{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "source": [
    "# Varactor-tuned patch antenna"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We simulate a stub-loaded microstrip patch antenna designed by Nyugen-Trong et al. in [1]. Using a system of 12 varactors, the operating frequency can be tuned within the range of 2.4 to 3.6 GHz. Additionally both linear polarization (LP) and circularly polarized (CP) modes of operation are accessible. \n",
    "\n",
    "In this notebook, we will demonstrate how to:\n",
    "* Use the `LinearLumpedElement` feature to represent tunable lumped elements (varactor in this case).\n",
    "* Sweep the simulation to generate a S-parameter/mode tuning map\n",
    "* Analyze the antenna partial gain using different polarization bases (linear/circular)\n",
    "* Make a polarization ellipse plot of the radiated field"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<center><img src=\"./img/varactor_tuned_patch_antenna_render.png\" width=640 /></center>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import tidy3d as td\n",
    "import tidy3d.rf as rf\n",
    "import xarray\n",
    "from matplotlib.colors import TwoSlopeNorm\n",
    "from matplotlib.patches import ArrowStyle\n",
    "from tidy3d import web\n",
    "from tidy3d.plugins.dispersion import FastDispersionFitter\n",
    "\n",
    "td.config.logging_level = \"ERROR\""
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## General Parameters"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The simulation frequency range and angular range of the radiation monitor are defined below. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# S-parameter sweep frequency range\n",
    "f_min, f_max = (2e9, 4e9)\n",
    "freqs = np.linspace(f_min, f_max, 301)\n",
    "\n",
    "# Radiation metrics frequency range (subsample to reduce data size; optional)\n",
    "freqs_subsample = freqs[::2]\n",
    "\n",
    "# Radiation metrics angular range\n",
    "theta = np.linspace(0, np.pi, 91)\n",
    "phi = np.linspace(0, 2 * np.pi, 181)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The physical mediums are defined below. The metal is copper with conductivity 58 S/um. The substrate is Roger Duroid 5880 with Dk of 2.2 and Df of 0.0009. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "cc13a287b75648f4aa37bd5468fa8402",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Mediums\n",
    "med_substrate = FastDispersionFitter.constant_loss_tangent_model(2.2, 0.0009, (f_min, f_max))\n",
    "med_metal = rf.LossyMetalMedium(conductivity=58, frequency_range=(f_min, f_max))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Below, we define the physical dimensions of the antenna based on [1]. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "# General dimensions\n",
    "mm = 1000\n",
    "H = 1.524 * mm\n",
    "T = 0.035 * mm\n",
    "\n",
    "# Substrate dimensions\n",
    "L_sub, W_sub = (100 * mm, 100 * mm)\n",
    "\n",
    "# Antenna dimensions\n",
    "L_patch = 19.5 * mm  # Patch size\n",
    "D_via = 1.01 * mm  # Via size\n",
    "\n",
    "# Feed dimensions\n",
    "X_feed, Y_feed = (5 * mm, 5 * mm)  # Feed location\n",
    "D0_feed = 1.05 * mm  # Coax inner diameter\n",
    "D1_feed = 3.62 * mm  # Coax outer diameter\n",
    "\n",
    "# Stub dimensions\n",
    "L_stub, W_stub = (21.16 * mm, 1.01 * mm)  # Stub size\n",
    "stub_gap = 0.6 * mm  # Gap for varactor\n",
    "stub_spacing = L_patch / 3  # Spacing between stubs"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Building the Base Simulation"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Instead of defining a single static `TerminalComponentModeler` object, we will define functions to build our simulation dynamically. This ensures maximum code reuse when we simulate the antenna over a range of potential varactor capacitances.\n",
    "\n",
    "First, we define the function `create_base_structures()` that creates the base antenna structure. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "def create_base_structures():\n",
    "    \"\"\"Create base structures for simulation; returns list of structures\"\"\"\n",
    "    # Substrate and ground\n",
    "    g_sub = td.Box(size=(L_sub, W_sub, H), center=(0, 0, -H / 2))\n",
    "    g_gnd = td.Box(size=(L_sub, W_sub, T), center=(0, 0, -H - T / 2))\n",
    "\n",
    "    # Main patch with shorting via\n",
    "    g_patch = td.Box(size=(L_patch, L_patch, T), center=(0, 0, T / 2))\n",
    "    g_via = td.Cylinder(center=(0, 0, -H / 2), length=H, radius=D_via / 2, axis=2)\n",
    "\n",
    "    # Add feed pin; modify ground plane for feed hole\n",
    "    g_feedpin = td.Cylinder(\n",
    "        center=(X_feed, Y_feed, -(H + T) / 2), length=H + T, radius=D0_feed / 2, axis=2\n",
    "    )\n",
    "    g_feedhole = td.Cylinder(\n",
    "        center=(X_feed, Y_feed, -H - T / 2), length=T, radius=D1_feed / 2, axis=2\n",
    "    )\n",
    "    g_gnd = g_gnd - g_feedhole\n",
    "    g_coax_core = g_feedhole - g_feedpin\n",
    "\n",
    "    # Tuning stubs x 12\n",
    "    g_stubs_list = []\n",
    "    pos1_stubs = [-stub_spacing, 0, stub_spacing]\n",
    "    pos2_stubs = [-L_patch / 2 - stub_gap - L_stub / 2, L_patch / 2 + stub_gap + L_stub / 2]\n",
    "    for pos1 in pos1_stubs:\n",
    "        for pos2 in pos2_stubs:\n",
    "            stub1 = td.Box(center=(pos2, pos1, T / 2), size=(L_stub, W_stub, T))\n",
    "            stub2 = td.Box(center=(pos1, pos2, T / 2), size=(W_stub, L_stub, T))\n",
    "            g_stubs_list += [stub1, stub2]\n",
    "    g_stubs = td.GeometryGroup(geometries=g_stubs_list)\n",
    "\n",
    "    # Create structures\n",
    "    structure_list = []\n",
    "    for geom in [g_sub, g_coax_core]:\n",
    "        structure_list += [td.Structure(geometry=geom, medium=med_substrate)]\n",
    "    for geom in [g_gnd, g_patch, g_via, g_feedpin, g_stubs]:\n",
    "        structure_list += [td.Structure(geometry=geom, medium=med_metal)]\n",
    "\n",
    "    return structure_list"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Next, we define `create_base_tcm()` that generates the static part of the simulation. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "def create_base_tcm():\n",
    "    \"\"\"Creates and returns base TCM object\"\"\"\n",
    "\n",
    "    # Determine simulation size\n",
    "    padding = td.C_0 / f_min / 2\n",
    "    sim_LX = L_sub + padding\n",
    "    sim_LY = L_sub + padding\n",
    "    sim_LZ = H + padding\n",
    "\n",
    "    # Define grid options\n",
    "    lr_options = {\n",
    "        \"min_steps_along_axis\": 1,\n",
    "        \"axis\": 2,\n",
    "        # \"corner_refinement\":td.GridRefinement(dl=W_stub/4, num_cells=2)\n",
    "    }\n",
    "    lr1 = rf.LayerRefinementSpec(center=(0, 0, T / 2), size=(td.inf, td.inf, T), **lr_options)\n",
    "    lr2 = td.LayerRefinementSpec(center=(0, 0, -H - T / 2), size=(td.inf, td.inf, T), **lr_options)\n",
    "\n",
    "    grid_spec = td.GridSpec.auto(\n",
    "        wavelength=td.C_0 / f_max, min_steps_per_wvl=15, layer_refinement_specs=[lr1, lr2]\n",
    "    )\n",
    "\n",
    "    # Define monitors\n",
    "    mon_radiation = rf.DirectivityMonitor(\n",
    "        size=(0.95 * sim_LX, 0.95 * sim_LY, 0.95 * sim_LZ),\n",
    "        freqs=freqs_subsample,\n",
    "        name=\"radiation\",\n",
    "        phi=phi,\n",
    "        theta=theta,\n",
    "    )\n",
    "\n",
    "    # Define coaxial feed port\n",
    "    port = rf.CoaxialLumpedPort(\n",
    "        center=(X_feed, Y_feed, -H - T),\n",
    "        outer_diameter=D1_feed,\n",
    "        inner_diameter=D0_feed,\n",
    "        normal_axis=2,\n",
    "        direction=\"+\",\n",
    "        name=\"port 1\",\n",
    "    )\n",
    "\n",
    "    # Define simulation object\n",
    "    sim = td.Simulation(\n",
    "        size=(sim_LX, sim_LY, sim_LZ),\n",
    "        structures=create_base_structures(),\n",
    "        grid_spec=grid_spec,\n",
    "        run_time=100e-9,\n",
    "        plot_length_units=\"mm\",\n",
    "    )\n",
    "\n",
    "    # Define TerminalComponentModeler\n",
    "    tcm = rf.TerminalComponentModeler(\n",
    "        simulation=sim,\n",
    "        ports=[port],\n",
    "        radiation_monitors=[mon_radiation],\n",
    "        freqs=freqs,\n",
    "    )\n",
    "\n",
    "    return tcm"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Adding Varactors"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In Eq. (1) in [1], the relationship between applied voltage and varactor capacitance is provided. We define the function below. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def C_varactor(voltage):\n",
    "    \"\"\"Calculate varactor capacitance for given applied voltage (V)\"\"\"\n",
    "    return 1.2e-12 / np.power(1 + voltage / 4.155, 1.97) + 0.1044e-12\n",
    "\n",
    "\n",
    "fig, ax = plt.subplots(figsize=(8, 4))\n",
    "voltages = np.linspace(0, 18, 101)\n",
    "ax.plot(voltages, C_varactor(voltages) / 1e-12)\n",
    "ax.set_xlabel(\"Applied voltage (V)\")\n",
    "ax.set_ylabel(\"Varactor capacitance (pF)\")\n",
    "ax.grid()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Next, we define `create_varactor()` that returns a `LinearLumpedElement` representing the varactor. The `voltage` property represents the applied voltage on the varactor. Note that the varactor also has some innate static resistance `R_load` and inductance `L_load`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "def create_varactor(name, center, axis, voltage):\n",
    "    \"\"\"Create a lumped element representing a varactor\"\"\"\n",
    "    # Determine lumped element size\n",
    "    L_var = stub_gap if axis == 0 else W_stub\n",
    "    W_var = W_stub if axis == 0 else stub_gap\n",
    "\n",
    "    # Static varactor parameters\n",
    "    R_load = 2\n",
    "    L_load = 0.05e-9\n",
    "\n",
    "    # Create lumped element\n",
    "    lumped_element = rf.LinearLumpedElement(\n",
    "        center=center,\n",
    "        size=(L_var, W_var, 0),\n",
    "        name=name,\n",
    "        voltage_axis=axis,\n",
    "        network=rf.RLCNetwork(\n",
    "            resistance=R_load, capacitance=C_varactor(voltage), inductance=L_load\n",
    "        ),\n",
    "    )\n",
    "    return lumped_element"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Finally, we put the pieces together to define `create_tuned_antenna_tcm()`. The fields `V1` and `V2` represent the applied voltages on the x-aligned and y-aligned varactors, respectively. Note that each tuning stub is also terminated with a static load given by `R_static` and `L_static`. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "def create_tuned_antenna_tcm(V1, V2):\n",
    "    \"\"\"Create TCM simulation corresponding to a varactor-tuned antenna with voltages (V1, V2).\"\"\"\n",
    "\n",
    "    # Iteratively create lumped elements\n",
    "    varactor_list = []  # Varactor array with (V1, V2)\n",
    "    static_list = []  # Static elements at end of tuning stubs\n",
    "    counter = 0  # counter for element naming\n",
    "\n",
    "    pos1_list = [-stub_spacing, 0, stub_spacing]\n",
    "    pos2_list = [-L_patch / 2 - stub_gap / 2, L_patch / 2 + stub_gap / 2]\n",
    "    pos3_list = [-L_patch / 2 - stub_gap - L_stub, L_patch / 2 + stub_gap + L_stub]\n",
    "    for pos1 in pos1_list:\n",
    "        for pos2, pos3 in zip(pos2_list, pos3_list):\n",
    "            counter += 1\n",
    "\n",
    "            # Create varactors\n",
    "            le1 = create_varactor(\n",
    "                name=f\"var_x_{counter}\", center=(pos2, pos1, 0), axis=0, voltage=V1\n",
    "            )\n",
    "            le2 = create_varactor(\n",
    "                name=f\"var_y_{counter}\", center=(pos1, pos2, 0), axis=1, voltage=V2\n",
    "            )\n",
    "            varactor_list += [le1, le2]\n",
    "\n",
    "            # Create static circuit\n",
    "            R_static = 1e6  # 1 MOhm\n",
    "            L_static = 300e-9  # 300 nH\n",
    "            le3 = rf.LinearLumpedElement(\n",
    "                center=(pos3, pos1, -H / 2),\n",
    "                size=(0, W_stub, H),\n",
    "                voltage_axis=2,\n",
    "                name=f\"stat_x_{counter}\",\n",
    "                network=rf.RLCNetwork(resistance=R_static, inductance=L_static),\n",
    "            )\n",
    "            le4 = le3.updated_copy(\n",
    "                center=(pos1, pos3, -H / 2),\n",
    "                size=(W_stub, 0, H),\n",
    "                name=f\"stat_y_{counter}\",\n",
    "            )\n",
    "            static_list += [le3, le4]\n",
    "\n",
    "    # Add to base TCM\n",
    "    base_tcm = create_base_tcm()\n",
    "    new_tcm = base_tcm.updated_copy(\n",
    "        simulation=base_tcm.simulation.updated_copy(lumped_elements=varactor_list + static_list)\n",
    "    )\n",
    "\n",
    "    return new_tcm"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Visualize Setup"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Here, we generate a simulation using `create_tuned_antenna_tcm()` and visualize it."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "tcm_visualize = create_tuned_antenna_tcm(4, 4)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The device in the signal and ground planes are shown below, along with the simulation grid. In the signal plane, the dark blue markers represent the varactors as well as the static loads. In the ground plane, the coaxial feed port is visible and shown in green. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x1000 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(1, 2, figsize=(10, 10), tight_layout=True)\n",
    "tcm_visualize.plot_sim(z=0, ax=ax[0])\n",
    "tcm_visualize.sim_dict[\"port 1\"].plot_grid(z=0, ax=ax[0])\n",
    "tcm_visualize.plot_sim(z=-H - T, ax=ax[1])\n",
    "\n",
    "for axis in ax:\n",
    "    axis.set_xlim(-40 * mm, 40 * mm)\n",
    "    axis.set_ylim(-40 * mm, 40 * mm)\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can also visualize the simulation in 3D. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "    <div class=\"simulation-viewer\" data-width=\"800\" data-height=\"800\" data-simulation=\"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\" ></div>\n",
       "    <script>\n",
       "        \n",
       "        /**\n",
       "        * Simulation Viewer Injector\n",
       "        *\n",
       "        * Monitors the document for elements being added in the form:\n",
       "        *\n",
       "        *    <div class=\"simulation-viewer\" data-width=\"800\" data-height=\"800\" data-simulation=\"{...}\" />\n",
       "        *\n",
       "        * This script will then inject an iframe to the viewer application, and pass it the simulation data\n",
