{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/stammler/dustpy/HEAD?labpath=examples%2Fexample_planetesimal_formation.ipynb)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Example: Planetesimal Formation\n",
    "\n",
    "This example demonstrates how to add planetesimal formation into `DustPy` models. We follow [Stammler et al. (2019)](https://doi.org/10.3847/2041-8213/ab4423) that showed that planetesimal formation could explain the optical depths observed in dust rings of protoplanetary disks.\n",
    "\n",
    "The method is described in detail in [Schoonenberg et al. (2018)](https://doi.org/10.1051/0004-6361/201834047). Planetesimal formation is triggered as soon as the midplane dust-to-gas ratio exceeds a critical threshold (typically of the order unity). If this threshold value is exceeded a fraction $\\large \\zeta$ of the dust mass per settling time scale of each mass bin $i$ is converted into planetesimals. $\\large \\zeta$ is assumed to be $0.1$.\n",
    "\n",
    "$\\Large R^i = \\frac{\\partial}{\\partial t} \\Sigma_\\mathrm{d}^i = -\\frac{\\Sigma_\\mathrm{d}^i}{t_\\mathrm{sett}^i} = -\\zeta\\,\\Sigma_\\mathrm{dust}^i\\,\\mathrm{St}^i\\,\\Omega_\\mathrm{K}$.\n",
    "\n",
    "The negative sum of these rates over all dust species is then the mass that has to be added to the planetesimal surface density.\n",
    "\n",
    "$\\Large \\frac{\\partial}{\\partial t} \\Sigma_\\mathrm{plan} = -\\sum\\limits_i R^i$.\n",
    "\n",
    "Since planetesimal formation requires high midplane dust-to-gas ratios which are typically not reached in smooth disks, we have to add a gap to our gas surface density profile. The outer edge of the gap can then trap particles increasing the midplane dust-to-gas ratio. Following [Dullemond et al. (2018)](https://doi.org/10.3847/2041-8213/aaf742) we use the gap profile given by\n",
    "\n",
    "$\\Large F = \\exp \\left[ -A\\,\\exp\\left( -\\frac{\\left( r - r_0\\right)^2}{2w^2} \\right) \\right]$,\n",
    "\n",
    "with a gap amplitude $A$, a gap location $r_0$, and a gap width $w$. This gap profile can be achievend by either adding a torque profile as described in an earlier example about planetary gaps or by increasing the viscosity by the same factor\n",
    "\n",
    "$\\Large \\alpha = \\frac{\\alpha_0}{F}$.\n",
    "\n",
    "In addition to that we increase the fragmentation velocity to $10\\,\\mathrm{m/s}$, since larger particles settle easier to the midplane and contribute more to planetesimal formation. Similar effects can be achieved by reducing the viscous $\\alpha$ parameter. But then the overall evolution would be slower.\n",
    "\n",
    "We furthermore increase the critical cut-off radius of the disk to increase the mass reservoir in the outer disk. And we increase the initial disk mass compared to the default model.\n",
    "\n",
    "But first we define our model parameters, such that they can be changed later easily."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from dustpy import Simulation\n",
    "import dustpy.constants as c"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Viscous alpha parameter\n",
    "alpha0 = 1.e-3\n",
    "# Fragmentation velocity [cm/s]\n",
    "vfrag = 1000.\n",
    "\n",
    "# Critical disk cut-off radius [cm]\n",
    "Rc = 60. * c.au\n",
    "# Disk mass\n",
    "Mdisk = 0.1 * c.M_sun\n",
    "\n",
    "# Gap location [cm]\n",
    "r0 = 10. * c.au\n",
    "# Gap width [cm]\n",
    "w = 2. * c.au\n",
    "# Gap amplitude\n",
    "A = 2.\n",
    "\n",
    "# Critical dust-to-gas ratio\n",
    "d2g_crit = 1.\n",
    "# Planetesimal formation efficiency\n",
    "zeta = 0.1"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Before `Simulation.initialize()` we set our desired parameters in the `Simulation.ini` object.  \n",
    "Note that we have to increase the maximum particle mass due to the high fragmentation velocity."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "sim = Simulation()\n",
    "sim.ini.gas.alpha = alpha0\n",
    "sim.ini.gas.SigmaRc = Rc\n",
    "sim.ini.gas.Mdisk = Mdisk\n",
    "sim.ini.dust.vFrag = vfrag\n",
    "sim.ini.grid.mmax = 1.e8"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Refining the radial grid\n",
    "\n",
    "In this model we want to increase the radial resolution around the outer gap edge. We use the same method of refining the radial grid as described in earlier examples."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "\n",
    "def refinegrid(ri, r0, num=3):\n",
    "    \"\"\"Function to refine the radial grid\n",
    "\n",
    "    Parameters\n",
    "    ----------\n",
    "    ri : array\n",
    "        Radial grid\n",
    "    r0 : float\n",
    "        Radial location around which grid should be refined\n",
    "    num : int, option, default : 3\n",
    "        Number of refinement iterations\n",
    "\n",
    "    Returns\n",
    "    -------\n",
    "    ri : array\n",
    "        New refined radial grid\"\"\"\n",
    "    if num == 0:\n",
    "        return ri\n",
    "    ind = np.argmin(r0 > ri) - 1\n",
    "    indl = ind-num\n",
    "    indr = ind+num+1\n",
    "    ril = ri[:indl]\n",
    "    rir = ri[indr:]\n",
    "    N = (2*num+1)*2\n",
    "    rim = np.empty(N)\n",
    "    for i in range(0, N, 2):\n",
    "        j = ind-num+int(i/2)\n",
    "        rim[i] = ri[j]\n",
    "        rim[i+1] = 0.5*(ri[j]+ri[j+1])\n",
    "    ri = np.concatenate((ril, rim, rir))\n",
    "    return refinegrid(ri, r0, num=num-1)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Here the refinement is centered on the outer edge of the gap, where the dust accumulated instead of the gap center."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "ri = np.geomspace(1.e0, 1.e3, 100) * c.au\n",
    "sim.grid.ri = refinegrid(ri, r0+3.*w)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "sim.initialize()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We furthermore let the simulation run until $1\\,\\mathrm{Myr}$ to see an effect in the planetesimals."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "sim.t.snapshots = np.hstack(\n",
    "    [sim.t, np.geomspace(1.e3, 1.e6, 31) * c.year]\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Adding gap\n",
    "\n",
    "As describe earlier we want to add a gap by changing the $\\alpha$ profile. We simply set the new $\\alpha$ values. Since it is constant in the default model, we do not need to set an updater."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "F = np.exp(-A * np.exp(-0.5 * (sim.grid.r - r0)**2 / w**2) )\n",
    "sim.gas.alpha = alpha0 / F"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Adding planetesimals\n",
    "\n",
    "We add a new group for the planetesimals which contains the planetesimal surface density and the total planetesimal mass in our model. We initialize the field with zeros."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "sim.addgroup(\"planetesimals\", description=\"Planetesimal quantities\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "sim.planetesimals.addfield(\"M\", 0., description=\"Total planetesimal mass [g]\")\n",
    "sim.planetesimals.addfield(\"Sigma\", np.zeros_like(sim.gas.Sigma), description=\"Planetesimal surface density [g/cm²]\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Group (Planetesimal quantities)\n",
       "-------------------------------\n",
       "    M            : Field (Total planetesimal mass [g])\n",
       "    Sigma        : Field (Planetesimal surface density [g/cm²])\n",
       "  -----"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sim.planetesimals"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We firthermore have to write an updater that is calculating the total planetesimal mass from the planetesimal surface densities. We assign this function to the updater of the field."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "def M_plan(sim):\n",
    "    return (sim.grid.A * sim.planetesimals.Sigma[:]).sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "sim.planetesimals.M.updater.updater = M_plan"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We have to create an updater for the planetesimal group, in which we update the total mass of planetesimals, and we have to add the planetesimal group to the updater of the simulation object."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "sim.planetesimals.updater = [\"M\"]\n",
    "sim.updater = [\"star\", \"grid\", \"gas\", \"dust\", \"planetesimals\"]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Adding planetesimal formation\n",
    "\n",
    "To add planetesimal formation we calculate for each particle species at each radius if it contributes to planetesimal formation. These values are negative external source terms for dust evolution, since we remove dust mass and convert them into planetesimals. We therefore add them as updater to the external dust sources."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "def S_ext(sim):\n",
    "    # Midplane dust-to-gas ratio\n",
    "    d2g_mid = sim.dust.rho.sum(-1) / sim.gas.rho\n",
    "    \n",
    "    # Mask that defines if planetesimal formation is triggered\n",
    "    mask = np.where(d2g_mid >= d2g_crit, True, False)\n",
    "    \n",
    "    # Change in dust surface densities\n",
    "    ret = np.where(mask[:, None], -zeta*sim.dust.Sigma * sim.dust.St * sim.grid.OmegaK[:, None], 0.)\n",
    "    # Set to zero at boundaries\n",
    "    ret[0, :] = 0.\n",
    "    ret[-1, :] = 0.\n",
    "    \n",
    "    return ret"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "sim.dust.S.ext.updater.updater = S_ext"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Similarly, the negative sum over all external source terms is our planetesimal formation rate. We can therefore write a source term function which we can add as derivative to the planetesimal surface density for integration."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "def dSigmaPlan(sim, x, Y):\n",
    "    return -sim.dust.S.ext.sum(-1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "sim.planetesimals.Sigma.differentiator = dSigmaPlan"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We now have to create an integration instruction and add it to the `DustPy` integrator."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "from simframe import Instruction\n",
    "from simframe import schemes"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We use an explicit 1st-order Euler scheme..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "inst_planetesimals = Instruction(\n",
    "    schemes.expl_1_euler,\n",
    "    sim.planetesimals.Sigma,\n",
    "    description=\"Planetesimals: explicit 1st-order Euler method\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "...and append this instruction to the instruction set of the integrator."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "sim.integrator.instructions.append(inst_planetesimals)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The integrator has now a new instruction for the planetesimal surface density."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[Instruction (Dust: implicit 1st-order direct solver),\n",
       " Instruction (Gas: implicit 1st-order direct solver),\n",
       " Instruction (Planetesimals: explicit 1st-order Euler method)]"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sim.integrator.instructions"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We do not need to change the time step function, since the default function already includes the external dust source terms.\n",
    "\n",
    "Before we run the simulation we update the entire simulation object and change the name of the data directory."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [],
   "source": [
    "sim.update()\n",
    "sim.writer.datadir = \"example_planetesimal_formation\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "DustPy v1.0.8\n",
      "\n",
      "Documentation: https://stammler.github.io/dustpy/\n",
      "PyPI:          https://pypi.org/project/dustpy/\n",
      "GitHub:        https://github.com/stammler/dustpy/\n",
      "\u001b[94m\n",
      "Please cite Stammler & Birnstiel (2022).\u001b[0m\n",
      "\n",
      "\u001b[93mChecking for mass conservation...\n",
      "\u001b[0m\n",
      "\u001b[93m    - Sticking:\u001b[0m\n",
      "\u001b[0m        max. rel. error: \u001b[92m 2.81e-14\u001b[0m\n",
      "        for particle collision\n",
      "            m[114] =  1.93e+04 g    with\n",
      "            m[116] =  3.73e+04 g\u001b[0m\n",
      "\u001b[93m    - Full fragmentation:\u001b[0m\n",
      "\u001b[0m        max. rel. error: \u001b[92m 6.66e-16\u001b[0m\n",
      "        for particle collision\n",
      "            m[90] =  7.20e+00 g    with\n",
      "            m[95] =  3.73e+01 g\u001b[0m\n",
      "\u001b[93m    - Erosion:\u001b[0m\n",
      "\u001b[0m        max. rel. error: \u001b[92m 1.78e-15\u001b[0m\n",
      "        for particle collision\n",
      "            m[110] =  5.18e+03 g    with\n",
      "            m[118] =  7.20e+04 g\n",
      "\u001b[0m\n",
      "Creating data directory example_planetesimal_formation.\n",
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      "Writing file \u001b[94mexample_planetesimal_formation/data0028.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mexample_planetesimal_formation/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mexample_planetesimal_formation/data0029.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mexample_planetesimal_formation/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mexample_planetesimal_formation/data0030.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mexample_planetesimal_formation/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mexample_planetesimal_formation/data0031.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mexample_planetesimal_formation/frame.dmp\u001b[0m\n",
      "Execution time: \u001b[94m5:30:32\u001b[0m\n"
     ]
    }
   ],
   "source": [
    "sim.run()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can plot our results now."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [],
   "source": [
    "from dustpy import plot"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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+/QcID4/g2LFjBZY8Wr9+A+vXb+CNN8by0UczLWY0tGsXwsaN63n44X4kJyeXOJ7iUmptgNtnL+QzZhrAUYmNvU2ZxSSEuDuBgYEAREdHF7g9vz0gIKDMYhJCCCGEEEIIIYQoK5JguM9ptY5kZeVgMBR889rafH19bylzlDdDwd3dvcTjGQwG/v33GOHhEURE7CMiYh9Hjx4lN7d4pYM+++xz9u3bxx9/LKV69erm9pCQtmzdupkuXbqTkpJS4jiLQ+mQN4Mhf72F/8pPPKhkoWchKpz27dvj4uLCmTNnOHDgAEFBQRbbly1bBkC/fv3KITohSoder8doNGJjI4luIYQQQgghhBCWJMFwn3NzcyU+PqlMEgxVq1alRYvmtGzZguDgINq0aY23t3eJxzMajZw4cYJ9+6LYty+SyMgoDh48iE6nK5V4d+3aTbduD7Ft22aqVq1qbg8KCmTBgh8ZNGhwqRznTvJnJhh1BScYctPzvndKSTAIUeGo1WrGjBnDjBkzGD16NBs3bkSr1QIwZ84cDh06ROfOnWnRokU5RypEyWVlZUmCQQghhBBCCCFEgSTBIErE0dGR5s2DzWWOWrduZa5FXlLnzp0jKiqa6Oj9REZGER4eYfVFl48dO0bnzt3ZvHkDNWrUMLc/+uhAJk6cwMyZs616fADljQSDQVdwEsiQn2DQSoJBCGtbt24doaGh5td6vR6Atm3bmtumTJlC3759za8nT57M5s2b2bNnD/Xq1aNjx47ExsYSHh6Op6cn8+fPL7sTEEIIIYQQQgghhChDkmAQd2Rvb09wcLC5zFHLls2pX7/+PT3JGB8fT0TEPsLDI9i3L5J9+yK5fv16KUZ9944fP07Hjl0JD9+Np6enuf3DD6dz4sRJ/vxzhVWPb6O5MYMhq7ASSXntMoNBCOuLj48nPDz8tvZb2+Lj4y22aTQatm7dysyZM1m8eDErV67E3d2dESNGEBoaio+Pj9XjFkIIIYQQQgghhCgPkmAQFmxtbWnatKm5zFHr1q0IDAywWAy5uJKSksxJhMjIKKKiojl//nwpRn3vzp07x9Chz7B+/VqLxMn//d8imjdvzbFjx6x2bHOCoZASSYbMGzMYHCTBIIS1jRgxghEjRhR7P3t7e6ZNm8a0adNKPyghhBBCCCGEEEKICkoSDA8whUJB3bp1adu2jbnMUWBgAHZ2diUeMyMjg+jo/eaPsLBwTp48WYpRW8/GjZt4++13+OSTj8xtGo2Gzz//lF69HrbacfMTDIbCZjCYSyRJ7WshhBBCCFExmAwGUjdsIDM8AkNyMsb0NOzqN6DKC8+jqlKlvMMTQgghhBBlpNQSDEpl6TxdrVAoyM3NLZWxhKU6derQqlVLWrVqSYsWzQkODsLFxaXE4+Xk5HD48BHCwyOIiNjHvn2RHDt2DKOx4BvllcGnn35Gw4YNef75kea2hx7qyZAhT7FkyVKrHNPGLi9xYMouZJHntLwEg8pF8oFCCCGEEKJ8mUwm0v7+m/gv56I/e9ZiW8aevSSvWEG1t9/CZdAgFApFOUUphBBCCCHKSqndsTSZTGi1Wjw8PEo8RkJCApmZmaUVkrjhjz+W0rZtG4v1BYrLYDBw9Oi/5jJHkZFRHD58mOzs7FKMtGIYO3YcvXs/ZFE3fe7cz9m6dRtXrlwp9ePlJxiMelOB280zGGQNBiGEEEIIUY5yk5K4NGECGTt2FtrHmJLC5XcnkxkZhffMD8swOiGEEEIIUR5K9ZHowYMHM3/+/BLv/+yzz7Jo0aJSjEgoFAr69n242Asynzx5kqioaA4cOEh4eASRkVFkZGRYKcqKJSMjg1dfHcuKFcvMbVWqVGHhwvn07t0Xk6ngREBJ2ajznuwy6u9UIkkSDEIIIcqeg4NDsa8jhBD3n8z9+7k47k1yL1++2ahQ4NynD5rGjTDqskhcsADjjQfGUlaswKlHd5y6dy+niIUQQgghRFmQmiv3uezs7DveFLh8+TLh4RGEh0eYZyikpKSUUYQV08qVq/jtt9958sknzG0PPdSTRx8dyJ9/rijVYylsb5RIujGDwdnZmZEjn+Wxxx6lUaOGJBoTGfTXIBw9tEyZ8i6rV6/l4MGDpRqDEEIIURiVSiUJBiEeYCaTicSFC7n2yadwSylbbaeOVHv7bezq1jW3uQ5+nAuvvkbW4cMAXJk+A23btthotWUetxBCCCGEKBullmBYsWIFNWvWvKcxXnvtNQYOHFg6AQkAsrIsSxhdu3aNffsi2bcvkqioaKKiorl861NIwuyVV16lQ4f21KhRw9w2efIkVqxYWaqzGJQONxd5bt++Pb/99n8Wx7TPsQdAb9IzYcpbTJs2laNHj7JgwUKWLPmNS5culVosQgghhBBC5DOkpnL53XdJ27T5ZqNSSdU338T92RG3rbFgW7063rNmcnbgo5CTQ+7ly8TP+5pqb79VxpELIYQQQoiyUmqPow0YMIDg4OB7GiM4OJgBAwaUUkQC8p44+vTTz3j66WHUrl2PatVq8MgjA/jgg1DWrl0nyYUiJCYmMn78BIu24OAgBg9+vFSPY+tuC0C3Vl3Zvv0fi+QCgIOtA/aqvCRDYlYiAE2aNOGTTz4iLu4sa9euok+f3rKInhBCCKvIycnBaCy4jJ8Q4v6VsWcPZwcMtEguqKpVo9Yvi6gy8tlCrz3t/P2p8txI8+vEhQvJOnHS6vEKIYQQQojyIfPd73MuLs68++4UlixZSkxMTHmHU+n8/vsf/PvvvxZts2bNwM7OrtSOYeuWN5Hok/c/QqkseJ0FNzs34GaCIZ9SqaRv34f56681nDlzgvfem4yXl1epxSaEEELodDpJMAjxgDDl5pIREcGld98lbuRzFustaNu3p/aKP3Fo3vyO43iMGoWtr2/eC4OBpF9/sVbIQgghhBCinEmCQYgiGI1GJk9+36Ktdu3aTJhQOtO8bRxssLHL+2/o7extsW3Hjp088sgAWrdux/WLeYmFE3EnCh2rdu3afPDB+8TGnmHx4l/o0KF9qcQohBBCCCHuX4b0dFLXr+fiW29zsn0H4oY/Q8ryP292UKnwHPs6vt9/h8rd/a7GtNFo8Bwz2vw6beMmTDk5pR26EEIIIYSoAKy2yHO3bt3uqp9araZKlSoEBQXx1FNP4Zv/pIsQFcSKFSvZsWMnnTp1NLdNmvQOP/20gIsXL97T2Lauef8FndROaFQac/vXX3/Lq6++bn5itFYHH5xcHRn15mi+UXzPsGFDGTz4MZycnG4f09aWIUOeYsiQpzh8+Ajffvs9P/+8kMzMzHuKVQghhBBC3D+yjh0j8ddfSV27DlN2doF97Bo0wHvWTDSNGhV7fMfu3VHY2WHKzsaQkkLG3r04dup0r2ELIYQQQogKxmoJhm3btgGgUCgKXRD31m1Llixh8uTJzJ49m7Fjx1orLCFKZMyY14mOjkClyvsvY2dnx+jRLzNp0uR7GrfnwB7EcBZPe09z259/rrBILgDkJOcCoHJWsm3NdrZt286rr77OkCFPMWbMKwQFBRY4frNmTZk370tCQ6fy88+L+O67Hzh5UmrgCiGEEEI8qDKjo4n/ci6ZYWEFblfY2uLQpg1OPXvi8uhAbNTqEh1H6eiIY6dOpG3aBEDqX+slwSCEEEIIcR+yWomkc+fO8frrr6NSqfjf//7H6tWrOXDgAAcOHGDNmjUMHToUlUrFq6++yq5du/jwww/RaDS8+eabbNy40VphVXiHDx9GpVLh4+NT3qGIWxw+fJgff5xv0fbyyy/h7Oxc4jFtbW15dFjeoub5CYb4+HheeGHUbbWuc1NvJBhcbuYEMzMz+emn+QQHt6Rly7Z8//2Phc5ScHd3Z9y4sZw4cZSVK5dbzMYQQpS9AwcO0LFjR+zt7alduzZfffVVeYckhBDiPmYyGknfuYu4554n9un/3ZZcULq44DJgADW++IJ6e/dS88cfcHvyiRInF/I5P9zH/Hna5s0YC5kpIYQQQgghKi+rJRjCwsKYO3cua9eu5ZdffuGRRx4hICCAgIAA+vbty6JFi1i7di1ff/01sbGxvPPOO6xcuRKTycTcuXOtFVaFN3bsWKpUqVLeYYgCfPbZFxY3/l1dXXn99VdLPN4LLzyP0ilvUWd3TV4925dfHkNiYuJtfXNTDACoXApeBDoqKoqXXnoZHx8/xo9/m9OnTxd63AED+rN9+xaOHDnAM88Mx9bWtsTnIIQovvj4eHr27ImzszNr167llVdeYezYsfzyiyyAKYQQonTlXLzI9R9/5EyfPpx/4QUydu+22K5p2hTvj2ZTd+cOvGfPwrnXQygdtaV2fMfOnVHY2wNgTE8nY9euUhtbCCGEEEJUDFZLMHzyySd07NiRnj17FtqnZ8+edOjQgU8//RSArl27EhgYSEREhLXCqtBWrlzJ2bNnGTlyZHmHIgpw8uRJlt+64B0wfvy4EiWEnJycCA2dSmJWXjLB3d6d3bv33DZ+vtykvEXxbN2LTgYkJSXx6aefUb9+Y3r27M3atesK7dukSRN+/vknzp49yeTJk3C/y0X7hBD35ttvv0WhUPDHH3/QvXt33nrrLV588UVCQ0PLOzQhhBCVnMlkIuvESRJ++IGYp4ZwunsPrn3yKTmxcRb97IODqblgPn5//I5L//73PFOhMDYODjh17WJ+nfrXeqscRwghhBBClB+rJRiOHTuGt7f3Hft5e3tz/Phx8+t69eqRnJxsrbAqLL1ez/jx45k1axZ2dnalNu7169fJyckptfHulUKlRu1VD23jTmhqBaByqQY2BT+VXxGFhn5oMYvB2dmZ0NAPij3OsGFDcXd3Jzk7GQA3OzcmTny30P7663klkmzd727ZFJPJxObN/9Cv30Dq1m3IRx99UuDMCAAfHx9CQz8gNvYMn376MbVq1SreyQghiuXvv//m4YcfxsHBwdw2ePBgTp06xdmzZ8sxMiEKZm9vj42N1S4ZhRD3wKjXk7l/P9fnL+DCq69xqlMnzg0YQPync9AdOGDZWaHAsWtXfH/6kVqL/w9tSAgKhcLqMTo//LD587StW6VMkhBCCCHEfcZqizw7ODgQGRmJyWQq9MLVZDIRGRlpcZMlKyvrnural7aoqCg2bdpEREQEERERXLx4EaDQhavz6XQ6Zs6cydKlS4mLi8Pd3Z3evXsTGhpKjRo1buv/+eef4+npyZNPPsnUqVNLLX6dTocVv813ZqPCzrs+9nWaY1+nObaetVD8J6FgMuSSkxCH/upZ9NfOoY+PJSc+FqMurZyCLtzhw4dZvHgpQ4c+bW578cXn+fjjTzl37txdjaFUKhk37nUAkrKSADh/8gI7dxY+ZTwnMS9JpHJR5aUFjYV2vc2ZM2eYMGEi06ZN57nnRvLKKy/RoEGD2/o5OjoybtxYXn/9VZYs+Y1Zsz7i6NGjd38gIe4DZfEz/+TJkzzyyCMWbQ0bNgTgxIkT1KlTpxTPSIh7Z2trKwkGISqInGvX0B04gG7/AXT795N19CimOzxMpK5VC+e+fXEZNAi1z+1/h1ibtmNHFBoNpqwsTJmZZB87hn1QUJnHIYQQQgghrMNqd5579OjBb7/9xquvvspHH31kkUSAvJsxEyZM4PTp0wwZMsTcfurUKXx9fa0VVrGFhoayatWqYu2TlZVFt27dCAsLw8vLiwEDBhATE8OCBQtYu3YtYWFhFjeQrl69yowZM9iwYUNph18ubLSu2Ndpgb1/S+z9grCxs7fYbshIJifxIkoHZ5TOVbGxtUNdrQ7qapY31XLTruclHa6eQX/5DNmXjleIpMOkSZMZNGig+T2tVCqZMOEtRo165a72Hz58GP7+/gCkZKcA8M+6LUXuY0gzYMo1oVApUDmryE3OLXbcGRkZfPnlXL78ci59+vRm4sQJdOzY4bZ+SqWSoUOfZujQp1mzZi0zZswiPDy82McTojIqi5/5SUlJuLq6Wozh5uZm3iaEEEIAmHJzyT55ksz9+80JhZwbie870TRtimPnzjh264qmceMymalQGBs7OzSNG6OLjgZAd+iQJBiEEEIIIe4jVkswzJw5k82bN/PNN9+wZMkSevfubU4cnD9/nr///pukpCQ8PT2ZMWMGkFdW6cSJE7z11lvWCqvYQkJCCAgIoFWrVrRq1Qo/Pz+y7zCtd/r06YSFhRESEsLGjRtxdHQEYM6cObz55puMHDmSbdu2mftPmjSJ3r17ExISUurx29vbk51tsCjrU+oUNth510dTpzn2tYNRV/dHobj5pKMhI5msmINknoki+8K/GNISbt0ZpbMH6mp1sKvuj61nrbwP1+qonKqgcqqCQ91W5t65KdfQXz2H/sppsq+cIvvSKUzZGdY7twKcP3+eb775jjfffMPc9uyzzzB79sd3nMWg1WoJDZ1qfp2qTwXgcMSRog9qgtzUXGzdbbF1K1mC4Vbr129g/foNBAcHM27cWJ566glUqtt/HPTr9wj9+j3C5s3/MGPGTLZt235PxxWioiuLn/lCVDY5OTkYjUaZxSCElRnS09HtP0BmVGReQuHwYUyZmXfcT2Fnh32zZtgHB2MfHIR9UBCqCra2ln1AwM0Ew8FD5RyNEEIIIYQoTVZLMNSqVYu9e/fy0ksvsWXLFpYsWXJbn+7du/PNN9+Ya77XqVOHy5cv4+LiYq2wim3ChAnF6q/X6/nqq68AmDdvnvlGE8C4ceNYuHAh27dvJyoqihYtWnDkyBF+/fVXwsLCzGtPZGVlYTKZSE5OxsHBAfU9LLpWpUoV4uOT7niDrLhs7J3Q+AXdmKnQHKW9ZVmr7Mun0J2JRHcmEv2Vs0Bh5UVMGFLj0aXGozt18yl5hVqD2tMPdTV/1NX9UXvVQ+3hi8qlKiqXqjjUb5O3t8mI/uo5ss8fIevCMbLPHy2TWQ6ffDKH0aNfRqPRAKBWq5k+/QP+97/hRe734osvWJRLSc3OSzAYMg13PKY+IScvweBpi+5c1j1Ef9P+/fsZNuwZ3ntvKq+//irPPfesxXs2X48e3enRozs7d+5i2rTpbN78T6kcX4iKxto/8yFvtkJKSorFOPk///NnMghRkeh0OkkwCGEFuQkJZEZF5yUUIqPIOn4c7uKhIJWXFw7BQdgH5SUUNA0aoLDSIs2lxT4wwPy57uDBcoxECCGEEEKUNqsW5/f392fz5s2cOXOG3bt3c/nyZQC8vLxo164ddevWtehvZ2dHtWrVrBmS1e3evZuUlBT8/f0JDg6+bfvjjz/OoUOHWLNmDS1atOD06dPo9XqaN29+W183Nze++eYbRo0aVRah35Ft1do41GuNfZ0WqL3qWs5S0KWRdW4/urPR6GIOYMxIvqdjmfRZZF88TvbFmwuAK9QOqKv6oa7uj51XPdRe9bB188Kuuj921f1xbjUAAH18LLpz+8k8sQf9pVMUntwouStXrvD1198ybtxYc9vTTw9h3rxv2bNnT4H72Nvb8/bbb1q0JWclA2DMvPMfk/qrerT1HbCrXvp/QJ47d46xY8cxbdp0XnttDK+9NqbAG50dO3Zg06YN7Nmzl6lTp7Fp0+ZSj0WIktDr9TRp0qTAbdZcS6S4P/MB6tevz/Hjxy365b8uaH0UIYQQ94fcpCQyw8PJ2L2HzH370MfE3HknlQpN48Y3Egp5H7ZeXlaPtbTZB9xMMORcuEBuYmKFm2UhhBBCCCFKpkxW//X39zfXnL/fHbzxRE5BCYNb2w8dypsa3KFDB7Zu3WrR5+eff2bdunX88ccf1K9f/47HLOym2pkzZ/D09MTFoQF6VdGLvxXIToO+qgP2dZqj8QtE5eRhsVl/9Ry6mAPoTu/LSwSYrFiGCTDpM8m+8C/ZF/4lf46CUuuGXc0maHybYOfTGLVnLfOHS+uB5KYnojsVTvqRbegvnSjVeD78cBYjR46wqKX+3XfzaNGiDXq9/rb+b775BtWrVze/zjXmojfl9TPoLL92rtpGJGccs2jTX8v7Hqo9bEvrFG6TmJjI1KnT+OijT3jxxRd4661xeHt739avXbsQNm5cz549e3nvvan880/Ra0gIUVKm/Wcw2hRdN9p0NblsgilAcX/mA/Tq1YuvvvoKnU6HvX3eGjXLli2jXr16ssCzEELcR4zZ2eiiosjYu5eM3XvIOnYMTEU/+GLj7IxD8+bYt2iOQ3AwmqZNsbkxY7YyU3l7o/TwwJCQVypVd/AgTl27lnNUQgghhBCiNJRJguFBEhcXB4CPj0+B2/PbY2NjAfDw8KBLly4WfbZt24adnd1t7SXVya4vBkXBf8xszbZczNTGvRqqmvWwrd0IpVctFDZK8zZTjp7cuFPkxBwnN+4Epoy0226ClzVDRhKZx3aReWwXADb2zmhqNcOhXhvs/VuicnTHKbgPTsF9yEm8RFrUWtIPbcaUe3sCoLiuX7/O1KmhfP75p+a2pk2bMmNGKG+9ZVlmxc/Pj4kTLdtWrV9t/tyou71E0n+TDPqEvASDrRUTDPkyMzP5/PMv+Oabbxk58lkmTBhvLmV2q3btQti8+W+2bt3GlClT2b17t9VjE6IgarXaqjMVClPcn/kAo0aN4ssvv+SJJ55g7Nix7N+/n++++4758+dbP2AhhBBWYzKZ0J87R/q27WTs2klmVDSmO5QpVVWrhkOLFti3bIFDi5bY1auL4j4sR6ZQKLAPCCB9S95DKbpDhyTBIIQQQghxnyi1BMOff/6Jn59foU9x3o3o6GhiYmIYNGhQaYVV5tLT0wFwcHAocLtWqwUgLa301gko7KZakyZNSE1NLXLfTtpHSavhQoqvK6m+ruQ42lls1yRl4nw+GefzyTheTWN75kqL7a7aRreNWZ5JB6Mulczju8k8vhuUKjS+TdE27oRDgxBs3b1x7/kiLu2fIu3ABtIiVmG8xwWi5837muHDh9K8+c3SKOPHj2P79h2sXbsOyCv9tWDBjxbvCYPBwLRZM+B5MOYYMd2SX3DVNqKrXV65p63c/HrmXL+RYHC3foIhX3Z2Nt988y0//vgTw4YN5d133ynwCeuuXbuwa9c21q37i0mTplg8rS3E/awkP/M9PT3ZtGkTY8aMoW/fvlSrVo05c+YwbNgw6wcshBCiVBmzs8mM2Ef69u2kb99OzvnzRfZXenqgDQlB2zYEh9atsK1RA4Wi6Jl694tbEwxZstCzEEIIIcR9o9QSDI8//jgjRoy4pycw586dy6JFizAY7rzg7f1s6tSpTJ06tdTG61xdBTl5MxhMQKJWw7mqLsR4OhPr7oRJdfMpKUWuEafLqTifT8YlNgm7dMunrvJvfN/qv7Mgbk06lOsMB0MuWTEHyIo5QOKm79E27Ypz6wHYulbHtd0TODbrQdLW+ebZDyWRm5vLM8+MJDIyDDu7m8mZpUv/j+eff4mtW7exbNlvdOjQ3mK/7777gZPnT1CX2hhuWX+hoIRNvpzEXABsq6hAgTWWlij82Dk5zJ+/gEWLfmH48GFMnjyR2rVr39avb9+H6dOnN0uX/saUKVM5e/Zs2QUpRCUSFBTErl0l/9kjhBCi/OTGx5O2dWveTIW9ezHpdIX2VTg4oG3VCm27ELTt2qGuW/eBSSj8l8VCz4cPYzIa78vZGkIIIYQQDxopkVTKHB0dgbwSMwXJyMh7Yt7JyanMYjLYKDjv4cTZai6cqepCitayjqtLRjZ1riVT51oKPtfTsDXeuHPtBDjdfItsuZx3g9tom0uuaxa5LjpUqRq6XOuPgpt/KN2acMi/YV7epZRMOVmk719P+oG/cajfBteOQ7GtUgPP/uPJCupNwrovMaReK9HYR44cYdy4t5g370tzm1arZcmSXwvsHxsbyzvvTMKucd5izfprluWautoNoJvXja/75QHmWQw513Mw5hixsbXB1sOWnPgSrKtxj3Jzc82JhmefHcGUKZPw9fW16GNjY8PTTw/h8ccf4+uvv2X69A+5fv16mccqRFmoiD/zhRBClD79hQukbdpM2qZN6PbvL3ItBbtGjXDs1AnHjh2wDwhAoVaXYaQVl6ZZM1AowGTCmJaGPiYGO1l7SAghhBCi0ivVBMOyZcvYtm1bifdPuLHoV2VWs2ZNAC5cuFDg9vz2gurZW4NOZ2Re9wD0Nje/1UqDEZ/ENGpfS8UvPoUq6Vnc+hyVCRNZ9nqS3dNIdU0nxS2dVNd0Ul0zSHPJIMvB8oa4MkWDwykPnPb74HCsmsUsh/xkQ4WZ1WAyknliL5mnI3Fp8yjObR9DU7MpXsM/In7FbLIvliy2r7/+hg4d2jFkyFNF9ktNTeXpp4eTlpZGVa+8RbP1l29+PQuaIXIzdtBf0aPx1WDnpS6XBEO+3NxcfvjhRxYt+oUXXnied999x2IBa8iriT927Gs8++wzfPjhLL74Yi7Zd6hDLERlU9F+5gthDfb29tjIU8biAWMymcg+dYq0zZtJ27SZ7GOFXyMqHBzQhoTg2LkTjp07Y1utWhlGWnkoHR1R+9dBf/oMALqDhyTBIIQQQghxHyjVBEN6erq5HnVJVfYpw4GBgUDeehIFyW8PCAgocHtpy9Wb0NuocNTpqZWQTO2EJHyvp2CjyCHDSUd6tUyu1MskzTmTdJcMUl0ySXNJJ9u+6JvXKr0Sbbo96c6ZGFyySGt5gbSWF1BfdMZ1hz9O+32wyVXeXEugos1qMOSQsud3Mo5uw2PgBOyq+1NtyDSSti4kLWptiYZ87rkX8fPzIySkbYHbz58/T9++Azh8+DAA6up5T7Nl30gw5H9dzLMX8j+/PIAVN75W2Vdz8hIM1dSkc2/rR5SG7OxsvvpqHgsW/Mzrr7/K22+Px8XFxaKPi4sLs2fP5OWXX+Kdd97l99//wFTEU39CVCYV7We+ENZga2srCQbxwMi5dImUNWtJWbUKfRGlHlVeXjh1745jly44tG6FjcxSuCv2AYHmBEPW4UPw6MDyDUgIIYQQQtyzUkswGI3GO3d6ALRv3x4XFxfOnDnDgQMHCAoKsti+bNkyAPr161cm8ajUGTj5fY5Jc4U4BcQVY1/HFAdckhxxSXLEOdkR52QtzilaHFMdUGfbokBBrtLA1RrXifW/xPGAGPQ1Urk2ZD/XH/kX1511cA6rhSpdU2SiAcov2ZCbco2r/zeRKg+/hrZRB9x7PI9S60ryjoLLGxVFp9PRpUt3Ro16iaeffoo2bVqbt23ZspX//W84V65cMbfZ5ScYruhvG6und95snk2X8mY5uGobkZxxzFxOydaz7BZ6vhsZGRl8+OEsvv32eyZNeocxY16xWJMCwM/Pj6VL/4+xY1/j1VfHEhkZWU7RClF6KtrPfCGEEMVnSM8gbdMmUlatIjM8vNDyR2p/f5x69MCpZ080TRpX+gejyoOmcWNS/vwTgOwzslaXEEIIIcT9QNZgKGVqtZoxY8YwY8YMRo8ezcaNG9FqtQDMmTOHQ4cO0blzZ1q0aFEm8ahslCjsrxa4zVVni3umHVUy7aiabk/VDA2eGRqqpmvwSrPHzqC06J9/s9tifIOSGnFVqRFXlRZ7GnMs4BxHm58m3VnH9YePcf2h4zge8sZ1Vx00Me4Flk+C8p3VYMrVk7D6E7IvncC9+3O4hDxObtp10vevL/ZYer2eL7+cy5dfzqVmzZp06dKZ+Ph4Nmz4+7an9tXV8pIE+qt6XLWNzGsv5CcXID/R4MHWmBvj3yiLZFetYj4ll5iYyPjxbzN37jymT5/G0KFP39anbds27Nu3l4ULf2HSpMlcunSpHCIVonRUtJ/5QlhDbm4uRqNRZjGI+0r2mTOk/bOFjN270UVHY8opePaupmlTnHr2xKlnDynnUwrUfn7mz/WxseUXiBBCCCGEKDWSYLiDdevWERoaan6t1+c9Qd627c0yOFOmTKFv377m15MnT2bz5s3s2bOHevXq0bFjR2JjYwkPD8fT05P58+eXWfy2dlq+XtUOdY4JldEGpTFvOWalUYHKVLwbBbfe+C4o2WCXrSZoXwOaRdXjbIMLHGl+mmveiaQ3v0h684vYXXDBOaIWTlE+KHXqClc+KS1yDTYaLa7tn6LKQy+BIYf0Q5tLPF5cXByLFv1S4DalsxKlvRKT0YT+Wg72drf3MaDgqKMrUbWr0sBrNMfSt6FQZZCbaULtfQEouOZ7RRAbG8uwYc/w2WdfMGfOx3Tu3Om2Ps88M4xBgwYyZcpU5s37mtzc3HKIVAhLlf1nvhDWkJmZKQkGcV/Qx8aSsm4daes3kH3qVKH9bGvVxGXAAFz690ft41OGEd7/1H431yTKvXIFo06Hjb19OUYkhBBCCCHulSQY7iA+Pp7w8PDb2m9ti4+Pt9im0WjYunUrM2fOZPHixaxcuRJ3d3dGjBhBaGgoPmX8h0qVLDtscku3hNV/S/jcSmm0od6xmtQ7VpP4qkkcDT7D6UZxZPukEO9ziIR+R3A86I1zuB/2Z6tUqERDyq6l2NhpcW7Zjyp9xmDITEV3OqLUj2NXNW8GQk5iLqZcE12db85eMAEnO7oyUxfAZaODeR83hgKgu/Gwl/dLl8i+cILsC8fIvnSSnIQ4MFWsUmXR0dF06dKdgQMHMHv2h9SvX99iu5OTE59//ikvv/wio0e/xj//bCmnSIXIcz/8zBdCCHFTztVrpK7/i9R1f5F1Yx2sgti4uODcpzcuAwZgHxQk5Y+sxNbLC4WtrXnGiD4uDk2DBuUclRBCCCGEuBcKk6y2et9q0qQJqampbGw2qNQTDP9VUKLhVlkaPacbxXEs8ByJninmdlWiPU7Rvjjvq4k63hGwTDTkK+tEg3vPl3Bq3ofctEQuz38dY1ZaqY7v2s4Znxe9Sf83g+R5jubySN28E1gSUpdfsusC4KbIpnFiEukpNuzLjMNgr8TevxYY3W8b06jPQn/5FFkXj5F9/l+yLx7DlJNdqnHfC7Vazeuvv8qUKe/i5ORUYJ+FC3/hnXcmWaxVISqjXBo3bszRo0dLPMKaNWvo378/C57oyLAWdYvsO+DnzWw+e42srKwSH08IUbD8a4lz586hUslzKaJyMKSkkLpxI6lr15EZEVHomgqaxo1x7NYNbft22DdrhkLe42XiTN9H0J/JW+i5xuef49y7VzlHVHk0adIE4J6usYQoS/KeFUKIisOaP5PlKlqUiqJmNABostQ03V+XJvv9ia+exLGAc5xteB69u46kHidJ6nESzTl3nA7UoOP+XqjSNeU6oyFp6wI0tZpiW8WXKn1GE79iVqmOn79Ic/6aCvm+rNmEDdm+AIzRHOMV++Ocj7Jn0yUPdsQsJznjGH5v+6Jt4MHVFVpyUmpi590QOy9/bOy0aGo1Q1OrGQAmQw7ZV86QffF4XsLhwrFST5QUh16v5+OPP+Xnnxfx4YfTef75kbf1yS+b9NZb7/Ddd9+XQ5RCCCGEqIyMmZmkbd1K6tp1pO/aBYWsqWBXrx7Offvi3Kc36lq1CuwjrEvt52dOMMg6DOJBtWjRolIba/jw4aU2lhBCCFESkmAQpepOiQYFCqpecafqFXfabwkits5lTjaNIa72FbJqJ5JVO5H4/kdwOFmVFlHNcTzixfa0deb98xMNYN1kgylXT/zqOXgN/wiH+m1xbv0oqRErSm18tUdegiEnIcc8e8HY1I4NHr7YYGKONoJ+dpZrLHS1G8CKjGNkxWXj2FiHrdslEtbuurFVga2HD3Y1GmJXoxGamk1RuVRFU6MhmhoNofVAAPRXz6E7t5+s2ENkXzqOSV/2T3zHx8fzwgsvsWDBQj777BNat25lsd3JyYlvv53H008/xejRr3HkyJEyj1EIIYQQFZ9Jryd9zx5S164jbcsWTJmZBfazrVEjL6nQty+aBvUL7CPKzq2JHX1MTPkFIkQ5GjFiRKmVYpMEgxBCiPImCQZhFXdKNACocpX4n/TB/6QPGY46zjS4QLR/HNm1kshsdJXMRle5lmNDg2PVcTpQg8joSMi5eRHmqm1k1SRDzrVzJG7+kSq9Xsa1yzCyLvyL/tKJUhnbtkpegsE2zROA61oN/1czL3ky1v6oRXKhbo8M2AxbLrviqm1E5um8bQ71bl0Qz0ROwnlyEs6TfnATACrX6jcSDg2x822C2sMXdbXaqKvVxqXtIExGA9mXT5Edexjduf1kXzxepms47Nmzh7Zt2/Piiy/w0UczcXZ2ttjeqVNH9u/fx9Sp05g9+2NZBFqIe1TZn5Sr7PELIUqHyWQi68hRUlauJHXdOgzJyQX2U1apgnOfPjj3fVjWVKhgbl3oWWYwiAdZYGAgAwYMKPH+K1eu5NChQ6UYkRBCCFEykmAQVnU3iQYAbbo9AVH1CIiqR7JbGptqniMt6CI5VTPICLhMRsBlag5WoT3sxbmo82T9CxgVVi+dlH7gb+x8GuHYpAtuXYZzdfG7pTJufoIhNzHv9Y5GNdDbKOmgusrLmqKTGJlndABofOxQqBWY9AXXFc5NvkJu8hUyjm4DwMbBBU2tQOxrB6HxbYLKtZp5hoNLu8EYdGlkxx1BF3uIrHP7yU22/joIJpOJ7777npUrVzFz5gyeffYZi+0qlYrp06fx+OOP8dxzLxIdHW31mIS4X1X2J+Uqe/xCiHuTc/UaqWtWk7xyJfrTZwrsY+PoiFPPnjg/0hdtmzaypkIFpa7lZ/5cZjCIB1lQUBDvv/9+ifePiYmRBIMQQogKocyvunNzc/nxxx85cuQIvr6+vPjii7i5uZV1GA8MVaYehaH81/Hu6Z1wxyRDPtckJwYnBWA62IwNikTSAi+S1uI8ue460lqfx6M1KNPsSI7IJjMMci5ZN9GQvP0XHOqHoPFtgkODEDJP7L3nMW3d8/7rGZIgpaYrZ6q7YWMyMkV7EBsF2PRvC4BxdZh5n25eKrbGQG5SLjnJudi6qtD42qE7c3dljoyZKWQe20HmsR0AKJ2roqnVFPtagWjqBKO0d8ahQQgODUIAyEm6gu50BJmnIsi+dBwM1ptBcPXqVUaOfJ6lS3/jm2++ok6dOhbbg4ICCQ/fzcyZswkNnUFOIXWVhRBFq+xPylX2+CsrjUaDjY1NeYchHkDGrCzSNv9DysqVZOzZA8bbZ1oq1Gocu3bFue/DOHbujI2dXTlEKopD7edn/tyQmIghNRXlf2ayCnG/c3Z2xsHB4Z7GsLe3v20WuBBCCFEerJZgmDZtGh988AFbt26lU6dOABiNRrp06cLevXsxmUwoFAp++OEHIiMjcXV1tVYoDzRVdi4KU/knGODuZzPkU6Cgj6kKHKjCPxsakVX7OukBl0gLvojBKRun7uDUHfSxJjL2QuY+cKX0Ew2GtOukRqzAtf1TuHV/Dt25g5j0Bdf4vRtKJyU2tnk3ajpk9ediSE0ABl2LpW6Vohdh7mo3gK1AVmwatq6O2NfS3HWC4b8MqdfIOLyFjMNbQGGD2qsumpoB2PsFYufTEFu36ti26o9zq/4Y9VlkxR5Ed3ofmaf3YcxMKdEx72Tjxk00aRLI5MmTeOedt1EqleZtKpWKKVPepV+/R3jhhVFERkZaJQYh7meV/Um5yh5/ZaVWqyXBIMqMyWRCt38/KStWkLp+A8b09AL72TdvjsvAATj37i03pysZVVVPFA4O5jUz9LGx2DdrVs5RCVG2kgsp71YcX3/9NV9//fW9ByOEEELcI6slGDZt2oSPj485uQCwbNky9uzZQ0BAAKNHj2b9+vWsXLmSefPm8e67pVN6RlR8xU00AHSvbgu66mxZ6YHH6qZkNLxKaus4MhpfQV3LhLoWuAyA9J0mMrbnJRpKM8mQGvYn2sadsXXzwq3bsyRumFfisWxdb8xeSIU0b3finR2wN+QyscFh4ObshaLozmXhFOiItqEDiVuSSxyLmcmI/tJJ9JdOkhq2DIVag6ZWIA7122JfOxil1hWHem1wqNcGd5OR7PP/ojsTie5MJDnXL9x5/GLIyspi8uT3WLlyNT/99D0BAZZ/cAYFBRIWtoupU6fx4YezMBbwNKMQ4naV/Um5yh6/EKJohuRkUlatIun3P9CfKbgEkq23Ny4DB+AyYIDFQsGiclEoFKhr1SL7WN61uj5GEgxCCCGEEJWZ1RIMZ8+epdl/LhT//PNPFAoFS5YsoVGjRjz//PP4+fmxbNkySTBYiVFlg0kBiooxicFCccom5evmpWLL5Vwc//XC8V8vcrXZpLU4T2rbWPTV03B+KG9WQ2a4CZvVDTGmKUol0WDK1XN9/VdUGxKKU2BPMo5sJfvCvyUaS3UjwZCbouBSS18AHkmIw9Xz7sv+pB1Op+pADxybaMEGKOV77CZ9FrpT4ehOhQNgW7U2DnVbYV+3FXZe9dDUbIqmZlPcuo5AnxBH5vHdZJ7YS05CXKnFEBkZScuWbXjnnbeZMuVdbG1tzduUSiWhoR/Qp09vnnvuRY4fP15qxxXiflXZn5Sr7PFXZgaDwTzzVIjSZDKZ0EVFkfT776Rt+BuTXn9bHxsHB5x698ZlwAAcWrVEIbNp7guWCYaY8g1GCCGEEELcE6tdoV+/fh0PD8ubx9u3b6devXo0apRXxkahUNCqVSvi4krvpqSwpHfSYFJW3D/EenonmGc03K1uXiq6eeXdpFdl2OG2oy41P+6G109tsD/lgUIJ2nZQfSo4PWzCzb1hqcSaff4o6Yc2A+AS8liJx7GvpQFAm9wanYcWdY6BJ66cK7BvYbMZ7K76kZtuQKlVYl/HvsSx3K2ca+dI2fM7Vxa9xYVvXiBx0w/ozkZhys1B7VET1w5D8H7uS7xfmIdrp6Goq9W586B3c9ycHEJDZ9CqVQiHDh2+bXu7diFER0cwbNjQUjmeEEJUVgsXLqRly5a4urqi1Wpp3rw5S5cuLZWxMzIyMBgMpTKWEACGlBQSFy7k7CP9iB06jNTVa25LLji0bYv3R7Opt2sn3h/OQNumtSQX7iNqv5szUPSxseUYiRBCCCGEuFdWm8Hg4eHBxYsXza///fdfrl69etvijGq1Gn0BTyuJB0tJZzMAbLmci8KkwPGoF45HvdDVSiT+0UNk10zGpS84tATV/IbkXLj32QypYX/i2Kw79nVaYFejEdkXiz+eU5AjAPqMFuACjS9ex9lQ9OyFuj0yYDOAB1wewNbsVWQcy8CllTOOjRzQndaV4GxKxpAaT1r0OtKi16Gw0+JQrzUODdtjXysAW/cauIQ8jkvI4+ivxZB5Yg+ZJ/bccxmlgwcPmmczvPfeZFSqmz+67O3tWbRoAb16PcTo0a+SkmKd9SGEEKIiS0pKYuDAgQQFBaHRaFi5ciVDhgxBo9EwcODA8g5PCAD0cXEk/ryQ5BUrMOluv3ZRurvjOuhRXAcPlhJI9zl1LT/z5zKDQQghhBCicrNagqFRo0Zs376d/fv3ExwczJw5c1AoFDz88MMW/WJiYvDy8rJWGKISKUmSAW6WTcpnH+uO7xedSQ+4REL/I1BNR9W3IGWNCf5pSHJ6ycvp5CZfIf3QPzgFPYRbt2e58ssE4O7rT6lclDjUtceodyPDKa880suZJ0sUS8bxTFxaOeNQ3/ozGApjys4g48hWMo5sRaHWYO/fEocG7XDwb4m6qh/qqn64dnya7Mun8/od31XiBaLzZzP8889Wfv75R+rVq2ex/X//G0L79iE88cTT7Nu3rzROT4gHysWLF6lRo0Z5h1FilT3+ezV27FiL1z169ODAgQP83//9nyQYRLnLjN5P4oIFpG3eDKbbr5scQtri9uSTOHXrhkKtLocIRVn77wwGKcMmhBBCCFF5WW2e8RtvvEFubi6tWrXCw8ODBQsWULt2bXr37m3uk5KSQlRUFIGBgdYKQ9zBpkset32Up5KUTALLskkACpMCp4M1qPlpV7SHvFCowPVRqPISuLneW8mk5F2LMWbrsPOuj2NA92Lt69TcCQBdTCewUeB3LQW/rPQSxaG8UB0Ah7r2KGzL/w8ykz6LzGO7SFj5ERe+epaEv+aSeXofJkMudl51ce/5Aj6j51N18BQcGnVCoSrZDYQ9e/YQGNiCb7757rZtfn5+7Nq1jddff03+SBX3lcjISIYPH07dunVRKBRMnjy52GOkpKTwxBNP4O7uzkMPPcTBgwcttgcHB5dWuFZR2eMvD1WqVCEn5+7X9xGitGVG7yfmf0OJffpp0jZtskguKF1dqfL8c/j/vYFaCxbg3Lu3JBceIGo/P/PnxrQ0DImJ5ReMEBVcdHQ0I0aMIDAwkKZNm/LUU0+xY8eO8g5LCCGEMLNaguHhhx9m7ty51KhRA51OR/v27VmxYgXqW/5wWLRoETk5OXTvXrybtOLe3CmZUFDSoawTDyVJMgAWSQYAZaYar59bU/W3IEx6sG8GHmPAzaMhrtpGJTqGMSOZ5N1LAHDr+iw2Gqe73telhRPGHBeMua0BaH3mSoli6Go3gJyLkHM9B6W9EqcAbYnGsRZjdgYZh/8hfvkMLswbSeLmH8i+fAqFjRL7Oi3w7D+OGqPn49bjBdTe9Ys9vk6n45VXxvDEE0NISkqy2KZWq/n880/ZsGEdbm5upXVKQpSr3bt3ExYWRocOHXBxcSnRGBMmTCAiIoIRI0YQGxtL27Zt+eWXX8zbTQU8VVyRVJT4o6KimDVrFoMGDcLHxweFQnFXCU2dTsd7771H/fr10Wg0eHt7M3LkSItykqUhNzeX1NRUfvvtNzZt2sRLL71UquMLcTf0MTFceO11Yp9+Gl1UlMU2tZ8f1ae+T92tW6g6fryUQnpAKV1dsXF2Nr/OOX++HKMRouL64osv6N69OzVr1uSrr77ihx9+ICgoiMGDBzNx4sTyDk8IIYQArFgiCWD06NGMHj260O3PP/88w4cPx9HR0ZphiBvuNUnw3/1LmgS4W6VVMkmBApdwP9TXHIl7fhd2dcFzLCTMM+FKoxKty5AWuRbHJl1RV6uNc9tBJG9beMd9lI5KtI20ZCd0AIUSx0sp1LyeBt431lgo7vmZFGRF22LbE5xbO5MaVbKZENZm1KWSFrWOtKh1qNy80TbphLZJF2xdq+Pcoi/OLfqSc/08adHrST+yDZM+867H/uOPZezdG8b//d8iOnXqaLHtoYd6EhGxh8GDh3DgwIFSPishytarr77K66+/DuTN1CmJdevWsXXrVurWrcvMmTMZO3YsI0aMIC0tjVdeeaUUo7WOihJ/aGgoq1atKtY+WVlZdOvWjbCwMLy8vBgwYAAxMTEsWLCAtWvXEhYWRp06de45titXrpjLTiqVSr7++mv69Olzz+MKURCTwQAKhcXCy7mJiSR8/Q1JS5dCbq5Ff4eWLXEf+SyOXbrIYs0ChUKBbbVqZKemApBz9RrlV/RTiIrp77//ZsaMGezZs4dGjW4+HBcSEsKwYcPo0KED9evX59lnny3HKIUQQggrJxjuxN7eHnt7uZQsC9aYgXDrmNZKNtxLkgGwXJvhnAd+87pw8cW9qH2y8XgZ4j8rYZLBZCR5x69UHTwFp+YPkxa9HkPqtSJ3cW7uCNiTk9gKgGoHL93xMMbVYUVuz9wPTj3BKdARha0CU07FfgI5N+kSKbuWkrLrNzS1g9A26YxDvTbYVvHFveeLuHUdQeapcNKi15N94d+7GvPChQt069aTadOmMmnSOxbb6taty969Oxk9+jXmz19Q+ickRBmxKYWbcVlZWdStWxcAOzs7vvnmG/z9/XnttddQKpUVvqxYRYk/JCSEgIAAWrVqRatWrfDz8yM7O7vIfaZPn05YWBghISFs3LjR/GDFnDlzePPNNxk5ciTbtm0z909OTubKlaJnuDk4OFCzZk2LNg8PD/bt20daWhobNmxgzJgxVKlShccee6xkJyvEDSajEX1MLFlHDqM7dJisw4fJOnYMbGywDwpC06gRWUeOkHngAPynLJemaVOqvv0W2tatyyd4UWGpqlUj+9QpAHKvFX0dLcSDaObMmbz//vsWyYV8NWrUYM6cObz99tuSYBBCCFHurJZgyMzMJCEhgSpVqqDV3izfkpSUxOzZszly5Ag1a9bkzTffxN/f31phPPCM6bn8c8Hd6sexZrIhf7zSmM1gd8kVn7mduPD6dtQ19bg/A9d/NOGqLX6SQXc2iqzYw2hqNcO927PEr5xdZH+X1s7oEzsAGuyvZzDQcPezFvLdmnDpajeArbEryU0ClZsN2kYOpB8q/pjlw0TWuf1kndtPotoebZMuOAX3Ru1ZC22jjmgbdUR/7RxpBzaScXQbJr2uyNEMBgPvvjuFf/7Zwq+/LrRYOF6j0fDTT98TFBTIuHHjyf3PE5VC3CoqKopNmzYRERFBRESEuXzNncrv6HQ6Zs6cydKlS4mLi8Pd3Z3evXsTGhpaYRYednd3JyYmxmIGxPjx49FqtYwZM6bCJxgqSvwTJkwoVn+9Xs9XX30FwLx58yxmbY4bN46FCxeyfft2oqKiaNGiBQBLly7l5ZdfLnLczp07WyQlAFQqFS1btgSga9euJCYmMnHixHtOMGg0mlJJconKw2QyoT99moywcDLCw8jcF4kxJaXAvplhYWSG3f5AhG2NGniOewPnPn1kxoIokKpaVfPnudeulmMkQlRMkZGRzJ8/3/y6a9euxMXFcebMGQB69erF448/TkpKSolLaAohhBClwWpX+6GhodSuXZvjx4+b27Kzs2nbti0ff/wxf/31F99++y0hISFcvnzZWmE88Iw6AxjL9pgVZcHofP9dl0F9XYvX/DYocm2wDwKX/nntJVmTIXHzD5iMBhwahGBfv22h/bSNHHBoWA399Q4AVI++SOncClOQdSjvM7dOrqUyYlkz6XWk71/P5fmvc/nncaQd3IgxJxt11dpUeeglfF6Zj3vPl1C5e99xrC1bttKqVQjh4RG3bXv11dH888/GCnOzV1RMoaGhTJw4kRUrVtx1bfz88jehoaGkp6czYMAAfH19WbBgAcHBwZw9e9bKUd+drl27smTJktvaX375Zb7++msMBkM5RHX3Kmv8u3fvJiUlBX9//wIXon788ccBWLNmjblt1KhRmEymIj/+m1woSFBQ0F2//5o0aVLgx5kzZ1Cr1ZJguM+ZTCb0sbEk/fY7F8eN41SHjpzt15+rM2aQvvmfQpMLBVG6u1N1wgTqrP8Ll759JbkgCmVbrZr585yrkmAQ4r9sbW3Jysoyv27RogXt2rUzv87OzsZkMmFra1se4QkhhBBmVpvBsGXLFvz9/c1P4wH8+uuvnDp1im7dujFhwgTWrVvHl19+yWeffcZHH31krVBEOSrNdRtKWi4Jbp/JYB9ThapLg7k6NAqnhyDnionMcEWxZzLkJMSRGvYnLu0GU+WhUVy+fBpD2s1ztPfXUHWgB07NHNFd6g0mOxyupuEakwheJf/vl38+Xe0GsHPHShw755VgsvWwJSch584DVFD6q2dJ3PA1yVsXom3aFafgXthW8cWpeR+cmvdBd24/adHr0Z2JBFPBmbOLFy/SsWMXPvpoFmPHvmaxrVOnjkRE7KF370c4fPhwWZySqGQqcvmbe/Xtt98Wuu2FF17ghRdeKNXjlbbKGv/BgwcBaN68eYHb89sPHTpU6sfes2dPidfsEPe/nMuXyQgLJzM8nIzwcHLv9MCPQoG6Th3smzVDE9AM+2bNMOn1ZEZEkH3mLGo/Pxw7tEfTrBkKpbJsTkJUaqqqNxMMuVelRJIQ/9W5c2d+++03PvjgAwA++eQTi+2///47wcHBODg4lEd4QgghhJnVEgxxcXG3/TG9evVqFAoFCxYswNfXl549e7JhwwbWr18vCQYrUagUoAAqSGn+ey2lVJpJBudoX3KqppP40AlcB0P2CROG5OInGZL3/Ia9fwvU1erg+egEri5+F1OuHltPW2pPqImN2oaclMbkpuSVrfAJizXPXiiNclK5VxRkHTOhaaTAvbMLV5dbd/HtsmDMziAtai1pUWuxq9kU55b9sa/bEvvawdjXDibn+nlS960h498dmHKybts/JyeHN954k6ioaH744Vs0Go15m7e3N7t3b+d//xvOmjVry/K0RCVQkcvfiMopLi4OAB8fnwK357fHxsbe03G6du3KY489RsOGDcnKymLVqlUsXryY77///q72P3r0aIHtTZo0wWAwYDKZKnwZLVG03IQEMiMizGWPcmLjit5BocCuUUO0bdri0KY1Di1aoHRyuq2bwy0PEwlRHBYlkmQGgxC3ef/99+nSpQutW7emb9++Ftv27t3LxIkTWbp0aTlFJ4QQQtxktQRDUlISrq6u5tcmk4ldu3YREBCAr6+vuT0wMJC///7bWmE88JRualApoAIu/lvSZENpJhnc/25IZv1rZPkl4TYUEr4yAcVMMhhyiV8xi+rPfIKdVz08+r9J/IrZODXTYqO2IftqPbLjn0ahhOwDu3G8VrpP9XW1G0DYrpVoGoFbVzcSNiRiyCjjulhWlB13hPi4I6hcquEY1AvHwJ7YVvGlSu9XcOv6DGnR60ndtwqjLu22fX/99f84fvwEf/yxxOIpXicnJ1auXM7kye8xc2bRa2cIUZS7KX9z6NAh1qxZY04wjBo1ilGjRpV1qIWKiYlhx44dXL58udDZGgqFgilTppRxZHenosefnp4OUOjThfnrVKWl3f4zrDgCAwOZO3cu58+fR6vV0rhxY9asWcMjjzxyT+MCZGRkYDAYUKmsdtkorCDnyhXSNm4ic380WUeOknP+/B33Udf1v5lQaNUKlZtbGUQqHlQWJZKuXZNEphD/ERwczOLFixk2bBhdunShe/fuKJVKdu3axZo1a/jyyy956KGHyjtMIYQQwnoJhurVq3Pu3Dnz66ioKJKSkhg2bJhFP7mIFGDdRaL/69Ykg8KkoNrS5sS9uRVNIyPajpCxM69fcZIMuSnXiF8+k6pPTsWhXhuqD/8YtdsZshOMZCd0R6FUoT91iKzdf4G6323rQtzreegOgf4iqGsoqfa4J5cW3n9PgeWmXCV5+yJS9v6BY2BPnIJ6YeteA5eQx3Fu1Z+MY7tIjVhBToLlDZTIyEiaN2/NqlV/0rFjB3O7jY0NH344HR8fH157bWyFrd8u7o5er6dJkyYFbivsyezSUJ7lb+5VVlYWL7zwAosXLwaKXsi6IiYYKnv8pe3zzz/n888/L+8wRDkymUzoz50jffsO0jZvRhcVdcd9bGvWRNumDQ5t26Bt3RqVp2cZRCpEHtUtCQZTZibG9PQCZ8kI8SDr27cvp0+fZuHChYSHh2MwGGjatCmzZ8+WteWEEEJUGFZLMAQFBbF27VpWrlxJ9+7dCQ0NRaFQ3PYk3alTp/D2vvPireLBURbJhltvzquvOeGxtgnxjx7GZRBkHzeRG5+X+CpOkiH74jES1szBc8Bb2FX3B/zRx4PCBnJOH0a36Te6qvvdc+wFzeDoajuQ3b+vpOob4NbZjZy9bsSfPF7ICJWbSa8jbd9q0vatwb5uK1zaPYGdV10cm3VD27QLmSf2kha1juwL/5r3SUpKomfP3nz//bcMHz7UYrxXXhlFnTq1eeqp/5FSjEUsRdm4etSO00naIvtkxJdfre+yKn8THx/P9u3bAcjMzOT48eMsW7YMrVZLnz59SjTmhAkT+L//+z+qVq3K//73P+rUqWNR4qmiqyzx58eUmZlZ4PaMjAwgb2aVEMVl1OnICA8nY8dO0nfsIOfChSL7q6pXv5FQaIu2TWts5RpclCOlmxvY2kJO3vphuVevSoJBiAK4u7vzxhtvlHcYQgghRKGslmB4++23Wbt2LY899hiQ91RVUFAQ3bp1M/e5evUqBw8eZMiQIdYKo9I4cOAAr776KpGRkVSvXp0333yTMWPGlHdY5a6kpZDuxq1JBpdddUhvcgVd/XhcHoPrt6wlWpwkg+5UOJfmv4ZDg0CqDgjAmO1B4j+REH0Yini69lbG1WHY9G9b7HNof34gB6NX4tAcXAZBztyGJGfcn0mGPCZ0pyPQnY5A7VUP5zaPom3QDm3D9mgbtifr/L+k7PmNrJi8J8yzs7N55plnOXToEB99NAsbGxvzSL1792Lr1s306vUw8fHx5XVC4h6o1WqrzlQoTFmVvzl69CiDBw82v16+fDnLly+nVq1axMTElGjM3377DQ8PDw4cOED16tXvKb7yUFniz1+s+0IhN37z22vVqlVmMYnKTR8XR/r2HaTv2EFmeDgmvb7QvrY1a+LUowf2gYFomjTBtoa3zB4WFYbCxgaVpwe5l/IWGM+9dg27unXLOSohhBBCCFFcVkswtGvXjhUrVvDJJ5+QkJBAixYt+PDDDy1u6i1ZsgQnJyd69+5trTAqhfj4eHr27Enr1q1Zu3Yt0dHRjB07FhcXl9tKSonSlX+DXmFSUHV5ALFvb8G+mQm7BiayT9z8A7xY5ZISL2HKTEFT/RxZF7JJ3nEOV20ja52ChcZ/9eRcs01oGoJjV2Br3nGLs2h1ZaS/fIqElR+R4lELp5Z9cWzSBY1vYzRPfoA+PpbUsOVkHNsFJiOffvoZsbFx/PrrQuzs7MxjBAcHsWvXNnr16lviG7ZCWEuXLl2KLAFUEunp6fTu3btC35wvSmWJPzAwEIDo6OgCt+e3BwQElFlMonIxZmeTGbGP9J07yNixE/0dfkfZNWqEY8eOOD30EJomjSWhICo026rVzAmGnKvXyjkaIYQQQghRElZdra9fv37061d4SZixY8cyduxYa4ZQKXz77bcoFAr++OMPHBwc6N69O+fOnSM0NFQSDGUgP8mgjnfCZU9tUjqepcbjzpydmQrGkiUZ7Hzyblxnnc8yJxe62g0o/eCxnMVgm6jFc20zEh49jMujkHMpL1GSH8P9nmjISYglccPXpOxagnPrR3EMfAi1Zy08+o3DpcMQUvetJuPIFpYtW87Fi5dYseIPqt1S/7d+/fqEh++mf/9BhIeHl+OZiMqiMpe/adq0KampqeUdRolVlvjbt2+Pi4sLZ86c4cCBAwQFBVlsX7ZsGUCR10viwaM/f570HfmzFCIwZWUV2tdGq0Xbvj2OnTuh7dAR22pVyzBSIe7Nresw5F69/9YQE0IIIYR4ENjcuYuwtr///puHH37YosTG4MGDOXXqFGfPni3HyB48Vf5uiE2mLXrvVII73/40qau20V3NRtDUuJFguJBd4liMq8MK3fbftSluXTTadWcdnCJ8USih+rNqbFxuPvVcVjMpypshPYmkLfO58PVzJG3/FUNmKrZuXlR56CVqvPwDLh2GEH7wX9q162SxGD1A1apV+fvvdbRu3bqcoheVSWUuf/Pmm2+ybds29u/fX96hlEhliV+tVptLHo4ePdqcdAKYM2cOhw4donPnzrRo0aK8QhQVgDE7m/Sdu7jy4Yec6d2HMz0f4mrodDK27ygwuWBXry7uz42k5sKF1N+7B58vv8D1scckuSAqHdUt79nca5JgEA+OxYsX8++//2I0Gss7FCGEEOKeWXUGw/0gKiqKTZs2ERERQUREBBcvXgS4Y6kKnU7HzJkzWbp0KXFxcbi7u9O7d29CQ0OpUaOGRd+TJ0/etvh1w4YNAThx4gR16tQpcfzGjFxwK92yGvej/FkAykw1VdY3Iv6xQ1x/+Bg2+0wY028vLXCn2Qx2XmoAsi/p+e/ys7cmA0qTudwTCqouC0LvnUq2Twp1XnTjzJdJmLJvLlwN9/9sBgBTdgapYctIi1qDY7MeOLXsh61bdVzbP4lLm0GkntxLh0HP89fPnxEYeDOh5OLiwj///E3//o+ydeu28jsBUeFV5vI3gwcP5sKFC/Ts2ZMxY8bQs2dPatSoYVHK8Fb5yZSKorziX7duHaGhoebX+hv179u2vbl2zpQpU+jbt6/59eTJk9m8eTN79uyhXr16dOzYkdjYWMLDw/H09GT+/PmlEpu12NnZFfp1FSWXP0shY8dOMsLDi5yloHBwQNu2LY6dOuLYsSO2/7mWFKKysr1lBoOUSBIPkqFDh6JQKLCzs6NJkyYEBgYSFBREYGAggYGBODs7l3eIQgghxF2zaoIhMzOTOXPmsGrVKk6dOlXoIpcKhYLc3FxrhlJioaGhrFq1qlj7ZGVl0a1bN8LCwvDy8mLAgAHExMSwYMEC1q5dS1hYmEXSICkpCVdXV4sx3NzczNvuhTHTAPJQxF3Jv0HvsteP1DaxZPuk0Lh3XY4sO1Ng/6Ju1Kur5SUY9Ff12Fsv5Nvkn4NNrpLqi1px/o1tZPkl4f+aG97fh7AjZb257wOVaMjJJi16HWn71+NQvy3OrQdi510fbeNO0LgTj3wXTbdGF3m0QwAPN/NCrbLB0dGRDRvW8b//DWfZsuXlfQqigqrs5W8CAgJwd3cnNDTU4qb5f1XU39PlEX98fHyBJdRubfvvYvEajYatW7cyc+ZMFi9ezMqVK3F3d2fEiBGEhobi4+NTKrFZiyQYSocxO5vMfZGk79h+V2spqP39cezYEcfOnbBv0QIbtbpsAhWiDKmqSokk8WDT6/VERUURFRVlsWZOrVq1zAmH/H/9/PzKL1AhhBCiCFZLMKSkpNCxY0eOHj2KUqlErVZjMpnw8vLiypUr5hkAFbFsxK1CQkIICAigVatWtGrVCj8/P7Kziy57M336dMLCwggJCWHjxo3mGt1z5szhzTffZOTIkWzbtq0MohfFlX+Dvsr6Rlx6IYyUkBg6benNjsQNhe7z39kMSkclSoe8eQv2GYXPPvlvmaPSkj9DYstlR2p8256LL+0hyy+Ji6P20OnbPhZJBije2hKVnslI5ok9ZJ7Yg7qaP45BD6Ft1AmlsyfbLxoJX3aAfoHe5u5qtZrFi39Bp9Oxbt1f5Ri4qKjyy9/MmDGD0aNHs3HjRrRaLVDxy9+sXbuWQYMGkZubi4eHB7Vq1TL/vqoMyiv+ESNGMGLEiGLvZ29vz7Rp05g2bVrpByUqLItZChERmHS6QvvKLAXxILIokSQJBvEAcXNzIykpiYCAAIYPH46zszMHDx5k//79HD58mJiYGGJiYli5cqU58eDs7ExAQADBwcF8/vnn5XsCQgghxC2slmCYNWsWR44c4aWXXuKzzz5j1KhR/PLLL1y8eJGsrCx+//133nnnHdq0acOSJUusFcY9mzBhQrH66/V6vvrqKwDmzZtncbNj3LhxLFy4kO3btxMVFWW+4eTm5kZKSorFOMnJyeZt90KhvL28j7gzh2PVsLvgQrZPCkldT9N17QC2Zhc+k+XWtQ1sffOSZ4ZkIDfv61/cBZ6LWn8hX0/vBDZd8ih0ezcvFVvOu+HzdQcujNpNds1kLozZRfsFPVBf11qcz4M0myGf/uoZEv/+hqQt89HUCkBTsxnpShXLl2XyxBODzf1sbW35888/eOKJIaxatbocIxZl4UEqf/P+++9jMplYsGABw4cPt3hqrjKo7PFXJkajEZPJJF/ju5A/SyFj5w7St++QWQpC3MGtJZJyr1/HlJuLQiVVfMX97+zZs8yYMYOvvvqK8ePH079/f2bOnGkulRwTE8OBAwc4ePAgBw8e5MCBA8TExLBz50527dolCQYhhBAVitWu3lauXIm3tzdffvkltra2Fn+UajQahg8fTsuWLQkODubTTz9l/Pjx1gqlTO3evZuUlBT8/f0JDg6+bfvjjz/OoUOHWLNmjTnBUL9+fY4fP27RL/91gwYN7njMJk2aFNh+5swZPD09wVYBObIOw93Kn8XgvqEhl58PJ7nDWVy3+9OVopMM+ZQ3ckKGZOvGeTe6eanAVIX137Tn4qg96L1TOT9uK9WWNKfrkbykx4OeaDDlZKM7vQ/d6X0ADPnnR65fT+Tll18y91Gr1Sxf/jvDho1gyZKl5RWqKAMPUvmbY8eO0alTJ5555pnyDqVEKnv8lUl6ejoGgwGV3PQrUElnKWg7dETtI7MUxINNVfWWhcmNRnKvX7dIOghxv3JxceGjjz7i1Vdf5d1332Xx4sWsW7eOkSNH8sEHH+Dn54efnx8DBw4075OamsqhQ4c4ePBg+QUuhBBCFMBqBXVjY2Np3rw5tra2eQe6Ubs3JyfH3Kdx48Z07tyZn3/+2VphlLn8X/bNmzcvcHt++6FDh8xtvXr14q+//kJ3yx+ky5Yto169eve0wLMouW5eKrT/Vkdzzh2T2kDiQ3kJn7uZiaB0zfs3t4DlM6y1wPOd9KEKNed0QXPOHaN9LpdHRnDt0UMYVYYCz8lV28hiVsaDxGg0Mnr0q8yf/7NFu1KpZOHC+fTq9VD5BCbKxIgRIzCZTEV+FFQeJ7/8zenTp8nOzuby5cssWLCgwiYXADw8PPDwKHwWVEVX2eMXlZdRpyN9xw6ufPghZ/o8zJmeD3E1dDrp27cXmFxQ+/vjPmIENef/RP2wvfh+PQ+3p56S5IIQgI29PTa3LGYrZZLEg8bX15dFixYRGRlJly5d+P7776lbty7vv/8+6enpFn2dnZ3p0KEDo0ePLqdohRBCiIJZLcGg0WjQaDTm1843LhyvXLli0c/d3Z1z585ZK4wyFxcXB1DoTaX89tjYWHPbqFGjMBqNPPHEE/zzzz988sknfPfdd0yZMuWujnn06NECP/z9/e/xbB5sChR4rGsMQErbWPSeBS9S/l9Kl7x/jSlF9ysNxVnH4SEHJ4b+2QXXrXUBSOl4lvPjtpFVM4mudgMKTTQ8iEwmE88//yLfffeDRbutrS0rViyje/du5RSZEKXn8ccfZ8eOHWRlZZV3KCVS2eMXlYfJZCLrxEmu/zSfuJEjOdmmLedffImkRb+gL+AaVmFvj2PXrlSf+j7+mzfjv24t1d6ZgLZdOymBJEQBbG9ZhyFHEgziARUUFMTGjRvZsGEDdevWJTQ0lLp16/L1119jMBjKOzwhhBCiSFZLMPj6+nL+/Hnz6/xagtu3bze35ebmsm/fPqpUqWKtMMpc/lMGDg4OBW7PX/wzLe3mzWpPT082bdpEUlISffv2Ze7cucyZM4dhw4ZZP2BRqG5eKuzPeqA9Wg2UJpK6ngbuPItB6ZT3ryGVu+pflpRGG56MDKLPsvYoU+3QV0/j/GvbSeh7FKOtocBEw4M6m8FkMjFq1Ct8+eVXFu329vasXbtKkgyi0ps+fTp+fn7079+fM2fOlHc4xVbZ4xcVW25SEilr13HpnYmc7tSZcwMGcO3jj8nYsxfTjbVZbmUxSyE8DN9vvpZZCkLcJVXVW9ZhuHqtHCMRovw99NBD7N+/n4ULF6LRaHj11Vdp3LgxK1asKO/QhBBCiEJZrV5Lx44dWbBgAWlpaTg5OdGvXz9ee+01XnvtNdLT06lRowY//fQTMTExPP3009YKo9IICgpi165d5R1GsW25nGvxurxKAFlLNy8V6/6pT0aTq6S2jMN9YwNskx3oalf4egw2NxIMxrub8FAuap7zYujCh/iz3X7SWlwgqfsp0gMv4bksEO3JqgWe34O4PgPA2LHjcHd3Z+jQmz+nNBoNy5f/Tvv2nTl69Gg5RidEyT3yyCMolUr++ecfGjZsiJ+fHzVq1DCXNLyVQqHgn3/+KYcoC1fZ4xcViyknB93Bg6Tv2kXGrt1kHT0KpsLXr7LRanEIaYtj+/ZoO3aSRIIQ90B160LPMoNBCACGDBlC48aNGTNmDOHh4YwaNYpHH320vMMSQgghCmS1u8FPPfUUUVFR7Nmzh169euHt7c3MmTMZP368uWagyWSievXqzJ4921phlDlHR0cAMjMzC9yekZEBgJOTU5nFZC3/TS4U1HY/JBzsY6pgf8oDXb0EkrqfpOryIIBCkww2eZNUMKTftqlC0WTZ8fSWtsTEXeKfrtHkeGRwadQeHKNr4Lm6KV1Tb18EGvISDQ9SkiGv5v5IVColTz31pLndxcWFjRv/okOHLvdVmTfx4Ni2bZv5c4PBwJkzZwqdCaBQKMooqrtX2eMX5U9//jwZu3aRvms3mWFhGG9coxVIoUDTpAnaDu1x7NAB+8BAFDfWGRNC3BvVLSWScq9JgkE8WPR6PSdOnODo0aP8+++//Pvvvxw9epQzZ85gMBgw3Uh228rvHCGEEBWY1e7+dujQgb1791q0jRs3jvbt27NixQqSkpKoX78+zz77LO7u7tYKo8zVrFkTgAsXLhS4Pb+9Vq1aZRZTaSsosXCnvpU50dDNS8W6DQ25UG8XKW1jcd1eF3VCXiKpoCRDfoLBWHCOqcLxO+3NsDhPVgQfJrnDWdKbXySz8VXc/26I66465pJJt57ngzabwWAwMHToMyiVSgYPftzc7u3tzdatm+jUqZt5/RUhKovKnhir7PGLsmdISSEjPJzMsDDSd+8mJ7bon9sqT0+0HTqg7dAebbt2qNzcyihSIR4strfMYMi5JiWSxIPh0Ucf5d9//+XcuXMWiQSFQkHt2rV55JFHaNasmfmjXr165RyxEEIIUbgyv+vbpk0b2rRpU9aHLTOBgYEAREdHF7g9vz0gIKBM4jFmGsBQ+BT/slLZEw19s6rzy7FqZDa6SkK/o3gvuPke/m+SwZxg+M+DkBX53NV6W54Mb078udqs6xJNdq0kEgYcIbVNLJ7LA3A44/nAl00yGAwMH/4sXl5edOjQ3txeq1YtVq5cTocOnQuduSRERVSZE91Q+eOvTNRqdYGlpyo6Y1YWmVFRZIaFkbFnL1n//ltk2SOFWo1Dy5Zo27dH26EDdvXryewXIcqA8pb1+AxJyeUXiBBlaNWqVSgUClq0aEG7du3MiYQmTZqY120UQgghKouKe8ezkmrfvj0uLi6cOXOGAwcOEBQUZLF92bJlAPTr169M4jFm5IKx9MYrzuyFovavyDfbC+Oxuglx9a+R0ewymf4JOJzxMG+7efPdhI19Xpsxs2It8Hw3PK+58czv3VhZ8wzXH/4XffU0Lo7ejeP+GnisaULX5Ae7bFJWVhaPPDKArVs3ExwcZG4PDg5i6dL/49FHH8dgMJRfgEIUQ3p6OmfPnsXb2xsPD48C+yQkJHDp0iX8/f0r3B+7lT3+ykSj0VSKBIMpN5esI0fICAsjY28YuuhoTDk5Re6j9vfHsUNeQsGhZUts7O3LKFohRL5bZwcZkpLKMRIhyl50dDRJSUlcvHiRy5cvc/XqVQIDA82VEYQQQojKwOp3eTMzM4mMjOTy5ctkZ2cX2m/48OHWDqVMqNVqxowZw4wZMxg9ejQbN24039SYM2cOhw4donPnzrRo0aKcIy1flTHR0MfGnaVhfqS0P0fCI0fx/aITCm4+2djVbgBGdS5nlGsB6Gh8xOoxbbpU8E21e6FAwaNxdcleUJMVLQ6TEnKO9OCLZDS+QpUNDXHd5f9Al01KSUmhR49e7Nq1jUaNGpnb+/V7hB9//J6RI583T3EWoiKbM2cOH3zwAXv27Cn0Bv2ZM2do164doaGhTJo0qYwjLFplj1/cO5PRSPap02SGh5MRFkZmRATG9KIXQFJWqYK2bVu0IW3Rtm+PrZdXGUUrhCiM8tYEQ2IiJpNJZg+J+95rr73GoUOHOHjwoHkdqT///NO83cXFhYCAAIKCgggMDCQwMJCmTZuiVqvLMWohhBCiYFa7u2symXjvvff4/PPPiywbkn8BWVETDOvWrSM0NNT8Wq/XA9C2bVtz25QpU+jbt6/59eTJk9m8eTN79uyhXr16dOzYkdjYWMLDw/H09GT+/PlldwI2pXdxfq+zF4oas7IkGtw3NiC1xXmyayWR2iYWl3A/i+2Z9W/UjTUoUOiVZR9gKbLLVvPUnhas3+vHtUGHyKpznYQBR0kJicHzz0C0J6sWWjbpfk8yJCYmMnDg4+zdu9NiDZkRI4Zz+vRpZsyYWY7RCXF31qxZQ926dYssW9imTRv8/f1ZuXJlhbtBX9njr0yMRmOFuOFnys0l69hxMiMjyYyMRBcZiSElpch9bBwccGjVCm27EBzahkjZIyEqoFsTDKacHIwZmSgdZdaZuL99/vnn5s/Pnz/PgQMHOHjwoPnfs2fPsmPHDnbs2GH+vaVUKqlfvz5BQUH8+uuv5RS5EEIIcTur3dWdNm0aM2bMQK1WM3DgQOrUqYOjo6O1Dmc18fHxhIeH39Z+a1t8fLzFNo1Gw9atW5k5cyaLFy9m5cqVuLu7M2LECEJDQ/Hx8bF63PlUVdRgq4Cciv1EdWVJNDzk6MjyvxuQMOAoCf2O4nC8GrYpeeUUctwzuDokb40N5301LWY3VGZ9TFUwLe/CSt+zXH/4X3KqZnBp1B4co33yyialPJizGU6ePEn//oPYvHkDGo3G3D5t2lT27z/AX3+tL7fYhLgbZ8+epUOHDnfs16hRI/bs2VMGERVPZY+/MklPT8dgMKBSle3vaJNej+7I0byEwr596KKjMWZkFL2TrS0OgYE4hLRFG9IO+2ZNUdjalk3AQogSUTo7g0JhXiPFkJwkCQbxQPH19cXX19eijHJ6ejqHDh2ySDwcOXKEf//9l2PHjkmCQQghRIVitb8Uf/rpJ5ydndm7d69FGZHKZsSIEYwYMaLY+9nb2zNt2jSmTZtW+kHdx7Zczq3wSQbXnf6kBV8ku2YyV4ZF4v1jW2yyVFx9Yj9G+1w059zxXF66i3if3ly+f2QpUPDoeX/0C2ryZ/PDpLQ/S3rzC2Q0uUyV9Y1w3en/QM5m2L17N4899gSrV69AqcybsWJjY8OSJb/SqVM3Dh48WM4RClE4nU6H/V3Um7e3tyf9DmVnykNlj1/cLjcxEd2BA+j2H8j79/BhTFlZRe9kY4OmYUMcbpQ9cmjRAhsHh7IJWAhRKhQqFUpnZ/OMJENSEpThA1lCVESOjo60a9eOdu3amduMRiMnT56UvzGEuEtdunRh+/btvP/++0ydOvWBjeF+NHXqVD744AM6d+7Mtm3byjscgRUTDAkJCfTs2bNSJxfETdYoj3SnY1XUREP3amo2/NqS8+O2kVXnOrHvbEYT54aufgIKvZJqi1tgY6jc5ZEKo9bb8lRYc/7aV5P4gYfIqpNIwsAjpLU8j+fyQLrGPnizGf76az3vvjuFWbM+NLc5Ozuzfv0aWrRow+XLl8sxOnG/+P3331m4cCHR0dFkZmYSGBjIhx9+eFdP8BfG19eXffv23bHfvn378Pb2LvFxrKWyx/+gM+XmknXiRF4i4eBBdAcOkhMXd+cdVSrsmzbFoVUrHFq1xD44GKWTk/UDFkJYldLNzTLBIIS4jY2NDQ0bNqRhw4blHUqFl3/zEfIeNjl9+nSh14MxMTHUrl0bgK1bt9KlS5dSi+Pnn38mJiaGLl26lOq4Qsh7y3rka1syNtYauF69ehiNRmsNLx4AZZnUKC51giPe37XD9qojBudsMppeAcBta13U14s/26AkMxSsscDz3XrY4IHPvI5U/SMQm0xbsn1SuPDqDq49ehCDXY55Eehb5Sca7kezZ3/M4sVLLNq8vLxYvPgX88wGIe7F559/joeHB/PmzeOPP/6gRo0adO/e/Z6eYOvVqxcxMTF89tlnhfb54osvOHfuHL179y7xcaylssf/IDGZTOgvXCB1wwauffopscOGc6JVa2Iee5yrodNJXb2m0OSCws4Oh9at8XjlFWr+vIAG+yLwW7qEqm+Ow7FTJ0kuCHGfsFjoWRIM4gGQmJhY5FqVdyMzM5PExMRSiuj+pdPpzMmGsvbzzz/zwQcfyBPWotQ96O8tDw8PGjRoQM2aNUt97Af9a1tSVntE/OWXX2b8+PHExMTg5+dnrcOI+1xFnc3QzUvFllh3an3SjaTOp0nseQJlphrX7f7lHVqZ6V7dFmLqsXGmNwn9jpLWOo6UjudID7iM54pmdDnUHwWKB2Y2w8iRL+Dt7U2XLp3NbV26dGbGjFDeeUcWlxX3Zs2aNVSpUsX8ukePHjRr1ox58+bx/fffl2jMt99+m19++YXx48fzzz//8OKLL+Lvn/cz7MyZM3z//fesX78eZ2dn3n777VI5j9JU2eO/X5lMJnIuXiLr6FGyjhzJ+/fo0TsuxpxP5emJfVAQ9kGB2AcFoWnWDBu12spRCyHK260JhlxJMIgHgKenJyNGjOCnn34q8RijR4/ml19+ITe34j6YV1HMnz+fN998k/r165d3KEKIUjBmzBjGjBlT3mGIW1jtru2oUaM4duwYHTt2JDQ0lJ49e1KjRg1rHU5YUUWYSVBR12ZQGGxw31If1921waTARl9wjBUx9tLykLOWLUub4xzlw7XHD5LjmcGVEfvQHqmeVzYp5cFYmyE7O5tBgwZz4ECkRRZ9woS3OHLkKL/++n/lGJ2o7G5NLkDeFPmmTZty7ty5Eo/p4+PD6tWreeyxx/jrr79Yv95yYXKTyYSHhwd//PEHtWrVKvFxrKWyx3+/MKRnoNu/n8yoSLIO5yUUDMnJd7ezSoWmUSNzQsEhKAiVtzcKhcKqMQshKh6lm6v5c0NScrnFIURZMZlMmG4sbH6v44jC+fr64ubmxqFDh5g0aRLLli0r75CEEOK+ZLUSSQAvvfQSLi4uPPfcc9SsWROlUlngh0p1/958FaVny+XcCpHsyHdr0sAm27bQ5MKDoJuXikfSvan5cTfcNzaAXAUZTa8QN+Efkjqdpoum/21lk1y1je67sklJSUk88cTT6PV6i/b583+gRYsW5RSVKI6oqChmzZrFoEGD8PHxQaFQ3NXNTp1Ox3vvvUf9+vXRaDR4e3szcuRILl68aJU4DQYD+/bto27duvc0TseOHTlx4gSzZs2iR48eNGjQgAYNGtCjRw9mz57NiRMn6Ny5850HKieVPf7K5Nqnc8g6fhzdgQOk/r2Rq7Nmc+7xwZxs3ZrzL7zA9W+/I2P37iKTC7Y1a+LUpzdV3xpPrf/7lQaR+6j9x+9Uf3cSLn37YlujhiQXhHhAqaREkngA7dq1i5EjR5b4Y9euXeV9ChWejY0NM2fOBGD58uVERESUaByDwcD8+fPp1q0bHh4e2NnZUaNGDQYPHlxgGZWff/4ZhULB9u3bAfjggw/Mf1fkf8TExBQ7jt27dzN06FBq1aqFRqPBxcWF1q1bM3v2bNLT0wvcZ8SIESgUCkaMGAHAsmXL6NKlC+7u7jg4OBAUFMQXX3xxxxLn27ZtY/DgwdSoUQM7Ozs8PDzo3r07CxYswGAw3NWxC5L/tSqq8smqVavo1q0brq6uODo6EhgYyEcffUROTg5Tp05FoVDcsVa+yWTihx9+oE2bNjg7O+Pk5ERISAi//vprkfvdicFgYO7cuTRv3hytVou7uztdunS5q2TWuXPnmD17Nr1796Z+/fpotVocHR1p3LgxY8eOJa6AEqLFfW+V5Bh3q0uXLigUCqZOnYper2fWrFkEBASg1Wpxc3OjZ8+etz0EVpA///yTRx55hGrVqqFWq6lWrRqPPPIIK1asKHSfor7vJX3PF/drq9Pp+OSTTwgJCcHNzQ1bW1s8PT1p3LgxzzzzDMuXL7/zF/E+YrU7onv37uWhhx4iIyMDhUKBu7s7jo6O1jqcKIRRZ4D7bCmMijqbQUAPTzu2bGiE4/4aXHtyP1l+SSQMPEJ64CWqLW1O1/j7fzZDeHg4o0e/xg8/fGtus7W1ZdGi+bRqFXLPtVaFdYWGhrJq1ao7d7xFVlYW3bp1IywsDC8vLwYMGEBMTAwLFixg7dq1hIWFUadOnVKN86uvviIuLo5XXnnlnsdyc3Pj7bffrrRlhCp7/JWBUqcjadEiUhYsuOt9bH190TRpgn3TJmiaNEHTuDFKFxcrRimEqMxkDQbxIDp9+jSnT5++pzEkMX9nDz/8MJ07d2b79u288847bNmypVj7p6SkMHDgQHMiQalU4uTkxOXLl1m2bBnLli1j/PjxfPzxx+Z97O3tqVatGomJieTk5Jhv6t6qOGv1GY1G3njjDb788ktzm6OjIxkZGezbt499+/axYMEC/v777yJn7o4ZM4Z58+ZhY2ODs7MzOp2OgwcPMnbsWKKjo1m4cGGB+40bN8687plCocDFxYXk5GS2bNnCli1b+PXXX1m5ciVOVlgba/z48Xz66afm166urvz7779MmDCBdevW0aFDhzuOYTAYePTRR1m1ahUqlQoHBwfS0tIICwsjLCyMU6dOlWidjuzsbAYMGMDff/8N5CW01Go1O3bsYPv27UyYMKHI/Z999lnzzWy1Wo2TkxNJSUkcO3aMY8eO8fPPP7N27VqLcyzue6skxyguvV5Pjx492LlzJyqVCkdHR5KTk9m8eTObN2/m/fffZ+rUqQXuN3z4cH777Tcg7+vn4uJCQkIC69atY926dQwZMoSFCxdia2tbotiK854vztc2LS2Njh07mtdEvPX/RUJCAseOHWP79u089thjJYq7MrLaDIa3336bjIwM3n//fZKSkoiPj+fcuXOFfgjrMKbngqHk0yYr0oyBW1XUuETebAa7q874zO2Utwh0loqs2onEvbWF6w8dp4t9v9v2ud9mM/z44098/vmXFm2NGzdm3ry55RSRuFshISFMmTKF1atXc/nyZezs7O64z/Tp0wkLCyMkJISTJ0/y22+/ER4ezqeffkp8fDwjR4606J+cnMzx48eL/CjqSZLw8HDeeecdJk+eTLNmze763OrUqcPYsWPZvHlzpazVW9njr8xUaWnYFPJkGoCNszOOXbviOW4cNef/RP2wvdTdtBGfzz+jyvPPow0JkeSCEKJISldJMIgHy9atW0vlo7g3yx9Us2bNAvK+7hs2bCjWvs899xzbtm1DrVbz5ZdfkpqaSlJSEpcuXTJf53/yySd8++3NB8yefPJJrly5Qrt27YC8m+RXrlyx+PD19b3rGN5//32+/PJLqlatyrx587h+/TppaWnodDq2bt1KcHAwJ06cYNCgQYXORFi9ejU//PADc+bMISkpiaSkJBISEnj++ecBWLRoUYHvp6+++sqcXHjxxRe5dOkSSUlJpKSk8Nlnn6FSqdiyZQsvvPDCXZ/P3Vq6dKk5ufD0009z4cIFkpKSSEtL4/vvvyciIoJvvvnmjuPMmzePbdu28fPPP5OamkpKSgrnz5+nX7+8exPTp0/n1KlTxY5v4sSJ/P333ygUCqZPn27+ul65coWXX36Z2bNnc+DAgUL3DwoKYt68eZw8eRKdTkdCQgLZ2dmEh4fTu3dvUlJSePLJJ9HpdOZ9ivveKskxiuvrr78mIiKCb7/9lrS0NJKSkoiLi+Pxxx8H8mYCrF69+rb9Jk2axG+//YZCoWDKlClcv36dxMREEhISmDQpbx3LJUuWMGXKlBLFVdz3fHG+tl988QUHDx7E3d2d5cuXo9PpSEpKIjs7m4sXL7Jo0SIeeuihEsVdWVntMfD9+/fTtm1b3n//fWsdQjzgKsJMhm5eKkl2FCD/+7Jlb20cjlfj2uADZDa8RmLv42Q2ukq7pV2xu+p8X89meOutCXTo0J6WLW+WRhoxYjhRUdF89dW8coxMFOVOT5n8l16v56uvvgLyLlxvfcJh3LhxLFy4kO3btxMVFWUuk7V06VJefvnlIsft3LlzgdOtY2JiGDBgAP369Sv271eVSsWXX37J3LlzcXJyonfv3vTv358+ffrgdsuToxVVZY+/MlN5eGJbqyY5cedRurigdHfHrl49HFq1wqFVS+zq1UNhY9Wqm0KI+5zFIs/JkmAQ9z8p4Vi22rZty6OPPsqKFSuYOHEivXr1uqvZH+Hh4eYyJ3PnzuXFF180b6tevTo//fQTKSkpLF++nClTpjBixAg0Gk2pxh4TE8PMmTOxt7dn48aNBAYGmrfZ2trSpUsXtm/fTuPGjYmOjmb16tUMHDjwtnGSkpJYsGCBRbmiKlWq8MMPP7B//36ioqJYsmQJ3bp1M2/X6XTmvzmGDBnCd999Z96m1WoZO3YsSqWS1157jd9++4233nqr1EoDm0wm843lnj178uuvv5q/ZxqNhhdeeAFbW1ueffbZO46VlJTEli1b6Nq1q7nNx8eHP/74gzp16nDp0iV+//133n333buO79KlS8ydm/cA4eTJky32rVq1Kl9//TXJycksWbKk0DE+//zz29pUKhWtW7dm7dq1NG/enEOHDrF8+XKGDh1617GV9TFSUlL46aefLB6s8/X15bfffqNr167s2LGDSZMm0b9/f/P2ixcv8sUXXwDwzjvvMG3aNPM2Nzc3ZsyYQVZWFnPmzGHOnDm8/vrreHl5FSuukrzn79aePXuAvCTEoEGDzO02NjZ4e3szbNgwhg0bVuxxKzOr/TXo5ORUZA01UUbu8xmTFW1dBmGpm5cK2yQHvL8PodqvLbDRqciqlcT5N7eR2P0EXTT9b9vnfpnJkJuby5AhQ0lNTbVo/+yzTwgODi6nqERp2717NykpKfj7+xf4fc1/amPNmjXmtlGjRpkX9ivso6DkQnJyMn379sXPz4+FCxcWe0r8yZMnOXbsGDNnzqRZs2YsX76cYcOGUa1aNbp06cKcOXNK9OROWans8VdmNi7O+G/YQMOjR6gfthf/v9bh88XnuA/9H5oGDSS5IIS4Z7LIsxDC2j788EOUSiUHDhwo8qbvrfJLt/j4+Jifev6v0NBQABISEti0aVPpBHuLn3/+GYPBQO/evS2SC7dycnIyJxXyy/X8l6+vL88880yB2/Jv/B46dMiifdOmTSQmJgIUWOIG4JVXXjHf+F28eHGR51IcBw4cMJcQmzRpUoF/+zzzzDPUrFnzjmO1b9/eIrmQz87Ojl69egG3n/udLFu2jNzcXOzt7Rk/fnyBfQr7mt0NpVJJ7969Aay23kppHcPX17fARI+NjQ2TJ08G4OjRoxw+fNi8bfny5eTm5qLRaHjnnXcKHHfy5MnY2dmRk5NTogXaS/Kev1uurq4AXL58uUT734+s9hfhww8/TFhYWKGLvYiyofKwA9uSZRkq0437yhTrg6ablwoFCpyjfan5UXe0R6thUhm53vcYF0bvpH2N7vftAtCnT59m5EjLqaIqlYqff/4JtVpdTlHdn/R6PU2aNCnww5ryay42b968wO357SW9cMmn1+sZNGgQmZmZrFq1Cnt7+xKN06BBA95++2127tzJlStXWLBgAf3792f//v2MHz+ehg0b0rBhQyZMmMDOnTsxmUpeYs8aKnv8lVVaWhoGg0ESCUIIq7FY5Dk5GdMdFhsVQojiatiwofkm6JQpU8jJybnjPpGRkQB07doVm0Kugxo1akSNGjUs+pem3bt3A7Bx40aqV69e6MeCG2tlxcbGFjhOq1atCn1AydvbG8CcTMiXfz6+vr7Ur1+/wH2VSqX5CfDSPP/o6Gggb5ZGfsma/1IoFHc1G6hNmzaFbivs3O8k/1xbtmyJs7NzgX3q169vfm8UZufOnYwYMYKGDRvi6OhosaDwRx99BMCFCxeKFVtZHyN/seeCdOzYEZUqr8LFre+P/M9btWpV6NfPzc2Nli1b3rbv3SrJe/5uPfLII0BeCbEhQ4awcuVKEhISSjTW/cJqfynOmjULGxsbnnvuOVJSUqx1GCHMyivJUN5lmiqDbl6qvNkMKfZ4/dSWaoub563NUCeRuDe3ktzhDF3s7s/ZDMuX/8mHH86yaAsIaMaHH04vp4gqlyPJjmy65FHkR0JW+SVr8tdK8PHxKXB7fnthF/p365VXXmH79u1MmTKFc+fOmRck279/f4nHrFKlCsOHD2fZsmUkJCSwfv16Xn75ZbKysvj444/p0qULVatW5ZlnnmH58uWkp6ff0zmUtsoevxBCiJtuLZGEwYAxLa38ghFC3LemTp2Kvb09Z8+etVgzoTDXrl0DuONN4vxr/vz+penSpUsAZGRkcPXq1UI/MjIyAMjMzCxwnKIWYM6/AfzfpEt5nn98fDyQd81f1MN5d4oNSnbud1Lcr01BJkyYQKdOnVi4cCEnTpwgKysLNzc3qlWrRrVq1dBqtQDm721JlMUxivoaaDQaqlSpAli+P8rivWWN73u+p59+mtdffx2FQsHSpUt59NFH8fT0pF69eowePZqoqKgSjVuZWS3BMGHCBJo1a8Yvv/yCn58fPXv2ZMSIEYwcOfK2j+eee85aYYgHjMxkqNjMsxkia1Lz467Yn/bAZGcgftBhLr2wl44evW7b535IMkydOo2DBy2fYH/zzTcYMOD2pIooGbVazdGjRwv8sKb8m9YODg4Fbs+/YEu7xxslmzdvxmg08txzzxESEmL+ePTRR+9p3Hy2trb06tWLr776ipiYGA4cOMDUqVOpU6cOv/76K4MHD8bDw4MffvihVI5X2ip7/EII8aCzcXICpdL8WhZ6FkJYQ40aNXj11VeBvIV9K8MDKPlVQSZMmHDHMquFlVqtzIpbFray2LRpk3n2wCuvvMLhw4fJzs4mMTHRvKDwG2+8AVDiWdllcYwH2eeff86JEyf48MMP6dOnD66urpw+fZqvv/6ali1bMnbs2PIOsUxZ7dHrn3/+2fx5SkoK//zzT6F9FQoFP/30k7VCESVQmW/UV4TFn29ljVg2XfIo9THLSv7C2LZJWmp8056U9udI6HeEzEbXiJ3wDy2XtSAy3DLbm59kqKwLQOfk5DBs2AgiIvZYLPq1aNECGjVqZn4qRYjCxMTElOnxAgICCAgIYMqUKVy5coU1a9awZs2aSjMjsbLHL4QQDxqFjQ1KV1cM168DkJuUhFrW8xNCWME777zDDz/8wLVr1/j0008LrdEOeYv1njhx4o7lY/K3V61atVRjhbzFpE+cOHHPM6JLIv98Snr++U+JZ2VlFbpvYdfnnp6eQN7aFnq9vtBZDBcvXiwyNmvJP9c7Hb+w7UuXLgWgV69ezJs3r8A+V65cuYcIy+YYUPTXIDs7m+s3frff+v641/dWRVG3bl0mTpzIxIkTMRqNREREMHv2bFauXMkXX3xBt27dLBa3vp9ZbQbD1q1b7/pjy5Yt1gpDPKDKOkFSkRIalUH+10thUuC6qw6+c7pgd8EFo0MOV4ZH0vh/tejs1Pe2/SrzbIbDhw/z5ptvW7Q5Ozvz+eefllNEojQ4OjoChU9Fzp9qWtT0zIquevXqvPDCC6xevbrQBcwqssoevxBCPChkoWchRFlwc3MzLyr76aefmkvxFCS//vvWrVsxFrI2zPHjx803WFu1amWxLX/dhnt5Orx9+/ZA3ozmom7UW0P++V+4cIGTJ08W2MdgMLB161bg9vN3u1H+7vz584UeIzw8vMD2/LXscnJy2LNnT4F9TCYT/8/encdFUf5xAP/sLveNgAqi4IWmKSKZkBqeqXnmbWmSdphaeaVpXommdpim1i9vOkwTFQ/SvIASAw9UzFsUvA1U7pud3x+0Kyu7nLs7u/B5v177qn3m2Znvzq47w3zn+T5//vlnKe9Ad4rPDaBpJMy1a9c0XkBX7BMfHx+1ywVBKPVaaXm+W1XdRnlFRkZqjOOvv/5CQUHR9TnFPiv+/6dOndKYZEpJSVGZq0FfKvvvViqVws/PDyEhIcrJx3Ux8buh0lmCISAgoEIPIm07er/AqEdiVHfFkzLmD+1Qf0UAah0smjgq7aUE3JoaAf9GJX8bjDnJ8N1332PLll9V2oYOHYLBgweJFBFVleLEQdOJo6Ldw8NDbzEREREZIxOHYhM9s0QSEenQBx98AHd3d6SnpyMoKEhjvxEjRgAoukN7/fr1avvMmzcPAODs7Izu3burLFNMXpuSklLpWMeOHQsTExMkJydj/vz5pfbNy8vTatmnHj16KOvnL1iwQG2fH374QTkif+TIkSrLvL29AQAnT55Um2S4dOkSdu7cqXa9bdq0QZMmTQAUzfGq7mLvzz//LMrIDgAYPHgwZDIZsrOz8dVXX6nts3DhQo2vt7e3BwCcO3dO7fL//e9/uHHjhsbXl+e7VdVtlNetW7cQHBxcol0ul+Pzzz8HALRo0QKtWrVSLhs8eDBMTEyQk5ODZcuWqV3v559/jtzcXJiammLw4MFVjrO8yrNvc3NzNS6TyWTKETeaJoevjmrOO6Vyq24X5avb+6kIRZKl+MOQKCZ/BgCJXAqnAy1Q7/uXYJJigfzaGbjz4Z/w6doKgOrJhDEnGT76aCqSk5NV2n744Tu4ubmJFBFVheKkOTY2Vu1yRXvr1q31FlN5/fjjj+V6bN26FYcOHdLJpHVVYezxExGRquITPRemMMFARLpjaWmpvGC+d+9ejf1efPFF5YXNDz74AKtXr1aOXH7w4AHeeecdbN++HQAQFBSkUg4XAJ5//nkAwO+//17pUj6NGzfG3LlzAQBffPEF3nzzTfzzzz/K5QUFBTh79iwWLlyIJk2a4OzZs5XajjrF99Ovv/6K8ePH4+HDhwCKRnB/++23yjrzw4cPh6+vr8rr+/XrBxsbG+Tn52PYsGG4cuUKgKJRCbt370b37t2Vc9Y9SyKR4LPPPgMA/PHHHxgzZowykZGTk4MNGzbgvffeU46S0Ld69eph4sSJAIo++yVLlijn3UtKSsKkSZPw888/Ky/yP6tXr14AgP379yMoKEg58j0lJQWff/45PvjgA2VyR53yfLequo3ysre3x/vvv49169YpR9ncvn0bI0eOVI5uWbRokcpr6tWrh48++ghAUQJp/vz5ygv6KSkpmDt3Lr788ksAwNSpU+Hq6lrlOMurPPu2ffv2+PDDDxEREaEyQfa9e/fwwQcf4Pr16wCAV199VeV1CxYsgEQigUQi0XsZZF1jXZdqTp5TCKgfyVejGNq8DPqgKZlQvN1Q9oliXgYAsLpWGw2+6oqHI2KR+fwDJA2OQzOvurj28wPIM55O8GSs8zIkJyfjww+nYMuWn5RtTk5O+PXXn9G5czdOrmRkOnToAHt7e8THx+Ps2bNo06aNyvKQkBAARSfXhiYwMLBCk6ZJJBJ0794dq1atQtOmTXUYWfkYe/zGxNTUtNpOsEdEhkMlwcARDFTDPHz4EFeuXEGzZs1Qp04dZXt8fDw+/fRT/PPPP2jQoAHmzZsHPz8/ESOtPgIDA/HVV1/h8uXLpfbbsGEDkpOTERkZiQ8++ABTpkyBra0tUlJSlH+7TZ8+HePHjy/x2jFjxuDrr7/G9evX0aBBA7i4uCiTEMeOHYO7u3u5Yp07dy4KCgqwaNEi/PTTT/jpp59gaWkJKysrpKSkKCeCBrQ/KfKkSZNw48YNfPPNN/jhhx+wdu1aODg4ID09XVn6pkuXLli3bl2J19rb22PFihV45513EB0djebNm8PW1ha5ubnIy8uDn58fRo0ahUmTJqnd9uuvv46TJ09ixYoV+Omnn/Dzzz/DwcEBGRkZyM/PR9euXdG+fXssWbKkRHJHH5YtW4aLFy/i8OHDmD17NubOnQs7Ozvld2PmzJmIjo5GZGRkide++eabCA4Oxl9//YV58+Zh/vz5cHBwQGpqKuRyOfr06QMfH58SF+YVyvPdquo2ymvChAn466+/8O6772LixImwsbHBk2LH8Tlz5uC1114r8brPP/8ct2/fxm+//YaFCxdi0aJFsLe3V8YHFI2KKW2UkS6UZ9+mpKRg1apVWLVqFSQSCezt7ZGfn6+SbJgyZQp69uyp19jFxBEM1Zw8vQAoLP8FS0O7w12bqvN7qyxDGtlQPNkhyzKD68b2cN7VCiiQILPVAzSYZQH/pp1KvM4YRzP8+utW/PbbdpW2l1/uhDfeeF2kiKiyzMzMlCfEEydOVDmhWL58OeLi4hAQEFDibh5DMG/ePIwePRqCIMDa2hqvvfYaPvroI3z00UcYNGgQbGxsIAgCRo0ahXHjxqF58+Y4ePAgOnXqJNpkatUpfmNiaWkJmUwmdhhEVM0VTzAUMMFANczSpUvRpUsXlVrkaWlp6NixI7Zv346LFy/iwIED6NatG65duyZipNWHTCZTlm8pjb29PY4cOYINGzagc+fOsLW1RUZGBurWrYvBgwcjPDxceaf1s5o2bYrw8HD0798fLi4uePToERITE5GYmKi8OF8eEokECxcuRFxcHCZMmIDnnnsOMpkMqampcHR0xEsvvYSPP/4Yx48fV87ZoE3Lly/H0aNHMXjwYNSpUwcZGRmwtbVFly5dsHHjRhw6dEjjnHPjxo1DWFgYunbtCjs7OxQUFMDLywtLly5FZGSkxhEMCt988w127typ3Pe5ubl47rnn8OWXX+KPP/5Q/v3l4OCg7bddJgsLC+zfvx8rV65EmzZtYGZmBkEQ0KlTJ/z2229YunSpxteampri4MGDmD9/Pry8vGBqagpBEPDiiy/i+++/x549e0o9/y7Pd6uq2ygvMzMzHDlyBJ9//jmaNWuG3Nxc2Nvbo1u3bggLC9OYIDAzM8O2bdsQEhKC3r17w8nJCenp6XByckLv3r2xc+dObNmyBaamplWOsSLKs2+3bt2Kzz77DN26dUPDhg2Rl5eH/Px8eHh4YPjw4Thy5AiWL1+u17jFJhF4u2y11bJlSzyOT8KnTSaW+zWGcKFZ13R1176mfadpez3cVMvkNOmeqbYfAFw/rHrQPXTPuVKxlIfYoxqejT3XLQX3R59Cfp0MoEAC57AWOHvoAiCo3plhbCMZHBwccObMSXh6eirbHj58iObNn69SjU7DUIAWLVrgwoULlV7D3r170b9/f4yqNxDtHdqU2veHxC24lp+olUnPnj0BOnHiBARBQPv27ZVtc+fORZ8+Tychz8nJQefOnRETEwNXV1d06tQJiYmJiImJgYuLC6Kjo9GoUaMqx6Zt8fHxePHFF/Haa6/h66+/LjF8Ny0tDVOnTsWuXbsQExODRo0a4eOPP8Y333yDiRMnYtWqVSJFXsTY4zcWLVu2BIAq/XsmIiqPR5s349+lRXWYbbp2Rf3v1ogckeHhb3L15ePjg4KCApw/f17Zpig/8/rrr2P+/PkICwvD1KlT8e677+J///ufiNGWH7+zpGsdOnTA8ePHsXDhQmUpKdKPzp07IzIyEvPnz9c4RwcZFl3+JnMEQ3XHigYl1IQkSlWIPaLh2QSH+T0H1F8RAJuzboCJgOQBF9DsXVdIzI17XoaUlBRMnPihSludOnWwfLn6CaJIP5KSkhATE6N8KHLwxduSkpJUXmNhYYHw8HDMnTsXVlZWCA0NRWJiIgIDAxEbG2uQyQUAmDVrFhwdHbF27Vq1tUHt7Oywdu1aODo6Yvbs2ZBKpViyZAlcXV1x4MABESJWZezxGxvej0JEumbCEklUg929e7fEOWNYWBhMTEywYsUKNG3aFJMnT4a3t7facitENVFkZCSOHz8O4Ol8A0QkDiYYqjkTZ3PAtHxZhpp04b0mvdfKErN80rNJBlmuKer+2A61t3tDUiBFZuv78JxpA5O6xp1k+P33/di9e49K21tvjcGAAf1FiogCAwMhCEKpj8DAwBKvs7S0xMKFC3H9+nXk5ubi/v372LRpU7nrqoohPDwc7du3h1Sq+VRAKpXixRdfxNGjRwEUDWP19vY2iBJDxh6/MUlLS1Op7UtEpAucg4FqsvT0dFhZWSmfFxYW4u+//4avry+cnZ+OXm/evDnu3LkjRohEopg4cSI2b96MBw8eKG94SUlJwQ8//IABAwYAALp27Yp27dqJGSZRjccEg4E5f/48TExMDPqiVHXBJEP5iZFoeDbJIIEE9n83RL01HWGSYoH8OhlwnSmDZTvjTjJ88MFkpKWlqbStW/c/jTUsibQlKysLDx48KLPfw4cPVcpP2dnZwcRE/AnijT1+IiJSxQQD1WRubm4qkw0fO3YMGRkZ6Ny5s0q/goICmJmZ6Tk6IvFERUXhrbfegqurKywtLVGrVi3UqlUL48ePR2pqKlq0aIEff/xR7DCJajy9JRgUd3Q+fvxYX5s0SpMnT4aTk5Pet1tTL7bX1PddWfpONKibD8IysRbqL+8CqysuEMwK4RQI2A0QAOnTRIOD9XNGk2i4ffs2Jk+eptLm4uKCGTOmixQR1RStWrXCn3/+iT///FNjn7/++guRkZFo1aqVsu327dtwcXHRR4ilMvb4iYhIlUqCIS0NQgUmQCUydv7+/oiLi8OKFStw/vx5zJkzBxKJBP369VPpd+nSJdSrV0+kKIn0b+HChXjrrbfQokUL2NjYID09HY6OjujUqRO++eYbnDx5kv8miAyAzhMMa9euhY+PD6ytreHu7o7p059eNNu5cycGDRqE69ev6zoMoxAaGoobN25g7NixYoeiF+G5u9U+9E2sJENZEzVr+3XapM9Eg7okg0mGOdzWvgTHI00BAHavAE0/dIbU2jhHM2zatBn79oWptE2fPhUNGzYUKSKqCWbMmIHCwkL07NkT7733Hg4dOoTLly/j8uXLOHToEMaPH4+ePXtCEATMmDEDAJCamorTp0/Dz89P5OiNP34iIlIlc3iaYIAgoPCZEZ5E1dmsWbNgbm6OadOmoU2bNoiKikLnzp3x0ksvKfskJCTg4sWLaN++vYiREulX//79sXHjRly4cAHJycnIz8/Ho0eP8Oeff2Ly5MkqpcVIvyIiIiAIAid4JgCAzmoEFBYWYsiQIdizZw9MTU3x3HPPlZil2tvbG0OGDIGvry8+/fRTXYViFPLy8jB9+nQsXboUly5d0uu29X2BvawkgmJ5F/MB+ggHQNE+UHchuyKv15Xrh60r1F+fn2fxbVVl/5Wlq6tJifclESRwDmsJ87v2eDjsLLKbJsNjhjVuf5eJgodP5x1xsH4OKZn6/TdVGTNmzEKvXj2VpVssLCzw/fer0atXH5Ejo+pq0KBB+OabbzBz5kysW7cO69evV1kuCALMzMzwzTff4LXXXgMAPHr0CJ999hm6desmRsgqjD1+IiJSJbW2gsTUFEJ+PoCiMkkmtWqJHBWRfrRs2RLHjh3DypUrkZycDF9fX3z88ccqff744w94e3tj4MCB4gRJRESkgc5GMKxevRq7d+9G7969kZiYiPPnz5fo07hxYzRp0gT79+/XVRgqTp8+jaVLl2LQoEFwd3eHRCKBRFL2BMjZ2dmYN28evLy8YGFhATc3N4wdO1ark0SuWLECLi4uGD58uNbWWR6Gllx4tq8+RzSIXS6pookEQyPWhNC2Z91Rf+XLMHlsiXznTLjNMIFFK+MbyXDp0iWsXv2dSlvPnq/g7bfHiRQR1QQfffQRLl26hNmzZyMgIABeXl7w8vJCQEAAPv30U1y8eBEffvihsn+jRo0wc+ZMvPDCCyJG/ZSxx09ERE9JJBLOw0A1Wtu2bREcHIywsDAsXLiwxJxs7733Hs6cOYM+fXgDEhERGRad3XK8efNm1KlTB9u2bYO1teYLpy1atMDp06d1FYaKoKAg7N5dsQvWOTk56Nq1K6Kjo+Hq6ooBAwYgISEBmzZtwr59+xAdHY1GjRpVKa6HDx9i8eLFOHDgQJXWY+gqmywIz92tt9EMigvkurwbv7rT1T5UN4pBwfyhHep/0xn3A08gp/EjOI8HUkMFpB8CgKIkojGMZJg3bwGGDBmkMsn7F18swbZtvyE9PV3EyKg6a9iwIRYtWiR2GJVm7PETEdFTMgcHFPz7LwCggAkGIiIiIqOgsxEMV65cQfv27UtNLgCAtbU1kpKSdBWGCn9/f8ydOxd79uzB/fv3YW5uXuZrFi1ahOjoaPj7++Pq1avYtm0bYmJi8PXXXyMpKanEfAkpKSnKGtCaHrdu3VJ5zezZs9GrVy/4+/tr9f0CgJArB+Tql+nzbvOqjkQw5NEMYo98MFS6GNFQWtLCJNMc7v/rAIc/ixJ+9gMBh5EoMfmzIUtPT8f48RNV2hwdHTF16mRxAiIiAmBqalquEZ9ERFUltXt6x7Y8PUPESIj06+HDh/jzzz/x8OFDlfb4+HiMGDECzz//PF599VX8/fffIkVIRESkmc5u0zY1NUVOTk6Z/W7dulVi6J+uzJw5s0L98/LysHr1agDAmjVrYGNjo1w2depUBAcHIzIyEqdPn4avry8AYOvWrXj//fdLXW9AQAAiIiIAAP/88w9+/vlnREdHIyUlBUDRqAlBEJCSkgIrKyuYmZlVKO7iCtPygdpCiXZjvShuaKMZjHU/6pO252kobSSDpFAKl9DWMHlsheT+/8CmI2BSG3i0VoCQbRwjGcLCfsfOnbswaNBryrbp06di7dr1uH//voiRkbF7/PgxLCwsqjQRWlZWFnJyclBLhJrYxh6/MbO0tIRMJhM7DCKqAWQ2xRIMGRy9STXH0qVL8e233+LSpUuoU6cOACAtLQ0dO3bEv//+C0EQcPHiRURGRuLs2bNo2rSpyBETERE9pbMRDC1btsTp06dLLevx77//4uzZs2jTpo2uwqiSqKgopKamonHjxvDx8SmxfMiQIQCAvXv3KtvGjx8PQRBKfSiSCwBw/fp15OXloW3btnB0dISjoyOWLVuGe/fuwdHRERs3btT5+9Q1bY880OdIBuDpnfjqHlQx+tpvjn82getGP0hyTGDhBdSeBsgcjWckw9y5C1BYWKh8bmNjgy+/XCZiRFQduLi44IMPPqjSOiZOnIjatWtrKaKKMfb4iYiobMVHMBSmMcFANUdERARatGgBLy8vZdvmzZvx8OFDjBw5EleuXMHy5cuRnZ2Nr7/+WsRIiYiIStJZgmH06NF49OgRxo8fj7y8vBLLCwsLMXHiRGRlZWHMmDG6CqNKzp07B6BosiV1FO1xcXGV3kbHjh0RHh6u8hgzZgycnZ0RHh6O/v37l7mOli1bqn3Ex8er7W9MpZH0vV7Sj6omGsozEsLmYl3UX9UJJikWMHUFan8MmHkaR5Lh4sWL2Lhxs0rbG2+MRK9ePcUJiKoFRZJbG+sRg7HHT0REZVMZwcD5p6gGuXv3bom5HcPCwmBiYoIVK1agadOmmDx5Mry9vREZGSlSlEREROrprETSu+++i+3bt+PXX3/F8ePH0bNn0YWxc+fO4aOPPsK+fftw8+ZNvPLKK3jjjTd0FUaVKOZKKD7hanGK9sTExEpvw9nZGZ07d1Zpi4iIgLm5eYn2yjBxMQdMJUB+0QWV6nTXvT7LJVVn6pI1+i5DBehmYm3z+/Zw//Zl3Hs7GnluaXCZDDxaJyDnguGXS/r007kYOnQwHBwclG3ffPMVDh48BLlcw8QqRGU4duxYibmDKvp6MRl7/MYqLS0NBQUFMDHR2WkjERGAZ0YwMMFANUh6erpKGcjCwkL8/fff8PX1hbOzs7K9efPm2LdvnxghEhERaaSzvxRlMhl+//13TJs2DevXr8fatWsBAGfOnMGZM2cgk8nwzjvvYOXKlQY7cWBGRtHEYprqPSsmsC6tDJQ+XLhwQW17y5YtkZaWpnyu7+SCPkYZMMmgqqKfsabPqHi7Ic15URmmKVaov6oTHow6hcyWD+H0HvDkZwFZJww7yZCUlISPP/4E69b9T9nWvHlzDBkyGL/9tl3EyEgMwcHBWLVqFa5fv478/Hw0a9YMM2bMwIgRIyq0nuvXr+P69etVikXMY7axx09ERKWT2XIEA9VMbm5uuHz5svL5sWPHkJGRUeKmw4KCgirN0UhERKQLOr0VzcLCAmvWrMGCBQsQERGBhIQEyOVyuLu7o0uXLnBzc9Pl5o3WggULsGDBArHDqBJ9ljBikkG3FJ+lMY9qkOaawnVzezwcEYt03zuoNQYwcRaQ9jsASAw2ybB+/QZMmDAePj5tlG2ffTYPO3bsVJmjgaq/J0+eYODAgWjTpg0sLCwQGhqKkSNHwsLCAgMHDizXOsLDw3UbpI4Ze/xERFQ2abEEQyEneaYaxN/fH7/++itWrFiBbt26Yc6cOZBIJOjXr59Kv0uXLqFevXoiRUlERKSeXsa6u7i4YOjQofrYlFbZ2NgAALKystQuz8zMBADYFjsRJnHUlCTDoXvOZXcqp4omgfSdaADUj8jo6mpSqdE4kkIp6mzxhUmqBZ50vQ67PoDEAkjdKcCQkwyLFn2OHTt+Uz5v3rw5xo0bi7Vr14kYFenb5MmTVZ53794dZ8+exS+//FLuBENAQID2A9MjY4+fiIjKpjKCgZM8Uw0ya9Ys7Ny5E9OmTQNQNGdUly5d8NJLLyn7JCQk4OLFixg3bpxYYRIREamls0meq4MGDRoAAO7cuaN2uaLdw8NDbzEZA7EmYDbUiZ+r07wXQNF+FnNfV2V/SgQJnPc9D5eQ1gAA226A4ygA0qI5Sgxx4uddu0Jx+nSsStuiRZ/B0dFRpIjIUDg5OSE/P1/sMMhAbN68GRKJpMQjIiJC7NCIiMpNasMRDFQztWzZEseOHcOoUaPQq1cvzJkzB6GhoSp9/vjjD3h7e5f75hIiIiJ90doIhh9//LFKr3/zzTe1FIn2eHt7AwBiY2PVLle0t27dWm8xUelqykgGQyDGiAZtcTjeCJICGR4OOwNrf0BqAzxaLwAFhlebXRAEfPzxTBw9ekjZ5uLigs8/X4T3358oYmTV0+nTp3Ho0CGcOHECJ06cwN27dwEUfQ6lyc7OxpIlS7B161bcunULtWrVQq9evRAUFKTVYewFBQXIysrC/v37cejQIezYsUNr66bq4dixY5DJZMrnLVq0EDEaIqKKkdlxBAPVXG3btkVwcLDG5e+99x7ee+89PUZERERUPlpLMAQGBlZq4kRBECCRSAwywdChQwfY29sjPj4eZ8+eRZs2bVSWh4SEAECJuoiGqLrdRV+amppkEOszNtZEg/0JD8iyTHF31AlYtgKc3wWS1wkGWSopPDwCO3bsxODBg5RtgYFvYt68BUhKShIxsuonKCgIu3dXbIROTk4OunbtiujoaLi6umLAgAFISEjApk2bsG/fPkRHR6NRo0ZVju3BgwdwdXUFAMhkMnz33Xfo3bt3lddL1Uv79u1hYqKXCphERFqnOgdDhvJvRSIiIiIyXFr7C3TevHnV7uTPzMwMkyZNwuLFizFx4kQcPHgQ1tbWAIDly5cjLi4OAQEB8PX1FTlSzYQ8OSDX3/YMtUyRoTp0zxk93JL1vl1dfE7GmGiw+ccN9dd1xO23j8GiJeAyAUj+QYADDC/JMHnyNPTt2wfm5uYAAAsLC3z00QeYM2eeyJFVL/7+/mjdujXatWuHdu3awdPTE7m5uaW+ZtGiRYiOjoa/vz8OHjyonL9n+fLlmDZtGsaOHatSpiYlJQUPHjwodZ1WVlbKMn0Kzs7OOHnyJNLT03HgwAFMmjQJTk5OGDx4cOXeLFE5mZiYVLtzPCIyTMXnYEB+PoScHEgsLcULiEiPBEHAL7/8gt27d+PatWtIT09XO4pWIpEgPj5ehAiJiIjU01qCYcGCBdpalc6EhYUhKChI+TwvLw8A4Ofnp2ybO3cu+vTpo3w+Z84cHD58GMePH0fTpk3RqVMnJCYmIiYmBi4uLti4caP+3kAlFKbm42hBzavRXVNHMRgCY0s0WMU7o8Hajrj19jGYewEuHwJJqwwvyXDnzh1s2bIVb701Rtn2