{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "671877c4",
   "metadata": {},
   "source": [
    "# DC electro-optical modulation\n",
    "\n",
    "In this tutorial we will explore the DC electro-optical response of a InP based modulator. \n",
    "\n",
    "<div style=\"text-align: center;\">\n",
    "  <img src=\"support/main.png\" alt=\"Alt text\" style=\"max-width: 80%; height: auto;\">\n",
    "</div>\n",
    "\n",
    "To do so, we will use the `InP_EOPM` class created in the `Building a PhotonicdDevice` tutorial. It is a InGaAsP-based modulator, which relies on both field and charge effects to modulate light."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "c408bebe",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Successfully imported lumapi\n",
      "WARNING: The RCWA solver will not be available because an S4 installation has not been found.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "c:\\Users\\20230622\\AppData\\Local\\anaconda3\\envs\\imodulator_venv\\lib\\site-packages\\solcore\\registries.py:73: UserWarning: Optics solver 'RCWA' will not be available. An installation of S4 has not been found.\n",
      "  warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Successfully imported nextnanopy\n",
      "Successfully configured nextnano++ settings\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "c:\\Users\\20230622\\AppData\\Local\\anaconda3\\envs\\imodulator_venv\\lib\\site-packages\\nextnanopy\\defaults.py:202: UserWarning: Unsupported products in config file: ['nextnano.NEGF++'] will be ignored. To not see this message, please remove unsupported products from the config file: C:\\Users\\20230622\\.nextnanopy-configNote: nextnano.NEGF++ was renamed to nextnano.NEGF, nextnano.NEGF was renamed to nextnano.NEGF_classic. Please check the documentation for more details.\n",
      "  warnings.warn(\n"
     ]
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "import imodulator\n",
    "import shapely\n",
    "import openbandparams as obp\n",
    "from imodulator.ElectroOpticalModel import InGaAsPElectroOpticalModel\n",
    "from imodulator.ChargeSimulator import ChargeSimulatorSolcore\n",
    "from imodulator.ElectroOpticalSimulator import ElectroOpticalSimulator\n",
    "from imodulator.OpticalSimulator import OpticalSimulatorFEMWELL\n",
    "\n",
    "%matplotlib inline\n",
    "\n",
    "def tand_fitted_bcb(x):\n",
    "    \"\"\"\n",
    "    Fitted to results from https://link.springer.com/article/10.1007/s10762-009-9552-0\n",
    "    \n",
    "    x must be in GHz\n",
    "    \"\"\"\n",
    "    out =  0.0093839 - 0.01790336 * np.exp(-0.04773444 * (x - -4.64170761))\n",
    "\n",
    "    if isinstance(x, (list, np.ndarray)):\n",
    "        x = np.asarray(x)\n",
    "    \n",
    "        out[np.where(out<0.001)] = 0.001\n",
    "    else:\n",
    "        if out < 0.001:\n",
    "            out = 0.001\n",
    "    return out\n",
    "\n",
    "class InP_EOPM:\n",
    "    def __init__(\n",
    "            self,\n",
    "            **kwargs\n",
    "    ):\n",
    "        \n",
    "        self.e = 1.60e-19 # electron charge in C\n",
    "        self.e0 = 8.85e-12 # vacuum permittivity in F/m\n",
    "        \n",
    "        self.w_sig_metal = 5 # Width of signal metal in um\n",
    "        self.metal_sep = 10 # Separation between signal and ground metals in um\n",
    "        self.h_metal = 4 # Height of metals in um\n",
    "        self.w_gnd_metal = 10\n",
    "        \n",
    "        self.w_wg = 1\n",
    "        self.h_n = 0.4\n",
    "        self.h_wg1 = 0.5\n",
    "        self.h_wg2 = 0.3\n",
    "        self.h_p1 = 1\n",
    "        self.h_p2 = 0.2\n",
    "\n",
    "        self.h_box = 4\n",
    "\n",
    "        self.w_window = 100\n",
    "        self.h_bottom = 30\n",
    "        self.h_top = 30\n",
    "\n",
    "        for kwarg, value in kwargs.items():\n",
    "            if hasattr(self, kwarg):\n",
    "                setattr(self, kwarg, value)\n",
    "    \n",
    "    def _make_meshes(self):\n",
    "        # optical mesh\n",
    "        self.optical_mesh_settings = {\n",
    "            'substrate': {'resolution': 0.5, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'background': {'resolution': 0.5, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'box': {'resolution': 0.3, 'SizeMax': 0.2, 'distance': 0.1},\n",
    "            'sig_metal': {'resolution': 10, 'SizeMax': 0.2, 'distance': 0.1},\n",
    "            'n_metal_left': {'resolution': 10, 'SizeMax': 0.2, 'distance': 0.1},\n",
    "            'n_metal_right': {'resolution': 10, 'SizeMax': 0.2, 'distance': 0.1},\n",
    "            'bcb': {'resolution': 0.5, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'n': {'resolution': 0.5, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'wg1': {'resolution': 0.1, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'wg2': {'resolution': 0.1, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'p1': {'resolution': 0.5, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'p2': {'resolution': 0.5, 'SizeMax': 5, 'distance': 0.1},\n",
    "        }\n",
    "\n",
    "        # RF mesh\n",
    "        self.rf_mesh_settings = {\n",
    "            'substrate': {'resolution': 5, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'background': {'resolution': 5, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'box': {'resolution': 3, 'SizeMax': 3, 'distance': 0.1},\n",
    "            'sig_metal': {'resolution': 3, 'SizeMax': 3, 'distance': 0.1},\n",
    "            'n_metal_left': {'resolution': 3, 'SizeMax': 3, 'distance': 0.1},\n",
    "            'n_metal_right': {'resolution': 3, 'SizeMax': 3, 'distance': 0.1},\n",
    "            'bcb': {'resolution': 5, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'n': {'resolution': 5, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'wg1': {'resolution': 1, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'wg2': {'resolution': 1, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'p1': {'resolution': 5, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'p2': {'resolution': 5, 'SizeMax': 5, 'distance': 0.1},\n",
    "        }\n",
    "\n",
    "        # eo mesh\n",
    "        self.eo_mesh_settings = {\n",
    "            'substrate': {'resolution': 0.5, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'background': {'resolution': 0.5, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'box': {'resolution': 0.3, 'SizeMax': 0.2, 'distance': 0.1},\n",
    "            'sig_metal': {'resolution': 10, 'SizeMax': 0.2, 'distance': 0.1},\n",
    "            'n_metal_left': {'resolution': 10, 'SizeMax': 0.2, 'distance': 0.1},\n",
    "            'n_metal_right': {'resolution': 10, 'SizeMax': 0.2, 'distance': 0.1},\n",
    "            'bcb': {'resolution': 0.5, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'n': {'resolution': 0.1, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'wg1': {'resolution': 0.05, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'wg2': {'resolution': 0.05, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'p1': {'resolution': 0.05, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'p2': {'resolution': 0.5, 'SizeMax': 5, 'distance': 0.1},\n",
    "        }\n",
    "\n",
    "        self.charge_mesh_settings = {\n",
    "            'substrate': {'resolution': 0.5},\n",
    "            'background': {'resolution': 0.5},\n",
    "            'sig_metal': {'resolution': 0.01},\n",
    "            'n_metal_left': {'resolution': 0.01},\n",
    "            'n_metal_right': {'resolution': 0.01},\n",
    "            'n': {'resolution': 0.003},\n",
    "            'wg1': {'resolution': 0.002},\n",
    "            'wg2': {'resolution': 0.002},\n",
    "            'p1': {'resolution': 0.003},\n",
    "            'p2': {'resolution': 0.003},\n",
    "        }\n",
    "\n",
    "    def _create_polygons(self):\n",
    "        #We will now set the RF properties of the metals and the BCB\n",
    "        freq = np.linspace(0.1,100, 100) #GHz. This will be the simulation frequency\n",
    "            \n",
    "        eps_rf_metal = 1 - 1j*6e7/(2*np.pi*freq*1e9 * self.e0)\n",
    "        eps_rf_metal = np.asarray([freq, eps_rf_metal])\n",
    "        \n",
    "        bcb_eps_real = 2.65*np.ones(100)\n",
    "        bcb_eps_imag = bcb_eps_real * tand_fitted_bcb(freq)\n",
    "\n",
    "        bcb_eps = bcb_eps_real - 1j*bcb_eps_imag\n",
    "        bcb_eps = np.asarray([freq, bcb_eps])\n",
    "        \n",
    "        #Now we create the PhotoPolygons\n",
    "        self.substrate = imodulator.SemiconductorPolygon(\n",
    "            shapely.box(\n",
    "                -self.w_window/2,\n",
    "                -self.h_box - self.h_bottom,\n",
    "                self.w_window/2,\n",
    "                -self.h_box\n",
    "            ),\n",
    "            rf_eps = 11.7,\n",
    "            name = 'substrate',\n",
    "            optical_material=3**2,\n",
    "            eo_mesh_settings=self.eo_mesh_settings['substrate'],\n",
    "            rf_mesh_settings=self.rf_mesh_settings['substrate'],\n",
    "            optical_mesh_settings=self.optical_mesh_settings['substrate'],\n",
    "        )\n",
    "\n",
    "        self.background = imodulator.InsulatorPolygon(\n",
    "            shapely.box(\n",
    "                -self.w_window/2,\n",
    "                -self.h_box - self.h_bottom,\n",
    "                self.w_window/2,\n",
    "                self.h_n + self.h_wg1 + self.h_wg2 + self.h_p1 + self.h_p2 + self.h_metal + self.h_top\n",
    "            ),\n",
    "            rf_eps = 1,\n",
    "            optical_material=1,\n",
    "            eo_mesh_settings=self.eo_mesh_settings['background'],\n",
    "            rf_mesh_settings=self.rf_mesh_settings['background'],\n",
    "            optical_mesh_settings=self.optical_mesh_settings['background'],\n",
    "            name = 'background'\n",
    "        )\n",
    "\n",
    "        self.box = imodulator.InsulatorPolygon(\n",
    "            shapely.box(\n",
    "                -self.w_window/2,\n",
    "                -self.h_box,\n",
    "                self.w_window/2,\n",
    "                0\n",
    "            ),\n",
    "            rf_eps = 3.9 - 1j*3.9*0.001,\n",
    "            optical_material=1.44**2,\n",
    "            eo_mesh_settings=self.eo_mesh_settings['box'],\n",
    "            rf_mesh_settings=self.rf_mesh_settings['box'],\n",
    "            optical_mesh_settings=self.optical_mesh_settings['box'],\n",
    "            name = 'box'\n",
    "        )\n",
    "\n",
    "        n_obp_material = obp.GaInPAs(T=300, As = 0, a = obp.InP.a())\n",
    "        self.n = imodulator.SemiconductorPolygon(\n",
    "            shapely.box(\n",
    "                -self.w_sig_metal/2 - self.metal_sep - self.w_gnd_metal,\n",
    "                0,\n",
    "                self.w_sig_metal/2 + self.metal_sep + self.w_gnd_metal,\n",
    "                self.h_n\n",
    "            ),\n",
    "            rf_eps = n_obp_material.dielectric(T=300),\n",
    "            optical_material=n_obp_material.refractive_index(T=300)**2,\n",
    "            eo_mesh_settings=self.eo_mesh_settings['n'],\n",
    "            rf_mesh_settings=self.rf_mesh_settings['n'],\n",
    "            optical_mesh_settings=self.optical_mesh_settings['n'],\n",
    "            charge_mesh_settings=self.charge_mesh_settings['n'],\n",
    "            name = 'n',\n",
    "            electro_optic_module=InGaAsPElectroOpticalModel,\n",
    "            electro_optic_module_kwargs={\n",
    "                'y': 0,\n",
    "                'T': 300,\n",
    "                'BF_model': 'vinchant'\n",
    "            },\n",
    "            charge_transport_simulator_kwargs={\n",
    "                'sol_obp_material': n_obp_material,\n",
    "                'sol_Nd': 1e18\n",
    "            }\n",
    "        )\n",
    "\n",
    "        wg1_obp_material = obp.GaInPAs(T=300, As = 0.53, a = obp.InP.a())\n",
    "        self.wg1 = imodulator.SemiconductorPolygon(\n",
    "            shapely.box(\n",
    "                -self.w_wg/2,\n",
    "                self.h_n,\n",
    "                self.w_wg/2,\n",
    "                self.h_n + self.h_wg1\n",
    "            ),\n",
    "            rf_eps = wg1_obp_material.dielectric(T=300),\n",
    "            optical_material=wg1_obp_material.refractive_index(T=300)**2,\n",
    "            eo_mesh_settings=self.eo_mesh_settings['wg1'],\n",
    "            rf_mesh_settings=self.rf_mesh_settings['wg1'],\n",
    "            optical_mesh_settings=self.optical_mesh_settings['wg1'],\n",
    "            charge_mesh_settings=self.charge_mesh_settings['wg1'],\n",
    "            name = 'wg1',\n",
    "            electro_optic_module=InGaAsPElectroOpticalModel,\n",
    "            electro_optic_module_kwargs={\n",
    "                'y': 0.53,\n",
    "                'T': 300,\n",
    "                'BF_model': 'vinchant'\n",
    "            },\n",
    "            charge_transport_simulator_kwargs={\n",
    "                'sol_obp_material': wg1_obp_material,\n",
    "                'sol_Nd': 1e16\n",
    "            }\n",
    "        )\n",
    "\n",
    "        wg2_obp_material = obp.GaInPAs(T=300, As = 0, a = obp.InP.a())\n",
    "        self.wg2 = imodulator.SemiconductorPolygon(\n",
    "            shapely.box(\n",
    "                -self.w_wg/2,\n",
    "                self.h_n + self.h_wg1,\n",
    "                self.w_wg/2,\n",
    "                self.h_n + self.h_wg1 + self.h_wg2\n",
    "            ),\n",
    "            rf_eps = wg2_obp_material.dielectric(T=300),\n",
    "            optical_material=wg2_obp_material.refractive_index(T=300)**2,\n",
    "            eo_mesh_settings=self.eo_mesh_settings['wg2'],\n",
    "            rf_mesh_settings=self.rf_mesh_settings['wg2'],\n",
    "            optical_mesh_settings=self.optical_mesh_settings['wg2'],\n",
    "            charge_mesh_settings=self.charge_mesh_settings['wg2'],\n",
    "            name = 'wg2',\n",
    "            electro_optic_module=InGaAsPElectroOpticalModel,\n",
    "            electro_optic_module_kwargs={\n",
    "                'y': 0,\n",
    "                'T': 300,\n",
    "                'BF_model': 'vinchant'\n",
    "            },\n",
    "            charge_transport_simulator_kwargs={\n",
    "                'sol_obp_material': wg2_obp_material,\n",
    "                'sol_Nd': 1e16\n",
    "            }\n",
    "        )\n",
    "\n",
    "        p1_obp_material = obp.GaInPAs(T=300, As = 0, a = obp.InP.a())\n",
    "        self.p1 = imodulator.SemiconductorPolygon(\n",
    "            shapely.box(\n",
    "                -self.w_wg/2,\n",
    "                self.h_n + self.h_wg1 + self.h_wg2,\n",
    "                self.w_wg/2,\n",
    "                self.h_n + self.h_wg1 + self.h_wg2 + self.h_p1\n",
    "            ),\n",
    "            rf_eps = p1_obp_material.dielectric(T=300),\n",
    "            optical_material=p1_obp_material.refractive_index(T=300)**2,\n",
    "            eo_mesh_settings=self.eo_mesh_settings['p1'],\n",
    "            rf_mesh_settings=self.rf_mesh_settings['p1'],\n",
    "            optical_mesh_settings=self.optical_mesh_settings['p1'],\n",
    "            charge_mesh_settings=self.charge_mesh_settings['p1'],\n",
    "            name = 'p1',\n",
    "            electro_optic_module=InGaAsPElectroOpticalModel,\n",
    "            electro_optic_module_kwargs={\n",
    "                'y': 0,\n",
    "                'T': 300,\n",
    "                'BF_model': 'vinchant'\n",
    "            },\n",
    "            charge_transport_simulator_kwargs={\n",
    "                'sol_obp_material': wg2_obp_material,\n",
    "                'sol_Na': 1e17\n",
    "            }\n",
    "        )\n",
    "\n",
    "        p2_obp_material = obp.GaInAs(T=300, a = obp.InP.a())\n",
    "        self.p2 = imodulator.SemiconductorPolygon(\n",
    "            shapely.box(\n",
    "                -self.w_wg/2,\n",
    "                self.h_n + self.h_wg1 + self.h_wg2 + self.h_p1,\n",
    "                self.w_wg/2,\n",
    "                self.h_n + self.h_wg1 + self.h_wg2 + self.h_p1 + self.h_p2\n",
    "            ),\n",
    "            rf_eps = p2_obp_material.dielectric(T=300),\n",
    "            optical_material=p2_obp_material.refractive_index(T=300)**2,\n",
    "            eo_mesh_settings=self.eo_mesh_settings['p2'],\n",
    "            rf_mesh_settings=self.rf_mesh_settings['p2'],\n",
    "            optical_mesh_settings=self.optical_mesh_settings['p2'],\n",
    "            charge_mesh_settings=self.charge_mesh_settings['p2'],\n",
    "            name = 'p2',\n",
    "            electro_optic_module=InGaAsPElectroOpticalModel,\n",
    "            electro_optic_module_kwargs={\n",
    "                'y': 0,\n",
    "                'T': 300,\n",
    "                'BF_model': 'vinchant'\n",
    "            },\n",
    "            charge_transport_simulator_kwargs={\n",
    "                'sol_obp_material': p2_obp_material,\n",
    "                'sol_Na': 1e19\n",
    "            }\n",
    "        )\n",
    "\n",
    "        self.bcb_far_left = imodulator.InsulatorPolygon(\n",
    "            shapely.box(\n",
    "                -self.w_window/2,\n",
    "                0,\n",
    "                -self.w_sig_metal/2 - self.metal_sep - self.w_gnd_metal,\n",
    "                self.h_n + self.h_wg1 + self.h_wg2 + self.h_p1 + self.h_p2\n",
    "            ),\n",
    "            rf_eps = bcb_eps,\n",
    "            optical_material=1.56**2,\n",
    "            eo_mesh_settings=self.eo_mesh_settings['bcb'],\n",
    "            rf_mesh_settings=self.rf_mesh_settings['bcb'],\n",
    "            optical_mesh_settings=self.optical_mesh_settings['bcb'],\n",
    "            name = 'bcb_far_left'\n",
    "        )\n",
    "\n",
    "        self.bcb_far_right = imodulator.InsulatorPolygon(\n",
    "            shapely.box(\n",
    "                self.metal_sep + self.w_gnd_metal + self.w_sig_metal/2,\n",
    "                0,\n",
    "                self.w_window/2,\n",
    "                self.h_n + self.h_wg1 + self.h_wg2 + self.h_p1 + self.h_p2\n",
    "            ),\n",
    "            rf_eps = bcb_eps,\n",
    "            optical_material=1.56**2,\n",
    "            eo_mesh_settings=self.eo_mesh_settings['bcb'],\n",
    "            rf_mesh_settings=self.rf_mesh_settings['bcb'],\n",
    "            optical_mesh_settings=self.optical_mesh_settings['bcb'],\n",
    "            name = 'bcb_far_right'\n",
    "        )\n",
    "\n",
    "        self.bcb_left = imodulator.InsulatorPolygon(\n",
    "            shapely.box(\n",
    "                -self.w_sig_metal/2 - self.metal_sep,\n",
    "                self.h_n,\n",
    "                -self.w_wg/2,\n",
    "                self.h_n + self.h_wg1 + self.h_wg2 + self.h_p1 + self.h_p2\n",
    "            ),\n",
    "            rf_eps = bcb_eps,\n",
    "            optical_material=1.56**2,\n",
    "            eo_mesh_settings=self.eo_mesh_settings['bcb'],\n",
    "            rf_mesh_settings=self.rf_mesh_settings['bcb'],\n",
    "            optical_mesh_settings=self.optical_mesh_settings['bcb'],\n",
    "            name = 'bcb_left'\n",
    "        )\n",
    "\n",
    "        self.bcb_right = imodulator.InsulatorPolygon(\n",
    "            shapely.box(\n",
    "                self.w_wg/2,\n",
    "                self.h_n,\n",
    "                self.w_sig_metal/2 + self.metal_sep,\n",
    "                self.h_n + self.h_wg1 + self.h_wg2 + self.h_p1 + self.h_p2\n",
    "            ),\n",
    "            rf_eps = bcb_eps,\n",
    "            optical_material=1.56**2,\n",
    "            eo_mesh_settings=self.eo_mesh_settings['bcb'],\n",
    "            rf_mesh_settings=self.rf_mesh_settings['bcb'],\n",
    "            optical_mesh_settings=self.optical_mesh_settings['bcb'],\n",
    "            name = 'bcb_right'\n",
    "        )\n",
    "\n",
    "        self.sig_metal = imodulator.MetalPolygon(\n",
    "            shapely.box(\n",
    "                -self.w_sig_metal/2,\n",
    "                self.h_n + self.h_wg1 + self.h_wg2 + self.h_p1 + self.h_p2,\n",
    "                self.w_sig_metal/2,\n",
    "                self.h_n + self.h_wg1 + self.h_wg2 + self.h_p1 + self.h_p2 + self.h_metal\n",
    "            ),\n",
    "            rf_eps = eps_rf_metal,\n",
    "            eo_mesh_settings=self.eo_mesh_settings['sig_metal'],\n",
    "            rf_mesh_settings=self.rf_mesh_settings['sig_metal'],\n",
    "            optical_mesh_settings=self.optical_mesh_settings['sig_metal'],\n",
    "            name = 'sig_metal',\n",
    "            calculate_current=True,\n",
    "            d_buffer_current=min(self.w_sig_metal/20, self.h_metal/20, 0.05)\n",
    "        )\n",
    "\n",
    "        self.n_metal_left = imodulator.MetalPolygon(\n",
    "            shapely.box(\n",
    "                -self.w_sig_metal/2 - self.metal_sep - self.w_gnd_metal,\n",
    "                self.h_n,\n",
    "                -self.w_sig_metal/2 - self.metal_sep,\n",
    "                self.h_n + self.h_metal\n",
    "            ),\n",
    "            rf_eps = eps_rf_metal,\n",
    "            eo_mesh_settings=self.eo_mesh_settings['n_metal_left'],\n",
    "            rf_mesh_settings=self.rf_mesh_settings['n_metal_left'],\n",
    "            optical_mesh_settings=self.optical_mesh_settings['n_metal_left'],\n",
    "            name = 'n_metal_left',\n",
    "            calculate_current=False\n",
    "        )\n",
    "\n",
    "        self.n_metal_right = imodulator.MetalPolygon(\n",
    "            shapely.box(\n",
    "                self.w_sig_metal/2 + self.metal_sep,\n",
    "                self.h_n,\n",
    "                self.w_sig_metal/2 + self.metal_sep + self.w_gnd_metal,\n",
    "                self.h_n + self.h_metal\n",
    "            ),\n",
    "            rf_eps = eps_rf_metal,\n",
    "            eo_mesh_settings=self.eo_mesh_settings['n_metal_right'],\n",
    "            rf_mesh_settings=self.rf_mesh_settings['n_metal_right'],\n",
    "            optical_mesh_settings=self.optical_mesh_settings['n_metal_right'],\n",
    "            name = 'n_metal_right',\n",
    "            calculate_current=False\n",
    "        )\n",
    "\n",
    "    def _initialize_device(self):\n",
    "        photo_polygons = [\n",
    "            self.sig_metal,\n",
    "            self.n_metal_left,\n",
    "            self.n_metal_right,\n",
    "            self.p2,\n",
    "            self.p1,\n",
    "            self.wg2,\n",
    "            self.wg1,\n",
    "            self.n,\n",
    "            self.box,\n",
    "            self.bcb_left,\n",
    "            self.bcb_right,\n",
    "            self.bcb_far_left,\n",
    "            self.bcb_far_right,\n",
    "            self.substrate,\n",
    "            self.background\n",
    "        ]\n",
    "        \n",
    "        #Just in case there are empty polygons\n",
    "        idxs_to_remove = []\n",
    "        for i, poly in enumerate(photo_polygons):\n",
    "            if np.isclose(poly.polygon.bounds[1], poly.polygon.bounds[3]):\n",
    "                idxs_to_remove.append(i)\n",
    "        for i in idxs_to_remove[::-1]:\n",
    "            del photo_polygons[i]\n",
    "        self.device = imodulator.PhotonicDevice(\n",
    "            photo_polygons\n",
    "        )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "82319ac4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 800x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "eopm = InP_EOPM()\n",
    "eopm._make_meshes()\n",
    "eopm._create_polygons()\n",
    "eopm._initialize_device()\n",
    "\n",
    "fig = plt.figure(figsize=(8,6))\n",
    "gs = fig.add_gridspec(1,2)\n",
    "\n",
    "ax1 = fig.add_subplot(gs[0,0])\n",
    "ax2 = fig.add_subplot(gs[0,1])\n",
    "\n",
    "for ax in [ax1, ax2]:\n",
    "    eopm.device.plot_polygons(\n",
    "        color_polygon=\"black\",\n",
    "        color_line=\"green\",\n",
    "        color_junctions=\"blue\",\n",
    "        fill_polygons=True,\n",
    "        fig=fig,\n",
    "        ax=ax,\n",
    "    )\n",
    "\n",
    "ax2.set_xlim(-5,5)\n",
    "ax2.set_ylim(-5,10)\n",
    "\n",
    "ax1.set_xlabel('x (um)')\n",
    "ax1.set_ylabel('y (um)')\n",
    "ax2.set_xlabel('x (um)')\n",
    "ax2.set_ylabel('y (um)')\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7eba896b",
   "metadata": {},
   "source": [
    "## Find the optical mode"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "954b7ced",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(<Figure size 640x480 with 1 Axes>, <Axes: >)"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAiIAAAFhCAYAAABNkMF1AAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjcsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvTLEjVAAAAAlwSFlzAAAPYQAAD2EBqD+naQABAABJREFUeJzs3QnYbWP5P/BFaVKEojQPfn76pSRUZMhUpgjJXJnnec4s85R5HkpEhZQopZRIKjIWmULmIWMq7P/1eTrP+19nWfNa+5z3sL/XtZ3X++6911rPcN/f5x6nGgwGg2SEEUYYYYQRRhhhMmDqyXHREUYYYYQRRhhhBBgRkRFGGGGEEUYYYbJhRERGGGGEEUYYYYTJhhERGWGEEUYYYYQRJhtGRGSEEUYYYYQRRphsGBGREUYYYYQRRhhhsmFEREYYYYQRRhhhhMmGVyfjGC+++GJy3333JW9605uSqaaaanLfzggjjDDCCCOMUANKlD311FPJrLPOmkw99dRTLhFBQt71rndN7tsYYYQRRhhhhBFa4J577kne+c53TrlEhCUkPsh00003uW9nhBFGGGGEEUaogSeffDIYEqIen2KJSHTHICEjIjLCCCOMMMIIUxbqhFWMglVHGGGEEUYYYYTJhhERGWGEEUYYYYQRJhtGRGSEEUYYYYQRRphsGBGREUYYYYQRRhhhsmFEREYYYYQRRhhhhMmGEREZYYQRRhhhhBEmG0ZEZIQRRhhhhBFGmGwYEZERRhhhhBFGGOHlT0QOOOCAUNhkq622mlSXHGGEEUYYYYQRxjkmSWXV3//+98kJJ5yQfOQjH0nGSzO9R555OEmefTZ5wzRvGDXUG2GEEUYY4RXZmO7Z/zybJG94Q/KWad9a2ZxuiiUiTz/9dLLGGmskJ510UvL1r3+99L3/+te/witdq34YQEL++n9vSxa4ZyhfP8III4wwwghTBN6YJMlv9Ja96YFk5jfNMlnuYej0Z9NNN02WWWaZZPHFF6987/77759MP/30Y6+hdd599tkRCRlhhBFGGGGEJEk+TR8+++xku/5QLSJnn312cs011wTXTB3svPPOyTbbbPOS7n19gzsm4viD9krWWm+jZFi44847ku232z65//77k3nmmSf51Kc+lay22mrJsLHa6qslr3/d65Ott946mXPOOYd+vR133DGZbvr/Nib82i5fG7o58avrfDWZffbZk7e+5a3Jeuutlwwbl19+efKjH/0ouf3225MzzjgjecMb/v8aGgbOPffc5IYbbkhuvvnm5Jxzzhm6+/Df//53WJfvfs+7k5VWXCn59Kc/PdTrPfLoI8mGG2yYvG2WtyWbb7l58r+z/28ybOy9996hE+g9996THHboYUO/3lZbb5W8/e1vD3O3w/Y7DP16V/3uquSII44I15wUz3fgQQcmN910U/Loo48ms8w8S3L00UcPfV/QEX+7+2/Jeuuulyy66KLJsLH77rsnc8wxR3L++ecnp556avLGN7IfDA977rln8s53vTPIm9NOPW2orpJLLrkk+fapJyTnXvKbl+jFSY7BkHD33XcPZp555sF111039ruFF154sOWWW9b+jieeeGLgFv3bJ55+7MHBwKMnyWCjddcanHLKKYNh4NJLLx0sscQSYSyWXnrpwQsvvDBYddVVw++HiSuvvHKw3XbbDf7+978PlllmmcGLL7441Os98sgjg+WWWy78/OUvf3lwxRVXDPV6xx133ODwww8fPP/884NFF1108K9//WswbHi+hx9+ePCTn/xksPnmmw/1Wvfcc8/gs5/97ODf//73YK+99hpcdNFFg2HjpJNOGpx88smDp556avCZz3xm8I9//GNo17Iev/SlLw2uueaawV//+tfBWmutNRg2rNFll102/GxvXHDBBUO93nnnnTfYcccdw7MuueSSYVyHCddZaqmlBg899FBYq8OcPyAzjeMtt9wy2HrrrQe//OUvB5/73OfCHhnmM5KnTz/9dFijwx7TJ598MshtINOM6z//+c+hXe/2228frLzyyuHno446avCNb3xjaON40EEHDdZdd93Bo/ffPaYLg17sEU3099CIyPnnnx9u4lWvetXYy/9PNdVU4WdKZDwQkScfuX+w/vrrD0477bRer3HMMccMVl999cEzzzwzePbZZwcrrrhi+L3/J5huvvnmwbBAyCM/8PWvf31w7rnnDoaJfffdd/DjH/84/Pz4448PVUjceuutQSAgdXDqqacGJTpMEELbbrvt2P9vttlmg5/+9KdDuZbn+vznPx8EfBxPAn6YZPI///nPRITO8371q18d2vVOP/30sGYi1l577bHnHRZ23XXXwc9//vPwM2Wy2GKLDR58sF/BG3H//fcPFl988cFzzz0X/v973/ve4LDDDhsMEz/60Y8CaY3XO/LII4d2LWScbLNWybaoPK+//vqwju64446hXNehdptttgk//+xnPxtsscUWg2ECGTjnnHMmeu5VVlkl7JdhYPXVVx/85S9/CT/b73SGMe0T1r69bT26RloXviyJCDZ5ww03TPSaZ555BmuuuWb4uQ4mBRHxsw213nrrDb75zW92/m6n2E022WSw9957jymP3/3ud4M999xzIkFFWQ9DEDphskpEEBSuNSwmT9gS6pEYAIG/0UYb9X4tAoCl4G9/+9tE4034DUs4AIFw3333jf0/Mumajz76aO/XOuKIIwZHH330RL/72te+NqZEhwHr/thjj53odzvvvPPg+9//fu/XuvPOOwOxSs8XUj5M4oPMsRakydyf/vSnoFT6Jni+j2JOK5BhW+58vz0Yyb89gQgNg7xee+21YSzT8oTVNcLe9KysXX3DoYrlJYLMZv0dBsgzY2os0/jud787WGeddSaSd33gN7/5zUssrQ888EC4h75kN71j76UtrC97IpKH8eiaiYNvYVlgZ5xxRmcXRVaAcyX88Ic/nOh3yJhFgSj0CSSIkE0Dqz/ggAMGwwBLUp5FYqutthpceOGFvV5rn332GXzrW9/KtT51mbcy/PGPfxxsuummL/k9colU9wkKefnll3+JAmHujm6FvhGVZFbYUZqUWZqAdYU9Rmkhy3mnwWGdpB0K8txb+++/f7Co9Ql74eCDD879fd/XirAnshaQ3XbbbXDZZZf1eh1WVocaci6NNBEBBB1ZYbXoE74zTQwee+yxsHaj5alPWC/77bdf7t9OPPHE4I7qi+i98MIL4YCVHddo6SJLuwIxNHdZS/yIiIwzIhKFspPZt7/97cbfedNNN4WJdmLIYoMNNhjce++9L/k98/4aa6zRG7umsCiyIv8xRtwnfC9llcfYESxCoi+f8R/+8IfBaqutlrv5o6m971MKiOm56667cv+2xx57DM4666xerkPActnlrRPYfvvtB5dffvmgb5x99tmFvmhkmTWoL4F7yCGHDE444YRCs/uGG244GIZllpDPewb7XQxAXwTotttuC0o5z+2cZznsA76X3MlaW5AGsqUviDlx/+IYsmAByh6o/D8XcRtZmgfWgbzncehDuvrGF77whVLZdeCBB4aDUR8488wzB4ceemjp4bKLK5irzgE5z4L7iiQiTTGpiQgQIl/5ylfC4qgL8RGsGzZLHsoCRgnmXXbZZdAH+IiLFuzvf//7EAvTJ1wr+qWLrAmEUVdFFklN3okhwkbu25Vw4403hoCuKvIguLQrCFOkoAjW1gorrDDoE5QiIsnVVDauxx9/fOdrcVVUkZovfvGLY7FNfYHC+MEPflD4d4oVGakTs1YGn0f2uZ7KiJgg1r5deUXWQONZJJOaAMkRt8QKmAdxGzG2ITsmrIksRF1lgODYItJPxvQZS/HnP/85uH2qIBg560Ztiug6f67EqhNdwU0Pdfa3kAAxbVkXU8SIiIxTIhI3kDiL73znO6XfY3PZZFw6RQvJAsizUmRPu13NthZ0lV/Yffbpu6UYRelX+XW7xt4wTVZljoikF1Hfp19cEKXg2CqhZX67nHSvuuqqWpkjgvOKlEEbUIoUdRk8F7dQnjulLuwNa7PKIocsE5p9gQB33aq54TaRRdAF3DxVAe9l1pk28H1lzye4ssi9UBfulZW4LMuIRe2SSy4p/DwZYA932SNIFVdMHrgPHQi6ksm0BSKd7VkEz8aK18XqI2j73BrJBOS2Mai7dqx97s5s7FcWIyIyjokIWNQUUdEpNUYfO+WULQ7xGgL/ytBHWi/LSl78RBp9pvM6gdQJSBWUyFpU5N6ogiDNjTfeuNZ7Cby+4lKapJWKrvdqAwTKaadIyKbBbbPSSisN+kyFpMyqYO6yAaZNsNNOO9XO3GIS7ysuRYp3OuuhKsC0jvLJA3ds3cBX2Tt9pe9zDZat9xhw2UVB77777pWnfhmSVZlrSBrXSpt4DrI2lgcos5iUuTeaBDY3iccytlzGYjmaAjFnjXuxpjxGlsWnVIGF1t7+xS9+UfneEREZ50QECF4BiSKlq6KPi8DSwUdXhS5pvQRO3ah8DLwPFwbrSp45tkipI0BNT0QxFZiyruvH7ivVlWm2bnaX52IVYR1pc/pqEtSHlPVh1aLAmvi4WbUQvaYQ19IkI0bqcEzR7IIYN1RXCccMhaaKMl6nyjIY4X1VFtI6kHFXR4mxeLUl57FWSBW4YOvEaZCXlHzTGic+V5X+bBy4j/JiWJoAmUGsmsCaMae/+tWvGn1O7CArYF1E62RZqvtvf/vboAvEK9XBiIhMAUQkkhFMPpKJoujjIjA1190cbdN6+cDrmpb7SOd1Ym16Mhdn0PTEwj1mY7WtF9EWUhCdcJuAtQKRLPLF5uHiiy9uXAuBdYJPvAsIbS6CJgrBZ1jtKJ26YG1pUxzN6beuYi9Cm0wqCmiHHXZo9Bn1ZbIZcVWQpin4ugusmzqFA41jGyua+K9YK6QKYrdYj+vg6quvDsStKCi7iHzXcQ2Ss8hI24NIzCBrY0FyWHIIqrs/WJTFIjbF3XffHawdeYdOFnFxWE3224iITCFEJJIRm/I973lPYfRxEZq6Qtqk9ToZNVl8zNV82m0huDadz18HsUCPANA6YIVSP6MpBHRVmXHrkMc2ikIwHXN5HRDehF5ZoGiZtabuOOaBBaZNpoGxzUv1LTvxNV0n4DNV7swyENJta8sITv71r39d+z49Y1Mgk8z5bSEgNhYRqwMkoSyINs+dTKbUnWd7O5vCWwakou5hLlamrQuHnbaVsh3ouNrbgnsVyaqyFHsmFpS2gdnf/e53J9ofiJPAWdarpiRqRESmMCIi2Mq9VAUvpmFRtFGKTdJ6WQyamrJtBIKmTTpvl6BQlhTBdVUuJLEsRay/7ilVgaA2MCbiFNqCK68qoNTYIbZNzLJpdC2LTmm0LcbGzK+GQhVYCdq6WOL6bHuP4hXaKiOyhpKskjmIv/fVibEpsva1rSbrJF3XbQj2Ql1iJ76gKkMtD02ISHSF2eNV+1T8jWD+JjIXcWkTZ0RWcwd3getaF2Ukg6uJ5bara/xXv/pVWH9IqWrFbTAiIlMIEbGwCEVBqxQAJVVXCYsZaCuM66b1Olm1YdZO/G3SeZm8m6Q2ZyE+pUwoGlvZOOqytIU5a0smnCrakhigPKssHaLsy9Keh6nICC+npy4QpFwWcMkd0LUiJDJe17qUV66+iYssb4yq0jcpgi7rBJFos/+Y9JtWoY2ByVXEPtYKqRtfkFXiTU/jKsHa62UxGYrR1bVQpceIG7HpZ8Rr9QEuImQkz70Y12fXFhgPPfRQ0I1eXXp7jYjIFEBEmF4tmnQQomDPsnoPaVDYXVK7qtJ6CYy6vtkiM3STwMfoQ+0i5OOJrmjzSDeT7dAV6hc0da+kG6N1ASValIaKNIrP6FqSvm1ZdD70rq0FYmO8vNMjpSe+Jq+wX5s4lqZ7P69cfVtCWlR/RAaQTKCucJJtEisB4j3aZKAZkzK5FWuFSCVvg6KijVUgS6zjojlTm6XNXuF6bNJjCylsE2xeRjSRv+z69ZyaSzbBP//5zzAvDoEIsIOxg1YkIuR42zoqIyIyjokIl4iS6JR8lrnasE4NddItuQi6NLerSuulbLtkUERrT10Lj5NLXvnqpohm7ezYOuGnG9p1DThtGtRJePXV00VAojoOZQ3tuoJ7p0mWADdeH+WiAZHMC7aTptm1dkXavZNujte2XH0bxEqoWdIWG9r10TcmdslukoHUdv7I0CKSbf9TcGWF36pgntqezF2flVRMWFoWkU9tD1rmr25avNinvosFxv3GZRXj/cg9a6fMcvTss89ORDoQMaRDYTIpwmmXk7+RKWJSWHPIFq7TJvJzRETGKRGxcJ1UMNciBU0g1Kmh0cZcWTetN/a16Yom6bxNg2LLIMc9XdI7NrTrs7Jmk6DOPlN/ixrjKfxEwPQFdS+aBEsKFhZ/0xe4DtOp6QIiCce+CktFl0JdM3ZZufo2ELSZLiLlXxaJJvEZVaCo6ijL2KahSzYRmZXn8uQCa1sHJ4Llt2u7A/fgdB8trmJ96tSBKQJiVKdCqsD92D28bwgMp088k4ysdKo+0oGsHH300cEqRL7ao3mkI0++ZN3PdIJDALmjv1mdQPgRERmHRETqlZO6FLMqUKJlJ4CmkeRN03rVgJD+2RVOj3XSeQVg1glSbALxM7EQEF9w343rBBbXDepEyNoUJSqDdRQb4yGSTl19d0SlKNPdiIvATZXXvK8L0o3xYt+WNvEFZUCS61jh6pSrbwOW0Rj4Km6rS1ZFUeBinXou1mbXuCLEKtvhleuX5bYrxHH00VjTfFPGguKRvq4HH2nOZVZOBGFYfaoiuIje+ta3Dt785jcHssWSGC0d5vTCCy9snDggbKBovO1LxNABlqWpzGU2IiLjiIhQDirW2QB1o8VjqlaRiVYjrT7LVafTepGGPtt8SwerSuflBmhbHbWqGBRC5fuH0bYcEamqQUDoDattutONiHYn+z6tEWmCUWediduoQ1iagsXJvlHHpqq6ZhvE6qBV6ezK1Xct056HSLCcZLk2+lZYsXFkGYFyD8agbYZOGhRgLBAolkmwe1+u0LoVkOuQmrnmmmvwmte8pvN3saaxEBQVRWRxyXYu7ku2IQsq01o/MZ4DQeij+eg+++xTGSxtbRlLLmourryYuRERGSdE5KF77wy+OBPbdEMyRRb5wzH7timEVWm9TmZt07XK0iWLTIFM7n128kyTNUFi5thY9X2ajYqyyjyramOd6rdN4bQlTsTzEarDanNfVRZdIFvfDQ/juhHgF4UsodeXWya7z8qURVMXThM4cKgo6/nIiK6BvkXPV+YaUaiqL2XpuxBG1hGkpI94muha7aNibDx0xTVFLiHz4mnaBnjbg0XZi76/D4JnHC+77LLg5mIJNxYOd+I9yAHX4YYp6tDeFL6/SRVgsWQ63yPTYv3iPh0RkXFCRD636IKNSmznpZrmmaP5z/tYcGnYiE4wxkSMRZu+DUXAlosUtgC5Ou6qKphHzbMEVlEc3FvMlm984xuDn1SwFVcDktW0jkEZnAiKrAHRKtPXSdfJyzM5gRD0hNFss80WYo6QAXEw1gYB1dc1q8qiI5F9uUysQQLX9cwhUz/z8gILLBD+ZbWTWoyI9yHg00GoReu9abn6Khgr5JTQth4F4L7pTW8KrkOuNs+oDoRx74N4laUce+aq7qxNYL3PPPPMg0UWWaTXPQZdXdGsXlwJZJx6Jr7P2CAhFDxlzrLnINbUOssdkq3vQ+a1Df41H9K8rXnrhOxyKEU2svPouWI8h8BY7+1ykHz++edbjzVXl6Jv1pvOzQ/cffuIiIwHInLjNd26mWKa2GnWrO93fUTWC3aUBkyZUGxiKeLpzIK2IAlF1pKugl+gWLZEsRTNtovehkFg3CshwueLcIjdSI9XOujWCZT5EnmwwQUfNqkK2TQ+AkGoahZYBQGELDpcFObdd6b9sq4dg3CRD2NizpASY46cdbUGFZVFZ7FoU0o6K7wEglLC1iALAStLnEOkKt2HxrMr6R/Hw5x3dQshA76zj3L1eesUqVBfBbkS1Cl2I20tSK9R7/fMlKPxoDjdXxeTu+DCvBgpyqJr7BRlTkGKg/Ic0dqgu3gfMiqiSQZeFrr3IlzpOC3flyXr5BGSK0jbvCPCPlNlDUO6sq50hLkuQUc8WPzIX2NI9hpPJKmqnAHinnZ9Wz8y9BzE2likrr322k6Vh+Oa4JJfYuH5R0RkPBCRFZZZIlg1sERZCG02kkWWLvIVXR1t4LMi2zWrQgAoZOw5bRJOC0ULimJz/6KzndYElfKZN42wz0vnFSjYJK2PwpUnL+2YkKZwbeCyzVqU/WOTOu2y1BA6TLRMym3mKM994Z4IvzYmXwTUmJsj8S3M60VVGdNEJAsnO2Z5CpvidtprE0vCH51X2wIJaVMfgRuJEiRwEUhzWqRos0QkayGyfrg/zSEBrKJsU2uQucqzGlBgbcrVU1wsV8bHfSEVSHjR2irLUHPKtf/FI0WLlzXfZF3lWeYcLNp0z/UdlJX1ad1bo56PQqRQ3R/ihfyIT5E220f8kMNS08qk5BpCQGZlyYRA07JK1uZKKrz9Y+84uLBKmMe89YVMIxJgLZeVyUdYxGA4REXiYY37XVPy5nMyLbMg2wSU3tnwoOV5u2b5sDghM0svvvCIiIyXYFWnUX5EOf0UuZOfE07dAj0x8jqmalIkTXzyhIPrY/cWJnOhSO+iBV8mFCORcXqMZmSnB1aGOsLGRo7xEnUiyikam4L/0b074QsAa2L2rZOGTBgTAubIqdUYEax1hT3Bm80OkDFQp612HNfYZdRzOs0Isq1jMi8jImlY504p3DrmjdCsS7zyyqI77dWN7THHCAUl5fmsXyfNOpaaMiKSvYaTOQHoGtYlYVy3rxKSli3w16QUPOHLWuXg4eXnuunidVPlPSOiZe7cm4MEa1kdculAk26gh3jX6Zxr7mVlsTxxJVk7rDuspHlBmoJ6Y7VSn6UkyQqf9Zm2LkNrx3qtA9c1LvZyUeFBMrhJ+i55SSZYX8bA2neIi2Pvmp6RfDS26WwanyUjrGNz7YWEGJuuViOHjCLLB8K/+OKLN8qAZIGrk/KdB/vPuDgoWgNPPfrAuCAiU/lPMk7x5JNPJtNPP33yxBNPJNNNN11v3/vM4w8l0844y39/fuzBZNoZZp7o7w8++GDyi1/8IvnZz36W3Hfffcnss8+eLL744skiiyySvOlNb8r9zt/+9rfJ6aefnpxwwgnJhRdemNx7773JRhttVHgP999/f3LRRRclP/nJT5J//etf4buXXXbZ5H/+538q7//zn/988sMf/rD28/7tb39LLr/88vC6++67k7e85S3JggsuGF7/+7//m0w11VRj733uueeSZZZZJvnxj3+cnHfeeWHsN95447G/v/jii8l1112XXHLJJckVV1yRvPrVr04WXnjhZMkll3zJd9VF0+exZG+++ebkBz/4QfKb3/wmefvb354sv/zyyRJLLJG84Q1vKPzccsstl5x22mnh+V944YVwz+bgta99be77//Of/4Qxc52//OUvydxzz52ssMIKyXzzzZdMPfXUte93s802S3bcccfkXe96V+3PPP/882FNGZfrr78+mW222cI4Geui+41zstdee4X/32CDDZLNN988mXPOOXPf/+yzzyY///nPwzWs13nnnTdc4+Mf/3ij5/vd734XvudrX/ta0gR33HFH8qMf/Sjstde85jXJUkstFdbeLLP8d29mYZ8svfTSyU9/+tOw7n71q18lF198cXLAAQcUrpNrr702PN9VV10V1ok1YN7f+MY3DnWNRjz22GNhXuxze/5jH/tYeM75558/mWaaaSZ6r7222mqrhb338MMPJ1/96leDLMnuKc915513hnG77LLLkkceeSSZY445kkUXXTRZaKGFgswsw0knnZS87W1vC2ORlXunnHJK+F7j/JWvfCWZccYZaz8r2TfrrLO+5HuzsJe22267IFPtDXOZB+v+rLPOKpzfKhhD69L4G/sPf/jD4eX5X/WqV4XvtYasDWNq/ZPD9nfRHmsKcoZsMo9FeO6555Itt9wyrM/dd9+9dO+5T3Nj3dcFOfb9738/+da3vhWe35i/5z3vqaULJ5X+HhGRisE3PLfccktY0Da9RWOh2kT+TW+iTTfdNFl11VWTX/7yl8lnP/vZ5BOf+MRECpxQtCAt/JlnnjkIXULxzW9+8yQRiukNSoH/+te/Ds827bTTBsGImMw111xB8f71r38Nz3v++eeH8UfKvAi9j370o+H5fKaPDUtwUUhtcc8994TxIHDcj3FF6maaaaaJ3nfppZeGZ9pnn32Ss88+O3nooYeSLbbYYqL3PPPMM0HRXXDBBWGcCHbkA8lqizZEJAvzZIzcPyXqGQmk9DNaq5TcOeeck/zjH/8I1/ScaSDW1qBnJCStY+MfBVMbtCUiabhfypoSfvTRR5NPf/rTYZ3/3//930SK+Oijj05mmGGGZI011ggCnlKxlyLsT/vPerj99tsDefQ99iLl0xZd91yUAX/605+CErnyyivDvkOezdk73/nO8J6dd945zOu5556bfPGLX0wWWGCB8Pu///3v4bmQBHP4/ve/PxAPxPStb31ro/v43ve+F8ZprbXWyv27dWEekHZExEFknnnmqfxe83fbbbeF9V5EJPfff//kpptuSg499NDk3e9+d6UCXWmllTqPe9wbruu5dtppp/A765X8tTb6Ih5ZmG/70XNX4dRTTw1705rOyq6Iu+66KznooIOSY489tvL7yGrk0LoxjuY7S8BHRGQKISJ5m+Pqq68Ogte/r3/96wOLJlCc5Ey4U/l3v/vdIHi8z+KiLAlFCnI8CMU0nnrqqXD6RkxsHPcWvx/hcHqyYSmttNDvC12JSBqPP/54sHL4PqTCPVNY733ve8dOE05ZhLxnNFcIh/f7HCHsmY2x010f6IOIpEFRu1cvc0cZuV+WO2vNSZLiWnfddcMJ3P97VsrP/FmDnrGvPdUHEcnuMUTZnNx4443htO/5kEKWIvePTDrlHXbYYYFQUjAUPAX7mc98JqypD37wg0lf6HvPxbVq3ChwFikE33xRWhTRJptsEogH64e1iHh4tne84x2drutAwSrBWlYFxOL4448P8+CQ9aUvfSnIvDywUiIvBx988Ev+xvKw9957h2daccUVa1tO7Vdz28bSmgUCt/7664c9bnxZq04++eTO41kGxPl973tfODjUwbXXXptsu+22yYEHHhgsNFl8+9vfDhaT1VdfvfA7brjhhuTII48McoJVlOwusrKMFyIyihHp6BeLKaniOwSqTTPNNOGe+aAFiinp3XchsD5KuxdBzIUA0xhZLzBqmFUHh/k8ecGuIt3nmWeeEOORDjaVQdBX+fq2MSJtwH8tYFNRM/52abVx7lxXLIa4mqbBk01QN0akDWL8gyqSYi7M1cc+9rHwfIIZ4+8Ei7b1m0/uPRefU3yFgNc4f+K8hlF7RnB7DNqsC3E8YjbsI7FWeUUCxaNIr01DrJi4MWuxzf4SR9TH3hEPIt5NXxYyTSyMQFe/K+sk3RViMZquy8ceeywEiJv/bHwYuZUX6yeGjh6yTpVHqBugPqoj8jIhImnYnP/zP/8T7lmwlOC4KUkoWrwUl3RB2TJqlQjok/3SZ2fKSS3k08GuUYl5CbLtsxbL5CAiaRBa6hqkFdmkwDCJSN614vNRisMoYjY51ihFL9iT4qKEZLl4vi5NM4sgE6Ws7kwdIiMLymGL8ktn9cRUf2uRHKHopbi2hcwe12gLhyikSy+XGLgrKDi25/A7WTt+N4yqufRA2/ved999w32nA8az30c3KnEgo0wQclPSM16ISP2ItBFKceaZZwZTpzgFZmE+UGZA/r5x7P0K4EL6xje+EXyngtXWXHPNYL4UQMg/zM+46667Jvvuu28wm/cNZkPXGyYE6R511FHBvP3JT34yOfzww5Mjjjgi+f3vf5+8HMAcywXFhG0uzzjjjOTWW28N5nRBoVM6uKDETzD7cx9yrQnm