrz/25P8eP//iPs7Kywi/8wi/wyiuvzH2uuM/1+/3CY3q9HsBE/1S3u6Jz5Tz13OPj4zOrkA448+T4+Jjr168DKcj6R//oHxUe+0u/9Ev80i/90nPld+7cmQBfF73mRc+7DLkCXwuI52UaNNXyJWHLVQuXbGpgDbF6qSHlIdUcxHFIHAu3SwY62YAJa5dwu0pIcA3TNKhULFZXba5ds9nYMNP8U3bM9vKI626PtW6XxuM+1eMAfI/w8WP8px/QP9ojaLeIej2iOKZDyu1qkfG7dK/vecRQem0oWwVYAtaBa+NPF8BxMJtNjOvXMV57DePVVzGWloh9E69donNY5vCwwn7LZjieJPv99J6KlVHndomLoSwyJEiGWLJ08JWXz0u4XaXSZN4RCayhW770vF3zgK8iMHVeWbQe9fhplhuYvljPW8zlHVdUj37MRcHeNLmse/1xl99o1z8LZE5zy1OBQBHYmOe4af3R/2vyPQ8E5VmZ8o4rUkYUXXNev2YdP6/oY0geKFNdB1UQlJcvTI5Xy1XLlzru6pYvaVP4RzLeS7nKBVOBnmrZ7XazujudcSCOkk200qSy4dLcWCNZ8sGJMVstyuUypXab+OlTknFHPNJ5LySdT4dyv5VNtSlNE1kVqI/PJAVgrTCkGoZY4zZMy8Jqt3CP9nCfvI+7WscOuiS2Q6Pnst6rcaPcYLRTp1YrE4QpF+zoyMY0S2dcsDQQR0TmjaP2xlC+i0+MBOKAOLbw/fgMOKkh6OUZl0pZIBWZt2HSIqa+Uyr4mmr5+irK0tLSuRbsf/Ev/kV+7Md+jOXlZf7Vv/pXZ9EO55U7d+4A0Gq16Ha7uVwmiZwox0IKRFZXVzk5OeHRo0d88pOfLDxvfX39zFUvVjQr/8v/8r/M7J8KQr/927+db//2b3/umEVDzct1PHr0qPCYvGs+7726DLkCXwvIaJQNFrp7oUQ19LzJABrDoYSNh14vod9PGA6TcYREGdBEk+QzmWlehmSBMJDquoQxVUOSJltWyleSvF03bsDSEjjErNDjWvKMpSdPcJ7sQ9IjCQOCw0N6Dx7QOTqiPxrhjS1cA1Lg1dd6s6iYZOE/BCYKt2utUmGpXqdar+OWyzimSdJcJr7/CsHtVwm37xOt3iGpNxiN4HRopLm7OgZ7BwaDMagVS6MAYNFaqpYu1QKlcrsqldngS+V26aHjBXjpSZPzAnrA8yArr/xFyDwLRFXOa7m5TPB4GTJvf4osaPNYN9TFah5wnbbQn7ZY1tsv+l5U16y+v8hrnlXPPPfqsq9ZP7aov3lubmqfX5QCIK+/096jvDrO8x9fdGw4j8waL9T9Kk9LBV/yfOU+qHnB1PokMIMeml4NxKEDNgF9eioZaUuU4kGQzu2mCbWahWGVqa6WqLtNnKVkDCCWMa8F2Hfa2J0BluNidDsQRVRHI5q9HsNeD2M4ZBRFZzaj83DBEu27TzpnH4/raAFmklAaDqkfHLD07rsYYYj16BFYDo5RZ4ltdowbcG2H9WsuQWLR6Rg8euTg+zadTkK3K+Hcw3EvTZ6HgAYZ+BIumDm+lxZRZCHK4zA0xvOnMU7QbIznVuNMiS3PQMBXqTQZZEPcEWGG5etjFnDjL//lv8zf/Jt/k2azyb/6V/+qMALfNHn11VepVqsMBgM+//nP89//9//9c8d8/vOfB+BrvuZrJsq/5mu+hrfffpvPf/7z/ME/+AfnOm99fZ1KpcJwOORHfuRHWF9fX7jPFxXpz6/+6q9OuDWKDIdDfvVXf3XiWLjYvbqoXIGvBURcBVXwJRYuiWroeZmFq90W8JXm1RgOIzwvJAyjsbZA1yap4Esd1ExS0AWGYeE4Dq5r47oWtm1hmiaVSgq47t9PuV337kGzCVYYUT3psfTsKc0nX8LZfxf6J6l7Ya9H7/iY48NDTj2PwRh8+aQAbEA6lJ5XVG7X0vi7BbiOQ2NlhcbODu61a5irq+C4ROUaw9UbdOu36PZWGD4tE7o2nmdwdARPd1Nu19FxxqUTf3U1aWN6nyaBk4AhAV86yCqKdqgH1lCjF07LzaVG8poFstRzpoG188pXAwjlLYz1BV/Rwl2to2gRrsu0xXfR4nTWwnPe46cBmXkX13o9al3T7oMOCmbdqyIQkdf/addQdM1q2bRnlXde3r27rGvOa68IvOnHqO+qemzRp17nNCA5zWqVJ7P+y5etaMk7vuh90C118l3ngal1qdxX/Vx1PJeIdzImq4EyVGWXtKUmZVZBmcoFE/AmC331u/RDvFYMI20rnReMsSLWwHEhMaAzANdNsL0y1cEqjcYdGvcDKisrWF4fw/dxj49Z2t0levaMchieJWUekAayavN8HON5JSHjgkEKkRxS8FUbjVg9OMBKEsrHxyS1GqZl4zbWWN56GeOmxdJOk+FKk8iyOT1N3e/T/F3pfUldBy2CwML3bXzfIQxjMi6YKIvFFRGy4Bso+8Qd0WQ0srGsFJjZdgrIRIkt/wmxiOnREdUIh5JG5uMu3/3d383f+Bt/g2azyS/8wi/wdV/3deeqx3Vd/sAf+AP89E//NP/X//V/PQcoHj58yP/z//w/APyRP/JHJvb9kT/yR3j77bf5J//kn/C93/u9qLm+4jjmn/7TfwowEVTDsix+7+/9vfzcz/0c/+yf/TP+zJ/5M+fq90Xkt/2238b29jZ7e3t89rOf5U/8iT8xsf+zn/0svu+zs7PDb/ktv+Ws/CL36qJyBb4WkF4vG5jVABp6YI1OJ+N2idthav2K8byIKBIeV8JkTg09n4a4GAq3y8A002z1krerVjPOrDa3b8Obb8J/89/Ayy/DygoYoxjj3R7m/jOs3S9h/vJ/gf09kjgmiCIGQcBpELAXBPTI9Fkq22yK0nWqWGTcrnVSEGYBtuNQXl6mcusWpVdfxbhxA8plYkoMjFWOjS0OOku0ulYKR4P0fgq3q9PJXA3UkMEqeFHdBQU0qeBLLF/C7bLt9Fg1z5csDtTAGnooZBWAQXaODshgslzX2OrHzlocLwrKFj2+CAjM00d1X97Ct+i72nZRO0UL/fMA1Ms4XgcMatk0IKYDq6K69PqK6sn7nQdIX/Q1zzp3luT19zKvOe9+q8dPAxZ5bRZ96jLPO1x0Xh5oVEFKXn/nqUetK+/65jm+qC31PutuhzAZnEPng6ljqWrpUv/nqkVMbWeaO2KqBJ28LgFywi1S+6Uv9sXTAjJOmVjVTk/HfGIclpMlNqs3sO46uHeuYeFjDgaUnjxhybax+30a7TbRaERICroMUvXreXGEgK8BWTREkxR8LaUJuKi1Wix98MHZpOVe22H1kyHNe6vEt2+S3ItJSukcK0Ht4jidE1OXfoN+X7hgZQYDa+y9I8BK1jEqF0x4YoKWBHxZ43tp4PvW2RwqIEvaFsVpuZy9J2ogDpgBvr4aSZanZn3Ol7/21/4aP/zDP3zmajgP8Po7f+fv8Hf+zt/h67/+6/mpn/qpiX3f/d3fzWc+8xl+4id+gk996lP8D//D/wDAYDDgO77jO4iiiE996lO89tprE+d9+7d/Oz/wAz/AO++8w/d8z/fwAz/wA2f7vud7vod33nmHGzduPBex8Hu/93v5l//yX/KX/tJfolar8a3f+q3oSZq/+MUv8s477zwXDfEyxDRN/spf+Sv8+T//5/krf+Wv8N/9d/8dd+/eBdIQ8d/93d8NwKc//enn+nXee3VRuQJfC4iag0vldnW7z0c1FHdEyecVxwlRFBNFAVHkkSQq2JKBS3fwExfD1LUQTCxLuF0O29sWq6tp0uSyG3F9zWPb6rPS6VN7PKRyksbPjT54QPDkAaO9p0SHB8RHR4RJQgs4SRJOSV0UevCcz/k8wMso2MpAA1gDdoBVUm0cjoO5tIR5/TrWq69ivPQS1GpEvsWoU6Z9XOPgpMZB18YbRyzs99MJrtPJXAzVyXgat0sFUwKwdLdDAV/iXijjtRqWvihv1zTwlQeydKL5ecHDxDO4ZOAx7/68xe689eiLanVxVrRvnuvMW7DPU880a9S85Wrb+qI+z/o3j+QBhrx6iuqcdT8u+5qnAe955UVd8zQwN+19nNXHIpmnn9POm9ZmEfCZR2ZZJec9fh7Je49kHNTvSx7nSy9XwZcaQdEwsvlZB2g6F0z65ThpeRhOph4Rd0TVeqdbxGScj6J0vrdtqDgW/lKD8ppJc7VJvDQCJ8LsdilVqzidDvVnz4jHHfFJo/2Ku/+ASeiib9NEAmFJzmGZh6M4puR51DwP1zCIAMs0MS0Le/cJ9uMHOOtNrGRI4pap921WuxWuOTW6mzVcu4QXGIxGBsfHNqaZ4Psmo5E7Bl8SC1nlq6vgS1S4qTtikpjEsYPvG2M+WJqUWcCzOpeL4lToBPK853Y7/BjIz/3cz52BnJdeeom/+3f/bu5x6+vr/MiP/MjZ76OjI7785S+zvb393LFf8zVfw4/+6I/yF/7CX+D3//7fz+/8nb+Tzc1NPve5z7G7u8urr77K3/t7f++586rVKv/sn/0zft/v+3384A/+ID/3cz/HW2+9xRe/+EW++MUvUqvV+Omf/mkqlcpz7f3jf/yPzzhcf+2v/TXeeOMNNjY2ODk54Vd+5Vd48uQJ3/It3/JCwBfA//a//W/8u3/37/jZn/1Z3nrrLb7pm74JgLfffpvBYMAf+2N/LNcqd957dVG5Al8LSL+fDeKjUQqu2m0VfCVnnK9OJ5ngfEE8BlxiUxL3QpgcWvO4XVVSAJZqiGq1NG/XnTuws5P+do2INbPHVrJH4+kznL1jMAYkvo+/t0f/wQO6x8cMRiOCOCYmBVsnXJzbpULEDCZCdcztatZq1Go1KqUStmmSrK6SvPI60ctv4N97neT2fZJaLc2PZhqctgwO+wb7BzAcpTlB5H4PBoz5ctkkKWBJnTxVkCWBNdSQ8nrADTV4hnC7oBh86SBLylTRyxexfC0qi7obXWbd52236H5dRhuLLmqL9i1STxFYyDun6Jh5+jmrzml9mqedy7rm87wX84LrRfo0bxuXrcC4SN0XlTw3xxfZl6KxK88dEfItX6olKw/Q51nE1IiI6rXpyg/V7VAFdxIFUcLLi+hcMLF8qe0NBmk9wgVLedcWhl2jsVlleSWhtp2QVMDodjEjC7M9wO4NMCwLo9XCiiLqnkez32fY72OMRgzD8AyyeCzGBdMVpwbp3N4j5YIlSUIHMOMYdzSienxM/cH71C0Tc38fw3GxkyqNaJ1trhFtb7OyaRMkNr2ewdOnNlFk0+2m65vU/U9ykg7I1jJqb2Pt0xzfy9SF0TBSUGaayRldyjDSeT91O0wjMQoAF3dEedYf1YAb88rJycnZ989//vNnHCNdbt++PQG+Zsmf//N/nk984hP86I/+KP/5P/9n+v0+t27d4tOf/jSf/vSnC5MKf8M3fAO/9Eu/xPd93/fx9ttv89nPfpaNjQ2+7du+jb/+1/869+/fzz3vj//xP87Xfd3X8WM/9mP8wi/8Av/hP/wHoihia2uLl156iT/7Z/8sf+yP/bG5+7+oWJbFZz7zGf7+3//7/IN/8A/4xV/8RQDefPNNvuM7voPv/M7vxCgY/M57ry4iRpJcRKf1X4d0Oh2azSbf9V1tSqWlM/CluxemYeMThsOYXi+m34/xvHg8CURkWeMld5fcekP7BNO0cJwSrluhVKpg2y6maVKtGty8Ca+8Aq+9BjdvQqMBVjCk3n7GysGXWdn/dZZOPsAdtYnCkF67zcnBAcd7e7SOjxkNBmehavukLgp9rUfzikEKvOqkboUNUrhoAqVqlaX1dVZ3dlje2qK2vIzlOITVJYYbt+hff5XezsuMVnfSXF7D1LXwyZN0OzzMuHRBkH6XhNYyEAsfq1SaDK4xT2AN1SIm4CsvsIa4JeruhLMsX3nALK8sD3hN25f7HM5xfJ5rm/p7kXbPK4uAxg+rT1dyJTCf5SvPZU/2qcBBLy/6XdSOHHOePk2zbs5bz3mPn1aWt08FZCpXTCxPqQv/8xYpHRiluaoyPrDsk2TKw+HkXCLlavRitR7PSzdRvsocI1Fw1STBGxvpvHzjBqyvp2WWN6B8/JTas3eoP/0ylcPHWKMeURDQOz2ltbfHye4unaMj/OGQiNQFsUvqlthnMsbgvCLzc410bpYQXSZQqdVYXl9nfXublY0N6s0mpmXjVZbprN3hZOt1Whuv0G/uEFolul14+BC+/OV0e/oUhsOEOI4JAg/fH+J5Q4LAJ81XevZ2aJ9CpxB1rQtYGAaUyya1WrpVqyaOY5yBr2YTlpfTQGKT4KvD//F/NGm322fRBWXN1v6e72FJC77woqUzGtH8vu+b6M+VXIkuV5avBaTXm8znpboXSmCNMEzwvIggCIlj1f9ZNc2r5SbpECl5u9LfGbfLZmkpBV22nfpi37kDb7wBb70Fd++mg5LRj7De72AfPsF+8qvYv/5FODlKuV2+T3804nQ04tDzzhI0huPe+EpvziM2qW1uhZTbVZercV0qKytUb97EffllzO1tKJWIjAoDe50jZ5uj0zqdjkVgpPf09BQODjJul4SOl8kVJq1HRdyuUikFXrVaBr7E8iV5vgR8wWTeLt29UA8dD/NZvkRm7V9ELlM7/1HQ3F+k3hfRp2mL4RdpXTxv+5fR38u85vO6Uy5yzHn6ex7QA8V1zXveLOvuZVj6ZvUpDwSqYE6/L7P6ME+bsyTvWaifeX2fxQUTtzWYHJfFNVDAlxyv5psSDpfqzijgyzAmQ+KrFhgBbzJP+X7mLRFFqWLWdcFJLJpRnXX3GuZNcK+tYyUjjNEI99kzGo6DORhQ73QIx+CrQzqPSjREg8XnaLFBDUlXIEMkMyjUPI/k6IhKr0fjyROSMYJ01zdZfmNA7doS127uEN2NSMrptSwvZ/fZdVOgmqZ8MWm3bTqdElFkaFwwPTuoCsKMcXn6XaxhluWQJGlSZnl+qjuiGnBD7v2VXMnHSa7A1wLSbmeZ1VXLV+ZemHG7giAgivyxq6GAL3UQUkUc91xUble1mubt2toyWVlJB7taOeLGps/16pCtcMhax6ceRtDvEx++T7T7PuHTB/iPPiA5OiJIEtrAKXCYJOyTcbtE5h3QVfucupXIuF3XSEGYZRgYjoO1vIx16xbmG29g3LkDlQpR4DDsVmi1Guy36xwPLPwwc984PU0/ZWCHbCJV+bN69EI1D1ee26FYuFRul2rhKuJ2zQJfOgCb10JzJfnyou7fIhydRffNW/8smQYQptWd1/YiFsXz7Mtr96KA/kVds7pgl3dLd1VbVIre0WkWsa+WzFIMnbfOy75GGVflU7WMqXnB8sCXCpB0S6HKL5NnI/OB6o4o507jgqluknKMgAEBCXJcvz+ec2wLr9bAWTZoNJeI6gNwwjQQx/Iy9mhEdX+feG/vTDF6Sjo3D5n0TNG3WSKqXpUaZQL1MMQIQyqDwZm3im0YGIMB5lId+/ompcNVzKUEKlXsvkUvLHG9WqG/VcY2XYaeyf+fvTcPluyozsS/rH17e+97Sy0kgRh+yJLBI4nBknGwOGQQBhvGDBDGYIQE2B4CgS0w9hgUhBeEhTzATAgImxASuFlseRCIACwThhYShmDR0t1St9Tq5W1V7716td/fH7eyKivfye3WvfVeq+8XXf2q8maePCfvvZnny7VeZ1hYSCKZzKDZTKBWSwtrwcQuXtVasBb4Rhztdgr1Oj+UOdl7DsSNONptv03nEInYGqzHVvOjzi/GWYn4KXFAudyvrPnaLv7hG274FbK/vsvz+NousarUnduV735PDJzbtXcvw7ZtXYLB2tiSqWBz4zSKx08hdXIRLFFDp1ZD46mnUH3iCVTn57Far6Pd6aAFf+rCPPwZ2aI2rhDXdmUg9KClUpjJZjGZz2Msl0Mxk0EykQC2bPHnR158sb8N43nnAfk8OssM9RMMSzWGuZMMp870p3SsrvZHEvk8e5kciYSJj3AVCoPTCGVSJpMvcaQM6DeY4toxYNAZkAmWDPG6alQsLGJhK4eaWig6rUH00TmtuilOQUdXwiJhUZPhsOW7jIqsF9E/m2x2JaeuhMWFiFDvhClMNUolk1UbQqgaXXKVY4KrPvKUQxXBU42I8e/y9HB5a3oeLm7EIY6UcWefky+x8088h4qfDSZOhaxW+6NtnHzlckmwZBET+QIaOzejs90DCh6wsoJEPo/E6irS/ECtyUm02m20mk1M1mpYXV1Fp1ZDsd0eoDP8cBrXtWBAfx7OCvxNtxLd70nPQ6peR25+HsXHH0chm0V2fg4sm0Wqk0OpMY0tra2oz2xBYXwCDS+BapXh6adTaLWSWFrKoFIRc6mj7+vwkTCgP47HO6P9rlx/6UYSrVYHjHm9+8T9AE6yxU02AmwuGCPGuiMmXw5YWeELcT00Gh6qVX99V73eQaPhdRsJvrZL3nYV6JOufmuUSCSRSsnndjGUSv688fPO8/nLrl1AocCQbrYwtrSEmYUnUTr1GJKVp4DmMrxGA835eSw//TQWFhdRaTZ7fU38HJEagk8vZOhPLxyHP7Uw17Uml81iYmYGpa1bkdm8GWx8HEgm0SpNobZjP6qpHajOj6ORyKCTTmFlxZ9aeOxJ4OmTwOxs/5wuPr9ePrdLnGIorr/iUwj5h49Qied2UWu75MORZXJnM8JlO/KlIjqq68p74HBNR2iGJTqu6YM6uTFiPFNh+57oRgFtRghtpxHKdZHtdEQxvS1ZU00BFcmU7ciXbkRM1E0kc2I470zlDrw8UsbDuXxO5Pg6MfEaT99s+gSs3e4TsWyWkzwGjzEsVf2OwUQji+zCBAqZnSjsugi5dB7J5UUkWi1kKhWMnTmDxqlTSElrtZfht+n8aJggbTofDSt3ZfDt6bONBsYXFuA98QTSjQYyTz4Jlk4jlRlDaXwXtk63kN6cx+axElqpDJaXPfhLmxhaLQbG+rs8t1r+mWCNRgvNZgeeJ+w01dOa3yz/wGW/07rfOe0/Cwyrqwmk0wkwlujuduzfTO2ZxvHIV4wNisBPyd13341PfOIT+M///E80Gg0cOHAA//2//3f84R/+IdJ8bt4QuOeee/CKV7wCAHDNNdfgm9/85tAyh8XiYn8XpFbLQ63WRqPhr+3yDxvkI1vU2i5OvJLojxn5O7QUCimMjycxNsZQKPgnvY+N+Wu7LrrIX9+1d6+/fimx3EL68TIyp48j+/hPkDr6CFBegNfpoFGrYXllBXPLy5hvNHrzvPkRzvx3UIhru2bgL95NMoZ0Nov8zAyK552H9HnngW3eDKTTaCWLWMlswWxqO+bnS1heSqLF/AMq5+aAkyf9TTUWF/tz78UF1GLPrki++NkfyeTg2i55V0NxbRcnWXx0SyRxYg+p7QhXEJKhAyXTxfmhIKeherhN6VUOlayfazhFQnV6yPF0veHid91IgXhdTifL1Omo0oW6bgqn7pkqH1E3nUOrsiUqm1U22NwbMb5KVlCbTc+zygaVXbr4rkTEdN8pO+R7KV+zAVVWqusmmMopSB2mSqcrM5HEidPHPW9wl1l5LZh4fAi1CyJPL54Lxrec5+CkjJMw3qZkMqyfZ8efLZPNAikvibFmCTOZHZjZ4yG1bQbJdhWs0UD69GmUDh8Gmk0Ulpb8tWCe19u5sIX+Toiu4GNOq93v/FBmBqBQr6M1N4dMvY7iqVPIZ7P+tvQT0xg/v4zsRB4z27agtXcLOgVgaYlhcrJPctNpvjM0Q7XKsLSUQKWSQqfjodVKdnPkGohrwVj30+z+7cD3lYB2O4FGI4WVlRTabYZ0uv+CaMlXjBgbFIHI17vf/W7ceuutSKVSuPrqq1EqlfCtb30L733ve/G1r30N995775pzAFywsLCA3//93wdjDBtpM8aVlcGFuM1mp7uxRhP94XQ+MUDuj2LwizuN/qQ9hmQygXw+iampFDZvTmJigiGd9jBW9LB3WxN7purYnW9gZ7KFIusAXhle9Ri804fROfoLdH72M7Tn59HwvN4I1zyAUxjc+LUjfIKAa1+Af17XNnQPTWYMLJNBamoKqV27kLroIv/Q5EwW7WYG1WoJ80sTOLFYwEItgWZ3cXK5DMzP+41Q9wxIPx82SJKAfmPIpxFSG2vwreN5uLi2SxzhUm1Nz6/xjzhKxRvyUa7t0hGxoOlddaVIFCVDFS7KMfXAq2TKEMNlsiXLcSGzurgmx1clWy4XVbirzTxMRViodHL8qG0Ww21Jb5Q223Y6iPeGSmNrsxjflWTLkMuBKhdVXLF8bQkhdY9N768cFnazzetg/lcse3Hki4eJ95Hrw+PKz6T4fHMZ/U7WvkzG/LaDk696fVAnai0Yz4eTOD7Strzc7UhMJjGdK4KVtqKwPYdSYSuQaoLVa0gfO4ZSvY7c6dNoZTK91VGLQO+oGGF3fGfwka9GVxanPqVWC6xSQaFS6e1e7DEGNrMJyQRQ2jaFsdVNYF4eYGNYTiXQzqexNJXByvYMmJfGyirrtvP+WjD/XLA0Wi3ukfAjd/jZYPyB4Wvj+2eDeZ5/HlizycBYAp2Oh0SC9Z49+ZDuGDHOBjiTry9/+cu49dZbUSqV8J3vfAeXXnopAP/At6uvvhr3338/br75ZqfzCGTceOONOHXqFP7gD/4Af//3fx9YTtgolyG88P4Wq51Ou7urIa8sONXhPTnU2i6+aop1z+1i2LwZ2LuXYcuWLqFINrE1X8am1VkUHp9F8mQFSDbQWVlB44knUHvyOGqLi2g0m2h7Xq9SnoNPwKrwe7VcwQRN+YeP042lUtiSyWAmm8VUNovxZBKJZBLYvh04/3x/bdcll/hDdpks2ssMtacTqDyRxNyZBM7MJtBo9qdlcOIlTjEUCRDvUeSESdzal8fhhynL0w7FtV2qjTV4XB35AtYSF/Fv1KTMVpbryEUQ3XTkSpfGpSxUTptMWHQki0ony1elocpN54SbHHQ5X1WeOl0oh1qnPwWdEx2VzeI1akRFR56itlkXXyU7qM3y+2hLgmwR5D13yUcuA1f9VWTMRhZFsuTOABUpU5EvHldevyXKkcmXmC8nX8DgLA05TIzneX5bV6n0v6dSQDaTgLe5gLHNOdR3zqC9rQMUPaBeQ3J8HMlGAxl+lk0uh3a7jUSrhUajgXqtBtZoYKy7Fkw8zKYJ3yPRwUN/7Kl3T7qfMnxPJQnfj0h5HpLNBrKLC8gdP4bcWAmZpSWwfB7JdgbF2gQ21Tdhz+Qm5HITWG2nUasxnDqVhOclsLKSwdKSSLDEPRwhaMEEzfprwfyNOBharSRqNU/Z2bEG8bTDGBsUzk/Jhz/8YQDATTfd1CNegH/69u23346rrroKt912G26++WZMTEw4K3Tw4EH84z/+I97znvfg2c9+9oYiX7WaWFXx7+KhyTL68xH8tV1JpNMJpNNJJJMJJBL+9MJdu/y1XQcO+Icm53JAptXCZLWMTZXjKJw5guTqSaC1Cq9WQ+PMGSw9+SQWKxWsNJvg424r8CvNVcBqEa4KfIRr4FwQxlDI5TA5PY3C5s1IzcyAlUpAMoXW5Azquw+glt+N2uoMmmdK6KTSWF4GTp4GTpwGTp3xpxryTTT4mV1i7yAnQHxqIV+nJU4v5BtryOd5ybsd8qmFfH2XvD09Rb7E3Qw55Gs2pEyGKn4Q2KYdJg/bUYIgMMl1JXiu8oLkryN6to5vEBlBya4OJvuosKA2i7+jKgvTtWGuB33XXDoITKTcRgeqQyHoO2z7fMh5m+TZEDYdcdORLHHUS5QjppHJFwcnVWK9z9sckZQB/ensnFSJa4/T6T4JE88XE88t452OnY7PpXrTG5FAJpdAKp9CnXWXF7RSSNc2IVfYg/zeJWQTGSQr82CtFlLLyyjOzWH69Gkk5ucxvrqKjuehDn8Ei5/bGWR9N6c9q/A7c4H+CFum2URxcRGTx44h0ekgdfIkktkskqkCioUd2Dp+HpIzGcwUimik0lhd5VvTs+6yAoalJf9vu91Gs5nofpLEvR+khJ7nod1OoN1OoU/KqLgxYpwdcCJfTz31FA4dOgQAeP3rX7/m+pVXXondu3fj+PHjuOeee/C6173OSZnZ2Vn8wR/8AS688EL8+Z//Oe68806n9CI6nQ7+z//5P/jsZz+Ln/70p1hZWcHU1BS2b9+OF73oRfjjP/5j7Nu3z1FqDf5YENDvZ+J9TGLPDR8rktd2pTE2lsLYWKI7SsMwMdFf23XxxT4Ry+c9JJebyBwrIz93HLljP0Py+GGguoxOq4X6ygqWymXMlctYbDZRR39fodXu32GmF6bhk65p+Ou7ivDJVyabRWFmBsX9+5HesweYmQFSabTSY1gubsc8NmNxNo/qUgJtxlCt+ptpnOxuqrG42N8ZStwpSm4sReLEeyFzucG1XSL5Etd28caWEyw+xVBsuGUS1bNd6PXUkaywEJY8uVd9VAQvRowY0cGF/LlMY5TjBRmJsyVdQdLagCJlIiGTR6LEdGI7I5IjMQ6fHiiOiHGyxNsveS0YH+3io2P8TDFxGiLvcOxvDMXgeX2yt7LidyQmvQSKtQImE1swva2G5HgRyeYSWLOJ9Nwcio8/Dq/VQm5lBY3VVXTgE64MfE+kjmCHMgP96YgV+N6Nv/8ykGs2MVUuI3nsGPLlMvKFApBKIVUax9juA0hdlMHk1hk0dm1GuwhUqwxTU33b0ml/5K/T8bC6msDSUgpLSxl4HkOzyW+AfCQPn0GErhaJbpg44VLcRF+CuH5hVEgmzXFinPNweiofeughAMD09DT2799Pxrnssstw/PhxPPTQQ87k6+1vfztmZ2fxT//0T8gNeSr5W97yFtxxxx3I5XK48sorsXnzZszPz+PIkSO47bbbcM011wQgX3X4LzqfWijOTeZg8CuIdPfjv4jJZKJ7blcSmzYxjI8zpFIeJsY97N/dwXk7Wjhvaxu7NreRz3lAYgHA08DcYeCRHwM/+xlQLqPjeWh4HpY9D/Oeh1nP6y2a5avN+IqzIGDwHwpOvrbBHwFLMIZkNovUzAzS+/Yh9exng+3YAS+VRquVw0ptHHOrUzi1UEC5ydDq+KNbi4v+iBefYigvjuUkiTeI/HwuvrZL3lhDHOHiPY6cqIkkSzyziyJf1NouauRLWU7EiFhQ2BKmMHrobXqZZbniNB9V3kFIn27qmSxfTmM7Vc51VEAn3za+bmpj2DbrdHIND8tm2/yjuA/DhMv2ULpGZbMtCTI9JzrIelPXTTLE6Xy6MFl/G/1EPSjb5B0NbeTII1+irqI8ar0YJ1X8OidJ8nRCxvojX53O4FqwZHJtm8enJQL+aBifVg/4I2PZLJBKJDCZLqCT34Lc9gyK2S3IpupgzQbSTz2Fkuchu7CA8dOn0WEMHc8/zxPwlxwsAYEOZQb6HbntrqxEV1ah2YS3uIhCuYwGY+h0CzIxNYVcfRW5LWMA2wpMTAOTQHUVSNWTqJeTWF1OAV4CS8sMzSZDpZJAOp1CqwXU60mBfLXRn0XkSR/e4d2fjugjKM2MEWP94ES+jh49CgDYs2ePMs7u3bsH4trizjvvxBe/+EW8613vwhVXXOGUVsaxY8dwxx13YNeuXTh06BC2bds2cP3nP/85isViAMn8sEBgcAsLsYrjxCvX/fh7CKVSDMUisGkTw+7d/qBRJgOU0k3sKFQwubSA3GMLSDy9DCRb8CoVNI8cQf3YMTTm59Gq1dDpjnLNAzjT/bsAbb+PEnx8jm//kUJ/nG4ikcDmVAqbUinMpFIYTyTAUin/3K5du/z5kc95DrBnD5DKoLWUwOqpFBaPp3CqnMLcYgLN7sGTy8t+bxc/u0uecy9O/VOt7ZK3lKfIF99cQ5QlnwumI18ATSAokqWK70JEghItV8hyguQr2xckX5c4NuWm0zNImI182/hB7nsUOrmGh2Wzbf4bwWZVmErXsG3WkU8beabwYePapLXpTKB+uxBOkUjxDjJxKqFInngeqhExinyJ4ZwwcdlivS/O3AAG14Jx8gX0Z3bw9FwWD+fpRdn8XDB/qnwCjak8cmNpTG2bRHtrGyh1gEYdyYkJJGs1ZGdne3P5O+020p0O2q0WGq0W2q0Wcp1Or4u4KXxM0xG5VyMvpKjDPwcs63lIwfeEMoB/RtncHDJPPIHMxATS1SpYqYREO438cglTK1PYWZwG2z2GajONeh2YnU3C85LdtWBAn2DxtWCcbPWeCuG3OBoGBNvvMUaM9YUT+Vry3xItcSmVSgCASv+kPSNOnjyJd7zjHTj//PN7a8qGwalTpwAAl1566RriBQAXX3yxNn29Xke93u9N6dsiki8OTmP83Qv9tV0pZDKp3touxvzphf7aLobzzgO2bgWyWQ+5dhNT9Qo2155EoXwcycYZoFNHu1pF7emnsXTiBJaWl1FttXqV6BL8KQFhTS8swV/jlYE/wlXM5zE5NYXC9DRSk5P+cFMqjfamLWjsvwj1qf1oJreh1ZhBp5VCZRU4uQycKjOcWfDbA97A1Gr93QzFBphP++CbYdhMLxTXdnEyJG4/L45wqciXTKR65UEQLBcypS1ropfYFq7xY8SIEWMjQTdibopngo5kUaQM6JM3nlaeXsnrenHEi1/nUxX5VvNcHl8LRm1NL26+IR6pwuU2m34bCfijZn4nJIPnpZAtppCfyoKNAcspgLWaSCXryEzvR/a8JaRZCsk9e/y1YNUq8ouLmJybg7e4iLHu1vQN+CNYy+ivBQsC8Vyw3kYcAFKtFgpLSxg7cQJjmQySi4tI5vNIJnIoZDZjc24PvOkUJrblUU/6G3GcPNkvM8/zt6v3PH8r+mYziWbT3xmx05GpIrVns4Z8xRtuxNig2BBPyVvf+lYsLCzgS1/6EgqFwtDyLrroIoyNjeGee+7BX/7lX+L1r3+9cpokhY985CP40Ic+RFwRX3yG/hxkPjDfP7erVEqgVGLIZhmSSYbJSQ/79gHPusDDBc/yN9bIZoDUShP5EwsoHj2G/OM/ReLUMaBeRafRQL1SwdLcHGYrFVRarV6v1Sr8SnQY8gUMnts1ie6hyYkEcvk8Sps3I79/P1K7doFNTcFLptDMTWJpfCcWvc2onM6jtpRAGwzLy/6hyXxtV7nc7/VrtfqbbIi9kuJuhDbTC8VdDUXyxUfL+LRDHcHieYsjb2GSLBsEIV4UAVON0gUha7ZT+Kh8hykr16lizwScizarENushur9kgmGPDqky5eSR8Xh8cT3XJWvmFZXVwUhVsNAR8p4WyTrJZ4LJpIv8TrvROTki6eXz/+SyVqne8QKH3ET20O+AVWn43dW8k5Fz+Prnv2zMYtFINFJIL9awDjbisntF2CsWECy7je4qYUFFI4fx1QigXSthnqtho7n9TbP4NMJ+eburuigvxZM3Oo+02phvFwGjh9HtlpF7sknkUynkcwVUdy2D5v3MRS2T2Dr9mm0i3nUal5vLRhfF1cus679DMvLSSwvp1Cteuh0+DoAD/2lHnyUTNQsRoyzC07ka2xsDACwsrKijLO8vAwAGPePPDfis5/9LL72ta/h7W9/O1784he7qKPE2NgY7rjjDrz5zW/Gn/7pn+JP//RPsX37drzwhS/ES1/6Urz+9a/vjdBReN/73oc/+qM/6v2uVCq96ZR98BGvVPfjE7BUiqFQSGFmJoWZmQRKJSCV8iub8/d3cOEFHi5+Vge7dnrIZTx4sytAZRZYPgoc/gnw8MPA8rK/tqvVwlKziflmE/Ptdo9stdAfgxt25KsE/8Dkzd3vCcaQzOWQmZlBZu9epC680J9umEyh2SlguTWF2dYMzszlsNRhaHd3bpqf72+qsbw8OCdebIiAwS3iC4X+uV2qXQ0Z6x+aTJ3bJa7tksmVvKNhGCNfw4yAucgJkp88yiaHU+tabImXDmE60kHkhJG/ToYLQQ2CKMvb1S7dtTCfjfWyOcq0JhlB7kOQPGV5JsJP1RUuesl1la7uMhE5k2yTnKAjX3xKPCdIIvmSdZQPa06n+6SMz8DgHYPi7ojA4Pb2HHymCLeRt2U8Ta3W3YiDMYwncmimZpDeBOS3TcBLrIK1mkifPIkiY0iXyyidOYM2Y+jAnymTgE+c+HleQdBB/0ywOvpeT7bVQrtSQW51FeOnTqHTVT4xPo7CRUsobCkC49uBfdvApnNYrQGTRQbWSaDV8Hd9Xlz00G77I2Bzc6nu2rkEmk1OtLjnAzjt4xiPfMXYoHB6SvgGFcePH1fG4ddsN7M4ePAgAODQoUNryNfJkycBAD/84Q971+68805yKqGMV7/61fi1X/s1fPWrX8W//du/4d///d9x8OBBHDx4EB/4wAfwjW98A8997nPJtNlsFtls1pADX9uV7X7SXZLgbx+/eTPDrl3A1JRfAY9nG9iRX8ZkpYLckQoSp6vwkm14CwtoPfIIWo89htaTT6J9+jS8ahWr8M/smoW/vmsO/WWlYrVjqoI4ReTbf/AKMwVggjFsYQxbGcPWRAIlACydBkoln3Dt3w88+9nAzp3wEim0VlKonsli4VQWpxazWFhiaLX9Hr2lJX9tV63mj3TJa7vk87TEs7n4SBYnX/LaLpF8ied2AWunF4rbAtuQLx3JMsEmvklWWA6ujaNn45Dpwl3yt7EhDOKiWzviCpv7KNoVRjkFhY0cm7JZD5vlZ8PVwdchSIeC6r0YhhC52jzscyGndy3PMOsCYO1IGDXSROXFp+rJsvhfG7LGZalGvkRiJofJ5Ivrw9sT7lfz3Q7FNk0kVOLGIOKIGM+Xsf7ol6iPGMbPBWPMb1ezWSCVTKA6lkNq8yaMbymhtWk7UGwBrSaS09PI1+vInzwJPPkkkMnAa7X8dr3TQcvzzyblOyKKHbl8v2Zd0XLy1cAggct5HrxmE+lmE9xrygFgtRqSpRJSjz2G9NgYkvU6MDmJRCuJ3FIeU8sT2F4YR2dXCcub0mg0gfn5JBhLYnXVP6qmXvfgeV5XQ9EDike7YpzdcCJfz3/+8wEAc3NzOHr0KDmV74EHHgCAgTPAbMDTUVhcXMR3vvMdAECtZr+9xMTEBN7whjfgDW94AwCfGN544434yle+ghtuuKEn0x58bRe6a7sSSKX887v42q7JSf/M4b17fe6yeTOQTnkoeE3MtBcxvfwkcuUTYJ15wGuivbSE2pNPYuXkSawsL6PWbvf29CnDH+KvIfgOhgw+6SrAH9nKo7u5BmMoFQoYHx9HfnISybExsC6z6WzbifZFz0Fr94Vob9qPzuQ2tJHCYgeYZ8DsKnBq3h/t4vPYazV/p6Z6vT81Q54aKJ7BJa7tkjfWEHc71J3bBajJl9j4qhzQsBzhYeXpHBOKIKp6uE3OokuvuypfSgedHJtrLqCcVpMuVA+/qhwpJzlIPtTvoAgy4uMyqhGFzTqdbYhC2Dbbkkw5jUp2FDar7FKlE0lKEIIipjM9tyryrcpXLg8T8ZLzGSVEHcXOO2DtuWByOXCbRPLFr4nb2fORLzE9J1r8yBXxwGaRCLbb/UOZUymGZiuD3FgGY6yEYgHAOJDoNJGopZHcs4pUuYpkIoXErl1Aq4VkrYb80hImFhfRqlSQ764Fa8JfwrAMf02YzVowT/oL+L7JKnx/JQ2fIqUBJFst5JaXUXr6aRQLBeRXVpAsFpFgGeQS05hO7URjbBcKk1mssjQaTYbTp/2ybDYZWi0+ouih3e6g1fLPBGu3E+h0xO3c463dY5x9cCJfu3btwuWXX45Dhw7h85//PP7kT/5k4Pr999+P48ePI5vN4uUvf7mVzC9/+cvKa5/5zGfw5je/Gddccw2++c1vuqhKYvfu3fjQhz6Er3zlK/jRj34UQALfwRBIpfxzu0qlJAoF1iMKU1M+6XrWs/xNAbdtA9IpILPSQOHkAsaOP478Uw8jMf8U0KyjU6uhvrCAyunTmF9exnK73dsunm8ZW4f1IPsacPJVgr91/Dj8cbpkIoFcoYCxrVuR27MHye3bgfFxeMkUGsUZLE3vRaW5Ccsncqgv+tMXKhXg1CngxAl/imGl0m8w+MGSurVd1Lld4gYa4nTEXG6QfMlru1TkSyQNnPyJhIz/VTkTvXIboieYIi66uC6ydT3mQR0X23SmvHTXw3KqKCfXRRfTd53eG8lmXVyTXrq4NmltbDbpbCIsUdlsI8dVdlg2i3FU+uh0DQLT/Q1Ttum3K4FUETpdOIc47VwcoZJHxKjp6XJ63s7J5ItfkzfoAPo7KvLDl2u1wdEvwP/b6O4l0Wj0Z3J4Xr8NXF0FxsaAJBLIruRQam/G+OYDKCUzyO3b62/QUakgf+IEJo8dQ7LZRK27FoxvnuHB38hrmLVgdfS3t6/CdyzT7TZKlQo6Tz2FVKOBbPdQ5kQmh8LMLmza2UJ2dwmbt06hWfRtfPrpPmFNJICFBfSmIFarKSwvd1Ctsu5GHBzyvowC4mmHMTYonJ+S97///XjVq16FW265BS972ct6I1xzc3O4/vrrAQA33HADJiYmBtIdPHgQ73vf+7Bz507cd999IaiuxkMPPYRHHnkE1157LfL5/MC1r33tawCAvXv3BpCcA5DvVrYMxWISMzNJTE/728gnkx42zQDnHwAuvsjDhRcCO7YDmXQHOF0Dq84hsfI42OGfgB0+DKxW0W63UW80sFSrYa5ex2K7jSb6Q/w1oPfbBbyeT8DfxZCv7doEfxQskUgglc8ju3kzsuefj9SBA8CmTfBYEg2vhIo3g1OtGcyezGHFY2h7/sjW3Bxw5oy/tmtlZbCh4r11vO7huxlyQsXJVyrlk65icXBtF587z9d28fhcpnxuF6CeQrimPKTeTR0pk50fVbiqp51CkFEQyp716BneaDgXy+BstNmGPIyCYIwS56LNIlTEh4INGRVhOx1RF05NOzSRON5m8M49QH8umJheXvMlyhS3oudxxJE2xvqbcfDNOsTp9oDfJufzQDLBMIYcNiU2gW3qILt5Alm2AtZpIXXmDAq5HJLVKorz82iVy+h0OlgBelvGV4HeeaGAGwkT14KJhzJnWi00lpaQbjZRnJtDO5NBOpFAolhE4cAi8tN5bJrcDu/8HcCmDuoNhplpIJUEOm2GBAPmJ/1yWllhmJ9PwvMyaDSS3bVgHBryFSPGBoUz+XrlK1+Jd77znfj4xz+OF77whbjmmmtQLBZx3333YXFxEVdccQX+4i/+Yk26crmMhx9+2GnaYFA88cQT+J3f+R3k83lceuml2L17N1qtFn7yk5/g4YcfRiaTwUc/+tEAkosAimCse0ZXyT+3a/t2YHLSrzQmi01sy61gamUZxSdXkF2qI5VowztzBp1HfobmY4+gfeQwOo8fhVer9Ybr5+Gv65rH2pPEbJaXMgxu/5HqhqXh72a4mTFsA7CFMRQB/9yuYhFs82Zg3z5/bdf27fCQRHMljZW5HObP5HFyIYNylfW2jV9a8nczXFnp99aJhEacEihOL+Qba3DyJU4vFHcvlNd2yVvHi+u4ALu1XbqRr6CwGX0ZuD8Gh0vWSfyumhYmxgsyFYrKOyznLwjZHHaanil9WNMAw0SUOq23veuRvypPanqdLlwnK0j+UaZXjZaJ9YRqNEk39VSuW+SyUtWBYlyZ+IiwrXO4vDCeJ2rkyjTyJa8F43HFdkbcoENeC2Ya+RIPZeY7Kor68HgiuePkq1brHsmSYJgs5pCYmcbYpjxa01vhFZtgnRaST51AodFE4eQpeE8+CaRS8Dodf7dCz/Nn2ngeEugvb2h3v/OOX53/4cH3WfhOzJx/Zj0PnXodmXod+XIZ6a5MFAp+5+/kBJKT40gmOmAzM0A7iWI5i6nVErblS2hsL2B8Io1WC1hcTCCRSKBWS3XXgok7UWomTIoL9UYFfnNixNAg0FN566234oorrsAnPvEJfO9730Oz2cT555+Pm266CX/4h3+ITCYTtp5OeOELX4hbbrkF3/3ud/Hzn/8cDz30EFKpFHb1hsaUAAEAAElEQVTt2oV3vOMduPHGG3HhhRc6y52aSoCxBBIJn2zt2OHzlj17/EOTU0kPJdSxmS1gqnICuaVTYCgDXhPtchm1J57A6qlTqFaraHQPQKzBPyh5Af6wfRXB+nE40Sp0P3l0yVgigfF8HhNjY8iNjyNVKiHRZTjert1oP+e/oHPBs9HZeyG8LVvQ9pKozgOVFWC+CZxZ9If++RSI1VWfeFFru+Tpf+n02hEucWMNcW2XfG6XOL1QJF+ifGAt4QoyuhQEQRykoGltRr9UcYZ1BFUyVISQcm516XWkUZSnI5O261Zsr1F22MhR6U5dD8tmHt80CutafqO02bbTYFibZQde1Fmnj2xXlDZTNlD2iulMNuugqidUpMoUxxWueg4Dm3yoPDkpAtRrwVS7I3LyJR/WnEr1SZU4IgYMbmfPN68SP/W6v6Ow5/nky19PzdCYziA3nsFUfhwTm4DsNJDw2mDpEhKrTSRWVpFgDGzLVrBmA6lGA/nlZUxUKmguLSHbXQvWgu+XrMD3R0zTEb3uR56d04Lvk+S6f5vwlzwk2m1kV1aQP3kShUceQa5eR3J8HAwp5DCJaW8bdpV2IFtMYQVpNFsMs7O+X9Bu+x3BfHdJv6wTWFiwv68xYmwEMM9zqY7OTVQqFUxMTOCii8pIJseRSPhka/9+4MILgfPP726skewgs7KA0uxRTJx8GOOnDyNfOQXWaqBRraJy5gwWn34aiydPorq4iHb37K4l+KNfZQQ/BDEJf2rhJPyRrnF0h/9TKRSmpjC+Ywcmdu5EacsWZEoleMk06hObsbLlPCxtvwDVzXvRKE6h3UmgXPbnXj/5pH92V6XS74FrNPrTIHgPnbhWSzzsmJpeKI988TSmc7v46FaQtV0iKdPFV4GSoQt3hYo4huFwuOaty5PqDZe/637r0tjEtc1HTiPbFcaIhuwUy3nodFLFsbH5bICNzsPcZzEcWOtUm8rbVneK7InyVelMsl2eCSpc1kfUSfWccuJpau1dy8ykp5y/rQzqPsg2BLGNf8QRLvmaLJ8aEePkiG+WIZIvTpqazT6R4ud8ra76n3p9cORrZaU/m0Q8I7Ne77e3fPSMd15mMoPHtExM+GvMd+3yN/0aHweSaCOzPI/CmScw9vQjKJ4+iszSLFirifryMpZPnUL5qadQOXECq4uL6HSPtKnA7xBeRHCfJAV/rtBE91NCd8fldBqFyUlMbt+Oye3bMbZpEzL5PDqpLFYntqGy9QDK2y7E8qZ9aOQn0Wz5G3E89hjwyCPA0aP9tWAA0G5X8ItfTKBcLveOOOI+W/mOOzAewtmxLqhUq5h485sH9IkRQ0a8MtABe/bwXiYPmzYBB873cPGFwAUXeNi2FUglOmCnq0hWZ5EsH0Hykf8EO/4EUK+j3WqhXq2isrKCuWoVle7GGvzU+FW4LXiV27sk/F6lcfhndk3DH/1KJBJIFQrIbdmC3IEDSO7fD0xNwWMp1BPjKCc240xjGvNPZ1FlQLvj96rNzfUPTF5ZGWyweC+eeBaJSKZ0a7uojTWo6YUyyaK2rAf0xMh12qGJiATppgjqPJtIhUm+7CiGQRRVPd0m0kjlqcpfF9c2H10aXd462ORlSheGzfI16hmlHFEVwQ8an3/X2aPDMPeZCo/iPrt0hgxrs608V5tNdZkNcdF1ashxqOfIdlTLtm6T07nYxuPaTDukCK6oE29j+AYRPC9xCiHfiEMc+eLT6zn5Sqf771oq1SdfzWa/7eL58g/vCG21+m2c5/XbzFrNXxaRYAxFL4fpzjS8mf1ITxaR9pb8tWDz88gfOQLWaCC/uIhmpQKv3UYVfsct3/RrFWtHtWyaQnEtWKcrKwl/I47x5WUkT5xAvlxGMZ8HUikkcnnk9+5DJp/E1IEZtPduhbe5hEYrgZMzQDrJ0GkzMOb7J52OfyOaTeAXv7BQKEaMDYSYfDlg//7uKA0Dpsea2DFWw2ZvBVOVGsbQQJK1gZMn0Tn2MLzHfo72z3+K1uOPA/V6bxi/DH9t1yL8YXgPPgFrItjarmQ3LAN/xGuGMWxOJLAZQJ4xsEwGbHwcie3bwS64AInnPAfYsgWel0BzJYOVxQLm5os4OZ/BUo31trWtVAbXdomVv7j4mDcY+Xx/90JxbZe8qyEnWHwjDpvphTL54lOqxWtRrO2iHAlXyM5SEAIUxCG0la1zcEzOj6uzRKUH7NK4xnXRW3fNNErhOkKlsoMiO6Jc21EhlSOq0luWqcuHy5G3OKfsdh2VMOnrEt9URkHT2Nxn2Wl3fSZc5A9rMwUToTMRZBtCqHo2bEgphaAdXDL4s60jZeKhzPz9kUfFqHdYHjVLJPrki8sE/LaNj5bxTTa4HB4ujt7x3YXFddaJhJ+Wb8Qxns8CEzMobsphfHILUPBXaCVPnUIumUR2cRGdkyfhzc/D8zxUPQ9Jz0PT89DwPDAM+ip8N2aTv+IJ6Rro+yrpTget1VVkV1dRmp31NwADwHI5sOoKEoUcUjNjYGNpoF1Gq5NAvZLBZuSxc6KA1o48xsdTvTLjO0LGiHE2ISZfDrjgAr9CS8DDWKKOrck5TCycRKZyBiyxDHgttOfnUT98GKunT6NeraLZXdslHpo8D5+EtXSZKZDA4NquLLq9SYkExnM5TBaLKJVKyBUKyKZSQC4P7NsH76Jno/Osi9E6cBGweTNa7QRqc8BSE1g4zXBmAShX+j1q1apPvMTpheK6LpEwpdP9USxOvjgpow5TptZ28YZMt7ZLRbB0oBxaW4TRoNvAxvkdBja9x6prOsdQ1tnV6RTjczmUXJ08m3IyERSVTjZkyPUeqZxT1XOq+mtji6izyik05WvKx8WZtyFgrvfZ9jmj5Ng8Xy75iPF0hFS+7lI/yfJtysXUgcDj2xJknZz1QFA9VJ0bNvGBwbZIVb7i+yeCb9Ih7nbI15GJuyBykgUMTmFstQbXg7XbfvyVFT9uvd6fklibTCNbSmOyNIapHUBzGkiyDtjYFNBoI7G0jGS94Q+V1evoNJsoVquYXF5Gc2UFmXodrU6nN0tHHA0zkS9O1ESku39553ET/iwd1ukgXa0id+oUco89hmy7jeTUFBhLIdsZx1R7M3bmtyK1exOWO0l43fk/q6saJeKt5mNsUMRPiQMuvNCfQsc8D7lqDeMLc5g68ziyc0fBVmaBdhOt5WWsnjqF8unTqFSrWO2SLz6Pmm/H6tDODYDBJ1xj8Nd39eZRJ5MolEoY374d2R07kNy8Gcjn4aWzqE9tRXVyP1bqM1g9kUOrnESrzbCw4J/ZdeJp4PQZfydDXrE3Gv155r282eCoFSdN1MYanHxRa7v4Nb62S94dSiZ3/EMRMPnDIU7xsFnbZbomyg+THOmcQZWzRqVV6apLb6NTEELFZci/bZxeOb1tfi55UNCVvSlf2zyo54jnLcej8teRYVN8MY7K2bS1W5ZjiitOnRLhMiqmIzMu5FtFdGzfZ+p90KWlRsJEMmyTVpeHTVoVuRbvDU8jfpfvDXWfgo7UuUCu1+UyNT1Hcv6yHuIIF/8rkyzG1o5SyTseUjrI5Ets5ziREmdypNN98sVHvrguzab/na/94sSLg+9IzEfN/JkirP89ydBsAXPzQDIBpJdyyDdmUJw6D4ULPWS2bgNrNZCsVpE7fRoTJ04AJ0+i2Gyi3en01qcn0Z+t43oEDjA4HXEO/e3pk50O8isrGD91CkinkapUkCwWwZJpZEtbMDmzH9icxvjUGGqFQs+H4oQzRoyzCTH5csBFF7QwNtYCa7eRPFNFauk0MrOPIf3wT8CefgpoNtBuNLC6soJypYLZahVL3R4jfgo8383Qlnwx6XsS/u5B4/DP7JpCdwehRAKZYhG5bduQu+ACJPbuBcbH0UmkUU9OYDG1DbOrk1h8KoNawl/bVan4Z3adOgXMz/fXdslTGngjxImXuFaLNxiFQp98cZJFre3iDZWKZFHndlEESyZl/C+/JsZZU6YEQXF1DFzJmo0cV4feVmfK2bBx2vhv8S/lfOoIAOUgy86/yTGm8jeRtDBslq9RjpXqOaKcbipcTKcjUCp7KNKoI7RUXFW+lM028sVnxuT4Us+Q6h7LTrYuDZWHSn9KLzm+akRDvv8mMiqmpdKYniW5TFR6D2OzSX8XGSYCKMJEpmzqUzGu7XMkptFNOxS3nRfvvayPvP5KJNsy+eIEmOctrgWr1wfjc/LFSZm4DT3Xk4+G8bR863qeR73ePZQ5wZDvZDHVmsamyb1IFnNIt3eBeS0kFxeRf+IJoN1GplJBs1zu7cycRX9L+RrWjn7Z+DUe+uTL68pKwSdfYysr8J5+2t8N8ckngXQaiUwWuR27kbjYQ2nXJJo7N6OzaQxet8FfWtLMIYpHvmJsUMRPiQO2NE9gvLkEr9UCVk7AmzsC7/gj8B7+GdpPPAGv2UTD81DtdFD2PMx1//KzM/i5GTbki8EnWnx9V6IblgUwwRhmGMPWRAIzjCEHALkcEhMTSGzfjuSBA0hcdBEwPQ2vk0RjNYelShFnFsdwaj6Nle6IVrXqH5bM13bV64ONBCdIvHGRpxeK5EueXsjTy2u7eIOgI1/yWV7itSjWdtmSIwrD9Ojq5Nn0esugysHVYRomvUs5uDhScjwdSXMJU12zyUvnrOtAkRM5ncphVOWlIggqB980miHroCILKt1VcnRyxXpHZzOlj/wsDfM+28jU5WP7brgSCZUOpnxt8+DxqHI1PdMiwq4PXaAiyWHI5YRKNfIlkjn5XDCRfMm6yh95LZjYCco39hBJHWM+4QL0Hae8na3X/Q7SRAIYy6bRKk0iO5lEaXwKXr4GsA4Ss7PIpVJIl8sonTqFzsIC4HlYBZD2PLQ6HTQ8Dx3P620S1kZ/PZjNdMQm/I7oFvy18AkAqU4HzdVVZOp1lBYWUGQMacbAsllgeQnZYha5HVNgO0rAeBOsO2SYby4NfY9jxBg1YvLlggcf9GuudhvtM2dQf/RR1E+cQKNcRqtWQ6fVQhXAGQyu7eIz9zz0KyVTe5aAPxTPz+zK8rBEApO5HKYKBYwViyjkcsgmk0ChAG//efAuuBDeBf7aLm96Bs0Ww+ocw1IrgfnZBM4sJLC07FfOfIvbarW/LS6w9swu+dwucWMNkXzJ4ZxgmdZ2UdMLRSIhXpMJhincBbIcHQnSOZUqmOLoRoGoxpuyOUyYetep+HJcVxkmeaOGjuBTuon2UkRETq+yUR5VURErW6fbJIcCNTJGlQFls5ifzqHXOcyqUTaKmJoIG2XXMAjy/geVT93rMN5NCipSaBo1coH8XLmWm/zsiIRIjueqq+7Zk8OpOpiHi+eCySNcIpmT85HXgnHd5Y04xA5IPm2Rb33veYMjYnwNdyLht/N87fXqWAbpfAoTxRKmtnfQmPaQSnbAJmfBmh6SlRWkVqpgmQywuopEq4V6rYaplRW0qlWk6/Xemna+Y/Mq/CUWuq3pRbJWB3qze1IA2p6HVLuNVLuNDnz/h3U6SC0uIvv008g+8ggynQ6STz3VL4RqVZNbjBgbEzH5csGDD/o1V6eDVqWC1RMnUJmdxfLqKmpCJVSGPze6hn5PkCsS8AkXP7uriO4Oh6kUSmNjGNu6Fdlt25CYmgJyOXiZHOqbd2J1ej9Wvc2oL5bQaubQbDLMzwNPnQZOnQHOzPpbyYtru/iZI728FedtieRLnF4oru0SR8RE8sUX/4rkS94+nuctTj0EBhss03leYjgFF1Km60WV87LN2yYvlWOnc6CGJTcqRzeIrGH1MqUdxtHV2awitDYjSjJJUREvmZRQJI3SV9RDTifnqyJEKrmyDNlmlW06myl5Yr4qfYLYLDqzskzK+R7mmZTLLQyZFEydKiaSIF8L433RxeF5UPdKR+B19Zrq2aVst+1QsJUhypGfI9lerqcqnKfhI2KcYPE0vA3k7SG/JreXnFjxWW1cNt/OvtXq5ym257yjFfDJl9+eM9TrQCqdRCaXBNLAUgNIpTyklsaQwxbkN+1H/llNZKZnwJp1JGo1ZOfmMHbyJDqnTiHXaqHV6aAFfwrhInxCZbP5oCf95ajB953S8H2nHIBEp4Pc6ipKp09jPJdDslpFcny8f8O4cRTiaYcxNijip8QFP/whkErB8zy0azXUKhVUFhcxv7qKFc/rLSStoj+kbgNGfE/Br3gm4J/bNQm/Qkomk8iMjSG/YweyF1yAxM6dQKmETiKDenoKi7kdmK9OovxkGvVuhV2p+Ou6Tp/2DyesVvuNASdhwGBFz6cL5nJryRf/yOSLTzkUz+3iG2uodi+USRNFosRwFyfChZTpoHMcwpBPyaWuUWUl6ujiJJnytHGSZR3D7v1X5elKCsU0OjKtsleWQzmFqpEKFQlT/dZdo8iHztHVOeW6vIexmdJXR0RN5RHEZp0ME6hnOAiJ0b0/lJyg705Uutp2pug6bWwJpOqvmAf/K5Mc6llQgceTz85SyTdB1SbJ4SJhlzsO5bxEYibryckXH+niI1ucfDWbfjxx2iEHT8vj8LVgnPg1m/6671QSyLbTmKhPYXp8DxLnp5HaswPJThOJpSXknnwSE4whs7KC8aUldJpNNOAfyOzBH8nia8EANcmi4GFwGmIDvs+T8DyUqlV0Tp9GptFA/vTp/toGblyMGGcZYvLlgNaPf4wWY/7uhZ0OVtptLLZamG21sOR5vaH0JvxKqAVzpcPQX9vFPwz+qNck89d2bWEM04whyxhYLofE5CSSu3YhceGFSB44AExMoNNJol7Lo7I8jlNLYzgzn8Zqy6+EV1Z80iWu7erlz9aencVJV6EwuFFGJjO4qyEnWXxjDf6RpxdSG2jYrO0yNcphwSTf1YkxOVLydV06HcFzddhcyBQVT5ShssEFtmnCtplymlwJne6ZCSrXBjbPqMoZBszPqI6w2dpsEy7L1MV3tVnW08XJtiUcPFz1HgQlXiYSb3oXwiBwYp4mImUqUxVR1j2TLu+4qJ/pfg7TiaPLX97NU5w6KJYJJ0ViXB5fbIN5x6gYL5VaeygzMLgRR7M52I7zcFGmOCLmef1p/82m7yMkk0AxnUG9MInURALFHZMo5FaBRBuJhQVkCwWkVlZQmJ2Ft7AAr91GzfOQ9jy0PQ91z0PL88BdjLb00flDHvprwdrdv3wtWH11FclmE4XFRRSSSaQTiV5HdUvHlvn0m1GC34QYMTSIyZcD5iuV3mYZfJtU/llCv3Lx4Pf8mBaeAoNru3Lor+3KJhKYymYxlc9jPJ/HWCaDdDIJlMbg7d0Pb9/56Oy7AM39FwATk6g3GVbmk1hspDC7msLJM0ksV/0Kt1bzpxouLfnf+QJdeW0XJzycZFFru3g43zqeEyxqYw1+TberoTztUCZpVDj/zUHFF8Nl6GSZYNN4qxp8k2OmcrJsdFHB5MgEJZwqpy+I48RhkzYoEbMlJzb6uMZ3jRMkvSuRHaXNuvgq4mGTRxDyrgqzHe2Q07uQHxuCoPsuph32ObJBGM+pjgjL12zqA919s5HH/1JEkcpLdb9M4bxNE/OU2zIxXGwXuW7iMQDiiJjo21O7IIrpOelqtfyPuBaMywX8tNmsL69UTIFtKaG0KYuJzdMoTLfhpTxgcgGs6SG1UEF6sQLW6QArK0i322jV66itrqK5uopUo4F6dxlGA25rwfgyjQZ8PwjongXW6SDZaCDTaCCBwbVi8XYbMc5GxOTLAU/Df9E9+L0yC/DP7qpicKjdBXzr+DH4UwwL8G9KOp1GaWICpa1bkdmyBWxqCshk0MkV0Ny6G7WtB1DL7UCjMYN2dQyNBsPsEnCqDJxeAGaFreObTZ90NRprK14+ZVBck5XJDG4dL+9qyM/tEtd28fVh8toueYSLNzrylEMOkZhRjSnVoA9DpkToHE+K2PE0qjwpeTpnARhscMW8bfTU9RzbOLmmeEEcXUonmWjydK73zeSYUfeMKv8wYBoJNJFq2/i6ezMsSXGFzejnsOQMCM9m1bMskxpq9EaW42JrkPLXkRT5u6yj7jlSjUTJaW3s071Lcv0ohtuOdKnsldf3UWQqjI4ZFVkzhYujXnI+crvHSRL/2K4FE8uCTykUR8QY6287324PEjPuA/DwlRVfhp+eoVZjSKUTyI2lkRoDGlkgnfaQbCWQye1CbvsScvUOMjMzYPVVJOp1ZBYWMHbqFNqnTiG7uIhWo9GbQliG7xs1oSdfAAY24+jZCN8nKsOfhthG91Dm7vVlncB4zVeMDYr4KXHAKfR7WerwX3q+tsum45QR31PwK5IJ+Gu7JrphyVQKufFxf23XgQNIbN8OFAroJLJYzc1gIb8TC5VxLDXSaHR7vxYX/bVdZ874UwhWV9f2fIk9bZw0ZbP+h49Y8ZEvcW0XY/TaLt6g8I01xLVdIvnSbaLBf4t/w8QwPeS6eK7ES+VoUOTOlD/lVIl/qTBKX1XvL5VG5+BR1+VeX5mAyfnZOohy/iryrRrN4PIoJ1CWqZJBgYqrcuR15SXHp8pC5zSr5NnIiNJm2zRR2Sz+1pFbk3NPPcdUHiobVYRE1kf1/qieW91zTdULpnttQ5xkqEihqIPuWRe/6wiyCa6EX07j8g5QeVP1ua6u4x/V1vTyWjCuHydf4mHN4i6Hnje4Foyf+cXTt1r92TC8febTF/kmHwsL3fa9ncZ4bRxThV2Y2seQ2r4ZyXYdiWoV2aeewngyiVS1irGlpd7yi3JXf74WTNz5GcR3FVrwfa3F7veMcC3e6zDG2YiYfDngNHyiBPgVAK9QbJZ7MvTP7Eqif25XDv1zu7YwhinGkAbAslkkJyeR2rULyWc9C4n9+4GxMXTaKdTqRSxWJ/D0yhjm55OotYBW259aOD/vk7Dl5bWbAHECxb9zIiWu7eIHPfKRL757obi2Sx4p4+SLV9jUxhpyj594sKTsOLsQERuYRpNUTp5OB+q6GKaS72KXitTprts2+OJ1FSGk8qXk6YiSziEV8zY5xzLZkuWo9FXlaYqnc75ciJNNelN+OkKtSq/Tbz1s1smzccSpeFHZrCP64m9dHaB6T1VkSfytq5+ovyrdKH10dZxM0qh77EJwTVDZI+tlqgcpUHar5OnqxaDgbZuoj3hPqKl/qmeefxdH0/jfZLI/lZBvgMXDRfIlHuos28Y7Zrne4llifC1YKgXkkilsyo0jUfSQ31REIbuCZLINVqkgWywiubqK/Ows2vPz/pmnADLe4Fow7nC6rgVrwZ+66KF/KDPHqiZtjBgbFTH5csA8fLLkdT9t+MPppsoD8AlXFj55y6O7iw+AXCKB6WwW09ksJnM5TKTTSCUSwOQkvD174e07H975F6J1/gF4Y/70wupcCuWn05ibT+H0XArVml8Br676pGtlxa94+dazjPXXXomkR17bJW+sQW0dz6cWUlvHU5triORLNfIlN4wUAdOFi39F6OKroMtbjkelVcl0hasskz42zoeLPrrfJsIUVBf53pjiyqAcWyqNDWmi9FY5fJST6/JMuManMGqbVaAcf1NHRlCYZOry0JF/2TGmiJbufaTIGEWGVHbYXHd9P23l2KSzIS6u7y4VR9cRRZWn6rvufqpky/Hl51mWJeorx5U31+B/eYcnj8/jyWunxemIoi7ptP9dnHLI0/N47Xb/w+Uz5vsQnNgtL/tpivkU2KYSitNZTGybRmOqBWQ8sHIZDEmky8vILJbBGg2wSgWNTscnYbUaWrUakkOuBfPgj6bxjmt+W2qatPG0wxgbFfFT4oAV2G8fLyMBn7iNdz95+IQsk05jbGICxc2bkdm8GWx8HEin0SmOobljH+rbDqBe2IkmNsNrF1FrMpyuAaeX/bVdp2f7W8c3Gv4UglqtPxUB6I9K8XVZnCTxtV2cgIlruzjxUq3t4htrAIPz0uXdC0XSRe1qSDnUOoKlcr6pHj0ZrsRrWOfPVo+o8okSYTjHuh74KMpE5+DK8VyvuTiCrraN4vkI22ZTOesIuEmfoHAl+hSGGQ0x5bWe9UCY77MI3Ts3bFmqys1Eplzl8+9yGyPL1+Urx5MJG4c4JZAftJxI9LeO5ySLt52cIPFwLp+x/povvpxAJmntth+n0RgkX3yNOOBf80fUGFYKDCyZQW4sg2wN6LSAbNJDgmWRLq4iu2MJ2dUm0mPjwOoKWKOBdLmM0uwsmqdPI724iEaj0dvJsII+sTKtBeMbmDWJa5pTvmLE2LCIyVcEYMT3NPpruzbBJ2ApAMl0GrmJCRR370Z6/36wrVuBXA7tVB7VwhYsZndgsTyGlUYKrZQ/lXBhATh5Epid9acY1mr9ypTvaAT0CQ5fj8XJlEy+xJEvHj+XG1zbBfRHz0QSx/MRD00WCYxq2iFFsoaBau2YzolyzdsljWq6yyjI3SgQhu66HniVozxsvqMi1KPKdz0RhLyc7eUgOt/iM6maine2IMz3WfcdcCNHphFSF5g6eUz3M4y6Rxx1EuXyjzgKRpE/YO0uiJx8yTslilvQ8zSJRH86YqvVX5ogbxLCD2Zut33/gjH/N/cP2m3/6JpMBki3UihWxzCV24GJvR2UNs8g1a4hsbqK7MmTGDtyBMl6HaWVFbQbDTThEy+GtUs3xGIP5RWKR75ibFDET0nISHQ//MwuPkRegH9Q8iYA27rfUwBYOo3kxIS/tuuii5DYt8/fWKOTRq0xhoXVSZxcGsPCXBL1jl+RLi35a7sWFvzvDelIecYGR6X4uV18NEvcWIOv7RJHuPjUQr4Rh7y2S96aXhzhUm0bT0E3yuUCVT66XldqHZgpfxfdznYncz3xTCKpMZ55UNVX1AjIuYphyIrrNFTVCLpMplTES7wexv2kSBz/rpIhtqPiNEOxU5EaZeMdn5xwcfC125x8iTaK4eJ29LKNfDoiB9+sgxO7crm/Fmw6Mw4UdiI7XUQhsxNINJFYWUGmS7zys7Nonz7dmzqYh0+uGvCJV7L7my/jsFkLFiPG2YyYfIWMBPpru3Lor+3KJxKYSacxnclgMpPBeCrlr+2angb27AHOOx+46CLg/ANAsYh2LYHaXBKVE2nMLqRxei6JWncdV7Xqk67l5f4UQ6A/7U/ccVBe2yWSrGyWXvOl2liDXxN3LwTodV1iA6Qa9aKmHXIMM/JhInNROPe69QXib6px1+Vv64ioZEU9wjesDNtyMjle4nd5epBJD1MZq5w7G91ku3RpZcfMRm8xns0oga0tQW025WfSy0YeEMxmSoZKL9NvHSjnW847CgS5L1HCJg9eD8vvCjW6qJOhimtDpoKWhYncUflyUiVOO6RIle6ZBQY7VzlxkttpPiImrvlizE8rkzI+HZHrxomXuHxBnAbZavk+SCoF5LNJdGaKKExlMLV9Cu2ZFpD1gKUlJNMZJFdWkFlY8B2XQgGtTgdeq4VGo4FGowHWbGK10+mRsVr3U0fwZR4xYmx0xOQrRDD0z+0ah392Vx5dQpbJYHxyEoWZGaRmZpAolYBUCt74JJp7zkNz+wE0S7vQSm6BhwJWPeBMAzizApxZBM7M+USLn82xuupPA+CVI6+Uk8n+VEFeUWaza3cvZGwtKeMjYuLaLnnreHlHQ56vzaYaFAGjnG8TGTM1lrZOtw6uMuQGf1hyR/XEUnnpwmxJyzCygjrnrmWkcrJ1YSp9XJ0tHWmQ8xHzp5xvWa7ut4lYmH7b5KmLF8Rm2YlWkWk5zJZMhWGz7PBSernULxTJVjn9lLM9zLPporOKlATN2wQTYRLLT1zr5DrSNCyClL8N8aJIPrDWVvl5oDqPxN98iiBjg2vBRB3E6Yji7sPULogioeOyG43+WjAun09FXF72v1er/lqwfJ4hkcqgMJlBoQkkPN8HSqQKSI6tIr29jMyFNaTyRbDlClirhfTSEopzc5ianUWyXEajXkcb/gYc/CxVan2XM3hv9CghHsQWI4YCMfkaEkz6Lp7bNQOgBJ+QpdNp5CcnUdyzB5m9e8E2bwYyGbQyRayUtqGc2obKXAnVWhKtpF/Jzc0BTz/dX9tVr/crQb6YViQ3fG1XLtcfseLkq1jsky++66F4xhc/o4sTLHFtlzy9kNrVkF+LYm2Xjtio4gwLnQPoCtmhFPOgHAy5sbV1ylXOityYizJdHGyTHBVU94ZyeijZNulMYbI+VNmqCJxu1MZEIMT8VPfR1WYqD5OeKoRts5zGRExkjNpm03NA/Q5is+q7PEJiowf1V2WfmIfuvaXeITEuRTh18WXZYhq5vMIkfJRuw6ZTvR9ymqBkUUfKTDrysqTCxemIYhxq5Avok692u5+Gb8TB43AC1uno14Jls0CqlURxZQzjmR2Y2NVEaXISqWYVrF5H5vRpFJ94Ami1kK9W0eqSryX4ndV8BEw+Q3VEfDxGjMgRk6+AkNd2se6niP7arq3ob6yRyGSQnJxEevdupC6+GGz3bn9jjU4Wq61xLDSncapSRHkhiabnV2iVik+85uf9702hK4hXpHwzDHltFz80WRz5kqcXiocmU+d28fS6tV1iw6FzdinS5NpAyjJs0qvi2uZtimcjX0ccdPnpylMVx9axlcNMDqmtHCpcdd9NZE41wkA52yonWqevTh4V1zZf0TbV92Fs1pEQlb06m6K02fS8U738UdlMpaVkUjYOazP1nlLvHPXXVMfo6gATEaGumQi3+NulrlARN1UaFdkZFir5uvdSPrNLjOuik5y3+M6r2gPVeWG6MMYGdzcUZfHZMvwoGp6WkzXxIGaqXMRNvYD+tEY+2ra01N2IgyUxlSyhnd2OzK4s8qltSCUaSKyuIvPEE2DtNnLz82idOdPb9XCRy0R/W3kP/d0OndeCxRtuxNigiJ+SgBDXdmXRJVgACuLarnQa48kkkokEsHkz2J49wIEDYM9+NrB/P5DPo7OaQG0+jfKpLGbLGcwuJlBv+kRrZcXvRVpe9qcZ8spStbZLnF7IpxGKuxrKG2vw0S0+TVGUZdo63nRocq+ciBEyDlfi4oogZI2CrkdUlm9yulUyTQ24Sgfb3m8TZN2p37KuQZxBVXzKeVDFN+lnut+U/iYnlNJV5bxTelK6DWuzKa0JUdqsyk8mFbr7J6YJy2ZXMmJ670y6mGyWn8UghEPV8WBzrygZVBpZX9E+Croyk+tEla5y+diWh41OOuJla6Muf1WdLMvnBEdFvvk0QPEgZiquqt7xPJ8QcZ3E6Yh85Avo+wmclIkz5+S1YPxQZi6Hj5Tx9WcrK92NODJJtCeLyI+nMbltEp2pJpDzIySLRSRqNWQXF+GtrPizgDodsHYbzUYDjabvBK12zwVror8zYrwWLMYzATH5CgCG/vRCvrYri+56r0wGE5OTKE5PIzM15VcyqRQ6k9No7juA5rbz0RrbjXZ6G7xkDisMmG0xnFkBTi8wnJntz7Wu1fx51XzLV7HS5lMMxdGpXG5wbZdIvsRzu6i1XeLW8S7ki4dTH/naQBmGRIxGgSAkRkxH9d6bHFqdDioHWRVfRQBleTZkyoWI8vj8N9WbL8bRyRevmRxLakTBpjxM8l30i9pmVQ+96jdVNlHYLEN1Tfe8R2mz7ftpUx5h2CzmJ+50pyIEJpt0RIzSgbJTRwipZ0gFE0HV1RWUbRsdumdHR/BEAiQTKt7O8k0vgP5yAx4uEjWRZPFrqq3puR/Aw0XyJW9bz0kg375etRas0/F9Fn/tOYOHDHJjaeRbRSQTHgpJgGVWkRxvIr29gvSBVaTSWbDyAlLtNjLLyyguLGBqfh7Jchm1Wg0d+KRrqWsDPxfM6rGIR75ibFDET0lAJOGTr0kA0/DXdiUYQzqbRWFqCoW9e5HevRtsZgZIp9HOjmFlYgcq6e1YWixhtZVGJ5lEtepPLTzxNHD6jD/FkK/notZ28bVa1NquXM4nXnx6obi2i5/ZJa7t4tfEjTWAPjGTR7iCkKwgsCEUImydgVHBhsRQv4PKHzadi16ueeucL5c44jWTHFd5tvKD6BeVzTpHXpfHKGx2Se8iM2ybdfE2is228XTpXfW01cGEYeqKYTGKNoG3dzYjXEHlc4gjX5wM8TZcJEliWv5bnCIoypK3mRfXgon6i2vB+LE2nNjxtLyzuN32Z+kwBmQyvgHJFIPHgOWq75ckW2nkl8cwltmO8V11FMfGkG4s+4cyz82hdOwY0OkgX62iWauhDWAZ/syiJvxNOWLEONsRky8HFNDdxQeDa7s2wx8BS8Bf25WemkJ6926kL7oIbOdOIJ1BCzlUO5OY72zCbLmAykICLfgV1uIicOaM/3d52e95Eitw3ivlef3dDPkuhfwcLnHaIR/l4uHixhriuV186qK4vgsYJHq6ES4RYo+b7MTo0sig4poaUVFvk/ygsNX/XICKZOvKg+qR5+HcgVFd04EarTCNgNnqoksfZj6uNtvCpfzCtFln00ayeRjZYdus0klFqrjDvZERNgFyKYsg+dqSKVU7II9mq/KQZXD9ZTtEciOPlMnEi8fh18QRMbkNl9eCySSLd87y8HS6T774JhtcLp/SCPhx6nX/w5hP1Pj6cc/zpyNms0AKCUwkimiltyK9PYnczhmkUQer15B+6ikUOx2kFxYwNjuLDmNoe17vUOYWBteCAX5HeIwYZxti8uWAGfijXQxAqbu2ayqTwVQqhbFkEolkEmzLFrDdu8H42q49e4BsFu3VFGoLGSzO5nFqNoe5pQSaLb+XaXnZX9u1stKfYsgrV3HqHw8TpxfmcmvJFydlvBIVD00W13YxRh+YLJIvmQyZdjSUiZCcPirCEmUeo7KBwkYc1bMhx6YpR6Zw0zUqjo4c6+LJ04So+0x9l/+OymYK1HNiIsOjstlk06hsVsWxfceitNn22VURg42IsOqtqMvClUwFqZN1NnCiIxMpYO1UVPEaJ2fiNYqYcT+CyxFHqzj4Rhye11/zxeU0Gn3yxcPFETiuBz8bTAzj67/493QayKSTqI8VkN6UwPjmMbQn60DOZ3apiQkkGw1kymV4Kyvwkkl0Oh0k2220mk00mk14zSby3XPBAMNIWDztMMYGRfyUOGAL/NEvxhjy2SwmJyZQmppCdmIC6UIBLJlEZ3oT2uc/C83t56M1tRed0k500lksd4BZMMyuJnB6kWF2jqHZHFzbxSs5sSLlBx5zgpRM9nc0FNdwcfJls7ZLJE/yuV08X9PIl4pkuYBKo3LkqbQ6qHqmqR5nMV4Q+S6Q81A15LJz7CpXlCF/l/NQwfb+qPTWjZaIceWeW9EeKr4JJjtVzrNOvqyrKZ7p9zA2q0iH7tmWEZXNqnuu0o2SG5XNKtjeS9W1MGx2yY+nl+ssHs9EFFR1kE1cG91MCFp3ukB+dlX5qe6jbR5cLjUyJcYR09jKNz3vqrqEEyyZrHEZnHyJbbh4KLO45gvokydxd0RO+vhasFZ3BwzxAGk+TVFeC5bJMHTaGWRLaRRQRDrroVEAWKqG5BSQ2rGMVLmKFEuCLcyh024jW62iVC5jan4erFJBqVbrka+qXXHGiLGhEJMvB2yFv7YLADLZLIrT08jv2YPUzp3A5CSQSqGVn0R1eheW0tuxvDSBGnLoJNJYWfGnFj59GjgzCyws9NdztbojYOJ0Q5F48bVdIvmidjVMp/vbzItbx8uHJlNbx4vEShXO9Qqj0aTk2qaRw1RxTd/l3y7TF3kj5OqgqWDT8JucOzmuSScqnnyfTeSMkkN9pxwBlZ4qWar4sk6qsqScUsqBEWXJulNEyaRjFDbLDqzK2RSdPZlIRWmzLMMmrkonOV1Qm02giOYobVbpqnLkTU4+9VskbeK7TtUpKudeF5fKn7KLsltOb0uKdERUDpfzocgmde9NZMrUDrnWYybINsi6ylMSxbaNh4ubePA4nje4Foyx/rRB1S6I8lowcTMOvqOivBbM8xhSGYClkqi1fH8m0QZyyxMoZbZjbMcqirk80rUKWLOJ9MICCk89hbbnIVOrocEPPYW/HkyJeOQrxgZF/JQ4YDv8nQ3BGJLZLNJTU8js2YP0s54FtnUrkEqjhQKW2TRmsQmzc3kszSXQhj+6tbAwuLZLrKR4pccrVXGEi08j5ORLnF4oTjvkG2vI53bJa7t0JKtrntL55mlc4ruAckhk2BICWZ7OORC/62xQOaomPVUkUw63sc0kS9aN/6b0tL0/JoKpc2Jcw211MpW7zbNjypPKw+TA2eq5Hjbb6B2GzTbPMWW/yzMTxGYTdOlGYbOqTnGtR8V0OpKkk29bZ6ni6J5vk302dacshyI6uk4NVXo5nCKqKnk6+TrwOlRF7kQiJZInuT1SbUkv7lgophftEreTF3WnDl8GBsP5Oi8OcS0Y93P4eWB8LVg67YdXq/21YGPIY1NiC5JbgeyWSaSxCtZsIPX00ygkEkhVKhibn0d7aamXV/9bjBhnD2Ly5YCp8XGMMwaWTAKbNoHt3Omv7XrOc4Bdu+Cl0mjX0lgt57A4V8DphRwWVhha3Z6hpSWfeK2s+L1A4o5FnCDxypMfgMynEYrkS7Xmi28/z9d2ievEqHVdpo9q5Eueisj/yvGCwCW9S5wgpINyGPhfuWG2bWRtepipRljUR9U7S8lUOSS6+6VycnQ2yXqqbNDJMjkzKufEBUF6nFVOWxj5PpNtpiDbo3rOo7BZ916FYZsKNjZTCKKT7p2ndNLVi7oOMCqNy6iSmL+K7Kv0DdJpoYqrSh8G8bVJS9llek45URLbYRVBk8mZqA8nUrxDljqUOZnsH8rMyRcHn6ookjKuHydwPB2XweVz2Z7nd0xnMkAqmcB0sYD01GaMzRQxPrEdyLWARgOp6Wkk223/XLDFRaDVgtcdukt5HlCp2N+UGDE2AGLy5YD0hRcinUrBSybhbdmKzvkXorX7ADrbz0Nnyw54qTSWlxgqNYaFdgJzSwxz86x3KGG16hMvfo6XONqlWttFjXCJ4eLGGvLaLpFEyRt3iNf4B7AjWa4Ig5RtBOgab1u7dGTHtsFXxdOlN10L+/7YklHX+LJz6JqHLGM9MQqb1ws6PdfT5mF0MmFYm8OGifTZkiqX/Fyu6+qcMOra9YCpM04mQC6jaLIcKkyWJ5IwkdjJYSL54tMRuQ/A13PxNV8c4lowPtOO+zR84w2eVtyIA/B9oJUV/3u97qdPpxk6nQzyE2mM50ooTnlgJQ+s2UCimUJisYrk4jIS7Q7YzAxYV9F0qwUcOkQXFO/VHiXEuZkxYigQky8XXHppb/FVqzSN1a37sJLehurSOBqJHDosheVl4NQp4NQZYHbOH+nip8E3m36lw3t/eEUlnsPFR6ySyf6UQ3mEi68Ds1nbBawlX/Khi5TzHaaz4+rcByEDpkZP7i09GxryMBGVzTonIyrIo3q2iPpeR0mMKJs3AhGzuf8276RO9rlks4sOcp46UO+L7KA/0+Bic5D74iLfpR0bFhTJpd4lPg1RJF88XNSFp5FHt8Qt6MXlDKlUn2w1m/7Ilpgn14evE+tvSe+vBctkgVQmiaYHlEpAop1AZmUChcx2FHYsI59KI728CHidvgAV+YoRY4MiJl8ueN7zgHweHhiayRKWU5sx681gYS6H6gJDG/7o1vw8cPq0v8ZraWlwbRev2HjnCB/xymbXbqzBpxzy3QttyBdf18XjAv1r8ggX/8i7GsrXbcLDgipPU+No48Sp0qy3MzdKuNhs45BEPSIhI2rnm5q6GZU+w9oclnMftc1B5EVtsyuitjls+aZ4YmfVMw1h2qybmknJC7tMVQSPmlaoC+dESyZQ4hou7huIhEw8p0tcxwUMbrjB7eZpOfninczyejKgPxWRrxfjPhEfqFpd7Z5XigSK7Rym2SbMbGkhPTWGdGcF4Psdrmo2m4833IixQRE/JS74L//F74rxGFr1NFaWClgol3ByIYdyjaHd8Xt5KpU+8apWB9d28cqMWttVKPTJVyrlE6xi0f+Ihynzc7symbVru1TkS0WWKKJDpTGFB0WQqVdyevm6LPOZRK7C7jnnoJwGuUxVYVR8Ko3KKRHzluPKjo5IxE1/h7WZ0kvURWeHSn5YNlO22YaPwmaVHMpOKjwqm3XlToWpnpEobJZJsCl8GJttsBFGGUcN27ZDjGeq30x5ULDJ1zacy6OeW6DvK/Br8kYcnDCJx9Hw6Yji+V8cfC0YP7BZzE9cC8anJarWgq2udpdVJBgm8nlgbBPyW/IojW2Fl2n07V3W7ncYI8aGREy+HNC54EJ0xsf94fQyUH0qgYUyw+lyAgsLQKs7tXB1tb+2Sz63SyRH/Hc+7xMsvoaLTxHkuxrykS9O3lRbx8sba/A8ReInEycdMXOBLNM13bD5Ur9tbQvaoMn5qRwwkxNkik85YCqbXO6nruxEqBw3yukU48tpVHboHEPqmixH/GtybFxsluWr8hf1lOVGYbOKpKl66W2fnahsVtklk8uobRZ7/GV9dGUk5h+lzbp7pCN7ojxbm0VZqrx4WsoOFaj6gIKq3jQ9m6b7p6ubxXAbm231dwWVVqWT6rkLkh9v/0WZ8jovXo6ir8HTi1vTi4cyixtxMDa4CyKfjsiviWn4ETvcTvFcMMD3o3wfh6ExnUV+PIOpqUm0dnTQmQDA9dJtthGPfMXYoIifEgccfSqDUjmDTscf1Tp5Ejh52l/bVS73e3EaDX8onU83BPqjUtlsf20Xr6ioES4+HZFvtsF3O2SsP70wne5XjnKFKR+aLDvlYhrx7zCQ5dvGt4krN75BenJVzo2qYdM5d1Q62WEzfdeRGvm7S7nKslSET9egU46Myl6dw6XKQ+VUUERVJ8skX+fEyrCxgbp/tnmFZbPoVIvxdMSEcvpVecr5hmEzlZ/LMzOszTby5Wvycx2Vzaqypmyk0gWxWVUP6d5l2zrdNQ3XQUfAdARZ/K7KjyJsVN46vWQ9dPU3pQd/fnX3W85X1NkGqnvPR5pk+XzES37O+QgVY4NrwUS/gU9H5NMZeXyZfIl+i7gWrF4fPBcM6G9b73n+X9+X8deCpTNAKgs0PWCs0rdzeTljX0AxYmwQxOTLAY8/7hOkTscf2Zqd7Z/btbQ02IvE50GL85j5dEG+VotXYHzki9pYQyRrMvkSR9CAwZ0LKZJlM/IlXxPDwoQqXxm8sdKREJueUzlvMZ3O4XFpHFVpdA6FLp6OYLqQUJu8bdKZ5NjINDmwOnkudkRpsypcvn86h08VPkz+8jXV8+j6WxeuslmXhnKag+YvX9O9t6733/Z9DsNmkw66765hQeOoCI9Opq5uNtXrcjxV3jbPJQ9TxTeB26DrlFDppyJ8Njrr9FHZJ+opkizZBv5dJGZifJ6PfI2Hi4cxi+20vBEH0JchrwXjv+W1YJ7XP6BZ9KESCX9pR7HY14XvmhgjxtmEmHw54KmnfKLkef6QeLncPzBZPLeLV0zyDkB8i/h8fi35EreOF9d2yeQL6I9syVMMZfJlQ7JMGDUpU+VvE8dVnyBOHhXHxplydbrk33J6+R5vNLg61s8EDPM8na0YxraztVzOBZtVdYtMQORrqjpMR95c60/X+lnVyeaKoGST/w4i35Vk2eYj6kdNRxQPZRbJF/cvOGkCBs8c4z6N2AEtrunis4P4zB+uj7gpmef1CRhPx30oxvwRsVyun16330Y87TDGRkX8lDjg5En/pfe8/jkVS0t+Twyfu8wrHz46Ja/t4lvHyxtrcFLGpxeKhybbnNsFDEeyXEHJV/Xkj0KXjUxEgGgb/jDkh42Npk+MjQeXnv5nCja6zSrdgpIH1fWwOsrCTGsinC5loOuIociUSHzE9NQomi3JcoWKlPFOXz7KxcPk9WJcBh8RE3dBBHx/RtzhULRHXgvGyZt4uPPSkp+mXh8kb+JW9jFinC2IyZcDZmd9cgT4FUSj4b/4vOIA+kSLj1jxoXJ5eiEnWXxjDb6lPCdlXI64sYZIMlSjWy4ba6jCg8KmZ1DVqMgwNUJB9Yihhqtj6BLfZcrSKB1UXV6Uzra6uT6/o7LZNPVqWJtd4lNOaBRlMMx0MxvZo7A5yLtJ5RdjLVwJp829UI2Ayenl77a6qWBDIMV8qHDddESRjMnb1vP8xe3lVWvBxM5kkZTJa8F43q2W72t5nv9XHFziRI5EfMhyjA2KmHw5YHm5fzAg76XhvTv8/eajVbkcPb2QIl88fi5nXtslkyzxwGSXkS/XcBVUPXMmuI7kDONE2MzBDyqXQ1UGlBNO5a0KD0KOwyJRJl1tZcrybeS53qMobHbVUzc1KmybdXF1ZUH1modpszwNylYvlS2qfKlrrja7kOFR2GyyQZaruibrZauLTV1u49zbyBbDgnTMqEaAXDoVKJk2sCVeYlxd/aeS4QJT+yPH1YXztPJ0RGBwKqJ4z0W/RN6Ig4eLa8G4n8Pji5uViaSO68VYfzOOVmvQXu6TxYhxNiEmXw7gPTIcvFIROzrS6T6R4uSLMT9cPDBZJF98Iw55eiE1tVCFsHs4bZ1+V5JkM9Kg6k0OQkRknXSEgspTd00VXwzn38XfKrtdoXJcKHtFm+UykB1JlV2yHFvdTTaLZUTFt3lm1sPmYQjfMDar4vNw+XnQPbdh2yzmrSLdQTs/wrBZjk/JsolP6RXUZpe6QfW8j9Jm1btGwZUU6+peWVcqPpVOfj5M8WXddPdGJpy6NkxlCwWdXa46DQvqPsnXGRvcml7Ugf8V15Hx73ytFydf8iYeom/lef1piSKazfBsjRFjVIjJlwPEHhdx3ZW4nWoq1V/XJR6azMmXeJ6X2PPDiZe8dby4uQYweE0c+RIbI7liFsOCOPmifI6wiJGcB9VraKuTbR42eXOY9LFxmHTydTqp9FTJVTXsVBquJxXHhSCbngvZmbF1+CmiQl2P2mYqvsoZoWyMwmYVVA6j6V5S4bJutjbL+aneBdW1KG2WnwHd86LTIWybVXpRTr3q3bKxQY5jG9+1k4GSZ3r2OVTk1UQAKLm6srbRU3XPbPTQyVOVu+pdNHXS2MBGvvy8UeGmkS/GBq/xvPnuzTytuIxC3IijXh+815xY8VlGPJ7YCS6TsQHEG27E2KBImKPE4JCdEr62i5OtYhEolQY/Y2P+32Kxv6EGH+Xi9YLqI673Ej+2o2FcT9M1seK0hW3e1GdYuVFhWGKkSmPjgMhntKk2VDHlJ5ex6f5T8W2fGZvrlENsawelqypuVDarnltVGpWtYdusy9fl3dRdC2KzS51i44SGabMqD5v4NnkHtVmlF/Xu6OLrMEwZ2T5PpvrLNt8g14aJH2abFERH1zaSSm+jj0m+bR3F77PJf+E+jPhXPHKHbzQm+0zyR+ywFg9tDnN0b6Pg7rvvxotf/GJMTU2hWCziec97Hj760Y+iGXB474c//CFe85rXYOvWrcjlcti/fz9uvPFGnD59Wpvu1KlTuOGGG7B//35ks1ls3boVr3nNa/Dggw8G0mOUCFqGQcsqKJjnPRMf4XBRqVQwMTGBV7+6jHR6HIz1dynk0wj5HGZqhIvHl9d2URWZOMKlOreL/1U5tsOEqyBeV/WMU86DrjdXdV3Oy2SDCF36MOAqX2Wfzi4OqszFMlP9pvS1GVGQawLdPTeNaKlGBGSYdHMZnRGvhWkzZZMqnU0veRg2q/S1KYtR2ayzjfor6xK2zar31OZ5samnhrHZ5t1ROZ02MoPYrEonQ/esin9dPA3b50F3D3iYbVno8qXyl0eG5DLlcnRlZkqjGpVyBaVrmOGqEbFOxx+ZarX6uxd6nr9Oq173N8+o1/vX6nWgWvV3kl5d7e8i3Wz6cavV/rovnnezWcGXvjSBcrmM8fFxAH2frfz0072wUaFSqWBi+/YBfWzw7ne/G7feeitSqRSuvvpqlEolfOtb38Li4iKuvPJK3Hvvvcjn89byvvjFL+J1r3sdWq0WLr/8cuzfvx8PPPAAjhw5gq1bt+L+++/HgQMH1qR75JFHcNVVV+H06dM477zzcNlll+Ho0aM4dOgQUqkU7rrrLrzqVa+y1mOUCFqGQctqGMTkywL8RX7ta8vIZHzylU7bTy9krL+xhrgLIne45Z5CwA8XiZdpemFQMmVDaOR0LvIBNwJkq4utPJ2TNAwxUzXqJseJAlWmQfXS6abS0cbhstFHR4hc5erIiMnhjsLmsOKHaTMPB9SET1VOw9igi0/laYJrWYVhs42uuufMRY6L7DBlDWuza/1IEYkg5MtWBxv9bGS5lpXJDoowuSKsPEykyVZ+EPLFw/mUQfEsr2azv1t0s9knX/wIH06+xOmIFCkDgEajgrvuOrvJ15e//GW86lWvQqlUwne+8x1ceumlAIDZ2VlcffXV+MlPfoI//uM/xl/91V9ZyTtx4gQuuOACVKtVfPKTn8Rb3/pWAEC73cab3vQm/MM//AMuv/xyfP/73wcTHnLP8/BLv/RLeOihh/CGN7wBd9xxB5LdEYFPfepTeNvb3oZSqYRHH30U27ZtcymWyBG0DIOW1bCIpx06gI9auX7ETTbkKYe66YecjCWGuEvcqadG2IJMC1HJlz9ynCBydXmYoGo8XYimjX46+VRcm6k5snOna2SpRtFELFUOtioPLk/VcIv52t4fUQ/KWZOdODkf8XeUNrvEp+Sr4g1jsyxPvibeB/nZofKgrgW12eTY6+TIz3KUNlMyXHTlccKwWbbBVoYoKwqbdc+KGJ/KW6zzbOs9Mb383ZXIBCWylA6qa65tkmv+Lu2ezTMir1OXlzAM2x66TkdMp32fSPaTdD6U6qOEjTJRfBzx4Q9/GABw00039UgDAGzatAm33347AOC2225DuVy2kvexj30M1WoVv/Zrv9YjEwCQTCbx93//95iYmMChQ4dw7733DqT713/9Vzz00EOYnJzE7bff3iNeAPDWt74V11xzDZaXl3Hrrbc62+iCb3/722CM4U1vepN1mqBlGLSshkVMvhxAremi5ifzUS+5wuDkSyRdLmt7woSpcndtMINg2N5BHUZRhsPCpnGVnT0RMukwEUvZQZLjyWlMjqHJaZTjqRw+lQ6yjirHN0qbxb+6HnIRMomhdBrGZhUoR1VFVGR9oraZypfSVY4Xpc06veRnOkqbbcpXFU69g1HaLF6TSYhKnimeDUx14zDxXcNN10wwtXm2xFgmU6qOPBcSFxbEe06RMr7ui88E4r5SPt+fUWTytUSf62zGU089hUOHDgEAXv/616+5fuWVV2L37t2o1+u45557rGQePHhQKa9UKuHaa68FAPzTP/0Tme7aa69FqVRak5bLk9NxnDhxAn/0R3+Eiy++GIVCAWNjY7j88stx2223oaXdGWU4DFOGQctqWMTkywFyTwyfXihXBoXCWvIljnpRi1DlEa+wOmBMpInqgacQdiXO2GCjodNTHnXR/abSiLaJ8amPnJ66bhOf0sG2XKgwqrxNZJ1qsF11ER1MMdzkFNvqGUQnXbqobFbJMjluG8lmXXjUNqsQVFYYNrtgFDYD9Hvl+iyFaXMYz4VL3nL9qQu3rZ9t2wpTu2DzndtKdVzazmTRla1rO0yVgSyXGhELw+8wjXpx8iWPYlEbmImd2k4jX2cBHnroIQDA9PQ09u/fT8a57LLLBuLqsLS0hMcee2wgna08/tuU7tFHH8XKysrAte9+97u45JJL8Ld/+7eo1Wp4yUtegiuuuAKHDx/GjTfeiFe84hWBNw4xIWgZDlNWw8J9fPQcRrHov+iM+RUHrxyKxf6aL3FtF3Vul1g5URUq/00hCNkxpQky5YDqWQ3D6RVl2TbksnMgjohQ8ky9w3J8/p2SoZIzyh5GHcLKPwwCMSpEafNGRWzzMwcb0a6odFLVkRRB4nWwXB+r/qry4/LFvEz1uZivLEv+bpJrA8oGlV5im0S1fbINOp1d9dRB1Edct65qLz2vv308j5NK9deCcT8K8OU0GoPxlAg4DXAoOOZ39OhRAMCePXuUcXbv3j0QV4fHH3+8910lUyXPpAtP53keHn/8cTznOc8BAJw8eRLXXXcdFhcXcfvtt+Ntb3sbEt1ehrm5Obz2ta/Fvffei4985CP4wAc+YLTBFUHLcJiyGhYx+XLA2Fi/lyWTGTw0mZMvvumGuLaLV4jyzoUc8jUVKRPjRwWZdJji2YTpiEhYPahh9Q4HzTdI2hgxYsQ41zCM46+q513rf9W1MEcNVb915EjV7tqEqeSGAV3HI/+uGm0UN+KQSZl8KLPYmSofysxl8c5vjnQ6HBvDRqVSGfidzWaRzWbXxFtaWgIAFDXzJ/kUQFkmBS5PJ1Mlz6SLOBVRTPuxj30Mc3NzuOGGG/D2t799IM3MzAw+97nPYf/+/bjttttw8803I8yNK2z0FnUX9R6mrIZFTL4cwM/qAvq7GvLphZlMv0IRh9ZVhybLa7xsR0pcR8vEdK7xXa7ZvktU76SqR842XDdKJaZR9SZS+qsaLZfpdlFjPXXZSOWwnjhb7oFupDfKfIPED0uWq822o+G2stYjfpg2u+QbBK6yTHW6qv7XzcoI0vbo8jC1MWJbNQqo2nvVVEyX+CJRovKlRr64DE6iGBvcIVHMP5lcS748zw8XZ68Je0KsQQcJdEa8uobnx0dMOD74wQ/iz/7sz0aqy6jwL//yLwCA3/7t3yav79y5ExdccAF+9rOf4dFHH8WznvUsAMAvfvEL3HLLLWvinzx5EgBw//33k5tuXHnllXjLW94Skvbrg5h8OYDPOQb6O/Xw0S9xeqE4v1kkWaqRL1tsZGfXhdwN29sY9eiXre6uhDZsrOfzsJGfxVHibLkHYeoZ1qhx1HmHqWfUNocVf6Pp6SIrKFEwpQ9yX13bmGHbMFubNxpEAuZCLEUyJnee8mvJZJ+oiZ3YyaS/BT3HMLtBR4njx48PbDVPjXoBwNjYGACsWUMlYnl5GQCstq7n8rjMiYkJa3ljY2OYn59X6sLTyWmPHDkCALjqqquM+p05c6ZHvk6ePInPfvazyriHDx/G4cOHyWsi+QpahsOU1bCIyZcD+GYagF8B8J16xOmF8s4+FPkyTS9UhYvXVKBkmXr3bEaJRgVdzyIVvtEgrxcD1uptayPVu6i6V1QDqPougtLVRr7KDlebVWmoBpySFbXNNu+LClHZTN0D6rtKDmVDmDaLeapso/KgdA3bZtUzScWndKUQps2UPBOo+GHZrCprWZZN2YVp80aAqi0ytVWjaMNMecu+hvxcDDMiZrrGv4tng1G6iXFF3ZJJfy0Yx0YlX+Pj41YO+759+wD4ZE0Ffo3H1WHv3r2978eOHcNzn/tca3n79u3D/Pw8jh07ptWDMTaQT6d7E3/rt35LO/UP8Kchcrz4xS8GddTwt7/9bfzqr/4q3vjGN+Izn/mMVp5oh2sZDlNWwyImXw7gO/MAg+SLbx8v9syIOxvpyFRQqAibKm4Y4Tb5mhxNU1xVuMo5jTLPIHAhCCqHUvxr24jK8iidTOFUPJ18UwNua7OJCMh/w3zmdTbbxLV5nqKw2XT/Ve+LqVzCspnSQ2WzKTxMm6nvNs9RlDaLDqacJmi9FIbNqu82DrzpmY/CZhE60mibliKVNu2Jqd5WhVHPskwsdGRH1iFIuOp+iN9V+cplpQNj9HREsYM6lern1Wr1n6FEYpB8id9ltFqDo2SjgGt+z3/+8wH4G1McPXqU3K3vgQceAICB86tUGB8fx4EDB/DYY4/hgQceIAmFSt6ll16KBx98sHddle6CCy4YWP+1e/duPProo3jve9+r3DUwSgQtw2HKalhs0D6DjQl5e1N563h5tMu2wucVirw9q3wAolgxujZOuorapJO8Jbysj6rHS5TlUha6BiIMOVxHqseaX5NlyVsHu9xnVYOruie6cJN82amRG2vKeRCdDTm+Tjfd8xTEZsDOmab0iMJmKlz3nI/SZlU4FUdnZ5Q2q3RwfeajtFn3HKlsDNtm1fNJxbfNz8ZOWx1c741NGhebxfaGO+WmY1RsiI+qHqPeQZ6/GK4iKOI1OQ+KhFJhKj04ZH8hjHM4VeVjIur8vph8GBtQfgf/qLamP9u3mt+1axcuv/xyAMDnP//5Ndfvv/9+HD9+HNlsFi9/+cutZL7qVa9SylteXsbXvvY1AMB1111HpvvqV79KTuHj8uR0L3vZywAAd911l5V+YWOYMgxaVsMiJl8OEF98edRrmDO6dA0I5fTLo2o2FZsqnqqyk4kfjyv+leWo8lE1ILbxZKgaOlM8Ma7JBhsdKKdZ5VDr8qJkqRpjMW9VuJwPFU7lRd3rqG2mbKDSiOnk+FHaLMdR6abSKQqbqe86m3XPV5Q262SqyoJ/D9tmUa7Kfp3e1O+wbFY5+qLOlK5U/Rmmzbb1oUycRmmzC+Q61dQW6J5/WT/Ts2P7bOnqLZNejKk7TG0IkOo5p+Tbkj4qTZCP7mwwxVIqAP2Rr1F/XPH+978fAHDLLbfgwQcf7IXPzc3h+uuvBwDccMMNA2uSDh48iIsuugjXXHPNGnnvfve7USgU8M1vfhOf/vSne+HtdhvXX389FhcXcfnll+PXf/3XB9K97GUvw/Of/3wsLi7i+uuvR1sYVvzUpz6F++67D6VSCe9617sG0r3nPe/B5OQk/uZv/gZ//dd/jUajsUano0eP4h/+4R9cisUJQcoQCF5Ww4J51ITLGAOoVCqYmJjAv/97GaWSP4dXtbZLrKSCru1ShYvXTJW0DFUeQWRR0DlBog5BZLjkRTXuts6ZCkHLTtZHdhZ1RMLmO5WX672U49ukH7XNJj2istn1eVT1FEdhs06HYWwb1mZTWejyC6qr6zMctL6L2uYwysImzyBQlXGQ5y1Mm/lfmQAGgarNGKYNC1pHuebrimHLTn7mKTmqa7pwzxvcml4M48SGn/3FsbxcwRVXTKBcLvfWWHGf7emny6FvlGBCpVLB9u2D+tjgXe96Fz7+8Y8jnU7jmmuuQbFYxH333YfFxUVcccUV+MY3voE8324bwGc+8xm8+c1vxt69ewfOq+K4++678brXvQ7tdhsveMELsG/fPhw6dAhHjhzB1q1bcf/99+PAgQNr0j388MO46qqrcObMGZx33nm4/PLLcfToUfzgBz9AKpXCXXfd1RstEvHd734Xr371qzE7O4stW7bgkksuwfbt21Eul/Hzn/8chw8fxgte8AL8x3/8h7EsXNd8BS3DYctqGMQjXw6Qe1v4yJc47VDuCZKJlM30Qhu49H6p8jA5i1SFrLpGkR4x3NR48jhyRUx9l/Oi7NDlqwu3gaiPquzEa6LOcnxKZ+q7TX42103660jVqG2mdKDkRGWzLUx66+IEsVnnKKmcRl28IAhiD6XPKG22JUc8ru7dCttmkxwdorTZpI8t6Q3b5mGga8OoNtjUltjIl8tJzlv1nFD6qPSn2kuVfJU/YjtSRpWRrKutz6OKr5p2SE09VOFsGfkCgFtvvRVf+MIX8Cu/8iv43ve+h3vuuQe7du3CLbfcgm9961skadDhNa95Db7//e/juuuuw5EjR3Dw4EG022284x3vwH/+538qycSFF16IH//4x3jHO96BdruNgwcP4ujRo7juuuvw/e9/nyReAPCiF70IP/3pT3HzzTdj165dOHToEO6++2786Ec/wtatW/HBD35wYGQpCgQtw6BlNQzikS8L8F6UH/2ojLExvyeDVxLyolGxAhl25EsFVUVn6inTNY7UNaqHl5JtI1clS4ZNr6EsU04rkzlbm13vw7AYtjf6bMz7bLI5LF3X02ZXjFLXjV4uUegX2xy9XNNojKldoOJyqIg+1enkqq8s31Y3W51U7ahJPqWrjqir4gYd+QIGd0aU815aquD/+//oka/jx9dn5Gv3bveRrxjnFuLdDh3Ae2AAN5IVFDo5FKExkSJVoyOPKvG/JoIjXldV5KJuukZMJVeOQ9lEwYZAbWQnKGqci7a72uwaf6M71jYYpc0bvaxcnehhZG4URKFfVDYHkUu1CyaS5dKRKbZRJrKla7cpeap8RH1MsuQw02wA2Z6guy/agvtUsm+RSKjJVyr2YmOchYgf2yFgQ7BM5CBInrYydGRIrLhVFa/Nd1PDZNPTqNPT9rucVpevaoRLN8Km+0tBLgNZL1UeYnwqjUqWHC7bpSoXm9HFjWaz6ft62ayybdQ2izJVZRG1zabnVNaTyj9sm13fZ6oeW2+bVbKitllnmy5+lDbr3h/+N5FYmxd33uVniWonZLvkaxRM8nRpdbao8rGNY4orgno+bNLZwPaehoGzYav5GOcmYvLlAD5XWayMxI8Y5jLtMCjkxsMmvipvqoFxDeN/XSp8WZ7JFsr50uUXpNGkZFBlF1QWFUdXBi5pTI6CygaTvue6zSon09W2sGw2pbeRK/5eD5t171QUNtv+dbFh1Dbbvn9h2GySbdJN9+yEYfOwdRZ/xk3QlbkMXaeFGMckV3XNpnPEVi8d8TbpodPXRGpVJJh/pw5eBtaOiPHryaSdjjFibCTE5MsRYoUiEyzxmvjbRqacXkYYPVGulb1rmKpy1zUUOp1sbDbZJJerK2G1yUfW15TWteF0ge7ZiQLnis22DnCUOowaQWy2xdlQNmHrGKa8oE64rVyAdszDcPqH1S2oTFcyQOVtm4cqnYvu1OhgmG2/bWeDrVyZbNuUKyWPmnbISZn4l8fX6dpuj34kSnfoc4wYHDH5coB4yDBgR7KCNBJUhW0jj6qcVQ2NeE03fUO+LvdU6WBqKFQ965Rs1wZXdV+C2KxKp7ouN5hymAzVdB0qrUqOSj+5HFR2ybrr0lB5hmGzjZ2q/OXwsG023QsbpzBKm22viXpEYbMsm3oOVM/NqGyW7aDk2Dzbo7BZhOxwUvVwmDar9HKptyk9VHC1WVXmss0qvag8dXWKyi45PpW/To4KqvZT9j9UeQatt8W0JtKkqheCQPeMMDY4hVTMOx75inE2IiZfIUGsBMUdEFUkwEaW7reOXOgaQKqCVTWeVBq5wpflyBW6rhIX89XZrCs/qixMDb3OYaBsFuPonGdZhq0zSzl0KidOZ6ONzVTDvFFs1tlGhZucuTBtdnEqVQ5JlDbbOMOjspnSX1cvmeKGZbOcj/hdV/brYbMcbz1tpt5/Cutlsyybysfk2MvxbNow2/bLBFUbxvNU3WdVvjY2izap6m3d+yg+I5QuurpZ9h9kudS0Q1NdHyPG2YaYfAUEr5xcdjuUw1UVrCq+mMakmy7M5ASavtuk0VWwLg1TUNjqK/8Ow2ZdelWDRskwyXVp8G1ttpU/apt18lUY1mabd0T3eyPaLNoUhc2qfE266OKaMKzNru+5bb4mXXRxVXpRxMqUT1g2q9LIOonP/KhspuLb6q+LR+WrIqFhtm1R2xz0fsg6ycSUKhtV+clpeFzdtEORlNkg3nAjxkZFTL4cIFc8VOUYVK4L5F5JVc+1HIdqCFUyVNdUPXGqdJTzKcujykOlty4+9V2lTxQ229ihim+6Z2HabLoHtr3eYdgsy5dtUNksh0dhM2W37p3TvYtR2Ky7P6ZrUdlM6S/LVYXbPvPD2KwKk/VXPcdR2GyjO9VG6Or9sGxW1VOULnJ82+cqqM2u7xJ1LUqbde3eetgs62zbPop5697PqMEYXY5UmcWIsdERky8H8BPXOXhlEMXLb5JJVX46Z9xWlk3DQzUSqnS6SlrVOKnSqhweXeOoCovCZg7KyTXpY/odts1iYyrrToWb8o3CZp1OYn5R28zl6BwjSm9VPJvfQWw2ybUpCzntMDbr5LjUCzwsTJtFx830TOtkquBis/isUmnEMB2pp76HZbNrO6ILE8OHsVmXXsYobdaF23R2iN/DtFlnm029bcrLFGcYcPl8VEyEbs1XPPIVY6MiJl8RgqpMVfFEEmeq9OXrVIVOxdH9BdTOlilvCibHjbpmKqOgcXXhYdpsq0cU+brYrLum0itKm21ku9gXls1UfN07Sr2D622z6/tJpXG1WQ6X//JrlDMYpc3yNSpPm3yittmm3QhaNwS1WRVuU8+PwmbX9ykqm3XPMfVsmNqBqG2Ww21sU4XrCJ2u80Qsh7BJW4wYGxUx+XIE1fDKlQ+1Bb2Ns63Kwwam+FRvW1BSMQyCOINRYhR5rldZD4Nh70dQm3XkPGqYOjBMCEqywrI5yD2LwmZduE2vuQvCqDdcZWwEm8OQ4ZLetROBcqTX2+YgeYZF+lXQpVnPulBGFDZTZM3zBreUl6/HiPFMQUy+HCFWHPxju+FGkMpUNy1j8JrX/8OEv6LeQtjA74G//USUvnTeg7/l76IOcnqXaRWqfGUddbKo/E3yXG1W5UPpqZIdts2q+DoHwzQlKAqbVTrqrqt00ckLarMKpjhh20zJsylzGVHarNNVFU/Uy0ZOEJvla7rnWZYbhc26eKb6SmeX7pqNza71j3z/THqM2mZdflznYW220dmmrg/LZv8H/84VFX5L7T+T43bjex6zbtNtoCpPxugt5Xn8eMONGM8UxOTLAWKDwr/bVjY8jViRuKTtwxtsQNeQLG+QZA0oIEgR0zHAW1NDy/qxgTCTA0k1aFR6qkKnIDtbKj1U6YYJt7VZJU9FNE2NVpg229or/naRI8cJarONPFu9orDZRGJkfcU0Ydrs8h6K9ZT8m0ojhw1js40to7LZZN962Sz+NT0jJoc7TJtt6h+VzTqEZbPqunh/TGnDttm2LKh8TZ0PItZc7xmteG4hkDB0vzLhR1ehng4MgAd4XWGMSX6B1xfiev9l2KZR3U/X/GLE2AiIyZcDxOmEQL8ysK04xDTUNRm8IhyolMV0wmhX7ztj/cqUUqJb0zFwktatXL1Ov/LllSskUramwsdgha2wgXLCZbXE+OJfG7km+TwPqjfTJEPl2Knyk50x6rrqd9Q2qwiBDUZpMyWLekYoncK0mZKr0lkElU8UNstpqGsq/WwQxGYxrlwOcjilzyhspp4BygHUPWdymmFtpp4P3laY7oGp/VDZ4GqzSp7ueY/aZpv6mAqzrU9cbabqHxVk2Tyt3mbebgMg4vXadfE3FEoRBvSKpdu2M6/T/ckdGMDzmJjEyuZhyLUYh4+KidBtuNFuj34kqt0ebX4xzk7E5MsBtkTLlJ7qTRuEp73OqFpXZkbKxIrMez1cg+J4XnKOHrokTxiJ0+lj25PnWr4u6VSkN4gM1+K1kW9re1Cbqe8u5T1qm23kmeIMa7MpryDxw7ZZZa/NbxOClJVtni7PTdg2uz6XYcU3VL9WsoPmP0qbbd67YW3WydbJcXl2TPJ0dg737uh6K0GPZOl+mG6OWSEhyOuRMT4ittZmJsQfTC8SWB3ZjBHjmYyYfG1wyERrCO43nB5SdyFFyrx10y4aUD3DMc4dnIv3/1y0OUaMjQzRB1i39n/Nb1P7z4fn1hfxmq8YGxUx+XLAOd1DY+GR9StkBnXP3fpXyLaIndBzG+fi/T8XbY4RY/2gdiroGS4xYsR4JiAmXw6IHZO1oIqEwXtGj4g9k2GzfuaZhtjmcxvn4mjfuWjzRsdGGOE623BOd4jHOKsRk691hGrBMzFt2l7YsF6VrlWWF+qa8ujOPBgYERswsB+vP4c8mNrDIFSTFQuQqXQb0QEKos962RyWrGFstrk2CptVr70q/ihsVunjmn9YNrvIDpI2TJtddRuVzSZZwzZDYelme2/Ckm22WbUjSHfdFL88jH5BjFY6IYawntHd3+vUjpnuZzztMMZGRWK9FYihgG7mHhlfs4jWpXtI5eXIla+h1mPdKAz9TwIemPChsg6rJ8u0W5acL5Xe0eSBOKbbEUWPnYvNuvS67xSislm1UxmlWxQ262TqnhlbGSZ9XOQwZva7qLIK22aVPiY5tnJ1eehsVuVhE89Wt2FtlvVwIQpR20zJoHx01/pS1mMYIqzSI4y61tZmnU69+EIbmGBet330BtpLJ6UoRUxG6158l4ZujVxz0hgxYsQjX84Is9fQNEpAHZa8RhEbhjDMEIRu6MelK7ynC7/e7fGjVF1jMyNF6jr2KEJgi6Amm2RSOpnkhWWzqjNTThdVr7jKZtVjLKehwkyP/bA2m5wqnb6652ZYm3XPAJdpej6itDmMZyhsm23yEGXZ6hamzZQervWDrJ9KPpWXjWyezqRXEOIYls0271o0NnvSb+E7tUU8U0SmELbRqsbCtWKQgxXidO9vlIhHvmJsVMTkywGJxNozJYapTESnYcCB4JWzSEJ6FTeRSCWYfzcpSlXWlEejuybLo/L2upMLGZNsEdOgd7CjfESJrKJtu6Frl8I2WS52UY6NoyTrFabNNnpR+YzCZpNs0Y71sNkmb0q2Tp5Ohm2+FHSd2PJzHLbNprgmvW1kqdLq7BD1FEHdJ9lhFONFZbMM23JQXQ/bZlUc+bouHzm+zhYbm3U6yjro3qmwbGa9/zBItgB/t2BAIF6GCixKo2W5/LoYV3VtjQyGAcIl2KxyA4JC1QYm4vlbMc5CxI+tA8RDlsXvOqd8KFAyXb0R0YNXxVO1hGIcnXcjxxNrSZUHrIJBFW1SISuVurqGfViTKacmiPOoy0+Grc3yd8oBl9tf3SMTls22PogqLEqbRedBlY7KX2d/GDZTZSy/7rq8o7Q5SD0o5x+FzaK+qviykyjGjdpmCjr51L0Qr4Vhs0qmXCa25RGmzbb1jPh86/QN3WZOQgZ4SoAHJgqjKYPlylFFvHR2EDYP846I4Cpxv0v+xIhxtiEe+QqAKIiWUSZ1XZXIxCzkcFPFblvhUx6vLNuC0fTWg/Uui4c6DsYMom5UJpvSmxp323S2+ZnyUsnQ2RWVzbo23qZj16RrEJtt8rGJE4XNquvUb/lZH5XNKr3lvFXyorBZFd9kz6hstgWVPmybxTgUQRbrUR1BjspminwHsU+Vl8pm/wd6ZIMxoc3qCej/ZZTyqkxVYVEZ7dpu6xpONvh32PstqxQE8bTDGBsVMflaRygrlSErqwHIPWA2I1BUrWnDaGzCFfG0Tg36jVtY29YP2yC4yBiG4IUFl7xc/QOXeEHKYlhnLey4Yckexuao8486zyD3NMr7GQaisDmM/MOWresUMIVHpVPU8QfSDhArj44TFVSZqIavXeW53tB1eM9ixHgmICZfAaEbAdiw0M0lk+MB6p44F1IWMgZ7GD0FGTvbbkyMGDFixNhYWNtWrvvBx6a54bbT+2Wcdc6MHdrt0Y9EtdujzS/G2YmYfDmg3R58sdaZhwwHG/aoWlAAmHvGQiwMlaQoRsRixIgRI0YMESM/ANk0YyUoyToLYSqKmOzEOBsRky8HqAaOgvIMeb58j9cMCIfUAWeodCmBLvF0k/bl76ZFGDJRE3/rdDTp3o/Y/yN2CBJiqPUJOvXE3yr1bIqaKl6b22OCTdGpbDUtdtfpG7bNukdDFU7JiMJmG9uCxlfZpgpXvaKqe0PZJCMKm23slW0Tr0VlsymuHN9GpzBtpvQxydPF43GHsVkOk22g9Ne9+5T8MGy2TUc1Y5ROvTi9hMDgZhJEm2j7kuuUVnWIyo6HrkK2fVl1TotNw9iTKbb/PH3/9zBtnEo1WaYuj3jNV4yNiph8rTN4xaGsQFwrL6NAIr6uhZTJlcmj0+lkq6Ot7rwx9CD1THpdMUw6SoWRWbtU5lQ8XfvqaroJPA/bopN10uVLXTPpP6zNtnFdZIRpMyUr6jK1DVfFs8lTd30Ym23zpnQV84jKZp0PrHqOglRXQWzWwbVOEjGMzSo5qmfB5hkO22bbdCo9GfN67QiA7gHI/GI/fHDGu+FlcG1UbBsGFcES08ssUkWmTNDZQNqsTx4jRow+YvLlCLluGwZUZ1evwpJ72wZaA0IZyhu26W0zfR9QCmuVFfOXK3nxu/hXZbSqO1vWpRvOKDmM9Tsn+ZowoQxVom3uqxiHUp8yQyU/oMlauZSDI/LnoHaLMsO2WaeHzm5Rnqhf2DZzuWJal/sUhc1h1T86DGOzDjbPfdQ26+6F+FelX9g227z7w5bBsDbLsmz0pOSPwmab+zPwfgrtrHhQcj+ZLERhoC5DXXzqr/ydgk1hivFUv6n4pod/wAaAmovJVNFDJmUxyYtxNiImX44I2/Eh60WRgIl/Rci1mmsFq4Jrq0ulobxi02+ZuJk8PZNcsRz5b0UyOUxWRVXEKnlUYzASk9lg3qo8dfJsEZbNOj1MelKNeZQ269Kq8ojSZpVTY6ujLVxtVkFXRjoZUdisuhcmnaKwWSdHVzfY5qnKw8Zmlf425aCTr0qji6+DTOxs9aU41RoyEcRoU3xVz4oL4VLlaxNugks+YpBUdiaTh4GpXQbiaYcxNi5i8rURYVNB6VoomxrOtoXWyaM8WyoflXcs1pw2OrvW3Axrdkf0/x+U43nMmuBYZesYPwjfDZp3mI3fMHJtRoFsZayXzXIeNq9C2Da7PKthl4POZooUUb6mS1V1Ltk8DMKUb0PCxN9U/I1gs399kNgody7skbAhjJaVEke2bEa3whryDALTcCEg2AyJqNIiozBh1MUSI0aYiMnXOmI96tUeVBm7KuVK9Exd1SFgQLKQd39AcXCL+jDIks1sE1VY2EXhql8UMkdhs01HchSPmYvcKG1WXbPxnVwRJG2QMnKVM4zNUZRTUJvDfFajttl1QEd1LaqREBsweD3iYJUkiNGmwtAqaKg0onQebGxR2gzLAh0N4pGvGBsVMfkaIahZBWId2/uulxKNYqZePFV8XRiHLUELA7y3kJRN6xEkZ0pd1dQ7SiU5viqODbQmG8JsZMm82SQzqM0q/VQ6RW2zLi0Vfz1sttVPDo/aZttwcUCAQpg2u6TV6ROVzUGfVQph2kzlq3uOKHmjsNkkj6z9vd5/5oxdjTYpFAWCMG85jus1OdgbDBb9nlEXR4wYGxUx+VpnkPWhtn4MMExjAlUhu3ZFBxk+smGiQWRbxFftjrh2n//hYdtJOUxHZpidoGHdXhebg4x+xDYPh6htNoWP4r1wQRgjdUFsDjJwElaZuMgJqmOUNtPx19bteji+hLYkhmrjwkKQByOql02VZJ15aIwYGxkx+dqIEDvb5PVJ3b9yo9KrM8/mGk7XIlMwdYlKQzZM0d3veQBfH+Z5Iumjs6dGgrho3YiCeE313QRHk51H1FSjXKOyOUhPeJQ2u4wCUjpEZbPuuo39o7JZTi/3qbiMtuiuu95zWQ7Xz1aPMG1WvVtyXlT+QRHEZh1c72MYNiufYY0eQz1wJoXEcBfiZdsLEbUMSk7XhoFdg/nvXhxJBsNgOxqhuoKKJNrt0U8DjA99jmGDxHorcK6Amr2gjNs9aUT+iLXVQOUnVmLyqJGLUqoGQ3WNCrf5HgZkj0Znt2oUbY3HJH0U4nUDdlS47GCYbo+tGS4mUzqq9KX0jMpmKr38sUmn039Ym4Pce5ce/CA2q+KZ0srporDZxaFfD5t18kx5RGmzmEfQUcGwbaaeF1edVLJkfV1tlp/VNWkV9flAIhtFgxqtguqF0sUV/5p6QcIEoVvP92BY658wv7CDtnEhqRgjxoZHPPI1Aoj1pthwuFZQa9J0R2z6fx0rX7HFU3laoiK6RkMlx9VoVeMiN4o2xM7UfdrznNArQzbAGrx+T183HuvqQoqResNVveWyWWI6UZ6cbliTZUdHp5/sNMq/w7LZNKKgS6PKM2ybVb3zYnrq0TbpT+lqY7NKhvz8iH/l66O0WZWfiphEYTMFHdGUZVF5hmUzFZeqCygZ1LsQls0mHURQOkVvc18Ir7fZQHso/EX3u3yDghgtpuffVRUyBd2LqLp5Ov1EmRRMDYxJNwADx97wSw7PuEod0/M6LOINN2JsVMTkKwKo6mJlDx0BVafcYID8l0hkahSoVtRFKRs5uhrW9hrlDQaptYk0A0Gi2tJv01lhKtVUJuocGYPKTrB6lizSRWkzFW6Tv0knm7i6OC7yVXHCttmUv3w/XJ+vMGzWpTH5jFHYbEofRB/V9SA228QNUm5h2Gyru+79j8rm/kUinvzXJMg14yDES5WfKwsxESmKZYvhLrqtuSbmQ79zJgIGAJ3OcMUXI8bZjJh8nSugWJ/cexdl3mFf24BwVfcsM4/EuWizK85Fm58JOBfv27locyRG2wxBUgRPx1qH6akQ238Xvc5yxCNfMTYqYvIVMuSpKmHUY2tmRfDpFLYJbRQ9G0CRRKpRsRlisMlLiE8d1ux/E2W63Wzd9JqB+61WSxvG5ZnimnSi5ASFbuaMTRpTGLA+NusesbBtlq/ZPN5UmihttkljUy5R2ewSR6W/LYLarJKjy389bFbdG9NsPp2MgXBe3zK5HgbdFlIFFdRo/l00ygYuQ30u6YaF2EaabpwMuaylIgoywKaDyy2KEeNsQ0y+QoZN55IMm2mKA9dtZQetyFWtJfXdpqGj5Jrylj0W8burFxakHBiz3UHXRpQxnPpu29E5TIeorU6ucLXZVdZGs9n28QvDZvmajUxdmihsVr3qpmdeFT9sm13i2F4P22aXvFVxorbZRl5UNrPefxaJghgtN8oyIaPaI901F/asa/PkuPJ3WziXCfFb8F3CnkZo+9zFJCzG2YiYfK0zhhnlF0ddBrmZJ3wPABfPTNXQUYbpGgqZRKnSDtPYxIgRYySweTWfaa/wuWizDZ6RNqvaKdFYE7nRtZG8DdWRu7B6ykTRA9/tZXJVTUQoCqKkMz2edhhjoyImX+sM9zpzyPGYYVpCG+JDNQxyfJdhC5v4NkOHKjm2c9pUqkUwHTFGjLMdNq/QM80hP9dtthn5M0jrp3GeX0Ao5JKG/x126GaYG6zqgLRpPyOG5zGr5j/cPJ9570uMGBwx+QoZUVcYytkIfD42bzeYIlEYyg1DlNYTcqMqlodu+qTUKPaskcIHpAv3QSFGl4XzOhFKJdMsF5XJKh1V11V529isy4easWOTr2wTFVe8bnNfqOuUDFGPKG1W2WNjv+2zSF0Xw2xsNumvsidKm2WoBuopfaKwmUqrs9GkM5c1rM0qXUw2BL7fg9M30F/qpWr0CCGmggmiZFRQjXqZ4kWB3gMDtR9BRHeF7pmMgmPGI18xNioCH7J8991348UvfjGmpqZQLBbxvOc9Dx/96EfRbDaHUugrX/kKrr32Wmzbtg2ZTAZbtmzBf/2v/xV//ud/PpTcKOB5/jzndrt/kjr/HtU2qsqBHCb8lSutsEhX1Ih68rY4EkY1fHK4WNAqUqlsMNG7Dzoxqmuq+2y6jXI6rYoKk3U+gY08nV3yNV0+KtmmfMO02fS4qORGbbMuX5P9Ktlh2mzSw2SPTZygNlPVgM2zpcpbdc0VOptcdBavDWOzTfna1g06PXtpmPAZ+G1QmrpJpkyHxTNtoVGvfNH/qyjSYZ5xE0SfihMn2aeKEeOZgEDk693vfjde+9rX4t///d/xy7/8y3jpS1+KY8eO4b3vfS+uvvpqrK6uOstsNBp47Wtfi1e+8pX45je/iec85zn4rd/6LVxyySU4fPgwPv7xjwdRdWSwqRQossYrF1uyJsfp/eYfCN89QTFdF2giASSTg59EYm0Nq5JFKWWDoDUplf+w+akKlkojXxv47n8YvP7H6/Q+vQieNyBG9aHUd1WVMl1WX5ajik+abBGfkm9jn0n/UdhskmUTFrbNw9z/KG12sVdlWxQ2U79l/W3iy2koHV1tVsmg8lDpHKXNLvGt9PH/A7zBupF5nv/pnWzf/aiUkAvKVGC6h4aCTTxTHFVB6NLLdsjXdHnatueqhwwANePT9t2gVA2TTJmKK0aMswXO0w6//OUv49Zbb0WpVMJ3vvMdXHrppQCA2dlZXH311bj//vtx880346/+6q+c5P7+7/8+7r77brzyla/Epz/9aWzatKl3rdPp4Ac/+IGrqiOFqSfI88LpLdL1nPcDxYyJiCplTLUYY3Ra6jePpzN8mC5iUa5KjqqhUnXt2ujG5RE9raz332Bcj+ythfNKMN3oiVzM/LecRiwO8ZrN86nqXJbzpXRUhcnXRD1Uj5Du8Q3TZl1nuq19o7KZguj3UXnpdKJ0H8Zm1b3R6RS2zVRfEmWvTTVoE2Zr87DvXtQ2uz4Tqqp5IG8PayrANaLEAMponTI6IzkjCMNrH3aUjXoIXB4MG/3kB8OUv4yA7oINXE10rWM56Rsl2u3R5hfj7ITzyNeHP/xhAMBNN93UI14AsGnTJtx+++0AgNtuuw3lctla5n333YfPfe5zuOSSS3DXXXcNEC8ASCQSeOELX+iq6oZCkDpU7DWymtrIOxTB4Hn+uEsHCXTA0On2J3pelwxQvYg2StoaYiJGw8h2jesKXU+pqhGTe1l53F58OhtV9qbvOrVFNWXIDpkY37YTV/6tNNnSZh1HpuwX5UdpM/WKBOkMD9tmOb4qH5WjEqXNXL7OxzOlGZXNOvk21UuYNstyXRzbKG22fVbk919nM7mXhgd3o3UF5VqIqjyCXAsS36VnwyVvxY3uzcvw4PsHLNH1Efqffpp+ccr+yLBTAm3anRgxnolwIl9PPfUUDh06BAB4/etfv+b6lVdeid27d6Ner+Oee+6xlvt3f/d3APzpjOl02kUlJTqdDj71qU/hiiuuwOTkJNLpNLZs2YLnPe95uPHGG/H44487y1Q5JKOuPOj8mFAxdytYj63tTuS/ZXIUJZk528DY2g9AMwwxjeoasPY+aLiuqQO3J0LizS7tMnXbTb6Gs8mEvqow1WOoujYqm+W/Ng4qpaccfxibVfmbfDUTSRWvDWOz7p7onu31sFmWT/WzUNd0+lP66NLo7r+Yt64zIyqbVc6xKENXN5Df+WcgAZG5i9GUIapr5xJ07RF1H7gfAfkTrYo6UP2gVBgFPtVx1J8YMUxwmnb40EMPAQCmp6exf/9+Ms5ll12G48eP46GHHsLrXvc6o8x2u4377rsPAPCiF70IJ0+exJ133omHH34Y2WwWz3/+8/HqV78apVLJRVW85S1vwR133IFcLocrr7wSmzdvxvz8PI4cOYLbbrsN11xzDfbt2+ckU+cshQlVY6hyRFRQxvXg16cuAk1ekJihqvXnMuQ0Nt6rabiCamhVhacbdtB5xSoYypGh39nb37kLQiiIM1Xsb7StkxUUOgLhgjDfk/WwWRVPFz9Km2USp4Pt6FUYNgeVSyFqm23986htFqs5GxJnUx2rMAwnsbdrUDC5dXyvHdLIDNIAUh66TXyeH9XmqNKo2iq5LRShu0ZdH8YJiBi2Jg8DU726gYojRgxrOJGvo0ePAgD27NmjjLN79+6BuCYcOXIEy8vLAID/+I//wPXXX9/7zfGe97wHd955J66++mormceOHcMdd9yBXbt24dChQ9i2bdvA9Z///OcoFotWssKGTd1p0/gOBS4nDCbn4pXLpEbX5apKo8pTl39YDdYQN4aKMWwbFfQ5CiOfKGVvBHm2coLktx5lZxM3KptHQbrDyFcXP2qbTf09qg6/YTsCXZ8L134pYG3dx+QvNsRLzpyq04N2lpkK3TYvm7ZKJ4PSy9S2rTN0JtuSsCjNireaj7FR4TTtcGlpCQC0xIWPUFUqFSuZc3Nzve+/93u/h1/6pV/CoUOHsLS0hB/96Ed4+ctfjjNnzuA3f/M38eijj1rJPHXqFADg0ksvXUO8AODiiy/WEsh6vY5KpTLwGQZi55tNxSQPqdt03gVWTAbvVk4k7HdBlNPbIkhLbsoz6uEHCsPeHDK5R3zCzVarkkNncRTy1wNBRgFc0oRpc5C8dTO4oso3SB5h5R1m/KhtDus+rE8ZmeqqEAtVNxplC9deq1ERHpchHt5Gq9pn2+HhEODqr1ATXYapIzZiWxIjhgmBz/kKC57w5uzcuRNf//rXcdlll6FUKuF5z3sevvrVr+KSSy7B8vIybrnlFiuZF110EcbGxnDPPffgL//yL61H4Tg+8pGPYGJiovfho3l9nft/bad56Opzz6MXssqLWF0Jmw4eAI8xvXtvU4lTmanCqOuqKSK6v7r0VH6UHJWelB2mgg3YyDH+YUAC3sBHXPosKBRGtna6RTyqtsE6cAEEGzWIciQm7LzD6JcI4tOFOdIXhs1B4o9q5Mslvup+jraM+nWSWGcN1mWgVw8Na/SwXr8sRyWXikd917VVqvimPEy6c4httVBGFC02uSxBilTlw1B+TNB6SFX8G7EtiRHDBCfyNTY2BgBYWVlRxuFTBsfHx51kAsCb3vQmZLPZgevJZBJve9vbAADf/OY3rWXecccdyOfz+NM//VOcd9552LFjB6677jp86lOfWjOtUcb73vc+lMvl3uf48eMD18UBG5dKw1Sp2RA5U2UnVnR+Hv1mb6BJ9IhdjVT56xQTC0GsDcUwz1vbayePeskNhzi1RExPxZNliunlGlrsZuNpxAKzaT2o8rBt2E1pVPE1rWZoWQSQMwp9wtI1Spt1GIXNqnzXw+ag+UZtsy5NlPk+k2123rkwLKPltKrGsNPpxzHN2JDbBbkdk9sd2zZJ/IhyqM5NSo5Jd125iM1Wb4dDho7X9wV6/oHHnPwLq+wNdZyuvpOhKn4d4g03YmxUOJEvvkGFTEZE8Gu2m1ns27cPrPsWnXfeeWQcHv70009bagq8+tWvxvHjx/G5z30Ov//7v4+pqSkcPHgQb3vb23DgwAH85Cc/UabNZrMYHx8f+IgwVRS2PnyQ2Q0yV7DBIBnjgvhF4aOKbMswdV2xsrIqI8RwijC5yNF1D1M3wqWRk1sNmWyKOsnkVFWuss69e8L1pNWgxItZiKbK33Vm6OKHZTKHKb5s26hslmXL4RSitlmlg8qZob5HaTPVH6O6N2IaOX7YNg8Tf1Q28/g29byqKlTZEMRmVZweGDDYfvDwERmtg5ifrlKg5MuFFbQNo/QxxTeVgQrKikT6SNFF1Vyz0MFEkDxveIIXI8bZCify9fznPx+Av05LNZXvgQceAICBM8B0KJVKuPDCCwH4BzVT4OGuOx5OTEzgDW94Az71qU/hpz/9KY4dO4bf/M3fxKlTp3DDDTc4yRJhS5JsEKSSkTvGbPPRVoaMf6ReOFelqIyp65QRcmOpii83irr4Kq9SRcpsoCtIFdkU81d5lGtsAHo7gvUudVtQz//LGP+rv3XUbdD1JKo6cSkMYzKlky5cpb8cXyffxWYqPaWrCEpXk04uNoty5HwpW1SvhhyP+qvTVZZpuv+q+yPKGIXNOhmyrqa8w7RZJ8cUHpXN/Xh8CrRc93CB6NdVlLJy5mHVkTrYPji2eunaHlObpGrbbNs8G5AvL/r3ZKAd0RePTRZBueEowc9GHeUnPmQ5hg2cyNeuXbtw+eWXAwA+//nPr7l+//334/jx48hms3j5y19uLfc1r3kNAPW0wm984xsAgF/+5V92UXcNdu/ejQ996EMAgB/96EfO6W17B20rmWE6uoJUmAPpej2Uwm+VTDEzvhFHKuV/dBtx6JS06VJ2CTfl5RJuAtWFTN1EsXWTPRyqK1oIZ543uB7M6yDhDR6DKfZmqjpp5c5mnR8iqqTirHL8EE1eo5PMk+WGfxQ2U/F1cqkyispmkq8z+n0X5UZps6ynrItKZypN2DaLceXnUnYmqXKI0mYxnerdoXSg2pCwbF5jd5dg9eogr1svse7aLoZ+/12YRsuGmup7uYBsGIMsl7qxcnxT3iJMTEfMX2bV8sYavN1VbX41UFaAihTL5rqaZAPTexREjvw9iF4xYqw3nDfceP/73w8AuOWWW/Dggw/2wufm5nD99dcDAG644QZMTEwMpDt48CAuuugiXHPNNWtkvvOd78TU1BTuuecefPKTnxy4duedd+If//Efe/Fs8NBDD+ELX/gCVldX11z72te+BgDYu3evlSwRqp5GXQ+krmKQG0SqAqScD9d2iGqgBypjoUeM19UDm3FQitqAbME110zydT2EtvkEscPz7OdHUF6zja028XU9mgqYxFJZqOJRRelqgi6+HE/+rtNFlc+wNrvKHpXNVN42dY2se5Q2U7/X02ZdPJV8lX5h26xrQ1TyTdXEsDYPgJezZb0TidEu9bCtTDEeVaimSk8l1/VBsn0hFdc9CFyLsX67DejvE0/v4EO4EB6rZ8tSDtW5EWYeMWKMEk7nfAHAK1/5Srzzne/Exz/+cbzwhS/ENddcg2KxiPvuuw+Li4u44oor8Bd/8Rdr0pXLZTz88MOo1Wprrm3atAlf+MIXcO211+IP/uAP8Hd/93e4+OKLcfjw4d7BzjfffLP1aNoTTzyB3/md30E+n8ell16K3bt3o9Vq4Sc/+QkefvhhZDIZfPSjH3U1fQByB5X4m+pVNMmgOgo7HbUcVV0tkzNV3e55rP8dYiXNEwMD00pUhscYhOqmhvW9l0/3b+/WeQPh8n1WdQBTzzGH7HNEbZrR5DW20Y2yGD6MzeL1Udsfls2yDetlsymfUdjsEm66vl42m3Qd3ma59w9Yu02hEB4kIzFMNMBkdFQYRZsWdh7UA8AAeALpQrdtl4uzG4+LcSFTpvg2t1knW36f5fTU+6XTPT7nK8ZGRaCt5m+99VZ84QtfwK/8yq/ge9/7Hu655x7s2rULt9xyC771rW8hn887y3zJS16C//zP/8Qb3/hGLC4u4itf+QqOHTuGl7/85fj617+OP//zP7eW9cIXvhC33HILfvVXfxUnTpzAV7/6Vdx7771IJpN4xzvegR//+Md46Utf6qyjyWGhrtnWt3I9qnOWRgqer1wDRpafBWONUv6woBwJnVOhCxfl8GCgOyXRQwL+VMSBremZN9C4ihDJB5WNHKYL16nqYrIIUxzG6Hx5OCVzWJtFXXR26sKjspmyVbZD99qOwmYVdGURpc2iHJeqZr1slr9TtoVps1hvkFvHe53e1EImK0f9DsPoUSCsdkG8GbYOg4su2mvo1/1SvRulLyGbqXtvdFC956Z3IUaMsxHM8+JH2IRKpYKJiQkcP17G2Ng42dNo07HF2xqxkgnayUfJ0umkir/G6erV2uivK2K+w78mIeUBuHShKZXQeMe6uHIcsRBMXXKm9HIe/LrsQFCQWyQdw9Z5WipbWXeL4G7D64F7RoA4wimKlNVSqUSlk+OLv1VpTPJVaVVFJ8oy2RDUZiof+S+llyq9CbY26/IzETxbnYa1mcrHJk9Kdtg229S5NvdCl9b12VLF1VVbMsKwmfmLugDxO7r1v66uEhUzFZKuLjOlo9oY2xdMp7euAVXZZUqni0fJo6ByGqR8evU/MHB8jDjzQUwuqiLzRdX7TsXXFYOcTr7NJpeBKiZKr6WlCnbvnkC5XO7tTM19tg99qIxczu7Yo7BQq1XwwQ8O6hMjhgznaYfnOlS9MkHbIV6R6NoPl7ZFpxMlc02bwH/z76IMEwkZECR8p2pYOb3OEFMYFS4XQlBZpkKUWy2ehiJlGvK0Ji+qjG30U2Qp/qZU5r+pcJUsXeMop7F1SKnn0uYdMv0OYjPFfVX+lRxflhmmzTon2+So65wm2YYgNstybUmIyi7dtSA2U7JUdbVL3T6Mzaq62MWvD8tm5Xou3UtlU39Raambx9PqvHJKni1sKjabtkMMl22xqZAoWbpKQPUykg8jT69W1UTgxb+m26AqBle/RdZPd6tc5caIsdEQky8H8A3+bHpuhm0PhoFtpaetVOXGmqrJATBVDWnbcEaBIAVqk8bVO1Rdt/GyQ3so1t4HX/Ra+TaNnkuYq8mma8PAxg/UpbHxx3Q+VtQ22z5GJsdoWJtdwoI4ZyaZVHgQ0ud6v4ax2SYvk1/vbrOqXnCAbQJXo4Mg6MM07EMIDFcOtjK7v/vrs3Uv5dpsdb9tVLFJE7T+s81L5qf8bzKplhev+YqxURGTrxAQBtdQ9chz+Tbpqd+is6UiiYMdbv3MBgiX4MQzakFRDHeE6IAMNHTC/RHvlEcQrghVilx+WLJUcsLwy3Ty11NW1DaHibD0Udl2LtosbpjBBur2sDIYMYLqMErdQ6lM+l8H63O9bNvBxCB+jGlUHxi+M/pseW9jxLBFoA03zlWIFQn/8OM2TEde6WSqOgZFUiRXnp63QU6HD1pbR4Gw5Mpzs4LKoIZIXafUbBCcZeqGgnOxYQ/T6d9oiPp+jsLmIKMWkSLoaJOqPoyybgwie70e5HV+gSj/gh8g3OkMxuWdz3KzGdQExgaPNpOPNZP9omcyOp0Ovve97+EDH/gArrzySszMzCCdTmPTpk14yUtegn/8x3/EMNs2/PCHP8RrXvMabN26FblcDvv378eNN96I06dPa9OdOnUKN9xwA/bv349sNoutW7fiNa95zcDxUxsVd999N1784hdjamoKxWIRz3ve8/DRj34UzWZTmy5oWakQb7hhAb5488SJMiYm/AWUImGS51HLbQnH2lGmfrhqKrcYh0N3jRqaN02/p4by14Ie+VJH99b+tX3UdPPb5YLQ/TaFUTfRpBew9gapClkOsy/s0OA68iVv0BE437OoVzKsEZHYZjc5oy6vs8nm0EbpPI+upMMa+dLmq6hbqU4pkwyb/AB1e6Gqn3kaW9m6OMOMvqkcAzmbge/mkS+bopaLiYqvukU2zS+Pp/KTKB9Jli3nKaapVCrYsYPecON971ufDTc+8pFwNtx47LHHcMEFFwAApqencdlll2FqagpHjhzBoUOHAAC/8Ru/gS996UvIZDJOsr/4xS/ida97HVqtFi6//HLs378fDzzwAI4cOYKtW7fi/vvvx4EDB9ake+SRR3DVVVfh9OnTOO+883DZZZfh6NGjOHToEFKpFO666y686lWvGsruqPDud78bt956K1KpFK6++mqUSiV861vfwuLiIq688krce++95G7tQctKh3jkywGyHy1/5xWH3GvDP7z3RowrtxHUX9WomKyHDrbch6pwPQ8A9RETqEZ1xELRDQ/KylFKuDbglEyqNaEYLyXTtpHmaV3jU/bodFZ1NwrhzPN6n4TX6X0Y+uH9e6kUo7zNKlWpEVtVXJc8TbrorquKV5W/Tgc5rWizyZ5hbbaxg9JxlDZTv23tiNJml3AqnyhtNj0vKnk2NsND74gK5nWPqeBbx3te7wgL6wdGzpgqKFPBqAzjUNWftjeGkileN8nXhVN5mx5UHk92EMS2UDfdBQDZDlvcJhtzdPFFf8WBK5K+iuwnUT6SPMol56fT45kExhiuvvpq/Ou//itOnz6Nr3/967jzzjvxgx/8AN/+9rdRLBbxz//8z7jllluc5J44cQJvfOMb0Wq18MlPfhI/+MEP8IUvfAGPPPIIfvd3fxenTp3C61//eshjM57n4Xd+53dw+vRpvOENb8AjjzyCL3zhC/jBD36AT37yk2i1Wvgf/+N/4OTJk2EWQyj48pe/jFtvvRWlUgnf//738fWvfx1f+tKX8Oijj+K5z30u7r//ftx8881r0gUtKxNi8hUibMteNXAip5fjyXnprstyRKJnozvZgAOQd8PqnQTDhA/Y2pqWFCYpSSlsqulNcUxyebiuMeaQb5osQ5Sj6ra2cV4ouaLNVB4mp0XW1/DcmIqU6uGk/AZT4yj7TfJzamp8nUwO2WbqtvC/o7BZlKGKo8ojaptV9516banwKG02yZLDR2mzqkqR8xjGZuVOhrbGUAVBydNBxRBs0to+NKrComTodDAVOBVG3WidPZL8gfaUsYH+TjD/+sD6L1V7rQjTqauCKQ9Vp4NNelvYPB4i+HTJUX7a7eD2yTj//PNx33334aUvfSmS0s4i/+2//TfcdNNNAIDPfe5zTnI/9rGPoVqt4td+7dfw1re+tReeTCbx93//95iYmMChQ4dw7733DqT713/9Vzz00EOYnJzE7bffPqDTW9/6VlxzzTVYXl7Grbfe6mqqE7797W+DMYY3velN1mk+/OEPAwBuuukmXHrppb3wTZs24fbbbwcA3HbbbSiXywPpgpaVCTH5coDYO2O7tkvXPtm2OypiZJNG1aMqxut01s7vXrN2rFc7M3isd+Rmv3HwxEZIUo7qmQwDYcozeXSqMFedeIHrClvXa0t5fKJuNg2+1HD3w2nfShSv459rshDkuPgzcnoOkdBR8Ywma/TU2SzHF/Whrqn0CctmKq7tq0D5o6OwWSWPQpQ269LZ6hmVzWFCqK67AZqIut88TLwhVCeRKi2/mcYGRpE+hnDUNePjlUD3HJiBjk6oi5pqYqgPv7ZGB2/wMZDjq7io2GbIcWQZJj0YU88qOlfx/Oc/HwBw/Phxp3QHDx4EALz+9a9fc61UKuHaa68FAPzTP/0Tme7aa69FqVRak5bLk9NxnDhxAn/0R3+Eiy++GIVCAWNjY7j88stx2223oRXhNpFPPfVUb5omZfOVV16J3bt3o16v45577hm4FrSsTIjJV8iwHfKXoXO6xApM1avOr/OK1qatC4I1MvhvXbtpQ1pi0KAYj2t6LSuBdO/4w+vB347a/6j4sylcvDbsI0ARQF08l+su/QOqgUtVXsNAZ/Ow73OUNtvEV+Ufpc1iHtR3VV5R26zTScdphBDFpytDODBZKVSnuHhdx8ZjhIvB27im6IetXyiypvMXxLrc1AlB6czzVMkL0rlyLuPRRx8FAGzfvt06zdLSEh577DEAwGWXXUbG4eEPPfTQQDj/bUr36KOPYmVlZeDad7/7XVxyySX427/9W9RqNbzkJS/BFVdcgcOHD+PGG2/EK17xCuOmF0HB9Z6ensb+/fu1uos2D1NWJsTka0jIPcmqXlZTY6uSK8fV9baaZFIYliQGBlVYo4BqNMklvctvGxkqhMFaFHmxrlgGQBjH9PtSmWd9nIBtg2sKd8Ewowhh6EU5ILp8o7I5DGLnGtfW5qD5mNJF8CpY5R+1zWH2qTBhrCThdbrvNQY+zooEbciGxTDkzsSAXeQMSzKDtneaG+YixkX9qG+xK1lTFZvNNMZRTzkc5bli1WoVH//4xwEAr371q63TPf74473ve/bsIePs3r0bAHD06NGBcP7blM7zvIF8Tp48ieuuuw6Li4u4/fbbcfjwYXzlK1/B//t//w+PPvoorr76atx77734yEc+Ym2HC0x6i7qLNg9TVibE5MsBvALg0w35wlA+DB5kq/n1AtUDq6vEVFMU/Is8Duv11Hle96v418NaZioXoqnwVN3hLoQmSPehWGBU153LMALVTe76kdOJv1XfVTdwIJyHSX+hFkcVlY36KpmUHFW+oZgsNeI28sR4urKJwmbbMpbvjcquKGymHCWbZyZKm+VX1eUZGpXNYh4mu+V0/QTC37CMNr0wzko6QHVTVfpxmLx73cNCpVHZIIfzdk12CsRdJETVgYE20usFAL3p/L3fduqqTB4FhrnVAF18chHK3zciKpXKwKder4cq//rrr8fRo0exY8cOvP/977dOt7S01PteLBbJOHxKYaVSIdOa0slpP/axj2Fubg7veMc78Pa3vx0J4abNzMzgc5/7HNLpNG677TZEsQG7SW9Rd1HvYcrKhHN4tqw7eCWga6eGBdWIRwU5L930APV1YWtyhv72t0Li3igKkzLVNWg6ReVw2wKj5NgQPdUwpOq6DVSeGhVPJqwqb0+8Lupo0k1MI6rgYaDX1XYgzjVrlUzbWzW0yZJDoxtxVukTdBRJJ1MnVxWus1312o3SZt1ja5Ibhs3yq6TLW36udDro8na12aWKIq8J9fFQRotpVXWnibS53jRVgcvtBg+T9dfJl4mZqqCpzjmbh0wHi5vqDYTJ8XkkmheLvwdkGtrwMEA9LmJ4WFA1hTry1Wr5PtsowUe++IgIxwc/+EH82Z/9WSh5/MVf/AU++9nPIpfL4a677sLMzEwocqPCv/zLvwAAfvu3f5u8vnPnTlxwwQX42c9+hkcffRTPetazAAC/+MUvyJ0c+W6K999/P7npxpVXXom3vOUtIWkfDWLy5YAwiZaq3aAqLjGurr0xybftIRPbU0o/qi1fKwiDznvvr8IJ0ClHNaJULS9706pGk+odpRpZ3TWV506l0+VJ2WeCi6fpItMTbhgDGLwemfbXf5EJndVUPdu6OKoGPRSTDfqaYCMjTJtVaXT5u+o7rAxV/aPLL2qbXW