wQcTsXz5Cjx+/FjEyKqXmTNnVqh/Xl4eVq9eDQBYs2aNMrkAAFOnTkVwcDAiIyNx+vRpZTJ669ateP/990tdb0BAQIna+SYmJnjhhRcAAF26dMHjx48xa9YsJhj0zNDLaNWrVw+PHj1CixYtMG/ePAwZMqTK67SyslIpu0REpCvFRzAAQGF6OqRMMFANkJeXhz59+uDo0aMazykkEkmZ5xtERERiqFGTPCclJSEmJkb5UByci7c9W27EwsIC4eHhmDt3LqysrBAaGorExEQEBgYiNjZWK2UvSDc4mkJcYk8GXRGWN52RtBIozADMPADniYDEQjC4SZ+XLfsScvnTIUl2dnaYPfsTESOiqKgopKamonHjxvDx8SmxXHFxd+/evcq28ePHQxCEUh/lmZi3TZs2uHHjhtbeC5VPUFAQZs2ahV27dimTC2VRlNEKCgpCRkYGBgwYgPr162PTpk3w8fHRyufo6uqKxYsXY8uWLQgNDUXjxo0xdOjQCpf8IiISk8TcHDA1VT6XZ2SIGA2R/nz99dc4cuQI+vbti2vXrmH06NGQSCTIzc3FpUuXsGDBAlhbW+Pjjz9W+XuAiIjIEOisSG9GRgZu3LgBNzc3ODs7q+2TnJyMe/fuoXHjxsrSQ7oUGBiIwMDACr/O0tISCxcuxMKFC7UflI5lFujvDgdDvJjMkQziM5YRDR3/HYhj34bC+UPAvGHRSIbkNYY1kuHKlSvYsmUrRo16Xdn2wQcT8b//rcX169dFjEx8eXl5aNmypdplFy5c0Nl2z507B6BoUj51FO1xcXFa3/bx48fh6emp9fVS6Qy1jFbPnj3Rs2dP5fO+ffuiU6dO+PzzzzFggGH//hIRKUgkEshsbVH43+hMeVqayBER6ce2bdtQq1YtbNmyBdbW1pBKi+4FNTU1RbNmzTBv3jx06dIFXbp0QbNmzTB27FiRIyYiInpKZyMYli9fDh8fn1JrA8bHx8PHxwcrV67UVRg1nl1dC8jManbdZENIfJR3AubrhyuXaDOGSbyNYURDx+SBSF4FFKb/N5LhA0BiaVjDkOfP/0xZ3g0omitm0aLPRIxIty6lyHH0fkGpj+Rc8T6jW7duAQDc3d3VLle0JyYmVmk7Xbp0werVq3H48GHs27cP77zzDrZs2VLhkk5UdTNnzsTChQvRr18/1K1bt8z+ZZXRat26tbKMlsLWrVvx3HPPlfp48803y9z2gAEDcPbs2Yq/yWekpaWhoMDwjzNEVD1IbZ/+ThamcwQD1QzXr1/Hiy++qLzxUpFgKCwsVPbp1KkTOnTogO+++06UGImIiDTR2QiGvXv3okmTJmjfvr3GPu3bt0fjxo0RGhqK2bNn6yqUGo1zMhYx1pEMlU04lEbsi/yGPqKhY9JA/LUiFC4fAWb1Aef3AaxpjiePL4sdGgDgxo0bWLlyFT7+eJqybdCg1+Dq6or79++LGJm4zMzMdDpSQZOM/0o3WFlZqV2u+CMxPT29Stvx9vbGqlWrcPv2bVhbW6NFixbYu3cv+vbtW6X1KjRs2LBCk/gaWmkmQ46/PGW04uLisHfvXuU8HePHj8f48eP1FiMRkSGR2dpBMYOcPJ0jGKhmkMlksLe3Vz5XnEMmJSWp3NBQr149ldKbREREhkBnCYYbN26gY8eOZfZ77rnncPz4cV2FQXoi9kVrMj6GnPTp9GQgjq0OhctkwLwx4DwBwHeGk2RYvHgJJkwYr/zDw9TUFB98MBGzZ88ROTLSlRUrVmDFihU6W/8bb7yhvEAvl8uxefNmCIKAnj17wsXFBUlJSfjjjz8gkUjw1ltv6SyOyjLk+MUqoyUIAnbt2qU2qaGOphJj8fHxcHFx0WZoRESl4ggGqonq1auHO3fuKJ83adIEABAdHY2BAwcq2+Pi4lRGQxIRERkCnSUYsrOzYWlpWWY/S0tL5R2gRLpkyBe0aypDHs2Qf1eCpNUCXCYB5k0A5/GAsKY5UlLFTzKkpqbi55+34L333lG2TZgwHsuWfYnU1FQRI6t5FH/gZWVlqV2emZkJALC1tdVbTJWxaNEi5f/Pnj0bvr6+2LFjB0yLTbSZl5eHwYMHG2SpHEOOX19ltIYMGYIXX3wRrVu3Rm5uLtavX4+///4be/bsqdJ6iYj0TWZrp/x/jmCgmsLPzw+7du1Cbm4uzM3N8eqrr2LKlCmYPHkyLCwsUK9ePaxduxaXLl1Cv379xA6XiIhIhc7mYKhfvz5OnjxZZr+TJ0/Czc1NV2EQqTDmkRaH7qmfLN0Y5l8oiyHOz9DFfADyEyVIWgXIswFzL6BWIOBg01zs0AAAy5evgFwuVz63t7fH1KmTxQuohlJMslv8jrPiFO0eHh56i6mq1q1bh4kTJ6pcnAeKylBNnDgR69evFymy8jG0+PVVRsvLywvr16/HoEGDMHLkSDx+/Bj79u0rdxmtCxcuqH00bty4SnEREVUURzBQTTR48GBYWFjg4MGDAIpGMEyePBm3bt1Cnz590KZNG6xZswZWVlb44osvRI6WiIhIlc4SDD179kRCQgK++eYbjX1WrlyJmzdvolevXroKg/TA0C4Ml8XY4tUmbbz3lMxLSMm8pIVoSjK0z6aL+QDk35Lg0Q+AkA9Y+QCOowAYwNwmV69exfbtISptU6dORp06dUSKqGby9vYGAMTGxqpdrmhv3bq13mKqqsLCQmVZn2edPXtWJbFliIw9/sr6/PPPcfXqVWRlZSErKwtRUVF49dVXxQ6LiKjCZDZPR/3Jq5h8JTIWffr0wf3791VGJ3z99dfYsmULhg4diu7du2PixImIjY2Fl5eXiJESERGVpLMSSTNmzMBPP/2E6dOn48iRI3j33XeVd8HFx8dj7dq12L9/P+zs7DBjxgxdhUFkMI7eL0BXV539k9O5Z5MKxZ87WD+nte0YYtmk3GsSPNokwGkcYO0HeOY2R8Im8UslLVy4GEOGDIZMJgNQVK5n1qyZmDx5qsiR1RwdOnSAvb094uPjcfbsWbRp00ZleUhIURLImIayv/3225g7dy6Sk5PRr18/5RwGe/bswcqVKzF58mSxQyyVocVfXcpoERHpi9Tu6e9hIRMMVMONGDECI0aMEDsMIiKiUunsaqe7uzv27NmDwYMH4/fff8f+/ftVlguCAGdnZ2zfvt2oSkcYm4I8uUHcbW1oOB9DxZQ1YkGxvDomGrqYD0B47m7knJPg8WYBtd4CbAIA90fNcWePuEmGixcvYvPmHzFu3NNJa0ePfgMzZ85Cbm6uiJHVHGZmZpg0aRIWL16MiRMn4uDBg8qSN8uXL0dcXBwCAgLg6+srcqTlt2zZMjg7O2P58uX46quvIJFIIAgCateujaCgIHz88cdih1gqQ4u/OpTRkslkykm0iYh0TWbLEQxERERExkRnJZIAoFOnTrhy5QqWLl2K7t27o1mzZmjWrBm6d++OZcuW4cqVKwgICNBlCDVe5qM8FOYLOlu/oZW0qQhDjf36Yety963I/Av6eL+6KJ9kCJ+TIsmRHStB6q6iNodBgMNLdqW8Sj8WL16i8rxWrVoYMWK4SNEYv7CwMPj5+SkfeXl5AKDSFhYWpvKaOXPmoH379jh+/DiaNm2K4cOHw8/PD9OmTYOLiws2btwoxlsp07Bhw7BkyRIIguoxQiKRYMaMGbh79y5u3LiB48eP48aNG7h79y5mzpwJqVSnpw7lZizxV4cyWtbW1sqRUkREuiYtNskzRzAQERERGT6d12txdHTEjBkzWAaJDJIhjGQ4dM8ZPdySRY2hNJVJGGh7RIOhjGYAgIyjgMwRsO0K1BvnhsIsOdLPijcB4c2bN3Ho0GH06NFd2TZ58ocIDv5RtJiMWVJSEmJiYkq0F29LSkpSWWZhYYHw8HAsWbIEW7ZsQWhoKGrVqoXAwEAEBQXB3d1d53FXRkhICHbs2IFp06bBzMysxHKZTAZPT094enrqP7hyMJb4q2MZLSIiXZIVm+SZIxioumrUqFGlXyuRSBAfH6/FaIiIiKrGeAvCE1VzFRnJYKhSMi9pvWySWEkGRakkQILUnQKkVkXzMdQf7474hTeQey9PlLgAYPXq71QSDG3aeKNnz1fwxx8HRYvJWAUGBiIwMLDCr7O0tMTChQuxcOFC7QelY1988QWioqLw5MkTuLi44IUXXkDfvn2NpqyTocdfHctoERHpktSGczBQ9ZeQkKAs41hRLFtIRESGhgmGas6ujjlkcgkK87RfJskQStdogyGMYqjOqtNoBmWSQZDgyS8CZLUACy/AY7I74oMSUZheqPeYAGDfvjBcvXoVXl5eyrbPPpvPBAOVy/z581X+uA0LC8PChQvRoUMHfPfdd3j++edFjK5s+o4/LCwMQUFByufFy2gpzJ07F3369FE+nzNnDg4fPqwso9WpUyckJiYiJibGoMtoKaSnp6OgoAAmJjxtJCLdk9lxDgaqOXx9fTFq1CgMGDAAlpaWYodDRERUKVorRCyVSmFiYoKrV68CKCpNUN4H/2DVHYmUdzcYkorMmWAotJUYqHZzM8gleLwBKEgCzGqbwWOyO6QW4tSml8vlWLbsK5W29u1fxIAB/UWJh4zLiy++iB9++AF//vkn9uzZg7lz56JFixY4duwY/P39cfjwYbFDLJW+41eU0VI8FMmN4m2aymjNnTsXVlZWCA0NRWJiIgIDAxEbG1ulMgn6UJm7K4mIKktafJLnzEwIcrmI0RDpxtatW9G3b1/ExcVh6tSp8Pb2xieffIJ//vkHtWvXRp06dUp9EBERGRKJoKW/Gj09PSGRSHD06FE0bNhQ+by8bt68qY0wqJiWLVsiLS0NfgVvcQRDOejrjviuriUTas/OwdCke2aJEkmH7jmXeJ2+JnnWdnJAm2WTAP2PZii+L01qC3CZBshsgNQTabj93T29xqKMw8QEly//g8aNGyvbDhz4A7179xUhmgK0aNECFy5cqPQa9u7di/79+8PXuj8amJc++e3f6dvwRHoLOTk5ld5eTSSVSlG/fn1cvXoV5ubmJZZv3LgRU6ZMgYmJCeLi4lCvXj0RotTM2OM3FopziZs3b/KGECLSi8KUFFz181c+9zoRA5mdXSmvqDlatmwJAFU6xyLD8vjxY2zduhU///wzoqOjIZFI4OrqipEjR+KNN94oMXeTseF3lojIcOjyN1lrt9smJCTg5s2baNiwocrz8j7IuFS35AJQPd9TcYZUBqo6jWYo+FeCR98DQiFg/6IdHLs4iBNHQQEWLlys0tajR3e4urqKEg8ZPqlUig4dOqi9OA8AY8eOxfbt2/HkyRN89dVXavuIydjjJyIi9aQ2NirPWSaJqrNatWphwoQJOH78OOLj47FgwQLY2tri66+/hq+vL55//nksW7YMt2/fFjtUIiIijcSp50FENZ4ukgz6SjQ8m6zJS5Ag9b9Nu75RB5ZNxKmfumPHTmRkZCify2QyjB0bKEosZPgcHR3x5MmTUvu88sor8PPzQ1hYmJ6iKj9jj5+IiNSTmJhAamWlfM6JnqmmaNiwIebOnYtLly4hJiYGH3zwAR49eoTZs2ejXbt2YodHRESkkc4SDGPHji3XpIWbN2/G2LFjdRUGUYVU91EMhiYl81K1Gc2QcQTIigWkJhJ4fFgPpk76LyWSmZmJrVt/U2kbP/5dljUhtby9vREZGYlbt26V2q9hw4YGedecscdPRESaqczDwAQD1UAeHh5o1KgR3NzcIAgC5JyLhIiIDJjOEgybN2/GsWPHyuwXFRWF4OBgXYVBOsCL8KRtxphkKFlySoInPwF5twATOxPUGytOaaLvv/9B5bm7uzuGDx8mSixk2N566y3k5OSgT58+uHRJ/b9BQRBw5swZWFtbq10uJmOPn4iINJPaPi2TxBEMVFNkZWXh559/Ru/eveHu7o4pU6bg5s2beOedd7Bz506xwyMiItJI9BJJeXl5kMlkYodRbRXmywHtz+9MpHXaHs2gz5JJCkKeBI83AvI8wKalNWp1ddDr9gEgNjYWUVHHVdpmz54JqVT0n3syMG+88QaGDh2KCxcuoG3bthg/fjz++OMPPHnyBIWFhbhy5QpGjx6NK1euoEOHDmKHW4Kxx29MZDIZJBKJ2GEQUQ0is306qTNHMFB1JpfLsX//frzxxhuoU6cOxowZg4iICPTv3x87duzAgwcP8MMPP6Bjx45ih0pERKSRqHUzBEFAbGwsXFxcxAyjWstIzkOhPTMMxub64Zp7t21K5iU4WD+ntfWF5+7W2QTXXcwHlEhiFCRJkLZbgMNQoO6I2si8nIXce3k62b4my5Z9iT17dimft2jRAoMHD8L27SF6jYMM39atW9GiRQssXboUa9euxbp161SWC4IAKysrLFy4UKQIS2fs8RsLa2tr3gxCRHqlOoIho5SeRMYpJiYGv/zyC7Zt24akpCRIJBK8/PLLGDVqFIYMGQJ7e3uxQyQiIio3rSYYunbtqvL8wIEDJdoUCgoKEB8fjwcPHmD06NHaDIN0iOWRSB+MKcmgTkYkYNESsGghRf0J9RC/MAFCnv4Sffv2heHs2XNo08Zb2fbGGyOZYKASJBIJ5s+fj/fffx8//vgjjhw5gvPnzyM5ORl2dnZ4+eWXsWDBAjz//PNih6qWscdPRETqqY5gSBMxEiLd8Pf3h0QiQatWrTB9+nS8/vrrqFevnthhERERVYpWEwwRERHK/5dIJHjw4AEePHigsb+pqSn69u2Lr776SpthEFWaPi9CU+l0kWQAtP8ZqxvFAEGCxz8JcJlZAAt3c7j0dcK/O5O1ut3SCIKAb75ZieDgjcq23r17wdHREU+ePNFbHGQ8ateujenTp2P69Olih1Ipxh4/ERGp4ggGqikuXryITz/9FJ9++mm5XyORSJCbm6vDqIiIiCpGq0W5b968iZs3b+LGjRsQBAFDhgxRtj37uHv3LjIyMrB79244OztrMwyjFRwcjNatW8Pa2hqenp6YMWMGsrKyqrRO29rmkJmybjIZ5+gTbU/+DOhvP8jTJEj9rSiH69yzFkxr6bciXWjobuTk5Cifm5mZYeTIEXqNgXTj/PnzMDExgbu7u9ihUA2RkZGBgoICscMgohqEIxioJhAEAQUFBRV+5Ofnix06ERGRCq1e8fLw8FD+//z58+Hj46PSRprt3LkTgYGBmDFjBnr27InLly9j1qxZSE1NxQ8//FDp9UplEq1N8myMF6jJ+CmSDMZYMinnHJB5OQvWza1Qd2Rt3F5zT+fbVEhLS8OePXsxbNhQZdu7776N7777Xm8xkG5MnjwZTk5OYodBNYhcLhc7BCKqYaS2tsr/5wgGqo54bCUioupEqyMYiluxYgVLH1XAtm3b0LFjRyxbtgxdu3bFhAkTMGXKFISEsGY6EaD90Qzhubu1ljTTnKyQIGOHFYRCAfbt7GDzvH4n7964cbPKc2/v1ujUqaNeYyDtCg0NxY0bNzB27FixQyEiItIZWbESSfI0jmAgIiIiMmQ6SzAUFhaifv36ulp9tVNQUAA7OzuVNnt7e97ZQFSMMZZMyr8nwaNDRfMeuI2pA4mZ/kqWHTx4CNevX1dpmz59qt62T9qVl5eH6dOnY+nSpTA3Nxc7HCIiIp2RFiuRVJjBEQxEREREhkxnCYaWLVvi7t27ulp9pZ0+fRpLly7FoEGD4O7uDolEAomk7At+2dnZmDdvHry8vGBhYQE3NzeMHTtWa+9xzJgxOHz4MHbu3In09HScOnUKq1atwvvvv6+V9VcVyyORoTDGJEPuwVrIS86HmYsZanV20Om2ihMEAd9+u0alrX//fvD29tZbDMbGUI8RQNHIQBcXFwwfPlxr6yQiIjJEHMFAREREZDx0lmD44IMPcOzYMRw7dkxXm6iUoKAgzJo1C7t27Sr3hZ+cnBx07doVQUFByMjIwIABA1C/fn1s2rQJPj4+uHHjRpXj6t+/P77//nuMGDECdnZ2aNeuHTp06IDFixdXed1E1Y2ukgxVSTSUNqeDkCtB0t5kAEUTPktkld5MhW3cuAmPHj1SaRs5kheoNTHUY8TDhw+xePFiLF++vMrrIiIiMnRSm2IJhqwsESMhIiIiorJodZLn4jp27Ii3334bPXv2xNtvv41+/fqhQYMGsLCwUNu/QYMGugpFhb+/P1q3bo127dqhXbt28PT0RG5ubqmvWbRoEaKjo+Hv74+DBw/C5r8T3uXLl2PatGkYO3YsIiIilP1TUlLw4MGDUtdpZWWl8p6PHDmCyZMnY/bs2ejSpQuuXbuG2bNnY8aMGfjyyy8r/4apQvQ1+a8x0cXFfG1Iybyk1YmfFXT1HRDOuiL/ST5MnUzh0MEeT/5M1fo21MnMzMTatesxa9ZMZdugQQPxySez9bJ9Y2Oox4jZs2ejV69e8Pf3r/ybIyIiMhJSKyvl/zPBQERERGTYdJZg8PT0hEQigSAIWL16NVavXq2xr0QiQUFBga5CUTFz5syyOxWTl5enjH3NmjXKC0cAMHXqVAQHByMyMhKnT5+Gr68vAGDr1q1lljYKCAhQueA0bdo0DBs2DAsWLFAut7a2xujRozF16lS4urpWKG6FwgIBECr1UjJwR+/r59+MITOqJEOBBMn7H8P19Tpw6euEJ1GpQKF2N6HJjh27VBIMTZs2hY+PD86cOaOfAIyIIR4j/vnnH/z888+Ijo5GSkoKgKJRE4IgICUlBVZWVjAzM6tQ3EQVIZXqbMArEZFazyYYBEEoV8lCIiIiItI/nSUYXn755WpxEhgVFYXU1FQ0btwYPj4+JZYPGTIEcXFx2Lt3r/Li0fjx4zF+/PgKbefq1asYN26cSpu3tzcKCwuRkJBQaoKhZcuWatvj4+NhVmCLQvuqZRg4/4L4Dt1zrtLrq/NnqMskA1B66aOKkp+sg4K+BTCrbQYHf3ukHNPPKIbTp0/j5s2baNiwobLtzTdHMcGgBfo4Rly/fh15eXlo27ZtiWWOjo74/vvvK3zMIaoIGxsbmJjo7JSRiKgEqbX10ydyOYScHEgsLcULiIiIiIg00tlfi8Xvzjdm586dAwC1F3aKt8fFxVVpO/Xr1y9xsS82NhYA4OHhUaV1U8XoukzS0fsF6OrKCzXapKskA6Dd74OQJ0HS74/hOqI2ag9wQurfqRD0NIrhl19+xZw5T8sijRr1Oj75ZHaZ5X+MRV5ensZk64ULF3S2XX0cIzp27Ijw8HCVts2bNyMsLAzbt2+Hl5dXpddNRERkiIqPYACKRjFImWAgIiIiMki8ylmGW7duAQDc3d3VLle0JyYmVmk77777LmbOnAk3Nzd07doVV69exZw5c9C/f3+4ubmV+lpNF89atmyJ21f+rVJcRMZC10kGQDujGR4ffQLn3rVg5mIGWx9bpJ1Kr/I6yyM4+CeVBIOzszOGDRuKn376WS/br6xL+bGIx81S+2TIS5/PQJf0cYxwdnZG586dVdoiIiJgbm5eop2IiKg6kFhYABIJIBSNxJZnZQFOTiJHRURERETqMMFQhoyMDABFE26qY/3f8N309KpdJJw8eTKkUinWrVuH5cuXo06dOnj99dcRFBRUpfXauJhDJkhQmF+5MknVubQOlc1QJ3gWizZGM9ibNkfKX8lw6esEx072ekswXL9+HUeOHEW3bl2VbVOmfGTwCYbyMjMz0+lIBU30dYwgElNGRgYKCgpYJomI9EYilUJqaamc4FmemSlyRERERESkic7/UszKykJ4eDiuXbuG9PR0CELJC90SiQRz587VdSgGTSaTYcqUKZgyZYp212siATgXcIXpukwSGS91oxkqmoh78lcKXPo6waaVNUwcTVDwRD//SL/9drVKgsHHpw06dw5ARESkXrZP2rNgwQIsWLBA7DCohpDL5WKHQEQ1kNTa+mmC4b//EhEREZHh0WmCYfPmzZgyZQrS0tKUbYIgqEz+rHhuqAkGGxsbAEWJEnUy/7ubxtbWVm8xUfVz6J4zergl62TdNWUUiq7KI2lSlf1qldEEmZczYd3cCo6d7JG055EWI9Ns374wXLlyBc2aNVO29e3bhwmGKuAxgoiISDeKz8Mgz2SCgYiIiMhQSXW14sOHD2PcuHGQSCSYPXs2/P39AQA//PADPv74YzRp0gSCIGDSpEnYuHGjrsKosgYNGgAA7ty5o3a5or06TsQs5oXplMxLopfnqSkX5qsDfScXtOFxZAoAwPFlB0BSaletkcvl2Lr1N5W2fv366Gfj1VRNPkYQERHpksS6WIKBIxiIiIiIDJbOEgxff/01JBIJwsPDERQUhKZNmwIA3nnnHSxduhQXLlzA5MmTsXHjRvj6+uoqjCrz9vYGAMTGxqpdrmhv3bq13mKqzp5NLBhCooEMmzEmFwAg7VQ6CjMLYeZsCusW6uv368K+fb+rPPfy8kLLli31tv3qhscIIiIi3VAdwcA5GIiIiIgMlc4SDCdPnoSfn5/y4suzTExM8NVXX6F27dqYP3++rsKosg4dOsDe3h7x8fE4e/ZsieUhISEAgH79+uk5suqntESCWEmGmjyKwRgSO8aaXAAAe7PmSPm7qHxcrQAHvW339OnTuHXrlkrbyJHD9bb96obHCCIiIt2QWlsr/58jGIiIiIgMl84SDBkZGcrSEQBgbm4OAEhPT3+6cakU7du3x19//aWrMKrMzMwMkyZNAgBMnDhRWU8bAJYvX464uDgEBAQY9CiMytD3hfXyXMxmkuGpo/c5c7cxJxcUHkekAADs2tpCZiPTyzYFQcD27TtU2kaNel1lbhwqv5p6jCAiItI1lREMTDAQERERGSydJRjq1q2Lx48fK5+7uroCAK5evarS7/Hjx8jOztZVGCWEhYXBz89P+cjLywMAlbawsDCV18yZMwft27fH8ePH0bRpUwwfPhx+fn6YNm0aXFxcDHoOCXmhAAhiR1G6iiQOjOGuekNiiMkReir3Ti6yb+VAYiKBbRsbvW3355+3qDz38PDAK6/00Nv2DVlNO0YQlYdUqrPTRSIijVQTDCyRRERERGSodPYXY/PmzXHt2jXl85deegmCIOCLL76AIBRd8T5+/DiOHj2KZs2a6SqMEpKSkhATE6N8KGIp3paUlKTyGgsLC4SHh2Pu3LmwsrJCaGgoEhMTERgYiNjYWDRq1Ehv8VdU+r+5KMw38AxDBYmRZOCFetIFB+vnkHa6aFSXna/+Egxnz57F2bPnVNomTZqgt+0bspp2jCAqDxsbG5iYmIgdBhHVMFKrYiWSMjmCgYiIiMhQ6SzB0KdPH9y8eRMnTpwAAHTr1g2tW7dGSEgI6tWrB19fX3Tp0gVyuRyTJ0/WVRglBAYGQhCEUh+BgYElXmdpaYmFCxfi+vXryM3Nxf3797Fp0ya4u7vrLXZ90efF9Jo6IsHQSxzV1M9FDGmnMwAANs9bQ2quvzJF//vfWpXnffv2QcOGDfW2fUPFYwQREZFhkFpzBAMRERGRMdBZguHNN9/E/v37Ubt27aINSaUICwtDjx498O+//+LMmTOwsrLCokWLMGrUKF2FQQasKhexOYqBqovcO7nIfZgHqakUNq30N4rhp59+ViljBwCvvtpbb9snIiIiKo3KCAbOwUBERERksHSWYLC3t0fPnj3h6empbKtXrx4OHDiAtLQ03L17F8nJyZg1a5auQiAANs5mkJlWz8lbmWSg6iI99r8ySW31l2DIysrCnj37VNpeeaW73rZPRMYjMzMThYWFYodBRDUMJ3kmIiIiMg5aTzD8/vvvePfdd9G7d28MHDgQ8+bNw82bN1X6WFlZwdXVFTKZTNubp2fITKVABfIL+rqAzhI8ulfdkyHV5TvkYP0c0mKLyiTZetsAevxZPHjwkMrz7t27wcLCQn8BEJFRKCwsVM5HQkSkLyoJhkyWSCIiIiIyVFpNMLzxxhvo168fNmzYgD/++AN79uzB4sWL0bJlS+zZs0ebmyICwFEMulBdLtwbk6zr2ShIK4DMWgbrplZlv0BL/vjjoMpdyVZWVnjllR562z4RERGRJlJrlkgiIiIiMgZaSzBs2LABv/76K2QyGQIDA/Htt99i8eLF8PPzQ05ODt58802kpqZqa3NkxKrDBezqnmQwFtXhuwQAEID0uKI782zb6K9M0uPHj/HXX8dU2oYPH6q37RMRERFpUnwEg5DJBAMRERGRodJagiE4OBhSqRT79+/Hhg0bMGnSJMyaNQtRUVEYM2YM0tPTsXPnTm1tjnTAWC+ai3WR2Vj3V3VTHZIMDtbPIf2sokySdRm9tSskRPV3eeDAAbCx0V+Sg4iIiEgdqTXnYCAiIiIyBlpLMJw/fx5+fn7o1q1biWWzZ8+GIAg4f/68tjZHRqo6XAwmw1MdvlcZ/2RCKBBg7moOU2dTvW33t9+2o6CgQPncysoKI0YM19v2iYiIiNThHAxERERExkFrCYa0tDQ0btxY7TJFe1pamrY2R6SiJo1iOHq/oOxONZCxJxnkOXJk3cgGANi00N88DElJSfj99/0qbRMmjNfb9omIiIjUUZmDITsbglwuYjREREREpInWEgyCIEAmk6nfiLRoM3KeFOqdIBfK1U8fF8qN/QKwJoZYKqmyMRn7Z2Ts8WdeLBr+b/2c/hIMALB27XqV5z4+bfD888/rNQYiMlwSiUTsEIioBio+ggGCACEnR7xgiIiIiEgjrSUYyDClPcxFYV75kgzGztgvLpN2GOv3wMH6OWReViQY9DsPw/79B3D79m2VtoCAl/UaAxEZLltbW5iYmIgdBhHVMCoJBnAeBiIiIiJDpdUEQ3BwMGQymdqHRCLRuJx/tJKxM8RRDDWZsSYZsuKzIc+Xw9TBBGauZnrbrlwux5Ej4Spt3bp10dv2iYiIiJ4lsbAApE//XOU8DERERESGSasJBkEQKvVg6SRxVafySMZ6Ybk0h+45ix2CUTLG74KQLyA7vmj4v7WXpV63ffSoaoKha9cuTP4akM2bN0MikZR4REREiB0aERGRTkgkEtWJnjmCgYiIiMggaS3BIJfLq/Qg3bB2MoPMlLWT9YGjGAyPsSUZVMokNdfvPAyHDh1WeW5vb49OnTrqNQYq27Fjx/D3338rH23bthU7JKoBMjMzUVhYKHYYRFQDMcFAREREZPg4B0M1Z2ImBUTOLxjbRV6xiD1Sobp+Tsb2vjKvFv3xbNVUvwmGBw8e4NSp0yptr702UK8xUNnat28PPz8/5cPOzk7skKgGKCwshCDUjPmciMiwMMFAREREZPiYYKjhquNd92JeUK7I/jx6v0CHkVBxKZmXjCbRYPagAYRCAWbOpjBx1G+JotBQ1e/v0KGDIZPJ9BoDERERkYJKgoFzMBAREREZJCYYiKqZ6pg00hZjSDIIuRLk3M4FAFg10e88DNu371B5XrduXXTv3k2vMYjt9OnTWLp0KQYNGgR3d3flXAdlyc7Oxrx58+Dl5QULCwu4ublh7NixuHv3rlbjq1evHkxMTNC6dWuEhIRodd1ERESGRmptrfx/eSZHMBAREREZIiYYSKfEuqBrDBeSSRzG8N3Iis8GAFg11m+C4erVqzh58pRK2zvvjNNrDGILCgrCrFmzsGvXrnInB3JyctC1a1cEBQUhIyMDAwYMQP369bFp0yb4+Pjgxo0bVY7L1dUVixcvxpYtWxAaGorGjRtj6NCh2L2bCUUiIqq+WCKJiIiIyPDpt/4GGRTe6a4b4bm70cV8gNhhUClSMi/Bwfo5scPQKDs+G+jmCMuGFnrf9ubNP6JduxeUzwcM6A8HBwekpKToPRYx+Pv7o3Xr1mjXrh3atWsHT09P5ObmlvqaRYsWITo6Gv7+/jh48CBsbGwAAMuXL8e0adMwduxYREREKPunpKTgwYMHpa7TysoKDRo0UD7v2bMnevbsqXzet29fdOrUCZ9//jkGDODvDRERVU9SayYYiIiIiAwdEwxEZBR39WubIScZsm7mAAAsPS2KxpnJ9bftn3/+BV9//QUsLIqSGyYmJvDza48DB/7QXxAimjlzZoX65+XlYfXq1QCANWvWKJMLADB16lQEBwcjMjISp0+fhq+vLwBg69ateP/990tdb0BAgEpSQp0BAwbg008/rVC8RERExkTCORiIiIiIDB5LJFVzgiDetmviRWsyLob6HbVKb4TCzEJIzaWwqG+u122npaWVKJPUsWMHvcZgTKKiopCamorGjRvDx8enxPIhQ4YAAPbu3atsGz9+PARBKPVRVnKBiIioJpAVn4OBIxiIiIiIDBJHMFRzaQ9yUGhfMstQE8ojGfId6mQ4DPJ7IkiQdSMbtq1sYNXYEjmJpZfo0bZjx6LQqVNH5fMuXTrrdfvFCShPllRAXl4eWrZsqXbphQsXtBtUMefOnQMAtG3bVu1yRXtcXJxWtysIAnbt2qU2qUGkbXZ2djAx4SkjEemfhHMwEBERERk8jmDQg1OnTuHNN99EkyZNIJFIMGfOnBJ9fvvtN/Tp0weurq6wt7fHyy+/jGPHjokQLWlDTUjgVCcpmZcMbjRD9o3/yiQ10u9EzwAQHh6h8vzFF9vB3t5erzE0bdoUAJCddw8pmReVn1HJx0UUFGZAEGm41q1btwAA7u7uapcr2hMTE6u0nSFDhuCLL77AgQMHsHv3bvTv3x9///232uMJ1UydO3eGRCJR+7h//77Y4RERVQoneSYiIiIyfLwdTQ+ioqIQHR2Njh07Ijk5WW2fFStWoGnTpsoa3ps2bUK3bt1w4sQJeHt76zlioprJkEYzZN3IBgBRJno+diwKOTk5KvMw9OjRHSEhO/QWQ/PmzTFu3Dhs2LABgABAoqFn0QQVf/zxB1555RV9haeUkZEBoGhSZnWs/yvtkJ6eXqXteHl5Yf369bhz5w4AwMfHB/v27cOrr75apfVS9fHdd98hLS1NpW3SpEnIz8+Hq6urSFEREVWNlHMwEBERERk8Jhj04IMPPsBHH30EAPD09FTbZ+/evXByclI+7969O1q1aoU1a9Zg7dq1ld62laMZpFIJ5AX6vbvX0O4Gryk4cqLqFN9dsRMNihEM5q5mkFpIIc/R30zP2dnZiIz8Ez17Pr1gP2BAf70mGABg4cKF/yUY5ChKMDybZBAACHjllVdESS7o0+eff47PP/9c7DDIgLVo0ULl+ZMnTxAXF4cFCxZUed1ZWVkoLCyETCar8rqIiCpCyjkYiIiIiAweSyTpgVRa9m4unlxQvOb555/HzZs3q7RtUwspJM9sviZdhGaigyqreBkeMbZdmF6I/Ef5kEglsGig34meAWD37r0qz/v16wNzc/3G4ebmhrlz5/737NkkqQDF6IUvv/xSn2GpsLGxAVB0AVadzP/utrS1tdVbTEQAsGvXLuTn52P48OFVXldBQYFoZciIqGZjiSQi3crOzsa8efPg5eUFCwsLuLm5YezYsbh7967YoRERkRGpVgmG06dPY+nSpRg0aBDc3d2VtYfLYogH1cLCQpw8eRJNmjQRLQYyPEfvF4gdQo0kVrIhO/G/eRg89F8mKTR0N+Typ6Mm7O3t8eqrvfUex8cff/zf/8mhmmQoGr0QGBiI1q1b6z0uhQYNGgCAsnTRsxTtHh4eeouJdMtYzjW2bdsGX19fNG7cWCfrJyLSB6lV8REMLJFEpE05OTno2rUrgoKCkJGRgQEDBqB+/frYtGkTfHx8cOPGDbFDJCIiI1GtEgxBQUGYNWsWdu3aVe4/2A31oLp69WrcunULEyZMEGX7VcFRA8aFn1fFPDvJsC7WrZBzKxcARBnBcP/+ffz5518qbW+9NUbvcdja2uK7777775lQ7L9FyY+goCC9x1ScYo6c2NhYtcsV7WImQUi7jOFcIzk5GUePHtXK6AUiIjGpzsHAEQxE2rRo0SJER0fD398fV69exbZt2xATE4Ovv/4aSUlJGDt2rNghEhGRkahWczD4+/ujdevWaNeuHdq1awdPT0/k5uaW+priB9WDBw8qy10sX74c06ZNw9ixYxEREaHsn5KSggcPHpS6TisrK+VdrZURExODTz75BHPmzEGrVq0qvR51alJ5JCJ9KJ4QqMq8DeqSFdm3ikYwWDTQ/wgGAPjxx5/RuXOA8nnv3r1gbW2tLPujL2+//fZ/yVbFXAxFiYbZs2fD3d1dr7E8q0OHDrC3t0d8fDzOnj2LNm3aqCwPCQkBAPTr10+E6EgXjOFcY8eOHSgoKMCwYcMq9uaIiAwM52Ag0o28vDysXr0aALBmzRrluQkATJ06FcHBwYiMjMTp06fh6+srVphERGQkqlWCYebMmRXqX5mD6tatW/H++++Xut6AgACVCwUVkZCQgAEDBqBfv36YP39+pdZBROLQVrJBIed20UVLczezovFm+pvnGQCwfXsI1q79HiYmRYcKExMTtG3rg7/+OqbXOExNTREaGoqBAweieKmkiv7m64KZmRkmTZqExYsXY+LEiTh48CCs/7sYsnz5csTFxSEgIIB/mFUjxnCu8dtvv8HPz4+luYjI6Emtn45gELKyIMjlkJRjfjsiKl1UVBRSU1PRuHFj+Pj4lFg+ZMgQxMXFYe/evTyPJSKiMlWrBENFVeagOn78eIwfP14n8aSkpKBPnz7w9PREcHBwuWo6l4fM7Ol6zART5f/L5XIUFBQ+XWZmCk0EQUB+fkG5+prmmSI/P79YXzON70UQBOTl5VWqr6mpaakTaBe/o9TU1KTU/ZmX9zReExNZqestb1+ZmQSFeU9rxktNJCUm3IZpsZjyn/aVSyWAVFKij+KzLMwXlNVipDIJJLKi/y/++SpXm58PxdycMpkUMplMZbl5wdPyO3l5ecqJPGUymfLCsjoV6Zufn6+s51+RvlKpFKammr9rBQUFKCwsrHBfiUQCMzOzCve1t2pWom9hYSEKC+X/9UWpMZTWt7aZagkduVyOguwCyHMBqbkUtvVtkPcgH+oUFhaioODpv8/SJmOWy+Uq/z5L65ubm4t//rmANm2KygAVFBTA398PJ06cLHO92ta/f////q/oO7dq1SrY2dlpfTthYWEqZZcUvzl+fn7Ktrlz56JPnz7K53PmzMHhw4dx/PhxNG3aFJ06dUJiYiJiYmLg4uKCjRs3aj1OMh76Ptd4+PAhIiMj8dVXX1UpbiIiQ1C8RBIACNnZkBQb1UBElXPu3DkAQNu2bdUuV7THxcXpLSYiIjJeNTrBYEgH1by8PAwaNAhZWVk4evQoLC0ty/3ali1bqm2/fPkypFIpoupuVH7SZsU+8ZycPKSlpSqfuzo4a7wIn5ubj7TUFOXzuvZOGi+sO5ra4t9//1U+r1XLWeMF5fz8fDx8+PDpax2dNF6gLSgoUCkZ4ehYS+NFYrlcjnv37kEqMUda1lU4OTvAzFz9egVBQHJK8tN4nexhZqH54nNyStLTGGrZwcxS/QXaaGxCWnKO8uK+pb0pzKxUL+5HP90sCpJzsTKh6KJ2vpUZCs3V7LP/mtIf50JeWLRiC1sTmP/X10zNS1L+fYKC/5JDtnZWsHzmjzIXa0fl/z98+K/yIrGlpSUcHOzVvjcASEpKUiZxLCws4OjooLFvcnIycnKKLtSam5ujVi1HjX0fPXqE7GxFX0s4OWnu+/jxE2RlFcVgZmYBZ2fNfZ88SUFmpqKvOVxcNPdNSUlFRkb6f32ti/X9t0Tf9PRMpP83ZN/E1AS1HTSvNyMjC4WZRf9upDIJzBw0X9zPzMxGWloGMj8BpBIpXKycABdNfTPx5MkTAEUJkdLeW1ZWNh4/fqR87uJSV2PfnJwcvPpqb9ja2iIrKwuCIGhcf25uLpKSnv7buHXrlsb1VoZEIkF0dLTyQv97772n1fUrJCUlISYmpkR78bbi7xMo+v6Hh4djyZIl2LJlC0JDQ1GrVi0EBgYiKChI9DJOJC59n2uEhIRALpdj6NChFXpdWecSivlGiIj0ShCQe/PpPDVmvr6QPHOzTE0SHx9f6s0sROWlOFfXdJ6qaE9MTCzX+ko7jzA1NdW4nIiI9EeX5xE1OsGg7YOqJklJSYiMjAQAZGVl4fLlywgJCYG1tTV69+4NAJgwYQIiIyOxbt063Lx5Ezdv3gRQdDFW3R2P5SGRSGBhYaHxLl87O6B2bedyr8/FxanU5XK5HI8ePYKTkxOcncu/Xienp+stvg51CYxatWpp3Oaz/R0cHFT62NjYqF2nXC5HnnNeiXVoWreNjU2J9mf7xsfHAwAaezUu935AsY9Jc3rjv65qPlJN8VbkLm91701zDHZlfl7lWe+z6yger7r1F29T9FX3GSs/g8aNK7wfKty3nuZ4K7pexTrq1HGBq2udcvXPzc1F8+bNNX4Gz+6zunXraFyu7rte3s8FKPr3fOfOHWWZIG1q3749UlNTYWpqqrODYmBgIAIDAyv8OktLSyxcuBALFy7UflBk1PR1rqGwbds2dOzYEfXq1dPK+hT/tqmkZ48zpIr7RzPum9Kp7B+JBOZNmogckeHIz89XGbVKVFkZGRkAiuZ0UkdxLp+enl6l7eh6lDMREZWfLs8janSCQV8H1QsXLqjcSbhjxw7s2LEDHh4eSEhIAAAcPnwYcrkc48aNU3lt8T6lrd8QJCQkoGHDhjhx4gQ8PT31so7y9C+rj6blFWl/tk1xh4Y+PxtD3f9l9avosvK28TMofx9d/BvQFV2URSLSJX2dawDAvXv3cOzYMaxatarCr9X0WynGb6mx4L4pHfePZtw3peP+0Yx3gZOh4nkEEZHh0+V5RI1OMOhL586dlbXqNSkriUBERERUGjc3N444ICIiojLZ2NgAKKqwoE5mZiYAwNbWVm8xERGR8Sq9Bko1x4MqERER6RLPNYiIiMjQNGjQAABw584dtcsV7R4eHnqLiYiIjFeNTjDwoKpdDg4OmD9/vnLuA32sozz9y+qjaXlF2rXx3qvKUPd/Wf0qusxQ97+24uC/AaLqhecaREREZGi8vb0BALGxsWqXK9pbt26tt5iIiMh4SYSyavcYMQsLC+Tm5mosTxQeHo6uXbuicePGuH79eonlQUFBmDdvHubPn48FCxboOFqqTlhrUnz8DIhIH6r7uQZ/SzXjvikd949m3Del4/7RjPuGtCUvLw+1a9dGamoqzpw5gzZt2qgs9/b2RlxcHE6dOgVfX99Kb4ffWSIiw6HL3+QaPYKhQ4cOsLe3R3x8PM6ePVtieUhICACgX79+eo6MiIiIqgOeaxAREZGhMTMzw6RJkwAAEydOVJZsBIDly5cjLi4OAQEBVUouEBFRzVGjRzAAwJw5c7B48WK89NJLOHjwIKytrQEUHVSnTZuGgIAARERE6CliIiIiMiY81yAiIiJjlJOTg86dOyMmJgaurq7o1KkTEhMTERMTAxcXF0RHR6NRo0Zih0lEREagWiUYwsLCEBQUpHx+4sQJCIKA9u3bK9vmzp2LPn36KJ/zoEpERETlxXMNIiIiqi6ys7OxZMkSbNmyBbdv30atWrXQq1cvBAUFwd3dXezwiIjISFSrBMPmzZvx1ltvldpn06ZNCAwMVGnjQZWIiIjKg+caRERERERERE9VqwQDERERERERERERERHpR42e5JmIiIiIiIiIiIiIiCqHCQYiIiIiIiIiIiIiIqowJhiIiIiIiIiIiIiIiKjCmGAgIiIiIiIiIiIiIqIKY4KBSGSnTp3Cm2++iSZNmkAikWDOnDlih1Sj/Pbbb+jTpw9cXV1hb2+Pl19+GceOHRM7LCIio1SeYxp/d1UFBwejdevWsLa2hqenJ2bMmIGsrCyxwzI458+fh4mJCdzd3cUORe/Onj2LTp06wdLSEg0bNsTq1avFDsng1OTvR2n4+0JiyM7Oxrx58+Dl5QULCwu4ublh7NixuHv3rtihERHVOKdPn8bSpUsxaNAguLu7QyKRQCKRaH07JlpfIxFVSFRUFKKjo9GxY0ckJyeLHU6Ns2LFCjRt2hRr1qyBjY0NNm3ahG7duuHEiRPw9vYWOzwiIqNSnmMaf3ef2rlzJwIDAzFjxgz07NkTly9fxqxZs5CamooffvhB7PAMyuTJk+Hk5CR2GHqXlJSEHj164MUXX8S+ffsQGxuLyZMnw97eHqNHjxY7PINRU78fpeHvC4khJycHXbt2RXR0NFxdXTFgwAAkJCRg06ZN2LdvH6Kjo9GoUSOxwyQiqjGCgoKwe/dunW9HIgiCoPOtEJFGcrkcUmnRYCJPT0+MGjUKixYtEjmqmuPRo0cqf5DK5XK0atUKHTp0wNq1a0WMjIjI+JTnmMbf3aeGDx+Oe/fu4a+//lK2LViwAKtWrcKjR49EjMywhIaGYsqUKRgxYgR++ukn3LlzR+yQ9CYoKAirVq1CQkICrKysAAATJkzA4cOHcfXqVZGjMww1+ftRGv6+kBjmzJmDxYsXw9/fHwcPHoSNjQ0AYPny5Zg2bRoCAgIQEREhbpBERDXIsmXLkJmZiXbt2qFdu3bw9PREbm4utJ0OYIkkIpEpLsSQOJ69200qleL555/HzZs3RYqIiMh4leeYxt/dpwoKCmBnZ6fSZm9vD7lcLlJEhicvLw/Tp0/H0qVLYW5uLnY4evfHH3/g1VdfVSYXAGDo0KG4du0abty4IWJkhqGmfz9Kw98X0re8vDxlCTfFKEWFqVOnonXr1oiMjMTp06fFCpGIqMaZOXMmFi5ciH79+qFu3bo62w6vbBKVorK1ylh3UjvE2P+FhYU4efIkmjRpoo23QESkE9Xp+KSP311D3V9jxozB4cOHsXPnTqSnp+PUqVNYtWoV3n//fa2sv7wMdf8ARSW1XFxcMHz4cK2tU1v0sd+uXr2K5s2bq7Qpnl+5ckU7b0QH9PWdMuTvR2n0sX8M5feFao6oqCikpqaicePG8PHxKbF8yJAhAIC9e/fqOzQiItI1gYg0GjBggACgxKM02dnZgp+fnwBAcHV1FYYNGya8+OKLAgDBxcVFiI+P1/haDw8P4dNPP9X22zBa+t7/giAIK1asEGQymRAXF6fNt0JEpFVi/D5WVHmPafr43TXk/bVhwwbB1NRUGdOoUaMEuVyulXWXl6HunwcPHgh2dnbC8ePHBUEQhPnz5wv16tWr8nq1RR/7zcTERPj+++9LrAOA8Msvv2j9PWmLPvaNoX8/SqOvf3OG8PtCNcc333wjABCGDh2qdvm+ffsEAMJrr72m58iIiEjB3Ny8zHOOyuAkz0Sl8Pf3R+vWrUvUKivNokWLEB0drbHu5NixY1l3spz0vf9jYmLwySefYM6cOWjVqpW23w4Rkdbo4/cxJSUFDx48KHWdVlZWaNCgQaXfh75+dw11fx05cgSTJ0/G7Nmz0aVLF1y7dg2zZ8/GjBkz8OWXX1b+DVeQoe6f2bNno1evXvD396/8m9Mhnidqpo99Y+jfj9LoY/8Yyu8L1Ry3bt0CALi7u6tdrmhPTEzUW0xERKQnWk9ZEFVjZWX6cnNzBXt7ewGAEBsbW2J569atBQDCqVOn1L6eIxhKp8v9f/PmTaFOnTrC0KFDeWcXERkdXfw+fv/992rvsC3+CAgI0LjNso5pYv7uGsr+8vb2FsaNG6fStmXLFkEmkwn37t2r2pusAkPYP+fPnxfMzMyE2NhY4cmTJ8KTJ0+EmTNnCm5ubsKTJ0+E3Nxcrb5nbdDFfnNxcRGWLl2q0u/+/fsCAOH333/XXvA6pu19Y4zfj9Lo4rtjqL8vVH298847AgCNx/5r164JAISmTZvqOTIiIlLQ1QgGzsFApEWsOymuyu7/lJQU9OnTB56enggODi5XDVwiImNSmd/H8ePHQxCEUh+VvdPa0H939bW/rl69Cm9vb5U2b29vFBYWIiEhQevvS1v0sX+uX7+OvLw8tG3bFo6OjnB0dMSyZctw7949ODo6YuPGjTp/n9pWmf3m5eWFy5cvq/RTPG/WrJkOo9Wviu6b6vj