{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "713e6fe0-322b-4792-9a5c-fac5d5050664",
   "metadata": {},
   "source": [
    "# Planar helical antenna array"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c9ab18c4-06c0-42db-b942-9d567ec7ac84",
   "metadata": {},
   "source": [
    "Helical antennas enable easier polarization matching, and thus a stronger received signal, than a combination of linearly polarized antennas which typically require complicated and lossy polarization switching circuits. \n",
    "\n",
    "Although helical antennas are typically curved 3D structures, planar designs using vias have been proposed in literature. This notebook simulates such a quasi-planar design. The limited angular coverage of a single antenna is counteracted by introducing a phased array of 8 elements. \n",
    "\n",
    "The array demonstrated in this notebook is designed to operate near the 28 GHz 5G high band, based on the design proposed by Syrytsin et al. in [1]. "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "20e14ce9-6214-484e-9dc6-ca87ba91efd5",
   "metadata": {},
   "source": [
    "<center><img src=\"./img/planar_helical_antenna_array_render.png\" width=640 /></center>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "525e3c0e-715d-4f47-baea-0d457e483bbc",
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import tidy3d as td\n",
    "import tidy3d.rf as rf\n",
    "from tidy3d import web\n",
    "from tidy3d.plugins.dispersion import FastDispersionFitter\n",
    "\n",
    "td.config.logging_level = \"ERROR\""
   ]
  },
  {
   "cell_type": "markdown",
   "id": "36a54891-ad9b-46f0-b4db-7073161586ca",
   "metadata": {},
   "source": [
    "## Building the Simulation"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "669d4cfa-accf-4445-bad9-4db91e516d29",
   "metadata": {},
   "source": [
    "### Key Parameters"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "37153cd7-20cb-43a7-a8a3-4ea1658273ab",
   "metadata": {},
   "source": [
    "Key geometry dimensions are defined below. Missing measurements are estimated visually based on available information in [1]. "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "05c9997d-c22d-4a61-8596-ef5441bcd393",
   "metadata": {},
   "source": [
    "<center><img src=\"./img/planar_helical_antenna_array_schematic.png\" width=640 /></center>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "da7902c7-5a91-400b-84f1-3e63b4a6554c",
   "metadata": {},
   "outputs": [],
   "source": [
    "mm = 1000  # Conversion factor to micron (default unit)\n",
    "\n",
    "# Feed line\n",
    "LF, WF = (1.486 * mm, 0.85 * mm)  # Length and width of feed line\n",
    "feed_offset = 5 * mm  # Length of feed line overhang\n",
    "\n",
    "# Helical antenna design\n",
    "alpha = 15 / 180 * np.pi  # Helix pitch angle\n",
    "ratio = 0.96  # Size ratio per turn\n",
    "LH0, WH0 = (3.9 * mm, 0.97 * mm)  # Initial size of trace\n",
    "LHend = 1.65 * mm  # Final size of 1/8 turn trace\n",
    "VR = 0.1 * mm  # Via radius\n",
    "\n",
    "# Phased array parameters\n",
    "spacing = 5.17 * mm  # Spacing between elements\n",
    "N_ant = 8  # Number of elements in array\n",
    "\n",
    "# Substrate/layer dimensions\n",
    "T = 0.035 * mm  # Trace thickness\n",
    "H = 1 * mm  # Substrate thickness\n",
    "Lgnd, Wgnd = (60 * mm, 120 * mm)  # Size of ground plane\n",
    "Lsub, Wsub = (60 * mm, 129 * mm)  # Size of substrate"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f395f6fd-d3ba-45f3-b5bd-c807ac23da66",
   "metadata": {},
   "source": [
    "The design frequency in [1] is the 28 GHz band of the 5G spectrum. Our approximate design has a central frequency of 29.5 GHz."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "51016474-2faf-4c65-b7e0-4d5588171297",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Frequencies and bandwidth\n",
    "(f_min, f_max) = (20e9, 36e9)\n",
    "f_target = 29.5e9  # target operating frequency\n",
    "freqs = np.unique(np.append(np.linspace(f_min, f_max, 201), f_target))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1daf92b0-2c47-49a3-971b-433d0521a4ef",
   "metadata": {},
   "source": [
    "### Medium and Structures"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2fbdabc1-4bab-4d80-bb0a-ea8086146bbb",
   "metadata": {},
   "source": [
    "The substrate is Rogers RT5880 and the trace material is copper. Both materials are assumed to have constant loss over the frequency range. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "a4fc1703-5f78-4651-8e91-eec76a135460",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "853db3b1c3c44917867b57b954c5cc6a",
       "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": [
    "med_lossy_sub = 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",
   "id": "452e87de-1c8b-4ea0-b536-6e9e82e582d5",
   "metadata": {},
   "source": [
    "We commence to build the geometry below. Because of the repetitive nature of the design, we make use of user-defined functions to create the geometry. First, we define a function to create the planar traces of the helical structure. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "8276c6a6-6195-4e77-91ce-c00e384a4bc6",
   "metadata": {},
   "outputs": [],
   "source": [
    "def create_trace(size, angle, start_pt, rounded_ends=True):\n",
    "    \"\"\"Create trace geometry of given size and angle at start_pt.\"\"\"\n",
    "    lt, wt = size\n",
    "    x0, y0, z0 = start_pt\n",
    "    x1, y1 = (x0 + lt * np.cos(angle), y0 + lt * np.sin(angle))\n",
    "    verts = [\n",
    "        (x0 + wt / 2 * np.sin(angle), y0 - wt / 2 * np.cos(angle)),\n",
    "        (x0 - wt / 2 * np.sin(angle), y0 + wt / 2 * np.cos(angle)),\n",
    "        (x1 - wt / 2 * np.sin(angle), y1 + wt / 2 * np.cos(angle)),\n",
    "        (x1 + wt / 2 * np.sin(angle), y1 - wt / 2 * np.cos(angle)),\n",
    "    ]\n",
    "    geom1 = td.PolySlab(vertices=verts, axis=2, slab_bounds=(z0, z0 + T))\n",
    "    if rounded_ends:\n",
    "        geom1 += td.Cylinder(axis=2, center=(x0, y0, z0 + T / 2), length=T, radius=wt / 2)\n",
    "        geom1 += td.Cylinder(axis=2, center=(x1, y1, z0 + T / 2), length=T, radius=wt / 2)\n",
    "    return geom1, (x1, y1)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "08ee29a7-1655-4d28-b6c6-f716b4482126",
   "metadata": {},
   "source": [
    "The next function creates the vias forming the vertical transition of each helical turn. Note that the user-defined function also optionally returns a `MeshOverrideStructure` for mesh refinement purposes. This will be used later in the Grid section. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "2dd027b5-4767-4be8-adfe-f02fdd08987d",
   "metadata": {},
   "outputs": [],
   "source": [
    "def create_via(center, radius, length, mesh_override=False, dl=None):\n",
    "    \"\"\"Create vertical via in helix antenna\"\"\"\n",
    "    geom = td.Cylinder(axis=2, center=center, radius=radius, length=length)\n",
    "    if mesh_override:\n",
    "        rbox = td.MeshOverrideStructure(geometry=geom.bounding_box, dl=dl)\n",
    "        return geom, rbox\n",
    "    else:\n",
    "        return geom, None"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f9e0344c-c2a6-4e77-a17b-f0d9dc00d133",
   "metadata": {},
   "source": [
    "Now, we define a function that creates one single helical turn. The `clip_end` and `end_length` options allow for the turn to end prematurely, as in the final turn of the overall helical structure. In addition to the created geometries, the function also returns the start position of the next turn to enable easy generation of multiple turns. The `MeshOverrideStructure` instances for the vertical vias are also returned if enabled."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "cd61a934-7471-4be5-80df-3d2b6e6556a1",
   "metadata": {},
   "outputs": [],
   "source": [
    "def create_planar_helical_turn(\n",
    "    start_pt,\n",
    "    start_size,\n",
    "    ratio,\n",
    "    helix_angle,\n",
    "    via_radius,\n",
    "    thickness,\n",
    "    clip_end=False,\n",
    "    end_length=None,\n",
    "    mesh_override=False,\n",
    "    dl=None,\n",
    "):\n",
    "    \"\"\"Creates one turn of a planar helical antenna\"\"\"\n",
    "    x0, y0, z0 = start_pt\n",
    "    lt0, wt0 = start_size\n",
    "    wt1 = wt0 * ratio\n",
    "    lt1 = end_length * ratio if clip_end else lt0 * ratio\n",
    "\n",
    "    # Via\n",
    "    g1, rbox1 = create_via(\n",
    "        center=(x0, y0, z0), radius=via_radius, length=thickness, mesh_override=mesh_override, dl=dl\n",
    "    )\n",
    "    # Top\n",
    "    g2, (x1, y1) = create_trace(\n",
    "        size=(lt0, wt0), angle=helix_angle, start_pt=(x0, y0, z0 + thickness / 2)\n",
    "    )\n",
    "    # Via\n",
    "    g3, rbox2 = create_via(\n",
    "        center=(x1, y1, z0), radius=via_radius, length=thickness, mesh_override=mesh_override, dl=dl\n",
    "    )\n",
    "    # Btm\n",
    "    g4, (x2, y2) = create_trace(\n",
    "        size=(lt1, wt1), angle=np.pi - helix_angle, start_pt=(x1, y1, z0 - thickness / 2 - T)\n",
    "    )\n",
    "\n",
    "    return td.GeometryGroup(geometries=[g1, g2, g3, g4]), (x2, y2), [rbox1, rbox2]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d0463b6f-5fdb-4277-890b-9d6ab4b12a24",
   "metadata": {},
   "source": [
    "Finally, the function below creates the whole antenna structure. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "a73eab85-f533-4ef5-aee9-265a84c0c0d6",
   "metadata": {},
   "outputs": [],
   "source": [
    "def create_planar_antenna(\n",
    "    start_pt,\n",
    "    start_size,\n",
    "    turns,\n",
    "    ratio,\n",
    "    via_radius,\n",
    "    helix_angle,\n",
    "    thickness,\n",
    "    mesh_override=False,\n",
    "    dl=None,\n",
    "):\n",
    "    \"\"\"Create planar helical antenna based on [1]\"\"\"\n",
    "    # if turns < 1 return nothing\n",
    "    if turns <= 1:\n",
    "        return None\n",
    "\n",
    "    # Create first 1/8th of a turn\n",
    "    x0, y0, z0 = start_pt\n",
    "    lt0, wt0 = start_size\n",
    "    geom_ant, (x_next, y_next) = create_trace(\n",
    "        size=(lt0 / 2, wt0), angle=np.pi - helix_angle, start_pt=(x0, y0, z0 - thickness / 2 - T)\n",
    "    )\n",
    "\n",
    "    # iterate over turns\n",
    "    rbox_list = []\n",
    "    lt, wt = (lt0 * ratio, wt0 * ratio)\n",
    "    for ii in range(turns):\n",
    "        clip_end = ii == turns - 1\n",
    "        gturn, (x_next, y_next), rboxes = create_planar_helical_turn(\n",
    "            start_pt=(x_next, y_next, z0),\n",
    "            start_size=(lt, wt),\n",
    "            ratio=ratio,\n",
    "            helix_angle=helix_angle,\n",
    "            via_radius=via_radius,\n",
    "            thickness=thickness,\n",
    "            clip_end=clip_end,\n",
    "            end_length=LHend,\n",
    "            mesh_override=mesh_override,\n",
    "            dl=dl,\n",
    "        )\n",
    "        geom_ant += gturn\n",
    "        rbox_list += rboxes\n",
    "        lt, wt = (lt * ratio * ratio, wt * ratio * ratio)\n",
    "\n",
    "    return geom_ant, rbox_list"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c96920b9-d580-46a0-9962-eabbf1a2dbe6",
   "metadata": {},
   "source": [
    "We make use of the previously defined functions to create all the necessary geometry. Note that we also define `rbox_list_ant` that stores a list of `MeshOverrideStructures` around each vertical via. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "0dfce9dc-2c51-463a-9960-01b71b841197",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Create geometries\n",
    "geom_list_ant = []\n",
    "rbox_list_ant = []  # List of mesh refinement geoemtries\n",
    "geom_list_feed = []\n",
    "xstart = -(N_ant - 1) / 2 * spacing\n",
    "\n",
    "# Use for loop to create each antenna in the array\n",
    "for ii in range(N_ant):\n",
    "    xpos = xstart + ii * spacing\n",
    "    g_ant, rbox_ant = create_planar_antenna(\n",
    "        start_pt=(xpos, LF, -H / 2),\n",
    "        start_size=(LH0, WH0),\n",
    "        turns=4,\n",
    "        ratio=ratio,\n",
    "        via_radius=VR,\n",
    "        helix_angle=alpha,\n",
    "        thickness=H,\n",
    "        mesh_override=True,\n",
    "        dl=(VR / 2, VR / 2, None),\n",
    "    )\n",
    "    geom_list_ant += [g_ant]\n",
    "    rbox_list_ant += rbox_ant\n",
    "    geom_list_feed += [\n",
    "        td.Box.from_bounds(rmin=(xpos - WF / 2, -feed_offset, -H - T), rmax=(xpos + WF / 2, LF, -H))\n",
    "    ]\n",
    "\n",
    "geom_ant = td.GeometryGroup(geometries=geom_list_ant)\n",
    "geom_feed = td.GeometryGroup(geometries=geom_list_feed)\n",
    "geom_gnd = td.Box.from_bounds(rmin=(-Lgnd / 2, -Wgnd, 0), rmax=(Lgnd / 2, 0, T))\n",
    "geom_sub = td.Box.from_bounds(rmin=(-Lsub / 2, -Wgnd, -H), rmax=(Lsub / 2, Wsub - Wgnd, 0))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0e1dbe15-3960-4102-b5ba-38ff8f938763",
   "metadata": {},
   "source": [
    "The geometries are then combined with materials into `Structure` instances ready for simulation. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "f61eb66b-627d-419c-bb52-44d66e2b4d4a",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Create structures\n",
    "str_sub = td.Structure(geometry=geom_sub, medium=med_lossy_sub)\n",
    "str_gnd = td.Structure(geometry=geom_gnd, medium=med_metal)\n",
    "str_feed = td.Structure(geometry=geom_feed, medium=med_metal)\n",
    "str_ant = td.Structure(geometry=geom_ant, medium=med_metal)\n",
    "\n",
    "structure_list = [str_sub, str_gnd, str_feed, str_ant]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6fbd0a93-e0db-4698-b701-a1528c8f6768",
   "metadata": {},
   "source": [
    "### Grid and Boundaries"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4ef06359-40db-4fb9-994c-ccb70322d8e2",
   "metadata": {},
   "source": [
    "As is standard for antenna simulations, we introduce a wavelength/2 padding on all sides to the simulation boundary. The boundaries are automatically terminated with Perfectly Matched Layers (PMLs) by default. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "35ec9f80-2089-43e5-9d8f-ae76676925df",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Define simulation size and center\n",
    "padding = td.C_0 / f_min / 2\n",
    "sim_LX = Lsub + 2 * padding\n",
    "sim_LY = Wsub + 2 * padding\n",
    "sim_LZ = H + 2 * padding\n",
    "sim_center = geom_sub.center"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "02add7c7-dfb3-48dc-94d3-491ce685eb42",
   "metadata": {},
   "source": [
    "We define `LayerRefinementSpec` instances to automatically refine the mesh along each metal plane."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "4ed9b6c1-b953-4af5-8bcb-db834672a921",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Define layer refinement\n",
    "lr_options = {\n",
    "    \"corner_refinement\": td.GridRefinement(dl=0.5 * mm, num_cells=2),\n",
    "    \"min_steps_along_axis\": 1,\n",
    "    \"axis\": 2,\n",
    "}\n",
    "lr1 = rf.LayerRefinementSpec(\n",
    "    center=(0, 0, T / 2),\n",
    "    size=(td.inf, td.inf, T),\n",
    "    min_steps_along_axis=1,\n",
    "    axis=2,\n",
    "    corner_finder=None,\n",
    ")\n",
    "lr2 = rf.LayerRefinementSpec(\n",
    "    center=(0, 0, -H - T / 2),\n",
    "    size=(td.inf, td.inf, T),\n",
    "    min_steps_along_axis=1,\n",
    "    axis=2,\n",
    "    corner_finder=None,\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cd6d4991-05ee-44b6-8db0-d06f20aa4b58",
   "metadata": {},
   "source": [
    "The overall grid specification is defined below. The maximum grid size is set based on the user-specified number of steps per minimum wavelength. The previously defined `rbox_list_ant` is also included so that the vertical vias have adequate resolution to ensure electrical connectivity."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "7a3f5f79-1f0d-4f76-9bd5-ad8cc7b646a5",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Define overall grid specification\n",
    "grid_spec = td.GridSpec.auto(\n",
    "    wavelength=td.C_0 / f_max,\n",
    "    min_steps_per_wvl=12,\n",
    "    layer_refinement_specs=[lr1, lr2],\n",
    "    override_structures=rbox_list_ant,\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8171fce4-e997-4d61-baf5-67382a6a48d2",
   "metadata": {},
   "source": [
    "### Monitors"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fb10c2f2-e1d3-4ec8-b051-f475a51e8902",
   "metadata": {},
   "source": [
    "We define a field monitor for near-field visualization."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "276b2679-9145-423f-87a1-e85aecccde75",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Field Monitor\n",
    "mon_1 = td.FieldMonitor(\n",
    "    center=(0, 0, -H / 2),\n",
    "    size=(td.inf, td.inf, 0),\n",
    "    freqs=[f_min, f_target, f_max],\n",
    "    name=\"field in-plane\",\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "df87ded7-5741-41e3-b636-edfff9ea9ded",
   "metadata": {},
   "source": [
    "To calculate the far-field radiation pattern, we define a `DirectivityMonitor` below. Note that the azimuthal angle `phi` should range between $0$ and $2\\pi$ (as opposed to $-\\pi$ to $\\pi$) for the phased array calculations later. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "3347bc98-c8cc-4311-bda4-93868b1d6711",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Directivity Monitor\n",
    "theta = np.linspace(0, np.pi, 91)\n",
    "phi = np.linspace(0, 2 * np.pi, 181)\n",
    "mon_radiation = rf.DirectivityMonitor(\n",
    "    center=sim_center,\n",
    "    size=(0.9 * sim_LX, 0.9 * sim_LY, 0.9 * sim_LZ),\n",
    "    freqs=[f_target],\n",
    "    name=\"radiation\",\n",
    "    phi=phi,\n",
    "    theta=theta,\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1ec1d73c-eb91-4d92-a380-414752a02aee",
   "metadata": {},
   "source": [
    "### Ports"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7a79ef8e-bb67-48ff-ac68-c2c4ae5ac15d",
   "metadata": {},
   "source": [
    "The antenna array is excited by an array of lumped ports located at the end of each feed line. The ports are numbered 1-8 from left to right. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "074cb3dd-d91d-4197-8461-8a60abdd865d",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Create lumped ports\n",
    "Zref = 100\n",
    "port_list = []\n",
    "for ii in range(N_ant):\n",
    "    xpos = xstart + ii * spacing\n",
    "    port_list += [\n",
    "        rf.LumpedPort(\n",
    "            center=(xpos, -feed_offset, -H / 2),\n",
    "            size=(WF, 0, H),\n",
    "            voltage_axis=2,\n",
    "            name=f\"LP{ii + 1}\",\n",
    "            impedance=Zref,\n",
    "        )\n",
    "    ]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9fd02c84-8209-49a9-8937-2b5fa7ff3078",
   "metadata": {},
   "source": [
    "### Defining Simulation and `TerminalComponentModeler`"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1ffe03aa-1c8d-4854-935a-fe712ef6923f",
   "metadata": {},
   "source": [
    "The overall simulation and `TerminalComponentModeler` instances are defined below. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "70ee0682-73e2-4fcd-9dc6-937bd71a81c9",
   "metadata": {},
   "outputs": [],
   "source": [
    "sim = td.Simulation(\n",
    "    size=(sim_LX, sim_LY, sim_LZ),\n",
    "    center=sim_center,\n",
    "    grid_spec=grid_spec,\n",
    "    structures=structure_list,\n",
    "    monitors=[mon_1],\n",
    "    run_time=3e-9,\n",
    "    plot_length_units=\"mm\",\n",
    ")\n",
    "\n",
    "tcm = rf.TerminalComponentModeler(\n",
    "    simulation=sim,\n",
    "    ports=port_list,\n",
    "    freqs=freqs,\n",
    "    radiation_monitors=[mon_radiation],\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "336db26a-5992-4540-ba50-0a21dd612513",
   "metadata": {},
   "source": [
    "### Visualization"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "77cd9b51-a31b-424e-b4c2-42d77fe4ae79",
   "metadata": {},
   "source": [
    "Before running the simulation, we visualize the setup and grid below. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "19f44e16-2357-443f-b55a-17999b28abb6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1000x1000 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot structures and grid on each layer (or interface between two layers)\n",
    "fig, ax = plt.subplots(3, 1, figsize=(10, 10), tight_layout=True)\n",
    "tcm.plot_sim(z=0, ax=ax[0])\n",
    "tcm.simulation.plot_grid(z=0, ax=ax[0])\n",
    "tcm.plot_sim(z=-H / 2, ax=ax[1], monitor_alpha=0)\n",
    "tcm.simulation.plot_grid(z=-H / 2, ax=ax[1])\n",
    "tcm.plot_sim(z=-H, ax=ax[2])\n",
    "tcm.simulation.plot_grid(z=-H, ax=ax[2])\n",
    "for axis in ax:\n",
    "    axis.set_xlim(-N_ant / 2 * spacing, N_ant / 2 * spacing)\n",
    "    axis.set_ylim(-1 * mm, 11 * mm)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "dbee8120-e425-40bb-8eec-216c5b3b994f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1000x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Show lumped ports\n",
    "fig, ax = plt.subplots(figsize=(10, 4), tight_layout=True)\n",
    "tcm.plot_sim(y=-feed_offset, ax=ax)\n",
    "ax.set_xlim(-20 * mm, 20 * mm)\n",
    "ax.set_ylim(-2 * mm, 1 * mm)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "48021f3d-a2b5-474e-8562-c778b2fa00da",
   "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": [
    "# Show set up in 3D viewer\n",
    "sim.plot_3d()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "48d2ed75-27b4-4837-a34d-57ce95009ad6",
   "metadata": {},
   "source": [
    "## Running the Simulation"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "deed9296-6e57-4a9e-8d0a-4f95e9257ccb",
   "metadata": {},
   "source": [
    "The simulation is executed below. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "2578bdb5-0c5c-4c8c-850b-6d350ad22cb5",
   "metadata": {},
   "outputs": [
    {
     "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\">08:55:40 EST </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'planar_helical_antenna_array'</span> with resource_id       \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #008000; text-decoration-color: #008000\">'sid-3e6fe4b6-5499-46c3-b369-ccfb230709d0'</span> and task_type           \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #008000; text-decoration-color: #008000\">'TERMINAL_CM'</span>.                                                     \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m08:55:40 EST\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'planar_helical_antenna_array'\u001b[0m with resource_id       \n",
       "\u001b[2;36m             \u001b[0m\u001b[32m'sid-3e6fe4b6-5499-46c3-b369-ccfb230709d0'\u001b[0m and task_type           \n",
       "\u001b[2;36m             \u001b[0m\u001b[32m'TERMINAL_CM'\u001b[0m.                                                     \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>View task using web UI at                                          \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/rf?taskId=pa-d5fcce25-deca-4af1-8238-55b59a0b6098\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'https://tidy3d.simulation.cloud/rf?taskId=pa-d5fcce25-deca-4af1-82</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/rf?taskId=pa-d5fcce25-deca-4af1-8238-55b59a0b6098\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">38-55b59a0b6098'</span></a>.                                                  \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at                                          \n",
       "\u001b[2;36m             \u001b[0m\u001b]8;id=74157;https://tidy3d.simulation.cloud/rf?taskId=pa-d5fcce25-deca-4af1-8238-55b59a0b6098\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/rf?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=861156;https://tidy3d.simulation.cloud/rf?taskId=pa-d5fcce25-deca-4af1-8238-55b59a0b6098\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=74157;https://tidy3d.simulation.cloud/rf?taskId=pa-d5fcce25-deca-4af1-8238-55b59a0b6098\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=396651;https://tidy3d.simulation.cloud/rf?taskId=pa-d5fcce25-deca-4af1-8238-55b59a0b6098\u001b\\\u001b[32mpa\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=74157;https://tidy3d.simulation.cloud/rf?taskId=pa-d5fcce25-deca-4af1-8238-55b59a0b6098\u001b\\\u001b[32m-d5fcce25-deca-4af1-82\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m             \u001b[0m\u001b]8;id=74157;https://tidy3d.simulation.cloud/rf?taskId=pa-d5fcce25-deca-4af1-8238-55b59a0b6098\u001b\\\u001b[32m38-55b59a0b6098'\u001b[0m\u001b]8;;\u001b\\.                                                  \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>Task folder: <a href=\"https://tidy3d.simulation.cloud/folders/f89aec3e-3357-4624-9c24-096a87582f12\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'default'</span></a>.                                            \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mTask folder: \u001b]8;id=688159;https://tidy3d.simulation.cloud/folders/f89aec3e-3357-4624-9c24-096a87582f12\u001b\\\u001b[32m'default'\u001b[0m\u001b]8;;\u001b\\.                                            \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "2047a2bf8b0d48dbbe0e7fc4c8b399d1",
       "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\">08:55:48 EST </span>Maximum FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">4.100</span>. Minimum cost depends on task       \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>execution details. Use <span style=\"color: #008000; text-decoration-color: #008000\">'web.real_cost(task_id)'</span> after run.         \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m08:55:48 EST\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m4.100\u001b[0m. Minimum cost depends on task       \n",
       "\u001b[2;36m             \u001b[0mexecution details. Use \u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m after run.         \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\">08:55:49 EST </span>Subtasks status - planar_helical_antenna_array                     \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>Group ID: <span style=\"color: #008000; text-decoration-color: #008000\">'pa-d5fcce25-deca-4af1-8238-55b59a0b6098'</span>                \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m08:55:49 EST\u001b[0m\u001b[2;36m \u001b[0mSubtasks status - planar_helical_antenna_array                     \n",
       "\u001b[2;36m             \u001b[0mGroup ID: \u001b[32m'pa-d5fcce25-deca-4af1-8238-55b59a0b6098'\u001b[0m                \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "ceefbe24764b4b7cb51a6400af8dc023",
       "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\">             </span>Batch status = preprocess                                          \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mBatch status = preprocess                                          \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\">08:56:02 EST </span>Batch status = running                                             \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m08:56:02 EST\u001b[0m\u001b[2;36m \u001b[0mBatch status = running                                             \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\">08:57:42 EST </span>Batch status = postprocess                                         \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m08:57:42 EST\u001b[0m\u001b[2;36m \u001b[0mBatch status = postprocess                                         \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\">08:58:14 EST </span>Modeler has finished running successfully.                         \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m08:58:14 EST\u001b[0m\u001b[2;36m \u001b[0mModeler has finished running successfully.                         \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>Billed flex credit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">2.636</span>.                                    \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mBilled flex credit cost: \u001b[1;36m2.636\u001b[0m.                                    \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"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "be80e920bc38464c9063d63dda2a0eeb",
       "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\">08:58:25 EST </span>Loading component modeler data from                                \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>data/planar_helical_ant_array.hdf5                                 \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m08:58:25 EST\u001b[0m\u001b[2;36m \u001b[0mLoading component modeler data from                                \n",
       "\u001b[2;36m             \u001b[0mdata/planar_helical_ant_array.hdf5                                 \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "tcm_data = web.run(\n",
    "    tcm, task_name=\"planar_helical_antenna_array\", path=\"data/planar_helical_ant_array.hdf5\"\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bfb6a752-2b6c-4492-ad32-cc08f6257c64",
   "metadata": {},
   "source": [
    "## Results"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8662c649-1947-4f09-b662-f38822d2cb9e",
   "metadata": {},
   "source": [
    "### Near-field Profile"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b134eb5a-fbc3-4782-bcd1-e8a69ad9a78f",
   "metadata": {},
   "source": [
    "The field monitor data corresponding to lumped port 4 is loaded below. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "a66c6566-8a7f-47b1-b02d-3f4daa1146f8",
   "metadata": {},
   "outputs": [],
   "source": [
    "sim_data = tcm_data.data[\"LP4\"]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "436997fb-0d09-49c0-a82b-8374f7179a88",
   "metadata": {},
   "source": [
    "The field magnitude data at the operating frequency is plotted below. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "981567eb-5271-4c31-aa6f-b25a64895847",
   "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(figsize=(10, 10), tight_layout=True)\n",
    "sim_data.plot_field(\n",
    "    \"field in-plane\",\n",
    "    field_name=\"E\",\n",
    "    val=\"abs\",\n",
    "    scale=\"lin\",\n",
    "    f=f_target,\n",
    "    ax=ax,\n",
    ")\n",
    "ax.set_xlim(-40 * mm, 40 * mm)\n",
    "ax.set_ylim(-140 * mm, 15 * mm)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c776e503-518a-4404-8853-41c058ba6c30",
   "metadata": {},
   "source": [
    "### S-parameters"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "595eced1-8f2e-480f-a997-8565d40fc322",
   "metadata": {},
   "source": [
    "We define some convenience functions to extract the individual S-parameters from the simulation data. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "be43a181-162f-4e3c-8b73-6c071c373f03",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Calculate full S-matrix\n",
    "smat = tcm_data.smatrix()\n",
    "\n",
    "\n",
    "# Convenience functions to get S_ij\n",
    "# Note that port_in and port_out are zero-indexed (first port is number zero)\n",
    "def sparam(i, j):\n",
    "    return np.conjugate(smat.data.isel(port_in=j - 1, port_out=i - 1))\n",
    "\n",
    "\n",
    "def sparam_abs(i, j):\n",
    "    return np.abs(sparam(i, j))\n",
    "\n",
    "\n",
    "def sparam_dB(i, j):\n",
    "    return 20 * np.log10(sparam_abs(i, j))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "90d30071-3135-4b02-87fa-0ef393ccc0f4",
   "metadata": {},
   "source": [
    "The diagonal S-parameters are plotted below. The target operating frequency is indicated with the black dashed line. All 8 antennas resonate reasonably well at the operating frequency. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "1f08821f-ea93-4192-b57e-16c87eb7c6f5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAA1UAAAHACAYAAABKy0IfAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjcsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvTLEjVAAAAAlwSFlzAAAPYQAAD2EBqD+naQABAABJREFUeJzs3XWcVNX7wPHPvdMz291Bd3crDdKCilIKdiJlJ7aCrViIYiAC0t3dDUss290xPff+/ljErz9RUVh2wfN+veY1s3duPPfZZZjnnnPPkVRVVREEQRAEQRAEQRD+FbmqAxAEQRAEQRAEQbiWiaJKEARBEARBEAThMoiiShAEQRAEQRAE4TKIokoQBEEQBEEQBOEyiKJKEARBEARBEAThMoiiShAEQRAEQRAE4TKIokoQBEEQBEEQBOEyiKJKEARBEARBEAThMmirOoDqRlEUMjIy8Pb2RpKkqg5HEARBEARBEIQqoqoqpaWlREREIMt/3h4liqr/JyMjg+jo6KoOQxAEQRAEQRCEaiI1NZWoqKg/fV8UVf+Pt7c3UJE4Hx+fKo3F5XKxevVqevXqhU6nq9JYrkciv5VL5LdyifxWLpHfip4bqampAERHR//lFdp/SuS3con8Vi6R38pV3fJbUlJCdHT0hRrhz4ii6v/5tcufj49PtSiqzGYzPj4+1eKP6noj8lu5RH4rl8hv5RL5hfLycpo0aQJAWVkZFovliu1b5LdyifxWLpHfylVd8/t3twWJgSoEQRAEQRAEQRAugyiqBEEQBEEQBEEQLoMoqgRBEARBEARBEC6DKKoEQRAEQRAEQRAugyiqBEEQBEEQBEEQLoMoqgRBEARBEARBEC6DGFJdEARBEIQ/0Gq13H///RdeC4IgCH9OfEoKgiAIgvAHBoOBDz/8sKrDEARBuCaI7n+CIAiCIAiCIAiXQbRUCYIgCILwB6qqkpeXB0BQUBCSJFVxRIIgCNXXddlS9eGHHxIXF4fRaKRt27bs3r27qkMSBEEQhGuK1WolJCSEkJAQrFZrVYcjCIJQrV13RdWPP/7IxIkTee6559i/fz9Nmzald+/e5OTkVHVogiAIgiAIgiBch667ouqdd95hwoQJjBs3jgYNGvDJJ59gNpv58ssvqzo0QRAEQRAEQRCuQ9fVPVVOp5N9+/bxxBNPXFgmyzI9evRgx44dF93G4XDgcDgu/FxSUgKAy+XC5XJVbsB/49fjV3Uc1yuR38ol8lu5RH4rl8jv78/9Sv+fKPJbuUR+K5fIb+Wqbvm91DgkVVXVSo7lqsnIyCAyMpLt27fTvn37C8unTJnCpk2b2LVr1x+2ef7553nhhRf+sPy7777DbDZXaryCIAiCUF3Z7XZuvfVWAH744QeMRmMVRyQIgnD1Wa1WRo4cSXFxMT4+Pn+63nXVUvVvPPHEE0ycOPHCzyUlJURHR9OrV6+/TNzV4HK5WLNmDT179kSn01VpLNcjkd/KJfJbuUR+K5fIL5SXl1943bt3bywWyxXbt8hv5RL5rVwiv5WruuX3115sf+e6KqqCgoLQaDRkZ2f/bnl2djZhYWEX3cZgMGAwGP6wXKfTVYtfJFSvWK5HIr+VS+S3con8Vq7/cn7/97wrKw//5fxeDSK/lUvkt3JVl/xeagzX1UAVer2eli1bsm7dugvLFEVh3bp1v+sOKAiCIAjCX9NqtYwZM4YxY8ag1V5X12AFQRCuuOvuU3LixImMGTOGVq1a0aZNG2bOnEl5eTnjxo2r6tAEQRAE4ZphMBiYPXt2VYchCIJwTbjuiqpbbrmF3Nxcnn32WbKysmjWrBkrV64kNDS0qkMTBEEQBEEQBOE6dN0VVQAPPvggDz74YFWHIQiCIAjXLFVVsVqtAJjNZiRJquKIBEEQqq/r6p4qQRAEQRCuDKvVipeXF15eXheKK0EQBOHiRFElCIIgCIIgCIJwGURRJQiCIAiCIAiCcBlEUSUIgiAIgiAIgnAZRFElCIIgCIIgCIJwGURRJQiCIAiCIAiCcBlEUSUIgiAIgiAIgnAZrst5qgRBEARBuDwajYabb775wmtBEAThz4miShAEQRCEPzAajfz0009VHYYgCMI1QXT/EwRBEARBEARBuAyiqBIEQRAEQRAEQbgMoqgSBEEQBOEPysvLkSQJSZIoLy+v6nAEQRCqNVFUCYIgCIIgCIIgXAZRVAmCIAiCIAiCIFwGUVQJgiAIgiAIgiBcBlFUCcJlUFUVj1ut6jAEQRAEQRCEKiTmqRKEv1FapHDmoIeMswqJp22kJbpxlMrgAqNciklfhNbiwBzgwTdAJjw2kBrNI4lvbERvlKo6fEEQBEEQBKGSiaJKEC4iN03h8BY3x7eXUp5+klDfBIJ8ztHSJ4lerRPxNWdhMeajkd0X3V45IlG4JxCHGg5+jQls0ApjVEvkgMZIGv1VPhtBEARBEAShMomiShCo6ManlKZzbschMvYfQWs9Sg3/47RpdhZNC89fblummPCoEhIgASbJgVb24G3Kw5s8cB6Bg9/hOAiKbEEbdSPamH5oonojmUKuxukJgiD8YxqNhn79+l14LQiCIPw5UVQJ/0mqowglezfxtkW41n+DNXM/OjWHCCAi7PfrFqsGTrqjSChvwKni5hTY4/G3a9CXqFhsEt6Kk1zZm0zZj1TZj0NBHoIit1DfcoQGhQaalarUtCQSFXgIi7EQJWUJzpQlgIQc3hVtrZFoYgci6byqIhWCIAgXZTQaWbZsWVWHIQiCcE0QRZXwn6CUpaJkbMCTtRUlbw9q8WkAagHYQAd4FA25pTU5owRwyM/NUa0/e9IHk5A8lPqSi5tLtjPCdphGno38eqeUR6el3GJCUVUkj4LsVtCec7MztSbL9TczO1aLts5KguyNiDpxF20yfWkUsYl6UauJCjqCkrkRZ+ZG2PEYmrjBaOuMQw5piySJe7EEQRAEQRCuFaKoEq5LquJCydqKJ2UpnvT1qCWn/7BOkS2WpMwWpOY1I93aiLXxZzlXbw8eSSL/zCAKk/rRTspmXsE39HYdQwKs3maOh0STGeRPsbcZq9EA/1MASaqCVnHhVeZkSPFxxuaXsW11Ez6KCyKvxVrOaIuIPtKVuLX3EqItoHmN+bSu+xP+liQ8Z+biOTMXya8B2rp3oq15K5LB7+olTRAEQRAEQfhXRFElXDdUxYOSuQF34nw8qcvBUfDbm5IGOagVnsAu7NzVgrXLG1HuCEJjcFLYaQe7av+AonNRmtmG3JMjqeNU+bbwQ7q4TuPRyCTER3ImOoxCHy+QJHxc2UQ4DhFUmEygMw2LpwCTpxS95MKtMeBBxqnV4gg1EBrqz01l0azc2p0ZMf6cab6SpOZriT7Shfw997D+8GPEBO+lc8NPaRCzGk3RcVy7JuHc+wzaGjdXtF4FtxatV4IgXFXl5eWEhFTc95mTk4PFYqniiARBEKovUVQJ1zyl+DTuM3PxnPkO1Zrx2xuGQDSxA9BE9UYT3oWD28z89JqDsqKKeaUib8hjXq03KDOWorjMZO2/D1dOS54qW8YjtrWghSO1YjhZIwqXXiLSdoJGBYfw96SRq9Fyxq1jq01lf6mDDJeFAsUX60WnflPQkoSvbhbN0kzIGePY1aiY5ObrSGu4lVp7eyEfvpG5Gz/HqC+mS4OP6Vjncwzmcjynv8Fz+huyCCE1oDemOrdTL64ZPiZx/5UgCJXParVWdQiCIAjXBFFUCdckVfHgSVuF+8QnKBnrf3vDEIA2fhia+KHIIe2RZC0Om8q8GQ52LrcDEBYnoQzZxpfubwCwFdQh89D9NC8v47Pil6ip5HI6NpwD9Wrgo2ZQs3QBx/OP8ZNDZq/LTK7665Dov44KWPGzl9FMnHcAgV5+BHn7E+TtT4CXHxaDCZPeiElvRKvRoKoqXfPDmHOgDgW1VpLQYQlnW66hw8aBaM52ZPXBaaw+OJUmNX6hf8OX8fVPJ0zOIazgGxzbvmXpYh9WO+ugBrakQVQdGkXXplF0XWICw6+L1ixVhWIb5JVCXhkUlEOZA8odKuVlTmxOB26ceHCiqE5cOPDgqvhZdoLGDbILVXah/PosuVAlD7KsIEsgSQqyDLKkIkkqGlnCIOvRywb0sh6DrEcn6c+/NmLWmLFoLZhlC2aNBa2kQwU8ior660NV0Mlg0qqYtAomHZgsOkxGDdfBr0UQBEEQhL8giqpqyu1Sef/xInxr+lV1KNWK6rbiPjUb9/GPUUvPVSyUZOTInmhr34Emuh+SxnBh/dRTHr5+0UZOqookwQ23y6yp+zlrc/YAkH9mIPlnhnG/dRMvly+izMfEysbN0OrOkJ/6CXNKSjjpMSBJ/oT7BVMzMIJuQRHEBIYTHRhOTFAEUQFhBPsEYNIb/9G5PDgQZm/qwPMHf8YYtZHNvedhKVrP0HV9yMtqy+HEwRxOHExExGGGNn6C6MD9GPQqg0OKGcweih37WHPEh1fXB3HGbsTX7E3j6Lo0jqlL4+g6NI6pS42QaDRy9RsKudCqsDetkCOpmZzOziG1rIBch40ij4NyyYGqs6HRWpF15Wh0VjSKgsFpwOg0orNZ0Nu90Nu80dktaFx6ZI8OjVuH7NaffzYje3SAiiqr558VVOm3h6Jz4dE6cOsdeHQOPFoHHl0Jbr0Dt96Gy2DFZbTiNlhxGax4dA5+HaFE8ehRXBY8Lgsel/nCa8V9/tn1+2etS4eXU0+gWyZY5yLU4CTa201coEpsmJY6tSzUbBiExiTmMBMEQRCEa5EoqqqpRZ8XkHTICIebMV+XyYh7Iv/T84SojiLcJ2fhOvYhOPIrFur90NYZi7beBGTv2D9ss3O5ix/fseNxgV+wxE2TXbxa+hbHc5JRFS1Zh+9GyWjBnNKvGOw6wOG6sZwJyWVzzo8UhNSiWavh3B9Zk/oRNakdHodRZ/jDMS6HJMG4bv4MaDme8T+055DuK/DL4pth39L09Ga67etJQn5zMjKa8EHGMixBBXRvPIt2AZ8iW+z4GhRujiji5ogiyuwyu4oszE7L4OOEPfz67d9sMNEoqjaNouvQOKYe9SJqUCs0Fm9T5d8b4VY8ZColzD60k32pyZwpySJPKcYml6JTXeidJvQ2b/Q2L3R2CwE2b8JswejsloqCyeaF/vxrjbvqiw1FdlcUWgYrbqP1wmuXsfxC4eUyFuE0puPyLsdlLMNlLMdlsIFU0eXUqUqkuiycc/qwzemNx+mDJ8Mbd6I/8i9+hFtlarpUGhoUGkTJNG4SRK3WNTB5mav47AVBEARB+CuiqKqmtB0SyDhgJSKhLTt+9OfI8cOMetCfenVjr4suXpdKdRbjOvY+7mMfgqsUAMkrDm3jR9DWHImk+2NxoHhUfvnEwYZ5LgAad9LS+YFi7tk/nSx7IR6nF+n7JhKcH8SCkjeJ1heyoVkEBfW9adriJkZGv4pOc/X+aQR5w6IJDVl86BUe3bAIbcQyDtVO4XCN2Qw5uIa4MwM4nlef8rwAFm+YxnLTo8Q3OMMNNT+nhvwLGOx4GRW6h5XSPawUxS2TZzOzvdDIwnwvDieWsfvs4d8dM8w3mBqh0UQFhBEdGE5UYDihvoEEefsT6OWPv5cvRq0eWb7YPWK/UVUVuxUycss4nJLOvpMZJKYXU2pVUN2gtwejs4He3ohYWztq2S3o7Gaki9579jdkDxqDE43BidboQmtwojG4kLUeNBoXWtmBVuNEKzvQS3a0kh2t6kFSzg93ryrIHhVJBVUB1aPF7Tbg9ugvPLvOv3Z4TDjcZpyuimdV1SArWgw2Hww2n38UtiopuA1WHMYyXKZyXMZynKZS7JYi7N6F2L0zsQcdx+5ViEPv4DhwTJFx2wNxnQpEPhBIWJmJ2g4NrcwSnev7Edm6KT6BQf88h4IgCIIgVApRVFVTgQFG7J2+5JR/FnV2DqLsSC1en55AvcE7uL/nAHx8ru+BClRXGe4Tn+A68i44CwGQ/Buia/w4mvihSPLF/3RtZSpfv2jj+K6K+536jNWj7XSQEds+xiG5cZaFkrZ3KvVLnSwoeQtXiEzWyJsY0OWGKi9WBzbVc0OdETy0sB3ry77GFJDAgpYp6Bt9xrgDvkRm9mVfXnPsNiOn9zXi9L6Z6H2mE1vvLG1iF1LbsASjnI6sVQjxLmOwdxmDo/OQHeBx6smxm0ko1XHKCtmOAnKTzlBwTiYdGasqY1MlrGrFawcSsqLHVw3HSw3DooRg8oRgdAehdwUguwLQ2P3R2LyRFd35M4gEIgkCLuXrvlZnR2t0oDdYMejLMOlKsOiKMOsKsegLsWgL8dLl46XLx1ubh1kuQocTrepEqzjRqo6K16oLiYqWIBUJtyTjRsaFhFOVcKkqdgXcKniQ8FDxrKjgPv+zgoTn/M/K+fd//dmtStg8Fmwef1xqAA6PHw63Hy6PH063D26PL263D263Dx6XNx6XN4rLB9w+yIoZSZXR2b3Q2b2g6K9z4jKUY/MuoDwgi9KADMoCMygNPk5RdCF7JNgDvF/uj27REcJKfKln0+E59x2NOzYgokEjLBbTv/vjEwRBEAThsoiiqppqd7CYH37Wcyh4Cz+1K8a191Z8Uupy7CcNw60v8UDDmxjQvFOVFwJXmqp48Jyeg/PAS2DLAUDyq4eu+dNoYgciSX/ewlGSr/DRJBsZiQo6A7S/K4dZhTM5ticPWa/BURJF2p4n6FqWwbeln1PYIoaERjHc1KFztcmjtwlmj4xh77mnuW/JAXJ9fgCvDD5tl4vWPZd+pxdw45m2pDrbczY7DGeJhdO7m3B6dxOQnsU7OJv6cVuoF7qeWO/tWPQ5KEaQjE5CfZyEhkAnlxaXzYyj3JfS8mAKS6PIK61Jblk8pc5Qil0hlDhDsbl9Lzlut9aB02DDoXOjaDwYZBf+mjIi9TmEWVLwM2Thp80gQJNGsJyMryYTreT50/2VKTJFqoZCVUORUybNoaFQ0VCsaiqWK3qKVNP51+eXKxqsgEVW8dYqeGs8eGt+ffbgrVMIMmgIMmkJ1Gvw14OvTsVX9mCRXRhxoldtaD02QPktGEmDpHGD1oGkLQG9H5IxCMloRzK4kIwSGPVIRi8ksxnJEo5kCkWSNbicKmVFHgoLXeTn2cjPs1OY76Qw301JLpTla7AV6XAVm8ClR+ewoHNY8MmLJvx/8uE0llIckkJB5GkKoxIoCT1BZrhCJrDOo0Pdl0Tomt00K/Wid4iB1r2bE1qv9t+2NArCX5Flma5du154LQiCIPw5UVRVU9ru7fCUW2n482qa5R7nuM+nfFsyHv/MWrD0NqZpPmBe6gZmdH+IYC//qg73ivCkrcG55ynUouMASN410DV/Ck38zUh/M9hCfqbCh49byUtXMfq6SWv+CY/sW4mlRQSyVoO9qAZpe6cwsOwUs6xzsN7Rl1oDb+D0ihVX49T+sVbxErsfasH3u5vy9KatKMErwDuNxfXLWFx/HXEFW+iabCQmpyNl9mYkFwRTXmaiNCeM3TnD2c1wAHzMGcSH7iI+dCdxobsJ8T2FrHNj0JVg8CnBh1Qi2QuA26Oj3B5EqS2IckcgTpcFh8eITdLg0rpQdA4UnR2PzoEie3CjBUWDt+IhFCvBmnz8dXloJWfFDWMSeFQVSSODJKFKoEoyIFEqGVGR8SCjSBXPFa1IFa1MCqCoKrIKfqqKjwpRqoqiqkh40EtuDLKCTvKgx4NW8qDDgw4X8vlWq0um8Lsa6g9UN7jLwF12fs8pf38ESYtkDkeyRGG2RGKxRBLtH4kUFYVkiUK2RIIx+HcXCWxlKoU5CvmZKllJHjLPeUg94yYnBfR2b4JTGhKc0rDid6W1UxySTHb8MbLr7sIZdJq8oNOsBVY6fFBW5xD7zSE62S30aOVPx4HN0XmLVizhnzGZTGzcuLGqwxAEQbgmiKKqmpLMJjTDerFVY6eHx0iDpZt4wPk5n5XfhX9WTVoteoh9g96nz8opvNh8HP1rdqjqkP81pSwN165JeFKWViwwBKBrOhVtvQlImr8foCArycOHk2wU56q4zQX8HPQotrJ8vFpFImk12ArqkrZ3EkOsx/nQ/T265+4ltmk9XC5XJZ/Z5ZEkGNlWw9AWXflmexfe2n6CUu81eIXsIynASVKAE1iB3r2SGsUyNbMCCC5qiMYRidMWiKPcD4fNwvHsnhxJ74Pq0aLTlRMWcJTIwCOE+J8kwCeRQEsqAcYctBoXvpZMfC2ZV+wcLukD5q8qFIkLI+79I5IW9D5Iel/Q+SD9v9fofZB0vr+9/t/3dD6/K+JVxQMeG7htqB4bOApR7Xm/e2DPR7XnolozUK2ZoLpRy1NRy1P/PEZZj2SJPP+IQmOJItgcQUh0FA3rRSFZIsEQgMsJaac8JB1XSDzi4fQBN7YyI4EZdQnMqEuDbUMp808lN+okaY12YQ1Kh6jdZEbBj24DX+S0QJ2u0jLfTJ86MLB/FLENgv9FUgVBEARB+DOiqKrGlu5z4NHq0AzuhWHgjcT9vJq753/F58VjIbsG7RY9zPZhM5h44CNWpe3hlQ5346W7dq5Gq4ob9/GPcR14GdzlIGnRNrgPXdMpSIZLa33LOOvh3UfKsJXKFOuT2BwxDY9/OcFt4rDLCvbCmqTtncww61Hek37G781JGKPDKvnMriyjDiZ0lbircwOWHGrAuxtL2V94GFPQISxBh3HqyzgZ6OFkYC6w8R/uPQqIQqsqBCgO/GwWfKxeBDh1RKo6aph01ArQEBmmw99LA5KEhATnW5yQJJB1IOtB1iH9+lqjw6Nq2Lv/MK3atEOrM8Gv98GpCnB+tAiomJgKpeJZrWg2UlX1/Dr/896vz5KMpDGBRg8aI5LGCBpDxWutGfQ+oDFdsS6d/3QvquJBtWWhlqejlqf9z/P/vLZlg+JELT3329QAF6MxIXnHE+lXj+i69enStj5SYGvS08M4vsvJ1hX5lGT64lUYjVdhNPFHeuLwzSQz9CA5jY5QGHkOn4gdELGDBJeZfdktmfa1THSek8Gx5QzpHUCbNkFiHi1BEARBuEyiqKqmdh4pYOhnAYTrOpCht3F3Lx+MowZRs1dH7nl/I59u7Qw58fRbcBfLbv6UVbl7OLEqmS+6TSXGK7Sqw/9bnty9OLc/jFpQMSqdHNIefYeZyP4NL3kfpxOK+eARO6rNTIHxFFtinqRHx9ac8sshx23FWRJN2t4pFQWVcQkhb0xFE+BXSWdU+WQZBjWHQc29KSjryJJDHZm/T2FHWhYObTp6r3T0Xhlo9CVotOXIunJkjQMVGdSKh8dtQnF64XF54XH64rIF4ev2JUzrQ7OgUNo19Kd1HT01giuOdzlUl4u8o1rkiB5odLq/3+A6IcmailYmSyTQ5qLrqB7n+cLr/xVb5eko55+x54LHhlp0HE/RcTxJv20fbImma3Rrgob4Ed9mIscPRnB4i5vTBz0YisOJKw4n7lRfyrxSyInZQk6z4xQHFuAbtQXfqC24nN58md6RGd91JeizEobXKGL04CCa1zeLAku4oLy8nLi4OACSkpKwWCp/KgZBEIRrlSiqqqmcY7sIl5uR6QrnkQXw6opyJvfXc8+NQdR4+WbuWnCOj9/T48puyoPf3cK3w38ihRwGr3mK99o/QqewxlV9ChelOotx7Xse98nPARX0/uhbv4Sm9ui/HITifzndLmYtXsahj5tgcgZTZDiL3GcBPw15k2cPfUiOy4qrLJTUPdPoZU3kPb/VhL46Bdn7+vlCEOAFYzrCmI4yqhpBWmEEh1NbczQd8sqgyApF5WB3g0lX0dpl0kOwH0QFQKQfRAdA7VCwXNnpt4RLIGn0SF4x4BXzp+uobjuqNR21+AxK0QmUopMoBYdRC49WdCssT6UBwMYvaR3Ugnaj++GcNJxjh2M4uNnNid1uvMpi8Dp+O/HHFfJ8jmKtvZP0pgmUWkrxj1+Jf/xK7EXxzE7vwvvvBlJXU8joNh7uGhpIsI+orgTIy8ur6hAEQRCuCaKoqqYG3tqXGxut5dM5n/Nu4VhSbdE8Ph9eW+5kYl899/eN5w6zja9fdXOqsCtTfyhkzk3rOB5oZ8LWN5jaZCRj6/St6tO4QFVVPOd+xrl7KtiyAdDUvA196+lIppBL3seaI1t5+bvZ1Nw3CW9nMA5zNqNfUOnS4jnuXPYw51zleGz+pO55kjbluczyW07YGxORTMbKPL0qJUkVBVJ0APRvWtXRCFeKpDUi+dQEn5poontfWK66ylBy9+LK3EbBsZ/w85xFyduPkrcfiZdpEtaZFneOxjl5IAe36tizxs3ZQxBc0gT2NSFqv5P8wL3Q9CiH6xzB6HcOo985QurNpTC7FS8d78rzW3wYUbuMB4f70aamGPVNEARBEP6OKKqqMUPdrtTqUMrJsI18v/gkr+SNJ9EazxM/wxsrVB7pYaLHWAdrZzvZWDKIJxYXML/zQX6p5eLVw3MpcJTwWKMRVT5cuFJ6DueOx1DS1wIg+dRG32EmmvCul7yP42mneW7+u+w4fpQbkt7B2xmF3s/Gs5/GEhgsM2Xxvezx2FDdBlL3TqF+mY25PguJev3h67qgEv57JJ0XmohuKMEd2ZPWiL43tELOWof73M8oGetRsrbgzNoC+im0qjee9q/dS2FJMPvWudi9ykl2sp6QvA6wrgNdN5ZhrH2ChPrbOBuZgE/ETnwiduKyBbI8vTM/zOhCO28jz4z0okcjWXQNFARBEIQ/IYqq6k6S0bW8lbtaOBmz8kW+31jI9LJJJFjr8Pxi8DHqGd9IxXXUxQLnHTy8LZvYkhzea2Hn04QllLntPN1sFPIldq27klSPE/fRd3Edeh08dtAY0DWZhLbxRCTNpfU5szrtvLnkMz5d+z2KotIp83n8HbWx+MLED4MICnLx3s93slhWQZFJ3/8o4cUm5nnNIe71B5HM187AHYLwb0imELR1RqOtMxqlLA3Pmbm4T3+DWpaE+/CbuI++i6XWSLoPmEiPkfFknFVYsyif3Wsc6Ox+eE62ptbJ1jQLLKKo5hZ2N9xOqVc+gbUWEVhrEYl5jRjyXQ8aUofnR3rTp5EkiitBEARB+H9Ev45rhd6CduDrjHpwFMdqD+dHvzE01h6jxC4x02Yg1yhjdeqZ6zuRWxIDeHKnEUmFuWfXMHXPp7iVP59otTJ4srZhX9wB1/4XwGNHDu+GcdAudM2euOSCavup/XR/6Q4+XjMXRVUYIr9AREkHNDqY8IqZ4FAHS3+4gw/lijG5s47diTa3Ft/rf6Du6/ciWURBJfy3yF5R6JpNxTjsEPob5iIHtwHFiefUbOwLWuDa8Qjh4VmMnRTCe0sjqDNuL6n+63BLNsry/dDuHkCnOdMZ8ssDNDjTDskjYQk6SmTLmeQ2eIbbFy+h+/Q8Dv/FSPGCIAiC8F8kiqprTY3OaB7eyoi2Wg4GdWCh/200809neagJuwzpqQZmhD5Lp/I4Xt5qQqPA4pRtPLlnFor6VzOcXhmqPRfH1vtxrOiNWnQSjMHou3yBofcSZN9al7SPUls5U757naHv3M+53DTC/YKZ3uILdMfbAzByqpEatW2c/PYWntJXzCdUcPYmylM786X6HW1fG4XkZa60cxSE6k6SNWjjBmHovw5DvzXIkT1AdeNO+BL7z01w7p6GxlPAg2Nv4J1ZLUnu/hx7w2aQbzyJ4pGxpjQiesUYBsx+ha7bb8On1AedKZ/guvNIrTWNHj/M5Y7PssguruozFQRBEITqQRRV1yKDNwz/HLnnMww2LmOvsQFfNXmDE3UrJsotPahyh3MqqbpBvL7ZjEaBX1K38erur87P/3PlqR4nrmMfYPu5GZ7TcwDQ1hmHaeh+tDVvueT7utYe2U7XF29jzuaFAIzqPJhvhn/H0R8rRknrNUpP685WiuYM5QG9BruspTy3MXmnRvCGayGDp9+EHOBbKecoCNcaSZLQhLbH2GsRhr6rkEM7gMeB+9gH2H5qjHP/i8T5erPoyfcZODKE9TUeZlX8PeRFr8dgUXBY/TDu60Knb16i76r7iUuLQdba8Y9fwW7fqbT+6nNmbiygkj5WhComyzKtWrWiVatWyJc7x4IgCMJ1TnxKVlOKorBgzypsLvvFV5Ak6DYJbvsWSW9maNErbGgxmOAOFb/SJol2nsntxwvyc9y1OwKAOakb+HD711c0TlVV8aSuwP5LW1y7p4GzGCmgKYZ+a9F3fP+SJ/EtKCvmwa+e544PJ5JRmENsUCTzH/uQ5wdM5afXJTxuaNpFS7/bbHi+GsTjGkgzWHBZg8k89AD3OzbzyLOt0URW/zm6BKEqaMI6Yui7CkOvRciBzcFdhvvQG9jmN4Zj7zK1/2jmP/oB+pAi1nu9yuJat9DkjiSiast4PHqUU42pu3AagxZOpN7Z2kiyB1PURj7MnkTrz77jUEZ5VZ+icIWZTCb27NnDnj17MJlEd2pBEIS/IoqqamrXmYMsWTKFJzfM5O7Pn2bJvvXYnBcpsBoOhPHLweiLNmUbT8bfQlQdMCjQI9fOvrIIpha+Rr0jbQF4P3Mtc1Z/ednxVRRTq3As7YZj7XDU4tMVXf06fohxwGY0oe0ueT+L962jywu3Mn/XSmRJ5p4et7Hh2bl0rNOCua/aKMxWCY6UGPmoE/mbIbyrWNnqE4Lq1pO+/zF6lZ/jrUeC0dSOvezzEoTrmSRJaCJ7YBiwGf0Nc5H86oGzENe+57DNb0wbZR9rpn1G21pNKXYW8fS+Cdj7fsX97+hp1EEDSNjTahO7/DGGz3uM6LP1kDVOSgOWM2zjRB5etQlFEc1WgiAIwn+PKKqqKblgP7PqpLC12XFaF33P299OpPGUfjw8+0U2Ht+F2+P+beXIFjB2IRh80KRsZnT9SWh1EFPuYaSfCw8yi9MewnO6FwCvFq1n3fezUJV/fo+V6nHgTvzpfDE1DCVvH2jNaBs9hmnYQbR1xiDJmkvaV3ZxHnd9Oo27P3uKvNJC6oTHs3TKLF64+RHMeiMb5rk4ut2DRgdjn1IxzR/G5uIUPg2tA0DW0QnUKZT5engJptYN//G5CMJ/lSRJaOMGYRy0C32Xz5G84sCWjWvnRHzX9WbewM7ce+MIAD5a8y1PbnqMIU/YmPqFmaYd3IBESXYdGqx4iBE/jseUE4NGX86q0s9o/f0rHM7JrNLzEwRBEISrTRRV1VTLiHAwR+Kn9TA2rIDlTc4wt+ZhfJLmMPGT+2g2bQBP/vAWu88cQlEUiGoFY34GvRdhBd/Tv/mPAESccPDdbQpBZhdnz4yiOLUrigyT1S2cmPEequ1Puhf+P0rJWZx7n8U2ry7OTeP+p5h6FNPNR9G3fglJf2n3Mqmqyvfbl9LlhdtYfnATWlnDY/3uZM2TX9MivhEAScc9LP7UAcDQeyB6+81kZx5iamwrAIqSe2BOb8C8tocIGdjxn6ZXEATOD2hR81aMQ/ejaz8DTKGoZUl4tt3LVN33LBwxAIvBxPZT++kxfQzpHOWuV/2Z9qWZxo2zQJUpzmnJjfMn0nHZKFSnkTLDCW7e+ATP7Vh2VQbHESqP1WolLi6OuLg4rFZrVYcjCIJQrYmiqprSxvRHO/gQ+72mIsUMAllHYy87T8ZmsbX5KWbF7MV46iOe/ngUbZ8ewos/v89hfFFHzwediRv0k4iPTMVhhfzldk6+oqF3fBbZx8ZhLahDuV7lnoDDZD/9Jkp2/h+Or6oKSv4hnAdexraoLfafm+I+8g7Y85DM4WibPXG+mHoZyRRyyeeVkpfBbe8/ymNzXqbYWkqTmHqsfnI2UwfejUFXMdCGw6ry9Ys2FA806yrTqfQOPMk7mBzfhgKtDntJDKUnhvNd1Frq3dv3iuVcEP6rJI0eXb0JmG4+gq7li6D3Ry06QdPkV9nXxcrt8Sayi3MZ+s79fLtlERE1NUz4oDYPvVRMlP9Z3B4DXokdGPLVU3if6Ioku/kh/XsGLH2bAkdpVZ+e8C+pqkpycjLJycmVNsiRIAjC9UJM/luNSbKGfH0TtF2mofUU4T63EE/SQpSsrTTzstHMy8ak6ByK3MnsStrDwmMz+UIfQ++Ym+h39iduDxvJ6zkbOLUPEja5WTQpkOe+2MesI/ega/MKOd753FKjkIVTXsfnsQFIwU6UvH14cnah5OwGZ+H/BKNBjrgBbd270ET3RZL/2Z+Ooih8telnpi/6CKvDhlFnYNJN47m3x21oNb/f15JZDvIzVfxDJG6LfwTp7AY+jmjELos/ittA5sEHmWVYxQ3PDEQSI1IJwhUjac3omkxEW/dOXEffxX38I/Qlx3gpBMYHh/J8gpFJc1/lZEYiz9/8MLW7RDGpfSi7Z/7CopVtsDqD6LD2FnKOt+Jgv085wyFuXPwUn3d7kFbBdar69ARBEASh0oii6hohGYPR1b8bXf27Ua3ZuFOWoKSvxZO5CT9K6R1QQu+AEiAb2ENhnIS35wyPR7UnsaAt6h4DHi8j0+p7GGFIIrvYg0U5RYCXDamrDeeBj/54UK0ZTUR3NLED0UT3RjIE/KvYz2Ql8/i3r7DrzCEA2tVqxtujnqRmaMwf1j19wM3mhS4ARnb8DNPZeez1DuWD4JqASvaxcTxRdoQxM3sh6XX/Kh5BEP6aZPBD3/I5dA3vx3XkXdwnZxHrzuarenCgzMTM/V9we9Y5Ph0/HT+LD+0m30yjritZ8HYee7MGEZJRi55fP8/W3t9jjd/H7Rtf5tlmd3J77W5VfWqCIAiCUClEUXUNksyh6OqNh3rjURU3St5+lOxtOHP2UZ61G7MjA4NGRdWAnz6NFv5pFRueAwNQXwP1LcCvtztI4FR0uMr98fKtgbbVEDShHZACGiHJ/75wsbscfLr2e95Z9iUOtxOLwczTQ+5nTJehF53zxGFT+e71inu8OjQ7SN285yjT6Hm4VndUtYzitE4MTNbzzGt1kXy8/nVcgiBcGskYjL71y+gaPYzryEzcJz+juZeNr+sls7f0R5557yiPjptNzbBYvNr0YfT7CbSe8Tjf7p9CqT2Uzkvv5FjDFqR1+5wXD31OankuU5vefMnz1gmCIAjCtUIUVdc4SdaiCWmDJqQNOsACqK5y8rKOsPPAIpqf+BKtM4jt2SORZTfZIauJiQvGV46lxKZjh7GMzboc0l3BJO97mSkFu5iWlYP50Yb/uqBSVZVVh7bw3Px3Sc5LB+CGBu144/apRAeG/+l2F7r9+ZYzyHQLAJNb3E2+KwWXNZiahzvx6RQT2ojgfxWXIAj/jmQKQd/mFXSNHsF1dAbOE5/RyttKK+897J/fjuKWz9K83b1IIXWp/9ybPDX7Xr5ZdzPHcnrR8FgLQjJe4uiQN/jqzC9kWPN5q9149P+wC7EgCIIgVGfihpTrkKSzEBzdjgEDXyNqwm6C1ULKsyNZf+hxtmx5jzu35DJu5wlOeVoQbLsBja4GksFKaPOPedmrLwOOdiD5iVkoBcX/6LiqqrLn7GFufe8Rxn4yheS8dEJ9g/hg3HN899CMvyyozh52s3lBRbe/W6MnYNKWMa/tZNa7UlBVCf2Bm/lppAtLo5qXlRtBEP49yRyKvs1rWIYfw1VzHE5VpoWllHonJ5P8fSs8mZvB6It5/NfcffMyRtSdikbjJLgwkHbfvohPRk1WZWxl3Ma3sXucVX06giAIgnDFXDNF1fTp0+nQoQNmsxk/P7+LrpOSkkL//v0xm82EhIQwefJk3G73Rdf9zwiIQzPoPQbFv4RRU0KAvS6DfR7DrjhYmLgSLRp6FDRCq8iY/E8TXu9HNujr065wFKsn/YQnMfVvD+HyuFm0Zw39Xr+LAW/ezaYTu9FrdTzcZwzbX5jHzW37/mV3H49b5acZFcOntwufR33/TSQ3u4tnyiqO7TzbgwXNXUT0aH5lciIIwmWRzGH4dnkf47DDbKMFDkUixJGAY2U/7Cv64snbjTT8czoN9mFy8954W/IwOQ20WTCRiCNd2FtwhLs2vSMKq2pOkiQaNGhAgwYNRJdNQRCEv3HN9L9wOp0MHz6c9u3b88UXX/zhfY/HQ//+/QkLC2P79u1kZmYyevRodDodr7zyShVEXI00HY7PmXX0z32DnxNfxvdEb3Z90Yc1p9Zx4vA5YgxRdCtpyFq/I3jHrcBTEEl2djf6q3fy1LMrmHJPDl6dWwIVrVE2l4OMgmy2n9rP5pN72Jawl8LyEgAMWj1D2/Tmkb5jiAuOuqTwtixykZGoYNYVMSj2RRw1+zCgKBD8cnEVRzFb8qX+qK6Vlh5BEP4do28cPcZu4ssV7+E+/DYjggsxZG3BsaIPcmRP9O1fJcISwpO6Lrx/dgEZOfVovPE2vPMj2dvlByZsfofPukzEqNFX9akIF2E2mzl27FhVhyEIgnBNuGaKqhdeeAGA2bNnX/T91atXc/z4cdauXUtoaCjNmjXjpZdeYurUqTz//PPo9f/x/7RvepNOSd3YnnWSzNJ67FqgY9R9g3G1c/PDzytoXFaDxPIsEi25+DT8FHthPiXOYbxk6M/WWSdo/9UElgZlUmQtweH+49XlIG9/xnYdxpguQwn2ufRRAksKFJZ/UdFKNSD2VXRRNehSdBuO6J9RPVqmJtel63MDxVVSQaimJEnirn6P8FNAHXr+8Cz3hGVzS0gR2vQ12DM2oG1wH+be9/L42t586T2bY2dvIO5IF4xlvuzt8wV3b3mHWZ1FYSUIgiBc266Zourv7Nixg8aNGxMaGnphWe/evbnvvvs4duwYzZtfvOuYw+HA4XBc+LmkpKLFxeVy4XK5Kjfov/Hr8a9IHLIRbv6EAYmvMevobDbNt9NugExAqETPG9qzeNkm+rva8pN2G1kU0rjLKnL2ZpBcOIEN+vqc8LzJmLR3+d57JUig1+poHteATnVb0alOS5rG1kd3fr6pfxLvoo+c2K0Q7XWI5jU206PoB/Jrz0AG+iTWZtzk4bgVDyiey8/B/3NF8yv8gchv5apu+R3csge+Jm/u/eIZvsgs4vV6ZbQ2ZuI+9j5uYzDatv0Zv3sUPxlnsvPYEMLONUW/8FH2D/iQR7d/wMy2D6CRqk+P9OqW3+uNyG/lEvmtXCK/lau65fdS45DUa2ya9NmzZ/Poo49SVFT0u+V33303ycnJrFq16sIyq9WKxWJh+fLl9O3b96L7e/755y+0gv2v7777DrPZfEVjrw5qpy1k/apbOFXciYi6KdTvfwaAcquHknIPOZpifvDejAeFoZqWRJQ2Zsb2ZpxzBSGrCo8rq+nYOQs10O+yW4+KMnzY90MrAO5rejN3yu+T3mguJr+zxOX580BQV1SdmItKEK4lSUUZvLd3HuUuGzeHa3kmNgtvNQsAqycc37Q8lhW8xubDw3CrBsr8stg3+D2a+fozRG4hWqWrEYfDwaRJkwB46623MBgMVRyRIAjC1We1Whk5ciTFxcX4+Pj86XpV2lI1bdo0Xn/99b9c58SJE9SrV6/SYnjiiSeYOHHihZ9LSkqIjo6mV69ef5m4q8HlcrFmzRp69uyJ7koVF56eeBXcz1trO5GREMMtj9Qkqo4GVVVZvW4npEMPmrGK/SznCPNuGsaoob48/HEh35z0501NH/ZtSeCrW8sJ7974X4ehKCoz78oDoGHIEm6RviE9dBtBfmcxurTMGvI4EQGRV+ac/0Sl5Fe4QOS3clXn/N7Q7QZue/9R5mcWkSC1Zl6PeAynPsKsycQVp6e3+QlMqpM1R0fgVRRG6wUT2TNkBq3beLin7sCqDh+o3vm9WsrLy0lNrRgwqFevXlgsliu2b5HfyiXyW7lEfitXdcvvr73Y/k6VFlWPP/44Y8eO/ct1atSocUn7CgsLY/fu3b9blp2dfeG9P2MwGC569U2n01WLXyRc4Vh0OmImTKLV4YXszRnCspmZPDArDkmS6N6tDfMWrKZ+URQpIXmccKbwxP5Z/HDj88yZ7E+3VVYenKdjvaYubX8o4r1dWxj2SGtkP+9/HMaehRmkp3qj1Vh5zmsQxZosomsuBOCFFmOIDY27Mud7CarT7/p6JPJbuapjfpvE1mPBxI8ZPvNBjmScY/BaiQV3LsdyYBpK3n7UYOhkeg5vtYR5x8djLgmizYKJfK7OJNQSyPD4blV9ChdUx/xeLf973pWVh/9yfq+G6yG/HkXBZrVTbrVTaC0lozyXDGs+2bYCSt02yhU75R4bTtWNKqmogCRVDJxl0Rmx6I34mbwJNvvhb/DG3+BNhDmQcHPQZc+Xdz3ktzqrLvm91BiqtKgKDg4mOPjKTOTavn17pk+fTk5ODiEhIQCsWbMGHx8fGjRocEWOcd0Ia8RNIzdx4F0Hp04FcWJjHg1uCMZkMnJj1zYsW7mFTrn1SAvI41hREu8dm8+kxrdyZ28zbRp4GPFGCSesfoxIuZGOjyXydr8k2tzc6JK77bisDpbMsgHebPb1I0enULfpuyiyQq/Qlgyq061ST18QhMpXNyKeBRM/4uYZD5KQkchtcz7l50eWYDz9Ca6D05G8nDRp8ib+ajbvn3wWU2kgbX6eyOvq+0QPDKFdiPjcFoT/CpfLTUFhCYVFxRQXl1FQUsKpklTO2jPIVgrJl0vJ15RilR1/v7NLJAHBej8iLcHE+oQSZQ4m2iuEmt6R1PaNEoPnCP/YNTNQRUpKCgUFBaSkpODxeDh48CAAtWrVwsvLi169etGgQQNGjRrFG2+8QVZWFk8//TQPPPCA6Ad+EQED76brirmsTxjG0vdzqNclEFkjEx0VRtPGdTh05BQ9rM1YaNjO5wnL6BTahHYhDWgUrWHPWz5M/6aIGTssbJNr0G4lDN2QwNgb9PQeGIve8Oc3mxeWwyuTTuGwxlGmkTjkp6dT3RfJthQQZgzg5bZ3i3sqBOE6USsslvmPfcCgt+/lcEoCoz+ZxncPzcAQ3hnnhrHIZBDT8ium6TN48chnmMv9abHgYSbrPmHusIeJ8Qr9+4MIgnBNcTpd5OYVkpNbQG5uAbl5heSVFZOmzSNVl0eGpoA8TQkeSYGLNBAY0eMvexGg9cZbNmOWDVhkIzpJi6QCCiiKgt1lx+a0YfO4sKoubJITm+zEKjkolW24JQ85ziJynEUcKDz9u2PISMR5h9PAL5YWgXVoGVSH2r7R1WowHaH6uWaKqmeffZavv/76ws+/jua3YcMGunXrhkajYenSpdx33320b98ei8XCmDFjePHFF6sq5OpNo6Pn5LZsu6eUtPwYDs3ZQvNxFXNBtWnVmIzMXMiD1sY67FFPMWXPxyzu+Sp+ei8sBnhlvB/3DvTwxPsZfJcRwQJHXRashKCV5QyNLaRhPQth0V6EBugoscHuswq7E5zsOSMx7Fw8JlQy/MqZHDyTn2NPIyPxdtv78dVfuT77giBUvVphsXz/0AyGvfMAO04f4J7Pn+aLe17DOGQnznWj8GRvIqjJSp43D+XpPT/jU+5HvZ8m8KD5M74bPBEv3fU3YJAg/Jd4PApZ2XmkZ+SQnpFNTm4hLtVNhraAVG0uKdo8sn0LUf/f9VRvjZkGvrHU9Yuhnn8MtX2jiPcOx/tinwm2QkjdC6m7IXUPpO8HW9FvMaChXOtPqTaQUm0QhbpQUg2RJBl8ydQZKdbYKJatFMvl5GlKsMlOEkszSCzNYGnqDgC8tCbahzSke0QLOgY1qsSMCdeqa6aomj179p/OUfWr2NhYli9ffnUCug5Yatfnxs7rWbGxNcvm+dFkSBYavzA0GpmeN7ZjwS/raFtYm+SAHLJthTy770vebffQhZakmBANc1+KYNKhYr6Yn8u89FByJW9mJVsg+f8fTQaMtC1wYFJUDNoS7mz4LS83OQvAffUH0yq48gYkEQSh6jSJqcecB97itvceZfXhrUz85hXeG/MM+r5LcK0eiztjAQG19vCCdy9e2bwIU2kgwd/eykTvL/m49/3i6rAgXGPcbg+paVkkJqWRnJKJ0+miXLJzVpfFGXMG6doC3NLvp0qJ9QqlXUhD2gTVo2lALaIswRfvuaJ4IOdERfGUshvS9kDuqYsH4h1OiakZWa4mFNuDKbIFUmL1RfLYMXmKaewppJUrFZNXPpKfB6uPD9mmpmToA8jVlJCtKSRdW0CmtoAyt401GXtZk7G3oiVLCsKT6kf/2PYYRFdBgWuoqBIqR7fHO7N5ezY51hrsfedL2r7wMEgSPj5e9O7ZkSXLN9G9uAnzvLeyKn03X51ewZ11+v1uH82b+vJBU19mlDtYM/8oy/Y4SS/TkquYyZW80eGmhTuFJq5MMoq64kFPUPsEPmmcgUNy0TygNvfXH1w1CRAE4apoX7s5n939CmM/nsJPO5cTHxzFxP53ou89B/kXN868xQSHnuSJPj2ZuXYBlqIoSmd1522/RUxpN7Sqw/9PkiSJ2NjYC68F4e/k5Rdx/MRZTp9NweVyUyJZOaPP5KxPFulyHv87h0+w0Zd2IQ1pf/4RYQ66+E7L8yF1N2rKHoqSjpOckk+KPYAUTzQ5Shw5SityPCEUSBGUaIJxOXzwKdETUA5BVgVv16XPHGTU24i17KWB3y78QtNxhehJ8WlFieRFjqaIRF02iboscjXFJKq5PLH/M14/+j1DY7twe62eRFmuzDgBwrVJFFX/cSYfHT1GqPzyLazY2ZMWe+eha30LAOFhQXTr3Ir1m3bTxdqQDeYjvHn4e+r5xtAh9I9N3zqLgX5jGtFvDKiqCsVlKGlZ4PYgnV7IdwvqkKrqMQYVsbfRBtLlfLx1Zt5sex9aWXO1T10QhKusZ+OOvHbbZCbPfY03lswiPiSKIa17oR3wDfI3fbA6dxPincojvQcxa+33kF+HIzPtrHh1L33jW1V1+P85ZrOZpKSkqg5DqOYUReVsYiqHj50iN7eQUsnGSX0aZ32zyJQKfrduY/8a9IpsxQ3hLajlE/mHYl3xqKSdTeTksUROJhZwKkslqdyPZHccyZ7OlOJ10Rj8nR5qlbmpU+4mxKEAv7WCqUCRTqJMK1OulSjXVLR8a1QVjQpmj0qAU8HXpWB3mkhwdiahsDOcA5O2mHp+m6gXvIumsQ7Sw1tTYK9HiWTlhD6Vo8YUipxlfHl6Od+cWcWIGjdyb72BhJj8r2iOhWuDKKoEOo+OYuMv2RSURrPjszl0qdsFfMIBqFM7lqLiUtSDKjnaIo7pU3ls1wfM7/4i0ZaQP92nJEng543GzxuOL+XAgWR2Zz4FQHnHzRzWnkMjycxs+9Bf7kcQhOvLqM6DScxJ5eM1c3nk65eI9A+lTa2myCPmYf6kA2XmfELNGdzfexiz186BzOZ889Jhar2dQW3/iKoOXxCE8zyKwukzKRw4eIL8kmJO6zI44ZVKijb3QouUhESroLr0jGxFz8hWF1qjVBXSCmH/OTeHjmdxMqmMkzkGEqxhWKkJ1PzT4wYqpcR4CohxFRNersVg9UNx/e/ULgrB5jwiLZmEmXIIM+Wg8diwWT1YnVAmGciWfciQ/UiX/TirCWGVNpJ8yZsAp0KEzUO0zUOkzQ1uXw7kDeRA3kA4AVFeh4kP2kt4XT1+QTVp7ahDkjabQ6YkkjTZzD27hp+TNjG6Vm/urT8Ii9ZYafkXqh9RVAnoDRK97vTjp3ddrEqcQNv5kzGM+6ZiogegdcuGWG12PAkKeXIp2RTx4PaZ/HDDc5i0fz2yopJ/jr2rF7M47SVQZQzxmSyJWQnAE03voFPYv59AWBCEa9MzQx4gKSeNFYc2MfbjKayY9iWxwZHII+bi9XkPioMDCTTlcXevW/h6zbdwtg0vvbiXD1/3xVsMZiMIVUpVVZKSM9ix6xAp5dkc0idx3DcFu+S6sE7roHrcFNOeHhGtCDT4ciYHthyF/ckq+0+UciBdS77bTMXX0Kjf7V+reqjpyaGOJ5vanhxilXxipGJigiAqWEeaK5596fEcT43Fo8gogKyBeq01NO2io1FHDd5+vlysMFNdbtSSMtSsPJSMHNSMHJTEI3gSzpFt13FQG8NmfR3We9VjuSaSULtCrNVNrNVNqEMhrawJaWVNIAmMmhIC/NPxD69Jd/+mFASmsjf0AKlkMSthCctSdzK95V20v0jPHuH6JIoqAYD2Awys/95Gfk4ImzdF0bP599B8JFDR6tS1U0t8fbyw7XXynfcmThanMH7zG3zS+fGLjsSjqirpKWnsWbWEJMcwSpLDAZXtHb9BReXWGt25o2bPq3yWgiBUB7Is88GdzzP0nfs5lHyCsZ9MYemUz7FEtkDu9QrGFc/i8I/A2y+Dsb1uZ/bK72F/K554czfvP9lN3N9zldhsNrp06QLA5s2bMZlMVRyRUNUKi0rYuv0AO3KOsc9whiSfnAvvRZqDGRrXmQHRnSgoCGHDSYUJPzvYes5FnuPXsdElwAeoKJ7qezJp4k6jvieT2ko2dX3LqRFtQR8dghwejBwRixTemvRCL3av8jB/rZuyot/ukYqsJdO2r46W3bV4+//9gDaSTosU6AeBfmga1rqwXPUoxKVmEn3sDP32HcVzeAk5biPL9E2Y592anwJrY3SrxFo91HG6iC13YHf5kJHnA3m/7qU5DRhIA3M5Jb7ZlPrk8NKGIzSpmcXtbdoTHW3CJ1BClsXn1/VKFFUCAFqdRN/xXnz7ip11affTcVFfzDW7gU9FdxtJkmjetB4+3hbKt9r52bSdvQUJDFz6BDOaPUCT2Nq4XC7sDicFBcUcOHSCnNxCVCmc3P21Aciqt4c8/3O0DW7A081GiS9GgvAfZjGY+Ore1+n96lhOpJ/lsTkv8+n4l5Ha3YMpaRulx48je8LxCsxkTO+RzF45j/TVrXgjbA9T72pT1eH/JyiKwt69ey+8Fv67PB6F3fuOMP/kRnbrT5HjVQxUdO/rEtaEwVE9KM5uysr1Tl4+LpPtgIpRfysKcYPqorE7nabuVJp6kmluOEfjCDumenWQG7ZAjumMFBSApPmtMCopUNi7xs3umS4yztovLPcOkGjVQ0ubPjoia16Z+7EljYwUF4kcF4muf1dUu4PoQycZv3U/43Z+RHqZhR8MrfnM0oXFPgFIgSZCXG6GBObTovQohVkmcm3xODzeYLXgY62BT2YNAKy74bPvFaAcrR6CI2XqttJQv62WWk006Aziu9D1QhRVwgWtemhZO1ciK9mfDWdvof+ih2HUTxe6AQLUrBHNfV43E7Tdjy+cq8ggn/F73mTIhvYEKt6/259GceJ7LosTWX1QZBcJbX/hxvAWvNnmPnSy+NMThP+6CP8QPr/7FYa98wCL962jcUxdHuo9GoZ8QEhGZxKzW+LDQbwD0xjXZwRfrphP6jcN+SniDMP71vr7AwiCcNnyC4p4f+N8Vrn2UmAuA8Ag6xgc040IZx9WbfNlaIIOh1oxdQqAl2Kno/sMHd0JdNLspZVpH6baIcgtuiJ1GITkffF7qV0OlaPb3exe5eLEbg/K+fEmNDpo3FFL2z466rXWoNFWbiEiGQ1o2zZF27YpqtVG/PaDTN6wi0eOrmOpvgkfmW5gu74Wn5SGoZNDGTvEylNxSwg6s5SU0yVs1dxGtqMOhVaJPKuCriQQU6k/bqeGzHMKmecUNv7kQm+EJp219LxdT3i8GLDrWie+2QoXyBqJ/uMNfPGMnY0ZE+hytD3eOz+B9vf9br3QkAAeHDyCLmkteHDPu2RTyLfeG4hzh9LQE0NDQjEWriRXPc3+05+jA1KabGJM64482mg4sphzRhCE89rWasb0Wx9n6ndv8Mqij2kUVYcbGraDW78mflZPks+MoFTeRqj/Wcb1GcGsZUvY+FYssaG5tGkhhi8WhMqiqipzdq3gi+TlZGuKQFMxIW+fsN5kJNzIjM+8KXP/9jWytjuLfq4j9Ja30tm8DlNAGnJ8DFKrO6DJZDAH/Omx0k572Lncxd41Lqylvy2PbSDTpreOFjfqsPhUTYuOZDah69EeXY/2GHLyGb5pD4PXz2VbjjevmvuxUV+Pz3ZYmLNrOA93GcyTTzoYn76Wo0dWsMsaT5kMK027SNIWYSz156a0IOqV9ONkYm1KCiT2rnGzd42bJp219BqlJ6auKK6uVaKoEn6nSWct0XVlUhO8WJv2IEOWTQWTPzS79Y/rRtViUfArPLLjPXbnnSBRl0WiLoulqooaLhF5bCSNciNx622MuTuCYQ3bVsEZCYJQ3Y3uPITDySeZu20x937xDCunfUl8ZHOkvq8QuvhlyvbexJk2emr5nmBsn+F8umQ5Xz/lR/jHdqLjxOhagnClnS5IZcrmjznuTgENGNDR1qsvR/f2YfpSnwvrxXnyuNm5jxGm9TTzWo7WJwNJL0HTEdD+Iwhv8qfHsJaq7F3rYucyF2mnf+te6hcs0bqXjja9tYTG/vMCQ3XbUMtTUe35qI5CcBSiemxIkgxIIGnA4IdkCEQyBiGZw5H0Pn+7XwA5JBD98D4w6EZ0X3/Pctsetu5Yw0va3mzR1+HNjRq+3KzyVJu2PDBqENG2ctau2cjAkk7sNJxgl+9pfvLNp1vxJmZ4HyEn4AHWpYzn0B5vDm9xc3iLm06DdQy+z4DeKLoFXmtEUSX8jiRJ3DTewMeTbWzJuotukZ/hv+A+MPhA/X5/WD/A4M033Z7idHEaS4/8xJKUbaTrjfjY9DTcNQyA3mN1DBIFlSAIf0KSJF65dRInMxLZd+4oYz+ZyvIpn2NpO6Hi/irXcfy3tyOxq4Ma5kTG9h3OZ0uW8tbEAl76PBSfAHFlVxCuBKvbzsyDP/Ft0ho8KMiqRD2pMycPDefzjIq5l7SqhwHOQ0ww7KV76Cp00mYkrQNMftDmEWh3D3iHXnT/qqpy+oCHHUtdHNrixu2sWK7RQuNOWtr311G3pQZZ8/cFhaq4UYtOouTtR8nfj1J0ErXkHKo1/Z+fuCkE2ac2km9t5MCmaIJaIfk3RNLoL7q6JEmUhPih7dePHhM8dN12gCXLF/JUfjsStOFM3BnFFzsyeb9JAgMHtWRLUjryWYkQxY+Vln1s9A1jnFbPJ4nvcpfxLTJvvZ81mZPYu8nA1kUuTh/wMPppI9F1xGfbtUQUVcIf1GutoWYTDWcPw+KiWYwxDIAfx1TcX1Wz20W3qZ26h8fWvsKjbgcZMW3YZZvHxnIdITEy/Uf4XdX4BUG49hh0er6451V6vTKWhIxEHv76JT6/+xWkwe8RktGF1DIrWTuHYuw4lwjvREb3vo0vly/g1Yk5PP9xGAaTuKorCJdjR84xpu36hCxHIQCBtlgyE+5lUWY0AH6KlXvsG7k74iwxkYfQ5M+ruOVaZ4YOk6DTwxWF1UU47Sp7VrvYvMBF5rnfWqUiasq076ejZQ8tXn5/fmuAqnhQS06h5B2oKKLyDqAUHAKP/eIbaL2QTCFIBn8w+CNpTIAKqoqqusFRhGrPQ3XkgbMYbDkothzI3oYHcAFoDMiBzZHDOqMJ74oc0g7pIvNOSSYj+h7tGdYDBiRn89l3B3nudG2OSeHceCScUXt28HLYPmo0jEBvC8GsdGSx924OWgIY2bgfXxxfQ0T6R4zWfE7rW99g7urhZCcrvHOflYH3Guh2s04M7HWNEEWV8AeSJDHkQQNv32tl36kWtK45lQZlr8PsQVD/Juj8KES3BsUDGQfh6CLY+m7FtvVvQtf+M7ZMqPjQHPqAAa1OfBgIgvD3wvyC+eKeVxn6zv0sO7CB91Z+zSN9x8KtXxPxSR/0xSP4au9U7mjzAvGBhxje7V6+XzebmU/mMenNoEq/ef2/KCgoqKpDECpZmcvKG0d+4MfE9QCY3Bbsibez42xnQCJQKeUh23ruiUgkuL2EJuFtKCgGWYY2d0K3qX/aMlWYo7BloYvtS51YSyqW6U3QuqeO9jfpiK4j/6FgUFUVtTTxfPF0/pF/CNxlfzyAzgc5sBlyUAvkgEZI3jWQfWqAIfCSCxHVWYJScga1+DRK0UmU/IrCDUcBSs5OlJyduA+/CRojclgnNNF9UcMvPiWMPjaUB54I5ZZiD9NmFfDFyQC+MbZnaUETXlj5C2PUPSSHBRJYpznfhh8mESsjmw1hTn4GMWc3UD/9UaZ1+J4fcr7j8G4jCz9wUJyrMOg+gyisrgGiqBIuKqauhq7DdGz8ycW8Aw/zxIAUDCe/h+NLKh5hjaEoFexFv23U/l7o+yoLn3TgcUODdhoatBN/YoIgXLrWNZvw6q2TmDT3NV5b/Cn1ImrQu2kXNMPew+vb55lwWuKxI+8zs9ldNIleQ0HrF1i55wW+frOEcdN8xBePK8hisZCbm1vVYQiVaG9eApN3f0SGNR8AQ04bDh+cgOoxYVKdPGpbw6NeBwgY1xZN6lqkQ1sqNoxoDoNmQmTzi+438aiHjT85ObzFfWEEv8BwiS5D9bTrp8PkJaF6nKilyShlyShFCajFCShFCSgFR8BZ+Medas3IAU0rCqjzD8mn5vl7pf49Se+DJqgFBLW4sOxCYZe9HU/mJpSMjai2LJT0tSjpawFop4nBc+Q4mprDkH3r/G6fQb4aPp8cwF1n4L6vPRzKsPCw90jmuDowM/0H7ko5QbP4EJ5ul0smpYwOiWNOi8+JWfEUXsW7uMurCRsG/8KiRfVZ/6OL8mKVWycbxYWjak584xX+VP87DRza7KYgS2VF6bsMfvgx2PoeHPoRso5UrGT0hfjO0HgoNLmZI9vcHNvhQdbAkAfEDeSCIPxzd3QezOHUBOZsXsi9XzzLwsc/plnTEVhyTmK17mNy2gEmmt7lo/r30q3hLPKLa7Jn5WiWhdm4adwfJyMXBOH3PKrCrJNLeP/4z3hUBaPLh/TDd5Of0wyA2+07eda+jLghbdA1bYa0ZAJYC0BvgZ7PQdsJIP/+fh9VVTm138OqOU7OHHRj0hcR5ptGgyaZNG2dSVhwOljTUDemYStLRbVlA+ofgwOQ9cgBTZCDmiMHtUQOao7kWw9Jvjr3GEmShORTE9mnJtraoyqKrKITeNJW4UldgZKzE29PCsqh6dgPTUfyb4i2xnA0NW5F9oq6sJ/2tWDv8xo+2gBPL1TZSxxd/KfwsHUdT51bxreZMuP66Uknn9Fp25hz5y/ELJ2KlLiJG/N7YOn7Id+vGsyulW7KS+2Me84o5rWqxkRRJfwpg1lixGNGPp1mY+NPLlp2r0300I+gx9NwZgOE1IXwZhV3mAIZiR7mvGwDoNvNOkJjxNDpgiD8O9NveZzUvEw2HN/JqA8fZ9mUz4np/jRB2aNQV2UxIDGUF81P82zsywxu/wRFZTGsnt2NwBAn7ftf/OZyQRAg117E5N0fsyPnGABybguOHLgP1WOirjuTD8vm0iHOg/6+u9Cc+gR+/Khiw4hmMOJLCKqYI05VVVRrJkrhcdIOHCHzSAIGTwY3xabj3zANg678fw4Knos0errQUSL5UqAJpkAOoUgbSoEmnAJdJKBDypdwZZfi9KzH6V6Jy+3G4XbidLvOP5y4PG4cropnp9uJw+3C7XFj1BmwGExYDGZ8zF6E+AQS4htIqG8QsUER1AyNJdDL75JatyVJQvJvgOzfAF3jx3CWZXNo+es08k1EzdyIWngM175juPa9gBzeBW2t29HEDUHSmtBq4OEecHNLicfnwQ+7ZWaae7LMtzUf537OV8vPMqGXh2TyGb3nE+bc/Ckxe76CjW/QtuwBzH3z+Gr1eI5uc/PlczbGv2wSLVbVlCiqhL/UsL2W5jdoObDBzdzX7Dz4jgkvvwhocfvv1istVJj1hA2HFWo21XDTBEMVRSwIwvVAp9Hy2d3TGfTWvRxLO83tH0xkyeRZ+A3/lMDsm7hxp5b9J/vynek2RoZ8z23d7+TTJcv5/q06+AbKouvxFWCz2ejbty8AK1aswGQyVXFEwuU6lH+GB3bMJNdehFbVkXf8DnJSuqNT3UyyLWOSfS1et/VG16810rxxkLixYsMOD6B2eQhP/n6U5G8pS9+GVHAIg2oFIAQICf/j8fJcGtIdejKcOtIdOjIcOjKc+orXTh2Fbg3wa4GQf/5xvNLz8Ctfszc1QqKpGRpDzdAYaoTEUDsslhqhMRh1f/49RjIEkGHoSrMbX0erlOJJXoL77PcoWVtRMjfhzNwEu6airX072rp3IfvWJsIfvr8HRraFe+bA6WI/evo9znh1Gx+s/pGHehWTRAGjN77CnBufISakPvw0nsYlz3FvnzI+XfUox3Z4+PYVO6OeMl7SCInC1SX+1xH+1rCHDCTsc5NxVuHte63c/ZqJ8LjfmuBdDpXPnrJRkKUSHCkx/iWTGJxCEITL5mW08M0Db9P/9bs4nZXE6I8m8e2D7+Bz94942e5g8j6JUcfuJdqQQmffbYzqO4JPFq3ls2dVHn3Xm9j6Yjjiy6EoCps2bbrwWri2LUrewjP7vsSpuDA4Q0nYORFneSQNPBl8WfIVjQNsGJ59CE2oBF/0Rs1LQPEx4ml8Ix7nRtSf3r+wr18793sUDfmlcWQV1eKsSybDtxiHly9YolHNEWh1Fgw6AzqtFkmFMMVDiKrSWPGgqCqqquBRFJTzz6qqoKgqnvPvK6qCXqNDp9Vh0FY867U6DFo9Oo0Wg06PTlOx7H8fWo0Wu9NBucOK1WmnsKyY3NICsovzyS7K5VxuGmkFWRRbSzmQdJwDSb8v5GRJJjYogjrh8dQOj6t4DoujZmgMPiav360rGQLQ1hmDts4YlNJkPGe/x336G9SyZNzHPsB97APkyJ7omjyOHNqRAc0kOtWGiT/C7G0Sn0mdWB/QgHc3fsh73U6T5FvEqDUv8E3P54gZORe+H0Wdoje5s5vCZ+smsm+dG6PFwYiJYvCK6kYUVcLf8gmUeeR9M7OesJGfoTLjfiujnzbhGySRdMzDgY1uko4pmLzg7tfMWHzFP3JBEK6MCP8Qvn3wHQa/dS+7zx5myNv38d1DMwid+COGV+/m4yPfM/TITD5reRu1TWe4vc8Ivly8nPcnw6QPvAmLE4WV8N/mURXeOvwDX55eXrGgsAlH9zyE6jFxt20T08sX4tW+IYYHb4ecnbhn345HV4onXgLJBlnLLuzrbLk36dntyc++kdTc5uRYa1Cjq43+d/rSLiawis7w37E57STlppOYk8LZ7N8ep7OSKLaWci43jXO5aaw6vOV32wV4+REXFInOCQlkUzMshviQKOKCo/H3ikHXbBraJpNR0tfgOvk5StoqlPQ1ONLXIIe0Q9fkcfyi+vDVnRLDWsJds+FsSQBDDE/x0J4F0HoxSb4ljFrxDHN6vUDsqHkw9zYa2t5mdDcvvl5/N9sWuzB5SQy8R/QKqk5EUSVckvA4DY9/bOaLZ+ycPexh1hO2370va+Cul0ziPipBEK64hlG1Wfj4x9z2/qMcSzvNwDfv4cdH3iXu6a/we+Jh5p77hvFHZvFt82HE+yYwpMd4flr1LTMfK2XKxz4EhF3a55KiKMiy+AwTrh92j5Mn9nzGmoy9AFiTBpB2Yji+qp1PSz/lJtcRtHf0R9PRhHPzrXgy14P/r1ur5LgMrC80s68gkrKzD+CbOxgAjQ66DtPx0O0GLD7X5oVUk95I/cia1I+s+bvlqqqSU5LP6cwkEjLPcToriVPnn3NLCigoK6KgrAiAXRnHfretr9mbuOAoaoZE0zC6Do2jp9C48TNYEr/AffpblJydONYORw5tj671a9zUtCVHXoDxs2HJIZl3XDfT7kBNopu/S6qvldHLn2JO7xeJHTUf5gylhfMF7N1D+GHtYNZ+58TkBT1vF4VVdSGpqvonQ6/8N5WUlODr60txcTE+Pj5VGovL5WL58uX069cPnU5XpbH8yuVU+WmGg10rXBjMENdAQ1wDDU06a4mqfW1dEa6O+b2eiPxWrv9ifpNy07jl3UdIzksnyNufN2+fRu+6rbA/MZWkZH+ejOnA7CYj0csuVp8ey/ptr+Ib4WHyhz74BPxWLKmqyqnMJLYk7OFE2hkSc1JJyk0jsygXrazBbDBh0hsxS3r6trqBTvVb0aZmE7yMlio8+6uvvLwcL6+Krk5lZWVYLFfu/P+Lf79Xk8vlYv6yRfzic5wDBafRoCPz0ASKMjpQT8lkXtEn1LDkox3phVK+BLUs+cK2qmJksS2Wr865SCgOo0XJXUTn9gZFgyRBq55a+t9luOSLFdeTUls5SblpnM1KZtXW9RgCLSTnZVz4/PgztcNi6VevPsN8kojMW4bkqbgwralxC7qWLyBZopi1CR79QcXukggxpVG3+XNk+zoIder4pufzxOYcgh9GgaqyzjiPX9Z0BGD4YwY6D76+Buepbp8Pl1obiKLq/xFF1aWxlasYTCDL1+YVKqje+b0eiPxWrv9qfrOL8xj5/mMcSzsNQPvazXlh2MPU/WU9Jzfm8nGdaN6p9wgA3+6ZztFjdxIUns89d64mufgsCZnnyMo8jdZRTIDkwV/24CNrMBr80egCsGvM2CUzDtmMTZXId9vJcDhIdrvwim/MXT1vp0V8w6pMwVUjiqprV0pxFreveYEcStGqZs7tmoitsB43uQ7xhesDvBqfhKhT4Dk/Qp8C2lJIc0dx4xlvHKqOBqU30zhvLIqj4vdTr42GQfcYiKx1bV1ArQwX+/u1Ou0k56aTlJvGqcxzHEk9xdHUUyTlpv1u22iTyluNFFrLJyoW6LzRt30DTa07OJwmMfwjldM5Enp9AU1bP0mxTxmhDh3fdH+W2OR1sGQiAMsMa1m1tj6SBHc8ZaR1z+vn31F1+3y41NpAdP8T/hWT5dotpgRBuHaF+gaxeNKnvLfyaz5d9wM7Th+g12vj6FS3FaNbBDLhQDpfmO7lrthPGNHqWQpK4shIvZEZn3agd9uj1JFNxIR0wKbxpVzjS6E2kAyN718eM+L8Q1Ld7F+yjM3qd9Rp2YW+HXuJG8WFaiepNIvRW6aTQyk6jz+nt0/BWRbNq56veTDuXeS4MyAp4AHJHIsuNRNNsYsdhHBbrg/e1sYMLHkKCoNRgKjaMoPuNVC3lfjK+FfM/9OdsG+zrheWF5WXsO3UPjad2M3G47tIycvglj0aGplr8kqtPBpRjHPrfWiSl9Ckw/vsfTaUu75Smb8vgP17XqNhm2fI9i5k1NoX+LrrU8R3mwwb36Sfoxe2G3azeUM4c1+1YzRLNO4ofkdV6b/XdisIgiBc0yxGM08Mvo+tL/zIsDa9AdiasJe701fxrvd2uh+yszenM3rJw6gbJuDlfwprXixLDt7Lfp8BnPDuRpK5ObmGGtjOF1RGnUSwj57oQCO1QgzUC9USQhZxhkLCyMHiKUSVtLjN8RgtzUg5WcKXn37Evj078Hiu35HxzGYzZrOYUPlacbYknTs2vUy2vRDJFkLC5ufxtRvZG3UTD3V6CDn+FEgKcsQNGFq/j+F0MdoiN+ucvozKiqFN3tPcmDwTCoMx+8AtjxuY9KlZFFSXwc/iQ//mN/DGyKnsfnkBq5+czdiuw0hRgxl8OIrXUkJxKhKe1OXYFrXGUriBefdJvDVCRXX5cmz3S2hKg8g2uhmzaTpJDW6D5rcjoTBUuoHWnctQPPDV8zZO7XdX9en+p4l/JYIgCMI1KSogjA/vfIGH+4xlb+JhTqSf5UTGWe7Py2JUViSxxhiCfVIY2e9WvlywBnd6NKkrynjcZyEajYykkZFVFdmtgNsNbg9oNUh6HapeR5HHRUCjumii45Ejg7Fq80k8tYuM3FLSjY1waUPYcyiNQwdP0bZlIxo0b3FdtVxZLBbKy8v/fkWhWjhVnMrYza+S7yhBtkeTuH0S9wT+yPTo59DpK+7hkUM6omv5LBpTHOqn3ZHsJexymXgqbRh986Yi270B6HCTjpsm6PHyE9fer7QmMfVoElOP54Y9xMI9q3l72ZdsPprEWzXTaEAB9tWDMbSfyeO9x1E3TOWWj705tft5arR5iWzvbEZteJlvbnyKuOI05MRNjPTqgaPdFg7v1DHrSRsPvmMmroHoolkVRFElCIIgXNPqRsRTNyL+D8uV/ETKFnejhi6TfjeN5JcFSygrqM+9BhOtlBMMdx4gVC35w3a/3mjsByjrd/FrO5RGlqlbvwYNWrYiXT5Nwtl95Hi1x6r1Y8v+RE4cT6Bb7z4EBQdU1qkKwkWdLEphzOZXKHKWIdliCT7clW8a9qGB5fx9O0oU+t4foInsjmQvRpnVC7kkg8P2IN469TZti3sAEBItcdsUIzWbiK+Hlc2kNzKy40CGtunNnM0LGb/yS6aGHGNQUDHO7Q/hKjpF/zbT2fW0TO+3TCTufpa4Ni+R453FqA2v8E3v14ibPxZNbgJjIocxq/liEg7AJ1OsPPyemYgaorC62sS/GkEQBOG6JAfWwHLTQhwretPBcpiCQQ+wZeGnhGfGsamGnad8B9ApEgbWszOwvpsaISq43KhON26rjf3rNtI8NAIy81ASU1HTslGOnUE5doYQIKx5C/bozlFWcJbMoP7k2U38vGgNTWoF06ZLNzQacZVfqHznSjO5c8trFDnL8CqPZExmEeMbDAVAdRpAewumse8ia3TgceP89jb0uSfZVdCRr059SLgrGEmGG2/R03ecHr3h+mltvRYYdQbu7n4rt3a4iWfnzeBcylc8GpWDevx9CgoSaNj7R/a/oKfrKwpndj9DTJuXyfHO5I5Nb/H1wPeo+cMd6HL2Mb7+nXxo/4qkEyrvP2rjjieMNGwvvuZfTeITXxAEQbhuaYJbou/8KQA3+Sylxx0zUFGolViPXtrtbM8t5fE1/tR+L5imH4fwzN4I9skxULcGOTXC0Azvg/HxcZg/fBbTrBfQ3z0cTbP6IEkoB07Qcn0x7ZJq43N4HjGle1AlmUNn81n84zzKy21/E131Zrfb6d+/P/3798dut1d1OMJFpJfnMW7za+Q7SuhUrvC9bSHjQ78GQE2qjUv7DuY7P6woqADr0qlozu1iwblpfHvsB/SuYIKjJCZ+ZGbQvQZRUFUhH5MXM8c8Q+N+n/NUam0cioQpazXpy4YT4qOy6zkTTYO0pOx+GmdpBLl6F3fsmsXJwR+A3gtD6irubf0w0XUkyotVPp1m4+f37bicYpDvq0WUsIIgCMJ1TRs/DLX4FK4D0+mpnYlxQkOWfdaHWsfboGuxnuwGwew92IGj6XA0HV5ZBmE+WpoHNCG8EbQ5PzeoHBqE3L8buv7dUDJzcS3diHvtDgzZhfQjloSiIvSRX5NSczjZVjPzf1xAr943Eh4ZXrUJ+Jc8Hg/Lly+/8Lo6yi3J51jaGU6kn+FkRiLpBdk43U6cbjduxY2f2YcI/xAiA0KJCYqkVY1G1AqNvS7ufcuxFTJ28ysUWbN5rvwMg9WTYABnuR+6A21IiOhI49EjL5xr2e6vcW9dwicnfiaptBUS0K6fjmEPGTCYr/18XC8GtLyR1jVX8/7X43jEayMBeWs59cvN1Bn0M1ufsdD7jTK2736aqFavUeCbwujDP/LF4PdovOB+zOfm8+gNWhY3fpdNP7vZNN/FmYMeBkwwULeVBo320n7PikelMEelpEClrKjioXhUzN4SZh8JL1+JkBgZnV783fwvUVQJgiAI1z1t02koRQl4zs2nszQR3X01WfRxbWL334hLs4x7x+ynmTyO1YcsrDwKWSUSK0riWfEKNI+B8Z1hVHvwNlXsTw4PxjBhOPqRN+FavB7XgjXULQXlZCzeWUtJbdmOPHMMS5ZvpnObutRv2qxKz/96klaQxdL961mybz37zh39x9sHevvTrlZTujfqQL9m3fCzVO2clP9GqcvKXVvfwKfkJB9YDxJNCYoqUXy2JX4n6lLYsR2pNf1pfH79sqRdJM/5ge9OrqTUFYzerHD7FDPNb6j6OYCEPwrzC2bK/T/z5ezbGS2tJLpwNXvmD6X1zQtYN82Lm94uZe3up4hu/TrFfomMPbmUWQPeouUvj6I7/gPDWuioO/1t5r7hJv2MwidTbfgESLTqqaV+Gy1Gi4TRIqHTQ1GuQl6GSn6mQk6qQlaSQnaKgtv51zHq9BDXUEOtZhrqttIS31C+Li5WXA4x+e//Iyb//e8Q+a1cIr+VS+T3n1PdNhwr+qLk7UXyrc0u1woWfFQxoe3pdr9Q3mUXL7ccT9vApqw55uaNBVnsyo7E6a74ouBvhkd6wEPdIcDr9/tWcgtwzl6EZ+s+AHK0NtKa+nEsoj0AHZrG0aR166t3sldAdZv8d8fpA8xY9iWbT+65sEySJGqGxFAvsib1ImoQHxyFUW9Ap9Gh1WgoKCsiozCH9IJsEjLPceDcMRz/821Rr9XRvWEHhrbpTZ9mXdBpqv+1Zqfi5t4tr9MwbSETnAloUUl3ROLY15X4HB3ZrRoSNXU8K1asoF+/fjjK8lj72AdsPDcJBS2BMS7uf82P4EhxB8i/dbU+fxVFYcH3o+jn/AWAbd5D6XnzHFxu6PtmORuSJKJavoUx4BQmVcMn0e1pt2waqArEdaS452zW/uLL3rVuyov/2dd9rR58AiS8/CpapmSthLVEpbxEpbRAwVr6+/VDYmQ63KSjdW8t3pc5amR1+/9NTP4rCIIgCP9D0powdP8B+5KuqMWnaRcxAeWeH1j0qULtnYNI0LiZYHuTIbGdmdRgBI+33EfbLqHM26fjw/VwKhueXwxvrYIHu8O0vuB7fgonOTgA4+Q78fTphH3m14TkQcA+GwF5a9nauDvbDyXhcrtp2b591SbhGrTj9AHeWvo52xIqClZJkmhbqxkDWtxI/+bdCPMLvuR9OVxODiWfYNupfSzZt57j6WdYcWgTKw5tIsI/hAk33sIdnQbjbbpyBeSVpKoqb+94nfFJn9JMKQBgQd7NxOyrSUtbFun1a1DjyXtQlYoxK502N5/ft5XEzGkA1GlXxN0vRKE3/rdbFK4VsiwzbOS3bFowmjYlC2lTvIBlqxvSv9dUlk2y0OsNG1v2TiGm+dsQfIK7U7fz4YA36bzqeUjahu8PXRh22xwG3deGE7s97FnlIjtFwW5VsZerOB3gGygRGC4TGCETFCERHq8hLE4mMExCloHCJEjbB/lnoTwXyvJQy/PJLo/nTH4zTmc24Ni5OuSk6Fj0kYMlsxy07K6l+216wuP/WyMQipaq/0e0VP13iPxWLpHfyiXy++8p+YexL+8BbivaehPYcPo1ln1R0XqR0Gk+Sc3XEWjwoZ+7IVNvuhudTodHgZ/3VdxvdSi1Yj/B3vDi4Iqugdr/+e6gllmxfzgXZftBAAr93axs1w23VkvzOqG06dz5mugmU9UtVYXlxTz94zv8vHsVADqNlts6DODB3qOICYq4InGcSD/Lwj2r+X77EnJLKooUL6OZO7sN58Heo/Axef3NHq4eVVVZuWkiLc99hRduSjwWJifO5NbEPLrZTpIeHUb0G5MwmU24XC4W/byGI/PDKcqthYyb9oMSGPFY22vib6+6u9qfv6qqcvi7TtR2HiLTqeV0sy/p03YoNif0eN3OjhSZ2GYz0IceQafKvNtoON1Xvwi5CaDRQasx0GYChNb/6wN53JBxABK3QNJWSN8P1oK/jc/utrAvdzA7skaSUtbswvJG7VR6jLL8466B1e3/t0utDURR9f+Iouq/Q+S3con8Vi6R38vjTl6Cc/1IQEXX7m1Wbx/LqjkVhVXeDevY12g+AD3DW/Fcy7EEG/0AUFVYcgimzoeTmRX7ahgBH94BXev+tn9VVXGu2Ub5x99jUMBqdrOiQyesJiNtGkbR4hposarKomrVoc1Mnvs6OSX5yJLMHZ0H8XCfMUQFhF2xGP6X3eVgwe7VfLxmLqezkgAIsPgysf+djO4yFL22av+NqY4Czq29nbCcLQDssjdg3NF5vFyyiSElu8kO9MN7+iMEh4cAkHbWwdsPZeEpD8CkKaZb73n0nTqxKk/hulIVn7+Ks4TUuY0JJp/tJV4Yei2ic/12lNmh43QnhzNlajadgSb8EFok3mt9D923z4Jji37bSXxnaDAAzAFg9AWdqaIFKucEZJ+oaJFylv3+wBo9hDeG0IbgFQJewWAKALcD7EVgK4KCcxXFWH4iyaVNWZv6AIfz+6KeH2Q8KjyXzgNUWg6NQ2/669YrpbyQU0t3s21ZGcNfaYtPVNQVzeO/IYqqf0kUVf8dIr+VS+S3con8Xj7X4Xdw7XsWJA36Hj+zZm1nVnxVUVj59k9gfo13UVDx1Vl4stkdDIrpdOFqq8sNn26C536BgvKK/d3bDV6/GXxMvx2j+MhxSp5/nwC3jFOvsKZtawr8vOnWviH1Gja4ymf8z1RFUeVwOXnihzf5btsSAGqHxfLumGdoEd/oih37ryiKwurDW5m+6ENOZyUDEBccxau3TuKGhu2uSgz/nydjI+Wb7kRrz8GFxIyyIbx08Ctek1Zwf+4KirzNlE++izpN6wFw7qiHDyaX4LJqCTQmM6DNM7R44Wcq+nIJV0JVff668o9S9ksnDJKbWdkRDLpzHfEh0eSUQNuX3CQVStRr9A5K1CG0qsSHHR6jm70Edn0GJ5ZV3Gv1d0x+FcVXfCeIaQuhjSpusLoUtsKKwuz0OrL3J7DucG/25gzFrRoBMOuKaRh7jPiaZcQ30hBWywt7qQ1rgZ3SXDtHdmrYd6YlRY6Kluhbhu+h44M3/stsXTmiqPqXRFH13yHyW7lEfiuXyO/lU1UV59Z78ZyZC3pfjP3XsXZJPEs/ryisAtuc5EDPhZwoSQGgc2gTXmx5JxHmoAv7KCyHJ36uKLAAovzh09HQr8lvx0k5eYyiZ2ZQ02nAI6usbdec3EAf+vbsSExs1V+FrQoX+/vNLyvirk+msfPMQWRJ5t4etzFl4N0YdYarHp/b4+b77Ut5Y8msC90Cb27blxeHP0qAl+9ViUF123DtfwnXsfeRUEmWLEy0387KPW/xiGEP09PnUG40cG7cUNr26QTAsZ1uvnjGitspEeu9n9sb3UPoE+uQfCOvSsz/FVX5+Ws79R3qtrvxqDA5tyszHvsZk97I2Rxo97KHPCs0afwa9sgT6BWJj9o/RufoFlCUBvvmQPZxsBdXPJxl4B8LIQ0gtMH5FqlGV64AL0ym7OBmdi73sPVwWwrsl/Z5Z9KVER91iN4T4onvWPfvN6hkl1obiMsWgiAIwn+SJEnoO7yHHNoenMU41o6g5/AyBt1X8SU+f3c9bjn6JI81GIFe1rEl+zD9V0/ju7NrUc5f8fW3wCejYf1kqBkCaYXQ/114+DuwuyqOE1OvIbZnJrDdUIpGkeix6yDB+SWsXrOVnJz8qjr9auVMVjL9Xx/PzjMH8TZa+O6hGTw77KEqKagAtBotozoPZueL85lw4y1IksT8XSvo/MKtLNm3vtKP78neif2XDriPvYeEynxdHMOl21h94GWGW87yUvo3OHRaDvbrQqueHQDYvcrFZ0/YcDsl6vuv48HGI/C99WVRUF1nTHVG4owahEaCu7128swPbwAVnz8rJmow62QOH5mKT2YNnLLKAztmsPPMHvCLgu5Pwshv4c4lcP9meHQ/jFkIfadDi9shvMmVbdH0j8XrhlH0eHMszy6uwQOTE+nT4yh1YxMxaH+bHF2vdeBrKaJpw2TumlLMc78EEj7EQVSbGlculqtAFFWCIAjCf5akMWC48Tskr1jU0kQcG27nxuEw5KGKwXF3/KJiXtCTn7tNp3lgbaxuOy8cmM2YTa+QXp53YT831IPDz8OjPSt+fn8dtJsOCVkVP7dt0pa08X3Yoi9B44Huuw7in1/KyuVrsFrtV/ekq5m9iUfo/8Z4knLTiAmKYOmUz+nWoG1VhwWAxWjmpRGPsXTyZ9SNqEF+aSETPnuSKXNfx+a88r831VWOc/c0HMt7opacpkzryyOmtrysa8+pfVNoYyjn4+QPUGSJbR2b02FYLzQamc0LnXz7ih1FgbpBC7m7wZ0kBzZG23DQFY9RqHq+nWfi1vpQz+zAO+lrvt++FIBWcbDgAQmtpGHf4WcIyorCIas8sPs9jq9eSlV2TpMNBure1JR+z7TngTlNeX11MNN/sfDOWi/eWhfES8ujueujRjTtH3XNTiosiipBEAThP00yBmPo8RPovFGytuLc8RgdB2po2PcYsgb2rnGz4Q0/vmr3NE83G41ZY2B33kkGrX2SpSnbL+zHbIAZt8LyRyHIq2KUwBYvwNydFe+P6XEr33UIYKu+BK0Heuw6hCWnjDUrVqMol3Cvw1Vmt9sZPnw4w4cPx26vnMLvcEoCt733KMXWUlrXaMzyqV9QNyK+Uo51OVrWaMSaJ7/mkT5jkCSJOVsW0u/1uy4ManG5VFXFnTgP+4LmuI99AKhkhvemn7Ejm7XhZBy8jwiPH9+lvIUeN1tb1KfpzX3w8jKzYZ6T+TMdAPiFfMN99R7CZfbhTPydVyQ2ofqRjMGY278NwMOROXyy4CWOp50GoHcj+GKchKro2HHoRYIKgijTq9yb+SMpr85AyS2sytAvkDUS3n4yWt21WUBdjCiqBEEQhP882b8Bhm5fgyTjOf01yomPCKufzZ0v6tAZ4NgODx9NtDMooAeLe75Ks4BalLqsPL77Iybv/phSl/XCvvo2hkPPw431wOqEOz6DKT+Biswb455mWlQu2/QlaD0qN+w+QllqIbt27K26k/8THo+H+fPnM3/+fDwezxXff3ppDrd/OJFSezntajfnx0ffJ8jb/4of50rRa3U8Mfg+fnhoJkHe/pxIP0vvV8dddndAJe8AjhW9cG66E9WageQVS3GnzxlhD6BU0pN/ZiCawibMz3ybELWMPY1rE9y3CzHRYaz5zsHCDysKquLQb3m29jRkSUU7+D1c2uo515ZwZWhq3ooccSMGWeW56HM8+vWLuDxuAEZ3gFeHgaro2bn/ZbytPmRbVO4PPkjOo8/j/HoRaknZ3xyhaulsTlRP9bvY9FdEUSUIgiAIgCaqF7rWrwKg7H+GIOd+6rfV8MDbJsw+kHxc4Z37rGjzApnb7RkerD8EGYnFKdsYtu4ZThYlX9hXhD+sfhye7F/x85srYeB7YNIHM330NO4OOMMRXRkGl5sbdx/h5MHTnE1MrYrTrhJns1OYsft7iqwltIhvyLcPvIVZb6zqsC5J1wZtWf/0t3Sq2wqrw8aEz55kxvIv/3HXKk/WNuyrh2Jf0hklewdozehaPIs8eBcPphyjzG3DVlCHorND+Tb/E+p7sjhcO5ay9s1o1aIBq+Y4WPJpxaAqWbELmRb/LFoZlMbDUOv2rYxTF6qRX+8JVTUm2vlYqWPbzUerv73w/tS+8FB3UFxeHN79PHqXiTP+CpPaFWFduBrrhGdwfvMLalHJFY9NUSC/DI5nwK5E2J8MR9IqukMn5kJqAWQXQ0EZlNrA4QKXU+HkjhR+nLGX5x7ZxSdLa3NsV9YVj60yaas6AEEQBEGoLrQN7kctOon71Fc0LvsQtfD/2Lvv8CqKr4Hj391bk9z0QighCaH3XqVLV1ERf4gNRbBhw15QsLwqFuxiBzuKioiF3qQJEnoNnYT0nptbd98/bghEAgRJgMj5PE+eJHdnd2eGkNyzM3PmKuq1aM349wL44FE7Gck6U+6yc+skP+7pMIxuNVrw4F/vcqAwjWsXTWRi21u4Oq4HAAYVXrgaWtSGWz6D3zZD5/+DP+7vxdWXXMboZb/ze04Twoug57qtLDUbCA8fQkhw4HnuhaqVkZ/tG6Fy2WlWpwFfj5uCzVq9RlWigsP59t43ePaHd/hw0be8PPtDdh/Zz+s3PXnK5Bq6uxDvwTl4dn7iC6QAFBVDvWsxtZuEGlCbFzd+yZacfXhdNo5svJvXin6kj2s7STHR7GzVkOG9OrHoW3fphtXOlotpZ5xEE5MTzT8C9bJXqfxxRXEhUgPjMLd5Eve6pxgfk8bA3z5iYKueNKoVj6LAGyN8o+WfLI8iac0TxHd9lrU13bzVx8SDC124Z87DPWshhq5tMA3uido4/ow3h9Z12JUGS3fCkp2wMgmSc8Fzxj+EKlC35AOwwBWbt9Gm55le5/yRkSohhBCihKIomLq8jlKjO0YceJZch16cTlSMyvj3A0hoacBRBFMfLWblLy7aRjTkx77P0yO6FU7NzePrPuTJdR/h8rpLrzmiE/z5mC/d+o4j0O0lGNHtAQyhwYwM3o3XqFMjO48OiTtZvGDZBbm+qrK4vR7GfvQkyTlpRPmH8tVdrxESUDXbl+iaF91TjO4uQHfm+j409+lPrCCjwciz197P5JGPYlQN/Lh2HtdMGUdOUV7ZetjT8Oz/CeeSURR/E49r2W2+gEo1Y2x4C9arN2Dp8TFqQG2WHElk2u4/AEjdPJbbC7dyW9FSDkeFsbplQ3r37MS63w3MLhmhiui1nQ3eidzn70uaol42GQLCK62N4sJnbHonii2WaLOHGyKP8MAXz+PVfBGNqsKHN8Et3cBREM/hxLsA+KpWFvPvuwS1YRx4vHiXrcPx2Gs4HngJ97wV6A7nae97JBde+g0aPQmNn4TbP4dv1sCBrGMBVag/xIZD7VCICvJ9H2ABs7H8UV2r7qatNYOb41MZ2zCRLlc2qIwuOmdkpEoIIYQ4jqKaMPSYTv4PXfAvOoRz0UgsA+YQEGzlrtf8+Gayg3XzPXz7qpOMwxqX327jg24P8sGOX3hr60xm7l/K3oIjvNPlPsKtvj2N2sXB6ieh/+u+KTEDp/jz4KVP8fbvD3Bn+AE+SI8lPjmdrHU72ZBQj7atm5zfTqgik2a+xardiQRY/Lir3TWEn+UaKt2ehpa9CS1nK1rONvSCfeiOTHRHJrhOsiBfNYPJhmIMAKM/iskGxgAUczBYQlDMwb6vzcEo5tCSz8e9ZvQDxQiqCRSVGzv1olGwlae+eQElYzVvvjeEey7pjc19BC19DXrBvjK3V4LqY6g3HGPDW1ADapW+nu0s4LG/PgYgZ99AeqT68X+5n5IVFszyds1o3qIRyRvD+eFt3xvepkOyeG7//XxhO4JV0SGhN7QYdlb9KaofxWDB1PYZXMtu5Y5amczYsJGPFs3gjktHAr7A6qNRoOkwfWUHLElXEFZ/Nk/nzqPxkxNpkKng+W0pnuV/o+07jOvdr3FN+wljn86YBlyCGhNdei9dh8U74K0FMGcTHF3yZDFC5wTo2RB6NoKGNXxBlPkfUYZ3z0E881bgWbYO3e7Ai4pLNaG1bYHesxMRXRphNEWW7AO2hoY1zs2m35VFgiohhBDiHxRLKImBD9Gt+Hm09NW4Vo7D3P0jTGaFG5+0ElnHxe+fuVj4rZuMZJ2bnrJyZ5OhtAyrx/2r32Z91i6GL3qG97qOp3GIbzpL7VBY/qhvH6vVe+H//uhM8xrXsjDtOxY0iaffNp022/cyf8FK6sbUJCI85Px2QiX7bvVvfLz4OwDeuPEptOQzXyiva260tFV4D8/HmzwPPWfrmVdEc4EzG93p29S3MpJMtwB+Pn6P0h0bjpuCp6CENsNQqxeG+OGoEW3LnWL11Npp5LjzcBbUJmpXTz7NmYI9LIgFHZoTXCMcc0ETvnzNF1B1GOpm8pG7GGjMpY+5CN1gRrn8VTjDqVviv8FQ7xrUrW9jy0pkXO10Xv75Ay5v25faYTV8x1X45BbwM+tMXXINluB9ELmZscunMHvA84TceyPmUVfhWbga9x/L0VMz8fyyGM8vi1EbxaP16sIPfh2YstTMhuOWfnatD7d1h+HtwXaSJZF6oR3PsnV45q9EO27dqBodgblfVwJ7d0I97nedruscOpxKdp4bl8tdrTa3l6BKCCGEKIfdUAtD92l4F12Dd8+3eEKaYmo5HkVRGDTKQmRtla9edrBpuYc377Uz9v/86FajBTP6TOTOFa+zvzCV65Y8y5ROd9OrZhsAwmyw4CEY9h7M3aKwMfV+/Enijux1bKvbHstBnUvWbWNZzUiGjhiCwWA4v51QSTYf3MnDX74EwAODb2Vgqx78lvxbhc/XipLx7PwU767p6MXHLV5XVJSgBqihzVBDm6IEN0Dxi0KxRqBYwsHoB4rBN7KEDp4idHcReArR3faSz0XgLkR354ErD92ZB65cdFceuqvkNVceuisXXLlQ3hRCxQDGALymYDZl2Ukq8JKpBzLk0gdp1HK4b5TrFH7at4qFqWvQNQPeTTfyQ+ZULGF+/NyuKZqflbjgTnz1vAtdh86XK3xqvx97YQYvhfum/Snd74eI6jVVSlQeRVExdXge5x9DuL5GDtNTw3nx5/d555aJpWUMKrx/o8IlCV5u/2ospk7PkkYGV83+kLc6PUDzOjZMV12KcWgfvInbcf2+nD83OvjucDt++r4V2aoZAH+Dl1Ed3IwbYqVJrfLro2Xk4E3chnf9Nrx/bwVXyf8ZoxFDl1aY+ndDbd4A5biNhl0uNzt37WfztiRy8vPZYzpCq90HqtWovQRVQgghxEmoNXuhdn4V96oHcK+fiBreGkPtPgC072citIbCx085OLRT49Xb7Yx90Y96DWsxo89E7lv1FqsztnHXyik83+620gQWARaYfY8vsJqzUUUzvIGNO7ktLJsv0v2xFUOTZX+ztn4snTu1Om9t9/f3p7CwsPTrf8vpdjFu2iScHheXtujGw5fdVuEU7Vr2ZtyJ/4f30G+gl5xjCcNQZwCGOv0w1OqLYj2DNUQGC4ol7F+04hhd13yBlebx1cnoh6Iee5reuDCXF959kPX7t/LO51/y8dim9G3e9aTXSy3K4cm100CFwj1D+OnAz9QO0ZnVthkOi5lGNdoxY7KC5oW2fQwstD3HlqRdvBhSQCQOCI2Dng+eVZtE9Weo2RO1zgCMh+fycN007l7zB7f2Gk7b+GZlyl3f1Ujzmhau/vgW9FavkaKup/vHS6jp7U27WMi1q2QVNuNAdjOOHLfcsaY3l9sdS7nV8Sdhc+ywxJ/i6AiUGhEoNn/0/EL0giL0rFz0Ixll7qnERGPq3w1jr44oQbYyx7yaxpatSfyduA27y8FW80HWBu2mQC2mb0DHKuuvqiCJKoQQQohTMDa6DUODm0HXcC4dhVZ4sPRYQksjD071JzpOJS9T541xdjYucxNitvFx90e4MvYSvLrG4+s+5KOdc0rTbpuN8P2dcGlTcHvN5HnfZGmqka0D49AVjbqpmRT/sojs7LyTVavKKYpCQEAAAQEBZ5wR7Hiv/foJO1P2EhEYyps3T0BVT//WQys8jHP57Th+7or34C+ge1GjL8Hcazp+/0vC0uMjjPWuPbOAqpIoiopisKCYAlDMQWUCKoBwWwjf3/8OvZt2ptjl4Ob3Hmbmmt/LvZam6Vzz68d41SKceXF8sP4wzcMcLOnRnkKrmXC/OOa9H4arGBp3MJDW6ht+3bCYRiYPN5vSfBe5/FUw+VV1s0U1YG7/LKAwKCyfpv7FPP39G+Wm+m8V78/iu2oRn90ZgMgmX7AnP4WvVsOvm3zTk4/kQaAVRnWDuQ/o7J/k4In/BRDRtBaoChTa0ZIO4l2xHs/cP/Gu2oC2ZbcvoFIV1EbxmK4bgvXVR/B7+ylMV/Q5IaA6nJzGzB/ns2LNBv5iJ9OCF7LIfxMFajGBWMF8Lnqt8shIlRBCCHEKiqJg7vwazpzNaJnrcS4aiXXwfF/CAiCilsoD7/rz2aRidvzl5dOnHVw1TqfXNWZean874ZZgPtn1K69u/pYsRx6PthyJoihYTTBrHAycAn/utpHjeZM7dj/D6nY67nXQduteVv+2lP7XX35WQc35tH7fVt6Z+wUAL498hHBbyCnL614X7o0v49nyBnh964cM8cMwtXoUNbRpFde28gRY/Jh+1ys88Pnz/PDXXMZ9Non0vGzu7Dey9N9S1+GmH1eRoW5E04zctaoGfaNy2XblQA4fSMGgBbJ5VmOK8qFuY5WAgQt5duZHAHzdIAA13QuNB0HD/uezqeICooY2w1BvON693/FATBZjdm7m53ULuLJDvxPK1q0dwZTeA7h3/U4OmTLp0PNtLvN7jqhAI+EBEBEI7WLBzwygANEQG43pqkvRHU701Ey01Ez01Az0YidKUABKUCBKsA21XgyK7eSj2y6Xmz9XJrIr6QBFioO5gYkcMKQDEO0Xxuj6g/Hfbqd/rQ5V01FVREaqhBBCiNNQjFbMvb8CSzh61gZcqx4o8wTYz6Zw+4t+dL/KhK7Dj287+fl9B7oOj7S8jkdaXAfAZ7t/Z1LiNDTdlzYrwAK/3gdt63rRCWVT2nhmdRmIHpSDUdOov2gNu3buPx9Nxul0MmrUKEaNGoXTefoUy//kcDu5b/pzaLrGVR36M6RN71OW17K34JjTE8/Gl8HrRK3RDctlS7D0ml6tAqqjzEYTb496htv7jgDg2R/f5p5pk7C7fD8XD/9QwCqnb7PWjtvqc0+wndz7bmTdgRQ0j0r6qs7kpkNkHQXLoN94dOYLALzSqRO10xNBNcKA589b+8SFydTqEUChb0guTfyLee6ndyl2Ocot27RRPcbHDseqmcjUD+EO/5LR3eHKtnBJg6MB1YkUqwU1rjbGzq0wXXkp5uuGYBrSC2P3dhhaNjplQJWekc3MWfPZlXSAZGMmM0L/5IAhHX+Dhafb3Mz8ga8xIqoBdVx/VUJvnFsSVAkhhBAVoNpisPSaBoqKN+lLPDs/KXPcYFS45j4Ll4/1vRNZ+K2bL//PgcetM7rREP6v/RgUFL7Zu5CJxwVWQX7w6/0GQvwK8RLHHT/Vwzi0KZqqE52VS9qMX3E4XOe6uXg8HqZPn8706dPxeDxnfP4rv3zE7tT9RAaF8cL/Tr7mR9e8uDe9iuOX7ujZm8EShrnXdCyD/sAQ2f5smnDeqarKxGvu49nh92NQDcxc8weXTx7D/Z/n8OWhbzFa8gnJC2QqQShP3cnCv7eg61CwqQtpew34B4HafzYv/PEaAOP6jeSGwpI3m51ug0hJTiHKUkMaY4j3pdZ/JC6f5OxUPl703UnLD+zclZEBvnWiXx1cwJIDiVVSL13X2bhpJ7N+WUR+fhHbAg8x07aSPK2I+kG1mdn3Wa5P6IdJUfGuuJ2WRe/g3fJ6ldSlqlSLoGr//v2MHj2a+Ph4/Pz8SEhI4JlnnsHlKvtHZtOmTXTv3h2r1UpMTAyTJ08+TzUWQgjxX2So1RtTu2cBcK95GG/6mjLHFUWh3/UWrn/cimqAdfM9fPxkMW6nzrC4nrzUYSwKCjP2LmLi+s9KA6voYJh9r4JCMTmOlvzv0PWYY3YA0GLTLhIXrTq3DT1Lu47sY+qCbwB4ZeRjhNnKz36nu/JwLhiO+++JoLkxxAzB76q1GOOHVdspj/+kKApj+47gu/veItwWzv69Q/loyxGCY5YC8FZQF2xPj+PPxG0UFRWTt60ZyVsDMRh1irt/z9ur3gLgiSvv5Km6gShpW8EvBHo/dh5bJS5kptaPAgo9AzNo7Ofg/flfUeSwl1tWVRUe6DeCdtQHBR5ZO5XMospdy+l2e5i/cBWr/tqEpunsjU5nrmE9GjpD617C930mkRBUGwDP5tfRM1bjwYoaV732XasWQdWOHTvQNI0PPviArVu3MmXKFKZOncoTTzxRWiY/P5/+/fsTGxvL33//zSuvvMLEiRP58MMPz2PNhRBC/NcYm9+HIe5K0Ny4Ft+Abk87oUyngSbGvuiHyQLb1nj5+ClfYHVlbHde7nA7Kgoz9i1mUuL00mmE3RsGcEPHPwGYvSWez1o9jSegALPHS/hPC8jIyD6XzTwrz/74Dl7Ny8BWPRjYuke5Zfy9R/D80Q8teR4Y/DBf8j7mvt+i+NU4x7U9N5q4IqlV9A77DFdQo9mnAESleNgcbmHzjiSS9h4iN6kOKetjAFhb8zVm7PW9h3lxxEPc2+sqWFAy3a/3Y+B/dlkMxX+XGtIEQ/zVADyWUEB2UR6fLp150vJms4kpfe8hVLORRxHjFryOpmmVUpe8/EJ+mr2QvfuTUVWF9IaF/OzwPSQa1+QqXu5wO/5G3yZX3sz1uBN901x3BIxCscVWSh3OlWoRVA0cOJDPPvuM/v37U69ePa644goeeughfvzxx9IyX331FS6Xi08//ZRmzZoxYsQI7r33Xl5/vXoNHQohhLiwKYqC+ZL3UUIao9uP4FxyE3o5exc17WTk9pf8MFth+19ePnqyGJdTZ2jsJbzc8Q4UFL7du5A3th57s/PmDR0JNfuSEdy7pjv7EzxoKtROz2bvtxXf1+l8Wrb9LxZsXoFRNTDh6nHlltGOLKZj/tOQvxvFvzbWwfMwNrjxPzM6dZSeX4h7wSq2TfiCrq+aWOCKJzL+Z8y2VFSXxu5dB3ll1scsWraGwiNhJK/27cmzNeILkmxzaRffnJn3v8Mtva6BZa9DUQZE1IdOY85zy8SFztTKN1rVIyCtZLTqa4qcxSctXyM0nBfbjkXVFRLde3hj2YyzrsOhw6n8+PMCsnPy8fezktfCzVfpCwG4p+kw7ml2bERadxfhWjoadA/EXEGyqdtZ3/9cq7bZ//Ly8ggLO/aUZtWqVfTo0QOz+diqugEDBvDyyy+Tk5NDaGjo+aimEEKI/yDFFIilz9c4fumJlrYC97qnMXd88YRyDdsauf1lPz54rJgda7189HgxY1/044q63Sj2OHl6/adM3fEzoWYboxoOIjQgmAf7e3j21z9xeS/hesf7LIq8noC0WOJWrOfwZb2oE1/nPLS4Yryal4kzfdPVRvUcRkKNuieU8ez/Ce+SWzDpHpSIDlj7fovif25Gp3SnCz0zx/dRaEcvdkKxA91VNihWjEawmMBiRjGXfLaYwWzyfT76tcmI7vGC2w1uD3pWLlpKOlpKBtreQ3i27eEzc1ee9h9GntGf2rZDhDT6DbcOL3W9i5zaaezddASlMJyDS1uh6AYOBC3Er2Mi317+Jj2bdPS96cw5ACvf9VVu4AtgMJXTOiGOUUObYoi7Eu/+n3i0XgG3bLUyfemP3NX/+pOe07t+W65PvZQvUufzacYftNpYn76tzjwDn6bp/J24jb8TtwEQFRlGZoKdj3f8CsD9zYZzZ5OhZc5xr3sSPX83in9NPnd157PVn1OrWTydGrY+4/ufL9UyqEpKSuLtt9/m1VdfLX0tNTWV+Pj4MuVq1KhReuxkQZXT6SyT1Sg/Px8At9uN213Orunn0NH7n+96/FdJ/1Yt6d+qJf1btSrUv/7xGLq+j3fpDXi2vo0e2QW1zqATisU1gzH/Z+ajx13s/NvL9Oft3PikiatjupNZnMdb23/gxU1fYTP4MbRuN27pcTXvzLuVdNd0tmZHMClsFM/nLsJW7GTn57OIenzsORnROb7tFf2b+O2qX9mWnESwn417B9x0wjna3hl4V90FukaquTPRvb7HY7L5gpIzpXlQUjZAVhJKzkGU3P1gzwGjGQwWvMUWtOJIdHswWoYHPSUH8gvP/D7/0lZDTe4NfIA1pnoAdKztpHmfH/gz002HiMYMqtWRDZm7KMTIvsXtwW2hdmMv45/pRK2IwSiKUpogxPDHBFSPEy2+O956fU/bX/L7oWpVl/5Vmj8E+3+ipy2Nhn6BvDf/S27odgV+ZutJz3mo4wjWzN3OLudhJm6fhqEIurRrhapW7HdOcbGDxcvWcSQ1E4DGDePIqlXEaxt8I1/3NL6K2+oPLtN32uHf8e74GIDCVi/zytR3KXQUsSNlzwmbF58PFf13VvTydgU7Rx577DFefvnlU5bZvn07jRs3Lv0+OTmZnj170qtXLz7++OPS1/v37098fDwffPBB6Wvbtm2jWbNmbNu2jSZNmpR7/YkTJzJp0qQTXv/666/Pagd5IYQQF4eGRV8Q6/wDl2JjddD/4TSUvyFt9sEQNvzUGt2rUqfVYRr22QXozNE2slzbjYrCrYZLaKhG82HiLFamBJLr9Y36fG9+kEEpDtwGlcVDu6GGVP1mrw6HgxEjfOnAv/32W6zWk78RA3B4XExYNpV8ZxHXNO5Dv/hOZY7Xdiyiif1TFHSSzT3ZFnAbKGe2CsHgdRCVt4maueuJytuIxeMLkopVG/v92lDgSsA/20p4poegwvLTwHsNCsU2f9xWE16TEY/JgGY0lCmjeDUMHg2D14vq8WLwaKheLwaPF9WjYfB4MXi9KDrogGZU0VQVl9XM2sB6fKJ0Y7ajGV4MWA0ebmiynQaxq/hEW4YC3G/sT7gnkIxMjQPzO1KcGYJfsJ32I//G7Ff2DVxYwS6673gOHYUlzZ4j3796rTMR51fLgjep4f6LBbkRjN0ZzTWN+9IvvuMpz8nWinjTs4BixUVzZyyXedsQEmREPcXDHF3XKXZqFBR50TTfzlbBgQYOmjP4zPsnGjqXqA24XG1V5qGQxZtF5/wnMOuFHLAMYuL+SJYeXE9MUA2e6HrLKe95rtjtdkaOHEleXh5BQUEnLXdeg6qMjAyysrJOWaZevXqlU/pSUlLo1asXnTt3Ztq0aWV2Zb/pppvIz89n1qxZpa8tXryYPn36kJ2dfUYjVTExMWRmZp6y484Ft9vN/Pnz6devHyaTDPVXNunfqiX9W7Wkf6vWmfSv7nXhnTsQPTsRJbIThn5zUNTyJ4JsWOLlyxfc6DoMutXIpSONaLrGE+s/Zs7hVQQa/fiqxwRSjxzhf2/fh4Px5LmvJdyQwxL7/xFfYOdAvTokvDS+zN/AqqDrOpmZvqfNERERpx0de2vu57wy5yPqRtRi0RNfYDEdm46vJX2Bd/W9AKgNR6O1foH5CxZW/OfXmY/618eoq95HKfYl7PAoRnaF9GWvrSvWZJUmew4TUngsw5mmKGQH28gKCSQrOJCcIBuF/lZcJiOR2hHqRwfQsM81GK0BZ9o1gK9/0DRQVbKLFP7YqvDxcpUVScf+Xa5opfHGCC81gj0MXzKRpIJkRsb35cFG1/Lj7MXs+qMh+Qdq4hcI975lJirmH/+muobh4/6oKYlobW7Ee8UbFaqb/H6oWtWpf/WcrXh+vQQdhYGbEsg11mLlpO+wmiynPG9F+hbuWPU6Ojr97a3p6teM5k0SqBdfB7P5WJt1XefQ4TTWrd9GTq5vtldISCB9e3XkoDed0SsnU+x1MaROZ15sOwb1uAcpuubBu+AK9PRVKGGt2dtqKv0n345X8zK+40jGjbjtgujf/Px8IiIiThtUndfpf5GRkURGRlaobHJyMr1796Zdu3Z89tlnJ/wx6dKlC08++SRut7v0H2D+/Pk0atTolOupLBYLFsuJP1gmk+mC+IeEC6su/0XSv1VL+rdqSf9WrQr1r8mE1ns6jtmXoGesgS0vY2o3sdyiHfqZsOer/PCWk98/9RAWZaTTIAsvdhhLSnEW67N2MW7NG8zoPZH6NWLZnfo2dcP6czA7lOdtPfik4A/q7j3MoeXrqX9pl8pv8D/UqlWrQuWKXY7S7GKPXj4Wm/+xQMVz8Fe8a+4HwNjsHkwd/q90Wttp+9ddDH++5VtPVJwLgBYSx864m0ksrEvM9gN0WnMQf6dvixXNZMTZJAG9fXP8Orck1M+K1eEktCCf7L2bOHAonXQthAxDLTIyYOM3P9Iqxo+mfa/GZD71m8zjHcmFDYdg1R6YuwXW7oejj6iNBhjeHu7pA13qq4DK57sXkVSQTIjZxr3Nr2HF8o3sX1GH/AM1MRjhtuf8qF2vnLdkG76FlEQw21D7P416hv/X5fdD1aoW/RvVGj12KN4DP/NIXD5jtluZs2EJ13W97JSn9ardhnubDePNrTNZ5LeZyMJg8lYXsnrtZuJja6OqKvkFheQXFGG3+zYXNptNtGnVmBbNGrAlbx+3r36dYq+LS2q04KWOd2D+x8MmV+LL6OmrwBSIpfd0Xpjuyxo6oGV3GoXHXjD9W9E6VIs1VcnJyfTq1YvY2FheffVVMjIySo9FR0cDMHLkSCZNmsTo0aN59NFH2bJlC2+++SZTpkw5X9UWQghxkVCD6mHu9jauJTfj2fQahlp9MNQsP5V4z2Fm8rJ0Fnzl4tvXHETFqMQ3N/Fu1/u5ZuEzHCxK5741b3N996FMmvkWUdbXOKQ8ywz35QyL2MHgzP0YZ/yGt08nDFU8WlVRM1b9SlZBDnXCohna/tLS173pa3AtGeUbcWlwE6YO/1fx9WCpW+C70ZC+3fd9ZEMOtHqYVRlBWJMO0XvTGoKKfNnM9NAgLEP7YuzfjcCAslMjg4JsEBVOfEI87QB7bhZ7V/3OhoN2Cg2hrEqGDdO/oUvLWBp07FVaP6cb9mZAUjrsTiv5nA6bD0Na/onVbVEHrmoDt/eEWsc9y81y5PHWth8AGN/8Wg4npZK4EDK3JAAw4mErDdqU83bMZYd5JcsTej4Igf/NVPOi6plaP473wM/0Ccqgvl8QHy38lhFdhpz2/+Idja9gU/YeFh9JZF7oRq739MKbq5G091CZcgaDSotmDWjTqjEWi5m/MrZz+4rXsHsctAtvyFtd7jshoPIeWYpng28JkLnrmyw9lMGiraswGYw8OfROtq/bXLmdcA5Ui6Bq/vz5JCUlkZSURJ06ZbMeHZ29GBwczLx587j77rtp164dERERPP3004wdO/Z8VFkIIcRFxhg/DG/KYry7puH68w6sQ1ejmMufKnLZbWYyDmlsXObhk6eLefhDf8IigpjabTwjFk/ir4zt1I4Jx2qycChjPte0vZ/v/w7nKcNV9FLfITI9m4PzVhA/sHuVtcfpdDJ+/HgAXn/99XJndQB4vB7en/81AHf0G4nR4HtroeXuxLlgOHiLUesMwNz1zYoFVJoGq6fCvGfA4wRbFJ4BL7LaXo9dG3fSbts66h9K9ZUNC8Z84xUYu7dHMVXsLY1/SDjNB91AE0cR2+d/y9w9/mx01eeXuTbsv+7CEZDA3iwjB7OPjT79k6pAo2hoUxf6NoEBzaH2SSbFTNn6PQVuO01DYulobMyPP20nZXV7APrfaKbTwJM8Bf/zLchPhpC60PXuCrVNiPKoYc0x1L0c78FfuD8mm3G7klixaz2XNGp36vMUlZc73ME1CydwsCidzy0LeaHXbdhyLZhMRgJtAQQFBRASHFg6JfDP1M3cvWoKDq+LLlHNeK/rA6X7UB2lFRzAueRmQMfQ4GaIvZqJL9wEwK29riE+KobtSFBVJUaNGsWoUaNOW65ly5YsX7686iskhBBClMPc8UUcKUvQC/fj+usxLJe8V245VVW44XEr6YfsHNmn8fGEYu59w5+GwTFM6TSO21e8xk+H/qR9pw78+eefhJo/pkbgQ+wqqM+rET14On0h6k8L0AdcUmWZAD0eD++956v/5MmTTxpU/Zq4hAOZyYQFBHNd18sB0B1ZOOdfDc5s1Ij2WHp9jqJWYAqNuxhm3AI7SvbkajSQnL6TWbB6F54DmxmyZhO2YicoCsaB3THfeAVKwOmTdmga7MmArcmwNQW2pcDWlAB2HBmN03Py82wWaFDD91E/ChpEQZNa0KI2+FdgtuDm7L3M3LcUgHvrDWPOzG0cWtIONJU2vY0MvtVc/on5R2D5G76v+08E06mThAhxOqbWj+M9+AuDQrNJsIbx8aIZpw2qAILNAXzZawJ3rHiVbbkHuH/TO0zueCcD65RNdpHtLODjnXP4PGkubs1Dz+hWvNXlPqyGsj/juivf97DFkYkS1gpzp8l8s/p3dqbsJTQgiAcG31qp7T6XqkVQJYQQQlQHiikQc/cPcP4+EO/uz/HUHYKx7pByy1r8FW57wY/Xbi/iwDaN799wct0jFnrWbM2dTYby3vZZ7PLPQvU3MXfjbzx3zT2M/dyft7TBXG/YSEJqJilL/6J2r07lXv9c0HWdd+d9CcAtva4hwOKHrms4l92GXngAJTAeS7/vUUwVSAbhLIQvR8C+ZWC0wqAXOFBzCPPnrSbySAb91m3D5PGg1IzEct9NGJrUO+ml3B74Mwn+3A0rk3xrn/JOsu+pnxkaR+vEGQ5iLD6MX4CJKGshLWt7uWrIJdhs/y7ToqZrvLDhC3R0htTuzN75Oeyd2xrNbaR+a5UbHreePE31/GfBbYeYjtBi2L+6vxDHU8NbYqh7Gd6DcxhXO4Pxm5azP+MwcZGn3/euhl8oX/aawINr3mXxkUTuW/0WXaKa0SQklsbBddlbcITPk+Zi9/jWVg2o3YFXO919wpQ/XfPiXHoreu42FL9oLJd+hwsTr/36CQD3DryZkICgCz5V/clIUCWEEEJUIkN0N4zN78Wz5U1cK8ZhiOqIYi0/KVNkbZVRz/jx/iPFrP7NTVwzla6XmRnX9Gr+ztzFmoxthLaNJWvlHszMpU9CfxbtCeChsKv5KeNDvN/NhfMYVP25cx2bDu7Az2Th1t7DAfBsfBkteT4YrFj6fH3StpfhyIPPr4GDa8Bsgxu/Zy+xLFiwknr7kum0eTeqrqM2TcD6+FiUINsJlygohjmbYPYG+H3ziUGU1QRNakKzWtCsNjSt5fs6LgIMqgLEome42Pr9a6wydqeowMz3M3+lR8/OJPyLDZdnH1xBYvZu/AwWmuytz7ZfmuF1WKhZT2HMC/6YLCcJqFI2wAbfdEoGvwgXQEpp8d/gG62aw+Xhebyd7ODTxTN59tr7K3RugNHKu10f4MWNX/JF0jxWpW9lVfrWMmWahcRxb7Nh9IxuXe4Iunvdk2iH/wCDFXPfGagBtfli8XckZ6cSHRzJqJ7V+wGCBFVCCCFEJTO1mYD38Dz03O24Vj+Epdf0k5Zt3MHIZWPM/PKBix/echLX1ECtegZe63QXV85/kkzy8GsUyZzEhbx7y1U0f8rLfL0Vq03xdE7eR8aqDUR2aX3uGneco6NU13W7nHBbCN7kBbgT/w8Ac5c3UcNanP4ixTnw2ZW+LHfWEBj1I7sdUSxaupqGew/RcUsSAIZeHbCMux7lH5m4dqfBOwvhsxVQ4Dj2eo0g6NMEuiZA1/rQso4vM9+pKJENaH7ry9T+8k4WOtuQSRzzF65ib3wdunVpg79/xabhFbrtvLr5WwC6FbRh948tcBcEEFpD565XA/CznSRQ0nX47XHf55bDIaZDhe4nREWo4a0wxAyBQ78yrnY6T6+czcOXjyHQr2LbChgUlada38Q1cb3YnLOH7bkH2Z57AKOicnODgfSt1e6k05HdG1/Bs/UdAMzdP8QQ2Y4iZzFv/j4NgAeG3HLKTYmrgwsjbZAQQgjxH6IYrVi6fwSKinffD3iTF52yfN8RZhp3NOB2wrRJDlwOnUhrCK92ugsFBXPtINbk7CQ8IJubG+8D4JkQ3/olxze/Vnl7yrM37SBLtq1BVVRuv3QkWuEhnEtvBXSMDW/B2OD6019E88C3o3wBlX84jJ7DDnsEC5esISY5jQ4lAZXpmgFY7r+5TEC15TBc9iY0fALeWugLqOpHwWODYdUTkPIafD0WxvWFtrGnD6hKWYMJHfUZV4VtpU3uryi6xp59h5nxwx/s2LmPimzv+e62WWQ48ogqqIXfzKtx5AQREKwz7nUbweGneOu1bTbsX+Gb/th/YgUrLETFmVo/DsDl4XlEksO3K+ec8TUah9RleHxvnm5zM9/0fpovej3FpbXblxtQ6bqOa/2zuNf7Mlma2j2LMf5qAD5d8j0Z+dnUjahVuh6zOpOgSgghhKgCakRrjI1vB8C16gF0j+PkZVWFG5+wEhSukLpfY+Zbvk3pu0Q1447GVwBgaRTB9+vnMuH6mphwsUJvxFJTA8IOpJCXuL3qG/QP3632JZPo1bQTdcOjcS2/3ZeYIrwNpk6vVOga6sLnYc9iMPnDLbNJ1qNZunwdUVm5dN+wEwUwDuqB6YbLS9+w5dnh/m+g9ST4dZNvdtyQljD3Adj5Arw4DDonwFllmzdaMPzvUzo1juDqI88R4TyA0+lmyfJ1/Dh7Ibt2H8Dj8ZZ76obUJKbt/h1rfhhtf7gfV14gQeFw/9sBRNY5RaWchfDrY76vL7kHQmLOogFClE+NaI0hZjAGBcbVTueLP2dV6EHBv6HrOu51T+HZOBkAU/sXMLX0ZRTNsxfw7lzfSPfDl43BbDz/+1GdLQmqhBBCiCpiajsBxS8avWAPni2n3jcxMFTlpqesKAqs/tXN2vm+xdp3Nb2KCDUQ1Wzgs0PziK3pz5jY1QA8HXolOpA/c25VN6UMr+YtDar+12UInp2foqUuA4Mf5l7TUIynn8ZTO2sVhpVv+74Z9j75tnrMX7iKoPxC+v69DdXrxdCpFeYxw0sDqu/XQqMn4c0F4NXg6ra+QGrOfdC/+VkGUv+kqjDkFSLbDuLqI8/TJfs7jKpORkYOi5b+xZffzmHl6g1s2rKLbTv2smPXfv5YsJLxS97GP6sm3WY+il4QSHhNhQfeDaBG7GmGyha96EuhHhoHPR6sxIYIUdbR0aorwvNw5+zg731bKv0euteJa+U9eLa86btnp1cxtbiv9PjUBd+Qa8+nYc14ru7Yv9Lvfz5IUCWEEEJUEcUchKnjiwC4N72Klr/nlOUbtjUy4GZfCuLvpzjITtUwq0aea3MruqaT7+fmm10LeHJYIFaK+VuLY4GpKcHbkvBk51Zq3f38/Ni3bx/79u3Dz69sBrwVO/8mJSedYP9A+ifE4V77FACmdhNRgxJOf/HUzbTe/7Hv6x7jcTe+nLkLVuIttHPpuq0YnS7UxvWwPDgKxaDi1eDh7+Daqb6NdxvW8I1M/XC3L915lVEUGDIZteMttMqfy8gDD9GhjkJAgB8Oh4tNW3azcvVGlv35N0uWreXX5FUo25vSecajGIuCiI5Tuf8df8JrnubtVuoWWFWSfv+yV8DsX4WNEhc7NaINaswgDApMiD3Cl8tnVer1tcKDOH/rj3fXNEDB3PUtTE3vKD2eX1zIx4tmAL5RKoNa0bm5FzYJqoQQQogqZIi/BrVWb/A6ca1+8LRTbQbeZCa+uYqjCL74PweaV6dPfAdCsn1vPF7e8jXG+DjujvwBgKeDhqJqOhkz51VqvVVVJS4ujri4ONR/DAHNWOVbx3Vlu0tR/hoPnkLUqC4Ym955+gu7ijB+Nwqj5kKr3xe971MsXf43WVm5dNqxD/9CO0pUONYnb0exmMkuhMFvwKslg3GPDoJNk3wjU+eEosBlr0G7m/D35tJu5Riub6kx4NKuNGkUT/2EGOJia2ELCSN7aReaLRmJwWumSUcD977pR3DEad5qaRrMfgA0LzQbCo0GnJt2iYuaud0kNMVMr5BCAg58TUFxUaVc13t4Ho7Zl6Bl/g2WMCyXzsTYqOzeU9OX/UiBo4gG0XEMadOrUu57IZCgSgghhKhCiqJg7vw6qGa05AVoh089VU81KNzwhB9mP9iz0cvi73zTAEfG9cGb78Chu3l2w3QevdRBgFLIZqUOf5iaY166Ft1b/jqfypRfXMhviUsAGBvnQUtZ5EuRfMl7KEoF3lYsegklZz92czjeqz9k++6DJO05SN3UTOL3J4OiYLn/JpQgG3vSoeMLMG8r+Jthxh3w0jVgOdfLL1QVhr4Fra8DzYv63S3EOzbRs3t7unfuhDm7A2untSB8Twt01csVd5m4/WU/bCEV6I/1Xx5LJT/4papvixCAGtoUS8cXAHio9mEWrfj0rK6nu/Jwrbr/uE2/22G94k8MMWUfEjjcTj5c6MuMOW7AjSc8sKnO/jstEUIIIS5QanADjE3vAsC1fhK6rp2yfGRtlavHWQCY87GT5CQvV7Xrh31bOrqmMz9lHTvqN+auAN8bobcD+mAttFOwbF2l1dnlcvHwww/z8MMP43K5Sl//5e+FFLudtK8VTc197wJgavs0anCD0180ZSOs9KVV3hQ7CjtWVv+1CbPdRWyinZXOLnwfdi9vvlOTiSOLmDyykP6rCrhjXwH3phWy590i3r7fzjeTHSz42snGZW6O7Pfi9VTNQvsyVBWufg9aXgNeNzmfPcy8KVuZ+L8iZr3nRC/woygkjSEvZXHp/06xse/xcg7AXN/USfo+AcG1q7YNQhzH2OQODlubY1F1Gu59Ed1zkh2yT0HXdTz7Z+H4sR2eHb4pvcbGY7EMnodqq3tC+e9W/UZGfja1Q2twdcf/1qis7FMlhBBCnAOmFg/g2fkpevZmvPt+wFhv+CnLdxliYstKL1tWePj8eQcPfVCL5mH12HUoE0tsCM/vmMW7LV28ttLLMmMjthpqEvvzIoJ6V85mwG63m1dffRWAiRMnYjb71nodnfo3qZET7Pko4a0xNr379BfUvDDrXtC8aM2uJNXamqRv9rN3ZRPsByLZoJcMP+0B8AWdlqPneqEoS6coyxc87U4sOyKnGiAqRiU6ViU67thHeLSKxf/sN891OXQyUzQykzWS0t5hx5ZHSc2pVXJUxxGSSVLb37lkkD8DO46q2EXdxfD1DVCcC7XbQuc7TnuKEJVJURTCLv2CjJ86EGvKJ3XxXURf+ulJ95r6Jy1rE66/J6Il+6YeK0ENMHd9E0PNHuWW93g9pXvb3dlvJCbDfysM+W+1RgghhLhAKdZwTM3vxZ34PO71z2OIuxJFPfk8NkVRuO5hCy9u9XJkn8bv011c3q4PL8yeSkCdUPYXprIkoSlXrf+FHxxXMtXai7f3fYPnYArGurVOet2zsS/9EH/t2URDPxeN7SsAMHd8EaUiC81XT4WUROyGOizMeY0/f1Fw2UvDJvyVImJbWIhu6c97G1S25SiEhip8fbdCDRs4inSKC3Xys3wBTkayRsZhjbQDGs5iSN2vkbpfg6Vlb+tng+AIlaAwBau/gtkPrP4KiuqL83TNt6xJ0/TS753FOsVFUFyoU5ijk5/9z5GwWiiKRqxtPTvarGBZi100CKnFE+2erVhH6jrMHg9HNvr257ruS/iPvcEU1UNEZAOmK0O4k58JPvw9roV2zN3eQvE7eQYYLS8Jd+LzePfN9L2gGDG2HI+p5SOnzPw5J3ExBzKTCQsI5rpuV1R2U847+R8shBBCnCPGZnfj3j4VvWAP3t1fYmx0yynLB4aqjHjIwsdPOVj4jYvhz/UB73vYd2dgbhzBuzl7mBS2mh9SruQbv45Msv+M38y5RIw/9XX/re/X/AHA5KbFKGgY6l6GIbr76U/MPYRz7mssO3QXC9Mexl7sG/UyWFy0M22gA2uIG9Uew9X96fcaLHFAVA348VFoGH3sMpqukWLPwluUTlFRBsaiDILcxRRlGnAc8UNLDcaUEQ7poXhTg9AcRooLobhQI3X/2bXdzwYRtVVq1zfQpIOBhq28fD33A5aajFg1L1NiumM1mCt2sbWfQuJXoKjwv2kQUufsKifEWWjf7V6emfEXT9ZNxXzoV4p/Wo2529sY6h7bH053ZuM98AuefTPRjiz1PX3Al4jH1OYp1OD6p7yHruu8/cfnAIzucy0BFr9Tlq+OJKgSQgghzhHFFIip5cO4/3oU94YXMSRcd9o9nVp2N9Gur4e/F3pY+mEIdWrW4fDhwzRq05x9xaksaxZA6/SNbPC0Ypq1G/esXoLudqOYKj+bw7xNy7kkqJCWxkOgGDG1f/605+i6zvr35/DTinnku31Pv4NquAhsuI3uWiKttu5EiQrDPLQ3z/wCS3ZCoBXmjYcGNXS25uxnTcZ2/srYzt+ZO8l328u/kT9Qr+SjhMFlxVoYQmBxBHHE08QvgfqWOPy1QHTNN21QVX2xjar6koQoKlis4GdT8LMp+AcphNdUCQgqOyVqfeY+3jBbQPfy1OHN1N8xBkb9BHVPM/1y1zz49RHf1/0nQkLP0/ahEFWpe+MOPOhuxtotAczo6CHQsR/XopGgGMAUiGIMQHekg+YuPUetMwBz22dQw1tW6B6Lt61m6+Hd+Fv8uLXXNVXVlPNKgiohhBDiHDI2Go1n69voRYfx7PgIU/N7TnvONfdZ2ZVYRNoBna7Bd/Mdj9OoOIL9pPGL0cCNNd5hQ/JHfODXk3uzF+L4azN+3dpWar2P5KSz7dBO5rRI9bWjydjTPp3Oz9L47uUsNq25AYDwSBd9brKyPX0JJqeDFkv3AWC+/nKW7DXx/BzfeW/dYGez80+enL+I3fmHy1zTpBqp7R9BTEAUdQIiCTHb8DNa8DNYUBWFAncxBW47ua5C9uansDPvIKneVFLZwuqSazQMjuHymC5cFdeDSGvIGffFstSN3LfqLTy6l8G1O3BNfh5kH4RPBkPXu6HXw2AJLHuSuxjmPg2rP/B932woXHLfiRcX4hxTVZVruwzh9V8/4aGMDnzSNQzP1rd8QZQrF92VC4AS1gJj/DUY4q9GDYw/o3scHaW6sfuVhAYEV3YTLggSVAkhhBDnkGK0Ymr9GK4V4/BsfQtjk9tRTjNtLCBY4X/jfdMA2dyOsNhGbN25jWEDejBz/1K2xycTeSSdZKL4xdyKAfNWVHpQtXDLSq6OyKWxvwPMIZhaP3bK8usXufluigN7vhVVcTOgzRz6Tb6Rv/7ehJau0TrpAKrThZoQQ3ab9lw/CVCL6dXrB95IXUxxshMAq8FMl6hmdIxsQvuIRjQNicN4BpuFenWNg4VprMnYxrzDa1mdsY1deYd4Le8Qb279gb612nJtfB+61miGWoGU8DP3LeXp9Z/g1TW6RjXnufZjUdrdBt+Nhh2/wfI3IPEbuHQChCeA7gVHPsyfBBk7fRfpNAYGPu/bA0uIC8C1nQfx+q+fsHD732TdOIvo1o/5gilXPrq7EMUSUrGNvcuxbu9mVu1OxGQwcnvf6yq34hcQCaqEEEKIc8yQcB2sfw7dfgTv/lkYE6497Tktu5tod6mHvxd46JDyMPMtd/Jm3Yn8fHAF6wLDuLLW23x0+Dmm+vXkii1voxc7UPxOPbXwTCzYvJxHamcAYGr5MIolrNxyXo/OrPecLP3BN1Wojm0z1zcYT+0H36XY42Lbjj0EFtqpvy8FAOPNVzPqM5V8y980aD+dFHM2eKFBUB1G1OvDFXW7EWQO+Nf1Nigq8YE1iQ+syYh6fcl1FTI/eR0z9y1hQ3YSc5PXMjd5LXUCIrk2vjdXn2T0Kq04hy+S5vLRTt9w2tC6l/B8+9swqyVvpW74Fnb+Ab89Bll7Yda4Eytjq+FLy96w379ujxBVIS6yDp3rt2Z10gZm/vUH9wy4CcXoB/41z/raR0epruk0iFqhUWd9vQuVBFVCCCHEOaYYLJgaj8Gd+Dyebe9gqDe8QmmMr7nXyq71RZAdS7PMm9h9cA8j6vXhi6R5pMdvRjnsZYWpAYe0EBJWbcDap/O/rqOfnx9btmzx1deoYk2dT1y8C68xGL/Go8s9Jz9b47OJDvZs9KU8799+AYMsozE06Qt12rFp7WY8Hi+d9x5G1XWUtk15P7s2GwxvUbvdXwDEBETxdJub6V6jZYVTO5+JELON4fG9GB7fix25B/l+32J+PriCw0UZvL7lO97a+gPNQ+OJtUVT11YDk2pgcUoiidm7S69xe6PLeaD5tSfWr9FASOgNq973jVZpHlCNvsVbtdrAgGchILzS2yREZbi2y2BWJ23gu1W/Mq7/jZXy/29Hyl7mblqOoijc3f+GSqjlhUuCKiGEEOI8MDYejXvTK2iZ69HSV2Go0fW05xw/DbBR1nCWLv2BJ+++hpl7F7PdZqNLrS9YmTKK7yztuXfBqrMKqlRVpVmzZgAs2rKSW6N8I0uWZnehmGwnlD+0y8uHTxSTl6Fj8Ycbx+XScvUtvixhvR/D6XSxdVsSQQVFRB9IQQf2D+3FmxufI7DmYRRUbms0mLubXIWf0XLC9atC45C6TGhzMw+1GMEfh9cwY+9iErN3syE7iQ3ZSSeUbx1Wn+vr9+OKut1OflGjBbrf7/sQohq5vG1fnvz2NXanHiBx/1baxjc/62se3ZdqcOte1I+OPevrXcgkqBJCCCHOA8UaiSHhOry7puHZ+k6FgirwTQOs0z6Vw+tCKJjfjaC7A7mxwUA+3PkLav1FkHIT31o68uD2eej5hShBJwZAZ2rvxs8ZGeDAhQm/piduUrtrvYePnizGaYeouipjnrdSY+1DvoCq0UCo044tidtwuT10OuKbQripYQh37f4YY0AGuEP4tt+DtI44s8XvlcXPaOGquB5cFdeDfQVH2JF3kIOFaRwoTCPfVUSXqGZcWrsdNfzKn/IoxH9BoF8AQ9r2ZuaaP5ix6rezDqoOZR3hp7/mAjBuwI2VUcULmgRVQgghxHlianoX3l3T8B6cg1awHzUwrkLnjXosnKdGZOBfXJtv38ti9LghfL3rN9IDvITVXMmuI5ewSalDhxXrsQzq8a/q5nK5+L//+z90XadX+BwIhPTIIYRYy05f27DUzfTnHHjdUL+1gTEv+OGnpcKm73wF+jyG2+1h05bdmF1u6u5LZneIl3HtUylWnLjsUbzY8jFaR1wYay2Orr8S4mJ0befBzFzzB7PWzWfS8Puwmv79qPEHC77Bo3np3rg9beKaVmItL0ynT3MjhBBCiCqhhjZFrdUHdA3P9qkVPi8q0p+CNrMBWDfbQm6SH7fE+jbhrdPgK0BjhrUD9oWrT3GVU3O73UyaNIlnn32W5uYc3DrU7vJMmTIrZrv47BlfQNWqh5E7J/vhZ1Ng/ZegeaFuZ6jdlh079+F0umienk260ckdA4opMjhx5sfQtGACI1pfGAGVEBe7bo3aUTu0Bnn2AuZuXP6vr5NZkMNXf/4MwD0Dbqqs6l3QJKgSQgghziNTM1+WOM+u6eiu/Aqf17FPAAeCFoCu8NWLDq5vfB2BXg+OgAICojbwvaU9yu5DaFm5lVLPNZ4GBIQ3KP1+xWwXM15zouvQ9XITt0y0YrIooGnw9xe+Qu1vBmDHrn0omkbc/kM83NNOjtmLI78uaX8/yVvDQyulfkKIs2dQDQzvPAiAr1fM/tfX+WTx9xS7nbSs25jujTtUVvUuaBJUCSGEEOeRWvtSlOAG4C7Au//HCp/Xo3FHEmu8h9OYQ9pBjeVfGfmfwQ+AyHq/kKYGs8zUEPeqxEqpZ27szaVfr/7NzYzXfPtI9Rlh4n8PWlANJZnC9i6BnP1gDYbmV5GZlUtWdh6xadm83iidrRFedE8AKevv556efiTIIJUQF5SR3a5AURSWbv+LpNQDZ3x+oaOIz5bMBODegTdVSRbPC5EEVUIIIcR5pCgqxvq+RdyepG8qfF6r2MZYbBpro6cAsPBbF325ApOmYQ7djTUkiRmWDthXbTzrOq7MC6BT2+EArJvv5pvJDgB6XmNi6B2Wsm+a1n1eUsHhYPZn5+79ABzSd/FTAzfokJx4N36eEB4bpJ113YQQlatuRC36tfBluJy29IczPv/LP38m155PQo26DGrds7Krd8GSoEoIIYQ4zwz1rgUUtLQVaAUVezJsNBjp3KA1KYGrCGmRjK7B7z/15rLMNABC439ltrk1zp3J6G73GddJ17ylXy9z1iM2sjaJS9x8+aIDXYduV5i4etw/AqqiTNj+i+/r9qPwahq7kw7itCfzZiNf1j9L2jDsmS0ZHL+XwMrbm1gIUYlu7eV7iDJj1a8UOewVPs/pdjF1vu/h0N39b8CgGqqkfhciCaqEEEKI80y11UGN9iWa8O6dUeHz2sT59pHKavYTQWEKaYcNNE68DgBbjXU4bbnMVRqjbd97xnXSUhaXfu2teSmb/nQz/VkHmhc6DTIy/AHLidN6Er8Brxtqt4GaLTl0KBW7o5jfg7bgNkCLgjpsThyK1aQzOH7fGddJCHFu9GjcgXpRMRQ4ivihJC16Rfzw1x+k5mUQHRzJsI4Dq7CGFx4JqoQQQogLgLG+Lxjy7PkGXdcrdE6r2MYAbEzdwP8e8g37rN/1P/psq4Wi6ITG/84f5hY4124+4/p4kr4q/TpB78tnz/gCqvb9jFz3sBVV/UdApeuwbprv6/ajANi5ez8bTXvZZ3MQ6IT8lHsBlZu7aARbXGdcJyHEuaGqKrf0vAaAT5fMrNDvJK/mLd3s9/ZLR2Axmau0jhcaCaqEEEKIC4AhdigYrOh5u9Ey11fonJZ1fUFVUtoB4to6ueRKEwABy+7BWhBKUO1lzLfVoXjttjOqi16cjjFtLssmWOl51aUkzWiN1wOtexm5/jHrsaQUxzuwCjJ3gzkAWl6Dw+Fky6E9rLLuAOCaHXWZv7cWqgL3XSprqYS40F3bZTB+Zis7UvawOmnDacv/+Nc89qQdJMQ/iBu7X1nl9bvQSFAlhBBCXAAUcxCGupcB4N1TsYQVkUFh1A6LBmDjwR1cdbeFug00XO4Quvx6CwY09Ni/2Jjhf0ap1T17vsWoeLGGRdEs5xt0j5EWlxi5eYIVg/Ekmbw2lmz22/xqsASStOcQiy2bcRq8tMgwsNk5GoCr20J9yfgnxAUv2D+Q4Z186dU/XTzzlGVzivKY+MNbANzV/3ps1oAqr9+FRoIqIYQQ4gJhTCiZArhvJrpWseQSrWObALDxwHZMZoVbngvE35SPOaMBjVZcTXDMYn43N8G7YXuFrqfrOp5d0wDYtvVBDJqFpp0NjHrmFAGVrsOO331fN78SgF92/slucwoGDW77K4rvcuoB8MigClVDCHEBuKXXMAB+27CE7cl7TlruhZ/eI6sgh4Y147nj0pHnqnoXFAmqhBBCiAuEWrsvWCPBkYmWvKBC5xwfVAGE11S54fLfAIjd2IeEXS34I8aIa+2WCl1PS1+DnreLwmIrny7JYEvxc9w4wYDJfIq9ZlI2QMER39S/+O5k5+fzk3sVANftMLNYGYxHU+jZCDrEV6gaQogLQJPa9enf8hK8mpexHz1RbibANUkb+PLPnwF45fpHMRtN57qaFwQJqoQQQogLhKIaMdbzpTL27Pm2QueUJqs4sKP0teb9azGw7usANFn2P6LsBg5vTEH3nnotk67rpCz5AoDEvYNZlvQ8i9e+Aorn1JU4OkpVvy+YrEzb8jt5hiJCXUbGbPTjW2tHAO64eLasEeI/4/Ubn6RmSCS7Uw/w8FcvlUla4fK4efirlwG4vtsVdKrf+jzV8vyToEoIIYS4gPj2rALv4Xno3tNnyDuarOJAZjLZhXm+F+O6MSh2Cl3i3wag2eZOTCsahHf3yffAKi7U+fy5IsxZvwKwMP0MhpSOBlWNB+H0uvj2yCIAbttsZiP1OegMINAKQ9tU/JJCiAtDRGAoH9z2PAbVwI9r55WOSh3ISOapGa+z68g+wgNDeerqu89zTc8vCaqEEEKIC4ga0Rb8osBdgJa24rTlQwKCiI+sA8CmgyWjVX4hKLVbc12dlzjUyRfgFOU14dOXYHeip8yTZq9HZ+c6Dy+PLiJr8yoC/TJxakF8Zfq9YhXOS4YjG0FRoNEAvtmzkDy9iBCXmWE7jHwb2gOAa9qB38WVYVmI/4yO9VvxxJV3AvDUjNfp89wNdJowjM+X/wTApGvuJTQg+HxW8bwznu8KCCGEEOIYRVEx1BmAd/cXeA/9gaFW79Oe0yq2CfsyDrPxwHZ6Ne3ke7FuR0heT99WG/kxIIVmi0ayZV8EW+4vJqK2QtNORlIPaOzf5sVV7DulT68/ANhjqY+H4opV+OgoVUxH7BYbU7f7nmLfsCcETfPyk9oSvHBj1zPqBiHEBebOS0eyJmkD8zb9ybbkJAyqgc4NWnNt58EX3Ua/5ZGgSgghhLjAGOoMLAmqfkfv+BKKcookEfjWVc1aN780WQUANVsBMLZoFW8k1Cc/8iV6LxwC9lZkJuss+/FYdkE/G7TpbaR93T+gCObnBkOFgypfUgwaD+arPQvIcRcS7PXnhg0u5phbk+c1ERMGPRueSQ8IIS40qqryzi0T+WDBN8RF1uHSFl0v+tGp40lQ9S94vV7c7oqluj0bbrcbo9GIw+HA6/VW+f0uNv+V/jWZTBgMhvNdDSFEJTLU7gOqCb1gL3r+bpTgU0ckreOaArDh+KCqVmsAzKkbiYq+nqyoP1jW7ycWd6nFliMx7N/upVY9lXotDETHqZCzGcfsA2Dw46s9+RWrqLMQ9i4DoLB+Xz5e9x4AA9PrYPak8W1ENwCu7wyqLDgQotoL8rPx8OVjznc1LkgSVJ0BXddJTU0lNzf3nN0vOjqaQ4cOnfYppThz/6X+DQkJITo6utq3Qwjho5gCUaO7o6UswnvoD9TTBFUtYhqiKAopOemk52URFRwOkY3AaAVXIcOimvGBax65EWns359Ix6H16DiwbNpj1wHftD17eFcyi9Pws/idvqJJi8DrgrB4vsjbS66rkDCvjUH7TWQqAcyjEQA3dvl3/SCEENXFWQdVRUVFzJgxg+LiYvr370+DBg0qo14XpKMBVVRUFP7+/lX+BlbTNAoLC7HZbKjyiK/S/Rf6V9d17HY76enpANSsWfM810gIUVkMMQNLgypT83tPWdZmDaB+jVh2p+5n48Ed9GvRDQxGiG4Oh9dxY/QBXl/XFlv0Oj7NWM+rDDvhGt4DvwCwXW0EpNE6vgnTFj8LgNVqLf/GJeupihsN5POkeQB0dDQkNjeLby3t8KDSNhaa1vqXnSCEENXEGQVVBw8e5MYbb2T9+vV07tyZTz75hH79+rF7924A/Pz8+P333+nRo0eVVPZ88nq9pQFVeHj4Obmnpmm4XC6sVmu1fdN/Ifuv9K+fn+9pcnp6OlFRUTIVUIj/CEOdgbjXPIKWthLdmYtiCTll+VaxTXxB1YHtvqAKoFYrOLyOqNx1+KUOgeh1zLUlM8njIMB4LFDS8veg524DxciC7AAA2tZrTq9evU5+Q02Dnb7EFj9GxJF9aAXhaiAtiqIIytzDt8G+valklEoIcTE4o3eSDz30EC6Xi6lTp+Lv78+AAQNo0KABR44cIS0tjUGDBjFx4sQqqur5dXQNlb+//3muiRAnOvpzeS7W+gkhzg01qB5KcCPQPXhTFp62fOu4JsA/11WVbAyVspGm1jq4iqJxGT38smtxmXOPjlKpNXuwKTUVgKZ16p/6hhk7wZ6FxxTAJ1k7AWjrqE/NrHxS1WDWmuJRFBjRsSKtFUKI6u2Mgqply5bx5ptvcv311/PZZ5+xc+dOnnzySWrUqEFkZCQTJkxg06ZNVVXXC4KsWREXIvm5FOK/yRAzCADvoT9OW7ZVySbAWw/tOvZiLV8GQFI20qmBSt7BPgB8k7Sg7F5VB2b77hd7OUlpvg2C48Lr8O677/Luu++W/8Dm0F8A/B7fiWR7JiEmG43staidnc8Cky/A6xAH0ZIcTAhxETijoCo9PZ3Y2FgAwsLC8Pf3p0aNGqXHo6OjycnJqdwaCiGEEBcpQ4xv7xfv4bno2qmzlNaP9v19PpKbQZGzJB16VBMwmMCRS5/YXPKSu6N5TexwpbEpew8Auj0NLcMXIBVF9CQjPxuAuqHRjBs3jnHjxuFyuU684cG/0IGPbGEA9A9shwkjtXPymGduBsDA5mfVfCGEqDbOeCHJ8U/E5em4EEIIUXXUqM5gDgFnNlrG2lOWDQ0IJjQgCID9GYd9LxrNUMMX4LQy7yLcCwVHfJsDf7PXN6XQe2QpAEpYK5LynQDUCo0iwHqa6e6H/mJZYBQ7NRf+Riut3fXwczgx5xSy2OQbNZOgSghxsTjjoOrpp59m/PjxjB8/HpfLxQsvvFD6/TPPPFMVdRSVICMjgzvvvJO6detisViIjo5mwIABrFixAoAPP/yQXr16ERQUhKIo5aaNf+GFF+jatSv+/v6EhISc2wYIIcRFSFGNGGr1AkBL+/O05etF1QVgb9qhYy+W7Ffln7mJJkGZ5B26FIDfDq0m11VYGlQZavVid6pv6l+D6LhT36g4BzJ28lEN37qrEfF9KMqyE52ZwzpjLLmqP6H+0LFeBRsqhBDV3BkFVT169GDnzp0kJiaSmJhI165d2bt3b+n3O3fu/E9m/vsvGDZsGImJiUyfPp1du3Yxe/ZsevXqRVZWFgB2u52BAwfyxBNPnPQaLpeL4cOHc+edd56ragshxEVPreHL5OdNXXHasvFRMQDsTT947MWj66qObKBZrAdHbgKmvCicmpvv9y1BOxpU1ezF7iP7gGNTCU/q8N+sCwhjrS0Ck2JgeJ1e2O0OambmMt/s24i4fzMwVN/EqkIIcUbOKKX6kiVLqqgaoirl5uayfPlylixZQs+ePQGIjY2lY8djKZnuv/9+4NT/xpMmTQJg2rRpVVVVIYQQ/2CIvgQ3oKWvRtc8KOrJ/3Qn1DgaVB0/UlUSVCVvoGtbeH+jQsb+QYS0ms68nTO5vnA/KEbUGl1ISpsLVGCk6uBfvF/DtyHx1XE9UAp10HVqZeexwOQLqmTqnxDiYlLhoGr8+PEVvujrr7/+rypT3ei6jt3lqLrraxp2lwOj04Tyj32U/M3WCq9ps9ls2Gw2Zs2aRefOnbFYLFVRXSGEEFVACWnqW1flykXP3owS0eakZUtHqtKOG6mq0RxUA9iz6FTbTgBOMlJ7Edf8O+KLdgCgRnZAMdnYfWQ/APVPE1RtSl7Hn0FRGIAxjS/nyPZ0Au3FFNoNrA/zTUEcIEGVEOIiUuGgKjExscz369evx+Px0KhRIwB27dqFwWCgXbt2lVvDC5jd5SDhvt7n5d573lxMgMWvQmWNRiPTpk1jzJgxTJ06lbZt29KzZ09GjBhBy5Ytq7imQgghzoaiGlBrdEE79DvetBWopwiqEo6uqTqaqALAZPVlAUzdQg3PQRpbQvjbGUujg03pEL0c8O1P5XS7OJCZAkCDU03/0zTe04oBf4ZGNicmIIpNmTuJzshlsbkxuqLSKgZqhpxty4UQovqo8GznxYsXl35cfvnl9OzZk8OHD7N+/XrWr1/PoUOH6N27N0OGDKnK+op/adiwYaSkpDB79mwGDhzIkiVLaNu2rUzlE0KIasBQsq5KSz11sor4qDoAZBXkkGcvOHagpm8KYGDWJhLCcgEo3N6RTt5MALZa6rAv4zCarhHkZyMqKByLxcKcOXOYM2dOmRkO2/YtZbEtHFXXub31Dei6TkZmNhG5+cyXqX9CiIvUGa2pOuq1115j3rx5hIaGlr4WGhrK888/T//+/XnwwQcrrYJHXXHFFWzYsIH09HRCQ0O59NJLefnll6lVq1ZpmU2bNnH33Xezdu1aIiMjueeee3jkkUcqvS5H+Zut7Hlz8ekL/ku6ppFfUEBQYGC50//OlNVqpV+/fvTr148JEyZw22238cwzzzBq1KhKqrEQQoiqoNboCoA3bSW6rqEo5T8TtVkDqBEcQVpeJnvTD9EmzhfkUKsVJH6FcmQDLRIG890RyLKaiNAdOFB5J/0QVzr2A74kFYqiYDQay31Q+v7OXwAY7HYRF1yHgoIiHA4XwflFpUkqJKgSQlxs/lVenvz8fDIyMk54PSMjg4KCgnLOOHu9e/fmu+++Y+fOnfzwww/s2bOHa665pkyd+vfvT2xsLH///TevvPIKEydO5MMPP6yS+oBvn64Ai1+Vffhb/PA3W/Ev51hl7BHWtGlTioqKKqEnhBBCVCU1vDUY/cGZjZ6745Rly11XVZJWnZRNdKlvxIiXxmG+af0bDeH8mbWLVUc2A1C/xsmn/u3KO8Q8ezqKrnNnaAMAMjJzUDSNA/YwMtVAbGaNrvX/XTuFEKK6+lcjVVdddRW33HILr732WmkGuTVr1vDwww9z9dVXV2oFj3rggQdKv46NjeWxxx7jyiuvxO12YzKZ+Oqrr3C5XHz66aeYzWaaNWvGhg0beP311xk7dmyV1Km6yMrKYvjw4dx66620bNmSwMBA1q1bx+TJkxk6dCgAqamppKamkpSUBMDmzZsJDAykbt26hIWFAXDw4EGys7M5ePAgXq+XDRs2AFC/fn1sNtt5aZsQQlwMFIMZNbIj2pElvnVVoU1PWjYhKobVuxPLZgCM9AVAFBwhJtJCQzWNnsG+VOr5Ye3AAX8WbAegQc04ANxuN1999RUA119/ParRwLOJ0wEYkJtC/ebXA76gKqiomCVG3xrrvk0VzP/q3YUQQlRf/+rX3tSpU3nooYcYOXIkbrfbdyGjkdGjR/PKK69UagXLk52dzVdffUXXrl0xmUwArFq1ih49emA2m0vLDRgwgJdffpmcnJwyUxWP53Q6cTqdpd/n5+cDvj8mR9t29Htd19E0DU3TqqJZJ9B1vfTz2dzT39+fjh07MmXKFPbs2YPb7SYmJobbbruNxx9/HE3TeP/993n22WdLzzm639gnn3xSOj1wwoQJfP7556Vl2rTxLZZeuHAhvXr1+tf1O18qq38vBJqmoes6brcbg8FwvqsDUPr/5/j/R6LySP9WrQuyfyO7wJEleFKWQ8KokxaLjfBNi09KPXCs/sZAjNZgFEceIeTRyFpIj2Bfkoomja6HjT+QZirEGBlAfEQd3G43RUVF3HLLLQBceeWVfHl4EWszd+Dv9fDgke24a7YGt5u09CzC8gr5y9gWgO4NNNzuU/9OvSD79z9E+rdqSf9WrQutfytaD0U/+s7yXygqKmLPnj0AJCQkEBAQ8G8vVSGPPvoo77zzDna7nc6dOzNnzhzCw8MB6N+/P/Hx8XzwwQel5bdt20azZs3Ytm0bTZo0KfeaEydOLN1/6Xhff/01/v7+pd8bjUaio6OJiYkpE7gJcSFwuVwcOnSI1NRUPB7P+a6OEKIKhLq30b7gBRxKKMtD3oaTTAPfkLaL99f/QGxwNE90vaX09Z5bnybEvo/VCfezcH8cD8Tdi90TwMrI9/nZu5k/9d3oHo1bta40CYjB4XAwYsQIAF75+j0+Ma1EQ+flA+vpZ3exoOVr6LpOWpab1lv2cHnuXWSoQbx0yTIah+Wckz4RQoiqZrfbGTlyJHl5eQQFBZ203FkN0AcEBJxVSu7HHnuMl19++ZRltm/fTuPGjQF4+OGHGT16NAcOHGDSpEncdNNNzJkz56zWFz3++ONl9uDKz88nJiaG/v37l+k4h8PBoUOHsNlsWK1nniTi39B1nYKCAgIDAytlDZUo67/Uvw6HAz8/P3r06HHOfj5Px+12M3/+fPr161c6oiwqj/Rv1boQ+1f39Mbz3WSsWg6DejRDCYwrt1zCkSa8v/4Hsp0FDBo0qPT3m8H+A2zdR4eEcIrcGwFYldeFgTcOpmlOOwbMGY8x1I/lgYe4s8codOexBzRzLFvRNJ1BpiCG5hxGb3ENgwcPJj+/kO9/WoAj30iGGoRR0bjz2i74nebZ44XYv/8l0r9VS/q3al1o/Xt0FtvpnNdZzw8++OBpM8/Vq1ev9OuIiAgiIiJo2LAhTZo0ISYmhtWrV9OlSxeio6NJS0src+7R76Ojo096fYvFUu5muCaTqcw/pNfrRVEUVFVFVf9Vfo8zdnRK2tH7isr1X+pfVVVRFOWEn9sLwYVYp/8S6d+qdUH1r8mEFtEeLX0VatYajGENyi1Wv6Yve1+Bo4g8RyGRQb51sYQnAGDIO0CDoO1QDAvy+9D+cBGHXanYN6cS0iWOpIJknt30OY80Gl56zWR7JnXCavBsfg4KoNRug2oykZPrS061xxEJVmhVw01QQMU3mL+g+vc/SPq3akn/Vq0LpX8rWofzGlRFRkYSGRn5r849+ob46HqoLl268OSTT5YmrgCYP38+jRo1Oul6KiGEEKI6UaO7oaWvwpu2AmODG8otYzVZqB1ag8PZqexNP3gsqAqLB0DP2kuIwZeUYnV+JzZtLeRQ4H50l5dm9ii2hWQx59BKZu9eduy+KEzucCdBM0b7XojwpffLyMzB6nCSqNUGoEMDyVAhhLg4VYvH82vWrOGdd95hw4YNHDhwgEWLFnHdddeRkJBAly5dABg5ciRms5nRo0ezdetWZsyYwZtvvllmap8QQghRnRlK9qvS0ladslxCjboA7E0/fOzFo0FV7i6MnhzcmpGNha3YtNfNrtT9ALQLb8iktrcSYCw7jfj59rfRIbwhZPnWUR8NqtIzcgjLL2StKQ6Azg0ujEQ5QghxrlWLoMrf358ff/yRvn370qhRI0aPHk3Lli1ZunRp6dS94OBg5s2bx759+2jXrh0PPvggTz/99EWfTl0IIcR/hxrRDgA9PwndmXvScuXuVVUSVGnOZABS7PVw6lY2pRpISj0AQP3oOIbH9+LvoR+x5or3S08dHNMZ8lPAbQfVCKFx6LpOZlYOgXnFbDD6grhOx2bsCyHERaVajNO3aNGCRYsWnbZcy5YtWb58+TmokRBCCHHuKdZwlMB49IJ9aFmJGGr1LrdcQtTRkarj9qoKqgVGC5q5GIAsZxwAm/MC0HRfUHV0jypFUQjyD+S7774DfOuPSfXtY0hYHBhMFBXZcbs9ZOf5UayYCTa6aVjj/K9/EEKI86FaBFVCCCGE8FEj2uIt2IeWuf6kQVXpSFX6cSNVqgqhsWjmHQDY1VgAtrvDCMnLRVGgfsm0QfBtJTJ8+LFkFWSWBFXhvql/+flFAOwpjgIjtI92oqoSVAkhLk7VYvqfEEIIIXzUcN8mu1rm3yctk1DDF1TtTz9cZnNzPbQuWkm6cy2sEYFaMS6MKHoskUFh2Kyn2G8yc7fvc4Qv62B+QREGr5ctHl+G3U6N5DmtEOLiJUGVEEIIUY2okUeDqvUnLRMTXhOjaqDY7eRIbkbp61pQoO8vv2JFq9GEJtoRAIK8jakVWqPMNTweD99//z3ff/+9b1PxrJKRqpIkFQUFRYQUFLHOGAdAxyYVT6UuhBD/NRJUCSGEENWIGt4aUNCLDqMXp5VbxmgwEhvpS3O+77h1VZrJt6GvqgQRGBxIQ8V3vlFrSO3QqDLXcDqdXHvttVx77bW+7Uv+Of2voBBzjosdhpKRqnrVexN1IYQ4GxJUXSQyMjK48847qVu3LhaLhejoaAYMGMCKFSvIzs7mnnvuoVGjRvj5+VG3bl3uvfde8vLySs/fuHEj1113HTExMfj5+dGkSRPefPPN89giIYS4OCmmQJSQRsCpR6viIusAsC/jWFp1TcsGwOBQCLIFEG/OAsClJ5wwUlWGxwk5vmQWRJZM/8svIjU3EF1RqWuxEx38r5skhBDVnkyAvkgMGzYMl8vF9OnTqVevHmlpaSxcuJCsrCxSUlJISUnh1VdfpWnTphw4cIA77riDlJQUZs6cCcDff/9NVFQUX375JTExMaxcuZKxY8diMBgYN27ceW6dEEJcXNSIdnhzd+DN/BtDzKByy9QO8wVJKTnppa9p9n2+8/PyCbT5U8c/FwogW4mnVuiuk98w+wDoGphtYPNdt6CwiD32CFChY3Qx4F8pbRNCiOpIgqqLQG5uLsuXL2fJkiX07NkTgNjYWDp27Fha5ocffij9OiEhgRdeeIEbbrgBj8eD0Wjk1ltvLXPNevXqsWrVKn788UcJqoQQ4hxTI9riTfoKLTPxpGVql4w8Hcn1BVW6IxPd7hu1UgsdBBpdRAYWQgHkqBEE+tc6+Q2z9/o+RzQARcHt8WAvKma7py6YoVNDeTshhLi4yW/Bs6Hrvo0Qq4qmgcsOLoMvFe7xTP6gVGz+us1mw2azMWvWLDp37ly6YfKp5OXlERQUhNF48h+RvLw8wsLCKlQHIYQQlUeNOJYBUNd1lHL+HtQsWSOVku1bN6Vl+LIFKh4jiqYR5E7HG2gkzpvJfkMEhc6Yk9+wNElFAgAFBXasThd/G3xp2Tu2slVKu4QQorqSoOpsuO3wbM0qu7wKhJzs4NNHwHyK1LfHMRqNTJs2jTFjxjB16lTatm1Lz549GTFiBC1btjyhfGZmJs899xxjx4496TVXrlzJjBkz+PXXXytUByGEEJVHDW0BihEcmehFh1BsdU8oUyvEF1QdHanyZvzlO9cQDmRgyd+PIzSI5p5k9hsiyMgLP/kNs0pGqsKPZf7zFCocMYSg6Brt6hkqr3FCCFENSaKKi8SwYcNISUlh9uzZDBw4kCVLltC2bVumTZtWplx+fj5DhgyhadOmTJw4sdxrbdmyhaFDh/LMM8/Qv3//qq+8EEKIMhSjFSWsOXDy/aqOjlQl56Sj6zpaxjoAVP94X4HsfRhCA2ms+9Kq7z98io17s/b4PpfuUVVIRr7vwV6cIZ8AyaYuhLjIyUjV2TD5+0aMqoimaeTnFxAUFIha3vS/M2S1WunXrx/9+vVjwoQJ3HbbbTzzzDOMGjUKgIKCAgYOHEhgYCA//fQTJtOJf2C3bdtG3759GTt2LE899dS/aZYQQohKYIhoiydrA1rGeoi76oTjR4Mqu7OYguICjCXBlyGsNfAXZO9DNbclwZQJwObkslMIzWYzn332me/rw8/6Xow4mk69iHR7IACN/fI5xbwKIYS4KMhI1dlQFN8UvCr98C//9QqupzqVpk2bUlRUBPhGqPr374/ZbGb27NlYrdYTym/dupXevXtz880388ILL5z1/YUQQvx7akQ74OQjVf5mK6EBQQCkHf4LXLlgsKJEd/IVyN6HW3FT25oLwNZsK5p27HyTycSoUaMY9b8rMTl8gRfhR9dUFZHi9OVQbxJcXLkNE0KIakhGqi4CWVlZDB8+nFtvvZWWLVsSGBjIunXrmDx5MkOHDi0NqOx2O19++SX5+fnk5+cDEBkZicFgYMuWLfTp04cBAwYwfvx4UlNTATAYDERGRp7P5gkhxEWpNKjK2oCuayjKic9Ja4ZEkVOUjyNleck5bVFKpvCRvY+iSDsxgQ6MWV6KNQMpuVDnn/mHjiapCIwGqy9Iy88v4qDbt6a4SZS30tsmhBDVjQRVFwGbzUanTp2YMmUKe/bswe12ExMTw5gxY3jiiSdYs2YNa9asAaB+/fplzt23bx9xcXHMnDmTjIwMvvzyS7788svS47Gxsezfv/9cNkcIIQSghDQGgx+489Hzk1CCG55QpmZoFNuSkzBk+Uaz1KjOEFaypqoog/ziDIptVuIyMkky1GB3+rGgyuPxMHfuXNi7lAGajrEkSYWu6+QXFLJPCwcFmtSRSS9CCCFB1UXAYrHw4osv8uKLL5Z7vFevXui6fsprTJw48aSJK4QQQpx7impEDW+Nlr4KLX0tajlBVa2SdVVBRdsBUKM6gTUY/MPAno0rbw/5AS1I8Gb4gqo06N3Yd67T6eSyyy4DoPBhG8aS9VQOh4sCh0KaUjL9L+HE6eJCCHGxkcdLQgghRDWlRnUGwJu2stzjtUKjCDJ4CfP69qoyRJVs+n50tConCbufhXreDAB2pWrlXcbnuMx/qSVJKmp6cwmpHXKWrRBCiOpPgiohhBCimjJEdwNAO0lQVTMkijY23yb1SmACirVkDWxoHAB+RYfJwkVCSVCVlHyK9VHHZf7LyvdloG2spaKEBJ1tM4QQotqToEoIIYSopnwjVQp6/m50e9oJx2uFRtE20F5SttOxA4E1ALA488hx5xOrZAGwO/0UN4s4tvFvepENgMamHBSDvJUQQgj5TSiEEEJUU4olBCWsBQDetBUnHK8ZGkVbWzlBVYBvxCpccZPnKqC2IQeAPdmGMmnVj91ILR3dys8vIrXYNzrVOKCwkloihBDVmwRVQgghRDVmqHF0CuCJQVWtoDBa2Xz7SDmCWx47YPMlsIhUvbgVDxGmIky6B6dX5VB2OTcJjAaDb0P4/IJCkp0hADQJd1deQ4QQohqToEoIIYSoxtSSdVXe1BODKr/i/dgMGgUelRQt9NgBm2+kKkL1YLSoeCxG4ry+DX6TypsCGFSr9Mus3GKOaCWZ/6JPnTlWCCEuFhJUCSGEENWYoUZXAPScrejOssNM3vTVACQW+nMkL+vYgZLpfxGKB6u/BafZRH3Nl6zi6Loqs9nMO+OH884AC+awOr7raRp7sgzoKIRphUTV9K/KpgkhRLUhQZUQQghRjSl+USjBDQAdb9rqMse0dN/G7usL/UnJOW4IqmT6X4TqJTTQhsNsIsHrO767JN+FyWTi7kvrc3d7M6bwGAAKC+2kFPnWUzXypqJGHjf6JYQQFzEJqoQQQohqTj3JuqrSoKrAn5Sc47IDloxUWRSdOkEBOM2m0rTqu49PIpiX4vscXBvwZf4rTVLhSUWJkKBKCCFAgiohhBCi2jNEXwKAdty6Kt2eil64Hx2FDUV+HDl+pMpkpQgjAHEBJhxmE/WPjlSVFPN6vSz5azNLDnjwBkQDvj2qjm7829ibihIRUsUtE0KI6kGCqotERkYGd955J3Xr1sVisRAdHc2AAQNYscL3B/j2228nISEBPz8/IiMjGTp0KDt27Cg9Pysri4EDB1KrVi0sFgsxMTGMGzeO/Pz889UkIYQQJUpHqrIS0d2+NOfeklGqfHMdCr0GUnLLZqDI1H3Z/GqbFbz+1tKRqr0Z4NXA4XDQe8p6en9ZjKNk0+CCgiLSSoKqRqSjBAdWfeOEEKIakKDqIjFs2DASExOZPn06u3btYvbs2fTq1YusLN/C5Xbt2vHZZ5+xfft25s6di67r9O/fH6/XC4CqqgwdOpTZs2eza9cupk2bxoIFC7jjjjvOZ7OEEEIAqi0GxVYXdC9a+l/oHjve/T8C4AxpBcCRnIzS8i6PmzSPAkCkQUOz+VNHy8Giu3F54GAWlNmwKrAmAAV2F2lO3/S/JkF2FFXeRgghBFAy9i/+03Jzc1m+fDlLliyhZ8+eAMTGxtKxY8fSMmPHji39Oi4ujueff55WrVqxf/9+EhISCA0N5c477ywtExsby1133cUrr7xy7hoihBDipNQa3fAWHsS98WW0/CQo9i2OUmr3Az7iyHEjVam5GaRrBgCCvHb0wChUdOK0LHYaotmdBlFROccuHhABwP4sA15UbJqDOpESUAkhxFHyG/Es6LqO2+2p0g+Px1vu67pe8b1BbDYbNpuNWbNm4XQ6T1u+qKiIzz77jPj4eGJiYsotk5KSwo8//lgapAkhhDi/DNHHJasoTkOx1cV8yVTCG48AIM9eQJHDDkBKTjpZmu+5qlKYDkEBANT3HLeuqvDYyBZGMwB7snxTBht60yTznxBCHEdGqs6Cx+Plk+k/nZd7j775Kkymiv3zGY1Gpk2bxpgxY5g6dSpt27alZ8+ejBgxgpYtW5aWe++993jkkUcoKiqiUaNGzJ8/H7PZXOZa1113HT///DPFxcVcfvnlfPzxx5XaLiGEEP+OWmcAWMJQDH4YWz2CscGNKAYzNiDQGkCBo4iU3HQaRMeRkpNGhu4bqaIoE1OAPx5VLZtWPTLjhHscyLEA0Nh7BFUy/wkhRCkZqbpIDBs2jJSUFGbPns3AgQNZsmQJbdu2Zdq0aaVlrr/+ehITE1m6dCkNGzbk2muvxeFwlLnOlClTWL9+PT///DN79uxh/Pjx57glQgghyqP618RvxB6s127H1Hg0iuHYQ7Gaob59qY5mAEzOSSOjZKSKwnTMZhMOi4kE7bi06kWZJ9xjX55vs98m3iOSTl0IIY4jI1VnwWg0MPrmq6rs+pqmUVBQQGBgIOo/FgMbjYYzvp7VaqVfv37069ePCRMmcNttt/HMM88watQoAIKDgwkODqZBgwZ07tyZ0NBQfvrpJ6677rrSa0RHRxMdHU3jxo0JCwuje/fuTJgwgZo1a55VW4UQQpw9RTWV+3qt0Ch2HdlXugHwoawjpdP/KMrAYjb79qqyHzf9r+jEkar9+b5sfy08ySgRCZXfACGEqKYkqDoLiqJUeArev6FpGkajAZPJeEJQVRmaNm3KrFmzyj2m6zq6rp9yDZZWkhmqIuu0hBBCnD81Q3wjVSk56azds4kZK3+lFcdGqiyWkr2qCnxB1b5MUOw5TO5jgdhOmEwmCh06aXYbAC08h2WPKiGEOI4EVReBrKwshg8fzq233krLli0JDAxk3bp1TJ48maFDh7J3715mzJhB//79iYyM5PDhw7z00kv4+fkxePBgAH777TfS0tLo0KEDNpuNrVu38vDDD9OtWzfi4uLObwOFEEKcUq2S6X9r92zikyXf4/S4aNK0M6Tvh8IMzGYzTrOZOC0dq+rF4TWQkqfycBcz9B0CZjNrd3vQMVJDy6OGXiBrqoQQ4jgSVF0EbDYbnTp1YsqUKezZswe3201MTAxjxozhiSeeICcnh+XLl/PGG2+Qk5NDjRo16NGjBytXriQqyveH2M/Pj48++ogHHngAp9NJTEwMV199NY899th5bp0QQojTORpULd62GoAWMQ15+ubn4JVvwVWIxaBTYDahopNgLWSrPZjdmWbqA9h85/69zzc7oYUnGcwmCLKdj6YIIcQFSYKqi4DFYuHFF1/kxRdfLPe4n58fv/322ymv0bt3b1auXFkV1RNCCFHFjiaqAKgZEsnnd71KQFAkGC3gcWLW7DgsvvVY9U15bCWYndn+RKR4YV8ubdt6STzoO7+l5zBKeAiKopyPpgghxAVJsv8JIYQQ/3EJNWJRFAV/ix+f3/WqL8hSFAiIBMDiLcBp9gVVjfElqFifE0nHz+x0/N8DOBwOtiT7gijfeiqZ+ieEEMeTkSohhBDiPy42ohYz7n2T6JBIGtaMP3bAFgl5h7G483CUBFVttENAOxLtDUqLeTXYdsSXdbaF9zBqRNw5rL0QQlz4JKgSQgghLgI9mnQ88cWSkSqzM7t0pKpN8V4AtrkblRbbmwF2t4oFNw286SihLU+8lhBCXMRk+p8QQghxsSpJQmFxZJSOVNXKTyEywIN23HPXzYd9n+ur6RjQwc96zqsqhBAXMgmqhBBCiItVSVBlsqfhtJoBUOzFtI/OL1NsU0lQ1ZhUX5mSskIIIXwkqBJCCCEuVgERAChF6RDgj1byctvA1DLFNh3yfW6qp/i+sEhQJYQQx5OgSgghhLhYlYxUUZiJxWLGVTIFsJ1lb5lim0tiqWb6EQAUCaqEEKIMCaqEEEKIi1VJogqK0jGbTaXrqtrqO0E1obSZwP0PP8ORPN/rTb3JvvISVAkhRBmS/U8IIYS4WJWOVGVgsZhLMwDWsh8gypRLeptniegB/AQ1A4oJySn2lZegSgghypCRKiGEEOJidTSoKs7GYjLisPiCKvILaW9KBOCT5b6XYoMKMHp9q64kUYUQQpQlQdVFIiMjgzvvvJO6detisViIjo5mwIABrFixokw5XdcZNGgQiqIwa9ascq+VlZVFnTp1UBSF3Nzcqq+8EEKIquEfBooKuo5Z9ZaOVOkFdtoa10POVvbt3gq6RowtF6PX6ztPRqqEEKIMmf53kRg2bBgul4vp06dTr1490tLSWLhwIVlZWWXKvfHGGyiKcsprjR49mpYtW5KcnFyVVRZCCFHVVAP4h0NRBhbFjcPsC5b0IhfNzX/DT0/4yt1YSC1rDoajI1UWy/mqsRBCXJAkqLoI5Obmsnz5cpYsWULPnj0BiI2NpWPHjmXKbdiwgddee41169ZRs2bNcq/1/vvvk5uby9NPP83vv/9e5XUXQghRxWyRUJSBWSum4OhIVbFGW//NZYpFW7IwemSkSgghyiNB1VnQdR2crqq7vqaB04XucKKr/5ipaTGfdkTpKJvNhs1mY9asWXTu3BlLOU8Y7XY7I0eO5N133yU6Orrc62zbto1nn32WNWvWsHfv3nLLCCGEqGYCooBtWLQiMo4GVS4DNdVje1V1iNcJUQsw6DoAytG1V0IIIQAJqs6O04X9f+Or9BYmwFHO6/4zXgdrxaZfGI1Gpk2bxpgxY5g6dSpt27alZ8+ejBgxgpYtWwLwwAMP0LVrV4YOHVruNZxOJ9dddx2vvPIKdevWlaBKCCH+K2y+tOpmd/6xNVVeC4rx2GjUL3c5mfOjduycCv79EUKIi0W1S1ThdDpp3bo1iqKwYcOGMsc2bdpE9+7dsVqtxMTEMHny5PNTyQvQsGHDSElJYfbs2QwcOJAlS5bQtm1bpk2bxuzZs1m0aBFvvPHGSc9//PHHadKkCTfccMO5q7QQQoiqVxJUWVw5x7L/eSwQEFFaxO1xHUtSoShgkmeyQghxvGr3W/GRRx6hVq1abNy4sczr+fn59O/fn0svvZSpU6eyefNmbr31VkJCQhg7dmzVVMZi9o0YVRFN0ygoKCAwMBC1nOl/Z8pqtdKvXz/69evHhAkTuO2223jmmWe46qqr2LNnDyEhIWXKDxs2jO7du7NkyRIWLVrE5s2bmTlzJlAy9RGIiIjgySefZNKkSf+qjUIIIc6zAF9adYsrC6fZt55W91jR/SOBXQC4XO7SJBVnMv1cCCEuFtUqqPr999+ZN28eP/zwwwlJEr766itcLheffvopZrOZZs2asWHDBl5//fUqC6oURanSKRCKpoHLiWK1oPwzqKoETZs2ZdasWTz22GPcdtttZY61aNGCKVOmcPnllwPwww8/UFxcXHp87dq13HrrrSxfvpyEhIRKr5sQQohz5Oj0v+I0HOY2JS+qYIksLeJyeSSduhBCnEK1CarS0tIYM2YMs2bNwt/f/4Tjq1atokePHpjNx37ZDxgwgJdffpmcnBxCQ0PLva7T6cTpdJZ+n5+fD4Db7cbtdpe+7na70XUdTdPQNO2E61SFo6NBR+/7b2VlZfG///2PUaNG0bJlSwIDA1m3bh2TJ0/miiuuICoqiqioqBPOq1OnDrGxsWiaRnx8fJlj6enpADRq1IiQkJBz1ieVqbL690KgaRq6ruN2uzEYDOe7OgCl/3+O/38kKo/0b9W6mPpXsYZhBMyFR9CsBtwGAyavF9UUwfjxvnXDLrf7uKDKdNb9cjH17/kg/Vu1pH+r1oXWvxWtR7UIqnRdZ9SoUdxxxx20b9+e/fv3n1AmNTX1hDf+NWrUKD12sqDqxRdfLHfq2rx588oEb0ajkejoaAoLC3G5qi7jX3kKCgrO6nxN02jVqhWvv/46+/btw+PxULt2bW688UbGjx9fGkj+U3Fx8UmP2e320rqdMDWxmjnb/r0QuFwuiouLWbZsGR6P53xXp4z58+ef7yr8p0n/Vq2LoX9DivbSEzCnJ0JdcJpNmIq9pKc76NHjMgC2bNmKv8f38KnQ5WT1b79Vyr0vhv49n6R/q5b0b9W6UPr36Hve0zmvQdVjjz3Gyy+/fMoy27dvZ968eRQUFPD4449Xeh0ef/zx0idx4BupiomJoX///gQFBZW+7nA4OHToEDabDavVWun1KI+u66Vrqs52/vprr712RuW9R59InsTgwYNPW+ZCV5n9e745HA78/Pzo0aPHOfv5PB232838+fPp168fJpOkX65s0r9V66Lq3+Ic9F0vYvI4UHU3DosJW7GDmo37UHvwYAA2bt5FalIaAIER4Qwuef3fuqj69zyQ/q1a0r9V60Lr35MNMPzTeQ2qHnzwQUaNGnXKMvXq1WPRokWsWrXqhP2V2rdvz/XXX8/06dOJjo4mLS2tzPGj359s3yUAi8VS7r5NJpOpzD+k1+tFURRUVT1nIzNHp6Qdva+oXP+l/lVVFUVRTvi5vRBciHX6L5H+rVoXRf+aouDuPyFnP5bVBaVp1QlqQHJyMgBu97E1VYrVUml9clH073kk/Vu1pH+r1oXSvxWtw3kNqiIjI4mMjDxtubfeeovnn3++9PuUlBQGDBjAjBkz6NSpEwBdunThySefxO12lzZ+/vz5NGrU6KRT/4QQQggBRDaEyIaYN/6OoySosmdmEz+gOwB/zFtemv1PkUQVQghxgmqxpqpu3bplvrfZbAAkJCRQp04dAEaOHMmkSZMYPXo0jz76KFu2bOHNN99kypQp57y+QgghRHVkMZvxHE124zy2ONvlcmM7OuXbKkGVEEL8U7UIqioiODiYefPmcffdd9OuXTsiIiJ4+umnq26PKiGEEOI/xmIxoakla0yPS3rjy/4nI1VCCHEy1TKoiouLK02HfbyWLVuyfPny81AjIYQQovozm814S9aY6scHVS4XBtmnSgghTqp6r84XQgghRKWxmE1oRxP3uI8FVU6nB6OnJFGFBFVCCHECCaqEEEIIAYDFYj42/e+4oMrtOjb9T0aqhBDiRBJUCSGEEAIAs9lUOv0P97G9CJ1uV2lKdawnbkMihBAXu2q5pkoIIYQQlc9iNpFXElQZNI277roLXdfRdeW4RBXnf98YIYS40EhQJYQQQggAzJZjiSosqLz77rsUFzuY/tUvkqhCCCFOQab/XSQyMjK48847qVu3LhaLhejoaAYMGMCKFSsA6NWrF4qilPm44447ylzjn8cVReHbb789H80RQghRBSxmE17D0ZTqvn