{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"\n",
"\n",
"\n",
"# Throw into the Wind with Air Drag\n",
"\n",
"### Examples - Mechanics\n",
"\n",
"By Magnus A. Gjennestad, Vegard Hagen, Aksel Kvaal, Morten Vassvik, Trygve B. Wiig and Peter Berg\n",
"\n",
"Last edited: March 15th 2018 \n",
"___"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"In this example we will study the trajectory of a ball that is moving through the air, subject to air drag and wind. We expect the optimal angle to change compared to no drag and/or no wind, meaning the angle under which we can throw the ball the furthest for a given launch speed.\n",
"Let us apply Newton’s law and solve the governing equations numerically. In particular, we launch a ball at the origin within the $xy$-plane at an angle $\\theta$ with the horizontal and initial speed $v_0$."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Governing Equations"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Newton's second law states that\n",
"$$\\vec{F} = m\\vec{a},$$\n",
"where $\\vec{F}$ is the force acting on the ball, $\\vec{a}$ is the acceleration, and $m$ is the mass of the ball. In this example there are two forces acting on the ball: the gravitational force\n",
"$$m\\vec{g}$$\n",
"and air drag\n",
"$$-\\frac{\\rho}{2}C_DA\\left|\\vec{v}-\\vec{V}\\right|\\left(\\vec{v}-\\vec{V}\\right),$$\n",
"where $\\rho$ is the air density, $A$ the ball’s projected area, $\\vec{v}$ the\n",
"velocity of the ball, $\\vec{V}$ the wind speed, and $C_D\\sim 0.47$ the friction coefficient."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"This equation is only accurate for objects that move fast enough to generate turbulence. In this case the drag is proportional to the square of the relative velocity. A baseball thrown at over 80 mph is a good example.\n",
"In contrast, for slow, non-turbulent motion \n",
"$$− 6 \\pi \\eta R \\left(\\vec{v} − \\vec{V} \\right)$$\n",
"is a good model to describe the drag, where $\\eta$ is the air’s viscosity and $R$ the ball’s radius. This is called Stokes’ law and can be found in most college-level textbooks on mechanical physics."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"In a coordinate system where $x$ points horizontally along the ground and $y$ points vertically upwards, the governing equations become\n",
"$$\n",
"\\begin{align}\n",
"m\\ddot{x} &= -\\frac{\\rho}{2}C_DA\\left(\\dot{x}-V_x\\right)\\left|\\dot{\\vec{r}}-\\vec{V}\\right|,\\\\\n",
"m\\ddot{y} &= -\\frac{\\rho}{2}C_DA\\left(\\dot{y}-V_y\\right)\\left|\\dot{\\vec{r}}-\\vec{V}\\right|-mg,\n",
"\\end{align}\n",
"$$\n",
"where $V_x$ and $V_y$ are the $x$ and $y$ components of the wind velocity, and\n",
"$$\\left|\\dot{\\vec{r}}-\\vec{V}\\right| = \\left[(\\dot{x}-V_x)^2+(\\dot{y}-V_y)^2\\right]^{1/2}.$$"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"For simplicity, we assume that $V_y = 0$, i.e. the wind only blows horizontally.\n",
"The one-dimensional governing equations are two second-order ordinary differential equations which can be written as four first-order differential equations in the following way:\n",
"$$\n",
"\\begin{align}\n",
"\\dot{x} &= u,\\\\\n",
"\\dot{u} &= -\\frac{\\rho}{2m}C_DA\\left(u-V_x\\right)\\left[(u-V_x)^2+w^2\\right]^{1/2},\\\\\n",
"\\dot{y} &= w,\\\\\n",
"\\dot{w} &= -\\frac{\\rho}{2m}C_DAw\\left[(u-V_x)^2+w^2\\right]^{1/2}-g\n",
"\\end{align}\n",
"$$"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Discretization: Euler's Method"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"To solve the previous four equations numerically, we can discretize time:\n",
"$$t \\rightarrow t_n = t_0 + n\\Delta t,$$\n",
"where $\\Delta t$ is called the time step, and $n$ is the number of time steps. The derivative of $x$, for example, can then be approximated by\n",
"$$\\dot{x} \\approx \\frac{x_{n+1}-x_n}{\\Delta t}.$$"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Using Euler's method in this manner, the discretized version of the four first-order differential equations is\n",
"$$\n",
"\\begin{align}\n",
"x_{n+1} &= x_n + \\Delta t \\cdot u_n,\\\\\n",
"u_{n+1} &= u_n - \\Delta t \\frac{\\rho}{2m}C_DA\\left(u-V_x\\right)\\left[(u-V_x)^2+w^2\\right]^{1/2},\\\\\n",
"y_{n+1} &= y_n + \\Delta t \\cdot w_n, \\\\\n",
"w_{n+1} &= w_n - \\Delta t \\left[\\frac{g+\\rho}{2m}C_DAw\\left[(u-V_x)^2+w^2\\right]^{1/2}\\right],\n",
"\\end{align}\n",
"$$\n",
"where $x_n = x(t_n)$, $u_n = u(t_n)$ etc."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Initial Conditions"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We now need to decide on the initial conditions, i.e. $x_0$, $y_0$, $u_0$ and $w_0$ at $t_0 = 0$. If we assume that the throw starts at the origin, we get $x_0 = y_0 = 0$. We further assume that the throw is made with velocity $v_0$ at an angle $\\theta$, with $\\theta = 0^\\circ$ being a throw along the horizontal (positive $x$) axis and $\\theta = 90^\\circ$ being a throw straight up. This gives us $u_0 = v_0 \\cos \\theta$ and $w_0 = v_0 \\sin \\theta$."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Implementation"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"First we import the relevant packages and set options for nicer plots."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"%matplotlib inline\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"from matplotlib import rc\n",
"\n",
"newparams = {'figure.figsize': (15, 7), 'axes.grid': False,\n",
" 'lines.markersize': 10, 'lines.linewidth': 2,\n",
" 'font.size': 15, 'mathtext.fontset': 'stix',\n",
" 'font.family': 'STIXGeneral'}\n",
"plt.rcParams.update(newparams)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The following code uses Euler's method to calculate and plot the trajectory of a throw in wind."
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"def ThrowInWind(v0, theta0, windX, dt, t_max, collisionCheck, plotOn):\n",
" \"\"\" Function for simulation a throw in wind. \n",
" \n",
" Parameters:\n",
" v0 # start velocity\n",
" theta0 # throw angle (degrees)\n",
" windX # wind velocity in the x-direction\n",
" dt # length of time step\n",
" t_max # maximum simulation time\n",
" collisionCheck # Bool, only simulates until ball hits ground if True\n",
" plotOn # Bool, generates plots if True\n",
" \n",
" Returns coordinates x and y.\n",
" \"\"\"\n",
" \n",
" \n",
" # Set values:\n",
" g = 9.81 # Gravity\n",
" m = 0.1 # Mass of the ball\n",
" rad = 0.05 # Radius of the ball\n",
" cd = 0.47 # Drag coefficient\n",
" rho = 1.15 # Air density in kg/m^3\n",
" \n",
" area = np.pi*rad**2 # Projected area of the ball\n",
" k = rho*cd*area/(2*m) # Air drag\n",
" n_max = int(t_max/dt) # Number of time steps\n",
" \n",
" x = np.zeros(n_max)\n",
" u = np.zeros(n_max)\n",
" y = np.zeros(n_max)\n",
" w = np.zeros(n_max)\n",
" \n",
" theta0 = theta0*np.pi/180 # Convert throwing angle to radians\n",
" x[0] = y[0] = 0 # Define starting position\n",
" u[0] = v0*np.cos(theta0) # Initial velocity in x-direction\n",
" w[0] = v0*np.sin(theta0) # Initial velocity in y-direction\n",
" \n",
" for n in range(n_max-1):\n",
" drag = k*dt*np.sqrt((u[n]-windX)**2 + w[n]**2)\n",
" x[n+1] = x[n] + dt*u[n]\n",
" u[n+1] = u[n] - drag*(u[n]-windX)\n",
" y[n+1] = y[n] + dt*w[n]\n",
" w[n+1] = w[n] - g*dt - drag*w[n]\n",
" if collisionCheck:\n",
" if y[n+1] <= 0:\n",
" x = x[0:n+2]\n",
" y = y[0:n+2]\n",
" break\n",
" \n",
" if plotOn:\n",
" plt.plot(x,y)\n",
" plt.legend([\"Ball trajectory\"])\n",
" plt.ylabel(r\"$y$\")\n",
" plt.xlabel(r\"$x$\")\n",
" if collisionCheck:\n",
" plt.gca().set_ylim(bottom=0)\n",
" return x,y"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Optimal Launch Angle"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The following code can be used to estimate the optimal launch angle. The plot generated below is for when there is no wind."
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
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nPP300wDs2bMHPz8/7rnnHpxOJ0uWLGHZsmUd9rN161amT5/uPtbr9SQmJrJp06Y2yWVXkIqgEKLTnDz5HIeyfozdXoXZPIFx4zYSETFXksBezGAIYuTI/2Ng4i9RFC2nTr/Gvn0/xGI55enQhBBCCI/bvn07M2fO5IUXXmDLli0ATJ8+nZ07d1JWVsaSJUt48sknefnllzu8v7S0tF210Gw2c+pU1/+clYqgEKLTeHvHABoSBzxCQsIDshhMH6EoWhISHsBsnsCRI7+gofEIe/bOZVjK04SETPF0eEIIIfqKCyt53ybjrvPVwUtZ3LXTGiZMmMBrr73Gyy+/zJIlS8jMzOTaa68FwM/Pj2XLltHY2Mi//vUv7r///nb3GwwG9Hp9m3MulwuXy9WlcYMkgkKI78hmq8RwbhGRyMh5+PunYzIN9HBU/ZvL5aKlpYXm5mYsFgvNzc34+/u7h7HU1taSlZWF0+l0r2amKAoajQZFURgxYgS+vr4AVFZWYrVa8fHxwdc3hTFjPuBo7i+prPwUi7XYkx9TCCGE8DiNRkNUVBRPPvkkn332GXv27HEngl9bsGDBRef8RUdHU1fXNgGuqalh1KhRXRbz1yQRFEJcFVVVKSx6kaKiVxg96i38/JIBJAnsBk6nk5qaGmpra9usQrZq1SpKS0tpampqt1fR+PHjmTFjBtCaCH722WcX7X/w4MHuRPCLL74gOzvbfc1gMODrO4zQMDNORxixMa3nVVWlsbERX19fGQoshBCiXwoLCyM2NrbdeYfDQUpKx/smT5s2jby8PPex1WqlsLCQadOmdVmcX5NEUAhxxRyORo7mPkZFxceAQl3dAXciKDpXU1MTRUVFnD17loqKCiorK6mqqsLlcqEoCk888QRardbdtrGxEQAvLy+MRiM+Pj74+PgQGhrq7jMwMJBJkya573O5XKiqiqqquFwudxL4ddvIyEiam5tpbGzEZrNRXW2jutrIoEEVADQ3nyT78MNs/XwQDkcIYWFhhIeHt/ljNMqehEIIIfqOqqoqtm7dyty5c9FqtZSXl1NeXs68efN4/vnnGTlyJBMnTkRVVV588UV+/etfu+9dunQpkydPZurUqdx7771MmjSJ6upqgoKC2Lx5M5GRkcycObPLP4MkgkKIK9LcfJKs7Ptpbs5Hp/NjWMozMk+sk1gsFk6fPo2vry9RUVEA5Ofns2bNmnZtAwICCA0NxWazuZOsefPmodfr8fX1dSd5HQkMDGTq1KmXFdP111/P9ddfD7RW/axWK42NjTQ2NrrnNBSc/DtNTUcZMTKf3KPXUlJip6SkpE0/ixYtIikpyf05vby80GhkvTIhhBC9U1FREQ899BB/+MMfuPXWW9Hr9axZswaDwcC2bdt4/PHHWbRoEfHx8fz85z9n9OjR7ns3btxIQEAAU6dOJS0tjZUrV/LYY48xYsQItm/fzoYNG9rNG+wKyjeHD/VmGRkZ6r59+zwdhhB9VlXVNnKO/AyHowGTKYn0tJfw8Rng6bB6rebmZoqKiigsLHRX/QDGjBnD9773PaD1ieOGDRuIjIwkLCyMkJAQQkJCMBgMngy9DaezmSNHHqWi8hNAS0jIz7A0j6GsrIyysjLKy8t55JFH8PPzA2DNmjXk5uYSFxdHYmIiiYmJhIWFSWIohBD9RG5uLsnJMpLoal3q66coyn5VVTMu1Y9UBIUQl8Vur+VwzkM4nY2Ehk4nJfmv6HS+l75RdGjNmjVkZbXd10ij0RAdHd1mGGdwcDC33357d4d3RbRaH9LSXuREwQqKil6msvJvxMTcydixv0aj0eF0OttUKOvr67HZbOTn55Ofnw+AyWRiwIABpKWlMWTIEE99FCGEEKLfkERQCHFZ9PpAUpL/QkNDDomJj6IoUr25HHa7nfz8fHJzc5kyZQpmsxloTXy0Wi2xsbHEx8cTHx9PTExMj6r0XQlF0TBo4H9j8kkk99hvKC7+Ny0tZ0hLfbHdMNU777yThoYGTp48SUFBASdOnKChoYGcnBzMZrM7EWxqasJqtRIcHOyJjySEEEL0aZIICiEuyulspr7hCObAMQCEhc0gLGyGh6Pq+b6udh05coSvvvoKu90OQExMDGPHjgVg4sSJTJ48GS8vL0+G2ukiI+fjbYwjO/t+goOuvegKon5+fqSnp5Oeno6qqlRVVXHixAkSExPdbbKysti0aRNhYWGkpqaSlpbmTqSFEEII8d1IIiiE6FCLrZKsrHtpajrOqJFvEBDQ9fvZ9Haqqrrnv32d/AFERUWRkpLSZqsHk8nkiRC7hTlwDJkTNqPXn0/aVNV10SqyoijuuY8XcjgceHl5UV5ezpYtW9iyZQsxMTGkpaUxbNiwNqubCiGEEOLKSCIohGjHYjnFwUN3YrGcwugdh04X4OmQeqyKigqCg4Pdm7FbrVbsdjsxMTGkpKSQnJzcL6tYFyaBjY3HOXL0UYYN+xu+pqTL7uPaa68lMzOTgoICDh8+zLFjxyguLqa4uJi8vDxuu+22rghdCCGE6BckERRCtNHQeIxDh36MzVaBn98wRgx/HYMh5NI39iM2m42cnBz27dtHaWkpd9xxh3tI4w033MDMmTP7ZfJ3MScLX6Cx8Rj79/+IEcNfJyBgxGXfq9PpGDx4MIMHD8Zms3H8+HEOHz7MyJEj3W1KSkrIy8tj5MiRBATIQwshhBDickgiKIRwq6ndS3b2fTgcDZgDx5Oe/jI6nZ+nw+oxqqqq2LdvHwcPHsRqtQKtG7fX1dW524SFhXkqvB4rJfmvuFwtVFZu5uChOxk+/B/ueadXwmAwkJaWRlpaWpvze/bsISsri61btzJ48GDGjx9PQkLCRecnCiGEEEISQSHEOQ5HE4cPP4DD0UBo6HSGpTyDVtu3FjL5Lr653UN0dDRjxoxh2LBh3bLpa2+m1XqTlvoCR3N/SVnZWg4duovh6a8QFDSxU/ofOXIkDoeD3Nxcjh8/zvHjx4mIiGD8+PGkpqai08mPOiGEEOKb5KejEAIAnc7EsJQVVFRuYcjgpSiK9tI39WEOhwNVVd1JXkBAADqdjtTUVMaMGUN0dLSHI+xdNBodw1JWoNF4cebMu2Rl30ta6ouEhEz5zn0nJCSQkJBAY2Mj+/btY+/evZw9e5b333+fyspKbrjhhk74BEIIIUTfIomgEP1cS0s5Xl6twxmDgycTHDzZwxF5ltVqZf/+/ezatYuJEycyfvx4AMaPH8/48ePx8fHxcIS9l6JoSR76ZzQaL0pK3sBmq+rU/n19fbnuuuuYOHEiOTk57N69m1Gjzq92e/bsWfz8/Pr0iq1CCCHE5ZJEUIh+rKTk/+ervCdJT3uZ4OBrPR2OR1ksFnbu3Mnu3btpaWkBID8/350ISgLYORRFw5DBvycifA6BgRld8h56vZ6RI0e2WVDG5XKxevVqampqGDNmDBMmTMDPT+a/CiGE6BxLlizBy8uLZcuWAfD222+za9cuoqOjyc7O5plnniEoKKjDe7ds2cK7775LcnIyO3fuZPny5SQkJHR5zJIICtFPFRf/h+Nf/Q6Apqa8fpsIWiwWdu3axa5du9wJYHx8PBMnTmyz75/oPIqitEkCGxuPY7WWdsow0YuxWq0EBARQXl7Ojh072LNnDxkZGUyaNEkqhEIIIb6TtWvX8t5777Fw4UIAPvnkEx599FEKCgowGAw8++yz3HHHHaxbt67dvTk5OcyfP5+8vDxCQkKIi4tjzpw5ZGVldfmiZx3v7iuE6NNOnf6nOwlMSnqCuLh7PByR5+Tn57N161ZaWlpITEzk7rvv5q677mLw4MFoNPItsqtZrWc4cHAR2YcfpKpqa5e9j4+PD4sWLeInP/kJQ4cOxeFwsGvXLp599lk+//xzbDZbl723EEKIvis/P5/8/HwyMzPd55YvX87UqVMxGAwAzJ8/n/Xr15OTk9Pu/hUrVpCenk5ISOtWXbNmzSIvL4/169d3eexSERSinzl16jXy8pcDMGTw74mJ6V+bcjscDkpKSoiPjwdg2LBhFBQUMGLECPc50X28vCIID59DcfG/yT78AMPT/7fTVhPtSFRUFLfccgtnzpzh008/JT8/n7179zJhwoQue08hhBCXJ+3faRe9tnTCUn44+IcAvPPVOzy588mLtj1852H36wVrF5Bbndthu/lJ81mWuezqggWam5t59dVXeeqpp7j77rsBsNvt7NixgxkzZrjbxcTEYDKZ2LRpE6mpqW362Lp1K9OnT3cf6/V6EhMT2bRpE7Nnz77q2C6HJIJC9CPFxW+4k8ChQ/5EdPQtHo6o+6iqSk5ODp9++ikNDQ387Gc/IzAwEI1Gw9y5cz0dXr+lKAqDk36L6rJRUvomWdmLGTHin1e1z+CViIyM5LbbbqOwsJDm5ma8vFq3SrHZbJw4cYKhQ4fKPoRCCCG+1fLly3n88cfbjCCqqqrCZrMRGBjYpm1gYCCnTp1q10dpaWm7tmazucO2nU0SQSH6EaNPPBqNkaRBS/pVElhYWMimTZsoLS0FIDQ0lObm5nbfeIVnKIrCkCFP4lLtrVtLZN3DqJH/wd8/vcvf+5uT8Xfs2MHnn39OQkICM2bMICIiostjEEII0erCSt63+eHgH7qrg5fy9vff/i4hXdTrr7/O3LlzCQ4ObnP+6+Gg39xj2OVy4XK52vVjMBguu21nk0RQiH4kOOgaMid8ipdXuKdD6RbV1dV8/PHHHD9+HGjdXmDKlCmMGDECrbZ/75PY0yiKhuShy3G5bJSVfcihrHvInLAFna57V/b09/fHaDRSWFjIK6+8wujRo5kyZYosKCOEEKKNl156icOHzyeudrsdRVF46qmnAKirq2vTvqamhri4uHb9REdHd9j2wu2PuookgkL0ceUVH6PVeLv3B+wvSSDAxo0bycvLQ6/XM3HiRDIzM91P6kTPoyhaUpL/itPZRFjojG5PAgFGjRrF0KFD2bp1K3v27GHfvn3k5OQwZcoUxowZIwsICSGEAGDv3r1tjn/84x+TkJDAsmXLmDt3Lnl5ee5rRUVFWK1Wpk2b1q6fadOmtWlrtVopLCzssG1n6zWJoKIosaqqnvZ0HEL0JpWVn5GT8wigMHbsh/iakjwdUpdSVRWbzeae73XjjTfi4+PDDTfcIHvG9RIajZ70tFc8Oj/Px8eHmTNnMnr0aD766CMKCgrYuHEjZrOZwYMHeywuIYQQvcMDDzzA4sWLsdvt6PV61q5dy8SJE0lPb53ysHTpUiZPnszUqVO59957mTRpEtXV1QQFBbF582YiIyOZOXNml8fZrYmgoijDgBeANOA0cLeqqgcu0vZx4KkLTi0E3uzyIIXoI2pr93E456eoqp242Hsw+fTtPfGqqqrYsGEDqqpy++23oygKYWFhzJs3z9OhiSt0YRLY0HCEkyefY9iwp9Fqfbo1jrCwMG6//XaOHTvG8ePHSUo6/yDF5XJJdVAIIUSHZsyYwdKlS/nFL37BoEGD2LdvH++88477+saNGwkICGDq1KmkpaWxcuVKHnvsMUaMGMH27dvZsGFDu3mDXUFRVbXL3wRAURQD8GfgT0Ad8HdguKqq13TQ1gv4J/D0uVN2IFu9RLAZGRnqvn37OjVuIXqjxsav2H/gRzgc9URFLmDo0OV9dgVEp9PpXuDD6XTi7e3N4sWLMZvNng5NfEeq6mLP3u/T2HiM4ODJpKe9gkbT9T8YL6WiooI333yTGTNmSIVQCCGuQm5uLsnJyZ4Oo9e61NdPUZT9qqpmXKqf7nycGQQ8oapqtaqqTmDdt7S9A9ACvsBBVVWzLpUECiFaWa2lHMq6C4ejntCQGxky5A99NgksKSnh1Vdf5dNPP8XpdDJ8+HAeeughSQL7CEXRkJb6PHp9EFVVWzn+1e/oCT8Kdu/eTXV1NatWrWL16tVYLBZPhySEEEJcsW4bGqqq6tlvnLoOePQizZOBdOAzoFBRlEWqqu7owvCE6BNU1UVW9k9oaTlLYMAYhg37GxpNr5kKfEU2b97M9u3bUVWVwMBAvv/97zNw4EBPhyU6mY/PAIan/y8HDi6ktPQtjMZ4EuIXezSmmTNnEhQUxJYtW8jOzqagoIA5c+ZIdVAIIUSv0u0THBRFmajG5d6eAAAgAElEQVQoykbgp8D1HbVRVfVRVVWTgWG0ziXcoChKh0sdKoryE0VR9imKsq+ioqLL4haiN1AUDYOTniAgIIP09FfRar09HVKX+Xr7h8zMTB588EFJAvuwgIARDEt5GlA4ceKvlJWt92g8Wq2WzMxMHnjgAWJjY2lsbGTVqlW8//77Uh0UQgjRa3TbHEH3GyqKBogA7gd+C0xWVfWLb2nvB2QDf1FV9eVv61vmCArRSlXVPjcc1GazUV1d7d7g2+FwUFFRQWRkpIcjExejulRczXac9TZcTXY0PnoM0b4AOOpaaPjsNGqLE9XpQnWoqA4XOFyoDheB85IwRLbu3de4vYTm7Eoqgt7nbOj/obgMpFS8hkEXgjbQi4Ab493vacmtQjFo0Zr0aEx6ND46FG3XPfN0uVzs2rWLTz/9FEVRuP/++wkJCemy9xNCiL5A5gh+N501R7Dbx4ypquoCSoGliqJMAcYCF00EVVVtOFdBDOimEIXoVVRV5au8PxAcdA0hIa1F9r6WBBYXF7NmzRqsVisPPvggJpMJnU4nSaCHuWxOnNVWdOE+7n9ztRsKaDlZj6u+BWeDHVznHzYaR4QSfMtQAFSbk6ZdZy7ed7Pd/dpRbcVWVI9/0RRahpzFWDsIR5kTB2XowoxtEsHqVcdQ7a42fWlMerSBXvhdG4PP8FAAnPU2nHUt6EKNaLyv/kehRqMhMzOTpKQkysvL3Umgqqq4XC535VoIIYToaTw9eaic1qGfl6IDjnZxLEL0SkVFr1Bc/G/OnHmXiZlb0ev7zkIpDoeDL774gm3btqGqKqGhoVgsFkwmk6dD61dcVge24gbsZ5txlDVjL2/GUWXB1diarEX+djxaU+tqno5yC/bTDe57NT46NH4GtCY9+rDz2z9o/b0InDMQxUuLotOg6BTQaVC0GhS9Bn34+ba+mVEYU0NAVQl1paPanag2J6rNhWI4X+1TnSreQ8w4mxy4muy4mu2tf5/7o9qd7raW3Cpq1+S3xuinRxfigz7UiC7UiC7MB+8kM4rm8h+ohIaGEhoa6j4+dOgQu3fv5uabb5YKoRBCiB6p2xJBRVGCgcnAB6qqOhVFCQPCgDWKoqQBi4FHgCjgFuCfqqpWKooSB8QCG7orViF6i7Ky9Zwo+B9AISXlf/pUElhRUcHq1as5c6a1apSZmcmUKVO6ZV+d/kpVVRxVVuzFDWj8DHgPDATAdrqBytdy2t+gVdAFeeNqtrsTQf8b4/GbEovWz4DWz4Ci73hYpsZLi29m1GXFpQs2ogs2tjtfV3eI4pKVJLv+gkajQ9EqBN+W0vYzuVRcjXYctVZ05vNzZjUGLfoIE/ZKC64GO7aGOmwn6wBQvLRE/W6Cu23D9hK0vnr0Ub7oQoyXrLi7XC527txJeXk5r7zyCjNmzGDUqFF9rlIvhBCid+vOimA88DzwW0VR3qR1b8B5qqraFEVJAr4HLAH8gHuBRxRF+V+gAfjRuS0nhBDn1NUd4GjuLwEYNOhXhIVO93BEnSc7O5sPP/wQh8NBYGAgN910EwkJCZ4Oq89xNdtpKazHdqoBW3EDtuJGVKsDAGN6iDsR1EeYMMT7o4/wQR/mgy7chC7EiNbf0K5q9vUcwC6P3WUjJ+dnWFtK0evNDE56osN2ikZB629A629oc95nZBg+I8NQXSrOuhYcFRbsFc04KiwoGsX9uVSni7qNJ8HROsRV46PDEOuHId4fQ5w/hlg/NF5th39qNBruvvtuNmzYQHZ2NmvXriU/P585c+ZgNLZPaIUQQghP6M7tIw7QWu3r6NpqYPW5w6PAkO6KS4jeyGI5RVb2YlwuG9HRC4mLvcfTIXUqX19fHA4Hw4cPZ9asWXh5eXk6pD7B2WBDY9Sh6FqrdNVvHcd6vKZNG42fHkOMH16J56dla/0MhD0wvFtjvRSNxsCwYc9w4OBtnD79T3xNQ4mKuvmK+1E0CjqzNzqzN96D21fUVYeK3+RY7KWN2IobcTXYsB6vcX/dzD8cjGl066LWzkYbil6DxkuHt7c3P/jBDxg4cCDr168nNzeXM2fOsGDBAqKiLq8SKoQQQnQlT88RFEJcIVV1cfjwQ9jt1QQHXcvgpN/1iSFnDQ0N+Pn5AZCYmMj999/vXiFUXB2XzUlLQR0tX9VgzavBUWEh9CdpeCW2Vvq8ksy4Wpx4JfhjiPFDH+vXWuXrJf+eAgMzGDJ4GceO/4Zjx3+LyZRIQMCoTn0PjZfWvRiNqqo4a1uwnarHVtRAS1E9hnh/d9uGLadp3HUGQ6wfXgMD8B4USHpqGrGxsbzzzjucOXOGDz74gMWLF6PRdPvuTUIIITyouLiY6OjoHvUzVhJBIXoZRdEwZMjvOVHwNKmpf+/1G8Z/PZ9qy5YtLFq0iMTERABJAq+S6nDRuL0Ua14NLSfrwHl+1U7FoMFR28LX9VW/a6LxuybaM4F2kujoW2hsOkZx8UqyDz/AmIz38fbumtVkFeV89dBneFi76y6LA1CxFdVjK6qnYctpFC8t3kPMLMy8iW2n95ORkSFJoBBC9EFLlizBy8uLZcuWAa2JX2JiInZ768Jq06ZN4+OPP+7w3i1btvDuu++SnJzMzp07Wb58ebdMiendv0EK0U8FBIxk1MiVng7jO2tubmb16tXk57eu3nj69Gl3Iiguj+pUsZ9tOj83T6vQuL0EZ70NFNDH+OI92Iz3YDOGWL8u3VPPU5IG/YamxjxqandxOOenZIx+l9Yta7tX0I+GEDh3YGsV9kRtaxW23IIluxKtr4FZc2YBrXMznY12duTuJTU1leDg4G6PVQghROdZu3Yt7733HgsXLnSf+/vf/86GDRsIDGwdhTNo0KAO783JyWH+/Pnk5eUREhJCXFwcc+bMISsrq8urh5IICtFLnDmzGq3O1GcWhSktLeXtt9+mtrYWo9HITTfdxJAhMj34cqh2F9a8GixHqrDmVuGyOIj8zTi0vq3DOv2nxaPoNHglmd2refZlGo2etLTnOXDwdgYkPOSRJNAdi7cOY0owxpTW5M5RZcF6rLrNENLmnEr2v/8lnxmOsP2LL7lpxvdJGZPuqZCFEEJ8B/n5+eTn55OZmek+V1NTw4YNGxg5ciQjR4781gd+K1asID093b3V0KxZs7jllltYv349s2fP7tLYJREUoheordtP7rFfo6p2xo5Zi59fyqVv6sEOHjzIunXrcDqdREVFsWDBAvcTM9Ex1anScqKW5kPlWI5UobacX0hZF+yNs6YFrW/rypimjP43rFavNzN2zIceTQI7ogs24jux7fBb1e4izhBOgrOcQip4e91qxn16lMyMCZhGhKELkZVFhRD9U+7Q5Itei/j97zH/aAEANW+9zdnf/e6ibZOP5bpfn/zBfKxHO96OPPCHPyTyD09eZbStI5teffVVnnrqKe6++273+T179uDn58c999yD0+lkyZIl7iGj37R161amTz//kF+v15OYmMimTZskERSiv7Naz3D48IOoqp2YmDt6fRJosVjYvHkzTqeT0aNHM2PGDNkb8DK4mu1U/jMHzk3500f7YhwWjHFYMLownx41+dxTLkwCa2v3odF44e+f5sGIOuY3MRrfcZGE5w1j25at7KzIZrf1GJVba7g+byzRD4z2dIhCCCEuw/Lly3n88cfbzf2ePn0606dPp6GhgRUrVvDkk08SERHB/fff366P0tLSdg/DzWYzp06d6tLYQRJBIXo0p9NK9uEHsNkqMZsnkDTo154O6TszGo3cfPPN1NTUMGpU567w2Fc4aq007yvDeqKO0PvSWvfC8zNgGhuB1s+AcXgo+lAfT4fZY1VX7+BQ1l14eYUzdswH6PXtt4XwNEWnwSc5mOnJPyD+aDKrV6/mBGU0WnexqD4Jf39/bCWNNHxRjGlUGF5J5nZ7NgohRF9zYSXv25h/tMBdHbyUAavf+y4hXdTrr7/O3Llzv3XYp5+fH8uWLaOxsZF//etfHSaCBoOh3QNxl8uFy+Xq9Ji/SRJBIXooVVU5duw3NDQcxts7lrTU59BoemflrKioiLNnzzJu3DgABgwYwIABAzwcVc+iOlxYjlbRtK+Mlrwad+XPdqoer4TWPf3M85I8GGHvERg4Gj/fFOobsjly5FGGD3+txw0ZvdDQlGTuDbmPN998E6dWxWBoHeLbvL8MS1YFlqwKtAEGTGMiWh8G+Mu+mkII4WkvvfQShw8fdh/b7XYUReGpp56iqqoKk8nkvrZgwQLWr1/fYT/R0dHU1dW1OdddD8slERSihyou/jdny95Hq/VhePorPbKqcTkOHDjAunXrcLlcREREEB8f7+mQehSX1UH95lM0HyjD1exoPalVMKaGYMoIxxDn/+0diHY0Gi/S0l5gz945VFV/wcnCF0gc8DNPh/WtwsLCuO+++2hpacHb2xsA0zVRaEx6mg+U4aiyUr/5FPVbTmFMDsaUGYX3QJlXK4QQnrJ37942xz/+8Y9JSEjocC6gw+EgJaXjqT3Tpk0jLy/PfWy1WiksLGTatGmdGm9Heu4jUiH6Of+AkXh7RZGc/Bd8fXvfappOp5OPPvqIDz/8EJfLxbhx44iJifF0WD2Cql6wt59eS3NWBa5mB/oIE4HfTyTqN+MIvnUo3jIc8Kp5e0cxLOUZQOHkyWepqvrC0yFdko+PD2Zz6wMfVVXZ+OUnZBmKCPuv0YTcm4oxLQRQsBypwpJd4dlghRBCXNTzzz/P9u3bgdbv5y+++CK//vX56T1Lly7l008/BeDee+9lx44dVFdXA7B582YiIyOZOXNml8cpFUEheqgA/+GMH/8JWq23p0O5YhaLhXfffZcTJ06g0Wj43ve+x+jRsgCGs8lO096zNO8vI/T+4WhNehStgvmmQWgDDOijfWXRl04UHDyJAQMe4eTJv3Hk6H8xbux6vLzabwTfE5WWlnLgwAEAqqurmT17NsGDzDjrbTTtPYtx2Pk5KZacSloK6vCdGIUuWFYcFUIIT9u2bRuPP/44ixYtIj4+np///Odtfg/auHEjAQEBTJ06lbS0NFauXMljjz3GiBEj2L59Oxs2bOiWhfSUC59M93YZGRnqvn37PB2GEFfN5XJQW7uHoKDMSzfuoaqrq3njjTeoqqrCx8eHBQsWkJCQ4OmwPMp2ponGL0tozqoAR+vk78C5A/GdEOXhyPo+VXVy8NCPaWg4Qnray5jNYz0d0mU7evQoq1evxuFwkJiYyIIFC9zDRi9U9vxB7MWNoIBxWDC+k2LwipchxUKInis3N5fk5ItvFSG+3aW+foqi7FdVNeNS/UhFUIgepODkMxQVvUzigF8wYMBDng7nquh0OlpaWggLC+PWW291D3Xrj6wnamnYWkzLVzXuc95DzK3zu5L679elOymKlmEpT6Oqdry9e1finZKSgr+/P6tWraKgoIDXX3+dRYsWERAQ0Kad+QdJ7gcNlpwqLDlVGOL88Ls2Bu+UYBleLIQQokNSERSih6io+ITsw/ejKFpGjliJ2TzO0yFdtfLycgICAvDy6t+rG1a8mk1LQR2KXtO64mNmFHrZLNzjXK4WNJre82/zwiq7v78/d955Z4fLlTvrW2jccYbG3WdQLa0LD5l/kIRpbER3hyyEEN9KKoLfjVQEhehDmpsLOZr73wAMTPxlr0oCVVVlx44dOBwOJk+eDLSugNjfqA4XTfvLMMT5Y4hsXTLab2ocXgPrMY2PRGvqnVt/9CWq6uLUqX9QUvomYzLWoNf3jlU3g4KCuOeee3jzzTdxOBxtliS/kNbfi4AZCfhdH0vz3rM07S/DOCLUfd1+tgldqBFFK+vECSGEkERQCI9zOls4nPMQDkcDoSE3Ehd3n6dDumwul4uNGze6l1BOTk7ud0mg6nDRtPcsDZ+dxllvw5geQvDC1qd03gMDZYn/HkRVnZRXfIzFcorcY0tIS32x1yzO4+Pjw+23347dbu9wnuCFNAYtvhOjMWVGuT+fq8VJxavZKN46/K6LwTQ6XBJCIYTo5+SngBAelpe/nMbGXIzGOFJS/qfX/GJqs9l466232Lt3L1qtlptvvrlfJYGqw0XjzlLO/nUvtR+cwFlvQx9hwpga4unQxEVoNHpSh/0NrdaXiopNlJS84emQrojBYHBXA10uFx988EGbzYy/6cLvJc4aKxofPc5qK7Wr8zm7Yj/NB8tRXX1neogQQogrIxVBITzIbq+nquozFEVP6rC/o9P5eTqky9LU1MSqVasoKSnB29ubW2+9tV9tFG89UUvNW8dx1tsA0EeY8L8hThbm6AWMxliSk/9MTs7PyMv/E4Hmcfiakjwd1hXLy8vj4MGDHDx4EIvFwtix374aqj7CRPijo7EcrqB+8ykcFRaq3zqO7vPTBExPwDs5qNc8hBJCCNE5pCIohAfp9f6MHbOW9LSX8PdP83Q4l6W2tpbXX3+dkpISAgMDueeee/pVEgigC/TC2WhHH2Ei+LZkwh4eiTE1RJLAXiI8bBaRkT/E5bJx5MijuFw2T4d0xQYPHswNN9wAwIYNG/j888+51OJvikbBZ3gY4T8fjfnmJLSBXjjKmqn/pAikMCiEEP2OVASF8ABVVd1P3/X6AEJCpng4osun0WhwOByEh4dz22234efXO6qYV0tVVaxHq7EcrsC8YAiKRkEXbCTsweHoo3wl+eulBic9QW3Nbhobj3Ky8HkGJj7q6ZCuiKIoXHPNNfj4+LB27Vo+//xzHA4HU6dOvWRlT9EqmDIi8BkRRuPuM+jDfNz/jp31NlwWO/rwjhekEUII0XdIIiiEBxQUrMDpsjJo4H/3qmXsAffy9UajEaOxb2+F0FJYR93GQmxF9QAYU0PccwANMX07Ae7rdDpfUlL+hxMFTxMV+UNPh3PVRo0ahcFg4L333uPLL7/E4XAwffr0yxrmqeg0+E2MbnOu7qOTNB8qxzQ2Ev8b4tD6GroqdCGEEB4miaAQ3ay6ejuFRS8DCuFhswkIGOHpkC6poKCA06dPu7eHCAoK8nBEXcte1kTdR4VYc6sB0Jj0+E+Nw3to3/7c/U1gYAajRr7R6+fGpaamotVqeeeddzh9+jR2ux2D4coTONWlonhpQYWmXWdoPliO//Vx+E6MQtHJTBIhhLgUVVUpKSkhJibG06FcFkkEhehGLbZKjhx9FFBJHPBIr0gCjx49ynvvvYfT6SQyMpLBgwd7OqQuVbfxJA1fFIMKikGD37Ux+E6KRuMl3y77oq+TQFVVqa7ZTnDQNR6O6OokJydz++23ExERcVVJILTOITTPHYTv+Ehq15+k5asa6jaepHH3GQJmDsCYGtzrk2YhhOhsDzzwAC+//LL7eMeOHcTExPD222+za9cuoqOjyc7O5plnnrnog/QtW7bw7rvvkpyczM6dO1m+fDkJCQldHrv8ZiNEN1FVF0eP/hKbrRJz4HgSEh70dEiXdODAAdauXYuqqowbN45BgwZ5OqQup/HRgwKmcZH4T41D6ydD4/o6VVU5fPgBKio/IS31BcLCZng6pKsyYMAA92uXy8WBAwcYOXIkWq32ivrRh5sIvTsV6/FqatefxFHeTPWqXMJ/PkrmDgohxAXKy8ux2Wzu/ZR9fHxISUnhk08+4dFHH6WgoACDwcCzzz7LHXfcwbp169r1kZOTw/z588nLyyMkJIS4uDjmzJlDVlZWlz98k7EeQnST4uKVVFdvQ683M2zY0yjKlf1y1t327NnDhx9+iKqqXHfddcyYMQONpu99y7Acr6b5ULn72HdiFOGPjMJ80yBJAvsJRVEwB2UCcOz4E7S0lF/ijp7vo48+Yt26daxevRqn03lVfXgPCSL8kVEEzh2I77UxbZJA1eHqrFCFEKLXevbZZ/H29sbpdJKRkUFKSgoAy5cvZ+rUqe4RGvPnz2f9+vXk5OS062PFihWkp6cTEtK6BsGsWbPIy8tj/fr1XR6/VASF6AaNTXnkn/gLAEOH/Akvr3APR/Ttdu7cyccffwzA9OnTmTBhgocj6nz2imbq1hVgPV6D4q3DK8mM1qRH0Wmk6tHPuJxOIsNvobJiC9U12zh2/AlSU15EdbUmOxqtFs0VVtU8LS0tjaysLI4cOYJGo2HevHlX9SBH0Sr4Tohqc876VQ01q/MI/H5i696ZMlxUCNFJXrh/y0WvXbdoCMMmtS5wdWRbCZ+/cfyibX/68vXu128v30vFqYYO26VcE8WU24ZeZbRw8uRJdu/ezYsvvkh6ejpvvfUWAwcOZMeOHcyYcX50SUxMDCaTiU2bNpGamtqmj61btzJ9+nT3sV6vJzExkU2bNjF79uyrju1ySCIoRDcw6IMJDp6MThdAWNj0S9/gQTabjT179gCtT6UutVF1b6PandR/dpqGrcXgbF0cw//6WDRevesXfXFefWU5deVlNNfVYm1spKW5CWtTIy1NjfiHhDFu3gIAbJZm/rPk59htNpw2Gw67HYetxZ3wTfvpXeh0h6is/JQ9m3/Pjn8edL+HotGg1evR6Q0YjD7c9/xr7mubX3sJS30dXj4+eJl88fIx4WUyYfT1IyQugZDY7t9nMzY2lttuu42VK1dy+PBhtFotc+bM6ZSqftPeszhrW6hamYv3EDOBcwehC/LuhKiFEKJ3WbVqFQC7du3ivvvuY8aMGWzduhWbzUZgYGCbtoGBgZw6dapdH6Wlpe3ams3mDtt2NkkEhegGBkMQaakvoqp2T4dySQaDgTvvvJNTp06Rnp7u6XA6leVYNbUfnsBZbQXAJyOcgBkJskR+D2WzNFNXUU59RRl15WXUV5RRX1lBU00N33v4v/EPDQNg26p/c2z71g77iEwa4k4ENTo9NWdK2zdSFDQaLTpNMEmJT5B77HEs+vfx8o/H0azD6XSiulw4WlpwtLTg+sZQy8Ks/dSVne3w/UfNmsuUO+8D4Ezecdb+7SlMgWZ8zcEEhIXhHxKGf2g4/qFhBMfEotXpr/bL1U5sbCyLFi3iP//5D4cOHUKj0TB79uzvnAwG3TKUpoRS6jYVYT1eQ9kz+/GfltC6uqjsqymE+A4urOR9m2GTot3VwUtZ8Osx3yWkyzJ+/Hg2btxIamoq27dvB1orexdyuVy4XO2H1RsMhstu29kkERSiCzU3F+LtHY1Go0dRFBSlZyYcqqpSUFDAwIEDgdanVt98OtXbqS6V+o8LcVZb0Uf4EHjTILwSAjwdVr/nsNmoOVNCdWkx3r5+xKe1rqR7Nv8r3vjNxTd5b6iqdCeCIbHxRA1JwRQQiLevL14mX7zPVea+bgOg1em465lX0BlaK3s6gwGt3oBGq22zemh5+Xqqqr9g+mOZJCX9GlVVcTmdOB12HDZbu0Rw2k8eprm+lpamJlqaz/1pasRSX0/EwCR3u8bqKhoqK2iorOjwM933/OvueLM+2UBzfR1BUbEERcdgjohCdxWrgcbHx7Nw4ULeeOMNDhw4QHBwMBMnTrzifi6kaBV8J0ZjTA+ldl0BlqwK6tYX0JxVTvDCZKkOCiH6pZiYGDIzM9FqtRiNRurq6tpcr6mpIS4urt190dHRHbYdNWpUl8YLkggK0WUcjgYOHrwdvSGI4en/wMsr1NMhdUhVVTZt2sTOnTu5/vrrufbaaz0dUqdRnS5UmwuNUYeiUQicNwhbYX1r5ULb9xa+6Q1OHtzH6aOHqTxdRHVpMXXlZaCqAAzMGO9OBP1CQtHpDfiHhuEfFk5A6LnKWUgovuZgQuIS3H2Om7fAXfX7NoqiEBT17U+QFUVh6NA/cebsGuLjfuI+p9Xp0Op0GLyN7e6JS728yvmAUWO497l/0FhTQ2N1ZWuVs7KC+ooyGior8A0KdrfN+XwzZ/O/ujAwAkLDCI6JI2ncRFKvu+Gy3hNaVxO99dZb2bZtG6NHj77s+y5F62cg+NahWEaEUvt+Ps66FjRG+bVCCNF/ORwOUlJSuPHGG8nLy3OfLyoqwmq1Mm3atHb3TJs2rU1bq9VKYWFhh207m3zHFqKLHD++DGtLKQZDCHp9z6yuqarKJ598ws6dO9FoNO4Vq/oCW0kjNe99hS7Uh+BbWyeCe8X54xXn7+HI+j6nw05F4UnKTp6gvPAEExfchk9A6/+BI1s/5fjObe62ikZDYEQUQdExxCQPc5/3CQjk4f97F8UDK9V6e0cxIOGnnd6vTq8nICyCgLCIS7YdNWsuFYUFVJcWU11STG3ZGerKW4fImiPPJ7MVRSfZ/NpLhCUMIGzAQKKShhIUFdPu6zZw4EASExPbVD6BTlnoxZgcjNeAAByVFnciqNpd2M40yv83IUSflZOTw+bNm7nvvvswmUzs37+fkJAQ0tLSeOCBB1i8eDF2ux29Xs/atWuZOHGie8rN0qVLmTx5MlOnTuXee+9l0qRJVFdXExQUxObNm4mMjGTmzJld/hkkERSiC5SVreds2ftoNN7/j737Do+qTB8+/j3Tk0kmvfdGCiQECL33pqigiIpYsO+q237uuruvq+7qVt1VV1ddC+JaAEVFDYp06YaaAOm9kN7rlPP+MTqABAOYzKQ8n+viCnPmzDn3BDI593me575JSHgGhaL31v30FlmW2bZtG/v27UOhULB8+XLi4q68clZ/IRstNG0vpnlXCVjA0m7C0m4SIxV9yNjRQf7RNCpyMqnIyaKyIBez8ex62JixEwlPto5ExU6aimdQMN6h4XgFheDmF4BKfeHPhyRJ0A+qUXZ11XLmzCeEhNxh1+qY8ZOnEz95uu2x2WSk4UwFNSXFuPsH2Lafyc+hPOsU5VmnbNs0Ts4ExMQSEBPHuCXLUOusUzW/i99sNvPpp5/i6enZazMAFDoVmmBX2+Om7cU07yzBZWoQbnPDkdRiBF4QhMGltraWZ599lpdffplbb70VNzc31qxZA8CCBQt47LHH+PnPf050dDRpaWls2LDB9trNmzfj5ubG7NmzSUxM5O233+aRRx4hOTmZvXv3ki/8gvkAACAASURBVJqaesG6wb4gfXdXcDBISUmR09LSHB2GMMR1dtVw8OACjMZ6Yoc9SXDwLY4OqVs7duxg165dSJLEDTfcYOt9M5B1FjVR/0E2pup2kMBlYiCG+eGiImgvki0WakuLaW1oICzJOo2zvbmJl+66+bz9PAOD8YuKwTc8kphxk3Dz7d8tU7pjsZg4cHAe7e1FDE/4J/7+Sxwd0gU6Wlo4k59DVUEelfm5VORk0VxrXYOo1ur46Zp1KBTW//+HP/8YvYcnGDx5/4MPAFi8eDFjx/Z+IYXGr4po3l4MMqj8nPFcHosmyKXXzyMIwsB0+vRp4uPjHR3GgNXT90+SpMOyLKf0dBy73iKXJGk48CKQCJQAd8qyfKSb/ZyAvwAFQBhQLMvyP+0ZqyBcCVmWycr6fxiN9Xh6TCYo6OaeX+QABw8etCWBy5YtG/BJoCzLNH6WT8u+cuuFp48THstiRDGYXiDLMrWlxZScSqf0ZDolp9Jpb27C4ONna6Hg5Gpg+Iw5GLx9CIiJIyA6Fp3LwL/oVyhUhIXdS2bmb8nO+SOenlPQaDwdHdZ5dC4uhCeNIjxplG1bc10NFTlZtDU22pJAk9HInvfWYjJ2AeAZPow6JwOff/45ksVMyvgJvRqX29wwdLEe1K/PxlTZRtWLxzDMDsV1RgiS0vEjvYIgCIIdE0HJWi7xTmAp0Ag8/+2fKd3s/ipQKcvyvyTrXJbDkiSVyLL8gb3iFYQrUVe3h+rqLSiVLsTH/6XfNlqOi4vj0KFDTJ8+/YLGpgORJEnIFhkkcJ0RgmFWqJiK1gsy9+5i+5pXaW86v5qZi4cnQbHxmLq6bJUsF9z/M0eE2OcCA5ZTeWYT9Q0HyMl9muEJ/3B0SD1y9fTGdfz5630tJiMTlq2g5FQ6ZVmnMBZmo/Hyp8s3mM9SU2mqKGPWtct6NQ5tqAHfh0bR9EUhLfvKafqqiPbTtfjcOQKFc/+bLi8IgjDU2HNE0BP4vSzL7QCSJH0GjPz+TpIkRQC3ALMBZFmWJUnaCPwGEImg0K95ek4mdtgTKJVO6HSBjg7notzc3Lj//vtRqQbuujlLlxlzYydqH2cA3BaEox/rjyZw4I9E2ZvFbKY8J5PCY0fwCYsgdqL1/pze3YP2pkb0Hp6EJCQSMjyRkIRE3P0D++1Njt5mrSL6Jw4eWsSZMx8R4H8dnp4/rv2CI2icnG3VVc0mI2fycik9lc6hExnUomBv+ikik8cQHh7O/g/eo6a4kPBRY4hITsHF48pHQRUaJe5LotAleFK/IQeliwZJrNcVBEHoF+z2aSzL8ve77c4AumsSNRWQgFPnbMsCxkiS5CnLcl3fRCgIP54kKQgOXunoMLp16NAhWlpamDlzJpIkDegksKukmbr1WchmGb+HR6HQqlBoVSIJvAydba3kH00j95sDFB0/QmdbKwARo1JsiWBgbDy3P/sfaxXKIZL4dcfZOYKI8IfIy/8HmZm/Z/z4VJTKC9tIDBRKlZqg2HiCYuMZd+0NfPLJJxw7dozdu3cTFhZG1v6vqS0tJvugtSlyQHQsUWMnEDNuIp6BwVd0Tl20B34/H41sstj+L5kaOpFUEkqX/tlfVRAEYbCz+5WgJEmTgd9jTfjqgUPf2+W7YZSGc7bVf/s1FBCJoNDv1NbtwdkpHCenK7tI6mvHjx8nNTUVgJiYGEJCQhwc0ZWRzRaatpfQvKMYLKDydcLSbEShHbhJrSPsef9tvtn0IRazybbNIzCYiOQxRI4+WzhEqVLjFTQw/6/0ttDQuzhTuYnW1mxq63bj6zPf0SH1CkmSWLJkCV5eXowbNw5Jkrj2kccoPHaYgmNpFKcfpyI3i4rcLPa89xbjr7uRKStuvaJzKXRnf05ls4W6d09jqu/E88ZYdNH9s8WOIAjCYOaIq6f9wGrgPuDPkiTtk2V59znPd3371XjONsX3vtpIknQPcA9AaGho70crCD3o7KwkI+MhZNnI2JRP0OsjHR3SeTIzM/n4448BmDt37oBNAo1VbdStz8JY2gKAy+RA3BaEI6lFRdAf0lhVSdb+rwlLTMYvMhoAVy8vZIuF4IQRRKdMJCplPO5+Pfe2G8oUCjUJ8X/DYunE3b3HQmwDikKhYOrUqbbHBh9f4qbPJnn+YowdHRSeOELuof3kHTlEUOzZKnX5R76h5FQ6cZOm4RsRdVmjxpYOMygkLM1d1Lyejuv0EAxzQ5GUYm2vIAiCvdg9EZRl2QKUA49JkjQTGAecmwiWffvVjbMjgR7ffi3p5nivYi0uQ0pKyuDphSEMCLIsk5n5e0ymRry8puPsHOHokM5TUFDAhg0bkGWZqVOnMnnywFvbBND6zRnqP8kDkwWlmxaP5cPQRYkRhItpqasl+8AeMvftpiInC4C2xdfaEsG4yTOIGT8ZZ4Ooqno5DIZER4fQ50wmEx9//DH19fXcdtttaHQ6YsZNImbcJMwm03nJ3oltX5CXdpC0TzfiERBE7KRpxE2edkmjyEq9Gp+7k2jeUUzTNmvPwc68BjxXxKLyGrjTbgVBEAYSR8+nquLC5G47YAZiODttNA44KstytR1jE4QenTnzETW121GpXImLe7pfraMqLS3lvffew2w2M3bsWGbNmuXokK6YpFOCyYLzaF/cl0SdN8VMOOv0np2kb/uSktMZ8G2PWJVWS9SY8baG7gBaZ2dHhTho1NXtpbOrmgD/ax0dSq/q6OigpKSExsZGPvzwQ5YvX45SaR11V35vXfG4a67H1cubrP17qK8o48CH73Hgw/fwCY8kZfG1JEz74c8cSSlhmBOGNtqduvey6CpppvL5o3hcH4Nzok+fvUdBEATByp7tI7yA6cAnsiybJUnyBXyBjyRJSgTuBR6WZblakqQPgOs4mwheDbxkr1gF4VJ0dtWQnfMnAGJifo9O23+m1smyTGpqKl1dXSQmJrJw4cJ+laReCnNTF0qDtYiEc6IPqp/q0AS7Ojiq/sVsMiLLoFJbS/GXZZ2m5FQ6SrWaiOQU4iZPI3LUWNQ6nYMjHVyam09x9NgqlEpnPNzH9esKwZfLxcWFlStX8sYbb5CVlUVqaipXXXVVt58fgcPiCRwWz8zb7qH45Aky9+4i99B+qgvzaW08u8y/q70NpVqNUtV9ywhtuBt+D4+ifmMO7Rm1mOs6+uz9CYIgCGdJsmyf2ZSSJI0GPgMqgfewrgF8W5blGkmSlgLPAEmyLDdLkuQKPAtkA35YC8T8We4h2JSUFDktLa0v34Yg2GRkPExl1Wd4ek4leeSb/S7RampqYt++fcydO9d2R38gkM0yTduKaN5dhu99SSL560ZVYT4nd23j9Nc7mLbyTkbMmANAdVEBVYX5RI+dgNZZ7+AoB7f09J9SVb0ZH595JCX+x9Hh9Lri4mLWrl2LyWRi1qxZTJs27ZJeZzIaKTiWRtCweJzdrNO3965/h+NbPid+ygyGz5iDb3j366hlWabjdB26eE/b56lskZEU/euzVRCEH+/06dPEx8f3vOMAI8syZWVlBAdfWDywtLSUoKCgXrle7On7J0nSYVmWe1zQbs/2EUc4WxH0+89tBDae87gZuNtOoQnCZWtrK6Sq+gsUCifiYv/Yb5JAo9GI+tvRIYPBwIIFCxwc0eUx1XdQ934WXUVNIEFXcbNIBL/V1tRI5p6dZOzaRnVhvm176akMWyLoExaBT1j/Wqc6WMUM+z21dbuprt5CTe1OvL1mODqkXhUaGsqyZctYt24d27dvx2AwkJyc3OPrVGo1MWMnnretqiCX9uYmjmzexJHNm/CNiGLk3EXET55+3mi1JEk4JXjZHpvqO6h5I8PahzDGA0EQhP7o/vvv5+WXX7Y93rdvH8HBwZSWlhIZGYnRaK1/OW/ePL788stuj7F9+3Y++OAD4uPj2b9/P08//TTh4eF9HrtYaCMIV8DZOZxxYzfR2pqLk1P/qMLZ2dnJmjVriIqKYvbs2f0mOb1Ubek11H+Yg9xhQmnQ4HFjrCgI862969/hm082YDZZ2z3oXFyJmzyd4dNn2wrACPal0/oTEfEQubl/Jjv7CTzGTUSp1Do6rF4VHx/PokWLSE1N5ciRIyQlJaFQXH5Vz2sfeYyqgjwydn5F5p5dVBXk8dWrL7D7f28wY9VdjJg5t9vXtewrx1TdTs0bGRhmh+I6K1SMDgqC0K9UVVXR1dXFN998A4CzszMJCQkAPP/886SmpuLubr2WiY7u/vd1RkYGy5YtIycnB29vb0JDQ1myZAnHjx/v82s5kQgKwhVycYnFxSXW0WEA1kp/69evp6Kigo6ODiZPnoyT08CovCebLDSmFtCyrxwAXbwnHtcPQ6nvfj3RUNDZ1orZZLJV9XTx8MRsNhMxKoURM+cSOXqcbV2g4DghwbdRUfEBra05FBW/QmTEQ44OqdeNGzcOnU5HfHz8FSWBYB3p84uMxi8ymukrV5N9YA/HvkqlIjsTFy9v236tDfXoXFxtRWncFkYgaZQ0by+maWsxncXNeK2IReEs/u8LgtA/PPfcc+h0OsxmM+PHj7dtr6+vJzU1lVGjRjFq1Ci8vLwueoxnnnmGpKQkvL2tn4eLFi1ixYoVfP7551x11VV9Gr9IBAXhMjQ2HqWjswJfn/5TfEWWZTZt2kReXh7Ozs7ceuutAyYJBGtRmNbDlaCUcFsUgcukwH7zvbW3yvxcjm1JJXPfLkbOWciMVXcBkDB1JhHJYzD4+Do4QuFcCoWa2GFPcuToTVSUbyA87F4UisE1KgiQlJRk+7vFYsFoNKLVXtn7VGk0JEybRcK0WVQXFeAdEmZ7butrL1KRm03yvMWMnLsQJ1cDbnPD0IYZqHs/k87seipfPIb3rQmo/cUaWEEYjJ658eKJz9y7f0rSHOuSlxNbv+Cr//77ovv+ct1ntr+//ZuHqSrI63a/xNnzmXfPg1cYrbVN18GDB3nppZdISkpi3bp1xMXFcejQIVxdXVm9ejVms5lHH32Uxx9/vNtj7Nq1i/nz59seq9VqIiMj2bJli0gEBaG/sFg6OZ35KK2tOSTE/42AgGWODgmAbdu2ceLECdRqNbfccguenp6ODumyqDx1eN4Uh8JZhTbU4Ohw7M5iNpNzaB+HUz+hIjvTtr255my3HLVOJyp/9lMeHuNIiP873t6zB2USeK6uri42btxIR0cHK1euRKX6cZcQ565nNZuMNFSeobW+jr3r3ubgR+sZPn0Woxddi+ewIHwfGkXt2lMYy1upevkEAY+kiJFBQRAc7t133wXgwIED3H333SxYsICsrCzmz5/P/PnzaW5u5plnnuHJJ5/E39+f++6774JjlJeX26aPfsfDw4Pi4uI+j18kgoJwiQqLXqW1NQcnp3B8fRc7OhwADh48yJ49e5AkieXLlxMUFOTokHokW2Satxej0KtxmWitH+UUN7CS196Sd/gQ217/D8211qRPq9czYsYckuYsxDPwwopjQv8UELDU0SHYRUdHB6WlpbS0tPDZZ59xzTXX9NrovVKlZtXfXqA4/TiHP/+IgmOHOf7VZo5/tZnIMeOYvnI1PveNpP7DHDQhriIJFIRB6tyRvB+SNGeBbXSwJ7f+5bkfE9IlmTBhAps3b2bEiBHs2LHDVqzP1dWVxx9/nJaWFtasWdNtIqjRaGyF/r5jsViwWCx9HveVTfgXhCGmpTWHwsIXAYiPexql0vGjMyaTiUOHrK02lyxZQkxMjIMj6pm51UjNmpM0bS2m4fN8zE1djg7J7r4r+ALg5GqgubYaj8Bg5tz1APe+9BYzVt0tksABymzupKj4v5jNbY4OpU8YDAZuuukmVCoVx44dY+/evb16fEmSCEtKZumjT3D7My+ROGseSrWawmOHUWu1KDRKPFfE4jL5bAHyrtJmLJ2mHziqIAiCfQQHBzNp0iQaGxsveG758uXdbgcICgq64Ln6+npCQ0P7JM5ziRFBQeiBLFvIzPw9smwkMPBGPDzG9/wiO1CpVNx5553k5ORcUll3R+sqbab2f6cxN3SicFbhuSLO1jB+KCjLPMU3n36I2Whk2W+fBCBwWBw3/uEvBMUlIF1hIQ6h/zh56hdUV3+B0dhAdNT/OTqcPhEUFMTSpUtZv349W7duxdPT01Yhrzd5BYcy796HmLJiFaWZJ3H9rqiMLPPxP/5EdMoEhg2fSM3rGSgNGrxvTUDlPXDWRguCMDiZTKZuPxMvth2sbSVycnJsjzs6OigsLGTevHl9Fud3xJWHIPSgomIjjY1paDTeREf9xtHh0N7ebvu7Xq8fEElg29Eqql4+gbmhE02IK74PjUI3bPD3BZNlmfyj3/D+Hx7h/T88Ql7aQUpPZdBSX2fbJzhhhEgCB4mwUGtxn+Li12lrK3BwNH0nISGB2bNnA7Bx40YqKir67FzObu4MGz/Z9jjvyDfkHz7ElleeZ8OTv8ModWKqbKPqpWN05jf0WRyCIAjfl5GRwb/+9S9aW1sBOHz4MN7e3iQmJvLvf//bNmtClmVeeuklfvvb39pe+9hjj7Ft2zYA7rrrLvbt20ddnfXaYOvWrQQEBLBw4cI+fw/i6kMQfoAsy5SVWxcCx0T/FrXascVMWltbefXVV0lNTbXL3PHe0Px1GXXrssBkQT/OH597k1C5O35qbV+yWMxk7t3F279+iI/+8gRlmafQ6vVMWHojd7/4Bi4eQ3NN5GDn5jaKgIDrkWUjObl/dnQ4fWrKlCmMHDkSk8nU61NEf0jkqBQW/fSXeAWHUlmTzyennudMVxGWNhPVr2VYKxALgiDYQW1tLc8++yxjxozhqaeeYv/+/axZswaAr7/+mnnz5nHPPffw9NNP87Of/YwxY8bYXrt582aOHTsGQGJiIm+//TaPPPII//73v3nnnXdITU29YN1gX5BkWe7zk9hLSkqKnJaW5ugwhEHGbG7nzJlPCAy80aFtDUwmE2vXrqW4uJiAgADuuOMONJr+P7XSVNNO1cvHMcwJw2VCgKPDsYu2xgb++5M7MRm70Lt7MGbxtSTNWYjW2dnRoQl9rLOzmv0H5mA2t5A88k28vKY5OqQ+YzQaOXjwIBMmTPjRFUQvl2yxkJt2gIMfracqP4+RnjOJdRsLgOvMEAxzw0TzeUHox06fPk18fLyjwxiwevr+SZJ0WJbllJ6OI9YICkIPlEongoJWODQGWZb55JNPKC4uthVs6M9JoKmhA6WbFkmSUHk74f9/Y1FolY4Oq8+YurrI3LuLhGmzUCiVOLu5M2HZCnQurgyfPhtVP/63EnqXVutDRPhPyM37K9k5TzHeYyIKxeCscKlWq5kyZYrtsSzLdrtZJikUxIybRPTYiRQdP8KBj9YRENyKoUBP865S1PFuqP2dUWsGd0sPQRCEH0MkgoLQDYvFRHHxqwQH34pK5erocNi5cyfp6eloNBpuvvlmDIb+22+vLb2G+g1ZGOaF4zrF2s5isCaBJqORjB1fcfDj9bTU1qBQKkmYNguA8dctd3B0gqOEhNxGWfn7tLXlUlX9Bf5+Vzs6pD7X3t7Oxo0biY+PZ/To0XY7ryRJhCePIWzkaGTZQldOI+YWI+mHv+LYls8Zf92NJM6ai1I1OJNxQRCEH0MkgoLQjdLSt8jLf4aa2h2kjNng0FiOHz/Orl27kCSJ66+/Hn9/f4fGczGyLNO0tZjmbdYGqMaKVruOENiT2WTk5M5tHNi4ztYD0Ds0HGc39x5eKQwFCoWWuNg/YjQ24Ou7yNHh2EVubi45OTnk5eXh4+NDSEiIXc8vSRKSpEQX64ksyxR9foyWulrS3/mc059tI/G6BbYRe0EQBMFKJIKC8D0dHRXkF1ibj4aHPeDQWCwWC/v37wdgwYIFDBs2zKHxXIxsNFP3QQ7tx6tBArdFEbhMCRqUSWDW/j3sfucNmqqrAGuZ+0k33EzMuEmi+qdg4+k5ueedBpHExERKSko4dOgQ69at45577nHYzAVJkrjh938id9te1FuNWCxmvn7zQ9I++4ipN99O5Oixg/KzSRAE4XKJqxZB+J7snD9hNrfi4zMfb++ZDo1FoVBw2223sXjxYsaP7x/9C7/P3NxF9X/TaT9ejaRV4nXbcFynBg/aC632pkaaqqvwDAph8cOPcNvf/82wCVNEEihcVGtrPq2teY4Oo8/Nnz+f8PBwWlpaWLduHUaj0WGxSAoF0TMm4TLcD41Sx4yAFTjV6fj4b09ScvKEw+ISBEHoT8SIoCCco6Z2J9XVX6BUOjMs5vcOi8NkMqFUKpEkCScnJ8aOHeuwWHpS/2EOXcXNKN21eN8+HLW/3tEh9arCE0dpqa1hxMy5AIyYNQ8ngxsx4yeiUIhpZkOVLMtYTDLGLjNmowW9+9miJE217Zg6LciyTEPzDgrLf4XeKZmYsNdxctHgbLAWD7KYLXS2m1AqFag0ChTKgX0zQalUcsMNN/Dqq69SVlbGF198wdVXO259pKRW4rUygYZNebQeqGCS37UUO+cQMjzJtk9Haws6vYvDYhQEQXAkkQgKwrfM5k6ys58AICLiYXS6QIfEYbFYeP/99zEYDCxatMjuZdkvl/s1UTRI4LE0BqXr4KmOWZmfy+5311Ccfgy1zonIMeNwNrihUquJnTil5wMI/Z5skak/00ZbcxedrUY620x0fPu1s83IsHH+BMZY131mf3OGAx/nY+oyY+qyYOoyc273pQf+M9M2Cv7FKxlUFzcDoFBD5EIdraTx+Rv/ITj0Kmatspb8ri1vZf1T39iOoVQpUGuVqLQK1FoV81Yn4B1sLVaVk1ZJZUETOr0anYsanV6NVq9Cp1fjbNCgd+sf1TH1ej033ngjr7/+OocPHyYmJoa4uDiHxSMpJNyviUJp0NC0pYiwtmE0fVmEYX4Y9RXl/O83D5M0ZwHjl96Ik4vjC4MJgiDYU/++whQEO6qp3UZ7ezF6fQwhwbc5LI6tW7eSm5uLk5MT06ZNw929/xUg6ciuRxvjbm0P4aHD+7bhjg6p19SfKWfv+2+Ttf9rALTOesZdewNqnc7BkQmXymyy0FLfQXNtB021HbTUd9LW2ElrYxc6vYrZtyUAIAPv//EgF2un6xGgtyWCZqNMc23Hec8rlBJqrRKlSoFskZGU1kTQ4K3D1GVGUkhIkp72suW4Rr2B36iNOJmuOu8YWr3q7MiiyYLZZIFWgM7z4io+VUfmvopu4/QKcmHF/xtnfU+yzOaX03FyUePsrkXvpsXFQ4urlw6DlxNqO1TwDQwMZPHixVRVVRETE9Pn5+uJJEkYZoWiNGip35hN89elOI/yoejEEYydHRz+/GNO7t7O5OUrSZozX4z0C4IwZIhEUBC+5ee7CFWyAaXSyWF9v44fP86+fftQKBQsX7683yWBskWm8bN8WvaVY5gfhmFmqKND6jWmri52v/Mmx79KxWI2o1SrGbXgasZde4MYKeiH2lu6aKhsp6GylcaqduImBuDu5wzAvo25nNhe2u3rXDzOjpwpFBL+kW5ICgmts3V0TeusQuts/fpdEggQOcqHwBh3VBoFao0SpUaB8iJTORfck3jeY4tlDIe++ZpWcgiK3g9YRwR9Qly56xlrw3lZljEbLRg7zdY/XWbcvJ1sxxg21g8Pf2c6W410tFpHLjtajHS2GfEMPDsdu7PNRMHxmot+3+bcHk/shAAAqoqaqC5uxs3HCY8APc4GTa+t7bVnC4lLpU/xQ+GqRu40o/bTM2rB1QQOi2fX/96g5OQJtr3+Eie2bmbW7fcSnDDC0eEKgiD0OZEICsI5vDwdN+WvtLSUTZs2AbBw4UIiIiIcFkt3ZKOZ2vey6DhVC0oJlfvgGiFTqtVU5uciW2SGz5jDpBtuweDt4+iwhrRz2490tpv4el02DZVtNFS10dlqOm9fr2AXWyLo5uOEi6cWV08drl46XD106N21OLtdOIVy6f+NuaRYtE4qtE5X9itToVARHfVrjp+4i4LCfxMQsBS1+vybPJIkodIoUWmUOHVz3yEk3pOQeM8ez6VSK1h0fyKtjV20NlhHQpvrO2mqaae5ruO8tYz5R6s5/EWR7bFGp8TdX4+nvzNewS4kz+mdGz1tbW2kpaUxZcoUFA4uquQUe/730F3hw7JfPk5exjfsevt1qosKWPfEb5i+8k5Srl7qoCgFQRhoqqqqWLt2LVqtlkmTJjFmzKX9bnE0kQgKQ15Tk7WCnMGQ1MOefRlDE++//z5ms5mUlJR+VxzG3Gqk9q2TdBU3I+lUeK9KQBvp5uiwfhRZlik4moZHYBAe/oFIksTcu3+CDPiEhjs6vCGnramL2rKWc/60onNRs+ShZADUGgU5hyqxWKzzJdVaJe5+ztY/vk54BpwdFUuaGULSTPv2seuJl9cMPDwmUl+/n8LCl4iJ+W2fnEelURIxsvsbGLJF5txZsD5hrsRN8Kehqp36M610tpmoKmyiqrAJr6CziaAsy3zyz6MYvJ3wCnbBJ8QFryAXtM49z5ywWCysXbuWM2fOIEkSU6dO7Y232Ss6i5qoeT0DlZeOqNVjiXg2hbRNGzmc+jFRYyc4OjxBEAaITZs28etf/5qXX36Z6dOn27avX7+eAwcOEBQUxIkTJ/jnP/+Jp2f3N/S2b9/OBx98QHx8PPv37+fpp58mPDy8z2MXiaAwpFksJk5nPkpLSxZJiS/j4zPHIXFs27aNlpYWwsLCWLBggUNiuBhTbTs1b57EVNNurQx6x3DUfgO7MmhNSRE7175G0YmjRKVM4Nr/s1aI9RYJoF2cO9J3fFsJh78opL35wlYDWmeVbV+FUsHsO+LRG7S4+zv36jRGe5AkiZjoRykofJGgoJscE4NC4tzvWNQoX6JG+QLWf5P2ZiMNla3Un2lDqTo7ctdS30lZdgNl2Q3nHc/VS4d3sAujF4ThH9H9jSGFQsGsWbN499132b59O0FBQURGRvb6e7sSSjctSnctxjNtVL98HO+7NeZ8kwAAIABJREFUEpl4/U2MuepaNDrrtFxZlkl94R/ET51B5Kj+dYNOEATH27FjBytWrGDHjh3ntfn66quv+MUvfkF+fj4ajYbnnnuOVatW8dlnn11wjIyMDJYtW0ZOTg7e3t6EhoayZMkSjh8/3ue/5yT5YqvkB6CUlBQ5LS3N0WEIA0hp6f/Iyv4DOl0wE8Z/iVLpmOmOnZ2dbN26lRkzZqDX968kq/qNDDqz61EH6PG+YzhKQ/+oTngl2pub2Lv+HU58tRlZtqDV65m47GZGL1oyoJKKgaSzzUhlQRNVRc1UFVlHmybfEENMih8AJ78uY+c7Wah1SrwCXfAKdsE7SI9nkAtegfpLGnUS+pbZaKGyqImakhZqS5upKW2htrwVs9ECWKfXBkRZE8H0naVUFjThF2HAL8KAV5ALSpWC7du3s3v3bpydnbn33ntxc+sfMwrMLV3UvJGBsbwVpZsG79WJqH2dbc/nfLOfTf94CoCY8ZOYeds9uHp5OypcQRg0Tp8+TXx8vKPD+FHMZjPx8fFMmTKFN95447znZs6cSWhoKG+99RZgXf4TEhJCeno6I0acvwb5jjvuID8/n127dgFgNBoxGAxs2LCBq646v8DYd3r6/kmSdFiW5ZSe3oMYERSGrK6uOvLynwUgJua3DksCAbRaLYsXL3bY+X+I5/XDaPyyEPerI1HoBuZHhmyxkL5jC1+/+xYdLc1ICgXJ8xYz8fqbcTb0jwvSwUSWZb5+P5uynAbqKlrhe/cba0pabIlg1GhfQuI9cfXSDalkXJZlTKbGC9YK9kdKtYLAaHcCo8/GajFbaKhsp6a0GZ+Qs334CtNrKD5ZR9bBM7bX+oUbCIgOJSgglLKKYj744ANuv/12lErHV+dUumjwuSeJmjUn6SpsovqV43jfmYgmyPqeokaPY/qtq9m3/h1yDu6j8PhRJi9fyagFV6HoB/ELwmBT+puvL/qc+3XRuIy3FrtqOVhBw0e5F903+C9np6FXvnAUY1lLt/vpx/njsfTKqhvv3buXnJwckpOTufPOOzl48CDjxo3j+eefZ9++fefN8AoODkav17Nly5YLEsFdu3Yxf/5822O1Wk1kZCRbtmy5aCLYWwbmVZ0g9IL8gn9iMjXi6TEZH+95dj9/QUEBJ06cYNGiRajV/WvUozO/AU2EG5IkoTRo8LxhmKND+lEaqs6w7fWXsZhNhI5IYubt9+IdEubosAY82SJTW95KeU4DNaXNzFwZhyRJSJJERX4jdeWtKFQSvqGu+IYb8A0z4Bvmivs5Iy46vbUn3lDS3l7MyZO/AEnBmNHrBmQCrFAq8AzUn1exFGDCtVGEJ3pTWdBEZWETDZVtlOc0UJ7TQPjoZJpc6ykpKWHrV9sYFjiagCg3h//7K3QqvO8cQe3/TtOZXU/Nmxn4PzIWhUaJQqkk5arrGDZhCjvWvEruN/vZufa/nNq9nTl3P0BAdKxDYxcEwXGOHj2KSqXiqaeeIiYmhsbGRlJSUvjVr35FV1fXBZXf3d3dKS4uvuA45eXlF+zr4eHR7b69TSSCwpDU3HySsrL3kCQVw4Y9ZvcLscbGRjZs2EBbWxt+fn5MmNA/ChPIskzzzhKavizCdUYIbgvCHR3SFetsa0Xj5IwkSXj4BzLlplUYvH0YNmHKgLzw7g9kWaappp3SzHpKM+spy64/b23f6PlhtiRv0nXRqDQKfMJcUanFyMm51GoP2tqLMBrrqK7egq/v/J5fNED4hLjiE+JK4gzr445WIxV5jZTnNBAQ5cZw92W89dZbNNa08fnH1vUvPiGu31ZF9SAgyh2l2v6VRRUaJd6rEqj/IBunZF8UmvP/zxq8fbjmV78j7/BBtr/5ClWFeRSnHxeJoCD0snNH8n6Iy/gA2+hgT/weHPVjQrqotrY2goODbf1S3dzcWLlyJf/4xz8ALrjJb7FYsFgsFxxHo9Fc8r69TSSCwpCUl/cPQCY4eBV6fbRdz20ymVi/fj1tbW1ERkYybtw4u57/YmRZpvHzAlr2lIEESjeNo0O6IrLFQsbOrex+dw1zVj9A7ERrS5CxohT8FTGbLbZ+eZUFTXz4t8PnPa931xIUa502qDtnPV9IQs+tDoYqlcqVyIifkZX9GLl5f8XbeyYKxcD8eeuJTq8mIsmbiKTv1tX58OCDD9JcIXOksogzBY1UFzdTXdzMkS+LUGkUBMZ4sOj+xPMK1tiDpFLguSLuvG2WdhOKc9qGRI0ZT+jwkRz98jPGLL7Gtr21oR69u4fdYhUEwfECAwNpaTl/ymlYWBgWiwUnJycaGxvPe66+vp7Q0Avb8gQFBXW7rz36sYpEUBiS4uP/RmHhi0RGPGT3c2/evJmysjLc3NxYtmyZw/tqAchmmfqNObQdrgSlhOeNsTgnDbweelWF+Wz974tU5GYBkJd2wJYICpfGYpGpLGii+GQtRRm1OLtpuOonIwHwCXXFxVOLX7iB4FgPguM8cfN1EiOsVyAwcDklpW/R1pZHWdl7hITc5uiQ7MbT0xNPTwgb7kVzUyu1xW2UZTZQcrqO2rJWWhs6zksCD3ySh1+EG8FxHqg19htd7sitp/Z/p/FcHotTgpdtu1qnY9w119setzU18tavfkL4yNHMvP0enFwNdotREATHmT59OvX19VRXV+PjY71mamtrIzo6mvDwcHJycmz7FhUV0dHRwbx5Fy5Fmjdv3nn7dnR0UFhY2O2+vU0kgsKQpNX6EBv7uN3Pe+TIEQ4fPoxSqeTGG2/sFxVCZaOF2vcy6ThVi6RW4HVrArphA+vOtrGrk/0fvEfapxuRLRb0Hp5Mv3U1cZOmOTq0AaG9pYvik3UUZdRSfKr2vGbtWr0Ki9mCQqlAqVKw6qlJIvHrBQqFmuioX3Ei/X4KCl8kIOB6VCrHfx7YU0lJCRs2bGDMmDFMv97ae6u1sZPWhk7bPg2VbRzebG16r1QrCI7zIDzRm/BEL1w8+rbAV0dOA3KHmdp3TuN1UxxOI7qvFnomLxtjZyen9+ykKP0Ys+64j2ETJoufE0EY5MLDw1m8eDHvvPMOP/vZzwBrO7AHHniAsLAw7r33XoxGI2q1mk8//ZTJkyeTlGTtWf3YY48xffp0Zs+ezV133cXUqVOpq6vD09OTrVu3EhAQwMKFC/v8PYj2EcKQ0tx8Er0+FoXC/vdAKioqeO211zCbzVxzzTWMGtU3c9YvV8OmPFr2lVsbxd8xHG3YwLqbXVdeykd/eYKGygqQJJLnLWbKilVonZ17fvEQdu6Uz/Sdpex+P9v2nMHHibARXoSN8CIoxh2VHUdhhhJZlkk7fANNTUeJjPgZEREPOjoku8rLy+Ptt99GkiRuu+22bpsntzZ2cmpPOYXptVQVNp33nHeIC/PvHnFe8aHeJMsyjakFtHxdBgoJz5ticU7sfqZE/ZlytrzyPKWnMgCIHjuR2avvx8VDTJEWhO4MhvYRAHV1dTz00ENER0djNBrRaDQ89pi19sTrr7/O0aNHiY6OJi0tjb///e8EBFjXNY4dO5YVK1bwy1/+EoBPP/2UTz75hOTkZPbu3csf/vAH4uLiLnre3mofIRJBYcjo7Kph//5Z6HSBjBm9HrXavglPV1cXn376KRqNhquvvtqu5/4h5pYu6t7NxH1JFGr/gTciYezqZO2vfopKo2HuPQ8SOOziH5xDmSzLVBU1U3Csmvxj1USM9Gbiddb1sU017ex8N4uw4dbkz91PJNH2Ul9/kOMn7iEy8meEhtzh6HDsbuvWrezZswdXV1fuu+++H5wl0drYSVFGLYUnaig5XQfA6mem2ooR5aRV4u7rjHeIS6+NxsmyTNOXhTTvLAUF1mnzI32739di4cS2L9j9zpt0tbej1euZf9/DxIyb1CuxCMJgMlgSQUcRfQQF4TLl5z+L2dyKk1Oo3ZNAsFaFWrp0qV2qQPXE3NKFwlmNpJBsfbQGClmWydq3m4hRKWid9ag1Wpb99klcvX1QqsRH2rksFpny7Hryj9VQcLyalvqzU+7Uugbb3w3eTix5KNkRIQ55Hh7jmTJ5DyqVq6NDcYiZM2dSVFRESUkJH330ETfffPNF103r3bQkTA4kYXIgJqOZuvJWWxJo6jKz4+1MjJ1mDN46okb7EjXaF98w1x+VFEqShGF+OCgkmreXUPd+FrIF9KMuTAYlhYKRcxcRMWosW//7bwqOH8HJZWDNsBAEYWgRV03CkNDckkl5+QYkSUV01G/seu7Tp08TFRWFRqOx9uVzcBNiU0071a+lo4v3xH1J1IBax9JUXcWWV1+g6MRRRs5dxJy7HgDA3f/SSkgPNXvW55C+s9T2WO+uJXKkNxHJPgQO6/+NzIeKoZoEAiiVSq6//npefvllcnNzOXTo0CW101GplfieM43d2GUmdrw/eceqaarp4OiWYo5uKcbgrSNmrB+J04PRu2uvKEZJknCbF46kkGjaWYKyh76HBm8frvvN41Tm5eAffbYHa01JkehfKghCvzJgEkFJkkJkWS5xdBzCwCPLMrk5TwMWgoJuRa+PtNu5c3JyWLduHX5+ftx9992oHDxiZaxqo/q/6ViauzCWtSAbLUgDYP2XLMukb/uSXf97na72dnQuruddYA11sixTXdxMzjeVBA3zIPzbUv3hSV4Un6wlarQvkck+1tERxcBJ/IcSi6WTsrL36OysJDr6144Ox67c3NxYsmQJ69at46uvviIhIQGD4fJG0pxcNEy/OZapK4ZxJq+B3CPV5B+poqmmg8Obixg2zt+WCJpNlitqTWGYE4bzKF9UXk497itJ0nmfUYUnjvLhU/+PxFnzmLHqLjROYvq1IAiOZ9erUkmSpgL/BOKBHOCXsixvu8i+vwb+cs6mm4H3+jxIYdCprd1JXf1eVCoDkXYsxtDY2MjGjRsBGD58uMOTwK6KVmpeS8fSakQb6YbXbcMvaJrcHzVVV/HlK89TnH4MgJjxk5h95/2iZxdQf6aVrANnyEmrpKmmA4CGqnZbIhgS78ktT04YUKO+Q1VHRwU5uX9Gli0EBFyPXh/l6JDsKj4+nsmTJxMaGnrZSeC5FAqJwBgPAmM8mHJDDOU5DZRn1+MZcHbt4ca/H0bjpGLYOH+iRvug0V36Z/O5SWBHbj1yh/mi1UTP1VxTjVKtJn37ForSj7PwgZ8TnDDi8t6cIAhCL7PblakkSUHA/cDdgBPwV+BjSZJiZFk+8719tcBIYOy3m4zACXvFKgweFouRnNynAYgIfxC12j7Jg9ls5oMPPqC9vZ3o6GimTHFsL7uushZqXk/H0mZCG+OO160JAyIJbK6t4a3/+4l1FNDVwOw77yN24tQhn9jkHq7i6FfF51VRdDZoiBrjy7CxfrZtQ/37NJA4O4cTGLicsrJ3yct/lqTEFx0dkt3NnTu3V4+nUEjWfpexZz/3Wxs6qSlrwWKSKc2sZ/e6bKLH+BI/KYCAKLdL/pkxVrdRs+YUWGS8Vsaf12ewO4mz5hEQE8vmfz9LVWEe6558lDGLr2XKilWo1D881VQQBKGv2HOIYj5wryzLzQCSJN0O5AIpwGff23cVoARcgK9lWTbbMU5hEJEkBaEhq6k48xHBwSvtdt5t27ZRUlKCq6sr1113nUObxneVtVD93xPIHWZ08Z543RyPpHZ8E/tL4erlTVTKBEydncxePXRHAc1mC2ajxTZy0VzbQVVhE2qdkugxvgwb509gjDsKMe1zQIsI/ykVFRuprv6CpqYTGAwDp4hTbyspKcFoNBIZ2btT+fXuWu746xTyjlSRdfAMFbmNZO6rIHNfBe5+ziy4dwRegS49Hkfl7YTLxABavi6j9p3TeK9KQBf7w60ivEPCuPmpf3Bg4zoOfrSew599RHHGcZb84re4+/n31lsUBEG4ZHZLBGVZfuN7myq+/VrYze7xQBKwAyiUJOkWWZb39WF4wiAlSUqCglYQGHij3UZHsrKy2LdvH5IkccMNNzi8abzSXYvKXYfKW4fnijikK1gbYy+yLJO+/Ut8w6Pwj4oBYP59D6FQqobk6FZ1STOZ+yvI+aaS4VODGL/EelE8bLwfencNEck+qAfAyK5wabRaP0JCbqeo6GVy8/7GqOS3h+T/++LiYt58802cnZ25//77cXHpOTG7HDq9muFTgxg+NYiGyjZO76sgc38FrY2dGM6Z+llb1oKHvzMK5YWfmZIk4bYoAswyLfvKqXn7NN63J6CL/uGbVUqVmsnLVxI5aiyfv/B32hob0Dj1vOZQEAShLzisj6AkSdOBx2RZnv0D+yQAL2NNCmNlWa7sZp97gHsAQkNDxxQVFfVRxMJAYzZ3oFTq7H7e1NRUDh06xNy5c5k8ebLdz98dS5sRSatCUvbfi8rWhnq+/M+/KDh2GK/gUG7963MoVUNvylRXh4nctCpOfl1GVVGzbXvocE+uflC0eBjsjMZG9u2fgcnUxKjktXh69o/PEHuyWCysXbuWwsJChg0bxk033dTnCbHFbKGuog3vYGvSaewys+bXe1FrFAyfFkTClED0bhdWHZVlmYaPc2k9eAZJrcD7jhFoI90u6ZydbW00Vp3BN9x6g8dsMmHq6kTrPPD6uQrC5RJ9BH+c3uoj6MihgXuBu35oB1mWTwGLgXrguovs86osyymyLKf4+Pj0fpTCgNTeXsqevZPJz38Oe9/sWLhwIbfccgsTJ06063nP1Z5VR8OmPNt7Vzir+3USmPPNft761U8oOHYYnd6FCUtvRKEcMEWNe82pPeWs+fVedvwvk6qiZrTOKhKnB3H9b1K46qcjHR2eYAdqtRthoXcDUHHmIwdH4xgKhYLrrrsOnU5HdnY2aWlpfX9OpcKWBAI013TgbNDQ2tjFoU8LWPvoPr58LYPynPrzfqdIkoT7NdE4j/FDNlqo/d8pLJ2mSzqn1tnZlgQC7NvwDmsfeYjy7NO998YEQRB+gEOutCRJ+hnwL1mWC3raV5blZkmSNgOXdotNEID8gn9iMjXQ1l5ot6lVZrMZpVKJJEnExMTY5Zzdac+so/btU2CW0YQbcE7qvzdIutrb2PHWf8nY8RUAYUmjmH//w7h69lyFbzDo6jDR2WbC1dM6cu3qqcPYaSYgyo3hUwOJGu2LSkz9HHKCg1eh0wXj57fY0aE4jJubG1dffTUbNmzgyy+/JDw8HHve7PUM1HPz4+MpzaonY1cZBcdryE2rIjetCq8gPdf+YjS6b/sJSgoJj2UxSEoJp0RvFNrLv7Qym4wUZxynqbqS9//waybdcAvjrr0ehUL8/AvCQFBVVcXatWvRarVMmjSJMWPGXLBPaWkpQUFB/WrKv91HBCVJWgl8I8vyoW8fq6SevyMq4FSfBycMCs3Npzlz5hMkSUNU5C/scs5Tp07xyiuvUF1dbZfzXUxH1tkk0GVSIE6J/Tehki0W1j3+KBk7vkKpVjPz9ntY9ugTQyIJrKtoZdd7Waz5zV6+Xpdt2x4c58FNj41n6f+NIXZCgEgChyiVygV//yVI0tD+9x8+fDjJycmYTCY+/PBDzGb71o2TJImQOE8W3pvIqqcmkrIoHCeDBoVSgdb5bLLX2thpTQaXxqCLObtGULZc+mwUpUrNiif+SsrVS5EtFvaue5sP/vh7Whvqe/U9CYLQ+zZt2sT06dMZO3YsDz74oC0JLC0tRaPRIEkSkiSxevXqiyaB27dv54EHHuCFF17g5ptvprCw0C6x27uP4K2AHqiVJCkO0GGd8rlRkqS7gYeBQGAF8KYsyzWSJIUCIUCqPWMVBq7cvL8CMsHBt+DkFNLn52toaGDTpk10dHSQl5dn17vW5+rIrqfm2yRQPzEAt6sj+9Vdp++TFApGL1rC4dRPWPTTX+IdEubokPqUxSJTlFFL+o4SSk6fvbjrbDNhMVtQKBVICgnPQLE+SDiro6Mco7EBV9cER4fiEAsXLqSwsJCGhgaqq6vx93dMdU0XDx3jl0SSsiic1oZO22drXUUr7//xEBFJ3iTPCcH/2xYUHVl1NKQW4HPnCJTdrC3sjlKlZvrKOwlLTGbzi89SciqdtY88yFUPP0LI8KFbQVYQ+rMdO3awYsUKduzYwfjx48977vnnnyc1NRV3d3cAoqOjuz1GRkYGy5YtIycnB29vb0JDQ1myZAnHjx/v8+s4uxWLkSRpKbAea1uIc/0ByACewVoUJgT4CGvC+F+gGXhNluUmepCSkiLbYy2B0H/V1e3l6LFVKJUuTJq4A43mh8t5/1hms5k1a9ZQUlJCbGwsK1ascEjy1ZFdT83ak2CS0U8IwP2aqH6ZBNaVl1FdVEDsRGtfRVmWsZjNKFWDez1gRW4DW9ecsjV9V6kVxE7wJ3FGMF5BvVsRURg86usPcPTYHbjoYxg79pN++TNtD+Xl5bi4uPyoRvN9JXN/BTveycRisl5L+UUYGDkrGLe0M3QVNaPydcbn3iSU+ssrfNXaUM/nz/2NklPphCePYelvHh+y//7C4DQYisWYzWbi4+OZMmUKb7xxfnOE+vp6pk6dyu9+9zvmzZuHl9fFe43ecccd5Ofns2vXLgCMRiMGg4ENGzZw1VVXdfua3ioWY8/2ERt7ON/Gb7+eAmL7PiJhsJFly7ejgRAedl+fJ4EAu3btsvULvOaaaxzyi1qWZZq2FlmTwPH+uC/pn0ngyV3b2Pb6f7BYzHgFh+AdEoYkSYM2CezqMNn6/rl6OdFc14mrl47EGcHETwqwrS8ShIsxGJJRq91pbjlJdc0WfH3mOzokhwgMDHR0CBcVNzGAkARPMnaVkb6rlMqCJra8fgoPDy2TXdRQ1UbNmxn43J14WWsH9e4eXP/7P/HNpg9JnD2/X36mC0JfePzxxy/63FVXXUVKijW3SUtL47PPvt+GvPvjvPLKK1RUVHS73+jRo1myZMkVxbp3715ycnJITk7mzjvv5ODBg4wbN44XXniBQ4cO4erqyurVqzGbzTz66KMXfW+7du1i/vyzn+9qtZrIyEi2bNly0USwtwzOKzBhSDKZGlEqXdBqrL24+lpBQQG7d+8GYOnSpTg7O/f5ObsjSRLetw+n5dAZXKcFI/WzpuJd7W1se/0/nPp6BwBxk6fj6jU41wHKskxZVj1HvyqmsaqdW56YgKSQcPHQsuyRMfiEuoqm78IlUyp1hIffT3b2ExTkP4eP91wkqf/2Ae1rFouF/fv3097ezpw5cxwdjo3eTcv4JZGMXhBG1v4Kjm0rob6qncJoX4bVtGEsbaH2rVN43zECSX3p/34KpZLx1y23PbaYzXzx0j8ZtfBqAqLF/XJBcLSjR4+iUql46qmniImJobGxkZSUFH73u9/x3HPPMX/+fJqbm3nmmWd48skn8ff357777rvgOOXl5bbpo9/x8PCguLi4z9+DSASFQUOt9mD0qHfo6qpCqezbBr0dHR1s3GgdxJ42bRoRERF9er7uGKvaUHk7ISkkFM5qDDP6fj3k5arMz+Xz5/9GfUU5Kq2W2Xfcx/AZcwbd3W2L2ULe0WqObimmutja+0+lVlBX0Wqb+ukX3v+mtQn9X2DAjRQVvUJLaxZVVZuHdCXR6upqtm7diizLREdHEx4e7uiQzqPWKBkxPZjhU4MozKjF3dcJV7WCqpeP05nfSPY/0gi4OxGD95X9fjq2JZXTe3aStX8P029dzagFVw26z1JB+KERwXOlpKTYRgd7cu+99/6IiC6ura2N4OBgW6V4Nzc3Vq5cyWuvvcZzzz0HgKurK48//jgtLS2sWbOm20RQo9GgVp8/S8hisWCxWPok7nMN3VuLwqAkSRJarV+fn0er1TJz5kwiIyOZPn16n5/v+zrzG6h64SgNn+ReVmU6e8rcu4v3/t+vqK8oxzs0nJVP/4sRM+cOqgsXs9HCiR0l/O+xA2x57STVxc04uaoZd3UEt/15slj/J/xoSqWW8PCfAJBf8DyybN/Kmf2Jn58fU6dOBeDjjz+ms7PTwRF1T1JIRCR54+GvR+XlhM/qREwS6Bo6+OyJA2x/+zQNlW2XfdyRcxcwasHVWMwmdqx5hc+f/zvGjo4+eAeCIFyKwMBAWlpaztsWFhZGXV3dBfsuX76cxsbGbo8TFBR0wXP19fWEhob2XrAXIRJBYcAzmZrJOPlzWlqy7HZOSZIYPXo0t956K0qlfUu8dxY3UbPmJLLRgmzqn0kggG9EFAqlipHzFnPzU8/gFdz/Rix/NAmObimmubYDN18npt8cy6qnJjF2cQQ6F7EGUOgdgQHXo9MF0daWS2XlxdfEDAXTpk3D39+fhoYGtmzZ4uhwLonaX4/zsmEUhxhoMMmc3lvBu48fYMtrGdSU/n/2zjs8qjL74587PTPpvZECCQmhd6QIEqQIiAgKiLgWFMSyq7urq79dV7dYtuiuuii79oqCrHSkw9IJnZBASEggCcmkTjKZPnN/fwwMiYIgzEwSuJ/nuc9k7n3v+547Se7c73vOe47x8h2cQ65QMvKBOUz4xW9QagI4vmMrX77wawz6Ch9aLyEhcSmGDx9OXV1di9JhJpPpotlBHQ4HWVkXz/48evRoCgoKPO8tFgvFxcWMHj3a+0Z/D0kISrR7Skr+TWXlMo6feMnnY+n1+hb/8P72btnKjVR/kItocxHQK8pdxLgNrTmrPlPC+UzE4fGJPPDGu4x66FGUqitLn97Waay1sO3rAixNdgDkChmDp6Qxbk537nlxEN1uTpBq/0l4HZlMRWrK40RGZqMLvLHXhikUCiZPnoxcLmffvn0tHp7aMtH9Yhj2eC/ueXEQWUPiUMsFCnL0fPWnPRTkVP6kvjJuGsrMP/+dsLh4qkpO8dlzT1FbXuojyyUkJC5FSkoK48eP5/PPP/fs27BhA/PmzePtt99m+/btgDt/wPz583n++ec97V544QU2bNgAwOzZs9mxY4fHk7h+/Xri4uIYN26cz69BWiMo0a6xWvWcPuNO2ZvW6Vc+Hctms7FfvOtoAAAgAElEQVRo0SLq6+u59957SU72b907u95E9ftHES0ONF0jCL8ro82IQNHlYs+yb9i+8FNGPTyPHtljAa6bpDCGKhP715SQv6sCl1NEFSBnwMSOAKT3830oskT7QxRFRJvNvVmt7le7HeRyVImJnna206cRHQ4QRfcmkyEolQgKBbKgYOSB7rqSsbFTiYu767oKrb5aYmJiuOWWW1i/fj1Lly7lscceIyDAt+vCvUVojJZBvaNIP1FLZYcgjp5qJLnbhbTyzbMN/xgRiUnc8+fXWf323xFdLkJj43xptoSExCX48MMPefLJJ3nxxRex2+306NGDRx55hOnTp/Pss88yc+ZMkpOT+cUvfuEpNA+wevVqQkJCyM7Opnv37nz66ac888wz9OrVi+3bt7Nq1aofrBv0BZIQlGjXFBfPx+WyEBV5KyEhfXw61tq1a6mqqiIiIoK4OP9+6TpqLVS9dwRXkx115zAiZmQiyNvGA6HFaGT1/Ncp2rcHAONFYuPbK3UVTexbXcKJvZWILhFBgPT+MXTqG93apkn4CNHhwGkw4KytBbkCdUd3IiinwUDNRx/hMjbhMhrdW5MRp7EJV1MTcS+9iPZc4oKqN9+kev47F+1fER1N+tYtnvfF98zEWV190baR8+YR9eQTADRt2ULpo/NAqUSm0SBoA5Brdci0WmRaLQlvvI4i0j3xUr/kv9jPliMPDb2whbhfFWGhyHQ6r31ercXgwYM5fty9HMBqtbYbIQhgrzSB3UXM6QayHurmEX52q5PPf7+LhM5h9B+fQljsj/+eNLpA7vj177DbrMhk7kgEU4MBpUqNUqPx+XVISEhAeHg4n3322Q/2f/XVVz963t69e1u8nzhxIhMnTgTg8ccf956Bl0ESghLtFrO5lLLyhYBAx45P+3Ss/Px8cnJykMvlTJ06FZVK5dPxvo+gliMPUqGI0BBxbxcERduI6q4sOsnyN17BoK9ErdMx7rFf0qnvgNY2yyvkrDrF7uWnQHQnf8i8KZa+Y1MIjWmdMiESV48oirgaGnDo9dgr9egG9Ec49z+s/+c/Me3chbOuDkd9Pa5mC/YDR4ygw7tuQSfabNS88+4lx3A0nwA5t25YUCoR1GoElcq9KZUovldUWNWhA87AQBAE9+ZyITociHY7suCgC9fgcABgS7DSONGEdoeMgH3yH4wJ0LBqFU3btl3UzubX5DQYKHvmGRRRUSijo1FERV3Yzr0X2midT5lMxowZM9BoNMhkbeN+eKUEjeyAs8FK0+4Kaj/LI/rRHihjdFQUGbAY7RTsreRkTiWdB8bS77YUQqMvfc8RZDJUGrcIdjrsLPv7n7GZTNz+q98SGhPrr0uSkJBop7TNO7yExBVw6tSbiKKd2Jg7CAzs7LNxjEYjy5YtAyA7O9vv3kAAuU5J1MPdAZC1gTVooihyZMN3bPxoAU67nejUTtz+9HOERLfvBw+XS/TU+YtOCUYmF+hyUxx9xiRfdcp3Cd8julyINhuyc14Qa1ERNe+9j72sDHvFWRyVesRm2RU7fbcG1bnQbvuZUswHD17oTBDcHrSwMBQxF8J+ZSEhRD75BHKdDllgIDJdIDKdDlmgDnlgIMpmRc8j584lct68KwrjTPnyiyu6xuBbbyUo7xilpz+juvBF5L2SyYp9B9FkxtVkQh50QTSGTL4DTbeuOOvrcdYbzr3W4zQYWlyTvaKSpi1bLzlmh/feI3DoEAAa1q3DmpeHMiHBvcXHo4yN9Qjq1qB57VZRFHE6nSjaqHBtjiAIhE5Kw9lox3KshuoPjhI1rxcduoRz7x9vImd1Mfnbz3J8VwUn9lTSZXAcAyakogv98bXWTfX1mAwG6s6W8flzv2Di08+R1K2nn65KQkKiPSKcT+xwPdCvXz8xJyentc2Q8AM2Wy3bdwxDFB0MGrgWrdY36/VEUeTLL7/kxIkTpKamMmvWLL/NPrtM9jZbJN5ht/P5c7+g+kwJPW8dx4j7HkbRig+E10rt2Sb2LD+FTC4w+qGugPt3b2qwoQu5PhLdXA/YKyuxFRZiPXUKW9EpbKdPYy8txV5WRujUKcS+8AIA5txciqdMbXGuTKtFERODIiaG2Bd+h7qje42n5fgJXMZG5GFh7i04GMHPmYB/Ci6XlR07R2K1VtC9+3yio8ZcdV/OxkZMe/bgqKrCoa8696p3v1ZVkfTJx6jP1Ugt/81zGL79tmUHgoAyPh7tTYOI/9OfPLvt5eUoYmMR/HSvNBgMLF++nNDQUCZMmOCXMb2BaHdS9d5RbCUNKGK0RM/tiSzALWQbqs3krComf1cFokskKimIu57rd9nJBaupiVVv/Y2i/XuRyeWMfGAuPW/1fcIJCYmfSl5eHl26dGltM9otl/v8BEHYJ4riZQsttv2pMwmJi6BShTNo4Frq6/f4TASCu4BxYWEhGo2GO+64w38i0Oqg6sNc7GcaEa1OQsak+GXcK0WhVDLx6eepKDxB1rBbWtucq8ZQZWLvimJO7KlAFN1F4E0NNrTBKgRBkERgKyDa7W6hd/Ik1lOniHz4YY/XqeyppzHv33/R8xy1dZ6f1SkpxL74IsrERJTxcSiiYzxJV76PJsN30QS+QCZTk5w8hxMnXqL41L+Iihx91Qlk5EFBBGVnX1Hb4NvGoYyPc3tZy8qxlZfhqKjEXlaGs+rCGkenwcDJkdkIKhWq5GRUqamo09PdW+fOqJKTvC60LRYLRUVFuFwuunbtSuo58drWEZRyIn+Whf7dQzjrLNgrm1CnhAAQHBnAyPu60Ht0EruXFtF5YKzn92w12ZErZSiUP/wc1Vodk379W7Z9+Ql7l33D+vf+RU3ZaUbMmo2sDU9wSEhItA6SR1BC4jLo9XoMBgPp6el+GU+0u6j+6CjWQgPyMDVRc3uiaAOCpGDPDooP7WfU7MfafebCxloLOStPkbfTPdsukwlkDY2n77hkAsOkJAv+xF6pp2HFCqwnjmM5fgJrYSHY7Z7jHVet9HjvKl/7C+bDh1F3TEWVkooqJdkt9hISLyn0rkecTgs7do7AZquiZ4//EBk5slXsEG02bGVl4HSiPlc3y1pYSMn997cQh83p8O8FBN58MwDmw4dxNjSiyczwJLq5WjZv3szmzZsJCwvj0Ucf9fs67mvBUWfBZXKgSgi8ovabPs/nTG4tA29PJX1ArCec/fsc3byedf9+G5fTwZi5P6fbLbd602wJiWtC8gheG5JHUOKGpa5uF6GhAxAE/3jnoqOjiY72T5ZI0SVSuzAfa6EBWZCSqNndW10Eii4XOxZ9zq4l7gxYaf0Gkdr7sveWNoulyc4XL+7CYXMhCJA5OI7+t6VIawB9iCiK2E+fxnz0KJajuSg7JBJ+zz0AOOtq0f/1ry3aK5OSUKeloe7U0bPuDyDm2Wf8andbRS7XkJz0MAUnX+ZU8dtERNzSKpMzgkrlCR09j7pTJzr/7384jUZsxSXYigqxFhRgOXEC64kC1J0veGBrP/mUhhUrAFDExKDp1g1N1ywCunVD07XrDxLr/BhDhw4lLy+PyspKNm7cyNixY71zkX5AEaaBsAvvHQbrJe/7TocLfXEDjbUW1n+Ux4F1Zxh8ZyeSuv7ws+o2YhShsXEc27qRrsOvzPMrISFxYyF5BCXaFfX1OezbP42QkH707bPQZw8/27dvR6fT0bNnT789YImiSP1/T9K0pwJBIydqTk9Uca3r5Wi+3kQQZAybeT/9Jkxudx5Bm8WBUi332L3x0zwcNhcDJqRKWUB9RNOu3TRt344l9yjmo7m4Gho8x7QDBpD8yccAuGw29K++hjojA01GZ1Rp6TeUd+9qcTpNbN8xHKfTxMABK9Bq20c4ZHOqF/wb49atWPPzcTU1tTgWOHw4HRa4s7S6zGbMBw6g6dHzR/82ysvL+c9//oMoijz44IMkJSX51H5f0LS/krolBYTflYG2Z9RF27hcIid2V7B7WRHGOisAyd0iGDI17bIlJ4x1tdRXlJPYpZvXbZeQ+ClIHsFrQ/IIStxwiKJIYdHfAQgLG+QzMVJaWsr69esRRZG4uDhiYvxTMNy4o5ymPRWgkBH5s66tLgJrSs+w9G9/ou5sGZrAIMb//BlSevRuVZt+Kk6Hi6Nby8hZVUz2fV1I6eEOP7tlZmabS8DTXnFZLFiOHsW0/wAhd0xCec573rB6NfXN6ijJIyPdnp7u3dD2vvB3JFOpiH3hd363u70jl2vp3u0tdLo0VKprC6tsLSLnPELknEcQXS5sxSVYcnOxHD2KJTcXbf8Lzy+WY8c4/eBDIJOhzshA27sXAb17E9C7N8qEBM93QXx8PEOGDGHbtm0sXbqUuXPn+qUgszdxNdnBIVK76DjyUDXq5OAftJHJBDJviiOtXzSHN5aSs7qYkqM1nMmr5d4/3kRQ+MXD2+02K0v/+kf0xacY9fA8ut8y2teXIyEh0caRhKBEu6G2dhv19XtQKEJITprtkzGsVitLlixBFEUGDx7sNxEIoOsdjfloNUHDElGnhvht3ItxtuA4i//8W2xmM5FJKUxqZzWpRJfIyX16di0tpKHaXTag6GCVRwhKIvDqcVRVYdp/APP+/ZgOHsByLM+zpk8ZH0/IhPEABI3KRh4Wek78dUcRHd3uPMltnbCwQa1tglcQZDLUHVNRd0wlZOIPs36KDiea7t2x5OVhPbfVffElAIqoKFKXfosiPByA4cOHc+LECTIzM9vl31vg0AQcNRaadp2l5pNcouf1QhFx8bB1hVJOnzHJZN4Ux+7lRTjtrhYisHk5HAC5QkFCZlcqCgtY++6bNOgrGXz3ve3yc5KQkPAOkhCUaBc09wYmJ89BoQi6zBlXx9q1a6mtrSUmJoaRI/2bgEGmVRL1SI828aUcmZRMSEwcYXEJjJ37c5Sa9pNApTS/lh1LCqk63QhAWKyWQXd0IrVn+/SatDZOgwF5iHtiwmWxUHDLSDhX3BwAQUCdmUlA716okjp4dgcOG0bgsGH+NveGxOWyU1u3nciIEa1tik/QDRxA6qKvcZnNbu/zgYOYDxzAfOAAIiLysAsL7MpnP8xtOh1BWi2OggLkGRl+K2PhDQRBIHRiJ5x1FizH66j+MJfoeT2RaS/t2dQGq7hlZiai68JSn7ITdWz54jhDpqaT3M29flAmkzPivtmExyey/v357FryFYYqPWPmPolc0b48pxISEt5BEoIS7YKq6rU0Nh5BpYqiQ+Isn4xx4sQJ9u3bh1wu58477/RLYWJzfi2W/FpCb++EIBNaVQRaTSZkMhlKjQalWsPdv3sZtU7XJoTplXJ811nWf5QHgDZExYAJqXQZHIdM3n4eBFsbe6Ue057dNO3ejWn3HlyNjaTv2I4gkyHTaND264cgEwjo3ccdnterJ/LAK8t2KOF9RFEkJ2cKjcZc+vVdREhIn9Y2yWfIAgLQ9u+Ptn9/wH3tjqoqzz3KaTBg2rMHRBHzxo3ufRERBPfpTWD/AQSNykYZH99q9l8pglwg/J5Mqt45jL2iiepPjxH1UHcExY/fx5pHOhzeVEpdhYkVbx8iuVsEQ+9OJzTavR66x6ixBEZEsOKN18j73yaMtTXc/svn0eik/2MJiZ9CU1MT8fHxNDRbAw8wbdo0Fi5cyNdff82uXbtISEjg8OHDvPHGG4Sfi174Phs3bmTx4sV06dKFnTt38vLLL5OSkuLza5CEoESbRxRdFBW9AUBKymPI5d5P7mEymVi2bBkAI0eO9EtIqLWkgdrP8xDtLlTJweh6+ycz6cWoqyjn29f+QFRyKuN//gyCIKBpJw/3okv0PACl9ooiJLqYzEFx9MzugFIt1c26EqwnT1L76WeYdu/GVlzc4pgsMBDH2bMoExIASP7ow1awUOJSCIJARMTNNBpzKS5ZQM8eC1rbJL8hCIJnTSqAPCSETuvWYdqzB9Pu3Rw/eZLdaZ3IOnaM9HXrUURHeYSg/exZZFqtx9vd1pCpFUQ80BX9vw5iL2/CXmm64vISAKMf7MrhTaXkrDrlXj+YX0uf0cn0GZuMUiWnY+/+THvxVf772kucyT3Msa2b6DNuog+vSELi+mPx4sUsWLCAgQMHeiakXnjhBcaPH8+6det4+umnKSoqQqVS8c9//pP77ruPFecyJTfn6NGjTJkyhYKCAiIjI0lKSuL222/n0KFDPp+Ml7KGSrR5XC47paWfUFm5gr