       "        * via the postMessage API on request. The script may be safely included multiple times, with only the\n",
       "        * configuration of the first started script (e.g. viewer URL) applying.\n",
       "        *\n",
       "        */\n",
       "        (function() {\n",
       "            const TARGET_CLASS = \"simulation-viewer\";\n",
       "            const ACTIVE_CLASS = \"simulation-viewer-active\";\n",
       "            const VIEWER_URL = \"https://tidy3d.simulation.cloud/simulation-viewer\";\n",
       "\n",
       "            class SimulationViewerInjector {\n",
       "                constructor() {\n",
       "                    for (var node of document.getElementsByClassName(TARGET_CLASS)) {\n",
       "                        this.injectViewer(node);\n",
       "                    }\n",
       "\n",
       "                    // Monitor for newly added nodes to the DOM\n",
       "                    this.observer = new MutationObserver(this.onMutations.bind(this));\n",
       "                    this.observer.observe(document.body, {childList: true, subtree: true});\n",
       "                }\n",
       "\n",
       "                onMutations(mutations) {\n",
       "                    for (var mutation of mutations) {\n",
       "                        if (mutation.type === 'childList') {\n",
       "                            /**\n",
       "                            * Have found that adding the element does not reliably trigger the mutation observer.\n",
       "                            * It may be the case that setting content with innerHTML does not trigger.\n",
       "                            *\n",
       "                            * It seems to be sufficient to re-scan the document for un-activated viewers\n",
       "                            * whenever an event occurs, as Jupyter triggers multiple events on cell evaluation.\n",
       "                            */\n",
       "                            var viewers = document.getElementsByClassName(TARGET_CLASS);\n",
       "                            for (var node of viewers) {\n",
       "                                this.injectViewer(node);\n",
       "                            }\n",
       "                        }\n",
       "                    }\n",
       "                }\n",
       "\n",
       "                injectViewer(node) {\n",
       "                    // (re-)check that this is a valid simulation container and has not already been injected\n",
       "                    if (node.classList.contains(TARGET_CLASS) && !node.classList.contains(ACTIVE_CLASS)) {\n",
       "                        // Mark node as injected, to prevent re-runs\n",
       "                        node.classList.add(ACTIVE_CLASS);\n",
       "\n",
       "                        var uuid;\n",
       "                        if (window.crypto && window.crypto.randomUUID) {\n",
       "                            uuid = window.crypto.randomUUID();\n",
       "                        } else {\n",
       "                            uuid = \"\" + Math.random();\n",
       "                        }\n",
       "\n",
       "                        var frame = document.createElement(\"iframe\");\n",
       "                        frame.width = node.dataset.width || 800;\n",
       "                        frame.height = node.dataset.height || 800;\n",
       "                        frame.style.cssText = `width:${frame.width}px;height:${frame.height}px;max-width:none;border:0;display:block`\n",
       "                        frame.src = VIEWER_URL + \"?uuid=\" + uuid;\n",
       "\n",
       "                        var postMessageToViewer;\n",
       "                        postMessageToViewer = event => {\n",
       "                            if(event.data.type === 'viewer' && event.data.uuid===uuid){\n",
       "                                frame.contentWindow.postMessage({ type: 'jupyter', uuid, value: node.dataset.simulation, fileType: 'hdf5'}, '*');\n",
       "\n",
       "                                // Run once only\n",
       "                                window.removeEventListener('message', postMessageToViewer);\n",
       "                            }\n",
       "                        };\n",
       "                        window.addEventListener(\n",
       "                            'message',\n",
       "                            postMessageToViewer,\n",
       "                            false\n",
       "                        );\n",
       "\n",
       "                        node.appendChild(frame);\n",
       "                    }\n",
       "                }\n",
       "            }\n",
       "\n",
       "            if (!window.simulationViewerInjector) {\n",
       "                window.simulationViewerInjector = new SimulationViewerInjector();\n",
       "            }\n",
       "        })();\n",
       "    \n",
       "    </script>\n",
       "    "
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "tcm_visualize.simulation.plot_3d()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Simulating Different Tuning Cases"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In this section, we will simulate three sets of (V1, V2) voltage pairs to demonstrate the different modes of operation:\n",
    "* `tcm_LP90`: (V1, V2) = (0.9, 10) V ---  0/90 degree linear polarization (LP)\n",
    "* `tcm_LP45`: (V1, V2) = (2.9, 2.9) V --- 45-degree LP,\n",
    "* `tcm_RHCP`: (V1, V2) = (4, 2.9) V --- Right-handed CP (RHCP)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Case 1: 0/90deg Linear Polarization\n",
    "tcm_LP90 = create_tuned_antenna_tcm(0.9, 10)\n",
    "# Case 2: 45deg Linear Polarization\n",
    "tcm_LP45 = create_tuned_antenna_tcm(2.9, 2.9)\n",
    "# Case 3: RH Circular Polarization\n",
    "tcm_RHCP = create_tuned_antenna_tcm(4, 2.9)\n",
    "\n",
    "# Build TCM simulation dict\n",
    "batch_dict = {\"LP90\": tcm_LP90, \"LP45\": tcm_LP45, \"RHCP\": tcm_RHCP}"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The batch job is submitted below. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "82c36f31e3b144f988148dd1a79aa908",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">16:23:50 EST </span>Started working on Batch containing <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">3</span> tasks.                       \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m16:23:50 EST\u001b[0m\u001b[2;36m \u001b[0mStarted working on Batch containing \u001b[1;36m3\u001b[0m tasks.                       \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">16:23:59 EST </span>Maximum FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">3.079</span> for the whole batch.                \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m16:23:59 EST\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m3.079\u001b[0m for the whole batch.                \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>Use <span style=\"color: #008000; text-decoration-color: #008000\">'Batch.real_cost()'</span> to get the billed FlexCredit cost after    \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>completion.                                                        \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mUse \u001b[32m'Batch.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed FlexCredit cost after    \n",
       "\u001b[2;36m             \u001b[0mcompletion.                                                        \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "92fd400ba7b74ceeba1dcf4f4a24dca3",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">16:29:14 EST </span>Batch complete.                                                    \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m16:29:14 EST\u001b[0m\u001b[2;36m \u001b[0mBatch complete.                                                    \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "tcm_data = web.run(batch_dict, task_name=\"tunable-patch-antenna-sweep-1\", path=\"data\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### S-parameter"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "After the simulation is complete, let us first examine the return loss. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "============\n",
      " S11 minima\n",
      "============\n",
      "LP90: -22.80 dB at 2.827 GHz\n",
      "LP45: -10.09 dB at 2.780 GHz\n",
      "RHCP: -15.85 dB at 2.860 GHz\n"
     ]
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=(10, 4), tight_layout=True)\n",
    "\n",
    "# Iterate over batch data\n",
    "S11_freq_minimum = {}\n",
    "for label, data in tcm_data.items():\n",
    "    # Extract and plot S11\n",
    "    smat = data.smatrix()\n",
    "    S11 = np.conjugate(smat.data.isel(port_in=0, port_out=0).squeeze())\n",
    "    ax.plot(freqs / 1e9, 20 * np.log10(np.abs(S11)), label=label)\n",
    "    # Obtain minimum\n",
    "    S11_freq_minimum[label] = (\n",
    "        freqs[np.argmin(20 * np.log10(np.abs(S11.data)))],\n",
    "        np.min(20 * np.log10(np.abs(S11.data))),\n",
    "    )\n",
    "\n",
    "ax.set_title(\"|S11|$^2$ (dB)\")\n",
    "ax.set_xlabel(\"f (GHz)\")\n",
    "ax.set_ylabel(\"dB\")\n",
    "ax.grid()\n",
    "ax.legend()\n",
    "plt.show()\n",
    "\n",
    "# Print S11 frequency minimum\n",
    "print(\"============\\n S11 minima\\n============\")\n",
    "for label, data in S11_freq_minimum.items():\n",
    "    print(f\"{label}: {data[1]:.2f} dB at {data[0] / 1e9:.3f} GHz\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "All three tuning modes have their primary operating frequency near 2.8 GHz. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Axial Ratio"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Next, we examine the axial ratio (AR) along the main lobe direction `(theta, phi) = (0, 0)`. An AR value of 1 (or 0 dB) indicates perfect circular polarization. A large value of AR, capped at 100 (or 40 dB) in this plot, indicates linear polarization. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Extract radiation data\n",
    "AM = {key: data.get_antenna_metrics_data() for key, data in tcm_data.items()}\n",
    "# Plotting frequencies\n",
    "plot_freqs = {\"LP90\": 2.825e9, \"LP45\": 2.785e9, \"RHCP\": 2.82e9}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot main lobe axial ratio at S11 minima\n",
    "fig, ax = plt.subplots(figsize=(10, 4), tight_layout=True)\n",
    "\n",
    "for label, data in AM.items():\n",
    "    AR = data.axial_ratio\n",
    "    ar_plot = AR.sel(phi=0, theta=0, method=\"nearest\").squeeze()\n",
    "    ax.plot(ar_plot.f / 1e9, 20 * np.log10(ar_plot), label=label)\n",
    "\n",
    "ax.grid()\n",
    "ax.set_title(\"Axial ratio (dB)\")\n",
    "ax.set_xlabel(\"f (GHz)\")\n",
    "ax.set_ylabel(\"dB\")\n",
    "ax.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Antenna Gain"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Next, we examine the radiation gain pattern at the operating frequency. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The `plot_partial_gain_elevation()` function defined below extracts the partial gain from the antenna metrics dataset, splits it by polarization basis (theta/phi if LP; right/left if CP), and plots the partial gain for each polarization separately. Both the E- and H-planes are shown. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "def plot_partial_gain_elevation(AM_dataset, plot_freq, pol_basis, ax):\n",
    "    \"\"\"Plots partial gains for given dataset label and polarization basis\"\"\"\n",
    "    pgain = AM_dataset.partial_gain(pol_basis=pol_basis).sel(f=plot_freq, method=\"nearest\")\n",
    "    if pol_basis == \"linear\":\n",
    "        pgain_pol1 = pgain.Gtheta\n",
    "        pgain_pol2 = pgain.Gphi\n",
    "        plot_labels = [\"Theta-polarized\", \"Phi-polarized\"]\n",
    "    else:\n",
    "        pgain_pol1 = pgain.Gright\n",
    "        pgain_pol2 = pgain.Gleft\n",
    "        plot_labels = [\"Right circular\", \"Left circular\"]\n",
    "\n",
    "    # Plot gain for phi =0\n",
    "    gplot = pgain_pol1.sel(phi=0, method=\"nearest\").squeeze()\n",
    "    ax[0].plot(theta, 10 * np.log10(gplot), \"r\", label=plot_labels[0])\n",
    "    gplot = pgain_pol1.sel(phi=np.pi, method=\"nearest\").squeeze()\n",
    "    ax[0].plot(-theta, 10 * np.log10(gplot), \"r\")\n",
    "    gplot = pgain_pol2.sel(phi=0, method=\"nearest\").squeeze()\n",
    "    ax[0].plot(theta, 10 * np.log10(gplot), \"r--\", label=plot_labels[1])\n",
    "    gplot = pgain_pol2.sel(phi=np.pi, method=\"nearest\").squeeze()\n",
    "    ax[0].plot(-theta, 10 * np.log10(gplot), \"r--\")\n",
    "    ax[0].set_title(\"Partial Gain (dB) in elevation plane ($\\\\phi=0$ deg)\", pad=30)\n",
    "\n",
    "    # Plot gain for phi =0\n",
    "    gplot = pgain_pol1.sel(phi=np.pi / 2, method=\"nearest\").squeeze()\n",
    "    ax[1].plot(theta, 10 * np.log10(gplot), \"b\", label=plot_labels[0])\n",
    "    gplot = pgain_pol1.sel(phi=3 * np.pi / 2, method=\"nearest\").squeeze()\n",
    "    ax[1].plot(-theta, 10 * np.log10(gplot), \"b\")\n",
    "    gplot = pgain_pol2.sel(phi=np.pi / 2, method=\"nearest\").squeeze()\n",
    "    ax[1].plot(theta, 10 * np.log10(gplot), \"b--\", label=plot_labels[1])\n",
    "    gplot = pgain_pol2.sel(phi=3 * np.pi / 2, method=\"nearest\").squeeze()\n",
    "    ax[1].plot(-theta, 10 * np.log10(gplot), \"b--\")\n",
    "    ax[1].set_title(\"Gain (dB) in elevation plane ($\\\\phi=90$ deg)\", pad=30)\n",
    "\n",
    "    for axis in ax:\n",
    "        axis.set_theta_direction(-1)\n",
    "        axis.set_theta_offset(np.pi / 2.0)\n",
    "        axis.legend()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "First, the pattern for the `tcm_LP45` tuning mode. Notice that both linear basis polarizations contribute roughly equal gain along the main lobe (`theta = 0`). "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(1, 2, figsize=(10, 8), tight_layout=True, subplot_kw={\"projection\": \"polar\"})\n",
    "plot_partial_gain_elevation(AM[\"LP45\"], plot_freqs[\"LP45\"], \"linear\", ax=ax)\n",
    "fig.suptitle(\"Radiation pattern for LP 45-degree mode\", y=0.85)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In the `tcm_LP90` operation mode, only one polarization direction contributes significant gain. Note that the co-polarized basis vector (theta or phi direction) switches depending whether we are plotting the E- or H-planes. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(1, 2, figsize=(10, 8), tight_layout=True, subplot_kw={\"projection\": \"polar\"})\n",
    "plot_partial_gain_elevation(AM[\"LP90\"], plot_freqs[\"LP90\"], \"linear\", ax=ax)\n",
