{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "# Export to GDS file\n",
        "\n",
        "[GDS](https://en.wikipedia.org/wiki/GDSII) is a binary file format used\n",
        "to represent planar geometric shapes, text labels, and other information\n",
        "about integrated circuits layout in hierarchical form. The GDS file\n",
        "generation is usually the last step in the photonic design workflow.\n",
        "\n",
        "<img src=\"img/export_to_gds.png\" alt=\"GDS layout image\" width=\"400\"/>\n",
        "\n",
        "Tidy3D\n",
        "[geometries](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/index.html#geometry),\n",
        "[structures](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Structure.html#tidy3d.Structure),\n",
        "and\n",
        "[simulations](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Simulation.html#tidy3d.Simulation)\n",
        "can be exported to GDS format via the third-party\n",
        "[gdstk](https://heitzmann.github.io/gdstk/) package.\n",
        "\n",
        "**As of version 2.9, we removed the support for the `gdspy` package.**\n",
        "\n",
        "There are 4 methods available on those objects to export them to GDS.\n",
        "All of them take an axis coordinate (either `x`, `y`, or `z`) that\n",
        "defines the cross-section plane from which to export the GDS polygons.\n",
        "Geometry and structure methods also take the `layer` and `datatype`\n",
        "numbers to export, whereas simulations require defining a dictionary\n",
        "mapping structure media to `layer` and `datatype`. This dictionary\n",
        "allows us to export each medium to a separate GDS layer/datatype.\n",
        "Structure and simulation methods also accept a `permittivity_threshold`\n",
        "and `frequency` arguments, which can be used to sample custom medium\n",
        "when exporting geometry, for example, from an inverse designed\n",
        "structure.\n",
        "\n",
        "- [Geometry.to_gds_file](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Geometry.html#tidy3d.Geometry.to_gds_file),\n",
        "  [Structure.to_gds_file](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Structure.html#tidy3d.Structure.to_gds_file),\n",
        "  [Simulation.to_gds_file](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Simulation.html#tidy3d.Simulation.to_gds_file):\n",
        "  export the cross-section polygons directly to a GDS file.\n",
        "\n",
        "- [Geometry.to_gds](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Geometry.html#tidy3d.Geometry.to_gds),\n",
        "  [Structure.to_gds](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Structure.html#tidy3d.Structure.to_gds),\n",
        "  [Simulation.to_gds](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Simulation.html#tidy3d.Simulation.to_gds):\n",
        "  append the cross-section polygons to a pre-existing `gdstk.Cell`.\n",
        "\n",
        "- [Geometry.to_gdstk](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Geometry.html#tidy3d.Geometry.to_gdstk),\n",
        "  [Structure.to_gdstk](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Structure.html#tidy3d.Structure.to_gdstk),\n",
        "  [Simulation.to_gdstk](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Simulation.html#tidy3d.Simulation.to_gdstk):\n",
        "  returns a list with cross-section polygons as `gdstk.Polygon`.\n",
        "\n",
        "In this notebook, we show a few examples of using these functions to\n",
        "create GDS polygons, cells and files from `Tidy3D`. To import existing\n",
        "GDS files into Tidy3D simulations refer to the [Importing GDS\n",
        "files](https://docs.flexcompute.com/projects/tidy3d/en/latest/notebooks/GDSImport.html)\n",
        "tutorial. If you are new to the finite-difference time-domain (FDTD)\n",
        "method, we highly recommend going through our\n",
        "[FDTD101](https://www.flexcompute.com/fdtd101/) tutorials."
      ],
      "id": "c5780047-cd20-47e8-b10f-76ef30188f11"
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {},
      "outputs": [],
      "source": [
        "# standard python imports\n",
        "import os\n",
        "\n",
        "import gdstk\n",
        "import matplotlib.pyplot as plt\n",
        "import numpy as np\n",
        "\n",
        "# tidy3d import\n",
        "import tidy3d as td\n",
        "from tidy3d import web"
      ],
      "id": "c014109f"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Here we have some parameters used throughout the notebook."
      ],
      "id": "ba7b2889-f403-46b3-84e4-0a041ff8a3c5"
    },
    {
      "cell_type": "code",
      "execution_count": 2,
      "metadata": {},
      "outputs": [],
      "source": [
        "# Wavelengths\n",
        "lda0 = 1.55  # central wavelength\n",
        "freq0 = td.C_0 / lda0  # central frequency\n",
        "ldas = np.linspace(1.5, 1.6, 101)  # wavelength range\n",
        "freqs = td.C_0 / ldas  # frequency range\n",
        "fwidth = 0.5 * (np.max(freqs) - np.min(freqs))  # width of the source frequency range"
      ],
      "id": "1b335ec2"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Example 1: Waveguide and Ring\n",
        "\n",
        "We will start by defining a simulation including two waveguides, a ring,\n",
        "and a custom medium structure. We will employ different mediums to\n",
        "illustrate how to organize them in multiple layers."
      ],
      "id": "2963a646-40d9-4abf-9618-8ac748d12f95"
    },
    {
      "cell_type": "code",
      "execution_count": 3,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
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06aK+ffsWea5N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0dFRSEmJkZYPH8oXdxh4YcoOKm9aC91sV7tb9rIcf5j/rGOZebP/Jk/81cL5s/8mb/Zscz8xeYf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ZmQCA0qVL+xXjzz//dDx+6KGHCtyudu3a+T5HVAw5SV20V3uxXuo3bdR+/mP+zJ/5xzqWmT/z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\nJ3/yLynyJ39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ZSY7329PteKqvviIjI0NvvvmmpEurGlgeN+Wow4cP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\n9uxRu3btdOrUKcXGxmrevHmG3d1v0a5dO+v/l3fffVe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          }
        }
      ],
      "source": [
        "core_medium = td.Medium(permittivity=3.48**2)\n",
        "wg = td.Structure(geometry=td.Box(size=(30, 0.45, 0.22)), medium=core_medium)\n",
        "\n",
        "ring_geo = td.Cylinder(radius=5, length=0.22, axis=2, center=(-4, 5.3, 0)) - td.Cylinder(\n",
        "    radius=4.5, length=0.22, axis=2, center=(-4, 5.3, 0)\n",
        ")\n",
        "ring = td.Structure(geometry=ring_geo, medium=core_medium)\n",
        "\n",
        "alternative_medium = td.Medium(permittivity=2.0**2)\n",
        "wg2 = td.Structure(\n",
        "    geometry=td.Box(center=(0, 10.7, 0.2 - 0.11), size=(30, 0.6, 0.4)),\n",
        "    medium=alternative_medium,\n",
        ")\n",
        "\n",
        "# Structure defined by a custom medium\n",
        "x = np.linspace(2, 8, 121)\n",
        "y = np.linspace(1, 7, 121)\n",
        "z = [0]\n",
        "x_mesh, y_mesh, z_mesh = np.meshgrid(x, y, z, indexing=\"ij\")\n",
        "\n",
        "n = 2.0 + (y_mesh - 1) / 6 - ((x_mesh - 5) / 3) ** 2\n",
        "n_dataset = td.SpatialDataArray(n, coords=dict(x=x, y=y, z=z))\n",
        "\n",
        "custom_medium = td.CustomMedium.from_nk(n_dataset, interp_method=\"nearest\")\n",
        "custom_structure = td.Structure(\n",
        "    geometry=td.Box(center=(5, 4, 0), size=(6, 6, 0.22)),\n",
        "    medium=custom_medium,\n",
        ")\n",
        "\n",
        "sim = td.Simulation(\n",
        "    center=(0, 6, 0),\n",
        "    size=(20, 15, 3),\n",
        "    structures=[wg, ring, wg2, custom_structure],\n",
        "    grid_spec=td.GridSpec.uniform(0.1),\n",
        "    run_time=1e-12,\n",
        ")\n",
        "\n",
        "fig, ax = plt.subplots(1, 2, figsize=(12, 5), tight_layout=True)\n",
        "\n",
        "_ = sim.plot_eps(z=0, freq=freq0, ax=ax[0])\n",
        "_ = sim.plot_eps(x=-4.5, freq=freq0, ax=ax[1])"
      ],
      "id": "62cd803c"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "We can start by exporting single geometries using `.to_gds_file`:"
      ],
      "id": "0d9b95ba-1a3e-48fc-b343-7eeceaa9a657"
    },
    {
      "cell_type": "code",
      "execution_count": 4,
      "metadata": {},
      "outputs": [],
      "source": [
        "ring_geo.to_gds_file(\n",
        "    \"./misc/gds_export_ring.gds\", z=0, gds_layer=1, gds_dtype=2, gds_cell_name=\"RING\"\n",
        ")"
      ],
      "id": "93702f87"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Then, we can look at the resulting GDS file in any compatible viewer.\n",
        "Here’s the result in [KLayout](https://www.klayout.de/):\n",
        "\n",
        "<img 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\" />\n",
        "\n",
        "Structures can be exported in a similar way, but in order to handle\n",
        "custom medium, we can specify the permittivity threshold that defined\n",
        "the polygon’s boundaries. We will use the `to_gdstk` method instead of\n",
        "storing them directly to a file this time."
      ],
      "id": "df8a732e-f6fa-44cc-b085-77c81b96d3ab"
    },
    {
      "cell_type": "code",
      "execution_count": 5,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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O5CUcx67EpZfL5WJnNwAAAACIAnYnMIsb/yYn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t3Obnm63/HKvZtsagmAcLEq4DrQ+YRTFBdbNBGM8GD1EnLGv8D/Cen0sW+++UZ33nmnVq1aJenY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\nAAAA0SFYhUuLu+PfOnX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          }
        }
      ],
      "source": [
        "polygons = custom_structure.to_gdstk(z=0, permittivity_threshold=2.0**2, frequency=freq0)\n",
        "\n",
        "# We can plot the retrieved polygons on top of our simulation to see how they match\n",
        "ax = sim.plot_eps(z=0, freq=freq0)\n",
        "for polygon in polygons:\n",
        "    vertices = polygon.points\n",
        "    vertices = np.vstack((vertices, vertices[0]))\n",
        "    ax.plot(vertices[:, 0], vertices[:, 1])"
      ],
      "id": "7761def2"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Now, we will export the geometry directly to a `gdstk.Cell`. This way,\n",
        "it is possible, for example, to append geometries from multiple `z`\n",
        "levels or with different thresholds."
      ],
      "id": "7426a322-9875-4cc1-8368-60a3e38316d4"
    },
    {
      "cell_type": "code",
      "execution_count": 6,
      "metadata": {},
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Cell 'MAIN' with 4 polygons, 0 flexpaths, 0 robustpaths, 0 references, and 0 labels"
          ]
        }
      ],
      "source": [
        "cell = gdstk.Cell(\"MAIN\")\n",
        "\n",
        "layer_map = {\n",
        "    core_medium: (1, 2),\n",
        "    alternative_medium: (2, 2),\n",
        "    custom_medium: (3, 3),\n",
        "}\n",
        "sim.to_gds(cell, z=0, permittivity_threshold=2.0**2, frequency=freq0, gds_layer_dtype_map=layer_map)\n",
        "\n",
        "print(cell)"
      ],
      "id": "5f137610"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Let’s add another level of the custom medium to the same cell and save\n",
        "the file."
      ],
      "id": "a306e3ad-dd13-4049-9c2d-abce2c50708b"
    },
    {
      "cell_type": "code",
      "execution_count": 7,
      "metadata": {},
      "outputs": [],
      "source": [
        "custom_structure.to_gds(\n",
        "    cell,\n",
        "    z=0,\n",
        "    permittivity_threshold=2.5**2,\n",
        "    frequency=freq0,\n",
        "    gds_layer=3,\n",
        "    gds_dtype=4,\n",
        ")\n",
        "\n",
        "lib = gdstk.Library()\n",
        "lib.add(cell)\n",
        "lib.write_gds(\"./misc/gds_export_ring_bus.gds\")"
      ],
      "id": "33beab5e"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Once more, we will take a loot at the result in Klayout.\n",
        "\n",
        "<img src=\"data:image/png;base64,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\" />\n",
        "\n",
        "## Example 2: Directional Coupler\n",
        "\n",
        "In this example, we will create a directional coupler (DC) simulation\n",
        "and export it to GDS. To define the DC geometry we will use a function\n",
        "presented in the [Defining common integrated photonic\n",
        "components](https://www.flexcompute.com/tidy3d/examples/notebooks/PICComponents/)\n",
        "tutorial."
      ],
      "id": "aeb25430-2513-44b8-809c-2867711d28ab"
    },
    {
      "cell_type": "code",
      "execution_count": 8,
      "metadata": {},
      "outputs": [],
      "source": [
        "# Directional coupler function.\n",
        "def directional_coupler(\n",
        "    x0,\n",
        "    y0,\n",
        "    z0,\n",
        "    wg_width,\n",
        "    wg_thickness,\n",
        "    wg_spacing_in,\n",
        "    wg_spacing_coup,\n",
        "    wg_length,\n",
        "    coup_length,\n",
        "    bend_length,\n",
        "    medium,\n",
        "    sidewall_angle=0,\n",
        "):\n",
        "    \"\"\"\n",
        "    This function defines a directional coupler and returns the tidy3d structure of it.\n",
        "\n",
        "    Parameters\n",
        "    ----------\n",
        "    x0: x coordinate of directional coupler center (um)\n",
        "    y0: y coordinate of directional coupler center (um)\n",
        "    z0: z coordinate of directional coupler center (um)\n",
        "    wg_width: width of the waveguide (um)\n",
        "    wg_thickness: thickness of the waveguide (um)\n",
        "    wg_spacing_in : spacing between the input straight waveguides (um)\n",
        "    wg_spacing_coup: gap size of the coupling region (um)\n",
        "    wg_length: length of the input straight waveguides (um)\n",
        "    coup_length：length of the coupling region (um)\n",
        "    bend_length: length of the bending (um)\n",
        "    medium: medium of the waveguide\n",
        "    sidewall_angle: side wall angle of the waveguide (rad)\n",
        "    \"\"\"\n",
        "\n",
        "    cell = gdstk.Cell(\"dc\")  # define a gds cell\n",
        "\n",
        "    # define a path\n",
        "    coup = gdstk.RobustPath(\n",
        "        (-wg_length - bend_length - coup_length / 2 + x0, wg_spacing_in / 2 + y0),\n",
        "        wg_width,\n",
        "        layer=1,\n",
        "        datatype=0,\n",
        "    )\n",
        "\n",
        "    coup.segment((-bend_length - coup_length / 2 + x0, wg_spacing_in / 2 + y0))\n",
        "\n",
        "    A = (wg_spacing_in - wg_spacing_coup - wg_width) / 4\n",
        "\n",
        "    coup.segment(\n",
        "        (-coup_length / 2 + x0, wg_spacing_in / 2 + y0),\n",
        "        offset=lambda u: A * np.cos(np.pi * u) - A,\n",
        "    )\n",
        "\n",
        "    coup.segment((coup_length / 2 + x0, wg_spacing_in / 2 + y0))\n",
        "\n",
        "    coup.segment(\n",
        "        (bend_length + coup_length / 2 + x0, wg_spacing_in / 2 + y0),\n",
        "        offset=lambda u: -A * np.cos(np.pi * u) - A,\n",
        "    )\n",
        "    coup.segment((wg_length + bend_length + coup_length / 2 + x0, wg_spacing_in / 2 + y0))\n",
        "\n",
        "    # add path to the cell\n",
        "    cell.add(coup)\n",
        "\n",
        "    # add the mirrored path to the cell\n",
        "    cell.add(coup.copy().mirror((x0 + 1, y0), (x0, y0)))\n",
        "\n",
        "    # define geometry from the gds cell\n",
        "    dc_geo = td.PolySlab.from_gds(\n",
        "        cell,\n",
        "        gds_layer=1,\n",
        "        axis=2,\n",
        "        slab_bounds=(z0 - wg_thickness / 2, z0 + wg_thickness / 2),\n",
        "        sidewall_angle=sidewall_angle,\n",
        "    )\n",
        "\n",
        "    # define tidy3d structure of the bend\n",
        "    dc = td.Structure(geometry=td.GeometryGroup(geometries=dc_geo), medium=medium)\n",
        "\n",
        "    return dc"
      ],
      "id": "969498e7"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "The waveguides material is silicon and the surrounding medium is silica.\n",
        "We will also include metallic pads."
      ],
      "id": "30be45ac-8196-4d28-86e7-11ca5182ac69"
    },
    {
      "cell_type": "code",
      "execution_count": 9,
      "metadata": {},
      "outputs": [],
      "source": [
        "# Materials definition.\n",
        "mat_si = td.Medium(permittivity=3.47**2)\n",
        "mat_sio2 = td.Medium(permittivity=1.44**2)\n",
        "mat_gold = td.material_library[\"Au\"][\"JohnsonChristy1972\"]"
      ],
      "id": "fa57c759"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Now, we will build the simulation including the DC structure, a mode\n",
        "source, and a field monitor. The DC structure is only for demonstration\n",
        "purposes, so it is not intended to be optimized. Two gold pads are\n",
        "included to illustrate the organization of different mediums in layers."
      ],
      "id": "5e754eba-7a47-4da0-aaf9-f0362fceafb0"
    },
    {
      "cell_type": "code",
      "execution_count": 10,
      "metadata": {},
      "outputs": [],
      "source": [
        "# Create the DC structure.\n",
        "dc = directional_coupler(\n",
        "    x0=0,\n",
        "    y0=0,\n",
        "    z0=0,\n",
        "    wg_spacing_in=10,\n",
        "    wg_width=0.50,\n",
        "    wg_thickness=0.22,\n",
        "    wg_spacing_coup=0.1,\n",
        "    coup_length=5,\n",
        "    bend_length=6,\n",
        "    wg_length=10,\n",
        "    medium=mat_si,\n",
        "    sidewall_angle=0,\n",
        ")\n",
        "\n",
        "# Two gold pads for illustration purpose.\n",
        "sq_up = td.Structure(\n",
        "    geometry=td.Box(center=(0, 3, 0), size=(4, 2, 0.22)),\n",
        "    medium=mat_gold,\n",
        ")\n",
        "\n",
        "sq_dw = td.Structure(\n",
        "    geometry=td.Box(center=(0, -3, 0), size=(4, 2, 0.22)),\n",
        "    medium=mat_gold,\n",
        ")\n",
        "\n",
        "# Add a mode source as excitation.\n",
        "mode_spec = td.ModeSpec(num_modes=1, target_neff=3.47)\n",
        "mode_source = td.ModeSource(\n",
        "    center=(-10, 5, 0),\n",
        "    size=(0, 2, 1.5),\n",
        "    source_time=td.GaussianPulse(freq0=freq0, fwidth=fwidth),\n",
        "    direction=\"+\",\n",
        "    mode_spec=mode_spec,\n",
        "    mode_index=0,\n",
        ")\n",
        "\n",
        "# Add a field monitor to visualize field distribution.\n",
        "field_monitor = td.FieldMonitor(\n",
        "    center=(0, 0, 0), size=(td.inf, td.inf, 0), freqs=[freq0], name=\"field\"\n",
        ")\n",
        "\n",
        "# construct simulation\n",
        "sim_ii = td.Simulation(\n",
        "    center=(0, 0, 0),\n",
        "    size=(21, 14, 2),\n",
        "    grid_spec=td.GridSpec.auto(min_steps_per_wvl=20, wavelength=lda0),\n",
        "    structures=[dc, sq_up, sq_dw],\n",
        "    sources=[mode_source],\n",
        "    monitors=[field_monitor],\n",
        "    run_time=1e-12,\n",
        "    boundary_spec=td.BoundarySpec.all_sides(boundary=td.PML()),\n",
        "    medium=mat_sio2,\n",
        ")"
      ],
      "id": "ca8ad816"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Let’s visualize the simulation and verify if all the components are in\n",
        "their correct places."
      ],
      "id": "1ae7f7ca-839c-4a8a-a5c9-b26c2349e54b"
    },
    {
      "cell_type": "code",
      "execution_count": 11,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
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kDVaX5F5y1uOU3NbMHwzp66379fXW/Rravb2uGJupTslt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aLhvTprUPdkRTrsVocIAGjnQlK0e+qpp0Ixjan+/ve/a9q0acrLy9Ps2bP10ksvqXfv3pJOrBy8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\nfcwcA0DLGIahd7/eo/fX77U6FElSlNOuO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          }
        }
      ],
      "source": [
        "ax = sim_ii.plot(z=0.001)\n",
        "ax.set_xlabel(\"x (um)\")\n",
        "ax.set_ylabel(\"y (um)\")\n",
        "plt.show()"
      ],
      "id": "2ef3e765"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "For completeness, you can uncomment the lines below and run the\n",
        "simulation before exporting it to GDS. However, it is worth mentioning\n",
        "that it is not even necessary. Once you build the simulation object, you\n",
        "can create the GDS file from it."
      ],
      "id": "e347f1c5-b359-439a-8aa8-962d5b165b09"
    },
    {
      "cell_type": "code",
      "execution_count": 12,
      "metadata": {},
      "outputs": [],
      "source": [
        "# sim_data = web.run(\n",
        "#    simulation=sim, task_name=\"dc_gds_export\", path=\"data/simulation_data.hdf5\"\n",
        "# )"
      ],
      "id": "e13a1bb5"
    },
    {
      "cell_type": "code",
      "execution_count": 13,
      "metadata": {},
      "outputs": [],
      "source": [
        "# sim_data.plot_field(field_monitor_name=\"field\", field_name=\"E\", val=\"abs\")\n",
        "# plt.show()"
      ],
      "id": "2f9d20b9"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "We will use the\n",
        "[.to_gds_file](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Simulation.html#tidy3d.Simulation.to_gds_file)\n",
        "function to export the `Simulation` object to a GDS file. In this case,\n",
        "we will set a `xy` plane through the `z = 0` coordinate and create a\n",
        "layer map to assign the `mat_si` medium to layer `(0, 0)` and `mat_gold`\n",
        "to layer `(1, 0)`."