59FyKTeb+cQnV1NQsXLiQgIIAHHnjA54Xj7RVN6N89jGhxoO0XQ9iU9FbzvJ0+epjlb7yCxdhIZIdk7n7xVQICfRN6602cDhdHNpdybFs5U3/TD5XGPa/1/XUxEi0RnU4submIDgfaPm7vkfnIEYrvuhsAQatF268vuoED0Q4YiCari9cLgEt4F5utmu07bsblsjJwwGoCAztf/qQbgLy8PL766iuUMhlTjU2k/d/zHuFX/uxvMCxfTkCPHuiGDSVw6FA03bq1ub91W7kRQSFDGX11E6CmBhs7/3uS/J0VAARFaBg3pztRSe57fEOVniOb1jH4rnvaVfSHRPvnesgaWlZWRsK5SVJwRyl07tyZAwcOMHHiRJKSkvj4Y3eG7NLSUjp06MCRI0fo1q1l1t4HHniAoqIitmzZAoDdbic4OJhFixYxYcIP102DlDVU4gZCJlOSlPQQHTo86LMvqsjISObMmYPFYvG5CHQYrFR/eBTR4kCTFUHY5NYTgYc3rGHD++/gcjrp2Kc/45/8NaqAtl1OQRRFio/UsH1xAQa9GYDC/Xq6DHbP9Esi8IfYK/U0bd9O07b/0bR9B06DAW3//iR/+gkAmq5dif7VLwno25eAbt0Q2lmmxRsdlSqS+Li7KS37lJLTC+ia9ffWNqlN0KVLFzIzM8nPz+dAn95kNPP+uWxWkMkwHzyI+eBBqt96G3lICLqbbyZ08h3oBg9uRcsvoIpv6QV0WRzINFf+6KYNVpH9syyyhsSzZeEJmuqsLRLKBEdFM+TumZ73jTXV1JwpIaVX32s3XkLiKtiwsdMlj2Vm/ImEhBkAlJV9Sf7x316ybfbIQs/Pe/beTmNj7kXbxcdPo0vmy1dla3MRCO7SY127dkWtVrNjx44W9UwTExPR6XSsXbv2B0Jwy5YtjBkzxvNeqVTSsWNH1q5de0kh6C0kISjRphFF0SOSfCGWnE4n8nMzwEql0uepxl0WBzUfHsVpsKFKDiZiRgaC3P/CxeVysuXTD9i/aikA/SbeybB7foZM1rZmw79PTZmRbYsKKM2vAyA0RsuQqWmeZAgSLWlYvZrq//wH67G8FvuViYmoMzI8/1+CTEbEbN9k4pXwD0lJD1FW/gWVlcvpmPo0AQEJlz/pBmDcuHEUFRWRn5/fYgY98Y03cBqNmHbvxrhtG03/24a9tJSG5ctRJSV5hKCjrg7RbG4TawuNu87SsLaYqDk9UMb8tPJCcWmh3P1cP+oqTWgC3d9zTruLI1tK6XZzAgqVHLvFwn9ffZHqM6cZ9fBj9Mgec5leJSQkmrNo0SKmTJlCTU0NNpuN0NDQFsdDQ0M5ffr0D84rLy//QduwsLCLtvU2lxWCgiAMAgKBLaIo2n1ukYTEOUTRyb79M4iMGEGHDg8il3s/c+WSJUtQKBSMHTuWgICLp+j2JobvirFXmFBEBRD5sywEZesIr/2rlrF/1VJkckW7qSe1b00xu5cWIYqg1iroPz6VbiMSkEuJYABwWa2Ydu9GEROLJsMdGugyW7Aey0MICEA3YAC6YcMIHDoEZXKyFAZ2nREQ0IGY6AlUVC7l9Jn3yOj8+9Y2qU0QEhJCdnY2q1evZtWqVaSmpqI5lwVZHhhIUHY2QdnZiKKI7VQxxk2bCBwx3HO+YckS9H/9G+ouXQi65RYCs0eiycry+/+PKIpYi+pxmRxUf3yM6Md6Idf9tIlLmVxGRDMP44H1p9m9tIgjm0sZfk8GHbqE06nfQKpOF7Pu329hbjAw4I67pHuFhF9p7sn7MRISZni8g5djQP9l12LSFSGKIsuWLeOll17C5XIB/MC54HK5PMeao1Kprritt7kSj+D7wMvAFEEQFMBKURTrfGuWhARUVq7EYNiH1VpJUtLDXu//6NGj5ObmolKpGDFihF+EYMiYFESzg+DRKT+aDtzX9Bo9njO5h+k/cQqJWd0uf0IbICI+EASB7sMTGDAh1TOrfSPjqKvDuHETxs2bMG7fgWgyETpjOnG/d4uAoJG3oPj3ArQDByJTe39trUTbIjl5DgbDAYICs1rblDZF//79OXz4MGVlZWzcuJHbbrvtB20EQfDUMmyOq8mEoNV66hdWz5+PskMHgseMJmjcOAK6dvXLNQiCQNjUzjhqLNjLjNR+nkfkQ90QrmEiLD49lIgEHTVlTSx/8xCdB8YwdOo0dKHhbPjwXbYt/ASToZ4R981uVyU4JCRag23btpGZmenx7AUEBGAwGFq0qaurIykp6QfnJiQkXLRtnz6+zwJ9WSEoiqLnLicIggy4QxAEDbBQFEXfS1WJGxJRdHKq+G0AUlMeQybz7kO/0Whk5cqVAIwePZqwZnWofMH5EDyZRkH49EyfjnUpyk/kE5mUjEoTgEKlYvKzbdtjUHmqgYoiAz2z3bXpkrtHcO8fBhEc6XvB3tZpWLWKukWLMO3ZC06nZ78mKwt1pzTPe3loKIE339waJkq0AoGBGdx00wbcX9US55HJZEycOJHFixeTkZHxk86NevIJIuY8gmnPHho3bKBxwwbsZ85Q89772EpKSHzrLQBElwsE35YAkqnkRNyXhf7tA1iLDNQvLyLsjrTLn3gJ4tNCuev5/hxaf4Y9K05xYnclJUdrGDq1D+Of/DWr336d/auXYWowMHbeL6RagxISP8KiRYuYOnWq5/2tt95KQUGB531JSQkWi4XRo38YgTV69OgWbS0WC8XFxRdt622u6NtCEAS1IAi3Aa8ATwDzgS2CIHT3pXESNy6VlSsxmQrRaDoQGzvZq32LosiKFSswm8107NiRvn19uyjeuOssdYtOIDpab94kd8sGvnrxN6x66+/uB5Y2jNloY9Nn+Sz+Sw7bFxdQdcZdGF4QhBtWBNorK3E2Nnrem48cxbRzFwgCuqFDif39C6Rt3kTqkm8Iv3fmj/Qkcb0jicCLExsby7x58+jU6dKJKC6FTK0mcNgw4l58kfTNm0n+9BPCZs4kZPKdnjZN27ZxMjubyldfw3zkCL7KyK4IURMxKwsUAk27zmLcWX5N/cnlMvqMSWbGCwNIzAzD2uRgw8d5aIKyuPO5F1FqAsjfvoUTO7d56QokJK4/XC4X3377LZMmTfLse/TRR1m5ciV2u3tV3fLlyxkyZAg9evQA3GUmNmzYAMDs2bPZsWMHtbW1AKxfv564uDjGjRvnc9uvZI3gJ8BkoBzYALwD7BBFsVQQhJsFQRgliuJ6H9spcQPh9ga6Z1l94Q08fPgw+fn5qNVqJk2a5NMZXPOxGuqXngQRAnpEEZB58UKivkIURXYu/oKdi78EICQ6BhGRtrjiw+USObatnF1LC7E2OZDJBXqN6kBI1A0q/ioqaFizhsbv1mI+cICYF35H+D33ABA65U7UGZ0JuuWWNlsHTaL1sNqqOXPmQzSaBBIT7mltc9oMzTNCNzU1odP9tIQrAIJc3qKo/XmM27bhKD9L7UcfUfvRR6hSUgieOIGQiRNRXSQU7FpQJwUTNqUzdV8dp2HDabR9opGpry33X0iUltt/3osTuysoPlJDcrcIBCGSab9/hYI9O8kcOsI7xktIXIds376d9PR0IiMjPfvGjh3LCy+8wFNPPUVaWho5OTksWrTIc3z16tWeNczdu3fn008/5ZlnnqFXr15s376dVatW+TyBIVxBHUFBENYDvxJF8eAljqcCN4mi+IUP7PtJSHUErw8qKpaSe+xpAjRJDBq01qtCsKGhgfnz52OxWLj99tt9Gn9tO9NI1b8PI9pdBI9KInhUss/GuhhOh521C97i2NaNCIKMkQ/ModeY8X614UqpPNXA1oXH0Ze4vV6JmWHcPL0zYbE//UGtPeOsr6fhu7U0rFiBKScHzt2fBbWaiNmziXri8Va2UKI9UF29iUOHZ6NWxTB48Caf1F5tr7hcLlauXMmRI0eYN2/eDzL1XS2iy4X54CEaVq+mYfVqnNXVnmPBt40j4fXXvTJOcxq3lxGQEY7Ch5ES9ZUm1n14jOEzOhOdHExDlR4ECI6M9tmYEjcG10MdwdbEn3UE/3ApEXgONfAG0OpCUOL6oLp6IwApPvAGqlQqsrKyaGxspHfv3l7tuzmOajPVH+Ui2l1o+8UQlO3dGeHLYWkysvz1lzl99DAKtZoJP3+WTn0H+NWGn8LBDafRlzQSGKZmyNR0OvWJuiEz1ZX9+hma/vc/AASVisARIwgeN5bAm29GdhXeC4kbk4iIEeh0nWlqOkFFxTLi4+9qbZPaDDKZDIvFgs1mY82aNUyfPt0r/QoyGdo+vdH26U3Ms8/QtHMXDSuW07BuPcpmHkFHVRVNu/cQNCobmebaMmEHDWlZIqR5uSVvsW9NMfriBha/to/uw8Mp2Dkfu9XC1P/7ExGJHbw6loSEhP+5rEfwsh0IghroI4riTu+YdPVIHsHrA1EUqandQnjYEK8LwfM0rx/o9b6b7FS9cwhHtRl15zB3mQg/lzjY/vVn7PpmIbrQMCY/+3tiOl59QgFfIIoiNrMD9bnMqcY6C0e3lNFnbDKqn1Asub0iOhyeB8WwGTMI6NULAMPSpRiWLiN44kSCbh2FPDDwMj1JSFyc85EVWm1HBg1cgyC07Rqh/qShoYG3334bm83GzJkzSU9P99lYLpMJ0W73hHDXfPAh+r/8BVlwMCETxhNy5xQ0Xa+tHIUoihi3lWM/ayTsrs5eFYN2m5Pdy4o4tOEMotOCaF+BzXSagKBgpvzfH4lJ/elrLiUkQPIIXive8ghes7wxPXkAACAASURBVBBsS0hCUOJSmM1mFAqFX+Kt6749SdOusyjjdETN7XHNazeuBqfDzqaP/s2ASXcRHNW2QngaasxsXXgCk8HG1Gf7IruB6gBajp/AsGQJhhUrcNbUALQo9yAh4S1cLgc7d2VjsZTSvdt8oqOl4uDN2bFjB2vXriUsLIx58+b55bsBoGHNd9S89x6Wo0c9+9SZmYTeeSfBEyeguIoM1o56K5Wv5yDaXIRM6EjQ0ITLn/QTOVtoYOMnedRVGLA3LcdlL0al1XHnb14kIUN6mJf46UhC8NrwlhC8cZ7AJNo89fU5mEynfNL3ihUrePfddzl79qxP+m9OyG2p6AbEEnF/V7+KwJLDB7GamgCQK5SMmv1YmxKBLqeLg+tP8+VLuyk5UoOhykztWVNrm+UX6r/9llNTpnJq0iRqP/4YZ00NqpQUIp94nIj7729t8ySuQ2QyBUkdHgTg9Jn3WtmatsfAgQOJjo6mrq6Obdv8lxEzeOwYUhcvInXpt4TdNwt5aCjW/HwqX36Zs889f1V9KkLVhN3VGQDDqiIshfXeNBmAuE4hTPu//vQe3QlV4CTkqnRspia++fPvOH30kNfHk5CQ8A+SEJRoE4iik7z837Br9xjq6vd6te+8vDxyc3NpaGhAc41rMq4EmUpO2J3pKEL8l6Dh4Hcr+eblF1j+xqs4HQ6/jXul6Evca0y2Lz6Jw+YirW8097w4kMjE6zP0UXQ6EW02z3vLsWNYcnORBQUROn0aKV9/RcfVq4h67DFUyf5NIiRx4xAXNxWFIgSDYT+NjbmtbU6bQi6XM368O3nWtm3bqDnnofcXmowMYp9/nrStW0j4xxvohg0j5M4LpZLMR45QNX8+dr3+ivrTdo8iaEQiuKD2i3wc9Vav26xQyRkyJY0pzwxg1CNP03V4NnarhSWvvkhNaanXx5O4/rmeohL9iTc/N7/GrAmCMAx3YpkuQAHwS1EUN1ykXQDwKnAKSAZOi6L4hj9tlfAvev1qTKZTaDQdCAnu5bV+zWazp3D8qFGjfFY43nS4CnNuDeFT0xGU/luLI4oi27/6jN3//QqA+M5dkPlo7ePVsmtpIfvXlCCKEBSu4eYZnUnpHnn5E9shtpIS6pf8F8PSpUQ++ihh0+4GIGz6DAJ69PRKgggJiStFodCR0fn3qNVxBAZmtbY5bY7k5GR69uyJKIqo1a2TWVWmUhE8dizBY8e22F/7yac0LF9O9fx3CBo1irDp09EOHPCj6/+CR6dgKzNiLain5rNjRM/piaD0/nx/bMcQYjuG0HXIz1GoNTTVi6z9oIxbHwwhMjHI6+NJXJ8olUrMZjNarba1TWl3mM1mr4Wz+00ICoKQADwKPAwEAK8B3wqCkC6KYsX3mv8bqBRF8R+C+663TxCEM6IoLvaXvRL+QxRdnCr+FwApyXO8miBm7dq1GI1GOnToQP/v1X3yFtbTDdR+fQIcLkwZYej6xPhknO/jcjpZ959/cXTTWgSZjFsfeZzut4z2y9g/BV2IGgSBXtmJDJjYEaW6bQnVa0W022ncuIn6rxbStONCzqymHTs8QlDdMRV1x9TWMlHiBiY2dtLlG93ATJo0qUV9wbZC6JQpiBYLjRs30rhmDY1r1qDq1ImwadMIuWMS8uDgH5wjyAQiZmRS+fZB7KVGDKtPEXq775K5CDJ3WaJv/rKP2vJGFr2SQ7/bEuk7Lg2Z7MbL+izx04iOjqasrIyEhAQCAgJuyEzhPxVRFDGbzZSVlRET451nTb8lixEE4UFgkSiKjefedwJOAhNFUVzRrF0qUAhki6K46dy+3wJ3XG7Ro5Qspn1SVbWOw0fmolbHMvimjV6reVVYWMinn36KXC5n7ty5REVFeaXf5jhqLejnH8RltKMbEEvo5DS/3MzsVgsr/vkXivbtQaFSM+EXbac8hNXsoPp0IwkZbu+r6BKpqzARHn/9lT+oX7wY/T//ibPKXTNM0GgIHjOGkCl3ou3XD6ENPmBK3LjYbLWoVOGtbUabxel04nK5/JY45kqwV1ZS//Ui6r/+GkdVFQARsx8i+le/uuQ5tnIj9csKCZ+WgSLM9xEIdquTHd+c5Mjm49gavyYs8SamPPsgwT6sbyhxfdDQ0IBer8dut7e2Ke0GpVJJdHQ0wReZDGqON+sIegVRFD/43q7zWTuKv7d/GCAAx5rtOw70FQQhXBTFWt9YKNEaiKLo8QYmJz3sNRFot9tZvnw5AMOHD/eJCHRZHFR/nIvLaEedFkropE5+m9E6+N1KivbtQRMYxORnXyC+c9vIvFVytIbNn+djNTmY/sIAgiMCEGTCdSMCRacTl9l8oayDIMNZVY0qrRNh06YTMun2i87US0i0Ji6XjSNHHqOufhdDBm9FqfRNiHx7pqysjKVLl5KWlsbo0W0nskIZE0PUE48TOXcOjRs3Uffll4TedaEupHHLFlw2G0EjRyKcWxagig8kak4Pv30fKdVyht+TAWI+OcvqqT29mo9/08StD80iY1Cs5OmRuCTBwcGXFTQSvqU1C3b1BzaKonj0e/vjz702T3tVd+41CZCE4HVEbe3/aGw8glIZQXz8NK/1q1AoyM7O5uDBgwwZMsRr/Z5HdIrUfJGPo9KEIiqAiJld/ForsO/4OzDoK+g99vY2UdTX0mRn26ICju9yR3lHpwTjclw/i8Dtej31ixdTv2gxQdnZxP72/wAIvm0cqqQOBPTrJz3sSLRZZDIVoujA6TRRWvYFqSmPtbZJbRK9Xk91dTW9evUiOrrtZFwGEJRKgseMJnjMBZEqiiL6v/0Na8FJlImJhM+6l5ApU5AHBnruR6Io0rTrLAHdI5EHqnxq4/CZkwgMVbD5k3exNW5ly+dy0vr9AoUf181LSEj8NFozbmkOMPsi+8+n2mvuJ5Z979WDIAiPCIKQIwhCTtW5sAmJ9oNGk0hMzO0kJz+CXO69MBJBEOjevTuzZs3ySeF44/YyrCfqkOkURN7fFVmA7+dUakrPYDEaAZDJ5Yya/VibEIFFB6v48qXdHN9VgVwpY/CdaUx5pi+hMe1/Abj58GHKfvVrTo7MpvrNt3CcPYv5wAFPxi5ZQADa/v0lESjR5klKcn/dlpZ+gsvl/YyS7Z2EhAT69euHy+VizZo17SObocNB6F13o+zQAXtpKZWvvMrJ4SOofOVVbOeyeDasP0390kJqvzqO6PL9NfUdP57Rc58EBIxVm8hZ7k7t0C4+TwmJG5BWKSgvCMIvgB2iKO65yLFpwEIgXBTFuu/tixZF8ZJqT1ojKOFwOKirq/NJKGhzRLuLuv8WoBsQizolxKdjAZTlH+Pbv/yBiA5JTPm/P6JUtU6Gu++ze3kROSuLAYhLC2HkrC7XhQA0HThA5auvYjl02L1DJiMoO5uwGdPRDhokrf2TaHeIosievRMxGvPokvkq8fF3Xf6kGwyTycSbb76JxWJh2rRp7abYteh0Yty8mdqPPsa091z5JZmMpPffQ5PVh8o3D+BqshM8KongUf4pV5O7ZQNr3vkHiCKD756JxdwbpVrOTXd0Qu6DTKYSEhItabMF5QVBuBfYe14ECoKgEFpOp28EnEB6s32ZwIEfE4ESEgBbt27lnXfewdcTAoJSRvjdGX4RgYX7drP4T7/F0mREE9i2Yuk79Y5CrVUwbFo6k5/u065FoOhyeX4WlCoshw4jCwkhYvZDpK1bS+Jbb6IbPFgSgRJeQRRFv3pJBEEgqcNDAJw+877kobkIWq2WkSNHAvDdd9+1mwQWglxOUHY2yZ9+QuqSbwiZNAlFTAwBffogD1ETPj0DgIYNp7GcqLtMb96h6/Bsxj32NIIgw9xgJX/HWQ5tOMM3f91HfaXJLzZISEhcHr96BAVBmAXogM3ndmmAycAS3GUlfi6KolMQhIXAKVEUnzt3Xg7wriiK7/1Y/5JHsP1gMByg4OTLpKb+nIjwoV7pU6/X8+677+JyuXjggQdI9nKhbkeNmYaNZwi9vRMyP5VAOPa/TayZ/waiy0WP7LFkP/Roq9YJtJkdFORU0nVYwoV9FgcqTWsuN742LMeOUfvJpziqqkh6/8ItpuG7tQQOG4pMqnF0XSOKIiaHCYPVgNFuJEYbQ4jaPcFzrOYYeyv2YrQbMdqMNNmbsDgsWJ1W5DI5r4943dPPnHVzKGkowea0YXVacYkuXKILEZHpmdN5uu/TAOyt2MuD3z3oOU8myJALchQyBXJBzufjP6djSEcAXtvzGpvPbEYtV6NRaDxbgDyA9LB05vWaB4DT5eSDox8QpAoiUBVIsCqYIFUQQcogglRBhGnCUMlVuFw2duy8Bau1gp493ycyYoSfPuX2g9PpZMGCBej1ekaOHMnNN9/c2iZdFS6bDZnKvSbQaTBQ8tCrqNJuA4WLmJ/3QRnln3p/+uIiopJTqSxuYN37uTRUW1Co5Qyf0ZnMQXF+sUFC4kakzWUNFQThTuBD4PtPsb8HOgHjgeeARtyi8HVBEH4NxOAWiu/7y1YJ31NcPB+DYT91dbu8IgRdLhfLly/H5XLRt29fr4tAl9VB9SfHcFSakGnkhE70XW2m8xz8biUbPngHgIGT72bItFmtuhat7HgdGz7Oo7HWgkqjIL2/u4ZNexSBoijStHUrNe9/gGnPuQh1QcBWWooqMRGgRVIGifZFk70JvUlPlakKvVlPgDyA7ORsAEx2E09sfII6ax31lnrqrfXYXRc8P68Me4UJHScAkFORw99y/nbRMdTyluHZlU2VlBnLLtrW7rzQv0DL/+HzgvG8DbJmgTo15hpKjaUX7bPB1uD52eK08OaBNy/aDuDloS8zsdNEZDIVTdqBCJZlfHn4dQwB24jQRBCuCSc8IJwITQR9Yvpcsp8bAblczrhx4/j6668JCmq/xdHPi0AA2+nTOGv24AhKQhHTjbMvLkfX307YXVOR6Xyb0Tk6xT2pEZsawri5qaxd8C21+s5s+CiPM3m1DJ+R0S6/QyQkrhf8WT5iyWXGW9Ks7XkxKHEd0tiYS3XNRmQyDUkdHvBKn/v37+fMmTPodDpGjRrllT7PI7pEahced2cIjQ4g+Fbfr7E4dXCfRwTePPMB+t8+xedjXgqH3cmub4s4tOEMAFFJQUQkBLaaPdeCaLNhWLGS2g8/wFpwEgCZTkfo1CmEzZzpEYESbRNRFKmx1FBmLOOs8Sw3xd/k8d4tOLSA5UXL0Zv0mB3mFudlRWR5hKBarianMgeXeCEUOEAR4PGiaeQX6q51i+zGfVn3oVPqPJtWoUUtV6OSt8zA+Hb22wCo5CpUMhVymRyZIENAQCm7UJeub0xfDt93GEEQEEURl+jCKTpxuBw4RSdaxQUP9LMDnuXx3o9jdVqxOCxYnBbMDjMWh8Vz3eAWlw92exCjzUijrZEGewONtkbP+1B1qKdtEYl8Vq6hwXUKONXiGkLUIWybvs3zfu66uThEBzHamAubzv2aGJRIkKr9CqUfIzU1laeeegqVyrdZNv1FQPfupH23mvpvV2Pc1YDocFD1+r+ofucdwmfOJHLeowgK3z4OOh0Olv39JerKS+nUz0XF6SxO7K5EG6RiyNT0y3cgISHhE6RpGAm/U1zsFjgJCfegUkVcc3+NjY2sX78egHHjxhEQ4N0itg3rSrDk1SIEKIi8rysyP8xeJvfoRZehI0jM6kaP7LE+H+9S6EsaWP9RHnVnmxBkAv3GJdP3thTkfiyV4U2cTU1U/PGPiGYziuhown92H6F33428Hc/8X0+IoojVaUWjcIuxKlMV8w/Np9xYTrmxnLNNZ7E6L2S8/HDMh/SLdUe+GO1GShpKANDINURro4kMiCRKG+UJtQSQy+S8N/o9glRBhKpDCVWHesb7Pn1i+lyxhywx6MomEZp79QVBQC7IkSP/gbAEiAiIICLg8vdIrVLLU32fuqLxJ3e+hz6xQ6i11LbczLWoFRe8nKIosq9yHxan5aL9PN7rceb0nAO4Q2iXFy4nMSiRDkEdSAxMJD4w/pKfa3uguQgURbHdZwYWVCrC7p5E4C1NmA/tRjR0wnzwIE17dhP15BM+H1+uUDB02r2sfPOvFOaspudoDXb7APqPT/X52BISEpdGEoISfsXYVIC+ag2CoCI56WLVQ34669evx2KxkJaWRteuXb3S53lMh/Q0bjoDMoi4JxNFpHdFZnNcLid2ixW1VotMJmfc479s1YePkqM1rJp/GJdLJCxWS/b9WcSktK1kNZfDXlFB/deLiJw7B0GlQhEWRtQTTyAPCyNk/G0I18mMf3ujwdZAiaGE4oZiTjeepsRQQkljCSUNJdwUdxNv3PIG4BZKi08sbnFuqDqUOF0cCYEJaJUXvGczu8xkctpkorRRBCoDf/R/p39sf99cWDsgVhdLrC4Wl8tBdfV6QkLHoFZFXrTtl+O/pNJU6d6a3K8Vpgr0Jj1JwUmedkeqjvBZ3mc/OD86IJrEoEQW3LrAIwprzDWEqkORy9p+bTmHw8HOnTs5ceIEDzzwALLrIFGUMkqHctRIgrJvwZSTA+KFx0DLiRMYvllCxOyHUPgg83bnQUNBEFjxj9c4tPa/DLlbhyqgOwAOm5NdS4vod1sKGp3yMj1JSEh4C0kISviVkpIFgEh8/F2o1TFe6XP48OFYLBbGjh3rVeFkr2iidlEBACHjO6JJD/Na39/H6XCw+l+vY9BXcNdv/4QqQNvqM9Dx6aEERwWQ3DWCQXd0RKFq+w9u57EWFlLz7/9gWLkSHA6UiYmE3jkZgIgHvROOLPHjiKJItbmak/UnOVl/kts73e4JZ/zDzj/wXfF3Fz2vynwhOXSEJoLnBz5PQmACcbo44gPj0SkvvqYpVhfr/Yu4jjl+4veUly8kNeVJOnb8+Q+OC4JAWlgaaWFpl+2rV3Qvnur7FKWNpe7NWMpZ41n0Zj12l72FZ/D+NfdTbiwnOSSZ1OBUUkPcW3pYOqnBqSjlbUcEiKJITk4OBoOBffv20b//9TOBIFqdmI9pcdZb0fZ2IShlVL/zDo2r11C3cCGh0+4m4qHZKGOivTpu54FDuO3xX7Lqrb+z/evPkCuV9L99Cju/LeTwxlKKDlQx5pFu7W7SUUKivSIJQQm/4XA0UV29CUGQk5zkvSWg4eHhzJgxw2v9nUcRGYC2l3tWNHBwvNf7P4/dZmXFG69StH8vqoAAasvLiO3k/zUToihSkFNJSvdIVBoFSrWcu5/vj9JPGVK9gSUvj+p3F9C4di2IIshkBN82Dk3XrNY27bqnwdbAyqKVFNYXUlBXQKGhEIPV4DneOawzA+MGen4uNhSTFJxESnCK5zU5OLnFejZBEJiR6f3/bQmIjbmd8vKFlJZ9TkrKXGSyq69NmhGeQUZ4Rot9DpeDiqYK6iwXyhW4RBc2pw2by0ZBXQEFdQUtzpnbcy6P9XoMgLPGs5wynKJzeGciNBGtMjGmVCoZM2YMX3/9NRs3bqRr165or6Mswna9CWeNhfpVRYRNSiPy4YcR7XaM6zdQ98mn1C/8itC77ybi4dkoY7wzcQuQOWQ4ToeDNe/8g62ff0hCZhY9R6ZQUWhAX9LIkr/tY+jUdLoNT2j1CVEJieudViko7yuk8hFtH7u9gfr6XURFXXtGxrKyMuLj4336RSGKIrhAkPtmDKvJxLd//QOlx46iCQpmynMvtYoItDTZ2fz5cQr36+kyJI6Rs9pHIeXmVPzhj9R98QUAglJJyNQpRDz0kJQAxouIokilqZJjNcfIr81Hq9Byf7f7Aai11DL8q+Et2gcpg0gLS6NTaCemZ0z/gViQaD2aF5jP6vIX4uL8l5DKaDNS3FDMKcMpThlOuScP6gv4Zd9fepL6fJ73Oa/ueRWAcE046WHpZIZl0jWyK90iupEYlOgXkSCKIp988gmnTp2if//+jB8/3udj+gtbaSP6dw6BUyTi3i4EdHOHCFvy8qie/w6N69YB7vtp3MsvEzJxglfHP7xhDU31ddw0xT3Z47S72L64gCNb3Nl30/tFM+LeTCmrqITEVXCl5SMkISjRLqmoqGDBggUkJycza9Ys5F6srWfcdRZtryifJ4WxGI188/LvqCgsIDAsnKm//RMRiUmXP9HLlBfUs+6DXIx1VpRqOTe3k/pOoiiC3e5Z51e3aBGVL79C2N13E/7gg14PabpR2V+5n82lm8mrySO/Np96a73nWHJwMismr/C8f2X3K8QHxpMemk6n0E5Ea6OlGf02THn5YvLynyUosCv9+y9tU7+rlUUr+fr41xTUFdBob2xxLFQdytZpWz327ijbQUpICnG6OJ9cQ2VlJe+++y4Ac+fOJcaL3rHWpnFbGYYVRQgaBTFP9kYRfiGM13L8uFsQbtxIp1UrUXXoAPgueY7DbkehVFKQU8mmT/OxW52ExmiZ8uu+aALbTsiwhER7oM3VEZS4sWloPIpOm45cfvXhR+c5XzNQFEWio6O9KwJ3n6X+25M07T5L9BO9EWS+8gQ2seiP/4e+uJCQ6Bju+t2fCYn27xonp9NFzspi9q0uRhQhOiWY0Q9lERLVtkOfztcArH7nXQL69iHm178GIHTSJIKys1GEh7eyhe2Teks9R6qPcKT6CLcm30p6mNszvfvsbj48+qGnXYg6hMzwTLqEdyEromXI7XMDn/OrzRLXRkzMRE4WvkajMZd6Qw5hoW1nDdz4juMZ33E8oihS0VTB8brj5NXkkVuTS5AqyCNELA4L8zbMwyk6CVOHkRWZRa+oXvSK7kWPyB4tEgpdLTExMfTr14+9e/eydu1aZs2adc19thUCh8RjLazHkldL7cJ8oub0QDiXFVqTkUHiP/+BXa9HGe2eWBNFkdMPPIh2QH/C7/sZ8kDv1CFsqNKz+M+/5aYpM+gy7BYiEwNZ8++jRMTrUOukR1UJCV8h/XdJ+Byn08SBAz9DJlMyoP8y1Opr89Ts3buXsrIygoKCGDlypJesBGtJA/XLCgEIHJbgMxEIoNIEEJWSit1qZupv/0xwpPcztP0YdquTpf84QOWpBhCg77hk+k9IbdNlIURRxLh5M9VvvY3l2DEAHHo90U89haBQuLOCSiLwinCJLo7VHONw1WGP+DtfegFAp9R5hODQhKG4cJEZnklWeBaxutg25TmSuHrkcjUJCTMoLv4XZ8581KaE4HkEQSAuMI64wDhGdBjxg+MGq4FBcYPIrcmlzlrH9rLtbC/bDoBMkPHWyLe4OfFmAKxOKyqZ6qr+fkeMGMHhw4ex2+1YrVbU6muf1GwLCIJA2NTO6N/cj+10I8adZwkamtCizXkRCGDasxfTrl2Ydu2i7rPPiZzzCKHTpyO7xs+jcP8e6s6Ws/pfbyBTKMm4aShTf9MP0XXB+9hksKLRKpEr2+73lIREe0MSghI+p6z8KxyOekKCe6NSXZvgaWhoYMOGDQDcdtttaDTeqVPlbLRR83keOEUCB8ej6+Pb0B9BJmP0nCewGI1og0Muf4KXUarlhEZraaq3MuqBLBI6+y4j6rUiiiJN27ZT9dZbWA4fBkAeGUnEAw8QNn2azwshXw+Y7CYK6gvoGdUTcBcgn7d+HnXWC4k81HI1WRFZdI/s7mkH0D2qO92juvvdZgn/kJgwE71+FaGhl40gapPE6GJ499Z3EUWR8qZyjlQd4WDVQQ7qD5Jfm09a6IWsp6/ueZWtZ7bSK7oXfWP60j+2P51COyETLi8sdDodjzzyCOHh4dfdRIhcpyR8RibmozUEXmZZgG7gAJI+/piqN97AfPAgla+8Ss2HHxH52DxCJ0++6vtx7zETMBkM7PrmS1a99VcUKhWd+g7wHLdbnSx/8xAKlYyxj3QnMOz6EOISEq2NtEZQwqe4XHZ27LwFq/UsPbovICpq1DX1t2jRInJzc8nIyPBaplDR4aLqvSPYihtQpQQT9XB3T2iMN2mormLLZx9w68OPodEFer3/y2GzOLAY7QSfq4VoMztwucQ2X7PJfOQoxXfdBYA8IoKIh2cTNn06Mi9NAlyP1FpqOVB5gH36feyv3E9+bT4AO2bs8ITKvbbnNRpsDfSI7EH3qO6kh6WjlLXtvwUJ33A9FEy/GGaHGY1c47m2WatmcbDqYIs2Yeow+sX2Y1zqOG5NvrU1zGyXnI/QqPrHP7EePw6ApkcPUr5aeNV/S6Io8r8vPmLvsm9QKFXc+fxLdMhyT0LVV5pY+s8DGGutBASrGPtIN+LTQi/To4TEjYu0RlCiTVBZuRyr9Sw6XTqRkdcWxnnq1Clyc3NRKpWMGzfOSxb+P3vnHR1Vtfbh50zJpPfegAABAgm9QxAQkCJNEBAFURE7Vz+xYEEQFMWrYi9XFK8IF6QI0on0HlpCgJAQQnqvkzL1fH+ckIBSUiYFPM9as6btvc+bMnPOb78NCjYnoE8sQulohdvUdvUiAguzMlnz7lwKszLR2NgwdNYLFj/GrchJ0bL9+7MICoGJr3VDrVFiZdN0P/66uDg0raXQRJvQDhUtINrjMmUKiruofLulic6O5s2Db5JQmHDd60pBSTvXdmSXZdNM3QyAV3u82hgmyjRB7kYRCGCjsrnu+fLhy0ksSuRU5ikiMyM5lnGMrNIsdl7Zib+9f6UQTNWmsj9lPz18etDCscXffj85OTns27eP4cOHY2Nz/THuBsylBrSH0nAYFHjTFAlBEHAYOBD7AQMo2rqV7M8+w3HY0MrfVW02FwRBoP9Dj6IvK+XMzq1s+HABE996D++WrXH2suXBud3Z/n0MqbH5/P7xKfo9KLeYkJGpK033SlDmjkcUzVxJ+g6AZoEzEaoRfnMrAgICGDx4MCqVCmdny+wEiuYKj7hSwPXhdigdrCyy7rXkZ6SxZsEbFOdm490qmPCpj1n8GDdDFEXOHUhj/+o4TAYzrr52lGn1qDVN8+Kl9ORJsj//nNLDR2ixbi3WIVIxEr+PP25ky5oWpYZSTmad5Gj6UZw0TjwR+gQg6sHbawAAIABJREFUhcklFCZgrbQmzCOMLl5d6OLZhY4eHS1SNEPm7kWnyyY1dQW2ti3w9h7T2ObUCwpBQZBTEEFOQTwQ/ACiKJJcnMzxjOPXFT7al7KP946+B4CPnQ99fPvQ27c3vXx64aRxYvPmzVy+fBl7e3uGDq17K6SmhCiKZP8YgyG5GAQBx8G3rmQtKBQ4jRyJ49ChUu/WCvKWL6fs9Bk8X3oRq8DqV8MWBIFBjz1FeUkJsYf2kXT2TGVLJRt7K0a/0JHD6y9xelcy+1ZdJCuxiAEPtUFldef0u5WRaUrIoaEy9UZ2TgRRUU+i0XjTp/duFArLiyxLYcgpQ+1ueXGUm5rMb+++gTY/D9/gdox/fT6aBvJo6cuM7FlxgbjILABC+vrQb1Iw6iZ4wiw/f56sTz6hZN9+ABQODvgsmI+jBT2/dzIGs4Go7CiOph/laPpRonKiMJqNAAQ4BLBl/JbKsTG5MQQ7B6NWymGeMtUnM/MPzsbMxta2Jb16bqvzxt2dzOG0w6yPW8/RjKPkledVvq4QFHT36s78DvP5/vvvUSqVPPvss7jeZUWqyi/mk7PsLAjgMSsMTfOa5bGLBgPxg+/FmJUFajWuD03B7amnULlUPxfdZDSScOIYrXv2ueH7cccz+fPn8xgNZu6dEUKbng1bdVtGpqkj9xGUaXRyc/cSF/8+vr6TCAyYUet1ioqKUCqV2NlZpkw1gKnEgCCAwrb+LpZzkq+w5t03KC0swD+kA+NenYeVdcN44rKTi9n+/VkKs8pQa5TcM7UNwT2a3olSn5RE9tLPKNq8GQCFnR2u06fhOn06SqeGL6LTlLg2tOrTE5/yw9kfKt9TCArau7Wnp09Penj3oJdPLzk8SqZOSPnc96DTZdCp44+4uYU3tkmNjlk0cyHvAofSDnEo7RCnsk7R26c3X937FevWrSMqKgqjh5EuQ7sQ7h+Ou417Y5tsMQq2Xka7NwWliwav2V1q3FfXkJ5O9tLPKPz9dxBFFI6OuM+ahcvDU2tVYbQ4NweFUomdc5WYzEkpJi4yi15jguTvPxmZvyALQZkmgSiaEUUTijoUofj1119JTk5m4sSJBAUF1d0mk0jOsmiMBTrcp7dH7Vk/Hro9P/+HE5s3EBjaibFz3kStabjiJucOprH7vxdw87Nn2Mz2uHhbTkRbkvS351GwejWCWo3LQ1NwmzXrH9sCQm/SczLrJAdTD3Ig9QCT2kxictvJABxJP8J7R9+jj28fenj3oJt3NxytHBvZYpm7jcTEr7mU8BFubgPo1HFZY5vT5Cg1lJKvy8fP3o/CwkKWfr4Us9HMHp895FrnEuoeSrh/OPcE3EMblzZ3tDgRjWayvj6DIVWLbWdPXCe1qdU65efPk7VkCSWHDgOg9vOj2c/LUfv53WZmFQUZ6axZ+AZWNrZMmrcYa/sbF1sryCol5UI+7fv73tG/exkZSyAXi5FpEgiCok4hRhcuXODixYtoNBo8PCzTa69weyK6S4Uo7NUorOsvTHLAw4/h6OFF2OBhqKzqPyxWNIuVif3t+vggCAKtu3k2qdwJk1aLMSMDTSuppLv7s88gmox4PPNMjS4M7hYySjLYm7yXA6kHOJpxlDJjWeV7R9OPVgrBnt492Th2Y2OZKfMPwc9vMpcTPyM3dx+lpVewtW3W2CY1KWzVtpW5tk5OTnTr2Y1jB4/Rt7gv2223V/bk/PL0l3jZerFq1Ko71ksoqBS4Tm5D1menKD2VhXUbF2w71bwHsHW7dgT88AMlBw6Q9eESBI0Glc+tW1T8FStbW1RqK3KSElm3eB4T3lz4t+gak9HMlq+iyM8oJSdFS/9JrZt0X1wZmaaC/CmRsThabSyxFxdQVpZap3X0ej1bt24FYODAgTg4ONTZtrKYHLT7UkABblPboXS0bC+ivLRUyrVaQEqi7zL8/gYRgdnJxfxv0XFy0yqOLQi06+PTZESgWa8nb/lyLg0ZSuqLLyKaTACovbzwXbToHyMCRVHk2iiMdw69w8KjC9mTsocyYxnBLsHM6DCDZcOW8WH4h5Xj5N1tmYZArXbBy3MUIJKauqKxzWnyDA4fjL29PZpSDasHrOazgZ/xQOsH8LDxQKVQ4WbtVjn20xOf8kfCHxTrixvR4pqh9rDFaZQUhWPIKK31OoIgYN+/Py3Wr8P/yy8RFNKlpyE1lYx3F2LMz7/lfFtHJya8uRBHD0/S42L5/aNFGA2G68YoVQq6Dm+OUqUgZl8qm5aeplxruMmKMjIyV5FDQ2UsTkzM/5GRuQF//2m0CZ5X63UiIiLYv38/3t7ezJw5E6WybqLGmFNG5uenEHUmnEa2wKG/f53W+yu5qcmsnv86Dm7uTHhj4U3DVyzNhcPp7Pk1FpPBTOvuXgx9vH2DHLc6iGYzRZs3k/3JpxjS0gCw6dIF/8+WonK/M3fKa4rBZOB4xnF2J+9mT8oeFvdfTFevrgCsj1vP3pS9hPuH09e3L152Xo1srcw/naKiKI5HjkOlcqJf34MolU2zwnBTISEhAScnJ9zcqkSfWTSTXZpd+XnOKMlgyG9SawqVQkUvn14MaTaEgQEDcbGufgGVxkAURQwpWqwC6r4R+1dSX3qJoi1bUTg54fH887hMnnTLhvT56amsmvcqpYUFBPfuz6gX5lSKyqtkXC5k69fRlBbpcXS3ZsQzYbj5NnzfXhmZxkbOEZRpFMrL0zl0+B5E0Uyf3ruxsamd2MrJyeGrr77CbDbz+OOPExAQUCe7RIOJrK/OYEgvwaa9G64Pt7OolyUvLYXV81+npCCfwA5hjH3l7XrPCTQaTOxfHce5/ZLAatfXh/DJwajUTcMLWBoZSebiDyg/exYATevWeLz0Ivb33HPXe7i0ei17U/ayO3k3B1IPUGIoqXzvybAneb7z841onYzMrYmLfx9X1/64uvT5R1cPtRRF+iI2XdrEriu7OJl1ErNoBqSiT928uvFWr7do7tS8cY2sJqJJRFBa5vu7/OJFMt9/n9LDRwDQtG6F19y52PXufdM5WYkJ/O+dV9GXldF5+P0MnP7k384n2vxytnwdTXZSMWprJUMfb0/z0H/GxqOMzFXkHEGZRiE5ZTmiaMTTc2StRSDAli1bMJvNdO7cuc4iEKAsJhdDegkqN2tcJgZbWASmsnrBXEoK8glo3zAisCi3jO3fnSXrSjFKlYLwKcGE9PWt12PWBHN5OSmz/4UpNxeVhwce//oXTmPHINTRq3snIIoiEzZNIFVbFRrd2qU19/jfw8CAgbR3bzoeWxmZG9G61euNbcIdhyiKxMTEEBQUhO1fWgQ5Wjkytd1UprabSm5ZLruTd7Pryi6Oph/lZNZJXG2qCmRFZkQS5ByEq3XTK5qlu1JE/pqLuE5qYxEPoXVwMIHLlqGNiCBz8Qfo4uJJmvEYDkOG4DX3ddQ3yCX0bB7EmJffZN3787B1vHE/YXsXa8a93IWIn85z6WQW2nxdnW2VkblbkT2CMhbDaCzmwMF+mExaundbj6NjWK3XunLlCrt372bixIkWaxtReiYLlacdVj6Wq6CZn57K6vmvo83PIyAklHGvzkNtXf+ewBVvH0Gbr8PBzZrhs0LxCLR82E5NMRUUIGg0KGykULKCdesxpKXh9tgMFA3UO7GhKSgvYHfybnZe2cmifosqw7w+OPYBF/IuMDhwMPcE3IO/g2XDkGVkGgpRNMtewWqwbds2jhw5Qq9evbjvvvuqNadIX0RMTgy9fSUPmNFsZPCawRTqCunl04v7WtzH4MDBOFg1/vc7QMEfCWgPpKJ0s8brhS4oNJbb2DPrdOT9+BM5332HqNPRYt1arNvcvFJpYVYmTp63DqUXRZErZ3Nlb6DMPxI5NFSmwUlKWkZc/CKcnXvQtcvKxjan3tHm57Fi7oto83Lxb9eB8a+9U+8i8CrnD6UTfyKLIY+FYG3XuI3DRb2evF9/Jefrb3Cd9ggezz7bqPbUN3nleUQkRbAzcSfHMo5hEqXCN+/0focHgh8Aru8BKCNzJ1JSksClSx+iUjkSEvLh7Sf8w0lPT+fbb79FqVTy3HPP4VKD5ulXySnLYd6heRxKPYRRNAJgpbCiv39/hrcYTrh/ODaqxsvZFI1msr44jSGjBNtuXrhOCLb4MQwZGZQePYrTmDHSMUURXWws1m3b3nROUXYW+RlpNAvtdMu189JLOLwunsHTQ7C2b9zzpoxMfVNdIShv88lYBFE0kZz8IwCBAY/Xep3CwkJLmYS5zEj2D9HoU7UWW/Na7JycadG5G35t2zPutfr1BJaXGEi5kFf5vF0fH0Y9F9aoIlAURYp27ODS/feTtfgDzIWFlMec427aXLoWo9nIM7ueYdDqQSw4vIDD6VJfrD6+fZjXex4DAwdWjpVFoMydjkKhJjtnFxmZm9DrcxrbnCaPj48PYWFhmEwm/vzzz1qt4W7jzpeDv2T3g7t5u/fbdPfujsFsICIpgpf3vkxcfpyFra4ZgkqB65Q2oFJQGplJaXS2xY+h9vauFIEA2ogILo8dR+orr2DM+fv/oTYvl5VvvcyGJe+SHhd7y7X3rYwlMTqX3z6MpCCr9lVQZWTuJmQhKGMRBEFJaOiXBPg/irv7oFqtkZOTw2effca6deswm811skcURfLWXEQXV0DB7/H1Ik4EhYIhTzzLA3Pn/62nkSXJTipm9XvH2fxlFLnXiNrGFBvlsRdJenQGqS/MxnAlCaugIPy//gr/L7+4a0SQ3qRnX8q+yv8dlUKFzqRDQKCfXz8W9FnAngf38O2Qb5kQPKFJ5vTIyNQWG5sA3N0GIop60tLWNLY5dwSDBg1CqVQSHR1NWkWV5NrgbO3MxOCJLBu2jJ0TdjKn2xwGBw4m1D20cszc/XNZenIplwsvW8L0aqP2ssN5RAsACtbHYyrS1+vxDFlZCFZWFG3cxKXhI8hbsaKy/RCAnYsrzcK6YNTpWPfBfPLSUm661r0zQnDzt6cwq4y1H5wgLb6gXm2XkbkTkENDZZoMK1asIC4ujs6dOzPmmh3B2lC8L4XCLZcRrJV4Pd8ZlZtlhJo2P489P/+HwY8/jY19/edtxB7NYPcvFzAZzHgEOnDfrA44WuhnqS3l589zecJEMJlQOjvj/vxzuDz4IIL6zg+1MZlNHM88zpaELey6sotiQzG/jPiFjh4dAUgoSMDF2qXJl3yXkbEEubl7OX3mMaw1vvTpswdBuPuLPdWV7du3c/jwYVq0aMG0adPqZWMsoySDob8NRUS6fgtzD2N0y9Hc1+I+nDROFj/eXxFFkZwfY9BdzMe6rStu00PqdQNQn5RExsKFlOzbD4B1+/Z4vzMPm1BJGJuMRn7/aCGXT0Xi6OHJlAVLsHd1u/Fa5UZ2/CeGK2dzUagE7p0eQuvuctsembsPOTRUpsEwmepekevixYvExcWh0WgYPHhwndbSXS6kcJu0S+o6sY3FRGBpUSG/LXyT2EP72PPTdxZZ82aYTWYO/hbHrh/PYTKYadfXh/FzujSaCLx2w0jTti12PXvgMnUqLbdtxXXq1DteBMbmxfLh8Q+597d7mbljJuvj11NsKKata1vKjGWV44Kcg2QRKPOPwdW1PzY2zSjXpZGTU7twx38a/fv3x9ramsuXL5OQkFAvx/C09WTZsGWMazUOO7UdUTlRLDy6kIGrB/LSnpdIKb65V8wSCIKA6wOtUbnbYNfNq96jQKwCAwn49lv8Pv8MlY8P5TExJE6aTHFEBABKlYr7//UaPq3aUJSdxdr356ErLbnxWtYqRjwdSocBfpiNIjt+iOHk9iv1ar+MTFNG9gjK1JkzZ2ZiMpfRJngBdnZBNZ5vNBr56quvyMvLY9iwYfS+RQ+h22Eq1pP52SnMxXrsB/jjPLxFrde6lnKtltXvziU7MQE3/0AenPc+to71s/NarjWw/T9nSbmQj0Ih0H9Sa9qH+zVayGVpZCSZH3yI7weL0QRJf1/RZLprWkEYzAYGrx5Mvi4fgACHAEa0GMGIFiMIcq75/7OMzN1EUtIPxMW/h6tLPzp3Xt7Y5twRHDt2DL1eT8+ePVHX8yZZmbGMiKQINsZv5Ej6EZQKJbsn7sbZWmqtUGooxVZdP1WbRbOIoGjY85K5tJTsL7+keNcugtavv64idWlRIavefoX89FSahXVm/GvvoLjJeUoURc5EJHNwbTyDHmlHuz5/b1UhI3MnI/cRlGkQSkriycn9E4VCg1rtWKs1Dh8+TF5eHu7u7vTo0aPWtoiiSN7qWMzFeqxaOOI0tHmt17oWfVkp696fR3ZiAi4+vkx8a1G9iUAAbYGOjEuF2Dioue/JDvi2bhwPlCEjg6wlH1G0eTMAud9+h+8HiwHuWBFoMBnYl7qPzQmbeafPOzhaOaJWqJnUdhL55fmMbjmaUPfQuybPUUamrvj4TOBSwsfkFxxFp8tGo/FobJOaPHU5j9UUG5UNo4JGMSpoFBklGUTnRFeKQKPZyOgNo2nl0ooJrScwIGAAaoXlhOm1ItCQWYLKw7behaHC1havOXPweOEFFBoNACZtCdmffIL7M08z/vX5rHzrZZqHdUZQ3DzoTRAEOt0bSGB7N1yvaSklV3yW+achC0GZOpGUvAwAb+9xWFnVvFdPUVER+/btA2D48OEo6yAwBEHArps3xrxy3Ka0RVDW/cvcoCtn/QcLSI+PxdHDkwlvLsLOuX6Fmbu/Pfc9FYqrjx0Org3TjuJazHo9ect+JOfbbxHLyhA0GtyeeAK3J2pfDbYxEUWRC3kX+P3S72xJ2FLp+evt25uJwRMBeLbT3d3yQkamtqjVTnRo/wkOjmGyCKwFZWVlqFSqevcMAnjbeeNt5135PDY/lvzyfA6mHuRg6kHcrN0Y22osD7R+gADHAIsdV3sojYI/EnC6rzkO4Q3TM/WqCATI+fxz8lesoOiPP/B89VVmfPIN1nb21VrnWhGYk1LMnhWxDJvZoVHOvTIyjYEcGipTa3T6HA4d6o/ZrKdXz521CgstLS3lzz//pLS0lAcffNAidokm0SIiEODk1o3s/uk77F1cmTT/Q5y9vG8/qYaIZpFjf1zG2dOGNr0aNzylLPosaXPmoE9MBMBh6FA8X3kFK3+/RrWrNoiiyK8XfmVd3Dou5l+sfL2VcyvGthrLyKCRuNvIjYZlZGTqh+joaLZs2UK/fv3o27dvo9hQUF7ApoRNrL24lkuFlypf7+nTkyXhSyyS81x2IY/cn2JAKeD1fGfU3na3n2RB9CkpZMx7h5KDBwGw7d0Ln3fewapZMwoy0slOTqR199unnGz67DRJ5/Kwc9Zw//MdcfOrnpiUkWmKyA3lZeqdhIRPuZz4Oe7ug+kYVrfiKWazGcUtwjhuhanEgKlAh1U9fGmLZjMHV/9Cu/4DcfOz3A7qVXRlRnYtiyExOheVRsm0Rb2xsbey+HGqiz4piYRR96P298f7rTexq0O+ZmPw17Ce6VunczLrJE4aJ0a2GMmYVmNo59pODv2RkakFomhGr8+VPYPVJC4ujhUrVmBtbc3s2bOxsWnEZvCiyJnsM6y5uIYdiTvwsPXgj3F/oBCk865Wr8Xeqvbn0Px1cZQcy0Dta4fnM50QVA1bi1AURYo2bSLzvfcxFRQgaDTYzZrJppMH0ZeV8sAb7xIQEnrLNcpLDGz5Oor0+EKsbFSMfCa00VIzZGTqiiwEZeoVk6mMg4f6YzDk06XzSlxcapYTYTabMZvNqFR1i04WzSK5P5+jPC4f18ltsQ2tu4fHbDZhKNehsa2fBPurFGSWsvmrKAoyS9HYqRj2RAcC2jVsLzrRaKRo+3YcR4yoFEelJ05gExqKYNV4grSmFJQXsPHSRtbGreX9/u8T4hYCwJH0IxTqChkYMBAr5Z3z88hYgPIi0JeAobTivgwMJaAvBedA8AmTxhUkwemVYDaAqeJmvuZ+0FvgUBEJcPQ7uHLgLweq2FRwbw2D3pQem02w8XlQqkFpVXFTg6LieZvh4N1BGpt7CbLOgZUdqO3AyvYvj+2hCWxcaLUXiYqehVrlTPfu6xvbnDsCURRZvnw5iYmJ9O/fv84VsS1Fkb6IlOKUyu/JzJJMRq0fxcDAgTzU9iE6enSs8WaZWWckc+kpTHnlOAwKsFiOfk0x5uWRuXgxRRs3AZA8fTLRp4+jsbNjyoKPcPO/9Yau0WBi57JzJJzKRqlSMOSxEFp28WwI02VkLEqTLxYjCIKPKIrpNRgfKIpiUn3aJFN9iorPYjKV4eAQirNz9xrPP3HiBIcPH2bUqFEEBdW+MqP2QCrlF/IQbFRY+dfdIyiKIju/+4Ksywk88MaCeisKk3w+j+3fn0VXasTNz47hT4Xh5NGwu8VlZ86QPn8+unPnEfUGnMeNBcC2a9cGtaO2iKJIZGYkay6uYdeVXRjMBgA2J2yuvMDp5dOrMU2UqQuiKAk4hRLUFZ+NjLNweS+UF0JZgXRfXgjlBZJwmxlRNf8/gyHn4o3X7vlUlRAsSoM9793cjl7PVgnBtJNw7vcbjwvoWfXYpIfTK26+ppN/lRCM2wnbXr3xOIUK3s6ter56OmizwMYZrJ0r7p2kx35dIKBiQ85kkMSo2nJ5TjY2gRgMBZSVJVFcHIODQ3uLrX23IggCgwcP5ocffuDIkSP07NkTe/vGDzd0tHKs/I4EiMyMRG/Ws/XyVrZe3ko713ZMaTuF4S2GY62q3v+QQqPCdWIw2d9FUbw7Geu2rmgCa1dAri6oXF3x+/BDnEaNouTgIdq8Ooeyj98n/vgR1i2ex0ML/33LPH+VWsmwmR3Y/7+LnN2byrbvzxI+KZjQexom91FGpqFpcCEoCMIQYD4QBTx1i3GTgFXXvDQXeL9+rZOpLi7O3enX9wA6XVaNdw6v5gWWlZVRVlZ2+wk3QZdUROG2RABcJwSjcqnbRY8oiuz97w+c3b0TlZWGgoz0ehGCsUcziFh+HtEs0qKjO/fOCMHKuuE+iqaCArI+/oSCNWtAFFH5+qBya1hPZF3534X/8cv5X0gsSgRAQKCfXz8mBE8g3D+8cY2TuTVGvSTe7CvCC01G+HMBlORCSXbFLUe6N5bBmC+h88PS2OSjsH3uzdc2GUFZ8Vmy85COo77qYbOpeuzRtmqOkz+Ez6nw1qkkj93Vxwp1lQgE6D4TgodVPb82osb2ms+QQgWjv5AEodko3Zv0FR5HPXhdI6KcA6HNyApvZYXH8urjv1Z4TD0JhTfZD+39XJUQTD4GP40AKwfp92x3zc3eE3rMAruKhtv6ElDZwG1C85VKa7y9x5GSspzU1JW0bbvwluNlJAICAmjTpg2xsbHs37+f4cOHN7ZJf2Nk0Ei6eHZhzcU1/HbxN87nneftQ2/z7xP/ZkLrCczuMrta53lNCyfs+/uh3ZdKwcZLeD7bqdHC8O3Dw7EPl84FI55/mVWvvUhWWjLr3n2DyYs+Rm198+sFhUIgfHIwdk4ajm5KwNruzu6TKyNzKxpUCAqC4IwkAKuzJTYWuOpqEoEz9WWXTO1Qq11Qq2seP797927Kyspo3rw5ISEht59wA8ylBvJ+vQBmEfu+vti0d6vVOtdybMMaTmzegEKpYsz/zcU3uO3tJ9UCd397VFYKQu/xp9fooAbrwySKIoUbfidryRJMeXmgUuE2YwbuTz91XS+mpsq1+X/xBfEkFiXiaevJ+NbjGddqHL72vo1socx1XDkMiQegOE3yuhWlQXG6JPA828Mzh6RxCiUc/RaM5X9fQ2UthXRexTsMej5d4QVzusYjVnETrhEzM7ZUz04n/6qQztvh31W63Q6lGro8Ur01246QbtXhof9Baa7kAS0ruP4+8Jp8Xl2xJCL1xZBXDHl/aWze9dGqx+uehIvbwdEHHP3A0bfi5gfeodC8X+VQP78ppKQsJyNzI61avYZK1fjerTuBgQMHEhsbS2RkJL1798bZ2bmxTfobPvY+vNDlBWZ1nMX2xO38ev5XYnJjuFJ0pfJ7tzqtFZyGNEcsN+EwKKDJ5GKrNdb0LNazS2cgKyWJ9S8/x4RPv0Fxi9QUQRDoNqI5QZ08cPVt2OI3MjINSYMKQVEUCwAEQci71bgKr6FHxS1CFEV9A5gnU03y8g7i7NwdhaLmOVeZmZlERkYiCALDhw+v1YlCFEXy18ZhKtCh9rfHyQJN40/v2MKBVT+DIDDi+f+jeSfLhkcaDSZUaqk1hpufPVPn98LOSXObWZalcMPvpL/+OgC2PXrg/fZbaFq1alAbaorBZGDnlZ2svLCSCcETGNNqDADTQqbRx7cP/f37o1LIXXAaDLMZtBlSXl3+FSi4UnVfcAXGfAUt+ktj43fB/o/+vobwlxYxggBDFkiir9Jz5S7dW9ldnx8X0F26/VPxqubGWZv74K1sSSCW5EjhpJXe1mzpd3sVvVbKhSxIkm7X0n58lRAsTMV+5WM4tXCgkGIyj76Kn9c4cGkBTgGgknNwb4a3tzehoaFkZ2dTVlbWJIXgVTRKDaNbjmZ0y9FEZ0ejUVWdp45mHOXLU18yvf10BgYMRKn4e7snQa3AZXzrhjS5WrT85FPMC95h56VzOJ6K5srUqfi+9x6ali1vOe9aEZiZWMSpHVcYNK1dg0bxyMjUJ031P7kzkgj8A8gVBOEJURQ3NrJNMoC2JI5Tp6dhY9OMXj13oKjBRbgoimzbtg1RFOnRowdeXl61ssGYW055fAGCRin1C6xjdbLzB/cSsexrAIY88Sxtevev03p/pSCrlM1fRtF5aCAhfSWvVUOLQACnkSMoXL8e5wfG4zh6dJPZrb0RmSWZlWFKueVSjpSV0qpSCAY4Bli0D5bMNYgilOZBbrx0U6ig4yTpvbJ8+LjdzefmX64Sgi36g2gCB98Kb5Ov9NjeU/ICXkvPWfXzs/yTEQSwcZFu7re4MJ/2u+R1LbrGc1uUIt37dq4al38ZMqLwM2sobOtAas4f+O385epn2Ph3AAAgAElEQVTB4Ild4F9RlyAlUgo5dW8NDj5NothNYzNq1CjUanWtq2M3BqEe11fZXB27mtPZpzm95zT+9v48HPIw41qNw1Z944gS0SxSejITmzAPFFa17xFsCZQODrRd8m88I3aR++4iys9EcXnceDxmz8Z1xqO3bD4P0s/y58/nyUsrQZuvY9RzHeWQUZm7gkapGioIwh7ggiiKN80RrBgXCHwKjAK6iqIYfavxctXQ+ufChTdJTVuJn99U2rZZUKO5sbGxrFy5Emtra1544QVs6xCOaMgpw5RXjnVw3Us7Ryz7mtPbN9Nv8jR6jrNML8OrpMTms+3baHSlRjwCHZjwWjcUDRQKWhYVRdbHn+D3yceoXKTfU3VCexqTmJwYlp1dRkRSBCbRBEh9/6a0ncKooFE3veCQqSPnN8GFzZATJ4m/8oKq9zxD4JnD0mNRhKUdJY+dcyA4NwOXZhWPm4NzAKgafpNDpgHQl0DWeUx5cRzIeRelGbqnBaLJTZWE48vxVXmHq6bChT+kx1b24NZKEoVurSWPbstBjfdzyNSaUkMp6+PX88u5X0jRpgDgYOXAg8EPMqXtFLzsrt/cvdpSwr6/H84ja18UztKYiovJ/OADUjdtxGhvR7e161F7375HcEFmKRuXnqY4rxxXXztGz+7UKJu6MjLVoclXDa0OoigmCYLwIHAAmAq89tcxgiA8CTwJEBgY2LAG/sMwGPJJz5DKhgf4T6/xfLPZjL29Pf369auTCARQu9ugdrdMlc1BM54iqHN3i4eDxuxPZd/Ki5jNIs3D3BnyWEiDiEBzSQlZS5eS/99fQBTJ/fY7vF6TqhI2ZREIcC7vHDuu7EApKBnSbAhT2k6hm1e3Jm93k0YUoTAZsi5IbQqyzkP2eRj+IQRWVFVNj4IzK6vmXL14d2t1fTiiIMC/ohrWfpmmgZUd+HdD6d+Nrtqu2NoGVUWEGPXXh4Z6hkghqDlxUJYH6aelG0jhpleFoDYbdr4ljfcKkXJHHbzvag9iXl4ee/bsoWfPnvj5+TW2OTXCVm3L1HZTmdxmMruTd7M8Zjmns0/zw9kfUClUPNf5uevG23X3puR4BtoDqdh0cEfTrOGriN4IpYMDmqdnceTKeQQB2mLGBWmjFG5+nnT2smX8nK5sXHqKvLQS1i05wejZnXDykDcoZe5cmrRH8JrxrwAtRFF8+lbjZI9g/ZKY+A2XEpbg5hpOp04/1moNnU6HSqVCqax5mEj++jjU3nbY9fKpszDITUnC1tkFG3uHOq1zI8xmkUO/xXPmz2QAOg8NpNfYlg0iArV795I+fz7GtHRQKnF9dDoezz2HohEbGd+MgvICVl9cjVJQ8njo44C047w8ZjnjWo/D2+72O7Qyf+Haqpn6Elg+GrJjpaIhf2XER9BjpvQ47RSkn6kSf/Zed/XFuEwDUpILuXGSKMy5KIWbdhgvvRcfAb+Mv368jYskCL07QL+XwKF2KQRNlR07dnDo0CFatmzJI49Us6BQE+ZM9hlWnFvBKz1ewd1G6uN7MPUgztbOtHdrT+G2yxTvSUHlYYPXC50R1I0bInoVs9nE70sWknDyOC6+/jz07keUrltHaeQJvOe/UxlFcyPKtHr++PwMWVeKsXW0YvTsTrj5yYWTZJoWTbqhfC2E4FygWBTFz281ThaC9YfZbODQ4XvQ6TLo1PFH3NwatkR/6eks8lbFIqgVeL3YFZVr7VtF5Kensmreq9g6OjHxrUXYOlk2cX/fqotE70lBoRS4Z2pb2vXxsej6N8KYk0Pme+9RtGUrANYhIfgsfBfrWlZlrU8uF17ml3O/sPHSRspN5TioHdg1cZcc9llTSnIh44zkzcuIhowoqfXB0wel90URlrSUqkzaeYJnW8nz4tkOPNpJHhiN5TdCZP456PV56HQZODjU8numMBUubpM81ZnnICtGavlxlVcuV7XliHhXCln26QS+naQWIMo7L0erpKSEpUuXotfrefTRR2nevHljm2RRDGYDo9aNIq0kjd4+vZkZ8gQBqxUYs8qwD/fHeUTdi7tZCn1ZKSvffoWcpEQC24cSun0/Ym4uSg93fBctqmw/ccO55Ua2fB1F2sUC7nsylKDOHjcdKyPTGDT10NDrtoQEQfBD6i34EiAATwMrRVG8UtFyYhAwrsGtlKkkO3s7Ol0GtratcHWtWTGVHTt2oFQq6devHxpNzePpjXnl5K+PB8BpVFCdRGBxXg6/LXqL0sIC3AObY2Vr+bLQoff4kRSTy6BpbfFtXfccxuqgv3KFoi1bEWxs8Hj+eVynPYJwi9LYDY0oihzPOM7P535mb8reytf7+fVjWsg0bFRNz2PZpBDFKg/dmVUQsQCKUv8+TmUNRp2UpycI8MgGqQ2AXd3bq8jIXEtB4QlOnnwYO7uW9Oi+qXZRGk5+0P3xqueiKBWpyTontby4tjdj9Orrq5oqNVI/Rt9OEDIWggbU/odpQOzs7OjTpw979uwhIiKCxx577K4KfTeYDAxtPpTVsas5nH6Yw+mHGel7L89mj0O7PwWbDm6N0mj+RljZ2DLulbdZ8cZLJMVE4/TgGIKPn6Es8gTJT87CecpkvObMuWF7JStrFaOe60haXAGBIfL3q8ydS4N6BAVBsEPqD/gNkAK8AmxG6he4DugPlABbgOYV44qAn0VRTL/d+rJHsP7Izt5B/KUlBATMwN/voWrPy8rK4uuvpYqcTz31VI0rhYomkexvz6BPKsY6xA23R9rV+qRZpi3mf/NeJTclCZ9WbZjw1kKsrC0jQEoKddcljZtNZhTK+q0OZ9KWoLSvErJ5v/6KfXg4Vv7+9Xrc2hCTG8PkPyYDYKWw4v6W9/NIyCO0dL516e5/JEYdZJyF1BOQGind93qm6oI5ZgOsmS41R/fqAD5hUn89nzDJ06eu/UaJjEx1MZt1HDjYD4Mhj25df8PJqfPtJ9WFhD2QdloKYU4/fX1vxEFvQvgc6XHGWanwUUB38Osq9ZdsYuh0OpYuXUppaSkPPfQQwcHBjW2SxSnUFbLywkpWnF9Bga6Ax7LGMjF3KHSwx//hev5fqSGpsedZs+B1TEYjA6c/SbO0LLKWfgYGA1bNmuG75ENswsJuu056fAGlRXpadvFsAKtlZG5Nkw4NrS9kIVi/iKIZUTShUFQ/HOeXX34hPj6ebt26MWrUqBofs3DnFYojklA6WuE5uwvKWpZrNuh1rF30FqkXzuHmH8ikdxZj42CZXcnk83ls+zaanmOCCBtY/y0NRFGkcP0GMj/4AP+lS7Hr1bPej1lTSg2lHE47zOBmgwHJ5hd2v0CIWwiT2kzC1dr1Niv8A4lYIF3sZkSD6S+tUzs/DGO+lB6XF0FxBri1/HsbBhmZBiQufjFJSd/j4/0AISEfNuzBywqkz0rqCWg1GLwrWh0c+AR2vVMxSACPNuDfXbo16yt9bpqAB+7w4cNs374dLy8vZs2adUe1lagJpYZS1satZUX0L9yT143/e+Id1GrpPN6Uqlif37+b7d8s5d6Zz9Hhnnspv3CBtDmvoIuLw6ZjR5qtWnlLW7X5Ola9exR9mZF7Hm5b2SpKRqaxkIWgTKMTFxfHihUr0Gg0vPDCC9jZ1SwMU3e5kOzvpAqF7k+EYt2ydrl8ZrOJTR+/T/zxI9i7uTNlwRIc3S0Tz3/+UBp7fonFbBZp1dWToU+0r9cTmyEjg/S336Zk334AnKdMxmfevHo7Xk3JL89n5YWV/HrhVwp1hawbvY7WLk2vuXCjYTZB5llIOgopx6QG7FerLS4fDZcrwmbd20jeDP+u0r1ne7lht0yTo7Q0kcNHBqNQWNOv72HU6iYQ8nflMJzfCCnHJe/htZsqdp7w8sUqIZgTD65B0AgizGAw8Pnnn1NUVMTjjz9OQMDd3RfVYDKQok2hhZOUI5hTlsPTu55mWsg0hrcYjqoGPYnri6KcLBzdq7x5Zp2OnM8/x3nCBKxuk8spiiKRWxI5tukyAP0mtqbj4Lv7byrTtGnqOYIydwjlugxSkpfj7/8I1tbV3+EymUxs374dgPDw8BqLQACFvRq1rz3WrV1qLQIBBAQc3D3Q2NnxwOvzLSICRVHk2KbLRG5JBKDzkEB6j2tZbyJQFEUK164lc/EHmLVaFI6OeL8xF8fRo+vleDUlXZvOz+d+Zm3cWsqMZQB09OiI/q+erX8ahnJJ8CUdgaTDkHz8+gqePZ+qasIdPgf6vyRVVWyC4WwyMn/F1rY5Li59yM8/REbGegICat5WyOI06y3dQAqzTo+SRGHSYbD3rBKB5YXwRTfpsxbYG5r1kTyGPmENUoRGrVYzZswYHBwc8PS8+0MJ1Up1pQg0FeuJ+W0/8UIccw/M5duob5kVNqvRBeG1IjA3JQk7Z1c8X3658jVRFMl4+23sBw3CYeDA6+YKgkD3kS3Q2KrY/784DqyJw2gw0fW+5g1lvoxMrZA9gjK35NKlj0i88jWeniMI7XDLoq3XcezYMbZs2YKLiwvPPvssqloWLhGNZhBAqGO+nSiKFOfmWEQEmgxmIn4+T9zxTAQBwqe0oUN4/fWDMmRlkf76XEoOStUg7QcNwvudeaibwMWDKIosOLKADXEbMIpGAPr79efx0Mfp4tmlyYT9NBj6UihOl8LPQCqZ/8VfNuScm0kXnoG9oO0osJerzcncuWRmbeHs2eext29Lj+5/3Dmf+Yxo+HUyFKVc/7qVvSQKh70H7nI0g6URRZGsr85gSC4mtWsp85VLSS6WWi01c2zWJAThlajT/P7vRfi1DWHcq2+jqAjBL46IIOVZqVeiyyOP4Pny/6G4QQG8cwfS2L3iAojQfWRzuo9qced8LmTuGmSPoEydMZnKSE1bBUBgwIwazU1Kkqq7DR06tMYi0JBThsrNGkEQEFS1F4Bxxw7h17Y9to5OCIJgsXDQvatiiTueiVqjZNjMDjTrUL8VwwS1mvILF1A6OeH15ps4jhrZ6CeVq7kdgiAgiiJmzIxoMYLHOjxGG9c2jWpbg3LV43d5PyTuh5RIqf/Zk3uk991aQYtwqW1DYC8I6AWO9d9OREamofBwH4xa7YqVlQcmkxaV6g5pSeIdCi/FSJVIrxyCKwel+9x4iNtRlZMLcGI5CAoIugecLR/uJ4oiiYmJNGvW7K7NFbyKIAg43decnO+j8Tttx7rnV7Fdu5tvo77lStEV5h6Yy7GMY7zb991Gs9HZ2weVWk3i6RMcWPkz4VOl6x/7gQPxnDOHrE8+If+//6X0+HH8/v0RmpbXFz0L6eeLUq0g4qdzRG69Qsuunrj5yn0GZZomskdQ5qakpq7iQuwbODqE0a3buhqJD1EUSUpKIjAwsEbzDNmlZH1+CuvWLrhOaVtrIRgfeZSNHy3C2dubhxcvtVh1UICinDK2fhvNoGnt8Aion4seQ2YWKhdnBCspL6z05CmsAvxReTSu9ygyI5Jvor5hUptJDGk2BICMkgwMZgMBDv+gfIi4nXBwKSQfA5PumjcE8OsCj+2oauwuI3OXYzRqUanukgvdojRIPQntKoqbiSJ8GgaFFa0rXFtKgjDoHqllhQXCuNeuXUt0dDTjx48nrBrVKe8G8tfGUXI8A6tmjnjMCsOEic0Jm/k26lsW9VtEZ0+psqhWr8VObdfgm5/JMVGsWfgmotnMiBfm0K5vVXuSsuhoUv/vZQxJSQjW1ni9MRfnCRP+ZmP8iSxEUaR1t5pVS5eRsQTV9Qje3VtPMrVGFEWSU34CICBgRo2/hAVBoFmzZjUTj0YzeatiEfVmUCtAWbsv/tTY82z+9ANE0UybPgMsIgK1+eVc3TRxdLfhwbnd60UEiqJI4aY/SLj/fnK++abyddsunRtNBIqiyNH0o8zYNoMZ22dwNP0ov5z7pfJ9bzvvu1sE5l2G4z9I3oKr6LWSB9Ckk1o49HoGJq+EVxNh5p+yCJT5R3HXiEAAR98qEQggmqHPc9BmJGgcIe8SRP4Aqx+BD4Pg+H/qfMigoCAA9uzZg8lkqvN6dwJOw5ujcFCjv1JEydF0VAoVY1qNYdPYTZUiEOD1/a8zdctUjqQfaVD7AtqHMXD6TAB2fL2UzIT4yvdsQkNpsW4dTmPGIJaXk/HW2xSu3/C3NVp19bxOBOZnlCCa7x7ni8zdgXy1InND8guOUFISh5WVJ56e91V73v79+2ndujXe3t41PmbhzisYUrUoXTS4jG1Vqx3A3JRkNny4AKNBT+igofSZWP2ehzcjJTafrV9H0XV4c7oMawZQL7uTxvx8MuYvoHjbNgDKL15ENJsRGilUSBRFDqcd5puobziVdQoABysHHmn3CA+1q/vvtcmiK5ZCPS9FQHwE5EtV4Oj4kJQ7BNBiADz4MzTrJzdrl5GhYhOr8AQAzs633YS+c1Aooecs6WYySj0ME3ZD/J+QfBQ82laNPbNKCjFtNUTyGFpXr4pqWFgY+/btIy8vj+joaDp16lQvP0pTQmGrxnl0K/JWnKdwWyLW7dxQOWtQXtMSp6C8gOicaHLLc5m5YyY9fXryQucXCPNoGK9pp2GjyEpM4Ozunfz+0SIefv8TbJ2kwnVKezt8P1iMXb++FPxvNY6jRt5yrYzLhWxcepqgjh4Mmta23vsMy8hUF1kIytyQlJT/AuDnNwWFonpl65OSkoiIiGD//v289NJLWFtXv7F1+aUCtPtSQAGuk9uisK75v2ZxXg5r33+bcm0xQV17cO8Tz9ZZsMVFZrLrp3OYjSLZScX11vdIu3cvaW++iSk7B4WtLZ6vv3bDUJOGZFPCJt448AYAThonpodMZ3LbyThY3SE5QLVh88tw4kcwG6tes3aSLupaD6l6zdYVQsY0tHUyMk2WzMxNxJx7EWen7nTtuqqxzakflCqpyq9/N6nKb1mBVFzmKtG/QfxOOPkzKFRSUajWQ6DNiFsWnlEqlQwYMIANGzawd+9eQkNDUSrv/h6hNh3csA5xo/x8Lrr4fFTdrt9AdrZ2Zsv4Lfx64VeWnV3G0fSjTE2fyqCAQTzf+XlaubSqV/sEQWDw48+Qm5JEVmICmZcv0aJT1+vGON1/P46jRlWeq03FxRTvisBp7Jjrzt8mvRlRhNijGRgNZoY8HoJSFoMyTQA5R1DmhuQXHCcl5b8Et34Tjeb21SlFUeSHH34gJSWF8PBwBg0aVO1jmcuNZH56ElOBDofBgTgNaVZje/XlZax8aw45SYn4BLdl4psLUWuqL0RvxOldSRz8TQoHCRvkT78JrREUlhVmZr2ezIWLKFi9GgCbrl3xXfw+Vo3QU0oURZKLkwl0DASkRsBTt0zl/pb3M6nNJOzUNW8B0mTRaaXm7XHboffz4BEsvb77Pdi3RGo+3XIQtBws5fzJjdtlZG6J0ajlwMHemEyl9O61C1vbFo1tUsOTEQ0Xt0P8LslbKJqr3usyDUbfvPK2yWTiq6++Ijc3l9GjR9OlS5cGMLjxMRXpMBbo0ATe2ntaqCvkp5ifWHF+BWXGMqyV1uyauAsnTf232tHm56HNy8W75a2ryIqiSOrsf1G8YweOI0bgvWABSvuq82b6pUL++Pw0+nITLTq6M+yJDijVshiUqR/kqqEydcLFuTsuzt2rPf7cuXOkpKRgZ2dH3759a3Ss4j3JmAp0qP3tcRxUOwGk1lgT1KU7ZqORca+8XScRKJpFDq2L5/QuqaR17/Et6TykZkVvqougVmNITUVQq/H412xcH30UoYF3gkVRZF/KPr44/QXpJelsf2A7dmo7bNW2rBtdsyJBTZr8RLi4Ay5uq8jvq+hx6NqySgj2mCXl+9nUvm+ljMw/EZXKHk/PkaSnryEtbTWtWr3a2CY1PN6h0i38ZSjLh0u7JWF4cRv4XBPumXwcTi6X2scEDQC1TaVXcN26dezdu5ewsLBat126k1A6alA6/r0Fw19x0jgxu8tsprabyndR36FRaipFoFk0ozVocbSqXihuTbF3ccXexbXyua60BI3t3zdGBUHAYehQtAcOULRlC+XnzuG39FOs20iVtH1aOjHmxc5sXHqay2dy2Pb9We57sgPKOlRHl5GpK7JHUKbOGI1GvvzyS/Lz8xk5ciTdu1dfQAKIBjOFOxOx6+6N2sO2Trboy8vqXBzm6MYEIrckolAIDJrejjY9a57veCvMej3moiJU7u4AGDIzMRUUVJ4sGgpRFDmSfoQvTn1BVE4UAJ42nnw26DPau7dvUFvqFVGEZcOkHfpKBCm8K3gYhIyV+4XJyFiAgsITnDjxIFZW7vTtcwCFov4bs98RmIxSuLm6YoNy21w4UtGeQm0rRR+0HYW59TCWrVxHy5Yt6du3L1ZW1UvLuFsoi81Dn1iE07DmNZq39fJWFh5ZyKywWUxuOxkrZf393i4c2seu/3zJuFfm4dc25IZjdAkJpM7+F7q4OASNBu+338Jp/PjKTdXs5GJ+//QUuhIjQZ09uO/JDnfPhqtMk0GuGipTK9IzNnD69AwKCqovqCMjI8nPz8fd3b1W4SyCWoHziKBaicCoiG1o8/Mqn1uiQmj7/r64eNsy8rkwi4tAXVwciQ9OImX2vxArqsOpvbwaXASezDzJY9sf48mdTxKVE4WrtSuvdH+FzeM339ki0FAOsdtg4wtgKJNeEwRw8JEq/oWMhbHfwJx4eGKXlOcji0AZGYvg5NgFW9tW6PU55ObuaWxzmg5KVZUIBOg6HQa+IXkJDaVw4Q/Y8BSKfwfzuPspBg4c+I8TgaZiPbn/PUfx7mTK4/JrNPdg6kGK9EUsiVzC6A2j2Za4jfpycqTHxaIrKWHTJ+9fd+1xLZqgIJqv/h9O48cj6nSkv/Em6a+9XnnO9whwYMzsztg4WhHc3UsWgTKNiiwEZa4jJeVncvP2UVp6uVrjTSYThw5JZfXvvffeaie4i2aR4r0pmMuNtx98E87u3snO775g1bxXMOr1tV4HoLzEUHnisHexZvLbPQkMsVw1SFEUyfv1Vy5PmIjuwgWM2dkYMzMttn5NbVl8bDGRmZE4Wjkyu8tsto7fyiMhj2CtqlteZaNQXiQVaVg9HZa0hJWTpLCrS7urxoxYAnMuwYPLodMUsHNvPHtlZO5SBEHA13ciAGnpaxrZmiaMRxsY8ArM2gsvxsCIj6BFOIgmBKuqDVGxJBdO/hdKbyw47iaUDlY4DpbqA+Svj8esr34bjXf7vsuXg7+kpVNLUrWpzNk7h4e3PMzJzJMWt3PAw48R0D6MkoJ8Nn2yGJPxxtcwChsbfN9bhM/77yNYW6Ows7su7cMj0IFH3u1Nyy63r8EgI1OfyKGhMpUUFp0hMnI8KpUz/foeRKmsnigoKCggKiqK/v37V3tnS3swlYJNCaj97PF8rlONd8SuRJ1m3eJ5mE0m7n3iGToOGVGj+ddSmF3KxqWnCe7hTc/RQbVe52YY8/JIf+NNtLslYeL0wHi8585FYddwxVdi82Jx0jjhbSd5OA+mHuRM9hkeCXnkzq0Cqi+F1dOkoi9mQ9Xr3mHQbjSEPQguNS88JCMjU3v0+hyOHR+Dt/dYWga9LHs7aoI2G8wGTHZeREZGEnX4Tx4tWIJaIUgta9qPlfIKbV1vv9YdiGgyk/X5aQwZJdiH++E8ombnY6PZyIb4DXxx6gtyy3MB+OSeT7i32b0WtbO0sID/vjYbbV4unYffz6BHZ91yvC4hAbW/P4oKL6+5pORv5//0S4Wc3ZvCoGnt5JxBGYsgh4bK1JirLSN8fSdWWwQCODs7Ex4eXu0TviGrlIKtiQA4Dgyo8YVCdlIiGz9+D7PJRLf7x9dJBOakaFm35CRFOeUkxeRiMphvP6kGaA8cJGHMGLS7d6NwdMTv00/wXbSowUTg5cLLvLz3ZSZsmsAXp76ofL2vX1+e6fTMnSUCi9IhanXVcytbKEwB0QTN+sKw92F2FDy1HwbMkUWgjEwjIOUH7qdVyzmyCKwp9h7g6IsgCJw6dYrUAh0n3cZLec6XImDj8/BRa1jxIJxd29jWWhxBqcDlgdYggPZAKvo0bY3mqxQqJgRPYMv4LTzd8WlaOrWkv3//yvfNomXO77ZOztz/4usolCpObd3E+QN7bjleExRUKQJNRUUkjB9P1r8/rgwVNRnN7PwhhovHMtn+/VlMRsteh8jI3ApZCMoA0i5uZuZmQMDfb2q15iQmJmI21+wLSzSayftfLBjN2Hb1wqZDzUL0tHm5rF88H31ZKcG9+xP+0KM1mn8t6fEFbPj4JKVFevzauDDmxc4WL+VcHhODKTsH227dCNqwHsf77rPo+jcjqzSL+YfnM+73cWxP3I6VwgpnjXO95U3UG9osOPY9/DgCPm4H62ZCXkLV++O+hv+7CDO2QO9nZPEnI9MEEAT50qIuKBQKBgwYAMBBQwjGf12A+5dC0EBJFMZth+PLqiaIolSQ5i7AKsABu14+YIaCDfGI5pqfs2zVtjzT6RnWjl6LRilVJC3UFTL297Gsjl2NyVz9sNOb4RvcloGPPgnA7p++w1BeXq15pcePY0hJJff770meORNjfj5KlYLhT4WisVVx+UyOLAZlGpS7vzaxTLVIS1uNKOpxdx+Mjc3tWzikpaXx008/4efnx+OPP45CUb0Tf1FEEoZULUoXDc731yzsw6DXse6D+RTnZuMb3I7hz7z4/+ydd3gU5RaH39mauum9EEhIqAkJEDpSpKkoCmIDy7Ujitj1XsR+vYoKiGLv12tDKSqiIL1DEjoJCSmk92w2yWbb3D8mJKDphSQw7/Psk2Tmm2/Owu7MnPOd8zsIzTzvX0k/WsRv7x/BYrbRa5AXk+7sh0rdPm0bbCZTbfTP4647UXl743L19AvSFqLcVM6nRz/ly+NfYrQaUQpKZvaeyX1R99WmhXZ5TJVw+Fs49iOk7ajrxaXUQNgkSRDmLP7RnWOjjIxMo5jNevLy1qLTRaLTRXa2Od2OiIgIvL29yc/PJ+FUBkOG3EoAuSYAACAASURBVA6Db5eCY8d+AtfgusFZcfD1bBhwHQy8XuqD2o1XY12mhFB1tAhLaTXWEiMqj9aJwCnP6f+6LmUdqWWpvLjnRb5N/JanYp9iqG/LFM7/StSkaRiKCwkfPhq1XfOyqJwnTiT4k0/IWriQil27SZ05k8Bly/EaOIBrHo5mzdL4Wmdwyt1yawmZjkf+hMkgiiLZOT8AEBgwt1nj//jjDwCCg4Ob7QRWp+sp33IGBHCfHYHCrmVxCJVaQ3jsSNz8Arjm8X+haqWqWtqRQn599zAWs42+I/2Ycnf/dnECRVGk5JtvSJk8BXONEIygVOJ67YwL1hswpyKHj458hNFq5PLgy/nxmh95buRzXd8JtFSf84cIvz0NqdtAUEL4VLj2fUnp86avwad+yW4ZGZmuw5kzn5CYtJgzZz7rbFO6JQqFgrFjxwKwfft2rDVphDh5w7B7IWJa3eCUTVBZCPs+gI8nwbIo+PMlKErpBMvbjsJOhedt/fB9ZHCrncC/ckvfW3jjsjfwd/QnqSSJf2z4B49seYQsQ1ar5xQEgdE33op3SMuC2o7DYun54yrsoiKxZOeQfsstlK5ahVewM9c8HH3+yqBVXhmU6VhksRgZ4Gxq6M8EBt7aZFpPUlISX3/9NXZ2djz00EM4ODSv7YN+Yzr6jRk4jwvEZWrPVttqNhqbHX2rj4qyan5cEkevQV6MvC60XepYLCUl5PxrEYZNmwDwfvJJPO64vc3zNoXVZmVn9k7GBNQJ9Xx69FNifGKI8orq8PO3CbNRarR8+Dupx98jx0FV01h4+5vg5AN9rgB7t861U0ZGpsVUVZ1h1+5xKBRaxozei0rVjeqRuwg2m413332XwsJCrr766obbM4ki5B6WrqVHV0F5Tt2+PlfBjf+9MAZ3A4wWI58f+5yPj35MlaUKjULDk7FPMjtidpvnPr7tTypKSxh69cxmjbeZTOS98gql33wLQMh332IfGUlBhtRn0Gy0MuORaPzCXNtsm8ylR3PFYmRHUKZFWK1W3nvvPQoKCpg8eTIjR45s0fHG5BK0IS4ILUh3OLL5d3oMHITOs/Uyy2c/52edpepKMxp7Vbs4gRX79pH92ONY8vNRODvj9/xz6K5ovYBNcxBFke1Z21kat5RTJadYeflKRgeM7tBztgs2G6TvlFI/j6+F6jJpu6CAO36D4GGda59Ml0EURcxWEYvNhoOmLnsgs6SSKpMVqygiitIzsIj0u4eTBj8XaQXBUG0hOV8Sm1AIoFQIqBQKVEoBlULAz8UeTc116Ox8KoWARqlAoei+aXVdibj4OZSU7KZPxMsEBNzY2eZ0Sw4dOsRPP/1EWFgYc+bMafoAm1VKqT/0Pzi+BqLnSO1zAKrLITtBEtdqZVnFhcZmslK+KQNtmCt2vdsvKJhbkcvSuKX8cvoXPpnySZvTRAvPpPP54/MBmPnUc4QMGtzsY0tX/Ygp9TTejz1Wuy0vTU9lWTU9o7zaZJfMpYvsCMo0C4ulHIXCHoWieWmacXFxrF27FldXV+bPn49K1bFlpom7d/Dz0ldxcvfgjjdXorFvedN50Sayc1UygkJotxVAANFqpfD99ylc8Q7YbNjHxBDw+muoAwLaZf6GOFp4lDcOvMGBPOmz7ufox7+G/4uxgWM79LxtxpAPH4wD/TmpOH6DIPIGGDATnH06zTSZtmGy2CirMmO1ifi6SKv11RYr3x/IpKLaQoXJSpXJQqXJSpXJSoXJwu0jezIiVOrV+c2+DN7amES1xYbZYsNsFTHVpETZqRWcfLEuDW7iG1tIKaio147bR4bw3NX9ATiQVsys93Y3aPNvD4+hj68OgEe/O8SquMzafRqVAjuVAnuNkkFBrrw/V7qXWm0id32+H3uNEjuVEketCic7Fc52Kpzt1IwM9SDUywmAskozeqMZnZ0aJzsVykvQuczJ+YnjJx7DxSWGIYPlvoKtwWq1kpiYSJ8+fZpdhlFLdbmUeeFU40zEfQlr54NrDxh0M0Td1OUFtsp3ZlG27jQqT3t8FsQgtLOgW2pZKj1d6jKUPj/2OaP8RxHmFtbiuXZ9/zW7f/gaOydn5vx7KS7erbunGRMTsVVU4hBTVwNfVlCJztNeVuKVaTbNdQRlsZhLnOSU1yks/JO+fV7Bw6NxR8JsNrO5phfehAkTmuUE2irNFH11At2UELQ9dC2yLTc5id/eeROAmCuuaZUTaLPa2PzlSU7uyUWhFOg3yg833/Zp3WA8eVJyAkURj/vuxWv+fIQOdIxzK3JZFreMn0//DICL1oW7B97NjX1urFVG61Los6U6v6ialQBHL9A6g0uw1OMvcrbUWFmmS2E0WymuMFFcYaLQUE1xhYmJfXxwcVADsHJLChtP5KGvkhydsiozxpq2K4N7uLHq/rosgX+tPtrgeSb08a51BM02kTx99d/GqJUC6r88/Aa7S9cBVc32s89FgiDgo6tLGXfQqIgMdEEAbCKYrTasNhGrTcRss2Gnqqvb1agEHDRKLDUOqMkivfRGCyWVdT0qjWYrmxMLGnxPb86OqnUEf4jL5MWfj9fuc7ZT4e6owc1Bg6eTlg9vHVz7ULfhWC5A7X4vZy06u/bJWOhMvL2nkJi0mLKyOCorU3FwaH1JwKWKUqmkX79W1kVrnaXXWQQBdIFQmg5b/i29eo6FmNug7/S61PwuhNMwPyr25mLJr0S/5Qwuk9rXcT3XCYzPj2fJgSUsFZYyp98c7o+6Hwd18587Rsy8kbzTpzgdt5+1b77CTS+83mItA0tJCZn3z8NcUIDfc4txnTmT7FMl/LziMP1G+TPq+rBuf12Q6VrIK4KXMBZLOTt2jsRqrWRY7HqcnMKbGG/h4MGDJCUlccsttzQrOln8zUkqEwrQhOjwujey2RcwfWEBX//zESpKSxg4YTKT7nmwxRc/i9nK7x8dI/VQISqNJM8c3M+jRXM0RfEXX6IJ7YXTqFHtOm99LI9bzodHPkStUDOn3xzuGngXOk3LnOsOx2yEkz9Dwn8hZTMgwkMJ4F5zs9XnSLV/3SQt6WLCUG0hT28kr8xIrt6Ir86OkWFS+5akvHLu+vwAxRUmDNV/l6Ff/cAoBgVJdSrPrjnKF7vTz9uvUgjo7NVEBrrw2R2xtdsXrT6KnVqBg0aFg0ZZ85J+HxDgQlCNU1duNGOotmCvVqJWKmpeQqc88IiiSLXFhtFspcpsRUCoXeU0W21sP1VAlclGldlKRbWFcqOZ8moL5UYLNw0NZmCgCwBf7kln5eZkyo0WDCYL595q3R01xC2aVPv3qFf/JKu06jw7tCoFPjo7bhsZwp2jpe9PTlkVO5OL8HbW4qOzw0enxcVe3aUfDI+feIqcnO8J6XE/oaGPNX2ATIPo9XoMBgP+/v6tn8RmlQJ0Cf+FE+vAUqPCHDoB5v7UPoa2M9WpZRS8fxiUAj4Px6D2anlQuDmUVZfxdvzbfJf4HSIi3g7ePDH0CSb3mNzs75jRYOCrZx6mLC+XqElXcPld81pkg2ixkPef1yj5Uurr7DZ3Lsar7mL9B8ewWUUGT+3B8BmhLX5vMpcecmqoTJOcOfMZSadexM11ODEx7V9MXnW0kKKvTiCoFXgviEHt2Tz1L5Oxim+efYKC9FSC+kcy85nnUarULTq3udrK+vcOc+ZECVoHFVfNj8K3l0tr3kYtosVCwdsrcBgcg9PYjk/DtNqsZBoy6aGTIqAGk4ElB5Zw18C7CHQO7PDzNxtRhJwEiP8KjnwPxpq6P6VGUvyc8C955a+DMVls5JRVkVlSxYheHrU1bovXHGVHciF5+uq/OXhXRvrxzs2S+ERGUSVjX5dW+1UKAQ8nDe6OWjydNLg7anhgfBjhPtLKQkqBgeIKEzo7NTp7FS72auzVyi7tjHQ2NpuI3mimuMJESaUJo9nGqLC6HqqLVh8lp6yqdiW2oLyaCpOkEvnk1D7cP0568Ft/JIf7/xt33tz2aiX+rnYEuDmw7IZBuDlKKxDJ+Qa0KgW+LnaolZ0XeCkp3U/q6aUEBt2Kt9eUTrOju5ORkcHnn3+Oh4cH9913X8vTROvDWAZHfoADn8KweyDmVml7UYp0Te8zHVStU+dub4p/SKLyQB7aXi543j2wQ683xwqP8dKelzhaJGU0jPAbwdPDnj5v9bAx8k4n879Fj2G1WLjiocfpO+qyFttQumoVOc89D2YzDsOHY7rrWf74Og3RJjLs6p4MuUJeXZdpHNkRlGkUURTZs3cqlZXJDBzwDt7ejTc6t1gsLaoHtBpM5L0Vh63CjOv0XjiNal7dnGizseaNl0k5sBc3P39ueukN7J1apjZnqrLw8zuHyEkuw95ZzTUPR+MR4NSiOf6KOSeHrEcfoyouDqWnJ2F//I7Cvn1kretjV/Yu3jjwBqXGUtZdu65F6SkXHGMZvN4brDWpfX5RED1XqvtzcO9c2y5C0osq+P5AJpkllWSWVJFVWkWu3li74rTn6Ym1K1j3fnmADcekViYalQJfnR2+Oju8dVpie7pz64gQACxWGxnFlXg4XRwpiRcDFdUW8surcdKq8HKWUvYOpBXz1Z508surydMbyddXU17j4AsCJL44rVYAZ9bKXRxIL0EhgI/OjgBXe4I9HAjxcGRoiHttWq5M98BisbB8+XL0ej2zZ89ufbpofZxVXTrrXK5/Eva+Bw6eUi3h4NvBo3NXoawVZvLePICtwoLb7HAcYzq2ptxqs/Jj8o8sPbgUvUnPzN4zeW7kc80+/tAfv3LwlzVMX/gUXj1a57RVxsWT+dBDWAsLUQcFUf3ga2xdX4wowsiZYURPCm56EplLFrlGUKZRSkv3UVmZjEbjjafnxEbH6vV6PvjgA2JjYxkzZkyTD4miKFK6OhlbhRltLxccR7QgjUUQCOzTn6zEE8x4YnGLnUAAq8WG0WDGyU3LNQ9H4+rTNieqfPNmcp56GmtZGSpvb/yXvN5hTmBKaQpvHHiD7VnbAfB39CfTkEm4W+NpuxcMqwWSN0pqdFcvB6Ua7FykSLJCBdG3gO/AzrayW2K1iWSXVpFWVEFaYQWphZWkF1WQWlTBFQP8eGyKtKpaUF7Nis3J5x2rEMDf1Z4AN3uqzNba7Y9PiWDhpHB8dXaNphCqlAp6ebUtWCLTvjhqVfTUnn+LHhLizpCQ84MreqOZ7NIq8vXVtU4ggKeTFl+dHXnlRnLKpNeB9BIAbhvRo9YRPJGj56lVh+nh4UiIhwPBHo709HQgzMu5ti5UpvNRqVSMHj2aX3/9lW3bttG3b9/2C9gIwvkN6P2iwGcA5B2FXculV8/LYMgdUjsK5YX/XCgd1bhc0YuS75OoTinrcEdQqVByffj1XB58OSsPreS+qPtq9+lN+ibLMiIvn0a/sRNQa1vf6sohJpqe339H5vwHMR47RpAqmwm3RrPp8xPsWpWMSq1g4LgulB0k0y2RHcFLlMwsKRXU3382CkXjF/WtW7diMBjIyclp1o2n6lABVUeLEDRK3GaFI7RALU8QBIZMv44BEyZj59i6B1N7Zw3XPByN1WJD18x01PoQTSby33yL4s8+A8Bx7Bj8X30VlXv7r3KVGEt4J+Edfkj6AatoxVHtyN0D72ZOvzldQwim+DQc/FySJDdIK0z0vQr6XCn9fuWSzrOtm3G2rUFyvoGZMQG136lZ7+0iPqO03mOS8sprf+/l5cSCib0JdLMn0M2BQDf7BtP/wrzl3m0XOzo7NTpfNX18z9/+3lxJvt5stZFbZuRMcSXpxZWkFVUwrGfdNSylwMChzDIOZZb9bW5PJy1r54/C31W6jibnG3C2U+HtrG2xE1JWlkBO7k+EhT4m9xRsJdHR0Wzbto3c3FySkpKIiOiglPuziqKZB+DgZ1JvwtSt0mvY/TDt1Y45bxM4xHijdNWibWOZR0tws3PjmWHP1P5tspqY++tcQl1DeTr2abwc6m/vIAjCeU5g1snjBPRp+Squ2s+PHl99iWHLFnTTpqEDLGYb279LwtGlCzwbyHR7ZEfwEsRmM2MwHAcUBPjf0OjYwsJC4uLiEASBCRMmNO8ESgWCvQqXaSGo3JsXDcs6eRxHVzdcff0AWuwEGkqqSdqXS/TkYARBwNG17RfIrEcfo/yPP0Clwnvhw7jfcQdCB4iciKLIA5se4EjhERSCgtnhs5k3aB4e9p2cumWzScIvBz6B05vrtnuESb2pAprMOLjkyS83sulEPqfyDJzKLyc530BOmbF2/8hQj9qH7CA3B7JLq+jh4UhPD0dCPKUVmhBPR3p41K1quztqWDipi6wQy3R51EoFQe4OBLk7UF/X17HhXvxw3wjSimpWoAulV0qBgbIqE97OddfSJ1cd5mB6Cc52KkK9nAjzdiLCx5k+fs7089Ph4dTwdTcl5XVKSvfg7NyvyfuOTP2o1WpGjRrFhg0b2Lp1K+Hh4R2Xxi0IEDRUek15WWpWv//DOhVokBxFQYCA5vfMa5tJAnahndtc/WTxSXIqcjhddprd2btZOHghs8JnoRAafjb489P3if9tHVPuW8CA8ZMaHNcQCnt7dNPqWuiEupVgZ7+VkL4jWvUeZGTORXYEL0EUCjXDh22gvPwYdnaNp21u3rwZURSJjo7Gy6t5jU0dBnqi7alD4di89JHi7CxWv/YCKBTc/NIS3HxbpoimL6xizdJ49IVGVBoFkeODWnR8Q7jfdivGEyfwf/01HKKjmz6ghVhtVpQKSWTj3sh7+erEVzwx9Al6u/Vu93O1CkGAjc9BcQqo7KD/dTD4Nggadn4a0SWOyWIjOd/AiRw9J3L0hPs6M3uI9Bk8U1zF0z8eOW+8RqUg1MuJ3t5OWKx1Ndpv3TDokuw1J9O56OzU9aac2mwi+eXVqM5ZaXaxV+PqoKa00kzCmVISztStYN82ogfPXzMAgNwyI7tSCunjqyPM2wmNSoGf30xKSveQk7NKdgTbwODBg9mxYwfZ2dkkJyfTu/cFuF/Yu0piMrF3n3/t/30RZOySgoLD7oV+My6YuIwpp4KKvTm4Xh3aoqyjthLpFcmaa9bw8t6X2Zq5lRf3vMi6lHUsHrG4wd6D3iG9ANj0yXv4hPbGKzik1ecXbTayn34Kc3IK6eknCHpnBQV6DRaTlaC+ck2+TMuRxWJkGiQ7O5sPPvgAlUrFgw8+iItL4+kYNpMVhUbZ6Ji/UmUo53//epSSnGxChwzj6kefQaFo/hwluRWsWZpARWk13j2cmf7QIOya6YD+FdFmo3L/ARyH1cnfi2Yzgrp96yFyDDksObAEdzt3/jn8n9J5ar6HnSbSYbXAqQ1SGtCVb4JrjTN96BuoKpGiwPZunWNbF+THuEy2nyrkRI6e5HwDFlvddXR8hBef1rRQ0BvNPLfmGGE+TvT2dqa3txNB7g6ywyfTbRFFkaIKE8n5Bk7lG0jKLedEjp5bhgdzbbRUr7Q6PouHv00AJBXaMG8nBvipmeJ1FwqMDB36BzrnXp35Nro1O3fuJD09nfHjx+Pn59c5RtissHExxH1RpxTt6C3VEQ6+A3QdZ5doFcl9fT/W0mpcrwvDKfbC/xuIosgf6X/w733/prCqEJVCxUPRD3HHgDvqHf/bu0s5tnUjbv6BzHnlzVb1RT6LMSlJ6jWYlYUxZCB7w+5HUCq4ZsGgNqujy1w8yKqhMvVSWZmKUumEVtv06t4XX3zB6dOnGTlyJJMnT250rKXUSP7bCTiNCcB5bGCzInRWi5lVryzmzLHDePXoyY0vvIbGrvk1fYWZBtYui6eq3IxfmAtXPRCFxr51i9yWkhKyH3+Cih07CPrg/Q5pD2G0GPn02Kd8cuQTjFYjjmpHNszcgIu2Ey/cZVnSjTzuCyjPlrZd9iSMf6bx4y5yRFFqcH44s5QjWWUczizjPzMja9U4F36bwE/xWYAUIA/xcKSvnzN9fXXE9HA7rzWAjMylxs7kQr7ak87J3HLSiipqFW3v6P9fRgfsJSjofsJ7Sz0Ffz2Sg7ezln7+Ohw0cpJScxBFseso+5oq4ch3sPcDyD8mbVOo4Ib/QkTjauRtofJQAcX/O4nCQYXPo0NQtjIA3Fb0Jj3LDi7ju6TveHHUi8wIm1HvOHO1ka//+SiFZ9KJGDmWKx96vE3/h5aiIjIfmE9lwiFO9r+dHK8haB1UXPtoTJtV0mUuDmTVUJl6OXXqFYqKtzFgwPJGezoZjUZMJhNarZbRo0c3OqcoipT8cApbhRlTRjk049omiiKbPnmPM8cO4+jqxownnm2RE5iXpmfd8gSqKy0E9XNn2n0DUbdwNfIsVYcPk7ngYSw5OShdXUHZunkaQhRFNmZsZMn+JWRXSM7W1JCpPDL4kc5zAlO3wd73IfFXEG3SNo8wSSY86ubOsamTKa008dmuNI5klnE4q4yC8urz9h/LLqt1BGfGBDIkxI2+fjoifJxx1MqXUhmZs4wK86wNhlRUW0jKK+d4jp7M3KuAveTn/0TvsIWIooInfzhMebUFhYC0chjgQlSgK9HBrvT103VqD8SuSpdxAgE0DtJ9I+Y2SN8p3VdSt0Lw8Loxxang2qOuPUU7YB/piXafC9UpZeh/T8Pt2s4pqdBpdCwasYjZEbPPU/fenrmdSK/I2nu8WmvH9Eee5qunF5K4axtB/QYQNemKVp9X5eFB8OefkfPMP4n49XPM/dUUekaxdlkC1z0eg4tXF245JdOlkFcELyGqqrLYtfsyBEHF6FE70WgaFyMRRZHi4mI8PBofZ9iTTenqFCkyt3AwSuemawTif1vHn5++j0qt4YbnXsU3rPniF6Io8uPrB8k9radnlCdT7hqAUt3yG4woipR8/TV5r/4HzGbsoiIJXLoUdTum2pisJuZtmsfenL0AhLuF81TsUwz1Hdpu52gV39wiCcEo1JL655B/QMiYS6L2r9xo5tCZMhLOlCAIAg+MD6vdPvC532vH6exURAa6MjDQhYEBLgzv5YG7Y9doriwj0x0RRRu7dk/AaDxD9KAv0DgO48V1xzmcVUZSXjlW2/nPIy9e05+5Nb0u8/VGBEGo7akoIzWZ37ZtGxMnTuy8FNH6qC4HbY0yrNkISweAvTuMeAAibwB161sqnIs5v5K8pXEging/MAhNYNdQo00tS2XW2lnotDoWDV/EhOA6ob0TO7fy6/LX8QwOYe6ry1C0MfAsiiKFK94h770PSbzuTXILBHSedlz32OB2Ec2T6b50+RVBQRD8RFHM6azzX4pkZ38DiHh7T23SCQQp6tiUE2gpMVL2axoArjPCmuUESnMrEBQKJt+/oEVO4Fm7pt0XScLGDIZd0wtlKyLGtooKcp5djP6XXwBwmzMHnyceR9C074O+RqnBVeuKi9aFBwc9yMzwmagUF/hrV5QC+z+CiCug5xhp28gHwTdSiuQ6d2w/ps4mq7SKXcmFxGWUEp9RQmJeeW2qmo9OW+sIOtupeXxKBMHuDkQGuhDs7tC1Iu8yMt0cQVAQFHQbxqpM7OwCcNCq+M+sSACMZisncvQczSoj/kwp8RmlxPSoq0v+eGcq7289TZC7PTHBbsQEuzG4hxt9fJ3PE7S5lDh27BjJyclotVquv/76zjanDu05DllxihRwLEyEdQ/Bny/C0Lth6F3g2DZlbLW3A06jAzBsy6RkdTLe8wZdUOGYhlAJKvp79ic+P54FmxcwLWQaTw17Cnc7d/qOugybxULvYSPb7ASC9Dzk9eB8dFdeQbh/MGveiic/vZx1KxKY/Uwsii7w7yHTtbngK4KCIEwCngcOi6J4XwNjFDVjKgAnQAn8UxTP5rDVj7wi2DA2m5mdu0ZjMhUSE/MNbq71r0hZrVY2bNhAbGwsnp6N1zmJokjhJ0epPlWK/UBPPG7p2yKbSvNycfXxbXpg7fhKXLzt2+Xh3FJYSOp1M7EaDPi9+AIuV17Z5jlB+jf5Pf13ApwCGOApKegVVhWiElS42l1A2WubDVI2SWk6yX9I28Knwc3fXDgbOgFDtYVDZ0oJcnMguKblwsotKfznt5O1Y9RKgX7+LkQHuTIoyJWro/zlm6WMTBfnhXXH+WZ/BpUm63nbHTRKrhnkz7+vi+wkyzqPsrIyli1bhiiKzJ8/v8nAbadhNcOxn2DX25B7WNqmsodBN8Hkl0Dj2OqpbdUW8t44iK3Kgtf9UWj8u0Z9nE208b+T/2NZ3DKqLFW4aaV+hFNCpnRogNFoMLPmP7sIObWG6CWPoAmUG85fqnTJFUFBEFyBw0jOXWM8D/QVRXFWzXE/AY8ActfqVlJQ+AcmUyGOjr1xdWn4cxEfH8++ffs4ffo0DzzwQKMXrMoDeVSfKkXhoML16tAmbTBVVVJRWoKbXwBAi5zAzJPF/PLOYfqPDWDUrLBWX0jPFtmrPD0JfHs5CicntKFN294c0srSeGXvK+zO2U1f977878r/oVQo8bS/gMIhxjJI+Br2fShFYkFq/TBwFsTec+HsuEAUGqrZn1rM3tRi9qUWczJXj02ERyeF8+BEqWZkRKgHU/v7EtPDlZhgNwYEuGCnbt86UBkZmY7l2en9eOaKPiTmldeu7sell5BWVMm5hek5ZVUs+CaB4T3dGdbLg+hg14tWhMbFxYWoqCji4+PZuXMnV199dWebVD9KNUTOhoHXS/Xpu1fAqd8hfTeo21bLptCqcL+5D0pXO1RdKBVSISi4pe8tjA0cy/O7nmdv7l4e3/Y4p8tOM2/QPEASkNn82QcE9h1Av7HN7NPcBFpHFcPSP6EqYR9ps/cS9N5K7CMvvSCJTPO5oFdHURRLAQRBKG5ojCAIjsBC4MFzNq8CXhMEYZkoiuaOtfLiJCvrawACAm5u0Ikym81s3boVgHHjxjXpbGl7uqDp6YJTrG+TKaGizcavK94g8/hRrnnsnwT1b/6F6cyJYn559zBWs43qKguINEuQ5rzzW60ULF0GKiXeCxYAYB8V1bJJGsBoMfLRkY/4BhnwhgAAIABJREFU5OgnmG1mdBods8JndU5a4e53Yeur0u8uQTD0TqmI3+Hi6y9084d72JVSdN42lUJgQMD5ja0HBbny3twL0/BYRkamaazWKnJzV2OoOEVE+LPNPk6lVNDf34X+/i7MHd4DgPxyI+Zz+nHuqwkK7Usthj+TUSkEIgNdiO3pwchQD4b38kCjunhSSUeNGkV8fDwJCQmMGzcOnU7X2SY1jCBAr8ukV/5JqTXR2ftkaQb88hiMWgA9RraoXl0b0nVbJgQ5B/Hh5A9ZdWoVb8e/zRU96wRiUg7s5cifv3Ny5zZ8wyJw9w9o8/kEQSDonRVkLXiYil27SJj/Avor5zHp8fFy5otMvXTFMNlgwBE4fs62RMAPGAjEdYZR3RmbzYRS6YhS6YSf77UNjtu/fz/l5eX4+vrSr1+/JudVedrjdffAZjllO7/7LykH9mLn6ISTR/NXyDKOFfHre0ewmm30G+XHuFv6tLgGwFpaStajj1GxcyeoVLhedx2aoPZpOr8tcxuv7H2FLIPUSmBG2AwWDl6Iu90FcrzO7JNupuE1CrBD/gGZ+6Sf4dNA2RW/4s1DFEXSiyrZV7PidyC9mDUPjMLVQQo6eDppsVMrGNzDjdgQD2J7ujMoyBX7VqrHysjIXBhE0UrSqZew2YwEB/0De/vWp695O58vPDIuwpsP5g6uzRI4ll1GXEYpcRmlfLT9NAmLJ9c6gmmFFQS62XfrGkNPT0/69evH8ePH2b17N1OmNKwG3qXw7nP+37vflXrZntoAQcNg9CPSfa0FDqFoE6nYn4smwKnLCMeA5JzNCp/F9NDpaJVSkFIURf50OEaP2KGk79vPL8te46aXlqBqh77FSmdngt5/jzPPvsD2vMGYU0F46WcmLbpKrnuX+Rtd8SnRv+Zn6TnbSmp+BvMXR1AQhHuAewCCg4M73LjuiEKhISryfSyWclSq+i+O1dXV7NixA4AJEyagaETm2VJUhdLdDkEQmuWUndy1jb0/fYugUHDVw0/h5uvf5DEA6UeLWP/eEawWG/3HBnDZjeEtdgKNJ0+SOf9BzJmZKN3cCHjrrXZzAvUmPU9te4pyczm93XqzaPgior2j22XuRrFa4OQ62P0OZO4H12AInSg5fc4+MPenjrehg6iotvD78Vx2JhexK7mQ7DLjefsPpJVweT9J3Gbx9H4suT7qooruy8hcCqhUTnh5TSIvbx15eWsJCZnXbnO72KuZ3N+Xyf2l0gO90czB9BL2nC5CX2XGqabVi80mcu27O7FYRYaHejC6puVFqJdjt3tYHj16NMePH+fQoUNMnDgRlaorPto1wWVPgJ0L7H0PzuyF/90APgNg9ELoN6NZQU3DzmzKfjmNOtCpywjHnMtZJxBgbcpaVh5eiZuXjlluweSnpbD9688Yf9vd7XIuQa0m6JUXGPXaZ2xNsedUtiPaxd9y2Qs3tsv8MhcPXfFqYar5eW4KqOIvP2sRRfED4AOQxGI61rTuTUNOIMCePXuorKwkMDCQ3r0b7sdjLTeR/04Can8nPOb0RWHX+Eco73QyG1YuA2DcrXfRI3JQs2w9c7KYX987jM0iMvCyAMbcGN7im3PZup/JWbQI0WjErn9/At9ejtq/eU5oQ5htZgQEVAoVOo2Ox4c+TrmpnJv73tzxaqDV5RD3JexdKaXRANi5SnUX1upuufpXVmXmTHElAwKk1B6j2crCbw/V7ndzUDOsp7TaF9vTnb5+dWlP56Z/ysjIdC98fa4hL28dObmr6dHj/g5zvnR2asZHeDM+wvu87fnl1bg6aEgtrOCP43n8cTxPsktnx6gwT+4Z24sI366zqtQY/v7+TJ8+nfDw8O7pBIJUvjD+aRg5Hw5+BrtWQN5RWHUnZOyGK99ocgrHWB/Kt2dizjRQeTAPx6HN1yG40Iz0H8llgZexNXMrP/VN4so9fsT9uobgAZGEDh7WLucQBIH+T96B9d11bD+k5Gi+N147s+k3qm3PQTIXF13xipFV8/PcpO+zGtIZF9iWbk9JyR5E0Yqb28gGb7QWi4W9e6U+dxMnTmz0hly6NgVbpQUEELSNp+BVlJaweslLWEzVDBg/meip05ttt2eAE67eDgT2cWP09b1b/JBQ8u135C5eDIDLtdfiu/hZFHZt6110qOAQz+9+nmtCr+G2/rcBcG3vhlNt25W8Y/DJVKjWS3+794Lh82DQzW1SXLvQGM1WDqaXsDO5kJ0pRRzJLMXPxZ4dT46X2pU4aZkzPJhgdwdGhXnS11cn1zXIyFyEuLuPQa12p7IyhfLyI+h0F1bQwtfFjs2PjSOzpJJdyUXsTClkZ3IhuXojq+IyuW1kj9qxB9KK0aqU9PfvutejwYMvkjporbPU3ij2Hkn4bOcyiJ5bt1+fDQ4eoPp7IFChVeF6RU+Kv0mkbEMa9gM9mwxWdxZeDl68PeFtViev5j/7/8OB8BKGnnRj3YrXuXPJezi3oISmKSLnTcf28wl2/pzDlq9OYu+sIWSAO0IjmV8ylw5d8RtyECgCegPxNdv6AAVAQmcZ1V1JTnkdvT6B/v2X4utTvyOmUqm48847OXbsGD179mxwrsojhVQdKUTQKHG7rmnnLOdUIpWlpfiH92XinS2L+No7a7ju8cFo7JStihQ7Xz6Roo8/xuOO23G98cY2RZsNJgPL4pbxbeK3iIisSVnDnL5zUCo6uBatPK+ux59nBNi7gu9AqSlv+FTo6PO3IwfTi1nxZzK7TxdhNNd1gVEpBPxd7TBUW3C2k2ojXpoxsLPMlJGRuUAoFCp8fKaTmfk5ublrLrgjeJZANwdmD3Vg9tAgRFEkMa+cXclFDPCvi0W/9lsi+9KK8XTSMDbci3ER3ozt7Vlbr9yVsFqtlJSUNNn+qcuj0sKQOySxs3Mdlp/ulXrjjnlEchD/4hDaR3mh2Z2DKV2PflMGrlf2usCGNx9BELi297XE+sWyaMe/yCrMwKgxsL1wN1d4ND9w3hwGXdWXapuWA7+m8ceHh7ks6wN6vf0G6oC2C9TIdG8ueB9BAEEQtgPHzvYRFAQhAKllxCOiKOoFQXgV6CGK4k01+38AToqi+K/G5pX7CJ5PefkJ9u2/CpXKmdGjdqNU2rd6LmuFmby3DmIzmHGdEYrT8OalFmSdPI6rrx+Orm5Njk2JyycnpazV7SGqk5PRhIQg1KTG2EwmFG1sEL8pfROv7HuF/Mp8lIKS2/vfzr1R92Kvav2/ZaOIopQGs+MtSWb74SPgVJPSVFncLdQ/K6ot7E4pwlGrYkSo1Ndqd0oRN324B4A+vs6M6e3JyDBPYkPccdR2xXiUjIxMR6PXH2b/gWtRqz0YPWoXio5Or28Foijy3NpjbDyRT1ZpVe12hSApEt8zthdTB/h1ooV1lJWV8dlnn2GxWFiwYEH3TRNtiKpS+HQa5NdoCeoCpBrCmFvPcwhNWQbyV8SDIOCzMAa1V9taVFwIbKKN/x75kvVnNvDZ1M/QKNs/yCCKIju+O4X9zx/iuP9nlF6eBL33Hvb9+7f7uWQ6n+b2EbygjmBNa4gZwHtAJvAE8AswFPgRGCOK4mlBENTAq0AZUl2gDniyqdYRsiN4PomJz5GZ9SWBgXOJCH+u3jH5+fl4eXk16XgVf5tIZXw+mp4ueN09sNEibFNVJRr7ll14TycUsOGDo9hsIlfOiyQksmXRzNKfVpO7eDHut87F+7HHWnRsfRhMBv6545/8eeZPACI9I3l2xLNEuEe0ee56sdkg6TfJAczcJ21TO8CsTyFiasecs50QRZGkPANbEvPZmlTA/rRizFaRcRFefHZHLAAmi421h7IZ29sTb13bUnRlZGQuDkRR5PiJx3FzjcXX9xoUiq5b9yuKIqfypevclsS669yS66OYNVhSPU3KK6fQUE1siHunKJGKosjKlSvJz89n+vTpF0+66LnYbHBiLWx9DfKPSdvOOoTRc0Et3V9KVp2iYn8ujsP9cJsR1okGtwybaEMhKDCbqsnKTGFt6Ubujry7XYPPVr2ezAcfonLvXnBwIOjt5TiNGtVu88t0DbqkI9jRyI5gHVZrFTt2jsBiKSc29hecnfr8bUxZWRnLly/H19eX22+/HXUDssXGUyUUfnwUQa3AZ0EMKs+GL0iZx4+y5o2XmXLfAsKGDm+WramHC/nt/SPYrCLRk4MZcW1os1cERYuF/NeXUPz55wC43ngDvosXt1l4wCbauHX9rSSXJvNQ9EPcEHFDx6SCiiIc+gZ2LoWCk9I2ezeIvVeqkXD0aP9ztiNf7k7j3S0p5Jyj7ikIEBXoypT+vtw/LrTzjJORkZHpIAzVFnYmFzKsp3ttiugzPx3h670ZuNirGR/hxaR+vowN96xNe78QHDlyhFWrVuHu7s78+fMbVQDv1thsknr21tckURm1g5RB4ygFka0GE1VHCnGM9UNQds26zoYwFBex6pVnySvJ5tsRp/H3COaV0a8w0Kv9yiZEk4n4J5dyLNedqBMf0uPlZ3G58sp2m1+m82muI3iR5Q3InCU//1cslnJ0uqh6nUCAbdu2YbVacXFxadAJBKlxvO7yYBT2qkadwPKiQtYtfRWjoZysxOPNcgTTjxbx2weSExh1eVCLnECrXk/WI49SsWMHqFT4LlqE2w2zm3VsfSSVJKHT6PB19EUhKHhl9CtolBp8HTtQeUwQ4OgqyQnUBcCI+VKai9ap487ZSvLLjWw+mU9UkCt9fCX1ThHIKTPi6aTlsnAvLovwYkyYJ26OXa92RkZGRqa9cNKqmNL//HtDD3cHQr0cSSmoYHVCNqsTslErBUaEejJrcCBXR3W8WmO/fv3YtGkTxcXFnDx5slk9gbslCgX0uwb6TIeTP4Mhr9YJxGpGeXo1TrHXQTdzAgHsdS6otXYoDWYmJQbzS/805q6fy7xB87hzwJ3tEpQWVWqSPC5DX1XB4T53onj8KWx6PW433dQO70CmOyGvCF6kHDg4m7Kyg/Tt82/8/f/uHBUXF7NixQpEUWTevHl4eXm16XwWk4lvn3+K3OQkggcOYubTz6NQNn6xyjhexK/vSn0CI8cHMnp289VBq0+nkjlvHqa0NJRubgS+vRyHIU0GPuqfy1rNyoSVfH7sc0YFjOLtCW93XB+pqhLY+wGETYTAGnszD0qO4MDrQdV1HChRFDmRU86mE3lsPJnPoTNSa8+7x/Tkn1dKDxfFFSaySqq6tJqejIxM18ZgSCQr+xtcXWPx8Z7W2ea0mdMFBjaeyGPj8XwOpBdjE+Hesb14+oq+gNQ2p6Lagr9rx9Sa7927l/Xr1xMYGMidd97Z7foitpmDn8G6BeAeCuOfwRp0Fea8Suwiun6N/VlKc3P44smHMBursE2L4AvhdwBivGN4dcyr+Dm1vS61vNjIqtcOUlFajXdhPNMWDpdTRC8i5BXBSxipXcRwzOYSvL3rX+rfsmULNpuNqKioBp1AU04FSp0GpWPjaS2iKLLpk5XkJieh8/LhqgVPNOkEijaRvWtOY7XYGHBZQIucQICCt97ClJaGNiKCwHfeQRPYOuWr+Px4nt35LGn6NAQE/Bz9sIgW1EI7p/JUFMHuFbDvQzCVQ3Y83PyNtC9wsPTqQizbeIrvDpw5TxxBo1IwKtSDQUF1wj/ujhrc5dU/GRmZNlBWFkdm5hdUVCRfFI5gLy8n7vFy4p6xoRQZqtmcWMCgoDoV0tXxWSxee4xBQa5cMdCXaQP8CHJvP0GT6OhotmzZQmZmJhkZGfTo0aPpgy4mHL2lFkvFKVh+eIo8kyuoNPg+PgylruvWoZ6Lq68fE+64lw0rl6LdnMGyR1/lxZNLiMuPY+a6maybsQ4P+7aVjji723HV/Ch+XHKQfM9oDuf6MLKd7JfpPsiO4EWIICgJ7fUIvXourNe5ys/P5/DhwygUCi677LJ65xDNVoq+Oo5otOB1dyRq34Z71R3euJ6jm/9ApdZw9aPPYO+sa3BsrY0KgavmR3F8ZzYxk3u0OGLp+8LzqHx88F74MArHlvfRqzRXsjx+OV+f+BoRkV4uvXh+5PMM8m5ew/tmY8iHXcth/ydgrpC29RontYDoIhjNVrafKmRoiFttrUuhoZqs0io8nbRM7OPNxL7ejO7tiYNGvmTIyMi0L97eV5CY9AIlJbsxVudip+26jcBbioeTtlZM5iwllSbs1AoSzpSScKaUV349ycAAF6bVOIU9PdvWG1aj0TB06FAOHTqE0Whs+oCLjT5XQO9JkPA1qq3/QVt4CKM5lrK338d9zlDoMaKzLWwW/S+bSGr8AZL27CD3+818/9R3PL/3BXwdfNvsBJ7FM9CJafcM5OcVh4j/IwOdpx0hilRKV/2I/6v/bnP/ZZmuj5waegny3Xffcfz4cYYMGcJVV11V75iy9amUb81E7euA9/xoBFX9BedVhnI+mv8PTFVVTJv/KP3GjG/03GUFleg87Vvs+Nmqqyn56r+43zoXoZF6xuZQba1m5tqZpOvTUQpK/jHgH9wbdS9aZTtHCk/8DKvuBEvNjbj3ZBj7BAQNbd/ztIJyo5nNiQVsOJrL5sR8Kk1WXpsVyewhQQCkFBgoN1qIDHCRUz5lZGQ6nMNH5lFQsIGw0Cfp0eOezjanw6k0WdiaWMCvR3PZdCKPSpMV4Dy15bZgMplQKpUom8jOuegxGzFv+Yq8TaGACu+JWWgm3djZVjWbKkM5XzzxIIaiQq5c8AQRI8ZIWUsK6TnoSMERrKK1zUHsE7uy+fOLk6g0CkYdex1l1mkchgwh8N13UOqaDu7LdD3k1NBLlMKiLVRWnMbP71rU6r/37hNFET8/PzIyMhg7dmy9c5iyDZRvzwQBXK/r3aATCGDv5Mysf71E+qH4Jp3A3NNlrF2WQJ8Rfoy5ofmpoOb8fLIefIiqQ4ewFBTg89STzTquIbRKLZN6TGJ75nZeHPUifT36tmm+87CaQVnjqAbUpHtGXAljH4OAmPY7Tyv54WAmvx7JYcepQkzWusbukYEuOJ3Tzy/Uq+uJ1cjIyFy8+PnOoKBgA7l5ay4JR9BBo2LaQD+mDfTDaLayLamA9UdzGRdRV6qxL7WY1zec5Ooof64Y6IeHU/ODlZo29tC9aFDboZ50F07GRAw78ylNisDrclF6/ji6CnwjwbN3Z1vZIPZOzlzxwCOUFeQTMWIMgiDUlq4YTAYe3/Y4uRW53Bt1L3cPvBtVK3tx9h3pT5XBjF8vF9xsb3HmrrupPHCA9Lm3EvThB6i9vdvzbcl0IeQVwYuMg3E3U1q6l4iIFwkMuLnBcVartd5IoWgVyV+ZgDnTgNNIf1yvbh/5/9xUyQk0G630HurD5Xf0a9ZKU9WRo2TOn48lLw+Vnx9B776DXd+WO27bMrehEBSMDhgNgMlqki6oinaqBSxJg+1vQuZ+uG8HnFX1Ks8F585LcyquMOHmoK51um94fzd7U4sRBBjaw52pA3yZ3N+HQLeu33BXRkbm4sVmq2b7jhFYLGUNtjy61Fi0+ihf7kkHQKkQGB3mydVR/kzu79PslhQGg4H9+/czZMgQnJ2dO9LcLo3NaCF3yQFsBjNuN0TgGGqFt2PAUg2Db4dxT4FT93J2TFYTK+JX8OmxTwGI9o7m32P+TYBT6zQTzsWclUX6nXdhTktDHRhI8EcfogkJafO8MheO5q4IXqQNZi5NKitTKS3di0Jhj6/P9EbHNpQuYtiVhTnTgNJVi25KwwXmW778mKQ9O5plV366nnXLD2E2Wgkb7M3lt/dtlhOoX7+e9DlzsOTlYR8TQ8/vv2uxE1hqLOWZ7c/wwKYHeHbns+hNegA0Sk37OIHFqbB6HiyPgbjPJfXPzP11+zvBCSytNPHt/gzmfryXoS9v5HBmWe2+u8b04pVrB7Lvmcv57r4R/GN0T9kJlJGR6XQUCi0+PpK4WW7u6k62pmvw5LQ+LL1hEOMjvBCArUkFPPr9IYa8tJHFa442a47169ezdetW9u7d27HGdnEUdipcpvYEQL8+FREVRM4GRDjwMSwbBFv+A9WGzjW0CYoyz7BnlSQ0p1FqeGTII3w4+UO87b2Jz4/n+nXXszF9Y5vPcyZfw8FRz6KMHIw5M5O0W+ZgTExs87wyXQ85NfQiIiv7WwB8fK5Epfp75O/HH3/E19eXoUOH1ts30FZpRv+HFH10nRGGQlv/x+PIn79z8OefSFCr8Qvvg7O7Z4M2FWYaWLssAVOVhdBoLy7/Rz8UysbjD6IoUrhyJYXL3wbAZeZ1+C5ejKKFqS6/p/3Oy3tfpthYjFap5bb+t+GoalsRfi2lZ2Db65DwX7BZQFBC1E0w5tFOSTMpN5r543gePx/OYfupAsxWaaVfpRA4nqMnKsgVgEn9fC64bTIyMjLNwc9vFgJKfHzqr12/1HDSqpgRHcCM6ACKK0ysP5rDmoRs9qUWoz7nPlpWZeZ0gYFBQa5/K7kYPnw4x44dY//+/YwZMwattnuoZnYEDjHemDLLcRzig6BzhunLYPg82PgcJP4KW16RnMJxT0HM7VKvwi6E2Wjkm+eexFiux9XPnz4jpfKe4X7DWXX1KhbtWsSWM1tYuGUhdw28iwUxC1p1HpvVxr6fUynKquLY0AUMcnqf6oMHsOn17fl2ZLoIsiN4kWCzmcjJWQVAgP/fC6EzMjI4fPgwiYmJDBo0qF5HUOGgxvP2/hiTSrDvU3+/nZzkRDZ9/C4Al985r1EnsDSvkrXL4qmutBAS6cmku/qjbMIJrHkzVCUkgCDg/cQTuN9+W4vEZUqMJby892U2pG0AYIjPEJ4f+TzBuuBmz9GUfXx2JZSmg6CAqJvhsscluepOQBRFJr+1jZwySZRGIcDoME+uivRjSn9fubm7jIxMt8BFF4WLLqqzzeiSuDtquGVYD24Z1oOcsioE6u6Jaw9ls2j1UXp5OTIzJpBrowNqexQGBQURHBxMRkYGcXFxjBjRPRQzOwJBIeA2I+z8jV4RcNP/IG0n/LEIsg7C0R9h8B2dY2QjqO3sGH3DHDZ+9C4bP3oH//A+6DyldFZXO1eWj1/O1ye/5o0Db9Dfo3+rz6NQKrjygUh++M8BslPKcRy5gNELbDhEyd/NixHZEbxIKCjchNlcjKNjODrd39WjNm/eDMCwYcNwcGg4FVDbyxVtL9d691WWlbL2zX9jtViImnwlA8ZPatQmjb0KBxctnoFOTLm7mU4gICiVBLz5JlUJh3Aa3bLmpqIo8sCmBzhSeAR7lT2PDn6U6yOuRyG0MbJnyAeVHdjppCjhqAWQvkuKHF7AFUCz1ca2pALWHsrmpRkDcLaT6v8m9vUmKc/A9Ch/pg3wxbMFogIyMjIyMt0HP5e/NKIXRTydtJwuqOD1DYks+T2RkaEeXBcdyNQBvowaNYqMjAx2795NbGysrCRagzmvArVPTZZQyCi4axMcXy0Fdc8GnwtPQVVpl1D7Boi8fBqn4w9w+uA+1q94k+uffRlFjSaBIAjc0vcWJgZPxNexriwltSyVni49W3QeZ3c7rnogih/fiOPUgQJ0Xj0YXuMHlv/5pzRmwoT2eVMynYosFnOREB9/G8UlOwjvvYigoNvP25eens6nn36KVqvl4Ycfxt7+/JuI1WDCnFeJXWj9DiCAzWZl1cuLyDh6GP/wvsxe/ApKVdM1dsYKM0qVArW28RtP9enTFL3/Ab4vvtDiFNC/sjt7Nx8e+ZAXRr5AoHNg0wc0RmUx7FwqNYIf+SCMf6Zt87UCURSJP1PK6vgsfj6cQ3GFCYDXZ0VyfU27B5tNlNs8yMjIdHtE0UZ2zvcUFv7JwAHLUSjkoFZzsFhtbD9VyA9xmfxxPA+TRVKFHhfhxSe3DeHdd9+lsLCQa6+9lqhLfGVHFEWKvz5J1ZFCvOcPQhPYiIjOf6+HU7/DgFlw+XPgGnShzGyQSn0Znz/2AJVlpYy95Q6GXj2zwbFHC48yd/1crup1FU/HPo2DumWaAGlHCvl15RFEm8iEW/vQy9dI6jUzEG02/F99FZfpchp3V0UWi7nECAi4CQ+Pcfj6zvjbvrOrgcOHD/+bEwhQ9ksqhR8eoXxnVoPz7/7+azKOHsbBxZXpC59q0Ams1Js4+FsaZwMMdo7qJp3Ail27SLvhRsrWrKHoww8bHVsfu7J28dGRj2r/HuE/go8nf9w2J7CqFP58GZYOhJ3LwFwpCcNcQGw2kWUbTzF+yRaue3cXX+xOp7jCRG9vJ56YGsHo3nVpubITKCMjczEgCAoyM7+gsHAjRUXbO9ucboNKqWB8H2/euTmG/c9czsvXDiAm2JWrIv1RKBSMHDkSgHW/byZPX9XJ1nYugiCgdJMCDKW/nKbBBRGbFXwHStlAR3+AFUOk5wJTxQW09u846FyYcr9U/7fz2y8pzEhrcGxmeSZKQcnq5NXc9MtNnCo51aJzhQz0ZOyN4QDs+D4Z0ScQ9zvuAKuV7CeeoOSbb1v9PmS6BnJq6EWCt/dUvL2n/m17WloaaWlpaLVahg8f/rf9xqQSKuPzQaVosC4QIGzoCE7u2sbkex7Eyd2j3jHGCjNrlydQlGlAtIkMuaLpVISSb78j94UXwGrFedIkPO5ofl5+pbmSNw68wXdJ3yEgEOsbS6RXJECLG9bXYqqAPe/CrrfBWKO2GToRxv8TAge3bs4WUFppwsVeSvdUKAS2nyogragSL2ct10T5MyM6gP7+uta/PxkZGZkujo/P1RgMJ8nLW4eX1+WdbU63w8VBXVtPeNbJiYyM5Kdt8fyW78Cnr/7JxD4+3BQbzNhwL5SXYCBRNz6YyoN5mFL1GI8VYT+gHr0DhRImPiu1l/hjMRz7Eba9BvFfSquDA2d3mqBMr+ihRE6cyvHtmynKOoNncEi946b+n737Do+i7Bo4/Jtt6b33EHoPEHovAlIUARUUQSlKEQEp9k997YqNrnQEFRBF6Z3QIaGEXkJ672WTbLbN98diQkyAAKkw93X5d7AQAAAgAElEQVS91+vOzsyehM3unHme55w6/QmwD2B28GwisiMYuW0kb7d7m2H1h5X7OqJZNy8KcrX4NXPC3EqF+ZszkFlbk/rddyR99BHGPDVO48ZV4E8nqUrS1NBH3N9//83Zs2fp0aMHPXr0KPGcsdBA8venMWQVYvekPzbd7z7lwaDXI1eUfe9Aq9Hzz4/nSI7Mwd7NkmdmtsbS9s5TPEWDgZRv5pKxahUAThPG4zJjBkI5P1RDk0L54OgHxKnjUMgUTG45mVeavfLAzVSL3NgL625Ns/DvCr3eB9/SCXRF0ugM7LuSwl9n4zh4LZXNUzrTzMsOgGPhaRhEkU51nR/LL2uJRPL4KSiI59jxbshkFnTtchJFRVV7fswdvpHKL8ej2Xc1BYPRdO3nYWfOs0E+PBfk/di1ElIfTyDr75vIncxxn9EGQXGP64+YE7DzbUg4C3IVTD1TrVNFtZoC1BkZOHreu29gvi6fL099yV/hfwEwoM4APuz44X1PFf2XKIpk/f47Sf/7BEQRp4mv4TJtmnSTugYp79RQKRGs5dLSDpCSsh1v79HY2jYv9bzRaOTKlSsEBASUmhaatTUC9ZF4lJ5WuE5phSAv+Qes0xYScyGMum3a3TUGndbA1vlhJNzIwsbJnKGzWmPtYH7H/Y0aDfFvzkS9fz8oFHh8/DH2w4aW6+fV6DXMPzufXy7/gohIQ4eGfNblMxo6NizX8aWDMZqqhP27EFwUYcccaDQIAro/2DnLQRRFLiXksCE0lr/PJZBdoANMTYM/eboZL7SvoAqnEolEUguFnn6W7OwzNG3yPe7uT1V3OI+UlFwNG0Nj2RAaR3R6PgAvd/Lno6cevNJkbSQaRJJ/PI0+pQC7gQHYdC1HI3ajEc6vh7xU6PxG8TZ1Eth6Vm7A9yAajfe8mb7l5hY+OfEJCkHB+sHr8bG5/0T2+qkkrock8+TE5qi3bSXhnXcRzMwI+HszKp/qX0MpMSlvIihNDa3l4uLXkZ5+ACvrhmUmgjKZjKZNS3+4a+NyUR+NBwEchtYvlQQC7F+xhIsH9tBl5BjaD3m2zNc36IzsXHKBhBtZWNmpeHp6q7smgQCCSgUyAZmdHd7z5mHV/u6J5u1+PPMja6+sRS7IGdd8HBNbTEQpf4DG8KII4ftg30eQfAkmHQPXxqZKYQO+uf/z3ddLi4z4+QQnIzOKtjX1tGV4G28Gt/SUKn5KJJLHnpvbYLKzz5CcvEVKBCtQWloa+/fuxdPMjAMzh3AyMoPfQ2J4vm3xBfyOC4lciM/mxQ5+eNmXrivwqBDkAnYDAkhfdYmcfTFYtnZFbnWP6wmZDAJHltx2YSNseQM6vQFdpoOqakewRVHk4sE9nNu1jREffYXS/M7XYIPrDqapU1OS8pIeKAnUavQc/SOc/Bwth36/To8XBiOzskJmaSklgbWUlAjWYprCJNLTgxEEJR7uz5R4LiUlBZVKhb192ZVAs3dHgwjWXb3KrJh1Yf9uLh7Yg0JlRkCrO99QOPFPBDGXM7CwUfL0jFbYudz5S0MURQRBQJDJ8Pr6a/Spqaj8/Mr505qMbz6eKxlXmBU0i2bOze7r2CKxIaYGstFHTI9tPCE30ZQIVgK9wUjw9VQ61nXCUqVAEATquVpzPTmXpwO9eDbIm6aedpXy2hKJRFIbuboO4MaNT0nPOIROl4lS6VDdIT0S5HI5165dM7Ud6t2bjnWd6Fi35Lr/JYciCIvNYknwTXo1cuOljn50ref8SBYlM2/ogHkjRxSuFmXeEC+XhLOg15jWD577Ffp9Bk2eLm5BUcmMBj1ntv9DWkwUwetW0mfcpLvuH2AfQIB9cd/jdVfWEZMTw6ygWfe8sa4yV/DkpOZs/vYslw8n4OhuRcvevUvsU3D+POZNmiDcYSmRpGaRpobWYlFRi7kZMRdXlydp3nxB0XZRFFm5ciVxcXGMGDGCBg0alDrWkKcjNzgW295+yP5T1TM5Ipzf/m82Bp2O/pNn0LR771LH/0uj1rF7+UU6Dq2Hi8+dSzCrjxwlY9UqvBfMR3aXu1X/FZMTw6pLq3in/TsoZQ8w8ne71Guw739wdavpsbk9dJ0J7SaAsuLveoanqNl4OpY/z8STmlvIt8+2ZFgbUyXTrHwtFio5Zgqpn5NEIpGUJTz8K8wtfHB3e1paJ1iBNmzYwOXLl+nSpQt9+pQuxhMalcEvJ6LZfiERncF0jejvZMmoDn4Mb+ONveXDtXiqaUSjiPCwSW7MCdg+G5LOmx4H9IAnvzY1rK8CKVERrHv3TYwGPcPe+Rj/wPIVt8vSZNF3U18K9AW0cG7Btz2+LdGD8E5uhCaze9klEGDgpBb4tzAV28k9eJC4qW9g+0QfPL/6CkH5kNdtkgcmtY94xImiSELiRgA8PIeXeC4yMpKYmBjMzMzw9S17rZncSon9gIBSSWCBOtfUNF6no0Wf/mUmgaIoFreHsFby1LRWd00Cszb9SezEieQdOULWhg3l/vn+vPEnw7cMZ+P1jay+tLpcx93Vke9NSaDCwpQATgszzfGvwCSwQGtgQ2gsQxcdpc93wfwUHEFqbiEBzlYob1uIbm+pkpJAiUQiuYt69d7C2+sFKQmsYB07dgTg9OnTaLXaUs8H+Tvy44hWHHu7N7P7NcTTzpyo9Hw+3XaFbRcSqzrcSnd7Eije6r9433w7wKsHYeB3ppvMEQdhcSeIPFQRId6Tq38AnZ57EYBdS36kQJ1bruPsze1Z3nc5HlYenE87z7NbnuVY/LF7Hlc/yI12g+uACLuXXyItTg2A3NYWmUpFzvYdxL85E7GM95ekZpESwVoqKzuUgoJozMzccXLsWrRdFMWivoEdO3bE/D+jb/nnU+/4QScajexc+B05qcm4BdSn55hXy9zv5N8RHPrtOqLx7qPJoiiSOm8+ie+9B3o9TuPH4TBq1D1/tkxNJtMPTOfDYx9SoC+gv39/nm1Q9hrFu9LkQFp48eMe70Db8TDtnKkktEXZ02YfxiurTjHnj/OcicnCSiXn+SAfNk3qyL6Z3XmqZfUuJJdIJBKJxMfHBy8vLwoKCggLC7vjfi42ZkzpWY/Db/Vi6egg+jZxY0hgcUGVNcej+ON0HIV6QxVEXfnyL6SRNDcUTXjmg51AJoe240zVRFuPAYc64NO+YoO8i7ZPDcWzQWPUmRnsX7Gk3Mc1d2nOhkEb6OzVmazCLCbuncjic4sxindPioMG+FO/rRu6QgN7VlxCNIpYtm6N78oVyGxsyN2zh7hp0zFKyWCNJiWCtVRiwq3RQPdnEITikaWIiAhiY2OxsLCgffuSH0AFVzPI+PUqKUvCykzi8rIySY+PxdzKmsEz3kahKj3949zeGE7vjObSkQRSYu58x0nUakl8+x3SFi0CmQz3D/8P11mz7lnR6kj8EYb+M5T9sfuxVlrzRdcv+Lrb19iZ3ccaOoMeQpbBvFbwxyumil4ADn4w8Fuwufe0h/Io0BrYGBpLZFpxc9nBLT1p5WvP18NbEPJ+H74a3oI2fo5SSWWJRCJ5AHl5N7l+/RMSbn3nSSrGv6OCJ06cwGi8+wW/XCbwRBM3fh4dhJWZad1XgdbA3F3XmLUxjM5f7ueHvddJzS2s9Lgrkz4tH0NWIdlbI+95o/uurJzgqXnw2iFQ3Cr+lp8Bv78IyZcrJtgyyGRy+k+ZgdLMnKtHg7l6rPyjkfbm9izqvYgpgVMAWBS2iLmhc+96jCAI9BrdiHpBrvQd17RoZNWiRQt8V61EbmeH+sAB4qa8jlGjefAfTFKppESwlvLzew0/31fx8CieFnr7aGCnTp0wMyuuPmnUGsjabBods2zpWuZ8eGtHJ0Z98QND3/kYO1e3Us9fOZbA0T9M5+g9uhFu/rZlxmYsKCDmtdfI/vtvBAsLvBcuwGHkyDL3vV1IUgiT9k4irSCNNm5t2PTUJgYFDCp/EiWKcG0HLO4I22ZCfppp2md+evmOL6erSTl8+PdF2n2+l9l/nGftieii515o58tfkzvzXJAPlippobREIpE8jLy8G8TGrSIufl11h/JIady4MXZ2dmRmZpKcnHzfx8tk8P7AJjT2sCVNreWHvTfo/OV+Zm0M41JCdiVEXPlsunghtzdDl5RH/pmUhz+h6rYefYe+MS1NWdIFdr4Dmsr5HTm4e9L9pXE4+/rj6Ol9X8fKBBkTW05kSZ8l+Nn6MbLRva/bFEo5/cY3w8nLusR2i6ZN8V2zGrmjI3mHDxM/a9Z9xSKpOlKxmEdIeHg4a9euxdLSkmnTppVIBLN2RKIOjkPpYYXr6yV7Buq0hShVd29ZEHE2lZ0/X0AUocuz9WnZ+85lgkWjkYRZs8k7dQqfxYuxaF6+6p5G0cgb+9+gtVtrxjQZg1x2H2voEs7C7g8g6rDpsWMA9PkYGg+ukMpdBVoD2y4k8uvJaM7EZBVtD/SxZ1yXOgyWpn1KJBJJhTMYNBw+0h6DQU3HDnuxtKxT3SE9MqKjo3FwcMDWtuybuuUhiiInIjJYcTSSvVeS+feScse0rjT2ePDzVpe8sylkrr+G3E6F+6wgBGUFreXPz4ADn0HoChCNYO0O/b+Aps9UeHVRURQx6PUoHqJQi8FoKLoGE0WRMylnaON27wI0l48moC3QE9jHVJ+iMDyc2MlT8Pz8MyyD7lm3RFKBpIbyj6GUlBT279+Pj48PnTt3LtquS8ojed5ZEEVcJweiuq2wi0GvZ8P/3sXVvw7dXxpf5gdH3NUMtiwIw6gXCRroT/vBAaX2geL2EABGrRZDejpKD487xmswGlh7ZS19/PrgZe1V6hzlpiuA75uaRv4sHKD72xA0FhQVV9ns3b8u8OvJGABszBQMaeXFyHa+NPGsfV90EolEUptcujyLpKS/qFNnOgF1plZ3OJI7iE7PY9WxKK4n57J2XPui7/IdFxLpUt8ZG/OaX0FSNIqkzD+LLjEP2/7+2Pao4N54iWGwbRbEnTI9rtfHtGTFwb9iX+c2uelp2Dg5P/Dxqy+tZm7oXEY1HsXMoJkoZGXPdkqPV/P7J6dMlUQnt8C/uek1RZ2uRPXQ8jS+lzw8qWroIyovL5xTp54qc72Eq6srI0aMoFOnTkXbRKNI5p83wChi1d6jRBIIcHT9LyRcu0x4yAm0BfmlzimKIqe2RmLUizTv4U27QWXfjVUfPkzM6DEY80zr5WQq1V2TwKS8JMbvHs/c0Lm8d+S9oiqk5U4CNdmguzXnXGkBPd81NXN94xx0mPhQSaDBKLL3cjIhUcUN34e38SbQx56vh7Xg5Hu9+WRIMykJlEgkkirg7jYYgOTkLTxKN69rCqPRSGLiw1cD9XOy4sPBTUskgTeSc5m07gwdv9jP/7ZcJi6z9HVGTSLIBOwGmK5zcg/GYsjTVewLeLSEsbtg0A9gbgfheyE7rmJf4xa9Vsu2ed+wetYUcjPSHvg8FgoLFDIFa6+s5dU9r5KhyShzPycv66JKonuWXyIj0XQ9eHsSmLtvH9GjXsKQk/PA8UgqlpQI1jIJiX+Qq75Eds7ZO+5zezKluZKBNiYXmY0Su/7+JfaLOBNCyD+bEGQyBk6bg6Vt6YIsgiAwcHIL2j8dQNfn6peZqGX9+RexEyeRHxJC5oZ7L+jfF7OP4VuGE5ocipO5E+OajSt/AmjQQ8hyUyGYk4uLt7cdD30/eahKoJl5Wn4Kvkn3bw4wfk0o3+2+XvRca18HNk/pzHNtpbV/EolEUpUcHDqhVDqSn38TtfpKdYfzSNHpdCxatIilS5eSm1u+lgP3cvv3eaHeSPs6jqgL9aw4Gkn3bw4y/fezXE6ouYmAeX0HzOrbI7NQYMishCInMhkEvQKvh8LgH8G/S/Fz6Tcr7GXkSiXagnwK8/PY89P8B76J8lzD51jRbwXOFs6EJIXw/NbnuZR+qcx9gwb4U7e1C1qNge2Lz6O5LZEWdTpS5n5LwZkzxEyYgKGC3m+ShyMlgrWI0agjKekvADw9itspREZGsmrVKqKjo0sdY97EEYfnGuAwpD4y8+IEJicthR0LvwOgy4jReDdqWuK4ArW26EPDzFJJ0JP+pQrMiKJI2k8/k/juu2Aw4DRhAo5jRt8xfo1ew6cnPmX6gelkF2bTxasLm57aRFfvrnc8poSIYPipG2x70zQNNOYEVMDd4Yvx2czeGEaHL/bxxY6rxGUW4OtoSa9GrtLdZ4lEIqlmMpkSV9cBACQl/1PN0TxalEolLi4uGI1GQkJCKvz8zbzsWP9aR7ZO7cKQQNNa+s3nEhgw7zDjV4fW2O9Yx+ca4j4zCJX3nXskPzRrV2jzcvHjqKMwvw38/bppTeFDEgSBJya8jpmVFZHnTnMpeN8Dn6uVayvWD1pPC5cWJOUlMXr7aP65WfpvURAEeo9pgpO3NdkpBexZfgnjrQqsglKJ77KlKL280ISdJ3b8BAxq9QPHJKkYUiJYi6SnH0SrTcPSsh62toFF24ODg4mKiiIqKqrUMYIgYNXaDYumTkXbDHo9W3/8Go06lzqtgmg7eGiJY/JztGz6+jT7f7mK0XCHnoMGA8mffU7q99+DIOD23nu4znzzjvO+9UY9o3eMZv219ShkCua0ncPC3gtxsnAqc/8SMiJNZZfXPAUpl8DeF55dDSN/f+hF1n+djWPQ/CNsPB1Hod5Ij4YurHg5iAOzejChW4DU9kEikUhqAA+PoXh5jcLtVkIoqTgdOnQAICQkBJ2ugqdC3tLMy44fRrQieHYPXunsj4VSjrO1qug71mAU0d/heqM6yG1UCIoqvkROuwZyJZz9BRYEwblfH/pmt7WjE71efg2Ag6uXPtQUUVdLV1b2W8nwBsPRGrWsu7IOnbH0+0VpJmfApOZY2CiJuZzBqX8iip/z8sJ39WoUnh4UhIXdSgbzSp1DUnWkRLAWSUj8AwBPz+FFH54xMTFERUVhZmZGu3btivbVxuaiSy17Ln7olj9JvH4Vaydn+k+eUSJ5KyzQs2X+ObJTCkiLzUWvLf3BLOp0xM+cRebatQhKJV7ff4fjS3dvFK+QKejn3w8/Wz/WDVjHS01eQiaU4+2XdAEWtjOVXVZaQa8PYEoINB3yQElgSo6GY+HFH4S9GrrhZmvG+C51ODirB6teaUevRm7Iy2ivIZFIJJLqYWfbkkYNP8bWtkV1h/LI8fX1xdPT854N5iuCt4MlHw5uyvF3evFm3wZF23deTKLXt8GsOR5FgbbmNKg35OnI2hqBNq4KpjEGjYWJR8G/q2nW0+ZJsHrwQ08Xbdy1JwGt2z70FFEAlVzFhx0/5H+d/scPPX5AKSu7AJCtkwX9X22Oo6cVDTuU7N2s8vbCb80aUzJ47hyxr74qJYPVSEoEa4nCwlTS0w8gCArc3Z8p2h4cHAxA+/btsbCwAEDUGclYf43kH89QGFm6V03LvgNo2LErg94ouS5QrzOwfdF50mLV2LtZMnhqICqLMtbDKRTILC2RWVvjs3Qptv37lxlzdmE251LOFT1+pdkrbBi0gSZOTcr/g7s1A8/W0HIkTD0N3WaB0rz8x99yMT6bN9efo/NX+3nj93No9aYE185SybG3e/P+oCb4O1vd93klEolEIqnNBEG4rwbzFcHeUoWrTfF3+bYLCcRk5PN/f1+i05f7+GHvdbLytZUex72oD8ejPhJP9vbIqpnG6tIAxmyBZ34CSydTS6zFneD67gc+5X+niF49GvzQYT5T/xk8rE0FAUVR5KtTX3ElveT6Xc/69jz/fjsc3EtfW6m8vfFbvRqFhweaq1fRRkY+dEySByMlgrVEUvJmRNGAs1NPzFSmkrxxcXHcvHkTlUpVNLUDIDc4Fn1aAQpH81JVQgHMrawZNP0tvBoVJ2RGo8ieFZdJuJGFlb0Zg99oiaVt2ZU3BUHA438f479xA1Yd2pe5z9mUszy75Vmm7JtCUl4SYGpWaqm0LHP/IjEnYHk/yIj498VgzD/wzBKwvXMV0rIYjCK7LiXx3E/HGTT/CH+ejcdgFGnr70COpng6gzT6J5FIJDWf0agnIWEjFy9NRxRrzjTCR0GTJk2wtbUlLS2NmzcrrmBJec0f2ZrFL7ampbcdmfm6ogb1X+y4QmpuYZXH8y+bbl4IFgoKI7LRXM+smhcVBGg5wjT7qcUIUFmD1717+N2NtaMTvV6ZSGC/gdQNKvu67UH9Ff4Xa6+sZczOMeyJ3lPiOdlt11eXjyagziz+t1T5+OC3ehW+y5aVu9+0pOLVmkRQEIQKbuZSu3h7jaJpk+/w9ZtQtO3QoUMAtG3bFktLU4KlTy8g52AsAA5D6hXNcTfo9YRs+RO9tvQdNlEUOfT7dSLOpqKyUDB4aktsnSxK7FMYGUnspMlFJX8FhQKzOqVbSRiMBpaELeHlnS+TmJeIn60fBrEc0zyy4+CPcbCiH8SegMPfFj+nuHuz+7IkZhfQ69uDvPbLaU5FZmBtpmBclzoEz+7J4lFtcLa+/3NKJBKJpPoIgpzIqPkkJ28hO/tMdYfzSJHL5bRr1w5bW1sKC6s+8ZLLBJ5s7sHmKZ35bUIHutZ3Jk9r4KfgCP4+F1/l8fxLZqnEtqfp8jNnRySisQqL21g5wdCfYPIJ038D6LVwbEFx+6z70KRrT3qPnYTK3OLeO9+HgQEDearuUxToC3jz4JssDltcavQ0bH8sB365yo4l59HfNvVX5euLZetWRY/zTp7CmF+zW4w8aqo0ERQEwVkQhJ8EQZhy6/9H3mXftwRBEP/9H9DlTvs+DuRyC9zdn8beznRXSK1WExkZiUKhKJrSIYoiWf/cBL2IZStXzAKKWykc/m01h9auYOuPX5c6t67QQGp0DnKFjIGTm+PkZV3i+YKwMKJfeBH1gQOkzpt/xxj/7Q248NxCjKKRsc3GsvrJ1UXN4sukL4RD38D8ILj4ByjModsceLJ0nPdy+zQSd1tzlHIZPo4WfDCoCcff6cUHg5rg43iPEUmJRCKR1EiCIBRVD01O2VrN0Tx62rdvz7Rp02jWrPpGZwRBoGNdJ34Z156/p3RmSKAnL7T3LXp+/9VkYtKrNlGw7uiJ3N4MXVI++WdSqvS1TQG4FP/3ke9g93uwpDNEH3vgU2o1BcRfq5hWLGZyMz7t/CmzgmYhILDo3CJmH5pNgb6gaJ8G7dywcTInJTqXg79eK3Oabe7+A8SMG0fspMkYCwpKPS+pHEJVlu4VBOEQsEEUxQWCIJgD4cAwURRP/mc/M2Al8N2tTTrgvHiPYIOCgsTQ0NBKiLx6iaIBQZCX2p6Xl0d8fDwNGpgWXBdcSiP9lysIZnLcZwUhtzFN7QwPPcnf33yCTC7nuQ+/xKth41Ln0mr0pMXm4lnfocR29aFDxE2bjlhQgFX3bnh//z0yy9LJ1PGE48w5NIeswiycLZz5rMtndPLsVGq/EmJPwV+vFU8DbTLE1AvQ3vfux/3H6ehMVhyJZM/lZPbP6o63gym+uMx8POwspKmfEolE8ojIyTlPSOgzqFQudOl8tMzvRsmjKa9QT+ev9pOr0fN0S08m96xLPddKbO9w+2ufTSFz/TXktircZwchKKvpfRdzEv6ZaqowChA0Dvp8BOa25T5FfnYWv74/k4LcXF7+dhE2Ts4VFt6huEO8degt1Do1jR0bs6jPIpwtTOdPi8tl01en0euMdBvRgOY9vEscWxgRScyYMehTU7Hs0AGfxYuQWVTs6OXjRBCE06IoBt1rvyobERQEoTvQFdgGIIqiBtgJzC5j99GAHLAGzoqiGHavJPBRpdfncfRoV65cfRejUV/iOSsrq6IkUDSKZO+IAsCur19REpiTmsKuRd8D0GXkmBJJYFpcbtE0B5W5olQSmPXXZmInTUYsKMDumWfwWbCgzCQQwFxhTq42l86enflj8B/3TgIBzO0hKxZcGsHof+C51eVOAo1Gkd2Xkhi2+BjDFh9j24VEjKJIaFTxHH5vB0spCZRIJJJHiI1NcyzMfdFqU8nKevRu/NYEeXl5HD58mIIaNipToDPQp7EbAH+ejeeJ7w8xZd2ZKmlOb9nSBaWHFYYcLQVXHr7H3wPzbQ8TD5tmTskUELocFnWA67vKfQoLWzucff3RFuSz++eHqyL6X928u7F2wFp8bHxQypXYqIoTdWdvG3qObgTAkQ03SAjPKnGsWUAdfFevQu7iTP6JE8RNeR1jNUxTftxU2YigIAj/B7wjiqLFbdtmAx+Iomj7n32/A54EGgFRwIuiKN5zDPxRHBFMSPyDK1fews6uDUFtNgAQERGBr68vCkXJip661HzUxxKwH1QXQS5g0OtY/+HbJIZfI6B1W4bM/qCoVURCeBb//HiOgJbO9HmlCTJ5yXsC6cuWkTLXtE7P6dVXcZkxvVRPvXxdfoniL2GpYTR3bn7nthC6Ari4CQJfLG79EHUUfNqZeueU08bQWBYH3yQi1VRu2M5CyYvtfRnd0R93u/uvKCqRSCSS2iP85jdERy/By2sUjRp+XN3hPHLWrl1LeHg4/fr1K1p6UpPEZuSzJPgmG0Pj0N7qPdivqRtzn22JjXn5ryXuV2F0DhiMJZbdVKvkS6bm8wm31suO/gcCupfrUHVmBqtnTkaTp6b/5Bk07d67QkPL0mShF/VFo4EGowG5zDSKemTjDcL2xWJpq+K5d9tiZV+yZkPhzZtEjx6DIT0d65498Z73I4Ky8v5dH1U1bkQQ8ASy/rMtE7ARBKHEX5Uoim+KotgYaArEAtsFQXCrmjBrlsSEW70DPZ4FIDU1lTVr1rBo0SL0+pIjhEoXSxyerocgNyVZh39dTWL4NWycXeg/pbjZe3qCmu2LzmPQGVFaKBD+M2omiiLa+PjiRvFvziiVBB6NP8qTfz5JcGxxGeKWLi3vnARe2wEL28PfU+DSn8Xb/TvfVxIIcPBaKhGpeXjZW/Dh4CYce7sXc/o3kpJAiUQieQz821Q+JWVHqZkykocXFGS6djx16nNTXTAAACAASURBVFSVtJK4Xz6Olnz2THMOzenJ2M51MFPIiM8qwNqsjHZXFcjMz7bmJIEAbk1h/F7o+xk0HAh1upX7UGsHR3qMMRUfPLh6KXlZFVsR1d7cvigJNIpGZhycwXeh32EwGug0tC5eDewxt1ai15V+f5nVrYvviuXI7OxQHzhA4ocfVWhskpKqMhHUYlrrV9brlxmHKIqXgYGYEsZnytpHEIRXBUEIFQQhNDU1taJirRHy86PJyg5BJrPA1fVJAA4fPgxAnTp1UCgUiKKI5kZmqaF9o9FATloKMrmcQdPmYGFtGp7PzdCwdX4Yhfl66rR0pvvIhqWSPEEQcP/gA/x+WVOqUbzeqGfemXlM3DuRDE0G2yK23f2HSL8J656D30ZAVjS4NgVb77sfc5ukbA2fb79Sogn