2qnC7fZ7Pmy7qrWGT6nxBC/JOMVF0khg0bhsvlYvr06dSrV4+0tDQWLlxIVlZWaZkxY8bw7LPPln7v7+9/wnU+++wzBg4cWPp9SEhIldZbCCHEuWM2m9EU3/NWzeUmIyOD9IwcdF3HqEmiCiGEOBkJqi4Cubm5LF++nCVLltCzZ08AYmNj6dixY5ly/v7+REdHn/JaISEhpy0jhBCievJt/usLqux2O1FRUQC88c7nmEqCKsUqQZUQQvyTTP87C7oORc7z81HO3scnZbPZsNlszJo1C6fTedJyX331FRERETRv3pzHH38cu91+Qpm7776biIgIOnbsyKefflruJsxCCCGqJ4vZXDr9T/d4yxw7uk+VjFQJIcSJZKTqLNhdYLurKu+gAiHlHil8DwIqOK3daDQybdo0xowZw9SpU2nbti09e/ZkxIgRtGzZEoCRI0cSGxtLrVq12LRpE48++ig7d+7kxx9/LL3Os88+S58+ffD392fevHncddddFBYWcu+9955lO4UQQlwIzMdt/qu7PGWOGUqz/0lQJYQQ/yRB1UVi2LBhDBkyhOXLl7N69Wp+//13Jk+ezMcff8yoUaMYO3ZsadkWLVpQs2ZN+vbty549e0hISABgwoQJpWXatGlDUVERr7zyigRVQgjxH2EwqGDyvTXQ3e6yxzwlQZYEVUIIcQIJqs6Cv9k3YlRVNE0jPz+foKAgVLXsTE3/f/E3zWq10q9fP/r168eECRO47bbbeOaZZxg1atQJZTt16gRAUlJSaVBVXpnnnnsOp9OJRbJBCSHEf4LB7PsDUyao0nVUtwRVQghxMhJUnQVFqfgUvH9D08Br8d1DrYLVb02bNmXWrFnlHtuwYQMANWvWPOn5GzZsIDQ0VAIqIYT4DzFYS36nu49N/1M1jZJE65KoQgghyiFB1UUgKyuL4cOHc+utt9KyZUsCAwNZt24dkydPZujQoezZs4evv/6awYMHEx4ezqZNm3jggQfo0aNH6ZqrX375hbS0NDp37ozVamX+/Pn83//9Hw899NB5bp0QQojKZDwaNB2XqMJYsp4KkJEqIYQohwRVFwGbzUanTp2YMmXK/7d373FR1fn/wF9nLswAA94RTUBRv3j5ioJ5AVfop+E11wubbboaqWhmZe7WLpp4qVZcNbRau2qApqbmSm6rFkoqmaaSaCiBotb+Ei954y4D8/n+QZwcmOE6w8zA6/l4zCPOZz5z5n3eThze8/mcz0F2djb0ej28vLwQGRmJRYsW4ZdffsGBAwewbt06FBQUwMvLC+Hh4Vi8eLG8D7VajfXr12PBggUQQqBbt26IjY1FZGSkDY+MiIgsrWKkSlVmwFNPPYX///N1OFUs9KpSQVIqbRccEZGdYlHVDGg0GsTExCAmJsbk815eXjh8+HC1+xg1apTRTX+JiKhpUjuXF1VaSIiPj8fuPckoyv6p/EmN2oaRERHZL96nioiIiGRqrRYAIJUZIAwGlJTo5el/XE6diMg0FlVEREQkc3ItL6qEECi4l4vc3NzfllPXcmEiIiJTWFQRERGRTOPqAgAoLCuFW+tWmD1zMkqLiwEAEqf/ERGZxKKKiIiIZBoX5yptqrJfVwLkLTSIiExiUUVEREQyjbMWZZJk1PZbUcVrqoiITGFRRURERDJnrRMMikpFlaF8TXXe+JeIyDQWVURERCTTaDUwKIz/PFAbfr35L0eqiIhMYlFFREREMq3GCWWViyrx60iVE4sqIiJTWFQRERGRTKVSwqCsPFJVXlSB0/+IiExS2ToAIiIish+SJEEolVBJEkYFh+DG/RJoKkaqOP2PiMgkjlQ1Ezdv3sTcuXPh7e0NjUYDT09PjBw5EkePHpX7HDt2DMOGDYOrqyvc3d0REhKCoqIio/385z//waBBg+Ds7IxWrVphwoQJjXwkRERkbUKlhFapwurn/4bIZ/4MV8Wv38FypIqIyCSOVDUT4eHhKCkpQUJCAnx9fXH9+nUcPHgQt27dAlBeUI0aNQoLFy7E22+/DZVKhTNnzkDxwLz6Xbt2ITIyEitWrMCwYcNQWlqK9PR0Wx0SERFZi0oJALhfWP7FmvrXJdU5UkVEZBqLqmbg7t27SElJwaFDhxAaGgoA8PHxwcCBA+U+CxYswAsvvICoqCi5zc/PT/65tLQU8+fPx+rVqzFz5ky5vVevXo1wBERE1KhU5X8elBQUAc4aKMu4+h8RUXU4/a8BhBAoLC224uM+isruo7D0fpXnxK/z22tDp9NBp9MhMTER9+/fr/L8jRs38O2338LDwwPBwcFo3749QkND8fXXX8t9vvvuO/z8889QKBQICAhAhw4dMHr0aI5UERE1RWoVCkr1CH5hGuZGTkZJ8a9TwVlUERGZxJGqBigqu4+AxFk2ee/TEzbARaWtVV+VSoX4+HhERkbivffeQ2BgIEJDQ/HHP/4R/v7+uHTpEgBg2bJlWLNmDfr164dNmzZh+PDhSE9PR/fu3Y36xMbGonPnznjjjTfwyCOPICsrC61bt7basRIRUeOSnNRG26pSTv8jIqoOR6qaifDwcFy9ehV79uzBqFGjcOjQIQQGBiI+Ph6GX2/qOGfOHDz99NMICAjA2rVr4efnh48++ggA5D6vvPIKwsPD0b9/f8TFxUGSJOzcudNmx0VERJYnqY2LKsWv11RxoQoiItM4UtUAzkoNTk/YYLX9GwwCeXm5cHNzh0IhVXnvutJqtQgLC0NYWBiio6Mxa9YsLF26FIcOHQJQ9fqonj174qeffgIAdOjQoUofjUYDX19fuQ8RETUNCicVHpxkrtRzpIqIqDosqhpAkqRaT8GrD4PBgFKlBi4qjdEqfJbSq1cvJCYmonPnzujYsSMyMzONns/KysLo0aMBAP3794dGo0FmZiZ+97vfAQD0ej2uXLkCHx8fi8dGRES2o9A4oezB7bLS8h80df9Cj4ioOWBR1QzcunULjz/+OGbMmAF/f3+4ubnh1KlTWLVqFcaPHw9JkvDyyy9j6dKl6Nu3L/r164eEhAT88MMP+PTTTwEA7u7ueOaZZ7B06VJ4eXnBx8cHq1evBgA8/vjjtjw8IiKyMGWlokpZWj4FnCNVRESmsahqBnQ6HQYNGoS1a9ciOzsber0eXl5eiIyMxKJFiwAAL774IoqLi7FgwQLcvn0bffv2RVJSErp27SrvZ/Xq1VCpVJg2bRqKioowaNAgJCcno1WrVrY6NCIisgJlpeJJoS8FJAWgUZt5BRFR88aiqhnQaDSIiYlBTExMtf2ioqKM7lNVmVqtxpo1a7BmzRpLh0hERHZEqdVAKUkI7uKHXFcXqA0GQKmApOX0PyIiU1hUERERkRGlRg2tUoU3fz8daT26QLvv1/sWcvofEZFJXFKdiIiIjFQsqa4wCKjKDL894cTpf0REprCoIiIiImPq8oksSoNBvvEvNE6QJKmaFxERNV+c/kdERERGJLUKBaV6DH7/NQiFhBGPPgXXFjpbh0VEZLdYVBEREZExVfmfB8WlermJy6kTEZnH6X9ERERkTG3iO1cnFlVEROawqCIiIiJjqqpFlaRlUUVEZA6LKiIiIjIimRqp4vQ/IiKzWFQRERGRMRNFFUeqiIjMY1FFRERExnhNFRFRnbCoaiZu3ryJuXPnwtvbGxqNBp6enhg5ciSOHj2KK1euQJIkk4+dO3cCAOLj4832uXHjho2PjoiILElSKaGQJAz26IR+Xr5QSBJX/yMiqgaXVG8mwsPDUVJSgoSEBPj6+uL69es4ePAgbt26hcGDByMnJ8eo/wcffIDVq1dj9OjRAIAnnngCo0aNMuoTERGB4uJieHh4NNpxEBFRI1Cr4KxU4V/Dn8Dlh9rDOesKwOl/RERmsahqACEESoqtt3+DoXz/99UCCoUwes5Ji1rf2f7u3btISUnBoUOHEBoaCgDw8fHBwIED5T6enp5Gr9m9ezcmT54Mna78Zo/Ozs5wdnaWn7958yaSk5OxcePGeh0bERHZMbUaAKAwGKAqKytv40gVEZFZDlNUde7cGT/++KNRW0xMDKKiouTts2fPYt68eTh58iTatWuH559/Hn/961+tFlNJMfDyqHyr7b+cEkBhldbV+3XQOFftbYpOp4NOp0NiYiIGDx4MjUZTbf/U1FSkpaVh/fr1Zvts2rQJLi4u+MMf/lC7IIiIyGFUrP6nNBig/LWokmo4dxARNWcOdU3Vq6++ipycHPnx/PPPy8/l5uZixIgR8PHxQWpqKlavXo1ly5bhgw8+sGHE9kGlUiE+Ph4JCQlo2bIlhgwZgkWLFuHs2bMm+2/cuBE9e/ZEcHCw2X1u3LgRU6ZMMRq9IiKiJkKlQkGpHj0++wBhH8agoFTPkSoiomo4zEgVALi5uVWZplZhy5YtKCkpwUcffQQnJyf07t0baWlpiI2NxezZs60Sj5O2fMTIWgwGA/Ly8uDm5gaFwrj+ddLWbV/h4eEYO3YsUlJScPz4cezbtw+rVq3Chg0bEBERIfcrKirC1q1bER0dbXZfx44dQ0ZGBjZv3ly3IIiIyDGolQCAWyVFchOXVCciMs+hRqpWrlyJNm3aICAgAKtXr0Zpaan83LFjxxASEgKnB5Z8HTlyJDIzM3Hnzh2rxCNJEjTO1n04aWGyvbbXUz1Iq9UiLCwM0dHR+OabbxAREYGlS5ca9fn0009RWFiI6dOnm93Phg0b0K9fP/Tv37/OMRARkQNQ8ea/RER14TAjVS+88AICAwPRunVrfPPNN1i4cCFycnIQGxsLALh27Rq6dOli9Jr27dvLz7Vq1crkfu/fv4/79+/L27m5uQAAvV4PvV4vt+v1egghYDAYYDAYLHps5ggh5P9a4z179uyJxMREo31v3LgR48aNQ5s2bUy+Z35+Pnbs2IEVK1Y0Wh6sxdr5bUwGgwFCCOj1eiiVSluHAwDy/z8P/n9ElsP8Wldzz68w8b1dmUoBWCgfzT2/1sb8Whfza132lt/axmHToioqKgr/+Mc/qu2TkZGBHj164M9//rPc5u/vDycnJ8yZMwcxMTE1LrxQnZiYGCxfvrxK+5dffgkXFxd5W6VSwdPTE/n5+SgpKan3+9VHXl5eg15/+/ZtREREYOrUqejduzfc3Nxw+vRprFq1CqNHj5YLyUuXLuHIkSPYsWOH3FbZ5s2bUVpait///vdm+ziahubXHpSUlKCoqAhHjhwxGsG1B0lJSbYOoUljfq2rueZXqS/FwEptqenf45fc6xZ9n+aa38bC/FoX82td9pLfwsKqC8aZYtOi6i9/+YvR9Tym+Pr6mmwfNGgQSktLceXKFfj5+cHT0xPXrxv/sq/YNncdFgAsXLjQqGDLzc2Fl5cXRowYAXd3d7m9uLgY//3vf6HT6aDV1vGCpnoSQsjXVNVnul8FjUaD4OBgfPDBB8jOzoZer4eXlxciIyOxcOFCebGJnTt3olOnTpgwYUKVa7gqbNu2DRMnToSXl1e947EXlsqvPSguLoazszNCQkIa7fNZE71ej6SkJISFhUH96/LMZDnMr3U19/yK0jLcjfvCqO3h4CAo/P0ssv/mnl9rY36ti/m1LnvLb20HEWxaVLVr1w7t2rWr12vT0tKgUCjkG88GBQXhlVdegV6vl/8BkpKS4OfnZ3bqH1BecJga6VKr1Ub/kGVlZZAkCQqFwmzBYWkVU9Iq3re+nJ2dsXLlSqxcubLafjExMYiJiam2zzfffFPvOOyNpfJrDxQKBSRJqvK5tQf2GFNTwvxaV3PNrzBxTZXK1QVKC+eiuea3sTC/1sX8Wpe95Le2MTjEX5LHjh3DunXrcObMGVy6dAlbtmzBggUL8Kc//UkumKZMmQInJyfMnDkT586dw/bt2/Hmm28ajUIRERFRzSRJgsJJjcCW7RDYsh0UksSFKoiIquEQC1VoNBp88sknWLZsGe7fv48uXbpgwYIFRgVTixYt8OWXX2LevHno378/2rZtiyVLllhtOXUiIqKmzFmrxZGQx+VtiUUVEZFZDlFUBQYG4vjx4zX28/f3R0pKSiNERERE1MSpK/2JwKKKiMgsh5j+R0RERI1LqnRdFUeqiIjMY1FFREREVRRKAr2SNqNX0mYUluoBbf1vX0JE1NQ5xPQ/IiIialxCqcRPReX38RMKCZLKPm4sTkRkjzhSRURERFVID15TZWKJdSIi+g2LKiIiIqrqwUKq8qIVRERkhEUVERERVaX+bbofp/4REVWPRRURERFVpeL0PyKi2mJR1UzcvHkTc+fOhbe3NzQaDTw9PTFy5EgcPXoUAHDt2jVMmzYNnp6ecHV1RWBgIHbt2mW0j6ysLIwfPx5t27aFu7s7fve73+Grr76yxeEQEZGVGV1Txel/RETV4m/JZiI8PBwlJSVISEiAr68vrl+/joMHD+LWrVsAgOnTp+Pu3bvYs2cP2rZti61bt2Ly5Mk4deoUAgICAACPPfYYunfvjuTkZDg7O2PdunV47LHHkJ2dDU9PT1seHhERWZikVqGHWyv5ZyIiMo+/JRtACAGUFlpv/wYDUFoIoVdCKCoNKqpcIElSrfZz9+5dpKSk4NChQwgNDQUA+Pj4YODAgXKfb775Bu+++67ctnjxYqxduxapqakICAjAL7/8ggsXLmDjxo3w9/cHAKxcuRLvvPMO0tPTWVQRETUxLq6uOPX/ngQAKFxcbBwNEZF9Y1HVEKWFKPq4vVXfwgnAfRPtzn+6Dqhda7UPnU4HnU6HxMREDB48GBpN1Rs4BgcHY/v27Rg7dixatmyJHTt2oLi4GI888ggAoE2bNvDz88OmTZsQGBgIjUaD999/Hx4eHujfv3/9D5CIiOySxGuqiIhqjddUNQMqlQrx8fFISEhAy5YtMWTIECxatAhnz56V++zYsQN6vR5t2rSBRqPBnDlzsHv3bnTr1g0AIEkSDhw4gNOnT8PNzQ1arRaxsbHYv38/WrVqZatDIyIia+E1VUREtcbfkg2hcikfMbISg8GAvLw8uLm5QWFi+l9dhIeHY+zYsUhJScHx48exb98+rFq1Chs2bEBERASio6Nx9+5dHDhwAG3btkViYiImT56MlJQU9OnTB0IIzJs3Dx4eHkhJSYGzszM2bNiAcePG4eTJk+jQoYMFj5yIiGyt0FCK4K+2AQCO9l4MZxvHQ0Rkz1hUNYAkSbWeglev/RsMgKoMktoVUuWiqh60Wi3CwsIQFhaG6OhozJo1C0uXLsXQoUPxz3/+E+np6ejduzcAoG/fvkhJScH69evx3nvvITk5GZ9//jnu3LkDd3d3AMA777yDpKQkJCQkICoqqsHxERGRHVEp8UPeHQCA4H2qiIiqxel/zVivXr1QUFCAwsLyxTYqj4YplUoYDAYAMNtHoVDIfYiIqAlRqX/7mdP/iIiqxaKqGbh16xaGDRuGjz/+GGfPnsXly5exc+dOrFq1CuPHj0ePHj3QrVs3zJkzBydOnEB2djbeeOMNJCUlYcKECQCAoKAgtGrVCk899RTOnDmDrKwsvPzyy7h8+TLGjh1r2wMkIiLLe7CQUnKkioioOvzqqRnQ6XQYNGgQ1q5di+zsbOj1enh5eSEyMhKLFi2CWq3G3r17ERUVhXHjxiE/Px/dunVDQkICxowZAwBo27Yt9u/fj1deeQXDhg2DXq9H79698dlnn6Fv3742PkIiIrI49W+FFO9TRURUPf6WbAY0Gg1iYmIQExNjtk/37t2xa9euavfz8MMP44svvrB0eEREZIekB6+jUnOkioioOpz+R0RERFUZLamuNt+PiIg4UkVERERVSZR2kn0AABgrSURBVGo1vJ3dAAAK3vyXiKha/C1JREREVbjqdDgfNg0AoNZZ7/YhRERNAaf/ERERUVVG0//4HSwRUXVYVBEREVFVD0754/Q/IqJqsagiIiKiKorKShFyZCdCjuxEsaHM1uEQEdk1fvVEREREVQilAt/dvQkAMCj5HSwRUXX4W5KIiIiqUnP6HxFRbbGoIrv3ww8/YPDgwdBqtejXr5+twyEiah4eKKokLlRBRFQtFlVNnCRJ1T6WLVtm09gSExNr7Ld06VK4uroiMzMTBw8etH5gREQEScXV/4iIaou/JZu4nJwc+eft27djyZIlyMzMlNt0Ol2d9ldSUgInJyeLxVcb2dnZGDt2LHx8fMz20ev1UKvVjRgVEVETp1b+9rNKab4fERFxpKqp8/T0lB8tWrSAJEnydkFBAaZOnYr27dtDp9NhwIABOHDggNHrO3fujNdeew3Tp0+Hu7s7Zs+eDQD48MMP4eXlBRcXF0ycOBGxsbFo2bKl0Ws/++wzBAYGQqvVwtfXF8uXL0dpaam8XwCYOHEiJEmStyuTJAmpqal49dVX5ZG1K1euQJIkbN++HaGhodBqtdiyZQsAYMOGDejZsye0Wi169OiBd955x2h/J06cQEBAALRaLQYOHIjPP/8cSqUSaWlpAID4+Pgqx5GYmAhJkmp9bBVxb9iwARMnToSLiwu6d++OPXv2GO3j3LlzeOyxx+Du7g43NzcMHToU2dnZOHLkCNRqNa5du2bU/8UXX8TQoUNN5omIyOI4UkVEVGssqiygoKDA7KO4uLjWfYuKimrV11Ly8/MxZswYHDx4EKdPn8aoUaMwbtw4/PTTT0b91qxZg759++L06dOIjo7G0aNH8cwzz2D+/PlIS0tDWFgY/v73vxu9JiUlBdOnT8f8+fNx/vx5vP/++4iPj5f7nTx5EgAQFxeHnJwcebuynJwc9O7dG3/5y1+Qk5ODl156SX4uKioK8+fPR0ZGBkaOHIktW7ZgyZIl+Pvf/46MjAysWLEC0dHRSEhIkI/3scceQ69evZCamoolS5YgOjq6znmr6dgqLF++HJMnT8bZs2cxZswYTJ06Fbdv3wYA/PzzzwgJCYFGo0FycjJSU1MxY8YMlJaWIiQkBL6+vti8ebO8L71ejy1btmDGjBl1jpeIqD4ktQptnLRo46Q1ngpIRERVCTJy7949AUDcu3fPqL2oqEicP39eFBUVVXkNALOPMWPGGPV1cXEx2zc0NNSob9u2bU32q6+4uDjRokWLavv07t1bvP322/K2j4+PmDBhglGfJ554QowdO9aoberUqUb7Hj58uFixYoVRn82bN4sOHTrI2wDE7t27a4y7b9++YunSpfL25cuXBQCxbt06o35du3YVW7duNWp77bXXRFBQkBBCiPfff1+0adNG/jcsKysTb7zxhgAgTp8+LYQwnaPdu3cb5b22x7Z48WJ5Oz8/XwAQ+/btE0IIsXDhQtGlSxdRUlJi8pj/8Y9/iJ49e8rbu3btEjqdTuTn55vsX93n01ZKSkpEYmKi2WOkhmF+rYv5FcKQVyDyf/+syP/9s6I0Pcui+2Z+rYv5tS7m17rsLb/maoPKOFLVjOXn5+Oll15Cz5490bJlS+h0OmRkZFQZqXr44YeNtjMzMzFw4ECjtsrbZ86cwauvvgqdTic/IiMjkZOTg8LCQovE/2BcBQUFyM7OxsyZM43e8/XXX0d2djYAICMjA/7+/tBqtfLrBgwYUOf3re2x+fv7yz+7urrC3d0dN27cAACkpaVh6NChZq8Di4iIwMWLF3H8+HEA5dMSJ0+eDFdX1zrHS0RUL5zyR0RUa/yNaQH5+flmn1MqjS/urfij2hSFwrjGvXTpEnJzc+Hu7l7lOUt46aWXkJSUhDVr1qBbt25wdnbGH/7wB5SUlBj1q88f8vn5+Vi+fDkmTZpU5bkHi5qGeDCuin+DDz/8EIMGDTLqV/nfoDoKhQJCCKM2vV5vtF3bY6tcMEmSBIPBAABwdnauNg4PDw+MGzcOcXFx6NKlC/bt24dDhw7V+jiIiBqMU/6IiGqNvzEtoC5FR137lpWVwdXV1SpF1dGjRxEREYGJEycCKC8Wrly5UuPr/Pz8qlwDVXk7MDAQmZmZ6Natm9n9qNVqlJWV1T1wE9q3b4+OHTvi0qVLmDp1qsk+PXv2xObNm1FcXCwXP6dOnTLq065dO+Tl5aGgoED+t6pYxKJCbY6tJv7+/khISKh21cJZs2bhySefRKdOndC1a1cMGTKk3u9HRFRXxSX3MepoIgBgX/Fc1G2tWCKi5oXT/5qx7t2741//+hfS0tJw5swZTJkyRR5Jqc7zzz+PvXv3IjY2FhcuXMD777+Pffv2Ga2Qt2TJEmzatAnLly/HuXPnkJGRgU8++QSLFy+W+3Tu3BkHDx7EtWvXcOfOnQYfz/LlyxETE4O33noLWVlZ+P777xEXF4fY2FgAwJQpUyBJEiIjI3H+/Hns3bsX//znP432MWjQILi4uGDRokXIzs7G1q1bER8fb9SnNsdWk+eeew65ubn44x//iFOnTuHChQvYvHmz0XL3I0eOhLu7O15//XU8/fTT9U8MEVE9GAwGfH3rKr6+dRV4yMPW4RAR2TUWVc1YbGwsWrVqheDgYIwbNw4jR45EYGBgja8bMmQI3nvvPcTGxqJv377Yv38/FixYYDT1beTIkfj888/x5ZdfYsCAARg8eDDWrl1rdK+pN954A0lJSfDy8kJAQECDj2fWrFnYsGED4uLi0KdPH4SGhiI+Ph5dunQBUH5Prn//+9/4/vvvERAQgOjo6Co3P27dujU+/vhj7N27F3369MG2bduq9KnNsdWkTZs2SE5ORn5+PkJDQ9G/f398+OGHRqNWCoUCERERKCsrw/Tp0+udFyKihpLceD0nEVF1JFH5ApJmLjc3Fy1atMC9e/fg7u4utxcXF+Py5cvo0qWLxa4JqonBYLDqNVWWFBkZiR9++AEpKSm2DqXWDAYD0tPT5eXi+/XrZ+uQqpg5cyZu3rxZ5R5Xldni81kTvV6PvXv3YsyYMbwxsxUwv9bF/JYvAFRxg/j8/HyLLpTD/FoX82tdzK912Vt+zdUGlfGaKqqXNWvWICwsDK6urti3bx8SEhKq3GiX6u/evXv4/vvvsXXr1hoLKiIiIiKyLRZVVC8nTpzAqlWrkJeXB19fX7z11luYNWuWrcNqMsaPH48TJ07gmWeeQVhYmK3DISIiIqJqsKiietmxY4etQ7AIb29vlJWV2d30Si6fTkREROQ4WFQRERGRSS4uLrYOgYjIIbCoIiIioipcXV1RUFBg6zCIiByCfc15cgBcLJHsET+XRERERLbDoqqWKpZ0LCwstHEkRFVVfC7tYelRIiIiouaG0/9qSalUomXLlrhx4waA8nnmkiRZ9T0NBgNKSkpQXFxsdwspNAVNIb9CCBQWFuLGjRto2bIllEqlrUMioiaiuLgY4eHhAIBdu3bZzT3wiIjsEYuqOvD09AQAubCyNiEEioqK4OzsbPUCrjlqSvlt2bKl/PkkIrKEsrIy7N27V/6ZiIjMY1FVB5IkoUOHDvDw8IBer7f6++n1ehw5cgQhISGc1mUFTSW/arWaI1RERERENsSiqh6USmWj/BGrVCpRWloKrVbr0H/02yvml4iIiIgswTEvJCEiIiIiIrITLKqIiIiIiIgagEUVERERERFRA/CaqkoqbqKam5tr40jKF1IoLCxEbm4ur/mxAubXuphf62J+rYv5BQoKCuSfc3NzLboCIPNrXcyvdTG/1mVv+a2oCSpqBHNYVFWSl5cHAPDy8rJxJERERPahY8eOtg6BiMim8vLy0KJFC7PPS6KmsquZMRgMuHr1Ktzc3Gx+76Lc3Fx4eXnhv//9L9zd3W0aS1PE/FoX82tdzK91Mb/WxfxaF/NrXcyvddlbfoUQyMvLQ8eOHaFQmL9yiiNVlSgUCnTq1MnWYRhxd3e3iw9VU8X8Whfza13Mr3Uxv9bF/FoX82tdzK912VN+qxuhqsCFKoiIiIiIiBqARRUREREREVEDsKiyYxqNBkuXLoVGo7F1KE0S82tdzK91Mb/WxfxaF/NrXcyvdTG/1uWo+eVCFURERERERA3AkSoiIiIiIqIGYFFFRERERETUACyqiIiIiIiIGoBFFRERERERUQOwqLKxmJgYDBgwAG5ubvDw8MCECROQmZlp1Ke4uBjz5s1DmzZtoNPpEB4ejuvXr9soYsdSU35v376N559/Hn5+fnB2doa3tzdeeOEF3Lt3z4ZRO47afH4rCCEwevRoSJKExMTExg3UQdU2v8eOHcOwYcPg6uoKd3d3hISEoKioyAYRO5ba5PfatWuYNm0aPD094erqisDAQOzatctGETuWd999F/7+/vINPIOCgrBv3z75eZ7bGqa6/PLcZhk1fYYr8PxWP7XJryOd31hU2djhw4cxb948HD9+HElJSdDr9RgxYgQKCgrkPgsWLMC///1v7Ny5E4cPH8bVq1cxadIkG0btOGrK79WrV3H16lWsWbMG6enpiI+Px/79+zFz5kwbR+4YavP5rbBu3TpIkmSDKB1XbfJ77NgxjBo1CiNGjMCJEydw8uRJPPfcc1Ao+Ou9JrXJ7/Tp05GZmYk9e/bg+++/x6RJkzB58mScPn3ahpE7hk6dOmHlypVITU3FqVOnMGzYMIwfPx7nzp0DwHNbQ1WXX57bLKOmz3AFnt/qp6b8Otz5TZBduXHjhgAgDh8+LIQQ4u7du0KtVoudO3fKfTIyMgQAcezYMVuF6bAq59eUHTt2CCcnJ6HX6xsxsqbBXH5Pnz4tHnroIZGTkyMAiN27d9smQAdnKr+DBg0SixcvtmFUTYep/Lq6uopNmzYZ9WvdurX48MMPGzu8JqFVq1Ziw4YNPLdZSUV+TeG5zTIq55jnN8t6ML+Odn6z01Kv+aoYmm/dujUAIDU1FXq9Ho8++qjcp0ePHvD29saxY8dsEqMjq5xfc33c3d2hUqkaK6wmw1R+CwsLMWXKFKxfvx6enp62Cq1JqJzfGzdu4Ntvv4WHhweCg4PRvn17hIaG4uuvv7ZlmA7L1Oc3ODgY27dvx+3bt2EwGPDJJ5+guLgYjzzyiI2idExlZWX45JNPUFBQgKCgIJ7bLKxyfk3hua1hTOWY5zfLqZxfhzy/2bqqo9+UlZWJsWPHiiFDhshtW7ZsEU5OTlX6DhgwQPz1r39tzPAcnqn8Vnbz5k3h7e0tFi1a1IiRNQ3m8jt79mwxc+ZMeRv8Jq9eTOX32LFjAoBo3bq1+Oijj8R3330nXnzxReHk5CSysrJsGK3jMff5vXPnjhgxYoQAIFQqlXB3dxdffPGFjaJ0PGfPnhWurq5CqVSKFi1aiP/85z9CCJ7bLMVcfivjua3+qssxz28NZy6/jnh+49cVdmTevHlIT0+37yrcgdWU39zcXIwdOxa9evXCsmXLGje4JsBUfvfs2YPk5GRef2IBpvJrMBgAAHPmzMHTTz8NAAgICMDBgwfx0UcfISYmxiaxOiJzvx+io6Nx9+5dHDhwAG3btkViYiImT56MlJQU9OnTx0bROg4/Pz+kpaXh3r17+PTTT/HUU0/h8OHDtg6ryTCX3169esl9eG5rGHM5vnjxIs9vFmAuvw55frN1VUfl5s2bJzp16iQuXbpk1H7w4EEBQNy5c8eo3dvbW8TGxjZihI7NXH4r5ObmiqCgIDF8+HBRVFTUyNE5PnP5nT9/vpAkSSiVSvkBQCgUChEaGmqbYB2QufxeunRJABCbN282ap88ebKYMmVKY4bo0Mzl9+LFiwKASE9PN2ofPny4mDNnTmOG2GQMHz5czJ49m+c2K6nIbwWe2yyvIsc8v1lHRX4d8fzGa6psTAiB5557Drt370ZycjK6dOli9Hz//v2hVqtx8OBBuS0zMxM//fST2XnT9Jua8guUf4s3YsQIODk5Yc+ePdBqtTaI1DHVlN+oqCicPXsWaWlp8gMA1q5di7i4OBtE7Fhqym/nzp3RsWPHKsuAZ2VlwcfHpzFDdUg15bewsBAAqqw0pVQq5W9RqW4MBgPu37/Pc5uVVOQX4LnNWipyzPObdVTk1yHPbzYt6UjMnTtXtGjRQhw6dEjk5OTIj8LCQrnPM888I7y9vUVycrI4deqUCAoKEkFBQTaM2nHUlN979+6JQYMGiT59+oiLFy8a9SktLbVx9PavNp/fysA557VWm/yuXbtWuLu7i507d4oLFy6IxYsXC61WKy5evGjDyB1DTfktKSkR3bp1E0OHDhXffvutuHjxolizZo2QJMnstSv0m6ioKHH48GFx+fJlcfbsWREVFSUkSRJffvmlEILntoaqLr88t1lGTZ/hynh+q5ua8uto5zcWVTYGwOQjLi5O7lNUVCSeffZZ0apVK+Hi4iImTpwocnJybBe0A6kpv1999ZXZPpcvX7Zp7I6gNp9fU6/hSad2apvfmJgY0alTJ+Hi4iKCgoJESkqKbQJ2MLXJb1ZWlpg0aZLw8PAQLi4uwt/fv8oS62TajBkzhI+Pj3BychLt2rUTw4cPN/pjlOe2hqkuvzy3WUZNn+HKeH6rm9rk15HOb5IQQlhjBIyIiIiIiKg54DVVREREREREDcCiioiIiIiIqAFYVBERERERETUAiyoiIiIiIqIGYFFFRERERETUACyqiIiIiIiIGoBFFRERERERUQOwqCIiIiIiImoAFlVEROSwhBCYPXs2WrduDUmSkJaWZrbvtGnTsGLFisYLrpL9+/ejX79+MBgMNouBiIisg0UVERE5rP379yM+Ph6ff/45cnJy8L//+78m+505cwZ79+7FCy+8YNR+8eJFzJgxA97e3tBoNHjooYcwfPhwbNmyBaWlpXI/SZKQmJhYZb8RERGYMGFCrWIdNWoU1Go1tmzZUuvjIyIix8CiioiIHFZ2djY6dOiA4OBgeHp6QqVSmez39ttv4/HHH4dOp5PbTpw4gcDAQGRkZGD9+vVIT0/HoUOHMGvWLLz77rs4d+6cxeONiIjAW2+9ZfH9EhGRbZk++xAREdm5iIgIJCQkACgfSfLx8cGVK1eq9CsrK8Onn35qNEIkhEBERAT+53/+B0ePHoVC8dt3jN27d8eTTz4JIUSd4rly5Qq6dOlSpT00NBSHDh0CAIwbNw7PPfccsrOz0bVr1zrtn4iI7BeLKiIickhvvvkmunbtig8++AAnT56EUqk02e/s2bO4d+8eHn74YbktLS0NGRkZ2LZtm1FB9SBJkuoUj5eXF3JycuTta9eu4dFHH0VISIjc5u3tjfbt2yMlJYVFFRFRE8KiioiIHFKLFi3g5uYGpVIJT09Ps/1+/PFHKJVKeHh4yG1ZWVkAAD8/P7ntxo0b8PX1lbdXrVqFZ599Vt5+8sknqxRu9+/fx9ixYwHAKI7i4mJMmDABQUFBWLZsmdFrOnbsiB9//LGOR0tERPaMRRURETVpRUVF0Gg0NY48tWnTRl498JFHHkFJSYnR82vXrsWjjz5q1Pa3v/0NZWVlVfY1Y8YM5OXlISkpqcpImLOzMwoLC+txJEREZK9YVBERUZPWtm1bFBYWoqSkBE5OTgDKr5sCgMzMTAQEBAAoH2nq1q0bAJhc8MLT01N+voKbmxvu3r1r1Pb666/jiy++wIkTJ+Dm5lZlP7dv30a7du0afFxERGQ/uPofERE1af369QMAnD9/Xm4LCAhAjx49sGbNGoveN2rXrl149dVXsWPHDpPXTBUXFyM7O1su5IiIqGlgUUVERE1au3btEBgYiK+//lpukyQJcXFxyMzMxJAhQ7Bnzx5cuHAB58+fx3vvvYebN2+aXfjCnPT0dEyfPh1/+9vf0Lt3b1y7dg3Xrl3D7du35T7Hjx+HRqNBUFCQxY6PiIhsj0UVERE1ebNmzapy093BgwcjNTUVfn5+mDdvHnr16oXg4GBs27YNa9euxdy5c+v0HqdOnUJhYSFef/11dOjQQX5MmjRJ7rNt2zZMnToVLi4uFjkuIiKyD5Ko6404iIiIHExRURH8/Pywfft2m40S/fLLL/Dz88OpU6dM3s+KiIgcF0eqiIioyXN2dsamTZvwyy+/2CyGK1eu4J133mFBRUTUBHGkioiIiIiIqAE4UkVERERERNQALKqIiIiIiIgagEUVERERERFRA7CoIiIiIiIiagAWVURERERERA3AooqIiIiIiKgBWFQRERERERE1AIsqIiIiIiKiBmBRRURERERE1AD/B2jkx+C9WcE7AAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 1000x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot diagonal S-parameters\n",
    "fig, ax = plt.subplots(figsize=(10, 5))\n",
    "for ii in range(N_ant):\n",
    "    ax.plot(freqs / 1e9, sparam_dB(ii + 1, ii + 1), label=f\"S{ii + 1}{ii + 1}\")\n",
    "ax.axline(\n",
    "    (f_target / 1e9, 0), (f_target / 1e9, -30), ls=\"--\", color=\"black\", label=\"Target frequency\"\n",
    ")\n",
    "ax.grid()\n",
    "ax.legend()\n",
    "ax.set_xlabel(\"f (GHz)\")\n",
    "ax.set_ylabel(\"dB\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e210669d-6dde-4986-be50-022f1a4bdffe",
   "metadata": {},
   "source": [
    "Below, we visualize the S-matrix (dB) at the target frequency. Good isolation is observed between adjacent elements (off-diagonal matrix values)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "1b2a49c0-76be-4c22-920b-10184c529c70",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 800x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "SdB_f_target = 20 * np.log10(np.abs(smat.data.sel(f=f_target, method=\"nearest\")))\n",
    "\n",
    "# 2D plot S-matrix (dB)\n",
    "qq, pp = np.meshgrid(np.arange(1, 9), np.arange(1, 9))\n",
    "fig, ax = plt.subplots(figsize=(8, 6), tight_layout=True)\n",
    "pcm = ax.pcolormesh(qq, pp, SdB_f_target, shading=\"nearest\", cmap=\"viridis_r\")\n",
    "cbar = fig.colorbar(pcm)\n",
    "ax.set_xlabel(\"Element number\")\n",
    "ax.set_ylabel(\"Element number\")\n",
    "ax.set_title(\"S-matrix (dB) at 29.5 GHz\")\n",
    "ax.set_aspect(1)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2c82fcf2-ae6d-49fe-9c8c-7a3bc32f1ec8",
   "metadata": {},
   "source": [
    "### Generating Different Feed Patterns"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "dde6f10f-2f7e-4185-b8bf-cb534e9d7334",
   "metadata": {},
   "source": [
    "We can specify arbitrary combinations of port feed patterns using the `port_amplitudes` parameter of `get_antenna_metrics_data()`. This allows us to visualize the radiation pattern for different scan angles, as well as generate the total scan pattern. \n",
    "\n",
    "The `port_amplitudes` parameter accepts a dictionary where each key corresponds to the port name, e.g. `LP1`, and the value is a complex number representing the port phase and amplitude. Below, we use a `for` loop to generate a list of feed patterns corresponding to different phase shifts between each antenna element (same amplitude). "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "4d27f30c-f8eb-46e5-ae70-57d46d9592c5",
   "metadata": {},
   "outputs": [],
   "source": [
    "# List of fractional phase shifts\n",
    "target_frac = np.linspace(-1, 1, 33)\n",
    "\n",
    "# Generate list of feed patterns\n",
    "feed_patterns = []\n",
    "for frac in target_frac:\n",
    "    phase_shift = np.pi * frac\n",
    "    feed_dict = {}\n",
    "    for ii in range(N_ant):\n",
    "        port_name = f\"LP{ii + 1}\"\n",
    "        feed_phase = np.exp(1j * phase_shift * ii)\n",
    "        feed_dict[port_name] = feed_phase\n",
    "    feed_patterns += [feed_dict]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b81a4af9-41a6-49c0-8952-2bf7cecc7f75",
   "metadata": {},
   "source": [
    "Using the list of different feed patterns, we can then calculate a list of `AntennaMetricsData` data corresponding to each feed pattern. Note that the calculation can take some time for large datasets. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "eb7826bb-56b7-4573-b5ff-004fb232377a",
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "# Generate a list of antenna metrics corresponding to each feed pattern\n",
    "AM_list = [tcm_data.get_antenna_metrics_data(port_amplitudes=feed) for feed in feed_patterns]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7afaa14b-319e-494e-ab14-3e4347d70b42",
   "metadata": {},
   "source": [
    "### Gain and Total Scan Pattern"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fd35c7de-6010-45db-adf2-99f723404304",
   "metadata": {},
   "source": [
    "We visualize the azimuthal gain pattern in the x-y plane below. The main lobe of the array can be clearly observed to sweep from 45 degrees to 135 degrees as the phase difference between each element is changed. (For legibility reasons, only a subset of the scan patterns are shown and the plotting minimum range is set to -10 dB.)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "2f12247c-37d4-4ee0-9834-624bc8d9a9ca",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAwEAAAMWCAYAAACpzIo2AAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjcsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvTLEjVAAAAAlwSFlzAAAPYQAAD2EBqD+naQABAABJREFUeJzs3XdYk1f7wPFvFoS9pwoIijgRN7hn3bW1VVvbV1vb/jrtsvvttFW73+5dO2xr27d929q69wAcKC5cKKCAIHsTMp7fHyFRFJQdSM7nunIByZPnuRMyzv2cc58jkyRJQhAEQRAEQRAEmyG3dACCIAiCIAiCILQukQQIgiAIgiAIgo0RSYAgCIIgCIIg2BiRBAiCIAiCIAiCjRFJgCAIgiAIgiDYGJEECIIgCIIgCIKNEUmAIAiCIAiCINgYkQQIgiAIgiAIgo0RSYAgCIIgCIIg2BiRBAiCIAiCIAiCjRFJgCAIgiAIgiDYGJEECIIV+Oabb5DJZKSmpjbrft944w0iIiIwGAxX3e6ll15CJpM1+jiffvopQUFBaDSaem3fUo+3ubTF+Ez/o9zc3GbbZ0s8zrb43NXmau8NnU7Ha6+9RufOnXF0dGTkyJGcPHnSAlG2nqZ+BtRHQz8nBEG4OpEECEIrS0lJ4cEHHyQ8PBxHR0ccHR3p0aMHDzzwAIcOHbJ0eGbFxcW8/vrrPPXUU8jlDf+oMDXmLr34+voyevRo1qxZU2Pb+fPnU1VVxWeffdZc4dus2NhYXnrpJQoLCy0ditW62ntDr9dz44038u6773LXXXfx2muvkZSUxLRp09DpdC0aV0JCAhMnTsTV1RUXFxcmTJhAYmLiFdtpNBqeeuopAgMDcXBwYPDgwWzYsKFFY2sO4nNCEJqXSAIEoRX9/fff9OrVi++//55x48bx7rvv8t577zFp0iRWr15N3759SUtLa/B+b7/9dioqKggODm62WL/++mt0Oh233HJLk/bzyiuv8P333/Pdd9/x5JNPkpOTw+TJk/n777/N26jVaubNm8c777yDJEnX3GdLPN7mZMn4YmNjefnll0US0IKu9t5466232LRpE9u2beO5557j0Ucf5b333uPkyZNs3bq1xWLav38/w4YN48yZM7z44ou88MILnDp1ipEjR3LixIka286fP5933nmHuXPn8t5776FQKJg8eTI7d+5ssfiaQ0M/JwRBuAZJEIRWkZycLDk5OUndu3eXMjMzr7hdq9VK7733nnT27FkLRHelPn36SLfddlu9tn3xxRelyz9Oli9fLgHS3r17a1yfn58vqVQq6dZbb61x/b59+yRA2rRpU9MCt3FvvvmmBEgpKSk1rjf9j3JycprtWKb/8eXHamv7bG51vTcKCwslV1dX6dlnn61xfUpKigRIb731VovFNHnyZMnDw0PKzc01X5eZmSk5OztLN954o/m63bt3S4D05ptvmq+rqKiQwsLCpOjo6EYfv7bPgJYgPicEofmIngBBaCVvvPEGZWVlLF++nICAgCtuVyqVLFy4kE6dOgGQlpbG/fffT7du3XBwcMDLy4ubb7651rHSl4+jNo3PTU5OZv78+bi7u+Pm5sYdd9xBeXn5NWNNSUnh0KFDjBs37orbdu7cycCBA1Gr1YSFhTW4a97d3R0HBweUSmWN6/v374+npyd//vnnNfdR27jxpj7m+jzfqampVwxxuvRSV3ym2E6ePMltt92Gm5sbPj4+PP/880iSxLlz57j++utxdXXF39+ft99+u0Zs8+fPJyQk5IqYLx+H/dJLL/HEE08A0LlzZ3Nclz6GwsLCaz4/DXnt1YcpzuPHjzNr1ixcXV3x8vLi4YcfprKy8qr3rW8sDf3/Z2RkcOedd+Ln54e9vT09e/bk66+/vuZjudp744cffqCkpIR77rmnxvUqlQqAkpKSa+6/sXbs2MG4cePw8vIyXxcQEMDIkSP5+++/KS0tBeC///0vCoWiRoxqtZoFCxYQFxfHuXPnrnmshnwG1Pd53rp1KwMGDKixz9rqDBryOSEIwtUpr72JIAjN4e+//6ZLly4MHjy4Xtvv3buX2NhY5syZQ8eOHUlNTeWTTz5h1KhRJCUl4ejoeM19zJo1i86dO7N06VL279/Pl19+ia+vL6+//vpV7xcbGwtAv379alx/+PBhJkyYgI+PDy+99BI6nY4XX3wRPz+/OvdVVFREbm4ukiRx4cIFPvjgA0pLS7ntttuu2LZfv37s2rXrmo/rahr7mOvzfPv4+PD999/XuJ9Wq+XRRx/Fzs7umrHNnj2b7t27s2zZMv755x9effVVPD09+eyzzxgzZgyvv/46P/zwA4sWLWLgwIGMGDGiQY/9xhtv5OTJk/z000+8++67eHt7A+Dj49Og56c5Xnu1mTVrFiEhISxdupT4+Hjef/99CgoK+O677+q8T0Njqc/jy87OZsiQIchkMh588EF8fHxYs2YNCxYsoLi4mEceeaTOeOp6bwD8/vvv9OjRAycnpxoF2KaGtZOT0xX30Wq1FBUV1Xm8S3l6etZZn6PRaHBwcLjiekdHR6qqqjhy5AhDhgzhwIEDhIeH4+rqWmO7QYMGAZCYmGg+EVGbhnwG1Pd5PnDgABMnTiQgIICXX34ZvV7PK6+8UuN1e6nm+JwQBAExHEgQWkNRUZEESDNmzLjitoKCAiknJ8d8KS8vlyRJMv+8VFxcnARI3333XY3rLx9CYeqav/POO2tsd8MNN0heXl7XjPff//63BEglJSU1rp8xY4akVqultLQ083VJSUmSQqGoczjQ5Rd7e3vpm2++qfW499xzj+Tg4HDN+GobMtLUx9yQ5/tS999/v6RQKKTNmzfXGZ8ptnvuuce8jU6nkzp27CjJZDJp2bJl5usLCgokBwcHad68eebr5s2bJwUHB19x7NqGYFxrOFB9np/6Phf1HbpjOvb06dNrXH///fdLgHTw4ME691nfWBry+BYsWCAFBATUGDojSZI0Z84cyc3NrdZjmtT13tDpdJKTk1Otr3nT5ddff71if1u2bLnqfS69XO157t27txQeHi7pdDrzdRqNRgoKCpIA6b///a8kSZLUs2dPacyYMVfc/+jRoxIgffrpp3UeQ5Ia9hlQ3+d52rRpkqOjo5SRkWHe5tSpU5JSqax1iFF9PycEQbg6MRxIEFpBcXExAM7OzlfcNmrUKHx8fMyXjz76CKDGWT2tVkteXh5dunTB3d2d/fv31+u49957b42/hw8fTl5enjmeuuTl5aFUKmvEq9frWbduHTNmzCAoKMh8fffu3bnuuuvq3NdHH33Ehg0b2LBhAytWrGD06NHcdddd/P7771ds6+HhQUVFRb2G79SlsY+5Mc/3d999x8cff8wbb7zB6NGjrxnbXXfdZf5doVAwYMAAJEliwYIF5uvd3d3p1q0bZ86cueb+GqM+z09zvPZq88ADD9T4+6GHHgJg9erVdd6nobFc6/FJksRvv/3GtGnTkCSJ3Nxc8+W6666jqKjoqo+xtvcGwOnTpykrK+PJJ580v95NF1MBcZ8+fa7YX2Rk5BXb13Xx9/evM67777+fkydPsmDBApKSkjhy5Aj/+te/OH/+PAAVFRXmn/b29lfcX61W19iuNg35DKjv86zX69m4cSMzZswgMDDQfP8uXbowadKkWuNojs8JQRDEcCBBaBUuLi4A5nG5l/rss88oKSkhOzu7xhCZiooKli5dyvLly8nIyKgxG0Z9hw9c+kUNxi9PgIKCgiuGA1xLTk4OFRUVdO3a9YrbunXrVmdDbtCgQQwYMMD89y233EJUVBQPPvggU6dOrTGMxvQYmzLfeGMfc0Of78TERO69915uueUWHnvssUbF5ubmhlqtNg/bufT6vLy8eu2zoerz/DTHa682l792wsLCkMvlV601aGgs13p8OTk5FBYW8vnnn/P555/XeswLFy7U9yGZmR7DqFGjrqgXWLZsGX5+foSHh19xPw8Pj1rrCxrq3nvv5dy5c7z55pt8++23AAwYMIAnn3yS1157zZy0ODg41DrPvqk2o7YhRSYN+Qyo7/N84cIFKioq6NKlyxW313YdNM/nhCAIIgkQhFbh5uZGQEAAR44cueI2U43A5Q2hhx56iOXLl/PII48QHR2Nm5sbMpmMOXPmXHPxLhOFQlHr9Zc2pGrj5eWFTqejpKTEnMA0F7lczujRo3nvvfc4deoUPXv2NN9WUFCAo6PjVRsi19LYx9yQ57ugoICZM2cSHh7Ol19+2aTY6hNvXY0dvV5f72M35HjN8dqrj/o04hoay7Uen+k+t912G/Pmzat129rO2JvU9d4oKysDrhz3X1RUxI4dO7jzzjtr3V9VVRX5+fl1Hu9SPj4+dT4+gNdee41FixZx9OhR3Nzc6N27N88++yyAOQEJCAggIyPjivuaegwuPRvfFPV9nhvzGm6OzwlBEEQSIAitZsqUKXz55Zfs2bPHXIR3Nf/973+ZN29ejZliKisrW2X+94iICMA4E4qpQeTj44ODgwOnTp26YvvL5yG/FtOiSZf3jKSkpNC9e/fGhNxk9X2+DQYDc+fOpbCwkI0bNza6SLYhPDw8av2/17amRHOcHW2p196pU6fo3Lmz+e/k5GQMBkOtMx+1VCw+Pj64uLig1+sbdQa+tvcG1N3b9+2331JVVcV9991X6/5iY2PrNZTMdMyrPVdgfK0MGzbM/PfGjRvp2LGjOe6+ffuyZcsWiouLa/SM7d6923x7XRryGVDf51mv16NWq0lOTr7ittquA8t+TgiCNRE1AYLQSp588kkcHR258847yc7OvuL2y89UKxSKK6774IMPGnXmrKGio6MB2LdvX414rrvuOv744w/Onj1rvv7YsWOsW7eu3vvWarWsX78eOzu7K77I9+/fT0xMTBOjb5z6Pt8vv/wy69at46effqrRoG1JYWFhFBUV1VhR+vz58/zvf/+7YlvTmeimNNhb6rVnqne5dJ9AnWO/WyIWhULBzJkz+e2332rtmcvJybnq/Wt7b4DxrLZcLmfLli3m69LT01m8eDH/+te/6uxdaK6agNr8/PPP7N27l0ceecQ8q9BNN92EXq+vMURHo9GwfPlyBg8efNWZgRryGVDf51mhUDBu3Dj++OMPMjMzzbcnJydfsbK4iSU/JwTBmoieAEFoJV27duXHH3/klltuoVu3bsydO5fIyEgkSSIlJYUff/wRuVxOx44dAZg6dSrff/89bm5u9OjRg7i4ODZu3FhjHvCWEhoaSq9evdi4cWONYQwvv/wya9euZfjw4dx///3odDo++OADevbsWaOBeqk1a9Zw/PhxwDgG+Mcff+TUqVM8/fTTNc5EJiQkkJ+fz/XXX9+yD64O9Xm+Dx8+zOLFixkxYgQXLlxgxYoVNfZR27SnzWHOnDk89dRT3HDDDSxcuJDy8nI++eQTwsPDryhi7d+/PwDPPfccc+bMQaVSMW3atAYdr6VeeykpKUyfPp2JEycSFxfHihUruPXWW4mMjGzVWJYtW8aWLVsYPHgwd999Nz169CA/P5/9+/ezcePGqw7Pqeu94evry4wZM3jvvfdwdHTEzc2N//znP3To0MGc7NSmuWoCtm/fziuvvMKECRPw8vIiPj6e5cuXM3HiRB5++GHzdoMHD+bmm2/mmWee4cKFC3Tp0oVvv/2W1NRUvvrqq2sepyGfAfV9nl966SXWr1/P0KFDue+++9Dr9Xz44Yf06tWLxMTEGvu09OeEIFiV1pyKSBAE48rB9913n9SlSxdJrVZLDg4OUkREhHTvvfdKiYmJ5u0KCgqkO+64Q/L29pacnZ2l6667Tjp+/LgUHBxcY/pISap7SsrLV4dtyGqs77zzjuTs7HzFdInbtm2T+vfvL9nZ2UmhoaHSp59+etUVgy+9qNVqqW/fvtInn3wiGQyGGts/9dRTUlBQ0BXX1+ZqU4Q29jHX5/m+1nSOdR2zrtjmzZsnOTk5XRHLyJEjpZ49e9a4bv369VKvXr0kOzs7qVu3btKKFSvqXKV18eLFUocOHSS5XG6OoyHPT31few2dIjQpKUm66aabJBcXF8nDw0N68MEHpYqKiqvGU99YGvr/z87Olh544AGpU6dOkkqlkvz9/aWxY8dKn3/++VUfiyTV/d7Iz8+XbrzxRsnJyUny8/OTHnroIam4uPia+2sOycnJ0oQJEyRvb2/J3t5eioiIkJYuXSppNJortq2oqJAWLVok+fv7S/b29tLAgQOltWvX1vtY9f0MkKT6P8+bNm2SoqKiJDs7OyksLEz68ssvpccff1xSq9U1tmvI54QgCFcnk6RrVMsJgmCTioqKCA0N5Y033qgxhWVL0Gg0hISE8PTTT9c4aylYh5deeomXX36ZnJycK2ZCao9a871hy2bMmMHRo0fNNQjic0IQmpeoCRAEoVZubm48+eSTvPnmm806I0xtli9fjkqlumKOd0Foi1rzvWErLl+f4NSpU6xevZpRo0aZrxOfE4LQvERPgCAIgtCirK0nQGh+AQEBzJ8/n9DQUNLS0vjkk0/QaDQcOHCg1nUJBEFoOlEYLAiCIAiCRU2cOJGffvqJrKws7O3tiY6OZsmSJSIBEIQWJHoCBEEQBEEQBMHGiJoAQRAEQRAEQbAxIgkQBEEQBEEQBBsjkgBBEARBEARBsDEiCRAEQRAEQRAEGyOSAEEQBEEQBEGwMSIJEARBEARBEAQbI5IAQRAEQRAEQbAxIgkQBEEQBEEQBBsjkgBBEARBEARBsDEiCRAEQRAEQRAEGyOSAEEQBEEQBEGwMSIJEARBsAElJSU88sgjBAcH4+DgQExMDHv37jXfLkkSL7zwAgEBATg4ODBu3DhOnTpVYx9xcXH07duXkJAQvvrqq9Z+CIIgCEIzEkmAIAiCDbjrrrvYsGED33//PYcPH2bChAmMGzeOjIwMAN544w3ef/99Pv30U3bv3o2TkxPXXXcdlZWV5n0sWLCA559/nh9//JGlS5dy7tw5Sz0cQRAEoYlkkiRJlg5CEARBaDkVFRW4uLjw559/MmXKFPP1/fv3Z9KkSSxevJjAwEAef/xxFi1aBEBRURF+fn588803zJkzB4Dg4GC2bt2Kr68vo0aN4ttvv6VHjx4WeUyCIAhC04ieAEEQBCun0+nQ6/Wo1eoa1zs4OLBz505SUlLIyspi3Lhx5tvc3NwYPHgwcXFx5uteeOEFunfvjpubG0OGDBEJgCAIQjsmkgBBEAQr5+LiQnR0NIsXLyYzMxO9Xs+KFSuIi4vj/PnzZGVlAeDn51fjfn5+fubbwDgcKC8vj5ycHD744INWfQyCIAhC8xJJgCAIgg34/vvvkSSJDh06YG9vz/vvv88tt9yCXN6wrwEnJyc8PDxaKEpBEAShtYgkQBAEwQaEhYWxbds2SktLOXfuHHv27EGr1RIaGoq/vz8A2dnZNe6TnZ1tvk0QBEGwLiIJEARBsCFOTk4EBARQUFDAunXruP766+ncuTP+/v5s2rTJvF1xcTG7d+8mOjragtEKgiAILUXMDiQIgmAD1q1bhyRJdOvWjeTkZJ544gnUajU7duxApVLx+uuvs2zZMr799ls6d+7M888/z6FDh0hKSrqioFgQBEFo/5SWDkAQBEFoeUVFRTzzzDOkp6fj6enJzJkzee2111CpVAA8+eSTlJWVcc8991BYWMiwYcNYu3atSAAEQRCslOgJEARBEARBEAQbI2oCBEEQBEEQBMHGiCRAEARBEARBEGyMSAIEQRAEQRAEwcaIJEAQBEEQBEEQbIxIAgRBEARBEATBxogkQBAEQRAEQRBsjEgCBEEQBEEQBMHGiCRAEARBEARBEGyMSAIEQRAEQRAEwcaIJEAQBEEQBEEQbIxIAgRBEARBEATBxogkQBAEQRAEQRBsjEgCBEEQBEEQBMHGiCRAEARBEARBEGyM0tIBCIIgCPVTVVVFSUkJJSUllJaWXvF7bdddfrtOp8NgMKDX6zEYDFdcJElCLpcjl8tRKBTm3y+9zsnJCWdnZ1xcXHBxcTH/Xtt1tf3u4OCATCaz9NMpCIJg02SSJEmWDkIQBMFWSZJEfn4+58+fN18yMzNr/buiogIAuVx+1Yb31X6qVKo6G/kGg4G4uDiGDBmCTCarNUnQ6XSUlZVdkXhcLREx/dRqtQAolUr8/f0JCAiocQkMDKzxt6+vL0qlOFclCILQEsSnqyAIQguRJImMjAxOnjxJampqrQ388+fPU1VVhbOzc41GcGBgIIMGDarROPb09GzRM+larZaCggJiYmJQqVTNvn9TT0ZRURFZWVk1nouUlBRiY2PNz1FeXh5yuRxfX99aE4VOnToRHh5O586dWyRWQRAEayeSAEEQhCbKz8/n5MmTV1xOnTpFRUUFwcHBdO7cmcDAQAIDAxk+fPgVZ76dnZ0t/TBanJ2dHV5eXnh5eREaGnrVbauqqsjKyroiccrIyGDfvn2kpaVx+vRpdDodoaGhhIeHX3EJDAxELhelb4IgCLURw4EEQRDqoby8nOTk5Fob+3l5efj5+dXaEA0NDUWtVls6/HrRarWsXr2ayZMnt4uz63q9nnPnztX6P0lNTcXBwYGuXbvW+n/x9PS0dPiCIAgWJZIAQRCEy2RlZZGQkMD+/ftJSEjgwIEDnD17FhcXl1oblF27dsXNzc3SYTdZe0sCrqayspIzZ87U2juTlZWFl5cXvXv3pn///uZLly5dRM+BIAg2QyQBgiDYtPPnz5OQkFDjcv78ecLDw82Nw6ioKLp3746fn59Vz2pjTUnA1RQXF3Py5EkSExPN//NDhw5hb29PVFRUjcSga9euIjEQBMEqiSRAEASbkZmZeUWDPysri27dutVo+EVFReHi4mLpcFudrSQBtdFqtRw9erTGa+PgwYPY2dldkRiEh4eLxEAQhHZPJAGCIFgljUbD3r172bp1K/Hx8SQkJHDhwgUiIiJqNOj69u1rE0W59WHLSUBttFotx44dq5EYJCYmolQq6du3L4MGDWLkyJEMHz4cDw8PS4crCILQICIJEATBKlRVVbFnzx62bt3K1q1biY2NxcXFhVGjRjF06FBzg9/JycnSobZZIgm4Np1OZ04M4uPj2bZtGydPnqRv376MGjWKUaNGMXz4cNzd3S0dqiAIwlWJJEAQhHapqqrKfKZ/69at7Nq1y9zoN10iIiKsegx/cxNJQONkZWWxbds282tRJAWCILQHIgkQBKFdEI3+lieSgOZx/vz5GknBqVOnzEnB6NGjGTZsmEgKBEGwOJEECILQJkmSxJEjR/j777/ZvHkzu3btwtnZuUajv3v37qLR34xEEtAyaksKoqKiGDVqFJMnT2b48OHi+RYEodWJJEAQhDajqqqK7du3s2rVKv766y8uXLjA+PHjmTBhgmj0twKRBLSOzMxMtm3bxqZNm/jnn3+oqKhg0qRJTJ8+nUmTJoleAkEQWoVIAgRBsKj8/HzWrFnDqlWrWLNmDc7OzkybNo1p06YxZswYHBwcLB2izRBJQOszGAwkJCTw119/sWrVKo4ePcrw4cOZPn0606ZNIywszNIhCoJgpUQSIAhCqzt16pT5bP+uXbvo1asX06dPZ/r06fTr10+c7bcQkQRYXlpaGqtWrWLVqlVs2bKFrl27mhOCwYMHo1AoLB2iIAhWQiQBgiC0OL1eT1xcnLnhf+bMGcaMGcO0adOYOnUqQUFBlg5RQCQBbU1xcTHr1q1j1apV/PPPPygUCqZOncq0adMYP368WN9CEIQmEUmAIAgtQqfTsXnzZn766Sf+/vtvJEkyN2AmTJhgkyvytnUiCWi7dDodsbGx5kQ6LS2NsWPHMmvWLG688UbxfhIEocFEEiAIQrORJIn9+/ezYsUKVq5ciUwmY86cOcycOZMhQ4aIoQxtnEgC2o8TJ07w559/8tNPP3HixAmmT5/ObbfdxnXXXSf+d4Ig1ItIAgRBaLIzZ87w448/smLFCjIzM7nxxhu57bbbGD16tGj4tyMiCWifjhw5wg8//MCPP/5IWVkZs2fPZu7cuURHR4v6GkEQ6iSSAEEQGiU3N5dff/2VFStWsHfvXiZOnMjcuXOZNm0ajo6Olg5PaASRBLRvBoOBnTt38sMPP/DLL7/g6enJrbfeyty5c4mIiLB0eIIgtDEiCRAEod4qKir466+/+OGHH1i7di0DBw5k7ty5zJo1C29vb0uHJzSRSAKsh0ajYfXq1fzwww/8/fff9O7dm7lz5zJnzhz8/f0tHZ4gCG2ASAIEQbgqvV7Pli1b+OGHH/jtt98IDAzktttu49ZbbyU0NNTS4QnNSCQB1qmwsJDffvuNFStWsHPnTsaMGcNtt93GDTfcIGYYEgQbJpIAQRBqlZ6ezpdffsmXX36JTqfjlltuYe7cufTv31+MM7ZSIgmwfufOneOnn35ixYoVnD59mjlz5nDvvfcyYMAA8b4WBBsjt3QAgiC0HXq9ntWrV3P99dcTGhpKQkICn376Kenp6bz77ruioSAI7VynTp148sknOXToELt27cLe3p4xY8bQv39/Pv/8c0pKSiwdoiAIrUQkAYIgkJWVxWuvvUZYWBh33XUXkZGRJCcns2rVKqZOnYpSqbR0iIIgNLO+ffvy8ccfk5mZyb333sunn35KYGAg9913HwcPHrR0eIIgtDCRBAiCjZIkie3btzNr1iyCg4PZvn077777LmlpabzyyitiFV9BsBEuLi7cc889JCQksHnzZrRaLTExMURHR7NixQo0Go2lQxQEoQWIJEAQbEx5eTlffPEFffv2ZcaMGQQHB5OUlMS6deu44YYbxFhwQbBRMpmMgQMH8uWXX5KRkcEtt9zC4sWLCQoK4vnnnycjI8PSIQqC0IxEEiAINuLMmTMsWrSIDh068OGHH/LQQw+Rnp7Om2++SVhYmKXDEwShDXF3d2fhwoUcO3aM7777jsTEREJDQ5k1axY7duxAzCkiCO2fSAIEwYpJksSWLVuYNm0a3bt35+zZs/z1118kJiZy1113iUW9BEG4KrlcznXXXceqVatISkoiKCiI6dOn07dvX77++muqqqosHaIgCI0kkgBBsEIGg4E///yT6OhoZs6cSWRkJGfOnOGXX35h+PDhYoYfQRAaLCwsjLfeeov09HQeeOAB3nzzTUJDQ3n33XcpKyuzdHiCIDSQSAIEwYpotVq+//57+vTpw3333cfNN99MWloar776Kh06dLB0eIIgWAEnJyfuuecejh49yvvvv8+PP/5IcHAwr7zyCvn5+ZYOTxCEehJJgCBYgYqKCj766CO6du3Kyy+/zMKFC0lJSeHxxx/HxcXF0uEJ7YQkgc4geomE+pHL5dx4443s2bOHn376ia1btxIcHMyiRYvIzMy0dHiCIFyDWDFYENqxoqIiPv74Y/7zn//g7+/PM888w0033STm9RcaxGCAlXvgmd8kMgskpvWFu0bImdATlApLRye0J7t372bp0qWsXbuWf/3rXzz55JN06dLF0mEJglALkQQIQjt04cIF/vOf//DRRx/Rp08fnnnmGSZNmiTG+gsNtusUPPYz7Em58rZAd5gXA3cMg65+rR6a0I4dPXqU119/nV9++YUbbriBp59+msjISEuHJQjCJUQSIAjtSGpqKm+99RZff/01o0eP5plnnmHYsGGWDktoh1Jy4Kn/wq/7jH8728MT1+lxLNjJWdUwftyjIK/04vbDu8Kdw+CmAeCstkzMQvsjPrMEoe0SSYAgtAPHjx9nyZIl4qya0GRF5bDkH/jPRqjSgUwGC4bB4hvAy1HL6tWrmTx5MgZUrDoIy3fC2iNgqP6mcLaH2YOMCUF0mPH+tsQgGUgtzeJoQSpHCs6QXVHAtKAYxgb2t3RobVp2djbvvfeeuffy2WefZeLEiaL3UhAsSCQBgtCGnTt3jhdffJGffvqJ22+/XYyvFRpNp4cvtsMLf0Bu9Rn+sd3h7dkQ2cn4t1Z7MQm4dOXojAL4Lha+3gnJFy7uc2Z/+PU+600EDJKBs6UXOFqYwpH8FI4UnOFoYSplusorth0dEMVzkbfTydnXApG2H0VFRXzyySe8/fbbRERE8PrrrxMTE2PpsATBJokkQBDaoLy8PJYuXcrHH3/MjBkzWLx4sVjVV2i0tYfh8V8gqXrClogAeOtmmNynZgO+riTARJJg5yljMvDjbmNPwmf/gntGttIDaWGSJLEtK5E9Occ5UpBCUmEqJdryK7azl6vo7h5MT4/OyGUyVp7ehFbSYy9XcU/EdO7uNgV7hZ0FHkH7UVJSwttvv83bb7/NmDFjWLJkCT179rR0WIJgU0QSIAhtSFlZGe+99x5vvPEGQ4YMYenSpURFRVk6LKEd+3gzPPCD8XcvZ3j5erhnBKhqmUDqWknApd5dbywodraHw69AiHcLBN+KdAY9L+7/mv+mbqtxvZ1cRXf3IHp6dKaXR2d6unemi2sHlPKL0yadLs7klQPfEJ+TBECwsx//7vsvRviLIXvXcuHCBV599VW++OILZs+ezcsvv0xwcLClwxIEmyCSAEFoA7RaLV9++SWvvPIKQUFBLFu2jNGjR1s6LKGdu1AM4c9CUQXcOwqWzgR3x7q3b0gSYDDAqDdgxykY1Q02LQJ5O115plxXySPxH7At6yByZMzsPJJIzy709uhMmGsHVPJrT7krSRKr0+NZevAHcioLAZjQYSDPRt5GgKNXCz+C9u/MmTO88MIL/Pbbb9x33308++yzeHu388xSENo4kQQIggUZDAZ+/fVX/v3vf6NQKFiyZAk33HCDKJYTmsU93xrrAPoFw55/g+IajfSGJAEApy9AnxehvArevxUeGttMgbeivMoi/m/X2xwuOINaYce7gx9kTGC/Ru+vVFvOB0m/833yevSSAQeFPfd3n8H88EnY1SOZsHUHDx7kmWeeYdeuXTzxxBM88sgjODs7WzosQbBKIgkQBAvZsGEDTz/9NNnZ2bz00kvMnz9fLPLVAvRJyeg2xSPpdBenuJEkkADJUP1TMl8nc3NGNWsich9PS4bdZAfSoP9i48Pa8TQM63rt+zQ0CQD4aDM8+AM42MHBl9rXegJppVncteMNzpZdwN3Omc+GLqKvV/MU3p8oOsfL+5eTkHcSgK6uHflmxDN4q92aZf/Wbtu2bTz99NOkpKTw/PPPc/fdd2NnJ+osBKE5iSRAEFrZvn37ePrpp9m/fz/PPPMMDz74IA4ODpYOyyrpE49RufhT0Okadkc3Z9RP3Y2iZ/uciUmSYOTrxqE6twyGH++p3/0akwQYDDD+bdh8HIZ2gW1PXbvHoS04lH+a/9v1NvmaYjo6+fDlsCfp7BLQrMeQJIk/z+7k9UM/ka8p5tawcbwYNb9Zj2HNJEnizz//5Nlnn0Wj0fDqq68ye/Zs5O113JkgtDEiCRCEVpKcnMyzzz7LP//8w8KFC3nyySfx8PCwdFhWS3/0FJUvfQRVWhT9eqCI7AYyOcgwTokjkxl/RwZymfGnDHRrd2JISQeFHLt7ZqGaONyyD6QRftkLsz81np0/8Rp0qmenRmOSAIC0XOj9IpRUwluz4PHrGhl4K9l6/gCPxH9IhV5DT4/OfD50UYueod+Tc4zbt72GSqZg/aS3CXQUY90bQqfT8d133/Hiiy/i4+PD66+/zvjx4y0dliC0e2LsgSC0sPLycpYuXcrbb7/N3LlzOXnyJB06dLB0WFZNfyKFylc+MSYA/Xti/8w9yGqbDqcWylGD0Ly/Av2u/VR9shJDagZ2C26q9/0trVwDT/xi/P3pSfVPAJoi2BvemQ13fwvP/Q6Te0P3wJY/bmP8mrKVF/d/jV4yMMyvN+9HP4yTsmWXQB7k050hPj2Iz0nik2N/srj/ghY9nrVRKpXceeed3HLLLXz00UfcfPPNjB07lnfffZegoCBLhycI7ZboUxOEFiJJEn/88Qc9evRgw4YN7Nixgy+++EIkAC1Mf+YclS9/BJUa5H3CsX/qrgY14GVqe+yfuBPV7dNBJkO3ZgeVL36AVFTSglE3n7fWwdl8CPKERa14Rn7BcJjYCzQ6mPe1cXGytkSSJD5M+p1/J3yJXjJwQ/BwPh36eIsnACYP9ZwJwO+p2zlXeuEaWwu1cXBwYNGiRZw4cQJXV1e6d+/OkiVL0Gg0lg5NENolkQQIQgs4deoUkydP5u677+b5558nNjaW/v37Wzosq2c4e57KFz+EsgrkEaGon/0/ZPYNLyaUyWTY3XQd9s/9HzioMRxNpuLx19GfOdcCUTefs3mwbI3x9zdngaN96x1bJoMv5oGbA+xNgTfWtt6xr0Vn0PP8/q/4IOl3AO6LuJ6lA+6p19SfzWWAdzeG+fVGJ+n5+PgfrXZca+Tn58fy5cvZsGEDv/76K71792bt2jb0ghOEdkIkAYLQjMrLy/n3v/9NZGQknTt35sSJEyxYsEAUsrUCw/kLVL7wARSXIg8LQv3C/cgcmnaWVzmwNw5vPoEs0Bcpp4DKp95GtzOhmSJufk/9FyqqYEQ43Dyg9Y/f0dM4VSjAS3/C4fTWj+Fy5bpKHoz7D7+mbEWOjJei7uCRXjdbZBrehT2MvQF/pu0ktSSr1Y9vbWJiYti7dy8LFy5kzpw53HjjjaSlpVk6LEFoN0TLRBCagSRJ/O9//6N79+5s3LiRHTt28PHHH+Pp2b6nmWwvDBfyqHz+faSCImTBgahfegCZU/PMuCTv5I/Dm0+giOoOVVo0b35N1YpVSAZDs+y/uew4CSv3GM/Iv3eL8acl3B4N0/uCVg/zvgJtAydmak75mmLmbVvKlvMHsJer+CDmEW4Js9xiBpFeXRjl3xe9ZOCjY/+zWBzWRKlU8uCDD3Ly5Enc3Nzo0aMHr732mhgiJAj1IGYHEoQmOnXqFA899BAJCQm8/vrrzJ8/X5z5b0WGvEIqn30XKSsXWaAvDksfRebu2uzHkfQGtN//ifZ/GwFQDOyN/WPzkDm27vSuBoMBjUZDZWUlOp0OnU6HpkrH1M99OZplz6w+BTw/NsN8W20XSZJqXADzT4PBgFwuN58pl8lk5t/lcjkKhQKlUlnrxXRbQaU9Ez/vSGGFgkVjy3hmogY7OzvUanWrrYVxoaKA27a9SlppNu52znw69HGivOqxWEILO1KQwsxNzyNHxt8TlhHmKmqEmlNsbCwPPPAApaWlfPDBB0ycONHSIQlCmyWSAEFopLKyMpYsWcK7777LnXfeyeLFi8WUn61MKi2n4qm3kdKzkPl5oV7yKHLvlv0f6LbuQfPhD6DVIevoj/q5/0Me6Nvk/er1enPj/tLL5ddVVVUBYGdnh0qlQqlUsvZMB17f1RVnOx1/3n4MHxfqbKCbfgeuaOjrdDq2bdvGyJEjUSgUtSYIer3+qgmG6fa1J915aWs3FDID742Lp5NjLpIkoVQqUavV5ou9vX2tfyuVyiYN2Xkk/gPWpO+mg6MPXw5/glCXtjNd0f2x77IpM4EpnYbwzuAHLR2O1dHr9Xz22Wc899xzjBo1infffZeQkBBLhyUIbU77mPNOENoQ09CfRx99lA4dOrBr1y6ioqIsHZZN0q7ebkwAvNxRL17Y4gkAGKcQlXXwQ7P0c6T0LCoWvYH9EwtQRnW/6v0kSaKyspKysjJKS0spLS2lrKyMsrIyKisr0Wq1AFc0ih0cHPDw8Khxvb29vbm3qagcZv9pPMYrNygZE9O70Y/NFIOTk1OD1gmozaBBcLgEfkuQs7s0hvtnS1RVVdWa2OTn59e43mAwoFAozI/f2dkZZ2dnnJyccHZ2xtHR8aq9bbHZR1iTvhs5Mj6KeaRNJQAAC3vcyKbMBFaf2829EdcT7tbJ0iFZFYVCwf33389NN93EM888Q8+ePXnmmWdYtGgRanXrzAYlCO2B6AkQhAY4e/Ys//d//2ce+jNv3jwx9MeCKh5eYpzH/6HbUI2LbtVjGwqK0Cz9AsOJFFAqcXj/WeQd/NBqteZGvqmhb/pdr9df0ah1cnKq0bhv6NnvRT/D2+uhmz8cehnsmnBqp7GLhdVl63EY/SZ4O0PWu/VbSViSJLRarTlBqKiouCJpkiQJR0dH8/N4aYIgVymYvvFZUkuzuL3LBP7d919NfhwtYWHc+6zL2MN1HQbxfvRCS4dj1eLi4njggQcoKSnhiy++YNSoUZYOSRDaBNETIAj1IEkSX375JYsWLeLmm2/mxx9/FEN/LMyQnoUhNQOUCpRDIlv9+JKrM5on5iO9+TV2J9LIfv0zEicOoEqrxd7e3twodXV1JTAw0NxQNQ3FaQ4nsuC9Tcbf353TtASgJQztYpwyNLcU9pyB6C7Xvo9MJsPOzg47OztcXa+s7ZAkifLy8hrJVWZmJmVlZZSXl7NFOk6qLgs3uSPTHPqRk5ODu7t7syQ1zenBHjewPmMv6zL2cKwwje7uwZYOyWpFR0ezd+9ePvroI6ZOncr8+fNZtmwZzs7Olg5NECyqjX1lCELbc/bsWe6++26SkpL4+eefRaFZG6HbuR8ARWQEMmfHFj2WXq+nuLiYoqIiCgsLKSwspLi4GKVSic/ISCJOp+Oalk2MwhnH8dGt1uBc9ItxUa7JvWFS40cBtRiV0riA2M974e9D9UsCrkUmk5l7UHx9a9ZinC3O4vmNfwBwZ+B4KgvLOJB2gIqKCpycnHB3d8fNzc38086u4WtINJdwt05M7jSYf87F80HS73wc86jFYrEFCoWChQsXMmXKFO644w769OnD8uXLGTlypKVDEwSLEUmAINRBkiS++uorHn/8cW666SZ++eUX3NzcLB2WUE23qzoJGNavWfdravCbGvtFRUXmBr+p8di1a1fc3d1xdHREJpNRVaJH+9M/qH5ai3L4QGiFJCC7CP4+aPz9nTktfrhGmxpZnQQchNdubNljLTvyExqDlkHeEfzf4JvMQ6s0Go05gSsoKCAlJYWKigocHR1xd3evkRy0ZmLwQPcbWXNuN5syEzhRdI5uojagxYWFhbF161Y+/PBDc0KwbNkynJycLB2aILQ6kQQIQi3OnTvH3XffzZEjR1i5ciWTJk2ydEjCJQxnM5HOnjcOBRrUp0n70mq15OXlkZeXR25uLkVFReYGv7u7O+Hh4bi5uZkb/LVR3Tge3dY9SOdzqPppNfYLZjYppvrYesL4M7KTsR6grZrYC+QyOJRuXNE4yKtljrP1/AE2ZSaglCl4IWp+jf+Vvb09vr6+NXoOLk8MUlNTKS8vx8nJCS8vL7y9vfH29sbBoeWmgA1zDSTGrxc7sw+TmHdKJAGtRC6Xs3DhQiZPnmzuFfj6669Fr4Bgc0QSIAiXkCSJr7/+mscee4yZM2eycuVK3N3dLR2WcBndrgMAKKK6N3go0OWN/sLCQpycnPD29iYsLAxPT08cHBwaVKArs1Nh93+z0bz0Ibq/t6IcMxhF544Niquhthw3/hwT0aKHaTJvF4gOg13JsPow3Duq+Y9Rqa9iceJ3APyr63V0dbv2c19bYlBVVUVBQQG5ubmkpKRw4MABHB0dWzQpCHPpwM7sw2IFYQvo0qUL27Zt4/3332fy5MksWLCApUuXil4BwWaIJEAQqqWnp3P33Xdz6NAhfvrpJyZPnmzpkIRaSJJ0sR5g6LWHAmm1WvLz88nNzTWf6Xd0dDQ3+r28vJqlYaeM6o5uaBT6XQeo+vRn1EsfRdaCM0dtrk4CRrfxJACMQ4J2JRuHBLVEEvD58VWkl+Xg5+DBgz0aP+bIzs4OPz8//Pz8gJqvnTNnzrRIUhDiYuzGSSk936T9CI0jl8t55JFHzEODIiMj+frrrxkxYoSlQxOEFieSAMHmSZLE8uXLeeyxx5gxYwZHjhwRM/+0YdLZ80jpWaBU1joUyGAwkJubS05OTos2+mtjt+AmKhKSMBw/g25zPKpxMS1ynIwCOJVtHGYzIrxFDtGspvaBZ36DTcegXAOO9s2377TSLL448TcAz0TehpOy+eaBV6lU9U4KfHx88PX1bXBNQWdnYxKQWip6Aiypa9eu5l6BSZMmcdddd7FkyRLRKyBYNZEECDYtPT2de+65h8TERH744QemTJli6ZCEazD3AvTrjszJ2JivqqoiOzubrKwsLly4gFKpxNfXl9DQ0BYf130puZc7drdOoerr36n65g+Ug/ogc23+aQhNQ4H6h4Bby06M1Cx6doBgL0jLM/ZgTG2mGV0lSeLVxO+pMmgZ6tuLiR0GNc+O63C1pCA5OZn9+/fj5eWFn58f/v7+9ZqCMri6JyC99AI6gx6lvPmmkBUaRqFQ8Oijj9boFVi+fDnDhw+3dGiC0CJEEiDYJEmS+O6773j44Ye5/vrrOXr0qDj73w5IkmSeFUg3oCfJyclkZWWRn5+Pq6sr/v7+dO3aFTc3twYvutVclFNGod0Uj5SWSdWKv7C//9ZmP8bmY8afo7s1+65bhExmbPh/tNk4JKi5koCNmfvYnnUQlVzJ81HzWv1/fnlSUF5ebk5Gjx07hqOjI/7+/vj7++Pp6VlrfP4OntjLVWgMWjLLcwly9mvVxyBcKTw8nO3bt/Pee+8xceJE7rnnHpYsWdJqJxMEobWIJECwOSUlJdx7771s3LiRFStWMHXqVEuHJNSDwWCg8NAx7DOyMSjk7CjNxSNHSYcOHejfv3+b+YKWKRXY3zubymfeRbc+FuXYaBTdOjfrMbZUzwzUHuoBTKb2qU4CDoEkGRODpijXVfJa4goAFoRPobNLQDNE2TSOjo507tyZzp07o9VqycnJISsriz179gCYewh8fX1RKo1fv3KZnGAXf04WnSOlJEskAW2EQqHgscceY8qUKcybN48hQ4bw888/ExHRjt50gnANLVe1Jght0P79++nXrx/Z2dkcPHhQJABtnE6nIzMzk4SEBNatW0f2n+sB0PfqwoTrpxEdHU3nzp3bTAJgoujRBeWYISBJVH36M5Je32z7TsmB1FxQKmBY12bbbYsbFQGOdsZ6hoPnmr6/T479yfmKPDo4enNvxPSm77CZqVQqAgMD6devHxMnTmTQoEHY29tz7Ngx1qxZQ1xcnHm9got1AaI4uK3p1q0bO3bsYOLEiQwcOJDvvvvO0iEJQrMRSYBgEyRJ4sMPP2T48OHMnz+fdevW4e/fhidXt2EGg4Hs7GwSEhJYu3Ytx44dQ61WM3jQIIKzigBwHjfUfCa1rbKbPwOcHTGcOYduzY5m26+pHmBQZ3BuvhrYFqdWwfgext9Ni5w11uniTJafXA3Ac31vx0HZjJXGLUAmk+Hl5UXPnj0ZO3Yso0ePxsfHh4yMDDZs2ICyUAfAmaJMC0cq1EalUvH666/zyy+/8PjjjzN//nxKS0stHZYgNJlIAgSrV1BQwMyZM1m2bBlr167lueeeQ6EQxXdtiSRJFBQUcPjwYdavX09iYiJqtZrhw4czZswYevbsiVtROVJmDtipUAzoZemQr0nm5oLd7cYz1FU/rMKQX9Qs+zUlAe2lHuBSplqAvw81fh+SJPHKgW/QSnpG+fdlTEDzrhjdGpydnenSpQvDhg1j/PjxdPUMAmB/2lH27t3L+fPnMRgMFo5SuNykSZNITEwkJSWFgQMHcuhQE17IgtAGiCRAsGrx8fFERUVRVVVFYmKimOWhjSkrK+PEiRNs2rSJ2NhYdDod/fv3Z8KECcaG/yUFvvrqgmBF/57IHNvHKXDl+KHIuwZDeSVVy39v8v4k6WI9wJjuTd5dq5vc2/hzTwpkNzInWp0eT3xOEvZyFf/u+y+LFYA3FwcHBwaFGbOjEnstTk5OHD58mLVr13Lw4EHy8vKQJMnCUQomHTp0YNOmTcyaNYuYmBg+//xz8f8R2i2RBAhWyWAw8OabbzJ27FgWLlzIqlWr8Pb2tnRYAqDRaDhz5gzbt29n06ZNFBYW0r17dyZOnEhUVBQ+Pj5XNOwuXSBMWY8FwtoKmUKO3b1zQC5Dv30f+kMnmrS/U9nGMfV2SuMqvO1NoAf0DzYmM2sON/z+pdpylh78AYB7IqbTydn3GvdoHzpXTxOaVVlAaLcujB8/nsGDBwOwe/duNm7cSFJSEiUlJZYMU6imVCp5+eWX+euvv3jxxReZM2cORUXN09MnCK2pbQ+qFYRGyMnJYd68eRw7dowtW7YwaFDLzh0uXJterycrK4tz585x4cIFPDw8CAoKYsiQIfVbXKm0HCkrFzD2BLQnii5BKCeNQPfPNjSf/ozDe88iUzXuo9c0FCgmDBwatiZVmzGlDySkGYcEzR/WsPt+kPQ7OZWFBDn5cnc361nTw8POBVeVI8Xacs6WZhPu1gkvLy+8vLzo3bs32dnZpKens3XrVlxcXOjYsSOdOnXC3r5layEkSeLYHj1JcTokQKEEhQIUShlyhfFvuRIUChkKhel3cPOR032QArm8fffSXMuYMWM4ePAgt99+O/369ePnn39mwIABlg5LEOpNJAGCVdm2bRu33norMTExHDhwAHd3d0uHZNNKS0tJS0vj7NmzqFQqgoKC6NOnD46ODVvhSiotM/6itm83Q4EuZXfrVPS79iNlZKP9cxN2N13XqP2Y6wHa8SyFUyPhlVWw7ghU6Yy9GvVxougc3ycbZ4d6Pmoe9op2mgXVQiaTEeIcwKGC06SWZhHu1sl8m1wuJyAggICAALRaLZmZmaSnp3Ps2DECAgIICQnBy8urWYdFmRr/a77RkJbUuNqEiEEKbntGjaundQ848PX1Zc2aNbzxxhuMHDmSJUuWsHDhwnY/TE2wDSIJEKyCXq9nyZIlLFu2jLfeeot7771XfAhbiMFgICsri9TUVPLy8vD392fAgAF4e3s3+n8ilZQDIHNpB8vj1kLm7IjdHTeiefdbtD+vQTl8AHI/rwbt49J6gPacBPQPBj9XyC6G7SdhXI9r30eSJF7evxy9ZGBCh4GM8G+m1cbakBAXf2MSUJJV5zYqlYrg4GCCg4MpKSkhLS2NPXv2YG9vT0hICJ06dapfz1odamv8q+xh0HUqnN1l6HVg0EvodVT/DnqdhF5/8W+dVuJkgp7je/S8fmc5tz2rpvsg625qyOVynn76aUaMGMGcOXPYvHkzy5cvx9PT09KhCcJVWfc7U7AJWVlZzJ07l/T0dHbt2kXfvn0tHVKbJ0kSObkFnDyVRmFRCX6+XnTs4IevrycKeePO3FVUVJCWlkZqaioKhYLg4GD69euHWt30M/emngCZc/tMAgAUIwci3xCL4cgpqr78FfVz9zbo/kmZcKHYOAxocGgLBdkK5HLjkKCvdxqnCq1PEvBH2g4S8k7ioLDn2cjbWj5ICwg2rxVQdxJwKRcXF3r16kX37t3JzMwkNTWVY8eOERgYSGhoaIN6QSVJ4tju6sb/sYuN/+EzVIyZY9fgs/nnU/R883Il51MMfPJEBWPmqJh6lz1KlXWfmImJiSExMZE77riDvn37snLlSmJiYiwdliDUSSQBQru2b98+ZsyYwYgRI/jjjz9wcXGxdEhtWll5BaeSz3LiZCoFhcXm69Mzskk4kIRKpSQwwIeOgX507OCHu7vLVc/eS5JEfn4+Z86cISsrCx8fH6KiovD19W3enpjSCuNPZ6fm22crk8lk2P/fbCoeWYJ+z2F0ew6jHNS73vc3DQUa1qX+Q2jaqqmR1UnAIXh3ztVXD64y6Hj7yM8A3N99BgGODetBaS9MxcGpJQ1bMEyhUNCpUyc6depEcXExKSkp7Ny5E1dXV0JDQwkMDEReR2Lf3I1/k4DOCh7/zJE/Ptaw8w8tm1dqOXVAz7wXHPDtaN3Dgzw9Pfnjjz947733GD9+PO+//z4LFiywdFiCUKt2/lUi2LKVK1dy11138dJLL/H444+L4T910On0pJ7N5MTJVNIzsjDNZqdQyOkc3AE/Py+ysnLJyLxApaaKtLPnSTtrbIg4OTrQoYMvHTv40THQD8fq8fg6nY6MjAxSUlIoLy8nKCiIMWPG4OTUMo10qaT99wQAyIMCUF0/Fu3vG6j64lcUkd2Q2ddv+MZmK6gHMBnX3ZjInL4AJ7Oh21XW7duRdZCcyiJ81G7MD5/UekG2spAG9gTUxtXVlcjISHr06MHZs2c5fvw4R44cISQkhODgYPPK2i3V+L+Unb2MWY+qiRig4MfXKzl3wsCbd5Vx86NqBl2navL+2zKZTMYjjzxCZGQkN998M4cOHeLtt99u8wscCrZHvCKFdsdgMPD888/z0Ucf8csvvzB58mRLh9TmSJLEhZx8TpxMJfnMOaqqtObb/Hy96BYeQljnjthXN0B79+yKJEnk5hWSnpFNekY2Wdm5lJVXcPJUGidPpQHg4e6Ck6MdVZoy3N2cCA0NpWPHji3+5SaVmmoC2m9PgIlq9iR02/chXchDu2pLvYqEDQbYWp0EtMf1AS7n4gCjusH6o8YhQVdLAv5M2wnAtE5DsZNb71eWaThQnqaYEm05LqrGJ7wqlYqwsDBCQ0PJycnhzJkznDp1ioCAQCjuyrZfFDUb/zeoGDO7eRr/l+szXEWnbgq+e7WS0wf1rFhSyfG9OmY9pkbtaN0nbkaPHs2ePXu4/vrrmTRpEj///LOoExDaFOv9RBWsUnFxMbfddhvHjx8nPj6eiAgrOC3aAuL3HOLg4ZPmv52cHAjvEky38BDc3WofMiWTyfDx9sDH24OoyAh0Oj3ns3JJz8jmXPp58guKKSgsoaDQuL2zqzeBgR1a5eyWtfQEAMjU9qhunULV+yvQbYxDNXPCNXuxDp6DgnJwURsLa63B1MiLScDjdeRBhVWlbD5/AIDrgxs4n2g746xywEftTk5lIaklWfT2bHrhh0wmw9fXFx8fH/ZvK2X1+5XkpMkAA0o7iRE32rVY4/9SHr5yHnrXgfUrqljzTRX7NujISC5n0eeOqOysOxEIDQ0lNjaW22+/nUGDBvHXX3/Ro0c9CmEEoRVY9+A8waqcPn2amJgYKisr2b17t0gA6nA+K8ecAHQNC2LqpBHMnT2FwQN715kA1EapVODu5ojaTo+DXRV9enYienBvuoWHIJfJOJOSzu9/biK/oBUWySkz9gRgBUkAgDImCuztkM7nYDiRcs3tTfUAw7uCUtHCwbWSKX2MP3ecguKK2rdZc243WoOOCLcgItyDWi84C+ncDEOCLqfXSfywrJJvX4ScNDUqe+gzrpihd8Xh0yeBSl1uq6x4K1fImDjPnoffd8DJTcb5FAOHduha/LhtgYuLC7///ju33HIL0dHR/P3335YOSRAAkQQI7cTmzZsZNGgQEyZMYPXq1Xh4eFg6pDZJr9ezbUcCABHdOjN29GA6dvBr8KI9hYWF7Nmzh61btwIwatQoYqKHENk7gtEjBjJ96iicHB0oLCrh9z83mYcLtZSLU4S2/+FAADIHNcrovgDotu655vamqUGtYSiQSagPeDuD3gCpubVvYxoKNMPKewFMgquLg9OaKQnQaSW+faWSPWt1yBUwZraKF1c6cdfzHZh2w2i8vb1JSEhg27ZtZGZmtkoyENpbyfAbjDUBu/7SXmNr6yGXy1m8eDGff/45c+bM4fXXX2+V51sQrkYkAUKbJkkSH330EdOmTeOtt97inXfeEcVVV7E/8TiFRSU4ONgTPahPg+4rSRI5OTnExsayc+dOHBwcGDduHFFRUVfMuuTv581NN4ynQ6AvOp2ezdv2sH1nAjqdvjkfzsXYrGCK0MspRxtXstbtSEDS1t0Y0ulhmxWsD1CbDtW5fGbhlbellWZxIP8UcmRM6RTdqnFZiqq65sHQDI1DrUbiq+crSNymQ6GCO19WM+P+i4t32dnZ0a1bN8aPH0+nTp04cuQImzZtIi0tDYOhcQuE1Vf0FBUyOSQn6slOa5nPjLZq9uzZbN++nQ8//JDbbruNioo6usEEoRWIJEBos6qqqrj33ntZvHgxGzZs4I477rB0SG1afkERBw4eA2BYdJS56PdaJEni/Pnz7Nixg7179+Lh4cH48ePp3bu3eTaR2jg42DNl4gj6RxlPTycdP8Off2+huHr8fnMy9wS04ylCLyfv3Q2ZpxuUlqPfd7TO7fanQUkluDtCZKc6N2uXAt2NPzMKr7ztz7RdAAz1642vg230/BVXGV/nrk0oCgbQVEh89kwFR+P0qOzgniUO9Ble+4w8SqWSsLAwxo0bR3h4OMnJyWzYsIHTp0+j07XMcB0PXzk9o40Jz65VttMbYNKvXz/27dtHamoqI0aMICMjw9IhCTZKJAFWavv27UybNo3AwEBkMhl//PFHjdtfeuklIiIicHJywsPDg3HjxrF79+4a24SEhCCTyWpcli1bVmObL774guDgYKKioq64f1Pk5OQwbtw49u3bx969e8WCK9cgSRLbdiRgMEgEBwUQ2rljve6TmZnJli1bOHjwIIGBgYwfP57u3btjb29fr+PK5TIG9u/F5OuGYW9vR05uAb/9scE8xWizMdcE1J2UtDcyhRzlyIEA6LbUPSTIVA8wqhsorOwT25QEXN4TYJAM/GFjQ4EAirXGBNrFrvFJQEWpxCdPVHAyQY+9A9z7pkO9VuyVy+XmqX579+7NuXPn2LBhAydPnmyRZGDYdGNSsmetliqN7Q2L8fPzY/PmzfTu3ZuBAwc26/fntSxbtsw8janJqFGjrvi+v/femgsa/vXXX4SHh9OtWzdR12AlrOwrRTApKysjMjKSjz76qNbbw8PD+fDDDzl8+DA7d+4kJCSECRMmkJOTU2O7V155hfPnz5svDz30kPm2s2fP8sYbb7By5Uqee+65ZjtTf/DgQQYOHEhAQAA7duygUycrO/3ZAo4eO032hTxUKiXDY/pdc7aZnJwctm/fzqFDh+jcuTPjx4+nS5cuqFSNm787qFMAN80Yh4+PBxqNljXrd7Jn3xEMhqZ/uUuSZHU1ASbK0YMB0CccQSourXUba1of4HId3I0/L08C9ueeJKM8ByelmrGB/Vs7LIspaWJPQFmRxIePlXPmsB4HZ7j/bUe69m3Y8EmZTEZgYCAjR46kf//+nD9/nk2bNpGamtqsw4QiBirw9JdRXgKJW2yjQPhy9vb2fPXVVzz11FOMHTuW77//vsWPuXfvXj777DP69LlyuOjdd99d4/v+jTfeMN+m0Wh44IEH+Pjjj/nwww+57777qKqqavF4hZYlBldbqUmTJjFpUt0L69x66601/n7nnXf46quvOHToEGPHjjVf7+Ligr9/7ZN4FxcX4+7uTp8+ffD392+WsY1//fUXc+fO5emnn+bZZ58VC4DVQ2lZObv3HgZg8IDeOF9l3HxhYSHHjh0jPz+frl27Ehoa2mw1Fi4uTsyYOprY3Qc5mnSa/YnHyL6Qx9hRg82LjDWKpgqqz0RaU00AgDw4EHnnjhhS0tHt3I9q8ogat1fpYOcp4+9jrDAJqKsn4I+zxl6AiR0H46CsX6+UNTD3BKganuwW5xn46PEKzqcYcHKT8cDbDnTs2vippC6dXvT8+fMkJSWRnJxM9+7dzT3MTSFXyIiZquLvL6vYtaqKQROtewGxushkMh5++GG6d+/O7NmzOXr0KEuWLKlzleemKC0tZe7cuXzxxRe8+uqrV9zu6OhY5/e9RqNBoVDQt29fwDiMTKPRYGdXv2GnQtskegIEqqqq+Pzzz3FzcyMyMrLGbcuWLcPLy4uoqCjefPPNGt3CvXr1ok+fPri5udGzZ89aP1Qa4ssvv+TWW2/l22+/5bnnnhMJQD1IksTO2ANotTr8fD3p0T2s1u3KysrYt28fO3fuxNXVlfHjxxMeHt7sRdYKhYLhMf0YO2owSqWCjMwL/PePDZzPqmP6l3ow9QKgVIDa+hqEpt6A2mYJOpkF5VXg5gA9O7R2ZC3PXBNQcPG6Sn0Va84Zh0bY0lAggGJt43oCCi4YeP/hcs6nGHD1krHw/aYlAJcy9QyMGTOGLl26cOTIEbZv335Fr3FjDJmsQq6AlCMGMk/bVoHw5SZMmMDu3bv55ZdfuOOOO9BeZbKAxnrggQeYMmUK48aNq/X2H374AW9vb3r16sUzzzxDeXm5+TZXV1fuuOMOAgICCAwM5L777rtiwgih/RE9ATbs77//Zs6cOZSXlxMQEMCGDRvw9vY2375w4UL69euHp6cnsbGxPPPMM5w/f5533nnHvM1XX33FG2+8gaOj41WLSK9GkiSWLFnCW2+9xerVqxkxYsS17yQAkJKaQWpaJnK5jJHDBlwxFWhlZSUnTpzg7NmzdOzYkbFjxzb6/9QQXbsE4eXlzoZNsRQUlvDXP1sZMqgPfXp1bXhyZ6oHcHK0ysRQMaI/fPM7hhMpGDKykXfwM9+WWz1CyN8NrPCh1zo70ObM/ZTqKujg6M0A724WictSSkxJgF39ewJyMw18+Gg5+VkSHn4yHnzHEZ+OzX9+Ty6XExISQseOHUlJSWHv3r24u7vTo0cP3N3dG7VPVy85fYYpSdymY9cqLTc/YiWLYDRSeHg4sbGxTJw4keuvv55ff/0VJ6fmGQK5cuVK9u/fz969e2u9/dZbbyU4OJjAwEAOHTrEU089xYkTJ/j999/N27z44os88sgjyOVykQBYCZEE2LDRo0eTmJhIbm4uX3zxBbNmzWL37t34+voC8Nhjj5m37dOnD3Z2dvzf//0fS5curVE46uXl1egYDAYDDz/8ML/99hvbtm2rdZyiUDu93sDOOONqqn37RODp6Wa+TavVkpyczOnTp/H19WXUqFGt/qHt6eHKjdePY9uOfSSfOUfc7oNkZecyasRA7O3q3/VvXi3YxbqGApnIPdxQRHVHn5CEbute7OZONd+WV50EeDlbKLgWZuoJyC42ToWqVFxcG2B60FDkMtvprK7Sa6nUG8dY17cnIDtNz4ePV1CUI+HTQcYD7zri6deyz5lSqaRr164EBwdz6tQpdu7cib+/PxERETg7N/yFOnS6isRtOvau1zL9/+yxd7DCbLcB/P392bZtGzNmzGDs2LH8888/TfqOBTh37hwPP/wwGzZsQK2ufWjmPffcY/69d+/eBAQEMHbsWE6fPk1Y2MUeZjc3t9ruLrRTtvMJK1zBycmJLl26MGTIEL766iuUSiVfffVVndsPHjwYnU5Hampqsxxfo9Fwyy23sH79emJjY0UC0EC5eQWUl1dib29Hv77GaTr1ej2nT59m48aN5OXlERMTw6BBgyx21kalUjJ29GCGxUQhl8tISc3gtz82kptXWO99SKXWNz3o5ZSjLg4Jki4pvsyrnm3Vy0ofuo+LccYjgwQXiiG3sogd2YcAuN7GhgKZegFkyHBWXbu3LuO0nvcWGhMA/xA5Cz9o+QTgUnZ2dvTs2ZOxY8eiVCrNs4xVVlY2aD9d+ynw7iCjsgz2b7a96UJr4+bmxpo1a+jYsSPDhg3j7NmzTdpfQkICFy5coF+/fiiVSpRKJdu2beP9999HqVSi1185FGvwYONnUnJycpOOLbRtIgkQzAwGAxqNps7bExMTkcvl5p6CpiguLmby5MmkpKSYZycSGib7Qj4Afr5eKBRy8yweZ8+epV+/fgwdOhRPT08LR2kcU9yrRxeunzoaZycHiotL+eOvzWRl59Xr/tbeEwCgGNwHHNRIF/IwHDtjvt7aewIUcuNQJzCuFfD3uTj0koFIzzA6uwRYNLbWVlRdFOyscrhmD0jaMT0fPFxOaaFEx65yFr7ngJuXZb7OHRwc6Nu3L6NGjUKj0bBx40ZOnjxZa8OyNnK5jKHTjMWlu/4USYCJWq3m559/ZvTo0cTExHDkyJFG72vs2LEcPnyYxMRE82XAgAHMnTuXxMREFIorh2ElJiYCEBBgW+9DWyOGA1mp0tLSGhl8SkoKiYmJeHp64uXlxWuvvcb06dMJCAggNzeXjz76iIyMDG6++WYA4uLi2L17N6NHj8bFxYW4uDgeffRRbrvtNjw8mrZwT3Z2NpMmTcLHx4fNmzc3qgtZgAsXjI1oD3dn4uPjKSwspEePHgQFBbXJsfN+vl7cdMN4NmyOJyPzAhs2xXHTDeNwcLj6zEHmngAn600CZPZ2KIdGodsYh27LbhQ9uwAXkwBvK36LdHA3FgZnFsKfeTsA2+sFgPpPD3r6oI5Pn65AUw4hPeXc+7ojji6Wf7+7uLgwaNAg8vPzOXToEGfPnqV37974+fld874Dr1Py56cazp4wUFkuoXa0/ONpCxQKBR999BH+/v4MHz6cVatWMWxYw98bLi4u9OrVq8Z1Tk5OeHl50atXL06fPs2PP/7I5MmT8fLy4tChQzz66KOMGDFC9NBbOdETYKX27dtHVFQUUVFRgHF8f1RUFC+88AIKhYLjx48zc+ZMwsPDmTZtGnl5eezYsYOePXsCxvmLV65cyciRI+nZsyevvfYajz76KJ9//nmT4jp9+jRDhw6lR48erFq1SiQATZBVnQRkpKfh5OTE2LFjCQ4ObpMJgIlabc9142Jwd3OhrLyCjVt2X3stgeokACtbI+ByylGDANDFHkDSGMeGm4cDWfHbxFQXcCj3HEmFaahkCiZ3HGLRmCzBNDOQy1WSgBP7dHz8hDEB6NJXwQNvtY0E4FKenp6MHDmSsLAwEhIS2LNnT41ZZmrj7H7xMeiqbG/hsKuRyWS88MILLFu2jIkTJ/LXX381+zHs7OzYuHEjEyZMICIigscff5yZM2eyatWqZj+W0LaIngArNWrUKCSp7g/TSyv+a9OvXz/i4+ObNaYDBw4wceJE5s6dy1tvvdUi8yDbAkmSSElNo7S6cTxyxFB8fLyvca+2w85OxYRx0fz+5yYyMi+wb/9RBg3oVef2Umn1cCArWyPgcvKeXZD5eCDlFKDfexjlsP4XhwNZcf5jSgL2FhsLgkcFROFhb3szj5RcY3rQw7t0LH+pAl0VdB+kYMGrDtjZt60EwEQmk9G5c2cCAwNJSkpi8+bNdO3alS5dutQ69EQulyGTgSRBPUcR2Zz/+7//w8fHh1tvvZX33nuPBQsWNGl/W7duNf/eqVMntm3b1sQIhfZItMKEVrF582ZGjRrFokWLePvtt0UC0EilpaXEx8dz4IBxcTBPD9d2lQCYeHq4MXLYAAD2Jx4j7WxmndteXC3YupMAmVyOcmR1b0D1mgG5Vl4TAKYkwECKPhawvbUBTEwLhdU2Pej+zVq+et6YAPQZruSu19puAnApe3t7oqKiiImJ4fz582zZsoXs7Oxat5VXn5LU2+biwfVy44038s8///D444+zZMmSq57oE4T6EC0xocX98ssvTJs2jffff58nnniiTQ9Xaat0Oh1JSUls3boVJycn/AM6AuDr27Sp4yypa5cgevUwjn3ftHUPxdUFwJezhZoAE+VoYxKgT0hCKiyx+sJgMNYEOHodpUpegLudMyMC+lo6JIsorqMmYPdaLd8ursSgh/7jlNzxkhqVXfv6DL18iNDu3buvGCKkEElAvYwcOZLt27fzwQcf8PDDD2O4ZDYxQWgokQQILerjjz9mwYIF/PLLL8ybN8/S4bQ7kiSRmZnJ5s2byc3NZdiwYfTp04fcvCIA/NtxEgAQPTgSXx9Pqqq0rN8Yi0535VgAmdI4fEDSWX/rQN7RH3nXYDAY0O3YZ/VThIKxJ8C1g3Eo0OROQ7CT2+Yo1RJzTcDFf/aBrVp+WFqJZIDoKSpuf1aNQtm+EgAT0xChsWPHYmdnx+bNmzlx4oR5FiHTKCGDGA50TX369CE2Npa1a9dyyy23UFVVZemQhHZKJAFCi3nrrbd47rnnWL9+PVOmTLF0OO1OWVkZ8fHxHDx4kG7dujF8+HDc3d0xGAzk5BqnB23PPQEACoWcCWOjUdvbkZtXyK7qxc8uJfNyB0DKLWjl6CzD1BtQtXkPBTZQGOzhUoGz3z4AZgTZ5lAguDhFqKudsSeg4IKBlW8a59wfNkPFnCfskSvaZwJwqdqGCF24cMH82PQ6McSlPjp37syuXbs4ffo0N91001Wn9xaEuogkQGgRy5YtY+nSpWzatIno6GhLh9OuSJLEmTNn2LJlC46OjlfM+pOfX4ROp8dOpcTDvf0XUDo7OzJ2tHE2mGMnUjh+MrXG7TJv45S0Um5hK0dmGcrhA0AhJz8lF9PESdacBByv3ItcqaGq1J9wl7Br38FKmaYIdVE5YjBIfP9aJRWlENxdzsyH7K1uGKVpiFBoaCh79+7FIBnXCBDDgerPx8eHjRs3kp2dzQ033NDghdoEQSQBQrNbvHgxb7/9Nps3b6Zfv36WDqddKSsrIzY2luTkZAYPHkxkZCR2dnY1tjEtEubr62U1DYNOHf0Y2N84Pe2OXQk1VhSWebsDttMTIHN1RtG/J/ky47AQFzXYWfEImY1ZxqFAxZnDySqyjtdzY5gLg1WObPlZS3KiHjsHuP3fDu12CNC1yGQyQkNDGT16NDK5cWx7XnUvp1A/7u7urF+/nsLCQq6//noqKiosHZLQjogkQGg2kiTx4osv8sEHH7B582YiIyMtHVK7IUkSKSkpbNmyBWdnZ0aPHo2Pj0+t22bnGNcH8PO1/GrAzalf3+506uiPXm9g/aZYNNVz5curewIMlyQG1k45ahD5cmMS4OVkvcMjMstz2Z1zDIDijKFkFlo2Hksy1QRImZ78/aVxaMeND9rj29H6v6YdHR1xdLQH4MjhYxw8eBCtVqweXF9ubm6sW7eO8vJypk6des11GQTBxPo/XYRWIUkSzz//PJ999hlbt26ld+/elg6p3SgvLyc2NpZTp04xaNAgIiMjUalUdW6ffcGUBLTveoDLyWQyxo4ajLOzI8XFZWzZvhdJkpB5mYYD2UZPAIBiYG/yHYxJnpfCesf6rjobi4SEqrw7ukpvm04CirXlyHUqDnwUiF4HvYcpiZ5S9+eAtZFX93ZERvajtLSULVu2kJOTY+Go2g8XFxfWrFmDXq9nypQplJaWWjokoR0QSYDQZJIk8fTTT/P111+zdetWevToYemQ2oVLz/47OTkxevRofH19r3qfykoNRUXGD3dfH+vqCQBQq+2YMDYauVxOalomiYdOmAuDKa9EKreNrm6ZnYrCbsb3kUe5dQ6PkCSJP9OMQ4EC9MaC4IxCCwZkYSVV5YTvuoGidBWunjJuecL66gCuxjQ7kJ1STUxMDF27dmX37t2iV6ABnJ2d+eeff5DL5UycOJGSkhJLhyS0cSIJEJpEkiSeeeYZli9fzltvvUVYmO0W9jXEpWf/Bw4cSN++fa969t+koLAYABdnR9Rq+5YO0yJ8fTwZFhMFwJ59h8ksLAYnBwCk6qlRbUFBSFcAPAqykCqtrzfgSEEKp0syUSvsiHAYCGDTPQHKU8EEHxoNwK1Pq3F2t62vZ/M6AfqL04mOHj2a0tJStm7dKnoF6snR0ZHXX3+dyspKpkyZQllZ7euvCAKIJEBoohdffJFvvvmGrVu3EhISQnx8vDhrcxWSJJGamtqgs/+X0uuNxXMqlRVXigLdu3UmvGswkgQbt8SDpxsABhsaEpTvaBzu5akrRh9/0MLRNL8/zxp7AcYF9ifY3Tgtpq0mAbl5GiI23ApA9AwZPQZb9/u7NrUtFubk5ERMTAxhYWHmXgGdDawX0liSJJGUlEReXh6rV69GqVSKGgHhqkQSIDTaK6+8wmeffcbmzZvp0aMHgwcPRqFQiESgDhUVFcTFxXHy5MkGnf2/lGmZeJncut+6MpmM4UP74enhRkWFhtzqxy3l2VASUGYcCuIplaHbusfC0TSvKoOOv8/GAXB98DAC3Y3X22ISIEkSK9+sxL7cjVLPTG64z8HSIVmE3LxYWM1C+EtnECopKWHLli3k5eVZIMK2zZQApKenM3ToUHx9fVm1ahUGg4Hp06eLWYOEWll3S0JoMUuWLOGDDz5g06ZN5hoAhUIhEoE6ZGdns3XrVtRqdYPP/l/KUN0YltvAWGGVUsmEcdHYqZQUVCc9tlQcnFdd1+dpKEN/8DiGfOsZCrUj6yAFVSX4qN2I8e1FB2PtNxm28+81i/tby8k4OQa5jjOTV6JWKywdkkWYpkGta50AJycnhg4dSmhoKHFxcZw4ccJ8UsTWXZ4AODsbFxZxcnLin3/+obKyUqwjINRKJAFCg73xxhu88847bNq0iV69etW4TSQCNRkMBo4ePcrevXvp1asX/fr1a/DZ/0tJ1atH2UrBoLubC6NHDqLMwVj/UJSSYeGIWk9e9VBenwAnMEjot++1bEDNyFQQPK3TUJRyhc32BFxIN/D7h8Z6j1PRf6LsaD2JXkOZCoP1+rq3kclkhIWFMWzYMM6dO0dsbKzNN2zrSgBMnJ2dWb16NUVFRcycOVOsLCzUIJIAoUHeffddli1bxoYNG+jTp0+t24hEwKi8vJydO3dy4cIFRo4cSadOnZq8T4PBWBMgl9tGEgDQOaQDXl2CASg6k05hkW3MeGHqCfDpGwSAbot1DAkqqipj8/kDgHEoEECAseSDUg2U2MioBb1O4rvFFVRVgk/PClKjNuGqcrR0WBZjHg5UjyH/7u7ujBw5ErVazdatW7lw4ULLBtdGXSsBMHF1dWXt2rXk5ORw88032+x3snAlkQQI9fbNN9/w0ksvsX79eqKioq66ra0nApmZmWzduhU3NzdGjBiBi4tLs+zXXBMgs623btgAY4+TQ0UF6zfGotVaf3GgqSfAd3AXUCoxpGagT0m3bFDNYE16PFqDjgi3ICLcjQmOsxpcq4fC28o0oWu/reLscQMOztD97jSQSbjYcBJgGtlTfZ7jmlQqFf369aN79+7s2bOHpKQk80kSW1DfBMDEzc2N9evXc+7cOe68806beq6EutlWS0JotH/++YcHHniA//3vfwwYMKBe97HFRECv13Po0CEOHDhA3759iYyMRKFovjG+5poAG+oJAFBUr4ngVFlFfkEx23clWPV4YEm62BPg7eOAYqAxCbKGAuE/qocCzajuBTDp4G78aQtDgs4c1rF+hXFF7NmPq9G4FgLgaudkwagsK/OMsVHqF1T/zzaZTEZwcDAjRowgKyuLXbt22UQBbEMTABN3d3fWrFlDbGwsTz75ZAtHKbQHIgkQrikuLo45c+bwzTffMGbMmAbd15YSgdLSUnbs2EFBQQGjRo0iMDCw2Y9hazUBJqYFw1RaHXY6PaeSz5J0/Ixlg2pB5VVQWf1W8XIC5ehBAOi37UW62qDpNi6tNIsDeaeQI2NqUEyN22ylLqCiTOL71yqRDDBwgpJ+Y1QUVxmncLTVnoCiPAPFeRIyOXTo0vCTJq6uruYe1y1btpCVldUCUbYNjU0ATPz9/Vm3bh3ff/89b731VgtFKbQXIgkQriopKYmpU6fy+uuvc/PNNzdqH7aQCKSnp7Nt2za8vb0ZPnw4Tk4tc0bPINleTQCAzFFtXjBsSBfjEJJdcYlkX7DO1XRNvQAqhXGojKJfT3BxQiooRn/whGWDa4ItmcZagBi/Xvio3WvcZitJwG/vV5J3XsLTX8ZND6sBSC42FrwHOnpbMjSLST9p6gWQY+/QuM82pVJJ37596dOnDwkJCRw5csTqhrw0NQEw6dKlC2vWrGHx4sV89913zRyl0J6IJECo07lz57juuut44IEHuP/++5u0L2tNBHQ6HQcOHODQoUP079+fXr16IW/BOfxNPQFyG6sJAJB5G+eRDPd0p3NIBwwGAxs2x1FphavpmpIAL2eQyUCmUqIc3h8A3ZbdFoysaQ7mnwZgoHfEFbfZwjShB7Zo2bNWh0wOtz+rxsHZ2OA9mJ8MQJRXF0uGZzFnTxh7tzqFN/1zrWPHjowcOZLc3Fx27NhhNSvmNlcCYNKvXz9+//137rvvPlavXt1MUQrtje21JIR6yc/PZ+LEiUyaNImXX365WfZpbYlAWVkZO3bsoLS0lNGjR+Pv79/ixzSYFwuzrZ4AAHn1kCApr5BRIwbi5upMaWk5m7buxmCwrvoAU1Gw1yUdSsoRAwHQJxxtt/UQhwqMSUAfz7ArbrP2noCCCwZ+fts4neX4W+0IizQukZtXWcS5sgvIkNX6vNiCc9U9AR3Dm6d+ytnZmeHDh+Ph4cHWrVvJzs5ulv1aSnMnACZjx45l+fLlzJ49m/j4+GbZp9C+iCRAuEJ5eTnTpk0jPDycjz/+uFnHn1tLIpCbm8v27dvx8vJi6NChODi0ziqftloTABd7AqS8AuztVEwYF4NSoeBcejaHjpy0cHTN69KeABN512BQKaGsAul8jmUCa4J8TTHpZca4e3uGXnF7YPU0oZlWOFW+wSDxw7JKyksgqJucSXfYmW8z9Y6EuQbabE3AuZPGnoCgZugJMFEoFPTp04fIyEj27t1LcnJyu0yeWyoBMJk1axZLlixhypQpHDt2rFn3LbR9IgkQatDpdMyePRuFQsGPP/6IUqls9mO090QgJSWF+Ph4unfvTp8+fVp0+M/lbHV2ILhYHCzlFgLg5enG0BjjVLX7E49RWVllocian3lmoEu+72VKBfJQ41oThpOprR9UEx2qbuyGutTe2LXmnoCtv2o5maDHTg23/9vBvDouXBwKZKu9AMX5BopyJGQy6Ni1+VdL7tixI0OHDuX06dMcOHAAfTsqrG/pBMDkoYce4r777uO6664jPb39T0Ms1J9IAgQzSZK45557SEtL46+//mrRs9vtMREwGAwcPHiQ48ePEx0dTUhISKvHIJkWC7PhmgAp9+Kg8YjwEDw93Kiq0nLwcPstmL2ceTjQZd/58vAQAPSn0lo3oGZwKN84m1OfWnoB4GJNQGbhxTnjrUHGaT2rvjDWrdzwgD1+QTXfu4l5xiSgr6dt1gOYioJ9O8mxd2yZkxseHh6MHDmS0tJSdu3a1S5WGW6tBMBk8eLFTJgwgYkTJ1JQYMWFOUINtteSEOr03HPPsXnzZtauXYu7u3uLH689JQIajYa4uDjy8/MZOXIkXl5eFonDpmsCvN0BMOQVmq+TyWQMql5I7PCRU5SXt/0v9/qobTgQgKKrceVkQ7tMAqrrATxqP+Pt52r8WaWDwvLWiqplaTUS3y2uRK+FXjEKYqapatyulwwcKjAmR5E2mgSYhgJ16tayzRG1Ws3QoUNxcnJi27Ztbbqh29oJABg/Sz/99FPCwsKYNm2aTay3IIgkQKj23nvv8fnnn7Nu3boWmd++Lu0hESguLmb79u2oVCqGDx+Oo6Plxu0azLMD2V4SUFtPAEBwUAC+Pp7o9Hr2J1rHmNZcUxJw2Uyz8vDqJODMOaR2tGqyJEkcLjD1BNSeBFxa262wkm+mVV9oOJ9iwMVDxi1Pqq+o5UkuzqBcV4mjwp6ubh0tFKVlnTtRXRTcAkOBLqdQKOjXrx9hYWHs2rWrTQ59sUQCYKJUKlm5ciUymYw5c+ag07Wfzxihcazko1ZoipUrV/Lvf/+b1atX061bt1Y/fltOBM6fP8+OHTvo1KkTAwcObJEaiYYwFbbZZGFwdU0A5ZVI5RfPUslkMgYP7A1A0vHTlJS0/ykB6+oJkPn7gLMjaHUY0jJbP7BGOluWTWFVKSq5km7uQbVuU3FJSYeDqtZN2pVje3Vs/dX4WXbr02pcPK78uj1YPRSot2cYChsc4get1xNgIpPJ6NKlCwMHDuTgwYMkJSW1mYJhSyYAJg4ODvz111+cPn2ae++9t808N0LLsM1PHcFs+/btLFiwgF9//ZVBgwZZLI62lghIksSJEydISEggKiqKiIiINtHwdlDbA1BaZiXjJRpA5nBxwTBTcbBJh0BfOgT6YjBI7DuQZIHomlddNQEymeySIUGprRtUE5jqAXq4B2Mnrz2Rrqh+yyvkxkmQ2rOyIokflhqHpg2boaLnkNofUGK+qR7ANouCSwoNFFwwNjJboyfgUn5+fowYMYLMzEx2797dJr5zLJ0AmHh4eLBu3To2bNjA4sWLLRaH0PJEEmDDUlNTmTlzJv/5z3+YOHGipcNpM4mATqdj3759pKWlMXz48FYdHnUtHh7GgdMFBcUWjsQyTEOCLq0LMDHVBpw8lUphYUlrhtXs8uoYDgQg7xoCgOFk+6kLMNcDXKWxa+oJaO+9AJIksfKtSorzJPyC5My4z77ObU0zA0Xa6CJhF4uCZTg4tf5JFhcXF0aMGIHBYGD79u2Ulpa2egzQthIAkw4dOvDPP//w1ltv8fvvv1s6HKGFiCTARpWWlnL99dczZ84c7r77bkuHY2bpRKCyspKdO3ei0WgYOXIkbm5urXr8a/GsTgJKSsvRtqMx4c3FVBx8eV0AgJ+vFyFBgUgS7E040sqRNa+6hgPBxboAfbvqCahHElD9Vnewq3OTdmH3Gh0Ht+uQK+Bfz6uxU9feuC3RlnO62Diky2aLgqtXCm7tXoBL2dnZMWTIEPz8/Ni+fTt5eXmtevy2mACY9OrVi++//5558+Zx8OBBS4cjtACRBNggg8HAv/71L7y9vXnnnXcsHc4VLJUIlJWVsXPnTpydnYmJicHevu4zeJaiVtvj4GCMq6DQ9noDZF4XFwyrzcD+PQE4nZJObi2JQnug00NRdcmDdy3tAdNwICk9u0ZtRFtVZdCRVGjstahrZiCwjp6AnAwDv71vHAY0ZYEdna6yAu7h/DNISHR08sFb3bZONrQW00rBnbpZLgkAkMvl9OrVi+7duxMXF8f58+db5bhtOQEwuf7663n66ae5/vrryclpf4sUClfXzkdeCo3xyiuvcPDgQfbs2YNK1Ta/cU2JwO7du4mPj2fIkCEtGmthYSHx8fF06NCBXr16tYnx/3Xx9HAjo+IC+QXF+Pp4WjqcVmVeMCynsNbbvbzc6RLWieTT59iTcJTJ1w1rveCaSX51PYBMBh61DAeSubsi8/VEupCPIfkcij7hgDG512g0aLVadDpdrRe9Xl/jb0mSzBfTPgD27t2LXC43vw9kMhlKpRKlUolCoTD/XtdFrVajUBgbdieLzlFl0OKmciLY2a/Ox93eewIMBonvX6tAUwFhkQrGzrn6A7lYD2CbvQBwSVFwM64U3BSdO3fG3t6ehIQEevfuTXBwcIsdqz0kACbPPvsshw8f5qabbmLDhg3Y2bXTN6lwBZEE2Jj//ve/vPvuu8TGxlpsrvv6aq1EICcnhz179hAeHk6XLl3adAIA4OHuSkbmBQoKiiwdSqszTxNaR08AwIB+PTl9Jp2z585zPiuXAH/v1gqvWZiGArk7GItkJUmioqKCyspKNBoNlZWVOPl54nQhn5SN20jPzzTfBly1cW5qwDs4OKBUKpHJZOYLGJOAnJwc/Pz8kMvl5uRAkqQayUNlZWWtScWlyYVKpcLe3p5YvbGx29nOlzNnzqBWq7G3t0etVuPg4GBOFtp7T8DB7TpSjxqwd4Dbn1UjV1z9c8Q0M5CtDgUqK5LIzzK+vq7WY9LaAgMDsbOzY/fu3Wg0Grp27drs3wntKQEA40mAr7/+mmHDhvHQQw/x6aeftvnvSaF+RBJgQxITE7njjjv48ccf6dmzp6XDqZeWTgQyMjI4cOAAffr0ISio9qkL2xpTcXC+DRYH17Zg2OXc3VyICA/h2IkU9uw7zPQpo9r8F5YkSWg0GkpLSzl6Wgf446SsZNOmXZSXl2MwGMwNZ7VajX+AF06Hk/EoKMOpWzfz9fb29sjljT+rqtVqOXLkCEFBQY1+n0mSRFVVFZWVlVRWVvK/pEQAwuz9ycvLM1+v0WgwGAw4ODjg7OzMsaxAIASlrIqyMi2Ojo5t/v9mYtBLrFluzGJGz7LD0//q/wNJki72BNhoUbCpF8CngwwH57b1f/b29mbYsGHExcWh0WiatXe4vSUAJo6Ojvz5558MGDCAyMhI7r//fkuHJDQDkQTYiAsXLnD99dfz7LPPMm3aNEuH0yAtlQikpKRw9OhRBgwYgL+/fzNE2jpMxcE2WRNQx4Jhl+sf1YMTp9I4n5VLekY2nTq2jf+vJElUVlZSWFhIUVERpaWllJaWUlZWhk6nw8HBgeTcIMAfL2djYZ6zszMODg41Gvd6Fy8q1+/GISMHr4AAyz2gWshkMuzt7bG3t8fNzY0zidkAjI+IYVBglHm7SxOf0tJStJnGryO9ppRNm3YC4OTkhLOzM87Ozri6uuLu7o6zs3ObSw4ObNWRlWrAwRlG3XztoRKmdRPs5Coi3FtuyElbZkoCOrahXoBLubm5MXz4cHMiEBUVZe61aqz2mgCYdOrUif/973+MHz+eiIgIxowZY+mQhCYSSYANqKqqYubMmcTExPD0009bOpxGac5EQJIkjh8/TkpKCjExMXh6tq9x9R7uxiLC0tJyqqq02Nm10/ETjXD5gmEyR4dat3N2dqRnjzAOHznFnn1H6NjBr9Ubjpc2+E2XoqIiNBoNLi4uuLm54erqSmBgIM7Ozjg6OqJUKilNADaBk6MaPz91rfuWh3YCuQwprxBDXiFy0/PSxpRoyzlTYiyy7OMZWuM2mUxm7sHw9vbG65zx+kA/T6ZOnUpFRYU5QSgtLSUlJYXiYmPi6+bmhru7u/mni4uLxRIDg15izTcXewEcXa4dR2L1UKCrrZtg7UwrBbeVeoDaODk5MXz4cOLj49m9ezcDBw5s0vdOe04ATGJiYvjggw+4+eab2bt3L6Ghode+k9Bm2eanjw2RJIkHHniAiooKvvrqqzZ3Bq0hmiMRMBgMHDp0iOzsbIYNG4arq2sLRdty1Go7HB3UlFdUUlBYjJ9v267taE4yBzUyD1ekgmIMKekoenatc9t+kREcO36GnNwCUtMy6RzSoUVj02q15OXlUVBQYG70V1VV4eLigru7O35+fnTr1g1XV9errjztWp3XFF9l4h+ZgxpZpwCktEwMp9LabBJwpHoGnA6OPnhdYwacS2sC5HI5Tk5OODk54ed3sZjYYDBQWlpqfn7T0tI4dOgQYEwM3Nzc8PDwwMvLC0dHxxZ7XJdK2KTjwlkDjq4w8qb6FUwerJ4y1VbrAeDSlYLbZk+Aib29PTExMezdu5ddu3YRHR3d4JnjrCUBMLnzzjs5fPgw06dPJzY2tl1+jwpGIgmwch9++CGrVq1i3759rfal2JKakgjo9Xr27dtHWVkZI0aMwMGh9rPI7YGHh6tNJgEA8p5d0e9MQH/41FWTAAcHNX16hbM/8Rh79h0hOCgQubz5kmBToz83N5fc3FyKiopwcnLC09Oz3g3+2rhWn/wvusbsn4rwEHRpmcaVg4dENu5BtLBDBcaVgi/vBahNZfXsQOqrvJ3lcjmurq64urqaa3gkSaKkpMTc03LmzBkOHDiAg4MD3t7e5ktLvN/1Oom13xgLssfOsav3gle2Xg9QViyRd77tFQXXRaVSMWTIEPbv38+OHTuIjo7GyamWqbtqYW0JgMmbb77J5MmTue222/jjjz+aVIskWI5IAqzYxo0befrpp9m4cSMdO3a0dDjNpjGJgFarZffu3UiSxLBhw9r9FGceHqYZgmyvLkDRqzoJOHLqmttG9g7nSFIyBYXFJJ8+S3jXxo+/NjX6TQ3/wsJCnJyc8Pb2pkuXLnh5eTVLQ9OtOle/Wk8AgDw8BDbEom/DKwcfMp/xrnt9AJPGThEqk8nMiYGJVqslPz+f3NxcUlJSWiwp2LteR06GhJObjBE31C/wCp2GE4VnAdvtCUg7ZuwF8AqU1Wv4VFsgl8vp378/R44cYceOHQwZMgR3d/er3sdaEwAwzkL2888/M2jQIJ5//nlee+01S4ckNIJIAqxUcnIys2bN4uOPPyY6OtrS4TS7hiQCVVVVxMbGolarGTBgQIPPzLZFnh7GoRW2OEOQopfx7L/hRAqSVovsKgmgvb0dUZER7N57mH37jxIW2gmFon5nrCRJoqioiKysLLKzs2s0+sPCwpqt0X85U09AcSUYDFDXCTZ5dUJjSE5DMhiQtbEzcZIkmYe99K5PEtCMU4SqVCr8/PzMQ4kuTQpMPQWOjo74+vri7++Pl5dXg4s+9TqJtd8aewHG3WqHvWP9GrNHC1PRSXp81G4EOtpWL55JwkZjxtetf/v6LJbJZPTq1Qu1Wk1sbCzR0dF4eHjUuq01JwAmHh4e/PXXX0RHR9OrVy9uueUWS4ckNFD7egcK9VJeXs6MGTOYP38+8+bNs3Q4LaY+iYBGoyE2NhYnJycGDBhgNV2WHu7VMwTZ4loBHf3AzQWKSjCcTEPR8+pnU3v16MKhIycpLinj+MkUenavu0Gq1+vJzc0lKyuLrKwstFotfn5+dO7cGR8fn1YZQuZWfQhJgjINuNRxSHlQANipjEXSmReQtZEZkEyyK/LJqSxEIZPT0z3kmtu35GJhtSUFeXl5ZGdnc+DAAfP/2d/fHz8/v3r1FO5eoyU/S8LFU8bwGfXPXC5dH6A912g1VkWZROI2HQCDJ7W/SQ1kMhldu3ZFoVCYE4HLJ5ewhQTApHv37vz444/MmjWLnj170qdPH0uHJDSAdbSIhBoWLlyIh4cHb7zxhqVDaXGmREChUBAfH49WqzXfZkoAnJ2drSoBgIvThJaWVVBVpb3G1tZFJpOZewPqMyRIpVLSr293ABIOJKHT6WvcrtFoOHv2LHv27GHNmjUcPHgQmUxGVFQUkyZNYuDAgQQFBbVaDYmDnXGRMLh6XYBMoUDexTguvi0OCTLVA4S7dcJBee1CytZcLEylUuHv709kZCQTJkwwTxJw+vRp1q5dy86dOzl16hQlJSW13l9bJbHue2PA4261w05d/8b8wXzbXiQscasWrQb8guSE9Gi/n8mhoaH06NGDuLg48vLyzNfbUgJgMnnyZBYtWsTs2bMpLS21dDhCA7Tfd6BQqx9++IE//viDn376ySqGvdRHbYlAZWUlu3btwsXFhf79+1tVAgDGYS6OjsZxI7a4XoCitykJOFmv7XtEhOLs7Eh5eSVHk5KprKzk9OnT7Nixg3Xr1pGSkmKeF3z8+PH06dMHX1/fJs8L3hgy2cXegOLKq29rHhJ0KrVlg2qEg3nGoUB9POo3hWBL9gRcjUwmw93dnW7dujFq1CjGjx9Px44dycvLY+vWrWzcuJGjR4+apycFiF+tpSBbws1bxtDpDctaTEOkbLUoePcaYy/AoEnKdt8T0rlzZ3r27El8fDy5ubk2mQCYPP/88/j7+/Pggw9aOhShAWyjlWgjTp48yX333cdPP/1kVYXA9XHp0KDY2Fi0Wi0eHh5ERUVZXQJg4uHuSnl5JfkFtjdDkKJXOACG49euCwDj66NfZATbd+1nT8IRUs4cx9vbi06dOjFgwIA2N1OUmwPkl0FR+dW3U3QNQQcYTrXFnoD61wPAJT0BFq7Zd3BwICQkhJCQEHQ6HTk5OWRkZLB9+3acnJzw9+vIuu+NQ6/G32aHnX39G7JZ5XlkVeQjR0Yvj84t9RDarAvpBs4c1iOTw6AJ7W8oUG1CQkKQyWTEx8fj5+dHfn6+zSUAYPyM/eGHH4iMjOTbb7+16qHI1kQkAVaisrKS2bNnc8899zBlyhRLh2MRCoWCyMhItmzZgkKhoHfv3labAICxONg4Q5CoC6irLsBgMJCTk8O5c+c4f/48dioFVVo9/oEhDBnUNqfVhEvWCrhWT0B4dU9ASnq9kqHWopcMHClIAeo3MxBc0hPQNh4CYJwBJSAggICAALRaLVlZWWz6uZziXHBwq6JD73y02sB6T1Ns6gXo5h6Eo7L2heCs2Z41xn9y94EK3Lxb9rNZkiSQdKDXgL4SSa8x/47cDplrWLP1RAQFBZGZmUlmZib9+vWzuQTAJDAwkO+//56bb76ZwYMHExERYemQhGsQSYCVWLRoEXZ2dixZssTSoViMRqMhPj6egIAAKisr2b17d5NWFm7rPKrrAmxxOJCpLkC/az/6I6dqJAGSJFFQUEB6ejoZGRnI5XI6duzIiBEjyMkrZuPmeI4eO0PfPhGo1Q1b9Ke1mIYDXWutAJmvF7g6Q3EphpQMFOEhLR5bfZwpzqRcV4mjwp4w1/ot0tZWegLqolKp8PPtSPKuMkAi+vpKzqWnkHTsEH5+fnTq1OmaQ8gSbbgewKCX2L3OmAQ0R0GwpClAd+Jr9Gl/IWlLQF91sbFvqG7sS4Y67y/3jUYV9SzygFFNSgZMQ4CKi4vp0aMHBw8exNHRES8v2+qdNZk4cSL3338/s2bNYvfu3W2ul1WoSSQBVuD3339nxYoVHDhwoN3Pf99YGo2GXbt24e7uTr9+/TAYDE1aWbg9MBUH2+I0oWCsCzAmASdh9iSqqqo4d+4cqampVFZWEhgYyMCBA/Hy8jJ/ybu6unLAy528vEIOHDxB9OC2OZNFfVYNhupkqGsw+oSjGE6ltpkkwHTGu5dHZxSy+p3xbYs9AZfb+YeW4nwJT38ZU/8ViFLVgZKSEtLT0zly5AharZagoCBCQkJqPRtsmhmobz17R6zJif16inIkHF2gV0zjmx6G0rPojn6I7uS3oCur/x1lSlCoQWEH2hIMF+LQrJuG3C8aVd/nkAeMbHAyUFsNgJ2dnfl7x1YTgVdffZXt27fz2GOP8cknn1g6HOEqRBLQzqWkpLBgwQK+/PJLOne2vTGmcHEdABcXF6KioowNoyasLNxemKYJLSuroLJS02bParcUU12A/tgZDuzZS3p2Fu7u7oSHhxMYGFjrGVmZTMagAb1Ys24nR5JO0adXV5yc2t6Zqvr2BIBxSJA+4SiGk2nQRkYCNrQeANp+T4CmQmLjj8Ygr/uXHUqVscHo4uJC9+7diYiIIC8vj9TUVLZs2YKnpychISEEBAQgl8vRGnQXh0jZYFHw7tXGLK//OBWqBtRRmBhyE9Ee+Q/61P+BZJzhS+bRE1WP+5G5dAaFGpmpka9Qg8IemcLe+LvcHpn84ueBofw8ukNvozu5HEN2HJp1U5H7DUUV9SyKgJH1iqeuIuDg4GAkSSI+Pr7W6UNtgUqlYuXKlURFRTF69GhmzZpl6ZCEOogkoB2rqqpizpw53Hrrrdx0002WDsciTAmAk5PTFbMAWXsiYG9vh6eHK/kFxZw9l9Wk1XDbG51OR4a+EjdHe1TlGpyy8hk5amSNVWPrEtTRHz9fL7Iv5LE/8RjDh/ZrhYgbxrxgWH2SgK4hAOjbUHHw4QasFGzS1nsCdvyvitJCCa9AGYOuuzJImUxmXo3YNO1sUlIShw8fJiQkhDJ30Bi0uKocCXFuW2s6tLTyEolDOxu+NoAkSRgyNqA9/B8MWdvN18sDR6Pq9TDywLGNGsojdwzAbshbKHs/hu7w2+hOLMeQvQvN2inI/Yeh6vssioARV43rarMAhYSEYDAYiIuLIyYmps4FxaxZcHAwX3/9NfPmzaN///6Ehdle71d7YL1VkzbgueeeQ6PR8Pbbb1s6FIvQ6XTExcXh4OBQ5zoAV1tHwBqEBBvHW6eezbRwJK2jrKyMo0ePsn79ek6fOYO+WwgAIRWGeiUAYGysDR7YG4Bjx89QXNz25rV2czT+rE9PgKI6+ZMyspFKrzGdUCuo0Gk4UXQOgD5W0hNQWS6xaaXxs2PiPHsUyqs3PO3t7enatSvjxo0jKiqKwsJCfo1fDUB3lyBktO+pMRtq/2YtuioI6CynU/i1mx2SXoPu1Aoq/xiEZsONxgRApkAROhv19FjU161C0WFckwt75U6B2A15G/VNh1FG3ANyOwxZO9GsnUzlmklI5VlXxlbPaUBDQ0OJiIggLi6uxvSytmTGjBnMmzeP2bNno9FoLB2OUAuRBLRT//zzD59++ik///wzarXtzTJhMBjYu3cvSqXymguBWXMiEBIcCMC59KwrFsGyJgUFBezZs4fNmzdTXl7OoEGDGD16NK6D+wL1Xy/AJDDAh44d/DBIEvsOJLVAxE3TkJ4AmaszMn9vAAzJZ1swqvpJKkxDLxnwUbvh71D/oRBtuSdg+29VlBVJ+HaSMWBc/TvQZTIZfn5+DBkyBI2v8YG5FSvZtm0bGRkZxhlsbMDutRcLgq/WcJc0hWgPvUPlrz2p2nkvUuExUDqj7PkQ6puOYD/yK+RezV/HI3fqgF30O6hnHkIZcXd1MrCDqn3/rhlfA9cBCAsLIywsjLi4OMrLLZ+gW8Kbb76JJEk8/fTTlg5FqIVIAtqh9PR05s2bxyeffEK3bt0sHU6rkySJAwcOoNFoGDRoUL0WdLLWRMDH2wNHRzVarY6M8xcsHU6zkiSJnJwcYmNj2bVrFw4ODowbN46BAwfi7e1dPUNQzfUCGmLQgF4AnEpOa3PF1Q2pCYCLi4bp28CiYaahQH08uzToTG1b7QmoKJXY/LMxuPr0AtTlaHEqADcOnEBQUBBHjx5l06ZNpKWlYTDUPYtNe5eVqictyYBcAQPG155AGUrPUrX7KSp+iUCb8AJSRRYyxwBUAxbjMOs4doOWInfu1OKxyp07Yhf9LvaT1gCgP/NfDGXGXtbGLgQWHh6Ov78/cXFxNnk23N7enp9//pmvvvqKv/76y9LhCJcRSUA7o9PpuPXWW5k+fTq33XabpcOxiKNHj1JQUNDgMf7WmAjIZDJCgoy9Aalp1jEkSJIkzp8/z/bt29m7dy+enp6MHz+e3r17XzHdnHm9gCqtsTC2AXx9POkc3AFJgn0JR5rzITRZfdcJMFFU1wUYTqa2SDwNYZoZqL4rBZu01Z6Arf+torwE/ILl9BvTuDK6fE0JaaXZAET5hBMaGsq4ceMIDw8nOTmZDRs2cPr0aXQ6XXOG3ibsXmt8TD2GKHH1rNnkMOQmotl2B5X/7Y0u6SPQlSJz74HdsM9Q33QUVe9Hkdm7t3rMCt/ByP1iQNKhO/55k1YClslk9OnTB1dXV+Lj463yf3wtXbp04fPPP+eOO+7g7FnL91YKF4kkoJ155ZVXyM3N5YMPPrB0KBaRnJxMeno60dHRjRoGZY2JgKkuIC0ts10PLzAYDJw9e5YtW7Zw6NAhOnTowIQJE4iIiMDevvaZj4y9AcaZVvRHTzX4mAMH9ATgTGoGObkFjQ++mTW4J8C0aNjJVIu/BkwzAzWkHkCnN16gbfUElJdIbP3V2Aswab4dckXjegEOVa8P0NklAHc7YwNSLpcTFBTEmDFj6N27N+np6axfv57jx49TVVXVPA/AwvQ6ib2mtQEmXkyg9Fk7qFw7hcpVw9Cf+RUkPfKAUdiP/x/qGbtRdp2LTGHZF4Ky50MA6I5/xbHDCY1KAExkMhn9+vVDqVSyd+9eq+75qcucOXOYOXMmt9xyi00mQm2VSALakfj4eN566y1+/vlnnJycLB1Oqzt79iwnTpxgyJAhTXr81pYIdAj0QaVSUl5RyYWcfEuH02B6vZ4zZ86wceNGTp48aT5L2qVLF5TKa595NU8VerjhSYCnhxvhXYwN6D372k5vQH3XCTCRh3YCuRypsAQpt7DF4rqWfE0x6WU5APT2rH9PQMUlbd621BOw5ZcqKkqNBa19RzV+Mj1T70jfWhYJk8lkBAYGMmLECAYMGEBeXh7r16/nyJEjVFbWsyuojTq+T09xvoSTm4ye0Uokg56qA6+iWTMZw/lt1cW+s1BP24l64t8oOo5vtlV8m0rRaTIyl1CoKkCX/EOjEwDz/hQKBg0ahEaj4cCBAxZP1i3hP//5DwUFBbzxxhuWDkWoJpKAdqKyspI77riD559/nt69e1s6nFaXnZ3NoUOHGDRoEO7u7k3enzUlAgqFgqCOxikH29OQIEmSSEtLM4+L7tmzJ2PHjiUkJKRedR4mil5dATAcP9PgugCAAf16IJfJOJeeReb5nAbfvyU0tCdAZm+HvLpI3GDBuoBD1Y3dUJdAXFSO9b5fxSX/NnUbSQLKii72Aky+0w65vPGNU9MiYVdbKVgmk+Hr68vQoUMZOnQoZWVlbNy4kaSkpHb7+WRaG2DgBCUKQwGajTehS1wGSCi6/gv1TYexH/k1cu++Fo2zVjI5uR43ABCm34iTU/1fz3VRqVQMGTKE/Px8kpLa3oQELc3R0ZFvvvmGV199lSNH2s5JF1smkoB24oUXXsDFxYUnnnjC0qG0uvz8fPbu3UtUVBQ+Pj7Ntt92mQhoSiHhe4j9COI+gfjPYfeXhOiNjYzUE0mw/wdIXAkHf4HTW6GNdT2bxvxv2bKFkydP0qNHD0aNGkWHDh0adRZQ1skf3JyNdQGNmCvf1dWZiG7Ghfb27DvSJs7QNbQnAEBevVpwY56D5nIo/wwAfRrQCwAXewLslXCVib5a1aafq9BUQIcucnoPa8IKt5LhYk9APRcJ8/DwYPDgwQwdOpSCggI2bNjAqVOn0OvbzwxgZUUSh2ONwz5ihh2l8q/hGDI2gMIBu+FfYD/sY+TOQRaOsnamGoDjVVFIKldkpSnoz61pln2r1Wqio6M5e/YsycnJzbLP9mTQoEEsXLiQ+fPnt4/vXCsnFgtrB+Lj4/nwww/Zt29fvYZHWJOSkhLi4+Pp0aMHHTp0aPb9t6sFxcry4LsbIePAFTcFyR2Qd/oPBZVKCv96EXfdJTMFdegHk5ZCSHQrBlu73NxckpKSKC8vJzw8nJCQkKtO71ofxrqAruh3HUB/5BSKHg1fjbVfVA9OnEolKzuXc+nZBHWy7GJOpp6A8irQ6kBVj7e9PDwY1u1Eb8Hi4EPmouCGLQxkLgpuI/UAJQUGtv9u6gWwb1IvwJmS85TqKnBQ2NPVtWOD7uvh4UFMTAw5OTkkJSVx5swZIiIi6NSpU5PfNy0tYZMWvRbGD12J66GnkfQaZC6dsR/zI3LPttubXaMIePg4VMcWoDvyLrqjH6IMap4luZ2dnYmOjmbXrl3Y29vTqVPLz3zUlrz00kusWrWKN954g+eee87S4di0tv0pIlBRUcH8+fN54YUX6NGjh6XDaVUVFRXExcXRuXNnQkMbdmaxIdpFj0BxJnw50ZgAOHpBn5uh943Q6wboMR37bmMIUOQBkBo0C8JGQ+hIsHOGjP3w5XWwch7kp1gk/KKiIuLj49m9ezd+fn6MGzeO0NDQZmvINKUuAMDZyYFe1cnDnn2HLd4b4HpJzXtJQ2cISj6LpG/93h9JkjhcYOoJaGASYJoetI3k35tWVlFVAUHd5PSKqf/QtNokVg8F6u3RGaW84fsyDRMaOXIkvXr14tSpU2zZsoXMzLY9EcC+dSXcEL2IsV0fBb0GeadJqKdtbz8JQHUNgLLHvSBTYsjagSE3sdmO5e7uzsCBAzl48CDZ2dnNtt/2QK1Ws3z5cl577TUOHz5s6XBsmkgC2rgXXngBNzc3Fi1aZOlQWlVVVRVxcXH4+voSERHR4sdr04lA3hn4/DrIOQGuHeDudTDrK5j9Dcz5Fm5dAXN/ovPgiQCk+oyHO/6EO1fBY4kwYD7I5HDkf/DeQFj7PFQWtUro5eXlJCQksH37dpycnBg3bhzdunVr9h6tptYFAPSNjEClUvL/7J13eBzl9bbvmW3qvVmWrC5b7pKL3DsdA0lIoQUSAiGdkEpCSPkSICGFX0gBkgAhgQAJBIwJNsa9SpYlW5YtWb333rfNfH/MriRbdaVZrSTrvi5fkrWz7x5Jq933ec9zzmlsaqW4tErN8BxGp+0/FR9zXUBEGLjpodeIXDV40qmzKe+qo9XUiU7UMt/PMZvHVMoEtDdJHP2vEtCNnzdMuFD1nK0z0LIxWoGGQxAE5s6dy7Zt24iNjSU7O5ujR4/S2Ng4oXWdQc2FEm6O30nq/FeREdClPI5h+xsIBn9XhzYsw7UBFT3noon5OACWS39T9TFDQkJYvnw5p0+fprl5+jV1mAirV6/mG9/4xqwtyMXMioApzMmTJ/njH//ISy+9dFXZgCRJIiMjAw8PD5YuXTpp3SKmpBCovQB/uQ5ayyAwVhEAwYlDXhplKwytq2+kp8c2lMYrBG77PXzlmJIdsJrg2P/Bb5dD2l/A6pxWbVarlby8PA4cOIAgCGzfvp0lS5YM2+pzoky0LgDA3c3AUltG4XRGDpI0NbIBY50VIGhERFunI6uDMxPUwF4PsNAvCr3o2OvVVMoEfPQvE2YjRC8USUqdWBZAlmWO1ykFkMsDE9QID1EUiYmJYceOHYSFhZGWlsbp06fp6XGggMSJWKs+wj1tExFB2Rit/rhd+w66Zd9FEKbudmO0OQBiYLJynblD9ceOiIggKSmJ9PT0q26q8E9+8hN6e3v55S9/6epQrlqm7l/lVY7dBvSTn/zkqrMBXbhwgd7eXlasWDHpvtcpJQQqTsPfboDOOghbDF/YC/7Dn7B6e3kQFOiHLENZxRVdgsIWw33vwD1vKiKiuwne+xb8YS3kf6hq2LW1tRw4cIC6ujrWr19PSkoKHh4T76wxEva6AABrzvgsQQDLliRiMOhpbeugoNB1BbYwoEOQA/sCjW1ysCs6BPXVAzhoBYKpkwlobZA49q56WYCzzYVUdTfgoTGwPmSxGiH2odVqSUxMZPv27Wg0Gvbv309BQYHLetDLsoT57C8xfvgx9EILFY3LqEs4jGbudpfEM1bGMghM7lZeTwVP9evSAGJjYwkLCyM9Pf2q6qFvMBh4+eWXeeKJJ8jOznZ1OFclsyJgivKjH/0If39/vvWtb7k6lEmlrKyMiooKUlNTXVagOyWEQMkxeOkW6GmFyNVw//vgHTrq3aKjRpgeLAgw/3r46km4+dfgEaBYjF65Hf7+MaibWMu6rq4uTp06RWZmJgkJCWzatAl//8lL/0+0LgBAr9eRvEyxn53OvODSbiyOTg0GEPtEgCsyARMQAVMkE7DvVRMWE8Qu0TB/5cSyAAC7y08AsGPuSty1zsmCubm5kZKSwtq1a6msrOTgwYPU19ePfkcVkY0tGPd/GnPW/wNk0i7dzaun3iVhfcykxuEoY50ELHcp9kDBI9wpcdinCms0mqtuhsCqVav45je/OWsLchGzImAKcuLECf785z/z8ssvO9QvfbrT1NTE+fPnWbVqlcuHoblUCEhWePvLYOqC+G2Kv999bJtp+/Tgyso6zMOdKGl0sOZB+OZZWP815f8F++EP6+Ddh6HTsQ2E3fpz8OBB3N3d2bFjB9HR0ZM+9EeNugCARQvj8PBwo7Ozm9xLrimkBsdnBcCANqGlVcjGyZs6a5IsXGxVhIejnYFgamQCmuskTuy2ZwH0E37+WiQrH1SmAXBz5LoJxzcagYGBbN68mejoaE6fPj1pFiGp+Ty9721CqvgANAZO1T3Df08+TcoOLzTaqTH4ayjGKgAA5O4aAARP54gAUGxeq1evpqWlhfz8fKc9zlTk8ccfx2w289RTT7k6lKuOWREwxejp6eFzn/scP/nJTyalIHaq0N3dzenTp1m0aJGqswAmgsuEwMX3oKVU6QJ052ugH7sgCgzwxcvLA4vVSmXVKB0n3P3ghl/A10/DoltBluD0i/C7ZDj8WzCPfgR9pfVn2bJl6PWu2cmpURcAoNNqWbFcseBlZuUOL6aczHhmBQhB/gh+3mCVkEoqnRPYEOS3VWCSzPjqPInyGj1jdSVTIROw758mrGZISNaQmDLxGqxT9RdpMrbjr/dmXegiFSIcHVEUiYuLmzSLkKXwNXp3b0XuKEHwisK6cR+7Pvw0AKnXT4ECj2FwRAAAyN3OzQTYMRgMpKamUlBQQE1NjVMfayphtwU9+eSTs7agSWZWBEwxHnvsMQICAnjkkUdcHcqkYbFYSE9PZ86cOURHR7s6nMtwiRA4/qzyMfULoHfMSy8IwsiWoKEIjIU7/gH3fwDhyWDsgH0/gf9bCeffgiFS0z09PZw6dYqsrCwSExMn3fozFGrVBQAsmB+Dt5cH3T295FxwzUCf8WQCBEFAtLcKnURLkL0DzpKA2HGdoLs6E9BUI3HyfVsW4HPqBLG7QrECXR+xGp2DhdITZSiLkJpdhGSrEdPJhzEdfRCsvYhzr8HtlqNkZCxGssK8BSJzYqZmFtthASBL/ZkAD+fUBAzE19eXlJQUMjMzaW9vd/rjTRVWrFjBI488MmsLmmRmRcAU4vjx4zz33HO89NJLV40NSJZlsrKy0Gq1LFmyZNItJGNhUoVAeZpSEKw1QOoD41oixmYJKiuvcazDTcx6eOggfOJ58AmH1nJ443Pw7y+ARTmqlWWZsrIyDhw4gF6vZ/v27URFRU2Z31tfXUDOxDbuGo3IyhXK6e3Z7DyMpsl/U+rrDuSgo0NMtHcIKlU3oBE43zy++QB2XJ0J2PsPE5IV5q/UELds4hv2XquJD6tOA3DzPOdbgYZjoEXo1KlTnD9/fsKFp1JnJcb/XYcl76+AgHb5oxiueQv0/qR9oPydpN4wNbMAjgoAAHobQDIDAoKH41mu8RAeHk5cXBxpaWkYjcZJecypwI9+9CPMZjNPPvmkq0O5apgVAVMEuw3opz/96VVlA8rPz6elpYVVq1ZN6QmYkyYEjv9B+bjs00p7z3EQFhaEXq+jt9dIXX2TY3cWRUi+Ax7OhG0/AFEL2f+GVz9DT1sjp06dIi8vj5UrV5KSkuIy689waBYrvdil3CJk88Q2OwlxUfj7eWM0msl3wRReX1sSyJFMAOCSTMB4JwXbcWUmoKFKIn2PPQugTvHuoZqzdFl6CfcIJEWl1qDjxW4R2rJlC62trRw6dGjcWQFr9UF6d61HaswAvT+GHf9Bn/xDBEGk8JyV6iIJrR5WbJ96ImBcAgCQu2xZAPdQBHHyvq/58+fj6+tLRkaGyzo+TTZ2W9BTTz3FuXPnXB3OVcHU3XVdZTz55JP4+fnxzW9+09WhTBrV1dUUFBSQmprqtP7xauJ0IdBcotQDAKz7yriX0YgiUZFzACgtG+fQK70HbPs+3P06ss4dCj6i98/X4SEY2bZtG6Ghk3Mi5ihC5BzwsdUFTLDFpygKLEpSRMUlF7TcHG8mQBOvtJGVaxqQO7pUjmowHeZuijuUjdLSgPFN9nZlJmDvK0YkKyxM1RCzWJ0M7PsVJwG4KXIt4hTpj+/l5cWGDRuIiYlxOCsgyzLm7N9g/PBWMDYhBCzD7ZajaCKv67t91/PKifWaG3R4eE+NzKCd8QoAAMleD+DEouChEASBlJQUTCbTVTVVd8WKFTz88MM89NBDV434cSVT49XpKqewsJBf//rX/OlPf7pqbEBtbW1kZmaSkpKCr6+vq8MZM04VAif/rBTnJmyH0KQJLWWvCygpq55Qu7meyI3krHoCs9YT/84ClqV/F1335LYfdITL6gIm0CrUTlxcJKIo0NjUSnPz5ExZtjOemgAAwdsTIVzJIlknIRuQ01yMjMxcj2AC3cb3t+yqTEBducTpD5WN8A0qZQHaTV0cqjkLTE5XIEcQBGFQVqCpaeRsoWxqw3TgDsxnfgyyhCbhHtxu+gjRO7rvmrOHLZRdlNC7w/X3Ta3s4EQEAAyYEeDkouCh0Gq1pKamUl1dTUmJ6zqVTTaPPfYY1dXV/P3vf3d1KDOeWRHgYmRZ5hvf+Ab33nsvK1eudHU4k4LRaCQ9PZ2EhATCwyf/hXWiOEUI9LTAmX8on6//2oSXi4wIQxRF2ts7aWl1fMrlQO+/OSxZGVTmEw71efDCtdAw8Q22s1CrOBiUKcLzbFmVS5Pce388cwLsTOa8gOwWez3A+LIAMCATMMn7xz1/NyJLsHidhqgkdQ5g9lVnYJLMJPhEMN83UpU11WZgVuDkyZPDZgWk5hx6d23CWr4bRD36dc+iX/8nBK173zVWi8zuF5QswLZP6/EJmDrbiokKAHD+jIDR8PDwYPXq1Vy4cEHV4u6pjIeHB8888wzf/e53aWlpcXU4M5qp89d6lfLee++RlpbGL37xC1eHMinIssyZM2fw9fUlMTHR1eGMG9WFwJl/KnMBQhdB3NYJx6fX64iYq5wGFxaVO3Rfo9FIWloaubm5rFixgpSUFHQRS+GBDyEoHtoq4C/XQlXmhON0BpoltnkBKtQFAMy3eewLisocK7SeIOOZGGxnMicH2+sBlo2zKBgGZAIm0Q5UU2olc7+6WQCA3eX9VqCpUjA/FENlBQZuuCxFb9D7/jbkjiIEzwgMN+5DO/9zg76n4++ZaaiS8fYX2PbpqZMFUEMAwMAZAc7vDDQcgYGBLF68mIyMDHp7x3EqMA257bbbWLFiBT/60Y9cHcqMZlYEuJCenh6+8Y1v8OSTTxIQEODqcCaFgoICuru7SU5OntJvkGNBVSFQrgwVIvlOZbKvCsxPVKZ15l0qwTpGb2VDQwMHDx5Eo9Gwbds2wsLC+m/0n6cIgfBk6G6Cv90MRYdUiVVN1KwLAJgXOQeDQU93dy9V1aPMXlCRCWUCbEPDrPmlTp0+Kssy52wiYMlERIALMgF7XjYhy7Bsk5bIRHWyAPU9LZyqvwDAzZFrVVnT2dizAlFRURw/fpzC/FyMJ7+F6cj9YOlGDN+G2y3H0ASvGHTf3m6ZPS8rv7zr79Pj5jE1XtPVEgDg+kyAnaioKIKDgzlz5sxVMVFYEAR+//vf8+KLL5KVleXqcGYssyLAhTz11FOEhIRw//33uzqUSaGpqYn8/HxWrlyJTjf1ukeMB9WEQLPN7xmsXnYkOiocD3c3unt6R50ZIMsyeXl5pKWlsWDBAlauXDl05x/PILh/N8RuAVMnvHI75LyjWsxqoHZdgEYjEh+n2Dom0xI03poAADEmAjQitHUi1zerG9gA6nqaaehtRSOILPKLHvc6k50JqC6yknXQlgVQ0cP+QWUaEjLLA+KJHGd3L1cgCAIJCQmsS03BI+PzWPOeB0C79DsYrvkvglvQkPc78LqJzlaZkEiBdTdPjdd0NQUADKgJmOTC4CsRBIGlS5fS09Nz1UwUTkxM5Jvf/CZf+cpXZouEncSsCHARRUVFPP300/zxj3+c0q0x1cJkMnHmzBmSkpLw8/NzdTiqMmEhIMtg67POBHzVg+ISRRbMV7IBF3OLhr2up6eH48ePU1VVxcaNG4mOjh45S2Pwhs/+GxbdBlYTvHEvpL+oWtxqoGZdAPRbgkpLqzBN0syAgRODHT34E/Q6xOgIwLmWIHs9QKJvJO7a8VtqJjsT8IHt9Dp5q5bwOPWaMdi7ArlyNsB4kSUznucexs94HqvowYWA79MR/VUEceifT1uTxIE3lJ/jzQ8Y0GhdnwVQXQD0NiG3K6+dgrd6r83jRafTsWrVKgoKCq6a+oAf/OAHVFZWzhYJO4mZv/ucgsiyzNe//nU++9nPXhXFwPaBYL6+vsTGuv6F1BlMSAh01iv1AIKoWG5UJMkmAqqq62ltG1wgXFdXx6FDh/Dw8GDz5s1j79SkNcCnX4JVn1d2qLsehoO/cny36iTUrgsIDvLHz9cbi9VKcUnlhNcbC/ZMgNkKvePQHX2WICdmL/rnA0zs79qeCXCbhMPkinwr545YEAR1O9mUd9ZxrrkIEYEbIlJVW3cykGUJ07EvYa34H2jccL/2LQKX3MnJkye5dOnSkPaTPS+bMPVC9EKRZZsmdyLyUKgtAACsFR+AbEUIWILoNTWKvH19fVm4cCFnzpy5KgaJeXp68swzz/C9731vtkjYCcyKABfw3nvvcerUqaumGLi4uJi2trYZUQcwEuMWAk22LIBvpLK5VhFvb8++7ja5ecV9X5ckiQsXLnD69GkWLVpESkoKWq2Db+SiBm75HWz5jvL//T+H/30PpkDaVu26AEEQmG/bVE/WzAAvQ395yLgsQbbJwZITB52VdSo1EokT7IIzmXMC7FmAlO1a5kSrlwXYbcsCrA1ZRNA4W6W6AlmWMad9B2vR6yBoMWz9B9o5G4mNjWXDhg1UVFRw8uTJywpS68olTr6vvL7d+pDB5a/rzhAAAJaydwHQRt2qynpqERMTg7+/P1lZWVdFfcDHPvYxkpOTZ4uEncCsCJhk7MXATz31FIGBga4Ox+m0tLSQm5s7vMd8hjEuIWC3AgU6J0uyKElZNy+/FIvFSnd3N8eOHaO+vp7Nmzczb94Esg+CADt+BDf9Uvn/yefgPw+AxaRC5BMJS926AIAE2xCumtpG2idhCJcogvc4B4YBaOyTg4sqkK3OEWYNPa0AhLj7T2idyZoTUJZrJee4BUGEG+5TT3DLssx75SeA6WcFMmf9HEvu84CAfuMLaCJv6LvNz8+PzZs3o9frOXToEA0NDQC894IyYG3xei1xy1ybBXCWAJBN7UhV+wHQRN2iyppqIQgCycnJdHR0UFQ0vNVzpiAIAs8+++xskbATmBUBk8xTTz1FcHDwVVEMbDabycjIYP78+VdN9yMYhxBosr2IO0kEREbMwcvLA6PRxLnsXA4fPoyPjw+bNm3C29tbnQdZ+yX45F9B1EL2v+HVzygWJxfSJwIuqCMCvDw9mGsbwpU/SQXC9qnB48kECOEhIApgNCG3Oz4rYizU97YCEOzmN6F1JisTsPcVxT6x6lotIZHqvf3ltZVT3FGNXtRxzdzpY/E0X/gDlnOKgNet+Q3auE8Nukan07FixQqSkpJIS0vjyAdlZB9VhNTOB117sOMsAQBgrdwDkgnBNwHBb2LDG52B/feSl5dHc7Pziv+nComJiTz88MOzRcIqMysCJpGrqRhYlmXOnj2Ll5cX8fHxrg5n0nFICDihKHggoiiQNF9Z+9z5SyQlJbF8+XL1p1Mv+xTc/Tro3KHgI3jpVuh23ZtTf11AsSp1AdBfIJxf6NzWm3Z8BxQHO4qgERF8lE2R3NKuYlQKsizToLYIcOKesq1J4sIpKwDX3KnuA9lnA2ydsxxvnYeqazsLS8E/MKd/HwBdyuPokh4c9lpBEIiKimLduvXs/6dy8p96g0ZVO5WjOFMAAFhLFSuQJupWl9udhiMgIIAFCxaQkZGByeTa7Otk8MMf/pDKykpeeeUVV4cyY5jZO9Epxje+8Q3uueceVq1a5epQnE5ZWRlNTU2kpKRM2RdQZzNmIdBkaw8aEOOUOCRJQrIoE6dMZglvbz+nPA4AidfC53aBux9UpMNfb4D2kduTOou+ugCjCanQsYFpwxETPRetVkN7exe1dU2qrDkSPhNoEwog+PsAILeqLwLazd2YJOU5HTxBD3yvTaM5MxOQsc+CLEH0IpHQKPU2r5IsTbuuQJayXZiOfwUA7aKvo136nTHdr/KCFy2VPmh0EoELz7pscJWzBYBs6cZatQ8AbdRtqq6tNnFxcfj4+HD27NkZXx/g6enJ7373u9lJwioyKwImiffee4+TJ0/yxBNPuDoUp9PW1kZOTg4rV67EYFC30HW6MaoQGNge1Al2IKPRyMmTJ+nsbCcqUhn8dXFAgbBTmJcKX9gLPuFQnwvPXwON6lhyHOGyuoAzF1RZU6fTEhujtN7MV6HgeDQmkgkAEPxsIsAJmQB7FsBX54lBM/6TdVl2fiZAlmXS9yh/e6nXq6s0MhvzqelpwkvrzuawZaqu7Qys1QcxHboPZAlNwmfRrfrFmA5qrBaZXS8ov6htn9ITNMfA4cOHJ30z5mwBAGCt3AeWbgSvKITAqf07tdcHtLS0UFpa6upwnM7HP/5xkpOTefzxx10dyoxgVgRMAiaTiYcffpgnnnhixhcDWywWMjIyiI+PJyho6AEzVxsjCoHeVuhtUz73j1b1cdvb2zly5Ag6nY6NGzeyZLEyiCy/sAyzSvaYYQlNUqYLB8VDWwW8cC1UZTr3MYdAuy4ZAMvhdGSVfKR2S1BRcQUWi1WVNYdDtUxAi/o1AQ09yuYv2N1vYuvYQhME8HOSk6ayQKKmREKrh+St6oqA92xZgGvnrpyQGJoMrA2nMe7/DEgmNFG3ol/37Jgztaf+Z6a+XMLTV2DHXW6kpKQQFxfH8ePHqaycnLa5kyEAAKxlU98KNBCDwcDKlSu5cOECbW1trg7HqdiLhP/617+Sk5Pj6nCmPbMiYBL4y1/+gpubG1/4whdcHYrTyc3NRafTMX/+fFeHMqUYVgjYuqug8wC9ejugmpoajh49yrx581i1ahVarZa54SH4+nphNlsoKFLHHjMi/vMUIRCeDN1N8LeboeiQ8x93AJrVS8DDDbm+GemiOl00wucE4+XlgclkprTcuVanvkzAOF0XfZkAJ9iB7EXBQYaJWYHylS6jzAtw3pyA9L3K39vidVo8vNXb1JklC3sq04CpbwWSWi5g/PDjYOlCDN+GfvOLww4CuxJjj8wHLylZgOvv1ePuKSAIAvHx8axatYpz585x8eJFp9pRJksAyFYj1oo9AGiip1Zr0JEIDAwkLi6OzMzMGV84m5iYyAMPPMAPf/hDV4cy7ZkVAU6ms7OTn/3sZzzxxBPqF2JOMZqamigrK7uq6wBGYkghYOxUbjSo1NZOlrl06RJnzpwhOTmZ+fPn9/0uBEFg4YI4QJkgPCn+Uc8guH83xG4BUye8cjvkvOP8x7UhGPRo16cAYDmYps6agkBivNKDP9/JMwPsIqCte3z3788EOM8ONNFMQH6t8jExdGLxDIfVInPmIyXzpbYV6ERdDq2mToIMvqQGL1R1bTWROkow7r0VTC2IwasxbHsNQTN2q+bBN020N8sEzRVYf8vlP8PQ0FA2bdpEdXU1aWlpjk9MHwOTJQAApOqDYG5H8JiDGDy96vfsh2/5+fkujsT5PPbYYxw4cIDjx4+7OpRpzawIcDK/+93viIuL45ZbplafYbWxWCxkZWWxYMECp75AT3euFAKWLpuf1jDxVp2SJHHu3DlKS0vZuHEj4eHhg66ZnxCFRiPS2NRKfcMkeXkN3vDZf8Oi28BqgjfuhdMvTc5jA9qtyvRWy/EsZKM6HTTsIqCiso7ubucVR/pM4UyAWp2BCuqVj4lhE4tnOC6mWelslfEOEFiwSt2DmPcqlNkAN0Smoh3jqfpkI3XXYNyzE7mnFsFvIYZr/oOgG/trdEeLxP5/KX83N3/BgFY3+IDH29ubzZs3I0kSx48fV3WS7WQKAOgfEKaZtxNBmF5bJFEUSU5OprCwcMbbgkJCQvjWt77F97///RlfEO1MptczfJrR0NDA008/zVNPPTXjT8Zzc3MxGAzExcW5OpQpz0AhkJedoXxxgiLAarVy+vRpmpub2bRpE76+Q1s03NwMxMUo010v5k3ikBmtAT79Eqz6vFIJuuthuLRnUh5aTIpFCA2Enl6sadmqrOnn501oSACyLDvVWuWrWk2A80RAyARFgD0TkBAysXiGw14QvHKHFo1Wvdfhbksv+6vOALAzcmpagWRjM8a9tyJ3liJ4x+J23S4Eg2MzW/b83YSxB+bNF1m+ZfjBYDqdjjVr1uDl5cXRo0fp6pr4nJDJFgCyZMZa/j4wvaxAA/Hz8yM+Pv6qsAU98sgj5OXl8f7777s6lGnLrAhwIk888QQbN25k06ZNrg7FqdhtQMnJyTNe7KiFXQjoJOWIV9KP/83NbDZz8uRJTCYTGzZswN3dfcTrF9omCBcVVWBU6WR8TIgauOV3/ULg3w/2D0pzIoIoot2yGlDPEgSQGB8NONcS5DOBicEwUASofyponxY8lTMBXe0yOScUK9Bqla1AB2uy6LYaifQMYWnA1Dv8kM2dGPd9Arn1IoJ7GIbrdiF4OPZDrq+UOL5LEVG3PGRAFEd+fRdFkRUrVhAaGsrRo0cndBo92QIAQKo9BsZmMAQihq53+uM5i8REWxOIGW4L8vHx4bHHHuPRRx/FanVuk4aZyqwIcBJlZWU899xzPPnkk64OxanYbUBJSUmzNiAH0Wg0JNjadrZ0mcblpe3p6eHYsWNotVrWrl2LXj96d5LQkEACA3yxWK1cmqTJt30IAtz0K4hcrXRGeu3uSZksrN2qiADr2VykZnU2xHGxkYiiSFNzG41NraqseSW+tlrxcWcCbHYguntVs0LZUWNasCRBga0w2BmZgMz9ZqwWmBsvMjdOZStQuWIFuily7ZQ7/JCtRoz7P4PUcBoMARiu24XoHe3wOrtfMCJZYeEaDYkpw2cBBiIIAosXLyYuLo5jx47R0NDg8OO6QgAAWEvfAUATtRNBHNv3OxURRZGUlBQKCwtpbW11dThO5aGHHqKzs5NXX33V1aFMS2ZFgJN4/PHHuf3221m6dKmrQ3EqdhtQbKxzpt3OdETbEC9J5zn6ZOEr6Ozs5OjRo/j5+bF69Wq02rG/SU96gfBAtHq44x/gFQp1F+C/X1UyA05EnBOCuCAWJBnrkdOqrOnmpid63hwA8p0kpiaaCcDTHXTK80LtugA1CoMrW6DXDFoNRDuho7C9K9Dq69TNArSaOjlWq1jLdk6xrkCyZMF0+HNINYdA64nhmrcR/R0vWi69aOXsYQuCALc86Ni8F0EQSEhIYPHixaSlpVFdPfYuWq4SALJkxVL+HgDaqOlpBRqIr68v8fHxZGVlzWhbkMFg4Gc/+xmPP/64qrUoVwuzIsAJ5OTk8Oabb/Kzn/3M1aE4lcbGxlkb0ETpVTZmgeHRo08WHkBLSwtHjx4lIiKC5cuXI4qO/SknxM9Dq9XQ2tZBTW3juEKfED5z4DOvgKiF82/BiT86/SHt2QDLwXTH7mi1wP8ehczBJ02JtpkBBUVlTnmjnXAmQBAQ/JX6EDXrArotvXRZFCvbRGoC7FmAuGBFCKhJXZmVslwJUQMrdqh7qvth5WnMspUFvvOI95mr6toTQZYlTCe+hrVsF4h6DNtfRxO8chzryLz7nLKhWn2dlvBxZlGioqJYuXIlmZmZlJSUjOlxXSEAAKTaI9BTD3pfxDmbJ+1xnYndFnTp0iUXR+Jc7rzzTnx8fHjuuedcHcq0Y1YEOIEf/OAHPPjgg8TExLg6FKcxawNSCZPSIlR09x15svAA6uvrOX78OImJiSxcuHBcAkyv15Fg63BzMXcSC4QHEr0WbrTZ5fb+CIqPOvXhtBtWgFaLVFqFtcSB4UZVZxSR8vaXYPd3QOr3nkZGhuHmZqCnx0hFVZ3qMfdlAibQgMgZxcH2LIC7xoCnduQalJGwzwhIcEJ70PS9Si1A0moNPgHqvtXZuwJNpdkAsixjPv0DrAX/AEFEv+XvaMK3jmutCyetFJ2zotPDjfdPbOp7WFgY69atIzc3l7y8vGEzj64UAADmc08DoI39FMIUH/o2Vuy2oKKiohltC9JoNDz55JP8/Oc/p71d/SYIM5lZEaAyx44d4+DBgzN+iMXFixdxc3ObtQFNlF7buFS918iThW1UV1eTnp7O8uXLJ9yJadEC5XdXXFpJT4/z2lyOSOqDsPwzysb6jXuhrcppDyV4eSjDw3CwQNg4YNruqefhtTv76hg0okhC3DwA8vNL1Qq1D3t3oI5exT8/HpzRJrS/KNh3QllAuwhQe0aAZJU5/aFzrEC13U2cbsgD4KbINaquPREs536F5cIfANCv/zPaqJ3jWsdqkdn1vJIF2Hy7Hv+QiW8TAgIC2LBhA2VlZeTk5AwSAq4WANba40omQNShXfLIpD62sxloC5rJxbM33ngjSUlJ/OY3v3F1KNOKWRGgIrIs8/3vf59vf/vbhIQ4qd/dFKCxsZHy8vJZG5AamGwbTNuwsJGEQHV1NZmZmaxYsYKIiIgJP3RQkD8hwQFIkkyeEzawY0IQ4JZnYM5S6GqEf90NFuf5Ou0zA6yHTyOP9Q3RbBNIHgFKq9O8D+CvN0KH0tsyMUHJqJSWV6vebck+J0CWoXOcPxbBX2k/q2omwKgUV0+4M5CTREBBlpXWBhl3L2VKsJr8rzINGZkVgYmEezihkGEcmC8+hznr/wGgW/1LtAl3jXut9L1makslPHxgx53qnYj7+PiwYcMGampqOH/+fJ8QcLUAADCfVTKS2oR7EL0iJ/3xnU1iYiKCIMzobkGCIPDUU0/x29/+lro69bOyM5VZEaAiu3fvJj8/n0cemVknCQOZtQGpjP2U2eDT96WhhEBVVRWZmZmsXLmSOXPmqPbwC5NcWCBsR+8Bd/wT3P2g8gzs/q7THkqTshB8vJBbO7CezRvbncw2Q37oYvj8bvAIhOoseG471F0kKNCPAH8frFaJIkdsRmPATQc6mx17wrMCnJEJmOi0YCfZgdJsswFStunQGdQ9qNhdPrWsQJaiNzCnfRsA7fLvo1v0lXGvZeqV+d+LipC99m4DHt7q/uw8PT3ZsGEDdXV1ZGdnI0mSywWAte6kUkQtaNEu+dakP/5kYB8iNtNtQevWrWPbtm38/Oc/d3Uo04ZZEaASVquVRx99lMceewxv74lPf52qFBQUoNfrZ21AamFUagLsmQA7A4XA4cOHycrKYtWqVYSFqdtMPS42Ar1eR0dnNyWlzrPijEpANHzqRSUzkPESZPzdKQ8jaDVoNymFkmO2BNkKYNG5wbxU+OJ+CIqHtgp44VqEooN9BcJqzwwQhAFTgyfYJtQZNQETyQSYLVBiq0lXMxPQ2y2TfdQ5swGKO6q50FqKVtBwfUSqqmuPB0v5/zAdfRAAbdJD6JZPzIZ66N8m2hplAsIENn5M3Z+dHQ8PD9avX099fT2HDx+moqLCZQIAwHz2KQA0CXcjeke5JIbJwNfXl7i4OLKzs2f0hN0nnniCv/71rxQXF7s6lGnBrAhQiVdffZWuri6++MUvujoUp9HZ2UlRURFLly6dtQGpRZ8IGCwcNRoNERERdHV14eHhQUCAY5M+x4JOq2XJongATmdeQJJc+OaQsAO2/0j5/L1vQWWGUx6mzxKUlo3cNYadtT0ToLPtxgNj4cGPIGodGNvhldtJ6EpDEKC2rom2tk5V452KU4PVmBZc2gQWK7jrIXz8ywzi3GELpl4IiRSIXqjuW9z75ScBWB+6mIAJTvmeKNaaI5gO3QOyFU3cHehSfzWh1+XOVomP/qVkAW76ggGd3nmv8e7u7oSEhNDR0UFgYCCenp5Oe6yRsNanI1XvB0GLbum3XRLDZJKQkEBvby/l5c6bcu5qFi1axGc+8xkef/xxV4cyLZgVASpgsVj46U9/ys9+9jMMhol1UpiqyLLM+fPniYyMxN/f39XhzByMl9cEDKSqqors7GxSU1Nxc3NzeI7AWFm6OBG9XkdLSztFxRWqr+8Qmx6BpJvBaoLX7oFOxwcNjYYYF4kQGQYmM5YTWaPfwZ4J0Lr1f80jAD73Liz7FEgWPN//KhEGZfOfX6juzIAJTw12RmGwCpmAfKWkgoQQcLDD7YjYrUCrrtOpelghyzK7KxQR4GorkLUxE+P+T4PViCbyJvQb/oQgTOyHuPcfJnq7ICJBZMV25w3KstcA1NbWsm7dOlpbW112Ot2XBYi/c1zD1KYbWq2WxYsXc/HiRUymSZwWP8n89Kc/5a233iI3N9fVoUx5ZkWACrz55psA3HHHHS6OxHnU1tbS2tpKUlKSq0OZWQxREwBKEfBAC9BY24eOB4NBz7Il8wHIyLzg2sEyogifeA6CEqC9Ct64T+nTryKCIPRlA8ZkCboyE2BHa4Db/wJblBqGxApljkB+QamqG5oJzwroywR0qBZX/7Tg8R8IFNQrH9W0AjXVSBSetSIIsOpade0sOS0llHbW4qbRsz18haprO4LUmofxw9vA3IEYtgn9lr8jiBP7XhurJY69o7yu3PqQAVF0ThbgyiLgoKCgPmvQwGLhycDakIFU9SEImqsiC2Bnzpw5+Pn5zegN8rx587j77rv55S9/6epQpjyzImCCSJLEk08+yXe+850xT2ydblitVnJycli4cCF6/czonzxlGCITUFtb21cEHBqq7JDG0j50IixZFI+bQU9beyf5hS5OFbv5wJ2vgd4LSo7Chz9W/SG0m1eBICBdKESqG2VYmnlATcCVCALseAxufIro7rPopF46OrtVHcBmzwS0do/v/vZMABYLjMX+NAbUKAzuywSoKALsbUETkjUEhKr79rbbNhtg25wUPLVDPBcmAamzHOPeW8HYjBiUgmHHGwgqxLL7L0asFliwSsP8lc55HxuuC5C9RqC2tpYLFy5MmhDoywLEfQbR5+qpcRMEgSVLllBRUTGji4S/+93v8vrrr1NW5pxp7jOFWREwQd5//30aGxu57777XB2K07AXA8+bN8/VocwsLEbF9gJ9NQGNjY1kZGSQkpIyqAjYmUJAr9exfNkCAM5kXcTq6jHzIfOVjADA8WeVqcIqIgb5Iy5Vsh+WQ6dHvthi2ziPNBRrzRfRBUQQ16VMI1azQDgqUPlYNE5nlKDXgacSuxp1ASbJQoutte2E7EAqtweVZZnTe50zG8AqS/yvQska3TxvraprjxW5pw7jnp3I3VUIvvMxXPM2gm7idQnleVYyD1iUbr1fdI6ddbQ2oHYhUFlZSUFBgVNiGIjUmIVUuQcEEd3S7zj98aYaXl5exMbGzugi4YSEBG699VZ+/etfuzqUKc2sCJgAsizz5JNP8s1vfhM3N9ecDDmbrq4uCgsLZ4uBnYFxQAGp3ov29nbS09NZvHgx4eHhQ97FmUJg0cI43N0NdHR0cclVcwMGsugWpUYA4O2vQN1FVZfXbl0NKJagEd8I7XMLtCNskEQNbHyExE7FM15UUonZoo6NaaHtqXCxevxrqFkc3NSrzAjQChr89OMv6CxQuT1oyQWJhioZvTss26Tuafbphjzqe1vw1XmyMWyZqmuPBdnYSu+HtyF3FCF4zcNw3S4Et4nPKJBlmXefU57fK3ZoiUjQTHjNoR5jLG1APT09Wbt2LQUFBU4/ve3LAsR+CtE33qmPNVVJTEyc8UXC3//+9/nb3/5GfX29q0OZssyKgAlw5MgRcnNzeeihh1wdilOYLQZ2MnYrkM6DbqOJEydOEBcXR3R09Ih3c5YQ0Gm1JC9Taj7OZF3EYpkC0yV3/AjitoK5W5nUa7OhqIF2zTJw0yPXNCBdKhn+wuFqAq5k+WeY49aDt7kBs9lCaekEdu0DUEUEqFgcbC8KDnLzRRxnMWqPCcqblc8TVep6m24rCF6+SYvBQ+XZADYr0HURq9GLk2v7lC3dGD/6JHLzeXAPwXDde4iec1VZOzfNSkGWFY0Obv6C+lkARweB+fr6kpqayvnz56mpqVE9HgCp6RzWiveVLMAy580kmepcDUXCycnJbN68mf/7v/9zdShTllkRMAGefPJJvvKVr+Dj4zP6xdOQ2tpaWlpaZouBnYVJyQTIek9OnDhBeHg4iYmJY7qrs4TAwgWxeHq409XVQ+6lKdBnWdQo8wP85kFTMfznQVDJqiS4u6FdmwyMUiA8Uk3AQLR6hA1fI7FLyQbkF4wgLBzALgJKm6B73FOD1csE1KvQGajIdjDn5wFBKrSHNxllsg7arEAqzwYwWc3srVRsXjdHTq4VSLaaMB64C6n+JOj9cLt2F6JPnCprm4wyb/9ReUJt/riOgDB1twPjnQQcFBRESkoKZ86coampSdWYYEAWIOZ2RN+xvd7OVOxFwnl5YxycOA159NFH+eMf/0h7u3rd0WYSsyJgnGRmZnL06FG+8Y1vuDoUp2AvBk5KSpotBnYWNguKyWzF19eXJUuWOGS5coYQ0Go1pCQroi/rbJ5qlpYJ4RkId/5TadF5aQ8c+pVqS/dZgo6eQR7u5zeWmgA7K+8l0aq8oVZW1dGlQiFusDcEeilPl0u1/V+3SsqE4t7eMSgDP8U73lNTR01NDZWVlZSXl1NWVkZpaSnFxcUUFRX1DdgpKSmhuLiYkpISysrKKC8vp6KigurqakoblanIQQbfcX9PAycFq+EyzDluoacT/EMF4pera2k5UpdNu7mbUHd/VgYvUHXtkZAlK6YjX0Cq2gdaDww7/oMYsFi19d97wUh9uYRPoMC196ibBRivALATHh7O4sWLSUtLU3XzJjXnYC1/DxCu6iyAHXuRcHl5+YwtEt64cSOLFy/mz3/+s6tDmZLMzHY2k8BTTz3FF77wBYKDg10dilOwFwNHRc3cCYquRpJlREBAJiUlZVw1F3YhkJaWxqlTp1izZg063cROQhckxnD2XB4dnd1cvFjEMlsBrUsJXw63/A7e/hIcfBLmLof51094WXFxIkKgH3JTK9bTOWjXJQ++yJ4JGKkmwI7OHd+1dxKWXUCtWwIFhaUsXzbxTNrCOXC0AC7WQLLtT7KoqIIDh9Px8/Vm6+YUrBYLvb29GI1Gent7+/4ZjUbCaqpIABqLSijLC0OnU3ro2/+JonjZ86+lpQVQNnOSJCHLMrIsY7VaOd92CYDu+jbef/993NzcBv0zGAyX/f/KzmlqFwXbrUCrrtWp3t7SPiDsxog1aCbYi3+syLKM+eTDWEvfBlGHYdtraELXqLZ+fqaFw/9RfmZ3fs8ND2915ylMRADYiY6Oxmg0cvLkSTZu3IiHh8eEYzOffRIATczHEf0mT9BNZQYWCW/cuHHG1f4JgsCjjz7K/fffz9e//nXc3cdwmHMVMSsCxsGlS5fYtWsX+fn5rg7FKdiLgdevXz/jXhCmCrIsk3spn0WATqdF0Iz/9FJtIaDRiKxIXsihoxlkZeexMCkOnW4KvFSk3AVVmZD2F/j3A/ClQxA4MWuEoBHRblmN+a0PsRxMG1oEeNt2qvVjTJmvvp/E0/dT65bApZwcli1dMOG/o6RwmaMFAmmXOkj2qaCtrY3ScsVT09rWwd59x4kM98Pd3R03Nzfc3d3x8/Pr35QLnsgZBczx8CZ269ZhH8dsNlNTU0NKSsqwz6GPzhRCCaTEL2ZD1IbLxEZvby9NTU2X/V+SJLRaLd7e3vj5+eHr68uFijmAXhUR0N4kkXtaqV9RuytQp7mHAzWZwOQOCDOf+TGW/JdAENFv+huauTtUW7unU+bVJxVhu/4WHQtT1fvbVksA2LEXr548eZINGzZMaBin1HIBa9m7KFmA700orplGYmIilZWVVFRUzMgugDfeeCOhoaG89NJLfPnLX3Z1OFOKKfDOPv341a9+xR133DEj/1gALl68SERExGwxsBO5cOEC7W1KlxVBnrjHXW0hkJgQRea5PNrbOzl/oYCU5VOkLuSGJ6EmG8rT4LW74Iv7YQIdaoA+EWA9cwG5rQPB94q2i/Hb4ezrULAPrvvp6Au6+RC3JIXjZWZaenQ0NrYQHBww5nhkWaa7u5u2tjZaW1tpbW1FaPUDFpJZ0otxqZGwsDA6uiTaOpRq4e4eC77+YcP+niwhQRhRpybAXhg8xysIX19ffH2HtwXJsozZbKanp4f29nZaW1upqKggs8gLCMTSnMu5cyb8/Pzw8/PD29sb0cHxwRkfWZAliF4oEhKp7kn9/uoz9FpNRHuFscgvWtW1h8Oc/Vss538LgH7d79HGfFzV9d96tpeWepmguQK3fUk9G5DaAgCUU9ylS5eSkZFBWloa69atG/c8HvNZZXCUJvo2RP+FE45tJqHValm0aBHnz58nPDx8xs08EgSB73//+/zgBz/gwQcfnHHf30SYrQlwkMrKSl599VW+972ZeZLQ2tpKXV0d8+dPAQvIDMXusV62PMX2FXX6NKtZIyCKIiuTlTfKc+cvYTSpO5xs3Gj18JlXwCtUaRn636/21VaMF3HeHMT4eWCVsBw9M/iChB2Kcb02B9rH1qLHsOFBonuzAbh0+uiI13Z1dVFVVcWFCxc4fvw4H3zwAfv37yc/Px+TycScOXO4LjUSgAZTMMnJycTExCDZvu3QEGWQQHpGDmUVQ3dUEf3V6w7kSGGwIAjo9Xp8fX2JjIxkyZIlbNiwgSazIopSk/zRaDRUVFRw7Ngx3n//fQ4fPsy5c+coKyujtbV1xPatsiz3WYHULggG2F2hWIF2zls3KVlRy6UXMZ95HADdyp+jTbxP1fXPHTGTvseCIMLdj7qp1kXJGQLAjiAIpKSkIIoiWVlZ4+prLzVmYS39L8BsFmAYwsPDcXd376sLmml88pOfRBRFXn/9dVeHMqWYFQEO8pvf/IabbrqJBQtmpp/w4sWLxMTEzPrmnERTUxPnz59n1apVeHraTrBVyATYUVMIxMfNw9/PG6PRTPb5KWR985mjCAFRqwwRO/HHCS+p3ZoKDNMlyDMQ5toEW8H+sS3oEUhihB8AhVVtWK397VYlSaKpqYkLFy6wf/9+9u/fT0FBAWazmblz57J27VpuuukmtmzZwvLly4mJiWF1opKdKGoAo+1X2tOjFAQvW5LIwgXKxNP9B9NobesYFE7f1OD2LuQJtn7tmxY8zu5Abd1Q165sPjcuDWPx4sVs2LCBG2+8ka1btxIXF4dGo6GyspLjx4+zZ88eMjMzqa6uxnJFoXplgUR1sYRWDynb1BUBzcZ2jtedB+CmSegKZK3ch+mE0mhCu/Tb6JY8rOr6HS0Sb/xGec5sv0NP7BJ1TkOdKQDsaDQaVq1aRUtLi8M2XNlqwnjsIUBGE/tJVYurZxKCILBw4UIKCgpmZMtQrVbLd7/7XZ566ikkVw/DnELMigAHaGxs5IUXXuDRRx91dShOob6+ntbWVhISElwdyoyku7ub9PR0Fi1apBSU208WVR7YqJYQEEWBlSmLADifk09v7xR6Y4heCzcqRX7s/REUj3zaPhrajStAIyIVliOVD3GanmDzZOfvG/Oakdvuxd3aRq/gTmn6Pqqrq8nMzGTv3r2kp6djNBpJSkrixhtv7NvwR0dH4++vnI4PJNwPfNzBKvUP2erpUXzd7u5urF+bTGhIICaTmb37jmO6MnPj7QmiCLKMPIRIGCtWWaLJqNjYQtz9xrVGga09aKiP8j3ZEQQBLy8vIiIiWLx4MevXr+fGG29k9erVGAwGcnNz+eCDDzh58iQlJSX09PRw+kPl+1y8TqtqcSvAnsp0rLLEYv8YYrznqLr2lcjdtRiPPgDIaBLuRZfyY3XXl2Ve/7WRzlaZ8DiRG+5Tp+PbZAgAOwaDgdTUVAoKChyaIWA+9xRyywVwC0Kfql5nsZlIcHAw/v7+kzK12RXce++9NDU1sXv3bleHMmWYFQEO8Oyzz7Ju3TpWrlzp6lBUx/5inpCQMNsS1AlYLBbS09MJDw8fMAzMLgLUP5VQSwjExkQQGOCLyWzh3PlLKkc5QVIfhOWfAckKb9wLbVXjXkrw9UazQhE8lkPpgy9IvEb5WHQQrGNrm9qr82WeXpmIdTErk9zcXAwGA6tXr+b6668nJSVlzP5bQVA6BIHSIQigu08EGNBoRK7dsRYPDzdaWjs4cDj9MtuEoBH7ah0mYglqMXZglSUEBALH2SK0wIHOQIIgEBgYyKJFi9i+fTtbt24lODiYqqoq9u75iJP/6wZg0UbjuGwiI7G7XBkQ5uzZALIsKQKgtxHBfzH6Nb9R3XqU9oGF88csaLRwzw/d0Oknvv5kCgA7vr6+pKSkkJmZOabWoVLjWSzZvwFAv/Z3CG4zs5ufmixcuLBPZM803NzceOSRR3jiiSdUf72YrsyKgDHS1dXFs88+O2OzANXV1RiNRmJjY10dyoxDlmWysrLQarWXzwKwtxt0gggAdYSAIAistG2Oz18o6LOgTAkEAW55BuYsha5G+NfdYBl/fH2WoEPpyNYrfidzV4BHAPS2QcUQIgHl99zS0kJubi4HDx7ko48+QhOidC+q0UWzPsaLRYsWERgYOK5N3sDJwWazpW+is4e7MsTM08Od63asQxRFSsuquXCx6LL7qzEwzF4UHGDwRiuOr6NVvm3WQcI4OgN5eXkRHx/Phg0biArYgbFLh5uXhfruE3z44YecO3eOurq6y+xX46Gqq5EzTfkICNwYqV5rzqGwnH8GqfqgMgtgy8sI2lGG0jlIU43EW88qgvHG+/XMjZv4HAVXCAA74eHhxMXFkZaWhtE4/N+7YgP6IshWNNEfRxv9sUmLcTrj5+dHWFjYjB0g9tBDD3Hp0iWOHDni6lCmBLMiYIy89tprREZGsnWE9nrTFUmSyM3NZf78+YNsCLNMnPz8fFpbW1m1atXlnU9k+0bFeScSagiB6HnhBAf5Y7FYOZs9xd4Y9B5wxz/B3R8qz8Du74x7Kc2qxeDpjtzUipRzhe9Y1ED8NuXzgo8uu6m7u5u8vDz27dvHiRMn6OrqIiEhgeuvv55NN32CQE0HkqCj6Oi7444NLhcBPbYBYRqNeFn71tCQQFbZRFtJ2eWZEcF/4pmAhmGKgq2F5fQ8/CSWtHOjrqHWjIBMW3nGmhvcuenm60lOTkYQBM6dO8cHH3zA2bNnaWlpGdeJ3/u2guDVwUmEuo+9s5OjWBtOY878GQD61KdV710vSTKvPtWLsRtiFots//TEs7yuFAB25s+fj6+vLxkZGcP6u83nftlvA1r7m0mOcHqzYMECKisr6egYv3VwquLt7c0XvvAF/vCHP7g6lCnBrAgYA7Is8+yzz/K1r31tRvbNLy8vRxCEGdvy1JVUV1dTWFjY52u+jHLbiXKQc0fXT1QICILQt7HMuVhIV/cUSxMHRMOnXlQyAxkvw+mXx7WMoNMptQGA5eAQp/0D6gIkSaKmpoZTp07x0Ucf0draypIlS7jhhhtYuXIlERERfba6xCSl09alTh+ovTCu2ACSbHag3JrL6wGufE2KjAgDoKGh+XJLkJ96mYCBIkCWZUzPvY5UUollz7FR17DXBIwnE2Cnq10m54Riy0q9XocoioSEhLB06VKuueaavhknJ06c4NChQxQXFzv0vO/vCuQ8K5BsasN06D6QLWhiPoEm4bOqP8bh/5gpPGtF7w53/8AdUTOx96+pIACgv2OQyWQiJydn0O2KDejXwKwNaDx4eXkxb948cnNzXR2KU/jyl7/Mrl27qKiocHUoLmdWBIyBo0ePUllZyZ133unqUFTHYrGQl5dHUlKSw/25ZxmZ9vZ2srKySE5OHrqX+qW9ysf51zo9lokKgciIMEJDArFaJbLOTrFsAEDCdtihtFZk97ehMmNcy/RZgk5mIds22v2PYRMBNec4tPtNzp8/j7+/P9dccw1r1qxhzpw5Q/4NJSxdgYBEvSGO1oPPjSsu6M8EXKqF9q7+eoArCfD3QavRYDJbLusUpIodyN4ZaEBRsDUtG6mgDACpdOS6DFnutwNNJBOQecCM1Qxz40Xmxl+evRQEAX9/f5YtW8Z1111HbGwslZWV7NmzhzNnztDU1DRidqCgrZJLbeXoBA3Xzl09/iBHQJZlTCe+jtxZhuAVhX7d71U/YKoptfLeX5SM0ce+bCB47sRe36eKALCj1WpJTU2lqqqK0tLSvq/P2oDUYf78+dTX19Pc3OzqUFQnJiaG6667jueff97Vobic2V3fGHj22We5//77VRlbPtUoLi7G3d2dOXOc2/3iasNsNpOenk58fDzh4eGDL7CaofCA8nmi80UATEwICILA6pVKa72LecV0dHY7K8zxs+kRWLgTrCZ47R7obHB4CXF+DMKcYOg1YTmlWFtkWaaxsZG0CyW0esYAsNKnhWuuuYb58+eP2k7Xw8ONyBDFinOpugOaika8fjjmBYCHHsxWyK9RLBAeboP946IoEhTkB0B9Q/8beF8mQAU7UIgtEyBbJUyvvtd3u9zchtzeOez9GzuhrUdJ2sSFjDsM0vfaZgOMMiFYq9USFRXFpk2b2Lx5M3q9nlOnTnH48GHKy8uHrB2wZwE2hi3Dd4KD6IbDWvAK1pK3QNCg3/wSgn58RdbDrm+R+ccverGYIGm1hnU7J9Y+daoJADseHh6sXr2anJwcWlpagFkbkFq4ubkRFxdHbm7ujCyi/drXvsYLL7xAb2/v6BfPYGZFwChUVlaya9cuvvSlL7k6FNUxmUwUFBSwcOHCGWlzchWyLHPu3Dk8PDxITBzG6lN2Cozt4BmkFJ1OEhMRAnPDQwifE4wkSWSenYJpYkGAj/8ZghKgvQreuG/MnXz6lxD6swEH0igrK+PQoUOkp6fj5eWF5/LbAPCpTXPobyZx8RIACjzXIB/+nUMx2RHFAZYg28wyd/ehi0hDbBOKGxpa+r6mZmGw3Q5kOXIaubwGvDwQApSNrD0b0N0hI1kv3zzYswCR/uA+Tnt6XblE2UUJUQMrdoy9172Pjw9LlizhuuuuIyoqioKCAvbt20deXl7fRkCWZXZXKF2Bds5bN74AR0FqzcOUptSu6FIeRxOifrZh7ysmKvMlPLzhzu8Ntow5wlQVAHYCAwNZsGABGRkZmGozZm1AKhIfH097ezv19fWuDkV1tm/fTkBAAP/+979dHYpLmRUBo/Dcc8/1pZRnGgUFBQQEBCg962dRjbKyMhobG1mxYsXwb775NitQwg5ldzeJTEQIrFqhZAMuXSqhfYQTX5fh5gN3vgZ6Lyg5Ch863m9dXrccAGv2JSrOnicmJoZrr72WRYsWoVt0o3JR0QGHBEb0vHD0WoFObSDVeZnQWulwXNBvCcqvVywwQ9mBoF8EXJYJ6JsaPP5iv4HTgmWzBfO/3gdA9/FrEBOiAUUEpO8188PbOnnpp5efsvUVBYeNO4S+CcFJqzX4BDj+t6PVaomJiWHbtm0kJyfT0tLCvn37OHPmDCcqsqnsasBDY2DrnOTxBzkMsqUX46H7wNKNGL4V7ZJvqv4YZblWPvynMtPjU4+44Rs0/teXqS4A7MTFxeHtaaDzwOdtNqCPzdqAVECn05GQkMDFixdnXDZAFEW++tWv8uyzz7o6FJcyKwJGwGg08sILL/DVr37V1aGoTk9PDyUlJSQlJbk6lBlFe3s7OTk5rFixYnAh8EDyP1Q+zr9ucgK7gvEKgTlhQUTMDUWSZTKyLjo5ynESMh8+YfPeH39WmSo8BiwWC/n5+XyUnUlnZAgCsNqiJzo6ur+X/9wV4OYHPa1QdWbMIWm1GuLiFSvRJY/VcOz/xv79DMAuAgobFXvHcJmAYJsIaGxqxWprd6pmYXCQmx+WfSeQ65oQ/H3Q3bwFMWYuAIf3ufHPJ3qxWqA893K7jSMzAoZCssp9A8JGswKNhiAIhIaGsnbtWrZs2YJWq+WFjLcB2Bq6HHftCH+/48Sc8UPklhxwC8Kw8S8IgrpvwaZemX880YtkhZRt2glNUZ4uAgCU3+Uy3QHcjMVIOn/0a3/r6pBmDDExMZjNZqqqxj+HZary2c9+ltzcXNLTh277fDUwKwJG4D//+Q/+/v7s2LHD1aGoTlFRESEhIfj5+bk6lBmDxWLh9OnTxMfHj5xdaSmD+rzL2066gPEKAXs2IL+gjLr6JmeGOH4W3aLUCAC8/ZURu/JIkkRpaSkfffQRNTU1rF69moBbleFgloNpl5+AabT9vzO7kBsj8xOiACj2WIH5zOvjqlmw24HKWpXNv8cwmQAfb08MBj2SJNHU3Ar0ZwLo6UXudXyegizL/YXBggfmNz8AQPepGxAMeoSouXzYcy27spf03aer4wo7kE0EjLczUMFZK60NMu5eypRgtfD29mbu/GiyKAdgXoMHOTk5mEzqTcm2lO3GkqsUIho2voDgMYF0yDC894KR+nIJn0CBT35z/PMGppMAAKUbkHxBsdldcL+XduPswEu10Gg0JCYmkp+fP+OyAT4+Ptx777388Y9/dHUoLmNWBIzA888/z0MPPTTjuuaYTCZKS0tJSEhwdSgziuzsbAwGA/Pnzx/lQtvJdGSq0t/ehYxHCISGBDDfZv04ejwTSZqibww7fgRxW8HcDa/dqZzeD0CWZaqqqjhw4ACFhYUsXbqUTZs2ERwcjHZdMuh1yBW1SEVXtJGzTw/Ov3xewGiEhgTi4+OFRXSjRL8QTjj+xmPPBFR0eCDJw2cCBEEYbAlydwODsjkaTzagw9yNUVKeH34Hs5Fb2hFCA9Fesw7JKvPW/igOGhWBtP0zygbd1ANmU//zY6IzAuxWoJRtOnQGdeuY/l6wB6NkZnlAPPdt/gQdHR3s27ePS5cuYbE4VltyJVJXFabjXwZAu+hraCLUbwZw6YyFw28pP587v+eGp8/4fj7TTQAo3YAe6rMB+S2+h9OnT497Svosg4mMjMRkMlFXV+fqUFTnoYce4s0335yRXZDGwsza3arIhQsXOH36NPfee6+rQ1Gd4uJiAgIC8Pd37QZ0JlFeXk5dXd3IdQAAFhOcsrUlW3HP5AQ3CuMRAmtWL0Gv19HY1MrF3PF1u3E6ogY+/SL4zYPmEvjPA2AbLFRfX8/hw4fJyckhPj6ebdu2ER4e3ve7Ezzd0aQuBZRswGUkbFc+Vmc5dJovCEJfNuCS1zpI+wv0tIxyr8uJCQKDFsyShiaj57AiAAbXBQiCMKAuwHERYLcCeWvd0fz3IAC6O27Cioa//79eTnykRUDiNve3uenGtr6B2N22bIAkQeEEZgT0dsucO6JsxidqBbqSDnM3rxUpou6BBTvx8/Nj7dq1pKamUltby0cffURJScmwg6lGQpasmA5/HozNiIHJ6Fb8VNXYQfkZv/qkUn+x/hYdC1PHlyWZbgIA7N2AcsAQiH7tb0lMTMTd3Z3s7OwZd3LtKjQaDXFxcTMyG7B48WJWrlzJK6+84upQXMKsCBiG559/nk9+8pMEBDhvWqQrsFgsFBcXz2YBVKSjo4Ps7GxSUlJGbRdJztvQUQPeYbD0k5MT4BhwVAi4u7uRulKxfaSfyaG7e4q2WfMIhDv/CVo3uLSX7qN/5sSJE2RkZDB37ly2b99OdHT0kNm+vi5BRzKQLQO87d5hMEcRCFdODx6NhHhFBFS5JdFp0cKpFxy6v1YD88OUN+HaHp9hC4MBQoIVkX9Zh6AJ1AXYi4KDTFro7EaYNwftplWcfN9M1kELGi3cGb+fVEM6lFfh4a0Iqq42Jd6qVugxKd9DdKDDD8+5wxZMvRAcIRC9SN23rn8VfUSnpYd4n7lsG1AQHBQUxKZNm1i6dCnFxcUcOHCAqqoqhzZCluxfIdUdB60X+i0vI2jUt6q8/WwvrQ0yQXMFbvvS+GoZpqMAGGoomCAIrFixgoaGBsrLy10c4cwhOjqazs5OmpqmqAV0Anzxi1/kueeem3ECZyzMioAh6O7u5pVXXuGhhx5ydSiqU1paiqenJ0FBQa4OZUZgtVrJyMggJiaG0NBRjjdlGY7bRpWnPgjaqeVbdVQIJC2IJTjIH5PJzKn07EmKchyEL8e4+QcAaA/8PwL0Vnbs2EFCQkJ/we8QaJYvQPDzhvZOrGeuqClIsFmCCvY5FIqPtydzwoJBEMj3Wgsn/gRGx7osJYYogqSmxwc3w/DPIY23DiNmWlrbMZmU3+VE2oTaMwGBjYrg09+1E0Ejkn9Gief6e/UsX6HcJpVW4WkrQbBnAuxFwbFBoBvHQXWazQq0+nqdqi2Ne60m/l6gdOt6YP7NiFcU6wqCQHh4OFu3biUhIYGcnBwOHz5MfX39qJsGa+1xzGefBEC/7hlEnzjV4rZz7oiZ9L0WBBHuftQNg4fjP5vpKACutAFpYz7ed5ubmxspKSmcP3+e9vbxF8LP0o9OpyMmJoaCggJXh6I6t99+Ow0NDRw5csTVoUw6syJgCN544w0iIyNZu9Z5I+NdgdVqpaioiMTExNm5ACqRl5eHKIpj67JUfARqskHnAas/7/zgxoEjQkAUBTauTwEgv7CM6hrHC12djdlsJjs7mw87Yuj2S0Rv7WZB8cvo9aMLMEGjQbN5FTCEJcheF1CwH6TBA6dGwm4JyvfZjNzTAqdfcuj+CcHK49X1Dj9gqtPczW1Hfsg/fA/SIfTQ0KhkAyYyMKyvKLgL0OvQpC5FlmWKc5R44pdrEKOUDkFSaRUePpdnAiZSFNxcK1F41oogwKpr1bUCvV16hEZjG3M9grgpcvjXfFEUiYqKYseOHcydO5eMjAxOnDhBZ+fQIk42NmM6cj/IEpq4O9HGfUbVuAHamyVe/7VS5L39Dj2xSxxXV9NRAACYs3/VbwNaM3goWEhICDExMWRlZY3LxjXLYGJjY2lqaqK1tdXVoaiKm5sb9913H889N/6J7tOVWREwBPaC4Jm2Ua6oqECn0xEWpn5XiquR5uZmSkpKSE5OHlvx+AlbFiDlLvCYujYzR4RASHAACxcoMzSOnsjEOoXebBsaGjh48CAdHR1s2boNjzteAEGE7H/3T2seBbslyHo6B7mjq/+GyNXg5qt4+qsyHYorNiYCrUZDqyaIen0MHPs9mMdup1oerWz0qru86B2my095Zz0d5m46hB52eaZRYSvoUyMTENQtIIQEIAgCTTUyHc0yGh3Mm69BjO4XAfbC1K52mwiwDQobT1GwvS1oQrKGgFDH3rbk3iasNYcxX/gjpjM/RTa29t1mkaz8LV+ZdfD5xBvRiaNvojUaDQkJCezYsQNvb28OHTpEUVHRZVkBWZYxHfsyclclgk+8UybXyrLM60/30tUmEx4ncsN9jmcWp6sAkJrOYTk3wAbkPvT46QULFmC1WiksLJzM8GYsBoOhb9DecBw5coSdO3f21Vi98847l90uyzKPP/44c+bMwd3dnR07dkyJ7MKDDz7I22+/PSMHo43ErAi4grNnz3L+/HnuvvtuV4eiKrIsU1hYSEJCwowTN67AarWSlZVFYmIiPj4+o9+hIR8u7VWm2q77svMDnCCOCIHVK5fg5qanpaWdnBzXv5ibzWbOnTtHWloa8fHxrFu3Dm9vb5ibAqkPKBe998iYNt6amAhlY2uxYDk2YLOv0SqdhwDyHbME6fU6om2b5fyAa6CzDjL/Oeb7L45QBoXVdPvQ2jb0KXSzsX8gWL22jWfK/4Msy6oUBgf1iIghiqm/+LySBYhMFNEZhD4RIDe24OGhCMJumwgoGGdRsCzLpO9Vnn+rxlAQLMsylksv0rvvE/S8kUjPv6Iw7rkJc/r3sGQ/jbX07b5rP6hMo7KrgQCDD5+I3uxQXHq9nqVLl7JmzRqKi4s5duxYX1bAkvcXrOW7QdRh2PwSgs7bobXHQtoHFnJOWNFo4Z4fuqHTO/a6Pl0FgGzpxXj0iyBb0ETfdpkN6Eo0Gg3Jycnk5+fP2oJUIj4+ntraWjo6hh462NXVxbJly4Ztu/mrX/2K3//+9zz33HOkpaXh6enJdddd1ze121XMnz+fDRs28PLLL7s0jslmVgRcwUsvvcSnP/1pfH2HT7VPR6qrq5Ekiblz57o6lBlBXl4eWq2W+Pj4sd3h6DPKxwU3QaD6vmBnMFYh4OamZ80qpVA2I+sinV3dkxnmZTQ0NHDo0CE6OjrYunUrsbGxl4veHT8C7znQVAyHfz2mNbVbVwNDdQmyzQ9xsC4A+i1BhZ6rsKKFo/83ZltRfAhoBAmjpONSVc+Q1zQZ2wAI0fshygJZ5iL+lPuOOoXBPUomAKDEZgWKXaIIE8HTve82d0nZEHfZHmq8mYCSCxINlTJ6d1i+afSTemvJvzGd+DpS5V7k7molLq/ovtsFH+VvVpZlXrj0HgCfjb9u3MPBgoKC2Lp1K76+vhw6dIiy7D2Y0x8FQLfy/yEGqT95uKlG4q1nlU3TjffrmRuncej+01YAyDKm418eYAMafSiYv78/sbGxZGZmztqCVMDd3Z2IiIhhsys33HADP//5z/nYxwZPbJZlmWeeeYbHHnuMW2+9laVLl/LKK69QXV09KGPgCh544AFefPHFq6pAeFYEDMBsNvOvf/2Le+6ZGq0b1UKWZfLz84mPj59xMw9cgcM2oJYyOPu68vmmbzo3OJUZqxCYnxhNaEggZrOFE6fOTXKUStcr++l/XFwc69evx9PTc/CFbj5w0y+Vz4/+TsnQjIJm0yoQBaRLJUjVA1LFiTYRUJUJXY0OxTs3PBQPDzeMVpFyvzXQWgalJ8Z0X70WInwUG1B2+dDCodmo7LxXNuSzrWcZAL+/+BYfCcrMgwnZgXpEhCsyATGL+jeh9ts8BcU+1d0uY7FCse1HlOigG/G0LQuwfJN2UNHri0dhw5NQaWvxLZvaMNk24JrE+zDc+CHud1VjuGGPLTgNYtAKAA7XniW/rQIPrRt3xk1sIKRWq1WyAiuX4XnuYZCMyGHb0S78yoTWHQpJknn1qV6M3RCzWGT7px2zAU1XAQAomZziN0HQYtj6yrA2oCuZP38+kiRNCdvJTCA+Pp7Kykp6eoY+hBiOkpISamtrLxvA6uvrS2pqKidPnlQ7TIe55ZZbqK6uJjPTMYvndGZ2RziAjz76CL1ez+bNjqWFpzr19fUYjUaioqJcHcq0x24Dmj9//thsQABHfgeSRbGPRK5yboBOYCxCQBCUImFBgOKSSioqayctvsbGxj7v/5Cn/1ey6FaYfx1YzfDuw0rXphEQA3zRLFcKvy0HB4yX9wmHsMXK/Qv2OxSzKAok2tqFXgreqXzx/Ftjvn9ckNIvP7d66NubbCIg2NjBpm43ko1K3cb3K/7DJX8rclsHsoOnovbC4KAeATEkkO4OmdpSZY2YxQNOonsUgeLhq3ytq12mtBEsVnDTwVy/sT+m2SiTeaC/K9BA9ubAA3+H44Ww66zt+sz/Bz11CD4J6Nf8Bk3oOgS9D1L9KQDEgKUIOkUcPp+nZAHuiN2Or34IwTgOvIt+iYelEosuiGPmT1NcXKz6qeLh/5gpPGtF7w53/8AdUTN2G9C0FgCl72LO/BkAujW/QTNn7O/TdltQQUHBrC1IBby9vQkNDXW41qK2VnlfuLKTXmhoaN9trsTDw4OPf/zj/POfY7dnTndmRcAAXn31Ve68884Zd1peUFBAbGwsGo1jKeNZBmO3AcXFjdHS01bV7/fe+j3nBeZkxiIEggL9WLRQsVocO5GF1epY1xxHsVgsZGdnc+rUqZFP/69EEODmX4POHUqPQdZro96lb2bAofTLN899rUIdmxcAkGizBJVbgugRveDCO4owGQML5ygby8LGoe0xdhEQYDER0lPApp5FLHaLpkcy8ZuVPcqOvHPstq0ei5FOi3Lqp2QCAii9aEWWIXiugE9A/2umbLODeQYqsXV3yJd1BnLk5fX8cQs9neAfIhC/vP/1q7AOPvM82IdV17XbesbnKXMX9Gt/i6Dpt/dIDYp4E0MUa1dG4yUym/LRiVruTbh+7AGNgKXkbaz5LwMCntteYsW6aykuLub48eN0dXWNdvcxUVNq5b2/KCLrY182EDx37D/M6SwApKZzmI4q9TzapC+hW3C/w2vM2oLUJTExkbKyMozGoZsTTFfuvvtuXn/99QlPCZ8uzKzd7gTo7Ozkv//9L3fddZerQ1GV5uZm2traiImJcXUo0x67DSglJWXsQvHY/4HVBNHrIXqdcwN0MmMRAqtWLMbD3Y229k7OZo9utRkv9tP/9vb2sZ3+X4l/FGxTbCPseQy6Rx6Ao0ldCu5uyPVNSAMnJNvrAgr3900jHisB/r4EB/kjyVDovx26m6Ho0Jjuu3SessEubXUf8qS5uVcRAYEWIyGmEkREru1VhGuhv3K9I8XBdiuQmwW8zCCGBvbVA1yWBQDkLkUseAYoNpWuNrlvRoCj9QB9BcHX6hBF5ffb2Qu3/QFauxU9B9DQLmE6+bDSjjPmdjThWy9bR6pX6jnEEEXMvZC3C4CPR20k1H3ik9OljjJMJ74GgHbpt9CEb+2rFfDx8eHgwYMTzgpYLTL/+EUvFhMkrdawbufYW6VOZwEgd9dh/OhTYOlGnLsD3eonx73WrC1IPfz8/AgICKCkpGTM97F3JqyzdSuzU1dXN2W6Fm7duhVBEDhwYGwd5KY7syLAxrvvvktsbCxLly51dSiqUlRURFRUFDqdur21rzYG2oC8vcfY6aOzHk6/rHy+5TtOi20yGU0IGPQ61qQqf0NZZ3Np71DnBNSOJEnk5OQ4fvo/FOu+AqGLFAGw5/ERLxUMerTrlQJPy4EBlqCoNWDwVmoCqrMcDsFuCcr336Z8YYyWoJRY5ZS7usub3l7ToNubbJv2AIuRkJgFAMjNyga01SDRoZMdqgto6FUKjYN6RAS9Hny9hxQBsiSBLRPgEayIgCszAWOlvUki77TyGPauQLIM9/4NLlRDmC/84Ebl2qTul5EaM0DnPWiTKFt6kJqUOhUxZA15reUcrj2HiMD9828ae0DDIEtmTIc/B6Y2xODV6JJ/2HebvVYgNTWVoqIiTpw4Me4uKHtfMVGZL+HhDXd+z23MondaCwBLL8YDn0HurkLwTcCw+WWEMbRxHY5ZW5C6xMfHU1paOuasb0xMDGFhYezf32+fbG9vJy0tbcrMZdJoNNxxxx28+uqrrg5lUpgVATb++c9/ctddd82o9pk9PT3U1tbOZgFUoLCwEI1GM/ZuQADH/wiWXohY2d9OcgYwmhBIiJtH+JxgLFYrJ06eVe1xTSYTJ0+epKGhgS1btjh++n8lGh3c+ozyeeY/oOT4iJf3WYKOZyIbTf1rxG1RPnewVShAfNw8REGgweJFs24OXNw9ptalC+dqEJDptuoprB4stJrt030FkYCdP0IjW0D0JsD2kl/pLTkoApT17J2BJCuU5l7eGQhQ6gFsHh3PUHdAqQnIr1W+5kgmIOMjC5IVoheKhM5T4n7ifXg7E3QaePvLkDwPgrQNfFL3YwB0yY8hesy5bB2pMRNkC4J7GIJnJH+xdQS6PiKVKK+Jnz6as36h2I30vug3v4QgDj5wCQ4OZuvWrbi5uXH48GGHhy2V5Vr58J/Kc+5Tj7jhGzS2t+5pLQBsnYCkhtOg98ew/d8IBr8Jr+vv709MTAznzp27qrrAOIPg4GB0Oh3V1f3FSZ2dnZw9e5azZ88CSjHw2bNnKS8vRxAEHn74YX7+85+za9cuzp8/z2c/+1nCw8O57bbbXPNNDMFdd93F22+/TXe36zrdTRazIgAlFbV//37uvPNOV4eiKqWlpQQHB4//pHQWQOl7XFBQwNKlS8e+6bRaIMt2krDpm/2+hRnCSEJAEAQ2rEtBFARKy6spKx+metUB2tvbOXLkCDqdjo0bN6q3mZmXCis/p3y+62GwDD5VtyMujFPaX/b0Yk3L7r9hAnUB7u4G5kUqm9b8gOvA2D6mddz1EOap2G4ySy4XYbIs02RS2nMG6r3RuHsT6OsGQEiPIjAqvaRx2YHsRcFVRRKmHnD3gtCoAfUA9joDnRYvWybAYoLiGuXLjmQC7FYge0Hw7nPwo3eU2/50N6yNhxAf+H8xj+MjtiAELEGb9MVB6wy0AlV2NfC/CqVI+MEFO8cezDBYqw9hyVYGgenXPYvoPXzzBa1WS0pKCrGxsRw7doyqqqoxPYapV+YfT/QiWSFlm5aUbWPL6k5nAQBgyf51fyegbf9E9HXgAGYU5s+fT3d3N5WVlaqteTUiCAIxMTGXWYIyMjJITk4mOVnJnD7yyCMkJyfz+ONKtvW73/0uX/va13jwwQdZtWoVnZ2d7NmzBzc3N5d8D0ORnJxMZGQku3btcnUoTmdWBABvvPEG69atY968ea4ORTWsVitlZWXExsa6OpRpT05ODhEREQQEODDlt/iwYgdy94fE65wXnAsZSQgE+PuwZHEiAMdOnsViGX+RcG1tLUePHiUiIoJVq1ah1Y7fDjAk1/0EPIOh4ZJSwzEMgiii3WKbGXBowMwAe11AZYbi63cQe4FwvmcqEgKc/8+Y7hcToAiWC1WX1yJ0W430SkpRW4CH0q4zJCIaAH+rcjpf6W11LBPQ0wJAYI+IEBxAyYDWoHavPvQXBQteHhjcQbQlCRoaHcsEVBZYqS6S0OggZZuOS7Vw118UO9CXtsAXNinXRVpO8NnQfwCgX/vMkFaRfhGwhr/mv4+EzMbQpST5TaxbmtzbgOnIFwAZTeJ9Iw6tsiMIAgkJCaxcuZKzZ8+Sm5s76mn0ey8YqS+X8AkU+OQ3x7ZRmvYCoGwX5syfAo53AhoLWq2WxYsXc+HChREHIc4yOpGRkbS3t9PSorxGbNmyBVmWB/2zD+ESBIGf/exn1NbW0tvby0cffURiYqILv4PBCILA3XfffVV0CZoVAfRbgWYS1dXVaLVagoODXR3KtKa2tpampiaSkpIcu+O5N5WPSz4OWsf6eE8nRhICK1MW4unpTkdHF1nnch1e2z7fIiMjg+XLl7NgwQLn2PXc/eGGJ5TPDz2tDBIbBrsIsGblIrUoPnn8IiAkCWQJCh0vJouaNweDQUe3pKfKLQny9oBp9FqKxBBlI36p9vKXcXtRsJtkwcNb2XWHBCsC1kNQREGlt4Q0zkyAEBJIyQWbCFhyRcexTlvfcE93BEHA01f5fRmsMr7uEDzGchp7FmDJOi0WrcBtf4D2HtiQAM/coVwjS2aC8x4G4MXa+zD5pQ5aR5ZlrA2KCGj3W8jbpUcA+OKCW8YWyDDIsoTx6EPIPbUIvvPRp/7KofuHhYWxadMmqqqqSE9PH3YjeumMhcNvKbfd+T03PH1Gf/5PdwEgNZ2ziSvQJj00rk5AYyE8PBwfHx/y8vKcsv7Vgk6nY968eQ4VCE8H7rzzTj788EMaGhpcHYpTuepFQH5+PufOneP22293dSiqUlJSQkxMzIyqcZhsrFYr58+fJykpCYPBgWmipm64qPiOWfZp5wQ3hRhOCOh0WtatWQ5A1rlLtLYNPWZ+KKxWK2fOnKG0tJQNGzY4f9L1sk8pdRuWXnjvkWFnB4hzQxHnx4AkYz2S0X9Dos0SNI66AI1GQ3yskoXMD7gWzN1wac+o91s0V/nbLm6+XGTa24MGWkwI3orn3S4CDCjWowpvCbl57CKgfsCgMDEkoG9IWOygzkC2TICnh+Lp7lF+jlZBsQKN5eXIapHJ2KdkMlZdp+Oev0JeDcz1h/98SRmWBmC5+GeEtos0mQP4celPqR/i25E7iqG3EUQ9f2+qxiSZSQ5IYGXQ/DF/70NhufhnpMq9oDFg2PJ3BK2Hw2t4e3uzadMmrFYrR48eHdRGtLtD5tUnFfvW+lt0LEwdPQM23QXAZZ2AwrejW/2U0x5LEASWLFlCWVkZbW1tTnucq4GYmBiqqqpmVLvQ6OhoUlNTefPNN10dilO56kXAq6++yk033YS//8TbxE0VWltbaW9vn1H2JldQWFiITqcjOjrasTvm/Q9MneAXpXjOrwKGEwKx0XOJmBuKJEkcP5k1pkK8np4ejh49Sk9PD5s2bcLPz8/J0aPsTnf+BrQG5TR/hC492q02S9DBgZYgmwgYR6tQ6LcElRgWYRLcIHv0LkHLoxRveHmb+2Vft08LDjAbwVb46uvrhV6vw1tSBtxVejtaE2DvDiTQqg2mtUFG1MC8BcOIAC8POlpkjLbEQJtOHLMVKDfdSmerjLe/wJ5WDbvOgkEL//0KhPoq10hdVZizfgHAbxp+TrMlkLohvh27FUgOWMY/Sw4DSi3ARA5HpMazmDMeA0C36knEgMXjXkuv17NmzRqCg4M5cuTIZaeObz/bS2uDTNBcgdu+NPohxLQXAFd2Atry9wl1AhoL3t7exMTEkJ2dPVskPAG8vb0JDAykrKzM1aGoyl133TXjLUFXtQiQZZlXX32Vu+++29WhqEppaSmRkZGzbUEnwLiKge3YrUDLPjnjCoJHYighoBQJJyOKIhWVdZSUjlwM2dzczOHDh/H19WXdunWTWywWFA+bvqV8/r/vg21C7pVoN6wArQappApria2wMGot6D2VOpDa7CHvNxIhwQH4+XpjkUWKPVdA/ofQO/Lp5Io4ZfPfbnajuqm/oLk/E2AEmx1IEASCg/zxk5QmAXUeMkYHTj/tNQHBPSKljX4ARMSLGNyveH7bC4O9PGisVjZVkqeAJAhjFgHpexQBmbJdy/8dVNZ/5g5YNaDJmTn9e2DpguA1/KVSef32GuKpYhcBF3UhdFl6SfCJYMuc5WMLZAhkcwfGw/eBZEYzbyfaBQ+Mey07oiiyZMkSFi5cSFpaGiUlJZw7YiZ9rwVBhLsfdcPgMfLryLQXALKM6fhXVO8ENBZmi4TVITo6mrKyshklpj75yU+SmZlJUVHR6BdPU65qEZCWlkZTUxM33nijq0NRDbPZTGVlJVFREyt6u9rJyclh7ty5jhUDg1IYau/uchVYga5kKCHg5+vN8qWK/eL4qbOYzUNPYiwvL+fEiRMkJiayfPly10y43vRNCEpQNvP7fjrkJYK3J5pVSwCwfHBU+aJWD7G24sVxWIIEQegvEPbfoQyYu7h7xPv4e2sJNCib7jPF/W1FmwdMC7aLAFCEhrusxyCBLECV3IE8zO9iIGbJQrNJsXIFWfSUFCun0oPqAQDZVhMgeLrTaCtY7nJT3mbG0hmoq13m/AklJmu8jqoWCPCEz63vv8ZauQ9r6TsgaMgJf4Zuk0ioDyTNGbye1SYC/t2pdEt6YP7NiML43/ZMJ7+F3F6I4BmBfsMfVbVbRkVFsXbtWrIzi3n1KcUatP0OPbFLRj4Nn+4CAMBy/jdYi99QOgFt/YeqnYBGY7ZIWB3CwsKwWq3U19e7OhTVCAwM5IYbbpjRMwOuahHw6quvcvvtt0+p1lQTpbKyEm9v78mxUMxQ6urqaGpqYuHChY7fubkEJAt4z4GQifmOpytDCYHk5Qvw9vKgq6uHM1kXL7telmUuXLhATk4Oq1evnnj//4mgNcAtzyifn34RKk4PeZnu5i0AWPafQmq2nahPoC4AIME2OKxaM492beCYBofN81U23efK+jcvTb12EWAE7/4++CHBAQgIBNg6BFV4S8hjqNNosmUktBL4+/RPCr6yHgD6W4QKXh59IqDe9jaTOIaW/JkHzFjNEB4n8laZsv7da8BgS2rKll5Mp5RsjXbhl9hdrlhxtiUNTrrJpnbklgsAHJfcmesRzE2R4x9IZCl6HWvRayCI6Df9DcHg4AHBGAgICKA6bTW9XRp8w3rYMUrX6hkhAMp2YT7zEwB0a36NJnzLpMcwWyQ8cURRJCoqitLSUleHoip33XUXr7766ozKcAzkqhUBZrOZ119/fUZZgWRZprS01HEP+yx92CfSLliwwLFi4L4FbCer2nHcdwZxpRBAllm/VukbnX0+n6amVkB5zp47d47q6mo2bdpESEiIC6O2EbsRku9UioPf/QZYB58OioviEZNiwWLB/K5t+mXitcrHijRFDDqIt5cHc8OV77/Acy0UHYSuphHvEx+kxHZxwCgG+7TgQItpkAgA8JL9gLEPDLMXBQf0CFgCQqkqUjb3MUOJgAE1AY3VynW1KLvzhDH8au1dgRZv1fGObQDz5zb03245/1vkjmIEjznokn/IflvTqe1DNO+SGs8AMrWiF42iG/cn3ohWHF92SWorxHTiYQB0yx9FE7Z+5DuMuJgE598esvg77QMLuWmg0cL6O6pJzzg5bLHlTBAAUlP2gE5AX0S34AsuicNeJFxaWkqnLWs0i+NERUVRV1dHT0+Pq0NRjZtvvpna2loyMjJGv3gactWKgKNHj6LVatm4caOrQ1GNlpYWuru7nd9JZQZTUVGBLMvjF1JWmwjQzNZjXCkE5oYHEx0VjiTL7D+UjtlsISsri8bGRjZs2DC1NjHX/0JpHVqbAyf/POhmQRDQ3a7Mf7DsOYrc3gl+kRC/TREPp18a18P2WYL8tiBLVrjw7ojXLwhTNtr59f2WkebuRgACrGZw7z+t9vR0x9PDHV9bXcBYi4MbBnQGqtTEIksQECbgFzzE24dNBODpQYMtE9CmEwnxAd9RGujUlUuUXZQQNVDoo8VkUSYCL7f1N5DaizCfVwZz6Vb/kk6LN+k2rTWkCKhXhoJlin4EGHz4RMz4es3LVhOmw58DSydi6Hq0S787rnUAqD4HL+yAN+6Df91z2XC6phqJt55VbF033q/n2luW4unpyfHjx+ntvXyK9EwQAHJ3Hcb9AzsB/dKl8Xh7exMZGUluruPtjGdR8PDwICQkZEYVCLu7u3Prrbfy1lujZ2anI1etCNi1axc7d+5EFGfOj8BeEKz6MKWrBKvVSl5eHklJSeN/Xki2U+NZEQAMFgLrUpfi5maguaWN3f/bT2trKxs2bMDd3X30xSYTz0C4/ufK5/ufgJbyQZdoVixCjImAXhPm95XOM6y2nWSe+QdYHG+XFxsdgVaroU3wp84QN6olaEmkcrJd2tKfeWqz1QT46L3giudxcLB/vwjwGlsmYOCMgNKeCGDoLABcWROgpM/H2hnotC0LkLRawytnlbjtWQBZlhUbkNWIGL4dTfTHOJIPFivEBkN00OD1rHWKCDinCeDe+Otw04xvXof5zE+QmrLAEIB+84sI48km9LbB7u/AnzcrQ+VAeX5YlM291SLz6lO9GLshZrHI9k/rEUWRFStW4Ovry/Hjx/tOV2eEALD0YjxwB3JX5aR1AhoL8+fPp66urm/w1SyOYy8QlsbRJW2qcsstt8zY6cEzZwfsALIss2vXLm65ZWIDY6YSZrOZ6urq2YLgCVBcXIzBYCA8PHz8i9jtQFPgDW2qMFAInDt3lnWpSwGoa2gnNm7+1K3JSbkbotYpffvf/86g2QGCIKD7pJINMO8+hNzdC/OvB5+50N0EOe84/JA6nZbYGGWjne+1DkqPQXvNsNcnxyib/6ZeN9psh/B+tpf1No/BbY9DggP6OgSNORNg65IU1CNS1qRkFoaqB4B+O1CvxpOutn4RMJoVSJJkTn+oiICQFTqyypV5AHfaOuxay95BqvoIRD36Nb9BEIQ+K9C2BUPEIUuYbEXBBfow7ozbMer3ORTWyg+xXPg9APr1f0L0dDDLKstw7t/wzEo49bwyUG7Rbf23214v3vmTkcKzVvTucPcP3BE1ioVKFEVSUlIICAjg2LFjdHV1TX8B0NcJKH3SOwGNhru7O7GxsVy8eHH0i2cZktBQRfHPpCFb1113HUVFRRQWFro6FNW5KkXAxYsXqa2tZfv27a4ORTVqa2vx9PTE19fX1aFMS0wmEwUFBSxcuHBiRal2//isCLgMuxAQRZHCgov4+igb/2MnsjAaTaPc20UIAtz6jJLVyfsAcgd369GsWY4wNxQ6uzHvOaqYuVfeq9yY/rdxPWyirUC40GstFjSQ899hr40M9cRXp5wQn69QNpRBNrHS4O436PqQ4AD8rP2ZAEvL6G1C7ZmAwG6RskolYzNcJsDeIrSxS3kMyU3ALAqjFgUXZFlpqZdx94KDPcrfzq3LIdBLactpTvseANqlj/R1jhmpHsBadwqtpZNuNKxM+AQ+es9Rv88rkbtrMR59UHncpC+ijbrZsQUaCuClW+Hf90NnHQTGwX3vwGf+3n+NZOX4LlPfVOC7H3UjeO7lb8uCILB8+XJCQkI4dOgQ5eXl01YAAFiyf23rBKSZ9E5AYyEhIYG2trYZ1eVmMhEEgYiIiBnVctXb25stW7bw3nvvuToU1bkqRcB7773HNddcM/UsCBOgsrKSiIgIV4cxbSksLMTX13fihanSbE3AcAiCgEajQZZlwoK98Pb2pLOrh6Mnslwd2vCELIAN31A+3/0dMF7eTUfQiOg+oXQFsry7H9loUkSAqIHyU1B7weGHnBsegpenOybBQJn78hEtQQa9jrleSiFjZokipoJtArRxCNuKn683XrI7GknAooHajtFP6+ptMwI8m+fQ2yti8IDw2MFvHbIs99mBmtuV19Yuw9iKgu2zAZZt0fHaGeU+n7dZgSy5LyB3VyN4x6BbonQGqm+HbNseY9sQIqDh7NMAfKSL5LOJjreAlmUJ49EHoLcRwX8xupW/GPudzT3w0f+DP6yF4kNKk4DtP4SvnlRqRgRBeX4A+Wdl/v2MYhu76X49yzcP/7ph/9sRRXHa2ljNeX/BnKm03tWt+Y1LOgGNhk6nIyEhgYsXL87YjjDOJiIigpqaGiyW0VsQTxduueWWWREwU5hpVqDe3l4aGhpmRcA46enpobi4eHwtQa+kzw40KwIGIkkSZ86cobe3l+3bt2MwGAjyNyAIUFhUTmHRYM/9lGHLd8A/GtqrYf/gzaB282qEYH/k1g4s+0+BzxxIsp0ap//V4YcTBKGvXWi+1zqlTWlz6bDXR/spvnJ7JiDYTbEBNVgHZ1jc3AyICASYFRtRhXHk7kMADZ3KNUKrcmIbvVDTZ1e5DJMZbG/6jc2K/75eGL09qLFb5twR5X69MTqaOmGuP1yzCGTJjCX3BQB0y76PoFXExUFbJ8clERDic/l6UmcFXjXKrI6GmE8T4u74NHjL+WeQqg+C1gPDlpcRtGO0rF3aA79PhUNPK7MeEq+Br6XB1u+BbsAaopaGnmhefMqAZIUV27Vce8/QNQv2GoCqqio2b95MWFgYJ06cmHYdWCwF/8B88psAaJd8y2WdgMZCbGwsRqOR6urq0S+eZRA+Pj54eHhQUzO8lXG6sXPnTo4ePTrj6kWuOhFQX19Peno6N910k6tDUY2qqioCAwNnVGZjMrl06RKhoaH4+zu+WRiEYDt9tfSOfN1VhCzLZGVl0dHRwdq1a3FzcyM1NRVvL3eCAhSbxpHjmXTap81ONXTucMtvlc9PPgfVZy+7WdBq0H1M8Zyb/7sP2WLtLxA++8ag7MFYsHcJKvdYQrfoM6IlKDFE2UDn1igv50EegQA0ytZB12q1GnQaEX+L0qqnwjp2O1BPbyIwUlGw7fcnijTWK7E02k6s40fIBJw9YsHUC8ERAm9VKNffuw40IljLdiF3V4FbMJrY2/vuM5IVqO7s02iQSdcEc+uyB0f9/q7E2nAac+bPANCnPo3oN0TRwZW0VsJrd8E/PgUtpUpdyB3/hHv+A4Gxgy7vkfx44cLLdHeIzFsgcsf33Ia0IV5ZBOzt7c3SpUsJCAjgxIkTw7YPnWpYit/EdOzLAGgXfhndip+4NqBR0Gg0LFiwgNzc3BlV4DpZzERL0Lx581i0aBEffPCBq0NRlatOBLz//vusXLmSsLAxTK6ZJsxagcZPR0cHFRUVJCUNsZsYD/62wuxx9ImficiyzNmzZ2ltbWXdunV9sxfsNQJhIb64u+kwmcwcPHJ66qbfE3bAkk8ohZ3vfgOkyzfY2h3rwNcbub4Zy5HTELtJmTxs6oRzbzr8cP5+PoQEByAjUui1ekRLUFK4snksalKyT8G2KcH1w5S2uLm74Scr4qtcHLknuiRLNFmU6bXN3UqvzuGKgvvbg7rTWK38Hlt1IpEB4D5CYx67FWjBZh17LihB32drw2+5qLRn1S64H0HT3wFpOBEgm7vQF70GQEH4jczzGkNbooH3N7VhOnQfyBY0MZ9Ak/DZ0e/UVATPbYWL7ym1QBu+Ad84DYtuGTzBDLB2NPFS9u+o60nAN8DKA0+4ozeMLgDsNQCCIJCcnIyvry8nTpzAZJqiNTU2LGW7MB15AJDRzv88utW/dN0wQAeIjIxEEIQZ1e5yMomIiKChoWHaCNWxMBMtQVedCJhpVqCOjg7a29sn1tHmKiYvL4/IyEj1iuzsp37dTWDrqnK1Issy58+fp7GxkXXr1g3qAqTRaFizZg3z5vojCAJV1fVk5xS4KNoxcONT4OYLVVmDbD6CQY/u1m0AmP/zIbIkw+rPKzem/21QZ6GxYM8GXPJaDzXZSqHpECybp9QA1HXq6TJCkI/SwaZRox3ycd3d3fDCG4BKdzNyz/BZq1ZTJxYkBKtAR6/yNzInZui3jb5pwZ7ufdOCR2sP2lwrUZClCKpL3jokGTYmQEIoWBvOUFFxBiN6dPMf6LtPaSMUNyiZgk2Jl69Xf/F53KVeygVPNq741vAPPFT8sozpxNeRO8sQvKLRr/v96JvV1gp48Ral8Dd0IXzlGFz//8Aw/OvJOz/KIK9lMzpNLw8+6Ylv4ND1FSN1ARIEgZSUFDw9PTlx4gRm8+CBdlMBa8VeTIfuBdmKJv4udGufmRYCAJTOTElJSVy6dAmrdXBWbZaR8fDwICAggKqqKleHohq33HILH3zwwZQX3o5wVYmA3t5ePvzwQ3bu3OnqUFSjsrKS0NBQdLpZD7qjdHR0UFtby/z589Vb1OAN9tPHpiL11p2GFBUVUVNTw/r164e1qmk0GjZt2kB4qNLVKv30eZqbR7eouATvULjmx8rn+342qHWn7oaN4JoASM8AAQAASURBVOmOXFWHNe2cMnVY564MHKtId/jh4mMjcXc3EOpmxIp22GxAzBwPvLRGZAQu1UKInyIeOjU6erqbB13v5mbA2y4CRmkTWm9vD9ruhSSLCAJ4+Q29iZO7FI+6xcOb1gZ7e1BhRBFwep+yeU1I1vDK+ctnA/x392NsOZvIA4XxCB79i9izAKtjwGfA00qWJYwX/ghARtBGFvgPtuGMhLXgFawlb4GgRb/lJQT9KJ3WOurgpZ3QVgFB8fC5XYoQGIETrxRyOGsdAHc/VEfkgsGv22OdAyCKIitXrsRgMJCRkeH6LJokQWe98hGwVh/EePBOkMxoYj6Bfv2fEITpteWYM2cOBoOB8vIpXLM0hYmIiKCiosLVYahGSkoKHh4eHD161NWhqMb0+oucIAcOHCAkJITFixe7OhRVkGWZyspKIiMjXR3KtKSwsJCIiAj1aykC45SPV7EIqKurIy8vj9WrV+PhMfKoWI1Gww3Xb8Xby4BVkvjo4Kmpe/K26vMQsVLx+f/v+5fdJHi4o7tpCwDmf+9FdvNTLEQAaY4XCLu5Gbjnjp1sSo5GgwXO/2fIk31fHy/muCsb+ewKK14egRhsdqXG1sFWBjc3/WUDw6QRRJe9HiC4RdkQe/oKaLTDiABbJqBZoxQASDroFQUShhEBsiz3WYH8l+soqANPA3xyJZjbK/nD+WqsCJxpvdx+NJwVqLnkHYKMdXSgZeGKR4f9noZCas3DdOrbAOhSHkcTvGrkO3Q3wcu3QlMx+EXB594Dr5FbIBVkmnjzRaVe48bUD0j+1OD3IUcHgdmFQHd39+T3tu+sh9z/KYL4pVvhiSh4Kh6eiML64iaMH34MrEY0c7aj3/iX8Q1ZczGCIJCQkEBhYeFsbcA4CA8Pp729nc7OkW2H0wVRFNm5c+eMsgRdVSLAPiV4uqQjR6OlpQWz2TzxtpZXIT09PVRWVhIf74Qe1Ve5COjo6CAjI4Ply5ePudhaq9Vyy03b0WhEmlvaOZWe7eQox4kowq3/p7R4zPkvXNp72c26nVvAoEcqrsCadRFW36/ckPNf6Bq6E8/ZcrjrBcgZooZOFAVIuklpM9mQD3WDW44aDHrmeitvsufKzAiCQJBVKRZuaB+cind3M+AreSDI0KWHpqa6Yb9duwgIaFNEgE+A8tqZnpHDu7sPYjINsKHYRYCsjO/tMoggDJ8JKL0g0VApo3eHgybF0vSpleDlBn/619fJ61bEeY9V7ms1KMtwYBgRUJ/1KwBO+iwjZc6KYb+nK5EtvRgP3QfWHsTwrWiXPDzyHXrb4e8fh7qL4B0Gn3sXfEceItZQJfG3H7YjyVpSQt/nusc2DY5jnJOAdTodqamplJWVOe/E2tQFpSfg2O/h9Xvh6UXKhv/Vz8DhX0PRQWUqMmCVWzHKmSBbELtBf+wAwtOL4J+fhoO/hKpM58ToJMLDwxW74jC2lp/85CcIgnDZvwULxlBMfhWg1+sJCQmZUQXCO3fuZNeuXa7PvKnEVSMCZFnmvffem1H1ABUVFYSHh6PRTL8TFldTWFhIaGgo3t7e6i9+FYsAk8lEWloaMTExDhere3t7sm3zagDOXyikvGKKtpebswTWKp1OeO/bYOrvaiT4eKG9TvGzmP+9FyJWQHiy0i4y859DLvdamvLvhmegpnWIC9x8IfFa5fPsoS1BcQGKR/VCpfLGFGIfGNY5eIPv5mZAi4agXmVDX946vGe33mYn8ulQRIB3gIDZYuFs9iVqahsv+x3ZpwU3W2wtSm2dgYbLBKTvVQTEovVa3jxrmw2wETq6mnnlYull1xbUKf+/WA117Uqh8dq4/tvbGrKIas9BAkKWfXfY72cozBk/RG7JAbcgDBv/MrJlxdStdACqygKPQMUCNET3n4H0dMq88L1OursNzPPK4s6vtCL4XN6YYrwCwI6XlxcrV64kOzub5ubBFjCHkKyKwMl4Bd75BvxhPfw8Av56Pex5TBG0bRVK0XPIAmWy9i2/gy8fRfraRxijvUAEURuGQV6CIGqVmom8D5QWu3/eAh/8ACzTo2BUFEXi4+MpKCgYduO3aNEiampq+v4dO3ZskqOcukRGRlJZWTljNs3bt2+ntrZ2xkyVvmpEQGZmJp2dnWzaNPgEZjoiSRLV1dWzXYHGgdFopKysjMTExNEvHg9BV6cIkCSJjIwMvL29x91tKS42kvm2gth9+0/Q1dU9yj1cxLZHwTcCWsuU080B6G7bDlot0sUirBcK+7MB6X/r80sPJNxP+VjZArf9AXqGqjmz24rOvzWkJSgxVFn3Ur1yIBBka1Xb2NU46Fp3d6XLTlivcvpe3jn8ZNSGVuU2zy6bCPAXqK1t6rNGVNf0DxuzDwprNCrXNosiGhFiggavazbKZB5QREDHPB2dRkUsrI+HJ1/8MlVGPQFaCwKKOLhQUQj0W4E2xINhgJ2+OP0nAGS4xbI2buzDwSxlu7HkPg+gCACPEbrGWYzw2p1QdgIMPnDff5VN8AhYLTIv/7SHugoBX30ND2z+JfoNl/fHn6gAsBMSEkJSUhLp6enjmyHQ3QyHfg1PJ8Gza+Cdr0LGS1B7XhEG3mHK/ItrfqLYn35YAV9Ph4//CVbfj+Suo3f/J8HSgRiyBsNnziJ89SQ8VgUP7oMbn+yfn3H8D0pHpbrccX2vk01kZCQmk4na2tohb9dqtYSFhfX9Cwoa4kl/lRIaGorRaJwx/fXd3d259tpr2bVrl6tDUYWrRgTs2rWL66+/Hr1+hF5104j6+no0Gg2BgYGuDmXaUVxcTEBAAH5+fs55gADbyWBjEVhnzsTE0bh48SK9vb2kpKRMyHK3fm0y3t6emC0Su97fPzU7nxi84OZfK58ff1Y5ObUhBvqh3Z4KgPk/e2HpJ5TT/JZSKNw/aKmBPfTTS+DzLw2xz59/Heg9lTWqzgxaY3GE8lJe2abDaIZgjW1YV+/gN153N0UEBJlsA8N6BwsFO/XtyiZfb1ZeZ3wCBaqq+7MLNbUDJg7bBFtTt7KJbdMJxAaDTjt43c42mdglGgLnCLxVowiWz62HxvYm/ntJ2fDfnjgXd70S46WaYmDoeoDurlqi6g8BoFn4pTE/96SuKkzHbb3rF30dTcQ1w19stcCbn4fCA6DzgHvfgvDloz7Gu88ZyU23ohN7eGDh5/D91A9B0/8DUUsA2ImNjSU0NJS0tLSx19U0FcN734KnF8JHP4OOWtB7QcxG2PiwMu/gO7nwvXy46zXY/AjEbQa3/iltUlshvXt3grEJMSgFwzVvIehs34veA+alwrqvKPe/+w3wDFIK5v+8WZm9McVPiTUazYjZgIKCAsLDw4mNjeWuu+6aLSQegEajITw8fEZagmYCV40ImGlWIPtsgJlS3zBZmM1mSkpKSEhIcN6DBCcqVoHeVsh2vEf8dMTuR05NTZ1wpyq9Xsf2LakIArS197L3w4NTUwgk3aicbEoW2+yA/lN+3cevBVHAmnkRa0UTJN+h3JD+t0HLDLTLaER4PR1+vvuKi/SesOAG5fMhLEFxYW64a0xIskB+HQTplGLsRtPggjw3mwjwt9oGhlmGt4802LoDaW0WH58AkcqqfhHQ0tpBj63FqL0wuKldWbdNJ5IwTLmSf4jIF5/y4NO/9uRIgYAowGfXwff/9nVaLFoiDSa+c++f8HFXNpLF9RVYrHDoknL/7QOa8JxP/yluWCnWBrBm8QNDPNpgZMmK6fDnwdiMGJg88vAqSYK3H1LmAGgNcPfryqZ2FE7sNnHo38rz9u7Eh5m3YSFEr+uPQWUBAEoh69KlS9FoNGRlZY1swShPg9fuhmeSIe0vYO6GsCXwiefhB6Vw//tw3c+UeQcj1DxIHaUY99wEPXUI/osxXPvOyJ2VFtwAXz2pTFO