      ],
      "id": "f931d840-204a-42a2-bfd5-40e2093d0385"
    },
    {
      "cell_type": "code",
      "execution_count": 14,
      "metadata": {},
      "outputs": [],
      "source": [
        "layer_map_ii = {\n",
        "    mat_si: (0, 0),\n",
        "    mat_gold: (1, 0),\n",
        "}\n",
        "\n",
        "sim_ii.to_gds_file(\n",
        "    fname=\"./misc/gds_export_dc.gds\",\n",
        "    z=0,\n",
        "    gds_cell_name=\"DC\",\n",
        "    gds_layer_dtype_map=layer_map_ii,\n",
        ")"
      ],
      "id": "72c16426"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Finally, let’s see the generated GDS in Klayout.\n",
        "\n",
        "<img 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lF984z/lm//9v/LLX5wrv715sRx89OHupttB9tl3fznm5a+U+dt3y7qe3sxsPTw0LKtXrZR6tUs6h1bLFZffIHV38+f3RyT8foNOklVx7qNf/epX8vWvf0PuvutuN3HbRUaGW69eAG7WocEhd/PPzczVL33pS+VP3/Uuef3rznJEkQWIqelgExISLOGmMNUO6Wyvyj13LJT7Fy6SlWsGZPaO28vjD90nDzzwO7n1zt9JvXN7OeNNfyAH7Dgonzv747Ls+bq0uwkK0yyW13facZ7sd8CBcsoZr5P3/uW7ZOjZFfJkj8hL99tBbrzlXjf2dMjzT6+QB+65SZ55tibHHLmf3HPnTfLA/ffK0uXPyuyddpTevn4ZdNkNDfTIww/cKw+teEqGG9XmaqmbT3XNlGldInctulluvOZGWfrkGpk/d548eNftcv/iJfLo8mVy/z13ysOPLJNZMzvl3jsXyoP33ChPrF4vs2fPlicefkCWLL5fbrvtLhls21be8Ad/KPvPbpfPffKT8uAT6/yiaHO+lY3Frg9bu/pZeXTZUrnl8p/Lr2+5X/7y3f9Xtnl2iXznh+fJI48slcsvv0SWPLY6s3amqVpCwgsFHti664qqMm2vo2T4uaflqXP+WdZdd4FM2/Ol0j5jBybUG57vzUW1rU2G+lbL9VdcLL8471dy480L5eEnnpQd58yV9saA9PUPy+HHnyxP3n6F3P9MTY498lDZY+99ZdvtdpQDDjxEjj3pZNlxZrubq/dkZOHJxx+X7h13lXVPPijX3/w76ehOB+BtbWCePH/+znL77bdnc+QLL7zIjSc7ZXNgiGBI3PKALLa7e+av/vIv5PTTT5dXn/Zq+Zu//uvMi65W23iO3fb3f//3HyWz4aER2eugl8qec2fIHbfeLivdALbnfofKaae8XAZXPy73P7xcdt3zQNlvj52la9qsbMK+zXbby/zZ28jN110j/d07yx+9460ye0ZHtmJKnulKF5fikEMOkSOOOEIOPfRQOf744zM/ZT1OtigdFw8CG5iPPvpomTt3bubjDIE8+qijZCc3gaNDI55aC7n5056+hIStC7y/qtIxIxsvfnPhpXLLwjtlxfOD8p6//Ut56KZL5fxLb5D2befI0QfvL9dfdrEsWvyYHHvqm+S04w/LTrJjElWttsuee+wlv7v5KvntldfL2kGRZx9fKtvsd5y8//97hVxy8TWuIxmQK357iSy65U455jXvkPf86Rvltqt/Lf/7s1/JboefJm894wR5fNXzcvQRR8nc7afJTb89T363Yp0ce+LxMqO92Wc40jd7lsj3v/+/ctfDK2TOggPlL971R7L4xovkBz+7wJVztjy7eKEsemxQ/ugtr5LLf/VTN1DfKUuW98pfve+D8tjCi+SiK65zBHZbOfaIQ+Xmqy6Sm+95VE485bVy6suPkq6OqgysfVpuvv0+edkpp8h2MiDXXXaRXHP1jXL7vY/Km9/5N3LWq06Q/faeJxf+/Edy6eVXyNKVa1wZT5bt68/IjfeulFe+4ri0py8hISLY0ze07BEZuP0Gqe7QJUPLH5Tee2+U4f6VMuTIVP+Dd0utd7VIb13aZs2TGSecPOk9fcxtmDFV2txnfVgef2y5LF/xhOx+0DFy5P7z5Z7fPSyHHH28HHLggbL/PrvIohuvlV0OfbmccNh+svve+8j6p5bJg489LXvtd7DstctO0j1jOzfP2l36nntcrrzqepl7wNHy1je9Wroqdam5Yuk8K10v7AW4F/bYY49srnvooYfIMcfweWh2b4CidFyAOAe6e+KAAw7I3uk3ODgkBx10oOyzz97Z6fdgQ5rFixf7O5Ibs1LNTvHMXEqcnOHhARkcbsjMGd6FjgNaBoaGsyNAh9xkvaOzXUaGa9I9jROCKjI4xHvS/CQ8ISEPOrfw3uBGpePbHJBPmJa8eUcffsz7779/9jskUE/N21w5CQkJUwOew4fdJOnb3/+5rHzyGdnl4OPlY//ybpG+dfL0c72y0+wd3KSnKj3PPyure4Zl7pztZOF1V8lzPSPZCXQNR/qOOukU2X27Nlm2/EnZfvZcwVuyvWuGdLsvvevWyre+/QVZ2ba3/N1bXy277TI3W3CvDfTIYyufk10XLJCOxoj0ugGxo50TQzukf+2zsnz5cnl46cMyMMIpZ3XpmLaNvPwVr8wmcPX2btnOjX+d3d1SH+qVxx5/WnaYs7ObNI3IsLTJmhV3yVe+9RNZvfo52X6PY+TjH32vtPWvk1Wre2WHHbd35WrPrHir1w3K7nsskLbGsEhbhww8u1Te8zd/JdMOOks+/Hd/JttUB+WZ1Wtl2512ltnbzXATgGFXFy5ezxpZsfJZ2Xm3PRzRvEk++9nPy7qdj5Pvfe5DUhkZkpHk6JCQEAXVDvc8Lr5Pnvvcv7vn81mRaa5T4hTNri5pYN1jAbvRIZXna7Ltm94l2779/5N6Frbp3EPnJ+F7+p544olsgVvnNrh2dnW0uXlSw2XNXt5OqbqOkBlUzc3Nb73yAvnJlXfLe97/IVmwfbsMN9pkxnRO0ud3/36/TpcfJ+13dHS7eXqXS+u3ZflDXNI8fWsDbcJcVsF9oKRvqlBZuHDhJnckpusKwvRmpSDuChknhQk/uX02xE9IiAzuQayGvMhyr732yv5OpC8hYesBq9jPPbVcrr32eqlPmy2nnHqKbD+9jQHHu1a68aXmLjahM54MD/bJqlXPyKBjNtkw6Mal7bbfSbaZNcPFZ0Bs7i/P0kEq2+WRpYul1r2j7LvLbBlx/QFjUpsjT2w54AXn2d9uksV3egT6hpGhvuxdeCN1pDTcxKpDdpw9W2bi4+nACcMjI7UN+bAHnv027Lt4/qlH5cqrb5SR7u3k1aehTwc5uKIyNrpyubikyyZqTib6Mb5KbcgR2t/KQ6vq8pozXyM7bz8jk4X8oSHv/QA4hl13Syy773a56sY7Zb9jTpQTDt3P5e10SN1aQkIcMM91fVP/LTdIz9WXS3YUsQsL0XDPbveCvWWbN7+ddyy4vqn4rAKdnyjpY269bNmy7LA6nfRn8+pm/r6v42+6y3apDz4nP/3hT2SXw0+VV5/wEunv68v6Ak2Tn6tn38nXfU9zod9vVJ599tl0BySUBrpSRqfHlUhfQsLWAyVOgAnRsCNTrcBz3M7z3PwbKHFqBZ71PHEaD0yGeCffKBpNwtj8cwxUnT7tE9RnY/A+P3/KX31kOHv5+3hod7r56aC03NSfkJBgCEhVrk8qQsP1A60IH6BvU9LHicF+kci7e04U3dOmu/6gnuXBIlRCwkRQeWDxQ2k2nFAa1Bs1mb3jjtnLSUeSpS8hISEhISFhKtG0xhWCucY4842Q9FWrnDlQl6efWZ2RPo7tH5/DeYveZh1kl6ZCv9eoPPX0qnQLJJQEFXniyadkm1nTZed5/ojbRPoSEhISEhISthaEpA+3996+Pln+2JOy+267ePdOSJ96NDB1yQ6jc1/wY+c3wlwe7CnMwpTJ8ZGld7/lLY0ZuXQR0lzo9xoVNxlOd0BCafDYiicd2RuQeXNmZ/3f9OnTfSeakJCQkJCQkLCVoK+v33G7EVnf0ytr1/bIgQfs68naPfeIcOoipA7CB7EbHhLp6PSkDVLX7sIHBtz3ZhzCic/EZ3Aw21OYAZII4RsZFtnH5b/ddj484fcSifQllArLHl0htdqwzJs7J/ubFTX2+fm9PjZYv359Ri4tXw3Bcc5qtbQCR/1CkHm3ixV6e3vN24PVU8ChPlbAiszBQTNm6AEcU48Y7cHBAaw4c/9agXpCzsyZM5shU48Y7YHrFffWrFmzmiFTD/Yh84ygh9ViVYz2UD2QQR9sBfpennOsJRaI0R6A/p3n3EoPQH/CGNXVZfeONuv2ALHGEO5by76X9uBZbHfkbe269fL88+vkoIP2l8pzz4ncfrvIfvtx+hWdm8htt4nstpu/mLIT/thjIo8+KnLkkeIK6jPlWVu0SNwN69PzN/OSNWtErr1W5JWvFDnwQB834fcSm0368CVmoOVUM26sGQWThr7eHmlU2l0n0L3hBLKEBEso6Zs7Z3b2N5NZOm/LAZtJM/lbTm5iyYhRV9YymKgBaxl0nZZEP1ZdWetB/sixlFEWPVSG5bMeUw9LGcC6X4zRHqBM/XsZ6oo2B9Z1xWumkAXpX62k79lnRR55ROSYYyiIyA03iGy/PS86bqZ0ePJJkfvuEzn8cJGddmoGOkD4XL5y9NHezROsWydy113e+rfXXiJ77+3DC9DT2yczZ2w8l2/UR6R/qC7TuztleLBfGm3d0tluV/cJttjsO/qJh+6Qv33n2+TM15wup736DHnfv/+XPP5cT/bbmqeWyUf/8W/k9NNOkVNPf6NceceyLDwhITboWLUDtwIWACYHlkCGtR4x6iqWDC5LoIO1jBh1FUMPZEzmVLrNQQw9eMat9QAx6iqWHjH6xRgyrBFDjxj9SVn0QIZ1f6J6FHJXCBsWvquuEsEiHxI+LHx33OHDlPBRHzfdhBlU5IgjRgnf6tUi118vsueenvANF59q3Pf8SvnEB/9CXv2aM+QTXztXBrV6a33ymQ/+lfzo4hvlzhsvkbe8/rXyxrf9mSx6yJHOhBclNpv0rX32cbng/Atl3+NeJ3/85lPlfz/9QXnPhz4lz617Xj7wZ2+Vb1+0SN76p38r73zbWbJtV1oVSIgL7UjpWGMMQmUY6Mg/xmBqXVcx9EAHdLFEDD3KUldlk8GnFcpSVyBWXVnKADFk8JyXQQ9klKFfHG2Pih7D4sFevb4+T+J22MGTOMXy5X6/H5a8efN8GHnccguMW+SEE0b38uEmevPNIgcc4N1CsfQVoiE//vp/yFcuuFdOPfFI+ca/vVcuuHFx9sujt18u3/3VzbL9tCF539/+o8zY/XCZ/txC+ad/+7Ssm/hbcRK2Imw26au2tcnMWdPkjDe/Q/72/R+RL/zbX8oN110p5537fTl/0Sr5r3O+I3//F++Uv/6798gxL9mjmSohIQ503MEnH/9/S7CHwdINBFjvkwDs9bCuqxjtgR6W+1YAOlju9wAx2oN9MdZ1xX1rub8SxGgPXBWt9aAfse5PYrSH6mHpggeQYelCGqM9gLUeIEZ/EkMPnvMYY6HlnkGg7cFWqY2ekjan2+OPi2y77caEDwsfhO+oo0TmzvVhEFOIHYTv+OP9Xj+AhQ8iCOFTd85W7TLUI9ddeZWc/MY/kY9/7CPykt275bJrb8t++sX//lD2O+ksOWCbtbK0pyof/H8fl3/4i7fLnbculJXPrMviJLy4sMU9GT6+YM7Oc9y9WpPHly2Vzlk7ygJWFhISXiAw2eBi0zeHFliBlTr88a1XBZHBpm9LsHndsq6AdXsA9NDDXKyADuhiiRjtwZ4S67rivuX+tUSM9sB1zVoP+hHr/iRGe8TQQ/teS/fLsugBODjEsj+JpQfPeYyxkL7REtq/s6CwkaUP3Xbf3e/XUyjhY5+fWvi4Jxcu9ITvuONGCR8WPqyEIeEDHOaiq+EBGsMjsn5dn2y33XSRzg7pntYtI7WqDD//mPzq+nvltX/wdhl5boX7rUumT++Wju7pWRuPDNtb8hOmHptN+njA67VhWbtunTz2yBL58le/L/sccJS8+Q/eIINP3S9f++735ImnnpbHHl0uTz+7vpkqISEOuD+5OMjFcsUOYsnJbtarm8iIsUprbfWxbg/ASrC11QcdLE+8BDHag/yRYwlW5S1P1QQx2oNn3FoPJoDWJ0XGaI8Yemjfa2n1iamH9RgSayy0tsKhh/VYGGMMod+lPVhQ2MjSBzEL2yl06QwtfFjyIIihS2eRhQ888IDI4sWj8QJUurpll/lzZdGtd8jtN9wiS5c/K8ced4hce8lP5ZnKLvLWM46QbWfvIr1PPyG33nCD3HrLzTJ3lwWy4/bbNHNIeDFhs3uy9o4u6XDP9if+4U/kla88TZ6cdZj853/8s7z0qFPlG//5Ybn2f86WV516mrz6dX8kCx94opkqISEOGIC4/AmzdiuPEEtW6yxXggEy2MtgCT323hLW7QGQwWUJdLCWEaM9yN9aD+5bSwsDiNEePOPWeqgMy/4kRnuoHvSPVtC+17JfjNEeMceQGGNhjHGqTGNhpZKz9AG9F1asEPnd77yFLyR8auHDpVMXCyB8uodvn318GCD9qlX+4Jei57F9mvzFez8kQ3f+Qs76g/8ju570Tnn7sbvI//7wp5nL52w3z9/jyNfIX73xaPng/32rnH3evfLhD75X5m1ju0iRYIPNfmXDQO9aue/+++TZ59ZIo22mHO5uyrnbjq6MLLv3dlm8fKV0zNpRXnbMUTKr23ZlJiEBjL6nb3bWv7EiyMqj5eojbhpYTCxXg5GhuliBARuibLkajMuMdXvo5N9SDwZrLsvV4BjtwcSGyaalRZEJGm1iaVGM0R4x9GA45hlBD9reAmXRA9Av8nxYWcnKogegP2GMsrSSxdCjLGMI7YEcbqt163tG39PHKxuw7u2yy6iFj1c2AAgf7/CD9B57rA8Dzz/vX9egh7YosPA99ZR/Px+vgXAyW72n77HFd8iSx5+Xo45/uay6/QI5688+LT+8+GI5dj//zuPawFq58aZbpWOnPeS4Q/fNwhJefEgvZ08oFfLv6bN8kXJCQkJCQkJCwuYAAjs8PCQ9Pb3Ze/oOdqQvO7nzuutE1qx1xG++yHxH/oYcWatURZ55RuSJJ7zVDvKeWTzdFH7xEpFp3SL7OjI2NCzZi7HXrRd58EFH8hwR3G47kaWO9O29l391wzh4etn9smTViLz8ZYc2QxLKgkT6EkqFUUufX51idZaVTasVOx4fNpazam65uskGeawx1qu0rARbWn2oK8v2AOgBLC0ZrNBiJWMPixVitAerzVj6LOuKekLOTN43ZYQY7YElkUmapR60BQdusG/JynMgRnuoHrSHlYUsRt8boz1UD6yJltYr9KCerPqTWGMhMhg/rMdC7ltLzwFk0G9RV+vWr3d6Dci8ebOlv2e9zFz7pFRcf1Ph9Q2OFGbmQFe/DXZkdbRLBYtfTV11K9KotjXj4pLqpvT+f0YMKw0Xd9jFdfdv//bzZbjN6TTOI9ne0SldHW1ZGeuJIZQCPJ/0Y4n0JZQKefdOOm0Ga8tBiEkU+VtNCgAyrPVgUstAZ11XMfQAlhMoXOSYEFpOPGK0B3owBFjWFfWEHMu6itEeMfSgLWh32sOKLJVFD2Dd95ZFDxCjPynTWAgs+0VksIjEPcYizMNLH5W77rxNFuyxl6wf6M48MdevrwuczTUcN6PMnFVxJKwivT1M2xsZd2vvqMiMmSI9LmxkpJKF1R1TmzGz4vhhRdatrWfEbdq0quw8e1i62mtSc3lyLyA7hP6t9zp/h99BjN+4wt+K4oGp+A3k44a/gaJ8ivIElr9xFf0GxvuN52bPPfdMpC+hXMiTPl115DZnskMnrgMTYVwaph08nTETIj518NJJkqYFmh/xNCxMy4PGpWnD/PJlId54abXM+bJoWvIjX4CcML9WehCuuk9lWsKIT9mK8hsrrcabaNp8G46VH+XOpyWM3yealk9A3LHkhmFWaQkruo/DtORHviCfNh82Vtp8+4OitFoWrTfSk1bDisrSKi2Xyp1oWUK5fJ+qtFoWLXNRHRBGPNIQRvyxylKUVmUQb6y0eT1CueQL8mk1v1AGf3ORz3hptXxhWVqlJR7lGis/fm8ld7yykJbvKqPVMxDmR5lCuXyO9fyoHoSFcjUtIG4+bav8WqXN68F3LXOYljDKBLQdJlqWorRh2GTThnLD/EI9NC31Rnq+jyWXtKSbaNqx6oDfQD4t+XGNVQdjpR2vLJqW8oR1CcK0xIP08dvQ0LDcvPA22W6bdtl//1PkNa/B9VPkVa9quDwoa5ZcFi1qyE47VeTQQ0XWrnX3iSN1z68WuftukRNPbLj5TiUji21tDbnvPib6/qyX3t6GPPhgRd7zHpG3vIUpvycFgLoG6Fb0HcT8je+Av/U7CP+O9RsgrOg7iPkb3xWE6d/hd9DqN/3u79aEhNLBd+ysoNHJ0sHyHfBJR0sY7hU8DNr56neNRxzC82nJU8NwgSAd4bpyR76alu8gn5Z4GgbCVT/S5stCOuLyXcP4O4ynbm4aT8uiabUsWr58WuJtjlxkcoEwLJ9WZQDikUc+bb7M+bIAjcffxC0qC2GkCfMDWn7+DuWCorIQn7oCYVryBPmyaBjgb82P75pWy6X5EWestBqPcvAdqFwN47umDfPjN+KEaTU/LbOm5ZO0oVziEDeftqgsYR3wqXK1XMQPy0IazS9Mq/FCnTSsqCxhWi2/xiMPflM9wvJpWs1P4+XlEpbXg7SqB9A6CNNSDpWrZeGTdGFazQ9ofzJWWTQ/DdO0oVwulaf5qdx8fiCfFhAWljlfljCMT/LS+kUPoPmFdaBlAYTxG3E0rcpoVQeaNnM/c2n5W/PWsuT1AGGYyiUtckijeYTx8u0BwrR8B8ggTOtAywLC/PiNdPkya1qN16rMpCOuytWykDYsC/lqWYCWn7galk9LGg3Ly9W0KkPjaf2BfHuAUC5hKoOwfLx8fpo2rEtN26osGqbl17R8kh9x8mkJy5dFdS9KG5Ylnx/piBuWOSwL8fQTPdh+56bkGSHs7u7MXqfH4ZsHHSQyf35FPvufIp/9rMh/us/3vc8TuT/4A5GvfKUin/m0yJe+BOHDk7Mi//ZvIv/1XyKf/nRFPvpRXsnjX+FH3DPPFFm5ElmjBAEwT1JiUPQ99m+K8Dt4IX7TsKLvsX8LEf490d/0e7L0JZQK6SCXhISEhISEhK0dkGQlhAtvu0N22qFTpk07WX72M5G//3uRv/orf/Dm3/1dM4EDv333uyKf/7zIwQf7MM5++Yd/YL7jSZ/i1ltF/uVfRP7jP/z73Xmrw1//dfPHAjx0371S3WaO7L2bPxMBPHL/HdLTMUcO3Wee3HjNVTIybWc5+dhDmr8mvNiQLH0JpQSrGlwcgKIrcBZgzWT9+vXZap8l0IPVQ0uw0V9XJq3AJnzL9gAMpFyWQAd0sUSM9iB/5FiCCQ33ryVitAer8jzrlsBigAw+rRCjPWLooX0v7WKFWHrQHpZ6AOu+N0Z7APSwHgtjjCH0u7SHdw+tUIFZHfIn1r7Zs0XOOUfkN7/ZmMi97W0if/InIu9+t8hdd/mw6dNFvvhF/+YGCKI2Aa/3+9jHRM4+W+QnPxFpdXZT//qn5XP/+h45+dTT5NzfOqbYxOCax+Tv3/VOufqWu+QrH/ugvOsv3y3vevub5Ys/utQfFJPwokMifQklhe9AOcgF/3krQCzZN6h+/VawPtkNcKqb5amawLo9AHpYnngJ0MHyZDcQoz3I37quuG+t6ypGe7BHx/KUU6D9CZ9WiNEeMfRQGbqXywKx9KA9LPUAyIgxFsbQI8ZYaN0vkj/twTyF+YqrQPdZEdYX9PGcP1/ka18Tueoqkc99zoeBP/5jkb/8S5H3v9/v5wMQv698BVKMGyguqj78hBMkc/vklX+tOP/yB++Rm26+TVY/9ZyEURZefK48WtlFjtizQ774nQvknz75LfnA214q53zla7JyvS25T7BBIn0JpQYrtL5TtUOZZFiuaIOy6IEOMeqqDHokGZND0mPiQAb6WKJMeiQZEwMyuCzRSg/W+e67T/ffiSxYIPLNb4pcfbV36VT80R+J/NmfebfOO+/0Ybyx5stfFsGQ/8EPcriMD+f97lgAW5G+vV5ykvzPD74ue++4gwzxeocMQ/LDn/xKjj/9DbJ9/2NS22Z7OfbEE+TIo46Rp1c+IaufW9uMl/BiQiJ9CSWFd+/E1cTS9ZJOWzdtWwKXLOtByLquAHpYy0APaxcjdEAXS8Rojxh1xX1rXVcx2gM9rN3KYvQnMdpD9bBEjLqKJYP2sO7fkWHZn8SoKxCjrmL0i9q/eyuyu7J6411qIosXi7z3vSJPP51FlV139Ra/K67Y1OL3f/+vt/hhyQO4cH71q7zuwRNCfQwxjrZySOrs6pZZXZ1Sq4/eH4/dfrnc+NAaedsfvVVG+nukb2BYGrWG1If7pb2zWzo6bS2hCTZIpC+hlGDg4eJllJYucnTYvOTY2qWFlxxbu0XimmPt0mLdHgD3H2v3NXRAF0vEaA/yR44lcMWyfGk6iNEe6GH5QnOAmzgyLN3FY7SH6uEntDaI0ffGaA/0oD2sXRbLMhaih/VYGGMMod+lPRrZi/hGAVn7wz8UednL/KErocXvG9/Y1OL3jnd44sfBL2rxoysMLX6Aph+Lj0PYe9aul8FhX55f/vQnMmOvE+WVB+wkCw5+meww+LR8+iMfks9+4ydyzHEnyq472faFCTZIpC+hlGAA4irLQS7IsF45Z4O89cEh1u0B2CBvfTgJOlgfhhGjPcjf+gAUVua5fy0Roz1YmbfWAwsGMiwtGTHaI4Ye2vdaWmTKogcoy0EuPOfWYyHjh/VBLtoe1QrTcMfGmnMWphJcH/iAyLHHejL33HM+ze67i3z72yLXXONf1aCA+HHS5z/9k8i99/owTvL81rc4lMaf3gnGWldo695GTnntGfLS/RfI+mcekh/84hp5x7veKVD47fc+Xr76xY/KY/fdKL3zT5TPf+JDMsN27TbBCOmVDQmlQv6VDaygKgG0AhOCssgAlqvaZdGDbpPLuq7Ai12PJGNyoN2THhNDrP6kLHokGRMDMoBluyODRbeaI8nso1t46yLZaccu2XbbkzNLHqdx4oTB+/Zw3eQETw52wZC6YoW3AvLuPQ50oZg4hXzveyI/+IF/px8vcAfw/A99SOTSS/0pnuwFHA/3XXe+/Mf/3CRfPOczMneG7b2fEBeJ9CWUCkr65s2d7SY23u0LdxNL1xk6buRYDhCsCFrrweopA6ml60wMPbBkAEs9dD+GpftljPZADyYflm5f1BNyLOsqRnuQP/eWpdsXwzHPCHpYTWpjtEcMPYB13xtLD2TQJ1q6RtKfUE9pLBwfMcYQ2gNduKsGh4Yz0rfNLPTaV9797oYjf95Nk9vuhhv8C9t5jYN7fGXmTP/evUceETniCE8EiUf8m24S2W47kT328HEhjjhzXHuttw6++c3UoS9DHlWXUd0lqg27CB3TpMM1oxJg7v8K7drgkJtEG15s4Jlcu3ZtIn0J5cIo6fMvF9XBwarz5vHBDYSJoOVAh7sJOlgOQgzY6GBJAKgry/YA6AEsJ+dMCpg4W+6Hi9EeTDwY1C3rinpCjuWeuxjtAVlikmaph67+W/YnMdpD9aA9rMiS9r0QMiuyFKM9YugBkEH+Vv1JTD1ijCHct+hiBWR4Il5x/cqw3HbHXdLtWBb12NNTz4iao1quLiFu1K1/nYOraReHMKydzA2Ywvvv/MZ23aGhirv83/xGk5MHVdbWVsnSIyf/bOrflaqbN7l4w8MjWbwsrPlb+LfVb1zhb0XxwFT8BvJxw99AUT5FeQLL37iKfgPj/cbz8uijjybSl1AubCB9c2Zn3d0sHNsTEhISEhISErYiQPyGh4ccyeuV59f2yEEH7Nv8JSHBBnamiYSEFxJ+gSOzkKmrhhXYkI0VwBLIsNaDFVQsGZaI0R4MpFyWQAfrw2JitAcrzcixBJalGIfFWLdHDD2wLCGDTyvE1MN6TRkZln1vjPYAyKBdLMFzzvNuCev2ALHGEOu+V9ujUqlmC9QN43ssIQEk0pdQSuhcAzcQS7dLEEMGpvkYeli65YAYdYUO1nqgA7pYIkZ7xNADFxNLVywQQ49YdYUMdcuxQIz2UD2sEaOurGWAWP17DBnWdRVDjxhjyKgeDV2j3jBvSUiwgu2Tk5DwAoNO1XoQsh4cQAw9kGE9mJZFD3SIUVdl0KNMMmI869YyYtQVQA9kWSKWDGvQHtZ6IMO63WO0R6y6iiUjEb2EmLDv+RMSXgDQmXLhomHpNoP7Eq4g1u4/yLB2/6GurN1/rNsDoIO1Huhg7f4Toz1i6IG7l7W7bVn00P7E0i0yph6W/aLKsHQnjNEeMfQAPB+WbpEx9Ygxhli7kKoeHOSSeF9CLKSDXBJKhfx7+mbOnGm+YpeQkJCQkJCQMBmwr29kZDg7yGX18+vkoAP3d/OV5o8JCQZIlr6EUkI7TjZ9W1tLenp6zFc32SBvvfIY4+CQGO3BajOXJdChDAe5kD9yLMFqNvevJWK0B3rwrFsCyxgyLC1kMdpD9bBeU7bue2O0B4hxkEtZxkL0iHGQi/UYkj/IJSEhBhLpSygldK7Be3bYMG0JZFjvlbB+9xHgMAHruuIdUdYy0MP6oAp0sHx/HojRHuRvXVc8G5bvuwIx2iOGHnglIMPSOyGmHtZAhmXfG6M9gLUegOfDegwpix4xxpDR/n30IJeEBGsk0pdQarDSbL3aHMNDmpXmGHokGRNDkjE5WFtKYulRFhnW7QFi1ZW1nNQeE0es9kgyEhI2D4n0JZQSujCLG4i1uwkyrAftGDJwL4pRV9Yy0MPaVQodrF2MYrQH95R1XSHDuq5itEcMPZgEIsNyMhhTD2tY11WM9gDIKEv/nupqYhiVkQ5ySYiHdJBLQqlQ1oNceEzLoEfC7yfS/bt1IbXH1oXUHr+fSAe5JMRGsvQllBIMoFxskLfcvM5gvX79evNVQWs9ABvkrTevx9CDgdT6cBJ0sD4MI0Z7kL/1ASiszFvXVYz2YGWeZ90SWDCQYWnJiNEeMfTQvtfSUh1LD9rDUg+ADMuDoWK0B0CPMowherAOeyCT5SUhFpKlL6FUyFv6pk+fnpE/y83lED7yt1ypjSFDJzbWdWXdHjH0QAZdp+WBArH0AJYyqCfkWNeVdXvE0ENl0B5Wz3pMPSxlAOt+MUZ7gFhjiHXfG0sPaxm0ObCsK2RALPnk1NNk6UuIAbs7OiFhKwCrjgzcDBS6yol1g46W3zRMO1/i6gof8UhHuFpcwrQaxso5IFzTki9x8mnJL5Sr+YVyw7Qapn+TPswvTMsnK4e650HjaX75tPwNNK3KaFWWsdIiE9lh2qKykI6/QVjmfFrkaloNIw/KAkK5WpcahgwuvqtczQ8QRr5aZhCWhfB8WVSuplU5ICxLqEeYHyAtachLy5wvS5iWeCpD03LxHRCPtGF++bIAfsunVbmaHoRl1rTE43fi5dPmy6JytSxab6oLIL6WpagO8mkJJ28QplW5mhYZhAOt87DMml8+LX8THsolLfmpXE3bSg/Nj/haFk3bqiz5tJofE1ni81lUFuJpveTTajw+tQ35rvFa6aHfw7St6gC5YVmQCzQt6UgPNI9WdRCWgd80rcodryxAf+NvwkG+LGFazQ+o3DAtYSqXCxA/bA+gacM2RIbqkS9LmB/xScel8ShDWGYwXlqVq2VpVQcaRpp8mTW/fB2oHiqX34hDeD5tmB9pkBvmxyfhYVrNL1+WvB6aljy1DbUc+bLwd5if1luYVuXm0+b10LK1SqthRWm13jQtn/yteoQyyCuRvISYSKQvoZTQjpROlY5Wr1Zh4Wf+OxdpwFj5gfAzvDRMP/X7RNOG8cYqS/hd4+V/18+isDBPDdMrlKvIxwu/h/HCtPl4emlY+AnCsFbfw09kqByVq78BDQMaL8wj/K6f+j3MN8w7vDRMP8cKy+eh3/VzvHjhpWH6mf8ehqkeXOPpoZfGC9Nygfx3/dSLSVE+jAtovkDDiuKF3/Nl4TMfpt9BmLboM/+9VZjq0Srf/KXxQD6NXiD8Lfyun/nvXBovlDFWvDAs3x76XT9bheV/y38Pw/JywUTDws/wCsMAaVv9XhSm8UFR2lZhYLx4+gnyYfl44QW0PUCYN2j1XcvVqiz5MI0Hij7DeIC/w+96hXKBhgOVEYbpJyjKL4xXFKaf+p08VI7m10ruWGETKYt+18+xwvL56Xf91GvTeOkgl4R4SO6dCaVC3r1z1qxZ2WdCQkJCQkJCwtYCrH7Dw0PpIJeEaEiWvoRSAnccLt0sbQXWTNhYHq7UWgAZuIdYAlcUdauxgnV7AAZSdaGxAjpYH4ASoz3IX12VrIAbE/evJWK0Rww9sAIgQ60BFoiph+Wacoy+N0Z7qB60iyV4zsswFvKcW4+FMcYQ7d8rlXSQS0I8JNKXUFJ414n29nbTwwQglsjg0xIdHR2mm8qBdV2BGDLIP4YMdLFErLqy1oP7lvvXErH0sJYRoz+J0R6qhyVi1FUsGWXo32PUFUCGdV3F7d8T5UuIh0T6EkoNOtUYg5C1jBh6MJDGGExj1JUfTO2ADtYyYrRHDBkx6iqWDOuJILCWEaOuQKy6Qh9LxNCD9rDWg+c8Rl1Zy4hRV8iI0fda65GQkEcifQklhXfvxIXC0hUEayLuJpbuPwAZ1u4/uJpYu15atwdAD2u3SHSwdouM0R7kb11X3LfWrpcx2gO3NWs9tD/h0wox2iOGHirD0p2wLHoAv3/Mfiy01oPnPMZYaN0vkj/tkYhfQkykg1wSSoV0kEtCQkJCQkLC1g5PYIfTQS4J0ZAsfQmlBKtnXGwst7SWsGbCi1WtVzeRYW0hY5XWevO6dXsABlJrqw86oIslYrQHq83IsQT3LfevJWK0B9YFaz3wGECGpedAjPZQPSzXlGP0vTHaQ/Wwtl7xnFtar2KNhTzn1mMh44d130t70G+lg1wSYiKRvoSSwh/k0tnZabonA2LZ1dVl7v+PDOt9ONSV9QEP6GG9RwY9uCyBDuhiiRjtgR7WdcV9a11XMdqDZ9xahvYnli5fMdpD9bBEjLqKKcN6DOE5jzEWWtYVQEYZxsLR9kiULyEeEulLSEhI+D2F9QQtIcEa6R6eOGLUVWqPhIStF4n0JZQU3r0T9wlLtxmsibjMWLr/AGRYu/9QV9ZuM7H04LIEOli6SoEY7UH+1nWFu5d1XcVoD55xaxnan/BphRjtoXpYIkbfG6M9YugBrPuTWHogowxjITK8HokkJ8RDOsgloVRIB7kkJCQkJCQkbO1IB7kkxEay9CWUElj5uNhYzsqgFVgzWb9+vfnmdWRYW2RiHBxi3R4gxkEu6IAulojRHuQf4yAX7l9LxGgPVuWt9cBKggxLa0mM9oihh/a9llafsugBOAAlxlhorQfPufVYGGMM0YN12MuZLC8JsZAsfQmlglr65s2d7QYhkenTp2fkz3KTPISP/JFjBWTE0KMMMnSCZi2DrtPyQIFYdWWtB/kjx1JGWfRQGbS5VX9SFj2Add9bFj1ArP69DHrQ5sC6rlh0azTqsm59jzyfLH0JEWB3RyckbAWgY2XgtkRZZDDQ6WBnBfIvgx46GbREWfRABvevJcqiB4hRV2XQAyADfSxRFj14PmLUVRn0QIZ1fxJDj4SEPBLpSygpvHsnriaWgzadNu5S1p03MqwHIeu6AuhhLQM9rF2M0AFdLBGjPWLUFfetdV3FaI8YesToT2LqYYkYdRVThnX/jgzL/iRGXYEYdRWjXxzt35NpLyEekntnQqmwwb1zzuzMTz4d5JKQkJCQkJCwtQH3zuHhIUkHuSTEQrL0JZQTzY6TzdisDFqCDdnWFhlkWOvBABRjg7y1HmyOtzywAKCD9Ub/GO1B/sixBCvaMQ6LsW4PnnFrPbBgIMPSkhGjPVQP6zVlZFj2vTHaA1jrATzBePGPhWUZQ7R/r1TSQS4J8ZBIX0IpoXMN603lIMmYOGLIIP8YMtDFErHqylqPssgAsfSwbPeytUeMurKUAWLUFTrE0KMMMsjfuk1G9WgkB8+EaLDvaRISXkB0dHSYnlIHkGE9CMXQo729PUpdxdCDyxLogC6WiNEe5G9dV0xurOsqRnvE0IN+BBmW/UlZ9ADWMmLqYU0yYsmIUVcxxpBYMtIOq4SYSKQvoZRg4OHC3cTSFYQOO4b7TwyXluTeOXGgQ3LvnBhwJ7SuqxjtUSb3Tuu6iqGH9r0vdvdO9KA9XuxukTHaA1jrAWK5d6IHRDzRvoRYSAe5JJQKepDL3Dmzs79nzpxpvvLII5RkJEw1YrVHurcmjrLUVZIxcZRFRgyURY8YoK4gfiMjw+kgl4RoSJa+hFJCO84Yq4JlWd1kALJe3Yylh7X1Ch3QxRIx2iNZ+iaOmAegWFqWYlr6mNhawrrvjdEegPagXSyBDGvPAev2AOhRhrEQGeiRDnJJiIlE+hJKCZ1rlGWvBP7/MWRY72Mgf2s9kGGtBzpYy4jRHuiBHEuw8m8tI0Z7IINn3RLUlfW+qBjtoXpYI0ZdWcsAtId1vxijP0l1NXGM6tFIB7kkRIPtk5OQ8AKDAYiLlVpdHeSTv1mR1NVVVkBZlebS1VCN1yqthukAFKYlX+KMl1bD8nKJE4Yho5UeGo9P5HLxXeONVRagaZHBFcol3kTShnI1rcoNy6J6gImmzZcFaFr+Jm4YFuqhcjU/QFirtPzNxfciuXxHd3RABsiXRdOG+QFNSzwtl5YlL5fPsK40bdgOodx8WJHcMK2GaV2BVmnJvyhtGBaWRdPyyd+hjKK0fObTEsbfhJO3hhWl5e+wPbT8pNV4WpaitITn4+XlEhbK0LRhfloHYdowP41XlFbDVAafY5WlKK3G45O0XKFczS/fHoSBorR5ufkw5AJNSxzS5vXQ/PJlAYQVydWwIrmaVmXwt+Ydpg3zAxoGtPxaZg0L0xa1h8YjbdgO+ToIwzQ/UJQ21GOyaTWsqA7C/Mifa7y0fBbJJU5R2jCsqD3Ig7/JM0zbKj/CVW6YVttwLD3CMC1/mFbzGy+tyihKG4ZNRC6fYdimMrI/ExKiwPf8CQklg+tLM+CiQYdMZ62dbRimnTefhIUdOp86QKirR1Fa3DRIR3hR2jBM0+bLEsrlt3xajceVL4um1QGFwSWMx29FZSFMv2tarlZlycsFmrZooGtVFsL0e1Fa/U3ThmH5MhMn/F3lqh5FcrX8/B3qq/lxaRjQOgBh2rzcovz4m3CNR1ryIhyMVRb+zscjbSg3n5+m1fwAn8QJ04Zy+Q7CtGGZSUdcjdeqLJo2DFO56kIahuV1C9NqmQnP51dUlnxa/g7jhWnD/Pg7LAthpNV2AGH9qR6t6oAwTctnUVnC/DSt5keasK7yZeGTdGF+YVqVSzpNq/E0LVe+PfR7Pi1hQMuMHA1rlZa4xEMGn5pfWOYwrZZf06pcPrX+isoCVAZ/Ew7CsoRpw/yAyiWt5k1YmJbf8+0BitLyqXqEYWF+Gka6sMzI0HiEhWUuSoscrcuwLEV1wHcN42/ihmH5tJqflgXwOZZcza9Ve6hcTav5hWnDsoRhpNX6AOSRz6+oLMTJp+WTOGFaDcvLpYyt0haFaX7IDHUP25DvGo84hFWrjvhlIQkJ9kgHuSSUCi/EQS4JCQkJCQkJCZOB38uZDnJJiIdk6UsoJdR1go3luipnAdZMenp6stU+SyDDUg9AXemqthV6e3vN9WAg5bIEOqCLJWK0B6vOyLEEK9rcv5aI0R6sylvrgcUAGXxaIUZ7xNBD+17axQpl0QPwnKuVyQKx9Ig1hlj3vTo3wSU2WV4SYiGRvoRSggGIq6urK9swbQWIZXd3d9ZxWwIZlnoA6sr68AXr9gCdnZ3ZZQl0QBdLxGiPGHpwIAL3ryXKoof2J5beCTH1sOwXVYblgRsx2iOGHoA+0bI/iaVHrDEk1lhYr6eDXBLiIZG+hFKDFVrInyUsV4EVsfQoiwzrNkEHaxkx6iqGHqAM7VGWugKxZFjfv7FkWCOGHjHu3zK1eSwZhusJCQmbIJG+hFJCO1JcTaxdL3GXsh5MY8iIUVcxZJB/DBnWbkwx6op7yloPZHD/WiJGe8TQg0kgMiwnnDH1sIZ1XcVoD4CMGP27tYwYdRVDjxhjyGj/ng5ySYiHdJBLQqmQP8hl1qxZ2WdCQkJCQkJCwtYC9g0ODw9JOsglIRaSpS+hlGB/ARcbsi1XnFkzYUO29cojMiz1AAxAMTbIW+vBYQWWBxYAdLA+LCZGe5C/9YEFrGjHOCzGuj1YlbfWg37Euj+J0R6qh+Wasva9lhaZGO0RQw/A82HZn8TUowxjiPbvlUo6yCUhHhLpSygp/EEu+rJYK5C39SEuwFoPUCYZ1m0So91TXU0cMWSAWHpYtntZ2iNmXcWQYQ1kWMqJUVcglgzLugKjeiTKlxAP9j1NQsILAF1g5gSuGKeiWQ9CyLDWg5PErGXEaA/0sD7dDR1inKxpXVfkb11XTG6sT1ON0R4x9KAfse5PyqIHsJYRUw9rklGWsbAsY4j27yxO29ZYQsIoEulLKCUYeLhwN7F2abF+jxPg3UTWLi3W7j/Auj0Aeli7+qEDulgiRnvgwmRdV7gTWr9DL0Z7oAfPuiXoR6z7kxjtEUMP7Xut3Ttj6EF70C6WsO5PYrQH4DmPMRZau71re0D2k60vIRbSQS4JpUI6yCUhISEhISFhawfEb2Rk2JHldJBLQhwkS19CKRHT0scqrfXqZixLn/Xm9RiWPlZorVdpY1iWYrRHsvRNHLEsZMiwtCzF1MNyTTlG3xujPVSPMlj6rNsDxLD0xRhDtD3SQS4JMZFIX0JJ4Q9ysd4XBbFkjwGflkCG9Z4P67oCZdmPgQ7oYokY7RGjrrhvresqRnvE0CNGfxJTD0vEqKuYMl7s/XuMugKx6sq6Xxxtj0T5EuIhkb6EUoNO1XoQKosMBlLrwZT8y6AHOsSoqzLogQzLySYoix4gRl2VQQ+ADPSxRFn04PmIUVdl0AMZ1v1JDD0SEvKwvasTEl4wlOs9fehh7f6Dq5+166V1ewD0sHaLRAd0sUSM9iB/67rivrWuqxjtgduatQup9id8WiFGe8TQQ2VYuhPG0oP2sHaLxF0xxlhorQd1FWMstO4XyZ/2SMQvISbSQS4JpUI6yCUhISEhISFha4cnsOkgl4R4SJa+hFKC1TMuNpZbWktYMekZHBTbtU0vY8h4fYZVWuvN69btARhIrS0Z6IAulojRHqw2I8cSrGZzlLslYrQH1gVrPfAYsH5FQIz2UD2sLWTIsLT6xGiPGHoAnnNL61UsPXrds249FvY7HQYiHEhDv5UOckmIiWTpSygV1NI3b+5sNwiJTJs2bfL++W7gcjNI3jTr/w5dYliG6+hgBsiMIAviVzZlV5BB3PCRIg8Gj3AAIR6bxPNxyZe/w0GzKY+JWpuTV+Vv4hCX78SdiDz2pXBts00zcFOMuDQsMlruYWFCYL1fQt2LLPVgEshludmfumLh4sWuB/nTJhzAYIWy6MFwTLtn/QnPtwHKogegX7SUEVMPnnPLfjFG3zuh9mBBjoWmZj+dgfjcj66M7gZtBjq4vLLfGCubYHSs8jJ70od5oBfxiRuOieTL3+StGEderSlvQ89bNK7SL3MRlzxmzhSZMaP54/igPSDhjUZd1q3vkeeTpS8hAhLpSygV8qSvu7s7G+QmPHGm877uOj8grFnDRgiRefP8bzpYPvaYyPbb4zuaDQLDLu/29eulsnq1yC67+Hj03AwgK1b4AWOnnXzehLHa+sQTIjvv7H+joHw+/bT/jXDCAnnD224rbY6wVTXu88/7C3nIUnmUzRFd2WEHLw89GGSffFJkxx39wEQexNGL8K4uGXFxGaztKIYf6DIZE22PzUAM0ocMuk4mOFaIVVfWesQgGWXRAx2sSUbZSJ8lWSqLHiBGfwJVanN1VmXswaODMY0FVC7IkRtnZNkyP1bNnevHIspD/OXL/TjJGMXfjHOMqWvXisyfv2GcGyH/xx+XKguY223n43IvQyRXrvRxtR8gD8Y+5MyZMyrP3f/ZWEkYYyDhxH32WWHRt0bZtK64KBvjfSiPxeFVq7w88iPeSSf5ck4AtIf35Ggk0pcQDYn0JZQKo6TPdeYODHJMbjrp0CcCBqbbbvPEa/FikQMP9MRKcdddIo7gyTHHZANYww3SvW6gmLZokbTtuafIPvv4Tp8B4MEH/QB39NEijrRl4QyECxf6FcHDDhtdnYQEkvehh3rZgEeTMDeY9bi4nW4w7CQ+gyB57LGHyN57+3wJX7LED2TIY0AkHBJJXOTvv7+Xj7w77vAyFyzwg5i7+lw9VR0B7N51Vz/wGgAXvEm1x2ZAXTux8loBtxwmajMmsbI7WeD+wySQhQsrsNIMAZg+fXozZOpBPSFnptE9BWK0h07SLPWAkNHutIcVAYjRHqoH7WFFlpi60J/wnFsRmRjtoXrwnFsuWqAH9dQF8TJAw5Gg3qVLZZp7RtoYoyBQu+3mxxL6YsbRRx/14+rxx3vCxb0BYWI8Ymxi7IJQ0Z4sajJ2MaYy1jXHuV43Pnc884x0QrB43mkXp5vceqtfjD34YB9GHoyH990ncvjhIrNnj8q7/Xb/edRRfjwk7nPP+TzcONnvysp9281vpIe8MuaH8m6+2etw0EF+cfjuu0WOO26UcI4D2kPJ/jo3p0ikLyEGEulLKBU2kL45szM/+Ukf5AIBuvxy36kfe+woAQN33ukHohNO8CuWAAJ4yy1+cDvgAB8GHn5Y5KGH/OAG4QJu0ig33ugHQAYQBQOKI43ZwMSqoYIwVhPJQ0nSunUiN90kstdeIvvt58MABPORR3zZVGc3oGTyGHQZ3BRPPSXyu9950smgxeCHXuTLwIvlD3lYC3XQTkhISEhICAG5W7HCe8Ww2MZYhzXs3ntFdt9943EHKxzE6MgjPQFTQLQgTRAmCB8gP0jVvvt60qd44AG/WElcXeBhYfOGG/x4xRiqePxxL4+xNpTHeM3YGBI0xj/kMYYztirQA0sh46rKo6zII0/GUMC4CZGEtE6CuPsTVYfcMJ8OckmIA5ulq4SEFxrNjpNOlRX6CUPXQBg8QsJHh46rSZ7wOVLV7zr/ekj4sLhBwiCNSvgYZBgosNowMCgYULAsMngo4aMMhEHwmoRvwJHREQYmSBzWuZDwMRAuXeoHsZDwXX+9H6gYZBUMhOTN6iSED7DK6QbuQTdYD51xho+P1RIyetFFngwysEOItxCTbo/NAFYfLkuMuubYAWuMtR5q9bEElkTruorRHuhhfUAQa7DIsFyLjdEeMfQAyEAfK8TSg/aw1APwnPO8bzEYB1g4ZBsERIlxkMVBN971v+QlUmPcgKiFhI9xh0VMPFmUgFGnEDAWWBnnlPDpOIcXS0j4IGDLl8vAEUfISEj4GOew8IWED3dMvGQog8qj3LqwGRI+LHyEM6Y2Cd+QizvEmM/4TNlCwoc83FCV8AHGR8brSViDtT2wKNreXQkJo0ikL6Gk8Kd3gkkN2AwMEKfQ4kbnz8pjAeFrOALWOOQQHwaw7mHlY1BhIAIMMgxiuNC97GXexQSw8olbC4MVLpUKBkfyR17TwtdgIIQ0QsZwOVXgKoMLaWhR1IEQPSCYKk9dSCF16rJK3bDSyoBFOIMbrqFc/OYG8czyB5FFB8jsFhIR6wkU+ceQUQbE0KNM7RFDD+v6ss4flE2GpZwYeoAtlsG4wjgA0bvwQu++yTjHxTg4bZo0rrnGj1mQO4WOO4xF4cImrpuQKMa5vMWNrQjhwiYulhBH4jI2MU6zAMM4h4XPEcENgIDhyYKFj715gPgQTBYcGStVHgu5hLNoGxDMBl49auFTTxeVB4l86Ut9GEAe+rF4OkkznW+TyaVJSNgSJNKXUEroQMr+BfaQ8Z39GYAVVf09H5aBMF11dYQPwlVjoOjuzl7N0HAEqeEIWG233aTiCFh3tZo9SA03INYYFE88UeqO8GU5M8iwiugGxJobmDYMuwwoLu+aGzwaTQKWrfTedpvUyd8NNg1X9qwUa9dKtxsg29wg2HCDU61Z5g2Ez8mrKeFrEsyGI2/IA8RuuIGJgazWdCHN9EBfR/hqTRfSTpcmW2tFXwZvF6/uSF+DAfiVr/SDPmV2vzWQ7crRrKWsHsO6BBqGHA2jPXTfSj4eGCstn9pGY6Vlv6DuGWwVj3yK0rYKC+XyHR10b8x4acMw0qrsMKwoLTroYRthWv29VX4gzI/PVmnD/ZVFaUMZ+bT5MFAkl7rSfYlh2ryMorRcoYxWYWF7aD5hvPHyC+Xq93xa9t7oPtEwbT4//Q40vzCe/l2UVvdw8qlp9Xf9bJVWv4OitCq3qD30Oxgr7UTlqh4svGlYmFb/BpqPxtMw0CqM+NmeKyeDdtH0YLy0YRjpxko7VntoWk2jYfl4oFVawkI9JpNWf8/np2EgTKt970TSZn9zEUAe998vjauu8ouDELVdd5Xa6adLw407tGLNEaLKdddJtyNZbS97WRaWpXXjTt2NGfUjj5TGvHmj44UjWg0sqG7cqbkyZYDwubGyvvfeUg8tfI7wMX5lY/CsWdLl4re5sajhxrkarqRunGNMRGZj+XKpQdgcwazPmePL4PRQwlc/9lipqzwsfI5g1hhXncxMD+I6wtjpfus45ZRsETQrsytr3enXcISv4cbsDWMw4y8WSBZzIaOu7sI6L2oHDaPf9e3h7oEsJCHBHon0JZQSDKRcbJDHhQL3L3XNYgM1HS+uc+q6k4XR4QNW7Liwwq1ZIzVHwPpcXqDv6ael5jr/YTfo9TdXInsZTB58UOoPPyx9EDs3EPa7QWmIE8vUwnfMMdLvypE51+Aa4/JuuLh9bpCkLAywfQwqjoD1u7hDbjLOEIE8BqzenXeWEUe+GGz6cNEJLHx1N9j0MShByrAGur9rRx0lfQyMLo/+pUtl2JFJCF+/GwhBvxu4Rxh4nd59bkCuO3kDLt9BN9jV3cDbx4osG9pdvri6ZNZLN/GRs86SPqd37YknpHH99dLnykA5h5wOuKswsFGX1CkuS9S9hgE+1WWR7/xGunxa5ObTahjQtPwdtiFhyOUqyi+flnhhWspB+fJpwzLTXqTlu4YRnzihXD75W9OSj6bNl7lVWsoDCCNt/j7WtK3yA/xGuok8A6TV9gD8RnmJy+9A06oeGkbaMIxP8kcu7+/SsLAsodyitISrXE3bqiwapnWuabUNVY9QRl4PPovkEifUQ+WqHhpGulAuZSFtvixhHWha8uN3+qywzEVlIa6GaVqNx6e2YV4uuoV6aH4gTBvWQZhWw4Cm5XdNSxy9j9FjvPxAUVoNy7clCNMiA935m/B8WfJ1oPkBwlqlDesvbI98WvQnXMOIr2FF+QF+C9ufeLSH5kcZx0tLXH4HY5VFddMw/iauhvEZps3kus+6G+94F94AbpLXXCP9jz4qQywiQrIYC086SfrcGMl4NOLK288++O23l96DDsrGUWqpnzHDEaL+Qw+VYUf4KA95N269VfodwRt2BIwToxkXN+zhc2PO8L77bihfZuGDOLpxrq+5qNO7dq0MuzJB+PqaXjZ9ToeaK+uwG1f7CXPj6qDTdYB8moQPq10/ZXNxM4JJ+IEHSv+ee2avK2LTQT9eL258HnCkcdDJy8ZgF7fhxsR+N64OOV2yMFfmBuOvI8OZCynjKnpQb+6zqA2p+6wOXBi/oSNhLCg0Zx4JCeaouJsv3W8JpYEe5DJ3jvfj54Q6yB/gVuc7Ha+GAb5nj4H7rDA4sOfNxck6cfbldXdnHX113TqpO1JVYU8dJ4SR1l2Nhx6SSvPQloYbiLIw8iGuHtqCXOI/+aRUIJO4hzjimIVxOZlYECsnnphZ+DKwSd6Rxspee2UWPi1x3RG+KgOOuro4NNzgUYHw4dLpBqEGOrlwjrZuIM+FVbDcEeau+sKFUnWDD1bChht4szKrPFY93eCbhbmLga3CKWjIc/lneTAJueCC7PeKGzQbEGBXlixNs561a9E6zwa35m+gKN5Uh4VyxworSlsU1ureycdrlXZzy6LxQP53Rau0Ggb0u+oR/t4qrYLvlGEydRB+Dz+Bfm9VByHyaTVNq7Lo96K8w7St5Or3VmGaFowVLwwL5fE30O+TzQ/wPdRDw/JpW+mZjzeRMMXmpOV7UVm2tHwhJpMWuXwqNGwiZSlKWxSvVdqi9ppIWg0Dms9kywJCPfPxsv7djQUN9oqvXi0VR8IaHKjiSFwFIofFzfX1G8YBN+6w8Fh1RMnn4uCIGi6PFcKarzxCMha+KoSIPDo7fZgjVVXdU4esLLaL3yR82RjVdLGsQBpZSG26dBKXmqy78alyzz3ehdQRPvLN8nH5ZmM6LqhunMvCnntOKhA+PFj22WfDmCgufWPlSj8GN/fwZfKuv14qWPiaewazvB0JrqiFD3dPxlJcPN1Y32DBmHhBnW9Uv0HdQw5HRobTQS4J0eB7noSEkkE7TjpVVjEBHS6gw+W7XiD7zhc67Oa7erLBzRE+UOVvN9hU99hDKo7wETeL/+CD0u8GixqDSpPwSZOAZYQv2MNXZUBhf2CT8GVh7oLwsYev8vKXZ3sGs7whgE3Cx36DATe4Zloo4WsOvBlCwseg19Sl2txLUWkSPpC95w/CxwqoG9wYCLPSOXmDV18twxDaJuEDFQgfq73II3+HbKBnkD7wQKlw8AsDmxtEK1gf3W8b1anq3pzkFLVHGG8qwlg95QIqN4xXFBZ+jhWm9w6r7egCiuIVhU22LKwOa11pPBDGCy8N0898GNDvqgf1pFaEMH7+O5eWQdPqBcLP/PeiugL6vVUdhJeGKfJlycvQuEV5h2lB+Fv+u35yhRYSTQvy8fS7fur3UJ4i/xsTQmToRF5/Dz/1yusB8vFAKJerVV2Fn63C8r+F3/WTS/XQSa/+ni8LKAoLP8cKm0hd6Xf91O/I1b/DMKBhrdqjKG34OVaYygAaRntwf4Xxws98GNB8JlqWov5kk3guThUyw9jjxsIKbv2OiNG3V9jPHYw7VfpYCNi222aED/S7eqq78aJy993ZuMM7bpFQYdyB8NHXuHGn0iR8WPiqWPiahA9k8ZXwsdDIwi1hpHXjzoD7e8QRMMIyLRzhq7oxGIJZaRI+V5lSUcJHHm6cAxVHMEPCB7I82APYJHy4dGYHuTT37Vew4jXlZXkr4WMxVw+JAS4NCOt8k/p10LrX9qhUHAHMQhIS7OHvvoSEkoExBuiAOGHg+sGgxkDR3OuU7WNgAzeEiFMvFQyCDz8s1ZNOkkr+0Ba18Cmae/iyDefhoS1NwhcOTJmrC3k0CR/IBmBcSZTwhYe2BBa+DYDwsbeBw1mahC8D7iusSpKHysPVxcmrMrg3LZgZkAfho2xKMJksUhf8zSEvrMAy4KMTG/M50Y0ytsCk22MzgAwdWK2ADtYyYtRVDD3KIgPE0sOy3cvWHjHqylIG2Crqin4bN032uuHhQr/OOIbFj98gREXjQDDuVJuEL0sbvm9WD21hcVT31HGICuMcZK9J+DKEhK+50OiYt5fnxlkI5obawgMFCx9jrSN8GSBfyIPwMc41LW8bTulkTA33DEL49NCWpoWPRdEq4yqndIaHtvCeQQgf9QMZBMhjHMdTRmVNAKPt0fBkMiEhAux7moSEFxBslJ7UgMoAxaCkA1NztW8TwseBLU1Xlw7X+WedNquoDCrNPXyuR8+iZgOKunSGp2Yq4eMls6FLJyufvIy2SfhAt5PVrha33KEtoYUvA6ecIQ+CmR94my6dGwit7qVwBLPdEb42ZctFhE/lQXAhkwoGaC6sfuyn4PURDJirVjUjjGLS7bEZ4EAELkugA7pYgvyt9SB/az1i1FUsGXqwjiWsZcSoK4Ae1mQplgxr0B60iyV41gtlQL6uvNIv2EGGTj7Zu08CxgGITn4cYJxjHAoXGt0Y0OEIUSUkYCHhC8cdFhoZd1oRPuIq4WNhk3Gn6dLZ7tq7SpszPinBdGNwBggYljy18Ol9DuFr7hnMXgWhUMKHvKYLKWVtc/LacEsNCR/EV106IYOARWIWUqkT9js2rX0Tgba5DrkJCTGQSF9CKcFEgAvXHNyZJgV6YQYLXDohZgwSIeGD1DSPj2YPHwem1On0ictAFbh0Zu+6YyBjcFQLH/kzWDEQQvh0UgHh43UNDILhaxkgl1juGJhCCx+DDQMhg56C10CwMsvAqxY+5EECKSMupKE8Bm8GejcY4kLK5v0sPSuoEMxwZZdJAQNbnvChi77onYHyFa/wg/pll/m6CoAb06TbY5LAbUZdFq0QushZgfzVTdUKuBdZ60Fd8RxaIkZ74H7HIQyWwB1SD3qwQoz2UD1wi7SCyqBdrBCjPcib9rDUA/B8qHvnBkDoeBcrXiuMDcFCYzYO6EKjjgP0qyzo5Sx8jIeNe+6RvoMPllpzD98Gixt9GOOcEjDGHbxeGFObh6FlYCGV8ZK4SsC4T8mDsYVFTIcBV0/DjE+UGYubEkzqj3wZexkrdcGMsQivFxYkQwsf+j3zjJfXtPC5xs7G8cHZs2UoJHyMc4zDWCrVpZNxDHnIgSij3yTuE9qDZ7FarST3zoRoqLgOJ91vCaXBWAe5TAgMHFdf7ckVK4D8zUDIYEk+TCzZu4brJRYvwiFRkEBWTHF51IkOn8TlPXe8vJYBk5VWrGsMpgx6rHwig7whSPzOaiQDZSgP4gnhQh5xKBv54I6p8siHuAxKEEyVxx5FLIqQUeRhieRviCCysCo60BFkLqQMqKyShiutDPT5lV11rSFMB3q6E8gocnff3RNCysMAij78Ppn2+D0GXbO1FQPEkBNLl4SJIbXH1oXo7cFYgdUK6xVjCguHzXEgA4Qob+FjHMDixt8s/Gl5IUQcYsI4EHqW6EIjB6BAjJAJyWJhkzyIy++MFZAtSBwLnow7ECrCGVcZqxjnSA8Y7xinGHNY2NRxDmsei6PERZ6Oixyyxt58CJ+Oq5ysTTikE4Kp8hjTKAsEkXpBDz4ZV/HSgWCSB/njycIiK+8kZJymnOyBJJ8JgDb3xC8d5JIQD4n0JZQKSvrmzZ2d9dfqvqbvIpsQlFCxcselnT+gR6bDBwxCLrzXDTrZe5YgfwweOthoXD4JJw/t0cmXeDqQAeJyFcjrdYNDpxtMOhhQCOMij4nIIz8GJeKxckoYAxSWTAZvBk8GPgZBJgGsnupATzoG+gJXnk0GevLXlV1Wh6kPBlDcaiiDm0D0OcLZ7uJ1qrXRAGrxoU2sgAWOVdrpEGgjsPqP+4++f84C6IGFQd8/ZwHqCcvrDF1NN0CM9oihhx4cQntYufvF1IP2sCQzvE5B33FngRjtAdAjfIepBXhNT5uT0YmlDbdG+knGA0hLEeELtxJArIoW/iBljAOMI24cyMZCN9a2QfggYeSrbv7uvsvGCOqRe4+LdtOxjjGB78QD3DdcuTEYz5oO1+YdOv7pOAfIgzE1P64iM4zL5xjyBlx7cN/yTsAMfPJbXh7h6ET5WJQN98+PA+4r+i3u3XVuPH4+kb6ECEikL6FUyFv69MW6VpMC4ChO9lJzy77aDSmZL/YWa8FgCKFlEIScQfT4ZFBnMsALadV9pdVArxY+VofDvRvspSAvJXwAWUwK+NsRwOEDD5TqrrtuuR5jgEktsJxAQZSYEFru90EPJh6W926MuqKeqC/LuorRHuRPfU1qAWmSYDjGBc9yr1qM9oihB2DSrHujLBBLD2TwnFsSS95Px4nO7fT5eKng9ggpC/e4jWXh073jChb+8ORgKwHulw5Dro9vd2FVSCX74Bk78DphAY76Q+4W6jhlY+EYaNJAsesVfd/rFygbsn59T7L0JURBIn0JpUKe9OkKreVgyoDNxMN8UoAeFgQAq99TT8kwR1a7Qagdd1Q2qkPuWL1svgA3gw70zZXdDG4SucHCx2RBCQSTCvYM6vHYy5fLyH33SdVNBqq4zBqRmVhEhstSRgzSx+SfIeDFTvpitEcMPWgL2t2yPymLHsC6742phynpc+2dETq8WNiagIUOq1S4p64V4Sta+GMcYOGPLQOMEW78wNVx+JlnpB3rLmQSIogHwRTX24irq2xMN+wXs77XfbYZ9ifIwOLeaNQT6UuIBruZcELCCwjtOOlU6VwtgQwmUpbI9GDgtgAruPvuK8PHHScj7ElkoGZ/BQM5kxBdF1LCF7p08pueXoaFTwdJ9jdC+JhU6OZ5R/YGd9hBRjjwhjRMKAzABIrLEjpgWwIrRgw9kGMJCIZ1XcVoD55xaxmQDGTwaYUY7RFDD4AM9LFCTD3MxhCsSRA3+mT2VrOYR/89UcLH3yHhY98ce9xY+GO/+FVX+UNYHNkbPPRQqXGQF6QPV2sDBjPo+iuzsbCJbAwxnjeoSzqLCbZ3V0LCKJKlL6FUyFv6ZulhJAmTA4Mqrpls9mcygssnezOw+qn7J+Fq4cuflqaELzyOm7zYyM9kgZPQmDCE+wcTEhISEqYO7KtjgQ2rHhY++msOJAlPhy4ifPTp+h6+0KWThUD6cax4jA9MH/HawDvE0CpWVvgTVYfSQS4J0ZAsfQklhX9lg+9U7awlrJmwIdva0oeMGBbLDVYfCBwDOUdRszeDfSDIDw8VCS18SvjUwodLZ57wPfGEDBx2mAxDxDl+m4nIb37jV56nEOjBZQnuKT0wxgobtYcRyN+6rrhvuX8tEaM9sChZ60E/Yt2fxGgP1cNyTVn7XktLX4z2MNMDIsc+a/rivfeWgWuukWEO7SoifPThSvjUMohLZ0j4WPS79lpvAaSfx1rI+MC+bkf4aGnr9gA851HHQiOojEolTcMT4iHdbQmlRKXSyAZTy0kHsNznsdWAFeIzz/Sru0wGIHC8n4i6ZXVY9wYxEeCkztClE/CeQvaQYA1k/wdgQOXgGFadmXiQ5xSBNvm9aJcpQIx6Sm2xdaEs7ZH0GAMcpEKfynvlWFzDascrdHidgUIJX/j+V/plPbQldOlkL+DFF3sPEBYB8dAIF/UcyvSUx763bGcpCQmjSO6dCaVC3r2TY8npwC07cX2Efi9krFvnN/A/8oh309RJxFgunRA+yKGbSGQSBgakAnnEksg7nHhnElZDVozDl+BvJn6v2mMKgJwXu4xUV5NDmWQASzkvurpi37W+5BwLJda5vfeWBhY/h0xKaOFTwocFT9/DFxI+9uvR59M/Y/ljz3cLxGoPUAYZ3jI6ktw7E6IhWfoSSgk6a66+vj5TNw067p6eHlP3H4AM60M9qKtxXf2YELAyfMYZfn8HkwRWgXkvUyvCR/zm3sreNWtkiJffK+EDvK+J1WNckXjp7haCgZTLEtxTvFvLEhNqjy0ErlLIsQT3LfevJWK0By5l1nrQj1j3JzHaI4Ye2vdau3fG0mNKXBaV8HGYCvldd5331HCEr8/1iby2ISNxuocvT/hCCx+nOl9zjT/A6+Uv99c4hM+6PQDPufVYyPhh7S6ucxNOIvUUMyHBHsnSl1Aq5C19M3npuIP1ip1l/iCWDDBhOQzuuG7i6skLfrH8KULC12wDLHwNJhbbby8V9vQpli/3ExFWopcu9a+LIL/NxKT12AwkGZMDcpIeE0OSMXEkGQHyhA/CBuHjoBUHaGvl/vulQn9bZOGD8OkePhby6NdxCeVE5wm+HqFM7QEs5SAjWfoSYiNZ+hJKCTprLutN39pxW64EA2RYr25iVZqUDCYCkLPTT/f7+XjNA+A47zzhc+VnP+DAjBkyohY+wASE/SccJa57RTjVkwnMZoLVU0vrLuCesl4JnnR7bAbI39qaSF1ZW15jtAcWDGs96Ees+5MY7aF66OTZAqOTZltLn3V7TIked93lD1rBGsdzAOHjpetNwgeqrl/OCF/ewqevZVDCh+vnnXf6PvmwwyZF+KzbA/CcW/eLMcYQ+l2eRQ5ysXtKEhI2RiJ9CSWFP8QF1wnL1Trytnx5tgIZlnqAza4rDgrAyscpnBdc4FeJWW1WwsfEgpXkHXeUNjexqOhEUAkfkw0OiQG824kLSyHHi2/G4J69uJf3CxoiRrtb37ugLHVVNhmW7Z7qauLY6mVATDikhYUy+lwIFySu6dK5AbjNL1u26WsZ6JchgLh0QhbZl00/jiVwt918vAkiRl2BGDJi9Iuj/XuifAnxkEhfQimhvKK9vT0bJCzR0dFhPgghw1qPLaqrHXbwq8x8joyMkrX+fj8pIfzww6XdDXRtDKZMLCB8xxzjDwgArKYz6aDxXv96H8bfk1xxRQfruiJ/6ssSMe7dGHowueH+tUQMPXjGrfVQGZb9SYz2iKEHsJaxVesBSaNvpS15dQJ/Nw9tCS18mefF8uVSc0SuroRPLXxK+DhJmbT0N698ZeaCvzmIUVex+kVrGaoHi9O2NZaQMIpE+hJKCQYeLtxNLN006LDZWG7p/gNibV7forrq7PQunbhpcoAA7p4c8MKhLc09fH21mgyxb08Jn1r4qD8OcoEwYvljf8nLXuYnNFdc4cMnCNx/rF39qCfrA1Cs712AixFyLIELk/UhKzHaA7c1az3oR6z7kxjtEUMP7Xut3Tu3Sj3UewJyhku8Lq7lLXy4amLhc/3ywLRpMqwLckr48NDgJGYI3x57+D6XfnwzEKM9AM+59VjI+GHt9q79O4swydaXEAvpIJeEUiF/kMus5qmRCZGhL/Lt7hZ53euagQ7s9WO/HqvLauFjkoArJxMS3IrUYsNrIIjL75A/JiThy+ETEhISft/AghakTU9A5pRN/t5zz40tfGO9loH3pbIQx9493PHD/jghGiB+IyOcppsOckmIg2TpSygl1NKnxyJbgTWTMh1TPWWrm1jwXvtaPzGB0IEVK6Tv5ptliMMBdILBmlMR4XvuOe/ayelxp5zi9wdOcI9fmSx91qvNydI3caAHz7olsChZvyIglqUPPSzXlGP0vTHaAz1oD9plXNAfQPCa7vKZWyYWvlaELzi0pc+Rw+x1OUr46E957yp7AaeA8MUaC2NZ+qzHELX0pYNcEmIikb6EksIf5GLt/w+x7OzszD4twV4J643lU15XHMiCdY4JEy6aS5dKx4knStuuu/rfmRw4EpgRPiYnSvg4CZQJCZMY3JUAkxQm9VddNe4eP/TgsgT1RJtYwvreBTHqivu2u9u2rjo722TaNFs92tur7pbePNe3iaJarWQy+LQCeli3h/aLlojR98aSMaH+HRLSPBAr6w+x8LEwlt/DF1r4gj18HbfcIm2zZ48SPvpR9mHzntQpQIy6ArHGQut+cbR/T5QvIR6Se2dCqaDunfPmznakj3fJTss6Vm5zVmvpaFlRbRUGWKnUMAYXBrEw7IVMm48XhvFdV6RJP15+hHFpPqQlTlG8orIQFqYN5RLGZ5V4Tt+aI30MoTVH7ipuklF1YUr4ascdxwgobS6/zMLnJicj++0n1X33zTa4s27cft99MuJ+q7p4pB1xZLLNfW84GXX3d1iuseog1FfbQcs62bRcfG8lNwwL4xW1/5akHSs/TUu+oChtKz3CtEXtP5GykJYLvs7iPFmHC+guSbY2wO8u+w3AK5gih8Y7/iYuc9WQ98MtuIjbLHoG5rLkuaXyMK5Qdm5PANdHHsYyp+4GFMlz1ZC9zzovjzDym4x+RfJcFWflU6g84oZ1EcpDDsYfdOYdYVgaaKN8+xOWfwaK+oax0o6X31SlHesZCPPjEx34Ppm0+ttE0o6Vn6YlX9AqLd831IGPKG2O8I10dUnV9X1VLHwQwL32khFH+BgFsttz8WJpLFuW9alt222XpW3090u761NrvB/Vxa3ceqvUkHviiTLiykG/26rMhGsYZd6SfqDo3gGTTcsnf49XFn4DpM/LHa8srWS0ShuG8Qkoj5aLfEFYFj6xJjYadVm3vkeeT+6dCRGQSF9CqTBK+poHhDh0NfeB4Uoxw82UcEHpdjMeOl0uiCFh092Mi84bVxv2AhJGWsLonHnRu6alEyc/wtavX5/ly6OE6wlhuG7Q2XMVpcU9BXnIIozBgO/EIw8GBS6+j1cWTUsZcNcjDquhlIEwPsmLeGFa8iOc75qWOKTVOuBTV1bzctFN01IX6E+eqofWQbubsfZTL0uWSO9jj0n7scdKF/tIXFosfP0MiK7M03A1ggi6iUnv7rtLu8uPtH0LF8osN8npOeYY6dxmG+m87jpZ7/KfcdRRMuzKHLah6gEoC/WndUBZCCMe8RmQi9JSf6xY59tD04ZtSBptf/4mXOsgzI80+bTa/sjn77D+WqUlDuGUC7nkgR5cfFc9tD3Im/zU6qJpNb/8M6BygYaRtqj982XROiA/ykK9dXVV3W/d8o//KIJnGa/+wtDriuTaQ+Spp0QeftgbHFx2Lr0nLmw1ctlmr4F04rg9sjSEc/4PW3Vdk2YEjPOCMHqwduCKmOXjqkNuu01kv/38yfMqb+XKDedauHbw8QjnvCG83ngPNfKculmevP6MczKcOlneyOMwRGQT7lTMQD5uLi0HHSSy884+nHyfeMK/mQT9iOOqJst70SIRjC4HHjgqj3n8Pfd4A42r3kwedcFp+6RFb5VHPaHfwQeLzJvnw4nLobjIRL+8PDz4kEccvAM/8xnk9LjfO7M21jbU+67oGSjqk8I+ZKxnIN8n5Z/HVs9AUZ+kz+NEngHNDz2QS37hMxU+A8QjD30G8mnDMo/1PI73TJEHoIykQQa/FablhnaNPc3dED3u5uh09d9JP9l06VxPWhevnRvT3dx1F6fXlW2GkzHs4tauuUamu/60192YkL+2HXeUgUMOkZkujerRqk8iXMNajQOt6oCL8nO/ZOOAazNtf8LIj/tC02p+2h7ko2nD9ifeRPokZIGiNuTKj4UgTJt/BjRt0TNAXM2PT8pBefhd21/zIy1h5Ef7d3S0y9p16xPpS4iCRPoSSoV0kMtWDk6KY8LCu/04ZpwZKWha+DI3JdyVFJzyyUydmbAbUDNwwMuFF/o9LW7ykrB1g8NaP/lJ75UGqfn61z0BYeRZsULkAx/w74A++2xPtNy8Si6+WOSznxX5whf8Ya5ubuQmUCL/9m+ewH372z49tw+E7YMfFHn3u0Xe/nZPyCB055zjvYG//30vm/gQsPe9zxO2f/93nyfyzj9f5MtfFvnKV3xZIFWsQfzrv3ri9I1v+DyRB7n70Id8Pm95i5dHnC99yRtfkAeBRB63+/vf77dN/fM/+7KTx89/7uvha1/zxA153Nb/8i+e8H31q15nysbj8uEP+4szkdyc0k2oRf7rv0Ruv93L027uoYd8uU4/3deJyvvJT0S+8x0flzz/3/8T+fSnPW9I2MrBQ/P0037lwJEHtfBtckpn/tAWbhRuHhg+8fnOCZ2shCRsFYD4pYNcEmKi7aMOze8JCS96rFmzzk226jJr5sb7FFgVtAKreOTPSp4VkAEs9WDVkZVdVjOtMORmww2Xf5UZLjN/Vlh5sbDu4csTPiyCJ500uu+EGTazfMw37P1j1p47hEBXqC310JVs07qK0B4x9KCZmG9+/OOerEDGXvMaf9r8TjuJnHmmyPe+5y1Qr3qVd2VUCxbEBOsgc1WIzRln+HMsLrtM5I1v9HE56+eoo0YcaRx25K49iw9xYo7MrfWtb/l0zIWxrvH9u9/1awmQMfLAoqjWLw4yJE+2Q1E2iCNWyje8oSYdHUOuLO3Ztijikh/rDtOm+by4Xf/7v0XOOsuXl1sTAgZppB64lZFHGfkdYouFcpddfPnOPLMhv/71oKuvNkfwsI75+TpE9FOf8msl1A3yON+Ief4PfuDJII8IdXbqqZ408miwVRZ5lJc6gdhizYRsQ3w383Vs44K1ZO5f7ivrftGy733B9eD0Yggf785jFaDolE4sfLlDW7K4kENuavrUm26SoV13lcaBB5oe5BBjLKQ9aBfLsTDGGIIeyKGuBt33gYFB15/s5P5uRkhIMEAifQmlgpI+3Cx04GFwsOq8GXwY6NRVxQoMEJZ6AAYggPuKFbJJwc47SxtmkHvv9WYIVqn33beY8DGRUcLX17fxUeXMqPHtY0Wb2XcT6EG7WOqB+xFkiXa3Qoz2iFFX8Hve3oHLIaQO98MvftGTJIgVBAaCBhlk7goxAhgymMNikYP04DbJ7Q+puegif512mndrnDev5m6fEUeMOrI0uDECDB9Y28gbeRCt6dP9bQUB0lsM4JoJMfrYx0ZPsFd5v/qVyG9+U5dXv3rYhXVm5AuDCaMnt54aXdBxyRJvwUNXbl0M1JTj85/3JBSyBSBflB0yzHlH5NPe3nB1MSTnndcu111XyfTjEcElFvKHPOqBxwVQbxiCsHxCAtGNOiU/CCWWU9xCAcQWoB95QprVeD7VULJk2S9q38u9a0UAVA9kWOqh/ftGetA/4v9MI9MXFJ3SCeHjBg8Jn6uTjQhf0zI45G7SiuECT4z2AEosX+xjITIYR9hTm0hfQiwk0pdQKijpmzHDzX4c8J23HByYCDCxsRzkAIOPpR6A/C0HOdDuZGQHtkDc8Je75ho/Yw4nMkr4mEHrrBQLH4SPmTGED0C4MB1xgh2z4iY5VD0sSXhMGZbQ+8pSDyxcNBEEhiaCADGXxR0SD19ICs0MuYIssedOiR+3Ba6SED9IEhYxV1xHviBhIpdc4i131WqbLFjQ7m6NShaXPCFxgLxw61Qihix+hyRB/NR7GGBFgzgxKmKNg2DRBJT9oouqcsUVHU4eBzx4YzNWPlxOuZ31FkYn3CyxMCIDndEBYw3uqngyK/EjPbcxRIz3ZM+dy+mdHXL66VX55S89WUY/sGCBl4E8LHpK/MgXfoCFkXJCopnvE441EosfLrKAOqTsGNbf+tYNj8yUQ/tFy/tKZVj2vbFk6HO4AbzPlMUwbiD6uOuu86w/7CfVpZMbnBsaFBE+iKLrY+lJ6H+tEKOuwCZ1ZYAYfS8yIMr1ek2Gh4alP5G+hAhIpC+hVBh17/SWPmtLBnmzeZ38LQc7NoSjj+VgxwZzXFosBzs2xW9oD2bKzMAx/fBeP1w9QwtfnvARRwkfYMIDQ4A0YvFjZu1m7H6fhK0VjtVmNuyzMd8KMdoDHbAyWOrBPBQCRPOotQmSBdliDx3zWpoaAsL3PPHDakdaiFFIxCBDkL5LL4UwDrq6GnCksDMjUsTF8KHEj/UD3EfJW4kYMiFGeeIHMYL4feITSsQ8MXvNa4blRz/qdfPvroyg8ihCQikf8nBVVYsfxI9bEgsccdUCh9EmT/yoE/Jn3+Oxx9ZdPhxU0eHkVbK9fxA/8qB7gWhC9vIWP/S4776NiR/6U4ef+5zfn6gWPwgjXoO4lVKvFuC+pc+yJH7a99InWvW9sfRABicdt6HHqlXehR2mzo3RivDxkNBPFhG+ffbZiPAB+pMYY6FlewDGEGA5FsYYQ2gPb0Vuk4HBZOlLiINE+hJKhSJLH4Oc1YBNvrq6aSUDIINBzlqGZV2BTfSA+LGSjakCkxBHGDIbVcKHSyeTFyx8zPgVED7SMCtnYoNfHjNZN9NtdzPZDmM90AGi9GJvD/RAjqUMXAyvvNK/qhHernNXJX64eqrFDzIGgWEPXOjqCbFi/xmjlVr8mFdi8YP0XXppm5x1Fs9hJXO9ZG2AuJAadfWE+JEn+92QgasnF26fkM888aMs5KFEs62tKmee2SkXXljJ9GFfImVQix8WRvTTczKU+H3zm6NEEyI2FvH7+McrctRRHS6fqmt7T+B+8Qs/70cezYTFD52w+OWJH2smED/kQTSpM/Tm0BfaAR6BXAzs6G1F+rifuK8sJ/+hDKv7N6YeWb8I4eOkIBqKGwbG38rCR8OO5dIZED6wQUaEurKSAaz1APS7McZCiHKy9CXERCJ9CaVC0UEudNyWgzbWEutBCMuStR6sOjIIoYsVkAE20gMTCcSPowjZjAQRBFj4iggfK9yYNTBdMMsGMAbC3Sx72IXV3YTJ0gFI9/QxMbBCjPZAB2s9OIcC8vPXf+2taqgDSQKQLFw9IV1Ys+D6XHyHnOUtfjQze+AgSZA7ig0Z+s1vKnLJJX4PHGGQIYgbFjjShK6eWPw4OZO4aoHD7bPI1ROL2X/8hz8IZd48rK5DcsYZHXLBBSKXX+5JJ/qoxY/RtJWrJwe6qAWOcPb4PfOMX+MA6ERen/xkJZvzc2tjgMWiqcQvb/GDaIaunujBWsj//I+Xx1qIEj8sfnAD9kdyOA11YUX6uG91f5dlv0jfS19i1S/G0oPXMlQdG6/yHg5WLCBvYxE+blIlfPSpecLHyUdhOocY/Yl1e4DCMWSKgYdQjINc6Hu5r9KevoRYSKQvoVTIH+TCwMCnVefNIKqTZstJAYMQOlgOdBAZYE0yCtsD4ofZhVMwmO26es1cOgnPu3RC+CCHSvgoN8dDwhYcExjhxWa854/ZvxGoK2vXyxjtoTIs9eAgF6x8f/qnnuBA2jBiQKqAWvzCPX78jiUqb/GDvEFUGLWU+FE9kC9cPbn4jjoQMeJA/FpZ/PRwFy5kF7l6UhZcPQ8/vOEIFs96R0YYIX7opcQPIoZOyGOdIm/xg/hhjSM/5uuUA50xcHM7AwhZR4cnmhwmwy2OLsjA1ZOzPJBNNxDu8UNXPPqAWvw4oTS0+OEJCLlGd/cYbmQommrQL3JvWfaL2vda9ouqBzLM9HDXSF+ftLk+rEqDsmqAKbbo0JY84VMLHw0cunTmCB+grqgnq/4kRnsA1cNahuW8AXBfeTnpIJeEeEikL6FUyLt38pJZywFbBwbLAQioDCs9ADIs6wqgQ0sZrFS7QTB7Izb7/DBhMAtWqIVPjzoEjnhlhA9gHpk7V9rYV7J8uVQ43MVIlzH1mCK84O0xRdCDXCB8WKTwyIUYYfWCVAHmsWzlhJSErpeQHU7eLLL4MXJhMYTwtLXV5dRT63LZZdWM+GH9c2plpJBbiLjkF1r8mD+zxw/rGUSMPPkOEctb/LCYffzjVVf2juy2hJhhSVPix3e6AG45ZBQd7sJ6Bnv80AndIaJY5rDAjbp6NhxRxcJQkbPP3tjihwwsfhiA+E6TQTTx4PvIR/zeQyWaavHD1ZO6UIsf5UA/rK9//MeeEFqA+4n7yrJfVBlcVoiiBxYlCJ/r0yo0aNFrGdTCF57SicULkseNxIOAKbjAwqewftZjtAdADy4rPYDqYS2DhcPk3pkQE4n0JZQKRQe5ACtLBqubbCwnf8uJQYyDXNi8bm290k34LWVg2WNGumaNn6EqmPDkXTqxUinhg1E062bA6TBy/fXSwUxe404xcM3B7cvyAJQY7YEOPCPsL7EC2zR/+1tPqJivQk7w1sWaBelQ4sd8FldPrG00PSSM3yGBWPw4mZ79cABixRoB5NHvuRtyz8egnHFG54ZTPfOunljrkK8WP3X11D1+6lqK7KI9fvyGPH2dA3lDvi68cGNXTyV+avELD3fB1TPc4wcRpRyje/waMjDQl5HLzs5KVmZd41Ciqad6qqsn7xSETCOv1eEuavFDHtZPto1RXurYAty3POvcV1YTZ+176ROt+t4oetx5p/S6/r3N3WTVW24ZNeEqwkNb8hY+CB++x6SjgUM3+BxiHORi3R4AGdZjIW6qWOEs+0X6d8aRdJBLQkwk0pdQKuQtfbh5Wk6aGXz0QA+rSQFABoOcpQzqictSBoPouO2BeQamgOkHMw4zc8wWoUunm4xlEx030cgIn+b5zDPScc890oE5ifSQft0jOIVAB8uJIIjRHjFk0ASQNgjIa1/riQrkBPJUZPGDbEH8cL2ElEC2IC3sw4P7q8WPeTFzYPa1HXJIm+y2G8+I39fH4S6QP/86B38bqcWPPNXih4sj82nyDl/n0GqPH7+TB3mhg6u6TB7ED4sfL3OnKiF+6ETZ8hY/PdVTiR/zdnSF+K1eXXFzexYSqpnxhnktxI95vZ4iirzzzvOunmrxgydALote54CrJy+/Jx11jYGI7bNwCGRbgPuJPsty8q8yLCf/5no4QldxbL/T3VBtNAqWPl2VAOrSGfriQviwBtJ49HO8f4MFMBbExijnhPreLUCM9gDoYT0Wal1ZytC2wM0zWfoSYiGRvoRSIX+QCyu1wHIgYsWO/C0nOMhgALLUA6sPq7WWMlhBBWPKoB4hfitW+EkP580z61WXTrXwQfiYuWpevPn61ltlcO+9pbbfftLObJs3V2PeYLY+hcA6xiotkwMrxGgPPUzAcjLIYSW4NnIQKxYqCA7V1sriB8nS9/hBvmg+yBHfW7/OoeLyqmwgYpCviy/eeI+fWvwgmsyf866eWPzU1ROZECaIn75BRGTEEb9+V9bODXvulIjhQvnrX3uLH3nQZBBNyscIm7f4KfEjLrpDNLFicsomxE9P9YRcUnbksbaBIdzNqzMyyx4/tn5B5nhk1OKHvNDiF7p6QhJ5fCgn+lmRPvpdnnXriTP9Iv2uVd+revAMTrke3FiYfh27r8DM9YZRtLLwQfjw1aVPhPCxqsJDM84zHKM/sW4PMKExZAtBXemeVCuolwV1lfb0JcRCIn0JpcKopc+TPibl1oMQEwOTSUEAlWGtR4y6mpAMfof4YeVj4NUZuku/kYVPB36YBROggw+Wxj77SMUN2G2YNTDVMKFiBZ2NTVMEJk/AclIQoz1UD8sJFFycJjv7bN9E55/vyQdVF1r84OXh4S7MiUNXT37Xw1142TrGD8A8mTkweUDqmDtTZZAhrH1c6nrJb5wLRFzSqAVOiR+kMjzche+4ekJCKRNbTg89tD0jauRBXljWyBt5ED9OxkQ/ysBth8UOCxwEMTzcRff4qcWPeT3hWPw4/EYPd8EdE2IZvjeQukMerp55ix86YWHk8ckf7nLuuT4P3m6CPlakDyjBiNEvWspAjyknr/RXMHFO23z4Yd9YRRa+IpdO/qYRFy3yYRMgfCBW/16GsZA2RwfLfhE9IJZUFYtvydKXEAOJ9CWUCkr6ZjZJX1dXVzY4WA5C5F0GGWCr0sPFyw40YDMXq7tY7rDwucFyo4lO08KXEcO99pKKG7AzGcxsmRRxuAG+hcz4p9AyhwwuS1i3B9A2sQIEBiKEVetNb/JWJg5AUeIHiVEiFrp6Mt+Fs4evc4CI8Z3DXSB+oxa/uiOGNZdHtbnHz+eNBQ6LX0j81OLHyFdk8cPVk7hqgcNShtUREnrSSbRFNUtPWTmJ1L/OYVOLX0g0mc9D/LDUqcUPQqmvc9DDVrbdtuEI2oh89rPVjSx+ED+aiBe448WH5VAtfj/7mSd+1AtxIJqQPeTBJUKLH8Yj9CMtMqlPK1jfV2BS/clmgrz1mhL09nr/Whrq8cezm2fY3RSZDH6H8GHho49TwodPLoSPG5JVEvoziCOrBBMgfIoYdZVkTByQPghmIn0JsZBIX0KpkD/IxfroZTpsNpazEswgYQU24VvqAXCbYfXR0no1aTdVRkDMEcxWWRFn0sOsV9OrGQkTEe+0cuAgl9odd0gHJ2NgLmHm29Pj3UX5PgXtpO6d7GGxQoz2QAfrg1w4vZMmgnTQfJAhXm4OOeI7oiFNED+sWUWunli/1OLHeg6Wq433+A078jYkO+zQmVm5dM8dtwky/AvcPdEkDCJGHIgmt5caWZT4QSqRoUQT2eecU3O3YL8ja11ZXMpIWSB+avGjqZDX6nUOjLZsS82/zgHrJfUzY0bD6dgvJ57Y4YhmZaMXuFNetfgx7ycflcepnhA/vvPIhC9wR1e1+KEf8u68U+Qd7/B1bQH6Rfos7iuribP2vZZWnynXA1Ox65sy1s1hVa4/ahxwgN8i4GRUMf/mCR8LV7h08jcNzw1KX4inAysPEwQygFV/EqM9gOphPRZCyCz7RWQwP2lrq6aDXBKiIZG+hFIhf5DLLDdjsxwcmAioNdESsTbIWxIMsFl6MLFhwsMKOLNl/PKAunQ2LXyKjnvvlQ7IIP5/Oqtl5k5cJgycsrGFQAdLwgditAf5W05sAHv5fvhDb+HCcEvz45oIKeIAFLX4QZqwmkGisHrhFgmY/6rFDyJGU3KRB/vwPPHjnurMXBshhpA50sPxyVuJHxY/JX78hgWNEZA0RRY/db3k91NPrcrXvta1wdUTQOQoK3vulPhRnchQV09k0z3oqZ6Q0tDiB/Fjrs979U47reJu9y53i1cyXXmdQ97Vk7Jj8VPix22IPH2BO/WCPIgmjwvyKJda/JDLW1GwpFq5d2q/aEX4QIy+d8r1oOJ5ICBysHEsfC6YZ7BNLXyhS2do4eP9HdyYeqgVx9dOAvRXlv1JjPYAscZC636R/CHK6SCXhJhIpC+hVMi7dyosByJW7MjfcoLDpm/yt9QDq4/ul7ACeoBJ6wF5ww+QVXI+mQzx8rfAwpfh7rtl6IknpOYIX5veA7hTQfgwf7C6zsEHzLq3AKzQYiGznETFaA90YNJhKYM5LnvPOFSFeSsEBHG4F+IGmbf46eEuNF+4xy9/qie3BN8hZ8uWjbi58rB7RtozYsWcOdxzRzOpqyfkD2JEGMQPGVjP8hY/5t+QSixwWPxmzqw5IjYkX/pS+0anekIu1eKn79Ujb4jYr37lrZrIQ2eIHzIoW2jxQw+I37e+1ZATTxx0+rW5q5KV4/Of99bSvMWPPZLM/fV1DqHFT4kfh7tg5UOeWvywHmI4gmxakT4mszzr3FeW/aJ13zuleuCmjj8vYPVDG9+hAuHj97yFD8LHCgc3FjfBbbf5G0EPtZoE6E/QJ42F4yNG36teFujC90T6EmIgkb6EUmHUvdNP+HVwsO68yd96ELLWQwcgaxmbrQezfEZEfNMwtzC7Z7+egj18q1bJCG5PbpbeTlwIHxMnJknMltkXyH4YZsk6udoMQJSs3X9itAc6WLuQ0lQQKPaf4abJ2RVYoXhcICdYw3CH5MRNVNXDXRiZaPLQ1ZN9dXmLH9Y4XC8feqjmyJNvD4gVxBArF9YxyB15q8WP9wbmX+dA3DzxY98gpNITv4aTN+K+dxS+zoGyQq7CPYXoh24QP+RxS6I7OuF6mX+dw5IlDUc0hx1B5bCYSlYeZPtTPTe1+EE0qSvWQbD4oR+vc8DiB8kF+joHXuDOdx4ZyLY16eP+5fngHraCdd+revB8bJEe3LgQNpdfdoOp2RWohS98LYPTayPCRz/GIhcNyQ20GaCurPuTGGNhjH6RRT3a3rJfRA/630olnd6ZEA+J9CWUCqPunZ70TXczMcvBAeiEwHJygwwGUksZ1BOXtR5b1B7MkgcG/AyYvX0KCB8vdXcTp3Y3UcoIHyYmJk6YepjVA3zx2N8HcWQG3OX3Z00W6LDFE8FxEKM9YsjAPRHS8/73e/IFuYL0QLac6I0sfpAkeDQkBvKEBS5/uAskEtIFGWJOzKN+6qlt8s1vtru5s7eOAbX4QYxofiVi4esckEcYv2Gxg7SRJnT1hPhxqucpp1SdrHYns5JZ5iCfzOUpE6CMlBULnJ6yiS6QPSx+uLNy2Ao6oztkj7Jt/DqHijzySLt861vVLC5EEvLK6xyw+OG1HFr8IHpYRdXix9/UJxa//AvcsfJ9+tNeX9qEfKxIH/eT9fMBtF+0guqxRTLoh2h8LHdUeuiZwF7lRx+VhruJKjQ0yFv4IIqweMierhBsBtCDyxLW7QFUhuW9hYwYfS/Esl6vJffOhGhIpC+hVMgf5MJqmuWKHXn3OBJhPdghA30YKKzABnlrqw8b/be4PZhNs59v1So/W2ePC0yA2bdjAP0jIzKybp10cHoIcZXwAVyoMNEwgeJECzWRTBK4GOHKZLmvL0Z7oINaZKwAwcDlEAMsVinICcQPYoW7I5McyBfz4vBUT7X46eEuoatn/nUOM2YMuu8Djix1Ztue9HUOoaunEk0eU+RB+rD46R4/fsMdlBExfJ0DeZHnl7884r73OaLUlclU4hfu8VPiF1r8yBt5uscPeZSBW1Bf5zDq6ll3evTKkiUd8u1vVzZ6nQPE74tf9O6ZSvyw+FFXEL+QaCJPXT2RRx3r4S6Uja2tb3+7r1cLcN/yrFta+rTvpU+06nu3WA8WqLjRYOuYp3HrVGDhaxK+nq4uaXMNWc1b+AAWQmTTwFsADqSJMRZatgegPWKMhVj7LPtFZGAZbW9vSwe5JERDIn0JpUL+IBcsfgxyVhMP8mVgsByAgMqw0gOQv2VdAfKfEhnMbnGJ4uVjgFlw07rb7ghZ+803S6WI8N1/v588sdqOxY8j05ntT7I81JXlhBbEaI8YMiB9WJ0gH+yNw6qFwZaRByIH8XPFyH7PEz+aEPKERSxv8dPDXbBmzZzZ5ubJHY4kVQpe5+Dn0JDH0OKHRYz5OO6euEVSBn5DBmXLu3quWFFxpLLDEarKBgsc1kZ9nUPe4oe8vMWPdxSGe/y49ZABCfaHu9AOHY5QVrM1CV7nQF2QH8QPkovFL0/8yAsLY/g6Byya+joH5DEPx9IK+WM95PWv9+1hAe4nng/LyX8ow+r+3WI9cMmk36Ex8oSPcCx8rmE7XANWcVtks2VI+PBg4AHi5qKRtwBT1ve2QIz2AOhgPRZa1xVAB4hysvQlxEQifQmlQtFBLnTclpMPrCXWg1CszesMQuhihSnTww3IGXOAxGGSwVQC+vpk+KqrpO5mvm0cBamAIOJKxUxZD3Hhk/f+rV8/6X0y7MXQvT5WiNEerGaji6Uerpoy98i1az1pATQZ5ESJn1rgIF9K/PgOWcI7V0/1hKTkLX6QrhNPrDmSNux4f3tmUEEe7/XPW/yQp8SPakUGxC//AneIFHE5IHHU4leXhx8ekm98A1Lm5+Zc6ATRzFv8IIYQPz1MhrzV4nf11V4eOnPrUT7kzZnTkP3247CjdpdvJeMGvMAdndTiBwFlb2S4xw+daELkwRf0MBm1+MElkEcXhUczh0hiebXc08ezbj1xtu57t0gP+ha8EGD7ecJHf8TN0myAwZ4eqd54o1T5WwnfihX+4BcIH6x/CxGjPynLWEjfjpXXsq5oD/pfdOF7In0JMZBIX0KpkD/IhU6bwcFygKDjtp7cIMNaDyb/wHKgm1I9mL0ye7/nHk8AmeVef73UYBNupt2mMlhRzxM+dMVtinSQPv7m+wTBhMDa9TJGe6ADE0FLPTBU8C5qjLJ45SoxwuIHqWIEUldPVIWcYA2D+DFfJkyJH66JeYufJ351OeUU99zPYs+dzwMrIPNmJX5q8SOPVq9zwPrHbcNvECkscBAtyucogCNiNXn00Y7scBcIlVr8cMPE9ZJtpZApQBm5RSFi4Qvcsdyxxy909dTXOfzrv3IbjjiiSZv7vYNwhO98Z9TiBy+ABHK4S97iR15Y/JT4YfEj3c9/PurquW6dr1/ysCJ9IFa/qH28FVTGpPTgPXq33urN0OEePrXwcVNyYwFHMEauvVba3N9V3aeM6zr7jmnISb6aoRX8oSH2B6DEaI8pG0NaIEbfiwzfJo7IOtKX3DsTYiCRvoRSIX+QyzQ3S6LjZmLLxaDHRFcRhumgrt9bxVNoWDjITTathun3VvHIv5UeYVp+y4cV5VeUlvy5NiftWHLDMK2rMGyiaYvCGm7W3XCfFRjFE09ks/Wqm61D+LLWbBK+OiYRR/iyMDdpYBUeuQ03Q684sld36Svd3dJgBh/IK5IL0EEntK3i8ZnXTRHWZVE8PvPtoQjTKsbLT5FPq/fV5qQFRXI3DoPoVTIvNfaunXtuPePf3uLXcOSm4iY6dUf8Ko6INWSXXbBEVBz5qjcPd6lk5Mpb/OqZq+fZZ3v3Sm/xq2fE76mnqvLlL2PlqzhiV89+5/s559Rl+XIOd/Fl9ha/hnz845XgdQ4NJ68hl1xSyb3Ooe7KVHFlq2fk6MADuXvaXF4VWbasnln39FTPmTMhaPXM6rhyZcURW+Shky8L8kYtcPWMfOHqecUVDfed57veJH7Ia3Plqsp++/kyv+IVFVmypC7f+paXgbWT2/SkkxryhS/kX+Bed3VVCQ53abi/G47YVuRnP6tnPOTYYyvZtjF4x3bbQfo3vu/y7a+fivx9UBSP7/qsj5VfGFYUj7BQnn5qPJUB8vEmIlcxVlqVwW9hPMVGYe6zwgZQ3DpPOknq++zj+xzQtPDVWfVoEr7GwIBUmha+NtdgSG2wf/uWW6S+335S2W23TfRQjFcW/dSwVnWlyKfl7/HiKTRsLBn6fTL5FaWdqB58gjDtWDKAhpE/corSFoWBseQWhZE/pI+/k3tnQiwk0pdQKhQd5KIdLW4hHLyhm81ZMcStgn0IehgL4DsvmdUN44BN8IRpWjprPciDMPJABmkIY5O2dvR8J4zfGExIS1lIQxj5AfIJ0yKb38OyIIPfw7JoWvKjTDqoUGbND5CnllnLwpVPq2HIIA9FWAf5tOqqQnkIQwb5qR6alk/CqOv169dnaamLfNqx6oB4mpb2HZo1SzrRkU1ejk30UxaXtoONXU0LX5+bZDWcbu2uzNmEzOUxeMQRMkyYu1d6XLk6Fi2SwV12kZqTxZQiXxbKTBjytQ35XctCHVAe1SOsU9Jqnefbn9/GS0sYaflb23CjOgjuYz41P75T53rvaFrVg3rXsmhabQ++a53n21/roFVZCCN+R0dd1q1rzwjcm94k8trX9spXv1qVpUs5sAQ3xg7Zf/9ex8fb5cMfHnZEZ0j22KPT5dOXEbGrr27PXuCOxa9W63HEqCJHHtmWWetY1zn44B7XNm2O+NXkwQcH5Tvf6XTf+92cGqtfRV7+8j75+tc75eGH+zOiSTsedNCA+70zs+JhHZs/f8jlPeTkdWaunpddhryaq4Ne2X33Ltl3377MeuaJH89Dl5vP97g8eVl73cnw+c2YsV5OPbUjs/gtW9bj5HW6uhjIiNj06e2Zeyqkdd68Pld/kNm6/PznA46AdTqCSv9Tld12qzr9ex1p65Ttt+938uhDqo7s9Tji1+WIba8rZyXTfdasPjnllK7M4sfrJ485pu7qvMfVD/t/PfE74oiazJ3r+4HTTut38uqOaLJfyVv6urt73X2x8TNF+9O2+nyTdqznMd8P6H3M72F+xOWeCPPTe3u8Z0Bl5PsQTdvqGSjqk8Jnit+Io2nDMmtaworKzG8bPQPk4cKr+NK6hoa0ZWVxv1V4CSMunSecIL3TpkmV59HlN3jFFdIxe7b0vuQlXg8nC/f09j32kJ4FC7K9fvnnUfsBypN/HomblSXok7gI03rj0jJrfppWZVAW0oV9iILvKlfLovkRFrZHKDff/iBflrA9wrRh+xNvIn0Sn/n21zYM04Z1qmmJF953Ydr8M6BptT2oR/TX+0TvJ8pGXNJofuiZDnJJiAp3EycklAaPLHus8dDDSxvr1q3LLtcZZ+F8uk43+84nf+fDFOPFy4fxXTHZtBqm3/UzH6Z/j5eWv/NhGm8iaRWbk3aiYYqx4vE5kTD+rjXDGjfe2GgsWtTgr/ojjzQaF17YaKxalf1E7PrQUKNx/fWNxg03kIGPx48uTu2KKxqN665r1N1nff16QlvK1e9FZRkvTP/W38dLqxgvbVGYpm+VVn8P4wGNC8ZKmw8Dm4bVGw891Gj8xV80Go8/noW66q433vCGeuMTn/DxCAPnn19vOPLWWLhQw5DRaPzt3zYaf/ZnjUZPjw8Dd9zRaJx0UqPxs5+NhvH52c82GmeeWW+sXKlhNfe90TjrrFrjU58ijMvL+/nPfR533jkaNjLiy/pXf9Vo9Pf7MH5buLDeOPHERuPXvx7Nl7zOPrveeN3rao2nn9Ywr6cjjVlZvDyf5sc/bjROPrnRuPden5ZrYKDW+NM/bTTe855aY3BQ865ntyh1cdFFobxG46MfrTXe+MZ649lnCfdhy5c3Gq9+daPxxS/ylw8DP/wh8uqNxYs1rObk1Rt/8ifk3XB5OEn10fsgbMN8GJ8TCQvThp/5eOOlHSssTBt+hr+DorT5MP17rLT5+OF3rg1p3XjTuPTSRmPJkuxvkP3ywAONxsUXNxpr1mwIqw8MNOpXXtmo+Zu9eYe4z1tuadSvvTb77nPduCyFcluEgTCM7/o50bSaplW8fJjGL4qn3/Uzn3asMP0O9O/x0urfYKx4rdIq8vH0u34Wpc3HaxXmiKebp6xtPPnkk41771vswrKfEhLMkCx9CaVC3tLnOtYsnNU+XR3kM7w0TBGGhVdRmHuGshVDVvU0rCjeeGH6XT/zYawKgiI99Lt+tgrL/xZ+B7oaqboAjadXGKbf9XMiYaykgi3RQ7/rp34X9vItWyaV5culwkYyzvtv7uGrOL0qHKxQrXpfOOQTzt6ZW2+VChu+Dj1UKuvWefesBQsKZej30LLQKp5+5r/nw/QzH5Zvj/AC4ed4YeEVhqEDq+FFbR5+n0iYfm4cVpGeHv/CcPa6zZmDlaoir3pVRb75zUp2TgUHlgBcPfkdN1BcKXfbjby8uyX73y68sJK5QrqiZls5/QvcceesyEEHDbs2GZKTTurI3Cu/9CW/H26bbSqZOyTyvva1SubqeeKJXp539WTfHm6YlWwfH7cH8vwL3JHHrVKRXXbBHXRE/vEfB1wZO7Oyohuuno8+St7enVRdL3HJ5JUSTz2Fq6eXxz5CXhP5sY+RV0XmzUMX776KG+vVV1fkjDNwx+t3t1+7i1+Vf/3XSnb65377+TzI98EHOUW0Iqee6t1c0QErpj/cpbLRC9zJ/xOfwDrKKaJeHnsV2WNJ/Wy77UTacPJh9Lv0Wfp8tIqn3/VzMmHa99KXYEFpFU+/62f+ez5MP7lUD56PvIzwcoXxJ2/iv6snDTlkFr7mKZ1ZQxHmnrnKTTdJhTHqmGMyl85+159U7rlH2tavlwr9E89jFntUVvh9ImH6qd/pe6mzifTv+pn/PlbYWO0RftfP8BovTL+DscYQvcIw/a6f4dUqbKyxUL/rZ3iFYfpdP/NhahGkrtKevoRYSKQvoVTYcHrnzOmMwxsGay4L0IEz2IUDkAWYfOhgagVkkD9yrEBdmbWHa+tskxYHtHB4AmfTA0dqspP0kAnzUP04VYRNTkzS9tjDh5GeAxTwlxvjVQ7oQXtb1lWs9gCWMtzcRr7//dGDS3BN5ILsfPOb/nWJfo+ff1cd51bgCkmzhIe7cKonrp58p6k3fp1DIyMz7pfsoBh9nQMykAUZ47CVotc58BuukKQPX+fAC9z1dQ6E8Rtl+o//aM+InT/cxefFOgGHuxAXIsbvuE9C/ChLeKonxA93UQ530dc5IG/0Be7e/RCiycmho69z8HlQV9QZp3oij8Nd4BP6Aveiw10+9anR1zlway9cqHv6fDwLWPeLsfpeZIST/03gnlNZtMj3FWzc1Hi4lucIn7jJfXaUKicKNeMSu/7YY9L+0ENSoXFpUAOgh1nf6xCzPZBhpQdABjpY9ov07xBLqiqRvoRYSKQvoVQYJX1upueAj731IETeDEBJxvgwl+EmZ7yuobF4sVR4wzYzbPbwMUFoWvgyQPiY+WJ+UcIHOBCGOL29nizqaZ85lKKuHGLI4ERLtjPBw//nf3wzQDYgRxyEwrvovMXPx9c3cGDxgySFr3Ngb2D+Be4cyPLxj1cd0WrfQMQgWfo6B2/x8+QPIpZ/nQNEzlv8Nn6hOvL0Be58J2z33bEKVjOiGb7AHeKHjt7i54kk83qIWP4F7txyzOvJQ0/1RBcI6q9+VZFrrml38miX0dc5UDbi7buvz4O64lwQSHP4And0wuKHobvodQ56hgj7FqkXK9LH/aT3liWs798J6cFrY2DaVL72L2rho8K1kln94AQdbg4YuJZ55Uqp3HWXVB0JzPosI1jXFUgyJg7yhvhxDQ0NJ9KXEAWJ9CWUCqOkz7t34roGWKm1ACuCbMxWi6IVkIE+liuPuDExAFnVFUAPYCmj382AR2o16cAcgvsmphQmWVp3TZfOjFGEhI+Xl/Ebkzdm2LwKgtk5jCEH3CJxz2FDvhVitIe6GOGGZwXmw9dd54kLrp5Yo0IiBqH6xjf8KfeQJKAWP0YnSI9a/CBGvG4Aix/WMcJoKohf0escOND1q1/VUzY9EUMeFr+Q+OnrHCBi/nAXT5SI6109IZoc7tKfHe4CcaNsECjSAogf83yIGOVU10t9nQO3Vvg6B24dLIzhC9z1VM9rrvF50KWgOzLyFj/qEG7B6xyIi+7wC0gnh7uE7/FTix/hvDIOy6SSbwtw3+LqF7o/TzW077W0+oyrB2Zj+hkalgYHzVM6sxtQKxgLH4tP3IShNdARvoZr7N4DDpC2vfbKDpCyAnpQZ9ZjobUVLtZYiBXOsl9Ehh7kMpgOckmIhET6EkoFJX0zZvgBGPJnOWlm8MGaaDnIAbVYWoIBzrKuACTJWkaHaxNOxMveBs6kDLOIDt7q0llE+PiNiRrWQVff2awctkI8/g6ADpaED8RoD/K3nNgArE7XXuurlteWPfust0bRLJAiyAqkTIlfaPGjGSFzavHjEYDsYanC4gfZofgQPyxakCjm1bqtCpmPP+6tbZAkiB1zc2RABvMWP4go8kILHEQMV8/f/KYqZ5zB/ev3/xGfuOEL3CGtzPdDoslFeJ74QcQoC0STNQmsm+iCfr/85aYvcEcG8vweP58HOsExcPVEHiQaHdC7yOLHLYs8JpZvfKMvmwW0X7QifCBG3zumHrBqXMmpYH3H52QsfPQ3V14plYMOki53M9iOIPZ9b4z2AOgRYyy07hfJH6IMuUyvbEiIhUT6EkqF0YNcvHunDtaWAxGrdcgpnBhMEZABLPXA4sMgZC0DWMrAussKfRWWgGmJyRWzdHXpbEX4mP3raj0WSfbkwEjwzVNTTBMM1FyWk48Y7RFDD+bGzHkhMJASLExUNyRIiR/hEDisZKGrJ1Yt5tNYubB2QX6oDuKy/w3id+aZkMGa7LxzTY46qi2LS35FxA9iBPHjwgIHOVsRvMAdqyK/kQckiduGqkGef4E7h634MnB7EafI4gfxY49f6HqpFr/8C9y5xcjDvzeQ9h52RLOaHe6CVRN5dC3ojk64vUKGQ4sft6pa/LiF8RJE1899zu/hU+JHeub9PAZvfasvmwW4b/WQCut+0bLvbakH/QP7hPG33X13Hwb7hvBxM9HggH5bCV9o4eMBwFxNIx51VJQxJEbfWxY9NowhhjLQg4uqSnv6EmIhkb6EUiHv3smgzafVpJb8OU2MFVTLAQIZ5G85OVdiabkajDuhZXsA9NjgFok/3NKl3sTCzJ9JVkj4OLQF0xPMICR8HLYA0YOhQByZzOnBMA5MCrgsV4NjtAeTDkifpR4YOrBEMe9lzxyA9FDtkCDcEbFOUf0QI/b4hYe7KPHLW/wgQ/4F7pCdEfcsDjuS1pkRMaxZ5Ed8QPPq4S6hBY7veYsfxI85O/J0jx9NgDw93AVyRZha/JCHYWcs4geZRCf2GYZ7/JT4YaU86qiGzJnDu8I6nLxKZvGD+CEPnXH1VIsflsHQ4oeRibrDmoru1GnR4S7c1rwsnzawcu/UfhGrjBUBiNH3qgyejw16uL4l6x+4MbhZgBI+3TQJ1MJHw4cWPhqDzaIwd3ejNFzZB50M+kTLMcS67401FqJHjLFwwxhiBGQwhqBLIn0JsZBIX0KpUOTeaTk4MIgysbEc5EAslxbLQQ4gw1oPdNigB5/McnHphLSpeQRg4csTPggeEzUmdGzcAqRnfx++csy6HdDBkiiBGO1B/tZ6rF8v2cmdXJA3JUZq8cMNEXLCXBlyBBGDJIZ7/CA68HdGK9LTDEyOIEMQv4suapMzz8R9zTcd++QgYsy3dV7OfFwtfpAvSBHETw93yVv8+B153AaQOx7xU09tuPl6pbnHzxMxtfhhHUQ/dfXUPX64rerhLuSJbE71zFv88CDm9QpHHNEpvM6BvLGOcqondYfbJzqrxQ95eeIH98DiRx1Sl5A6yhG6esI52DNIfCvSp/2iFeEDMfreQj04qRPiB5EDk7HwUfmYpwl/7Wsz7wF+iTGGWPe9MdoDRB9DjIAeEOV6vZbcOxOiIZG+hFJh1L3TW/pYTaNjterAybvHEQXytxzs1vP+JqeP5WDHBnnr1U3qyrI9AAcWYMHaQGb4ZDaOxY9ZLgSvyKXTpctW8Jnhs+FKwYRu3TrPXmq1bIU+W5nt788mOVaI0R6szFsfSAO5wQr17nd7sgO0eiE9zIOx+GERg6RBViA7WMnyrp64LeYtfpAv9vgVvc6BuOQXunpyuAsHuUAY1QKHbMhg3uLHb5BHb/HDKtorZ53V1dzj5+VRBl0jgIiFFj/d44culBOLHsQPEggRy5/qSTN4i5/XgVsX91UsfhC/vMUPeXlXTyV+lA15lIdycIgLtzi6kBdk0Ir0cd/yrPMMbkSYphDa99InWvW9m+jB6b4sFHGT0BBK+LixJuLSiYXPlTtj8PzuEEMPQH8SYyy01gMZwHIsZAyx9uSgPZifcJDLQDrIJSESEulLKBXylr7pbkLPIGc18SBf8meQs5IBkGGpByB/BtIXux7osIkMZu/MqLHYQeDY6ATjCC18SvjUwgcgikzsmJlz7CF+cS6vNjfB6yhBexTW1RQDCxP77975Tj9X5tUBNIVWMxY/5tG4ISoRgaxAjLD45V/nAMmB7CjxY34JwdE9fpArp1JGxPRUT+bXeeIH0YQk5S1+rVw9Dz20KrvvjpWhmslj/h4SP8oCmSVu0esccCNVix+3IzpBPkOLH3UCEYVo+j1+Pm9kqMWP7+gcWvwgiHmLX/51DpQD/bCguvlspqPylKkG95Pev1YIZVjdvxvpgZmY1Qsqjn6DSqZhQ8KnLp00cujSiXs5ewAHBryFL3gVTAw9ADK4YtSVtR7WMsjfsq4A+UOUk6UvISYS6UsoFV6Ig1ywKlmTPr/he5z3RW0hkMEglE1wjIAMYKkHK7SFejAxg/Dde6+ffTPzBuzhY6KWJ3zMjpnkwUqYxeN/xwz62mul5mbZNTexs6upOO0R6yAXTquH2Oy9t7diQfzcnGeDxU9dPfNEDAKHe2Te4rfp6xxGHMEZdqSovfB1DkV7/Ipe54AlDSIWunpiteP3j3+8khE/bhPKHhI/dfXUWwgixu2mrqUQLgxCRa9zwOI3SvwajsgNSkdHm5x9Nq6eoxY/ZLB/kT1+SvzQnfIhr+h1DpBmtTBCppVoYmH84z8eXfOYanDfcv9yX1n3i5Z9b6aHy7/NkbbK7bd7yx03XxHhw8LX4rUMmUsohJAGDfYGK6z1ADH63lh6WI+FLceQKQR6qC5pT19CLCTSl1Aq5A9y0cHBqvNmYPAuGrargsiw1APoAGQpI4YeOmDTJpsA809/v2cimGYgfK0sfEr4cA0Frn4y9uF0qDmGUpszRzoggkaI0R7UlbULKW/OgBhxwAjzY/ahMffFjZHq02qH9GDxgwRBTogLWYGU5Q93UYsfo5c/ZbPm7quanHFGx6Re5wDxC1/nAKfne36PH2kgTZAr9gtu+jqHUYuf3kpY/CbyOgd0guz61zk0HDcYdkS13eleyfIIX+eADIhf6Oo51uscuIWpO93jhzzqgi2u5AW5toCSPmv3TvoTng8rAtBwZR9as0bab7tNKjBqKltdOosObaGCQwvfk0/6l7e7cmYHSIV9TBMx9ADIsOxPyqIHGHMMmSLwfLDgVqmkg1wS4iGRvoRSoci903JwYPBhYLAc5AAyLPUA5M9lNUkDW4UesAVIHXv0mIXzd7iHT106Q8LnJgGZexZ5ull6myOO7Y8+KhUmgUb1FaM9uG9pE0sZcGWsdWyHwrON5oecMDcucvWE/HDCpRI/yAqEEStZeLgLc3Cah1cYHHRQm5uP8xxWMjLE4S6QMU7cRB5cH6IJMSK/kPhB7iB5avzl0j1+IfE78MCGK0/DEb9KVl7IHXkjD4sfh7uw/46qVFdPRlfIou7xCy1+SsQgXnz3xK/i5DHRrG443CV09YT4IQ9XTw5jgXQij9tQLX75PX5wjv/+79FTPeEnGK3Q3WpPn/aLlveVyrDseyvuue+85RapwLqpYFg0fUboG+sm7IUWPlYUqHze+8nqBTcgN0wOMfQA2vdatUlsPSwRo+8lf4hlcu9MiIlE+hJKhfxBLqymWa7YkTeHrFgPdmxeRx/LwY7N69ZWH+vDBEC/I2Ss1LbchI9sWAcvK4M1MBlTKOHjmEPddwPhY1JHOsxRrg0GXfqBe+6RTogjM3wDxGgPDnFh5dzyIBfcNpkrQzZ44ThEBHHMoyEzZ5+9MfFTix8kCCIGKYKsQMTy7/HDwuWJ36Dss8+A7LEHp9x6sgcJw+KHRYsqhDRBxCCazM+V+DF/Z7sWbo+hBQ7ZhOkev0ZjxJHLPkcKuzYiYuSNPNxKkQm5IgxSiHtnkcWP2wwirHvuIJro9OUv1x0p7HHfuXc9uYQzYKUMLX7Iyx/uAvGD7DGihxY/9OCWVldP9/hlpJhwK9IX6yAX+l76RLO+F3ZMhVH5mJppuNDCB+HDU4AbJrTwQfiodG5OvAnwaYb4FQA9qCt0sO7fY4yFpu3hwBgCLOuKMcT6VTa0B31vOsglISYS6UsoFfKWvhluRsUgZzXxIF8mzHxayQAMPgxy1jIs6wrE0AMdxp1sMpgzIXv0Ub9fD1ahhA/WwW8gJHyYoZqTmTbHZDodM6mwR9BNcMODGaYKMdqDthi3rrYQELhbbvHk7o47RH72M7/njiaANMGvIVGhq6fu8St6nQPuivnXOcyZ0+bIXKcjWZVNXucAGYPs0IQQMebfjHoQLd1zh9UL4sfpopBSiCa/I2/0Be5MMr0MficPSCR5cltALi+6yBM/9COMsnBaJtZIbqk88eNUTyWa5PmKV1ScvE5Ztaqa3YaAOoEvQB5DoqmunhBpfZ0D7wmHzCIv7+rJC9x/+EO/xsF5RnAXS0uf9fH9oQyT+xfTNKcQcXNgnuWmC82jIeErsvCxd4/NkzQIrL8FKLs+65aw7nvN26MJaz0AbRFjLIQoJ0tfQkwk0pdQKuQPcgF03JaTD469tx6EkGGtB6uOrNCjixX0BcGWemDdnZAeTNZoMyZokDvctlitH4fw4X9Yc+HDbjLXjg8eTAZWQn5TiBjtgUWUy3LCybwZixRWrTe+MTsHR847z5MWiB/uiLrHj2Kop21o8YMYQcIgfljSsJJt7OpZc00w7IhlezbHxvhKtUH22OMHGVOLH2SIfW1Frp5swcK6hwx+o0kpN8TvkUdqTt6gi9mRkUV+g6ySF+6j5A35wtWTF7gjjzLwG7cJIy3rC+rqSdm55dCFuKw7bLNNQ04+ecCRz3bHFyobXudAeqyhn/yk31OIDtQdFr/zz9/0Be5Y/IpcPakz9CMv0lKnFmAyqy/qtu4X6UumvD9hBQDLHjceC0OYl0OWDOFjDx8VGBI+0t13n29kGpcTfzHBjgMzPQLQn9Aulv1JDD22qjFkC0B70PeiS9rTlxALifQllAqjlj5P+ui0rQchnTRbTm5wNbHWQ2VYk4wYeoAJ6cEKPNY6iBuz4gkQPrntNqm7WXh9jz2kndkz9xor/szEmblPEWK0BxMbS5cvwJk5WPqUuEFO2I8GWeE7VUjVQWbyrp5UPcSP1zmoxY8qxjVxY4tf3RGxuuy0U3tGdkgP8aPZIFT59/hBxLDAQdooUyuLH79B7nC9/NrXGm7+D/HzLl+QRaxzIfGjqdCJ/YTIVOJHWShT3tVT9/jpnkJkbbvtiJPR7spQyW43tfhBhnH1RJ4SP5XHHj8sfshD59Dih2Vw3319HripIu/OO0X+6I+m9HbdBDH6RRMZVDoVxAIQ5uY84cNPuejQFix8WAe5sSCK4Y01DnjWdayyAjKoJ+v+PUabb1VjyGYCGb5NPAFMlr6EGEikL6FUUNI3s0n6pk2blg0OloOQ9WANdJCz1IP80cVahrUe5D0pGWyUguTpiZ4M+EWEj3P1HeFj9l7Zc8/sdQ2ZDFgCk0NMWsy2p2iiUJb24LDUH/zAuxrutZevzpD4YR2jqiExGE2KXucA8cPVE2IE0WK+jRUP90hP/Ch/m+y/fyUjVYxqkB7/OgdPhtTVE3mEQdJwlyRu3uJHk2IRw8qHLObvr3lNxYW1yYoVHLbi47ay+FE2rIsQP74jj1sLix2kFP4QWvz0cJfTTqs4ItbmiF81I8mQ3ZD4kR7iRx2FFj9kUJdYVPlOHevrHCB+ocWPz7vu2thTcarB/RSjX9TnY8ruXwgdzz4V7b43liyRmrsBK9tvL5kETiVigYcbIm/ho1IhgfgCAxpoguWK8RySv3V/MuXtUYAYdUXeMfpeFt24hpJ7Z0IkJNKXUCoUHeQCrCwZWEnYWE7+dOJWiHGQC5vXGYCs6groJnxLGbgYsYLKnokJgXZj9sx+PhjK8uU+rMDClzGRBQtkyJHEQXdvdbKyD+HDH9DJzawC6lu4hYjRHrhK8YxMuK42A3193hKF2yNunBAjqhVyAvHD1VMtfnq4C26MRRa//OscIIEcUHLffUOOJOF62ZlZ0dhiiVWN9HrKJvKKXudAkxa9zkEtfshgjj99es2F9zly1pXdIkr8SEN5GEnRT/fcIU9f54A8wpT4QRLDF7irq+c559TlFa/odfI63FXJdOUkU9Yb1NUTnbDQQfzYn6iHuyCv1esckEc8iDf1eP31vh6tSB/3Lc8695XVxFn7XvrEKel7cdnkhF4aifwc4Ws4tt3nKrvDNV4FQlhE+LDw3X2335zK+0nwEeYGmmAfMOV6tECMg1xi6IEM67GQMQSLomW/SP+OhS8d5JIQE4n0JZQK+YNcZrkB2nLSzODT1dVlOsgBZFgOcoABzrKuABv9rWWgx6QHa9oP4ocfIsC3T0dftfDBDrDkObS7+J285J0ZNLN/zC/M9lnlhwQycdxCxGgP8rec2ADOsoDQnHWWt1xh7aMaqV7ICXv8sFLxugNucaoRgwmkLX+4C9wbEkTzqMUPvv3tb7fL0qWdGXkCWLMgVVi51OJHEyNPX+eAPMIghRBN5BURP/bzeeJXdSSpK7PAEcZvxAFY1EjLaMptQp40HfLU1TN8nQM6YfEL9/h5V89KRipPPbWSWR8hk1gbIbvcVqHFD1JMmZVo0ozI09c56OEuSvyoC+qB+qcOLEmf9otWhA9Med+Lizc3HJXOcbOOZVdcBXW5hqxACNWlM0/4cAXl5oQUsj8Ydt7ipM4ixBpDrPvemHrEGAut+0XyhyizQJkOckmIhUT6EkqFvHunTjosByJW68jfcoKDDGCph77ewrqugLUeWBomPTFgFo1v4MqV3izCBDBw6cxO42ui5sJG3Cy8jZkzhA/09vrz/WE5yN7CEz1jtAer2Uw6LCdReL1y0Mg//IMne5AdiA5kBNUgJ1inQoufHu7CHj/mXurqqYe7hK6eWL1OO60mX/vaiCN+bRuIH0SH5oQYKRFDzfB1Dsgjf7X4YRELiR98nnk9rp6veEXdEb9h93tbJhvip69zAKQhLRa4ib7OgbgbW/wa8tBDw/Ktb+He6YkfhiVILgfa5C1+cAvygCSrxU9f5xAe7qKvc/j0p32dr1nj69KK9HHfcv/G6BfJf4tlsICDSZoKwdeWCnXfG+6nYfdcV2++WSo0RH4PH4QPcysNhZWQ77oveBKYMj3GQKz+3VqPsoyFyOCiqtApkb6EGEikL6FUGHXv9KQPMABZu4KQv+UAoaeiWeqhg6nlarCevGaphw7Ym6UHs3ZGXSaBgHPumZ0HhI+J3siqVTLiZs0dxAe8rw/XL1gNe3mwGjBJ5NpMxGgP6mpSrrCbAUgfVQNZUfdOiB9EBzJCdbPnjoNIcE/kuxIxPOYgNZAbrFsAowpWLyx+EDx/uMuII0Yj8t3vdmRzdqxmABlwb0Y5SBlWNpWH9Y1TNnGL5HaEiNF0kETyVAsc1jzm91/+ck1OPnnQEc3OrFnV4oc3nxIxZEBEySM83AUZ7PGDiPGdrgKrG3GoC8ro99z50zuXLu1wxK+y4T1+5AnRxN0U0ksdAOpEiR91i7Ga2wX9qEusqGrx49YkPnFZn3j72+0OcuH541nnvrIkAPSLPB9b1PfSuPjrstKA+ZabrsmGG+4ZHLzqKml3f1cgfAolfMSlca67bnQlYzMQYwxRQmY9Fm5xe4wD7ivrsZB+0dq1nvbQQ2nS6Z0JsZBIX0KpMOre6UmfvqcvBBMSnYjo96KwEEXxFPpuIjDR/BTjxdMwJk86yGnYRNMWxSsKQ4bWVfi7Yqy0IcaKV6RHiLHShij6XT/RIa9HUfzwexiWmYfY/+ImchVm802XTtBwZK7y3HPS9opXjBK+nh7v+sWEj4mfux8ajjVUsBCy6t+cWW8ko4mxwibaHiGKwoqg8cgfOWFYK+jv48nNx1NLH1Yn5secJMneMvbR7bPPqOslFiqqDKsYZE4tfqRjjx/FVAscVio3v8xOvcTSNmtWm7s65K1v9ad64k5KHIoEmeLkfPKgeZSIvfa1noxigUMe+UOaIFeUjS5ELXAQv56eqsvbu5DyG83/B3/gD5OBKygRY42AW+FTn/IkS4nY61/v6+GKK7w8wigLBBUiBtHcbz/qEBmVjNh+97veDZNbiLp705u81ZHf8DIEyMDK95nPeBKpFr83vMGTWvbvIUPlUYeQQdxtZ83ClrVxu4XY3DC+0y+2ihfG31wZIOx7FWOlDX/LNIdB45KJtX7tWmm4Sq3QEACS5G6QTvcMQ/g21JQjfFk/gFWPxuUmcpXecDeXSi2SpygKG69/L8JEZej38fpeRVHaEBpWFG+89ijKT1EUryhsqupqrDSTGUMUkw1DD76n9/QlxETF3XT0ZQkJpcCyR1dIrTYs8+a6mU8T7DMArKxBAjkUpdsN8qzksdLGCZ+ETXczKzpjNoqzF5BPnbiwgjnTzfLCtKwGkt/69euzTx4lNssTj03aDBoMgJqW/CiLpkUeYeRHPL4Tjzx0YOM7ZUEuaYvKomkpg1rSSE8ZCCsqi+ZHON81LXFIS35aB/ydT4tcyqdpqVv0J0/VA7nEQQbfCdP8qFetN+SCVmm1DorSqqVK21DLAohHWsI0P2QQj/jq2himzerP6drp5PZedZXM3H576Tv0UC/3rruk57HHpNuxkLrTP2t/d2WTPjfLH3AMoeHyzPRwE8kZixfLoMurcsop0t1sw/De0fZHPn+H9behLK4tSaNpiaP3MXVAHtmekGZ+YR0Ql7zJj7oA4z0DKhdo2lbtny8Ln9oelIW67+6uynPPdctb3uKtbJAoJy4jOLhz4q74jncwEfLetE5E9t46SBakhqJgdIFTY0x517s84XLFcTr5Q1ywCEIYaXZXvIzw/fjHIn/4h558IQ/C9POf+wNaeVWBU9uVTZwu/tRM3CexlKk8ZOGt9853esKFPFcNWVzWALDWEdc1a3Z2Dy+c/z//x5Mq8ib83HO9x+Db3jYqj7eDQEohsriTUmbqAjKIcRj9qAd3q2YyqQtIMhY/5KEHxmfqjnqDc6i8//1fLBReHjq75ssIN3WEtQ+yRz3Dc7BOYqXcccceF9a5yfPIfUcY7U+bF/VJel+FfYjed0X3Mel5Dgnjk3SkJ+14z4CWpagfGO8Z0Py0X+Fezp4pR/K6br01y4uKabgboMeFz3DxB12+sOUuR+Z6Haue6cL7XUVXef7ds93jmH03r2zhJnHhDcf4e9zNO93Fa9Wv6DNFGGUClJEyUz5+Gy8t8dCbOsk/j0VjEvkTrjLyzzJhlKVVnzRWWpVLHVNGwvLtQRm4X8JxQMPIDz20Dwn1oB7IR9MSlzKMNyaFfRKyQL79KUe+DqhTEKbNPwOatugZCNuDT8qR3WNBG2p+pFUZ1BEHuaxdt949q+vkoAP3d/GyoiQkmCCRvoRSQUnf3Dmzs78ZOOjguc0ZTOi0GVDouMMw3/n6lT1+Z1Dhk7R01gxirdLym4aNl5YwkC8L8ShDPq3mRx6t9ABhPEDc8eQSxqVy+Q2EcjVekR5hWpVLefJhxNO0fJKXpiVM5YZpkaHx8mXJp6VO+K5pQz3CMvM3MvjOZ5HcjfRwg3KHm/iN7LqrUHvVlStlxE3u2tyATadZd5PGdg5+gc24iWGN/JDx8MMyvGSJdDjmUsPX0E2E2k48Udw8PCs7QLaWq1VZNEzrIJ9W6yB/H+f1KEqrcjVM5fKbyg3T5uuS3/JyNa22h4/HCnlb5i3Lq8uAyyoDRIViunlTFuaSubJ7UufmStlvgHA3l8riEK5AJfJwzeQma/53iu7mWtkFwSKtAsLkiukmXZsvD4JGmMojrpsfu8mc9/DNyyMe5dO4xHNdUha3Wc0b5IGwLpBHHoRtiTz0oy5CeVg+PQnkuRj/WQ7vA76HYZo2f++Qj34C4oX3kKb198nYz6PGy8vldz5b3YugKD/u/JGFC6X6+ONSxbcWq52rwGHK59LVMYW6Rmlzz3vN5d2G3i5uxTHzNhd3ZP58qTryR/rMzzcnN98nbZDryqLlB1pm1WPMMrdIq/U33vNIPrRfPm2r/PgbhHLz/UArPcKyEI90hI+VVuW2Sst3rQ9NG+aXT8tvIEzLJ3+PpwefgHBthzBtPj8wltwwTOXyCUEkHeRwdSJ9CRGQSF9CqZAnfaysMRjQyVqBVTw6du38LYAMdEAXK7DKyYCGLlZAD+v2YJAGU6IHJ15g9qG8mGc0T2b+mJ+ahG8DeGlc8+S/7IQOwHu/aDf2/0wCMdqDumII4DmxApObtjbaxDExM0CpmVh5C4oNyN9aD4ZjLDvoYTX7s9eDe4r7V60gVtjsvpdXLPC6FUyzmJRhzADWzHMNU266dA7xfKxcmRG+zBzM5k9WMDC5TtFpOLH6d+opjYXjY0rHkBagPdCFx2P9+kT6EuLA7slMSHgBoR0nq2jW6xpMamPI0NVHK8Soq1gypqyumNDpKR2YiAAmFlw62YwWEj78/CB8+CYq4RuBjDhwUAS/TwIx6or8p6yuWgAZ/f22MoaHGzIwYCvDPYLuFrCvK2RYtnutZt8elJ8+yxqb1ffi/wux49lmI2YR4WtumCTnmiN4jdtvHyV8+MxCGJsnfE4FYtRVjP4kxlg4pf17C8SS4euqkt1nCQkxkCx9CaVC3tKHj73lSjPQR8hSTplkWLeHCSBsrO5zSsfixdJgI9nBB4/aYvidi0kkB8EAVoux8uGDuPfe/h2Ae+yhxzSOixjtAWK0SZIxcSQZE8ekZUD4LrnEkzeOOIXggZyFbwOefNIf2sI7OLDqY+HnZBxOIGKz5RQhtfnEgQzwYteF/HHvHBkZdrdVb7L0JURBsvQllBJ01lxstMaFwgp03PjjW68KIkNdTqzABnPLugLW7QHYIM81pWCChysYxyHuuqsMOfLXqzIgew8+6F298oSPAxte+lK/GYwjFImHW9gEEKM9mHQgxxLct9y/lqCeuLcswf4caz3oR6z7kxjtEUMP7XtplwmBRRvelA/h4+SfkPBhuQ8sfBkc4asvWiQ9BxwgdQgfZIOFG9JPMeGblB6bCev+JJYePOfWYyHjB32jJbQ9cIX1NDYhwR7J0pdQKuQtfZySpQTQCkxsLPcwAGRY66FdgXVdvWj1YALbtAY0Dj9cGi7/KiQO0teK8LGPT8vBsYnsC4Is8kI43EPHQIz2iCWDy/IZKYsMYN2flEUPMGEZTz3ljzxl4QbCx2k4IO/Sqc+BvofvpS+VOgc58ew7ApjFx317ip+XMvXvMdq8DHWFDMhlrcZiUrL0JcSB7dOZkPACQQcFNktbrjzScbNax0BkCWRY7/ugrqxXUK3bAyCDa8rBZAZy9/zzMnL//TIE2eN0zjzhYxIJ4cNNTEdwJp1YCXATY4/gPff4vUFjIEZ7kL9JXQXgvrW0MADuKWs9eMat9VAZlv1JjPZQPXTybAHte8ftFzm69Kqr/Ls9eHfFeISP91lA+I44IiN8g06XOtZ58sF9e4pn5THHkBhjYYxxqkxjIafn2j0lCQkbI5G+hJLCr2YDy9U6JZfWiCEDWMuJUV+mMjj5zpG5ipsEZqf54bKphI8JFRY+3hcA4dMV75UrvZWAN2fztnEu9gYyEeXFcWMgRl1Zw7Q9moghA8TSw1KOdf5gq5HBoUsXXeTfXcHb+HlfBtDFGf7OW/g4tIXFmfnzsz27laVLpcJBTDzTBidfxqgrYC0nph7WiCEDeDmJ8iXEQyJ9CaWELjDrKxssYX0sOYihB8dTWx7nDWLpYXnUNgeztDmy14mFQFfn1WqgLp1K+LDwMYmE8PGmcAV7qigjZLAF8YvRHuRvWlcOuHvR7pbgnrKWEUMP+hFkWPYnZdEDIKOlOyGE78IL/XN25pl+MQYMDo7u4QvdrwMLX3Zoi0PFPZud998vleZ7/Kwwph5TBJ7zGGOhtR7IeNGPIQ7aHixO2z4lCQmjSKQvoZRgssHFZmlLty86bDaWW7vmxNq8jnuOJdDD2g3P5CCXHIbmzpVeJoYLF/p3+UHs8i6doYUvJHyErVrl9xZxIMStt4qsXdv8cRQx2oP8resKFybrQ1a4p6xl4FJmLYN+BBmW/UmM9oihh/a9ha5+SvgcQZCzztrYwoc1Xl06FVj4sNzrKZ2A8t9yS/ac1+fM8WEGGFOPKQTPeYyx0FoPZMQYC60PctH2gCQnW19CLKSDXBJKhaJXNgDLFWceIesV7VgygHVdgRe9jOZnhffyMVnkCPdwEomFrxXhg+CdeKIniYB3fj3+uMjpp49aCB3KUlcAOUmPiSHJmDgKZUA0OWXXkYONCB+ER/fwsTijwMKn7+FTwseJts13cTYOOsjcEhOrroClnDLdV8C6riB+6SCXhJhIlr6EUkI7Tla1tQO3QiwZ1tZEVmhjyLCuK3Sw1qPh8s9WtHnnHle4gj6WhQ/Cx+l/Svg4HELdO2+7jQry3x1itAdtYb0yjw7cv5Yokx7W/UlZ9ADI2OQZufZa/zyGe/hCwldk4eM0XSV8gGdx9uyM8L1gekwxYvS9sfSwlkH+sdoDYmnbKgkJo0ikL6Gk8O6duE8wEFmBThs3EOsBwvrkNUBdWbvNxNLD0o0JoMOguv/wHj50YvKIhe+uu0QOPXRjwoclQS18ureIfX1MRHEdO+00bqaNiF+M9ohRV0xurN1Us/YwlsEzbu3ypf2J5eQ8RnuoHpbYpO+lzq65xi+i8DxB8AD3d0j4dEUQC5+6dPLuPUAeuFuDww7LJuMD/f2m7UHetEeMMcSyP9mkPYyAHmUYC5Hh9UimvYR4SO6dCaVC3r1z1qxZ2WdCgimYRN98s8hjj4mccsrGVoPQwqeEDwsfE9EFC/xJnorLLvMEkri80D0hIWF8sIfv+uv9c3jqqdlhSxn4m+cMN/9WhC9v4SOv0BqfkGAE3DtHRoaTe2dCNCRLX0IpgZWPq6enx9SSwZrJejdJYPXcEtZ6AA69sV6dZxO+tR4MpFyWQAd02QAmiLx/D+ve0083Ax2KLHxK+HbffWPCx3v/yAerw8KF0rdypQwYr8nR3rS7JVgx5/61xCbtYQBW5XnWLYGVBBmW1pIY7RFDj6zvde0+QpvwWgZ0evWrRwkflhoObckTvvC1DHnCRx68hqVJ+GLpQXtYW694PiwtvDoWxtCjDGOIHjKXDnJJiIlk6UsoFdTSN2/ubDcI8R7eaVmnanmMNIMcRy9DMq2ADGs9IK7o8GKXoRM0axl0nZscHc5khAMgdtrJTzI5pXMiFr4HHxR5+GH/ovftt3c38jKpLVkilWOOkaq+B9AALfWYQpA/7W75+omy6KEyLPuTsugBRtzz1OYIX0Vfy1Dk0pk/tAULH4e2qEsnUAsfizOc+NlEND0ijCHoYd33lkWPGGMIerDo1mjUZd36Hnk+WfoSIsDujk5I2Aqgk0FLlEmGDnZWKIse6FAogwkjFj+sdpzI+YpXTJzwkQ7CB/bcU+rsj7n8cv9KCCO01GMKkWRMDkmPCcI9T+0XXywVfS2DEj4sfDxn+uJ1Re7F6xvAHr5HH/ULLgHhU8SqK9rFEknGxIEMLkvE0CMhIY9E+hJKCu/eycojK2pWoNPGXcq680aG9SBkXVcAPaxloAeXJdABXQoBycNiwCoxlj6AFWE8C9922/kwrBTXXScjbmJaO+QQkVtuEXn+ef/bFCNGXXHftqyrKcKY7TFFiKFHjP4kph5mwA0Tl0618E2b5sPV0g4BzL94XS18oUsn79lculTkVa8azSNAjPZQGdb9OzLSWDgxxOgXyd+3RzLtJcRDcu9MKBXSQS4JWw3Y23fnnZnVLnuNA6d0trLwhYSPfUhMQPVF78uXi9x7r5/E4jaakPD7DCzmEL7OTmk4wlfJv5aBv/XZAVj4eA7zLp0Qvkce8e/HNHShTkhohXSQS0JsJEtfQimBlY+LDfIxNq9bW6+QYb15nQ3y1ge5WLcHYIO89eEk6DDuYRhz54ocdZR3KYPEhYSPl7rjAhoSvuFhP2ltEr5eJ2OA+4qFC/TB4qeWwykC7W19AAor89y/lphQe2whWJm31gMLBjIsLRkx2sNMD1ydA8K33vXxI6xbj0X48q9lALh0YuHj4JcxCF+M9tAxxNqyVJaDXHjOrcdCxg/rg1y0Pdg3mCwvCbGQLH0JpULe0jdjxowNBNAKTAjKIgNYb5C31kO7NGsZXBOqq2ef9RPPl7zETzwhfEw4x7HwZa3x5JNSxUpBGIT87rtFDjxQZO+9s2RbiknpsZlIMiYHnpGkRwGwyl11lSdpr3lNRvB4Riru2akUEb5Wh7ZA+LCwk8cELHzW7QFi9ItJxsQR4xlBDxbdarURR2STpS8hDmx7soSEFwjacVrvYwCsOjJAWCKGHqN7DOwQSw/r1WZ0QJcJAZdMXtb+u995ax3Wh5DwUda8S6dDFcKHlfCww0Rmz/avg+A4eSat115LIbJ4WwL0sK4rJjcTrqvNxKTaYzOBHtYWBvoR6/4kRntMqR7cnzwHv/2tP+jojDM8wXMY6u2VBu/n01M6teOH8LU6tGUShC9GewDag3axRIz+PY2FE4fKgLza1lhCwigS6UsoKfxKIAOp5SBE3taDNYglw3rAjiXDur4m3e7z5nmLA9aKXXfd2MLHwRMQvvDgCfYAqpWC+ApOGeT9fhxgcfXVW3yy51ZZV5uBsjyHqoflM/Kiag8OMGJBBKK2115+/x3PikNjcFDq114rjbyFT5+dI4/c+NAWdemcxB6+srQHQIalnBh1BcpQV2C0rpr3bUJCBLR91KH5PSHhRY81a9a5jrQuM2b4leDpbkLAe4PoXLmUCCryYfp9vHiAMNw/eN8VnxOVAfJh+r1VPGS00iOflt9BPh4YKy356zuWwvwUE5E7Xlqtq81Jq2FhPH7Lpx1Lj/A7KJLbqizhd/JHlzBeUVn43BCGNWLnnaVy333eUuGuepPwNY4+WhouDvHULa1+2GHScIRvw5Tgttuk4Uhe49hjpcIrHbCA/O53UmFFunnAS52VY1e/G8ltlhnkw/S+0jD9nEhaEIbxyd/5ePm6UmyODMV4MvgdbG5++j0M02d9c9KCicgN+5PJ5pePF/4exitqj4mmBWPJ5TeufF0RBlqlBZo2C+M3Djri6u+Xhnt2svt+1izv9jw0JBVHBtu3206qL3tZ9uxk0+cnnpD67bdL5YgjpO4I34YpdZPw1V/9amnsuGMWpnJBWK6wzGO1hyKvE2iVX1G8UAZ/TybtWGF8hvnR7lz5eIp8WJh2InLH0kOxuWH6nU9koMdEZITfx4qn0DCtq81JS1iR3HwY+fO9Xq/J8NCw9A8MyuzZO7nfmhkmJBggWfoSSgk6VS42S+MOgiuFbswmDLcKXFEIozNmc7jvgOsbDoRgM7e6kuhhF5qWcD0sRDf6a1ryI1/yJ67G45NykFblan5FacOyhHrky6Lx+GSPgKbld81P0+bLEupOPDaWh3I1bb4O8mmRGablt3xZAHIJA5qWdPm0RXVAWsoCQrnEDcuCXC6+h3WgcgnTtMQL01KOUG5RWuqCv7Uuw7QqNyyLpu1zYcOQs5e+NCNrjSuukN6ODqkfc4wMEdflK0895a0Uhx8u/fPm+bSuDPry6OHjj5c+/nbocXnV+B0S6fLL5FKP7nfSIRtQftorbH/VgzITlq8DLqB1nm9//iY8XwfIRR7QekMuvwPia1n4Hblhe+TTZjoVpM2XhbhaFq1z0vK7tmGrZ4DwUC66h3LDtBpGvloWzU/rQNMit1VZ8mk1P36nP9F4RXVQ1B6k1Xh8ahvm5ZIfcfP5gTBtKHe8svB7mFafAe0Xw/zyZQGE8Rt/D6CH063nhhukjhs0hxh1d2fPSE/zHXr9Lt8hrNzut/WHHCI44ZFT/6OPSuPuu6XngAMywpflhwyeHSyFp58u/dtuK0PN5wK5eu9QHsqlZQnrL2wPwsK06J9v/zC/sF40LfG1/cN4WhbqbyJpKQMIy0J+IEyrYaQlf9JqmTU/TRvWgZYF8Btxiu67MD/qKqxTwCd/kydptC7JL1+WsdKiEyAPwvJl0TrQ/LTeNK3KzafVOgjLQrxWacOyhGk1P+IUtaGmJV6YX0aSs5QJCfZIB7kklAr5g1xmzpwpkD+9zcOVNkA4nS5hfAL9Hj4aYTxNCzRvDdO0RTLC/AC/azz93kquyuBTw8ZKG4ZpPDBWWv29KD+wuXLz8fgbbE7afDzCuDQNnyHGyy+ftpWMMEzzIXyseIVh7tP94U/hvO46qR97rFR33TUb9Bvs4WsSPtzSWEOmpipNwicnnCCNri6yk8ratZmVsOImuJWddxa5+ebMYlg/6iipcrJhIFe/K7QsfOrvG8qXK3OYlu/8rmkV+bT5eJpPPj/QKm0Yb6ywIhlhmOatYUVpFa3SqlzC8jIUYZh+z5cvn58in3YsPcK0fB9PRhgWxlMZRfHGCgN8Hy/eeDLCsmxISyQ3Oa4sXCj1tjap7rij3//KCbiOrPE8VN0kudF8D1/FEcEGebhwnh328FWOPFLq8+dnq9lZfi6vSvBahrxcPoHqtKEsBXq0Sgs0TNOOlV9RWpUxXlr9DsJ4+fyKysJnXgafIcZKq9CwUG4YT2UAzY/PfN4hwnggLyNMqyBOPp6C7/ky5ONpWo2nCH8vShuGhWnz+RXFC8MAxC+9siEhJhLpSygV8qRvmpsI09GqW4sFWF1UVyYrIAMddLCwAKuVMeoKHSxloAegTazASjGDdwd76zYXnOoJoeOAFvYYcTInL2PXPXx0zYsWecLHy96blo7sPWWcVsj7/xzpy0Dcyy/3J3wySQ4PrxgD6MEQYFlX1BNytqiuxsGUtMc4iKEHbcH9a9mfbLV6PP64fx8lzwPuz7zS5Oij/eEtwPUdG168zh4+gtzV7ohhhRNusaCHzw7PFntgTzlFBAK5GYjRHqBM/Xuqq4kBGd6SinW/J5G+hCiwe2oSEl5A0GFz4VbBBMcKTArUDcQSyGCQsASuJgyolkCGZXsAdLDWAx3QZYuAqyenePIS9yuv9Kd0hoe2QPggeCecMEr4OLglT/gA7mtYAffZR+See/yLp/u9i9RY4J7aYj3GAXXF/WuJKWmPccAzbq2H9id8WiFGe0xKD1zlsFRzuu3BB/uDWtjLFxI+2hbCBxkk3IGcB5culRrPSf7AI312OOlzMwkfiNEeKsN6DOH5sBxDVA/r/t1aDxBjDEEP6op5it3dlZCwMZKlL6FUaOXemZCw1YLJBRPabbf1k1egLp0vfzkmSx/GJJZ4ED7e1ad44AFv0YAcbrONJ3tYTDipEMsh5NBwxTohYbPAxJ1797HHsgOO5KCD/CFGixdv/EoTfT4gfOEpnbh+6gm3ekon0xm1jvN6E0NrZkLCliK5dybERrL0JZQS2nGy0draAsBmbevVTTZ/W6886uZ1S8RoD1xm9AACK6CDbvrfYjAxhbCtXevJ3l13ZXub+o4+Wgb0Rua3IsLHBHnZMpHjjvOED5AfdcyrHVav9q92wHWuALQ37W4JVuX1kAMrTGl7tAB66AEOVsDao4c/WCFGe6geLdeUWaTgvnzmGf+qEogbJI77mXs5/0qTPOGDHLrnpMcRxVpI+Hh+aCOepykgfDHaA9Ae1tarsoyF6GE9FsYYQ/Qgl0qlmix9CdGQLH0JpULRnj58/y39/xmArPcxMCGw1gMZ6GC9j8FaD510WOrBJJCLdp8y6AQXgvb618uIm/hyR7VB+NSls4jwqYUPaB6ceogbHJNV8oNIEoeXxAfvKKOuGAKmVI8cTOoqh1gyqK8y7OmzrivVowMZoR68dw8rNAR9331F9tiD91R4d05clLmXsXgDJvbc97h75gkfL14/8kgZnj9f0KIC0bvlFu8Gfeyxo+7QW4gY7QFi9IvIsO7fyzIWxhhD0EPdeiHLydKXEAN2T01CwlYABm0uS1jnDxgYYuiRZEwMJjKYqL7ylX6Ce/PN0njsMWng0slktojwcSphaOHDShsSPsDEiEkzF3v+cH1j/xSTb4eGm9RwWYP71xIx2hyURYZ1ezBzbbh7j9M1M+hL1n/zG3zu/eEqvGyd+3PJEk/4uJeV8IUWPiyBmo++eJ0Tbh3ho6YaWA2vuUZk3jzv0jlFhE9RivZwiHXvWsspm4xE8hJiIpG+hFJCO1JWHq3dTZBhPWjHkMHKY4y6spaBHlyWQAd0mXJw47IH77DDZMRNbmsXXugtIkWEjxM91Q0OwodVhAk1p3cqcJnjUJeXvMRPqknDfXTppdmkun7vvTLC4TCG4