5DIR0zTe91gZxOsw3VuX3/nOd4ILb+211w570b7zzH3uDzFp3EJtwWXg3ry4brj59ttvvxDsCmJzvvCFLwT3IHfZpz71qdbX4s6+5pprWn1WjARXuSBQ9yomB55++umxn/3LncSFYK+IVeoLkgS4ZdrKxF122SW4YKxx48zVEoOHjfFWW20VgpvFF1lD22+/fYifmiIxGMeYEiwiTmRYq7ROpm9MNpY6dlLAVp2m+mwG1ufpjOnXKcbJI20GdMKV6hXhb2plOOFIT+wTzLnDKO8eTzzqJHCTMcumx4/ZmHlfOtywyq8P2yKihgVTrFNdtMBJc42FoZifnbDVGOmr0umktIjYT1J2nfikuEfrQXQBWDesQOo8KLI2JVlE1LKQNst1lrbsSE2P8sK+8/xOwn1ZJaXlZzu3dp0jrg4Wkmit6kvepauSNgErTFE5daUG8u7POvaZuinIVVAoMV1fqi3uvvvuMP9q3qiXov6Jn7PFJ9tgvFhERkSkw+DHbr2KSaV99gR/tvgVQaZsdB8lofsQirHRH7dL3qYk3PPKulN8lB4/cV/kgTBuWgipzvOpnUKBZYv/ZMePgLe5tekeRpzIMIgIZXL44YcH832aMGaJSAQlbiwotb5N0MMiImo4cBXqs5IuZJYmIhFImPorSJk1Op6JiPHn8jR3eUpPca9sDIbno5B1/x0vMiQN5dMdUqJbWm0Mh7A+4nbIqCb7npzl4iray2JWHnjggdy/9VGCPR3f0kehuBdffDH0h4kkTy+evjBeiMjINdMCCBzTvuh22TGyZiJE9Wfz4qXaSQdVg4QJVnT55HRliB5feeWVQzSzzIQPfOADL3mP78/L7FGDQ72UxRZbLGQviOrvCqlzUvv6wh//+McwzmoHMA2LvC+D1FwpjTKfmHJlCZjH8QrZMp/73OeCmdbPTPpVYD6XncEsLV1UvZHxCm407kF7S4YTl2e25kYWzNPf/OY3w+e8uKeG4UbsChlM1iYZIhtEpkwW3GtZV5Pnk9LLrWLfcbuNB1hPW2+9ddgzUsVlMpEt1qX0XJlb66yzTsjKa+s+k54ss60KsQ6L8bNuiuqpyKYrqiNDvqmfxPWhDpQsrC7ruCpFuQqXXXZZWC9qNxnn4447LmTVSN8dtjt7UmJERBpCqqCNRjASlBZuGhRYngK3OdZbb73gq9xjjz2Sr3/9660FJcXd5rMEAR+0QkVS6RQVKkojziNUaVBmyJU6I1LEuvhW+yIifNTuhVCUk+/5xLnUhVRfvlZEj6IX7zOe8Oc//zmkPkrDNfbiCJoUHrNmKXVCWm0DdQUIy/ECCsLeUNtFPIgUxKJ6CkUQj0AJImnmsEnhp2E/2w477BDiPaxNaaxNU/jJEIpdzJbvchianMrIOItfQPQ9E1ko/VgKqrUmToRSF+ci9RkZpkARhqZxIr6zDOKGXE9hMLETZem+CvkVpSCDeSEfxfp5PrU7miIdz9E2JX755ZcP61e8l30hBVbtKuNONpPBCN7LASMi0gAKYmHcqt+pDZG32AmGMgUuZx2BYYWwgdsEYlGuTRW3wC0nRYWxnMQUiipDkUUkDRYeAaBf/vKXgyUBKZkcROTf//53CA5GsBCRWDmyDTyz7yBAYyEgBGByQmAh4Yq8qpvh36aVQdOg3Cl5wcmUPiFHUU4uIMiCvQl9hbOso6r1WQbkDElD1lh+zKG6GZMLartQagKlKRXBk2XIs4ik4ZRtjKwB36v44KQEwo/EOq17NpbECMGZ6p5kLcKsx97LumFu7LE//OEPta6H3BTJSeNkv6smTK7WCYwVnF+HwLNEIH3utSmhte4U5WtjMfviF78Y9oMDlXoiWTIeZZRDpWqpDrgOyFM0BuMY4yVGhH9a/wL9N/J6N6Sh0ZzUtjrwXvERAgmbdGH0/U0a2ulfIT6gqKdDHgTQNQmOc/+CQvlmm3Yh9fw33njjoA3Ef3g28SB1m+E18Y8LYtWbQZ2OtrEHbWNEBD+rQ6M+iJbjdZEXI1IEYxbXR5Mx7CtGRGyBmAKxD3V7euTFiFTNoVojgkDbxiy0ianQq0qvGbKjSTyVvRcDq6ugRpGYBvEYTWJ/fKZprFAMnLUer7nmmsL3CX6vimMRRC3OTAyQWLWyNGzy3zhmQRYL2tQTpsmzaI7XBGSb+h2777577fic7bffvlHwtPkmZ9Q8Kqo7JaU7T4ZLHhBvJJaqaa2gUYzIFALs3qmDL/fEE08cS/sqQpVLIw2nAyckLJ51RDXJuhYEVoAqMIFiyyqmsoLoIVIXVZadLF73uteFk7pTthOPlLi6PuE2Fh4+cifd6KZQ8ruP6otZOOGpZsgSxqLEIlFn7LtCxU2uBXPtNKaq6DBgzKxv13jggQfCOpwUKc3ilKTfMumL7eD3buJGazqHTphM96usskpwDwwzBsjeYXGSvs8tIbW1rAdSFyjNL33Z/jOP0jzrgDVTfEdd+F6uAtVIuQZYKYqgL1KVlUZPrUMOOSTsXWMjdZa7SixEFlwSqnSmwcLFgsYyY4ybuCibwtiyTqjOTOawLldBJdo6Vj0pvuutt16QnSztrDtF7RaK5BsrojkxjuM9/qsQg3GMyW0R0TYa02yS2im6XeR+U8gaYXFRobWqSJP0M5k4VZUEZfTELptN4T7aprRi5U64Tl1V9wkK99QteiQS3knKCanOd/eZMeDUxWpgXM8777za1oMmFhHZEjqEOlG1XfdNLCJ5bdmd/qSk1+kY29QiwprhvU7NeamVw7CIpOFEe9JJJ4UMj5/97Ge9rxmZdPGU3zY7ydy3SdXVTt59OhlXXduarFPxmTVYsS+puXXlwTe/+c2Q6t8UuuJKp2chY3lJW5Hs95gF47tV1K27PvvMGLJm7X+WvC4px/fdd1+wstrr1113Xa1rqwxdZdXWidrc2r9FmUFpjCwi4xj85Xxw2LmskiZFaYqCVasgGp7FBcv30g+iCE6ORadygVj8/iLsBYhpZNcGdWJEisCS4oTLeiB4rCqork6MCL+u07MTCdYvQp/veVLCqYvlha/bicc8VQXR1YUTnwBERYycoDW26rO/Ul3oReP0Zw3ZA4rY/fOf/+z8vaxjMpP43WUp2VcaLE5qWNNOoPaHwGQWkrpWhKqCa7IaWEJYOVlD2p7Sq2JEiuDEzjpi/1mbZYXsyJuqAHOWMRYyBdbETNWVg3WCS/PwoQ99KBQZNDfGQFKAdahZHQuMAE6NRclllpS+ekE1gTVrLAQdy2DJmyfjJqi0KIjVPpeREzPDPvKRj9S+ftW6ECCrv40YRjFzxnM8ZwBGjIhITvQ1E6fmThRCVdpgF9dMUeYGAsGVQmDmVUAscs2IoJbaR9gzP3cJaGzqmsmDgFzPwgxMoKn+2YaIcL8gH0iWFFSpw5MTTKC77bZbCGQ75phjwjxJFW47zhpvyYbRnIpg6rNZWxeBiywgDdaTtMy26ZeUknVJ4TMhI5PDcKM1gdROygTRQv4oh6z5vw6MicBRbgvjJLV9GI0h6wL5UQ1ZELlDgPWJxDchIjEll6IVENnU7WnNdAkOtr8oUWtFlpBn4PKVdcNdecABB3SSTV2r8Bo7WWdc39yL2UDvyy+//CWBqtbWnnvuGVxJZCEile7OXgdN5gAZpEMcZowZ9/x4xoiIpBanzaurp0XWVtl1JSKAQKiDIP/eqcApp8wiQolLd2RRcZqwYbuirWWnKG1ZzAg/qAyNLOkoIlZKRMvIkW7qheV3Hds+4USGRPBtOwFbO8hSXRAOCJZnR7CQ0PEEc4c0UAh8/gh6k5Ou7IoNN9wwnND4vq1R/vbxBPEMyB8SiAyaz7opsVKfWVQcXoxRX/PX1iKSBusFZed7kKRsJksREclLyW0Ke9QY9lF2X2wei6qYEqjKOKqCvdZHLBLCF+PhjG+6rguLiLgNIA9YN8lxVhLkIF13apiYeuqpA1FiiXSQIEvbHpiGjRERmWAuYwGxeUyYINLJaUmImH/++cPCtbCZ8WKKVjq4kxB0EtP/gbLvq9dAF9dMkdLmTplzzjmDkEvnv2eDVRURclJlvuTiocia1pOYlHD6YD348Ic/HE7+AiPzTqER6hLoIcHEi/QiMuOJYGWBPESiay6Qi9hXJA/mkrXBqTbWzpkcZvQmQCKQQYqq6gSJpEsX5yZAPqWO9kmw+iAiUREh7w416sewcMR1mSUiZEtRSm4bKMB27733dn4G42CcuXlZhyn/NnU90taeLpbiLKRkC7ZmfbKfyU01nsyhvYK8cyFbW+Te5LAEzjDDDMFlyMrFwmQsx1uxv1c8ERFhLG/bAq8qhDMpLQkRBBylTCEzkVJyFDem7ffMlKwFTnN9om8iAtHvi6FTTjYvwRBdM9HMHeMIuHWa+E8nJzybrAwCh5Jm6eBSSsOzivDfZpttgmuHgpiSmlQhE+YNuUAyZD2kLVnmzyncs1NETtcI8pQCZBApRA4pFfstq/Suvvrq8HwsBdandTreEV2klM8KK6wQnikSEXPmAOOgY106vfeR4VNW+6MJxDiwWpEJ7tn6o0zbNu0rq6raFmpDWffIq/Vu3SMd3H+KIpJ5fWX1DDoQVO5WB1trF9lGOscLxu8xbBKBWTaWX+8Dfbhmija2Be6k+bWvfS38TlAc//YwWHaflp28gComcAG5Tgyzzz57SIumAGxkJ7KyyofjGUgigc5k66TMv01oKjykHD5CyUU1JSMKWxYuSpmvW2AkJcc6ZP6Gla46KWB9IokK2ZlLQZTchKwLCLO4iTYui0ltEUmDIhT4SUGyMFCeDjPcCgsvvPBYtc4+5ZWUcN/fFpQ4V6C4mwiprcgS6w03tEPM5LSIpPc9go44gXR/rz4Pc1P1IOd9B9nE/SZm5fQTjkn+/+hOPrziiciWW23ZGwkZJhFxmnFKS9caEYg0LFNf35adPDD/ctVEv+9VV13VOIBrvIKiEnPEz+4ERyirPzCeXUxNYN0RtNyHsjXAaauqr8+UhDnmmCO4atW4cLqnsJnbh41hEJEIgdAOXjEIn6XEYaBvsGQiDG0hJon7S3xcVsaph8RtK6sLSWkiAxGRqlpQbWSlZ+UmJ8O4MB3kxOpxwSJNw6qR0xasS6q27rTN5sl4wCveNfONw78RBI3UsPFoSeC7dYJ28tT4ySnUApdSybTG99tHeuWkcM1kQSDaqE5osYQ5V1OfDfAmF/jHBYdpwCf+iAXIv4I2Xw7NqswR1wyFwHrgXy43/5bFj0xJsL+YsBGQz3zmM8HKg3wpxjalQgEtLkRxApolmjOWEoXK+gSLZtuGcbJRrCMkvsgyKhbL/XNxTk6LiAam3EbK7rPoCkhVGFAcFTctkkR2S4kfL3LtiSeeCMTJfbP2jQe84omIIB7uDhvS4hZ0WBZoOKksCQJU+eH5rC1uZkqmYaRDMK3YEcLEInei6drRd1K6Zihp5M8zOkVLdRNl7nQmsMszMe9PiWDu1jDLvGm6xzXDOiIrg2CKJyWVU6dEOKkzibN8xDgQCsHPYg1it1WEskvn0skJacZII1lAuSDKlBeizBXq+Zx6u8iJSW0R8X2sBxS8LBSBi9Yll6EYOc9LWfZJkrm46lQhTcP1rSHxb9xHZZCmLEYJyZ/URIScZ1GQBRhjbMybF7nJgs3qZK2oV4PE2jMsal32xaDDukCgpakj02Kb6BQHwfGAVzwRAQV7nO6U8qbQKQ1svA2D7eKasakEo8aCXdg+07D7icFO4gzSaYIWt1gRWQ3qWvQlwAiEvssmx9LXTKqejWB34jHOfL02sXRICoCFSuroeGl3XgXjbs6QWWZp1h5upzSsC4qAIhcfQwFoQjilgHUH6XXPiCIymTWLxxif2NSRIh+Wm6FvCN4UwyOg2NrkGsgGE5tT5Jky4Wcf1vz1OWasquZK6qa9la1To+hhPL2zAKmD0QdiJ94mEP9mjSG3dYDwslxR9pMqWFXskH3OpSzGMJsRJntOEbb0vheXQfEjZz6LDDZJ9Ye2bng6TfwKq7OYnZiiPcyy+E0xfu5knPjNdtxxxyBoTDrTlYXepMV9G0sCAYFZE9wYO/JBCBLmWThJZ2uc2BCyTRTNwXD7MrP2GX9CIHk+JwOKKt2HIRKRCD5caZEsVQiLOVG5cjwraMJFXQmxIII2y8ZONL3TlJeAVgKib9N4nxCo6WSH6Dp9sgqUBRN7diSLwOMKsI9km4xXOL06qSLBlCBCKVOjCCye3BmsXcbC6b3P/kN97rvo/nRQ8UrLJteJVh3PxJ2AOLIOi2u45557JikRkf1nLrg064IytSYFieb1qenTIkK2k0mIquwd5CJvrsSw5HUWNsbmAiFhQUQKuEiebtDzpwnEE8rYQXoQbKRpgQUWSMYlBuMYk7vXjH4Nenbo1rjNNtvU6hdy0UUXDY477rjK9+lTcsUVV4SOi/pmXHrppZW9S/xdH4syXH311aEXQpNurX33Y0hD3xy9YdZee+3C3gdHHXXU4Cc/+Unhd/z0pz8N3WHPOOOMVt1hh/Vsugyvu+66oUdQWcfhql4z+gGZVx1U9fboii69ZtLQ60N/C+P1pz/9qXWvGf1rNtpoo8GXv/zlVl2I++w1k4a1FLs3621S1lm1aM34Dr1P9K4xDn1gt912a92HJ0JfFl269a157rnnct/j70V7UudYck9n2yadwbP9s1ZbbbVa7yW39LNp2j024pFHHglyT6+vMhx++OFB1jaF7rixB06VDNLDx3qvAv2iZ9USSywR+m1V6TlzUdbjJn7nD37wg8FSSy012GGHHSr78Yx6zUwBwLZj3IjTEv+auI3rr7++dYwIky5fLROo04rTlFOIwjhVJyGR5LHCYBGYxn0vv6X0rMnZZ4DlgwlQdoyiP7PMMkvu+7IWkSy4plgamJidrvuoT9AF5pCljC9bLIh4gbe97W2tv49p3PMx21oXYmUmpzvDKZm7j3XAqdZ6UuGyLZQ8V0zLqUxwtS6jwzoF1oVeQWrvKKzn+VSgbBPbFbOH7GHrgHWrD+tdl/nnqhCQSlY5cRftLTEYrF154IKyDmUOsWSyuDa9JxZmgZF1LMKsntzhbd3astEEgnvmslL9TbNmWEFYp9WZMr/WSZWcFrjKOloF+sU8/fSnPw3uXDpGfFmZBb5oDshQliGyljtbijmL63gvJBgxIiI1Ia3U5DLLMVFbQJdeeulLFkZRjIgATf5PitnilpZmoRS1fM4Dt0ydMtLSkRERvmDXYx6flBAUxQSpoBcyUlVyvoqIpOtzEFb66Ii1kEU0KRELrhHMgmo9m7oZfYBQYg4n/JmzmW3rmJqHYc4Vo6TaMHJk/fTlKqDcjB//v+ezRocV8FkEZFaQIxM7cz4XYB/BixQhc72Di2fj3m2LtuONICN75BRyVdXwsoyIxPsQp2WdO3xxOTYNiqf0y0ine6bc7emuxf24ssX2cJkUVQ5t4pqh0M0nV6rSCWIJ68C4CVSt666baqqpwnXsN4kJiC2XtD2YfV8WSItDEZmESHOHbr/99uGepygMhohjjz12MOeccw7e9KY3hdcnP/nJ4LqYUlwzZXjooYcGu+++ezCpM81Gk+L3vve9wbe+9a3wMxMeFwnzpBcTfBfXgpbRsRV2XWgr7x7d17DdF0zbxxxzTDAL3nDDDbU/Zxy1T28CZnDPpeV5U3Num2fTqtvnmEe5BpqgyjWTh3vvvTe08q5y+/TlmtHi3Rrdcsstg5m7CapcM3ngguKSY5a+7LLLhu6a4Z448MADg3m9jQulyZrh0uISWXPNNYNbqin22GOPxvtBe3gupibz7r113Mhpl8Pqq68e1gi3Sx3YL1zQeSALuYe4x/rEueeeG/ZNnqy1Fz1HlRw77LDDBssvv/zgb3/7W6t72GWXXQbXXHNNq8+++OKLg5///OeDpZdeerDjjjsGXQP2WFy7XFDbbbddeM8Pf/jD4JJpg1eEa0ZADrYmmE/wDveD00I6onhKhRRagYZOeAINnfplhGCoMaXM7wQmMY8KxHJCaXvaYUXB5psyXVYRriWpsqwITSO168LpndsEK3eCEjleF3UsInkWKicIpxsn+F/+8pfJMMDq4gQtVZp7gUVsUlR9dVpl/RFAyAWkE/Qw6sUwnTOLczsKmFYTZFIUXXNilI7OpeH0LqtD2uwwrFiCv60R1kcnxmEXzROQbc9LkZXWyRXb1K1R9/0ssKw63AfG0sm6LqosIlkYP1l9LCOCIOvUxCkr9W6tSSPtuwgelxuXErd306wZa5AVkCWHbOdmaQPlCOi9NphqqqlCQgKrmnVr/ysFoD4J3en/Wb5Y5b2HC3U8ZcC0wmASY4YZZhicfPLJU7xFJAuncoFM7tfrm9/8ZusgrzwIUhLE1gWXXHJJODWVBR42PQE+/fTT4fQn6Pa+++5rdV9bb7314NZbbx20BSuR73Baq3OCqfNs//rXv8Kp6LOf/ezgt7/97aAL2lhEsiek73//+yEY7zvf+U6lVa2ORcR6dRoWZPmzn/1s0AVtLCJZmH9WDkHhVaftuhaR3//+98E6t99++3Xei20DnI3zwQcfPPj85z8/uO2222p9RoCwe68TQGl9fvvb325laWWtYXVr+1xHH310sGj95je/KXyfYElWjywEpwte7iP4PA++d4sttggB7mmsvPLKucG7LAqCxc1zlcWkDsihDTfccNAXLrnkkjHdIrC3L7wiLCJpYM7S4jDST33qU4UnY4FG6deUAM+mMJAAP6m0AqYEjPXp/64bH1IGgUz8xwKilB/vGhDJIoGNqzqpBkvbFt1tLCJpsBKxWIjBkVbphNjWemBM4kmE1SsW7JqciL564y2l0glSKem2YKUTFMt6JVCur/b1XSBdNp7oBe1JjW0baC0eS9wBq6Q4FGmrfXbHbQLxYk6zUihjU7mq56qympIr0o1ZsVglNOdrY2lV0KxpwbH0cyn0Rp54SbnNs66QCdnW82IvooVxWC0qfK9riLlKW0vFpGTLrd9+++1BjpFBrHNN4vaKIJ6ka/pzOkkhlGPfaaewb/3LWvpyqNAcMXQicsMNNwRTmEnmGmDuKioru//++welEl91g4MmJxSmiiXXCXXZBRaJYE1uKIu8D4ju70MhymBgqibMCPw2gohgYXKOLcMp7S7oSkQirCvri1uIm6hppL9CRcy6lDyB5BnHk8nTGAlEi6RXUF6d6Pz08yE0BLPgu/XXX3/oZfybAqlFuLi/7CtEsO4cOuRwL8lk4hZRKbQoU2tSQ3CzAHXZVfZLVeZX0TNTbkzyYH13kZHWdtfDCDceUoRkcSOS4elCkAgBxR8DN7kCuTrLyrf3BWubW0x4QDrINpKfSOhkOvmXfuqLGDUNWC0COSTTzHNwocqsU3yOi9066qv43GTHYMhg4hYwKZhqp512GrzlLW8Z3HTTTbnvZTJjxokvATnj1TVz4403Dr7whS+EYKIYQMqkvOqqq469hzme6VQwUaf7ffrpkGPfNwRTMffn5dXnmaKZL5nzPZPgzb4gqK9u8FtdMN/vvffeIeDs5ptvLn22Rx99NJhxuZf6MMv27ZopW4PWxde+9rVQr6XINfPwww8PNttss/B8d955Z+/30YdrJg+eaddddw3PmA5+zrpmrMvTTz89rGV7bRjm/r5qz0SXyFprrRWCDQW2ZmHdZutFeCYuGHuPS6YvqBXSF9zjOeec85J52HnnnUNdFEGgK664Ym/1VupCrRT3JOg7Pu/tt98efhZc3zbQswr2ZduA1f/85z9BX9q3dGgEV2NWbgkyb7uvx4trZpLHiPBJb7DBBlNsjIhFzfenQFdWaV144YUhEyBLrigii7KsYFIZ+FPFKwwDSI4Ic8IiXUwrK3gpApvAxm37HGXZQE0zUZpG+oshiYQxPlvazy2jaVgYFhGJkIkm9kfslbmJRIQAO/TQQ4PyKspcGM9EJO1vt9823njjoMTTRERWmuypI444opdicJOCiKTnjYLk/y8rXIVIWsMIStuCX5Ny7yFXMuEQyD//+c+D7373uyF+ToEtsXOTA+7DPl9kkUWCDFtmmWUCGRkmFCs78cQTG3/uwQcfDOsN8cxCXE02E8tBy6FYpk76QDIlEZHhdDUrAXPYeOlC2ARMYXyOzPbMvwqHZcFMJgc8a05n9mNKZxbnt+abbRofwgw/DIgOV6iHf56fVD4/M3L6ucVccAG492EUyGG+HFab7Bjpzx1h/PnTrUFjymRrvrgCxpuLogmYaMX/mEc+ZOZbmRvWqwh77o3x5GJqCpkLCuLpPyQWgYuSy1emDVeHGAXPPCXOm0w6NSM8g9omMWMpukzEK5lHsSVKh/cN+1lsR7b/TBdYezIK77zzzhCfw20tVkOmh/1GpqjzkfcSP1P0t66fkRHjnrzf/XStW1IF8yXbjQu0Ln73u9+FtgEyirK9qkDGl/eQ1REyhLhayTHhAOoR0RdT0p4fKhGxCG02gkS1QSmsTRoUjQfEKpP88nx1AiKL/IiEY17KGFgcsXoeBahwTV343ibpsG2g+6ZFzn8bSY+gRvfK/8v3O8wxHjYREHsw++yzh2BIBcNsWv+ak5cDjJ/5EweC+AKBNtdccw0tIHBSA6mUOsqXD0iIwPAmlTLHG8TPCWSlXOxBPX3MF3npOT2bOKxhxVPEFN4+iUiEYG+KMXZ4td88o9iJopcg2LK/x5fxmG666Rp9Rn+rLbfcMshe8SwI0kILLRTiySjzvvdJk4DVwWAQYppi/FZRmQZ73N/TRCSCrhV4LgjYgUQFY53Nk1c6EVHFkFIT3GhgCX0kxOltSoBOtxSxSRcgZDEXwaJ2qi9TqAJZY5CgPHGboWrxG0MWlEmhTAh62TTm56677gonCMRRgOuUCJubYnb6+fWvfx1KTjuBEohqBXhWVWdZt/y/f6ekU4RTnucSBKkLrBMYRY24enZrjBVL7QFrz99YE6Yk648MC89nHdoH5smp+vHHHw//CkJEvCglfyOMp7iqkqm6OMijTuDRGtJ3jY2utUSqwNrtOTTOU/fInJgfQf2IQNFBbdhgBRH4qZ6SQFkN4Nzrr371q1Apm5xwUEFKFllkkV6yrNIBq2UW32effTZkILm+zNIyGcRKwtpUBNeTOcjyq8UHcmPM+8gEmmKJiJLHUyIsSuZSLgoLlgKrghNNnUJJvosbBMHRmpkyZMosI0PZbrt9wQahlJVi53KSLv3e9743KC1ERJq1U5lNrGujni/+Np6VNeWsTDnyoZ+ITBrCkFWHMFCIiXmWy4Kw9CyK7Xm/E4RTjPc7WZTNy+QC4Y7ME6oynhZeeOEgxBSGAkqMIKJcHnzwwXDaRkqU6KbQudk8I1JiXU2utNYy65j5cK/+1VvJvcpsMH9chOaNMvHciL25RdhZDsyr9epEaB7He68N6aT2H1ehvYhQRSCR0pgVBTPP888/f+/WH0Ska2dk463dBblmzRl7BdZi/yUuNM9iDhU+7NK3qC1YtVmjFRqL/VzIYjLNyx5BepE/Y86l7veIoMKcbcGSTQ4VtYJw2Ntoo42C96COnEc0pO3aJ2VymIuPbnEIIQ8YAWTd9NHOYCgYjGNM6mBVQUCbbLJJyOJoGoUskKyssE8eFJJafPHFSwsd6e7aV6CjoDfR7KKxBWsJiBJUprttDOQU4CjwUXCqAMEYcPuLX/wiZAgpkW18lLFvWnp8WIGAMm4U+pIVIqBWJ0v3n82eUDZbwCMIUs0WOwLzrmy8AlQi/AWbtS3U1lewqnUpENX9CAA8/vjjc+9J0KFgcFkA6Z/znlHxJlkDX/rSl0JQ3GOPPTbZglWtOWvQ3Ag8FditoFde9ossgljsy7jKxstCwJ4y39av9bD//vuHYMXxEKxqPqxD5eatMS8/+52/kQkKFwrGFUwp+NgzHnLIIWH+lfQWWG68mgYm5kFGo5LtbZ5DgLc5EwztGfIyzgSuxrET6G9++w64rUKUaTH7RHda41kG8lBbDAXfPJ9AUAHfTQP1ywJWL7jggvDddzeUDYr+FWWe5sE+ErwuMFqwcFomjJdg1REReey/UfiqL9rkbVPLCJSidttVGQE2Z14lTAvI39rAYhNNTYHZTAgERS1iPKbS5UH2QeyVI1I/j5ARKJQXQe97RcPrjdDm+dumEBLSsRKiaomes4oYUbpRWJpzwqksdY8wko4o1dJzymaQttw0PbQNEaEgCEtr0jycffbZlfsAuTrzzDPH/v+ggw4anH/++ZXkVOqr7Alr2HdUtVLvg4h4FmNrTXpG1UerquuaX9kB6b1TVWFVJo309M033zxkTSDTKuU2TdnsQkSsVZlM1h9ihEi4p7xqr/aCXj/2LsKfhX0rJVQWnXUf+5FcfPHFgyeffLLxvdkHvqcOrHskcNtttw0HKBVgqwgeQmhNRZx22mmVJKBvKDkgayc9hkh6XVJhrchicmgjB8gDB5865N2+z1ZYdV3EhlxoIzPPOeeciZ6nLmK1aDrlyiuvDL8bEZFxQkROO/HooJBsmLb1BzB8Foa2sBhZYrIpvpSRxVoHTh6ah7EGODUTeFJWsXpllutaFgjrKKSdxOSpl8GYKRlP6VFkFAWCQJDWHc86RMQ9USCEuHuUAo681U09ZCFZb731Jvqd1FaphXXnWKpoFMJO5k6l6Rz/LkTEWBlvdTMIio022iikbdcVVPHUlz5tUky+q+48WENOi5G4IhdqlVR9vi4RQSQoZGvE6f6kk04KpLYutBLIWh3Nad0Gi56D5YHFwbhQEBR4nTFuQkQ0KUMc3ZvrsBqQL+o+lMGJ2/qKkFZf1fzOvrD/7DmEwr43ThrJ1ZWbVfvPGrAuKW+HDgeZumsKmUrLH58jJ4adOhuB7GX3Rdz7VSS9CKyRDj7IOyLIGlS0T/zOe9Jrw/PHw14b3HXXXZ3Kx7sH+gahuuWGa0ZEZDwQkUP337uWMimDUwIS0RXMZhapU2rsXly0WXRnpUSZVQkfgp0Jmrm0bV2AaNlIw/006caqLon6CO6L2ZFryX2WCeEiIe+7PL9eFQQ6BWKs2xQgIhARu+z3IxVtvk9RKeSLkFHEjmApGqciIuK0bryRGuSKy4xSb3M/BGNeD6e99torKNumILgR26222ircm+JbSEDeKbKMiNxyyy1BUFujBB9i3ObkbmzzFKY5zbMc1AGXKIXkEKEolFNuUXfrMiKCwCGNxsiaZ+VxYm3audUeTrvc7HEF+ZrA2mG1415kLTLu7gtpLyoamDeuiIJDjblnTXKCbnpQQ/DSBbjS302uDKvPTNbCm7YSRhiLPtxtnpE7Le4TCp78S8tgc0jHsKpwj3QtBvniiy/mjmtTXH/99YPlPrfoK7OOyHiDINP3X3RRiJYuy4opg/ohsjG6QoaRQK6Y4iuVS20IwWAyIa644opQ6l23X0FmAkil2wro65pVI3tE4JSeBmkICBS8JZCzDgTTyVyIZd8FF4qY9z3KOwsWU7pbYK+0uyzuu+++EHQoS0lAlgwedVvadsEEGSUyRbIpiu5VgJjuxNIMm0CEu3LrXoJG1erwjIJJpQrLtDIvTYNN28D6kBovWyELKeci6I15kzVibtybV5Ng16JgUyXX2+4vOOKII0LqZRbm1HPpx6FfTRN84AMfCIGuTYNd/V1nVQGmgrw9l/1v/wpObLMXlXwX3Jnu12SPC7a2f+pmGgpgFJjoZe7Nh8wi2SH6QQlIl6pqXt2zWhru1/tkNwrOl7ZvjgWZCnBsm2UlgDWvj5EkAGmzasNIvx4WZKMIQs8rFyFQlUyxrruk8Atq9YzxOWPAq2wVe8i8CUDWdsDYC66uk/xQBvMlkN7ztQ2ot1/IjP/8+z/JuMDgFW4R+dttNw8OP/zwcDJmEWhTPpmJrs97dMqLnRaxdicWPkWVW5tYJ5pAvAfzYh77xvTzSlE3hdO007PAXqdQ48Z/6zn9jjtA5UCn5j7Hk6uhyJfd1H1R54TkdMwKEi0Jno/FbKWVVgpuiaJg07Zw4kv74bPgzmLd6AvZYNevfOUrg2mnnbZWsGkbsFJYG0XfZ92yvPWFvGBXc6hqsjn0O/ECrI9drakRrGp5wZ5Zd2lXGEOBjqytrmlcPdurX/3qYLGKFXn7gDkpCvpncbNWmrjmmoLFUtfqIpAJ3F/DAhlmHUVZzp3CZddHkP9+++3XuBo0Gc7qTvZ6bq7upx59YFxYRF7xRCQOvg3KdCb2gLldAB/TfRV8zmZuC5teW2emVCZmQs6/b3vb28Kzy1YZNsQmlJXdP+uss0oVXRcFw6TpOW3QvkvHRzOwYM8ycF8wp/YNawPx8nwzzTRT7+sYKCi++zJ3XPRLDwPciFHQcsMMA4RuXjB3USByn+A+szc9HxfTMOZQPBX3YxG4j7iNhgGE2LMpfd6nqyQSjTKIbanam23hgFHH7SqeLrrChwGHR7KVjiDnuewQd/+PDDhE3HvvvY2/V7AzolU3wFjMGd1yyimnTJRtNQpWHce9ZhAQ0d0ICRaLoBRtUqy6bvqb77jjjjuCUKGALQz+Q6crwWVxQ1iYru25+RSHeWpwT062ZSd0QiUv4KsPYeH5KGsCYRg+Y0Kgyifr1Fl24u4CqXZSpp1CytK028KJS8ZJFaw3J6C+YW+IiRCEOoxsiBjHUzU3yHTdwO6mBwXX9/0U6zD62bACllliBVzaJ31ZKtIwd/YHpcY62RfEPokxqQJrnTTWviHDrYq8ArnL4jUMsGyLGWIlZb2QPJCGGCKxZeuss06QP/71/3Vii+iGsowxMXkINGuaAOhs48+IERGZQpreIRqi0E0oc3TWNSJHvMj8575tSIF8sQaAYCbmMYKniK2ziAgkAhkB3DPDsBaAzbrHHntUvo9Zuu9TmRNBdBkIKpNa3CdsaO6fOuD6yutC3AW+L0a3M1Ejnn3OY3Sb1akngdxyK/QJpl4EldBzL76/bgZLXUg3rJvZxO3Vp8srrou4v1ntHBomtcUOyIxsQ82uoIS5o4Eschjoq6s2OVfHzR2zWoqChNtAWi0CUOdgES2KfRNMBNr3poPUZTWV1ae69957g4UkWlBYTlhQHF7zniUbsBrr0CCX9oJDShV5HRGRKYSIRFioMjgIW4JD6qaJ50dmsWAtYGp0MsRskQ7mYqdE2QZ1M1m4Ypxe08CSpc/1jWjpqKPIbCxKry+rgTRR8RMRxpL7oM8W57JR8gpe5YE1qs+W6KwsTrHpsWVl42boC9xJTn51IYZD6mVfiCnMEXzfrAdt68nkKakm9R6y6a9d4fsogzTEUfTZxh5RJTeqEGtftMk4KtrP1mc69kvhPPKgjku6DPYyWVEX0uIRl75AVqbXZRVYDuqS3TogIx0mf/nLX070e7E5rF91cd999wXya9/GrDMp7+rtuAY9IzUa2RFjZ32QB03qAI2IyBRGRLLMldnxE5/4RLg/CozVQvolstL2VIbsFJ0OCKy+4xgETTZpU62AUbZleRsQeDZNtqCTDeUk04cLyByki1/VAWJ0+eWXD/oABUaRpUF4MKf2QQZiCl9RSmYenMakqfYBgh4RycIpzD7oA1wFTest2It9+PwRSIo6uxedtv2+q7KOcqRuMbFowejLIoOwCarOwom6LF6sDhy8mt6nGIamwZd5MPcOgU0OTMhdutZHV4jpYcnLg9oyCtK1lZvf+973wr6LQcZeSA/Le5uA5hERmYKJSAwAxPrdX5s6DXlgPSkSvJS26/UVkGfzIQNNlL5N3jXokYDgLik6BarYKni0K/hjY/XAunCiZ57uCqZ8vu+idZNHwpqC5YzboE0GUZG/uC64YhDmokwq1+hK6CIpb0pKCeQ+avpQjEWuOmS8j3gUls8m1hV7R6xR16wLitDpugjWbhc3rL3X1MWD8JnvrvuCG71Nhpg4v7rW06p9iRgUESHWij5kzL///e/B6173usE000wTyElbjIjIFExE+HWdisRxOBnZQF3vkYmtism7roC5PkzfioM5YTWF4kZdNqyo7QMOOKDw756fj1OEeVs4ObQlTCrJCsDsYolBGMt8s4JXu7oQWOCQmqbg+mpiHs4DQVs2RpSK/dHFjcCNxc3ZFDGLrYmlKC/TIRtYmLdOuhxA2q5RxKWLG4OLpyptlpIzhm2qnxr/OsHFRe7aLiQSQWu77wWWZt1wTcGi65BRZS1jMWR56oI999wzuG0QdbF2YuzaYEREplAiQgkjHukgJCbFruZMJ5Q6vmIR5shAV5Nw28qGzPuIQhsIuqoTsFl14q6C3htt62Z0Ceo0noKS8+qxZGG9ZH3IdcHSIxunLcxf2xLbUrnrBDd7trZ7wvow/20JNyLRtgkfclfnZB4DddvW9WF1aJuar/5HVV+eIgi4F2dQZ58jLE0zdcjHGADbBlyHbQNmWTW6ZIbZ920zFK0X41UnM65rbZhrrrkmjFOU3/61J1mDmn7niIhMgUTECYjVIq/ZkRNU2xMSoV3V0yUNG72L6bSLnzKSpqapqJSLsaurAI1lkzFJk5iu/l5m+TbjI+aGf7hJ6nKbbAECs27/oDwQ9G16VTArN0lhjanLTeGk1/aE1zSbKPs5Sr7u3KvPIHC9KaHvmi6uXkub+hsOT1w7dZUVFyPl1pRgdbEosmpYY02zy6xNh4AuYKVo6xZGuptYmMWQ5JWerwJiyOrCopaFeD/JE03I44iITGFERIEzLLTopBRPSE1NwoS6hdXkc8xxlG0bXz93UlcTpGDLpuZhxaDqnMTScI2mwbGC5JpEzBedBimkpqZdgZJNTiTiKMRTNAEl2UeGgTidJtH1MaupqttqXmpmExdSTKfsWsmX37wuKUynyDa1pFBc4pqaQGZDG7doGjIpmrgvY2xWk/mL16l7wOrilsm6b4uCPcvus2uMh/u29ppagRAAWStNwNrnINLU6rfrrruWZvgox8BtW1dnjojIFEJELE4ZMsx+VSxdlkTTUtM2HJLTJhahTaqdTJKmzbjyIOCqroJxApcd0FRAxRTDOu22gXWhbv2AKpjHOi6WSAydcNsEEvMXyzSpCwSprBZBXTi1NrE4SXFsU8cCcZIpVHdOxAmUxRA1ITRNgh/NnTlsGhzr/dZcVXflCFaaPtLg7X8Kp+73WGN1XGpZKDtAOdfJBFRDpm5xxzJ4Js/GlVsH3qdUQh9g1WxCLMXskG1t3Cyuo71IXbDA1XGLuyeEsI7VdEREpgAigng4fao6WHfDSwHlo64Dm1vMRFtfIR+zwMO698a60FdqpYwCAa9VwPgJsra+V5uqLMI/DafZOtUU61o4mlzXabpL5c46mRDqEJSVAm8KVX3rzItTtPe2Xadqpwg+rYJ1zCzf134/44wzahXJ81ysWdnuzE1cJRRnnfGRGdclyyF7Os5LwS3KSGkbc2PdsYZVPR/rkJogfYDr15qrI9scGmIByK5w+EEs68DeaeteTddb+UeNz0c5Wjc13Zp0b1VW8xERGedExEnASa6pH8/nbPo6p3j+vK41JQh5LL4KSBWF11cFw6g0qvzwfMxqq3QBwlMVE9PXSTM7P1X9U/74xz8GK0WX6zpJivuo+g6ks89+LoKsBfZWuQ7Nc5t+GOm1x9pQZcnhUpMN0HfBvqqYFi6cOnuoDAiPQNA6rqq+GtiRi3X6qUg17tr08OSTT64sxtcmtqMMDoBVBN9+kMXVJxwmq9KqrSnxNnWtpmWHw11qpOGLvTnvvPMafTeiRCaq61KEEREZx0REJDzBqSZBG1jEVXEYTg55BaGaghASpFXlH3Ui7btENF9lmfD1jH10RbXpbagyZUhoNXFx1IHTRFkMRySdfRTQ0i+mLF3VCbFvgQtijQT4lsXcyJTpCvfvWmWKqupe2oD/XpnsMhJo/3QlsD7PXcl6UAQdb9tazopg/5W5EmRYCU7vq1potkhfBGtSmwDoKiJp3+cFZkawWvZZjRkQ5qq9pgZMX9VYl19++VLZxo3qUNQGDmjWZRGJGRGRcUpELELKpaulwkmTv7togzUNUC0D4V0WSxEDafvupxDTLPO+15zp6NnX3CEFRaba6Mfu66SZhgDlIl+1TKm6brg6Y1nWGE+tgL7Mz1krRFHsAAHYJ/lBCoo6hiKtVdaZNmDStkbzCFB0i/XVn4ZPvqiGjD1ij/a9B8uCHmMgfF/kLtaHyZMz4nr6qLqcBTlctAZZI5oGe9eFmJOiGAtW8qbZRFVxVBsUpLrHhodt08TjOuDSzeugPiIi45CIWPSEVh/VS6MZNm8BOcWUndLaQCBTUdCUYNumZr26cMrji8+CJaQvf3GElM68zeT3fZza86C2S95JT4yMNN8+EQMms0pTIGRZp80uQOz4xLN7LN3Qrs9rcUHl1YlAMstOvl0g0DZvfTB3FzWsbItzzjknty8Ui2RX90/ToEddZZtm9FQBOc1zRVq3w+hMDOLa8mK/3EfbejhV4MrKm0fyQLxM353I11577VxrGsLTR3di8+V5rPn03I2IyDgjInLIBY72KXil12UDHgUlEvzDOL0jBdmMA8Ldcw2jxX20RmRT9sSEpBva9YW8xnhlJ96+IO0xnRWR19CuL+Q1xlPADtEcFgi67LrJNrTrC9a/U3r6BE+59ZFtUYQ8ixm/edc09jKlki6s1bVAWxU8Vzb+q0mwZxs3oj5AEfbGsMYy7QJN6wGHxq5FJOvUoklnXdENrLxtKhpX4Y477nhJp3Butb7H1byxIkWr3YiIjCMi4tTAFFe3Q24TKFmcjl2wsAQ4DmvzID7pip0C1frsFlpUFyHWGhAg1UfPiCIQeumiWjZWm/TnJkAC0vE8gkaLfOVdERvjxaJaffW/qaPIYu0OmRh9xC8VwX5IV99kyWtS06QN1LGJQdOKyVEofbaeL2uMx0rStC5GU5izWB7dGkJCmhYdbLJelAGIli0W3jaF65paKNL9fayZPsoQVNUzidleyKRn7qMfTVncyeUTejQ1SXpoCiED1od9MCIi44SIHLD3bkHoDutE7RREyGPRFlkfzbLK4JRuAfN7S7tsW469CZwUpD8SgAREnVL1XcBHK7siNkYblkk4DULImEq9bNNsrm2ZcabZvjoCV1UzpVBivFHXgmJVcCqTtVPk+uobhC4Ca426Xtvy6nXBwir1PxbJ6qNbbxlch7XQGnWw4pYZJlhaYx0jsU3DOnikwQLCkuVg1bXNRR0gAzETj1ujTgp6Fzz88MNjFXdVJe5a9K4MrC2e7Y6/3DAuiMhU/pOMUzz55JPJ9NNPnzzxxBPJdNNN19v3PvP4Q8m0M84Sfj5kl+2TbXfePZlqqqmSYeFPf/pTcvjhhyePPfZY8q1vfSuZYYYZkmHiL3/5S/K1r30tee1rX5vsu+++yfve975k2Nhxxx2TZ599Nlxrm222Geq1LNn11lsveeMb35jMNddcyVe/+tVk2LjqqquSE044IXnkkUeSc889N3nNa14z1OtdfPHFyfnnn588+uij4XrDxgsvvJB8frnlwtrcepttko9//ONDvZ49veqqq4Y5POiggybJGt1/v/2Shx9+OHnt616X7L///kO/3g477JD8+9//Tmadddbw87BxzTXXJN/4xjeCnLF2pplmmqFe7xe/+EXYE+bwlFNOSYaNf/zjH8kaa6wRnuv4449P3va2tw39mnvuuWeYw3/+859Bhg8bhxxySNjz9sexxx471GvdeuutyXZbbpL88PKrwv8/89iDybQzzDxZ9Pcrk4gY8JmGv4hHGGGEEUYYYUrAM48+MHZAn9T6e+rklYhnn53cdzDCCCOMMMII4weTUS++OnmF4yuLL5yss82OyUILLTS0a1x66aXJH/7wh2SRRRZJzjjjjOToo48e2rWef/75ZJVVVkkOPPDA5IMf/GCy8cYbJ8suu2x4DQu77rprMOX/+Mc/TrbffvvgFmJ2X3nllYd2Tde6//77w3X32muv5Nvf/nYwEQ/LbbHCCiuEueMyufPOO5NddtklGSaY8ldcccXkTW96U7L33nsn3/nOd5Kpp556aM+33vLLJ6dddtl/f3HHHcnzM86Y/OQnP0nOPPPMZNppp02+8pWvJAsssEArF+Ztt92WnHbaackNN9yQLLfccmF9Oin97W9/S4466qhgjmaY/e1vf5ucfvrp4SS1+uqrJ0sttVQr98KDDz4Y7pvrYMEFF0zWXnvt5O2velWSvP/94e9br7BCstoWWyTzzTdfMixYJ/b9wQcfHNaO559xxhmHdr2777472WyzzYIbb4899kiWXHLJIG+GBS7m6667LsgZe/373//+0K5lPjfaaKNknXXWSS644IJkt912C3LNPbzlLW8ZyjWfeuqpsAYPO+ywIEfXX3/9cP35558/GRauv/765Igjjghjuvnmm4c9Pyxwo9vTG37pC8liX14/mewYvBKDVe+5YyxA56Fbbwp9ItKZJn1D7YRYI0FgrBoUw4KiUOly6NK0PF+X1txlUMQoBhuq5yF7Ro69CHD3MqwgYN8do/YFc3rGYQXMCVJTiyKdmTSsrJlYT8SaSRcCG2bwodTdM9WhmLAnBpl6Hu5HmX1Bl7I/6hRXEqQtANa8qOxp/WVTSRUPzAs6FDArcFaQt0yQOk3+ZHIIEFVbQhrkRRddNPHa80wTnu/xW28NAbkCWIcBGUDp1E/7fRjF2iI8p6q0sVeO9HJjN6y9JwtIsHFMhzbHwwoYt27MVayxoRQByCqr0xahDcgvwenp0ujWivsYRupuuops7P2kDlOf7RzSEIgusFnl8LQuDD/3iFHWTAWyg29ihkVGCId09b+4oIeRlaDKp3bYWUhTpET6Lv6DXKVbtqudoPFVxLe+9a2Qetp32W4QqZ8WtGpeyNjpWyDGDsDp740VJoeV/kkIpYt+xfLaZT0j2kIqudT1FwnAAiKSFpZS/whpZEzBuqwiuPXWW0OmD6Gqrk3ZGBURkQjfjWRKl45lqrPzS3AjUtahNPLCjqMpIuJne1212r5hjJAC45BGzGgZBjx3NqMDcR5GlgcZg+ylC3rJKBlGWquij9ZarEBtLaW77CKr8YDQF2JWVV5jQhle1uEwakAdfPDBE82XOinDSKFPkxAYEZFxRERgWGREoaZs3RBVAtN1FPqAnHqnoCKrgPobRZVe+6glAK7td9kaHGo26OnRF1h5bKYsKCoKss+TIGKVV6ofKaAg+4aU67y+EvYA8tMnqYvVU0OvnIyirkLaSiKd2Tovs360ISJFVhKVNimLQutHHnKezx7su+IwpZzXKFNxQ+m8fUMqqxT97HjHkvJ9pg1LeaaIs4XZjH+fhMC9WxfWVXpeWZYo7Gyl3j7LBahCrQliEVgnddvuE7fddluQZ9k5dNjq87CTJSEwIiLjjIgMg4ywfjgd5cEJt6/CZjau/POqNuZYNtNmHy4MJaXzmujlVXF1ajUOfZXTpuiK+qMoN6/eQB8mWydYwqDouzSEa9qduU5vm6JCVEgdxduXOdqJa6yNfEMiAk79+u3Yo16KJOVZSfogInEdcVHF633iE5/ItZLkIuf5Yq+ZQitKQxDwZQ3m+i5JHq2rRUWvEOi0hbILWDvt4TxLrutbt31ZWe25vIZy5j7bNiLW3OmDcJEd1mPZ+vU3B5C+dESs/3J7zrpQ+K+qo3MXEgIjIjIOiUjfZMQpoahDow3HfN1Hz4Jtt90215SYB4pn9dVX72Re5J/lBsnbsE6qeRUPKQuKj8+/q2kTCSorP84loCBQV4XNdF9GFs0dAljUFK8pmLfzXGvZZxeL0xWKJU1UVr0mEaG8i2I/msaS1CEiZbEfjWJJCp5P7AEC1XVNxorCZQrRtfq0omlkVtbPybwoNNjVJcTqqRhcmRyOsRtd1z/raVFzR/Of11bB+uhaFI+1x/fXsabGopExnqMLuGMOOeSQQvnSR/uKIhICIyIyTolIX2SEYCOQy05rWoIXdSNt0iekaZXBk08+uXUvmLgJgzm/4LvLLB/KJmu73qXzMD9xlclSSe8iq0ld4Vuns6eTDCHcB6Fk9i5rBx6VC4HZxScfY3smamlQQUSaxH7EWBLzXBRLUkVEasd+1IwlKXs+lr0u5M5eR2bquB+tqT66KCODsaR7GRDpLrEw+jqZgypSiZR2KdPPGmEMy1yPZWRHMHDRoa8KuvgiWk3i9sw15d6FJFjjVYfRAw88MLfhXx8kBEZEZBwTkT7IiJNbVaZD7AlR5VIpAkFuIbdppuXkmudaqQKBU1Yem5Ctin/h12ZSvvnmmxtf35ixQtT11xedNurMS13BKihXyfkusM7qthanFIxfm30RicxL/OoFrouqzJcqlFlJskSkMvOlBgqtJCVExDOJbaKQ2sA+FztQB+4n29ysKYxput9SHfKT1/G4znWsszoWFYGlbYgAJcx6ae2XKWT3UHYwMBbGpGnndASXFaZN52fP3MX1xTLNXV61nsmiYZAQGBGRcU5EupIRgq3IapAGs75rNBXwlIQuvm3dAq6nAV9eIGYRpAVX9VkhTJiDq0CwIBRNW1wTNHXNsJ6R++GEE05odA0KMK8FeNl1uqT0RnLVJJCYBcA1m64bY5FLzlKK+s4f/3iwxyabDFZeeOHBqQccMPgHouzvHV7/+fvfBxedfvrgK0svPdh45ZUHV/zgB4O7rr56sPO66w4euOGGwRG77jpYccEFB4fuuOPgfkqz4/VkAf32ggsGm66yymDtz31ucAlfeyQiOSZ1zQWRl6akXtCyeK8m87DFFltM1J23S6puHSDUTTvx2p9ISF3FznIiZb8JyEey76yzzqp8LznBElcGsVVNrJNibMx5upt3G/dYm3IMnkfQdR1ssMEGY+nLfZIQGBGRKYCItCUjMh/KgtayEKWNXTeBIMGuEf9NaowgPIhPnVMYQVnH5+76G220UXCh1PXRE1pcWnXhe81F3aDS6JdtWmMipvS2Was6l3I/tInwP+mkk2q/X10C85071un03Zf56+kCFwpS3sRlGRsENp1zJvk2hw+QsdEmLRexrttEDSFmwWpSx8KzNIkTYZFjiaiyCDRNEbbPBZHXrRXStaGkmCBjhcjWRcyAq9vt/YYbbqiMHWtDQmBERKYQItKGjOiw28QUalMwK9ZdzAgIItIHKFCKtyyaP2bl1LW+MLU2cbscf/zxwVxdZ54FvDZ1ZTlFMoPWsf4cd9xxtc3seadjVqYmQAqcyvKC8Op8lsCp41KIpmtp3Hkn5g2lXY8DkjApXl+Zb74Q3F0UbF3nhBtdXDKZ2oDbSDHAPlJ16wCxts+rrAX2oHXSJiWWYq+jXFlWWU3rWIwjrHMHl7pWissuu6zw78aPlaFtTEkWrBWep64bkX5oamX//Oc/X5gd1ZaEwIiITEFEpAkZodjruCaysPEpyyogDCwTdTdlHVBOGHqRa4DQFCtQFwRNE6tFVOIEZdUpLLbJbgrjJXhSDEIRrDOnmy4BaE1TerVs7xIoibwat6pAOydKFTGzYyIg1Hq9WfbFhD2x35prDg7efvv/Fjnr6CLJe/34tNMGayyxxOA3558/+PoWWwz22myzwTe4/IZwreim2X3llcee75933RUsUAQ262UaCGFZSmyEOeuSWilYm8Kvu5arUnXrAMFGtItgDUmdRXjaYL/99hv8+te/Lvy7fSV+zCGqSXC3MSoqg1A2VkXyjCWxTexYGcg7sVB15BwS1MaVc0jFPTclITAiIlMYEalLRgTktXWZiL8oO7XzXwtOrVPyuimKaowITG3iZopkCetvChkjhLPqjXmgJNKlz5vCaY3SLYrl2Hnnnf9/XY2WaJLSiwgQmG2CjdNArsoyI/IsNT6DwCCNQRlmgjkpWRVe+6xU6zr2h+/17BQeQuD3e++9dyBLwyjZbV5P2nffiZ4P7KNVVlklZFykLVJclWWWB5kofdRzQQLr1tapStWtA0QA0c6Tp9Ygi0ZZIHoVWCE8U1nQpcDuphD70bTKKDeOuc3OUZ1aIW1BTpaVFSBb7bk2GYPPP/98aSpvGxICIyIyBRKRKjJStViqEBdqUWqkDdQ0uLMJsjVGmE4pyqZug6YnmOwY2NB84VlhQUhKZ+sCpyUWJbVQ0lD7JFsVti3qpvQ6nTaNDSojsXmWGHvHmop7iPXLHIuFmCgOJierBKEm3PrYf8YCOXUajfNKcaVPeX7uo/5LGohPiBkoyZrRH8kYMdXHayNGeUozjmcfFYrJkjoWONbIqiDxuqAoEbPs3MhUKjoANHkeVse8TDrxIG3dWOLC2hAY6ykd4NqkVkiX+SxKNWcxUaSsLQ499NDB+eef3xsJgRERmUKJSBkZEXSYLkHcBoRzXiloQlLhsmEj1hghkBUtyyrsunD6aes+cu2jjz46CMc0CUJOugaXxdMZgZGOY1GDom36ZpuU3ii0+qg/Ar4H+cn2OHGSZi43F9JMrdvcCPwCRS27w312qRGB8CB5Wfce4mue0zjmmGNCYF4f/TzMgb2UZ/HJswhYX9FdEy1baetjzI7qYw1GUJRlwadNU3XrwFzEooPGWVps1m3XFtnKymJxHErapMdGcOVkXWh14NnUlRHs2aZWSBu4T8+b3dfIGAtNFzz++ONh//ZFQmBERKZgIlJERuoGFFVBJkla2AnOJBSH1eEyDQqL8jLuqni2Bfbf9gQUwRTt9BlLnhMqdSPN62QusPZwoegDYsz7RFVKL8tOXyXvI1g70nVlkFcnaadg44gIFFobShS19Wes2gQwIjCCcfPGwekO8c2ClYhy7ELSnO5ZfsZOvzUrx1L8CuaJZRBwTrHG73CvLDp97zdzk+eea5OqWweUMuJtLXB5KDLYF6QmI8Pu3dpjxe0qt8SttCWm9jlZNtVUU4VxHIZLJguWybTVyViwwvbRSmCTTTYZS4ToSkLGExF5dTJCK7zhDW9Izj777GTVVVcN///Wt741mXXWWZMZZpih83cfcMAByYorrpj8+Mc/Dv+/8cYbJ6eeemoyzTTTNP6uF154IXn00UeThx56KHn44YfDv9mf//Of/yRTTTUVUhqu4f3wl7/8JXn66aeTN77xjY2vO++88yZXX311Ms888yRtsdBCCyWnn356su666yZbb7118q9//St5/etfn3SFMZl++umTo446KlluueWSm266KXnggQeSPmE8ff8XvvCF5Ac/+EEy3XTTjf3tH//4R/KLX/wi2X777Xu95rve9a5k8803T3bYYYfw3XvssUfyf//3f2F+3cOb3vSmVt/7wQ9+MPnud7+brL322slWW22VLLnkkrU+d8011yTbbbddctJJJyUf+MAHXvL35557Lnnd6173kt9/9atfDfP85S9/OTnttNOS17zmNY3u94orrkhOPPHEcM+vetWrGn32Pe95T9jXP/3pT8Oae+1rXxv24worrJD86Ec/Ss4777ykT3i2ddZZJznhhBOSLbbYYqK/ue4Xv/jFMP59wpp49atfHfa1tfKlL30prBG/s267YP75508uuuii5Ne//nWy7LLLhrnsgueffz6Zeuqpw6sNfv/734d/ybY999wzeeKJJ8L/x+d885vfnMw888zhRYbHn+P/k/NNsfrqqweZffHFFydLLbVUcswxxyQrrbRS0A9dsfnmmyeHHXZY8o1vfCNZbbXVwppZbLHFkikdQyUi+++/f9i4FBrBYpEeeOCByeyzz5683MgIIfWrX/0qefLJJ4Nw8Wq7eShJC26//fYLpIBApGTihqLI8ghF/P9nn3127LsI4plmmmmizWX8F1xwwfD/b3nLWyYS9DY+AXLvvfcmt956a/L5z38+2WeffZIFFligMRHpQ2h77gsuuGBMIKy88spBaKZhTLKIgibvb+YF4fLcSAhQsn73zne+M/mf//mf8DJO733ve1sRwDiPxm7LLbcMCjXikEMOSbbddtvOQj8Lz/qpT30q2W233ZIjjzwy3P/ee++dzDHHHJ2/2zo599xzAyn8+9//XqlgLrzwwuT4449Pvv/97yczzjhj7nsQkTRBS8OeIjPWWGON5IwzzsglLHm44YYbkr322ivcKxLRFp/97GeTRRZZJDn00EOTr33ta8muu+6aXHnllYHEtt3XRaBQXA8hiaT/d7/7XfLnP/852WWXXTqtB/LjlltuCXvZ669//WsY93jIufHGG8Oc2lPZfVV3P8VDDCKDgLjmpZdemiy66KJJV9ifH/rQhxp/7qmnngok2Hj+85//DATamjKnEWlZGuXoPffcEwh0lKdkaXw+824fZElL/Nm/UZYiC2Sn9X3JJZckP/zhD1uPwWAwCHL53//+dzLLLLOEufvNb34TDjovBxIydCJCMW+66aZBKRlIm8pp6uabb06mnXbaZErHiy++mFx22WXhpA6sFnHBePl73LhVSsf7vCeSGK9vfvOb4W82B6Ee38Pqkt4A7373u5OPf/zjnVh8xEEHHRSE/zve8Y7wmnvuuZNtttkmbCRKra5wf9vb3pY8+OCDSVc4wTjdW0dOGJS45+1DGVx//fVB0BBQfv76178elGwU2oTpnXfeGebUfLz//e8Pyj0SFc9YNa8IHEF01llnhZOSMbnuuusCQWkK6+n+++9P/va3v4297rrrruS+++4LfwOkkwIDCuZ///d/k76AGHz7299Odtxxx2BtccLMe34CkjCvIgMUhDVbhOWXXz4QEPNj/KrWtblC+s4555zW1p803DtLCCICZ555Ztgf1gNQMiwo2VfT/WctO3g45SI8lOjOO+8cxq8OWbWGb7vttrBmI+mIVk2KM65Z6491Ja4Xp3aWn6OPPjrpCrIJSUOmyHZ7CTFh1ewCFo355puv0WeQIWtz9913HyMeBx98cFhP5GRcG1GWetU5HHu+xx57bKKDn7FGCiKZQeaizLc3P/3pTyef/OQnw0EnrRfyMCjRFfHg5GX+vK666qrkIx/5SJD5UzqGSkR+8pOfTPT/zOwEzx//+MfOC3RygtXDszipL7HEEkFAHXHEEckyyywTFl1bWIgWssV69913ByJi47ACWMjDBgXpRQimT/WnnHJKMO17PifEj370o7W+z2mEUG2rFChw5mknXBYcp11kllLqCi4nliYWLRvZtS6//PKwLllFsqc5c3LHHXcEwcPlRCFz55gzCilNULzSz8xCwcrEWkHZUGx5wsY1WKIIsDTZeOSRR8YUFvITFR4hhzQy+UYXhO9AXL2XIqXEmf2ZoPuA7yXUKS9EB0GOp0CCGmlFhpDyKiVa5JpJg6XAe7govvOd7xRaUCgCStC+7Esw29dIjee0550+udrSJDnOESKAuNq30SLpvpHmLFExF9mx4SI87rjjgqKLbrW0m9fYuk4kyQiHebb+XGe22WYLa9C63WijjcIc5AGJ2myzzcK1WPsoUS6sVVZZpdNYeR5WHCTEdxsvz8Equu+++7Y+eNpr9k8dWE/ey8qRdYfaj4iJe7Jm28Aes7a8uLfK4ECz5pprhvm0TxFM+xGhaOouzALh8XzcuxtuuGFYJ4jsXHPNlUypmKQxItE/V2SqZVmI1gWwmMcTmDUJYELnK1/5SiBa0Wzv5PS9732vExGJFhHfSRBRvMzqTqAUsFNG32bhCAqMKZOCzVMgno9rjRBjJbGhqzYUEuVkvPDCCze6F+TF99u4XF5RiM0555yBJBj3z33uc0lbEN6ewxhHpYUgODE5hebF+ZgX1oU8C4N1bW1QDixHFIVnAFYlxGTppZcOFhX/794Jw6jE4ntdw/NFhYW8+Neptq4b5+STT07WWmut4A79zGc+E9ajeCPkwXz0BePnWZHkb33rW+H0y11jDAnguoqjTsyP9WMtRDKSlR/kBEJmbxqvrnBfCJXrnH/++YF8cA8ZR4TBs0aS7kTqVWTxQUziPDvd+5eiBPvHeojz7fSOQHje22+/PVgAyRr3473eYy2RCcaZ27KpPGCJsz6QECBTfJc93SUWxQHKfiIDAQlAgFlcjBlrKoXcFIi5PVGFa6+9NsgvFjEukTwYXwq8q/yogoM2+eX5EUTr1nNUkZc6YBGN7nTP4EXesEI6KCHj5jOu0SkGg0kEUc+inxdYYIHC9+g54payr8mZNSPKWtaB/HiR/IoZFb1PdkAfOP3001/SuVfEvvSvNqXA60AxKal2VfCc0g1l8VRF8yuVfdBBBzW6DxHgMjSKisbFypddsmeMpVTNPkto58H3iJRXv0Chp7ieY2tvKX19rm1jE+vYqFcQS9VLV1YITt2SNlkzZVD8Kz5X04Jb6ns0SQ+39+yxdCqoujOK1FU2kav5fGrAyDyKfVmMJbkVWxHkZfm0hawgWTrGTarxXHPNFcZx7rnnDvMnuyVbYLALFLaTLZOFVN62XbwjlC0oqvWhLpLaQGrENNm33ptXlyQ7hvYy2fjQQw9VfqdME3ukj+zGPJChsinT36+BYF8p2Mcff3xhtp1xVojQ85E39v2UkjUzyYiI9Mj3vOc9pfUIbAQ3HV/eO7mICKEux18NBdUf6+TBS4Vrk++ehmeW6pWXuqjGCEGc1y+kCyiTtddeu9FnCFAKoEy52RhSIevAeEtNU/SqimypPtukO24aagqocVKUDmium5anrwKBQNDbAzqUDmMO473HyrwIkAqmEZ4XuaWIcse3BRGRzitFORIRClvJ+rrKU+v3Jj2JgHImaD0fkmB9KUhWiRrPZ+zsvXTHWdeLjfAoEtfuK4U8wv4xd+qn+H71c+ocCto0ZSwqlogYS7VtA0SGLKgi8Mide7jyyitrfa+U77JmkNpBmC/7tcnhAWlt2hOq7hySYXmEQ0qvInldscIKK1TKR3vdfJJzKi478BThFUVEKJd3vvOdjVvWT446Iu4Rc3fiV9GvSVEup/msJaPpYrbQytpSq6lhM7ftB5EFoUr41WHPeQterREFkopy5Ot05GQx8ExN2mkrttaU9NnAiGUZqaTc3HOsXdIVqtMiHkroKxrl1Oi7jXlfcxivk+3Dkzf2LE2u/ZKiZjWJiO/3Heac0PUsehEhJcZXN2DKAeGqal1O8TWVCaBOxXzzzRdkQ+2+PiXPR3EgG2pgZPc7C0iaFKjN0tTKV7X/kLmjjjoqjC2F7n5Y5pTf7wsIKItIGRRMbFPbhjWi7l5kKWBZNt5VhM7pPq/lQix4yPIQC7M1xU477dS5e3kE4u0gF+cwD36PYNbtNpwHerDKQpSFPYjgGitEO1tV9hVBRAw+EjLrrLO+pOLjeCIi7pMSVP7XgmIhaAMCpEkr7CxOOOGEUJK6Ck412C6i1BVIV9fSzha7E39eYzzjWWQy1UKbMrJRJio33sAi0+QkRADW6XqpmiZl2tWUivAgPvFE4uQeK4maQ6SzjzmM1SezDccoiLy9w1TMejGREq8gIkgnwY3sKFSlUFQEpZntn8GNwgKkIBfylad0nNbqdJx2bZYTJ1/yxB6LVhgCllUufT+5KHg+/Y3cY1FlUfeYtuJab8zsfZj2o8k+KttIRIBFFHloU9o8C1aqUOa+Ata7dV/WiTsLLScQ0aZQhbqKjFtX2QOSuSD7NB3sUn2X9d3erOPOKYP1a8zq9KiK8qCtC+zss89u7Rq0XpW8N+ZKxcf9+oogIhTM9NNPH1wKJiy+6po2JwUROemgfcOJVXwKwdAVFG+bCnpOhgRi3c1FUFHiBEzbDck3XdYsrQkIMWO45pprTiQ8nBKivz17bVaQpq3Q0xBroYlVHYhr2WuvvWp/N4JQR3gXwVrKWh6YmtMWM3PIcsDN1EWoImV5zQD57YuqLrq26o+sGsGVUqCoCU2VNz0LQZZHGMu6TbOSEJ4IzJZbbjlRGX1rJUtgKGNuKydzzeh8N9KEMLMQUJJRYSNaquKyWKii6neIXu4+znk+jf8ohjILpPvOwpi6ty4QG2P9py0J5oGlL8LplXutS+VTpNoz1K1SG0vK11GWDhJd4rXICWSLdSLveulDnTlHnN1bV/d3eg5YKdrGhLEC6qFTZflLw7pu2zdo9dVX71QqP64plhEE3t7/0y8vefkTkbzAU6+y3gqTmoicceShnbufpiHIrKzVdlkgbxt3gDgWC7RpD4UY9Nn32FIMlFb027MuISgR7pNC0gq7yF9dF9FnX3U6pfxsvKbNrgjJNn1FnLKNbVbBsYxkG47FADQCkWBvA5aePD+we88Lyk2DNYw1666rr55IUSMciIzxpQjL9kgZEUmDWZrwQ7hZN6x5pN1pkv+cu4fysTaQF6Ws8xSo1gHcKBTAhhtuOPZ7CpHVBsHx3U7NY9aMFBF54f77w/W0MijbN8YgTQzScCo3z23gHo1ZtnGe07m5zMoGz8ha2rb/UBMLB1BU9mgVlMGvFZ9TAaX+rTOyI8KeXm211cLPxomMc5Dou82FdVDbvZcZI+uYS7QpuOKaWt2fe+651o1Ei0BmfOmzi778iUhXTAoisvJiC4eTUV+ZEpQJk3sTEJiafbWF+6dMmlhiKIQmMRlNQLhTFCxihEgcDz5qCroP4ZVWtq5TNh9OvZWm+xYBfnngs/aZvIwip02uhaI4GXPYtLmc4NuiwLuibqh597XywguP7Yl9t9wymJspzCpLjZiKpl2LkWBEIR5MxAKwFtUl00z2MbYEIchTBqwLzP/IJGV8jAaEE55v7c99rpaVwZwUxYNwPSFMTUDG6FWDWOTFnjmI5BEAcyAQPtsgsI6SbRt4zdVXFkNh3SEHfcEcIpDcPJQuSyk3NaKMpHTtW1UExIaVpa7sNIcyUliS2zb1ZAlqGvR88cUXT9SpuitYVlgZV1968RERGQ9E5O83XhtM4wQjF1IfYCavq7xEfjutd+026vRNAf7hD3+ofK905LYR8m1Scaeeeuqw6JmZs6b4PiA1sCh90zW7NIWiIOtmFDGDx0Z6eXDKK/sucVQ+3+S05MSe7hBb1Q21CE/f8f/3xPknnlibmFOeSGcdxFR4gp8w//SnPx2aI7JM1I0RQprSCvCiiy6qbERHYfzMqTf1fHWw3377laYkI0Rlbp0sMUKKkK6iseUqMB558BluvDoxZGA/UOxtD1jGDBnNW8tkldN5W4tQlevCwcHrwx/+cCBEfWcpZcGyhrBXjRWCZK2Kseh6cJXV0qSb+oYbbthLAD3Cx62oWZ6D4SsiRqQrJmXWTJwgpKAqurwKTlt1It65Cvhv20Z+5zFt91+W+ocIUHZt3QBlIDCY02UWSGUjCCmbePJlGREtz+xujLOm6a6ZKVkzvtNg2i3UFr5DwF8ZYjZTOvUzC/dXZS0zP075eYG/edagKhM6y1dVZgoynLaIrPKZzwSiUCcNF8mroxylbHJHIP2ekfUjuj1ivFDaNF8Eiin9PkrR6bLsdGqfHbbTTmPPt8YSSwSXZpUycaAo2yesXlxqVWCNs8+RpjIYB+6wIrhfKc9io8pAXhrPrqTfukEas2NLviFUfcB3C0RmfUEouS3mnHPOiWSGQwzXVIw1HEYHXeNeFgjKbYZ8IRB9wSGpjuv3hRdeCPPQBQ5B8cCdDtgfEZFxmr4bTVY2QNvsGYu2jtmS2bfPAknR1ChbARHI27AYfVFr+jqwKQQTcgcxFbOsID8WOMEt8EwMEMUTg1a5HLycHqPQcdokdGxun2XqdNIQ2Mqn3TSeQ+t4qcQRrtMmLqSIQFAkRQqdIif467hV3FOd6xlXBKjIUmZuWTuqov6RsaLMHN8hnglBuFdhsQl74sUHHghEyDMhlWWCn1IqM+EjpggHwpR2jzn9p7MtYkwAAlT0zBRrLC6WBlJR5OenuJz+zjj00IliRGLaeVHWThzfKiB6ZXJCQKNxrBPQSMmJFyqD+xLsWBb7Y483LS5XBHNLHqZJv71cN/g1PXesNGSD2BJjb+9nDye+n4L++Mc/HmIYEBXBqWIyEDDPZg34LIsU95OMJ+PcNE4uL20/z7rIDWUOy+pxtEF0/T5dcSg0bkWWsjrX2HPPPYP8ygtBGBGRcUpEIvgMKQPKtaiaahlslrIAv7rmwDbwneJOuAHSp1qbmRCoA6ZyflmWAJtA4Sibn9JiJnQKRhpYAqqUvbFgKWC1yDOzxgqkYlbEyvCHu47ryYyQvUKZUl5Fm5byIkiQAQKJabePLKgI5Mj3ZwUwwkOY1PUx1yEidQKRxT/UyQJCkvKsJhSw9Wceg+LPySqxdmT5eO4ia4W1kbc/WAsQTW6zPCsR4pC1MlkH6pAYozyzP0XkubOwJrgRsnuJ4GUtoUjyns/vrck8IuWeEfoqGMeiNHL7zdqvG9BoTOqkc7sW5YKoZq+LQLZJpy0D11sslGc+i4iXdWTcBB+zmJATnt8LaXA4Yq017kXWNpYP77P2q8oKOOg48CA3DkBktWtZP2SIjD2xJizOdVzf1qy5TL+XjKPEu2ardHGT77jjjo11kDgsFiaWFJa4Ij0zIiLjnIhEOP0LhqSIne7qwum+KCiTMmsSINUWrk9AE5aEIaGcFgAIBCJhs1FIacHheSkZygIhaTsH6doINp3TThPyhRCJe5GmS8A6Xbs/p1wK1omeqdEzEnBM5awrXdKCi6CmQ1r5u54xbRII24SIpAOR04rZvCFadcr9553sZSlQwEFB16gj4vmsDTEOWasPspFO13af3su6UZZmyUxcVN7d59xfVH7gZOyZixQKYR0tffaXtWIdjJG4kvRkn7Uu02ucQq+b3edZ0nUk2gY0soY0qenDKsI6EvcThdtXKfE0jJE1SBawAEUXLEuE/WDPxUOKvx955JFh/5GdTWLfkF1kIlYGbZp9mN4fDg4UMMsXQhnTwLNyLRub5CDk/o0pmSgQvM8y+3nYeOONSxMHjH1dmWm9s7T7jBovVZ8bL0RkKv9Jxik0s9JYSlOxoq6bbfDMvXcm077r/f/9+Z47kmnf+b7Kz+iIut9++yXPPPNM6J76oQ99qPT9GhBpGZ7X6VGjKU2n6jYH64Kbb745WW211UKbex0aNZDToC3dSEvXzvjShKvPxno6Re6www7JaaedNtZ0SwfZ9ddfv9P36iJqTrS81+DN68EHH0x+/OMfh79rwGbN1HnpzBmbF5bBVtEFeZNNNgmt3rfddtvQhK1Jt1cNuTSLawJNrXRUtZ7mmWee0GHWOtx0001rfV7DQl1kNTbUcVgzN/OgkdwYHnooSWaZ5b8/P/hgksw880u+xxrS3VSXT3NqLWlo5nm0ndcp2brXaVQTtTJoBKa7tHHMg+aXGj36V8M+zdSs2Q022CD3/TrRag554IEHho6k9pa293WfL7aOj83ZjJPvyWtymCenNP/TTE3zt4033jj58Ic/HL6jbrNC8Jyf+MQnGnUm9xl7bP/99w9rSxfwOs3rrGVryL3Xef3pT38K3XXnnXfe0FFY873YBJLcIKe7QIdpHYBj00lrTWdsMrdPaDAZuxd7pRtUaq7nuexrcO2ddtqp0Ry2vafll1/+JR2DgVw79thjkyOPPLL0OzRY1GTvwgsvDOtPo8Y6cryNLhyG/p7CWvRNPiAOJ554YuiKqa21ttwIiYWbB51WKcoXX3xxogVx3XXXha66Pts3CBcC2TUIDtchbGxq0AmUoNURsk7X0z7gfnQJjfDcBA5lRqi1he6SBK4XZQhRuFCClHaeQDUG2d/ZKIhNFohalrTofKoLcRSeRe3W+4Q1RkDr+EyB63ZL6dWFsT7mmGOCkNIhtWk35AhdZglLZI/S08VVJ1lripIitOsqUYKziIQAknTooYeG59RF2Pe7ro60sUu3F3ISf0YKvSgXa7wJ3LdOu7ruXnTRRcmNN95YuLezsC6WWmqp0AHV/epMvMwyyyRNYS02PXDp8qpztP3wqU99KnSrtp7T6/vZZ599iTL1/4hkHjGnPCjl9O90j11iiSXC2kF++gRZut566yWHHXbYWOdrMoPs6BsOHbpQZztRk9N///vfk1/84hdjv/vNb34TZAtZbg95OYC+7nWv6/2edt9990DuswdX+81BogjWvY7b5513XjjcXXLJJUPr0D5MjIhIQ3zgAx9ITj311KDwWDYIACdAizULpxsClIAAJ1Js+8wzz+zMsn0XawfCgXiwciAiNrANs/jii4cT2Rvf+MbQvpwgobSxZht+UoHid4KKsElOOumkZKWVVkq++93vhpbWfYBiYyG47LLLknXXXTcItK7fjZw4raSF+lVXXTX2d0RPa/Em8PwEL5LTBJ7nlFNOGbO+ICR1ES0w5iJNCtvAul122WWTxRZbLJAw426Nffvb365NylgN6rQpf+CBB8L+8YJf/vKXyfve976gCBAVRMa4+Dkqh5lnnjl5/PHHWz0bBWyMWVJ+/vOfh1NlXTi5xnbsbUgIWGtNiQjSce2114afH3vssbD3s8TC2HSVN2SedcQyhRC2fcY8sEQZa/ce8eY3v7n1PLaBfWn+kPyll146EGyEi8WHlY+MRVTJfMrfuvvoRz8a7tm/1l0XLLLIIoF0ILKf+9znJrLURQtNVv6zjLJ0OqAgIE1lyrjCYBxjPMSIVEHVTv5w/uBsUB4feDo4lC+5TVdN8R3SJMWdxEwT0eb8w/y0AhKLAkYFOSmiJXBJJL1gP37kvlKGq8DfmteHQZVNz9BHVgvwTcf0SMFufWUNpMHvLDBV0OTpp58e5lyl1CY+eUF7bSrKejbXVnlz9tlnr0zhTMMaUXzL57P9aNo0vRNTJDZGnYfpppsurC2+ffvAXFfNqRiQohoKvl+WgHWu95N1L5hPfQmxLkVjLW5B/I2xFQ/wkrYCNZ5PvIBgTDEjTdIlBTka2/e///0hHkGgZJ34nSzMbZPeJ2JiXFe2iWcXr9Gl6WYZBGyaV/ES4neaFt4rgliQooKEdSv2doWYFFl8YqBi4LMMP/9fBHFRCt6JQfE+MlnavaBZ8UXWeFPZ9swzz0yUdi3eKlt3SPyTDMFY8bhp9tJ4jREZEZGeBl/6mAwPmypuUkI1BhoJxFJXo2pDIBVSJpEMitoCJ5RV1SOUm5YUFkgmJY3Qim2oKVTCpE6jpq6QmlfU6l0wYNu0tKyiTRM+GUl1SlQ3gcBiQkIAXjqQzlxRWnmVVPOQXh91QLFSjupnEFQCZl1TMGZV+fZ0ECQCah8JyiQsXxJEWUNRC261JhFq30UYIpRRkRgjQZrWlvsrKsAkSyWbti4gUqoxJaBWRkyjJMztIUDijUMeBHnG2ha+C+GbqHpqxfOp5+B5IlGrqwTTqdsxEFmgph4kTQskInN12k1QPrJmKCnrIwaE+1eqrYyTPmEurMF04b28DLKmIIfK+tr0UeixCtLGBcDbz8YPCSDHAbFu0h3anqIHrGPz4P7Jb4cAQbBkcFXhviuvvHKszL951DIk7gN73xqVWdS2qmsWIyLyMiMiETI8CBQpb9JH/csyYgGlC3hh3k5+NoBTlI0tqpsCpaB9pmsPHKw8lv+2cGWapE+QhItT1DA3uyj1stOhZ+9SJIiyc1pLn5TTBLAPmDfzR+mAjqGsLhGsS+bOSaXqmk7bdZtkIYqUXLrokfROr5jC6VV1TeQg/R2EG7KQbkBXpqilLponii9a0mRkxYqmBG6634/7IXStLwqSYE6nXSNQMcOFAkda3M+JJ574klRl2QRpwkXAI2JZsE6llYY17b3IdxifguezL1i11KdIy5k6RMT+SqdupzOifJfsIdacusUD62RUIQVkRbrZo++3z8CzGouqAnxNEFP107AG2zZvA/Nszssss9ZPnyn4WZCxCGM6HZkskvYb/87S2gXmwxpHlK1jJAc5Ye0jQxwQ7r777on2sEOVjBcWFsSFhUXGmLpNffZFgxEReZkSkQgkw+lx7rnnDs9AkBPcBAZBgoUjARYcl84w6ok4/aatEYhIlkk7mSou1FeV0yzyClClYWM5FTVtzBU/i3DkCTOn/jrl7qtg7bm/dOq2e82WNXdiMb9O4mVN+Aijstbn4JRLmSjpnVXMlHC6Nbzvo8jL1g/yM1Gq7oTuwOadabmojojx5QKyXrP3jGzH2grSbIsqgiKhiHUsWmdfGCPr3omTxY7loOj+fSZtWUE4CfJ0anBZ5UnuTBab/yALmedDCK0fbp8sqogIEpdN3c4jEqwjyEod60jVNSl/pDu7V5AT7qD0WlR/xhj3gaKaSE76UvKbwlwjflUp9khk26KSVWAtI5+zFmYW3HThsrKid11gX7B+sHpsuOGGY+nP9jwLZqwsi4DYo8Mqcz8iIi9zIgJOaFNNNVV4Br5bp9K+n6UIlHM8JaU3dl5V1diSvE6J7b6JSLzXomJnZUAGioStZ+lyYgP34/6zfWycUmJn0CwobGNZFKMSayxUWUGKYjnUAMk2bEMWkI0iZU7Q5RUI834mYwT179deO1FlVW4QipbbK/u91nXaf07xeW+VT5xFab755gv74X//938r45SQZoo3CyTK9aKlzZiXFfHSbmFdJCFVWVXBP4qoqJaPE2vRekRKKYhsPEeRRSNaR6zXMutIERHxeZZNbsy8GBlrPVvcLjYj7NrYEtFCHPMQCwc2rYdE0dZxKyKwbWLqymBOkVuWxLz1inSnLcRkdt0ikF3x/PPPh9gUey4SEXt9GIfUiBEReRkTEYFMzMKsHggIoVanSmOfYBLOdqykHAVllflKCYm+Fj4fMvNiHTQtdibOoCheIO2eaQuCXOVRBcXyvrvMjI6oOPFRjlnFIcg17wTOCuKEmWcFSYPpOK8lvJO/ANC88UNIyxQg60K618yqiy4a1m1RISeCOUvOmO/LSr27BiuKfTHPPPME65FTYFGzQmC2Tpftz65lsVOel2ulikT/yphPeL61PvvZYOYuW2uUVZ5bAGlHmvNitapcK9Z4GUnNIyJIVjp2JQ/cJnlxIdaRMa6ywJXBWstzhUWwuCLrdQMzzRM5U8cdjETVbfJXBzE2rqjQpH0b+x+lYQzLrJx947rrrguyx72yNIqbGkbwPYyIyMuQiDBfCiplJo6mWMqSCRgxaGPGbAMm8zwCQLGUNV2L0eOCpbr0bYhw4i2KiM8Dn2meks2CKTqvGVcWxrwoULYMhKrA4nRlzyzqxBDw7RIiadeC+Ixsxc6ooMqUTQQhyoqRB6d8MUZZBVtUgjyNawQuT9gTt5eQAydKY5/9PkF+eWPC5WceWJAoAic+ZCuuUxld3Ah5ga3moOy0TUjz57uftGJDgK0RWQ1OlIJrN1xxxbHn23XDDSt97chWdu0g9shtupJs0xiPSDjNU5YcpsfPGoyNI6ua1yG3RZYDstM9t+2TQl5UZQC5fp3mkshbk2Z8gmLjWumKmC1Y1pTS3sojvn4fA/2HjX//+9+BgLBEsVSS2fFg60BbVq24DUZE5GVERAhB/lubzL9poci0TGgTOv7eJnWzKZwQ0x0Ws8KuKtpddg6TK0HQBcyaTdIJjZtTc9npFvkgUOpEsxuDqhbxWZgrZvR0MGAe6mZVEHzMvYS172ZhQRjAui5SSmVzEz+fBydjAXbpNVh2r/zUTl/bc7VM2BMrLLBA4Skaicq6hiKQClkDcZ6cZs1VOlCWwsx+HjlhtaF0YqwSIlx234iEuJdowo6BsV5IuHtxKED8ZPbc4XkmPN9ZRxwRrAyUThHhRsjTbkzj4VnKlGiT8v1ZF1y6FQIC7xQuyLeOhRAhK4tBie0d6mZ2RXjWPAtBHlgAy9xAiBXFGtdHHSC9da9fdl0uWnuiinyKK8trOxCtq8PoWJ7FnnvuOdZ5O5ZciCDzEFOHuyZtJcowIiIvEyJCABBQTOPZhY50xFQwIHSYfIcJ14zkJw8ayNUJABPp7XvKzO1VQMqaRu8TfgR0UZoy90NMaasCwsUiURfGTLBakcWhqZUhfR9OVIQI64eTrn8ph6YmV+uNgi2D7BMEJ5KRrEJ33wgNxemkFawOqWDVx265JVgpKOOsyd14FilvhIJ7zZoxh8hc1gRv/RURTfvD9+uVQQmzjlkPyJKMJGm9TuhcAeIfWC0iEUGai8z99uWXFl10omBVz0XgO316zuwBQTZbzBRBSOyFskOEa9d1Q+ZZR1iHBO6KDzAGTUiDcajKxBIjFNPP68Lerdtvh5Iu67vETWlOm6JLLRFjao2ng7vLgPwVuZi4p4rchH3hmmuuCZbDKFfUh8mzxJDf9oC/dSVHIyIyhRMRZltsnWIsMtVK2RKcmAZXTSy8NQwQqmXpsE4tBH0dONUSkhRAm5oB0kbruBuycIIl1LNCgXm1qlNl3kmtzBybhgC6ohiaLCjqpuuSQo2K85Of/GRQ3E0blBFOxrUKFDdSYAyjMCfgrA1KlbtiIrKXyZrxXhlV6U64BGBeITJZBcgHEufZZptttkKyYs+Uuf1c14nP97zhDW8IgZLmRVwNZZsm+9YkImFNs2IVfZ/A2p+deWZu+q6/W1eUf3pMBLjqhmv9UlBV9R/cF2teE7i22AOHmLgu8uKK6qzxOt1hucaQhbpF0xyimmTTsVCxemQJofFtmwbblojEYm91XVIUOstgEWJAdt/ps9mmjg+l5sbviqxs1o5AffekY3XbwpDjhYiMSrw3hLLTe+21V+jhop+JktNFUG5cP4409KlRIvuTn/zkWF+FvqCnhF4Jen4UwXX1HamD17zmNaGPhTLC+h3oaaBhXds+M3WhbLKSz0o/a84Wv0v57KYN45S3Vzp5yy23LH2f71ZiW+O2OlBqXbOxJiW5Pdcss8wSmvP5nLG1nmKfGyWaje+ss84amg/6N/6sfLoy3Zrz5fXFyULTP2XUlbtXUl05faX19W3RTKyqSZlr+ewCCywQSkjrn2Icd95551BS/Morrwzl7jW780z672g09/vf/z704zBvXtlS7tZoXo8ZhyLlrY8++ujwfVom2FsafhWNsVLjynEvuuiiocdKXulx96BRoJYHRc+pn4g9ae+ss846oceMpnW+Twl7618Z+zKYk3TjRJ+77777wksPk/S/ZEfsNUoGaEIYoZ9LnQaMaZiDOuX1janmaUrYK9WujHoRzJM+Pk16KRkzY6kBX+ylddttt4U5bbpv0zJISfWJGjSWwLjay7/97W9DSfa6zfi8P7biyIO9aX2fccYZoS9O39hnn31Cs7p0A03P7nmUc/dzdt3q92T9k8uf/exnQ58kPY+G3aRvGBgRkZogPDThImg1KKrTsO2mm24KmzMNzeaQke222y70tegTvo/yKFuIlICN3aTfyZe+9KXQ8MxG1DRtwQUXrPU5gpcSbYMvf/nLocstBaP3gk6olFLThlN6ohx33HGlRER/Cb1CCMy6iERE76E6oJh0QdaTBRk0pkhqbKAXlRmSEhXYnXfemVxxxRXhZw32CCWN6yD2X6mC8QOEBpHQ6KwJ9NpwTevW9c2ptU9oe4Z0Px/CXM8MBFLzOYIS+YlrgHLLNlvUbOyCCy4Izb50vTU+BKtutpQ0YoAI5K1V86YRZeyUikzo7xTvyT0YN/s1dN8tgT1jrXjpM4MQgP+fqItvAZAYMsILrNM0odSI0f29/e1vD03OIuxF3//Tn/40kL5VV1013EuTDrzGsO5e/r//+78wVq75/e9/v7DxoN4lSy65ZNIU5A/iqkcKAqhrtD41dYlEFprvWXN5vbyyePrpp4MyR/jPOuusRgr5V7/6VVivZVhjjTWCovd8dXol1cUf/vCH5G9/+9vYoSuN+eabL+gcayMP7sMYuze9cewj+6+q+/W4w2AcYzy4Zph/+dyZwJgY68YFFKWCpf26vq8vMOPVqeUAgrf0oGkK0fPiHMQo1BmHOjVE6hQ7E+zJVN4W/K5FpmsuBWmgTavLxrLpdRCzldL1Q6yPvEJhVRA38eY3v7l2Bhb3ij1k3qzHwusVVB7lJlC/gsnd93CFFMUviP9Ip+NyPTE3x1YCsk5iSX/7iuvD3wVbRteHdeV3cR2LM8lzB3G3mbc0FLCLPnameXEkYy7FGiXsxaOI37HmZp111sGb3vSmWuvc/Apm5JJqumfNSbpqKReBfZMO8K1CkyDZdKyRNVnkauDOyqs9UwfmcsEFFwxrJS/9vQmsjaLA+6yrvE3MVYQxr+N+5mrvIouyMP6LLbZYoQvM8zQJuBfvJQ7R/NXpJzZeXDMjIlIw+ASQGA+LhNJpGiNRlAqWFl6+uyi+pCnEBPAV1gEl1jY/37jYjALrqjKAuhARSoESnX766cMaILBlhLSpwCoAMG9sEAPf29QnDwJmi7JHsvNMIeb19bGuxSZk672UQWEr0fPWTh1Bw8du/bpXikWMElIhtXUiJZujqKXUuj9Bx0ioOXdNMSZ5tSViY7Rs5oOATOTXHCAf5pXSUMsjWzRMDEy2EJ3/z/amQWjylI7CXoL4jM9EcqOEiPDLyzRDDJGCSIAF8opXqkJsU4AE1d3P1pwYjDwya6zFpRiLYRERIN/cc1a2uTdj0RRif8S/KdwWY16QSGPYtjaRvVsVbIoYkDVtK6Bag2VlDbLP2Gf7CJk6PygpE0B+NA2CjvE6Yl4ceMsyvUZEZBwTEScrm9sJrypIrWkqWBqyB8o6PNZF00Aqgq5rWpzAy7JgMCc7ee9NT4ix9DflTWn5HspUND7rhaBESkJJa8K/TpdTc+j70nBiNsdFRbuqIIixKmjUfBAGRQWUgJDwPHUtVLHSKJJQ1jAMkAbrKxa2Siteyp2yoYyyvVhUVpUt4TMx0DcWeIuKSmCqwOF4fUGeRdVmrU8EKConpKKoBowA22xNEdYq6b0xRTUGqWaVgcqt9p1rGBtka4wY5RARmWGCsQl6p+74fQJjkSQKFBkpg7RsQa6AoNcJRHf/xqosI826Nj95lZC7BsmmIXNI6nPaIoig1wloN172P6sFcmscHXAEFSMgUnXJQHNPedsvTbv2kjNFVVitIaSnbTB9hLlvUmaAhcK+6QrWydgLrAzkX5vDEsiOs1ccivP23IiIjEMiogiSxl5OcE3LFmdBiNR1k3RJkQWn06YWDkqma7M77g4CKK/mRlmr97y276Lqnb5tmGwKoKyCtDL3GWZ/9TQQDBtVmXOCr+ikQlhHC473uVZbklnn+SiIrNm9CDInCOqqGguUfbrcNiJWlo0gAyi6g6xpY5YlQYS8a/+AxWjCnlD8i7BNr990nYtskShWKlaTmOrpc4iVeUNerLWYCfOa17wmKKa8SpXmoyhLAiF1n0iKE2Rc78YEaUDQkFRWBKdj7qP4bJTV72SSTXi+O3/3u/DeIleVNcWyEetHFCm5bHaXA0wkJUXwXdxkdUqXGw/PVVZ9lpWrKGOoLrie1XCJe4eFp8j9xoWAvMjUsYcQNRbWrGUrazXw3KyC3GkOACy4deR60fP1UV4gXbsD4akL+4Z872IVMV4Oj3Uqtu6ecXk2BTlPRjs4Zls2jIjIOCIiFoMTHqE5UUfStt//9NMvOYFX+QjrptRlEYVlHctAGkx26UZubUEISznMFgyiAMsKb1EoBAC2joyVVUClQBWoKoLrYv5ORoQjKwBrSnpMCT7K0qm5D5cYgVxkzYq+/yZdhX2fscg2p0vD92VrnBTVZ7AufF9UkhSufjRF6/VYvUom7IlQZTUHeSSBxcSY26fGH+FDPLg6KKhY58AcO2WzWLBsWLPWR/qkx1JSZoZXA4Pw/vSnPx1iZYwxqxsLRnrtZV0VxnQ/FTonPN/6K6xQuPYpPqnZEU7xeW41MiNb78azlKWbmgsHnViwqg7IPgq3qPYP8lrWZ6cuWDVUR802EEQgWGUoQ8qXe848lVk27O0yckRWmWckDrFmXSg68RuzrGuir4KL6fXS1OJgfddpZFgEh5i6VpVLL720Vsp+FVh/Hdjs1xiDNCIi44SIfGPPrwWh2LU5VBqUcFXRqTScHtPCrwnalh92Us/WOOkCSjJdQpmwyp5WKFtxHhQVc7CNXMcqE8lW3RMIa5bTuTElxAlqzeLmnXfeoMj6aC3uvlmD8khIke+/CogTAVtUnIrwy8YsREGdtaZYU8h1RAwCLTrdf0+vkgl74pg998wd6zwl632UmH3qufMIMQuXzxqzGHvgZ26NdBC4v6VrjDg1IhHWEQFqzUT3DhKbV/SOQsk7BDyA4E14vq+U1AVhRUoHAiM/yEMa7h0JyivMVhT0aJ60Tmha4A9Y8iiPvOsJBv3GN74x6AOsOYgka4d4ntiy3lg7kdetVYFg1iXh9mpsi8HV5xmzay8SS+POUtdXCwpAYPP2cR1rcN24kixY7bgg6+KZZ55pfa082Ddckub3+l/9fERExgMR+fbRh3V2UWRB8TUJQAQnDmazpmjbkMmYZrvzdoUgSoTBCdLpiqkaC3didXIlvJmk28Rl2DhV1SPzQHgSbj5vLcmGoDjNTxe/cp5ipgSNaVnwWR0BRznn9ZQoKs+f18ODqT1LTjx39hRG6Avw3Hm99cb2xNF77BEEZTb+JO95mfEpBwqY+4flKQuukWhaNj7p+2QxsVYiwXCSpnhcy3phxUFqBaayVi6yyCIhm8Xz5gWSIpnuIw1WMGXr4/Nx0yBl2Sqj2YydCPeTJlhcPgKAi8hiNjaMfJHJgHi1RSQjWbnCysf61wWCPFlpjH2cB+7eto3eEOM2RAHpNN8sebKXYhsH4x+bcrKE9dmNlmXAtdoAcSLjmsC4NOm30zSrpwlYrtZYZokRERkPRGT1pRcPAWZ9khHkoOmicZKOzY6aBEx2aVHd1c+ZB6dYSiQGDLoGd0JRyfYmVian4rb3xDKiQZpYBaZdp79YKrwtMUkrZkq5KgCxiWJARtKmZ99flh3BdB+7mnqOvM7D1la65QCiIVguuNAywZxOtOYuvR7Tz8u65f/j87q3PIXLQpYOjGYRY51KA2GKCtDf89ZktEKYJ9e1nlwzm73ju9JxGsYFubifKyb1fISwMU4rEkopphengVxFl5F1yGJQtG+Mm5iV9H0ja3UyrKpAeZnXdGCzuUunhTchHu7LHFsD5kxwrwMDstg27RZh63p6RwRZqI0zWRrXRpOU5rpAKttUf47B4FxVTeBAlOfqG8bhtgxca9ykX/jMp0dEZDwQkbuv/0MwxxJWBEjTWIs+zWiEKCFQlxxQom1T1kCgWRsrQ1Tu/OysOFxDfL0Uu1ckIl4EeNvyw2lQmm3SgV2bsIjmdqe1dCCy+WpLTKJi9j5uoLo9cOrAPTo5xQwS91MVCKk/CusEYl2U9UCZcwEhEoT8mAk9J6uEBcI9RMtKfF5rJv176zVtPmdNiYqbMklnVrFOyHiKoPyc9LksBKAiiiw02YMBEhrjY7gPWNWMO8Eu/iS+n1KOLkfj4J5DkHLO8zllu+9owXKveenh5I91Q/E4LJSd9hEkwahxXMQ21ekoXRcxsDlaXayJqhTjIuIhOD8Nz2/O7W1z0iaGDMms06upDqwVcXtRlvjZHuVKEfDMKiXjxfO1PVD5ri5l241Z3Q7fXNFZa11dXHLJJUEudUGsr0NWeXERPXX37SMiMp6yZpw4bVYb1SJvU6+ij8AiSp25tQoEEaHdBVJlnUDLFq7gPc9EuDCxE9wUGGWAURNozO7RjOszyBS/MoWA3BHelHRX64vTWlNzsblMN+7ipikLfG1CTCh1sQZIWJ0siDanFgqfidrJtyo11Pjyn9szCEweAaR0KaSXuDYK6mykLR/+FVvEupS2lBiztJsvxkMgCNn4CvcYGxEisdYR94wxj7EOFIzvi3Ec3DKyLeL6EfuSdl2xWMSsKITGPrYuCdsxJVPwfCyRYk+s16IYGO9RoOsd73jHS1KLyyyN9ktfSjkNgdb2lPnjTskWHqtLPNIwnum5Qla5wZqm2xrLur2diuDzvsecU/LkjX0Ys77IaiSF/EK4kYF4CPKZ2JuIq6fMDVwVXFwHxs1ar4IDrj3XVpc93SABIgt7wMGAhZrrK11/aLwEq45KvE+A/g5KVnspqbv33nuHktRKBitbXbdcsFLB6v+3hT4xSkG7pnLQRTjkkEOSr3/960kXKNW+6aabhpLFt956a3LLLbeEl3LnTzzxRHiP8tSzzz57KPWt5PN73/ve0vLGykZ7r94km2++eSi1rO+J8ulKteuH4Hva9EPQT0EpbGWw60AvF70mPF+E8uTG7q677grPkoWS17HUN1gDSpcrQ650sp4PyrKbHz1Q9NYwhkqS9w3lrU8//fRw/0qBK9euZPm99977kpd+I+DvoBy/ni3Kf6fhe5Tvvu6660LZ/iroNXLeeeeFEvlKvcf7SJfsfvLJJyfqB6Nnj9YG2267bfh/9+D/40s/Hev8scceC31vrCf7T08cUM5fKXL9jexD427845pR7vv2228P6wysrznmmCP0FdIn5o477gh/0xdk6qmnLn0+86lMfHxftsy3a7q/yy+/PPx/bBWghLv5iS+l3P1rvxh346/cvDYFfUNvGmXvySrrWP8f/6+3lVLhrm997rjjjrlrPA9kiXFOtzBQnl+rBfNfp2eLg+3dd9+dvOc972n1XNobKD9///33J7vuumtYn1oZKBWvv4t1YQ1aK+bZKwv7IMox86/XjZ455tC6sS6iPDN2H//4x5Mu8D3aNxTJkwhzpP9Ok95UaWjN4DmatObQx0rJd20iVlllldB7p6ik/+TGiIjkgLKiAGwIE2lz2PTq+Wd7ZWRxzTXXhE3UFjaZnjYEHuGSp7CRBu8ra7hXBopB0zICRj8OTZVsahsUSUAgyhpiFYEQOOGEE5KLLrooCHiKhnCy+HfYYYcgSDybplQUkd4iTYDgEa51iMi5554bev3EXiRpmB99Her0+ikiJvq26KEBhAuhNyzo20EAIY56T0Tlp6Ggni/ppnie29zefPPNobFZtoEakkBBEozmv04PEEI8ClBEB/myVvRjofAiEUFu9AMiAFdaaaVwTxSIuTcXN9xwQ2gk981vfnOsVwwhrvdKmoiAz7qGNaLhnPE2BxQ9hWIPpHuMENJIjqZuoIFeXbKLDBkTDfN22223l/wdmaZcKbfY6yc2tYtE0JjrieJnAh+Mi741wwL5RNHqYWRvNSEeafzpT38Kiu6DH/zgRL/3/2Tf2muvHdZStvFaFpohfuxjH2t8/ccffzz0SbnxxhuTXXbZJfRiSvfw0dTQWkcSNewkn4pg3TgopHs4gbWld5NDloOmnkZx/xsza7pJg780tt9++zG5lgfPQA5GGdIWH/3oR5Prr7++coz/+Mc/hnvR90gfGv3Bxn0jvME4xnjoNRNNW2o1MG2Jii8yV7Ytx5sHlf6KairwwTeN7WCGFIDGXOs5ZCrw3XNd9FE7BdTVSKcYypXPq4vB7Cs+hc+3qvpsFsz6VTEn/KDidMpqAzDhZgt8NYGYBXPkGdr2t6gDflwxAe985ztDcGVV0TNuIqZ5pum8qqDmQ4AzFwuT/Zi7rMB14e9xrgSiMg/HgnKCf7lEog9f7Ef0l1u7AjTFXqXjPeylueeee7DwwgsHl5l54oZRg+TDH/5wcPdxO8hI8PkZZ5wxuDi4XNyvtTvffPOF68VgRgG45sMejffykuDQguczvp6NeyMvpdLzxIwFa6as/4p1aYykiXPlcJ32ER+VB+PIrcDlyeTfNsMluhjL2gVw53E/VLlWuZWbBH5yV3CjcPVxzeWBKzi616wjzxyzabqCrOZitLasIfEi4qzaxN3ZF3mJBtyL9m3X2MOqtiHWJ1en/SBjro4LcTy5ZkZEpMHg24git2VH8D9TeOnNKRipSYOiMlhYlG5W8BEY6cyHMtjAghEJEZud4uRbTYNCKis8VhfSQtN1K+p8N0KHGBnLvHTVojTnsrLXno8iq6qaKiMlXaW0CcRLCDoz93y3lGNfZC4NPnDCkhAjJMVrpIsR5RHhdEAvgZQNoDVPMS4IkRAYWqSoCX6F6sT5xOwC5DJLvMQh2KfpoD/3bd9STgJSI3wXkkL5x0q3iGkkEOk6EsiJipcEeYzP8bdYpTVb0EqMg88bA5+VaVBGtAjruFbSAbcR5jZdd4ZCNmZ58OzkgvguJEjQprRaJKttG4EimBcBsTEVW/yS9dGmDLj4LkSvCuatKljaOqiTeWY8xAMZ+7JGosY0OycqvnrWrvFmefVDzDcCTy5Q6IKn68a72BtIdBbkW5fCZ2lYp9ly/mQCuW6dislrWi16RESmQCKSJQQCfygGgtXCJtTrNqqqA6cxAju96QiNvMJG6c0kcDJmsdjwZacdSq5LrwqgUJzKsmWe8zZOHggXSsQJtyygLqZjZpuipWtwuI+65fmdXqssDFlInXQqS/dtiNdtGthXBgWlWJjidaLQNF+UfF5VRsQlTfx8FgFNl+sWPJkuOy/rJNShyChqJ3kWgmhZoBB8n6yQdNo3C4t5sweikqa4Y4E+p1d/T5e19t2CJ6PFT/Aly4kg4kiyBMAieK5DIcSU3/gd/l+AaXpdxGqe9gyZ4XTLihEIUub5WBB8T3rO0oGLrmv8051fY2p63p5j2YlzEolIzHag1JrWjSgDMpi1+NjzCFpTBW1d1bUAOGgUNda0B6qIPZLi88YdYasqmUCBy2jMQuuAbBPEvvvLWDPm09q1h9xH9hCXRXaeZerVIXlN4F6MG2s2+WXd2c9ty0+MiMgUTkQiCEy9GghS98rc7MQo66aPk5CMjSh0Ym+XLCx+vQRklVBSsg6a1CNpU/ckDQqgyD3hu+uapyk11h4m/iLhmC1BHdHGMoGgNWnMxzqFcOSVh3e6tga6KhyKhBWB0E8Ll/S8E5IUfdZ1R3FmyZCiXU6ekSRyy6THyNwgi7+94IKxPfHve+8NJ+6YvZV1OSIAkcyYL+TR93h++0GlzDRRQoj9nlk5tlA3TpGkIiBOlEgOQWsMKJpYjwRpiM/PBUPpxt43MXXTOotrXrpszGKSaeRvj7C4TXi+f91zT/hsthhVrIUC9lCeEjTu6b0V+46kT71pIgKuY2z6IKqUcFElZdbYJlVWWaqKyv7nwdggG3nZW+aqqLCaz1lLCAgiUtdyw/qZ1wvIWsuzFjcBa1nZgS4NspHriHWQjHFfUpuzpM+eiA36HM48b2xx0BYvvPBCkPsOQKxH0XKIdNZNGy7DiIi8TIgI2FiUgHslBKWUYcIELYHnRZAz01moNq2Fzc9e5Tu06QhnSpMlIJq5mbNtaozYdXxn2/4pXZoqSe0tS4dlzm1aiMfp1ngRknnPxNWUroppjBCKtAugLsQi5Am7oqZrZaciz0nptq1L4DkImLz2AFkCGt8bFQ9rRVHrdgWUYv2CvDLswXK10EJje2KrJZcc/Aj5ZUV48MHB5eedNziCWX7C/z95++2DlRdeePCHiy4a7Ch1ccLvf3jyyYMjd9st/A2Zib//5sEHD848/PDBigsuOHgBwZzwe6XWf3P++YNNuRon/M51LjjppPAd/2TJm/D7bdZcM1RE9Xvdgf3uT5dcMthu7bXDdQ/feeex9973pz8NNpNOPOH/r7/00sGX55137Pm2Xn313Oq3UkZZcxAHVpW8UybTPUsLICRIXpbQZIkIsEpJh+2iPJA4MqTI6uH34mjqNFqMJfWbygykFLHLdotWqyf7Xa5Becbur00PZmXVRJFpsS1tXTR1m5JmYU2weoub8lyIPXnlPmIrCqTbWqoqwOb6yNRVV10V1pW9zKXIxRf1BnLMKqPQHt0SiUhTS24RRkTkZUJEnDRj6XKbrajlO7JCeVL48b1MrHzIFlwsBMYcLpAUyfBdrAQWOiEmmI8f0PssVrUCunSQjWDNKGq1XaWcWQjK7gE5aFsR1WcJDCfA9DVs2lhi2+ZnQWlb5tqJuirAmPAhaOsQHadFp8amplJC2loo6kWSZwnz7E52yJ61UlbwCNlEVouKwv1d0HB0XbzMX8duv33uGCj1bf6KrF5AyZgLBwMn3jxioa5JlohE4kJRlcU4FcHaI2eqLJdIsD2TLiKXBxarsfighjA2nj3GT5BtyEn2gOIARa60CdQkW5DBPmouZUGfpKv9toX9h4Q6IMYuzw5lCAqZxFKIjCCQ9iY3qOumD6esyfvss09YM9x41lOZvmMJirFifYQBjIjIy4CIML8R7LEcsgyQvICluqC8CCuL24lNgJjvo9giE+Yvz8ZidIXTdJvCPjJuqsoVd80kstkJTZvbs/s+6yGa9Vmfyny9deBUk44FyEKmVJFvPA/cc8amLpj3CfJ0s7UsyhpzGRdrg2lecDIlgPA6NQnodOri9iC8Xv/61wezMjJMSYihsIZXX2yxyU4QJtVr00UXDc/MmugwwLXKtWIdGUdrgbIVayTGhXKwtwXO+lvci0XxTEVEBBBqc9mkKSJSQanX7d/CWopMFblnyRmKs4tc9eyxjT2SFPeg073ns2e6dLgmV4oyRCIQIHKhaedyY18UdNxFTtlvM888c1gbs802WyAjils6XFg3rGJdZPcDDzwwVnQuxorVsX5NCURkVEekJR566KFQV0QhIDUIQAEeRWvaQlElxYi8YqEdZHHrrbdOttpqq5Bnf9VVV4XiOWphKDrUB9QHUCRHbYSqOikRammok6DIWBkUflK3RK2SqjoEeZD/rr7DUkstFWoZ+FlNFznyar2oDaC2QBeoc6FWwsILL/ySfHs1L9QgUA+jLhQg23fffUNtgVjUqwhqTygadcABB4TCTW0Qa74oJvWWt7wl1DqJL3Maf1YMDtSKUR9CfQZ1BkL9hIceSpJZZgl/X+9Tn0oOPPXUZKYZZ0weefTRZKcdd0yeevrp5MADDhirU+HZ3vPe9yZnnnlmKHz1lplmCjV01Nz4xxNPhJoWs02oS3H0McckM888c6iLc+wxx4T1rZbDyaeckrz3Pe9JPqVA3MILh/eqNaImi3WvAJ7aC75P0bIN1l8/ufr3v0/22H338F7F1VZbffVQIM0ecb1HH3ssWX/99ZO55pormW/eecN3wHeOPDJZbd99/3s/Z50VntWaVPxMfRB1JU4++eTwd+tJXQ1r10utlfizV4TnKIL7z4OaKdax9USGrLvuuqVza07tfWNXtxgVuaCAoHWopkn6nkH9GDVg2hbXAuvgoIMOStZaa63ws7odimYpwqiWkDnpArU3yNcyqD1z4IEHhiKJTer4XHrppaHuSl8w1+r3HHfcceF77QP7zd5vU9elrJ7QQgstFH5WW8easC/+8Y9/JKuvvnoyRWMwjjFeLSJMkk4ceYGR8sm7BiilWbbTuhNvujQ2kxzzK5NeX9diOqzb6IpVIp6G6sDJu6+GVUzTfPDxVMo95cTaJnUxDQGY2SA8AZRiKtr4kmOaaZnp2H1bR+mslqYWEc8vZkYgZFngrdOaU7U1xHIi6M4JfwyprJIbfvGLsZMml5f6HE7APhuzeGI9F99rLcbGggLrBGrHeiPWp+9yCve8LG/xxM6i6NTMGhR9/Z6B28P3xQ65XFYxjofPPJ6AZQAJ2PW9/Oiu5b6UPmcVEtgJ0pV3krmTU0eEbBEY7Brug5uLCb0o9kBsBPO7vcIql7fuWESqmh8aD1Yze6PoWtEF0rZuBgtbujQ+pIOK28L3OZ3HPkGxpkvX0u5pWFN13Zusxk06Xrvnvpp9sqT5Pu5na1aQtUaMUUdkOzx3wSabbPISWWE+xX+lGy1OiRaRERFpOPix4VeRWZZCb9oNs8yvn3Y7ECoEPdhINh9BJV6iqyJu4lbiE23SZZbCa+uPzgN3w5vf/OawNrhMmNeZKZnbY58brgdzVXdcrDHm6iigYo2JLoWICAlEhlLMGxPfXzd1Mo+ISNeVxRHjBgTI5cUsEIbWLPeMQEu1RfxMsAmyDunOmfRWsUkUFsIS15zYHEpbwK7PRjAPmwsKPEJwHTeR/RAzWIytz3tv2g3lvRR7tn+SrAbvFYCZjmdCzsVCpOuLiKGabrrpxrJXPLPATiSEiTwEuKaej5KLBddiMa2ooBD8SGKyMN5x79t/3KZZolqHiMTx4Fp0f9nviEGhTQv+ZeH503sPqayrtCLhsH65MoynPea+zIm5RRzNUVWNkSZwwGnS1dZYWd91Mtbst2z/ozbgLkNEree0C0q2WSTKZIj7inVouuKzBQTK7wT2m+emBGtERKZAIiJolPIoS42VOSGAsCucWtN1EoDgVD2vKDe/S2M5gtmJtgoEY6wRURd9NJeKEKhlc4t7IFCz9QT44M0TZUBIICix+qbxdFopIihONZQtgZatMdEWTklOd+kodwrayb7Jus4SEWSXIEzXM1EULlsdlNWBso2VFmNDsQjxIuYmZJ1M2BOyVZALyt3+oxT4uvntKZ4FFlggrDlKzv/HVu1zzjlnWEMC8MyLJnHvete7ws8UNkEq28B7EUZz43uc8nyH7yLgKUuBirHzqs8iRAgCEmTszKX94J48T7SQGWuEPcbNmPdwsk4RrasvvDB8H+UaiUx6XOwhp0xrJQ3XRtzSkDYfi9s1JSIRrDqCz2NWSewY3deBBkEUMGnN2zvZrK404RAMnyYcrG2yuFgLWarSzxkbufle82re+gCCFzOT6oKVOL2ui8DCF9PC28AYsP4Yl6wFKG21jpAZSZZEMt8WDz/8cGWdFqTWXDcJlB8RkSmMiDix2ZixGmQRCLY27erTcBpjnciSCicxQiIPTK3qHlAETcosp0E5lLlbYnBYm03FVN/FHAwEqLGNXWONtU1eJ3PIe5ywBZJKkROo6LsoKllKlI6/f/KTnwyKuWnKcRV5ilkGlKdTU9MU3zQRMb+UcV46JGUe6ysgKd6HmKURC4VF+Pk8reon7IkvLbpoUOQIAguFcWGJkF6oPLs9Oc000wRlG/eDE1lsO2CdWouRHDippQMK08XZKEhzEN9rXii0eLqNZItyFvAXq6p6mSvkkevCd0XXlGv5Hu+hKM3zaqlg3LU/97kg2NNAiNIk39qyZtMuRYouzx3LRcQqF8fUGmtCREDWk/s0nlLKi9o7tIFnQeqQKPMSCQfCGLvWUq4Ih/vIEo4isILEYMmYQt9HFVHZJ1XFw/JACVeRN8/Z5oBBLpIbxhF5zwPSkVfAzJpxGOgSvHvuueeG9N0qIP3mua4leLwQkVGwag3E5nA6y1YFc8ZOooKV2nQ6FCincZZgwGzgpMAngap5cC2NzATqCUTU/Es3TV1M60IDMx08v/CFL+T+XXCaADiBh02xwAILhMZgiy++eNIGSLNOyIIrBSLGsRZouv/++4dnLoMgQc0MvdLQMO3Pf/7zWJM4wcBg7OP4x8DD7P/H300g9OF+4vzHn+P/Cy6LgWsaoQkwM45Nm1EJ8vS83/3ud18ShAiCNnUdNlcC5wRFapSXhuZwAp/nnHPO0JhQkOZVP/pREmddEKcAWI3eBMFpVGctuVdN3wRlC7IUlKj5njGdYYYZxpoc6kBtHWlgJiBSEy73JJA7vScEhBoXY5Fuyic41HylIZhaIK6u0IIiPb/v1gzQ732PAGawT92XRnuChgXUPnXHHUnygQ+Ev7/2da8LAaC6Jmuw5rkER6ablpk3gco6+gr8dK+unbefdNgVNClwPa9pXhWMmS6uxjUGHrs3XVOff/75sZeg6fhzXjBsXIvx52xjO4GvAr2Nb+xubJzaNETT5dca0h05zs9pp50WZIeA1bzOuHWhoeFss83W+HPGX2M8jSCthyyMDdnqmetCsLf5F+AqAPszn/lM4Xt/+ctf5v7dWOv4rVknGVOnk3EW9lSdTs72pb2oEaIA3rrJB5Mdg3GM8WARcVLiD20Sg8GMnRcXUIfN8r2XnUaYBOuUMHcqxYyd4uqeAMReFBUnc9p1Om3r+uHSkdLXFszyRX1rnFyrSsPXAYuNOBE9WpqWkDYuToUsHU7nTvRO3XzS4hViwTuWLidPJ7N4GnUy9WysbvzJeWPMisC9w5pRZZVjuTOPTupZuEfpiywFXArcI1xFz/NjT9gTz919d0hpZcXh/vr0pz8dUhDNv2eL/T9YxpSZ9hJ0KVbJe8Q1OYU71Ucrg2u4prRWn/f/nsXn7G/meGMeK7A6QQrEZdkQIModaC0LhOXuYkWJBbN8j5O+91onISZkwhg6obrWKp/5zEQxIukWDSwYc801V+64mw/3zXVSVfjO+mY1KrOIGH9xPMaTFcVYWAMsPWSNNTLrrLOG9Gv73Bg7SRsjz00ONa1Rw+3CzabuhnntA6x6edYh92y8WAG7pqi2gT3EopQH7sl0DFIZzJN5tAdYS+vIPe60MosyyyKLdZvaT59tGGAr7qmOBX+8WESGSkSYc5m53/72t4cbKsqtH69EhNm3qc8NCBGBpk3A10zQVl2LcC8qepUHbgwCmtCtCubK83Gmq7t2iZnwXEWVP6sg8yStXLIg2JvGreRBzEDsgUEYNl2veYhFxyjcvN4Z/m5cxTpwh1gD0T/vZ0pZYKd9IN7Cz8zPlDQ/ulgiCg1BNc/2W3RdUNAUHRITX0jbRz/60bEg0DH3Tk5TOGQCqY7fFwMqs43IrPf4nnQhLS6WGKgKFGmMO+HvTu/rSEQiEBIkwnunmmqqQEDS35Nu/GgMzVu8h1iR0usTn/jEf2uDiPfIyZrhgoufi5/JvtLfi5CIhxCoKd5A5giTvGeJxfV03kVEkFI1gSh/CtCc+j7z5bPWbTpINVY79X199S5yX9ypDhJcXLHXTxcoyJYOVs6TOZ61TYVhrjoEoAsQ47wsPa4NMWB16hYhwoh83QNokezMi2UxNk3c1I8++mij4N008amKaXxFEBEBToSwTTklEZGYNusE0cYC0DQ406mR4qsjIAin2ESsCTBkp32n8bJSyxRatocDZdjHSYoPuYqh5wk9ftmqipJOQV1ShGMgX7wOoU1pF/XQqYMYzR4ry1KgyELdzzpdOuGZk6gMEVz+fcSVf172DcUlLiIKTfctII/Ayyv2FItFITNjDchk76QUNcXPUmPOXvWqVwWLDtKT7VIrboOwU/UXwaFIYydlCiV2/2VZ8B0sNW9961sDEfFzvL80EbFG7D9VKB1iWBqQqOibTxMRe0bcjeeYY445Bh/4wAcmUjbIGsKlNHz6+ewjCss9iTEpCtSOHZDNAaue06z4Bc9t3OwnxCKW5Y6Bu17mQUYQ+Sc+qEqWUBiuky4JX9awsgr2uXtKp2kju2ly2BSx11M2xiYLyty4N5Wf5qRrGnDs85ItHmaOyuI0WLwcAsSMNbVayDKzDurA2rGe65a8/8EPfjDWMbspYomAIovxK4KITHShGkQEg3bT8UVYTGoi0jUvO4LwqrPQjIkN0qTpXJ3sliIh4sRhYTqt5hEf1pZ0oBxzJsXTR969MW1SUTI2kqsjFJiCEa22XSg9d9aVoS6FsW7T18F4EUwEfxoUVZN7JLSctCh7Zn8BxWXjQanGzA7WCXOdLfeNUETSZs8Jjv7iIov8/8qjq6wSiALFbw4oB8/DfSQjxTgjKk5pamGwtCE2yC7FiTi6BlcNs7bvR1BiKmoMVqUgPRvrAjLu/QSuZ40ptTFYlSygpN2LZ4xp0d4bT66emyvMforZT/5unauNEp9vr802C4QwBj2DIPBsvQ7ZL1wQrm8cshkzWdjDCLHsobe85S2BaKWzmqrgmdNpw+6nTImUIWbeZGvjcK1lg5WbAAHOrukiIMxFDfqKUMeqUAfkDDJbxyKLWFoz5qtJs9Dss+Z1xC4Cy6Z9UsdqtPXWW48FgrdBrGmS9x0jIpIDTDSeJtKvSUVELAqbt03/giwI4qrTtBOtU1/TGiCIUpeYCMLRxqHkCaq0UIonV4gdTtNm8S7AzsVf1AFfq83T5ERIUbdJzfOc6Q61eRkvTcbA93HpGeMsCMeiqPssWBNigTyCEgFBIMxb0f2wwKRPwCwOBHCaAFpz6foohPT3nLgm7IktVl01CK1YU4P7gWLzuxjr4pXudeHkH4mGz6VdOrEgX14GkN/bK/G9Uq7TBDmboswtFd+78MILT3TCtVZ9n/2EsMUupdxioQnehOdjHclmfiFCscu172DFQirSpDGdkZR3CkduWJlkKVHA5i/dFbjO+s2W+Y9KJKZfNymmV+TCNVeR6LXpLdWEXBnDuvLUsyKafQFpjtlvDhNpYgJIKxcTt674uC6wp5rqqRC7tMoqlfI/dqTuAuvdASIb5zQiIuPMIkIwE5Bda/dHENJlRbwIAoKrjR+VsHNa6wrjSigR4OmW2DEwik+1qt9DE9T1o8a006YptDY00tC0CFm6fXceYkGwOgqF4nKyKqqDgBDkBZFmwTqQDpJ2Mo8xPsgZ4pQNiLaW0kXZ0r8Xb6LOQIxDiCSLNcKYfWOXXcb2xGXf+14gUuqF2H/mzBoRGxELWLGYEOCEJHeR31G+6ph4P/dhJAzxfRQBV9OHPvShYLHg+vHedEouxRU/z3rHukA5K6LnOxwU9PHwXqTI77g1KTsuJAGf3mN8vIdlknvvIafBCc/387POCorDmDosGBOC2v+bP5YsBCw7jtKm8wKukUJjGIU8hRqDvgV0Wjt11rI5ygtEJwd9R11laT7K9i1y2qb/k9otXFVtUofrNGjjyjPnfcFzIu3kCRdaJHkIvTGyprOp7ZM6/g1ZXWONNQot4vZ8Oh6qq7znekqnOI+IyDiKESGQmSv7KkNe1UguBvG2bYDUNbI8C1YQyoDC4JumDBAlQr5rYFsWNl1ZkyrCn0BuGyjKPIpcNYHNWVWunjWnqlEYgUS5ljXIc4IvC6z1/Agsy0D6NE7ppjMRnE59jwDbqDAFQMauxHnfSxgTmDPNNNNYcCvFEuY4E6yKzMXA19hGgBXOPnG6jJkJPivmwPvmm2++sZLWiDKLEGLCf+5ZuEJYdmKDvmjVQahYchClWESM8vX5+L0UuWuxPLgHmTTx9OxkGwul+V7j5OVaXiFOJScYF6ETw0ZZGcd55503kL+yMUSS0m0VkBOkJ22545JNd3e1tli2qgp+pUvdZ4GgIDsx/qYInqNOhWRBtQJp68J8OKi1OZlT/MaoyqrDgtHWNVJ2aLOfrHVrx/i4l6wluAu6Njv9zne+E/ZjnsuW1STPstoWdI7DRIwTGhGRcUJE/nr1lWGD1zWXNwFBnjVjyjCgDLr2iOmzX0KEoEenyVlmmSWMe1658K6IvRiKwKRf1s6+CsbEaa+uS4cbo26Qmbkzp3mxP5QkpVsn4r/I1Oo7KIi852chyLoToluDq846Q6jS1iCkh6IUd+GE7u/R8oDITuRmSCnqJ2+/PShFn+UuYDHy/QiAuAXXjZaXWLnV/rGPWHDs1/gzsoEMgN872ceqsARvVO6UNSEZP+f3SAFBnK5MiTjEEx0LBsUcA2hZJAR4eq+fWWh8l+v/iNslJ2smKlkpynFsWG4oB7EDWeWA7MXAQW7ArJsrIptZZG4pK5amPFO8ZzDmZUC4jEVe2mxUujGepwpIZZNMM0S4i4xEUMv6U9W1lrZ1u5pX1y+KjeuCtLWlLU4//fSwj7PrzYGkb93E+oL4SEAYL0TkFV/QbJttt0lOPO3byQcmFDvqEwpJKUClmBco7LTHHnuEojYKJHWBgj+33XZbq8I/ecAVFZZSjOjBBx8cK46l+JUiZAsuuGDnewYdXxXb+uIXv/iSvylEpWDbscce2/r7FWdS2Eh34m9961uV7z/88MPDqw4Uv1JoSsdL3VoVcQIFphQOM05rrrlm5fcobKYgVLozp06y66yzTugWq6NpFq6li3H2WRUN++EPfxiKVIGCWrfffnso9DXjjDOGYkpevtfYKnZ0//33h/vcfvvtQ5EsReo+N/fcyX+fJkm2WXvtZI+ddkrmm3325O2vfnVy8kknJVdecEGyxaqrJu+zBh5+OPnUBz+Y/OmSS5LDDjssOXDbbZOPvO1tyYYrrpiceuCBYf3suuGGyTSPP568/41vTN429dTJTZddFor17bfVVsknP/rR5N55502O3Wuv0H13aQXR/vOfJPnPf5KvLrNM8p0jjggFxT4888zJsvPNl7xvt92S7dZeO6ybv/3+98nim28eugXvtemmyQE775wsu8wyyaIf/nDyife9Lzlmzz2TTVdZJVlu2WWT/5t55nAP3zz44GTn9ddPlo0DNxiEztE/+MEPQrFCRdYUAlTITQEoBdMUuNNN1R6zN97//vcnc889d9gPiqGZP/Nx9tlnj62DNLIFx7wnFqJTJO3UU0+dqHu2YmMKyJVBR1uFFRWrsmYVQIv42c9+Fp5F8bY6BcqsPWPs+T44oUtyEa6++upQPC99vaZ417veFeZPp2n7PNuJ+69//WunImjZsVekUOFAHWv9C65pbBS+69J5OAuF5xRa7IIvf/nLQQZsueWWoRhlnENF+ay5PmHeFTHcbrvtkuP/dltS3h98EmEwRDgpMMd6xaA1P9c9rU4Ki8jlPzyvtYukClwwTqzAnI2Z1+1Y21fJ36rTArMis7h74/92z04Osd6AjAv+ZqZlJ2qnTD73Lk328k4+TrBMv12b90UIQpuou2wOBF9me7PUgSBAWRbGz+nCybyJb9vnZR9EWN9O0NkMhzS4fPICJbk9WDfiaV7Ad96Jj/stxs+Iwo+ZNKwHXCJfWGCB/28xeJm/Nl922WA1czqOsoX5m7maqyprZndK5VZgyYuuJa+y7KWy9H0nXJahdEM7LsU6sUMgdZYVKmb9iO9iTWkqx6yBopYREdZ47KrcB1jFuV6zVhsxVV3q9rC4sEZy75Av1rgxNUdklnkTgMzyQJaJu2BB6mqZtv+rLFlNcOSRR461C3DvaRdfnyAjuMjXW3n5l79F5A9/+MNEJW+32WabMfZ3+umnJ+MB5513bnLkGd9JnnvuuYl+r9Sy0tFOLfHf9M/+PvXUU1daRJRqd7radtttk3POOSecSPvAwgsvnGyxxRbJBhts0PizWLZ7+e1vf5t89KMfDaWHndawcCd+VpuLLrooueGGG0I5daXAnQKdnp2OnL6UVHcKX2ihhZLFFlssnLrrlop+xzveMVGpZSd1J3snOuXQ+4CS5CwLnqNonswNq0BTrLHGGskjjzwS7tnJ2Al35ZVXrv151iWlx1klWA/cp1LZLC5FcKJm5Ygwd6wR1hPrj+8yX9ax+TziiCOSWWeddSKLjVLVSl+vtNJK4VRqXpWZ32yzzZLXPvGEo13ySsBTDz2UHPHd745ZIJygL7jgguTiiy8O68/YkF3zzDNP+Lv1w4Lwox/9KJSgtz/uu+++ZPnll0922mmnZMkll3zJNewNc5FXhp9lgVWUBUzJdWX0lUtXmrwOyCCWFZ9lnVNa3fc1Ledt/h966KHkgQceCNaWPJATrJht2jrkQVl5Fjsl8Y1duoR5E0vo448/HtoIsHaw6rC4kEMHH3xwMssss0z0XjLL+Li2sv30z6OPPhrkDeuSPcFCu9RSS+XOVxlYuT/+8Y8nfWHzzTcP5eBZNj/96U+PWdPrlKJ/+OGHg1zyb/pn/3qR3xHWNIvp23ua164YKhHRuySvJ8J4wj777JNM+873TfQ796yvRHZCb7nllrH/txHis/mX4MmSFf8ym19//fWhh8lMM83U2337rtjbow4BYPokVGz4OeaYIwgxyjqtpH/3u98F8yByQYjqvxH7ugAhbWPEzaFPy+WXXx4EIbLlnggDr3e/+92F9+Lv+jJQwMaZkjzllFNa9WAogvFfYoklgikbccjinnvuCfevx0dTIFHM+AcccED4f8rp3HPPDcTKC9GKPxPwTKFpGBum+DvuuCM8O5eFOSlDJCI//elPQ0+U2WefPfRvcS3gaohKEtGkoCi4tddeOxAmYx2vQeHttdde4fuY8h0Ktlx99bFrfXW++ZIDTj45CHTuB+Pn+wjxY449Nnnz9NMHRc3s7XBBCCJSr3r1q5N777knKGa9TSgb4PoxF5S33kDWlr4ZH51rruQvf/lLUIQnnXRS8paZZgrCcs211kre8+53J0stvXTymUUWCd+ByFt/7vn2O+5Idt9tt7A2zeHW22yTnHTiieF9Z511VvLryy8P9/D0U0+F54dj9tor2XSCotvpkEMCsUbC3Y+9iRxGEozgIXNILHO+/YuwctnYz/YF0sc9ggQiBRRg+pBBcVPyRfvAXrFmKONrrrkm+fvf/x7WQgTySM4YGy+ENf2vuTaO5obbzXeQt1WHoyy4ApBWB5EszOuJJ54YCFqfsGYceBA+BN4aIwfKDmnuRa8qxMPachD0vL6L26xIBvqcvYNgeEbzbR0bf+44L+NpLhB0Mts8W69Z91EeyDFErU9st912YR8jRtw0XIhZYpHuzwRIaPbgjGhGneR5857nmXvvTJJjT0omN17xMSJ5sKgtdK+6MRiEQmSecbFoEBZP/JoRgc3GJ+t74ys2umoKioUv9EMf+lDu312XkNSw6X3ve18gHxrj5fm0CT5Nyfi8Adk4/vjjx6xYeXCSsFm8gOC1MZE7it41xU2wimHfEf6fciTsnU5YB9LxEn2eLghpjbiyDQgpETEwdUHRO0F5mS9Knm8YMaDU/Z0y8UJUCEw/i8eIlgyCIJKUn/zkJyEuidK77rrrkmuvvTa8j1D2b/Zn5MPLtaIgTcP4IqbAOqVRne+OisnPXoC8smohSASde3kNwbb++uHvuxx+eLL6VluFOBgK4m0f+Uiy5JprJjPMPnuy0kYbBeL51yeeSGaZc87k+gceCGuE8DTWyyyzTPjsXRovnn12EIpzLLxwssbWWwfhvskb3pCsucEGycabbx4E5OM//GGy0W67JWtts00YW5aejy25ZJi75ZZbLvno4ouHe7jv+eeTow4/PCiwk37wg/CvmA3XfeCFF5LBW98aiDX//7Hf+16YA1a7tWeeOZCkN6Tim5A412LhWHrppQM5R9KRC2TYi4JCMswZwoisiZ8C/15yySUhZso6oiApMUqdlQSQOKShjJDbh8iH+AL3YP6isvA344PIevk+e9K//t/eMy4+6zkRMP86nbOOUUJ1gIAh1L4rexCwXoK1bEL8UZ/yFfmh8FkyKNHs/VrzyJV9ZE1Yx56f5YK8qEu4zE08OH3sYx8L+8batxYjjKf15GXdsJ6wHtqrZCZ5lT1MRLg3pLYNkG4y+q9//Wuw6vg3xh5FUmxvaS5p3sWKRJJhrto0KxyvGBGRnoBxx1MwWFhOeZQtQRgJDUuKBeflxOVf7JZysEkiOYlkpcxKYINQ/GkiQvnZSBQk07yNROFWuTwIBgLMQgdC1qnfZqnrLnEKdD0vIMCRIMLMczuBsoYwOVLQBLcT3Sc+8YlkGCDUXYOpc/fddx/7PYGvw2eZKwQ8O4VDyFNwlA0LQuwMi7zFrr+C37zKLBusTawCTtQR5pzQpXgIO/8Ssv6NP7tOBAsCYVVGRMDndIAGJCxattJdhREhBAiBfGfqtDTbBz8YzOTWA0UdTc+67FrTLByu735jgCRB6fmiIkV4o7IQ9Ingupax8/zWLiVh31gXLB6sLr4XCbH+KEjuR4oKcbU2rUnrkaVLwB1zO2FOoXtGRA0oOGQ4dodFWJKDD55ozNxfJInWg5M2hYxUpufJ2k0fFigup+iI+eefP+xl17L3kBPjYVzTcC1khyUJiWXVYJFjrUJEkBYWiLoKxnfYSywCSJODBEuVcXFAYRXieohWszy4li7NlB1rQYTnp2SN+zBgDpE7e4qCRWJZnBEPY8HSZd2RF5RxWzJkDrlOI8wRsoiA5blhyG/y0uvOO+8MBznywxiTaz4XD3LWItJQ5s6xd+3XKPPTZMP3OIDNNttsYR0g3tZtJD3+nxvPOuLGezljRESGAD5QJyptmDHrtCJhERE7km3NDvyWkRk7rfmXUARCOG1J8TMXihgR5k1mTsKQIHdqYM6ru3m5CRAa10yD4uEDrVLYRbB5vYyFjcfEjZhQcogSIFFMv97HZ9/UR1sFbcEJ5nRMClcIcpQHhFCmk7mjnD772c8Gs3uMt0iDwCBQmX/r+OfNhxfFTciZO0qoSvEgidYRnzjiI7aFQHUSEyvk80hQXCsICcXMOuF5KCgWupipZF0RbNxh5sRYzPfe9yZR5fgMIkA5UOCe0bwhYyx/XtYbIBfRJ48kIWLuw6mV5YFyYUHw2UiUjBcgLnGNspxR0MFVOu20Yb24D2MFvi/OJ/cIkmRdeQ9FKsbC3ygen/eyH6wzMQLhWhOe74orr0y+fsIJwUXlPdaD/RhN7BSMsXINBM/JHSHbeOONw/3aw8hJGtatuXGKp/x9jhLl9vFc/nUPFIt9i8zFzA3KDsHznUhMmRUyDd/LMhdhHdizXki0k7/W9QgPZewVSXQaFB5rG9IX958YBXPR96nbfLEUkZEOKhSv9R3JqTEzFn25aZHLSEaBJQnRNVfp3+eBRdf4eZEFrGbWIZnlgEmuWzcIZiQbUX4jx/5ORpBrZLasIOvI/xdZWPIyAO1fbk738bLFYBxjcnffbQPR9WoZxM6Z6h5ke300hQhqkfKyQPSBUbBLvY+FFloojI8IcJUq22b/KHCTVyhJHYmY9dMnYhaVTJGLL744ZAuIFFdbQraB7Bw1JES7yzDx3Aodta2bImPJ94GulzKEst+l3oXr+ZusCdkodSASP1vhtAgypmQ7xAqZagRUVXYUOe8zMjdUqIxNA42HLCcZDTI9/N14ysTIVvJUA8R3qEMByuwrCJbGWUccMbYnvrTooqEehcJe5mn22WcP11M/xbipc/LOd74zZMHJTlBTxO+sFT+7Vqz1EStOKpCnRorvkAGkSqf6JObed/ubZ3G9/fffP9TwUFwv1vewRpVtV0FVcSqdjK0VGV+eRY0TGVeyGIyRa/ic+9t1110Ha8nUmvB8Ky200ERN22SxKIgGsfOyCrj27fbbbx9+Zx0aV5kWsfVBGn5nDfl77Brs5TmVyC/rtiqLJDbFUy+mbs8S2Rp1amKQn7JFZKUpKGjcs9lpMk5iY0uFztpkk0WQQzLS1IDRn0jtlNgZ2svz6kJtrGJDVPPVNzy3dZOFcZaNUlUcrghkA7ke51gGlgJ/nlXmm3XbR/bfchNq0bhfMik2z+wT46WOyIiI9Dj4BBFhFatLgnTKdJpeXyBsCe73vve9nVKCpcwR1GWl1vsEgSyNVOoYpZ/XtyISL0paWiwFRzBGkiL9joJRJZFQJVCqGgwqFiTN0Wdi7wvVN6UNEui+X4O5pk3z3GOdSq6e23ylCQBCUiXwkaPYJ0a6abohYVwHFDflb6/8z//8T26ZcEoV0ZO+G9MNkRzfSUFttNJKY3viyN12Gyt7TnEp4kUhA9KluJVxj40hKf+oULwooDiOFIH7sS/Shb9Un43vj8XI7BPFxJAZe8i+d6/IhmJyiBRhnO5hEwm/XjGUA6ik6WU+KTz4i6rJE55v53XXDevIZ2LxNNcEhDh2AfYM6dRMawzhQnpcX1dU1zR+3qdoHIVPCVsTH//4xysLXbm270uX40feioqWpdeTfdAUUsA9g+dFmOwJ92AfxpR9zyLdu+ye/V3ZduuRjJM2a0ztUXNuHhFZhNThrEgxI2rWFFJuDfUJhM5+zwPi5367FIVEjPU7atLIswmWS8neSEak2r8cichU/pOMUzDxMtHx2/ZZgEak8LTvev9/f77njpdkzbRBzIAQSMjcGMG8ycTNXNoXmLiZBpntBMTyebZJIeOHZZZlni5yLfDB8+/35TKRLeE7+a/FDjBhx5iSumA6Zwo15vHF1cH0bTlzY0W3UHwxczK1cxGIGxEl773M7ssuu2zj1McI5lfjLzi0CMzk5osLJJ3ODj6r8FqeKZqrzj2bH/cvlsgai26RCG4M5nwmbqZ6rg9jxPzLvMwkzE0iRZULTkyGZ48me8G800lfn+BiOWq33ZI/P/JIcMl5n4Bi3889xdXhewRkMxdzs7mW67qOa3PV8PVb92IpBMNaq2JVuL24L7wvZmNwG3Epijex1/nhuZ2Y6bnTpNGK/RBTIG7BnmLe58cXT8DtJg7C3jMfglZlHcRUZqb44/fZJ/ner3713wF78MHkqde/Prjfzj///HA99xSznMRbRBgfQbvpYGdmd+MqpsWcinHIZiRYU2KLjC2Tfoy9yoIZP7reIsQEuG8um6LPmUdjmY7raArxKp7Ns3Pxua6X9WGP2FPpPcaFa3ytReOU3WNcVk1cOb7LGuFCske4Es1xWUxLE4g7kiRQFMwv9kNcW8ysagqykxzxee7xJin8dfD5CW7ICHtR7JW90qbswKTSha3092AcY0qxiLCEcMekLSERTmROc303corFjJhUY9+ApmCOrjqxKbnuZNkHnCCjCRzMa1nhpzZwcmDpcNJj+jX+0ZoST9JOftmW713A7Fxkeneq5hYK/U5yoEhWtCxk4ZTIBZEGq0Zsfgeuq1gTC4MToHLTESwVzMR+z3qw4IILjo2BuZjoNJjpxcIK4n2sOK4Z3SZOuywp0T0RO906FTrNx866TtYsC/F6LCsK4zlFu2encid/PY5YxljA/C6uNSdln4t9ibil/OwUy1Kj9Hy6oB/LCBeSz0TLmRLm/n+uueYaPKNbdU6Jd88Re9p4ZU/ueeufG0lBOvdU5JqITeVYwLhRi07eXFPmIgvuIpaJok63xqeqYF9dmCvrJo4BS060ahhjjQrJuL6KDUZwKR566KFj/8+yyQrQ1CrZtmut57H20j2cmiDKLvuMRaio23FbLJdjjfY85qVLG4zxaBEZEZGOg0+hISFF1WKZ0vpqpherY6bNtiqhtvEdIjIqglaBQm/aRC4PzPM2fbbbMJdJW19tExD4FKaOsoQr5WqjU46UdReY47w4EUID8Yq+9zxQNHkxK0zoCE4WTOGxeRpXBbN+bOlOIOZ13wWuD9dxP8aCq8Vn/RziTlJE5K6rrw4kwd5z71wS1h4ywe3ieyguZmm/E58UgYiI76CsKWMvTfbSZBwZ8Tn3jVBQusg15SeeQnwKt4PrGwNEjvsQkeIGSHc8jftO7xSKh3skknS9dnzH/PPPP7hQt+oUETFWyCFlorqo73INyj/G0sR75R6LoPzFOIAxzCPp1gICE8F1VtQt2zPHuJ88RV3UO8baLSIpdYAMIo/2nzVDublPP1sXabI7LJjjLAmwN/twP/jeOr10rMvYPLEJ7AkyJNtr6hQ9jXrCcgVu8UhG0oeOthgRkZcBEUFC+L7LStY7ifZhUYit6An5NJwEmwZ62TSETVrgFoHAdrrsAkqDguI7z0JcgODJYUKTMorRBqbY4npychVcphw8AUxJU4RNT35FZI1grxPsy/erbH4alGM2oBQoLQJQzIf1kCVxYhyyn/OMFK7nRmLF1wBSKE4CWdhi1VUnCla1tq0P5C2uYyQkzidLUzxBm1tC0yv+LnZ2FfiJ6LlXyo1Vw8/uBUGPJDoGMH/4wx8eC+6mSJAJp/EYfCo+xRxRwvaCe7dGEQnv81lzHUmEefGcX99ii7Hn+8YuuwRCj4RGhassuOeyRt1ftDakrTzWBcLknsC/ec0nEZp0EHKMu8h2n61THhyhMfZpuI82lkSyQkwUAuCZBFfGDsiAxGl0KdB52GTE+jKXWRhLay5v7TcBclzWBTsNVjmB+U0bhGabZVo/vis2ReyK5Uri84wTIpy2KLXBiIhM4UTECayKhACzL9NmF0TCkxYa6cXfVCg5BTfZLDHIsS0w97LrEebD6vdD8BKwUVlwZWUDPsHfKTHkgXJgTmd5iK6BpmSNEESw6gTDmdeY1QMUd9FpjgKOyj6v94xnEMEf4RlYH6IlKhscGdfQ0SwNE/bEOUcfPUbGuH1cxxy5NuWLyMjUmnbaaYM1MPbroHxlI7BMRIIUFS3FbkwpwNhNlMITVEpRM217pk9+8pNhvfgdRSko1r1b4/vss8/gU5/6VCBB/p9CFaztc2mzuOtbT8gchQGP+nfC86222GITWebMsTFKkz3PZ58YL3Nrjl03BjqniULaIhSf2fuzwZHuK/17YxItPEVwfZ1S032IWLeqPhfn1ZwgRubcGnOvefLUfaXXBXLt/4usNV0h4ytLvtPWDESxSx8Yh4s8eZkHhMv1mliYzEeeS9V82fdZ8tgGy1UkCkQy0uVaIyIyBRORSEIIlypQwFJU20JmRRXhaWKxYGKPp7+6YD5v+wwsHpRTmUJmtpZt0DeYeQmk9LUJ1jrZBmIWxAEgBE7bX//610MacNFzpONEZCI57TUZY5+P2U+UctbSYR0wx8aW5hQwQeVzTkUISLw3CoRQZeKWGZG9D9YFp3PmZWPklJ8mIqcecED4HYuB+AVjIK3UdXw3dyAgA6wTFKW4kdjmPboQpeXGOAqkIxIomRTuyT2zBjFpIxIEqr+JLTHm4lRkpbh+VMTmM7qiKJrpp59+zCpj3ClUJNCaigQXWfjiIouMPZ9UZfcX42RkZmVdJ9Hq49kQL/FG1k12/mMWWCQYlGfR+vKMiFc6zoPVpgrmCYmJFkXzGscgCwcG2Sfmy1wZP+6HqjRf4552JwESYwz7JiNF7sg0PF+XlN6q+JAsEMyYYVUHSGpRk0rXlenV5PvyUCdj0bXEkrUlIyMiMoUSESTEKbAOCQE+9mjSbopoJs5Lx8wu2Dr1BMDJj0JtglhPoUuqbtX7CI5hkJA8MsAv3yRAjXVA0KgNT7gTkOY0HaAalQM3HOXb1L1DeSB85ibGIDi1U5Lml7J2EiZ4KBZKDNzDT37yk2AmpjSQmA984ANj9WWcbJ083T/LHOHpxO7vlAGLSTgJZoJVrSen55iq6kVYx/H09+iyiIGlLBksEFw64iTe8Y53hPWLLLHSeBZuE+4q68L9+Vz0q1OGyA/YX/ZZJBnGFpnhwvngBz8YTvncaSwmxsap1mcRqF122SV87iMf+Ui4jud48YEHJno+hAEpQOK9FyGwt5EbJA3x4/pJB7IWBTgjPjFw1jMU+e7NnbisGC9jHuquE6TOWCLI1lfaWuC+palyUyFBDj91O5xHIC6+JwtrzrrqUwZzB9bpNEzmtEnpJS8RyCYwN8avrhXFfovWtqLvY7XafffdW6cIL1ezdILvdz9tyMh4ISKjyqoNIGU0druMnTurIIUyXVm1LvQfkTKplHW2m2QW0oWlMFbdk9RLaXfS85pA7xKVK5tCVU5NvfRGKIPUSKmfqiCmm+y1hcqMKn6qmJnXkyJWolWRsw5UFpXe6AWqQkrXdR1lmvWtkL6oKqYqi767aRdh6Z569qiWqYKnsZNeKf1TimU6/c0YHXTQQWNjp/qrF6jsGNsJSJuTOuteYhVYLw0KQZVNc5vXDMtzKWuezu6XtmstSkHWSkC6q8qs7hncr3Rd1/WKvXesHdeRfqx6ryqeqkTG6pKxHYE0WCmr0v6kjMdrK1XvOvF7PaN0YPtKo0Zj716l/KoOGnt/+Ix9pJppkim3rvKqyqxSV8E+s1akn6b/jWXyQS8Scy2lN73XVEk1/lKtpdUqW54H36m3j7+bUynjddeJcbe+pFJLfbZXpO6rfOxepJKqQuu5mkLau5YLef2etF+QDi3FXhpyH2UUPLtXFcyxfaF6aZOU3jaN6MyNdF77TkpuVRqyFO4yeevzxk2bAjLQv8PqDTPVVFOF6s/uXSPMtr1vJidGRKQFCWnSoI1Ab0pE9IvQ44FQrtOxV00Def5lG4PwUvchnZdeFwSyfHAlqMs6ZKZBaVGS6eZSZUAKKCi1RbpA2XLCWX2LosZYhBvBWpeIZKFHC4XnpRaHmhlqWlgjGmwp8U04REUaf7YWsqQg/bMy6uBndQIIxjyo6RJrpqSFm7oPmqBRqhQ+JaoVgPtJAzmhoCl8pa6Rmt022ij58IS/33DjjcnuEzr8IsPWFQKgCRry5TMEMULm95SKWiIIlPH3nGp9IAc6ARsn9TaQKu9334SzmgjqkXiv+hGEqVLfSLXvUmNCjRW1NigWBFqZe2NuDlzLGkNEgHLWU8j/W6/mQn0OdXe2XnPNJDZUf+LJJ5ODjjgiECfvdz8IQna9eD5rRJ0L61JdEHOkNLheLLq/IhXGGElRD8Q9eJ4i2D/Kp3sWtU7MQSRYiFrZv+ZTTRmILeybNIArgvVgrIugnox7tWfIpLwy8XWhDYDDUB1CgyCTCdaClhV1n9MaqirfngfzqDGefkHqC5XB/qtTW8k6Rw7IB0SyCRkZNCjxlSZS1qE6MFMUBuMY48U1w8zJLJpnuqwCPzeTdF0IYGMKbRKxLg2xKm2MuVo6YFuoksgH3yVVtwpM1WIN2sIYSEesE5vBRJ4X7NkUzKLcMr6PK6goVdv7uDP4+z2jWAr1MNyDdSUGJ7oAmN7F1Vg3RQF7njNdt0ashjG3VrnCmKbFLQicYx6OY8LtwAyfhutvudpqY3tiq9VXH6tYypXCRSjQNFbbTAfMmrNY00JgsDgSrgqmYs/M5WYdCE6UQaNkeyxXbY1zJUVEN0iMF/Kv2AzuCPsvxkuJg4gl77l9rH/Py6VlPH3Oyz6KqcfprJmVF1441M+JJnP3la1OzN0VK7zmmcm5VLhhuOm4r6T4SlPWdoHbTxlwrjBxRmo+GA9uUXE16ewi8S/WjfExJvaZZ7YeuHBksbh/Ljj36/2Crbmc/K0P+M46GXTm2Hx22aPibWJGVV1wbzcpUdDFzWutWmNlcTF5Jf6rwF0meLpJ3NiyLTKj3JsxFug9JblmRkSkYvC7kJDoD61b6IYfv40y5jeP5a3zQJHwx3cBJZDOxqhK1W0jJJE2grgNBBuqB1B3o4vx6BrZTpEaV/55AoASzOttUQWKyxqj/Ckra012CoVuLGWu8JWny9gTztF/zt9OmUTSYv2ks26Mqe+gzBDSmK1AwVHY3ks5xz1x7IRMFso2ZlJQzDKKQFwJxSsgzz3E7I9Ye8QrklBEIWZECQ6NfwfPE8dLLAvyFTOQxGfoURL78iDRPkfRE7T+Zqzi96Xjnvj6yQxBr4gA3C4uY8LzrbvcciHmIgJZi7VkzKOgTcQmnclV5q83VvZuvBfZKciWmB+kwt/EE1Buvl8BQmOHOFbFf6WBREbiZu7ICvKlC6yZJm0crB3z3IaMGM9sxlYdxJTeOgRGHI8U2i4Q5xVTwIv2a17qcR0Z5RBQN55vuZbtNWLmDmJfhRERmQKICBIiYK5LFU6ntToZIU5XFl6blDUCjqLJQ0w/zKv62gTxdFsFgXpOxm1AeVVF0+dBSq7TcJPThlN9l5MT8oc8ZKvmUmBlQWxZUMYEeyzCJTgwW5+A0pQqaB5jnxeKW/AsoSutNT1mCES26qfg0TnmmCPsJ9k3FAJLAPLHgnKEfkMT9sS3Djkk3BNFGgMvCc/YsC82W3PvTuaxrgYSEZUxawJlazwEuTr1u6dppplmMO+88wbyEkkra4R9Fq0SCJl14IXQEt4Uke/1OaRBUKH7j+SExQbhdrKPJMxecq9I2+qLLz72fDdMsB65L+Nm/Iw7S4vPOk1m12CVUhBM6x6qTrGsO8bR+vNsnr/uujXXacJlnq0BpKxtcTNjULfeRoTAXuPaNKUfgY19fJqibkqv729baToNa84ey4Pfx2DxprDfkMk6QcrLdejzZf1aF1VkZERExjkRobgJx7pR1EVwkqvafE7not271NIoSuHFwvvIaQeCP32SzEvVdcLt0khKpDylUBdInqyJNmWhWVCyRabqwHw6dac7uKYzjOqmHbpnLp1sGmCZ+du65P5QIdbeeM973hMySJiuWUYIe+Q3ZrF4RmsjZod4SctMj5dslPVVcU1llSgoFd+P5Lnm+9///vD/6YwMRCxmKFD4XkgMJeVv8TtigapYWM17nK79P0tIFPrIDGWrXojPUdrRupZWMjJvKAMkVJl8+9R9xOtZE2kXyAtcD6nnowhkzSA4rDmInmtlS+rXUQrWEOLF4pTNaMnbQ2kFx2RfpyiVfVeUFmy+rZk2rkZjH4lkE3BBNiUj5rxLbRBkmkuyDKxkefuyKXyHOc3WgwFWqLxaRHUhi8u6qyKPy3VsOEoOS98vavwHIyIyjolIrGLalYSA02uZu4EQobybxlPUISI2k5Nf3mZqA0o/W9Apm6rbVQg47WZjGIpA6bYlIVGw1al8GoEouh4FWGZe5Y4Q/1EFcQHpfikRzPllwgNYNWKbedYUikFcAaXMkuFvlB7TfySGXAaUHvdMBEViracLfv31yivD71SaNd++g2smKnUKG9kSw8JF4FTuurGeRtrFhrBZ3yx+EC0GiFZMI0aqmJKtYcKXWyMWKnN6pCw9G4XPKiDmwjN4LqQqFvdiEfGZmWeeOdyXdeFemdkP22mn3F4zSGB8rrKU16KUbLLJNaLF0dgX1ZdQUp2VKK8lfVVKvectq9DMleU+8loNFIEFKl2mvClUIzWHdciFInZl7o66sO6L+jbVtdo2iTmL6eRpcFHWqf9SBmvBmirrGr5cD53PIxkp6mc1IiLjlIgwC/dFQkBQXNEiIMgx+D6aSYlVyJ5OKM10qemuIKhjjYssKIiobLqC8soGD2bhRNLE35oHn43t3+sQJKSOQq6CIMWqypcsB1mlFGE9UOpFBMup3TxQ+gIyY2Bp2ipDYBNAhCZhRODFKqcISYwTsUaCgkvVEVlpoYUC+RCrgnC4jnXKGmHNKpvub4ip75pvvvnCPp177rnDPUcXm4BNAXqRpFLWUfEp2BaJiDngzorPS8i7r9hgD6nzHPZlDPCM5MrfrX3uyVhEzdgiaCwE7s97j2FKn/B89193XXC/pC1F3EWK1hVZ89xPlly6XyQiXSFUCf10Y8ds9c48xeN7/a3IIuoZ80rJZ4EQcN2JcaljlaRokcYuUNzOGFaREa4566ErWBGslzzrDyIa2xf0AWNojWb3FytjDNzuqhu45p4paJjZBxFJk5G82i3jhYh0y/t6mUHaoJbOUhRjSmBXFNUR0bL8kksuCWmLTWtOFKXwSt+M0B5depkc/L7w7ne/O7nnnnte8nupdWoi1E3VrYI50KK9CNJFpeideOKJIVW0LXx2jjnmqKyR4vmkn5566qlj9TrKoH39lVdeOVENijTUzTA/0mDzYD0sueSSY6maaUjj3GuvvUIqrbUlNdC9pVP9pJ2qJeJvfi8F9+KLLw51SsDvtbr3PNLDpdmmx3vBT386rCX1X6SFq5OxwgorhPor2tPbJ9aBFEdpqDGd071ZA9KB3/72t4d0z8033zyk2LqmFFFjvsEGG4S0U2mGWr/PO++8Ic3WPjFm0lulIkqlVA9Gq3Y1XOJce59aHtKU/U4KrO80nuptqA+iLoYURvdjPNxPxN777BNS8KVp2iNqiahHIrV2rbXWyp03f5MGnIbUX2M6//zzj/1Oy/lYpyUN6djSevNSPj2fv6utkgfr3PNVpX6qIaK8gPkw9tJ+q1LstZrvgoUWWijcu+s988wzue95+umnQ7q3OjFdkU7pffHFFyf6G5nQtH5I3focaVhbUpC7wh6X1rvKKquElPS2qbt1nsP+kzqtrMG4xGAcY1JaRLBeMSFtYgaqTgzZSovM8XXTTOvCd8b0XCdSJ6xh9Ilw3+kMorapumWIzcXyTnVOcE65XSwhaYhjKMo4YgngdnCaaBoMKFMqL2iXCZ75uMwkC/z2sXJpGk682R4dzMfpa3FdpM34ghHtIxYkLhD/poNKuULS3Wl//p3vBJdV7IDr5XTGQmHsY5CoFzeSuWDBYh2wpgVuzjjjjOHvMV01Ha8hlgjMbzz1SQ03Ltw03JnxxChw1/X0C7JHo0WFhSHGo8TvdVJlLWFRS1eENX9nc3VlXDPGKXtK5NqIadBpKNcdG+GB5y5q1piNpWJFq3NSd5/x2SOsO3u56XoXZ8WCVOTyEdRbFODeBtabuc473ZunupmDXVJ6rc++dUV0i3GldEmrLcMVV1wR1n5aXpvvvO7bXWC/cY+l+36NF4vIiIjcc0cw89m0XdvB54GZOd3DgUlYGmyfJCS6A6I/UxYAQTkM+N7Yl6NLqm4VmP9jT5M0CaGI+yIhcXPmZerE9Mi24xjdK+l7jeusbhwNt0banC1ILo80mQfm8UiifS7GLDCZUzj2kX+5HF1f4OeCCy4YYjBCDFGmxHt0x3iPmAfjw3XAjYBw+D5kI10jh8871r8RdGxc0xlj3EnuM6bUZrN7EIl0N99soKt/BeamxzO+7+1vf3uIkyErYkzUJz7xiUC0AvHJPB/hn3bxpGGMEOF0HACid+GFF47dR+z6WxS7FF0e7secF5nf0zC+0b0UYa81zWqJkA1lLPOy9sQg1a0L1ISMmI/0s8Ymi1XEu2tKr32GlA4Dnscc2kvm3Nz3jauvvjqs1Rg47GDXJX6nbNyQ+nhwGRGRcUJEbvv9b4dGQuLJJAZEYvAEdJeskiIQngiO58Ckh3ENICRjLQMnyrapulVwIpVREkHhOWn2SUIiWATSsTQEKoWQbTzXFCxhUdjz88f017pA8ChnYA0g0IviiaSYx7RaygA50a8FGfA81gMiEtONxVVIiRRk6vf/5nOfsCf+8/e/j8WEUMaILVAmfo/EOJGK/keMWFg8n7gdSg9ZcQ+EtpOee3M/7t/9uTariZimeCoXR0VAIlF8/d4nLsLpjRXO/fvuWDdDTZKY3uuEanyMb8y4irEjBDsBf70mcROe75E//7myaJXPO2HHjDeEFIGy/tMpy3lAkGImkdipsiDTvKBO5MzzxmDbLtZG44i8Gdc0GbBW+iYH0aKUJiMxzXwYSKf0IoeCv4cFwdKew1quU0+pDa699tqwphFI44doDQORjAgoHy9E5JVZ4j3lf9tzs02Tk79xTPJ+JYcz/Sj6wOuefDKZ5vHHk0N22CF58fnnkwN33DGZ6uGHe7/Ou1772uQft96a7L3ZZsnhe+89lGvALFNNlTx3zz3J9T//efKXX/86xNMMY9ze/brXhXF76KabkiuuuCL59c9+lpxyxBHJqx59tPdrrbHkksk5p56azPPudydHHX10cuuttyYXnHRS8sY3vrHTs62/wgrJhhtskCw733zJZuuum+y75ZbJbNNPX/s755hppuRf99wTxmDnbbZJjt5jjzAmeXjftNMmqy22WHL8Pvskb3z22eTqCy9MDjr44OSkQw/9b0uChx9Ojt1rr9Cm4PjjjgvfM9MLLyRfXHjh8P4d1lknOXzCd+2ywQbJKiuskHx+oYWC3/+Uq65KHrvllmTTTTZJ1t9gg2TRz3wm+eVllyW33Hxz8vUttkiuuPLKZO2llgo9Lk479dTkjt/9LtllvfWSVz/2WHLcXnslO6+3XojXWPTDHw7zd/pBByVf+epXk9dstlky04svJsfsuWfy4IMPJkftuWfoD3PO0UeH3iKrL754svZKKyVH3X9/ctzee4f3rLTiiskOX/lK8rrXvz658NRTQ4zIDP/5T/LO17wmOff445PNNt00eWz11ZM3zzBDMv8HP5jM+PzzydlHHZXs8NWvJidPeD73/I1ddkmm/9e/CudC1MvZRx4Z2iLssv76yWKLLpr85bbbki1POy2Mo+8t+uw7ppkmefrOO5Nfn3tuMt1zzyWLfOhDtef8I297W7LEXHMlpx14YIhrWX7++ZPXPvFE0haiavbZfPNQpn6tz30uOfSQQ0LMwAemmy7IpsSrR4Q5XnvtZMMvfCHEtpx5+OHJ5ltsMRQZofnFHptskuy+0UbJ+z/wgWTJj31sKNeBz809d3LByScnPznjjGSOt7xlKNeZa9ZZkyN32y3ZcMUVw7qboWSNdYFIo6N22y2Unz/v3ruStXq/Qot7wkaScQpBaHpGCILro9lSxDO33JRM+7/dA6dGGGGEEUYY4eWAZ+6+PZn2Xf0kaTTV36/MrJl/5mczjDDCCCOMMMIIkxavTNdMqqPt2p+YO9l8t71DCmGfuOnmm8e6bL7h9a9P/vDHPyZf/cpXSrtctoVOql/fd99kg/XXT6787W+TPXbfvfdr3H333eEaL77wQrie1E7mcSbE2T74wV6v9dTTT4eUuef++c/k1r/+dSz1UiroZxZZJOkb0mk90/9r707gfi3n/IHfplTaVKqhSWlTkzQxSgsq+14hWSZbqJSl/C0xWUuLJdVEGTQhWiwZS8RoItpQM5NoSAhDWlUaJc//9b7N97yuLtd939f9nJPznOfcn9frqXOe8/vd97V8r+/3e33XlVZeuTX/v/Utb1nolt133HFHa/qUHmyt7L/njsFvrrmmTdt87Wtf23zwn/+5+eAHP9g7rl9ffXXbBfZ1r31tm64nlVO6Y0C6474ve1nr3jj+hBOa0087bUFKrBRLabrW+sUvfnFLt2B/rYsuuu9PUv/23mefdt9XXGml5mX77tv+jlvlhA98oE1vPOUTn1jw7tNOP7354X//d/sMrerNQffSZz/nOc2GG2zQpgQ/5CEPaT8rzfPQd7yjufbaa5uPfuQjC9raS21dZtll23dyL0Ua7zP32KNZeaWVmsMOO2xBq3juNbew66+7rnn3u98dk29OOPjgZvnll28u+p//aY4b0eUZDdo7a/KABzygTTnug+6+Uoif85zntN16j37ve0d1yLVPezzrWW2a9hvf+MbmkEMOaR7AvbOQ+MHll7ddvT33iMMPb1O2F3Vr+muuvbY57B3vaH53663Nxd/9brPc8ss3a665ZvPqV7+62SFJc14UcMakYuuErJOyEgLSrP/hH/6h2W3XXRf53KSte99Dt9mmueLHP24OPeSQRf6Oa6+7rnnlK17R7Pa0p7X7s8466zSbbbZZ63Jc2C7LKZx3HZXXvHvTHHTix/70y0U8l1GYWcqDVX/5vUvaIEgFqBZVBVJlp0WrC9oT1Cf1S8CZ4lCahS3KjBlR44LxogCYILRFmbYraEoGi1ROwZvSNwXUyX6QWSIAcVEVMgOFrQSgqdqoKJX/+7vANMFiMh3yAkMLg+i2GcF1ejMIRluYYF8BpWhK9kSamjmm+zFaFPRnrSPQObKVSogKnYqZRduAKOYVEMwXGRjmGdkroGCYwFrBmIJE0aj9jpL9spWih45gUgW+/F6mQlQxFZgqLdQ7nIEYlwA8GSGqusbvvU/gqe+mpcudEXMWjBpBssZh3yOtO86P4FjptwJwIz3WGCNY21mIfZUGGynhuhHXZkOhjyigZQ5oZSjI07gjw8aeKeY1hp6si47OIHDR+/OeRmMhqNc5iqJsxthVoXS2QbFKCMRYjV9DxGhXIMhZq4lFFURPJsgqQcOCpq2zfRe07934U6SJLypI147y/IKrnelFmRTwH//xH20JiRi3IGzPF1RqrnjgooA5oGOBxXMlWHWpV0Ri8eW5OzQLU1EV05OimJYA9+e0aySiEg29MK20AyLFKQJpFVJKT5ouPFs4AJg15kWo+bsDEpVVHRICAXOW3dJVPXYMCB97EB1JCWIChPCKUugqV3o3wTzbRl8pZP7k1SVlAo1t2Z0KLtkamGP+e3tV28VZ1dW09kKkJ8qEKcEa5ftOSFMi49/T7IVQwAh3tEiABFO1l+g0bZZIGYhMEEqWkuIR6U9JoXRFT6OoY2P91NDQ0yWUK0oJZcmz430Yuqwlwp4yBaFIUIwoQ3EuKTDSiT3LOyKjBE0Q2tYoxpx235V1FTVDojpnTXVMVVLRZUAmkQqsXbCW9jkVUJS+2mw5+2Ff0iqr+J/1mq3CH0pImhZcq1TVCjZzluGETmWxWF/7j+akoJs7RVTG3cL0m0nTq6Oui8wtvIkgpyCDvZXN5Rwvit4zsqTySqfOicZyi0IZOe200xbQcKleCV5vv8b04cphb9TDkakWWV+TIjIHS7xLzcLIMNWxxOUm5nDkzELqYd7qW70DjGFhUoYRZmoJCTj8mP3CMBjCBeMj2ILRWw9Wniit7HYQwsi/sfRICZtNufpIMfT9UC78Pw5iCJ34N+/TA8XvpIHOFm6HFJ/SXit/Tekaky6MwaoxINWvBPSFYQ8pUG6qhHMO9BKpuXmqs3mUxkoQbLvttq0wz/+d5YKChzmFsLUW9j9qeEg3jvVhlVBkLNK3Y87LLrts+9nUEkfBcyNGM3GT8xyKgc+6wcY6OB9SVtFUevOnnGy++eZ3KgbmWdbYc1LlN3rhpL17KAUhPPLW9YSjW2bfObePaDKFz0e6cAkUpZLlSwq/MzIESnCpSSbFgZI21opBgcyVkNTyYryzhb0g6J2TVICGNSQuRmnRuK997Wstn5wt72MhzQvOsYQELVFE0iJuBDcLn/pNC9NKw96V2juox7IwyogzedBBB7XPyMfnQpMqbWr0uMSWukMPwXrh6c5d+t1JEZmjvWYIPUTHlDjU7yTAcuD2lisc0FX4yK2NUKrpXVKrhATUW+ASGgs3B3UP3HzzubiFpsWk0poOqVaP8deuG9DMMZIw2QcIpLRfS2oVCaALN1Z7NZvOo9wAXa2+w/TPvVHjsiOECbu8CFsODLqrImcIDs/pUlYw9bS1N6XEmuf1SdToIKzRnzO0ySabtIxIq3quCVYgN0rN5dZbb71WKaFoUGhUM42KpH6Mx3MoC9GIzq3K7wnze93rXu3v/bvf+T5l3u923HHHVmHwXgJBZUe/V63SM30+7ZrL2kB5NycC3+8222yzVggbN5qLzrzmgCbRj3FHJVfCPASj/bPmJcWuz91FcBOYpf4vbt6sQjmseWpZKtWrKTVRCxA60TiwBIKK9YmSPEYJ4S4rwTjDxToGaA69mGtabTbmENaQON95BdfgfeG+qoV5l3pqRQ8loCDmFUmNBb+ynwo/zsbS3bevlBFneqxyQLFwZk7MeF+AcpIrbN6BhqxprQuefLLeJeVvUkTmcPfdEIRMYV1twYG1wI0Jg+liHn2NizA5TNgNopaIh5SQ1B9ee5s3dsINsZZ80Z7jeemNEjM27xzcUNYtrCV9cPP22aicmcKapJ1Ec6tICrdbDNV3at013l3T5ZdJn+up7zYVLcP7lJoUbvilm631Ncc+wRDVbGN9McGwDFgjCiNFwWcIWcyKchTFnpwle0SIU/RCAaA4pCZse8sNFoimeT6LZqOCalguwl1hfL5nL+LZbsUpveZngqUoPkvRolQG7VJ07CkBZ9yEUXyWMPQ759A7KUCEBoXYzZGiY+98tkSPXe4ucyDMIt6mBOc+78DKCtRnsXDGxR91VUq1hkPVTo2NMsfNURNr1aWEBLg0wp1RA+tNoURzJf6SWkMCJatjxMxxXQ+5QL3H3qLJ/LOsmpTNFJTc0gUP7XORoQ00Vwtz7eo6PltlhLsM7+trSnrEEUe0FqAS8Gn72xcHY77OKmW9i39NisgcV0RCMBBWCDvfSH5KwmdIqx/qS4BwtQ4nPIbKQNcoIQH++jxOoQTCnpJBaHUxBKbitD8BWI+uUsesKcbZd/twWycsu/y3Ahjz9TDG3CqSrqOYCoeT+bcPcRMsWbBKsI5u9CUlxzO8s09o5fAczDyNR4rKp9x2Q3Cj9H3MjFDHlAg4iiRhmFuHPNvn85ukkvAEPXei76bfQ/MxJ3Th+YSMP6PVVNikikicGwKeWZzbh9Uqpa1UESFkCAZjcHs2ztSqFIoIoAeWEcoh5poKbRbAXAlAWyw+Ya1BH/kalNxdzs5QzBO3BBoPYWxsXAZDQtW/E/y5YPO8LjdhDp8R+2MNSp+vVUICqvdedNFFvZ+xN6yl+GHehThAWSytAaWtq4cXpcwep4ptCrzf3rFOlsBViH/m3+m7iFFKPdP6DcWrUO49q8Yq6jJXo4xw3UVgdx8++tGP9gZVoxnzEM+Vv5OliqLTpcgEJkVkCVBEAm5YGHXcqjBADLMrcDDgINT2JRDr4BB3PZPmW6uEAIbb1zpc0CTh6qbRZ+ILc3FJo05NojkwZi6TvKmY5zCTu6F3MQqMrNQ3IgL5+qwe5oIZEJZdioaAwyi7XwvMQ5xFWm7bGtZaf3LYZ/sZzyPk+cVQp8wAAG7HSURBVH5r9pWC4L3OxiqrrNKuZWq9KAFDS106QKiHudYc0hsaJs3Xbq1ZFVLzsX0gPELRpHCEImJ86CJtzEd5JMCCmTsT9h5tyihJg3LRG2tExFmEIhKCOqxkLDTGG7zBrThl7HFjpJxQeJ0b1hR/pvA5w7H2qbvLOYtMoSFQVsK6wVyeuyq7YO7cYGksCWVtyK2Xg8LEOpIK/lBCxrhbuKGct9KcPdtFBG/KLUA50HDJImRd+jK+0Jy9zJV5VgtzyZs8phDHVlo3e9P3TtBg0PMphV377d/GBOKjIxbPrrUUuC2upsZy+9WvfnVBAHgXPFOcD5eds+eMsXRyHXYpdykmRWQJUkSCUYcvnLmrhpAwg+gVUgMHL3qDLIwSEiBMUvdGMPpIx410zD6Il0mzBlIQLn1avcPI9IpZOiDRSG4o4I7b57WvfW3x3/qsIvkzMFf9XlIlKgTYbIJ5MS43EN+1dp4zpIz2gcvC2mA4GIf18kOBYhnh1xYXQRFgWfPDR85Eve6667a0aD0pnPaa8O1S7sK1Ff8uEyqN+QGMixLAbeO9blOUhrTzaOpWZFXyzuinhLaMsWTVocwT8NaOEHam0VbemRpC+TF/ioj4F2PPO8myfEXfD0pKKMCEujMamQF5F2M0S2CgDzTMjB/pnt5Tm2URt2XPG+MKjTmiJcqcQMK0+d8YOA9oB42HMjk25iPcAGkDw7DAoi1rNWQR6LKGgPHk7pMc0Z8oxoD2rOnQ+eqKlYimk0NWZvvAiugc5W6OSD2vaVg4pIxE7yPWi1pcdtllrSupBkIIwmVJOat1Ec0VRWTpLPH+8ysXlLK95aofNyutu8Gd/t37Lrnkkua73/1u+3Pddde1xXK22GKLthjQbrvt1haX8f+nPvWpzSqr6Ezx5/jOd77TfO5zn2veMqKQld4ee++9d/PQhz602X///dtxKIx1yimntMV6xuDqq69un/WZz3yGwtmceuqpbW+YAw44oC3KNFSM51e/+lWz1157NZ///OeLn/2nf/qnZqONNmqe8IQn9D7ntNNOa/bYY49m7bXXbs4555y2QE8fPFd/lCc/+cl/9m+3335787jHPa750pe+dKdiXSWY88c+9rHmX/7lX9ricjvttFPzjne8o7n//e/fPOMZz+j9bvoMxX/QhJ9PfepTbSEgOO6449o5KayU/ihIVfu7eNZjH/vY5u53v3tLV/e+973bdd1www3b/2+wwQZ32vuLL764Ofzww5uXvexl7d7480UXXdR84QtfaP//13/91+3+euZqq6224HuKnK277rrtuj7xiU9sv7viiiveab6KhCke9p73vKf9u/16xCMe0Xk+reMzn/nMthCZgmYK0XV9/qyzzmqOPfbYtofP5ptv3q7nu971ruJnb7vttmbPPfdsaUdRuC9+8Yt/6pmTQfG1XXfdtf3ci170ouZtb3tb85rXvOZONLnLLrs0n/3sZ4vvMW7n4qSTTmq+//3vN9tuu237+RVWWKHq57zzzmvfq3Das5/97JZegm6G/n/rrbc2u+++e3PppZe2ZxR/QRP5j8+Wfh//9slPfrI5+uij2+cqoLbpppu2/FIxuNoiWArMWTM04c/OC16kUBx6HMI73/nOllaf9rSnFf/ds88888zeZ6C9gw46qKUJe+Dstv2eeoDO0X0J1vSyyy5ri8INAa/7x3/8x/YMoiFFCPEY58lajMUxxxzT/PSnP23ncsUVV7R8mOx42MMeVv2MG2+8sS1QaB1KsPdkDPolJ7761a+2v1cEUfG1ZZddtj1nD37wg5sHPehBLT/J6WFIFv6l5PfSWVk1wTXXXtN849LLW+ZuMwkdi2fj/Dzvec9r7pVUYkWwDgvl44wzzmiZpWqNT3/609tDEZUgQcU/lfHGwPcpC5qEBdHEgXJI/CCw+HP+9/TPhKRqk56HERMQGLrx1sDBISi7FJatttqq+cY3vjGoiOy8887t/1WmHFJC4Nxzz22e+9znFv/NvKw55cKB64Nx++xTnvKUdh6PecxjWmanYiElwgFxWELJsPf5QfcMzBBNOEyYdIBy+rvf/a6tTmqvrKs/pz9+n/8ufgjBAAFgbkP43//931bQfuITn2iZJYXhN7/5TStA/QTd2WfrQ9jZd7RJqaQ0oCVKLiXEfAhglSn9aPhnjQIELCETNIC+nAfVMv1QClURBVU7rQfl2zPih/IYf6ZQWX+gEBPiN9xww53eGe8JJcr6q6obMO/73ve+rVL1yEc+st1fiDOZM72+uxblhuJln1SwJSge/vCHt+vsx/r4v8tI/C79wfCBgvWDH/ygXadYq9r/w/HHH98KDeNIf3wm/13+b6miQHiefvrpRXqOtbDv1ihoOv6MV+E/j3rUo9rzYh1qQGGhZKpQ3AXP/sUvfrGg+m0J9lw1WsIbzxhSQrw35bc5KKh4nwsZXtgHa6hy8QUXXNDyDIo6OibkrVlKx/7f92c/ZMfXvva1dn/Qq6aDW265ZTMGq666aruPKYxFFWiKNyWJkkEBPvLII9vL3oc+9KEFF2PjcLZdptEnhQjNbLzxxguUk/uuvEIzF7DUKyKHHXZ484AddmoPHebcZd0I+Bzhq4wwJuqHIPj0pz/dEoTvuyUq5a7UdZQnDxAMDuRVV13VMjE//kx4uCUDgZaO40c/+lHL5IYOQP5nNyaHKUq0Y961QMA33XRTs80223R+hmLBetEHB2ffffdtlTy3TreXvhLZPu/w9Vl/rD0BqCT5kFUECDQC1S0l4PaG+caPQ4/x9VmJ3NJZwdxgKWkEv9v6bIApsHTZe7dOCoDy4UNwOyOUMTegFPt+3IiD6bMU+CFIWTVOOOGEdk8xRMIK0/rwhz/crp85PPCBD2ye//znt9YiChHlw/xyYYS2COVrrrmm/XHrC7DEXHnlla1AiR/PIvji7xT2UEQoRfbB/nQpYddff317449S9OjDeYvzY90ClMvZwPPth7NJALGa1SiFYM3OPvvs5u1vf3srvPsEbQ5zYZ1yLliS7GXs6xigbeX8rYfvu333vZMCFUp4/Pi7dQUW3DE39/e9733tGe+zvgTfVM6/C8ZlHVz2PI8y0ie8WeD6/t1ZftOb3tRaOIb4VIAlmhKPb1Ng8JqUlvsufvmfWczAGTzqqKPatgWhFK+xxhqtIh0K9br/92dKfklR1R6BUsQCZ87O76GHHrrgM2G5TeWGcfisH7wSyATyxMXbOTzvi//afL2ZA5hZymNE9njcI9t8+1rw56pz0AX+YsFNfM7hs+NnDx+/AEHBlHzjgrgEYnlmHgwq+EhwmM/NtlKqAEa+TxHnglLHwDhrqsz2BayGvzSi2sUVDPngxQOImxhCbaxIQFyFoEgZMPLzZwPR/5EtYs+iBPNYCBDly48sFb54cQ1DEJRXSrUUXxDVRPtgrEGTQ4GRAmeHai4IjkPn/NOybGQwDAE9iwMQ71ET9yRuoGuNxWTwu4sVEVPSVXWyL4Xed8SQxPkT0KoOSQ0Em6qAC2KGxFOMqfYrbkZWUaSgi3Mp1S3pgzMaayQ+w7mdTTl470fPgoLRZlqgbLaxIfk4Zd30QTxExKOJGRmK8RBkLNZpCGKSauLhAloYiB+StZIW0xsD/MH4xSnhkXmGHLoXxybu7IQTTmjjtcTR2ANnyk+knqubI8CfPOhaZzKsrz5RDnTaVll9wqPmRIzIUq+IXH7+uW36IEZaG5QUgXF9cECMfa211ipWNexDBAsG0VJ88tz8ISB0DCXercJmXsq8CwRL7QEkCLrK1TtohGQqSNQhwBi6hIsIfQx6CDUZNAHMLVVurMVQXYAcsiNiT9IsgbRfSw0oWqkSAtaCUO6bizVOs0RSWFOR+EMQKEcpxByH6p74bF9qunFg1pFJIWAwLWTVRZOyz+Iz0aKgL7q/S4mwZvY0Mm7MyfqU0jG7nhFZGWmwYwT1DvECc/G5NOhZJk5eibULpRLrFDlno7a1QFQ7TgtVWcv03NfAXqbfcW6tWU3wbVemTGmsfXxTcGquZFsPWVVdkAhQU8hQ6jA+VYNYvwjCFzQ/9ow7qwJtQ/mQXWfuY3qZ/fGPf2wvT2SIxIKhqrCUmdqquxR3tCuT7qafXTEpInMpa4bigABrNGyaat+NwW2TFUR6oEON2db2lkG0blYp0Ua581LhrxIwEMSbChrPw7SGGkFhgsYbGQdDkC1RypLAyNMmWymksHUpRSxBtfUPaqwiBD8mkAp5a+HGMZTymubku2nmAiKasNVmM0VqZSmtmOWoj5FQRvuK6w0VaUJXbmYxB8LXuuSVMQPSdbvGg1mj0fzmHdaOvhtvXuNF/QrP6koh71IiCMCwJgRYcPJbdwjr0hzsRSkrg9I/VPqc0CyllUqlTpsddsEZKBUvUw+lVCiwBO+R7dJV4K9G8FkftJPPhfCNIngLaw0JULJKjdv6lGyW3K5LGHqutUiygg7V1DAPWVqpZQ0vlUk2hvd6Rs4TKcwyCGtxwgknLMi8cQ5lRvWts3IFXfVdAhRN/NVaxFrPlayZSRFJFp/wZBmhPae9DEq3xa7DgWAx+PRm5pBjqEMpo4jY4SoV/4kbX80NwBxKZYPD7NrnGmEpkM5WC5U8VRXMQSB0meoJcMpOqV9HjbUpfU5XtVWwBxSF0nsoO13Mr1SwrOtzGM6QyTktt92VWhnFiUqQPjvkWlODoatCJmaG/vISzwQAeisxaHRQshqFNaVUACtSo0v70Zeiqo5EdGmtUUQoO9a8JIQwWebuAGGcl/w2Ps/tsghFAbguZVwPmi6LYdQOUrm3C9xofS4n7p6u6qsBQocS0KVsWKMadyyFLq8vE2Dd6Urdr6kkm0NRxNLzKNl5yYJANCjMz3B0p66F89VXVwm4R0rl84P31riruFi7iq9RFvpqogRYKpzlVPEwrr6u4H18E01yY5l/fhGdFJE5XEdE/nZ0eC2ZxPgQS4woGt+VbshqFVBw+m4prAtdfQdAnQCHsq8aoBiIqK1QAt+8A1waR3RkHVNjI7pcpsCchpggwYxhpwcLsxlTbjqsIqW+OtG6Pq+jkoJbQVG3rsNtPRzwIf+ypl99XTGj++mQpceNMVc0MT80VbMnLHWl4mrhkikBLaGHfJ3sYU6LFFjCr8+qZj/yInagrkdf9VnWFUpRXvk0FzasQm6cXeco4pBCaBBkPh+w1/ZryNXJclOqZYMXDblurJNz1KXI2CdWiy4QQGihr9uuG3La1btLKPYVWSP8Ccc++ie8ij1KRlpDIMrwp+D+G3IDO38sPKmryPrV1tgI4OddlUrRQ59bDe128c3UiqET8JDbp0+enXnmmZ1yQln/3D0cim10Rc/hwuDShweU9mpSROZ4QbO0ZHge2Off8sqfiGGomBCmQGiXCMKtsC92ImWQhGfpGQ66AzvkT+y6LTGt18aRdAWsWgcMqiZ2w00sFVpu4DVm7RqriOfWdBYloEsWoIjNqXHVhYAuMQ9Ka1f30xwET1rx1Rjs9ZA7LWXYaWfckkumBEKVUphasAiItPiSGziFaKiUffQlShUKym9NXx+KIfpNFe1UEbGWmOpQWW7rhZlbP4qJQmoB7pyhPi0Ba5IrhmJxaiqgUhK4R/N1Z0GrCcY2bkpASWFhhayxdjgbXS5I87JPQ2vpPPtcrniNtYaUKiY7N85GTYAui0DaRoDraGycV1js0urIQVfOyBDPwr+7lCZFCRVXG1LMWB8p5V30/5QByzlFJ2+ciGfnfJPSg876SvIvdYqILJL1119/Zvnll5/ZZpttehv9zLXKqrGhiCfdULesYLZuXwi8Jssk9f0FPKfvBpWD2Tb330Zw6pCfMOA2kSod3p0GEo5BZB0QQhhfbcnzaOAWnWMxeYJzLHKriNt1CKIh+Iwbah5/IXPi7W9/e/UYMMrc6kCIdMXJdK0Hph/jZuJNmW8N0GkIni6XTAmYH5qOAFXxFlFynnJtHhh2bTZJ2vKeQK7J6glGbcwh+EIRMYYxQZgUDnRB0FLmwG1Y8GNtXAFlQmO2VNjUKBEpTaQ3WPvLoll7ztFNGjiZ8oohBSJgvXw+jcEhcGssfem8ZXTEus3GGhJAY1xwnuXiNWTVCfi8lhER08Taw9I4Fi6Xadn0iBWqpStus9z1Yh3xztpkBy6gPJbqkksuqYoltA4sN6oOB/DNiA/ru0Av1YqIw7/ccsu1TAEjE+m82mqrVTHnuaCIpCYuTCRMXG5VbrDG5vd9ptYcbuqpkLMmQ43ackSrdaAA8L8PNa4q+bLjtu1g9wVD9kFwnaBccxrq75CDgIqI8tqmX31WkVAKa1tkB3NPg0gJQwF8Yxitz7pVxQ2a5YBSUZsGGdAnwj6k6zIGlOFou97nkinB+lHgmKmtgfgB7jLrOSb9MSyG5k6IRYprLbgMKKhuyhQRzJngGzOG6KyLwRN4fPMUorHr6bsU61AActfREAiJsKrJCBvTtyRcmKkVyCWmJk06BeHNKhT0LI6mpiFmrthF48vZWEMC+KbxuwQJ2B0DSsNOO+3Unm2u8zEl9XNl0MUtglNrL8al4NWIuxtTVh+/Yu2KOMQf/vCHLf8pBfJ2zcHlKYKdg2+ilb6QgqW6xLsCMVtvvfWCgjIKqijcoiiTgk6LpcS7UrbrbfSnP198YbPSOutXfU/BMcWHvvTlLzdPftKTmh9feWXz35df3hx44IHNQx7ykOr3W/K3vu1tzX3XXbet+HfxJZc0bxpZRthYVM588Ute0nzt3/6t2XCjjZpn9xQLKuG6669vq216t/1RlW82+MwZZzTfPPfc5ne33toc90//NFg6Psdpp5/eVvVUIOv973vfrMag0qjCQcocv/6gg5otKoqDpfjvH/6wLX50xOGHNwcceGC7z6sMVHbM8b3LLmsrGCqMp7iVaplrrbnmqGcoPHfEkUc2v73xxuYtb31rs9GGfyq/PAavfvWr2+qYChadfPLJ1WW+o2DZy1/xirY42U2//W1z5U9+0rz7Xe9qy0OPwfnnn9987vOfbwuOqW652j3vOer7X//GN5oPffCDzW9vuqm556qrtgWu8JIxUGzN95y3lVZeuS36NXZPf3TFFW2lzzVWX7153OMf3+zYUb6+C2jyH/bcszn4H/+x3c/TTj21LXY1Bud+85ttJeF99t67OekjH2mOTQrz1ULxOvz0vuut1xYCe+uIthPBt/Gb5z3/+W1hQPMYQ1cBhQ0/9OEPN7/+9a+bj5988ui1UPnUGlx/3XXtmZ8NvnHuuS2fWGH55dvKugpRzoZv4lXOGjmmIOAY/PjHP25Lz6Ot/V/+8uZ9xx33Z8Uv+6C4ov1QUl8xzU022aQ9q29+05tGFa685Zc/bVZ60DaLvcT7XaqIWCxVFVUuVG43rUaorHPe/8GhTUtotwfnvvdd9IrI5Zc2K202jnAmTJgwYcKE+YpbfnbFgr4zf2lFZLxKOwJuuG7ublcp/F0Z3xxKVadlt8dodqNw6613zXMnTJgwYcKECUturxm9Frg5covIIkfSxO4F2z2k2f8f31rtWrn0e99ruzTqR3H4YYc1T3jiE5uLLrywNbGNNVXut//+zY477tj2AGFSGwvujFNOPbXtb7HqKqu0fRHGgNmbdeqYo49u58QdMRY33Xxz22/HvunR8Pa3vW3U9ymq+iDsvc8+zcc//vG2Q+5nPv3ptteJ/gtj8MIXvrB1A4wx93JFHHb44c2NN9zQ9gfSIOr8Cy5oTeFcAmNgzEzfXzrzzLZp3/EnnND2g9hs001HPYepl3tnzPyZzt/3/ve3ZneNw771zW+2PSU0T9QTaKzZmHtIr4/f3XJLu79j8bWzz26++53vNPdYccVm9dVWa8c0BjfceGO7n+896qi2V8hs3IbX33BD23fl0Y9+dHOfe997QXO8Wtz429+2Y9j7pS9tvnXeec0vfv7z5slPeUqz6y67jJ6Lhnr3WGGFdh3GupiAK1fzQi7UUz7xiepeOIGjjzmmbeymgeaLuRWOP35WtIlH6/o8hi8HbWrW5lxw46IxNK7x2hj43uFHHNG6Hm/5P94zFjoUOyfLLb9829vlWXvsMZou8CwXZ/2NZuMq4zbkvl1xpZXavlVjXbgXXnhh856jjmpe+IIXND/80Y/aXmXcnxpi1rjG9fV55ate1Tz6IVs1u7/xTx3Am5Eu9UWKmbsQgt+WWWaZP6sgKAe+VO1wcQSr/ur7f8oPT4sgdcFnIghPYJFI8ghCE5Q2JrgxiiaBqp2lImZDENEvclwAlYClUuGuPoi+jiBZ4xdwOhbSTRXcAoFffYXgSpBdYf3SNGDBWwL0Tj/99FHPErA7JhjRmqfvid4VAjW78vK7kJaulzkEAtjQuaDRMUG49mXMOnqPwON4j2wNwYQRSDcmcBcEwgkMtZZj68oEzFt6JtpE5zWF+FII4I7y8TKBIrNqDBT2k/0jyLGG36SIQmgCGa0jnuV36txE0GYt1BCSchl1JGqzKwL2VLCu/wvyzCvKDkEgPR7j++YkCDhoRnbYGNqUNVSqRltLm4LZnbfI8qutSpzSpqDMKMU/G9oU0Om9nuH811ZyTmkzKqcKgK7NgkohoNw8nNVTOmqbdEFWYBQAxLOjdolAaOn7Q2uCH+BRapYsNVkz0nXTlDfC+m/+5m+qajz8pbJm5JUTImlKVAoHSCqjAlmRgy6SPm1UJi13TGogBSKaFGGytb0QAojQgQogaoei9v2Ebdq8zxhCsaoFgnaQ450ORU29iAAlKE0LpEhETQFKrGwLY6xNVRyjiEjBo1SmAh+dhkKoH00oWENw8NNmfhSymAd6l30iC6eWYY1RRKTbys5JU2sVtItUchkTmF4tXciiSumC4Is03lqoKpoWh5JOHIKwBrIq0saEMl9qe7gEpGOmTQkpEGOUGWsYAsIz4qz5M9qQIVY7H6W9o+CdGiBjmpPFuYr6FaFM1KRkp1WMI6uD4h/VPdGmDJgxtDlGEQnaTOuYaN4WY6fk1abZB21SAgLSVLuqwnbBPqS1QKxtZJnNhjZVis3regxBVlzQgHP+kmROQ7BmFPuQiS6faWVnygUlpSsrFR1QaiNTaKlRRBxm9UMIecIXk5O+W5O3/ZdM33UoMR+pT+nBINgwwZzx0ErT4lPgptRXhjeFsuhpsSzpuH1VQHO4yeQFfXTp7VKmSg238mZjmMIYq4r0O4w1BWWtpoeLWwjhnSoZUlfzsttutMbaVzJ7jCKCltxuvSv/bJoSmCsXfbB3qdLihpKP17zMoyZFukYRMT4MEWPPb0DmkVrnFKorleEvgZBLacB61DSBS2F9cwufeig1xfKi70iufJrTmJundUn76Fh/CkQNWMbyviB5hVd8gjCpsYJG36kAwVNT4yGAVtPeJWpGsPDU8BnrnjZtU3IgL+gm7b+WNmsUEXNFm3jhEG1SctO6HrOhzTEdi9WUyWvaHHzwwVXpyCXaxEPS2j9DMGaKQGoJetz/WcZrrK6UytTCae75JZYFzDhzPuzy7PdpnaelRhEBTHC99dZr64mwkPSVw16cdUQQE+UiGIwNR/ylMsm0/VK7cOYx3x8iTDfEdF7ehaBrG1XJhc8rBPqu35eaquV1PxSdyuGmVMusKTGluh+Y5JB1x2HE2PODwoVXamLHFcbK4ObRt65Digi6cxC7ml+FSyU9+EPWBAIlL0tP4JaELkbGzYDx9Y1zSBGh0GNmpaqv6Dafh/GrIzFUZ4aFqlQ2G/3XViPF5KOAWH4zN+ah+kGsiqW+IxQ9inYNrJ3zla8BJp6fmRwENfN/vuel3jAKC1K8+2o2RH2ZFM76mKJkpa7GrGxdPU0CatnkFgfnlgWkRJusmUO0OaSIBG2WrImp2zL9HXrJGyjW0qbCYLUWCQK4ZPVFEzXNK1keSrRJUezqlZND4cXctbf33nv3NqwMaxA6KHWqLvXccc7wZ27BUMTtSy4blipFZLZYXAXN+O3EtjzoQQ/qVJowga529bR8bpsuAeag58ypi0hLMKZSH4zQhgmdrncrxKNCYRe4K2piClSM7Cqs5CbU1dU1vluy3GBwXQ3kzIcZlrLRJcy6FBFMnCuQUtHFbNBYSYC6GXeVko4iVzl9sob09ZygpGASXVVkuxQRa4BG3Ia7lE0umVL1z2jcVWJkQ43eouJrjeBE911nBjPlAu0TNl1t343B7bemUJP4nlK8EyW3zyrDvWkNSjfsrlLZbtLorstiRDCXyoJTeGqqtBKe4re6FLsui51/J7hK8Q99DdKsDx7QRZtdikjQJqHYRZueWdrfUMy6Cnr10Wa0FKihTdb4rsKT+FVfXBhrdRdtstL08dShy+bpp5/e2+SQa9Jed1kEu5r/sUaJGVlxxRVbBbDE1ydFZA4rIoLkvHellVbqvB3QwlWN7AJzI2WhpBBg1G4eNWa7Etyq+4Jb+YFLwrPmVsoq4bbVBweirwU3txvCL/07BtzXJbakoKUgYAikkhJUUkQwRQfVQe+zbPCZltp0B0MvMVdKU8mdRpCljda6FAbMtRSoVlJE0ARFilWgzx2gKmoE/5bozm24tA6+1xcESeCWWs6noOQM7R8FrWQGJ0gIo74S11wmQ+6dUr+dgGfnN/JABPZ2BS669XaVI0cDhHdJyROc2XVhoWAMVVS239yTJbjldvUt6eIB4Dt9lUD7aLOkiNTSJt5SalAZFyTnt/T9IdokyIc6htvXoTPJnVRa67hw9NGmy9+QtY+1uSQzrrnmms44FfwOz+6rutrXhZhFhCyz5yVZNikic1QRYemIfggYCH93qZQwRWKoGZnDoSdMzvi5f7r8sWkgUwkOPZ9zH0LhyONwHObUX9x38+xrACUbYSiexfoInEpBmJcaaKWoKd3s+5i4g52OM1dEmIe9r6YnBQtNV6dSgaB5ILC5iUPoQpfAy/cJfVDM0tLhuSLClYQR1pSiZm3q699Bgc7Lvoefu29f0AWa6mPGFJWSyy83g6Ov/HZHCAyVLqespMHRJbiZ9gWlUh5zlyAasl9unl2g3OXZfym4vaxhLuDFg3T12bGWSpb3rSmFoM8KZN1y4WYeXQonyGDpmwt4p3POSpDSZq6IiF2ppU2Kft/nWINz91tkx/RZPII2+8rvc0d3uWSH+vg4532dkEGsXJ/rcCgh4fGPf/yfKWGsN2hqKE6tSxGJVgksI1xYwgxyq8ikiFTgLx2sSigIPEwFIcGNmeREwkxXk9nAJaDJUcoUEE6frzpSu0ogRGoCq7gHUi3bTbE2q4YJuyvo1aFIsxG6ED14Yt0wFMy+a14BZuyhzwSsg3eE4AlFxMHjHqLQ1ab3ydDpS18W8BnxK5F62Ce4rfVQPEKAUud50b8iFBFzcRMXh1B7BqxB35ztG4aYCgSuyFK8Uw5KRlcTPsKcwKgJ3hQPkN7kWSBrMwcIlDRwM6f5oecQ0qkCaT0I2yEFiiAayh5yxigWqbWyzw0Se9/ljkQDQ5lsEUCZZpuVLiH5GljHGrDY2NegzVBEZkObLnh9ZyYaUKb7W0ubrCZdioDx1faxogynF8E8u7AL4SLqov+hEg2vec1r7sR/omt3Ta8qZz6/OHI14bfperOIembanHVSROaQIkIDdoPo8tMxJ+bZMOIJahtgYd4OLWAYQxYNvlTElcP7EXttQyNWCWbLCJirTQklyKJuQUlg1zbH454K87DblXS7IbBI5Z0p++C2aW4UJ8LfYbZG0UW2Fr7bJ8AxGu9xiFnJhoLrrNOYRogUPOZdQaEEEwbI3D9kwZqNJSat4RCt0WtoKoKkS75m699ldu+KJXGL7Mrg6oJ6JKVgyxB0NV1+rWswaFbLIVckUI5rArm9H7Mn7PGtmrR8wr1043bpqEkh9xnnC/CZoboUlIg09X8MbbqACdC2hkPBsjmG3HapYkUAB23U0iaeVZIV9njIApTHAznfaGRMHR4W55JVz952xfSlLpR3/19AOFob0xGYIp26FFlEWdJKljYywDqFdWhSROaIIvKji85rmeuQr9ZtiNYawrnGKpCnuvLb8kEO+TMBY8lTYzGAUmzJkBncu/nXx0C6cu5a4QPt80fmCCGHUabt1Ici/YcObUlJ4JJAK1tsscWoTphjmCQlxDtqalrojNwVG9AF9CTryjv8jC1yx93hRlkD8QWEC0vPmIJKivrlsTShII8pLhVMHl2MVRrFgKS3usj4qq3PYW/EbrCCYOI15zguKzXgz+dCohRY3yF0BT1TKmvX1MWIYlBbM8azx3SvzWmzto5JgKJZW6/DZcJljYI4hjbxmdxix1LQZ6noOkf4JgUx58F9oDjkime4PYdk2M0339xehgQne/eYImsuPVFHCP/syq5J6c3Zd3mYFJE5oog85eHbVhc6YvoLy8aYG0WAImM+Nf7UaE2f3gYImVqrhtsE7Xz99ddv3yk2AJHXKk+Yaa50uBF2mcVLoBAE46ptcW2+Y6tgUpgcdu/Zbrvt2pv5GMZDYeM/HfqMA+8dCvI58H0QM1AKfh0y7Zu7d6y77rrt+8ZURaVM1wi+wIMf/OD2XcZau17oh5k7Dai2/pTsWqAFlrKgDbElrEe1tGm8aVGpKDg2FCyYng3vdavvi4XKMebMO6cxP2nWQ1kdLhmpC4BQqxXcLKiCgL2rtgjfkCsyB55lvYL+XRbG0Kb51aZfg3PsXayvtRbgSNFOx0Xh7AreLoEA/+QnP7lg78TTdGUQlWDP0irCSldwL9WgaZq2zMVQ+YUczg8LB/5RE1MClFDy6OCX7zMnFJE51WtmcWCXpz61ueqqq5qbb765WX311dufVVZZpdg35nWve13zlre8pTniiCOKz7rlllvaHgI/+clP2p/4s9/DPe5xj/b/+k5o/KdfwmMf+9i2FXWOlVdeue0D8773va/tF/Kb3/ym+d3vftest956xXejYz1rvvzlLzfnnHNO+/eHP/zhzamnntr2MtAmWot6bdk33njjtq+KXiLeU4IeDOuvv37be+XBD35w26Twhz/8YfOwhz2scy11Tj733HPbMegrYY7asL///e9vnvWsZ7V9ZPbbb79mtdVW63yGHhr6vxj/UM8EvXbe9KY3NQ94wAPaHhoveclLmg984APNRz7ykeaJT3xi2w/I2IegJ4v16XvPAQcc0PbYsCfowHu33nrrtg34Msss82ff2Wyzzdr+QzWwr8Zqb44++uhmo402atcN7TzjGc9odtttt3ZuQ/1FtFgf6itjXb/2ta+17zFn+6uNuPmsscYazWMe85iWJrtaktsTfYXe8573NG9/+9vb36HRE088sbfXyHe+853mzDPPbM4///y2oaV3/Pu//3vbmdse+f6ll17a0py9czacwxL0hdKnQ1dPz9LSfauttmrWXnvtzjHceuutLW36rD4j8K1vfaul1Sc96UlVfaJqeniYK/o7+eST2z00Jv1RPvjBD7b/7gw84QlPaO5///vf6Xn6yNgH43nc4x7XdiZPO5an+MMf/tCO/Qtf+EK753iCOehNpI+KtcRjtt12285x6ndjL7bccsve+fz85z9v+1DhXfov4X369/zsZz9raXOXXXZp/z5Em/iBPRqizS996Ustn9piiy2a8847r90z52j55Zdv1w7doNvSXvgdXom20bO9sA/WqQvWUt+Ws846q/0/mkN7n/jEJ5qLLrqoWXPNNduziZc70/im/mC6ypfw4he/uO2L5P3XXXdd86//+q/tnLpo8utf/3q759/73vfa31lX62kt8BXnkHyIH+cDX03pFa/+9re/3Xzuc59r+3UZc1d/meuvv37BD5r7wJGHNnMBS70i8r+//317SNIN0mzvTwrqn+DPCC8UFYId/t//+38tgdpg8JmUaBwchLPSSiu1/37DDTe0BEQ58B4CIYh80003bRmQ78TnNbHDlDWKwgTyBk+eh7EiZMqUg+IZCDkOym233dYyEYzKTwheh4NQJfQRpANGoKcHnMBxoD760Y+2DIgATmFdKCeeRah4FkVFY6/DDz+8nauDtsEGG7RrpSmef8P8CPa8K3NAE7//+Z//adZZZ53iv/s3gsj7jjnmmAUNuDBDY9JMa/fdd28bdFkHAtO+dYEC97d/+7fFhnwE7gUXXNB87GMfa5uGYSz+f9ppp7V7opEaxkl5SEHBCwW0D5jHUUcd1a7HIYccsmAeGCSl4JGPfGTbjND+vOpVr2qe/OQndwpEQqmr8SGmbOzHH398K4Q+/OEPNyussEK7R2gQKLtf+cpX2nWjeD7wgQ9s6cme+mxAE7n3vve9zbXXXtsyToIQM0zh3zB3tHH11Ve3ygYB/IY3vGFBU0KK13LLLdc+zw9QvigsmoqhXUzf9zbffPM7zRvDJ9zRKEHlTOXzda7N55vf/Gb73aBNzcookNbKv6Mhze2e+cxn9jZMJBjsS9dnKKwaFto3cyBcjOsVr3hF+0PhdE40rjN3AtXcXAjQqX2wv/bHWXHu0k7m1tLvnfvtt9++Ve6ds1gXe2pfnI8jjzyyPbMUku222+7PxuodBx98cPPSl760OBe0q4njxRdf3NIlWkhp034ZtzGiTfN76lOf2kubzmQJ9ooS5hLh8kR5oBCgxze+8Y3tZ2666ab2ghVr58xTSigNFOiA9bSf1gjv8RlKTAo0hmdS2sxzm222aemcwhV7+41vfKOl7ac//entD77ygx/8oP2ecRqzseZ805rYR2tETuCfoTR4BprwDGPzHbz3RS96UfsMyiWZYF+C/9jLuNQarz//+te/XnBRw4s0+gTPQdtkCyXdGFNYh5Bh8TOmQehdipml3DWz+2N2GixfzeTnM0xuTMhcFMbFTTOm9DWfdClWw/OZ1cSh8BMyATNjygLg+xa8GEGqIp/FfIhp4I+UydFX6dCz++I6+KAFUwkeZNaUSso0GT5GBaiMwbiA2VOEOt++gCh+VKbnrsBdZvt8zsyInifwrWT29PlS3ADztrnzb5dSVGUY5C4g77J2/KFdpn9uhTz4VKVDa5zXH5ElkLoljN9+lZqH8XN31aHxPZH0TOo5DYkPyl0/1perx7sig6EmUNX7BbxaAz739CxFY7cSzIXp3ne4i3yOe08qtH/jBpJ5IV5DLAvXjrgT+8OEL2aBWbwvXodLNO3X1EWbYj/QJprT28NaMC2LqxCMHX2ruEOY4ZnHjcH4pLaW4iyMM9oJWH8mdM9znrqynZzDUjCsoEDZdlKHU7O895aCzmN9uUoFpFpbtOLP1kzQrR8Br1L9Yz3FtvS5n/Jzbu2tnWeXCgx6bg77KNYkYrtymkavuUvHuXSG0F9X9d5SDBZ+5lxyQQvUzHlIH9+KvbYu5iEzkfuHq41LWsxYFGe0P3iv2K6gIxl3fXEUspn6Ss+nfBMfFOAqnkV8ibng31zp+JHge1li3u3zxlcqmvf73/9+lPvPXklFDzcSnih2Cn+qif+RPLDvs58xJ1wzS70ictapH2sPam1QWOSsI2IBP2P6w/Br16SmYoSeyw/LHx+E5mAJVpXuOKbL7JgAU0oNZmxumAcm6d2EEUbj94TuUEniAKXmxBNP7K20mfenofikQWfWHMPCHAmiLoVC4GEp0hzDw1SsX8kvTnAFU/JsDM5n84DIkiIS4yOkKVepICKcKJg5sxFdbz3zfwtgol01aviPzZPSlQpFzw1lEdCzfcLk1Wfoou9axkdYR8M2jJfCGnQpiwidUqDEENXS5pAiksN+CJgk3NH0Cius0L7fWmDy1kUtmBofuSq9eYaDNUSrXYKRwhMdgYNW0LfPd9WZqMliivUVCEyxj3V14VELojZGouucC3yUFo/PRcM7EHybxlOYm3VEy12xMy5fXYqw9xDy6CGNZTP+NFOQEHbZcJ7FYHTRZi3fInQplZQ29Iw+Yg2tP6UO3aC32jgkWSy1/ZmiumooRg984AMXxHvgb5TL2u7Tu+yyS3XvHOuGR9sPpSfGyCJ0S1G68Sc/mhSRuZK+69budloTuCYTIrJeMA8MuK8QUgoMfEymjcOMsONQOWhjIt1no4ikIHA333zz9t3bb7/96PbltdkjboaECCWHxYcAiOhzN29R4KxFQ/ujyFnfgSfEHT7CNKWpuK1RYtCB20zXOpcUkQBrAUau+qd9FqTGehTAKAgtN6c+OnC7zJv/dWUWuKG68UVZeX9Gn5RllpAhITaboGuwp0GXXRU8h0AwlMqf18B84/2eMeZcgbXpysiw9ywt6I7lJIqvuUFGarmsEYqf7LK+ejHoacy5oTCvscYaM2uvvfaf1TRa2HNOUaD4oRtKh8BmWXyscwQmJWhIiTPfoWB7VmNrwyLlnPm7SxXaZGFjnbP+QwrrbPkWxTsNFJ4NfI+SNBYuEDvuuGP7bv8fOus5jjzyyN6K3QF0QTaEMo1Ga2ulsHRRQvGGKWtmjhU0c9O2sX2Ho9SJNEpDD3WkZFKtTa3E2Cgdbs2EG+ZEiNGsafi1mTMLI2yimqf3YggYMyE7Nm3PrdxNrwZu+JQE77PvmDhmPFTyfmyLcgfdPhKg9tSaUhii/kMf+hQRcLgJL4wdM2PZYSLnwsgVoC6wmPT16glgOqwUxm297nOf+7TKrpoJtVkwY2nDehFGaNmtVoYSl4U6O7V1dQJoaawiYl7OA0sdgSjTxN8JvjEpj11NK/P1dTNGHzIMWFsoiVxkbt0li1kOLoMuC0IOFhfZLN7JYkNYe09tdkqt4A6FJIS1tYv0z5oxplaVPhCSkc2m4zr+4ZzV0uZYRQT9cYGw2qAJPF3xOvRZ22AwYJy12S5gTi4AeJYaKFG00nr5c+36fvvb315QE6aPLp23vI4LuhzitfYkLYA2KSJzsMQ7RtNV0h0whpK5zo2iVLY6hWfXEDbrjGe5cYZ2mwomzJuw6SpHvrDChrmP8Gd6DwYYDIECxHrAylGr5bt11RZAi/ezbNh3TQfHtH4n6GtrbziILB/BjN3YaiqhDikiKUPZaqut2me7qbjBj7kVDZWjTsH/HfOotc7NNiU13X/WgShSxzWhquiYvR6riBD83s916P0EalRSdetmBUotUH0gTPv6l+Tgcoo1HupblMIaDRX+8izC048/swpS9tJqmDUXgDGCm0Ut5uO9te40wlYsxhiFL94zZOVbmPmwRLg4RRdcVpEQyi4e/q1WgQL8tbZgG0urS2MaJ5aO3QWL+5erra+cP5A9pdidFPhWxEWlwK9Z8bpo09mMku+BuaKIDOesLUUQNS8aXNpdHnEsQ0NanDTKHDJk3v3ud7dR+FKyShANLQOiC6KiRcGLqpe6J8I8IrE9M7IWpN7KtJCCuNdee7XR5IsKUsBk1shUkJEgNTKF7AiZF8Yqq0Fk9hBEpXelupXWSJaQSHdrKerfOnz+85+v+r4IcNHqNRD9n6ZCy+yRwbGoICMoMnVkQa266qrV362dhywM6dBnn312my0hel62hKyXLjqcTUoqyBJC+1Ijn/e857Xfk0Uish9kiqBbaY8yKGoyhiDNTuv7zAknnNA+V4aSTA/vl40Q75fuiU6kpMqoGToX9kZ2QQ1k0cnkQPNw+umnt+PAE4YgGyJSM7vmJpNIRoPSAOYlvV3WR2S3yJqSOu58LCy8zx6+7W1va37xi1+0qeF4iowXGRmLkjZf/vKXt5lT0rtla0njl/m1KHmW+ciSkamCRmUdptk9ILNGVg6e5mwoMzAEezuUkgxnnHFGm30oe2mfffYpnicZPtJq8TUp2aecckon3S+zzDItv0BzJchSsm95BiPg1+ZqTDlk5OANxpFmwM0VTIpIhj333LOtDyEfPSUWzICikKeCBeTISwnErII5pnDIS/VCHIpDDz20ZbIYEYLOa3sQKlGDBBwQKXUOAMKWXrowcOi8WxqpdEMpqV1wUKSXSRHGxDD+IYYU6chdkJoo9Ywgc4g816GS0qwGgLQ9wmVI8cEka4SD9D/rRqGydtL2CE77aywLC7UxzAfjpdhhkmjDGtcoCDXzoDTaJ/Owb5idvSEwpWt6LwVlYaG+jrWXCkvQE1qBVBEByhaBY1x+7NvCKkHqWDztaU9r140SvOGGG3a+39mkvDrD6ltI211YRUQarjVGGy4i0mv9Dn1K3eyqERFQLwS9lYC/SD+mtBKQAc9OaV19EOdCei6hPltI+5SKir4oU9Lj0RmlX1qsCxhBtbC0qTaN/bdWlB4Kv7kav9/bG3u5sJAivscee7R/poSk9TNyhYly5/1SdY0rasnMVhHBL6yXOifORSn9P0ekdeM71qBLQX3EIx7Rpg/noNT5vvPedXaULjjuuOPudJHGKyieFKAhXrzYMDOHsTi67wb4aLkomLmiVHpN9LpARWliqXmMaY6rI0f498Vf9Jl6xT50VffjJpA2KBahy6XUZ+Lku2TOEy/RNYau78s0GXp3X9yG98mGYVLPA+DyFNbo8tnXBVNGUZ8LhEmSGVoUfawnE3X4ZPny7UdX2/Uh1wyzq30WpBc+WLEM6MZcxW6YA1dK3373xdVYZ+vN1JumKjOXpz1TnBl0yHXR50rqow2m9NTcnYMPvqtqpffLoOCj7/LPc6OlFVJTWB+mcW7Irkwz9Cf2pgRmatk0AnhL59aZ7msLb83EG4ilSGPCUleW/Zat4DldGVBdqatiCsQucCGU6FSsQWlNuGykvZfm1LeX6Em8Rt7/KJ0P94yMrb5GdgI4u0ryo03uLrF2KW0622nlXVkhzpzP9VURFbvSxXO5GdJmfGOCkQWlC4zvC0oX+9TVCJEbaIhPOPd97i5ZNngnGfPbzF0jgzDPJjNPdFST3SnrKYKq8be+ku+Ta2aOg1nRTUVBGiY9lo4aU52CSSwfCst0uWVYR2jyitq4GahQ2Hc7zC0i+c2Ouc6tiXmVtl0DN0mFoFgDFOZ69rOfXW2mT28Z3u1m5dbo9lrrmnFLNF5Fi2j5biop3K7TW6FiVFxSfrgj3NTHmI3dJrh9VB51GwzrVHqrVnTLfrBoKASloFYtWFbcctwu7X24eayNokTW1hq5Pakyas8Vgyuhax5XXnlle6Nk/WD5SIuIrbXWWney5lg/t1x0613mXDIHl35nPVjmFHOzFmHuzpG6RnKEdYRlxpjReo4uenNzZ4FQpM96KdQ39v2sCiwY9tsNWDGqFKwnXfvLMmfNuKK4XLtci4pusXYp/MXaxboRLpUUbqEpvRozi6IKsW7VOZjOS+4D6+W8Mr+zErEIDO2nYovcIYpoOTtcWF1Ad4pwsYChVZVNx9KmSqCsKiltslSktImXsQJzSXEvsxzmrvBYNxbVFNbOWrNQsxJ1VU5OXTM58HWWX/9HGwo81lhEjBHPdDZ8P4rwlWCOUeiyBPxakURWtV133bV1acbeKd6XWktU5n3Na17Tfr7GrcJFxE2rwB6a9Oy+atZzAjNzGIvTItJ+7uabZ9ZZZ50FAWpundJDh6K+3VwETkb9DAGwMidos240tOW+G1QOmnNN5HwEsubda/ObkpuogChaf03QXU3QmBRcmnfe5VIabnqjZClwO3Lb6evh0GcViOCzPGhOplFemMy6y/Bw8yhldXR1VRX0aD75PuUWkcgikSVTsjy4Iaa1J9I9cJN2M8wtBuhGwaWAPfI7e9ZVv0WkvqJKJbj9i6h3y3YT6wtW9e9+x9IxRBv2p3Sjz4F2ZbewfqRzFXyaW0RYB1nIaoJuaxvRObNSVtWSSOeU07U1RCusHH11V7rWheXI2FkN0ps2K0MEarol4wdDnaiHgohZ/pyBNBsjv4W7WRtPX1PBrve4QVsLZzWdCwumGhS5VVNAdlcWkRt/V98cvFT2le/n1ho0k1pM0KYMJsHSQzBG4xoCa22pIKHicqnFAw0J9IxA6SGwpqGnGvz+979v+8UYR9RTCounZ9jnmq7S+Jtzg3dFgHCJ96SYLCJzFAKBBMa5cbjdRlCQ2494CL42N1+atFgGtw2Ba2IZ3LrcZNxc3KSUj3bbVy5bqWS3Q9quwCnxD7Xos4ikiEBW2rQYhTzgicbtlioehR/RjW+sFaTPF+7dfKYsFnGTcSuIsfs3JZjN/VOf+lQxZqbLT54iArLcEGj8EXeR3tbcnFgErIPbhJtMqa9O1w3P3vIpK03PIlayHLA+seqwUBhLqYy8m0/JUqQkPGuDeA43SesR70jH5NbLyvbLX/6yXV9BtSV4t94WJbj9K4nvtivQM/UhR28fQJfWy1q5qQ7RRh6j0beXzpS9N9fU/x1zNnZBsEqBO0tDPXPGvF/LAHPzWTESLFQpjEGMAaug88zK0XXzxAdK1jhgORIzYt3cdCNGJwJWWWDEr+Ad2jYsDMSkuemiz+ilEnRjPvaY9YTFMlo7lGCsJdp2g9YzR4uK1NKa06Z5oG+0mcbvpHDuutaMVUsgrjMm7k1J9zjPqUWEpRJtstKhk0UVVGt+LGD4FJ6P/+cWEX2sWBbFH0Wg9BCGLCIplltuudYCyzIU7Qf+/u//vt1XMkicDR5jn9Cu2Cd740z7d/TkXOHn6NhZYmHGW1inlK8nx/DfmvOyODBHCs0vPthcSoKDJLKYadHGMv1F0y0MhKkZsaRArA7oFVdc0ZrPMB4myjD5YsDcAcAM6zDNJlioNoIbfE5vFcyeyS/6iDhgApkEQplrTZOvsSDwCDFmYAdDJof1Za7Wg8M7CdwaM6G10+uhC/ZDzwe9NyIgNJiP4CwMjXndYe6ba58wiyBBc6IMYO4BQgCN+F3eZyYFBsIV0wW0xsTLvE9oMPvGPKwj5uffMKY++M4Qk6EEc3VQCqwZZRnDJFAwNfvi32uzh6xryaTeBQxRIzaKIcWACwDsobHYQ1kitbB3te83Vgo4JZYgC5eISwLlQ7ChcQzNPVxgXQ35jImwkoHnHFprwjqCGr2bYB9CjbDjWiAkKf6XXXZZSwMEFT61ww47tGdt6JzjR9ynJSXdGIzXs7iSCOOgTa5OtCoTA29b2LlQFgVTUgrQJiXK2AhViQPmgW91JQvkSBXsIXg2GpDVoucQhcd3/XBz4DX2rvbd4FzVZq7l7ho9ZfBuyhvXU/TVAr1lKHx4Djry5/wChOdaS0oxevR3Cr714xLzDHzHfOeMJWJmKXfN7Lbzw9oaEoIhuwKXmAe5R8aA+Y6rIG11PqY1/aKoMBjmVe9n3lMcbSyMOS3PXAsF3LhfvFtg15gcfrAftW3DuUQEJnqXst/MorUt4dXGEPw3hAjcXHbZZVsTLXN7TfAyd1lXQGYOriquhqAZwaZjqnKOoRNmbgF73qOKZ1/g3Wz7cQzVy4l5CsyrLWudwnmdDW0yhSsc5t0bb7xxsex/F7gqhiqL5i7LaGnfFfy4sHuJ1yhJ7x1cyWNq1gxVIw6gdYG/sWfOzJgiYWPq1XDlCHJemOqoCneNKdGezpMbM95dU+W0hFJPnlr853/+58y2227bvl8torEFLNGngPku2G/uQ4XNnv2ER02umbkAZlPmTcGQpXbuEXDo1lBTNwOYKpmAmXfdityGaK3M/UzsfynI1w/TJq1/NnUy3LK71mXoRhJBfm6PXDdjwCLSlUufw9pymQFzKFNvX0v42Zj3pXRzbYTFRcBcjZXKTa/kmimBq0qAZcBN867K+XezD/eg7rhdnY4XxdqVkNIiq0ZNPZGFtcgE3FTjHBpHKVixC3ng5RBYTGMPuXAvv/zyqu/5Tq1pnwU2XAr2w423FmnNkj6gdVbNlDZr3MUpavfYc1N6rLUGz7amUIqojxMQTD8b2pyNRWRmZqZ1J7OAsMSyDLG6shzm3aX74DtcgH08iRvHZ7rcuX9pLPWKCL8ufzhzsWj9LiisJfNgiJCCcJiZxS9w2Wj3beOZMtX+YCK7K4E5iwVhTmWK4yb50Ic+1Jo4u+IdutDX9rwLirJRxLiCvFvmEVP1mLoWfTEiOZilrSt/KPO7Akci8msKF9W4NMD6yd8XH8REzXxbIygwpJpxgOeJU+D/NR/zF2vAZVgrmGuY74UXXtgyOWZfChWXIVeWdRsj2Me4RgIUY3ToLKnlIDuNy4apmMI+BrOJb+JfdyFgcnfuma/VSJHFFsJ8USgihNABBxzQuk6cd+dAdho+I6Nh6AzWKgji0qydlvR4DJchNyJ3c+05q3kPWsQDxSCgTfuINkvZUCVwb9QUMrMX3NmRfWOtuEWc6zyDpg99WTNdkMlnLcVhidWQ7SizrZY2ZqtIAprCI41Z7Bi3mzUTwxLxh1x8FKM+4DVCBbhhS3BePd+ZoxSfdNJHmjmBmTmMv2TWjJLaTO6yXUq57UzkpXoAaXZGNExLI9dFeadR1qLxvUOvgNqOv2PMmhqJeSezZLiCwszLlK3WBJN8retCJHZXxHvJ5M3NpXYF86p5x7s9R1aH3hs15aRlWtT05hEVLrvFfHwnxhq9Y4bM6Jp8cet0gctAQz4meespkt9eqwEj0r+mv0lNB1aZLVxZTMrWLb5jfMzg6mUMRc5b3759NRc9U7iuonS+ZoJqs3gnmuHqqO0UOrZMujYF9kQvlXBFqTMD9s46K/l+V7ij0JwaMjJWIgON6ytq3MhWsJ+yJ/pcqJowcoP0QeaCeabZKjFOz+am5YJLa23kkMnV16nbfsng8NzYL3VJuNzsrd8PNZus7QXlefrEKDef0iaXKF6mHshQ3x3uyb72C+hfHSDnN85U6l6J1hdaJ9TSWi1tmpPMHfw/zpg9ttcgMwlt1GYZgucZcw2++n+9r/KO29y/6Xz9uyyoNGspB76nBlYOvF9dFbVktN0It9pcyZqZFJFs8REwgYBB5qmOGH1+4BCmVDwHNW1lPySEosBQTTOkGkUEo8XgpPDlBcRyZo1RercujEPoKxqVQvwJhSBNO6WMSGvNC7451H2pu7X+fz53n0nTctP1xugJHvEAXUofZto1P4zTwU/bxVMKglmZs7iRnIHkMMa+eBIKHCU2FQi5AstvbB8J0y5BbZ5d9CTmBrPLhY6iYWnfotjHml5GaU+UPhAyfNYUvrSwEjoNRSRAwbOmQ2mHYxQRtCb1WZGrXNin6dlojuDz2a54Kimm0ntL6FP083FedNFFC5pKlqBonfUtAV1TZLwrVZpcbuJcoTdri176FCuFDJ3JLkgfdQbSwmE5bVpDqejor4tXm0+eWh8wT/woF7DWSAPJAKWc0uNZQ5cZMV1pEbUuUOLwTAp5uk7oID339lZKL15c0/dHX7G8lEEOe2TNXvrSlxbjbZzNvCgbXuEyh2eVFFm0l6YNWyfyydk3/px3zBVFZKl3zeSQ8iSiX7Q406p4g8je4FMT1RzgymFKV6CM+VC8SQqmyFI0OjA/ypLgQuBGmY0fMjdn8g0bO3NeH6RGGq8S3EzUXal1wG3R55oxbmWnlahmepYCF+B/XGONNe70eWZjflBuoz5X15DZn4vJXJmK0zVO4wYUVeIqi5LnpVL4XXEOovdlI3DJiC4v+Z5lWpgDn64MhS7wd8vOKEE0PLpCb5FhFX7c1Bz8wAc+sB3Tgx70oHYuaQGkPreBvWXWRrfWK31HuADSUufmhDa4TYb6CdXEiETaunRC8S9DGVNSfI3TZ7k2x5jjS7BOaBzNSXXMzeepH998uBNlumhjIL4rL3rW5ZrBI7jtzI8/fyhGKbLoZDeIvcjf0+Wa4S7gIuHi8ZNmxaTl17kmxKRwcZh3V+8f7+naYzSrsJyU2bRwWJ6SLtaIuT8KrXGn5HQhJil3K9hbqarW2znmzk2Bd6QxDNaeu8b7ubq4IBbGNWPtuVi5YZyRdC3FDqV7gja4FLkvjVmWV9/zh2JExCVxA6GDE044oZhNyaWfFz00LnRpvFxGaal8dIknWGtjw/u4YNAR947x1/b9+ktjUkR6ghMJGfEeDjzBKRVTWmzUHSBAKBL866WAKgcl7c2RA5PAdAkLCk2pUmIf+CCluUnxpNREM7IaYMLSUvklpYF19YxB0F3BqhQxKbIOrHnkAY8lRQSknvGbS2u1rl3CpjQXa+8g8m+q85EH4Oprkaf9EhD2Up6+fPrUd5sLU/MlGL761a+2gj9tjFcKgqPsUEIICOMqKZQYpyqhOQgN/nbMPu/vU2qWZj3MRVyD51EqLrrook4haUw+b38pu3kTw66eK9ZUTQcxB+IpuuIA+pRFcxNALPWYMuA5JXTVsKBoSmvGrPt6xnTBJYCQ+f73v99Z46Kr1oNzjl4IWGucVhi137kiQjhaKzFEY2rzUKCloOM19j/tSZPHSDlj6JLwJHxK6dylAE3nSzqxdNBSOnyXwkMJjpR1SnAK1VlLfVL0UkGbzpP4kbRJX06b4sgidd05LvGJXBEBa+vMOMuEsYtCiYb6euJ4Jt6Nh3RV7u1K/xU/IpDU2CjYqpeOjRHBqykFFDb8swtkR1cgNQXG2MWPSTl2hinAnmc9KSAUISnpLlRzsdHdnTAzh7G4K6vm7gxmwbR1dvQT6QIfbU11P+AL7OrrUTI/888zt9W0PR8yX4d7go82dyGIl5Hil0NKHXNq2g8mh5RQ5sA+iE8w71KqWz5u5lGuET7OLjCp9vlmuaOsW5iJuQ2ir4ceFEyvfaZqMTBdZnt+YXEteSqqSpC5q4PJ1GdVEu3yGw/FIvCli6sQ8yFuxZ6IGxADoc8LU32pmmwK7kRz6gL3mpgfn7FW+ZmQppiDe4ir0jr2+dSlJYrT6ANXjjnmPV/6aJupH02J++pDGgfQFx/h/dYyeoKEqzTODV4wlMo9dAa5+7g8mPStWexlxH1Zzy5a6erPlIJL2Xnles73Kt9/LjPr1xXTYc3e+c53Du6basZcBcZvL7iO8XKxLM7xEF/nKulbN/xATF7ujgDxNeKhckSsSVS67QJ3RlevmoAzx0UmliM/G96DH6QwX65i7qaaOLk/JvE4fcDLHvGIR7RyaYcddmirgA/JprnmmpkUkcrFFy+CGdWWzgV1RGp93UBoaJqGoQRjy2MlfEaO/VAzs9kE9CkNj+GlfvNcWBAGmIigwqFgW8KXn7O25khfCW7voggOlcYmwIdqW0RDMzEC1pOPOGIoSnE+tcw+lC9rmAZ85gGO9lSp+D5GR8noKtmeIxpiCbbbdNNN23kMCeFU0URLQ6DwihVI10e8RFqvwLwoifayr5nZ2BouILaFcMzr0aQ0Eg0Bu8rt51CeXkxKDcRyeD8FgSJiT/29K+5hNmcwmsYJ2BT/RHB/+MMfboVRTYlvArEvXgkfFcuRXo7sE6U1IP7BvLoaVcZ57QvwTuF52jygz6hnpGFdLWri46IJXRocTInCowJiMNAa3lkTDO0SWcO7QGxLerkBc0zPvH8bE/sUqFFEzMfZj5pN1qE2qHZSRJYQRQSzpME7wLRoB0PQlL8PEeqYwlq5QiCgU1+RtJ+G4CnEPLb41NhCV4iaNo+YjSEKcrHaIPS+Drh5RH5fn4v89kOBcLuJICzjNga3KwcyDR7rAgVA8FcNCJWHP/zhLY0RXnkXzNkwe3ADTG9d/i67IIQNuhhSqGpvQ+ntLJRkwqy22BTrTanTa5dypAiS7p72i2UobtMYP2FT06MmQLjWKiKADijqaQG0oG3n1PsJ7tr35z19huCd9s4aUzaHrE2zPYPoJvbSZaar0GIOwZlDN33PsmeUcH8mxIK/sCKg25qsqTG06XkxH4oAWq1FbcagiwrFg/UW7VOkXBxDCRjqlptDoCnrVC1YzlwcjMH7WeWiK7k9VBCzqwNuHyilfX3GKJJo0QWMBYgC5L1+pzv20FmYK4rIFCPSAQGo/KviQ8SJCMbiZxZUxN/JHyegT4xIl59coSiBQ2MhZkAAqEBZ/j6+PjUP9K3h7+7r+riwEM+g9gH/qOAxsQj8smqgiCkRG8MXXIOuGJESBIoJDuYHF4zHhyywSpwNv6d6F2nQaBfEqdQWjUvjI8Tr1NRLqSmUJMhM3IgaLnz6UdQMnSgtvuOOOw72Gok4g6Eg5rSnTnQAFoMjJsD7h2pEjOmJIRjaOVDqWsyHcuLWgr/e3oknqOlRM1tE7IhO1vzzUV9FPIfYDC0F+MvHxEnVzl1hMqXTg17wAbWCaovu1UIdCEHkEdQrPsZZqAlmr6FNcT1iyrbccss2Psw5F6N16aWXtoG6ujqj1yFY46EaMsYScTN4pZgQZ1tsh9+J31lUsJeCavEs8Tbiz8xLDJ34KOdxDN/Mg1WHgM+JVxGb4f32De9yDp0bcSGz6YC7ySabdMaJfPe7321jXQQlCxR29tVqErPonKo9gmea+2wK//1FMTOHsTgsIm52bl000bwDKF9/bgVxA3SjKN1Ax9wacrAKMA/GTYKmX9vNcVGViGcBifdzSdTeNAN8xEpcjwXLBNeF997jHveoSpcbs+5u4nz70huts5s060iNqZ21Ifezd4EfmDVJup2UUHs45pbl833lnaU3uvmobxCphzF3e8Wd4b3cJ+JfFkWdmgCrUNCGG/Zs2hfYB9bG2cBZUJ7d+/nHZ1Mi3o3R+e0DK4GbLreg88AaGuneLHTcVSx/Qz7/oTNov6L2DYuov9s7N+2gHzf6vjMonbfWJZdaCqyheZhbLViy+lLwudA8k9UpaCOlM9Y0sTcsy8bcNS/rNpa2Ur7FKlITj5GD1bdUj2MI3sXdl7ZpEP822/YeHymk8IY7yNrkncB1X09BLonnsRdc5bl1ba5YRJb6pncBEevSuNwQ3MpFhueQAuX2l8INUHQzzVfKIYvCUOpuCVLbZCe4/UjZEp2vQZ3S8266ItfdJETSu1HTuqVaDt3+aMJjGtypBCvSWsR7mk3CuiODQMW/nXfeuf3JM0pmaxFx22N5UfHTj5tS3ABZg5Tgp/FH1cMhRGYDy1UKNyRWHbcl1oLYY6mWmq25RUgZZRFSzr0UaT6mdLTPuqXL1GHNMn5NwmoRmTP5OqMBNz3zkZabWt2CHvzffvmR6cUS46ZrLYfSu0tAC9ZNR2kZVmm2UtCGtHDpt5qk1ZTlHms5kckhK8MYnC9ZLW6L9ttN2HlDJ26lfZ2daywibpsyfliMWEWdNdCQTOdbcNv0PufeO9GOdRg7Lw3JpAtrCCgTIkqn2y/0LxvLWWJd8KNBm9t9/p4xtOm8eW9YdGTAsXbav5ozFrSZr7PMP6n8eA5roL1J4Vwbt/WUNcKqJiWWdYnlGR9Ns/RkD9nrUsZXyjvxK5luLI/Gr6UEno4mIq3a3GTz5HxhYS0izqMGlfbOWJQLULGbxU66vTPK4sSKhp/j3yxSNXx5k002aeeVrp+1chZYOtJzZt3QjOyo4Bne6cyzrsvQQqesp1J/Z9O6467CUq+IYGTveeNb2j9TQILh5MCwMP6SYEVYFBBpZZQZNRM8ty9118EPxYMJjzDxHMqG7zmsDhIhgvE4YNIgHQ7fk3uutDlhKj0TgZeYP8Wqr8eMeXke5cPzmPUdWGXGmeAd3Cg3jnGoLWDM0jsRvFTHUEy4N1JgniVzpN9LO6V0qDPBHO051k0Ksj0g+NQkcJCsCZM495Duxg43RQzjLrlTfJ9Z0prE4WW+Z6KVNofpp0xc+h7lh+KnFor0SKZ/75NaORtmzyWCsUv1Cyaq3gvXATpSl4EQw7S6Uuswe8LffsQ8MHcmYGXzjTeHvban6TOV//ZDuBIS/i0Vrl1Al5ggcy9hYMzccr5LgHmPfccs0aD5UbjUWOBW81ljrzH1l4B2pc56prFzu6FHbkvnUMo7EzhlD/1ac4oCRs21SlHBeAmF0qWgVOvBWSDsnWdnORe0hDf6C2DmBCh3KsUFs6fEhrLSB2fJProsOM95+jv6dglxDsw3FBLzNUbusFQh6aNN54kC6TKFpswPjauBE20fvD/OGNqjVKGxUtdZfMfzPAPMgUKGPo3T2HNQSigqqSKAZ1hn9GUclDvuGzzH/pi376SKiHIH+CLapAzhndx1zjUBTDHGm/xd/RT0QEFAR3GZoywbO4WgpDg6R33de13YuMnRm8+iM2tnDZ0N+8bFJrWbogXmiF6tEfeJ+RnHjjvu2CrxJcWALIjLr/OmJo7UbSEBpXE7h/gXN1sK55EcEW4Q66xO0FMfvl0zJzCzlLtm9nnW0++UJdIFQZeC9PogqEgGBlNanror0M/vmduZz6RxMdNzBXWZJZmAjY25jwk1N6v5nswF7gKmWwGXKiWm5rpSdVMBqIJRZTcw78l0kMaXj8OzfM57pf6V3E/M61xWoujNi8lWmiEzL1MskzkzrbUzDuMUuCWtl4ujy6Qu6EqQFxO8d0eGjjFyCwjM8ywpsEzZ6ZwFmklhA5/lrpDml6fYBWQoRKpkXpWVWyP9HnNtV7CudZK2Z37owPqZnzRWLgBmaPvlc9wqsiJkRNkDAWbWI00DTbMTuLgEER922GG9qXlcQUOurNzdEOZvbgB7J9jXXnKbcBeUguy43ZjU/VvJteP3zoDgTs9SQfKcc8650/wERuep4QIbw93JZaZyqzHmpm1zjLVBc3npb3Ti7KiYGXSOBtBDPEtgp+eHG8v7htxY6K2vNLvxc+1a3zToM88Ac2bRZV/JcrRSSkEF9C5w2hmItgCygNLKufYTDRqz4HddZdFdupaCR519qftREt6zZEcx6Ru3AGV8AN/IzwdwPXi+te5zg3AxDXUGRh8q4HIlSHPlWnEuZJv4uzUzHvzD+pR4p8Bwn3dO8I6cdrxDmQQBu2hT1pC0/jSbJq/q6sziY+hD5WGZZty5pQwc6xBr6cx3uVcFO9u7gw46qKU988KLvTvWMYLW0aQ1HiobHxk0Q0CD6OUpD992TrhmlnpFZO89ntZGHA/58DDnoX4KgICihTUfqO8hIEyTv9Rhrom1cMjS9E3+36E24ohV1oDME8JBFopeKwQO4Smi2yEyJsK6L0vEGB3SUD7404d6N/iONaIEEMbWYKeddmqFrAMX/U1q4MBHWWlKYJqKl4KCR6EzZwcW87ROmK95WsOhKH1CPrJacoTfHnPoSvnEtAkMzJOwy7MOZKWYu3H4TK5I+DuhTlCYA8Ep9Q/TFrdC4HjGUFl8wMiGamMEMMhISV999dXbuCh7N/QeCgRFK4De0xLgOZwt/44OMFxKhj2jCBDaFBT7Ld7FOaGwD9EK5SNqzxgPJt4HyqQUXAqR80jJt+fm7kwYW01WQ1+/qRT2jkCwdwSO8+h88NPbUz7+IT5A+A3F71BI1DExJ0oD4YkG0ZF1xg+6+iF5v7n7PxpEm6UsP3wCv3CefN66Oc9bb711ey6dtZpMGK3na9pKxNj0JIpYCxcPisBQvRYXo5QWKJrR26gLeJYLBpr2o4wAHoKu7VNcsuxlrsjl8G/4RSgS6KA2i+/mm29u44DU5gk+gO9HfZCadiCAVwzRMh7lUvOk7beeFJG5oIj84LxvtMRKc0YAUi1LxIVJdsHhwFRp6YQ+oo0D1JeP3wdMJL2BYDhjgk5pvATm3e9+93Ycbt9dN4gS3CjSQke+h9nV1i7BNDBtB6q2uE4Ka5geeDdnCuOQsMEg1S0w5yHFLYBp9N0iWHcwW/ShYBpm6kboz+hCQJr9L60tKxmGEiCI3D6HbjUUR8LZPLpuxSV4PgvVmM97RzQXq4G9SG/yrHqCi2tByaBsxBnpsnp0gZUsVYSA0Kit6QGE8worrNC+vzZI05lK93II6IESHQGh/k9JqG12Cc58TbClcxnrSeGqOXMuKYLQA4Qm/tXHI1JriXdR7GrBWkORH0ObLArGVAtCP02vRytj9owygG/EWhpvTQ2XACuJPU5BwR8bcB98gLU3xoKXWm/j60tcoOT7Xul5rLOssPgZBe3Gn/xoUkTmUtaMA0Z4ImTmTqb60CrlhKcVJN0aWAgQBeIgxAgXZjMMQY0IN1qHKM+8qQGmXMom8Lu+YlolwYz5ubX0VQstweHPDyAG19XwKwdrkMNnnZgxx2TcuF3lgs2t0k2yRhFiymWR8fmSYllCTYaT21EwBbcOf+9y96RR73l1XUxgqN4DECbmgL5q67GYu9t9DYyBQMd8KVQ1e0TpKAkGyl9t114IszklbqhiaA6Wo7wmBJoZapKYwr5ZW8IRrdaeyyElsmTVMF40o9hcTbfmFBSFobo1cXFgXSJ0a2ke/8pdQywqJSFWWj+XBeegdv9YsGr5B9q0n5Qw76hRFvGbUqdw+9vXyTgHXoNvyqqrvcwEnNXcmidDqLYAXArn0X5yIzmfLrzkCeWIRc/FkHtM1pa1Ddc9yzj+F89QrNEauBiyeKZ1SeZK1sykiBQWn1/fYUQE4hqMASHZdEpKafNTrRODw2hprQh6TFtz8N68828QdE0VzNQnS1gi4C6zawlM84Rl10EbYqZhig6wxvSVZc/BhcW3nYNCGH7pPrBM0fYV+yHswq3SB8xuaJ8opqGIDCkgAWbi3EyKUaGLoZRTN9YoH43B5t1jF6agGyXTGGJsrC7eNwQKYslEzLVUK2TAvPjRQyGptUpYs3An5FDoDNOtAT9+rKex1FiRxK70tWAv7YVz4IaKDqICaG01VyAI8Zo+oNvYS1bUKATYB/+OJ+Sfwyus79AZp/BGqXJxQNwuQ+jrdJ0C70tp02VmKD4PPLukcLi8jUkTZ11jfWW5Mo5aKzCLc1qltubcDPGxY/4vhdj8S+c/vxTbe/QcxePsMeW5yyIzKSJLSGVVGmTU8agR5G6jaf8XJvZSr5a+m01XvAK4wdYwbUwvvR34e2jJQ8DQu4QSZSBv3Z6DXzpl7Jid21qtf9i4u+bokA3d2CiPcSvBzNwEhqrBsnj1BdKZg1u/dSEcrNEQvLsrdsFNvG+fgxFFcBqFFzMdYsg+NxSsRlHEoNJeIhjVUEl5jJbQ6Voft7YapTtcAOntt0bBBEK5SyFzE6xxX4p5MP+4REQsxpCgQPdd/VdyEA7eEYHwrKOEPEWKFQj91Ciz5jTk9mLxTOMguE2GelwRzl1xV/5NzFWfMiP+LCodc6mZj+DyIbfOUMwL6xxFKBWcoRz1PduY++g3r7nRx39TRZ6VHO+qge910RC6KVlr+s7I05/+9AVzDuvo0PnyOS7KuDANuQEnRWQJUEQwPEKNAuLWNuSrdYugleYHxm2ztpS0g9oXte82NRQ02mUBYeYVdDbEpJn8+kAgp/ErOQj+/MA4IH5fam6XglBgdeqbG4FXshgF8u9j/sbcp8Bwp5WsMAEWnbTAkWDJoSA4lp2+NgBuT32BpRhXyjzRldvNUHG5PjcToWEtSv0+mML7mPXQvlvDodt70GZO4+KR+NeHaMMNtS9g0XNKjSNTuMnnri5n17P7SuNb16E4FrSGNnJFIxSRVFEhXGsy9voCZFmicgsYPmWN++IIuIv6rEcuVH0WODFsqYkfPQp+pNz0rVGfItJHm3honzuT4tQXZO0SJPCzD2EByS2YLgxD2SpixoZcg/ZpKGsI0KBx5PuHd4unGoICh7KcXHZcSvqSEiZFZI4rIky3LBlxa4rN7QO3SSkdjxAmPIeCnmpiMCIqu48ZizAvCdUaU2OaejabmzHG2mWeZOWg1fcpWky+sgD64B0OWInhsYTk6crBnDEC8yvBvrG2lIBhe2Yq/MMc3mcl42Lro10Mwnp0faZLIctpc4wiwoTbVd2V26FrfViChvrCdKVL5gKu1GeHALcWfdH+GPGQiw+NlS4DAcydYC/9u/PXdas2p6GMGecCTZSEVq6IpK6bof48XU38CKwu+uGO7ItLwI/69sl5oSh1NS/suqzgk3hDF3+K7KESBGd30SaXS5dlucZKm2ezdL2/FBPSt84BSthQHJcstZq+TnvvvXexL06k8vZlKDk/6aWZhcded1mYJ0VkjioiNptAym+dmL5bRldaoSCivoMvgAwj6xIekZVSk+Iqvazrdj9kViXou4Lz4sZZE6VvriUzpBtpX6yB75hnl8nQ2tdkP1AKuS5ysFKUfg/WRNxMyaLAXeE2loOi0cWEWHdS82kK+1jDdNxoS/tBAPSZmgUfc2+UzPssKaXxstCondAFwgMTK83Hba8mRbOPIcu2sCZdtEnh64tvoZjV8AJutq4Mq6gx0Wcp4FospXh2CTvzcSa5TbuU7JIiknbc7WuKhp5LDR/FAPS5HM219O94UY272H5xLeb7xRrZ566g0NrnUgwUvlESilxJfbQZ+19yTbiU1NAmi2bXJUt6eVdcHLCyda2ZfcU3a7K+pMv38bfTTz/9TtmKpXH2xQmySOVWVnzK+EpW5EkRmYOKCELCbNL2zbnQiI6OKRxUh6HPXRCHjbWiBGa0tIBOHwjN0o0kbjFDhzLqAJRunPzLNcCY8+yJMLsPBcpRFsQElD6H2dR0G/VdjD9XhqzvUC8YDMlhzhWu3JIQ8RZ97iRCopT66mZXm6mkOFgeP4OZR1G2Pjcd33duesXICJGcdgmHobWlqOX9SjC2PuaYK2ClGBVr7WbWdcMOOF8l4clXX5vGbAzoKKcvqfRDymHsOetGCq7VUl8aQpXij2f0CaIuRaSmTbx/y3kD98WQMhGZZrnwll5a24nWZymwubAc6tFDEXTxyjvHoq88C4gCag2HaNM7c3fRGNp0TkpWxuBbQ728WARZzUppxrV9afDmrhiun/70p+0ZGUq9ZnEqZWOyGnWlOotRQQu5K3BSROaYImLzRV0PBXnRmnMm5QbYZdZPgTF6B6aaAgOjQIyZZymgFNMYGn9qaswFGEE8plW1g5n6bZk1u5S4HIR37u/ECEpulS4QatYtPbjcITUN0DAPzC/9LKGeMkMuotLtuJRil9MEC0Kfb7bkMktvipSTXJkogdJlDVIXkdt5mplBaWTpqGlbjxmmmQ1hqeurJlqii5xR8s8PrWUqPPOxikkYUvRT2Ls8hgcDr0l/Z9WwH+kYxObkbldC0Fj7irnVKiJAaFPQKR0pHbJ6pbUwYo1q+AUFl8shhf0cGkuqQErTTdce76mhTbyBgE8zcJRFSJVutOkzNbTpPKUxJrOhTRaDPNYEH+qLD0vfb93zOCJjqD3rQKHO45j+8Ic/tIpbTb0RLr1SZhQa6YvhogThAykdz3tFhC94u+22a7un3vOe95zTigjCsok1OeMYNY02iCDMcjUHKZhN7gt3+5XiOgYILhUYtGFzqK3X4caSmpox05K1pw957Qa3zTEdgmUPpKZSFoQaRSqFtYu4muhYWou4tYX/nak7siJYjGqj5QkuBzyUGgpFyc3TB+vPpRL7Z1y1Bb4IBTQVxfPSkvXoDX32dfEtCc3YRwGktZa6tFJt6lZyC2O9qqVNt/WUFrkSxtZhcL4I0HgnRXHMMwgK2SrxfWcr3InOPPcel1rtua9RRMD7ZJzZ/3TP0rgW57bWogHoKqx64tTGrmXOW8bQpu+izRCQLL8Razcb2kRXcUZnQ5vGkWZosaj2uQtz4AvaKAQoNUPZbznwhzxO6a1vfeuoQoQU7TS422WYtWkIeB0eGYrQvFdEWAikeNGe57Ii8otLL2412lKkdp8fWdR73D5rbnqlglsIMeIy+qL1u0DYsQp4hjmMqQAI/PFhhsd0Z1P9j1nUzdCtx611DDBmSl3U+cAgany9Odx0mXcJ4jGp0qEAuJFZR4WCHGi3P4rFmPovGCxFJgL2Sq27h4AZUcZYeGr6RaSQMYDhU0qYvjElt1kKwJiKo4DBsWAQNtZhzG0vFbxoImhzjLABrrOgTWnLQ9lWJbjpRrzKUFZF1/fDBREKrhs8BWfs/tYqIgFnkZk+6pagLQoZ18CYmhjgTBmzvRCMXJtGn0KQsLWYDW1GzRrKIIuUiwPapNyMpU3nHG2jTed2NrSZ8k3rMqYQX9BmZBzhWTWtP0ryMSx25557bqereiizBk1Fam+tDMHXrD1X/FxRRO7mP3dlUz3dTHX90xlzLHQx1HVRt8RVV111kY3p5p9e0ax8vz91xt1z+wc3+x/8lgUt4Wvwu1tvbfbaa6/mmGOObg541YHNSSed1CyzzHBL5xTHHnts23ly2bsv21x//Q3NC1/wgtHzOP+CC5pzzz237XC70oortt1Ix0A3yJfuvXfbNfKIww9vu5qOhX195Stf1eyww/ZtF1bdWMfu8T777tu8653val5/0Oubj5x00ugxxDx223XXtiOl7p1jcOVPf9K88Q1vbJ70xCc1N954Q3PBBRc2b37Lm5sNK9qhp9B1VZfbj3/i4817jz66WXnFlUZ9//bb/9C8aK8XNc95znPabsAHHnDAqO9fc+01LT2+4AXPb7545pnNqqus0naK1ZFzDO6444/Nns/bs3nWHnu0nUx1lx0LLdDPO//8ljZXWH6F5rnPfc6s9hRdvOWtb27++QP/PHoMurTu+7KXNa945SuaM7/wxbbT7Rj88Y8zzd77vLTZ60V7Naecemqz8047NZ/+9GeaQw49pLnvuuuOeta+++7bHHPMsc3d717f8Py2225v3v2edzc33fTb5u+2/Lvmtttvb7sM64K98krjaOvkkz/e3H7H7c3Xz/l6e85XKHTUHaIJPG/3PXZvLv/B5aNp87rrr2te9aoDWj73r//6uWb11VdrOxSPpU3i6h/23LN55u67N1f/5urmJS9+STMWF1x4YdtlefXVV2/XUefksTxr7332afnmkUcc0Rx33HGjx+AZ++2/f/NPxx7b8r8PnHBCs8oqq4x6xic/+cnm5t/d0tz++9uatdZeq9l1l11H8ZrXvf51zQ5/e//meW89ov3dzT+7oln5vhs2iwpj5PecUkS0g/eTTkR7+EWtiFxz0debNbfZcZE9b8KECRMmTFiScfUVlzZrb/iAxaKIjLvG38U47LDD2oHHDyVkwoQJEyZMmHDX4cblmqZZ817N4kK9nbBpmte//vXNEUf8yYzTBSblzTbbbFaDOeigg5oDDzzwzywiixprPGj75poLz2n/vMLaf9PcbaRbZcKECRMmTFjSMTMz0/zu9ltbJWTNlddeMhSRV7/61c0LBmIZNtxw9j6m5Zdfvv25q/FXyy7brLn1I+7y90yYMGHChAlzGSsv7gGMVUTWWmut9mfChAkTJkyYMOEvroiMwc9+9rPmuuuua/9/xx13NJdcckn7+4033rhZeeW5oINNmDBhwoQJE+atIiJVTlprQBohnH322c1OO+10V712woQJEyZMmLAE4S5P310Y3FV1RCZMmDBhwoQJdx2W2PTdCRMmTJgwYcLShUkRmTBhwoQJEyYsNkyKyIQJEyZMmDBhsWFSRCZMmDBhwoQJiw2TIjJhwoQJEyZMWGyYFJEJEyZMmDBhwvyrI7IoEJnF0oAmTJgwYcKECUsGQm7XVAiZ04rITTfd1P5/6sI7YcKECRMmLHkgx9UTWWILmv3xj39sfvnLXzarrLJKc7e73W2RPjs6+1511VXzsljaNL8lH/N9jvN9fkvDHKf5Lfn47V00R6oFJWSdddZp/uqv/mrJtYgY/LrrrnuXvsPCz1cCg2l+Sz7m+xzn+/yWhjlO81vysepdMMchS0hgCladMGHChAkTJiw2TIrIhAkTJkyYMGGxYalVRJZffvnmzW9+c/v/+Yhpfks+5vsc5/v8loY5TvNb8rH8HJjjnA5WnTBhwoQJEybMbyy1FpEJEyZMmDBhwuLHpIhMmDBhwoQJExYbJkVkwoQJEyZMmLDYMCkiEyZMmDBhwoTFhkkRmTBhwoQJEyYsNkyKSILf//73zVZbbdWWk7/kkkua+YKnPvWpzXrrrdessMIKzX3uc59mzz33bEvnzxf85Cc/afbaa69mgw02aO5xj3s0G220UZuOdttttzXzBYceemiz/fbbNyuuuGKz2mqrNfMBxx13XHO/+92vpcuHPvShzYUXXtjMF3z9619vnvKUp7TlrfGTM844o5lPOOyww5qtt966bb+x9tprN7vuumtz+eWXN/MF73//+5stt9xyQbXR7bbbrjnzzDOb+YrDDz+8pdNXvepVi+X9kyKS4LWvfW3LOOYbdt555+a0005rGcWnPvWp5oorrmie8YxnNPMFP/jBD9q+RCeccELzve99rznqqKOa448/vnnDG97QzBdQqnbfffdm3333beYDTj311ObAAw9sFcbvfve7zd/93d81j3vc45qrr766mQ+45ZZb2jlRtuYjzjnnnGa//fZrzj///OYrX/lKc/vttzePfexj23nPB2gtQjh/5zvfab797W83j3zkI5tddtml5S/zDRdddFHLOyleiw3qiEyYmfniF784s9lmm81873vfU1dl5uKLL56Zr/jsZz87c7e73W3mtttum5mvOPLII2c22GCDmfmGE088ceae97znzJKObbbZZma//fZb8Pc77rhjZp111pk57LDDZuYb8JPPfOYzM/MZV199dTvPc845Z2a+YvXVV5/54Ac/ODOfcNNNN81ssskmM1/5yldmdtxxx5lXvvKVi2Uck0WkaZpf//rXzUte8pLmox/9aGv6ns+47rrrmpNPPrk189/97ndv5ituvPHGZo011ljcw5jQYd1x03z0ox99pwaX/n7eeect1rFNmP15g/l45u64447mlFNOaa09XDTzCfvtt1/zpCc96U5ncXFgqVdEXFhe8IIXNPvss0/zkIc8pJmveN3rXtestNJKzb3uda/mZz/7WfPZz362ma/40Y9+1Bx77LHN3nvvvbiHMqGAa665pmXuf/3Xf32n3/v7r371q8U2rgmzA7eo2IIddtih2WKLLZr5gv/6r/9qVl555bb0Ofnwmc98ptl8882b+YJTTjmldYuK91ncmLeKyOtf//o2+KbvR2wBgXXTTTc1Bx10UDMf5xd4zWte01x88cXNWWed1SyzzDLN8573vFYJm09zhF/84hfN4x//+DaegpVrvs1vwoS5eKu+9NJLW8E2n7Dpppu2SQsXXHBBG5v1/Oc/v7nsssua+YCrrrqqeeUrX9laxwWLL27M214zv/nNb5prr7229zMbbrhh88xnPrP53Oc+1zL9gNsaYf3c5z63Oemkk5oleX7LLbfcn/3+5z//eXPf+963+da3vjWnTY1j5ygTaKeddmq23Xbb5l/+5V9ac/9cxmz20LzcPm+44YZmSXbNcIF+8pOfbLMtAhi9ec03ax3e4jadznW+YP/992/3S5aQrLX5DO4LGXkCO5d0nHHGGc1uu+3WyrlU7qFVfFMGafpvdzWWbeYp1lprrfZnCMccc0xzyCGHLPg7YSZ6X1S/lMIlfX5dplRAbHMZY+bIEiI76O///u+bE088cc4rIQu7h0syKFb26d/+7d8WCGc06e8E24S5D/fXl7/85a2C9e///u/zXgkJGp3rPLMWj3rUo1rXU4oXvvCFzWabbda68f+SSsi8VkRqob5GCj5BoPlK4VrSwawoPethD3tYs/rqq7epuwcffHA7v7lsDRkDSghLyPrrr9+8613vai0NgXvf+97NfIC4HoHG/u/mEnVuNt544wU0uyRB6i4LiLisbbbZpnnve9/bBgNihvMBN998cxurFLjyyivbPRPMmfOcJdUd8/GPf7y1hqglErE997znPdtaPks6uOqf8IQntHvFdW+uFK4vf/nLzXzAKqus8mfxPBFDuFjifBZLrs4cxpVXXjmv0nf/8z//c2bnnXeeWWONNWaWX375mfvd734z++yzz8zPf/7zmfmU0mrPSj/zBc9//vOL8zv77LNnllQce+yxM+utt97Mcsst16bznn/++TPzBfaltF/2cT6g67w5i/MBL3rRi2bWX3/9ljbXWmutmUc96lEzZ5111sx8xo6LMX133saITJgwYcKECRPmPua+I33ChAkTJkyYMG8xKSITJkyYMGHChMWGSRGZMGHChAkTJiw2TIrIhAkTJkyYMGGxYVJEJkyYMGHChAmLDZMiMmHChAkTJkxYbJgUkQkTJkyYMGHCYsOkiEyYMGHChAkTFhsmRWTChAkTJkyYsNgwKSITJkyYMGHChMWGSRGZMGHChAkTJjSLC/8fhehBOo5eTEEAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "mode = OpticalSimulatorFEMWELL(\n",