2V00Rts52e+kp8YLqwp1BUK96y/rOB7gaKf6k6krrJpjpajGuKL+uialxNNpjiqewZkplQXFcUqxIvH5Bs4xPofAmdL2BrXtBmUM5/o+H48eMD53xls1ky3v/8n/8Ts7Oza8I/85nPkPH/5m/+Bh/4wAeQzWZx8OBBXHHFFU56jY2N9b6vrKxgYmJiTZzl5WUAWHNO2djYGObn59es55LTyWmPHDkCALjqqquM+p05c6ZHvk6ePInPfvazyriHDx/G4cOHyWsi+eI2q/QWdRf1HqasTIjJlwMY625CwCusNZUNW9MGqHql+DVVnUxxCFVbJecjxpHz5pWvWGGqequCtLeyDONFW09KV0PrmKDKMFGmzmibhl4mg5QtqpZLfgjC6C60caCoPBlbuwt192EXH6/+6Kbav1PdZhfHmSpWG4fc0WQr6N4v6v2j8jfZoNLLloTYPkajsFmMY6pPqLCobDYRJKpPRZQRpc1WGKh6+j9IUTxwGKNVCodRT9nUl9SLTdX3VN0sX9M9HFTviKuuqt8c5IMA8uYN20FCPW8qsmZKJ36X/RIZNnWuDHHkSvZH/L/e4LW1ua4V2sV6jnyNj49bOeRf/OIX8cQTT6wJp8jX3/3d3+GP//iPkclk8KUvfQkvfelLnfXbu3dv7/uxY8fw3Oc+d00cvnvivn37BsL37duH+fl5HDt2jJTN0zHGBvLpdB3P3/qt39JO/QMwMIr34he/GNQ0xG9/+9v41V/9VbzxjW9UklRZb1E/ne6izcOUlQkx+XIA35RA5F5eol8ViL68WNGpwnVcQffd9joFUzzbdoQC6dDyxoX/lRt5U0Mqxle1ICYjTGEuDaspvg1cG26KwVPpVNdUJJPKk3LEVA4D2RAOJtGppApzuRalybrbpItrss/GLttrqrgu8aOw2eTvUnFUTlvYNlN6yDJUsqK0WZfvoBAxgvw7AqPF3+J3ql6ygUt9GWbdqosftDE1lR8PV/XA8CDRqSDUsOW6wxSX7XXX51uVTlV8ZHivKKUOB8/3yc5miJs66PCJT3wC73znO3vE6xWveEWg/MbHx3HgwAE89thjeOCBB0hC8cADDwDAwHlY/PeDDz7Yu65Kd8EFFwys/9q9ezceffRRvPe971XuGhgl+Jb8c3NzOHr0KLnjIWXzMGVlwgZdqrhB0Tswo/sZ2FlivZWzg00bKXIcl/iyw80ddH4Icy8uUxweGQVsnQKV0UEdDFddVNc8r78XsHiOAHVwC2+xZOZPtYRU74AYR2z9evEw6OwRKss8Wc5W9kOoeGueI+LayEyWbBSfdTFvGVHaLIep4sr6jtJmKr0cRn0fhc2yXBXRk9NGbTMVX0u8qAyjMFq+GXI9xOsi2wZjGNg2SGHJGgZCuYltnewyeB5bc2iyK4mKsmlaDzmDQoUv8vPHfz/D8b//9//GDTfc0CNev/EbvzGUvFe96lUAgM9//vNrri0vL+NrX/saAOC6664j0331q18lp/BxeXK6l73sZQCAu+66ayi9g2LXrl24/PLLAdA233///Th+/Diy2Sxe/vKXD1wLWlYmxOTLBUSjw7x+NSpu8YuBTzBQjbWq89G20rPtPZN7n+Q8PaEepHkLW/PpHcrMD4cMQ9mwZKiMDtIjGkQX0zWXLkpVd6JKpm3e3VvZe8b9rseBDz8bTPX86FTVxTNdj8xkjQxbPXW66uIFuU7FXy+bdbJdXqsobVbFWQ+bB8MGz9kT25J+G4O+w74RjA4S3xWuL1sY8YYBkYfYBnrgu/tKbSXRxsp/dRx7GDVdCZStHma53bZD+gDdZ15F/DXkq90e/Tbz7bZ10Vnh05/+NK6//npn4nXw4EFcdNFFuOaaa9Zce/e7341CoYBvfvOb+PSnP90Lb7fbuP7667G4uIjLL78cv/7rvz6Q7mUvexme//znY3FxEddffz3agrGf+tSncN9996FUKuFd73rXQLr3vOc9mJycxN/8zd/gr//6r9FoNNbodPToUfzDP/yDlW1BwHeEvOWWW/Dggw/2wufm5nD99dcDAG644YY167qClpUJzItiX8dnGCqVCiYmJlA+dao/h1f0LruTljmh8Hu3WK+Xi7eQuhGlqO4C2XsqQHaSxV5YXa+uykFTORi9NB532jGwOJzJEeWhAv5XVXi2rY+rYbZ52PQ6hwldgctDBapeblV8OUyOK9jpCXMPPX+Ys/ubrRFjm7UKVCf8KEx2ua7Kf71sVunvYpPpuo1dpgEVlUxTHq422z4nujhR2Lw2H7Fu9HrvFVMpbTJAZ5BtGv5X7vVTGW97o01xXep3HdxugP6FBug6WLwmlKHYYg12PA6mlZsRVZNni7DkDAtd0YnPPOs+4/5Zk9248AYNkAypVCqY2LoV5XK5559xn+1tbysjk3HbCGFYNBoVfPKTEwP6BMWPfvQjXHrppfA8DxdddBFe8IIXKOPKa58+85nP4M1vfjP27t1LTm28++678brXvQ7tdhsveMELsG/fPhw6dAhHjhzB1q1bcf/99+PAgQNr0j388MO46qqrcObMGZx33nm4/PLLcfToUfzgBz9AKpXCXXfd1RstEvHd734Xr371qzE7O4stW7bgkksuwfbt21Eul/Hzn/8chw8fxgte8AL8x3/8h7FcXNd8cbzrXe/Cxz/+caTTaVxzzTUoFou47777sLi4iCuuuALf+MY3kM/nQysrHeI1Xy4Qe1lE4sVrzB6pAASfVNtuUX/DhKnNkttQkw5BHMiBeKr4vTKUWKBSkAEawqB0LOTvcp66dKLeOseEcjjEdJRnLOdhAtXS6eKYrot6G+/P8FmroIsbhclB0svFZJvWJk9VfoCdfzpqmyk5vP5zuZdUflyWq802vr0pTRQ2r8mn14lhimhxPQyjbfMSC8aGtYphqrgUQVM1WFTdTOlHpZPD5fJxeTCo6yGBUl3XhEXpX3C5pveAajpU4YD06HO9PY8e9tOMfLVaoz8HLMxDlhcXF8HHR37xi1/gF7/4hTKuCwkBgNe85jU477zz8OEPfxj/9m//hoceegjbt2/HO97xDtx8883YunUrme7CCy/Ej3/8Y/yv//W/8M///M84ePAgJiYmcN111+FP/uRPlGufXvSiF+GnP/0pbrvtNvzLv/wLDh06hHq9ji1btmDPnj343d/9XafDooPg1ltvxRVXXIFPfOIT+N73vodms4nzzz8fN910E/7wD/8QmUyGTBe0rHSIR74s0Bv5euqptSNfwml//XM6+Hf/t0eMfPHfVPgooao4dRUjBfv4Uo9u73sAbIQCHAbD9uiqCjuopx8Atj26MWLEcEGI9aRTtiF58WGNVm0EuDaGBFzrSdemLUh8VZ9i2LAmX8Lp4APLObhB8vrCLiqVCiZ27iRHvn7v99Zn5Ov//t9wRr5iPHMRj3y5gG96AKztCZNqFwYGMHWXS7da6SUV/5rav6CVZJSVrGpQSfd9oBHyPKVn8Qxpwtdi2BtBOUMR97qu1QGh3KBnkq9mi9jmcwNnpc1na4fWOkJXUqo1zqq23jQZw0kvgmjZyJYHGcX4NqPo6j5Ab82KcEAgX55EsAzkK/RFVjFijAAx+XIB33VO7rIBuoQLgyNi6BBj6Yz/A0D7z9TImJBNYETtAFA2rOUCikZooJjiBv+sgfK+eQqHg77/Z51zGgJim88N6G1eW9fF9d/Zj7V1n/7Bj5LrUiSIIlGqmag2EykULpE2PQOgXNslkyyRfMk7/T6Dpx3GeOYiJl8u4FvnAP3phhzinHFxHRjQq3cF7gXxgNogszmG7U21WbOgSzcsxMp/jUxeDgxrR1aoQlKtGVDFp5QRb4RsYFiFHUSOKY2LTJUeut8U8xeuD3Zo9sP92+Z1v7PBe2pphmung0pGUJMJc5X5qPTR6T6szbYj2ap3LQqb5Xxt7scobab00unpClebeZvgbx7aD1S9V8YwYDijbaB6iExxdWFBrtk+tC43UzVzgEovl7fq4EOhDXNVydVknYoibEauwoToa/TyUbX7IgETf8vHrXDEI18xzkLE5MsFYk+M3NtirLR511D3e0CosgkqB9C3wybHKKge2t40pviuy1DV6PLfNsrYyA6CYW6aKY3LjRPLRCfD1NUZpJwczTCJc5Vhcj50Jts4Lrb6mK672BxED5vvNr9d85XDTI+Yi0xTvCC2hVGvyWHWdZ6LUFWYC3lQ1ZOqetPl5rkWrss1298uDw3JEiz0saz7gqhEQeeK6Nps104Flw4te6GCIK/T/S08g9QIl27kS9O+xyNfMTYqYvLlgna738tCjXpRzm2vMve7vxgnYWBg8AbWfgEY+K0S6TKoYwNdBS//Dov86SBP2RBHUUREqMLZjfW6cTFixDi7wL34sBoTjmdwPUOVlP7cyvDLIuhtC6NDi7s+MqlZy0XltV2e5OlIRogjXuLolhzebg8aHo98xTgLEZMvF+i6m3hNRPS+MR7OmBDPr5r8ax4Y6x6sKGUn/uXfXQZ1XBG4N0sjj5IpcwGmzbS/fmiAhIWtbJQ4m3R1gcouYaqNVfSAM5HCiB+WHFfbnsk2B4m/njYD9rJC1ZNXZ7by1qsesck3zGGVjQCLus12h9egg4wbDbrBQTKMp1lzbp1AqGS/SiRaYrhqw42zpfBixBAQky8XiCNfnAHJ85M5wUom+795XNVaMA/weKWG9a1Xomr3TLPd5KkMa9o93uCJzgolYKNiGN3W0zYxb5n5i60wv87D18gBwAz3WCHG1Sketqgok8XvqutyHK77etnsMj0oLJtNeoSBYWym7LAhg5HazOu1gfpOkYHtTbI1RAdqxFyX3pV4DStjFCB7Dql4/XBTEQcZsdrokEkZDwMw2HaLbbjsO8mjW7bTDjUjX/G0wxgbFTH5ckGr1X+zGPMJFuWIihWKOCImkjW5+4izL8suUNGpExG0Ylc5F9R3m5Es8buoj6lRov72koh2eXIA1hruWkg6T5MqIJ6HTTr5mpiWf9flR0Hl4dk4SjrnR9cta9Mz0NNLDseAg2ISN8xz7JLW1WQ5vnw7qfhivChsNl2jHpEobNY9Ei76mhDEZlddRmEzAwRnVCHAJYNhjRbjyAWgY7z8upiWkuVKrkx1mKlnQCWHssW6rqTjuRaxGE9uKuTrpnrCpWh1bb0IlyKiM+r+J/o9PEORTHlSHFU47/yWyVfMdmKchYjJlwtkz0qceiiTLP690+mH8ZEvomYeaBd6a8H8XwDW/BYra5MjJYdTFa+uMpYrXG6CTcXs4gwr44m69ed79KciMq8X5keXWjRe7pRy8nfKeNU1MY4sx+Sk2Hi+lOdOORlUix2kB1nlAdimE7+LyYUeUFm8iTvKaonhKrVlf9HGwXbRQ5bPodJrFDbr7FV1okRpMwWXekAnO6jNos66MuHfR2lzKHAxWgeZ1Mj1EVXH6XoYVHqo9JIbN+qamF7+Tj0cFPFS1eXd+J4HiCM2A7u29uL3r0MqFpf7bqrOqeaCKnITTxX106WRi0hdHw0qNriui1/3Bo2QSRU18kURMPm3qnAEiBtUjwrxErQYNojJlwv4cDiwtjLnJAsYrFDEWkysOBhDb51TIuFfTyR6lTzrJvV4fS/5s64NuooT6LiEyqGx8eupuHKlr9NpMIxSEuAl4nU3L+lHIzLVeUGUl0W1VjqlZYdFlifqQDk3JrImgyo0Xd5ivpQcOb3OeaOwRi4Vpx9MFYvu2VR9l8NsisolrU3eurxMj0IUNrvYEbXNNvFd4g1jMxVG+fk2OkZls5DCNQGdGeXwitB59aI8XR1pKji5HtN5/DYNlYo92IRTUNaJ6P3tUQomXsBgPCFrm6LWqaCCjpPK+QxTZDoduavSC+/+N0C8GMBk0qTaQEMVTpE0auRLc85XjBgbFTH5coFco4ovvUyyeJiYVjXyRTZ40teu4+pSoQ+IM1TuFA/Q8RUTdDyAiquLZ2oUhk5g67GrWCm/pstXx0ZdPEcdUbMJV+luSudanrw32FJN07VRxHd+ziSofEuTzfxv0Hdto0P2z10x7H0xwVW2iUOEpm/Yhts8ZEHYvwkuTDXozRhWjiNM77Rc1Dq+6QLX+KYOHp1uqvzF93ngETEpohr5EsNdR74A4yHLET8KZJ4xYpgQk69hoOriEkfB5G4qcQRCFc7TQazp7GoQ2dGxde7CbsPCrPCcZdn0dKoKSfyrg02rNgxcW+tR3ECTtznw/BIyNQN9QdS0SUP18toWreqxeKaSpCBQDVRQccIGVcWadBF1CuN1VXVaUXo6Q9WRRykQYy3kG2JbToYyDVLkUTUNpnrMVOcB/Yk3gfT0hC89J0NDqHhYkHCVExM//zHOQsTkywV8ww3+sosjWWLtxcPFWk1edySO28sVS681X+vD8vVg8sxqeat2VZvt0vHpAqpepJyjIPJVgzekLK/7H+Xli86M+Ns0MiQjDCOiyCMMXajycZHRiy91iXZHwnQE5v9n792j7TmqOvFPVfc5997vI4mAhkgCCQ/B8TELTMYMJPx4+YA1gzzVRDD4GBh5CQqLlxEZFBBRCQviyEMCsnANMAYMhGUgDI/oDHwjEVAQAgmQBQYkmNf3+733ntNdvz+qd/fufXZVV/c5937vN/Re69x7TnV1vbp67/3Ze1cVfxz8P78uqwmBOZ4m6yL5HmpHX+rj6eJ17rbO0KfeVC9hinK3U/hgCBiWQI3SeDnavAnl4de1azF2U7H46iLQWjtkxM2xxtWF9WT2oZcrVuYqqevFlelAmGfHjE9dhilNcDl6CJQWbo5WRKj5/B6ezuXnTsjoruHpls/tRi2s7WrpMNU1CZokIKMQQn5ulwRfXenA6Goa6bikEXz1IckdtTMnNJBlTPgYemL0DMQZSicgV60FA1CvB7PGwSmAS2LBGCNfVrGV+eQ9q5bdXOFb0D1axzf6714AoFZojEFca0qpfCjtJetcrC2pWmVFXkcxlWwWIpkUyY5quvBeHwWf3ytldwoNecx9PR3Hair0AUd9+9BnSh1L6jKe93GOhH5rrwufmwvjXb0nrn6PmvfKiIoasBZ4gXjlXbztWE9UrfwuoKTlSW2nKjjcAs9y9ZkYTVqTv11lTCZpTewD0nj5fb+vQgZLYFansxFrzu9ygFPO4Qqdz9UFsAiYpXi/IoM6hh2OtFdpBF99qMtbQNxObr7B7yUgRqBMYypdXNMARhjmNGPg0O7ElF2ZpiktyzC7mHK0WK4mvFEXUG/EERqLVI2cGvC9RCmom1uHSWmpkpwzixuBufaUlwqLZgzQ5pVz4VenzyPV6HvtMQPfm32WFJo/fB7y76lKrZzji4YqpuRzUeFcDchqBbfOF5MNicak72WKPDjnDLihE2hECsdjEi+kDvkyhp3U+bZMffy+BY9YxcxbRfIB6WLGPF0CLX5NA15djR1ppOOMRvDVh/p4SDQwJa04dI3AGH1i6cT9DPudQBp46VJauwyTQ3ie5jUL5ZFpWr2aYmMAHXClMPFQxXKwZCMWtarFxsbaEkO5XZqeVpbWllh7tPK08VqoC4tjrVhftdtjj0N2n/6HwHmsmV3D2DW3uoY+ZmmOPeauNoamk9aumIIfanesTcv0uauclLFadZ9T+hvrR8wglGKTG0wL71biu9n1knQ9vJQ0rZwQL+o78bsGjedZQAmRe2T9ar5202NYQrveNZdWQV1yWANhKUMUpAWQpew4mOLhCqXzspPb1P08R8/XSHuVRvDVl6SQCAkb+khzKYEwDrLkGWExgWUAOK/xGgDkAmvOBjMteU1rwVSQIpS83aAUAdDXshz7La52F8gpplDQdfodUx5CndGUFjlfQtpd6D4+J7W2x9oj+5dKPLtrfvcR9lJvTJHD2uPp6nLoPeByXKaHlGhNGQN0G8tIaRSzf/DvPJ8c59TXlqdpdcXmi1av7EOIN0nFWX0dg+/MAB6mFtMDDMl0WY4m52Q5Mo9so1a+xtu0+2UbV6htd2FHrXp+n2xWF1bdaQq1saEmwQAikNz5yxri5ExbpmlbxIdAGeXX1nZpnRkZ7EjHKY3gayiFlG2NCWmATGp30sVujOr5MiTVrYX3fnkgRmvBYBwy0wZgGq9cVddT8qYoKHIoUwBYUAiyL3UYiasxa3XJ1elGdZMlUEg5iYEl7d4uZUWWw++PoU+p8ISAnFZ+ChkD3cMI8M01dlpGqjaKBMVXtm3V74lGXY835d7Q7773rzr/ENL6tIqxl9NeuxZrRyhvyN6R+lrJ+zXQ6H8ES0p/oSS/CSFNOeihfCH+ERskuj826fu8rKF7tPbK5PqBYWHDqsU2JRUZzCOHSmKLPnM8Nr80fpcyH+l6aKdD/1VZ20Uer5TzuYAwwNI6IXUnbZC65N9IIx0nNIKvvhRCC5w4h+X5Q+GFUhqnmNs4kANqYUH4wrBsIaNljFahHA6lkAKt8WMNwClSBHUsomyf4ZkiDQlpbDHFRaZrHZPaf5dQSVE6UgRTzwfVAvORXcBCVWhzMCZjUyhkXebla1bmvvVqr2dX/i4FP8Q+YuXLMYwpZFqZfUBfEBRE8g959/uMKeVPqT+k52mgLMUm0adNqQanmD2mtZ5X2UwIxrSMRsHmdw1YKoiTA5qq3afwtBBpA5TysDqvdybU1cv/seEaImdTKMRL6Fpojg+pQxOdvkJReWhw5DXShfp4vlIHmvJHOjyGHY60V2kEX30oz4Esa36nMIoYmKJ0YlBAs1mHBGtc6PAt7tUzxWwyx+mDK/g9obKWpSHyWd4XwkJNBjB0yr8rwj4ErlMoVVtehRVvFchXKmStQUWD7NF8rxelD3huywAvKoP+97Um96GggpyQP5Ye01vuKCT1ZW1slhnTPmUAYVDWVXZXH/qQNIjp5ZnW9Tpf/W4mFMw7wNNWpZ33uW9I/tSJIfsdtH4giFK72Gefd3M3lP3QMKXi0yBRH50DXOkTNDDV99wuDbAB7d9dA2xM21VHxHWykUY6TmgEX32Im49jpHFqCaZCnq+YVJaALWDaN6YEqojtZi1Y24IqzwXjVayCVoEFhlJnvYZbkJlRT7MmxwpLRa67KY2Xkb5RDVn8r76HaulrNY5RH6NonzJjNpGdqndIO4Fh4Lbrnpg9qMthEkvXdOGdogW7E1b/usWMUH3q7SqHlxH6H42W6wIuobS+1redplQepg28MUt76Y8FLSMvY/eGy+RyzlXaAr9WfWIerlg6b5z0fEmwNnSeJQxYUez+sy2K3a1vpOOTRvDVh6xtrCzcopNidu/r+aL6Ej1fNVDg+dlasBo3Ks3aCRm7rCLS1wCa2KpQa3oWE9FMu2jVqDTVq5ZaXOv7atqZMr/49Z2akzsNplLAS18a4tFZRd9CwCJkD5L37hbtpCdrqDckVn7IphZrR7B+oS7X9S8bjthZMcuT0ughlgBOK5tQOzsxl+Fhy3Qx1UGo4dk26GJzR4IjSluF50tSyiBJ3YZ3ZPR8jXQc0gi++lCe+w/gGUZRLJo5QtKYrsm1YIAOsjSPWJfnSyOF2YaaebySxtd3wyIepN2wJi/j4RpWoZq6F7xDko5lm6QtZS+MxxA61k4P+s7/p9JOgKZVUQzzpPGwFRmQumgoD+uDxnedh+m0LL/Q7Kp7hReGqPc06vJ8ycORNQ8XMUWtHF6WZq2gDxnAeZ48rMYei/VX45qvkVJoBF99SIIvCZT6cPFUDSHkEROeLwBt61ArNpraubNrwWIU4qu8vlXSUO/DjlqTd1LR2AMerlb5gfGXMrvPXJJzaFUgay8CSKLYPF6lh22nKbWtqxz/vmBqKCgLKd9d5XS1aeRhcdppHpZKfZrNn2nICxrylPLvS+NWGjzn0JzZxRhh6BwuntbXw8U7pVGoc/Q9y5pPIvgaaaS9SuOs7UMcfHHGs+xqf1nGqjxfdbovx6DfWjDJ+JchrXlDhNYyCmcI7DnXLrC+5hwWt4/k3xU0EGokf57yt3ZPyAyeAtq1ctT5QWXz7GahSdI4maog87zLvh596t4JMBWeO8uN0UhtSvFY7xSQC4GsFDCV0qZYOby8vnX730ZX1FsTV2mQxldiPEOmay9GiA921RHjeaE6gAU+5pxJEovHwnjRBbw1sRHL332NZD/ia7s48FKLcfpv+s89XxQNNMTCFiIyLBP4ojXzwAi+RjouaZy1fWhtDVhf99/LEpjNGglYFG2tSzskMMSENG8VL4fqo2shz5dyWLPOkxfXgvnUxabutgLZpWzItGXK4oqOqocw4OVoZw7DxsmwDTocA66hhobSQ2BNIw3ERe5rnW2zkFcvXjZJVrkTNAS8rApk7QRY08ofeu/xAOSWtsSjPc9W0d8QmApRH34xJH+s3lWAAGnP8V9YPdIjZjwzM2gaYEIN1jodeuBax2UnU4Ad3Wp4u5WyI+xWw3skNlfFL3jasSbtPVSmQvxsS65bUBghpYc8YqFBlfekdEDblCzLPMiaTv1/Dr62t4PFjWGHI+1VGsFXH5KeLymI6DcBsVStVTIubk6Vv3k90oTHwZrUniW445y4AhUGw4TIblgQu4yxEo905Zek5zPMmkoVAcY0gEvdNRGAqRvAhlrOlRC66Wq0ok20FBR2sLT6nxrGmjVUQekLXIYoLsvWsaySFbt+rICRaixg30NTrYstBQ0Rgbp52k6PQyrA6wJHqeX3BVmU1jd/nzpS8ze/TSCfq/kB9/w7xiOMczXfMCQctMmjMRA5kWS+VoU+/4KhiKqRsop3VjRLmxsp73FsTnWx5lQRH5NdOyU/63I1WUCVd4UXUlqo8UAbqC3j+SJdhbxbNKGzDJhMGh1s9HyNdJzTOGv70Pp64/kqisXj4TkgMiZsIUrl1hxMSQ+XPAOM0nlb+Hcep83NorW0ZswsQiHlZzcU0T5KDaUPLSekT/jfhozGog7HvnFFoq6BCcB24xRM1FaOZF+oDP5/4bov0FW/Q3rTTgCaofl3q47Q9Z2Yw6sCg3ckigGREC0LpmL5YuXvNChbRR1989fhxdWfmsfB1bxk0bAkK+MFEKfhg81AnbFM4eeXBW/jeRSmyFlnl1Ghr7itaxN8fxXvbWwOdl1LmcNBqsezBErqhNIxrbN9PF9apE8XaZNYhhbS9Tz34Gs69f/5Doej52uk45BG8NWDSmNRkhAxDjAZjK3c4cZ4S6FkSMsQB01AG2TxRadc8qR4vgaY2mJAJpSeYjGPUZdFM0ZDhFWqNZm3rf3bLDwqNT9/bF5raVl9m4oBbql0UNYyKIBKtov+74Yn63gEZTtdzvFW9xAKgYEQrbJPfYHIqsrpC7K0sncaZPUGZRWPUUmmEy+qmFYrrJnxrfpe04C+ujgBdFKBcl2Ngh/6Ul9ZEZNHsh9DZFeMli+LMRb6r523FTMca6BsVS80TUZra73KGVMDMmczwGQAbD13ykTD8Ugj7SUawVcP2tw0mE69xDHOwDqDDBmsLWFCUpczMM1qBIQZl1wL1gWyQp6vIPk8PkdZfWfWTnYvWUFT+axW7VAANVSR66sQLlt+rI4wGBMXFAWH/tdfhWDnjzsVZPWlvQayvldBGdWrzadVtkl7d7pA/k6Pw/EGsvq0c1Ugqy8tW77Kw3iSZG+J/JHaprX1WPO2GMl+rBJ4yXJbz0ccmtyQY/8TOxYDWaFwRC54YkZnLrRCa7tofVcFvjwAy1C4DOXc+GooP4DNrR0a5JFG2kEawVcP2tz0Xm8AsMYgNxmcBSYTC78OqGI83GXON+LokqhDzWQhUAYEGZ2R6VVeF6p+lxXMVdAyikXKo1hW6esqm9cxRCFIsdDuNhBZJSjba2DqWIOyvtQ1P45V+48VyOpbzlBQJsuItakvyFoVz1vVGIXayOtY5TwLGSakgWqZencKUC1FvE2uSfNqCQNTIQ9XiucrhUL5OOgCGt0jtLaL1ndZC8CgdAZFmWFeWMznBiWrZnMz3Bx5DOtu0LGoc6Tjj0bw1YO2tpoXPbMGbmJgbIbMGtgMfvN24YpvecRovZUxuktfErcmAYuMS1qNQunKLohB0njnXhQ2S1CqghLKs+p6+5aRUkefekJTry/QWVU5oTJXVbf02KSUL8vlr9KqlbvvdQp53UJKdWo5PL1P/lA9fYFRDHzFDDN9wFTfPnS1tWt8efm7Od/lOyev8Tatql19x3DXSfazq980OOTdikXphNJ5OTHBKtfHB9Z2Oe71YuDLFQZFYbA9N5jNDQrmXNva6jlOI420B2gEXz3o6FHyhBu/wY7JYHOHzGaweYVRSn+WFjnCnGFrwcgLRgAtJD1CNJT78zq5BsrB2oI0pzRaKK23k7ZXjwnC40URTQFle6UfIWCxqnK05xarY5XlhO7b6br7ln+syjneSYIGDSiklsPLGFKO9Fr1BTRaean5V1X3MuWEKKX8Yz1/d9vYsZPAK/Z82mmBTlIyHZjslPVYITC1zOD1vS8EwAyt7cqBfAKX+y3lnbVedXLAzAHbc4OtrUaVArxeFqL5fPfn6ej5GimFRvDVg7a2vDfcGA/C/EttalxFhxja0sI6i8xmntcQc5NSDGgzRW0tGAdq/N4d8nw1V1xrLZgTK8M0fhbyKIQoFUvuplDV2tTaIDKBNA9LLD1WRl/qq+CvKv8qwRq/vpt9WFX+1HKWKet4pRAoWLaslHK0/LFnsYryh9TdF0ztdB+GzNdUHqflo3R5vYt/auXxtOMJnMXKMvXH1VtNmGXWdq3C88UHOaar0DXu4aLNwwyt7bLV2i7fq9IZzOc+6mhzEwvga/R8jXQ80gi+etDmZrMGlI6W4BsPeoZokMHAGAuXZX4Dixj44pq9ZoFaBUfnII5LMM4YpclWAjg0/XVoNqZfxvrYx1KtKeVDSSoisjyt/KEekz7poXw7ofivCmTtFliT98j7+sy/YwW+jlX5x4o0L9Aq+7hKcBS7JwSmUvsWA5yrAlOh9JQ2LfN8usrpoi4e2ZcXp+Tv4hUhUCgptc/LiPCF51xfYN9r3OUWARP/7ITnixqpfaffwsMFYBF8VbqGg0WJDEXpQws9+AJmM//Z3vZgi3u0Ymu+Rs/XSHuVRvDVg4rCv8zEP2azhp8URcVnjMEkz4DcwOQ5rHXNWjC6ufoYoGGIlJ5yLhgxUg6qJGgauuYrSA6QJwkvSZpVMkUwArqhLWQZlZZUGu4uS2qs3XQfL1tSzAory+pLq1LYdxtkLQN0UsDXsnWsIn9f+l4CX6suX9azW/lXAcpidawKTO0WyOozZyXvDfF0XqbktZook/fJazItlK61TysrJEq1MVr5/HfBHz3KcO0dDVM8XyEBHXoZOPBqhReKjTWM11HKem2XxbzwOxuWzqtOW1sefM1mbc/XCHZGOh5pBF89aHOzAVtN2KH/78GXQZbBn5WSWVgDmAwwxsGUJQDr14IBAB2CQsxPAqmYVt+XeNlcqnCwJrWGlLVgS9IQgaQJwdA1qYDwe6TyPoS6FA8tPZSmAYqhbRoKLFLq7Auy+vZtCPjq27e+5Qxp65ByeBnHOwDrC3SGlDVU8V8VaOoqh7c91q/YfasAU31A8KrBWqys1O9a/aH2dPGZLt7D2xsirR99aTlAxhmYWNt1LDxfGkldQm6ukWXV2i4PvpyxcM74tV0zYHvugRY1ORZ2GPN8jTTSXqURfPWgGPiazxseQ4y1Jcic8WeDGQtjMxgaebmgiHN2AkypBzfRPRLIrcTztVAZAAPj/XoK6XUM4fEhS2dXmbH0kLzR6gil7TStUilPASIp5fcFX6sqJwbmUupYps99+7AqGtLnY0F9gcuQ8mU9qy6nD0CJ5e8DmmJAoS/4WlWfh4KsVIC1DKU8ly5ZQeXIsVgGtPF6Zf7hQG3xhlVI7XYVLuz56st0SM+QBls6LLkVXmj8Rhqwfl3X3B9x41w7tHB7uwkbHAq+xrDDkfYqjeCrB/GwQwmwJPgC/P86HBFABoPMZMgtYGx1owa+qAD+Fss3WmOMkgHyvJrny9rmd5bp5VflmPq7a23K4apjmWkjDp/aTSHe3gWwtPy8vCEUKrMrLVbeTivlfcsPAZG++Y8ViDuWfe7bh1WRNrf3GgBbFTBadR19gcWxAF9d5fct51j0eTdBdmodoTbxNvdpb2yMYrKia8xjABFAvbGGZTJX3Vgj1BmeTiCLnztK6SFBrG0CpjaUAS22fqvWRZS1XSX8xhrzmUUJrz8Q+CKQJcEXhRzO52PY4UjHP43gqwdtbra95pxvxcMRAWsNJlmGaW5g8ww2c56zlqXnKEDD7OhmuZMhpdP/IYiDc3y6nzoiLVZ0TUpdDeCtiGJFasouF2L8/xDai6BpVeXcEcAXv963jr0A1lZJoWcAhJVE/tqH3hdN4Q0p+LzOne7/qsDRKvJLkCDTZHmx9NQ6ukBW3z4sm5+3sQ/txlwKjV3fcrvAWp+xWylJYMQ/sbBDDWCFyg9RaBJInYD+08Ya06lf31VtHe8Kg/ncYFZYzKq1XSngizxio+drpOOdRvDVg+Zz3fPlXLMLIn/ZOfjKMsBNDWxmkVnAZahMW+y0wAq9tc4Fo0pTNDwOpFI34qAyyfM1EMEYoOXx6ltEX2Vd3rcKZT217mMNyvYi+FqmHN6HVY7FboKvlLbuFqXoVKE2a/dq9+0m9QUuMu8y+TVdM/a8h4Avre6uOo4V+Ar1ITX/KudSF8hKLb8vWOP95gaPlPyp7ViaJBOLeb76bKwRarD0cJnIxhqVejIvge2ZwTbbQEMDX0ADvsj7xR1ylGekkY4nGsFXDyLeBTQYhYw99Js7iuieeiMO57/TpoHGOBhnYUoLgwzWUhCfawokoko0CxfP00UcXPGyOJosy8aVx0GZWoerkg2skanhI8xizdMU9a78PN9OgJfdKmcnlP4+8rSrTTsN4lYFvpbtc0rdO13O9xKt0iOySrAmAdQQwJFaxyqB4l4AX0Pq6FPvqkGWLEd77jHwHSs/1nfSI1q2UX7dl6LfrAEmvomXlPOxDocaJ3UMbW2Xdm4XDJzNUCKDKzOUc39PWRrMZsDWNrApPFm05ou2lqd0boeez5uuAKOnaaTjk0bw1YOkwagoPINwrmGaed7mcfxcMM7ziqLiXwAyWOTGAjZDZnuCL86FYg3nAEuWByyCLN4JzmTLcpH5Amh2QfRMdyeoj1Ir5VFX/r7lp5azDEBZVTuH9GuvgK+u9qaCr65yhvRhmXKG3t9HgR1aT6iOvvWn1LOsR0RT7lcJ1voADum5OJ7AF293Sv92EuAdryBr9UQMQ9kIIzXskIjSpecrxJRIoZEkD0zuAF8lLOYuQzEzKHyP6pUW3MNFzaIt5Xl4IdAYvrWuxeYFD0/cLUpRyUYaaQRfPYh4FxDmVaSgzGaLmwzyfOQh82vBvMve5hlc5jzfov1VKTMHT6viJpxhS5DFG87r3DlJozZPNlXrel9Qtiogcjzmp99D69hp8DWkHH49pX99xyO1nbsh5IfUoY0RkaZAdr0/q6K+ynTseooSvCqlXKs3pqyH8nelx/qxqnKAtpxKyb/b4Ktv/thzCIk4LX9Kf7lYDNW3o6QBqZDnK+WF69NgPkAUdjid+v/V2q6yMCjmFtvVGq+yaob0cPE1X9zDJcEXX4VBNIKdkY5HGsHXQOJ8jnY6pHQujMnzRRt08DWpjQHJIEOG0jrYDHAGgC2BJj4RyLLha8GGdpCvH+tjIh1QFf2n6uSut7F7+yj3fZV1mX+vgamdAF+x/HsNfA3pwyrv2clydoP2Utu6wFGIUpXmLqVc3jMUTIVoN8CXvN5VTp/8q2zrscgfA9Ox5y/LSAFrcv8J0gtWQjGQlRoNM4Q4yKo8XI4GK8+rdV0TIM8AU22sUQKFM15lYTvayy3lueeL1nZx8MV3xJdDESOum+0WjWBwpBQawdcSxCPz+JFc/Dpt0MHP/yL8ZK2BtYx/wluGjHEwsDClg0UGa0uYHHDOsS3fK5LSIFVDlfdoGkpMYvDOGIMKJaYO3QLISgE5IaW2b3qoPaEy+PWucmRZew18hQAQ/e4qR7tvFXV31T8kP78vlCekZMXq3kuA5Y5Efce3L8hKUc5T7Eshhb0rv9ZWmbZTAEWr+3gHX7H203ct+iQVrC8zbhIHUb5BGwW76gOFgQbviTDclBdMexAEsii0kMILjYGzOUqXoSwt3Nxvju9cs7Zra6u9hisUdkhLOcgDJnUs2fwU/j3SSHuRRvA1kOiFJwYrmb2Wj/MxvguiPM7LrwUz1blgFrnJkeUWoBhwGW8tGyMX1tJ3Tepwi5nGbKWGKrlhfY/1h5nZrA8Gi1KK7Njp9K62pQK/rrJi+UNpy+ZfVZ+77ukL8IaAstSyQ2kaWBuF+t6mVGWavoeeJwdtWh5ZXgq4C3lQpOKo5e+iEBhIvSe13lDa0PzL9C0kmoC0ZxYDu6H7V5U+mByETGfMUa73AtrXQhtupJ7bxVEiP7dLWdvljcYWc2ertV2mtbaL1nBJ8EVer5SNNVKetUaj52ukvUoj+OpBxHeIOA8kktgkdC6YDEfkgsBawBrAZRbGGrjcwlnAmOpmcqcB/j93u4UAWJdWKTkY79wOhx1q1WphhyFZsxvgqw+gCV3rKkdeHwKOdjp/rL19aCjI6tPO2LURZN1xaSdAmVYeL2sIyEqd+yl9SLlvKAhaFtzJ9sr7QuXI66sCfkPT5dq4UFt38BhMTzGQ1SfsMDaZ+MYaHHxReOFk0ni+nN/BsJwbzEuDedE0JRReKNO5qsHXe8n3SBtX2itspJGOJxrBVw8igw/QMApAB2DGNDHKHB+R0JXgi4g8X9YCk4mBMQYWPjwRFvChh2iYbVW4oYr5jiB0nSrWKFW67iClKMEaUJBGQIk3QzsjrRKUhfoSstjtNTClta8v7TQo66o3Vo5s30jfu5QCyuh/CiijsoaCshh1AcU7EljT2rmKtg5J184JJnnMI1y0NhBJHkbP7ZiJWd6RlEZQhym00Fof8GgtkOXVJ4PLvBJTlkBZALPCeE/WvMGABLC0XQ3J60UeLinPZRfkRotE+ajFjnQc0jhte5AEXxLn8O9yA0Hu+qZ7CXxxRhNbC2YtAFfCOgvrMhjrYGGqzTmwGDqoafx7QAOVhjvp5YqBrJhTL5Rfu7YK8BUaylA5XddC5cTyhOpd5jGvshxeHk/XlFupF/B8UrnR2qtdi5UfKq+LjrGtYqSKVv3ctDkU8tzIOax9J3bM02VdqwJZvL0hEbBMOSn5+X2xPLL8rmuxcmJt7ZPOx0sq91KWE0nHEKfQyS5a+48paYOhgC+f16K0GUpn4Qq/vovAl1zbFQJfNC7k3dLAlyZ7SIfiS82IYuBrDDscaa/SCL56EAdf2tInLpC5pwtYZADcO8bzcc8XjyhorQUzFhky5AYwuakirNEgOuJUspEyni9Vsq6A+gAOLewwBL5WAda0soamd/W/DyjrQ6sqh5chy5WAqUsZ5ffze6QiJPvA83EFRoIwImsXFV8N3IX6N+QVCCmbKaBypDiFnt+qnptU+GPzVptPobkuy5JpsXdEq09rR6xfof4NoRg4WkU5Q8pfBcgK1c3F5sIRlkYvi/NaDbvE+hQyLO0oaZNKcyfRb1rXVSkv3gicYV5mmJfVtvFoQNa2Ar7k2i6S63JjjZi84c9G4kFg9HyNdHzSOG17EIU6A+0QBE04SwVYutXJekMYSYKsIPgyQJ4ZTCcZbGZh89zXDdderVrdbHilBM6IujTlJUkDQVRFilcqNT0EylLDEUPPrW86v6aNBb9HjtEqAFOoTasiTRmO/QbiioW8puXVgNoy+bratAoKtU9TBL9XKfROAeHnt5PjFqsrtT1952fsd8q7pV1f1Xu/0+CLX4uV3wWahqaHwgtJXmhgSttMS+O1Mp2DbymLJBjfETAWYjqUTmjGmGbr+CxnG2tYAMbrIXOD+cxge96s7SIgRSBre7vpK1/bJcEXqSva2i753Pg+H9UxYjWRTqaRtj39TtNOyN6R7ng0gq8etL4ObGy0wRBX8qXQ1JiyZL60WJTu5WvBJPjyQsNgMjGAAUx1rzXw3i9rYTID4/xasSDH10y2/HdMU1gBSTyogTLN+9Unndcjlbw+4YurTO8aj1UoUKlgcFUUUnRWXf7Qe7um8qram1rOKhTaIfWuglY1l0KGiN2sO9SeZeta9fu2St6QQiFwtExZqbxhGTCVmk4f5xoARrJbhgrSPZpzKDVd2+p+R9/ZFKbHr3FXEnP5uSz3H5sDJquXPswdsF34EEPNwyVBFl/bRelAe6+QUBckAKYznPleH1TWSCMdbzSCrx60tuY/HAxpyi53MklFgxiO3KyD0mgjQ+75onTpEaP7fTgi/MYcsMhsBmurcEQqQLs5Jsl3QpMWJMERB0bcYiUBUyooi4Ev/j/UnlWnp4wD/d4N2g3FnSszUrEJtaNLf+jb7lj5fcqK2SqWKWcIrRrEpdAQ0JRSXmre0PvRtxxZ3pByutoxpPzQ+7FqirVjlbxnVeBLpi2bzndQ1+qU71YqyOJ8jvKEDGE78qw5UumS7fSfwBf3fsGghEVRWr+LIdAKL5QgKwa+eHhhSKbzptLYs+bAmGaTxenUfzj4ms9XPI4jjbQLNIKvHkQMAGjilIl5cC+YthEHsLgAG2juow8XDBwkyHBEoLHWZdXRWllmkGcZTGZhM+cTOXojBBdaNMUpJIl6SgwNBEnAJMGkDEnkY6B5yjRGHgJlsW4f7+ArBdiErncBnL6/tXQeKhJSjmLt7As4+tYRKrer3j5l923PHZX6viN0TygtVE6fsvu+s/K+2DPV8strKe+QVPBlGV2/UwBg7Hcf6gu+ZN6dAl8xUNbHwyWjVmgOkOwBFp+tDGmkPL3GWZsQUrHQ7pEdl+d2UQdLoCwNirnBrLBefsLL3u1tv3lGn7VdPLyQe6lCaoeCB1vgazJpr/Pq2nBjt3ntbhlPRzq+aQRfPWh93X+A9i46xDCI2ZAlRgtr05gyBxocfPH7JPgiMDKdNvdMcoPp1ABrgMmcD0c0AFAAGWBgAGMBV21Nr6EiopDU0g5fNFWseBUXTqVI4CS9fKkgiz48nY9nX4+Y7DqwmKbl0wCSptQso8gtSxIkhBS7kBIXKo//joGRWP4UJSjWjlXUm1J+an6tXavKn1q//L6TpAGGZcraaQPFMnX0ATPLlq+ld4GsrnYOBWdd5QyhVRhM5PsTyq+9Z6H8stwu8EXeFv5suNzm+fnZUxx48bXish2tdeQAjPMy25lqGQHPKOMZYwJJGSQHVB3L4LIMsHm9pXyJatv4agdDMjTztV0EvkjOUnghgS8ps+XartAYEOiaTtt4MM+byKO1tfb4jp6vkY5HGsFXD1pba4Mvbmyi7/W5gxXz4Tv5hMLdgCadeKoMO+SMiG/NWhRUp0ExQbMDkTMVg3IwyGBhkGUWNstQw6MQQglRRBI5WDgCXwIwSRAlq+VMmZh1LERBK4fu0cY6FI5Iv2W6tM7FnptGfZW+IdQFpmS9IaV/p8HUEPAV+h1TnFYJ7kLAJtaurjyynlCeVCC1CgA3lPrM6xhg6wI5Q4DFskaQLnAk2xEDhKH+poCvUDqXOZyWAWsp49PVt1XRkPdWCyME2mFrXTwjBr64h4uMovQcuIzS+A//DeieL0qjsuq2wYMva0y16YVSkUQzsUESnXMwcLAoYFEWFq4wcM4shBf2AV/a1vFSnmvPjY81OeImE2ZYrrxe6+sNMCOazcJdHz1fI+1VGsFXD9rYaDbckOCLmDKFBPJQQWJCIYHCmRJnwBwMaGvBqD7pEeNAzvNtD7yQeSZuTQW/3KLbKMqnQhIKBnAV464AGPWF2pLq+Qp9Qh6xWDiiLB+IKzpdYYr8N6cuJTFFcQkp4FLW8jyrUMA1ZYf+c6Eo/y8LsqRi1AWwhtTRF+B11Ru7N1TWMsDvjkCrAkB0LfQ7FTCF7tXuibVnmfTdCIOm3xKsLasYrhKsdRkzUt4zoH3CCr8WAlP0PwS+JCDgz43zLc3DRSBK4yUkq2Qb6HvL8+UAYwwswDxf4oFSAZGH4dTBqLaOL4F5aTAv/Eeu0+LgK3VtF61ukDqAbKLkefQh8EVgi2y8k4kHXuT5oo3JgNHzNdLxSSP46kEUdkjgC2iYCzFPuQOiXAvGrUhEXPHnzJinc6EQAl88rno+bzxiWQZMJgblBJjUgsXBwPqDmk0JkzmAe8R444i41KklRxNqSFYzLqAlIJT95Z4vOU5dIIvXIT1lvO6Q50sDX7KdnFIVthCFFEEaWvovh1z+7qJUMMAfpQRafa3Gcmp01S0Voy7wFUun8kL5U9aaDVH8QuWEQJxGof6tkmLAcZWKuUZdIKhP/iHArE85kq/E2pNyXSuH871YezTlNbVOLcyayxGSV33HVKO+z4GTfEdi9WnvFccgGo/k49HFkzg+oSUE/LpzPp0DK25YlaAs1lfZnqDnywDGGjhj4apNtUCbaMlGhAbV//CbaBiKTvFyu3TAbL543hZ5vmQYIfeIybVdpHNwuc2fqQa+aAdDubaLNtWQ4Is8XxJ8jZ6vkY5HGsFXDyIGADQMmhgm/aa1YJI3EnMKKfdS+BEzluCL0qmc2awRGnneADDusueWJAJlAGCtgbUGmbUVk2saYFCdEeZb1zSq/t9wNAo3LB28M00I/C7PlwRlPPQwBXxp5ch0qWTw58Dv0UBZKF0+w2UoJqRSlfIhgGMBSy+Rzs+ui9XNy4mBL9nWIYAwtQ+8Hu23ptOkADCfvjhJ5ONMBWueXFWk04peJFPVZxbrbRWTWFarwK6WBua1VpVXCpd7D1PAAAcoIeCiAZ1Qe1I8WZInpdTR5b3vk843cEoZVw30xahPXn4P/59CoXeWf3i5mhdK8siu95f3Td6vgS8ekc/LDoEs+k7pVK61XpYaZ+Cc820BFeqam+sBrN4f48EWUVmalgymeshbRSCL5C1P52GHpG9QfkoPyWc+npzqiJys2TyDhxfS8o4uzxdR7JyvkUbaqzSCrx5E1higzXiBNvjiwEkKRDq/ixusQuFuJDD5Acu8bFrvxRkXWZ/4RhwEvubz5owMwNSLWynG2hhTAzBrDBMeDXNfVNJMqz3cAyWBF0/nC3H5OPHFuXzXSAnkZDoHaiFFZ4gCFEofSlLId13rCzY4sJDpmsIhQRC/pgGXrkXpobpD6zFS2kr5+4K1dPDlmmsLz0Vq96wOuAqHtCeGhk9MXUaDdNrVEDNInGR9NdcYuuf/u2jJ/E3tzQA5XlYzPAsAzcFU6fxB87LqBJ+/KqPpsmnxgBTgwq/FwBQ35Gg8h+6R3nWZzvPzvNKboMmMWN94Xq2tIYMgAQaNT/L8oXT5vevaEEo3grTffQmm+oIsXof2nfqn8V5g0WlFaT6faYU1Ohi4KmKlKqX5W8ln56r5zQyglEZ6AZerXeCLPFwcfM3n7a3j5XsQWtvV9KvxLnL9g66TkXhtrVnbxUEZ6WAcfJFONtJIxxON4KsHTXKHSV4paqgYTuGZnWekprX2iwsiuRaMC0nOqDWhLJk7ebjm88WNOIi5zmaN1Yh2DyLwxS1PBMyIEQJmQSE3FRDTSGO+XIhJkEVjwBm1xsQ1j5gGppbxiIUUKk050BQILsDpuvzOKaS3hhQH7VoKyAoBKW2dFc0DLb0PyFoFKJP1SqAo02VZzfi5Cki55gByoAWUFgCTnARggKkvKo9poH0nmZbel7rK6QuoQhSb4NV/w9Oqj4nkX0iTGqwoC8YIgOeBmRN1EIAjQEff/YZFtG61ypMAviRoChl4VgWyhqbLvsT6EOp3Cu/k/zmwaT2DwD0hvsrv06aAlhbjnRo/1NJDa7ti3zWPG9A+/5OmMi9bjhn95rJ4kUz0eRJo4gCM0qUni9qogbIY+NKeJ9B+XSX44hE5EnwRAKOInDp94j9ZBv96OtQ6mUZj2OFIe5VG8NWDbDmHLed+tZQDMmOQZwblxPgd3F07zJCYKPfWSCDChR0HYfRf6mi0tosAGA/1yvOGMcqwQ2K8GviSx3zQNfqkMK8uwS4FAveGyXQ+Rpq3TO5q2Bd88evaeKcwTylUNUWgD+kgQk9PBTv8/li6PNCyDyiTaXI75pDHql+6q3b+cjCm+d4QhciyUNmSPWTnJ0aDzQLAKSWdfq8yPURDJuaxoNDkjeWX960w3SjpGuij/I7SrQVMM/Ecy09HaRC5agY6Z+rvpAR3eaViBqGQwWkZwxKld+08K8FXKJ1kmjY9U16nrmkhH20sH6+L/6d82nThMrqL99C0oD5wABFKlzxQTjn+zDT+yj8ceHURl5/SoEmgiUealGV7XVdKeCHJZg7iQs9KjqH8T+CLjL8SfPGwwzwD8swhM57Hm7KRAbYcd9wY6fijEXz1IeI6MDDOwDq/XmoysbCZWQBfPGSDb7QhY6Xl2cdEHMTRhxgXlcOVaWJms5l+RgaBMu4RowWuKeArJhA1vVIKfWmNk+d/yPyhsMNlFBTetp2kECgLKQOhkDqpCPD0VE8TT5PPk4SeBGYclEnAJtd28fkSA2b+dyUwq++WwJSp1VcvXEFgqho8AaRqMBVzG8gXKJbOr+12eoj65j9WFAJHXfdo+XcrnU1S05UuXirXKr/9stXhYda01t54kAaUtCtsPR0XAZtPTzMsaYAplD+2I6yM1OjrWet61STo4Nc14