{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "0a02fe32",
   "metadata": {},
   "source": [
    "# Optical simulation with FEMWELL\n",
    "\n",
    "In this notebook we will go over how to handle the optical simulation part in the imodulator workflow by using `FEMWELL`. Our goal is to explore how to get the data from the `PhotonicDevice` to the optical simulator and how to inspect the data properly.\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 illustrate how to do this, we will use the class developed in `Building a Photonic Device` tutorial: `InP_EOPM`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "bad22586",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Successfully imported lumapi\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.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': 0.5, '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",
    "        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": "befddfd1",
   "metadata": {},
   "outputs": [],
   "source": [
    "eopm = InP_EOPM()\n",
    "eopm._make_meshes()\n",
    "eopm._create_polygons()\n",
    "eopm._initialize_device()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "8da6e993",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "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": "bc809b34",
   "metadata": {},
   "source": [
    "Now we initialize the optical simulator."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "c0c2e794",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "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"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fa45d6f5",
   "metadata": {},
   "source": [
    "We can generate the mesh and inspect it:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "e31ce0cc",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(<Figure size 640x480 with 1 Axes>, <Axes: >)"
      ]
     },
     "execution_count": 15,
     "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.make_mesh()\n",
    "\n",
    "mode.plot_mesh()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "410aa57b",
   "metadata": {},
   "source": [
    "We can also inspect the optical permitivity:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "2bfa418c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(<Figure size 800x400 with 4 Axes>,\n",
       " [<Axes: title={'center': '$\\\\epsilon_{xx}$ real part'}, xlabel='x (um)', ylabel='y (um)'>,\n",
       "  <Axes: title={'center': '$\\\\epsilon_{xx}$ imaginary part'}, xlabel='x (um)', ylabel='y (um)'>])"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x400 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "mode.plot_epsilon_optical()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4c107aea",
   "metadata": {},
   "source": [
    "It is important here to recognize that you see a clear linear grating around the structure. This is strictly due to the algorithm for plotting. In case you really need to inspect the values of the `epsilon_optical` as it stands in the mesh, you can do the following:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "6c11ec5c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "mode.epsilon_optical.shape\n",
    "\n",
    "# fig = plt.figure()\n",
    "# ax = fig.add_subplot(111)\n",
    "\n",
    "mode.plot_mesh(\n",
    "    plot_polygons=True\n",
    ")\n",
    "\n",
    "fig=plt.gcf()\n",
    "ax=plt.gca()\n",
    "\n",
    "scat = ax.scatter(\n",
    "\tmode.mesh.p[0],\n",
    "\tmode.mesh.p[1],\n",
    "\tc=mode.epsilon_optical[0,0].real,\n",
    "\tcmap='viridis',\n",
    "\ts=10\n",
    ")\n",
    "\n",
    "cbar = plt.colorbar(scat,label='Optical Permittivity')\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0ed2f1e5",
   "metadata": {},
   "source": [
    "We can now calculate the modes:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "d71da6e6",
   "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": "markdown",
   "id": "9b16b1fb",
   "metadata": {},
   "source": [
    "Now it is time to transfer the modes to the `PhotonicDevice`. The way we do it is to simply state what is the TE and TM mode indices. However, it may happen that you are studying some system that there is no TE and TM mode, but rather you are interested in some hybrid modes. This TE and TM are nothing more than labels for the `Imodulator`. No math is done on the assumption that a mode is TE or TM. We take the full vector of any mode you give it. This can be useful if you are exploring some polarization controller for example."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "e1d6ba2b",
   "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",
    "\tTE_TM_idx=[3,2]\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "30702608",
   "metadata": {},
   "source": [
    "The modes have been transferred to the `PhotonicDevice` and they are stored as an interpolator:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "aca5623b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 0, 'x (um)')"
      ]
     },
     "execution_count": 20,
     "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": [
    "x = np.linspace(-2.5,2.5,1000)\n",
    "y = np.linspace(-2,2,1000)\n",
    "\n",
    "xx,yy = np.meshgrid(x,y)\n",
    "\n",
    "e_field_TE_x = eopm.device.mode['TE']['Ex'](xx,yy)\n",
    "e_field_TE_y = eopm.device.mode['TE']['Ey'](xx,yy)\n",
    "e_field_TE_z = eopm.device.mode['TE']['Ez'](xx,yy)\n",
    "\n",
    "fig = plt.figure()\n",
    "ax = fig.add_subplot(111)\n",
    "\n",
    "ax.imshow(np.sqrt(np.abs(e_field_TE_x)**2+np.abs(e_field_TE_y)**2+np.abs(e_field_TE_z)**2),\n",
    "          extent=[x.min(), x.max(), y.min(), y.max()],\n",
    "          cmap='inferno',\n",
    "            origin='lower'\n",
    ")\n",
    "\n",
    "eopm.device.plot_polygons(\n",
    "\tcolor_polygon = 'white',\n",
    "\tfig = fig,\n",
    "    ax = ax,\n",
    ")\n",
    "\n",
    "ax.set_xlim(x.min(), x.max())\n",
    "ax.set_ylim(y.min(), y.max())\n",
    "ax.set_xlabel('x (um)')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8c76f637",
   "metadata": {},
   "source": [
    "## Mesh refinement"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "360f7a69",
   "metadata": {},
   "source": [
    "We can also do some mesh refinement on the mode solver, in case you are interested in very accurate results. \n",
    "\n",