9KE1lvjvG+vtCRERExoclkoi06Ny5cwCAtm3bql2uaI+Li9NbTDVJZfZ/Xl4eBg0ahKysLBw9ehSWlpa6D5SISM8M6fhkDL+7+tpf9evXx5kzZ1TaYmNjAQAeHh5VWrcu6WP/dOzYEeHh4SptmzdvRlhYGLZv3w4vL69Kr1ssldlvPXv2xOrVq5Gdna38txISEoKmTZuiUaNGOo5Yfyq6b6rj96M0lfnuGOvvCxkvRdmurKwstcszMzMBALa2tnqLiYiI9IMJBiItqkzdyaSkJERGRgIoOhm7fPkyQkJCYG1tjd69e+s44uqlMvt/woQJiIyMxLp163Dz5k3cvHkTAGBubq72DjEiImOkr7rI5TmmGcPvrr7217vvvouZM2fCzc0NXbt2xdWrVzFnzhz0798fbm5uVVq3Lulj/zg7O6Nz584qbRERETA3Ny/Rbiwqs9/Gjx+Pb7/9FsOGDcPkyZNx5swZ/PDDD9XuDv2K7pvq+P0oTWW+O8b6+0LGSzGHzp07d9QuV7QzwUVEVP0wwUCkRRkZGQCKJilUx9raGgCQnp6ubLtw4QKGDh2qfL5jxw7s2LEDHh4eHL5cQZXZ/4cPH4ZcLse4ceNU+nL/E1F1Upnfx8oozzHNGH539bW/Jk+eDKlUinXr1mH58uWoU6cOXn/9dQQFBVVpvbqmr/1T3VRmv7m4uODQoUOYNGkS+vTpgzp16mD58uUYPXq07gPWI36nSleZ/WOsvy9kvBQluRQjZZ6laG/durXeYiIiIv1ggoFIZJ07d4YgCGKHUWMZysUsIqLqoDzHNP7uPiWTyTBlyhRMmTJF7FCMwoIFC7BgwQKxw9C7Nm3a4NixY2KHYfBq6vdDE/6+kL516NAB9vb2iI+Px9mzZ9GmTRuV5SEhIQCAfv36iRAdERHpEid5JtIi1p0UF/c/EZF6/H2sGO6v0nH/VA73m2bcN6Xj/iFjYGZmhkmTJgEAJk6cqPxeAsDy5csRFxeHgIAA+Pr6ihUiERHpCEcwEGkR606Ki/ufiEg9/j5WDPdX6bh/Kof7TTPum9Jx/5CxmDNnDg4fPozjx4+jadOm6NSpExITExETEwMXF5dqN38MEZGhCwsLUymPmJeXBwDw8/NTts2dOxd9+vSp0naYYCDSItadFBf3PxGRevx9rBjur9Jx/1QO95tm3Del4/4hY2FhYYHw8HAsWbIEW7ZsQWhoKGrVqoXAwEAEBQVpnKiciIh0IykpCTExMSXai7clJSVVeTsSgcXficrNwsICubm5GutL5+XloXbt2khNTcWZM2dK1J309vZGXFwcTp06xaGhlcD9T0SkHn8fK4b7q3TcP5XD/aYZ903puH+IiIjImHEOBiItYt1JcXH/ExGpx9/HiuH+Kh33T+Vwv2nGfVM67h8iIiIyZBzBQFSKZ2uVnThxAoIgoH379sq2Z2uV5eTkoHPnzoiJiYGrq2uJupPR0dFo1KiRXt+HseL+JyJSj7+PFcP9VTrun8rhftOM+6Z03D9ERERUrQhEpNGmTZsEAKU+Nm3aVOJ1WVlZwty5c4XGjRsLZmZmQt26dYXAwEDh9u3b+n8TRoz7n4hIPf4+Vgz3V+m4fyqH+00z7pvScf8QERFRdcIRDEREREREREREREREVGGcg4GIiIiIiIiIiIiIiCqMCQYiIiIiIiIiIiIiIqowJhiIiIiIiIiIiIiIiKjCmGAgIiIiIiIiIiIiIqIKY4KBiIiIiIiIiIiIiIgqjAkGIiIiIiIiIiIiIiKqMCYYiIiIiIiIiIiIiIiowphgICIiIiIiIiIiIiKiCmOCgYiIiIiIiIiIiLRCIpFU6OHp6QkA6Ny5MyQSCRISEkSNvyI2b96s8l5sbGzEDklFSkpKif0dEREhdlhUzZiIHQARERERERERERFVD2PGjCnRduzYMcTHx8Pb2xtt2rRRWebs7KynyHRH8b4sLCzEDkWFmZmZ8vNQfAZE2sYEAxEREREREREREWnF5s2bS7QFBgYiPj4eAwcOxIIFC9S+7scff0RWVhbq1aun2wB1oLT3JSYrKyvl56H4DIi0jQkGIiIiIiIiIiIiElWDBg3EDoGIKoFzMBAREREREREREZGoNM3BoJinoaCgAEFBQWjSpAksLS3x3HPPYdOmTcp+R48eRZcuXWBnZwdHR0e8+eabePTokdptFRQU4Pvvv4e/vz/s7OxgaWmJNm3aYMWKFSgoKNDK+zl16hQkEgleeukljX0+//xzSCQSzJ8/X9lWfD9s2bIFfn5+sLW1hYODg7LPP//8g1GjRqFRo0awsLCAi4sL2rRpg8mTJ+P+/ftaiZ+ovJhgoEp7dpIYU1NTODs7o1WrVggMDMSOHTtK/VEuPpEPVV5mZiY+/PBD1K9fHyYmJpBIJAY5LK8mqegkTydOnFD2XbhwYal9PT09y5yUSbH9zp07q7SHhoaW+HdLRESG59nfaqlUCgcHB3Tq1Anr16+HIAhih6g8HlXFggULIJFI1JZRoKp59jsUEhJS5XXyPIKIiMQ2bNgwfP3112jVqhVefvll3Lx5E2PHjsWmTZsQEhKCnj17oqCgAD179oS1tTV++uknDBw4sMS5U3Z2Nl555RVMmDABV69ehZ+fH3r06IH79+9jypQpGDx4MORyeZXjfeGFF9C2bVv8/fffuHDhQonlgiBgw4YNkEqlGDduXInlS5YswejRo2FmZoa+ffvi+eefBwCcPn0a7dq1wy+//AJbW1sMGDAAfn5+yM/Px8qVK3HlypUqx05UESyRRFWmmCxGLpcjNTUVV69exY8//ojg4GA0adIEv/zyC1588UWtb3fz5s146623MH/+/Bp9QX3WrFlYtWoVmjRpgmHDhsHMzKzEhEnVnaF+F8o7ydNPP/2k/P9ffvkF8+bN00k8DRo0UP57DQkJQWZmpk62Q0RE2qH4zS4sLER8fDyioqJw7NgxHDlyBL/++qvOtpuQkICGDRsiICCg1IQ2GTZra2sMGTIEALRyUw/PI4iISEyJiYmwtbXFtWvX4OLiAgAIDw9H165d8emnnyIvLw+hoaHo06cPACAtLQ0vvfQSjh07hoiICHTp0kW5runTpyM8PBzDhw/HDz/8AHt7ewBAeno6RowYgT179mDt2rUYP358leMeP3483n33Xaxbtw4rVqxQWXbkyBHcuHEDvXv3Vlse6scff8TRo0cREBCg0v7tt98iJycHX331FaZNm6ay7PLly8r3Q6QvTDBQlam76yw+Ph6zZ8/Gb7/9hi5duiAqKqrERe9Lly7B1NRUP0FWY6GhobC0tMSZM2fKvFOe9Ks8kzzl5+dj69atAIC6devi6tWriImJQfv27bUeT9u2bZX/XiMiInhhgIjIwD17jnXo0CG8+uqr2Lp1K9544w307dtXnMBQ9Adxfn6+aNunsjk7O2t1dAjPI4iISGwrVqxQJhcAoEuXLvDx8cGZM2cwatQoZXIBAOzs7PDuu+/io48+QmRkpDLB8O+//2LdunWoX78+Nm3aBEtLS+VrbG1tsWHDBnh4eOD777/XSoLh9ddfx/Tp0/HTTz9h2bJlMDc3Vy5bv349AOCdd95R+9px48aVSC4AQFJSEgCge/fuJZY1b968yjETVRRLJJFONG7cGNu2bcO4ceOQlZWFsWPHlujTvHlzNG7cWIToqpc7d+6gdu3aTC4YqQMHDiA5ORkdOnTAhAkTAKiOaCAiIlLo0aMHRo8eDaDoBgMxNW7cmH/AEhERkd6YmpqWKAMMAI0aNQIAvPLKKxqXFZ+TICIiAvn5+ejVq5dKckGhbt26aNq0Kc6fP4/s7Owqx21tbY1Ro0bh8ePH2LFjh7I9OTkZu3btQt26ddGvXz+1r+3fv7/adl9fXwDAxIkTERERobU5I4gqiwkG0qmvv/4a1tbWOHPmDI4dO6ayTNMcDMePH8fAgQPh4eEBc3Nz1K1bFy+++CI++eQTZGRkACia8Oatt94CAHz22WcqtWAVd1YJgoBff/0VI0aMgJeXF6ytrWFra4sXX3wR3333ndp6esVrAZ8/fx79+/eHo6MjrK2tERAQgOPHj2t8rzExMRgxYgTq1asHc3NzuLq6olu3bli3bl2JvllZWViyZAl8fHxgY2MDGxsb+Pn5ITg4uLy7VjnpjyAISExMVFsPV7GP8/LysHDhQjRv3hzm5uYYOHCgss/t27fx3nvvKfd37dq1MWjQIJw8ebLENhMSEpS1/TMzMzF16lTUr18flpaWaNu2Lfbu3avsu337drRv3x7W1taoU6cOPvzwwwofnA3lu3DixAn07dsXTk5OkEgkOHv2bIXeR2l+/vlnAMCoUaMwatQoAMC2bdt4VygREanl4+MDoOj4DQApKSlYtWoVevbsqTxeOjk5oVevXjh06JDadZQ2ceCCBQvQsGFDAEBkZKTKcTUwMFC5jtLmYLh9+zY+/PBDeHl5wdLSErVq1cILL7yAzz77DGlpaeV6n9qaeDEiIkIZ+7///otx48ahbt26sLa2RseOHVXO7f73v/+hdevWsLS0RP369bFgwQK15wh//fUXJk2ahNatW8PR0RGWlpZo3rw5PvnkE6SkpKiNozznNAq///47evTooTyndHNzQ8eOHfHZZ5+V+32XR0JCAl5//XW4uLjA2toaL7zwArZu3apyvkdERGQo6tatC5lMVqJdcbNlvXr1NC7Lzc1VtikmkF63bl2JuYUUjwsXLkAQBDx+/FgrsStGQhS/PvTjjz8iLy8Pb731FkxM1BeYUVc2CQA+/vhjdO7cGVFRUejSpQscHR3xyiuvYOXKlUhNTdVKzEQVwRJJpFP29vbo3bs3QkJCEB4ejo4dO5baf+/evcoJeF588UW89NJLSElJwbVr17Bs2TKMHz8eNjY26NWrFwoKChAVFaWsc6/QpEkTAEUHkNdffx1OTk5o0aIF2rZti0ePHuH48eOYOHEiTpw4oXHY+KlTpzBx4kQ0btwYPXv2xOXLl/Hnn3+iW7duOHnypHJiHYWVK1di6tSpkMvl8PX1xcsvv4zk5GTExcXh448/Vhnu9u+//6JHjx6Ii4tD3bp1ERAQAEEQcPz4cQQGBuLUqVNYtWpVmfu2V69e8PT0RHBwsEqN3WfJ5XIMHDgQf/75JwICAtC6dWs4OTkBAM6fP4+uXbsiOTkZzZo1w6BBg3Dr1i3s2rULe/fuxZYtWzB06NAS68zLy0O3bt1w8+ZN5Xv9888/8dprr+HAgQM4f/48ZsyYgYCAAPTs2RN//vknVq1ahUePHuGXX34p870BhvNd+PPPP/Huu+/Cy8sLr7zyCu7duwepVDu52dTUVOzZswdmZmYYNmwYatWqhZdeegnHjx/HgQMHNN7FQERENVd6ejoAKIfXR0dH48MPP4SnpyeaNWsGf39/3Lp1CwcPHsTBgwexfv16tSNJgaKJA9evX48OHTqgb9++uH37Ntq0aYPBgwdjx44dqFOnDnr16qXsX9Z5HFB08b1///5ISUmBp6cn+vXrh+zsbFy+fBkLFizAgAEDypwrKjs7G3369EF4eDhq1aoFPz8/WFhYICYmBlOmTEF4eDh27dpVoePxkydP4O/vj8LCQnTu3BkJCQmIiopCjx49cOLECaxduxbr1q1Dly5d4OHhgcjISHz22WfIz8/H4sWLVdb18ccf49y5c2jdujW6deuGnJwcxMbGYtmyZdi3bx+io6NVRpaW95wGANasWYNJkyZBJpOhQ4cOCAgIQHJyMi5duoQFCxZg/vz55X7Ppbl+/TpeeuklJCUloUmTJujevTvu3buH119/HR9++KFWtkFERKRNZR33y3teoLh5oE2bNvD29i61b/FyRlXRqlUrvPTSS4iIiMC1a9fQtGlTbNiwARKJBG+//bbG12maz9HOzg5Hjx5FVFQU9u7di4iICBw9ehSHDh3CkiVL8Ndff6Fp06ZaiZ2oXASiSgIglOcrtGjRIgGAMHLkyBKv9/DwUGl7+eWXBQBCSEhIifWcOHFCSEtLUz7ftGmTAECYP3++2u3m5+cLu3btEvLy8lTa//33X+GFF14QAAiRkZEqy+bPn698XytXrlRZNnnyZAGAMHr0aJX2yMhIQSKRCLa2tsLhw4dLxBAWFqbS9uqrrwoAhI8++kjIyclRtj948EAZ1/79+9W+J3XU7cfiywAITZo0Ee7cuaOyTC6XC61atRIACDNmzBDkcrlyWUhIiCCVSgUbGxvh3r17yvabN28q19m1a1chIyNDuUzxeTRp0kRwdHQUTp48qVx29+5doXbt2gIAIT4+vlzvy5C+C8uWLStXzOWNR2H9+vUCAGHAgAHKtu+++04AIAwdOlTtazw8PAQAQnh4eJnbDwgI0NhHsR4iIjI8ms6x5HK54O/vLwAQPv30U0EQBOHGjRvC33//XaJvbGys4ODgINjZ2Qnp6ekqywICAgQAgoWFhRAREVHitYrjfUWPI48ePRJcXFwEAMKXX34pFBYWqiw/fvy48PDhQ+VzxbF206ZNKv0mTJggABCGDx8upKSkKNvT0tKU51Hff/+9xtiKCw8PV+7PUaNGqZwLKLbfokULwc3NTbh+/bpy2YULFwQzMzPBysqqxP77/fffVeISBEHIyckR3n33XQGA8Nlnn6ksq8g5TYMGDQSJRKJyHiUIRZ99acf+Z5V2figIgtCtWzcBgDB+/HihoKBA2X7gwAHB1NSU5xFERKR1Y8aMKfPvZMU5ys2bN1XaSzuuKdar7jipOA8YM2aMsu2nn34SAAiTJk2q+JtQo7x////444/K6y/Hjh0TAAjdu3dX21fTfijNw4cPhZEjR5Z6PaG0fUVUFSyRRDrn7OwMoOjOsbKUNlFNu3btYGtrW+7tmpiYYODAgSUmknZxccGSJUsAALt371b72g4dOpS4e2vOnDkAiu5oL27p0qUQBAGffvopunXrViKGV199Vfn87Nmz+P3339GuXTssX75cJRtep04drF27FgDw/fffl/t9lseSJUtKDBeMiIjA+fPn0aBBAyxatEilzMHgwYMxcOBAZGRkYOPGjSXWJ5VK8f3338Pa2lrZ9uabb8LZ2RnXr1/HxIkT8cILLyiXubm54Y033gBQcv9pYijfhVatWuHjjz8u97YqQjHXgqI0EgAMGzYMpqam2Lt3L4c2EhERAKCwsBDXrl3D2LFj8ffff8Pc3FxZHrBhw4bw8/Mr8RofHx9MnDgRaWlpCA8PV7teTRMHVtb69euRlJSEXr16Yfr06SXuJPT390ft2rVLXcezEy/a29srlykmXjQzM6vwuZKdnR2+/fZblXOBKVOmQCKR4OLFi1i4cKHK3GAtWrRAnz59kJWVhVOnTqmsq3fv3ipxAUV3OK5YsQImJiYlzikqck6TlJQEBwcHlfMoAFotWXT9+nUcOXIEDg4O+PLLL1XKTfTs2RPDhg3TynaIiIgMUZcuXSCTybBv3z69liYeOnQonJycsHnzZnz33XcANE/uXBm1a9fGggULAAD//POP1tZLVB4skUQ6JwgCAGis01ucr68vLl26hNGjR2Pu3Lnw9fWtcjmas2fP4uDBg0hMTERWVhYEQVCWF7h27Zra16ibHMjJyQm1atVSmRyooKAAERERAIB33323zFgOHjwIABg4cKDa96WYk+HEiRNlrqu8JBKJ2lI7f/31F4CnF7SfNXr0aOzcuVPZrzhPT094eXmptEmlUnh4eCA5ObnckyuVxlC+C3379i3Xd7eibt26hT///BMODg4qn4+TkxNeffVV7N69G9u3by91uCQREVVv6o4/tra2CA4OVrkYXlhYiCNHjuD48eO4f/++ss6w4tim6RinaeLAyjp8+DAA4L333qv0Oio68aK6Puq88MILcHR0VGmzt7dHrVq18OjRowqfu9y9exd79+7F5cuXkZaWpiy3YGZmVmJ/V+ScxtfXF8eOHcO4ceMwdepUtGzZslzvryKioqIAFJXbLF7KSWH48OHlLmlJRERkbOrVq4exY8di3bp1GDlyJNasWYM6deqo9Ll+/TrOnTuHwYMHa227FhYWGDNmDJYvX44tW7bAxcVFZX7Mivjf//6Hnj17KufNUvj9998BAPXr169quEQVwgQD6VxycjIAoFatWmX2/fzzz3H+/Hns3bsXe/fuhaOjIzp27Ij+/ftj1KhRGuvPqZOXl4fAwED8+uuvGvsoLi4/y93dXW27ra2tyiQ/jx49QnZ2NmrVqlXij1Z1FJMJffrpp/j000819svJySlzXeVVu3ZttXUD7927BwBqJ9ou3n737t0Sy9RNngRUfHKl0hjKd0HTpEpV9csvv0AQBAwZMqTE5zNq1Cjs3r0bP//8c4kEQ3mSHRVJ6hERkeEaM2YMgKIkvp2dHVq1aoVBgwapnHPcuXMHffv2xblz5zSuR1/HOMXE08WTHxVVfOLF4hMhqvP48WON5yTPKu3c5dGjRxU6d1m+fDk++eSTct/1WJFzmjVr1mDgwIHYuHEjNm7ciDp16iAgIACDBg3CkCFD1E5uWVGKhImmiw+6OvchIiIyFCtXrkRCQgJ27NiBAwcOoE2bNmjQoAEyMzNx8eJFXL9+HQMGDNBqggEougnjm2++gSAIGDNmDMzMzCq1nv/97394//330aJFCzz33HMwMTHB5cuXce7cOVhYWGDevHlajZuoLEwwkM6dOXMGQNFQ87LUr18fp06dwtGjR7Fv3z5ERkYq/xj74osv8PfffysnKC7L8uXL8euvv6JVq1b44osv0LZtWzg6OsLU1BRXr15Fs2bNlBdin6WtSXyfpbi7rWPHjlX647siKnIhvrjSLk5ra3Kl0hjKd6Gy+68sivJIERERJSbNzMvLA1BUTioxMREeHh7KZVZWVgCArKwsjetWLCtewoqIiIzP5s2by+zz9ttvK++wmzFjBpo1awZbW1tIpVKsXbsW7733nt6PcVWhq4kXtXXuEh0djWnTpsHe3h4rV65E586dUbduXWUsbm5uJUY8VOScpnXr1rh48SIOHDiA33//HREREfjtt9/w22+/wd/fHxEREZW+GEFERERFLC0tsX//fvzyyy8IDg7G2bNnceLECbi4uMDDwwOjR4/GiBEjtL5dLy8vuLu74/bt21WqVhAUFITQ0FDExMTgyJEjyMvLg7u7O95++21Mnz4dzZo102LURGVjgoF0KjU1FX/88QeAojp35WFiYoJXXnlFOVQ9MTERY8eOxdGjR7Fs2TJ88cUX5VrPrl27AAC//vprieHlN27cKO9bKJWzszMsLS3x+PFjpKSkwMHBodT+ipERAwcOxLRp07QSQ2W5ubkBKNq/6ijuICzvnYG6YEzfhYo4ffo0Ll26BKBo6OX169fV9hMEAb/88gtmz56tbHN3d8fFixdLjVuxTNNIHCIiqh4yMzNx6NAh1KlTB9u2bStxd7u+j3H169fH5cuXER8fj1atWlVqHYpjV8eOHbFq1fyZwlAAAN35SURBVCpthqcVinOKxYsXK0eYKGRnZ+PBgwdqX1eRcxoLCwsMHDhQWTbhwoULeP311/H3339j/fr1mDBhQpXeg6urK4CnI06epamdiIioKjZv3lzmzROKEtTP0nSzRFnr7dy5s8bXymQyvPnmm3jzzTdLjUmb/v77b9y+fRsBAQGlJgE07QeFfv36qS2FTSQWTvJMOjVt2jRkZmaiXbt28Pf3r9Q6PDw8MHPmTACqE9Uo7t4qKChQ+zrFpNLqLrL+9ttvlYrlWTKZTDnhnmKC5tL06NEDwNM/TsXUqVMnAMD27dtRWFhYYvnPP/+s0s8QGPJ3oSIU+3b69OkQBEHtQ3FCoeir8PLLLwMAwsLC1K5bLpcrlxnSZ0dERNqXmpoKuVwOV1fXEsmF/Pz8Sp9vlHVc1UQxiXF5zok0EWvixfIq7Zxi+/btpV4AKU7TOY06LVu2xMSJE8vVtzxeeuklAMAff/yBzMzMEsvFODciIiIydqGhoQgMDMT48eM19lm8eDEAYNKkSfoKC1lZWQgMDERgYCCOHTumt+1SzcIEA+nEjRs3MHz4cGzYsAHW1tbYsGFDuV73zTffqL3zS91ENYo78K9cuaJ2XYpJiP/3v/+ptIeEhODHH38sVzzlMXPmTEgkEixevBjh4eEqywoKCpSxA0D79u3Ro0cPREVFYeLEiUhLSyuxvnPnzuHAgQNai0+Tzp07o1WrVkhISMC8efNU/iDetWsXdu7cCRsbG4wdO1bnsahjjN+F8igsLFTOBTFy5EiN/Tp16oR69erh0qVLOH36tLJ97NixsLGxwYEDB/DDDz+UWPenn36KK1euwN3dXev1IomIyLDUrl0b9vb2+Oeff5QT9wJFx4OZM2fi6tWrlVqvs7MzTE1NER8fr/YmBE3efvttODs7Y//+/VixYkWJi+3R0dH4999/S12HYuLFhIQEjBw5Eg8fPizR5/r169ixY0e549ImxTnFhg0bVBIgFy9eVCYMnlXec5qsrCx8++23SElJUeknl8uV54bamLSxadOm6NatG548eYKZM2cqy1IBwKFDh7B169Yqb4OIiKimOXfuHIKDg0vcJHj8+HGMGzcO7du3R1hYGNq2bYtBgwbpLa68vDwEBwcjODgY8fHxetsu1TACUSUBEAAIY8aMEcaMGSOMHj1aGDBggPDcc88JEolEACA0bdpUOHnypMbXe3h4qLTZ29sLUqlU8PHxEYYNGyYMHTpU8PLyEgAItWrVEq5evarsm52dLdSuXVsAIAQEBAhvvfWWMG7cOCEqKkoQBEGIjIwUZDKZAEDw9fUVRo4cKbzwwgsCAGH69OnK1xU3f/58AYCwadMmtTF7eHgI6v7ZfPnll8r3/MILLwgjR44UevToIdSuXVuwt7dX6fvw4UPBx8dHACA4ODgInTt3Fl5//XWhT58+Qv369QUAwkcffVTqvi9rP5ZnmSAIQlxcnODk5CQAEJ577jlh5MiRQocOHQQAgomJibBt2zaV/jdv3lS73xQCAgIEAMLNmzdLLNu0aZMAQJg/f3653pehfxdKU9p7/f333wUAgpeXV5nrmTp1qtrvw86dOwVzc3MBgNCsWTNh+PDhwpAhQ4QGDRoov1fHjx8vdd2avstERCQ+xTlWeSxevFgAIMhkMqFHjx7C8OHDBU9PT8HS0lKYOHGi2uNRacdrhX79+gkAhJYtWwqjR48Wxo0bJ2zcuFG5XNNxJDw8XLC1tRUACA0bNhSGDRsm9OvXT2jSpIkAQDhz5oyyr6ZjbVZWltCjRw8BgGBtbS106NBBGDlypNC/f3/legYMGFCu/RMeHq48X1WntOOhuviSk5OFunXrqry/7t27C6ampsLQoUPVrq+85zRPnjwRAAimpqaCn5+fMGLECGHQoEHK80NPT08hOTm5XO+7rHPAq1evCi4uLsrz9ZEjRwoBAQGCVCoVJk2aJAAQevToofH1PI8gIiIqH8X1AVtbW6FPnz5CQkKC2CERaR1HMFCVKTKhv/76K/766y9lHbudO3fi0qVLeOGFF8q9rlWrVmHEiBHIysrC/v37ceDAAZiYmGDq1KmIi4tD06ZNlX0tLCwQFhaGHj164OzZs9i8eTM2bNigvFvv5ZdfxrFjx9C1a1fcuHED+/btg5mZGXbs2KEcZq4t06dPR2RkJF577TXcunULISEh+Oeff9CqVSt8/fXXKn1r166N48eP49tvv0WLFi1w5swZhISEIC4uDo0aNcKXX36J6dOnazU+TVq1aoXY2Fi88847yMjIQEhICK5cuYKBAwciKioKw4YN00sc6hjrd6EsismdSxu9oKDo8+uvv6qUqXjttdcQGxuLcePGIT8/H6GhoQgLC4OVlRU++ugjxMXFVbokGRERGZfZs2cjODgYrVu3RlRUFA4fPgxvb29ER0dX6BzsWevXr8fo0aPx6NEjbNmyBRs2bEBkZGSZr+vcuTPOnTuH8ePHQxAEhIaGIioqCvb29li4cCEaN25c5joUEy8GBwejffv2uHTpEkJCQnDq1Cm4uLjgs88+K/c8TNrm5OSEkydP4vXXX0deXh727NmDu3fvIigoSDlC8VnlPaexsbHBmjVr0K9fPyQlJWHPnj04evQoHB0d8dlnn+H06dPKyaCrqmnTpoiJicHIkSPx+PFjhIaGIi0tDcHBwcpJLbW1LSIioposMDAQgiAgLS0N+/btg4eHh9ghEWmdRBDKWSiUiIjKZfPmzXjrrbcwf/58LFiwQOxw1PL09ERiYmK5a0UTERGR8ZBIJPDw8EBCQkKFX7t06VLMmjULS5cu1Vj2iecRRERERKRgInYARETVVWhoKBISEmBhYVFi/gcxxMbG4ttvvwUAJCcnixwNERER6VJycjICAwMBFE0mWXxES05ODm7cuIEWLVqovCY8PByff/45TExMlCMZFHgeQURERETqMMFARKQj586dw7lz52BtbW0QCYZbt24hODhY7DCIiIhIDzIzM5XH/b59+6okGFJSUtCyZUs0a9YMTZs2hYWFBa5du4Zz584BAL766qsSJRx4HkFERERE6rBEEhERERERUQ2SnZ2NefPm4dChQ7h9+zbS0tLg4OCAdu3a4YMPPkDv3r3FDpGIiIiIjAQTDEREREREREREREREVGFSsQMgIiIiIiIiIiIiIiLjwwQDERERERERERERERFVGBMMRERERERERERERERUYUwwEBERERERERERERFRhTHBQEREREREREREREREFcYEAxERERERERERERERVRgTDEREREREREREREREVGFMMBARERERERERERERUYUxwUBERERERERERERERBXGBAMREREREREREREREVUYEwxERERERERERERERFRhTDAQEREREREREREREVGFMcFAREREREREREREREQVxgQDERERERERERERERFVGBMMRERERERERERERERUYUwwEBERERERERERERFRhTHBQEREREREREREREREFcYEAxERERERERERERERVRgTDEREREREREREREREVGFMMBARERERERERERERUYUxwUBERERERERERERERBXGBAMRERFRNXH+/HmYmJjA3d1d7FCIiKiGO3XqFN588000adIEEokEc+bMETskIiIi0gEmGIiIiIiqicmTJ8PJyUnsMIiIiBAVFYXo6Gh07NgR9vb2YodDREREOsIEAxEREVE1EBoaihs3bmDs2LFih0JERIQPPvgAV69exebNm+Hg4CB2OERERKQjTDAQERERGbm8vDxMnz4dS5cuhbm5udjhEBERQSrl5QYiIqKagEd8IiIiIh05ffo0li5dikGDBsHd3R0SiQQSiaTM12VnZ2PevHnw8vKChYUF3NzcMHbsWNy9e1dt/xUrVsDFxQXDhw/X9lsgIqJqSF/HJyIiIqr+TMQOgIiIiKi6CgoKwu7duyv0mpycHHTt2hXR0dFwdXXFgAEDkJCQgE2bNmHfvn2Ijo5Go0aNlP0fPnyIxYsX48CBA9oOn4iIqil9HJ+IiIioZuAIBiIiIiId8ff3x9y5c7Fnzx7cv3+/XOWLFi1ahOjoaPj7++Pq1avYtm0bYmJi8PXXXyMpKanEHAuzZ89Gr1694O/vr6u3QURE1Yw+jk9ERERUM0gEQRDEDoKIiIioJrCwsEBubi40nX7l5eWhdu3aSE1NRWxsLHx8fFSWe3t7Iy4uDqdOnYKvry/++ecf+Pr6Ijo6Gg0bNgQALF26FD/99BMuXLgAKysrmJmZ6fx9ERGRcdP28elZnp6eGDVqFBYtWqST+ImIiEg8HMFAREREZCCioqKQmpqKxo0bl7h4AwBDhgwBAOzduxcAcP36deTl5aFt27ZwdHSEo6Mjli1bhnv37sHR0REbN27Ua/xERFQ9VfT4RERERDUH52CoxurWrYvMzEw0aNBA7FCIiAjArVu3YG1tjQcPHogdChmoc+fOAQDatm2rdrmiPS4uDgDQsWNHhIeHq/TZvHkzwsLCsH37dnh5eZVruy1btlTbfvHiRQAoV+kMIiLSrdzcXABAixYt1C6/cOGCzrZd0eMTERER1RxMMFRjmZmZyMnJETsMIiL6T35+PjIzM8UOgwzYrVu3AADu7u5qlyvaExMTAQDOzs7o3LmzSp+IiAiYm5uXaCciIuNjYWEBMzMz5ObmKhMMYqjo8QkAkpKSEBkZCQDIysrC5cuXERISAmtra/Tu3VvHERMREZG+MMFQjTVo0ABpaWk4d+4cTEz4URMRiU3TXeJEChkZGQAAKysrtcutra0BAOnp6Vrdrqa7Xi0sLFBYWIiMjAyeSxARiWDfvn04deoUOnfujF69egHQ7UgFTSpzfLpw4QKGDh2qfL5jxw7s2LEDHh4eSEhI0F2wREREpFecg6Gas7a2hkwmEzsMIiIi0pMFCxbgzp07WlufVCrluQQREVVY586dIQhCiQeTC0RERNULEwzVnEwmg0QiETsMIiIiKgcbGxsARaUk1FGU2LK1tdVbTBKJhOcSREQiEQRB7BAAGObxiYiIiAwDEwxEREREBqJBgwYAoHEEgqLdw8NDbzEREZH4xE708vhEREREmjDBUM3l5eVBLpeLHQYRERGVg7e3NwAgNjZW7XJFe+vWrfUWkyAIPJcgIqrhDPH4RERERIaBCYZqLicnhxcFiIiIjESHDh1gb2+P+Ph4nD17tsTykJAQAEC/fv30FpNcLue5BBFRDWeIxyciIiIyDEwwEBGEwkKxQyAiIgBmZmaYNGkSAGDixInKmtYAsHz5csTFxSEgIAC+vr5ihUhERDUQj09ERESkiYnYARCROOSZmUjZuQtPtmxB/t27sB/0Glw++ggmjo5ih0ZEVG2EhYUhKChI+TwvLw8A4Ofnp2ybO3cu+vTpo3w+Z84cHD58GMePH0fTpk3RqVMnJCYmIiYmBi4uLti4caP+3gARGQxBEAxmwl+qOolEIuq8Cjw+ERERkbYwwUBUA+Vev47b709A/u3byraUrduQceQo6m9YDwsvLxGjIyKqPpKSkhATE1OivXhbUlKSyjILCwuEh4djyZIl2LJlC0JDQ1GrVi0EBgYiKCgI7u7uOo+biAxDYWEhHj16hPT0dOUFYKo+zMzMYGtrCycnJ8hkMr1um8cnIiIi0haJwNtgqq2WLVsiLS0NN2/ehIkJc0lUJCMqCnc/mgx5Roba5bJateD56xaYeXjoOTKi6q9ly5YAgAsXLogcCVH5WFhYoLCwENnZ2TyXINKzwsJC3Lp1Czk5OWKHQjpmYWGBBg0aqE0y7NmzB7GxsejSpQt69uwJAPxOEBERkUHhX4pENUjaoUO4O3UakJ9f1CCRwGH4MABAym/bAbkchY8f49bb78Dz1y0wcXYWMVoiIiKimuvRo0fIycmBTCZDnTp1YG1tDamUU+hVF3K5HJmZmXj48CFycnLw6NEj1K5dW2N/McspEREREZWGCQaiGiJlVyjuz5kD/Dehs8TSEvW++hK23boBAKx8fHBv5icAgPzbt3F7/PtosHkzZDbWosVMREREVFOlp6cDAOrUqQN7e3uRoyFtk0qlys/13r17SE9PLzXBQERERGSoeAtMNWdtba33ep5kWAS5HEnffov7s2YpkwtSOzt4bN6kTC4AgP2AAag9fZryec4//+D2u++iMDVV7zETEZHhkEqlPJcg0jNBEJRzLlhb82aP6kzx+ebl5XESbyIiIjJKTDBUczKZjMNpa7D8u3dxa+w4JH/3vbJN5uQEjx+DYentXaJ/rXHj4Dh6tPJ5dmwsbg4bhpyLF/USLxERGR6JRMJzCSI9K36hmWWRqrfiny8TDERERGSMeLZKVA3Jc3PxeMsW3Og/AFnR0cp2s8aN4bltKyyaN1f7OolEgjqzPoHD0KHKtvzEW7g5bDgeLlmCgidPdB47ERERERERERERGQfOwVDN5eXlQS6X886nGiL//n08+XUrUrZvR+EzyQDbHt3hungxZHZ2pa5DIpWi7sLPYFrPDUkrVhY1FhTgcfCPSPk/e/cdHVW5NXD4NzPJpCek94TeQ+iC0ruCoCJ8KlLEhoqKoiBeEBW9iAVUUK+gNBVRAUHAAkgn0ktooaQT0kjvyZTvjyFDIgkJZJJJ2c9aWc6cugckc87Z77v3L+twHvcYzuPGYenlVV0fQwghRC2i1+vlWkIIIYQQQgghRJkkwVDP5efny0OBekyv11Nw4QLZ+/aRs28/uceOGfssFFM6OuI1ZzaOI0ZUusSFQqHAbcoUbDp2JH72HIquXAFAl5tLyrJvSPl2OfZ9+uA08n7s+/dHaWNj8s8mhBCidtDpdHItIYQQZiJlk4QQQghR20mCoQG41K8/Vq6uWHh6YOnphaWfH5a+vqj9fLH09UXl6opCHhrUarq8PDSJiRQlJFIYG0PBpUsUXLxEwYULN81UKKawtsZp1Cjcnn8OS0/POzqvXY8eNN26hbTvviNl2Tc3Gj7rdGTv3k327t0obGyw790bh8GDsO/TB5WT051+TFEH6fV6tOnpFMVdpSguDk1SEtr0dMNPRgb6wkLQ69HrdSgUSlQuLlh4uGPh4YHazw+bjh0lQSWEEEIIUQHphSOEEEKI2koSDA2ALiODgmvXKLhwocz1CktLLLy8sPT2xtLfD3VAIOoAfywDArBq3BilnV0NR1z/6XU6tOnpaJKvoU25hiYlBW1qKpq0NLSpaWjTUtGkphmWpaaiK36wXwmWvr44jxtHo9EPmeRhv9LKCtennqLRI4+S/tNa0tb+RFFs7I3PkpdH1rZtZG3bBhYW2HXvhl2fPtjfcw/q5s3lZqie0Gu1FMbEUHDhIgUR4RRGRBr+GxWNPjf3jo+rsLTEpksX7Hr2xGHgAKyaNzdh1EIIIYQQQgghhBCiOkmCQaAvKqIoNtbw0Pjw4ZvWW3h6om7SBKumTVA3bWb4b7NmWHh4yMPjcmizcyiKi7vxc/UqRQnxaBISKUpMQJOUDBqNaU6mUGDdIQj7Xr2x790L66AgFCqVaY5dgsreDtcnn8TliSfIPXSIjN82k7VtG7qcnBsbaTTkhPxDTsg/JAEWHh7Y9eyJbc8e2PXoIX0b6ghdQQEFFy+Sf/Yc+WfPkh8WRsGlS+jz801+Ln1REbkHD5J78CDJixZh16sXLk9Mwu7uu+X3ixBCCCHKlZubyzfffMOWLVs4ffo0qampqNVq/P396d69Ow899BDDhw9HVQ3XxUIIIYQQ4gaFXoo61lvt2rUjMzOTsxs3QvI1NEmJFF2NpyjuCoVX4ii6cgVdVtYdH19pa4u6aVPUTZtg1bQp6saNUTdpgjowEKW1tek+SC2k1+vRpqVRGB1NUUwMhdExFMbGGl7HxqJNTTX9SRUKLNzdsfD2wqp5c6xbtsSqRQus2rTBwtnZ9OerBF1BATn//EPWjh1k79xV4edWBwZie9dd2Hbvjm23blh6etRQpKI8eo2GgvBw8kJDyT99hrwzpym4eOm2E2BKW1ssfX2w8PRC5eyMqlEjVI2crv8uUIBSCVoNmmspaJKS0CQlkX/+fOkEVQlWrVrh/tKLOAwcaIJPWXu0a9cOgLNnz5o5EiEqx9raGq1WS15eHhYWMi5FiJqi0+m4cH32catWraQHyr8cOHCAMWPGEB8fj7W1Nd26dcPHx4eCggLCw8M5ffo0AG3btq3137kV/V1v2rSJEydOMHDgQAYPHgwY+uyJyktMTGT58uXs27ePuLg4AHx9fenTpw9PPPEEnndYTlYIIYQQBpJgqMeKEwyRkZHlPhTQZmejiY+nKD6eorg4CmNiKYyNoSg6hsKYGPQFBbd/YoUCC28v1IGBhp/GjQ1llwIDsPTzQ2llVcVPVjP0Oh2a5GRD0iAmhsKYWIpiYyiMiqYwJgZddnaVz6GwssLC1RWVmxsWzs6oXFxQOTtj4eKMytkFlYszFi4uWHh4YOHmhsLS0gSfrHrotVryTp0ie9duckJCyD93Dir49aJu3Bjbbl2x6dIF267dsPT1kVHr1Uiv11MUF0f+6dPkhZ4m73Qo+WfPoc/Lq9wBFArUjRtj1bw56mZNDYnFJk2w9PND1ajRbf/d6YuKyDt9mpwDIWTt2FFmGTeHwYPwnD37jvuI1DaSYBB1jSQYhDAPSTCU7/jx49x9990UFBTw+uuvM3v2bBwdHUttExsby8KFC/nf//5HXmWvc8xEEgzVa/369UyePJns7OybGmYrFAocHBz49ttvGT16tJkiFEIIIeo+STDUY5VJMNyKXqej6Go8hZGRFEZGUhAZQWFEJIUREWiSk+8sKIUCCy8v1P7+hn4P/v5Y+vpi6eODpY+PoexSDU1j1mu1htHUCfGGEkZXDU1qC+PiKIq9QtGVK4YGtXdIoVYbPpfx83lj4eWNpZcnFp6eWHh4oLSzq7cP1DVpaeSEhJB78BA5Bw+W6ttQHgsvL2w7d8KmYydsOnXCunWrWp1Uqc30ej2a+Hjyz50j7+xZQ6mj02fKbQr+bwq1GqvWrbFu1xbrtm2xbt0aq+bNq60hs16vJ/fQIVJWrCBnz95S65R2dri/8grOjz1a5xvSS4JB1DWSYBDCPCTBUDadTkf79u05f/488+bNY/bs2bfc/tixY3Tp0qWGorszkmCoPkePHuXuu+9Gp9PxwAMPMH78eBo3boxCoSAqKorvvvuOX3/9FZVKxYEDB+jatau5QxZCCCHqJEkw1GPt2rVDo9Fw/vx5k9+UaDMzDUmHiEgKI8IpiIykMCqKougY9EVFd35glcpQBsjTA0sPDyzc3VE1cjaWXFHa26G0sUVpZ4vCysqQjFAoUaiU6LVa9AUF6AsL0eUXoMvOQpuZhS4r09A8+VoKmpQUNCnX0CQlo0lKAq22Sn8OSgcHwyyNAH8s/QNQBwRcf+1vSJbIzaBR4ZU4cg8dIvfIEXIOH0JzNb7CfRRWVli3bYtNhw5YdwjCum1b1IGB8uf6L9rsHAojIyi4dJmCC2HkX7hIQVgY2vT0yh3AwgKrli2waR+EdVB7bIKCsGrWzGzJnfyLF0mc9x65R46UWm4/aCC+CxbU6cbzkmAQdY21tTV6vZ68vDx5wClEDZIEQ9m2bNnC/fffT0BAABEREbfdX2Hfvn389NNP7N27l9jYWPLz8wkMDOSBBx7gjTfeoFGjRjftExISwocffsiJEydISEjA2dmZgIAABgwYwOzZs7G3t6/SZ5IEQ/UZPXo0GzduZN26dTz44INlbvPrr78yevRoHnroIdatW1fDEQohhBD1gyQY6jFzPMjSa7WGWQDR0YZSQtHRFEZFGcouXYmr8gN9c1A5O6MOCMAyMAC1fwDqxoGG9wEBd1QWRhgUXokj98gRco8dJe/oMQqjoiq1n8LWFutWrbBq1RKrps2MpXosPD3rbeJBr9OhTU2lKCHR0DT8SqyxZFdBeASaxMTbOp5lQAA27dtjE9wB66AOWLdtU+v6puj1ejI2bCDxw4/QZWQYl1u1bInfl1+g9vMzY3R3ThIMoq6xvv67QR5mCVGzKnrorNfrycy/vX5JtYGjtUWVrp1feOEFvvzyS6ZPn87HH3982/v36NGDU6dO0aFDB/z9/cnPz+f48ePEx8fTrl07Dh48WCphsHnzZh544AH0ej3du3enSZMmpKenc+nSJcLDw4mMjKRx48Z3/Hmg4r/rjRs3cvLkSUkw3AFPT09atmzJvn37brld7969uXjxIom3eU0thBBCCAOZ6y5MSqFSXR/FHwC9e5dapy8qoujqVQpjrxgekMbGUhQTayxPVNnSLaamdHAwlmgqLmdUPAvB0tcPlX3dHS1dm6n9fFH7+dLowQcA0CQnk3viBHknTpJ3/Dh5585BGbNh9Lm55J04Qd6JE6WWK9RqLL29DY2Gvb2xcHPHwtUFlYuroeGwvR1KBweU9g4obawNM2DU6mpPEOn1erg+u0ZXWGiYZZOfjy4398ZPdjbazCy0WZnoMjPRpKaiTU1Dk5qC9loKRUlJZf5ZVIaljw/W7doZSh21D8KmfTtUZYzOq20UCgWNRo/Gvl8/4t/8D9l79gBQcPEiUWPG4vvZp9h1727mKIVoGIq0Oj7dcZGBrT1p5+OIUimJdSHMLTNfQ/A728wdxm07NXcITjZ3PkPy1KlTAHTq1OmO9p87dy533303Tk5OxmUFBQW89NJLLF26lIULF/LWW28Z13388cfodDrWrVt3U43+I0eO4Orqekdx3AkZ1HT7MjIyCAgIqHC7gIAAjvxr5qwQQgghKk8SDPVcUVEROp2uVkyrVlhaGhs/l0WXm0tRQiKapEQ0SUkUJSaiTUlFm5aGJj0NbVo6utwcdLm56HNy0RUUgF6PXqcDrRaFhYXhgbGVFQorNSp7B5SODqgcHFE5OqBydcPCzQ0LN9frZZi8sPT0qNPlVuoTC3d3HIcMwXHIEAB0BQUUhIWRdyqUvNBQ8s+coTA6utzG0frCQsOMmejoyp9UoTD8P2NhgcLCAiwsDGW3lErDbAilEopv5kre1On1xh+9Xgc6Peh0hv8XNZob/y0qQq/RVNjs2hQUNjZYNWmC1fXZHdatW2PVqhUWzs7Vfu7qZOHqit+XX5C8aBEp33wLgDYtjZgnn8L/iyXY9+lj5giFaAD0ej7fcZFPd1zC3cGK/q3cGdDak14t3LC3kktJIUTNSUlJAcDNza3M9U8++STaf82Yfuqpp+jVqxcA99577037WFlZ8emnn7J8+XI2bdpUKsGQfL3v3KBBg27ar1u3bnf2IUSN8fLy4sS/BiWV5eTJk3h5edVAREIIIUT9JHeFtciqVav45JNPCA8Px93dnbFjx/L2229ja2t7x8fMy8urNQmGiihtbbFq2gSrpk3MHYqoBZRWVtgEB2MTHGxcpsvNJf/CBQrCwgz9BiIjKAyPMPTTuBN6vWFGQUGBiaKuXkpbWyx8vFH7BxiapPv5oW7SxFAiytu73paIUqhUeLz2GlYtWhA/5y1D8/WiIq5MfRH/r/+HXc+e5g5RiHpNqQCVEnQ6SM4q4OejV/j56BXUKiV3NXVhQGsPBrT2INBVEvZCCPNatWrVTQmGfv36GRMMAHFxcWzevJmwsDAyMzPR6XQAqNVqLl26VGrfLl26cP78ecaPH8+cOXPo0qVLnbivEgZDhw7lm2++4c0332TevHk39ezQ6/XMmTOHsLAwnn76aTNFKYQQQtR9kmCoJTZs2MCkSZOYMWMGQ4cOJSwsjFmzZpGRkcHXX39t7vCEqBWUtrbYduqE7b+mxWuzsymKu0rR1TiKrl5Fk5BoLC+kSUlBm5mJLjsbXVZW1ZqQm4pSidLW9saPnR0qJ0eUxbNtGjmjcnXBwtUVlYsLlp6eWHh5oapiE8G6zmnUKCz9A4h9+ml0OTnoCwuJfe55ApYtxVZGEQpRrTr7N+JITAa6EhOyCrU69l26xr5L13hn8zmaudsxsI0n/Vt50LWxM5YqeQgnRHVxtLbg1Nwh5g7jtjlaV+32s7gk0bVr18pcr9Hc6EsxZcqUm+6jFi5cyBtvvEFRJa8H//vf/3L69Gk2b97M5s2bcXZ2plevXowcOZLHH3/c2KdG1E5z5sxhw4YNLFiwgB9//JGxY8cae2ZER0fzyy+/EBUVhaurK7NnzzZvsEIIIUQdJgmGWuKnn36iV69eLFiwAIABAwaQlJTE4sWLJcEgRAVU9vaoWrXEulXLCrfVFRYaeiDk5xtnL+i1WvRFGtAUGUtu6XV60F0fAXe9xJFer79R/1ahAIUSlArDzAGFwlBeSaW6/l8LFJYWKCwtDSWYrKxQqK1QWqkNpZikju4dse3cCf+lXxPz1NPo8/LQ5+cT++wUApZ/i03HjuYOT4h664ene5BVoGPPxWR2hiWx52IyGXmlH9CFJ+cQnhzB0r0ROFhb0KelOwNbe9