    "    device=eopm.device,\n",
    "    simulation_window=shapely.box(-4,-1,4,4),\n",
    "    include_metals=False\n",
    ")\n",
    "\n",
    "mode.plot_polygons()\n",
    "\n",
    "mode.make_mesh()\n",
    "\n",
    "mode.plot_mesh()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "56010dae",
   "metadata": {},
   "source": [
    "To get nicer results, we will do a mesh refinement step."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "fc17e8b0",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Effective index - mode 0: 3.2990\n",
      "loss - mode 0: 59462.25 dB/cm\n",
      "#------------------------------------------#\n",
      "Effective index - mode 1: 3.2494\n",
      "loss - mode 1: 49129.62 dB/cm\n",
      "#------------------------------------------#\n",
      "Effective index - mode 2: 3.2201\n",
      "loss - mode 2: 8.15 dB/cm\n",
      "#------------------------------------------#\n",
      "Effective index - mode 3: 3.2179\n",
      "loss - mode 3: 4.05 dB/cm\n",
      "#------------------------------------------#\n",
      "Effective index - mode 4: 3.0602\n",
      "loss - mode 4: 2339.77 dB/cm\n",
      "#------------------------------------------#\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1000x300 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1000x300 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1000x300 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1000x300 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1000x300 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "modes = mode.compute_modes(\n",
    "    wavelength=1.55,\n",
    "    num_modes=5,\n",
    "    order=1,\n",
    "    metallic_boundaries=False,\n",
    "    n_guess=3.5,\n",
    "    return_modes=True\n",
    ")\n",
    "\n",
    "for i in range(len(modes)):\n",
    "    print(f'Effective index - mode {i}: {modes[i].n_eff.real:.4f}')\n",
    "    print(f'loss - mode {i}: {modes[i].calculate_propagation_loss(1e4):.2f} dB/cm')\n",
    "    print('#------------------------------------------#')\n",
    "\n",
    "for i in range(len(modes)):\n",
    "    mode.plot_mode(\n",
    "        mode=modes[i],\n",
    "    )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "c4f1a557",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--- Refinement iteration 0 ---\n",
      "neff: 3.217871, loss: 4.05 dB/cm, nelements: 1061\n",
      "--- Refinement iteration 1 ---\n",
      "neff: 3.217228, loss: 3.64 dB/cm, nelements: 1101\n",
      "--- Refinement iteration 2 ---\n",
      "neff: 3.212777, loss: 4.17 dB/cm, nelements: 1255\n",
      "--- Refinement iteration 3 ---\n",
      "neff: 3.215660, loss: 9.88 dB/cm, nelements: 1429\n",
      "--- Refinement iteration 4 ---\n",
      "neff: 3.215910, loss: 10.84 dB/cm, nelements: 1573\n",
      "--- Refinement iteration 5 ---\n",
      "neff: 3.212015, loss: 5.02 dB/cm, nelements: 1895\n",
      "--- Refinement iteration 6 ---\n",
      "neff: 3.215393, loss: 11.67 dB/cm, nelements: 2075\n",
      "--- Refinement iteration 7 ---\n",
      "neff: 3.215521, loss: 11.68 dB/cm, nelements: 2299\n",
      "--- Refinement iteration 8 ---\n",
      "neff: 3.214702, loss: 12.46 dB/cm, nelements: 2823\n",
      "--- Refinement iteration 9 ---\n",
      "neff: 3.208150, loss: 5.39 dB/cm, nelements: 3639\n",
      "--- Refinement iteration 10 ---\n",
      "neff: 3.207441, loss: 5.48 dB/cm, nelements: 3849\n",
      "--- Refinement iteration 11 ---\n",
      "neff: 3.206677, loss: 5.57 dB/cm, nelements: 4173\n",
      "--- Refinement iteration 12 ---\n",
      "neff: 3.206582, loss: 5.59 dB/cm, nelements: 4261\n",
      "--- Refinement iteration 13 ---\n",
      "neff: 3.206202, loss: 5.61 dB/cm, nelements: 4633\n",
      "--- Refinement iteration 14 ---\n",
      "neff: 3.206064, loss: 5.63 dB/cm, nelements: 4741\n",
      "--- Refinement iteration 15 ---\n",
      "neff: 3.205495, loss: 5.54 dB/cm, nelements: 5603\n",
      "--- Refinement iteration 16 ---\n",
      "neff: 3.205370, loss: 5.53 dB/cm, nelements: 5867\n",
      "--- Refinement iteration 17 ---\n",
      "neff: 3.205281, loss: 5.50 dB/cm, nelements: 5993\n",
      "--- Refinement iteration 18 ---\n",
      "neff: 3.205066, loss: 5.37 dB/cm, nelements: 7237\n",
      "--- Refinement iteration 19 ---\n",
      "neff: 3.204929, loss: 5.38 dB/cm, nelements: 7795\n",
      "--- Refinement iteration 20 ---\n",
      "neff: 3.204620, loss: 3.58 dB/cm, nelements: 9871\n",
      "--- Refinement iteration 21 ---\n",
      "neff: 3.204576, loss: 3.58 dB/cm, nelements: 10371\n",
      "--- Refinement iteration 22 ---\n",
      "neff: 3.204493, loss: 3.47 dB/cm, nelements: 12587\n",
      "--- Refinement iteration 23 ---\n",
      "neff: 3.204461, loss: 3.46 dB/cm, nelements: 12939\n",
      "--- Refinement iteration 24 ---\n",
      "neff: 3.204304, loss: 3.30 dB/cm, nelements: 18311\n",
      "--- Refinement iteration 25 ---\n",
      "neff: 3.204280, loss: 3.30 dB/cm, nelements: 19193\n",
      "--- Refinement iteration 26 ---\n",
      "neff: 3.204114, loss: 3.25 dB/cm, nelements: 22691\n",
      "--- Refinement iteration 27 ---\n",
      "neff: 3.204066, loss: 3.25 dB/cm, nelements: 23335\n",
      "--- Refinement iteration 28 ---\n",
      "neff: 3.204063, loss: 3.25 dB/cm, nelements: 23363\n",
      "--- Refinement iteration 29 ---\n",
      "neff: 3.203968, loss: 3.23 dB/cm, nelements: 25889\n"
     ]
    }
   ],
   "source": [
    "neff = []\n",
    "loss = []\n",
    "nelements = []\n",
    "\n",
    "mode.make_mesh()\n",
    "for i in range(30):\n",
    "    print(f'--- Refinement iteration {i} ---')\n",
    "\n",
    "    mode.compute_modes(\n",
    "        wavelength=1.55,\n",
    "        num_modes=3,\n",
    "        order=1,\n",
    "        metallic_boundaries=False,\n",
    "        n_guess=3.5,\n",
    "        return_modes=True\n",
    "    )\n",
    "\n",
    "    loss_tmp = []\n",
    "    for opt_mode in mode.modes:\n",
    "        loss_tmp.append(opt_mode.calculate_propagation_loss(1e4))\n",
    "\n",
    "    idx_mode = np.argmin(np.abs(loss_tmp))\n",
    "    # print('Selected mode index for refinement:', idx_mode)\n",
    "    # print('Loss of se:', loss_tmp)\n",
    "\n",
    "    nelements.append(mode.mesh.nelements)\n",
    "    neff.append(mode.modes[idx_mode].n_eff.real)\n",
    "    loss.append(mode.modes[idx_mode].calculate_propagation_loss(1e4))\n",
    "\n",
    "    mode.refine_mesh(mode_for_refinement=mode.modes[idx_mode])\n",
    "\n",
    "    print(f'neff: {neff[-1]:.6f}, loss: {loss[-1]:.2f} dB/cm, nelements: {nelements[-1]}')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "9b33a4e2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure()\n",
    "gs = fig.add_gridspec(2, 2)\n",
    "\n",
    "n_iterations = np.arange(len(nelements))+1\n",
    "\n",
    "ax1 = fig.add_subplot(gs[0, 0])\n",
    "ax2 = fig.add_subplot(gs[0, 1])\n",
    "ax3 = fig.add_subplot(gs[1, 0])\n",
    "\n",
    "ax1.plot(n_iterations, neff, marker='o')\n",
    "ax2.plot(n_iterations, loss, marker='o')\n",
    "ax3.plot(n_iterations, nelements, marker='o')\n",
    "\n",
    "ax1.set_xlabel('Refinement iteration')\n",
    "ax2.set_xlabel('Refinement iteration')\n",
    "ax3.set_xlabel('Refinement iteration')\n",
    "\n",
    "ax1.set_ylabel('Effective index (Re)')\n",
    "ax2.set_ylabel('Propagation loss (dB/m)')\n",
    "ax3.set_ylabel('Number of elements')\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "67823d40",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(<Figure size 640x480 with 1 Axes>, <Axes: >)"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "mode.plot_mesh()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "f790432d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Effective index - mode 0: 3.2451\n",
      "loss - mode 0: 57154.94 dB/cm\n",
      "#------------------------------------------#\n",
      "Effective index - mode 1: 3.2109\n",
      "loss - mode 1: 8.53 dB/cm\n",
      "#------------------------------------------#\n",
      "Effective index - mode 2: 3.2040\n",
      "loss - mode 2: 3.23 dB/cm\n",
      "#------------------------------------------#\n",
      "Effective index - mode 3: 3.1848\n",
      "loss - mode 3: 43124.54 dB/cm\n",
      "#------------------------------------------#\n",
      "Effective index - mode 4: 3.0481\n",
      "loss - mode 4: 2559.31 dB/cm\n",
      "#------------------------------------------#\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1000x300 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1000x300 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1000x300 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1000x300 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1000x300 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "modes = mode.compute_modes(\n",
    "        wavelength=1.55,\n",
    "        num_modes=5,\n",
    "        order=1,\n",
    "        metallic_boundaries=False,\n",
    "        n_guess=3.5,\n",
    "        return_modes=True\n",
    "    )\n",
    "\n",
    "for i in range(len(modes)):\n",
    "    print(f'Effective index - mode {i}: {modes[i].n_eff.real:.4f}')\n",
    "    print(f'loss - mode {i}: {modes[i].calculate_propagation_loss(1e4):.2f} dB/cm')\n",
    "    print('#------------------------------------------#')\n",
    "\n",
    "for i in range(len(modes)):\n",
    "    mode.plot_mode(\n",
    "        mode=modes[i],\n",
    "    )"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "49f76e61",
   "metadata": {},
   "source": [
    "Now that we have found our modes, we will transfer the TE and TM modes to the `PhotonicDevice`:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "1639fa50",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "c:\\Users\\20230622\\AppData\\Local\\anaconda3\\envs\\imodulator_venv\\lib\\site-packages\\skfem\\assembly\\form\\linear_form.py:44: ComplexWarning: Casting complex values to real discards the imaginary part\n",
      "  data[ixs] = self._kernel(vbasis.basis[i], w, dx)\n"
     ]
    }
   ],
   "source": [
    "mode.transfer_results_to_device(\n",
    "    TE_TM_idx=[2,1]\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ddb7dbd3",
   "metadata": {},
   "source": [
    "## Solve the charge transport equations"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "729f22a3",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Charge transport will take place with:\n",
      "p2\n",
      "p1\n",
      "wg2\n",
      "wg1\n",
      "n\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAA20AAAHPCAYAAADAuTIGAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjcsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvTLEjVAAAAAlwSFlzAAAPYQAAD2EBqD+naQAAXGBJREFUeJzt3QmczfX+x/HPLNYYWTKyb9nCjCXrrawpy00qUiGpexXToIgSyZVKjDUiJS2oyL8QyVrWYuxZRpbImuwMM3P+j8/XPefOMKNZfuec3znn9Xw8jpnzO+f8zm/Gz3He5/v9fL5BDofDIQAAAAAAWwr29gEAAAAAANJGaAMAAAAAGyO0AQAAAICNEdoAAAAAwMYIbQAAAABgY4Q2AAAAALAxQhsAAAAA2BihDQAAAABsjNAGAAAAADZGaAMAAAAAGyO0AQAAAPCYlStXSps2baRo0aISFBQkc+fOdftzHj58WJ588kkpWLCg5MqVS6pVqya//PKL+ApCGwAAAACPuXDhgkRERMiECRM88nx//fWXNGzYULJlyybfffed7NixQ0aOHCn58+cXXxHkcDgc3j4IAAAAAIFHR9q+/vpradu2rWtbfHy8vPrqqzJjxgw5ffq0VK1aVd5++21p1KhRpp6jf//+smrVKvnxxx/FVzHSBgAAAMA2evbsKWvWrJGZM2fKli1b5NFHH5X7779f9uzZk6n9ffPNN1K7dm2zn8KFC0uNGjVkypQp4ksYaQMAAABgi5G2gwcPStmyZc1XrXlzatasmdSpU0fefPPNDD9Hzpw5zdc+ffqY4Pbzzz9LdHS0TJo0Sbp06SK+INTbBwAAAAAAauvWrZKYmCgVKlRIsT0+Pt40EVE7d+6UypUr33Q/L7/8srz11lvm+6SkJDPS5gx8OtK2bds2QhsAAAAAZNT58+clJCRENmzYYL4mlydPHvNVR+J+/fXXm+7HGfDU7bffLlWqVElxu4a+2bNni68gtAEAAACwBR0F05G248ePy913353qfbJnzy6VKlVK9z61c+SuXbtSbNu9e7eUKlVKfAWhDQAAAIBHR9Pi4uJc1/ft2yebNm2SAgUKmGmRTzzxhHTu3Nm05dcQd+LECVmyZIlUr15dWrVqleHn6927tzRo0MBMj2zfvr2sX79eJk+ebC6+gkYkAAAAADxm+fLl0rhx4xu2a33ZtGnT5OrVq/Kf//xHpk+fbhbFLlSokNSrV0+GDBliFsXOjHnz5smAAQNMB8oyZcqYpiTPPvus+ApCGwAAAADYGOu0AQAAAICNEdoAAAAAwMYCrhFJQkKCxMbGSnh4uAQHk1kBAACAQJWUlCTHjh0zDU9CQ+0bjex7ZG6igU1XUwcAAAAApR0l77rrLrGrgAttOsLm/IvRhfYAAAAABKYjR46YAR1nRrCrgAttzimRGtiKFy/u7cMBAAAA4GV2L5uy99EBAAAAQIAjtAEAAACAjRHaAAAAAMDGCG0AAAAAYGOENgAAAACwMUIbAAAAANgYoQ0AAAAAbIzQBgAAAAA2RmgDAAAAABsL9fYBAAAAAAgMiUkOWb/vlBw/d1kK580pdcoUkJDgIG8flu15daRt5cqV0qZNGylatKgEBQXJ3Llz//Yxy5cvl5o1a0qOHDmkfPnyMm3aNI8cKwAAAIDM+3bzHxL5xvfSccpaiZ65yXz9x9tLZeG2I94+NNvzami7cOGCREREyIQJE9J1/3379kmrVq2kcePGsmnTJunVq5c888wzsmjRIrcfKwAAAICMj6yt2nNSGo1YJlEzYuXc5YQUtx85c1me+3Qjwc3O0yMfeOABc0mvSZMmSZkyZWTkyJHmeuXKleWnn36SmJgYadGihfgch0Pk4sVr3+fOLRLE0LDPSkoSOXny2veFCokEUy6KLOB8cj9+xwDsyo9enxZsOSL9Zm+R8/Epg9r1HCIy5Nsd0rxKEaZKpsGnzoI1a9ZIs2bNUmzTsKbb0xIfHy9nz551Xc6dOye2oYEtT55rF2d4g2/SF9fw8GsX5wstkFmcT+7H7xiAXfnB65OOrvX8bKM8//nGvw1syUfctNYNftCI5OjRoxKuJ3Ayel3D2KVLlyRXrlw3PGb48OEyZMgQDx4lAAAAEHg0rI1ZvFvGL4+TJB0+yyBtTgI/GGnLjAEDBsiZM2dclx07dnj7kAAAAAC/CmujF++WCq8ukLHLMhfYlHaThB+MtBUpUkSOHTuWYpteDwsLS3WUTWmXSb046agcAAAAAGvq1vp8sUkuJyRlaT9hOUNN+3/4QWirX7++LFiwIMW2xYsXm+0AAAAAPDe6Fj0jVuZttabr47CHqtGExK6h7fz58xIXF5eipb+28i9QoICULFnSTG08fPiwTJ8+3dzevXt3GT9+vPTr10+efvppWbp0qXzxxRcyf/58L/4UAAAAQOCEtXFL9si4pXskMZPTIK/XrHJhaRNR1Jqd+SmvhrZffvnFrLnm1KdPH/O1S5cuZtHsI0eOyMGDB123a7t/DWi9e/eWMWPGSPHixeWDDz7wzXb/AAAAgI8tjq1TIa9aldZMYLtNPuhyl2X781deDW2NGjUSh65VlgYNbqk9JjY21s1HBgAAAMA5utZ+0mrZcPC0ZfvMdvWKxHSIkNZ1ylq2T3/mUzVtAAAAADzbwn/csjizALYVQoNEeq78VKLWfCEhb9AgML0IbQAAAADcWrcWEiQS1aS8RNUrJiFvtbZmpwGE0AYAAADA0hb+ybWqFi5jO9a61h3ywgXL9htICG0AAABAgLO6hb+qVya/TO9WT7KHBlu2z0BFaAMAAAAClDumQuYIDZKY9pHSsjpt/K1CaAMAAAACNKxNWBYnV5Mc7pkKCcsQ2gAAAIAA4o66tVuyB8uIRyIYXXMTQhsAAAAQAK4kJEnnqetk7b5Tlu2zdMFcMuyh6lKvbEFG19yI0AYAAAD4MXc0GdEW/mM6RErryGKW7RNpI7QBAAAAfurbzX9Ir1mxkmjdTEjq1ryA0AYAAAD42cja2r1/yqtzt8r+Py9atl9a+HsPoQ0AAADwoyYj/WZvkfPxCZbtkxb+3kdoAwAAAHycO+rWFFMh7YHQBgAAAPj46FrvWbESb9Xq2LTwtx1CGwAAAOCD3NHCP7JEmPRtUZkW/jZDaAMAAAACfCokdWv2RmgDAAAAArSFv663FtWkvEQ1rcDImo0R2gAAAIAAa+Gv8SyqcTmJbl6RsOYDCG0AAACAjUfW+n61WS5ftW517Jol88mX3RsS1nwIoQ0AAACwmcSgYGk/Y7tsOGLd4tjZQoIk5tEIaR1ZzLJ9wjMIbQAAAICNfFvxHxLd+kVJsiiwhQaL9GxM3ZovI7QBAAAAdqlbm71Z9j/4skiQNeGKxbH9A6ENAAAA8PLi2P1mb5Hz8QnXNlgQ2Gjh718IbQAAAICfrLdGC3//RGgDAAAAvDC61ntWrMQnOizZHy38/RuhDQAAAPCQKwlJ0nnqOlm775Rl+6SFv/8jtAEAAAA+OBUyZ7Zgeffh6rTwDwCENgAAAMDNC2T3mhUriRatj126YC4Z9lB1qVe2IKNrAYLQBgAAALirhf/crbL/z4uWNRkZ0yGSkbUARGgDAAAA3NnC3wLUrQU2QhsAAABg07q1bCFBEvNoBKNrAY7QBgAAAFhQt6Yt/BMsqlsLTbgiPf9RSqL+WYPRNRDaAAAAALvUralWO1bI2HkjJaTfERECGwhtAAAAgD3q1nKEBknM/WWk5dutLdsn/AOhDQAAAPBi3Zp2hYxqUl6imlaQkJMnLNsv/AehDQAAAEjn6JrWrcUnOizZn058jGpcTqKbV6RuDTdFaAMAAABu4kpCknSeuk7W7jtl2T5p4Y+MILQBAAAAqaCFP+yC0AYAAACk0sK/16xYSbSqhX+wSM/G/61bY3QNGURoAwAAANzUwj9FkxHCGjKJ0AYAAICA544W/tStwSqENgAAAAQs6tbgCwhtAAAACEhWt/Cnbg3uQmgDAABAwNWtjfh+p2z6/Yxl+21VLVzGdqxFWINbENoAAAAQENxRt5YjNEhi2kdKy+pFLdsncL3gG7YAAAAAfja61vOzjfL85xstC2zaFbJX0/Ky440HCGwBZPjw4XLXXXdJ3rx5pXDhwtK2bVvZtWvX3z7uyy+/lEqVKknOnDmlWrVqsmDBggw9L6ENAAAAfj26VuW17yxrNKKTH19oXE52D2spvZpXZDpkgFmxYoX06NFD1q5dK4sXL5arV6/KfffdJxcuXEjzMatXr5aOHTtKt27dJDY21gQ9vWzbti3dz8v0SAAAAPidKwlJ0nnqOlm775Rl+6SFPxYuXJji+rRp08yI24YNG+See+5J9TFjxoyR+++/X/r27WuuDx061AS+8ePHy6RJk9L1vIQ2AAAA+A1a+CMzzp07J2fPnnVdz5Ejh7n8nTNnrjWzKVCgQJr3WbNmjfTp0yfFthYtWsjcuXPTfXyENgAAAPiFbzf/Ib1mxUpikjX7o4V/4KhSpUqK64MHD5bXX3/9po9JSkqSXr16ScOGDaVq1app3u/o0aMSHh6eYpte1+3pRWgDAACAz4+utZ+0WjYcPG3ZPmnhH1h27NghxYr9byQ1PaNsWtumdWk//fSTm4+O0AYAAAAfDmtjFu+WccvixJrlsWnhH6jy5s0rYWFh6b5/z549Zd68ebJy5UopXrz4Te9bpEgROXbsWIptel23pxehDQAAAD4X1sYt2SPjlu6RRId1dWs9GpVjKiRuyuFwSFRUlHz99deyfPlyKVOmzM0fICL169eXJUuWmKmUTtqIRLenF6ENAAAAPtXCv88Xm+RygjWFa9StISN0SuTnn38u//d//2dG55x1afny5ZNcuXKZ7zt37mymWuqabio6OlruvfdeGTlypLRq1Upmzpwpv/zyi0yePDndz0toAwAAQEC28KduDRk1ceJE87VRo0Yptn/00Ufy1FNPme8PHjwowcH/Ww67QYMGJugNHDhQXnnlFbnjjjtM58ibNS+5HqENAAAAAdXCn7o1ZGV65N/RaZPXe/TRR80lswhtAAAACIi6tZAgkagmTIWE7yG0AQAAwK/r1jSeRTUuJ9HNKxLW4JMIbQAAAPDburWaJfPJl90bEtbg0/5XIeclEyZMkNKlS0vOnDmlbt26sn79+pvef/To0VKxYkXTnaVEiRLSu3dvuXz5sseOFwAAANZPhez52UapMPA7ywKbToUc/1ikzHn+HwQ2+DyvjrTNmjVL+vTpI5MmTTKBTQNZixYtZNeuXVK4cOEb7q9dV/r37y8ffvih6cKye/du06UlKChIRo0a5ZWfAQAAAJn37eY/pNesWEm0ZiakQVdI+BuvhjYNWs8++6x07drVXNfwNn/+fBPKNJxdb/Xq1dKwYUN5/PHHzXUdoevYsaOsW7fO48cOAACArI2utZ+0WjYcPG3ZPuuVyS/Tu9WT7Lr4GuBHvHZGX7lyRTZs2CDNmjX738EEB5vra9asSfUxOrqmj3FOofztt99kwYIF0rJlyzSfJz4+Xs6ePeu6nDt3zg0/DQAAANIb1kYt2iXlX1lgWWDTFv7vPV5DZv67AYENfslrI20nT56UxMRECQ8PT7Fdr+/cuTPVx+gImz7uH//4h1kjISEhQbp3724WqUuLrkQ+ZMgQy48fAAAA6UcLfyDzfOqjCF2o7s0335T33ntPNm7cKHPmzDHTKYcOHZrmYwYMGCBnzpxxXXbs2OHRYwYAAAh02sL/zkELZfQSawKbhrUXGpeT3cNaSi/a+CMAeG2krVChQhISEiLHjh1LsV2vFylSJNXHvPbaa9KpUyd55plnzPVq1arJhQsX5F//+pe8+uqrZnrl9XLkyGEuTjpFEgAAAL7Zwp8mIwhEXhtpy549u9SqVUuWLFni2paUlGSu169fP9XHXLx48YZgpsFP6XRJAAAA+GcLf2fd2oQnahPYEHC82j1S2/136dJFateuLXXq1DEt/3XkzNlNsnPnzlKsWDFTl6batGljOk7WqFHDLBEQFxdnRt90uzO8AQAAwH9a+FO3Bng5tHXo0EFOnDghgwYNkqNHj0pkZKQsXLjQ1Zzk4MGDKUbWBg4caNZk06+HDx+W2267zQS2YcOGefGnAAAAgNUt/DWeRTUuJ9HUrAES5AiweYWHDh2SEiVKyO+//y7Fixf37sFcuCCSJ8+178+fF7nlFu8eDzLv+HFtfXrte63TTGVxeCDdOJ/cj98xYGlYG7N4t4xbFidWvamsWTKffNm9YWCGNX9/fbLZ+99DdsoGdh1pAwAAgG9yVwv/MR0ipXVkMWt2CPgJQhsAAAAyXLfW54tNctWqtEZXSOCmCG0AAADwSt2aqlcmv0zvVk+yh/rU8sGARxHaAAAA4PG6NW3hH9M+UlpWL2rRHgH/RWgDAACAR+vWaOEPZAyhDQAAADdYsOWIqVu7nGDNgmu08Acyj9AGAAAAlysJSdJ56jpZu++UZfsM6Bb+gAUIbQAAADBTIaNnxMq8rUcs2yct/AFrENoAAAACnLbw7zUrVhKtmQlp0MIfsA6hDQAAIEBZ3cJf41m7mkVleLsIWvgDFiK0AQAABBh3tPCnbg1wH0IbAABAgHBXC3/q1gD3IrQBAAAEAKtb+Cvq1gDPILQBAAD4MXd0haxXJr9M71aPujXAQwhtAAAAfly3Nn55nCRZNBUyR2iQxLSPlJbVi1qzQwDpQmgDAADwI+6qW4tqUl6imlZgKiTgBYQ2AAAAP2F13ZrGs6jG5SS6eUXCGuBFhDYAAAAfdyUhSTpPXSdr952ybJ+08Afsg9AGAADgo9zRZIQW/oD9ENoAAAB80Leb/5Bes2Il0boO/rTwB2yK0AYAAOBjo2vtJ62WDQdPW7ZPWvgD9kZoAwAA8KEW/uOWxYlFTSFp4Q/4CEIbAACAjdHCHwChDQAAIEBa+Cvq1gDfQ2gDAAAIgK6Q1K0BvovQBgAA4MdTIalbA3wfoQ0AAMAmYW3Csji5mmRNWqNuDfAfhDYAAAA/qlvTeBbVuJxEN69IWAP8BKENAADAC64kJEnnqetk7b5Tlu2zZsl88mX3hoQ1wM8Q2gAAAHy8yYhOhRzTIVJaRxazbJ8A7IPQBgAA4CHfbv5Des2KlUTrOvjTwh8IAIQ2AAAAD4yutZ+0WjYcPG3ZPmnhDwQOQhsAAIAbw9qYxbtl3LI4saiDPy38gQBEaAMAAPCB9dYUUyGBwERoAwAAsHELf3VL9mAZ8UgEo2tAgCK0AQAA2LQrZGSJMOnborLUK1uQ0TUggBHaAAAAbDYVkro1AMkR2gAAALLQwl+nQl61KK3pemtRTcpLVNMKjKwBcCG0AQAAeLmFv8azqMblJLp5RcIagBsQ2gAAADI4FXLskj1iVZuRmiXzyZfdGxLWAKSJ0AYAAJDOsDZ+WZwkJFk3FXJMh0hpHVnMkv0B8F+ENgAAAA/WrSnWWwOQEYQ2AAAAD9StqXpl8sv0bvUke2iwZfsE4P8IbQAAANeFtTGLd8u4ZXFi1dgaLfwBZAWhDQAAwE3rrSmmQgLIKkIbAAAIeAu2HDF1a5cTrOoJKXJL9mAZ8UgEo2sAsozQBgAAAnp0LXpGrMzbesSyfZYumEuGPVRd6pUtyOgaAEsQ2gAAQMBxx1TIbCFBEvNoBC38AViO0AYAAAIKLfwB+Br6zQIAgIAZXXv4vVUSNSPWssCmdWvvPV5DJjxRm8AGBIiVK1dKmzZtpGjRohIUFCRz58696f2XL19u7nf95ejRo+l+TkbaAABAQIyuRc+MlSSLBteoWwMC14ULFyQiIkKefvppadeuXboft2vXLgkLC3NdL1y4cLofS2gDAAB+O7K2du+f8urcrbL/z4uW7DMkSGRMh0jq1oAA9sADD5hLRmlIu/XWWzP1nIQ2AADglyNrfb/aLJevWtfCn7o1wH+dO3dOzp4967qeI0cOc7FSZGSkxMfHS9WqVeX111+Xhg0bpvuxhDYAAOBXo2vtJ62WDQdPW7bPemXyy/Ru9SR7KK0AAH9VpUqVFNcHDx5sgpUVbr/9dpk0aZLUrl3bhLYPPvhAGjVqJOvWrZOaNWumax+ENgAA4Bdhbczi3TJuWZxY1RMyR2iQxLSPZHFsIADs2LFDihX737RnK0fZKlasaC5ODRo0kL1790pMTIx88skn6doHoQ0AAPgsd6y3ppgKCQSWvHnzpmgS4m516tSRn376Kd33J7QBAACftGDLEbPe2uUE6+rWtIX/iEciGF0D4FabNm0y0ybTi9AGAAB8bnQtekaszNt6xLJ90sIfQHqdP39e4uLiXNf37dtnQliBAgWkZMmSMmDAADl8+LBMnz7d3D569GgpU6aM3HnnnXL58mVT07Z06VL5/vvv0/2chDYAABCwUyFp4Q8go3755Rdp3Lix63qfPn3M1y5dusi0adPkyJEjcvDgQdftV65ckRdffNEEudy5c0v16tXlhx9+SLGPv+P1NkgTJkyQ0qVLS86cOaVu3bqyfv36m97/9OnT0qNHDzOcqAWCFSpUkAULFnjseAEAgHda+Fd67TsZvcS6wFazZD7ZPawlgQ1AhmjnR4fDccNFA5vSr8uXL3fdv1+/fmZk7tKlS/Lnn3/KsmXLMhTYvD7SNmvWLJNMtQWmBjYdOmzRooVZLTy1FcI1pTZv3tzc9tVXX5kOLwcOHMj0InUAACDwWvjnzBYs7z5cnbAGwGd4NbSNGjVKnn32Wenatau5ruFt/vz58uGHH0r//v1vuL9uP3XqlKxevVqyZctmtukoHQAA8M/RteiZsZJk0cgadWsAfFWGp0eWLVvWDOulNm1Rb0svHTXbsGGDNGvW7H8HExxsrq9ZsybVx3zzzTdSv359Mz0yPDzcrCb+5ptvSmJiYprPowvY6ermzouudg4AAOw7srZqz0lpNGKZRM2wJrBp3dr4xyJled8m0rB8IQIbAP8fadu/f3+qIUnDkRbXpdfJkyfNfjR8JafXd+7cmepjfvvtN9Np5YknnjB1bDo39Pnnn5erV6+aVctTM3z4cBkyZEi6jwsAAHivhX+/2VvkfHyCZftkvTUAARXadJTLadGiRZIvXz7XdQ1fS5YscftUxaSkJFPPNnnyZAkJCZFatWqZoDhixIg0Q5u23HR2dFF6/ypVqrj1OAEAgHdb+Ncrk1+md6sn2UO93nMNADwX2tq2bWu+BgUFmXaWyWl9mQa2kSNHpvuJCxUqZILXsWPHUmzX60WKFEn1MdoxUp9LH+dUuXJlOXr0qJlumT179hseox0m9eKkUyQBAIB/tvDPERokMe0jWRwbQGCGNh3lUrow3M8//2xCV1ZowNKRMh2hcwZCfQ693rNnz1Qf07BhQ/n888/N/bT+Te3evduEudQCGwAAsG9Ym7AsTq5a1WWEqZAA/FiG5wzoit9ZDWxOOm1xypQp8vHHH8uvv/4qzz33nFy4cMHVTbJz585meqOT3q7dI6Ojo01Y006T2ohEG5MAdvL000+n2vRGz2+9DciIN954Qy5evHjDdl3vRW8DfK1u7c5BC816a1YFtluyB8t7j9eQCU/UJrAB8EtBDl0JLoN0NEwvx48fd43AJW/LnxHjx483NWk6xTEyMlLGjh1r1mxzLlyn0y6dC9Up7SzZu3dv2bRpk1mnrVu3bvLyyy+nmDJ5M4cOHZISJUrI77//LsWLFxevunBBJE+ea9+fPy9yyy3ePR5k3vHj2kXn2vfHjknI7bfLkSNHblhvUBvw6PTfhATriuwRuOeTdvLVbTfroIv0/Y4llbVBYf+6NVr4wy/5++uTzd7/HrJTNrCye6R2YtRPdmvXrm2mJWqNW1boVMi0pkMmX0ncSVv+r127NkvPCbiLVkw6zp4V/SxER9py5szpuk3fWGvX09QWjgduRs+n1F5rN2/eLAUKFPDKMQHerFvTFv5jOkSyODaAgJHh0KYLYOvIV6dOndxzRIAPu1WHrytWNG+wK1SocMPtup0lKJBe+a87n5IHN/0Q4Pz589K9e3evHiPwd4tj9/lik1y1Kq2JSM2S+eTL7g0ZWQMQUDIc2rRLY4MGDdxzNICPW6ajIl99JU0eflhmz56dYhREm+WUKlVKihaloxnSZ7SeT0OGyNO9epmwn3ypFT2fdPq4zj4A7Di61n7Satlw8LRl+8wWEiQxj0YwugYgIGU4tD3zzDOmg+Nrr73mniMCfNi9IpJQt65ZFkOnEOscaSCzdHGVhEcekaB8+aRJkyacT260cuVK84FkaGjK/xa1/nT16tVyzz33eO3YfHF0LXpmrFjVFFKXWevZuLxENa3A6BoC0sGDB83r//XT5HXqvNZhlSxZ0mvHBhuHtsuXL5vFrX/44QepXr26WTctuVGjRll5fIDP0Td9X331VZoLvgMZPZ+0c6522IX7NG7cONVmL2fOnDG30ezl70fW1u79U16du1X2/3ljp9PMooU/cG25rdRen7Sjut7G61NgyHBo27Jli+nyqLZt25bitqw2JQH8hY6KrFixwkxfA7KqTp06Ehsba6bXwrPNXrRD5y109v3bFv79Zm+R8/HWdcXVFv4jHolggWzgJq9PWtecvOEZ/FuGQ9uyZVq1A+BmHnjgAenfv79s3brVLCJ//Zu+f/7zn147Nvie559/Xl588UXTlji180lnPSBz2ukfXbuaN0RPPfWU5MiRw3WbfnqtH1RSx+25Fv6RJcKkb4vKtPAHdD1j/WPQIPP6pGVJuXPnTvH6tG7dOtdACvxfhkMb3IeaCv96k53WdGF98WUqAzLiscceM19feOGFFOeR89NXzqfMM61dwsLM7zJv3rySK1euFM1e6tWrJ88++6w3DzEgWvjnCA2SmPaRjKwBycTqH1u3mtcn/RBYX5Oc9PuIiAh56aWXvHmIsFtoa9eunWnzHxYWZr6/mTlz5lh1bAGHmgr/cf2i80BW7Nu3z9uH4Lc+0qlHo0eL5Mwp48aNkzzOBV/hsRb+1K0BqTNz277+Wrq+/LKMHTvWfLCEwJWu0KZtpp1zaZO3nIa1qKkAkBpq2dz/2vvZZ5/JK6+8InfccYe3DydgWvhTtwb8vatXr8onn3xipshXrVrV24cDu4e2jz76KNXvYQ0zdtmxIzUVfubChQumGYm26tX1DZNLPs0NSK8dO3akej5RI5k1wcHBJqzpB2SEttSnQo5dskesmj9QumAuGfZQderWgHTQLu3a0p/ZVsh0TduJEydk165d5vuKFSvKbbfdZuVxBRQzdpkvHzUVfkQ7/bVs2VIuXrxowpsusn3y5ElTRKzTXwltyIjffvtNHnroIVPT4KxlU86Ref4zz7q33npL+vbtKxMnTuTT7GRhbfyyOEmwaMG1kCCRMR0iWRwbyKBXX33VzATQETd9P4HAlOHQpm9Ao6KiZPr06a66nZCQEOncubOpB0je2QYZqKmYOFEXZKKmwk/07t1b2rRpI5MmTTJTiteuXWs+LXvyySclOjra24cHH6PnjK7Fs2TJEvN1/fr1ZlRIp8u8++673j48v6D/h+mHLFrYrx+WJf/wzLkeUqBwR91azZL55MvuDRlZAzJh/PjxEhcXJ0WLFjXT5a8vmdm4caPXjg02Dm19+vQxU76+/fZbadiwodn2008/mZEDfQOhn1Ii46ip8C+bNm2S999/30y70g814uPjpWzZsvLOO+9Ily5d/rahD5DcmjVrZOnSpVKoUCFzTunlH//4hwwfPty89urILrJmtDYjCXDuqFvLFhIkMY9GMLoGZEHbtm29fQjwxdA2e/Zs+eqrr6RRo0aubToNTD+VbN++PaEtk6ip8C86qqZ/p0qnQ2odUuXKlc2o2++//+7tw4OP0emPzq5hGtz++OMPMy1dP3F1TlNH1uiHKYFMR9eiZ8aKRTMhJTRYpGfj8hLVtAKja0AWDR482NuHAF8MbTp9JDw8/Ibt+sZUb0PmUVPhP2rUqCE///yzCeD33nuvDBo0yNS06Xx0/m6RUXrObN682UyNrFu3rhmx1Sl8kydPNiO4sNbly5dvaPaiS97448ja2r1/yqtzt8r+P637/5sW/gBgg9BWv359k/i1pi1nzpxm26VLl2TIkCHmNmQeNRX+480335Rz586Z74cNG2b+bp977jkT4qZOnertw4OPGThwoKknVm+88Ya0bt1a7r77bilYsKDMnDnT24fnF/T3+/LLL8sXX3xhZjxcz9+avSzYckT6zd4i5+MTLNsnLfwB99DXn5iYGPP6lFoHYd4fBoYMh7YxY8ZIixYtpHjx4iZcKP0EWAPcokWL3HGMAYOaCv9Ru3btFKPQCxcu9OrxwLfpa65T+fLlZefOneY/6fz586e6tiMyrl+/frJs2TIz06FTp04yYcIEOXz4sKlN1VkQ/jS6Fj0jVuZtPWLZPmnhD7iXDox88MEHpneEfoin3ST3798vc+fONTN5EBhCMzNNZ8+ePaZphr5xUB07dpQnnnjihpEhZEyg11T4kyZNmsicOXPk1ltvTbH97NmzpqBYm0oA6fX000+bD8ycdW1K2z47u/l++OGHXj0+f6DNtXQGidZrd+3a1YxkakDWukH9/07/j/OHFv7jlu4Rq5pC0mQE8Ax9DZoyZYq0atVKXn/9dfO+u1y5clK9enXTnZplhAJDptZp07b+rBvmXoFSU+Gvli9ffsPfn/Pv9ccff/TKMcF3ffzxx2a0J3loc05N16BBaMs6Hbl01gfqa61zupF26dSpzb7MHS38qVsDPOfo0aNSrVo1870uC3XmzBnzvU6Vf+2117x8dLB1aNNuZbqe2K+//mqua1e8nj17SqVKlaw+voASaDUV/miL/rF9u/l+x44d5oU2+d+fTpMsVoxPpZE+Z3U5kLNnzZIgWiPprCN2nk8LFiww02+RdRrY9u3bJyVLljT/l+nrcJ06dcwI3PUj5oHcwp+6NcDztCTpyJEj5vVJR9i+//57qVmzpml4liNHDm8fHuzc8v+xxx4zNTvOxiM6NKufAGhB/MMPP+yO4wwIgVJT4c8iRSSoWTNTZ6RTJK+nU4j1Aw8gPTQqBFWsaM6nChUq3HC7btdaB2SdTonU+mzt9tq/f39p06aNWdD26tWrMmrUKAn0Fv7UrQHe89BDD8mSJUtM92CdEv/kk0+apmbalKR3797ePjx4SJBDP8LNAE34OrdfO5glpx0lP/30U9m7d6/Y2aFDh6REiRJmrSz95MKrtBtcnjzXvj9/XkpWruyqqdDpObrCvdZUaJv4GTNmmE/VYVPHj4uEh8sBHRn5+WcpW6eOrF+/Xm677TbXXbQjqI6K6GLbQHrOpxV6Ps2ZI00efth8YKZ1bMnPJ623KlqUEY+s/I6NY8e0Y1CKmw8cOCAbNmwwr8FaNxKoLfxDgkTGdIikbg2w0euTDpasXr3adKTWD5h8znXvf+WWW7x6OIfslA2sHGnT4VltX349Tf0jRoyw6rgCkj/XVASKUvpHyZKSlJTk7UOBH7hX/2jY0DVtj06R7qMfmHXo0ME11UgDsV60NlVvS+3/PbuNrPX9arNcvmrda0/Nkvnky+4NGVkDvGzlypXSoEEDCQ299ra9Xr165pKQkGBuu+eee7x9iPCA4Iw+QEeBUmuk8NNPP5luW8h6TYVy1lQoX66pCOTGEfPnz08x9VX/DvVFVz/BBzJC64dXrVrluq5TpyMjI+Xxxx+Xv/76y6vH5k/TI53F/clpLaHeZufRtYffWyVRM2ItC2zaFXL8Y5Ey5/l/ENgAG2jcuHGqa7Hpa5behsCQ4dD2z3/+0zTL0MYjOh1SL/q91gDonNtvvvnGdUHmaiqU/j71jZk2HtD5yn379vX24SGDi2s7l8BYs2aNqY155513pFChQsw/R4bpv39dLkJt3bpV+vTpIy1btjQf8uj3yDqtFEhtJFOnzeTLl0/sOrp2x6sLLGs0Ehos0qtpedk59AGmQwI+8PqkTetu8fLUQth4euTzzz9vvr733nvmktptSk8uuh1mTPI3882aNTPr4PlaTQWu0XnR+vemdPHLRx55RP71r39Jw4YNzWg1kBEazqpUqWK+19o2rWHQDwa07lXDGzKvRrLmQU2bNnVNP1L6f5j+7u+//37x57o1RQt/wH7a6R9du5rXp6eeeipFp0h9fdqyZYuZwYPAkOHQRq2O+/h6TQX+R9dR0U/AtA5JW/M6R0N05FTX1gIyQpuOXLx47Q36Dz/84Hot0MYkzhE4ZE5b/eP++2XTtm3SokUL8283+e+9dOnStumKvGDLEek3e4ucj0+wbJ+08Afsy4zxh4WZkTZdp9M5g8f5+qR1baybHDgytU4b3Dc9Uj/RvX7dJWdNBaHNdzRv3lyeeeYZqVGjhuzevds1GrJ9+3bzJhDICG1GpMFfR2q1K+msWbPMdj237NzpyhcM1j9eeklK33mnWc7Gjmse6eha9IxYmbf1iGX7pIU/YH8f6R9jxkjpSpXkpZdeYipkgMtwTRvcxxdrKpA6rUfUdQxPnDhhprMVLFjQbNfprh07dvT24cHHaE2kTtv76quvzDqOzgXav/vuO1tN3fNluq6i/nt10nDcq1cvmTx5slfD2ujFu6XCqwssC2zawl+bjCzv20Qali9EYAN8gDYzS/7+UBuajR492szkQeBgpM0uNRUNG/pMTQX+nnaK1Dfa12MhZGSGTrOdN2/eDdtjYmK8cjz+SDtxat1pp06d5OjRo6auuGrVqvLZZ5+Z64MGDfJ4k5E+X2ySq4kWrY5NC3/AZz344IPSrl076d69u5w+fVrq1KljpkeePHlSRo0axbJQAYLQZpeailatZNOWLbavqQAAf7Rt2zbzRkjpcivVqlUzyyzoJ9n6RskToc1dTUZyZguWdx+uTkdIwEdp0ynnh3Q646JIkSISGxtrZvLoaxOhLTAQ2uxSU/HKK1K6QgXb1lQAgD+7evWq67VXm73o8jbONTOPHLGulsyTTUaoWwP8gzai0kYkSj9I0lG34OBg04iEtV8DR6ZCm3aQjIuLk+PHj9/QTZJV2bNeU+FsLKA1FZ9//rlp9a3TdgAA7nHnnXfKpEmTpFWrVrJ48WIZOnSo2f7HH3+4alJ9pcmI1q2N6RDJyBrgJ3QJIV0+SNdDXrRokWuJKH0fHhYW5u3Dg11D29q1a83cf0322jgjOdZm86+aCgAIFG+//bZ5QzRixAjp0qWLREREmO3ffPONa9qk1WFt3JI9Mm7pHrGwbI26NcAP6fs/fY+oYU17H2ijM+eom3apRmDIcGjTuf21a9eW+fPny+23355qt0P4bk0FAAQiXfRei/p13bv8+fO7tusHablz57Y8rE1YFidXk6xLa9lCgiTm0QhG1wA/9Mgjj5ilX3SqtvMDJaUBTj9sQmDIcGjbs2ePKYLUoVr4V00F3O/XX381069+++03bx8KfMTm7dvl28mTzULa7du3l0KFCrlu04Chbek//PBDrx6jvwgJCUkR2JRV6yo6w9r4ZXGSYGFYCw0W6dm4vEQ1rcDoGuDHtPmIXpJzxywA+NE6bXXr1jX1bHBfTcWPP/5oaiqcbf7dXVMBz7ly5QpFw0g3XYGnzv33y8yZM830Pf0AZ9myZa7bL126JB9//LFXjxHpa99f6bXvZPSSPZYGtlbVwmXXf1pKr+YVCWwA4OfSNdK2ZcsW1/dRUVHy4osvmhornb6XLVu2FPetXr269UcZIDxdUwHr9dE/dBprGtOpki/eC/yd10Xkpeeek2GjR5saYn1t0BH4L7/8krUbbc5d7fvVLdmDZcQjEdKyelFL9wsA8PHQFhkZaWrXkjceefrpp13fO2+jEYlv1FTAfcbov5c1aySsQIFUbz9//rzHjwm+a7uIfPL44+Z7fX3t16+f6S6r9Q06+nbXXXd5+xDhofb9ihb+ABC40hXa9u3b5/4jgdtrKuB+WunZ+9//lieffz7V2zdt2iS1atXy+HHBN2mF6+kzZ1Js0w5iuj5Phw4dZOTIkV47NtzoSkKSdJ66TtbuO2XpfmkyAgBIV2grVaqU+48E8AO1RWTD5s3yZBq3Xz9iDdxMpIgsW7VKajVvnmL7Y489Zs4jnUYN9zp27Ji8//77aXbvdU6DHPH9Ttn0e8qAnVU0GQGgDh06JLfeeqvkyZPnhgZ2a9asYY3kAJHhRiRa9K7t/p10uo6eSA0aNKDBAgKejnv0uslC6FqneP2C9EBanhORw2l0ju3YsaNMmzaN/6zdTOu3hwwZkuY0yIgh38sTU9dZHthoMgJAX/3rtGhhBk/0vXbnzp1TlFmcOnVKGjdu7NVjhI1b/r/55psyceJE872m+/Hjx8vo0aNl3rx5ZtG/OXPmuOM4AZ9gmvGWKOHtw4Cf0NV3Hho6NM3bdaqkXpB5ps3W9u2azlK9fdeuXR6bBqloMgLAqb+OrgQHy7p16+T06dPSv39/E9J0/V5nKQ2zdwJHhkPb77//7lqjbe7cuaYgXhtlNGzY0DTSAADAl6agBjVrluobnxRNttw4DdIcR4kw6duiMk1GALj8ICJfDxsmtWtr8YXIqlWr5NFHH5UmTZrIkiVLzDZ9fUJgyHBo0/m0f/75p5QsWdIk/T59TJNzyZkzp1kzCFmj/wj1cvz48Rum0bGAru/QT8BSeyHVbfpvRT/4eOqpp6Rr165eOT74Fs4n99E+r++MHClNH9JxzRtt375d2r843EyDtLobpGJkDUBa9OOh/Lfe6rqeI0cOM6NNg5uOuH366adePT7YPLQ1b95cnnnmGalRo4bs3r1bWrZs6fqPjS6HWaN1E2+88Yb5ROX222/n0xMfpk0Lhg0bJg888IBrjb3169fLwoULpUePHqYj63PPPScJCQny7LPPevtwYXOcT+6jvVz/OHr0hoZbzpG10dtCpeA/X6Z9PwCPK6tTuHfskDvq1XNtCw0NNWt1anBr3bq1V48PNg9tEyZMkIEDB5ppkrNnz5aCBQua7Rs2bDCF8ci8SZMmmcYCnTp18vahIIt++ukn+c9//iPdu3dPsV270OkItf7b0YXox44dy5ts/C3OJ/fR3+iFkiVThLVxS/bIxBV7JT7h2mwHKz9Ao30/gPR6QEQmf/KJPJxsbeTkwe3hhx82nSURGIIcAVbBqCd3iRIlTOjURWq96sIFnW967fvz56VgyZLm0/Ny5cp597iQccePi4SHX/v+2DHJU7asWZPNWf/pFBcXZxar1+5Pe/fuNW+0L+h5ACTH+eTx37EULizfbv5D+nyxSa4mWv/fIu37AWT09UnH9y/GxUlYGu8LdXbF4cOHfW9pruve/8ott3j1cA7ZKRtY2fJf/fjjj/Lkk0+aNv96sqhPPvnEfBqMzNNpp59//rm3DwMWKFCggHz77bc3bNdtepvSN9d58+b1wtHB13A+uU9iULCsOnhGGo1YJlEzYi0PbCFBIr2alqd9P4BMTYcLu+51XcdanOMtOuLmc4ENnpseqdNwdPreE088IRs3bpT4+Hiz/cyZM2Y5gAULFmT+aALc5cuXZfLkyfLDDz+YT8yzZcuW4vZRo0Z57diQMa+99pqpMVq2bJmrBunnn382/z50GqxavHix3HvvvV4+UvgCzifrmWmQDTrKxHqPSPxXuy3fv4a1Ho3KSTRBDYAFpk6dKjExMbJnzx5z/Y477pBevXqZD/wRGDI8PVIbkOh6bLrAn36qu3nzZilbtqzExsaaInldiNTObDUEet3wcOObFJRqTcXSpUs9d2zI8lQrbc2r6xg613mqWLGiREVFmRFq4KY4n9wa1sYs3i0TlseJG2ZBMg0SgOX/BwwaP958cK+v+fXr10+xVrK+J9cmdj6F6ZGeGWnTNwz33HPPDdvz5ctnFv5D5umn6PAfunahXgArcD5ljS6IPWDOFpmz8bC4o5BbR9aimhDWAFhv4sSJMmXKlBQN//75z3+aWVka5HwutMEzNW1FihQxxe/X03o2HXEDIGYk+qOPPpLffvvN24cCP8D5lPlRtVV7TkrbCT9JhYHfyWw3BDYNay80Lie7h1GzBsA9rl696lpgO7latWqZZiTwvJUrV0qbNm2kaNGiZjbc3Llz//Yxy5cvl5o1a5r19rSxmHaMd2to03bS0dHRsm7dOnOQf/zxh3z22Wfy0ksvmZoLACLZs2eX4cOHm3+UOuSujXs++OAD11x0ICM4nzIe1kYv3i1VBi2UJ6auk02/6xK11k+D1AYjGtb6tKhEWAPgNtpLQkfbrqd9ELTHBDxPm39FRESYpdDSQ9dTbdWqlVkUXbtBO+sRFy1a5L6aNr27NhzRNxAXL1402zQxamgbOnSo2J2t5q3abE4vrK1BUtpdVT+NWbFihbnogvS6cDrrquCmOJ+yVq+2Ik4Sry2xZrkgR5JEN6vANEgAHvs/IGroUJk+fbp5/1rvvwtt6+DJwYMHzUyM5I3rfKJpnc3e/x7KYjbQQayvv/5a2rZtm+Z9Xn75ZZk/f75s27bNte2xxx4zpWULFy50T02bHtirr74qffv2NdMkdX2gKlWqSB7nLx+AS/78+c0C9Pr11ltvNe15b7vtNm8fFnwU55N36tWMxCuS74/1UuDIeun19hJ3PQsA3EDf6Ou0OqVrcqpChQqZS/IQoO/RkXnnzp2Ts2fPuq7roJRerKCNY5o1a5ZiW4sWLcyIW3plOLQln66jYQ3AjV555RUzd1m7qlauXNm0Yu/fv79p4qNvuIGM4HxKfVRt7d4/ZcT3O90y/dGpdMFcMuyh6lKvbEEJCX7Ibc8DAGmhUZ1nXJ9rBg8eLK+//rol+9bu+uHO0dP/0usaEi9duiS5cuWyLrQ9/fTT6brfhx9+mN5dAn7rrbfeMiMg+g++Xbt2UqFCBW8fEnwY59ONUyAnrtxr+ULYyWULCZKYRyOkdWQxtz0HAMA+duzYIcWK/e8136pRNqukO7RphxNddV3XactgGRwQcHRERGuOdHRk5MiRZmRaR0caNWpkLoH8phsZx/nkoSmQ+p90SJA816gcNWsAEGDy5s0rYWFhbtm3dt8/pjXqyeh1fb70jLJlKLRpZ8gZM2aY7iddu3Y13csKFCggVtDOKyNGjDBDh9qJZdy4cVKnTp2/fdzMmTPNmhUPPvhgulptAp6i57FeXnjhBXNdF6GPiYmRHj16SFJSkiQmJnr7EOFDAvV88tQUSBVZIkz6tqj832mQhDUAgHV0UfQFCxak2LZ48WLXYumWhjYNVtqRZs6cOWYK5IABA0zrym7dusl9992X6eLHWbNmSZ8+fWTSpElSt25dGT16tCnM00W8C/+3Y1pq9u/fbzpW3n333Zl6XsCddDRaR0d0ZEQvuo6hzlvWhTB1hATIiEA7nzSsjVuyRyau2CvxCW5qA6lF+0mJ0m7bUhn+QX/JXrSI254HAOBfzp8/n2Ldah3U0lb+OqBVsmRJk5O047N2/VTdu3eX8ePHS79+/UzJ2dKlS+WLL74wHSXd1vLf6cCBA2bKpB6MLuy3ffv2THWQ1KB21113mR9E6afG2nZTV3jXQvvU6KfKWoCvP/SPP/5o2mWmd6SNlv/wRHve/BUrmn/QOjrinMamHzBoxz/gbwXo+eSJlv3OBbF71C0i0e3qSIgjKcWyCgBg12Vf/IbN3v8eykQ20A9Qdc2163Xp0sXko6eeesoMMOn9kj+md+/epnZOn+e1114z93N798jg4GAzuqaZL7NTc65cuSIbNmwwaTT5frUlprbGTMsbb7xhRuF0lE9D283Ex8ebS/J2noC7ffrpp+ZNtbvmRiOw+Pv55JV6tZMnRDSwAQCQQfrh6c3GvTS4pfYYnTWTWRkKbRp+nNMjdXpO69atzQjZ/fffb8JWRp08edIEvtRaYO7cuTPVx+jzTp061QxBpocuAj5kyJAMHxuQFTp1GLCKP55PGtQ+Xr1PPl17QA6cuuTW56JeDQDg69Id2p5//nnT+EOHD3VaojYl0UX9PElHyTp16iRTpkxJ93PrKJ7WzDnp/FLWlwMA/24sotGsXc2iMrxdhGQPzfiHigAA+GRo00YhWlhXtmxZ03paL6nRkbj00uAVEhKSagtMbY15PV0FXueHtmnTxrVNa+DMDxIaapqXlCtXLsVjrl/NPPlK5wAA/2ks4lxf7bl7ykp084qMqgEAAi+0de7cOdMdItOiaw3VqlVLlixZIm3btnWFML3es2fPG+5fqVIl2bp1a4ptAwcONCNwY8aMMaOAAAB7BLXVe07K2KW7ZcPB05Lk5uU9mQIJAPBnGVpc2x106qJ2Wqldu7ZZm01b/l+4cMGsBecMi7o6udam5cyZU6pWrZri8c7uaddvBwB4r6nI17GH3R7UmAIJAAgUme4eaZUOHTrIiRMnZNCgQWZx7cjISFm4cKGrOcnBgwcz1eQEAOB/tWqulv2NyjEFEgAQMLwe2pROhUxtOqRKvr6BJ0cAAQB/H9Smr90vS3cel6uJbh5Wu75lP2ENABBAbBHaAAC+wZNNRZyoVwMABDpCGwAgXaNqH6/ZJz/8etzttWqKejUAAP6H0AYASDOsjVm8Wyau3OuR6Y+Klv0AANyI0AYASLUD5JyNh8UTUU3H0ZpXKSydG5RhCiQAAKkgtAFAgHNOf1y194Qs2n5U9p646JHnpbEIAADpQ2gDgADljaYiIcEizSuHS6f6pRlVAwAgnQhtABBAvNFURNUpfatENakgDcoXIqgBAJBBhDYACADeaCrCItgAAFiD0AYAfszTTUUUtWoAAFiL0AYAfhjUPl69Tz5de0AOnLrkkefMFizSlFo1AADcgtAGAH5Uqzbi+52y6fczHnveyBJh0rdFZYIaAABuRGgDAB8PatPX7pelO497rFatVIFc8mS90tKlQWnJHqqrrAEAAHcitAGAj/FGq34dQ2tXs6gMbxdBUAMAwMMIbQDgY01Fvo497LFW/dm0qcg9ZekACQCAFxHaAMDuTUVW7qWpCAAAAYzQBgB2rFUrWV1G3N1JNo3d4LHnpakIAAD2RGgDALs1Ffn1mFzt+KZHnpemIgAA2B+hDQC8iKYiAADg7xDaAMBLYW3M4t0yYUWcJHomq9FUBAAAH0VoAwAPBrXVe07K2KW75ZcDp8UTDSB1HK15lcLSuUEZatUAAPBRhDYA8MNW/Tl0VK1ROYlqWoGgBgCAjyO0AYCbmoqs2ntCFm0/KntPXPTI89KqHwAA/0RoAwAfbiqi0x/vu5OgBgCAPyO0AUAW0VQEAAC4E6ENADKBpiIAAMBTCG0AkAE0FQEAAJ5GaAOAdAS1j1fvk0/XHpADpy555DmzXb0iTfeul06vPi31apUnrAEAEMAIbQBwkw6QI77fKZt+P+Ox540sESZ96xSRenUrSYgjSWRybxECGwAAAY3QBgBe7gAZEiTStkZRGd4uQrKHBoscPy6igQ0AAIDQBgD/G1X7eM0++eHX4x6rVatT+laJalJBGpQvxPRHAACQJkIbAAn0Vv0TV+6Vq4meSWq06gcAABlFaAMQkE1Fvt38h2w9fNYjrfqzBYs0rcwC2AAAIHMIbQD8nlebirSoTFADAABZQmgD4Lds0VQEAAAgiwhtAPwKTUUAAIC/IbQB8As0FQEAAP6K0AbAp4Pa6j0nZezS3fLLgdMeaSqiEx6bVyksnRuUoVYNAAB4BKENgE92gBwwZ4t8HXvYY9Mfc+ioWqNyEtW0AkENAAB4FKENgE+gAyQAAAhUhDYAtg9q09ful6U7j3usVq1UgVzyZL3S0qVBaTpAAgAAryO0AbAdbzQV0Wz2YCSt+gEAgP0Q2gDYAk1FAAAAUkdoA+BVNBUBAAC4OUIbAI+jqQgAAED6EdoAeARNRQAAADKH0AbA7WFt3JI9MnHFXolPSPLIc4YEibStQVMRAADgHwhtANw2qvbxmn3yw6/HPVarVqf0rRLVpII0KF+I6Y8AAMBvENoA+HSrfh1V69GonEQ3r0hQAwAAfonQBsCyWrXFO47RARIAAMBihDYAPtNUpNxtueX+qrdLg3KF6AAJAAACBqENQLrRVAQAAMDzCG0AboqmIgAAAN5FaAOQKpqKAAAA2AOhDUAKVxKSZMCcLTJn42Hx0KAaTUUAAABugtAGwAS1j1fvk0/XHpADpy555DmzBYs0rRwuneqXpqkIAADATRDagACvVRvx/U7Z9PsZjz1vZIkw6duiMkENAAAgnQhtQADxVqv+UgVyyZP1SkuXBqXpAAkAAHzehAkTZMSIEXL06FGJiIiQcePGSZ06dVK977Rp06Rr164ptuXIkUMuX76c7ucjtAEBwFtNRWjVDwAA/M2sWbOkT58+MmnSJKlbt66MHj1aWrRoIbt27ZLChQun+piwsDBzu1NQUMZmGxHaAD9GUxEAAABrjRo1Sp599lnX6JmGt/nz58uHH34o/fv3T/UxGtKKFCmS6ecMtsvwYunSpSVnzpwmra5fvz7N+06ZMkXuvvtuyZ8/v7k0a9bspvcHAjGoTVm5V+59Z6lUGPidzPZAYNOmIvffGS6fPVNXdgx9QHrRsh8AAPiQc+fOydmzZ12X+Pj4VO935coV2bBhg8kgTsHBweb6mjVr0tz/+fPnpVSpUlKiRAl58MEHZfv27b410pbR4cXly5dLx44dpUGDBibkvf3223LfffeZH7xYsWJe+RkAb6OpCAAAQOZVqVIlxfXBgwfL66+/fsP9Tp48KYmJiRIeHp5iu17fuXNnqvuuWLGiGYWrXr26nDlzRt59912TZTS/FC9e3DdCW0aHFz/77LMU1z/44AOZPXu2LFmyRDp37uyx4wa8jaYiAAAA1tixY0eKASBtFGKV+vXrm4uTBrbKlSvL+++/L0OHDrV/aHMOLw4YMCBDw4vJXbx4Ua5evSoFChRI9XYd2kw+vKlDn4Cvh7VxS/bIxBV7JT4hySPPqWNo7WrSVAQAAPinvHnzmmYhf6dQoUISEhIix44dS7Fdr6e3Zi1btmxSo0YNiYuLS/fxefXd182GF7V9Znq8/PLLUrRo0RTzSpMbPny45MuXz3W5fugT8KWwNmrRLqkwcIGMXrLHI4EtW0iQvNC4nMS92VJGtq9BYAMAAAEte/bsUqtWLTPLzykpKclcTz6adjOaf7Zu3Sq33357up/X69Mjs+Ktt96SmTNnmjo3rW9LjY7iac2c0+HDhwlu8KmgtnrPSRm7dLf8cuC0RzpAaixrXqWwdG5Qhlo1AACA62i26NKli9SuXduszaY9OS5cuOAq99KSLZ1qqYNH6o033pB69epJ+fLl5fTp02Z9twMHDsgzzzwjPhHasjK8qAV8Gtp++OEHU9SXFp2PmnxOqnaDAXylVu2HX49JomdmQNKqHwAAIB06dOggJ06ckEGDBpnZgZGRkbJw4ULX7MGDBw+aki+nv/76y/Tw0Ptq93sdqVu9enWGBpJC7TK82LZt2xTDiz179kzzce+8844MGzZMFi1aZBIu4Ou81VSk3G255f6qt0uDcoUYVQMAAEgnzSpp5RWdBZhcTEyMuWRFqK8NL2qLf021n3/+uVnbzVn7lidPHnMBfAlNRQAAAGD70JbR4cWJEyearpOPPPJIutZSAOwa1sYs3i0TVsR5bPqjNhV57p6yEs3C1wAAAD7F66Eto8OL+/fv99BRAdaiqQgAAAB8NrQB/uxKQpIMmLNFvo49LEmeKVWjqQgAAIAfIbQBbgpqH6/eJ5+uPSAHTl3yyHNmCxZpWjlcOtUvzagaAACAHyG0ARZJDAqWtSWqyojPt8umoxc99ryRJcKkb4vKBDUAAAA/RWgDrOgAueaQTOz9pcRnyyHigcAWEiTStgYdIAEAAAIBoQ3IwrpqH6/ZJz/8evxarZoGNjfSaFa79K0S1aSCNChfiFE1AACAAEFoAzLRVOT/Nv0hCR7qKkJTEQAAgMBGaAPSOao24vudsun3Mx55TpqKAAAAwInQBtwkqE1fu1+W7jwuVxM9M6pGUxEAAABcj9AGXN9UZMkembhir8QnJHnkOWkqAgAAgJshtAH/DWtjFu+WCSviJNEzWU3q0FQEAAAA6UBoQ0BzNhaZs/GweGICZDZtKnJPWYluXpGgBgAAgHQhtCHgeLqxiE54bF6lsHRuUIZaNQAAAGQYoQ0Bw9P1arTqBwAAgBUIbfB7Hq1XS0qSyKJ5pG/raoyqAQAAwBKENvhtrdrHq/fJt5v/kK2Hz7q1Xk1jWbXw3NLm8zHSZeN8yX7ksEjhQm58RgAAAAQSQhv8hqdr1bRVf49G5a41FTl5QqTP/7n9OQEAABB4CG3wedSqAQAAwJ8R2uCzPFmrli1YpGnlcOlUvzS1agAAAPAoQht8jifXVossESZ9W1QmqAEAAMBrCG3wCZ6sV9No1q5mURneLkKyh+oqawAAAID3ENpgewu2HJF+s7fI+fgEzzUWYVQNAAAANkFog62nQXaeuk7W7jvl1uehsQgAAADsjNCGgJ0GSb0aAAAAfAGhDQHVtl9L1B6MpF4NAAAAvoPQBlt0gvw69rAkuakVpEaz5lUKS+cGZRhVAwAAgM8htMFvp0BSqwYAAAB/QGiD302BpFYNAAAA/oTQBo/4dvMf0ueLTXI10T1zIFlbDQAAAP6K0Aa3T4N8de5W2f/nRbc8B2urAQAAwN8R2uCT0yB1MK1n4/LUqwEAAMDvEdpgaVgbs3i3TFgRJ4luKlnTkbWoJoQ1AAAABA5CGywbWRu3dI+4qWSNaZAAAAAIWIQ2ZDmsjV8WJwluWmSNtv0AAAAIdIQ22G4apPZ+vO/OcOlUvzRt+wEAABDwCG2wzTRIpkACAAAANyK0wesja0yBBAAAANJGaEOariQkyYA5W2TOxsPijoq10gVzybCHqjMFEgAAALgJQhtSHVmLnhEr87Yeccv+s4UEScyjEdI6sphb9g8AAAD4E0IbbpgGOX55nLijGSTTIAEAAICMI7TB7Q1GIkuESd8WlZkGCQAAAGQCoS2AuXudtXpl8sv0bvUke6g28QcAAACQGYS2APXt5j+kzxeb5KobhtZuyR4sIx6JkJbVi1q+bwAAACDQENoCbGRt7d4/5dW5W2X/nxct3z/TIAEAAADrEdoCxIItR6Tf7C1yPj7B0v1qNGtXs6gMbxfBNEgAAADADQhtAbDWWuep62TtvlOW77tVtXAZ27EWo2oAAACAGxHa/JS71lpjZA0AAADwLEKbH46sDZizReZsPCwOi8NaVONyEt28IiNrAAAAgAcR2vyEu0bWFNMgAQAAAO8htPlBWBuzeLeMXx4nVi+1xjprAAAAgPcR2nx8YexxS/eI1Uutsc4aAAAAYB+ENh9t368LY19OSLJ0v6UL5pJhD1VnnTUAAADARghtPsRd7fuzhQRJzKMR0jqymKX7BQAAAJB1hLYAbjKipWo9G5eXqKYVGFkDAAAAbIrQFoBNRkKCRKKaENYAAAAAX0BoC6AmIxrWejRirTUAAADAlxDaAqDJCCNrAAAAgO8itNmpycj7ayxtMqLxLKoxI2sAAACALyO0eVliULBEt35J5g1fael+W1ULl7EdaxHWAAAAAB9HaPOib7cfl159ZktiaDbL9lmvTH6Z3q2eZNfWkAAAAAB8ni3e2U+YMEFKly4tOXPmlLp168r69etvev8vv/xSKlWqZO5frVo1WbBggfiaZ6f/LFFzdlgW2HKEBsl7j9eQmf9uQGADAAAA/Ci/eP3d/axZs6RPnz4yePBg2bhxo0REREiLFi3k+PHjqd5/9erV0rFjR+nWrZvExsZK27ZtzWXbtm3iK4bN3y6Ld6T+82WmyUivpuVlxxsPSMvqRS3ZJwAAAAD75Jcgh8NhYVP5jNNketddd8n48ePN9aSkJClRooRERUVJ//79b7h/hw4d5MKFCzJv3jzXtnr16klkZKRMmjTpb5/v0KFDZv+///67FC9eXLzRcKTiwO8kq790mozYjP4jDQ+/9v2xYyKFC3v7iODLOJ/cj98xALvy99enCxdE8uS59v358yK33OLVwzmUiWzg6fzi9ZG2K1euyIYNG6RZs2b/O6DgYHN9zZo1qT5Gtye/v9Jkm9b94+Pj5ezZs67LuXPnxJs+WbM/y4FNm4zEvdlS+rSoRGADAAAAskgzQvLMoBnCW/nFdqHt5MmTkpiYKOHOTxP+S68fPXo01cfo9ozcf/jw4ZIvXz7XpUqVKuJNB05dzFKTkd3/eUAmPFGbsAYAAABYRDNC8sygGcJb+SUgu0cOGDDAzDl1Onz4sFeDW6kCuTPVZCSmfSQ1a3ZWqNC1KQzO74Gs4HxyP37HAOzK31+fcue+Ni3S+b1N7NixQ4oVK+a6niNHDrETr4a2QoUKSUhIiBxznpj/pdeLFCmS6mN0e0bur7/w5L90He70pk71S8uwBb9KkiN9TUaimpSXqKYVGFmzu+Bg/5tzDu/hfHI/fscA7MrfX5+Cgrxex5aavHnzSlhYmNghv9huemT27NmlVq1asmTJEtc2LeTT6/Xr10/1Mbo9+f3V4sWL07y/3Wg7/mfvLnPT+2g8e6FxOdk9rKX0otEIAAAAYAveyi9enx6pUxe7dOkitWvXljp16sjo0aNNd5WuXbua2zt37myGKp3zSqOjo+Xee++VkSNHSqtWrWTmzJnyyy+/yOTJk8VXDGh5bXrmlB/33TDipk1GxnasRVADAAAAbKiPF/KL10ObtsA8ceKEDBo0yBTjaevLhQsXuor1Dh48aDqyODVo0EA+//xzGThwoLzyyityxx13yNy5c6Vq1ariSzS4vXhfJdNNUpuTaK2bTp1kYWwAAADAvjp4Ib94fZ02T/P2Om0AAAAA7OGQj2QDhnUAAAAAwMYIbQAAAABgY4Q2AAAAALAxQhsAAAAA2BihDQAAAABsjNAGAAAAADZGaAMAAAAAGyO0AQAAAICNEdoAAAAAwMYIbQAAAABgY6ESYJKSkszXI0eOePtQAAAAAHjRkf9mAmdGsKuAC23Hjh0zX+vUqePtQwEAAABgk4xQsmRJsasgh8PhkACSkJAgsbGxEh4eLsHB3pkdeu7cOalSpYrs2LFD8ubN65VjgP/gfIKVOJ9gJc4nWInzCe44n7Zt2yYXL16UGjVqSGiofcezAi602cHZs2clX758cubMGQkLC/P24cDHcT7BSpxPsBLnE6zE+YRAPp9oRAIAAAAANkZoAwAAAAAbI7R5QY4cOWTw4MHmK5BVnE+wEucTrMT5BCtxPiGQzydq2gAAAADAxhhpAwAAAAAbI7QBAAAAgI0R2gAAAADAxghtAAAAAGBjhDY3mDBhgpQuXVpy5swpdevWlfXr19/0/l9++aVUqlTJ3L9atWqyYMECjx0r/Ot8mjZtmgQFBaW46OMAtXLlSmnTpo0ULVrUnBtz587928csX75catasabprlS9f3pxjQGbOJz2Xrn990svRo0c9dsywr+HDh8tdd90lefPmlcKFC0vbtm1l165df/s43kPBqvPJ7u+hCG0WmzVrlvTp08e0EN24caNERERIixYt5Pjx46nef/Xq1dKxY0fp1q2bxMbGmpNKL9u2bfP4scP3zycVFhYmR44ccV0OHDjg0WOGfV24cMGcQ/pBQHrs27dPWrVqJY0bN5ZNmzZJr1695JlnnpFFixa5/Vjhf+eTk75xSv4apW+ogBUrVkiPHj1k7dq1snjxYrl69arcd9995jxLC++hYOX5ZPv3UNryH9apU6eOo0ePHq7riYmJjqJFizqGDx+e6v3bt2/vaNWqVYptdevWdfz73/92+7HC/86njz76yJEvXz4PHiF8lb78f/311ze9T79+/Rx33nlnim0dOnRwtGjRws1HB388n5YtW2bu99dff3nsuOC7jh8/bs6XFStWpHkf3kPByvPJ7u+hGGmz0JUrV2TDhg3SrFkz17bg4GBzfc2aNak+Rrcnv7/SkZS07o/AkZnzSZ0/f15KlSolJUqUkAcffFC2b9/uoSOGv+H1Ce4QGRkpt99+uzRv3lxWrVrl7cOBTZ05c8Z8LVCgQJr34TUKVp5Pdn8PRWiz0MmTJyUxMVHCw8NTbNfrac3Z1+0ZuT8CR2bOp4oVK8qHH34o//d//yeffvqpJCUlSYMGDeTQoUMeOmr4k7Ren86ePSuXLl3y2nHBN2lQmzRpksyePdtc9E1Ro0aNzNRvIDn9v0unYzds2FCqVq2a5v14DwUrzye7v4cK9fYBALBO/fr1zcVJX2wqV64s77//vgwdOtSrxwYgsOkbIr0kf33au3evxMTEyCeffOLVY4O9aC2S1qX99NNP3j4UBND5VN/m76EYabNQoUKFJCQkRI4dO5Ziu14vUqRIqo/R7Rm5PwJHZs6n62XLlk1q1KghcXFxbjpK+LO0Xp+0UDtXrlxeOy74jzp16vD6hBR69uwp8+bNk2XLlknx4sVvel/eQ8HK88nu76EIbRbKnj271KpVS5YsWeLapkOrej15ck9Otye/v9IuN2ndH4EjM+fT9XR65datW820JCCjeH2Cu2lXUl6foLSfjb7B/vrrr2Xp0qVSpkyZv30Mr1Gw8nyy/Xsob3dC8TczZ8505MiRwzFt2jTHjh07HP/6178ct956q+Po0aPm9k6dOjn69+/vuv+qVascoaGhjnfffdfx66+/OgYPHuzIli2bY+vWrV78KeCr59OQIUMcixYtcuzdu9exYcMGx2OPPebImTOnY/v27V78KWAX586dc8TGxpqLvvyPGjXKfH/gwAFzu55Lek45/fbbb47cuXM7+vbta16fJkyY4AgJCXEsXLjQiz8FfPV8iomJccydO9exZ88e839cdHS0Izg42PHDDz948aeAXTz33HOmc9/y5csdR44ccV0uXrzoug/voeDO88nu76EIbW4wbtw4R8mSJR3Zs2c3LdvXrl3ruu3ee+91dOnSJcX9v/jiC0eFChXM/bW99vz5871w1PCH86lXr16u+4aHhztatmzp2Lhxo5eOHHbjbLl+/cV5DulXPaeuf0xkZKQ5p8qWLWtaIgOZOZ/efvttR7ly5cyboAIFCjgaNWrkWLp0qRd/AthJaueSXpK/5vAeCu48n+z+HipI//D2aB8AAAAAIHXUtAEAAACAjRHaAAAAAMDGCG0AAAAAYGOENgAAAACwMUIbAAAAANgYoQ0AAAAAbIzQBgAAAAA2RmgDAHjdU089JW3bthV/9Nprr8m//vUvtz/PpEmTpE2bNm5/HgCA5xHaAAA3DVNBQUHmki1bNilTpoz069dPLl++7O1D8wlHjx6VMWPGyKuvvur253r66adl48aN8uOPP7r9uQAAnkVoAwDc1P333y9HjhyR3377TWJiYuT999+XwYMHe/uwfMIHH3wgDRo0kFKlSrn9ubJnzy6PP/64jB071u3PBQDwLEIbAOCmcuTIIUWKFJESJUqYKYzNmjWTxYsXu25PSkqS4cOHm1G4XLlySUREhHz11Veu2xMTE6Vbt26u2ytWrGhGnzLiwIEDZupf/vz55ZZbbpE777xTFixYYG5bvny5GQmcP3++VK9eXXLmzCn16tWTbdu2uR7/559/SseOHaVYsWKSO3duqVatmsyYMSPFc+jP8c4770j58uXNz1yyZEkZNmyY6/bff/9d2rdvL7feeqsUKFBAHnzwQdm/f/9Nj3vmzJk3TFksXbq0jB49OsW2yMhIef31113X9efRcNy6dWtzvJUrV5Y1a9ZIXFycNGrUyPwONAzu3bs3xX70ub755hu5dOlShn6/AAB7I7QBANJNg9Dq1avNqI6TBrbp06ebmqrt27dL79695cknn5QVK1a4wlDx4sXlyy+/lB07dsigQYPklVdekS+++CLdz9ujRw+Jj4+XlStXytatW+Xtt9+WPHnypLhP3759ZeTIkfLzzz/LbbfdZgLM1atXzW06nbNWrVom2OnPoDVmnTp1kvXr17seP2DAAHnrrbdMDZoe5+effy7h4eHmNt1PixYtJG/evGb64apVq8zz6yjklStXUj3mU6dOmf3Url1bMmPo0KHSuXNn2bRpk1SqVMmMov373/82x/nLL7+Iw+GQnj17pniMPldCQoKsW7cuU88JALApBwAAaejSpYsjJCTEccsttzhy5Mjh0P82goODHV999ZW5/fLly47cuXM7Vq9eneJx3bp1c3Ts2DHN/fbo0cPx8MMPp3ieBx98MM37V6tWzfH666+netuyZcvMcc2cOdO17c8//3TkypXLMWvWrDT32apVK8eLL75ovj979qz5+aZMmZLqfT/55BNHxYoVHUlJSa5t8fHx5jkWLVqU6mNiY2PNcR08eDDF9lKlSjliYmJSbIuIiHAMHjzYdV0fN3DgQNf1NWvWmG1Tp051bZsxY4YjZ86cNzxv/vz5HdOmTUvz5wYA+J5Qb4dGAIC9NW7cWCZOnCgXLlwwNW2hoaHy8MMPm9t0ut7FixelefPmKR6jo081atRwXZ8wYYJ8+OGHcvDgQTN1T2/XKYHp9cILL8hzzz0n33//vZmeqc+vUyGTq1+/vut7nb6o0zB//fVX1xTNN99804zuHT582Dy/jtzp1EOl99PrTZs2TfX5N2/ebH5WHWlLTkfwrp+i6OScoqjTNTMj+c/nHPHTaZ3Jt+nznz17VsLCwlzbdQqq/p0AAPwHoQ0AcFNaP6V1XkqDl9asTZ061dSpnT9/3mzXaYdaL5ac1oU567peeuklM3VRg5UGnxEjRmRoCt8zzzxjpifq82hw0ymZur+oqKh0PV6fT+votJZMg4/+TL169XJNbdSgczP6c+r0ys8+++yG23QqZmoKFSpkvv71118p7hMcHGymNibnnMaZnHbrTF7jltY2nX56/bTMtI4JAOCbqGkDAKSbBg6tRxs4cKAZSapSpYoJZzqCpsEu+UUblyit/9KmGc8//7wZfdPb0hqduhndX/fu3WXOnDny4osvypQpU1LcvnbtWtf3GpR2795tGng4j0Ebh2itnYbOsmXLmtud7rjjDhPclixZkupz16xZU/bs2SOFCxe+4efMly9fqo8pV66cGQHTurbkNFBpN04nHSnbt2+fWEF/rzr6lnyUEwDg+whtAIAMefTRRyUkJMRMedRRMx1F0+YjH3/8sQkNulbYuHHjzHVnINLGGYsWLTJBSRt9aLOQjNBRMX28hhvd/7Jly1yBzOmNN94woUsbjej6cjrS5VywW49BO15qExWdCqkNPY4dO+Z6rE5hfPnll80adNpURX8ODYE6oqieeOIJsz8NftqIRI9Du1bqtM1Dhw6lGXB1KudPP/2UYnuTJk3kk08+MfvRpipdunQxv08r6D41kGpgBAD4D0IbACBDtKZNuxZqe3ytc9MuhxrEdMqiBintqKjTGLXFv9KA1K5dO+nQoYPUrVvXtN/XUbeM0Jo07SDp3H+FChXkvffeS3Ef7fwYHR1tpjHqotbffvutq8uljgzqaJlOsdSW+bqEgTPQOenPoCN42t1Sn0eP9/jx4+Y2rX3TzpW6DID+LHq7Tg/VUa3k9WSpTevU6aHJpzBq98d7773XtPNv1aqVOQ6rQpYuY/Dss89asi8AgH0EaTcSbx8EAACZpSNe2ixFp0TqGmp2ov/FalDVkUhdJ86ddLkFHcXT0cy0pmwCAHwTI20AALiJNguZPHmyWTvN3bROTqd2EtgAwP8w0gYA8Gl2HmkDAMAKhDYAAAAAsDGmRwIAAACAjRHaAAAAAMDGCG0AAAAAYGOENgAAAACwMUIbAAAAANgYoQ0AAAAAbIzQBgAAAAA2RmgDAAAAABsjtAEAAACA2Nf/A20LrR/pR3NNAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 1000x500 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "a=shapely.LineString([\n",
    "    [0,0+0.01],\n",
    "    [0,eopm.h_n+eopm.h_wg1+eopm.h_wg2+eopm.h_p1+eopm.h_p2 - 0.01]]) #simulation line\n",
    "\n",
    "charge=ChargeSimulatorSolcore(\n",
    "    device=eopm.device,\n",
    "    simulation_line=a,\n",
    "    bias_start_stop_step=[0,6,21]\n",
    ")\n",
    "\n",
    "fig, ax = charge.plot_with_simulation_line()\n",
    "\n",
    "ax.set_xlim(-2,2)\n",
    "ax.set_ylim(-1,3)\n",
    "\n",
    "charge.plot_mesh()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "d2e81c1b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Material \"n\" does not have k-data defined. Returning \"zeros\"\n",
      "Material \"wg1\" does not have k-data defined. Returning \"zeros\"\n",
      "Material \"wg2\" does not have k-data defined. Returning \"zeros\"\n",
      "Material \"p1\" does not have k-data defined. Returning \"zeros\"\n",
      "Material \"p2\" does not have k-data defined. Returning \"zeros\"\n",
      "Solving IV of the junctions...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "c:\\Users\\20230622\\AppData\\Local\\anaconda3\\envs\\imodulator_venv\\lib\\site-packages\\solcore\\sesame_drift_diffusion\\solve_pdd.py:193: UserWarning: All voltages are positive, but junction has been identified as n-p, so the  open-circuit voltage (Voc) of the junction will be negative.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Solving IV of the tunnel junctions...\n",
      "Solving IV of the total solar cell...\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 600x800 with 7 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "charge.solve_PDD(\n",
    "    verbose = True*0,\n",
    "    tol = 1e-6,\n",
    "    max_iter = 1000,\n",
    "    smooth_output=True*0,\n",
    ")\n",
    "\n",
    "charge.plot_results(\n",
    "    V_idx = [0, 5, 10, 20],\n",
    "    cmap = 'plasma'\n",
    "    )"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ecabb86d",
   "metadata": {},
   "source": [
    "And now we transfer again the results to the ``PhotonicDevice`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "3288fb8f",
   "metadata": {},
   "outputs": [],
   "source": [
    "charge.transfer_results_to_device(xmin=-2, xmax=2, dx = 0.01)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "02d93b48",
   "metadata": {},
   "source": [
    "## Calculate the electro optic response\n",
    "\n",
    "We now have all the data necessary to perform the electro-optic calculations. We start by initializing the `ElectroOpticSimulator`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "b1be3665",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, 'y (um)')"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "EO=ElectroOpticalSimulator(\n",
    "\tdevice=eopm.device,\n",
    "\tsimulation_window=shapely.box(-3,-1,3,5)\n",
    "\t)\n",
    "\n",
    "EO.make_mesh()\n",
    "\n",
    "fig, ax = EO.plot_mesh()\n",
    "EO.plot_polygons(ax=ax)\n",
    "\n",
    "ax.set_xlabel('x (um)')\n",
    "ax.set_ylabel('y (um)')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "359b5343",
   "metadata": {},
   "source": [
    "We can now calculate the $\\Delta \\bar{\\epsilon}(x,y,V)$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "89bc3cc2",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "c:\\Users\\20230622\\AppData\\Local\\anaconda3\\envs\\imodulator_venv\\lib\\site-packages\\pint\\facets\\numpy\\numpy_func.py:322: RuntimeWarning: invalid value encountered in sqrt\n",
      "  result_magnitude = func(*stripped_args, **stripped_kwargs)\n",
      "c:\\Users\\20230622\\AppData\\Local\\anaconda3\\envs\\imodulator_venv\\lib\\site-packages\\pint\\facets\\plain\\quantity.py:1271: RuntimeWarning: invalid value encountered in power\n",
      "  magnitude = new_self._magnitude**exponent\n",
      "c:\\Users\\20230622\\AppData\\Local\\anaconda3\\envs\\imodulator_venv\\lib\\site-packages\\pint\\facets\\plain\\quantity.py:1271: RuntimeWarning: invalid value encountered in sqrt\n",
      "  magnitude = new_self._magnitude**exponent\n",
      "c:\\Users\\20230622\\AppData\\Local\\anaconda3\\envs\\imodulator_venv\\lib\\site-packages\\pint\\facets\\plain\\quantity.py:1006: RuntimeWarning: divide by zero encountered in divide\n",
      "  magnitude = magnitude_op(new_self._magnitude, other._magnitude)\n",
      "c:\\Users\\20230622\\AppData\\Local\\anaconda3\\envs\\imodulator_venv\\lib\\site-packages\\pint\\facets\\plain\\quantity.py:1006: RuntimeWarning: invalid value encountered in divide\n",
      "  magnitude = magnitude_op(new_self._magnitude, other._magnitude)\n",
      "C:\\Users\\20230622\\OneDrive - TU Eindhoven\\PhD\\Python packages\\photonmod\\src\\imodulator\\ElectroOpticalSimulator.py:367: UnitStrippedWarning: The unit of the quantity is stripped when downcasting to ndarray.\n",
      "  epsilon_optical_all[EO_model_name]['dperms'][:, :, vertices_idxs, voltage_idx, perm_idx] = perm\n",
      "c:\\Users\\20230622\\AppData\\Local\\anaconda3\\envs\\imodulator_venv\\lib\\site-packages\\pint\\facets\\numpy\\numpy_func.py:322: RuntimeWarning: invalid value encountered in log\n",
      "  result_magnitude = func(*stripped_args, **stripped_kwargs)\n"
     ]
    }
   ],
   "source": [
    "EO.get_epsilon_optical()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7e9fa7b2",
   "metadata": {},
   "source": [
    "It is instructive to understand the structure of the `EO.epsilon_optical` object as it became quite complex out of necessity to allow for future models. This object is stored as a dictionary. Each key of this dictionary aims to capture the effects induced by an `ElectroOpticalModel`. In our case we have only `InGaAsPElectroOpticalModel`:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "a610e24a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "dict_keys(['InGaAsPElectroOpticalModel'])"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "EO.epsilon_optical.keys()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e3de5c73",
   "metadata": {},
   "source": [
    "Now, each key to an `ElectroOpticalModel` is again a dictionary because it can happen that a single `ElectroOpticalModel` has various contributions to the overall electro-optic response. For example, the `InGaAsPElectroOpticalModel` has 5 different contributions: 3 charge effects (plasma, band-filling and intervalence effects) and 2 field effects (pockels and kerr). It may be useful for you, as a designer to account for this distinction. For example if you design for 100GHz+ you may want to focus on optimizing field effects rather than charge effects since they are fundamentally limited. If you are designing for lower frequencies you may be interested in a balance between charge effects and field effects. The structure of this nested dictionary gives you two keys: `dperms` and `labels`. The `dperms` are the actual changes in permitivity induced by the various effects, and the `labels` is just a list which lets you retrieve the `dperm` for each of the effects. The `dperms` array has a shape of the shape [3,3,mesh points, voltage values, effects]."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "ac9037d6",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "dict_keys(['dperms', 'labels'])\n",
      "(3, 3, 2247, 21, 5)\n",
      "['Bandfilling', 'Plasma', 'Intervalence', 'Pockels', 'Kerr']\n"
     ]
    }
   ],
   "source": [
    "print(EO.epsilon_optical['InGaAsPElectroOpticalModel'].keys())\n",
    "print(EO.epsilon_optical['InGaAsPElectroOpticalModel']['dperms'].shape)\n",
    "print(EO.epsilon_optical['InGaAsPElectroOpticalModel']['labels'])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "72adce55",
   "metadata": {},
   "source": [
    "Armed with this information we can actually inspect the $\\Delta \\bar{\\epsilon}$ for the various effects:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "7c081193",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1000x500 with 10 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Here we will inspect some of the calculated properties\n",
    "# We know we are working with InGaAsP materials so we'll focus on those ElectroOpticalModel properties\n",
    "\n",
    "V_values = list(eopm.device.charge['V'])\n",
    "idx_voltage1 = -1\n",
    "idx_voltage2 = 0\n",
    "\n",
    "fig = plt.figure(figsize=(10, 5))\n",
    "gs = fig.add_gridspec(2, 3)\n",
    "\n",
    "ax1 = fig.add_subplot(gs[0, 0])\n",
    "ax2 = fig.add_subplot(gs[0, 1])\n",
    "ax3 = fig.add_subplot(gs[0, 2])\n",
    "ax4 = fig.add_subplot(gs[1, 0])\n",
    "ax5 = fig.add_subplot(gs[1, 1])\n",
    "\n",
    "axes = [ax1, ax2, ax3, ax4, ax5]\n",
    "\n",
    "tensor_elements = [\n",
    "    (0,0),\n",
    "    (0,0),\n",
    "    (0,0),\n",
    "    (0,2),\n",
    "    (0,0)\n",
    "]\n",
    "\n",
    "for idx_effect in range(5):\n",
    "    e11,e22 = tensor_elements[idx_effect]\n",
    "    eps1 = EO.epsilon_optical['InGaAsPElectroOpticalModel']['dperms'][e11,e22, :, idx_voltage1, idx_effect]\n",
    "    eps2 = EO.epsilon_optical['InGaAsPElectroOpticalModel']['dperms'][e11,e22, :, idx_voltage2, idx_effect]\n",
    "    label = EO.epsilon_optical['InGaAsPElectroOpticalModel']['labels'][idx_effect]\n",
    "\n",
    "    ax = axes[idx_effect]\n",
    "\n",
    "    EO.basis.plot((eps2 - eps1).imag, ax=ax, cmap='plasma', colorbar=True)\n",
    "    # scat= ax.scatter(\n",
    "    #     EO.mesh.p[0],\n",
    "    #     EO.mesh.p[1],\n",
    "    #     c=(eps2 - eps1).imag,\n",
    "    # )\n",
    "    # fig.colorbar(scat, ax=ax, label=f'Imaginary part of $\\\\Delta \\\\epsilon_{{{e11,e22}}}$')\n",
    "    ax.set_title(f'{label} $\\\\epsilon_{{{e11,e22}}}$ \\n(V={V_values[idx_voltage2]} V - {V_values[idx_voltage1]} V)', fontsize=10)\n",
    "\n",
    "    EO.plot_polygons(fig = fig, ax=ax)\n",
    "\n",
    "\n",
    "fig.tight_layout()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "928f1514",
   "metadata": {},
   "source": [
    "Finally, we can calculate the electro-optic response, considering the overlap with the optical field. In the following, we will consider the following:\n",
    "\n",
    "- We are intered in phase modulation of the TE and TM modes. Cross modulation will be explored in another tutorial.\n",
    "- We will rotate the permitivity around the y axis by 45deg so that the contribution of the pockels effect is positive.\n",
    "- We will calculate the electro-optic response with respect to 0V."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "8331e007",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAxoAAAGMCAYAAABd4NQlAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjcsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvTLEjVAAAAAlwSFlzAAAPYQAAD2EBqD+naQAA43dJREFUeJzsnQV4FGcXhU9c8SR4cHe34m5FSoFSo0aNUqHFSvHi1Cil9tOWthQr7u7u7h4kCQSI+/+cm86yCUlIQpKN3Pd5huzOzO5+K8zM+e6951pFR0dHQ1EURVEURVEUJRWxTs0nUxRFURRFURRFISo0FEVRFEVRFEVJdVRoKIqiKIqiKIqS6qjQUBRFURRFURQl1VGhoSiKoiiKoihKqqNCQ1EURVEURVGUVEeFhqIoiqIoiqIoqY4KDUVRFEVRFEVRUh0VGoqiKIqiKIqipDoqNBRFURQlC/D777/DysoKV65cSbfX5GvxNfnaGZ3ixYujU6dOlh6GksHJTL/pzIAKDUVRFEVJpYt8Y3F0dEShQoXQtm1bfPfdd/D397f0ELMFp06dwqhRo9JEbM2bNw8vvfQSypQpI99xs2bNkF2gSDP/fSe0GBfnie3zzjvvWPrtKOmIbXq+mKIoiqJkZcaMGYMSJUogPDwct2/fxpYtW/DRRx/hq6++wrJly1C1atU0e+2XX34ZvXv3hoODA7Kz0Bg9erSIAF4cpyYzZ87EwYMHUadOHdy9exfZiW+++QYBAQGm+6tWrcI///yDr7/+Gm5ubqb1DRs2NN1u3bo1Xnnllceeq2zZsukwYiWjoEJDURRFUVKJ9u3bo3bt2qb7Q4cOxaZNmyRl59lnn8Xp06fh5OSUJq9tY2Mji5I2/PnnnyhcuDCsra1RuXJlZCe6du0a6z5FNIUG1yck6CgoGAFSsjeaOqUoiqIoaUiLFi3wxRdf4OrVq/jrr79ibTtz5gx69OiBvHnzSroVRQojHwYHDhyQdJM//vjjseddu3atbFuxYkWiNRqrV69G06ZNkSNHDuTMmVNm5OfMmRNrn71796Jdu3bIlSsXnJ2dZf+dO3em+D0/6X2Zj5ev88knn8Dd3R0uLi7o1q0bfHx8Yu0bFRUlKVFMR+P4mjdvLtELXuT27dvX9HzPP/+83OZ2I1WHUSVzduzYgbp168q4SpYsidmzZyfpPRUtWlRERkrgGDiW+fPnS8SFgoXfBz+jBw8eIDQ0VCJfHh4ecHV1xWuvvSbrzOHj+/fvjwULFqBixYoiWBs0aIDjx4/L9p9++gmlS5eW98WITnrW6qQm/J75Xs+dOydChb9J/jb4fyg6OhrXr19Hly5d5LdcoEABTJs27bHn8Pb2xhtvvIH8+fPL51GtWrV4/w/dv39ffj98jdy5c+PVV1+VdSn9TSuPo0JDURRFUdIYpjWRdevWmdadPHkS9evXlyjHkCFD5IKJF9qcJV68eLHsw4sZXgzzAjW+moE8efJIHUhC8OK7Y8eOuHfvnkRXJk6ciOrVq2PNmjWmfRhxadKkCR4+fIiRI0di/PjxcrFFgbRv375kv9ekvC9zPvjgAxw9elRe+91338Xy5cvlgtocjp0X6Pw8pkyZInUSfN+BgYGmffgeBgwYILeHDRsmEQguFSpUMO1z4cIFuVhkWg/Hxc+PF5occ3owYcIEEYj8XF5//XUsWrRIahZ4mxfWvMju3r27fG+TJk167PHbt2/HwIED5YKY+/IzZrRsxowZUgv03nvv4bPPPsPu3bvlOS1JSEgIfH19H1vCwsKS9PhevXqJwORvtl69ehg3bpykcPG7o1Dj50Nh9emnn2Lbtm2mxwUHB4vQ4nf/4osvyu+FQoLf87fffmvaj6KFgoX7UdDw+W/cuCGf7dP+phUzohVFURRFeSp+++23aJ5S9+/fn+A+uXLliq5Ro4bpfsuWLaOrVKkSHRISYloXFRUV3bBhw+gyZcqY1g0dOjTazs4u+t69e6Z1oaGh0blz545+/fXXHxvD5cuX5f79+/ejc+TIEV2vXr3o4ODgWGPh6xh/+Vpt27Y1rSNBQUHRJUqUiG7dunWi75uvxdfkayf3fRnjbdWqVazX/vjjj6NtbGxk/OT27dvRtra20V27do312qNGjZLHv/rqq6Z1CxYskHWbN29+bKzFihWTbdu2bTOt8/b2jnZwcIgeOHBgdHKoVKlSdNOmTZO8P8fD165cuXJ0WFiYaf0LL7wQbWVlFd2+fftY+zdo0EDGaw4fz7Ea3y/56aefZH2BAgWiHz58GOs3Y/5bSG2mTJmS6PNzW0LLP//8k+hzjxw5Uvbr16+faV1ERER0kSJF5LOaOHGiab2fn1+0k5NTrN/AN998I4//66+/TOv4mfMzdXV1NX1OS5Yskf0mT54c63UaN26c4t+08jga0VAURVGUdIApMYb7FCMMjCT07NlT1hmzvSwy5kz9+fPn4eXlZZrZZXE5Z78NGBlh1IHbEmL9+vXy3JyBZaqHOUxNIUeOHJHX6tOnj7y2MQ5GClq2bCkzxZxVTirJeV8G/fr1M42HNG7cGJGRkZJqRjZu3IiIiAiZrY8bCUkuTDni8xswJadcuXK4dOkS0gMWR9vZ2Znuc6ae1+Vxow9czxQhvm9z+J2Y10RwP/Lcc89JKlbc9en1vuKD0QL+BuMuTGtLCm+++abpNmuPGM3iZ8WUKAOmO8X9/liozpSqF154wbSOnzmjXSxo37p1q2k/W1tbiaKZv07c31VKftPKI7QYXFEURVHSAV7kMAffSOHhRRPzzrnEB/PMmSLC/PLy5ctLqpRxkcXbdPthelNCXLx4Uf4mVrjMiyQSX7qIAWsImGKUFJLzvgw8PT1jbTdey8/PT/4agoNpMuYwVz6p40rotYzXM14rrYn7+kzpMeo/4q6nwONnny9fvhQ9niT2vpjCxItocyi8UstQoEiRImjVqlWKHx/fe6VgNne5Mtabu4Dx98LUurj1NEYKnfF74t+CBQvKBIA5FC5P+5tWHqFCQ1EURVHSGOZ+86LRuFg2ogTML0+oxsL8wpqRiy+//FJmUjlzzSJUzthyRvZpMMbBPHbWbsRH3AuxpDxfUt8XSejCNiYDJ3VJz9dKzusndVxP+3hzdu3a9Vh04fLly6luC5xS4ntPlvj+UvKbVh6hQkNRFEVR0hgWnBLjQoUF3kZKR1JmfSk0WAz977//ipMOC7fZMyMxSpUqJX9PnDiR4IWQsQ8dfJ5m9tkgue8rKRQrVsw0s8weJQacxY47Y2+egqUkDiNlTGUyhylHmR3+Xo4dOyYCwTyqQdcoY7vxl2l5jDSai+mzZ8+m+W86O6E1GoqiKIqShjC/e+zYsXKRTBccwhQqOuPQkvTWrVuPPSauvSvTPqpUqSIpU1yY8kGXpcRo06aNRD/odEQHoPhmgGvVqiViY+rUqbEasiU0jieR3PeVFFiXwMgNG+aZ8/333z+2L52ASEIWpUrslDFeOJsvcWt5MiMdOnSQPh/8f2LAWpfp06eLoKB1s7Ef15v/rlgbxP3S+jedndCIhqIoiqKkEuxZwZlTXsDcuXNHRAZnjTl7ynQn8ws5WpI+88wzIiDeeustmTnlY2hNylQrWr7GjWqMGDFCnoO1Gk/q6cAoBTs3s6iWvTNY8M2LSz5vUFCQ9BXgc/z666/SaLBSpUrSv4G55ixu3bx5szwH7WaTQ3Lf15NgBOfDDz8US1E2PWS/Dz4HP2vm65tHMZj+xfQaWp8yVY1d0lnHYtTGPA0sjDdsVHlxyYJ5WqISir4nCb/sBu164/aNMb5PWtSmFTQXoCignS07uTMVbOHChdKvhfa4RtF8586d0ahRIzFLYM8RGgXQcIG/m7T+TWcnVGgoiqIoSipBIUDs7e2lWJkXJry44QW8uSsQ4YUNG/IxJYp9E5gKxAviGjVqmJ4nrtAYPny4iITE3KbMoSDhc7IXAaMqTP9gYfnHH39s2oeztbxg4nZGCRjZYAoNnYvefvvtZH8GyX1fSYHCgY36fvnlF2zYsEEa1dF5ixd/5uKN4/7xxx8lisP3zhlqCqbUEBoUjXxP5hjFwewBokIjNobLVFwYUUhLocFGhmyQSAFBMc00QxZ4//bbb6bmjoQim+KfjRIpiChYKWQpaPlbTevfdHbBih63lh6EoiiKoihKcmB6FCM0jCp8/vnnlh6OoijxoDUaiqIoiqJkaNjtOS6MFBkRGUVRMiaaOqUoiqIoSoaGhb1MWWEBLwt6d+zYgX/++UcK3plnryhKxkSFhqIoiqIoGZqqVauK89TkyZMl594oEDeKsRVFyZhojYaiKIqiKIqiKKmO1mgoiqIoiqIoipLqqNBQFEVRFEVRFCXVUaGhKIqiKIqiKEqqo0JDURRFURRFUZRUR4WGoiiKoiiKoiipjgoNRVEURVEURVFSHRUaiqIoiqIoiqKkOio0FEVRFEVRFEVJdVRoKIqiKIqiKIqS6qjQUBRFURRFURQl1VGhoSiKoiiKoihKqqNCQ1EURVEURVGUVEeFhqIoiqIoiqIoqY4KDUVRFEVRFEVRUh0VGoqiKIqiKIqipDoqNBRFURRFURRFSXVUaCiKoiiKoiiKkuqo0FAURVEURVEUJdVRoaEoiqIoiqIoSqqjQkNRFEVRFEVRlFRHhYaiKIqiKIqiKKmOCg0lw2NlZYVRo0ZZehgZioiICAwaNAhFixaFtbU1unbtiozA77//Lt/XlStXLD0URVGyAdn1/NC3b1+4uroiK7Flyxb5PvlXyTqo0FAsekGa0LJnz550GUdQUJCcpDLbgW3WrFmYMmUKevTogT/++AMff/xxur7++PHjsWTJknR9TUVRsgd6fsja/PDDD/IdK9kDW0sPQMnejBkzBiVKlHhsfenSpdPtRDJ69Gi53axZM2QWNm3ahMKFC+Prr7+2yOtTaFDkxI2kvPzyy+jduzccHBwsMi5FUbIOen7IukLDzc1NojLmNGnSBMHBwbC3t7fY2JTUR4WGYlHat2+P2rVrI7MQGBgIFxeXNDmhOTs7J3l/b29v5M6dO0kpVlFRUel24LaxsZFFURTladHzQ8YnJCREzi9M4X1a+ByOjo6pMi4l46CpU0qmxMvLC6+//jry588vs+eVKlWSdKL4DoIMfZctW1YOYAULFkT37t1x8eJFqSNwd3eX/ThrZYTljXxfIweW+3bo0AE5cuTAiy++aDqhDBw4UGok+PrlypXD1KlTER0d/cSxc2ascuXKOHjwoMzgUGAMGzZMtoWGhmLkyJEyY8fn5fOzFoPrCcfMMW7evBknT540jZmhfWMbx/HNN9+gVKlS8hynTp1CWFgYRowYgVq1aiFXrlxyMmzcuLE8T1woTL799ltUqVJFPjN+Ru3atcOBAwdkO1+D758pW8brGzNTCdVocAaL3xHHU6hQIbz//vu4f/9+vJ8Lx9u8eXP5XBi1mTx5chJ/FYqiKJn7/LB9+3Y8//zz8PT0NJ0DmBrLmf74uHTpEtq2bSvHdB5bGQWK+zpz586VYz/HmDNnTjm28xgf93n4unnz5pVjb/369bFy5cp4ayj4fMOHD5fjM/d9+PCh6di/bds2vP3228iXL5+81iuvvAI/Pz/TcxQvXlzOXVu3bjV9pka0KKEajQULFsj4nZycJBLy0ksvyXdsjvF9cD0j7bzN7+/TTz9FZGTkEz93Je3QiIZiUR48eABfX99Y63ig4UEqIe7cuSMHQe7Xv39/OZisXr0ab7zxhhzwPvroI9mPB5dOnTph48aNks7z4Ycfwt/fH+vXr8eJEyfQqlUrzJw5E++++y66desmJxhStWrVWBEBHsSfeeYZOVHwoMqD+LPPPisX6XzN6tWrY+3atfjss8/kIJeUdKa7d+/KbB3HxYMmT4i8wOfz7tixA/369UOFChVw/Phxeb5z585JTQTf659//okvv/wSAQEBmDBhgjwf9zVORL/99pucQPkcPFHxxMHP5ddff8ULL7yAt956Sz6H//3vf/Le9u3bJ+/BgO+JJw2O780335TPgCc/5kVzdpGvz/V169aV1yAUNQnBEzNP1Py8+VmfPXtWPvf9+/dj586dsLOzM+3LExJFDb+Lnj17YuHChRg8eLCcGDkeRVGyD9nx/MCLaka4+bp8nzw+T58+HTdu3JBt5vA98HjJ98sJmTVr1shEFcdFwUH4fnjcb9myJSZNmiTrTp8+LcdevmfjM2vYsKG87oABA+R1OZHE98FjMN+/OWPHjpUoBi/iOQlmHjHnZ85oO4/7xrH+6tWrJhHBSbAPPvhAhMDnn38uj+H5LyF4LnrttddQp04dOd9xrBRJHP/hw4djRfb5efD7qFevnnwfGzZswLRp0+T8xM9TsRDRimIBfvvtN065xLs4ODjE2pfrRo4cabr/xhtvRBcsWDDa19c31n69e/eOzpUrV3RQUJDcnzVrljz2q6++euz1o6Ki5K+Pj89jz2/w6quvyrYhQ4bEWr9kyRJZP27cuFjre/ToEW1lZRV94cKFRN9706ZN5fE//vhjrPV//vlntLW1dfT27dtjred+3H/nzp2xnqNSpUqx9rt8+bLslzNnzmhvb+9Y2yIiIqJDQ0NjrfPz84vOnz9/9Ouvv25at2nTJnmOAQMGJPiZERcXF/l8EvpeORbCcdjb20e3adMmOjIy0rTf999/L/vxO4r7ucyePdu0jmMuUKBA9HPPPffYaymKkjXJzucHY3zmTJgwQR579erVx17/gw8+iDXujh07yjGXYycffvihnBN4DkiIjz76SJ7L/Nzj7+8fXaJEiejixYubjt2bN2+W/UqWLPnYOI3vrFatWtFhYWGm9ZMnT5b1S5cuNa3juYvH+7gYz8+/hM/j4eERXbly5ejg4GDTfitWrJD9RowY8djnMWbMmFjPWaNGDRmTYjk0dUqxKDNmzJAZF/OFs08JwfPKv//+i86dO8ttznYZC2cyOAN26NAh2Zf7MczK2ZO4cGYlqcSdCVm1apXUIXDmxxyGyjmmxMZvwEgDZ2nM4WwVIxPly5eP9b5atGgh2+NLc4qP5557zhTyN+B4jVknRk7u3bsns16MUBifl/GZ8bPhrNjTfGYGnFFi2hZnEc1zeBlVYVg9bmies1yM8BhwzIycMKyvKEr2IjueH5geZMAULI6d0QY+ljP4cWEEwXzcvM9jLo+9hDP+fB5+dgnBMfM4y8iM+bGYEWumkDGd1ZxXX3011jjN4WPMo9T8fGxtbeU1kgvTdVmP+N5778Wq3ejYsaOcJ+OeP8g777wT6z5ThPX8YVk0dUqxKDy4JafYz8fHR3L7f/75Z1nigwcmwtxZ5sbyIJdS+NgiRYrEWscwMHNhme9qDkWCsf1JMLc1boH2+fPnJaQdVyTEfV9PIj6XFsJQOMPIZ86cQXh4eLz78zPje2O6VWpgfBb8Hszhey9ZsuRjnxU/67gn+Tx58uDYsWOpMh5FUTIP2fH8cO3aNamnW7ZsWazaBkKhZA4nb3gcNYf1JsSok+NF+vz58yX1lOedNm3aSFoqU67Mx8x0o7iYj5n1c086x5AyZcrEuk/BwtqXlPRWSuj8QSg0mGZsjlFTGPf8EfdzVNIXFRpKpoKz8YSz3pxViQ/zHNqnhZGH1HDTiEt8s0F8b6xF+Oqrr+J9DIsCU/rcf/31lxTLsUiOucIeHh4y68acV55wMwoJOVYlpYhSUZTsTWY/P7DGoHXr1hJxZm0aL6ZZ5M3aDh6/jfeXHHisP3LkiNSJMJrChXV8LNLm5FNKSCiaYWnU8TBjokJDyVRwtoIzRTwgs1gvMVgAtnfvXpm9Nw/lPm06ULFixSQszcJB81krRgqM7SmB4z169KgU7aVkXInBgj7OfC1atCjWc8dNkeIYeELiiS6xqEZSx2d8FiwKNJ95Y2j/8uXLT/wOFUVRssv5geYfNP6gAKAQMEgo7YnCg2lBRhSD8PGGu5N5BJnpZFz4GEY5fvrpJ3zxxRficMgx8Rgdl5Sc0xiZp2ugAU1Lbt26Jc5cT3P+MFKIDbgupedaJX3RGg0lU8EZC9YgML+WziDxhc4NuB/zW7///vsEZ8iN3hVxrVYTgwdMnsjiPi/dRHgATak7EsPZnLn65ZdfHttGRynm2T7tTI95ZIAn2d27d8faj58Z9zGaVJlj/ljOsiXlM+PJnie57777Ltbj6XjFNADm2iqKoqQGmf38EN9xmrfjWtGaY/463Jf3KZw4YWU4HJrDCIwR1TFs0zlmuluZnw94vmH6GQVLxYoVk/z++Rjz1Fy6TrEe0Px9J/X8wbQ5RmR+/PFH01gJozJMM9bzR+ZAIxqKReEBw5g1MYfFb3FzTw0mTpwohdHMKWVRMQ+CnIFnkR9nknibcEZo9uzZ+OSTT+QgyqIwHjy5D2d0unTpIiFgPn7evHkyK8RZfOaimuejxoWzQpyxoTUf806rVauGdevWYenSpVL0nJjVa2KwqzZzaVnMxvfXqFEjOWHx8+F6RhpS2ryKNo6MZtCmkAdnRhN48OZ754yTAd8Xx0FhwJkp5vFyBoz2ttxmFB7S05yfI9O8mI/MnN34cnw5wzh06FARLnwu2iVyJop9NWhXaF74rSiKkp3PD0yV4nbaxnLSiYYZFE0J1RiwJoGWtkwT4/vl58UCafZlMmoVaEXO98yIAOtJWPdAu1za7ho1GEOGDME///wjYoBF7HyfjKrwPMHXT056GKPVFDmcODOO9Swy57HfgOcPCpBx48ZJRIViIm7EglAw0ZKXxilNmzYVm17D3pYCiP1FlEyABR2vlGxMYvaFXLjdID57wTt37kS///770UWLFo22s7MTC9SWLVtG//zzz7H2owXf559/LjZ9xn60Gbx48aJpn127don9HS0BzV+Ldnm0cY0PWv99/PHH0YUKFZLnLVOmTPSUKVNiWcAmRHzWtAa085s0aZJsp41jnjx5ZGyjR4+OfvDgQZLsbTmOuHBc48ePjy5WrJg8Ly3/aBHI98h15tAGkc9Rvnx5+Uzc3d2j27dvH33w4EHTPmfOnIlu0qRJtJOTk7ymYXUb197W3M6Wz8fPipa67777rtjrJuVziW+MiqJkXbLz+eHUqVPRrVq1inZ1dY12c3OLfuutt6KPHj362Ps2Xp9jpX24s7OzHFs5PnMr8YULF8p22sTyPXh6eka//fbb0bdu3Yr1unwevvfcuXNHOzo6RtetW1fOEfHZzy5YsCDB72zr1q3R/fr1k3MX38OLL74Yfffu3Vj73r59W2x4c+TIIY8xrG7j2tsazJs3T85ZPHflzZtXnvPGjRux9kno++DnoZe6lsWK/1ha7CiKoiiKoiiZE6OxHhuxpjTyrmRNtEZDURRFURRFUZRUR4WGoiiKoiiKoiipjgoNRVEURVEURVFSHa3RUBRFURRFURQl1dGIhqIoiqIoiqIoqY720YgH9g24efOmdPVM7Q7NiqIoGREGt9nNmH1RkuObn93R84WiKNmN6GScL1RoxANPGkWLFrX0MBRFUdKd69evS2MvJWno+UJRlOzK9SScL1RoxANnpowPkJ05FUVRsjoPHz6UC2bj+KckDT1fKIqS3XiYjPOFCo14MMLfPGnoiUNRlOyEpv8kDz1fKIqSXbFKwvlCE3EVRVEURVEURUl1VGgoiqIoiqIoipLqqNBQFEVRFEVRFCXV0RqNpyAyMhLh4eGWHoaSgbCzs4ONjY2lh6EoiqIoimJxVGik0D/49u3buH//vqWHomRAcufOjQIFCmhRraIoiqIo2RoVGinAEBkeHh5wdnbWC0rFJECDgoLg7e0t9wsWLGjpISmKoiiKolgMFRopSJcyREa+fPksPRwlg+Hk5CR/KTb4G9E0KkVRFEVRsitaDJ5MjJoMRjIUJT6M34bW7yiKoiiKkp1RoZFCNF1KSQj9bSiWIjIiAlv/moWAe3ctPRRFURQlAxMcFokZmy/gkk9Amr6Opk4piqJkAcLDQrHim0m4dHAfrh0/ihcnfAVra03dUxRFUR4RFRWNxYe9MHXdWdx6EIJjN+7jp5drI63QiIaiKEomJzQoCIsmjBSRYWtnj4Y9X8y2ImPGjBkoXrw4HB0dUa9ePezbty/BfU+ePInnnntO9mck8ptvvknXsSqKoqQnuy76ovP3OzBwwVERGYVzO6FDlbQ1rlGhoaQLzZo1w0cffWS6T3cmnuBz5swpJ3gW2PNkb36i5/olS5bI7StXrsj9I0eOyP0tW7aYHqco2Zmghw+wYOww3Dh1AvZOTug+bDRK1aqL7Mi8efPwySefYOTIkTh06BCqVauGtm3bmpzg4sLjUMmSJTFx4kSxpFYURcmKXPAOwJt/7EefX/bi5M2HyOFgiyHty2PjwKboUr1wmr62Co1sRN++feXi3FjomtWuXTscO3Ys3cfyxx9/YPv27di1axdu3bqFXLlyYf/+/ejXr1+SHt+wYUPT4xQlu/LQ1wfzRg7GnUsX4JQjJ3qOmICiFasgu/LVV1/hrbfewmuvvYaKFSvixx9/FHOGWbNmxbt/nTp1MGXKFPTu3RsODg7pPl5FUZS0xDcgFF8sOYG232zDhtPesLG2wqsNimHLZ83wTtNScLRL+8i31mhkMygsfvvtN1M/kOHDh6NTp064du1auo7j4sWLqFChAipXrmxa5+7unuTH29vb6wykkq25d9MLC78cDn9fH+TI547nPh+DfIWLIrsSFhaGgwcPYujQoaZ11tbWaNWqFXbv3p1qrxMaGiqLwcOHD1PtuRVFUVKDkPBI/G/HZczcchEBoRGyrnXF/BLFKOXuivREIxqp1agtLCLdF75ucuGsHS/QuVSvXh1DhgzB9evX4ePjI9sHDx6MsmXLyiwgUwq++OKLWDato0aNksf9+eefkurEiAJnA/39/U37BAYG4pVXXoGrq6s0rZs2bdpjaVRct23bNoms8D6JmzqVGHFTp37//XfpyL127VoRMHxtiipGPQwiIiIwYMAA2Y/RHL7XV199FV27dk3256goluTO5YuYO3KQiIw8BQuj95hJ2VpkEF9fX+lzlD9//ljreZ+TKqnFhAkT5LhnLEWLZu/PXVGUjFbofQMtpm7BlLVnRWRUKZwL/7xVH7+8UjvdRQbRiEYqEBweiYoj1qb7654a0xbO9in/CgMCAvDXX3+hdOnSpuaDOXLkkIv2QoUK4fjx45KGwHWDBg2KFY1g7cSKFSvg5+eHnj17So7zl19+Kds/++wzbN26FUuXLpWmdcOGDZN8aQoUsmjRIhE4J06ckNuMTqQGzLeeOnWqiCDOZL700kv49NNP8ffff8v2SZMmyW1GdChGvv32W3kfzZs3T5XXV5T04MbpE1g8aQzCgoPgUbwUnhs2Gs65clt6WNkGRkxYB2Ie0VCxoSiKpdlz6S6+XHkax70eyP1CuRzxWbty6FKtMKytLWe7r0Ijm0FxwNl+I/LAiAPX8cKcMJXKgBEGXqjPnTs3ltCIiooSMUIBQl5++WVs3LhRhAbFy//+9z8RMC1btjTVYxQpUsT0+Lx580rEJLXTnxh5YU52qVKl5H7//v0xZswY0/bp06fLRUK3bt3k/vfff49Vq1al2usrSlpz6fB+LJ82ARHhYShSoTK6DvoCDs4ulh5WhsDNzQ02Nja4c+dOrPW8n5rHGUaFtZ5DUZSMwvk7/pi05iw2nI459rk62OLdZqXwxjMl0qUG40mo0EgFnOxsJLpgiddNLpy9nzlzptxmNOKHH35A+/btxQKyWLFi4try3XffSdSCooHpRnSGMocCxBAZhGLFcHXh45grTVtJc2FRrlw5pDUUL4bIiDuuBw8eyAVH3bqP3Hh4UVKrVi0RToqS0Tm9cyvWzPgKUZGRKFmzDjp9PAR29nrBa8CJC/5/5qSHkQ7J/9u8z0kHRVGUrEJ0dDT2Xr6HX7ZdwsYzMdc5LPTuU9cTH7YqAzfXjHNuUKGRCrBW4GlSmNITFxcXSZUy+PXXXyXP+JdffkHHjh3x4osvYvTo0WIJyfWMZsStsbCzs3vs/WeEi/X4xpWSOhZFyWgcWbcKG2fN5NkF5Rs1Rbv3PoaNbeY45qQnTGli3VXt2rVlUoE1X4zc0oWKsHascOHCUmdBOCly6tQp020vLy+x0GbU1/w4qSiKkhGIiIzCqhO3RWAYKVJWVkCbivnxWdtyKO3xaBI4o6BnqmwOL8aZNhUcHCxWs4xqfP7556btV69eTdbzMaLAC/69e/fC09PTFDk5d+4cmjZtCktB0cSiUFroNmnSRNaxcNS8dkRRMhoUyvuWLMCOubPlfrU2HdHytbdh9V+qoxKbXr16ibHFiBEjpACc/7fXrFljKhCnu56RJkpu3ryJGjVqmO6zxosLj1U0nFAURckIBIRGYO6+a/ht5xV43Q+WdQ621uhRq4ikSJW0QJF3UlGhkc2gLaPhwEIBwDoFpkh17txZihp5ImYUg/7yK1euxOLFi5P1/JwJfOONN6QgnAXmLAancDE/uVuKDz74QGYyOVNZvnx5qdngZ0CxpSgZUWRs/WsWDq6I+T9Yv3svNOz5kv5enwDTpBJKlYorHpgGqlFPRVEyKrceBOP3nVcwZ+81+P9nU5vPxR6vNCiOl+p7Il8GSpFKCBUa2QzO7rF2gbDOghfcCxYsMFnMfvzxx3KSpiBhKhXtbWlpmxzYAMsQL3yNgQMHSo2EpaGdLUUW0ydYn8HmgEwR421FyUiwDmP9L9/jxOb1cr/py2+gdqcYEwNFURQla3Py5gP8uv0ylh+9iYiomMmQUu4ueLNxSXSrUThDFHknFatonc55DM7sM9WGF8dxC6FDQkJw+fJllChRAo6OjhYbo/L0sK6ENre05x07dmyqPa/+RpSnISIsDKumT8X5fbtgZWWNNm9/gMrNW1v0uKckjH5uiqKkWhT7nA9+2X4JOy/cNa2vXzIv3mpcEs3LeVjUpjalxz2NaCjZBtabrFu3TvKvGbFh2hgFQZ8+fSw9NEURQoMCsWTKWNw4dUKKvTsOGIQy9RpaeliKoihKGuHtH4JlR25i/oHrOHcnwOQg1bFKQREYVYrkQmbGoonz7AzN9Bo2h2PeMZunJUbfvn1lv7hLpUqVTPswzSfudqYHKQrrRNj/g/UnjRo1koaEGzZskKiGoliaAL97mDdqiIgMeycndB86RkWGoihKFiQ4LBJLj3jh1Vn7UH/8RoxbeVpEhou9Dd58pgS2ftYM371QI9OLDItHNGg7WK1aNbz++uvo3r37E/dnJ2d2oDZgjwc+/vnnn4+1H4UHLyANbNUGUgGke+/OnTstPQxFeQy/W15Y+OUIPPS5I12+uw8djfwlHvWEURRFUTI3UVHR2HP5LhYf8sLqE7fFScqgpmdudK9ZBJ2rFUIup9hW/Zkdi16Bs1Ecl6TCfDAuBoyA0DXI8Eg3Fxap2QlWURQlrbh98TwWTRyF4IcPkDt/QTz3+Vjkzq/HL0VRlKzABe8ALD58A0sO3zRZ05KieZ3QrUYRKe4u4eaCrEqmnur/3//+h1atWknvB3POnz8v6VgsxG3QoIFYmho9HeKD+fpczItcFEVR0porxw5j2bTxCA8JhkeJUug+ZBRccuex9LAURVGUp+BuQKg4Ri0+7IWjNx65buZwtEWnqgUlelG7WJ5sYVeeaYUGGy2tXr0ac+bMibW+Xr16kodfrlw53Lp1S7pcN27cGCdOnBCr1figEOF+iqIo6cWZnVuxesbXiIqMgGflanh24OdwcHa29LAURVGUFOAXGCauUSuO3cKWs94mW1obays0K+su4qJlBY9MZU2brYXGH3/8gdy5c6Nr166x1punYlWtWlWEByMe8+fPl0Zy8TF06FB88sknsSIazOdXFEVJCw6tWorNf/wit8s2aIz2738CW7uslZerKIqS1e1oz9z2x6Yz3rIcvuaH/7SFUKVwLnSvWVjqLtwyQWO9tMI2s365s2bNwssvvwx7e/tE96UYKVu2LC5cuJDgPg4ODrIoiqKk9bFrx9zZ2Ldkgdyv0a4zmr/6FqysLWoAqCiKoiTRLWrnBV9sOuuNzWe8cetBSKzt5QvkkKhF1+qFUSZ//Fk02Y1MKTS2bt0qwiGhCIU57FB98eJFESWKoigZpdv3M71fQd2uz2eLHF1FUZTMyvV7Qdh81hsbT3tj96W7CIuIMm1ztLNGo1JuaF7eQ5bCuZ0sOtaMiEWFBkWAeaSBzdOOHDmCvHnzSvE2U5q8vLwwe/bsx4rAmRJVuXLlx57z008/ld4cTJdiHcfIkSNhY2ODF154IV3eU2aFdS0fffQR7t+/b+mhKEqWIzw0BCu+mYRLh/ZLt+/W/fqjSos2lh6WoiiKEoeQ8EgcvnZf6iyYEnXeO6aJngHFRIvyHrI0KJUv29VcZCqhceDAATRv3tx036iTePXVV+XCl8Xc165di/UYtjv/999/padGfNy4cUNExd27d+Hu7o5nnnkGe/bskdvZHTY8ZG0LsbOzEzH3yiuvYNiwYZYemqJkWYID/LFk8ljcPHsKtnb26PjRYJSuXc/Sw1IURVEA+AaE4sAVPxy4cg8Hrvrh5M0HCI98VGzBYu5axfKYxEUZD1eNRGcWodGsWTPJWU4Iio24sI9GUFBQgo+ZO3duqo0vK9KuXTv89ttvYue7atUqvP/++yI6ChYsaOmhKUqWw/+uL/4dPwJ3b1yDg4sLug4agSLlK1l6WIqiKNkSXnNe9AmIERZXY8TFlbuPX1N65HBAo9JuIiyalHFHLmc168hWNRoZDoql8ITFT5ph5wwkU1Wz6N1oZvjuu+9i8eLFWLZsGd5+++1Y+7GuhREmRoPYwb1ChQpiA8y+JQY//PADvv76a1y/fl0EIG2EFy5caBKRVapUkbQ1RlFYtD9u3Dj06dMH/fv3l/3y58+P6dOnm5zCIiMj0a9fP2zatAm3b9+WiMt7772HDz/8MBU+LEVJXygu/h0/Ev53feCaJy+eGzYGbp7FLT0sRVGUbJUGddzrgQiLg1fv4eBVP/gFhcfah5dRZT1yoFbxPKhTPA9qF8uLInmcNGqRSqjQSA0oMsYXSv/XHXYTsH+6bpJOTk6SZhZf/UyHDh3w5ZdfijhhnQxrX86ePSsCgGlvAwYMwJ9//omGDRvi3r172L59e6znoMAYNGgQ9u3bh3nz5pmETbdu3SRdiyKFRfpMj3N2dkZUVBSKFCmCBQsWIF++fNi1a5cID0Zbevbs+VTvU1HSkxunT2DJlLEIDQxEnkJF0GPYGOR097D0sBRFUbJ0CtSZW/44c/uh2M7y77nbAQiLfFS8bRRwVyuSG7X/ExU1PfNoxCINUaGRjcOHGzduxNq1a/HBBx88tr1atWqyGIwdO9YU/WBEguLAxcUFnTp1kkaILL6vUaPGY88xfPhwuc3C/okTJ8LNzQ1vvfWWrBsxYgRmzpyJY8eOoX79+pLCZd44sUSJEti9e7f0QFGhoWQWzu3diVXTpyIyPBwFy5ZH18++gHPOXJYelqIoSpaJUlzwDsDpWzGC4ux/osI3ICze/d1c7aXGok7xvPK3UqFcsLdVS/H0QoVGaqUwMbpgiddNJitWrICrqyvCw8MlgsBUplGjRkkUIW5Eg+tXrlwpRfkREREIDg42Fee3bt1axEXJkiWl7oMLIxWMTJg3TDRgChWjFEynMmDqFPH29jatmzFjhvRI4evw9cLCwlC9evVkv09FsQSHVi/H5j9+lnTKUrXro+OAT2Hn4GjpYSmKomQ6AkIjxFr26t0gnL9DMREjKC77BsZqjGfATKfi+VxQLn8OlC+YQ3paVCiYE555nTUNyoKo0EgN+AN+yhSm9IIuX4wisGaiUKFCsLWN/ydAm+D169dj6tSpKF26tKRY9ejRQy78CaMYhw4dwpYtW7Bu3TqJTlCY7N+/X5okEkYozOF/dPN1xn98Ch6jkJ+vO23aNDRo0EBeY8qUKdi7d2+afR6KkhpER0Vh25zfcWD5IrlfrXUHtHj9bVhbq+2hoihKfERGRePWg2BcuxckgoJ/r917dP9eYPwRCpLH2Q7lC+Q0CQreLpPfFc72elmb0dBvJJvBdCcKhyexc+dOscNllMKIcFy5ciXWPhQpLA7nwn4lFBgs5O7evXuKxsbXZL0HC8DNi9IVJSMTGRGONT98gzM7t8p9bcSnKEp2h+nZ94PC4RMQCh//mOX2wxCToOBfr/vBsWxk4yOviz2K5nFCKXdXERXlCuREhQI54J7DQY+xmQQVGkq8lClTBosWLZICcP5n/uKLL0yRByMF69KlS2jSpAny5MkjVrncXq5cuad6TRads26E9RksNGeEhLcVJSMSGhSEZdO+xLUTR2FtY4M2bw9ApaYtLT0sRVGUNBEPQWGREmnwFvEQYhIR5oLCuP8kEUHsbazF4aloXmdJceJi3C6a1wk5HLVIO7OjQkOJl6+++gqvv/66RBhYwD148GA8fPjQtJ3RCwoRpkuFhISISPjnn39QqVLKewTQYvfw4cPo1auXiBs2XmR0Y/Xq1an0rhQl9Qi4dxeLJo6Cz9XLsHN0wrOfDEXxajUtPaxsD+u8mHJJi2waUtBCu27dugnuz/o0TqQwYsvj2KRJk8RxT1GymkjghX9wWCSCwyMRGBYB/5AIPAgOx8Pg8Ji/If/9DY6Q2w9jbYuQ2xHxFUckQm5nO7i7OkgEgr0pKCLMRUX+nI7SEE/JulhFJ9YxL5vCC2r2hWAX8pw5c8baxovqy5cvyyy7o6MWeSqPo7+RrM/dG9fx74QR8Pf1gXOu3Og+ZBTyl3xySmJmPe5lFmij/corr+DHH39EvXr18M0334iQoC23h8fj9sK00GZUlj2C6KA3Z84cERqsP6tcuXKafW487UYHByf7/SkZH363vBZn/QGXiOgo+cuEALn/3/rYt6NEBIRHRSEsgrfj/uW26FjrIv77GxoZheCwCASH82+kODIFhUci5D9BYb6Or5UaONhaw+0/8UBHJ7ccDnB3cZS/cv+/bXld7OBgq3VqmQErp+T1DUnOcU+FRjyo0FCeBv2NZG1unDmJpZPHIiQwAHkKFsZzw0Yjl0dME8zMTFYQGhQXderUwffffy/3mc5ZtGhRsfAeMmTIY/szesqGpEwFNaDVNp3uKFbiIzQ0VBbzz42vkZzPLSooCP/07Id7Lv9dhJnOwjEn+vhP98Y27pzwBcGjLWb7xDnLWz12LzqxR8d6fHyvbBp1dDSsTHsY44yG1X+Ply3RMX9j3gcvQmKa3lrF2f7ocdGw5vZo/uX+Uf/djlnH+9ax/nJbFKyjImFjLJHhsI2M+O9vzG3+tY77wShKNqXcoYOwNnMNTc3zhaZOKYqiJJHze3dh5fQpMT0yypRD10EjtEdGBoGOeAcPHpSePQbW1tZiVsF+PPHB9Z988kmsdW3btsWSJUsSfB1GP8z7/aSUQAc7hMEn5k5aZ45k28wUm/8W+0Q+GG63hhVsYAX2VuC/NrCOtoZ1tBVsoiCLbVRUzBIZCbuICNhFhsEuIhz24aFwCA+BXUQIHMPDYR8RmX0/bkWJBxUaiqIoSeDwmuXY9LvRI6MeOg74THtkZCB8fX0RGRlp6s9jwPtnzpyJ9zGs44hvf65PCAoZc3FiRDSSm6aQo01VhFzz+m9N9GNRh//Wxl5vnoBgHoiIs3PMbuaRBT6/eYTDPILx33ZZb8QS4hnPowCF2f7mrx1nfLF2exTVePRyfI1HzxPrNc3Wx9yOfnTbfEH8t2OeK+q/JZIxpP/+cok7wIjYw4rZ2wi7UIM84RKKi7m9vRVg4wArW3tY2dvD2sEG1k7WsHa2grUrYJ0jCjbOVrBysoG1ow2srK0k3SohnibmIp9DQttS+JqJPeeTnjexZ070UU9IvEnp+0zpcz7xW0mD14x+is/gSZR3q4TyTk5IK1RoKIqiPKFHxvZ//sD+Zf/K/Wqt26PFa++Iy5SS/XBwcJDlaRCzi7c/TrUxKUmDqXQR4REICw5FeEiY/A0LDkNYSCjCQ8MQEcrbYQgNDEZwQCBCAoMQFhQk7nLhIcEIDw2RJTI8BBHhoYiKCEFUZJgsQBgQzZQ6FmiEIJpLKBDln/iYbOyc4eCcEznc8sPd0xMFSheDWxFP5ClUWKOlSpZAhYaiKEoCRISHY92P3+L0ji1yX3tkZFzojmdjY4M7d+7EWs/7BQrEX0PD9cnZX8ncMJXO3sFeltQkKioa4aGRCLwfDL9bvrh3yxcPvO/C/949BPndR7D/fYQGPkR4SACiogIRHRUERAeJKIkMD0LQAy63cefiUZzY/Oh57RxckNO9INw8PeFR3BN5CxVB3sJFpCbMJoFmu4qS0dBfqqIoSjyw2HvZ1C9x/dRxiV607vcBKjdrZelhKQlgb2+PWrVqYePGjejatatpBpv3+/fvH+9jGjRoINs/+ugj07r169fLekVJKtbWVnBwsoWDUw7kLZgDpVAiwfSX0KAIBN4PRYBfMPxu38ODO764f8cX9256wf/ubUSG3UVU1D0JhYSHBuLujQuynN316HmsrK3hmjc/3DyLIn+JkihasQoKli0PO/uni7QpSlqgQkNRFCUOD328pUfG3RvXYO/khM4fa4+MzABrJ1599VXUrl1bemfQ3pauUq+99ppsp/Vt4cKFpaCbfPjhh2jatCmmTZuGjh07Yu7cuThw4AB+/vlnC78TJSvCSKiji50s+Qq7olhld/r9mLZHR0XD/14IfG8EwOfqXdy8cE2stAP9biMq4h6io/wQHemH6Khw+PvekuXyoX3Y8+9cWNvYomCZsihaqaoKDyVDoUJDURTFjDuXLmDxpNEIvO8H1zx50W3IKHgUL2npYSlJgHa1Pj4+GDFihBR006Z2zZo1poLva9euSfqMARuSsnfG8OHDMWzYMGnYR8eppPbQUJTUhIXhOd2cZClZnSKkvKyPYDfuW4G46xUI3xv+8L58E743riPE3xtRkbcRFX4dUZEB8DpzShYRHra2KFSmPIpUrPKf8CinwkOxCNpHIx60j4byNOhvJPNy+fABLP96ohR8unkWR7fBI5HTjSf8rE9W6KNhCfRzUyxF4INQeJ31w5Xjvrh87CJCHl5BVMR1ER6IDoy1L2s6CqrwUFIJ7aOhZEl+//13yaW+f/++pYeiZEGObVyDDb/+IC5TnpWr4dmBw+DgbG5bqSiKknFwyeWAsnULyBIVVQneVx6K6ODic/UGoiJumIRHZEQgbpw+Icuef/+BjZ0dSteuj8ot2qBY5WpS96EoaYEKjWxE37595SI9sWZUcfNJFy9ebCqsVJSsCIO6O+f9hb2L58n9ik1aoM3bH8DG1s7SQ1MURUlyQXqBkrlkqd+lFALvV8fVk3dx9fhdXDt1F2HBd2NER8QNRFN4hAfi7O7tsuRwcxeji8rNWiOnu4el34qSxVChoaQ54eHhsLPTizYl4xEZEY61P36H09tjPCXrP/cCGj7fR+1rFUXJ1LjkdkDFRoVkiYyIws0L93H1RIzw8LsdiOhIb0SGnUBU+Fn4+/pg98J/sPvfuShWpbqIjtJ1GsDWPnVtgJXsicbKUmlGNIhe2Om8PE15TbNmzTBgwAAMGjQIefPmFd/4UaNGmbYXL15c/nbr1k0uuoz7ZOnSpahZs6bUH5QsWRKjR49GRERMd1XC/WfOnIlnn30WLi4uGDt2LIoUKSLrzDl8+LAUZl69elXuf/XVV6hSpYo8hp1233vvPQQEBCT6PpIyll9//VXeh7OzsxR7Llu2LNZznDx5Ep06dZI8wxw5cqBx48a4ePGiaTsfX6FCBXmN8uXL44cffkjBJ65kRPvaf8ePFJHBtIE27wxAo54vqshQFCVLYWNrjaLl8+KZHmXw4uj6eHlcA9TvVh8587eDfc63YOfSHjb2ntLR+uqxw1j53RT89M4r2PTbT/C+csnSw1cyORaNaGzbtg1TpkzBwYMHcevWrSem6WzZsgXNmzd/bD0fa95gacaMGfK8dB2pVq0apk+fLlaHaUVwRDDqzamH9GZvn71wtnNO8eP/+OMPsYPcu3cvdu/eLalVjRo1QuvWrbF//354eHjgt99+Q7t27aQRFtm+fbtYRH733XemC/J+/frJtpEjR5qem6Jl4sSJYi9pa2uL4OBgcXd59913Tfv8/fff8nrFihWT+xQdfF4WUV+6dEmEBoVQQhf2SR0LxcfkyZPlN8HfwosvvijihgLLy8sLTZo0EeG1adMmERs7d+40iRWOkQ4233//PWrUqCHi6K233hIxRBtNJXPy0NcbiybE2NfaOTrh2Y+HoHj1WpYelqIoSpqTy90ZdTqWQI02nji37w6ObMgNv1sVYOP4AFHhJ2EVdRohgQ9weM1yWTxKlEKV5m1Q/pmmcHRxtfTwlUyGRSMa9DenEKAwSA5nz54VcWEsvCA2mDdvnlw880Lz0KFD8vxt27aFt7d3GryDzE3VqlXlc+IsPy/Y6T3P5lXE3T3GaSd37twi4oz7vGgfMmSIXGQzgkBRwojFTz/9FOu5+/TpI9713MfT01Mu7nkBT3tJo5EWPeu53oCF3hSSjJ60aNEC48aNw/z58xMcf1LHQgH1wgsvoHTp0hg/frxESfbt2yfb+NujcwLHwvdftmxZGXe5cjHe5vx86LHfvXt3EUD8+/HHHz/2GkrmgTN0c4Z/KiKD9rW9R09SkaEoSrbD1s5GUqteGFEXnT6oBs9KxWHr2BDWTq/BzrU7XPJUkv4c3pcvYuOsmfjp7Vck2uF19rSlh65kIiwa0Wjfvr0syYXCghfA8cH0G844Gw2afvzxR6xcuRKzZs2Si9L4CA0NlcXctis5ONk6SXQhveHrPq3QMKdgwYJPFGRHjx4VwfDll1+a1kVGRoqla1BQkKQnEV60m0M/e6YfMarB72Hr1q3yWs8//7xpnw0bNkgjrTNnzsh3wKhC3OdNyVjM3ycjEYxaGO/zyJEjEg2Jr4aEQphRkjfeeEN+UwYcF8WJkvm4fORgjH1tSDDcihaTHhnZxb5WURQlPpguWqxSPlnYp+PIhus4v98GkZHFYefaBPb2FxAdeQoB97xwZudWWVjD0eTFvshTsLClh69kcDJlMTgvWikM2FSJKTpMvyFhYWGShjV06FDTvkzHadWqlaQGJQQvbjk7/jT/SZ8mhclSxL245vtgpCExGA3gZ8WZ/biY94zgBX1cGL0whAb/MiUrX758su3KlStSJ8HUKgoHpjXt2LFDLvL5vcYnNJI6lsTep5NTwmLNqA/55ZdfUK9e7NQ4I5VMyTwc37QO63/5/j/72qro/MkwTQNQFEUxw61IDrTqWxENupbCsS03cHKbF0KDqiA6ujJcPHzh4noOPpf348L+3bh0aD+qt+2I+s/1hpNrDksPXcmgZCqhwRl3Rig4W06hwSJd5tazxoAFwb6+vjKjbXSBNeB9zpInBIUJ060MOJvOYuTsDi/Q+Xmaw8+ZqWtMQ0ouTKdiB16KwYULF8p3acB1vPhnmpLRuTextKmnHYsBox2sVYnPGYu/m0KFCkm9iHmKl5K5UPtaRVGU5LtWUWzUalcMZ3bfxtGN1/DQ1x0P/dzhlK8inJ33w/faCRxatRSntm4UsUHRocdVJVMLDebNG7nzpGHDhpLa8vXXX+PPP/9M8fM6ODjIosSGtRKs2WDEiJ9Pnjx5pDCakQfWXfTo0UNEAVOYTpw4ITUVT3o+fmeMUlDA0JXKgGKBF/ss1u7cubOkRJkLkfh4mrEY9O/fX16zd+/eIjiZErVnzx4xD+BvjRETunNxPSMwFLgHDhyAn59fLHGqZEwiwsOxduY3Euon9bv3QsOeL6mzlKIoShKwd7RF1eZFULlpYVw+6oNDa67C+yoQ4N8GBcvXRMjDLfC7eQ1bZv+KI2tXovGLfVGmbkM9xipZx96WF4QXLlyQ225ubpLScufOnVj78L65K5WSNBhdWL9+vUR36LhEWFi/YsUKrFu3DnXq1EH9+vVF6BnOUU+CkQGKAdrNmqctsWif9TWTJk2SlDi6PTGlLTGediyEqVt0m2KaVNOmTVGrVi1JlTKiG2+++aZEzui+Retd7sMO5SwMVzI2wQH+WDhuuIgMaxsbtH3nQzTq9bKeABVFUVLQELBUDQ88N7g2nnm+DGztrOF3xw1h4T1QvvGLcM6dB/fv3MLyryZg3qjBuH3hnKWHrGQQrKKfphlDKpLSLtR0GmLvg0WLFsl95tJTfHCWmjAdhzPenLlOqBg8Lkyd4gz2gwcPpHDYHBYaX758WS40zesAFMVAfyOW5/7tW1g0aTT8bt6AvZMznv1kGIpVrW7pYWVoEjvuKQmjn5uSHXngE4TNf52B19n7ct/d0wF585/DyS0rEBEWY65TvlFTNO7zKnK6abfx7Hzcs2jqFGeRjWgE4cUZXYBYCExxwFQW9jmYPXu2bGdPBl68VapUSS7mONPM2WjOaBswnYV2p6zjoODgY+geZLhQKYqStbl57gyWTB6DYP+HyOHmju6DR8LN81HDSUVRFOXpe3F0+agGTu24iZ3/XoDPtVDcvVkctZ8djgd3NkkjVEaTz+/bhVoduqBu155wiMfURcn6WFRoMNfdvAGfkfNOocD0FPbIMPouELoPDRw4UMQHXYhYyEtLVPPn6NWrF3x8fCR/nw376FC1Zs2axwrEFUXJepzbuxOrp09DRHiYNJnqNnik9MpQFEVRUj8TpVLjwihWOR+2zDmLq8fv4shGP7gVbYyOH7bGsfX/4Pqp49i3dCGOb16PRj1fRJWWbWFtra6N2YkMkzqVkdDUKeVp0N9I+sPD2MEVi7H17994ByVr1kHHDwfB3vHpes1kJzQFKGXo56YoMcdgdhnfPv8cQgMjYGVthRqtiyJfQW/smPsH/G55yX7FqtZAhw8+hXNO7UWVXY57KSoGpzvQ9evXxVr03r17KR2noijKUxMVGYmNs37E1r9micigxWKXT4eryFAURUnH6Ea5egXQZ2R9lKrpgeioaBxaew0H1lij3fvj0bxvP9jaO+DqscP4a8hHuHX+rKWHrKQTSRYa/v7+mDlzprjuUL3QqpSdnt3d3cXlh52T9+/fn7ajVRRFMSMsJBhLp47D0XUreaZDs1feRIvX3hGXKUVRFCV9cc5pj3b9KqP921Xktt/tICz+6iiC/Cug58jJyFOwEPzv+mDuyME4tHq5REKUrE2ShAZtRyksaPHJLttLliyRou1z585Jx+2RI0ciIiICbdq0kV4D58+fT/uRK4qSrQm4dxfzRg6R7rS2dvZ49uOhqNWxq9rXKoqiWJiSNdzxwsh6KN+gABANHN10HRt+v4O2741F2XqNEBUZgc2//4SV302RCSMlmxeDM1Kxbds2cXuKD7o7vf7669JgjWJk+/btKFOmTGqPVVEURfC5dgWLJ46WmTGnnLnQ9bMvUKhseUsPS1EURfkPRxc7tHy1IkrXzo8tf53BQ98QrPzhDNq93Q+FylXEtr9n4eyubfC5cgnPDhyGfEU8LT1kJQ3QYvB40GJw5WnQ30jacvXYESz7ajzCgoOQp1ARdB8yCrnza0POp0WLmlOGfm6K8mRCgyOweuYxeJ27D2sbK7TqWxHOOe5ixTcTEeB3D3YOjmj99geo0KippYeqZIRicEVRFEtwfPM6LJo4UkRGkQqV8cLYKSoyFEVRMjgOTrbo/EF1KRSPiozGuv+dhK9XDrw86Tt4Vq6G8NAQrPpuCjbOmomI8HBLD1dJ79Sp7t27J/kJjQ7dSvaiWbNm0rOEDRJTQt++fXH//n2p/1GUuERHRWHHvD+xb8kCU8fZtu9+BFs7O0sPTckg0AHxgw8+wPLly2FtbY3nnnsO3377LVxdXRN8zM8//4w5c+bg0KFDYnji5+eH3Llzp+u4FSW7YGNnjbZvVsL2BfY4vvkGdiw4j8AHnug+bDT2LPwHexbNw5G1K3H74nl0/niIdhTPIiQposHwiLEwRLJx40Zptmdw8OBBWcftSsaFF/MslOVib2+P0qVLY8yYMVLIrygZlYiwMCkYNERG/e69xIddRYZizosvvoiTJ09i/fr1WLFihdQV9uvXL9HHBAUFiYHJsGHD0m2cipKdYX+Nxj3LoH7XknL/8Lpr2PznOdTv8SK6DRkJRxdX3L5wDn8O+QhXjhy09HCV9IposMDbYPDgwejZs6cUftv8ZyEZGRmJ9957T/NTMwE8qfL7DA0NxapVq/D+++/Dzs4OQ4cOtfTQFOUxgh4+wNIp43Dz3GmxrG3d7wNUbtbK0sNSMhinT5/GmjVrxLikdu3asm769Ono0KEDpk6dikKFCsX7uI8++kj+btmyJcmvxWMnF/NcZUVRkg4nO2u1Kw7nnA7Y/NcZnN1zG8H+YWj7Vg28NPFbLP96Au5cuoB/J45C/e690aBHb+0mnolJdo3GrFmz8Omnn5pEBuHtTz75RLZlR1hPHxUUlO5LSur4HRwcUKBAAel98u6774pd8bJlyyRl4JVXXkGePHng7OyM9u3bP2ZTvHPnTkmR4nbu17ZtW3lcfKxcuVIiXH///bfcZ4NHClSmJeTNmxddunTBlStXEhznwoULUaVKFTg5OSFfvnwyzsDAwGS/XyXzcu/mDfwz/FMRGQ7OLnhu2BgVGUq80GadxxZDZBAeM5hCtXfv3lR9rQkTJsSK8hctWjRVn19RsgsVGhZEh3erwNbeGtdO3sPSrw/D3ikPeo+ejGqt20sD1j3//oNFE0bJpJOShSMa5jDN5syZMyhXrlys9VwXFRWF7Eh0cDDO1qyV7q9b7tBBWDk7P9Vz8EL+7t27klZFYUHRwcgUI1ecDTx16pREPNg3pWXLlmJjzLxnW1tbbN68WaJZcWHO8zvvvCN/O3XqJJ3kKUoaNGgg1sd87Lhx4yS6cuzYMUnjMufWrVt44YUXMHnyZHTr1k1yp/k4NUjLPtw4dUIa8YUEBiCne35xlspXRC/olPi5ffs2PDxi53PzOMNJDW5LTRj95cSaeURDxYaipIziVdzQ5eMaWPn9MXhf9ce/Uw7i2QHV0erN91GobAWs/2WGdBOfM3wgeo6YgJxu7pYespLWQuO1117DG2+8gYsXL0r/DMIZo4kTJ8o2JXPAi3bW1axdu1aiFyzCZsSiYcOGsp2RCJ48uf7555+Xi37OFv7www+m54ivr8qMGTPw+eefS0Emu8iTefPmiQj99ddfTc3UmL7FGUimLLDRY1yhQUFLEwJGXgijG0r24NT2zVg781tp6FSwdDl0+Ww4XHLnsfSwFAswZMgQTJo06YlpU+kJo8JcFEVJHQqUyIXun9XE8u+O4oF3MP6dfBCdPqiGik1awKN4SSyZMhYP7tzGgjHD0HPkBOTI52bpIStpKTSY78rUm2nTpskFISlYsCA+++wzDBw4ENkRKycniS5Y4nWTC4sk6cLCKAMv/vv06SMX9Fxfr149035MV2LUyjiJM6JBwZEYTHfy9vYWwVKnTh3T+qNHj+LChQvIkSPHY/0mKFjjUq1aNYmeUFwwEkIh0qNHD0nXUrK2+N298B/sXjhH7pep1xDt+w+Enb1e1GVXeE5htDUxSpYsKeckHnvM4WQFnai4TVGUjE2eAi54blAtLJ9+FHe9ArB42iF0eKcKipQvLuJi/uihuH/nFuaPGRojNvKq2MiyQoM5r4MGDZLFKILL7kXg4uT0lClM6UXz5s0xc+ZMSVdigSTTC5gulZQUqydRo0YNsYlkrQ6jH0b0IiAgALVq1TLVa5jj7v54GJQ1P3SO2bVrF9atWydFnYySMHLGJnhK1iMyIhzrfpqOU9s2yf3anbujSZ++sLLWVj/ZGR4f4jtGxIVpmbTHpgMijzVk06ZNMpliPoGiKErGxSW3A7p9WtPU2I+io9VrFVGmdn5Jm5pHsXH7lkQ2nh8xXsVGJuGpzuIUGNldZGQ2XFxcxNbW09NTRAapUKGCzP6ZF02ybuPs2bOoWLGi3K9ataqkWiVGqVKlpG5j6dKl4mdvULNmTan/YA41X9t8ScgSmSKlUaNGGD16NA4fPizCaPHixan0KSgZiZCAAPz75QgRGRQWzM1t+tLrKjKUJMNjGGu+3nrrLezbt0+iqv3790fv3r1NjlNeXl4oX768bDdg/QajtYy4kuPHj8t9RkIURbFMYz+mTZWq6W5q7Hd003XkdPdAzxHj5a/frZtYMOZzBNy7a+nhKkkgRWdypsjQQah+/fpyEWm+KJmPMmXKiAsUT9I7duyQVKeXXnoJhQsXlvVGASStI2ljzAJuFv8zMuLr6xvrucqWLSti499//zVZR9Lf3s3NTZ6LRd2XL1+W2owBAwbgxo0bj42Hgmf8+PHSq+XatWvSBNLHx0cuJpSsxf07tzHni09x/dRx2Ds5ofvgkTFuI4qSTBgxpZBg2iWNLJ555hlpyGfAdFFOnrB3hgFt2hmJ5bGPNGnSRO4nJcqrKEraYGtngzZvVkaVZkWAaGDH/PPYu/wScnnERDZyuLnD75YX5o8ZhgA/nRTIckLju+++k6Lv/Pnzy0wzC8KZz3/p0iUpKlYyJyzOZsoBXaKYhsB8efbZoOOUISCYxkQRwu+c+zByYURFzGFtB9MW/vnnH8mxph0um2cxisJ6EAoGGgqwRiO+iBjXcX9eLPB1hw8fLjVB+vvKWtC2ds7nn8Dv5g3kyOeO3mOmoHj19HdvU7IGdJii0x1d6h48eCApnOZdwYsXLy7HNVp0G4waNUrWxV2eVBeiKEraYs3Gfr3KoF6XmMZ+B1ZewakdN0Vs9BoZW2wE3o/fZl/JGFhFJ9MzlDNGI0eOFPtRFvfywpPFeCNGjJBw8/fff4/MDmtPmNLDk1XcC2FeHHNGnrUCjo6OFhujknHR38iTObt7B1bPmIbI8HB4lCiFboNGwDVvPksPK1uT2HFPSRj93BQlbdm/8jL2Lb8s4qPzgGooUj6vRMNZIO5/1wd5CxWRAnF1J8yYx71kRzSYymJYoLJAmLNH5OWXX5YZbEVRlITgvMa+pQux4puJIjJK1qqL3qMmqchQFEVR4qV2h+IoUyc/oqKisebnE7h/Jwi58xeQmg3XfG7S3FUjGxmXZAsNWgUahXJMhdmzZ4/c5gyuNlRTFCUhIiMisP7n6dg+53e5X6N9Z3T59HPYadRHURRFSQCaw7R4pTwKlMyJ0KAIrPj+KEICwpG7QEH0GjFBJqrueV3HgrGfq9jICkKjRYsWpkI51mp8/PHHaN26NXr16iVdnBVFUeISGhSIRRNH4fimdbCyskbzvm+jRd+3YW1tY+mhKYqiKJmgQLz9O1WRI58jHvgEY/VPxxEZESVig2lTFBt3b1wTsRH04L6lh6s8TY0Gfcm5GEXAc+fOlX4HdC56++23xYY0s6M1GsrToL+R2DzwvoPFk0bLScDOwREdPxyEUrXqWnpYShy01iBl6OemKOkHm/n9O+UgwkMiUaFhQTR/ubxEPKQwfPRQcaFyK1pM+mw454zfPl/JwDUa7LUwbtw48R43oE85najYNyG5IoPOQp07dxafc/5QlixZkuj+tDll9IQNnPjG6Hy0du3aWPvQRUQa6JktLGBXFCX9uXXhLOYMHygiwzVPXvQaPUlFhqIoipIi8hV2Rdu3KoP9gE/vuoXD667J+jwFC+P5ERPgkicvfK9fjYlsPHxg6eEqyRUajGJMnjxZBEdqEBgYiGrVqmHGjBlJFiYUGrRdZQdYdrmmUKHNrjmVKlXCrVu3TAt7QyiKkr6c27sT80cNlTC2e/GS6PPlV8hfopSlh6UoiqJkYopVyodnepaV27uXXMSlwz5yO2+hwtJnQ8TGtStYqGIjQ/B4E4QnwGZIW7duFU/yp4V9EZLTG+Gbb76JdZ9N3djLYfny5dJkyVwQsWg9qYSGhspiHhJSFCVlMBvzwPJF2Mai7+holKxZBx0HfAZ7J2dLD01RFEXJAlRtXgT3bwfi+FYvrP/tJLrnqwV3zxz/iY3xkkblQ7ExbriID0eznjpKBi8GpzAYMmQIPv30U7GzZWG4+ZKesFaE9rps1GTO+fPnJR2L/T3YlZqWvIkxYcIEyTUzlqJFi6bxyBUl6zpLbfhlBrb9/ZuIjOptO6HLp8NVZCiKoiipyjM9y8CzYl5EhEVh5YyjCPCLmTBmXw3WaLCvhs/Vy1g1fQqioiItPdxsS7KLwa2tE9YmrIeIjEzZl8nHLl68GF27dk3yY5jGNXHiRJw5cwYeHh6ybvXq1QgICJDu1EybGj16NLy8vHDixAlpMJjUiAbFhhaDKykhu/5G6Cy1/OuJuHrsMP9Do/mrb6Fm+2ctPSwliWhRc8rQz01RLEdocAT+nXwQfrcCJaLRbWBN2DnEuBl6X7mEf774DBFhoajfvRca9XrZ0sPNMqRpwz7DdSq+JaUiIyXMmTNHRMT8+fNNIsOIuDz//POoWrUq2rZtK/Uc9+/fl/0SwsHBQT4o80VRlKTz0Ncbc0cMEpFh6+AgUQwVGYqiKEpa4uBki07vV4Wjqx18rvljw2+nEB0VM3/uUbwk2vTrL7f3LJqH8/t3W3i02ZNkC42MAC1133zzTREPrVq1SnTf3Llzo2zZsrhw4QKyO3379n0sYrRw4UKZdZ82bZrFxqVkbm5fPI85nw8Upw8W4bHTd+na9Sw9LEVRFCUbkNPNCR3eqQJrWytcOuKDPUsvmrZVaNzcNOm1ZsZXuOt13YIjzZ5YJ/XCPqlcv34dO3fuRFrBuhA2CuTfjh07PnF/plFdvHgRBQsWTLMxZVZ+/fVXqWGZOXMmBg4cmOzHh4eHP7YuLCwslUanZAY4QzRv1BDpxurmWRx9xk1D/pKlLT0sRVEUJRtRsHRutHi5gtw+tPYaTu+6adrW5KXXUaRiZYQFB2PZ1C8RGhRkwZFmP5IkNHghWqFCBamJOH369GPbmaPFFKU+ffqgZs2auHv3bpJenCLgyJEjshDmtfO2Ubw9dOhQvPLKK7HSpXifs+/16tWTfh5c+PoGLFKnK9aVK1ekkSC7ldvY2OCFF15AWsEyl/DQyHRfklleEwt+l+x9QhFJ4Ubo4MXvjxEOFtIzNc3cyph1NPwtPPvss3BxccGXX34pfUuqV68uoiW71SRkZ/jbO7hyCZZNGy/5r8Wr10Lv0ZOR083d0kNTFEVRsiHl6hVA7Q4xjqhb/j4Lr3N+ctvG1hadPhws3cPv3byBNT98heioKAuPNvuQJHtbXrjTUWr69Oly8c+LzPz588tFpZ+fn1zsu7m5SWoOi665LSkcOHBAemEYfPLJJ/L31Vdfxe+//y7F3OaOUT///LNc+L7//vuyGBj7kxs3boiooNhhY79nnnkGe/bskdtpBR0Pfv5wK9Kbft82NRU9JYfBgwfjhx9+wIoVK8SumGzfvl1EHJsvNm7cWKJA/fr1k20jR440PZbCggX4tBqmjfCsWbMkLe3ff/+VhooUdUrWJioyEpt+/xlH162U+9Vat0eL196BtX73iqIoigWp26kE7t8JwoWD3lj903H0GFQbufM7iwPVswOHYd7Iwbiwfw/2LlkgBeJKBuqjwVlsLr6+vtIA7+rVqwgODhaBwR4WXBJzpIqPZs2aJTorb4gHgy1btqRqmld2hK5cjFxs3LgRLVq0MK1n9IK2xRRthBGNsWPHYtCgQbGEBqNWRgTEPF1q9uzZaSrmlIxBWHAQVnwzCZePHBRnqWYvv4GaHbpItEtRFEVRLImVtRVavloBD++GwPvKQ6z84Rh6DK4FB2c7FCxdDi1efxfrf56OnfP/kgayJWrUtvSQszzJbthHYZEcC9rsgK29tUQXLPG6yYVuXBSLFA9169aF639NbI4ePSq1NUyHMqCLGK1ag4KC4Owc0wehdu3H/1MWK1ZMRUY2wP+uLxZPHCVNkGztHdBhwKcoU6eBpYelKIqiKCZs7W3Q4d0qWDjxgEQ3ts8/j1Z9K8q2qi3b4s6l8zi2YQ1WTp+Cl8Z/g9wFtIY3LcmUrlMZDc7mMoUpvZeUzCIXLlxYIkPsLdKuXTtpeGjUyzCqYdTMcDl+/Lg0PzSvu2DaXFziW6dkLe5cuoA5n38iIoMh6F6jJqrIUBRFUTIkLrkc0Patygy84+ye27h8zNe0rXnft1GwTDmEBgZi6bQvER4SYtGxZnVUaGRDGIFg3Q1rawyxwSLws2fPonTp0o8tyU2JU7IWFw/uxdxRgxHgdw9uRYuJs1SBUmUsPSxFURRFSZACJXOhWitPub3lrzMICYxxyrS1s8OznwyDc67c8L12BWt//PapzHWUVE6dUrIG7HzOyAaL8dnYkAXiPXr0gKenp/yluGA6FYv7x40bZ+nhKhbi0Opl2PzHL7SZQrGqNdD54yFwcNYIlpIwbJC6ePFiMZhgLR9TL5layTo+HmsaNmxo6SEqipJNqNe5BK4e94Xf7SBsn3cOrV+vJOvpQNX5k6FYMGYYzu7eLpNntTt3t/RwsyQ6VZ2NKVKkiIgN1mzQSYrN+9atW4c6deqgfv36+PrrryX6oWRPZ6mNs37E5t9/FpFRtWU7dBs8UkWGkiA3b96URqrsWcTJCZqF0PqaznY81mzevBmtW7dGxYoVMW/evFR//Xv37klfoJw5c0qj1jfeeENSQhPbnxbf5cqVg5OTk0yyDBgwIJZduqIomb9eo8WrFSSF6ty+O7h02Me0rUj5Smj2yptye9vfv+PaiaMWHGnWxSo6hfEiOg2x70WpUqXE5jQr8fDhQ+TKlUtOODxpmcPiaL5v7RmhJERm/42EhQRj5beTcenQflOzo9qduqmzVBYnseNeUqCtOV3raHNOMREfFB9LliwRG+3nnntO+h6lFu3btxdL9J9++kmaidIdj5Mm7L8UH4zW0hTDGC+jL++8844YZnDSJb0+N0VR0p7diy/i0NqrcMphhxdG1oOTq72s5yXwmh++xqltm+CUIydemvgNcrp5WHq4GZ7kHPeSLTQYBucs0B9//CH3z507J1aoXMdCY1qkZnZUaChPQ2b+jfjf88XiSWPgc+USbO3s0f6DgShbr5Glh6WkA097wczeRfny5Uuz/RODjWQpFvbv329yxluzZg06dOggvZUKFSqUpOdZsGABXnrpJQQGBiZ5Ak2FhqJkfCLDozBv/H743QpEmdoeaPNmZdO28LBQzB0xCN6XLyJ/ydLoNXoS7OwdLDrejE5yjnvJTp1iwz7m7jPlxvwiqlWrVmkSDlcUJX3wvnIJcz4fKCKDRXI9R05QkaEkmeSKhtQSGWT37t2SLmVuv81zEmvN9u7dm+TnMU6aiYmM0NBQOcmaL4qiZGxs7Kylvwb7bJw/4C0N/QwoKroM/ByOOXKKw+LGX3/Q4vBUJNlCg2Hv77//Xjpum6dSVKpUSbpJK4qS+WCaFGd0Au7dRb4inuIsRfs/RUkJjFYYXL9+HSNGjMBnn30mBeJpAR30PDxipztQLOTNm1e2JQXWqrFJab9+/RLdb8KECTKTZyw01lAUJeOTv3hO1Gwb40K1be5ZBPuHmbbldPdApw8HwcrKGie3bsSRdSstONJsLjR8fHweO6AThpo1h1tRMh+H167AksljER4aAs/K1dB7zGTk8shv6WEpmRD23ilevLicI8qXLy/9eFgnQWOJn3/+WVzuOFmVVJiKy/NKYsuZM2eeetyMSnTs2FHSr0aNGvXEqD4jH8ZCIaUoSuagTocSyFvIBcH+4dj6z7lY24pVqY7GL/aV21v++AU3zpy00CizudBgaHrlykdKzxAXv/76Kxo00AZeipJZiIqKFOvaTbN+RHR0FCo3b4PuQ0fD0SWmW7yiJJdBgwahSpUq2LZtG5o1a4ZOnTrJBTwvyP38/PD222+Lw11SGThwoNRfJLawRrBAgQLw9n6UCkEiIiLEWYrbEoN9hNhPKEeOHGLLa2dnl+j+Dg4Okl5lviiKknlSqNglnClUFw954/yBO7G20/ikXIPG4ry46rupCA0KsthYswrJtosaP368uHucOnVKDuTffvut3N61a5c0gVMUJePDTqgrp0/FxQN75P4zvV9B3a7Pa1RSeSpYjL1p0yZxbqpWrZpEMd577z1T00+ahtA6O6mw/waXJ8FJLvbvOHjwIGrVqiXrOI6oqCjUq1cv0UgGe3tQPCxbtizTmTcoipJ83D1zoFb7Yjiw8gq2/XMOhcvmgXPOGBcqngPbvDMAty+dx4M7t7F9zm9o9eb7lh5y9oposDaD4XCKDM5cse8Cw+QsxjMO8IqiZFwC7/th3uihIjJs7OzQ8cNBqNetp4oM5akxjyC4urrCxcUFefLkMW3nbUYQUpsKFSpIVOKtt97Cvn37sHPnTvTv3x+9e/c2OU55eXlJOhe3GyKjTZs2kvb7v//9T+6znoNLZGRkqo9RUZSMQ+32xZGviKt0C98652ys4m97Rye06TdAbh9dvxrXThyz4EgzPylqgMHeGb/88kvqj0ZRlDTF9/pVLJo4Cv6+PuKw0fXT4ShcPv6eB4qSEuIK1vQSsH///beICzYIZASFfTrYr8OAvTXOnj0rFu3k0KFDJkeq0qVLx3ou2lOz1kRRlKyJjW2MC9XCCQdw6YiPpFCVrfMozdKzclVUa91ehMa6n7/Dq5O/h51GPNNHaCRk5ceTCcPP9vYx4SdFUTIWV48dwbKvxiMsOAh5ChZCtyGjkKdA0voLKEpSYQM8nguMnjJsgsfIhmENm1bQYSqh5nyEwsF81pI1JGphqSjZF/eiOVC7Y3HsW37ZlELlkutR/4zGfV7DpUMHJIVqx9zZaN43cUc6JZVSp+hVzvB33IXrnZycUKxYMem2ytxYRVEyBsc3r8OiiSNFZBQuXwkvjJ2qIkNJddgZnKm0hvUrm98xdcm4z22vvPKKpYepKIoi1GxXDG5FXREaFIEtf8dOoXJwdkabfv3l9qE1y+F15pQFR5qNIhq///47Pv/8c5m1qlu3rqxjzis7hQ8fPlzsb6dOnSozWsOGDUuLMSsphN8N/ezpGnbnzh0RiCzY5LpGjbQxW1YkOioKO+f/hb2L58v98o2aou27H8H2Cc46ipISfvvtN0sPQVEUJcnY2MS4UM0fvx9Xjvni3N7bKFe/oGl78eq1UKlZK5zcsgFrf/wWL0/+TruGp7XQoKCYNm0aevbsaVrXuXNnKQz/6aefsHHjRnh6euLLL79UoZHBYM5yWFiYfIe0hKTY4Pdl3lxLyTpEhIVhzcxvcHbXNrlf/7neaPj8i1r0rSiKoij/ka+wK+p0LIG9yy5h+/zzKFI+L1xyPxITzV5+E1eOHoLfLS/sXjAHTV58zaLjzfJCgza2P/7442Pra9SoIc5ThjPVtWvXkF1gqC0iDXOPE8LWwSHJF420fmRX3i1btqBp06ayjmluRlTqypUrKFGiBA4fPozq1aubHsOox+bNmyWfmY9lw601a9ZIIy02yqKt5Ny5c8VW8pNPPhFnF3rns6+Ks7NzGr57JTGCHj7A0qlf4ubZU7C2sUHrfh+gcrNWlh6WkoXp3r17kvddtGhRmo5FURQlObBjOIvCfa75Y/PfZ9Dxvaqm6ytHV1exuF06ZSwOLF+MsvUaoUDpspYectYVGkWLFhUrwLhNl7iO2whnyM0tDbM6FBnfvdoj3V93wB8Lk+yCQKtJLuzKSx97o1gzJbBz7vfffy9CgpEtLnw+FmIGBASgW7dumD59OgYPHpzi11BSDmdd6Cx1//YtODi74NmBw6Tjt6KkJazBMJ98YfM7rmOTV8LJCE5eJEeQKIqipAfWNtZo2beCpFBdPX4XZ3bfRoWGj1KoSteuJ6nHZ3ZulUyBlyZ+qynIaSU0WH/x/PPPY/Xq1ahTp46sO3DggMxuL1y40NS0qVevXsl9aiUNsbW1lfoa+swzIlWzZk2JbNBnns21ksO4ceNMNR1vvPEGhg4diosXL0o6FunRo4dEQVRopD83zpzE0injEBLgj5zu+dF9yEjkK+Jp6WEp2aw+g//3OQHBY42NjY2sY28KNu/TTtqKomRE8hVyRb3OJbF78UXsWHAeRSvkgWueR5O5dJ26evwI7t64JnWPjXq+aNHxZlmh8eyzz4qoYD3GuXPnZB07hXOm3PAdf/fdd5P0XNu2bcOUKVNkpuvWrVsyA9a1a9dEH8P0HabonDx5UiIoLEBnYbo5M2bMkOdl4yUWO3N23UgRSqsUJkYX0hu+bnJrNDp27CgpVHv27BGxOHnyZElzYmpUUjEXJvnz55fIhiEyjHVGUywl/Ti9cyvW/vA1IiMiJKzb9bMv4JI7+0QWlYzDrFmzsGPHDpPIILzNY3fDhg3l+KwoipLRqN6qKC4e9oH3lYfY+s85SaEycM6ZCy1ffxcrvpmIfUvmo0zdBvAo/ujaR0kle1vCXH6mTjHPlsuECRNS1NyIHVkpBCgMkgKbKPFCmXUC7E7+0Ucf4c0338TatWtN+8ybN09OZrTYZUMmPn/btm3h7e2NtIJ5fExhSu8lJUW9jo6OaN26Nb744gupt6FI42fFBlfE3NqNDa7iw84sXCjvPU74kOvU3jj94HfG2ZVV300RkVG6TgP0HDFeRYZiMSIiImRCKi5cp8cGRVEydArVqxVgbW0lLlQ3ztyLtb1cg2dQpl5DREVGYu3Mb+Wcq6RBZ3Dm2XLGmhfvcU8ayfFIZySES1JhGJ4ih65XpEKFCjJr9vXXX4uYIF999ZWkB7322mumx9DOlTNsLGBWYlOxYkWJRrm7u8t9RpZY2E8o5pSMDQ9yG379ASc2r5P7tTp2RZOXXoO19aOZZEVJb3j8ZVolUyqNaDK7cHOCyjg2K4qiZETyFnRBpcaFcHyrF3b+ewE9h9aBlfWjiV1GNa6fPA7vKxdxYPki1Ov2yIVVSQWhsXz5crz44otS9MtcW/NZdd5Oy2ZMdLVq1Sq2cw4FBiMbhNatTMNizYABZ+r5GMMRKz7Yrda8Y21C3c8zMyzQZ23N66+/LqlPOXLkkNoapk516dJFmi2ySJwXAhRzFJFMS1MyLqFBQVj+9QRcPXYYVlbWaPHa26jetqOlh6UoUstXoEABmRTi5AUpWLAgPvvsMwwcONDSw1MURUmUOp1K4Mze2/C9HoBz+++gXL0Cpm3MFmC9xurvp2H3wjkoVbse3IoWs+h4s1TqFE8SvFil0GBkw8/Pz7Tcuxc7xJTasOaC+f/m8D6FQXBwMHx9faXgML59+NiEYOqX0bmWi+GelZWg41S9evUk+tOkSRNUrlxZ0qcY/aGDFGHUhykPtWrVEvHGom8lY+J/1xdzRw4SkcFanS6fDVeRoWQYOMEzaNAgsbvmeYILb3Oded2GoihKRsQphz1qtYsRD3uWXkREeGSs7RWeaYaSNetIVgEb+UVFxd6uPIXQ4MliwIABWapHAiMgDx48MC3Xr19HVoP2sxRUhsUk62OYLz127FiJZhipaKzbCAoKkn4arOVg/r9RKM6/vJ87d27T87LGg88X1/5W067SDu8rlzDn80/ge+2KzKz0HjUJpWqlndmBojwNjHyr05SiKJmNai2KwjWPAwLuheLYphuxtjGDp9Vb78PeyRm3L5zDoZVLLTbOLCc0mKrElBtLwFA8u1mbw/s8ifFi2c3NTWbL4tuHj03sItw4GepJUcnIXD58AHNHDkaA3z2xre0zbhrylyxt6WEpCtq1aydudk/C398fkyZNSrIJiKIoiiWwtbdBvWdjXKUOrrmKkIDYBjk58rqh2Stvyu2d8/6SHlZKKtRo0PWJebanTp1ClSpVHnMcov1tWsEu1KtWrYq1bv369bKe2NvbS9rPxo0bTTa5LFbn/f79+6fZuBQlPTi2YQ02/O8HREdFwbNyVXT+ZBgcXVwtPSxFEVgDRgttpp927txZGvUVKlRInO6YWstzBs07eAzneUQtbhVFyeiUrVcARzZex90bAdi/6jIa94zdEbxy89Y4u3u7pDGv/fE79Bo5AVb/uXgqKRQazOknY8aMeWwbQ0mskUgqrPO4cOFCLPtaptzkzZsXnp6ektLEVK3Zs2fL9nfeeUfqCZjnyzqRTZs2Yf78+eIqZUBr21dffVVOcnQ7+eabbyRNSJ1OlMwKhcX2ubOxf2lMr5ZKTVuhdb/3YWOrXUmVjANdpl566SUsWLBAbMZ//vlnSUU1zg10uGNEnA1dmaapKIqS0aHNbaPupbHsuyM4sdULVZsXQS73R6UDPLa16fcBfv/0fXidOYkj61aiRrvOFh1zphcaqemBzhQs9sQwFwmEQoFdrOlWcu3aNdN2uiFRVHz88cf49ttvUaRIEWk2Z1jbEnYk9/HxwYgRI6QAvHr16lizZs1jBeJPi3m/CUVJq99GRFgY1vzwtcyYkIbPv4j6z/VOUQ8VRUlrmIZKscGFUGjQqCNfvnyPRb+zG5yES6g3kZI94f8JNUfI+BStmBeeFfPi2ql72L34Etr1qxxre053DzTp0xcbZ83E9jl/SJF4Lo+E0/WzG1bResX8GHSxYvifJ8m49Ro8WbAjuoeHh5w8FSU+K2HaA5ctW/apTiLB/g+xZMo43Dx7CtY2tmjz9geo1LRlqo5VUZJy3FNS/rnxFMtJr7imGYpCaK7CGlKdPMrY+N4IwLwv9wHRwHODaqFAyVyPZR7MHzsMN06dgGflaugxfFyW/k4fJuN8kaKGfUxF2rp1q0Qb2LvCHDpSZWV44cgDg9FpnO5bWfnHpCQdXlDQsYu/Df5GnkZk+N2+icUTR8Hv1k04OLvg2YHD5OClKErmwhAZnJzS84US3/nC6DOjZFzciriiQoOCOL3rFnYuvIDun9WM3UfO2hpt3h6A2Z99gGsnjuLMji2o0PhRxk52JtlCg7anHTp0kP8gFBysp2D/Ch5AeSDN6kKDGA5WxgFCUeKboUopN8+dxpLJYyWiwZBs9yGjxGFKUZTMBSPghsjQCLgSF8NantcS/I1oGlXGpm7nkji//w5uX3qAS0d8UKqGR6zteQoUQv3uvbBj7mxs/2c2StdrCDt7B2R3ki00WB9BR5Eff/xRwia0M2SeIXNyP/zwQ2QHqGI5+8ADg+bcKqmZc3tuzw6s+n4aIsPDxba22+CR0itDUZTMh3F+yEp9p5TUxfht8LeiQiNjw54a1Vt74sCqK9i9+CKKV2VLhdgOUzU7dsHR9avhf9dHemvU69YT2Z1kCw26Qv3000/S+ZX/KUJDQ1GyZElMnjxZiri7d++O7ALfvx4YlNQKox9cuQRb/5rFOyhZqy46DRgEO0dHSw9NUZSnRNOllITQ30bmokYbT5zc7oUH3sE4ue2muFCZwwhG4z6vYtX0qdi7ZIHY32b3yULrlMzYUmQQzugbrlCMbmTFjtqKktZERUVi8+8/Y+uf/xORUb1tR3T59HMVGUqmheeCGzceddLdt28fPvroI7G8TSvu3buHF198UQoTmb5Iu11aqCfG22+/jVKlSkkKi7u7O7p06YIzZ86k2RgVRcnc2Dvaom6nEnJ7/8rLCA2OeGyf8g2boEDpsggPCcbO+X8hu5NsoVGjRg3xQSdNmzYVG9m///5bTiKVK8e2/FIUJXHCQ0Ow/KsJOLxmudxv+tLraPHaO7C21kiZknnp06cPNm/ebCqGbt26tYiNzz//PN4eTKkBRcbJkyelieuKFSuwbds29OvXL9HHsMHrb7/9htOnT2Pt2rUSWWzTpk2y+kEpqU+zZs3kmsKANaFsBkkRyQgA616KFy8ufbIMuH7JkiVy+8qVK3KfGRhky5YtpscpytNS4ZlCyJ3fWTqFH1p79bHtLAxv9nJMx/ATm9bD59oVZGeSLTTGjx9vckf48ssvkSdPHrz77rvSuyItZ6sUJasR9OA+Foz5HBf274GNnR06fTQEtTt311C6kuk5ceKENEwlbKrKSahdu3bJpBR7JKU2FArsl8S+SvXq1cMzzzyD6dOnY+7cubh582aCj6MQadKkiVy01qxZE+PGjZNoDC9Uszt9+/aVY5GxsJi9Xbt2OHbsWLqP5Y8//sD27dvlN8T+Wsyg4ITnk4SkQcOGDU2PU5SnhXUZDbqVkttHN16H/72Qx/YpXL4iytZ/BtHRUZKtkJ07SSRbaLDjttFkj6lTPLjTT/fgwYOoVk3tNxUlKdy76YU5X3yKWxfOwtE1h3hul2vwjKWHpSipAgtb2byPbNiwAc8++6zcLl++vFzwpTa7d++WdCmenwxatWolab579+5N0nPQRZHRDTaGLVq0aIL7sS6R5zzzJatCYcHvi8vGjRtha2uLTp06pfs4Ll68KN3kKViNnhNMdUtqkb29vb32qlBSlRLV3FCoTG5Ehkdh37JL8e7TuE9f2Nja4uqxw7hy5CCyK8kWGoqiPB1eZ0/jnxGf4cGd28jlkR8vjJ2CIuUrWXpYipJqVKpUSZwJOQvNVCZesBJGF9LC5pXpWZz4MocXxbRf57bE+OGHH+Dq6irL6tWrZby8ME2ICRMmyMy4sSQmSjI7FIu8QOdSvXp1DBkyRCI+zGAggwcPlsakvOCnKcwXX3wRy4lx1KhR8rg///xTokb8vHr37g1/f/9YAu+VV16Rz5/ZEtOmTXssjYrrmApHocD7JG7qVGLETZ1iVI3ClOlyFDB8bUNUGURERIhdP/fjb5bvlYY3Xbt2fcpPVckK8PfU8LnScvvM3tvwuf7oN22QO38B1GgfM8my5c//ISqbpmQmW2jcuXMHL7/8MgoVKiQHcsN5SR2YFOXJnNu7EwvGDkOI/0MUKFUGL4ydiryFYrtWKEpmZ9KkSeJOyIvCF154wRTtXrZsmSmlKinwwtY8fSe+5WmLt1nbwf5QbELLi+aePXsiJOTxVAiDoUOHSjdcY0mOCYo0aQuLsMjytKkbLKz/66+/ULp0aZNYzJEjh1y0nzp1Ct9++y1++eUXfP31149FI1g7wboZLvycJ06caNr+2WefybqlS5di3bp1IgoOHTpk2r5o0SK89dZbaNCggQgB3k8NWPcxdepUEUEUMTS2+fTTT2P9hpnqxyjXzp07JXJl1IAoCslfPCfK1PaQbuG7/r0Q7/+xet16wjFHTtzzuo5jG9ciO2KbkrxN/ofkzAVnHzQUqShJg/a1nNVQ+1olq0OBwUauvDhjHZ8Bc+qT01Ni4MCBcs5JDM6kc8Y9bgNVzkjTiepJzTONyESZMmVQv359Ge/ixYtFICU0y2+khSWX4PBIVBxhmYuNU2Pawtk+ead8CgPO9huRB57zuc5wnhw+fLhpX0YYeKHOuphBgwaZ1kdFRYkYoSghnKhkGhZrPCle/ve//4mAadmypakeo0iRR5MvjErxN2OkP6UWjLww6kbXMdK/f/9YRgWs8aGo7Natm9z//vvvsWrVqlR7fSVrUL9rKVw84oMbZ/xw7dQ9FKsUO2Lr6OKKhs/3waZZP2LX/L9Q4ZmmcHB2QXYi2UJjx44dEg5nOFRRlKTZ126Z/SsOr45xlqJ9bfO+/dRZSsmyBAcHy+yeITKuXr0qF+9MU2nbtm2Sn4d5+FyeBGe7mRbDWkE6SZFNmzbJRS6Lw5MKx8yFdRgKpB5z5syZctvPz0/SzNq3by8OYsWKFcO8efPw3XffSdSCooHijs5Q5lCAGCKDUKwYopCPCwsLi/UdUViUK1cuzd8bxYshMuKOi5EqZm+YR9+YscHfFn9TimKQ080JVZoVwdEN1yWqUbRCXlhbx56Ar9qyHY6sWYF7N29g7+L5aPLia8hOJFtoMB81O1fPK0py7WtXTZ+GC/t3y/0mL72O2p26aSRQydKwHwWbt77zzjsiAHghyR5MjHJ89dVX4lSYmlDAMMeeKTacpeZsNWeoWQ/ANF/i5eUls+azZ8+WC8hLly7JhTLtbClm2PeDKT3sqdGhQwekBU52NhJZsAR87eTi4uIiqVIGdPVi9IcpUh07dpS0s9GjR4t45HpGM+LWWPB7N4fHvoxwsR7fuPTaRkkJtdsXx5ldt3DvZiDO7L6Fio1ijjkGNra2aPryG1g8aTQOrVqKaq3bI5dH6kXnslyNBouvmDer9n+KkjhBDx9gwVja1+6WA03HDwehjtrXKtkA5tg3btxYbi9cuBD58+eXqAYv8jkDnhYwn56uVhQTFAq0uDW3XKf4OHv2rOTmE0dHR4nOc19eTPfq1Utm3mmhGrewPLXg/32mL1liSY3jDp+DaVOMWPFzYlSDvVHo9sXUM37HyYERBV7wmzuDMXJy7tw5WBKKJv5mjZ5hhL1VzGtHFMXA0cUOtdoXl9t0oAoPfbzou0SN2vCsUh2RERHYNucPZCeSFNFg+Nv8IMVcTR4gGHqMOyvAnFhFye743fLCogmjcP/OLcnR7PLZcBSpoA0tlewBL+aNdBkW+DK6wQtU1kAk92I0qTDlZs6cOQluZwqP+Yw1Ix2ac584TCEzXLsoAFinwBSpzp07S/0N6zUZxahTpw5Wrlwp6XHJgfUf7ODOgnAWmFPgUbgYNSCW5IMPPhCHMYpQCljWbPAz0IkiJT6qNiuC41tuwP9uCI5uvIbaHWK6hxuIY9rLb2D24AE4t3s7bnZ4FoXKVkB2IElCI6kWcoqiADfPncbiyWPFWSqne350HzoK+QpnXQtMRYkLL87o0MNCWlqIfvzxx7KeOfBxc/iVjAv7ZBkNeikcecG9YMECk8Usv1emqFGQMJWKJjG0tE0OU6ZMMYkXvgYNAFgjYWloZ0uRRetd1mfQyIApYuquqcSHjZ01GnQthXX/O4lDa6+h4jOF4Zwztk22e7ESqNysNU5sXoctf/yKF8ZNzRbC1SpakxIfgzM1DJ3yYKcnRSU5nN+/G6u+nYKI8DDkL1kG3QaPgEvuR647ipKW+IeEY9EhL1QunBO1iuW12HGP6VJ9+vSRdJMWLVpIbwrCGWJaibJfRVYhsc+NNrmXL1+WJoBM1VIyL6wrYS0Q7Y/Hjh2bas+rv5GsAy+nF048AO+r/qjVrpg4UsUlwO8eZn3YT+o3Ow74DOUbNUVmJDnni2THJxlq5gxVXBgez0onD0VJLofXrsCyaeNFZJSsWQe9Rk5QkaGkC+fu+OOLJSdQf/xGjFx2Ej9ujb9TbXrRo0cPSas5cOBArPMF6yfi9llQlIwIU/xY9M56kePHj4uBAQUBBbSixAejE7XaxdRqnNjmhbDgiMf2cc2TF3W79JDb2+b8jvCwrO9wl2yhwUJwzlLFp/a5TVGyG9FRUdj292/ik80eGbSy6/LpcO2RoaQp4ZFRWHX8Fnr/vBttvt6GP/dcRWBYJEq5u6BJ2SdbwqY17HlQo0YN6QZORydCtyem3yhKRod1Iuz/wfqTRo0aidjYsGGDRDUUJSFKVHND7vzOCA2KwMntN+Pdp1anrnDN5wZ/Xx8cWrUMWZ1k29ueP38eFStWfGw9Tx4XLlxIrXEpSqYgIjwca2d+gzM7t8r9Z3q/grpdn88WeZeKZfD2D8E/e69jzr6ruPMwZjaMtu2tK+bHqw2Ko0GpfBb//XHiady4cWJ1yvx7YuTfZ5RiX0V5kpU/O4IrSnKwsrZCjTae2PznGSkKr9q8iNRvmGPn4IjGL7yK1d9Pw74l81G5Wassnf2QbKHBnCz6j9PBwxyKDHpuK0p2ISQwAMumfonrp47D2sYGbd4egEpNY7rbKkpq5/4euOqH2buvYs2JWwiPjCmtc3O1R+86nuhTzxOFcjsho0AxwY7P7EvB2WCj2SsLhZmTzq7QiqIoWZFydQuIzW3ggzCc3Xf7sb4apEKjphLNuHPpPHYt+But3+qPrIptShoxffTRR2JjZ3TVpMjgTNWzzz6bFmNUlAzHQ19vsa+9e+Ma7J2c0PmTYShetYalh6VkMYLCIrD0yE38sesKztz2N62vVSwPXmlQDO0qF4CDbcZzwfnjjz+kuZv5OaFq1aooXLgw3nvvPRUaiqJkWRjBqNbKUzqFH153DRUaFJRIhzlW1tZo9sobmDdqCI5vXIcabTvBzTP2BH5WIdnx68mTJ0vkgqlSdEngwpxFemBPnTo1RYOYMWOGREjouMAOsvv27UtwX9rqMS0g7kJrPYO+ffs+tp1dYxUlNfC+cgn/DP9URAYLu3qNmqQiQ0lVLvoEYMzyU6g3fiOGLjouIsPRzhq96xTFygHP4N93G6JL9cIZUmQY/ZTiq8XgOu21pChKVqdS40JwcLbF/TtBuHzUN9592FurTL2GiI6Owta/ZiGrkqLUKXYEpV3h0aNH4eTkJDNVTZo0SdEA5s2bh08++QQ//vijiAz27KBXNTu4xtedddGiRQgLCzPdv3v3LqpVq4bnn38+1n4UFr/99pvpvoODQ4rGpyjmXD12BMu++hJhwcHIV8RTemTkdEubLsJK9oterDp+G/P2X8P+K36m9cXyOePl+sXwfK2iyOUcu0FqRoXHZDZ3i9sFnOu4TVEUJStj72iLyk0K4+Caqzi49ipKVHeLt3auSZ/XcPHAPlw5egiXjxxEieq1gOwuNAg/rDZt2sjytHz11Vd466238Nprr8l9Cg52GJ01a1a8Llbs/moOu5KyQ3lcoUFhQdeTpMBmQ1zM/YEVJS6ntm3C2h+/RVRkJIpUrIwuA4fD0dXV0sNSMnntxdEbDzBv/3UsP3oTAaExdoiMsrco74GX6hdDkzLusI4Tds/oMPLNKDNdeho0aCDrdu/ejevXr2s3bkVRsgVVWxTFkY3X4X3lIW6eu4/C5R4v+M5doCBqtOuEgyuXYOuf/0OxKtWl5jMrYVHrD0YmDh48iFatWj0akLW13OdJKSmw4LB3796PFaJv2bJFIiLlypUT/2tGPhKCTaQYqTEWuk0oivnF4N7F87F6xlciMso1bILnho1VkaGkGL/AMMzacRntv92OrjN24p9910RkMHrxWdty2D20JX59tQ6alfPIdCKDNG3aVPoPsDP4/fv3ZenevbtEqhs3bmzp4SmKoqQ57AxeoUFBuX1o3dUE96vfvTccXXNIOvbxTY/3qcuWEY3UwtfXV3py5M+fP9Z63j9z5swTH89ajhMnTojYiJs2xZMa60cuXryIYcOGoX379iJebOJRikOHDpX0LfOIhooNhVBYbJw1E8c2rJH7dZ59TmzpWMilKMkhKioaOy/6SvRi3ck7CIuMkvUOttboUKUgetYuinol8mZKYREfhQoVeqzom/00+vXrh59//tli41KeHvaXoCkMBaSiKAlTvbUnTm73wrWT9+Bz3R/uRXM8tg8nLRv0eAGbf/8Ze/6di0pNW8HW3h5ZBYsKjaeFAqNKlSrSBMocRjgMuJ01JHTIYpSDnWnjwjQrreFQ4hIeEoIV307CpUP7mS+IFn37oUa7zpYelpLJ8LofjAUHrmPBgRty26By4ZzoVbsonq1eGLmcMkftxdPCyDKP2yo0Mj40VaF7GLGzs4OnpydeeeUVmbhTFCVp5HJ3QulaHjh/wFscqNq8USne/aq2ao/9yxch4K4vTmxej+ptHxkcZXYsKjTc3NwkwnDnzp1Y63n/SfUVgYGBUp8xZsyYJ75OyZIl5bVowxuf0FCUuAQ9uI/Fk0bj9sXzsLWzR4cBn6JM3YaWHpaSiQq715+6g38PeWH7eR82jBdyONqiW43CEr2oXDiXpYepKIlimKqwhpG1Ne+//76IjoIFY9JBFEV5MjXaFBOhceHAHdR7tqSIj7jY2tmhbpce2DTrR+xdugCVW7SRdVmBFOV/MB1p+PDheOGFF+Dt7S3rVq9ejZMnTybreezt7VGrVi1s3LgxVkdZ3jcKCBNiwYIFcvB76aWXnvg6DNdzJk0PjkpS8Lt9E/988ZmIDMccOfH8iC9VZChPJDIqWkTFJ/OOoPa4Dfhw7hFsOxcjMhqUzIdvelXH/s9bYUyXyioylEyBYapSrFgxqXVk/eSyZcvivSZgjy2mPbu6uqJOnTpiBGDODz/8gDJlyoiNPffr0aNHLNv6Dz74QNKx8uTJI9t/+eUXmVCkUQy7ypcuXVquMwyYdv3GG29IijTdL1mP+e2336bxJ6IoycfdMwc8K+aVc8GRDdcS3K9K8zZimc+oxsktsf//ZCuhsXXrVklH2rt3r1jNBgQEyHpa3Y4cOTLZA2BtBA8oDNGePn1aDmbGwYUwVMsairgw/N61a1fp32EOx/PZZ59hz549uHLliogWHgB5kKJtrqIkxq3zZ6VHxv07t5DLIz9eGDMFhcpWsPSwlAxsFHDy5gN8ufIUGkzYiJf/tw+LDnshKCwSnnmdMaBlGWz5tBn+6VcfXWsUhqNd1nITUZIJrzTCAi2zGGG1p4AX9Ob28ubn3Q4dOsj59vDhwxIJ6dy5M65di7moOnDgAAYMGCAZCDQEWLNmzWOW+LwGYOYBay8pOngtQDfJhg0b4tChQ+Jy+fLLLyMoKMg0KVmkSBGZdDx16hRGjBghaV3z589/6vepKKlNjbbF5O/pXbcQ9PDx/0OEdRl1usQI8L1L5iMyIhzZMnWKlrPjxo0TgcBZBoMWLVqIR3py6dWrF3x8fOQgcfv2bVSvXl0OQkaBOA9UdKIyhweqHTt2YN26dY89H1Oxjh07JgctFqqxIJEHqLFjx2odhpIoFw/uxYpvJiMiLBT5S5ZGt8Ej4ZL7cTs6Rbn1IBhLDt/EksNeOHvnUcfu3M526FS1oKRH1fTME69velaGJhyJke2Lh8ODgPGFLPPaw24C9rHdGZMjqCki1q5dKyIgLuyNYt4fhefbxYsXS/Sjf//+ch6nM2SnTp3kuoERkho1Yjc55eOZKUE4uThx4kQRHrS/J7xGmDlzppzf69evLylco0ePNj2ekQ0avlBo9OzZM0XvU1HSisJlc8OjWA54X/XH8S03JIUqPqq0bIt9SxbA39cHJ7duQtWWbbOf0Dh+/DjmzJnz2HpaydJFKiXwQMQlPljAHReGSHngS2jGhQdDRUkOR9evxsb/zZQOnWyY0+njIbB3fDyPUsm++IeEY/WJ21h8yAt7Lt81TRDb21qjVQUPdK1eWOxoeT+7QnvwJ21nlFrJHKxYsUJSocLDwyWC0KdPH4waNUqiCHEjGlzPHli3bt1CREQEgoODTRGN1q1bi7hgvSSjHVxofcweWAY0bTGfMGS2ArMnDIzJRyNdm8yYMUN6bvF1+HqMtnCyUlEyGlZWVqjZrhjW/HRChEaNNp7S1C8udvYO4m65ZfavYqtfqWlL2NjaZi+hkTt3bjmQcPbAHIZLCxcunJpjU5Q0h4J157y/sHfxPLlfqVkrtH6rf6b/j62kDqERkdh2zhdLjnhhw6k7CI2IsaQldUvkRfcahdG+SsFs4xr1JFg4rCSCnXNMZMFSr51MmjdvLlEE1lMyO8A2gePip59+ivXr12Pq1KmSpswJP9ZgGGlWjGIw/YkTh8xEYHSCwmT//v1yTSHDi1P4ygsz83VGdJCCh9AMhq87bdo0qenka0yZMkXSuhUlI1Kimjty53fG/TtBOLXjJqq38ox3v6qt2mHf0oV46HMHp7dvRuXmrZGZSfbVFK1jBw8eLDMa/I/P//Q7d+6U//A6U6VkJiIjIrD+5+k4uTXGjIA+1g169Ml26S5KbMIiorDjgg9WHLuF9SfvwP+/bt2ktIerpEV1qV4IRfIk/8JNyebw2JLC9CVLwHQnCocnwWsA2uEySmFEOFgjaQ5FCovJubCekwJj06ZNT0y3S+w1Wb/x3nvvxSpKV5SMirW1lUQyNv95Bkc2XEeVZkVgE08E3M7BEbU7d8e2v2ZJVKNikxaZult4soXG+PHjxeKODe3o+lCxYkX5y5CqkV+pKBmdsOAgLPtqAq4eOyzN91q9+X6WyIVUUkZ4ZBR2XvDFymO3sPbkbTwMeSQuCuR0RMf/6i4qFcqpQlRR4kA3KZrDsACc/z+++OILU+TBSMG6dOmSFIDTVYpWudzONOinec3Zs2dLqjQzLP7880+JkMTNtlCUjES5ugWwb9klBN4Pxbl9t1GhYfw1W9Vbd8D+pQvFmOb0ji2SQpVZSXYyMUOodIniQYMHj7/++ku6ePM/eXxdtxUloxHgdw/zRg0VkWHr4ICug75QkZENiYiMwo7zvhjy7zHU+XID+v62HwsO3hCR4ZHDAX0bFsfCdxpg15AW+KJTRbGkVZGRcbl37x5efPFF5MyZU2bLaX1quCImJYWyffv28v0uWbIkzcea1fjqq69EQDDCQLFBh8eaNWuatvP7oBChaUyFChXw448/4p9//kGlSvE3L0sKb7/9tkRDaChTr149sbA3j24oSkbExs4aVVsWldts4BcdFX+9sZ1jTFSDMLU7KjISmRWr6ISqqpMIoxksEGehFw80WYGHDx9K0eKDBw/kpKVkHe56XceiCSPx0McbTjlzofvgkShQuqylh6WkY6+LvZfvSlrUmhO3cS/wkc2gm6sDOlQpgI5VCqJ28bywsc5eoiKzH/coFFg/+NNPP0nxMi3S2c8hPvOSuHz99ddSY8A+DXRLonV6anxuISEhuHz5ssyys3+EosRFfyPZj7DgCPwxbJf8bf9OFZSs7p7AfkH4pf8bCAnwR4f+A1GhcXNkxvNFslOn2FCHThCcLaLIaNq0KXbt2iXuEYxwsPGOomREvM6cwpIpY+U/bZ6ChdB9yGjkLqBNHLNDWtS+y/dEWNA1yjcg1LQtr4s92lUuIJa09Urky3biIqvAHky0RWfqTO3atWXd9OnTpbcDC5RZyJwQR44ckYJi9npISlNXNorlYn7CVRRFSSr2Trao3LQwDq25ikNrr6JENbd4o+X2Ts6o3akbdsydjd2L5qFcoyawts58mUPJFhoLFy40deNevny5pFAZqVOff/65FGgpSkbj/N5dWDl9CiLDw1GwdDl0HTwCzjm1O3NWJSQ8EtvP+4q42HjmDu4HhcfqddGuUgGpu2DHblub7GtHm1Vg/wSm5xgig7DomD2Y6EJkFCnHhc3fWF9Im1R2wE4KEyZMiNW/QVEUJblUa1EURzdcx53LD3Hrwn0UKhN/RlD1tp1wYPki+N28gXO7d6B8o6bI8kKDvTKMAzILutgYp2zZsnj99dfx7bffpsUYFeWpOLxmOTb9/rN0xi1Zqy46fThIXB2UrMXDkHBsPuMt4mLrOR/pzm2Qz8UerSvmR9vKBfBMaTfYqbjIUrDZK3s5xXU5yps3r2xLiI8//ljqCrp06ZLk12IzOTasNY9o0BxFURQlqTjntEf5hgVxcpsXDq65lqDQcHB2Rs2OXbBr/t/Yw6hGg8ZiYJOlhQab5pw6dUpCzAxV02PbmBnSYnAlIxEdFYXt//yB/cv+NXlTt3z93UxtE6fExsc/FOtP3RGnqF0XfREe+ajkrHBuJ7SplF+iF9mx5iIrMGTIEEyaNOmJaVMpgV2raa/KHlDJwcHBQRZFUZSnoUbroji13QvXTt6F740AuBVxjX+/dp1xcMUS3L1xDef27kK5Bs8gSwsNFtgxikGhwZwyhqcJw9Ply5dPizEqSrKJCA/H2pnf4MzOrXK/Ua+XUa9bT3UNygJcvxckwoLLgat+pg7dpIyHK9pWKiBL5cJqRZvZGThwoPRnSAx2m2aU3bxjNGF3ajpRJZQSRZHBvgtGwziD5557Do0bN5bmcoqiKGlFLndnlKrlgQsHvHF43VW0fj1+FzZHF1fU7PAsdi/8B3sWzUXZeg0zVVQj2UKD3TwrV66M69ev4/nnnzfN7DCawdknRbE0oUGBWDr1S1w/eUyiF23eHpCpPaizO1FR0Tju9QAbTt+R6MWZ2/6xtlcrkktSoiguSrnHPyOkZE7c3d1leRLsDH3//n0cPHgQtWrVMgkJ9mqg9Wl88Hz15ptvxlpHoxM6UNGiVVEUJa2p2aaYCI3zB7xR79mSyOnmFP9+7bvg4Mql8L12BRf270GZeg2RZYUG6dGjx2PrXn311dQYj6I8Ff53fbFo4ij5z2jn6IRnPxmK4tUe+bkrmYPgsEhpoMdC7g2nvSVFyoAZUHSIalspP9pUKoBCueM/MCvZB/ZmaNeuHd566y3p0UB72/79+6N3794mxykvLy+0bNlSmrzVrVtXIh3xRTs8PT216ZuiKOmCu2cOFK2QB9dP+0m38Ca947fbd3R1Rc32naVOY/e//6B03QaZJmKfIqERGBiIrVu34tq1awgLe+RDTwYMGJBaY1OUZOF7/Sr+nTASAXd94ZI7D7oNGYX8JUpZelhKEvH2D8Gm094iLHZc8EFI+KPOwq4Otmha1h0tK3igeTkP5HGxt+hYlYzH33//LeKCYoJuU0yB+u6770zbKT7Onj0r9YSKoigZhZpti4nQOL3zJup0LA6nHPGf32p26IKDq5bB5+plXDywF6Xr1EeWFBosnKM3OQ/WFBx09aATFfto0PVDhYZiCa6fOo6lU8ZJ2lTeQkXQfeho5PLIb+lhKYnAXqFn7/hjw6k7WH/aG0ev34+1ncXcrSp4oFXF/BLBsLfNPDmpSvrDc1FizfmKFy8uv7nEeMr+tYqiKMmmcLk88CiWA95X/XFs8w1JoYoPpxw5UaNdJ+xbskCiGqVq18sUUY1kCw3aATJ/leFpdgXcs2cP7OzspLfGhx9+mDajVJREOLNrG9bM+AqREREoVK4iug76Ak6uOSw9LCWB/hZ7Lt0VG1pGLrzuBz9Wb9GqQn4RF+UL5MgUB1FFUTIev//+uzQYZu2OomRkrKysUKNNMaz95QRO7riJ2h2KwyaBibVaHbvi8Orl8L58EZcO7UepWnWR5YQGu6j+9NNPEppmATg7pNL1Y/LkyVKn0b1797QZqaLEw4EVi7H1z//J7TJ1G6L9BwNhZ6/WkxmJWw+CsemMt4iLnRfuIjj8UX8LB1trNC7jhpYV8qNleQ945NT+JoqSEaDbFy/SlyxZkuSLpcWLF6Nr165pPjZFyWqUqO4mvTWCHobh8lFflK4Vuy+QARsNV2/bUWz79/z7D0rWrJPhJ+SSLTQYvaDIIEyVYp0GC/EY3aATlaKkV4+MLX/+D4dWLTX5TDd79U1YW2uPDEsTGRWNI9f9sPG0twiMuC5RBXI6onl5d7Qon1+a5znZ63emKMqjWhpeZyhKdsLGxhoVnymEA6uu4OR2rwSFBqndqRsOr12B2xfP48qRgyhRozYyMslOeq5Rowb2798vt5s2bYoRI0ZIER5DlLS9VZS0JiIsDCu+nWwSGU1efA3N+/ZTkWFB7geFYekRL3w09zBqj1uP52buxg9bLorI4GRLTc/c+LRNWawc8Ax2D22BCd2rSqduFRmKkvFp1qyZ1F8OGjRIamHo1kWre/P6F9KtWzeZXTXuk6VLl6JmzZpwdHSU7IfRo0dLjxMD7s/Gv88++yxcXFwwduxYFClSxNQM2Lw+lJOcV69elftfffWV2BHzMezM/t577yEgICDR95GUsfz666/yPlh3WqZMGWnsaM7JkyfRqVMn5MyZEzly5JCeK+zHYsDHc/KVr8HeYj/88EMKPnElO1KhUUHACrhxxg/37yRsWuGcKzeqte4gt9lbI6PXliU7ojF+/Hj4+8fMUH755Zd45ZVX8O6778p/yFmzZqXFGBXFREhAAJZOHYcbp0/A2sYW7d77CBWeaWbpYWU7eGCjiNh8NiYl6uBVP0SZHetyOtqiaTkPtCjvjqZlPZBXXaIURf7fBEfErktKL5xsnZ4qxeKPP/7AJ598Is15d+/eLalVjRo1QuvWrWXykRkOv/32m9gMM62abN++Xa4R6P5lXJD369dPto0cOdL03BQtEydOxDfffANbW1sEBwdLYT+vLQw4ocnXK1asmNyn6ODz0or40qVLIjQohBK6sE/qWCg+mAo+ZcoUTJ8+HS+++KKIGwosWiQ3adJEhBf7tFBs7Ny50yRWOEZOvn7//fcyKUtxRMtliiFtAaA8iZz5nFCscj5cPX5XajUaPVc6wX3rdO6Oo2tX4taFs7h67HCGtvG3is7oUsgCPHz4UFLBHjx4IAcSJWPw0Ncb/44fiXte12Hv5Iwunw6HZ+Wqlh5WtiEwNEJ6W8SICx/cfhgSa3u5/DnQvDzFhYdEMGxt1CUqM6HHvdT/3EJCQnD58mW5GOYMd1B4EOrNib+BYFqzt89eONs5p6hGgxfWkZGRcrFuwF4kLVq0EIGQUI1Gq1atxG546NChpnV//fWXCIKbN2+aHseMCDZKNK8FZeThypUr0teEjRf5d/jw4XjnnXfiHe/ChQtlG10w4ysGT+pY+BqMqhA6a7q6umL16tUioIYNG4a5c+eKTXJ86V2lS5eWx77wwgumdePGjcOqVauwa9eueMcd9zeiZG8uH/PFqh+OwdHFDq9ObAhbu4Sj/pv/+EUyOwqVrYDeYyana61Gcs4XKeqjoSjpjfeVS1g8cRQC/O7BNW8+sa9193wUnldSH85BXPQJxJaz3thy1gd7L99FeOSjeQlHO2s0LOUm4qJ5OXcUyZP0ixhFUTIXVavGntQpWLAgvL29E33M0aNHZcaf2Q8GFCy8uKZFPtOTSO3asXPMq1evLulHjGqwgzv7dvG1nn/+edM+GzZswIQJE3DmzBm56GFUIe7zpmQs5u+TkQheRBnvkwKI0ZD4RAZFCaMkb7zxhkQxDDguXpApSlJgRMM1jwMC/EJx6bAPytZ9vKlorKjG+lW4ee40rp04imJVqiMjkmyhcefOHXz66afYuHGj/OeLGxDhf1xFSU2uHjuCZV99ibDgYOQr4ikiI6ebu6WHlWXtZ3dfuostdIk664Nr92LniXrmdZaIRbNy7qhfMh8cE5ltURTl8fQlRhYs9dpPQ9yLa86eMtKQGKyZYCpSfG6U5rP3vKCPC1OWDKHBv4wo5MuXT7Yx0sE6CaZWUTgwrWnHjh1ykc8mwvEJjaSOJbH36eSU8Gdo1If88ssvqFcvdtTKSCVTlCdhbW0lReH7ll/GiW1eiQoNTrpWbdkOh9csx55/52YdocFwKp2mvvjiC5nRSI1QzYwZMyQf8vbt26hWrZrkRTIsGx8Mh7722mux1jk4OMishAHFD3Mu+R+eYVPmdbKwjHUkSubi1LZNWPvjt4iKjESRipUlXcrRxdXSw8pSXL8XZKq12HXxLkIjHl082NtYo17JvGhWLiZqUcLNJcNb6WVnIv39EbRvH2zz5YNT9Yx50snO8P9OctKXMhO8QI870cj0J6YZMaUoufTp00fSmA4ePChpUezdZcB1vPifNm2ayQVz/vz5iT7f04zFgNEO1qrE54yVP39+FCpUSOpFKJIUJaVUaFgI+1dewa0LD3DvJpsQPy7EDeo8+xyObVgtdas3zpxEkfKVkOmFBmcNmKfJ0GZqMG/ePCkw40GEswAsBmvbtq0cEFhcFh8MZXK7QdwLHxZyseCLBwTmPVIU8TlPnTqlOZCZBIpFdr/cMXe23C/XsAnavfcxbNX28KkJj4zC/iv3RFjQfpbpUeYUyuWIZpIO5YGGpfLBxUEzLDMq0WFhCD52DIG7diFw124EHz/OsDJydu6Mwio0lHSETlPMdODEHif/8uTJI4XRjDywvqJHjx4iCpjCdOLECaldeNLzNWzYUKIUFDB0pTKgWODFPicl2UCYKVHmQiQ+nmYsBv3795fX7N27t9R6GE2LOTFarlw5iZjQnYvrGYFhn7EDBw7Az89PrnMUJSkwdap4lXzST4NWt417lU1w3xz53FCxSQsc37QOh1YuzRpCgzZyqVk/Tos65jMaUQoeLFauXCkOVgyZxgeFBe314oNjo1jhTEiXLl1k3ezZs2W2gUVtPEDEhQcDLgbM91QsB6MXG2fNxLENa0yKvfELr8Lqv5krJfn4+IdKrQUjF9vP+cI/9JGlo421FWoVyyMpURQXZfO7atQig8LjW+j58wjavRsBu3YhaP8BRAfFTm+zL1YMdkUKW2yMSvaE0QVeTDOToHDhwpLexAm+FStWYMyYMZg0aZJEAWj5+uabbybpORkZoJsU3aLM05aY+cBrBz4nL/jpBMV6De6XEE87FsLULbpNffbZZ2Lvz5QoTrpSXBE+F9O2mKHBfZgSRgteFqUrSnKo1KSwCI2ze2+jfrdSsEvECr5mhy4iNM7v3437t28hd4GCyNSuU+vWrZMDCruDm3tlpwQjl5JhUXOnCtrAMeWJntfxpU7xPzMPZAydMhxKy91KlWJUHMOWpUqVEls586gLDwq8/+233z72nLTW40xEXNR9Jf0JDwnBim8n4dKh/VSUaNG3nzTjU5JHVFQ0jns9iOnIfdYbx248iLU9n4s9mpZj0zwPNC7jjlxOGinKqITfuSPRisDduxC4ezcifWJcdQxs8uSBS4MGcGnYQP7aFU6ZyFDXqbR3nVKUuOhvRImP6Kho/PnFbvjfDUGLVyqgQsPExcO/E0ZK874a7TujRd+3kelcpxgCNZ/hpLsCL+YpEuLmKd67dy/JA6UNHUOijDaYw/t0kogPhicZ7WCuJN/g1KlTJbzKJjps8sM6D+M54j6nsS0unBExD2vyA2TkRklfgh7cx+JJo6Xbpa2dPToM+BRl6ja09LAyDQ9DwrHjvK+IC7pE+QY8itKRKoVzmexnqxbOJUVnSsYjMiAAQfv2x6RD7d6NMLNmYMTKwQHOtWvDpWFDERcO5cpptE9RFCULYWVthUqNC2HPkkuSPvUkoVGrY1cRGic2rUfDHi/C0TXj1LImSWgwFSmj0KBBA1kMKDJog8cIi+F9nVyYT8pFsRx+t7xEkT+4cxuOOXKi26AvxBtaeXIh94bTd2TZe+keIsy65rk62OKZ0m4mlyiPnDpblhGJDg+X2orAnTHCIvjoUamzMGFlBcfKlU1RC6caNWCtxytFUZQsXxS+b9ll3Ln8EL43/OFWJEeC+9Jxys2zOHyvXcGxjWtQt0sPZCqhkVYdLd3c3CTHkZa55vB+QjUYcWFEhR04L1y4IPeNx/E56Ipl/pypVcCupC43z53B4sljEOL/ELk88qP70DHIW0hzzBNKiTp6436MuDjljbN3/GNtL+nughbSkdsDtYvnhb2tznRnNJitGnbpUkw6FOss9u1DVGDsgnw7T8//hEVDuNSrC5vcuS02XkVRFCX9cc5pjxLV3XHxkDdObruJpn3KJbgvs44Y1Vg78xuxu+VtG9uMYeSS5FGwHoIFTsuWLZPaCnbYpIVsYr7ST8Le3h61atUSpwqjRoOvw/t0d0gKTL06fvw4OnToIPeZ50ixwecwhAVTofbu3Sue20rG4sL+PVj57WREhIchf8ky6DZ4BFxy57H0sDIUwWGR2HHBFxtO3cHGM96xUqJYyF2neB60qpBfluJuCdvgKZYjwtdXohVG1CIizuSKTa5ccDbqLBo2hH2RIhYbq6IoipIxqNykkAiNs/tuo0H3UrB3TPiyvXyjptg+53cE3LuLc3t2oMIzzZCphAab4rBoulWrViIuWFTNhn2sl3gaWBvBiAk7g9IijmlarAExXKjoIsHCbzpKEDpG1K9fX+ztWDBO8XP16lWTcwRVHR0eaFfHvhmGvS39rc0LzhXLc3jtCmz+7WdER0ehZM066PThYNhpMZzg/TBERAXFBUWGeW+LHA62UsjdumJ+NC3rjtzO9hYdq/I4UcHBCDpwIEZY7NqF0HPnYm23sreHU62aMRGLBg3hWLGC1lkoiqIosShcLg9yeTjhgXcwzu+/g0qNE872oP1/jbadsHP+XziwYrEIj4zgIJlkoUGL2B9++AFvvx1Tzb5hwwZ07NgRv/76q6lhTkro1asXfHx8xOOaxdqMQqxZs8ZUzM3mgObPTz9q2uFyXxapMyKya9cuVKxY0bTPoEGDRKz069dPxMgzzzwjz6mODhmD6KgobJ87G/uXLpT7VVq2Ras33oN1Nu+eesE7AGtP3sa6U3dw9Pr9WNsK53YSYcGoRd0SmhKV0YiOjETIqVMmYRF8+LDUXpjjULECXBs2lMiFc61asNbjkaIoipIIFAoUF7v+vYCT228mKjRI1dbtsXfxfHhfvgiv0yel0XGmsbdlsTTrIMzdmHjhznV0e8pKqM1j2hERHi45hGd2bpX7jXq9jHrdemYI1Z3e8L/eyZsPsebEbaw5eVuEhjnViuZG6woeaFUxP8rlz5EtP6OMTNj166ZUqMA9exD1ILaFsG2hghKxEHFRvz5s8+ZFRkaPeylD7W2Vp0F/I8qTCA4Iw+9DdiIqIhrPD60Nj2KJH5/X//K99CErVbs+un42HJnC3pZEREQ89p+AhdjszqkoSSEkMADLpo3H9ZPHJHrR5u0BqNS0JbJbMffBa34x4uLEbXjdDzZts7OxQqPSbmhbqQBalvdQl6gMRuSDBwjcs/e/Lty7EH79eqzt1q6ucK5f7790qAawL15cxaGiKIryVDi52qN0TQ+c23cHJ7Z5ocXLiV/Ys4EfhcbFg3vF0TNPQcua69gmZ/a1b9++sWxgqcTfeecd6X5psGjRotQfpZLpeejjjUUTR+HujWuwd3JC50+GoXjVGsgOhEdGYc+luyIsmBbFLt0GTnY2Yj3brnIB6XGR01Eb52UUosPCEHT4iKmfRciJE1SKj3awtYVTtWqmAm6nKlVglUFcPrIj7OH0wQcfYPny5ZJu+9xzz0ktoWsifvLNmjXD1q0x0VUDpgf/+OOP6TBiRVGUpMGUKQoN1mk06lEGDk4Jn2vyFS4qda9sfHxw1TK0esOyRkhJPivGZ3H70ksvpfZ4lCzInUsXpBFf4H0/uObJi25DRsGjeElkZULCI7HtnI+kRLGg+2FIhGlbDkdbtK6QH20rF0CTMu5wss/etSkZBU6mhJ4/b4pYBO0/gOjgRxEnYl+qlKlRnnOdurBxVZevjMKLL76IW7duYf369RJpp6EI6/TmzJmT6ONY80eTEQM2olXSFgo81mOmtEcXJz1Zf7lkyZJUH5uiZEQKls6FPAWc4Xc7COf23kaVZomXLNTq2E2ExsktG9Co10twck24B0eGERq//fZb2o5EyZJcPLgPK76dhIjQUGkm023wSOR0c0dWJDSC4sIXy4/elD4XQWGPmq65udqjdcUCaF+5AOqXzKfF3BmECB+fR7azu3bJfXNs8uV71M+iYQPYJbG/j5K+nD59Wgw/9u/fLw6GZPr06WJ7PnXqVHEdTAgKi6T2bcpO8GL+jz/+MKVJe3p6igvksGHDYKuRO0VJ/6LwJoWxY/556RReuWnhRFNzi1aqAvfiJeFz5RKOrV8ttbCWQo8WSppxZN0qbJr1o9jXFqtaA50/HgIHZ5cslxa16+JdrDh6U6IX/maRCzpFsd6CaVG1iuWRnhdKBreddXCAc+3aMcKiUUM4lC2rtrOZgN27dyN37twmkUFoxc4UKvZQ6tatW4KP/fvvv/HXX3+J2OjcubPYoScW1QgNDZXFvCgyq9KuXTuZZOT7XbVqFd5//30RHUOHDrX00BQl21GuXgHsXnwRd70CpVt4gZK5EtyXIqR2x65YPeMraSVQu3M32NhaJjVbhYaSJva12+b8jgPLY+p1KjVrhdZv9c8wXSqflsioaOy/ck8iF6tP3Ma9wDDTtvw5HdCpaiF0qloQ1Yvm1mLgDGE7e9qUDhV86FBs21krKzhWqCCiQuosataEtVkdmpI5oN25h4dHrHWcdc+bN69sS4g+ffqgWLFiEvE4duwYBg8ejLNnzyZaa8ieTqNHj05xel7cdLz0wsrJKdnHI9ZkGtEeNrxdvHixNO1lbeaHH34o9TAUIU2bNsV3330nvasMdu7cic8//xz79u2T52GfrLlz54otfVxWrlwp3wUt9JkCd/36dQwcOBDr1q0Tsdi4cWOptylevHi841y4cKF8J3TBpEisUaMGli5dGqt+VFEyO44udihT2wNndt+WovDEhAYp17CxXIsF+t3D2V3bUbFJC1iCrHHlp2QYIsLCREGzKyVp1PMl1OveK9NfcPMC4cj1+1h+9BZWHr+JOw8fzWjmc7FH+yoF0LlqIdQpnhfWGrmwKGE3vBC4aycCd+1G0O7d4hZljl2hQiZhIbaz8Vz4KBmDIUOGYNKkSU9Mm0oprOEwqFKlCgoWLIiWLVvi4sWLKFWqVLyP4Ww+G82aRzTMbd8TgyLjbM1asATlDh2E1VPWn7BZ7927dyWt6vz58yI6aG1JgcY0tVOnTknE48iRI/I5vv766yIQKPo2b96MyMhH6aQGrKGhcOHfTp06SX1N27Zt0aBBA2zfvl0eywa8jK5QDNrbx25QyrqcF154AZMnT5bIlb+/vzwuic79ipLpisLP7L6NCwe98czzZUR8JAQjGGzgt2PubBxYuQQVGje3yLWYCg0l1Qh6+ABLp4zDzXOnYW1ji7bvfoiKjZsjs8IT1albD0VcrDh2Ezf8gmMVdLPeonO1QmhQMh9sbTS9xlJE+vsjaG+M7WzAzp0Iv3otQdtZ9rSwK1Ys0wvf7AJntXlRmxglS5aUWXdvb+/HLNnpRJWc+ot69erJX86MJyQ0ODtv7r6YHeCxcOPGjVi7di3at28vRdiMWDRs2NCUfkaxxfXPP/+8XPQzjY0RCoNKlSo99rwzZsyQqAcjI4yKkHnz5iEqKkqaARv/T5m+xdS4LVu2oE2bNo8JDX7X3bt3l+iUIRoVJSuSv0RO5Cviirs3AnB2z21Ua1n0iQ389iyeJ7Ua108eh2flqkhvVGgoqYLf7ZtYPHEU/G7dhIOLC7oM/BxFK6X/Dzo1