    "For details on the mesh refinement, we suggest you look into the tutorials implemented in `FEMWELL`. All we've done here was to reuse their tools to fit our needs."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "e1cf07b7",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--- Refinement iteration 0 ---\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Named boundaries invalidated by a call to Mesh.refined()\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--- Refinement iteration 1 ---\n",
      "--- Refinement iteration 2 ---\n",
      "--- Refinement iteration 3 ---\n",
      "--- Refinement iteration 4 ---\n",
      "--- Refinement iteration 5 ---\n",
      "--- Refinement iteration 6 ---\n",
      "--- Refinement iteration 7 ---\n",
      "--- Refinement iteration 8 ---\n",
      "--- Refinement iteration 9 ---\n",
      "--- Refinement iteration 10 ---\n",
      "--- Refinement iteration 11 ---\n",
      "--- Refinement iteration 12 ---\n",
      "--- Refinement iteration 13 ---\n",
      "--- Refinement iteration 14 ---\n",
      "--- Refinement iteration 15 ---\n",
      "--- Refinement iteration 16 ---\n",
      "--- Refinement iteration 17 ---\n",
      "--- Refinement iteration 18 ---\n",
      "--- Refinement iteration 19 ---\n",
      "--- Refinement iteration 20 ---\n",
      "--- Refinement iteration 21 ---\n",
      "--- Refinement iteration 22 ---\n",
      "--- Refinement iteration 23 ---\n",
      "--- Refinement iteration 24 ---\n",
      "--- Refinement iteration 25 ---\n",
      "--- Refinement iteration 26 ---\n",
      "--- Refinement iteration 27 ---\n",
      "--- Refinement iteration 28 ---\n",
      "--- Refinement iteration 29 ---\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",
    "\n",
    "# plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "71f096bf",
   "metadata": {},
   "outputs": [
    {
     "data": {
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SQSTb+cZeONaRCn6z1EmB/CrqklNCgzW5E4ZiiUHlTiDCafnesldsbkAl2ZIlS5THDSFZR0B+C6rUihd33lMEI/Hbb79Vxh0MzDFjxrjda6cZdmev3VbVsVoPw4zsPXdd4KwrXThIXmhZ2e6khu3VSheSPeeuy9ELN7M07LQw74Bvd2Y+T/rrS/dVkV/2RFlNxphUUU32w85/pXvD8tKkcnEKGBOfBHl0+E4hupCdIcHK2KxxZL7JqoJfL6kTwJZixNCGHSa06tWrmyc1VMciYdjS2ANXrzpeHblv3z5lyCF3r1ChQvLTTz+pzhaOMHLkSClbtqzTCcu9evVSIRV8Fk/hOA8ElhFmtkdCQoJaNG7cuCF6ExYaJMEB/nI7KUXOXrslVdNFizOy4/Q19dqoUrFs/8DcHVY43bCLlYfrZq0LhTDuoAeqyvS1J6y2W4Z53+hYy8pwa1K5mPxnyR75efd5efHr7VIw0F8uxt65TxQwJr4C8uc0kC7y+uuvq7xj7UF0y5Yt8uGHH8qUKVPcOErvoUyRYJvbbaWV2OL6rdyLE4PC5lAsPXbEgIYdeiTqTY0aNVSBw/Xr11VLMnS0WL9+fbbGHXLzUKyBvDvk2znDSy+9ZH5ft25dKVOmjKp0QwFI1apVbX5m4sSJMn78eHElMNLgtTsYdUOFYx0x7LKjenqe3bELNx0aQ4H8abkqraqVlCcal8/kdcNrxj6zk7rXk+2nrsm/MbflZoL15EgBY+KL+XVPPPGEah/28MMPW4VfK1SooLz/3bp1c9MovYcv/0orMnnsnrJiMoks3X1eOtQOk8+faeSQl1/Licu1x84cik1yyBtLiE8ZdjC69Aah3GrVqqn3jRo1kn/++UdV237xxRd2P/PBBx8ow+7PP//UJZdFq+Q9fvy4XcMOjb4h72LpscMkrjeaYWevgAITz84zaYZdQwcMO3jsADx2jrD//HX1en+NUtK1QVpBSnYgZKxVp2Uab3poBZpUqNJlWJb4Aog0aPnGlmAbdO5I1py5ckv+2JcmQPzSfVVl0/HLyrArEOCfp+3E1OfTPXYoRkOlbXAuCjEI8Sq5ExgUeQF6z1qGPDOCMMeECRNk+fLlqqWPHmiSKPDc2QNq85osi7a4Ms/OnmGHlmNX4xKVMVW7bPZjqJ5u2OF8yNvLjgPn00LMtcsWcXjMCM1esgi/ZoQCxsTXqFWrlvLiJyYmmrfhPbZhH8maORtPCuq/7qteSmqVCZWiBdNyta+lh1cdQa8cO6SPaMYkK2OJoTx2qFJFT9ju3btnWTBx7Ngx+eijj1TYYtSoUVmeE14wVNVWrFhRYmNjZf78+Sq0umLFCrUfla6QMcFkCSBvgjHguMqVK0t0dLTajtw8LFp+H/o5nj9/Xq0jdw6gSAILwq34PEIo0LpDjt2wYcPkvvvu84hKtsrZGHZaGLZeuSISlB42zYqyRQpIoaD8KkSKjhaaoWeLmFuJcu5aWkeRCAeMRj01qQjxJmbOnKmKriDZpM0bmEsQxkPPbGKfa3GJsnj7OfX+5fvuUq/F0gWGMQc5iiYonJt2YgC/M2jZxdxKUgUUYaHU4yQGMeymTZumigxeeeUVeeihh5S3DMUHyG+7du2aCj+gXyw05QYPHiwDBw7M9pzoMwvjDU2z0ckCEySMOpwfwECzLMyAFAqeih9//HGr84wdO1bGjRun3v/yyy/Sp08f876nn37a6hgYpQjhfvLJJ6oCF+HUHj16yFtvvSWeQHYeO2fy6ywrY3efjVHh2KwMu4Pp3jq0NnPmKVgPTSpCvImmTZsqIWJU16OlGHjqqadUYRY68BD7fLv1tCoQiygTKvem5+ve8dgl5rnHTjMOlWHHAgpiJMMOxQXbt29XxtuiRYvUhHb69GnVM7ZkyZKqOhZGGgSL0RXCEebMmZPlfnjvLMlOmw688MILarEHDDkUZ3gqd6Ubdghd3k5MyZTvsfO04/l1lgUUaYbdTYfy6+qUcy7MnJ0GniOaVIR4GzDgLAuxciP8/v7778uOHTvUQy6UASyLL5AGgwdTdN6JiYmRli1bqodcCLt7G/FJKfL1lrR5/OU2d5kLFTSPHbrkuMWwSy+gYCiWGK6lGEBXB3jvkJcGTx1kSs6dO6fCD/DUOWrUEdsUCwk0T1QInWacyI5eTCuCaFjRGcMuzUt3LJsCipzk1znb6owQbwXC6Y4CjU1ELxwBkYP69evL9OnT7eYVowIX4d+///5bGZQdOnRQc6+3kJJqki0nrsjYXw7I5ZuJUiY0yEp+qVi6xw4pI47kAlvqzmlGWW4oHEQtO2Jgw464rwMFvG6oYalUoqCUKhzk8PkcrYzd/2+ax86Rogx7rc4gmmwJPHWUOiG+ALrawKDShNRtgZSUN998U1XXwwPnCMgzfvfdd+Wxxx7LtA/eOqSNIFUE7RaRrvLNN9+oHOKlS5eKN7B8f5S0mrxGes7aKov+Oau23UxMkdWHLpiPQWWrpjISc9uxcKxecidp12f3CeK90LDzIsPuZAbDzpxf54S3zlLLDhW1Ccm2FfFvJSabr+esx04Dxttfbzxg9tLBoNs4si2NOuITwGjr3LmzMrKKFi2qCsqQD4wiCkQykJLSsGFDJWS8cuVKc5vD3IBzoUjMUoQd+ciQaIIgsj2gLABJJsvFXUYddCwztg67GZ+stmM/gDe/aLqBhlw3d+TYAYZiiTdCw86LPXY5ya8D4aEFpHBQfhUOsVeUcSjqhvIGovuFM97AjAQF+EvJ9M9XKFaQ4VfiMwQEBMiQIUNUpT2Mqv79+0udOnVU5f7999+vtDfhSVuwYIESPtcDrfI/LCzMajvWtX22gJIADEBtcYXmZnZgvoF+pa28W20b9uM4y3AsqmbzPsdOC8XSY0e8j9wnIxC3SJ5g8tt1xrmKWA0kKN8dVkh2nkkroKgZHqpbfp0tYBxC1y5N3iT35yPE04AqgF46mq4grwTVswK6lRk9dfb0LdHNpqhWQOGAxy4pJVVuJaboIncCIHcC6LEj3gg9dl7AXTYMuyPRsRKXmKI8b1lJluS0gELLr6uTg/w6e7ImF27YFy0mhGQPtDfBhQt38tG0dW2fOwXV9dS31Dx2jmjZWRY55LbzhKVxyBw7YljDbt68eTa3JycnqydFoo/H7kpcojncsCPdW9egYtEchTezK6DY/2+axy5CJ48duEjDjpBcgRZlMOBWr15t5X1DdWyLFi3Ek3FW39KZ7hPavIgHXT3SPe6EYumxIwY17JBngibYkDvRQN4JEnqRX0JyBzpFaHluWp6dll/nbBg2YwHFMRtadiioOJYuo+Kshp0tSmkeO3aaICRbbt68qeSjtNaGKJjAewi0I41i6NChqmoW4uvoUYuiDIjDW2rdeSKavqU9swvby1joWzrTfUKvPrEaDMUSMbpht2vXLqVdhwThVatWKf0lVIPVrFlT9uzZo8clDI+5gCJdy87ZjhP2QrE4H0RCLYGxhwbYSEIuVzQ4lyOnx44QZ4DwOwTesQDkxuE92ieCN954Q1599VUlhtykSRNlCKJXNrr+eDLO6ltCw9PR7hNahwi9DDuGYokYvXgCGk2bNm1ST5IdO3YUf39/+frrr6Vnz556nJ7AsCsRopKKT16KUzkoZ67eUjpPDSoUzdH5oC8XWiC/mhBxTstesAcsOk5oSvC5QQutsDcsMRLoCgEZFGdBRS306uyB7+Q777yjFm9D07ccsnC3lfAw9C1h1FlKIWnFE1cd6D5xpyJWn3pAc+cJhmKJkYsnfvvtN1m4cKHK88BkhvZgKPUn+lCl1B2PnRaGrRFWWArnsAIMfxzMBRTpYdeM+XV6VMRaeuwu3KBhR3yTyZMnq9aKGk8++aSUKFFCSZ8wamENjLe7S6fNZy/fd5cs6N/cpr6lM8UTekqdAOrYETG6Yffyyy+rHLuRI0fKX3/9JXv37pXAwEAVml28eLEelzA8VSwqY3Mbhs2ugELz2OWk40RWHju0DtI0qgjxJdDeS5MPQToKlj/++EN1kRgxYoS7h+dxxNxKC3F2rBOupE1sFTzckTtxvCpWD6kTy/PEJ6U63NKMEE9BF781wrCoykJ/Q4Cqrd9//13l2vXt21c9vRKdDLtLceZJMLeGnVZAAS07DRheh6JidfXYlSwUqMLGOPeVuASHq+MI8RYgDqwZdsuWLVNzXvv27aVy5cqqiIxYoxlrxdPz6Gxxx2OX5LBhp5fHrlB68QSIjU+SEoVyLtJOiFd67NADUTPqLBk0aJDD/RFJ1lQsXlAZR7EJybLnbIxOhl1mLbvIyzfldlKKFAz0NxuTuSW/v5+UCGEBBfFdihUrJmfPpvU9RSGD1vILuXIpKbbb9hkVFGtpYsKapIktNKMv5nZSljmHrgjF4uEZ0imWhRmEGMqwg/jliRMnVM9EFExcvHhRbUcoAlp2JPcUCPCXMqFpni5EM1H4kNuKVXSfAKev3jJXxmr5dbXKhOra/stcGcsCCuKDdO/eXXr16qV6xV65ckWFYDXFgGrVqrl7eB6F5oHD/IJ5zB5aKBae/uyMK73lTqwkT1hAQYxo2K1fv17l0yEc++OPP6rye4Ck4bFjx+pxCcOD5tiXLXomYqJrPWWtuWl2TihVKEhNnngYPn7xpnVFrE75dRph6UYpPXbEF/n4449l8ODBEhERofLrChVKe2iKioqSV155xd3D88gwLHTqsqq6D8rvryIHjhRQaEUOennsLI1ESp4QQxp2o0aNUoKZmNBQNKHRtm1b2bp1qx6XMDQw3gZ+uzNTEm/09Xi1PafGnaqMLW1dGat3RaylvApgWzHiiwQEBMjrr78uU6dONevPgWHDhsmLL77o1rF5GtfSH1CzCsNmzLPLrvuE3qFYwMpYYmjDDurnjz32WKbtpUuXlsuXL+txCcOCMMT4Xw+qBtkZ0bZhf06rTatZFFAgj8VcEatDxwlLSmseO4ZiiQ8C3U5IPmlARBiyT/fee6+cPn3arWPzNDQjrbgDhp2jlbGuCMVSy44Y2rDDBIaQQ0aQXwIdJ5JzIEocdd2+MQRzDvtxXE6oXvpOa7Fz126rEG+Afz65O92Tpxf02BFf5r333pPg4LSc1y1btihFgClTpkjJkiWV147c4Wq6kaYZbVnhqJbdjdvJugoUA00jlB47YkjD7umnn1Yadij5R3gvNTVVSaAgNIE+hiTnOOrhyqknzFKkWPPW1QgvLIH5ddOutsqxu0SPHfFBUBGrFUksXbpUevTooVp+TZw4UWl7kjvExGUvdZLJY5dF94lUVVzhAo9devEEc+yIt+Gn19Mq+sJCxwmFE0ggvu+++1QYApWyJOc4qvmWU204TaQYLcq2n0oTPq5dRt/8OkCPHfFlUCyBaliwcuVKVR0L0L/19u3bbh6dp3rsnMmxs++xgwSUpoail0CxpZHIUCzxNnTxW6NgYtasWTJmzBjZv3+/Mu6QQHz33XfrcXpD07RKcSlTpIAqlLCVRZcvvc8ijsupeDCq05D38uve8+YesXpj9tjdTFBP2H46SqkQ4m5gyKFIAvPe0aNH5eGHH1bbDxw4oESKSWa5k+IhjoRis8+x0wyvoPx+ShZK/+IJeuyId6FrvK1ixYpqQoPqOo06fYDWE5pjg4ymkLaO/TnVnEPoXPPaad60CJ0rYjN3n8i+RRAh3gRy6tAn+9KlS/LDDz+oPrEAAu3Q9iR3uOaEx66oA1WxrqiItdSxQ+cJQgzhsRs+fLjDx3700Uc5vQxJb5o949mGqvrVspACnjoYdRmbZztLtdIh5uKLfBatxvRE6z5x+WaCygcslR6aJcQXQAHZZ599lmn7+PHj3TIeb5A7caQqtli6Vy+r4gm924llDsXSY0cMYtih4tWSnTt3qi4TNWrUUOsIR/j7+0ujRo1yP0qijLeHIsKVAQbDCDl1CL/mtjsENPCW7blT0Yxwb/uPN+hiMNrKs1OG3Y0EqV1W11MT4nZiYmJkzpw5cujQIbVeu3Zt1Su7SBH9PeDejOZ904w2h3LssiiecIXUiTofq2KJ0Qy7tWvXWnnkChcurLSc0DMRXLt2Tfr06SOtW7fWZ6REGXEtqqaFePQUPs6Yu6cJH8NLqKdxh7ZiB6MQ8mVlLPEttm/fLh06dFCSJ02bNjXPi//9739VMUXDhg3dPUSvFijO0mPngq4TgC3FiKFz7D788ENV1q8ZdQDv0Y0C+4jxhI+zqty9GMvKWOJbQKvu0UcflVOnTqm2ilgiIyPlkUcekaFDh7p7eB5DUkqqqmJ1OBTrxhw7thQjhjbsbty4oZKGM4JtsbFpraqIsYSP7XnsAD12xBc9dtDyzJ//ThAE79GBAvuIdeEECqkcCZ0WTQ/X3k5KkfiklLw17LTiiYRkXR9wCfEKww7txBB2xVPquXPn1ILKsH79+kn37t31uATxMuFjW5QytxWjx474FqGhoXLmzBmbwsVIUyHWUidFgwMcyg8uHJRf8qcfp33Wbo5duiGmd+cJcJNeO+JF6PJNmDlzpuoy0atXL0lKSjI/rcKwe//99/W4BPEy4WNbhKVXwl6kx474GE899ZSa7z744AMlzA7QfWfEiBGUO7Hganp+nRZidUSOCd0nLt9MVN4+KAFkRKta1bt4At13CgT4SXxSqsrjK+JACzRCfMawK1iwoHz++efKiDtx4oTaVrVqVQkJCdHj9MQLhY+zEimmx474GjDoYISghSLUAUBAQIAMHDhQJk2a5O7heQxaEUQxB9qJaaDIQjPs8jIUq1XGxiclsDKWeBW6+q5hyNWrV0/PUxIXCx+j+hVGnEln4WNblE7PsbsUy+4TxLdA952pU6eqIjLLh1s89BIbUidOeL/M3SfsSJ64Su5EOyceRKllRwxn2MXFxamn0tWrV8vFixclNTXVav/Jkyf1uAzxMuHjjJQsFKSSppNTTapfJNYJ8SVgyNWtW9fdw/D4UKwjUieZu08k5qnciZXkCT12xGiGHXokrl+/Xp577jkpU6aMCkkQYwsf2yJAdZ9IC6ugMpaGHfFmnCkMQ2GZXqSkpMi4cePk22+/lejoaClbtqy88MIL8tZbb3n83KuFYos7EYrVPHb2tOxc1XnCUqSYkifEcIbdH3/8Ib/99pu0bNlSj9MRLxc+zgoYjjDsEN6onSdXJMQ1uKujxOTJk2XGjBlKEB7dLSCnAlUCjGfIkCHiyVxND6eiIMJRstKyM5lMrs2xM7cVo8eOGMywgxhx8eL6JdkT36V0evcJVsYSb2fu3Lluue7mzZula9eu0rlzZ7VeuXJlWbBggWzbtk08HbPHzolQrFZoYSsUC327pBST63LsGIolRtWxmzBhgrz99tty69YtPU5HfJgwrfvEDVbGEpITIKeCfGb04wZ79uyRjRs3SqdOnex+JiEhQQnJWy7uALm1zubY3QnFZjautKIGRB1CAv1FbzQtOxZPEMN57NA2DJVgYWFh6ukRZf6W7Ny5U4/LEB9Aq4y9oKPwMSFGYtSoUcowq1mzpvj7+6ucO/SkfeaZZ+x+BtW648ePF3ejGWfO5NhlVTxhGYZ1RX5haHB69wl67IjRDLtu3brpcRpiAEprWnb02BGSIxYvXizfffedzJ8/X+XY7d69W/WjRRFF7969bX5m9OjRMnz4cPM6DMMKFSqI+wSKnc+xs+Wxc1XXiYzFEwzFEm9Cl2/D2LFj9TgNMQCl07tPXKBIMSE5At0s4LV7+umn1TrkVU6fPq28cvYMu6CgILW4E/Rb1QyknIRibXnsXFkRayV3wlAsMVqOHSFOd59g8QQhOQK5zH5+1lM3QrIZ9UM9DXjXTOlK6M5UxWpGID4P4zDjOV1VOGF53tgEeuyIATx2qIJF8m7JkiVVVWxW+Q1Xr17N6WWIj3rs2H2C+BooaLAn0v7VV1/pdp0uXbqonLqKFSuqUOyuXbvko48+kr59+4ono4Vh4QWDpqWjaEYgjEIYcpb5ea6UOrEKxdJjR4xg2H388cdSuHBh9f6TTz7Rc0zEhymVbtix+wTxJVCY8M4770jjxo1dLtI+bdo0GTNmjLzyyivKiERu3csvv6yUCXxNnBjACCwclF9iE5JVONaWYecqj12R9OIJ5tgRQxh2lrkc9vI6CLHXfeJKXKIqoKBhR3yBmTNnyrx581T3HVeDB2o8THvbA3VO2olpFA0JUIZdxu4TrmwnZil3gs4TEEP29M4ehADm2BG3VcZS8oT4ComJiUpfjjggdeJEfl2m7hPpnSvyOhSL3L5biSkuuQYhekPDjuQ5YeladpcoeUJ8BPTLhvwIyV6cWDPSnMGelp1WFasZYHpTIMBPAvzTvHQMxxJvwaMMO/Q/rFevnoSGhqqlRYsWqg+tPWbNmiWtW7dWxRtY2rVrl6mtDppvt2/fXkqUKKHc6NB8ykh8fLwMGjRIHVOoUCHp0aOHXLhwwSU/I7GQPGFlLPERMIeggKFNmzby6quvKs04y4XcMcpyEorVvHwZtey0ogZXeezwN4MFFMTb8CjDrnz58jJp0iTZsWOHamzdtm1b1RPxwIEDNo9ft26d9OzZU9auXStbtmxRgpsw4v7991/zMXFxcdKqVSvVONsew4YNk19//VWWLFki69evl/Pnz0v37t1d8jMSC8kTatkRH2Hv3r3SoEEDJUOyf/9+VamqLbYeJo1ITHoYtXhIgG4eO1eHYi217Nh9gngLusp1Hz9+XLUWu++++yQ4ONjpZFOU8VuCkn548bZu3arK+jMC9XVLZs+eLT/88IOSHHj++efVNi2Z+dSpUzavef36dZkzZ44Ko8CQ1Jp716pVS123efPmDo+fOAY9dsTXwMMl0b9PbKYcuwweu7ww7LSKW4ZiiaE8dleuXFFh0OrVq8vDDz8sUVFRanu/fv3kP//5T47Oif6HCxcuVB43hGQdFe5MSkpSGnuOAu8gPoPxa6AHIzSi4AUkLmwrRo8d8UHOnTunFqKP3Akolu7ly1gVe0fuxDUtxdS5GYolRjTsEMrMnz+/nDlzRgoWLGje/tRTT8ny5cudOte+fftUnhva3wwYMEB++ukniYiIcOizI0eOVJpOlkZadkRHR0tgYKAULVrUantYWJjaZ4+EhATVb9FyIc557Nh9gvgKECSGjl2RIkWkUqVKasGcMmHCBI/vCJH3cif6hGITk1PldlJKnoVi6bEj3oIujzkrV66UFStWqBw5S+6++27Vw9AZatSooXJSECL9/vvvlUYe8t6yM+6QmwcPH/LuChRI8wi5EvRlhCgpyXmO3aWb7D5BfIP/+7//UykdmIdatmyptm3cuFHGjRunCiuQVmJ0zHInOfHY2SiesDS0NL05V3rsoGVHiGEMO4RLLT11lq3EnG08De9ZtWrV1PtGjRrJP//8I1OnTpUvvvjC7mc++OADNaH++eefqqrWGcLDw5UGVUxMjJXXDlWx2GeP0aNHW1W7wWOH4g2SPZoocVKKST2Bl6BIMfFyvv76a5Xj++ijj5q3YS4qV66c6hBhdMMOD3DXciF3on1G8/pZhmHRlcLfhQ+HWphXk1YhxBChWEiOfPPNN+Z1FEwg/DBlyhR54IEHcnVunAdhT3vgGgh3IOSLdj7OAuMxICBAFVxoHDlyRIWVs8rtg8GqybJoC3GMwPxp3ScA8+yIL4CHWOTmZgTb2Cs7zduVapJchGLveOxQlGelYefCMKxVjh1DscRIHjsYVw8++KCSKIH364033lASJZjQNm3a5PB54AXr1KmTKlyIjY1VlaoIrSLMC1DpiidghEEBJEzQHxHHVa5c2ZwThxw9LABjgJEGCRPNaAPwxmFBTgyKPOB9Q9EFDDToUMGoY0Wsa3vGoq0YKmNrlaFRTLyb+vXry2effSaffvqp1XZswz6jo1XEhgT6S1B+/xx77BJTUlUHiJCg/HlSEWudY8dQLDGQYVenTh05evSomsTQx/DmzZtKBw6iv2iI7ShoaA3jDVW1MLgQyoBR99BDD6n9MNCgE6UBKRQYko8//rjVecaOHatyW8Avv/wiffr0Me97+umnMx3z8ccfq/NCmBjewQ4dOsjnn3+ey7tCssuzOxwdS48d8QnwcNu5c2eVDqJ5+lFVf/bsWfn999/F6ORGnBgUDPSXQH8/ZdjhXHlp2JnlThiKJV6CbjXiMMSQQJwbkHycFfDeWWJPm86SF154QS1ZgWKL6dOnq4XkDayMJb4EOk7g4RZzyOHDh9U2PNwivw6V+kYnN1InWnoPwrF4EEQ4tnwxy1Cs66ROrEOx9NgR70CXbwSKHZ599ll55plnVCUsIY5Wxl5gv1jiI8CAM3qRhD2upnedyEl+nQaMQhh2mvdPM7TyKhQbS48dMZJhh5Ar8tyg44RiBBh50LDLqqqUGJvSoekeu1h67Ij3thFDGgrSOPA+K5yt1vc1cuuxszQKte4TeR6KpceOGMmwg0AxFoQi0OYL4YjXX39dVcTCyNPaexGiUbowPXbEu0FvWBRslS5dWr1HuFCr2LQE29FJx8hoMiU5kTrR0D6rGYnX0w08LVTqKthSjBhS7kQDLcUg2gsD76+//pJLly5ZFS4QohGW7rG7xOIJ4qVERkZKqVKlzO9PnjypXjMu2G50NC9bbgw7c/eJ9LCuZmgVyUV41xFC00Ox6HQRn97pghBPRves023btqmw7KJFi5Ro7xNPPKH3JYhP9YuNV14OeDUI8SbQNkwDHXbuvfde1VrRkuTkZNm8ebPVsUbkmuaxS+/5mhO07hNajl1ehWJDAvMLpic4Y6HHVyDAebkWQrzOYwcPHeRD4LFDO51Dhw4pjTl0b0CbL0IyUsqq+wRDHMS7QdqJLSFitEbMrUi7L5BbuRNLb19Gw87VAsVoeYjuFoDhWGIYjx3U1Zs0aaKKKKATFxYWpsdpiY93n0Ai9dV0keLcJFUT4m7seZ2vXLkiISEhYnQ0Y6x4Qf2LJ1ydY6euERygiieoZUcMY9ihmwNlTkhOtOxg2EHCoJbjOtaEeAzQqgMw6qCXadkbGwUTqJZFiNboaMZYbuROMhZP3MijUCworIzH26yMJcYx7GjUkZzm2aH7BDx2hHgjEGbXPHbouhMcHGzeFxgYqNoS9u/fX4wM7o0ecidafh68f6mpJolNyBsdO8sCiliGYokvG3boq4rcupIlS0qxYsWyTH5nE2xii7D07hOsjCXeyty5c9UrelVD4olh18zcTEhWubR6VcXGxCWpIgZNWcbVnSes24rRY0c8nxx/I9BfFU+o2ntWNRJnKVk4baLeevKKNKxYTJpWKS7+fvx/RLwPFI/lJf/++6+MHDlS/vjjD7l165bq/gMjs3HjxuJpoAUYKBDgJ8GBOa8o1fLz4Km7EpdgPmdQftdXqd5pK0aPHfFhw653797m99n1YiUkI8v3R8l3W8+o938du6yWMkUKyNguEdKxDhPuiPfx/fffy+LFi+XMmTOSmJgWetTYuXOnbte5du2aUh9AtS0MO2jpHTt2TEVOfFWcWPOaabIjZ67eyrMwrFVbMRp2xChyJ/7+/nLx4kWbFWHYR0hGo27gtzszJSJHX49X27GfEG/i008/VWLsUATYtWuXNG3aVEqUKKHEiTt16qTrtSAlVaFCBeWhw3WqVKki7du3l6pVq4qvSp0AePM1Q+70lbw17BiKJYYz7Gy10QEJCQkqgZgQjZRUk4z/9aDY+h+jbcN+HEeIt/D555/Ll19+KdOmTVNz3htvvCGrVq2SIUOGKC07Pfnll19UyBXi72hnds8998isWbPE46VOciFOrKF5/U5dicszqZO061DHjngP+XP7lAqQXzd79mwpVKiQVan/hg0blMYdIRrbIq9K1HX7VbAw57Afx7WoWiJPx0ZITkH4VZM1QWVsbGysev/cc8+pytjPPvtMt2vBCzhjxgwZPny4vPnmm/LPP/8oAxIGpWWKTMaHbCwa6AqUV2gtwHLrsUs7h5s8dlqOHXXsiK8bdiia0Dx2M2fOtAq7YpJBpRi2E6KBFmJ6HkeIJxAeHq6q/9E6rGLFirJ161apX7++6hVrL6KRU1JTU5XH7r333lPr8Njt379fzbX2DLuJEyeqPt7eKk5sz2OXd6FYLceOoVji44YdJi2AJN4ff/zRY5N3iedQunABXY8jxBNo27atCpHCyEKu3bBhw1Qxxfbt280ixnpRpkwZiYiIsNpWq1Yt+eGHH+x+ZvTo0crDZ+mxQ55eXhp2Wq9XPTx2Z9OLJ1zdTszdVbFISUH0Ag+6mBMzKgdkt58YE10EgNauXavHaYgBwMSD6lcUSpiy0LfDcYR4C8ivgycNoLUiCic2b94sjz76qLz88su6XgsVsej2Ywk0ReEttAc6Ylh2xXBH14liIfp57DRdvFAvKJ7IqXGGIjLkG1umrlgqB2S3nxgXXQy7Hj16qOos6CpZMmXKFJX/sWTJEj0uQ3wATFiYeFD9iqnNZKfpNpTqj164ySdR4hX4+fmpRQM9s7G4AngDkc+HUOyTTz4p27ZtU4YlFk/kmk5yJ2nnsDbkPF3uJKfG2aP1y8iXGyIzzY+acsBL91XJcv+MZxvKQxHhdg1KegJ9G10MOxRJjBs3LtN2lPl/+OGHelyC+BCY0DDxZJzQ0Ds2ITlFbWs+cbX5qRzwSZR4MugJawsUlhUoUEDl3enlMWvSpIn89NNPKrz6zjvvKLmTTz75RJ555hnx1T6xGhkLMPK6eCIuMUWSU1Ilv7+1oIQtQ2jVwWhlZDlrnGH++2JDWppTRrRjZ/2V+XPafphfo37cJ+N+OSjRFu0atTkU0BPo2+hi2N28edOmrElAQECeVl8R7wEThK0nynmbT8mEZQetjLqMT6KcXIin0aBBA6vuOyiYsFzHXPjUU0/JF198oQy93PLII4+oxRvQPHa56ROrkdHrp8mQuJqCFh0z1h6+KG1rhZk9WLYMofDQIIlPTs1S1smeceYIWalBmczdPpIyzaEDvrUtlO2MJzC7+ZfePvejy7eibt26smjRInn77betti9cuDBTki8hGviyW0qaYEKY/ddJm8dqT6KYQGEQcqIgngQ8aEhFGTFihEpLAQiRImKBdmPJyckyatQoeeutt+SDDz4QowAD907xhA6GXQYtvLzw2GmGm0b//+2w8n7Z9MrdyL7/dV5LdWZ1OUc9gbgPbWuGyY7T12wabvT2+ZBhN2bMGFX5deLECVUdBlavXi0LFixgfh1xGGrcEW/lv//9r0ydOlU6dOhg9cBbvnx5NT/CyAsJCZH//Oc/hjLsbielSEJyqu7FExpFdAjvOtIlx5YHC94vhJd9SUo9O0+gliajtYkD2Rq5jLZ4p2HXpUsXWbp0qUrmRYk/BDrr1asnf/75p7Rp00aPSxADQI074q3s27fPZlUqtmGfFq6NijJWuzwtvy7AP5+EWIQz9QvFBri1S05ayDPvgYMM8ojuMCotjTpHjFxGW7y0pRjo3LmzbNq0SeLi4uTy5cuyZs0aGnXEKahxR7wVdNiZNGmSJCbe+aOXlJSktmndd/7991/VS9ZIWFbEWuYc5pSMBRiuDMVmF0HILbBvsrsj+WysY+nfuorN/e7AESPXMtpCvMiwi4mJUW3F0OIGCuxg586dajIjxBmNu6wmq1KFqHFHPI/p06fLsmXLVOi1Xbt2asF7bEP7L60V2CuvvCJGQs/8OlAgwF+CA9I8f/n98lkVNeiNqyID2Rln2v6X76si4UWsH2KxjpDm6Icj1Gum/aFByvjN50JjMzcw2uJFoViU+mMiK1KkiJw6dUpefPFFKV68uOpGgR6K33zzjR6XIT6OIxp3CI9ciUuQEiFBrLwiHgN05dCJ57vvvlNiweCJJ56QXr16SeHChc19Y42GnlInllp2t6+nKNFgPbyArooM5EvPASyQ399KdiTcopjgnorFMlfUWux/o2Mtu/OcPWUBTWYl4xxquW5rn6Qbm6iKtTf/5hZGW7zIsEOrmhdeeEEJEmuTGHj44YfVxEZIbjXuwkKD1ExzITZBnpi5RRKSUqwqz1h5RdwN5r4BAwa4exg+K3ViGX49fz1eGThbTlxx2UNddl1yNMPterrxastQmtS9bpZCwfaMM21/RuWAjNjab28O1QxGkJUxacvYLB4SIFfjcp5PmC/9Goy2eJFhh+4S0GfKSLly5SQ6OlqPSxADYW+yQ3/Izp/+JaevpPWJzIniOiGu5ODBgypKYZlrB9BazIhoodiMwsK5qVI9cSlOvb8UmyA9Z2112UNdVhEES8MtO0MJOGuc5ZbsDEZnjc1GlYpJm/fX5srIxf3gPOxFhh0U1W0JESMkUapUKT0uQQyGrcmuQvGCKscG6u85UVynN4+4CuTPPfbYY6oCFuFB6LcBLVSYkpL5/6yxPHYBLpUecZWcRnbeL+16nvgwmZXBmBNPoF5GLvESww5Po2hts3jxYvNkhqdWCHaijywheoCJ80qGUntHFdepo0RcyWuvvaZae0G/E6/Qrbty5YrhdOvs5djltngiO+kRV8ppZOf9cpXXzdNwxshdc+iCEnIGSwe1lLBQ5tZ5nWEHdfXHH39cSpcuLbdv31YyJwjBtmjRQgl3EuLOiirqKBFXs2XLFiXxVLJkSfHz81NLq1atZOLEiTJkyBDZtWuXGBG9qmLdLV5uBMNNTyP3odrhUiOssBy5ECu7zlzjA7U3Gnaohl21apXSsduzZ4/qHduwYUNVKUuIJ1RUWU78mIg8LWxCvBuEWrXCMRh358+flxo1aiiB4iNHjohRMRt2uQzFUrzcc3DUyMW8CsPu78irNOy8xbCDnAly6DCJ9e3bV7XTadmypVoIcQXZVak5AqQAhi/ebbeXIRtYk5xQp04d9VCLMGyzZs2UQkBgYKB8+eWXctddd4lRuZZeSZlbjx3Fy72PJlWKy/+2npZ/TlGU2GsMO1R9oWACht3XX38tkydPtpI6IcQdOnfZ8dWmU5m2aTl4L91XRX7ZE8UG1sRp3nrrLdV1ByDf+JFHHpHWrVtLiRIlZNGiRWJU9ArFOiI9QjkNz6Jp5bTfxcHzN+RGfJJL278RnQw75M9169ZNGjVqpCrAkEeCHrG2+Oqrr3J6GUIcS+ANDZL45FRVbu+swacd/8WGyEz7WHhBHKFDhw7m99WqVZPDhw+rDjzFihVzqYiuJxOflCK30ivYc2vYOSI9QjkNzwKGdqUSBZU81Y7T1+SBGqXdPSTDkGPD7ttvv5WPP/5YTpw4odavX78u8fHMbyCuJzeK687CwgviLGfPnlWvFSpUECOj9Q7Fd6Zwgfx5VpVJPIcmlYsrw+6fyKs07PKQHH/b0MwaDa4B8kr+97//qbADIXmBs4rrD9cJlzk2wrCO4OqKO+L9JCcny/jx4+XTTz9VxWOgUKFC8uqrr8rYsWMlICDAuOLEwQHip9MDkSNVmcRzwO/m+x3n1O+LeFnxxAMPPKAShQlxN/Ymfqzn1LDTYMUdsQcMOPTGRtEE0lQ0CZRx48YpPbsZM2aIUcWJi+nYTgxQesR7aJae87jnXIwKzUNgnrgeFk8Qn8PWxK9HRS0r7og95s+fLwsXLpROnTqZt9WrV0+FY3v27GlMw84sTmw8byVJo2LxglK6cJBcjE2Q3WdjpPldNMjzAhZPEEOQ24rakoUClXFIORRir61i5cqVM21HmopRoxlXdaqIJd4LCocwRy7bG6XmTRp2XlQ8gV8eiyeIp2MvBw+evEfrl5Ev06tibRl9128nyZTlh+WXPeepgUcyMXjwYJkwYYLMnTtXGXkgISFBdd7BPqOB78K+szHqfVJyqlrnd8G44VjNsCN5Qz6T1q06F+CpdPv27YYunkBYGh04YOCGhoa6ezgkC+wZYGgynllGpYDy1u0/f8PmubQ/Vdlp4NHo8+3v7WOPPab6xMKoq1+/vtoGwWKkrDz44INWxyIXz5fnK1vfI+pBGpfD0Tek4yd/ScFAf9kztr0E+Pu5e0heiTPfWV0MO0LDzlewZYAlp6TKPRNWmTW5HMVRo494//e2T58+Dh8Lr543/Nw5eRiBUYd0h4x/VLRPUQ/SeKSmmtT8iajH0kEtpUGFou4eks/PVbkSF3r44YdlwYIF6mIA8icDBgyQokXTfnGoBoP6+sGDB3NzGULcWnixLTLGaaMOUPjYOHiCseZurxsMQXzGlqeAepDGBVI30LP789AF2RZ5hYZdHpArn+iKFStUHonGe++9p9TWLbWdjNwAm/gGrpA50f744Q8d/iBi2XLiivy8+1/1inXifVy6dEk2btyoFrzPC/BAjTznoUOH6nI+zetmadRZPoxgvy3g3cv4GXt6kMRYNK1STL1ui7zm7qEYglwZdhmjuLmN6kISABIBcDNiQeXtH3/8Yff4WbNmKY8g2vZgadeunWzbti3TmN5++20pU6aMqtrFMceOHbM6BtVsmBgtF018mRBXyZxof+g+W3NcWk1eIz1nbZXXFu5Wr1jX/oDS6PN80Ce2b9++ap6577771FK2bFnp16+f3Lp1y2XX/eeff+SLL75Q86YeZOd1s3wYyekDEPUgjUfTKmlRkH9OXVWhWeJaPCqLsXz58sqg2rFjhyrGaNu2rXTt2lUOHDhg8/h169Ypjai1a9cqMVBoRrVv317+/fdf8zEQDIUa/MyZM+Xvv/+WkJAQ1dcxYwUvGndHRUWZFwiOEmKpgeeq4NHHfx616x2Z+PvBLI0+4hkMHz5c1q9fL7/++qvExMSo5eeff1bb/vOf/7jkmuhw8cwzz6gHXDzY6kFuvG6OPgBRD9J41C4bqoonkGd39GKsu4fj8+TKsNO8Wxm35ZQuXbqovL27775bqlevrqQC0JZn69atNo//7rvv5JVXXpEGDRpIzZo1Zfbs2ZKamqqq0zRv3SeffCJvvfWWMhDxVPvNN9/I+fPnZenSpVbngrhyeHi4eYEBSIilBh7Iq8wgU/qC/DxnQ2Ik7/nhhx9kzpw5SqBYizhgLoPR9f3337vkmoMGDZLOnTurKER2IGUGydeWiy1y43XDA1CpQvY16/DdwQMSjiPGApWwDSumPXygbyzx8FDsCy+8IN27d1cLvGAontDWEZrIKSkpKUrJHSEOrUVPdiDkkZSUpNqdgcjISImOjraa+FDo0axZM+XhswSeQsi13HPPPfL++++r/EBCMmrgoe+sJfhD9fJ9VdQfrbw0+rIKiZG8B3MP+mdnpHTp0i4JxWJu3Llzp0ycONGh43Ec5j5tQXTDFrnxut2MT7b7YK9txQMSCyeMiWbQ/03DzuXkqiq2d+/eVuvPPvtspmOef/55p865b98+ZcjBSIS37qeffpKIiDRvSXaMHDlS5bVohhyMOpBxwsW6tg+ga0bDhg2VQbh582YZPXq0Csd+9NFHWT4BWxaO2HsCJr5DVg3I76lYzCnh45x0v7AXEtN64dqSpaB+Xt6AOWvs2LEqIlCgQJrRc/v2bRk/frzDD6aOcvbsWXnttddk1apV5mtlB+Y0hIst5ytbxp0jrfeKFgzI1IWlREigzFh3QrWOKl4wUPL751PvNfBARHkfY6MZdsizg1MoN9E9It6lYwdBzzNnziitFoQwEF5Fnkp2xh08bsinQ96dlkgMI61ly5Yq9IqkZo0nn3xS/adatGiR3RZoL7/8ssph0VTkM4Lm3pi0M0IdO+PijPAx/ng+3aSCfPyndSGPs/RtWVn+2B9tU5YCZCdZYXTDTy8dOzyQduzYUT3sWQoUw/CCekDt2rV1GzPSSCCI7O/vbxXhwJzm5+enxmC5z9mfW6uKBfb+OPRqWkHWHrmUKU0gML+f/DyopVQPK2zo/1ckM/FJKVJn7HJJThUZ80gtiShTJNP/C6PPR4YRKIb3rWrVqqryyx4ffPCBvPvuu/Lnn39K48aNzdtPnjypPrtr1y6Vh6fRpk0btT516lSb50OxRp06deTw4cNSo0YNhz12eAKmYUdsYWvCAiiEyMo7khOy8gZaCsVmZ/gZYZLVU1gcIVfk/WLeALVq1VLFDfZ6aOeU2NhYOX36dCaBZOQZI2qBuSu3P7e9h5G7wwrJhqOXszz3TGozEhvg/9SrC3ZJUorJ5nzDjiUeIlCcF6AYwtKAygi8dCiywFOxpVGntTpDIQSKKTTDDjcH1bEDBw60e87du3erJ1/kx9gDnjx73jxCHBE+Bpi04B3JbWjWkqzOownFjvpxn1y/lZTpWK0ww5FuGUYw/BwBeb0wqpYtWyb9+/d3+fVQ6JXReEOxF3KEHTHqcpN2AD9Ag3dWys0E24LdFCEmznQksZxvkLJibz8eRO2lwWhwPvJQww55IKgqq1ixonoqnT9/vgqtwmjT8vXKlStnThiePHmy0qjDcdCi0/LmkJuHRRPthDcPlbYw9MaMGaPy8Lp166aORREFDL0HHnhATZhYHzZsmMoX1EtCgJDsijLyOj8v5laS3X2OdMsARvf2aQQEBGSST/LVh5EtJ67aNeoy5n7aepAhxsMRbcRZf2U26jI+iI775aBE37A939Db58GG3cWLF5XxhsIFuByRKwej7qGHHlL7kXsHT5qloDFy8h5//HGr8yCJGTlw4I033lCVtS+99JLSlmrVqpUsX77cnHQMrxsqzHA8PIMw/mDYWSYaE+JJRRlIRH+4TrjM2XQqT8epp7fP14D0CB40kROcP3/eT6t4AM4LKEJM9NZGBFkV9995EE3Ksbevo4/OO16bY2fEXB1CLLHl/cI6xIq9BcvcvtyEVPT2BOr1vUUxA1I+ECmoW7duJh3MH3/8UTyJnP7c6HziyP+7Bf2b02NHFOiYA3F1V4Gvvz3DMF/6g/D6EQ/IjtPXvFo5wKdy7AgxOrZCYo7IUngSeoRUPLnKt2jRotKjRw/xdbL7f6f9IaUIMcmrTiPZefuirsdL84mr5Wpcou5zSnbzTV4+pFpCj51O0GNH8hp7shSWOXgZ8/G0dWiR2QqnugNtKrMXUtGrytcWRv3e5ubnzur/HTBi6IvYBwZMdtX/sGdgieTVfJRPhzklq316PKT6tNyJt2DUPxDEveR08gDZaZXlNVmFVLICE3ERO4ZqdsZGbr+3qNpHp5pffvlF5fs++OCDKsdXb4kTvcntz81kdaLnw4D2UJdxv7vIl82cYnLxQ2pu5yoadjpBw464i5y6++39cc6uGteTvH2OoIUHN45smynUkdvv7YQJE1ThFfQ2Ycyh2Ktnz55K5NzX5ytvyU0inkF2DwO29oeHBkl8cmqW801ee/tc/ZCqx1xFw04naNgRI3TL8FRvnyPYSujP7fcWMkqvv/666lQDIJLeuXNn1U7MsoLf0+B8RdxBTnLSVh2M9ipvnyfMVSyeIMTA2BNOzkqCBTirvecJuEKCAxJMDz/8sHkdnjvoZ6KNYfny5XW/HiG+ON9ktd+e1qdl/2FbslDFQwLkapxtvU5PJ7dzFQ07QojTk7DT2nseEFJxRXVecnKyWRPTUrAY3SgIIfqQ3YOmrf2NKhWTNu+v9RrlAD3nKhp2hJA88fZpIRVblbqgf+u0kIq9St6M7x3N+3OlBAcyWV544QWr9oLoQjFgwAArLTtP07EjxAjevrF2Wja6Wjkgpw+pes1VnpsEQgjxWrRJtmuDcuoV61pIBROXJVjH9tEPR9jdj8byM7PYN6l7XbWeMXU/n8UE74rE/t69e6ue0sh90Ra0I0TbQstthJC8p2MWc05u5xR7+/KlP6Tm5LN6zVUsntAJJiMT4hiuEvXMiQSHUb+3Rv25iTFJccGcAqhj5+NwoiTE/TgrwWHU761Rf25CnMVTOk+wKpYQYkiyy8MhhBC95pSc5P05+tncQMNOJzTHJ6xqQoh3oH1fjRa44HxFiO/OVTTsdCI2Nla9VqhQwd1DIYTk4PtrpCIHzleE+O5cxRw7nUDPSIiSFi5cWAmUwrrGpHn27FnmsGQB75Nj8D655l5h+sNEiSpWT+4U4cr5Cj8//29lD7+DjsN75d65ih47ncCNtqU0j18W/2NnD++TY/A+6X+vjOSpszVf4UEU8P+WY/A+OQ7vlXvmKuM8ohJCCCGE+Dg07AghhBBCfAQadi4CLYbGjh1r1WqIZIb3yTF4nxyH98o5eL8cg/fJcXiv3HufWDxBCCGEEOIj0GNHCCGEEOIj0LAjhBBCCPERaNgRQgghhPgINOwIIYQQQnwEGnYuYPr06VK5cmUpUKCANGvWTLZt2yZGZ8OGDdKlSxelmg1B1KVLl1rtRw3P22+/LWXKlJHg4GBp166dHDt2TIzGxIkTpUmTJqojQOnSpaVbt25y5MgRq2Pi4+Nl0KBBUqJECSlUqJD06NFDLly4IEZixowZUq9ePbOwZ4sWLeSPP/4w7+c9cgzOVZnhXOUYnKs8d76iYaczixYtkuHDh6sS5p07d0r9+vWlQ4cOcvHiRTEycXFx6l7gD4ktpkyZIp9++qnMnDlT/v77bwkJCVH3Df/hjcT69evVF3zr1q2yatUqSUpKkvbt26v7pzFs2DD59ddfZcmSJep4tIbq3r27GAl0TZg0aZLs2LFDtm/fLm3btpWuXbvKgQMH1H7eo+zhXGUbzlWOwbnKg+cryJ0Q/WjatKlp0KBB5vWUlBRT2bJlTRMnTnTruDwJ/Lf76aefzOupqamm8PBw0/vvv2/eFhMTYwoKCjItWLDAZGQuXryo7tf69evN9yUgIMC0ZMkS8zGHDh1Sx2zZssVkZIoVK2aaPXs275GDcK7KHs5VjsO5ynPmK3rsdCQxMVFZ5HDNW/ZkxPqWLVvcOjZPJjIyUqKjo63uG3riITRk9Pt2/fp19Vq8eHH1iv9feDK2vFc1a9aUihUrGvZepaSkyMKFC5WnACEO3qPs4VyVMzhX2YdzlefMV/lz9Clik8uXL6tfWlhYmNV2rB8+fNht4/J0MFECW/dN22dEUlNTZejQodKyZUupU6eO2ob7ERgYKEWLFhWj36t9+/apiREhMOSl/PTTTxIRESG7d+/mPcoGzlU5g3OVbThXedZ8RcOOEA8F+Sv79++XjRs3unsoHkmNGjXUpAhPwffffy+9e/dW+SmEkLyFc5VnzVcMxepIyZIlxd/fP1M1C9bDw8PdNi5PR7s3vG93GDx4sCxbtkzWrl2rEm81cD8QRouJiRGj3ys85VarVk0aNWqkKvSQ8D516lTeIwfgXJUzOFdlhnOV581XNOx0/sXhl7Z69WorFzXW4YIltqlSpYr6D2x5327cuKEqzox235CvjYkSbvo1a9aoe2MJ/n8FBARY3StIDJw5c8Zw9yoj+K4lJCTwHjkA56qcwbnqDpyrPHi+ylHJBbHLwoULVYXUvHnzTAcPHjS99NJLpqJFi5qio6NNRiY2Nta0a9cuteC/3UcffaTenz59Wu2fNGmSuk8///yzae/evaauXbuaqlSpYrp9+7bJSAwcONBUpEgR07p160xRUVHm5datW+ZjBgwYYKpYsaJpzZo1pu3bt5tatGihFiMxatQoVX0XGRmp/r9gPV++fKaVK1eq/bxH2cO5yjacqxyDc5Xnzlc07FzAtGnT1C8pMDBQSQps3brVZHTWrl2rJsmMS+/evc0yAmPGjDGFhYWpPzYPPvig6ciRIyajYeseYZk7d675GPwBeeWVV1S5fMGCBU2PPfaYmlCNRN++fU2VKlVS37FSpUqp/y/aJAl4jxyDc1VmOFc5Bucqz52v8uGfXHoUCSGEEEKIB8AcO0IIIYQQH4GGHSGEEEKIj0DDjhBCCCHER6BhRwghhBDiI9CwI4QQQgjxEWjYEUIIIYT4CDTsCCGEEEJ8BBp2hBBCCCE+Ag07ojubNm2SunXrqv533bp1k3Xr1km+fPkyNTn2dcaNGycNGjQQT+P++++XoUOHunsYhHgEnK/S4HzlQ+S4ZwXxOdAyR2sLkz9/flPlypVNI0aMcLoHIloTPfvss6azZ8+arl27ZkpISFDtUdCKxxdAyxz0SHSk5+Tly5et7i/6SuZ1ayT8Diy5cuWK6caNG3k2DkJcAecrx+B8ZTzyu9uwJJ5Fx44dZe7cuZKUlCQ7duyQ3r17q6fXyZMnO3yOEydOyIABA6R8+fLmbeHh4WI0ChUqpBa9SUxMlMDAwBx/vnjx4rqOhxB3wflKPzhf+RDutiyJ52DrCa179+6me+65x7yekpJieu+999TTcYECBUz16tUzLVmyRO2LjIy02RA645OY9gS5fPlyU82aNU0hISGmDh06mM6fP2917VmzZqn9aLRdo0YN0/Tp0837tGstWrTI1KpVKzWWxo0bq2bc27ZtMzVq1Eidt2PHjqaLFy86fd4ffvjBdP/995uCg4PVz7h582a7DcLHjh1r835ie/369c3vM34O5wJnzpwxPfHEE+qeoAn0o48+qsaR8ffy7rvvmsqUKaPuPfjmm2/Uz1moUCHVkLxnz56mCxcu2P1daE3M27RpY3rttdfM57969arpueeeMxUtWlT9vLhnR48eNe939PdFSF7C+YrzFecr29CwI3Ynyn379pnCw8NNzZo1M2/DlxVfFnxpTpw4ob5EmHDWrVtnSk5OViGM0NBQ0yeffKLe37p1y+ZEGRAQYGrXrp3pn3/+Me3YscNUq1YtU69evczX+fbbb9WkgAnr5MmT6rV48eKmefPmWU0E2lgOHjxoat68uZo4MMFt3LjRtHPnTlO1atVMAwYMyNF5ly1bpibexx9/3FSpUiVTUlKSCtPgZ8PPiJ8PC0IY2U2UOObJJ59Uk5D2OZwrMTFR/ex9+/Y17d27V/0cuA+YwLFf+71gMsRktn//frWAOXPmmH7//Xf1e9iyZYupRYsWpk6dOql9+F3gZ8PPgp8B14uJibE5UWJixhg2bNhg2r17t5oEcd8wNkd/X4TkNZyvOF9xvrINDTtiBl9If39/9YSDyQ9fMj8/P9P333+v9sfHx5sKFixofhrU6Nevn3r60sDTEr5cGrYmSqwfP37cfAyeQvEUp1G1alXT/Pnzra4zYcIENRlYTmizZ88271+wYIHatnr1avO2iRMnqkknN+c9cOCA2nbo0CGnclYsJ0p7Hob//e9/anyW+TyYIPEkumLFCvPncG+0idMemMQwTm3itpezYjlR4kkXx2zatMm8H3k2uP7ixYsd/n0RktdwvuJ8BThfZYY5dsSKBx54QGbMmCFxcXHy8ccfS/78+aVHjx5q3/Hjx+XWrVvy0EMPZcqhuOeee5y6TsGCBaVq1arm9TJlysjFixfVe1wbeS/9+vWT/v37m49JTk6WIkWKWJ2nXr165vdhYWHqFRVulttye16MDeA8NWvWFD3Zs2ePuq+FCxe22h4fH6/GqoGfKWOeCnKKUMmGc1y7dk1SU1PV9jNnzkhERIRD1z906JD6HTdr1sy8rUSJElKjRg21z5HfFyHugvNV5vNyvuJ8RcOOWBESEiLVqlVT77/66iupX7++zJkzR00uN2/eVNt/++03KVeunNXngoKCnLoOpAUsQcIzPMhAu86sWbOsvsDA39/f7nlwDlvbtAkkt+fVzqMnGFOjRo3ku+++y7SvVKlSVr8XSzDpd+jQQS34LI7FBIl1/OHSm6x+X4S4C85X9s/L+cq48xUNO2IXPz8/efPNN2X48OHSq1cv9VSFCRFfyDZt2rjsunhqLVu2rJw8eVKeeeYZjzsvnkRTUlJ0+VzDhg1l0aJFUrp0aQkNDXX4XIcPH5YrV67IpEmTpEKFCmrb9u3bM10PZDXWWrVqKQ/A33//Lffee6/ahvMeOXLE4adoQjwBzle24XxlPChQTLLkiSeeUE+H06dPV+73119/XYYNGyZff/21cr3v3LlTpk2bptb1ZPz48TJx4kT59NNP5ejRo7Jv3z4la/DRRx+5/byVK1dWT66rV6+Wy5cvq3CPo5/bu3evmoTwOUg0YMIuWbKkdO3aVf766y+JjIxUAqlDhgyRc+fO2T1XxYoV1USIe4+J/5dffpEJEyZYHVOpUiX1pLps2TK5dOmS2QNgyd13362ujVDPxo0bVZjk2WefVR4ObCfEm+B8lRnOV8aDhh3JEuQzDB48WKZMmaLc6fgyjhkzRk02eHqCjhRCHVWqVNH1ui+++KLMnj1bTWLI18AT97x583J9HT3OiydF6F499dRTKqSAe+MImIyQC9K4cWP1OSjeIxdkw4YNauLr3r27uqcIIyFnJasnYnwe416yZIl6UsWT8AcffGB1DCY7/GEYNWqUevrH79EWuBcIrzzyyCPSokULFbL4/fffM4UzCPF0OF9lhvOV8ciHCgp3D4IQQgghhOQeeuwIIYQQQnwEGnaEEEIIIT4CDTtCCCGEEB+Bhh0hhBBCiI9Aw44QQgghxEegYUcIIYQQ4iPQsCOEEEII8RFo2BFCCCGE+Ag07AghhBBCfAQadoQQQgghPgINO0IIIYQQH4GGHSGEEEKIj0DDjhBCCCHER6BhRwghhBDiI9CwI4QQQgjxEWjYEUIIIYT4CPndPQBfITU1Vc6fPy+FCxeWfPnyuXs4hBAHMJlMEhsbK2XLlhU/Pz7nEkK8Hxp2OgGjrkKFCu4eBiEkB5w9e1bKly/v7mEQQkiuoWGnE/DUaX8gQkND3T0cQogD3LhxQz2Qad9fQgjxdmjY6YQWfoVRR8OOEPeQkmqSbZFX5WJsvJQuXECaViku/n7Zp0YwfYIQ4ivQsCOE+ATL90fJ+F8PStT1ePO2MkUKyNguEdKxThm3jo0QQvIKZgsTQnzCqBv47