CvlQcudmozRS5E/aRQKKrUy6CuCg4O5sCBA5w4cYJx48bd1r4HDx5k+vTpODk58dlnn9GvXz+8vLywsrICwMfHh/j4+FL7+Pv7c/ToUXbu3MmWLVvYs2ePMdnw4Ycf8s8//9RoHwZxe/z8/Ni5cyfjxo3jzJkzfPTRR8ZrcP316/ugoCB++OEH/Pz8zBmqEEIIUadJgqGW0Gg0ODo6llrm5ORknLIrhDANpVoNajWqf/17E3WHbZcu+H/1JbHPTjE0z87NJfa552myfh2WPj7mDk+IesvZTs0DnXx5oJMvGq2O4zHp7AxLYmdYIhcTs0ttm5WvYWtoPFtD41EqoHOAMwPaeDCwtSctPe0lySqEuCP33nsvX375Jb/88gsLFiy4qeTNrfz6668AvP/++0ycOLHUury8PBISEsrcz8LCgiFDhjDkep+w6OhoJk+ezM6dO1mwYAEffvjhHX4aUROCgoIIDQ1l9+7d7Nu3j6tXrwKGhFLv3r3p16+feQMUQggh6oEGl2A4duwY27dv5/Dhwxw+fJi4uDjgxgiG8uTl5TF//nzWrl1LTEwMLi4uDBs2jHnz5uHr61vluCZOnMiYMWPYsGEDgwcP5sKFCyxevJjnnnuuyscWQoj6xq5HD/yWLOHK88+jLypCm5bGlRdfIvCH71FKuQIhqp2FSkn3Ji50b+LCG/e2JjY193qyIYl/IlIo1NwYIKHTw9HoNI5Gp/Hhnxfwc7ZhYGsPBrTx5K4mLlhbVv4BoRCiYbvvvvto06YN58+fZ/78+bdV1iYtLQ2gzJHqv/zyS4X3g8UCAwOZOXMmO3fu5MyZM5U+/52qbFzi1vr16yfJBCGEEKKaNLjiuPPmzWPWrFn8+uuvxuRCRfLz8xkwYADz5s0jOzubUaNG4e/vz4oVK+jUqRMRERFVjmvkyJF89dVXPPLIIzg6OtKtWzfuuece3n///SofWwgh6iP73r3wmveu8X3+2bMkzH1bbsSFMAN/F1sm3t2YVZO7c/KtwSwd34VHu/vj4WB107ZX0vJY9U80E5cfpvO87Tyz+ig/H4klKSvfDJELIeoSpVLJd999h5WVFXPmzGHGjBlkZGTctF1KSgoXLlwotaxlS0MpzW+//bZUD4Zz584xc+bMMs+3aNGiMmc2/P7774ChhFJNkZlfQgghhKitFPoG9iRmwYIF5OTk0K1bN7p160bjxo0pKCi45QOp2bNn8/7779OzZ0+2bduG/fVGqwsXLmT69On07duX3bt3G7dPT08vd4ptMVtbWwICAozv//77bx588EFeffVV+vfvz6VLl3jzzTeZOHEiH3300R191nbt2pGZmUlkZCQWFg1usooQooFImPceaT/8YHzvOXs2Lo/fXl3mmtKuXTsAzp49a+ZIhKgca2trtFoteXl5d3QtodPpORefyY7ziewMSyL0ys0PAksK9m/EoNYeDGjjQVtvR3mgJhosnU5nfEDeqlUrlMoGNy7slvbv38+YMWNISEjAysqKu+66Cx8fH/Lz87ly5QqnTp2iqKiI1q1b88svv9C+fXtSUlJo3749CQkJNGnShG7dupGamsqePXt44IEHOHz4MNHR0aXuCxs1akRWVhbBwcG0aNECvV7PqVOnuHjxIi4uLhw8eJAWLVpU6bNU9Hf966+/curUKQYPHszAgQMBwwA4cbO9e/cC0L17d6ytrY3vK6tPnz7VEZYQQghR7zW4BMO/WVtb3zLBUFhYiIeHBxkZGRw/fpxOnTqVWh8cHExoaChHjx6lS5cuAPzvf/+rsLTRv5MSHTt2pGvXrnzzzTfGZT/++CPjx48nNjYWb2/v2/5s7dq1o6ioiLCwMLkpEULUW/qiIqKfeIK8o8cMCywsCFy9CtvOnc0bWBkkwSDqGmtra/R6PXl5eSa5lkjKzGfXhSR2nE9i/6Vr5BVpy93Wx8na0LehjSc9m7pKKSXRoEiCoWK5ubl88803/Pbbb5w5c4bU1FSsrKzw9fWla9euPPzww4wYMaJUcvTKlSvMnDmTPXv2kJKSQpMmTZg4cSKvvfYazZo1uynB8N133/Hnn39y7NgxY+1+f39/hg0bxquvvmqSUrmSYDAdpVKJQqHg/PnztGzZ0vi+srTa8r+ThBBCCFE+GdZegQMHDpCRkUGzZs1uSi4APPzww4SGhrJ582ZjgmHKlClMmTLlts5z8eJFnnzyyVLLgoOD0Wq1REVF3VGCAcDS0lJuSIQQ9ZrC0hK/Tz8lcvTDaBITQaPh6huzaLrxV5S2tuYOT4g6T6FQmOxawsPRmv/rFsD/dQsgv0jLwYgU/j5v6N0Ql55XaturGfl8fzCG7w/GYKtW0buFGwPbeDKgtQdu9jeXXhJCNCy2tra89NJLvPTSS5Xex8/Pjx9KzHosKSoq6qZl48ePZ/z48XcaoqhhEyZMQKFQ4OTkVOq9EEIIIaqXJBgqcOrUKQA6lzMStnh5aGholc7j7+/PiRMnSi07fvw4YGgkdivFI2L/LTw8nGbNmlUpLiGEqAss3Nzw++xToh4bBzodRTExJC36FK//vGnu0IQQ5bC2VNGvlQf9Wnnwrl5PWEIWO8OS2HE+kZOx6ZScXJpbqOWvs4n8dTYRhQI6+TdiYBtPBrf1pIWHvTxAEkIIwcqVK2/5XgghhBDVQxIMFYiJiQEMo13KUrw8Ojq6Sud55plnmDlzJj4+PgwYMICLFy8ye/ZsRo4ciY+Pzx0ft6ioCJ1OJ7MYhBD1nk3Hjrg++SQpy5YBkPbddzgOGYxtt25mjkyIuk2v11f7tYRCoaCNtyNtvB15oX9zkrMK2HUhib/PJ7Lv0jVyC2+UrdDr4XhMOsdj0vnorwsEuNgyqI0ng9p60K2xC5YqueYRQgghhBBCiJoiCYYKZGdnA4YpuGWxs7MDICsrq0rnmTZtGkqlkmXLlrFw4UI8PT157LHHmDdvXoX7llfLu7jJsyQYhBANhduLU8natZPCy+EAXP3PbCmVJEQV6XS6Gr+WcHewYmxXf8Z29S9VSunv84lczShdezwmNZflByJZfiASR2sL+rf2YFAbT/q2csfR2rLGYhZCiOrQwFsmVknTpk0ZM2YMCxYsuOV2s2bN4ueffyY8PLyGIhNCCCHqF0kw1BIqlYpXXnmFV155xdyhCCFEnaVUq/H573+JeuTRG6WSPv0UrzelVJIQdVWpUkqj2nEuPpO/zxtKKYVeySi1bWa+hk0nr7Lp5FUsVQp6NHVl0PVSSj6NbMz0CYQQouqkFNzti4qKIjk5ucLtrl27VmYPDiGEEEJUjiQYKmBvbw9Abm5umetzcnIAcHBwqLGYhBBClM+mQ4d/lUr6Hqf778cmKMjMkQkhqkqhUNDOx4l2Pk68NLAFiZn57DifyI5ziRwIT6FQozNuW6TVs+/SNfZdusbc387S3teRwW28GNLOk9ZeDvKwTgghBGC4p7e0lBlvQgghxJ2SBEMFAgICALhy5UqZ64uXV9SIWQghRM1xe3EqWTt3UhgeDno9iR8sIPD77+SBohD1jKejNePuCmTcXYHkFGjYd+ka288lsjMskbTcolLbnonL5ExcJot2XMTP2YYhbQ3Jhm6NXVAp5XeDEEI0NDqdjgsXLrBr1y7jfb8QQgghbp8kGCoQHBwMwPHjx8tcX7y8Q4cONRaTEEKIW1Oq1Xj9501iJj8JQN6xY2T9tQ3HYUPNHJkQorrYWVkwrL0Xw9p7odXpORadxvZzCWw/l0hUSumZqFfS8ox9G1zs1Axq48HQdl7c09wNa0uVmT6BEEKIqlKpSv8OX7VqFatWrbrlPnq9nmeeeaY6wxJCCCHqNUkwVOCee+7BycmJ8PBwTp48SceOHUutX7duHQD333+/GaITQghRHru778a+Xz+yd+8GIOnjj7Hv3w+llZVZ4xJCVD+VUkH3Ji50b+LCm/e14XJSNtvOJbL9XCInY9NLbZuaU8jPR6/w89Er2KlV9G/twbD2XvRr5YG9lVwqCyFEXeLv72+csRoTE4OtrS1ubm5lbqtWq/Hx8WHkyJG89NJLNRmmEEIIUa/IXVMF1Go1U6dO5f333+eFF15g27Zt2NnZAbBw4UJCQ0Pp27cvXbp0MXOkQggh/s1jxgyy9+8HjYaiK1dI++47XJ96ytxhCSFqkEKhoIWnAy08HXihf3MSM/PZfi6RbecS+Sf8GkVavXHbnEItW0Lj2RIaj5WFkr4t3bkvyJsBbTxwtJb63EIIUduVbNasVCoZM2YMy5cvN19AQgghRAPQ4BIMW7duZd68ecb3hYWFAPTo0cO4bM6cOQwfPtz4fvbs2ezYsYOQkBBatGhB7969iY6O5tChQ7i7u9fqCxYbGxuUSqW5wxBCCLOwatoE50ceIe377wG49r+vcXrwQSxcXc0cmRB1h1KprFfXEp6O1jzeI5DHewSSmV/ErrAktp1NZNeFJHILtcbtCjQ6tl1PRKhVSvq0dGNEBx8GtfWUmQ1CiBqj1+sr3kiUadeuXXh5eZk7DCGEEKLea3B3R8nJyRw6dOim5SWXJScnl1pnbW3Nrl27mD9/PmvWrGHjxo24uLgwadIk5s2bh5+fX7XHfacsLS3r1UMBIYS4XW4vPE/G5s3oMjLQZWeTvGQJ3nPnmjssIeoMhUJRb68lHK0tGdXRl1Edfckv0rLv0jX+PJPA9nMJZOZrjNsVanXsOJ/EjvNJWFkoGdDag1EdfejXykN6NgghakRx2R9ReX379jV3CEIIIUSDoNDLkIh6q127dgCcPXvWzJEIIYR5pa5aReL8DwxvLC1p/tefWPr41Hgc8ntZ1DXW1tYA5OfnmzmSmlWo0fFPRAp/nI7nr7MJpOUWlbmdg7UF97X35qHOvnRv4iIPAIXJ6HQ6Lly4AECrVq3qbZJPVPx3vX79ek6fPs3QoUPp378/0PB+J5vC2bNnuXTpEllZWeXOCpkwYUINRyWEEELUDw1uBkNDo9Fo0Ol0clMihGjQnB99lJRVq9BcjYeiIlK++Ravt+aYOywh6gS9Xt/griXU1/sv9G3pznsPtOefiBS2nIrnz7MJZOTdSDZk5Wv46WgsPx2NJdDVljFd/BjdxQ9vJxszRi+EEKLYjh07eP755wkPDy93G71ej0KhkASDEEIIcYcazp1iA5Wbm4tOpzN3GEIIYVYKtbpUc+f0desoSkoyY0RC1B06na5BX0tYqJT0buHOgoc7cOQ/g1g+qSujOvpg86/SSNEpuXy87SL3fLCTp1YdZe/FZHQ6mSgshCkpFIpSP5aWlri5uREUFMSkSZNYv349Go2m4gOJBuHo0aMMHz6cmJgYHnvsMYKCggB44403GDNmDM7OzgA88cQTvPXWW+YMVQghhKjTZAaDEEKIBqHR6NGkfPU/NMnJ6AsLSV2xEs+ZM8wdlhCiDlFbKBnQ2pMBrT3JKdCw/Vwi649fYf/laxRX3NDpYcf5RHacT6SJmx0Tegbyf938sVXLZbcQpjJx4kTAkADNyMjg4sWLrF69mlWrVtG8eXN++OEHunfvXqMxRUVF0aRJE/r27cvu3btr9NyibPPnz0ej0fDnn38yePBgnnjiCU6fPs37778PQHp6Os8++yxbtmzh6NGjZo5WCCGEqLtkBoMQQogGQWllhcuTk43v09auRZOWZsaIhBB1mZ2VBQ908uW7J+9i/8wBTB/ckgAX21LbRF7L4Z3N5+i1YBdLdl4qVV5JCHHnVq5cycqVK1m9ejWbNm3i/PnzXLp0ibFjx3L58mX69+/PyZMnzR2mMLOQkBA6derE4MGDy1zfqFEjVq9ejVKpZPbs2TUcnRBCCFF/SIJBCCFEg+E8diyq69Ph9Xl5pK5aZeaIhBD1gW8jG14c2ILdr/Vj1eTuDGztQcl+z6k5hcbySQu3XySnQEq4CGFqzZo146effuLJJ58kNzeXyZMnV7xTHVBeQ2JRsdTUVFq0aGF8r1arAcjJyTEus7Kyonfv3mzfvr3G4xNCCCHqC0kwCCGEaDCUtra4TJpkfJ/2/Q9oMzPNF5AQol5RKhX0benOt5O6sff1/jzVqwm26hu9GrILNHz+9yX6f7ybn4/GSo8GIarBJ598gp2dHSdOnGD//v3G5bt370ahUDCpxHVASZMmTUKhUNxU3ig6OprnnnuOli1bYmtri4uLC+3atePZZ5/lwoULALz99ts0adIEgD179pTqE1He+W6XomTWUlSKu7s7mSWu89zd3QGIiIgotV1eXh4ZGRk1GpsQQghRn1S5GOzq1atNEQcAEyZMMNmxhBBCiLI4j3uMlG+/RZeZiS47m7Q1P+I25VlzhyWEqGf8XWyZPaItL/RvzoqQKFYeiCQz3zBzISmrgBnrQlkVEsV/Hwwi2L+ReYMVoh5xcnLi3nvvZd26dezatYtevXrd8bFiY2Pp3LmzcST8fffdh1arJTo6mmXLltGzZ09atWpFx44dGT16NOvXr8fT05Nhw4YZj1GV84uqad68OZGRkcb33bt3R6/X8/XXX7NkyRIALl++zM6dO2natKm5whRCCCHqvConGIpHepiCJBiEEEJUN5W9PS6Pj+Pal18Bhl4Mrk89icJCGrAKIUzP2U7Nq4Nb8nTvJny9J4Jl+yIo0OgAOHs1k4e+CmFq/+ZMHdAcS5VMLhaVpNdDfh0ccW3tBDUwEr9jx46sW7eO8+fPV+k433zzDampqUydOpXFixeXWhcTE0NRkaGvygMPPEDHjh1Zv349rVu3ZuXKlVU6rzCN++67j1mzZnH+/HnatGnDsGHDCAwM5KuvvuLIkSP4+fmxc+dO8vPzefLJJ80drhBCCFFnmeRpSnBwMKNGjbrj/Tdu3EhoaKgpQhH/Ym1tjVIpN6tCCFFSo0ce4drSZaDRoElIIGvXLhzLaQAoREOnVCrlWsIEHKwteW1oKx69K4AP/wxj08mrAGh1ej77+xK7LiSxcGxHmnvYmzlSUSfkZ8CCQHNHcftmRoNNo2o/jZubGwBpaWlVOk5ycjIAgwYNumldQEBAlY4tqt+ECRNwcnJCpzMkddVqNb/99htjx47lyJEjHDlyBKVSyVNPPcXLL79s5miFEEKIusskCYaOHTsyd+7cO94/KipKEgzVRK1Wy0MBIYT4F0sPDxyHDCHz998BSPthjSQYhCiHQqGQawkT8m1kw2ePdOKx7gFM/+UUV9LyAAi9ksGIxfv47JFODG3nZeYohajbihsjV3WmfZcuXQB48803UalUDBo0CGtr6yrHJ2qGl5cXzz5bugxmUFAQ58+fJywsjLS0NJo3b27szSCEEEKIO1Plu0VHR0dsbW2rdAwbGxscHR2rGooQQghRac6PjzO+zj14kILLl80YjRCiobmrqSt/TuvD/3X1Ny7LL9Ix5ftjfLs/8hZ71i5arVaao4pa59q1awC4uLhU6TiTJk1i7NixnDt3jvvvvx9nZ2f69OnDf//7XxISEkwRqqhGn3/+Od98802Z61q3bk3Pnj0luSCEEEKYQJVnMKSnp1c5iC+//JIvv/yyyscRN9Nqtej1epP1yRBCiPrCplMnrFq3piAsDIC0NT/i9dYcM0clyrN69WqTHUt6Pt0evV4v1xLVxN7KggUPd2BQW09e/fkkWfka9HqYt+Ucsam5zBnRFpWydv+5//3334SEhDB+/HiaNWtm7nAaDmsnQ7mhusbaqUZOc+LECQDatm1b6X2Ky+iUpFKp+Omnn3jjjTfYtGkTO3fu5NChQ+zbt48PPviAP//8k7vvvttkcQvTmj59Ovfddx9PPfWUuUMRQggh6jXpaFnP5eTkoNVqsZDmpUIIUYpCocB53GMkzHkLgIyNG3F/9RVU9lL/vDaaNGmSyR5w17cEw88//8yqVas4fvw4ubm5BAcH89///pdevXqZ5Pg6nU6uJarZ4LaerH/ubp5YcYS4dEPJpJUhUSRm5rP40U5Y1NLmz3q93ljm9NKlS5JgqEkKRY30MqiLMjIy+OuvvwDo37+/cblarQYgOzu7zP1iY2PLPWanTp3o1KkTb7/9NpmZmbz99tssWrSIadOmcfjwYRNGf7Pick8NxdGjR/n8888JCQkhPDyc//znP7z33nt3dCwvLy8paSWEEELUALlTFEII0WA5jRhB0kcfo8vMRJebS8bGTbiUKJ0kapfg4GBGjRp1x/tv3LixXvZ8+vTTT2nRogVffPEF9vb2rFixgoEDB3L48GGCg4PNHZ6opJaeDvz6wt08teoooVcMJYf+OJPAm7+eZsHoDrVyBklycrLxYW18fLyZoxHCYPr06eTk5NCtWzd69uxpXO7t7Q3AxYsXb9onNTWV48ePV+r4jo6OzJ8/n08//ZQzZ84YlxcnMDQaTVXCL1dt/B1QHQ4cOMDBgwfp1auXsdTVnRo6dCh//PEHhYWFxr8fIYQQQphetScY4uLi8PX1re7TCCGEELdNaWNDo9GjSV2xAoC0NWtwHvdYg7mJr2s6duzI3Llz73j/qKioeplg2Lx5M66ursb3gwYNIigoiC+++IKlS5eaMTJxuzwcrFn7TA+e/+E4uy8kA/Dz0Su42lsxc1hrM0d3s4iICOPr+Ph4dDqdNAQXZhMREcGsWbP4+eefsbOz49tvvy21vkmTJgQEBHD69Gk2bdpkTFjn5OTwzDPPkJmZedMxv/vuOzp16kT79u1LLf/jjz/Q6/X4+9/ooeLm5oalpSXh4eFotVpUKlU1fMr678UXX+Tll18GoHHjxlU61vvvv8+2bdsYN24cn3/+uTHJJIQQQgjTqnKCISMjg6effpodO3bQtWtXPvroo1Kj5Tp16kRSUlJVTyOEEEJUC+dHHyF15UrQ6ymMiCDv6FFsu3Uzd1jiXxwdHbG1ta3SMWxsbHB0dDRRRLVHyeQCgFKppH379kRG1p1GweIGW7UF/3u8C+O/PcSRqDQAvtodjqudmqd6NzVzdKWVTDAUFhaSlpZ20/+PQlSHSZMmAYYSbpmZmVy8eJGwsDD0ej0tWrRgzZo1BAUF3bTf3LlzefLJJxk9ejR9+vTB3t6ew4cP4+joyKhRo9i0aVOp7devX8+ECRNo1qwZQUFB2NjYEBkZyaFDh1AqlaVK96jVaoYNG8bmzZsJDg6mc+fOqNVq7rnnHp544olq/fOoT0yZpJw1axbBwcFs2LCBrVu30rlzZwICAsosm6RQKG5KSgkhhBCicqqcYJg5cyaHDx9m0qRJbN26lR49erB06VLGjx8PNLyakUIIIeoWdUAAdnffTc6BAwCkb9okCYZaKD09vcrH+PLLL/nyyy+rHsxtOHbsGNu3b+fw4cMcPnyYuLg4oOLro7y8PObPn8/atWuJiYnBxcWFYcOGMW/evApnhmq1Wo4cOcLQoUNN9jlEzbK2VPHNxG7839f/EJaQBcB7W8/j6WjN/cE+Zo7OQKvVEhUVBYC1tTX5+fnEx8dLgkHUiFWrVgFgYWGBo6MjPj4+TJgwgVGjRjFy5MhyZw9MnjwZpVLJJ598woEDB3B2dub+++/ngw8+YPr06Tdt/+qrr+Ln58eBAwfYt28fOTk5+Pj48H//939Mnz6drl27ltr+m2++4bXXXmP79u2sWbMGrVaLRqOplQkGc3w/1bSVK1caX+fn5xMSEkJISEiZ20qCQQghhLhzVU4wbN26lV27dtG8eXPmz5/PtGnTmDRpEllZWTz//POmiFEIIYSoVk4PPGBMMGT98Se62bNRSlNAYQLz5s27aURsRfLz8xkwYAAHDx7E29ubUaNGERUVxYoVK9iyZQsHDx6kadPyR7IvWbKEmJgYuQ6r45xsLFk9uTsPfRXClTRD4+c31ofS3teJJm52Zo7OUAa1sLAQGxsb2rRpw/Hjx0lISLiplIwQpmSKwWuTJk0yzoAoaeXKlaUeSAP06dOHPn36VPrYHh4erF69uooR1gxzfD/VtF27dpk7BCGEEKJBqHKCIT8/n+bNmwNgZWXFV199RbNmzXjppZdQqVRSx1oIIUSt5zBoIEpbW3S5uehycsj6+2+chg83d1jiNtTWnk89e/akQ4cOdOvWjW7dutG4cWMKCgpuuc97773HwYMH6dmzJ9u2bcPe3h6AhQsXMn36dCZPnszu3bvL3PfQoUO88cYbzJ49u8zyIKJu8XC05rsn72LUkv1k5mvIKdTy4o/HWf/c3VhZmLe+e/HshSZNmuDj48Px48el0bMQdUhNfD+lp6eTkJBwy2Pa2toSEBBQ5c9Tlr59+1bLcYUQQghRWpUTDC4uLkRFRZVqwPTaa69hZ2fH1KlTJcFgZtbW1tJsTwghKqC0scFh2DAyNmwAIGPTJkkw1DJ1tefTzJkzb2v7wsJClixZAsAXX3xhfHgDhlIdq1atYs+ePRw7dowuXbqU2jcqKopRo0Zx//33V6kZ9r8plUq5ljCjJm52LBjdged+OA7AmbhMFvxxgbfub2vWuFJSUgDw8vLCzc0NgLS0NHOGJES9VF0lh2vi+2nt2rU899xztzxu3759y02aCyGEEKJuqPLdYv/+/fnxxx9vWv7cc8/x5ZdfotVqq3oKUQVqtVoeCgghRCU4jRplfJ2z/wBFtfBhdUNWsudTdHQ0PXr04LvvvjOury89nw4cOEBGRgbNmjWjU6dON61/+OGHAdi8eXOp5enp6QwfPpzGjRuzatUqkw7wUCgUci1hZvcGefN4jxsjfJcfiGTHuUQzRnSjL4qzszNOTk6AIRFYX/4tClHbmHvg3p18P02ZMgW9Xn/LH0kuCCGEEHVflWcw/O9//yt33dNPP83TTz9d1VMIIYQQ1c62W1csfLzRXI0HnY7MLVtxnVz7mjI2VA2l59OpU6cA6Ny5c5nri5eHhoYalxUWFvLQQw+Rm5vLzp07sbGxue3ztmvXrszlhYWFqNXq2z6eML3Zw9tyNCrN2PT5tXWn2DatDx6O5ukXUzxboVGjRjg6OgKGxs85OTmlRjYLIUyrsLCw3N/ZZ8+erbbz3sn3kxBCCCEahionGETtptVq0ev1Zh/xIoQQtZ1CqcRp5EhS/vc1YCiTJAmG2qOh9HyKiYkBwM/Pr8z1xcujo6ONy55//nn27NnDsmXLiIyMJDIyEjD8OZU1yvR2FY8yrS9/xnWVtaWKJY914v7FB8gr0pKeW8S7W86x5LGyH/ZVJ41GQ2ZmJgC2Dk5sPZOIVmWNSpvP6M92UGTVCJ9GNrT2cqBrYxd6NnPFycayxuMUQpjOnXw/3Ynk5GT27NkDQG5uLmFhYaxbtw47OzvuvffeKh1bCCGEENWj2hIMUVFR7N27l/j4+HKbRSkUCubMmVNdIdQKR48e5fPPPyckJITw8HD+85//8N5779203apVq/jkk08IDw/H3d2dsWPH8vbbb2Nra1ul8+fk5KDVarGwkFySEEJUxGnkKGOCoeDCBfLDwrBu3drMUQloOD2fsrOzAcr9/rezswMgKyvLuGzHjh3odDqefPLJUtsGBgYaG/FWpLxRr9bW1mi1WrmWqCWaezjwn+FtmL3xDABbQuMZ0zWZvi3dazSO4vJISpUFI748THxmAcPVKtyVkJeTTUyWJRHXcth/+Rrf7I/EQqmgexMXhrbz4t72XmabdSFEfaBWq6t1pkJ57uT76U6cPXuWMWPGGN+vX7+e9evX39Z3mhBCCCFqlsnvFPPz83n66adZs2YNcOuayA0hwXDgwAEOHjxIr169uHbtWpnbbNiwgUmTJjFjxgyGDh1KWFgYs2bNIiMjg6+//rqGIxZCiIbLqmkTrIM7kH/KML0/49eNWM96w8xRCbjR82nWrFmllj/33HNYWFgwZcoUM0VmfvLApWF5rHsAG45f4XhMOgBzNp5h2yt9sLZU1VgMqamG8kgpRZbE5xgGEuXo1biTg52i8KbtNTo9IeEphISn8Pbms/Ro4srIjj7c194bJ1uZ2VCWkklTnU4nfVDqMZ1OZ3xdX5LlVdGvXz/p5SKEEELUMSZPMMycOZMffvgBDw8Pxo0bR9OmTRt0HdYXX3yRl19+GaDUqMuSfvrpJ3r16sWCBQsAGDBgAElJSSxevFgSDEIIUcMaPfAACdcTDJm//47HzBko5MGO2TWUnk/F10y5ubllrs/JyQHAwcGhxmIStYtSqeD9B4MYsXg/Wp2emNRcFu+8xOtDa2a2lU6nZ+Wus6iBLL0VAJYqBT7urpCaxv8Fu+If1JXIazmciE3nn/AUUnNuJB30evgnIoV/IlKYu+ks/Vq582AnXwa08cDKouaSJLWdQqFArVZTWFhITk6OsZG2qH+Kf6+r1epanWCQ7ychhBBClMfkCYaffvoJNzc3Tp48iZeXl6kPX+dUZrSRRqMxNscr5uTkVGo0ixBCiJrhMGwYCe+9D1otmuRk8k6ewrZz1evYC1EZAQEBAFy5cqXM9cXLAwMDaywmUfu08XbkqV5N+HpvBABL90bwQEdfWnhW/4O9//5+nouxCbS3gGy9FcF+Tnw8JphrEWf466/L2CkKGdjG07i9TqfnRGw6f51NYGtoPHHpecZ1hVod284lsu1cIo7WFgzv4MPozr50CXSu1Q9aa4qDgwMpKSkkJiYChhI0MpOh/tDpdOTk5Bj/fst7MF9bRvPXt++njIwMLl26hJ+fnzy3EEIIIarI5AmG7Oxshg0bVuNf0seOHWP79u0cPnyYw4cPExcXB1R8QZaXl8f8+fNZu3YtMTExuLi4MGzYMObNm4evr29NhM7EiRMZM2YMGzZsYPDgwVy4cIHFixfz3HPP1cj5hRBC3GDh7Ixtt27kHjwIQNa2bZJgEDUmODgYgOPHj5e5vnh5hw4daiwmUTu9PKgFW64/sC/S6vnPxjP89EyPan0wv/1cIt/sj6SfpaEskouzM5883QM7KwsKrxkGy/y7/rpSqaBLoDNdAp2ZdW9rTsSm89vJq2wJvcq17BszGzLzNfx4OIYfD8cQ6GrLQ538eKizL/4uVetHVpe5urqSk5NDfn4+V69eNXc4ohpZW1vj6up6y23MnXSri99P27ZtY+3atbz44ot06nTjWm7x4sXMmDGDwsJCFAoFL774IosWLTJjpEIIIUTdZvIEQ/v27cnMzDT1YSs0b948Nm3adFv75OfnM2DAAA4ePIi3tzejRo0iKiqKFStWsGXLFg4ePEjTpk2rKeIbRo4cyVdffcUjjzxCUVERAI8//jjvv/9+tZ9bCCHEzRyGDC6VYPCYOcPsN/aibFFRUezdu5f4+HgKCgrK3KYu9Xy65557cHJyIjw8nJMnT9KxY8dS69etWwfA/fffb4boRG1iq7bgnZHteGr1UQAOR6byx5kE7gvyrpbzJWTk8/q6UwA4KAz/1p4bGoydleF2orh8yq0avCoUCjoHONM5wJnZw9uw//I1Np6I46+zieQVaY3bRafksmjHRRbtuEiPpi6M6eLPvUFe2KobVqNxlUpFQEAAKSkpZGVlUVh4c38LUbep1WocHBxwdXVFpardJcLq4vfTN998wx9//MHnn39uXHb69GmmTZuGSqWiR48enD9/ns8//5x+/foxatQoM0YrhBBC1F0mv0qfPn0648aN48SJE6VGCVS3nj170qFDB7p160a3bt1o3LhxuQ8air333nscPHiQnj17sm3bNuON0cKFC5k+fTqTJ09m9+7dxu3T09NJSEi45TFtbW2N00cr6++//2batGm8+eab9O/fn0uXLvHmm28yY8YMPvroo9s6lhBCiKpzGDSIxHnvgV5P0dWr5J89h037duYOS5SQn5/P008/zZo1a4Bbz1isSwkGtVrN1KlTef/993nhhRfYtm0bdnZ2gOH6JDQ0lL59+9KlSxczRypqg0FtPRnY2oO/w5IAQ/miAa09qqXh839+PU16rmEgTHGCwdvjxojr4vIuWVlZ6PX6CpOyFiol/Vp50K+VBzkFGv48k8CvJ+I4EH6Nkv+cD0akcjAilbm/nWV4kDdju/nROaDhlFBSqVR4eHjg4eGBXq+vNeVyRNUpFIo69f9xXfx+On78OB07dizVE3LlypXG/z722GNERkbStm1bvvzyS0kwCCGEEHfI5AmGMWPGcOXKFQYPHszUqVMZPHgwvr6+5dYLvd2H8eWZOXPmbW1fWFjIkiVLAPjiiy9KXXS8+uqrrFq1ij179nDs2DHjRdLatWsrLFvUt2/fUkmJypg+fTpjx47l7bffNh7Dzs6O8ePH8+qrr+Ltfecj0aysrKRWqxBC3CZLDw9sOncm79gxwDCLQRIMtcvMmTP54Ycf8PDwYNy4cTRt2rTUd3ltsXXrVubNm2d8XzwCuUePHsZlc+bMYfjw4cb3s2fPZseOHYSEhNCiRQt69+5NdHQ0hw4dwt3dneXLl9fcB8DwEEyuJWqvN4e3Yc/FZDQ6PVfS8lh+IJLn+zU36Tm2n0s0JjHUaFArDLMNGjVqZNym+N+fRqOhoKAAa2vrSh/fzsqC0V38GN3Fj/iMPH49Ece6Y1eISM4xbpNdoOGno7H8dDSWZu52PNItgAc7++Jmb2WCT1g31LUH0qJ2qw/fTxVJTEykW7dupZb9/fffNGrUiEceeQSAJk2a0LdvX86dO2eOEIUQQoh6oVrmGXfo0AEXFxfmzZtX6qLl3xQKBRqNpjpCqNCBAwfIyMigWbNmZc60ePjhhwkNDWXz5s3GBMOUKVOYMmWKyWO5ePEiTz75ZKllwcHBaLVaoqKiJMEghBBm4Dhk8I0Ew19/4f7KNHmwU4v89NNPuLm5cfLkyVrdnDE5OZlDhw7dtLzksuTk5FLrrK2t2bVrF/Pnz2fNmjVs3LgRFxcXJk2axLx58/Dz86v2uEtSKpVyLVGLNXO3Z0LPxiw/EAnAl7vCebiLHx4OlX/Afyt5hVre/u2s8f3dftZwzZBQUKvVxuVqtRorKysKCgrIysq6rQRDSd5ONjzfrznP9W3Gydh0fjl2hc0nr5JVcOOeITw5h/d/P8+CP8MY3NaTR7sH0Ku5G0ql/I4WorLqw/dTRVQqFfn5+cb3qampnDlzhhEjRpT6XnN3d7/pswohhBCi8kyeYNiyZQsPPfQQGo0GNzc3AgMDa+WIwlOnDDVkO3fuXOb64uWhoaHVHou/vz8nTpwotay4SVZgYGCF+7drV/ao2vDwcJo1a1b1AIUQogFyGDyYxPkfAFAYHU3BxUtYt2pp5qhEsezsbIYNG1arkwsAkyZNYtKkSbe9n42NDe+++y7vvvuu6YMS9c7LA1uw4cQV0nOLyC7QsHDbRT4YbZpGq1/vDScuPQ8AC6WC8Z3d2Let9OyFYg4ODsYEg7u7e5XOq1Ao6BTgTKcAZ+YMb8tfZxP46Ugs/0SkGLfR6PT8cSaBP84k4OdswyPd/Bnbzd9kyRUh6rOG8P3UuHFjQkJCKCoqwtLSkg0bNqDX6xk8eHCp7VJSUipssi2EEEKI8pk8wTB37lz0ej0rVqxgwoQJtXa0Z0xMDEC5oyyKl0dHR1fpPMnJyezZsweA3NxcwsLCWLduHXZ2dtx7770APPPMM8ycORMfHx8GDBjAxYsXmT17NiNHjsTHx6dK59fpdJWqgyuEEKI0Sx8frIOCyD99GjCUSZIEQ+3Rvn17MjMzzR1Gg1Bc912uJWovJ1tLXhnUkrnXZxr8dDSW8T0DaefjVKXjJmXm8/WeCOP7J3s1wVaRbjin083HdnBw4Nq1a2RnZ1fpvP9mo1bxQCdfHujkS3RKDr8cvcK6Y1dIyLwxMvlKWh4fb7vIpzsuMaSdJ+PuCqRnU1eZ1SDqPOm7cef+7//+j//85z/06dOHu+++mxUrVmBpackDDzxg3Eav13Ps2DFatWplvkCFEEKIOs7kCYbz58/Tp08fJk6caOpDm1TxjY+trW2Z64sbVmVlZVXpPGfPnmXMmDHG9+vXr2f9+vUEBgYSFRUFwLRp01AqlSxbtoyFCxfi6enJY489dsvyUv8+R1natWtHZmYmWq0WC4tqqYYlhBD1msOQwaUSDO4vTjVzRKLY9OnTGTduHCdOnCiz1KEwHZ1OJ9cSdcBjdwXw3cFoLidlo9fD27+d5edne1YpMbRw+0Xyigz9Flzt1Ewd0JwDu/8Gyk4wFM9arur1860Eutrx2tBWTBvUgr2XkllzKJadYYnorj+D1ej0/H46gd9PJ9DUzY5xPQJ5uLMfTraW1RaTEDVBkry376WXXmLTpk0cOnSIQ4cOoVQq+eijj/D19TVus3PnTpKTk6ulFLIQQgjRUJj8TtHNzQ03NzdTH7bO6tevX4WjTlQqFa+88gqvvPJKDUUlhBCiMhyHDCH5k4UAFFy6REFkJFZNmpg5KgEwZswYrly5wuDBg5k6dSqDBw/G19e33F4BAQEBNRyhEDXLUqVk9vA2TFpxBIAjUWlsOB7H6C53VhM9LCGTn4/GGt9PG9QCB2tLMjIygPJnMED1JhiKWaiUDGjtyYDWniRk5PPz0VjWHo7hasaNWQ0R13KYt+UcH/0VxgMdfU0yq0MIUXfY2dkREhLC3r17SU5OpmPHjrRo0aLUNiqVikWLFnH//febKUohhBCi7jN5guHhhx/mxx9/JD8//46bu9WE4hFWubm5Za7PyckBbtwoCSGEaHjUgYFYtWpFwYULAGTt2IHV00+bOSpRrEOHDri4uDBv3rxbzvpTKBRoNJpy1wtRX/Rr5cGQtp5sO5cIwPw/zjOorSdONrc/en/+72HGWQFN3e14pLshSXerBEPx9bWpSyRVxMvJmpcGtuCF/s3ZfSGJ7w9Gs/tiMsVjfPKLdKw9EsvaI7F0a+zMxLsbM7SdF5YqaV4uRH2nVCrp169fuev79et3y/VCCCGEqJjJEwzvvfce//zzDyNHjuSrr76qtU2Gi0cyXrlypcz1xcsr02RZCCFE/eUwaJAxwZCzZy9ukmCoFbZs2cJDDz2ERqPBzc2NwMBA48NNIRqyt+5vy95LyeQX6biWXcgn2y7w7qj2t3WMbWcT2HMx2fh+1r1tjA/ji3ufODo63rSfuRIMxVRKBQPbeDKwjSexqbn8cCiGn47EkJZbZNzmSFQaR6LS8HK0ZnzPQB7tHoCLndos8QohhBBCCFEfmDzBMGLECFQqFX///TetW7emcePG5ZYsUCgU/P3336YOoVKCg4MBOH78eJnri5d36NChxmISQghR+9j368u1L74AIPfECbSZmajKeLAmatbcuXPR6/WsWLGCCRMmSG1qIa7zc7blxQEt+OgvQ2L0+4PRjO3qT3vfypUGyswvYs6mM8b3PZq6MKiNBwAajcaYPLjVDIbimcDm5O9iyxv3tmbaoBb8fjqeVf9Ecyo23bg+ITOfj/66wOd/X+Khzr48cU8TWnrKzGUh6qPc3Fx27drFpUuXyMrKKrOEsUKhYM6cOWaITgghhKj7TJ5g2L17t/G1VqslPDyc8PDwMrc158OAe+65BycnJ8LDwzl58iQdO3YstX7dunUAUotRCCEaOOt27VC5uKBNTQWtlpyQEByHDTN3WA3e+fPn6dOnDxMnTjR3KELUOk/3bsr641eISM5Bp4fZG8+w/rm7USkrvvb+4I8wEjMLAFCrlLz/YJDxmr149oKFhQW2trY37WvuGQxlsbZU8VBnPx7q7MeJmDRWhUSx9XQ8RVrDA8YCjY4fD8fy4+FY+rR05+neTejV3E2SlkLUEytXruSVV14x/v4C0Ov1pf6NF7+XBIMQQghxZ0xeeDQyMrLSPxEREaY+faWp1WqmTp0KwAsvvFBqpNXChQsJDQ2lb9++dOnSxVwhCiGEqAUUSiX2vXsb32fv2WvGaEQxNzc33NzczB2GELWS2kLJuyNvlEU6GZvOgj/DKtzvUEQKaw7FGN+/NLA5zdxvlB4r2X+hrAfwxQmGvLy8Wtn3pFOAM58+0okDbwzg5YEtcLMvXRpp78Vkxn97mHs/28f6Y1co1OjMFKkQN5Q12l5Uzo4dO3jyySdRKBS8+eab9OzZE4Cvv/6a119/nebNm6PX65k6dSrLly83c7RCCCFE3WXyGQzm6lmwdevWUg0eCwsLAejRo4dx2Zw5cxg+fLjx/ezZs9mxYwchISG0aNGC3r17Ex0dzaFDh3B3d68XFxlqtbrM8lRCCCEqz75vHzI2bQIge+9e9DodCvndalYPP/wwP/74I/n5+VhbW5s7nHpNoVDItUQd1KuFG6M6+rDp5FUAlu6NoLGrHY/dFVDm9vlFWmZtOG1839rLgWf7lu6lVpxgKKv/AoC1tTVKpRKdTkdOTk6ZZZRqAw8Ha14Z3JLn+jVj86mrfLs/krCELOP6sIQspv9yio/+usCTvZrwSHd/HKxvv1G2EKYks2pu3yeffIJCoWDXrl0EBwfzxBNP8M8///D09X5a7733HjNmzGDp0qU888wzZo5WCCGEqLtMfreYnZ1NaGgo165dK3eba9euERoaatL6rMnJyRw6dMj4UzzSo+Sy5OTkUvtYW1uza9cu5syZg62tLRs3biQ6OppJkyZx/PhxmjZtarL4zKX4Rk8IIcSds7vnHrj+u1SbkkL+2XNmjki89957NG7cmJEjR5ZbilGYhlKplGuJOuq/DwbR1vtGMmDOpjPsv3TzNXqhRsdbm84Qcc1wba5UwAejOxgbOxcrLjFSXuJAqVRiZ2cH1K4ySeWxtlQxpqs/f7zcmx+euot+rdxLrU/IzOf9389z9wc7+eivMK5lF5gpUiHEnThy5Ag9evQw9l/8NwsLCz7++GM8PDyYO3duDUcnhBBC1B8mv1tcuHAhnTp1uuXNfnh4OJ06deKzzz4z2XknTZqEXq+/5c+kSZNu2s/GxoZ3332Xy5cvU1BQQHx8PCtWrMDPz89ksQkhhKjbVE5O2HTqZHyfvXePGaMRACNGjEClUvH333/TunVrWrRoQb9+/RgwYMBNPwMHDjR3uEKYhZ2VBd9O6oqHgxUAWp2e5344Rkj4NXQ6w2Cc6JQcHv5fCD8fvWLc74l7mtDRv9FNxytZIqk8tbEPQ0UUCgX3NHdj5RPd2f5KH8Z29cNSdWO0eFa+hi92hXPPBzuZu+kMV9JyzRitEKKysrOzCQi4MWvLysrwuzAr68aMJaVSyV133cW+fftqPD4hhBCivjB5iaTNmzfTvHlz7rrrrnK3ueuuu2jWrBkbN27kzTffNHUIogSdTndTEyshhBC3z75vX/KOHQMMZZLcX3jBzBE1bLt37za+1mq1hIeHlzu4Qb4Dq6Z4oIb8OdZN3k42fDuxG2O//oe8Ii1Z+RoeW3YIdwcrejd3Y9u5RLILbvRLaO/ryPQhLcs8VmUSDMUzGEw5U7kmtfB04MOHg3l1cCtWhESy5mAMWdf/fAo0Olb9E80Ph2J4sJMvz/dvThM3OzNHLIQoj5eXF6mpqcb33t7eAFy8eLFUr8XU1FTy8vJqPD4hhBCivjB5giEiIoJevXpVuF2bNm0ICQkx9enFv2RnZ6PVarGwMPlftRBCNCj2ffuQvHAhAPmhp9GkpmLh4mLmqBquyMhIc4fQYOh0OrmWqOOC/Jz49JGOTPn+GMX9YpOzCthwIq7Udo92D2Du/W2xtlSVeZyKejBA3ZzBUBYvJ2tm3duGF/o35/uD0SzfH8m1bEOPN41Ozy/HrrD++BXuD/Zhav/mtPB0MHPEQoh/a926NZcuXTK+v/vuu9Hr9Xz44YesXbsWhUJBSEgIO3fuLLeMkhBCCCEqZvI7xby8PGxsbCrczsbGps7feAghhGg4rFq2xMLTE01iIuj15Ozfj9PIkeYOq8EKDAw0dwhC1ClD23mxfGI3vt4bzpGoNLTXSyQBOFhZMH90ECM6+NzyGBX1YIAbCYa6OoPh3xytLXm+X3Mm39OEX45d4X+7w4lLN4x01ulh08mr/HbqKsODvHlpYAtaSqJBiFpj+PDhvPzyyxw+fJju3bszcOBAOnTowLp16/D19cXb25szZ86g0+mYNm2aucMVQggh6iyTJxj8/f05cuRIhdsdOXIEH59b38QIIYQQtYVCocC+Tx/Sf/kFgOw9eyXBYEbZ2dlERETg4+ODm5tbmdtcu3aNq1ev0qxZM2PZFiEasv6tPejf2oO0nEJ2hiWx60ISKqWC6YNbEeBqe8t98/PzKSgwNDm+1QyGutTk+XZYW6oY3yOQR7r5s/FEHF/uDifyelNsvR62hMaz9XQ89wV588qgFjT3kESDEOY2YcIEWrZsiaenJ2Dot7B161aefPJJduzYQUJCAk5OTsyYMYPHH3/czNEKIYQQdZfJmzwPHTqUqKgoFi1aVO42n332GZGRkQwbNszUpxdCCCGqjX3fPsbX2fv3o9dqzRhNw7Zw4UI6depUbt8FgPDwcDp16sRnn31Wg5EJUfs526kZ3cWPJY915rNHOlWYXIAb5ZGsra2NjVIBiDoAu/4LaVFA/SmRVB5LlZIxXf3Z8WpfPnukI8097I3r9HrYGhrPkEV7eeWnk0Rdqx+zOIR56fX6ijcSZXJycmLo0KGlZj36+vry559/kpmZSVxcHNeuXWPWrFlmjFIIIYSo+0yeYJgxYwaOjo689tprjBgxgt9++42zZ89y9uxZfvvtN0aMGMGrr76Ko6MjM2bMMPXphRBCiGpj26MnWFoCoMvIIP/MGTNH1HBt3ryZ5s2bc9ddd5W7zV133UWzZs3YuHFjzQUmRD2VlpYGgLOz842FWQnww8OwZwGsexKo/wmGYiqlglEdfflrWh8WP9qJFiUSDTo9/HoijoEL9zBzXShX06V5rKg6hUJh7hDqFVtbW7y9vVGpyu45I4QQQojKM3mJJD8/P3777TdGjx7N77//zh9//FFqvV6vx83NjV9++UXqJwshhKhTVPZ22AYHk3v0KAA5/xzERpoCmkVERAS9evWqcLs2bdoQEhJSAxEJUb+lp6cD0KhRoxsLz22ColzD67ijkJvaYBIMxVRKBfcH+zA8yJutp+P5dMdFwpMNMxe0Oj0/HY3l15NxTOgRyPP9m+NipzZzxEIIIYQQQpiWyRMMAL179+bChQssW7aMv//+m9jYWMDQn2HQoEE89dRTpUc/CSGEEHWEbc8eNxIMBw/iNuVZM0fUMOXl5WFjY1PhdjY2Ng3mQacQ1anMBENyWOmNrh7Hwc+Q+CsoKKCoqAjL67O+6jvl9UTDfUHebDoZx6c7LhGTaki+FGp0fLM/krVHYnmmT1Oe6t0EW3W13IYJIUoYMGBApbZTq9W4urrSsWNHHnnkEfz9/as5MiGEEKJ+qbYrW2dnZ2bMmCFlkMxMrVbLdFohhDAhux49uLZ4CQB5x4+jKyhAWbIeuagR/v7+HDlypMLtjhw5go+PTw1EVH8pFAq5lhDGBEOpQUKxh0tvFHccq2YDsbCwQKPRkJWVhYuLS80FWQuolAoe6uzH/cE+/HL0Cp/9fZHETENz7OwCDQu3X+S7g9FMG9SC/+vqj4XK5BVrhRDX7d69GzB8j5XXy6Lkuh9//JHZs2ezYMECpk2bVkNRCiGEEHVfla9omzZtyrRp09ixYwcajcYUMQkTsra2lrqSQghhQjZBQShsDQ1R9YWF5J04YeaIGqahQ4cSFRXFokWLyt3ms88+IzIykmHDhtVgZPWPUqmUawlh7MFgnMGQnwmJZ0tvFHcchUKBg4MD0HDKJJXFUqXksbsC2PN6f2bd25pGtjdmciRnFfCfX88w9NO9/H0+UZr4ClFNIiMjefnll7GwsGDcuHH89ttvnDx5kpMnT7J582Yef/xxLCwsePHFF9m/fz///e9/sba2Zvr06Wzbts3c4QshhBB1RpUTDBYWFnz++ecMHToUNzc3HnnkEdasWWO8CRFCCCHqE4VajW3XLsb3Of8cNGM0DdeMGTNwdHTktddeY8SIEfz222+cPXuWs2fP8ttvvzFixAheffVVHB0dZTalECZwU4mkuKPAvx6Mxx0Dvd6YYMjMzKyx+Gora0