    "fig.suptitle(\"Radiation pattern for LP 90-degree mode\", y=0.85)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In the `tcm_RHCP` operation mode, the RHCP is the dominant mode, as expected."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(1, 2, figsize=(10, 8), tight_layout=True, subplot_kw={\"projection\": \"polar\"})\n",
    "plot_partial_gain_elevation(AM[\"RHCP\"], plot_freqs[\"RHCP\"], \"circular\", ax=ax)\n",
    "fig.suptitle(\"Radiation pattern for RHCP mode\", y=0.85)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Polarization Ellipse"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Here, we demonstrate how to plot the polarization ellipse of the radiated field. First, we define the utility function `plot_polarization_ellipse()` that plots an ellipse of given parameters. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "def plot_polarization_ellipse(ax, psi, chi, color, label, intensity=1.0):\n",
    "    \"\"\"Plots the polarization ellipse given the orientation angle psi (rad) and the ellipticity angle chi (rad).\"\"\"\n",
    "    # Calculate major and minor axis, a and b\n",
    "    a = np.sqrt(intensity) * np.cos(chi)\n",
    "    b = np.sqrt(intensity) * np.sin(chi)\n",
    "\n",
    "    # Ensure a is always the semi-major axis (a >= b)\n",
    "    if np.abs(a) < np.abs(b):\n",
    "        a, b = b, a\n",
    "\n",
    "    # Define parametric equation/coordinates for unrotated ellipse\n",
    "    t = np.linspace(0, 2 * np.pi, 201)\n",
    "    x_prime = a * np.cos(t)\n",
    "    y_prime = b * np.sin(t)\n",
    "\n",
    "    # Apply rotation by orientation angle\n",
    "    x = x_prime * np.cos(psi) - y_prime * np.sin(psi)\n",
    "    y = x_prime * np.sin(psi) + y_prime * np.cos(psi)\n",
    "\n",
    "    # Draw handedness arrow\n",
    "    arrow_start = (x[0], y[0])\n",
    "    arrow_end = (x[8], y[8])\n",
    "    ax.annotate(\n",
    "        \"\",\n",
    "        xytext=arrow_start,\n",
    "        xy=arrow_end,\n",
    "        arrowprops=dict(arrowstyle=ArrowStyle(\"Wedge\", tail_width=1.5), fc=color, color=color),\n",
    "    )\n",
    "\n",
    "    # Make plot\n",
    "    ax.plot(x, y, label=label, color=color)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The polarization ellipse parameters can be derived from the Stokes parameters. These, in turn, can be calculated from the `E_right` and `E_left` components of the far-field radiation. We calculate and plot the polarization ellipse below. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=(6, 6), tight_layout=True)\n",
    "plot_colors = {\"LP90\": \"C0\", \"LP45\": \"C1\", \"RHCP\": \"C2\"}\n",
    "\n",
    "for label, data in AM.items():\n",
    "    # Extract E_left, E_right\n",
    "    E_left = data.left_polarization\n",
    "    E_right = data.right_polarization\n",
    "\n",
    "    # Calculate Stokes parameters from E_left and E_right\n",
    "    phase_diff = np.angle(E_left) - np.angle(E_right)\n",
    "    S0 = np.abs(E_left) ** 2 + np.abs(E_right) ** 2\n",
    "    S1 = 2 * np.abs(E_right) * np.abs(E_left) * np.cos(phase_diff)\n",
    "    S2 = 2 * np.abs(E_right) * np.abs(E_left) * np.sin(phase_diff)\n",
    "    S3 = np.abs(E_right) ** 2 - np.abs(E_left) ** 2\n",
    "\n",
    "    # Calculate polarization ellipse angles\n",
    "    pol_chi = 0.5 * np.asin(S3 / S0)  # Ellipticity angle\n",
    "    pol_psi = 0.5 * np.atan2(S2, S1)  # Orientation angle\n",
    "\n",
    "    # Select data for plotting\n",
    "    chi_plot = pol_chi.sel(f=plot_freqs[label], theta=0, phi=0, method=\"nearest\").data[0]\n",
    "    psi_plot = pol_psi.sel(f=plot_freqs[label], theta=0, phi=0, method=\"nearest\").data[0]\n",
    "\n",
    "    # Plot ellipse\n",
    "    plot_polarization_ellipse(\n",
    "        ax=ax, psi=psi_plot, chi=chi_plot, intensity=1.0, color=plot_colors[label], label=label\n",
    "    )\n",
    "\n",
    "\n",
    "ax.set_title(\"Polarization Ellipse\")\n",
    "ax.set_xlabel(\"x (arb.)\")\n",
    "ax.set_ylabel(\"y (arb.)\")\n",
    "ax.set_aspect(1)\n",
    "ax.set_xlim(-1.1, 1.1)\n",
    "ax.set_ylim(-1.1, 1.1)\n",
    "ax.grid()\n",
    "ax.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Generating Tuning Map"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To generate a full tuning map for this antenna design, it is necessary to sweep the `(V1, V2)` parameters. Below, we sweep each voltage between 0 and 10 V, and generate the associated batch simulation `dict`. The spacing between each voltage point is chosen to provide approximately uniform coverage in the varactor capacitance tuning space. \n",
    "\n",
    "**Warning**: The batch simulation demonstrated in this section is very large and will cost a large amount of FlexCredits to execute. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Generate voltage sweep values\n",
    "V1_list = np.array([10, 7, 5, 4, 2.9, 2.5, 2, 1.4, 0.9, 0.5, 0.25, 0])\n",
    "V2_list = V1_list\n",
    "batch_map_dict = {}\n",
    "for V1 in V1_list:\n",
    "    for V2 in V2_list:\n",
    "        batch_map_dict[(V1, V2)] = create_tuned_antenna_tcm(V1, V2)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The sampled capacitance points by the sweep are indicated in the scatter plot below. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=(6, 6), tight_layout=True)\n",
    "for label, tcm in batch_map_dict.items():\n",
    "    ax.scatter(\n",
    "        C_varactor(label[0]) / 1e-12, C_varactor(label[1]) / 1e-12, color=\"black\", marker=\"x\"\n",
    "    )\n",
    "ax.grid()\n",
    "ax.set_title(f\"Varactor capacitance sweep values (N={len(batch_map_dict)})\")\n",
    "ax.set_xlabel(\"C1 (pF)\")\n",
    "ax.set_ylabel(\"C2 (pF)\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The batch simulation is submitted below. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "007fcaa331a544d79b8f3c9d2aba5847",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">16:32:47 EST </span>Started working on Batch containing <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">144</span> tasks.                     \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m16:32:47 EST\u001b[0m\u001b[2;36m \u001b[0mStarted working on Batch containing \u001b[1;36m144\u001b[0m tasks.                     \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">16:35:56 EST </span>Maximum FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">147.772</span> for the whole batch.              \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m16:35:56 EST\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m147.772\u001b[0m for the whole batch.              \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>Use <span style=\"color: #008000; text-decoration-color: #008000\">'Batch.real_cost()'</span> to get the billed FlexCredit cost after    \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>completion.                                                        \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mUse \u001b[32m'Batch.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed FlexCredit cost after    \n",
       "\u001b[2;36m             \u001b[0mcompletion.                                                        \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "fe71836a2e2f4af385968724f09ccbdf",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">17:28:57 EST </span>Batch complete.                                                    \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m17:28:57 EST\u001b[0m\u001b[2;36m \u001b[0mBatch complete.                                                    \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Submit batch run\n",
    "tcm_data_map = web.run(batch_map_dict, task_name=\"tuned_patch_antenna_map\", path=\"data\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### S-parameter Mode Map"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "After the batch run is completed, we gather all the S-parameter data into a single `xarray` object. Appropriate coordinates are introduced for the `V1` and `V2` parameters. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Gather S11(V1, V2) into single Xarray data object\n",
    "S11_temp = [\n",
    "    data.smatrix().data.expand_dims(V1=[v1], V2=[v2]) for (v1, v2), data in tcm_data_map.items()\n",
    "]\n",
    "S11_map = xarray.combine_by_coords(S11_temp)\n",
    "S11dB_map = 20 * np.log10(np.abs(S11_map))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The S-parameter mode maps are plotted below. For given values of `V1`, the S11 (dB) is plotted with `V2` and `f` as the dependent variables. The light-colored bands indicate resonances (fundamental and higher-order) which shift as the tuning voltages are changed. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1100x1500 with 13 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# For certain values of V1, plot S11 (dB) for (x, y) = (C2, f)\n",
    "V1_plot = V1_list\n",
    "fig, ax = plt.subplots(len(V1_plot) // 3, 3, figsize=(11, 15))\n",
    "for ii, V1 in enumerate(V1_plot):\n",
    "    pcm = ax[ii // 3, ii % 3].pcolormesh(\n",
    "        S11dB_map.V2,\n",
    "        S11dB_map.f / 1e9,\n",
    "        20 * np.log10(np.abs(S11_map.sel(V1=V1))).squeeze().T,\n",
    "        shading=\"nearest\",\n",
    "        cmap=\"inferno_r\",\n",
    "    )\n",
    "    ax[ii // 3, ii % 3].set_title(f\"V1 = {V1:.2f} V\")\n",
    "    ax[ii // 3, ii % 3].set_xlabel(\"V2 (V)\")\n",
    "    ax[ii // 3, ii % 3].set_ylabel(\"f (GHz)\")\n",
    "\n",
    "cbar = fig.colorbar(\n",
    "    pcm, ax=ax.ravel().tolist(), orientation=\"horizontal\", label=\"S11 (dB)\", fraction=0.04, pad=0.06\n",
    ")\n",
    "plt.subplots_adjust(hspace=0.35, bottom=0.19)\n",
    "# fig.supxlabel('Varactor capacitance C2 (pF)', y=0.03)\n",
    "# fig.supylabel('Frequency (GHz)', x=0.07)\n",
    "fig.suptitle(\"S11 (dB) Tuning Map\", y=0.92, x=0.5)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Polarization Tuning Map"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "At the fundamental resonance, we would also like to assess the polarization of the radiated far-field. One way to accomplish this is to plot the axial ratio, while filtering by S11 < -10 dB to isolate the resonant tuning regions. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Gather AR(V1, V2) into single Xarray object\n",
    "AR_temp = [\n",
    "    data.get_antenna_metrics_data().axial_ratio.expand_dims(V1=[v1], V2=[v2])\n",
    "    for (v1, v2), data in tcm_data_map.items()\n",
    "]\n",
    "AR_map = xarray.combine_by_coords(AR_temp).sel(theta=0, phi=0, method=\"nearest\")\n",
    "AR_map_filtered = AR_map.where(S11dB_map < -10)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Below, red color indicates tuning regions with strong LP, whereas blue color indicates those with strong CP. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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5pRl3Gmhm3UjSyXl0nKKeNQ1W3MYa7Xqt412feeYZcybbTtqrQIv3QON6AQDRxxlSAAAy0Otp6gzG2pU52qZOnWrO6GW8HmgsjYfOyHcmX4t+AIC3cYYUAABEjY5l1pt2g9bZlrXL8nvvvWcKfu2qbTfOkAKAvZjUCAAARI2OudVJovRsc3JyctpER9pdFwAAzpACAAAAAGzBGFIAAAAAgC0oSAEAAAAAtqAgBQAAAADYgoIUAAAAAGALClIAAAAAgC0oSAEAAAAAtqAgBQAAAADYgoIUAAAAAGALClIAAAAAgC0oSAEAAAAAtqAgBQAAAADYgoIUAAAAAGALClIAAAAAgC0oSAEAAAAAtqAgBQAAAADYgoIUAAAAAGALClIAAAAAgC0oSAEAAAAAtqAgBQAAAADYgoIUAAAAAGALClKkue666+SCCy6Qo0ePBl2nb9++UqBAAfnjjz/M/ZkzZ8qtt94qtWrVkri4OLnyyivFLuG05fTp0zJs2DCpWLGiFCpUSC655BJZtGhRyPvas2eP3HTTTVK8eHEpVqyYdO/eXbZt2xZw3ddff13q1q0rBQsWNG2bMGFCVP4tALg/y5YsWWL2H+w2evTobLeRmpoqf//736VatWomdxo1aiTvvfdewHV/+ukn6dy5sxQpUkRKliwpt912m/z+++9Zbn/OnDmmLa+99lrQdTRPdZ1//etfIbxqwLvcnFfqwgsvDJhVd999d0jPJ69gWMCfZsyYYemfxFtvvRXw8ePHj1uFCxe2unXrlrasbdu2VpEiRayrrrrKKlGihLlvl3DacvPNN1v58uWzHnroIWvy5MlW69atzf3ly5dnu5+jR49atWrVssqWLWs999xz1gsvvGAlJiZalStXtg4cOOC37qRJk8x72rNnT2vKlCnWbbfdZu6PHTs24v8WANyfZUlJSdY777yT6daxY0fzmr799ttst/HII4+Yde+8806TO127djX333vvPb/1du/ebZUuXdqqUaOGNX78eGv06NHmtV988cXW6dOng27/1KlTVkJCgnmvgrn99tutvHnzWvv27QvzHQC8xc15papWrWo1btw4U2Z98803IT2fvIKiIEWaEydOWEWLFrU6deoU8PHp06ebkNDw9Nm1a5eVkpJifq9fv76toRhqWzQk9XWMGzcubdnJkydNyGlhmh0tQjN+Mfzpp59MmA0fPtzv/SxVqpQJ1/T69u1r/udy8ODBiP5bAIiNLAukZs2a5kBYdn799Vcrf/781uDBg9OWpaamWpdffrk5aHbu3Lm05YMGDbIKFSpk7dy5M23ZokWLzHujB+qyMnDgQCtPnjzWnj17Mj2meapfADt37hzGKwS8ye15pQVpxu85oSKv4EOXXaTRrqs33HCDLF68WPbv35/p8enTp0vRokVN9xKfxMREyZPHGX9Gobbl/fffl7x588pdd92Vtky7iQwcOFBWrlwpu3fvzvb5LVq0MDefOnXqSPv27WXWrFlpy7744gvTveaee+7xe/7gwYPl+PHj8sknn0T03wJAbGRZRt9++61s2bLFdNvLzocffihnz571yx3tijZo0CD59ddfTcb5fPDBB3LttddKlSpV0pZ16NBBLrroIr8sC0S7C2pXuxkzZmR6TLPtyJEjIbUX8LpYyaszZ86Y7zbhIK/g46y/ZthOP5Dnzp3L9OE+ePCgLFy4UK6//noTnpFy4MCBkG465jNS1q5dawJMx36m17JlS/Pz+++/D/pcDbQffvhBmjdvnukxff7WrVvTxoHoflTGdZs1a2b+R+J73Cn/FkAsiaUse/fdd9NeU3Y0VwoXLmzGrQfKN1/u6Dh4/fIbLMuyy6crrrhCKleubL4sZ6TLdExcjx49sm0vAPfn1eeff24+8zq2U8eUjh8/PqTnkVfwoSCFn3bt2kmFChUyfWhnz55tjmJF+ghSmTJlQroFG+B+Pvbu3WteY0a+Zb/99lvQ5+r/HDSgQ3m+7kfPxJYtW9ZvPZ2YoFSpUlnux45/CyCWxEqWpaSkmAlM9EtXzZo1s11fc6dcuXLmLEN2+ZR+ecZ1fVkXjB5U69Onj6xZs0Z++eWXtOXJycmyYMECM9GbfjkFENt5pZMQPfXUU+YMpk7iqGcwhw4daiaOzA55BZ98ab8BIqaAuvnmm+XFF1+UHTt2mCNdSkNSQ0O7pUZSqDPb1q9fP2L7PHnypMTHx2dart12fY9n9VwVyvP1pxafgei6We3Hjn8LIJbESpZpN759+/bJo48+GtF8CzXLAj2evhvcuHHjzHuqX0iVfik9deoUB8wAj+TVRx995Hd/wIABcs0118gLL7wg9913nzkzGQx5BR8KUmSiH0wNRf3Q6pcg7ce/fPlyuf/++01oRpL2/89t2u0l0JE0DSXf41k9V4XyfP2pYyoC0XVD6X6Tm/8WQKyJhSzT7rra1t69e0c038LJsqzOjDRo0MCcRfF9wdP3unTp0tKpU6eQ2gsgdvJK6dnOBx54wHQ11stYaSEYDHkFH7rsIhMd46iT9Pi6auhPnZE5GkeQkpKSQrpldzYxHNq9w9f9Iz3fMr02aTB63Ss9AhfK83U/2t0u4yQFWqTqZEdZ7ceOfwsg1rg9y3TduXPnmi+PepYkFJo7uh99ndnlU/rlGdf1ZV129MumdoFbvXq12a9O5qbXaM6Xj+PdgJfyKj2ddElpV9qskFfwoSBFQBqAGzZsMBP46BEkvfhy+lllI0VDJpSbjqGKlMaNG5tA0rED6X3zzTdpj2c1DqFhw4YmzDLS51evXt3Mhpd+OxnX1fs6OVJW+7Hj3wKIRW7OMu0Kp5OkhfOFVHPlxIkT5gLyWeVbpUqVzBixQFmms/qGmk86LkvPiOh7q69ND8JxwAzwXl6lt23bNvNTMyYr5BV8OCSAgPQD+sQTT8iTTz5pZp31dW+INDvGkN54443yj3/8Q6ZMmSIPPfRQWjeQqVOnyiWXXJJ2ZE/t2rXLhKUetUz//EceecQEo2/Gt02bNplZ5nzb801SoEftJk6cKF26dElbrvd1RreuXbs66t8CiEVuzjLf7I86w2YgeqkC3yRtCQkJZplOzqHd5V555RV56aWXzDI9+zBp0iTzpa5NmzZpz+/Zs6e89dZb5lJXvtzTMat6wE63EQqdwOTyyy83X+70bEa1atX89gEgdvNKz4Bq9qTvUqyTMI0dO9bMoXHVVVelLSevkKW0K5ICGbRp08ZccFhvmzdvDrjO0qVLrVGjRplb2bJlrQsvvDDtvj6Wm8JpS69evax8+fJZDz/8sLmgsr5WvZ9xPb3YdMaPSXJyslWjRg2zj7///e/Wiy++aCUmJloVK1a09u/f77fuyy+/bJ5/4403Wq+++qrVr18/c3/06NER/7cAEBtZpv744w9zwfibb7456DpTp041r0l/pqe5psvvuusukzt60Xq9/+677/qtt2vXLqtUqVImz/71r39Zzz77rFWiRAmrYcOG1qlTp0Ju65QpU9Le38cee+w8Xi0AN+aVZo/mx7Bhw6xJkyaZDGnQoIFpu/6ecV3yCsFQkCIoXzHVsmXLoOuMGDEi7YOd8aaP5aZw2nLy5EnroYcessqXL2/Fx8dbLVq0sD777LNM2wxUkKrdu3ebIrNYsWJWkSJFrGuvvTbo/zg0/GrXrm0VKFDABKkWsKmpqRH/twAQG1mm9Mud7vujjz4Kuk6wL3gpKSnmy1rVqlVN7tSvX9+aNm1awG1s2LDB6tixo3XBBRdYxYsXt/r27WslJSWF1daDBw+aHNW2bNy4MaznAnBvXq1evdrq1q2bValSJZM1+n3osssus2bNmpVpXfIKWYnT/2R9DhUAAAAAgMhjUiMAAAAAgC0oSAEAAAAAtqAgBQAAAAB4uyDVKaL12kBDhw7Ncr3Zs2ebS3AULFjQXA9ywYIFudZGAPAhswC4CZkFwKkcUZCuWrVKJk+eLI0aNcpyvRUrVpiL2g4cOFDWrl0rPXr0MDe9iDAA5BYyC4CbkFkAnMz2WXaPHTsmTZs2NRfFfeaZZ6Rx48byz3/+M+C6vXv3luPHj8v8+fPTlrVq1co8Ry+iG4rU1FT57bffpGjRouZIIYDYpNF29OhRc/HrPHkid+yNzAIQDWQWAK9mVj6x2eDBg6Vr167SoUMHE5RZWblypTz44IN+yzp16iTz5s0L+pzTp0+bm8+ePXukXr16EWg5ADfYvXu3VK5cOWLbI7MARBOZBcBrmWVrQTpjxgz57rvvTFeSUCQlJUm5cuX8lul9XR7MmDFjZOTIkQHfvGLFip1HqwG4QXJysiQmJpqj9JFCZgGIFjILgFczy7aCVINqyJAhsmjRIjNwPlqGDx/ud7TP9+ZpSBKUQOyLVJcxMgtAbiCzAHgts2wrSNesWSP79+834xp8UlJSZNmyZfLSSy+Z7h958+b1e0758uVl3759fsv0vi4PJj4+3twAICfILABuQmYBcAvbCtL27dvL+vXr/ZYNGDDATDU+bNiwTCGpWrduLYsXL/abslyP/Olyr1q3LrT1Lm6QkrMdBfj3ALyEzALgJmQWALewrSDV/sYNGjTwW1a4cGEpVapU2vJ+/fpJpUqVzPgEpV1P2rZtK88//7wZoK9jI1avXi1Tpkyx5TUA8A4yC4CbkFkA3ML2WXazsmvXLr9phNu0aSPTp0+Xxx9/XB599FGpVauWmfktY+CG4vbbRfLn91/288+Z1zt2LPg22rULbV933x1e25o1C33diy8OdU3OcAJuziwAiDQyC4AT2H4d0tymg+0TEhLkyJEjDLYHYlisfNZj5XUA8MZnPVZeB4Dc+6xH7srLAAAAAACEgYIUAAAAAGALClIAAAAAgC0oSAEAAAAAtqAgBQAAAADYgoIUAAAAAGALClIAAAAAgC0oSAEAAAAAtqAgBQAAAADYIp89uwUQdXFxdrcAAAAAyBIFKRCrLEs8LTlZJCHB7lYAAAAgC3TZBQAAAADYgoIUAAAAAGALClIAAAAAgC0oSAEAAAAAtmBSIwBwgXbtRPLm/d/9iy4KvN477+RakwAAAHKMM6QAAAAAAFtwhhQAXODzz0WKFbO7FQAAAJHFGVIAAAAAgC0oSAEAAAAAtqAgBQAAAADYgoIUAAAAAGALClIAAAAAgC0oSAEAAAAAtqAgBQAAAADYgoIUAAAAAGALClIAAAAAgC0oSAEAAAAAtqAgBQAAAADYgoIUAAAAAGALClIAAAAAgC0oSAEAAAAAtshnz26R62bPztnze/WKVEsAAAAAwOMFaUJC5mWWJTErDyfDAQAAADiLdwvSI0dEihUTz+jZ0+4WAAAAAIAfTpsBAAAAAGzh3TOksWLmzNDW69072i0BAAAAgLBQkLrdqVN2twAAAAAAzgsFqdv17293CwAAAADgvDCGFAAAAADgvYJ04sSJ0qhRIylWrJi5tW7dWj799NOg67/55psSFxfndytYsKDEnMmTQ78ByDVkFgC3IK8AuIWtXXYrV64sY8eOlVq1aollWfLWW29J9+7dZe3atVK/fv2Az9FQ3bRpU9p9DUwAyA1kFgC3IK8AuIWtBWm3bt387o8ePdoc0fv666+DhqWGY/ny5XOphQDwP2QWALcgrwC4hWMmNUpJSZHZs2fL8ePHTbeSYI4dOyZVq1aV1NRUadq0qTz77LNBg1WdPn3a3HySk5PF8f7v/+xuAYBskFkAvJ5XiswC4PqCdP369SYcT506JUWKFJG5c+dKvXr1Aq5bu3ZteeONN8yYiCNHjsg//vEPadOmjfz444+ma0ogY8aMkZEjR4qtHnggvPVffDFaLQGQQ57ILAAxIdp5pcgsADkVZ+nAAhudOXNGdu3aZcLv/fffl9dee02WLl0aNDDTO3v2rNStW1f69Okjo0aNCvnIXWJiotmfjpXIFePGhbf+ww9HqyWAZ+hnPSEhIeKfdU9kFoCYyKxo55UiswBvimRm2X6GtECBAlKzZk3ze7NmzWTVqlUyfvx4mRzCDLL58+eXJk2ayJYtW4KuEx8fb24AEAlkFgC3iHZeKTILQE7ZXpBmpOMW0h9py25MhHZH6dKlizhaaqrdLQAQJTGZWdEcYhDuEAYAEeP5vALgSLYWpMOHD5drrrlGqlSpIkePHpXp06fLkiVLZOHChebxfv36SaVKlcz4BPX0009Lq1atzNG+w4cPy7hx42Tnzp1yxx132PMC+vYNbb133412SwDkAtdnVjRQYAKORF4BcAtbC9L9+/ebQNy7d6/pg6wD6TUor776avO4jnvIkydP2vqHDh2SO++8U5KSkqREiRKm+8mKFStCGgsRFVkM8gcQe1yfWQA8g7wC4Ba2T2rk6kkDhg0Lbb3nnsvZfgA4ZlKj3BYrrwOANz7rsfI6AHhoUiNXu+ACu1sAAAAAAK5FQZqd224L/tg77+RmSwAgdwwfHvq6f44/AwAAOB8UpNkpX97uFgBA7ipQwO4WAAAAj/jfaHYAAAAAAHIRZ0jTGzAg8zIG5APwmpEj7W4BAADwCO8WpD17iuTL8PLr1Mn5Rd8BwI1j4tNjfDwAAMgl+Tw9NjTjOCmKTwCxrHRpu1sAAADghzGkAAAAAABbePcM6csvMz4UgLccO2Z3CwAAAPx4tyAFgFjUp0/wx957LzdbAgAAkC267AIAAAAAbMEZUuDhhyUmjRtndwsQTW3bBl5es2ZutwSIjFjN4lCdPm13CwDAFhSkQL16drcAOL+ZwgN5/fXcbgkQGV7P4pMn7W4BANiCghTw+pcguEPXrv7XTi5b1s7WAJHn9Sw+ftzuFgCALRhDCgAAAACwBWdIgUaN7G4BkL0SJUTy5//f/Zkz7WwNEHlez+LkZLtb4DxDhmS/zvjxudESAFFEQQrPe29eIfHa1T/g0vFlZ8/a3QogamI1i0N14gSf70woNgFPoCCF/Zo1s3X3r1ywRmIRBWmM+eADkWLF7G4FEDWvvCKedu6ceFPv3sEfoycInMzm76+2S0mJ2KYYQwoAAAAAsAVnSGG/ypVt3X2RM7buHgCgWVxEPM2zZ0gLFLC7BYArv7/aTocRrVsXkU1RkMJ+VarYuvt7Otq6ewCAZvE94mknToj85z8Su66/PvDyuXNzuyVATHx/td2ZyJ3RoSCFeP0IU7d2sXrtt8J2NwAAQtbtyqPiZcnJMfb627UTyZv3f/fLl7ezNUDkef0M6alT9hWk27dvl+XLl8vOnTvlxIkTUqZMGWnSpIm0bt1aChYsGLGGAUAk7NixQ77//nsyC4ArkFkAvCbkgvTdd9+V8ePHy+rVq6VcuXJSsWJFKVSokBw8eFC2bt1qQrJv374ybNgwqVq1anRbjdgybJjdLUAMmjVrlvnZuHFjMgtwg6JFxctm/TmjbMxkll47OV+6r5kffmhna4DI8/r31+Rkkaeeyr2CVI/MFShQQG6//Xb54IMPJDEx0e/x06dPy8qVK2XGjBnSvHlzeeWVV6RXr14RaSAconbt6G1706bobRuepJmV98+uYhs2bJB69er5PU5mAXCSmMws7c6XviAFgCDiLMuyJBsLFy6UTp06SSj++OMP092kmUOvzZOcnCwJCQly5MgRKcY1/UJ31VXR2/YXX0Rv2/AkzSzt3hbKZ53MAmA3MguA20Tysx7SoatQi1FVqlQpcwMAu2hmaVCGgswCYDcyC4CX5Qn3Ce3atZORI0dmWn7o0CHzGGJUxYrRuwFRdO2115JZAFyDzALgNSF12U0vT5485sjcpZdeaiY6Klz4v5eW2LdvnxmAn5KSIk5GVxLAG3yf9bi4ODILkTVkiL37Hz/e3v0jKsgsxCy7MzNaPJ7FyRH8rId9hlT95z//kaSkJGnVqpUZxwAATkZmAXATMguAl5zX9GcVKlSQpUuXyoABA6RFixYye/ZsqVu3buRbBwARQGYhoho0sLsFiHFkFmIKmYlIF6TalUTFx8fL9OnT5ZlnnpHOnTub62IBgNOQWYi4Ro3sbgFiGJmFmENmItIFacYhp48//rg5ate/f/9wNwUAUUdmeVQYs8OHbf786G0bnkdmIeY0bWp3CxBrBen27duldOnSfst69uwptWvXljVr1kSybQCQYz/88AOZBcA1yCwAXhN2QVq1atWAyxs0aGBucKhy5XL2/H37JGqWLxdbXX65vftHVFWpUsXMDp4RmRXjLrwwapt+/e38YqeBA23dPaKMzEKssTszo2XgRTZ/f7Xb8eO5X5DecMMNIa03Z86cnLQH0VK2rDhWUpLdLUAM6tu3b9rP/PmD/8+QzIpR1atHbdPTpomtKEhjE5mFWGV3ZkbLwHs8/v31xIncL0j1OjPp6UD7bt26SdGiRSPWGERR+fLiWBSkiAJfZulP/XJHZnlMFM+QMhwK0UBmIVbFbGZ6/fvryZMR21SclXH0fIg0INetWyfVo3gUOho8e8Hmq6/O2fMXLZKomTBBbHXfffbuH7nyWSezPGbmzKht+q/f9hY7Pf+8rbtHlJBZiFV//avEpOcvtPn7q82ST56UhGHDIvJZP6/rkMJBSpQIbb1Dh8SxfvvN7hYAiDW9o1c03t8qapsGgJhz//0SmyZ5/Pvr6dMR2xQFqds5eWxoqMaMsbsFAJymQoWcPX/vXomWqqnbxV7VbN4/ALgpM6PE699fk5NFXnzR/QXpxIkTzW3Hjh3mfv369eXJJ5+Ua665JuhzZs+eLU888YR5Tq1ateS5556TLl26iGfFQkEKuASZlYsqVxbHqkZBCOcjr+AYZCYiVZB+9NFHfvdTU1Nl8eLFsmHDBr/l1113XaiblMqVK8vYsWNN6OlQ1rfeeku6d+8ua9euNcGZ0YoVK6RPnz4yZswYufbaa82A/x49esh3333HVOgA/CxYsCDt5wUXXEBmAfBUZpFXANwi5EmNAl0TK9PG4uIkJSUlRw0qWbKkjBs3TgYGmNe+d+/ecvz4cZk/f37aslatWknjxo1l0qRJIW2fwfaAN2hmabxpLgVDZjlY9+45e/6HH0aqJUDMZFa088rTmQV4THIEP+shnyHVI3XRpAGrXUU0DFu3bh1wnZUrV8qDDz7ot6xTp04yb968oNs9ffq0uaV/8xyvcGFbLkoLxJLDhw+boNSf0fhSRGadp8TE0Na79tpotwTwTGZFK688kVm5ZciQ6G17/PjobRuIhUmN1q9fb8Lx1KlTUqRIEZk7d67Uq1cv4LpJSUlSrlw5v2V6X5cHo11PRo4cKa5SurQ4zogR0du22/594GlkVi5dE3nixGi3BIh50c4rT2RWbmnF9N3wrnzhHF3buHGjNGzY0NzX7htnzpxJezxv3rwyaNCgkLr2ple7dm35/vvvzene999/X/r37y9Lly4NGpjhGj58uN8RPz1ylxjqEXoArpWxWxuZBcBrmRXtvFJkFoBcK0hnzpxpwnHZsmXm/sMPPyzFixeXfPn+u4kDBw5IwYIFA45LyEqBAgWkZs2a5vdmzZrJqlWrZPz48TJ58uRM65YvX1727dvnt0zv6/Jg4uPjzc1VnHiG9MABu1sAhGXOnDl+98ksh6hYMXf2s3599Lb954FZwOmZFe288kRm5ZbLLrO7BYDzC9KpU6fK4MGD/ZbpUbbq1aub37VYnTZtWthf7gKNVU0/FiE97XaiM84NHTo0bdmiRYuCjodwrTVrxHH277e7BUBYNI8yIrMcILcmG/r11+htm4IULs0s8sq5PvkhemeVu3LCGg4Xcr+Pn3/+WZo3bx708bZt28q6devC7uahZ1z1elc6zkHvL1myRPr27Wse79evn1nmM2TIEPnss8/k+eefN+156qmnZPXq1XLvvfeGtV8AsW/z5s1ZPk5mAYjlzCKvAMTcGdLff//d7/62bdukVKlSaffz589vZm8Lx/79+00g7t2718ws16hRI1m4cKFcffXV5vFdu3b5jZVo06aNuS7W448/Lo8++qi5tpbO/sb1sXLB7Nl2twAIi3ZvS4/MipJwx4rt3i25YseO3NkP4NDMIq9yWa9eOXr6G6nR+57VtWvUNg3k7nVIq1atKhMnTpQuXboEfPzjjz82R9F27twpTsb1sQBvqFKliuzevTvoZ53MipAWLcJbf9WqaLUEcDUyy+XSnW0+H3NbjpFouf76qG0aHpZsx3VI27dvL6NHjw5YkGpNq9N+6zoA4ATavS3QmCxFZkVQ2bJ2twCICWSWQ3XqFNp6N9+co91QNMLLQh5D+thjj8mGDRvkkksuMRdX1nEMeps1a5ZZ9uOPP5ouHgDgBH/961/Nz3bt2pFZAByPzALgVSGfIa1Ro4aZbe3222+X3r17S1xcXNpRuzp16si///3vtKnFkUHt2uGtv2lTtFoCeIZvZspjx46RWdH0ySd2twCICWSWQ114YWjr8W8DRL8gVS1btpSNGzeaiyz/8ssvZpkOem/SpMn5t8ALSpa0uwWAZ3377bdmchAyC4AbkFkuLUgvvzzaLQFiVlgFqU/jxo3NDSFaudLuFgCeRmaFqVy50Nfdty+aLQE8icyKonCvq8p3OMAZY0jHjh0rJ0+eDGmD33zzjXxCFy4ANiKzALgJmQXAy0I6Q6rddHU68l69ekm3bt2kefPmUqZMGfPYuXPnzONffvmlmR3ut99+k7fffjva7QaAoDST6tevb37Xse9XXHEFmRWO0qXtbgHgKWRWLqpc2e4WADjf65DqTG8vvfSSvP/+++a6M3nz5pX4+Hg5ceKEeVzHN9xxxx1m0qOCBQuKU3n2+lihTlsezMKFkWoJkCu++uorueyyy8zn/ejRo2RWOK66KvR1v/giOm147rmcPX/YsEi1BMgVZFYueeCB8NZ/8cVotQRwtWQ7rkN68cUXy6uvviqTJ0+WH374wVyYWbuXlC5d2oxz0J+eE+rsuU6YNffgQbtbAOSqhg0bmp87duwwNzJL7C8yw7F/v90tAHIVmZVLolVg/vFHzp5fqlSkWgLE/qRGefLkYbA9ANcgswC4CZkFwGvOa5Zd/Kl4cXGNVavsbgEAhI4zpABCUaNGeOtv3RqdduzYkbPnc4YUHkZB6pWCFAASE0Nbb/dusd0779jdAgBuULGiOMKWLTl7frNmkWoJ4DoUpG6f6OeSS0Jb75tvot0SAE5XsqTdLRC5777Q1pswIdotARALypcXR+jd2+4WALF9HVKdxCg1NTX6rQGACCCzALgJmQXAy0I6Q6pTje/du1fKli0r1atXl1WrVkkp+ro7A7PnAgEz65dffjG/N2rUSNasWUNmKSfM0nnggN0tAByHzMqB2bOju/1PPw1tvWuuiW47AK8XpMWLF5ft27ebglSnIvfUUbwWLZw9UdDmzXa3AHAczSy9ZILatWuXtzIrK4sX290CClIgADIriEqVsl9nz57otuHXX6O7fQChFaQ9e/aUtm3bSoUKFSQuLk6aN29uLtgcyLZt2yLdRgAIi2ZWly5dzO9kFgCnI7MAeFlIBemUKVPkhhtukC1btsj9998vd955pxQtWlQ8gZl0AdfRzOrcubP5kmdZlrcyy+kWLbK7BYDjkFlBlC1rdwv0lLXdLQBiXsiz7GpQKh3XMGTIEO8EJV+eAFfq0KGD+XnLLbd4K7Muvjj4Y+vW5WZLAITBs5nl9IJ01Ci7WwDEvLAv+zJ16lSJWZdemnnZV1/lfjtq1w593U2botkSwPVeeeUVb32xy+1Lu/Tq5awJSACX81xmOf3yegCccdkXAAAAAABsP0Ma05wyXvTwYbtbAMCtvvgid/fHrLkAcqJateCPbd8e+f0991x46w8bFvk2APBDQZreJ5+II+zbZ3cLADjdJZcEXv7NN7nbDq6FDMBN10dOSsrd/QHIFgUpALiRU3p0MFESgJygIAU8jzGkAAAAAABbePcM6c03i+TP77/sww/tag0AhIfZJwG4ScOGgZevX5+77XjvvdzdH4BsebcgLVIkc0EKAE51zTUi+dJF9tKldrYGAJx9SSoAruHdgvS110SKFcudfSUmhrf+7t3RagkAt9LrEnIQDYBbcRANQBCMIQUAAAAA2MK7Z0hzE9cVBZBTs2blXq+OJk1CX3ft2mi2BIBbtWsnkjevfZekAuAaFKS54dgxu1sAAKHj2qIAciohwX/ce7T07Bne+h98EK2WADhPFKS5wbLsbgEAhG7nTrtbAMDt5s7NnV4d+/dHfx8AoooxpAAAAAAAW3CGFAAAAO60fLndLQCQQ5whBQAAAADYgoIUAAAAAGALuuzm9EL1oTh6NNotAQAAAADXoSDNCS7nAsBNKlUKbb09e6LdEgDI3tVXZ7/OokW50RIAUURBmhNczgWAm3B9UQBucuCA3S0AkAsYQwoAAAAA8F5BOmbMGGnRooUULVpUypYtKz169JBNmzZl+Zw333xT4uLi/G4FCxbMtTYD8KaYyKuTJ0O7AXC9mMistWuzvwFwPVsL0qVLl8rgwYPl66+/lkWLFsnZs2elY8eOcvz48SyfV6xYMdm7d2/abefOnbnWZgDeRF4BcBMyC4Bb2DqG9LPPPst0ZE6P4q1Zs0auuOKKoM/TI3bly5fPhRaanQV/jDGkgGe4Iq8A4E9kFgC3cNQY0iNHjpifJUuWzHK9Y8eOSdWqVSUxMVG6d+8uP/74Y9B1T58+LcnJyX43AHBiXikyC0A0kFkAnMoxBWlqaqoMHTpULr30UmnQoEHQ9WrXri1vvPGGfPjhhzJt2jTzvDZt2sivv/4adAxFQkJC2k0DFgCcmFcRyaxChYLfAHiSozOrYcPgNwCeEGdZzuh3OmjQIPn000/lyy+/lMqVK4f8PB0TUbduXenTp4+MGjUq4JE7vfnokTsNSz1SqOMkAMQm/azrl6NofNajlVeKzAK8ybOZldX1kbkmMuCJzHLEdUjvvfdemT9/vixbtiysoFT58+eXJk2ayJYtWwI+Hh8fb27nPV7UGfU6AIeIZl6FnVkA4PbMougEPM/WLrt6claDcu7cufL5559LtWrVwt5GSkqKrF+/XipUqBCVNgKAIq8AuAmZBcAtbD1DqtORT58+3YxV0OtkJSUlmeV6+rfQn+Od+vXrJ5UqVTJjFNTTTz8trVq1kpo1a8rhw4dl3LhxZkryO+64w86XAiDGOS6v8uYNvDwlJefbBuB6jsusGjUCL9+6NefbBuBqthakEydOND+vvPJKv+VTp06V22+/3fy+a9cuyZPnfydyDx06JHfeeacJ1hIlSkizZs1kxYoVUq9evZw3iO65ANySVxSeANyUWQcP5nwbAGKSYyY1yvUBuHrx54wPeuutAGJaNCcIyU2x8joAeOOzHiuvA0DufdYdc9kXAAAAAIC3OGKWXQBANhIS/O/TowOAk9WuLZKuOzCz6QIIxrsF6ZEjInQlAeAWZBYANzl0KPDl9AAgA7rsAgAAAABs4d0zpAAAAIiO/fvp1QEgJJwhBQAAAADYgoIUAAAAAGALClIAAAAAgC0oSAEAAAAAtqAgBQAAAADYgoIUAAAAAGALClIAAAAAgC0oSAEAAAAAtqAgBQAAAADYgoIUAAAAAGALClIAAAAAgC0oSAEAAAAAtqAgBQAAAADYgoIUAAAAAGALClIAAAAAgC0oSAEAAAAAtqAgBQAAAADYgoIUAAAAAGALClIAAAAAgC0oSAEAAAAAtqAgBQAAAADYgoIUAAAAAGALClIAAAAAgC0oSAEAAAAAtqAgBQAAAADYgoIUAAAAAGALClIAAAAAgC0oSAEAAAAAtqAgBQAAAADYgoIUAAAAAGALClIAAAAAgC0oSAEAAAAAtqAgBQAAAADYgoIUAAAAAGALClIAAAAAgPcK0jFjxkiLFi2kaNGiUrZsWenRo4ds2rQp2+fNnj1b6tSpIwULFpSGDRvKggULcqW9ALyLvALgJmQWALewtSBdunSpDB48WL7++mtZtGiRnD17Vjp27CjHjx8P+pwVK1ZInz59ZODAgbJ27VoTsHrbsGFDrrYdgLeQVwDchMwC4BZxlmVZ4hC///67OYqnIXrFFVcEXKd3794mTOfPn5+2rFWrVtK4cWOZNGlStvtITk6WhIQEOXLkiBQrViyi7QfgHNH+rOdGXikyC/AGMguAm0Tys55PHERfkCpZsmTQdVauXCkPPvig37JOnTrJvHnzAq5/+vRpc8u4D30TAcQu32c8WsfcopFXiswCvInMAuDVzHJMQZqamipDhw6VSy+9VBo0aBB0vaSkJClXrpzfMr2vy4ONoRg5cmSm5YmJiRFoNQCnO3r0qDmC54a8UmQW4G1kFgCvZZZjClId56BjFL788suIbnf48OF+R/s0lA8ePCilSpUyb6AG5u7dux3frUSPQtDWyKOtsdtePWKnn/GKFSu6Jq8UmZX7aGt00NbwkFn2csLfQKhoa3TQVvsyyxEF6b333mvGKyxbtkwqV66c5brly5eXffv2+S3T+7o8kPj4eHNLr3jx4uZnXFyc+an/kE7/w/OhrdFBW2OzvZE+yxDtvFJkln1oa3TQ1tCRWfajrdFBW2OzrQkRyixbZ9nVylqDcu7cufL5559LtWrVsn1O69atZfHixX7LdPY4XQ4A0UJeAXATMguAW9h6hlS7kEyfPl0+/PBDc50s3xgFrbYLFSpkfu/Xr59UqlTJjFFQQ4YMkbZt28rzzz8vXbt2lRkzZsjq1atlypQpdr4UADGOvALgJmQWANewbKS7D3SbOnVq2jpt27a1+vfv7/e8WbNmWRdddJFVoEABq379+tYnn3xyXvs/deqUNWLECPPT6WhrdNDW6HFbe52eV257T2lrdNDW6HBTW0NFZoWHtkYHbY2OUy5qaygcdR1SAAAAAIB32DqGFAAAAADgXRSkAAAAAABbUJACAAAAAGxBQQoAAAAAsAUFKQAAAADAFp4tSF9++WW58MILpWDBgnLJJZfIt99+K06k1wZr0aKFuYZY2bJlpUePHrJp0yZxurFjx0pcXJwMHTpUnGrPnj1y6623SqlSpcw12Ro2bGiut+Y0KSkp8sQTT5iLmms7a9SoIaNGjTIXPbfbsmXLpFu3blKxYkXz7z1v3jy/x7WNTz75pFSoUMG0vUOHDrJ582bb2utmbsgst+aVIrMih8yCIrOii8yKHDLLfp4sSGfOnCkPPvigjBgxQr777ju5+OKLpVOnTrJ//35xmqVLl5qLW3/99deyaNEiOXv2rHTs2FGOHz8uTrVq1SqZPHmyNGrUSJzq0KFDcumll0r+/Pnl008/lY0bN5oLgZcoUUKc5rnnnpOJEyfKSy+9JD/99JO5//e//10mTJhgd9PM36F+fvSLRyDazn/9618yadIk+eabb6Rw4cLms3bq1Klcb6ubuSWz3JhXisyKLDILZFZ0kVmRRWY5gOVBLVu2tAYPHpx2PyUlxapYsaI1ZswYy+n2799vLmy9dOlSy4mOHj1q1apVy1q0aJG54PaQIUMsJxo2bJh12WWXWW7QtWtX6y9/+YvfshtuuMHq27ev5ST6dzl37ty0+6mpqVb58uWtcePGpS07fPiwFR8fb7333ns2tdKd3JpZTs8rRWZFHpkFMit6yKzII7Ps57kzpGfOnJE1a9aYU9o+efLkMfdXrlwpTnfkyBHzs2TJkuJEeqSxa9eufu+vE3300UfSvHlz6dWrl+mm06RJE3n11VfFidq0aSOLFy+WX375xdxft26dfPnll3LNNdeIk23fvl2SkpL8/hYSEhJM1y03fNacws2Z5fS8UmRW5JFZ3kZmRReZFXlklv3yicccOHDA9BUvV66c33K9//PPP4uTpaammrEC2gWiQYMG4jQzZswwXXO0K4nTbdu2zXTP0C5Fjz76qGnz/fffLwUKFJD+/fuLkzzyyCOSnJwsderUkbx585q/39GjR0vfvn3FyTQkVaDPmu8xxG5mOT2vFJkVHWSWt5FZ0UNmRQeZZT/PFaRupkfFNmzYYI7aOM3u3btlyJAhZgyGTmDgdPo/Hj1y9+yzz5r7euRO31vtg++0oJw1a5a8++67Mn36dKlfv758//335n+aOsDdaW0F3JBXisyKHjILbkRmRRaZhXB4rstu6dKlzdGPffv2+S3X++XLlxenuvfee2X+/PnyxRdfSOXKlcVptHuOTlbQtGlTyZcvn7npZAE60Fp/16NNTqKzkdWrV89vWd26dWXXrl3iNA8//LA5enfzzTebGepuu+02eeCBB8zsgE7m+zy57bPmNG7MLKfnlSKzoofM8jYyKzrIrOghs+znuYJUuwo0a9bM9BVPfxRH77du3VqcRscwa1DOnTtXPv/8czMltRO1b99e1q9fb44q+W56ZEy7O+jv+j8nJ9EuORmndtexA1WrVhWnOXHihBl/k56+n/p362T6t6qBmP6zpl1idBY4J37WnMpNmeWWvFJkVvSQWd5GZkUHmRU9ZJYDWB40Y8YMMwPVm2++aW3cuNG66667rOLFi1tJSUmW0wwaNMhKSEiwlixZYu3duzftduLECcvpnDz727fffmvly5fPGj16tLV582br3XfftS644AJr2rRpltP079/fqlSpkjV//nxr+/bt1pw5c6zSpUtbf/vb3xwx29/atWvNTePkhRdeML/v3LnTPD527Fjz2frwww+tH374werevbtVrVo16+TJk3Y33VXcklluzitFZkUGmQUyK3eQWZFBZtnPkwWpmjBhglWlShWrQIECZnryr7/+2nIi/eMLdJs6darldE4OSvXxxx9bDRo0MP/TrFOnjjVlyhTLiZKTk837qH+vBQsWtKpXr2499thj1unTp+1umvXFF18E/PvUcPdNSf7EE09Y5cqVM+9z+/btrU2bNtndbFdyQ2a5Oa8UmRUZZBYUmRV9ZFZkkFn2i9P/2H2WFgAAAADgPZ4bQwoAAAAAcAYKUgAAAACALShIAQAAAAC2oCAFAAAAANiCghQAAAAAYAsKUgAAAACALShIAQAAAAC2oCAFAAAAANiCghSe9Prrr0vHjh3Des6BAwekbNmy8uuvv0atXQAQCJkFwE3ILISDghSO061bN+ncuXPAx5YvXy5xcXHyww8/yLp166RPnz6SmJgohQoVkrp168r48eOz3f6pU6fkiSeekBEjRpj79913n3luILt27ZK8efPKRx99JKVLl5Z+/fqlPQ8AFJkFwE3ILDiOBTjM3LlzrTx58li7d+/O9NiAAQOs5s2bm99ff/116/7777eWLFlibd261XrnnXesQoUKWRMmTMhy+7pe7dq10+6vXbvW0o/CV199lWndkSNHWuXLl7fOnj1r7m/YsMGKj4+3/vjjjwi8UgCxgMwC4CZkFpyGghSOo6FUrlw5a9SoUX7Ljx49ahUpUsSaOHFi0Ofec8891lVXXZXl9rt27Wo99NBDfsuaNm1qDRw40G9ZamqqVa1aNWvYsGF+y3XZa6+9FsYrAhDLyCwAbkJmwWnosgvHyZcvn+my8eabb+oBk7Tls2fPlpSUFNN9JJgjR45IyZIls9z+l19+Kc2bN/dbNnDgQJk1a5YcP348bdmSJUtk+/bt8pe//MVv3ZYtW5ouLQCgyCwAbkJmwWkoSOFIGk5bt26VpUuXpi2bOnWq9OzZUxISEgI+Z8WKFTJz5ky56667gm738OHDJkwrVqzot/yWW26Rs2fPmjBOv7/LLrtMLrroIr919bk7d+7MwasDEGvILABuQmbBSShI4Uh16tSRNm3ayBtvvGHub9myxRwt0yNsgWzYsEG6d+9uBsJnNavbyZMnzc+CBQv6LS9evLjccMMNaftLTk6WDz74IOD+dGD/iRMncvT6AMQWMguAm5BZcBIKUjiWhpSG1dGjR81RtBo1akjbtm0zrbdx40Zp3769OWL3+OOPZ7nNUqVKmdnjDh06FHB/GsYaynoEUGd969WrV6b1Dh48KGXKlMnhqwMQa8gsAG5CZsEpKEjhWDfddJPkyZNHpk+fLm+//bbpXqIhl96PP/4oV111lfTv319Gjx6d7TYLFCgg9erVM+GakW6nWrVqJpT1dvPNN0vhwoUDHiVs0qRJDl8dgFhDZgFwEzILjmH3rEpAVnRGthIlSlh58+a19uzZ4/fY+vXrrTJlyli33nqrtXfv3rTb/v37s9zmgw8+aPXs2TPgYzrjnO5PPxpff/11psePHz9upjxftmxZDl8ZgFhEZgFwEzILTkBBCkdbsWKFCa0uXbpkemzEiBHmsYy3qlWrZrnNH3/80YTd4cOHMz2m1+TSa3PVr18/4HOnT5/ud20tAEiPzALgJmQWnCBO/2P3WVogt+mYhaZNm8rw4cPDel6rVq3k/vvvN7PFAUBuIbMAuAmZhXAwhhSeNG7cOClSpEhYzzlw4ICZIS6r63MBQDSQWQDchMxCODhDCgAAAACwBWdIAQAAAAC2oCAFAAAAANiCghQAAAAAYAsKUgAAAACALShIAQAAAAC2oCAFAAAAANiCghTZuu666+SCCy6Qo0ePBl2nb9++UqBAAfnjjz/M/ZkzZ8qtt94qtWrVkri4OLnyyivFCbZu3SoFCxY0bVq9enVIz0lNTZW///3vUq1aNfPcRo0ayXvvvRdw3Z9++kk6d+5srr1VsmRJue222+T333/Pcvtz5swx7XnttdeCrrNo0SKzzr/+9a+Q2gx4lZvzStuj1+674oorpEyZMlK8eHFzkXhtX6j27dsnAwYMkLJly0qhQoXMhelnz54dcN09e/bITTfdZPZTrFgx6d69u2zbti3L7X/33XfmPXr88ceDrrN582azzoMPPhhyuwGv8npmafsD3caOHZtpXTIrhul1SIGszJgxQ69Va7311lsBHz9+/LhVuHBhq1u3bmnL2rZtaxUpUsS66qqrrBIlSpj7TqBt1Lbq61m1alVIz3nkkUfM+nfeeac1ZcoUq2vXrub+e++957fe7t27rdKlS1s1atSwxo8fb40ePdq89osvvtg6ffp00O2fOnXKSkhIMO9VMLfffruVN29ea9++fWG8WsB73JxXH3/8sZU/f36re/