U4row5EX49X27GfEEKMAA07QojXh1/hqTPZ2Kdtw34cRwghvg4NO0KIV4OcuoyeOktgzmE/jiOEEF+Hhh0hxKtBoYSexxFCiDdDw44Q4tWg+lXP4wghxJtxq2E3ceJEadKkidKQKl26tHTr1k2OHDlidcz999+vpAgslwEDBlgdc+bMGencubMULFhQnWfEiBGSnJxsdcy6deukYcOGEhQUJNWqVZN58+ZlGs/06dOlcuXKUqBAAWnWrJls27bNRT85IUQvIGmC6ld7QMgE+3EcIYT4Om417NavXy+DBg2SrVu3yqpVqyQpKUnat28vcXFxVsf1799foqKizMuUKVPM+1JSUpRRl5iYKJs3b5avv/5aGW1vv/22+ZjIyEh1zAMPPCC7d++WoUOHyosvvigrVqwwH7No0SIZPny4jB07Vnbu3Cn169eXDh06yMWLF/PobhBCcgJ06iBpYgtNnQ77HdGzI4QQbyefCc0SPYRLly4pjxsMvvvuu8/ssWvQoIF88sknNj/zxx9/yCOPPKJaeoWFhaltM2fOlJEjR6rzBQYGqve//fab7N+/3/y5p59+WmJiYmT58uVqHR46eA8/++wzc+9XKNK/+uqrMmrUKIcU7IsUKSLXr1+nQDEhecyeszHSdfqmTNuz07Hj95YQ4mt4VI4dJldQvLh1yOS7776TkiVLSp06dWT06NFy69Yt874tW7ZI3bp1zUYdgKcNE/aBAwfMx7Rr187qnDgG2wG8fTt27LA6Bg3Bsa4dk5GEhAR1DcuFEOIevthwQr0+dk9ZWdC/uUx9uoF63TiyLcWJCSGGwmM6T8BDhhBpy5YtlQGn0atXL6lUqZKULVtW9u7dq7xvyMP78ccf1f7o6Ggrow5o69iX1TEwxm7fvi3Xrl1TIV1bxxw+fNhufuD48eN1+ukJITnl1OU4+WN/2nf95TZVpWY4PW+EEOPiMYYdcu0QKt24caPV9pdeesn8Hp65MmXKyIMPPignTpyQqlWriruA5xA5eRmbiRNC8pZZf50UJJQ8UKMUjTpCiOHxCMNu8ODBsmzZMtmwYYOUL18+y2ORCweOHz+uDLvw8PBM1asXLlxQr9invWrbLI9BTk1wcLD4+/urxdYx2jkygupaLIQQ93EpNkGW7Din3g9o474HPUII8RTcmmOHug0YdT/99JOsWbNGqlSpku1nUNUK4LkDLVq0kH379llVr6LCFkZbRESE+ZjVq1dbnQfHYDtAgUWjRo2sjkFoGOvaMYQQz+ObLackMTlVGlQoSjkTQgjJiWF39uxZOXcu7QkZwFuG3Lgvv/wyR+HXb7/9VubPn6+07JALhwV5bwDh1gkTJqjChlOnTskvv/wizz//vKqYrVevnjoG8igw4J577jnZs2ePkjB566231Lk1jxp0706ePClvvPGGypn7/PPPZfHixTJs2DDzWBBWnTVrlpJLOXTokAwcOFDJrvTp08fpn4sQ4nriEpLlmy2n1fsBbe5SGpeEEGJ4TE7SqlUr0zfffKPeR0VFmUJDQ00tWrQwlSxZ0jR+/HinzpXexjHTMnfuXLX/zJkzpvvuu89UvHhxU1BQkKlatWqmESNGmK5fv251nlOnTpk6depkCg4OVuP4z3/+Y0pKSrI6Zu3ataYGDRqYAgMDTXfddZf5GpZMmzbNVLFiRXVM06ZNTVu3bnX4Z8GYMPaMYyOEuIbZf500VRq5zHT/+2tNySmpOToHv7eEEF/DaR27YsWKKUHhGjVqyKeffqqEfTdt2iQrV640e8aMCPWwCNGHlFSTbIu8qnq7og0YQqyauLC2L+r6bfnvbwflSlySTOxeV3o2rZija/F7SwgRoxdPoDuEFuL8888/5dFHH1Xva9asqbpCEEJITlm+P0rG/3pQoq7HZxIZBhn3wd4LCfR3y1gJIcQnDLvatWurzg5o0YUCBOTAAXR+KFGihCvGSAgxiFE38NudKh/Dkujr8TLg2502P5NqEnlt4W4JzO9HIWJCCMlJ8cTkyZPliy++UK2+evbsqXqqAhQ2NG3a1BVjJIT4OAixwhtnKy/EkVwRfBbnIIQQo+O0xw4G3eXLl1VuCvLtLIWEQ0JC9B4fIcQAOXRpeXN3QqzOAHMOn8U5WlRl1IAQYmycNuzatm2r2nlZGnVaf9du3bopPTpCCHEmh+7+GqVyfW4YioQQYnScNuzWrVsniYmJmbbHx8fLX3/9pde4CCEGyaGDkbdg29lcnx/eP0IIMToOG3Z79+41vz948KASEtZISUmR5cuXS7ly5fQfISHEp3PocguEUMKLpIV0CSHE6Dhs2DVo0EApu2NBODYj6Lk6bdo0vcdHCPEBnMmhg6FmsrNuax+AHIqmdUcIIUbGYcMuMjJS9Xa96667VBuxUqXu5MSg12rp0qXF3596UoSQnOe/9W1ZWf7YH21lBIZnoWOn7aPUCSGEOGnYVapUSb2mpqY6+hFCCHEq/+2hiHD5v84RdjtPYL+9fYQQQnJQPAGOHTsma9eulYsXL2Yy9N5++229xkYI8RFggKH6FWLDpmzy5GCo2ZMtyWofIYSQHBh2s2bNkoEDB0rJkiUlPDxc5dxp4D0NO0KILYMMIVNUxWaEeXKEEKIf+UxInHMChGRfeeUVGTlypI7D8H7YTJyQ7PlqY6S8s+yg1bYybsyT4/eWECJG99hdu3ZNnnjiCdeMhhDi09yIT1KvDSsUld4tKzNPjhBC3N0rFkbdypUr9R4HIcQA/L4vSr0+07ySdG1QTuXL0agjhBA3euyqVasmY8aMka1bt0rdunUlICDAav+QIUN0HB4hxFc4diFWjl64KYH+ftIuIszdwyGEEJ/EacPuyy+/lEKFCsn69evVYgmKJ2jYEUJs8Vu6t6713SWlSLD1AyEhhBA3GXYQKiaEEGf5bW+aYfdwXYoJE0KIx+TYaSQmJsqRI0ckOTlZ3xERQnyOoxdi5dhFhmEJIcTjDLtbt25Jv379pGDBglK7dm05c+aM2v7qq6/KpEmTXDFGQoiPeOsYhiWEEA8z7EaPHi179uyRdevWSYECd9oEtWvXThYtWuTUuSZOnChNmjSRwoULq16z3bp1U15AS+Lj42XQoEFSokQJldvXo0cPuXDhgtUxMC47d+6sjE2cZ8SIEZk8iRhvw4YNJSgoSBWAzJs3L9N4pk+fLpUrV1Y/V7NmzVRPXEKIftWwnesxDEsIIR5l2C1dulQ+++wzadWqlVXXCXjvTpw44dS5UHwBow0VtqtWrZKkpCRp3769xMXFmY8ZNmyY/Prrr7JkyRJ1/Pnz56V79+7m/SkpKcqoQ2h48+bN8vXXXyujzbIDBvICccwDDzwgu3fvlqFDh8qLL74oK1asMB8Do3T48OEyduxY2blzp9SvX186dOig2qYRQnIOw7CEEJKHmJwkODjYdOLECfW+UKFC5ve7d+82hYaGmnLDxYsX0QXDtH79erUeExNjCggIMC1ZssR8zKFDh9QxW7ZsUeu///67yc/PzxQdHW0+ZsaMGWosCQkJav2NN94w1a5d2+paTz31lKlDhw7m9aZNm5oGDRpkXk9JSTGVLVvWNHHiRIfGfv36dTUuvBJC7vDRyiOmSiOXmfrO3WbyNPi9JYT4Gk577Bo3biy//fabeV3z2s2ePVtatGiRKyMTbX1A8eLF1euOHTuUFw9hXo2aNWtKxYoVZcuWLWodr9DTCwu74wmApw2tgg4cOGA+xvIc2jHaOeDtw7Usj/Hz81Pr2jGEkJzBMCwhhHiw3Ml7770nnTp1koMHD6o8tqlTp6r3CINm1LVzhtTUVBUibdmypdSpU0dti46OlsDAQClatKjVsTDisE87xtKo0/Zr+7I6Bsbf7du3VZs0hHRtHXP48GGb401ISFCLBs5FCLGGYVhCCMlbnPbYIbcOeWow6uApQ3sxFCzAs9WoUaMcDwS5dvv375eFCxeKN4DCDzQP15YKFSq4e0iEeAwpqSbZcuKKfLTyqFpvVa2EhBZgNSwhhHicxw5UrVpVZs2apdsgBg8eLMuWLZMNGzZI+fLlzdvDw8NVmDQmJsbKa4eqWOzTjslYvapVzVoek7GSFuuhoaESHBws/v7+arF1jHYOW9XBKLaw9NjRuCNEZPn+KBn/60GJuh5v3rbjTIza3rEOw7GEEOKRAsWoFoWHbe/evVaLM5hMJmXU/fTTT7JmzRqpUqWK1X54ANGLdvXq1eZtkEOBvImWz4fXffv2WVWvosIWRltERIT5GMtzaMdo50C4F9eyPAahYazbyxuEbAquYbkQYnRgvA38dqeVUQdu3E5S27GfEEKIB3nsUGTQu3dvOXTokDLMLEEhBXLVnAm/zp8/X37++WelZaflxCG0CU8aXiGGDM8YCipgPEEIGcZW8+bN1bGQR4EB99xzz8mUKVPUOd566y11bhhfYMCAAUqi5Y033pC+ffsqI3Lx4sVWRSC4Bn4uFIc0bdpUPvnkEyW70qdPH2dvESGGDb/CU2c9K6SBbSizwv6HIsLF3++OVBIhhBA3GnYwjKpXry5z5sxRxQWWWnbOMmPGDPV6//33W22fO3euvPDCC+r9xx9/rCpUIUyMYgVUs37++efmYxFCRRh34MCByuALCQlRBto777xjPgaeQBhx0MRDsQfCvajixbk0nnrqKbl06ZLSv4Nx2KBBA1m+fHmmggpCiG22RV7N5KnLaNxhP45rUbVEno6NEEKMQj5onjjzAXjWdu3apbo3ELHKsYOHEZItDMsSI/Lz7n/ltYW7sz1u6tMNpGuDcuIJ8HtLCBGje+wefPBB1VKMhh0hxgahV3jfLsbGS+nCBaR4wUCHPodjCSGEeIhhhxAmQp0onIDeHIobLHn00Uf1HB8hxEsqXwP8s07LwN7wIgWkaZU0AXJCCCEeYNhBr27Tpk3yxx9/ZNrnbPEEIcR7K18z5nAkpZisjDjL/ZrJN7ZLBAsnCCHEk+ROUJX67LPPSlRUlJIEsVxo1BFi3MpXjaIFAyQs1DrcCk/djGcbUseOEEI8zWN35coVVV3KalFCjEd2la8g5laSfNevofj55TPn3yH8Sk8dIYR4oGHXvXt3Wbt2reo+QQgxFjDUHOFyXILHVL4SQoiRcNqwg4Yd2mlt3LhR9YrNWDwxZMgQPcdHCPEgHK1oZeUrIYR4iY5dxrZfVifLl09OnjwpRoR6WMQoOXatJq+R6OvxNvPstMrXjSPbekXold9bQogY3WMXGRnpmpEQQjweGGuobB3w7c5M+1j5SgghXlgVq5GYmChHjhyR5ORkfUdECPFoUNn6SL3M1a2sfCWEEC/02N26dUtJnnz99ddq/ejRo3LXXXepbeXKlZNRo0a5YpyEEA8iLiHtga53i0rSsFIxVr4SQoi3euxQOIGWYuvWrZMCBe4kSLdr104WLVqk9/gIIR4G0nJ3n41R7x9rWF5Vv7aoWoJGHSGEeKPHbunSpcqAa968uSqW0Khdu7acOHFC7/ERQjyM01duybVbSRLo7ye1yhR293AIIYTkxmN36dIlKV26dKbtcXFxVoYeIcQ32XX2mnqtXS5UgvL7u3s4hBBCcmPYNW7cWH777TfzumbMzZ49W1q0aOHs6QghXsbuM2lh2HsqFHP3UAghhOQ2FPvee+9Jp06d5ODBg6oidurUqer95s2bZf369c6ejhDiZexKz69rULGou4dCCCEktx67Vq1aye7du5VRh84TK1euVKHZLVu2SKNGjZw9HSHEi4hPSpGD52+o9/dUoGFHCCFe77ED6BM7a9Ys/UdDCPFoDpy/LsmpJilZKEjKFwt293AIIYTkxLBD2x1HYVseQnyXXen5dQ0qFGWxFCGEeKthV7Ro9pM4tK1wTEpKil5jI4R4aH7dPcyvI4QQ7zXs1q5d6/qREEK8qCKWhh0hhHht8USbNm0cXpxhw4YN0qVLFylbtqzy9kH82JIXXnhBbbdcOnbsaHXM1atX5ZlnnlEhYHgW+/XrJzdv3rQ6Zu/evdK6dWvVKaNChQoyZcqUTGNZsmSJ1KxZUx2DopDff//dqZ+FEF/n4o14+TfmtsB5X4+GHSGE+EZVLPjrr7/k2WeflXvvvVf+/fdfte1///ufbNy40anzQNS4fv36Mn36dLvHwJCLiooyLwsWLLDaD6PuwIEDsmrVKlm2bJkyFl966SWr/MD27dtLpUqVZMeOHfL+++/LuHHj5MsvvzQfA6mWnj17KqNw165d0q1bN7Xs37/fqZ+HECOEYWuEFZZCQTmquyKEEOJpht0PP/wgHTp0kODgYNm5c6ckJCSo7devX1cad84APbx3331XHnvsMbvHBAUFSXh4uHkpVuyOKOqhQ4dk+fLlShy5WbNmSopl2rRpsnDhQjl//rw65rvvvpPExET56quvVNuzp59+WoYMGSIfffSR+TzQ4oMBOWLECKlVq5ZMmDBBGjZsKJ999pmzt4cQQxROEEII8RHDDobYzJkzldxJQECAeXvLli2Voac369atUzp5NWrUkIEDB8qVK1fM+6Cdh/ArumFotGvXTvz8/OTvv/82H3PfffdJYGCg+RgYpkeOHJFr166Zj8HnLMEx2E4ISWN3eisxFk4QQojn4nQ8BQYRDKWMFClSRGJi0p7o9QJetO7du0uVKlXkxIkT8uabbyovHwwuf39/iY6OztS3Nn/+/FK8eHG1D+AVn7ckLCzMvA8eQLxq2yyP0c5hC3gqNW+ls5IwhHgbySmpsvfcdfX+nopsJUYIIT5j2CEcevz4calcubLVduTX3XXXXXqOTYVNNVDQUK9ePSWODC/egw8+KO5k4sSJMn78eLeOgZC84uiFm3IrMUXl1lUtVcjdwyGEEKJXKLZ///7y2muvqVAnqlSRy4Y8ttdff12FSl0JDMeSJUsqw1IzMi9evGh1DFqdoVIW+7RjLly4YHWMtp7dMdp+W4wePVrlFWrL2bNndfopCfE8dqcXTtSvUET8/ShMTAghPmPYjRo1Snr16qU8ZpAVQVj2xRdflJdfflleffVVcSXnzp1TOXZlypRR6y1atFDhX1S7aqxZs0ZSU1NVMYV2DCplk5KSzMegghY5e1ohBo5ZvXq11bVwDLZnVdQBiRXLhRBfZdeZtPw6Fk4QQoiPGXbw0v3f//2f8opBDmTr1q1y6dIlVUnqLDAMd+/erRYQGRmp3p85c0btQ5Uqzn/q1ClleHXt2lWqVaumChsAKliRhwcv4rZt22TTpk0yePBgFcKFNh6AEYrCCUiZQBZl0aJFqgp2+PDh5nHAA4nq2g8//FAOHz6s5FC2b9+uzkUIueOxu6cC8+sIIcSjMbmRtWvXmjCEjEvv3r1Nt27dMrVv395UqlQpU0BAgKlSpUqm/v37m6Kjo63OceXKFVPPnj1NhQoVMoWGhpr69Oljio2NtTpmz549platWpmCgoJM5cqVM02aNCnTWBYvXmyqXr26KTAw0FS7dm3Tb7/95tTPcv36dTV2vBLiS8TcSjRVGrlMLZdi402+BL+3hBBfIx/+cbdx6QugKhaVwci3Y1iW+BJ/Hbskz83ZJhWKB8tfb7QVX4LfW0KIr5GjzhOEECP2h2UYlhBCPB0adoQQh1qJsXCCEEJ8xLBDey2tS8M777wjt27dcvW4CCFuJiXVJFtOXJa/I9O6vdQrX8TdQyKEEJINDuXYoS/ssWPHpHz58qrjQ1RUVKaOD0aHuTrEl1i+P0rG/3pQoq7Hm7eFhwbJuEdrS8c6aXJDvgC/t4QQQ3aeaNCggfTp00datWqFKlr54IMPpFAh2+rzb7/9tt5jJIS40Cu3LfKqXIyNl9KFC0jTKsVl1cFoGfjtTlWibsmFGwlq+4xnG/qUcUcIIYbz2KE/7NixY1W/1p07d0pERITqyZrpZPnyqf1GhE/+xFe8cvHJqRJz646gtyXoORFepIBsHNnWJzpQ8HtLCPE1nJY78fPzk+joaIZiM8A/EMTbjDpbXjlHWdC/ubSoWkK8HX5vCSGGDMVagnZdhBDvDr/CU5cbAUuEbgkhhPiAYQcQkv3kk0/k0KFDah2hWbTlqlq1qt7jI4ToDHLqLMOvOQH5eIQQQnxAx27FihXKkENv1nr16qnl77//ltq1a8uqVatcM0pCiG7kxtuGrLoyRdKKLAghhPiAx27UqFEybNgwmTRpUqbtI0eOlIceekjP8RFCdCan3jatVGJslwifKJwghBBfxGmPHcKv/fr1y7S9b9++cvDgQb3GRQhxEfC2wetmD5hsRQsGSHio9TGohqXUCSGE+JjHrlSpUrJ79265++67rbZjGytlCfF84G3r3/oueWdZ5gcxzQ83qXtdeSgiPJPGHT11hBDiY4Zd//795aWXXpKTJ0/Kvffeq7Zt2rRJJk+eLMOHD3fFGAkhOrP1ZFqbsAL5/ZRunaVXDqFWzSvnC5ImhBBiJJw27MaMGSOFCxeWDz/8UEaPHq22lS1bVsaNGydDhgxxxRgJITqy68w1WXnwgsD59vPglnI1LoleOUIIMapAsSWxsbHqFYae0aHQKfEWes3aKptPXJHHG5WXD56oL0aG31tCiK+RIx07DRp0hHgXm45fVkZdoL+fDG1nnSdLCCHEgFWxhBDvBM75KSuOqPe9mlWU8sUKuntIhBBCPMljRwjx/PZhWmXrqcu3ZM/ZGCkY6C+DHqjm7qERQghxATTsCPFRlu+PUj1hM7YPa1O9lJQqHOS2cRFCCPGQUGxSUpI8+OCDcuzYMdeNiBCii1E38NudNnvCLt8frfYTQggxuGEXEBAge/fu1e3iGzZskC5duii5lHz58snSpUsz5QS9/fbbUqZMGQkODpZ27dplMiqvXr0qzzzzjKpoK1q0qOqKcfPmTatjMObWrVtLgQIFpEKFCjJlypRMY1myZInUrFlTHVO3bl35/fffdfs5Ccnr8Cs8dVmVu2M/jiOEEGLw4olnn31W5syZo8vF4+LipH79+jJ9+nSb+2GAffrppzJz5kz5+++/JSQkRDp06CDx8Xe8EDDqDhw4IKtWrZJly5YpYxECypZyBu3bt5dKlSrJjh075P3331eae19++aX5mM2bN0vPnj2VUbhr1y7p1q2bWvbv36/Lz0mIK4GBtuXEFfl597/qFeLDtjx1GjDnsB+5d4QQQgyuY/fqq6/KN998o1qKNWrUSBlblnz00Uc5G0i+fPLTTz8pgwpgWPDk/ec//5HXX39dbYPWVFhYmMybN0+efvpp1bc2IiJC/vnnH2ncuLE6Zvny5fLwww/LuXPn1OdnzJgh//d//yfR0dESGBiojhk1apTyDh4+fFitP/XUU8rIhGGo0bx5c2nQoIEyKh2BeljEU/LoigYHSMztpGw/O/XpBtK1QTkxMvzeEkLE6B47eLEaNmyoNOyOHj2qPFzagn6xehEZGamMMYRfNTABN2vWTLZs2aLW8Yrwq2bUARzv5+enPHzaMffdd5/ZqAPw+h05ckSuXbtmPsbyOtox2nUI8aY8OkeMOoBOE4QQQgxeFbt27VrJC2DUAXjoLMG6tg+vpUuXttqfP39+KV68uNUxVapUyXQObV+xYsXUa1bXsUVCQoJaLJ/8CfGkPDp75EvvCYv2YYQQQnyLHAsUHz9+XFasWCG3b99W67noTOaVTJw4UXkQtQVFGYTkFciPyyqPzh5aF9ixXSLYE5YQQnwQpw27K1euKMmT6tWrq1y2qKg02QQUHiAfTi/Cw8PV64ULF6y2Y13bh9eLFy9a7U9OTlaVspbH2DqH5TXsHaPtt8Xo0aNVXo62nD17Nhc/LSHOAcFhR0C+nSXw1M14tqF0rFPGRSMjhBDiVYbdsGHDlOzJmTNnpGDBOy2JUICAwgW9QPgUhtXq1autwp3InWvRooVax2tMTIyqdtVYs2aNpKamqlw87RhUykKDTwMVtDVq1FBhWO0Yy+tox2jXsUVQUJBKtrZcCMkrHM2Pm96roSzo31wVSuB148i2NOoIIcSHcTrHbuXKlSoEW758eavtqJI9ffq0U+eC3hxCupYFEyjAQI5cxYoVZejQofLuu++qc8PQGzNmjKp01Spna9WqJR07dpT+/fur6lUYb4MHD1YVszgO9OrVS8aPH688iiNHjlTFH1OnTpWPP/7YfN3XXntN2rRpIx9++KF07txZFi5cKNu3b7eSRCHEk0B+XFhokFy4cSfP01YeXfOqJRhyJYQQA+G0YQdZEEtPnQbCn/BiOQOMpwceeMC8Pnz4cPXau3dvJWnyxhtvqOtBlw6euVatWimvIESENb777jtlzCE8jGrYHj16KO07DeS/wRgdNGiQkmcpWbKkEj221Lq79957Zf78+fLWW2/Jm2++qQxJyKHUqVPH2dtDSJ4AY61O2SJy4YZ1KgJgHh0hhBgXp3XskFcHA2nChAlK8gRdHSD+Cy8ZQqDff/+9GBHqYZG8JPJynLT/eL0kpZikeMFAuXor0byvTJECyqhjyDV7+L0lhIjRPXboBgHvGLxtiYmJyquGzg/w2G3atMk1oySEWDHpj0PKqLu/RimZ07uJqpJFQQVy7xCmpaeOEEKMidOGHcKTECb+7LPPlMcOeXLdu3dXoU70dCWEuBa0DFtx4IIy3v7v4VrqtUXVEu4eFiGEEG807ABCF2jTRQjJW1JTTfLubwfV+55NK8jdYYXdPSRCCCHebtihFdecOXNUr1aAfq19+vRR1ayEEP27TGih1sNRsbL/3xtSOCi/DG1X3d1DI4QQ4u2GHTThunTporx2Wo9WVKG+88478uuvv6q+rIQQ/frBonVYxi4T7SLCpGQh56rQCSGE+D5OV8XWrVtXCffOmDFD/P391baUlBR55ZVXZPPmzbJv3z4xIqyuI64w6gZ+u9NmP1iURrCDRO7h95YQIkbvPAFBYbQO04w6gPfQoLMUGyaEOBdu3XLiivy8+1/1mpicqjx1WT11YT8+RwghhOQ4FNuwYUOVW4eWXJZgW/369Z09HSGGx1a4tXhIgFyNu9MGLyMw53A8cu9YEUsIIcQpww4ixBpDhgxRLbjgnWvevLnatnXrVpk+fbpMmjTJkdMRQrIJt2Zl1FmCggpCCCHEqRw7tOrKly+fZHcojkG+nRFhrg5xFoRRW01ek6kwwhkW9G9Oj10u4PeWEGJIj11kZKTrR0KIwUAYNadGHYonwoukdZkghBBCnDLs0AuWEKIvOQ2jas3C0A+WrcMIIYTkWqD4/PnzsnHjRrl48aKkpqZa7UMOHiEke9DX1RGKhwTK1bhE8zo8dTDqKHVCCCEk14bdvHnz5OWXX5bAwEApUaKEyqvTwHsadoQ4BsKohQvkl9j45CzDretHPCA7Tl9THj4Yg/gcPXWEEEJ0MezGjBkjb7/9towePVoVVRBCnGsLphlni7efzdKoA/DMBeb3Y4EEIYQQ1xh2t27dkqeffppGHSEOGG/wrNnSqSsaHCAxt9MkTdpHhMm+f69b7We4lRBCSJ4Ydv369ZMlS5bIqFGjcnRBQnwRW8ZbmSIF5NH6ZeTLDZGZdOo0o6713SXli+caCRpI2DIKCSGEEJf2ioVO3SOPPCK3b99WfWMDAgKs9n/00UdiRKiHZVyv3KqD0XZ7umYHjL+NI9vSiHMT/N4SQsToHruJEyfKihUrzC3FMhZPEGIkr1x4aJDEJ6fmyKgDbAtGCCHErYbdhx9+KF999ZW88MILug6EEG9s/RV9IyHX52ZbMEIIIXrhdAVEUFCQtGzZUrcBEOIN4Vd46nLqldNLz44QQgjR3bB77bXXZNq0aZIXjBs3ToV3LZeaNWua98fHx8ugQYOUnl6hQoWkR48ecuHCBatznDlzRjp37iwFCxaU0qVLy4gRIyQ52VpiYt26ddKwYUNltFarVk1p9RGiR+uvrMiXnmPHtmCEEELcFordtm2brFmzRpYtWya1a9fOVDzx448/ip7gGn/++ad5PX/+O0MeNmyY/Pbbb6pKFwnQgwcPlu7du8umTZvMhR4w6sLDw2Xz5s0SFRUlzz//vBrze++9Z+6Di2MGDBgg3333naxevVpefPFFKVOmjHTo0EHXn4V4Z3GEHqFSGHGWHj+2BSOEEOIRhl3RokWV8ZRXwJCDYZYRVLHNmTNH5s+fL23btlXb5s6dK7Vq1ZKtW7dK8+bNZeXKlXLw4EFlGIaFhUmDBg1kwoQJMnLkSOUNRPeMmTNnSpUqVVTuIMDn0S7t448/pmHnozijNwc9uRphhXJ0Hc1ce+m+KvLLnijq1BFCCPE8ww7GU15y7NgxKVu2rBQoUEBatGihqnIrVqwoO3bskKSkJGnXrp35WIRpsW/Lli3KsMMrJFlg1GnAWBs4cKAcOHBA7rnnHnWM5Tm0Y4YOHZqnPyfxTL256OvxasnOgCtSMEAK5PeX6Bu2jbc3OtaiTh0hhBDPM+zykmbNmql8N0irIIw6fvx4ad26tezfv1+io6OVxw0eREtgxGEfwKulUaft1/ZldQz0raDVFxwcbHNsCQkJatHA8cTzPXK2Klth5H2xITLLcwYH+El8Uqp6byukOql7XXkoItyu8YZXSpoQQgjxOMMOYcus9OpOnjwpetGpUyfz+3r16ilDr1KlSrJ48WK7BldeAc8hDE3i+eFUeOTGdK4lE347lOPK1ttJqTKsXXVZ+M+ZLEOqNN4IIYR4lWGXMUSJcOiuXbtk+fLlquLUlcA7V716dTl+/Lg89NBDkpiYKDExMVZeO1TFajl5eEWxhyVa1azlMRkrabEOFfqsjMfRo0fL8OHDrTx2FSpU0OknJXqHU1+ZvyvX161csqDqEsGQKiGEEJ8x7CB3Yovp06fL9u3bxZXcvHlTTpw4Ic8995w0atRIVbeiihUyJ+DIkSNK3gS5eACv//3vf+XixYtK6gSsWrVKGW0RERHmY37//Xer6+AY7Rz2gDQKFuL54VS99OcwDoZUCSGE+FSv2KxCsKg61TPX7PXXX5cuXbqo8Ov58+dl7Nixsnv3blXpWqpUKVUEAaMMeXgw1l599VX1OUibaHInGBOKL6ZMmaLy6WAUQs7EUu6kTp06Sg+vb9++SsplyJAhSkbFmapY9pzMu3CqKzTlsiJfesiVPV19D35vCSG+hm7FE99//70UL66v0Oq5c+ekZ8+ecuXKFWXItWrVSkmZ4D2AJImfn5/y2KGQAYbY559/bv68v7+/0tuDAQgPXEhIiPTu3Vveeecdq5xBGHHQxJs6daqUL19eZs+eTakTHw