uPUgGIsPe2HRIa9YTfSc7W2kOzcjF43LusHBVt2iLAFTn4KPHXvUhfv4ccB8ptTG5j/b2f/Soaqq7Wxmxd3dXZYnwdlvuhAdPHgQtWrFRAw2bdokF6yGeEgKnIknjGykVfoSIwuWgK+dXFasWCH2wIwy8LNkehMv6Lne/HPNly8fypUrZ4ou8XOk4EgMpjtRHFKw1KlTx7T+6NGjIvRy5IjtkkM7fUaa4lKtWjWJnlBcMBJCIdKjR494U7QUJbNjZWWFyo0LYes/56QovGqLIolOnNFtqnKzVjiydiUOrlysQkPJnDCCsWTyWAT7P0ROdw90HzIK+Yp4IjMRGBqBtSdvi7jYedEXRtSd7lAtynlI5KJFeQ+1orXQbGrY5SsxdRY7dyJo3z5EBQbG2ofN8YwCbue6dWET5yJFydpUqFBBUmtoVcseGLww7t+/P3r37m1ynPLy8pIL0tmzZ0u9AC9ama7DlB9eKDMt5+OPP0aTJk1QtWranIx5QfC06UvpSfPmzTFz5kxJV+LnyDQmpkslJcXqSbCO4tChQ5g1a5ZEP4yLpYCAABGLjJLEJT7RaWNjI5bGu3btkpoOuo0xSkITAHbbVpSsRtm6BbBz0UWxur15/j4Kl01cVNds/6yY89Du9q7XdemzkZ6o0FCeinN7d2L19GmICA9D/pKlxb7WJXeeTFPUzUZ6/x66Ic30zO1o65bIi+dqFkb7KgW1iZ4FiPDzMxVws9Yi4tatWNttcuc2NcrjwroLJXvDC1OKC4oJo2EfC5QNKD5Y6B0UFCT3efG8YcMG6eUQGBgoqT98zPDhwy34LjIWLKYuXbr0Y6KOqUq8kDdSp1i3wc+2YsWKcp9CjalWiRXNMzVt2rRp0lODYuH777+X9TVr1pT0KRb3s/4jKVCkNGrUSJYRI0ZIChUL181raRQlq2DvZIuydfLj1I6bOLn95hOFBjuDl6pVDxcP7MGhVUvFnCc9UaGhpHiW+eDKJdj61yzeQcladdFpwCDYOToio3PB218iF0yPuvUgxLS+eD5ndK9ZBN1qFEbRvJln1jErEBUaKo5QMVGLXQhhCoZZMaeVnR2catUyCQvHihXUdlaJBR2mEmvOR8ci8wJhCou4XcGVJ0NnqS5dukj06KeffpIUJxbtFy5cWNYbBfNMZXrvvfek0JuijsXgTKdyc3MzPVfZsmVlPcUGoyUUfXSdmjJlijwXGykWKVIEV69eFSewQYMGyX1zKHgoapgyRXHC+z4+PiKIFCWrUqlxIREaFw95I7hnGTjliG2SEBda3VJonNq6CY16vQznnIk7VqUmKjSUZBMVFYnNv/8sOX+ketuOaN63H6ytM25aES1oaUe76NANHL3xyIUop6MtOlUrJNGLmp55tEg4PbtwnzuHwB10h9qFoIMHER3ySPQR9rBwadQoxh2qdi1YpyDHXFGU1IfF2bS3pUtUWFiYpJuxzwYdpwwBwTQmNvdjmhpTqVjTQXeouLC2g/U0RmSDUY5t27aJkxXrQegiRRHDSFV8EQ6u4/4UKXQAYzSDz8GidUXJqngUywmPYjngfdUfp3ffQs02MUYICVG4QiXJOrlz6YI08Kv/XO90G6tVtHrAPQYPVrly5cKDBw+SHLrNLoQFB2Hld1Mk1480fel11OrULUNeoEdERmHrOR/M238dm896Izwy5qfOxnnNyrpL9KJlBQ842mVcgZSVCL9zR9KgJGpB21lf31jbbd3dTXUW7MbN+0r6oce91P/cWMB8+fJlqRVwzATRXiX90d+IklJO7byJzX+eQU53J7w0uj6snmCtf3rHFqyaPhXOuXLjrRm/wfa/iYG0Pl9oRENJMg99vbFk0hj4XLsCWzt7tO//CcrWfwYZjev3grDgwHXMP3ADtx8+miWvXDgnutcogmerF4Kba/ayp7QELNgO3L/fVGsRduHiYy44znViunC7NmoE+9KlM6RgVRRFUZSMRpna+bFzwXk89AnGjbN+KFohb6L783qNDfwC7vrizM6t4kaVHqjQUJLErQtnxVkq6MF9UcNdB32BgqXLIaMQFhGFDafv4J9917DjwiPXqDzOdhK56Fm7KMoVUCeiNO/CfeKEqc4i6OhRVuDG7sJdufIj29ka1WEdp/mWoiiKoihPxs7BBuXqFcDxrV44uc3riULDxtYWNdt1xra/f5Ma20pNW6bL5J4KDeWJnN29HWtmfC3OUu6exdF18AjkdPNARuCST4CkRi08eAN3A8NM6xuVzofedTzRplJ+7XeRhoRdu2YSFoF79yLq4cNY2+2KFDEJC5f69cQtSlEURVGUp6dSk8IiNC4f9UXgg1C45Eo8W6NKy7bYvfAf+F67gqvHj6B41RpIa1RoKAnC8p29i+Zh5/y/5H7JmnXQccBnsHeyrCNTSHik2NEyerH38j3TevccDni+VhH0qlMUxfK5WHSMWZXI+/cRuCemCzeX8Bs3Ym23zpkTLvXqxdRZNGwIe8/M1U9FURRFUTIL+Qq7SrfwO5cf4sIB7yd2Cnd0cUXlFq1xePVyiWqo0FAsRkR4ONb99B1Ob98s92t17IImL71uUWepM7cfYu6+62JL+yA4JiWHtU/Nynmgd52iaF7eA3Y2anmamkSFhSH40GGTsAg5eTKW7SxsbeFUPaYLtyttZytX1i7cFiYyIgqR4VHita4oiqJk/QZ+dy4/xLl9t58oNEjN9l1weM0KXDlyEL7Xr8KtaOKOVU+LnomUxwh6+ABLp36Jm2dPSa+Clq+/i2qtLWMVGBoRidXHb2P27is4dO2+aX3h3E5Sd9GzThEUzKW2p6luO8tUKNrOHjjwmO2sfelSj9Kh6tSBtYtGj9KD8LBIBD0IReCDMPy/vfOAj6pM9/9vSqak9wLpELp0QhFFiqggiq4UywoouHf/ouii66J3xb3rtXtXRFdFRXGvLCoKIl5RpCgivUkNLRAgvSczmX7+n+edzDCTTBokmUzm+X4+hzOnzJl3hsk85/c+TV9hEm5yWtv3GaEvr4GuwgCDHujVDxg/f5y3h8wwDMO0Md2HxOKXL06JUrdl+TpExDduk8Pj4pExbCRO7f5VNPCb+IdH23R8LDQYN0ou5mDNy39DRWEB1IFBmPL4IqT0H9ju48gtr8HKXTlYtScHxdX23AulXIYb+8RhZmYyRnePFmVqmVYqO1srLETZ2ZISt+OK6Gh7F+6RJC5GIiAuzmtj7bTiTmdBVakB1WUGVJUaxbq6zAh9pV1MkLgw1ViafU193qU2HTPDMAzTMQgMVSG5TyTOHynByd0FGH5bepPPGTJ5qhAax7ZtweiZ94siP51aaLz99tuiE2h+fj4GDBiApUuXiiY/nnj//ffxySef4MiRI2J7yJAheOGFF9zOnz17NlasWOH2vJtuugkbNmxo43fi25Ab7Zs3Xha9MsLjEkTSd1TXpt1wrXnD9euZEuG92HisALbaCJ34UA3uGZ6MmZlJiA3hOuNXi7WqCnoqO0viYscOmM6erV92dqi97Cwt6h4ZXHb2Kj0R1SQiSo2oIgEhBIWxVlgYxbbFbGvWtRQwIkhRhkB5GYLkZQhUlNrXtE37Q1UIiomApseINn9fDMMwTMegR2ZcrdDIR+aUtCZtdpeevUXlUKooevCH/8Ooafd0XqHx2Wef4U9/+hPeffdd0TmUunuSKMjKykJsbP3KRlu3bhXdRUdRPLhGg5dffhkTJ07E0aNHRfdQBzfffLPoXupArea+CY1x4Pv12PLRMkiSDV179cVtC59utxb1VQYzvtp/SQiMM0U65/4R6ZGYNTIVE/rEce7FVSBRnsWhQ0JUUMO8msOHAav18glcdvaqsFltQjBUFtegstiACrGuEbXNadugcynx2whaZTWC5cUIkeUjWFGMIEUJguS1QkJBwqIUKpkesuBYIKqbfYmk9Q32xxFpgMq7hRoYhmGY9idtQAyUaoWwOZSvEZ/e+P0bCZEht07F+jdeRumlC206Nq8Ljf/5n//BvHnzMGfOHLFNguPbb7/F8uXL8Ze//KXe+Z9++qnb9gcffIAvv/wSmzZtwv333+8mLOLj49vhHfg2NqsVW1a8j4PfrxfbVFd5wrz5V9UxsrmcLKgS4mLN/kvQmew3vkEqheh78fuRKegRx30vrjzP4hR0O+weC/2evZD0erdzVCkpCBThUCNFlShFWPuISl+FxIJDSNjX9qWi2IDqEgNsDvdbAwQoLQhRVSJYXoRg6WKtmCixbyuKxWOlzEWQaCOByDQgqjsQOdpdWGi4azfDMAzj3lMjfWA0Tu4qQNau/CaFBpGROQq/f/lNxKY2HWrls0LDZDJh3759WLRokXOfXC7HhAkTsGPHjmZdQ6/Xw2w2IzIysp7ngzwiERERGDduHJ5//nlERUV5vIbRaBSLa2t1f8Co12H9kldEyBQx+u5ZyLz9rjYNkzFbbSIsasWv59xK03aPDcb9I1Nwx6CuCNG0vcjpbJjz8qDbsdPutaA8i+Jit+OKyEgEjRhRm2sxEgEu3j/GjsVsRUVhDcoL9SgvcF1qmvRKyOU2hGqqEKosQhhyECqdR6giH6GKQoQoCqGWuws9yORAWBIQkQpEDrV7I8Tj2rWGhR/jXSgEuby8HGvXrnXuW716Ne677z7893//NxYuXOjV8TEM407PzHghNKjM7ejpGVA0EQkiVyjaXGR4XWgUFxfDarUirk5yKW2fOHGiWdd46qmn0KVLFyFOXMOm7rzzTqSlpeHMmTN4+umnccsttwjxolDUL8/64osv4m9/+xv8ifL8PKx99e8i+VupUmPS/IXIGD6qzV6vTGfCyt05+NeO88ivtFcxomTuG3vHCYExslsU5wG0tJ/Frt3Q7dwB/Y6dMJ0753ZcptG45FmMhLpHD1FBzN+RbJLIk6goqEEZiQgXUUE5E2jEMRGo0iM0oAShsku1QqIAYcoCsaawJpmszpPVoUB4ChDRz0VE1AqJ8GRAwYKa8R0oeuDhhx8WUQeOCISWQBOCAXU85TTZqOIwTYZpFRJ7RUAbEoCaKjMuHC1Fav9odAS8Hjp1Nbz00ktYtWqV8F5QvoaDmTNnOh9fc8016N+/P7p16ybOGz9+fL3rkEeF8kRcPRpJSe2XBN3ekAdj/ZuvwKjTISgiEnf8+VnEpXdvk9c6XViN5duz8dX+izDUJrxGB6twd2aySPDm0rTNw1ZTA/3+/dALj8VOGI4dc+9nIZfX5lnYq0P5e54FhTJRjkRprg6ledUozdOLxyQsqMdEQ6jkNQhX5iJcfgERyksIU+QiQpmLMEUeAuTGOieHABEpQPhwu3BwLrQvGdByF3SmflijxdS8xP/WRqmSX/FkziuvvILFixcLe3vHHXeIfV9//bWYoDt27JiY7Js1axaeeeYZKGv76NBr/fOf/8R3330nQpuffPJJsZ88JPPnzxdekfPnz8Nm887nwTCdDblCjoxhcfht80WRFM5Cg244o6OFh6GgoMBtP203lV/x2muvCaHx448/CiHRGOnp6eK1Tp8+7VFoUD6HPySLk5Hbs+5L/PLvT0TSd0JGT9z2p6cRHBnV6q/zy+lifPhLNrZmFTn39+0SigdHp2Fy/wSold5r/OcLSBYLDEeO1IZC7UTNgQOQzO7hO6pu3ew5FiNHIHDYMChCQ/1XUOTpLouKixUoLzS65bu7IocZYYoChCsv2UWFwrHOhVZeQbnxdrQRQFgiENYHCJvoLiKEkIgQifQM01xIZCxb8JNXXvuhJWNEHHdLoagBEgzr16932s9t27aJnMg333wT1113nYgceOihh8QxEiQOnnvuOWGnqcgLCRDKvSQ7THmVX331lccIA4Zhrq55HwmN7EPFMBksUGm870/w6gjIZUrlaWm2Y+rUqWIfzW7QNs14NDa7QrMh33//PYYOHdrk61y8eBElJSVISEiAv2I2GLDh3SU4uWOb2L5m3ESMe+CPrZr0bTBbsfbAJeHBOFlQLfbRfdiE3nFCYAxPi+TwqAaQbDYYT52Gftcu6HbuhH73btiq7Z+hA2V8/GVhMXwEAuLqV2XrrJB4rS7RoeR0LkrOF6E0txqlRVaUlQfAavN8s6KEERHKi4hU5iBSSR4KWi6KvAma+UFoV3uehBATg4Bwx+Mk+zF1cLu/T4bpSJA3gjwXZJMp19EBeTKoWAt5MRyTeX//+9/x5z//2U1o3HPPPfXCrChcikrUx8TEtOM7YRj/IDYlBOFxgSIc+OzBIvQa4f37Xq9LHQpZoh8rEgzUC4NmPnQ6nfPHiWZNqGwt5VEQVM722WefxcqVK5Gamip6bxDBwcFiqa6uFj+Cv/vd74RXhGZa6Meve/fuomyuP1JekI+vX3sexTnnIFcoMW7OQ+g/4ZZWu+kvrDLgf3ecx//uykGpzuSsHjVtaBJmj0pFajR3jvZ042w+fx66nbug27UT+l27YS29nBxPyMPCEJSZKcKhAkeMgCo1tfMKNUMlUJUnFktpHkoulqMkz4jiYgVKKoJQoo+B0eb6PSKBHODsLWEXFBfsS8BFRIYaEBKtgTwsAQhNBEKHAqG3XRYWVCJWzrOpTPuHL5FnwVuv3VIoWoByKUk8kH0mG0scOnQI27dvFxN+Dijf0mAwiAItgYH2MsueJgJTUlJYZDBMG0H3CNRTY/c32Ti5K5+FBjFjxgwUFRUJ8UCiYeDAgaKxniNBPCcnR1SicvDOO++IGZG77rrL7Tr0Q0huWnLF/vbbb6JhH1XMoNhR6rNBsy3+EB5Vl3OH9uPbJa/AoKsWnR8pVKprrz6tcu2juRUiPOqbQ7kwW+35Al3DtUJcTB+WhDAtJ7u6Ys7NFQnc+p07odu1C5ZakezWKG/IEAQOzxR5FprevSDz9dACixGoLgCq8muFRO26Mg9SZS6qS/UoKdOguCYOJZZUlJhTUW5NgIT63cflsIi8iUhtIaJCqxEZaUNkvAYhcRGQR3QFQgfYPRHBcYDC6z9tDOPxJuBKwpe8BU3yUaWpsWPHiiIr5OEICQlxTuhR0ZW6uOZLBgXVn2TytI9hmNaD8jRIaFw8UQZdhRFBYd699+0Q1pjCpBoKlaIEblfO1amuUxetVitCqvydevkY3XtiysJFCImMvuqY+M0nCvHBL2ex8+zlGfghKREiPGpinzgoubmewFJcLASFXngtdsGck+N2XBYQAO3AgQgcMVyUntVecw1kvpLAbbUAusJa4eAqInLd9+lLxOk2SY4yS1cUW9JRZE5HsaUPis2TYJQ890rRqgyICq9BVIwM0V21iE6JQkRaVyjCx7MngmHaEfJA/PTTT06xQROBgwcPFk11KVKAYZiORXhsIOLSQkXjvlN7CjBwQrJXx9MhhAbT+vkY37+7BFm1+Rj9xt6I8Q/+v6vKx6D8izUHLuH9bWdxtrZ7N5WnnXRNghAYA5O4wo6ltBT63XtEfoV+z26Rc+GGQgFtv34iDCpoeCa0gwZBru1gVbdsVkBX5CIc6giJ6trt6kKSsx4vYZWUKLEko8g8GMXmNBRZuglvhUWqL6LIWRkeE4DoxFBEJYcjOjEYUYnBCAxVdd4wMYbxMagKI036kdigEGRKEKeoguTkZLGmqAMKpzpy5IjoWcUwjPeTwguyK3FyNwsNppWpKMzH168+jyKRj6HA2FkPYcDESVd800b9L/6187zo4F1cbc+/CFErRWnaWaNS0SW8g90odyRhQRXNevcWnbfJa0F9LRS1Mc7tDpWQJO+Ca/iSpzV5KaRmlpuUKWAKTEKxYgCKbT1QZEhCUXUUyiq0sEn1v28UMhKdFIzopBDEJIWIx5HxQVAEsAeMuXpKS0vxyCOP4JtvvhE3vpSnt2TJEmdeQUNQfyUqy7pr1y4Rekvhu+QVJ+84c5nExESn2KBKUhRSRYVZKG+S+mP06tULc+fO9fYwGYYBkDE0Fr98cQpFOVUoy9chIt57IYsyiWJsGDeoj0ZYWBgqKioQ6kMlQ8//dhDrl7wMQ3WVyMeY8vhfkNi735Vdq0Qn8i8+33vB2f+iS5gGD4xOw4xhSX7ZvdtSUgL9nr2NC4sePRCYmSnKzQZmDoMyIqJtB0V/voZykfPQsIio9UTYLM27JnWtDooFQuKBkAQgJE6sTeoEFNckoLA8FEVFASjMNaG8sMajY0MTFCCEREyyXVTQOixGC5mcvRQdFV/93XNATVnz8vLw3nvvieZwVFBk2LBhonBIYyKDwoGol9KUKVNECVaamb/99tubndPX2OdGydHZ2dmieaxr7gLDOODvCNNWrH/rEM4fKcHQSakYflu61+wFezQ6AaQV965fg22ffizyMeK7ZeC2hc8gJKrl+Rj7c8rw/s9nseFovrMfHPW/eOj6dBEmFeBH+RctEhaZw4S4aFVhYTW7JE/n1lnnXc6HMOubeUEZEBTjIiBc144lQZxjMkkovlCFwvNVYkakaF+V6KRtFxXurxcUrhZCQgiLWlERHKHm0Cem3Th+/LjIHdizZ4+z0tHSpUsxadIk0XOJioJ44vHHH8ejjz4qSrU66NmzZ7uNm2EYpq3oMTxOCA1q3pc5Jc1rNpmFho9jNhrww3tLcWK7vQlU3xsmYALlY7Qgqdhqk/Dj8QIhMPaeL3PuH9szBvOuT8fI9KhOf9Moys1eykXNvr3Q76VlH0zZ2W0nLKgaU+Ulu3CooLVjya1d59lzJRrIg6gHNY8TosGxuAgHxzaVdFXU90RRUx8hKo6RqCgRYXeXRYU7JCBISFCt7pjkUPGY8ikYxpuQZyI8PNytnOqECRNECBWFRDm6WbtSWFgojt17770YNWqUKIVO4T9UsnX06NENvpbRaBSL68wewzBMRyOtfwyUagUqiw3IP1uJhG5hXhkHCw0fhvpirF/yCkou5oh8jBtmzcPAiZObLQoowXv1vosiRCq72J7grVLIMXVQF8y9Lh094jxXBOoswsJ05owQFEJY7NsHS15e6wgLi8ldOFRcdBEQl+zCQl/cvIHKA+xCIbRWMIR2qbOu3R/QvHhyISouVqPofBUKcyrFmkUF4+tQafTYWPcGlhQGFRkZ6ey1VJezZ8+KNZVFJ68H5WZQIznqfk1JzRkZGR6fRz2dqLQrwzBMRyZArUC3gTHI2pUvemqw0GBadJP8248bsHXF+7CYTQgKj8CtC55CYp/m5WOUVBtrE7zPOxvsUc+L+0YkY9bIVMSGdr44UcligeH4iVpRsRc1e/fBWl7ufpJSCU3fPiJpO3DIUAQOHgRFuIdqWjXldvFQccG+Ls9x36ZwpuZ4IpSa2u7U1APCsXSpXZOA6AIERtlLM10BZqPV7qmg0CchLOxJYZ6GRuFPdkFBwoJFBdMxoJAmSjZuKmzqSrBRgQQAf/jDH5wNYgcNGiS6YC9fvtzZJLYulM9BjWZdPRpUlYlhGKaj0SMzTgiN0/sKMXp6BhTK9g9/Z6HhY1DjvY3vLcXJXdvFdurAIbjl/z0ukr+bgrwWH2w7K7wYRovdyCZGaDF3dJro4h2k7jxfB2u1DobfDkG//wBq9u9HzcGDsOndcwtkGg20AwbYhcXQIeKxKDdLIUskHi78CByuIyJoMVY2X0SQcKBO1E4B4SIsKNyplULShKggT0VOpTOvoixP58yz8ZRT4SosWFQwHZGFCxdi9uzZjZ6Tnp6O+Ph4EQrlisViEZWo6JgnEhLsHXP79HFvYNq7d2/RKLYhKEncH5u/MgzjeyT2ioA2VIWaShNyjpUirf/V9VK7EjrPnaUfkHvyOL5981VUFhWKUKnRd8/C0MlTIWtixnvf+VIs+/ksfjhW4Lzx7J8YJhK8b+4b7/MN9pz5FQf2o+bAAegPHIQxK8te0tUFeUgIAgcPRuCAvtBmxEIbq4Ss+hJQfg44+xN9UHaBYalp+kXJ0xCWZBcRtA53eUxLUHSriYi6mGoo/InERLU9/CmnGuX5DYiKMBViaj0UDmHh7S6hDNNcYmJixNIUI0eORHl5Ofbt24chQ4aIfZs3bxZei+HDh3t8TmpqqkgSp8Zzrpw8eVJUsGIYhvF15Aq5KHX72+aLIimchQbjEclmw+51X2L7Z/8Sj8Pi4jH50SdFt+/GErw3HivAsp/PYH/O5RChCb1jMe+6dGSmRfpsgrdkMsFw/Dj0B8hbcUCIC0sRJU67ExAbCW23WGi7qBAYbYRaVQhZ5bdA4b8B98nPOsjsHojwFCA8ub6IoMeqQLQHBp0ZRRfsHoriHHv4UwWVlPUAeSXcwp9SWFQw/gF5IahM7bx58/Duu++K8rbz58/HzJkznRWnLl26JPIvKA8jMzNT/P49+eSTWLx4MQYMGCByNFasWIETJ06IHhEMwzCdgZ7D44XQyD5ULCYqVdr2vfVnodHB0ZWX4f/eeh05hw+K7Z6jrseN8+ZDHej5RrfGZMXq/Rfx4bazOFeidyZ43zm4K+Zel4busb6X4G0uLITh8GER/kTiwnD4CCSXqi8CuQyaOBIUJmhDS6GNMiIgMPfy8Yo6F6U+EREOIZHi/pjEhFLV7l4ZfYXJHv50wS4qaE3VIjzhSNR2XVhUMP7Mp59+KsQFiQlHw74333zTeZzEB3kv9C4hlI899pjoY0BlbinMigTHxo0b0a1bNy+9C4ZhmNaF7g/C4wJRXqDH2YNF6DXSHjbaXrDQ6MCcO7gP3/3zH9BXlEOpUmPcA39Avxtu9OiJoARvSu6mJG/XBO/fj0jB/aNSEBviGwneNp0ONUeP2oXF/r2o+e0wLEUl9c5TqKzQRpuhjTYJcaGJNEOudIkdCggEItKAyDQgItW+OAQFCYl28kh4wmq1oTxfL0SFWC5UoeRSNWqqzB7PD43WuIuKpBBoQzingmFcoQpTjTXno1ApT/1pKeHctY8GwzBMZ0Imk4mk8N3fZIvEcBYaDKwWiwiT2rPuS7EdnZwqqkpFJdavbHKmqFqUp/3SJcE7KZISvNMxbWgiAlXKDl0JynjsEGp2boXh0AHUnDgLY25Z/apIMgnqUAs0UXZRQeJCFWKFjPIgInu7CAqXNfWM6AChYRT6VOIQFBerxLo0Twebpf4NDw2XZh2iE6mjtj30iR5Tl22GYRiGYZgrwSE0LmWVQVduFEVh2ouOexfqp1QU5uPbJa8i77Q9QXHAxMkY8/sHEKC6/KWgWbmfTxVj+S/Z+Onk5dyEASLBuxtu6hvXsRK8LUZIJWdhProLhkN7UXP8FAxnC1CTb4BkqS8GlFortFEmaKPM0CSFQJORDkVCdyAy3V1QqDtOGJjFbEVZvh6luTohJGhNwqK6tE6IVy0BGoUQEdFdgxGdFIKoxGBEdglCgErR7mNnGIapS1FREZ599ll8++23KCgoQEREhAgto33XXnutt4fHMEwLCIsJRHx6qGjcd2pvAQZOSEZ7wUKjA3Hi15+xcdlbMNXooQ4Kwk1/WICM4aOcx/UmC77afwkfbc/GmSKdcxZ8fK84zLsuzbsJ3hSSUF0AFJ+CVJQF07GDMBzPguFcHgx5ehjKAmAz1xU/MsgDbNDEANqkcGh7pEDTvx8C0vsDUd3swkIVhI6E1WITcY4OMeEQFhWFeo9Vn4iQKI1dVIjFLipCozSQyb3vcWEYhvEE5biYTCaRIE8lhElsUI+RkpL6oawMw3R8emTGC6FxcjcLDb/sjfHTv5bjyJYfxHaXHr1FVanQGHun20vlNfjk13P49+4cVBosYl+wWonpQ5Mwa1QKUqLa8WbcbABKzwDFJ+2iIj8LxlMnYDibC0ORFYbSABjKlZCsrqLC7o2RKQB1fDA03ROh7dsb2mGjoBowGrLApnuAtDdWsw0VRTV2QZHnIigK9LDZPCsKdaBSeCUiuwQjMiEI0YlBiOoaDHUghz4xDGP3RlvqFrJoJ5RqdbMnoqhU8LZt27B161aMGTNG7EtJSRHVuohz584hLS0NBw4cENW6HM8hr8eWLVtwww03iOeOHTsWGzZsEDkwVM2LyhCvWrVKlCGmpodUCezWW2/FBx98gMAGCpwwDNM6dB8Si18+PyWqWNL9DN2ntAcsNLxsdLJ2bBMdvqm6FLknhk+djlHT7hG9MfacKxXei++PFohytURKVCBmj0rFXUMSEaJpwxtYXUmtmLi8WC5kwXg+H8YKJYzlSuGlMFQEADYyXu7J5jKVAprUeGh69YRm4DBoBo+Auls3yAI6zk23ZJNQXW4UidnlhXrhqXCsq0oMDXooKOwpigRFwmVREdk1SJSX9dWSwQzDtD0kMt6cdZdXXvvRFasRoGleUZDg4GCxrF27FiNGjLiqBoXPPfcc3nrrLSEkpk+fLha6HiXuV1dX44477sDSpUvx1FNPXfFrMAzTNFREJqlvJM4fLhE9NUbc3j7V9VhoeInygnxsWv6OqCxFRCR0xY0PzUdsjz5YeygPH20/h8OXLtdkvbZ7FOaMSsPYXrFQtFbIjc1qb1BXfAooznJ6KWx5J2HMr6wVFAEwVpCgUMJqoPyBqHqXkQdpoenZHZr+g6Dp1x+aPn2gSkmGTKHoEGLOqLNcFhIuYqK8sEZ4LhqCBEVEXKDdS5EQLMQEiQoqLcuCgmGYzopSqcTHH3/s7EsyePBg4dmgviT9+/dv0bWef/55Z07Hgw8+iEWLFuHMmTMiHIu46667hBeEhQbDtD09M+NrhUYBht+W3i73Miw0vFBRau/6Ndi5+t+wmE1QKJUYfscMpI2bgs/25+FfX21BcbXdta5WynHHoK6YfW0qesWHXvmLmvRAyWl3D0XRSUhFp2EqtwpBYRCCwi4szDoqneq5G29A1wSoe/aCOqOHEBSavn0Q0LWrV2+8TQaL6DdRWVwjPBGVJTVi2/HYbLA2+Fy5QoawGC3CYgOFqKCqT+Fx9m32UDAM09rhS+RZ8NZrtzRHY/LkySKEaufOnfjuu+/wyiuviDAnCo1qLq7CJC4uTng2HCLDsW/37t0tGhvDMFdG6oBoBKgV4v4o/0wFErq3feg6C4125FLWcfz4/lsovnBebCf27Y/gsTPw8TkzNr32Myy14VFxoWrcPzIVd2cmIzKomf0SKM5HV+QiJk4BRVmQik7CUnAJpkolTFV1lupIQPJ8I62IioK6RwY0PXpAnZEBNa27dYM8KKj9PRJ6iyjHVlXqEA8GVBXXiDUJCfJYNAV5IVzFRFisVqwpKVvekSp0MQzTaaGJi+aGL3UENBoNbrzxRrH89a9/xdy5c0UndRIfhGtfEmqI6IkAl3BZ8f7rhM/SPputYc8ywzCtB1W2TB8Ug6yd+cjaXcBCo7NgqK7GtpUf47dNG8S2KjgE+oGT8Wp5HIq/veg8b2BSOOZcm4pJ1yQgoKGbX0rGLsu2C4kSWigx+xSsuSdhKtK5CQljlUKsJUt8g2Mj4SCEhENMiHUGlJGRaI+SsNQNm/IkdHUW574KU6PhTQ6o1wRVd6LmdqFR2trHWrEdEqmBksvGMgzDXBV9+vQReRsxMXaPd15eHgYNGiQeHzx40MujYximuT01SGic3leA66ZnQKFs28lWFhptCM32UMlaSvam7t5EfvwAfKMaDMMlmtUyISpIJcKjpg1NQs/42r4QNLtTcbFWTJwWC+VNmM+dhjm/EGadHGadAma9EiZaVytgNVLFjgaqdigUCEjsClVqKtSpaVClpYrHtCjj4lotPIjer6nGIjpc11SbUVNlgoHW1Saxz/FYV06LUTSzay4kJKjBjBAOJCKiakUEraM0UGn5q8wwDNMaUAnbadOm4YEHHhChTyEhIdi7d68Inbr99tuh1WpFkvhLL70kqk8VFhbiP//zP709bIZhmkFizwgRGq6vNCHnaAnSBngOlW8tOsTd2dtvv41XX30V+fn5oiEQVaBwlNHzxBdffCHcuFRiLyMjAy+//DImTZrkdsNL7t33339flNyjRLR33nlHnNtelOfn4ccP/4nzvx0Q22WqCGyOvB652i4imfvGHlG4r48SoyJ1UFbshW3vv2HIzoI55xzM+QUwV9pg1ivsgkJHQsIxI9+wp0ERHQ11WppTRNgFRRpUiV0hUzUvBIs+O/IgGGssQjQ41qYaq31bbxE5EbS+LCAuC4mGSr82OGalHEHhKiEiHEuw43GYY58KygD2SDAMw7QHVHFq+PDh+Mc//iEStyksKikpSSSHP/300+Kc5cuXi+TuIUOGoGfPnkKETJw40dtDZximCShcPGNoHA5tviCSwttaaMgk1yBLL/DZZ5/h/vvvF5Ut6IftjTfeEEIiKysLsbH2PhKu/Prrr7j++uvx4osvivrbVCKPhMb+/fvRr18/cQ5t03FqNESzLSRKDh8+jGPHjomY06aorKxEWFgYKioqEBrasiRsq8WMHz/7DEe+XU0bsEEGQ2AE4hQG9JDKkWSrQmB1FawVOlj0MlgMClhq5HX6TnhGFhgIRddEKBOToUhIhDwuAYrYeMhj4iCLTYBNqYbFZIXFZIO5du3YpjAlemx23WeywmSw1hEUFtisV/eVoEQjbUgANMEqsdYG06KCpvZxYNhlMUG9JzjhmmG8z9X87vkzjX1uBoMB2dnZwg41x/Yw/gd/RxhvUHi+El+8uBeKADkeeGV0i6NCWmIvvC40SFwMGzZM1NkmKCmMZk4eeeQR0eSnLjNmzIBOp8P69eud+8iFS02DSKzQ2+nSpQsWLlyIJ554QhynD4IqW1C5PirPVxej0SgW1w+QxtBSg7v8kQWoKMqDTdKLbbUUiXCpN5QIhiSTQZLJIUEG0NrtsQwS5LApFLAolbApaAmATaaARF3uoAAkOWRS+yUtS7DBGmCBLcAEa4AZVqXZvnZsB5hgURlhURthVtWItUVtgFllgKSwuSUJSnB53MjXzfU8T+e6XafOufU3pSu6TlN/DvVet4Hn1LtuMz+Dpo57ev2Wju1Kn9fS6zc21ibH1IqfQXOu2dRzGz/khfE0cZ0bkm7Af137X2gJLDSuDBYazNXA3xHGG5DdWPncLlHqf9z9vdF7VEKb2Quvhk6ZTCbRIZTqajuQy+WYMGECduzY4fE5tJ86irpy0003iQQ1gv5gKQSLruGAPgwSNPRcT0KDvB9/+9vfrvr9VJeU2kWGLBAB2jGAqhcqrma2XiIl2NhhG6wyK2xyKyxyU+1itq8V9sdmx36F2f0ccdwEs8IIk8IAk6IGRiWt9TApDTDLjSAd1NxxwlC7MAzjdarN1d4eAsMwDNNBoUiSnsPjsGtdtmje11Kh0RK8KjSKi4thtVqFt8EV2j5x4oTH55CI8HQ+7Xccd+xr6Jy6kNBxFS8Oj0ZLSRzQC7lHsxCSkA5ltA3W8EuwhQQCVPGIbtrJgeFYk3PC5bHYT/vkEsiJIVPWnqOQIKcGfQrJfp7Csd/eA8KBTFwsoHa5nBTuGpZkP8fzvro0dI7b44auI2v+8xo7z/VazTm30es2Ivhach2PY/QwzobO8zQOj+c1MaaGuNLXbOr6DX1PGjy/Oa/ZxDVb8n9W5+CVPa+J41c8nsZe7yo+98aOBauCr2g8DMMwjH/QIzNehNNTFapOnwzubdRqtViuljufeqZVxsMwDMMwDMMwbQW1ABg5tRvaGq92KouOjoZCoUBBQYHbftqOj/fc+4H2N3a+Y92SazIMwzBMW+HlVEimA8PfDaaz41WhoVKpRGm8TZs2OfdRMjhtjxw50uNzaL/r+cTGjRud51NCFQkK13MoFGrXrl0NXpNhGIZhWhtHF2y93l4ghGHq4vhu1O2YzjCdBa+HTlFuxKxZszB06FDRO4PK21JVqTlz5ojjVPq2a9euImGbWLBgAcaMGYPXX38dkydPxqpVq0QjoWXLljljnh977DE8//zzom+Go7wtVaKaOnWqV98rwzAM4z+Qxz48PFw0tCMCAwO5nDfj9GSQyKDvBn1H6LvCMJ0RrwsNKldbVFSEZ599ViRrU5naDRs2OJO5c3JyRCUqB6NGjRK9M6gLKTUOIjFBFaccPTSIP//5z0KsPPTQQ6Jh3+jRo8U1uXQcwzAM0544QnYdYoNhXCGRwWHdTGfG6300OiJcT55hGH+Df/fa9nOjCovUYZthHFC4FHsyGF/EZ/poMAzDMExrUFpaKhq9fvPNN8IL/rvf/Q5LlixBcLDnUr/nzp0TobWe+PzzzzFt2rRWHR/dUPJNJcMw/oZXk8EZhmEYpjW49957cfToUVEcZP369fj5559F+GxDUK+kvLw8t4Uat5IwueWWW9p17AzDMJ0V9mgwDMMwPs3x48dFHt6ePXtEYRFi6dKlmDRpEl577TVRDKQu5F2oGxu/Zs0aTJ8+vUEvCGE0GsXiGkLAMAzDeIY9GgzDMIxPs2PHDpFU6xAZxIQJE0QIFZU2bw779u3DwYMH8eCDDzZ6HlVApNhkx0KeEYZhGMYz7NHwgCM/nmeqGIbxFxy/d75YH4QqFsbGxrrtUyqViIyMFMeaw4cffojevXuLyoaNsWjRIlGW3QElQyYnJ7O9YBjGb6hsgb1goeGBqqoqseaZKoZh/PH3j2bqOwJ/+ctf8PLLLzcZNnW11NTUiLLp1HOpKdRqtVjqGly2FwzD+BtVzbAXLDQ8QPG8Fy5cQEhISIuaK5HBIWNDz/XV8pC+/h54/N6Fx++774FmpshoeMpn8BYLFy7E7NmzGz0nPT1d5FrU7VNhsVhEJarm9ChYvXq1aJ5GDWJbCtsL330PPH7vwuP3D3vBQsMDFNebmJh4xc+n/yxf/dJ1lvfA4/cuPH7ffA8dxZPhICYmRixNMXLkSNGclfIshgwZIvZt3rwZNpsNw4cPb1bY1G233das16oL2wvffw88fu/C4+/c9oKTwRmGYRifhnIrbr75ZsybNw+7d+/G9u3bMX/+fMycOdM543bp0iX06tVLHHfl9OnTohTu3LlzvTR6hmGYzgsLDYZhGMbn+fTTT4WQGD9+vChrO3r0aCxbtsx5nLpyZ2VliRApV5YvXy48EhMnTvTCqBmGYTo3HDrVilCC4OLFi90SBX0NX38PPH7vwuP3Pp3hPVwJVGGKErobIjU11WOFlBdeeEEs7U1n+H/y9ffA4/cuPH7/eA8yyRdrGTIMwzAMwzAM06Hh0CmGYRiGYRiGYVodFhoMwzAMwzAMw7Q6LDQYhmEYhmEYhml1WGgwDMMwDMMwDNPqsNBoRd5++21R2USj0YgmUXXrtXdkqI78lClTRM156m67du1a+Aovvvgihg0bJjrzxsbGYurUqaKMpS/xzjvvoH///s6mOdSA7LvvvoOv8tJLL4nv0WOPPQZf4LnnnhPjdV2oVKovQX0i7rvvPkRFRUGr1eKaa67B3r17vT0spgHYXngHthcdD7YXndtesNBoJT777DP86U9/EmXC9u/fjwEDBuCmm25CYWEhfAGdTifGTMbP1/jpp5/w8MMPY+fOndi4caOol0818ek9+QpUx59+bKmzMf2xjxs3DrfffjuOHj0KX2PPnj147733hCH0Jfr27Yu8vDzn8ssvv8BXKCsrw7XXXouAgABxw3Hs2DG8/vrriIiI8PbQGA+wvfAebC86Fmwv/MBeUHlb5urJzMyUHn74Yee21WqVunTpIr344ouSr0FfizVr1ki+SmFhoXgPP/30k+TLRERESB988IHkS1RVVUkZGRnSxo0bpTFjxkgLFiyQfIHFixdLAwYMkHyVp556Sho9erS3h8E0E7YXHQe2F96D7YV/2Av2aLQCJpNJzCxMmDDBuU8ul4vtHTt2eHVs/khFRYWzgZcvYrVasWrVKjHDRi5xX4JmCidPnuz2t+ArnDp1SoSCpKen495770VOTg58hXXr1mHo0KGYNm2aCAcZNGgQ3n//fW8Pi/EA24uOBdsL78H2wj/sBQuNVqC4uFj8scfFxbntp+38/HyvjcsfsdlsIs6T3IL9+vWDL3H48GEEBweLDp3/8R//gTVr1qBPnz7wFcjYURgIxUD7GhQj//HHH2PDhg0i/jk7OxvXXXcdqqqq4AucPXtWjDsjIwPff/89/vjHP+LRRx/FihUrvD00pg5sLzoObC+8B9sL/7EXyja5KsN4cYbkyJEjPhUv6aBnz544ePCgmGFbvXo1Zs2aJeKJfcF4XLhwAQsWLBAxz5Tc6mvccsstzscUK0yGJCUlBZ9//jkefPBB+MINE81QvfDCC2KbZqjo7+Ddd98V3yOGYerD9sI7sL3wL3vBHo1WIDo6GgqFAgUFBW77aTs+Pt5r4/I35s+fj/Xr12PLli0iWc7XUKlU6N69O4YMGSJmeSjZcsmSJfAFKBSEElkHDx4MpVIpFjJ6b775pnhMM7i+RHh4OHr06IHTp0/DF0hISKh3g9G7d2+fcuf7C2wvOgZsL7wH2wv/shcsNFrpD57+2Ddt2uSmGGnb12ImfRHKRySjQa7jzZs3Iy0tDZ0B+g4ZjUb4AuPHjxeufJphcyw0Y0Kxq/SYbqx8ierqapw5c0b8IPsCFPpRt0TnyZMnxSwb07Fge+Fd2F54H7YX/mUvOHSqlaBSheRyoj+WzMxMvPHGGyI5a86cOfCVPxRXNU4xh/QHTwlyycnJ6Oju75UrV+Lrr78WtdEdcc5hYWGiPrQvsGjRIuGOpc+a4jzp/WzdulXET/oC9LnXjXEOCgoSNbp9Ifb5iSeeEH0B6Ic2NzdXlB0lY3f33XfDF3j88ccxatQo4QqfPn266MmwbNkysTAdD7YX3oPthfdhe+Fn9qLd6lv5AUuXLpWSk5MllUolyhfu3LlT8hW2bNkiSvzVXWbNmiV1dDyNm5aPPvpI8hUeeOABKSUlRXx3YmJipPHjx0s//PCD5Mv4UrnCGTNmSAkJCeLz79q1q9g+ffq05Et88803Ur9+/SS1Wi316tVLWrZsmbeHxDQC2wvvwPaiY8L2ovPaCxn90zYShmEYhmEYhmEYf4VzNBiGYRiGYRiGaXVYaDAMwzAMwzAM0+qw0GAYhmEYhmEYptVhocEwDMMwDMMwTKvDQoNhGIZhGIZhmFaHhQbDMAzDMAzDMK0OCw2GYRiGYRiGYVodFhoMwzAMwzAMw7Q6LDQY5ipJTU3FG2+8gY7Mhx9+iIkTJ7boOcXFxYiNjcXFixfbbFwMwzD+BNsLxt9gocH4LVOmTMHNN9/s8di2bdsgk8nw22+/tfi69Ly1a9eio2AwGPDXv/4VixcvFtuPPPIIevfu7fHcnJwcKBQKrFu3DtHR0bj//vudz2MYhvFX2F7Uh+0F0xxYaDB+y4MPPoiNGzd6nIH56KOPMHToUPTv3x++zurVqxEaGoprr73W+b5PnDiBX3/9td65H3/8sZiVmjRpktieM2cOPv30U5SWlrb7uBmGYToKbC/YXjBXBgsNxm+59dZbERMTI34sXamursYXX3whfmCJL7/8En379oVarRZu79dff73Ba9Jx4o477hAzVY7tM2fO4Pbbb0dcXByCg4MxbNgw/Pjjj27PzcvLw+TJk6HVapGWloaVK1fWc7OXl5dj7ty5YtxkDMaNG4dDhw41+j5XrVolZuMcDBw4EIMHD8by5cvdzpMkSXwWs2bNglKpFPvofXfp0gVr1qxp8vNkGIbprLC9YHvBXBksNBi/hX4cydVLP5b0o+mAjIbVasXdd9+Nffv2Yfr06Zg5cyYOHz6M5557TriV6xobB3v27HHOcJEhcGyTMaJZn02bNuHAgQPCBU8/5uR6dkBjyc3NxdatW4WxWrZsGQoLC92uP23aNLHvu+++E2MjAzB+/PhGZ5B++eUXMdvmChnFzz//HDqdzrmPXjc7OxsPPPCA27mZmZkiNIBhGMZfYXvB9oK5QiSG8WOOHz9OFkPasmWLc991110n3XfffeLxPffcI914441uz3nyySelPn36OLdTUlKkf/zjH85tut6aNWuafO2+fftKS5cudRvHnj17nMdPnTol9jmuvW3bNik0NFQyGAxu1+nWrZv03nvveXyNsrIycY2ff/653n6NRiN99NFHzn2///3vpdGjR9e7xuOPPy7dcMMNTb4fhmGYzgzbC7YXTMthjwbj1/Tq1QujRo1yuoVPnz4tZmMcbvDjx487Y1Ud0PapU6fELFZzoRmqJ554QiTVhYeHC3c4XdsxQ5WVlSVmzGjGyUH37t0RERHh3CaXN10nKipKPN+x0KwSudo9UVNTI9YajcZtP43hzjvvdL7vyspKMSvmeN+ukGter9c3+70yDMN0RthesL1gWo49sI5h/Bj6saTKGm+//bZwYXfr1g1jxoxp1dcgo0GJhK+99powCPRjfNddd8FkMjX7GmQ0EhIShMu6LmQIPEFGhmJ/y8rKPL5vcqOTsdyyZYuoHkKu9rqQm51ifBmGYfwdthdsL5iWwR4Nxu+hmFq5XC6S6T755BMRc0o/tgTNKG3fvt3tfNru0aOH+KH1REBAQL3ZK3rO7NmzRdLfNddcg/j4eJw7d855vGfPnrBYLCIe1wH9oLv+4NPsVX5+vpjJIuPjulBpQU+oVCr06dMHx44dq3ds7NixIomQjCUtFFccFBRU77wjR45g0KBBjXyCDMMw/gHbC7YXTMtgocH4PeROnjFjBhYtWiQS8ugH3sHChQtFQt7f//53nDx5EitWrMBbb70lZpwagip/0HPoR97xw5+RkYGvvvoKBw8eFC7te+65Bzabzc0lP2HCBDz00EPYvXu3MCD0mGayHEaMjo8cORJTp07FDz/8IAwPlRx85plnsHfv3gbHc9NNN4kEv7rQdclIvvPOO9ixY4dHNzi5wCmJsKXNmxiGYTojbC/YXjAt5AryOhim0/Hrr7+KJLhJkybVO7Z69WqRzBcQECAlJydLr776qtvxusl969atk7p37y4plUpxjMjOzpbGjh0rabVaKSkpSXrrrbekMWPGSAsWLHA+Lzc3V7rlllsktVotnrdy5UopNjZWevfdd53nVFZWSo888ojUpUsXMR661r333ivl5OQ0+N6OHj0qXre8vLzesQsXLkhyuVwkGnqCxtCzZ88mPz+GYRh/ge0F2wum+cjon5aKE4Zh2h5qDJWUlCTqp1Ns7NVAsbTkSqdZuJYwYsQIPProo2JGjWEYhumYsL1gOiocOsUwHYTNmzdj3bp1oioIubgpBpbc6tdff/1VX/vVV18VLv+WUFxcLCqNUH14hmEYpuPA9oLxFdijwTAdhO+//17E+J49exYhISGijCJ1eU1JSfH20BiGYZgOBNsLxldgocEwDMMwDMMwTKvDoVMMwzAMwzAMw7Q6LDQYhmEYhmEYhml1WGgwDMMwDMMwDNPqsNBgGIZhGIZhGKbVYaHBMAzDMAzDMEyrw0KDYRiGYRiGYZhWh4UGwzAMwzAMwzCtDgsNhmEYhmEYhmHQ2vx/xuIe6rmfyZYAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 1200x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1200x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 600x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#Calculate the EO response for all voltages\n",
    "all_res_TE = []\n",
    "all_res_TM = []\n",
    "\n",
    "for i in range(len(eopm.device.charge['V'])):\n",
    "    kappa_aa = EO.calculate_EO_response(\n",
    "        voltage_idx=i,\n",
    "        rot_x=0,\n",
    "        rot_y=np.pi/4,\n",
    "        rot_z=0,\n",
    "        base_epsilon_voltage_idx=0,\n",
    "        optical_mode_a='TE',\n",
    "        optical_mode_b='TE',\n",
    "    )\n",
    "\n",
    "    kappa_bb = EO.calculate_EO_response(\n",
    "        voltage_idx=i,\n",
    "        rot_x=0,\n",
    "        rot_y=np.pi/4,\n",
    "        rot_z=0,\n",
    "        base_epsilon_voltage_idx=0,\n",
    "        optical_mode_a='TM',\n",
    "        optical_mode_b='TM',\n",
    "    )\n",
    "\n",
    "    ## Adjust to have phase change\n",
    "\n",
    "    all_res_TE.append(kappa_aa['InGaAsPElectroOpticalModel']['results'])\n",
    "    all_res_TM.append(kappa_bb['InGaAsPElectroOpticalModel']['results'])\n",
    "    # print(res['InGaAsPElectroOpticalModel']['results'].real*1e-3)\n",
    "all_res_TE = np.asarray(all_res_TE)\n",
    "all_res_TM = np.asarray(all_res_TM)\n",
    "\n",
    "for all_res, title in zip([all_res_TE, all_res_TM], ['TE', 'TM']):\n",
    "    fig = plt.figure(figsize = (12,4))\n",
    "\n",
    "    gs = fig.add_gridspec(1, 3)\n",
    "    ax1 = fig.add_subplot(gs[0, 0])\n",
    "    ax2 = fig.add_subplot(gs[0, 1])\n",
    "\n",
    "    for i in range(5):\n",
    "        ax1.plot(V_values, np.real(all_res[:,i]*1e-3), label=f'{kappa_aa[\"InGaAsPElectroOpticalModel\"][\"labels\"][i]}')\n",
    "\n",
    "    ax1.plot(V_values, np.sum(np.real(all_res), axis=1)*1e-3, label='Sum')\n",
    "    ax1.legend()\n",
    "    ax1.set_xlabel('Voltage (V)')\n",
    "    ax1.set_ylabel('Phase change (rad)')\n",
    "    ax1.set_title('Electro refraction')\n",
    "\n",
    "    for i in range(5):\n",
    "        conversion_factor = 20 * np.log10(np.e)  # ≈ 8.686\n",
    "        ax2.plot(V_values, np.imag(all_res[:,i]*1e-3)*conversion_factor, label=f'{kappa_aa[\"InGaAsPElectroOpticalModel\"][\"labels\"][i]}')\n",
    "\n",
    "    ax2.plot(V_values, np.sum(np.imag(all_res)*1e-3, axis=1)*conversion_factor, label='Sum')\n",
    "    ax2.legend()\n",
    "    ax2.set_xlabel('Voltage (V)')\n",
    "    ax2.set_ylabel('Loss (dB)')\n",
    "    ax2.set_title('Electro absorption')\n",
    "\n",
    "    fig.suptitle(f'Device length 1 mm - {title} mode')\n",
    "    fig.tight_layout()\n",
    "\n",
    "fig = plt.figure(figsize = (6,4))\n",
    "ax3 = fig.add_subplot(1,1,1)\n",
    "\n",
    "for all_res, title in zip([all_res_TE, all_res_TM], ['TE', 'TM']):\n",
    "    Eout = 1/2 * (1 + np.exp(1j*np.sum(all_res*3e-3, axis=1)))\n",
    "    Iout = np.abs(Eout)**2\n",
    "\n",
    "    ax3.plot(V_values, 10*np.log10(Iout), label = f'{title} mode')\n",
    "ax3.set_xlabel('Voltage (V)')\n",
    "ax3.set_ylabel('Intensity (dB)')\n",
    "ax3.set_title('MZM output')\n",
    "ax3.legend()\n",
    "\n",
    "fig.tight_layout()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1718c4a3",
   "metadata": {},
   "source": [
    "At this point it is important that we analyze the data. A very worrying feature has popped up in the results above: the Kerr effect seems to be inducing gain. This is not physical since the kerr effect will start inducing loss rather than gain at 1550nm with high voltage, and we must understand why. As far as we know, when this happens it is usually something to do with bad data rather than wrong mathematics (but it can happen! If you find a mistake, please let us know). In this case, when analyze the effects in the previous step, we find that there seems to be something happening at the InGaAsP/InP boundary. Not only there is a big charge depletion as there also exist a sudden change in the band energies both of which impact greatly the Kerr effect in InGaAsP alloys. This is where optimizing the PDD solver is crucial, as these details can completely change the behaviour of your electro-optical modulator, and you must be aware of your structure and if such barriers are actually physical. In our case, we have found that a simple smoothing of the data from the PDD solver return physically sensible results\n",
    "\n",
    "## Correcting PDD data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "9ae999da",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Charge transport will take place with:\n",
      "p2\n",
      "p1\n",
      "wg2\n",
      "wg1\n",
      "n\n",
      "Material \"n\" does not have k-data defined. Returning \"zeros\"\n",
      "Material \"wg1\" does not have k-data defined. Returning \"zeros\"\n",
      "Material \"wg2\" does not have k-data defined. Returning \"zeros\"\n",
      "Material \"p1\" does not have k-data defined. Returning \"zeros\"\n",
      "Material \"p2\" does not have k-data defined. Returning \"zeros\"\n",
      "Solving IV of the junctions...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "c:\\Users\\20230622\\AppData\\Local\\anaconda3\\envs\\imodulator_venv\\lib\\site-packages\\solcore\\sesame_drift_diffusion\\solve_pdd.py:193: UserWarning: All voltages are positive, but junction has been identified as n-p, so the  open-circuit voltage (Voc) of the junction will be negative.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Solving IV of the tunnel junctions...\n",
      "Solving IV of the total solar cell...\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 600x800 with 7 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "a=shapely.LineString([\n",
    "    [0,0+0.01],\n",
    "    [0,eopm.h_n+eopm.h_wg1+eopm.h_wg2+eopm.h_p1+eopm.h_p2 - 0.01]]) #simulation line\n",
    "\n",
    "charge=ChargeSimulatorSolcore(\n",
    "    device=eopm.device,\n",
    "    simulation_line=a,\n",
    "    bias_start_stop_step=[0,6,51]\n",
    ")\n",
    "\n",
    "charge.solve_PDD(\n",
    "    verbose = True*0,\n",
    "    tol = 1e-6,\n",
    "    max_iter = 1000,\n",
    "    smooth_output=True,\n",
    ")\n",
    "\n",
    "charge.plot_results(\n",
    "    V_idx = [0, 10, 20, 30, 40, 50],\n",
    "    cmap = 'plasma'\n",
    "    )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "1d585b2c",
   "metadata": {},
   "outputs": [],
   "source": [
    "charge.transfer_results_to_device(xmin=-2, xmax=2, dx = 0.01)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "48e6a635",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "c:\\Users\\20230622\\AppData\\Local\\anaconda3\\envs\\imodulator_venv\\lib\\site-packages\\pint\\facets\\numpy\\numpy_func.py:322: RuntimeWarning: invalid value encountered in sqrt\n",
      "  result_magnitude = func(*stripped_args, **stripped_kwargs)\n",
      "c:\\Users\\20230622\\AppData\\Local\\anaconda3\\envs\\imodulator_venv\\lib\\site-packages\\pint\\facets\\plain\\quantity.py:1006: RuntimeWarning: divide by zero encountered in divide\n",
      "  magnitude = magnitude_op(new_self._magnitude, other._magnitude)\n",
      "c:\\Users\\20230622\\AppData\\Local\\anaconda3\\envs\\imodulator_venv\\lib\\site-packages\\pint\\facets\\plain\\quantity.py:1006: RuntimeWarning: invalid value encountered in divide\n",
      "  magnitude = magnitude_op(new_self._magnitude, other._magnitude)\n",
      "C:\\Users\\20230622\\OneDrive - TU Eindhoven\\PhD\\Python packages\\photonmod\\src\\imodulator\\ElectroOpticalSimulator.py:367: UnitStrippedWarning: The unit of the quantity is stripped when downcasting to ndarray.\n",
      "  epsilon_optical_all[EO_model_name]['dperms'][:, :, vertices_idxs, voltage_idx, perm_idx] = perm\n",
      "c:\\Users\\20230622\\AppData\\Local\\anaconda3\\envs\\imodulator_venv\\lib\\site-packages\\pint\\facets\\numpy\\numpy_func.py:322: RuntimeWarning: invalid value encountered in log\n",
      "  result_magnitude = func(*stripped_args, **stripped_kwargs)\n",
      "c:\\Users\\20230622\\AppData\\Local\\anaconda3\\envs\\imodulator_venv\\lib\\site-packages\\pint\\facets\\plain\\quantity.py:1271: RuntimeWarning: invalid value encountered in power\n",
      "  magnitude = new_self._magnitude**exponent\n",
      "c:\\Users\\20230622\\AppData\\Local\\anaconda3\\envs\\imodulator_venv\\lib\\site-packages\\pint\\facets\\plain\\quantity.py:1271: RuntimeWarning: invalid value encountered in sqrt\n",
      "  magnitude = new_self._magnitude**exponent\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "EO=ElectroOpticalSimulator(\n",
    "\tdevice=eopm.device,\n",
    "\tsimulation_window=shapely.box(-3,-1,3,5)\n",
    "\t)\n",
    "\n",
    "EO.make_mesh()\n",
    "\n",
    "fig, ax = EO.plot_mesh()\n",
    "EO.plot_polygons(ax=ax)\n",
    "\n",
    "ax.set_xlabel('x (um)')\n",
    "ax.set_ylabel('y (um)')\n",
    "\n",
    "EO.get_epsilon_optical()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "4d325ce6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1000x500 with 10 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Here we will inspect some of the calculated properties\n",
    "# We know we are working with InGaAsP materials so we'll focus on those ElectroOpticalModel properties\n",
    "\n",
    "V_values = list(eopm.device.charge['V'])\n",
    "idx_voltage1 = -1\n",
    "idx_voltage2 = 0\n",
    "\n",
    "fig = plt.figure(figsize=(10, 5))\n",
    "gs = fig.add_gridspec(2, 3)\n",
    "\n",
    "ax1 = fig.add_subplot(gs[0, 0])\n",
    "ax2 = fig.add_subplot(gs[0, 1])\n",
    "ax3 = fig.add_subplot(gs[0, 2])\n",
    "ax4 = fig.add_subplot(gs[1, 0])\n",
    "ax5 = fig.add_subplot(gs[1, 1])\n",
    "\n",
    "axes = [ax1, ax2, ax3, ax4, ax5]\n",
    "\n",
    "tensor_elements = [\n",
    "    (0,0),\n",
    "    (0,0),\n",
    "    (0,0),\n",
    "    (0,2),\n",
    "    (0,0)\n",
    "]\n",
    "\n",
    "for idx_effect in range(5):\n",
    "    e11,e22 = tensor_elements[idx_effect]\n",
    "    eps1 = EO.epsilon_optical['InGaAsPElectroOpticalModel']['dperms'][e11,e22, :, idx_voltage1, idx_effect]\n",
    "    eps2 = EO.epsilon_optical['InGaAsPElectroOpticalModel']['dperms'][e11,e22, :, idx_voltage2, idx_effect]\n",
    "    label = EO.epsilon_optical['InGaAsPElectroOpticalModel']['labels'][idx_effect]\n",
    "\n",
    "    ax = axes[idx_effect]\n",
    "\n",
    "    EO.basis.plot((eps2 - eps1).imag, ax=ax, cmap='plasma', colorbar=True)\n",
    "    # scat= ax.scatter(\n",
    "    #     EO.mesh.p[0],\n",
    "    #     EO.mesh.p[1],\n",
    "    #     c=(eps2 - eps1).imag,\n",
    "    # )\n",
    "    # fig.colorbar(scat, ax=ax, label=f'Imaginary part of $\\\\Delta \\\\epsilon_{{{e11,e22}}}$')\n",
    "    ax.set_title(f'{label} $\\\\epsilon_{{{e11,e22}}}$ \\n(V={V_values[idx_voltage2]} V - {V_values[idx_voltage1]} V)', fontsize=10)\n",
    "\n",
    "    EO.plot_polygons(fig = fig, ax=ax)\n",
    "\n",
    "\n",
    "fig.tight_layout()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "3a68eef5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1200x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1200x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 600x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#Calculate the EO response for all voltages\n",
    "all_res_TE = []\n",
    "all_res_TM = []\n",
    "\n",
    "for i in range(len(eopm.device.charge['V'])):\n",
    "    kappa_aa = EO.calculate_EO_response(\n",
    "        voltage_idx=i,\n",
    "        rot_x=0,\n",
    "        rot_y=np.pi/4,\n",
    "        rot_z=0,\n",
    "        base_epsilon_voltage_idx=0,\n",
    "        optical_mode_a='TE',\n",
    "        optical_mode_b='TE',\n",
    "    )\n",
    "\n",
    "    kappa_bb = EO.calculate_EO_response(\n",
    "        voltage_idx=i,\n",
    "        rot_x=0,\n",
    "        rot_y=np.pi/4,\n",
    "        rot_z=0,\n",
    "        base_epsilon_voltage_idx=0,\n",
    "        optical_mode_a='TM',\n",
    "        optical_mode_b='TM',\n",
    "    )\n",
    "\n",
    "    ## Adjust to have phase change\n",
    "\n",
    "    all_res_TE.append(kappa_aa['InGaAsPElectroOpticalModel']['results'])\n",
    "    all_res_TM.append(kappa_bb['InGaAsPElectroOpticalModel']['results'])\n",
    "    # print(res['InGaAsPElectroOpticalModel']['results'].real*1e-3)\n",
    "all_res_TE = np.asarray(all_res_TE)\n",
    "all_res_TM = np.asarray(all_res_TM)\n",
    "\n",
    "for all_res, title in zip([all_res_TE, all_res_TM], ['TE', 'TM']):\n",
    "    fig = plt.figure(figsize = (12,4))\n",
    "\n",
    "    gs = fig.add_gridspec(1, 3)\n",
    "    ax1 = fig.add_subplot(gs[0, 0])\n",
    "    ax2 = fig.add_subplot(gs[0, 1])\n",
    "\n",
    "    for i in range(5):\n",
    "        ax1.plot(V_values, np.real(all_res[:,i]*1e-3), label=f'{kappa_aa[\"InGaAsPElectroOpticalModel\"][\"labels\"][i]}')\n",
    "\n",
    "    ax1.plot(V_values, np.sum(np.real(all_res), axis=1)*1e-3, label='Sum')\n",
    "    ax1.legend()\n",
    "    ax1.set_xlabel('Voltage (V)')\n",
    "    ax1.set_ylabel('Phase change (rad)')\n",
    "    ax1.set_title('Electro refraction')\n",
    "\n",
    "    for i in range(5):\n",
    "        conversion_factor = 20 * np.log10(np.e)  # ≈ 8.686\n",
    "        ax2.plot(V_values, np.imag(all_res[:,i]*1e-3)*conversion_factor, label=f'{kappa_aa[\"InGaAsPElectroOpticalModel\"][\"labels\"][i]}')\n",
    "\n",
    "    ax2.plot(V_values, np.sum(np.imag(all_res)*1e-3, axis=1)*conversion_factor, label='Sum')\n",
    "    ax2.legend()\n",
    "    ax2.set_xlabel('Voltage (V)')\n",
    "    ax2.set_ylabel('Loss (dB)')\n",
    "    ax2.set_title('Electro absorption')\n",
    "\n",
    "    fig.suptitle(f'Device length 1 mm - {title} mode')\n",
    "    fig.tight_layout()\n",
    "\n",
    "fig = plt.figure(figsize = (6,4))\n",
    "ax3 = fig.add_subplot(1,1,1)\n",
    "\n",
    "for all_res, title in zip([all_res_TE, all_res_TM], ['TE', 'TM']):\n",
    "    Eout = 1/2 * (1 + np.exp(1j*np.sum(all_res*3e-3, axis=1)))\n",
    "    Iout = np.abs(Eout)**2\n",
    "\n",
    "    ax3.plot(V_values, 10*np.log10(Iout), label = f'{title} mode')\n",
    "ax3.set_xlabel('Voltage (V)')\n",
    "ax3.set_ylabel('Intensity (dB)')\n",
    "ax3.set_title('MZM output for a 3mm device')\n",
    "ax3.legend()\n",
    "\n",
    "fig.tight_layout()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6f2cd200",
   "metadata": {},
   "source": [
    "We now have a far more sensible solution. With this, we can now make some conclusions:\n",
    "\n",
    "- As you can see, in these kind of modulators, there is quite a significant contribution from the charge effects. \n",
    "- There seems to be some gain from the intervalence effects. This is something that is visible even in experiments. The origin of it stems from the depletion of p dopants from the depletion region. These have a very strong absorption, and even depleting a few carriers can make a significant contribution to the change in loss.\n",
    "- The TM and TE mode have very distinct $V_\\pi$. This stems from the difference in the effect that the pockels effect has.\n",
    "- The TM mode does not have a 0 contribution from the pockels effect. This stems from the fact that our TE and TM modes are not pure TE and pure TM, so we are bound to have some cross modulation. The fact that the pockels contribution of the TM mode is negative tells us that the ersponsible for it is the Z component of the field rather than the x component. "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d4d9f6d1",
   "metadata": {},
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "imodulator_venv",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.16"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