8673q8cPzgRyc3YNXOtfBqpI//CUSiURSc1hbN8HN7Snq1JmKWJ6q1JL70qBBA+zt7cnMzOTGjRvVHc4duduZ83+Dm3B4Tk++Gd6y6FomOj2PN347S3hK5TWB18blYsipAdMWZXLo9DqMWFc80yr9JmyZDprSfaRv16RbL/xbtkaTp2b/yp8qLcSLaRc5FHeIlZdWMuPgDDRGDf1fbc6wOW2wcyl7DaB5w4b4LluGwsMD++HDKi02SdUmgvGA3X+2OQB5oijeccK1KIq5wI4yjv33+Z9FUQwSRTHIxcWlrF1qraSkvwBwde2HQmFNRkYGFy5cQBAEunQxFVEtuJBG2vKLZKwtWf1JJpMzeMY7vPj593g2MK0L1OTp2DLvHOrMQjzq2dF3XNOiHi9GrZbkb75Bn2m6KyTIZFgGlRxRTslPYfzu8Sy9sBSZIGNqq6l82e3LsoPX5sP+T01z12/sAjNb6P8lvHbINMf9Hm4k5zJrYxhdv97Pz4ciWHAgvOi5xh62DGnlhVJea7qfSCQSiaSCCIJAs6bf4+P9EnK51AqooslkMtq1awfAyZMn77F39XO1NaexR/EKowX7w/knLIEnvj/E9N/PEpGqrtDXyz0cT8qCc+TsjanQ8z6U22/ob5sJp1fCoo4Qvvcuh5gazSvNzLl+4ggJ169WSmgtXFrw8xM/Y6uy5UDsAV7e+TI5skxU5qab+KIokpGQV+o4i+bNqLtrJ5atW1dKXBKTqryS3g3YCoLgetu2Rre234sCuFwpUdVQomgk8VYi6OE+FDCNBoqiSMuWLXFwcMBYaCB7q6niptmtQi9GowG9zjTwKggCrv4BAOi0BrYtPE9mUj6OnlYMmNQChco0X9uYl0fcxElkLF9BwsxZZcZzLP4Yz255ltPJp3GxcGFZ32W82uLVO08FDVlqagth0ELLkfB6KHSYBPK7j96FRmUwfnUIT3x/iD9Ox2Ewigxs4cHbTza6j9+eRCKRSCSSB9WqVSuUSiURERGkpFRDy4SHMOOJBrzY3heFTGDzuQT6fBfMmxvOEZVWOtl4EOaNHEAGeaFJ6FJrYM+7J78GryDIiYe1w0xVRjVlF9SxdXGl19iJPDXzXTwbVN51VjuPdkVFZK5kXOGFbS9wLeMaRqPIvlVXWP/5KZKjSscoU6mK/jtn925S5s6t0OI2kipMBEVRPAuc5NYUT0EQVEBfYJEgCM0FQVggCIJcEAQfQRBmC4LgfGs/X8AH2F5VsdYEOTnn0WjiMDPzwMGhI1lZWYSFhSEIAl27djXtsy8GQ44Wpbc1Vu3cAQj5exO/fTCLzMSSDVgNOiOCANYOZgye2hJzK9O6PENWFtFjx5J37BhyJydcZ5dOBLUGLR8d/4gMTQYdPTqycfBG2rq3LR204ba1Gu1eg8aDYewueGYJ2Nx7iedvp2IYvuQ4e6+kYKaQ8VIHPw7M6sHCF1rTwrsGzcuXSCQSSbXLVV/lxo3PpeqhlcDCwoKWLVsCprWCtYmnvQWfPdOcA7N6MLKdDzJB4M8z8fT+Lpi1J6If+vxKF0us2riDEXL2PPz5KpxLA9O1V5+PQa6CM2tMo4M395e5e7MefajfrhyV3h9SHbs6rBuwjtaurUnOT2b0jtFczbyCwkyOUS+y86cL5OdoyzxWn5ZGwpy3SF+2nNR58yo91sdJVc+tewboIgjCNOAH4ENRFPcC9TGtBbQEbIDxwDlBED4EhgPPi4/ZQgA7u0DatdtGo0afIggyjhw5gtFopFmzZjg5OaFLzkN9JB4ETAViZALx165wdMNaUiJvkpWcVOJ85lZKnpoWyJA3W2PtYCqqoktOIfqll9CEnUfp6Yn/urWYNy7dY1AlV/FVt6+YEjiFxX0W42ThVHIHgx6OL4QFQVBwa8Gx0hyeXwu+He74MxqNIrEZxXfT+jd1x8POnKm96nH07V58MqQZfk5WD/gblEgkEsmjLDVlJzGxy0lM3FTdoTyS2rdvT926dWnUqHbOyPF2sOSLoS04MKsHzwV5IxcE2tdxLHr+YUaWbPr4gkKg4Hwa2viKnXpaIeQK6DLdtBzHsxXkxMGvIyA3+a6HpURFkHC9YhrNl8XB3IGlfZcyMGAgTZyaUN++Pl2fq497gC3qzEJ2L7uI0VC6gIzC2RnPr78CuZz0xUtIW1J5axofN1XaUL6yPYrtI/517tw5Dh06xIgRI3BxcSFt6QUKI7Kxau+OwzP10ajVrHlrKrlpqQQNHkr3UWMBiL6Ujk9jx6K1gP/SRkcTM3Ycuvh4VPXq4rt8OUq34lG7kKQQwlLDGN98/N0DiwuFrdMh6YLp8aAfIOiVux5iMIpsPZ/AwgPh5Gr0BM/uiUphuiehNxhRSGv/JBKJRHIPavV1Tp56EoXCjq5dTiKTSSXmJXeWri7Eydq0plQURV5ZFUJLb3vGd63zQG0nsrZFoD4cj1kDB1zGNqvocCuOQQ9HfwCFuamwzB3EXDzPH5+9j62LK2O+WYDSrPIqsYuiSIG+oKgFWVpaFlu+vkh+jpaWvX3o8mz9Mo/L3rKVhDlzQBRxe+dtHMeMqbQYa7ua2D5CUk4Gg6bUtsDAQKZOnYqrqyuaS+kURmQjs1Rg29cfURTZ/fM8ctNSca9bny4jXgLg6olEts4PY+dPF0rd+creshVdfDzmLVrg98svRUmgKIqsuriKCbsn8OOZHwlJCik7yIIs2PomLOtjSgLtfeGFDXdNArV6I+tDYuj97UGm/X6O68lqRNFU4etfUhIokUgkkvKwtm6AlVV99PpsMjPv2WpY8pj7NwkEOBebxcFrqfy47wbdvj7AssMRaHT3N/HMpocPgpmcwuuZFEb8tztaDSJXQLdZJZPAi5tg3yegL56K6dWoMc7evmQnJ3F0w7pKDUkQhKIkUG/U8/65t7nUeheCTCBsXyw3QsoeubQbPAiPTz8BIPmLL8n8fX2lxvk4kK66a6Cw8+MJCR2KOq9k2eZ/SyObN3LEtq8fdgMDkFspOb93JzdOHkNlYcHAaW8hVyiJvZrBgTWmClDejRxKtYhwnjIZ17ffwnfFChQOpkIzaq2aNw++ybenv8UgGhjbbCytXFuVDvD6LljQFkKXm0oXd5kBk09Cg35l/jw6g5HVx6Lo8c0B3tp0gaj0fHwdLflyaHOC5/SgvpvNw/7KJBKJRPIYcnUdCEByymNVRqBKxcfHs3HjRq5du1bdoVSYVr4ObJzYkSA/BzLzdXy67Qq95h5kQ0gs+jKmJpZFbqXEpqcPVh08UDhbVnLEFahQDdtmweG5sLwPpJr+XeUKJX0nTkMQZJzZ9jdJ4derJJy43DgupV1iV+FmrjUy9aY+fyD2jlN37YcNw+399wFImTu3qNq95MFIiWANo9EkkJl5ArX6CmYqN44dO8bu3bvJzS3uhyMoZNj28sWqjRvZKUkcXL0UgD4TXsfezZ30eDU7l1zAaBRp2ceHFj19AMg7fhx9mqkfnyAIOL38MnJr0xq8G5k3GLFtBHtj9mKttOaHnj8wo80MFLIyqnwqzCEvBXw7wsQj0OcjUN35Q1AmCKw6FkVCtob6rtb88Hwg+2d2Z0Q7X8wU8or5xUkkEonkseN2q8duaupujMayC01IHk5MTAyXLl3ixIkT1R1KhWrr78jGiR1Z8XIQjdxtSMjWMGfTeYYtOV7u9YO2PXxwGFIPua3q3jvXFGbWpr6D9r6QGAY/dYMTS8BoxL1ufdoMGoIoGtn10zwM+v+2/654/nb+rBuwDn9bf/bbbuJMw200fMmy1ADG7RxHvYjbu+/iu2J50WCG5MFIiWANY2oZIeLs/ARGoxmHDx/m2LFjpKWloc/UYMwv+Udp6+JGt1Gv0PKJATTu3B11ZiFbF4Sh1Rio29qFzkPrAZCzcycxE14lZvwEjHklSyifSDzBi9tfJDonmgYODfh90O/09u1dvINeaxoF/FdAdxizFV7eDq6li8uoC/UsOhhOSq5piqtcJvD+wMYsGdWGXdO7MaSVlzQFVCKRSCQPzcqqHtZWDdHrc8jIOFrd4TySAgMDUSqVREZGkpx892IjtY0gCPRq5Mb2N7ry44hAfB0t6dnQpSgJuZ86GqJBRDTWkrobfp1g4lEIHAV6Dex8C9Y+A9nxdHr2BezdPEiLieLU339USTi+tr6sHbCWth5tOeW4m3H7X+Fo/FFEUbzjv4Hj6JewaNGi6LFBXTHtQR430tV4DSKKIomJfwLg4TGUM2fOUFBQgLe3N35+fmRuvE7S3FAKI7OLjhEEgVb9B9Nn/GS0BXq2LgwzNYyva0efV5ogyASyNm8m/s2ZoNdj1aEDgmXJ0buGDg2xM7NjcMBg1g5Yi5+tX/GTsadMd4t+fQ6ijxdvr9MVZCXfPnm3EsCuX+3n653X+Ck4oui53o3d6N/MvVTRGolEIpFIHoan1wi8vF7A3NyzukN5JFlYWBAYGAjUvlYS5SWTCTwd6MXeN7szsXvdou3rTsYwfnUo4Sl3rwyquZZB8g+nyQ9LrexQK465LQxZaKrwbukEEQdhw2iUKjOeeHUqAGd3bEGrKaiScOzM7FjSZwkD6gwgX5/PtN0zWL/wMBeD4+95bPbWbdzs0wfN5ceq5XiFuHt3b0mVysk5S0FBFCqVC3a2HTh2bCEAXbt2RXOxuECM0s2S6PPnsHV1xcG9+ItPBCysldi7WZoaxivlZP72G0kf/w8A59dfx3nKZARBICU/BUdzRxQyBQ7mDvw+8HcczR2Lh+ILc2Hf/+DUUtOZHevCHZrH5xXqWXM8mp8P3STz1ohla197ejVyrbTflUQikUgkAD7eo6s7hEdeu3btCAkJISwsjD59+mBhYVHdIVWKfyuYg6nF1dLDEUSn53PgWgoj2/kwvU8DnG8rOvMvQ64OfWoBOXuisWzujKCoReMsjQeDdzvYOgO6vgmCgG+zFvQeO4mANu1QmVfdv7VKruKLrl/gYeVB/MUc0i/qOXLlBi5+NrjXsSvzGFEUUe/fhyEri5jxE/BbtxazOnWqLObarha9Ux99Cbd6Ibm7P83585fIzc3F1dWVev51yd4WCYBtP3/UeZls+eEL1r49jYyE4jslZhYKBr3ekiEzWmFurSR9xcqiJNB19ixcXp+CIAicSDzB8H+G8+OZH4uOdbJwKk4Cr+2Ehe3h1M+mYjBdZ8Kko+DbvlTMOy4k0vXrA3y18yqZ+Tpa+9rzy7h2bJrUic71nCvrVyWRSCQSiaSKuLi4EBAQgF6v59y5c9UdTpWQyQQ2TuzIC+19EUWRtSdi6PHNQRbsv0GBtmSFUcvWrihcLTFkaMgLSbrDGWswGzcY+St4F3cbCFSFYfufooVVQSbImN5mOp+/9A7Ne3pjNIjs/PkCuTn5Ze4vCAIeX36JVefOGDIyTK3REhOrOOraS0oEawhRNJKefhAAV9chHDlyBIAuXbqgPhSPIbsQpYcVFq1d2DbvGwrz8vBp2gIHD08iw1Ix3KpyJVfIsLI3I+/YMVK+/hoAt//7AKdx4zCKRpaeX8pre14jszCTG5k30Bn/sxD41FL47XnIiQfP1vDqQej9f6As+46Qq605GXlaWvnas2asKQHsWt/lrot8JRKJRCKpSHp9LomJm4iN+6W6Q3lktWvXDoDQ0NCHasZem7jamPP5M83ZNb0bvRu5oi7UM3f3dXrOPUhkWvGaNEEmYNfXtKwmZ18MxsL7a0VR49w8AMFfwaqBGPd9xrmd/6DOSK/SEJQyJZ2H1cO1jg15mVoWfrsZdWHZ6wBlKhXe8+dhERiIPjGRmLHj0GdkVGm8tZWUCNYQgiCjQ/vdtGi+mNQUJZmZmTg4ONDIsx65wbEA2D9dl5Ob15Nw/QrWjk70mziNq8eT2L74AtsXXSixSNmyY0ccXnoJj88/x/GFF8jT5THjwAzmnZ2HUTQyseVEFvZeiPK/DXibPgN2PtDvCxi/F9ybFz2Vr9XzU/BNZm0MK9rWxs+BzVM68+ekTnRrICWAEolEIql6Gk0Cl6/MITJyHkajvrrDeSQ1aNCAnj17MmrUqMfuu76+mw3LX27LrxPa08zLFlsLBb6OJestmDd1Quljg1GtQ308oZoirSD+XUyzwUSRI5s2sG/lzxxY+kOVhyFXyGgywg6NMg+bZHc+XrCAtIK0MveVWVri89MSzBo2RBsZSez4CRhuq7gvKZvwKN3VCQoKEkNDQ6s7jAoRExNDYWEhDid0aC6lYxnoQkErkfUfvoWIyLPvf4Yg82brgjCMRpFuIxrQrJsnxpwc5Pb2Jc4VlR3FtAPTiMiOwEZpw5fdvqSbdzfTk+k34dh8GPANyG8lhXotKIpLIWt0BtadjGHxwXDS1Kby3Dund6WRu22V/C4kEolEIrkbURQ5cbIv+fkRtAr8BUfHTtUdkuQRZTSKpKoLcbM1ByApW8P//X2ROf0b4p2tJ235RQQLBR5vtUVmXstLcUQeIue3Kaw6741OlDPk+T7UHTq9ysMIDb3CiWUJgMjxNuv55Ll3CLALKHNffWoqUS+OwpCZie+qlVg0bVq1wdYQgiCcFkUx6F77SSOCNYDBkI/BUFhim6+vL/Xr18e6kycqXxvMe7izff5cRNFI26eGYWkfwI6fTb0CW/X1pVkXdxLffY+oUaNKNdecd3YeEdkR1LOvx++DfjclgQYdHPkeFneC0yvhxKLiA24lgTqDkd9OxdBz7kE+2XqZNLWWlj72rHqlLQ2lJvASiUQiqSEEQcDVpR8AKam77rG35GGJoohOV/k95moimUwoSgIBFhy4we7LyfT74TBfXo5H5muDoJChT62aapuVqk43bKcH07mpafRz36ataI8vq/IwgoIa07y/Oyk+N7gkP81L21/iTPKZMvdVuLjgu2IFfr+seWyTwPshJYI1QFzcWo4c7UBc/G+kpZUc8java4/r5ECSk26izkjHtU5dAvsOZ9vCMHQaA/WDXOkwwIf4WbPJ3rwZXXwC2oiIEuf4sOOHjGw0krUD1uJr6wtJF2BpL9j7kal/TIvnIfDFEsfoDEYGzjvMO39eIDFbQyN3G5aNDmLz5E70aOj62E0LkUgkEknN5uLaH4DU1F2IorGao3l0hYeHs3DhQoKDg6s7lBphRp8GRQVlVh2PZkxKKvu7uyDztKru0CqGpSOt3lmPq5s9uXpzjl0tvPcxlaDb0014e84Yuvp1Jkebw4TdE7icXna7CJW3F+aNGhU9Lrh4CdEofSaURUoEq5koiiQm/Ylen0N2lpEFCxbw559/Yrg1BfNfdQLb8OLn39Fv4kx2/nzF1Cuwnh09R9Ylfvp0cnfuRGZtje+ypRibN2ThuYVFhWDszOx4t/27WAlKOPAF/NwDks6DnS+M2gRDfwYrZ0RRxHhrnaFSLqNTXWfqOFsxf2Qrtr/RlT5N3KQEUCKRSCQ1ko11U8zNvdFqU8nOLnu0QPLwVCoVaWlpnDlzBr1eWo/pZG3G5880Z+vUrnQIcOSGRsv7W68wYN5hzsZk3vsEtYBMoaDv9I8QBBlndu0iOfIm6DRwZg1UUYIlCAKWSku+7/k9z9Z5ngGGkTR0aHjP47L+/Iuo554j5dtvqyDK2kdKBKtZbu5F8vJuoFQ6cuaMKfmzt7IjaW4oGeuvIeqL/8Bc/QOwd/fE0k6FrYsF/UbXI+H1yagPHkRuZ4fvypUk13Pkhe0vsCRsCfPPzC/5Ylf+geAvwaiHthNg8nGo1wdRFDlyI40hi46x5XzxAufZ/RqyZ0Y3Brf0lBrBSyQSiaRGEwQB11ujgikpO6o5mkeXj48Pbm5u5Ofnc1lq4F2kiactv03owJJRrfFxtCAhWY11aGqpG/u1lVtAPVoPGIwoGjm7cwvs+QD+mQrrhkFucpXFIYgy6gc/gfuJ1kSfN1UG1eg1d6xkq3B1BZmMjOUrSF+5qsrirC2kRLCaJSaZegdaW/fi5s1olEoljTJcETUGDPk6Nn/3KVePHSraX2WuYMCkFgyZ2pTUGVPIP34CubMzvmvWcNI+jRe2vUBkdiT17OsxvMFwuP0Po9kwaDUKxmyFgXPBzJrT0RmMXHqCUctPEhabxdoT0UW7W5kpUMilt4hEIpFIagdXlyexswvCxqZJdYfyyBIEgbZt2wJw6tSpao6mZhEEgf7NPNgzozsb/L2wOJVMbnAcABtCY8nV1O51lZ2eG0XvcZPp++pUqNsLLBzh5n5Y0gUiqmaqsFwuo3FHDwD2r7lCSnImE3ZP4JvQbzCWMSXcuktnPL/4HICUr74ie8uWKomztpCu8quR0agjOXkbAJER7gC0btgCY1gWyAWiVFeIOH2Kg2uWEREWj0FneoPLZALWLjZYNGuGwt0d3zWrWanZx9T9U1Hr1Dzh9wTrBqzDNzcVlvWGjFtrBgUBnl4IdbpyOSGHcatCGLb4OCciMrA1VzCnf0NWj21XLb8LiUQikUgelp1dIEFt1uPhMay6Q3mktWjRAjMzM+Li4kiUmneXYq6UU29wPQDUxxM5ei6BOX+cp+fcg2wIiS1ahlPbqMwtCOw7AJlcDg2fhEnHwL8r5KXAmqdNy4+Mld9DsWVvH/xbOFOYr2f7z2FcTr3CL5d/4b0j75Xujw3YDR6M61tvAZDwzruojxyt9BhrCykRrEYZGYfR6TIwM6vDhQtZyOVyGsY7ASA0teDwVlNj3DYDxrHzp+v8/eNZDLemigqCgOvbb+GxYR1zon5g0blFCAhMaz2Nbzt9huXBr2BZH4g/DYfmlnjd/VeTGTj/MPuupmCpkjO1Vz0Ov9WLyT3qYamq5aWOJRKJRCKRVCqVSkVgYCAAISEh1RxNzaTyssaiqRPojbhfzqK1rz1pai1zNp1n2JJjXIzPru4QH4o6I52Q4OOIL22G7qYki+AvTQlhobpSX1sQBHqPaYy1oxl58UbeFr/DQmHB1oitvLH/DfJ1+aWOcXrlZRzHjgW9nrg33qDgwoVKjbG2kBLBapSZeQKAnOzGgEAzr4aoEg3IbJTsObEM0WikafeBnNsPolHE3cecpLffQn+rsqggCFi6uGMQDdiobFjUZxHj7Vsg/NwNjt5q/NlpKgz8Fr2heLi8U11n/J2sGNu5Dofm9GRm34bYWSj/G55EIpFIJLWOKIrk5JwnKmrxHdcNSR7ev9NDIyIiMBgqfxSoNrJ9wg8EMLuUwfqRrfnh+UBcbMw4G5PF4AVHeH/zBbLya98aQoNex7r3Z3Jo7QrCT5+Cnu/CS3+BlStYOICq8iummlsp6Te+GTKZQMoJPd/4LcHBzIEj8UeYsGcCWZqsUse4zpqJ7VODkalUVVbkpqaTGspXI1EUyc29zJEjFzl7Npxhxo5Y5ymJdY7gWMhGnLz9EVTPoc7UE9DcngZ7P0V75QrWvXrhuWAecpkcgFxtLlm5ifiErobjCwERnBvA04socGvNiqOR/HYqhm1Tu2JnaUr4tHojKoV0H0AikUgkjxZRNHDkaCe02jTatf0HGxupl1hluXnzJn5+figU0myiO0n/7SoFYalYtXPHYWh9cjU6ftx7g5XHojAYRSb3qMuc/o3ufaIa5uzOLexf+RPWjk68/O1izCwtTUVjFGZgYW/aSZ0Klo5w63q1MpzZHc3xP2/Sso8P3k8oeW3PayTkJRBgF8Dq/quxN7cvsb+o06FLTkbl7V1pMdUEUkP5WkAQBGxtmzJgwPO8OXkabk18MDjBsZCNyJUqVNYDUGfqcfWxpN4uUxKo9PPj6MimjNs9Dq3BdBfJRmWDj8EIp342rQPsMgP9hGB+T3Sjx9wDfLPrGnGZBWy/WDyPX0oCJRKJRPIoEgQ5Li59AUhJ2VnN0Tza6tatKyWB92DbxxcEyAtNRp9ViI25kvcHNWHHtK4MbO7BpB51i/bN19aedhwt+w7Ao15D1BnpHPl9jWmjjVtxEqjTwNqhpqmiOZW3jrRVH1+emhZIl+H18bfzZ82Ta6hnX49Gjo2wNbMttb+gVJZIAtXBwRjUlTuVtSaTRgSrSWFhCmZmrqW2J16/xvaFc7Gwa0dmSl1s7JUEXZ6PcP0CyoA6bJjSlN/STF9sP3T/lt5+T5iSP4AzvyC6NmFPthdf77pGeIrpjd3My5Z3nmxM53rOVfbzSSQSiURSXTIyjnL23GgsLQPo0H631AO3khUUFKDRaHBwcKjuUGqknAOxqLysMatvf8f3Yr5WT9/vD9G9gQuz+zXE3lJVxVHev5SoCNa+Mx1EePHz73ALqHfbk1dh9WBTIRlLZ1PP6nq9Kz0mg8FInkGNhdwCpfz/27vz6Kqq843j3/dmDhkISYAwBFCDDIIyKgi/iCJYFQt1aNWqxQoUraBQtK216JJqnatWK1AFh1qrVkFrRUCsM8hcZsogUwgJmUgCmffvjxsgIBAIyb03yfNZy5WVc/c5eRIPcN/sfd7tXQXnnDvmzz1v9mzSfv0bIs8/n7bTpnqXjDYQmhEMYEVFaXz5VX8+/3w4//3vSspLD6+tT+p4NjdOeYa4VucTEuah+9pp2MZVBJ3Rnid+Fsvf984hPCicx7v/kks+/D2slO6I5AAAFMNJREFU/ufhC/e8ifuXhDL6taVsyigguVkkz17fg/fvGKAiUEREGo2mTc8nJCSO/fu3UFj4P3/HadA2btzIk08+yccff+zvKAErZlBbwjvGnfAXEou2ZpOeV8TfFm1n0BP/4c1vtwd8d9Hm7c+g5w+uwrkK5v/1eSqqdgxt3gl+8SV0SIX9e+H1q+GTh+q0q+jenQX846Fvyd5QcqgILCwtZNS8USxO/35To4hevQhKiGf/woWk3XsvrhE+N6hC0A/S93wAODIyCnn33fdY/tQ8shZvPvR6eHQkl43uxqUddxC2cQmc2Y57ryvmqwOraRHZgpnNL+ayD34Lmetg4V+OuHEvPyeJZk1CeWBYF+ZPSOUqbQYvIiKNjMcTTGLCpQBkZGp5aF1KSkqioqKCDRs2kJv7/QYdcqTyfcXHPD7o7OZ8NH4g/c6IJ2d/Kb9+dxVXv/g163bv83HCU9P/2huIimvGni2bSdu4/sgXo1t4m8gMus+7eu2LJ+C1EVC4t06ybF+TRU76fj6ZuY6CnCIA/r7+7yzavYhfzPsFn+04cq/D0DZtSJ42DU9UFPkfzSHj8SeOddkGTYWgjznnSE9/D4C0tGQSPDG0yIlk4Utv8P5TT1FSudmoeYz2t/8Uz7ifc8fwvWyyTLo37cibOaV0/fpFqCijqMfP+UPCo0z65+EWuP3PSuCrey/mZxd20HOAIiLSaCU2HwpApp4TrFPR0dF06dIF5xxLly71d5yA5Zwj+52N7P7jt5SmFx5zTEqLaN4YdT7PXt+D5pXdRa987kumfrb5mOMDQWhEJJfdPoEbH36KNp2O0ZjJEwSp98DNs6FJImz9DNa9XydZelyaTHKXZhQVljL3pTVUlFcwsutIru14LSUVJdz16V3M2Xrk3wfhnTvT5rlnITiY7BkzyH7t9TrJFqhUKfhYQcE6Cgv/R1lZODk5rehW1JYDroCNOYvZtjqbWY8tpmCb96FaMyNl7ATOO2sgV8V05OVVX5KQtgIX05oPz3uRPsuHMn3RHt5bvotduQcOfY2I0LrrziQiIlIfNIvrT0REe2JizqWiov616K9PDm4lsWzZMm0lcRxmhoV4oAL2zdt2wnFXnduK+RNTuaVfOyqco1183W/HcDradT/vyOcDj6XD/8GYL2DQ76DXyDrJYR5j8MguNIkNZfemPBZ9sJUgTxD3X3A/I88ZSZkr457P7+Gdje8ccV6Tfv1ImvIQAHsefpj8+fPrJF8gUiHoY+npswDIyEimiYuiQ0VzlmbMxUKaYiEDYeNK0n7xczJ2bgTAYx4e7fcgU3ZuJaysiJ3tRnB56WPcsTCG/KIyBqYk8OG4AbRuGuHPb0tERCSgeDyh9LtgPp07P4LH03CaQASi5ORkEhMTKSwsZP369dWf0EjFDGoLwcaBNVmU7D72rOChseEhPPjDc5g/IZWhXVscOj5r+S7S84rqOmqNbVm++PtLRA+KSYLUSYebHGZthvfHQcmJfxanIiI6lCG3dcUMln28jR3rszEz7u55N+N6jMPhePCbB3llzStHnNd0+HASxt1JUEI8wUlJtZYn0KkQ9CHnyiufD4SMPWfQrbQtGQe2k7Z/C0HhQ4kuyabz8qlsrUhn0jf3UVSUB0BIeAzlP5zK43GTGbDhWtblGGc1j2LGyD68emtfOrX8fntcERGRxk7dQn3DzOjd29ugsL50b/eHoJgwovp6i4z8T44/K1jVmYlRh+7jtWn7mPj2SgY/9RkzvtpKeYA1k1n31We898cHmTftOcrLqtkKwzmYdTssewWmXwJ7a6+pU6uUOHpf0QEczJ+xlpIDZZgZo7qP4jd9fwPAptxNHL1zQsLYsZwxezYRXRvP3qMqBH2osHATpaW5HDgQTcm+JDqWtWRF1icEhfclnBi6Lf8z21qVc//VJezdv5msjyYeOjc4uQ/ZbQcT3ySUKcPPYc74gQw6u7n+kRMRETmB0tJ9pKfPprg4w99RGrTu3bsTEhKCc46y6oqARiz6ojbeWcHVWcd9VvB44pqEcEmn5hQUl/HgB2sZ/vxXrNqZV0dJT91ZfS4gtkVL9u7YxvKPqnkO0AyGPQMJHb3ND6cNgrWzay1L7x+0o9058fQfcSahEYf3uryh8w38dchfeaDfA997D21mBDdrdujzfXPnUpaTU2uZApH2EfSx/fuzWfrpvyhc6CE8K5tluSsJi7qWniv/TGbUVqb82DiXcp5I302YRbF02FwuPK8LALn7S/B4jJjwED9/FyIiIvXDqtV3kpHxbzqm/J62bW/xd5wGraCggKioKH/HCHi572+m4Os0IrolEH9j51M+f+6adCa/v4bdeUV4DG7p356JQ84mKiy4+pPr2NblS3j3jw8QEhbOyKdfJDq+mu3LivNh9i9hrffRKfr9EgY/CEGn/70cb//AqvaV7OONdW8wqtsogjyHe2zk/vNddt93HxE9epA842U84eGnnceXtI9ggIqMbMbAK24mdcJV7AjLI6TJD+i88R9kRm5mynXGsOICXkhLY407l9TCR5i8IPPQPjJNI0NVBIqIiJyCxITBAGRkap+7uqYi8OREp7bBQj1YiAdXg+WdQ7q2ZN6EVH4+oAMAM776joc+WFvbMWukQ4/epPTtT2lxEf95ZXr1J4RFw7UzYegj4AmGb/4Mf7saamFPv6pFYNauArJ2FRzxunOOif+ZyPMrnueez++htLz00GtNBgwgOCmJA8uXk3ZPw91jUIWgjxQVp1NaWqWzZ1wMNz55H53j11LIQh75cRDjCnOZlFXIQ6W3cMOBSbROPoPHrumufQBFRERqKD5+EGbB5OYupqQk299xGoVdu3axY8cOf8cIWEGxYST9ui/Nrjsbq+F7vKiwYO6/sgvv/3IAF5zRjPGDU2o5Zc1ddMsoQsLC2bjoK7auOIktRcyg3+1wy78gqiV0uhI8tVei7NqQw9t/XMLH01dTWnK4q62ZMfbcsUSFRDF321zGfTqOojJvI56QFs1JnjYVT3Q0+XPnkvHY47WWJ5CoEPSRVasmsWBBL2b9ZTIFmd713B6Ph4sf/h0rfpbEo3mZ9MhtxpXFU/gkejjPXd+Tf47tT8/kOD8nFxERqb9CQmKIi+sHVLB37wJ/x2nwVq9ezfTp05k3b56/owQ0T2TtrPA6p3Usb47uR6vK7vHlFY7Rry7h/ZVp32uG4isxCYn0u+Z6AL6d/fbJn9iuH9yxEPrcdvhY3s7TztO8Qwwx8eHkpO/ny7ePbErTs0VPXhr6Ek3DmvLlri+5c8GdHCjzTtyEpaR49xgMCSF75kyyX33ttLMEGhWCPlBcnEle3jd4gkooyIjlw3ufZOPyZYC3GLx7xDusLh7BT9wUhl1yMZ9MTGXYua3UCEZERKQWJCYOASBz71w/J2n4UlJSCA0NZfv27WRkqEHPiTjnOLA+m7wT7Ct4quasTmfu2j2M+/tybntlCbvzDlR/Uh3oefkPGXD9LYy45/endmJE3OHtJfZughf6wb/uhrKa7wUaEhrEkNu64gk21n6RxuZlR96XXeK78PLQl4kPj2fh7oWMnT+WwlJvI58mF1xAqz9MAWDPI480uD0GfVoImlmCmU01szsqP15/nHERZvaMmd1lZk+b2d2+zFnbdu58FzNHTnZrkvJi2FvWlCUP3UVmbjoAUbHN6HHjH5gz8VLGD04hPEQbwouIiNSWxIRLASM7+wvKygqqHS81FxYWRvfu3QFtJVGdioJSsl5bS/6C7afcQfR4fnBOSx75UTeiw4L5ZH0Glz71Oa8v3Hao34SvBAUHc/7wawmNiKz5RTLXQVkxLHkZXrkS8tNrfKmENtFceLV30/tPX19PfvaRezGmxKUw47IZNI9sztI9S3lrw1uHXou96ioS7xpPcMuWhCQn1zhDIPL1jOC7wCrn3PPAeOBxMzv/GOOmAaXOuT8BE4CbzOwaH+asVd9tfROAsvRubMveSVLGp6zuv5OFHxzezLLfmfHaFF5ERKQOhIUlEhvbi6iorpSUZPo7ToPXq1cvAFauXElJSc1nchq6oOhQmvRtCQ72LdheK9f0eIzr+yYzb0Iql3ZpQUFxGb+btZqfTF/Ilkz//BKktKiIVZ/OPfWlqp2Hwa0fQUxr2LEIpl0EOxbXOEe3i9rQvls8xfvLmPfyGirKj2wA0yG2AzMvm8nIc0ZyS9cjOwzHjxnDGbPeI7xjxxp//UDks0LQzFKBgcCHAM65ImAOMOmocR2AG6uMc3gLyF/7KmttysldC57tlJWFELG1PRFZ29iRugYrvIEDnY45ISoiIiK1rGePV+nT+x0iIzv4O0qDl5SUROvWrSkuLmbNmjX+jhPQYi5qC0HGgVV7a21WEKBlbDjTburF8zf0JCEqlG+3ZrNgve+X6rqKCt64/1fMffFZNi9ZdOoXaN0LRv8H2l0I+bth5uWw9JXqzjomM+PimzsTGRtK5vZ8snZ9/+fdNrotE3pNwGPeEimvOI+sA1mYGUGxsYfG7fv3vynft69GOQKJL2cEU4Ei59zWKsc2AEOOGjcQMGDtUeN6mVkz6pmFcx8FID/jTPLT9pDTewWkTOeeSZO5rk/Dml4WEREJVB5PmL8jNCq9e3u3MNPy0BMLig2r9VnBg8yMK7onMX9CKncP7sjICw//EmR/SVmtfq3jZvB46HbxUAA+fWU6pSXFp36RqOZw82zoOwbKS+Dfv4Kc72qUJyI6lMtGd+O63/YhMTn6hGPzS/IZM28Mt358K5n7D68kyH7tdXZNmMiuu+7ClZae4AqBz5eFYCsg96hjOUC0mTU9ahxHjc2p/FjvKqdSvgOgYnNHcnukMWTMp4y/5hJia6lblIiIiJwc5xz5+WvZv7/2mnPIsXXt2pWmTZvSunVrysvLqz+hEaurWcGDmkaGMn5wCkGVW1Xs2VfEFc9+SVGpb/6/nDfkchKT27Mvcw/fznqnZhcJCoHLH4MfvgBXPg1x7WucJ+nMWOJaNql2XEl5CcXlxWzJ28KdC+48tLQ1atAgguLjKfz6G3LeequaqwQ281VrWTN7FhjunEuucmw0MBWId85lVx6bADwJBDnnKiqPDQE+Bno555Yddd3RwOjKT8/GO3sYaBKAvf4OIXKKdN9KfaN7Vuoj3bdSH+m+DWztnHOJ1Q0K9kWSSruA2KOOxQGFB4vAKuOoHJtTZRzA93Yndc5Nw9tcJmCZ2RLnXG9/5xA5Fbpvpb7RPSv1ke5bqY903zYMvlwaOheIMbPmVY51qjxe1QKgHEg5atxy55xafYmIiIiIiJwmnxWCzrnlwCJgBICZheJtFPOCmXUzsz+bWVBlsffOwXGVhgEv+CqriIiIiIhIQ+brfQRHAAPMbDzwJ2Cyc24+3tm/K4CDu06OAhLMbJKZPYF3+4iXfJy1NgX00lWR49B9K/WN7lmpj3TfSn2k+7YB8FmzGBEREREREQkMvp4RFBERERERET/zZddQEREREamisonezUAx8LVzbqmfI4lII6EZwTpkZglmNtXM7qj8eL2/M4mciJkNNLMlZlZoZivM7BJ/ZxI5FWb2iJk94O8cIifDzK4CPgMWO+eeUxEogc7MzjSzp83sdjN7zMwm+juT1JxmBOvWu8BbzrnnzSwc2GRmW5xzi/wdTORoZtYaGIu3WVME8Cgwy8xSnHPpfg0nchLMbBhwNfCGv7OIVMfMBgFvAoP0vkDqkTeBO5xz3wKY2edm9o1z7ms/55Ia0IxgHTGzVGAg8CGAc64ImANM8mcukRMYCoxxzi2v/Av9Z0AUoA1jJeCZ2VnAWYDejEjAM7MgYCrwpopAqWc6A82qfJ4DxPspi5wmFYJ1JxUocs5trXJsA969E0UCjnPuZedcfpVDuys/fueHOCInzcwigdHAM/7OInKSLsS7dVaUmb1sZmvMbIaZRfk7mEg1/gH8pXIP8P+rPDbHn4Gk5rQ0tO60AnKPOpYDRJtZU+fc0a+JBJo+wALn3Gp/BxGpxm+BR51zFWbm7ywiJ6MHUAbc55z7n5nFAkuAPwDj/ZpM5MRuB14FluJdgXGpc67Uv5GkpjQjWHdKgKP/YHiO+igSyMYAt/k7hMiJmNmtwGznXJa/s4icgkhgp3PufwDOuTzgdeBHfk0lUr1YvBMbD+B9dOTjylUZUg+pIKk7u/D+YakqDih0zmX7IY/ISTOzu4A/HbW0WSQQjQW+MLMiMysCbgJ+V/l5Ez9nEzmeNLzPYFe1jSOfvRIJRB8CM51zD+MtBLsA9/o3ktSUCsG6MxeIqdwf6KBOlcdFApaZ/RRvK/ODHcGCTevtJEA55/o458IP/ge8Bkyp/LzQ3/lEjuMzIM7MEqsciwQ2+SmPSLUq79fewAoA59x64Gmglz9zSc2pEKwjzrnlwCJgBICZheJtFPOCP3OJnIiZ3YT3t9RZZtbJzM4D7gdUCIqI1BLn3Hd4Z1ZurHL4EvQeQQLbXrwz1+dXORYJLPZPHDldahZTt0YAj1XuIXg2MNk5N9/PmUSOycx+BMwAgo56abJzrsIPkUREGrKRwLNm9gAQAvwXmObXRCIn4JxzZnYl3uX3/YAKIBSY7N9kUlPmnPN3BhEREREREfEhLQ0VERERERFpZFQIioiIiIiINDIqBEVERERERBoZFYIiIiIiIiKNjApBERERERGRRkaFoIiIiIiISCOjQlBERERERKSRUSEoIiIiIiLSyKgQFBERERERaWRUCIqIiJwG87rWzNab2a1mFmtm88zsGX9nExEROZ5gfwcQERGpz5xzDnjbzM4GLgfCgCuBUL8GExEROQHz/vslIiIip8PMLgH+BXRxzm31dx4REZET0dJQERGR2rEVCAfy/R1ERESkOioERUREasc1wCrgQn8HERERqY6eERQREakhMwsHYoCBwDtAG+BiM9sHLHPO5fkzn4iIyPFoRlBERKTmBgIrgDLn3BZgFvATIFpFoIiIBDI1ixEREREREWlkNCMoIiIiIiLSyKgQFBERERERaWRUCIqIiIiIiDQyKgRFREREREQaGRWCIiIiIiIijYwKQRERERERkUZGhaCIiIiIiEgjo0JQRERERESkkVEhKCIiIiIi0sj8P5a6T6Z5+vq4AAAAAElFTkSuQmCC\n",
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