2nZgf15gghhBjKYweJEMviCXwcnrBLly4po+qll14SI8Inf8exF07NK+wZb7b05mBsUm/Od+H3lhAiRvfYdevWzWodHjN40O6//36rdl+EuKPvanbh1DGdI2TCb5lFiKk3RwghxBfQLcfO6PDJ3zG2nLgiPWdtdYtHbsazDZXxZi+3jxgPfm8JIb6GRwsUE99Dj76rzoZTM2rNsbKVEEKIGN2wQ8g1K2FigP3Jycl6jIv4CBm9Y0ULBuT4XAynEkIIIToZdj/99JPdfei3+umnn0pqalrLJULsVb7m98t9dSqMtw512L6LEEIIybFh17Vr10zbIAg8atQo+fXXX+WZZ56xkhEhxsZe5Wuyhe3PcCohhBDiATl2mljw119/rfTeIBoMkV9iPGwVIoDsKl8Rki2Q31+ibzCcSgghhLjFsEPlGDo2TJs2TXV0QDuv1q1b6zYY4hsdIp5uUiHb7hAxt5Lku34Nxc8vH8OphBBCSF4bdmjJNXnyZAkPD5cFCxbYDM0S7yQr+Q9nO0TguI//PObQdS/HJUjXBuV0/VkIIYQQI+Owjh2qYoODg6Vdu3aqVZc9fvzxRzEi3qqHZc9wQ0gUuLJDxIL+zemVI27FW7+3hBCSa4/d888/n63cCfGNAgf0ZR3w7U6VB+cKo06TLdHy8QghhBCSx4bdvHnzdLokcQXZdVPIuL9RpWJ2CxxMFnlwuSUr2RIWQxBCCCH6ws4TPkBW4VRUmNraXzwkQK7G5d5wy4ph7arLwn/OZClbQgghhBD9YK9YL8rVseWVW3Uw2mY41VITzlaRgyvRQq0bR7ZV65QtIZ4Kc+wIIb4GPXYeFDJ1tjo1PDRI4pNTswynzvrLtUadI6FWFkgQQggheQMNOw+qQHW2OjX6RkK210zNoVUHk6xIwQC5np5nl9MOEYQQQgjJOxiKzaOQjr0K1IweL1v7igQHyPXbrs2Hy3hdMOPZhuo1q/y97Io2CPFkGIolhPga9NjlATB+sqtAlSz2udqoKx4SKFfjEu163R6KCLdrvLFDBCGEEOI50LDLA2AUZddiy1XA/oJP1pRFkcP6EQ/IjtPX7HrdaLwRQggh3gENuzwABlNeo5ll/VunVcVmVeQQmN+PhhshhBDiA/i5ewBGAF4wVwEDDR0iwkOtrwFPHHLkRj8coV6xbms/ixwIIYQQ34EeuwxMnz5d3n//fYmOjpb69evLtGnTpGnTprk6J0KbKDhAqy6TC6pTJ3Wvm2UeHIy3rPYTQgghxDdgVawFixYtUj1xZ86cKc2aNZNPPvlElixZIkeOHJHSpUvrUhVryzjT1u2FSx2pTiWEOA+rYgkhvgYNOwtgzDVp0kQ+++wztZ6amioVKlSQV199VUaNGpXrPxA51bHTDDdKixCiLzTsCCG+BkOx6SQmJsqOHTtk9OjR5m1+fn7Srl072bJliy7XyC4kml24lNWphBBCCMkKGnbpXL58WVJSUiQsLMxqO9YPHz6c6fiEhAS1WD75O0JWxhkNN0IIIYTkBhp2OWTixIkyfvz4TNsdNfAIIe5H+74yI4UQ4ivQsEunZMmS4u/vLxcuXLDajvXw8PBMxyNkO3z4cPP6v//+KxERESonjxDiXcTGxqpcO0II8XZo2KUTGBgojRo1ktWrV0u3bt3MxRNYHzx4cKbjg4KC1KJRqFAhOXv2rBQuXFjy5cunPAEw8rCNSdn24X1yDN4n19wreOpg1JUtWzbPxkcIIa6Ehp0F8MD17t1bGjdurLTrIHcSFxcnffr0yfazKLQoX758pu34w8I/xNnD++QYvE/63yt66gghvgQNOwueeuopuXTpkrz99ttKoLhBgwayfPnyTAUVhBBCCCGeCA27DCDsaiv0SgghhBDi6bBXrItA/t3YsWOt8vBIZnifHIP3yXF4rwghRoadJwghhBBCfAR67AghhBBCfAQadoQQQgghPgINO0IIIYQQH4GGnQuYPn26VK5cWQoUKCDNmjWTbdu2idHZsGGDdOnSRQnBQsB56dKlVvuR6gmZmTJlykhwcLC0a9dOjh07JkZsVdekSRMldF26dGklln3kyBGrY+Lj42XQoEFSokQJJYzdo0ePTB1TfJ0ZM2ZIvXr1zFp1LVq0kD/++MO8n/eIEGJUaNjpzKJFi5TQMarydu7cKfXr15cOHTrIxYsXxchA6Bn3AkavLaZMmSKffvqpzJw5U/7++28JCQlR9w1/oI3E+vXrlUGydetWWbVqlSQlJUn79u3V/dMYNmyY/Prrr7JkyRJ1/Pnz56V79+5iJCAGPmnSJNmxY4ds375d2rZtK127dpUDBw6o/bxHhBDDgqpYoh9NmzY1DRo0yLyekpJiKlu2rGnixIluHZcngf92P/30k3k9NTXVFB4ebnr//ffN22JiYkxBQUGmBQsWmIzMxYsX1f1av369+b4EBASYlixZYj7m0KFD6pgtW7aYjEyxYsVMs2fP5j0ihBgaeux0JDExUXkQEEa0bDWG9S1btrh1bJ5MZGSk6vRhed/Q5glhbKPft+vXr6vX4sWLq1f8/4IXz/Je1axZUypWrGjYe5WSkiILFy5UXk2EZHmPCCFGhp0ndOTy5cvqj0zGFmRYP3z4sNvG5enAqAO27pu2z4ikpqbK0KFDpWXLllKnTh21DfcjMDBQihYtKka/V/v27VOGHML1yKP76aefJCIiQnbv3s17RAgxLDTsCPFQkGu3f/9+2bhxo7uH4pHUqFFDGXHwan7//ffSu3dvlU9HCCFGhqFYHSlZsqT4+/tnqr7Denh4uNvG5elo94b37Q7oV7xs2TJZu3atKhTQwP1AyD8mJkaMfq/glatWrZo0atRIVROjOGfq1Km8R4QQQ0PDTuc/NPgjs3r1aqtwGtYRMiK2qVKlivqDa3nfbty4oapjjXbfUFsCow5hxTVr1qh7Ywn+fwUEBFjdK8ihnDlzxnD3KiP4riUkJPAeEUIMDUOxOgOpE4SEGjduLE2bNpVPPvlEJXX36dNHjMzNmzfl+PHjVgUTCKOhKABJ7cgle/fdd+Xuu+9WxsyYMWOU5h103IwWfp0/f778/PPPSstOywlDMQn0/fDar18/9f8M9w4abq+++qoyWJo3by5GYfTo0dKpUyf1fyc2Nlbds3Xr1smKFSt4jwghxsbdZbm+yLRp00wVK1Y0BQYGKvmTrVu3mozO2rVrldxExqV3795myZMxY8aYwsLClMzJgw8+aDpy5IjJaNi6R1jmzp1rPub27dumV155Rcl7FCxY0PTYY4+ZoqKiTEaib9++pkqVKqnvWKlSpdT/l5UrV5r38x4RQoxKPvzjbuOSEEIIIYTkHubYEUIIIYT4CDTsCCGEEEJ8BBp2hBBCCCE+Ag07QgghhBAfgYYdIYQQQoiPQMOOEEIIIcRHoGFHCCGEEOIj0LAjhBBCCPERaNgR3dm0aZPUrVtX9etESzC0esqXL1+mpuy+zrhx46RBgwbiadx///2qhRshhBDfg50niJkXXnhBvv76a/U+f/78Ur58eXniiSfknXfekQIFCjh8nmbNmkn16tVl4sSJUqhQISlYsKBcvXpVwsLClIHn7cybN08ZRtkZquiPi6b0JUqUMN9ffGbp0qV5Mk4Y1A888IBcu3ZNihYtat6O3wWMbvSiJYQQ4lvkd/cAiGfRsWNHmTt3riQlJcmOHTukd+/eyhibPHmyw+c4ceKEDBgwQBmGGuHh4WI0YNRi0ZvExEQJDAzM8eeLFy+u63gIIYR4DgzFEiuCgoKUEVahQgUVRm3Xrp2sWrXKvD81NVV54qpUqSLBwcFSv359+f7779W+U6dOKSPwypUr0rdvX/Ue3q2MoVhsgwdpxYoVUqtWLWX8wKCMioqyGsvs2bPVfngLa9asKZ9//rl5n3atxYsXS+vWrdVYmjRpIkePHpV//vlHGjdurM7bqVMnuXTpktPn/fHHH5W3C95G/IxbtmxR+/Gz9OnTR65fv66Ow4KQa3ahWLyHN/Tnn382fw7nAmfPnpUnn3xS3RMYXV27dlXj0ICnD7+L//73v1K2bFmpUaOG2v6///1P/ZzwvOF31qtXL7l48aL558D4QbFixdT1cB5boVh49J5//nl1HH5e3LNjx46Z9zv6+yKEEOIBIBRLCOjdu7epa9eu5vV9+/aZwsPDTc2aNTNve/fdd001a9Y0LV++3HTixAnT3LlzTUFBQaZ169aZkpOTTVFRUabQ0FDTJ598ot7funXLtHbtWoT7TdeuXVPnwGcCAgJM7dq1M/3zzz+mHTt2mGrVqmXq1auX+TrffvutqUyZMqYffvjBdPLkSfVavHhx07x589T+yMhIdU5tLAcPHjQ1b97c1KhRI9P9999v2rhxo2nnzp2matWqmQYMGJCj8y5btsx05MgR0+OPP26qVKmSKSkpyZSQkKB+NvyM+PmwxMbG2ryfY8eONdWvX1+9xzFPPvmkqWPHjubP4VyJiYnqZ+/bt69p79696ufAfahRo4bar/1eChUqZHruuedM+/fvVwuYM2eO6ffff1e/hy1btphatGhh6tSpk9qH3wV+Nvws+BlwvZiYGLWvTZs2ptdee808zkcffVSNYcOGDabdu3ebOnTooO4bxubo74sQQohnQMOOmIEB4e/vbwoJCVHGGowCPz8/0/fff6/2x8fHmwoWLGjavHmz1ef69etn6tmzp3m9SJEiyhjQsGXYYf348ePmY6ZPn24KCwszr1etWtU0f/58q+tMmDBBGS+WBtjs2bPN+xcsWKC2rV692rxt4sSJykjKzXkPHDigth06dMg8fvyM2WFp2NkynMH//vc/Nb7U1FTzNhh0wcHBphUrVpg/h3ujGXr2gNGFcWqGZsb7rmFp2B09elQds2nTJvP+y5cvq+svXrzY4d8XIYQQz4A5dsQKhO9mzJghcXFx8vHHH6siih49eqh9x48fl1u3bslDDz2UKefrnnvuceo6CPlVrVrVvF6mTBlzGBHXRp5ev379pH///uZjkpOTpUiRIlbnqVevnvk9ijMAKnItt+X2vBgbwHkQutWTPXv2qPuasZAhPj5ejVUDP1PGvDrkQCLEi3MgnIowOThz5oxEREQ4dP1Dhw6p3zEKXjRQ7IFwL/Y58vsihBDiOdCwI1aEhIRItWrV1PuvvvpK5ZfNmTNHGUOo8gS//fablCtXLlNunjOgKtMS5IBpBdradWbNmmVlcAB/f3+759EqbjNu0wye3J5XO4+eYEyNGjWS7777LtO+UqVKWf1eLIGR2qFDB7XgszgWBh3WYWjrTVa/L0IIIZ4DDTtiFz8/P3nzzTdl+PDhKjEfXiAYcDAg2rRp47LrwsuGIoGTJ0/KM88843HnhecsJSVFl881bNhQFi1aJKVLl5bQ0FCHz3X48GFVpDJp0iRV6AK2b9+e6Xogq7GiGAIey7///lvuvfdetQ3nPXLkiMNeP0IIIZ4Dq2JJlkDHDt6s6dOnq3Dh66+/LsOGDVMVnggV7ty5U6ZNm2bWv9OL8ePHq+rbTz/9VFW67tu3T8mwfPTRR24/b+XKlZWnbfXq1XL58mUVnnb0c3v37lVGEz4HSRkYmCVLllSVsH/99ZdERkaqatkhQ4bIuXPn7J6rYsWKynDDvYeh+ssvv8iECROsjqlUqZLyrC1btkxVBmseS0vuvvtudW2Epjdu3KjCus8++6zyyGI7IYQQ74KGHckS5F8NHjxYpkyZosJ/MB7GjBmjjCN4eyB7gdAs5E/05MUXX1SyJDC6kF8GDyFkN3J7HT3OC88WdPqeeuopFQLFvXEEGE/IXYNECT6HDh3IXduwYYMy1Lp3767uKcLeyLHLyoOHz2PcS5YsUZ41eO4++OADq2NgnMGQHTVqlPJW4vdoC9wLhIMfeeQRadGihQqx/v7775nCr4QQQjwfdp4ghBBCCPER6LEjhBBCCPERaNgRQgghhPgINOwIIYQQQnwEGnaEEEIIIT4CDTtCCCGEEB+Bhh0hhBBCiI9Aw44QQgghxEegYUcIIYQQ4iPQsCOEEEII8RFo2BFCCCGE+Ag07AghhBBCfAQadoQQQggh4hv8P38efELhHUPiAAAAAElFTkSuQmCC",
      "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": "markdown",
   "id": "253f627f",
   "metadata": {},
   "source": [
    "We can inspect the final mesh"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "6b00fdc3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(<Figure size 640x480 with 1 Axes>, <Axes: >)"
      ]
     },
     "execution_count": 29,
     "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()"
   ]
  }
 ],
 "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
}