fu1j//+U/rpZdeMm3S1/Pkk09m+/wjR45YNWvWtIoWLWo9/vjj5vlXXHGFef67777rt+7Ro0etWrVqWWXLlrWee+4564UXXrASExOtypUrWwcOHMhyP3Xq1LGqV68e9PGnnnrK7HPNmjVhvHrAm7ycWUrXvfrqq6133nnH77Zhwwa/9cis2EZBimydOHHCfMHp1KlTwMenT59uPsgaqj67du2yUlJSzO/169d3REH62WefWQUKFDBf1EItSH/99VcTtoMHD05blpqaal1++eUmBM+dO5e2fNCgQVahQoWsnTt3pi1btGiR2dfkyZOz3M/AgQOtPHnyWHv27Mn02MmTJ03B2rlz5zBeLeBNbs6rbdu2WTt27PBbpnnTrl07Kz4+3jp27FiWz//73/9uXtvixYvTlunratGihVW+fHm/A2P6hU7X/fbbb9OW/fTTT+bA1/Dhw7Pcz6hRo8xzV65cGfDx2rVrmy+AALLn5cxS+trSf8cKhsyKbXTZRba029cNN9wgixcvlv3792d6fPr06VK0aFHT7cQnMTFR8uRxzp/X2bNnZciQIeZWo0aNkJ/34Ycfmufec889acu0W8egQYPk119/lZUrV6Yt/+CDD+Taa6+VKlWqpC3r0KGDXHTRRTJr1qws96Ndb7Rr8IwZMzI99sknn8iRI0dMlx0AsZtXOiygatWqfss0b3r06CGnT5/Otmva8uXLTbe5du3apS3T16Vd3JKSkmTp0qVpy99//31p0aKFufnUqVNH2rdvn21e+bJI38uM1qxZI5s2bSKvgBB5ObPSO3nypJw6dSro42RWbLP/rxmuoB/Uc+fOZfrQHzx4UBYuXCjXX3+9CdVIOXDgQEg3DbxQ/POf/5RDhw5lOYYgkLVr10rhwoWlbt26fstbtmyZ9rhvXIP+j6R58+aZtqHr+tYLRsdfVK5cOWBY6jIdX6IBDyD28yojLSZV6dKls1xPtx/odWl++L54KT349cMPPwTNKx1rn9V4Nv0S2qZNG/P+pqSk+D3my7BbbrklpNcGwLuZ5fPmm2+a71r6GuvVq5fpuxCZFfsoSBESPeJeoUKFTCGhk2XoGcRIH1nSo/yh3IJNLpQxGEeNGmVuOgg+HHv37pVy5cqZI37p6Xuhfvvtt7T10i/PuK7+TyWrYNcjnX369DFfGH/55Ze05cnJybJgwQIzcF8nSgIQ23mVkWaHTnh2+eWXB8yX9GrXrm16buzcuTPTmVPfgTPfNjWPguVV+mwLRt9DnUBJz+qk/9Kok5m0bt1aqlevHsarBLzNq5mltFAcPXq0zJs3TyZOnCh58+Y1r1d/T79NMiu25bO7AXAHDYibb75ZXnzxRdmxY4dceOGFZrmGpxZs2mUiknRW2VDUr18/23WGDRtmguaOO+4Iux3ahSQ+Pj7Tcp1t1/d4+p/ZrRvo8fTddnW2On1Pn3rqqbRuwNqFha4kgDfyKj39sqSf/cOHD8uECROyXV8zbtKkSaaLrr52fa16RmDu3LnnlVdZ6d27twwdOtS8px07djTLtEuwFr3Dhw8P63UCXufVzFJfffWV3/2//OUv0qxZM3n00Ufl9ttvN2dNySwPsHsQK9xj9erVZlC4zh7rm1U2Li7OGjJkSJbPs3PAvQ5g1zZ+/vnnacumTp0a8qRGOqNuoJnZdNY73YbOwKt0W3r/7bffzrTuww8/bB7T2XSz06BBA+uiiy5Ku9+hQwczc+/Zs2ezfS4Ad+dVRvfcc0/QXAlm9uzZVqlSpczz9KaTGU2cONH87nvtv//+u7n/9NNPZ3r+yy+/bB77+eefs93XtddeaxUrVsxMvKbuuOMOK1++fNb+/fvDep0AvJtZgUyaNMlsZ/ny5eY+mRX76LKLkOkRKx1A7uvCoT91grRonL3Tbrah3LI7Iva3v/3NdBvR8QN61FFvOi7C1812165dWT5fu4Lofv47Edz/+LroVqxYMW299MszrqvXJM3q7Gj6s6TaZVevkar7/eKLL8zZjnz56MwAxHpepTdy5Eh55ZVXzLX49HrGobrxxhtN17Vvv/3WTLqm3Xd9XdF0gjXly6NgeZU+27LLKx1WMH/+fDlz5ozp0aFnHrSrH4DweDWzAtFJm3xddRWZ5QF2V8RwF9/U2evWrbMaN25srgmVnfM5euc7up/dTc92ZqVq1apZPl8vp5IVvaaWrvfjjz/6Lddr+unyZcuWpS0rU6aM1atXr0zb0DOeOgV6KPSSMXpE9IEHHjDX9NJ9fPXVVyE9F4C78ypj7gwdOtSKBF8vjU2bNqUta968ubkcTEZ6PcCsrtcX6HIV119/vTVv3ryA1zsFEDoy678mTJhgtrdixYq0ZWRWbOO0C8KiR+qeeOIJefLJJ+X7779PG+sYaZEa3zBlyhQ5ceKE37LPP//cjG34xz/+YY5G+uilVfRIm57tTEhIMMt0MqEHHnjAHPV76aWXzDLNch2nValSJTMY36dnz57y1ltvye7du9OO7ungeT3jqdsIhV4yRs/o6iB7PdrnmxkOQOznldLP/v3332/a/sILLwRdT3NNe3joLJZZzWS5efNmk1d6SSrfGVLfmdRHHnnE9MbwzVyplz7QfHzooYdCej06tktn/9Q2a3t0lkzNTADnx2uZ9fvvv2c6O6mz5eqVEXQdPWvsQ2bFtjitSu1uBNzl0ksvlRUrVqR92alZs2amdZYtW2ZuSos/vezAwIED0y5xoje76PTiAwYMkFWrVvlNIe5bPnXqVDOQPn23X51s6K677jLXv9KZ4PTaoO+++67fNOFaiDZp0kSKFy9urnd67Ngx8zy9nIvuK5Quu+rVV181+1KPPfaYPPPMMxF9/YCXuCmvtJutHpDSA2LPPfec5M+f3+9xPTjl6367ZMkSueqqq2TEiBF+X1r1kgm9evUyB7e2b99uZqrUaxjqxCF6EC39lz7NK/2pX+Z0X/plUi+JoF+EQ+3Cpl9sfROE6BfSadOmRejdALzJS5mlP/U7Vbdu3Uxm6UmBN954wxSu77zzjl93ZTIrxtl9ihbu4xtA3rJly6DrjBgxImgXEH3MTsEmNfItz9hFJSUlxXr22WdN998CBQqY7jHTpk0LuO0NGzZYHTt2tC644AKrePHiVt++fa2kpKSw2nfw4EErPj7etGXjxo3n8QoBuDGvfBkUSve5L774ImD7br75ZisxMdFkVcWKFa27777b2rdvX8D96aQpN954o5nko0iRImbCj82bN4fV5nPnzlkVKlQwbVmwYMF5vnIAXsysf//736bLrU6+lj9/fvO9Sb9DLV68OOD+yKzYxRlSAAAAAIAtmGUXAAAAAGALClIAAAAAgC0oSAEAAAAAtqAgBQAAAAB4uyAdO3asxMXFydChQ7Ncb/bs2ebakQULFpSGDRvKggULcq2NAOBDZgFwEzILgFM5oiDVazROnjxZGjVqlOV6el2mPn36mGstrV27Vnr06GFuGzZsyLW2AgCZBcBNyCwATmb7ZV+OHTsmTZs2lVdeeUWeeeYZady4sfzzn/8MuG7v3r3l+PHjMn/+/LRlrVq1Ms+ZNGlSSPtLTU2V3377zVwoXI8UAohNGm16Ae2KFStKnjyRO/ZGZgGIBjILgFczK5/YbPDgwdK1a1fp0KGDCcqsrFy5Uh588EG/ZZ06dZJ58+YFfc7p06fNzWfPnj1Sr169CLQcgBvs3r1bKleuHLHtkVkAoonMAuC1zLK1IJ0xY4Z89913pitJKJKSkqRcuXJ+y/S+Lg9mzJgxMnLkyIBvXrFixc6j1QDcIDk5WRITE81R+kghswBEC5kFwKuZZVtBqkE1ZMgQWbRokRk4Hy3Dhw/3O9rne/M0JAlKIPZFqssYmQUgN5BZALyWWbYVpGvWrJH9+/ebcQ0+KSkpsmzZMnnppZdM94+8efP6Pad8+fKyb98+v2V6X5cHEx8fb24AkBNkFgA3IbMAuIVtBWn79u1l/fr1fssGDBhgphofNmxYppBUrVu3lsWLF/tNWa5H/nQ5AEQTmQVEWUqKeFqEXz+ZBUTXunXiaceOxUBBqv2NGzRo4LescOHCUqpUqbTl/fr1k0qVKpnxCUq7nrRt21aef/55M0Bfx0asXr1apkyZYstrAOAdZBYQZQEKJE+J8Osns4Douvhi8bTk5Bi7Dmkwu3btkr1796bdb9OmjUyfPt0E48UXXyzvv/++mfktY+ACgB3ILABuQmYBcALbr0Oa23SwfUJCghw5coTB9kAMi5XPeqy8DgDe+KzHyusAkHufdUefIQUAAAAAxC4KUgAAAACALShIAQAAAAC2oCAFAAAAANiCghQAAAAAYAsKUgAAAACALShIAQAAAAC2oCAFAAAAANiCghQAAAAAYAsKUgAAAACALShIAQAAAAC2oCAFAAAAANiCghQAAAAAYAsKUgAAAACALShIAQAAAAC2oCAFAAAAANiCghQAAAAAYAsKUgAAAACALShIAQAAAAC2oCAFAAAAANiCghQAAAAAYAsKUgAAAACALShIAQAAAAC2oCAFAAAAANiCghQAAAAAYAsKUgAAAACALShIAQAAAAC2oCAFAAAAANiCghQAAAAAYAsKUgAAAACALShIAQAAAAC2oCAFAAAAANiCghQAAAAAYIt89uwWAAAgnQ8+EE87ccLuFgCALShIAQCA/Xr2FE9LTra7BQBgCwpSAAAAAAjHzJniaSci16uDMaQAAAAAAFtwhhQAAAAAwnHqlHja6dMR2xQFKQAAAACEo39/Ea+Pex80KCKbossuAAAAAMAWthakEydOlEaNGkmxYsXMrXXr1vLpp58GXf/NN9+UuLg4v1vBggVztc0AvIvMAuAW5BUAt7C1y27lypVl7NixUqtWLbEsS9566y3p3r27rF27VurXrx/wORqqmzZtSruvgQkAuYHMAuAW5BUAt7C1IO3WrZvf/dGjR5sjel9//XXQsNRwLF++fC61EAD+h8wC4BbkFQC3cMwY0pSUFJkxY4YcP37cdCsJ5tixY1K1alVJTEw0R/p+/PHHLLd7+vRpSU5O9rsBQE6RWQC8nleKzALg+oJ0/fr1UqRIEYmPj5e7775b5s6dK/Xq1Qu4bu3ateWNN96QDz/8UKZNmyapqanSpk0b+fXXX4Nuf8yYMZKQkJB205AFgPNFZgFwi2jnlSKzAORUnKUDC2x05swZ2bVrlxw5ckTef/99ee2112Tp0qVBAzO9s2fPSt26daVPnz4yatSooEfu9OajR+40LHV/OlYCQGzSz7p+OYr0Z53MAuCWzIp2XikyC/Cm5Ahmlu3XIS1QoIDUrFnT/N6sWTNZtWqVjB8/XiZPnpztc/Pnzy9NmjSRLVu2BF1HjwrqDQAigcwC4BbRzitFZgFwfZfdjLSLSPojbdmNidDuKBUqVIh6uwAgEDILgFuQVwCcyNYzpMOHD5drrrlGqlSpIkePHpXp06fLkiVLZOHChebxfv36SaVKlcz4BPX0009Lq1atzNG+w4cPy7hx42Tnzp1yxx132PkyAHgEmQXALcgrAG5ha0G6f/9+E4h79+41fZD1As4alFdffbV5XMc95Mnzv5O4hw4dkjvvvFOSkpKkRIkSpvvJihUrQhoLAQA5RWYBcAvyCoBb2D6pUaxMdALAWWLlsx4rrwOANz7rsfI6AOTeZ91xY0gBAAAAAN5AQQoAAAAAsAUFKQAAAADAFhSkAAAAAABbUJACAAAAAGxBQQoAAAAAsAUFKQAAAADAFhSkAAAAAABbUJACAAAAAGxBQQoAAAAAsAUFKQAAAADAFhSkAAAAAABbUJACAAAAAGxBQQoAAAAAsAUFKQAAAADAFhSkAAAAAABbUJACAAAAAGxBQQoAAAAAsAUFKQAAAADAFhSkAAAAAABbUJACAAAAAGxBQQoAAAAAsEW+cJ+wfft2Wb58uezcuVNOnDghZcqUkSZNmkjr1q2lYMGC0WklAJynHTt2yPfff09mAXAFMguA14RckL777rsyfvx4Wb16tZQrV04qVqwohQoVkoMHD8rWrVtNSPbt21eGDRsmVatWjW6rASAbs2bNMj8bN25MZgFwPDILgFeFVJDqkbkCBQrI7bffLh988IEkJib6PX769GlZuXKlzJgxQ5o3by6vvPKK9OrVK1ptBhCK2rXFq5rs3Cl5//x9w4YNUq9ePb/HySwATqLfs/Lm/W9qkVkAvCbOsiwru5UWLlwonTp1CmmDf/zxh+lu0qxZM3Gi5ORkSUhIkCNHjkixYsX8H+zdO/MTZs7MtbYBEXXVVeJVCw8elNbFiknCl18G/qzHSmYBiAn6PUu75IbyWSezAMTaZz2kM6ShFqOqVKlS5uZKFJ+IJRUrild1qlhRks+ejf3MAhAT9HuWfrkLBZkFQLw+y267du1k5MiRmZYfOnTIPAYATnLttdeSWQBcg8wC4DUhddlNL0+ePObI3KWXXmomOipcuLBZvm/fPjMAPyUlRVxxerlTJymWP7//gx9/bFezAETpsx4XFxcbmUX3NyCmkVkA3CSSn/Xzug7pf/7zH0lKSpJWrVqZcQyupLPZaQGa/gYgJsVEZgHwDDILgJecV0FaoUIFWbp0qTRs2FBatGghS5YsiXzLACBCyCwAbkJmAfCSsAtS7Uqi4uPjZfr06TJkyBDp3LmzmYIcAJyGzALgJmQWAK8JaZbd9DIOOX388celbt260r9//0i2C8g9Ycwi7SoLF9rdAkcgswC4CZkFwGvCLki3b98upUuX9lvWs2dPqV27tqxZsyaSbQNyx4UX2t0CRNEPP/xAZgFuUK6ceFpqqvlBZgHwmrAL0qpVqwZc3qBBA3MDACepUqWKmR08IzILgBORWQC8JuSC9IYbbghpvTlz5uSkPUDuq17d7hYgCvr27Zv2M3/GSzylQ2YBDlG2rHhZ3507//uTzALgMSEXpHqdmfR0oH23bt2kaNGi0WgXkHvoshuTfJmlP/XLHZkFOFz58uJlCQcOiBw9SmYB8Jw4K+Po+RBpQK5bt06qu+zsEhdsBrwh42edzALgZGQW4DIlSoiXJVuWJBw5EpHP+nldhxQAAAAAgFyf1AgAANioQgWJSXv32t0CAAidx8e9S0qKyJEj7i9IJ06caG47duww9+vXry9PPvmkXHPNNUGfM3v2bHniiSfMc2rVqiXPPfecdOnSJRdbDcCryCw4QuXKdrcALkBeAVHm9YL03DmRrVtztyD96KOP/O6npqbK4sWLZcOGDX7Lr7vuupB3XrlyZRk7dqwJPR3K+tZbb0n37t1l7dq1JjgzWrFihfTp00fGjBkj1157rRnw36NHD/nuu++YCh2AnwULFqT9vOCCC8gsxI6KFe1uAVyQWeQVEGXLl4unJSfrzJG5O6lRoGtiZdpYXJyk6OnbHChZsqSMGzdOBg4cmOmx3r17y/Hjx2X+/Plpy1q1aiWNGzeWSZMmBdze6dOnzS39YPvExEQG2wMxTjNL401zKRgyC67UvbvEpA8/FC/LjcyKdF4pMgvwpuQITmAW8hlSPVIXTRqw2lVEw7B169YB11m5cqU8+OCDfss6deok8+bNC7pdPdI3cuTIiLcXETRkiL37Hz9eYtKECeJlh8eOlYRhw+Tw4cNR+VJEZsE2nCGNSZpV+uUuGpkVrbxSZBaylZgoMWn3brtbEDNsn9Ro/fr1JhxPnTolRYoUkblz50q9evUCrpuUlCTlypXzW6b3dXkww4cP9wtY35E7OEirVvbu/9AhiUl6TTsvS3fEPpLILNhu4kS7WwCXiHZeKTIL2fL4NYYRwYJUj65t3LhRGjZsaO5r940zZ86kPZ43b14ZNGhQSF1706tdu7Z8//335nTv+++/L/3795elS5cGDcxwxcfHmxsc7LLL7N3/r79KTPJ4QZpy6pTffTILgJNl7IobicyKdl4pMgvZolcHIlWQzpw504TjsmXLzP2HH35YihcvLvny/XcTBw4ckIIFCwYcl5CVAgUKSM2aNc3vzZo1k1WrVsn48eNl8uTJmdYtX7687Nu3z2+Z3tflAJDenG3b/O6TWQCcbM6cORHPLPIKQEwVpFOnTpXBgwf7LdOjbNWrVze/a7E6bdq0sL/cBRqrmn5wfHra7URnnBs6dGjaskWLFgUdDwF3+OQHe7v2dM3jP4NhzNi/X7xs2o8/ZlpGZgFwKs2jaGcWeQVbeHzCMkSwIP3555+lefPmQR9v27atPProoxIOHXeg18OqUqWKHD161EwxvmTJElm4cKF5vF+/flKpUiUzYF4NGTLE7Of555+Xrl27yowZM2T16tUyZcqUsPYLZ3njDXv337XDf6/RFnNmzxYv25zNtRrJLJy3Xr3s3b/HP9uxavPmzRHNLPIKQMwVpL///rvf/W3btkmpUqXS7ufPn9/M3haO/fv3m0Dcu3evmVmuUaNGJiivvvpq8/iuXbv8xkq0adPGBOrjjz9uQlmvraWzv3F9LAAZafe29MgsAF7KLPIKgFuEfB3SqlWrysSJE6VLly4BH//444/l3nvvlZ07d4pXrpmDyJg71979X3+9vftHdOhZgd27dwf9rJNZOG/Dh9u7/z/PaCG2kFkA3MSW65C2b99eRo8eHbAg1ZpWu3zoOkC4KAgRDdr1LNCYLEVmIUcuusjuFiAGkVmImk6d7N3/n93EgRwXpI899pg0bdpULrnkEnnooYfkoj//h7xp0yb5xz/+YX6+/fbboW4OAKLqr3/9q/ly165dOxk2bBiZhcj5c9ZSIJLILETNhRfa3QIgMgVpjRo1zGxrt99+u/Tu3Vvi4uLSjtrVqVNH/v3vf6dNLQ4AdvPNTHns2DEyC4DjkVkAvCrkglS1bNlSNm7caC6y/Msvv5hlOui9SZMm0WofAOTIt99+ayYHIbMQMZdfbncLEMPILEQcZ0gRK5MaxQrPDrZ/7LGcPX/06Ei1BMgVsfJZj5XX4brMywp5iCiIlc96rLwOAA6b1Gjs2LHm+lSFChXKdt1vvvnGTF2u17CCg66Hd+ut0W4J4BiaWQMGDAhpXTIrRrVsaXcLEK4+fcSrxm7cKAP+7LKbHTIrRkXz+sZcuxgO978LUGVBu+nqdOT33HOPfPrpp37XJD137pz88MMP8sorr5hrWOm4h6JFi0azzQCQbWbVr1/f/K5j38ksAE62MTlZ6i9YYH4nswB4TUhnSHVWt3Xr1slLL70kt9xyizlFmzdvXomPj5cTJ06YdXR8wx133GEmPSpYsGC02w2fevVCW69Vq2i3BHAMzayvvvpKLrvsMhk4cKAcPXqUzPKaWM68556TmHTwoHjV2xddJF+VKSOXrVpFZnlVqN/nAC9PanTxxRfLq6++KpMnTzZH6vTCzCdPnpTSpUtL48aNzU/YoEGDkFZ77/NyOdqNh3tSwaUaNmxofu7YscPcyCxvyWnmZaVPxz/EVvv3S0zycEGqGqakmJ9klkeF+H0OEK/Psqvy5MljglFviJLevUNf9+mnQ1rt0c6SIxSkcCsyy5sefTR62+5z0Q6xVawWpKtWiaclJ4skJJBZXtWokd0tAJw9hhQAAAAAANvPkCIXhDjTnjpeuXZI691xRw7aAwAuE9XM27JFbPXOO/buH0DEhfp97nwUjtqWPa5TJ/G0c+citikKUieqWTPkVQuHmDKPPXRaciY+h88HgNyT88zLQnwYwyoAIATz5kVv2337ir3uu09i0uHD4mkp/x33nmsFqU5i1KBBAzOuAefhz8lVQrZ+fcQPlN92GwUlvEMzSy9VBReLi8vZ8y0rUi0Boo7MQmpqFDf+6adiqwMHJCZ5fCI2ieAfbUgVpk41rhdhVtWrV5c//rB5hkEAyCazfDnVqFEjMguAo5FZALwspDOkxYsXl+3bt0vZsmXNVOSpUT2ME4OieNSzS5eobRpwLc0svWSC2rVrF5nlJKFO2c0ZTngImYWofp+b86vYKlbPkG7eLJ6W/N+ZwXOtIO3Zs6e0bdtWKlSoIHFxcdK8eXNzweZAtm3bFpGGxZTKlaO26VKHt4a4Yo2otQFwGs2sLn/+353McpiOHe1uAeA4ZFYMmDo1R08vdcUVEjW7domtFi2yd/9wvJAK0ilTpsgNN9wgW7Zskfvvv1/uvPNOKVq0aPRbBwDnQTOrc+fO5kueZVlkFgBHI7MAeFnIs+xqUKo1a9bIkCFDCMpwTJ4cvW1v2BDaejU4Qwpv6dChg/l5yy23kFnRNHJkeOvfemu0WgK4Gpnlcjk9wxnq97nzMWpU9LYNRECcpYfiPCQ5OVkSEhLkyJEjUqxYsZxtrH790Nb78cec7QeAvZ91Gzn+dYTbFat589DWK1HivJoDuJXjP+seex1hz/id0xlXyTx4+LPOdUhzomJFu1sAAJF3zTWhr/vRR+FtO3/+sJsDAI5HQQmcNy4sCgAAAACwBWdIc6J8efu7wF19dXTaAMC7Lroo5FX/+kh4Zzyff/482gMAkTJhQnjre2tkG2ALCtLsVK0a/LE/rxkWcTt2RGe7ABCKevVCXnXZa1FtCQBE1p+TdAJwDgrS7JQtm/v7vPPO3N8ngNjXunVo640dG/ImJ006/+YAQI799a9hrf7NTeF107gkzOYACB9jSAEAAAAAtuAMqRPPkAJANFx4YWjrtW0b8iab/fRTmI2oG+b6AJCFpk3DWr1Ikai1BMB5oiBNr2HDzMvWr7ejJQBgX0EajroUmACipH377Nd55ZWwNlm/9vk3B0B0UJCmx9lQAG7XrFnwx9asyc2WAEDO1KyZ7So7C4ZXYWYxVSUAmzCGFAAAAABgC++eIW3SRCRPhnp88+bo7GvMmPDWHz48Ou0AEPsqV7a7BQCQa9dEnjYtvE0+9tj5NwdAdHi3IC1dWiRfLr38337Lnf0A8I6LLw68/LLLcr7tcA7O1aqV8/0B8K6sxokOHZrt0yseiGxzAOQ+7xakJUqI5M+fO/uaMCF39gPAOypWDLz85Zdzvu1ffgl9XQpSANGabK1bt2yfPuDs2TB3mEvf/QCEjDGkAAAAAABbePcM6axZIsWK2d0KAAhNy5YiefP+736rVtHbV9eu0ds2AG+66qrAy9u1y9l2V68Ob/3WrXO2PwAR592CFADcpFw5/3Hvr79uZ2sAIDxVqgRe/sQTOdsuBSbgenTZBQAAAADYgjOkAOCWM6S5NREbAORUp07+vTqWL7ezNQAcjII0J3r3Dm29mTOj3RIAse611xj3DsA9KlTgIBqAkFCQ5sT+/Xa3AABC99xzoa03bFi0WwIg1r35Zs4Pon36afbrXHNNzvYBwNtjSMeMGSMtWrSQokWLStmyZaVHjx6yadOmLJ/z5ptvSlxcnN+tYMGCudZmAN5EXgFwEzILgFvYeoZ06dKlMnjwYBOY586dk0cffVQ6duwoGzdulMKFCwd9XrFixfxCVQPTFl98Yc9+AeQ61+eV2rXLvn0DyFUxkVlbtti3bwDeKEg/++yzTEfm9CjemjVr5Iorrgj6PA3H8uXLh7SP06dPm5tPcnJyDloMwKtyI6+inlkvvxy5bQFwtJjIrPvui9y2ADiWoy77cuTIEfOzZMmSWa537NgxqVq1qiQmJkr37t3lxx9/zLLLSkJCQtpNnxOWbt2C3wB4VjTyKiKZBQABkFkAnCrOsixLHCA1NVWuu+46OXz4sHz55ZdB11u5cqVs3rxZGjVqZML1H//4hyxbtswEZuXKlUM6cqdhqc/VbinZyqrw/PjjEF4ZADvoZ12/HIX8WXdAXkUkswC4EpkFwKuZ5ZiCdNCgQfLpp5+aoAwWeoGcPXtW6tatK3369JFRo0ZF/s1r3Tr4YytXhtxOALHz5S638uq8Xsdf/xr8seefD7mtAHKXZzMrq6EEgweH3FYA7s0sR1z25d5775X58+ebo3DhBKXKnz+/NGnSRLZEa+A7RScAt+SV+u236G0bgOs4PrN+/TV62wbgCrYWpHpy9r777pO5c+fKkiVLpFq1amFvIyUlRdavXy9dunTJeYPats28bOnSnG8XgOs5Lq+Cee+96G0bgGu4JrPGjInetgG4gq0FqU5HPn36dPnwww/NdbKSkpLMcj39W6hQIfN7v379pFKlSmbQvHr66aelVatWUrNmTTMWYty4cbJz506544477HwpAGIceQXATcgsAG5ha0E6ceJE8/PKK6/0Wz516lS5/fbbze+7du2SPHn+NxnwoUOH5M477zTBWqJECWnWrJmsWLFC6tWrl/MGHTiQ820AiEmOy6vbbgu8/J13cr5tAK7nuMx67LHAy0ePzvm2AbiaYyY1ioVJAwA4R6x81oO+jquvDvyERYtyrW0AIifmM6t//8BPeOutXGsbgMiJuUmNbKFHDPPm9V+2apVdrQGA8FB4AnATCk8AQfyvnwYAAAAAALnIu2dI//hDJN24CQBwtJtu0msw/O/+xx/b2RoAyNp994kUKPC/+6++amdrADiYdwvS9etFXDxGA4DH7N+feZgBADjV3r3+B9EAIAhOEQIAAAAAbOHdM6QA4CZLltCrA4B7vP8+mQUgJJwhBQAAAADYgoIUAAAAAGALClIAAAAAgC0oSAEAAAAAtqAgBQAAAADYgoIUAAAAAGALClIAAAAAgC0oSAEAAAAAtqAgBQAAAADYgoIUAAAAAGALClIAAAAAgC0oSAEAAAAAtqAgBQAAAADYgoIUAAAAAGALClIAAAAAgC0oSAEAAAAAtqAgBQAAAADYgoIUAAAAAGALClIAAAAAgC0oSAEAAAAAtqAgBQAAAADYgoIUAAAAAGALClIAAAAAgC0oSAEAAAAAtqAgBQAAAADYgoIUAAAAAGALClIAAAAAgC0oSAEAAAAAtqAgBQAAAADYgoIUAAAAAGALClIAAAAAgC0oSAEAAAAAtqAgBQAAAAB4ryAdM2aMtGjRQooWLSply5aVHj16yKZNm7J93uzZs6VOnTpSsGBBadiwoSxYsCBX2gvAu8grAG5CZgFwC1sL0qVLl8rgwYPl66+/lkWLFsnZs2elY8eOcvz48aDPWbFihfTp00cGDhwoa9euNQGrtw0bNuRq2wF4C3kFwE3ILABuEWdZliUO8fvvv5ujeBqiV1xxRcB1evfubcJ0/vz5actatWoljRs3lkmTJmW7j+TkZElISJAjR45IsWLFItp+AM4R7c96buSVIrMAbyCzALhJJD/rjhpDqi9IlSxZMug6K1eulA4dOvgt69Spk1keyOnTp80blv4GAE7MK0VmAYgGMguAU+UTh0hNTZWhQ4fKpZdeKg0aNAi6XlJSkpQrV85vmd7X5cHGUIwcOTLTcgITiG2+z3g0OoFEK68UmQV4E5kFwKuZ5ZiCVMc56BiFL7/8MqLbHT58uDz44INp9/fs2SP16tWTxMTEiO4HgDMdPXrUdClxQ14pMgvwNjILgNcyyxEF6b333mvGKyxbtkwqV66c5brly5eXffv2+S3T+7o8kPj4eHPzKVKkiOzevdvMOqdvoAam3nf6OAc9CkFbI4+2xm579YidfsYrVqzomrxSZFbuo63RQVvDQ2bZywl/A6GirdFBW+3LLFsLUn0h9913n8ydO1eWLFki1apVy/Y5rVu3lsWLF5uuJz46e5wuD0WePHnSAjkuLs781H9Ip//h+dDW6KCtsdneSJ5lsCOvFJmVe2hrdNDW0JFZ9qOt0UFbY7OtCRHKLFsLUu1CMn36dPnwww/NkTTfGAV9cYUKFTK/9+vXTypVqmTGKKghQ4ZI27Zt5fnnn5euXbvKjBkzZPXq1TJlyhQ7XwqAGEdeAXATMguAW9g6y+7EiRPNrG9XXnmlVKhQIe02c+bMtHV27dole/fuTbvfpk0bE7AajhdffLG8//77Mm/evCwH6QNATpFXANyEzALgFrZ32c2OdjPJqFevXuaWUzrmYcSIEX5jH5yKtkYHbY0et7XX6XnltveUtkYHbY0ON7U1VGRWeGhrdNDW6Ih3UVtDEWdFY35xAAAAAACc3GUXAAAAAOBdFKQAAAAAAFtQkAIAAAAAbEFBCgAAAACwhWcL0pdfflkuvPBCKViwoFxyySXy7bffihPptcFatGhhriFWtmxZ6dGjh2zatEmcbuzYseaC2Okvru00e/bskVtvvVVKlSplrsnWsGFDc701p0lJSZEnnnjCXNRc21mjRg0ZNWpUSDMoRtuyZcukW7duUrFiRfPvrZcHSE/b+OSTT5pLDWjbO3ToIJs3b7atvW7mhsxya14pMityyCwoMiu6yKzIIbPs58mCVK/B9eCDD5rpkr/77jtzra1OnTrJ/v37xWmWLl1qLm799ddfy6JFi+Ts2bPSsWNHOX78uDjVqlWrZPLkydKoUSNxqkOHDsmll14q+fPnl08//VQ2btxoLgReokQJcZrnnnvOXE/upZdekp9++snc//vf/y4TJkywu2nm71A/P/rFIxBt57/+9S+ZNGmSfPPNN1K4cGHzWTt16lSut9XN3JJZbswrRWZFFpkFMiu6yKzIIrMcwPKgli1bWoMHD067n5KSYlWsWNEaM2aM5XT79+/XwzXW0qVLLSc6evSoVatWLWvRokVW27ZtrSFDhlhONGzYMOuyyy6z3KBr167WX/7yF79lN9xwg9W3b1/LSfTvcu7cuWn3U1NTrfLly1vjxo1LW3b48GErPj7eeu+992xqpTu5NbOcnleKzIo8MgtkVvSQWZFHZtnPc2dIz5w5I2vWrDGntH3y5Mlj7q9cuVKc7siRI+ZnyZIlxYn0SGPXrl393l8n+uijj6R58+bm4t/aTadJkyby6quvihO1adNGFi9eLL/88ou5v27dOvnyyy/lmmuuESfbvn27JCUl+f0tJCQkmK5bbvisOYWbM8vpeaXIrMgjs7yNzIouMivyyCz75ROPOXDggOkrXq5cOb/lev/nn38WJ0tNTTVjBbQLRIMGDcRpZsyYYbrmaFcSp9u2bZvpnqFdih599FHT5vvvv18KFCgg/fv3Fyd55JFHJDk5WerUqSN58+Y1f7+jR4+Wvn37ipNpSKpAnzXfY4jdzHJ6XikyKzrILG8js6KHzIoOMst+nitI3UyPim3YsMEctXGa3bt3y5AhQ8wYDJ3AwOn0fzx65O7ZZ5819/XInb632gffaUE5a9Yseffdd2X69OlSv359+f77783/NHWAu9PaCrghrxSZFT1kFtyIzIosMgvh8FyX3dKlS5ujH/v27fNbrvfLly8vTnXvvffK/Pnz5YsvvpDKlSuL02j3HJ2soGnTppIvXz5z08kCdKC1/q5Hm5xEZyOrV6+e37K6devKrl27xGkefvhhc/Tu5ptvNjPU3XbbbfLAAw+Y2QGdzPd5cttnzWncmFlOzytFZkUPmeVtZFZ0kFnRQ2bZz3MFqXYVaNasmekrnv4ojt5v3bq1OI2OYdagnDt3rnz++edmSmonat++vaxfv94cVfLd9MiYdnfQ3/V/Tk6iXXIyTu2uYweqVq0qTnPixAkz/iY9fT/179bJ9G9VAzH9Z027xOgscE78rDmVmzLLLXmlyKzoIbO8jcyKDjIresgsB7A8aMaMGWYGqjfffNPauHGjddddd1nFixe3kpKSLKcZNGiQlZCQYC1ZssTau3dv2u3EiROW0zl59rdvv/3WypcvnzV69Ghr8+bN1rvvvmtdcMEF1rRp0yyn6d+/v1WpUiVr/vz51vbt2605c+ZYpUuXtv72t785Yra/tWvXmpvGyQsvvGB+37lzp3l87Nix5rP14YcfWj/88IPVvXt3q1q1atbJkyftbrqruCWz3JxXisyKDDILZFbuILMig8yynycLUjVhwgSrSpUqVoECBcz05F9//bXlRPrHF+g2depUy+mcHJTq448/tho0aGD+p1mnTh1rypQplhMlJyeb91H/XgsWLGhVr17deuyxx6zTp0/b3TTriy++CPj3qeHum5L8iSeesMqVK2fe5/bt21ubNm2yu9mu5IbMcnNeKTIrMsgsKDIr+sisyCCz7Ben/7H7LC0AAAAAwHs8N4YUAAAAAOAMFKQAAAAAAFtQkAIAAAAAbEFBCgAAAACwBQUpAAAAAMAWFKQAAAAAAFtQkAIAAAAAbEFBCgAAAACwBQUpPOn111+Xjh07hvWcAwcOSNmyZeXXX3+NWrsAIBAyC4CbkFkIBwUpHKdbt27SuXPngI8tX75c4uLi5IcffpB169ZJnz59JDExUQoVKiR169aV8ePHZ7v9U6dOyRNPPCEjRoww9++77z7z3EB27dolefPmlY8++khKly4t/fr1S3seACgyC4CbkFlwHAtwmLlz51p58uSxdu/enemxAQMGWM2bNze/v/7669b9999vLVmyxNq6dav1zjvvWIUKFbImTJiQ5fZ1vdq1a6fdX7t2raUfha+++irTuiNHjrTKly9vnT171tzfsGGDFR8fb/3xxx8ReKUAYgGZBcBNyCw4DQUpHEdDqVy5ctaoUaP8lh89etQqUqSINXHixKDPveeee6yrrroqy+137drVeuihh/yWNW3a1Bo4cKDfstTUVKtatWrWsGHD/Jbrstdeey2MVwQglpFZANyEzILT0GUXjpMvXz7TZePNN9/UAyZpy2fPni0pKSmm+0gwR44ckZIlS2a5/S+//FKaN2/ut2zgwIEya9YsOX78eNqyJUuWyPbt2+Uvf/mL37otW7Y0XVoAQJFZANyEzILTUJDCkTSctm7dKkuXLk1bNnXqVOnZs6ckJCQEfM6KFStk5syZctdddwXd7uHDh02YVqxY0W/5LbfcImfPnjVhnH5/l112mVx00UV+6+pzd+7cmYNXByDWkFkA3ITMgpNQkMKR6tSpI23atJE33njD3N+yZYs5WqZH2ALZsGGDdO/e3QyEz2pWt5MnT5qfBQsW9FtevHhxueGGG9L2l5ycLB988EHA/enA/hMnTuTo9QGILWQWADchs+AkFKRwLA0pDaujR4+ao2g1atSQtm3bZlpv48aN0r59e3PE7vHHH89ym6VKlTKzxx06dCjg/jSMNZT1CKDO+tarV69M6x08eFDKlCmTw1cHINaQWQDchMyCU1CQwrFuuukmyZMnj0yfPl3efvtt071EQy69H3/8Ua666irp37+/jB49OtttFihQQOrVq2fCNSPdTrVq1Uwo6+3mm2+WwoULBzxK2KRJkxy+OgCxhswC4CZkFhzD7lmVgKzojGwlSpSw8ubNa+3Zs8fvsfXr11tlypSxbr31Vmvv3r1pt/3792e5zQcffNDq2bNnwMd0xjndn340vv7660yPHz9+3Ex5vmzZshy+MgCxiMwC4CZkFpyAghSOtmLFChNaXbp0yfTYiBEjzGMZb1WrVs1ymz/++KMJu8OHD2d6TK/Jpdfmql+/fsDnTp8+3e/aWgCQHpkFwE3ILDhBnP7H7rO0QG7TMQtNmzaV4cOHh/W8Vq1ayf33329miwOA3EJmAXATMgvhYAwpPGncuHFSpEiRsJ5z4MABM0NcVtfnAoBoILMAuAmZhXBwhhQAAAAAYAvOkAIAAAAAbEFBCgAAAACwBQUpAAAAAMAWFKQAAAAAAFtQkAIAAAAAbEFBCgAAAACwBQUpAAAAAMAWFKTI1nXXXScXXHCBHD16NOg6ffv2lQIFCsgff/xh7s+cOVNuvfVWqVWrlsTFxcmVV14pdtD26MWZr7jiCilTpowUL15cWrVqZdoXjtdff13q1q0rBQsWNK9pwoQJAdfbs2eP3HTTTWY/xYoVk+7du8u2bduy3PZ3331n3qPHH3886DqbN2826zz44INhtRvwGjfnVaTb8uWXX5pt6E0vOJ8ReQXYz+2ZpT766CNp2rSp+Y5UpUoVGTFihJw7dy6k527ZskVuvPFGKVGihHkfLrvsMvniiy8CrvvTTz9J586dpUiRIlKyZEm57bbb5Pfff89y+3PmzDHv0WuvvRZ0nUWLFpl1/vWvf4XUZkSBBWRjxowZlv6pvPXWWwEfP378uFW4cGGrW7duacvatm1rFSlSxLrqqqusEiVKmPt2+Pjjj638+fNb3bt3t/75z39aL730kmmTvp4nn3wypG1MmjTJrN+zZ09rypQp1m233Wbujx071m+9o0ePWrVq1bLKli1rPffcc9YLL7xgJSYmWpUrV7YOHDiQ5T7q1KljVa9ePejjTz31lNnnmjVrQnzlgDe5Oa8i2ZaUlBSrcePG5rXq+/H777/7PU5eAc7g9sxasGCBFRcXZ9qi35Huu+8+K0+ePNbdd9+d7XN37dpllS5d2ipXrpw1evRo8z3t4osvtvLly2ctXbrUb93du3ebdWvUqGGNHz/erK+vXdc/ffp00H2cOnXKSkhIMO0L5vbbb7fy5s1r7du3L8xXj0ihIEW2Tpw4YRUtWtTq1KlTwMenT59uwlRDNX3I6BciVb9+fdvCctu2bdaOHTv8lqWmplrt2rWz4uPjrWPHjmX72kuVKmV17drVb3nfvn3N/yAOHjyYtky/1On78O2336Yt++mnn0zIDR8+PMv9jBo1yjx35cqVAR+vXbu2+RIIIHbzKpJtmThxosmuIUOGBCxIySvAGdyeWfXq1TNF4dmzZ9OWPfbYY6ZI1UzJyj333GOKz59//tmvANeDY02bNvVbd9CgQVahQoWsnTt3pi1btGiReW8mT56c5X4GDhxoiuQ9e/ZkeuzkyZOmYO3cuXNIrxfRQZddZKtQoUJyww03yOLFi2X//v2ZHp8+fboULVrUdDvxSUxMlDx57P/zqlatmlStWtVvmXbL6NGjh5w+fTrb7mnabUS7yNxzzz1+ywcPHizHjx+XTz75JG3Z+++/Ly1atDA3nzp16kj79u1l1qxZWe5Hu+P43suM1qxZI5s2bUpbB0Bs5lWk2nLw4EHTpfbpp5823XEDIa8AZ3BzZm3cuNHc7rrrLsmXL1/acv3OpCe9NGeysnz5cmnSpInUrl07bZl229XXqsMDtPu/zwcffCDXXnut6RLs06FDB7nooouyzSzt3pyamiozZszI9Jh+jzty5AiZZTP7/5rhCvpB1fEAGT/0+sVn4cKFcv3115tQjRQd7xTKTYvK85GUlGR+li5dOsv11q5da342b97cb3mzZs3M/wx8j2vQ/fDDD5nWUy1btpStW7dmOT5EC+c2bdqY9zclJcXvMd+XvltuuSXk1wd4WazlVbieeOIJKV++vPzf//1fwMfJK8BZ3JpZwb4jVaxYUSpXrpz2eDC6/UCvS4tS3wEu33h3LdaDZVZ2+9F5RLQ9gQ6i6TLdn56ogH0oSBGSdu3aSYUKFTJ9mGfPni1nz56N+JElnYAolNt7770X9rY14HVw++WXX25eU1b27t0refPmlbJly/ot18kFSpUqJb/99lvaNjVYA23Pt8y3bjD6Hu7bt88cJU3/xVEnL2jdurVUr149rNcJeFUs5VW4tNCcPHmyvPDCCya7AiGvAGdxa2bpdyQVLEuyyxE9M6qZlfEAmE7I5itEQ9mPL9OC0RMIffr0MQXuL7/8krY8OTlZFixYYCZ004mSYJ//nV8HsqBfbG6++WZ58cUXZceOHXLhhRea5Rqe5cqVM928IklnPAtF/fr1w9qufmHSYD98+HDQmXLTO3nypCk+A9HZ5PRx33oqPj4+4Hrp1wmmd+/eMnToUPOeduzY0SxbunSpCeThw4eH8OoAxFJenY/7779frrnmmrQMCYS8ApzFrZmVXZZowZeVQYMGyccff2zyZPTo0VK4cGF55ZVXZPXq1X7bDzWzAj2evtuuXnVB39OnnnoqrRvwqVOn6K7rABSkCJl+YDUs9cP86KOPyq+//mr6/+sXoGBH4s+XjguIhvvuu08+++wzefvtt+Xiiy/Odn3tSnLmzJmAj2mI+bqa+H4GOkKn66VfJxg949qpUyeZO3euTJo0yYSsvtc6LkMvzQDAW3kVLj07uWLFCtmwYUOW65FXgPO4MbOyy5LsckQPnunJgUceecRcNkbVrFnTFKd/+9vf0s5aRiKzGjVqJA0aNDBnfX0Fqb7XOnRLswz2ossuQqbjJnXSC18XDv2pg9ajcWRJx3iGcsvuKH56I0eONEfexo4da65dFQrtCqJjpDJONKBFqk52pOMklF4PS4/M+bqVpOdb5ls3K3oET48ozp8/3+xDj97p2QftOgPAO3l1Ph5++GHp1auX6dWhZ1n0pr1B1O7du9O6z5FXgPO4MbN8XWiDZUkoOXLvvfea7v96ME3PjP7888+SkJBgHtMJi0LZjy/TQsks7bKr+9HXpxNX6gG09BMywSZRmr0XMco33f+6devMNe70OnbZOZ8pyXUfodymTp0a0vb0+qO6/tChQ8Nqx/z5883zPvnkE7/lX331lVn+9ttvpy1r3ry51aJFi0zbuPrqq7O8Zl+g6d+vv/56a968eWYf7777blhtBuDuvDrftmS3f700gw95BTiP2zJrw4YNZr2XX37Zb7leXkWXP/3009b56NWrl7nEy+HDh9OWlSlTxizP6KKLLjKX8guFXjJGL0fzwAMPmGueahv1+xzsxyEBhEWP1OkMjk8++aR8//33ad0eIi2SY7K0G5t2edG260QfwZw4cUJ27dplum/4Zt/ViQb0yNvEiROlS5cuaevqfZ2VrWvXrmnLbrzxRtPtRI+8+WaC08sffP755/LQQw+F9Hq0y4nOpqdt1vboeAodbA/AG3kVqkB5pd1nM9LLHGie6DAFnWXSh7wCnMdtmaWP61ndKVOmmFm9fV2L9TuSXmJPc8ZHL62iZzP1bKfvDGggeqZ0zpw5Znxp+vV69uwpb731luntoZe9UTqpmp7xfOCBB0J6PXrJGJ3QUjNLz976ZgyH/eK0KrW7EXCXSy+91ASG0mtEaX//jJYtW2ZuSscHaPE2cODAtOm39ZYbvv32WxM+GmrPPfec5M+f3+9xDSLfbJBLliyRq666SkaMGOH3PwHt5qvXHdVg1XEGOqZDv9zpGAcd5+Gjs8Tp9bT0p36h031pAaxdfvV/LKF2Y9P/UfgmCdH/OU2bNi1C7wbgPW7Kq3DaEiyvMtLHdLjC77//7neZK/IKcCa3ZZZ22dfrhmoe6cRMOob9pZdeMu3RQtXnzTfflAEDBsjUqVPl9ttvN8t27txpuszq8/VSVT/++KMZk65Frk6Sptdf9dFCVDNLr608ZMgQOXbsmJmkSA+0rVq1KqQuu+rVV181101Vjz32mDzzzDMRf09wHuw+RQv30a4Z+qfTsmXLoOuMGDEiaBcQfSy3aHeTULujfPHFF0HbN2XKFKt27dpWgQIFrBo1algvvviilZqammm93bt3WzfeeKNVrFgxq0iRIta1115rbd68Oaw2nzt3zqpQoYJpy4IFC87zlQNwW16F05as8irQ9n7//fdMj5FXgPO4LbPU3LlzTRfj+Ph4q3Llytbjjz9unTlzJuD3sfTfuw4ePGh1797dKl++vPl+Va1aNWvYsGFWcnJy0C7CHTt2tC644AKrePHiVt++fa2kpKSw2qr71HZqWzZu3HierxiRxhlSAAAAAIAtmGUXAAAAAGALClIAAAAAgC0oSAEAAAAAtqAgBQAAAAB4uyAdO3asuWbR0KFDs1xv9uzZZjroggULSsOGDWXBggW51kYA8CGzALgJmQXAqRxRkOr1gyZPniyNGjXKcj29LlOfPn3MtY3Wrl0rPXr0MDe95hEA5BYyC4CbkFkAnMz2y77ohW2bNm0qr7zyirk4bePGjeWf//xnwHV79+4tx48fNxfh9WnVqpV5jl5IN5DTp0+bm09qaqocPHhQSpUqZY4UAohNGm1Hjx6VihUrSp48kTv2RmYBiAYyC4BnM8uyWb9+/ayhQ4ea39u2bWsNGTIk6LqJiYnWiy++6LfsySeftBo1anReFw/mxo1b7N92794dwcQis7hx4xbdG5nFjRs38Vhm5RMbzZgxQ7777jvTlSQUSUlJUq5cOb9lel+XBzN8+HB58MEH0+4fOXJEqlSpIrt375ZixYrloPUAnCw5OVkSExOlaNGiEdsmmQUgWsgsAF7NLNsKUg2qIUOGyKJFi8zA+WiJj483t4w0JAlKIPZFqssYmQUgN5BZALyWWbYVpGvWrJH9+/ebcQ0+KSkpsmzZMnnppZfMeIS8efP6Pad8+fKyb98+v2V6X5cDQDSRWQDchMwC4Ba2zbLbvn17Wb9+vXz//fdpt+bNm0vfvn3N7xlDUrVu3VoWL17st0yP/OlyAIgmMguAm5BZANzCtjOk2t+4QYMGfssKFy5sZmXzLe/Xr59UqlRJxowZY+5r15O2bdvK888/L127djVjI1avXi1Tpkyx5TUA8A4yC4iuNWvE044di+z2yCwguu68UzztzJnIbcvWSY2ys2vXLr9phNu0aSPTp0+Xxx9/XB599FGpVauWzJs3L1PgAoAdyCzg/DVrJp6WnJz7+ySzgPP36qsiXs+st9+OkeuQ2jEjVEJCgpkFjsH2QOyKlc96rLwOAN74rMfK6wCQe59128aQAgAAAAC8jYIUAAAAAGALClIAAAAAgC0oSAEAAAAAtqAgBQAAAADYgoIUAAAAAGALClIAAAAAgC0oSAEAAAAAtqAgBQAAAADYgoIUAAAAAGALClIAAAAAgC0oSAEAAAAAtqAgBQAAAADYgoIUAAAAAGALClIAAAAAgC0oSAEAAAAAtqAgBQAAAADYgoIUAAAAAGALClIAAAAAgC0oSAEAAAAAtqAgBQAAAADYgoIUAAAAAGALClIAAAAAgC0oSAEAAAAAtqAgBQAAAADYgoIUAAAAAGALClIAAAAAgC0oSAEAAAAAtqAgBQAAAADYgoIUAAAAAGALClIAAAAAgC0oSAEAAAAAtqAgBQAAAADYgoIUAAAAAGALClIAAAAAgC0oSAEAAAAAtqAgBQAAAADYgoIUAAAAAGALClIAAAAAgC3yiY0mTpxobjt27DD369evL08++aRcc801Add/8803ZcCAAX7L4uPj5dSpU7nSXsBVJk8WTzt5MuKbJLMAuAV5BcAtbC1IK1euLGPHjpVatWqJZVny1ltvSffu3WXt2rUmOAMpVqyYbNq0Ke1+XFxcLrYYgJeRWQDcgrwC4Ba2FqTdunXzuz969GhzNO/rr78OGpYajuXLl8+lFgLA/5BZANyCvALgFrYWpOmlpKTI7Nmz5fjx49K6deug6x07dkyqVq0qqamp0rRpU3n22WeDBqs6ffq0ufkkJydHvO2AI/3f/4mn6Wf9gQeitnkyC4BbRCuvFJkFwPWTGq1fv16KFClixincfffdMnfuXKlXr17AdWvXri1vvPGGfPjhhzJt2jQTmG3atJFff/016PbHjBkjCQkJabfExMQovhoAsY7MAuAW0c4rRWYByKk4SwcW2OjMmTOya9cuOXLkiLz//vvy2muvydKlS4MGZnpnz56VunXrSp8+fWTUqFEhH7nTsNT96VgJALFJP+v65SjSn3UyC4BbMivaeaXILMCbkiOYWbZ32S1QoIDUrFnT/N6sWTNZtWqVjB8/XiaHMENo/vz5pUmTJrJly5ag6+hRQb0BQCSQWUCUjBsnnhaF2WyjnVeKzALg+i67GWkXkfRH2rIbE6HdUSpUqBD1dgFAIGQWECGpqdyi/haTVwCcx9YzpMOHDzfXw6pSpYocPXpUpk+fLkuWLJGFCxeax/v16yeVKlUy4xPU008/La1atTJH+w4fPizjxo2TnTt3yh133GHnywDgEWQWEEXDhomn6WRATz0Vsc2RVwDcwtaCdP/+/SYQ9+7da/ogN2rUyATl1VdfbR7XcQ958vzvJO6hQ4fkzjvvlKSkJClRooTpfrJixYqQxkIAQE6RWQDcgrwC4Ba2T2oUKxOdAHCWWPmsx8rrAOCNz3qsvA4gWx7v1ZF8+rQkjB8fG5MaAQAAAICrXHCBeFqeyE1FREEKAICbDB8uMenPsYwA4AojRoh4fdz72LGxOcsuAAAAAMAbOEMKAICbFChgdwsAAIgYClIAANxk5Ei7WwAAQMRQkAIAAACIjttuk5j0zjt2tyBmMIYUAAAAAGALzpACAAAAiI7Spe1uARyOghQAAABAdBw7ZncL4HB02QUAAAAA2IIzpAAAAACi49VX7W4BHI4zpAAAAAAAW1CQAgAAAABsQUEKAAAAALAFBSkAAAAAwBYUpAAAAAAAW1CQAgAAAABsQUEKAAAAALAFBSkAAAAAwBYUpAAAAAAAW1CQAgAAAABsQUEKAAAAALBFvnCfsH37dlm+fLns3LlTTpw4IWXKlJEmTZpI69atpWDBgtFpJQCcpx07dsj3339PZgFwBTILgNeEXJC+++67Mn78eFm9erWUK1dOKlasKIUKFZKDBw/K1q1bTUj27dtXhg0bJlWrVo1uqwEgG7NmzTI/GzduTGYBcDwyC4BXhVSQ6pG5AgUKyO233y4ffPCBJCYm+j1++vRpWblypcyYMUOaN28ur7zyivTq1StabQaAbDMrb9685vcNGzZIvXr1/B4nswA4CZkFwMviLMuysltp4cKF0qlTp5A2+Mcff5juJs2aNRMnSk5OloSEBDly5IgUK1bM7uYAiALNLO3eFspnncwCYDcyC4DbRPKzHlJBGksISsAbYuWzHiuvA4A3Puux8joA5N5nPexZdtu1aycjR47MtPzQoUPmMQBwkmuvvZbMAuAaZBYArwl7lt0lS5bI+vXrZe3atWaio8KFC5vlZ86ckaVLl0ajjQBw3r788kv56aefyCwArkBmAfCa87oO6X/+8x9JSkqSVq1amXEMAOBkZBYANyGzAHjJeRWkFSpUMEfpGjZsKC1atDBnTQHAqcgsAG5CZgHwkrAL0ri4OPMzPj5epk+fLkOGDJHOnTubKcgBwGnILABuQmYB8Jqwx5BmnJT38ccfl7p160r//v0j2S4AiAgyC4CbkFkAvCbsgnT79u1SunRpv2U9e/aU2rVry5o1ayLZNgDIsR9++IHMAuAaZBYAr+E6pABiUqx81mPldQDwxmc9Vl4HgNz7rId8hvSGG24Iab05c+bkpD0AEBF9+/ZN+5k/f/6g65FZAJyAzALgVSFPaqQVcPrbJ598Inny5Mm0HACcwJdHZBYANyCzAHjVeXfZLVq0qKxbt06qV68ubkJXEsAbMn7WySwATkZmAfDqZ/28rkMKAAAAAEBOUZACAAAAALxXkE6cOFEaNWpkTvPqrXXr1vLpp59m+ZzZs2dLnTp1pGDBgtKwYUNZsGBBrrUXgLeRWQDcgrwC4BYhz7L70Ucf+d1PTU2VxYsXy4YNG/yWX3fddSHvvHLlyjJ27FipVauWuRD0W2+9Jd27d5e1a9dK/fr1M62/YsUK6dOnj4wZM0auvfZamT59uvTo0UO+++47adCgQcj7BRD7fF+k9OcFF1xAZgHwVGaRVwBiblIjnekt243FxUlKSkqOGlSyZEkZN26cDBw4MNNjvXv3luPHj8v8+fPTlrVq1UoaN24skyZNCmn7DLYHvEEzS+NNcykYMguAlzIr2nmlyCzAG5LtmNRIj9Rld8tJSOpzZ8yYYcJQu5UEsnLlSunQoYPfsk6dOpnlwZw+fdq8YelvAGLf4cOH036SWQC8nFnRyitFZgFw/aRG69evlyJFikh8fLzcfffdMnfuXKlXr17AdZOSkqRcuXJ+y/S+Lg9Gu56kv35XYmJixF8DAO8gswC4RbTzSpFZAHJtDKkeXdu4caMZ5K60+8aZM2fSHs+bN68MGjQopK696dWuXVu+//57c7r3/fffl/79+8vSpUuDBma4hg8fLg8++GDafT1yR1jCE6pWFS/LeCaBzALgtcyKdl4pMgtArhWkM2fONOG4bNkyc//hhx+W4sWLS758/93EgQMHzKxsgcYlZKVAgQJSs2ZN83uzZs1k1apVMn78eJk8eXKmdcuXLy/79u3zW6b3dXkwelRQb4DnlC4tXjbnwAG/+2QWACebM2dOxDMr2nmlyCwAORXyYbapU6fK4MGD/ZbpUbbt27ebmw6SnzZtWo4bpGMkdDxCIDruQWecS2/RokVBx0MA8K5pBw9mWkZmAXCqQHkU6cwirwC4+gzpzz//LM2bNw/6eNu2beXRRx8Nu5vHNddcI1WqVJGjR4+aKcaXLFkiCxcuNI/369dPKlWqZMYnqCFDhpj9PP/889K1a1czQH/16tUyZcqUsPYLeMKaNXa3wFabK1cWOXYs6ONkFgAn2bx5c5aPh5tZ5BWAmCtIf//9d7/727Ztk1KlSqXdz58/v5m9LRz79+83gbh3714zEF4v4KxBefXVV5vHd+3a5TdWok2bNiZQH3/8cRPKem2tefPmcX0s5EysjnXZvVu8TLu3pUdmAfBSZpFXAGLuOqRVq1aViRMnSpcuXQI+/vHHH8u9994rO3fuFCfj+ljIpEULiUmrVomX6VmB3bt3B/2sk1kAnITMAuAmtlyHtH379jJ69OiAj2lNq10+dB0AcALtehYMmQXAacgsAF4V8hnSrVu3StOmTaVOnTry0EMPyUUXXWSWb9q0Sf7xj3+Yn2vWrEmbzc2pOHKHTLp2lZj0ySfiZXqpgyZNmpiZJYcNG0ZmAXA0MguAm0Tysx7yGNIaNWqY2dZuv/126d27t8TFxZnlWs9qkfrvf//b8SEJBOTxwi1WVa9e3fw8duwYmQW4Qe3a4mXV/7wOKZkFwGtCLkhVy5YtZePGjeYo3i+//GKW6aB3PaIHAE707bffmslByCzA4UqWFE87d878ILMAeE1YBalP48aNzQ0A3IDMAuAmZBYALwmpIB07dqy5PlWhQoWyXfebb74xU5frNayAkNh90e2VK+3dPyJOM2vAgAEhrUtmwXXKlZOYtG+fiNczq3z5bNclswB4siDVbro6HXmvXr2kW7du0rx5cylTpox57Ny5c+bxL7/8UqZNmya//fabvP3229FuN2JJ5cp2twAxRjOpfv365ncd+37FFVeQWYgdpUvb3QJEGJkFwMtCnmV33bp18tJLL8n7779vZlXKmzevxMfHy4kTJ8zjOr7hjjvuMJMeFSxYUJyK2d8c6IEH7N3/iy/au39ExVdffSWXXXaZ+bwfPXqUzELsuOoqiUlffCFeRmYBcBNbZtm9+OKL5dVXX5XJkyfLDz/8YC7MfPLkSSldurQZ56A/AcApGjZsaH7u2LHD3MgsAE5GZgHwqpDPkMYKjtwB3hArn/VYeR0AvPFZj5XXAWTL45eqSk5JkYStW3P3DCk8rnfv6G175szobRsAIq1GDXv3v3WrvfsHAIgULy6elvLfaydHAgUpQlO9ut0tAABnqFjR7hYAgHskJkpMqldPPO3cf6+dHAl5IrYlAAAAAAAifYZUJzFq0KCB5MlD/epZNWva3QIgZJpZeqkqICpCuFYkEA4yCzGtZEmJSQsXiqclJ4skJOReQapTje/du1fKli0r1atXl1WrVkmpUqUi0gC4xMCBdrcACJlm1i+//GJ+b9SokaxZs4bM8po/ZyyNivXro7dteBKZhZjGDNHIRkinPIsXLy7bt283v+tU5KmpqaE8DQBsoZmll0xQu3btIrMAOBqZBcDLQjpD2rNnT2nbtq1UqFBB4uLipHnz5uaCzYFs27Yt0m0EgLBoZnXp0sX8TmZ5FN0f4SJkFqKqUiV7979nj737R2wUpFOmTJEbbrhBtmzZIvfff7/ceeedUrRo0ei3DgDOg2ZW586dzZc8vdQymeVBlSvb3QIgZGQWoqpsWbtbAETmsi8alErHNQwZMoSgdJuRI3P2/BEjItUS5JZLLhEv6/Dn9bFuueUWMsuLJk+2uwVAWDp06GB+klmIOApSOFzY1yGdOnVqdFoCAFHwyiuv8MUOgGuQWQC8JuyCFC7Vpo3dLXCuXr0kJh0+LJ725xlSAAAcr3796G37xx+jt20gAihIveLKK3P2/M2bJWrmzBFbHTggMcnrBSmzVAIA3KJiRbtbANiGgtTtJkwIabW/7rgvR7t5vvMOiZqkJLHVwYMSk/btE0+L4AWbYYMhQ3L2/PHjI9USAIi+8uXtbgHg7OuQAgAAAAAQaZwhdbs/Zz/OzrJbcrifOjF8hnTdOnv3DyCzevXsbgEA5J533rG7BYBtKEhd7puDtUJab9KkHO7o/SheiPu996K3bQDO8te/hrbedddFuyUAEDmtW+fs+StXRqolgOtQkLpckSKhrVc/z08529GYMTl7PgCopk1DW69t22i3BAAi58IL7W4B4FqMIQUAAAAA2IIzpE4UFxfyqvUtK8Q16553cwAgYpo3t7sFcKrERPE0LlXlTO3bh7Zey5bRbgkQsyhInSjkIhMA3GVnwdohrVdVHGzQIHv3//XXEpO8fu1k/t/vTDVrhrYeQ5uA80ZBmhvCnbSnT59otQQAbM23adtCy7fHHpOcieaXw/37xVaxeu3kY8fsbgGQ2UUX2d0CIOYxhhQAAAAAYAvOkDroWqEA4Dph5lvFeSGuuHmz5Mhvv0nMniHdudPe/SM6kpNFEhLsbgUy4gwpEHUUpDkxalRIqz126omwNjt69Hm2BwBy2WP/KBHW+qOfOhvaiv/+RRxbkC5fHr1tA3DEd7c0T4T3HQ5A+OiyCwAAAACwBWdIc+EC73lidEJEAMgT7mHN1atDW+/nnyVHPvggZ88H4OnvbgByDwVpdgYODP7Ys8+GtIlRbQ6FudPwusABgF3XQh4V7oyvJVqHtl7rENcDgHBwLeTcV7++xKRdu8TTrMhdqoqCNLuLH3fsGHz9cuWi2hwAcLwSHEAD4B7f7Ajvu9slufVV7777orftnPY4yalYvcYwl6qKGMaQAgAAAABswRnS9KpXz7ysTh07WgIAkRfqFN4R7IYDAFEV5qUJviv5WFjrX3JJiCu+95449nJSBw6IrcId2uEWXv9/ZXLkLlVla0E6ZswYmTNnjvz8889SqFAhadOmjTz33HNSu3btoM958803ZcCAAX7L4uPj5dSpU+HtvFs3kXwZXn6HDpnX69496CZ+/NHbXecBL7E1ryLl2mvt2S+AXBcTmRWFXLsi3G++n36aO+MJY7kgPXnS3v3D8WwtSJcuXSqDBw+WFi1ayLlz5+TRRx+Vjh07ysaNG6Vw4cJBn1esWDHZtGlT2v24MCbgSFOlikiBAv7Lhg8PaxP1i+0Occ3EsLYLwHlszatwjBsX9KGFjR4OaROdLo5gewDYwjWZlUMLk8ILrE71Qv3u9qctW3KnIP3ii5w9H3AxWwvSzz77LNORubJly8qaNWvkiiuuCPo8Dcfy5cvnQgsB4L/IKwBuQmYBcAtHjSE9cuSI+VmyZMks1zt27JhUrVpVUlNTpWnTpvLss89K/SD9Yk+fPm1uPsna31lVrixSsGDOGvzdd6Gtl8gZUiDWRCOvssysjIYMCbz8ppuCbvu7ZRKSTp1CWw+Ae9ieWVES6lcxn06nvnPO7LcAjDjLcsaI3P9v706go6jSv48/CZAEWcJOWCICsoVFdiGo6MAAigjCKCLIIuA7yCqOg6AMMvwRlGEc3FBcwFEiixpRhFEGIYiAyCIQUURFQCQssgTCFpN6z70zyaSTTtIN3blVXd/POU3S1dVVt0P6l36q7r2lgu+OO+6QU6dOyfr16/Ndb+PGjbJ3715p1qyZDte//e1vsm7dOvn666+lpioyc3niiSdk6tSpeZar56puKQBCk/pQFB0dHZT3erDyqsDMuvVWKVuixP8W3HGH1+db9+d/7eSw1P98IC1UgCYpAODizArE6/Clu7C/lxQh3wDbZZZtCtIRI0bIypUrdVDmF3repKenS6NGjaRfv34ybdo0n47cxcbGUpACIS6YH+6ClVcFZtbYsVI2MrLQM6FTl7fKd/9TpvjcVABFLOQyq6gKUnt8jAVcJzWAmWWLLrujRo2S5cuX66Nw/gSlUqJECWnRooV8n8+gczU7nLoBgN3zSiGzAAQSmQXA7owWpOrk7OjRoyUxMVHWrl0rtWvX9nsbGRkZsmvXLrntttuC0kb58MOCLx0DwBWM51X9+iIlS/7vfivvZ0LDV/i/aQChx3hm+erNN/N/jLOfgCsYLUjVdOQJCQmybNkyKVOmjKSkpOjl6vSvumaWMnDgQKlRo4a+npby17/+Vdq1ayfXXnutHgsxa9Ys2b9/vwwbNiw4jfzuu+BsF4CjGM+rAQPU9RgKXW3y4wV9gLP35RsAhFBm+Vp49u595dsG4GhGC9K5c+fqrzfffLPH8vnz58vgwYP19wcOHJDw8PDsx06ePCnDhw/XwVq+fHlp1aqVbNiwQeLi4oLTyIcfDs52ATiKI/JK2bAh/8c6dAjefgHYivHMeuYZz6sZ3H+/19VWrsv/mqi33ur/bgE4j20mNQqFSQMA2EeovNf9fh2ff57/YxSkgG2FXGY98YSU9aUg3VI5321RkAL2FXKTGtmGOpqX20MPmWgJABTs5Envyyk6AdjB9deLlPrf2c/Jz3ovPKeNzyfLtPJBaBgAu6EgzenHH023AAB8k5zsffmNNxZ1SwDAe0Ga46zJ2kn5rDeNohNwu/8NHAAAAAAAoAhxhjSn554z3QIA8A1nQgHYWbFi/7n91wouSQUgH+4tSCdNUldz9lw2e7ap1gBAwdau9RiPJZ06mWwNABTohRc8J9llSg4A+XFvQfrkkz5d0w8AbOH770X+e+1AjYIUgI2N/GOGlC2bkWPJ/86WAkBOjCEFAAAAABjh3jOkAOAkw4bRqwOAc3zxhecwA8a9A8gHBSkAAAACKz6eg2gAfEKXXQAAAACAERSkAAAAAAAjKEgBAAAAAEZQkAIAAAAAjKAgBQAAAAAYQUEKAAAAADCCghQAAAAAYAQFKQAAAADACApSAAAAAIARFKQAAAAAACMoSAEAAAAARlCQAgAAAACMoCAFAAAAABhBQQoAAAAAMIKCFAAAAABgBAUpAAAAAMAIClIAAAAAgBEUpAAAAAAAIyhIAQAAAABGUJACAAAAAIygIAUAAAAAGEFBCgAAAAAwgoIUAAAAAGAEBSkAAAAAwAgKUgAAAACAERSkAAAAAAAjKEgBAAAAAEZQkAIAAAAAjKAgBQAAAAAYQUEKAAAAADCCghQAAAAA4L6CdMaMGdKmTRspU6aMVKlSRXr16iV79uwp9HlLly6Vhg0bSlRUlDRt2lRWrFhRJO0F4F7kFQAnIbMAOIXRgjQpKUlGjhwpmzZtklWrVkl6erp06dJF0tLS8n3Ohg0bpF+/fjJ06FDZvn27Dlh1S05OLtK2A3AX8gqAk5BZAJwizLIsS2zi2LFj+iieCtGbbrrJ6zp9+/bVYbp8+fLsZe3atZPmzZvLSy+9VOg+UlNTJTo6Wk6fPi1ly5YNaPsB2Eew3+tFkVcKmQW4A5kFwEkC+V631RhS9YKUChUq5LvOxo0bpXPnzh7Lunbtqpd7c/HiRf0Dy3kDADvmlUJmAQgGMguAXRUXm8jMzJRx48ZJhw4dpEmTJvmul5KSIlWrVvVYpu6r5fmNoZg6dWqe5QQmENqy3uPB6AQSrLxSyCzAncgsAG7NLNsUpGqcgxqjsH79+oBud+LEiTJ+/Pjs+4cOHZK4uDiJjY0N6H4A2NOZM2d0lxIn5JVCZgHuRmYBcFtm2aIgHTVqlB6vsG7dOqlZs2aB68bExMiRI0c8lqn7ark3kZGR+paldOnScvDgQT3rnPoBqsBU9+0+zkEdhaCtgUdbQ7e96oideo9Xr17dMXmlkFlFj7YGB231D5lllh1+B3xFW4ODtprLLKMFqXoho0ePlsTERFm7dq3Url270Oe0b99eVq9erbueZFGzx6nlvggPD88O5LCwMP1V/Ufa/RcvC20NDtoamu0N5FkGE3mlkFlFh7YGB231HZllHm0NDtoamm2NDlBmGS1IVReShIQEWbZsmT6SljVGQb24kiVL6u8HDhwoNWrU0GMUlLFjx0rHjh1l9uzZ0r17d1m0aJFs2bJF5s2bZ/KlAAhx5BUAJyGzADiF0Vl2586dq2d9u/nmm6VatWrZt8WLF2evc+DAATl8+HD2/fj4eB2wKhyvu+46eeedd+T9998vcJA+AFwp8gqAk5BZAJzCeJfdwqhuJrnddddd+nal1JiHKVOmeIx9sCvaGhy0NXic1l6755XTfqa0NThoa3A4qa2+IrP8Q1uDg7YGR6SD2uqLMCsY84sDAAAAAGDnLrsAAAAAAPeiIAUAAAAAGEFBCgAAAAAwgoIUAAAAAGCEawvSF154Qa655hqJioqS66+/XjZv3ix2pK4N1qZNG30NsSpVqkivXr1kz549YnczZ87UF8TOeXFtuzl06JAMGDBAKlasqK/J1rRpU329NbvJyMiQyZMn64uaq3bWrVtXpk2b5tMMisG2bt066dGjh1SvXl3/f6vLA+Sk2viXv/xFX2pAtb1z586yd+9eY+11MidkllPzSiGzAofMgkJmBReZFThklnmuLEjVNbjGjx+vp0vetm2bvtZW165d5ejRo2I3SUlJ+uLWmzZtklWrVkl6erp06dJF0tLSxK6+/PJLefnll6VZs2ZiVydPnpQOHTpIiRIlZOXKlbJ79259IfDy5cuL3Tz11FP6enLPP/+8fPPNN/r+008/Lc8995zppunfQ/X+UR88vFHtfPbZZ+Wll16SL774QkqVKqXfaxcuXCjytjqZUzLLiXmlkFmBRWaBzAouMiuwyCwbsFyobdu21siRI7PvZ2RkWNWrV7dmzJhh2d3Ro0fV4RorKSnJsqMzZ85Y9erVs1atWmV17NjRGjt2rGVHEyZMsG644QbLCbp3727df//9Hst69+5t9e/f37IT9XuZmJiYfT8zM9OKiYmxZs2alb3s1KlTVmRkpPX2228baqUzOTWz7J5XCpkVeGQWyKzgIbMCj8wyz3VnSC9duiRbt27Vp7SzhIeH6/sbN24Uuzt9+rT+WqFCBbEjdaSxe/fuHj9fO/rggw+kdevW+uLfqptOixYt5JVXXhE7io+Pl9WrV8t3332n7+/YsUPWr18vt956q9jZvn37JCUlxeN3ITo6WnfdcsJ7zS6cnFl2zyuFzAo8MsvdyKzgIrMCj8wyr7i4zPHjx3Vf8apVq3osV/e//fZbsbPMzEw9VkB1gWjSpInYzaJFi3TXHNWVxO5+/PFH3T1DdSmaNGmSbvOYMWMkIiJCBg0aJHby6KOPSmpqqjRs2FCKFSumf3+nT58u/fv3FztTIal4e69lPYbQzSy755VCZgUHmeVuZFbwkFnBQWaZ57qC1MnUUbHk5GR91MZuDh48KGPHjtVjMNQEBnan/vCoI3dPPvmkvq+O3KmfreqDb7egXLJkiSxcuFASEhKkcePG8tVXX+k/mmqAu93aCjghrxQyK3jILDgRmRVYZBb84bouu5UqVdJHP44cOeKxXN2PiYkRuxo1apQsX75c1qxZIzVr1hS7Ud1z1GQFLVu2lOLFi+ubmixADbRW36ujTXaiZiOLi4vzWNaoUSM5cOCA2M0jjzyij97dc889eoa6++67Tx566CE9O6CdZb2fnPZesxsnZpbd80ohs4KHzHI3Mis4yKzgIbPMc11BqroKtGrVSvcVz3kUR91v37692I0aw6yCMjExUT799FM9JbUdderUSXbt2qWPKmXd1JEx1d1Bfa/+ONmJ6pKTe2p3NXagVq1aYjfnzp3T429yUj9P9XtrZ+p3VQVizvea6hKjZoGz43vNrpyUWU7JK4XMCh4yy93IrOAgs4KHzLIBy4UWLVqkZ6BasGCBtXv3buuBBx6wypUrZ6WkpFh2M2LECCs6Otpau3atdfjw4ezbuXPnLLuz8+xvmzdvtooXL25Nnz7d2rt3r7Vw4ULrqquust566y3LbgYNGmTVqFHDWr58ubVv3z7rvffesypVqmT9+c9/tsVsf9u3b9c3FSd///vf9ff79+/Xj8+cOVO/t5YtW2bt3LnT6tmzp1W7dm3r/PnzppvuKE7JLCfnlUJmBQaZBTKraJBZgUFmmefKglR57rnnrKuvvtqKiIjQ05Nv2rTJsiP1y+ftNn/+fMvu7ByUyocffmg1adJE/9Fs2LChNW/ePMuOUlNT9c9R/b5GRUVZderUsR577DHr4sWLpptmrVmzxuvvpwr3rCnJJ0+ebFWtWlX/nDt16mTt2bPHdLMdyQmZ5eS8UsiswCCzoJBZwUdmBQaZZV6Y+sf0WVoAAAAAgPu4bgwpAAAAAMAeKEgBAAAAAEZQkAIAAAAAjKAgBQAAAAAYQUEKAAAAADCCghQAAAAAYAQFKQAAAADACApSAAAAAIARFKRwpddee026dOni13OOHz8uVapUkZ9//jlo7QIAb8gsAE5CZsEfFKSwnR49eki3bt28PvbZZ59JWFiY7Ny5U3bs2CH9+vWT2NhYKVmypDRq1EjmzJlT6PYvXLggkydPlilTpuj7o0eP1s/15sCBA1KsWDH54IMPpFKlSjJw4MDs5wGAQmYBcBIyC7ZjATaTmJhohYeHWwcPHszz2JAhQ6zWrVvr71977TVrzJgx1tq1a60ffvjBevPNN62SJUtazz33XIHbV+s1aNAg+/727dst9Vb4/PPP86w7depUKyYmxkpPT9f3k5OTrcjISOvXX38NwCsFEArILABOQmbBbihIYTsqlKpWrWpNmzbNY/mZM2es0qVLW3Pnzs33uQ8++KB1yy23FLj97t27W3/60588lrVs2dIaOnSox7LMzEyrdu3a1oQJEzyWq2WvvvqqH68IQCgjswA4CZkFu6HLLmynePHiusvGggUL1AGT7OVLly6VjIwM3X0kP6dPn5YKFSoUuP3169dL69atPZYNHTpUlixZImlpadnL1q5dK/v27ZP777/fY922bdvqLi0AoJBZAJyEzILdUJDCllQ4/fDDD5KUlJS9bP78+dKnTx+Jjo72+pwNGzbI4sWL5YEHHsh3u6dOndJhWr16dY/l9957r6Snp+swzrm/G264QerXr++xrnru/v37r+DVAQg1ZBYAJyGzYCcUpLClhg0bSnx8vLz++uv6/vfff6+PlqkjbN4kJydLz5499UD4gmZ1O3/+vP4aFRXlsbxcuXLSu3fv7P2lpqbKu+++63V/amD/uXPnruj1AQgtZBYAJyGzYCcUpLAtFVIqrM6cOaOPotWtW1c6duyYZ73du3dLp06d9BG7xx9/vMBtVqxYUc8ed/LkSa/7U2GsQlkdAVSzvt1111151jtx4oRUrlz5Cl8dgFBDZgFwEjILdkFBCtu6++67JTw8XBISEuSf//yn7l6iQi6nr7/+Wm655RYZNGiQTJ8+vdBtRkRESFxcnA7X3NR2ateurUNZ3e655x4pVaqU16OELVq0uMJXByDUkFkAnITMgm2YnlUJKIiaka18+fJWsWLFrEOHDnk8tmvXLqty5crWgAEDrMOHD2ffjh49WuA2x48fb/Xp08frY2rGObU/9dbYtGlTnsfT0tL0lOfr1q27wlcGIBSRWQCchMyCHVCQwtY2bNigQ+u2227L89iUKVP0Y7lvtWrVKnCbX3/9tQ67U6dO5XlMXZNLXZurcePGXp+bkJDgcW0tAMiJzALgJGQW7CBM/WP6LC1Q1NSYhZYtW8rEiRP9el67du1kzJgxerY4ACgqZBYAJyGz4A/GkMKVZs2aJaVLl/brOcePH9czxBV0fS4ACAYyC4CTkFnwB2dIAQAAAABGcIYUAAAAAGAEBSkAAAAAwAgKUgAAAACAERSkAAAAAAAjKEgBAAAAAEZQkAIAAAAAjKAgBQAAAAAYQUGKQt1xxx1y1VVXyZkzZ/Jdp3///hIRESG//vqrvr948WIZMGCA1KtXT8LCwuTmm28Wkz744ANp2bKlREVFydVXXy1TpkyR3377rdDn/fTTT7r93m6LFi3Ks/4333wj3bp10xeDrlChgtx3331y7NixAvfx3nvv6e29+uqr+a6zatUqvc6zzz7r4ysG3MnNefXtt9/Kn//8Z2nevLmUKVNGqlWrJt27d5ctW7bkWfeJJ57wmmtqnwXZtm2bXu/xxx/Pd529e/fqdcaPH+/jKwbcy82ZpWRmZsrTTz8ttWvX1s9v1qyZvP32217X5TNWCLOAQixatMhSvypvvPGG18fT0tKsUqVKWT169Mhe1rFjR6t06dLWLbfcYpUvX17fN2XFihVWWFiYbsu8efOs0aNHW+Hh4dYf//jHQp+7b98+/dr79etnvfnmmx63n376yWPdgwcPWpUqVbLq1q1rzZkzx5o+fbp+7dddd5118eLFfPdx4cIFKzo6WrcvP4MHD7aKFStmHTlyxM9XD7iLm/Pq4YcftsqVK2cNHTrUevnll62nn35a55HKjlWrVnmsO2XKFP1zmjt3rkeuJSQkFLqfhg0bWnXq1Mn38SeeeEJve+vWrT6+asC93JxZyqOPPqpf//Dhw/Xzu3fvru+//fbbHuvxGSu0UZCiUOfOnbPKlCljde3a1evj6gOMCg8VqlkOHDhgZWRk6O8bN25sNCzj4uJ0YKWnp2cve+yxx3SAfvPNNz4VpLNmzSp0PyNGjLBKlixp7d+/P3uZ+hConq8+HBZEfYBUAX7o0KE8j50/f16Habdu3QptA+B2bs6rLVu2WGfOnPFYdvz4caty5cpWhw4dvBakx44d87uN06ZN08/duHGj18cbNGigi1YAhXNzZv38889WiRIlrJEjR2Yvy8zMtG688UarZs2a1m+//Za9nM9YoY0uuyhUyZIlpXfv3rJ69Wo5evRonscTEhJ09zDV7SRLbGyshIeb//XavXu3vj3wwANSvHjx7OUPPvigOhgj77zzjs/bSktLk0uXLuX7+Lvvviu333677q6SpXPnzlK/fn1ZsmRJgdtWXW9UtxVv3YA/+ugjOX36tO6yA6Bgbs6rVq1a6a5sOVWsWFFuvPFG3dXNG7Xd1NRU/dVXWVmkfpa5bd26Vfbs2UNeAT5yc2YtW7ZM0tPT9fpZVNfZESNGyM8//ywbN27MXs5nrNBm/rcZjqDeqGo8QO43/YkTJ+Tjjz+WO++8U4dqoBw/ftyn28WLFwvczvbt2/XX1q1beyyvXr261KxZM/vxwkydOlV/0FPjG9q0aSOffPKJx+OHDh3Sf0hy70dp27Ztofu56aabdHu8fcBTy9T4kl69evnUVsDt3J5XuaWkpEilSpW8PlanTh2Jjo7WH3jVh7YjR44Uuj011is+Pl7/fDMyMjwey8qwe++997LaCriRWzNLPV6qVClp1KhRns9NObfPZ6zQR0EKn/zud7/TE2TkfjMvXbpUH90K9JGlypUr+3TLb+B7lsOHD+uvqu25qWW//PJLgc9XRyC7dOkis2bN0oP2n3nmGR2Kt956qz6q5ut+1B+VgoJd7adfv3767MJ3332XvVyduVixYoX07Nkzz5kPAN65Na+8+eyzz/RZhr59+3osL1++vIwaNUpefvllfRZj2LBheqIUdTZV5U5h1M9QFa/qrE4WdQZCbaN9+/a60AXgG7dmlnp+1apV9VnR3M9Vsp7PZ6zQ97/z60ABihUrJvfcc48uyNTMs9dcc41ersJThUmnTp0Cuj8145kvGjduXODj58+f118jIyPzPKbOdhb2wUt1DVFHJ3NSs7rFxcXJww8/rGew9GU/Wet4ezyLOjuhCl/1M1UzYGZ1Ublw4QJdSQA/uDWvclMHz9SZSnVGU82+m9PYsWM97vfp00efaVBZ8+KLL8qjjz5a4LZVgTtu3Dj9M1UH7ZSkpCR9JmPixIl+tRNwO7dmVn6fi3J+bvJlPwVtKwufseyNghQ+U29YFZbqzTxp0iTdv18dfR8zZowO00BS4wICIauLi7cjZyqELqcLjJpqfMiQITJz5kz9M1DdQArbT8625EdNdd6kSRN9RDIrLNXPWnW169q1q9/tBNzM7Xmlxryr8VbqUhLr16/36ei/Kl7VgbZ///vfhRakamyqyqXExER56aWX9IdC9bNW48juvvtun9sJwL2ZpR735XMTn7FCH1124TM1YUbDhg2zu3Cor2rQejCOLKkxT77cso6a5Sere0dWd4+c1DI1zuFyqAkFFNVNxJf9qCK2oCN3OY/gqe4k6rqB6vWtWbNGf7jLOVkAgMK5Oa/U5GtqkpSdO3fqSUPUhzB/si0r13zJK3UGZPny5Xqf6myDOluquvoB8I8bM0s9X+0n96RqWdvLej6fsUIfBSn8ooIxOTlZf9BRR5bURZnVJD+BpsLHl5sar1QQdYF4JfeF4dW4BHX0Metxf/3444/6a9YHrxo1aujvvV2AfvPmzT7vR41xUGMp1M9WvTY1YQhdSYDL48a8UuM4Bw4cqMd2qtfcsWNHn1+H+lCougv6WlCqWT/VZEhqPytXrpSTJ0+SV8AVcFtmqcfPnTuXZxbwL774wmP7fMYKfRwSgF/UG3fy5Mnyl7/8Rb766qvsbg+BFqjxDepxdcRx3rx58v/+3//L7vYyd+5cHUp/+MMfstdV036rI20qhNWsk8qxY8fyfDhTY6Ref/113f0j5wB7NQbrjTfekIMHD2afQVUfCtXRuIceesin16PGrKpJRVRQqiODWbNZAvCf2/JKGT16tM4PNVmROkuaH2/Zpvajlnfr1s2n16O6yKnZP9X+1IdKNVummhwEwOVxW2apvFCfj9S49eeffz77wJgaBqCK0Jyff/iMFeJMXwgVzhMfH68vRKxue/fu9bpOUlKSvni6ulWpUsW65pprsu+rx4rShx9+qC/Q/Lvf/c6aN2+eNWbMGH2B5OHDh3usN3/+fP2a1NcsgwcP1hdofuKJJ/RzJ02aZFWsWNGKiIiw1qxZ4/F8daFq9VjdunWtZ5991nryySet8uXLW02bNrUuXLjgc3vVfrJ+vuri0gAun5vy6plnntHL2rdvb7355pt5bmfPns1eV11gXuXb7NmzrRdeeMHq16+f3m/z5s2ttLQ0n9v7ySefZP98+/fvH6CfAuBebsos5ZFHHtHLH3jgAeuVV16xunfvru8vXLjQYz0+Y4U2ClL4TX14UW/ktm3b5rvOlClTst/wuW/qsaKWmJioP2hFRkZaNWvWtB5//HHr0qVLhYZlQkKCddNNN1mVK1e2ihcvblWqVMm68847ra1bt3rdT3JystWlSxfrqquussqVK6c/oKWkpPjV1hMnTuh2qrbs3r37Ml8xALfl1aBBg/J9Heq2b9++7HWHDRtmxcXFWWXKlLFKlChhXXvttdaECROs1NRUv9r622+/WdWqVdPbX7FiRQBePeBubsosJSMjQxeXtWrV0gf7GzdubL311lte98NnrNAVpv4xfZYWAAAAAOA+TGoEAAAAADCCghQAAAAAYAQFKQAAAADA3QXpzJkz9RTR48aNK3C9pUuX6immo6KipGnTprJixYoiayMAZCGzADgJmQXArmxRkH755Zf6mmnquo4F2bBhg76o7dChQ2X79u3Sq1cvfVMXEQaAokJmAXASMguAnRmfZffs2bPSsmVLfVHc//u//5PmzZvLP/7xD6/r9u3bV9LS0mT58uXZy9q1a6efoy6i64vMzEz55ZdfpEyZMvpIIYDQpKLtzJkz+uLX4eGBO/ZGZgEIBjILgFszq7gYNnLkSOnevbt07txZB2VBNm7cKOPHj/dY1rVrV3n//ffzfc7Fixf1LcuhQ4ckLi4uAC0H4AQHDx6UmjVrBmx7ZBaAYCKzALgts4wWpIsWLZJt27bpriS+SElJkapVq3osU/fV8vzMmDFDpk6d6vWHV7Zs2ctoNQAnSE1NldjYWH2UPlDILADBQmYBcGtmGStIVVCNHTtWVq1apQfOB8vEiRM9jvZl/fBUSBKUQOgLVJcxMgtAUSCzALgts4wVpFu3bpWjR4/qcQ1ZMjIyZN26dfL888/r7h/FihXzeE5MTIwcOXLEY5m6r5bnJzIyUt8A4EqQWQCchMwC4BTGZtnt1KmT7Nq1S7766qvsW+vWraV///76+9whqbRv315Wr17tsUwd+VPLASCYyCwATkJmAXAKY2dIVX/jJk2aeCwrVaqUVKxYMXv5wIEDpUaNGnp8gqK6nnTs2FFmz56tB+irsRFbtmyRefPmGXkNANyDzALgJGQWAKcwPstuQQ4cOOAxjXB8fLwkJCTI448/LpMmTZJ69erpmd9yBy4Akbp1xdUyM4t+n2QWcPmuu05cLSOj6PdJZgGXr29fcbX09BC6DmlRU4Pto6Oj5fTp0wy2B0JYqLzXQ+V1AHDHez1UXgeAonuvGxtDCgAAAABwNwpSAAAAAIARFKQAAAAAACMoSAEAAAAARlCQAgAAAACMoCAFAAAAABhBQQoAAAAAMIKCFAAAAABgBAUpAAAAAMAIClIAAAAAgBEUpAAAAAAAIyhIAQAAAABGUJACAAAAAIygIAUAAAAAGEFBCgAAAAAworiZ3QIAgMtx330Skt5803QLAATD9ddLSPriC9MtCB2cIQUAAAAAGMEZUgAAHIQziQCchDOJKAxnSAEAAAAARlCQAgAAAACMoCAFAAAAABhBQQoAAAAAMIKCFAAAAABgBAUpAAAAAMAIClIAAAAAgBEUpAAAAAAAIyhIAQAAAABGUJACAAAAAIygIAUAAAAAGEFBCgAAAAAwgoIUAAAAAGAEBSkAAAAAwAgKUgAAAACAERSkAAAAAAAjKEgBAAAAAEZQkAIAAAAAjKAgBQAAAAAYQUEKAAAAADCCghQAAAAAYAQFKQAAAADAfQXp3LlzpVmzZlK2bFl9a9++vaxcuTLf9RcsWCBhYWEet6ioqCJtMwD3IrMAOAV5BcApipvcec2aNWXmzJlSr149sSxL3njjDenZs6ds375dGjdu7PU5KlT37NmTfV8FJgAUBTILgFOQVwCcwmhB2qNHD4/706dP10f0Nm3alG9YqnCMiYkpohYCwP+QWQCcgrwC4BS2GUOakZEhixYtkrS0NN2tJD9nz56VWrVqSWxsrD7S9/XXXxe43YsXL0pqaqrHDQCuFJkFwO15pZBZABxfkO7atUtKly4tkZGR8sc//lESExMlLi7O67oNGjSQ119/XZYtWyZvvfWWZGZmSnx8vPz888/5bn/GjBkSHR2dfVMhCwCXi8wC4BTBziuFzAJwpcIsNbDAoEuXLsmBAwfk9OnT8s4778irr74qSUlJ+QZmTunp6dKoUSPp16+fTJs2Ld8jd+qWRR25U2Gp9qfGSgAITeq9rj4cBfq9TmYBcEpmBTuvFDILcKfUAGaW0TGkSkREhFx77bX6+1atWsmXX34pc+bMkZdffrnQ55YoUUJatGgh33//fb7rqKOC6gYAgUBmAXCKYOeVQmYBcHyX3dxUF5GcR9oKGxOhuqNUq1Yt6O0CAG/ILABOQV4BsCOjZ0gnTpwot956q1x99dVy5swZSUhIkLVr18rHH3+sHx84cKDUqFFDj09Q/vrXv0q7du300b5Tp07JrFmzZP/+/TJs2DCTLwOAS5BZAJyCvALgFEYL0qNHj+pAPHz4sO6DrC7grILy97//vX5cjXsID//fSdyTJ0/K8OHDJSUlRcqXL6+7n2zYsMGnsRAAcKXILABOQV4BcArjkxqFykQnAOwlVN7rofI6ALjjvR4qrwNA0b3XbTeGFAAAAADgDsZn2QUQJPfdJ6526ZLpFgAAAKAQFKRAqIqJEVfzcSZJAAAAmEOXXQAAAACAEZwhBUKV27usuv31A04zZIi4GpkFwKUoSIFQNWeOuFpqqsjLL5tuBQBflSsnrsYwA8BZbr1VXO233wK2KQpSAABg3jPPiLj9INrcuaZbAcBX1auLq10KXK8OxpACAAAAAIzgDCkAAAAA+KO4y8uozMyAbcrlP0lARPr1k5D09tumWwAAABCa3D5PRWqqyIIFAdkUXXYBAAAAAEZwhhS46irTLQAAAABciYIUeO010y0AAN/17SshafFi0y0AABhAQQoAAAAgOG65RULSmjWmWxAyGEMKAAAAADCCM6QAADgJXVsBOEmFCqZbAJujIAUAAAAQHOfOmW4BbI6CFAAAAEBwrFxpugWwOcaQAgAAAACM4AwpzLvvPrP7f/NNs/sHAAAAXIqCFOZREAJwkjvvNLv/xESz+wcAIIAoSAEA8EdmpukWAADg3oJ037598tlnn8n+/fvl3LlzUrlyZWnRooW0b99eoqKigtNKALhMP/30k3z11VdkFgBHILMAuI3PBenChQtlzpw5smXLFqlatapUr15dSpYsKSdOnJAffvhBh2T//v1lwoQJUqtWreC2GgAKsWTJEv21efPmZBYCa9ky0y1ACCKzEDS33mp2/8yyi0AUpOrIXEREhAwePFjeffddiY2N9Xj84sWLsnHjRlm0aJG0bt1aXnzxRbnrrrt82TQABJzKrGLFiunvk5OTJS4uzuNxMguAnZBZCKoLF0y3AChQmGVZVsGriHz88cfStWtX8cWvv/6qu5u0atVK7Cg1NVWio6Pl9OnTUrZsWdPNARAEKrNU9zZf3utkFgDTyCwAThPI97pPBWkoISgBdwiV93qovA4A7nivh8rrAFB07/Vwf5/wu9/9TqZOnZpn+cmTJ/VjAGAnt99+O5kFwDHILABu4/csu2vXrpVdu3bJ9u3b9URHpUqV0ssvXbokSUlJwWgjAFy29evXyzfffENmAXAEMsulevQI3rY//DB42wYCwO8zpMq///1vSUlJkXbt2ulxDABgZ2QWACchswC4id9nSJVq1arpo3RDhgyRNm3ayNKlS6VRo0aBbx0ABACZBcBJyCwX4iwmXMzvM6RhYWH6a2RkpCQkJMjYsWOlW7duegpyALAbMguAk5BZANzG7zOkuSflffzxx/VRu0GDBgWyXQAQEGQWACchswC4jd8F6b59+6RSpUoey/r06SMNGjSQrVu3BrJtAHDFdu7cSWYBcAwyC4DbcB1SACEpVN7rofI6ALjjvR4qrwNA0b3XfT5D2rt3b5/We++9966kPQAQEP3798/+WqJEiXzXI7MA2AGZBcCtfJ7USFXAOW8fffSRhIeH51kOAHaQlUdkFgAnILMAuNVld9ktU6aM7NixQ+rUqSNOQlcSwB1yv9fJLAB2RmYBcOt73e/LvgAAAAAAEAgUpAAAAAAA9xWkc+fOlWbNmunTvOrWvn17WblyZYHPWbp0qTRs2FCioqKkadOmsmLFiiJrLwB3I7MAOAV5BcApfJ5l94MPPvC4n5mZKatXr5bk5GSP5XfccYfPO69Zs6bMnDlT6tWrpy8E/cYbb0jPnj1l+/bt0rhx4zzrb9iwQfr16yczZsyQ22+/XRISEqRXr16ybds2adKkic/7BRD6sj5Iqa9XXXUVmQXAVZlFXgEIuUmN1ExvhW4sLEwyMjKuqEEVKlSQWbNmydChQ/M81rdvX0lLS5Ply5dnL2vXrp00b95cXnrpJZ+2z2B7wB1UZql4U7mUHzILgJsyK9h5pZBZgDukmpjUSB2pK+x2JSGpnrto0SIdhqpbiTcbN26Uzp07eyzr2rWrXp6fixcv6h9YzhuA0Hfq1Knsr2QWADdnVrDySiGzADh+UqNdu3ZJ6dKlJTIyUv74xz9KYmKixMXFeV03JSVFqlat6rFM3VfL86O6nuS8fldsbGzAXwMA9yCzADhFsPNKIbMAFNkYUnV0bffu3XqQu6K6b1y6dCn78WLFismIESN86tqbU4MGDeSrr77Sp3vfeecdGTRokCQlJeUbmP6aOHGijB8/Pvu+OnJHWAKhL/eZBDILgNsyK9h5pZBZAIqsIF28eLEOx3Xr1un7jzzyiJQrV06KF//PJo4fP65nZfM2LqEgERERcu211+rvW7VqJV9++aXMmTNHXn755TzrxsTEyJEjRzyWqftqeX7UUUF1A+Au7733nsd9MguA2zIr2HmlkFkArpTPh9nmz58vI0eO9FimjrLt27dP39Qg+bfeeuuKG6TGSKjxCN6ocQ9qxrmcVq1ale94CADu5S2PyCwAbs4s8gqAowvSb7/9Vlq3bp3v4x07dpQdO3b43c1DnXH96aef9DgHdX/t2rXSv39//fjAgQP1sixjx46Vf/3rXzJ79mzdnieeeEK2bNkio0aN8mu/AELf3r17C3yczAIQyplFXgEIuS67x44d87j/448/SsWKFbPvlyhRQs/e5o+jR4/qQDx8+LAeCK8u4Pzxxx/L73//e/34gQMHPMZKxMfH6+tiPf744zJp0iR9ba3333+f62MByEN1b8uJzALgpswirwCE3HVIa9WqJXPnzpXbbrvN6+MffvihPoq2f/9+sTOujwW4w9VXXy0HDx7M971OZgGwEzILgJMYuQ5pp06dZPr06V4fUzWtmvZbrQMAdqC6t+WHzAJgN2QWALfy+QzpDz/8IC1btpSGDRvKn/70J6lfv75evmfPHvnb3/6mv27dujV7Nje74sgd4A7qUgctWrTQM0tOmDCBzAJga2QWACcJ5Hvd5zGkdevW1bOtDR48WPr27SthYWF6uapnVZH6ySef2D4kAbhHnTp19NezZ8+SWQBsj8wC4FY+F6RK27ZtZffu3foo3nfffaeXqUHv6ogeANjR5s2b9eQgZBYAJyCzALiNXwVplubNm+sbADgBmQXAScgsAG7i06RGM2fOlPPnz/u0wS+++EI++uijK20XAFw2MguAk5BZANzMp4JUddNV05E/+OCDsnLlSo9rkv7222+yc+dOefHFF/U1rNS4hzJlygSzzQBQaGY1btxYf6/GvpNZAOyMzALgZj7Psrtjxw55/vnn5Z133tGzKhUrVkwiIyPl3Llz+nE1vmHYsGF60qOoqCixK2Z/A9zh888/lxtuuEG/38+cOUNmAbA1MguAkwTyve5zQZolMzNTH6lTF2ZW3UsqVaqkxzmor05AUALukPVeP3nypPz0009kFgBbI7MAOImRy75kCQ8PZ7A9AMcgswA4CZkFwG18GkMKAAAAAECgUZACAAAAAIygIAUAAAAA2LcgVZMYqcmMAMAJyCwATkJmAXAznwpSNdX48ePH9fd16tSRX3/9NdjtAoDLpjIrK6eaNWtGZgGwNTILgJv5NMtuuXLlZN++fVKlShU9FTlH8QAHaNNG3KpcWJjsv+02/f2BAwfILAC2pj5nqcu8KGQWALfxqSDt06ePdOzYUapVqyZhYWHSunVrfcFmb3788cdAtxEA/NKnfHm5be9e/T2ZBcDu1Oes2/57EI3MAuA2PhWk8+bNk969e8v3338vY8aMkeHDh0uZMmWC3zoAl69cOXGrec2bS7cjR6TPrl1iWRaZBcDW1Oesbt266cKUzALgNj4VpIoKSmXr1q0yduxYghKh47rrJCTt2CFu1jk1VSQ6Wu69914yC4Dtde7cWX8lswC4jc8FaZb58+cHpyWAKRUqmG4BgujFF1/kgx3gBB06iKv99pv+QmYBcBuuQwoAAAAAcMYZUiDgatc2u/99+8zuHwDg6nHvWnq66RYAgBEUpDCvUiXTLQAA57j+eglJX3whrvbfce8A4DYUpPBNrVrB23ZcXPC2DQChxu1nEgEAIYUxpAAAAAAAIzhDCt9UqRK8ba9cGbxtA0CgNW1qdv+7dpndPwBApGdPcbX0wI17pyCF+YIUAJyES0UBgO86dpSQVLOmuFo6BSmK2kcfmW4BANjjLCZnKAHAd2XLSkhauFDE7ROxLV0akE0xhhQAAAAAYARnSN2iVasre/7WrYFqCQAEH8MMAMAel4py+yWdUCgKUrdwez93AO6yerXpFgCA7+rVC96269QJ3raBAKDLLgAAAADACM6QOl2nTr6t17BhsFsCAIFz3XVX9vwdOwLVEgBw9jCDjz8O3raBAKAgdbprrvFtvRdeCHZLACBwqlc33QIAKDpcTgouRkHqloIUAOzgllt8W48xTwCcpHHjK3v+118HqiWA4zCGFAAAAABgBGdI7WjoUN/Xfe21YLYEAALr6qt9W49sA+AkMTGmWwA4FgWpHdWvb7oFABDYidWycDkWAE5y442BPdgGIA8KUjtiRlwATsFYTwChzNcJ1hYuDHZLgJDFGFIAAAAAgPvOkM6YMUPee+89+fbbb6VkyZISHx8vTz31lDRo0CDf5yxYsECGDBnisSwyMlIuXLggIaNnT9MtAJALeZUPzpACtkRm5YNhBoDtGC1Ik5KSZOTIkdKmTRv57bffZNKkSdKlSxfZvXu3lCpVKt/nlS1bVvbs2ZN9PywsTGxt1iz/1n/kkWC1BMBlck1e+WviRNMtAOAFmZUPLpcH2I7RgvRf//pXniNzVapUka1bt8pNN92U7/NUOMY4aTaz+HjTLUBBqlWTkJSSYroFIcU1eaWMHev7unPmBLMlAC6TqzLLH0w+BNiOrcaQnj59Wn+tUKFCgeudPXtWatWqJbGxsdKzZ0/5uoCLCV+8eFFSU1M9bgBgx7xSyCwAwUBmAbAr28yym5mZKePGjZMOHTpIkyZN8l1PjX14/fXXpVmzZjpc//a3v+lxESowa9as6XUMxdSpU8UkK76DX+vbsnNMjx7B2/ZPP4lRp06Z3T8cJ1h5ZZfMkmbNzO4fQECFdGb5O+/GsmXBagmAyxRmWZYlNjBixAhZuXKlrF+/Pt/Q8yY9PV0aNWok/fr1k2nTpnk9cqduWdSRO3XUTwWtGidRFPzN6SlT/Fj5hRd8W+/HH+WKbNggQXPggBj1yy8Skuzx1jZGvdejo6OD8l4PVl7ZJbNk61bf123VKpgtAVyDzLpMEyb4t/5TTwWrJYCrpAYws2xxhnTUqFGyfPlyWbdunV9BqZQoUUJatGgh33//vdfH1exw6hYUb77p02rh4ff5t90PP/R93Z9/Lpqi6+hRCZpDh4K3bcBBeRX0zPIVRaa9VawoIenECdMtCEkhn1lcux1wPKNjSNXJWRWUiYmJ8umnn0rt2rX93kZGRobs2rVLqoXqxDQAbIG8AuAkZBYApzB6hlRNR56QkCDLli2TMmXKSMp/ZwVVp3/VNbOUgQMHSo0aNfQYBeWvf/2rtGvXTq699lo5deqUzJo1S/bv3y/Dhg0r+hfQu7dPq02+ys+uk3//LvDdXd9+2782AAitvPKjV4fc52evDjvq2DF42/a1Z0qwMO4dbsksX+S6bioA5zFakM6dO1d/vfnmmz2Wz58/XwYPHqy/P3DggISH/+9E7smTJ2X48OE6WMuXLy+tWrWSDRs2SFxcXBG3XmTluvyv45XTrWU/92/DDz98eQ0CEDROzyutW7fAbzMx0b/1t2wpmrHlx49LyHYtzcyUkOTyce+iZqeNjg7Y5kIis3wZ7+nvGFIAtmObSY2cOAB35UoJTkHawb9ZeQEU7QQhjn0dx475tl7lys4vSLdtk5CdCC1Uz5C66+NIHmSWFxSkgG2F3KRGthaW/0VYbvX1KHl5CkwA5k1+1rdCc9r4k8G7bJOv3V3/273wshVy7UQADhAfb7oFCIQyZSQknT1rugUhg4I0p4ce8m/98uWD1RIACHiOrd3yjG/b6JLs+/78vaTUG2/4tz4A93JTQdqmTej26qBwQyHcW5C++qrIfwf1Z7vjjrzrPePjBzgAsANvOfZfK/7q4zb+udP3/T33nO/rAkBu/x3r6s3scyMCP+2Gv5/rdu8uml4doTzu3eXd8UNWauDGvRu97AsAAAAAwL3ce4b0ttvy9mlXlT4AOHl8ewFH830exjNy5OW1CQAC2KsjfIkPz1+9OriXbfK1u+vRo3JF9u27sucDDubagnTWwuoSFeU5I9Rjj9Uw1h4AKNAjj4hERBS+XqNGRdEaAPDP6NFeF0+Pyb/b/2OPZhS+3Xl+XLv9cmbw/ugj/9YH4DfXFqRRUf+5AYAjdO8uUirHtY8ZuwnASXr18ro46qsCnrNhQ+HbHVH4ONMrWh9A0DGGFAAAAABghGvPkI6+82cpm2dAVayh1gBAIWJjRUqXNt0KAPBN7tk3v/Petfbh+gfz30bsjQFuFAA7cm1BKjVripT1HEMKALZVty6ZBcC56tUz3QIANkWXXQAAAATW6dP/uf5k1g0A8kFBCgAAAAAwgoIUAAAAAGAEBSkAAAAAwAgKUgAAAACAERSkAAAAAAAjKEgBAAAAAEZQkAIAAAAAjKAgBQAAAAAYQUEKAAAAADCCghQAAAAAYAQFKQAAAADACApSAAAAAIARFKQAAAAAACMoSAEAAAAARlCQAgAAAACMoCAFAAAAABhBQQoAAAAAMIKCFAAAAABgBAUpAAAAAMAIClIAAAAAgBEUpAAAAAAAIyhIAQAAAABGUJACAAAAAIygIAUAAAAAGEFBCgAAAAAwgoIUAAAAAGAEBSkAAAAAwAgKUgAAAACAERSkAAAAAAD3FaQzZsyQNm3aSJkyZaRKlSrSq1cv2bNnT6HPW7p0qTRs2FCioqKkadOmsmLFiiJpLwD3Iq8AOAmZBcApjBakSUlJMnLkSNm0aZOsWrVK0tPTpUuXLpKWlpbvczZs2CD9+vWToUOHyvbt23XAqltycnKRth2Au5BXAJyEzALgFGGWZVliE8eOHdNH8VSI3nTTTV7X6du3rw7T5cuXZy9r166dNG/eXF566aVC95GamirR0dFy+vRpKVu2bEDbD8A+gv1eL4q8UsgswB3ILABOEsj3enGxEfWClAoVKuS7zsaNG2X8+PEey7p27Srvv/++1/UvXryob7n3oX6IAEJX1ns8WMfcgpFXCpkFuBOZBcCtmWWbgjQzM1PGjRsnHTp0kCZNmuS7XkpKilStWtVjmbqvluc3hmLq1Kl5lsfGxgag1QDs7syZM/oInhPySiGzAHcjswC4LbNsU5CqcQ5qjML69esDut2JEyd6HO1ToXzixAmpWLGi/gGqwDx48KDtu5WooxC0NfBoa+i2Vx2xU+/x6tWrOyavFDKr6NHW4KCt/iGzzLLD74CvaGtw0FZzmWWLgnTUqFF6vMK6deukZs2aBa4bExMjR44c8Vim7qvl3kRGRupbTuXKldNfw8LC9Ff1H2n3X7wstDU4aGtotjfQZxmCnVcKmWUObQ0O2uo7Mss82hoctDU02xodoMwyOsuuqqxVUCYmJsqnn34qtWvXLvQ57du3l9WrV3ssU7PHqeUAECzkFQAnIbMAOIXRM6SqC0lCQoIsW7ZMXycra4yCqrZLliypvx84cKDUqFFDj1FQxo4dKx07dpTZs2dL9+7dZdGiRbJlyxaZN2+eyZcCIMSRVwCchMwC4BiWQWr33m7z58/PXqdjx47WoEGDPJ63ZMkSq379+lZERITVuHFj66OPPrqs/V+4cMGaMmWK/mp3tDU4aGvwOK29ds8rp/1MaWtw0NbgcFJbfUVm+Ye2BgdtDY4LDmqrL2x1HVIAAAAAgHsYHUMKAAAAAHAvClIAAAAAgBEUpAAAAAAAIyhIAQAAAABGUJACAAAAAIxwbUH6wgsvyDXXXCNRUVFy/fXXy+bNm8WO1LXB2rRpo68hVqVKFenVq5fs2bNH7G7mzJkSFhYm48aNE7s6dOiQDBgwQCpWrKivyda0aVN9vTW7ycjIkMmTJ+uLmqt21q1bV6ZNm6Yvem7aunXrpEePHlK9enX9//3+++97PK7a+Je//EWqVaum2965c2fZu3evsfY6mRMyy6l5pZBZgUNmQSGzgovMChwyyzxXFqSLFy+W8ePHy5QpU2Tbtm1y3XXXSdeuXeXo0aNiN0lJSfri1ps2bZJVq1ZJenq6dOnSRdLS0sSuvvzyS3n55ZelWbNmYlcnT56UDh06SIkSJWTlypWye/dufSHw8uXLi9089dRTMnfuXHn++eflm2++0feffvppee6550w3Tf8eqveP+uDhjWrns88+Ky+99JJ88cUXUqpUKf1eu3DhQpG31cmckllOzCuFzAosMgtkVnCRWYFFZtmA5UJt27a1Ro4cmX0/IyPDql69ujVjxgzL7o4ePaovbJ2UlGTZ0ZkzZ6x69epZq1at0hfcHjt2rGVHEyZMsG644QbLCbp3727df//9Hst69+5t9e/f37IT9XuZmJiYfT8zM9OKiYmxZs2alb3s1KlTVmRkpPX2228baqUzOTWz7J5XCpkVeGQWyKzgIbMCj8wyz3VnSC9duiRbt27Vp7SzhIeH6/sbN24Uuzt9+rT+WqFCBbEjdaSxe/fuHj9fO/rggw+kdevWctddd+luOi1atJBXXnlF7Cg+Pl5Wr14t3333nb6/Y8cOWb9+vdx6661iZ/v27ZOUlBSP34Xo6GjddcsJ7zW7cHJm2T2vFDIr8MgsdyOzgovMCjwyy7zi4jLHjx/XfcWrVq3qsVzd//bbb8XOMjMz9VgB1QWiSZMmYjeLFi3SXXNUVxK7+/HHH3X3DNWlaNKkSbrNY8aMkYiICBk0aJDYyaOPPiqpqanSsGFDKVasmP79nT59uvTv31/sTIWk4u29lvUYQjez7J5XCpkVHGSWu5FZwUNmBQeZZZ7rClInU0fFkpOT9VEbuzl48KCMHTtWj8FQExjYnfrDo47cPfnkk/q+OnKnfraqD77dgnLJkiWycOFCSUhIkMaNG8tXX32l/2iqAe52ayvghLxSyKzgIbPgRGRWYJFZ8IfruuxWqlRJH/04cuSIx3J1PyYmRuxq1KhRsnz5clmzZo3UrFlT7EZ1z1GTFbRs2VKKFy+ub2qyADXQWn2vjjbZiZqNLC4uzmNZo0aN5MCBA2I3jzzyiD56d8899+gZ6u677z556KGH9OyAdpb1fnLae81unJhZds8rhcwKHjLL3cis4CCzgofMMs91BanqKtCqVSvdVzznURx1v3379mI3agyzCsrExET59NNP9ZTUdtSpUyfZtWuXPqqUdVNHxlR3B/W9+uNkJ6pLTu6p3dXYgVq1aondnDt3To+/yUn9PNXvrZ2p31UViDnfa6pLjJoFzo7vNbtyUmY5Ja8UMit4yCx3I7OCg8wKHjLLBiwXWrRokZ6BasGCBdbu3butBx54wCpXrpyVkpJi2c2IESOs6Ohoa+3atdbhw4ezb+fOnbPszs6zv23evNkqXry4NX36dGvv3r3WwoULrauuusp66623LLsZNGiQVaNGDWv58uXWvn37rPfee8+qVKmS9ec//9kWs/1t375d31Sc/P3vf9ff79+/Xz8+c+ZM/d5atmyZtXPnTqtnz55W7dq1rfPnz5tuuqM4JbOcnFcKmRUYZBbIrKJBZgUGmWWeKwtS5bnnnrOuvvpqKyIiQk9PvmnTJsuO1C+ft9v8+fMtu7NzUCoffvih1aRJE/1Hs2HDhta8efMsO0pNTdU/R/X7GhUVZdWpU8d67LHHrIsXL5pumrVmzRqvv58q3LOmJJ88ebJVtWpV/XPu1KmTtWfPHtPNdiQnZJaT80ohswKDzIJCZgUfmRUYZJZ5Yeof02dpAQAAAADu47oxpAAAAAAAe6AgBQAAAAAYQUEKAAAAADCCghQAAAAAYAQFKQAAAADACApSAAAAAIARFKQAAAAAACMoSAEAAAAARlCQwpVee+016dKli1/POX78uFSpUkV+/vnnoLULALwhswA4CZkFf1CQwnZ69Ogh3bp18/rYZ599JmFhYbJz507ZsWOH9OvXT2JjY6VkyZLSqFEjmTNnTqHbv3DhgkyePFmmTJmi748ePVo/15sDBw5IsWLF5IMPPpBKlSrJwIEDs58HAAqZBcBJyCzYjgXYTGJiohUeHm4dPHgwz2NDhgyxWrdurb9/7bXXrDFjxlhr1661fvjhB+vNN9+0SpYsaT333HMFbl+t16BBg+z727dvt9Rb4fPPP8+z7tSpU62YmBgrPT1d309OTrYiIyOtX3/9NQCvFEAoILMAOAmZBbuhIIXtqFCqWrWqNW3aNI/lZ86csUqXLm3NnTs33+c++OCD1i233FLg9rt372796U9/8ljWsmVLa+jQoR7LMjMzrdq1a1sTJkzwWK6Wvfrqq368IgChjMwC4CRkFuyGLruwneLFi+suGwsWLFAHTLKXL126VDIyMnT3kfycPn1aKlSoUOD2169fL61bt/ZYNnToUFmyZImkpaVlL1u7dq3s27dP7r//fo9127Ztq7u0AIBCZgFwEjILdkNBCltS4fTDDz9IUlJS9rL58+dLnz59JDo62utzNmzYIIsXL5YHHngg3+2eOnVKh2n16tU9lt97772Snp6uwzjn/m644QapX7++x7rqufv377+CVwcg1JBZAJyEzIKdUJDClho2bCjx8fHy+uuv6/vff/+9PlqmjrB5k5ycLD179tQD4Qua1e38+fP6a1RUlMfycuXKSe/evbP3l5qaKu+++67X/amB/efOnbui1wcgtJBZAJyEzIKdUJDCtlRIqbA6c+aMPopWt25d6dixY571du/eLZ06ddJH7B5//PECt1mxYkU9e9zJkye97k+FsQpldQRQzfp211135VnvxIkTUrly5St8dQBCDZkFwEnILNgFBSls6+6775bw8HBJSEiQf/7zn7p7iQq5nL7++mu55ZZbZNCgQTJ9+vRCtxkRESFxcXE6XHNT26ldu7YOZXW75557pFSpUl6PErZo0eIKXx2AUENmAXASMgu2YXpWJaAgaka28uXLW8WKFbMOHTrk8diuXbusypUrWwMGDLAOHz6cfTt69GiB2xw/frzVp08fr4+pGefU/tRbY9OmTXkeT0tL01Oer1u37gpfGYBQRGYBcBIyC3ZAQQpb27Bhgw6t2267Lc9jU6ZM0Y/lvtWqVavAbX799dc67E6dOpXnMXVNLnVtrsaNG3t9bkJCgse1tQAgJzILgJOQWbCDMPWP6bO0QFFTYxZatmwpEydO9Ot57dq1kzFjxujZ4gCgqJBZAJyEzII/GEMKV5o1a5aULl3ar+ccP35czxBX0PW5ACAYyCwATkJmwR+cIQUAAAAAGMEZUgAAAACAERSkAAAAAAAjKEgBAAAAAEZQkAIAAAAAjKAgBQAAAAAYQUEKAAAAADCCghQAAAAAYAQFKQAAAADACApSAAAAAIARFKQAAAAAACMoSAEAAAAARlCQAgAAAACMoCAFAAAAABhBQQoAAAAAMIKCFAAAAABgBAUpAAAAAMAIClIAAAAAgBEUpAAAAAAAIyhIAQAAAABGUJACAAAAAIygIAUAAAAAGEFBCgAAAAAwgoIUAAAAAGAEBSkAAAAAwAgKUgAAAACAERSkAAAAAAAjKEgBAAAAAEZQkAIAAAAAjCguLnThwgW5dOmS6WYAAAAAgCNFRERIVFTUFW+nuBuL0ZIla4tIiummAAAAAIAjxcTEyL59+664KHVdQfqfM6OqGD0oImUlLMzz8fDwwr8PxHrsl/2yX/Z7pevlbEdR7ddtP3Nj+xXLc8XMzMK/D8R6FvsN6f3mXi9nO9hvcPbrtt8x9uua/aaKSGxKiq6tKEgvW1mvBWnO+/l9H4j1gv1BlfVYj/VYLxjr2aENbljPWEHKeqzHeoFdzw5tcON6RfWBPvd+i0qmodebuxAOkFx/GgEAAAAAKBoUpAAAAAAAIyhIAQAAAABGUJACAAAAAIygIAUAAAAAGEFBCgAAAAAwgoIUAAAAAGAEBSkAAAAAwAgKUgAAAACAERSkAAAAAAAjKEgBAAAAAEZQkAIAAAAAjKAgBQAAAAAYQUEKAAAAADCCghQAAAAAYAQFKQAAAADACApSAAAAAIARFKQAAAAAACMoSAEAAAAARlCQAgAAAACMoCAFAAAAABhBQQoAAAAAMIKCFAAAAABgBAUpAAAAAMAIClIAAAAAgBEUpAAAAAAAIyhIAQAAAABGUJACAAAAAIygIAUAAAAAGEFBCgAAAAAwgoIUAAAAAGAEBSkAAAAAwAgKUgAAAACAERSkAAAAAAAjKEgBAAAAAEZQkAIAAAAAjKAgBQAAAAAYQUEKAAAAADCCghQAAAAAYERxca1U/a9leS7NeT+/7wOxXmamGGGX1xseXvj3gVgvLIz9st/Q2W/u9XK2o6j267afubH9Sq5wzRmi+X0fiPVyhzr7Da395l4vvz/U7Ddw67ntd4z9mtmvVUQf6PNUUoHhuoLUsiwpXbq0nD0b+9/7no9nZHj/HgAAAADwH6qmUrXVlXJdQRoWFiZnz56VgwcPStmyZU03BwAAD6mpqRIbG8vfKQCA7f9WqdrqSrmuIM2i/sjzhx4AYFf8nQIAuAGTGgEAAAAAjKAgBQAAAAAY4bqCNDIyUqZMmaK/AgBgN/ydAgC46W9VmBWIqZEAAAAAAPCT686QAgAAAADsgYIUAAAAAGAEBSkAAAAAwAgKUgAAAACAEa4rSF944QW55pprJCoqSq6//nrZvHmz6SYBAKAdOnRIBgwYIBUrVpSSJUtK06ZNZcuWLaabBQBwoRkzZkibNm2kTJkyUqVKFenVq5fs2bPHY50LFy7IyJEj9d+t0qVLS58+feTIkSN+7cdVBenixYtl/Pjxeoribdu2yXXXXSddu3aVo0ePmm4aAMDlTp48KR06dJASJUrIypUrZffu3TJ79mwpX7686aYBAFwoKSlJF5ubNm2SVatWSXp6unTp0kXS0tKy13nooYfkww8/lKVLl+r1f/nlF+ndu7df+3HVZV/UGVFV5T///PP6fmZmpsTGxsro0aPl0UcfNd08AICLqb9Dn3/+uXz22WemmwIAQB7Hjh3TZ0pV4XnTTTfJ6dOnpXLlypKQkCB/+MMf9DrffvutNGrUSDZu3Cjt2rUTX7jmDOmlS5dk69at0rlz5+xl4eHh+r76gQEAYNIHH3wgrVu3lrvuukv/wW/RooW88sorppsFAICmClClQoUK+quqrdRZ05z1VcOGDeXqq6/2q75yTUF6/PhxycjIkKpVq3osV/dTUlKMtQsAAOXHH3+UuXPnSr169eTjjz+WESNGyJgxY+SNN94w3TQAgMtlZmbKuHHj9NCSJk2a6GWqhoqIiJBy5cpdUX1VPOCtBQAAl/XHXp0hffLJJ/V9dYY0OTlZXnrpJRk0aJDp5gEAXGzkyJH6b9L69esDvm3XnCGtVKmSFCtWLM+sT+p+TEyMsXYBAKBUq1ZN4uLiPJapcTgHDhww1iYAAEaNGiXLly+XNWvWSM2aNbOXqxpKDYs8derUFdVXrilI1enkVq1ayerVqz2ORqv77du3N9o2AABUN6jc0+l/9913UqtWLWNtAgC4l2VZuhhNTEyUTz/9VGrXru3xuKqt1MzwOesr9XdMHUj1p75yVZdddckX1e1JdYlq27at/OMf/9DTFg8ZMsR00wAALqemzo+Pj9dddu+++259nex58+bpGwAAJrrpqhl0ly1bpq9FmjUuNDo6Wl8rW30dOnSorrHUREdly5bVVy9RxaivM+y67rIvirrky6xZs/QPtHnz5vLss8/qy8EAAGCa6hI1ceJE2bt3rz4Srf7IDx8+3HSzAAAuFBYW5nX5/PnzZfDgwfr7CxcuyMMPPyxvv/22XLx4Ubp27SovvviiX112XVeQAgAAAADswTVjSAEAAAAA9kJBCgAAAAAwgoIUAAAAAGAEBSkAAAAAwAgKUgAAAACAERSkAAAAAAAjKEgBAAAAAEZQkAIAAAAAjKAgBQDAZiZPniwPPPBAgevcfPPNMm7cOL+2u3v3bqlZs6akpaVdYQsBAAgMClIAAC7Dxo0bpVixYtK9e/c8j/30008SFhaWfatQoYJ07NhRPvvss0K3m5KSInPmzJHHHnvMr/aoAjXnPqtWrSp33XWX7N+/P3uduLg4adeunfz973/3a9sAAAQLBSkAAJfhtddek9GjR8u6devkl19+8brOv//9bzl8+LBep3r16nL77bfLkSNHCtzuq6++KvHx8VKrVi2/2zR8+HC9P9WeZcuWycGDB2XAgAEe6wwZMkTmzp0rv/32m9/bBwAg0ChIAQDw09mzZ2Xx4sUyYsQIfYZ0wYIFXterWLGixMTESJMmTWTSpEmSmpoqX3zxRYHbXrRokfTo0cNjmepiO3DgQCldurRUq1ZNZs+e7fW5V111ld6fWkedCR01apRs27bNY53f//73cuLECUlKSvL7dQMAEGgUpAAA+GnJkiXSsGFDadCggT4D+frrr4tlWfmuf/78efnnP/+pv4+IiMh3PVUoqnGerVu39lj+yCOP6AJSnfX85JNPZO3atXkKTW/bUu28/vrrPZar/Tdv3tyn7sMAAARb8aDvAQCAEOyum9UVtlu3bnL69GldMKpxnDmprrfh4eFy7tw5XbC2atVKOnXqlO92Dxw4oNdT3Xtzno1V+3vrrbeyn/vGG2/oyYlye/HFF3WXX7UNtc/69evLxx9/nGc9tf2cY0sBADCFM6QAAPhhz549snnzZunXr5++X7x4cenbt68uGnNT3Xq3b98u7777rlx77bW6a2+JEiUKPJOqREVFZS/74Ycf5NKlSx5nOtUkSersbG79+/eXr776Snbs2CHr16/X++zSpYucOXPGY72SJUvqghUAANM4QwoAgB9U4akmBMp5FlOdkYyMjJTnn39eoqOjs5fHxsZKvXr19E09584775Tk5GS9rjeVKlXSX0+ePCmVK1f2u21q36oIVdRX1VY1nlQVxsOGDfPozlu3bl2/tw8AQKBxhhQAAB+polKNBVWTCqkzkVk3dUZSFahvv/12vs/9wx/+oM+mqm61+VFFYtmyZfU40pzL1FnVnJMhqYL1u+++K7S96rI0Oc+8ZlFFcYsWLQp9PgAAwUZBCgCAj5YvX66LwaFDh+qZc3Pe+vTp47XbbhZ1bdAxY8bIzJkz8+0uq8abdu7cWXe3zaJm1lX7UxMbffrpp7qYHDx4sF43N7VddR1TdVNFspoFWHX/Vd12c14j9dChQ3o/AACYRkEKAICPVMGpCrmc3XKzqIJ0y5YtsnPnznyfP2jQIElPT9dde/OjutaqS79kZmZmL5s1a5bceOON+nIwav833HCDniApt1deeUV30VW3W265RY4fPy4rVqzwGG+qzuKqAvVyrnMKAECghVkFzVMPAACKlPqzrCYweuihh7InTgoUNTmSGs+akJAgHTp0COi2AQC4HJwhBQDARlTX3nnz5unxqoGmLiszadIkilEAgG1whhQAAAAAYARnSAEAAAAARlCQAgAAAACMoCAFAAAAABhBQQoAAAAAMIKCFAAAAABgBAUpAAAAAMAIClIAAAAAgBEUpAAAAAAAIyhIAQAAAABiwv8H86kgGyQW2OYAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 1100x1500 with 13 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# For certain values of V1, plot AR (dB) for (x, y) = (C2, f)\n",
    "V1_plot = V1_list[::]\n",
    "fig, ax = plt.subplots(len(V1_plot) // 3, 3, figsize=(11, 15))\n",
    "norm = TwoSlopeNorm(vmin=0, vcenter=6, vmax=20)\n",
    "for ii, V1 in enumerate(V1_plot):\n",
    "    pcm = ax[ii // 3, ii % 3].pcolormesh(\n",
    "        AR_map_filtered.V2,\n",
    "        AR_map_filtered.f / 1e9,\n",
    "        20 * np.log10(np.abs(AR_map_filtered)).sel(V1=V1).squeeze().T,\n",
    "        shading=\"nearest\",\n",
    "        cmap=\"bwr\",\n",
    "        norm=norm,\n",
    "    )\n",
    "    ax[ii // 3, ii % 3].set_title(f\"V1 = {V1:.2f} V\")\n",
    "    ax[ii // 3, ii % 3].set_xlabel(\"V2 (V)\")\n",
    "    ax[ii // 3, ii % 3].set_ylabel(\"f (GHz)\")\n",
    "\n",
    "cbar = fig.colorbar(\n",
    "    pcm,\n",
    "    ax=ax.ravel().tolist(),\n",
    "    orientation=\"horizontal\",\n",
    "    label=\"AR (dB)\",\n",
    "    fraction=0.04,\n",
    "    pad=0.06,\n",
    "    ticks=[0, 6, 20],\n",
    ")\n",
    "plt.subplots_adjust(hspace=0.35, bottom=0.19)\n",
    "# fig.supxlabel('Varactor capacitance C2 (pF)', y=0.03)\n",
    "# fig.supylabel('Frequency (GHz)', x=0.07)\n",
    "fig.suptitle(\"Axial Ratio (dB) Tuning Map\", y=0.92, x=0.5)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Reference"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "[1] Nguyen-Trong, Nghia, Leonard Hall, and Christophe Fumeaux. \"A frequency-and polarization-reconfigurable stub-loaded microstrip patch antenna.\" IEEE transactions on antennas and propagation 63, no. 11 (2015): 5235-5240."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "applications": [
   "Microwave and RF devices"
  ],
  "description": "This notebook demonstrates how to simulate a varactor-tuned patch antenna. The antenna is capable of operating between 2.4-3.6 GHz, with both linear and cicular polarizations. The notebook demonstrates techniques for modeling tunable lumped elements, analyzing polarization-specific radiation pattern, and obtaining polarization ellipses.",
  "feature_image": "./img/varactor_tuned_patch_antenna_render.png",
  "features": [
   "Smatrix plugin",
   "Lumped port",
   "Far field projection"
  ],
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "keywords": "patch antenna, directivity, S-parameters, Tidy3d, FDTD, varactor, lumped element, tunable, tuning map, polarization ellipse, partial gain, axial ratio",
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.13.2"
  },
  "title": "Varactor-tuned Patch Antenna"
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