LST013WEwJ4GoCi79SXWDrQ5oVUr1ambE/KKyXHjT9LKVP5phop4YWUn4MyDsD4HNBAFm87yRK5RIIDLR5eqIGvzDrkpoR1JUxRohWeHd3usIRzZeT6TtBu1zfS8Ugj+OpDjAMZGGTGwmVe/lLkAIUQcPBVlg0oI++TFFicaceEXYzRZZkejig9X1x55mCt2YijAWbEMKkODTyIoVHbHwpH1ECZJuDl+V9c4AzRZzXdm67L3zFdsgtkLQO+utK5MKN0CXYoXYIjWT4HZZTGY/GpvSHQx8G6z98Edlk4GFcyb1XloXIlTLVLi5EPRzPRaxMG0CeB9nLxvCENcgiQot/yf+j6HQ18AeFJn5Kffg9Jj9WtpccmcUyDZOkLoIy5OgzPS2CtLst6QGbYS4UKsBnrj+ngYM0tejL8NZ1HSrDGwY4M8ab88p5Y+RLEafn566bxdErn11NeEQ2gdZF2Dz0a/julHMlGQgCKvvPt77nc5mGHfGrRuIamnpS1wOJ4SoMmXac0Hi5I6XxXw661XVSHZEtS5sjx4PoE5SPwRWArBL5obZc1QIbKWFdXjMWJMtJIxwmN4KsP8dWqxsIag9x6huBM2/NFzI8YLfd8cVDG14KRRwtoM3wpfDVmz8GX9HxlmR6OSLsNyR2HZDiiFu8eEgj8e0yXDll1Qx4ueS+lh8Bal84qhW5XPk3niz0LqdsBi6EXfDw175Mm1Lgw08IFNe8T1xFlKKH0cMr0pk3V+inrz/v05TehfAYljCthq62QDe2Y0Ho4DGRJLU5qhF1mffmQNbN7H/O9LG9ZANYnPUR98x8rGgK85H1D0mN1h4CX9mLRtRgoky+azK9ZKKrvHKwZYTVxQPWd1416V7syt3ATfxgugNaRHkVrCi9ufMSnjxaOFksPgayQ0Uzj80D4deavbOx1pnR6HPIVSH01NP6tyQCqW04L7T7KJ8uWnj7ttZDTieS/Vp78HmJHHGTJ8EI6BDllzRfll+GFcpy5PsINt3LceYQNTXFa00Ufkj98sw0OvoxzsM55z5fzsqTV8e8xuvjii/GMZzwDAPBrv/ZrePOb3zyonH/4h3/Aq171Knz84x/HLbfcglNOOQX/5b/8F1x44YX4gR/4geB93/rWt/Dyl78cH/jAB/DNb34TJ510Eh784AfjRS96ER7wgAcMastu0bvf/W684Q1vwGc+8xlsb2/j3ve+N37pl34Jz33uczGJbJ05dKxCZJzbqxJ979Ctt96KE088EbfccANOOOGEOuzE2Qwuy+EsmfsN5nPvxt/cbJ8CT+lHj/rP9nYjzLa3ff7NzebsDGl94gcXahSyMEmQpYGv6XQxXW4DC7SvS4GkkQaoKF0DTVxQhBQFrRwNxPH6++jAKWAtZpmUulkIZGk6nOZlDOl2Gvgib1XbA9Xt+VrwWJkKYGU+3MMYNNsTuMqLVa+jEg8u5MrUTOt9F+tprs9Yfk1LiYGy0GQBdLN9132pIC5EffMfSxoCwIaCKfrdlR66nuL54mVoLmj54oaAmUyTLy6VH7KaiPwEypyx1ccAbP1ZUcpXqu1B468JlzMyXXpQJCiLhTBK8NUHrHHgFeLlqXxbTsOUKaPx8tTHRvfwXfwIlPSdLjGS4JiPdQh8EcjinixK5zoGf2bac9aI+kR6BB8TAlN863hKX18HNjba53bRlvKU34MvB1OWQFnAFHOYsqhkj6dbb70VJ552Gm655RaccMIJTdqJJwL4DoAT4gO6croVwF1a7VklXXfddfjxH/9xHDlyBM65weDrPe95D8477zzM53OcddZZOOOMM3D11Vfjuuuuw8knn4yrrroK9773vRfu+9KXvoRzzz0X3/72t3HPe94TZ555Jq6//nocOnQIeZ7jXe96Fx772Meuoqsrp+c85zm46KKLkOc5Hvawh+HAgQP4yEc+gptvvhnnnHMOrrjiCmxsbCzcN3SsYjR6vpagSu75A+MN4NBm1LT9PDGuomi8SdzCRuEGUu5ya1/sQyQNsVRWzMM1nbbXggHtnYi61oKFBEVImPL+aDqz3IiD598p4n3QQKWmB9J/zVop02M6HKCF7LWFfoJO1gJfMlxUzklfr2uUAQtY6z1bALxgcwVMWcLMK0GnAaAurSymrUnpXtUbRet9wBovLzTxYhpeVzl90mVaKvDSvst6jgWFXnztJUkpYycBmFYPMbLYdV5ODHyFtPLYi841cMofeqFFuqnSjQRl1T25yeDyDK4yBgIOpQPK0gOzskC1XCZ+RAjfWIG/KqmeMvma0/WQDYTSeHmhV1d73fh/ot2wWfB20ePUPF88r3OL0yzm9ZL1yefG28DBlxZeGAJf2tpr+cyoXfJTlosgU4JNKZd4ZA1fCsHz1GMCAKRrdbCVOzqVZYmnPOUpMMbgl3/5l/G2t71tUDnf/OY3ccEFF2A+n+PP//zP8dSnPhUAUBQFnvKUp+Ad73gHzj//fHzyk58E32HTOYdf/MVfxLe//W08+clPxlvf+lZk1cN/4xvfiKc97Wn45V/+ZVx77bW4613vunyHV0jvfe97cdFFF+HAgQP42Mc+VnvovvOd7+BhD3sYrrrqKlx44YV4zWte07pv6Fh10Qi++pA0cRnLmIH3AjgA1pia4QAAHR4aA1/cY0EMLWQJkyCFmKMG3EjPkLsaAu3T5LVdEFM24ogJkC4dOGTN7Cs0qe6uOmPpQ/W9hSkh0rU0CbK4PpYKsrR0bnElS6KB86GCxsHaareoCnw1666qRcyObWKhHQwT075WBco0E3pI46A29fVkafm1ibnqdN4OmTYEUMVA2bJaZ0wT7KMBhQBWqKyUF3HZ9C7Pl2x3KH/IaiLv4eX0eaFD6QojboEy5n5wADLTeMowYd4yBxTOVMCs2q4czYG8Gvjq8zp3veZdHrE+oCwGyPj12GMOXU/1SPF6Zd0k07nc1+rkdYQAZ4gNh8BUUbQ9X6nhhXKs+ZSMGSn51OfTVIIvbhD209j5vHS/oWBbwB8qDfjwXMHfrEWYiuqzm7Rz9V100UX4xCc+gTe84Q349re/Pbic1772tThy5Age8YhH1GACALIsw5/92Z/hsssuw6FDh3DFFVfgZ37mZ+rrH/zgB3HNNdfgpJNOwsUXX1wDLwB46lOfine961248sorcdFFF+GVr3zl4PZ10Uc/+lE89KEPxQUXXIBLLrkk6Z5XvOIVAIAXvvCFrdDIu9zlLrj44otx7rnn4vWvfz0uvPDCymvqaehYddEIvvpQxV3qRdUMePm/1RlZxiGzprYGEZ/oAl953hY8HIDVNTGBJhfWUhNlk1Wl3LTP2dB2QZRhipyZchAX0k+09sh+SMHSFeKgPRLevi6hzOsPlRcrX9PJOPgbontJ4UR16B4rPb/fOdB7sGgdIgdZpvQTxZRlnRaML9K0L2ARAHWlSy0hxZPFy9JAmQR9ciJpE4A/bN7HEFjrC7DkhIpNthRAppWV+lLE2pFKKS9w6J7YvSFtLSV/X61ZpnWBqVh++bJrL/lQlzXQtr6kMABZDndxCyubqdKN0H4JgGXWAjaDyxZBWcFBGQtflDaZLraghZGnOLL5q6LZZIBwfqI+fD40zVKBF6+TZDsBLyqLP66QHUaWI1mVtI1xQMaXKtA9HHzxc7uca4MvTfZKjEPRPHxpDJ/e3MDLQVbM88XlWE5TurWemDXCoBH0NLhR8HXHoS9+8Yt4yUtegv/v//v/8Bu/8Rt42cteNrisSy+9FABw/vnnL1w7cOAAHv3oR+Mv//Iv8dd//dctQEH3PfrRj8aBAwcW7j3//PNx5ZVX4q//+q9V8PXNb34Tr3nNa/DBD34QX/va15BlGe53v/vhggsuwH//7/8deb4zkOQb3/gGDh06VLdR0jnnnIPTTjsNN9xwAy6//HKcd9559bWhY9VFI/jqQ5XAc0DFcSjkg0I8PAxzXoa1mLZ0wXMGTVvG04d4ihQCXOBounFIF+Tym3usKOxQgi9rF61SVA5npjzUQEbTxKx6Up+VQpMDHS5w+PWhls8QyfbKtmiG71i6HOsu8CWFUEiYodr4IrMOmfXerHqPtNqLVaB1thVpOVpsCZfiEnxRjIoWd7SMhyuUztsqY15CmkgoXZtoMr92LTSZQi9X7Hdqfl5H7PpeJk07Db1UKfm1PH005lC6BqbktWUZQFccMX209GU8Ypxh8Gtc8BAoq+4xlLdKJ9mWmQqUTSxgbLPRBwNlPHyRsxjJLjSgEANfGltY5vWn7zGKPf7QVIoZ36SMovuojTF5yNNCrJM8WDK8sC/4ihlx5etEuom1i4ZhOX7y9ZDTUrNN1HUaP68cQAeOAGRMtAYL5zZ+D3i+iqLABRdcAGMM3vKWt6BPeJuk2267DV/+8pcBAGeeeaaa58wzz8Rf/uVf4pprrmml0+/YfQBw7bXX4vDhw9i/f3997eMf/zge85jH4N///d9x+umn46d+6qewtbWFT33qU3jWs56Fyy67DO9///ujm14MJWr3ne50J5xxxhnBtt9www245ppravC1zFh10Qi++hBxEKDmOnTkK313aDMfoGGo3GPBwZe2TkfTDyRRGdJqSP+J6DBmWR4/lFmCrBD40jxlUt/QmLAGwLqICzHp3eoDsvrUlap7cTAtDd8h3UvoPws6U1uXcshqncl/93X7h2uKwnuz+JosaWamSSA1IJ4e8nClhB2GPFxyQvYBZfya1EpWYRIPof5VoXitjhQaAsj2EsWAFr+eUo72Iqbk19oRS9eAWQxkaVq25vmilz3V9R1LD1lyNIargCwAqkdsIb0qy1TpqqfMmMpLlsFNiLmZak0ZMJ8bzOvXuTm/LATKNHuQxkqAtjM8xSZD1/q8hqFpG5ILXVNJlsfboQEv6oPsl2SrMoyQrhEo09Z88Y01ODvXggxoakjZHRtLOQX5tJUeLmXaVdPYgO1dBlpHb+ivtdV3227EDnlL9hL90R/9ET75yU/iT//0T3Gve91rqbK++tWv1t/vfve7q3lOO+00AMD111/fSqffXfc55/DVr34VP/IjPwIAuPHGG/G4xz0ON998My6++GI87WlPg6340E033YSf//mfxxVXXIFXvvKV+N3f/d3hnQtQV7t523mflxmrLrrjz9oVUmkzlKaJcXWusswI/YwYqGTInNFo4IvCDonZSi8Sr5cLHBlJJZlpSEgQmNreXtyIIxSOSIyde2mkbJcRMtLCRaT1TabJsZXf+W/6aPpWjGRb5XPrAl8cZHH9hxu4ZX6f7lrzIrcONmNQvixhysJvelGWPo2bK7W4E24S5RND83DxsuRE2umwQ65JcW1ATu4+6dokSdXI+qbHKGYBWLac44H6Aq3QPcsCtiHpGgOQAIx/NKahMb0QyAJ2NOxQLUdjVlwAUDnM+laH2ud54y3LMjhjYCvFeGLbm304h2r3ReNf8/pVNC22wMGUBGWcxUinOxAGXyFAEyPN3jJkCkki4MLbxesMsTbuyeJsW4IpzcMlQZncap7XLdmbBFE0LZxbNH7yPvLpJKeWBr407xd/pkUhX0W/5MMANTCD8XrZXqRbb7219XttbQ1ra2u9y/mnf/onvPSlL8UDH/hAPPvZz166Xbfddlv9nXumOFFIoewD3dt1n7z3ta99LW666SY885nPxG/8xm+07rnzne+Mt7/97TjjjDPqNVfLePY06mo3bztv9zJj1UUj+OpBW1sGW2v6pODMVYvM4t81+U2Mirvzi2JxIw5KD1nONMEVEghcxnJ9gMIR+S6IHJRphzXzNWIccHDrF48O0EAX/851Hym4Up0BXYKT1xsCWSG9S4Isfl3qOcY027f7dNfU4QhkzX244Kxc3FlQgiYNZAFtwCTT+4KpGFhb1sMl6+YPNcWTJbWsvqbvFEAVyi+vxe6N5T9egdWqKAa2NKtMrIxULVjm7QPIYowh1VPG8++ER0y6FDSmJJlZl0eMhz6EQBn3lFH4YlV+bjN/JAuBMmPgnKtefe4pA+rzyxQWI1mSZD3Sea5dA7pBUJdtJDRl6HeqjUXTF7SABe7Jon4QICOQxcVCaFfDrrVd1BY+XWSfQ+As5uHiUy4Gsqhu+UxMhbRi7GBrK8Yryuqzm+TrI48I0Utf+lL83u/9Xq+S5vM5LrjgAlhr8Rd/8Re1t+h4ow984AMAgF/4hV9Qr9/tbnfDfe5zH3z+85/Htddeix/6oR8CAPzLv/wLXvWqVy3kv/HGGwEAV111FZ7ylKcsXD/nnHPw67/+6ytq/c7QCL56EDHCGGm6YKruFtMFpE4g9VppKeM6dqguYo7b223myD1fdDYHB2XzefsARMpPfaR0a9uMnhg6r5u+h/QoyfhDfYnpUrycWHpIlwoZmbkFz5fZeLJyAlkG8CHrDih9qKCZeQlrwB4iB1Mc6MRWVmtrtVLTgXi6pg0M8XCFXgbuog2ZrPlDj4GyviCrKz004YYApu91kNWXhlg8+wC5IeBLu8a1VAmygLALXQNAkiHGQBaV3eUR6/JwUbqM/wrllxYnuUBVpC94ygiwGdoW3/rwxWkGWO9BQwXK5sJTFgJlwCJLSrHVaK956HooLTTdYvVohlggzM5Dnqyi8GeG0jmitHuhBGUcfBGrl7YujWhayDxZphuQqf+xNI00Nsx1lrJMYwddOtmxohuqc2GJQl6v5z3vefjOd76zkH7JJZfgD/7gD/DpT38af/iHf4j73ve+K2nXwYMH6++HDx9u7exHdPvttwPAwjllBw8exHe/+10cPnxYLZvuk/ded911AIBzzz23s33/9m//VoOvG2+8Mbqd/le+8hV85StfUa9x8EV9DrWbt523e5mx6qIRfPWg7W3P8ICwbA9Z40IWOE3OkqyjtVpSxnLZSvKySx/lzJ/yaTKc5Chf7sPBF9eXeTpnmsScuYyneiUz1Ri2ZiXT8so0ma6VE8ofMibr4It2FsTiQcTVphco5jDbBLLQSL9lQFZKOr/GH3wfsMbL4rEwMfDFNR2ZruWPgSxenvZi8RdIe9k4hX7HNKpUwBQCa11ax0hx0p6NZjHpohAoi5UVYlCaVaaLmXAmSOnaPZqHi5cj65b5pUVIA1+JG3FE0yswpYZjJIIyGANTlW/4Nni22hbfWuQ2B6beYwbjD3BxJfwmH8RiHACx2YdkPVo6XdPAkSanQ/llukyTdcqppbEvHgHuXBMquLXV3ihDpqeCL8mG+dTmU1LTTbgclPheS+fXNFbIx4l7vqh+/js23oDvb5iK6rOb5Os74YQTkhTy97znPfja1762kH7JJZfUO+1ddtlluPzyy1vXaT3SBz7wATzkIQ8B4Ldg76J73OMe9fevf/3r+LEf+7GFPDfccAMA4PTTT2+ln3766fjud7+Lr3/962rZdJ8xplVPWU26JzzhCdHQP8CHIRI95CEPgVPk8Uc/+tFeW81TP6h9sbbzPi8zVl00gq8epHm+QkxFs+jIyCtJIeYX+1A+yczlUhrNCmitzyNle54vgixK57pxZchsWcRI6FG6c4ugktrMdQXO6GPGYa7PhCxsmr4kP5o+swi+aDsVB2tKWDTbt/tV5oUHWMUcKF3bk6UdkqMdqpIKplLCDqUE5/ErIVAWCiNcBnxpmoXUjEIWiRRNJ5bepR3xaztFqyr7eANxsfFeRdmrpBRgJtP6WH40RsUZmARfIbf7MuBLMju+bWoIZMnyNRDXPpwpDuIk8NNAWSVI6hBGkU6esjzzm334/cj9Hq/OAQ4WpTP1hld8W/yYR0xjHV3OdfoNtPNq9iatLPLmcJBBooFviEFp5OHqAl9cLPBdDWWfORsOTS967CF7kpzqses8D5EUP8YsAsJQWRob2Kuer1TimzqE6Kqrrgpeu/HGG+swvBQ64YQTcO973xtf/vKXcfXVV6uA4uqrrwaA1nlY9PvTn/50fT10333uc5/W+q/TTjsN1157LV7wghcEdw3cSbr//e8PwG/ucf3116s7Hmp9XmasumgEXz1oa8uH26WQZBIhnTxktJdgREaXaJ4hqXfS/1BoRojRcfDFPV8h8EUhCtRe+l6WWAg95P1bDNtrZLLmgeKCgpehgTsp/+P6jB9848r643/TALaBiOl6oF3gS4IdTfJ2gbKUcEEa9JT8Q0GW1ERS05cFWZJkWkhjWhVJrYOnDS1vN4EWt9isKn9IW1oWkIW04FWSZsGR12P39AFlMUsRZ26p6SmgLJSuhR0SI+4KX0zxfFEaCzuM5udtEqCstdlH5Slj4Qf+v6lOhbKmOrusOlzaGADNDoxddiKZLlk2oLM2zp61ezhQI6I0vrmGcw2QIgAmwdfmZhuUxcCXxj5JVhPRVIq9ZvLxabJX6xsfi9CrFPsdI4pGuiPSP/7jPwav/d7v/R5e9rKX4dd+7dfw5je/uVe5j33sY/FHf/RHeOc734lf+ZVfaV27/fbbcdlllwEAHve4xy3c9+Y3vxl/8zd/s7CVPAC8853vVO975CMfiWuvvRbvete7jgn4OvXUU3HWWWfh0KFDeOc734mXvOQlretXXXUVbrjhBqytreFRj3pU69rQseqiEXz1oK0t/XDBFH0jpLdyIMQZGYEeYnKkAxvTvsblJYEdrT2xsAOpC/D28TI5yCImza1lvG+UrjFxCSy5TJYbd2ggNKRvNADV20C9p4rOwWqkn98xsATmJXyyBE0F4JSNL7gkHQKyVhleqKVrKFveo4EsmT5UQ0n1ZMn2asBJUhf4SqFVKO18Yg8BSqkgSzMp72UKgd1Q21cJyvoCSUlc4+x7X+z5yDRpEQqVE7cU9U9PAWWhWGuZvoKww0HpIVAWaqtd3C4fMPChDH4MXN6MNUkJ70GrgB0WPWiah0tGbNNygdmsmVrcNpfyKmusnjxc0iPGPV/SjifLk+CLOy/ldJTymesj3Mkp0/ijkPKa6ubAkLxf2uvA28/7wSkOvkrsfthh2Z1lF+jSSy/Fi170ItztbnfDlVde2br2nOc8B294wxvw4Q9/GG9605vw3/7bfwMAFEWBpz/96bj55ptx1lln4ad/+qdb9z3ykY/E/e9/f1xzzTV4+tOfjr/4i79AVimhb3zjG3HllVfiwIED+M3f/M3Wfc9//vPx9re/HX/yJ3+Ck08+Gc961rMwFZ6M66+/Hn/3d3+HJz3pSaseCgDAi1/8Yjz2sY/Fq171KjzykY+sPVU33XQTnv70pwMAnvnMZy6s6xo6Vl00gq8etLnZbCYB6LIyJL+lvhlyVsg4bbqP18UZHnfbc6AUYvASEGrtlXHa3OuWZY1w4WNA6RTGyPun1UOylLaz5/JVgi/qL18iYAw8oHIOxhWNt6p0AIUFFoX3WpXkyRJgKvYgNJDFYzlX6fmSddPDGQK+NG0gBI5Cnq9Qfn6ty7LAJ5hmidgrYApYBDo8reu+PuAolD9URl/ApfVjKGlAqs+98nvXHEhtT5/8st4Yc+5DMctS130pc6ALTPFrWloq+NLyS0Ajr/UBTcCiBy2lHH5NA1+8LKn9G+Ypk6GWNBbVPaaq17F7sizzHrRqpyRnDJAbuElWe9Ao3JEv4eUsl9Kpekrf3m6uc11Bsm4OsrSIcR5xzjfcIM+XPOcrRLGpy4eWhlszfkqAxMUIGZHpw0Eeed269BU5Ttort7kZ7+f3Kt1yyy344he/iE1lgH7wB38Ql1xyCc477zw89alPxVve8hacfvrpOHToEK677jqcfPLJeOc73wm55bsxBn/1V3+Fc889F29/+9tx1VVX4ayzzsL111+PT33qU8jzHG9/+9tx17vetXXfqaeeive97314/OMfj+c973l49atfjR/90R/FKaecgltuuQVf+MIX8JWvfAU/+ZM/uWPg6zGPeQye/exn43Wvex3OPvtsPPzhD8f+/ftx5ZVX4uabb8aDHvQgvPzlL1/ZWHXRCL56UMpuhzHS9AdiuprOyhkgWcyMaTxfGvgiGUQMmZdJ93fpC1wYSObHQwWBtkFU83yFmDi3lHH5OJkAa2v+Uy8fqNZcZShhUcLOy/osLC+ZCqBoJKAB2oCJr3OSpsyudA1M0YOTXiMJsiT46gJTXaBMThpZvub5ovxUj5x8Ml2WJSes9js0uWPp2qSjySYlOp+EXPGV6fLeocCI1yMBzbJl9QF4ffPLe4YCsGWBTgqD0fKvqpxY2V3l9QVUsi2c5JwMld0XkMlr/LcGpEKgTObnoCzFIxbKr4GsZT1lIQApwZoCsqJt5WBNtNUBzeYgrdBMOurXIsstytyidNZ7zkqvI2xt+SJpK3jOmklWckDCQ/74VJHiR4oX+gCLNrcuklODhlvKZjKOxuS2tANo7afHEpvyQyiukxXYfc/Xbtc3jJ74xCfinve8J17xilfgE5/4BK655hqccsopeMYznoELL7wQJ598snrffe97X3z2s5/F7//+7+P9738/Lr30Upx44ol43OMeh5e85CXBtU8PfvCD8c///M94/etfjw984AM4dOgQtra28AM/8AO4+93vjic96Ul4/OMfv5NdxkUXXYQHPehBeMMb3oC///u/x2w2w73udS+88IUvxHOf+9wFbxzR0LGKkXHaViIjtejWW2/FiSeeiMsvvwX7958wuBxNpyEGpW1ER0yctpQlPXk289YeHvNdlk0c+NGj/h65EFduQS8ZPVHIyJjnHhStr/v/xJQnE5+2bx+wseG9WVTGxgawf7+/trbWMPm1NX+tye/PvprW4MthOqmYNQ+In23XnTCxzoWAi2ZK7Au+ZP4Q+IqBKQmaNM9XSv4UD1ff9Nhklddik13LO4TdLAuANIVWfk+5J5YeanOoTVq/ZFrfPsfqHkJ9nlXXXJFp2j1ddfcB9ynpsp4hoHOn5nbsGaYAMjlPlw1fDIGgVaengi+ergmrEIBUQBYAHazRPSIcw/F6p1NgMvWbgBiLovQianPb1HLbs1f/m8tnYt9bW8Dhw/6zudmIme1t4MgR/6F05xq94OjRdtghiUm5tFebMkAzDHL/FJLzXD7TcE6nXtavrzdyXhpNSS8IYfLYVB1Chw/fikc96kTccsst9e6CpLMBXwZwcLkKetNtAO7das9II0kaPV89aHOz4dWrIqnzS8cK0A5fMKbt4aI0iQeAZo3WfN6WJVy/p/9ch5AyN4WkXNMsaGQpI5k1nTYM21rAGofclMhdgWy7gJkXAKpwQYlEeYwHj7/g6FWTRBJ8xTxZlC7LiYG10AONpS8LsvhD1NLlQ46lxdKH0BDgMBRk0W/+n5tau+rYiXTZppCC3besvUJdIDs2v7TvXffsRrpsS6hNsTFZ1fsTK19SDLATg+6ac/y90QTBToIyKj/F6xYDX7IcGXaobTIiQzK4N1CAr9pTRgKsip13xsICyMoME+d3ZrTGe9B4tDqJEpLl5A2jJjnXhOzxCM4u4sMamg4SfIXO82Tdaq35kmu7+HTg/eOePPrI6bcqGsMORzoeaQRfPYi7z0P6wxBKNaBK4yBZmEjXJgYINMyb8AlnrNK5Ih0fIfkngRQxXw1kcYMhyaj19SY/ecr27/fXsgxA6ZAVc9jZFrKtLZhiu2mkBr64R4wON4mBrxgoC61/0tJD4Ijy90nXHgI9iL7pq1JEV0FS8vO0rvtWBYBCMTF7DXwNAWsp47cMDQUb9Fv+TwFZywC5VaSHvMOrqrtr/Hh9QyhWxirmNhdA9H7xdKmJS6AlQZwUMjJdgqa+6SRsYuCLg6wQ+OIIhYSb5u6xFsZYZNkE08kasskayswC1tQAiwAJ0BYDJMK4fsGXF9Bac25zpGUHlJ8MsfShskOssAt8UYQLeb6oy3x4QmyGiyrqyzIsKcYK42vbxrDDkfYmjeCrB21uNjx8iEFUk2cxfYN7vijNWv+fvF5AW1eg7xr4ohj0PuCLM2wKOyAjYIqHi8eNUzoHZMTkswxA4WC2CmBrC2brSDs2g/bclfvr8v14t7fb3F6GI9IA91nzxdMlKNtpMLUqkLVK6qPcDwEXXFPQrvUBLqsAX6tuU1+QFWprbMyXBWBDwUMfcCKvD03n79sy70gMfIW+p7SJx3717W+M+r7nfXnCMu9IH1DWlZ4CykIgi9/D26ytW1M8XHVeuRCZC0OKwavAF7IMdm0dJjPIsxxuzQGZqWUubRNPm27wKBb6cLHD04FmOk2nPo8xDWAL2Q+HgC9Kk3hTM7LyqcDrlNOFp/dlMTEWOXq+RjoeaQRfPYgvbg3J6hilyDOZn8sGjVFlWVM/GfPyfDEyjxxHfBekELPuAl8kh+g6rfmiz9qazz+d+pjxffua9WDWOmQZsD4psWYKTIoS2Xbp+zmf+0D22w8Dh28Hjh6F4eDr6NF2wDyBr77hiDy8sA/4St2YYpUKYarCtmpKVbx4eui7VLJiZYXCnWL5JTii/HSd/+4LyrjCxl/IlPHoetGXAWva9Z2mnQZTXXWsCnzFQFZq/tQ2hcBX3z7wcUsdp2UoVMYyc74viJN5NLCWCrK0dF5PCHzx8EK+CxR3D1ULo4y1cHkObGzDlFXIPMpKSBvkhcGazVCsWdhqfVhRmFqGk3ih38a0xQ6t++Zhfda2wZdmD5RDRMMXAl/cqceNrKEh0h7vUJEXohjbpv7rVFaf3aTdrm+k45EGg693v/vdeMMb3oDPfOYz2N7exr3vfW/80i/9Ep773Odiwg/DSqTDhw/jda97Hf73//7f+NKXvoSjR4/izne+M84880w89alPxaMf/eihTV0Z0Q5GQH/mAfTTsTR5S9d5TDeX18SUidFyJxDfBbEr0k5jdBr4IqYcA1+UtrHRhB1mxmFq58jKGezWDGZ7DmMcA1+3+9XHR482Ddza8iuPjx71pq4Q+OLuPh6O2IU4+3iyiELKFM/bpXzFaCcnmUxbNn0IoOmyfIeUL60s2aYYKNPaGnsZl+lbSltDzyxEoXJ2mvoC/74gawiYkkaVZcDXKkBWrA99PdmxvtF1/rur3ylgre8zJuo7J2Pvbd93Z4inLBWJcKHHz0WhXSn27fOyplq4bLKs2QEDqGMHjTOwLkdeTjDNpjBrBoUzrbBDsh3KdV8k0ijaRYIvuaeTFskS6rIEU3IotLOx5fI9Il6/1GF2cordkQ9ZHumOS4PA13Oe8xxcdNFFyPMcD3vYw3DgwAF85CMfwQte8AJcdtlluOKKK7CxsZFc3k033YQHP/jB+PznP48DBw7ggQ98IE466SR8+ctfxgc+8AF84AMfwLOf/WxcdNFFQ5q7MuIb5AH9PF8xnSyk2/H7OJVlw0w5AytLzzDlMqeUDQFTwxRINsmwQ/Jw8d0OJ5NmXdf+/eT5AqwrkRUFJvMt2K1NmHIGuEqqHDkC3HabB2BHjsTBV1nqWz+GOk2DpK356quUrVIR7Zo0UtnQrvVNl2lavj7AJZSeArKWAV+rUtaGgCxpOY/l34303aBllPtl0oeE4K4KZGnGlL7gawgoi4GvVfRNptPvIekab4zRMgYHnr/v+0zuG23DDdoJim/9JxdAsfBCrK97mbO93ewaleft8HdanGUsMjvFNHcwE4tplqE0PhzR2kXPF4EvGsosa+94TFWmLiPQwBfJaLnbIeXlwxQb0hilvCLcPhl7/MM8X+Oar5H2JvUGX+9973tx0UUX4cCBA/jYxz5W7+n/ne98Bw972MNw1VVX4cILL8RrXvOa5DL/x//4H/j85z+Pn/iJn8AVV1yBO93pTvW1yy+/HD/3cz+H173udTjvvPNw9tln923yykjbnTwVfAFhPTE1nSgm/2SEHNDe3C9ljwmN0VGaJp+6wBdtWUueL1M42K05smIbdusosL3ZgKIjRzzwuu22tudrc7O9H28X+KLgerkRB0kvOUgxhaavia4vhRRsXl+KpBsCaFYFskLp2vqK3QJlq+qb9oz65pdpOwGyVgnK+s773QBfISASAgl9jSmrAFnU1tR0XkYfnrQTfYsBxVTSANhu8s+hPCnk7gmBrzxvx/FvbzeIhXaXMKYOOzE2g50WyK2FySYopw4uax4F38yL1nNtbzfNp6gVEl/aYcpd4Ktr7xGOQzWwxlkr/w0s9+oMAV+8/jj4GmmkvUm9wdcrXvEKAMALX/jC1mFqd7nLXXDxxRfj3HPPxetf/3pceOGF1TkL3fSRj3wEAPCCF7ygBbwA4FGPehQe+tCH4kMf+hD+7//9v8cUfG1tNS/8EJ1cAzRcx9Z0L2KCkuFoOlaI+YZAVgx8hWRZOvhyyHNg37rD/n0l9k8d1iYO1jjAzYByE9g+DNx+awOyuOdrt8FXSLkbQjErrZYe87gMBSipwCW045gGXGJSeafBl6w3BXz1BWUhABTqW9/8feZGjFYJsvrSToAy+g2sDmSF6l4lQJEMdAj4Apr7U8FXiHHH+raqdaupfSOSz1M+u9AzXRaspfIkzgdD4EvbWIO27CUURIugCZTxiI1KWNp9+2AzIF/LgMwC+QRlCdg1AxQGxllMJwazOeCcwfZ2E2nCz/kKBXXIoUsBX33YeeyREQCUOw/y1yRkc0gBX9Quje2NYYcjHY/UC3x94xvfwKFDhwAA559//sL1c845B6eddhpuuOEGXH755TjvvPOSyl1fX0/Kd5e73CW5rWVZ4s1vfjPe9ra34Z//+Z9x+PBhfN/3fR9OOeUUPPjBD8Zv//Zv4/TTT08uD1gMO1wV+Iqt5efgS9M3+T0h6mso1Yjq1MIUePh7LZ8MkFm/tmsNM2Tbc5h5AQPnpQZ5uG6/fRF8yfQY+AptxBECXzErc+iB9gVTfUFW16Bzs+QQgCKlbAx8dYEyTVovA8rovqF9iwHLUPpOg6/QnFjlXNpr4CtVkR6aHqp7GfCVCrJWAb668ss6KL2P1UzjbfTpu5lQWbbPPOzqG83DVIGoad+rmjNE2jsa4nkk3OQuExReSGiHwjr42i5XyTQqU/N80SJs4iGuBCYTGGeQlxbrZgKs55hMcxSlgXNedNF6ab7MOQa+NIqxsL4iKfT4+SM1ZjEtNMWGgi/6DYxhhyMdn9QLfF1zzTUAgDvd6U4444wz1DxnnnkmbrjhBlxzzTXJ4OuRj3wkrr76avzhH/4hHv7why+EHf6f//N/cNe73rXXphu//uu/jre+9a1YX1/HOeecg+///u/Hd7/7XVx33XV4/etfj4c//OG9wRcnTSYThZhEiKRuyX9rx46QFYsDoC6dLFVviel8oTbxyIz19eqaAYwrkRVzZPNt5NtbMEW1tovAF63t6gJf87mXPjKdwBdtQb+11XQk5vmKSY9U8BVS8IG4ss7RNKWHvEN8UsjA+xDI6gO+5ETi94RAmTShhurm46D1ra9HLAV8hcqJPb9ln2cMfMn0UN2xF1fSXgJf9HtI/li6dl2mdYGvVOVepu0U+ALaQCcEsqQ3PgV8yTZKTZeAVJ+D4jXwFepzbCx4muwbjbumrcvn1gesEfV5zwl8kbuJgy+SI1tbbc8XRVqUZRt8EQJh4KtOr8GX8+ALBlk2wVpeIl83KKq1YITnuGij4eOPk+M/bWqHuiyHI6Yv8N9yCQOvh0jD6ylsKvY4efvp90gjHc/UC3xdf/31AIC73/3uwTynnXZaK28KveAFL8CnPvUp/O3f/i3ucY974EEPelC94cY//MM/4EEPehDe8pa3JIcxfv3rX8db3/pWnHrqqTh06BDuete7tq5/4QtfwP79+5PbR7Ss5yuVuM7Hw/y4DirP2grpp12k6SGhNuk6uUNmgckUWJs6TCd0JokD5gVwdBvYPOI9VgSOQuGFfLdDzfOlbbgR83zN53CKedCVJZxzcAkPzlSDZOg7HwxjYDQFn8rVFHANBGmINga+5Gpo+XDkPsB9wVcIZfM6usBXDJQNAV99QZl4Tmo5UvsIgS9j4FIBU19Q1swquNb36j9/NwfwGbUcXrscov5VAErX2j3klXaAL3ktMd3EQFkKkAq1aQjI6gJfGhBJAV8pACh0sDy5S1LBF9fuZX5N+w61ifIXhX+vCDhxJMGJl6WAXaeAL8c+C2UpZCq+bfh7bC0wn8PQLrnEJ8myyPvDvfXEK+gwzRj44ouzZrM6PVtbQ7a/BNat/+Q5HExjP9ww2K7thyaIsfW+Nv9TbTWxx0nDI6fSbObvpbZxMbgKojZxoEf/R8/XSMcj9QJft912GwBEgcuBAwcAALfeemtyufv378dll12GF7/4xfjjP/5j/O3f/m197c53vjMe8YhH4G53u1tyed/61rcAAA94wAMWgBcA/PAP/3D0/q2tLWyxQGLqyzJAS+qiXL/jhxZyvZYfRkwGN8rPdx2sQVBAJ9f0VqIFXSbUvxD4AiqhP4OZbQO3e65siFNz0MTBFwdZBKY08EXCPxZ2KDxfjgl9JxCzQ0RY692u/9cArCrLmLZaWcs1CZr4g+b7+nLXIQc6HARp4CiEvkMTgJcj0Xofz1cMlPXxxgGL4ItbHCQIohco5IESk9uFJn0MfPHrtYbi/5fOKz3OVfMmhh8c4EolPULt8kwS3tgr1I1DnVd26/Sw9hfDzABgNGxd/bfGsTo6wBTxBzm4ApiZviCL6gily7VdPH8fkEVp0vUR83xp4IvSNZDFAZZ0uZBBi9ctQRmND28rL4dADD1Q+VwYKOPT3vHxxCIv73pFTFWGKYpFgxofvyzz4IzAFLWNdsEgMEVtjXm+KJ3Gi+RWlvlwxOm0kWHr6zXPnWQ5JpMJ9u2bALlXAByc+phjcpu6p4EvbWrrGNvUj58cgdwxSixWvgb80VI6f7wEpobwtlT+OtJIe5H2xCHL//qv/4qf+7mfw2c/+1n8/u//Ps477zz8wA/8AD7/+c/jd37nd/Cyl70M733ve/GJT3wCBw8e7Czvfve7Hw4ePIjLL78cf/AHf4Dzzz8/GCap0Stf+Uq87GUvG9yfkH6n6aHcu0UeLg6+6EwtAl+UTiF+dCQJUOnkOZDnDnlWKT5AWIj3IQevhc4VxYULZX7WJAtLHQAA0ktJREFUFgkrAl4U/hcCX0Xh07mHizj81lYTQsgtu9xCK7aUrz1cohshYW3E/+QHrT1Q7SRKns5BUAyU8fyxdJoAqwBf3L2a6hHrA74C6Q5YBJ9BkMU1b2lZMDVIKgnMONSepXrqdkQvBXTyOPiKUCh/33LkPbulfHBelmJB9/mMCspkeV3laPnbWNoshCQFQZwBTM5/+wG0NVislHTiDgsaKgBEQJZINzyde5q09GXBV8zzpfDIXuDLufZiI366r8b/eXvoHl6vBCVUL+ddmrZOY9dBXTy+Bb4AD7bLEobaT/VXXjHM582Eo7GgXQ6BtrGK+BrvJ283pZNA39728q4S6DXwm0xgBP/PNAWjzyAA7Zdn0vBhzzcN5gUwm5sFzEzNpP2t6HHIAAz++Hnz+OOk/IqDs/VKjTTSHZF6gS8CPocPHw7muf322wEAJ5xwQnK5F1xwAQ4dOoRXv/rVeP7zn1+nn3XWWXj/+9+Pn/iJn8BnPvMZvOY1r0kCRQcPHsRb3/pW/Mqv/Ap+53d+B7/zO7+DU045BWeffTZ+9md/Fueff37todPoRS96EX7rt36r/n3rrbfW4ZTAojCXJA30nCmRPkvMKga+5CZLnj86TKfN9u10vIghLjjbhjkyA+azdoiHttc80F+L0/KHhDhZW+kQZLrGwwiPHGli54uiDbK4pVaCLBLYAfDlnPPgKwDA+P8uIiFtq4du6CFzECQfqJYud9PirkwNfEkXZxf4IlBE1zgo46Bpl8CX6wO+CEyBQvwYIIPRdNoaRbticUqq+TumfEo6/R6SHqI7Nvjq5pc8f+y+ZdNDfaDwMw7i2mVkajl20ubzNbyvkL2pJqkjsFaUQNkNvuoQyhgo0xb9rAp8aWAKaNLJ7cGNbNIlwsvngI2XL10onJ8TKKPxqMrhQNbByz2SZimvgQMB6/Y9hvpXPWTD3TYh8MWfAfeQESij6Bnic1xebm01vI92rKKDnLXIhzzXJ3bfF1GWoew1b2yGySRHPpkC6xMgz+DQiGcSL/44M1PbWKkIOuaMHjO9IzQEfMrI6FXJt6PPMonvldj9MMCOho80EnqCL9qg4oYbbgjmoWupm1l84xvfwIc+9CEAUDfomEwmeMITnoDPfe5z+PCHP5zskXr84x+PRzziEfibv/kbfOITn8Df/d3f4dJLL8Wll16K3/3d38WHPvQh/NiP/Zh679raGtbW1hbSY4Kc/w4ti5F8rgt8ra01IIs8XMYAE1tiaktMigJ2q/QhN84thuBJ4UhCkFsRQxpqH+LWWBnuQoKIC2Xi1tRO4tYSfMU8XDyEZwVmMmkJrf9XD2lhbVcKyJKL9TTwFZoAxjRlp4AvDuIov7TIctAELAp3Lb0DfLVC/BbCCA1gDZytrKrG1iPbmnZFWy8JeZn6gKndAF8h2g3wdTyQxhu78vO8y+QP6aex9FBUa3p+U6UbWGvrPLwcOwHsGnPSwsE4P0lNWdSgIgS+yDsTBFl9wJcEENxYx/m2FnYoPVwan5cgi04JjsWvkWyQGyVJTxnrg2EvOoWKhkBWb5JAOAa+KJ0QCF8XRl4w6juBLC5HJJ/nqIXkyxAKTW7i5UyGGaCWR4ZZfp0xgDOYlBYuy2DXLCYTWz+ara12FRr4yvP249TAV8jewB8F/U416ow00l6kXuDr/ve/PwDgpptuwvXXX6+G8l199dUA0DoDLEZf//rX6+8hbxlttPHd7363T3Nx4okn4slPfjKe/OQnA/DA8FnPehbe97734ZnPfCY+9rGP9SqPdE6grYNrHq4+4IvWda2tNTpwlrl6+/Z9+5pjRFA62GIGO9tCdmQTdj7z1lQOvo4eXTzzioSjtGRyTtdlagqZmLmmS98pPbR2gNrKhSxZBDn4inFj+SAYdzdlWcf3y3s0gcxBl6nKNUDYC0Rp8lyYGPjSHnQMffNFf9wiOhR88T5QuijHaUKfg7IFEFd5pVxlBa0fUbVGqmhPjS6QFUuX04ymGP0fAqZS0kM0gqxhtEqQFbtnVaBsCFjj1+LpBsZksDaDtROW7mByIKvOTLQWTShkUQKFArIUI1gN1rRTeSVYo/S+4EtGOIRAFk+X+bnnSwNfSnodJihCIAm8OnTz+tac4XxPGpz4QyaSwJZcOzR2nG9y8MXXjhE/71qszSdgX0YS4udchnHrLskjHnZjDKzNMMmnsJM1TNfXUWYTwDaBLCRKJhMvC+gxU7cklu4DviTv513Oo1psid33RI2er5G6qRf4OvXUU3HWWWfh0KFDeOc734mXvOQlretXXXUVbrjhBqytreFRj3pUUpl8I41PfvKT+Kmf+qmFPP/v//0/AOi1bkuj0047DS972cvwvve9D//4j//Y+34JvoiXSX6ppYccJbTetn2Goxe2a1Ngfd35tV2TSgAXBbC5DcyPAkcOL66LojVT/FTGFPBVr9ztoJA2ohFXBiQ44+3hls/Q4SXS88LBotDSa4XDmNpzpWrpWvld1kENfHHBRQ+UABPtiEL5+SI+Dsrkzioxj1goHDEGvoQny1F6Kxyx0vCMH2eXZbXXikBWPV0228OvOT5DQjMmTGOeL03fiKVr12NTIDaN++RPKYe38XuNhoCpWFm7Bcpk20PX+4GvkBHPMJ3ZtBwf1mbIsgkyxnZQrUEzZeFlRFEArvRzjEIdmYfLAMPAV8jDFUuXIIvn55EPBFx4/pgBkWvxLKrDD0fbI6Ya7OSD06ymMjqAG9NkKDURB51UtrXNOM/nbX6uRg1EqC9DGgK+1teB/fvrsBtTjUO2vu53ZlyzwJqFsxZlCeTW+F2PJwbr60BZOpSlaQW48JNgZDSqNK5JB60mY4ji4GukkfYm9Z62L37xi/HYxz4Wr3rVq/DIRz6y9nDddNNNePrTnw4AeOYzn7mwLfyll16KF73oRbjb3e6GK6+8sk6/+93vXgO63/zN38Tll1/eCll8xzvegf/1v/4XAP1gZ42uueYafOlLX8KjH/1obGxstK5ddtllAIB73OMe/TqORk8Fwg4RzTnAjVvSIaKDL8DAIUeB3M2QH53BHC0AuMbMdPhwszEFgRtaR3X4cLNTILfEkaDTFkTLtWAaSS2hiZ0Jay+aoIiZvrR2cCFIHiDOpekB8Lj7GLfWSAonLqAkaqb0LvBFHq7Yg+YeMQ6mhoCvkCeL9yHPAZsBBnAwcCZDaSwcqrxodrWas2V6QDsyiD8mCaQkJuY6kJYeAlkpgCkGaHYCNH2vAqa9SLsB4jRg1VV3SLcPOTKkzSclXRr4AIMsy5BlmYgi9t4vgxLWFTCuhKF1aKUCXLhc6BNeOAR88Z0bqI6+4Cvm1esb1cEHlXutQpEMPCybk0QR9PCkzNImUZfspL6RfEthSrHoDU1W0Y5eW1tN2A31lx84XYXjGBjkyLGBHPn6BMV6BlfJEb4SQgbjaA5OTSWR6ST+iUgk61Rg99d87XZ9Ix2P1Bt8PeYxj8Gzn/1svO51r8PZZ5+Nhz/84di/fz+uvPJK3HzzzXjQgx6El7/85Qv33XLLLfjiF7+Izc3NhWt/8Rd/gYc+9KH4whe+gB/+4R/G2Wefjbvc5S74whe+gH/+538GADzpSU/CL/3SLyW18Wtf+xp+8Rd/ERsbG3jAAx6A0047DfP5HJ/73OfwxS9+EdPpFK9+9av7dr3Wm4G2QYytVY3q5ItRaq6tkzPHB4oS2NqGOVoBrO2tRqBo265T4DUdUsw9YimnNXatnZKuPSkwNHefvI/SpPbNiQaWyuTtJE2Em8Wo73zxOdDfq6eBLy5ku8BXDGTFPF8xj1hou0tljYDjZU0mQNas4SphUcKiqP47GLgqLIQskBxMhfSWZcHXToEsjWKer92mZUDBKtugAZRjOT7OLeqax4qGeNDkfV1lrRKUaXYiPd3AWoM8t8jznMkqB2Md7LRENiUOUYXscfA1Z0eHxEBWKIw8FF4YAlmxdctcW5deOg18acwqRCHvUMiaykGZthstX0NLxF06/FrIQCn7wPNo4QShiRrqQyC8EHnuPV5Hj3rvlwRfdK4mgS9rka+tI9/YwNrGBjD16WXpsF1h7PU1YLt+zCYIvkJBOjQEUlbRUI000vFGgxy2F110ER70oAfhDW94A/7+7/8es9kM97rXvfDCF74Qz33uczGdTnuV96M/+qP4p3/6J/zpn/4pPvjBD+LQoUPY2trC933f9+FnfuZn8Ku/+qv4+Z//+eTyzj77bLzqVa/Cxz/+cXzhC1/ANddcgzzPceqpp+IZz3gGnvWsZ+G+971v325jba0BX6Rjc95L6VInB1w7vdKNjQEsHDLMMSlnyI/OkR2dN7s7EZg6cqQRROTh4uCLhx1q6SHwFfL9axQDWcSwQ7vghSyEsTroNwkWDjw4Igh50DSXS1fdoXhR7k1K8XBx0NQs4gt7vjSQRRZIke4C4AsASkcgK4O3bxvw81lS1ucDYfAlh1TTE2Q6/R8CspYBX8eCVumJWTUdawCqUWh8jvdn3Qd8xdK5ns+j0XgaT4+BssX9czwoyzIr2LYAZYaBsqL0YIyBrxYo09Z8UV7p+ZJ7lnOvEJUj07XoDeL/ctdEbphLDanX0C4HUzSAfLDlIu4QkuYyiROlaQudOIMmoBsDZaGJGpNhpNSsrzeTgIMvAlnUX0o/cgRYX/fhiFnm79+3D4Z7yozFBBkMJpis5yjWcy+XnFvYb4VAmYaxY9gbSBPvI42018g4txdF296iW2+9FSeeeCL+6q9uwb59Jyx4srqjzvx6rUnusDb167eyzMEaNCCLGJ3c+U+CL0oPeb5i4IvKp8XJIathiLR4Fw6wCG3SNc1rJAUUF1IxbT3kWgkJrpDLJaVvsbDDrpCN2JqvHuDLcctkC2QZH2dvc5TZBM5m1QbXppbRWhy9JsND+sky4EvqFyEwFaKdVrz5NJPKfypoSrkuvRtD2yrLOFaATnqpeDr9X/aZ9fVWplzXQDwnPh9WQUMAeAx8aXp8DHwRy5Xgi7M3zoJDTp0Ftg0/kLacw5Tz6n8Bf/5jBJR1gS++GEiCL659h0Ln+ZqvZcMOZcQDT9fWZGkPITQBNIMgZ8KaETR1YVSsbzE53AW+9u9ve74IfO3f78MR19eb9PV1f43vDmZtUz6di5Nl/rjQucH2zGB75s8T810z9WPe3NSjTqUDFQCOHLkV5513Im655ZZ60zbS2YCrAByIP/uV0+0Azmm1Z6SRJI1LFXvQgQOe7wCNXkw6NoGsPPNe9/Val64O7SxLmNk2zPY2zOEtmGLeNuloJxfSGi46pFiGF9JBxF1rvqh8nl9j7jHwFZPWISBCwIJrVVywca1AE1pSc0kBZSluFK1v3PMVMhuH+qyFHXZ5xOSGG3LNl/H1uskUbjoFcr/dL1kHZzNgtrkoq7vAl2ZclZiVgzIJvrTHwIc+Fev2BWWxR9f1WIcCmFWDrFWBsp0uX3vOobL61hXzZobKCs27mOcsRLF2rgr0xeruA/BDTpTQcyZWyllqqJy+4At1+OIUk8kUkzWqo9rYYj738m227YFYyCMW83ARyAqt+dLyS8tSKEY6VQbIhxMCZdqDINKYGzFV3i4ea6fF4KWs1eZ9DvUrBL7yvH2eDcmePG/Gf3u7Db5Ih5AeMW1rZpL/BO7YAdJ5PkE2mWJ9uoZyX2VwdA6zmcHmFrC1CWzVXTYLj5+rKl0BNSONtBdpBF896MQTPQAD2uCLdGwAyIxDbuaYmDkm8wJZUfjdl4jBEsgiJss9XzwEo69HjMIOtd0OFfDlYtq6RpKJVx4uwwEHATkCHDRIXHuz1v+W8fESAEkrY0g4xkzvfbT7kDk55vmSMf+UPxF81du6U3oFsmAtSgcUpcG8sJhtGRRHDMqIoRQIR2DGwgslAKNhC3m4Yt6E0LVlARZ/RFLpjAGDZevS6l3Gk7ET+WVbd5KGvFZyzshx7crP8/XJv0pvlqxPq7vP/Vo/Qnp/zHjAnTP0P+SMiYUpatHicj0zTydbU7P5lEVuJ8izHPm+deTWAQYN+Npu1oIZDXylerhC539pnq8QE4tRDID1AVkkp7Ut+4Cm/5Q3tM5NQRwrldsEvqgOvuaLgyza5IqFF2Lfvibkhzxc8lBSMiyKdGMtDAdlFVhzADKXIbM5phs5NtYzFNWRJTzqlIaIKL7b4bjhxkh7k0bw1YNOOgk4eBAAuIfLhxKS54sYpiGQNWcgiwMgDqZCoGx7uw2+OMjSwBfPX6U7EmjKzlLOObiyhCtLlF1aRCUo7HwOU5aws1kjjCaThhtKjYA2zeBlc4FAYXWahY6DspAGEWuv1BZDpmPeJk1DWVwwEQ/lkGu+OMiSG3QYg8LkKE2OAjnKwsIVprb2cZBF3dDCC4E4+NKMwPJ6F/jiQ7kqQMWHv8ujEbovlB5TXGPXY7pXV9v61tvVrz6g7FiSpoMOyb9MOSnzVCtfA/ExXTalTVQWLz9Wdp93KYYRusAXfaf0riW8zQYdIZZnqnRTpWeNRwwO1mTIpjmyfA0WXh4Zrk13eXtSQvA0y1IqE+MPSb50MdLK5wxatrUsG8Mjj/Um4gyaG025YbZaLlDL7aJIl9uzGUxReOBjTLNBE41/Bb5aoIz0FTI6cvBFYYTc88XDC2nC8VB7frA0B2XMU5ZNJsjW1puNO/IMzhnMahxqao8YqpPaxq3mRzoeaZy2PehOd3I44QTP6KwrkJVzZMUM9vCs2saXWavI+zRLAF+cwW5ttS19MVBG+XkcvQBfXBg4Jugc4MP1qw/9jpGpmH5W/TdcWGVZIzhIwnOtg+8Axb1DGlOWoXlSS5BxOPL3EJIaCv/E1rlpi5jFFvHOGFAYIaZTONqN0FSbYRTA9sxgJjYQkzs/kZyNgazQum0JvoCwfhJShENpQ4dbUx5T8qcAo1Qj9k6Asr5gLVT+KvKvmlYFslLy9wVTXfo1/6+F0mr3aXVoY87zy7mwm+9PaO7G1ohp4Etb5sTZm7a0d2E3dmOQ5zkmkxyTNefZvwGc80zPzOicR8/cjMb0UmKq+1iW+hKfMHKSaB6uWKilte2QQ2MaRk/fOQPnoYX0qep3zqFwDqVzSXK7dA62LGGBaoVwNQHmcxhqrwxHJG8c93xNp16/IE+WBrL4lvYayDJGTTesHLOx4cvKMjhjMDH+EPLp2gT7NyYojQVpLJPJki/TSCMdAxrBVw86uDbDwbWZ/zGbAdtHm7VXxGQl+KI1XJRO4Cgl7FAekkFMnFsHZciG9HABjZWs8oQRq4qBLyP+A4BFZXWTmgYJFSnkJHjhC3qJWcuFuyFLGXmU+La+QFurGBr8HdO8pSbCNRdhHnat9AkwyeHP1DIonUHhDAqXYb5lUTpTn4XCdQrp4eLpIQ8XDyOU4IvSNT1EpklldSeUxBRwsWqQteqyuvrWN127po1LCvUBfiEKAZque7rKknljAGmZ9FgfUtNXWZZ8ztq4DRlvLW+IhZHur3nEimIxPbT8NbTxX543ziwPvkytx3u2bRogBwNrLHJrka9NYTccLCq5UjO3BmQZIM705BoqbVCXYWTcQsXr1UITyAhKhlYuzykKRIIvuUOKrFvZFYnkNcluIif+Aw3YstWnlu3OwcznsNV/w0PqhUesTo8dl9Ll4QqFI8o1YpRegS9jLbLpFBlt6DGpAB71lXQylcaww5H2Jo3gqw9961seVAEN0CHQxMHXUQbKQuCLb6yhbbhBTFzuFEUgS5yp4jhg49vuwgOmkn04g+YMnNI58HLsd02aNsGBCtcAOPCi8AVi4LRz0sZGI8HX1prdlLilTIbs8Rga6ZkaSomadw2y6nobMFgdZ4rSNGdqAX691rxoL02gx8zDCLkOkbqGi4MsCaYoPQS+6P+yICs0nKHfqwJTMaAjHZlDyl9FW7vSY+MXAmuh/Np9famvztoXQOwkaAqld93D3y3NyREDfMu01Zidefc4Sf6gvSMSfBFWoDyUTiBL23WdlvtK1szDFP01gywzmEysT6c6jIO1DmZSwjq/xb1BJa9KCskr/HcCZaGBlenLDB4HP9LDJc884xtlTaft3YizrGHeRdEeaI50NWYkmYDSJynXuTw37BoHX7bqT1a1p5ZtJGC2toA8h6EHytcnp5xJqWy40fKUEfgidynpBWSUpQklQRmPNbzttuHPd6SRjhGN4KsPfec7npkCnvFqIItAGU/Xwg5lGKEMLyQmrR1oWRRhl0hRwDGtnDNiTQSRRSwEvvh/AI11jEtrAkbEfNfWGsBEjJdZsjCZeOa6f7/fwWRjowFoGxs+7cCBJuygxdzX/UFptZCycFkGZz2Tdmag9ytEBlU/DfvuB8tvgOEXBLsqM49Ekeutu9Jl5EzKGi7ptZIGWp7O/yd3nymHXWBAU/ZXBVD4tOMG4iGgLHQ9tKRwL4CvnQBrIRrijRkC2HYafIVCakNgCtDDEfuAtVX2gV8PjR2/HpsnWtn0blM/+P20PImCGugaF0Fd4YiUTqBMptM9TboHZXT2GOnpgIPJAJMDdt3V7LjpmM/DGPGKyNVb5ptyDlN73BxQlMBsuxVeaGhgaJMKivAgBk7giy8HoHVfJNPLsslH4EzuRMwYuaEJK8hgEXypU8N5j2PJ8xjj+0y6ibbojx42PVBC2Nw4ypcRdIEvnk4bekjwxdOZ5wu33x59ht68vJu0w9aUke4QNIKvPvTtb/sXPQSyYukEpGg9lvR8UXihPO6dx55VjLLl+mDat5dB1UYalaTl1jBJJvCdfkumbayFyTJYHkIItEMFeSw4MVI6L4RA1mTiwdUJJ/gtJPfta6QwB1+U31q4fIpyugY3XUeZ09a0pgEobN+RahhUBQXoBgmxPERSCePfJTiia9x4Ktdk8Ws8vwbKOIhKUXQJWDi3aDiV7e/qfxeo4PemACEtXVvCF6s7xcOV0pY+5aSOh5aujW+f8Q6RbHNX+ZxCCr52LXR/XwAh64mVk5rOy9UMDjEQtmqQFQNyy6Zr10OkzYvQ+xAjrV9amTyd8zb+bmlryoAmvf0uGtZW06qLj4fW1tgcljIhxItIZGX1eZ6uOTpmbRN2tgXDN9YicDCZeHlPjJwAA6FaCnXgHjHnvCykOFESBM41IKgoYKsyrZD1/CNJe8RcP3CUx7kGaBrjgZyGmq3fvEN1cVJ6aG23stshjNHBF6WTR4y2xSeiaKSRRjqOaARffehb3/IvPoEs7vkKrfkKre3iHi6+wHg288yUa+vKlrWuupevv5KMVBIBKSfSNDLwgq5lDcsymMqaZziTJYZJB6GR52s69WkHD/oPgSlKP/FE/9m/H44Y+r59wAGf31X5S2cwKyy2Zhm2bsswKywKFppHw8fXSwE6QAkp5PS/y+uRotSGFLIQyOLKHU/XLPcpRO3kYEq2LwayQumrAlkyTebTlvD1BTp8+UIMTKWUrzl7U8qR4xgb6z5t6ksxUNYXZIWoL2iS92r5Y9ckyNKW+2jlpZbDHQp9+qaBtRDA6+pz3/TQmIaoa96lEhdX9JuDF1pXxssNga/YXNX6JcdU47mh8ZNOI85/6Dd39rQ2tbUWk2yC9UmGtfV1TLISfrfjAmb9iF/zm+fAdM2f6UmxmtQACb6oUdY20TIU1kcDWu26ZCqhl5kqTLDqZA28XHgTjpDsd+K/cd7rt6AvVA+SImAcHzR2ZoHhaXK5gNygQ3q+ZKQMXyPGPV80QY4eDfQWGNd8jbRXaQRffejGG/2L71x8bZcMLyTJxLfQJZDFwwv5oh+gvu6YBOkCWBrVACpwjaxbXPIZ2n2okjat87wotFAukuVrtTj4OuEE/9m3r2GkMr1aO1Wub6BcP4Bish9l5sFXURhsFcCRzQbT8j1G5I7Ffux0BYgr91JJ5lZXma4BAhmer46vadoj25SSztstQZMEWfw3GU2J+ijZMaWMXw/lHwrKJPgKAZ3UcnhZMv9uhBbKOvuMRSiN33OsSc4v+r8TwKIvmIqlx0CRDONNKV96uKTHbZk+d9WtPQctv0ap73Mond8vx4+ukQNH47fSGyb7wkmWT8QNVJJ/ytBsWQ5PD/Eecui0d3I01fLkvBF5E/j1aihgJgbZuoMtAZvlcMUcZj5vgyyKxyyKNsji4ItkLMnd2azeUdlwXWI+b6JeaOmB6LTj/wPkxHc1b7XWzlRIu54eFSCrQRmwiFw5MJNrxLghV1sLRuBr//7FsENaCjLSSMcRjeCrD33rW54JAOHwQvJw1ed8zWsvVY0SxN7htReL/lfVOeUT07uM+ADt/EZIU0OShiGOlsVKnr7JT5bmewpL8EXhBTy8kHu+JhP/m3m+kOcoYTG3a9jCOrY3c8y2jN+NsfRDefvtwOHD7fOj5a6+3PoqPyHlmwtduTaBMKe27TJdS93UgbeLvvN0urd5Xk3bNOVBU/xSFa8uCoGEEMn1UkOAF0/Xvi+zJkv+DoGyUJti1nltjPr2Wbsuqav8naSQ4i+vyXtCwEFe19JT86d6vfqArNR6Y0aTIX0OgYTA0p7O8odSaK5KL3DKu8D5FL8W44/aeGih3DyaQFsXK9fL8vv4bw1YUj+5vZGflrKx0Yh52rDXwmBSTrCGdUw3gMnaFAZlPOxQrp0iK+LWVoP61tcboaccvlyvTePb0lNkjBg8J9y6seiZIAhj+QzgvWRF4T/0nKsJQ0Zc0j8c94ixDToMX9stPWKkY1DYId9wY3s70sKRRtqbNIKvPvStb3kmwBmg9HCRF4vO4KL0ivm5+dx/2AJaBwTP2pLWKM7YJMCiNIsKaFE6j/EgTxbQXiXN13DJbd0p1pwzTLkT4fp6s66LDk2eTn0aebhoV0PyfJ10UgO+sgyuNJjNcmxu5zh8NMfW3KBga5gPH/YA7OjRbvDFwQkXtFx5kBZOPhx8KOqY/2xxhy8OyoB22XzzRU1B5tZe7lGjNPrfV4nj/4dSDEBqJIGXVLD6AJ0YANqNNVmh9sfAHG+rHEet/NC1Jt2176kzVv+JGXCm0NyGBSuNlk+WFcuvkWt/bc9V03sO82utanqCKXlNA45D00PgKBWw9QGQvF9d4CvWhyGUaiCIzWECNVo7tf9A2JNF2IGfWQy0NyXie0/xZdE8XQJaKp/zFykXuL2RnFQUIU+2VIqQy6zB+iSHm27AruXI8wLGugZ8UeEEsmiNGMnZtbXG87W93ezwp+kYzPNVDwbf+p6AkBgMUxRNuGJZbaxRectqluDcwjYVEpjRd/6I5eM2ZQlbgcKWvlItYTDaxh0SfHEdQ9vtcDZuNT/S8Ucj+OpDN97YvPTc+lRp/nUYYRUL5+isLefqWGy53TuwaGEK6U90zbLrLRBmTL0pBlmZ6nBBuRMRT6dPV3rI80W7FPLFsGStIvBVeb7qnQv3e4+YO3gCsG8DsD68cHYEOLppcPtRg6NHDeZFGHzRUHMjIFdiusIONfAljxHju+TzoeARFXLbZQJeFHJD9caUeP6/i1apZIUoBr5CICOkqKWApq56Y+la+auuY2i6/10BqepPDaZiz9v5P4Z+0G/JOPj/hfs70rSyuspQs/gznWAMXN0xp4M91/x0FdOru+Gq3u4AaFomXYYRUvoq2hrjVSHwysuTv48lXwhRqO0aaNY8WYC+wa9zDfjiR3hQ/r7gS+MlMtKegy/CPaQKeFlhMN/IYHOLyWSCyQZgsioc0OYwMICxvrDZzAMf2h1xOvWRNOT5og26KNY+4vlqDQY1jJ9nQqCsAnxGSTeFPweU7rGVlyy0oUeI/Uj9ReopAGCKwh/6PJuB1pa7amAN6SrcI0bH0HBQRkTgc6SRjiMawVcf+rd/A6z1zIWv4ZrN/PbuFeMqK6ZVlu0NMbh3K6T3cMZF+krLYlT9t9Wnvm78Oi1MJp55cZDFt4JvrRrOwuk80F3Lz0MCiDGSlY4kFG0Pe/Cg93RV97gsRzldRznZhwJrKOcTOJNhPgeObAGHjwKHj3iwVTDwdfvtDfii8BPtXOmh4EsDWZTOZEFriIqiPUQEvLjiJIGXtq4sptDItJjlWPvdl7rAYary1QU404DL8PRQW3cOfLkmHQCdTlDnJ0BCc7GPRh27vpskHroRA9L67UR+18BJSnbWMAZIa1MYOPO5jyn4CgGiruup6SEgEqK+dQ4l+X6H3jHeLu231i5yxsh+8z2mOC8ngMWXRlN+jis4UBZOoFbdfcEX7Q1BMiDP27u/+yVdfi2YcwZZDuRTAJX8MKWFxRqyyT5k+x1snqM+u4yiRdbWGvDlXPuwZgm+NM9XbJD4kgeZzsupBshUZZnZzANH5xb0FvKMcRAmAVmb/7W/G+f8Ac88vSg8INvagq0egjOm3uiL6yT1fVG38Oj5Gmlv0gi++tBNN3mOXEkEVxQoqxBCiqMmBlQCrdPnJYPiTExjUBx4WZZu4BUeyz610sMXsXJEQIydn6nBQRk/g4PMelQWATmgvXOR9HxR+VJCUTgibcRhLRwyzM0EW24N25sZ5pt+bdd87mXPbbd5kHXkSBt8HT7sP33AF19wHRKwHExp4Gs6bdpBQ8EBFg0Nle3coseLyhLRn3WePp6bGK3K6q0pWF3KV0xZWwZQadd4+u6DsjbIWug3f7uNAFltVFGlBTT/GO00KIs9XD5AXfWIwavHpgJmfGwcTA1aYbwSS1d2E5TxboUABE+TwzCkjhhoioEarW7tniE0hO+E+iy9hvLoDE4yxFDiDQ1XaOmaE4i3h4M+zTBGv/mGxVy0lWWTjzYt9OCrSad9NiwMJsgxxTqm6waTtSksymZtF8lPHl5Iwo2Op9HAF6FLoH0uqARZPEpHetDYGaOGDarZ3KzXppFHrGSDaJxr6TXa0gkOi6TOQx/w/87BVlvpt65bC7O5CZvn3sjM4/RXMdlHGmmXaQRfPai47bbapkHMpsAiyJIfoM14NJIAi9L4B6gszVkGM5m046VpLVXo7AwZL83BmtxZKBReSAhFgjvKT/XycqhethbMlQbFLMP2Voaj2xm25qa2hPINJGlXw6JoltBxI50WdsjXfGnhK9qaL+oaD1PhXePClL4Dze7BJMg1pZ3Xw9eV8U09uCeua23UXqQYaNH+d93Tp88p5cg2DAFlwX6wN3vBk+Vc+8Xv0ppTwFcMcPFyZNqQCaSBLHoJeJ6UMhLQfD2WxsA7Cf1vZxpQxu3kqcO5DMiKga8QDQF+ffux1yg0bsQbJfiR04oAEY8I4KCN83MOpjje2Npa9IhxJxAvU/N8aWt4eTg53U9giyLouUGOB4lQ6DmtBZvmObBmkE0nyCcFYF0TXri+7g2UHByRcJOWRd5pjjg5KOODQTsws03AaoFL69bpuJwAKKPBMvO590xVD4Eie0o0YIp7xOi3BGVyKnPdR34A1GvHstmspSsBo59ppOOTRvDVgzYBVHsdLni3JMiS/xcsPOw/fVphhEDLu2VN5d0iMEXxzxQuSOCLgI48I4OYuwRflM5Bk/SIcfDFQZkMR6RrWebjt20Gl09QTqZwkylc5suZz4GtucFm4cMMSU6Qh4t4Pk8nWUORFeTR4oBJWjg18CXBDgl6sQEUP88SwOKmGoD/XVs2GZCTdfE6Q+ArdOaNFrJH1Fef3mnlrauNoWs7Db60ekMYoI0T4gPW8nBJkLWMKyOF+mjkQ5G7Vn5oUEMAj/etC7glWBwMHAtddGoxobVjGqjRupsKmkKUCrK60kPtXDUty0d4X6WHi0CTtfqaNg6uJD8mHi+BF+fzFFrI5QOg7j3RqlMDX7wfHGyRYY6HlgNNvRRlz3n4AvjKgGLNwuQW1kxgc4cy9xWYfA47WYfZ2F8d1lzUW8qrbr1YesjDJY+/IeFJ6aGzSsVOzmZ7G4aAWQXWnHPNuWDVB2jrRVqIoswDxPUkK/4TxTeaH8MOR9qbNIKvHrRVfSTjkAwEaDMHmSY3zCDPVgbGWEx11lbl4TK0SyEBHQJYfO0VebE4yCLwRafG0zatZLaLecSkJ0tZC+Zq9JDDTSZw+QSwGWCA0hnMS4t5YTHftChKAwezYHCjjTJ4dAQXmvIjd8TiQl1aXGNClrxVQKMbSvAjhT9d13Y5k6BJfrhllW/wxNN4/RIkdnlvQrRK63kfnJCgS0fvkWnye1f+vuMUbRf3cOkZFpmApK6HEAIwQ4hP+FgdoXx92qWVKV0b8ju9iAkTQ16tPWK8CZ1bM4bnEZ/TMbAm00J5Yvk16sLqGq1iTtP9qe9nbJwkqKF04pnW6lu+S54aMjZJgMdBmwRqVK70lMm28rbwOil0nPJLWQIslk9h6AQICRsBJJ59dIdD5eyaGQ/m4JDZCXKbYbK2hmyjhDXOZywKmPnMA7L5HHBlA8q0tV3cwxUCX9zDRWGNhw97oMXPKj161OsFlYA2XEAfPer1gq0tv0Oi86GCZjaDpWUY1QBSdJBB2FANJU3Tp/gH7P9WeMqONNKepRF89aAZAO1ECc1yQ9+l5UZulGHgPVyZqTxcdA8BHQJAFGxO29ESmJLga9++5iBC0uZ5Ot8QQ/OIUUC7CCN0gAdVeQWysgmQ+dY6GBTOoIRF4Syc86GFZEQjGcEXWPPoCH4OtQRdUugBbSHJQQ0BGsoDtIUtv7d+dgFddFni7dM8XzxalG/2wT1isgwNVKQoX0OUu5BSyctLyS+fR8wzFqNVgLJYvb2V2SFAiVeiDeCqgBevS5ab+gCkNSGlLu1314NPncCqV43KijcrNNxd+UN8IQSyUrui/dbeza7HljLsMRpiHNEMOV3gi3g6934BjVeI7ol5+YdSF18iIj5LUQkU+cAjFSQ/568YN+SRd257G7VxjQAdxzC+DIM8N5hMrNiM2MFYh2ytRLbmAZkh6FIUfut2AmXSU6aBLwJeEnwdOdIGXzL+/8gRXxY1nM42pfyVkDazmV8jxrYddqjCEV17l2f6EDBrPS/2AfsPBF9zxDaab+KTdpN2u76RjkcawVcPmlcfImmB4ekEtnieDI13i3u4bHXehZ1Mmm3iuYeL1kuRVOBgip/8uLbm0/gp8Ma006XnS3jKnDGNF2uyBpdPfLgggBIGhbMoSouiMHBzD7xIyBJoknH6cnvgECjji6yroVEBCuUlhYdbPENKuixTghktFLGLuBDWPF2a54sfq0b38S3rG4+YgxXlemps/F1hcZLqcCxFjDUlVXkUJStedjrAS9HNY/WEFNEh3oBoXoewxB+iHWrIn38PDXao0/Q/hiyGarEx7T5mvQiV0xcZJLVR/I48L64oB4sLNDEGjPoCLvm9yzjQB4zoRhlfoXY7eRCH85Gm5NoDVXuUTK338/ZxjxMPzaNrkmfytL7vNd95lr8mGm8jPhwCX3z3cxLP/OxHLgdoPAhwFoW/xr1lPMqB193wfwNrDbLMijB1BwsHa0vk6w7WlLAVXDFFATPf9qGBc3b4sga+aME07WTFQRbl19K5p2xrq+0R45uDVA/aVsLfzmYo2a6JHHjJNfPcQ8ZnpgxdJBo3mh/peKQRfPUgbkORwIv/5yGEPMQwM6b+WMMOOp5OYWijDDqgOMsarxTbKbAGX7SDIF/bRfklyFI8X84YthEHA18wKJ3BrMwwLy1mRYZybuBc48nicfdA2+LJ11dxAMYtohKUyXVaXCCSIsGFINAGXzw/tYksrhSvT+WHwBm3emoWzpAumgq8QmGHHHwRADOGALy3dlpT1nH0RtMgUkhoZi2wVXXMtQZFV7I48fRlvWup1EcB4/ND3ifnAy+7TuMKeOuHW7je+ikLirkRWwUYHUzJPPJ7lzulL4VektT7+pQTusa+O2NUL1f9TAh0BZ5xaBjo+XeBrti9od+cZPl9hlIDU/rtYaOM5xkO9ZaRqIaqr4VFaRDxDGsMSmuRWeJavsjGaLQIvnhIIuXVeGaKV4zzay4PCERxjxt1nf5zoCbPbZSnq5BIJdslB2ty3S/JS0rjMpKvIeZ9DYWdN7vjmmpLe9sCf4BDZhzybA2T/QVyU8KaSuDyXRM3jza7GhL4oq2FpeeLthfmni/pESM0SWvEeHrlEcs2N+E2N5FVnjIHoHR+m3nrHArX7JpIG3fQ9/p5sf8hUKbTuOZrpL1JI/hagghocQ8X/c7RADCgsmTlef1pebhCIIuDKR5eKNM1zxcHX9NpO30yAWBQ2gxFNkWRr6HMJiiRAfAHG2s71hL/5RtecNkt118BulLOha92Dw0L5ZfXeagKF378nBcCd7ytVB7/T8Q9Uzz0j1tDQ6BsYV4wJSHm/bLWwRhgUv2m/5aUp7IEygKYF7r2kKI4BbQ4o6Qbnl+Ych3rZ2jHOa0p/JnKcY85bPrgBvlMtWcScx6FygGM7uEIKM9+V77FRpghne7zvatjq6YEwNT7OwT4pzQabPWZsnko3u8mz+Lv0HNP/Q4sgvoBmFL9LUkCjrZ9hJlQWozY6QxPs470sZoIAw5PNzZDllkfmm4tAIfSVYfniuLLsvGKZVnbiBfzcEm+6pxu0CKZQfk4/+dl8f8a+KL7+Qa/EnyRN0x6smQ7OP+jfsp2yOfM5Yfsu5RLxnhQNp1arK1N2C6MDjYrkK2vIZtswO7fhi3ZbopHj3q9gEATT0/wfC2EIxJYKwp/gHQFygzbvtg58tLNYedzZPM5+BqxOfzrXqANusj4PdCkNNJIe4pG8NWDuCeLvksPF6XVHi5UekOew1RhhIY4OWn3GxttTxYHX/yMLJIylE7hhRHPl7MWmEzhNjbgNvYBa+twee6FX2GwPbPY2jLYnlt1m165fTv3VhXMwBPCAiHlRIIqfg8JFx7CIcELtyyS1ygVfGn1Su8U1U0CWYYFctAntxiWlszYxxjAWA+4jGl0TAPnNUq+20eX4qRR2ISuK1PcTEsajniIHriZup2uAikOHKSZ+tZQ86RSIgHaEAAmv4eUXTkMISVdV7AXwae/Vu3E56rnZ9BoCqEKQ50ONXwoQl0laX1J0Zi1+/lAO9Rj5mCa8TMmWkXKa0D5eH5gUSmPlSHb0KfLsfzyGs0lwA9BPf9q71V1XeMH2i5DdE0bqFQjjuwY8QKA8QladOu9X6aCzgam5eGiWxZDqhfTeX7i/RTGx58hfU/Z7ZaDGA6+iL/zcx45yOIb//KIBVoRID1ZfHg5GOPrw/hj4P8Dww2gkTd8o2OSPWI/LABAnmWY5mtYm04wXduHPKvm1nwG7NuE2bcfZvMosD2DcRHPFwdfDGQtrAXjZ8RsbTX52Tb3ZjaD3dyE3dz0U5o8YgCsc5g7hwyNV4uAF9+8o54z6mQdaaS9TSP46kE5mgGrQRbaHi5rGg9Xluf+cEAOsqSHKwS+6IysAwfaICsWdqhtuAGD0mSY2ynmdoKinMBtWziYhQOK+dor7RgRLtDkJhgaSSGnKSOaAm5tW6A614Ad2guEgyy+pXAsncoK7YIoQREQj+2Xls7QtS7wRYupTVkp7MbpDZUf6RLsehCaEiw8XC1thJluTeCBSm8PlS6Bl9bEkM7XF1NoinkI+HVhm1D5sl0SkLXaYNDy2JCHxgOy5kYTK1BWGGpsSsNDYEdtfKCjMZJtjwzuYqhgpaK3+oTW9xRbQwiThuZfCGxrebq6p7VFKy8E/Pl3NU/QwxUJM5CeL77gdlnwJV0xPJ6cd8AZwAEW1WZS1iwFvmS6c41M4LsQUrf68nm59pbq5WHh3COmecp4HSEQzo2WvK2pj0EaCakOCpEkb5xvk0GeA2trGdbXs3rvLv/W5cjzHNn+KfKN/bBO7I6obcTBQZY8I+bwYR/CKA/oJI/Y0aPeI1aWfr0YpVegzDkHU5a1R6wQHrECXs8q0AZfcSWWry7bLRo33Bipm0bw1YMmaM75IvC1EF5YgSOzsQHDdxakzS24J4uDLw1kUfqBA4vgS+x2WHu41tfh1jbgplO/cYYDZnODrZnB5lGL7ZmpF0Xz40J4eCEHLikHVAJhxUITdBpg4XogkTToTqdtgMXbSh45mS5BGZXFwyY5SUHJwwRD4Evep+lHMp1+GwD1Aon6UyWGFtNpoCxGXeBL83A5t3hN5uFoI1UzVcZoWdIwhGwur7cPKKM0OWw6PjGt381/n1mu1qEwu2CoovZSxEgijVBn5LUulJD4TFsgS7mn1X+lSH4+F//fXA//TgFlMr0Lw6Z2O0Sxx9ZZNt3rHICy4QmUFmMuGijr6xELNZr4gcb8eIxdzdP8emHnfPNldZK9aTyZquDYT8OcBEBaw6jwdxmVAPQHWXRNygU+HPy7fDS8nzwttjZN9iFkKCQPHY/G4MdzNifHWKxNplib5lhbd5hkzvOqooDZ2ILZ2Aez5c/zqjfWIDBFG2tw8HX77Yvgi3vQjh5thDF5xPbta9Kdg93ehtnchD1yBLlzcNWOLRSOWFT/+WOdLE6XkUba8zSCrx60Vn0Ab1HKssx7uKxtPFwcZO3f77kdxS5wkMXB1759TfrGhg7KNjYa8EW7IPJwRBgUyDBDjrnLMd/OUcILvtms2Yyoy8MFtDfDSPEaAYtgyo9RI7ykvKbrIcGlKc2aE0iGQnZ5vig/9+BR+fI/tyhyIQssWh4l8fZyJxIXtNZW4RTOwMHCGQfYCpFRJios9OlyP8rOSHTCGysfHNdqKF1+NwYgN4apTRDdbYo0U0vX/g8lDUzJukL3aRRSFtmvQIltUNY6tLkLGWiN6AvWuqhvGwLkpCsr5Z4ewDwVO0ilNuXVidEQjNpvGAViAYaBLI1faNeCzXC6xUJz63BE4ODBl6k2bFJAl+SJWnM42OFru4D22i4KR5csi//nXiMe2i49XxJ8Net0F4GgJgM0nsUjSEIAVD42PjZ8PDTwZW0j83hbCZRtbfFNnUxlxzVYW7PsmE+/m2KOHJMN7xHLyHMkD+iU4YgEvioPVw3WeDoJY/KssfSWR2wyqdOdc7BlCVMUsEWBjJ0jBjQ6mU7jhhsj7U0awVcPWq8+MMav4aoOKDZ8W/fJpA2m1tb0dB5eKEEZ93yJtV3OWrh8gnK67reCn0zgTAbnKg/XNrC5ZbA9MygLoHSNh0uGEUoPF2f0PF5ewwBSGBC4ot/S4ieJCzZuTeRCrTaiKpZA+t4XfFGftLVgXBDKdlJbuZUxJHg1kmNHz8BawNlKDa8HAADKcLxmKkmFXKIbDWxxrYbnkwhlWbeA0lTeTJ4m86yqLs3hE7NapzqI0vMTcK3u42vJIMAYlRHq1IqAUl/SHknswOMuq37sd9/89P1YzCPtP92zksejgSlp4eGdD3nKUwYjtcEtJu6FgTOogZcGuPoQAQluJ6qNWEp4oZQjQCNy5ZbyZB9NBV/a0JCs0kATx68hA1MMmElDgRbWaG0j32ToO62Jlh6xzU2vchw9yjxi1mA6ybG2lmFtCkzyaj3ypICZbMNON7xnbF6tESMP1/79Xo+RYYc8HJGDLw7KSAEhjxhPdw5mexvZ5iayo0fh+Blm0M9eHWmkvU4j+OpB2YknIiNuR2CKwgi5h0uCrBTwFVrzJdZ2OWcwLy22C78N/GzbVhbFxsMVCiMkr5cEWRy4AG3wJRn/EIG5sMZJCDQZyhECNhoO4SBRrk3Twg7Lsh2mKEMYZYQfEBZ0HIxxChmgaay5wK+tk2WloMCHsDpYGJReibEWsBngygqXlYtSXJPu8rf28Lq0gmNEXcb4VdWhkTZcmuGf500tfzF/qAAXPY9NArOdfnKyKzGA5Sl+XQPbSe0Q4DzkceB5+5bf9zXoMy+OySsmB5tbBzha6eIFisvHAYyRWThjK+BlKq9+W84QT+TRB1zOxLxfPIoixSBIckQLFdR2KKT1xFImaZ4yPrSaQTC0k68Wbkjf+8wN6iu/h4NQuQEIlz0SlG1utteI+eAaU5984+3KDtZmmNgc0+kaJhslcluCwhRbG3EkbLgRBV+UfuRIsy0+XyPGD4oGkDkH3HJL+uCNNNIeoBF89aG73KXhypNJ45XiHq7pdNHzFQJlEmRV+V2WAcaizCcoJ+soJmtwdgIHD7S258DWJrDZHCZfC7Q+YYQhS+QQC6UEWcBiiAcHHfxQyZCVkQsQCX64lVETdNRnDjiBZgdEGiN5T2hjQfmdg0SJgXgYCbWZhGvb2mpaoSHVY4fz6AvGWRhjYWwGk6O6gKYwvhiPN0BqLZz2GMgaSprXIda1kJciRl2YtK9HTLs/3J4wKINDe6OTXaY+YYR9pltfD1fMppDalhAG0eoJ3Xdcvk4hcCX/S+sX3961Zs7WR2QYC1c2G6jUoKtoyx6SVZoRjJ/7KJtGsoVvsCG7wpsud6KlNPJwNduxt8MOCYjIenk5EiBy2SnlbcgAoIUUUjr/L+coJ54mjaRcdnLwpXkBte31NzcXd3icTi3W1y3W14DJ1BsKjS1hphNkZgq7vg92PvOGwsCGGwsesSNH9HDECnzVoOzIkXY6t2oGwVdZfXaTdru+kY5HGsFXHzrllIYTpYIsns7DCPmaL+Wcr9IZzOYWWzOLraMWs8JUjNrU4GFra3F7dQIVmodLAxY8RILSiIjhSsVVk8kaGJFWRs7cuxY3tw4cFgZXKQA1i2nI8yXBV2gb/Vg0D+9zKN6fxlzmlaEucq0chdEYABYGGSysyZBlBrX/gcAXHwhesSbR+QO8A5DstuYVlfm7aCiYSvV8cCVMqyOljXUWJxI0DS32u8uVpwF4XqdrJ8kipFLYBaQkpXishoI1LY13WwL6GMA67l+pUAe0RbySiVXavYNBCYuitChLU5/FxA2CnA9zXqvtUqvNFy4f6DtPD4UXamu75HbsMZkkHH11OVJ2cnlB/ZrNGk+dc235SOGT1GdeFy+LQgjlmGjATxooSUxI7yCf8wTKuKylsZjN2h4xD76aUEU6q9Iai0k+xdokx9r6RrNxBwdNtDU9B1kEpuRGHMLzBed0UEYdn8+Br3wlabqPNNJeoRF89aFTTmnWdmngqwuU0dbxFcgia2FpJ5hnUxRminKewxm/Xmt723u3aKMMfjglAQi5zkmzuMVAVkjB4eEVGnOXQEyGC1IZ0rLG0zXwFRKAoXBE2ccu8NW1yYi2O6IMR+TKvlSa+T3cMi6VAx6Xr1ksDXzsPayFyQBnbePpCK3cpsHVFPEUbVY+cK5VSLAnEY+11TIP33h//heRz+PY91XQsp6HkCckVNcqqauezvocGhBksAisZIFUaehaqCGtNPE9Yezl9NSasQrqM71D92sAeOfBFZ2FBXYuFl0qfdwenfdHDQ1ZnPj11MHQJpxEHTyNg696a0EDVxqUhcWs9B4vAl/8vEgyFMY8X1yeSfxPoIWzOEqT266HDH8cfIU8XzLsUOP1/BHINvOh5MCJt0+uQ+a4VkamhML/5aNOeRfpP2cXmqEwyxbXiEn5rHrE1psVGMaVyEyObGOCbLoBW85hXOk31pAesRTPF0/fZiu9ZrNIr8cNN0bamzSCrz50yimLIOvgwfCuhgxkIWs8XG5jozpk2aIoaaMMg61Ng9nc7wxF4IGv4eIeFe6l4fKYx9anyGApUEJWfgm25G8uALmQCa3tGgq+WjIfTbulIAoBUQ5cKWSTgzW5KQkfUy5IY4KO3yfBF/0nYcw9i3Qf5clzAzfJYIwHYNbAQxpjYbgm7Fxz/g83xYYUcvmgNa2T8oU66ASUqjUPn+5YC5fQiTtpGeVYU7TlUHSVv9P5F6gGW1SAUkGs8lVSAvjVjBP8uzbFJE9aJr9Mi7WzD+0EKGs/Vmp0BFxx40iss8xAsqCBx/IyRu5qhp4DWQ5XW9P8WtXCAbMqKmPOeKcEX5TOvUMySkMCDSJpEOQyg++CqIGsGPjiMkkaCmNGNh5RwuUtl4PSOKqBrKJo5JomzzVAqmHurmmgEW8D7y+1heSeHNdGnpta7aEdlWvwZSwm+cRvZb+xgenEeRnmPJgyR48CB5pDmQ0HWXTGmNya/vbb/X/u+draSuvsSCPtIRrBVx+62908sOLgS9vVkLaB39io0x0s5ibHHBPM5xMU88yHa5RNCKEMI+Q7EUrroLZRhtS/KU2CK033pu88TQur04RRF/jSLJOaBU0DZV7gOljjkBn/37rF5f6Oay4OKI1BkRkUE+M9hgCcM2rYIYGy7e1FIUiKgrXNeNNY8jGv28FwD9A8G6k4kGeMBBeV06QbTCY0vgYg4EbWcQuYiYHJqiCfmClWNlgqXdoCCu7CXELTNIZAY7v/0ngvcaKmsMeMCTEQ0MfTIud17N6+YG0IuFssJHZNvOiS+gzEwr0ddUeaoxYn+FIoP58X/N7U/KlKqGxTKmn8syu/9IIDbeA1mOSLRWmyAV3/pbWrbqypojUylMiA0tYybDYHtpW1tBx8aeHfcjda4oGaR0cba+mxagxX7bOtNPDVpLuKTzlktpEzC8fS8XkFL2OM9QdIl5UAkmF9ZPgjoxp/DBys0Yezbe4llDI9BL6kQ5Tnl9NBewflNJrP2yIhy5owRW5QzPNGj2k8YgaTicHaWvMcSIZlsMgnE+STDeQH5357FlKG6BBn7VwwzfN19CjCNHq+RtqbNIKvPnTqqR5UAc1ZW+Thmk69h8tmKCdrKNfWUU7W4fLchxYWJJz8gcecKWvWQRJCJJz4Wi0tFCFk8eKCQOrSXBHgIIsDL5mugTKZX8bjE6OWzJoEprRY0rV6cbDzDNui9Od9wEsXrqzw784YZDCw1iLPsspq2wh9binl4IvvjsWfz/b2otCP6Tj07LggJqMzF8Q0FhpY5kZqeub1WjBjkFmLzBjYvKzGiJlKjVkMSZKoPEQcCfXRRnn5rcHyD9aQ8ob2mHBlOQVk8XycukDPUOoCYMvWE+qnMa5W9ppDmIGwGzGAUEIVaqhGS2suqu3h7eRvpDGmF/BZhmJd0vLGwHSfezQjlLzG03n+Os3XwCa9ojX3RZB93B8SDXJGLKxpzgGlsyicQTGrzu3Cogzja7ti65Nja2y1qanJKpIV3MNF6dMp6jC4OPjyFRvnYFzlgal+q0MMP78tLGD8pki2ahBfjkuyhPpDRjyZTmybNhKRLJsDKhqjEMjqmz82TaRMkrsJczlPa8TIgMnlPI31ZNI8u0meYzrNsDadNs/NlTDTGex0P+y+o7CzbaBkHjEKU6RwRKIjR0Kze6SR9iyN4KsP/eAPerBlzKKHazoFjEFRGswKi615hu3NDPOyOmCybMIICVBx65L0xBCDk2EHwKJOHbIQxoQ/0BYEfBekGPjqm67tOEXMWgtH1MIUvYR3MGUJUxZAKbbD0gbCGJgsg6ldbrYWmrAGmBhYW61PqDxiXLjP574obvnjShgHVoUwdGnKg4z44XVx4qEpfC60rLqZwSS3MBPAZhZ+b3q3qMEQca2Ua4gxkyh1khNHhRJkyQ7VqAVAh00/BHA0BUzLE9JPQ4rxEOqDQ1dC1B8OuBwHPuKZ8v4vXFMGJ3SdT3ZepIb6XBtwacWnNGEZkrYCTtp8iZVD/7V3t095Mf7b0YrFhvTVsmPoJYQSNQsb154JfJVAMTeYFT5UnkcH8GgCGV7I03l4oQa+usZURlf4bdG9Z4VHUWQZWh4X8nBlFsgzh0nmkKNEVuHdel0dF7ihB1qlGZvBZoCxxvNg0+btkl1yGckPhNbCC4HFUMw+IEuWEzLYatMlhP2Nadv3JPvnOxRzOc8jXPw1U4EyI0CZxcRaTPMJpgc2MM1KWFs1QPOIUcNuvz0+eUYaaQ/SCL760F3vChw86EMtbIbCTjDP1lBggnKWwwEoCoNttlZLgiweagHE13BpzFEqNZq1VRP6MhwQWFxH1QWmYmBNteoK8MWVmMVwRB/6kdnqY3x8uNfdHYDSg65CuAGVATLUCI5kqkYZWOTwoCzPMpQwLUse9Z17xCQo48+TmqBtT68JLnresi66xkHWZKKn5zlQOgNngBIGtsI4pgQMMhhbqcTOtc8Fo+/UuICi3SIJ2jSJTAMiURSBYNtoJPVKMAM4w1V6s1B8DF/zLqQq2EPBU1/lm+ftyp9UnlF+SDQoCwpd01Ck1ohQwzQQr5C8qjVBKyIVTMv8IYCXQnLKdlGM58o0n96e5W1PZgfI0gRAl2BIabxk6gSwqmvOZnDIUJYWQNZ4uMTuhRJ8kedLgq/QGZNyB97YePL1RqHwwhD4oo01LBwsCmRlAVsW8BwUOnJReFlr3JwHEsZSuufJzvjNklzWzEvnTEt+yrVdfDy6HnUMTHWBr5SdfEOilZN876gczfgqj47hz1I+z8nEYm1qsbaWV2GKrtr5d4p8bYpssg/5wW1viKX36LbbIhN+DDscaW/SCL560Pb3/QC2TzgBADCfe5C1uWWwvW0wm3sGS2FqmoDSQBbQZqQhZgfE5Su3tMVAlowwCXmmQvm7PF8aAJPtobSFOgC/pss4vytS4TtsupQT7ZpsaPWxttq8IrNA5uCsbxRFMUihwrEFxxd87ZcGEmSEH6XRd1LopUeMh6ZIQUxWQ6m8+nBEv8WFhUVmMhjamp5u5Lt/LKOlAnp4IZ8E8O3U8ldPtAFmpLSgKUqrtktZ580bSnKOxvJJ7JmikFMb63vkQcmyA7INDo3C3kp3ekPk9S5KLac14E0+YyQypmbXX/wsVfCjhulCOI93PzYv6H/XvEgFyF1gOqSnN7fQxjhlhccaI0kQZHWBsmWIv7fK1vElLMrSVnzLtLxVUraRzKPIDi7zeFQH8UANJPBmaXKKlHgevsY9K9zzxUEZbYsOAKZ0QOHPoDKF2JmKGDtn1jHe5sgg6J+JP3vPwDrPjXNrUBpab7wYksgfZ0y0SXkSwonUfA2USaDL83P9Q5t6lBYjfg9/jjRf2PBFQJlRwhQNrHHIaeOOtQ2sTV1r063tfCPeuJFG2oM0gq8e9O+35pg7P2Rk0eMeLqC9ZXlXGCGRpkuFSANZWjpndCHwpXmyukBZqO4QKAspoho2Aih6g5QSLCqgMeIDp3l4qo4ZY2AyXrGDs0CZA+XE5/VhIabloZTOHXqm1rbxSAw8c2EKtIUwby6lU9O5VVHOKRJEmTXIrQUywFjbKMNc6ktEF5KwmnLHtSIZXkj1dIAyGm+g/Wg5EKnX6PGrir7ZBcpi3UgFWbwe+XxjOEWjIEiskWfz3dDkX8hsmoq1wdAazNPkBA1NWJkn0ImFvlfpHHC1Wq+MXxdpYxwbczkFleatZF4sgrL2vG6Da1cDLvrdAl59PV9a/liDNcYtBQC9o85vUjQvLOYlUFTsQe4IS+CLZJ4MO3SuveMsjxRLwY9SZnCZRHJJ93w55BkwnfgQQx9JUY29KVFHUWg7WWhWs+QX3P8x8KDBoJkL1FfaVEOrRnvUfcILu0BWLD3kLZNTTILBFFDGcSwRTTvu9aJnzIE07ahIYYp8DR/RbbfF1NgSu++JKruzjPQ9TyP46kE33dTsasrPi6LztkIgS2NoZcf7yeWl1HWlHNXAlARZIfAlrU9UR8BxpNbN26UBLZkeAooAfIShA0wHU08iIRkM0Jj56LupfEbOIHMWk8wvoC5dc6YabzcpFvwcL02h04BYSOHj1mCqj54NDxmhdNodkcqsQWHmvQqZyeAy58/dkgp4iimTa8cyXQsvpLwJD9po6aZSWeg2uPZW9aIq2TwNHKUo0bzpKde1/y1M2bceDrogv3d0oC86iN2bimyGdFK5RU4bIv5ctakXM2rw5x4D40PnRUgHDwG2VkBt3fAAaAppuppG3pWeMi94w2XsOVAdL2ZQOGBeNGu7OPji5+XGwgtD0R6xJmoyjDxctLaLwBelkVJe77RnHCa2RO5K2FkJzJ1/JlxAa2hnGTLNP1shL8uGfBWPOYS9ZbrUO/hz4PfRs5PlpYQpaulcxMSIgjHIKwbo0zH2/InGJV8jHY80gq8edNNN/kgKzpzIu8XD0Pow2VSQ1eXJAhbT6R5K0xbEhtZkcYAVSk8BXyHi/QMC+qd2E1XOOT4NbgraIZcS3UuhJD5gD5kxQNbYriTAol2qQuBLCqQUovJ4N/gz5SGK8llLsGGtV5roJDC/A7IBjIOxmX/jy8g6Bzl2shMhBMknBx84YFEqKyjemGa9Cf2uMteKbMgjRs3izZFNTpmTQ6mPQj9SmELjJ+0HoftScceQdrVBtm9EM0NpEjbXkrVmmTclf6yhGhOWgoTeNWsBm8HZDDAZfNyB531VdF4LNJG8I68XDy+Ux6IMab5sKt8Fl3YolFvH850O+aHJ1q9Yg3EknEW8oxaCEhtTEZq5ILhb9zQfuuLQzt41FtrU4L9D4Ct0TfN8aaAsNkS8HK0OSuPRHCFPmTZVNZ2HrvEwRT4vAL8B4kgjHW80gq8edPPNzfES3OKnWYE0kEX/QxZ0DQCFPFYpnqxQfq7Ma+khBqiDspYqrC5TaduBKS+UK4sSqS6Pc+o22mCZTVtK8QfSapSQZoY8RoCxDrn1oMW5xsImww5JwNBzJ1BGc8Jar4hwgCYFIx9Tui49itRE7vmSAtTfY1pbFdfpbC2YrYbL0JhRh+R49SUpaUPSVD4jkd8AysRztVes5RFzjUIDtMdr2e5I0t5ZjUIgT4KHJCCgZeQGBjlB+jYuhGj6oJSUeiO3pIyLbFrsOS/7rFONR6b+0+Zfhs9rzQ3QF2Rp+Yd2iguY6l10sCiNRVkY/6l6FAsvnInNpLiiTl4vCb60KBAuQzhrCG3EQOGF/AxICcrW1pjcc4ApAVsC1gH1wis+rqGxou/0XxOE/L827HyLUjIgGXgDEtqSrilFl5/yUBXuVZTTJeb5kmvBNJDFwRr3WFL52tKJ0HOmd1q+CqHXgD8C+S6GdBWga6f5ErsfBrjb9Y10PNIIvnrQ7bcvbrSgrc+l//w7KdYaH495nzSQpW3HroEvDWTxXQr7gS+CUf57W0hwbtrk9WWZCtzEBVYrNKf+yEysYVyy0AORmpwmYLlWwNpjbAaTGw9M2EYcHDwBzRbBfC2YFH68Gn6/5hWT1wgPyXnEgRnQfpbazpOUB/D27IzS6/GPoIAQUgxRT5DlG6W4dPkgBqwWpjYnG/ANHviMdM6gY7otRX3L5PmT79UyhjqVUmjsnqGDFAV7wIImGak2VFQqntyZ58z4GOdHpMjXCr2iRWqapdSOeUf6gLJwg/V3SuapegTAbx9fhRhSi7jizdctxzxfWn7eBa35Wnih9HDQNen5khtrcFAGeOAF5yrP13wRKcTGUzJTCV61PFCne0WuBl2mJUehA23WDs+ya+YNwHnxB3/kSGuGRsCX5smKpWthijyv3JmZyy0tfJGGKvYqxECZ1Ef41I6esTzSSHuURvDVgzj4ipFmueGMR7PudAkiDrJWBb5CIMsY+G3eq+3fW4LCtbl7p86jDYZM1/JLktZkGlDqhBzkEHjgwpd7fmzp+14pUibzEi4rDXJj/HqqNYt5AQBmYS0YD0eUYxwTUJryyC2G5PGiIZD5G89XsxaMAzYAyCxgMuu9eRkDLdp4hkgoBQtgl5cXes4h8KWhTfbbUH561n4xWwtwGefqiRoCZWgBtMVu8K7IKRgaGp5flhUj1lxqqNbMeAFaQ+vCE1FLrCz5zLX8obK0TgQAWSppeJxf69vl5rcCsuTzZt1q8iiabkiZlmCqC3yF0uXYy4HQKAAgnKs8XqVBUeoba8jjUrTwQuJTMgyNV89tZrwp2tou9VDeiV/X1VrbBb/r3SQvMTEOtnSw5BIvyUUjYupCYy0bqglJOfEWw0CC429C86KrTYIclVfV7aMYPChzxrNGYwyzTzagjDb74E3RPFkh8OVck5bni+vcteNytF2BJTCTbUocipri4KvA7m+4sdv1jXQ80gi+etDWVrdeSYo459lAI2ykRS+UPgR88bVdPC6aX2uAQQRkcU9W6TmgvyWiDMQEWhf4SgVlJFG45ytk7gulS3LVuWDSTOeqQ5mdgXUW1mbI4PM6tEEV0AZf29u6sAl5SXkeIhKWHN9w+S/lPk8nhaYuL6sOlLbGW4YtA0ucePyjXB2vPQ8xjuoY9/VwyY5xJCpQaN2Cer74lBbgoq+VTib1J44fYgq8prj3AVv8vqZeppSZdrsdAyqLp6FBH39K52OsNXSFnW61GbxuLIIt1iytC120ii7L/KzxrTbCoL/CTP+1sENZlixHA2Vdg6ANIBcqEnRxIQMApak9X3O2Hojv2MvDCKXnK3SMSozdSkzDZRIZD/mhyXJXQxl2aI1DZryHyxQlUNJ2/k7X7KnykHyJga8QAAsZQFLlZBcgZO1tySr6TzKpum5JsBMoA4lyw6pozrfsA75iICuWnmWLnjLtkG0OyFJBGW2CNtJIxxNFzDUjSeJb5mrxzUSa4JfChodW8JAKsu6t6kNl8nCN+pM5WFPCutKfeVLMYYo5zHzxs7BncGggYhQBQJ2kodxQvq77Q8BP0SRMUSBDiUlWYm3qsLbEc5ALw7VNU7Sm8FAP+eGKED/+YHPTf7a2gK1tYHtW7Vzm2Bk+MP6QaRhx4DEaZYOj/FBjY6RpZ1ziymfPFVHKx/NLZTZGBtQ7GOPnunH+4++nz+I7G9OVuCKv5deax0FBK70GLAbOkcJkSG+qQGPdi/qZ1R9XfWj9DlOwnPauxBiVaxQ1Utbqeqqy+bwpq/OMXPW/HZnXXKv7BFIgw1MohOFDebgRRIJb2WUaRThXzwPjytYcSSL+kPncpv9aPJWWv+tdkPVxCgkUHvKAZoY7eoZoPoUzmJemPjiZ1nLRRwKtVBGg4QfeVOKBfK1WF//c2NB56trUIc9KZKjO7eINk2A2RQbIhsfSuyZxCo9Kmewy3k/5aDKby3TrSmSmRC50j53SO1rPiMk+7cDl2FDy4YwNQ5iKY/RZPZVlibe97W14xCMege///u/H2toaTjnlFDzsYQ/DxRdfPKjMf/iHf8ATn/hEnHzyyVhfX8cZZ5yBZz3rWfj2t78dve9b3/oWnvnMZ+KMM87A2toaTj75ZDzxiU/Epz/96UHt2E1697vfjYc85CH4vu/7Puzfvx//8T/+R7z61a/GjA57DdDQsQqRcS6FQ3xv06233ooTTzwRF154C9bXTwDgmYW2JSpZ6bi+CnhGwxXvelcm2z4oUloBeX4qPxZ2uBDKwVQ3a7z6VpNiTjKB9FD+mlLBEVFq2FkXSauxVHRCoYddfSAwYi2Q5XC5fxCuCvMgDxdffE6WPgI/pMDw2HoZsgOEm6kZXbkVmMA0X/vFQ3ak1bi1UxgqBbQsYMo5rCu81Vhux6yt6k5VLLTnGXrO3JIsQ3m0ezTrRiwdDIwAwXDE3SSJfZYsbVUFBejYjNFqqRkjdaOMPjxPS4+90KE6Vvle0bvDhJKr8pQmh8syOJPBGQsX4WEUXsi3jgfa4YihXQ27eBjQNFEejEwykocXahtrNOc8OZjqvC4zn9dru6IyTBs7raFdnq8YxeZLqoeza14k8kLXkb+EhauMLLW2IIBOiueLDIH8MG3Kz2VeLB1o6pRrB+X6ND4cm5u34uUvPxG33HILTjjB62ekswGvA7DbhzAfBfDsVnuWpVtuuQWPfvSj8fGPfxwnnHACHvjAB+Kkk07CN77xDXzuc5/Dve51L1x99dW9ynzPe96D8847D/P5HGeddRbOOOMMXH311bjuuutw8skn46qrrsK9733vhfu+9KUv4dxzz8W3v/1t3POe98SZZ56J66+/HocOHUKe53jXu96Fxz72sSvp96rpOc95Di666CLkeY6HPexhOHDgAD7ykY/g5ptvxjnnnIMrrrgCGxuL82XoWMVoDDscSBLwcH1RgimgHVLBFebVgS8fOphZwFq/KLdSOVWmv6oY9IV7QgOVCspiFLLgyzyhdvQxqRNVoW9ejJVNjL0DcliUmQGmBnnurfx8jRY9Kxp2blgxph1qwRUXacGn71y34woRzT0C9HSPXBpH3+u5CoPMWOQmg7EGhrYF4xb7Lo9mHyWBftO4agoN1ck7QPfx/CHkEkM01DRTfa/+8xZrU0yrjl9LSeMkr/OpyesK1SnL8elmoWxZvpxHofbIdqT0L1R2rL+hvqX3eTF/rA51zVmMJYTmvWbg0d4DDZTxe2RZfd6fEEkLXOWlLJxFMbeV57utAMtdCvmuhnQtppBTs/irzHmOBr6kAYmu6+DLIbcOk8whh0NWllXktAvHr/Wh0JjGxjr2EvehoeA7Rd4aJTSbG6KMgTUlYC2y+uFVkq4EysyvBfRVNWGKIfBF006CL0qX4CuUTuup5WYfHKR9L5FzDo95zGPw8Y9/HE972tPwmte8BgcOHKivb29v47Of/WyvMr/5zW/iggsuwHw+x5//+Z/jqU99KgCgKAo85SlPwTve8Q6cf/75+OQnPwnD5rpzDr/4i7+Ib3/723jyk5+Mt771rcgqJfeNb3wjnva0p+GXf/mXce211+Kud73rCnq/Onrve9+Liy66CAcOHMDHPvYxPOABDwAAfOc738HDHvYwXHXVVbjwwgvxmte8pnXf0LHqojHscAkKhRHKDw+zmE77h6othAtqnwzIrfMBJa5oQg6q0DlTljDOseCfAA0RIEOIS/OuEBxp3aM0+s/XNIQeBr8eivMTfTfwINU458evKGoLqw9HLKpwRGB9YOgGDweVTsC+Q8cXydchh+zDLdbzOVCUVciayeC0cZNpQ0MP+3RC28d4lVRPm+q5VuGI9AEP1IrovKEpGUqLGaklOA6BE60cmc6J63Wh/LE+rKrPvC1a2aE+DO1zHVpYefp9aGFZ/XaN10sDY8uQBGWhcMRl57TkeV2fyuPl13YZlWdQmDLnG3JzjZQISd5EY5omLhveNp2ChRcWjWybzxvZ5pg/WzMo8oYtIzNCRh/+nYdO9x28VVGknrhs85EQFiVy6xZCFUM6Tp8wUhmGL6OCtEeRKh/bdPyHHb71rW/FRz/6UfzMz/wM/uf//J8t4AUA0+kUZ555Zq8yX/va1+LIkSN4xCMeUYMJAMiyDH/2Z3+GE088EYcOHcIVV1zRuu+DH/wgrrnmGpx00km4+OKLa+AFAE996lPx8Ic/HLfffjsuuuiiAT1Np49+9KMwxuApT3lK8j2veMUrAAAvfOELa+AFAHe5y13qsM3Xv/71uOWWW1r3DR2rLhrBVw9KAVqxNVxc0Y4xmtRyZBlZtYaLQjEGffqs4dptSrEO9rFiSs1QmvYiH1POYVFgkjlMp27puHj+PGU4KzUrsWktxSq6ZqMACmd9GFJGCF5MQDkph0nAdAoprto8jaUrc5jOoauNEAbsiAO9KfJ/yiuRmidkuJZ6XF+vlXYtVL7WLvm/T5+7Xr+QPiwdRavsM3k4yfBUfwwWlfWdmHvy/7LEwUOnQMrgbF6t2bP1wcl9PyE+wsPACGzxZq1kPXO1tmuSOX1tV6hhqWB3iOeLy6IQPzwW8lO6KAfpAd5Ya02JLHO9dZK+ug3/ENBOKYPPtTsyve51rwMAPP/5z19ZmZdeeikA4Pzzz1+4duDAATz60Y8GAPz1X/+1et+jH/3oBRDIy5P3EX3zm9/Eb/3Wb+GHf/iHsW/fPhw8eBBnnXUWXv/612M+nw/vUAd94xvfwKFDh1pt5HTOOefgtNNOw9bWFi6//PLWtaFj1UV5r9zf48TD/yhmnTxTKWGEffPruyA6WLpefffk2MfTDqnHO0skPDRtjpu7d9N6SIKcmEP1gGyeAxOHzALIAMCgrMI9rTHIM2A29yEbtL6C70isRSsZsxj1lxr5R2VS6KN0UNGwUXqWAeUUoJWAWdYcYGydgzEZbAbAesvyQsNSx68rPIZ+A4tbOEoXEC83ls7nEbWV1xVUmKh9uqFb9bQonp+QB0s2kYYmtFnB8U6hx0zfNd2Vv96hx8zzLuTj+cm7ZbD4soWQZhdY6krXXtxQHUOIe28qgeSM8UYUk8G5DGWRAaX38fEwQu3cLhl2yHecS20mNUfuvCoVZsrHI0CmU7rXK/rTSQW2JsQvyfo0A+Zi8dCqxrQPxerd7bbsCHk9wtT6RAk6X9F44QYDoLRetvF32Nr21A+FF87nbZ5A6XyZL98afz5vzy3++POoFrtzG2DE61wNfetb38JnPvMZZFmGBz7wgbjuuuvwrne9C1/96ldx4MAB/ORP/iR+7ud+DtPpNLnM2267DV/+8pcBIOgxO/PMM/GXf/mXuOaaa1rp9Dt2HwBce+21OHz4MPbv319f+/jHP47HPOYx+Pd//3ecfvrp+Kmf+ilsbW3hU5/6FJ71rGfhsssuw/vf/35MJpPkvqQStftOd7oTzjjjjGDbb7jhBlxzzTU477zzACw3Vl00gq8eJMGXtMJwkEVb5XKBI50JxLC0cqiOVEdD9DJXBo63oOku7QvQB0jrM6VR3iKRSQphaoC2lKi0RQcD44AMBnlmgalBljex8hx4ccEymy0KIq0LcihkGpf7BMCMaZ//RXUbY2ph18Y5DsZvz4IMDs4CBhaAGDveAPoeUjipYynPMgaqOJjiA9ZnMXwXUREOCy9VqPiQnYD+99UR5bClXIulqwAl8jvkxdIApZaXp3Vhb5kmv6eAXS2fz6ykDSEJpoY+0BQLikSk2lEN2pki9YYJ1bouV6nQleFHOoUk+OIbbpCyKz1bvJm8Sfy3BF885H4yiYMvY4CsWttlUcJUJz8bAl+8E8vIMb5QWzZ4GV4in+9eAmCheSr6HOp1rCd8qnI9SDMyaeybjmmRoAxYFCeamImDr+ObaC3Xne98Z7z5zW/Gb//2by/synfPe94Tl156KX78x388qcyvfvWr9fe73/3uap7TTjsNAHD99de30ul3133OOXz1q1/Fj/zIjwAAbrzxRjzucY/DzTffjIsvvhhPe9rTYCsGctNNN+Hnf/7nccUVV+CVr3wlfvd3fzepH32oq9287bzPy4xVF92Bp+3qidzixDD6erI0K6AGvkiocbd6LXuBZgdDf0iLvyAVAk7ck0AFHWurofxO1GUqj3ktZLl9+hVSsEJtovykCLAFy9ZkmJgMdpLX9sMY+OJ6ALcO8iUDmlyPyXquv/FuEOCiecfz0XdbJRhbbcRhgCj40hAgVcip65nxce0CWaH8/HklKlLGuYVjnmoXIDUvsDuiBjqWeaVi+DQGnkL3xLoeejwpdchHnNKW0DTR2hVjAazEJl2qh459cQs4Wm9cX5A1BJTFOi2/c42WW+EC4Ms5OjDZHynBFVrauZBvoBHyfGngK0ZSvnEDYi/wBcDCwbo5sqKAmRcA3zAqhAS18ebvvxzfEHFeErsnVi9PSwHbu0WhlyokTwNjYWBgYWGsgWVvHS9GioUQ+NJeGQnKuOeLXgN+Zhjduxfp1ltvbf1eW1vD2tparzJuuukmAMB3v/tdPPvZz8YTnvAEvPSlL8Xpp5+Of/qnf8JznvMcfPKTn8TP/uzP4nOf+xzufOc7d5Z522231d+5Z4oThRTKPtC9XffJe1/72tfipptuwjOf+Uz8xm/8RuueO9/5znj729+OM844A69//etx4YUXos/GFSnU1W7edt7uZcaqi0bw1YNIkAD9PV/ETJb1cB13sYQhIRTTsOT92rWYlhojrphzCUDaCLCobYQALaVzy6ExXt5nFsZ6z5GDqy2BhA+8YDE1bqNq6L90UoaElZT7pKNI8EXzTHadC8x6y3oLTCYWsM5bpzLfh9b2jLUwFmMKNGbPUENDY0plrQJkhfLz+9hvI9MdWlvTa9Slow2hIWBpFWX3uSc1bRX1c0od7+BOrn3TecXLgLIU0vghf1mr9Lo0ZVdDVwBFCczm/uwuHvrFt4jnni+53Idj0BDb05qpyTYuC8lI6bvjWoCsDqsHYEoHU1TrlkvRoL7rkTl45Q0PAY5lKQVsLWOZ2SvEh63DlsAfAdAWmRy0c9DPH4vm+ZKiP75UqKw+u0m+PvKIEL30pS/F7/3e7/UqiU6Cms/n+M//+T/j3e9+d33t7LPPxoc+9CHc5z73wb/+67/i4osvxoUXXrhc03eIPvCBDwAAfuEXfkG9fre73Q33uc998PnPfx7XXnstfuiHfggA8C//8i941atetZD/xhtvBABcddVV6qYb55xzDn791399Ra3fGRrBVw8izxfQ3/PVBb5kOhAz3HMBQmmun9APgZ5jJSRCZizJxfmAhJT3oaSBMqonhHTYd1Pdb4yBNdajmIy27vUhiXCmfuakAMm5wHUNrnvxZmiPWTaJusTzyK3pOQDz3w1cBhgL2MwgA2pvqy/QwtgMyIRZkz8TDpj6Ul+QdQwptRl8GELDInGmll9+l2Vr6aHXm9cXS6drWv5Qe2L3xsaiE1TtjcfeUF9Qlkqa5io9X9bvYAhj4f1FBoXz4KsQTqKQ54s865TGvQkhMSJfQ/pImUd5dPAFTPIqbeIwyf16LwNUuwBVwIujwSGIUMZG9qWu56cx4mMNqrSxGFpOi9/SCw7AmQXQRdmBtjGRV6+Ji1A6TfOY54tor66kuOGGG1rnfIW8Xs973vPwne98ZyH9kksuwcGDB+vfT3va0xbyHDx4EE960pPwx3/8x/jwhz+cBL54mYcPH67OQ2vT7bffDgAL55QdPHgQ3/3ud3H48GG1bLpP3nvdddcBAM4999zO9v3bv/1bDb5uvPFGvO1tbwvm/cpXvoKvfOUr6jUOvqjPoXbztvN2LzNWXTSCrx5EYRJAO55dWvtia7i09B3VKfuCrL5Me6jCEcorhQfX2lI8GasWfjG0I9cISJREyMovV4YtLSYmA3KLLPMSisAQ7xZVFcKAHGDxLoeGiAMsarZM554vFZQBHjg6C2ssTOZDEluN4oVJLa6PFyD0HLpAmVyHt0fAmqw+1JzQqycVlT5lhYY8piuG6tDa0dUemS+1/btO2nsemsOrNlCF5rD0blXz2m+sYVE6A1c0oV8EpOhYCW1tF/d88bBmCb60rvHXSuJBLXSeZOTiAe9AZkrkKJFVO+vV2nzoICn+bGRIQN/wwr4kByM0SKueF4AOpiR6GVrOLhCfL0Rd4Eu+ejK/te0pEAdfJXZ/ww3foBNOOCFJIX/Pe96Dr33tawvpl1xyCe55z3vWv/l3TpT+r//6r0mtu8c97lF///rXv44f+7EfW8hzww03AABOP/30Vvrpp5+O7373u/j617+ulk33GWNa9ZTVQ3rCE54QDf0D0AqdfMhDHgKnvEcf/ehH8dCHPhQXXHABLrnkkmh5vB/UvljbeZ+XGasuGsFXDyLhAnSDrJDOt1M8z1HhYm1X9DDl3pUMYPpD6gi1MSRA+ggWPkZybEJhh7G2yrh4rVwAxlhkXuuAzf3ugjDhtWCkGPGu8GZyDJLaTNqEgwO7UIQfv3c+R701d2YMcpMhs2g24qBGyTVasbm203MpBaxRWqwMLc7XhPq1M/3hQzX09Q29/pqtow9JG8mOUI3+ZbqaubssCaR2QmmO1d81UPwd4gDMGKBa8Vu4DPO593Y553stj5eQ4EtiGh6inNplrUkkC7VDk2ltFwdfcLS2i86kLAFXvaMh8EVj1+fZ8MZK+cB/E8nydxNk9SH5si7z4omxcF1jtAtEj4zkUwiUER3vG27wTR0k/dAP/RAOHjyI2267TfWOAajTta3fNTrhhBNw73vfG1/+8pdx9dVXq4Di6quvBoDWeVj0+9Of/nR9PXTffe5zn1Z7TjvtNFx77bV4wQte0PtMslXQ/e9/fwB+Dd3111+v7nio9XmZseqiJXzy33skz7bQzrXoOigwhZ9JXt7+XW+3gdIfqYzSizL/MT4kBVnuP12HZYQOz9DQ4yoYMRdYKZ9V1rFq4hoMVxpoX2c67bg6udTOt5FjjmnusL5Wfda1T/+zU1LPBZPn9ZClXDS1tpK3lTaDorQojYWzvmKXT+DyvPo035eaS6Fx7fPha0OkQpVYtin8mUKmLOpDRy1K9ga6Tl2/z1Tqm8670fUJOR6XLYfrf9prtpJXj6aKQ2vsa+7nCpiyelZd8yU2L/hgDJ1zXWuSQhY50jhzeq+UT8UEnM1RwqIo7cKhyfyQdf7R3udYF0jhTT3bUj9gV+FtFd+b5iVyzGHn28DWps58+oxraGxTaDdkz07II02ZkOi4t/yvPlVYK+kVbV2jPjExOgxdTRdTPvqJnRfXcw+L44ryPMdjHvMYAMCHP/xhNc+HPvQhAMB/+k//Kbncxz72sQCAd77znQvXbr/9dlx22WUAgMc97nHqfX/zN3+jhvBRefK+Rz7ykQCAd73rXcltXCWdeuqpOOusswDofb7qqqtwww03YG1tDY961KNa14aOVReN4KsHpWKXPqHmmswfJPtDylHgE6TdsnSFtD4thr7vIPVdmE3EzbhDAarSVjOfV4rhHJYp8gSfc+swyR3WauESP7Q5fMh22OPaB8vw7adrRW7LYHPLYHtuMXc5CjtBmU9R5hO4fAqXJZyKmTJ2sd99KASyNOV7SD3Ki0Td4UqF3LE09fUKYYOue2T+UFoIiA3RDUMOAyDcX+6AlAfzLowVb8vQKcGfdWhexNDlMnUSaZ3ufGcmlVFjijKboMimKOwEM5dje26xVb2XEmT1xYqSNOVYHowreVKbTzmsE5/KHXLrkJmG51lXwpaFN3BUPDIKjmWjtLHTdsHqs+arr9FHtjU0x0LWi532mEVevi69oCXCBugjXEwP2XcmRQzzT5iKY/RZHb34xS/GZDLBm970Jrz//e9vXfujP/ojXHXVVciyDM94xjNa1y699FLc7373w8Mf/vCFMp/znOdg3759+PCHP4w3velNdXpRFHj605+Om2++GWeddRZ++qd/unXfIx/5SNz//vfHzTffjKc//ekoWJTQG9/4Rlx55ZU4cOAAfvM3f7N13/Of/3ycdNJJ+JM/+RP88R//Mba3txfadP311+Md73hH+sD0pBe/+MUAgFe96lX49Kc/XaffdNNNePrTnw4AeOYzn7mwrmvoWHXRce6w3V3iL3osvLCPgqXlpXQe79y990AT+18diUilVTu5AcYoWowmOPqkr5rkYicZHM5D+0IDHRNufWLmu0LnQkSSi7sFpNCdzwFj/Na9pUWODJj4tWAOqHdB5EVpmJR/j60F4/fTEHK9gW/EQSEfMopS7pZYDxMA4/wW+8Y61NvE8rgmbRFaCAHI3yleMlmHFl5IZcuFBHxepa4Ti4AK+TtlCsWmcurrJl8VXob22mivVxeF2hKLUlo2Kqr50eNGmg9d4YXaSzJ0bVdoPocEhJx34lwR8jyUJVOW3SIu4OGF2povvrZLwwuya9QkeRQWV4j5ZlJZ1oQcrq+jPhzZAMhsiRwF7JzWajGGw11x2nj3pdQwuZi1oA+F5kXsJVsVyRcuFC4YDCNc0BAqjaD5LgEZkP6KhETw0KHmrwjQxtRx8HX80/3udz+86U1vwq/+6q/iv/7X/4ozzzyz3mr+X/7lX5BlGf7sz/5sISTulltuwRe/+EVsbm4ulPmDP/iDuOSSS3DeeefhqU99Kt7ylrfg9NNPx6FDh3Ddddfh5JNPxjvf+U7ILd+NMfirv/ornHvuuXj729+Oq666CmeddRauv/56fOpTn0Ke53j729+Ou971rq37Tj31VLzvfe/D4x//eDzvec/Dq1/9avzoj/4oTjnlFNxyyy34whe+gK985Sv4yZ/8STzpSU9a/SACeMxjHoNnP/vZeN3rXoezzz4bD3/4w7F//35ceeWVuPnmm/GgBz0IL3/5y1c2Vl10B5+2qyUNfPFwL275lnJAKsh8eYzct4HKD+mCIX2T39f6Xf23LD3EA3fJ76VTlzaodZi+JwkcVodWl7YWzNp2HE4MOHT1i5sTqzRjDCwy5NbA2mYtGIEvIlpk7JzXV/gco3QyQvFh4r8l3uDlU1c1Bb3CiSooo/llq782y2GgTHKqlAMg+q8pQ5pSo07uASCrz5ov7bpzUN8U49A6nLn+vrtvlTa1+XPj6V3lhPLFrg2l2nzk6oT27xQXWApAopdlp0BZCIlyHsPnn9yJicAXLErnwwtrAOba4YXb2+0d4bQ1XyHwFeoCf0XyvN1kvsNvnrfBF/fKW+sLt3DIyio0lJ/btawXSHunU9Z2yZcjxnf6gm/ZNvn9GFBXi0s+5RF/FWR6q57AK8L1FG4c5DJJm3v0nZfNHye/J83ztZu0+vouuOAC/If/8B/wh3/4h/jEJz6Bz3zmM7jzne+MJz7xiXje857XK+SQ6IlPfCLuec974hWveAU+8YlP4JprrsEpp5yCZzzjGbjwwgtx8sknq/fd9773xWc/+/+39+XRkhRV+t+NrPe6gYZmp0FWcaabGRiU7cCwyTSCwogC4oIKODIKosh6Rhx+IygjjEdEBY8yioiOjojarH1kgFFpZLFZlJEDuKACirLJ1q3dryrj90fmzbp560Yu9V69fg3xnfNeVUVGRt5YMuJ+cW9E3ItzzjkH1157LRYtWoS5c+fisMMOw7/+678G1z7ts88+uO+++3DRRRfhuuuuw9KlS7FixQpsvPHG2HLLLfGOd7wDhx9+eOt8tMFnPvMZ7Lnnnvjc5z6HW2+9FRMTE9h2223xoQ99CCeffDLGx8fN+4YtqyqQt7YSiSjhueeew9y5c3HTTc9izpxs9xqLHIXIVB3J4muhMEtXrNNDpWIt4xbxeV7L+2xTjnzBMwFhJURfqwoPoS6dNqgaZM1MG6SrTqaQ8mWF18mqZrc9kH0mncytqDMGn2QaTZqWl45NTPCjsjUeHC6VL717WRORrAmEqmMUtPKF/AyzjvMYS1J0Eo/E+ayIWSDWCLXCW7f+polSG6rnqpdTX6tKx3puINwjZ6JefAfgPVVmi5ukJDRVTVIqJaGmrOcJQvpmk3Atp/U7VEQh2MXZF0Aemjwl53bJML17oYxbR7KGaadVA4N84cShV94DvZQw0SN0ew7d/ExA76mwcMndC4Gyy7DsF/hVk+u5qqDdDaVFnLeO53MsiXyxsYZ0h2byRb1sXRdNTIB6XcCn2Wuh3fLqYA1uofe8TaMM1WcTUtYUof4qJJO+d9g+iahvzSLKNtMgJvaDfVLbV0EWRdUrFXo15T3Wc0PhunpeeOE5LFw4F88++2yxuyDrbMBHAcyuLuMpx18A/FtJnogIjWj5agHtX2zpglXgDkQqSEB/LNGWB+mBV+d2KDvBqvgc5oHMOZEI2e5tzNYCxEJqhKNEFYnTBR4aDIOZHnLwtOSw0qlLVzYAl9mK4LJzwYAeEnKZedI5pARQfp4KgUpnnkxMlLMoLV/aIsaPrVL8pWFPtj9Oi9uhJGFyF6rEATRGSMjBJ4DnbYWdEoAoJ/qigQJlQUPlxoJZdd3G8qX9OTXpki+WxW6qQOqz6W0tHqX1uKo4If2u7r66Z8u2MqXIOqVJpmFod/oFkI2+jmRZfaF8VtNCk+1L+Kt7frHkAhbKJmZ8F0h7GQnrdsvvecjtUIbLrEtlVounu1W2eOmzKm3ylU/KdIBZYx7jY0Cn4+EI+UN7gO8BaRfodcsWb61h15VhXVgdqp5Rp+FX3VNHvtv2I20h29jAhJN8bk64lPi6KuQ1i4e2dTvU7U9fa5pF7ZjCeClYviJefIjkaxpgcRdNsqQuyNf505rMa2zhCsQnQuGOSJTp/ABKM/aS3ZHsXatI2ShJmi4kK+M6rla+Q/EtyOua6cp05e8qpiMrgUciWYE8G5wPmtlaMAd0ErjEFVnSa8G0V6TkHvwZGvwkwecsa17EfvadjkXS+ocy9xKCS7PvlBN6yk5rBulDmeVstybGWtGtqqdQPVszFPIeXX8yw/K5dWlNAhYRrnt9LLFDhCz0elalqz+byNHkepOqHIp4WdpjFZmS13U6TTXLQt4KFmtZXa3dV4gAl8C7BMjXeAEE7/uHJvOGB9K9UK/tAgaXUTVxL9STKkCZfLEnJMeTO84V5Iuyc7uSfG0X9VKAJ/G05Vu7G1usUAqjiYUuO5mRpjMCdUzBejHrmMIoCJY1mPOnGtDtLeL78rB7YaqyrC1Wda9O2/hNi3pUKkNExExFJF8jgNQHgWoiVRUuPaS0wtXYwmUoQVm4IFn9VTq5uw8BSNU8mSGYFKjtgDYsmg6uwwyEXHDW6GHNfGuNJTSiybR0wwhMRxMIjhw61AGNOXTg4YlKZIgfy+Sr2x3kct734wDNPHz4XuaB1gDJz2OlzNKf4AHnHQgOziUgDrSIq35AFdrWr8VCmpIs61mh53PyeTbryESV7h4qijqxrHQsjmmFa/4aittkfsWaH2kELjdZlqXrDduKRaSGIWVTBdm+9LldlG/hnVKmHFPfY5dJlvTaZbdDubYLGG6DV27ucmPAkNtxkvSJF1u+nAPI85ldKSjNXAsB3+9EtIlO14Mupyr3Qk2wQkTXfD9bFEzbtjBZ4tVWOQgSTd4GXrkXAiWLF39WDdltSZbldtjkOaHwiIgXMyL5agH2CtGkapg+PaTAyPAmbofWPVqJYmtJlbu8zI+SCEBDjWsqYE2X16FuEOffdUp70+eFKl6XUajMtAYrd8pgRkMESjpwHYAcwXccPAE+n7rUxMp7Km61CLocw6sGNz3wSkLHYmu3Q/7k70zaiAgJCB3nAJcd0DyQf/4uZ8StMrLKP4Sql6FZox+UIeQvXFL8pIzVIk4WTchQiDRb36vCrDiT1TWDIPUpH1pn4ZJhIXDcpm6HreVXJEuSAr2xRk6+Uk/oeYfuBKHnBzfWYMORtHxpt0Ogz3UsrzmLs7BI2hgnLVz9Q5P7a7vk2YNEAKUe1EtBvQlQdyJzL5QdSZvjHUJkw4pXFdZm7OBPi0GsDqDQS5Ohiky1sWQNS8qqwltlD+XJRU4nuh1GrI6I5GsINJ3V1YqRpavzZ2hyq25tV51eqfVcSyaZDotI5AC9Nf0oByhNjqQlqRDBGA1C90uFue1sotZSWB6ZNjOfuhFN5iOk2PE2gpwmEYjXgvkuQP1GkFJ+jEBKpbVgTJRkO5BuiRMTfdGsNiFFktY12Z4k+ZLFrScG+LsjAEm2m6NzfCNsf0iZoCZGdeVnhVXNUAw0epV5SbL0i9WIvOcTFiNgYFUKNV/Xr0hd/2TBehU4XKY/GRI28Hyvv9QwRQ4f1u1QF1Sb9T5AuB+xLDF8nUlZvlWg98gsXj2HXr6ZBruIaZIlyZc+gxgo8xy9sYYUVYop9/qw3AuZaLHoYx1gfMxjvOPRcYAjDyBFsbarJ3b7keTLOlBMvlv6d9VMoeWSaDXE0HjRNlwPpFXjiO5XQjMjk4Huj3ISLyKYW8SHyNRkSVZILagrVgtVr16oeCMiVkdE8jUChDqQkEJjcQhGG/dCGV+OB5IDaL1SdpylgVkO1kDhvgDVrZtnG4R6xapwFsr6rOqtLaI0HbAG1WEHWlnBsiLkqJWbkwgE57NzwXzi4JyDB5nkS7opyaLRW9LXeUjqdWEspt6CXhYBUbYRB4iQJATvsrVhmUcM57XfIAc24tDKTttylRnQypLV6NuQLOsZnH7xnJxo1hCwJopIFe+w4ktUZaNpFpsWv24Ddc+0n8+ZrtDimsDSHvX7VKWNtoVuY9bGGvoAYHJZdgH0uhnxmgis7dJuh5KAWVnUomkjLVDeQMMiX7Nnl8kXwaNDKTq+BzeRgroVa7ukMMNM1IXGgulG2+dbDdwiazpew/CBUhTEy0MUudGkV7XlS6OKlGmiVVW81Ujzv+nEdD8vYnVEJF/TjJCCojse/mxDsprojlqZ4s6vz3Mou56lmoUhn0vLI1HpwLCA4jJV4VVoOiBainydYt+U+NVtxFElE0Nbfjhtg3wBBOcSJK4D6ozBu8wdMU371i2+RbsG8iO5PcmB11rOJotXDrxyLRiTe4nsOmVuSp65COV8xAPegZAfyOzSrBeyCJFkiXrUl4JpQevaRaieQrMiMp5uL4FnZRMW/N0P2MEyRakf0lbvHyZ+XZ8QSj+kD0pYBD0c3xcfPLlTuqcqE3XaXZWWJ38PA6swtAVCEi8+UoLDk05xcLL3/Y01ujnpWrFy0L3Qcjuscy/U/b8mX3ptlz40udMZPDSZCCAPUJoi6XXhevlWjNbaLm3+CDFC3TgsQfX1qndbv9Nt2kvVGFAXZsWxiJR1bajw7He2yUb92i6dbV01FtqQrFD3XDf8hZ6vh8BVxbsjIkaJSL5aQK/5sjqhurFBfjJCCg3HlcrtsCRrskYAD4C3PffwIKtnHFap0YWh09MDkr4eGmT1p0yHM6zTtwbAtvJz4UnZgDB5sPKqr4kKoo5HJyH4JAE6mVnTe48k37KSsyrXgskdzaSbUld5CclH6+qU1ldgcEMYPVGgdaciCwCczyx4iUvgKKcqTDJlfi3Co8tHl78VT6dhuRfKxZGyLchw2W7kZitEijT01SGfHeqQK0aj0SRCBEq/pla8Og7aBM3vkUwBxfYA2U8/GKe4TWl4VlgoPKQtNiFtobanoQmEPkAPhJQS9LxDOpG5D3v030G5gUZobZckX3oPiyqxpKejdW5XeWMNj04CjM8CZs8CZo0DY2Py3L4U1MvdC+XaLiZf8jCxukZhdRpWx1GHqr4/RLTqBm5rsJzMuDAsTCKHYnLU++w3i1xl7G1DpkJoko51TxXR09kN/Q5VQ/War4iImYnYbEcArewA1X37VDyrjmRpRVl3mnrCUK4ZkvI7IhA5Ibt4sEygSti68DYka3VGHaFgLUv4+FGfVfXnOp1D6oEkJYyRgx/LdkrsCSVO1jnrOnq3dz1raXkL8SQ3fw+1Lck/JdHPyBchcYQOZbsgZgd/ersdyIatLWFVMw+6LLVy3GTDjakGAaXXRvURLM4wzdvKhqUrVmW3Ko1hEFKkmIATgBFx0TAkWZD9iTWZVKVsa5IlibjBdDwI3jukqUPXU/Zu5uLI9Vva8iWvSYU35Mkn30P5W3o8sqhs4ZIbaxBl7sJjnRQd8kjSFK6bky9ePCqZYp1mbwk40xAab5rc15SUhYicDrPiyf4K/Q1ZvKeBreNDbSNEsiY7PzEVqJv3qCrWeplSTP8GGNHtMKIekXwNgTr+0FTZGRayg7VIVshNUf6WCjGnJ/t7JmAlhRq5zki59Qso/hcPzx9Aw8w+WuHDFtBkoBltFbRJoWAYxsxtaDY3lOeQJUan5bIDm8k7JJRgrJPAJR6pp0KJ42SSpLx2ZGIiC5dKH7cHFkGKJa9pUsXX2S1REvg0Lc+6jyUEjDk4IriEG5fPiRiVEiDAPhcs1GbqXjprxkHeVzV9a8lQ1U6K+uqTDZZOl+uoXgcLddxVXqtTgICwHlqln5IgoNmDENb6moSH4tZpkXXKc+jdY1bD7oWAQb4yy1f2XhC6KWFlN3M15PeCLV8rV5ZJlj63S2ajyuVQdxksTtXGGrNmCes4eXTIo0M9UNpDtnU8yq6FobVdVf7LVv8YIhwhgiJR9VK0eWl0A5/soB2S37oWCC+f29UnXoXIudVLN+mpsnzJfruqqx0GVnGHqiDUNHS8iIjVDZF8tUATt8OqT4kmk2VtITvLECmzxi/NNWy9lPrKdum3BzzxfByIhpj10YO1vmb1ziGNMBReFbeJUhYaMK18hDbNkPH0QimdhoynK1Re7/UKtu1cB52kA5cAqcvWBHjfJ1/cDkLngkldShqZrCKR4dLri5VEfpb8zGTkdkNwHujluoVzXEbUt4qA+ptzyAdbjVaXYVU7YqEl6SIKk11Zj4r0BsNL5odBEUeJOmIFVPc7+tqoFBzNvfoXhKbIv2XYVLod8m+GbGehfkR3qmz9AvKwBD7pwLuxzIxErjDc9pAfnNwtky/LvVBuEmgpyVJc/i7FkeSLXQv1uV2SfLH7FnkPl/bgehNw3Yl8bRcGhZU+j3VaeYi8ssBWeJ11ukl9WveEOrUquUNksA0bCBFOfU2Ee2QbKiE/l9N7GmjeuiisdVehqmlCyqYK1jAur+mikNdkuC66uNV8xOqISL5aoqrfrupcpkOeuudaHMByLwx1hBYH6H9StnaH+utb+g/tP4D0KCHNKCHNsAnbbRIeKgiGNZhOFbTSpolAyI9IysyQzKg4VMuBOikSAlzHId8HGh4+0/9yNbdPvmiAfFlcgjmJFsFaMidF5WzK61a4fGcIBMrXgjmXZFvVIxl8qTSpZc22CbNYFeByI/F7hCK2IVbTDlEWZIWvClRN1kgGo0l56Nwucki9y3ZfT6nkXlh3bheHA33yJZdRyTkE+e4CZaObJF+2e6HPyFe+2+H4mEfSyeskTUETPSCdACZW2lvHW6a3UNnKWRhZpqPqaxltGURLYhQMt9LlTzUx07dwDa5zy9oNyU1hB+aOrKEuNN/QhpQVMjTgsyHI4tCbPzXVlap47VQSw4iI6UYkXy0gxw+r4xjlrJFGaAJPj3NSLs1v5CCu86U7RznO8D2Uz8RxnBTZmrBMt+QHAYR8TY8+rFmSkOkoPKvXb8qWNWttMmrIwtOMJhRujY7ykyuXy4g3e6Cc8hbJ+9wVipCkhA4cfOJAIKSdbPa00Bdz6L0u+LEhnqqLhyfG5fIXKb7ljljij5QdxNwhl+3CnVvJKsmXNfUrP0MCV0GmoctbhlsajhU+wLZoZGRDF1VVU23a9EcCn//zvv+dhdJ/w4YXz5qE5sgki8mX5c8n2I73QOodery2S4jF5KvOvVC6/FrndclP+Z29IHkHQxY1tLbLkcdY4pH4FK6Xwvm0IF8lgarO7QpNeFi/dd9nkTCLkFn1p+u3aR3rvt+SdbKwiKWV3+J69t3n5B1AsQ1NGmja0thrFYX1ilQZgXU3qt0O+dowRWVxVvlpxa/jtFWkrIxo+YqYmYjkqwV4rAXsTk7qzm0wVTxDKs5tSZb0guNwvXAb6Ouh2vIxsNYM+TBClI8t3EMaI0hxU0h5bZDxJqjSXKy06hQLa5CV12Vh6/g6f6E8WGUhw6QyqJmOy9ZPERwcOkgoUxRTlItazsAD5eVVMjvysbK9SBIlr4UsXMHdEQnZocyJg3eUu2wJYaVAUhB+gDQPhMouBKl16PqV6cj6bhtOhKbnfw2LOh2Y0ZSUjYygeQ8gMH0/rHuhRcTbdK4hIiB3LqwhX0gBnxJ6+V9XNMkq90IdzuKH1nZZOrxc28UiAeX1XtLt0MEjQQ+u1wX1ull98NbxcrcP+V5Jy5c1aFgNsK17oZWOrE+LYDf5LZ+hvzeBxR4sllAVPuD/z2QrJ1y+GCGDJEs3e5nVUJsZlpTpdifHjbZoWtwmP60I52YVEbE6IZKvFuDxI9RBWZ2dRNVvK/5UKT16NkumHdI3LP2TqJ+G5VLGS2b0vY4IjnxOymRv6nKN24c36JAZCI0QUgB+cNXoUEV0ZLp1JKsunaYIjSqhtDTb4TTkdKUgJeQSJB3AJQ5p4rMDj314LRjzNovTyNl4q4osLl23C6JsN2M+s+I5+IKQefjsS4I+ofd5m9Gaqnx4VV1o4SejlM0gaGXJuq7faev69CB790cGS+Pk8KBI6j2UxCE3J/XP7crWdsHxFoKElIBevpvhRLf52i69S3sVf+R3yOKCvK5Lb6zB67rY8gUAlHq4Xg+uOwHitV3yJbfO7apzka4jIE1R1e+FwkPvdKhRW0TR6ofrNj2qI19A36rFn2IczKxbVLJysdiyS5fFUmfFCs1D6G7RKroq6KxqfSJ0T1X3GqoG65lWcUfyFbE6IpKvFrCMDMCgIqP7+lBHp++TblqWchQib03HtSp9U4db4wnLyG5jmpSVO0wq4sNlCWRDDguN8ty/LLxQQVkjBGsiugJ0WnXhusCbFqo2Neq86FFEF67FSKSM/AxdedI3SZaDjMMuiR0g8T2AevCJA/LBKiFeCUaltWCSfDnXt4ixAsnQGxBaYOXSyipfz9ygqO+OmCeYchbgQR5wSEDk4ZJcaZflwELIcpGNM0TmJUKNu63bId/PrFK0A27/XrR/W+8ZjgHVNds6jlmnGDXHYK6EKpoftp32/arkkRXWDgChXSd0WJXmWpVZrmdtmRjYvZCvZed2pUjg02yNF0DFO7JyYtC9kI1JvFGgniup4zMMdi8UGy0OkC95blextmvMZ1axJH9QLwWlKeD53K4G5Cv07sjys8irDrdIjjXA6UFumEGvimTJtFqQKTM9K/2BF27QvdAjew0so27Tpl1Fyqz0ZHhTWEUvu0ldlVbV1g2HEk3jVjeFNP+bTkz38yJWR0Ty1QI84AHVM0e6o6vjFRJtZ4gsWJ1r6F6rU7N+az1WcwVt8ZLxGc71VTLK2ZfpjhgqUH29ipS1QR3hqmO9TSpThlnuiFXPq5IpRCpyAkCy0ihX/nvZWjDn+2vBHLnS1vSySKSrqdSh9Jou/V2moa1sOuuaf+pB3VG2FixxCTy5XHmvIV/SJbGqTelylcJpkiVfjlC4WvRGMtwBIGfafEZ1APOqBh+knKueWSBvwuMn6V4YCi8JEFC+9W9JFGQdVpzb1fMOvR4Vrrze9wmW3iJeW76k+KFlVFZ/rNd28fVOp2zhklvHj7kUCVIk3RTUy1X+qnO75E4fIfI6UNE0+GeVaRNtW4bpzkXXsfUu1/XpbVE1UDYhltK90FPp3Q/NN7QlWfp1kPGtuBJNfldxT32fjqs3h6nip23CgXjIcsTqidhsW0CSL6B6Nmkqwvma/t2GdDFCHVdVOnr5C1BNsiziKMfOwkgD5B6HYrt6U/EU6qjU2i0tX45G/FB5rw6vK1jr9zCF2pQYyoGc7wtZbELpstLEn5ym1OrEWjBHDonrgFwHSWdwa3oWi11t0zTT0Ti8yTE/UiTNhRgcbm3EUczqOwAdAuVnmBVrwarIlzTNyQZa9RKtQuj3J8QPrfiMps1NxpevR90zqootpDRNO5oIYGmHTLQaHJoMT0h7QK/nMNGl4kBzuVxq5crBV8/aw0K+6pr7Wx5vSdJfw6U31mDyJc/tIu+RpD24tAvqdjPCK8mXNMdZQjUpY02yShMOzk6jLUKD5DCwyFQoXBOsQFxbqjLpSj0Kg6/MVmhdl6UbVJGytsVTVaShPqGqzxgVyRqefMUNNyJmJiL5aoHQhhvD+lc3CZefQL3yE0KIa/CnVop1Z1dHsixSxuHSA4ytAOQB7/phGQFDf4ac9WTk91SRqaqCs8iaNVJJxVw/oylkfFmw+hlVaUsCKeXR14FB5Sj0PElQ0rRwkqekk60FG3PojHl45+GRK21AcbZqxnmp4HPycfId0HqMFFneK+/zvrwttvSi5GcTAegQEp9bGByvHwRAvb7WkydAnE9LWFmG8reuN+tTxx8w6xrhlragwgmZhTLLT/4I9ZgmzcLKmo4TIlNWuKWb6vtk3JJ+2n9q9t17QFu36yxZWvMMmQdChWG9C6HMMasJHZqccHj27qQpkCLbzbDXQ+nQZL2rIYsoPfn0EVkMqbxafEaKKTfWIPKlXQ1nFWu7PKiXAt0eaCJf28WTEiyQJF9SIMuSqEmIJlnawiUbh8xcqGFpTJZohRp22zVclnXLuke6E3oqpg/1+VzW+xryLrd0jCrLl34lQuHymobuK6zvVa9UVRENE279MeKar4jVEZF8tYCcEAUGO1GpGMm/qQjn34xhxiSro23bMYZIlvwt7/M+PM7Zz6FsDw6ikgIXLBDrt1a0dYY5IzqO/qzKoI6vw0KKn/wdGvWqrmltXLsEhUYuXqyVa4HsjkjwmStcAoCSfJdKgneEdIwAuOJg8V4vUyh1cfA1XfShLOk2oNsMf/bdHKmfzbxtZO+hB/nMBdFRAkoIxaHMUpHkctLChRRzHaaVUdmGZBwrXGsKZjjXmSvFrWuqIcUpBJ2lOr03lEYjHbR4ENA/58+Xy1ISKpmptu6FuiBCWqOVCfnHVi82JwEAOXhySOHgUwfvCcjXdk2whUt47EnLl7ZwaU++JnUnjXEspiRZcmONTgKMd1KMOY8OPBLPm9L0gN4E0BW+kFwHkg2GWIFG4c8oSFaV5UteD9WJxRj09VB4qGG3bqyBe1j+KlaQBRQisAs3SxsiWU3CdTcv4w478VuHur4h1GU2Le4QkaoKl01Jph/JV8TqiEi+WkC++PybyYUeN0IdYN2MlY4fGpNC14ZRqNogpIfyd733RduOmQiAy04G4zVK5R0SURR8YRGrKzhJyvR1izFYA70mXvq6pfyFBvemFSUH/qpntiFxzGiAbNSSozhv0OEdEp9gzCWgcSD1mRVAugECg2vBrMdbImiFQpMvDpNrzLTyUXiFgZDk27c7R/mZcrAT1Ep8E2FfpBh1PzFjENLstDnJci8E4EHFuV28tgsIL5eS5Et78lmGuypRmXTptV28ZXxpbRcARyk61EPS64HSHkDK39ESSrJBa22X1cFXkay2DSvUd+n+O0TYZN8d0uStyZCquNagJMK9LBfKyHghUr6q0QMDhyMPS750uLw+3WhLsEL36OKuix96hrxuI7odRsxMRPLVAlVrvvg3YHvMyOttyFfdGnI99lhxh4GWpa5jlLI0JlmlcCrnoRSeCZG5Z3lxTFIFyQoVqIwXqjhdCPy9Xa9vp2PdJ0cimQftOmfF18+oY+xSudBxmHyRQ+LGgISQOAdPGCBfRIMKp6xj3YYtkSTv0/dpnU6GSfKVOILvOJDLzgdD7r5aulGXC68Hq2sndZDphRTPJuFEABzY9dZntsehdkG0+gUpbtU9Vd/DGEyUis9cDfUefesXBiu/qeWrrcYZ0vqYaNWSr/zQ5B6hm/9Za7v07oVyUw29jMrKgqWIsjhMtFgk3mzDIl/kPVyaIulNZOd2eSGs3AEkdG6XFCzUYVeRLN0vhYhOiExV1WNVeEjrD5lKqgajBuSLW7gHUN48Y9C1cNTky+qypoqUhYa7qupoOvaHyFcbUsaIG25ErI6IzbYFeJGz1tU1QWK9uYoXMKzOOtTRyrDQ92H0Rx0/RKz40+pgtV4v41bdVxe/+A70/8nOl78L8yM1KUidaSmU3PQi9NlWeWhK5GSBWnJKZb8NdIOUjZTTZfKVJHBj2YYcvpMAiYeHR69HxT4XQH8tmPTok21cvhuWm5UuTl0EciMOrS/KTQaICC7J3FWdQ24rJSDxkH4/RbuQG3HIMgnNdFShrk1UKKokM+yQyZrv5JjnICe+BC+aReidlfWixavKVlvCZenUBKCYGAHUroaGyact+arKQJ2QmgzIQ5Mp3/qbxNoul8Az+UqBnge6qX1uV2ijQH1uV5X4IT4oD0ceG2Py5cu7Go4BSZKXey8FTfSAtAuaUOd2SV9I+TI29X/UZWqxRcsiZrV/2cdpUtYEsg/TclnhoXxoUqaIlzfTl+u4xB/K9Vzl4VJHsuri6/t00YXa27Cvjyyi0PcBfqrSsDi72Y8EyFdVOmNjVTmJlq+ImYlIvlqAxxVLjx6WZFn36nRCna/8ZFidZd3gb3XSVjp10HqoTqeOlMn7yp0vFQTMDchDAOXOHqQKr2rEsjLdVPmuK5SQdiw/m4yEWknQ92mmUzXqysbEaesFjM5lhCBJ+mTXAaBOpkp7QocIY4mD7xAcUWERk9mTCioTqJ4xHulq0O8Cp8uKKYcH14JB6FOe4HyS3Z8AsLamt9qC9fKycNONvM3L+Ya2SldbYlV6vNEHhPZbyMUUwrR71qQQ0hAtJVsuopK+fCCkLoH3DmnPwadZWJ17oUW+2JgUWtul+z9pdLPWdrHlq7+2y+frulJ0vIdL84mFXg/orgQmVpbdC6vWdgF2XxQirlPhdhga8Kw4+nvTZ2iZrUYcIl8Da9MGz+bKPlE6GDlEvmRWhyFZbRAa3qoQGuureKvFc6uWxbUhU21IGTDo8h4RsTogkq8WIKT5X9YBJ+wlJmIMS7Lkd61T8zVGiEOE4upnTwYhBc9UxmpIVlUc/l0VXlzjM8NY/SNVkKHVyjJMkiKrspoUtrxfW6eGZbRaCdIyaLOT3lhCxrcWWfE9cjcZ3lteXqNsPVXiE4xRBzSeZIvKkelzUmmUa8HkPh8hPqyLVP/WbaZuLRgBICIklK0HI5fvpqnLh9e8aYFkHIuI1UHXhcwE/2ml1gIrfARIaiOVDin2sO+5LFv5jCbvYr/z48pV74m0YskGEAofRnuUAmohtXanmU5+PdsGnNBLsx0MuV8fZm0X8yC9jMoqTykOb54hrbrsWlhsrAHAkUcH3f7aLoi1XbzNoty9kNmgdjkMdahWOWryJV94nbk2qKtr3Tit51Rp63UkS6Y1wB6yax4Auxda3W8d+ZoMKdNxdNFMFnVjqxUWGutDlq/Jk7IsoyRlKmldxlrFAimm3xJVJU9ERIZIvlqAu2NP4uUnKs1KW3o7fwfKy3pkHO1pI69pJUt31qFnl2Q3OtK2ilodX9GdaxXJAgaXymjl3Vo6MJAXj75yyvIgU76LTjBPiHQlWAUWUr51pYUKW2fc0mybIqRl6ziaIEpixQjlQWqTfJ9ekM/kixK4pIOxDpAkBO/KG3GwONZGHFb71W1YXtdKq1ymBQzyGg5jC1mSEJA4UIfgEg9ysAmRJF/SVGcJ1QZWW5Evv25jGkRm2x4Fhm2eJbBmqglYFfnSld22Q6pSyiVR0BYaXtfFFjAg84zktV35uV2AvRs7i6z3qrCyZoms//TW8XJtF7sXSvJFaQrX7SHprcx2MeS1XdbGGlye1tquKgImy88iX1U+ZlMB672oGgis8Do5886p7F6Yk/EsoBDFexRnc1lkSvZXTeYVQn1eU+IVKqIqWFVt/eawUFFrA6GOL9Nr2lzqSFnxnBLpKn9GRKxOiORrklDLbQvFnxLZYdZbxNR4UEmyLFKnr+lwK67kBwP5CnTI+t4msPRQTQItriM95KRS3++0qa8PlDpo5DtSubI7Ij8sVEiW8h1SEKugFRn9bKvw2ij3lganiUUTSIIl75V794q8U5IgIcBRAnQS+CS7p9dDdmA2snrIDGdUrPO3HmkpJ1Yczq48M1oWga5CjpemQLFri8uWfzGbyXQsD0oAuMC5YCHBLEFDiiv/niQG+xgq+JgncSXQtEPZ0SJbYf1rfXW0qIOSb2FLchqC1UnKa1UZ0I2DzUi8tgsAnIN3CTwl8EgAn63tyo/CytZ1TWBgYw29gYYkX6Fd2i0xtTIqSRZbuOTarvHx7Myu8TGfuc96