29ML734VXPgFDZK2mElFRUXR2dtLYeHmcqampvPzyy+zZs4c///nPlJSUsHHjRjo6HB8SOFOJiIigqqpqxliCbr75Zk6fPk1d3fD1VNOFIc5oZh719fWcPXuW66+/3tWhqIIkSdTV1bF+/XpXhzLtKCsrw8vLy7npWq0BNnwdPvwxHPoVLP3UZad/M43m5mbOnz9Pamoqnp6eqqwZFhpI8rIkMs/mUlPXztGjx9m4cf3Ua4V706+g6JCyoTrzCqy6DwAxLAjNxpVYD5/G/O+9aD5/v3LieWmP0lver7+jV0wQiAJIMjy+E378Ljz+DiwIg08ObFKz5HbI/g+cfxuu/4VSpGzD11fpEFTcGcTFaggx+EB3F41mxRZi7Jb54GUjK3bo8A1TRIC37AvUU64Z3nLVYOkAAWSrHwBu3hYaq1sB8PR0p6urh+raRuJiIpC7erDKIs3tShaiTSeSOMpMxn+mK4cY1y0Go6mCA4UFgMjD7hq8RD+CvP2pbWukuqWOM2XQ3gN+HpCszC3DZOkhrPxtAFpj70I3xr8zS/avkOqOg9YL/ZaXETTDZIhlGd57RBn4JmrhM69A3JZR1y84a+HN3yqe9xvmPU1yxBG4vj+D4wwBYEej0bBq1SqOHDlCQUHB5bZHyQq5u+HYs5e3rU28BtZ/DWI3DzngbDikriqMe25G7q5C8J2P23W7EAwBQ18rSZQ1VZFTnk9+bSkllsVYdL34thShzTpPU+6tlPgmohU1aEQRjaix/RP7Puo0WkRRg16jw9vdEz8Pb/y9/Ajw8iXIy58gH39CfAIJ8vJHq1X3NVen0xETE0NBQQHBwcF9X7/hhhv6Pl+6dCmpqalERUXx5ptvcv/996saw3TF/n7b3Nw8I9wLoaGhJCcns2/fPu6++25XhzMhZu7OZACHDx9m6dKlM+LJB9DY2IhWq8XXd5Q+1rNchtVqpbCwkGXLljk/g5L6gNJJo6kYzr0BKXc59/FcRE9PD+np6SxcuPCyN0Y1WJGykIrKWhoaW6iua+fkyZOsXbt2agkBvwjY/gOl0PHDx5VOPl7Kz0H/iWvpOXwa66lzSHftRIzZCCVHIeNl2PGjviX0WogOUgZgbZ4P37wGfrcP7n0RYoJhZbTtwoTtiq2oowbKTkJM/yGAr48XYR5VFHcGkVMpsc3PH7praJCUAoMj/zVx4A0zFfkSX/yVIgI8BD8AKg1DD76RZZlGuRsEsJiUAnqjVekAE+Dvw5w5wVy4WERNTYMiAjq7aZN8kSQBWYROrTBsJgDAKsHLJ5TPP7ceHv7bd+mRRJI8erilchFSWXXftd3Gnj4r0NYFSsYE4Ezm71gmddEiuLFi1djaglprj2M++yQA+nXPIPrEDX2hLCuFsKdfVDbGn/xLfzZmBBqrJV58vBfJCilhH3D9vGdg+1PKnAmcKwDsuLm5sXr1ao4dO4aPjw9h/l5KYfqJPymWMgCNHpZ/RrHphDpewyN31ykCoLMU2SuGsiV/4MK5TPJrSihprKS6uY6G9mbaejroNvZgHtYa6ad86LVCq7o1AqIgohFFtBotOo0WT4MHMSERLJu3gE1Jq1k/PwW9duwW4djYWPbt20dra+uwdlI/Pz8SExMpLCxU6buY/giCQGhoKLW1tTNmH7Z161YOHz48KwKmAwcPHmTLli2uDkM16urqCAsLm7UCOUhlZSV6vZ6wsFGOJ9XA4KX4aff+SMkGLPv0hLMBcm8D1vL/gcYdwScG0TsGDIEuex5YLBbS0tIICwsjJiZG9fU1osj2Lan857/76Owy0trWy6lTp1izZs3UEgJrHoKzb0DNOUUMfPIvAIhR4WhSl2FNO4f5rQ8xbL/fJgJega3fB03/95AQqoiAgjp4+lNwqRb+dx5ufRbSH4O5/igZpoU7lc3c+f9cJgLc3PREeHVDvTIr4FNzg6AZGmTFonTxlOIPL8uzIgpuiKKIu6h4upvdZDqMXXgbLs/idFp66BWV+/f0Ku06O02KFWLu3FDCQgIVEWCvC+jspkm6oj3oCH9qH12EqhYI8IR5/hfJLC8GBL7tbUYs8sfa2k5etVILsHXhGvbbyi622WpxJVnCUPAiABVzb2Su3meIR7kc2diM6cj9IEto4u5EG/eZ4S8++JRS7wFKxba9OHsEejplXni0h642mXmhldwZ+1WEsEWQ+qDy+JMgAOz4+fmxInEunW9/G7n5MIKthSfu/pD6BSUm7xEmuV2ByWLiTPEFMoqzySvPwVCzl/oeC0W9iZT26pD3f3NM6wgIGHR6vNw8CPD0JUIns6Qxgy6NO6cDVmKVJSRJwipZkWT5ss+tshVJkrFKVkwWEyaLGYvVikWyIsmDi+4lWUKySpitFnqA9p5OalrrOZGfyZ8/eg0AN52BUN8g4sOiSIlZxLZFa1k2bwGiONgtbTAYiIqKoqCggFWrhp4l0dnZSVFREffcc8+Yf7ZXA2FhYeTm5rJo0SJXh6IKW7Zs4etf/7qrw5gwV4UIOHToEE888YSrw1AFWZapra1lyZIlrg5lWiHLMsXFxcTGxk7epjn1C3Ds/6C5BM6+DiscPzGQZRmp7hiWvL9hLXsXpCu88XpfBG9FEAjesYg+sQi2zwXPcKdN6JRlmbNnz6LRaFi6dKnTfqZ+ft6sTV3G0ROZ1DV24OVpmHpCQKOFW5+B57f1Z31slhHd7ddiTTuH5fBpdJ/6IaJXiNIuMXc3LP5Y3xIJIbAXKKxXTrn/9UVY+4TSEvPxd+Bvn7NduOTjigjIeQduerpPWAqCQHyQGYohrwZCvOcA0CQIdLRbKbmgiABTD9SVybi7Gei2eODXK9DqJlPZUE5SxOWnwfZpwd49It3dyuM0dyotQSPCQwkOUuoEmprb6O01IXd10ywpp3yNovJ8GGla8Iu2Lop3rYFvv/IjLAis9u5ic40yu+NIbjoW29Czz2+5m6ceU663FwWfzn2NJaZazIgsSv3piL8iUJ6zpmNfRu6qRPCJR7/2t8NffOxZOKBkC7jpl7Bi9A2dZJX5+896qC2V8PW38ED0reg1vbDzN6DRTqoAoDYHjv+BOdn/BqvymiEHxCCs/6oyyVo/vG0vvfAcx/PPcKGykNL6CmpaG2jv6RziJH/wEEBREHHT6fF29yLQy48wv2AiA+cQHzqPpIh4Fs1NwN/rigx2cyn8dqkyXfvRlxyyI12JJEm0dLdT39ZIQ3szTR2tNHW10tLZRmtXO+VN1RTWlVPb2kCPSall6TUbKWusoqyxiv05J3j6PUXEe7t5Msc/hA3zV/Cla+4iMlD5m4qNjeXAgQP09PTg7u7Ot7/9bXbu3ElUVBTV1dX8+Mc/RqPRcMcdd4z7+5iJhISEcObMGTo7O5373J8kNmzYQGlpKRUVFdN6YOuMFwF1dXVcunRpxrQG7ejowGg0qm69mOk0NzfT09MzuS1V9Z5KNmDPY0o2YPmnLzv9HQnZ2IKl8DUsl/6G3Jbf93UxMBm0HsgdJcjd1WBqQ246i7Xp7OBFNAYEr2gEn1hFJPjEoQldj+C/aMKb9rKysv/P3llHV3G1Xfw3cz25cTcSkhBIILi7Q4ECLdTd3fvW3d2pt5R6C4UWCgWKe3APHnfX6zPfHycJpAQnhORjr5VFuBk5c23OPs/e+6GoqIjBgwc3uGJ2NpEQH01aRjbpGbkUldoICXI//4hAeDchAVv3Jcx+SBgfdUY0cVHIndqhbNuDY/ZyDN1vgGVvQ9I39UhAbULQ/hqfmacJPr8OBr4J0zfCx1eDmwGh2XbzEx1rDy0XEqEaxIcI092hIi0e7mFIqopLktiythLFdfg1St3twmgyUFVtIbxSkIC0grSjSUBNj4CgUjFpkzVQbS9DI0uEBPuj1+vw9vKgtKyCvJw8/K12impIQIlWxqiD8GP0iiuuhD+3iN/bB69n+opMQOJ//hXIjl6oZDNzr9AKBXr6sa/AD5sTQrygXYiY0Ffu+FBcr19vunieuBLl3PMVrvS/QdZhGPTd4fSa/2L9tzD/afH78Gehz10nPDbAn5/Z2J3kQmeA23o8ipclV8htovqeGwKgqiK9aNVHonlX7cORfdgfMIrSkD706Nn7qM9+pbWa75b/wZ8b/2Vv9qHjyHYEwg0O2poshBpVbEHDiInqQY/oDnRu3R43vfHUx13badlhEZ24jSeu6BwLsizjZ/bGz+xN/PH7t2F32lm3fysr92xkS+puDuWnU1hRgt1ZE11rraIiJ4V9OSl8u2wGPu6eDGjXg7tGXENAQACpqanEx8eTmZnJVVddRVFREQEBAfTv359169ZduEf/B1qtFn9/f3JzcxunSec5hqenJ926dWv2kqAWTwJq/QC+vg2blZobcnNzCQgIuNAg7BRx6NAhWrVqddbNYidEz1tg5YdCh7v11xOuKCqV6Ti2vIYrZQa4xEoVWne00ZejbXsLsn/num1VpwW1IgWlIkWQgvKD4vfyFNTKNHDZUMv2opbtpbZQ7gAktzDk8BFowkeiCR2CpDu1hmnV1dXs2rWLHj16YDAYTmnf04EkSQwe0IPfZy6gqLiMsNBAkKrPPyIw/FnYNVv0h1jxLgwTE0n9ZaOwbtuDc9EadKPvQl7+LqSsEB2AA4RpszYhaP8Rkf392wjTcEohzNoiVszR6KDDRJEytOOPeiQgNkSPQXZiU7SkW0Pwcdop1hnYuc4BGNDpwWEXJMCrk3jdwqphJ5Beelh/X4uCQtFEzK/UGwCTh0v0hwr0Q68Xz7nRaICyClw1PQJqSUC5TiY2sJ53uR5+TgK7EzpHwOcLXkJFYoRPOd09hqAJ7YAjJZu1FekgwciO/fm+xjswpqNYKN6cvoLu1XsAaNX92YZPcgSU4p04NgjPgK77K/U+R/Ww9VeYUyNrGfgwDHr0hMcGWDv3cBLQNZeto1XadNFLYNTLjU8AnDZhGF/9yeGO0pIM7SdAv3uRInoQabNxcMkSsrOzCQsLY2fGPr5c/CvLk9eTV3Z0Ko9Bq8fbzYNgn0BiAlvRIaIN3SNjSdj/LHLBWjD4Yhw9D9m3w5mPX+8GBg9BACrzzogEnNJptXoGxvdkYHzPeo+XV1eyPDmJVXs3sTV1N8lZB7G7HJRUlTN702Jmb1qMUWcg2juMRy65jZ9//rnRF0JaCoKDg8nKymoRJACEJGjZsmUXSMD5jGXLlrUoP0Bubi6RkZFNPYxmBYvFQm5uLkOHDj33J6+rBjwtVoA7X3nMaoCqqtgWXS66lwKSTwe07W5FG305UgN6Z0lrQvJJQPZJOOpvquJErcpALU9BqTgkyELJbpTcVajVWbj2fYdr33cg65AD+6AJH4UmfASSd/xxqwS1MqCwsDACA4/j+jzLcHMzMqh/dxYsWsP2nfsZMqgHRQXZRxEBu9PO0l1JLNm1li2pu0grzEan0fLcpPu4vPfJN5E6LRi9hHTk1xtgxfsiFSqgDXKHNshtW6PsTcG5LBl929GwZ56YyI8VjcZqScCBfJFIKQtJPdf3hRdnw/drakgACG36+m9EZOX494VXAPD2MhNsKietypfdpb74O20MU7MZbp5IrvuXdB4TzbLpDlJ3K/TqJfYJsdR0DS4/umtwfpFojORtFRN7rUkYiMNCD7/uNpt4zOQUsp1iVXgCSnUy3Y8jBZq6WvzbNXwFczcWIqPycHARhstexbVmDykaKzmSSNe5pv919KlR5txeU9BN3fw67VDJcI+hbeiA474sqrMa27IbwGVDDh+FNuHuhjfcPQdm3iVW1HvfDiOePylpyoFtRyQBXeuka35NM7BhT6GaAxuPANirYO0XsO5zke0P4vum2/WieuEbVbepRqMhVS3i9U8fIqM8D4ujfrdeSZKI9A9jdMcB3DbsCsJ8/9PR2GnBtvhylIK1oPPEOPKvs0MAamEOFCSgIh/8GzG++STg6Wbm4m7DuLjbYYK9ZOdavl76O+sPbKPSVo3VYWN3wSFu+fJJtLKG9uFtuLLvOK7pP/6UjMb/3xAcHMyOHTuw2+0tomfT4MGDue+++5p6GGeE/xck4PXXX2/qYZwVWK1WSktL6dmz54k3voA6pKWlERAQcNbiK08ZPW+GlR+IasCWn6H7DQ1upuSuFARA645h1GzkgJ6nLduRZC2SR2vwaI2Gw+RHdVpQclfhylyIK3MhasVBlNwVKLkrcGx8Gsk9Ak34COTwUWhCBh0lmUhLS6OysvKYprjGROuoMDolxrFtxz5WrNrE2FEDSE09UEcEvlvxB89O/6DBfe//7iU+XfgTP9zzTp22t1HQfqKIW9z3L8x+EG7+G0mS0F0+GtvLn+H4ZyW6J69D2jMPtvwiJpp6N6L8hBfAYofsUgivKVzWkoBaE22YDxDZBzxCRErQ/sWiXwG1CUE1JCDfQKDLzkW2QsJ9sxjd/W3iL/+GZdMd5KUpyKqQbQQ59ICFdEvBUZeSXyEe87D7UwGoWhElGh52eHZvswsSoHc4UVUocgn9T5lOrtf/4Ehsy4DNaaDXKqzeKbxal/iXEh84HDkgFMUrk4XGUgB83D1Zsjccm1PEgvZoDcmFe+hVKuItvTs9csKXxJ70GGrZXiRTMFuC7+GXaS9TbbdisVspt1dRSjXv9xxM938fExGaXa6BMW+dFAEozFb45lkrLid0GaJltP8zkFYCQe1Re97WOARAVcXK/4LnoJa8eYRAnztFRK1JvAZZxbl8sfhXFm5bSVpR9lEZ7Sa9kc6R8VzRdxyTe4w6ZpVUdVRiW3wFSs5y8d00Yiayf5ezcy21qF39t5ae3eOeJQzt0IehHfoAkJx1gE8X/sSiHaspqS7HqbjYlr6Hbel7ePq39xgY34PXrniU6KDmqxNvLJhMJjw9PcnLy2vWOvpa9OvXr9n7Alo0Caj1AwwYcPyVouaCvLw8vL29MRpPQ3f5/xSKopCWlkanTp2abhB6dxj4kEiOWfY2dLpcmOD+A2fyFwBoY65EE3jiZkSnA0lrQhM+oqY76tsoZQdwZS3ElfkvSu4K1KoMnHu/hb3fgqxHDu4nqgRhI7Dqwtm5cyc9e/ZsMglOrx4dKSuvJDUtm4VL1jFh3GCSd+9k3bp1rNm3pW47s9GNCL8QOrZqx5q9m8gozmVP9kF6PnMp1w+4hNevfLRxSviSBOPehY97iSSgrb9Al6vRdGuPHBWGkpqFI1lF7xMlSOGOP6Dbdei0QvpzIF/81JKA6AAhC1q1H35aB49dhBDnJ14i4h53zKhHAkJMQtazO1shQi/hsPiBOYuOUX/gZngKv9AQirJVqvLFhNRfcQMsZKhHNzYqqC4BGUzOACoAWW9Bp9MSGHhYWllbCdDb7VSoHjhUPSpQoZOOaQqeWmMI7hiyhIzcUvSSwgNh+eguEuZeVVFYYBSdjgfF9+KL5WL7OweLp3fThte4VLVTovMhtM3xo3edKTNFxQuJ2eabeWDKUw1u91bZPn53OQSJm/jxsXVMR8BSdUQSUFuZa65LRvruO3EN495h9959Z58AZG8TzbXS1or/e0fCsCdFDwmtnpLKMp6b+iILtq+k3HJ0o7ggL3/aeIZz9+hrGdqt/wlPp9rLsP07CSV/HWjNGEbMQBPU+4T7nTJKajrsHqcp2fmC+LBYPr7peRwOB7//9Qe77Bks2rWW9KJsFFVh2e4k+j5/GbFBkTw18S7GdBnc1EM+rxAcHExubm6znTQfiZbgC2jRQraW6Ac4J/GWLQh5eXl1GcVNih43i9W60nRY+MJRf1aqsoRpEdDG337OhiV7xaJLuBvjyFmYrs7AMPwPtO1uRzJHgWJHyV6KY/0TWGd1wzarE13V3/Bz7Giyzo+yLDFscC/8/byxWm0sXLSWLl26otFo6Bd0WJ7w4z3vsfTZn/jwhmfZ8NqfPD/pPnQ1CS3TVswk/tFRLNqxunEG6RsFgx8Xv//zNFQXiWrA5FEAOP5ejtr5RvH39V/X7VbnC/hPE8obaprMTlsjFoGBw3GVe/4Bu1ihN5kMhJmrANiZqeIva6mq6QosSwqObW8RFS+8RKWZ4nFvSZh+c7UO7Ep9Q2iBQxADnVN8f2pMNkKCA9DUTJCdThcul3CbaAtK6vwA1QYJRZIarATYnfDjOgCFovx3AbgmqJhWwf3QeAud8P5Vq9imrwYVerS5if154GGEq3tBankOHfMXASC1uw1JPrY3SqlIw75GlOrXe1/BA3/PBoTe3d/XD53v4XSbTkYbxI2Ey74+qSjfI5OAPP0kbn1BRf/3HaCqqJ2uZHe199klAFWF8OcD8NlAQQB0bjDsGXhgPXS5mt25aUx4504SHh3N9KR/6giATqOlY6u2PD/pPg58sIRtb/7NRzc9hzWvHKvVetxTqtYibPPHCQKg98Yweg6a4BMTh1NGdbEwugP4NR+tuE6nIyGmLVe0H8n6V2ey771FXDdgIiadkNodyEvj5i+eoN3DI3hz9pc4ncc3XP9/QXBwMPn5+SjK0ZGuzRG1voDmihZNAlqSH8DlclFQUHCBBJwiUlNTiYyMbPqeCno3uKQmc3ztZ6LL7BFw7v0WVBdyUD9kn6bJUZa0bmgiRqHv8x7GyTswXroZXc83kUOHoko6DI5cvAtnYVs4AetffXCm/IFaE+F4LqHTaRk9sj9ubkZKSstZvGw9PXr0ICE4Bne9qLC8O/frevvcNeIadr09n4HthIyprLqCa6c8wsVv3UZRZenZH2T/+yAwXkxuFjwPgKZvF6TQQKisxlkUI5o1ZW2BTNFJtrax1t7c+oe6rDsYdSIudHNazYPh3cUqsL0K9i0AhK67baCYaOzLl/HXGCk7YpLsOvQb7dqJ3P2CNDFR0eq9MDlAkSCrqr4kqFAV5EJyeIttjXbCQgIgfw+oKtaaKoAkSUhZeRS7BAkoqiEJDVUC5myFokrwNy6gWinBLLu4O7QAXe//AaC6FBbt3wBAgM6Nf3ZFA3BdHzAbYdHm94lVyrFJOkISj53RrSoO7MtvAnsZ+3SduHqhMMx6GN1554EXoHsAkllUszQ+JgaGRsFVP8BJ6rn/+tzG7nUudHq47VUT3useg4K9qB7B7I2+/uwRAJdDfF+83xU2ThUsMHESPLARhjzGnO1r6P3sZIa+ch1JB7aioqKRZYa278OMhz4hY8oqFj41jbtGXIPZKEhPaGgoAQEBbNu27ZhkXrXkYf3nIpSiLWDwwzh6HpqARpIAFu4X/3qGif4qzQhRUVFkZmbidDrxdDPz9jVPcPDDpbx+5aMEe4t0oNLqCt6f9y1RDwzmli+eJLf0aOnd/yd4eXmh1WopLDzakN4ccYEEnMdoSSSgoKAAg8GAh8epJbn8f0ZVVRWFhYXnj5E6bqSoCAD8cRfU5LCrLjvOfVOBc1sFOB4kSUL2ikPX/h5c/X9hud9XWLp/hbbtLaDzQC3ZiX3ZDVj/7IHzwC+oyrld5TK7m7hoZH+0Wg2ZWXmsW7+Dnj170idSyL7W7t961EqTp5uZ3x/8mJkPTcHP7A3AhkM76PjY2Lps8LMGjQ4miAhLNn0PqWuQNDK6SSMAcMxbhxo/Ufx9/TeA0LsD/L39iBV/wMsNJtZIsKfVpOQgSdCxphqw/Y+6bWODNGglFzanhKoGU6Y5gvyqCm1MYvU9L0WLqkKV0UxYpbgNpFceEU0EFGjEJN9NreTecaMYHP4J4SUr4aOesOjlOimQwaBHzcylSBEVgzKdjKcJAhsIeRG9AZwYnYIQ3xpSiL9fHHKwcPw69xxksVasCsfH9qqLEb1zMORZSojImAVAVeSlSAbvo09QA8eWV1EK1pPj8mb8GgVFVTHqDNx7wx08u20qdpsNV6ZonmWI9CZ6/AcNSvQawtq5dpb+XpME9KSRSOvvsPlHVEkmteezpBVWnR0CcGApTOkHcx8XWvngRLh1Ps5JX/Hminm0fXgEt331NKkFmQC4G9y4fdiVHPxgCT/f9z7923Y/5qE7duxIcXExWVlHG8KVqiys80ajlu5GMgVjHDMf2a/jmV3L8VBY01m3iQ3BpwNvb2/c3d3JzMyse0yWZW4aPJmtb8xh9qNf0ClSRO86XU7mbllK5ycuZsSrN3AoL6Opht2kkCSpThLUEnBkv4DmiBZLAlqaH6BWCtTkK9rNCOnp6QQFBZ1fHorRr4Bva2Ho+1usfipFW8CSDwY/NJHjm3iA9VGbBhQaEYtf4lXo+36I6bJd6Do/BXpv1LJ92FfehnVmF5z7vkN12c/Z2AL8fRg2WHgndiUfJHlPCm/fJDTfTpeT71fManC/vm27seOtedwz8lpkScaluHh37jd0emwsW1J3n70BRvaG7jeK32c/CE472kE9kfx9UEvKcbpqom52/AGWEiZ0Fiv+e3Nha3r9Q9VKgn6pidYEDkuC9i0AazkAvj4eBJuEjKfcEUlJzcJ2UaVYUTcWzSDIbz+WCglHhRtlOiMRFeI2kFF1WIdksVuo1AkSFeq+knD/7XTxnolbynMoehXWfIqtTKxoGvRalPScOjlQmU6mTeDRvtqsEpi/E/TSZhxSMV4aFzeHFKFLvA9Jkigrr2TFtOls0Aspi6/3jbgU6BcLieEwa8d3DHCKZmWhXZ845tPuyl6Gc/u7FDs0jN0Wjl1R0Wq0XHHZ5Xx6cDYqKnH7M3EpIJv1mAO8CPFudczjHYkjk4BG36ina2IqzHkYgIION7PPHnjmBKA4FX6+Br6bIKoubr4w/gMKrv2T2/+dS+sHBvP+vG8pqxavc6hPIO9e+yQHP1zCS5c9iPEksvoNBgOdOnVi+/bt9WRBSkUKtnkjUcv3I7lHYBizANk7/jhHOguorQQENB8pUC0kSSIqKoq0tLQG/94zthMLnpzK9jfnMr7bMHQ1UrMdGXvp/8IVfLrwx3M53PMGwcHB5OXlNZms9GzCw8OD7t27s3z58qYeymmhxZKAZcuWtRg/gKqq5OXlNb2uvRlBVVUyMzPPP/ORwQyTvxQ53tt+E51f7WJFUjJHIMnnSeZ9DVJTU6mqqqrX6l0y+KLr8hSmy3aj6/YiGPxQK1Kwr74X6x8dcSR/geo8vt74bKF1VBi9e4pVyjVJW7FXuoj0DwXg43nTcDgcDe4nyzLPXnovW9+YQ+ealbq88iLGvnkL/2xdcfYGOPIFcPcXk7nVHyPptOguGQ6AY9kB1ID2oknSlp/xMMG4mgXXX9YfPoSqOBmeAMFeUFgJ/+yo+UNwB9FnwGmD5LkAeHqKmFCAfGsMJfqa6M7ycKTwsaAqjOv7PgDVhV6Ua3UMzNRxVbKeONNhqWFhnljZ1LvAXXt4lVNVy7GGqyhSFbbtQmPvqShQZanrFlymk4hrQLX4w1pQVAjWCHI2xq8Ms5sPmujLcTicLPh3DckFe1Ak8JeMzNvVFhBVgDJ7FaYD3wNQGtAX2avhVWPVWoB9xa1UuiQmJcdR6hBdbIePG8mf+cJMe29RNmk5oq+BIdKbaK8w5JPorF2UczgJqPNgLaOvdsFvN4C9isrAbmzxGn5mBMBeBYteho96iLhSWQO972DbpN8Yu3QNHZ+4mNmbFtc18+oUGc/fj33F5tdnc03/Cad8utDQUAIDA+tkQUrpXmzzRqFWpiF5RAsC4BlzetdyKqglAc2wEgAQFhZGeXk5FRVHm+trEejlx5e3vUrKh8v438W3odNoUVSFl2Z+wqjXbqS8+mgTd0uGv78/NpvtuM9Zc8LgwYNZunTpiTc8D9GiSUBLkQJVVVVht9vx8/Nr6qE0GxQXF+NwOM5P4tSql2hEBPDXA6gVYpIlaZsowvQYqKqqYteuXXTu3LnBNCBJ74mu4yOCDPR8A8kUjFqViWPdI1hmtMex82NUR1Wjj7NTYhzt4lqjqrBo6Tqu7ikmRFnl+SxaseSYRADEzXn+k1P59o43MGj1KKrKzZ8/zox188/O4Nx84SIRg8nSN6E4Be2IvuBlRs0vwule0zV4/begqlxVEwr1S5LoF2Bf/wSWX2OQy3ZybU0oy/dHSoJqqwE7hCTIy9NMiJsgAekVMZToxUqbSV+KNUo0y4r1/ROTvgRroTd2nZYJh7T8b6OJ7tWHh12QL2QiAdUmvEyiLJHldQOSQwYJFD3Y9ouYH5/aRmGq0EDXVgKOhKrWSoEcSKq4gLG+ZWjb3gwaA8tXbcSSnc8qVUgEAgL7kFEMfmaY3B2m7/2TsTbhZwjs0nAVQFUVbCvvxFqVxw17o0mzaJAkia7D+7C2ah9aSeaNklx89h+gQNWi0crogjxobT5xZOyRSUARbWWufdKIvOBpyN2J0+DDhtZ30K//wNMjALWRnx90F+lhThtED+LP/m/SY81+Rr3/AJtSdqICWlnD2M6D2frGHBY8OZXu0Ymnfr4jkJiYSElJCTnJi7H+Mxq1OhvJq60gAOaTq46cMZo5CdDpdAQFBdWTBB0LWq2WR8bewubXZxMXHAXAtvQ9dHx8zNldfDjPodFo8PX1veALOA9wgQQ0AxQWFuLj43OhS/ApIDMzk7CwsPO3k+OQJyCkE1hKIOlL8Zju/DHF1cqAIiIiTtgUTNK5o2t/L8bJO9H1fg/JPRwseTg2PIllegKO7e+g2ssbbaySJDGgX1dCQwJwOJx4V/qirTHEzty5mHXr1h2XCACM6TKYZc//hJveiIrKvd+9wHfL/zjuPieNTldA9GBwWmHOw0h6HbrxoneDY7MFVWcWE6FDKxjTETxNkFkCqw+Akp8EtiLs65/g+j5iQj9nmzDXAodJwIElUF1UrxKwpzQMW81XvFFfTqk9EcktBElS8fNIw1rkA5KEqheyHzXjQN2QI2La80bYpdzqNwFfsyABLnMskqPGZ+ERQoVT6H28yquwKCYsipChlOnkoyoBaw6I1CMPzVqssg1/nYNeXja08bezfed+DhzMwCc3hzUGsTJo1YrO2jf1VVB3/0bprs9xw0WleySa0CENPs3O3Z9iz1jAvftbsaVCjCV2QEf2q3m4aQx8VpLH+NT1fGIRDc2CY1shyRLRHscnAbVJQDkpIgnotldN6A/8Wefl2NrmHnoMGXd6BCB7G3x9Efx+M5Rn4fRqxceRN9BmexV3zvyWjGJBijxMZu4bdT2HPlrKN3e+UWc6PVMYDAa6REq4r78GrAVIvh2FB8CtEXtp/Be1jc68ws/dOc8ywsPDyczMPGl5S4CnLyte+JX7R92AhITVYeemzx/jli+ebDGpOSeCv78/RUVFTT2Ms4J+/fqRlpZGenr6iTc+z3CezpDODAUFBS3KD1BUVIS/v39TD6PZQFEUsrKyCA8/j28qWr2QBWkNqAUiueS/jbmaEllZWVRWVpKQcHQ34mNB0hrRxd+OcdJ29P2mIHlEg60Ix6YXsExPwL7lVVRbcaOMV6ORGTW8L15eZizVVnoFCyft8tTNSJJ0UkSgdUAEq178HQ+TeB2e+OVtPlnww5kPTpJg/LsiDWj/Ytg5E91FA8HdhJqVj8vnMrHd+m8w6uDSruK/vyQBNdUhJWcZCdK/dGkFDhf8VisXCogThlHFCbvm4O5mJKImJnRPiRcaV20loIzyIgXJLEzyPuYMLMVmFKeMy00QJjXn8A0swDuAS/pcSp+Yi/D1EI9r5MOVqgW6dkxIzWJlThLm0oo6U7DqJpHQSiL+P3PIb2t6A0QwHYCLfMvRR19CTqmGdeu3A5BRvB+7pBIoeZKUJt53t1c/zYylrzLBuhcAr44PN+iLUgq3YtvwLE8cCmNxqQhPCOnZhnx9FX4GT37AyMDUtcxVAkl16UGSqAiW0UgyI8OP33xx9hf/SQLSpKHOEtGjhyIuod24u0+dAFQVwV8P1kR+rsGhNfGyeTCtU7x4ddMGKqyiLNPKL5RPbnyB/e8v4ulL7j7r3WhdeWvx2HQTOrUKi1sCxtFzkYxnh2CcFFRVdAqGww3DmiGCgoJwOByUlJSc0n5PXXIXi5/5Hl+ziOqdu2UpiY+NYXfm/sYY5nkFf39/CgsLW4wvoFu3bqxcubKph3LKaJEkYNOmTcTExLQYP0BhYeEFEnAKyMvLQ6fTnf+vf1C86BhbO6dxnR8rQIqisGfPHtq1a3daTcEkjR5t3A0YL92MfuDXSF5xYC/FufV1LL8nYN/4HKol/8QHOkUYDHrGjByAwaCnu19nZGTKLZWsKNiORqM5KSIQ6hPIupdn4OsubsqvzJrCm7O/OPPB+beBQTXdbec+gSTb0I0ZBIBjv49IA0r+GypyuapmTjp9I6jaw5NL+4anuaGP0IPXpQTBEZKgmUiSREygiiwpVDm0SA5hRDTpyygrdCHVSDyCAzNQFRlrsScON7Fq7sjOpKxM+FPKy8spLy+nKDMHN0MpAFrn4Zv1jLR8FCCzKge34rI6U3BMjMy2F6HrEYFclVb4fQOAjWpJxP2M8yvDEXUz/y5Zh6qqtI0KJ8ki0jW0+r6oKgz3Sybq4Kck+3kQplZj03qgj726wafXZcnnhZQgZhaKbrk+nVtR7akSZQ7mt5BedNj0AwoST1eJEoU50g9JK3N97Cjaeh3bN7RunoMlv4n3zNVPGIls40L97UYkWzklnm0JvOrDUyMAdZGfXWCDkIDN9e1H28I2TEnNx6G4kJDoHp3Igiemsv7VmUzuPfrkj38KcGUvxbZwAjjKUQP6kmR8lArbOa42O62iSzOAofkm32k0GkJDQ08rISYhvA073/qHsV1EhauospRhr1x/dhYgzmN4e3vjcrlajC+gR48ebNq0qamHccposSSgW7duTT2Ms4JaP4CPj09TD6XZIDMzk/Dw8OaRpNTnblRfUbGQUtaCq+kbyqSlpSFJ0hmbqiVZizbmSowTN6Af/D2STwdwVuLc8R6W6e2xJz2OUp1zlkYt4OVlZtTwvviZvOkbLCISP/33J9olJpw0EfAze7Pu5T8I8hLE+/15U3nmt/fOfHADHwb/WKjMg0UvoRs/BAx6lPQCXG5DxWr+xmkMjRfxmoWVkFt9eGKkliZzXdCPaGRYnwJ7ap+69heLf9NWg7UcX293Ao1CL2SziwmqLCuk7U0ht0KsJPv7ipVGS6E3ZTWSuerMTDZsEBn9SUlJrFixgoNbxcpWpc2X0pTtdWPZWibep07FiaGguM4U7B929GduxkaotEGYYSkWyUmwzkG3yHgWbLVhtdrw8/Omg5uGlXpBQFJslwJwl+sV5vqEcZEqtNbG+NuQtA3HeF4x/U9+zPMGIKhjFIq/nkSfaH7peB0R84QXYl6riRTYnSCBFGEmxOTHfe0nHfPlOrjNyW/vCoP76Bv0dBumQ134PFLWFuxaM/prf8Ts6X3M/Y8+4DKY0r8u8jPFux0D7b24ZV8J1U4nEhJjuwxh5zv/8PdjX9EpqvFSeVwZ87EtmgzOauTQYbiN/pPw1u1ITk5utHM2iNoqgCSB7vzyRJ0qwsPDyc7OPi05jyzLfHPH63XeJBWVV2ZN4alf32mEkZ4fkGW5RfkCunXrdoEEnC9oSSTggh/g1OBwOMjNzT2/pUBHQpaROlwJgEvJRf3jlsMrY00Ap9PJ3r17iY+PP2t+CknWoG19KcYJa9EP+w3Zvyu4LDh3T8E6vT32tQ+iVJ49LWVoSACD+ndnQEgvPHRmnIqLu6c+T69evU6aCHi6mUl6eQYRfkLX8vXS33lg2stnNjCtAcZ/IH5f/w1S+R60I/sB4MirkV1t+A4tTi6riXhPLqhZZTYJX4Yp+RUmJooJfp1B2L8N+EWDy0Hppj9xOe2E1PgCrDY/7IqoBriqKtB6RgEQGiQqMZZCL+QwER9qjhrC8OEiuWjEiBGMGzeO6ECxb5ktlHCNkHLl2LTkOMXjqsuJxmqrqwSousI6KVltmX9qTWPmMOdvgEgFStGPpaCgBINBz6jhfZk9fzoWWcEDT0odiYTIOYw1/sO/gcF0cxWhSBoM8Xc2+LTe8vkTrNm3GYCYhDisgVr8DV583vMefGfdA/ZKiOrHk/vFNetDPJENWp7pcj3u2objNItyFL6uTQIapGX0jXrU3XOR1kwRz+WET3APbdvgvkehOBV+vhamjof8ZKoNvtxjGESfAzL7ysUkuF1oNGte/p1v7ni9rodFY8GZ+ie2JVeBy4am1TgMw39H0roRFxdHQUEBxcWNI9lrEDXRtug94Hz1b50k/Pz80Gg05OeffpVzTJfB7HhrHmE+ItDi22UzuOWLJ8/SCM8/tCRfQLdu3diyZUuz83Q070/dMdCSSMAFP8CpITs7Gw8Pj2bVVE3b5REkQwCqDhxZf8Dsh+p3izqHOHjwIG5uboSEnH1joCRJaFuNxTBuOYaRfyIH9gHFjnPP11hndMS26m6U8oNn5Vxt46Lo3bUjw8OFL2j57vXszNh3SkTAqDey9sXptKlJ8fht7Vxu+fzY+fQnheiB0PlK8fr+9SC6iweDVoOSVobLFSv6R+xbwNU1KUE78gQJ0EZOQPJojWrJ5ZmYjwD4Ya1KYVEJycnJZLqJCNeqLbOQJbWOBFTaQ6hUxeq5UVIJjhFaI29TNgDVBd5YPYQWW7U2UDmrEvnn5c5gPCr2gwpry4+QvzjFc1ikEZMWNx8b+/fvZ8mSJSxcuJA5y5NZsQ9kyUK+vAeA0YGwJktUmYYP6YWnhzurskR/BicDAYlb3b5npV8YAxDlDilyArJ76FHDe/TH15m7dRkACW3aURgqbsBv9bwT/2VvQs52cPNjUfs7KKgQem19pDfDQrsxPLThe8SRSUDhcTLXPmVEKsvANUM08rP3uANTl0sb3Lce6kV+zkaRNEzzHULbnFD+yBI9FjxMZr687RWWPfczrQMaP87YefBX7MuuB8WBpvVk9EN+QNKI7tFGo5GYmBh279597nTatZWAZiwFqoUkSXUG4TOBWID4g/gwEc86d8tSJrxzR7ObXJ4MWpIvICEhAYfDwf79zcvP0eJIQGFhIenp6XTt2rWph3LGuOAHOHXUSoGaEySdGf1AoTt3eoFrx1SY9/g5JwI2m40DBw6QkJDQqFIqSZLQhA3HMGYhhov+QQ4ZDKoT1/7vsc7sgm35LSilZy5L6Nm9AxO7DifcPQQVlTu+ehaNRnNKRECr1bL8uZ/p2Eqs+s7duowrPrz/zAY2+lUweUPOduQDv6IdKrI/HZU1zcPWf02fGIj0g+IaOY+qOERPBiC26ANizJlklkh8MXsvVVVVGDqKWNSwyp107JBAcE1MaJEtigqEBMhZWVLnCdA505EkBWe1iQKnB5KfN5Lb0VIbrT0FgAolCEOJuLmtLT8s21CcojlcrRyoe9/WDB48mLFjx9KlSxfmJAtfTlvtDCyohBvsBIePQ0VLeFgQEeHBVKVnslpTCkCWcxwyCreO9uc3v2BGO0VUqbHD0c/5x/On8eOqvwBoFxFDeYzwr9zWdhz9Cg5C0tdiw8lf8uw/P4nrCXDHw9ODZzpf1+BLo7hUvn+5fhKQTuvAMu0qtPYKXCGd0Y99tcF96+HAUvi4T13k53a/7nSr6sLj+/JwKAqyJHPL4MvY++5CxncbfuLjnQU4936LfcVtoCpo2lyHfuA3R/UliY2NpaKigry8vGMc5SyjjgScP6EIZ4Lw8HByc3NP+L1yImi1WhY//QMD2omSYNKBbQx66WrsznPXjPFcoCX5ArRaLZ06dWp2kqAWRwJqTcHe3t5NPZQzxgU/wKnBarVSVFREWFhYUw/llKEJH4km+nKQwB6goq79DP596ZyOYf/+/fj6+p4z0ilJEprgARhH/41h7GLk8FGgKrgO/YZ1Vk9sS68/I5mQJEkMHdKLS+MvAiC1KJOpS2acMhGQZZn5T0ylT5uaxKHk9Yx767bTX5kzB8CoGmnR4lfRDe8AsoQr3YHL6gv7FyMVH+LKnlDpEpMje1URO0qiKNO2QXZV81GCIAR7nL3o3r07AT0mgN4dKvPwtKbXVQIyq9pQLomJnstSimSuWW12VRMWJVaj9yqRuH37KoYHjp4YGyVRCbDIAUioqLKONUeSAMWJXdVRbnMDwD9M3FI0Gg1+/oHMOyAqBBHS7wBc5FPO2gLRES0kyAdFUZg5fSrlsgu9asahJjI6IoNsr2ritcXoUXD5dUMT0L3euFIKMnj9L0GcW/mHEtynDRVOCx19YngguBvMuldsOOAh5lTIpOQLw6Yhyof72k8i1K3h9/jsL23sWntEElCAROHvD+NWuAPV4Inmqu9FstexYCmBmXeLbr8lqZSaQ7lSM5CRe6vJqRaJPz2iE9n25t+8euUj5yzC2LFrCvY19wMq2na3i/Qu+WiJqU6nIy4ujuTk5HOzOltRQzbMx48hbi7w9PTE3d2d3NzcMz6WLMtMf/ATLu0xCoD9uan0ePpSSqsbL275XOOCL6Dp0SJJQEuRAhUWFuLr63vBD3CSyM3NxcfHB5OpYfPg+Q59rzfB4ItqAKc3sOJdsZJ4DlBdXU1KSsopRYKeTWgCe2Ec8QfGi1ehaXUxoOJKnYl1ZjfRZ8B1eitgOq2WB66+jk7+4rremzMVu91+WkRg1iOfMbyD0PBvPLSD4a9ej9N5mkburtdBZB+wVyFvfB1Nf/Gd5agW/QPYMJXLujkpd4qUotK8g2i0Wtz6vgXAIP1vxLvtZuZmiUorwm8QMxgAc/pSQs1VSKiUWUIo04ivedlZikvRI9VkwLeKEBPjypJjV33MWkHCHFqxop/i8iTHfngS7FJcFNfEg5rM4O55+FiLdkNWCfgYytmjCp10v4h2WFQPDAYdxUW5LFiwgCV7hBm5Sh0CaLh3UiRT01dxmSNVHLfDfUeN6/IP7kdRFXQaLZdccglbig9g1pp4r/tt6KbfCrZyaNWL8n4Pcu9UQZi0/u50aBXH9bGjGrzWpH8cLPm1JgnocSOt2smkLf6WgN2iU7F0ySfgG3XM54pdf8GHPWHzjygqfOjel4Q0H5bliQlOgIcvMx76hDmPfUWA57lJLlMdVdhW3oFj/eMAaDs8iK73u0jH6ZAcFRWFw+E4oaxlypQpREVFYTQa6dWrF+vXrz/u9g2iXFR68Dxa6tVcERoaSk7O2Qs8+PSWF7l7xDUA5JUV0vPpS8kqPnOScb6gVhLUEtC1a9cLJKCp0dJIwIUuwSeP3NxcgoODT7zheQrJGIC+5xsAOPw1KDpVaIpXf9Lo596zZw+hoaF4eXk1+rmOB9m/M4Zhv2CcsA45qB+4LDg2vYD1r164sk+vLbu7m4mXr3kQg6ynwFLEA5+9iqqqp0wEAH68910mdhfyjd1ZBxjw0lWnV6KXZWESlrWQPBd9F2FQdWWbUGyeONd/R96OOaSpnQHwce4lMS4Ur5gRaCLHI6HwfttnqbbDH7X3nDgxuZX2LcDPy4S/sRKnzZvSGhJg0pdRXqzW9QoI8BYTMGtlwyRAcTnxMomJoKoXxHp5pfjXQxbmdUECxHdUQFj920ltb4ABhs+wIRFltCF5CdlSp8S2DB8+nI7x8WxAGFErlWGEmq2E+23DQ83BT7XhMgSgiZpQ77gv/fExGUViknXH+OuYlrJQPN7tZiJWfQzZW8DkA5dP5fKPH8bmtCPpNLjFB/JS15vrGskdiYPbnfz6jkgCGnW9nq7DtOzbuJyQ1c+LDXrdCh0mNvg8UZErjL+/XAeVeSQZWtOxohOvp5WiqCo6jZb/XXwbO96eR/+23Rs+RiNAKd2D9e/BuA78BJKMrvvL6Lq/fEKpn0ajoV27duzZsweXq+GQgt9++42HH36Y559/ns2bN9OpUydGjRp16qbYshqi0Ywbhf0XwcHB5OfnH/O5Ox08N+k+Xpj8AADllkoGvXg1ldbqE+zVPFBrDm4JvoBu3bqxefPmZuXfuEACzlNc8AOcGpxOJwUFBc2aBABoYq5CDh0KqhN7XCtUVPjnqbrupI2B8vJysrKyaNeuXaOd41Qh+3bAcNF89AO/BlMgatl+bAsuxrbsBpSq7FM+Xs/4jgyKE27bBftXsHhtEsBpEYHPb32F6wZMBCAlP4M+z15Gtd16ymMiKB76ixu7vPEl6NIWVLAUdUNrL2OATyEj+rVna2UnZFy40v8GQNftJZC0DHBfwGCvpYdTgtqOFP9mbcLTXU+IqRyX3ZPKGjmQUV9GWaFa5wvw8RAkwFYlN3gDthbnoNXYcSla9FoxoVlVJkykfU3ieu0odclA/keQgLJq+FO0BEDjFOMe6i2RUuqNLMvEt22NJEmsXjaXQo0TSXXDrnZjeKsUPlj5KVfbhUHc2OG+err1PdmH+GzRzwB0bp3AAsdOVFQmRQ1ibEWRyOAHmPQ5X29Zw9Y04S0xxQdwVfxIOvnFHnWdRTkKXz8jkoA6DdIy+kYdu3fuIGDZkxgc5aIZ2+jXjn79VBU2/SBW/3fPJh8Dl9s7MSHLRKFdvI+GdehL8rsLeWTsLUfv34hwHvwd65xBqKXJYArCMOpvdIkPnbTXJyIiAo1GQ2pqaoN/f++997jtttu46aabSEhI4PPPP8fNzY1vv/321AZaVvNZ9mo5lQBPT0/0ev1ZT725c/hVfHazkIhW2qoZ//btZ/X4TYWW5Ato3749drudAwcOnHjj8wQtigQUFRWRlpbWIkzBVVVVOByOC36Ak0RBQQEmk+nUO3eeZ5AkCX3fD0FjQrGm4eo6Qvxh9kOw5edGOWdycjKRkZG4u59fOd2SJKGNuRLTJZvRxt8Jkowr5Q+sM7vi2PkxqnJq5rtP73wRd50b1U4Lnyz4npQ0MQk+HSLw9jVP1JXos0ry6HW6Wt3B/0P1joTyLIp0gphQEo5id8dj929c1VNiVuElAFTvnwWA7BWLtt2tALza+hmW7VVIL0JIKkI6gqri5cgXvgBVQ6UiqgwmQ23XYEECvI3i+p02HTbb0dWM6txUAEqrwjAruagqbKzpM9DfXTxHdkmh2CA8OEeSAC832PQsPNVlDxtrKiVdokRSU0zrcEwmMablGxaIc6kD0coa7rzMHYuaSjulDAUNtvDL6o6pKApXfng/qqpi0OoJ692WfGsJ0R6hPBM1WGjxAfrdR3ZQN56f/iEAuhAPQiLCeKTD5Uddo7X6iCSgNjLXPGFgz55kDGs/wrdsl/BZXPkd6P4TJVqcAlMnwKx7cFhKeU+JoUthDCvKxfPSyj+URU9/z0/3vofZ6HbUeRsLqtOKfc0D2FfcDM4q5JBBmCasQRMy8JSOI0kSCQkJ7Nu376jPg91uZ9OmTXVxsiDkcsOHD2ft2rWnNuCyWjlQ8/NxHQuSJBEUFHRWJUG1uKTnSB4aczMgKpEtoY9AS/IF6HQ6Onbs2KwkQS2KBGzatIno6OgWMXEuKiq60B/gFFArBWoWDcJOANmjNbquzwJgt6xH7Vlj2Jx5N+ycdVbPVVRUREFBAW3bnmTmeRNAMnij7/0OxotXIgf0BGcljg1PYv2rH67c1Sd9HLPRjXtGi4l7Ut4WvvtrJoWFIjbydIjAc5Pu4/HxYjWuoKKY3s9MIr/s5Ff/XC4XBzNy2BgquuBGWOcitw0DBRyFHSBjPbHKDg4YBQmQ85ehWsXxdZ2fAJ0nnc3bmOw/gx/X1Rw0TlQDPMuSCalJCCp3ifhFk76MsiIVuYYEuGuFJ8Bl02Ox2o4an73gEAAl1eGYqrLY4zJQ5tJgkhW61PBFu6TWxYP6h9a/nXQIh5CM57GrErFGG5WqiCdtnyCiD11OJ+vs4vm3KYMZ297O3Ow5XOUQ563yHMzS1VvZtm0bVquVJ399h9wyMVGYPG4iqwp2oJd1vN/9dtxm3AHWUgjvBiOeZ/L79+BSXEhGLaa2ATzZ6Ro89fVJruJSmfZSTRKQr8Rtrxo5mJJM9c75xKRPFxuN/0D0YTi8k5DnfdwbDi1jmdOLrqXxvFVswAWYdAbeuvpx1r8ykw4Rccd66RsFSvkhrHOH4dz7DSCh7fQ4hpGzkUxBp3W8oKAgzGYzBw/Wj+0tLCzE5XIRFBR01PanbIitkwO1HBIAEBISQl5eXqNIXB4ffzs9Y4S5/ttlM/hn64qzfo5zDT8/vxbVL+ACCWgitBQpEEBpaWmLSDg6F1BVlby8vGYvBToS2oS7kfw6g70Uh58Wut0AqgK/3wJ7/jlr50lOTiY2NhaDwXDWjtlYkP06YRi7CH2/KcJAXbob2z+jsK24HdVycpGGD4+9hTCfIFRU/jj0D3/NX0ZllQU4PSLw0JibefmyBwEora6g73OX1enVj4f8/HyWLFlCeno6rYbdjNrhEiRVQW8WN3RnSRsUhxHWf8PAbjFsq+xYTxIkGf3R1RhmbwiaxrTVNYmybYUvwCtnFcE1CUFFDiEpNBlKKS887AkwqLUkQIe1ARLgLE0FRKMwo6OYlQ5RZevhUYVBIyQ6dkml0C58JP/tFqxWW1leLSJGB/iYsLn0+Pl5ExQo5ENLfnyZLI0DVTVgU3tzw7Aq1qcvZohTPH8Bw95g8ODB2Gw2vp7+PdNWzASga9tEFlSL7sWPd7yKduunQuZGMHrDFd/x2pxvOFSTBuTWPoj+oR0ZG9HnqOubU5MEpNXDLa8YyS7cQ07afrqlfI6EKszbna84vEPuLvhiGPzzFOlWJ5dXxnJlaRgFLgkJicm9RrP3/X+5fuAlx3rZGw3O1L+wzu6PWrwNDH4YRs5C3/XZBhOATha11YADBw5gsx39/jhjqCpYahqTac//759TgZ+fH3a7nfLyxknymfHQJ3i7if4et3/1FNklp9+g7HyAj48PpaWlTT2Ms4ILJKAJsXnz5gsk4P8hSkpKUBQFX99zk7hxLiDJ2jqTsHP/dyiD74aOl4HiFAbEfQvP+BzFxcWUlZURExNzxsc6V5AkGW3cDZgu3YI27iZAwnXwZywzu+JI/gL1JLotT3/wE2RJptBazNz9i5m/cBUOh0j5OR0icNuwK3nvuqcAodUd8MKVpBRkNLitw+Fgy5YtbNiwgTZt2jB48GCCgoKQxr4FJh9k2xrkYB0oEs6ieNj2G1d0rGBWkZhYVu6bWXcsTcxVAAzwWklpcR7rU4Dw7uDmi1d1CsEmobEtsIsVW1EJOCwH0jozAFVUAiwNTPKqRTxomT0Eo6uCJU4x6ejjWYWsOazTL64SE83/GoNTFy5grUMQg7bBIlWpfXyMqNYpCquShNHbpvahtQ/sVRYw2X4QGZBNMcje8Xh4eNC9e3embJkBgEGrx97GjENxMiy0G9c4nLD6Y3HCSz9lj8XFxwtFmo8+0hs3P0+e73rjURXCpH8cLK5JArrqMQPV7CUzM5N+QXbkyjzwioBxIokJpw0WvQKfDkDJ3MwH1mD6lMSywiqkUQlhsax7eQaf3PQC+uPFhzYCVJcde9Lj2JdeA45y5MA+GCesQRN2dnoP+Pn54evrW88b4O/vj0ajOaqXwCkvxEgS1EjE2DD1LIz2/IFGoyEwMPCsRIU2BL1Wz+z/fYEsyThcTsa+eUuzMqP+F97e3lRXV2O3N/8+CM3NHNyiSEBLqQQoikJ5efkFEnCSyM3NJSgo6Jxlbp8raIL7o4kYC6oLx+YXYdIXkDAeXHb48QpY98UZNRQ7dOgQrVq1QqfTnXjj8wyS0Q99v48xjFtaUzEpw7HuEax/D8JVsOG4+0YHRXDfKCGxWpO3kc2pu1iwaA1OpyAQp0MEru43ni9vewVJkrA6bFz0+s1HmYVrV/8tFgtDhgwhKirq8OTUIwjGv48kgc64CABHcTyqxUFo2q9kewgSoC04LAmSPaKQ/bujkRQm+v/JtNWArIE2wzE7ixnun064t4sSewBwWA4kuYteAbJShZuhGOcxKgFaeyoA5a4gdK4K1tvEam0fz0qKnOI9Y1BlUHToDODpV3+i/feqr3EiEW+yYdN0Ra/X0SZGEBBl558scor3rk0ZzE2Dqphz8B8mOATx0HV6pO449097iZIav0XXfj3IsBbgr/PkldiLkGbeJTbqcydKuzFc9sG9qKqK7K7HGO3Lne3GE2muPzE9tMPJr++K12bktTrcQvcLAtCvH6aMmkijhHHCD5CeBFP6w7K3KHaqXFwZxxuVvriQ8DSZ+eb211ny7I9EBpx7OYtSmYHtn9E4d08BRPyn4aJ5yO5ndyzR0dGkpKTUTWr0ej3dunVj8eLFh8eiKCxevJg+fY6uuBwXA2qawG36XvRYaEEIDg5uNBIAEBfSmneuFR3Mc0oLuPHzxxrtXI0NvV6PyWSirKysqYdyxmjfvj1Wq5VDhw419VBOCi1m1lRcXExKSkqLMAVXVFQgy/J5Z9Q8X9Hco0GPB133l0DS4Er/G1dBElz+LXS+SmiT//4f/PUgnEZEpcViIScnh9atW5/9QZ9DaAK6Yxy3HF3v90DvhVq0FdvfQ7GtvrdustwQnpx4F1H+YrI0K/UfDqVnsnDxWlwuMdE5HSIwvttwvrz1FUBIg8a8IRJhHA4HW7duZcOGDbRt25Y+ffrg5taAWTTxUki8FI05Hcm9GlwaHIVtYf03DOoew/bKxHqSIABN60kATPL/g1/Xg80BxI1CRqF91i8kRmgottVUAgyllBepSFojkkl8XnzMGahOLZWVR7+HjEoqAJWqP6lWC9XImGSF9u5WDtoECQh3eCEh4x8q11ttV4pKWWoXE6A+vt6oaGnbJgqdTguKixU/v83BGimQKvXGFLGC4dYDeOBEUgzI7a4FYO2+LcxImg9Ap4REduvykJG4TtcLzfc3ioljaBcY9TIP/fAqBeVCXuLWIYho7zBuazuu3jXVJQE5oONADVG9D9YRALO7O+wXBIzIPuLz9dVIKNhLkhRI95K2bLJpAbis10XseXchY7sOOcG7onHgyliAdXY/lIL1oPdGP+w39D1eOaoD8NlAUFAQWq2WrKysuscefvhhvvrqK6ZNm0ZycjJ33XUXVVVV3HTTTad28NhhENwB7FWw/hSThc5zBAUFUVZWhsViabRzXN1vPOO7DQNg4fZVfL/i7HrGziW8vb1bhCRIr9c3K3NwiyEBmzdvpnXr1i1CElJaWoqXl1eLMLk2NqqqqqisrCQwsGV0nPwvZO+2aONuAMCx4WlUjQ4mfQ6jXxHl9I1T4buJUHVqpqrU1FQCAgKafZoSgCRr0MXfjunSLWhirwFUXPu+wzKzC85936GqDZdlpz8kZEEltjIWZa0gPSOHf5esxaWcPhG4uNsw7h8lXq892Qe55bMnWLp0KdXV1Uev/jd4gHeRPILQ+4obiKMoHjV7H5MCN/JXsagGlO05fKPXRInH+nutweTM4u9tQJthIMmQn0yCbzlFFhG/aNKXUVYorq3WF+DrIWRL5cX1m56pzmqMGqEzrpT92WQVVZL2nioaCVKqxTUEOGtMwf+RAh2cM5N1dvFYK9/+Yt/4GtnZjpl8VyQkRBZ1NBd1cDIjbT5X2cXKmTZoFJIk43Q6ueGz/wHgbnIjP0KM/e74idwuH8SrdDcOjYn0vi+zcv8Ofls7FwBjrB8aDwMvdrkJ/RGyJWu1yldPWagsFUlA3S9JJSu7hgCYzVCw97BRdc4jsO4LVEXlVW03JhT4Ua2CTqPly9te4eObnm+SyqOqOLFvegHboklgK0b274px/Gq0rcY22jklSSI6OppDhw7VGV2vuOIK3nnnHZ577jk6d+7M1q1bmT9//lFm4ZM4OPSraQa39nMhvWohMBgM+Pj4HCWbOtv4/JaXifAVpP6Z395rtv0DvL29W0QlAJqXL6DFkIBdu3bRoUOHph7GWcEFP8DJo6CgAF9f32YpaTlZ6Do/DVp3lMKNuFJnihtn//vh2t/A4AGpq+DzIZCXfFLHc7lcpKamEh0d3cgjP7eQTIEYBnyB4aIFSD7twVaMffW92OYORynadtT2EX4hPHbxbQCsz99KakUGqWnZLFmaVCd9OB0i8NQldzE4QfQkmLttGeuL9xx79f+/cPODSz5B45WGpC8HlwFncRt8d3xOka+Y8OuLlqHaxIq3bA5HDhQSjEv9ZzFtDeDmCxEiiSdB3UJBWby4FtmFo6oSp0NF8hCynABf0RG4rPg/XopK8bjF7onLoCfJLibtff3ESnhqjdLJUxFkwj+0PrGZv+0XFCQ6uNnAkEhYaCDe3h7gcnJg9usslAXpqHZdQece60m0HKCVWgUu0PYSyVh3fP0M5ZZKAKL7J1LtstHdvy13ac3Iqz6gXOvH2s7vM29TDg9/I3L8dZ4m9JHeXBI5gF6Bh7tfKy6V71+2kH1IwcNHYtANGeQVZBwmAHC4CgBQVUCpOYJB9h58nGsBJEK8A0h6ZSbju50dvf2pQqnOwTZ/LM7tIhZSG38nhjH/IntENvq5IyIiqKyspKTksGTn3nvvJS0tDZvNRlJSEr169Tq9g3ecLCJCK/PgnydPq7J5viIoKIiCgoJGPYcsy8x4aAqSJGF3Obj1yycb9XyNhZZSCQBITExk165dTT2Mk0KLIQH79u07r2MOTwVlZWVN3rm1ueD/Q0M1yS0IXQfRVMqx6QVUV81qWdvRcPsi8ImCklT4cvhJJQdlZmZiMBgICAhovEE3ITTB/TCOX4Wu5xugNaMUrMc6ZwD2dY+g2krrbfvgmJtoExwFwC8H/sShOjiYksnS5RtQFLHqeapEQFVVnh5yK34m8RmesuwXVu87hVWhtqOQul+PLkDcRByFCag75jCkUxDbKxPR4MSZ9jcuVWFuxlrKw0Qs6CT/P/hnJ+SXU5cSFF+xkNLKGByKmLz/t2uwn5eoBFSV1a+WqJWpAJRUtMKkL2OXU+Tk96/R/R+0ieemY4CeiXcbSOyvrdtXSc1ioSJISg/fYECiQ0JNk67t0/kuU48igU3pRbSfH0tLFnB1bRVAF4MUEM+SnWuZu3WZuIbEBNLVIrx07ryTMImc2e/yT+B9/Bz+JruLdKzO2URGZTZIEsYOgfgYPHis41X1rmfOV3Z2rnGh1cGwW3MorU6rTwAA0teLfyWJVVET6Zjuzb6KKgDGdhnCptf+ItSnaSqOruylWP/qi5K3GnQe6AdPQ9/7HSTNuUnV0el0tGrVqnF0zhodDBPGepK+hq9HiT4MLQD+/v4UFhY2ejfcyIAwrh8gFgmW7U5izd7msQp9JLy8vOr6IzV3xMXFsW/fvqYexkmhRZGAuLhzm8vcGFAUhbKysguVgJPA/6euytoO94MpCLUiBWfyF4f/EBQPdy2F1gPAVgE/XQkrPzymYVhVVVJSUoiOjm7RcjNJ1qFrfy/GSzcL3byq4Ez+AsusrjgP/FLvpjz9wY/RyBpsLjszM+chSxL7D6azfNXGuu1Olgg4HA6SkpLIy8tj/hPf4qY3oqJy9UcPHTPGT1UcOA/8glJ+RB77Ra+ijXIg6apQnW44iyIY75jG3yXiRl+cPItdJSk8nDSF61N3oiLT03MDodo0fkniMAko+B2Q+CT7Xlbvvg2ny0BZ4eFeAb4eQv5SWV7//aJUCINucUUrTLp8ClUxyY82WnGqkO4SK/n9ukUy9Ao9sZ0Ok4C9s39hY412Psx3EGZ3E5GtQsDlpPTf1/lFFbedauVKBvZZh3vlIXq5CkAF7aD3sdqt3PaVmBR6eHiQFShI72tdb6Zo9lfM9bmNNLfOgERudQFLskSvCLe2gchuOu6NnYCvwbNuPEnzHSz+RawuD7y2EIfu0NEEAKDT5SjtxvJE8DVM3rgPu+JCI8u8d91TfHPH600k/3Hh2Po6tgXjwVqA5NMB48Ur0NZ4Qc4loqOjycnJaRyNe7fr4OqfRMxr5iaYMuCs90RpCpzLbrivX/ko3m6iJ8itXz3VbNJpamEwGDCZTC2iGhAXF0dKSkqzSDvSnniT5oGWQgIqKiqQJKlFaLUbG03RVdnpdFJhraLcUkmVrZpySxWV1ioqrdVU2y1UWaupslmw2K1U261Y7FYsdhtWh/ixOezYHDYcLife7p4EevoR5htEhF8IrQMiiA2OJMDzaF+LpDOj7/oc9tX34Nj8MpqIMcheNaurbn5w458w9zFY/w0seBbydsGEj47qdFpaWkplZSXh4eHn4NlqesjuoRgGT8MVdyP2dQ+jlu3HvvI25H3foe/zHrJPe4K9A3j20nt5YcaHJOcdoCi+EN8qP/buS0Ujywzo1xVJkuqIQFJSEuvWraN37971ZGiVlZUkJSXh5ubGwIED0ev1/Pno54x+/WbsLgcjX7uBza//VS9GUlVV7KvuxnXwFzD6Y7x4FbI5HIyeSJM/RXfoEew5PXAUtMdty1dUBk0HXsKteCl+iJt8itPFTn0wifZsJvnP5Pu1D/HA8PbgGYZ3eRahpnKeSX2FFwq2UWXzF12DY0QlwNtNkADLf+LMncWpaIDiyla4zIfjTn2p4qBVjwNwU2S69uxbbz/VpbDg0BxUJDq5O9HqY4hvFyMm0Jt+4tc0iSpZwalGopE7k2F8njKHkZ02Xzq7+yJHDeWmjx6kyiYmml7dIqiQ7FwdM5yEbSv5W+0JEsRF+JKSX8bMXfNwqS70fu5ow8x0cm+N9yEXub4iLODQThe/viO0S11GlWEK2dcwAQAKwvsy9udvSS/cDIC/hw9zHvuS1gERp/7GOwtQrQXYlt+Kki1SeDRxN6Lv9TaS1tQk43F3d8fPz4+MjIzGudcmXAwhnWD6LSKV6dcboOcKuOg10DXNNZ8pjuyG6+npeeIdzvBcn93yMld9/CDFlWW88MdHvFTTw6S5oNYX0Nyr1BEREWi1WlJSUs57hUqLIAEWi4X09PQWQQJq/QAteZX2bKGwsBBfX9+z2lVZURR2Zu5j6a4kNqXsYH9uGnmlBUfFPTY2NLIGg1aHm8GEp8mMr9kbfw8f+jo6EKWk4PHXDXgN+ZbooEiMeqMoqY9/H4ISBBnY+isUHYSrfxbxkzVIS0sjPDwcrbZFfPRPGprQIRgnJOHc9RGOrW+i5K3G+ldftAn3oOvyJHcOv4rf185ld9YBpqz8kYX3f8+KlZvYvecQsizTr0/n4xKB8vJy1qxZQ1hYGO3bt69bNe7Yqh0f3PAM93/3EoUVJYx/+w7mP3k4E9257S1BAACshdiXXothzAIh84gegPaiIdinFaLaPXClSAy9qIodqR1IdN+Jf/4aAozeFFhL+UsKIJFsJgfM4P2tD7EzS6JD21Gw4VsSjKlkWzrilMTEuqxIReokKgEeetErwFop1auOuMrT0AClljAszr0AaDVaJFcV+yyCWMY6jegj65NJZec+FlAB6Oni2wpZlohv2xqcdpxL3uQbhxfILqqVKxnQbS2pVdl4KhIJuVb0989i7ualLN0t2h9HdmpDqdZOnFcE92iC+TvLhaLREusLPsFhTFn7J/mWQiStjCEhgFA3fz4f+j8shRVs3LiRyNDO/PKiNy4HRHWqJqTrrmMSgIXbV3Hrl09id4oKz5CE3vxw9ztN9jlx5a3BvuxG1Ops0Lqh7/MB2tirm2QsRyIqKopdu3bRpk2bxrlH+bSCW+bB4tdg5XtiUSNtLYx5E2IGnf3znQPUSoLOhQdrSPve9GnThbX7t/D1kt+5Y9iVhPk2n+Q8Ly+vFlEJkGWZNm3aNAuZeouYCRw4cACz2dwiYiIv+AFOHoWFhfj5+Z32/ikFGSzeuZb1B7axN/sQ2SX5VFqrOFX1poSEJIkfjSQjyzIaWUYja9BqNGhlLTqN+NFrdei0OjSyTIW1mgpLJdU2CzanvS6VBsCluKi2u6i2WymsKKnrgCrCElsDLlhzQ935dRotRr0Bd4MbrXT9GWrbS6eDu2n38SCCb/wNQjvhdDrr4hD/P0LS6NF1fBRN9OU4kh7Dlf43zl0f4UqZga7n6/x63wd0euJinC4nP26ZyfUDJ7NsxQZ27j6ARiPTu2fHBolAfHw8GzZsIDo6usEv/Mt7j2F72h6+Xvo7W9OSeeSH13i3prmYK3MBAHLoEJTCrSiFG3Ek/Q9934/EmMe8gG7p5ThSWmEv6MCowrd5vewSEt13UpT8J12CB7MwawOLtaE8YdtOZ/M2oo0H+H5tLG8l1pAAdSuL6EiFRhCT8sLDvQK0cjVuhmIcVh0Oh5O6eV2lkAOV2kOpsCcB4G4wobos7K8WK5qRuCMZ6jfHSv5nGluseiRUQn2GEN06HDc3I2yYyoIsCxmyGUX1xKKMRo54FSxwdWEq5m7XUukWxD1TbwTAw8eLEn8Fk8bAO/GXs3zOMqy6cPw0lST2n8CHP3/P6lzRD8KUEIjBZOSjPvcLGVCYJ3q9nkVzdoLcBb9wF21HbKd//4YJwJO/vM3U5X+I10GSeHHyA9w27MpTfn+dDaiqinPnhzg2PQ+qC8mrLYYhPyD7JJx453OA4OBgtm/fTkFBQeMlsml0MPJ5iB4A02+DvN0w9WKIGQIjnoPw5tULyN/fn4MHD6Kq6jlZ3Jt615sk/m8MDpeTa6c8wtJnf2r0c54teHt7k5HRcKPF5obm4gtoESSgVgrUElbPS0tLm312+7lArR8gKirqhNsWlBezaMdq1h3Yyu7MA2QW51BWXYlyjOhIEFGAfh4+tA4Ip1OrdvRq04Vgb388TO54Gs2YTe4YtfqzqhNWFIXCihIO5KaSUpBJemE22SX55JcXUVhRQml1OZXWarTOClCclDg1KEioqNhdDuwWB+WWSnKAJHwBXygH/5dvwWx0w927FaHu/mjCPBji3ktUEP4fQja3wjDsV1wZC7AnPYpakYJ92Q14hg5lWFxbFu3bw0+rZvPS5AdRFIUVqzaxbcc+ZFmmZ/cO9YjAqlWrWLNmDW3btj3uis8rVzzMjoy9JB3Yxk+rZ9MpMp7rB16CNuFu7MvXo+Qnoe/1NvbV9+Lc+y1yQA+0ba4DnQnd3U/gePw7VJs3ms3LcHR4HHgZj9Kl9Iq7ioVZIBn92WANoI8rn6sip/Dt2vd5bdxAtFoDCcom4HoKNO74gegarDUhmYJRLbn4mDOotAVgtdowmQygqmjsggRUuAKpsIuEHi83D1DtdZWAMIN3vWtUbXYW5i0DoItZRa8Ppn18rIh9XPY2X1YHgqxiUS6hXdR2DllSMSpObijNhhse45pPHsbqsInnN9EPVZJ4uuM1ZM5fQIEuBqNqYeT4i/lr8SpmHhIGeF2IB7pAM890vo6Ovoc7XwcEBDBifCI6UxKgYdCQPkcRgNLqcsa/fQf7clLqru/PRz4jPiz29N5YZwjVVox95Z24MuYBoIm+An3fD5F05480VJZlIiIiSEtLa/xY5tihcN86WPam6Ch8cKn4SbgYhj8Lge0a9/xnCUf6AhpbEgTg7ebJ4+Pv4JVZU0jOOsicTYu5uKaXwPkOb2/vOplvc0/8u0ACziFaih+gtlPwhUrAiXE8P4CiKMzftoKfV89hw6HtlFUf25SlkTX4uHsS6R9Gh4g4+rXtysD4nni7Nf6X9X8hyzKBXn4EevnRt+2xV7tUVcW2cCKOrMUUmbuQ3OYl0opyySzKIae0gILyIjKKcimuKMLuclKoaim02MFygF0c4N8DQm5h0hkI9gkkPjSaPm26MLLjgCbpfNpU0ESMwhgyEMeO93DueA8lewlvexnoJcVic9p5c86XPH3J3SiKwqo1W9iybQ8ajUz3ru0B4QGoqqrCzc2N/Px8oqOjj3vj+uPBKXR7eiJ5ZYU8/stbJITH0q31JOTkL1Dy1+LKXYWuy9M4tryCfe2DyD4dkP27IMX1Q9f1Lxwbq3Dkd2CoaRs7y9rTwX0XPS1isi5LkkgJSv+RyX6zeXXv+yw+6M6o1v2J3ynkPOmybw0JELUuyRxZQwIyKbOFYqkhATq1Ao1ahaJKVOJHqUPIiII8vAGV/RaRSBPpX/+94ly3jXmqFTCQ6BuLn68XwUF+kPQV2wqKSZI9QdVQrUwiOP5zsoHJRen49riFX3duIunAVgD8O7bCrpe5KLwXbbftZS0xSKqLEf3asz8tn1+2z6bUXoZk0GJqG8ClkQO4ovXQemNRVZW8vDzcvRVcLgdFRUX1SMCavZu45pOHsTiE6bhXbGemP/hRPb/GuYSrYCP2ZdejVqaDxoC+19to4m46Lxe2IiMjWbp0KTabDYOhkdOJzAEw7h3oey8sfUPIHHfPgeS50OkKGPok+EY17hjOEOfSF1CLe0ddx9dLfye3tIBXZ33abEiAwWDAaDRSVlbW7AM/4uLi+P7775t6GCfEBRJwHqGyUqy4eXh4NPFIzn/81w+QVZzL10t+Z+GOVaTkZx61yi9JEl4mD8L9gkkIi6V3m84Mbd+HYO/mZ0CSJAl9vykof/YksGoLYdpt6IY/2OC2BaUFbP3tQXL2rWSXy8hmlzu7HHoUJCwOGyn5GaTkZzBv63Kenf4BGlnG192b6KAIuka1Z0j73vRt07XFeggkrQl9l6fRxlyFfd2jeGUt5NaQAj7NDuT7pb/w5IQ76ZAQi8ulsDZpGxs370aWZWKjw1izZg2xsbHExMQc0yx8JLRaLf8+NY2ez1yC1WFn8vv3suHVWfj2ehPbnIG4Dv6CduwSNIWbcWXMw7b0GowXr0Qy+qG7+3Ectz6DYvFnwI7PeNv3Ejq478KQuhqd5EWRrRyPDjfhSP+JODmPeI8tTFvThVGJo0jY+wYA6VIAXbBQXksCPFpBQRI+5gwO5vXHahUTYoNSgks1UFHth2SQKKyZKEf6+GJXJFKsYuLXoV3Hete3a8k37LQa0NRIgdrHxyA5rbD8Xb4sF/IjizoML98SstmHRlW4uSyf0u638Nhz1wBgDvDGHqAjzC2AO+UYlheVgwR9W4EhMJofv/ucLYU7AdEVOMG/Nc93rT9ZVlWV3bt3k5mZyYABA7Baraxbt65uFfvVWZ/y8QJxc5aQeGz8bTw05uYzfzOdBlSXDcfW13HueF/IfzyihfzHr1OTjOdkYDab8fX1JSMjg9jYc1Q18Y0STRIHPAiLXoHds2HrL7BjBnS7Xjzu0/j9Ek4X59IXUIvHLr6Nh394jdTCLHZn7ichvM05O/eZoNYc3BJIQHOoBLSIiNCWRALMZvN5ufpzviE/P5+tBfu58qMHaPPgMLo9NZHPFv3Mwbz0OgLgZ/ZmbOfB/Hb/h2RNWc2e9xay6Onv+ejG57i63/hmSQBqIZvD0fcUkzvHlpdRSvc0uF2AdwAj7viJwSMe4xVfK/96HSQjYB8LB/XknuFX0rtNFwI8fdHUyJpcikJBRTFJB7bx2aKfufzD+wm/tz8xDwxl4ItXcdc3z/LDyj/JLzu1DsXnO2TPaAwj/kA/8GtujHBgkhXK7A5++ulGVMVJp8Q4evVIBGD9xp3MX7iMqKgo4uLiTqmPQKCXH78/8DEaJKwOG+Neuh7Vu2NNp2NwrH8S/YAvkDxiUCvTsS2/CVVxIfn5oR0sJoauzDDwEo2ZfMqX0dNTeKGqZAPbjGIidFXkp8zaDOWRo/GXiwmQC6jSiu+VssLDlQAAH3MGLpsOSw0JqNRGMis7lY9mL0RrtJHnFJ+naD8/Uq16nKqEWZHp1P1wMpBaWs7CCpFN3sVDg4ebP21iI2HDt+SWFjBbFWS9WrmK2A4i+nFcSRZhve/gii+fx+5yIGlkpHgfNJLMy7GTWLu1AFXSEKfPIWH4ZfyxYDFzUv8FQN/KG79Afz7u/QBGTf20pVoCUGsC9vf3p2fPnqzftIGhL11bRwDcDW78/dhXTUYAlMItWGcPEM2/VBea6Mswjl95XhOAWrRq1YrMzMxzf+LAdnD1j3DnUuERcDmEefj9zjDjdshv+HuwqeHv709RUVGj9ws4Elf3G4+7QTQofOq3987Zec8UZrO5bkG0OSMuLo7s7Ozz/loukIDzCFVVVbi7uzf1MM5bpBRk8Mxv79H7mUlM+PYBXp7/Oct2J1FhFQ19dBotHcLb8MT4O0h+ZwG73pnPN3e+waCEXk2S8d3Y0LS5DjlsJLhsODY+f9xt9+viKbpmHnS4BI3qouOu73g2dzp/Xn0XO96aR9ana9jw6ixeueJhxnYZQkxgK0xHeAaqbNXsy0lh1oZ/+d9Pb9Dx8bFE3NOfHk9N5KHvX2V7+vl58z0VSJKENuZKwq9Yz0VB4ma9JHkDtrnDUEqT6dKpHd26iO67xaU2nMrh6sipEIGesZ2YEjsenSqRVlnILS/dhq7bC6IrdEESrqx/MQz9CbRuKNlLcGx5GQDd1VeALKFUBTM03IedVe3RSk7GSULutrX4ANbwMQBc6r0Aq0Nl+sEoCIgjQbunjgRUlak4HYd7BfiYM3Da9FithzOty4tlqm1+aE028l2CBMT5eLOvRgoU6zShiwqt296xIom5iugdkODbjrg2UehUGyx/j28rwnBIYFc6Irl5Ue4uVvJvqyjiO2cI29JEp2uPxBBkvYb72l5C9ord2GQ3Alw5DLzsRjZs2sXPO2ZR5axGdtdjivHj7Z53E2E+rEtviADUIqu6kP8t+Yjd2QcASIxoy46359Et+tx3mVddNuybXsT692DU0t1gDEA/9GcMg6Yi6ZuHFDQoKIjy8vLG6RlwMgjvBjf9JZKEYoaA4hJSoY96wk9XQ+bGphnXMXAu+wUciav7XQxA0oGtlFaXn2Dr8wMthQT4+/vj7e3N/v37m3oox0WznxkVFxdTWFhImzbNo9R1PNRWAi7gMBRF4d253xD30HD6PHsZXy/9ndTCLNSaDJ8AD18mdh/OrIc/I2PKKhY98wMPjrkJH3PzuJmeCSRJQt/9JQBc2YtQHQ1/cVZWVlJdXY1fq7Zw5TS44jvRWyB3B3w2WMTxOe1E+IVw65DL+eaO11n90u+kfLSM1I+WMe2ut7l58GS6tm6Pr9kLWRJfGw6Xk4ziXH5ZM4eRr91I5L0DGfX6TXw8f1qzueE0BNkthLY97wFgb7URpXAT1r/6Yd/+Hhos+PmI1bXVa7eye8/hDqqnQgTG9buIV8rEJHxBfjKfvPs+2sRHAHBsfA7JMxp9v08AcG5/B2fa38gBPmiH9gGg85a1LLOIxmFtCgUB21K0n/aJd2FDpjXFdPZZxQ9rgbiRJGj3YpUlkMSE/siuwT7mDBS7jqpKW934KkpqViyN1ZTXKOvae+jYX2MKjvpPMtDO1V+z12pAJ6mE+AykfUIMrP8GS2Uh3zvEd1q1ciUx7f5ABYaW5eDX5SaemfkZAG4h3kj+JvoGtid6ZylF+GBylTNq1GCKKpxMXfIHe0sPgiRkQPclTmJQyOEV8+MRgA//mcaYN26pi/kd13YA8x77GrcmMMYrhVtrVv/fFqv/rSdjumQD2sjx53wsZwK9Xo+vry+5ublNO5DW/QUZuGsZJNQ8h8l/w+dD4dvxcHDZMRsnnkvIstwk8ZdPT7wLjSSjqirPT//wnJ77dNFSSIAkSc1CEtTsScD+/fsJDAxsER12L5CAw1AUhTdnf0HMg0N5e85XlFvEl4JBqychNJarO45m33uL2PH2PD6/9RX6xHVp4hE3DSSf9kgercFlw5W1uMFt8vLy8PPzO6xVT7wU7l8P7SeA4hSGuy+GQs6Oo/Y16o2M6jSA1658lHmPf8PudxaQ/dkalj33M09PvItesZ3qJlM2p51tacm8+udntHt4JAmPjuLGzx5jwbaVza57ZZ824v10yKrHFTICFDvOTc8RmnwHY/uF0ylRVB5XrNrEnn0pdfudLBHQtI9lsjWAWypFD4f3Mley6o8yJLdw1KpMnDs/Qht9OdqEuwGwr7wdpWw/ukkjRDVg0040fiMAiKzegodqZ29pOt7mEHa5CZ32M90/59c7gLhRxGv3giTh1IrV/rJCFemISgCoVJQ668ZXUSwmTlZtYd1j4RoL+6pFJSD8iGQgJSOX+YpY7eriYSC2VWt8TDKseJ8Z1f6USiqqGoRL3wECRKznHdUVTFq5AafiQtZp0Lb1wdfgyXXOdqRUmpFVJyPbGTCGt+fXufP4J30JAIYYP4a26cnd8RPrzn8sAmB32pnwzp28/tdnqKgYdQZ+f+Ajbul9KZs2bTqn0gzVZce++SWsfw+qWf33Rz/kRwyDv0MyNk/tc3BwcNOTgFqEdRUyofs3QJerQdbCoWUwdbz4bts7v8nJgJeXF2VlZef0nEa9kcHtewPw54Z/m8X3sNlsxmq14nQ6T7zxeY4LJOAcoKVIgeCCHAhER96XZ35C9ANDeH/eVCw1q3edIuP5+7GvSPtkBZ9d8SzX9LoYT7cLhEmSJDStxgLgSp/b4Da5ublH99AwB8CV38Pl34KbL+Rsh88GwZI3hM72BGgXGs19o2/gr0e/4NBHy1j14m/cMvgyWgdG1FUKiivLmL9tBTd89j8i7ulPv+cu57npH5BWkHVmF30O0DWqfc1vEltaPYm145s4JROejn2wcCjd3JbRIUFE+S5bsZF9B9Lq9j0ZIiB5mpGjQnm8IoxuLk+sksrDuSvI3iFWtx073kOpykbX41XkoL7gKMe25CqkADc0/boCMDrnECW6BLSSg4lSBQoq24sPokZOENdgX0qQpwqRfUgwpQNQWdsroEip6xVg0IleAeUlLgBUBarKxYTJohPeD62sQarKqasEtDoiGci2ZClzHWL7tn4daR8fA+u+QK0q4vNqIdepVK4gKGYeiqTQs7KQneZeJOekAmDqEISk1fBo6Dj2HRQkpZ9pHyEDr2HN+m38vGsWdsWBxstITHwb3up5V9177FgEIDnrAB0fG1uXOBQXHMXWN+cwML4n3bt3p7KykuTk5JN9O5wRlKJtWOcMxLntLbH6H3WpWP2PmnhOzt9YCA4OprCw8LgVr3OOwLbCQPzQVuh9O2iNkLkJfrgcpl3SpJ4Bb2/vJmmE9doVosJoc9r5fNHP5/z8pwq9Xo9Wq6Wqqqqph3LGuEACzgH27dvXIqRADocDm832/7YS4HQ6eW76B8Q8OJQpC3/EWpNI0q11B1Y8/wsLnpxK92hhzCwtLb0Qo3oE6khA5nxUpf7qid1up6ioqOFGepIEHSeLqkDCxaIqsOQ1UUrP3XVKY4gNiuTVKx9h7UvTyZyyim/veIMRif3wcRevk0tVOJifzpeLf6XXs5OIfmAIE9+9i+9XzMJ6jrsxnwy0Wm2dJ+KHlX+yLq815X3/Rg4bDi4bzo1P073kcbpEi+rK0uXrOXjocJOb4xEBtbQC+w+zUausaJD4qv1leEg6cjUO7skuwFoSAs5qHJueR5J1GAb/IDL9S/dgX3U3ukkjAYjasJyAVuL3sUo+AJsL99Gx411Y0BDkKicldR5o9STECRN8kcYE1HQN1hqRTOJ94WPOoLJMrBLaLXpURQJJpVIuAcDNYKKyJItUq5AAJbYTZEVVFHbs+JGDVgN6SSU2aBBRQWZY9SHL7GYOSiqSasSmGYpHxHIArq6s4vH1wkRsDPdG6+fG1a2GsXuli9e2jmRrupmEyQ+Rk1fEV0t+Ja0yCzQSXomhfNL3Qbz14jvyWATg66W/M+yV6ymtiQa+fuAlrHjh17rYX51OR69evUhJSWlUc6vqsmPf8grWOYNQS3aCwQ/9kB8wDPkeydh8QwlqYTabcXNzo6CgoKmHcjR8Wolo0Ud3Qv/7QaOHA0vgkz7w96NQXXzOh1SbenMuK1AAkQFhtAsVPTQ+/ff8bxwmSVKLkQRdIAHnAC2lElBZWYler0evb5qc6qaC3WnnqV/fIfrBIXy5+FdsTrES2Cu2E2tenM7cx78mLqR+87TS0tIWIf86W5AD+4DBF2zFKPnr6v0tPz8fDw8P3Nzcjn0AcyBc9SNc9jWYvCFnG3w2EJa+dVJVgaPGI8uM6TKYH+55l+R3F5D8zgKeGH8HiRFt0WvFpLnaZmHd/i089vObRN0/mM6Pj+Oeb19g/YFtp3y+xsKg+J4AzN+2gpCQEMLjemEYMUto9XUeKPlJJGbeyqDADaAqLFqaRErq4SrHsYiA/fd/cMxYgJovVtn93L355v53kZHYqq/mqd2tUFVwHfwFV8FGJLcg9EN+BEmLK3UmimU2mh6JoKoo2wXJalN9AD/Fyj+ZSXiaAtjnIQzMOcnfABDcoTfeUglZJi3RHYrwCxFf/Yd9AZl1q//2KvEdpDHYKXMI+YK3myc7crJQkPCUVBK6i+dG2X2QfzSC/HTxMtO9U3vkpC/AUsqUKlFpqFLG4x25GkV2kFBdyseZRlyqgmzQom/jS4JXFIEb3Pl0+wAyrD4Umrrj1Lgxbc4sFmetAsAU58+r/e8kwScKaJgAOJ1Orvr4QZ757T0UVUGv0THtrrd56+rHj3ptPTw86Nq1K9u2bWsUc6tStB3r34Nwbn0DVCeaqEswXboRbdQlZ/1cTYnzShLUEMyBMPoVsdARP04YiNd9KdKE1n0BrnMnOaklqefaHAzw4uT7ASisKGHprnUn2Lrp0VJIQJs2bdi3b985J36ngmZPAvbv398iKgH/3/wAVruV//30BjEPDOXbZTOwO8UEqU+bLiS9/Ad/PfoF0UERR+9ntWK1Wi9UAo6AJGvRBPcHwJW9tN7fGpQCNXgQCTpdLjS18WPF5H/xK/DFMMjbfUbj8zF78eCYm/j36Wmkf7KSf574liv6jCXUJ5DaMNzcskL+WD+f8e/cQcQ9/Rn2ynW8PecrCsrP/YpdLV6c/AAADsXJlhKRKiNJEtq4GzFOXI8cOgRcViKLPmWC2/uY1Vz+XbKWtPScumM0RATkmJr3tV6H8cX70N88iYHxPXl20r0A/Kmt4otk0X3YsfZ/qKqKJqg3up6vi8c2Po/24gQAXEvSkby7IqsuJjkz2V+eyY6SQ6j+VwEQkb0Bl+JEajuCBO1etnnrCe6VTPveItlI8jjsC7BUiFfDXi1IgNZko8QqSECApy+7i6sBiNOq6KPCAbAtW8hcqzhWrG8X2rUOgtVT2OfUs0qRQJWwSBMIbC06/CZml7G5VEyCTIlBuBvcuKi4A+9vGkSu5A3AjYPdWbBiNd/vmomiKmj93biu30QuiRoINEwAUgoy6PzkxXUTnAi/EDa+9iejOg045usbEhJCcHAw27ZtO2s3aVVx4NjyGtY5A1GLd4DBF/3gaRiG/NAiVv//i+DgYPLy8s7rSQ4AftFwzc9w0xwIag+WUvj7fzClL+xv2Et1tiHLMp6enufcFwAwKKEX/h6iseaLf3x0zs9/qnB3d28RcqA2bdpQWlpKUdH5G6nd7ElAVlYW4eHhTT2MM8b/Jz/Apwt/pM1Dw/lh5Z84XE4kYEC77mx67U9mPfLZcbvWlpWV4e7u3uxbip9NKGX7cWUuBED2anv4cUUhLy/v5EhALTyC4OqfYfKXoiqQvRU+HQDL3jmtqkBD6BKVwIc3PMvm12eT9skK3r/uafq37Y7ZKKoVDpeTXZn7eXfuNyQ+Noa2D4/g6o8fYvamRefU2OZn8iLI3ReAzxbVL6PL5ggMI2ej7/sRaM142nYyXvs8cepCFixaRUbm4dXR/xIBtVdHcDeB3SF6ANTo9O8acQ3jazp7vl2uY1GhN0rRBpwHfwdAG38ncvBAcFlw5r6DlNgGXAoUChPzlUoWsqryR+oKqrKvw2o3468pYceeGeARRLynMPnuzj0cbXpkQpC9WoPT5aqrBGiNdoqtpQCE+QZxsFyQhBiDC8mgR7U72Joyg3SbHoOk0j/xItwP/A3WUqZUC3LhUvpijtiPS2slrLKcaWniPWSI9EbrbeJa90F8vbAX+yVhkI7UVdAupJg3Fn5GsbUESa+hY8+uPNPleqBhAvDr2rn0f/4KCiuEdGlSz9EkvfwHPm5elFdUoSjHnqAmJiZSWlpKRkbGMbc5WSjFO7DOGYRj62ti9T9yAqZLNqJtPemMj32+wtdXfD6Ki5uOrJ8SYgbB3Sth/PvCC5W/R3gFfrgcilMb/fRN5QsAuGfktQDsyT503vuyWkolwMPDA09PT7Kyzt/nu1mTAKfTSUFBAaGhoSfe+DzH/4dKwPb0PXR7cgIvzfykZvIvMSShN1vemMP0Bz8hzPfEk9ULUqD6UBUX9pV3gsuKHDoUTfRldX8rKipCo9Gc+vMlSdD5SlFCb3eRmPwveknoafctPKvj12v1XNXvYmY89AkHPljChldncc/Ia4kLjkIjiwZTZdUVLNm1ltu/eobwe/rR7/nL+fCfaXWRj40BVVXZunUrN/aZCEBGce5RUiVJktC2vRnjxCTkkEFoVBs95Z8Zzhus+ncWWdn5ddseSQSStmxGHtwDAOf8VfWO+eVtr9I2pDWqBA8dDGdvtQHHqsdRndUiErbvR6AxomQvQTtUSBmURS7QeePjKKGvK4+5GWsJbefG7oxRABRvmAFAQiuR7LO72LPufEf2CnDZdNisdmxVhysBZTaxat86IJxDFnG7iDEJA7Frww7m6YUevLO3N706JULSVxQrGmbZxDG85NEEtP5bPKe7C7CpILvpMET7Msy3Kwund2UDh+V+t/Vz8ujUVzlQlgqyREC3KL4Z/iR6je4oAuDm5satXz7Fg9NexqUoaGUNn938Ep/c9DzJe1P4/uc5/PzbPL7+7g9+mf4Pi5auo7yi/uqiXq+nc+fO7Ny587RlQariwLH1DayzB6AWb6ekWuKGz60Yh/2M7BaEJEm88cYbp3Xs8x2SJBEUFHR+S4L+C40Wet4CD22BvneLJKG98+HjXrDi/bO22NEQmiIhqBZ3DLsKg1Z8Lp/89Z0mGcPJoqWQAIDQ0FBycnJOvGEToVmTgNoyZFBQUFMP5YzRkklAtd3K9Z8+ysjXbiSrJA+AhLBY1r86k1/u/+CUOvdeIAH14dz1EUpBEug80ff7tF636Vop0Gl3oPYIhmt+FWkbbn5QsA++nwzfT4L8vWfpCuojwi+EZy+9lxUv/ErGJyv55b4PGNtlSF0pW1FVDual8/pfnxFz/xD6PncZ78/7lkpr9Vkdx6FDh7Bardw38Wa83DwAuPe7FxvcVvaIxDBqDrre74HWnWBpL2PUpzmw4AWys/PqtjuSCOwMFFU/14adKIUl9Y73z5NT8XLzoAq4bU8URfYS7IueE+fyikXX+SkAnLkfIrXzB6uK5BT9A65zZVHhqGa3ZjvbU0RKUDvreiwOC336d+IGv/mMTTy8Mt5Q1+Aj5UCVjhoJUGhrDtnFfrEeNd6BlbOZV0MYunccQojjEORsZ5o1ALsECQ4Tr47fh2QsxZhVTHKN58DUIYhW5mCK/urJQlf7urHocXEwfwrr8rYA4JYQxBejnyTEze8oAlDuqKb70xP5e7OIDg3y8ifplT8YEteH2XOXsXL1ZhwOJ5IEiqJSVlbJgYMZTJ+5kD17D0e6gpC0nK4sSCneifXvITi2vCJW/1tdzPhPfeg47nlycnLqfu67775TOm5zwnnvCzgWTD4w5g24bx20HggOCyx8XlQ+05Ma5ZS1lYCmkE/JsswlPUWQwLLdSY26iHKmcHd3x+FwYLfbT7zxeY6QkJALJKCxkJOTg7+/f7M306qq2mJJwNRlM4h/eCQLt4sVT3eDic9ufoklz/5IhF/IKR+vrKzsgh+gBkrJbhybRTdZfa83kc2HZXGqqp68H+B4kCSRu/3QFuh3H2h0sO9f+KS30NQ2YsqGLMsMad+bb+54nZ1v/8O+9xbxzCX3EBfSGkmSUFE5lJ/Bm7O/pM2DQ+n97GTemfP1GROCqqoqkpOT6dy5M1qtlpcvfwiA9MJs/tzwb4P7SJKMLv52jBPXIQX1RyfZ6cH3WBeMJWXX2rrtaomAI9CXivAAUBTs382qNylw0xv55/Fv0coaMh067tnfiur0r3GlC2+GtsN9SL4dwVaC3HM7AMoKsbrfw55JiFLN3JLF7M8ehMXmhbe+mA1bf6RP50C+e2s0N13T+/C4j6wEWHVYrXbCOmbTceIhzJEZ2F3iJhzuE0xOTfJUvK+KWl7JpqIFZNv1GCWFey++C2n9NzhU+KpaSESuVMOZWr0WxeakdK94n0THxODp40X4+v78Xil8LN6KeL16+f7L/APzADC09uGJ4bfQJ6jDUQRg+b4N9HrmUrJLRKVlVMcBbHz1T3LTSvh95kJycgvRajX069OZW2+axDVXjmXs6IEEBvjicDhZtnIjhUWl9V6/Dh06UFZWdtKyILH6/ybWOQNQi7YK7f+gb9EP/ZmiKhkPD486chEcHNyipZ4BAQFUV1c335XbgDi4eU7NYoev8EB9NRJmPyS8A2cRHh4edff7psALk+9HkiQUVeG1WZ82yRhOBjqdDoPB0HzfU0fgAgloROTk5BAScuoTyfMNNpsNl8vVom4Ue7IP0fuZSTz56zvYnHYkJC7vPYa97/5btxpxqnA4HFgslgskAFCd1diW3QiKHTl8FJrYa+v9vaKiApvNRkDAWTIjmrzholfhviRoN6YmZeMLkbKx9vNGLaHXwtPNzL2jrmPF87+Q9vFyXpj8AO1Co2sIAaQWZPLO3K+JfXAovZ6ZxJuzv6C8+tRvIsnJyYSFheHvL5o4Xd57DGG+otp4ojK67NEa40Xz0PR4G5dkIJg9+CaNI2XxKyiKkNHUEoHcwV1QJQnXyk04F66ud5zooAi+ueMNJGB9hTsvZgRinXELqsMhYkP7TQFJRin/FymxGoqMSHIHJFQudaSxtnAXHkFadqVfBIB907wGxyu5R5Bv1/J8hjel0m6sNhvuvtV4ReZhNx9e3T2Um4kK+GqdBLkrqG4m/nQTXaHjfD3wkRywcxazbZ4UA/4uLQGD4kmRwLU3H5sCRp2B+fd8yYQ9V/B9xkQAJjs2UCXpkckmtfotYQQOdGds/xHc1nbcUQTgu9WzuOXLJ3G4nMiSzNvXPMHblz3JrL+WsGHTThRFISI8mCsmjSKxfRs0soyH2Q2TyUBFpZACeXi44+lR/7tWr9fToUMHkpOTT9ikSCnZVbP6/zIoDjStxmGauAFt9OV1Vbc33ngDPz8/unTpwttvv90iGh8dCzqdDn9//+ZZDahF7WLHA5ugyzWisdj6b+DD7rDjj7PWaEyWBUFsioQgEClfvWM7A/DLmjlNMoaTRUuRBF2QAzUisrOzW4wfwGQyodFomnooZwy7087tXz3N4JeuJrVQmGFigyJZ/eLvfHTjc2i12hMc4dioqqr6fxmj+l+oqop9zYOi86gpEMN/ZEAgpEABAQFn/z3lHwvX/go3/glBCWKlbO5j8ElfUSE4R9Br9dw5/CqWPfczaR8v55UrHiY+LKauiVRaYRbvz5tK3MPD6fH0Jbw26zNKq8tPeNzS0lJyc3Np165dvcc/vkHIcUqqynht1mfHPYYkyRg63IVp4noqTJ3QSTaC0t8gf/pQnOVCiqLRaEi8dBw5g0Tevv3rGSip9c1jozoN4JGxtwIqvxb48r0tC9vXbwIg+3dB275GYhK3HLQOlG3CUH+5KxOtqmDzLGFbyngAOkgbKLHUlx0BSFojr6aH83uBL3+YX8dqFf05rFY75XYxUdHKGjbtFLn+bUw2JI2CPX8N/xaLPgrDe0yEjd+jOu18Ui2+j6+2BLJaK6oU18cEEujpx5SbXmDmz7t4Y/8QVEnmGlawU9sKp2QjVHc/dlc1soeBtj0SebPnnQD1CMCrcz7jlVlTAPA0mVnyzI/E6Foza/ZiikvKMBr0DB3ckzGj+uNxxCQ/J7eA2XOXYbHY8PP1YuLFQ9Drjw4WCA0NxWg0kpKSctTfAFTFiWPbW1hn9xer/3of9AO/QT/0FyS3w5LU+++/n19//ZWlS5dyxx138Nprr/HYY481eMyWgmYrCfov3P1g0mdw81zwbwOV+fDbTUICWZJ24v1PAk09uX3tStE8rMpm4adVfzXZOE4Ed3f3FkECQkJCyM7ObuphHBPNmgS0lEqAxWLBZDI19TDOGL+unUvbh0cye5OIXDPqDLx77ZOsevG3BuM+TxWVlZUtqlpyunDtn4br4M8gyRgGfVdvAlKLoqKis1cFaAixQ+HuVTUpG35QsFfcKL+fLLwD5xB6rZ5bh1zO0md/Iv3jFbx+5aN0CG9TRwgyinL4aME02j08ku5PTeTlmZ9QUtmwOW/37t20bt36qM9j37bd6NhKJC99tGAa3yydfsJxab1jCLxiJQURj+JU9XhWb8IyswfWXV+gqgoajYbW995IeXQo2B1Y3vwa1VJfp/voxbcyIlHIZl5OC2FZybfYFy4DQNflaSSP1uDKR+qWDIcCQfLB01XFYGcOWfpUDub0p8rqg6e+lLWrf2hwnPkOQ93vVqsdVVWxWm11JMDNYCIrQ0yM25isSCZ/5i9+n3yHDqOscOeI62HDt2xwmkhWZPSqxNWxnXgreR6fp2zk/pFPs/2tuRhygnlwTQdsko4x6ibcjGb2SAEEaJ7BQSaSXoNPlwg+H/goZq2pHgG4+/sXmLr8DwBCfQKZfe9XbFq1h+0796Gq0CamFVdMHk1cbGQ9Qpyals3f/6zAbncQEuzP+LGDcXdr+LtWkiQSEhLYv3//UVrkD56/mTUveuDY/BIoDuZucRJzTxa62CuRZRlJktizR3Sjffjhhxk8eDAdO3bkzjvv5N133+Xjjz/GZrOd8D3TXBEQEEBJSck5Te9qVEQPgHvXwNAnRaOx/Yvg8yFQsP+MD93UJCA+LJaomo7fUxb+2GTjOBFMJhNW6/nrWzhZXJADNSJaCgmw2WwYjcamHsYZ4b6pL/LgtJex1JiNxnUdyr73/+Wa/hPO2jlaqm/iVKAUbce+Tqzk6Lo+jyZk4FHbqKp6bgzUR6Zs9LtXpGzsWwgf9xbVgSboyqnVarlp8GQWPfMD6R+v4K2rHycxoi2aGkKQWZzLlIU/Ev/oKLo9OYEXpn9IUWUpAAUFBZSWlh6z78jMhz/Dz+wNwNO/vcvv6xqW2BwJSZKJHP4CJb3mkE8cGtWKsv4RLPMuQqlIQavTEfDcvdjNJsjOx/rpL0eZBqfd9TaxAcEoSNyX5cfepY/hOpiOpHUTaUGAGryVzT5ZWFJFZ9Arnenk+RxAUXXsSBsHgH53w3noYe6HSUBFZZVoVKYolDvERMXLzYOCCpFzHedmA70XS/cni//7+eKZsQZK0/m0WvhPJlp8iXDfgAwMaXsRviGJJG/L5qYZQZRJbnRXDnJt6AG+snbFLH+OJK8FWcKtUwhvDbiHWM+wOgLQq1cvJn10b52nqH1YHG+NfIplSzdSUVGF2d3ERaP6M2xIL0wmA0diz75UFixag8ulENkqhLGjB2IwHL+KGBAQgLe3N/v3i8me6qzGvuFpbmv9B12iNLg0nhTGvkjiXVtYum43ycnJdT/R0dENHrNXr144nU5SU1OPe+7mDHd3d2RZbjKZS6NAaxAk4N61EJwIVYXw3QQoPbM4WbPZ3OQZ+DcOngxASn7GWQ9VOFswGo0tggRckAM1IloKCbBarRgMhhNveB7C7rQz6rUbmZ4kmgEFe/mz9Nkf+fr219Brz65sp6qq6v8tCVAVJ87UWdiWXAUuG3LERWgTH2pwW6vVit1ux9PTs8G/n3WYvOGi1+D+JBEpqjiFT+D9Lue8K+eR0Gq1XD/wEv59ehppH6/gveueolOrdmhk8bWXVZLH54t/of2jo+nyxMU8/uMb+IUFHlNuZja6seqF3/A0iffgA9+9zNzNSxvc9r+IbN8P40UL2Cxfj0PVQ/5qLLN64tj9ORpvD8xP3I4qSSgrNmJbUD82VJZl5j35I4FGLRUuDbdbHOROeQq1ogpN6BA0sdeyqtyNywz5tM+1oqgy3Zx5uIWLxlm1KUGdDBtIL808amyBnj51v+/NzKQ2Vr/MXl7zdz/yHGJyF2eyYi/cxqJiUZEb0/sySPqKdJeOhXaxwn6texSashWgM8Hgx7DbHFz3kZNM2ZcYJY+vor/h/qwxGKV/cNd8D4ApPpCbu01gTHjvOgLQqVsXRrx1I9vSxQr7sLi+XBc1iQMHxSSsQ0Isl08aRWTE0feArdv3smzFBlRVpW2bKEYN74tWe3LSuISEBFJSUqhOmY/1z144d36IpLrQtJ6E+bIttBrwCO3i42nXrl29n2O9b7Zu3YosywQGBp7U+ZsjJEnCy8uryTLwGxUBbeCmv4SBuCxTEIHKgtM+3Pkgc7l58CTkGi/V5//+3KRjORZaCgmorQScrw31LpCA8wBWq7VZVgJySwvo+uSEupt0nzZd2Pz6bOLDYhvlfP8fKwGqtRDH9nexTm+Pfel1qJVpSOZIDAO+QJIa/viWlpbi4eFxRv6L04J/G7j2N+EXCIwHS8kRXTkXndux/AdarZar+41nwVPfkfHJKj644Vk6R8bX9SLIKS1g3t7VTPjsXro8cTEvzvioQcmQj9mLFc//grvBhIrKrV89Vdel9kQIDg4gceJbLHV7l1y1LZLLgiPpUWz/XIQmUovuqrEAOL6aju1Qer19Pd3M/Pa/7/DRKqRYDTwob6fi3SmoioK+x6uYDYc/F6/tFdWAse4bsJvKScnrTXl1IO76ctYt+uWocSn6w/seys2pa65VWkMCPN3MFCBuxm1MNtYV2ChyanGTFW7vJl7bry1+KBL0s3nQ1TdVHKz3HeAZwnMvbWcTrfBQLcwMfYTHUm6gTJOGl+Y1AAxR3vTu0I3/JV5ZRwBiO7Rl8GvXklEsdOaT48cwwLMPVpsdH28PJl48hP59uxyl7VdVlXXrt7NuvfAjdEqMY/DA7sjyyd/qvIwuujqmwrLJqBUpSG5hGIZPxzB4GpLp+HHUa9eu5YMPPmDbtm0cOnSIn376iYceeohrr70WHx+f4+7b3NGUjbAaHe7+cMOf4BUBhQdEg7HTTA4ym83Y7fYmjb/Ua/W0DRWVqxk1C3jnG4xGY4uQ0IWEhGCz2c7bz0azJgEtxRjcHEnAxkM76PXMpLounbcMvoxZj3x2SjfbU0FtrNr/F0+AUrQd26q7sfzeDsem51Grs8Doj7bTYxjHLUUy+B5z3ybvpRA7FO5ZDRe/93/snXV0HGXbh6+ZWY9t3JO6u7vTlraUGhSX4g5FitsLH+7FoTgULZQ6dXd3bxp3XZ+Z74+JNNSSNrIJuc7Zs5vsyL2zszPP77ntlK6cE2DGWC1cqJbjhkVR5Kreo1nwxFecnL6KD256jmbBseUEwceLf6T1IyPo8dQE3vj783Iu8whrKEuf/h6T3oiqqlw7fSrrD22v0L4DAnwZMe4adgS/xgbletyqESVtDY4/eyK2PYLQqQWiR6bgfx/jKig/W9g6uhmvXvcMJlFhVaGF/8v/BffP8xFMwfQc8VrpcjPyjCQ49IzzJJIftxNVldhdHBIUcnz1aTNSsq7MY5Scl1n69ZQ0Ciuya589RFQI1MvMzdKqczULjcCy/QcKFZHvHdoA90Z3BJK6Boz+0P9BVi88xDspHQB43jKDfwpvYIlgxSo9BoIbXagP0W2a8G7P+zi0/yCJiYmENIli2Ks3kmvLRxRErm85kXY+rRFFga6d2zBp/CVEhIecdmwVRWHFqs1s36n1sOjVowO9e3ascJ8MVVXxHPkF+6yuWHMXoiJA81sxTdiMFHtphbZhNBqZOXMmAwcOpG3btrz88ss89NBDfPbZZxVavy5jtVprrRFWjWCN0TwCvmGQslPrMuyqfCiNt5S/vK7fOACOZyZdUBW16sZkMuFyuZBlubZNuSj8/Pzw8fHx2uTgOisCZFkmLS2twRNQC/yw+i8ue+N2rfSnIPDWdU/wcnHFgerC6XTi8XjqtQjQQn7+xDFvBI7ZfZAPfat1Ag7ujKH/Z5iv2I+hy7MI5nOHFXhFLwVJBz1vhYe2Q597tHyBo8u1xOEPesKmr7TmPLWMKIoMbtadJ/vezLF3l/HhlOfp3KhNachQQlYyb839kuYPDqHvs1cyfeF3OFwO4kOjWfTk1xgkPYqqMOmdeziZVbG4T7PJyGWjB+OOv56/lf+RorYC2Y570+OIXf+CKAVzdj6pr3yCy1GE6ikbaFze6zLu7TsYgK9tOr5b8Q6ezbuRGk/kjY5l4SgPHIrHojhp01zrFlxSJaij3wZ2JO0vZ49HX3auZNmzUYpFQklisKuwuGGY0YNLEViYo4mGib3Gw5bvmOm0YkOgicfIJdYcBFGBfvdjly3cPdOCS9AzhN0MCoenCnph1T2KKGQj+hrwaxvJe73vJ/NYMomJiaghRi5/507sbidGycAtra6mqV8jwsOCmDT+Erp3bXvGilduj4dFS9ax/+BxBAEGDehGpw4tK/R9ACiFCTj/mYhr5RRwZCJYW3Ok0fscD7odQe9X4e106dKF9evXk5ubi91uZ+/evTzxxBN1NtyzMpR0w603ycFnIqQZ3DgLTFZIWA8/XQeeys/oe0NewI39x5cWT/h48Q+1asuZKPnN1AdvgDfnBdRZEZCZmYksy/VCBNSlxOCnZr7Fw9+/gqqqGHUG/n70sypN/j0bRUVFmM3mmg9xqSHktHU4fu+Aa9l1KGlrQNAhNZ6EcdRijJetRNfsGgTd+c+RGksKrihmK4x6BR7cCn3uBqOfVknorwfgjTaw+H9QkHbezVQnR44cIT4+HoPBwMQeI5n/+AxOTl/NG9c+TtuY5qWxs0fSE3hp1oc0fmAwg168ljUHtvDXo58iiRIeRWbqdy9XeJ86ncQlQ3vTtH1f/lEeZb1yA7JgRsnaiNDzZxj5C8GN/4fnp3Ds30fh2vQ0anGfgUeufY3JjbUQnucoYPn0V1FTM7nymm9Kt7/DZuKH9CBGBGs5C4lZ3cizRWA2FLJzwaxytpzqCch1p6Mo4FFk7LIWAqTatOcW/vmsyfch16NDJ8CUEBHZlsOnNq0K1Y1F4Rgtm8EnFPrczRPP7WSXGE2gWsT78V9x3eHLMeleQS8cRNBL+HSMZFqXa7GkyyQmJpJqKOTmL57Ao8j46X25vfV1RPtE0LN7ey4fM4SgwDML24KCIv78exnHTyQjSSLDh/WhVYvGFfoeVEXGvedDHLO6oyQtAtGAvvMzmMauIbLdGE6cOFHnZyJrCl9fXwRBqF/JwWcisj3c8CvoLVqY45/3VrqPgDfkBeh0OtpEa6GDv21YUKu2nAlBEDAajfUqL8AbqbMiICUlBavVWmcGz2fD4/Hg8Xi8fqZIURTGv3UXXy7XSiOG+gWx4aXf6dakfY3svz6HAnkO/4RzwWjUwoSykJ8r9mIc9DVSeK8KhzOA5lVyOp217wn4N0GNYNSr8OheLYnYGge2LFj+BrzZBn6/E1J21bhZNpuN9PT00yq7iKLI9f3HseTp7zj+wQpemPQALSIaISCgqir7k4/wxMw3Gf3areglTZiuPrDlrKVHARRZZd5XTv75wUlmsoIgCPTu2ZF+vbtyiMH86XmRbENnUF0IJjuCrnjwqXrw7H4X5+IrUF3a9t+e+jdDg+x4ELjfcpAjL7+NwRTNVc3LYtZfSwjH35lDUPQaZFniYO4oAOIz1+NRyga2oq7s2pMtZ+DxqBS6y2YpnQ7NY9PUqJaFAkU2Rb/5K/5x+XJSlQhQJCaZPIgGGwx6hCV/H+PD3K4AvOw/gw+PTSDBMB+TuAwEAUvHCMY070c3VyyJiYlssx1j2s9voKoqYeYQbm9zHZH+YYwa0Z/OHVshimf+DSQlp/P7X4vJysrFZDIy5tKBNI6PPsc3fsr3kb0b59whuDdOA08RYnhfTOPWo+80DUEyEBISgslkIjHx9GTqBk5HEIT6nRdwKnE94ZofQJRg+0zY/M351zmF2i4TWsKNAycCWhnlc127aov6lhzsjdRZEVCf8gEEQfDqBlgOl4OeT09g3aFtAHSMb82WV/4kwlqNdej/RX1MClZVBdeW53Gtug0UF1L8WMyT9mDo8iyiz4Wd27WWFFxRTAFaOdGHtsNV30JsD63b8LYf4cO+MOMy2D+/xvIGTpw4QVhY2Dn7dBh0Bu4YdjUrn5/JkfeXMW3s7aV1thVVweHW3NWqqvLkz2fvKJx2UmHB1y7+/szFi1cX8ebtRSz5yUVUcBNGDOuLUwpnjv0+tnmeR112GeqiiYg+X3M88kkUwYiStAjHnMEoeYeR9Gbev+sT2vnYuTYykwh1C66PfuL+a95DJ2izkjZFYtrRaDq31+LRs9HKAnYIWs+yPdtK7dKJZeE1NtVBtr2wtDKQTpRI9xSXCnX15+8sKwB3dOwMSVv51K7F5l9lC8EasBsCYilocgX3zg3BI0iMErcRJYQwQ7LhK30JgLl1KC1jm3GtTz+SkpKYn7KRdxd+DUBjvzhuaXU1sSERTLh8KHGxEWc8lqqqsmvPIebMX4nD4SI0JJBJ44YRGXF6rsBp63rsuLY8j2N2P5TMLWAIwNDnfYyXzkcMaFG6nCAINGrUiBMnqqZJ1H+BkpCg/wTNh8Ilz2uv5z6q5QlUEB8fn1oPBwK4uveY0vLJ0xeduY9IbVJfREBUVFRDTkBVU98qA1Vmtrcm8Xg8DHzx2tIqHVf2GsXCJ76q8vKf58PhcNSLhmolqO4iXEuvxbNTGzTqOjyCYfD3CPqL83Z4RT5ARZB00G4c3LEY7lgC7Sdos2pHV8D3k+H9brDhC3BV341SURQSEhKIj4+v8DoWg4mHRk1h/Uu/s//tRdw34gaiA8tm34+ln33WODxOpFGbsktuwgGFvz5x8vzkIv54LYB438EYdRZ2CfHsjesJNl/kH5bRtLArh+LewqULQc07iGPOYOTkZQTH9ua3q6/ioZh0xI6b8GxYSuz2BFqElOWMrC/wJZHtGHSFbDvSkmx7NEa9jYQlZe5/8V9VptKLskp7BOgkiWw0kXNACsatCoiCyJXuQ+z2GFnnsSCpcIPHguiTCkOeYNqLh9gvRhKiFvBi5Apuz2tOgPQSAF0jOnJZt6E8GDqajMRUZuyby8z1cwFoH9SKa5tPoHmjOMZfPhRrwJlj8T0emeUrN7Nm3XZUVaV5szguHzMYX1/Leb8/OWUljr96a7871YMUPxbT+M3oWk45Y7WtmJgY8vPzyc8/f7fpBup5haAz0fc+rSyyxwkzbwBHxQSQ2WzGbq/9nCidTke7WE34/rm55jq+V5T6VCGowRNQxaSnp9eLusvenA+gKAojXr2ZE5lJADww8kbev+nZWrGlLvdS+DdKURKOeZcgJ/wNogHDgC8wdH3+rCU/K4NX5QNUlNjuMPlrmLoT+t2veQsyD8PfU+GN1rDoeciv+lmU9PR0AMLDz1328WxYLf48Nf5utrzyF7ten8dLk6fy3T1vnXV5URSYeH/Zb73HSB3NOkkIAhzfo/D3dB0Hfh9I3p52rAtpxq42WoiS57vZtMmJ4mD8dAqNrcCVg3PRONx7PyKgy2OIYb0Q9G7osgbXF78ytctV5fb71slgmjb9npyjJtINWkhQq6JNFBYnZp/qCTCoFuyesm7BnuJ4+AhZz+K8wwB0jGqEtHsWn9qDAbjUEUic9TBCWAvm7mjKp/aeALxh/ZFpx7ui6F9AEJw08W/MN/e/wh0Bw3CnFfLGph9YsX8jAL3DuzK+8Si6d27LyEv6YfxX6c8SCovszJ67nAOHtATg3j07MmRgj/P2AJBT1+BYNAHnglGo+YcRLJEYhvyEcciPiJazTybp9XqioqLqdaOvqsRqtZKfn1+/k4NPRRRhwsdaeGPWUZh1X4XyA0oq33jDcbqpOCQoKTuttHGit1BfcgLCw8NL7zfeRp0VAQUFBTXXDKka8ebB7RXv3ceeRK1z5g0DxvPEuLtqzZa6VkHpbMhp63H8PQA1eyeYQjFeOh9d06vOv2IFqZMioARrLIx8ScsbGP0aBDbSanGvfBvebAe/3gpJ2863lQqTnJxMTExMlXjhQv2DuHXwlYT6n710K0B8a4meI7VQrd1rPYyeYuDF330Yc6uBwDABWz4kbY3h8KwBzE4Yx8q4zgB4vv2LjhkGjsS9SabfMFBl3Bsew7XuAQx9PwCdBSE0FeJ2M+TvvVgNZbPiNkViT/DPCKpAjn4CAO3C1rBivdb1t6TajtXRlKnGv2gb3KxUBJSUE42RjRwo1BK4H4gPJN3lZpZT8zhNsYWgCzxKTodpPLCyKYogMl7cSHp2INtMXyEJGVgNoUy/6RnSUlI4ePQwT6/4mL3JmqgYHjOQUY2GcMmQXvTs3v6s8f+paZn88edi0jOyMRr1jB45gI7tW5z1+1NVFTlxEY55l+CcP0JL/BVEdC1v0Wb/4y8753dVQkxMjFc3+/EmSkI2vSHevcawBMHkr0DSw54/YcP5y8F6U+Wbyb1Hl5ZH/mB+5XIbqpv6Eg7k5+fntQnzdVoE+PlVvHSbt+Ktg9tbPnmcNQe2ADC682Bev2ZardrjrcepoqiqinvvJzjnjwR7GoK1DabLViCF9ayyfXhtUnBlMfpB77vgoW1wzY/QqK/WhXjHL/DxQPjiUtg7B5QLr9qiqippaWlERJw55rw6GXePifjWIrZ8mP6wnUNbZYZfb+TZn3y49SUTLbtKgEBhYhgL9kziN+soVFUTAl3S3SRGPsrJ4NtAEJEPfo1rwzT0XZ4DQGi3DdV5nEfl8g37ZueKBIYvZfH6WHJdjdDrHATu3AuUeQIkxYC9QEBRId+lDeIUVZupTNRpZRAlUWJ4xmq+sgfhQaCDx0xX3xSIacejP0ZzRAojQs3lHtNOXtXvQC/uRSf48NyoOzGqKjsP7mHa0g9Iyc1AFEQmNB7FJU37c9mlQ2jWJPasx2zv/qPMnrscm91BUGAAEy8fRkz0mT04qiLjOfY7jtl9cf4zASVtHYgGdC2nYJqwHUOf9xAMFf+NhISE4PF4/jux7hdBve4cfC5iu2sTGADzn4TELedcXBRFr5nlFkWRDnFaOd2/ttRuU8d/0yACqp86KwIKCwsbREA18egPrzJ3+3IA+rbsypd3vFKr9pRUUPK241RRVI8N16rbcG94RItDbjQB05iliL5xVbqf3NxcfH19vTcpuLKIErQZA7fOh7tWQMcrtX4Dx9fAj9fAu11g1btQWHk3a3Z2NgBBQeeeua8OfPwF7nvXQscBOmQ3fPuSg4XfOhEl6NBfzz1vW3jqWwutukuossSW4wOYLtxJoeKD55s/6ZpuIyvkCg5FPA86H5TkpchJSxAjBoDoge5rmZQkEkaZh9GliqQ3fpnC/VY8IZr7P8DxB6qqEuhrxSCYMXtCKcpXUVXIdxd7AorX7yoEEx0YzoiYKFzZx/m6uDnY3UFHMERu5o+s2/lS6QPAW75/cbutEIO0BJC4rdtE2sfEs2b3Jh5fMp18eyEGUc9VcVfSzjOOgq2DeP16HW/fdXrjJY9HZuXqLaxcvQVFUWnSOIbxY4fg7396kQBVduE5+C2OWV1xLb9R87bpfNC1ewDTFXsw9Hkf0b/JaeudD1EUCQsLIzU1tdLr/hf5z+UFlNDrTmh7uVbo4I+7zlvcwJsGuLcOuRLQGiWm52XVsjVl1JecAG+pBnUm6qwIKCgoqBfVYtxut1dVBnrlz4/5btWfALSLac6vD3xQuwahuUy9vYLS2VAKjuGYOxT5yEwQJPTdX8Ew6BsEfdWfu/VFGJ+R6M5wxRfwyG4Y8LDWfyD7GCx8Fl5vBT9dDwf/qbB3IDU1lfDw8FpLyDeYBG5+wcSQq7TY97lfuvjxVQcetzbsDo+XuPN1M+PvNSLqVJJzG/Gm7WEOuFvg+VoTAkX+vTgQ9ixIZi3UxVMEOl+EgAwMA1O5Y+R15fY5J18AywF2OgcA0DhkGbjyuHPY1Wx7dgl9kp7BlqeJgDxX+Vmr0WHt2fLKX8yIE/nDGUCOqiNIlBmjzyXDOpypR0cCcK2wll9z8yjSzwRgWNxwxnfvz/wty3lhxec4PS58dBbGqo/hWTiF/Ysas3+jisd1+pgpOzuP3/9azN79RwHo3rUdlwzphV5fXuSq7iKt1v9v7XGtuRs1/zAYAtF3ehLzFXsxdH/5nHH/FSEiIqJBBFQQPz8/rx3wVCuCAOM+0BqJpe+HvX+dc3Fv8QQAjO82HF1xqeP35n9du8acgsFgwOVy1flQvAZPQDVQX8KBPB6P18zcfrr4J95boMUENgqJZsHjXyGKtX+KlORNeGsFpbMhn1yIY3Z/1OxdWvz/iL/Rt7uv2j6HN3qVqhz/KBj+HDy6D8ZNh5huWqjQnr/g24nwVgdY+grknjznZlJTU2slFOhURFFg3F0mrnjIiCDChgUePnnMjq1ALX1/8BUGHv3Mh+AYGafHwtdFU5htG4t9xt90Tbdh9+vMwfBnQDRq5S6Ly3mqgcu4s19XQv3KPB1uVWR/6DcsWRWFYG0Fihs5YQ4APgHaOelxC3jclOsTANCuVUfIOYGyfwGf2bVt3mPKRELg4X0PkiAFE6tkMci1kLXmPwBo6t+PB4ePZea6Obyz/gdkRSbQEMjIjFcR9w4CVSjdL8Dld2qeC1VV2b33ML//tZicnHzMZiOjR/ana+fW5X47qjMX947Xsf/aBvfGaai2JARzBPrur2C+ch/6zk8imIKr5LsKDw8nPz/fKyq6eDv1Zfb2gjBbofed2utlr5/TG+BNngBRFOkc3xqAOVuX1rI1Zeh0OlRV9YoE6ouhRBh7o5ip/RHeBVJf6sZ7iwj4Zf08nvvtPQDC/YNZ/uwPXmEX1L3BraqquHe+iXPxJHDlIoZ2xzR2NVLkgGrdrzdXmqpyDD7Q7Qa4cyncu0678ZqtkHdSEwFvtdNEwZ7Zmnv+FAoLC7HZbISG1lyfi3PRf5yBO14xYzTDwa0y79xtIy2h7KYX3VTiiRkB9Bil/W+dqw/TC+7j5Bfr6Zpuw+bXjUPhT4F4iqdMlXGtvI33b5iGcMp9Z7dxOzlHZVyRWpdvz7HfATCataqtAHn/GuhGeQxEt28Hm75itcvCftmEEYXrTDn8ZH+V70UtDOgVvuFD41IEwYGfvi3/G305n6/+ma+2zUZRVSL0MQw6NB0ptTUmH606kiJrxnUaqKNFFx0Oh5OFi9eyeu02ZFkhNiaCKycMJzamTLCp9jRcm5/F/mtr3FtfBGcWgl9jDH3ex3TFHk1oV7GnzWAwEBQU1OANqADeNLitFfrcpeU1pe2B/fPOupi3iaXbh2oFKtLys0jO8Y5KNiVjEI/HU8uWXBy+vr6oqorNdnrIY21TZ0VAgyeg6tiZsJ8Hv/kfAAEWP1Y8/xMmg/cMJuuSCFBVFfeW53FveR5Q0bW8BeOlCxB9KtbF9GKoS8epSoloC6Nfh8cOaiFDjQdoZfoO/gM/XaeFCy18Vis7CqSlpREcHIxef+YylLVBm146HpxuISBUIC1B4a07i9i1puzGZzAKXDctgBtfENBbXKQr4XxYcA/LP86gc7qdIv9eHA5/AoSya4mad4C+9vm0K076A1AFhX1BP/H3Ea3qkJK8DNWRhSCUzcqn2TPK2dbcY8LcKBw2f8OnxV6Aa025FDjb8Gi2NnC4RV3B98JcUiQ3ofoAXhx2OR+v/ZG/9i9HRSVOaEPvXR+it4UR1USkVXcdGxd4sBdCo7YiVzxkJCk5nV//+IfjJ5IRRZE+vToyakQ/zGbtnFYKTuBaNxX7r23x7Hob3AUI1jYYBszANGGbVutfqr5Kaw0hQRXDaDR6TfnLWsEcCL3u0F4ve+2sJUO9TSyN7jy4tPv523O/rGVrNERRRBCEeiECAK8MCaqzIqC+xD/XtgjItxUy/q27UFQVo87Aimd/xGrxrtKrdWVwq6oq7k1P4Nml1YrX93hVq0RSjQOTU6krx6na0Ju05OFb5sCDW2HAVPANg6IMLYH43S7wxSiEHT8TavU+L2J0M4lHP7XQpL2Eowg+f9LOvK+cKErZIKLrIF+e/NqXkKa5yOiY6xjD5x8E0uyYh0L/vhwJnwZCWc18z57pfDnhcgTKwmhO+C/l75UK+u7/h2nMMjBqA3sff22Z9ILyjbGCfEMQjy7kcH4BS9x+CKhMMeYyNes9kqVAmihp4HmDbYYiLIKBmzpP5ovNP7PqhFbOtamzPz32voVetdChnw6jBbYv127qAyfpuecdE3sP7+HveSsostmxBvgxYewQOrTTyn8quftxrrwdx+8d8Oz/DGQHYmgPDEN/wTRuPbqmVyKI1X8NDQ4OJicnxytd+t5ESflLbxrg1jh97tG8lSk74ODCMy7iTTkBoA24ezTrCMDcbctq2RoNQRCQJKnOiwCDwYDBYPDKXJk6KwLqS2JwbYoARVG49NUpFDntCMAP971NhNU7QiROxeVyeW0vhRJUVcG9fiqePdMB0Pd6G33be2vUhv+8CDiVkGYw/Hktd+CaH6HFcBBEOL6aJltfpenvo2DOI5C6u7YtLYd/sMi975gZMF7zUiz42sXnT5blCQAEhxt58rMoOo5JRhLdHPY0563PW2D4R6HAfwBHwx7RPmsxobueYlyX/mU7EVT2exaQEDcJMaRzaZx9iScgx15+tkpq0Qo2fM7nDk0sXGIoZFXOE/wqdUdUFS7zPM0cSyYiAhNbjuGXA3+zJ+MIAG1yJ9Hl6DOYTDr6Xa7nxH6ZY7sVDGa46TkTQ29wM2/hcrbt2A9AqxaNmThuGCEhgciZW3EuvQbHrO7IR34EVUaMGoJx5DyMo5egixtVJQ32Koq/vz8ej8crXfrehDeVv6w1fIKhx63a67N4A7wtHAjg4VFTAMgpymdnwv5atkZDp9MhyxdeDtpb8Nbk4DotAuq6J0BVVWRZrjURcPeMZzmSngDAtLF30K9lt1qx43y43e5aD5k6F6oi41p7P579nwMChr4fom99e43aUFJG1dvFUo0j6bUyozf8Bg/vRh70ODZDMKIzH9Z/BtP7wPS+sPh/kLj5vGX9agKdXmDSgyaufcKEzgB71sm8dWcRCfvLboQ6ncSUR1ow6pF0rJYM7KoP3y7tyOGPfcnWD+FY6EOly6pFJ3mjnYxBVxb+lKbfymsrvyq33xIRkO8qnxTcKSyYnBOb+cVhBeByNZRp7lsAmOSezs+WXQBcEtWXf06u4kReCiDQKe0u2qXcQUS8RPfhetbOcZOXqRIeJ3Lve3pspt388ttC0tKzMRj0DBvSi4H9uyJmrsWxcCzOvwcgn5gNqEhxl2EcswLTiNlIkQNqpUiAJEn4+/v/N8tfVhJvHODWOP3uA71Z6xmQuPm0t3U6ndfNcPdp2RVfk9Zo8PXZn9eyNRreeJwuBF9f3wYRUFW43W6cTmed9wSUnNi1McD9ctmv/LlZawwypG1vHhx1c43bUFFqO2TqXKiKB9fqO5EPfg2CiKH/Z+ha3FjjdtTlMqo1hjWG7I63sbrnR3DjH9B2nNZ3IHUXLH8DPhkCr7eEWffCvrnwr8FwTdNzpJ4Hp1sIDBfISFR58w4b3/+fnZx0TagIgsAlo1tx5ZsCTWN3IaCw+WQTVr0VQ4p9OMdDHyjdlnjgUx4bObnc9letXlXu75JwoCK5/Oe+QtzJ945A7Ii0EZ18k/c2GaI/zeV1bDLPRBWgpU8023L2k1qUgajq6J34FC2yJ9C+n46QKIE1s90oMnQaJDHsnpMsWT+f3XsPo6gqsTERTBo3jEa6XTjnDsW5YBRK8lIQJKSm12Aavwnj0J+QQrtWx2GuFP/ZGviVxNvi3WsF3zCtehlA9vHT3i4Z3HpbeNnw9prXcNX+TbVsiUZ9EQHeWjq3ToqAkgNZ1z0BJSe2JEnnWbJq2XZ8L0//8jYA0YHhfH/PWzW6/8pSm96S8+He/AzykZ9AkDAMmIGu2dW1YkdJKFBdK6Na0+Tm5mINDIbmw+Dqb2HaIZjwsdbkx+ALhWmw5Vv44Wr4v8bw7STY+CXkJdWKvXEtJR75zEK3S7Tzf+NCDy9dV8S8GU6cNm3w0K5tYya82oQuvVbgKxSQZg9i8UfNOZo4hoTQe0q3dZtlHSF+gaV/5+Tm8sv6suolJSLAoZaJAL0oYt77F18VhwK1cA3hb30X9GomJv1T2EQFf/QkOnNIt2eiU8z0T/g/GjsGMugKPekJCnvWyYgS9JtciNRiCdt278Lt9hASbGXMiD6MaJGCfulQXEuuRMnYCJIRXavbME3ciXHAZ4jW1tV3gCtJQEBAQ+fgCvCfDwcqwVJcoteec9pbJfc0bwt1mTZW82I7PS7+3rKklq2pPyKgwRNQhZQcSB8fn1q25OKQZRlRFGu0Fn+uLZ+Jb9+NWpwIvOAJ7+gFcC681ROgqgqewz8AYOj/Kbomk2rNloZ8gIqRl5dHQEBA2T98gqHLtXD1d/DkMbhxFvS6Haxx4HHAwUUw+yF4ozV82B+WvAxJW2s0bMjPKnLD02Ye/kRLGnY7YcE3Lv53XRHr5rpRZG02ffRjA+g9eQfRxhRsspnFP7Vm+6YryPbVStMKlkjev/HZctt+4bf3yw5FcTiQUyibrWpuEplXpCNZ0ROIwK/yU4Cb1uJdpEtabLxNUCjy2DB5ghh8/G1a+3eh0yAda2a7SUtQ8A1UaDdhF9mG1djtDnx9LQwd0JnL25wkeMOluFZMQc3ZA3o/dO2nYp60F0PvdxD94i/4mHk8MoVFdpxOV7nE6oulxBPgbbO33kaDJ6AYc7EIsGWf9pa3lr+MD40mIiAEgOmLvq9la+qPCPDWnADvG1lVgMLCQnx8fLx+8Ho+anpwqygKI1+Zgs3lQEBg5v3vEeofdP4VaxmvFQFZO8CZDXo/pMYTa9WWkoZqDZyb3NxcYmNjz/ymzgjNh2qP0W9A2l44sAD2z4fETVqlj5QdWqKfXwS0HKk9mg4Cg6XabY9vLfHAB2Z2rPTw1ydOspJVfnrdwco/RMbfY6RFFytj7hzJJePy+eGug+zIacHa5S3JTX2dDlccoVvn4QwxmmkX24LdJw8CkFWYy3er/uT6/uPwCRBQ8OASy0RAHzGvtDmY0TWGbDGQGN3TpAllzdg8qoyfM4YBJ1+hUXgkggCb/9Fu2kHx+YR034zH5MJo1NO1fSNaSitQtj2I25aibcAYhL7NPeha345gLPNUnAlZUbDbHBTZ7BQV2bGVvLaVvbbZ7Did5XtD6PU69HodBr0eg0F7GA16zGYTFotJez7ltdlsRDrD/aUkOdhut2OxVP93XlcxmUwNHhMAS/H5fAZPQMkEoDcOcK/oNYoPFn7LroQDuDwuDLraCzOtLyLA19fXK8OBvG9kVQHqQ1Iw1Pzg9s4vn+F4RiIAT42/m94tOtfYvi8GbxUBcrJWRk2KGIAg1m7N+QZPwPkpadZSIQ+iIGj9ByLawsCHoTBD8wrsnw+Hl0JBKmz+WnvoTNB0ILS8FFqN1LoaVxOCINBpoJ62vXWsmuVm4bdOkg4rTH/ITrs+EpffZSI8LoCbf2zDgns3seBIZ/bujyf/ExM2eRsDh3Tny9tfodczk1DRZrNfnvWhJgL8Bey6bE7tLiZ7nGz1BCGpIjuFu/ATfsQtlA8RCLK3ov/Jl/A3BpCVoqLIoDPKhHbei7VZEjqdSOdm/rTVr0Ddez+yU5sVFSxR6No9gK7FTQj6su/E6XKTl1dAXl4huXkF5OVrrwsLbdgdFU82FYSyoixutwe324ONis9Om4wGrFZ/OndsSVxsZGm5QrPZTFFRUYMIOAcNnoBiLGf3BID3DnAfuPQmpi/8DkVV+GzJz9w74vpas8Vbj1FlafAEVCENIqDy7E08xOzi+L5h7frW6o+6snitCEjRRIAYNah2DUETAXU9Ub66cblcqKp6YWLJN1QLG+pyLXiccGyVJgj2L9C6FB9YqD1mA2GtIKY7xBY/wlqBWLV5P3qDwJDJBnqM0LHgGxer/3Kze63M3g1F9BurZ+RNRi79vC/hz63kp1XtScwIp+AdM878rQwf14UxXYeUxvvm2gr4fMlMhoVfgV2vNQoTgBlNzXx2QvMuOZXh6IX9WHTTy9kRWdiD3olPo1PNOIsrZ/rFphHRYy96i4Pu0Zm0EpYgHF5UKjoEv6boO0zFGXk5Sdk2cvaeJC+vkLz8AnLzCrDbzz3QFwUBi48ZH4sJi8WMj8WMxWLCx2LGx8dc/D8TBoMeRVFwuTy43G5cLu3hdntwudw4nC7sdgc2uwObzVH62m53oqoqDqeL1LRM5i/KJCw0iB7d2hEdFdZQ+aYCNOQEFGM+uycAtHxAb8sJAPA1WWgR2YgDKcf4ac3fDSKgCmgQAVVIfZn1rMnB7Z1fPAOAxWDi27vfqJF9VgWKoqAoiteJANVjR0lbC4AUNaSWrdGqA4WEhNS2GV6N0+lEp9Nd/LmkM2qJxc2HwZg3IW2PJggOLNBKAabv1x5bv9OWN/hCTNcyURDTTRMVVYCvVWTSAyb6j9Pz1ydOdq+VWTnLzaZ/3Iy4wUj/ZwYS+u06vvwxhhx7EMs+akZR1i7evv4JFu5Yicujhc30btGFUD+BgN57IAXa6t20yz7EBk8zAArVfgRKTwFlXoJGuSPolvIgYvFtRGd2EtF9L0Fxx+kWuJNmyj+IqUdKl/eE9CfdOoFjztakbc2jsPCfs34ui9lEQIAvAf5+BAT4Yg3ww8/PBx+LGZPJUOEEeG3mXsJsrnionKqqOBwubDY7h44ksHvPYdIzspkzfyWhIYHodSo+GdlER0c3JOKfBbPZjNPpRFGUOh+2e1HUUU8AwOTeo3nxj+kczThZqxNxOp2uXohus9mM3W6vbTNOw7tGVhVEUZQar6hTHciyXCOfY+GOVRxMPQ7AU+PvqVMX5dqqoHQ+lLR1IDsRLFEIAS1q2xycTmdDedDzUC2TB4IAEe20x6BHoSgTEjbCyU3aI2kLuArh6ArtUUJgozJRENsdItrDRcTdhsdL3P6KhQNbPPz5kRYi9OdHTlb96eLyO3vw0ON7+eqNPI65G7P6p2YUpB7n/hE38eZcrRZ4Rn427WJF2vUysnSeL5eIx5jhCERBwK22wE/6EISyG1jrzGtol3FTaSfigKaJtOy2lC4By4mXVyIUaBWGZNFCon4wOxx9yU2LhDSAFEDFIuQS6esg0Bf8zSo+BgWLwYNZciMqReAuQJWdUKBDKNJp5VxFPW6h7LXoE4PU9GoEqerOfUEQMJuNmM1GgoOtdGjXgq079rF331EyMrUZ3eTUXHbvPUFsbARxsZHERIdjNNRuSKA3UXItcrvd/+1cJZ/iiZmCtDO+7c0i4IYBE3jxj+moqspvmxZyVe/RtWKHt3pLKosoil5ZUKDOioC6NJA9G6qq1shM0sPf/x8AYf7B3DL4imrfX1VS8uP3Nk+A1hgMxOhLvGI2UFVVrxNK3kaNeBB9QqD1KO0BoMiQvq9YFGzWEozT90POce2x81dtOZ0RojpBbHfUmO7kmntwIjGMjCQFi5+AX6CAX6CIX5D22mg+8znXsquORz+T2LjQw5wvtOThGc86aNK+OZc9mMH6j7awsagrO5bF0yTVSLDPb2QV5XD/Ny+y6/V53D5kMk0K4NLtd/O2qzuyLQy9cLDcPrqk3keznLEAGH3z6TXoG7qGzSZM2Q0ubZlcNYoD6hCS5baY3fmECIdorl9PiCEbP9IwuhMRZDvY0B6noBQ/Koqw7xOM/T5BDO5YibUqjsViol/vznTu2IoTCSns3XeI7JwCbHYHBw4e58DB44iCQJs2TenXu27kWVU3JfdnxQua79Uq1jjtuSAZZA9I5e9j3iwCfE0WIq2hpORmMHPtnFoTAYIgeOXgubKIouiVYqbSI6uVK1fyxhtvsGXLFlJSUpg1axbjxo0rfb+wsJDHH3+cP//8k6ysLBo3bsz999/PnXfeWbqMw+Hg4YcfZubMmTidTkaMGMFHH31EeHh46TKzZ8/mkUceQRAE3nrrLcaMGVP6Xn3xBNSECPh08U9kFmizV+/e8HS17qs6KCmj6g0D7RKUrB3ICX8DAvp299a2OYD2m/CmY+SN1EoFJVEq8xR0L27IZ8/VyoyWeAtObgJ7DuqJDazb2IQFJ9qQ6/KHcySxGswUCwMBa4hIcKRAcJRIcKT26DpMR+dBOpbMdLFkpouju2RO9I3k6s/NRDy0hDlpgzi6L4KB0c/xh9+DZORnM33hd9wx5CokxYELPZ87vyVPziFId2vpfvskPktMQX8sxkwG9v2IrrG/4CtklY7aFVUklxgUJLqKv9OTU0oMKv/6SIKE4BMDBiuC3hf0fsXPvgh6PwS9H0gmUGVQ3KiKu/Q1igcUF57js1Czd+GY3RfBrylS1EDEyIFaV2FT1YRcleBjMdOmVRN8LTpOnEigcZPmJJxM5XhCMvn5hRw5crJBBBRTci2qD4O3i8I3HCQDyC7IT4LA8mVvvX2We0jb3vywZjY7ju+tbVPqPKIoXpQo/vDDD3njjTdITU2lY8eOfPDBB/To0QOAAwcOMGXKFE6cOMGdd97J009XfKxXaRFQVFREx44dmTJlChMmTDjt/alTp7J06VK+//57GjVqxKJFi7j77ruJiopi7Fht9uihhx5i7ty5/PrrrwQEBHDvvfcyYcIE1qxZA2ihDffccw9fffUVqqoyZcoUhg8fXupirC+eAKBaB24ej4dXZ38KQKuoJgxp17va9lVd1JS3pDK4t2meFanJJK9pZOSNx8nb8JpcIrMVmg1BaTyYtASFhH0yJ3bkcHy3m8RErYeBiIdIn/1EWg7gkH0pcIdS4AqhwB2OWzHiskOWXSUrWeVM8+aCAEGRAo3bSgy+wsDxfTL9x+uRTGEM/Xwo4a+s5Ptd/bEntaVZ1CgOB8zjjb8/58Z+47EbQ3kkdDkHU3QE6V4q3ebg42/RKyCf/n2uo1nESnSC+7T9ioJCEAmnWoLgG4fg3xTRv1m5Z8Ev/qKrauk7P4lr/cPIJ2ajFhzBc+AIHJgBgNT8eoz9Pr6o7Z8Jk8mEy+UkJjqcmOhwgoMCWLZyE1arf5Xvqy5zsYOeeoEogjUWso5ATsJpIsDbZ7lvG3oVP6yZjd3tZMfxfXRsVPP3O28/RhVFkqQL/j38/PPPTJ06lU8++YSePXvy7rvvMmLECA4cOEBYWBj33nsv1113HT169ODOO+9kyJAh9OnTp0LbrrQIuPTSS7n00kvP+v7atWu58cYbGTRoEAC33347n376KRs3bmTs2LHk5eXx5Zdf8uOPPzJkiJZQ+dVXX9G6dWvWr19Pr169cDqdSJJEp06dNCOLE0Pqmwio7hP7mV/fwe7Spt4+ufWl8yztnXjb4FbJ3IZ8ci4IIvqOj9e2OaV423HyRjwej1c1GHznHhsn9pXcFLRyk6IEY241MGCMiCFbhZN5cHKx5i0oSEFV+ZcoCCVHbkaW0IEsT1OyiyLIyvHF5RTJSlbJSi4LNXhqfCGN2kg0bmeg8cQR3DtF4NuX7LQ9eQsnfFfipJBHf3yN9uZBfL7HRJDuViQhg3DZwNjCKTxw+WQsptxzfibBvzliRF+kiP6IwR0R/BojSNXnfRHM4ei7v4IQ0ALP7vdALksgVLJ2Vss+dTodbneZAMrOyQe036DHI6PT1X0vdVVQXwZvF401ThMBuQnnX9bLaBXVBB+jmSKnnc+X/cz0m5+vcRvqy3l0MaL47bff5rbbbuPmmzVv8ieffMLcuXOZMWMGjz/+ODk5OXTt2pUOHToQFRVFbm5uhbdd5YHWffr0Yfbs2UyZMoWoqCiWL1/OwYMHeeeddwDYsmULbrebYcOGla7TqlUr4uLiWLduHb169cLf35+bb76ZyEitNvNLL71UriRofRIB1TVwy7Xl8+2qWQAMaNWdVlFNqmU//zVc214GQGoyGdHaspatKaO+/CaqE28TSp7TJ9JRZEg6rOCUzRga9YFGp8zmFKYjpOzCnLYHc8ouwlJ3Q8YiUOaV24aqQoEnjGTdJRxt8hbH9sLxvTJOGxzYLHNgsxZ+IAgQGC4QGRlAoO1Gkn3ngdiF1zaq+Al3IwoFNDO6+Kr1AaKNZwl7M8QjmjoiGNoj+nVF8IlEMBrBo0fN1qHmZCA2qr4qOu5d7+De/EzZPwQJMXIgusYTkRqNq5Z9/jvBLzRUKwOZmpbJH38t4ZKhvQhs8ArUm8HbRRPYSHvOOXHaW3XhGHVt3I6V+zexYt/G2jalTnOhIsDlcrFlyxaeeOKJctsaNmwY69atA+DFF19k2LBh2O12xowZw4gRIyq8/SoXAR988AG33347MTEx6HQ6RFHk888/Z8AArXV9amoqBoMBq9Vabr3w8HBSU1NL/37uued48MEHEUXxtJ4ADQOe83PPjOeRFQVREPn41v/VtjkXjDcN3OSMTSiJC0CQ0HecVtvmlMObjpO34m3XjUc+tXB8r8yBLTJLf3bhKi6+s2WJh+AokTG3/msG3TesrKNxCR4nZByAlF2QuhtSdyOk7sLflo5/0Fpa3aJ5GBRZJeWYwtHdMseKH1kpKrkZKtN+9mXZ51dyct9k1s1TCA25kiShgK6+RXzeMgGrrnzMsnqiGaRFQ1Y4OM1o7yYWP05HN6w3xvuuq5Jj9m9Ue/q//iGjJC/FnXcIwdoaKaxHle/z3wO3Zk1iMRkNLFm2geycPH7+bSFxsZGMvKQvovjf/U02hAMV41tcIWj3LBjyhKa+i6kLIuCavmNZuX8TGfnZpOZmEGGt2lyb81EXjlFFuNDfQ2ZmJrIsl8uZBW3MvH//fgBGjRpFRkYG+fn5hIZW7vupFhGwfv16Zs+eTXx8PCtXruSee+4hKiqq3Ox/RQgICDjj/0sO5Kku2bqIx+NBVdUq/xwpOeks3a3VsL+i56X4G33q7LEqqZzgDfbLh38GQIi7HNkSj+wFNpWgKAqyLHvFcfJWZFlGURSvOkZxrSGutcj25QKpx8tudMt/dZF81ENEI4GwOJHQaIGQKAGL/78HlSKEtNYe7a/U/qWqUJgKhelwymcNi4fQOGjdUyLlmMDBrQrbl8l890QRXU+o9JXSCfI9QedImflKFk/Gp2ISVVSHH+zuBOlR4CrOqbD6AU5KywGdA8/idXgWryv9W4iLRPfs3QjWijd8VFUF8o+g2hKh8CRq0cni16fPrgKoRSdxbX0Z3dDfKryPipKfn4/b7S53HoWHBTHussEs+GctObn5JJxMYd2G7fTo1q7K919XcLlcZGZmelUIXm0gJW1HBMg4gNvtAqFsIiIpKYmMjAwaNWpUW+adl8FtepW+vuLd+1j61Hc1uv+EhARycnK86rp9Ibz99tvk5OTwzTffVMv2jUZjpQUAVLEIsNvtPPnkk8yaNYvRo7VyUh06dGD79u28+eabDBs2jIiICFwuF7m5ueW8AWlpaURERFRoP4IgkJeXx7x5886/cB2gqj/He5tmogKSIDIgoE29OE7e8BniHIW0BDKSD7PNC+z5N6tXr65tE7yetLQ09u3bV9tmnEZI2zDSTrZBlbUBgssBu9co7F4DUDYTrzO58QkqIqJNKkGxObgdOtwOPR6HHrdD/6+/g3EVpVOQroWm+EfkYcu14HGUT8bNzVQ4HDiL1OhPebXZMfKO3Et7+zje2jiYy9vMpe2R8iVCtZVO6XwpyCAp4JGA83ta1IQUdn3xA4lt4ip8fNoXvk+Ea8M5l1EQEU9Jkt5e0Jb0avydnuma5HKW5WBkpJ1g3ry6FwdelezZs4c9e/bUthm1yshj6zECiiAxb/6C0953uVxecX+rCEfSTtSarXXlGJ2Nvn37UlhYWOn1QkJCkCSJtLTyvSYqM2Y+F1UqAkpmR/7tcj81K7pr167o9XqWLFnCxIkTAa28UUJCAr17V6x6jSiK+Pr6MmrUqKo0v8Y5duwY2dnZdO3atcq2mZmfzb75rwJwVZ8xjB0ztsq2XRvk5+ezfv16hg8fXtumoOY2xjPne0KUg1w6YgiC5AWVZopZvHgx3bp1Oy3MroEytm/fjp+fH02bNq1tU05nFPCQ9rIgRyX1uELKMZXUYyoZSQqZSSr5WeBx6MlLtpKXbK30LvJTNc+qIEJItEBkYwFFdPLV/g84FjgfZEh261kdaMBn11UAfL9lCrc1/ZomWfvPvuGIRISeywFQZQk8OpB1pc+COQBcEqpLBKeAEBhKm05+tDUXgs4HQWfRSoHKTlTZDh4byHbw2EG2oXpsqNllAkCIGobgEws+sVqJ0ZJncySCWJaU263SR6hi5OXlsWnTptM82w6Hk1/++AdQGDa4J/FxkdVkQd1g0aJFpTl+/1lyT6LfpAlm+f4tjLLGlnt727ZtBAQE0KSJd+fsfRpl4Y4vn0FRVVp2bUvT8Pjzr1RFnDhxgvT0dLp3715j+6wOtm7dSkJC5ScFDAYDXbt2ZcmSJaXl+BVFYcmSJdx778WXKK+0CCgsLOTw4cOlfx87dozt27cTFBREXFwcAwcO5NFHH8VsNhMfH8+KFSv49ttvefvttwEtxOeWW25h6tSpBAUF4e/vz3333Ufv3r3p1avX2XZbjpLELL2+bndo1Ol0CIJQpZ/j8Z/fREVFJ0q8PHlqnT9GJfZ7w+dQQ9ojWyJRbSlI2ZuRogbXtkmliKKIJElecZy8FUmSqvz3Vh0EhWmPNv8KZ3faVTKTFA5ulVn1p4uCbBWfAAGLn4DF4sZCKj7uY1hse7EIqVh0uXgUIyvtL2Cymuh3uYGoJiLh8SIGo8DSpSd44Jv/kRG4G4DbIzPY7tef1Y120mdPIn5ZMQB8fuQm2ozdw9jJjVj78zzCMnMQQoOwtm9JnNmIKXs+ctZyAARJBklGCxUqIQtMUBbItB/14CouJMpX8G+OecSfF7Bm1XGm88jpcrNo6Xrcbg/BQQE0bRL7n8/RUVUVg8Hg9b+3amXXL9pzk4HoQ08f6AuCgE6n8/pjdHn3S3jw25ewu528MfdLvrzjlRrbtyRJiKLo9cfofAiCcME5aVOnTuXGG2+kW7du9OjRg3fffZeioqLSakEXQ6VFwObNmxk8uGzwM3XqVABuvPFGvv76a2bOnMkTTzzBtddeS3Z2NvHx8bz88svlmoW98847iKLIxIkTyzULqyj1JeGoqm8SubZ8/tml9VoY3304JoP3zFRfKN6UFCQIAmLUUOTD3yMnLfU6EVAffhPViSRJXtudsyIYzQLRzSSim0kMnqSDpC1wcJH2SNpWtmAwYAmC5pdAi4H0b6kHU/m47A8/W88761+j0JwCwH3R6TwYnU7j7OEEhv7DuqteodusBwhKbgHAntltyE7ZR1ArP7Kt/iiqCieSWAMEB3anaYdVNIkNxN8igrsQ1WMDTxF4bKjuQu35tL+Ll3EXocoOzbOmM4POgiBpz+jMCDof7VkyI0b0raGjfXY8Hk+5ZpVut4f5C1eRkZGDyWhg6OCe/3kBAA3FClAU2Paj9rrLtWdcxFvubRVhSLs+zN22jKV71p1/4SqkvpxHF1OYYvLkyWRkZPDss8+SmppKp06dWLBgwWnJwhdCpUXAoEGDznniRkRE8NVXX51zGyaTiQ8//JAPP/ywsrsH6teApyovAo//+DqKqiAJIq9c/WiVbbeBMqSoIZoISF4CeE/VJW8SS96KyWSiqKiots24cBz5ZYP+Q4uhKLP8+1GdocUl0HI4RHfVmg78C0VReeSxn/k17zPcBhsAj8Skcne0tq1phgV8hoSjKIrN496ny5y7IENle/in9Nv6Is48H7pcnkWj+EgSk1JJSkonKyefrJx8Nm6D4KAAmjSOpWmTllhDK574W5dwOp3lms6tXLOF1LQsDAY9Yy4dQFDgmQta/NeoL4O3C+b4Gsg5DkZ/aHPmsNy6dIyeGHcnc7ctw+5yMHfrMkZ3qZlJsPpyX7vY6nT33ntvlYT//Jsqrw5UE9QXEVCVA7dCh42/ty4FYFSXwfiaLFWy3dqmpK26t1wspahBAKjZO1HtaQjmi1fiVUGDCDg/RqORrKys2jajcsgeOLIUtv0E++aCx1H2ntEfmg2BliOg+TDwO/e56LDLXP3AR6wXfkKVtOvnU3EpjArKY0uBmRC9jF40Ay5klz99JA9rRn+Me2keNjGV5XGPMejIG6z/3ofcUQcZObI7Qwf5cvxEEmkHl+OfMYtt2ePZlJ3Hpi27CQr0JyY6gpjocCIjQtDr6+Tt5jT+3Xk6JVUTUEMH9SAkJLC2zPIqVFVFVVWvKslb42z7QXtuPwEMZ74fe1vZ4nPRLDye8IAQ0vIyeX/BNzUmAqDqoyZqA2/9ruvkVblBBJzOUz+/VdwXQOD1qx+rkm16AzqddorKslz6ujYRzGEIQe1Rs3chp65B13hCbZsE1J/fRHViMplwOp3nX9AbSNkF23+CHb9opT5LCGkOrUdDi+EQ1xOkisXJpqbamTjtfxwxLy393wuNkrk+PJtXEsL5PCWU2yIzyIwcA/yBzphN/N4o1nRLRdfLB8P6APJNx1kZN42BJ95g16/tiSp4kfC+N9OuQ3saHf4BRVhPM+NWDluuZ3NuZ7Jz8snOyWfn7oOIokhEeDDRUeHERIcTGhJYZ2voOxwOjEath4Pd7sDl1Mqk+vv71qZZXkXJfa0+DN4uCGch7P5Te32WUCDQQsu84b5WUa7qPZr3FnzDzpMHcLgcNRJy7C0TgBdLgwioQurLgKeqPofD5eD3DVrpsWHt+xLoW3/c0SWxt94iAgCk8H54snehpK4GLxEBer0el+v8Ndv/y5hMJhwOx/kXrC0KUmHHr9rgP3V32f8twdDxCuh0NUR1KtdsqCKs33SS2z58gQyztk1BhWfji7g+PBsAk6gN2FJcgYRF9ADXH+hMOewt6MU3Hdtx445vMfUMhg0KuaajrIx7nKd8m9LX8gVpG1awJPkF+rZ9DNInIHlyaZn/AS2DO5IRP41jBVEkJqdRWGgjOSWD5JQMNm3ZjcGgJzoqjJjocGKiwvH39/HqG70sy+TkFpCVncuhI0m43Arbdh3Hbi8TlUaDoRYt9C5KrkV1PZnzgtk/H9w2CG4CsWdvWFfXRMADo27m/YXfoqoqHyz8jkcvu63a9ynLcrkcnLpKgwioQoxGo3ffzCuITqerkkTFF37/AI8iIyDw1nVPVoFl3kNJJQ6Px1M6+1bbiBF9Yd/HyGlratuUUurULHctYTKZcLlc3nUxdtm0MJ/tP8HhpaAWTwpIBmg1CjpfrYX6VHDG/99888sG/rfgVQpNWgKwgMDTUSZujCwTGW0tdsaH5JDtHsikJoH8vh9EnZPdNKFX9haGR3dnEZswdQ9D3aSSYz7E2047fYuCCPc5hDnxIQ7n9KbZqTvO2UFozjVENLsO/dgXyHdbSExKIykpnaSUdFwuN8eOJ3HseBIAfr4WoqPCCQ0NJCgwgOCgAAyG2h9AZmTmsHzlJrJz8s/qtQ0I8KVxfDQWS90vxFBVOBwO9Hp9vRi8XRC7Z2nP7SacU7TXNRFgMZhoG9Oc3ScPMnPtnBoRAf9OxK+rOBwODF44UVB3zr5T8PX1vaCmC95GVYmAklyA3i06E+ofdNHb8zaq6jhVFVJ4HwDUnD2ojiwEU3AtW1QHZrm9gBIR6XA4sFhqOWfGlgVrPoT1n4Ezv+z/cT21Gf/248F8cfHl0179nR+PfITboCVDCwjc2boDN/v/UG654UEFDA8qoMe2B+gZb8C0z4BDcHFMF4Tr0GpemjSdRUmbEAIFLF3DKdqskKxLZPyWAfzUfhfxgUfwd/15Rhvkw98jn5iNT+enaNv6dtq1aYaiKGRk5pCYlEZiUhpp6VkUFNrYf/AY+w8eK13X19dCcGAAQUHaIzgogIAAP6QaFHCbt+4hKzsPAKNRT1CgFZstnyaN42kUH0tQoH+9yXWoSv6dPP2fwpEPh/7RXrc/t6e4Lg5wbxwwgUd/eJXknPQaETF1TSidjcLCQuLiKt4gsaaok0fWz8+PgoKC8y/o5VTF4LbQYSOzIAeAG/qPrwqzvA5vEwGCOQwhoCVq3gHktHXo4sfUtkkYjUZyc3Nr2wyvRhAETCYTNput9kRAURasmQ7rPwVX8USGNR46XwUdJ0NIs3OvXwHcLpmrH/2QNY6ZpQnAAgK3dRnJvbpPAFAyWiEUqAhNDpSuJ1jb4mtyYxVMpOJCMBWw70Ay8s/v8Hh+Lq9GWiFYIKBrDHlbT5JqPMzVO7rxefMw2kavQ1FFMqSOhPvZIe+U5mLufNwbp+E5+DWGXm8iRQ4kPCyY8LBgunZug9vtITk1g5SUDLKy88jOzqPIZqew0EZhoY0TJ1NKNyWKIoFWPwIC/PCxmLFYTKXPFosZH4sJg0F/WmiRrCgUFtjILyikoNCG7JG1MqeqilKcxKr9qZY+FEUhoXjf48cOJSxUE2Vz586ldcvG/+0mWOfh38nT/yn2zwOPE0JbQHjbcy7qTWGuFWViz5E8+sOrqKjM37GCy7oOrdb9ybJcL86lgoIC/Py8r2Ja3Tr7ivHz86OwsLDOJ4xUxeD2pzWzAW2AM6az99Str0q8TQQASBF98eQdQEldBV4gAho8ARUjICCAvLw8QkJCanbHRZmw+gPY8Bm4isuURnaAwdOg1Wiootnt7Fw7Yx9+gcP65aXduUQE7ux/Ddc6v8MsFOAhDmldNw74NqNVk+cBeC/xfno01pb3F8ykqvnojNlsszXH4W6Nam5FhGcVqbocPCEKo4Zeytwl80g17+G2A515syiGPi1+JVzZxqG8y2je8x6EPW+iFp4otU3N3YdzwWikRhPQ93wN0aJ11NXrdcTHRhIfW9Zh1+FwkZ2TR3ZOXqkwyM7Jw+32kJWdVzo7fyYkSSwVBJIkkV9QRGGh7YKLMERGhBAepnlY8/M1r42vb0MS8Ln4T4uA0lCg8ecMBVIUpU6KAIvBRJBPANlFeczatKjaRUB98gQ0iIAqwtfXF0VRsNvtte/Wvwh0Ot1Fl7+cvWUJADFBEfXih3ImvFEEiFGD4cAMPIe+Q9fuAUSfqFq1pyEnoGJYrdaa9ZgUZsDq92HjF6cM/jvCkMe1mP8qnMTYvvck17/+PBmmPaX/ExGYOmIKffM3ECnsRRZM6DYN5KQrlgRrEa2Kl/sq7SYe62tHtWfTNv8QB/380ZlyOJDblHg0T8JlRd35PGARACukndwx8gY+XfANqT7bePRkDx7Pf4zLur1Oc/4maU060VcuQZ/8F+4dr4G9rMKRfPwPlLS1GC/5HTG44xk/i8lkICoylKjI0NL/qapKQaGN7Ow88guKsNns2GwOioqfbXY7TqcbWVYoKCiioKB8TwidJOHn74O/rw86vdatXRAoftYeovaP4mdtnVYtG5duIy8vD39/f+/JKfFSTq2g9J/CnguHtHsy7c4dCiTLMkCdvG93bNSaZXvWs/no7vMvfJHUFxFQUFDglZMHdfLIlqipgoKCOi8CQDvJL7SKwu7EQwAMbH32CgR1HW8UAVLcWMSQbiiZm3Gvn4phyE+16pUq8QTUde9YdWO1WklKSqr+HTnyYNV7sPYjrUoIaJV9hjwBLUdW6eAf4Je5G3ji91cpMp0SOoPAU5ffQ8uifNrLv2qDWtMtKImFLFVHcmOXAaXLHrK3YKjxMzy/T+U6jz+zGILOlMMuT1sGODdywtgaX9XMZUU9+NtnIwA5UTYeGnI77yz9lBTfjbyW25u81e8zuddjROs2kDFzBGFXzMI88To8+z7GvetdcOUCoNpTcczui/GSP5BihlfoMwqCgL+fD/5+PmddxuORsdkdpQLB45HxK17HYjFd9G8jNzcXq9V6Udv4L+BwOGre2+YN7P0bZBeEtYbw1udctOSeVhcHuGO7DGXZnvWk52fh8rgw6Kov4bW+iABv9QTUyekMg8GATqer88nBJQlBFzrAPZx2ArtLCwG5aeDEKrPL25AkyetEgCBKGPpOB0GHnDAH+cRftWqPyWRClmWvO07eRkBAAIWFhdV3nDxOWPshvN0RVrypCYDoznDdz3DXCmh1aZULgOen/8bDfz5JkSGl3P9fnPQg7c0xtM9/A1GQUaIuQ5mrkuyJ4pAjtnS53zImYNJDVJA2EWEurlCkM2azx92WPhnfli7bzB3JhMLexLvDaEc8fkVGJjeZhKjoSfZbx2euXXy1fgYF9hBCDUfI/3UI9rRd6Ds8gnnSLnTtHy5no/OfCbjW3l9lx0Knk/D38yEiPIQmjWNo0TyeyIgQfHzMVSKO8/LyCAioPyWYq4v/ZDiQLRv+eVF73fHK8y5ekhRcFydtxne/pPT13K3Lq3Vf9UUEeKsnoE6KAEEQ6kVysCiKiKJY6hasLF8v/x0Ao85Au9gWVWmaV+GNngAAMagdug5TAXCtfxjVmVNrtuh0OiRJasgLOA9msxmj0Uhe3tljyi8IRYHtP8O73WDeE9qAILQFXPMj3Lm8Wgb/qqpy1bR3+HTX27ilotPeb+nfhOAj/8NPyEA2xWBwXw/5RSxlJG3j5pUu9/yJ5+kcB5JOEwFGVab52ssZ89d1+OSEI7js5bYb7wljQlFvrKlmwkIDaRESyTUtJiOqOhJ91vG9axnf7v6C1JyW+BkycS0YQ96ePxCMgRi6vYB58mGkFjeVbs9zYAae47Oq9NhUB6qqNngCKsh/sjrQ3GlQmKb97vvcfd7F6/Lg1mQwEexrBWDW5kXVuq+6fJxOpcETUMXUBxEAFzfAXbpnHQCtoppUpUleh9Fo9NpGWPoOjyEENAd7Gq7Nz9SaHYIg1Jv+GdVNlecFHFoCHw+A326D3BPgFwGXvw/3roc2Y6p88A9QWGRnwJ3TWJ73M6pw5oaDq1a+T2NxAyoS5iFf45m/hRQ5gj2FLZjY55HS5Y45mtCjMcgn0gAweiQEVcDotBDqVNjjaU1vz6rTtp+RmUN4WDB6vY5m1nCua3cNgiqR6LOOXwsWsCD/Qw4kDcIgOdBtuJH8De9q4WqWCIx9p2OauLN0W4JkruIjVPWUFKPwxhu5N6Gq6n/PE7BvLuz4GQQRJnwM+vOfz06n0yvrxleUzo20ykdbj+05z5IXR30RAd5aHajOioD/eq8ARVE4nqHFNl/aaWBVm+VVeHPlG0FnwtBnOgDywa/xnPi71mxpSA6uGIGBgWRnZ1/8hpK3w1eXwzfjIWUnGP1h2LPw0DbofhNI1XPj2n8sid733c0hYeVZl7mqSS/uCdJm+/VdnkJIC0RNTGWZexgABr02u7/f1RWAHo1BTczQ3vNI5IcmAhDiktnlaUvTlDOHu+3df5ROHbT04qaWMK7reA2CKpLgs5pvj/zBsZg32HDoOgRBRbf3aXLm34+quAEQ/ZtgubkQy82FSLEjL/awVDvZ2dlYrdaGpODz4HK5UFX1v5MYbMuCvx7QXvd7AGK7V2i1ui6UxnXTQoIyC3JwuKrv/lwXeyn8G4/Hg91ubwgHqkr+656A5Xs3oBTH7l4/oH72ByjB22e4pYi+6FrdCoBr6TW4t7+Kqp55drY68Wax5E2EhYWRnp6Oolzgd5STAL9MgY8GwJFlWjffPnfD1B0w6BEwnD1x9WKZv24jo1+6hwzDvrMuc0WLETwcsgi94EQIH4C+/cO4564gTQ5jt6MtUUFlM/C37dcEbI/GQJE2ONcJCvYgrbRniEtml3EIvnIOEabTzy2PRyYtPZOmTWJx5pswrLycsZFTQBU57rOSN5d8S8zkN1h28EUUVcCU9hWZv0xAdeZW3UGpIVJTUwkLC6ttM7weh8OBTqerF7O3FWLOo1CYDmGttMT/ClLXQ6bGdhtS+npONeUFKIqCqqp1/lwqKtLCNRs8AVVISa+Aus6FioDVBzYDYDGaS2Pz6it1YXCr7/EaupZTABX3tpdwLr6yxnME6sJx8gasViuSJJGVlVW5FZ2FWuLfe91g52/a/zpeCQ9sgVGvgk/1do5+c9Z33D7jcYr0qWdd5qoOY7kxYBfBQgKqIRDjoC9Rs/KQN+5kqWMIKgJNOpcltm7Nb0+gBZqGgVpU7EUSZfx8TiDrXOgVgYPObgA0c+064z4TTqYSFRFK/qFmFKQEYN06gYktrwJV4KjPMm5+6zW633s3SxO+xem24GNfRtZPQ5Hzj51xe96ILMtkZGQQGRl5/oX/49T1wW2l2DNbuxaIUnEYUMU/d10vo2rQGUrHHnO2La2WfdTlCkqnUjJh7eNTfRNEF0qdFQG+vr7/aU/A0fSTAFgt3qcsq5qSMJcLbfZTEwiSEUOf9zH0+wQkE0riAhx/D0DJPvPAqTrwdo+JtyAIAhEREaSmnn0wXQ5Fga0/wLtdtIo/Hgc07g93r4IrvoCgRtVqr8vjYtxr9/Dmgo9wSzYMsh/iGS7dN/WcxFCDjTailqhnGvAZoiUSz/xVpLtD2OXuAECfSY0wTdzJj/FaNaHujbW0BbWwOO9GVAn32CkI1sINMzJCUFVocvIXzpbdsGnrHibd54verwh7np42addyeSvNQ3nYsphJj79G79svZZNjDnlFkVjUA+T9Mhhn0voqPFLVR2ZmJkaj0Stn8ryNuh7mUmGyjsDsB7XX/R6EmK6VWr0+HKcOcVoo4Pbje6tl+yVjo7oeDlRYWIjFYvHKz1FnRUB9CQfS6/W43e5Kr5eUrSXxhfpX7+yjN1CXyl/qml+HafQSBN9GqAXHcMwZjOfwjzWybx8fn1K3YwPnpkQEnFdYHl8HnwyGP+6CglQIaqxV/JkyB6LO3OiqKtmffJQOj17G+mNbQFAJsbVD0LlRKB/KdPvAq2hHEH3FLwDQtbkbKfZSVJcb96I1LHMMRkWkfYsjxLTxRfRvwtrj2oC2pFMwBZqATHPEEZYdSEGIlhdgKoBUa28s7myi/M9sp8PhJCU9hSE35YOgcGC9gRta3MOopmMBOOgznysf/oA2oztyPPIfkrLaYZIycS4YjW3fb1V81Kqe1NRUwsPD62Q5x5qmZMBTr8k+DjMu0zqBR7TXmv9VkvogAoZ36AdAWn7WhYdXngOXy4Ver6/zvztvTQqGOi4C6kM40IXO3mYUaImNMUERVW2S11HXyl+KwR0xjV2JGD0cZAeuVbfjWvcgqly9FY4CAgLIz8+vlotxfSM0NBSn03n2iYScEzDzJvhiBCRvA6MfjPgf3L+x2ir+/Juvlv/GkP9dR649D0kx0TLrSgoMJ3Gq5X8H915yPS2FZvRWP8EkFCIEdUDf7X8AeFZvITPXxA53JwBG3hdfut7G4micHo21ii5qoRYOJIkegm26UhEQ4pTZHXYNcPaQIIADh47TvqcfcT2SAfj9PRdvXD+N4c21ZmD7An7npsc/IzA+ErnfAvYnj0AnOmH9TTg2v+a1nj5VVUlNTSUiov5fa6uCet9LIScBZoyBvEStHOhNs0BX+bCe+iACJvbQEvpVVWXFvo1Vvv36ElrmreVBoQ6LgPoSDnShcdz5Nu2zNw2Lq2qTvA5BEOpcvLtgDMJ4yW/oOz0JCHj2f4Fz0VhUZxVUpTkLPj4+iKJIfn5+te2jviBJEqGhoaeHBDkLyuL+d/+hlfzrdrNW8af/Axd0s68siqJw3fSHeWLmmyiqgr8zjq6p93PMOh+nrnx/g6mjptDZpwNxRb8RKexFlcwUdXgPQTKiqiqeOctZ7tS8AG1bHCO2QyAABXbYW9xbrHtjoMgObm0QLopuAuwGCkoqBDkVdhm1CmSNT/yM+C8B5EMWApqXbvXabVw/NQJLSC4ep47Pnsnh64deYEgLrTvx7uAfuP+Vb8nJNhE66SfWHrhD+8y7/odzxe2osvdVt8rLy8Pj8fw3O+BWknrfSyE3URMAuQkQ3FTzCPpWPllcVdV6McD1t/jiZ9Li3Gdtqvp+AXU9b6IEb20UBnVYBNSXcKALLetod2vrtI5uWtUmeSV1Md5dEET0nZ/EOOw30PuhpK7GMWcISt7hatqfgNVqrfpGWPWUyMhIkpKStBloRYEt38M7JXH/Tmg8QIv7H/feBd3oL4STWSl0evwyFu9eA0Bc3hA6pd3NtvDpuKTy17vHx97B4Og+2BPX0FnUmm0dDbyX35YcZ9uO/SgHj1NwKIsdLi1saeQ9ZV6ArQmgqhAbBBEBoOYVgKoN7iXRg6/DSEFwEioqvrLK7sxY8AnBaE9BOuWu0VaYzzjxcVoKywHILyji6ImTjL1fQdB5SDloZO7X+fw49XUGtOgJwM7QL3nhs5/ZscpD42te46+NryErEsqxn3AsuAzVUcmE7WomKSmJ8PDwhtKgFcBut+N2u+unJyA/Gb4aAznHtbDAW+ZqPUEugJIyqnVdBEBZn6KNh3dU+bbrg7cEGkRAtRASEkJmZmZtm3HRXMgMd64tv9R13jG+dXWY5XXU5Rr4UuwITKP+QfCJRc0/jGPuEOTUNdWyr4CAgKpthFWPiYqKwmazUbh7EXwyCGbdrXX8LI37/xsi29eYPb9vXECvZyaRnp+FoEp0SbmfJrmjWBvzPG7JVm7Zp8ffw+Vth7Nz2xb6i58iIuOJvpw1adr1ICY6HM/8lfiINh6OfojxI9YS36lsYHZqKBCAmlsAinY7kEQ3ZocJ2eDEadUG5AmHVWg5ks3Wy3HL2rVHUGXcqhFJ8NBR+BMDWj7Kzt0HaN7Wn7bDNS/L4u/gxAE3v0x9j57NOgOwPeJjPpozi9V/OWl33R18u+x7HC4/1PS1xUL5UDUc4cqjKAoJCQnEx8eff+EGyM3Nxc/PzysTIC+KgjTNA5B1FKzxmgfAP+qCN1dSRrU+HKch7XoDkJhdwUILlaC+iIDMzExCQ0Nr24wzUmdFQGRkJMnJybVtxkVTMsNdmXjYnSf2l75uFBpdHWZ5HSaTCbvdXttmXDBiUDtMY5YjhnQDZzbOhWPwHP6pyvdT5d1w6zE62UHPtJn4/XyF1vjL6A8jX6rRuH/QBpp3f/kc98x4HlmRMcmBDD3+Pr7uKFbFPoVHLD9J8MKkB7iu5ziWLttAL+Fb/IQMBN941sk3AAJNG8cQYvXHs24LABFxuxj8cJ9y29h4VHsuFQF5BaBqtwNR8GBwajfevJAEAAqSFOQWo2hctKV0G6ogkeuMI0eNxigU0UGYrf1fhRWrNnPtvY2wxmeiKiKfP5OH26kya+qHdG3cDoCtER/w6+Y5LJnpoPPkEXw8/2+yC2JRC47gmDMEOeXszdBqitTUVHQ6XUMoUAWpl/kAhRmaAMg8DAGxcMscsMZe1Cbry+AW4MpeowDwKDI7E/afZ+nKUV+OU3JysteWF67TIiAlJaW2zbhoLqTyzZ5EbZZML+n+My7q+lD5RrCEY7x0HlKjcaC4ca26DdeW51HdVRfWZrVaG5KDK0LCBviwLyFHtU64SpcbtLj/fvfXSNx/Cel5WfR8ZiJ/bFoIQKSjMyMPf4lDl83qmGeQxfLer5cnP8zNAyaxcPFa4uTlNBY3gCBR0O4djiXlIwgC3bu1Q9m5DxwySA7ES6/XEptP4XyeAJ1Tq+6SF1Jcitgmc9Q6hBA1kzhbmdvf353JVuVKAFoKS/BDmw3MzMrl0JEErn3cjGRykp9m5Me3sxFFkb8f/YwOcS0B2BzxLktPLGTJTBedLmvPR3PnciK9K7hycC66HM+h76vqUF8Qx48fJz4+vs5XJ6kp6l0+QFEWfHUZZBwA/2jNOxh48V6hwsJCrw0PqSzRQRGY9No189f186t02/UhbwIgJSWlQQRUNZGRkWRkZNSJspHnQq/XI4pipUKCDqdq3Tx9TfW8DNsp+Pr61otqUILOgmHQt+g6PAKAZ+eb2H9qhHPJVXiO/Izqurik3pLk4PqQL1MteFxa4u/nIyD7GPhHs7PrSxzr+BD41qy7duGOVXR7chwns7TJjAGxQ+l37DXSfbazNuYFFLF86eDXr5nGlEGTWL5qM3LuAXqKPwCg6/wMaw5pzXRat2yMNcAPz9w/tPeCMhB6315uO2l5kJCtOTq6Fo9nTvUESKIHp8efYMlQViHIpbA73QJNB9Elb27pto749CAoP41EtQOSINNV/LX0vU1bdhMR40ufHprQ2rLAwM41NkRRZMHjX2n5TILKxsg32ZK/hNV/uWjRJ5LPF/7KjmOXa0J59Z2aUK6FDtwFBQVkZWU1hAJVEFVVycvLqz8iwJYNX42FtL1a7P+UvyG4SZVsuqioyCsbR10oUYFaztSB5KNVut36khjcIAKqgfDwcFRVJS0trbZNuSgupPJNyey/l1bUqxZ8fX2x2Wz1YoZbEEQMXZ/HMOALBP/mIDuRE+bgWnkL9pmNcS6ejOfITFRX5RN8BUFoyAs4G+n74bNhWuKvqkDHyXDfOoK6T+DYsWM1WqJy2o+vc+PHj+KS3YiCyMuTH+aObleTFjOHddEvoQjlJzfevv5Jbhgwnu07D3D82DEGiJ+gw4kYOYjkgKtIS89CJ0l07dwG1eVA3qmF8UgDeoOh/GBj03HtuXUk+Jm112puPijabLcourF7/AmXjBSEap6AQJfCzmMqtBpFhPMI4Yo2468KItH2fexQr0BRReKErYSzD1EQkGWFlau3MH5wDhFNtWZC371cRGGegiiK/PPENzSPaASCyoao19ivrGTnKg+hcT7MXPERS3Y8CGhC2bX8RlRPzYYDHj16lOjo6HoxCKkJHA4HTqcTf/+zNJOoS9hz4OtxkLpLKwowZS6ENKuyzdcnTwCU9StKy6u6PE1VVRvCgWqAOisCDAYDoaGh9SIvoLJJr9GB4QDYXXWrWs7FYDabEQQBm812/oXrCLqmV2GasBXT5evRdXwMIaBYEJyci2vlrdh/aoxj8RV4Dv+I6syt8HYb8gL+haLA2g/ho/5a7L85EK76Bq74HMxWoqKikGW54h2EL4JcWz4Dnr+Kb1ZqM/VWix9Ln/mebiEd+XXbb6zy+wBVKC9037/pWa7pO5bEpDQ2bt5FF+E3goQEMAaj7/cZG7bsAaB9u+b4+JhR5n2O6jKC6EGacPdpNvw7FAhAzSs8JRxILhUBTp88VLMbETiwT4HWo0GU6J7+PX6k0V74m4JAX+IdxzioDgKguzgTk+BAkkSSktM5HHk5U9q9hNG/EGeRiS+eTkZVVXQ6Hcue/p5GoTGogsL66Jc5YVxLyjEFFZF/tk3jl9XvoaJHPj4L54JRqPaamfRxuVycPHmSpk3/G9XXqoKSpGCdTlfbplwcjjz4erx2rfAJ0ZKAQ5tX6S7qmwiICtS8qDlFVVeeuj5VUEpJSSEq6sITyauTOisCoP7kBVS2/GV8iJYM7JYr32m4riIIAj4+PvUiJOhUBEFADGqHocuzmMZvxTRuA7pOjyMEtATFhXJyPq5Vt2OfWSwITsxGVc79vTd4Ak4h9yR8fTnMe0Ir+9l8GNy3HtqNL11EFEWaNm3KgQMHqtUbsPbAFjpPu4yDqccB6NW8Mztfn4tk1/HBnO/48/gCVMr2LyDw8ZQXubLXKAoKili8dD1R6g7aiFo9bmP/TzmU7CInJx+jUU+nDi3B40T+R8svkFoGI/ienqR5RhGQm18aDgRgV3wJF/UggBCpeaTSj8tayFSzIUQ79hEknKCz+AdBpqN0SPuVfeJ4XKqZICGBSHUjsaGaB2Ld5j34j3yQke3fAEHh6M4AVvyWAWiNAFc+9yOxwZGogsLamBdI8dlQasfWw1fy2fyfkaVAlIxNOOYMRsnZc5HfxPk5dOgQQUFB9S/JtRqpF/kAjnz4ZgIkbQVLkCYAwlpV6S5kWcZut9ercKC4YG2AW+iourw9p9OJTqer86LS4XCQk5PT4AmoDuqLCKhsOFDTCK1BmKKqdT4nojLUl7yAsyEIAmJgWwydn8Y8YQumcRvRdXoCwdoKFLcmCJZeg/2XVrg2P4eSf+SM22lIDkaLlds+E6b3gaMrQG+Bse/ADb+D/+kX48aNG+NyuUhKSqoWc16e9RET3rkHu9uJgMDjY+/gz4c/Jj0th9d/+Zw5J/4pt7yAwKe3/Y/xPYbj8cgsXLwWwZlGf90MAHRt7kGNvITNW3YD0Llja4xGA+rmb/CkW7Vlho/ShM8pqCpsOoMIUHLySz0BAA7VXxMBANHagF1OV3C4gY6TEYCWhYdRVYFAIYk0SyPa6JPZqY7V7BF+x5S6gZBgK06nm7WpPgzpkEOzNlpp3L8+1ZFxUrPNoDOw6rmfiLSGoQoKq2OfJdVnU6ktx9J68/Yvc1B8mqIWJuCYOww5afGFfREVwG63c+zYMdq0aVNt+6iP1PnKQNnH4NuJcHKT5i28+W8Ir/pzoKioCEmS6sUMdwnNI7SLicPtqrJt1qd8gJLmlN5IgwjwAiorApqc0iU4Iavuf/6KUh8qBFUGMbANhs5PYR6/GdP4TejaTwVzGNjT8Ox6C8fvHXHMH4Xn6C+onrLzx9fXF0EQ/rvJwbZs+Pkm+O12zbUf0w3uWQ09bjlr2U9JkmjZsiX79u2rUvFkczkY8X838cHCbwHwMVqY89jnPDjqZjKzcpn/z2qWJK0ut44gCHx5xyuM7ToMVVVZtWYrWVnZDNB9iUHNRwjqgL7bi+zZd4TCIjs+PmbatWkGbgfq/E9QXQEgCUj+qfB/jTUvSDFHMyC7CAw6aB9zyk7zC8t5AmRZR7iozcA5wrXk4GCnwv4UoPUYMPjSOGMpmWg3/4OhPWh35GNOGC4lXw3DIuRhZg+9g7MQBIHDR0+S0OkRbo56FJ/QTGS3nk8eTUQp7jlgMphY8+IvhPsHowoKK2OfoqjlQsLjte8rz9mEoi6LEcP7grsA5z8Tce//vMq+p1PZv38/ERERdX9Wuwap052CC1Jh9kPwbletapjJCjf/VW09QkpCgepTxalW0VrCtKIquDxVIwQcDgdms7lKtlWbpKSkeHWzQe+0qoJERUX9J3MCfE0WSi4fh4pDC/4L1HdPwLkQra0xdHsR85UHMAz5ETF6OCCgpK7EtWIK9l9a4NrwGHL6BnAX/HfzApK3w0cDYfcsEHUw9Gm4bVGFkvri4uKQJInjx49XiSk7ju+jw2Oj2FFcO7t9bEt2vTGPrk3akV9QxLwFqziak4DtlIRXURD45q43GNV5EAB79x3lwKHjtBPmEa7uAZ0PxkFf45JFtm3fB0C3Lm3R6STY/BWeFG12UerYCuHEYnAVlhM+JaFAneM0IQCgutxgc5TzBLgUE+GC1sgoM0ir+BHilNmZoILBAm3HIqDikhoBEMVu9O58OgfZ2KpcAUBrcTGFW2fSoZU2abFq2zGMA+9lcqtpiDoPGSlhzHp1a+k+LQYTa178lRC/QBBU5opvYhvwIa8vMPLaHF/Cm4ViHPE3UrNrQZVxr3sI14ZpqIp8sV9VKQUFBSQmJtKqVdWGgNR3SpKC65QnwJ4DC5+DtzvCxi9B8WjhgrcthKhO1bbb+pYPANAislHp64Mpx6tkm/XJE+Ct+QBQx0VAffIEVLYRlk7S7uDHMxKrwySv5L8sAkoQRD26+LGYhv+B6Yq9WriQJRqc2Xj2foRz7lDsP0TR4fh1WDZeh2vdg7j3foSctBilMKFWSi3WGFt/gM+GQ+4JrevvHYth8GMgVSymVBAEWrduzcGDBy86zG76wu8Y+doUCh1aIvvdl1zLP099g8Vgwu5wMm/BKmx2BxvSywbBoiDy/T1vM7xDPwBS0zJZs34bIRyhk/gnAIZebyEGtGDHzgM4nC6sAX60bB4PLhuseBs5XxtwS706wkEtd4CWI0v3cdakYACdDrX4liBjIETWjttJy2FUCQwq7NxXnLPQcTIAjdK15mGx0h5UVFqfmEG2T39S1ZboBBeiTxrd0n/C38+HwiI7G8UedIpMpnP7WQCs/KcZh1fsLbXF12Rh9Qs/E+ijDSa/3DyLV2a+D6L2fQiSAUO/T9B3eQ4Az94PcS29GtVdNdeFffv2ERcXV+8GadVNVlYW/v7+dSN+21UEy9+EtzrAqnfAbYe4nnDLfLjxDwhvXa27r2/lQUEL6RMF7dqxN+lwlWyzvlQG8ubyoAB14Bd7duqLCPDx8Sktf1lRl5FJb8Qte6qlVbe34uvri8PhwOPx1I2bTTUj+sZi6PwUasfHUZIW4zn0jeYJsKehc2eic2fi2b+t/EqSGSGgOWJAc4SAFoj+TRFMIWCwIhgDEYyBoA9AEGunnb2qyODIRJUdCL5xFXOZe1wwb5o2mwfQcgRM+kyL660kERERHD58mCNHjtCyZctKr+/yuLjq/QdZe1Ab3Jv0Rr69+w0GtO4BgNvjYcGi1eTmFWA06Nibc6h03Zn3v1u6nM3mYNGSdUhKEUMMXyDIMlKTK5CaXYvN5mDn7oMA9OjWTrtmbJqBkl2AYg8GUUAXq8CqTDAFQHzv0n3sKp4z6FIWUaglBQNCgB+IelCcSKIba3HX4Hy5EFOYgDNF5cRBGRChyQDwi0SXl4w7zIROKUQ165GSt9KtWwCbd17FaPFFonW7KDiQwYAR45izpYjd+47SfMArXJ0ynmMx3clObMSMNyw81zYTY3FXXqvFn7Uv/EKvZyeRZyvg0w2/oRclpl1zL3q9HkEQ0Hd8FMG/Ca5VtyOfnIdj3nCMw35F9LnwDurZ2dmkp6czbNiwC97Gf5XU1FQiIiJq24xz43HB5q9g+RtQmK79L6IdDHtGE8o1FJ5TWFhYLztQm/QGbC4HR4r7GF0shYWFXj14rijeXB4UGkSAV2CxaE2/bDZbhWegfEwWChxFpORmVKdpXoXBYECv11NQUEBgYOUHePUVQZSQYkcgxY4AQHXmIuceYMfqP2gWDiZnAkr+IdT8IyDbUbN3ImfvPNcWwRBQJgoMgQhG6ymvA//12grGIARDIILuzDM3qqqCMwvVlopqSyl72FPK/8+eBqoW3iFGD8fQ70NEyzkuoPnJ8NMNcHKjdhMf/AQMegwuMP5SEATatGnDunXriImJqdSM3cGUY1z+5p3kFGnVdJqFx/P3o58RWFyhR1EUFi9ZT1p6NjpJJCTISLuYFhxNT+CTW18qFQCyrLBoyTpsNjtDjT9i8qQi+DbC0PtdBEFgy7a9eDwyYaFBNG4Urc1srizzAoitmiAkrdCMaj4UJH2pjWnFFfyiT/n5qHla7ogQ4IdaKgI8iHY9FoMRm+wksLGL1BQ9eSeLPUmiBB2vQFj9PhJWZFKR41ogHthHi7TZbA8YypH8PjQT1uAJlolePY0W7d/l4OGTLD9oY1LXa7lJuJP3s/6ksCCYb59cx20fDy61NdA3gNXP/0yfZ6+gwFHE9HU/oxMlHr7qLvR6bRld44kIPrE4l0xGzd6Jc84gjEN/RQzpVPEvvBhFUdi5cyfNmjWrF7OPNYmiKKSlpdGnT5/aNuXMqKoWHrjwOc1LCJqncOhT0H7SBV8rLswUlYKCAvz8/M6/cB3Dx2jB5nJwMqtqJiaLiorqhUcuJSXFqxsO1nkRkJqaiizLSFLtzFxWBaeWv6zoSW+1+JOam8HRtIRqts57EAShNNa9QQScHcFoRRfeExrpSDSZaNu2LQCq4kEtOI6afwgl9yBK3kHUwuOozhxw5mjPnkJABVcuqisXteBY5XYumcoJBBRP6UAfpYIJY4IICChJi3DM6oGh91tIja843StwbA3MvAGKMrRkvis+Kxf6cqEEBwcTGxvLtm3b6Nu3b4W8EV+v+J0nZ76FUhxudX3/cbxx7ePlltm2Yz8nTqYgCgKhwSYGDxrAZWNGlVtGURSWrdxEalomLXVrifasAUGHYdBXCIYA8vILWTXLg6rGM2ZkI822DZ9DUSYemzbjr+vVCQ48o23wX8cjvThXPOyUfk5qbrEIsPqhFicDi6Kbr2eNpXXjpmzt9DNhzQpJXRuIMU8mpwgCfYBOV8Hq9xEzMpGDQbaAHhD3/U23CfexZvlE4tVN+OoycBXl0oeNJJgakZOTz/b219N1318Mbv8J/2x8kF0HerP5g2/p9uAtpXaF+gex6vmZ9H1uMkVOG++t+RGdpOeBK24tFQJSWA9MY5bjXDwRNXc/jvnDMQyYgS5+zHm/s1M5dOgQiqLQvHnV1oP/L5CVlYUkSd6ZFJxxCOY8AkeWaX/7RcDgadD1hnLiuKaw2Wx4PJ56KQLcshay52O6+GReWZYrNSnqzaSkpNCrV6/aNuOs1HkRoCgKGRkZ3u9TPF7ZAAEAAElEQVSKPA++vr6VqnxzaaeB7E8+wr6kI+QU5pXONtZ3AgICyMurfCfd/yKRkZHs27evVAQIog4hoBkENEOKvfSM66iySxMAJaKg9HU2qisHnKe+l4PqzEV1ZoMrR+vCKztQbSlgSzml4v0pmEIQLJEI5kjt2RJR/HzKwxSKmn8I18rbUbK24VoxBV3aWgy93y02UoV1H8GCp0GRNZf+1d9DcJMqO3Zt27Zl2bJlHDt2jCZNzr5dRVG46ZPHWLRTq/Cjl3R8dtv/cWmnAactm5aWBUCAv4GhQwaedoNTFIWlKzZy+MhJrEIKPYQfQAV9l2eRQrsDsHjOYVK3tARFJDfBTExoAax6F9VjRMm3AiC1CYNNuzQx1fyS0u3LCmSWiIBTxiCnegIQDcWfw0liSjDB6X1Ru/yEIS4LCCTEpbAnGfo1Rzvu4W2RsnbjDgal8CCq0QchP5mmxnS2BTViT86ldBL+whks4rfiZfqOn8+SjUfYsucETQa+xOj597Cv2UASD3dm5vzRtOj0M/6DJpfaFmENZeVzP9Lv+auwuxy8tfJb9KLE3RNvLhUCol88ptFLcC67ASV5iZYj0P3/0LW9t0ICLj8/n0OHDtG3b986PZlUW5SEAnlVtZuSuP8174PsBp0JBkyFfvdrie21RG5uLv7+/vXyPCtpXhoTdPGhL/WpjGpycrJXJwbXaRFgMpkIDAwkJSWlXoiAyiS9PjTqJt5f8DWyovDSrA956/onq9E678FqtXLo0KHzL9gAoaGhbN68uVIeJkEygDkMwRxWqX2pqgLuAq2zsTMH1aUJBwSpbHBvDkeQKlbtQbC2xjhmKa419yIf/gH55ALojXZz//M+2PmbtmCHK2DcB1V+Y9fpdHTu3Jn169cTHh5+xrCgk1kpjHn9NtLyMgGIDgpn7mNfEGE9vR60qqoUFP++W7VscWYBsHwjh4+eRCe4udT/W4RCO2LUYHTtHwQgJSmHdTPDQRFp2UOhbW8JVnwKtmw8Sm9QQWwcg5i9XttobA/wCS7dR3YRKMXKLOSU3Z/qCRB841Ad6QT7HyM5uz2CnwMEKApJAZrh51HZdkChX/PiEIpOVyEsfBpBNaIqTpQm3ZH2rUfYP48e3W7jn0WX0kJdgUWXi8fHRbMdr3Eo5l4SElNZkR3F5XE9uJXbeTVjCY48fz79OJpHGm9AiO9Zal90UATLn/mBgS9eg8Pt5NXlXyEJIndMuLFUCAiGAIyX/I57/cN4DnyJe9MTqPmH0Pd6C0E8+4yvoihs3bqVJk2aNHgXLwBVVUlNTaV9++opp1lpVBX2zYG5j0PeSe1/LUfA6Ne1EKBaps6WUa0AruLmpY3DLjwvp4SS5GmvEpYXiLcnBtfp6kCglQmtrgY/NUllRYBBZ6B/K212cNbmf86zdP2hpBGWLFddWcD6il6vJyQkhLS0tGrflyCICIYARL94xJBOSFGD0TWeiK7ROKSwnoi+cRUWAKXbFPVajgAgNb4Cso7Ap0M1ASDqYPRrcMUX1TazFxISQlxcHNu2bTutk/CsjYvo/cykUgEwtutQNr0066wCYO/evTgcWgUwo6n8cVAUhSXFAkAUBcbFrUJfuB9MIRj7f45QXHXjh7dycOX5YvR1c+NTfgjOAm2mE5DR8gmkXh3hwAJtw/8KBcoo9gIE+YD+lOmfcp4Aq9YcKSJQKz9q8Ndu7FlCJkKAdkPev/uUClMdr0AQRKR8rcSxHFD8XeybQ1xsBCbfQLaqkwBwBQKH59E/PAedTiI1LYu9HZ8lSExjXNvnQVQ4mdqRRW8t0XI9TiE+NJrFT3+LUWdAReX/ln/Jl3/9iNtd1j1bEHXoe7+LvsergIDnwAyc/0xEdZ3dc1gSBnQhSeANaCVVnU6ndyS6Zh2F7ybBj9dqAsAaB9fOhOt+8QoBAPWgodpZcHlcpdfIU/sYXSj1pYyq0+kkMzOzQQRUJ02bNuXIkTN3Tq1LlOQEVIbnJz0AgM1p5/eNC6rDLK/DYrGg0+nIz8+vbVPqBBEREaSm1s0KUkr+UZSkxYCAztQSPh4EaXvBNwymzIHed1V7RY82bdpgt9s5elSrla8oCvfMeJ67ZjyLR5GRRIn3b3qWz257+YyVvUoEwMmTJ/HImq3WgLJYHEVRWLJsA0eKBcCYjg4sid8BYOz3KYJF83CunJdJwhZNYEx+VI+vVYR1H4M9FzWwFfJR7feg69pC65AM0Opf+QDFP5lT8wGgzBOA1Q8hQKuPH2HVehuYrdqNPc2eg3+0FsKQnXCKCPCPgsYDEe3aZ5OdxzWBlr4fIesIgwd056jam0y1EYKo4g5U8ftnGj07abH3G/ZnUtj9PvpIP9Om7XIA5u+5k+RPp4G7fAPFZuHxLHzyawySHkVVeXHJp3zz98zyQkAQ0Le9F8PQmaCzoCQvxTF3KErB8dO+m7y8PA4dOkSXLl3qZXhGTZCamkpoaGjtVWuz58C2n+DH6+CDnnDwH5AMMPARuH8jtB5VY1V/zkedbqh2Ho5nlE3ENgtvEAElHD16FLPZ3CACqpMWLVpw8ODB2jbjojm1/GVFaRXVhJggbZDw9twZ1WWaVyEIQkNeQCWIiIggKysLl6vq2rnXFJ4DWslPMagr4u8Pad1/43rC3augUc1UIikJC9q3bx+HEo7S65lJpYI71C+ItS/8wpW9Rp1x3RIBkJiYSJOmLXG7PZjNRsLDtBAdWVFYvGwDR44lIooCI/s1xXpAC+vzxN9TWu2pIEfhrw+0gUyz3rl0G+QH9lxYM13bTtTN4PYgRIQgeA6CxwnWeAgrX++8NCnYTyW/oKjMu3GKJ0DwaQRAeKAmAvyDtP2m2bMJblR8u8j+lxeu02QkO6CCmn8YpbHmoWT/PKKjwgCRzcpV2ufyB8WRSNukHwkLDcLl9rDaMBT8IrnReid+4ZkoHj2frX0c+c+pWnjHKbSKasK8x79EL+lQVIXn/vmY7+f+Wk4IAOjiRmO6dBGCJVJLGJ4zSCufW4zb7WbTpk00a9asXg7KaopaKQ2alwTrP4UZY+GVJvD7HbB3tnbeNx0M962DS56t1dj/M1GSFOzv73/+hesYh4vLggoImAwXH8dfX3opHDx4kObNm3ttt2BoEAFeg9FoRKfTVSo5GOCuS64F4EhaAiez6n651Irwn+2GewFYLBb8/PxIT0+vbVMqhSq78BzSZsR1h/ZrN/hWo2DKXPCv2VmVkJAQsg12Br96PQlZWpjKkLa92fbKbOJDzxz/eqoA6Nu3L6lp2QA0io9GEATkYg/A0WOJiKLIiKE9CTvyFDizsUkdeOH/HuXvz5yoqsqXL+TithkwWgu5cVpx2MXaDzVRFNYaT7J209X16ohwYKH2fqsRp82AlngCAoxufvx5Hr/8rjUTK+0TYPVD0GnbD/I7gV5nIyhYi6dPtWcT1USbLTfm/avhXNuxCJIFsbjpuRJZfEz2zgFg3GWDSaclJ9SuIIArWEVc/zEDW/ohCgLHT6ZztNf/YaaI61s+gKh3k50dx88LOmrejn/RLrYFsx/9DJ0oIasKTy+czke/f3WaEBBDOmEcswIhqCM4MnEuGIXn6G+oqsrmzZvx9fVtCAO6CJxOJ7m5uYSHh1fvjlQV0vdrib4fD4Q3WsOcR+Hocq0wQHhbrSzw3Svhpj8hxDsrPOXl5dXbpOCSpqX6KvII1RdPwMGDB2nRokVtm3FOGkSAl3BqmdDKcPPAiRh1WkWP5399rzpM8zoaREDlqIshQWreQXBmgyIg5RZpHoDJX0HxuV6TPDnzTR774y08ioyAwIuTHuTH+945awjEvwWAj48PxxM08dA4PloTAEvXlwmAYX2Iyp2JkroSdD58v/Rj3G4j/sECa/92cXSbHkFUGHZLPgGBZrBlw9qPtH0NfBx5yx7g3PkAUOYJsIhaF2NfXwuqoqDma9ccIcAPUVZxucyIgkp4wEHCQjWBkenII654vOxrU3A7T5mhN/pB69FItuKQILFYbZzcAIXpRIRrwmKLciWyqkOxgGyWCV4+jU4dtBvk6kQDzibDaaUup3cvTcisP3IV+35fAEeWn/ZZOjdqwx9TPyoVAq8sn8GTM147XQj4RGEatRApdjTITlwrbiLpn4exFRXRtWvXepF4WFukpqYSEBBQPRVcZA8cXwcLn4X3usL7PWDxi5C0TRO3cb1g5Mvw0DZt5n/Y0xDVyWtCf85Ebm5uvcwHAEqblpqrwAvgdrtxOp0NIqCGqBciICEhAbvdXtumXDSVTQ4GtEFEx/4ALNq1GkVRzrNG3achObhyREREkJaWVqfODSV9CwCiS0UIbQXX/Qz6i68/XRnybYUMfOFqZizXKhEFmP1449IH6RrY/LRE4RL+LQB8fX1JTcvCZnNg0OuIjAhh8dL1HD2epP12L+lDjCkB97aXADhhfJ2jx5rgHyzQvJPE7x9o0+tR3Y4weGRxqdI108FZABHtkT0toMiOEOiP6FcABSlg8IFG/U6zrcQTYFS1a0x4WBAUlJUMEgL8oCgTp00LVwgP3E9EqAVJEJFVBb/wAuyidtNIOvavc6njZIq1BXLGetSoTtoM7v75AIy8pC+FhHFIHA6AK0RATdxMF88GrAF+2OwO1sfeDZKBierdhDZNAVXk6/3TsX9/F2Sf3q+iR7OOLH3me3yNWtjHd9vmcP07D50mBAS9L4YhP6Jrex8AQUmf0Uv8AZ1Yd34P3kiVhwLZc7Sk/19vhVebwhcjYNW7kHlYi/NvMRwufx+mHYLbF0G/+yC4adXtv5qpr/kAAMk5mqe55Ld4MRQWFmIwGDAYan7Cp6ppEAE1QEREBL6+vhw+fLi2TbloKtsroISSBGG37OHlPz+qarO8jobk4MphtVqRJImsrKzaNqViuO2oq18BQFAtcOMssATVqAnrDm6j4+NjOJCiDT57NuvErjfmMmnE5WRmZp7xenMmAQBw+KjW0C8uNpKlyzdy7HgSkiQy8pI+xIWZca24GVQZsdGVzPx1AgBDJhv44TUHHpeAJTyLEdf5YjDooSirLERm6JPIG7TOz1KPDggHi70ATQeD/vQZuRJPgOTOBSA8LLi0MhB+Pgg6SWs6ZtfEVoR1PwFBIiEmbfbSKWaTadRCGQ7t+dcAutlQRF0oyIArF6VJZ+3/++YC0Cg+iknjhtFk9NtgDEbVK3j8Qbf4BQZ00Sq37DuRRXL3J9AJMrc1uxe9xYG9MJAZh1+HH64G5+kTJC0iG7P5lT+JDtJCUpYf3czg56/Fue5zeKcT7PkL0LpqFzZ7lAO+U1AFCeHErzgXjUf12E7bZgPnR5ZlMjIyLi7hUVUh4yCsfh++GKXF9/8yBXb8ogkCs1UrATz5a3jiKNzwG3S/SSsMUMeoz0nBQGnT0hC/iy+zW1/yAaBBBNQIgiDUm5CgC/EEAEQFhtGlsdYQ6qNFP7Dt+N6qNs2rEASBoKAgsrOza9uUOoEgCHUnJEj2wM83o9i0GFOx0y1gjalRE17582PGv30XdpcDAYFpY2/nr0c+waAzYDKZ6NmzJwcOHCA5uayM5dkEgKIoHDmqfZbE5HSOndAEwIhhfYmNicC19n7UwgQEv8Zsy3udnHTwDxYoyFY4eUBBNLhpPvww7doWz3iufk/rlRDVCbXFSOSNxSLgPKFAUOYJ0Mnai7DQINTcklAgzV7Blonq1PIAwgP34RckEG7SBFiWK5t8H+2WceLgv7xwkg6hwxVagjCg+BWHSh1ZVjp4DwkJxBoag77zUwC4QyRUdx5Rm1+lTSvNy7HC1hpPYFMibOu5dMQSAA4kDGLNoY7wx11wBm+W1eLPppdm0au5JjwOZyVw5cxPsWUeg5+uh39epKggn40bN+Lf5QFMl/wOej+U1JU4l16nNchroFJkZmZiMBgq3/nWlqXlisx9TBNp73XTmv4dX63F94e1hv4Pwa0L4fGjcOWX0H4CmOp2Mm1BQQGKotTbcKCjxTkBg9r0PM+S56e+5APk5+eTmpraIAJqgvoiAkpyAs4WanAuZt73Hma9ERWVK9+7H5enft/YgoODyczMrG0z6gwl/TS8OiRIVeHvqagH5iIXe5XF2NM771YXNpeDka/czHsLvgHAx2hmzmOf89CoKeWWs1qtdO3ala1bt5KWlnZWAQCQlJyOw6GF9DgczmIPQF/iYiOQD32LfPwPEHRIfWew4Adt9r5ZR4mlv2ghLZE999B3QDN0OgkK02H9Z9qGhz6JcvAEak4++JiRGlshaav2XsvhZ/x8JZ4AP72TQKs/RqPhlKTg4kFWUSaqUxvAx4VuxV93mIhiL0yaPQdXgOYJSDlyhvOo0+SyUqE527Xa7B4nHF5SbjFdyykIAS1B8OAOBHb9Ts/gbCwWE3n5RWxp97z2EbPvokk3TWj9vv9/ZG/fBCveOONnE0WRPx/+mOv7jwNgg1PHxLxGpCsSrHgT++eXERvqT5MmTZCih2G85HeQzChJi3CtvAVVaQgtrAwnT54kOjr6/DkVhemwexb8/TB80Bv+rzH8eA2s+0QL8ZIM0HwojHkDpu6E+zfAiBegUW+Q6nQv03JkZmYSFBTk1VViLpTNR3fhkbWqhjcMGH/R26svIuDQoUMEBQURHBx8/oVrkXpxRtYXEeDv74/H47mg/AZ/iy9f3/U6AAX2Qq56/8Eqts67CAkJISsr64IE03+R0NBQJEnybm/A6vdg89e4gwAJBL+miFFDamTXO47vo+Njo9l+QmuS1S62BTtem0vXJu3OuHxkZCSdO3dm06ZNbN68+YwCAODQkYTS1yUCIPb/2TvLwCiuNgo/sxp394QECU7w4NrSYi01oC5fS92FCnWjQt0dqJdixd3dAyTEExLinqzMfD9uEiwhbkvOH5bs7My7m83uPfc957x+Xsi5xzHsfBIAbcRL7N7dk5wzCnpriDloRpHBMSSFoN7FdAwNFCfY/CEYi8EvAjqOP9sFiOiKFFu+0PbtDfZV67QrOgH22lLhB+DcQWEVnYAs1GWQlNELK10h0rbJdFCfnRUguYqvjJwk88V/ez69UVsJaY+csRul0xjx8/KUoApIKg26/kLuZXKSkDUK+v+eYGh/0c08mGwkq/MMJNnMnWHPYe1SiKnMmi/jfkRZ83qlxKgqvDvjGV674TF0ksJ+kzVX5IZwxGyLW/Z+wjfOQjojok/VnoPRj14IKi3m+H8wbHtQTL1uR40oKyvj9OnTBAYGnn+HokBuspDzLHpY7PK/FQq/3go7v4Z0YWDHvRP0vxOmL4Dn4oXcb+D/wCWouZ9KsyErK6vVLwbri/lbFgNgo7fG16XhHpGKFKW2jrYgBYJ2EtCqoFarsbe3r3fyzfDwAdw6TGiKt53cx9drf23E6loXHB0dURSlfV5ALSFJEoGBgcTHx7d0KVUjPQrWvIasUzA5id1F3cC5dZ4yXB98svJnrnj7DgpKhR/nvjHTWTP7J+ysLm1y8/HxwdXFBVXsT/QzfYOt9vzum8lkJi5eDNERBGAI/n5eKKZSyjbcBqZiVD4jodNDrPpZPLasBPKzFLR2JXj1O8aAvt1RqSQoSIOd34gTj54NkoR5v5D9afp1P0cKdGW19RrLN7vVkoJH+ayCikFhZzsBGXjbnCCm7BVKVWFQlMzEZPE5kl6Sg7WnCjNgKoXstAtIgCSh6nEzkgFAxuzpI35+ciWYL0jt8R2Lymc0IGP0soLsOILj5xMc6IusKKzRXYVR54R98mpuvGk/kkrmdHo4S7Kfhj/uFu+XanDXyOv5fcYjdFCXkSprGZcTwArJFyk7Fr4cVekTUPuOQTf8e5BUmKN/wrjr2fZNhVogKSkJZydH7EpPw+G/RILP95OFpn9uuDD27vle6P0lCby6iUX+TT/DM6fg4d0w6QMIvxr0bX/HtyYoikJmZmbrmKrcBNh6QoQ4dPUNbfC5jEYjhYWFFuGdaCcBzQhLIQFAgwdhvT39KYI9/AF46c+PiElPaKzSWhVUKhWurq5tx+zaChAQEEBmZibFxa3MDGk2wd/3oZjLMPg7AzLqgImo/cY26WVNJhPXfnA/r/3zKYqiYKXV8fvDH/HStIdqfKyiKEQd3od34qt0Kf4eqzP/kXVy9XnHFBWVYDSaUKtVXDluCP5+wrxq3PM8Ss4RsHJDP/Rrdq0wk3Pm7OJTkhR8Iw/i4+dEYEC58XLT+2Ll7d8fQkej5OYjx5UTjK5BELNOHNe5aj8AgKuduEaRSYdXBQnIzhXXdBLabqkoC0mC8dOMOE1eCIBn/nH0ilkMDHOQyNKLr43k6CokND2vP+sLKDwBNq5isFn8tvMOkyQJXf83xAJcX4LZSoHNHzK0kwM2Nlbk5JewoeMrKEDvxKfodYWQ/q07MYuEghBYcJMwj1aDHt3Hssg5lcHaImQkbstwYJ7UWfgpyn0CyGY0QVPQRQqjtenYpxgPvFHtOS9rFKTB3l9Qlj6J2z/TGbzuevgwAn67XXSoTq0Xen+VGnx6Q+QDMONXeDYOHtgm5D5dJ4Ode0s/k2ZHQUEBZrMZZ+eGm2ZbG2RZrowHndB7RIPPl5+fj5WVVdPEzjYz2klAMyIsLIzMzExycqr/UmgraIwM/MVPfFk5UXPK3Htbtw68AXBzc2v3BdQBVlZWeHp6kpDQyojhtk8gZR9mZ2tkskFtjXbA2016yZj0BHo8fVXlLlYHzwD2v7mEYV361/hYRVE4uW81bgdvwaNkc+XPj8akk5KSUvl/Bwdbxo0exLWTx+DnKwiAKXE5pqgvANAP/QqTxrOyC1AB9+5x2Hjk0rdPV6G5zkuB3d+LOyu6AAdPAKAK9kPKPigWt/be4N2z2rodrcSivUyxxql85998KkmcJ9BHmG7zRf2KrZvQ7Vt7olJMdDHnklaSjYstZOrE10ZKTBWfK86BqOzEpGJz8kox4A0gaulFh6qcu6LpeBsARl97FLMBm1VPMXbUQFSSxKlCWw55TIPcRGYOWI6jXx6yWcM3Md9jykgUC1DzxRPWCwoK2LJzHyX9H+dXhwSu1+cCEm9mqLjL3AuzAmycC79cDyW5aMJmoB0gvAamA29iPPpJta/hZYkDv8GHfeGfWUg7vsQp7zgqYzForMCvr5D2TJ4H922AF07DrI1w5RvQZUKzp3q1RliyH2DNkW3I5TK6myInNvh8lpSg1E4CmhFOTk54eHgQHR3d0qU0GBUkoCFtaXcHFz69Yw4AmQU53P7F041TXCtDRSegvYVfewQGBpKYmNh6iGFGNKx9HUWlYPAQRkBtz6dQ2QU02SV/3ryIYXNuIrtIdNxmRE5i68u/42xXc3KHoijEbfsOr8O3YGdKAP3ZRU6XiNEcOHCAqKgoFEVBkiRCgv1wcRHnlYtSMWy5FwBN1wdR+41j53/G87oAbgFGXLtH4+xkj59veRTipveEwTZwMHQYAYD5QLm2vWcnOCGy+Ol08ZTgc2FfLleSrF1QqSSU4lKURDFlXBUWBOlHkEpyMKl04N4JSZJQe4i0jx5yNmdKcnCxUcgojwlNrooEAOpud4ACijELObif+GHUMqEZvwDa3s+LpB7yMTvpIH4L3qmrGDyoFwA7bK4gxaoT2i3vcsezCiqdkbxsL37J+Fh0P1bPOe98aWlpbNq0CX9/f/wnPokuchbz7FJ5ylZ0DJfmGBhZ0otClTWcXA1fjID0KLTh96Ht8yIAxl3PYDr5Q7Wv42WD0jwh7fnzbijLB69upHeYRtKAF+HBnfBCKty7Tkh7+t0Ovn2qjKa93JGVlWWxUqDfdywHwMnGHiebhuv4LWWgmqIoREdHt5OA5oSlSIIcHBwwGAyUlpY26DyTIsYwKWI0ACsPbebnzYsaobrWhXZfQN3h6Sl2pNPT01u4EkQk4D+zwFSGMTgQTPlI9h3QdKtZjlOvy8kyt372JE/OfwtZkdGqNXx7z5u8d/NztX58ypqn8Dz5CFqlEJV7P/SjfxN3qvW4+4czdOhQUlJS2LVr13lDqxTZjGHTnVCWjeTaC23EHIwGhdW/nO0C6KzAd+hBJJVCt/Aw0QXITYI9P4kDyrsAiqJgPihIgKpnZzguJuxWFw1aAb1UrtPROYnnE5sEioLk5ozKxRGihbk40z4cNMKLofIYCEBPczbF5jLsbIvI1Fd0AqpO1JF63oSqTJARufQUaG0gLxlOH7r4WGsPtD2EQdrooUeRFFjxPF0DnegYFoiCxGrPByg0SgQnf8nIm4VvY1/0RA4WXyEy5g/8Vvmlu2fPHnr16kWXLl3E6zf+NaSQYTxmnc48NxFVerLYQER2GIk2fpB11ieg6fEkmm6PAGDY+iCm2D8v+XpaNBJ3widDhMlXpYZRz2G4aw273KbiOPwe8OxiUek9TQVL9wPsjjkIQK+g8EY5n6V0AjIyMsjLyyM0tOE+iaZGOwloZdBoNA0yB5+LL+58FS9H8eHz5Py3mPXtS61nB7gR0O4LqDskSSIoKIjY2NiWLgV2fCEWG3p7CBkMgFJyGjl9e6NfKiU7jT7PTmLlISHf8XX2ZPfr/3BVn5G1erxsyCdr8SRckj9HQkHd8Tb0V65AyRPdR8nWH0mScHBwYNiwYZhMJjZv3lw5/M90+D3ktM2gsUU//Acktf6iLsDw6aUYVZnodFo6hpUnr2x8D8wGCB4GIWIyuJKSjpKVC1oNancz5CaIRXuH4Zd8DjpZLIJNKmHGNJ+MB0BVca1yEnDGsXvlY1TuQh7VR84FRaFUG0emTnQCctIVivKr6MJZO6GyFTtg5oRVIgISqpQEAWjCZyHZBaKY8zH5ukNxFtKqOQyLjMDV1YlSyYaVHrMwbf+GSVeb8emWDYrE/JPzKDQ7oix6kONrFxIbG8uQIUPw9fU9e3K1Bm78ARz9uYFEfg21QQLyTCYGJzmy07lPpU9AWvMq2j5z0HS6A1AwbLoLc9KKS76mFgdZhg3vwtfjxfvKOQjuWgGjniEhKQVnZ2eLSG5pLlT4ASxhYXsh9sYeIT1ffPdOjhjT4POZTCYKCwstohNw8uRJ/Pz82sTQs3YS0ArRGL4AEIvk5c98VznF7+/dK+k3e2rliG9LQLsvoO4ICgoiOzu7ZScu5yQKcybA+FfRRs5D5TsGTMWUrZmGOXn1pR9fByzavZoBz19LWp54n0yMGM3u1//By6l2JkVz7gny/xqMbc4GFJUO3eCP0Ud+AmW5GHaLwVeasJsrj9fpdAwaNAg3Nzc2bdpE9vHFGPe/Lu4b9AEqx9CLugDdIjVIHmJ3v1PHILRaDeQkwN6KLsDZbkWFFEjVpQNS3Brxw5BhoKv+C6e01IC2nASUKiL1SK4gAR2DxECvREG+ziMBrr1ApcNJLsFXKSZHOoVBLVFqJXb6U09V3Q1QhQgvgJJ/8mxiUTXRnpLGCm1f8V4wWucjqxXY+xOa5J2MHzMYvV5Hhj6ErU7TkNa+zj1zPNDZlVJaYMfXZ35HMpUSsuN5hkd0qXqxZesGMxaA1poRuXtYPawvGpUak6IwObqUn1zLScrGuUjzb0Db8yXUIdeDYqJs/UzMaZsvPqcloiQH5t8Ia14FRYZeN8L9WyBgALIsExcXR0hISEtX2aZgyX6AO758BgA7KxtuGHRVg8+Xl5eHXq/H2tq6wedqabQVPwBYEAno3LkzR48ebekyGgUNTQg6Fz7OHhx4cwljukUCkJKTTv/nr+GfXasa5fwtjQoSYEkdjqaGXq/Hz8+vZbsBe34AYwkEDoK+tyFprNGP/g21/wQwl1K25lpKV12DKfZPFFP9pHGyLPPA93O499sXMMlm1CoVH9w8m6/vfr3WX8qmhKWULB6GrjQexdobqwkr0XS6HUVRMGx/BAw5SK69LpIwqVQqevToQXc/0Oy4ExQzqpAbUHe4CeC8LoC9i8RV95pIThEpG926lLeQN7wLsgk6jISgwZXnrvQD9Opcq2hQgDMZWdhqBOnILRU7+RUkQN0xCOI2g9mI4hRAkf5s1reksRJEACEJSjWcAiDH+tK+AFW4eJ6y2oii0QlJSdoRyI6v8nh10DVCeiSXYuxYvtBc/AgO1lrGjBS+hCj74Rw7dRoX40mmPiwDCnEx3VhV+jj60kys/r4LqhuS6NMTpnwMQLdjP7Fz+p3Y6QQZeurEaZ5wuBJZI3wC0lej0XV89Ox7cfV1mDP2Vv/iWgJOH4LPhov3k0YPUz+DaV9VTupNS0tDkiS8vb1buNC2hYyMDIuUAr275GvSyzdV5t3yQqOQHEuRAgEcPXqUzp07t3QZtYLFkIA+ffpw7Nix1hd/WA80hjn4XGg0Gn554D3enfEMakmFyWzivu9e5N5vnm/zi2dHR0c0Gk17N6CO6NChA8nJyRgMLTBZWpbh4B/i9sB7oPwLRFLr0Y38BXWHG0GRxTTXjbdR8lsHDNseQi5KucRJz0dGfjYDX5zGnzvFItnN3pktL/9W6wQLRZEx7HsVw7obUZmLUNwGYjN5C2p3YXQ1x/+DOXEJSBr0Q75AUmkvfpp5MbgcmYVGKSHfqjvbTdeRl5d3URdg+tNWxKXEABDg74Wjo53Qqu+fLw44pwugmMyYjwgJkrqzt5BTgTAFXwLpZ7Kx1YjJxZmFIGflCkmRSkLVwb9yqq/cYdRF5mJVhTnYnE1cySlAIU1Tgy/AqROgARUoJ/4WpmaA49V0AyQJbf+3AAmz4RRmZ3s4cxy2foK/nxf9+4qhbVtcp5O2/AN0Tgl49xIpVysOPUC61A0Sd8Cyp6p/EXpeL6IrAd91sznw+Lv4OQqPzC+xCVxlHojR0R+yYpG+HofO8zpU3sPBVEjZ6qnIOZaxyXQeygrF9N4vx0BOvJD/3LMGImaed9ipU6cIDg6ueUJwOyphMpnIyMjAy6vhA7RaE7IKc/nwvx8A6BnYpdaSyppgSSRg79699OnTp6XLqBUshgT4+fnh6urKwYMHW7qUBsPR0ZGysrIGm4MvxM1Dp7Dlld9wtxeJJov2rCHiuSmkZLfiKbI1QJIkvLy8Wvck3FYIBwcHnJ2dW2Z4WOIOoTfW25+NkCyHpNahH/YNVtfsR9PjSSRbPzDkYTrxHcZdtUu5WnN4KxHPTSYxMxWAkeEDOfDmEoLd/Wv1eKUsl7I10zAdFDGlSuhd2Fz1H5K1WDAqpZkYdjwGgKbnk6hcLp4qLBefpmzVZCjNQHLpifvU//DxC2bLli38+31SZRdg6FQtYX0UTpTvynfvGiZOsOEdYZzuOBYCBpw978k4KCkFBztUZUeFbMOrGzhd+rmln8nCRiOMyrnFIMeIBbTk741kbVXpB1BCL57QXEECepmzyTPmo7HOJEV9iZhQQFKpUTmIjoacsEZ0MwCOVT/tV+3eF034fQAYPCUUlQIb3obseHr37EyQtxOypGW1aRBWp/dw35wgbN0KMZXp+CphPjIS7P4Odn1b/Qsx7hUIGQGGIuz+uoPts7+hn5+YVLw/I50+aT7k+EeCoQjptzvRS71RufWFsmxKV05Czj9V/bnbChQFkveKqb7vdBLEyVQKHceJeE+f82Nmc3NzycvLu3hCcDsuiczMTPR6Pfb29i1dSqPits+exCybUUsqfp41t9HOm5eXZxF+AFmW2bdvHxERES1dSq1gMSRAkiQiIiLYu7ftt20b0xx8IYLd/Tn49lLG9RgCwOncMwx4/lr+2tV2DXAVJKA9KrRuCAkJIS4urvm7QQfKE3W6TgZt1fpPlWMYuoiXsLruGCrPQQAit74GPPfrXGZ++jgGkxGVJPHqdY+w8KEP0Whql2Qi5xyldMkw5ORVmNEh9/8Y26EfnrfTb9j5FJRmIjmFVybbnAulLIeyVVNQChOQ7DtgNe5v1FZOdOrUiUEDh7J7mdDuu/kpTL5Xz8mYBIxGE46OdmKeQGY0HCif9j3q/OSiSilQj05I0RVSoEunAimKwpkzWdiUy4HySs6RAoUFiTkEWadApUYJHnrR4ytIQJicj41ixMbpFJnlMaFp8TImY9V/d5KXSBaS1aWQUv65nLANiqo38msj5iDZd0Ax5mII8hSSsaWPYygrw9nNERu5gCKNC3FpJTjYW3HL81ZIajMZCW78pf1HnGTpkxcNJ6uEWgM3fg9OgZAdh/afe1j09OdM7SrIT0ZRAb0OF3K8y3TxHDZ/hD7bHsmxM5SkU7ZyYp06Uq0KJbli1//TSPhipJjqW1YAriFw1dsw83ewvnigVWxsLP7+/mi1F3e72lE90tLS8PLysqjuyapDW9gdexiAWeNm4uHo2ijnNZlMFBQUWEQnICYmBoPBQNeuXVu6lFrBYkgAYDEkABrXF3AhVCoVP82ay3szn0WtUmGSzdz/3Rzu/np2m5QHubm5YTAYWtbo2gbh5eWFWq0mKSmp+S5qKoMj5Yu1njfUfLwhFzljDwCakGnVHpZfXMiIV6bz3QYR6+hoY8+a2T9x9+gba19a3F+ULh2JUhBLqdodacxS7Lrefv4xicswx/4Okgrd0C+Q1Lrz7ldMxZStuR4l5yiStRf68f9WdhAATuywpiRPh0qt0GHkXo5GHeBwubynW3ioWDCsf1vs8He+EvzO302qJAHdQyt372uSAuXkFmAwmrDXi7/t3GIwnxSdAFXHQEgWry+eXUF/cfKLysYbyS4AFQpdzbk4ucVQoJHQ2YhZXWnx1fgCnEWHRNZx1hSsyGd9DFVA0tigG/o5IGGW0jDZqeHkao7+/gaSBOPGD0crl5KqDmDn8r/o0tuZ/lMKANiysQ9pvvcKH8XCmSJetSrYuFYahYlei3rd63wy61UeHjIdCYkyk5GRWw6ytMeDoLVGit6IVWIpkk0ASmEiZSsnopRmXPI1b1VQFEG8P+gldv3Tjgjdf8/r4Y5l8Mh+GHRfpSzvXBQVFZGSktJuCK4jFEWpJAGWggqPFQh55bOT7220c+fn56PX6y1iUvDevXvp0aNHmyHN7SSglaKxEoIuhRlDJrPl5d9wdxDyoCV719Lh4ZG8/OdHmEwXT+JsrVCr1Xh4eLRLguoISZLo3Lkzx48fx2yuWtvd6DixEkpzwcEHgofUeLg5YQnIRiTnbqiculR5zI7oA/R85mqOpwqjc/8OPTj8zjLC/cJqVZIimzDsfh7DhlvBVEyOrge6qzZg5z/4/OPKcjBuexgATbdHULv1ueA8RsrW34J8ZjvonNCPW4TKPui8Y4rLIzUn/c+KyTf2Izu3kLz8QtQqFcGBPnDmBBwq90tc0AVQikqQo8XiXe1WLIY52biKqa2XQPoZsfPu5y46EHklCuaYChIQBEm7xYGXOE9FVGhPczZWTqdAknDwE92A6iRBKheRMqRcGClZTVRoBdSeg1GHzwKgxEODolLombKQ/j064xXYgZF+wvd18IyamOhTXHevF/a+WShmNb9GPQ3ePaAoExbMAEM1HjHv7jD1U3F78weoj/3LUzfdz1tXPoxWrUFRFO5at5a3g+4CpwCkzET0MVlIOleUvJOUrpyCUpZ7yefRKpCXIiYj/3k3FGeDe0e4+l14+iRc942Inb3ETvXx48fx8/OzOElLUyM3Nxez2Yyra+PslLcGPL3wHfJLRMLYN/e82aiJRzk5OTg5OVlE12Tv3r1tRgoEFkgCjh07RklJSUuX0mC4uLiQnZ3d5BKXYHd/Dr61lPE9hAygxFjG52sWEPLwSJ6c/xalhsb1JTQV2n0B9YOvry96vZ64uLjmuWDSLvFv5ytFYkwNMMWKBXF1XYC3F3/JlPfupcRQioTEE1fdxeInv0Kn0VV5/IVQSjMpWzUF05EPRXl2U3CcuBw714v1z4bdz6GUpCE5hqHt9ez551FkDFvuR05eAWor9GN+r9IrMOoGHXN+t2XUDTrs7OwwGMSXnpOjNZs2baRg8Wyxcxs+8SJttvnwSZBlJB8PVBnlsZUdx9X4OlaQgGAfsZAzyxJFxQrotKgCvCGpvBPg36/ac5xrDsYmHiQTVl7lvoDqYkKdRTtcMeejhJxDqGLWVbs4VxSF1NRUtuUPp0Tjg1oqweBjh7ooHda+BkDI2FvpVboFgA2b9lBYVEzkjQUgycQe1HE8/HdBjlIPwKIHqpxULJ7MNBgiSB1/z0KdEcXMq6/j86mzcdCLWQofbF/LzeqhyMFDUZWUoI/JBpUNSvZBytZch2IsqvY1azGYyiDjJOz4Cj4aIIi3Wgejn4f7t8HA/1Up+7kQeXl5nD59us2knLQmpKWl4enpaTHRoEeSTvLLln8BGBE+gIFhvRr1/NnZ2bi4uNR8YBtAOwloQfj7++Ps7Gwx5uDmmoarUqn4cda7bHn5N/p36AGAwWzk582L6PDIaGZ9+xL5xYVNXkdD4OnpSV5eXqObqS0dkiQRHh7OyZMnz5tw22SwchL/mspqPFQpTkdO2wSAOvh8ElBqKOXKt+7gg+XfA2Cjt2bJU1/xxMS7al2KnHlA6P9Pb0BWWRPl/Di+V36BnYPTRceaU9Zgjv4ZkNBFfoakOetlUBQF4+7ZmE8tAEmNfuTPqD0HX3QOAJVawsVTfOzm5xeSkHQagLGjhzLIT4NdvJiPkBg646LfR6UUqOc50aCdLx0NCmdJQICvC9pyvpCnskYVGoCEAqn7xQ8v0QlQV0wOlnOQJAN6+yQcyzsBydHVmIP1Tkh2AQDIIx8A+/J4SWMJnFp/3rGyLJOamsqmTZs4dOgQQaFdcBz7AyBh1hdgtlHEojZlP2it6D94IL4lxzApKlau2kzv/t64dEoE4O8f7JFv+BlUGjj0p5gqXB3GzRGmZWMxzJ+OuiyXK0eO46trXyTQSdS7+sR+hsZbUzLgXlRGCauEEkCDfGY7Zeumo5hrfi83CWSzkFltmAt/3w/fTIB3w+FlD5jXF5Y+AWX54vd6/xYY+RTUkhwDHDt2jKCgIIvIbW9uWJIU6ExeFhPfuRtFUdBptHxzz5uNen5Lmqrc1kzBYGEkwJLMwS0xDTfUM5DFT37F3jcWMSJ8AJIkYZbN/L17JZ0fH8etnz1JRn52s9VTF+j1epydndu7AfWAu7s7jo6OREdHN/3F7Mv18YXpNR5qSlwMiozKvd95sppDicfp/tRV7I8/BkBXvzAOvb2MviHdqzlTFeeOWUDp8jEohYkY9X7sd32DTmOexM7O7qJjFUM+hq0iWlITfh/qcqNy5bkOf4DpqMig1w35HLV/zQtzgCPHRNKMv58nTvZWOG98EQmF4s5TSSizZ+XKlRw6dIiCAqF5Nx8sJwEhjsI8rNJAFWk+56LMYCQnR3hlvDxccSxfz+VK1kIKlH5ULMqtHMGtevmU5NIN1NY4KAaC5EKsnE7hFnQ2JrS6jqXKWfxO5JIkuOknUGkoVqk5clTsKhoMBqKjo1mzZg1HjhzB19eXMWPGEBwcjMZrMJqu4nU3+FihSGb49xGQzah63cAYaTN2pizyCko4eOgE4aOyUekMpMXDzuP9hdkVYNWLcLKa4XMqNdzwvYjGzImH3+5AjcLQyEg+mPQkAwPEpsipjGR6rd9P6vi5qBQb9MlmUCTk1LUYNtyGIreAfHL3dzD/JljzCuz7GeK3QF6y6Hzo7IQsasKbcM9q8Kjbbn5mZibZ2dltZuBRa0JxcTEFBQV4eHi0dCkNhsFkYPRrN1NiLENCYsGDH2BnZdOo17CkqcqxsbGUlpa2GVMwWBgJAMvyBbTUNFxfFy9+fWgeR979jwm9hqOSVMiKzMpDm+nx1FVc/+GDJGWdbva6aoKXlxfp6TUvLttxPiq6AbGxsU0vpbMr/2IsqHlqtZwpdqhVvmdH0n++ej7j37ydglIhw7hn9I2sfeYb7KTaGdoVcxmGHU9g2HwPmEspdoxkt/Mb9B5xU5UEAMC490WUomQkuyC0fV467z7TyR8x7n0RAG2/N9GETq9VHUajieMnhQSrW3iY2K1OPwY2rthc8z5Dhw4lMjISo9HIhg0b2Ll8JUrqGVCpUGtOiJMEDakc5lQdMjIEabe3s8HGxgqn8u/vPMkGddg5pmDfPlUaQysgqbSo3EWnoI85EyvHU7gFqFBroKQQctKrSQhyEV+Gcs5RCBhAwtjn6d/tSmYqRezYvZOVK1eSnp5Ot27dGDNmDKGhoeclOWn7vIjkEIailGDw0Iquxc6vQaXC+ornGHfmU9SKkfjEVMyqYty7C2K17BsDZd3uhIhbxaL49zsEcaoKNi4wYyFobUSHYvXLqNVqBgwYwFMjbuO67mPFa1ZcQP+FP/J7xGzU1oHoTwMKmBOXYNgyC0Vp5lCFCuLh6C/8I9O+hv+tgWdj4YUUsfs/+P5aye7OhaIoHD16lNDQUHS62ncO2iGQlpaGq6trm3/tZFlm/Ju3k1EgPkPemfE0Qzpd2n9UH1jSVOUKU3Bb+t23/Vf9AlgSCajoBLRU9KWrnRPf3fs2x99bxbQBV6BRqVFQ2HR8N/1mT2XiO3dXmjFbA7y8vDhz5kzzyFosDM7Oznh4eHDy5MmmvVAdOgFKbhQAKocwTMdX8NSLI3nlr49QFIVQtYFNPtm8cuxNmOMOr/qIhV5h9eTCnL6D0n8HY4r6AoAcnzvZa/MIA4eOq5YAmE9vwnT8GwB0kZ8gaW0r7zMlLMGw7UEANN0fQ9vtwZqffzmiYxIwGIw4ONgSYF0I698Sd0x4S+jZEb+TiIgIxo0bh3+OIGd57g4UHPpb1BY2tsbrVEiBPD3FOZ2sxEI1X7IqNwVX+AFq/nJXew8HoJ85EyunU9hZS3iVdwOSqxkaVmEOlrMOkZGRQa7DaPSSlhJJIlnJYcSIEQwZMgQfH58qFwGSxhrdkPK0IFuDkAWteRXyUyF0FB6BoQzN+lm8NnmFuHRKRGdfRH62wppfjTBxrpizUJoH86dDaTUJYl5d4ZrPxO0t8+DgH5VE4KbeV/LYkJmVSWoPLV3AVFNfjB5D0aVJggicWoBxxxPN+1ntHCT+tXGBUc9ArxvAvz/Yul3S7FsTTp8+TUlJCR06dGicOi8znD592iKkQHd8+QxRKYJU3zP6Rm4eOqVJrpOVlWURUiBoe34AsFAScPToUYswBzenL+BScLCx45Pb5xDz4VpuH34tOo2Ivtode5gRr0wn7JHR3PTRIyzfv6FFI0bt7e2xs7Pj9OnW16VoC+jSpQuJiYkUFjah/8MpQMhYCtIgdnO1hykluchZIo86e8HD3PzpE/x0pgQFiZv0Oax2OkVHQ5qQslTg0J9CC73nRzGVuOJcxgIMOx6nbPlYlLwTYOVBWthcjjCByCFDqyUAirEIw9b7AdB0ugO1z4jK+8ynN2HYeBsoMuqwW9BGvFzrl0BRFA4fExOCu3bpgLTkMeGRCB0lYhsvgF6vxyVV7MbZ9Q3HPusQABtO69m6dSunTp2iqKhqg2olCXAXJMBRKScTti5I7i6QXJ4MdAlTcAVUlSQgAyvbFGRVMb6h1Q8NMxgMnCkTX+6mrCPs2yuuFeEmugNpdiW1Sp1Rew5E01UQLIOXBsWYD8ueEXeOe4XORdsIzxceA0mt4NFHENl1vxnIydbCTb+INKqMEyIlp7rPqO7XwDAxBI5FD8DpQ5VEYEhIHz6a+DT+rsInsD3+OF0OFbHX+zp0ZwQRMB3/CuOu2TU+n0ZDBQnISWi0U8qyTFRUFJ06dar1bI12nEVJSQlZWVn4+Pi0dCkNwuv/fMaKg8KPNbrbYF657pEmuY4l+QGgnQS0CgQEBODk5MShQ4daupQGoyV8AZeClc6KN296ktgP1/Pg+Fuw0QuBcUFpEeuP7eCOL5/B/4EhjHhlOnOXfENOYfOTFz8/P5KTk5v9upYAe3t7/P39iYqKarqL2LhAv9vE7VUvnp/ckp8KO7+BH6agvBsCcin78q254rQP6412aFF4uFMHPrj7LaxvXwSzNsFjh2B2Ity7Hrx7ioFIix6EbyfAmROYk1dR+k9/TFFfAgrq0JkkhP9CdFEwkZGR1RIAAOP+V1EK4pBsfNH2fa3y53LWQcrW3gDmMtQBV6Mb/FGdou1ST2eQk5OPRqOmc8keiN0oMusnfVDlDq4iy5gPCQmQrU8ZkmIGtzAGXT0Tb29v0tPTWbt2LWvXrmXv3r2cOnWKrKwsjEYj6WcEefD0dEUxmbFPFdn5BYEhSKV5IkUGaowZBVC5RYDGFhfFQAc5n8TSWHw7VMSEmsnLyyMhIYGDBw+yadMmVqxYwclUA7LKCjUGxgzsQM+ePRkZIL4kd545WuvXTNvnBSTHMBTJiMENOLpIGIW9u0Ovm4jM/hVPRBfI3j8dG49sjGWw9Osy0X2aPl9k4x//D9a9Xv2FxrwAYWMEuZw/A4qyKomAt6M771/xGHePvAEJiRJjGZN3HuMprkSdLdr/pmMfYdzeTETAWZiuKc2FkpxGOWVSUhKKorRPB64nUlJScHV1bdNm6oVbl/Dxyp8A6Ogd3KhTgS+EJfkBFEVpc6ZgsEASYEnmYGg5X8CloNFomD11FrHz1rP4iS+ZFDEaVzsnAMyyzPHUWOYu+4YuT4yn25NXct+3L7A39kiz1Obn50dmZmZ7SlA90alTJ9LT08nJaZxFRZUY8TTobCF5L2z/DDa+JyaYvtMZljwGMeuQVUa+T3PlhqgQUmUtWrWGL+55i2cfnQ/dpkLoSPDpBS5BYO0khmrdux6ufAO0NihJWyn7rR9lq69BKUpCsgtCN24xMS4PkphWUCMBMJ/ZiemoyJHXRX6MpBPaezn/FKWrpoCxAJVnJLrh3yOp6rZjevio0KZ3DPJEv6Z8wTjqWXAJrvJ4OS4Z8gvBSo+qeKf4YacrsLGxISQkhMGDB3PllVfStWtXbG1tycjIYPeuXWz4fiEe8SlIQE52Blk//IVj+bTe/G7dIGWfOJdzkJCQ1AAZNYqbiArtZ85kb8oeSiXhazh5sIgtW7aQlJSEWq0mODiYMWPGMGLkaDTlUalKjvgMGOgRDsD+7BhKapESBRWyoC9AUmG2VzDZKGLw1YmVMPp51Bo1Y5PexlorIUng2VeYqHevMpF43CzeH5PLU4I2vAtHFlV9IZUarv9W/C5yE+C328BsqiQCarWacT59+e/pbyo/8xbEJ9IvuTup2SLi0Bg1D+XAL7V6Xg2CzhZs3cXtRugGmM1mjh8/TpcuXSxCn90SSE5Oxt/fv6XLqDe2n9zPY7+8AQg58Kpnv2/S94Il+QFiY2MpKiqiW7eLo6FbM9r+K18F+vTpY3EkoKV8ATWhf2hPvrr7dY7OXcHRuSt4dMIddPQKQiWJt1ZmQQ7/7F7NVe/cReADw5j4zt38tOkfDCZDk9RjbW2Nq6srKSkpTXJ+S4e1tTXBwcFN2w2w94RIkfrC8mdh9cuCEAD49+fMkKeYVNiNVxO8MSPh7eTBztf+5qo+Iy99XrUGZfD9mK55iZJgDWY7GRTQGNzQX7GKE7meJCcn10gAFFMphi33IToHM1D7jRM/L06jbOVkKM1AcumOfszv50WF1gYFBUUkJKYC0C39TzHAyau7MHBWAzlK+G7UXTsgxawSP+x0xXnHaLVavLy86BTSgYiMEoav2M/gZTsZsecoQ46douRUAvrlm3GWRT7/nuhUTqwRC9UzVkFs3bqV7du3s2eP8Ajs3r2bbdu2sWXLFtatW8fy5ctZunQpx3OFp6O/OYMTBafwDDKhUiuU5lvRr8cVDBkyhG7duuHv74+NjXAhS+UkQM4WJCDIzgsvaxeMsol9WbX3oKg9BpyVBVWkBf12u9gFHzQLO3MuYwsWIEkS1q75uIYJ38k/n5WJz8/eN5193/11r5icWxWsnYVRWGcrujSrhPH7XCJQkJzNvtf/ZdoA8Xs4U1rG0GgffkvzQAFMq++D1a+IGM+mhGv5JN+Taxp8qtjYWPR6fZuXsrQU8vPzKSgowNvbu6VLqRfWHdnOdfMeRFEUrLQ61j7/M1a6pp3ga2lSoO7du7cpUzBYKAmwpE6Ao6MjQIv7AmoDVzsnnp50D5vm/Eryp1v4+u7XGd6lP3Z6sRgoMxnYHXuYpxa8TeADw4l4bjI3f/o4X65ZSEp240V7+vn5kZSU1Gjnu9wQFhZGbm4uZ87UnOBTbwx5SOxAq3XQcSxMngdPn2Rx32fos2QF+3IVtJLMnV082fvGInyca47bkwuTKVtzHYY9TwJGJGt/9Nku6JKyyf/tkVoRAADjgTdR8k6CtSe6/sKwq5TlUrpqCkphPJJ9CFZjFyHpHOv8tI9GnUJRwNdJi8vhb4X8Z8o8UFc/Yl5OFotZlbMExVli1kLgwCqPLfv4Fwzf/Ikcn4KsViMDQaeSCPtlFSqzjK+PHgCtUzAhOtHt0QYPws/PD29vb9zdxc6yp6cnvr6+BAQEEB4ezuDBgxk/fjyhQ+4DIMKUSRoZ9O4bTmhP0Qk5ur26oWHlJKC8EyBJEoM8hC9gex0kQQDa3s8jOXYEpQRDkAcYCuHn68QC39oZn7Q1DPIW3QWX7lGotQqnDpo5vKU8SWfcK2fnAvxyExRVI7X0DIdrhYGcrZ/Awd+B84nArl27+GDmbP589BPsrGxQgGcTPLg3OoA0KxVsnAs/XgNZTRie0O928e/GuZBbfxmk0WgkOjqa8PBwi5ja2hJITk7Gy8sLrbb6v+XWirlLvmH6J49iMptQq1T8+/iXeDm5N+k1FUVpNwW3AlgkCejbt6/FmIMlScLV1bXVSYJqgkqlYmLEaH57+CNi5q1jy8u/ccuwqfi6iJ1EBYWU7HRWH97KS3/OI+K5KfjfP4SI5yYz45PH+Hz1/HrHkPr4+FBQUFCZr96OukGn0xEWFsaxY8eargOlt4eHdws9/y1/IUfcykN/fcU9Xz+PyWzCS2fkt/A4XrnpuRpbxYoiY4z6itJF/cTEXpUObe8XsLruIKppv6FIKpziVzDcJbNGAmDO3Fc5PVg3aB6S3hnFVELZ2uuEnMXaE/34f5FsPOv8lI0mE1EnymNBU8rlIgP/V6MeX04RJECSxTAswkZXSRrMccmYN+0BSUJ31zTWXj+ebb07o0gSFJWAlY6gq3oDkJKrQpsmIlide4wlMDCQoKCgSi14QEAAgYGBBAQE4OXlhZOTE1ZWVpTa9yTH5Ig9JjxKkkgtzqJbpCABh7dWnZVfkRCkZJ/dea+QBO04c+zSL9oFkDTW6IZ+KWRBUjombx/hJfnj7spuSvfDLxMa7IPWtpQeo4Vh+t/PyzAZFVBrzs4FOEfuUyW6TobhT4jb/zwgJhBzPhHYsWMHA0J6cmzuCkZ2FcRsdY4DV5wIYylOInL04wGw9vXzTeyNhV43QeAgQWr+e67epzl58iSOjo6VJLAddYOiKG1SCiTLMjd+9DBzl4kENDsrG9bM/omeQV2a/NqW5AeAdhLQqhAYGIiHhwc7duxo6VIaBW5ubq3GHFxfhHoG8s70p9n7xr/Ef7SB1254jGGd++Hp6Ia6fJFnNJtIyU5n7ZFtvPzXx/SbPRW/WZH0eXYS0z9+lM9W/UJCRs0yH61Wi6enZ7tBuAEICQnBZDJx6tSppruIRg86G7IKcxn84nX8vmM5AD72dizrFkMvRwWVa+9LnkLOPUHZf+Mx7nhM6PQ9BmI1eRvaXk+DSsuxIgdi/aYCYLXyWbGTfgkY984BxYw6eBqawKtRZBOGDbcip28HnSNW4xahsq9au18TYmOTKSszYK82EJixGhx8hRG1BijlJECVXx7neYEUqLL2X8Xrp47sA1cMJb2omDg/L5h1E5KPB/pZ0wkKEWk8iZlmIUVS64QcqZYoManZkjcUgP6mDA5mx9BtsCABsYfNFBdcTBpVzmLXXylKQikT3YeB7oIEHM2JI99QdbJRdVC790PT9WEADM6lKHYucPogJGwDR3+kgjRGSVuZMnEkNzzogb2LREaKwpZ/y6ODbVxg5q9n5T4rLmHkHT0bOo4DU2m5UVhsxlxIBCRFYuGDH/L13a/jZ2Uiy6Thrkwfbi/pSIHBCOvfhnn9hTG5MSFJMPE94WU4ugii19b5FLm5ucTFxdGtW7f2LkA9kZ2djclkalMDwjLys+k3eyobjgmfUUevIA68tZQuvqHNcn1L8gMYDAa2b9/OkCFDWrqUOqPtv/pVQJIkRowYwYYNG1q6lEZBa/cF1BVWOivuGnk9vz/yMQffXkrKZ9vY9NJCnpn0P4Z36Y/XOcTAJJtJzTnDuqPbeeXvTxjwwrX4zoqk9zMTufGjh3l3ydfsjz92UTSpv78/ycnJFvOaNTfUajW9e/fm+PHjTdpR+XnzIno/M5H4TEHuRoQPYNsdN+GsNaNy74ukrlpfqchGjAffofTfQWKBrrFDO2Au+gmrUDl1RlEUjh07RnJyMt5DZ4gHleZC0aUnXisFYqde0+V/KIqMYev9mJOWg9oK/ejfK3e164O4BPEcO2WtQIUCk94XHZFL1VNSipKVC4Cq6ABIKug45qLjzKcSMe84KLoAN07gTEY2igK2ttbYjYvE5vOX0Azvh7+zOP50vhqjogGfnoKM1RIlBtiYOwwQ5uBD2adw81HhFaRCNkPUzot31SW9E5KN0JnL+SIa1cvGlSA7L2QUdmXU3X+i7T0bybETlGVi6NkLNFYQsw7Mwmuk2vIhXrYKNnZqrrpDvIdW/FBGUX7554FnOEz7Stze/jnsrcbIq1LDdd+AawfIS4Jfb6vsHFxIBIxGIxMjRrP2gRf4n3cGEgr/FWnolduZjSof0Xn45Qb4+XrIjqvzc64WXt1ERwlg2ZMibraWkGWZ/fv3ExoaWik9bUfdkZycjK+vb5tZ0O6IPkC/2VNIyREbDNf0G8+mOb82+jTgS8GS/AB79uzBxsaG8PDwli6lzmgb79h6wJJIQMWHc25ubssW0oTo6B3MIxNu57eHP+JAOTHY9vIfzJ5yHyPDB+Lt5I66fPKlWTZzOjeDDcd28t6yb7nyrTvwnTWYjo+OYdSrM3nw+5fZELuH7MK8pk25sXC4uroSGBjI/v37G51MxaYnEfnS9Tw5/y0MJiOSJPHytIf59aF5SBliZ0rlObjKx5oz91G6eCjGfa+AbEDlOw6rqbvRht+LJKnOIwCRA/tjs/Z58cA+M8E97JJ1KQbhvZF0jhj3vIA5Zj5IanQjfkTtFVnv52symUku39EPLN4vpCadr6zxcXJquS/DRoOkMYjBV+XDxM6FcWF5F2BoBCp/L86UTwr29Dj/WHd70GlAQSLV7C2kJHVAiRE25ol5Ab3NWRwpN/bWJAlCXW6gls/eX+EL2JFRN0kQgKSxOisLSluDaXT5IrhiCJ3h7AC2gRO0eAerKC6AlT+ds0AOnwgjy+cNLH4EknZXfTFrp3KjsB3EbYKVz599WlUQAYeQq3imk8Sv4XHYaaBIhhvOOHK3HEGJpIMTK+Cj/rDuzcaTCI16Fuw8ITNGeBhqiRMnRPRsx44dG6eOyxCyLJOSkoKfn19Ll1IrfLlmIVPfu49SowFJknjzxif47M7azzlpDFiaH2DDhg2MGDGiTXbSLJoE7Nixw2J8AR4eHqSn1zxl1ZIQ4unPg1fcysKHPmT/W0tI+Wwr21/9g+en3s/IrgPxc/GqHFymAPklhRxLieGPnf/x6M+v8/DKufR4fiK9n5nItA8e4I1/PmdH9IEWHWjW1tClSxcMBkOjyYJMJhMP//gqkS9dz6l0oXEP9vBn44sL+N+YmwCQ07eJg2UTcm4UiixkHIqpGMOu5yhbOkLo8/Uu6IZ9i37sX6jshBb3PAIQGYndoR8h/ZiQgIx/9ZK1KYoCBjFR1nTie0xH5gGgi/wUTcBVDXrep9MyMJnM2JhycJNy4ap3avU4pcIUbC1SfaqSApmjEzDvPgwqCd0NEwBITy8fEnYBCVCpwK+8G5Ak+9adBBjgWHE42WYXrDGjytqHUTZVSoKidpkwmy5FGM/eN7Ce5uAKqN37oun2CACGlPkoY545/4Dd30NmNCq1xJT7Rbdj8z9GMpLP+fsf+Qx0uVp0EBbMgPxqfEgenWHal+L2ts9g/8KzdVxABExmBXXodPrZF7P1Ck9CPQMBiSXZJXTL6cQO5wixW7/uTfhogCAFDYWVI1xRPstiwzuQW3MwQm5uLqdOnaJPnz5tZge7NSItLQ2tVouLi0tLl3JJyLLMnV8+y0t/zkNBwVqrZ+mTX3P7iGnNXktOTg6KoliMH6CCBLRFWOxffmhoKG5ubhbjC/Dy8iItrfESdNoqgt39eWD8zSx88EP2vLGIxE82c/z9VXx+xyvMiJxEj4BOONk4VDJyU3nXYMuJPXy08kemvHcvPrMG0/Ppq3lz0ecUG9rnCVwKGo2m0WRBS/aupfMT4/ht+zIUFPQaHW/e+ATbX/mDjt5CZ68oMkqxiNA0HX6f0n/6UfKzByWLBlD6T19MRz8SU3pDrsf6mr1oOtxQ+bu+iAAYs8RCC+CK18H24h3082AuAUXsVJuiPgdA2/c1NGEzG/S8ARKixWyAwJJDSONfBofaxQhWmIJVlPtbqiABxoXLANAM64fKzxNFUc5OCva4eGHi7yhIVaLZX3QW6oBSI4DEnpIRAPQ0nCY6L5mgLirsnCRKCuHUoSpSgqrYIRvg3gUJiZj8FDJKc+tURwW0vZ5DcuoMJWcwSDEQcevZO2WTiOkEuvTT0KW/GrMJFn95TjdApRKLe48uYor1ghlgrOYzIXwijHhK3P73YUjZX3nXhUSAoBsBsM9cz8YHnuDRCXcgSRJFJjNTokuYZTMOo7035MQLedAvN0J2fL1eg0r0vB6CIkV3Yfkzlzy0XQbUeEhISCAgIKBV7wLHpifRb/ZUlu0Xk7X9Xb3Z9+ZiIkJaJtM+LS0NT09PiyCfBoOBrVu3tpOA1gZL8wV4enqSn59vEZ2NxoaTjQNT+4/jvZufY9VzP3L8/VWc/nw765//hZt6XEFkh94EuPlgpT2rL0/Py2Teih/p8PBIxrx2M4t2r27BZ9C64erqSlBQUL1lQWm5GYx741bu/no2haViR3ts90ii3l910S6UJKnQj/4VdcfbULn3B40dyEaUnKMohYlINr7ox/yJfvh3SFZnk0wuIgC2trD0CbEgChoCvafXXGh5F6ACmm6PoO3+SJ2f74VQZJmEWNFJCbQthb631/qxlfGg2hyRaOPR+bz7zSfiMO89CioV2huEvKigsJiS0jJUKgk3V+eLzhmgExKjJKtetRoSdi5Kyr21h4wjADEv4GD2KVRqia4DhVzvyLZqJEEXwFlvTxcnMfW2rilBFZA0VmeHiMX+jqnXaBEBWoGj/0KikJdNmaVHUsHBTSZiDp5To95eyH2snSB5jxhYV937fNRzgoiZSgVhKMyovOtcIrAzKgsp6FpQZAwb7+SpK29i44sL8HIUr/fficmEp/pwsPN0UGng+HIhEVr/dvUkpMYX4xyT8LElcHJVtYeeOHECSZLaZUANRFFRERkZGQQEBLR0KdXizUWfEznn+kr9/5hukex89S+c7VqO/KWlpeHl5dVi129M7NmzB1tb2zbpBwALJgEAI0eOtBgSoNPpcHFxae8G1AFd/EJ5eMJtPNjvBna99jfxH28i9qMNfHLbHHoGdEaSJBRF4UhyNPd++wKBDwzj1s+eJColpqVLb3Xo3LlznWVBsiwz54959Hl2MocShfbY28md/575jp/vfw+bagbRqP3GoY/8BKur12E98zRW1x1DP+ZPdMO+wWrqbtT+5++GX0QA7OzEIujEShGlOemDKneiL4RiPNvpUIfORNv30vKh2iJn778UKLaoFSO+Vz0qdp9rCSW1PB5Unwedxl/0PCq7ACP7o/IRySSn08TC1M3VGY1GfdE5/RXxO0zS96zzc8ksf4miJeEL6GHO5limWMBX+AKObDNVTxYv+PlA93JfQD0lQVAhC3oUAMPOx1Cu+fB8srTieVAUvIPVDL5ayAf/+bQMWT6nFtcQuOEHYbze9wvs+KLqi6lUcN3X4BYGecnw6y1gNp6t5RwisF+6EWz9UApiMex4ko7ewex7czE3D50CQEFZCeO3HOAxr5nIQUMEsVj7uogUvcQC/pLwDIdBYpYDS5+sklBUyIB69+5tETuxLYmEhAS8vLywtq7b0MDmQFLWaQY8fy3zVvyIoijo1Fo+vPUFfnngvRb9vRcVFVFYWNimkpQuhbbsBwALJwGW5AsAIQm63HwBDYWvry+FhYWVBmEbnRXTBl7Byud+IG7eeh6/6k68ncSHUZnJwMpDmxn56ky6PXklL//5UeXO9eWOusqCNkXtotuTV/LF2oXIioxGpebJiXez/60l9A6q/Y6JJEmo7AJQ+1+BpsONSDqH8+6vkgCUFcCyctnGkIfBo1PtrmUfjMp7OJqOt6OL/KRxPtRL80jYthQAH5sytL5da/1QRZaRU8SuvUqff5EUyBx1CvP+KFCr0F4vugCKonD0mFjk+/tVvdPmXyJkLElS3aNOT5R//Di4hVBm5YEWhaLUTciKTOe+GtRayExRSEu40HdT9Wt51hdQv05ABbS9z5EFHXgFbv4DbMs7RYk7IUr8Dq68XYfeBpJOyOxdc0HHInTUWV39sqdFalBVsHIUnQO9PcRvvSifv4IIoHPkhNPDoksR8wumuL9QqVS8O+MZlj71NY42IhlqwaFdhB8zsmPQ82DvLZKDfpoG86dDTkLdX4xRz4qpx9lxkLD9vLtkWWbfvn2EhYW1y4AaCFmWSUxMJCgoqKVLuQgfLP+OAc9fS0J56lqvwC4cencZNw5qmLepMZCWloabm1ubHKpWFdavX99mpUBg4SSgQ4cOuLu7W4wvwNPTk4yMDEym2rXb2yFmBvj7+xMfH3/RfVY6q/KF6WK2v/oHU/qOqdydzizI4fM1Cxj0QvObploraiMLyi3OZ+p793H9vIfILhJJO4PCenP4neU8ftWdjVpPlQQAYM1rYoCUSzCMeLLW55NUGqyuWIYu8mMklaZxilw1h0R1CACBPepmwlUyc8BgBMmMZF0GwWczqBVFwbCgvAswaiAqLyEzSUvP5ExGNmq1iq5dOlx8UmMp/gXi8zDJUPeduBPljchO3hI6n1EAhBTHsC51H3obiY69a5IEnf++6eveCY2kJqU4g6TC+k+oltR6dEO+BEmNOfYPTPkH4ebfRHQowKqXwGzEwUXFuJlCFrjkqzIMpRe8jwfff3YnfdnTwlNQ1XvdvSNM+1rc3vEl7Jt/3t0VRKDEriennW4AwLDtYeRCYdjtG9Kdo+/8x4ReoqOSW1zAlCV/M1EeRE7fe4REKGqpkAhteLdOsZ9orERXAcDR97y7Tpw4gUqlIizs0ilZ7agZp0+fRq1Wt6oBa2m5GQx56QbeXvwVsiKjVWt4Z/rTrHj2e5xsHGo+QTPAkqRAbd0PABZOAizNF2Bvb4+1tTUZGRk1H9yOSgQFBZGSkoLBYKj2mGB3f7646zViP9rAT7PmEhEsDFMZBdn8uaMR0jssBBVpQTExF0umPlj+Hd2euJLt0eWTaG0d+e2hefzz+OeNrj+tlgCkHhCLMoCJ74O2Bdv0CTso3fMraXoxfCcwqG7TRCu6AJKuAMk97Lw8f/OWfciHToBGjfa6sx2CA4fKIx/DgrCxqUJulbIffykegMT8qmcwXArHy8NzOnuB3leQgH6mTL49KSJKKyVBF0aFVtNUsdVY0cNFkJUdGfWXBAGo3SPQdC+XBW17GMUtSEh3JElEZx76E4AR03Q4e0rkZiis/+OCzwRJgglvwejyGNCNc4UJWK7C7Nxlgth1BxExmrz3/HrKiUC6+80U6juBIRfDprtQys+l0Wj47t63+f3hj3CzF96N3QnH6bpyG68F34scWG7yXfNquUSolr6l04fE46ydwfXs4Kd2GVDjIi4ujuDg4FYjA/lizUIinptMTLroHnX1C+PA20u5ZdjUFq7sLIxGI1lZWRZDAnbv3o2dnR1dujT9hOWmgsV/ElgSCQDw9vZu9wXUEY6Ojjg5OZGQULvW+rgeQ1j29Df4u4gPqrlLv27K8toU1Go1ffr04cSJE5WyoP3xx+j9zETeXvwVJtmMSlJxz+gbOfrufwwPr1v6TG1QLQGQzWLBpsjQ/VoIG93o1641TAb49yGSrLuhSCpcnB2xt7et0ymUZPF3rtLng+fZLxklr4Cyr38HQDttPCpPkXqUk5NPQqJYpffsVo3hM2E7AWqRNJRVKFFchw1mkxliyjfrO3uDyksMDQuXcziZeZT9WdGVUaHxR2UKcquK4r14V32gh5CH1Tcq9Fxoez2L5BQOpRkYdjwh5jFMeEuQQZ0YhKTVS0y6RxCq1fMN5GddUKckwcinYPI84RHY8wP8emvVht0RT0OXq8RO/YIZcEE3Q61WM2BgJIk+z2KWrJHTt2I6/P55xwzr0p8j7/7HoxPuQKNSIysyn+xcR+ejBjZGPCXy/7Ni4adrYcHMmuM/y43QBPSv9J+YzeZ2GVAjIi8vj9zc3FZhCM7Iz2bkqzOY8+c8zLKMWqXm5WkPs/b5n3G1c2rp8s5Deno69vb22Ng031CypkRb9wPAZUICLMkX4OnpSVpaWvsk3DoiJCSE+Pj4Or1uj0wQKS7xmSmcPN2IEz7bOFxcXAgKCmLbrh3c8ukTXPnWHZzOFd2p7v6d2PPGIl657pEm2W2slgAA7PpGxDZaOYqFX0ti84dw5jgJ9v0ACAyoXSTouTjPD+BxlgSUffMn5BUiBfqgnTa+8ucHD4vBXUGBPjg5VTOJOHE7jlIeLnqxoD1Yc5x8JeIywWgGa52YNaCy80NyCEUN9DFn8u2JZTh7qPALU6EocGzHubvn1X9JVg4NO3OswZ9rklqPfmi5LCjuT0zxi4S854XTghCUo89oDYFdVBhKYPl31XQI+90ON/4Iah0cWywW4aV55x+jUsG1Xwp5UH6qIAsXzCFRq9X0HjqVZM/7ATDufx1zxp6LLvf0pHs4Mvc/hnbuC0B+aRE3rFzKeGM/zvS+vTz1ZzG81x3e7gSfDRPegb/vF7Kl7V/AkX+EIR4gYGDludtlQI2LuLg4/Pz80Onq3k1rTPyw8S96PzuJqBThA+roFcTeNxZVzlxpbbAkKRC07fkAFbB4EmBpvgAXFxcURWmfhFtHeHl5IctynbooNw2eiHW5R+CF3z9oqtLaJHZnHOeuv15m1eEtANjqbfjq7tdYPftHfJybJvXhkgQg/3RlJjxjXwR7zyapoVbIjIaN7yKjItG2F1BfEiDeq5I+T6S+AKZdhzFv2gMqCf2DM5G0Yue9uLiUkzGi09WzezVGaFmGhJ1IEowNE4b3ZYdqX0+FFKiT59mAI7W36AZcZUxiTepe4gvSKrsBF0mCqkEvl1Cs1DqyyvKJzk+ufUHVQOXWG033xwAwbH8EpTTjokQmSZKYWj5AbPtyI6mnqpD7gCAOt/4tTMBxm+Hbqy7a7cfKAaaXTxSO3wonV150GrVaTdjY58mxHw6KibINt6MYCy86zsnGgT8e+YTFT3yJl5PQmh9MiaXnml3M9r0dc8Ag0ekqOC2kbydXwb6fhWxp2VOChJwSWfAVMyBSUlKIi4trHwrWSDAYDCQnJxMcXHdjfWMhpzCP8W/cxjML38VkNqGSVDw7+T42zfm18n3T2iDLMmfOnLEYEmAJfgC4DEiApfkCVCpVZTegHbWHSqUiKCiI2NjYOj1m2gCht958fA+l7YPFiElPYNCL1/Hsb3MxymKRd1W3YZx4bxWTIsY02XUvSQBADEcqKwC/COh3R5PVUSMUBf59BExlpHW4HoNZwkqvw8O9hkFlVZ2qohOgKwCPLiiFxRg+F5NqtZNHow4LrDz28NFoZFnG08MVb69qsv8zjkNpLuhsuaqfkITUiQRUmILP+Q7XdL4bkBhnSiXcnM330f+dnR6824SxTEEpy0YpiAdAsrqYIOrUWiJchXypvvMCLoS21zPlsqBM4Q+oosMQ0l1Dr+EaFBn++ays+i5EyDC4c7lIGzp9CL4aK5J3zoV7GPQvN75v+ajK02g0Gjwn/IhB4w6FcZRuf7za+vuH9uTAW0uYPeU+tGoNiqLw7f5tdDxqYNHYL+G+jXDz7zDlExjzAgy8B7pOEROgXUOg41jw709ubi779+8nIiICB4fWYQxt60hISMDJyanFZFULty6hx9NXcTDxOABB7n7sfO0vHr7y1hoe2bLIyspCpVJZzJRgS/ADwGVAAsDyfAHt04Prh+DgYHJycurURXlh6gNIkoSsyLz175dNWF3rhslk4oHv5zD0pRuJOyM0JB08A/jvsa+ZGjSsSTtTNRKAk6uEDEKlFjpu1cXZ+M2GffPFjrHWmoSQmwEI8PdGpaq7ZlRyEDvVpsIO4ByE4Yd/ULLzkHw80N50NurPaDRx7LiQA/TqcYk41Iq4SL9+XNFTjSTBgSRIqeWvriIZqPM5TQ2VS3fUoWIQ26NlR/gnbiM2AYU4ukkYSiD6gBlz/CKQDUjO3VA5VV3f2ajQhvsCoEIW9BWotJgTFmM6UvXCfOL/9Ki1cGKPmaid1XQDAHx6wj2rxMC27Dj4ahycPnz+MYPvE3Mp4reKoWNVQGPjhu3oH1FQoZyaT1nMH5d8Hg9ecStR761idLfBABSVlXDvwnkM++YdYp26Qt9bRALW1XPhpp/g7pXw6AG45S9KTTK7du2iY8eOFrP72tIwm82cOnWKDh2qSN5qYuQXFzLxnbt59OfXMZpNqCSJRyfczo5X/8Tfte6dxuZGeno6Xl5ebVo/fy4swQ8AlxEJ2LFjB8XFlpH57uHhQWFhIUVFRS1dSpuCTqcjMDCQ6OjoWj/GwcaOPkFigbK0fOT65YZFu1fT6fGx/LlzBQoKVlod7854hq0v/07vjt3p3r07u3fvbpL3Y40EwFAMS54QtwfdB949Gr2GWqMwA1aUZ8aPeo7EDPF6BPjX7wtaO8IPAFNGKMYVWzCt3gaA/oHpSPqzWuSoE3GUlRlxdLAjMMCn+hNWkIDAgbjbw4ByNcPyWnYDzk0GOq/O3i+A2ooIcxYDjUksjFtD10FnB4eZTv0KgKbDjdWeu8IcvCsjClNVSTz1gMqtF9oB7wBg3PsC5tSL/37dfVUMv0bklS/6vAyz6RKeBNcOggh4dYPCdPjmSojbcvZ+Bx/ocZ24vblq0gGg9RlWKVcq2/oghtxL+43srGyY/8D7rHzm+8qwgpOn44h86XpmffsSBtPFngZZltm9ezcuLi7tPoBGRFJSEjqdrtlJ1aLdq+n+1AR2xwri6efixZY5v/P0pP81ax31haIoFucHaOvzASpwWZCADh064OPjYzHdAK1Wi5ubG6dPn27pUtocQkNDSU9Pr9XAqwo42Yo2+uWmp03NOcOY127m3m9foKhMGOuv6DmM4++tqpx6ChAYGIi/vz87d+7EaDRWc7a6o0YCACJDPSceHHxh1HMX39+cWP4MlOSCdw/yut1KTm4BkiTh71c/f4LG4Qxq+2RQJAxf/iZ+duUw1F3PLupkWebQEWEI7tG946U7DgnlvqhAMa/gqnK+VFtJUFVyIBAGYU24ML0+VHaUBTEr6ThQLKaT9sUhp28DJNQh11V77q7OwThobSg0lXAsN752BdUCmk53oQ6dCYpM2YZbkQsTLzpm3M16bB0l0uJlti+r4f1r7yWkQYGDoSwffpwKx5aevX/IQ+LfY4shq/rp2ro+s5HcItDIheT8Nx1DWc1Sw55BXdj9xiJeve4R9BodCgp/715Jp0fH8vPmRZXHKYrCwYMHMZvN9OrVq83vVLYWyLJMdHQ0YWFhzfaa5hcXMvW9+7j32xcoMxmQkLhvzHT2vLGIEM+6RQ63JAoKCigtLcXNrRqpYhtDYWEhmzdvZsyYppPANhcui1WNJElMnDiRJUuWtHQpjQZfX1+SkxtuorvcYG1tjZ+fX526AXnFgjDYW9Ut4rGtQpZlZv/6Hn2fm8KRZPE6+Tp7svKZ7/nhvnew0l2cP9+1a1esrKzYu3dvoyRX1YoApEfBlnni9tXvgr6KY5oL0Wvg0B8iUnLyPBJTRFqSt5cben09E0TORKHz3lP5KS25O6O7ZfJ5h8TGJVNYWIyVlZ5OYUHVnys3GXIThVTKX6TPVJCANVFQVsPaN7MAssp9rB2r2MzT9ngM9K6EyIWMLDrKUdetaPUQ7Pg3ACqvoahsfS9+YDnUkor+7kJb21iSIBCf/bpBH6Jy7Q1l2ZStm45iOj8pzsZe4opbxO9o3W8GZLmG96+1E9z2D3SeIKJBF86EPT+J+zzDoeM4Yd7d+kn1dam06Id/Bxo77EsPk7DiiVoT6LtH38iJ91dxVe+RAJQYy3hy/lsMfGEaUSkxxMXFkZ6ezoABA9BoGmnoXTtITU0FxHdvc+CHjX/R7cmzc1e8HN1Y/+J8Xpr2ULNcvzGRlJSEl5eXxbwfV69eTXBwMB07VhPF3IZwWZAAgEmTJrF48WKLidb08fGhoKCA/Pz8li6lzSE0NJSUlJRay8PyS8Tqx8G6BReZzYT1R3cQ/sQVfLvhj8qJk7On3MfeN/+lZ1D1BiiVSkXfvn0pLCwkKiqqQTXUigDIshjQJJvEYiz86gZds0EwFMG/YkgVg+4FvwhSTgtTb32lQACciUKlL0A7rgvYWKF/6GbOFBazYtVW/lm8jj/+XsWmrfsA6BYeikZzCS9EYnkXwKuHSLoBegWAjxMUlcHGE5cu5ZhY/+DvArb6i++XdI5oez0DwL2G4/wS8xfDh25kaNcvgEtLgSow8Jyo0MaEpLFCN2oB6F1Rsg6IxKALvgcGXqXFyhYyUxSi99VCjqS1hpt+gT43iwX/ogdg4/vCGD7kYXHMvvlQlFntKVQOHdANnAuAT/bPHNrwY62JgJXOim//9yYbXlxAsIfYEY7PSGbkqzN54KeX6dGrF9bWLTgoz8KgKArR0dGEhoY2eUc4JTuNYS/fxDML38VgNiJJEneNvJ59by6ms09Ik167KaAoCikpKfj5+bV0KY2GxYsXM2nSpJYuo1Fw2ZCAYcOGUVhYyL59+1q6lEaBVqvFy8urvRtQD9jb2+Pl5cWpU9W3689FUakgC862lpuukVOYx+S5/+Omjx8ht1gQyyGd+nL43eU8eEXtUid0Oh0DBgwgLi6u3u/LWhEAgAMLhcZdayO6AC2JZU9DbgI4+lVOms3MFG5bD3eX+p3TVCam3AK66VOxXfgeiQ52LF62nvjEVNLPZJGVnYfBYESv19I1vAaj4jl+gApIEkzoXv4UapAEfVYup48Mrf4YTac7wT4EN6WM17OXMMbvRmytcsgs6oo6+JpLX4Cz8wL2Zp6gzFz9dO/6QGXnj37EjyCpMMfMx3T8/AGAemuJvmOFN2DrklpK2tQamPoJDBP6flbPgf+ehaBI8O0NplLY8dWlTxE6A3XQVCTMBKe/y65t6+skqevsE8L2V/7gvZnPYqUV7Gxf2gkGvXY9X6/9tdbnacelkZ6eTllZWZMPB3v9n8/oN/uayrk0IR7+bHvld1674bE2K0fNysrCbDbj4dE00dHNDbPZzNKlS5k4cWJLl9IoaJvvqnpAp9NxxRVXWJQkyM/Pj5SUFIvpbjQnwsLCSEhIoKys5pGpxeXRoC6tbPpiY2Hukm/o9tQEdsYcBMDVzok/H/2EPx/9BCebuhEfe3t7+vbty4EDB+qcGFRrAlCcBSvEYptRz4JTC2pj9/wEe38SK+qpn4LejpLSMgqLhOTEzdWpfufNjBFdDitHcPDh8JFoVq7ZhtksE+Dvxfgxg7nqiqFMvnokN067AmurKrbnz8UFfoAKXN1T/PvTdoivZtP6aAr8Xh528+yE6i8hqXXo+r4MQLicC8C2qNv58O8l5OfVPCG0g70P7laOlMlGDmTF1Hh8XaH2GYG272sAGHc+hTl9+3n3R04SJODQZhP52VVNO64CkgTj5sCVb4j/b/sM/roHBs0S/9/5lTCvV/twCd3gj5Bs/bAyphCQ9SU7duyos7fm+gET+HLSc4zuOAAJiTKTgRf++JC+z03hYHzDOnPtgOjoaDp06IBa3TTJY4cSj9Pr6av5eOVPyIqMRq1hzrSH2fbKHwS7tx3tf1VITk7G19e3zZKYC7Fz504URWHQoEE1H9wGYBm/lVpi4sSJLF68uKXLaDR4enpiNBrJzs5u6VLaHJycnHB1da3V3IAyoyAK7g713NVtpdgTe5ieT1/N3GXfYJbNqCQVs8bO4PA7yxnSqW+9z+vp6Unnzp3ZtWsXpaW1m61QawIAsOoVQQQ8usDgWfWus8FIPQhLy7PeRz8PoUKjnZmZC4CDgx06nbZ+504XkhjFowvbdh5k644DAIR3DuGKsZEEB/ni7+eFt5cb1tYXezTOQ0kOpB8Rt8/pBIDoBPQPhtxiuPFLMFQx3+vlxULlcm0E9KhhPaIOnIIqYCIZansesR7Af2lPYDJbc3R7zYPDJEligHvjRoVeCE3XB1EHXysGdq2fiVx8NlzBt4OaoHAVshl2/ldHg3vkAzDtK1Bp4ODvsH8B2HlAcTbsn3/Jh0p6Z3TDvgYkXPNW4lK8tU5EQFEU9u7di4OdA788+iFbX/6dTt4i+ik5O43xb93O1PfuI618qnc76oasrCzy8/MJCgpq9HPLssz9381h3Bu3kZYnWHjfkO4cfnsZ97bSqb91gdlsJjU11eKkQBMmTLAYf8NlRQImTJjAoUOHSEpKaulSGgUqlardINwAhIWFERcXV+OXrcEsFjAeDnUf+NQaUWwoZcYnj3H1O3eTXv7F0yuwCwfeWsKL1z7YKDs2HTp0wM3NjV27dmEyXXoBWCcCkLQL9nwvbk/6QOSytwRKcmDhzUK20+kKGHZ28FNmluiAuNe3CwBwJgozalZbTeXQEWHOHtCvO0Mj6zH1dfcPYhXv2VWk25wDrQZ+uxecbGBnLLyw6PxzH06GP8q7AC/VQgIrSRL6UQtIHr+KjRpvjvtsFeep5fTgiqjQHRmN6ws4tz5d5GdikFhJOob1N6OcIz2KnCQMwtuWGms2CF+IXjfCjIXCL3Bq/dnJwls+hhpiT9VeQ9H0EO+h4MyPsZKzak0Ejh07RmFhIX379kWSJEI8/dn40kI+vWMOdnrRgdkevZ/ez07i3m+er+xstqN2OHnyJMHBwWi1jftZcyYviz7PTeavXSsAsNFZ8fXdr7P0qa9xtmuZQWSNjfT0dLRaLc7Ozi1dSqPBkvwAcJmRABcXF4YMGcLSpUtrPriNoEISJMu1bF+3oxKurq7Y29vX2A0wm8UXuJdT29c0frP+dzo/Npa1R0TmvL2VLd/97y1WPPs9Ho6NR3IkSaJXr16oVCp27dpV+RpeiDoRALMJFpfrr3tPh6DBjVZvnSDL8Oc9IprUOQimfQnnLMyzsnIBcHNrwBffmSiOOIwm1uCGSqVizMgB9O7Zue7RhMZS2PapuD3kwSoPCXKD728Xtz9Yo2Z32tlI05fLG6fX9YXutdzMkySJSM/uDPHsTlrQAQBO7jVjKK15UV3hCzicHUuhsaSGo+sHSWuLfvRC0Dkhn9mBcddTlff1HqnB2g6yUhVO7K3HvIJO4+H2xSJBqAI58SIytAZoe89G5RYBhjy6FX2JWkWNRODkyZMkJiYycODAixap1/a/gpMfrOHe0TehKZ86vGjPGjo9OoZX/vq4/TujFsjJySErK6vRh4NtP7mffrOnVnZnxvcYyvH3VzExYnSjXqelkZycjJ+fn8XE1MbExHDq1CnGjx/f0qU0Gi4rEgCWJwlycXFBq9WSnp7e0qW0OUiSRJcuXYiJicFgqNqImJKdhoJYvIT7Nv+UyMbC8dRYBjx/Lc//9j4GkxEJiRmRkzjx/mom9B7RJNdUq9UMGDAAk8nEnj17Llp01IkAgNBXnz4kFlhXvNYkNdcKm96DEytBo4ebfgbr8xf7GeWdgHr7AYCiM4nscRJxoEMj+xDaoZ6GxP3zxY60o9/ZQVZVYEofeLg88vr1XQNxekiDxyPw114he3+xHh64J7rfSJHraUrsszAaqNWi2s/WHX9bD0yKmT2Zx+t+0VpC5dAB/bBvAQnT8W8wRf8MgM5Kot84sZjeVluD8IUIGAB3rRTDwyqweZ7oxlwCkkqLbvh3oLFFSd9MhO0O1Gp1tUQgJiaGmJgYBg8eXO3fjkqlYs51D3PygzVMjBiNJEkYzSY+Wz2fsEfH8P2GP+v3HC8DVHw+hYSEoNfX4LmpA75Ys5Br3p8lcv8liXemP82Ps95Fp6lnlHArhdFoJD093aKkQEuWLGHEiBHY29u3dCmNhsuOBEyaNIl169ZRWFjY0qU0CiRJws/Pr10SVE+4ubnh4uLCyZMnq7x/9WEhZ1BJKgLdmycfujFhMBm479sXGPHKdBIyUwDo6B3Mtld/572bn2tys5ZWq2XQoEGUlJScRwTqTADyT8Pa18XtsXPAtoWGzsSsg7XlBGTi++DT87y7DQYjeXnis6XeJMBQxHbVQIwqKzxcHejcMah+5zGbxOITRBegBunUO9fB2HDx+yk2SGSUz9ObORC61eN7vItTIJODIjkTLKKHDm2u3aK6UhLUyFGhF0LtPx5t79kAGLY/gjlTJMcNnihep8NbTORn1XO33LML3LMa3MoHu6Xsg/htNT7s3NhQ84HX6ddBWyURiI2N5cSJEwwePBhHx5qlIxVSk71v/MuA0F4AFJUV8+yvc+nx1FWsKf+ca8dZZGRkkJeX12gTl2VZ5q6vnmPOn/NQULDWWbH86W+5ZdjURjl/a0NqaioODg4WtWBesmSJRUmB4DIkAWFhYYSEhLBq1aqWLqXR4OfnR1paWqNOa72c0KVLF+Lj46ucG7Az5gAATrZt74Pszx0r6PzYOP7ZvRoAK62e929+jk0vLWzWxAmtVsvgwYMpKipi//79yLJcNwIAInqxrAD8+kLf25q85iqRmwy/3yl2dCNugYibLzokKzsPAFsb65oNu9Ug9fgBYmwHgiIzdGj/+rfSjy4SUhQbV4ioOeZVp4GlD5r5YdwKol41cnAO7HkBvrmtfpcHeLjrNLLDDgOwa5WRpJM1dwMqJEFNZQ4+F5qeT6H2vwrMZRjWTUcpzcAnRE1wN2EQ3rG8AZ+pTv5w9yrw7SP+nxNfq4epQ2eiDpoCignT1nvo37fXeUQgISGBqKgoBg0ahJOTU51K8nH24N8nvmDN7J8I8woC4Ex+FjM/fZyhc27kSFLVmyGXGyo2KcLCwhrFC5BfXMjQOTeydN86APxdvdn3xr/0Dgpv8LlbKyqkQJaCnJwcNm/ebDHRoBW47EgAWJ4kyN7eHnt7+8qJhu2oG5ycnPDy8uLEiYsnJkWliFkCgW5tpwuQlHWaka/O4IEf5lSaAK/uM4qTH6xmemTL7GLodDoGDRpEbm4uGzZsICkpqfYEIGYdHP5bTOOd9MF5+vtmg6kMfr1FpBL59IKr51Z5WIUp2M3NqV6XMcsyWw6Jrl64FI17fX0FigKbPhC3B90LupojOkFIf5ysyujgLpKAIoIEOagvfGzcmDSiA2mhe1HMEr+8WYLJeGlZzAB3sTA6npdIdllB/S9eC0iSCt2wr5AcwlCKkinbcBuKbCJyYgMMwufC1hXuWiG6Ar1ql/YiYkM/BmtPlLxolKMfMmDAANRqNRs3buTw4cMMGDAAF5f6p5V18+/I5jm/8tOsuZWBB9Fp8Yx5/RamtCcJkZqaSllZGSEhDR/OFZUSQ59nJ3HqTCIAY7pFsvPVvyzG/FsViouLycrKarbpys2B//77j65duzb5rIjmxmVJAiZNmsSyZcuqNSu2Rfj7+7dLghqALl26kJycfNEE5pRs4bXoHtCpJcqqE2RZ5ukF79D/+WsqyYu/ixfrnv+Zb+55o8U1p3q9Hjc3NwoLC3FxccHW1rbmBxlLYUl58s7Aey6S3zQb/nsOkveAlRPc+BNoq97lz6wwBbvWb/F+9NgpsktVWJkL6O9ZVM9igeg1kHYYdLYw4O76n6cR8L/OE0kZu4Qy6wJOxyqs/OnSg8DcrBzp6CB2EHc2UUrQuZB0juhHLwCNHfLpjRj3vEivkRps7CE7TeH47gZ+T2ithE+gDuRV0jujGyCG4BkPzUUqPIWPjw9FRUXY2NjUSgJUG4zrMYRD7yzjzRufwFYvJgzvKE8Suufr2ZdlkpAsy0RFRdG5c+cGzwVIyU7jijfvoLBMdJmfnnQPvzzwnsVk5leHlJQU3N3dsbKqXze0NcISpUBwmZKAQYMGoSgKO3bsaOlSGg2+vr5kZWVRUtI0iRqWDltbWwIDA4mKOjtYR5ZlCkrFQmxoA3LzmwP/HdhElyfG8+Omv1EUBa1aw0vXPsjuNxYR7tc4mtaGoKK9npaWRmRkJAUFBezdu7fmhJLNH0LWKRFtWT6Nt9lx4DfYWT5h9rqvwCWo2kMrJgXXxw9QXFzKnr0iz79/zt9YeXWs8zkqUdEF6Hc72LTsfAsHnS239x5J1IiFAKz+xUDiiUsvrAeWS4Ka2hdQAZVTF3RDvwDAdPQjVCl/0m98Aw3CDYQ6aCoqv/EgG8hf9z+OHD7MwIEDsbKyqtdAsUvh9hHTiP5gLfeNmY62PElo8d61dHp0DHP+mHdZJQklJCQgSRL+/g2TTBaWFjP6tZspMxlQSRILH/yQRyfc0UhVtl4oimJxUiCj0ch///1ncVIguExJgFqt5qqrrrKo6cFWVla4u7uTmJjY0qW0WXTs2JGMjIzK4Wv7488uQEZ2bX3TAfOLC5n963t0fHQMt3/xFHnFQjoxInwAR99dwX1jZ7RwhQIXmoBdXV0ZMmQIBQUFVaYGVSIrViTxgJjIalW36cWNgvRj8O/D4vaIJ8VMgGpgNpvJyRGdpPrEg+7YfQiD0YS7KYXOhZvBs5Z64ZwEOLYUcsvnnyTuhPgtwgg8+P4619EUmNFhLOausZwO24Msw/w3SzEaqpfZnDUHN70voAKaoClououuk2Hr/QwZKeSBR7aZyMts/kWwJEnoBr6PorJCl7ubIX6peHp6VkqDGpsIqFQqXpr2ECc+WMOkc5KEvli7kLBHR/Pt+j8a7VqtFSaTiRMnTtClS5cG7dbLssyo12aSW/6Z/PHtLzGy68AaHmUZyM3Npbi4GG9v75YupdGwefNmbGxsiIiIaOlSGh2XJQkAIQn6999/W7qMRkVQUBAJCQkoNUTRtaNqWFlZ0aFDB44dO4aiKKw7uh0AvUaHnVXtNNXNgU1Ru7jizdvp9PhYvt3wB/klIo3Gy8mdfx77nF8fmoeDTS209s2A6lKA9Ho9kZGRFBcXVz1HQFFg6RNCi99hJHS/tvmLL82HhTPBWCxqGPXcJQ/PzslHVhT0eh12ttZ1utTptExORicAMOTM96hQwKPzpR9UkgPLn4UP+8CC6TC3K8ztJmYYgNCgO7YOTa61Rs+9XSYTNfxXjDaFnI6TWflj9bKg/u5dUCERX5jG6eKsZqtT2+dFVD6jwFSMw/GZdO5V0HCDcANwKs1ArM00AHRRr6OUZlZG7zYFEQCRJPTV3a+z/83FDAzrDUBRWQmzf3uP7k9NYNWhLY16vdaEU6dOYWNj0+AF7JT37iUxU3j0np50D9f2r37zwNIQHx+Pn5+fxUzUBTEgbOLEiRYp47K8Z1RLjBs3joSEBI4cOdLSpTQaPD09URSlfWZAAxAaGkpBQQHp6ensixO7kO4OLSunANFafvGPD+n82Fiun/cQBxKiUBQFlaRiYFhvlj31DQfeWsKgjr1butRK1BQDqtPpiIyMxGAwsHPnzvMnCx9bLHTtah1MnCscq81bPPw9CzJjRMb+9d+B6tL64HOlQHVJ9JFlmS3bRDxlZ19bPA1x4ppW1ei+TQbY9hm831MMAjMbwTVE1JebCNlx4vUa8nCta2gO3BA8EjcXK46M+AWA1QsMJERVLQuy19rQzVmYMpuzGyCp1OiHf49kF4hSEMe1A2YhIQuDsLn5NlcUReH48ePExMTgP/pVJOduUJaNYbeQxDU1EQCxqbDo8c9ZM/snOpYnCWXkZ3PLZ08w5KUbOJTYdHMcWgJlZWXExMQQHh7eoOFWs759iV2nRCzuDYOuuiwkQBUwGo2kpKQQFBTU0qU0GmRZ5s8//2TKlCktXUqT4LIlAfb29kyaNIn58+e3dCmNBpVKRWBgIAkJCS1dSpuFVqulU6dOHDlypHInx9fFs4ZHNR22ndjLVW/fRdijo/lq7a+V7WVXOyceGn8rsfPWsejxz4kI6dZiNVaF2s4BqJgjoCgKmzdvFjGtZQWw7GlxwNBHzmatNye2fiKIiFoLN/4oUl5qQEY9TcHHomLJys5Dr9cywLGcwHt2qfrggnT4NBKWPwMluUIydOvf8OgBmJ0Ety2Ckc8I0uLe8l6Qc6FTa5nVZQpnOhwkq/N+FBnmv1WKsazqxfWgcknQ9mbyBVRAsnJFP2oBqK2wL1vDlQPmkpOuENVQg3AtYTab2b9/PwkJCURGRuLk4o5u8EeAhDnmF8ynNwHNQwRAJAltmvMrv9z/Hp7lSUIx6QmMe+M2Js/9H6k5Z5rkus2NqKgo3NzccHOr/wyStxd/xd+7VwIwKKw38259obHKaxNISkrCwcGh0YzrrQEbN27EYDAwduzYli6lSXDZkgCAmTNnsmDBAosyPQUGBpKent5uEG4AgoKCUKvVuFqLD7KkrNPNev1iQymv/v0JXR4fzzUf3M/euCPlu/4S/Tv0YNHjX3B07gqem3ofVrrWl75Q10FgFUTAxcWFjRs3UrL8JchPBecgGP548xR9LuK2wqoXxe0Jb4F/v1o9rKBAmMidnWs/U6KkpJRdFWbgiO5YZ5cveD2q8AOYyoQ8KeME2LrD5I9g1hYIKx/1q7eD0FEw+rmWkU/VAlODhuJv68HBIfPROBhIi5dZ8nVZlcd2chJRfKeLM5uzRABUrj3RRX4CwLAuHxDuv6JZDMKlpaVs3bqVwsJChg8fjoOD8MGoPfqj6XwXAIZtD6OYxWvWXEQAYEz3SA6+s4y3bnoSW72QR+6MOUjEc5O566vnKCy9eM5KW0FOTg7Jycl061b/zZT1R3fwwfLvAAj28OevRz9trPLaBBRFIT4+3qK6AADz58/nxhtvtCh507m4rEnA+PHjKSoqYssWy9E4Wltb4+np2d4NaABUKhU9evQg0MYDgPS85lmE7Io5yOS5/yP04VF8uuoXcorE4ClnWwdmjZ1BzLz1LH7yKwaG9WqWeuqDOk8CLodKpaJnz55091Ch3yu+SJk4F7R109Y3GAVp8NttIJuh5/XQ/65aP9RoFHImXR2GC+3cfRiDwYibqxNdOodAdqy4w+ECTbKiwJInhOnXyhHuXgH9bgN12/pi0qo0PBB+DUbrIo6OFF3YDX8Y2bni4sWrRLkko7mlYOXQdLgRTZf7ALh+6IOkHz1ObkbTbRjl5OSwceNGbG1tiYyMvCheURsxR8wOyI/GdOi9yp83JxEAuG34tUR/sIZZY2dUJgkt3beOzo+P48U/Pmxzm2qKonDo0CFCQ0NrF1tcDR75SUwSd7C2Y+3zP1ukfvxSyM7OprS01KJmA5SWlvLHH38wY0brCNloClxe79ILoNVqueGGGyxKEgRiJzs+Pr7NfRi3Jri6ujKx9yhADHCKSolpkuuUGkp5c9HndH3iCibN/R87Yw4iKzKSJNEnuCt/PvoJUe+t4sVrH8SmFe76n4v6EoBKyDJ+e+eiQibNtT+HSr2a9z1sNsKvt0FhupDZTJ5XpwWosdzTUNsdo7T0LI6fjAdgyOA+qFQS+JanT+z9Gc597ru+gb0/ioFp13/XMhKpRsLEgMGE2PsQH7ALlysF6fl1bimxR1rf3BZt/zdQeQ7GSlfIjOF3sGtpdpNcJzk5ma1bt9KhQwf69OlTZT69pHM8b3aAnHd2um9zEwGVSsWL1z7IiQ/WMKXvGCRJwmQ28dXaXwl9dDTvLvn6fI9PK0ZCQgIGg4GwsPr/Tf206Z/KzaJ5t77Y6j+rmwLx8fH4+/s3eLZCa8KyZcvw8PCgf//+LV1Kk+GyJgEAM2bM4Pfff6esrOqWdFuEh4cHarWa06ebV8ZiaRjWPxJNuRl08d61jXru/fHHmPrefYQ8PIp5K34kqzAXAEcbe+4edQPRH6xl+dPfMqSVzyeoQIMJAMD++WKnW2eLw42fkZmZyfbt2zEYLj1cqtGwag4kbAO9Pdz0sxi0VQeYyjsBWm3NJKCszMDa9WJOSaewILw8yz0Hg+4FvQOkH4Wo8gjj2M1nPRLj5kDHtq1NVUsqHgy/BoAlnT4lfKjgX9/MLiE7rXVtXEgqLfoRP2NUeePpFI172v2YzY1XY8XfzcGDB+nXrx+hoaGXNKWeOzvAsO3h85LgmpsIgEgS+uKu19j/5mIGlScJFZeV8N6ybwl+eAT3fvM8GflNQ5waAwaDgWPHjtG9e/d6L15lWebVv4V0LMTDnyt7DWvMEtsESktLSU1NtTgp0C+//MKMGTMaZBRv7bjsScCgQYNwdnbmv//+a+lSGg2SJBEcHExcXFxLl9KmYWVlhZejOwBbT+xt8PkMJgPvLvma7k9O4Mq37mB79H6x649Ez8Au/PbQPE68v5pXr3+0VUWS1oRGIQDFWbCy3EQ36llsvDsydOhQNBoNmzZtumiSc6PjyCLY+rG4fc3n9dppr+gE1EQCFEVh3cZdFBQW42Bvy+CB50xBtnERRABg/duQHQ+/3gKyCXpMa3WJP/XFFX796eQYQKG5mMIpK/ELU1GYq/DVcyWUFbeuiGPJxhOrMb9gMmvp5LWM7PVvN8p5jUYju3btIjU1lWHDhuHpWXMAQcXsANTWyGmbMccsOO/+liACUB5P/PjnrHv+Z3oGiGhbo9nEoj1r6PHUBK5+524OxkfVcJbmx7Fjx3B1dcXLy6ve53h78ZeVQyU/vePlxiqtTSEhIQFXV1fs7Wvvh2rtyM7OZvny5RYtBYJ2EoAkScycOZNffvmlpUtpVAQEBJCbm0teXl5Ll9Km0S+0BwDHU07V+xyHEo8z7YMHCH5oBO8t+5aMArEz5mBtxx0jpnHi/dWsfPZ7hocPaJSamxONQgAAVs6B4mwhwxkkdNharZb+/fvj6+vL5s2bSUtLa7zCz0VGNPxTPlRryEPQtX6j4Ss8ARrNpXcUDxw6QULiadRqFeNGD0Kv151/wOBZohuQdgS+HC0Ikk8vmPJJi+njGxsqScXDXYV5+Zek/5j2ogl7F4nUUzI/vV6KLLcuIqD3HcDerLcAsE16HcPWByvNufVBUVERmzdvxmw2M2zYsDotnlT2gWh7zwbAsPtZlNLzPUstRQQAwv3CWPncDxx4awlX9RqBRqVGAfbEHmb8W7fTf/Y1/LVrRbPVcyk0hhm41FDK56sFEYsI7kbvoFoO+LMgyLJMfHw8ISEhLV1Ko+LPP/+kd+/eDZKJtQW0LVdZE2HGjBn07NmT3NxcnJycWrqcRoFOp8PPz4+4uDh69erV0uW0WYzrPoR/dq8iv7SIye/+D3trO2z0VtjqbbC3tsXeyhZ7azscre1wtLHH2dYRJ1t7HG0c+G37Un7Y8Bfp+WeHHUlAN/9OPD3pHsZ0j2y5J9YIaDQCkLhT6N0BJn4gYjnLIUkSXbp0wcHBgT179tCpU6caJRN1gqFIJO6UFUBQJIydU6/TKIpSqYG+VCcg9XQGu/aINKDIQb2rnixc0Q3Y8A4UZYgkoOnzQdd2ukO1wSjvPnR3DuFwTiy/5Szh7tdv4qOHizm8xcTSbwxormzpCs+HVbfbWfFfJuP7vIXp5PfI2YfRjZqPyrZuRsiMjAx2795NQEAA4eHh9TKQarrej+nUryg5RzDsfh790C/Ou7+CCOzcuZMdO3YwcOBAtHUwrDcUXk7ufHvvWxhMBt5e/BU/bfqHgtIiErNSuf+7OTyzcC63DbuGJyfehU6jq/mEjYzGMgM/Of9tDGYjEhJf3PVqI1bYdnD69GlUKlWtOlltCRVSIEuHpLSPlwWgX79+3Hvvvdx5550tXUqjIS8vj82bNzNu3Dh0uub/oLUEFBtKCXloRIPPY2dlw9R+43hu8n0427X9DOVGIwBmE3w+HNIOQ5+ZcM1n1R6am5vLzp07cXNzo2fPng2PbDMUwc83QNwmsPOE+7eAff2+yEwmM9/88DcAd9wyBZ3u4gVXSUkpf/yzmuLiUsJCAxg1vH/1ZKYkB97vBYZCuH0JBA2uV111hdFoZPny5UyYMKFZFo1b0g5z55a30am0rLnyPZK22PPTa6UAdL83mbna1+nv3oWfh89u8lpqQl6WzAvXFNHJdx23TbgfyZgLVu7oR/6E2mtojY9XFIW4uLhKDXpgYGCD6jGf2UXZstGAgv6K5ai9L9aim81mdu7cidlsbnYicCF+37Gcdxd/RVL22Y6eRqVmfM9hvHnjE3g41jyLo7EQHx9PdHQ0o0aNqrcXIKcwj65PXomsyIzvMZQfZ73byFW2DWzZsgUvLy9CQ0NbupRGQ0JCAmFhYSQnJ+Ph4dHS5TQpLns5UAVmzJhhcZIgR0dHnJycSExMbOlS2ixsdFa8eM0DdPUNw9vODV8nT7wc3XCxc8Te2g5rnRU6tRa1SnU20vAchPuG8v297xDz4TrenfFMOwG4EDu+EATA2gnGv3LJQ52cnBg+fDjFxcVs3LiR7OwGGA7LCuGnaYIA6Oxgxvx6EwA46weAqtOBZFlhzfqdFBeX4uzkwLDIiEt3M6ydYdYmeGBHsxGAlkCkZzf6unXCIBt5ad/39BgF42aKDYuj3/pgVVC3wWtNCUdXFX4dVZxIGcUJp/VILt2hNIOyFVdjPPopl9pPKy0tZdeuXZw8eZLBgwc3mABAFbMDTKUXH9OC0qALcf3ACex+YxH/PfMdEcHdkACTbGbZ/vX0ePoqrnjzdvbGHmnyOkpKShpsBgZ47Z9PkRUZtUrFx7e91IgVth3k5eWRm5tLQEBAS5fSqFiwYAFjxoyxeAIA7Z2ASqSlpeHv709sbCz+/v4tXU6jITU1lSNHjjBmzJjLLre4sZGUlMTRo0cZNWrUJTsrJpOJvNJCbHVWrXKYV0PQqAQg/zR8GCF2uyd/JHLva1lDTEwMJ06cIDg4mM6dO9fty7w0XxCAxB1Ce3/b3+DfsAi4/IIiFvy2HLVaxd23Xzyoa/feo+zdfwyNRs21k8fg7OzQoOs1FZq7EwBwICuGmRtexaiYGeLZnXkDHuLbJxROHTST0nk7NtN3t4pOAMCyb8tY+ZOBXsM13P6igmHrA5hjfwdAHXI9ushPkDRnZVuKopCcnMzhw4fx9PSke/fujdqVVQx5lPzdB0rS0fR6Fl3vql+n1tQRqEBGfjazf3uP/w5sxGg+S6J9nT154uq7uClyYqNfU1EUdu7ciVarJSIiokHnCn1kFIWlxQzv0p/fHv6okSpsW9i3bx8qlcqiJMeKotCtWzdmz57N9OnTW7qcJkf7qrAcXl5ejBo1ioULF7Z0KY0Kb29vVCoVycnJLV1Km4efnx/Ozs4cOnToksdpNBpc7ZzaCUBN2POjIAB+ERBxS60fJkkSYWFhDB8+nMzMTDZs2FD7rkBpHvw4VRAAKye4/d8GEwC4dDxoUnIae/eLScDDh/RttQSgpdDLNZQvIp/AWq1nS/ph7t76LmPvFntTPscHoE5za+EKz6LrIPH7Pb7HhIw1umHfou3/NkhqzLG/U7p0FHKBSGWr2P0/evQovXv3JiIiotFlmefODjAdeg8590SVx7WmjkAF3B1c+Oru14mbt4FHJ9yBo40wR6fkpPPoz68T+vAo5vwxj1LDxR2O+iIpKYnc3Fy6d+/eoPOsPLi5ckLyC9c80BiltTkUFxeTkpJiUTIggIMHD5KQkMDkyZNbupRmQTsJOAczZ860uMFhFQum6OjoS7ar21EzJEmiZ8+enDlzhtTU1JYup1nR6AQA4OQq8W/f26EeXSp7e3uGDh1KQEAA27Zt4+jRo5jNlxg4VZIL30+GpN1CfnT7v4KANAIq40EvkAIVFhWzdsNOAMI7hxAWallt88bCEK/ufDv0aey1NuzLOsns9Ddw6ZeJhArrVa1HDhXQWYWdk0RpEZw6ZEaSJLRd70d/xVKwckfJOULp4mGk7V/AunXrUKvVjBo1Cm9v75pPXk+cNztg+8PVfs63RiIAYtPk6Un3cOL91Xxx56sEugmjdWFZMV+sXUiHR0Zz62dPkppzpkHXKSkp4fDhw/Tq1avBZGzu0m8A8HBwpZt/xwadq63i1KlTeHl5Nc53QSvC/PnzmTp1aoMM420J7STgHEydOpWYmJgad3rbGvz8/DCZTE0XsXgZwcrKih49enDo0CGLGjB3KTQJASjKhJTy2QsNGH6lUqkICwtj2LBhl+4KFGcLApCyT6Tv3LEUfHvX+7oXwmQS5KOwqISVa7YRl5CC0Whi9dodlJYacHN1YvDAXo12PUtEhFtHfh4+Gxe9A8dyE1gW/imyyoQ2JogTe1rH9FmVSiJ8oJCeHdtxtia111CsJm0B1wgw5GB/4H8MsN9ORESfJg9lOH92wBbMMdVvZLVWIlCBKf3GsvO1v1gz+ycGhPZEQsIsm1l5aDN9np3EmNdvYfvJ/XU+r6IoHDhwAG9v7wbNBADILc7nSJKY1nzz0CkNOldbRVlZWaV51pJgNptZsGABM2fObOlSmg3tJOAc2NnZMXnyZIvrBqjVajp06MDJkyfbuwGNAF9fX5ydnTl8+HBLl9LkaBICABC9BhQFvHuAQ8N3SR0cHBg6dCj+/v4XdwWKsuD7SZC6H2xcBQHw7tHga54LN1cnPD1cRAJMfAorV2/jh1/+Jf1MFjqdlnGjB9U4P6Ad0MUpkPkjnsfL2oV8hzSSum8C4N8vylrN7ICuA0W35+j2s10nRVFIzVHYqH6MbJeJSChYx3yAYd10FEMTD7rjwtkBz100O+BctHYiANDNvyP/PvElx+au4Nr+V6Arjw0+knSSqe/fR69nJvLTpn+Q5dpNb05MTCQ/P79BMwEq8M7ir1BQxKyLK29t8PnaImJjY3F1dbWYSPUKbNiwAZPJxOjRo1u6lGZDOwm4ALfeeis//vhjq/xgbAiCgoIoKioiM7P6L4d21A6XiyyoyQgAwImV4t+O4xrtlCqVio4dOzJs2DAyMjLYsGEDuSkx8N3VcPqQyNu/czl4NXwhcCH0eh1TJ43muqlj6dm9IzY2VpjNYoEyclg/HBwsq2XelAix92HBiBcJsvPiVL/lKPoykqNl9q5tHd2Azv00qNSQniiTkSJXav8PHz5Mz9798Ju8EF3kp6DSYU5cSunioZiT/mvyDRhN1/uRnLtBWTaG3Zc2UrcFIgDgbOfIp3fMIXbeep6edA/OtsJPk5abwVML3ib0kVE8veAdjqfGVnuOkpISjhw5Qs+ePRulK/PXLvHZ1T+0Z4vMOGhpGI1G4uLiLK4LAPDtt98yc+bMhsdPtyG0pwNdAFmWCQ0N5Z133mHatGktXU6j4vjx42RlZREZ2baHVLUWJCcnc+TIEUaOHIler2/pchoVTUoAzCZ4K0Ro9O9ZDQGNPylZlmXiDu/EfemdOJQko9h5It2xFDw6Nfq1qr6+QurpM0iShK9P24mZa4l0oOqQWZrHl8cX47NzJPsXOOLiJTH7J1u0+pafmvzRw8XEHDAz+uYStD57cHd3p0ePHud9Dpgz9mBYNwOlOAUAlddQtP1eR+3Wp8nqOn92wDLU3sMvfXwrTA2qCcv3b+D1fz7j1Jnzo6/VKjVejm50D+jE6G6DmRgxCkdre3bs2IFer6dPn4a97puidvHSn/OIKp8ev/Spr+kb0jCDcVtEdHQ0p0+fZujQoY03tLEV4MyZM/j7+3Po0CE6dWqe74nWgPZOwAVQqVTcc889fPHFFzUf3MYQEhJCTk4OOTk5LV2KRcDX1xcXFxeL85A0KQEASN4jCIC1M/j1bdxzl0NVdIYOGx7EoSSZMr0LWzo9S0KJVa3lAw2+vkrCz9ezTRGA1gY3K0dm97qZGbf64ugukZ2msHlR69ixDu4h/EAHt5TSq1cv+vXrd9FGgNq9L1ZTdqLp9iio9chpmylbMoyyjbcjF8Q3SV3nzQ7Y/iiKcun3e1vpCJyLCb1HsPWV39nw4gIGd+xTKRUyy2ZSctJZcXATT85/i86PjSP4wRE8+M+bLDi2ko3Hdtb571+WZb5Z/zs9nrqK6+c9VEkAQj0DL0sCYDabOXXqFB07drQoAgDwww8/EBkZeVkRAGjvBFSJ9PR0AgICOHLkiMW1vI4cOUJxcTH9+zc8FrEdIgZw/fr1dO3a1SIGpjQ5AQBY9TJseg96TIPrv2v88+enCglQZgw4+KLcsYSUUiuioqJQqVR06dIFb29vi/sSawy0pk7Audix3MiCt0uxtoMXF9ph69Ayv7u8vDyioqJIOFnM1m/7odbCW4vt0Ntcuh65MAnjvlcwn/oVUEClQ9Plf2h7Pomkd2nUGhVDHiULg0E2YDXtCCr7oBof0xY7AuciJTuNf3avZlPULo6lxJBVmFul/EpCwtnOgc4+HRjauS9T+o0l2P3iuUDFhlJe/etjft2+jJJzIkpd7Zy4f9xM7h0z/bKcuxMXF0d8fDwjRoywqM9PWZbp2LEjb7zxBtdff31Ll9OsaCcB1eCGG24gICCAd9+1rFHgJSUlrFmzhhEjRmBvb9/S5VgEzpw5w65duxg+fHibfk2bhQAAfBIppgRP+wp63di4585Nhu+uguw4cPSHO5eCSzAgPugTEhI4ceIENjY2hIeH4+bWejLoWwNaKwmQzQpv31nM6TiZUTdqmXJf887gKC4uJioqitTUVIKCgggLC+Pt201kpSrc9boVPYbU7rWSsw5i2D0b+fQG8QOdE9qeT6HpfA+SpvGeU8m/g1CyD6Mb/TuagAm1ekxbJwLnwmg08vXfP3Eo8xQxucnEnUmiqKykymO1ag3eTh70COzMyPABLNu/gQ3HdiKf00Xp6BXEi9c+yJjul6+UVpZl1q5dS5cuXfDz82vpchoVq1evZubMmSQlJTV5mldrQzsJqAbr16/nuuuuIyUlxeL03gcOHECW5QZrJNtxFseOHSMtLY3hw4c3aBR9S6HZCEB+KrzTGSQJnjkFto24CM9JFB2AnHhwChQEwDnwosNMJhOnTp0iJiYGFxcXwsPDcXR0bLw62jBaKwkAEcn5xdMlqLXw/M+2uHo3/U5sWVkZJ0+eJD4+Hl9fXzp37oyNjZgI/Oe8Ujb9bWTw1VpufLL2C3hFUZBT1mDY8zxKzlEAJLtAtH1eQh0yDUlq+PMq23gn5tjf0EbMQdvjiVo/zlKIwMGDB8nNzWXo0KGVO/aFpcUs3b+eNYe3cijhOKm5ZzCZqzebS5LEkE4RvHnTk4R6Xvw5crkhOTmZqKgoRo8ebXFdkGnTphEWFsabb77Z0qU0OyzrN9mIGDFiBK6urvz1118tXUqjIzQ0lJSUFIqLi1u6FItB586d0Wq1bTI2tNkIAMDJ1eJfv76NSwCy4+HbCYIAuATDXcurJAAghhN16tSJMWPGYG9vz6ZNm9i7dy9FRUWNV087Gh1dBqjp2EeN2QjLvm3aGR1Go5Hjx4+zevVqioqKGD58OH369KkkAHB2evDRHaY6Jf9IkoTabyxWk7ahG/I5ko03SmEChk13ULZ0BOYzOxtcv8o5HAA551idHtcWPQIXIjU1leTkZPr27XveYtXOyoYbB13FN/e8wa7X/yb50y1se/kPnpx4N4PCeuNi54gkSVhp9dw0eCIn3lvNH4980k4AEN8R0dHRhIaGWhwBSE1NZfHixdx9990tXUqLwLJ+m40ISZL43//+x+eff97SpTQ67Ozs8PLyIiYmpqVLsRioVCoiIiJITU0lJSWlpcupNZqVAEDjR4OaDLDlY/hsKOQmgmsHEQPqdLHO90Lo9Xq6devG6NGjkSSJdevWXVZD4NoaJEli0r2iK7tntYmkk5eYDl1PyLJMbGwsa9asISMjg0GDBjFw4EAcHBwuOja0pxqdFeRlKiRH191wLqnUaMJuxurag2j7vARae+TMfZQtG03ZpruQi0/X+3nUlwRA2yYCRUVF7N+/n969e9dq4muIpz+PX3Un/zz+OcfmruT059uJ/3gjH9wyGweb9ljfCqSnp1NWVmYRvrcL8d133zFq1ChCQkJaupQWQTsJuARuu+029u7da3HpLwAdO3YkMTGRkpKqdZLtqDtsbGzo3bs3Bw4caBO7ys1OAExlcGqDuN1QEqAocGwpfNQPVsyG0jzw6S0IgKNvnU5lY2NDnz59GD58OCUlJaxevZqoqKh2MtAKEdBJTcQYsQO/+MvG+/2YzWYSExNZu3Yt8fHx9O7dmyFDhuDq6lrtY7R6iY4RopaonfWfYSBpbND2fBLraw+gDrtF1HPqV0r/6oXx0Hso5ro/T8lJkAAl7ySKXPdFfFskArIss2fPHvz9/fHx8WnpciwGiqJw4sQJOnTo0CalrpeCyWTiiy++4L777mvpUloM7STgEnBxcWH69Ol88sknLV1Ko8PR0RFPT09OnDjR0qVYFLy9vQkICGD37t1nJ9b+n70zj4uq3P/4e2ZghoFhUXaQRZRNE8GNyC1LCzHLtuu9VmJpm5mV2mJZqa33mtvtlqZ1xWy73XbLm6lXUHAJFxQ3BERwYRFkX4ZZzu8PfjPXETFBYFie9+s1L5izPOd7zsyc83ye57t0QNpdAADk7ob6KtB4gPfAlreTf7jB9/+LKQ0BwBpPuPtDeOK/11V92MnJiejoaG666SZKS0v57bffOHjwIOXl5S23VdDq3DFDhcIWMvYZOJ56fQXE6urqzG4/J0+eJDQ0lDFjxuDl5XVN2U8CwxseoRfOXX/qWZnaE9WID1HdkYTcfRjoq9Htf52674eiz/uleS5HGj+w0YCxHqkiu0X2dDYhcOzYMSRJon///tY2pUuRn59PbW0tvXv3trYprc4PP/yAra0td9xxh7VNsRpCBPwBs2bN4rPPPuPixYvWNqXVCQ8P58yZM1RWVlrblC5Fv34No3DHjjV/Kr49sIoAAMi/JF6iLK/p7ZqisgC+e6rB9SdnJ9jYweh58NwBGPwgyFtnlKpnz57cdNNNjB49GplMxs6dO0lJSSE/P7/Nq74K/hhXbzkjJzUErP60WovR0PzPpKysjAMHDrBlyxZKS0uJiori1ltvxd/fv1mpDx17NmxbWdp63wuF+2BUE7aiHLkWmdoLqfIU9dsmo/1tEsayE9fUhkwmvy6XILMtnUQIFBQUkJuby5AhQ7rcaLU1MRqNHDt2jLCwsC5ZRff9999n5syZ3fo7I0TAHxAZGcngwYNZt26dtU1pdTQaDf7+/hw/ftzapnQpFAoFQ4cOJS8vj/Pnz1vbHAusJgCgIR2oWzBUFf1/Fp/ca9tPVwuJ78HyKDiwocEVaMC98Mw+GPcaqNomLauTkxORkZHcdttteHh4cPjwYbZu3UpmZqZwFbIytz+kQq2Bc1lG9m25ttkAg8HA2bNn2blzJ8nJySgUCm6++WZiYmLw9PRsUd5zxx4Nj9CKi60rDmUyOTZ9/4LdvQexGTAX5EqM57dR98ON1O99EUlb9sdtmEXA0euypaMLgZqaGg4cOMDAgQPb937WDcjLaxis6YqxAIcPHyY1NZVHHnnE2qZYFSECroGnn36aDz74oEO7d7SUkJAQioqKRBXhVsbBwYGoqKgO5U5iVQEAoHGH6b+AW9+GmYBPJjSk9bwSBj2UnYG0r2DFENi6GOqrG7IKPbYFJq+DHu3zYFIqlQQHBzNu3Dj69etHUVERv/32G6mpqRQVFYnZASvg4Cxj3AMN+bx/+URLvbbpz6CiooL09HQ2b97MiRMn8Pb25rbbbmPgwIHXXdfDqQ1mAi5FZuuIcsgi7O5OReE3ASQ9+mMfUPtdJPqTCUjGpp9JcpdwAKTrmAkw0VGFgF6vZ+/evfj6+na53PXWRq/Xk5GRQXh4eJfLCATwj3/8gylTplw17qc7IOoEXAM6nY7AwEA++uijLuk7duzYMUpLS7npppu6VBXAjkBGRga5ubmMHj3aqvUmrC4ALqUivyGdZ0l2Qz7/0XOg/FxDp7/sTINAqDgHl3ZwnHvBbQthwH3QAR5IVVVV5ObmcubMGRQKBf7+/vj7+6NWq61t2nXRkesEXE69VuKtB6spLZK483ElY6f87/el1+s5f/48ubm5lJWV4ePjQ0BAAK6urq16jystMvL6/dUobGDpFg1yedvePw3ntlK/9wWk8pMAyFwjse33FMhNn5Vk/mssOYz+yApkTn1R35vWOsfvQHUEJEkiNTUVnU5HTExMl+yoWpPMzEzOnz/PqFGjuly/oLS0FF9fX3bt2kVkZKS1zbEqQgRcI2+88QbJycls3rzZ2qa0Ojqdji1btjBkyBA8PDysbU6XQpIk9u3bh1ar5aabbrLKg6pDCQATFef/XwicanobhW1Dqs/Iv8Dwp0Fp3/S2VsJoNJr9kS9cuICrqyteXl54eXldU4rCjkZnEgEAv/+q47N36lBr4MV1Sqq1RRQWFlJYWIharSYgIAA/P782qwKqq5eYO64KgHd+0uDg3PadJcmoQ3/8I3QH3wZdxR/voFChfqi41TpyHUUIZGRkkJeXx6hRo7pcQU9rU19fz9atWxk6dCju7u7WNqfVWbp0KT/88AM7d+60tilWR4iAa6SwsJCAgAAOHjxIeHi4tc1pdbKysjh79qw5GFLQeuj1epKTk+nRowcDB15HVpwW0CEFgInyc/Drgob0ni7+DR1+F7+GIl8ufg1Zf1op2Lc9qK2tJT8/n4KCAoqLi831OLy8vOjRo0en+F11NhFQUV7Jylk6LuTZ4t0vn5jJ5/H09MTb2xtnZ+d2ueYv3VFJTSXMX2+Pd2D7fV+l2iJ0h/6G8WJ6QwVuTOcq+//3Df8rfG/FdsBzrXpsawuB8+fPc/DgQUaOHHnFGg6C6+Po0aOUl5dz0003WduUVkev1xMSEsI777zD5MmTrW2O1REioBnMmDEDvV5PQkKCtU1pdQwGA1u3bqV///7Ct7INqKmpISkpibCwsHZLtdahBUAXR6fTUVRUREFBAYWFhchkMry8vPD09MTDw6PDZtro6CJAkiQuXrxIQUEBBQUFDVXPa/zYsioIJBmzlqsJGdS+1/ath6opzDNa5djWxFpCoLy8nJ07dzJ48GC8vVueElhwZWpra9m2bRsjRozAxcXF2ua0Ol988QULFizg5MmTHfY+3J6IK9AMXnjhBSIiIli8eHGXi5ZXKBSEhYVx4sQJfHx8hH9lK2Nvb8+wYcPYvXs3Go2mzadYhQCwLra2tvj6+uLr64vRaDR3XI8dO8b+/ftxc3MzzxJ09jiCtkan03HhwgWzoALw9PQkPDwcd3d3bG1tqT1XR/KPOr5eruXFTxTYKttv1sWxp4zCPKhs5QxBHR1TsPDevXvZs2dPuwgBrVbL3r17CQ4OFgKgjcjIyMDLy6tLCgBJknj33Xd5/vnnhQD4f8RVaAYhISHceeedvPfee/z973+3tjmtjp+fH1lZWeTm5nbJwiDWxtXVlQEDBrBv3z5GjRrVZj7jQgB0LORyOW5ubri5uXHDDTdQWVlJQUEB586dIz09HScnJ3r06IGLiwsuLi44Ojp2WxEuSRI1NTWUlZWZXxcvXsTe3h4vLy+GDRtGz549G7n53PGoikM79RTlGdn2ZT2x8e3nI27KEFTRRhmCOjLtKQSMRiOpqan06NGDkJCQNjlGd6eyspIzZ84wZswYa5vSJvzyyy8UFRXx8MMPW9uUDkOXFgEGg6HVU5m99NJLTJkyhfPnz9OzZ89WbbsjEBwcTEZGBu7u7kIptwGenp6UlZWRmprK4MGDW/2BKUkSWVlZFBYWMmTIEGxsbKirqwMaRqe7c1GUjoKjoyOOjo4EBwej1Wq5cOECZWVlnDlzhiNHjmA0GnFycjKLAmdnZ5ycnLqcMLhSh7+8vBy9Xo+TkxPOzs74+PhcU/53e0cZ9zylYv0bdfz2WT2DbrXFo1f7XC/HHm2bJrSj0x5CQJIkDh8+jF6v58Ybb+wU8TWdkePHj+Pv798lB44kSeKdd97hueeew87OztrmdBi6ZEyAJEkUFBRQVlbWJu0XFRWhVCq75HQZQF1dHQqFokP6BHcFJEmivr4eaMhB35oPNJ1Oh16vR6VSXbHT6OLigpeXl3iIdlAkSaKqqory8nJzp7isrMxCGDg7O+Pi4tImwqCtYgIkSaK6utp8Ppd3+C8XPC0Rq5Ik8eG8WjL2GQgdomDme+p2+Z7/tkHLzx/XEx1rwwPzu69rV1vGCJw8eZJTp04xatQo7O07XpawrkBpaSkpKSmMHTu2S3aSd+zYwZ133kleXp4IJr+ELjnUaxIAHh4e2Nvbt/qDwMPDg9zcXPz9/bvkyKper6empgaNRtPlRh87CkajkdraWmQyGWr19XdWJElCq9Wi0+mwt7dv9L00jboWFRUBCH/aDopMJjPPFJgC9E0daFPH+dy5cxw9ehSDwYCdnZ35pVKpLN6blqlUqjbrDEuShF6vp66uzuKl1WobLZMkCUdHR1xcXPD19aV///44Ojq22j1UJpPxp+fseOfhajL2GTiwTc/gsW0/kOHYs+Ee2V1nAky01YxAbm4umZmZjBgxQgiANkKSJNLT0+nTp0+XFAAA77zzDrNmzRIC4DK6nAgwGAxmAdBWleBUKhUXLlygsrISLy+vNjmGtZHJZEiS1GVvCB0BOzs7qqqqzNe5pR01SZKoq6tDJpPRs2fPJjtVpgDUoqIiPDw8uqSA7YrIZDI0Gg0ajcZCGNTU1DTqaFdVVVFcXGzuhOt0OmQymYVAUKlU2NraIpPJkMlkyOVy8/+mieFTp06Z30uShNFoRJIkDAaDRQdfq9ViMBhQKBSNhIizszMeHh7m9+0xqODeS85tDyrZ9M96vvtAS3i0DfaObTsboP5/z4nqiu4tAqD1hUB+fj7p6enceOONODs7t6KlgkvJy8ujrq6O4OBga5vSJhw8eJAdO3bw6aefWtuUDkeXEwGmGIC2HDEwpfvLzc3Fw8OjS46Wq9VqKioq0Ol0wi2ojZDL5Tg4OFBVVYVcLm+R4DIJgPr6ejQazR927E2/C51OJ0RAJ0Ymk+Hg4PCHweUGg+GKI/N6vb5RB9/UyYeGNIwKhaKRUJDL5fTo0aNRh9/GxqbDuJjd+hcl+7Y2BAlvXKNl8ty2HcjIzzECDQJE0HpCoKSkhP379zNo0CDc3NzawFIBNBQGO3bsGJGRkV02DvDdd99l+vTpXbLw2fXSNT9xaPMHkrOzMzY2NhQXF3fJKrumTmltbW2HesB3NRQKhVkImEZsr5XmCgBo+9+FoGNh+n5dayYqU0xAVFRUpxX/tkoZk+eoeP/ZWnZt1DEs1pbe/dtO8OYebxBOAeFCVJu4XiFQUVHB3r17ueGGG/Dx8WlDSwXHjx83x4p1RU6ePMmPP/7IyZMnrW1Kh0QMXbQQ02xAYWEhXTC2GsDcIdVqtVa2pGtjY2ODg4MDtbW115zNqiUCQCDoLgRH2TDsdhskCb5eVodB3zb3aEmSyD3eMBMQ2E/8Bi/FJAQUCgV79uy55ntbTU0Nu3fvpk+fPgQGBratkd0cU1ayAQMGdNkBor/97W/8+c9/7nK1nVoLIQKuA1OK0IsXL7bL8RISEto1I5EpaLWurg6j0diiNgIDA1mxYkWT60+fPo1MJiMtLc28LCUlhQEDBmBra8ukSZNadNzOhq2tLbNnz2bSpEno9fqrbisEgEDwx9w1U4W9E5zLMpL0beumijZRfF6iulxCYQs+fcTj9HKaKwS0Wi27d+/Gy8tL1AJoY0xpV/v06dMlU4ICnD17ls8++4wXX3zR2qZ0WMRd6zqQyWR4enpSUFDQKrMB06ZNM/vgKpVK+vbty+LFi/+wU9iW2NraNlTkrK1tk/b9/PzIz8/nhhtuMC+bM2cOkZGR5OTkkJCQwMKFC4mMjGz1Y+fn5zNlyhRCQkKQy+U8++yzV9xuxYoVhIaGolar8fPz47nnnjPn3jfxwQcfEBgYiJ2dHdHR0fz+++/Ntkcul6NQKKiurjb7Zl+OEAACwbXh6CLnricaZjM3rdNysbBlAxlXI/dYw++0V7C8XasUdyauVQjo9Xr27t2Lo6MjERERXXZkuqPQ1YOBAZYtW0ZcXBzh4eHWNqXDIkTAdeLm5oZer6e8vLxV2ouNjSU/P5/MzEzmzp3LwoULWbJkSau03VLUajU6na7VC69BwwPCy8vLIiApOzubW265hV69erXpzIdWq8Xd3Z0FCxYwcODAK27zxRdf8NJLL/H6669z/PhxPvnkE/71r3/x8ssvm7f517/+xZw5c3j99dc5cOAAAwcO5Pbbbzen42wOcrkclUpFVVVVIyEgBIBA0Dyix9sSNEBBfS18+/fWd2vMPfH/8QBh4rd4Nf5ICJgEgEKhYPDgwUIAtDGmYOABAwZ02WDgkpIS1qxZw/z5861tSodGiIDrRC6X4+npSX5+fqvMBqhUKry8vAgICODJJ59k7Nix/PTTTxbbbN68mfDwcDQajVk0mEhNTWXcuHG4ubnh7OzM6NGjOXDggHm9JEksXLgQf39/VCoVPj4+zJ4927xeq9Uyb948fH19cXBwIDo6mh07dpiDhC8/xz9qDxp8PB955BEcHR3x9/dnzZo15nWXugOZ/i8pKeGRRx5BJpORkJDAokWLOHTokHmWJCEh4bqvMzS4Kq1cuZKpU6c2mX5u165dDB8+nClTphAYGMhtt93GX/7yF4uR/mXLlvHoo4/y8MMP069fP1avXo29vT3//Oc/mzy2wWBgzpw5uLi44OrqygsvvGC+tiqVCqVSSUVFBW+99Ra9e/dGrVYzcOBA/v3vf1sIgJ9++ong4GDs7OwYM2YM69evRyaTtVmhPIGgMyGXy5g8V4VcAenJeg4nt+5AhmkmIEDEA/whTQkBU5ExSZLM6wVtS1cPBgZ4//33iYmJYejQodY2pUPTLUSAJElUa2vb7OXgpKGsspzCkiKL5a0hCtRqtbm6LDR0qN977z02bNjAjh07yMvLY968eeb1lZWVxMfHk5yczJ49ewgODiYuLo7KykoAvv32W5YvX85HH31EZmYmP/zwAwMGDDDvP2vWLHbv3s1XX33F4cOHuf/++4mNjSUvLw9oHCT8R+0BLF26lCFDhnDw4EFmzpzJk08+SUZGRqNzNbkGOTk5sWLFCvLz85k8eTJz586lf//+5Ofnm5cBjB8/3pw//Uqv/v37X+fVh5tuuon9+/ebO/2nTp0yV1SFhhGV/fv3M3bsWPM+crmcsWPHsnv37ibbXbp0KQkJCfzzn/8kOTmZixcv8v333wMNbmZ2dnasXLmSTz/9lA8++ID9+/fzxBNP8Nhjj5GcnAxATk4O9913H5MmTeLQoUM8/vjjvPLKK9d9zgJBV8K7t4Jb/qwE4NuVWrQ1rRMkrNdJnM36/6BgkRnomrhcCNTV1bF3716MRiM33nhjlx2V7kh0h2DgyspK3n//fTELcA10i19cTX0dfZ4Z0+7HzV65HQdVy8rIS5LEtm3b2Lx5M08//bR5uU6nY/Xq1fTp0wdo6LQvXrzYvP6WW26xaGfNmjW4uLiQlJTEHXfcQV5eHl5eXowdOxZbW1v8/f0ZNmwY0OAjuG7dOvLy8sxp2ebNm8evv/5qHpGvrq5GqVSaayNcrT0TcXFxzJw5E4AXX3yR5cuXs337dkJDQy22M7kGyWQynJ2dzaMUGo0GGxubRqMWH3/88VVjFVojxeGUKVMoLi5mxIgR5uqoTzzxhNkdqLi4GIPBgKenp8V+np6enDhxosl2V6xYwfz587nnnnsAWL16NZs3bzavr6+vZ8mSJfz8889ERUUhk8l4/PHHOXDgAB999BGjR4/mo48+IjQ01OwuFhoaypEjR3jrrbeu+7wFgq5E7FQlB7bpuFgg8Z8ELZNmXn/tgLOZRvT14OAsw823a3am2gKTENizZw///e9/cXBw4KabbhICoB3oDsHA0DDI1q9fP8aMaf9+X2dD/Oo6GD///DMajQadTofRaGTKlCksXLjQvN7e3t4sAAC8vb0tfM8LCwtZsGABiYmJFBUVYTAYqKmpMY/k33///axYsYKgoCBiY2OJi4tj4sSJ2NjYkJ6ejsFgaJSVQavV4urqahEkbMo7frX2TERERJj/N6VWbYm//OX4+vpe87aX3vAefPBBVq9efU37JSYm8vbbb/Phhx8SHR1NVlYWzzzzDG+88Qavvvpqs22GhkJM+fn5REdHm5fZ2NgwZMgQ8+xRVlYWNTU1TJw40WLf+vp6oqKiAMjIyGg01Xm5ABMIBKC0k3H/c3Z89GItid/oGHqbLb59r2/0/tjehoQNfQcquuyIaltyaYVqQfvQHYKBi4qKWLp0KZs3bxa/y2ugW4gAe6Ud2Su3t/lxLly4wIULF+gXHg4yGfbK5o82jRkzhlWrVqFUKvHx8Wk0OnL56PblN9L4+HhKSkpYuXIlAQEBqFQqYmJizC5Ffn5+ZGRksHXrVrZs2cLMmTNZsmQJSUlJVFVVoVAo2L9/fyO/TFMn+vJKwldrz2TrlWxuacrRSxk/fjw7d+5scn1AQABHjx4FsEhB6uTkdM3HePXVV3nooYeYMWMGAAMGDKC6uprHHnuMV155BTc3NxQKBYWFhRb7FRYWXpe/pcl961//+hd9+/Y1B2bb29u3aTVsgaCr0v9GGyJH25CWpOerpXU89w975IqWdxKO7WkQAf1u7BaP0VZDr9fz+++/YzAYuPXWWzlw4MB1VRYWXBt1dXVdvjIwwJtvvsktt9zCTTfdZG1TOgVd95twCTKZrMVuOc1B7dOLytJyaqtqWlzm3MHBgb59+7bYhpSUFD788EOzz/qZM2coLi62tFOtZuLEiUycOJGnnnqKsLAw0tPTiYqKwmAwUFRUxMiRI6/YvlwuR61WU1NTg6Ojo/n9ldobNGhQi8/jUpRK5RVTZjbHHail17Smpsbs+mTCJJAkSUKpVDJ48GC2bdtmrmlgNBrZtm0bs2bNumKbzs7OeHt7s3fvXkaNGgU0PBj379/PoEGDkCSJoKAgVCoVxcXFTJgwoVFmIGhw/9m0aZNF26mpqS06T4GgO3DP0yqOp+rJPWZk1886RtylbFE7FReN5J1oGMjof6OIB7hWTFmAJEkyd/qvp7Kw4NowuQG5ubnh7e1tbXPajFOnTrF27Vr27dtnbVM6Dd1CBLQXcrkcHx8fzp07R8+ePRt1HtuD4OBgNmzYwJAhQ6ioqOD5559Hrf6fAEpISMBgMBAdHY29vT2fffYZarWagIAAXF1deeCBB5g6dSpLly4lKiqKCxcusG3bNiIiIpgwYQLQ0CnX6XTU1tby73//u8n2WovAwEBycnJIS0ujV69eODo6olKpmuUO1BSmGYKqqiouXLhAWloaSqWSfv36ATBx4kSWLVtGVFSU2R3o1VdfZeLEiWYxMGfOHOLj4xkyZAjDhg1jxYoVVFdX8/DDDzd53GeeeYZ3332X4OBgwsLCWLZsmTmjT11dHSqVijlz5jB37lwARowYQVlZGUlJSajVah599FEef/xxli1bxosvvsj06dNJS0szZ04S06ACQWNc3OXcMV3Ft+9r2bhGS58IBd69m9+JP763YVDCL1SOk2u3yK9x3eh0Ovbu3YtMJrMIAjbFCAgh0HacO3eOkpKSRjGDXY3XXnuNyZMnt0pSkO6CuHu1Mj179sTGxqZVfN5bwieffEJpaSmDBg3ioYceYvbs2Xh4eJjXu7i4sHbtWoYPH05ERARbt25l48aNuLq6ArBu3TqmTp3K3LlzCQ0NZdKkSaSmplqU3JbJZNjb26PT6dBoNFdtrzW49957iY2NZcyYMbi7u/Pll1+2WttRUVFERUWxf/9+vvjiC6KiosyzKAALFixg7ty5LFiwgH79+jF9+nRuv/12PvroI/M2kydP5r333uO1114jMjKStLQ0fv3110bBwpcyd+5cHnroIeLj44mJicHR0ZG7774bg8FgHu1/6623ePXVV3nnnXcIDw9n/Pjx/PbbbwQHB1NVVUWvXr345ptv+O6774iIiGDVqlXm7EAqlarVrpFA0JUYebctAeFyaqtgxawaTh5ofjHGo7sb9ukvXIGuibq6OpKTk7GxsSE6OrqRO0pzKwsLrp26ujoOHz7MwIEDu/Rz4dChQ3z77bcsWrTI2qZ0KmRSF4vMqaurIycnh969e2Nnd/0ZIFpCeXk5OTk53HDDDV3a906r1VJXV2d2CxK0nOYWAtNqtdTW1mJvb49S+T+XhrfeeovVq1dz5syZK+7XEX4fgo6LTqczp8DtyqOx1eUSa1+p5VS6AYUNTHnRjqG3Xdv5GvQS8++soq4a5qyyJ1DUCLgqVVVV7N69G1dXVyIjI6/6rDDVDDAYDGJGoBWQJInff/8dhULBkCFDrG1OmxIXF2eeVRdcO6Ln1gY4OTmhVqsbBYt2NZRKJQqF4qp++YI/piWVgFUqFfb29vz9738nJSWFU6dOsWHDBpYsWUJ8fHw7WC0QdF4cnGU8tVRN1BgbDHrY8FYdmzdorylbzal0A3XVoHGR4R8mHqFXo7S0lJ07d+Lj40NUVNQfDhaJGYHW5dy5c5SWljaq3dPVSEpKIiUlxZy6W3DtiDtYGyCTyfD19aWwsNCi0FdX41K3IHGzbhktEQAmlEolZ86c4b777qNfv3688cYbzJ071yKlrEAguDK2Khnxr9lx658bRpt/+bier5ZoMeivLgSOmrICRSuQy0XsTVMUFRWxa9cuQkJC6N+//zXHKQkh0DqY3IAiIiK6tBuQJEm89NJLPP/88y1OyNKdESKgjdBoNDg5OZGfn29tU9qUS7MFtUbaz+7E9QgAEytXruTs2bMUFhaSlpbGggULurQLmkDQmsjlMu560o77n1Uhk8PuX3R8NL+W2uorC4Gju/Xs2tjQKRWpQZvm7Nmz/P7770RERFjUtblWhBC4PiRJ4tChQ3h4eJgLf3ZVfvzxR3JycnjuueesbUqnRIiANsTX15fi4mLq6uqsbUqbItyCmk9rCAATCoUCjUaDXq+npqZGFOARCJrJyLuVzHhTjdIOTvxu4O+zayi78L9BDaOxodLwmvm11FVDnwgFA0YIEXAlsrOzSUtLY9iwYfj5+bW4HSEEWs7Zs2e7hRuQXq/n5Zdf5rXXXjMXMBU0DyEC2hC1Wo2rqyvnzp2ztiltinALah6tKQBMmISA0WikqqpKzMoIBM1kwHAbZq+0x7GnjHNZRpY9WcP5bAO11RKfvFrHf9bVI0kwYpItTy1TY6sUrkCXIkkSR48e5eTJkwwfPtwiK11LEUKg+dTV1ZGent7l3YAAPv30U7RarbmYp6D5CBHQxvj4+FBeXk51dbW1TWlThFvQtdEWAsCEXC5Ho9Egk8moqqq6YoE1gUDQNP5hCuZ8aI+nv5yyCxIrnq7hvceqSU/Wo7CFv7xgx5+es8PGVgiAS9HpdPz+++/k5+czYsQIevTo0WptCyFw7XQnN6Da2lpef/113nzzTYsMeYLmIURAG6NUKvHw8OjyswEg3IL+iLYUACZkMhkODg7Y2tpSWVkpHpgCQTNx9Zbz3If29BmooK4aLpyVcHaX8ez79sRMECkrL6e6upqdO3ei1+sZNWoUjo6OrX4MIQSuDZMbUEREhLVNaXM++OAD3N3dmTx5srVN6dQIEdAOeHl5UV1dTXl5ubVNaVNMbkF6vb5LZ0VqCe0hAEzIZDLUajX29vZUV1dTV1cn4gQEgmZg7yhj5ntqRt9ny6BbbHh+jT0B4aIewOVcuHCBpKQk3N3diYmJadMRWSEErk51dTXp6ekMHDiwy4+MX7x4kXfeeYd33nlH1Ci6TsTVawdsbGzw8fHhzJkz1+Uqk5CQgIuLS+sZ1gZc6hZkMBgIDAxkxYoVTW5/+vRpZDIZaWlp5mUpKSkMGDAAW1tbJk2a1OY2tzXXKgBuvvlmnn322VY7rlKpRKPRoNVqRcCwQNBMbJUy7n3ajmmvq3HqKR6Vl5OTk8PevXvp378/AwYMaJfOmBACV8ZoNLJv3z58fX3x9va2tjltziuvvMKNN97IbbfdZm1TOj3iztZOeHh4IJPJrlpAbNq0achkMmQyGUqlkr59+7J48WL0+uaXtbcmSqUSpVJJTU3NH27r5+dHfn4+N9xwg3nZnDlziIyMJCcnh4SEBBYuXEhkZGSr25mfn8+UKVMICQlBLpdfsQP+3XffMWTIEFxcXHBwcCAyMpINGzZYbHPp52Z6xcbGAu07A3AlbGxscHR0FAHDAoGgVTAajRw6dIgTJ04QExNDQEBAux5fCIHGHD9+HKPRaPEc7ars27eP9evXs3LlymuuPSFoGiEC2gmZTIa/vz/5+flXdZWJjY0lPz+fzMxMc+GnJUuWtKOlrYNarQb4w9FnhUKBl5eXRW777OxsbrnlFnr16tWmMx9arRZ3d3cWLFjAwIEDr7hNz549eeWVV9i9ezeHDx/m4Ycf5uGHH2bz5s0W25k+N9Pryy+/tLoAMGEKGJbL5VRXVwshIBAIWoRWq2XXrl2UlpYyevRoXF1drWKHEAL/o6CggNOnTzN06FCrPWPaC6PRyFNPPcW8efPo27evtc3pEggR0I44Ojri4uLCmTNnmtxGpVLh5eVFQEAATz75JGPHjuWnn36y2Gbz5s2Eh4ej0WjMnU8TqampjBs3Djc3N5ydnRk9ejQHDhwwr5ckiYULF+Lv749KpcLHx4fZs2eb12u1WubNm4evry8ODg5ER0eTmJjYpL1NtWeKD5AkicrKSh555BEcHR3x9/dnzZo15v0vdQcy/V9SUsIjjzyCTCYjISGBRYsWcejQIfMoe0JCQjOuetMEBgaycuVKpk6dirOz8xW3ufnmm7n77rsJDw+nT58+PPPMM0RERJCcnGyxnelzM71cXFyuKgCqq6uZOnUqGo0Gb29vli5d2ujY1/JZrF27Fj8/P+zt7bn77rtZtmzZFYWT6fNQKpVotVrOnz/fvIslEAi6NWVlZezYsQOVSsWIESOwt7e3qj1CCDRkyDl48CARERFoNBprm9Pm/POf/6SwsJCXXnrJ2qZ0GYQIaGf8/PyoqKigoqLimrZXq9UWMwc1NTW89957bNiwgR07dpCXl8e8efPM6ysrK4mPjyc5OZk9e/YQHBxMXFwclZWVAHz77bcsX76cjz76iMzMTH744QeLgiKzZs1i9+7dfPXVVxw+fJj777+f2NhYMjMzr2jf1dpTKBTI5XKWL1/OoEGDOHjwIDNnzuTJJ58kIyPjitcmPz8fJycnVqxYQX5+PpMnT2bu3Ln079/fPMpuygYwfvx4NBpNk6/+/ftf0zW+ViRJYtu2bWRkZDBq1CiLdYmJiXh4eBAaGsoTTzzBuXPnrjoD8Pzzz5OUlMSPP/7Ib7/9RmJiooVYgz/+LFJSUnjiiSd45plnSEtLY9y4cbz11ltN2i+TyVCpVCiVSrKysti/f3+nczUTCATtiyRJZGdnk5ycTEBAAEOGDOkwVcm7sxAwGo3s378fLy+v6yrK1lm4ePEiL730EitXrrS6AO1SSF2M2tpa6dixY1Jtbe3/FhqNkqStav+X0XhFGwsKCqT09HTJYDBYLI+Pj5fuuuuu/zfZKG3ZskVSqVTSvHnzJEmSpHXr1kmAlJWVZd7ngw8+kDw9PZu8HgaDQXJ0dJQ2btwoSZIkLV26VAoJCZHq6+sbbZubmyspFArp3LlzFstvvfVWaf78+Vds/2rtSZIkBQQESH/+85+liooKyWg0SkajUfLw8JBWrVolSZIk5eTkSIB08OBB8z7Ozs7SunXrzO9ff/11aeDAgY3aPnv2rJSZmdnk6/Tp001el8sZPXq09Mwzz1xxXVlZmeTg4CDZ2NhIKpVK+uSTTyzWf/nll9KPP/4oHT58WPruu++ksLAwadCgQZJWq71ie5WVlZJSqZS+/vpr87KSkhJJrVabbbiWz2Ly5MnShAkTLNY/8MADkrOzc5Pnafp9lJaWSsnJydLWrVulsrKyJrcXdC/q6+ulH374ocnfs6B7odVqpT179ki//vqrVFxcbG1zmkSv10spKSnSjh07us1399ixY9LWrVslnU5nbVPahSeeeEIaP368ZGyiXyVoGR1Dzrc1uhpYbIWI+dfyQdm4lLWHhwfFxcUUFRXh5eVlse7nn39Go9Gg0+kwGo1MmTKFhQsXmtfb29vTp08f83tvb2+KiorM7wsLC1mwYAGJiYkUFRVhMBioqakhLy8PgPvvv58VK1YQFBREbGwscXFxTJw4ERsbG9LT0zEYDISEhFjYpNVqm/T9vFp7JqKiosz+8Wq1Gi8vLwubW4qvr+81b3vpVOmDDz7I6tWrr3lfR0dH0tLSqKqqYtu2bcyZM4egoCBuvvlmAP785z8DDSNmffv2JSgoiMjISHbu3Mmtt97aqL3s7Gzq6+uJjo42L+vZsyehoaHm99fyWWRkZHD33XdbrB82bBg///zzH56TnZ0dN910EydPnmTnzp3079+fwMBAEWglEAiAhpHXffv24ezszJgxYzp02knTjMDevXvZs2cPN954I7a2Xbemw4ULF8jOzmbUqFEdZlamLdm/fz/r16/n8OHD4hnVynT9b08HxBQknJmZSc+ePS1urmPGjGHVqlUolUp8fHwa/cAvv7HJZDKL4Nv4+HhKSkpYuXIlAQEBqFQqYmJizC5Ffn5+ZGRksHXrVrZs2cLMmTNZsmQJSUlJVFVVoVAo2L9/fyMXlqb8Da/WnslWpVKJg4MDlZWV2NjYIJPJWiU4dfz48ezcubPJ9QEBARw9ehTAIgWpk5NTs44jl8vNQUiRkZEcP36cd955xywCwDIL0A033ICbmxtZWVlXFAHXQks+i+Yik8kIDQ3F1dWVffv2UVxcTGRkZJd+eAoEgqsjSRJZWVlkZGQQHh5OUFBQp+h4dRchUFdXx/79+xkwYECzn2WdEVMw8Ny5c0UwcBvQPUSArX3DqLw1jtsElwYJXzqy7+DgcF1f9JSUFD788EPi4uIAOHPmDMXFxRbbqNVqJk6cyMSJE3nqqacICwsjPT2dqKgoDAYDRUVFjBw58pqP2VR7gwYNMm+jUCjM9QOai1KpxGAwNFr+8ccfX7U68aUPgNa8eRiNRrRarfm9dFkWoPz8fEpKSprM19ynTx9sbW3Zu3cv/v7+AJSWlnLy5ElGjx4NcE2fRWhoKKmpqRbLLn9/Lbi5uTFmzBgOHDhAYmIiQ4YMoUePHs1uRyAQdG60Wi0HDhygqqqK4cOHd7r7QFcXApIkceDAAdzc3MzPjq7OunXrKCgoYP78+dY2pUvSPUSATHZFtxxr06tXL44ePUpFRUWrKfrg4GA2bNjAkCFDqKio4Pnnnzen64SGgmMGg4Ho6Gjs7e357LPPUKvVBAQE4OrqygMPPMDUqVNZunQpUVFRXLhwgW3bthEREcGECRMaHe9q7V2OUqlEr9djNBqbVbgqMDCQnJwc0tLS6NWrF46OjqhUqma5AzWFaYagqqqKCxcukJaWhlKppF+/fgC88847DBkyhD59+qDVatm0aRMbNmxg1apVQEMg9muvvcaECRPo3bs3+/bt44UXXqBv377cfvvtVzymRqNh+vTpPP/887i6uuLh4cErr7xiUWwnJCTkDz+Lp59+mlGjRrFs2TImTpzIf//7X/7zn/+0aNROpVJx4403kpWVRUpKSqcaARQIBNdPcXEx+/btw9XVlZtvvrnTdp67shDIzMykpqaGoUOHdot7sykYeO3atSIYuI0Q2YGsiMnlJy8vr9Vyt3/yySeUlpYyaNAgHnroIWbPno2Hh4d5vYuLC2vXrmX48OFERESwdetWNm7caPYzX7duHVOnTmXu3LmEhoYyadIkUlNTmxx1+KP2LkUmk5kFSXOy0tx7773ExsYyZswY3N3d+fLLL5tzSa5KVFQUUVFR7N+/ny+++IKoqCjzLAo0pPKcOXMm/fv3Z/jw4Xz77bd89tlnzJgxA0mS0Ol0HD58mClTphAeHs706dMZPHgwO3fuRKVSNXncJUuWMHLkSCZOnMjYsWMZMWIEgwcPttjmjz6L4cOHs3r1apYtW8bAgQP59ddfee6557Czs2vRtZDJZAQHB3PTTTeRnZ3Nrl27WjRzIxAIOg96vZ709HT27NlDaGgoQ4YM6fSd5q6YNai4uJiTJ092ic/nWlmwYAFDhw7lrrvusrYpXRaZ1Jwh2U5AXV0dOTk59O7du8WdofZEkiSOHTuGq6troyDhroper6eqqsqct74zcrkLUEcp0vLoo49y4sSJJmMlrvX3odPpOHbsGGfPnqVfv34iaLiboNPp2LRpE3Fxcd2mo9GdKSkp4eDBg6hUKqKiorpcrnmDwcDevXsxGAydekagpqaGpKQkwsLC6N27t7XNaRf279/PyJEjOXz4sIgFaEPETICVMQUJnz9//qqVhLsSNjY22NvbU1NT0ynz1HckAfDee+9x6NAhsrKyeP/991m/fj3x8fHX3a6trS0DBw5k6NChZGZmilkBgaALodfrOXLkCLt37yYwMJARI0Z0OQEAXWNGQK/Xs3fvXnx8fLqNADAFA8+ZM0cIgDZGiIAOwLVUEu5qKJVK7OzsqK6ubjVXqPagIwkAgN9//51x48YxYMAAVq9ezd///ndmzJjRau17eHgwZswYHBwc2L59O6dPn25WPIdAIOhYlJSUkJiYyMWLFxk9ejR9+/bt0rN8nVkImAKBlUqlRVHPrk5CQgL5+fm8/PLL1jaly9M9AoM7AaYg4bKyMlxcXKxtTrugUqkwGAxUV1ej0Wg6/IOoowkAgK+//rrNj2Fra0tkZCQ+Pj6kpaVx/vx5IiMjRaCWQNCJMBgMHD9+nNOnTxMWFkafPn06/D23teiswcIZGRmUl5czatQoi8QRXZnz588zd+5c1q9fL54x7UD3+FZ1ApRKJX5+fuTm5nZKF5mWIJPJzD/yq6X67Ah0RAHQ3phmBezt7cWsgEDQibh48SLbt2/vNqP/V6KzzQicP3+e7OxsoqOjr5pkoishSRKPP/44EyZM4M4777S2Od0CIQI6EK6urtjb25ur+3YHTEJAp9NZ5N7vSAgB8D9MswJDhw7l5MmTJCcnU15ebm2zBALBFdBqtRw8eJBdu3YREBDAyJEjcXR0tLZZVqOzCIHy8nIOHDjAoEGDukVBMBMbNmxg3759/P3vf7e2Kd0GIQI6EDKZjICAAMrLyykrK7O2Oe2GQqHAwcGB2traDndTFgLgynh4eHDLLbfg6urKzp07OXz4cLcJbBcIOjqSJJGTk8O2bduor6/nlltuITg4uNuN/l+Jji4EtFote/fuJTg4uMmCk12R8+fP88wzz/DRRx/Rs2dPa5vTbRAioIOhVCrx9/fvVm5B0JAxyFRR+ErVga2BEABXx8bGhn79+nHzzTdTVVXFtm3byM3NFS5CAoEVuXjxIklJSWRnZzN48GBzIUfB/+ioQsBoNJKamkqPHj0ICQmxtjnthiRJPPbYY9xxxx3CDaidESKgA9KzZ89u5xYEDYHCtra2HSJjkBAA145GoyEmJoaBAweSkZHBzp07u9VMlkDQEbjU9cfb25sxY8bg6elpbbM6LB1NCEiSxOHDh9Hr9URFRXWrWZtPP/2U/fv3s3LlSmub0u0QIqADcqlbUGlpqbXNaVfUajVyuZyamhqrjSgLAdB8ZDIZPj4+3HLLLbi5uZGcnMyhQ4eEi5BA0MZcyfUnNDRU3LeugY4kBHJycigoKGDYsGHY2HSfxI3nzp3j2WefZc2aNcINyAoIEdBBMbkF5eXlmd2CEhISOl360MDAQFasWNHk+tOnTyOTyUhLSwMaOpMHDx4kOjoapVLJpEmT2sVOE20lABYuXEhkZGSrtNWRudRFqLq6mm3btpGTk2P1mR2BoCty4cIF4fpznXQEIXDhwgWOHTvG0KFDu9XnZ3IDmjhxIhMnTrS2Od0SIQI6ENOmTUMmkyGTyVAqlURHR/PPf/6TU6dOWdu0NsPPz4/8/HxuuOEG87J58+YRFRXFoUOH+Oijj9q0A/3BBx8QHh6OWq0mNDSUTz75pJEA+Pe//01YWBh2dnYMGDCATZs2tYktXQmTi1BkZCSnTp3iv//9L+fOnRPxAgJBK1BWVsauXbv4/fff8fHxEa4/14k1hUBZWRm///47ERERuLq6tttxOwLr16/n4MGDwg3IiggR0MGIjY0lPz+fzMxM5s6dy/vvv8/777/fZd2CFAoFXl5eFtOf2dnZ3HrrrYSEhJgLirUFq1atYv78+SxcuJAjR47wyiuv8Nxzz7F9+3azANi1axd/+ctfmD59OgcPHmTSpElMmjSJI0eOtIlNXQmZTGb2TQ4ODubIkSMkJSVRVFRkbdMEgk5JVVUVqampJCcn4+zszLhx4wgJCRGuP62ANYRAdXU1e/bsISQkBH9//zY/Xkfi7NmzZjegHj16WNucbosQAR0MlUqFl5cXAQEBPPnkk4wdO5Y9e/aQm5tr7gxv3ryZ8PBwNBqNWTSYSE1NZdy4cbi5ueHs7Mzo0aM5cOCAeb0kSSxcuBB/f39UKhU+Pj7Mnj3bvF6r1TJv3jx8fX1xcHAgOjqaxMTEJu39o/YAampqeOSRR3B0dMTf3581a9aY113qDmT6v6SkhEceeQRbW1u+/fZb3nzzTQ4dOmSeJUlISLjOq9zAhg0bePzxx/nTn/6Ej48Pd911FzNmzOC9994zb7Ny5UpiY2N5/vnnCQ8P54033mDQoEH84x//uGrb7777Lp6enjg6OjJ9+nTq6uoabfPxxx8THh6OnZ0dYWFhfPjhhxbrd+3aRWRkJHZ2dgwZMoQffvjBwnWqsyCXywkICGDs2LH4+vqyb98+UlJSuqywFQham7q6Og4dOsT27duxtbXl1ltvpX///iiVSmub1qVoTyFQV1fH7t278fX1pW/fvm12nI6IJEk8+uij3HXXXdxxxx3WNqdbI0RAB0etVmM0GtFoNJSUlFBTU8N7773Hhg0b2LFjB3l5ecybN8+8fWVlJfHx8SQnJ7Nnzx6Cg4OJi4ujsrISgG+//Zbly5fz0UcfkZmZyQ8//MCAAQPM+8+aNYvdu3fz1VdfcfjwYe6//35iY2PJzMy8on1/1B7A0qVLGTJkCAcPHmTmzJk8+eSTZGRkNGrL5Brk5OTEihUryM/PZ8qUKTz77LOEhYVx5swZ8vPzmTx5MgDjx49Ho9E0+erfv/9Vr61Wq0WlUlnEADg4OPD777+bb/67d+9m7NixFvvdfvvt7N69u8l2v/76axYuXMjbb7/Nvn378Pb2btTB//zzz3nttdd46623OH78OG+//Tavvvoq69evB6CiooKJEycyYMAADhw4wBtvvMGLL7541fPp6CgUCoKDgxk7diw9evQgJSWF1NRUqqqqrG2aQNAh0el0HDt2jK1bt6LVarn55puJjIxErVZb27QuS3sIAZ1Ox549e3BxceGGG27oVpmAANatW8fhw4evGi8oaCekLkZtba107Ngxqba21rzMaDRK9fW6dn8ZjcZm2R4fHy/dddddZpu3bNkiqVQqad68eVJ9fb20aNEiCZCysrLM+3zwwQeSp6dnk20aDAbJ0dFR2rhxoyRJkrR06VIpJCREqq+vb7Rtbm6upFAopHPnzlksv/XWW6X58+dfsf2rtSdJkhQQECA9+OCD5vdGo1Hy8PCQVq1aJUmSJOXk5EiAdPDgQfM2zs7O0rp168zvX3/9dSkiIkIqKyuT9Hq9efnZs2elzMzMJl+nT59u8rpIkiS99NJLkqenp5SYmCjpdDopNTVV8vT0lADp/PnzkiRJkq2trfTFF19Y7PfBBx9IHh4eTbYbExMjzZw502JZdHS0NHDgQPP7Pn36NGr3jTfekGJiYiRJkqRVq1ZJrq6uFt/jtWvXNrpWzeVKvw9rUVNTIx08eFD66aefpIMHD0pVVVXWNqnbU19fL/3www9N/p4F7UN9fb108uRJ6ZdffpGSk5OlkpISa5vU7dDr9VJKSoq0Y8eOVv096PV6KTk5WUpJSZEMBkOrtdtZyMvLk5ycnKSff/7Z2qYIJEnqFnmo9HoDn6z/vt2POz3+bmxtm3eJf/75ZzQaDTqdDqPRyJQpU1i4cCG2trb07NkTOzs7C99Bb29vCx/rwsJCFixYQGJiIkVFRRgMBmpqasw1B+6//35WrFhBUFAQsbGxxMXFMXHiRGxsbEhPT8dgMDQqUqLVapsMWLpaeyYiIiLM/8tkMry8vJrtFy6Tycw1BDQaDXK5HF9f32veX6PRmP9/8MEHWbVqFc8//zxnzpxh7NixSJKEp6cn8fHx/O1vf0Mub/kk2fHjx3niiScslsXExLB9+3agwQ80Ozub6dOn8+ijj5q30ev1ODs7A5CRkUFERAR2dnbm9cOGDWuxTR0RtVpNZGQkffr04eTJk/z3v//F29ub4OBg83UQCLoTWq2W7OxscnJycHJyYvDgwXh4eHS7keKOgGlGYO/evezZs4cbb7wRW1vb62pTkiQOHDiAXq9n+PDh1/Wc6YxI/58N6O6772bChAnWNkcAdAsR0JkYM2YMq1atQqlU4uPjY9GZdnBwwNbWltOnT9O3b1+zj7x0ScaV+Ph4SkpKWLlyJQEBAahUKmJiYsz52v38/MjIyGDr1q1s2bKFmTNnsmTJEpKSkqiqqkKhULB///5GgWaXdqIv5WrtmW6Yl984ZTJZi1JGmioKV1dX4+DgwIQJE9i5c2eT2wcEBHD06FEACz96R0dH6urqUCgUrF+/nnXr1lFYWIi3tzdr1qzB0dERd3d3ALy8vCgsLLRot7CwEC8vr2bbb8Lk/rJ27Vqio6Mt1nXHAD9HR0cGDx5MWFgYWVlZ7NixA3d3d4KDg7tdtgxB96SmpoasrCzy8vJwdXUlOjoaV1dX0fm3Mq0pBCRJIj09nfLyckaOHNmtagGYWLlyJUePHuWLL76wtimC/6dbfAttbBRMj7/bKsdtLg4ODk0GCclkMuRyObW1tU12RFNSUvjwww+Ji4sD4MyZMxQXF1tso1arzXl5n3rqKcLCwkhPTycqKgqDwUBRUREjR468Zpubam/QoEHNOPOmUSqVGAwGZDIZ9vb2VFdXU1NTw9q1a68YcGvi0pu16ZpKV6gDoFAo6NWrFwBfffUVd9xxh3mEJiYmhm3btvHss8+a29qyZQsxMTFNHjc8PJy9e/cydepU87I9e/aY//f09MTHx4dTp07xwAMPXLGN0NBQPvvsM3PcAjQEfXdlHBwcGDhwIKGhoWRnZ7Nnzx6cnZ0JDg4Wo6GCLkllZSWZmZmcO3cOLy8vRowY0elqwXR1WksIZGZmcv78eUaNGmW+p3cnUlNTefnll9m6davIBtSB6BYioMGVpOucalBQECdPnrzi6HxwcDAbNmxgyJAhVFRU8Pzzz1sEkSUkJGAwGMxFZT777DPUajUBAQG4urrywAMPMHXqVJYuXUpUVBQXLlxg27ZtREREXHH67mrttRaBgYHk5OSQlpZGr169cHBwQK/X06NHD+zt7a+5c3i5AMjOzub3338nOjqa0tJSli1bxpEjR8zBuQDPPPMMo0ePZunSpUyYMIGvvvqKffv2WWQ4upxnnnmGadOmMWTIEIYPH87nn3/O0aNHCQoKMm+zaNEiZs+ejbOzM7GxsWi1Wvbt20dpaSlz5sxhypQpvPLKKzz22GO89NJL5OXlmbMWdfXOsJ2dHf379yckJIScnBwOHDiAWq0mODgYHx+fLn/+gq5PaWkpmZmZFBYW4ufnx5gxY5qcbRVYn+sVArm5uWRmZjJixIhuVQzMRHl5OZMnT+b111/npptusrY5gkvoXg5pXQSNRmMeSb48h/4nn3xCaWkpgwYN4qGHHmL27Nl4eHiY17u4uLB27VqGDx9OREQEW7duZePGjWa3i3Xr1jF16lTmzp1LaGgokyZNIjU1tckcxn/UXmtw7733Ehsby5gxY3B3d+df//oXDg4OGAwGamtrr6kA1ZVmAAwGA0uXLmXgwIGMGzeOuro6du3aRWBgoHm/m266iS+++II1a9YwcOBAvvnmG3744QeL4maXM3nyZF599VVeeOEFBg8eTG5uLk8++aTFNjNmzODjjz9m3bp1DBgwgNGjR5OQkEDv3r0BcHJyYuPGjaSlpREZGckrr7zCa6+9BmARJ9CVsbW1JSQkhHHjxuHv78/Ro0fZunUrWVlZZvc2gaCzYDQaOXfuHMnJyaSkpGBvb8/YsWOJjIwUAqAT0NKsQfn5+aSnpxMdHd0tY52k/08HGhISwvPPP29tcwSXIZOupQfViairqyMnJ4fevXt36c6SJElkZWUhk8no06dPtxwdNRgMVFVVoVKprvpZX0kAdEY+//xzHn74YcrLy1ucIrAz/z6MRiP5+fnk5ORQVlZGr1696N27d7d8sLYVOp2OTZs2ERcXd91BkIIG6urqyM3N5fTp08jlcnr37o2/v7/I8d9JMRgM7N27F4PB8IczAsXFxezZs4dBgwbh4+PTjlZ2HD766CMWLVpEWlqaxYCkoGPQdXxkuhkymYzAwECOHTvGhQsXuuWPS6FQoNFozIG2V+rUdmYB8OmnnxIUFISvry+HDh3ixRdf5E9/+lO3zRFuygjl6+tLeXk5OTk57Ny5E2dnZwIDA/Hx8elUn6+g6yJJEiUlJZw+fZr8/HxcXV0ZOHAgnp6e3XLApitxra5BJgEQERHRbQXA4cOHmTNnDr/88ku37KN0BoQI6MTY2toSFBREZmYmGo2mW/oaKhQKHBwcqK6uBiyFQGcWAAAFBQW89tprFBQU4O3tzf33389bb71lbbM6BM7OzkRGRtKvXz/OnDnDyZMnOXLkCH5+fgQGBgr3CoFVqK+v58yZM5w+fRqtVou/vz8333wzjo6O1jZN0Ir8kRAoKSlh7969DBgwoElX2q5OVVUVf/rTn3jhhRe4+eabrW2OoAmEO1AX4Pz585SUlNCvX79O19FtLfR6PdXV1WbXoM4uANqKrvr7uHzktUePHvj5+eHj4yPcWpqBcAdqPkajkaKiIs6ePUtBQYGYmepGXMk16OLFi+zevZv+/ftbxJd1N+Lj48nLy2Pr1q3id9CBETMBXQBvb28qKyvJzc2ld+/e3XK62cbGBgcHB6qqqsx1CIQA6D7IZDLc3Nxwc3NDq9Vy9uxZTp8+zeHDh/H09KRXr154enqK74KgVZAkidLSUs6ePcu5c+eQy+X06tWLUaNG4eTkZG3zBO3E5TMCYWFh/P7774SHh3drAbB+/Xo2bdrEoUOHxD23gyNEQBdAJpMRFBTE0aNHKSkpwc3NzdomWQUbGxuLGAFHR0dxA+qGqFQq+vTpQ58+faisrOTs2bMcPXqUtLQ0fHx86NWrlyjEJGgRVVVVnD17lrNnz6LVavH19WXo0KHi+9SNMQmB5ORkdu/eTVhYmEU66O7GiRMnmDVrFv/+97+7bSxEZ0KIgC6CKT4gKysLBweHbhk8KkkSOp3OXEVZp9MJEdDNcXR0JDw8nLCwMPPIbWpqKgqFAl9fX3r16oWTk5PowAmapK6ujnPnznH27FkqKirw9PSkX79+YmZJYKa8vJyqqirs7e0pLCykd+/e3dKdrra2lj/96U889dRTxMbGWtscwTUgREAXwsnJCU9PT7KzswkPD+9WD6jLYwAkSbpisLCgeyKTyejZsyc9e/bkhhtuMPtw79y5E6VSiZeXF15eXri5uZmrRQu6J5IkUVFRQUFBAQUFBZSXl9OzZ08CAgLw8fERqT0FFphiAMLDwwkICLjuysKdmeeeew6NRsMbb7xhbVME14gQAV0MHx8fKisrOXPmTLfxSWwqCLiprEGC7o1cLjd3+g0GA8XFxRQUFHDw4EH0ej0eHh54eXnh6ekpOnzdBIPBQElJibnjX19fj4eHB71798bT0xOVSmVtEwUdkJKSEvbs2UO/fv3MhR6vp7JwZ+brr7/m66+/5uDBg93mnLsCQgR0MUzxAceOHaO4uLjLxwdcLQuQKVhYCAFBUygUCjw9PfH09CQiIoLy8nIKCgrIzs7m4MGD9OzZ0ywYHBwchNtQF0Kr1VJUVERBQQGFhYXY2tri5eXFwIEDcXNz61YzqYLmU1xczN69extlAbrWOgJdiRMnTvDoo4+yfv16AgICrG2OoBmIee9OREJCAi4uLn+4nVKpJCgoiLy8PHOQrLUIDAxkxYoVTa4/ffo0MpmMtLQ087KUlBQGDBiAra0tkyZNanLfa0kDahICWq2W2tparJURd9q0aVc9F4H1kclkuLi4EBYWxs0338y4cePw9fXlwoULbN++nS1btrB//35yc3Oprq622ndJ0DLq6+s5f/486enpbN++nV9//ZXs7GycnJwYMWIEt912m7mglxAAgqtRVFTEnj17uOGGG644424SAgqFgj179qDT6drfyHaitLSUO++8k1mzZolnXCdEiIAOxLRp05DJZMhkMpRKJX379mXx4sXo9fpmt+Xk5ISvry/Z2dnU19e3gbWtg5+fH/n5+dxwww3mZXPmzCEyMpKcnBwSEhJYuHAhkZGRFvs1pw6AKWtQfX19k0IgJSUFGxubRsdZuHCh+TMxvcLCwq7rnAWdA7VaTe/evYmJiWH8+PFERUVhb29PXl4e27ZtE6Kgg1NfX09+fr650/+f//yHEydOYDQaCQ0NJTY2lptvvpnQ0FBcXFzELI/gmjh79iy///47AwcOvOqod3cQAnq9nsmTJxMWFibiADopwh2ogxEbG8u6devQarVs2rSJp556CltbW+bPn9/stjw8PKitrSUrK4uwsLAOGfCoUCjw8vKyWJadnc0TTzxBr169rrhPSwqBKRQKNBoN1dXV1NTUYG9vb37ol5WVMXXqVG699VYKCwsb7du/f3+2bt1qfm9jI3423Q0bGxvc3d1xd3cHGh5+paWlFBcXk5eXx6FDh7Czs8PV1RVXV1ecnZ1xcnISI8rthCkRQFlZmflzqaiowNHREVdXV0JCQnB1dRUugYLrIjs7m+PHjzNs2DA8PDz+cPuu7hr0wgsvcP78eXbt2tUh+xeCP0Z8ah0MlUqFl5cXAQEBPPnkk4wdO5affvrJYpvNmzcTHh6ORqMhNjaW/Px887rU1FTGjRuHm5sbLi4uxMfHc/z4cU6fPo0kSUiSxMKFC/H390elUuHj48Ps2bPN+2u1WubNm4evry8ODg5ER0eTmJjYpL1/1B5ATU0NjzzyCI6Ojvj7+7NmzRrzukvdgUz/l5SU8MgjjyCTyUhISGDRokUcOnTIPBK/du3aFhUCMwkBo9FIdXU1RqMRgCeeeIIpU6YQExNzxf1sbGzMfuGmDDJXw2AwMGfOHFxcXHB1deWFF15oNEpsNBp555136N27N2q1moEDB/LNN99YbPPTTz8RHByMnZ0dY8aMYf369chkMsrKyq75nAVtg0kUhIeHM3LkSOLi4oiMjEStVnPu3Dl2797NL7/8QmJiImlpaeTk5FBaWorBYLC26Z0eSZLM9R+OHDlCcnIymzZtYvv27WRnZ2M0GgkJCeH222/nlltuYeDAgfj6+goBIGgxkiRx7NgxTp48yfDhw69JAJjoqjMC69atY/369fz444+iQF4nplsMaUqSBForuMSolNc9xaxWqykpKTG/r6mp4b333mPDhg3I5XIefPBB5s2bx+effw5AZWUl8fHxvP/++0iSxNKlS3nqqaf4/vvvUavVpKSksHz5cr766iv69+9PQUEBhw4dMrc/a9Ysjh07xldffYWPjw/ff/89sbGxpKenExwc3Mi+b7/99qrtASxdupQ33niDl19+mW+++YYnn3yS0aNHExoaarGdyTUoNDSUxYsXM3nyZJydnTly5Ai//vorW7Zsoa6uDrVajUaj4Y477mDnzp1NXruAgACOHj1qsUwul5tnBKqqqvj3v//NqVOn+Oyzz3jzzTev2E5mZiY+Pj7Y2dkRExPDO++8g7+/f5PHXbp0KQkJCfzzn/8kPDycpUuX8v3333PLLbeYt3nnnXf47LPPWL16NcHBwezYsYMHH3wQd3d3Ro8eTU5ODvfddx/PPPMMM2bM4ODBg8ybN6/JYwqsi42NDR4eHubOgSRJ1NTUUFZWRllZGfn5+Rw/fhy9Xo+TkxPOzs64uLig0WjQaDTY2dkJd5QrUF9fT1VVFVVVVVRUVFBWVkZ5eTlGoxEnJydcXFzw8/NjwIABODo6itFIQatjNBo5dOgQFy5cYMSIETg6Oja7ja42I7Br1y5mzZrFxo0b6dOnj7XNEVwH3UIEoK2nZvKcdj+s/b+WgV3LUstJksS2bdvYvHkzTz/9tHm5Tqdj9erV5h/erFmzWLx4sXn9pR1NgDVr1uDi4sL58+dRqVRkZGTg5eXF2LFjsbW1xd/fn2HDhgGQl5fHunXryMvLM1f6mzdvHr/++ivr1q3j7bffbmRnXl5ek+2ZiIuLY+bMmQC8+OKLLF++nO3btzcSASbXIJlMhrOzs9lNSKPRYGNjg4uLi8UMwMcff0xtbW2T17Cpm6xMJsPBwYHDhw8zf/58kpKSmnTxiY6OJiEhgdDQUPLz81m0aBEjR47kyJEjTT4MVqxYwfz587nnnnsAWL16NZs3bzav12q1vP3222zdutU8+xAUFERycjIfffQRo0eP5qOPPiI0NJQlS5YAEBoaypEjR3jrrbeaPF9Bx8H0HXNwcMDX1xf4nzAoLy+nrKyMgoICqqqqqKmpMc9SOTg4mIWB6f+unqbUYDCYRbnpZXpfX1+PSqXCwcEBZ2dn0eEXtCt6vZ59+/ZRW1vLyJEjr6sIZ1cRAmfOnOGee+7hb3/7W6P+hqDz0T1EQCfi559/RqPRoNPpMBqNTJkyhYULF5rX29vbWyhvb29vioqKzO8LCwtZsGABiYmJFBUVYTAYqKmpobCwkDFjxjBo0CBWr15NUFAQsbGxxMXFMXHiRGxsbEhPT8dgMBASEmJhk1arxdXV9Yr23n///axYseKK7ZmIiIgw/y+TyfDy8rKw+Y+QJAmj0djIBcjUuboWNBqN+f8HH3yQDz74gBkzZrBgwQJ8fHyaDL4eP368xXlER0cTEBDA119/zfTp0xttX15eTn5+PtHR0eZlNjY2DBkyxOwSlJWVRU1NDePGjbPYt76+nqioKAAyMjIYOnSoxfrLxZWgc3GpMDCJbPhfJ/jSjnBJSQlVVVVotVqUSiX29vbY2dk1eqlUKvPfjjaTYKraXVdXh1arpa6uzvwyva+pqaG2ttYsgkwvd3d38/+dsaMk6PzU19ezZ88e5HI5I0aMaJXvYWcXAjU1NUyaNIm77rrLPLAn6Nx0DxGgUjaMylvhuM1lzJgxrFq1CqVSiY+PT6MR6stvGDKZzMLfPD4+npKSElauXElAQAAqlYqYmBjq6+vp2bMnERERfPfdd5w7d47//ve/zJw5kyVLlpCUlERVVRUKhYL9+/c38rW/tBN9KX5+fmRkZLB161a2bNli0Z7J1ivZbPLH/yMkSUKv1yNJUqMYgPHjx1+zO9ClKUidnJyorKxk3759HDx4kDlzGmaJjEYjkiRhY2PDb7/9dsVRDhcXF0JCQsjKyrom+6+EKW3rL7/80kjIiKJE3Q+FQoGTk9MV/Wp1Op15tsDUgTaJBNN7nU6HTCZDpVKhUqlQKpXY2Nhc8aVQKLC1tUWhUGBjY2MeTTfF25jEcEVFhfm3Zool0uv16PV6DAaD+f+mXibbjEYjCoWikWhxdnbG09PT7NrXEUWMoPtSW1vLrl270Gg0DBkypFUD/DurEJAkiUceeQQHBwfef/998XvtInQLESCTyVrsltPeODg40Ldv3xbvn5KSwocffkhcXBzQMHVXXFxsXu/j40NtbS1OTk7ceeedPPXUU4SFhZGenk5UVBQGg4GioiJGjhx5zcdUq9VMnDiRiRMnWrQ3aNCgFp8H/C8LkOkGfPmNuDnuQJdfU6PRSHp6uvm9TqfjH//4B8nJyXz77bfm6o+XU1VVRXZ2Ng899NAV1zs7O+Pt7c3evXsZNWoU0DClvH//fvP16NevHyqViry8PEaPHn3FdkJDQ9m0aZPFstTU1CbPVdA1sbW1pUePHvTo0aPJbQwGg8VIu06ns+iQ63Q6amtrG3XUDQaDWYybBhJMf/fu3WsWBtBwDzUJhyu91Gq1hci4tMNvY2MjOgyCTkNFRQW7d+/G09OTgQMHtsl3tzMKgbfffps9e/aQmpra5V0UuxPdQgR0J4KDg9mwYQNDhgyhoqKC559/3sKPcf369eh0Otzd3blw4QKbN29GrVYTEBCAq6srDzzwAFOnTmXp0qVERUVx4cIFtm3bRkREBBMmTGh0vISEBAwGA9HR0djb2/PZZ5+Z27seLk0DGhISQk5ODmlpafTq1QtHR0dUKlWz3IEuRy6XW9QmgAaBZKrPYMokMm/ePCZOnEhAQADnz5/n9ddfR6FQ8Je//KXJtp955hneffddgoODCQsLY9myZRYZfRwdHZk3bx7PPfccRqORESNGUF5eTkpKCk5OTsTHx/P444+zbNkyXnzxRaZPn05aWhoJCQkAokMlsEChUGBvb4+9vf11t6XT6di0aRPjxo3r8J0SgaC1uXjxInv27CEoKIjQ0NA2vdd2JiHw448/8u6775KcnGxOkyzoGojIqi7GJ598QmlpKYMGDeKhhx5i9uzZFunMXFxc+OSTT4iPj+e2227jP//5Dxs3bjT7/K9bt46pU6cyd+5cQkNDmTRpEqmpqU1mw3FxcWHt2rUMHz6ciIgItm7datFeS9HpdOYYgPvvv5/Y2FjGjBmDu7s7X3755XW13RQKhQK5XI5Wq6WmpgZJkjh79ix/+ctfCA0N5U9/+hOurq7s2bPnqjfCuXPn8tBDDxEfH09MTAyOjo7cfffdFtu88cYbvPrqq7zzzjuEh4cTGxvLL7/8Yp6B6N27N9988w3fffcdERERrFq1ildeeQUQLkMCgUDQ2pw7d45du3YRHh5OWFhYuwy2dIb0oenp6Tz00EMkJCQwcOBAa5sjaGVkUhcrc1lXV0dOTg69e/cWeaH/gMrKSjIzMwkODm5R2rO2oCWFwFobU6CmXC7H3t6+w2Qheeutt1i9ejVnzpxpcRvi9yG4GqaZgLi4uA47KikQtCaSJHHixAlOnTrF4MGDGxWvbA8MBgN79+7FYDB0qBmB4uJihg0bRnx8PK+//rq1zRG0AR2jdyOwCo6Ojvj5+ZGdnU1dXZ21zekQAgD+V1QMGmIArFXg6cMPPyQ1NZVTp06xYcMGlixZQnx8vFVsEQgEgq6GTqfj999/59y5c4waNcoqAgA65oxAXV0d99xzD4MGDeLVV1+1tjmCNkKIgG6Ou7s7bm5uZGZmUl9vhYJq/09HEQAm5HI5Dg4O2NraUllZaZWbcmZmJnfddRf9+vXjjTfeYO7cuRbpYgUCgUDQMqqrq9m5cyd6vZ5Ro0ZZfTa8IwkBg8HAlClT0Ov1fPrppx1mNlzQ+gh3IAGSJHH69GlqamoIDQ1tsnBWWx6/IwmAy6mvr6empqbD5mNvDuL3Ibgawh1I0B24cOECqamp+Pn50b9//w7VybW2a5AkSTzxxBPs3LmT5ORkevbs2a7HF7QvHeebL7AaMpmMgIAAlEol2dnZ15zDvzXo6AIAQKlUotFoLAKGBQKBQND5yMnJYe/evfTv358BAwZ0KAEA1p8RWLRoEZs2bWLz5s1CAHQDOta3X2A15HI5QUFBGI1GcnJy2qWj2xkEgAkbGxscHR0xGo1UVVW1q1ASCAQCwfVhNBo5dOgQJ06cICYm5rrTWLcl1hICq1at4v3332fz5s34+fm1yzEF1kWIAIEZhUJBcHAwtbW15OXltakQ6EwCwIRcLkej0SCXy6msrDRXVxUIBAJBx0Wr1bJr1y5KS0sZPXr0daewbg/aWwh88803vPDCC/z888/069evTY8l6DgIESCwwMbGhuDgYMrKysjPz2+TY3RGAWBCJpNhb2+PSqWiqqrKqsHUAoFAILg65eXl7NixA5VKxYgRI1qlqF570V5CIDExkWnTpvHll18SExPTJscQdEyECBA0QqVSERISQmFhIRcuXGjVtjuzADAhk8mws7PDwcGBmpoaEScgEAgEHZAzZ86QnJyMv78/Q4YMafekF61BWwuBtLQ0Jk2axD/+8Q/uuOOOVm1b0PERIkBwRdRqNcHBwZw5c4bS0tJWabMrCIBLsbW1xdHREYPBYNV6AgKBQCD4H3q9noMHD5Kens7gwYMJDQ3t1Fnd2koInDp1ivHjxzN//nymTZvWKm0KOhdCBHQiEhIScHFxabfjaTQagoKCyMnJobKyskVtBAYGsmLFiiYFwOnTp5HJZKSlpZn3SUlJYcCAAdja2jJp0qRWOJPWIzExEZlMRllZGfC/wmIKhYLKykrhHiQQCARWpKKigh07dlBVVcWYMWOsVgCstWltIVBUVMTtt9/On//8Z1544YVWslLQ2RAioAMxbdo0ZDIZMpkMpVJJ3759Wbx4sVUDUF1cXPD39ycrK4uampoWtXG1GQA/Pz/y8/O54YYbzMvmzJlDZGQkOTk5JCQksHDhQiIjI6/3VDh8+DAjR47Ezs4OPz8//va3v113m/C/OAF7e3tqa2uFe5BAIBC0M5IkkZuby44dO/D29mb48OGo1Wprm9WqtJYQqKysZPz48QwdOpSlS5d26lkSwfUhREAHIzY2lvz8fDIzM80VYpcsWWJVm9zc3PDy8iIzMxOtVtvs/fV6fZMuQAqFAi8vLwtfzezsbG655RZ69erVajMfFRUV3HbbbQQEBLB//36WLFnCwoULWbNmTau0D/+rJ2AwGKisrBTuQQKBQNAO6HQ69u/fz/Hjxxk2bBjh4eEdLv9/a3G9QkCr1XL33Xfj6upKQkJCl71OgmtDfPodDJVKhZeXFwEBATz55JOMHTuWn376yWKbzZs3Ex4ejkajMYsGE6mpqYwbNw43NzecnZ0ZPXo0Bw4cMK+XJImFCxfi7++PSqXCx8eH2bNnm9drtVrmzZuHr68vDg4OREdHk5iYiJeXFz169ODkyZMWN52rtSdJEpIkUVlZybPPPmueVbi0432pO5Dp/5KSEh555BFkMhkJCQksWrSIQ4cOmWdJEhISmn1dP//8c+rr6/nnP/9J//79+fOf/8zs2bNZtmzZVffbtGkTISEhqNVqxowZw+nTpxttk5yczMiRI1Gr1QQGBvLyyy9TX19PZWUlWq2W/Px8JkyYgFqtpnfv3nzxxRdmNymBQCAQtJyysjKSkpLQarXcfPPNeHh4WNukNqelQsBgMBAfH095eTnffvstSqWyjS0VdHS6hQiQJKjWtv+rNTxC1Gq1hZ95TU0N7733Hhs2bGDHjh3k5eUxb9488/rKykri4+NJTk5mz549BAcHExcXZ/bp//bbb1m+fDkfffQRmZmZ/PDDDwwYMMC8/6xZs9i9ezdfffUVhw8f5v777yc2NpasrCz8/PxwcHCwEAJNtWdyAZIkiQ8++IChQ4dy8OBBZs6cyZNPPklGRkajczW5Bjk5ObFixQry8/OZPHkyc+fOpX///uTn55uXAYwfPx6NRtPkq3///ua2d+/ezahRoyxuerfffjsZGRlNBj6fOXOGe+65h4kTJ5KWlsaMGTN46aWXLLbJzs4mNjaWe++9l8OHD/Ovf/2LlJQUnn/+eRwcHKirq+OBBx7g/PnzJCYm8u2337JmzRqKioqu+TsgEAgEAkskSeLUqVMkJyfj5+fHTTfdhJ2dnbXNajeaKwSMRiMzZswgLS2NX375BUdHx3ayVNCR6Xz5slpATT1oZrb/cas+BAdVy/aVJIlt27axefNmnn76afNynU7H6tWr6dOnD9DQaV+8eLF5/S233GLRzpo1a3BxcSEpKYk77riDvLw8vLy8GDt2LLa2tvj7+zNs2DAA8vLyWLduHXl5efj4+AAwb948fv31V9atW8fbb79N7969OXXqFCdPniQ0NPSK7Q0dOtQcAyCXy4mLi2PmzIYP4MUXX2T58uVs376d0NBQC1tNrkEymQxnZ2dzQJdGo8HGxqZRgNfHH39MbW1tk9fQ1tbW/H9BQQG9e/e2WO/p6Wle16NHj0b7r1q1ij59+rB06VIAQkNDSU9P569//at5m3feeYcHHniAZ599FoDg4GD+/ve/M3r0aFatWsW5c+fYvn0727dvZ/DgwdjY2PDxxx8THBzcpN0CgUAgaJr6+nrS0tIoLS0lJiamUxT/agtMQmDv3r3s2bOHG2+80eK5Z8JoNPL444+TkpJCYmJit5gtEVwb3UIEdCZ+/vlnNBoNOp0Oo9HIlClTWLhwoXm9vb29WQAAeHt7W4wqFxYWsmDBAhITEykqKsJgMFBTU0NeXh4A999/PytWrCAoKIjY2Fji4uKYOHEiNjY2pKenYzAYCAkJsbBJq9Wab7IymcxCCNx9990W7Y0fP55x48ZhNBrRaDQAREREmNuSyWR4eXm1yki4r6/vdbdxNY4fP050dLTFsssLqRw6dIjDhw/z+eefm5dJkoTRaCQnJ4fMzExsbGwYOnQoVVVVqNVq+vTpc0XRIRAIBIKrc/HiRfbt24eTkxM333wzKlULR9q6CH8kBCRJYubMmWzfvp2kpCTzAJ9AAN1EBNgrG0blrXHc5jJmzBhWrVqFUqnEx8enUXGTy1W+TCazyEQTHx9PSUkJK1euJCAgAJVKRUxMjNmlyM/Pj4yMDLZu3cqWLVuYOXMmS5YsISkpiaqqKhQKBfv3728UwGvq0API5XKCgoI4deoUtbW1HD16lMTERH777TdmzpxJQEAASUlJ5jauZLPRaGz+xbmM8ePHs3PnzibXBwQEcPToUQC8vLwoLCy0WG96fz0p5Kqqqnj88cct4ipM+Pv7c/LkSaDBrUupVFJTU9Pm5d8FAoGgq2EwGDhx4gQ5OTmEhYXRp08fkdXm/2lKCEiSxNNPP83mzZtJSkpq84EzQeejW4gAmazlbjntjYODA3379m3x/ikpKXz44YfExcUBDX7txcXFFtuo1WomTpzIxIkTeeqppwgLCyM9PZ2oqCgMBgNFRUWMHDnyqscxCYHs7GzOnj3L+PHjGTt2LPHx8QwdOpRjx44xaNCgFp/HpSiVyitm2mmOO1BMTAyvvPIKOp3OvHzLli2EhoY2OSofHh7eKCh7z549Fu8HDRrEsWPHmvzMQkNDzYVrBg8ejKOjI0eOHKG0tBS9Xo8kSeJBJhAIBFehtLSUAwcOYGNjw6hRo3BycrK2SR2Oy4VAdHQ0L7zwAhs3biQpKQl/f39rmyjogHQLEdCdCA4OZsOGDQwZMoSKigqef/55i1zJCQkJGAwGoqOjsbe357PPPkOtVhMQEICrqysPPPAAU6dOZenSpURFRXHhwgW2bdtGREQEEyZMsDiWXC5n586d5jz//v7+fP/99+b2WovAwEBycnJIS0ujV69eODo6olKpmjWqMWXKFBYtWsT06dN58cUXOXLkCCtXrmT58uVN7vPEE0+wdOlSnn/+eWbMmMH+/fsbZSZ68cUXufHGG5k1axYzZszAwcGBY8eOsWXLFv7xj38QFhbG2LFjeeyxx1i1ahW2trbMnTsXtVqNXq+nuroae3t7kaZNIBAILuPS0f+QkBD69u0r7pVXwSQE9uzZY04QkpSURGBgoLVNE3RQxK+pi/HJJ59QWlrKoEGDeOihh5g9e7ZFEJCLiwtr165l+PDhREREsHXrVjZu3Gj2+V+3bh1Tp05l7ty5hIaGMmnSJFJTU5scRejZsycbN27kwQcfZPjw4Wzbts2ivdbg3nvvJTY2ljFjxuDu7s6XX37Z7DacnZ357bffyMnJYfDgwcydO5fXXnuNxx57rMl9/P39+fbbb/nhhx8YOHAgq1ev5u2337bYJiIigqSkJE6ePMnIkSOJioritddes/C7/PTTT/H09GTUqFHcfffdPProozg6OuLs7IxMJqOiogKtVisKjAkEAsH/U1paSlJSEhcuXGDUqFGEhIQIAXANyOVy/v3vf7Njxw62b99OUFCQtU0SdGBkUhfredTV1ZGTk0Pv3r27Vbowa2M0GsnKysJgMBAcHNwolkHwP86ePYufnx9bt27l1ltvRafTUVNTg0KhaPNZAfH7EFwNnU7Hpk2biIuLu2KWEYGgrTEYDGRkZHDq1Ckx+t9MJEnimWee4YcffmD79u0WSUQEgishemqCVkEul9O3b1+ys7M5efIkISEhQgj8P//973+pqqpiwIAB5Ofn88ILLxAYGMioUaOAhtgFR0dHamtrqaioMAcRi1gBgUDQnSgtLeXgwYPI5XLh+99MjEYjs2bNYtOmTSQlJTVKiS0QXAnRSxO0GnK5nD59+pjThwoh0IBOp+Pll1/m1KlTODo6ctNNN/H5559bjLTK5XIcHBzMswI6nU7ECggEgm7BpaP/wcHBBAcHi3tfMzAajTzxxBNs27aNpKSkVo3JE3RtRA9N0KqYsgbl5OSQkZFBSEhIt3cruP3227n99tuvadtLZwUqKyuxs7MTswICgaDLIkb/rw+DwcCjjz7Kzp07SUxMxM/Pz9omCToRQgQIWh25XE7v3r3Jyckxzwh0dyHQHEyzAvX19dTW1lJfX4+9vX2j2g0CgUDQWamvr+f48eOcOXNGjP63EL1ez/Tp09mzZw+JiYmiDoCg2QgRIGgTTDMCp0+f5sSJEwQHB4tA1GaiVCqxsbFBq9VSWVmJUqnEzs5OPCgFAkGnRZIkcnNzOXbsGD179mTMmDE4ODhY26xOR01NDX/+85/JyckhMTERb29va5sk6IQIESBoM2QyGYGBgZw9e9YsBMTNvnnI5XJzoLDJRUitVmNraytchAQCQaeitLSUw4cPU19fT1RUFF5eXuI+1gIuXrzInXfeiVwuZ8eOHU0WvBQI/ggxpNgFyc/P59ixYxw4cIC0tDSysrKoq6szr9fr9eTl5XHkyBH279/P4cOHycvLQ6/XW7Szb9++Rq+LFy9abHP+/HkOHTrEiRMnLI5hQiaT4efnh5eXFxkZGVRUVLTNSXdxFAoFDg4OqNVqamtrqaqqavR5CQQCQUekvr6etLQ0UlJS8PT05JZbbsHb21sIgBZw9uxZRo4ciZubG5s3b76iAFi1ahURERE4OTnh5ORETEwM//nPf8zr16xZw80334yTkxMymYyysrJGbQQGBiKTySxe7777rsU2a9euJSAggKioKPbu3dvq5ypoe8RMQBeksrISDw8PHBwckCSJc+fOcfLkSfr3749CoUCn01FfX0+vXr2ws7Ojvr6e3NxcdDpdo7zCgYGBODs7m99f6pdeVVVFeXk5ffv2pbq6mry8PEJCQq5ok5eXF7a2tmRlZREYGEjPnj3b5uS7MDKZDKVSia2tLXV1dVRVVQkXIYFA0GERrj+ty/Hjx7n99tuJjY3lww8/bDL7Xq9evXj33XcJDg5GkiTWr1/PXXfdxcGDA2/1ZwAASRFJREFUB+nfvz81NTXExsYSGxvL/Pnzmzze4sWLefTRR83vHR0dzf/n5eXxt7/9ja+++opz587x8MMPc+zYsdY7WUG7IERAF+TyjnhgYCCHDh2ipqYGR0dH1Go1ffv2Na+3s7PD19eXnJwcJEmyGJ1RKBRNBvXq9XpsbW1Rq9VIkkRJSclV7XJ1dcXGxobs7Gx0Oh2enp7XcZbdF5lMJlyEBAJBh+ZS159Bgwbh5eVlbZM6Nbt37+aOO+7gqaeeYtGiRVe910+cONHi/VtvvcWqVavYs2cP/fv359lnnwUgMTHxqsd0dHRs8nOrqKjAxcWFiIgIvLy8qK2tbdb5CDoGYviwE5GQkICLi0uz9zMYDABXzdlvMBhQKBSNbix5eXmkpaVx/PhxiouLubTAtJOTE0ajkYMHD5KZmXnFzASBgYGsWLHC/N7Z2ZmQkBDy8/M5d+4cOTk5yGQy0tLSzNukpKQwYMAAbG1tmTRpUrPP19osXLiQyMjINj+OcBESCAQdjSu5/ggBcH388ssv3HbbbSxevJjFixc3a7DHYDDw1VdfUV1dTUxMTLOO++677+Lq6kpUVBRLliyxeL7ccMMNRERE4OzsTP/+/XnzzTeb1bagYyBmAjoQ06ZNY/369UBDvnh/f3+mTp3Kyy+/3OKiW5IkcebMGTQaDWq1+orb6HQ68vPzcXd3t1ju4+ODk5MTcrmc8vJycnNzMRgM5hF8uVxOSEgIOp0OhUJxzS4pGo2G0NBQMjMzcXBw4Pz58xbHnjNnDpGRkfznP/9Bo9GwcOFCfvjhBwuhcD1kZWURFRWFQqGw8IVMSEjg4YcftthWpVJdMdahoyBchAQCQUfAYDCY00K7uroK159WYv369cycOZOEhATuv//+a94vPT2dmJgY6urq0Gg0fP/99/Tr1++a9589ezaDBg2iZ8+e7Nq1i/nz55Ofn8+yZcvM23zyySf87W9/w97evsn+haBjI0RAByM2NpZ169ah1WrZtGkTTz31FLa2tlf127saeXl51NbWEhYWdsX1BoOBrKws7OzsGqUY8/HxMf9vb2+P0WiksLCwkRtPS2oAqNVqwsLCyMzMxGg04uHhYV6XnZ3NE088Qa9evZrd7h+h0+n4y1/+wsiRI9m1a1ej9U5OTmRkZJjfdxb3mktdhOrq6qioqEClUqFSqYQYEAgEbYbRaOTMmTOcOHEClUrFkCFDLO7ngpYhSRJLlizhrbfeYuPGjdxyyy3N2j80NJS0tDTKy8v55ptviI+PJykp6ZqFwJw5c8z/R0REoFQqefzxx3nnnXdQqVTmda6urs2yS9CxEL2DDoZKpcLLy4uAgACefPJJxo4dy08//WSxzebNmwkPD0ej0RAbG0t+fr55XWpqKuPGjcPNzQ0nJyfuvfdeampqUCqVQMONZeHChfj7+6NSqfD29ubtt9+mb9++yOVytFot8+bNw9fXFwcHB6Kjo81+g6YCVkaj0Xy8y9vz8fFh9uzZFvbW1NTwyCOP4OjoiL+/P2vWrAEa8uCrVCpCQkL46aefyMrKQiaTUVJSwiOPPIJMJiMhIYFFixZx6NAhc4aChISEFl/fBQsWEBYWxp/+9KcrrpfJZHh5eZlf1xK38O677+Lp6YmjoyPTp0+/4szBxx9/THh4OHZ2doSFhfHhhx9arN+1axeRkZHY2dkxZMgQfvjhh0ZuUteCyUVIo9FgMBiorKykrq7Owo1LIBAIrhdJkjh//jzbt28nMzOT/v37M3r0aCEAWgGj0cjcuXNZtmwZiYmJzRYA0PB87du3L4MHD+add95h4MCBrFy5ssU2RUdHo9frOX36dIvbEHQ8usVMgCRJ1Bq07X5ctUJ13SPJarXaIuC2pqaG9957jw0bNiCXy3nwwQeZN28en3/+OdCQGWjq1KnMnz+f8vJyfvrpJyZNmkRmZiaOjo58++23LF++nM8//xy1Ws3Fixe5ePGiebR41qxZHDt2jK+++gofHx++//57YmNjSU9PR6PRNHL7MbX31Vdf0b9/fwoKCjh06JDFOSxdupQ33niDl19+mW+++YYnn3yS0aNHExoaanZzUigU1NTUkJuby4ABA1i8eDGTJ0/G2dmZI0eO8Ouvv7J161YAc7ai8ePHs3PnziavXUBAAEePHjW//+9//8u///1v0tLS+O677664T1VVFQEBARiNRgYNGsTbb79N//79mzzG119/zcKFC/nggw8YMWIEGzZs4O9//ztBQUHmbT7//HNee+01/vGPfxAVFcXBgwd59NFHcXBwID4+noqKCiZOnEhcXBxffPEFubm55sCtlmJjY4NGo0Gn01FXV4dWq8XOzk6IAYFAcN0UFxdz7NgxampqCA0NJSAgQMw4thL19fU8/PDD7N27l5SUlEYZ+1qK0WhEq215PygtLQ25XC5EXhejW4iAWoOWqB9mtPtxD076GHubllXJlSSJbdu2sXnzZp5++mnzcp1Ox+rVq803hlmzZrF48WLz+ltuuYXc3FwuXrzI0KFDiYuLw93dnW3btnHnnXeSl5eHl5cX/v7+KBQKhg8fbk4bmpeXx7p168jLy8Pe3h6dTsdTTz3Fpk2b+Mc//kF8fHyjkXFTe2PHjjXHMQwbNsxim7i4OGbOnAnAiy++yPLly9m+fTuhoaHmbfz8/HBycqKsrAyZTIazs7M5mEyj0WBjY9MouOzjjz++akaCS92USkpKmDZtGp999hlOTk5X3D40NJR//vOfREREUF5eznvvvcdNN93E0aNHm3RNWrFiBdOnT2f69OkAvPnmm2zdutViNuD1119n6dKl3HPPPQD07t2bY8eO8dFHHxEfH88XX3yBTCZj7dq12NnZ0a9fP86dO2eRmq2l2NraYmNjYxYD9fX1GAwGIQYEAkGzKS8v59ixY1y8eJG+ffvSp0+fFserCRpTVVXFfffdR1FRkTmwuiXMnz+f8ePH4+/vT2VlJV988QWJiYls3rwZgIKCAgoKCsjKygIa4gdMM/U9e/Zk9+7d7N27lzFjxuDo6Mju3bt57rnnePDBB0Vhsi6G+PV2MH7++WfzCK7RaGTKlCksXLjQvN7e3t5iZMDb25uioiLz+8LCQp555hkOHDjAxYsXMRqN1NXVsXv3bkaMGMH999/P8uXLGTduHDExMQwfPpyRI0diY2NDcnIyBoPBnGLU5PZTX1+PUqnEz88PNzc3C3vvv/9+VqxYQVBQELGxscTFxTFx4kSLB0NERIT5f5O7zaU2m5YHBARw/vx5DAYDNTU1f3itrpSNqCkeffRRpkyZwqhRo5rcJiYmxiJ7wk033UR4eDgfffQRb7zxxhX3OX78OE888USjdrZv3w5AdXU12dnZTJ8+3aJTr9frzTMaGRkZREREYGf3P8F4uZC6Hi4NHq6srKS+vp7U1FTCw8MbBYMLBALB5VRXV3PixAny8/MJDAxk8ODBZhdTQetw+vRp7rrrLtzd3UlMTGxysOpaKCoqYurUqeTn5+Ps7ExERASbN29m3LhxAKxevZpFixaZtzc9F9etW8e0adNQqVR89dVXLFy4EK1WS+/evXnuuecs4gQEXYNuIQLUChUHJ31sleM2lzFjxrBq1SqUSiU+Pj6NRlkuD8KVyWQWo7rx8fGUlJSwevVqAgICUKlUxMTE4O3tbe7Anzx5kq1bt7JlyxaWLVvG999/T1JSEtnZ2SgUCvbv329RFAwaRuOv1GH08/MjIyPD3N7MmTNZsmQJSUlJZluvZPOlcQWXLvf19UUul1NUVERhYeFVpx6b4w703//+l59++on33nsPaJhpMRqN2NjYsGbNGh555JFG+9va2hIVFWUeLWkJVVVVQENlxejoaIt1l1/jtsYkBuzs7FCr1fz+++/07NmT8PDwFqWeFQgEXZu6ujpOnjxJbm4uvr6+3HLLLdjb21vbrC7Hzp07ueeee5g8eTLLly9vUbKNS/nkk0+uun7hwoUWg4uXM2jQIPbs2XNdNgg6B91CBMhksha75bQ3Dg4OFoW8mktKSgoffvghcXFxAJw5c4bi4mKLbdRqNRMnTmTixIk89dRThIWFkZ6eTlRUFAaDgaKiIkaOHHnNx2yqvUGDBrXoHGQyGd7e3hQUFFBTU4Otra251sGlNMcdaPfu3RZt/Pjjj/z1r39l165dTc4oGAwG0tPTzdfySoSHh7N3716mTp1qXnbpzdPT0xMfHx9OnTrFAw88cMU2QkND+eyzz9BqteasC6mpqU0e83qRyWT07t2bPn36kJmZSXJyMm5ubgQHB4tMDwKBgJqaGrKyssjLy8Pd3Z3Ro0df18i0oGnWrl3Ls88+y7Jly3j88cetbY6gm9EtREB3Ijg4mA0bNjBkyBAqKip4/vnnLfL3JiQkYDAYiI6Oxt7ens8++wy1Wk1AQACurq488MADTJ06laVLlxIVFcWFCxfYtm0bERERTJgwodHxrtbe9aBSqQgPDyc7OxulUklOTg5paWn06tULR0dHVCpVs9yBwsPDLd7v27cPuVzODTfcYF62ePFibrzxRvr27UtZWRlLliwhNzeXGTOajid55plnmDZtGkOGDGH48OF8/vnnHD161CIweNGiRcyePRtnZ2diY2PRarXs27eP0tJS5syZw5QpU3jllVd47LHHeOmll8jLyzPPWLRlilKlUkn//v3p06cPp06dYs+ePTg7OxMcHIyHh0enSY8qEAhah4qKCrKysjh37hze3t6MHDnS7LYoaF10Oh1z5szhq6++4j//+c9VXVUFgrZChPN3MT755BNKS0sZNGgQDz30ELNnz7ZwqXFxcWHt2rUMHz6ciIgItm7dysaNG80jwOvWrWPq1KnMnTuX0NBQJk2aRGpqKv7+/lc83h+1dz0olUpCQ0O54447iImJYcyYMbi7u/Pll19ed9tXorS0lEcffZTw8HDi4uKoqKhg165dV82rPHnyZF599VVeeOEFBg8eTG5uLk8++aTFNjNmzODjjz9m3bp1DBgwgNGjR5OQkEDv3r2BhtoEGzduJC0tjcjISF555RVee+01AIs4gbbCFIx822234eHhwcGDB0lKSuLcuXMigFgg6AaUlpayd+9ekpKSkMvljBkzhiFDhggB0EaUlJQQGxvLjh07SE1NFQJAYDVkUhd7ytfV1ZGTk0Pv3r3bpQMlaHskSaKwsJDz588TGBhIz549rW1Sm/P555/z8MMPU15e3qqVGK/l92EwGMjNzSUrKwu5XE7fvn3x8/Nr9xgGQfuj0+nYtGkTcXFx1+2XLOjYSJLEhQsXyMzMpLS0lMDAQPr06SMqv7YxR48e5c4772TgwIF8+umnaDQaa5sk6MYIdyBBh8eUUUitVnPq1Clqa2vx8fHpUu4qn376KUFBQfj6+nLo0CFefPFF/vSnP1nlgaxQKAgKCiIwMJBz586RmZlJRkYGffr0ITAwUKQEFAg6MZIkkZ+fT2ZmJtXV1fTp04ehQ4eKbD/twMaNG3nwwQd57rnneO2110RtBYHVEU9zQafB2dmZsLAwsrKyqK2tpXfv3l1mdLqgoIDXXnuNgoICvL29uf/++3nrrbesapNcLsfPz49evXpRUFBAZmYmJ0+eJCgoiKCgINFpEAg6EUajkbNnz5KZmYler6dv374EBAQIUd8OSJLEu+++y9tvv826deu47777rG2SQAAIdyBBJ0Sv13Pq1Cl0Oh19+/Y1Z9QR/DHX8/uQJIni4mIyMzO5ePEivXr1IigoSGQN6UIId6Cuh1ar5fTp05w+fRqFQkFwcDB+fn5iFLqdqKmpYfr06ezatYsff/yRyMhIa5skEJgRQwCCToeNjQ3BwcGcPXuW48ePi45oOyGTyXB3d8fd3Z3y8nJycnLYsWMHLi4uBAUF4eXlJToWAkEHobS0lFOnTnH+/HlcXV0ZOHAgnp6eXcqNsqNz9uxZJk2ahJ2dHampqVeteyMQWAMhAgSdEplMhp+fH2q1mqysLHx9fUVay3bE2dmZyMhI+vXrR15eHkePHiU9PZ3AwEACAgLELJxAYAUMBgPnz5/n1KlTVFVV4efnx80334yjo6O1Tet2pKSkcO+993LHHXfw4YcfCvdJQYdEiABBp8bNzQ07Ozuys7OprKwUgavtjFKppG/fvvTp04fCwkJOnTrFyZMn8fb2JiAgADc3NyHMBII2pqqqitOnT3PmzBmUSiW9e/fGz89PuHRZAaPRyF//+lfefPNN/va3vzFz5kxxDxR0WERvSdDp0Wg09OvXj9OnT3Ps2DGCgoJE2rV2xpTBycvLi6qqKnJzc9m3bx9KpZLAwED8/PzESJhA0IoYjUby8/M5ffo0Fy9exNvbm6FDh+Lq6io6nVaisLCQqVOnkp2dzY4dOxg8eLC1TRIIrooQAYIuga2tLX379qWwsJCTJ0/i4+Mj/F+thEajoX///oSFhZk7KceOHcPHxwd/f38xOyAQXAeVlZWcOXOGvLw8bGxsCAgIYMiQISJBgpXZtm0bDz74IKNHj+bAgQMiTk3QKRAiQNBlMI1GazQaTp06ZXYPElPi1kGhUNCrVy969epFRUUFubm57N+/H5lMZl7u5OQkBIFA8AfU1tZy7tw5zp49S2VlJV5eXgwaNAh3d3fx+7Eyer2exYsXs2zZMpYvX86MGTPEZyLoNIhUHp2IhIQEXFxcrG1GswgMDGTFihVNrj99+jQymYy0tDTzspSUFAYMGICtrS2TJk1q9jFN7kEymYxjx45RWVnZfMOvg874ObU1Tk5ODBgwgNtuu42oqCjq6urYuXMn27dv5+TJk9TU1FjbRIGgQ6HT6cjLy2PXrl1s2bKFwsJCgoKCiI2NZejQoSIRQgfg3Llz3HrrrXzzzTfs3r2bRx99VHwmgk6FEAEdiGnTpiGTyZDJZOaAy8WLF6PX661tWpvh5+dHfn4+N9xwg3nZnDlziIyMJCcnh4SEBBYuXNjs3Mo2Njb06dMHb29vMjMzOX/+PP/617+IjIzE3t6egIAAlixZ0mi/xMREBg0ahEqlom/fviQkJFznGQouRS6X4+HhweDBg4mNjSUkJISSkhK2bt1KcnIyp0+fpr6+3tpmCgRWwWg0UlBQwL59+/j11185deoUHh4ejBs3juHDh+Pv7y9mNjsImzZtYuDAgfTp04fU1FQGDBhgbZMEgmYj3IE6GLGxsaxbtw6tVsumTZt46qmnsLW1Zf78+dY2rU1QKBR4eXlZLMvOzuaJJ56gV69e19W2TCbDw8MDjUZDQkICzzzzDCtWrGD8+PEcP36cRx99FLVazaxZswDIyclhwoQJPPHEE3z++eds27aNGTNm4O3tze23335dtggaY2NjY3YL0mq1nDt3jry8PNLT0/H09KRXr154enp2marQAsGVkCSJ0tJSzpw5w/nz581udKNHjxZ+5R0QnU7Hyy+/zOrVq/nwww956KGHrG2SQNBixExAB0OlUuHl5UVAQABPPvkkY8eO5aeffrLYZvPmzYSHh6PRaIiNjSU/P9+8LjU1lXHjxuHm5oazs7M5SMmEJEksXLgQf39/VCoVPj4+zJ4927xeq9Uyb948fH19cXBwIDo6msTExCbt/aP2oKFi4iOPPIKjoyP+/v6sWbPGvO5SdyDT/yUlJTzyyCPIZDISEhJYtGgRhw4dMs+SNHd03t7enp07d5pH09zc3JgwYQLz58/nr3/9K6ai2atXr6Z3794sXbqU8PBwZs2axX333cfy5cuv2n5CQgL+/v7Y29tz9913U1JS0mibH3/8kUGDBmFnZ0dQUBCLFi2ymOE5ceIEI0aMwM7Ojn79+rF161ZkMhk//PBDs861s6JSqQgKCmLUqFGMGTMGJycnjh07xq+//sqBAwfIz8/v0jNigu6FJElcvHiRo0ePsnXrVvbs2YMkSQwbNoxx48bRr18/IQA6IKdPn2bkyJH89ttv7Nu3TwgAQaenW8wESJJEfV37H1dpx3X7B6rVaotOZU1NDe+99x4bNmxALpfz4IMPMm/ePD7//HOgIXNEfHw877//PpIksXTpUuLi4sjMzMTR0ZFvv/2W5cuX89VXX9G/f38KCgo4dOiQuf1Zs2Zx7NgxvvrqK3x8fPj++++JjY0lPT2d4ODgRvb9UXsAS5cu5Y033uDll1/mm2++4cknn2T06NGEhoZabGdyDQoNDWXx4sVMnjwZZ2dnjhw5wq+//srWrVuBhkJVAOPHj2fnzp1NXruAgACOHj0KQH19Pa6urvTq1YusrCw8PT2xs7Pj7Nmz5ObmEhgYyO7duxk7dqxFG7fffjvPPvtsk8fYu3cv06dP55133mHSpEn8+uuvvP766xbb7Ny5k6lTp/L3v/+dkSNHkp2dzWOPPQbA66+/jsFgYNKkSfj7+7N3714qKyuZO3duk8fs6mg0GsLCwggNDaW0tJTz589z9OhRamtrcXd3x8vLC09PT9RqtbVNFQiuGb1eT1FREQUFBRQWFgLg4eHBDTfcgIeHh5jx6uB89913TJ8+nb/85S8sXbpU3H8EXYJuIQLq6+D52Kp2P+6SXzWoWnifkCSJbdu2sXnzZp5++mnzcp1Ox+rVq+nTpw/Q0GlfvHixef0tt9xi0c6aNWtwcXEhKSmJO+64g7y8PLy8vBg7diy2trb4+/szbNgwAPLy8li3bh15eXn4+PgAMG/ePH799VfWrVvH22+/3cjOq7VnIi4ujpkzZwLw4osvsnz5crZv395IBJhcg2QyGc7OzmY3IY1Gg42NTSO3oY8//pja2tomr+GlvrO33347zz33HNOmTePGG28kMTGRd999F4D8/HwCAwMpKCjA09PTog1PT08qKiqora294k1/5cqVxMbG8sILLwAQEhLCrl27+PXXX83bLFq0iJdeeon4+HgAgoKCeOONN3jhhRd4/fXX2bJlC9nZ2SQmJprP8a233mLcuHFNnlt3QCaT0bNnT3r27MkNN9xAZWUlBQUFnDlzhsOHD5u/I15eXiLLkKBDUltbS0FBAQUFBRQXF2Nvb4+XlxfDhg2jR48eyOViMr6jU1NTwwsvvMBnn33Gxx9/zH333WdtkwSCVqNbiIDOxM8//4xGo0Gn02E0GpkyZQoLFy40r7e3tzcLAABvb2+KiorM7wsLC1mwYAGJiYkUFRVhMBioqakhLy8PgPvvv58VK1aYs0zExcUxceJEbGxsSE9Px2AwEBISYmGTVqvF1dX1ivZerT0TERER5v9NaTwvtbml+Pr6XvO2jz76KNnZ2dxxxx3odDqcnJyIj49nxYoVlJWVmV2Cmsvx48e5++67LZbFxMRYiIBDhw6RkpLCW2+9ZV5mMBioq6ujpqaGjIwM/Pz8LETO5UJKAI6Ojjg6OhIcHIxWq6WwsJDCwkIyMzNRKpV4enri7e2Nq6urGFUVWAVJkigvLzd3/CsqKujZsydeXl4MGDBAFDHsZCQnJ/Pwww/j7u7OgQMHCAoKsrZJAkGr0i1EgNKuYVTeGsdtLmPGjGHVqlUolUp8fHwsOtNAo8wQMpnMogMbHx9PSUkJK1euJCAgAJVKRUxMjDnjip+fHxkZGWzdupUtW7Ywc+ZMlixZQlJSElVVVSgUCvbv39+oE9XUw+tq7ZlsvZLNRqOx+RfnMprjDiSTyfjrX//K22+/TUFBAe7u7mzbto0VK1agVqs5efIkHh4e5ml6E4WFhTg5OV3X1G9VVRWLFi3innvuabTOzq4FXxIBKpUKf39//P39MRgMlJSUUFBQQFpaGvX19Xh4eODp6Ymbmxv29vZilkDQZtTX11NcXMyFCxcoKChAr9fj4eFBnz598PT0FJWyOyE1NTW88sorrFmzhjfeeINnnnlGDCwIuiTdQgTIZLIWu+W0Nw4ODvTt27fF+6ekpPDhhx8SFxcHwJkzZyguLrbYRq1WM3HiRCZOnMhTTz1FWFgY6enpREVFYTAYKCoqYuTIkdd8zKbaGzRoUIvP41KUSiUGg6HR8ua4A5lQKBTmGYQvv/ySmJgYRo4cyZkzZ+jbty+//fYbkiSZO41btmwhJiamyWOEh4ezd+9ei2V79uyxeD9o0CAyMjKa/FxDQ0M5c+YMhYWFZnek1NTUJo8psEShUODh4YGHhwcDBgygoqLC7DZ06NAhVCoVbm5u5pcQBYLrwdTpLykpobi4mIqKChwdHXFzcyMqKgo3Nzfh5tOJSUlJ4eGHH8bNzY0DBw40clsVCLoS3UIEdCeCg4PZsGEDQ4YMoaKigueff95iFDshIQGDwUB0dDT29vZ89tlnqNVqAgICcHV15YEHHmDq1KksXbqUqKgoLly4wLZt24iIiGDChAmNjne19lqLwMBAcnJySEtLo1evXjg6OqJSqZrlDlRcXMw333zDzTffTF1dHevWrePf//43SUlJKBQKAgMDee6557jxxht59NFHmT17NsnJyXz99df88ssvTbY7e/Zshg8fznvvvcddd93F5s2bLVyBAF577TXuuOMO/P39ue+++5DL5Rw6dIgjR47w5ptvMm7cOPr06UN8fDx/+9vfqKysZMGCBcD1B5Z3N0zxJM7OzoSGhqLX6yktLaW4uNgsCuzs7HB1dRWiQHBNXK3THxoaiqurKyqVytpmCq6T2tpaFixYwOrVq1m0aBHPPfecGP0XdHmECOhifPLJJzz22GMMGjQIPz8/3n77bebNm2de7+LiwrvvvsucOXMwGAwMGDCAjRs3mn3+161bx5tvvsncuXM5d+4cbm5u3Hjjjdxxxx1XPN4ftdca3HvvvXz33XeMGTOGsrIy1q1bx7Rp05rdzvr165k3bx6SJBETE0NiYqKF7/3AgQP5+eefmT17Np9++ik+Pj6sXbv2qjUCbrzxRtauXcvrr7/Oa6+9xtixY1mwYAFvvPGGeZvbb7+dn3/+mcWLF/PXv/4VW1tbwsLCmDFjBtAwkv3DDz8wY8YMhg4dSlBQEEuWLGHixInCXeg6sbGxwd3dHXd3dwALUZCXlydEgaAR9fX15g6/6PR3D3bt2sXDDz9Mz5492b9/P2FhYdY2SSBoF2RSSyMiOyh1dXXk5OTQu3dv0YEStJjy8nJyc3Oxs7Mzx1a0JykpKYwYMYKsrCyLQPDrRfw+LLlUFBQXF1NaWopSqcTFxQVnZ2dcXFxwcXHBzs6uWwgDnU7Hpk2biIuL6xaVaXU6HWVlZZSXl1NWVkZZWRnV1dU4OjpaCEPR6e+aXDr6v3DhQubMmSNG/wXdCjETIBBcAWdnZ/r168fZs2c5evQofn5+uLm5tVlH8Pvvv0ej0RAcHExWVhbPPPMMw4cPb1UBIGjMlWYKTB3C8vJy8vPzqaysRKVSmUWB6a9are4WwqCrUF9fb9HZLy8vp7q6GrVabf5M/fz8cHFxEZ3+bsDu3buZNm0aPXr0YN++fYSHh1vbJIGg3REiQCBoAhsbGwL/r707j2vizP8A/klIAuEKlStBJICcIgjKSrHeaxVQqO2u27VS4Ce1ruDRepS6bgVsRXfVRXdX8SgFKlpXe6L1WLWKhXpVtCJWKiwY1HBaEeTMZH5/+Mv8iIAtCAbI9/16zYs5njzzneF6vjPPPOPoiOeeew63bt3Czz//3Gt3Berq6hAXFweFQgErKytMmTIFmzZt6vH9kCcTCASwtLTU6s6mUqnw4MEDrvFYXl6Ouro6CIVCraTA3NwcxsbG9FCojrEsi6amJtTV1Wk1+hsaGiAWi7m7Ow4ODtTg10ONjY1YvXo1tm3bhvj4eCxdurTdKHyE6Av6ySfkF7S9K3D9+nXY29v3+F2BiIgIRERE9Fh9pOcIBALupWUabROD2tpaFBYWoq6uDsCjEb5MTU25r5p5felS9Ky0traivr6emx4+fMjNMwwDY2NjLkGTy+WQSCTU4Ndz586dQ1RUFCQSCV39JwSUBBDyq7S9K1BaWoqamho4ODjA2NhY16ERHegoMVCr1WhsbNRqlN69exf19fVobGyEgYGBVlLQdl4oFFKC0AGVSoWGhoYOG/otLS0QiUTcOTQ3N4ednR23TH27iUZNTQ1WrVqFjz/+GPHx8Vi2bBld/ScElAQQ0iUSiQTDhw+HUqnEjz/+CBsbG8hkMvqHQsDn82FiYgITExPufQ8aDMNoNWAfPnyI6upqrjHL5/NhaGgIIyMjbnp82cjICCKRqN8nCyzLQqVSoampiZuam5u1ljUTwzBc8qRJnKysrLh5ehEXeRK1Wo3U1FS8++67CAwMRH5+Pj1nRUgb1HIhpIsMDAxgb28PS0tLKBQKFBQUwN7eHoMGDer3DTTSOwwMDGBubg5zc/N221pbW7UawZr5+vp6VFdXc+tVKtWjFx+2SQ4EAkGHk4GBwRO3dffnlGVZqNVqqFSqdhPDMGhtbQXDMB1u1xxXc3MzGIYBn89vl/SYm5vDxsZGaz3dJSHdcfHiRcTGxqKqqgrp6ekIDQ3VdUiE9DmUBBDSTWKxGG5ubvj5559RVlaGqqoq6iJEukwoFEIoFMLU1PSJ5RiGaXf1/PFG9uON8rbLarWaq4vP53MN68e/Ao/elA08avRrRpHWzGuWeTzer0o6DA0NIRAIIBKJtBr3AoGAGvekx9XU1ODPf/4zdu/ejXfeeQdxcXFaL8wkhPw/SgIIeQo8Hg+DBg2CRCLhughZW1vDzs6OugiRHmVgYMB1N+qOtlfwNQnB4418lUqFnJwcBAQEcO8J4PF4WomCpnHfNpEgRNcYhkFqaipWrlyJMWPGUNcfQn4FaqUQ0gM66iI0ePBgWFpaUkOJ9Al8Ph8ikeiJ/ehbW1sBAObm5nrxsjAyMFy4cAGxsbGoqamhrj+EdAENaN2PpKenw8LCQtdhdImjoyM2b97c6fbS0lLweDxcuXKFW5ebmwtvb28IhULMnDmz12PsSZouQkOGDMGdO3dQWFiIhoaGduWioqL63bERQkhfUl1djTfffBMTJ07EjBkzUFBQQAkAIV1ASUAfEhUVxd16F4lEcHFxwZo1a6BSqXQdWq8ZMmQIlEolhg8fzq1bunQpfH19UVJSgvT0dCQkJMDX1/ep9tPU1ISoqCh4e3tDIBB02ADPycnBCy+8AEtLS4jFYnh4eCA5OVmrTEJCAvc90kweHh5aZTRdhIYPHw5TU1P8+OOPUCgUA/r7SAghzwrDMNixYwfc3d1RXl6Oa9euIT4+nvr+E9JF1B2ojwkKCkJaWhqam5tx+PBhxMbGQigUYuXKlboOrVcYGBhAKpVqrSsuLsaf/vQn2Nvb99h+GIaBWCzG4sWL8dlnn3VYxsTEBAsXLoSPjw9MTEyQk5OD+fPnw8TEBG+++SZXzsvLCydOnOCWO+v737aLUFlZGa5du8YtE0II6bqcnBy8/fbbqKmpQUZGBmbMmKHrkAjpt+hOQB9jaGgIqVQKuVyOBQsWYMqUKcjKytIqc+zYMXh6esLU1BRBQUFQKpXctosXL+LFF1+ElZUVJBIJJkyYgLy8PG47y7JISEiAg4MDDA0NYWdnh8WLF3Pbm5ubsXz5cgwePBgmJiYICAjA6dOnO433l+oDgIaGBsydOxdmZmZwcHDAzp07uW1tuwNp5mtqajB37lzweDykp6cjMTERP/zwA3flPT09vcvn1cTEBCkpKZg3b167pEPDz88Ps2fPhpeXFxwdHREeHo5p06bh22+/1SonEAgglUq5ycrK6on7FolESElJwYQJE+Di4oLo6Gg0NzdrlVGr1Vi3bh2cnJwgFosxYsQIfPrpp1plsrKy4OrqCiMjI0yaNAkZGRng8Xi4f/9+l88HIYT0J/n5+QgNDUVwcDDCwsJQUFBACQAhT0kvkgCWZcG2Pnz20/+NuvE0xGIxWlpauOWGhgZs3LgRu3fvxpkzZ6BQKLB8+XJue11dHSIjI5GTk4Nz587B1dUVISEhqKurAwB89tlnSE5Oxo4dO3Dz5k18+eWX8Pb25j6/cOFCnD17Fvv27cPVq1cxa9YsBAUF4ebNmx3G90v1AcCmTZvg7++Py5cvIyYmBgsWLEBhYWG7ujRdg8zNzbF582YolUq8+uqrWLZsGby8vKBUKrl1ABAcHMy9dbWjycvLq/snHsDly5fx3XffYcKECVrrb968CTs7Ozg7O2POnDlQKBRPrGfTpk3IyMhAWloacnNz0dzcjIMHD6Kuro77vqxbtw4ff/wxtm/fjoKCArz99tsIDw9HdnY2AKCkpAS///3vMXPmTPzwww+YP38+Vq1a9VTHRwghfd2tW7cQGRmJ0aNHw9nZGcXFxXjvvfeo6w8hPUA/ugOpGtCYafvL5XqYOLwCEHZvOD+WZXHy5EkcO3YMixYt4ta3trZi+/bt3NBnCxcuxJo1a7jtkydP1qpn586dsLCwQHZ2NmbMmAGFQgGpVIopU6ZAKBTCwcEBo0ePBgAoFAqkpaVBoVDAzs4OALB8+XIcPXoUaWlpSEpKahfnk+rTCAkJQUxMDAAgLi4OycnJOHXqFNzd3bXKaboG8Xg8SCQS7oq9qakpd/W9rQ8//BCNjY2dnsPujm5ib2+PqqoqqFQqJCQk4I033uC2BQQEID09He7u7lAqlUhMTMS4ceNw7do1mJmZdVjf5s2bsXLlSrzyyisAgIyMDDg5OUEoFOLmzZswNDREUlISTpw4gcDAQACAs7MzcnJysGPHDkyYMIHr/7phwwYAgLu7O65du4a1a9d26xgJIaQvq66uxtq1a7F9+3bMmjUL169fh5OTk67DImRA0Y8koB85dOgQTE1N0draCrVajddeew0JCQncdmNjY62xj2UyGSorK7nliooK/OUvf8Hp06dRWVkJhmHQ0NDAXa2eNWsWNm/eDGdnZwQFBSEkJAShoaEQCATIz88HwzBwc3PTiqm5ubnTfuxPqk/Dx8eHm+fxeJBKpVoxd9fgwYOfuo6OfPvtt6ivr8e5c+fw7rvvwsXFBbNnzwbw6O6Dho+PDwICAiCXy7F//35ER0e3q6u2thZKpRIBAQHcOoFAAH9/f7AsC29vb2RnZ6OhoQFTpkzRGk60paUFfn5+AIDCwkL85je/0ar78WSLEEL6u/r6eiQnJ2PDhg0YP348zp8/r/U/hBDSc/QjCRAYP7oqr4P9dtWkSZOQkpICkUjU4QunHr+6zePxtLodRUZGoqamBlu2bIFcLoehoSECAwO5LkVDhgxBYWEhTpw4gePHjyMmJgYbNmxAdnY26uvrYWBggEuXLsHAwEBrP529zfRJ9Wli7Sjmtm8v7a7g4OB2/fXbksvlKCgo6HK9mqtN3t7eqKioQEJCApcEPM7CwgJubm4oKirq8n6AR+dGcwchNTUVRkZGGDRoEKytrSEUCmFoaNitegkhpD9paWnBzp078f7772Po0KH4+uuvMW7cOF2HRciAphdJAI/H63a3nGfNxMQELi4u3f58bm4utm3bhpCQEABAWVkZqqurtcqIxWKEhoYiNDQUsbGx8PDwQH5+Pvz8/MAwDCorK7v0x7ez+kaOHNnt42hLJBKBYZh263urO1BbarW63UO8bdXX16O4uBivv/56h9slEglkMhnOnz+P8ePHAwBUKhUuXbrEnZ9hw4bB0NAQra2teOmll3D79m3U1dVBIpHA1vZRNzZ3d3ccPnxYq+6LFy8+9fERQoguqdVq7Nu3D++99x6MjIywc+dOhIWF0UsWCXkG9CIJ0Ceurq7YvXs3/P398eDBA6xYsULrAar09HQwDIOAgAAYGxsjMzMTYrEYcrkclpaWmDNnDiIiIrBp0yb4+fmhqqoKJ0+ehI+PD6ZPn95uf0+qr6c4OjqipKQEV65cgb29PczMzGBoaNjl7kDXr19HS0sL7t27h7q6Ou4FZZp3EGzduhUODg7cuP9nzpzBxo0btUY7Wr58OUJDQyGXy3H37l3Ex8fDwMCg0zsFALBkyRKsX78erq6u8PDwwN///netEX3MzMywfPlyvP3221Cr1Rg7diwePnyIbdu2QSQSYf78+Zg3bx7+/ve/Iy4uDtHR0bhy5Qo3ShL9sySE9Dcsy+Lo0aNYuXIl7t27h8TERERERLS7C00I6T2UBAwwqampePPNNzFy5EgMGTIESUlJWqMHWVhYYP369Vi6dCkYhoG3tzcOHjzI9flPS0vDBx98gGXLluHOnTuwsrLC888/3+lQbL9UX0/43e9+h88//xyTJk3C/fv3kZaWhqioqC7XExISglu3bnHLmv72mu5UarUaK1euRElJCQQCAYYOHYq//vWvmD9/PveZ27dvY/bs2aipqYG1tTXGjh2Lc+fOwdrautP9Llu2DEqlEpGRkeDz+Zg7dy5efvll1NbWcmXef/99WFtbY926dfjvf/8LCwsLjBw5EosWLUJ1dTUYhsFHH32ExMREbNmyBYGBgVi1ahUWLFhAXYYIIf0Gy7LIzs5GYmIirl69ilWrViEmJgZGRka6Do0QvcNje2Icyz6kqakJJSUlcHJyoj8qZEBgWRY1NTUoLy+HWq2Gra0trKyssH79emzfvh1lZWW/ui76/SBP0traisOHDyMkJKRHutMRoqFWq3Ho0CGsW7cON27cwOLFi7F06VJIJBJdh0aI3qI7AYT0cTweD1ZWVvj3v/8NDw8PKJVKXLx4ERs2bEBsbKyuwyOEkE6pVCrs27cP69evx71797B06VLMnz+/0yGVCSHPDiUBhPQTRUVFWLt2Le7duwd7e3tERUVh5syZKCsrg62tLUQika5DJIQQAEBjYyPS0tKwYcMG8Pl8xMXFISIigu5AEtKHUBJASD+RnJyM5ORkrXX19fUoLy9Hfn4+rKysYGtrS/9kCSE6U1tbi5SUFGzevBm2trZISkrCrFmz2g13TQjRPfqtJKQfMzU1hYuLCxobG6FUKlFQUIDnnnsOUqkUxsZdf08FIYR0R2VlJbZs2YKtW7di+PDhSE1NRUhICI1eRkgfRkkAIQOAWCyGs7MzmpubUV5ejhs3bsDMzAxSqZT63hJCes2tW7ewceNGpKamYsKECTh48CC95IuQfoKv6wAIIT3H0NAQcrkc3t7eEIvFKCoqwo0bN3D//n0MsIHACCE6lJ+fj8jISLi7u6OyshK5ubk4cuQIJQCE9CN0J4CQAUgoFMLe3h5SqRRVVVW4desW+Hw+LCwsoFardR0eIaQfam1txVdffYV//vOfuHDhAsLDw5Gfnw9XV1ddh0YI6QZKAggZwAQCAWQyGWxtbXH//n2Ul5fj9u3byMjIwOuvvw5vb29dh0gI6eMqKyuxa9cupKSkQCgUIiYmBp9//nmPvhSSEPLsUXcgQvQAn8/HoEGD4OzsDKlUCoZhMHr0aEyaNAmfffYZVCqVrkMkhPQxFy9eREREBBwcHHD69Gls27YNRUVFWLFiBSUAhAwAlAT0I+np6bCwsNB1GF3i6OiIzZs3d7q9tLQUPB4PV65c4dbl5ubC29sbQqEQM2fO7PUYdSEhIQG+vr462bdIJMLatWtx+/ZtBAcHY9myZZDL5YiPj+/S24cJIQNPfX09du3aBX9/f0yePBnm5ua4fPkyjh8/jrCwMBgYGOg6REJID6EkoA+JiooCj8cDj8eDSCSCi4sL1qxZM6Cv0g4ZMgRKpRLDhw/n1i1duhS+vr4oKSlBenp6jzSYm5qaEBUVBW9vbwgEgk6Tiz179mDEiBEwNjaGTCbD3LlzUVNTo1XmwIED8PDwgJGREby9vXH48OGnik1XLC0t8c4776C4uBg7d+5EXl4ehg4dirCwMBw+fBgMw+g6RELIM3L16lXExsbCzs4OW7duxbx583D37l3861//gqenp67DI4T0AkoC+pigoCAolUrcvHkTy5YtQ0JCAjZs2KDrsHqNgYEBpFKp1otkiouLMXnyZNjb2/fYnQ+GYSAWi7F48WJMmTKlwzK5ubmIiIhAdHQ0CgoKcODAAVy4cAHz5s3jynz33XeYPXs2oqOjcfnyZcycORMzZ87EtWvXeiROXTAwMMD06dNx8OBBFBUVwdfXF2+88QaGDh2KtWvXQqlU6jpEQkgvaGxsREZGBsaMGYPnn38ejY2NOH78OC5fvoz58+fT8MKEDHCUBPQxhoaGkEqlkMvlWLBgAaZMmYKsrCytMseOHYOnpydMTU25pEHj4sWLePHFF2FlZQWJRIIJEyYgLy+P286yLBISEuDg4ABDQ0PY2dlh8eLF3Pbm5mYsX74cgwcPhomJCQICAnD69OlO4/2l+gCgoaEBc+fOhZmZGRwcHLBz505uW9vuQJr5mpoazJ07FzweD+np6UhMTMQPP/zA3SVJT0/v8nk1MTFBSkoK5s2bB6lU2mGZs2fPwtHREYsXL4aTkxPGjh2L+fPn48KFC1yZLVu2ICgoCCtWrICnpyfef/99jBw5Ev/617+euP/169fD1tYWZmZmiI6ORlNTU7syH374ITw9PWFkZAQPDw9s27ZNa/t3330HX19fGBkZwd/fH19++WW7rlRPy8HBAWvWrMGtW7eQnJyMM2fOwNHREaGhofj3v/+NhoaGHtsXIeTZU6vVOHPmDObPnw87Ozv87W9/w+zZs3H37l189NFHCAgIoBd8EaIn9CIJYFkWD5sbn/nUE+Oyi8VitLS0cMsNDQ3YuHEjdu/ejTNnzkChUGD58uXc9rq6OkRGRiInJwfnzp2Dq6srQkJCUFdXBwD47LPPkJycjB07duDmzZv48ssvtUaIWbhwIc6ePYt9+/bh6tWrmDVrFoKCgnDz5s0O4/ul+gBg06ZN8Pf3x+XLlxETE4MFCxagsLCwXV2arkHm5ubYvHkzlEolXn31VSxbtgxeXl5QKpXcOgAIDg6Gqalpp5OXl1eXznVgYCDKyspw+PBhsCyLiooKfPrppwgJCeHKnD17tt2dhGnTpuHs2bOd1rt//34kJCQgKSkJ33//PWQyWbsG/p49e7B69WqsXbsWP/74I5KSkvDee+8hIyMDAPDgwQOEhobC29sbeXl5eP/99xEXF9el4+sKoVCIl19+GceOHcONGzcQEBCA+Ph4SKVSREVF4cSJE9RdiJB+pKCgACtXroSTkxNeeeUVCAQCfP3117h27RoWLVrU7543I4Q8Pb0YIrShpQlDl0x65vst3nIKJobibn2WZVmcPHkSx44dw6JFi7j1ra2t2L59O4YOHQrgUaN9zZo13PbJkydr1bNz505YWFggOzsbM2bMgEKhgFQqxZQpUyAUCuHg4IDRo0cDABQKBdLS0qBQKGBnZwcAWL58OY4ePYq0tDQkJSW1i/NJ9WmEhIQgJiYGABAXF4fk5GScOnUK7u7uWuU0XYN4PB4kEgl3xd7U1BQCgaDdFfwPP/wQjY2NnZ5DoVDY6baOvPDCC9izZw9effVVNDU1QaVSITQ0FFu3buXKlJeXw9bWVutztra2KC8v77TezZs3Izo6GtHR0QCADz74ACdOnNC6GxAfH49NmzbhlVdeAQA4OTnh+vXr2LFjByIjI7F3717weDzs2rULRkZGGDZsGO7cuaPVVam3ODk54S9/+QtWrVqFvLw8ZGZmIjw8HHw+H7Nnz0Z4eDh8fX3p6iEhfcydO3fwySefIDMzE4WFhXjppZewdetWTJ06FSKRSNfhEUJ0TC/uBPQnhw4dgqmpKYyMjBAcHIxXX30VCQkJ3HZjY2MuAQAAmUyGyspKbrmiogLz5s2Dq6srJBIJzM3NUV9fD4VCAQCYNWsWGhsb4ezsjHnz5uGLL77gHjzOz88HwzBwc3PTuqKenZ2N4uLiDuN9Un0aPj4+3DyPx4NUKtWKubsGDx4MFxeXTie5XN6l+q5fv44lS5Zg9erVuHTpEo4ePYrS0lL86U9/eqo4f/zxRwQEBGitCwwM5OYfPnyI4uJiREdHa533Dz74gDvvhYWF8PHxgZGREfe5x5Ot3sbj8TBq1CgkJyfj9u3bSE9PR3V1NcaPHw8vLy8kJSWhtLT0mcZECNFWW1uLtLQ0/Pa3v4WjoyP+85//4O2330ZFRQX27duHGTNmUAJACAGgJ3cCjEVGKN5ySif77apJkyYhJSUFIpEIdnZ2Wg/MAu2vbvN4PK1uR5GRkaipqcGWLVsgl8thaGiIwMBArkvRkCFDUFhYiBMnTuD48eOIiYnBhg0bkJ2djfr6ehgYGODSpUvthoEzNTXtMN4n1aeJtaOYe+KttcHBwfj222873S6Xy1FQUPCr61u3bh1eeOEFrFixAsCj5MXExATjxo3DBx98AJlMBqlUioqKCq3PVVRUdPqcwa9RX18PANi1a1e7ZKGvDscnEAgwdepUTJ06FSkpKcjKykJmZiYSEhIQEBCAOXPmYNasWTSWOCHPQEtLC44cOYI9e/bg4MGDGDZsGMLDw5GZmQmZTKbr8AghfZReJAE8Hq/b3XKeNRMTE7i4uHT787m5udi2bRvXj72srAzV1dVaZcRiMUJDQxEaGorY2Fh4eHggPz8ffn5+YBgGlZWVGDdu3K/eZ2f1jRw5stvH0ZZIJOqw/3lPdwdqaGhol3RpGuGaRCswMBAnT57EW2+9xZU5fvy41pX9x3l6euL8+fOIiIjg1p07d46bt7W1hZ2dHf773/9izpw5Hdbh7u6OzMxMNDc3w9DQEMCjh8D7AmNjY/zxj3/EH//4R1RVVWH//v3IyMjAkiVLEBQUhDlz5iAkJKTTRJIQ0nUMwyA3NxeffPIJ9u/fD3Nzc8yZMwd5eXk0pCch5FfRiyRAn7i6umL37t3w9/fHgwcPsGLFCojF/58Apaeng2EYBAQEwNjYGJmZmRCLxZDL5bC0tMScOXMQERGBTZs2wc/PD1VVVTh58iR8fHwwffr0dvt7Un09xdHRESUlJbhy5Qrs7e1hZmYGQ0NDDB48uEv1XL9+HS0tLbh37x7q6uq4UXU07yAIDQ3FvHnzkJKSgmnTpkGpVOKtt97C6NGjuWcklixZggkTJmDTpk2YPn069u3bh++//15rxKPHLVmyBFFRUfD39+eeOygoKICzszNXJjExEYsXL4ZEIkFQUBCam5vx/fff4+eff8bSpUvx2muvYdWqVXjzzTfx7rvvQqFQYOPGjQDQp/riW1tbIzY2FrGxsSgqKsLevXsRHx+PiIgITJ48GWFhYZgxYwbs7e11HSoh/U5dXR3+85//ICsri3s/ye9//3tkZWVhzJgxfepvASGkH2AHmMbGRvb69etsY2OjrkPpssjISPall17qdHtaWhorkUi01n3xxRds229jXl4e6+/vzxoZGbGurq7sgQMHWLlcziYnJ3PlAwICWHNzc9bExIR9/vnn2RMnTnCfb2lpYVevXs06OjqyQqGQlclk7Msvv8xevXq1w5h+qb62+9YYMWIEGx8fz7Isy5aUlLAA2MuXL3PbJRIJm5aWxi03NTWxv/vd71gLCwsWgNa2rpDL5SyAdlNb//jHP9hhw4axYrGYlclk7Jw5c9jbt29rldm/fz/r5ubGikQi1svLi/36669/cd9r165lraysWFNTUzYyMpJ955132BEjRmiV2bNnD+vr68uKRCL2ueeeY8ePH89+/vnn3Pbc3FzWx8eHFYlE7KhRo9i9e/eyANgbN2786nOgq9+PGzdusBs2bGDHjx/PGhgYsCNHjmQTEhLYS5cusWq1+pnGQjrX0tLCfvnll2xLS4uuQyH/R6FQsFu3bmWnTZvGikQi1tPTk33nnXfYnJwcVqVS6To8Qkg/xmPZHhjHsg9pampCSUkJnJyctB6iJGSg2bNnD/7nf/4HtbW1Wnd7nqQv/H7U1NTgyJEjyMrKwtGjRyGRSDBjxgyEhYVh0qRJ9HurQ62trTh8+DBCQkK63J2O9Ay1Wo28vDwcPHgQWVlZuHbtGsaOHct1uXR1ddV1iISQAYK6AxHST3z88cdwdnbG4MGD8cMPPyAuLg5/+MMffnUC0FdYWloiPDwc4eHhaGlpQXZ2NrKysrBgwQJUV1dj6tSpCAsLw/Tp02Ftba3rcAnpdY2Njfjmm2+QlZWFQ4cOob6+HsHBwVixYgWCgoIwaNAgXYdICBmAKAkgpJ8oLy/H6tWrUV5eDplMhlmzZmHt2rW6DuupiEQivPjii3jxxRfxj3/8A/n5+cjKykJKSgreeOMNBAQEIDQ0FFOnTsWIESP67GhJhHQFy7IoLS3FN998g4MHD+L48eOwsbFBWFgYPv74Y4wbN46G8SSE9DrqDkSIHulPvx9KpRKHDh3CoUOHcPr0afB4PIwfPx4TJ07ExIkTKSnoBdQdqPeUlJTg9OnT3HT37l0EBAQgJCQEYWFh8PLyogd7CSHPFCUBhOiR/vr7wTAMrly5wjWgzpw5Q0lBL6AkoOeUlpZqNfrv3LmDgIAA7uc1MDAQJiYmug6TEKLHqDsQIaTPMzAwwKhRozBq1CgsW7ZMKyk4deoUEhMTKSkgOtVRo3/06NGYOHEidu3ahTFjxlCjnxDSpwzYOwGOjo797oFJQnpbY2MjSktL+92dgF+iUqm07hR8++234PP5XFIwZswY+Pj40N+EX0B3An4dhmHw008/4fz58x02+jU/c9ToJ4T0ZQMuCdD8cbaxsYGlpaWuwyGkT6mpqUFlZSXc3NwG9FXytknBqVOncP78edy/fx9eXl7cHYVRo0ZhxIgRlBi0QUlAewzDoLCwEJcuXeKmy5cvg2EY+Pn5YeLEiZg0aRI1+gkh/c6ASwKARw8U3r9/HzY2NjA2NqaHrYjeY1kWDQ0NqKyshIWFBWQyma5DeqZYloVCodBqyF26dAk///wzhg0b1i4xMDY21nXIOqHvSQDDMLhx44bWz8iVK1egVqvh6+ur9XPi6ekJgYB61BJC+q8BmQSwLIvy8nLcv39f16EQ0qdYWFhAKpVSYoxHfyfKysraJQY1NTUdJgb6cJVXn5IAlUrVYYMfQLsGv4eHBzX4CSEDzoBMAjQYhkFra6uuwyCkTxAKhQO6C1BPYFkWt2/fbpcYVFVVwcHBAW5ubu0muVw+YM7rQEsCWJZFRUUFfvrpJ/z000+4efMmN19UVAShUAg/Pz+MHDlSq8E/UL6fhBDyJAM6CSCEkKelubNYWFjINSA1U3FxMfh8PoYOHdphgmBra9uv7rr01ySgtrZWq4Hfdqqrq8OQIUPafW9cXV3h7OxMDX5CiN6iJIAQQrpJpVKhtLS0w8ZnWVkZzMzM4OrqCjc3Nzg7O0Mmk8HOzg4ymYybDA0NdX0YnL6YBDAMg8rKSiiVSty9exdKpRJKpRIKhYI71xUVFbC0tOwwEXNxcdHbZzwIIeRJKAkghJBe0NDQgKKiIq6hWlpaqtWQraiogFqtxqBBg7SSgo4SBZlM9kyeSXiWSUBrayvKy8u5Rv3jjXzNcmVlpdZ50pybtlf3XV1daTQ4QgjpIkoCCCFEBxiGQVVVVbuG7+ON4fLycrS2tsLc3ByDBg2CqakpzMzMYGZmxs13ZZ1QKASfzwefz4eBgQE3z+fzwTAMjhw5gqCgIPD5fKjV6naTSqXCw4cPUV9fj7q6Ou5rZ/MdrautrUV1dTV4PB6sra07TX40y1KptE/dMSGEkIGAkgBCCOnD1Go1ampquKGPu9rgbjvPMEyPxfVrE4+O5s3NzSGTyWBjY9Nnuh0RQoi+oSSAEEL0AMuyaG5uhkql6vAKf9vp8TsEj09isRh8Pl/Xh0QIIeQpUBJACCGEEEKInqFLOYQQQgghhOgZSgIIIYQQQgjRM5QEEEIIIYQQomcoCSCEEEIIIUTPUBJACCGEEEKInqEkgBBCCCGEED1DSQAhhBBCCCF6hpIAQgghhBBC9AwlAYQQQgghhOgZSgIIIYQQQgjRM5QEEEIIIYQQomcoCSCEkAFm3bp1+M1vfgMzMzPY2Nhg5syZKCws5LaXlpaCx+N1OB04cIArp1AoMH36dBgbG8PGxgYrVqyASqXS2ldiYiLs7e0xduxY/PTTT8/sGAkhhDwdSgIIIWSAyc7ORmxsLM6dO4fjx4+jtbUVU6dOxcOHDwEAQ4YMgVKp1JoSExNhamqK4OBgAADDMJg+fTpaWlrw3XffISMjA+np6Vi9ejW3n9zcXHz99df46quv8Nprr2HhwoU6OV5CCCFdx2NZltV1EIQQQnpPVVUVbGxskJ2djfHjx3dYxs/PDyNHjkRqaioA4MiRI5gxYwbu3r0LW1tbAMD27dsRFxeHqqoqiEQiHDp0CB9++CEOHDiAvLw8LFq0CBcuXHhmx0UIIaT76E4AIYQMcLW1tQCAQYMGdbj90qVLuHLlCqKjo7l1Z8+ehbe3N5cAAMC0adPw4MEDFBQUcMtNTU0wNjZGUFAQ1q1b14tHQQghpCcJdB0AIYSQ3qNWq/HWW2/hhRdewPDhwzssk5qaCk9PT4wZM4ZbV15erpUAAOCWy8vLAQBCoRBHjx5FZWUlLCwsIBKJeukoCCGE9DRKAgghZACLjY3FtWvXkJOT0+H2xsZG7N27F++9916392FjY9PtzxJCCNEN6g5ECCED1MKFC3Ho0CGcOnUK9vb2HZb59NNP0dDQgIiICK31UqkUFRUVWus0y1KptHcCJoQQ8sxQEkAIIQMMy7JYuHAhvvjiC3zzzTdwcnLqtGxqairCwsJgbW2ttT4wMBD5+fmorKzk1h0/fhzm5uYYNmxYr8VOCCHk2aDRgQghZICJiYnB3r178dVXX8Hd3Z1bL5FIIBaLueWioiK4ubnh8OHDCAoK0qqDYRj4+vrCzs4Of/vb31BeXo7XX38db7zxBpKSkp7ZsRBCCOkdlAQQQsgAw+PxOlyflpaGqKgobvnPf/4zMjMzUVpaCj6//Y3hW7duYcGCBTh9+jRMTEwQGRmJ9evXQyCgx8kIIaS/oySAEEIIIYQQPUPPBBBCCCGEEKJnKAkghBBCCCFEz1ASQAghhBBCiJ6hJIAQQgghhBA9Q0kAIYQQQggheoaSAEIIIYQQQvQMJQGEEEIIIYToGUoCCCGEEEII0TOUBBBCCCGEEKJnKAkghBBCCCFEz1ASQAghhBBCiJ6hJIAQQgghhBA987/5ZzOyUhSnZgAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 800x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Extract gain from antenna metrics\n",
    "gain_list = [am.gain for am in AM_list]\n",
    "\n",
    "# Gain comparison plot\n",
    "fig, ax = plt.subplots(figsize=(8, 8), tight_layout=True, subplot_kw={\"projection\": \"polar\"})\n",
    "\n",
    "for ii, gain in enumerate(gain_list[::4]):\n",
    "    gplot = gain.sel(theta=np.pi / 2, method=\"nearest\").squeeze()\n",
    "    ax.plot(phi, 10 * np.log10(gplot), label=f\"Phase shift={target_frac[4 * ii] * 180:.0f} deg\")\n",
    "\n",
    "ax.set_title(\"Gain (dB) in azimuthal plane ($\\\\theta=90$ deg)\", pad=30)\n",
    "ax.set_rmin(-10)\n",
    "ax.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b3d49e5c-1606-4aa5-ac42-426b5c8751ff",
   "metadata": {},
   "source": [
    "Using the `LobeMeasurer` utility, we can obtain metrics for the main and side lobes, such as direction, magnitude, and -3 dB beamwidth. Below, we measure the main lobe and the two adjacent side lobes for each feed pattern and record their properties in a `pandas.DataFrame` table. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "c0e52875-b620-4b9d-a70b-0fb2b82d9e46",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Get main and side lobe characteristics for each feed pattern\n",
    "df_list = []\n",
    "label_list = []\n",
    "for ii, gain in enumerate(gain_list):\n",
    "    # Define string label for each feed pattern\n",
    "    label_list += [f\"{target_frac[ii] * 180:.0f}\"]\n",
    "    # Use rf.LobeMeasurer to get lobe metrics\n",
    "    data = gain.sel(theta=np.pi / 2, method=\"nearest\").squeeze()\n",
    "    lm = rf.LobeMeasurer(angle=phi, radiation_pattern=data)\n",
    "    # Pick out main lobe and two adjacent side lobes\n",
    "    max_index = lm.lobe_measures[\"magnitude\"].idxmax()\n",
    "    lobe_data = lm.lobe_measures.iloc[max_index - 1 : max_index + 2].reset_index()[\n",
    "        [\"direction\", \"magnitude\", \"beamwidth\"]\n",
    "    ]\n",
    "    # Append to lobe metrics to list\n",
    "    df_list += [lobe_data]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "f72b1ea8-cbf1-46d9-8bb2-03619afcd1c5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead tr th {\n",
       "        text-align: left;\n",
       "    }\n",
       "\n",
       "    .dataframe thead tr:last-of-type th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr>\n",
       "      <th></th>\n",
       "      <th colspan=\"3\" halign=\"left\">Side Lobe 1</th>\n",
       "      <th colspan=\"3\" halign=\"left\">Main Lobe</th>\n",
       "      <th colspan=\"3\" halign=\"left\">Side Lobe 2</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th></th>\n",
       "      <th>Direction (deg)</th>\n",
       "      <th>Mag.</th>\n",
       "      <th>-3dB Beamwidth (deg)</th>\n",
       "      <th>Direction (deg)</th>\n",
       "      <th>Mag.</th>\n",
       "      <th>-3dB Beamwidth (deg)</th>\n",
       "      <th>Direction (deg)</th>\n",
       "      <th>Mag.</th>\n",
       "      <th>-3dB Beamwidth (deg)</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Phase shift (deg)</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>-180</th>\n",
       "      <td>134.0</td>\n",
       "      <td>0.620004</td>\n",
       "      <td>18.006084</td>\n",
       "      <td>188.0</td>\n",
       "      <td>8.198536</td>\n",
       "      <td>28.340757</td>\n",
       "      <td>212.0</td>\n",
       "      <td>3.201918</td>\n",
       "      <td>54.097302</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>-169</th>\n",
       "      <td>328.0</td>\n",
       "      <td>2.855913</td>\n",
       "      <td>63.118770</td>\n",
       "      <td>352.0</td>\n",
       "      <td>9.158275</td>\n",
       "      <td>39.295362</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>-158</th>\n",
       "      <td>308.0</td>\n",
       "      <td>0.222154</td>\n",
       "      <td>110.715653</td>\n",
       "      <td>358.0</td>\n",
       "      <td>8.936850</td>\n",
       "      <td>35.201744</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>-135</th>\n",
       "      <td>110.0</td>\n",
       "      <td>1.458950</td>\n",
       "      <td>7.744402</td>\n",
       "      <td>128.0</td>\n",
       "      <td>4.791148</td>\n",
       "      <td>27.740443</td>\n",
       "      <td>216.0</td>\n",
       "      <td>0.713229</td>\n",
       "      <td>40.486914</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>-124</th>\n",
       "      <td>108.0</td>\n",
       "      <td>1.329883</td>\n",
       "      <td>8.009338</td>\n",
       "      <td>128.0</td>\n",
       "      <td>7.532424</td>\n",
       "      <td>19.251698</td>\n",
       "      <td>174.0</td>\n",
       "      <td>0.139866</td>\n",
       "      <td>102.727974</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>-112</th>\n",
       "      <td>104.0</td>\n",
       "      <td>1.209504</td>\n",
       "      <td>7.221359</td>\n",
       "      <td>124.0</td>\n",
       "      <td>9.321255</td>\n",
       "      <td>17.386744</td>\n",
       "      <td>184.0</td>\n",
       "      <td>0.095801</td>\n",
       "      <td>28.061319</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>-101</th>\n",
       "      <td>100.0</td>\n",
       "      <td>1.049384</td>\n",
       "      <td>7.359342</td>\n",
       "      <td>120.0</td>\n",
       "      <td>10.436325</td>\n",
       "      <td>15.793280</td>\n",
       "      <td>168.0</td>\n",
       "      <td>0.047961</td>\n",
       "      <td>17.110808</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>-90</th>\n",
       "      <td>98.0</td>\n",
       "      <td>1.014581</td>\n",
       "      <td>7.044445</td>\n",
       "      <td>118.0</td>\n",
       "      <td>11.515368</td>\n",
       "      <td>14.661542</td>\n",
       "      <td>158.0</td>\n",
       "      <td>0.103076</td>\n",
       "      <td>23.204951</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>-79</th>\n",
       "      <td>94.0</td>\n",
       "      <td>0.950609</td>\n",
       "      <td>6.974312</td>\n",
       "      <td>114.0</td>\n",
       "      <td>12.338675</td>\n",
       "      <td>13.602179</td>\n",
       "      <td>152.0</td>\n",
       "      <td>0.206591</td>\n",
       "      <td>18.516912</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>-68</th>\n",
       "      <td>92.0</td>\n",
       "      <td>0.840098</td>\n",
       "      <td>7.461656</td>\n",
       "      <td>110.0</td>\n",
       "      <td>12.768028</td>\n",
       "      <td>13.110374</td>\n",
       "      <td>144.0</td>\n",
       "      <td>0.354660</td>\n",
       "      <td>17.678549</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>-56</th>\n",
       "      <td>88.0</td>\n",
       "      <td>0.846758</td>\n",
       "      <td>7.260991</td>\n",
       "      <td>108.0</td>\n",
       "      <td>12.612925</td>\n",
       "      <td>12.984227</td>\n",
       "      <td>138.0</td>\n",
       "      <td>0.357241</td>\n",
       "      <td>18.423627</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>-45</th>\n",
       "      <td>84.0</td>\n",
       "      <td>0.878121</td>\n",
       "      <td>7.096974</td>\n",
       "      <td>104.0</td>\n",
       "      <td>12.931682</td>\n",
       "      <td>12.373767</td>\n",
       "      <td>128.0</td>\n",
       "      <td>0.261527</td>\n",
       "      <td>17.484554</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>-34</th>\n",
       "      <td>80.0</td>\n",
       "      <td>0.829221</td>\n",
       "      <td>7.775574</td>\n",
       "      <td>100.0</td>\n",
       "      <td>12.724138</td>\n",
       "      <td>12.237446</td>\n",
       "      <td>122.0</td>\n",
       "      <td>0.287183</td>\n",
       "      <td>10.418724</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>-22</th>\n",
       "      <td>78.0</td>\n",
       "      <td>0.813133</td>\n",
       "      <td>7.937543</td>\n",
       "      <td>96.0</td>\n",
       "      <td>12.247619</td>\n",
       "      <td>12.477811</td>\n",
       "      <td>118.0</td>\n",
       "      <td>0.352962</td>\n",
       "      <td>8.634444</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>-11</th>\n",
       "      <td>74.0</td>\n",
       "      <td>0.838832</td>\n",
       "      <td>7.606582</td>\n",
       "      <td>94.0</td>\n",
       "      <td>12.430376</td>\n",
       "      <td>12.159187</td>\n",
       "      <td>114.0</td>\n",
       "      <td>0.419365</td>\n",
       "      <td>7.881879</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>70.0</td>\n",
       "      <td>0.762165</td>\n",
       "      <td>8.010417</td>\n",
       "      <td>90.0</td>\n",
       "      <td>12.992111</td>\n",
       "      <td>11.815260</td>\n",
       "      <td>110.0</td>\n",
       "      <td>0.492487</td>\n",
       "      <td>7.434534</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>66.0</td>\n",
       "      <td>0.706618</td>\n",
       "      <td>7.966041</td>\n",
       "      <td>86.0</td>\n",
       "      <td>12.989350</td>\n",
       "      <td>12.210519</td>\n",
       "      <td>106.0</td>\n",
       "      <td>0.585714</td>\n",
       "      <td>7.510437</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>62.0</td>\n",
       "      <td>0.652181</td>\n",
       "      <td>8.277659</td>\n",
       "      <td>82.0</td>\n",
       "      <td>12.973266</td>\n",
       "      <td>12.712960</td>\n",
       "      <td>102.0</td>\n",
       "      <td>0.683039</td>\n",
       "      <td>7.239515</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>58.0</td>\n",
       "      <td>0.596784</td>\n",
       "      <td>8.233915</td>\n",
       "      <td>80.0</td>\n",
       "      <td>13.610419</td>\n",
       "      <td>12.742327</td>\n",
       "      <td>98.0</td>\n",
       "      <td>0.682405</td>\n",
       "      <td>7.337326</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>54.0</td>\n",
       "      <td>0.502738</td>\n",
       "      <td>8.453348</td>\n",
       "      <td>76.0</td>\n",
       "      <td>14.274513</td>\n",
       "      <td>12.852585</td>\n",
       "      <td>96.0</td>\n",
       "      <td>0.730029</td>\n",
       "      <td>7.117201</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>50.0</td>\n",
       "      <td>0.391363</td>\n",
       "      <td>8.714127</td>\n",
       "      <td>72.0</td>\n",
       "      <td>14.396497</td>\n",
       "      <td>13.228996</td>\n",
       "      <td>92.0</td>\n",
       "      <td>0.824360</td>\n",
       "      <td>6.993893</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>46.0</td>\n",
       "      <td>0.268768</td>\n",
       "      <td>9.239750</td>\n",
       "      <td>68.0</td>\n",
       "      <td>14.100946</td>\n",
       "      <td>13.553592</td>\n",
       "      <td>88.0</td>\n",
       "      <td>0.854214</td>\n",
       "      <td>7.268785</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>42.0</td>\n",
       "      <td>0.188618</td>\n",
       "      <td>10.582732</td>\n",
       "      <td>66.0</td>\n",
       "      <td>13.653298</td>\n",
       "      <td>13.802285</td>\n",
       "      <td>86.0</td>\n",
       "      <td>0.873744</td>\n",
       "      <td>7.101007</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>36.0</td>\n",
       "      <td>0.178494</td>\n",
       "      <td>12.716537</td>\n",
       "      <td>62.0</td>\n",
       "      <td>12.878441</td>\n",
       "      <td>14.070354</td>\n",
       "      <td>82.0</td>\n",
       "      <td>0.822064</td>\n",
       "      <td>7.602150</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>32.0</td>\n",
       "      <td>0.241713</td>\n",
       "      <td>49.347015</td>\n",
       "      <td>58.0</td>\n",
       "      <td>11.839140</td>\n",
       "      <td>14.289969</td>\n",
       "      <td>80.0</td>\n",
       "      <td>0.802562</td>\n",
       "      <td>7.737259</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>112</th>\n",
       "      <td>28.0</td>\n",
       "      <td>0.256847</td>\n",
       "      <td>53.102942</td>\n",
       "      <td>54.0</td>\n",
       "      <td>10.760105</td>\n",
       "      <td>14.266629</td>\n",
       "      <td>76.0</td>\n",
       "      <td>0.752173</td>\n",
       "      <td>7.961892</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>12.0</td>\n",
       "      <td>0.218673</td>\n",
       "      <td>80.477483</td>\n",
       "      <td>50.0</td>\n",
       "      <td>9.471248</td>\n",
       "      <td>14.417577</td>\n",
       "      <td>72.0</td>\n",
       "      <td>0.662934</td>\n",
       "      <td>9.072303</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>135</th>\n",
       "      <td>18.0</td>\n",
       "      <td>0.114624</td>\n",
       "      <td>105.988198</td>\n",
       "      <td>46.0</td>\n",
       "      <td>8.112656</td>\n",
       "      <td>14.694599</td>\n",
       "      <td>66.0</td>\n",
       "      <td>0.846406</td>\n",
       "      <td>8.171006</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>158</th>\n",
       "      <td>150.0</td>\n",
       "      <td>1.029767</td>\n",
       "      <td>70.249544</td>\n",
       "      <td>184.0</td>\n",
       "      <td>7.881295</td>\n",
       "      <td>28.143009</td>\n",
       "      <td>210.0</td>\n",
       "      <td>1.338440</td>\n",
       "      <td>68.375665</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>169</th>\n",
       "      <td>148.0</td>\n",
       "      <td>0.484174</td>\n",
       "      <td>91.293511</td>\n",
       "      <td>186.0</td>\n",
       "      <td>9.046866</td>\n",
       "      <td>28.407421</td>\n",
       "      <td>210.0</td>\n",
       "      <td>2.302108</td>\n",
       "      <td>54.986287</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>180</th>\n",
       "      <td>134.0</td>\n",
       "      <td>0.620004</td>\n",
       "      <td>18.006084</td>\n",
       "      <td>188.0</td>\n",
       "      <td>8.198536</td>\n",
       "      <td>28.340757</td>\n",
       "      <td>212.0</td>\n",
       "      <td>3.201918</td>\n",
       "      <td>54.097302</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                      Side Lobe 1                                 \\\n",
       "                  Direction (deg)      Mag. -3dB Beamwidth (deg)   \n",
       "Phase shift (deg)                                                  \n",
       "-180                        134.0  0.620004            18.006084   \n",
       "-169                        328.0  2.855913            63.118770   \n",
       "-158                        308.0  0.222154           110.715653   \n",
       "-135                        110.0  1.458950             7.744402   \n",
       "-124                        108.0  1.329883             8.009338   \n",
       "-112                        104.0  1.209504             7.221359   \n",
       "-101                        100.0  1.049384             7.359342   \n",
       "-90                          98.0  1.014581             7.044445   \n",
       "-79                          94.0  0.950609             6.974312   \n",
       "-68                          92.0  0.840098             7.461656   \n",
       "-56                          88.0  0.846758             7.260991   \n",
       "-45                          84.0  0.878121             7.096974   \n",
       "-34                          80.0  0.829221             7.775574   \n",
       "-22                          78.0  0.813133             7.937543   \n",
       "-11                          74.0  0.838832             7.606582   \n",
       "0                            70.0  0.762165             8.010417   \n",
       "11                           66.0  0.706618             7.966041   \n",
       "22                           62.0  0.652181             8.277659   \n",
       "34                           58.0  0.596784             8.233915   \n",
       "45                           54.0  0.502738             8.453348   \n",
       "56                           50.0  0.391363             8.714127   \n",
       "68                           46.0  0.268768             9.239750   \n",
       "79                           42.0  0.188618            10.582732   \n",
       "90                           36.0  0.178494            12.716537   \n",
       "101                          32.0  0.241713            49.347015   \n",
       "112                          28.0  0.256847            53.102942   \n",
       "124                          12.0  0.218673            80.477483   \n",
       "135                          18.0  0.114624           105.988198   \n",
       "158                         150.0  1.029767            70.249544   \n",
       "169                         148.0  0.484174            91.293511   \n",
       "180                         134.0  0.620004            18.006084   \n",
       "\n",
       "                        Main Lobe                                  \\\n",
       "                  Direction (deg)       Mag. -3dB Beamwidth (deg)   \n",
       "Phase shift (deg)                                                   \n",
       "-180                        188.0   8.198536            28.340757   \n",
       "-169                        352.0   9.158275            39.295362   \n",
       "-158                        358.0   8.936850            35.201744   \n",
       "-135                        128.0   4.791148            27.740443   \n",
       "-124                        128.0   7.532424            19.251698   \n",
       "-112                        124.0   9.321255            17.386744   \n",
       "-101                        120.0  10.436325            15.793280   \n",
       "-90                         118.0  11.515368            14.661542   \n",
       "-79                         114.0  12.338675            13.602179   \n",
       "-68                         110.0  12.768028            13.110374   \n",
       "-56                         108.0  12.612925            12.984227   \n",
       "-45                         104.0  12.931682            12.373767   \n",
       "-34                         100.0  12.724138            12.237446   \n",
       "-22                          96.0  12.247619            12.477811   \n",
       "-11                          94.0  12.430376            12.159187   \n",
       "0                            90.0  12.992111            11.815260   \n",
       "11                           86.0  12.989350            12.210519   \n",
       "22                           82.0  12.973266            12.712960   \n",
       "34                           80.0  13.610419            12.742327   \n",
       "45                           76.0  14.274513            12.852585   \n",
       "56                           72.0  14.396497            13.228996   \n",
       "68                           68.0  14.100946            13.553592   \n",
       "79                           66.0  13.653298            13.802285   \n",
       "90                           62.0  12.878441            14.070354   \n",
       "101                          58.0  11.839140            14.289969   \n",
       "112                          54.0  10.760105            14.266629   \n",
       "124                          50.0   9.471248            14.417577   \n",
       "135                          46.0   8.112656            14.694599   \n",
       "158                         184.0   7.881295            28.143009   \n",
       "169                         186.0   9.046866            28.407421   \n",
       "180                         188.0   8.198536            28.340757   \n",
       "\n",
       "                      Side Lobe 2                                 \n",
       "                  Direction (deg)      Mag. -3dB Beamwidth (deg)  \n",
       "Phase shift (deg)                                                 \n",
       "-180                        212.0  3.201918            54.097302  \n",
       "-169                          NaN       NaN                  NaN  \n",
       "-158                          NaN       NaN                  NaN  \n",
       "-135                        216.0  0.713229            40.486914  \n",
       "-124                        174.0  0.139866           102.727974  \n",
       "-112                        184.0  0.095801            28.061319  \n",
       "-101                        168.0  0.047961            17.110808  \n",
       "-90                         158.0  0.103076            23.204951  \n",
       "-79                         152.0  0.206591            18.516912  \n",
       "-68                         144.0  0.354660            17.678549  \n",
       "-56                         138.0  0.357241            18.423627  \n",
       "-45                         128.0  0.261527            17.484554  \n",
       "-34                         122.0  0.287183            10.418724  \n",
       "-22                         118.0  0.352962             8.634444  \n",
       "-11                         114.0  0.419365             7.881879  \n",
       "0                           110.0  0.492487             7.434534  \n",
       "11                          106.0  0.585714             7.510437  \n",
       "22                          102.0  0.683039             7.239515  \n",
       "34                           98.0  0.682405             7.337326  \n",
       "45                           96.0  0.730029             7.117201  \n",
       "56                           92.0  0.824360             6.993893  \n",
       "68                           88.0  0.854214             7.268785  \n",
       "79                           86.0  0.873744             7.101007  \n",
       "90                           82.0  0.822064             7.602150  \n",
       "101                          80.0  0.802562             7.737259  \n",
       "112                          76.0  0.752173             7.961892  \n",
       "124                          72.0  0.662934             9.072303  \n",
       "135                          66.0  0.846406             8.171006  \n",
       "158                         210.0  1.338440            68.375665  \n",
       "169                         210.0  2.302108            54.986287  \n",
       "180                         212.0  3.201918            54.097302  "
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Concatenate individual tables into one big table\n",
    "lobe_data_table = pd.concat(df_list, keys=label_list)\n",
    "\n",
    "# Re-arrange columns and convert units\n",
    "lobe_data_table = lobe_data_table.unstack()\n",
    "lobe_data_table.index.name = \"Phase shift (deg)\"\n",
    "lobe_data_table[\"direction\"] = lobe_data_table[\"direction\"] / np.pi * 180\n",
    "lobe_data_table[\"beamwidth\"] = lobe_data_table[\"beamwidth\"] / np.pi * 180\n",
    "lobe_data_table = lobe_data_table.rename(\n",
    "    columns={\n",
    "        \"direction\": \"Direction (deg)\",\n",
    "        \"magnitude\": \"Mag.\",\n",
    "        \"beamwidth\": \"-3dB Beamwidth (deg)\",\n",
    "    },\n",
    "    level=0,\n",
    ")\n",
    "\n",
    "# Regroup columns by main/side lobes\n",
    "lobe_data_table = lobe_data_table.sort_index(axis=1, level=1, sort_remaining=False).reorder_levels(\n",
    "    [1, 0], axis=1\n",
    ")\n",
    "# Relabel columns\n",
    "lobe_data_table = lobe_data_table.rename(\n",
    "    columns={0: \"Side Lobe 1\", 1: \"Main Lobe\", 2: \"Side Lobe 2\"}, level=0\n",
    ")\n",
    "\n",
    "# Display table\n",
    "lobe_data_table"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "481b3859-72b3-4400-aed2-54a19a5e91a0",
   "metadata": {},
   "source": [
    "We can also combine all the gain patterns using `np.max()` to generate the total scan pattern. The total scan pattern shows the maximum achievable gain for the whole array at a given angle coordinate. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "dc6bfe20-cb25-4eee-915c-f30f42686f78",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1000x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Calculate total scan pattern\n",
    "full_gain_list = 10 * np.log10(np.abs(np.array(gain_list))).squeeze()\n",
    "scan_max = np.max(full_gain_list, axis=0)  # max gain at given angle\n",
    "\n",
    "# 2D plot of total scan pattern\n",
    "qq, pp = np.meshgrid(phi / np.pi * 180, theta / np.pi * 180)\n",
    "fig, ax = plt.subplots(figsize=(10, 6), tight_layout=True)\n",
    "pcm = ax.pcolormesh(qq, pp, scan_max, shading=\"nearest\", cmap=\"rainbow\")\n",
    "cbat = fig.colorbar(pcm)\n",
    "ax.set_xlabel(\"Azimuthal angle (deg)\")\n",
    "ax.set_ylabel(\"Elevation angle (deg)\")\n",
    "ax.set_title(\"Total scan pattern (dBi)\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ab441fea-9831-4356-8eab-22d703dac53c",
   "metadata": {},
   "source": [
    "### Axial Ratio"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3b754b03-fe33-442e-b1c0-5cd7e09e533f",
   "metadata": {},
   "source": [
    "We calculate the axial ratio (AR) of the main lobe in the azimuthal (x-y) plane for each scan angle. We will use a subset of the scan pattern that covers the 45 to 135 degree arc. First, we locate the main lobe angle. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "8656e747-4f07-4bb1-b500-e6f22bd2ba3d",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Calculate main lobe azimuthal angle for each scan pattern\n",
    "main_lobe_angles = []\n",
    "for gain in gain_list[5:29]:\n",
    "    lobe_angle = phi[np.argmax(gain.sel(theta=np.pi / 2, method=\"nearest\").squeeze().data)]\n",
    "    main_lobe_angles += [lobe_angle]\n",
    "main_lobe_angles = np.array(main_lobe_angles)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f1873f17-e403-4864-aafe-80aabb09c169",
   "metadata": {},
   "source": [
    "Then, we extract the axial ratio at each scan angle."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "0390d132-494f-4b9c-94f1-781395d9c7bf",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Extract AR for phi = main lobe angle, theta = 90 degrees\n",
    "AR_list = [\n",
    "    am.axial_ratio.sel(theta=np.pi / 2, phi=main_lobe_angles[ii], method=\"nearest\").squeeze()\n",
    "    for ii, am in enumerate(AM_list[5:29])\n",
    "]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "271adea6-ff22-4d80-8755-aa508a0bfe5f",
   "metadata": {},
   "source": [
    "The AR is plotted against the scan angle below."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "77f37ab3-d0bb-4b94-8df6-3cc8ee5a3a0a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1000x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot AR vs main lobe angle\n",
    "fig, ax = plt.subplots(figsize=(10, 5))\n",
    "ax.plot(main_lobe_angles / np.pi * 180, AR_list)\n",
    "ax.grid()\n",
    "ax.set_title(\"Axial ratio vs azimuthal scan angle\")\n",
    "ax.set_xlabel(\"Main lobe angle (degrees)\")\n",
    "ax.set_ylabel(\"Axial ratio\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "09bfda0d-00c4-4903-a247-ddb95ee17ea1",
   "metadata": {},
   "source": [
    "## Reference"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8af7789f-71b4-4cc2-8c91-6a0b1e077b0c",
   "metadata": {},
   "source": [
    "[1] Syrytsin, Igor, Shuai Zhang, and Gert Fr. \"Circularly polarized planar helix phased antenna array for 5G mobile terminals.\" In 2017 International Conference on Electromagnetics in Advanced Applications (ICEAA), pp. 1105-1108. IEEE, 2017."
   ]
  }
 ],
 "metadata": {
  "applications": [
   "Microwave and RF devices"
  ],
  "description": "This notebook demonstrates how to simulate an antenna array of planar helical design.",
  "feature_image": "./img/planar_helical_antenna_array_render.png",
  "features": [
   "Lumped port",
   "Smatrix plugin"
  ],
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "keywords": "5G, mobile terminal, helical antenna, phased array, lumped port, gain, scan pattern, 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": "3.13.7"
  },
  "title": "Planar helical antenna array"
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