sVz/Ztxp7X+/Ncv2ZYWdy4/QpPzuHJVUcZ980hzl7NMGOUQtRPBw8eZPHixWzZsoXvvvuOESNG0KFDBzp06MDw4cNZvXo1W7Zs4csvvyQ6Opo33niDjRs3otfrWbx4sbnDF0IIIeqMKicYLl68yPnz55k/fz5BQUGsX7+e8ePH4+npSb9+/Vi4cCGXLl0yRaziDuj1ehkVJYQQJmZ3Vw/j69yDkmAwBz8/P3777TdcXV35/fffefDBB40PDR588EF+//13XF1d2bRpE4GBgeYOt06TawmRl5dHQYGhzI8xwRBz6OYNc5IgM86YYMjKyqqhCGs/JxtLZg5rze7X+zG2qx/KElXHQsJTGLF4PzPWnSIpK998QYpaSX7/3rmPP/6Y3r17M3jw4HK3GTx4ML169eKTTz4BoH///gQHB3P48OFy9xFCCCFEaSYp+tmqVStmzJjBvn37SEhIYMWKFYwcOZITJ07w2muv0bp1a1q3bs3MmTPZt2+fXCTVoKysLLRarbnDEEKIesWu540EQ96ZM2gbcBkQc+rduzcXLlzggw8+YNCgQbRq1YpWrVoxaNAgFixYwIULF+jbt6+5w6zzdDqdXEs0cMWzF+zs7FCr1YaFsWUkGAASTuPo6AjIDIayeDvZ8OHDwfz+cm96t3AzLtfr4eejVxjw8R6+3hNOgUb+zYnSpBfO7Tt//nyl+jD5+PgQFnajaX2LFi2Mv/eEEEIIUTGTdxVzdXVlwoQJrFu3jmvXrvHHH3/w3HPPkZ+fz0cffUS/fv3w8PBg4sSJrF+/vkHXZhVCCFE3WbVujcrJyfBGqyX3cMXNhkX1cHZ2ZsaMGfz111+cO3eOc+fO8ddff/H666+XbkYrhLhjN/Vf0OngytEbGyhv9BcgPVZmMFRCay9HVk/uzoonutHcw964PLtAw/w/whi6aC+7wpLMGKEQdZ+trS1Hjx695QBHvV7P0aNHsb3eXwsgPz/fmCgVQgghRMVMnmAoydLSkqFDh7JkyRKioqI4efIkb7/9Nk2bNuX7779nzJgxuLm5sWzZsuoMQwghhDAphVKJ7V13Gd/nHPzHjNE0DE2bNmXatGns2LEDjUZj7nCEaFBu6r+QkwyFJZIHre+78TojVmYwVJJCoaB/Kw/+fLk374xsh5PNjURNVEouT6w8wlOrjhKbmmvGKIWouwYNGsTly5d58cUXyc29+d9RXl4eL7/8MpcvX2bIkCHG5ZcuXcLf378mQxVCCCHqtGpNMPxbhw4dmDNnDocOHSIuLo6vv/6aIUOGkJEhTc2EEELULSXLJOUeLKdUiDAZCwsLPv/8c4YOHYqbmxuPPPIIa9asMY6sFkJUn+IEg3FWUMaVGyutnMCj3Y33GVdwuj7DS67xK8dCpWTi3Y3Z/Vo/JvQMLNWfYcf5RAYt3MOnOy6SXyRlk4S4HfPnz8fV1ZWvvvoKf39/xo0bxxtvvMEbb7zBuHHj8Pf354svvsDd3Z33338fMJRVunDhwi37NgghhBCiNAtzndjLy4unn36ap59+2lwhCCGEEHfMtseNBEPBxYtoUlKwcHU1Y0T128WLF7lw4QKbNm1i8+bNrF+/nl9++QWVSsXdd9/NyJEjuf/++2nRooW5QxWi3rlpBkNmiQSDk5/hp1jGFeMMhqysLHQ6HUpljY5pqrOc7dS8O6o9j3YPYO6msxyOSgWgQKPj0x2X2HgijnkPtKd3C3czRypE3RAYGMg///zDs88+y86dO/nxxx9v2mbgwIF89dVXBAYGAoYZk/Hx8cZEqRBCCCEqZrYEgxBCCFGXqRs3xsLTE01iIgA5Bw/iNHy4maOq31q1asWMGTOYMWMGKSkpbN26ld9++43t27ezd+9eXn/9dVq0aMGoUaMYMWIEvXr1kqaYQpjATT0YMm6dYHBwcEChUKDT6cjOzpZa5repjbcjPz3bg00nr/L+7+dJzioADGWTxn97mJHBPswe0QYPB2szRypE7desWTN27NhBeHg4Bw4cID4+HgBvb2/uvvtumjdvXmp7KysrPD09zRGqEEIIUWeZPMGwevXqSm2nVqtxdXUlODgYDw8PU4chhBBCVCuFQoFdjx5kbNoEQK4kGGqUq6srEyZMYMKECRQVFbFz5042b97Mli1b+Oijj/j4449xcXHhvvvuY+TIkQwdOhR7e/uKDyyEKEWn0908g6FUgsG3dIIhKx6lXouTkxPp6emkp6dLguEOKBQKHujky8A2HizafomVIZHorvep/e3UVXZfSGL28LaM6eonidR67lYNikXlNWvWjGbNmpk7DCGEEKJeMnmCYdKkSbd1katQKBg0aBCLFy+WsgbVwNLSUm46hBCimtj2vJFgyDl82MzRNFyWlpYMHTqUoUOHsmTJEkJDQ9m0aRNbtmzh+++/57vvvkOtVrN48WIpzXgHFAqFXEs0YOnp6RQVFaFSqcruweDkB46+JfbQQ+ZVY4JB+jBUjYO1JW/d35aHOvvyn41nOBWbDkBmvoYZ60P59UQc8x8KorGbnXkDFdVOfg+bRkhICJcvX2bChAnmDkUIIYSoN0xeEPWtt95i/Pjx6PV67OzsePDBB3n55Zd5+eWXeeihh7C3t0ev1/P444/z5JNP0rp1a7Zt20bv3r2Ji4szdTgNno2NDSqVytxhCCFEvWTbtZvxdVF0DJpr18wYjSjWoUMH5syZw6FDh4iLi+Prr79myJAh8qDzDimVSrmWaMASEhIA8PDwuPH/QakEgz9YWoNdib4AmXHG2Q7Fsx9E1bT3dWLDc3cz74H2OFjdGCP2T0QKQz/dy9d7wtHqZKS7EBVZtmwZTzzxhLnDEEIIIeoVk89gGD9+PN27d2fy5Ml88sknNzVHyszM5NVXX+XXX3/l0KFDNG3alNdff51FixbxwQcfsHjxYlOHJIQQQlQLS1+fUn0Yco8fx3HIEDNHJUry8vLi6aeflpkLQtyh4gSDt7f3jYUlEwzFsxccvCAn2fA6KwFnZxfgRv8GUXUqpYLxPQIZ3MaTOZvOsP2c4bunQKNj/h9h/HEmgY8e7kALTwczRyqEEEIIIRoSk89gmDVrFs7OzixduvSm5AKAo6MjS5cuxdnZmTfffBOlUsn8+fPx9vbmzz//NHU4AqnbKYQQ1UWhUGDbpbPxfd6x42aMRojqI9cSDVdxQ1QvLy/DAk0B5CTd2KC4/4JDiQREdiIuLoYEQ0pKSk2E2aB4OVmzdHwXvhrXGXcHK+Pyk7HpDP98P1/uvoxGqzNjhEIIIYQQoiEx+QyGXbt2MWTIEJTK8nMXSqWS7t27s23bNsDQ8Dk4OJjdu3ebOhyz+/nnn1m1ahXHjx8nNzeX4OBg/vvf/9KrV69S261atYpPPvmE8PBw3N3dGTt2LG+//Ta2trZVOn9mZiZarRYLC5P/VQshhABsOnch8/c/AMMMBlEzVq9eXant1Go1rq6uBAcH4+HhUc1R1U9arVauJRqw4hkMxgRDZsmSpgpw9DG8tPe8sTgrHhc/Q4IhNTW1BqJseBQKBfcGedOzmSvvbjnHhuOGv5dCrY4P/7zA9nOJLBzbkSbSm0EIIYQQQlQzk98p5ubmGm9EbiUxMZH8/Hzje0dHx3p54/rpp5/SokULvvjiC+zt7VmxYgUDBw7k8OHDBAcHA7BhwwYmTZrEjBkzGDp0KGFhYcyaNYuMjAy+/vprM38CIYQQt1JyBkP+uXPocnNRVjE5LCo2adKk22p4qVAoGDRoEIsXL6ZFixbVGJkQ9UdOTg5ZWVkAeHpeTyBklEgwOHiByvL66xIzGLIScXV1NbzMyqKgoAArqxsj7YXpNLJVs3BsR0Z08GbWhtMkZhYAcCImnfs+28eb97Xm8R6B0iBYiOv0er3MyhNCCCFMzORP9IOCgti7dy979+6lT58+ZW6zb98+9uzZQ7duN5pjxsbG4u7uXub2ddnmzZuNN1gAgwYNIigoiC+++IKlS5cC8NNPP9GrVy8WLFgAwIABA0hKSmLx4sWSYBBCiFrOqmVLlHZ26HJyQKslLzQUux49zB1WvffWW28RFRXF6tWrsbe3Z8iQIQQEBACGa4pt27aRlZXF+PHjsbKyIiQkhG3bttG7d2+OHTuGr6+vmT+BELVf8aAhFxeXGwmCUg2e/W68dig9g8HGxgYbGxvy8vJITU0t3cNBmNyA1p5se8WFdzafNc5myCvSMmfTWbafT+Ljhzvg4Wht5ijFnZCH4ab1ySef8M4775g7DCGEEKJeMXkPhhkzZqDVahk6dCjPPvss27dvJywsjLCwMLZv386UKVMYOnQoer2eGTNmAJCRkcGxY8foUQ8fyJRMLoChPFT79u2JjIw0LtNoNDg6OpbazsnJCZ1OaqcKIURtp1CpsOnUyfg+99gxM0bTcIwfP57NmzczefJkYmNjWbduHQsXLmThwoX88ssvxMbGMnnyZLZs2cKMGTMIDQ3llVdeISkpiQ8++MDc4QtRJ9xUHgnKbvAMN/VgAHBzcwPg2rVr1RajuMHJxpKFYzvyv8c742KnNi7fezGZYZ/tY8f1ptCibpJZKKbh6upKYGCgucMQQggh6hWTJxgeeughFi1ahF6vZ9myZQwbNox27drRrl07hg0bxtKlS9HpdCxatIgHH3wQMDR/e+edd3jllVfu+LzHjh3jgw8+4KGHHsLPzw+FQlGpi7C8vDzeeustWrZsibW1NT4+PkyePJm4uLgK970TWq2WI0eO0Lx5c+OyiRMnsmPHDjZs2EBWVhZHjx5l8eLFPPfcc9USgxBCCNOSRs81b9asWTg7O7N06VKcnJxuWu/o6MjSpUtxdnbmzTffRKlUMn/+fLy9vfnzzz/NELEQdU+ZCYbM8mYwlNgmy9AYurjvSVJSiabQotoNa+/NX9P6MKjNjb4zqTmFPLX6KLM3niavUGvG6IQwj8LCQg4fPsyvv/7Kr7/+yuHDhyksLDR3WEIIIUS9UC1ND15++WVGjhzJt99+S0hICPHxhpsMb29v7rnnHp544gmaNm1q3L5p06bMnDmzSuecN28emzZtuq198vPzGTBgAAcPHsTb25tRo0YRFRXFihUr2LJlCwcPHiwVpyksWbKEmJgYnn/+eeOykSNH8tVXX/HII49QVFQEwOOPP877779v0nMLIYSoHjaduxhf5508iV6jQVEP+wrVJrt27WLIkCEoleWPlVAqlXTv3p1t27YBhobPwcHB7N69u4aiFKJuK04wlCpvVKpEkv+N1/YlEgz5GVCUZyx/KgmGmufuYMWyCV1ZcziGeVvOkV9kmBn9/cEYjkSmseSxTrTwdDBzlEJUv/z8fN566y2+/vprsrOzS62zt7dnypQpvPPOO1hbSwkxIYQQ4k5V29OPJk2a8N5771XX4W/Ss2dPOnToQLdu3ejWrRuNGzemoKDglvu89957HDx4kJ49e7Jt2zbs7e0BWLhwIdOnT2fy5MmlHkKkp6dX2MDa1tbWWAP63w4dOsQbb7zB7NmzCQoKMi7/+++/mTZtGm+++Sb9+/fn0qVLvPnmm8yYMYOPPvqokn8CQgghzMWmQxBYWIBGgy43l/ywC9i0b2fusOq13NzcCr+TARITE8nPzze+d3R0xEKSP0JUqLCw0FjaqHSJpBKzfJ1KlEiy9wAUwPV68VkJxhkMycnJ1RusKJNCoWDcXYHc1cSVl9ee4OzVTAAuJGYxcskB3hnVjjFd/KT0jqi3CgoKGDRoEP/88w8AHTp0oHHjxigUCqKiojh16hQff/wxBw4c4O+//5Zm9EIIIcQdqjd32Lc7A6KwsJAlS5YA8MUXXxiTCwCvvvoqq1atYs+ePRw7dowuXQwjU9euXVth2aK+ffuWOTIyKiqKUaNGcf/99zN37txS66ZPn87YsWN5++23jcews7Nj/PjxvPrqq1VqimdpaSk3DUIIUc2UNjZYt2tL/qlQAPKOH5MEQzULCgpi79697N27lz59+pS5zb59+9izZw/dunUzLouNjTWOqhaVU9myk6J+SUpKQq/XY2dnV+o6ubj8EQAOPjdeqyzB1gVyUwzvc5Lx8GgLQGpqKkVFRVhaWtZA5OLfmnvY8+vz9/Dhn2F8s9/QBy6vSMuMdaH8E57C+w+2x1Zdb24LhTBatGgRISEh9OrViy+++KLUID+AM2fOMHXqVPbt28enn35a5aoKQgghRENV5R4Mqamp5ObmVukYubm5pKamVjWU23LgwAEyMjJo1qwZnUo05yz28MMPA7B582bjsilTpqDX62/5U1ZyIT09neHDh9O4cWNWrVp10036xYsXCQ4OLrUsODgYrVZLVFRUhZ+luMfFv3/Cw8OxsbFBpVJV4k9ECCFEVdiWKJOUK30Yqt2MGTPQarUMHTqUZ599lu3btxMWFkZYWBjbt29nypQpDB06FL1ez4wZMwDIyMjg2LFj9OjRw8zR1y1KpVKuJRqgkv0XjNeuRXmQn35jo5J9FwDsPW+8zk7Czs4OW1tbQMokmZvaQsnsEW35dmJXGtneSPT8eiKOUUsOcDkp+xZ7C1E3/fjjj7i7u7N169abkgsA7du3Z8uWLbi5ufHDDz+YIUIhhBCifqhygsHd3Z0XX3yxSsd44YUXjFOoa8qpU6cA6Ny5c5nri5eHhoZW6TyFhYU89NBD5ObmsmnTJmxsbG7axt/fnxMnTpRadvy44eFUYGBglc4vhBCiZth2LZFgOH4MvV5vxmjqv4ceeohFixah1+tZtmwZw4YNMybYhw0bxtKlS9HpdCxatIgHH3wQgJSUFN555x1eeeUVM0cvRO1XZoPn7MQSWyiul0Uqwc691LYKhcK4f2VKmonqN7CNJ3+83JtujZ2Nyy4lZTNqyX62hsbfYk9hLnI9cecuX75Mv379cHAov9+Ivb09/fr1Izw8vAYjE0IIIeqXKs+FLR65b4rj1KSYmBgA/Pz8ylxfvDw6OrpK53n++efZs2cPy5YtIzIykshIw7RkKysr48yJZ555hpkzZ+Lj48OAAQO4ePEis2fPZuTIkfj4+Nzq8ACcPXu2zOXt2kl5DiGEqCk2JWbDaZOvURQbi7qcnjzCNF5++WVGjhzJt99+S0hICPHxhodj3t7e3HPPPTzxxBM0bdrUuH3Tpk2l/IEQlRQbGwtQ+lo0q0SSwM7NUBappJIzGHIMfRe8vLyIiIgw/vsU5uftZMOPT/fg420X+d8ew0PVnEItL6w5zvGYJsy6tzUWqiqPQxMmJqXqbp+FhUWlqi3k5uZKfyYhhBCiCkzyLbp//34mT55cpf1rWna2YRpw8bTtf7OzswMgKyurSufZsWMHOp2OJ598stTywMBAY/mjadOmoVQqWbZsGQsXLsTT05PHHnuMefPmVencAJmZmWg0GrlgEkKIambh4oK6aVMKIyIAQ5kkSTBUvyZNmvDee++ZO4x6TavVyrVEA5OdnU1iomG2QuPGjW+sKJlgsP9XeSQoPaPh+myH4l5iMoOhdrFQKXnj3tZ0CmjEaz+fIqtAA8C3+yM5H5/Jksc642KnNnOUQlRNUFAQO3fuJCIiotSAg5IiIyPZuXNnuZUNhBBCCFExk9wpXr58mcuXL1fpGPV1REZleiioVCpeeeUVKdkghBB1nE2njsYEQ/7pUHjwAfMGJIQQd6D4+tXT09M46AYonWD4d/8F+FeCwdBzoWSCQafToVTKyPjaZGg7L1q+6MBz3x8jLMEwsCokPIWRS/azdHxX2vo4mjlCIe7cs88+y8SJE+nXrx9z587lscceM5YszsvLY+3atbz99tvk5+czZcoUM0crhBBC1F1VTjDs2rXLFHHUOHt7e4Byp0zm5OQA3LJeoxBCCFGSTVAQGes3AJB3puzydeLOpKamYm1tXe7Mw8rIzc0lPz8fFxcXE0YmRP0TcT1RetOI3+ySCQZPbmJ38wwGFxcX1Go1hYWFJCUlle7pIGqFJm52bHj+bmasC2XL9T4MV9LyGP1VCJ+MDea+IG8zRyjEnRk/fjz79+9n2bJlPPPMMzzzzDO4ubkBcO3aNcBQqvnZZ59l3Lhx5gxVCCGEqNOqnGDo27evKeKocQHXy1ZcuXKlzPXFy6XJshBCiMqybtfe+LogLAx9YSEKtZSYMAV3d3cmTZrEt99+e8fHeOGFF/juu+/QaDQmjEyI+qc4wdCkSZPSK0rNYCjjobN9iSbP13swKJVKfH19iYyM5MqVK5JgqKVs1RYsfrQT7X2dWPBnGHo95BVpef6H47w2pCUv9G9eb2eci/rt66+/ZsiQIXz++eccOnSI5GTD7ya1Wk2PHj148cUXGT16tJmjFEIIIeq2BjtHOTg4GIDjx4+Xub54eYcOHWosJiGEEHWbVauWYGloeqovLKSgiuUDxQ16vR69Xm+S4wghypeamkp6ejpKpfLmgTalejBUNIMh2fjSz88PKH9gj6gdFAoFU/o2Y+UT3XG0vjEO7eNtF3n151PkF2nNGJ0Qd2706NHs2bOH7Oxs4uPjiY+PJzs7m927d0tyQQghhDCBBtut75577sHJyYnw8HBOnjxJx44dS61ft24dAPfff78ZohNCCFEXKdVqrFu1Iv/MGQDyTp/Bum1bM0dVf+zfv5/JkydXaf/66uTJk7z44oscPXoULy8vpk+fztSpU80dlqiDIiMjAUNSwMrKqvTKCmcwlEgwFOVAYQ6o7fD39wcgNjbW1OGKatC3pTu/vnAPT648QlSKoZzsryfiiEnNZdmErtL8uYY1tMT4qlWrWLx4MZcvX6aoqIhWrVoxY8YMHnnkkds+1t69e/Hy8qJly5YAWFhY4Ol5c3L00qVLxMfH06dPnyrHL4QQQjREDTbBoFarmTp1Ku+//z4vvPAC27ZtMzaxW7hwIaGhofTt25cuXbqYOVIhhBB1iXX7dsYEQ/6ZM/B/Y80cUf1x+fJlLldxVkh9LPGRnJzM4MGD6d69O1u2bOH48eNMmzYNJycnxo8fb+7wRB1Tbnkk+FcPhjJKHdm6AQrg+gPRnGRQ2xlnMKSkpJCVlSU9zuqAZu72/Pr8PTz3wzEORqQCcCw6jYe+PMDKJ7rT2M2ugiMIU6uP319lSUtL44EHHqBjx45YW1uzceNGHn30UaytrXnggQdu61j9+vXjiSeeqLC84ocffsjy5cvRamWWjhBCCHEn6k2CYevWrcybN8/4vrCwEIAePXoYl82ZM4fhw4cb38+ePZsdO3YQEhJCixYt6N27N9HR0Rw6dAh3d3eWL19ecx+gmlhYWDSYi1EhhKgNbNq3J52fAMg7e8bM0dQfu3btMncItdb//vc/FAoFv/zyC7a2tgwcOJDIyEjmzZtnkgSDQqGQa4kGQqfTGWcw3NTguSgf8tJuvC+rRJLKAmxdIDfF8D47GZwbY2tri4+PD1evXiU8PPymmcOidnK2U7N68l28tekMa48YZp9EpeTy0FchfDuxK50CnM0coaiPpk2bVur9oEGDOHnyJD/88MNtJxigcjNAGtosESGEEMLU6k2CITk5mUOHDt20vOSy4oZOxaytrdm1axfz589nzZo1bNy4ERcXFyZNmsS8efOMo63qMltbW1QqlbnDEEKIBsM6KMj4uuDiJXQFBSj/XWZE3La+ffuaO4Ra66+//uK+++7D1tbWuGzMmDF89dVXRERE3Pyg+DYplUq5lmggkpKSyM3NxdLSEl9f39IrsxNLvy8rwQCGPgzGBMONfZo1a8bVq1e5fPmyJBjqELWFkvkPBeHvYstHf10AIDWnkEeXHWTxo50Z3Lac/w+EMCFXV1eKioqq7fhXr17F3t6+2o4vhBBC1Hf1JsEwadIkJk2adNv72djY8O677/Luu++aPighhBANjlWzZiisrNAXFIBGQ0FYGDbBweYOS5jJsWPH2L59O4cPH+bw4cPExcUBFY+WzMvLY/78+axdu5aYmBhcXFwYNmwY8+bNu+nB78WLFxkxYkSpZa1btwbgwoULVU4wiIajuDxSYGAgFhb/uk0o2X/B1hUsyqnD7+AJyecNr0skGJo3b86+ffuIiIhAp9OhVCpNGbqoRgqFghf6N8e3kQ2vrztFkVZPfpGOZ787ygejOzC2q7+5QxR3oCa+n6pCo9GQm5vLH3/8wfbt21m/fn2l9lu9enWp95cvX75pWclzXLhwgR07dpSqfCCEEEKI21NvEgxCCCFEbaCwsMC6TRvyTp4EIO/MGUkwNGDz5s1j06ZNt7VPfn4+AwYM4ODBg3h7ezNq1CiioqJYsWIFW7Zs4eDBg6WSBmlpaTRq1KjUMZydnY3rhKiscssjwb/6L5TR4LlYyZkNJRIMfn5+qNVqcnNziY+PN+mDSFEzHujki4ejFc9+d4ysfA06PcxYF0paTiHP9m1m7vDEbaqJ76c7lZCQgLe34feMSqXiyy+/5N57763UvpMmTTKW9VMoFBw4cIADBw6Uu71er8fa2pq33nqrynELIYQQDZUkGOq5zMxMNBrNzaPQhBBCVBvroCBjgiH/tPRhaMh69uxJhw4d6NatG926daNx48YUFBTccp/33nuPgwcP0rNnT7Zt22Ys27Bw4UKmT5/O5MmT2b17dw1Eb6DVauVaogHQaDRERUUB5TR4LjmDobzySP9eVyLBoFKpaNasGefPn+fcuXOSYKij7m7mxs/P9mTC8sMkZxl+l83/I4yUnEJm3dv6lv1aioqKSEhIICkpiZSUFFJSUkhLS0Or1aJUKlEoFFhZWdG4cWOaNWuGn5+f/N6pRjXx/ZSenk5CQkI5RzOwtbUlICCg1DI3NzeOHDlCVlYWf/75J1OnTsXV1ZXRo0dX+LneeustFAoFer2ed999l44dOzJq1Kgyt1Wr1fj4+DBkyBBjQkMIIYQQt69ar9iaNGlyW00Bi6dlCyGEEHWZTft2FI8bz5dGzw3azJkzb2v7wsJClixZAsAXX3xRqib0q6++yqpVq9izZw/Hjh2jS5cugGG2QkZGRqnjpKenG9cJURlxcXEUFRVha2uLp2cZCYSsO5jBkFW6b0NQUBDnz58nNDSUgQMHSpmkOqqNtyPrp9zN498eIiY1F4CleyPIyi/i/QeCUCoN93+5ubnExMQQHR1NbGws8fHxaLXaCo8fGxvLvn37UKvVtGvXjsGDB5fqMSNMoya+n9auXctzzz13y+P27dv3pqS5hYUFXbt2BaB///6kpqYya9asSiUY3n77bePrlStXMmjQIObOnVuZjyiEEEKIO1StCYZx48YZEww6nY6VK1ei1+sZOnQo7u7uJCcn89dff6FQKHjiiSeqMxQhhBCixpRq9BwegS4nB6WdnRkjEnXFgQMHyMjIoFmzZnTq1Omm9Q8//DChoaFs3rzZ+ACnZcuWhIWFldqu+H2rVq0qdd527dqVubywsFAaPDcQ586dAwzNmMt88F8qwXCLGQwOXiX2iS+1qkWLFlhbW5OVlUVUVJT0B6nDAlxtWfdcTyYuP8L5+EwA1h+ORJsaRz9fiImOLnPkup2dHd7e3ri6uuLq6oqLiwsWFhbo9Xr0ej2ZmZmEh4cTHh5Obm4uJ06cMPaZadOmTU1/zFrh3z0RCgsLy/2dffbs2WqL406+n6ZMmcKUKVOqfO6OHTuyYsWK296veFaWEEIIIapXtSYY3nvvPePrN998ky5durB+/XosLS2NywsLCxk9ejQajaY6QxFCCCFqjLpxY5S2tuhyc0GnI//8eWyvj8QT4lZOnToFQOfOnctcX7w8NDTUuGzo0KEsWbKEvLw8bGxsAFi3bh0tWrSQB7iiUrRaLadPnwYMswzKVDJZcKsZDCXXZZV+wGxpaUnbtm05fvw4oaGh8v9nHWev0vF+f2e+/fMyyuxkXBS5KK7A4Ss3tnFzc6Nx48b4+/vj7++Ps7NzhTPcO3bsiE6nIyYmhq1bt5KcnMxPP/1Eu3btGD58eIOdzXA7lQGqw518P5lKSEgIjRs3Nsmxvv32Ww4cOMDy5ctNcjwhhBBC1GAPhmXLlvH999+XSi6Aoe7hCy+8wOOPP84HH3xQU+EIIYQQ1UahVGLdrh25R44AhkbPkmAQlRETEwMYGuKWpXh5dHS0cdmUKVP4/PPPGTt2LNOmTePEiRN8/fXXt/XwpLxRr9bW1pUqaSLqtoiICHJzc7G1taVZs3Ka9VY6wVBiBkNOEmg1oLpxyxEcHMzx48c5d+4c9913H2q1uorRi5qSnp5OTEwMsbGxREdHk5SUBIA7wPVJLxk6a+J1Drh7+/POuL64NHK6o3MplUoaN27Ms88+y549e9i/fz9nz54lPT2diRMnNuj/b9RqdbXOVCjPnXw/3Yn+/fszevRoWrduTX5+Pps2bWLNmjUsXbq0Sscttn//flavXi0JBiGEEMKEaizBoNVqOXXqFEOHDr1p3cmTJ9HpdDUVihBCCFHtrIOCjAmG/DM1/yCgvpk8eTK9evVi8uTJt7XfggUL+Ouvv9i5c2c1RWZa2dnZAOWO0LW7XmorKyvLuMzd3Z3t27czdepUhg8fjqenJwsXLmT8+PHVH7CoF4pHHLdv3778kliZJRIMjpVMMOh1kJNcant/f38aNWpEeno6p06dolu3blUJXVST4obMV65cITY2litXrpCZmXnTdm5ubgQGBuLrH8CSIxnsDL/+uykW8jZd4stxnVFb3HmvDQsLCwYOHEjr1q35/vvviYuLY+PGjTz88MPSw6OG3cn3050IDg5m8eLFxMbGYmdnR9u2bdm8eTMjRoyo0nGFEEIIUX1qLMHw1FNPMWfOHK5du8b9999v7MHw22+/8dlnnzFt2rSaCkUIIYSodjbtb9RHzj8jjZ6rauXKlQC3nWAICwtjz5491RBR7dKxY0f2799v7jBEHVRQUMD58+cB6NChQ9kbFeZAQYlG4g4+5R9QbQfWTpB/ffvMq6USDEqlkh49evDnn38SEhJC586dpc+HmWm1Wq5du8bVq1e5evUqcXFxJCQk3DQATKFQ4O3tTUBAAP7+/gQGBpZq9PtVey1T15xg+zlDc+8d5xN58cfjLHmsM5aqqiUDfH19+b//+z9Wr17NuXPn2LlzJ4MGDarSMUXt9Omnn/Lpp5+aOwwhhBBC3IYaSzAsWLAANzc3Fi5cyMcff4xCoUCv1+Ph4cG8efN4/fXXayqUBkWlUpm9XqcQQjRE1u3bG18XRkWhvT7yT5heamoqLi4u5g7DJIof1uXm5pa5PicnBwAHB4cai0mhUMi1RD0WFhaGRqPBxcUFX1/fsjcqOXtBoQQ791sf1NG3RIIhDuhSanXnzp3Zs2cPaWlpnD9/nvYlfl+K6qXRaEhKSiIhIYGEhASuXr1KQkJCmf3wbG1t8ff3x8/PDz8/P3x9fW9ZmsjKQsUXj3XmhTXHjUmGv84m8tKPJ/j80U5VTjI0btyYkSNHsnHjRvbv34+rq2uZzYZF9aiN309CCCGEqB1MnmAYO3YsnTp14o033ih1M6pQKJgxYwbTp08nNjaWxMREPD098ff3l1FL1cjOzk7+fIUQwgws/f1BqYTrI0C1166ZOaL66eOPP2bOnDm8+eab/Oc//6nzJTMCAgIAuHLlSpnri5cHBgbWWExKpVKuJeqx4vJIHTp0KD+RlHX1xmt7z1I9Fcrk6ANJ5wyvM+NuWq1Wq7nrrrvYvXs3+/fvp23btnX+325to9fryczMJCkpicTEROPPtWvXyixNq1ar8fb2xtfXFx8fH3x9fWnUqNFtJxfVFkq+eKwzz31/jL/DDD0a/jiTwCs/neSzRzqhUlYtWdmxY0dSU1PZu3cvmzdvxtvbGy8vr4p3FFVWG7+f7oSrq6vxswghhBDCNEyeYFi3bh3r169n+vTpZY5wUalUNG7cmMaNG5v61EIIIUStoVAoUDk4oM0wjOLVllG7Wtw5rVbLlClTWL58OXq9nrfffpu//vqL77//vk5fYwQHBwNw/PjxMtcXLy+3lI0QtyErK4uIiAiggv+nshJuvL5Vg+dijiVmQpSRYADo3r07ISEhJCQkcPToUbp3716ZkMW/6PV6srKySE5ONv4kJSWRlJREQUFBmfvY2Njg5eWFl5cX3t7e+Pj44OLiYrIkj9pCyZePd2bKd8fYdSEZgC2h8dhbWTD/oaAqz4jq168fCQkJXLx4kV27dvHoo4+aIuxaS6/XmzsEoP58P3388cd8/PHH5g5DCCGEqFeqrUTShx9+yIEDB0hLS8Pd3Z2uXbsyYsQIunTpUvHOQgghRD2gdHQskWCoWtNDcUNqaioPP/wwu3fvpkWLFnzyySfMnj2bkJAQgoOD+fzzz5k4caK5w7wj99xzD05OToSHh3Py5Ek6duxYav26desAuP/++80QnahvTp8+jV6vx8/P79ZlxjJLzGBwvEX/hWJOfjdeZ5Q92tnW1pZBgwbx+++/s2PHDlq1aoWTk1MlI294NBoNqamppKSkcO3atVI/5SUSFAoFrq6ueHp6lvpxcnKq9rJnVhYqvnq8C0+vPsq+S4YZfGuPxGJvZcF/hrep0vmVSiWDBw/m0qVLXLhwgbi4uPLLe9Uj5i5VVxe/nyZPnkyvXr0q7N+0cuVK9u7dy/Lly2soMiGEEKJ+qbYEw9y5c0uNtti6dSvvvvsu99xzD19++aXUWq0hWVlZaDQaLCxqrN2GEEKI61SOjhRdf63LzLjltqJyLl68yIgRI7h8+TIDBgxg3bp1NGrUiKFDhzJr1iwWLVrE5MmT2bJlC0uXLjV3uLdNrVYzdepU3n//fV544QW2bduGnZ0dAAsXLiQ0NJS+ffvW6IANrVYr1xL1kE6n49SpU0AlRhxnlejBUJkZDCUTDOmx5W7WtWtXQkNDuXLlCr/++ivjxo3D0tKy4uPXUzqdjvT0dFJTU43JhOKf9PT0ckeyKxQKXFxccHd3N/54enri6upq1n+31pYqvh7fhQnfHuZodBoA3+yPxMHakpcHtajSsd3d3QkKCiI0NJRdu3bx+OOPmyJkcQu18fupIitXrgSoMMFw4MABVq1aJQkGIYQQ4g5V2xVn9+7dmTx5Mm3atCE9PZ0jR46wYcMG9u/fT8+ePfn1118ZNGhQdZ1eXFdbptQKIURDpHJyNL6WGQxVd+LECXr27ElaWhrPPvssS5YsMfYGsLS05OOPP+bee+9l4sSJbNiwgX/++QcPDw+zxrx161bmzZtnfF9YWAhAjx49jMvmzJnD8OHDje9nz57Njh07CAkJoUWLFvTu3Zvo6GgOHTqEu7u7PAARJrFnzx4SExOxsLCgXbt2t9641AyGyiQY/G+8LmcGAxhGoo8cOZJly5YRFRXFjz/+yCOPPHLLRsJ1XVFREenp6aSlpZGammr8b/HrsvojFFOr1bi5ueHq6oqbmxtubm64u7vj4uJSaxOAtmoLlj/RjceWHeRMnKFU4KIdF3G2s2RCz8ZVOna/fv04ffo0ly9fJiYmRurq3yb5frqhsLBQeg0JIYQQVVAtV6J+fn7s3r0bKysr47IRI0bwzjvvsHz5cl555RX+7//+j9DQ0AYxnVUIIUTDpHQomWCQHgxVFRoailKp5NNPP+Wll14qc5uBAwdy+vRpnn76aTZs2EB8fHyZ29WU5ORkDh06dNPyksuSk5NLrbO2tmbXrl3Mnz+fNWvWsHHjRlxcXJg0aRLz5s3Dz8/v34cT4raEhYWxZ88ewHCNXjwKuVylZjDcZomk7ATQFICFVZmbenh4MG7cOH744QciIiJYs2YNjz76aKn7iLpEp9ORnZ1NWlqaMZFQ8nVmBd8FKpUKFxcXXFxccHV1LfVjb29v9jI5d8LR2pJVT3Rn7Nf/EJ6cA8Dc387ibm/FvUGVSFiVw8XFhU6dOnH8+HF27dpVZ0vjmYt8Pxno9XqOHz+Ou7u7uUMRQggh6iyF3sRD3C0sLBg7dixr1qwpd5tt27YxbNgwXn75ZRYtWmTK04sS2rVrR2ZmJpGRkbV2VJMQQtRn8XPeIv2XXwBwffop+l8f2Xf27FlzhlUnKZVKHB0d+emnnxg6dGil9lm+fDkvv/wyubm5aLXaao6wfrK2tkar1ZKXlyfXEvVEcnIyy5Yto7CwkO7du3PfffdVvNPCdpB5fSbChE3QtN+tt9cWwXueoL/+727qUXC7dUmcmJgYvv/+ewoLC3FwcGDQoEEEBQWZrPGwqeh0OrKyskhPTycjI4P09HTjT/H7in7fqNVqnJ2dcXFxMf63+MfR0bHWfWZTic/IY/SXIVzNyAcMzaC/f/Iuuje5Rf+PCqSnp/P555+j0+mYOHEiTZo0MVW4tcaKFSuIjo5mzJgxxvJD+fn5Zo6q9howYIDx9e7du/Hy8qJ169ZlbqvRaAgPDychIYHx48cbSyoJIYQQ4vaY/E7R2dmZtLS0W24zZMgQevTowdatWyXBIIQQot5SOjoYX2szZAZDVdyqbEh5Jk+eXGHdZSEakvz8fNauXUthYSGBgYGVS9bpdIZZCMUq04NBZWmYxZAebXifGlFhgiEgIIAJEyawbt060tPT+fXXXzl8+DBDhgwhICCgRkbu6/V6cnNzyczMJDMzk4yMDON/i3+ysrIq/H2kUChwcnKiUaNGODs7G38aNWqEi4sLtra2dXImQlV5O9mwanJ3Hv7fP2TkFVGo0fHUqiOse+5uWno6VHyAMjRq1IguXbpw5MgRdu/eXS8TDOL27N692/haoVCQkJBAQkJCudtbWloyYsQIPv744xqITgghhKifTJ5gCA4OZs+ePRXWwWzSpAknTpww9emFEEKIWkPl6GR8rc2SBIMQwnzy8/NZs2YNKSkpODo6MmbMmMrVHM+9BjrNjfeVSTAAuDQtnWCoBD8/P1544QUOHjzIvn37iIuLY8WKFTg6OtKyZUtatmyJr6/vbT+g12g05ObmkpOTQ05ODtnZ2cafrKwssrKyyMzMJCsrq1KznYpnVDVq1MiYSCj54+joKPXcy9HC04FvJ3Zl3DeHKNDoyMzXMHH5YTa+cA+ejtZ3dMzevXtz9OhRoqOjSU1NxcXlzmdE1EbSU+/2REZGAoY/t6ZNm/Lwww/z0UcflbltcV+ThtxcXgghhDAFkycYnnjiCXbu3Mnw4cP5+eefadOmzU3b6PV6Tpw4UXG9VyGEEKIOK9nkWSczGIQQZpKbm8v333/P1atXsbKy4pFHHsHe3r5yO5ds8Ky2B2vH8rctyaUpROwyvE6NrHSslpaW9O7dm44dO7Jz507OnDlDZmYmR48e5ejRo4ChJKujoyMODg6oVCqUSiVKpRK9Xk9RUZHxJz8/n7y8PIqKiip9fgA7OzscHR1xcnLC0dGxVDKh+Lz1tYxRTeja2IXPH+3Ec98fQ6eH+Ix8nlp1lJ+e7YGt+vZvTx0dHWnSpAkRERGcPXuW3r17V0PU5tcQZ73cicDAQOPruXPn0rFjx1LLhBBCCGF6Jk8wjBs3jt9++41ffvmFzp07M3HiRB588EG6d++Oo6Mjly9fZt68eVy4cIERI0aY+vTiX1QqlVyMCiGEmSgdSpRIkibPoo5SKBRyLVGHZWVlsXr1apKTk7G1teXxxx/Hx6cSjZqNByjZ4Pk2GvK6NL3xOjW88vsVn8rBgVGjRnHfffcRFRXFxYsXuXTpEunp6Wg0GlJTU0lNTa308RQKBba2ttjb22NnZ4e9vT0ODg7G/zo4OBiTB9JvpPoNbefFOyPbMWeToSfR6bgMpq09yf8e74JSefu/b9q1a0dERARnzpyptwkGcfvmzp1r7hCEEEKIBqFarp7Xrl1L27Zt+eCDD1i6dCnLli0rtV6v12Nra8u7775bHacXJdjZ2ckUbSGEMBMpkSTqA6VSKdcSdVRSUhI//vgjaWlpODg4MH78eDw8PG7vICVnMPx/e3ceF2W5/3/8NcMqqwiiKAKK4r5rZi64tJwy02Nm2dE0O53TyX7lsU572TdtP1mn5bRndtosM40sT6dyyQXcRc1dFjcUVEAFZJn798fEAAICwjDM8H4+HveDua/ruu/7M3PPMNfMZ+7rCqhBgiE4uuR2xr6aHbMUDw8POnToQIcO1jkcCgsLOXPmDFlZWZw9e5aioiIsFottGBkPDw88PT1xd3fH29ubJk2a0KRJE7y8vHTVQQMzeWAUBzPOMW9NMgA//nacF/67m0euLX8FfFU6d+7M0qVLOX78OOnp6TRv3ryOoxVntG/fPtatW8eQIUPKzM8RHx/PjBkz2LFjBxEREcyZM4dx48Y5MFIRERHnZpcEg8lkYtasWfztb3/j448/5ueff2b79u1kZGQQEBDA0KFDeeqpp+jWrZs9Di8iItIguJWa5FlDJIlIfdq2bRvfffcdBQUFNG3alNtuu+3SxqbPPlJy278GVz4071hyOzMV8nPA06fmx7+Au7u7bdJkcX6Pj+pCyskcftl9AoB3Vh6kXYgvN/evfC6/ivj4+BAdHc2+ffvYuXMnw4YNs0O04mxefvll3n//fZKTk21lx48f55prruHMmTOYTCZ2797NzTffTEJCAn369HFcsCIiIk7Mrj/jCQ0N5YEHHuCHH37g8OHD5OXlceLECRYuXKjkgoiIuDxzQMlY5UVnzjgwEhFpLAoKCvj222/55ptvKCgooG3btvz5z3++9IlvS0/Q3Kxt5e0u1DQS3Lx+XzHg5KVfxSCuy81s4rWJvenUsiQh//jiHWxKqf7wV8WKP1/u2LFDEyMLAKtXr6ZXr16Eh4fbyj788EPOnDnDzJkzyc3NZdGiRVgsFubOnevASEVERJybrhO2s/nz59OvXz+aNm2Kr68vffr04YsvvqiwXY8ePfD19SUqKooHH3yQnJycWh//7NmzFBYW1no/IiJSc26lEgwUFYHF4rhgRC6RxWJRX8JJJCUl8c4777B582YAhg0bxuTJk6s/oXNFyiQY2lXe7kJmNwiJKVlP33PpMYhL8/Ny58Op/QnxsyakCooM7vpkM2lZeTXaT8eOHXFzcyMjI4Pjx4/bI1RxMseOHSs3wfOyZcvw8vLiqaeewtPTk7FjxzJgwAASEhIcFKWIiIjzU4LBzk6fPs3YsWP55JNPWLJkCVdccQUTJ05k8eLFtjaLFi1i6tSpXHvttcTFxfHggw/yzjvv8Pe//73Wx7foyywREYcpk2AADP1PFiekXwI3fFlZWXz11VfMnz+fjIwMfH19mTx5MsOGDavdvAOGAaeSStZrkmAAaK4Eg1RPq6ZNeGdyHzzcrBM8p585z18/2UReQVG19+Ht7W2bq2PHjh12idMR9D/40uXl5ZWZQ+j8+fNs2LCBAQMGlEm8tm3blqNHj1a0CxEREakGu8zBICVmzJhRZv3KK69k69atfPrpp4wdOxaABQsWMHjwYF544QUARowYwYkTJ3j99dd555136jliERGpKyYPD0w+PhjFV6QpwSAidejs2bPEx8eTkJBAQUEBJpOJfv36MXz4cHx8aj/fATkn4Xyp+WNqnGDoVHI7fXft4xGX1jeyGU+P6cYji7YDsO1QJo8v3sFL43tgMpmqtY9u3bqxe/dudu7cyciRI6u9nTNwpftSX8LDw0lMTLSt//TTT+Tl5TFixIgy7XJzc/H19a3v8ERERFyGEgwOEBwcTEFBgW29sLCQgAt+5RoYGKirD0REXICbvz+FxQmGour/ElNEpDKnT59m7dq1bNmyxTZ8VZs2bbjuuusICwuruwOVHh7JOxCa1HBi5dDOJbeP76ybmMSlTbwsgh1Hsvg0IRWAhZsO0zM8kMkDo6q1fUxMDB4eHpw+fZqjR4/SunVrO0YrDd2IESN49913mTFjBiNHjuSRRx7BZDIxZsyYMu22b99OmzZtHBSliIiI83OZIZI2bdrE888/z7hx4wgPD8dkMlXrVx65ubk8+eSTxMTE4O3tTatWrZg2bRpHjhyp0/gKCwvJzs5mwYIF/O9//+Ovf/2rrW7KlCn89NNPLFq0iDNnzrBx40Zef/11/va3v9VpDCIiUv9KD5OkIZJE5FIVFRWxa9cuPv30U1577TU2bNhAYWEhrVu35uabb2batGl1m1yA8vMv1PQX1C26ldw+nQTnNdm9VG3W6K70jypJZs3+bhfbDmVWa1tPT09iYqxDc/3222/2CE+cyCOPPELTpk15/fXXGTt2LL/99hsTJkygZ8+etjY7d+7kwIEDDBo0yIGRioiIODeXuYJh9uzZLFmypEbbFF8eGR8fT1hYGGPGjCE5OZl58+bx3XffER8fT7t2NbwUvAJpaWm2D3xubm78+9//5tprr7XV33DDDbz11lvccssttisbJk2axDPPPFPrY4uIiGOZy0z0rASDiFSfYRgcOXKEnTt3kpiYyLlz52x17dq1Y/DgwbRt29Z+Q6dc6gTPxZpGgqcf5J+1rh//DSIG1E1s4rI83c28+ac+jHptNelnzpNfZOHuTzez9N7BNPXxrHL7jh07snPnTpKSkqpsK64tIiKCbdu28f7775Oenk7fvn2ZOnVqmTZbtmxhzJgxTJgwwTFBioiIuACXSTAMHDiQHj160L9/f/r3709UVBTnz5+/6DZz5swhPj6egQMH8uOPP9omepo7dy73338/06ZNY8WKFbb2mZmZpKWlXXSfPj4+RERElCkLCQlhw4YNnDlzhmXLlnHPPfcQHBzMjTfeCMDPP//MjBkzePTRRxk+fDj79u3j0Ucf5cEHH+Sll166hEdDREQairJXMGiIJBG5OMMwOHr0KLt27WLHjh1kZmba6nx9fenVqxe9e/cmJCTE/sHUNsFgNkOLrnAowbp+fIcSDFItof7evDGxN7e+n0CRxeBIZi4zv9zG+7f1w2y+eEItMjISgGPHjpGXl4e3t3d9hCwNVHh4OE899VSl9ZMmTWLSpEn1F5CIiIgLcpkEw0MPPVSj9vn5+bzxxhsAvPnmm7bkAsDMmTOZP38+K1euZNOmTfTt2xeAL774osphi2JjY8skJQDc3d3p168fAMOHD+fUqVM88sgjtgTD/fffz4QJE2wdn9jYWHx9fZk8eTIzZ86s1eXuZrPLjIIlIuKUSicYNMmzOCNNLGp/RUVFpKSksHv3bnbv3k12dsnEyh4eHsTExNC9e3c6dOiAm5tb/QVW2wQDWIdJKk4wpG2vfUzSaAxoF8wDV3fkhWXWCcJ/2X2Ct1YeYPrw9hfdLjAwkKCgIE6fPs2hQ4fo0KFDfYQrIiIi0mi5TIKhptasWUNWVhbR0dH07t27XP348eNJTEwkLi7OlmC46667uOuuu2p97F69ejFv3jzb+t69e7njjjvKtOnZsydFRUUkJydXmWDo2rVrheUHDhwgOjoad/dGe5pFRBzOrDkYxMmZzWb1JewgNzeX/fv3s2fPHvbt21fmylsPDw86dOhAly5diImJwdOz6mFh7KIuEgxhPUpuH91Su3ik0fnr0HZsSjnFT7tOAPDyj3sY0LYZ/aKaXXS7qKgoTp8+TXJystMnGAzDcHQITmvVqlU1aj906FA7RSIiIuLaGu2nxW3btgHQp0+fCuuLyxMTE+v82GvXriUqKsq23qZNG7ZsKfuBa/PmzUDJJb4iIuKcylzBUKQhkkQas4yMDPbu3cuePXtITU0t88Whr68vMTExdOrUiXbt2uHh4eHASIGcU5B7umT9UhMMrUr1tY/vhMLz4O5Vu9ik0TCbTbx8Uy9Gvf4rh0/nYjHgvi+28v19QwhsUvlrJCoqii1btpCcnFx/wdqZriaruWHDhtXocStSP01EROSSNNoEQ2pqKmAdk7EixeUpKSm1Os7w4cO58cYb6dSpE3l5eSxZsoTPPvuMd99919bmL3/5Cw899BCtWrVixIgR7N27l8cff5wbbriBVq1aVXmMnTt3Vlhe2ZUNIiJSf9wC/G23dQWDOKWiAji4EtoOBX3BVSMFBQWkpKSwb98+9u3bx6lTp8rUN2/enI4dO9KxY0dat27dsIa2PF1qglxPP/Btfmn7Ce0M7t5QmAeWAkjbAeF96yZGaRQCfTx4bWJvbnp7nW0+hkcXbeeNW3tX+uVx8Y+0jh49yvnz5/HyUlKrMbrtttsqfI5YLBYOHTrE5s2byc7OZsyYMTRt2rT+AxQREXERjTbBcPbsWcA6KXNFfH19AThz5kytjtOzZ09ef/11Dh06hK+vL126dCEuLo7rr7/e1mbGjBmYzWbee+895s6dS4sWLbj11luZPXt2rY4N1vtZWFiooQ1ERBzEHBBYsqIEgzghCyYK/zMe97BuMOg+6DwazPU4D4CTOXnyJPv372f//v0kJydTUFBgqzObzURFRdGxY0c6dOhAs2YXH+bFoU6WHh6p7aUnl9w8oGV3OLzBun5kkxIMUmN9IoKYeVUML/13DwBLtx9jyIYQbrksosL2TZs2pWnTpmRmZnLo0CHat7/4vA3imj766KOL1p8+fZo777yTHTt2sG7duvoJSkRExAXpW2c7e/XVV3n11Vcv2sbNzY2///3v/P3vf6/z41v0ZZaIiEOVvoJBQySJMzL4/Yvlo5vhqynQvBPEPghdxirRAOTk5JCUlMTBgwc5ePAgp0+fLlPv7+9Phw4d6NChA+3atXOeX1LXxfwLxVr3K0kwpK6FAX+p3f6kUborNprV+zJYd/AkAP8X9xv9ooJoH+pfYfuoqCi2bt1KcnKyEgxSoaCgID7++GOio6N55JFHePvttx0dkoiIiFNqtAkGPz8/wPqhsCLnzp0DrB8KRURELpWbJnkWV5O+GxZOg+YvwqAZ0Ok68A6scjNXkZubS0pKCsnJySQnJ5OWllam3mw2ExERQfv27Wnfvj0tWrRwzrHTyyQYomu3r6jBkPCW9XbyajAMDbclNeZmNvHKzb249l+rOJ1TQG5BEfd9sZVv7h6Ep3v54cVKJxhEKuPj48Nll13Gt99+qwSDiIjIJWq0CYaICOvltIcPH66wvrhckyyLiEhtlB4iSQkGcVrTlsG61+C3JcDvExOn74bFd4HZA9rFQqdREPMHCKh6/ihnYRgGp06d4tChQxw6dIjU1FTS09PLtWvevDnR0dG0a9eOyMhI57lK4WLq8gqGqEGACTDgXLr1uRPauXb7lEapZaA3L47vyZ0fbwRg59Fs3vhlHzOv7liubel5GPLz8/H09KzXWMV5nD17ttzVZyIiIlJ9jTbB0LNnTwA2b95cYX1xeY8ePeotJhERcT1lhkhSgkGcVVhPmDAfTuyClS/Czm+wJRosBbD/J+vC3yG0K7QfaV3aXA4e3o6MvNoMwyAzM5O0tDSOHTvGkSNHOHLkCHl5eeXaBgcH07ZtW6KiooiMjHTNK17rMsHQJMg6D0NaonU96VclGOSSXdWlBRMva8Pn6w8B8OaKA4zs3IKebZqWaRcUFERgYCBZWVkcOnSI6OhaXokjLikuLo5Vq1bRpUsXR4ciIiLitBptgmHQoEEEBgZy4MABtm7dSq9evcrUL1y4EIDRo0c7IDoREXEVpYdIEnF6oZ3hpnkQ+xCsewN2L4XcU2XbnNhpXda+Bm5eEDEA2sZCu2EQ1gvcHN/9zMnJISMjgxMnTtiWtLS0CpMJbm5uhIWFERERQZs2bWjTpo1tqE2XlZcFORkl67VNMAC0HVqSYEhepXkYpFYeG9WF1fszOHQqlyKLwcwvt7L03iF4e5SdFyYqKopt27aRnJzstAkGwzAcHYLTmjZtWqV1Z8+eZe/evWzfvh3DMLj//vvrMTIRERHX4vhPeA7i6enJPffcwzPPPMP06dP58ccf8fX1BWDu3LkkJiYSGxtL3759HRypiIg4M5OPD7i5aYJncS2hnWDMG3D9q5C6zppo2PM9ZKaUbVd0HpJWWZdfZoNXgHU8/raxED0cQmLsMha/YRjk5OSQmZnJ6dOnOXXqFKdPnyYjI4OTJ09WOgeX2WwmNDSUli1b0rp1a1q3bk1oaCju7o2sy1z66gX3JuDfsvb7jBpiTUoBHFwFhfngriFr5NL4ebnzz/E9ueW9eAwDDqSf48Vle3hydNlfoZdOMDg7p5zLxcE++uijKttEREQwa9YsbrvtNvsHJCIi4qJc5tPS0qVLmT17tm09Pz8fgMsvv9xW9sQTTzBq1Cjb+uOPP85PP/3E2rVr6dChA0OGDCElJYWEhASaN2/Ohx9+WH93wE7M5vITnomISP0xmUy4BQRQpLF9xUn5+fmxfPlyWrZsSYsWLQgJCSnpX7i5Q9sh1uUPz1m/mC4eLil5DRScK7uz89nWRMSe763rgW0geoR1OKV2wy46WXRhYSH5+fnk5eWRm5tLTk4Oubm5nD171racOXOGrKwssrOzKSwsvOj9CggIIDQ01La0aNGC5s2bN75kQkWO7yy5HdKhbpJAbYdYkxWFuXA+y3oVQ/sra79fabQGtAvmz4Pb8t6vSQB8uCaJq7u24PJ2wbY2xfMwHDlyRPMwNELLly+vtM7T05OwsDCioqLqLyAREREX5TKfoNLT00lISChXXrrswkn5vL29Wb58Oc899xyfffYZixcvplmzZkydOpXZs2cTHh5u97jtzc/PTx+URUQczBzgrwSDOC0PDw/WrFlTZj0sLIxWrVoREBCAm5sbZrMZs9mMYRhYTL0x2veiKPJeCk6mUHAyicLThyk4c5JCzBTgTiFuFOFGUZYZy+ZcijZ/j8EyLB5+WLz8KXL3oQh3ioqKbImFoku4CsjPz49mzZoRFBREUFAQwcHBhISE0KxZM9eYiNle0naU3G5ZR/ORefpaE0m7v7Ou74pTgkFq7f6rO7JiTzr7TpwF4OGvE1k2Y6htqKSgoCACAgLIzs7m6NGj+jK5kYmNjXV0CCIiIo2Cy3zzPHXqVKZOnVrj7Zo0acLTTz/N008/XfdBiYiIAG4BgRQ4OgiRS5SXl0efPn1IT0/n+PHj5Ofnk5qaSmpqag32Evb7UoUCoMACnK20ibu7Oz4+PjRp0gQfHx98fX3x8/PD398fPz8/AgMDCQgIICAgQD+yuFRp20tut+xed/vtfENJgmH3Uhg1F8xuF99G5CK8Pdx4eUJPxr65BosBySdzeOWnvTxyrXUScZPJRKtWrcjOzubYsWNKMIiIiIjYgT51iYiI2JkmehZnlp+fzw033ACAxWLh5MmTHDlyhGPHjpGTk4PFYqGoqAiLxYLJZLJdzeDm5oa7uzseHh62v8W33d3dcS88hzl9F24ntmNOS8Scn4UZAxNG8fUNuP/+15MCvILC8Wx7OW5tB0PE5RDo/FeaNkiGYb8EQ8w1YHYHSyGcS4fUeIgaVHf7l0apR3hT7hzSjndWWecOeW/VQUZ1D6NHeFMAWrZsye7du0lLS3NglOIIa9euZfny5ezatYvTp09jMplo1qwZXbp0Yfjw4QwYMMDRIYqIiLgEJRhc3Llz5ygqKsLNTb8OExFxFHOAv6NDELlkxQmE4qGQmjdvTvPmzenVq1cd7H3o7wcpgqNbYd+P1vkbjmwCjLJNT++yLpvnWdcDWkObARDeH1r3hbAe4NGkDmJq5DJTrXMkFGvRte723aSpdYLvAz9b139bogSD1IkZV8bw351pJJ/MwWLAgwsTift/g/FwM9OypXWSciUYGo/ExESmTZvGli1bADCMsu8nxRNmX3bZZXzwwQd06dKl3D5ERESk+pRgcHFFRUXlOlQiIlK/3AIqn7hWpKEzDMP+fQmzG4T3tS7DH4GcU5C0Evb/DAdXQlYFwzFlH4Gdi6wLgMkNQrtAWE9rsqFlD2jZDbyU4KuR46XmX2gaYU0K1KUuN5QkGLZ/BVc9DR7edXsMaXSaeLrx3LgeTHwvHoDdaWd4Z+UB7hnRwZZgSE9Pp7Cw0OmGTtNnuZrZsGEDI0aM4Ny5c/j6+nLttdfSq1cvQkJCMAyDjIwMtmzZwn//+18SEhIYOHAgK1asoHfv3o4OXURExGk5V+9KRETECbnpCgaRmvFpBl3/aF0ATqdA8q+Q9CukroPMlPLbGEVwfLt12VqqvGkEhHaF0M7WJaQDhMRYJx2W8soMj1RHEzyX1vWP8MPDUJgLuaeskz33uKnujyONzsDoYCZeFsHn660Jydd+3s+oHq2ICg7E29ubvLw80tPTCQurxnwwDVDxr+6lckVFRfzpT3/i3Llz3HHHHbz88ssEVDJMZXZ2NjNnzuTDDz/k1ltv5bffftNjLCIicomUYBAREbEzs+ZgEKmdoEjr0nuSdf1MGhxKgEPrrcMpHdsGBTkVb5uZal32/lC2PCAcgttBs2gIjoagttZjNI0E70b8mrXX/AvFvAOh242w9RPr+qaPlGCQOvPIdZ34ZfdxjmefJ7/IwpNLdvDxtMto2bIlycnJpKWlOW2CQaq2ZMkS9u/fz80338x777130bYBAQG8//77nDlzhoULFxIXF2ebb0hERERqRgkGERERO9MQSSJ1zL8ldBljXQCKCiF9NxzbCscSIS0R0nZA/pnK95F92LokrSpf590UmraBwDbWyaQDWv++hEFAK/Bv5brD+qQlltxu0c0+x+h3e0mCIWU1pO+F5jH2OZY0KgHeHswa3ZW7P90MwK/7Mvgu8RhhYWG2BIO4rri4OMxmM88++2y1t3nuuedYuHAhixcvVoJBRETkEinBICIiYmcaIknEztzcrfMttOwGxcNoWyzWuRuO/wYnfl8y9kLGfuvwPBeTlwlpmWV/zX+hJkHWRENx0iEgHAJbWxMSQW2tf81udXQH60lupvVqj2L2uIIBrJNyt+huHc4KYN0bcMNr9jmWNDrXdmtJbExzVu5NB2D2d7/x+jXNATh27JgjQxM727RpEx07dqRt27bV3qZdu3Z06tSJTZs22TEyERER16YEg4iIiJ1piCQRBzCbISjKunS6rqTcYoGsQ5CxD04d/H05AKeTrV+uF+ZVb/+5p63LiZ2VHN/DOuRSSIz1SoCW3a0JkKC20FDH+T5e6r54BVrnr7AHkwkuuxPi7rWub/kEBt1nHapKpJZMJhP/d0NXrn51FfmFFk6cOc8PB62v67S0NCwWC2az2cFRij0cO3aMwYMH13i7mJgYVq9ebYeIREREGgclGFycJqoSEXE8NyUYRBoOs7lkTocLWSxw7oR1Uunsw5B1GLKOWP+eOQrZR+HsCcCo+jiWAji537rs+b6k3K8ltIuFdsOsS0CrOrpjdeDC+Rfs2Y/sdSusnmtN7BhFsOJ5uPHiY6aLVFdUiC/Th7XnlZ/2AvCfLSeZ4uNGfn4+mZmZNGvWzMERij1kZWURGFjzYSkDAgLIzs62Q0QiIiKNgxIMLs7f3x93d51mERFHUoJBnJmbm1vj6UuYzdb5HfxbAgMqblNUAGePQ/axkqRD9hFrIiL7iPUqiDMXGYblbBokLrAuAG2HQu/boPNox8/rYO8Jnktz84DYh2HxXdb17V/BgLsgvK99jyuNxl3D2rF46xGSMs5RZJg5a/LFh2zS0tKcKsFgGNVIaAoAhYWFl3R1itlsprCw0A4RiYiINA6N5NOiiIiI42iIJBEX4uZhnV8hMLzyNvk51l/mnzponfshbbt1OZ1Uvm3SKuviHQi9JsGQmeAbYrfwL+p46QSDnSZ4Lq3HBFj9CmTsAQz4ehr89ffHQqSWvNzdeHpMVyZ/sB6Aw3mexLhbh0nq0qWLg6OrOV2ZLiIiIg2VEgwiIiJ25uavSZ5FGhVPH2jRxbp0vr6k/NxJSF4FB5Zbl6xSEyrnZUH8m7D5Yxg8Ay6/27qf+lJUACd2lazb+woGsE6Cff1cmD8aDIs1KRN3H4yf13DnqRCnMqRDc67p2oL/7jzOKcP6ejpyVBM9u7L58+czf/58R4chIiLSqGh2Kxd37tw5ioqKHB2GiEijZnJ3x+zr6+gwRC6JxWJRX6Ku+AZD1z/CDa/BjESY9l/rVQsepf4/5J+BX2bDG/1g5+L6iy1jLxTlW2+b3aF5p/o5btRg61BJxXZ+Axs/rJ9jS6Pw2HVd8HQzc8piTTAcTD3i4IjEngzDuKRFRERELp0SDC6uqKhIHSYRkQZAwySJs9KXL3ZiMkHE5TD2TXhgD1z9DHg3LanPPgJfTYHvZkJBnv3jKT3/QvNO4O5l/2MWG/qAdS6KYt//AxK/qr/ji0uLCPbhjiFtbVcwGPk57D+a4eCoxB4sFsslL0qki4iIXDolGEREROqBJnoWkUp5+cMV98B9W+GK/wduniV1Gz+AD66yzudgT6UTDC3qYf6F0sxuMO498G1uXTeKYNGdsHFe/cYhLmv68PYE+fuQbbEmzt5YusnBEYmIiIi4DiUYRERE6oHmYRCRKjUJgqvnwN3xENarpDwtEd6Jhf0/2+/YpRMM9TH/woX8W8KkReBTPMG1Ad/NgDWv1X8s4nL8vNx56A+dbFcx7Es+RMLBkw6OSkRERMQ1KMEgIiJSD8yBgY4OQUScRXA03PEj9L+zpOx8Nnx+C+z5oe6PV5gPRzaXrDsiwQAQ1gNu/wH8W5WU/e8J+PZeOH/GMTGJyxjXuzWe/s0AaGbO4bkfdjvF8G/OEKOIiIg0bkowiIiI1AMNkSQiNeLuBaP+CePnlUwCXZQPCybBb0vq9liHEqyTSwO4eUF4/7rdf000j4FpyyAoqqRs83x46wpIXu2wsMT5mc0mxlzRFYBmply2Hsrkhx1pDo6q+kwmk6NDEBEREamQEgwiIiL1wC1AQySJyCXoNg5uWwxevycpLYXw1e11Owny/v+V3I4aDJ4+dbfvSxEUCdP+C2E9S8oyU+GjUdYJoM+mOy42cWqDurUDIMCUhwmDF5ftJr/Q4uCoRERERJybEgwiIiL1wKwrGETkUrW5DG5bAt5NrevFkyDv+q5u9r/vp5LbHa6qm33Wln9LuOMniH0ITG4l5evfhX/1gP89CecyHBefOKWAgADMbm64mQx8TedJPpnD5+tTHR2WiIiIiFNTgsHFBQQE4O7u7ugwREQaPTd/JRjEObm5uakv0RC07gNTvwOf4N8LDPj6z3B4Y+32m30UTuwsWW/fQBIMAO6eMPxR+PNP0LxTSXlBDqz5F7zaHb5/EE7sdlyM4lTMZjMhwdbXUKDpPAD/+nkfZ/IKHBmWiIiIiFNTgkFERKQeuAUqwSD28+WXXzJq1CjCwsIIDAxk6NChrF6t8epdTsvuMCWuZLikwlz47GY4dfDS97m/1NULTSOtE0w3NK37wF9WwlVPg09ISXlBDqx/B/49AOaNgh1fQ0Ge4+IUpxD8e4IhxN2aYDh1Lp93V9XiNSR16qOPPsJkMpVbVqxY4ejQREREpBJKMIiIiNQDt+AQTB4ejg5DXNSrr75KSEgIb775Jl999RWtW7dm5MiRbNu2zdGhSV1r0RVu/gTMv/8/ycmAT8bDuZOXtr99peZf6HAVNNSJZD28YdB9MCPx90RDcNn6lNWwcBq8HANxMyA1AQzDIaFKw1acYLislaet7L1fD3LijJJTDcnq1atZt26dbenTp4+jQxIREZFK6Hp3F5eTk0NRURFubm5VNxYREbvxGzwIz8hIR4chLiouLs72pRnAlVdeSffu3XnzzTd59913a7Vvi8WivkRD0y4WxrwJ3/zFun7qAHwxEW771vpFfHUVFcDBFSXrDWl4pMp4+loTDf3/DIlfwsYPIG17SX1eFmyaZ12CoqDbjdalRVeHhSwNS/H/ylbehYT4eZJxNp+8AgtvrTjArNEN73liNNJE2YABAzQ8n4iIiJPQFQwurrCwsNF2SkVERBqL0skFsI4z3q1bN5KSkmq9b8Mw1JdoiHreDCMeL1k/lACL/wYWS/X3cXgDnM+23nbzhLZD6jZGe/L0hX63w19/hTv+Bz0ngodP2Tank+HXl+GtK+DNy2Hli5CxzyHhSsNR/P8y8/Qp/jasva380/hUjmXlOiqsKpka6tVFIiIi0ugpwSAiIiJSTZs2beL5559n3LhxhIeH28aGrkpubi5PPvkkMTExeHt706pVK6ZNm8aRI0fsEmdRUREbNmygffv2VTcW5zXkAehzW8n6zkWwfE71ty89PFLkIOuX9s7GZII2l8Ef34YH9sHYt6FtLHDB6zJ9Fyx/Bt7oB28NhlX/hJMHHBKyOFZxgiErK4sJfcJoGWC96ie/yMIbv+x3ZGj1qqG/n7Vu3Rp3d3d69OjBwoUL63TfIiIiUrd0zaGIiIhINc2ePZslS5bUaJu8vDxGjBhBfHw8YWFhjBkzhuTkZObNm8d3331HfHw87dq1q9M433jjDVJTU7n77rvrdL/SwJhMMGouZB6Cg8utZb++DEFtoc/kqrfff8H8C87Oyw96TbQuWUfgt8XWiZ+PbCrb7vh26/LLbAjrCV3/aF2CohwRtdQzHx8fvL29ycvLI+dMFtNHtOeJxTsAWLDhEHfFRtOmmU8Ve3F+DfX9LCwsjGeeeYYBAwaQm5vLBx98wE033cTixYsZM2ZMrfYtIiIi9qEEg4iIiEg1DRw4kB49etC/f3/69+9PVFQU58+fv+g2c+bMIT4+noEDB/Ljjz/i5+cHwNy5c7n//vuZNm0aK1assLXPzMwkLS3tovv08fEhIiKiwrqEhAQefvhhHn/8cbp3716zOyjOx80DJsyHD66x/kof4LsZ1kmQO11X+XZn0srOXdD+SruGWe8CW8PA6dbl1EHY+Y11KX2fAY5tsy4/PQWt+0LXcdB1LASGOyJqqQcmk4ng4GCOHDnCyZMnublfJ95ecYAjmbkUWgz+9fM+/nlTT0eHaXcN9f3smmuu4ZprrrGtX3/99QwZMoRnn31WCQYREZEGymRoUF2X1bVrV7Kzs0lKStIEWSIiDUDXrtbJI3fu3OngSKSueHt7c/78+UrnKMjPzyc0NJSsrCw2b95M7969y9T37NmTxMRENm7cSN++fQF4++23+dvf/nbR48bGxpb5EqdYcnIyl19+OUOHDmXBggW1HrPb29uboqIicnNz1Zdo6DJT4f0r4exx67rJDUb/q/IrGX6ZA6test4OjIAZidYrIlxdxr6SZMOJ3ypvFzHQOjl01z+Cb0j9xSf1YtGiRSQmJjJy5EiGDBnClxsP8eDCRADMJvjfzFiim/s5OEqrt956i+PHjzN58mRbPyIvL6/Oj9PQ3s9K++c//8ljjz1WZQJEREREHENzMIiIiIjYyZo1a8jKyiI6OrrclzEA48ePByAuLs5Wdtddd9kmVq5sqejLmMzMTEaNGkVUVBTz58/XhKCNTdMImPgFePpb140i+PYeWPkSlP7C0DDg59klyQWAjn9oHMkFgJAOEPsg3L0O7k6AYY9ASEz5dqnr4PsH4J8x8J9xsPVzOH+m/uMVuyieh+HkyZMAjOvdmrYh1jlILAa89rMmA79Qfb6fiYiIiHPRT9FcWGpqKnl5efTs6fqX+IqIOIMDBw7g4eHh6DCkHm3btg2APn36VFhfXJ6YmFir4+Tn5zNu3DhycnL45ZdfaNKkSY22L/5V7IWKfy1aPAyGOAHDAkWFwO9JhTkPgulhMJmti1EElqKS9iYTmF8D0+sOCbfBMCyllgt/wf3N7wvWx9Ds9ntCppEkZVyQu7s7Pj4+FBYWcssttwBQZDEotFjP/WvA21OqN+mxvfn6+uLm5sZLL71k+59c2f9se14hWV/vZxcyDINvvvmmwqSGiIiINAy6gsGF+fr64u3t7egwALBYLKSnp2OxWBrEPmu6bXXaV9XmYvU1rTtw4AAHDhyoVuz1wR7nt7b7rcm21W1rj3NcWXljOMeN4TV8YbmHhwe+vr7VillcQ2pqKgDh4RWP515cnpKSUqvj3H333axcuZInnniCpKQk4uPjiY+PZ8uWLbXab0NhGAaFhYWVDt1R3/us6bbVaV/bNrY6TODuCe5e4O6F4eZJoWHCMJl/Tya4k28xkW8xWdu4eTr86gV7nN8a79dkBrO79fEoftxww3AreSytj5eHtW2p5EJ1j1NVu2qd3wvqKivPz88nPz+/6vtdTxraa7igoIBTp05x7tw5W5mb2YSXu9m2lE4u1MVr+FLOL8DZs2c5deoUhYWFNbmLda6+3s/Gjx/Piy++yLJly1iyZAk33HAD69at4/HHH6/VfkVERMSODJF6kJSUZABGUlJSg9hnTbetTvuq2lysvqZ1Xbp0Mbp06VKt2OuDPc5vbfdbk22r29Ye57iy8sZwjhvDa9herw1pOLy8vIyLdafuvPNOAzAee+yxCuv37dtnAEaHDh1qFUdkZKSB9SfrZZbIyMha7beh0P+gqtvU5P9QY3iPqe1+1Y+oW3oN1+1nAXtoKO9njzzyiNGhQwejSZMmRpMmTYwrrrjCWLp0aa32KSIiIvalIZJEREREnFxycrKjQxAREam1Z599lmeffdbRYYiIiEgNaIgkERERETspnrsgJyenwvri4Tn8/f3rLSYREZGa0vuZiIiIVEYJBqkXTZs2ZdasWTRt2rRB7LOm21anfVVtLlZ/qXUNhb1irK9zXN229jjHznB+Qa/hquqd/fyK/URERABw+PDhCuuLyyMjI+stJmek/0FVt3Hm/0PqR1Rd78znF/Qarqr+Uuvqk97PREREpDImw6jj2dRExO66du0KwM6dOx0cidiLzrGIc/D29ub8+fOVTuq5fPlyRowYQXR0NPv37y9XP3v2bJ588klmzZrFU089ZedoRaz0HuP6dI6lpvR+JiIiIpdKVzCIiIiI2MmgQYMIDAzkwIEDbN26tVz9woULARg9enQ9RyYiIlJ9ej8TERGRyijBIOKEdu7cqV+kuTidYxHX4OnpyT333APA9OnTbWNUA8ydO5fExERiY2Pp27evo0KURkjvMa5P51jqmt7PREREpDIaIklERESkmpYuXcrs2bNt6+vXr8cwDAYMGGAre+KJJxg1apRtPS8vj2HDhpGQkEBYWBhDhgwhJSWFhIQEmjdvTnx8PO3atavX+yEiIo2b3s9ERESkrrg7OgARERERZ5Genk5CQkK58tJl6enpZeq8vb1Zvnw5zz33HJ999hmLFy+mWbNmTJ06ldmzZxMeHm73uEVERErT+5mIiIjUFV3BICIiIiIiIiIiIiIiNaY5GEREREREREREREREpMaUYBARERERERERERERkRpTgkFERERERERERERERGpMCQYREREREREREREREakxJRhEXNzGjRu57bbbaN++PSaTiccff9zRIUkd+vLLLxk1ahRhYWEEBgYydOhQVq9e7eiwRETERagf4drUjxARERGR2lKCQcTFrVmzhvj4eAYPHkxgYKCjw5E69uqrrxISEsKbb77JV199RevWrRk5ciTbtm1zdGgiIuIC1I9wbepHiIiIiEhtmQzDMBwdhIjYj8ViwWy25hKjoqKYNGkSc+bMcXBUUldOnjxJcHCwbd1isdC9e3cGDRrEu+++68DIRETEFagf4drUjxARERGR2tIVDCIurvhLAXFNpb8UAOv57tatG0lJSQ6KSEREXIn6Ea5N/QgRERERqS19YhBxoE2bNvH8888zbtw4wsPDMZlMmEymKrfLzc3lySefJCYmBm9vb1q1asW0adM4cuRIPUQt1eWI81tUVMSGDRto3759XdwFERFpwNSPcG3qR4iIiIiIM3B3dAAijdns2bNZsmRJjbbJy8tjxIgRxMfHExYWxpgxY0hOTmbevHl89913xMfH065dOztFLDXhiPP7xhtvkJqayt13313b8EVEpIFTP8K1qR8hIiIiIs5AVzCIONDAgQN54okn+Pbbbzl27BheXl5VbjNnzhzi4+MZOHAge/fuZcGCBSQkJPDyyy+Tnp7OtGnT6iFyqY76Pr8JCQk8/PDDPP7443Tv3r0u74qIiDRA6ke4NvUjRERERMQZaJJnkQbE29ub8+fPU9nLMj8/n9DQULKysti8eTO9e/cuU9+zZ08SExPZuHEjffv2Lbe9Jmd0LHue3+TkZC6//HKGDh3KggULqjWEgoiIuBb1I1yb+hEiIiIi0hDpCgYRJ7JmzRqysrKIjo4u96ERYPz48QDExcXVd2hSBy71/GZmZjJq1CiioqKYP3++vhQQEZEKqR/h2tSPEBERERFH0BwMIk5k27ZtAPTp06fC+uLyxMTEeotJ6s6lnN/8/HzGjRtHTk4Ov/zyC02aNLF/oCIi4pTUj3Bt6keIiIiIiCMowSDiRFJTUwEIDw+vsL64PCUlxVaWnp7OypUrAcjJyWH37t0sXLgQX19frr32WjtHLDVxKef37rvvZuXKlbz33nskJSWRlJQEgJeXV4W/XhQRkcZL/QjXpn6EiIiIiDiCEgwiTuTs2bMA+Pj4VFjv6+sLwJkzZ2xlO3fu5KabbrKtf/3113z99ddERkaSnJxsv2Clxi7l/P70009YLBbuuOOOMm11fkVE5ELqR7g29SNERERExBGUYBBxccOGDat0MkBxfvrwLyIi9qR+hGtTP0JEREREakuTPIs4ET8/P8A6REFFzp07B4C/v3+9xSR1R+dXRETsSe8zrk3nV0REREQcQQkGEScSEREBwOHDhyusLy6PjIyst5ik7uj8ioiIPel9xrXp/IqIiIiIIyjBIOJEevbsCcDmzZsrrC8u79GjR73FJHVH51dEROxJ7zOuTedXRERERBxBCQYRJzJo0CACAwM5cOAAW7duLVe/cOFCAEaPHl3PkUld0PkVERF70vuMa9P5FRERERFHUIJBxIl4enpyzz33ADB9+nTbWLoAc+fOJTExkdjYWPr27euoEKUWdH5FRMSe9D7j2nR+RURERMQRTIZhGI4OQqSxWrp0KbNnz7atr1+/HsMwGDBggK3siSeeYNSoUbb1vLw8hg0bRkJCAmFhYQwZMoSUlBQSEhJo3rw58fHxtGvXrl7vh1RM51dEROxJ7zOuTedXRERERJyBu6MDEGnM0tPTSUhIKFdeuiw9Pb1Mnbe3N8uXL+e5557js88+Y/HixTRr1oypU6cye/ZswsPD7R63VI/Or4iI2JPeZ1ybzq+IiIiIOANdwSAiIiIiIiIiIiIiIjWmORhERERERERERERERKTGlGAQEREREREREREREZEaU4JBRERERERERERERERqTAkGERERERERERERERGpMSUYRERERERERERERESkxpRgEBERERERERERERGRGlOCQUREREREREREREREakwJBhERERERERERERERqTElGEREREREREREREREpMaUYBARERERERERERERkRpTgkFERERERERERERERGpMCQYREREREREREREREakxJRhERERERERERERERKTGlGAQl2IymcosHh4ehISE0L17d6ZOncrXX39NYWHhRbePioqqv4Bd1Llz57j33ntp06YN7u7umEwmnnrqKUeH1ah99NFHZV4bfn5+DokjMzOz3Ot0xYoVDolFRKQ09SEaBvUhGp6a9iHWr19va/v0009ftG1UVFSVfYHi4w8bNqxM+eLFi8u9bkVERESk/inBIC5pypQpTJkyhYkTJzJo0CAKCwv5+OOPGT9+PJ07d2b9+vV2OW7xB6DG/kH4kUce4fXXX8fb25sJEyYwZcoUevXq5eiw6lVDfS707NmTKVOmMGnSJIcc39PT0/b6jI6OdkgMIiIXoz6EY6kP0XCfC9XtQ/znP/+x3f7000/tFk9ERITt9err62u344iIiIjIxbk7OgARe/joo4/KlR04cIBHH32UL7/8kuHDh7NmzZpyH1h37dqFh4dH/QTpwhYvXkyTJk3YsmWLw34pLxUbO3asQ7+w8PHxsb0+p06dyoEDBxwWi4hIRdSHcCz1IRqu6vQhCgoK+OKLLwBo2bIle/fuJSEhgQEDBtR5PH369LG9XlesWMG5c+fq/BgiIiIiUjVdwSCNRnR0NAsWLOCOO+4gJyeHadOmlWvTqVMn/aq6Dhw+fJjQ0FB9MSAiIi5BfYj6oz6Ec1u2bBkZGRkMGjSIu+++Gyh7RYOIiIiIuB4lGKTRefnll/H19WXLli2sXr26TF1l4yevXbuWsWPHEhkZiZeXFy1btuSyyy7j4Ycf5uzZswAMGzaM22+/HYD/+7//KzMebPGvqwzD4PPPP+eWW24hJiYGX19f/P39ueyyy/j3v/+NxWIpd+ynnnrKto/t27dzww03EBQUhK+vL7Gxsaxdu7bS+5qQkMAtt9xC69at8fLyIiwsjJEjR/Lee++Va5uTk8Nzzz1H79698fPzw8/Pj8svv5z58+dX96Fl2LBhmEwmDMMgJSWlwjFxix/j/Px8nn76aTp16oSXlxdjx461tTl06BB//etfbY93aGgo48aNY8OGDeWOmZycbBuX99y5c8ycOZM2bdrQpEkT+vTpQ1xcnK3tV199xYABA/D19aVFixbce++95ObmVvv+QcN5Lqxfv57rr7+e4OBgTCYTW7durdH9qMjSpUuZNm0anTt3JiAgAF9fX3r27Mmzzz7L+fPnLxpPRYrHVRYRcRXqQ6gPoT7ExX3yyScATJo0yTaU0oIFCygoKKizY4iIiIhIw6IhkqTRCQwM5Nprr2XhwoUsX76cwYMHX7R9XFwcY8eOxTAMLrvsMq644goyMzPZt28fL7zwAnfddRd+fn784Q9/oLCwkDVr1tCzZ88yQye0b98egPPnz3PrrbcSHBxMly5d6NOnDydPnmTt2rVMnz6d9evXV/pl7caNG5k+fTrR0dFcc8017N69m1WrVjFy5Eg2bNhAt27dyrT/17/+xcyZM7FYLPTt25ehQ4eSkZFBYmIi//jHP7jzzjttbU+cOMFVV11FYmIiLVu2JDY2FsMwWLt2LVOnTmXjxo28/vrrVT62f/jDH4iKimL+/Pn4+voyfvz4CttZLBbGjh3LqlWriI2NpUePHgQHBwOwfft2RowYQUZGBh07dmTcuHGkpqbyzTffEBcXx2effcZNN91Ubp/5+fmMHDmSpKQk231dtWoVf/zjH1m2bBnbt2/nwQcfJDY2lmuuuYZVq1bx+uuvc/LkyWqPD9xQngurVq3iL3/5CzExMVx99dUcPXoUs7n2+eI77riD3NxcunXrRo8ePcjKymL9+vU89thj/Pzzz/z444+4ubnV+jgiIs5KfQj1IdSHqFxWVhbffvstnp6eTJgwgWbNmnHFFVewdu1ali1bxujRo+vkOCIiIiLSwBgiLgQwqvO0njNnjgEYEydOLLd9ZGRkmbKhQ4cagLFw4cJy+1m/fr2RnZ1tW583b54BGLNmzarwuAUFBcY333xj5Ofnlyk/ceKE0a9fPwMwVq5cWaZu1qxZtvv1r3/9q0zdjBkzDMCYPHlymfKVK1caJpPJ8Pf3N3766adyMSxdurRM2XXXXWcAxn333Wfk5eXZytPS0mxx/fDDDxXep4pU9DiWrgOM9u3bG4cPHy5TZ7FYjO7duxuA8eCDDxoWi8VWt3DhQsNsNht+fn7G0aNHbeVJSUm2fY4YMcI4e/asra74fLRv394ICgoyNmzYYKs7cuSIERoaagDGgQMHqnW/GtJz4YUXXqhWzNWNxzAMY/HixUZOTk6ZsuzsbOP66683AGP+/PkVxjNv3rwK9xcZGXnR1+OUKVMMwFi+fHl174aIiN2oD2GlPoSV+hAlqtOHMAzDeP/99w3AGDNmjK3s3//+twEYN910U4XbFPcVLtYXKD5+bGxspW2q6nOIiIiIiP1oiCRplEJCQgA4ffp0lW3T09MBuPLKK8vV9e/fH39//2of193dnbFjx5abBLJ58+Y899xzACxZsqTCbQcNGsS9995bpuzxxx8HrL9GK+3555/HMAwee+wxRo4cWS6G6667zra+detWvv/+e/r378/cuXPx8vKy1bVo0YJ3330XgLfeeqva97M6nnvuOVq3bl2mbMWKFWzfvp2IiAjmzJlTZliEG2+8kbFjx3L27Fk+/PDDcvszm8289dZb+Pr62spuu+02QkJC2L9/P9OnT6dfv362ulatWvGnP/0JKP/4VaahPBe6d+/OP/7xj2ofq7rGjBlDkyZNypT5+/vzyiuvXDQeEZHGRH0I9SHUh6hY8VwLxUMjAUyYMAEPDw/i4uLIysqyy3FFRERExLE0RJI0SoZhAFRrfPi+ffuya9cuJk+ezBNPPEHfvn1rfSn51q1b+fHHH0lJSSEnJwfDMDhz5gwA+/btq3Cbq6++ulxZcHAwzZo149ixY7aywsJCVqxYAcBf/vKXKmP58ccfARg7dmyF96t4POX169dXua/qMplMFV4m/+uvvwIlH0YvNHnyZBYtWmRrV1pUVBQxMTFlysxmM5GRkWRkZFT4+LVr1w6gzON3MQ3luXD99dfbbW6Dffv28f3337N//37OnTuHxWKxvV4qi0dEpDFRH6KE+hDqQxRLTU1l1apVNG3atMz5CQ4O5rrrrmPJkiV89dVX/PnPf67zY4uIiIiIYynBII1SRkYGAM2aNauy7bPPPsv27duJi4sjLi6OoKAgBg8ezA033MCkSZPw9vau9nHz8/OZOnUqn3/+eaVtij8YXig8PLzCcn9/f06dOmVbP3nyJLm5uTRr1oygoKAqY0pOTgbgscce47HHHqu0XV5eXpX7qq7Q0NAyv3IsdvToUYAKJ8ksXX7kyJFydRf+krGYn59fpfXFdRVNYFyRhvJciIiIqPZxqsswDB544AFeeeUV25dn1Y1HRKQxUR+ihPoQ6kMU+/TTTzEMg/Hjx5c7P5MmTWLJkiV88skn5RIM1Ul21CSpJyIiIiL1TwkGaZS2bNkCQJcuXaps26ZNGzZu3Mgvv/zCd999x8qVK20fDl988UXWrVtnm1ywKnPnzuXzzz+ne/fuvPjii/Tp04egoCA8PDzYu3cvHTt2rPTL3bqagO9CFosFgMGDBxMdHW2XY1yoJh+iS7vYB8uqHp+6ePwaynPhUh+/i1mwYAFz586lTZs2vPLKKwwcOJDmzZvj4eFBfn4+Xl5elcZTmeLnloiIK1EfooT6ENXXUJ4L9uhDQMnwSCtWrCg3+Xl+fj5gHU4qJSWFyMhIW52Pjw8AOTk5le67uK70EFYiIiIi0nAowSCNTlZWFv/9738BGD58eLW2cXd35+qrr7ZdIp+SksK0adP45ZdfeOGFF3jxxRertZ9vvvkGgM8//5yuXbuWqTt48GB178JFhYSE0KRJE06dOkVmZiZNmza9aPviXzWOHTuW+++/v05iuFStWrUCrI9vRYp/KVnZLw3rgzM9F2qiOJ633nqLUaNGVSseT09PAM6ePVuurqioiLS0tDqOUkTEsdSHKEt9iJpxpudCTWzatIldu3YBsH//fvbv319hO8Mw+PTTT3n00UdtZeHh4fz2228Xjbu4rrIrcURERETEsTTJszQ6999/P+fOnaN///4MHDjwkvYRGRnJQw89BMCOHTts5cVfuBYWFla4XfGEkBV9QPryyy8vKZYLubm5MWzYMADb5IoXc9VVVwElH1YdaciQIQB89dVXFBUVlav/5JNPyrRrCBryc6EmLiWesLAwAPbu3Vuubvny5RQUFNRhhCIijqc+RFnqQ9ROQ34u1ETxY/vAAw9gGEaFS/HcHsVtiw0dOhSApUuXVrhvi8Viq2tI505ERERESijBII3GwYMHufnmm/nggw/w9fXlgw8+qNZ2r7zySoW/xP7+++8B6yXvxYp/Pbdnz54K91U8geDbb79dpnzhwoV8/PHH1YqnOh566CFMJhPPPPMMy5cvL1NXWFhoix1gwIABXHXVVaxZs4bp06eTnZ1dbn/btm1j2bJldRZfZYYNG0b37t1JTk7mySefLHN5/zfffMOiRYvw8/Nj2rRpdo+lIs74XKiu4njefffdMo/7r7/+yksvvVThNsVfCnzyySe2X4YCJCUlce+999ovWBGReqY+hJX6EJfOGZ8L1VFUVGSbC2LixImVthsyZAitW7dm165dbNq0yVY+bdo0/Pz8WLZsGe+88065fT/22GPs2bOH8PBwbrzxRvvcCRERERGpHUPEhQAGYEyZMsWYMmWKMXnyZGPMmDFG586dDZPJZABGhw4djA0bNlS6fWRkZJmywMBAw2w2G7179zYmTJhg3HTTTUZMTIwBGM2aNTP27t1ra5ubm2uEhoYagBEbG2vcfvvtxh133GGsWbPGMAzDWLlypeHm5mYARt++fY2JEyca/fr1MwDjgQcesG1X2qxZswzAmDdvXoUxR0ZGGhW9lF966SXbfe7Xr58xceJE46qrrjJCQ0ONwMDAMm2PHz9u9O7d2wCMpk2bGsOGDTNuvfVWY9SoUUabNm0MwLjvvvsu+thX9ThWp84wDCMxMdEIDg42AKNz587GxIkTjUGDBhmA4e7ubixYsKBM+6SkpAoft2KxsbEGYCQlJZWrmzdvngEYs2bNqtb9aujPhYup6r7u2bPH8PX1NQCjS5cuxi233GIMGTLEMJlMtngqOm+33XabARiBgYHG6NGjjZEjRxq+vr7GTTfdVOlzs9iUKVMMwFi+fHmN74+ISF1TH6KE+hBW6kNUfV+///57AzBiYmKq3M/MmTMrfD4sWrTI8PLyMgCjY8eOxs0332yMHz/eiIiIsD2v1q5de9F9V9XnEBERERH7US9MXErxlwPFi7u7u9GsWTOjW7duxpQpU4xFixYZhYWFF93+wg+uH3/8sXHrrbcaHTt2NPz9/Q1/f3+jS5cuxsyZM43Dhw+X28eGDRuMq666yggMDLR9OC/9YW7dunXGiBEjjKCgIMPf39+44oorjK+//rrSD7mX+uWAYRjGqlWrjD/+8Y9GaGio4eHhYYSFhRkjR4403n///XJtc3Nzjddee8244oorjMDAQMPT09No06aNERsba7z00kvGoUOHKn3cLlSbLwcMwzBSUlKMO++802jTpo3h4eFhhISEGGPHjjUSEhLKta3PLwca+nPhYqpzX3ft2mWMHj3aCA0NNXx8fIzevXsb7777rmEYlZ+38+fPGw8//LDRpk0bw9PT04iOjjbmzJljFBYWKsEgIk5FfYiy1IdQH6I693XixInVfhw2bNhgAEZoaKhRUFBQpm7nzp3GHXfcYbRr187w8vIymjRpYnTq1Mm47777jNTU1Cr3rQSDiIiIiOOYDKPU9cMiIuKSPvroI26//XZmzZrFU0895ehwAJg6dSrz589n+fLltjG/RUREpGFpiH2IC0VFRZGSkoI+2oqIiIjUP3dHByAiIvVn8eLFJCcn4+3tXW7s5vqQk5PD3XffDcDq1avr/fgiIiJyaRzdh7jQ5s2bee211wDIyMhwcDQiIiIijZcSDCIijci2bdvYtm0bvr6+DvlyID8/n/nz59f7cUVERKR2HN2HuFBqaqr6FCIiIiINgIZIEhERERERERERERGRGjM7OgAREREREREREREREXE+SjCIiIiIiIiIiIiIiEiNKcEgIiIiIiIiIiIiIiI1pgSDiIiIiIiIiIiIiIjUmBIMIiIiIiIiIiIiIiJSY0owiIiIiIiIiIiIiIhIjSnBICIiIiIiIiIiIiIiNaYEg4iIiIiIiIiIiIiI1JgSDCIiIiIiIiIiIiIiUmNKMIiIiIiIiIiIiIiISI0pwSAiIiIiIiIiIiIiIjWmBIOIiIiIiIiIiIiIiNSYEgwiIiIiIiIiIiIiIlJjSjCIiIiIiIiIiIiIiEiN/X/R3XTqBo2ujgAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 1575x648.949 with 7 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot.panel(sim)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To check on planetesimal formation we extract the planetesimal parameters. Furthermore, we look at the total gas and dust masses."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "SigmaGas = sim.writer.read.sequence(\"gas.Sigma\")\n",
    "SigmaDust = sim.writer.read.sequence(\"dust.Sigma\")\n",
    "Mplan = sim.writer.read.sequence(\"planetesimals.M\")\n",
    "t = sim.writer.read.sequence(\"t\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Calculation of total gas and dust masses."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [],
   "source": [
    "Mgas = (sim.grid.A * SigmaGas).sum(-1)\n",
    "Mdust = (sim.grid.A * SigmaDust.sum(-1)).sum(-1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 960x1080 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "plt.rcParams[\"figure.dpi\"] = 150.\n",
    "\n",
    "fig, ax = plt.subplots(nrows=2, figsize=(6.4, 7.2))\n",
    "\n",
    "ax[0].loglog(sim.grid.r/c.au, sim.gas.Sigma, label=\"Gas\")\n",
    "ax[0].loglog(sim.grid.r/c.au, sim.dust.Sigma.sum(-1), label=\"Dust\")\n",
    "ax[0].loglog(sim.grid.r/c.au, sim.planetesimals.Sigma, label=\"Planetesimals\")\n",
    "ax[0].set_xlim(sim.grid.r[0]/c.au, sim.grid.r[-1]/c.au)\n",
    "ax[0].set_ylim(1.e-5, 1.e4)\n",
    "ax[0].set_xlabel(\"Distance from star [au]\")\n",
    "ax[0].set_ylabel(\"Surface density [g/cm²]\")\n",
    "ax[0].legend()\n",
    "\n",
    "ax[1].loglog(t/c.year, Mgas/c.M_earth, label=\"Gas\")\n",
    "ax[1].loglog(t/c.year, Mdust/c.M_earth, label=\"Dust\")\n",
    "ax[1].loglog(t/c.year, Mplan/c.M_earth, label=\"Planetesimals\")\n",
    "ax[1].set_xlim(t[1]/c.year, t[-1]/c.year)\n",
    "ax[1].set_ylim(1.e-1, 1.e5)\n",
    "ax[1].set_xlabel(r\"Time [yrs]\")\n",
    "ax[1].set_ylabel(r\"Mass [$M_\\oplus$]\")\n",
    "\n",
    "fig.set_layout_engine(\"tight\")"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "dustpy_develop",
   "language": "python",
   "name": "dustpy_develop"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.13.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