D+pmD6eUhRXndumNNaRAw0wiWJrwMH2Mfln5WtVz5WdVPCmjZgnWGjR5Xyn9avdCq45Dk6ZNrVht5xs4rtX/yWxZ4aHfzd7/DCG34ypS1nwtmO9fz3Ja7KsVGVbEiw2RfLVBPtL29Z1yz+SJRHdNA2TFGpytzliTEA5nhGbI5D1WuIyvSV8bhLiDxStCnXhd5y6fIwcU/QxpTCh18PmNRMIyCQDEGy/0C5FkoUiWV1Vx8ncTtqsLqyksJUSbhaT81nOqyKNkOPI+ea9YCwYA5Hh09MVasNQ7dMTOg5ILclLSIsZKLRMrLZZcI8Zkiv/kgM2eg6wM81owPpvMI1eecj5J3sHl54K5hPouK3qBmiyvOvKt617OEuh4VnnrNX3cZgvtpH8962N8Trxsq7vVb8i+SCKklFnKVRFHksEiwfydGkZDtSDLqgoh5Vuu7WIFHICHQ0oOqXdI0/DaLr1cqmqX9qabBcqlZtJrj3c0lOSLKF/bRSk6yHYxdD7vu7pdYGIFsHJFWSh5ijNvrCHLs0n5aWGlO7KMK8q0lFYIk+3z6gYSiyAqk4u2cEmiBaDvVuhRtPBQE9Zdv37nLItY1XAR4sZWsensVxVhHULveVW45rMy3CJZbUhZcV33MUXlYLBQrAXFBVJMvxtgdDuMqEckX20gFTSJQrMRQWq2GsiVpQSicy9bxCzCJXU5S4w6IlcVLq9JSL1RkzX5PaTrh2Ddo8MtdzL+ro0JrJTL8suukdnpU06KM4OIyytBFAonEJrGDo2QuoCaFIZ8Zoi16u+SxTC0+5pFIC35tAyy4Hkw43v0WjC+L2dPBAeHBB10gA7gkBTJWO2Gb5XFaemJofYqB21zzReVOU6JABIAcllWHfWJjXypZAL65awSVIaHSJbWTPjZMo5+IWTdZjfnv/PvLSAfX9c0ynkSX4p2ZbwX+h2p8sEKaaghUmZ1DCG/Jkm+mOkAgCd47/Kzu/quZKGjsNh6G9qlnUm/Jl76k19J9njkvT44jMnX+Hh/3aJDigQ9uG4X1BVru3inj9DarqpTnGWlW5p21Z9V3ro+mkIPMlb/14QRaA3fYgklppC9N75YRMDfy83R6vJDJKsuviz2puFWccmikWGy6PT9ehixhpU2BEwXq067Kn7/Wv+4mKwWZAcvhVe/OYNNGGpExAxHJF9toHsv7gjyMJLxxKcnAnxf+S9chjCoN3OyQHgwkKSiajCQacvO3VK2Qr/lvfK7jquLpg6aFzBCli9ZHqExVsrC8TW3IQCUK65UKK9+MEFdqFr51qyhbgDQCoYeTS0FRKNOS5ajnXyGlFFXojXqa0uMc+V0+DuvBXMJkqQD6gBJ4pBmnlyVG3GEJs1Durel1HC6ci1YqB0UmxUkhE5CQCffUt8hs9+lPj+YNk80zXfQZIFYqZVtQ7+wVmbqlEyZQdnAOR2zcXsArsS9pMuzz6N49CNY761+TP4QtczMl+md9xg4s0vKX+UjrdPRgmliUKVJ6vKRm2fw/UlmYvIF+crdC7vI13ahcm0XUF4qFcqeBckHgD7J4m3jQ2u7mHzBZ7sYum4XrrsSlE70H66ZoiS20hxXxQitMpSzW5Z5I5TRYWCxgLr4FsmSg2HI+iWJF9DfQKN4R8pNVXfpU0HKZHrDwqo63cWEupo2BAsoF6sV17ovxMkHeLHMg2VFLwq+AcmqegkBxK3mI2YqIvmaClQxGdUDUqHV6INUs3OKpMIkJ8FDnTs/gq9xR6f7JGuQqAvnT6vTl/EsTqH1T30f/9a8wzLkcNwqkhWKL5V+ysuXkKuuLCPvX0kOhcsAUXmDDn6QrhSdSY6nR/CqQrR+10FmUJMsBsulyZiWW2sJ2hKhSZ2MRwS4NDtjC/k6sE4W3ssJj0+z85KIgDQdPBdMPlJzW50dzU9k25WHQMvJf75GREj4fkdAimwnffLIWoGHc53sHXVZWHGzLlOrPGV5WdAZaNK4lXbVT7lcONrluZjgMd5HhiVmqbsKuReG8tZUEw11Ok3fEavcpIUrJ1reJUiRbR8P5DsapmJtV3fQwiV3NQTKLrKWN6ql97FY0mNPWr2YgGXxfOF2OGs8+57k5AvdHqiXndtVIll6bZds6JaVMaQFS9KlF/Poa5yOvH8U0B13lfxa1vx3370wr/eSlctuosD0Wr4kqriD7Cp0txAqPi4qGWZVXdPwJiTLjtsv+XItAODZIZ/3s00KwyocmemIiNUIkXy1gba1W8oX/xa9ZKlrIP7XP0iVCPlhqkB/xrp6kHAuPLsWGiT4U+rrJdFoMC0rTt3vUP9Zp/hZ8ZuSrGaWL+rf61Bs0lF2R2S/UGO0DDEGXeDa982qIC1sVSE0LfQQydJyWI1Kk0mLPGqLoBNrwXJ2lYmWwhPBpUDiHTrOwY85OEfFwnVtteXHSY9Hay2Y5pcyHdkOpIckP68QVWSh0NcBOGT+XtlasFwpsFziJLSATRUBq8+w6loTNn6GVkylCJI05ZvNcC80ED1r+mrzjBq5qzTUUPxQZ2bFrypDS/nWC6lyVS9Ftn182utvE161tstyO+Rr0pvPEkeKZC2Xcq6/tmvWLGH5ov7ariRN4bpptuEeM76V+dqulSvL5Ct0bpeum5CwmmhJ10xNvqwyl3XEddakPwvVJf/mwgo90yKDITmLVs3EiwaKyGrCU2H5Cr0OssiaFlHdd+ueUjFgsNo0/w4Vt35mldfpwDPyf2XSJfuavI9tWxg683pSMCJiNUAkX23AvU5bhiLjBhhIdpAw91ysMAFpXw3MxzcqGV+kvh0iWYIHlr5betSw0Lph3ThsDU5VnX4dydLP5/iSM0iOIvPcv4/g4AfqAUD/JokQydKjtMy0znAd2igz8h7+06RMEkiLjElZ9a4XmqBJM5NMu9tFttMkIUF+LthYB8lYUrS3kDuidP8K6etSVM2N5DozXQS6qmS4I8p1+CTbCdEBBfnSL5Cs56Zup3XQL2KTRi9kId34Odn8e5BcqeY14PpjfTbRUKvalszzgDyB9q5faA6TTIcXUiGztPZ6hC6TJl/mLStXDlq+uN3ptV18n+4nQ8qntHLJ/T7GxvquhYV7IYAEKTroirVdHvDp4NouSb4kAavT9IHy7INFZkLaeRMMc0/o/lA9yzyEWEJxTZCsfF01/y7CjS5aGw2riJZMp4rIyfSnAm35LUMWq1WEoaKuL3JfTofUZDOmuDBCDDKI6HYYMTMRyVcbNBnktEZfEa+IUYrrS7PUfVfEsghS75OQREPGZ8VT3sNhcharavauqg8ddtyVqCvaJiRLpyV1Za2MW312SlTM1GVbeudrfwi5qYy3vxWVoAm5fOiooBmqrGh5zdIWJOSoaynMlobCpMwqeLUWzCWdbJa/4+CTLL48F0y3Tct4J9u8xRGlciyzIotBe2jK7PezkE1spElmwfNA8QJS0s//QP1bmlyI0FovjiZZEm0avXw+Jy/v4e9W/Lq+bao11CpY8soyyvOe1Y8Dkg68S5CZjFw+aQX0fOZiKD3zJGeRfIYtX3pLeZ01S0yt1Er3Qk2+xseB2bP71+A9qJdma7t6K0G9mrVdXAfar7Zp2VlkRVq+qojZdCLEEMRnrvYDjuCJB7GcePGf0ZXVNeG28wpVr0IVLCIvr1lFrotE3zvAQ0W4Za2q4t4WKatqFgQfsHAZGdbQSkuT9jYKdhsRMU2I5KsFUsq2KZa75PW7eqHoNIGlOBvXC4tYsbI+X1jvSOnLVErKGlC445RxLFJmQfeNbbI3Fah6pnalrCJZdj6oNKjkQWV3xCR3R5QJhZRvOZJZI7/8HVJ+QyNzSHm2piYlNMnSjcQa+KxCl5YgzgufC6bvS/K1YJQASQrf8YBLkWbefeBF75lRkQrrg86e5ox6Z+GQmHLdjlQmxsb6+mumc1LfHTF/1XwCIHcMJu9A+db0cGk5UflALjuLdMny4TAZty3JsvyHQ4p3U9IjZa1ql5PRUNvA0vj07oV5n+x9tm0898RMrvSGgHpjDSm23iiwipdyUUtyxWLy7oX9jTU8nAPGx7Izu2aNeYyx5StNQUgzlpgq5met7WKB6jptqx2JTUmCBMvqR2RfVqUgVzEGq102JNmV4Xl9Q6j9HuVdhC3X/KmyfA3TrGWxDHPNildXrHXcu867VFq4sj7dKxnLhUHDvutG5vspyZVjVFR5SqpvLCFaviJmJiL5agV+8XMtjQjZAb5KqeJPS5HR14ypLNIDXXZT/j8nCsQrxspJSmWikFrpYTq+JGXyWkjvCvGEyQxE+hkSVQNLSD/tK/Xl9OS4rfmItJzIZxMIRB6uuKBYnlZIQuFVnxptR1/5bG3KtEiWLBBZCBzPcqnjT30os9RYctZTrAUTDZF8vhbME5KUMEYOGHNwzhW3TkzYnEaeF6uLTLcZokGRpLIs7+Nreo0Px3NEmUsiOcARnLU1vdxuMaT16XLXRCyEKpIl21iTcEsOq5+S4W06ganQUEPaoCRegnylntBLHXopodctK91MvizLV5ONAutElmRL9kHhtV0pxly+tmvCg8hna7tY0BUN1nZV1YGlTUtBLc2br5U2K0G4HVnf68IshmDdZ8lWFQ5uA3lRoFwcFonm8BApk+NAW1I2CoRe3TZdgG4ScpzUw4V83UxODgDCwlVYt5oqBrI/DLWvYH9FhQRSmnJYRMTqgUi+WoDHQYCV8rzzkkp5SJlmVHVQGqEBhwCi3HyAUq844HYI9PU3y+2Q/7RI1oBjja1V/KENQunztSpY+imXg7RmcRlIPZkhB6WBcsnLOc2/sjsikK8NyiOSzIgu2JBSPtUIFaJFsmRjCA2OWk5L09DmVGYu2hpUkBSC47VgnTEknczVVrodakOKrrOqcV1nT1aJJth8TbvXcDzngE7i4DoE7zyy7RHRN5VIBhd6GUJ1UodQnzBMeNP2FiJNbcOnApb2KHey8MjOdfZUrO/iemOjkeQuHK7PIbZeTd038Kf8Ltd1MXfR5Ks4NBm+tLYLvLaLTbTW2i6+pslXXZlZ2ri0fMnGXmf5GhWqSLa65gt55MHITANQcjEEyk1xWMuX7hotUjZq4iVh8dcQP7WMg01IliZlpX6xuJIf9O2NQm1TINYLFsp0DcnW3hJlRMtXxMxEJF8toMlX1nFR8bs/H5QqJ4gpQKEUA3yQT8YJMnbA65J4gX2/b6LSJL22cMllBBwmO2qtZ1kGkanAVOunrMjrgVcOKJblSyrqqHFHRPHJPxXx0ho+P7QpKbMYqSRHVYWgC0SzC2DQciMbQxuCKOWXi2UkgxGjPpHL2mHikLg0s3xRuV1x1lmM/DznUnFZpEyLpIuMi4G5IIsmjXSyzRdKtafcAspcPPtCzgMJAOr1yTc3PD3bUaWcWOHm5MsQ4cMgpEy1Da+CJat2LaPc1SjJyEO2tisBcnfgFP1mpy1coV0N+RpbuZqIrxVdFpHXdvFeH0nSJ1+8pbxzWTftUg+XpqC0B0q7fQVWskGZCRa2zbsohZMdnSauuvybtBfrhWtynxxQLLbQhFmUrBw8xoXdC636HJaUTRfBaooQyQoVaVX8QfKVZbRf2jLjgvmMYPKl/2R2L+yzwTTne6kfrLdq8hURMTMRyddQyDt/7m8K/duL61PQWxudWV/xK/eyPg8ncrlrYj9cjnvWYGMNXJbeWEXKSuUR0Mnqslo3jrfRT0OWL004rYFIpm2TsnyIIIfMHdH3RysZkZVwKbxmryFSFio8q5DkfZYiVcWy9Uit5ee4VTLxb9ZwNbvlOEzynIMbS0GJQ9LpAGMoyBfXm2X5skiXjqezrdeH8dou/pOWNgYbHHgt2OB74EEeIJ+9b5QgOzdMl7UUvA7WCxBiAVXhoWv8aT1Dv8gh+WT8ySpfliyy3cn1SQA8OXgk8D7byTDTAbPNW1ZO2BsCyuVS8tBkzXOaiKoVVyZeFvni3Qx5Z0MiZNaCiRS0sgvq5sJ6MWFhre0KmeJkWWnybWnYVvyQBl5XENb3OplCjCBk+TLCvWey1a//IrwFyQrFl8UdckccJQlrWnSh8KYkK2T9kuMaZ5rQb3syfOSFUZakf0QARvzIiIhpRCRfLWBZvrgPKivlVCjmpTEq1HG17cwqlbIU2WHBHoA8yJlKsnjft+rIvHDybUmZ5gfT1UmGiqKJe6F00QySrBAp6/8qdkj02U/AZfUPn7EJYiF0wVrhMmPlCgsXQEiplmTKqmjtg2qx0iaKOV/XPjt6hl3JQm4ClDjAZSyIfDbjOeYI6Vi21iqb6aTSkhQmRPyoNjtuy6Ludm1+KX9rt7T+uWCExBESSpBwffON8rAy7bsbsiqGFN86xdtSiC1CbWUy9Dz93KnSRHWblu1SEy9NvvK1Xd0JhzTfqMXD3hBQtwtNvtoYk1gkJlryNZIWrmJjDQLGOh7jiUcHKZI0I+vZgyeAbv+PpFlXHjCm+4amgmotW1u+igVoFZavUD/S9Pl15K6CZPkindy9UGyk4AlFnWviZU3ADEPKgGrLlw63iqVpcdUhlIasZvnJ10Ika7B6fP+adQByaIv4qjapxxwtdANm6T0VEyuaZIfIcbXlK8X0uwE2mNGJeMkjkq8WsN0OjQ6QAHIE52igUyN+MQntdwSSUB0gAaJHRj5w9Q9yBnkkpJwI1CBUp6tXdYBNeOVk+OawsEihHKxrSZZJyvqHNRf35INYfifQP722mqEOy1Sr7qlTtnVFywIA+hXMmQwRRatCrecI5kJAmT3BA+kYPGVufc4n6FACdBIkSZJtG56WN+IgKm8IF3IxlaJJLsn3SZ4oFSpJ3rWixeFZUTlQx8M5ByRGmVv13QR1GlzoxalTpJuiiaJl3WMpXvKapXxpOTUBy2c6fL4bZs8Tel0MnNsljUZV5Esr6aGs635B7/Uh3QvlxhoEjw6l6KCXre3q5Sc1ciNesSL7s5ii9I+sQhWhkcRVv9vDtg1dp1Xsw5JVf9f3lcL5WnnU1N3OZEhWiEy16YaHfbVa8JDK8OYkq0zYtIFTl3ZpA43QRFFV5uRnAHLdni8W0RaUz6xn+apEt8OIFwMi+WoBHuiBUAdIxcCclPSQETMMhmQTillQsVEHd3w+20LdZWF9klUe6Bh1pEzfE9INR022JEJ8QNaZ1BlbWb7UoCDHG0ds+UQxwwjv+wxBW0OscJmBEHPl7zJcCtimwCU7kaM1UDYP6QOVNbPR6bGpgb8zs5Hy5+6I2VqwDjpuDK5D6LhsBpwtTrq8tRhaFKtIQ4qLtnBpC4cUt8RZHcElABV7j3rAJdlSzCSLTJZwoTptUl9as+LvTe8fBrpNyrAqWJqj/C4sXL6onCQ7tylXzDxlZKvHZEtYrqq2lJeba8h+yZpACimo0urFm2uw2Ey8ShtreMClKVxvAq43ka/tEgSLBbXWdlURd6tMmWxJYWUnrcu/KWOo6jtKjb+GKehC1RY3072wb/nQ40+IZE0FKWsD3VVa19qmZYWHOHY7kuX74bknjqS1lSx0mAKyCqUxyrqHXj4cqjftWl5Gium3REXLV0Q9IvlqgZDlS49H3J/xBH8xNrJS7tQM02RHAwlWZnOQJaywiHHH7FUSbd0OgTKhqcua1slkem11yBDJ0s/RJGt4y9fgQCef6cHlzv9qlBlL+NAgFiI7UgD9XReETMuq6Cq3Q61AybRChEK7M2p3KP5ODm4MIOeAsQ58B4Dru/sxnOsPzLwRB/9JnidF0FnW9S/rnfmwFJXDMznCa8HgAfIEBwdyCQoXYPlATUBDlsSQEtOG/DC0tibTmixpq5JVkgFtiRlwL6R8bZdD6h18L9MUvafShoD6KCy+FrJ8NdmlHeiLJJul3kBDr+2aNat/aLJzAFIP6qaAT0F8wrMWKLTVop4lsOotxBJlQ9akLDTjEEITsqbjWHLK8CbPKzwFBsejqSJZofj6Wh3qOEbodQvFbUuyQvFNixjKn9l3Y1CfrO7BQoQyJzpTJtlp7l6oRZFHPgDR8hXx4kMkXy2gyRcrhLyIn/sdOdDLzjMlwDnKO0YSCrrPFuxTZk6qPDtjGIQ0TrBwDnKDDq0vWeRL6tR6oJN5BwZJmZW1uixyenrQqwtvUjR1JKuN5asgs0U9o7CJgMiuZ02AtFJuFVBIkebPUIFKUhWqaH5ukRlRWdLyFSKUWiarkKSsvR6ICN45wI9n5CtNQHAAEhB5pAQkjtBJgLTDSVApu/odlDxHEiUtnqx/baTTCo403gGGkQH5WWDEky0eBfnSvo6yTnR5NiFeVj2HlOA2WmXb9JtqmPp+7V6Yb6iQgtBL++u6mGTzn7WxRhM+I4tWiyw5i9wQMEnKG2tkovp+eOKzjRiJldsUSHvZuq6Vyr1Qru3SixTb9POyU5KLIXlQGjiI2tDidXq6w2zDHqRM/CnTUMp34XZGlFs4+2PPMCSrTfw2kPGtri409lhFF+KoOqwJyeLfVUezaeJV7Kzp8/4oVEiTgXp4ZT2jPOxJcUKE2SJlQCRfEasnIvlqAU2+tNKn9Yp+p9nf3ILvzfono8MjO9hEqPeX16ruK7biSPMHyw06sitMxvQGHd6XvdGsQTBEyqoQGu9lOetBUX5OFZqQMk3MiChAynxx3VmWT60gyzplUqRZsIyv06kqwKoKkM+VlW3NJvA+7VZFh56h8yrZDlFGuoxG5j1AqUMHDmknsybxmh9eC6bJl17jI9uNVRSh91krPrJaGGzUIAIcZbuij/V3RO8/QBIO+UBNTvlBTetNl/FUKFJt0w+RPplnbfnSLmfI3Au7uWthV/Ql1oaAHB4yJulDk6tElWLKjTWstV1cz2NJisT34CbSbG0XIRNAntk1MVEWqI2FwSAuA8RLky9rpiiUtlUYVbKE4mtWoOPL+ue6Ni0ffG16SVZdlqt+Nxl/6q6FqjlEvmyyxmM5ipVUfXj1h3b9icyE/K3HnCbtKJdSdv9aZwjpEaH3uf6cL1cVYQSI53xF1KM1+XrwwQfxP//zP7jrrrtw11134f7770ev18PHPvYxnHnmmZMS5sYbb8SnPvUp/PjHP8ayZcuw1VZb4fDDD8cZZ5yBOXPmTCrtqYBe89WcfJX1aNal+/2WoZQDtkuYhOz46pQ1JSAFwj2QrV+hbA2Gc87cXaqJhavpoMm/Q+Jrnb0pmuiJWoeoUsy0aykQtnxZ7ohKCgC+fAMwaIGSBSgHPKt+9UDJhSAFCxWSrozQCCgLSI+YVqGH2qJVwVqTyQleZk1K0EEHSAhJh4pF+HoHOrnmh4kZ0aBFxJoM0EXchHzJoijCiZDAwTvAJ/mOp7psZVk0VlpUOqMmWhasF6Qqbuh+i0B4ACCkPaCX2htraJLV5NDkqsfL32zdYgsXMLi2qyBf8HC+h47vgrpdkBeHJstFaNLCJYVts7GGJC5NyVedtl73XKsvCcUFAv5ugZdIuBdqyHrTbr2TJWVV4ZOB9SqEXpO68UXz5rr4pWsA4NNsjWmaES0atjBC7UVnUsdv4V7IRGqy5Kt6zVdExMxEa/L1+c9/Hp/5zGemXJALLrgAp5xyCogIe++9NzbZZBMsWbIEH//4x/Gd73wHt9xyCzbccMMpf24bDG/56odZ5Ms5CDe1MjEq3NRy16VSZ8rf20KyBTM8SzOLwQdGZwNmCoAcFdGsgy71I2ReJa+YSlfzYVFXFG1Jlo7P4YCuZ9juiLKeJemq8v9khJTdUMatuJqs6Xg6s7LyNdPh54QGfR6BNfniOLwXPBFcMgYaA1zHwXeyjTi87xsW+JFcTFI8WR/S61YO2hyPjyKTdSaLsQn5IgJ6CcF5Wcc+e4WKQ5mpv9upFESWeaieLUw1KWtDsvi6pXxLNzieyCECXIJsY40kb/eZ/b3ngV7at35Jj72m5EsXg9WENW9h8tVkYw0igPK1Xa47AZpYCfTU2i65dXwVS6gqb+0HGRpg6uqlTXiT+6x6VuSrqOcG7oV6IqSqu5iM5Wu6xpkq3mJZuOQ9Oo0BPQJZP+IIyM6Y5Du8+PT931NdGKqN1tYzdD2XrV5NyReHRctXxIsFrcnX9ttvj9NOOw2vetWrsNNOO+HjH/84vva1r01KiHvuuQennnoqkiTBNddcg9e97nUAgOXLl+OQQw7BTTfdhOOOOw7f/va3J/WcqYBUwC1vrHbki0x9F9aUIEeQArTpQEMKmRKcOEyNEHynI8BT1p0V3X3F4BgiWVJRlVkJDaRVA2zoWp1+MQxCpEw+b3ASOCRIg3rW2r3W8iUpYwHbKN+WliBZinYt1LsdyjRC1jurAfAzOE5Ijjyf2aREAudSIEkBB3ifn6+WAsjdYjMeQ4UbIEOSL1bSLW4pH83X2ZghxXTO2gWRBtwRMzLnARBclgM4AlxCALxdd/K75ZsjrzclZVbZVr0gTfoL+Vu3Bd3xqY010nxTjV6XkHYpLy8acC9kMeSGG3qXdsnhZZYthESyN9bI1naNjwGzxjxmifDswT3Ai20VZQPTFi5ZnxbxqvI7szRzyyJmDTzDwmIQul45LHQ/ABDytT+li8HHNiFlTeq5LWTz1a9MXVHouHXXm5KyUHXy7TIZ4kzIPrqKoU4WAxnL67mUt7B7YRPypSdSLGuo/IyIWJ3Qmnwde+yxpd9OahtD4txzz4X3Hu9617sK4gUAa665Ji655BK8/OUvx3e+8x088MADWLBgwaSfNyzkeTFVJKs5+QqHZ8/I3RE1KdNMZ6qgNU6poBWfLLjrn2YlSIcmU1r3rtPJNTTf1GKG7tFxm2bf0ot0fTZJpwkpq63nNM0i64LS9V9VGFWFYIVpcqcHcBZSV6qs+CYsm6Fd8PR3198MpgjLy8V7wKUOHe+QJg40yxUbNcj9BgB7rwvORt0rZE2ySO4rFSbL1ZR1Em8ocQORh0VbUlaHpkp22zTFrHiaEno+dy1EXyGT3EUqak03CtRZkL+Zs+hDk821XQCc8xhzKRKfgiZSEK/tYpa4cmV+aHIN+dKCsV9jE63ccju0LGIyHetdmgxk+g0sX/mFrF4w6HbWhGQ1ge4Kh232unuqKjKrmvTnsCQrZBErEy9JpqaRoepMqHrOXISp9OgQyZoM+dL1XO12GC1fETMTq3zDjZUrV+K6664DABx55JED17faaivsueeeWLJkCRYtWoQzzjijUbppmuJLX/oSLrvsMtx3331YtmwZ1ltvPWy66abYZ599cOqpp2LrrbceWm5JIqxJ38mRr4zWlNzUgHw7DCA7TCazBvDNxcxXW1IWGrEs5YsIoDTbGMFlmii7VWX9ZF+x4u8h3XuypMwSNZS1yYw/beq5SVrldGrq2WXkp7KeLYuSlfG6wmjKUjXTkCOjJGahCrXYtJRB7pQhfQDHxvrPzeXIj2WGQweJy86Dcq6grqUZV36sJGF60LaKiPVkLbbUs70XG24Ii5h+1xNHcImDc9nOjiR3QZQPZK0jtDtiE811VOTLVLIxSAo4rmQ6ebgHwfcIqc92Nez1+uRLbynPzYbJl3Uclp5ZD2XBElO6F0q3w4J8EeDIw6EHSnnPet83h0pznBf1WbW5RlOtvM7tMNTxaeiGK2UIFVJV4VnuhZS7nGmCrRRnVtRZlGFIVtsm32YcadqXN02nLckSUoNL0vHarTzcZCKjeP9b1rO0RgPV7oVtyddUZi0iYiZglZOvn//851i+fDkAYJdddjHj7LLLLliyZAnuueeexukee+yxuPTSSzF79mzstdde2GijjfD000/joYcewkUXXYSFCxe2Jl9yzRfQXD9pT74AgAKWEtkpo+8myANsW3e0OoWY88pxgZJSwS4ljlx+SGomnVSALY7QlpTpLFRlTZOkUSBEyuRzm+mtgwJ6yBIU4HoaJryOoVr36vh6dNQjpiZfWunTBSXT1axGhuuC5J0WKTtLK0k8KOkfyuxR1ledK58LtXJl/9GWV5huq1IcmU1dLPr1k/VOBKBDSJJsI45s3Ze4UZZBqD6HQZ3mEmqsk4VMT5IIIiCfHeeNNbqCYzZZ2xXy5LP6F90Hs4WL12+F1nYx+SLv4dIeXK8L150A5KHJoY01ms4eyfbdxsJlafFN6qFJhxi63jLcG/1a6XoLJXsYsmaJ2HZcmCw/1eQr9GyTlGUSA96DfJqxG6C/TrQtE5GZ132N9f4Hwr3vW6pziQaavO4v5UYZVvhkyVfcaj5idcQqJ1+//vWvAQDrrrsu1l57bTPOFltsUYpbh4cffhiXXnopNt98cyxduhTz5s0rXb///vux1lprTULqakiFABiWfJU9U8p9puz5Ae4GB3rBJkpcSOmqUtTE6ELF08uzc2wRIwLIUWbEAcDbCbclZW2yNirCNVlY7QKocEfMd510RNmeBFY9t9VcmjJUK/4AmxDxQuQrZBGT6VdVmKxsHrE5LefgALhOAt9JgTFkOwz6/rvDRSTfH6sdhXilhDRAtSNf2XlfRNlGHImXlmKfkTCXgJK0eFChZLHwuky0uadt/cuMNFW+5EsX0jpzE5IXbMe7fFMNvbGGIFXeU2vypbOh+8sQ+bI21uh0BjfWAABKPTDhQWmasUVNsmS5tulrQ+S0rXthKO2mJKul8l3lXsiuhVwKsoiquqrpwlSNC7rqtAdmqApMkkX5ZCplFlY5hpY/0b9W11FVCa2/V8U36jkbxKk0FEmR9IHmbckXX5+6dpGCe9vpw3Q/L2J1xConX88//zwAVJIh3mb+ueeea5TmH//4RwDATjvtNEC8AGC77barvH/FihVYsWJF8fvZZ58FACxb1uz5IWXaUgZCYyzQ/10O981myvLei0LTScOi4WDtRbh0U+DhJWThCpEyIKzntOEbWmkuk9ry/cPqJ1WDb1N9pji3Rd+TSdi8nuuU7zaoYihWhfKf5YZVVdGWBmMt1HEOvtPJtOXx8ezPZQp+t0dYOUFY0XXodgm9NFPw9aG80rNPKv+Wp1+Ia8gjrNjtcHx8UFzexpyvOZfXY9oD9bpwvQlQL9uynLjcQrvmVU0b8+ew0J1TXWfFrIYz2OkUbkreJUiTMfikA+8SeGRr9Thb8igsLv9iKZWoByvLobrhepDlz6JKkszpEvl874wU6YRH988encQD8H1Taf5HkhHKBqN3/LDeNcnMQ+6F1uCg41vhU1HX/JtllW5nwf7czrKeZJNNsq6Y2vTnoXCrn6+7NlX9vN2fB6qTbUhWf94m08OiZT0PdvNZfPluNiFfeiiR4W1VFdbLvFkWq8IsFk1xEfVY5eRrFFiwYAHWXnttLF68GP/+7/+OI488Ettss03j+88991ycffbZA+EHHbTFVIoZERERERERERExSTz11FOYO3cuAGB8fBzz5s3DH/5w4yqRZd68eRgfH18lz45YPbDKyRe7Gi5btiwY54UXXgAArLPOOo3TvPTSS/Gud70LZ555Js4880xsuumm2H333fHa174WRx55ZOWhzWeccQZOOeWU4vczzzyDrbbaCg8//HDxcke8OPHcc89hiy22wCOPPNK4vUWsnoh1/dJCrO+XDmJdv3Tw7LPPYsstt8T6669fhM2ePRu//vWvsVIu8J1GjI+PY/bs2avk2RGrB1Y5+eJNL5555hk8//zz5rqvRx55pBS3CQ4//HDsv//+uPrqq7FkyRL86Ec/wqJFi7Bo0SL827/9G2644QbssMMO5r2zZs3CrFmzBsLnzp0bO/KXCNZZZ51Y1y8RxLp+aSHW90sHsa5fOtDHHs2ePTsSoIgZi0k6jE8e8+fPx5prrgkAuPPOO804HL7TTju1Snvu3Ll45zvfif/8z//Efffdh4cffhhveMMb8Mc//hHvf//7Jyd4REREREREREREREREC6xy8jU+Po6DDz4YAPCNb3xj4Ppvf/tb3HrrrQCAQw89dFLP2mKLLYq1XD/5yU8mlVZEREREREREREREREQbTBv5uuiii7BgwQIcddRRA9c+9KEPgYhw6aWX4nvf+14Rvnz5crz73e9Gr9fD4YcfjgULFjR61j333IPLL78cf/7znweuXXPNNQCyw5ubYtasWfjIRz5iuiJGvLgQ6/qlg1jXLy3E+n7pINb1SwexriNWR5C39+cM4u6778b73ve+4vevfvUrPPnkk9h8883xspe9rAhftGgRNt100+L3WWedhbPPPhv77rsvfvCDHwyke8EFF+CUU04BEWHffffFxhtvjCVLluCxxx7D/Pnzccstt2DDDTdsJOOVV16JQw89FGussQZ22mknbLHFFuh2u/i///s/PPjggxgfH8dVV12F1772tW2yHhERERERERERERERMTRab7jx3HPP4Y477hgIf/TRR/Hoo48Wv+U5WU1w8sknY4cddsD555+PH//4x1i2bBm23HJLnHHGGTjjjDOCBzBb2H333XHeeefh5ptvxv3334977rkHnU4Hm2++OU444QR84AMfwPz581vJFxERERERERERERERMRm0tnxFREREREREREREREREtMcq33AjIiIiIiIiIiIiIiLipYAZTb6uuOIKvPrVr8Z6662HtdZaCzvuuCM+8YlPYGJiYug077rrLhxxxBHYZJNNMHv2bGyzzTb4wAc+gMcff7x1Wl/5yldARDjmmGOGlieij6ms73vuuQfnnnsuFi5ciE022QRjY2NYb731sPfee+Nzn/vcUGmeddZZICKcddZZre+NKGMU77bE4sWLQUQgIuy///6t7491PXUYVV1fddVVOOSQQzBv3jyMj49j4403xt///d/jox/9aKt0Yl1PHaa6rpctW4Zzzz0Xu+yyC9ZZZx2MjY1h3rx5+Md//EdcffXVrdOLdT15PPjgg7jwwgtxzDHHYIcddkCn0wER4Zxzzpl02jfeeCMOOuggbLjhhlhjjTWwYMEC/Ou//iteeOGF1mnFuo6Y0fAzFB/84Ac9AN/pdPwBBxzgDzvsML/uuut6AH6vvfbyy5cvb53mFVdc4Tudjgfgd911V//mN7/Zv/zlL/cA/CabbOJ/8YtftErv0ksv9QD80Ucf3VqWiDKmsr4nJiY8AA/Az5kzx++3337+rW99q99rr718kiQegN9tt938n/70p1YyfuQjH/EA/Ec+8pF2mYsoYRTvtsTTTz/tN9tsM09EHoBfuHBh6zRiXU8NRlHXK1as8EcccYQH4NdYYw3/D//wD/5tb3ub32+//fzGG2/sN9hgg1bpxbqeGkx1XT/55JP+b/7mb4p+/IADDvBvfvOb/U477VT07yeeeGKrNGNdTx5cz/rvYx/72KTS/dSnPuUBeCLy++yzjz/iiCP8vHnzPAA/f/58/8QTT7RKL9Z1xEzGjCRfixYtKjrcu+66qwh/4okn/A477OAB+FNPPbVVmr/73e/8mmuu6QH4iy++uAjvdrv+He94R0HI0jRtnGYkX1ODqa7viYkJv/POO/tvfetb/i9/+Uvp2r333us33XRTD8C/613vaiVn7Mwnj1G82xpvf/vbfZIk/vjjj4/kaxViVHV91FFHeQD+jW9844BC1uv1/G233dYqvVjXk8co6vrEE0/0APzOO+/sn3rqqdK16667rphIbVPfsa4njy9+8Yv+tNNO81//+tf9/fff79/5zndOmnzdfffdnoh8kiR+8eLFRfiyZcv8woULPQB/+OGHt0oz1nXETMaMJF+77rqrB+DPOeecgWtLlizxAPysWbP8M8880zjN008/3QPw+++//8C1559/3s+dO9cD8N/73vcapxnJ19RgFPVdha997WvFrPnKlSsb3xc788lj1HX93e9+1wPwp59+evF+RvK1ajCKur7xxhs9AL/99tu3enerEOt68hhFXW+//fYegP/Wt75lXn/Na17jAfhPfepTjdOMdT31OProoydNvtiSfeyxxw5c+81vfuOdcx6Av//++xunGes6YiZjxq35+t3vfoelS5cCAI488siB63vttRe22GILrFixAosXL26c7qJFi4JpzpkzB4cccggA4Lvf/e4wYg/goYcewoIFC0BEOPnkk5GmKYCyH/Lvf/97HHvssdhss82wxhprYPvtt8cll1xSpPHAAw/gyCOPxLx58zB79mzsuOOOuPzyy6dEvpmCUdV3FV71qlcBAP785z/jySefnJI077zzTmy66aZIkgTnn39+EX7MMceAiPCVr3wFDz74IN7ylrdg4403xlprrYVdd90VV111VRH3jjvuwCGHHIKNNtoIa6yxBvbYYw/cdNNNUyLfTMCo6/rJJ5/Ecccdh/nz57de99MGsa7rMaq6vvDCCwEAJ510EsbGxqZG2ArEuq7HqOp69uzZjeI1Pf+zDrGuVw1WrlyJ6667DoDdfrbaaivsueeeAPp63GQR6zpiVWPGka977rkHALD++utjm222MePssssupbh1eP755/HLX/6ydO9k06zC7bffjt133x2/+MUvcOGFF+KCCy6Ac+Wifvjhh7HzzjvjhhtuwN5774099tgDDzzwAI499licf/75uP3227Hbbrvh7rvvxn777YeddtoJ9957L9761re+qAjYKOq7Dr/4xS8AAOPj41h//fUnnd7VV1+NfffdF88++yyuuOIKnHrqqQNx7r77buy888746U9/ioULF2LHHXfEnXfeiUMPPRTf/va3ceWVV2LvvffGo48+ioULF2L+/Pm4/fbb8drXvha33HLLpGWcCRh1XR9//PF48skncckllzRW3Noi1nUzjKKue71eodzss88++MMf/oBPf/rTOP7443HSSSfhsssuG2phfgixrpthVO/16173OgDAf/zHf+Dpp58uXVu8eDG+//3vY968ecXE6WQQ63rV4ec//zmWL18OYHr0s1jXETMCq9r0pvHZz37WA/CvfOUrg3HYF/xNb3pTozTvvffeYlFoyO2B3ZU23HDDxrJaboff/va3/RprrOHXXHNNf9VVVw3cw6ZwAP64447zExMTxbWrr77aA/Brr72232qrrfw555xTWoP26U9/2gPwr3jFKxrLONMxivquQpqmfo899vAA/GGHHdbqXsuN4bOf/ax3zvmNNtrIXHvALhnIXXJkfXLeN998c7/eeuv5r371q6V7TzrppKCr7OqIUdb1f//3f3sA/oMf/GARNtVuh7Gum2MUdf3zn/+8KN+vfvWrfs6cOQOL/jfaaCN/0003tZI11vXkMKr3+oUXXvAHHnhgsZbswAMP9G95y1v8zjvv7AH4Pffc0z/wwAOtZI11PfWYrNsh6z3rrrtuMA5vxrHLLrs0TjfWdcRMxoyzfD3//PMAgLXWWisYZ86cOQCA5557rlWaVem2TdPCJz/5SRxxxBFYZ5118MMf/rByRm7LLbfEBRdcgE6nU4S9/vWvx9/93d/h+eefxyabbIIPf/jDIKLi+gknnID1118fv/zlL/Hwww8PLedMwijquwpnn302brvtNsyZMwfnnXfe0OmkaYqTTz4ZJ554Il7xilfgtttuw+677x6Mv9tuuw3U5/HHH4/1118fjz76KPbff3+8853vLN1z5plnAgBuvvnmKduCfVViVHX9hz/8ASeccAK23XZbfPzjH5+ckAZiXbfHKOr6qaeeKr6/+93vxs4774ylS5fi+eefx09+8hMcdNBBeOKJJ/CGN7yhsG63Razr9hjVe73WWmvhmmuuwWmnnYZly5bh+uuvx+WXX4677roLG2ywAfbff3+87GUvG1ruWNczA9OhA8S6jphpmHHka3VEr9fD+973Ppx++ulYsGABbr/99qD5nLHffvuZrlF/9Vd/BSBzuZAvPgB0Oh1svfXWAIDf//73UyP8Swhf/epX8dGPfhTOOXz5y18uyrotli9fjsMPPxyf/vSnsddee+G2227DtttuW3lPqD7ZTeeggw4auGeDDTbA+uuvj5UrV5YUz4gy3vOe9+BPf/oTvvSlL2HNNdec0rRjXc8ceO+L7y972ctw/fXXY5dddsGcOXOw44474uqrr8b222+PF154YaiJlVjXMwuPPfYY9txzT1x44YU455xz8NBDD+GFF17Aj3/8Y+y88844++yzsddee5UmV5si1vVLB7GuI2YiOvVRphdrr702gOxwxRDYr3+dddZplSanO3fu3EmnKfHNb34T3W4XG2+8MX70ox9hvfXWq71nyy23NMN5hid0nfPyl7/8pbWcMxGjqG8LV1xxBf7pn/4JAPDFL34RRxxxxNBpXXDBBeh2u9h+++1x4403YtasWbX3TKa+n3766RdFfY+iri+77DJcc801OP744/HqV7960jJqxLoeDqPux4855piBukiSBO9973vxgQ98ADfeeGNbkWNdD4lR9eFHH300li5dik984hM4/fTTi/Bdd90V1157bbEm55Of/CTOPvvsVjLHup45GLUOEOs6YiZixlm+2LLzyCOPBOPwNY5bh6222qr4HnLXa5umxN57741tttkGjz/+OE4//fRiZ8Mq6A042l5/sWAU9a3x3e9+F0ceeSTSNMXFF19ckLBhcfDBB2ODDTbAz372s8Yz7LG+R1PXvPvV0qVL8epXv7r0x3Vz1113FWF/+MMfWskc63o4jKKut95662I2+uUvf7kZh8Mfe+yxhpL2Eet6OIyirn/3u9/hhhtuAAC87W1vG7g+NjaGN73pTQAwFNGOdT1zwG3imWeeCVoxJ6MDxLqOmImYcS2ItwF/6qmn8Otf/9qMc+eddwIAdtppp0ZprrPOOnjFK15RuneyaUpsueWWuOWWW7DddtvhkksuwZFHHolut9s6nZciRlHfEldeeSXe+ta3otfr4fOf/zz++Z//eXhhc7zyla/ED3/4Q2y66aY466yzcNppp006zZcCRlnXd955J374wx+W/h588EEA2aDOYW1nJGNdD4dR1PWcOXMwf/58AAgeEcHhPEPdBrGuh8Mo6lpOkoasHezBondCbIJY1zMH8+fPL9zFR6GfxbqOmImYceRr8803x6677goA+MY3vjFw/ZZbbsEjjzyCWbNmmX63IRx66KHBNF944QVcc801AIDDDjtsGLGx2Wab4eabb8arXvUqXH755TjssMOwYsWKodJ6KWFU9Q0A11xzDd785jej2+3i85//PN773vdOicwA8Ld/+7dYsmQJtt56a5x//vk47rjjGlk8X8oYRV1feeWV8Nlh8QN/l156KQBg4cKFRdgwM6exrttjVO81uwuHrB1sLdltt93aigwg1vUwGEVdy4007rjjDjPO7bffDgDB7e3rEOt6ZmB8fBwHH3wwALv9/Pa3v8Wtt94KoK/HtUWs64iZhhlHvgDgwx/+MADgvPPOw913312EP/XUU3jf+94HAHj/+98/sHZr0aJFWLBgARYuXDiQ5kknnYQ111wTN954I774xS8W4bxZxjPPPINdd90VBxxwwNByb7jhhvj+97+PPffcE9dccw0OPvjgSj/miAyjqO/FixfjTW96E7rdLr7whS9MKfFibLvttliyZAnmz5+Piy++GEcddVS0eNZgFHU9HYh13R6jqOsTTzwR6623HhYvXoyLL764dO2b3/wmvv71rxfxhkWs6/aY6rrecsstC0L3wQ9+EL/5zW9K1//rv/6rOO/SOpi3KWJdTx8uuugiLFiwAEcdddTAtQ996EMgIlx66aX43ve+V4QvX74c7373u9Hr9XD44YdjwYIFQz8/1nXETMKM23ADAN74xjfixBNPxGc/+1nsvvvuWLhwIdZaay3cdNNNeOaZZ7DnnnviYx/72MB9zz77LB588EHTtWizzTbDV77yFbztbW/De97zHlxyySXYeuutsXTpUjz00EPYZJNN8I1vfGNgh5u2mDt3Lq6//nq88Y1vxI033ojXvOY1WLx4MdZdd91JpftixlTX9+OPP47DDjsMK1euxOabb45bb721mDnT+OQnP4kNN9xwaNk333xz3HzzzTjggAPw9a9/HcuWLcM3v/nNRot6X4oYxbs9XYh13Q6jqOsNN9wQl19+OQ455BAcd9xxuPDCC7HddtvhV7/6VXEA6//7f/+vtZVcI9Z1O4yirr/85S9jv/32w/3334/tttsOu+++OzbccEPcf//9uO+++wAA73jHO/D2t799UrLHum6Hu+++uyDUAPCrX/0KAHDxxRfj2muvLcIXLVqETTfdtPj95JNP4sEHH8S8efMG0txpp51w/vnn45RTTsFBBx2EfffdFxtvvDGWLFmCxx57DPPnz8cXvvCFScse6zpipmBGWr4A4DOf+Qwuv/xy7LHHHrj11luxePFibL755jjvvPPwv//7v1hjjTVap3nEEUfgjjvuwGGHHYaHHnoIixYtQq/XwwknnICf/vSnxbqwyWKttdbCtddeize84Q247bbbsN9+++GJJ56YkrRfrJjK+l6+fHnh8vnoo4/isssuC/7xLkqTwcYbb4wf/OAH2GOPPXDllVfi9a9/PZYvXz7pdF+sGMW7PV2Idd0Oo6jr17zmNfjpT3+Ko48+Gs888wyuuuoqPPzwwzjooINw/fXX46Mf/eiUyB7ruh2muq633357/OxnP8O//Mu/4K//+q+xdOlSXHnllXj88cdx4IEH4vLLL8fXvva1SU+YArGu2+C5557DHXfcUfzxOstHH320FN522cXJJ5+MG264AQceeCDuvfdeXHXVVZgzZw7OOOMMLF26dFKTpBKxriNmAsjLw1MiIiIiIiIiIiIiIiIiRoIZa/mKiIiIiIiIiIiIiIh4MSGSr4iIiIiIiIiIiIiIiGlAJF8RERERERERERERERHTgEi+IiIiIiIiIiIiIiIipgGRfEVEREREREREREREREwDIvmKiIiIiIiIiIiIiIiYBkTyFRERERERERERERERMQ2I5CsiIiIiIiIiIiIiImIaEMlXRERERERERERERETENCCSr4iIiIiIiIiIiIiIiGlAJF8RERERERERERERERHTgEi+IiIiIiIiIiIiIiIipgGRfEVEREREREREREREREwD/j/ZE8pkQkAzQwAAAABJRU5ErkJggg==",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# NBVAL_IGNORE_OUTPUT\n",
"\n",
"graph2drec(rec.data)"
]
},
{
"cell_type": "code",
"execution_count": 44,
"metadata": {},
"outputs": [],
"source": [
"assert np.isclose(np.linalg.norm(rec.data), 990, rtol=1)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# 2.6 - Conclusions\n",
"\n",
"\n",
"- The damping strategy is a simple way to reduce artificial wave reflections coming from the computational boundaries, leading to a solution with less noise at the end of the simulation, when compared to the results of the notebook Introduction to Acoustic Problem. However, the level of artificial reflections on the boundaries is still high. In the following notebooks we present methods which are more effective."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# 2.7 - Reference\n",
"\n",
"- Sochaki, J., Kubichek, R., George, J., Fletcher, W.R. and Smithson, S. (1987). \"Absorbing boundary conditions and surface waves,\" Geophysics, 52(1), 60-71. DOI: 10.1190/1.1442241. Reference Link."
]
}
],
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"hide_input": false,
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
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"codemirror_mode": {
"name": "ipython",
"version": 3
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"file_extension": ".py",
"mimetype": "text/x-python",
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"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.10.12"
},
"latex_envs": {
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"bibliofile": "biblio.bib",
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