L41qasAZu0RIIYeTAKRYTnhjKKHu4YheuzZ4/6DlGFtPvJIT9jUyoiFj72n7OELD22BIAaHtmRQCx/pm4e2DLu/GxwAQxj3+BTPoGO0B0BGWfr3VFcTw6iMdJBLQjwk986EUqGsB7nwmFrrEUNGwsTRWL1aKkxy1S0Tax2TaHXpDK0iSvjCSbIedMFEO3yFA8fbc9AFR+O7iXRjYEAqkMe5c/1Jh8iZYpTm3mK4tNYjggyz9sBtk32k3HssJnCPcvH6BQ5q4XRZBRY+JXzjHdqSJ3zI4W/uffYDKmF8kSL1vb9/oM3ZN5gOckmIiUT6EkoFJX3z5s5phuDt05ldFuDxwR9/upukWPr/I8NSD8AGefZJdHd3N0OmHhxYwJ4oSz30YBL2c1qBDfisOM/gnWFG6HP5V+t16eYVDLh5shePiTQkLnTphPCFLp2ASTfkjgmxEj66eg66YMLcPOiCowrqixfLdGQwcWbGwSfkj71rfOe+xjKzmff3sJM76OprZvPF8hYYcjKy9jC8r7Ad97tJ2izD5wP7Ra9r0xmurqzccKakPbBQYE3nE5LH56pV/rvLt+7un95582SG6xeruCdD1Pbfv5nYoYjw6eJFEeHTxQtO+UTGrbdKwz0PPQceKNPcvW+1OxGLEn0Wz7nVHjLGEGTQ71rus0QG+XcZPYc6FtLvWutRhjFED6Rpb2+TtevWy/OJ9CVEQCJ9CaVC3tIHGWOwtlxFxUWjDDLUZcZqcgPKogfdJnJMD4thIu3yz7RgkszkGddN3mUGdJKsLp1apxzcAuELLXx0826inBE+XDybh5HUIZMLF0oVCwyWPyyAnKiIKx5pSK/5QnYoE5Ot2e75on7Jh/oO3Wk1HKuN+40BhhZpa8rMwhXkTX5KIBTUKxdxdYgibgt5DRded3Hbmm2fYSx5zbJtAJNUyk2dEgeZOXnsT6u78LacfhswRfJqLl5bqB/1QHzial2AzZS3oT2a8lS/DcjLIx5xcNfkREPaicUG4hEOiYDAQd7Yf7f99tl+vhokA6sdhE/vWTBZC5++loF7kb1/WLv32y8jkdwxVVdG677X8jkHqX+fOMpSV8jA0lercSpwsvQlxEEifQmlQp70sRrIgG258kjHjRzLAYJTvtDBcvLhj4+uuHlgczJpAPSwbg89ltxyJVj3Y1itmoNN2gMLBwexYH3DVQ5iBxHL7+FTwodVBNDFK+HDwqf1snatDF97rTT23ls6w0k5E+vly70rHYSSWQhWHPZlcaAME3VOS0R33rEGEeAURqBEgIn9nDmZdbLmJvQj7tnogmCSDwd40P7kyzOD6x8r6pSXsvKbIwyZGyv5QgQIpx4oF+27YMFG8kbuu09qjoh24aKKfHTkpffPPivi9MviqTz2kWGhRR5xkYc+HAiCfpRF5VEG187Io72HXfxu8qLMHBxCXai8p57ybaQHlHAhk7jUI2XTfKkL6g55tGEzvPHIIzLo6rPLkfBs7ocsCBF5QHpwlVR5HGqC5Rd5qhuf6Ec86p+4yOME2BUrsrg1l+cI9y71in4Awq91D6FDHmQNi7LmgSxksncOXdAdeZzGiT6cmqnPA3+zL4/XhnCvKvSUTvaXch8D2pO41DukUQHh417m/kYXFj3Qg3ubRQcH676X6RF9Fs+5JcmI0b/H6HvTWDhxIANduK3Wr0+ndybEQSJ9CaXCqHvn7OYcpj27LDtv3DSYFFgOQriboIP1gM1gbUmWkEE9WRNLYEnIcMuBBFi6wha2B25HuGJCfph4n3xy8weHIgsf4CAN0jVdOjNgtXGT6GHIzIEHSrfONO6/3+fNKYgQFQDp4MRPJvnsLVRAcrAIQg4pi4K9VsjDYuPKjg1p2JGhaRBWCBiXAnIIGYEEqKssJAurj8rTskEC9NAOSIDitttk2D2DtaOPlm6IDIB0UGYsQhArBVYiiAvkQuVh5br+eu/SGupHfToymdXnTjtlVqVBF3c6+tG5QEb0eYQQUc8cwqOEFJAeogshUlcxSA76UWch2XYksO7qf8CVodu134ZpM3owiaYcKg9yiasuhArCpoCAQXSRp/cmzwMWYUiqi097sCwyHZILCcMtWAkYgIAhB3napz33nLe4Qfh0MQEQhu7cWyHhQx71EBI+tfCF+1FbWfhYvKCtsfBRBuqc+5G/g2fOuu9VawzPuSWRoX/nObccQ2L0vTHGQvTQcd0KnoxVzMdCiB/31br1yb0zIQ4S6UsoFYoOcgGWq7T6CCUZ4yPJmDjGlIElBisN9/chh/iJPSTgsMPGdenMrCVMynHpdKQIKZkEJXxMyvOvgWCSHloU9d1/hEEmAPIgPqQhD52UOXkNRyQqnEIaHuQBISIf4irBdBOhTB4EDHKnwCoG2YUYKOHDAoX1x5HEBq6CbqKZ6QEhgihx4ilWMAUkAsKHPCV8kFPkkSd1p4AQQaAgh02rUkZG0Q89IalKAiBElAMCpxZPcPfdnvAhT8kobYE8iBPtpuA0Vgipk9dwBDPTAzIKAaPdIHF6H+B+SzlIHxJMCD9loa2VGGExhdBCDEOCCfnSF6HrexshYMiDvCFPgcWUewtCjOVOARFTwqfycA/m3nLy6k7eBpo0GQsfdUbdoxttib7cO1w58IxYPoMgyZg4YskAlnJiyYDsJ/fOhJiwW7pKSHgBQWfNxaZvdfezAB03m9d1D4AVkIF1yRKs0qqVzArW7QEYSHUjvhXQAV0sMWZ7MAFmcv//s/ce8HYd1b3/OufcIulK7rJcZBt33BvYmBiMARdMfxCSkJD+8nj/lJcXkhASUmgJYMAQIJjwKKZ3Uwy2wd3YxhVs4957l2VJ90q37v/67n3WvXO39rn3XOmukbSZ3+dzdK7mzMyaNTN7Zn6z1syGvLDI/slPiosyQgtf6NJphI9FOqQDa5sSvnWqxxDkAsIB4SPP2QgflrlOhA/SBgEzwvfMMzJ68cWyhnKFhI9FPfmEhM8IGCSkW8JH2ZVIcJHLIP0K0gORwOIWEj7SYykMCR91AyGC1JUJH4QU4mOED3kQSYgfBMUIH4SEcCxaZcIHWQoJnxEw6qyK8KkeE0r41mi5OJ+Y54vFJLSAkedMhK9MwJBXPlPHhgGEj3YywmcEE8sG8gyQZPoR9VMmfFiLQ3lY+Gg/jQfhW6P65qOiET7iVhG+UB5WSvoz/Yl2pzwveUlHwse46Pl6FsZ17/E9hh7Ae3yPpQfjrvdcyPyBJc4TtIdZ+gqKmZDgj2TpS6gVypY+bl0zAugFFgSerj8AGTH0qIsM4NkmDJt8PGV0XVcs9nGdg1SwOIZgQVqw6LHQDgkfC20IX/smRQb/TOM2WWATtxvCB6HB9c/c/KhviAFpyCMgfMjLtEyZEszJmoLwYeGDYJYtfJAQXPgMEFEsdCHBNIsbi0vkKTFCjwklYC3KAeELXUghfLiiEje08EGIIJGHH16EAayn1F1IMJEHwWSqJA9rDwgK4RC+kGBCiCGD6GcunUYwqbPQhRTCh4UVgqmED4xrPbbQj3rEMmbysIChHy6WIcHExRKLWGjh08V3Tp523bWIb4DwQcI6WfggtCaPOsMlt5OFD3nm0gnBpP0Cl07cYVvm0hla+JBH2YzwhfV59tnF/yG16Ghl7IBY40ka37tDktE9kAGxTJa+hJjwHckSEjYRbOBkYPXe1zAC4IkkY/PCZlVXuEJitcGdERLBwpkFO4tyI3xtAhYSPgDhy7BshYTPCFiVSyeEjzAjfJQPggLhCy18kBDkcaYOF1LTA0JVduk0AlYmfBBRCB/EwAifPs+ThK/t0gkaSnwrCZ+5dBI3tPChXxXhg4BBfELCh8WNtlBiNmZ6QOrMpTMkfKFLpxE+CFgnwte28BnhQ69cD/QKCVgnwtfJwod+ZcKHtU1JX65HSMBoJ7PwmTwjfFUWvqozfCXCB1qQS7ulM7TwEbdM+DjDh7Waejj11KIfzEL4QKxnMIYcbyQ95oYYdcUHYumvTUJCgUT6EmqKYpeOnTRPVxAGbdw0IJeeQIa32wyuPzFcL71dc9DD200VHbxdSOfcHrjxvfjFU65wLNopI6SDv3GvDN+VdtttMqIkYBhyYYQPeVhhuESlbOHDgoWFr0zASAMJCAkmhAjCp2Wh3w4RB0JFPpBR3isIaCfkQVzLFj4sdFwyYgQMeebSiTwjmJAewqssfLh0hpfSUB+QDtw2O1n4yi6dQIkZt16upe9C+NAbghNeEkP9QM6QF57hQ78y4YMMQfiw8KE7MIKJVQki2Ca0uUsnhM+sXwYIH9Yx5BnBxNqLPPpC2cKH1U0J2JjKy/su9WiEL3RZhfDZGb7wkhj6EIQPeeUzfBDDgPDlsiCZED76EjCCCfk2Qmvp0QWX3le9aqr+Z4GNvVyo5AWTwbcXYugBYs2F3nrQd2PMhd5zCPnTHp7WxISEMpJ7Z0KtUHbvXGKLy4SEXydgrcPKBQHDEgM5gbAZ7NIWFuV2kyJpWIB3e2kLRIuFUZnwsbCHXJbP8JmFz55JiAfyqix8RvjsVtCQ8FHmbggf5IW4RviMgEEiwzN8RvggIkY4jICBkICZSycWvirCh35mUYSAQTA7WfiQF1j48npDDvKMgJmFr+xiaYQvdCE1AlVF+PhAMGdz6bRLW6ifMuEzd+HwDB/ySha+jpe2UG+0BW0Ncaad0Y86pz5Nj4SEXxMUBHY0uXcmREOy9CXUEuaPH+siF+/dTWR4W+HYpfU+vJ4ucukeG9UeLMwhTVhPsPyxYOc9eyy0IRws7l/+chneaisZggCYxa3TpS2hhQ/CV2XhC106qwhfaOEzglkmfKGFzwifEcwy4TMCpoRvZK+9ZNDanPS4dCKvTPggGLMRPiOYICR8oUtnSPjMpRML2GyEL7TwGeEzgql6TWj4GtVDS1DkST1j4asifKGFr9MZPshX+QxfaOELXSyps5kIH/XZJeHL9dCy5TvK6EcetBtWzUsvLc4hQmxpZ/rbBhC+GGMvHhzI8PTkMD3qcpGL91wYaw7xngtpD/RoNNJFLgnxkCx9CbVC+T19vF+JdwZ5HsTHRYN3Bnm6aSDDWw8WHejg+Y4lZKCDpx626PDUg0UgH893Rc1re7CAgXixsIfIsah/znNkXBfhmZK2HsgFBCl0eTTCx6LczvCx+MXyZBY+098sfG2XzknMxcJnl7aEhI+2pGwsiEPCZ69laFv4xvVhZ1neizxcOiEo4Rk+I3yhfvZaBoiPuZAir5OFbyaXTuSFt3QiD5I8G+FDr8DCl+lzwbnBHs2zAQEr39IJWcK6ibxuCB9uliHhm83CV7YomktnSPg6uXRC+LBiajtlW22Vvw+wR+M2qE/6HX0OoslFQ5TVzgRuBLzHRZZHPId1Gd+9x9666BFjDkEPSHiWTciq1Wt0CE2WvgR/JNKXUCsk0rfhmFeS0QF1mbC3ONIXAoLGIl+Jxbj2q0z/n+txwgnFQpyFOYt0XEAhZXbmDEACIJAQMGtDSAGECMIXEiJeC6CEb0Ljjishyu2BkEVIACQkJEQQQyNgRlAABFPLmMuz54vyEw7hCwkRhMoInxEKygrJgdSFhAhCaxY+c0FkwEAPviFKBgimEqKJAw6QcSU6bbtmkZ56RB51BiC0yIPwYRE0QGgpH/maOy0EGnnoBRE0QDCpZwgf5MiABdMIn1lXIbTIIx4X+RiwYELCqDcj2zwXP/+5TGjaca3nST0grZBJLHxG7gGE1gif9XMIJu0H4QvPh0Jo+WBZtv5DWiyElBWXU/pR2JfmAYn0dY8YY28ifd0DPRLpS4iNRPoSaoUp0lfs3DNR9+qio88WZfMMHh/cTRYuXOg6QeA2gw5eegDcTZhIIcpeoK482wOYaydt4gXccljg8EoQL7i3h5KOdUoiJpQALWIawELFYoe2wQ2US0Nw0+T//A4pw8oDQYEEEAYJwEIE+SIu6Vm1YPGB6GjcUW2HYa2r3NGSuFgUQ8IHccLChxUOckYeECLkQWogZjxbyEM+eXBjJp/24iwnHBA5ykabkF5l5uSQS2ogUAbO+pE3hBaLm8mDVOE2hqXRFpS4MSKPC2m0PtZp31pMfWBF48ZJ5NHPKBtpIXGQVggfYdQFBAiCiIsspMfkQar4G3m20oMocUMmBJo6Nf0gcJQbefQH8oZAox8WTAgfeZIP5YJwI4+ymDzcQvX3Ua3nYU2/mDaEQEP4INBY4ohL3lgIIZ/Is/aHQCMPKyzxyZNnDaKNLqTH2km9U0bINFY9p3PVNvbyfHhtvrCxw3O4SPXyIhkx9ADowRzVPw8W1irE0iPWHMLawXMupD2MJK/ScS2RvoQYSKQvoVZIF7kkJGwgWPBDqiA6kC0W75AQpghWIlhtIFAstsbGijAW/ZABI08WFzIBAeBDXEgb8SCJEBHi2NRDGOCWR+ISDqFAHlYx5FEWFt2UC3IFeSKugbjIgoAZUSIeRNYsh4QjF3l8I498ATIpM0QFyxR5I4+4/G3kiXRWNmRBMC0PvkN5xCM+9Yn+6EKZyJe8qFvi8n+LS3p+oxx8Wx0RF1lGqohLXpSPuic9H+QQFx0Y+6ze0IFykC9xyJdPWR55APSDnKOjlRmSSXxIJnH5UA7KRNnoG/zNN/ETEhJmBOQyXeSSEBOJ9CXUCmVLH7CdTawzWGZW68IWKxAuHHz4G0sau7ns7rGTCFkkjLSEMTgTZmnZASa/xbowIox8eZTYvSOM+Ozg8eFAOGHkx84hadnhQx5h5McuMnKJRx7slPLh79nKYmkpA+4iZt0My0JexAvLQn6E87elJQ5prQ5sV5Xwslx0s7TUBfqTp+lhdRDqwW/8n3hWb3a5wGxpkWXWTktLPYZtOFt+Jpe6x72mKi31hwxLa+1haYlvbUgaK0u5DsL8aHdkVLU/3/x/prQmlziEU65QDz6WX1gW0pCf7YqHaflt8hmwtPrbsP5fBctCbfM1Gp+UTf3/Ws1vidbhau1DCzW/vCwad7Hms5oya9ioho1TFg0b0u8WH/od8fR36F0/+Wu8Ef0sov9pfSzSPjam+Y5r3EUqY1Dro0fz6NHfhjR8CWlVJ+qnoWnWqjzCVmsYZZnQsFEt64CmH9J8m5qul76j8hZTdvJr67FO4yxWeVyYskBl5e2h4QNaz0MaRpw+yqB5L9GwQS1vL3mih4ahx2r9/0KNk+lvuRWTsHYbNLQclJ+wteiv5eihXDx7Gka99On/tVMVaalTDVuoclv6+xr9G6uope3V8EGVR92v0Tz6eB75XWUvUXnU/UKNRxhyBzQsb0PqS8MHyY+ykD95al7rVOe8DvQbXfs0jLoc0LBhjdNQvWl3LschHpf99GgefIaoe9KSv/a1Hs13DXI1bETTZvrJ+3HpmSqPSeXncaZnwJ7HqjFktmfA8jO5tGP4TE0+A/q3pUUumC1tp+exU34WRr6AMpIGGfzWbVrqhPKE43GnMYlwk0G9Ue+zzUl88/8wbad5oFMd8KEMtHk4lhOPb/JDD0trZbH2IB9LG85JxKM/zFYWfgPlNiQ/PpbW6hSEacN+F6Ytz0nl9qBuKQe68Lu1YVV+tE9vb488uypZ+hLiIJG+hFqhfKaPiYPJATCBMWgzGfFN1+cThgEmHAZ2vhmo+VhYVVp+MxkzpbV4GyLX0obxymn5Gx0BccO05fwsLWGhTqAst5u0ZbkWVk5r+RGvU9pOcqvSVtXlTHpUpS2XGVSVZTa5neoAhPG6TUscC7N4gLhh2pny42/yIw9QmZZ4yCAP1bNIqWH6GX/mGWmwAKJc+jv1MaZ/t1ig6++5XP0e08VMS/OGBFkY77Vr8GHxSH4arlREmrqAAxManqfVD3IzzSMjTPMhHmsfCB5EsEfDkQ8hA+OaR4/KGqOu9P95WTQuenBOUQuRkyDy6dG4pG2ozqTOw9BXw3M9KLeG5eWjbLS1xs31Jb7+v6HhDZWV15+G52VW3bRCZEIXbnmYxuNbV3F5WggWeud6UC4Nz/XQPHI9NA7n6/I6QO92XPRtkQflVZmTZVZ5eZ1qXJ24izD9WN1ro+ZlpQwTmgdly/XQ33I99JProd8TGp7rSxj6ah55n0BHDQPNUt3neuhnXONCxqnnBuNr+9IW6n4yrX6oK/S0vmh9u9MzVY5XFVZOy998z/QMVOUXxpstLX8TRh5gtrQz5ReGgTBvi0faTmU2fQF/589jl3KJT73xsbSW34akDfWYKb+qtGGY1UGVHrOltbBOaYHVZae0fFudWllM99nkhmnDMEA+5boMy0IYxC+d6UuIiUT6EmqFMuljF45Bl48X2K1jELfB3wPI8NaDnV0mNHTxQgw9mGiBpx5M3HzMguaBGO1BTUHUerVdZGiocHFcs6Zw48NNcMGCwsWPvs1uOOe8+HCRB23ICoVvLg4hHmfyWOBQZl3QcK5vYvnynGDl1i3y47wgbcTlIzykxGWhxDlA0i9ZUoQjj0tGKJPJA3wTd2Bg0tUQMjS+apX0cT6Qs2WktTw4W0iZkGdlQz55cOHK4sVFXNoSeehdlnf33TKh8ca23Vb60Jm41BMX0BCX/1seyAOcZyOM9NqWeR1xUQryKAdxKS9ul+Sh+WpsGdXfejWPBi6XfCwu8Tg/R1ytzxyEcwspdUveoTz0Q2clZnke1P2jj8qE5jOmbYKFL0/HhzOKuJri8mp6UO+Uz+RZOHpQh5zto40JIw++Sa+fTGWOat33arjnGtZ77GV5xHNoVikvxJhD0IP801w4O2LMIbQHFkDtZYn0JURDIn0JtULZvZPJh4Hba3HO44OrB64cnpMQLiHowOLDC+w6Ul/m6uIB6sqzPYC9X4k28QILDxYGWJK94N4e2hbDSsAmlLjgypmTBYgbZ7K4aZIzaHZxCL9DArjIg5egc0snqxPCuaQEMsKFJHaeCwLJO+2USIwdcIAMa1zcP3NCxK2g3PIIwSMPFljcVgkx4fUQ9HHy4NZM5NmlJoQBLmGBjHDTJwRKw0eUgI1deqksgvDxGgErG4QIXbi0BYJIOISIy1KY+rjsxOTZrZncSgnRMXlcMqO/jal+w6rDAO2xenVxaQvEJ5QH0eLSFbskxuRxGQz1SzgLSeJCMCkH6Sm3xtUakLWa70Ktvyb60b+Ia/IgdlyiYvK4wObOO4t6g7QRrn0zl4deyEMucamz66+XMZU3rGRwgHDqgEtYIJS0nxF8zvQhj3JR/yYPWeiIPAgpbQf5veSSgvBB2LXsE5ov7qeLlFw2INb0i3lGjLHXrDG4DnoRGdOD59yTZKAH9bSlz4XIYB70nAuZQyD5nnMh7WEENl3kkhALifQl1ArpIpeEhBmABQ8ixEKdbwAxgDAYaeA2R3agjYABCB8kjhs6w/fwQeC4NZP38EHAAKSb97hBCsjbQDx78TqEz8ArACAPvM7AFr0QPuRBcLil0wDhg2AiD0sf0MVTLo88w1tBIZjE5/ZPey8e0x2vOOAbebY4hfBBcrh1k1tLDZQXssRrCyBEQBed+YvXy+/hwwJm7+GjLgFEFnkQBsKNOED4IGa8RiJ87QQEDN151YJtWtBm6IflMHztBITP3sNHXQMspsRlYQ9pNHnoAKGlvBA5A21N24avuYBgVr2HD8KHRZCy2WsnaDf0oy0g0AZuD6Vv2IU79CMIq1keExIScuKXLnJJiAmfrauEhE0Mdun4cJC6cKHwAXsmq1at0rVW4cfvBQ6qsyvoCayJZiXzgnd7AHaC+XgCHdDFE/PWHhAPrvFncc5iHpIE2VGCte5FL5JBiByLc1YbEC2z+hjhw92RtGXCB6GCWIWEj7aFEAWEb1Q/qyFDEBqIpBE+I0RYwiASIeGDCGJxCwkfBAw9QsLXJpjDW20layCIBgiYvejdCJ8RIggf8kLCh9689iAkfJSX1yQgTwkfeqyibOSBhS8kfFi/sHiG7xmE7BCXeoWYhYQPCyYEMyR8v/iFTOhvqw4/XCZCwnfZZesTPsgXxCp8zyD1SN3TboSbPHSAYPLaCiV8o1qu1bSTET70M8JHnyaPMuGDXEL6IK5G+EweaUNyrwRz4r77Cj1e/OJCd6zDtN9Pf1roTjtuJGzsNVc8D2DpQ4adyfIAejC+4+7nCcaTGHOhZ3sAxl3vuZD5A0LmCWsPLMjJ8pIQC8nSl1ArlC193JxlBNALLAiSjO4QQ4YNad4y+Hi5fIGNrisWRizUWfRTJxAViBuuezfckC/Us6VL8wVHk9+xdEGiIAFG+MziRjrc/AwQHLPwmTXdLG6QnoAEZEoMM13wNyEiIeEjXxaIIeHj5eNm4YMoGCBwZuEzggmxRx46KMHI9SAcC6ZZ+HDpBBA+8kVuSPiefHLKwhe+WJ76wTqGvDbBzHSRlinJaWKxKhM+rFqQG3v5OHpBXOkfECWTZ4QPAlYifDn5PO44mcCVkDCzuPFi87KFD8KHvDLBpN1CiyI6QPh48Xrbwkc9ZdddJ03IPHVhFkzIPiSceOGL5XFXNQsfLpyAvkVc0kJ0rY/yTkJcViF8Wu7JpwMCDYGFyFMm6oE+R3+gX22gy2GsMcvzOQd1GXvrIiPGHIIebOqNj48pkU2WvoQ48B3JEhI2EWzgZEfQ2wqHDO+9kxh6sEPrvUvLbra3Hsjw3jVHB28ZG9UeEKQLLyxIFATq+OMLooFlx6w+SojGdOGRyzDCh5ufET7iQlw6ET7iGuHDglBB+Li0ZUIJ1AhhVYQPUlUmfBCDKsKHPCN8RjAhdUow8vbgGawifCaP38sWPvTGolVF+F70omkupBOXXSYj6BcSPggYhA+iZYSP/m2ED2JWJnxll04jfCovUxI1oukzLG7ohztklYWvTPggYBCnkPBB9pFXcumc0PYfQT/q0wgfBLOK8JmFLyR8Jg9rZEj4aKM24cuU8I3o85GPiriVsnlgVlfyp0zozKU+WDL53gB4j73kHWt8hwR4IsbYG6OuYs0h3nMh+aMHxNK3xhISppBIX0JNUewEMgF5Lwq8J2vgPZEC9PCWE0MG+ceQ4d3uG1RXWG8uukjkBz8oSA/udRAHiBw3TeLSh4sl7oKKXA8W8GbhMwJmhA93zirCBwkICRgL9wrCh0tfpsQgwzoGqDMjfCEBM4siBBWSaQgtfEbA7Exdm/CBTPOZgBBRvrKFD/2ox5CAmUsnBCR0IQ0tfEaIsFAhb9kymWjLy4GFDwIG0TIXUvSCrBnhMwKGRdEsfKELqRE+5CmJorUnnn02tyjmFj7iG9DPzvAZ4WPjwSx8oUsnOkC2KC+umgZt/0zrOkOeuXRi4SMP4pUtfJDasoWPtqZukGeEDwsffYsLerTcuR60NWUgf+SZNQ9LM+GcATz11KI+IJaXXlrURZewZ9DzWY8lwzN/g+nihRh1BTx1MHjXFZiqq2TaS4iH5N6ZUCtM3t65Y+G2li5ySfi1AKSNhTNn7CBbLNRDggJRg9Cw0DYCxtAPEWEhD3EpW/ggfOEZvtDCF17aAkEpEz7KYWfqcCsFyCNfI3yhhY/wToQPeYHFLZcHyYJgGLDwYXFDXmjhI1/kop/JMwLGGb4y4cMaF1rAjGCiAy6SBnPpDAmfEUyIF+FGMCFgdmlLFeHDomhn+LDwUWYuiZmN8FGPyCsTPix8dmlLSPiwwtG2bAQYATMX0m5cOo1gUjfUs8mjjSB89DeIqgF5EDzqMyR85IFllfo3oBsWWtqZusb66nhzYkLC5gDcO0dHR5J7Z0I0tEfthISaoT1wclgalxNPIMPb3QQZ3u6EHFyPccmKd3swkXpfSIMO3pfFdNUeEBqsTVhJWMBDNCARIeHDwlcmfBAiJT7DSjLW2msLAJbCmQgfFpvQwldF+CCdEDYsirqA56Xvg8QNLXxGwMzCBwGYzcJn8iB1IeFTgjmiBGoIklO28KEnRCkkmLh0VhG+4NKWHEb4IGBK+HI9KD+Ej4tpIFqhhc8IX2hRhGCaO20V4YMQBZe24EI6qCRroorwQSRDC58RPsLLFr5OhE/l8c7EQdKbC2kV4WMDAT1CC58RvpBgmoWvRPgmtG8N6m+5RdEIn50ZpN5Dwkf/hbSfdFLRd3l2eQUE4fTvGeA99mKNQYa31QcZ3u6E9ooAT8SYCxl3vefCGHOIje+NRrrIJSEeEulLqCVsrcA7iTzfGQR4X5D3Qf8YMnhHVIy68paBHp7vuwLo4PmeKDBre0CuLrigsE6xaGexBakLCQNEzW7NNMIHsHTpoqalJKDHSA4EjIX9TBY+s5yzICJu+bUMbZfO/KwXZElBr+2FiLBQCwkfpMcsfLOd4YOA4VYYuHTmaJ/ha2m+vUY6zMIHygSM8E4unRAOe52ALl5zeVidIFCKZqMhveFrGUKCSb48n2UCBsGkPTpc2jJJMCHsSjAbu+4qvVqfk5v9Rviot/CSmNDCF7pY0q5YJMuEDzKPPCWYuL33tOV1tPAR124FDQkfFj4DbdQ+wzfNwqckt6H5977kJVPWOrPwQXxpbwPEDhJNvdG3IPjoRJ3SjyB/9KkO4Bn0vGyDvL1lgDqN73WpK+85ZKo9suTgmRANvk9OQsImBhOQ9yTknT9gkouhR5LRHTapDCMkkA/c5CBYkBEIS0iIQpfONgHLCRGWNUibEolGX18hA1JAOOf3QsKHy13Zwof1EZKDlYu8DcQjPuXZsX1pC7svmm8+0UAkbCGF1QkiiMUnJHwQTCxuEDCz8Jk8CFioHy6k1IHKa+hvDWShH0SLRSFlNnlY+JCHi2V4aQsEEzKIy6MRPuoGeZx7DF06tY4bdoYvvLQFechBni2qIXUQIghjSPhoD8g18kKLInUPcdL4DVvQQobsEhUjYBA+4mIdhNBaXIg/ZJL6CS5tycMgXIELaUv7Tz9lo1wh4YPsIRM9wtcyII+2L1v4yoSP+seqCaFUeQ3VL++9ZuEru3Qa4QvlQTAhetT9a19b5E0d0B70+xJiPYfe8CYxIIYesdqjTjJmMWYnJMwr/EeahIRNABuvcZ/wdptBhrf7DzLqcGMZ7kXeMtDD2/0HHbxdpSrbg/ebsSiGMLz85cXCnQUxC/qQgFW5dNqivE34pLc3d1kchTCQR9nCh4UJaxU3f4avZcCVFPkQKAgZ9QDphARAknBBJBwyo/lyMckw5II2IRxSB2nF6kP5CeNDeckHa5KWLQ+DjF58cSGfPCwuZAFCgzwlRGO8uwsyBbmgjFgfKRdxIShYtSCXECLCqAMsoFiR7Hwa4eTBRTi4NXKuzOTdfbdMXH+9DGOlgqAQBgkhX+Qgz+JiATOLKZfoEIY86of2gxQzQBGOPPSDQGvemcYb1vrKIEQQUvKFcBEXd0zkMQ7g3mry7B2M3HoKWTJ5kFzqGnmAcMgv8iDlxCce4ciDcCMP8ksY5I12oqwh+SVPyka+oYUPN0/SKInL+vpkWMtJ2+d1AeErW/ho65DwIRP9IPuQZayEuPySjgtl6He0ZQDvsZcrD5DhffVBjDmE8cp7DqmLHjHmEBvfm810e2dCPDTSRS4JdUL5PX2LdcHkvWOXkOAGhmf6LwspFuWQFBbBEBgWJSzKt9qqcN80YHEru3SSDxYpFvmhxc0W5eFrGZCFxQ5XPxb7LMohhpApSAMkgzJYufgmH4gTFilbLPEbpAarGPJYqBEXsgRRwj0SUmtTEHEhOJAOwokLEYBIQFKIZ/Igg+QJOUMeYaTBgliWB1niN4hVWR5kEgJr8qgf4pflkS9n05BH2U0e5YDkdiOPuqOtyvKoD+SRnrihPOre9OObeiZf/m9lw5LG36E8PuhHejYETB5tCBkvyyMu8ShfKA/9aCfyB8TB8obVlb5B+0DS6CvkzQaBgXaDxEHuyxY+CB8bD0b4kEVfpv0h4cgH9DXcPNm8oJ5IS9+HUBPHyp+QsAWCc31jY6M6ZKSLXBLiIJG+hFph8vbOZbqoUUD4OAPA2T4P8PhweH2hLuQ8z0us0YUkOnjpATggj5vRgrYbmAeoK8/2AEykgDbxArvN7NTy8n8vDKkeTa2nBSy4IWzohXWFhTKLbRbU/B0SPix8RvjMpZMh3ggflhWsaEAJxPAll8i4kr1FkDgW+FhScHfEwscC3MgBpAZZ9HHq1S74MED4WK0QN4SmG9W6GlbZi819knjkAxEJYc9PmIfFNYJiKMnjnXB5e0BaqC8jKYC4fDZGnoaNadg67b+LwzY3slcuW5U84hJvBnlYSWj3RSqjaeEh5kEe7zMc1md9sj0A6YP6nAR5UJfkjcsqhJcwiCb9kd8gY/xGX8HSyEYDeXG+EMtq+MoPrMfl10DQl7FUUq9mlQQQPqy5WB/brxjJSe/3vpdbDjPNY1DLu0DL02NtOc/I20PrapHWlZcLps0hjLue58jQgzmq3+lW1Fh6xJpDWDt4zoV2IU1PT0ueXbVankmkLyECEulLqBXKlj4W/kzWnmcmcNFgMvW0KBZuIL56mMuMJ3mtix4sBvl4Lm54cXpjxQpp4abHAhkLCDqx8A4tfNbvHpzFwhcSPhbtuigfZzGti8AWZJF8WXizUMdih27zsOiBfk1oOXocn48YMpgox2lzx75rMloqw0uTea8rSB/AOsk5S/oRmwb0ofAyFyN8WJrpu6CThY/+COHDwmeED+BCSl8m3urVMqJ9vWe77dzOqbA8YjyJMb57y0AP8k9z4eyIMYcggxtCmUfY1E2WvoQYSKQvoVYokz52NRm4PQdvrD7et5Yhw1sPdh3RwZPIxNID0CZeYMLm47nbnLvMsVDGCmdn7VjwYhUxwmewRXJI+HQxYbd0TiN8uB+ec05OCMeWLpVMF0+9ED3OnzlYAWLUVQwZLM7GtG/1OVlKANMxltFe1cNrPHGvK+1v2aOPyrD2yX4sJri/0hdx9+QyGAgeMAufET6DWfg4t0ifBCxT6MtDQ8WlNIxREEhcnnk+QmviPCJvD23zGOM7464nkYk1vnvrUZe5EBmcgdRepo9GIn0JceD3ZCYkbELYwMmuIIs1TzB4e8uIoQcyWAx6gvy99bBFrSfQwVUGFg3OPXFTpBE+Fgicv+McWkj4zMLHwtkIHygTPuqdPM8/v3DRPOoomTjoIBnjd15h4ERmWDjTtzzh3h4KZIw665GTDJXhuRfr3h4LFki2554yjqsmljqsx1z+ouNkbg1EN+RzeRC/VW1e4NJphA9wARGEj75qC3Hcl8mLM39cAuRQZ0b6PNsDxBrfvWXEqKu6zCFT7ZEuckmIh2TpS6gVNsVFLjxCSUbCvICFLWf19Dvjdk76L+F2hg8LX2gVMcIXusGxkIDwkQarCLvuXMTC4pjfuLSF2xTbbc0E4N3qdelb6VnvHtP6Ff0O109eC8EGxMjI1GUwBix8bHaEhE/LmRM+XEhxCzVrdfsCouyAA6TBRTOko59jHYRIziPq0h4xUBc9YoC6wr0zXeSSEBPJ0pdQSzDx8OHQd+FC4QMGbvzxvXcF0QO3Fk9weJ1JyBPe7QHQwy5z8QI6oMu8goXsWWcVbnAnnSRr+/pkGIsI9YWFr0z4sIpg4SDMCJ/2x5zw0VcgfPaONBbOvB4BIolVr72yoL3XQjQdwe7/vNdVCS7tUQI78zzrnmDnHxmelowY7ZHrof14Ug8IGRsNL3tZ0Ve5NIgy0OcBFwjZGb4qwtd+xUgO0kL49t5b1mheY7iH8t5D8vrBDwpr4jwhRnswh9AertZXBTJizIUx9IgxF3rPIeRPe+AKywZJQkIMJEtfQq1QtvRxu6IRQC9A+Bi4PWWw6PDWwxY2nucx6qIHwyafeZPBgvXss4uLU175yvx7XPNv6OKmaYSPBbHVW9WlLejNIpkhnZdm8y473DlZZHPmqcICskXWVQViyaC+PM8SAcYTTxkx6grMqAebS7xYHws0lxSxOUGfxWoHtHz55gUL7/A8atvCl7+2Yf/980tv0KNBXtw6y+s6eDZ4ViyvjYR3e4BY46K3jDQXdg9ksOk2Ps5mUrL0JcSB76ifkLCJwa42E5EnYpxjYGfTWw92aGPUVQw9vHeb0QFd5gUseCF8nLM79dTJGzNbIeGD3NlqAAtf+QwfixRe/s03YaRjEUycGVze0MO7rljceO/Mz2t7dAB6eMtgHPEeT2K0x6x60Mfpl3ywbEPuQiuUneGrsPAZ4QO8fiLjMhdcRyGNvMCfdwLi7slrJDYSMdoD0B5GNLOmVXIAAMgJSURBVLyAHt7Peoy6QkYd5hDyRw9P8pqQUEYifQm1hI2jTKTek1AMGeSf9OgOW5QMCNz3v1+8kBwLn71bkEU5C1wubcFqYQgtfOF7+HDzxPUQiwS3fvJCbF6UvWPxvspOQAfvxeYW1R6zIEZdeT+HMerK9JgV9E9cjg89VORXvyrIHpsXurDPLXx2wyiEDzdlXJPbhA9M3HijZPfdN/01ENxES/qLLhLht41AjPYA3vmDGDJi1VUdZEzVVbrIJSEekntnQq1Qdu9cwqI5IWFzBFfOn3deYZl7xSsmLXzTzvCFNxvaVfaQQLPwMXxDAnGT41ZDXOUOPHCKPCYkbCnA2sfmBW7JJ50kssMORbi5dHIBUfhqhltuKTZBjj12ivDhNsqtoKTlVREQSTZAAqKYkLC5APfO0dGR5N6ZEA2tf1O0/05I2OKxcuUqXQdPyJL2rZ24UPCNGwWHpnnfEgfBOaPBb7jV8C4eCwP8zTushoILLjh0TZjFC/Pj8Dp5sHNHGsIYzG0/xdLyW1gW0hBGfoSTN2mJb2n5PUyLjHJZgKUlX3MZIZ6VBZBnmJY4nFkop7Uwk2sI09q5DUtLPVKflMfCkEt5rSyWH+UgntUbcmdKG9YBCNMiF3cfa0PTg/woI2nC/CweeZCuKi11EJaFsluZLW1V+1fVgeVnMpqk1XIN62K05/zzZUgXpq1XvUpGNe6oxuvVT35L59Zby9pDDinKrGnMwjd65JEyvHSp9GrYGtWppfk0uRFR/5/p4nZQF7e9Sh5H2nWAXKs38rIymx7ECZ8Bvq3+wrQgbP+Z6oA6DestTFsui8kgP2sP0hJW9QyAcj8ul4XfrO/wN2GdngH6SFXabp+Bch1QFsDvJrdcFr5BuT3Kz5Sl7bYsYVryrXoGOrUH5ab8lha9CLP8iN+pPax81v6dnoFye5CfxWtp2lH9fXT5cullw+Kmm4r39yFTSdz4XnvJkH76NP6Q5p9pv289/LCs0eehpc/QmMYbpg9efbUMal49z3uejGj6sWXLpIeNEi0XVsW11KmWhbLmcjW/8BlAJ76t/kI9rD3CtFXt32lcsWeKMOrC2t/kdpPW6ny2Z6DqeSQt6cK0hFEWS1tVFktrCOXS9qSlbgizOqC8Vhbid/sMWFrKHabt5hko1wFlIi9La2HWjy2t5ReWhXjkRZ5VaUkTpg3rlDyQG6YljPzKzyN6NpstGdbvdeuGZenSHbSe8iwTElyQSF9CrWCkb/HiRfqNd1BfPvgy2AL+ZoDmm0mIj4Ux4fF/wN9hvKowSwvK8UA5XjltNzLmEsbfAF35m9+tLITxIa7F4zfCwnwsnv3eSW45LQjThmH8HZaF/1tawqrkAksLTG45LbB49nuYXzlepzBQTguq5IbxTK7lZ+GA30CYX0sn+8Ydd0jjnHOkR0ladvLJ0tM+b9fUBVYLK0Vwhq+p8Zt2ho+wXXaRhi5OcrnXXCMtXeQ2cJHj7B63c/JbWxZlCcsXlivUoxzPdOATxgNhfVSlBaQjDHSKZ2Wx/MppO8nluxxm8UK5YT5h3nysLMDShmEWD5RlWDzL1+JZmMWzMECcME2ntISZDP4GM5UlDLO0wH63tPZ7+Bsfk8u3xSunBTPJDdOaDEtvMuz//B3GWy+tfiOxxQUsuDvzipHbbhM55BBpYOXTvs0GSE74HnxQmrh0brONtDT/hi6qG5dfLj3bbiuZPgs9lJ3wp56SFrd5rliRp8clGhkm18pnZbWyWJlNDyuzhc2U1uJZmMWztIB44d/hdxivnDYsH+DvbssC+Ob/YbwwreVXThvGA2G8MD8Q5mdhYT6Wlv8TDmZLa/HCchEHhPl1k9biAUvLt8WbLW0YZmnD/ICVISyX5RemgWhqx0+kLyEakntnQq1g7p07LVuqgytebgunDd4esF09G/g9YDuWnnqwE2mTkxdiyCgm0mLS9gIybEKfE3DpPPfc4twRLmxll07ckSFwCq4qaLC4xeUtdOkEnHsi/sEHF/E30I15g/WYA8ifdrcFkQfqoofJ8BxPthg9IGpY6bD8ceEL39zSyaUtnPfTPs9VG61166TBeb+yO7S90uSYYwoSiQUdV8/QRXQWxGgPEGMOQQ/vsbcuesSYQ9CjsB5OyKrVa+SZ5N6ZEAF+PTohYZOi2PFjUMVFxQssCswFxRPowYTqCVxQcDfxBHXl2R4APfh4Ah3QZU6A8P34xyLLl4ucfPIU4aM+SoQPDN95p4xcdVWxkA0JH2FcZ//Sl4qccMIGEz5Ae3vXFf2W/uuJDWqPOYJFmrcMG0/49kKM9pgXPTiT95KXFJe5YAHH8vf445OEj5zXPvusjF966fqED3doCCMveud8H6SPdNzqyW2fXSJGe5A37UH/8kSsudBbD2TEmAu9x0Xypz08CXJCQhnJ0pdQK6SLXBI2S0D4zjmnsPCFhI+FBYSvk5UCC5/d0gmwaPDuPa6y52XXCQm/DuDc6rXXFq9kOOSQIgziau7Q4Q23oTt0eMMtJFAJQ/7hBfC82iEhYROiILCjki5ySYiFZOlLqCXYPePDQWpP6xV7JqtXr3bf3eSAvLcVjgPm3hYA7/YATKR8PIEO6NIVzMIH4TvllCnCRz2Yha/8WgYlfEMHHyzrli0rwli0cp0955Ne9ap5I3y0t11G4AV2s+m/nphTe2wgsC7wrHsCjwFkeHoOxGgP02Pe9pQ508ez8+ijhbVOn+/s6qtldaslY+VnB8IXbpZQBqzjvA+Tmz45C8hNuLzaZBbEaA/qiPbwtl7xnHtar2wu9NYj1hziPRfSHujRaDTTKxsSoiGRvoSaorilrL+/3/XsCsTSzg16YoESBU89AJfecKuYJ7zbA6AHH0+gA7rMCq6fx8K3++6Fhc/SsPi67LIpl07b3mUxioXvyCOlb489pJcFqy1aITUnnpjf7DlfiFFXnPGh/3qi6/bYCKAHz7onbDzxdPmK0R6mx7yC15Hw7kmeg7POkoY+Bwtf9CKZPMVpFj4In7lDQ9Z+/vPCKoh7J+M0unMWFqs5F8XMgBjtQd60B+3iCe/x3erKW49Yc4j3XIiMQo9E+RLiIZG+hFoD4jdvu80dEEtGXVAHXbrSAcJXZeGD8HGpRJVLZ/gePpPB+T0Wrbh0zjNBi9UWdXg+kBFLjje2WBkQey5m2XHH/Cxs3iaE2xm+8Pwr8nl2eN54dmwRzwUxvL+PfB55pLgcZgbEqqsttk0CxNKjLkh1lRAbifQl1BSFeyfuE56ulwzauMx4D97I8HYhpa48D/qDWHp4u/+gw4yuUuVLW0ILn53hCy18ZqXg4on2onVE22KUuGalcLDI4Yq1yetqHhBDBi5+3jJijCcx6sr0cAHPwQknSDY4KMP6fGQ8O5C4soUP6zhlwJ3Tnp2VKwvLH5Z3zvRB/LCud7D4xWgPk+HpQgp4zj1dL2PUFUBGjDnEey5ERqFHOsSXEA/pIpeEWiFd5JKwycEi8qyzqi9tMQtfcEtnHj+08AGGZc7wcTaRc0gOhC8hYYsGmxUQOy424vUn5TN8Zes4Fj4ufuGVDfvuW4QBCCOXxLzsZcUzm5AQCekil4TYSJa+hFoCKx8fDsi77Tgr2DPh8Lr3ziMyvC0yMS5y8W4PEOMiF3SovAzj2WdFLrywuB0wJHy0XadbOrmYIrDw5YtWXYQO6SJ1HeTQkfDFusiF/uuJju0xj6jTRS510CPT52L1oYfKGESNjRODEb7QwscFSBA+yF6Z8D39tMiLXiRy000iTz3V/qFAFD3ac0iMC1BizIXeevCce8+FMeYQu1iH+wCS5SUhFpKlL6FWKL+cfdGiRTn5837JKvkjxwvIiKFHHWTYAs1bBkPntEsLIHxnn128RPoVryi+AQtQLo2wS1sMVRY+iAsWPs13/JhjpNHf77ozhw7o4nn5QgwZle0xz4hZV57jSV30AGy1NZXENiB0yMGNGtLBc2Zn+DoRPt7X98ADhes0mzH8zfk+NmW23z6PEk2PSHNIXWSQP3K8QJsDTxnowaZbejl7Qkx4ricSEjY5GFiZuD3BzmYdZDDR2WTnhRjtgQw+nkCHaTJCwnfqqVOEzyx8EL7QwsfFE1j4yoSPuNzO+cIXykRPj0w4nytBB+82p668d//Xaw8HxNADxKirOugBxoaHJeMGRNw4BwaK9/lxM2d4aQsbLrzyoUz4eAax8EH4AOdvsYRdfHGRro1YdUW7eCLGuBhLjzrUFeOutx4JCWUk0pdQUxTunUxCnoN3rAUUOngvzr3rCsSQQf4xZEy2O65yoYWvfIYPEld1aUtI+MiDuFwwgaunLmTHlDCORyDh3v2Xfhu1PZyAHt4ybDzxXAzGaI8Y4+JkXfGMQPx4bthYwb0Tl2WeKS5t4QwfH4MRPix8ixcXYbjyXXSRyN57F88leaxcKVl7DvFsD/KmPbzHd28Zk+3hWFcAGVt6XQH0KJ7DZNpLiIfk3plQK0y6d+64NPeTTxe5JLiC4fOHPywserw0PSR8ZuELXTrttQwsTkMLH4Rvjz2KGwUTEhI2HLho3n9/QQT32qv4GIzwcd7PCB/u1zx/225bED5w550i992X3xKa55OQ4ADcO0dHR3QKSBe5JMRBsvQl1BPtgZPD0t5XLyPDe+c8hh5MQDEuWfHWAx289RjV9l6LjEsuYVu4cOnslvCFFj5II2f4li1bj/DFaA8uRECOJ9jRjnFZjPfFCzzj3npgXUCGp5UhRnuYHt57yshYb+zlOVq6tNiIqSJ8oYXPCN92200RPrBoUX6py8RVVxXt0Q72QqUe8wyejxiXgcXQow5zCOMu7dFopItcEuIhkb6EWsLWGlxW4HmoHHgfXAfo4XmoHJB/DBkx2sNbjwYyLrusuCSC6+JZJIJOhI9LW3DpxMK3yy7tQAUvj+ZCjUMOaQdMIYoe2hYxZHheGgJi6AFitYfnM1K39qisq8MOK87qsaHCZMB7+IzwmfcHmwRm4cM11MCFLjfeKPLSl0qjt1eamofviFWM796INYd49l2AjBh6xKurLDl4JkSD/6ickLAJ0dPT4z549+rCwHuii6EHMrwXHzH0QAdvPZo33yw9nBk68cTiAgnALvpMFr7yaxns7BHv4atwIYvRHuSPHE/Q3nWRwbPuDW8ZMeoKxBgXO8pAP168jiUP9+vHHisubTHCZ5szoUsngPDdcIPIEUcU1vejj5ZeLFe33NKO4APaI8a46C2jLnNhjDnE9HA2hickTIPvk5OQsInAxMMHVxDcmbyA+1Lu/uN86DuGS4u5m3gCGZ7tAdxdc+66S8buvlvWhW5iyMNq0MnCx8LSLHzM8lj4IHzk0WGRH6M96FMx3Du9XS+R4a1HDPdOG0883SJjtEeMcdFkdHQn5Ll6wQuKd/VBAm1zBt2x0pddOs3Cp0TPXvSey9BnMOPl7ZwTdAAyaA9vt0ieD885ZNb2mCd46wGYP2LNhc1mI7l3JkRDusgloVawi1yW7bg0//9iXZR77zzGAI9pHfTY4sHLm7kCnivid9ihCGNxYIQP901rp6pbOgGEb3CwuEyiA+GrG1L/3bzwa9UebDLxfPLuvf33L/7mRt2Q8EHoeDk7GzZY+ABLI27/xOKz666FtZ7nHrI4z0jPx68nik3p0XSRS0I0JEtfQi1hAyeDqveO3aAu4L13N9lB9d7dpK68D6+jR4wdVBerz6pVxRmhQw+VEV1AYgGYRvhYMFrHM8IXunQCXhKNRQHXs1kIX4z2IH/keILdbNrdE/QpbxnowbPuCSxjyKjDRS7o4b2n3NXYi5UPgvfIIyI/+UlB6soWPggfGzZG+MhTCR/vyRw86CCZgPRx7haLH27d8wzag3bxRJoLu4fbHBLA2iNd5JIQE4n0JdQSttbgjIG3bz4yvM8Y9PX1RdHD+6xPjPZAh3nXg4UMZ/B4rcJzniNo0MPCI7TwGUILX3hpC1YDLAove9nUxS8zIEZ7kD9yPMGzQf/1BH0qhh7eMrD2IMPT6hOjPUwPb3RdVzyjnNOD9GyzTTtQYS6dbNi0XTrzyYNnXZ/vxgtfKL0LFxYXbWApxNLPb/NMZmkP7zmEZz3GHOJtsUTGFjmHlDClR7rIJSEeEulLqDW8JyAQQ0ZdsEXWVXvXPz+/d+CBeVBLF4R9uGlWWfjKl7YA0t97r8jJJxeXRyTMO+ryrNdlPIlVV13L2XFHkRe/uLioBasf520hfKGFDwsr1nisbrhy6sKfm3plxYriHCBnBHnmIX7OFq35xmbXHhuIGHqAWHISEmIikb6EWsLGa9zXvN1NkOF9kQtuIN564DLj7WIUQw90mFc9eL8XLpB2QQsul1j4IIEWBmZ6LQMWvle8Yk6EL0Z7kL+3qxTPxsiIr5vqxMS46uErI8v89WDXv5Dh5/AVQw/cOr1dk8Gcx17O4eJafd11BfmD2JmFj3zaFj67UZdWGFaCmEEE9923eO8fzze68RqIeQLjYh3mkLrMhTHGRfIv9EgXuSTEQ7rIJaFWSBe5JMwr7rlH5Pbbi0tX2OHXBUdO+HgHWCeXztDCxxnA668Xef3rC0vDrxmYXVK33Xzxa9s+bMKwmfPylxe3e4aEjxt1zX2Q93BC+PbbT2SffYowAGHkHODxx4vstls7MCFhbuBcX7rIJSEmEulLqBWM9O20rFhgQ5Ts/Ao7a4sWLdIBdo0sWLAg35FkR2/hwoV5GL8Rn8PoS3SBzzdpCeNQNwQyTEt+AwMDk2l5lDhkTjwGc84EcE7D0pJff3//NLmEkR/x+DtMi78/+c1WFktLWdhpJQ7nBciHsKqykJayEM7flpY4pCU/5CK/Ki1yKZ+lZfcVUEbTg/ikIz1lIMzyI97q1as7piU++RM3rAPKFqa13VJrw3J+pCXM8kNn4hGfNqAt0GW9tBo2qAvDxb/6laxVItfaaSfpZ3efd3sp4Rs5/HAZU7mLNL/VSgoH7rhDRo84QiaU8PWrnEHNZ0AXhbzYWU44Ib81cI2WZYGWqdz+fKMH/YfyEUZZrC2tfHwThzLyO3VAv0P/sB+bHsQljDqg3oCltfzKz0BYB/xudV7V/uWy8G3tQbmQ29fXUhn98pWvFLxYm1Pj5NlreOFFxxErzTr/v6qbG1G0GvIP4UBF5eHEJQ0fwDdp4OMqbhKkI4zf2upouYoPFzeSl8kjrqrTUR7lJR3gb21erYfZ5ZG/ydPul+dp+iFPu8I0eaQjblkedabVmedhIB37DqSz+iQNMsvyiKvNOymP+HCYN72JOGu0bfumPVPW/uXnkWexakwi3PoO7U+foh8Tj35g+VWNSaQn7UzPQKcxKUzb6RkAoR70Ydw1F6iMNVdfLQuefVYmjjlGxn7xC1mo4YP6DC/SeCNU5BNPSN9118nQ7rvL4kMOkSEtS0vz6r/lFllz332yQMMyTTdy5JEyoMTPnkfK0WlMsmcZHQE6E4/y8U3aTmOSPY/o02lOIj1l6PQ8Um/hs0x+lGWmMYm/q9KaXOLQThZGfGsPk2tjebn90QP9CKvSw9KG7c93N2MSv4Gw/U1uuQ6IAywt8ShbVdqqZyBsD74pB+WhXORnbUhc0lr5CO/pacmzq1bLM4n0JURA698U7b8TErZ4rFy5SgfcCR1Ui4symIAYpBmUGej58LdNOPzGh/Awnv1tv4VhNmlYmP1dThv+bmFhfAuzspTThvHsU45XlZbvMK2FzRYv/G2meDOl7TZeKCP8Dn+vCuukr8W1v+23qvzs7/D3ad+0ry6aIGytAw+Uhi7oWiw+gxev53kQT5lM84YbpEXYrrtKUyd78mjqYrB16aXSwGrArX8K5nKTYfLCcoUfCzN9y/Hs7zCPMMzi8alKS5j14/Jv4XcYz8ItjO9ymlCW/f3MM01561tFzjtP5Hd/t/CQ404MPF3/+79Fnn5a5M1vLqoWo8njj4ucfnpx/IpXpkFi8Jb9/vcLzv37vy+ydGlhUGVt/qEPiSxfXnjP6ppLdI2eX7L45S+L/NZv5ffu5F595POpTxVvyyDc5OGV+7GPibz0pYWhFqJH3t/5TuGZ+wd/UJTX5J12msieexbHM00eRza//nWR3/md4v+Uj98++cmCzIXyMDJ9/OMiJ50kcvjhhTw8DL/xjcJYjH7UDTpDEJHHmwa4/8fywNj87W8X9YbuGJF1HSmf+ETe1eSNb5yKi7GacpxySnGXifKc/H3l7EVssw1tVN2WfIftav8PwzrFs/DZ4vEp/26fbtKW41nc8nc5Hv9vaKX3rFghDZ5z7SAtJX8NJUAt8tfw1lVXSUsrvnnAAfk5GMhi61e/kuajj+YXvPQsWyYNyMett+abQs1gruHb5JS/q3Syb9OtnMa+LW0Yj7/DZ9Q+9pulDcNm+z0M49NNPPu7/Fu3aQmzcWWmtPbplDYMq4pnf88Uj++q/CxOGBb+1ile+B3+DcGdmMhkVAeJteuGddzYQdMXz3BCgguyhIQa4Z57H8juvOvubNWqVflneHg4Gx0dbf/qg3Xr1mXj4+Pt//kAGWNjY+3/+WBkZMS9rmiPGHrw2WBQvvPOy7Kbby7+r3WfXXBBll19dfF/BRoM33NPlp19dpY98kgRaLjuuiz7z//MsgsvzLRjtAPnjhjtQf4bVVdd4O67s+ytb82yt70ty/7yL4vqNNx7b5a94Q1Z9rWvtQPa4P+vf/30ql29Osv+7M+y7H3vawe0cdllWXbqqUW1h3j3uwu5YRXeeWeWve51Wfbtb7cD2jjzzKIcjz/eDlCsXJllf/InWfbBD7YD8lZfm118cZa98pVZdsMNRajhn/85y/7iL6Y3+W23ZdlrX5tl3/9+O6CNz342y970pix78sl2gOLpp7PsD/4gy04/vR3Qxk9/Wuh3yy3tAIUuFLN3vCPL/s//aQe0QZd99auz7Mc/bge0ccYZWfbbv13UoQ6L2R/9kY6V2n29oIvZfMzi2xMbPfbqeJQ/62FjrliRZT/6Ud5xKf06fT5yLW66KcvOPbeoRAPPzte/XsTfCDAues8hdZkLt4g5pAuQ/2rtS6tXr9Jx7pHsVzfflj/XCQmeSJa+hFrBLH1LFg+0Q4orytlZ84JOQpM7rV7QCcJdD2QAdPECMmx31Au6sMndazZYD8w7vb3FDZya17RLW9rbsOMPPCDj114rvdzmF57h4zZAzvpgfsF0tBF6xmgP3KhwxcJdygtY8nif/b/8i8ivfiXy6U8XVq4FCworF9Y8ZiG8sez1aQcfXLwO7d3vLi5MxFKHBxbWv899rrDkcRwLYFmjCf7+74s3amBJBC96UXHh4plnFlY50vNebZqRsmgXyS1t4LDDinK+733FkS7iUT7yoLw060tfWrh077VXX275e/vbi2NeyASU7fzzRb72tcKqRpVSbqxr73xn8f9DDy3iEsYFkh/8YCGDeli4sDg6ihXwjjuK42IAfbBS/sM/FBY/9KUbIu/ccwuLH/LoJlgYMSz/4z8W+VGPgOOnWBixBD73uSK33lrcYYJcD/D80X/pVzzvXtjosZfnE3MoZ/RocDoFnZWK3nvv/IKNEX0+em6+WRo0GA3EWADWri1Mz5h90fHRR4uXuG8A0AMdvOcQ77E31lwYYw4B3nMhYy/v6RvWv9clS19CBCTSl1ArTLl3FqQPH3vPyQHgp+85yQEWT956IMNzkgMx9ECHDdYD/zrYBitxI3z4ycFMbDZ++GFp6SKxl1sAjfDh90fau+4qVugwlXYf3FDEaA/aAjme4C6Miy4SeclLRF796qKavvAFkRNPnCJ+EJAPfKBwvbQLUeHcuiaS97+/WGsbEYPgfOlLxR05uDzSLKy7IUPMZvxt63BkcD8HZwr5m6NU5EPT/fu/F2cCkQOQOzRUuFNSVpoR4gRBhWjecENT8yjO/kD2cL/8138tLnWE+DEEUDaIJq6apINoQvzI+z3vKeJAMAFdZOVKkQ9/uNgf4IzeokVFOtxeIWaUA3AGj3wgwbw1hD0FHiNcWi+4QOSsswr9aEpcPSGVxKW+2t7FeR3zmjn0I96rXjXFX+YbLMrtrJMn5mXspSJpbC5cuu++osLaOweUvu/226WBDzC7ASHhY2yA/dOgkD1eybJmzQZd2MQzWIc5pC5z4UbNIV0CPdgcGR8fk9GR0eTemRAFifQl1ApTlr7i1k4sGcBrkmDQtkPungscZADPyW7dunX5zqPnZMdheOCtB+0+Zz1Y8HEAykwsrN4hfJhJrG3br2Xg0paRpUulFz2wDsBkMBWx4GHFPQ83dcZoD3bmN6iu5gBeccYFiFjmWDND1KguLHCEQawgYqypISR0dbsYlarkEcYCB1Ezix8EByIH8eNvZei6Th/WT6/88z9PET+ADIy3xIdQQfzIh1v5IZTwdeQA5EI8IaChxY88vvjFwiAEQQMQP8gXVsPQ4kdcDEDf/OYU8aM7UH70oMsY8WMvAeKH3oXFb0J/H1KdepRoNvK3Ahjxw/jE6+QgmljrMFDRLZFx4YUi3/teYdGE0HFGkLzf9a6CSJrFD/IJCcdS+tu/vdH7Eh3BWSXGLBa2XuOijb2MJRtNNKgIKg5rHZ2h/TxM3HSTDN15p/RoIzSM8NFBaWDMqtZx0JFNIg530rlg8F0CPeziEE/ChAxkec+F89IeMyDWHOI99iIDax91lSx9CbGQSF9CrWCkb/FibtMsdtMYVL0mISZqm0g9SR+LKO/JFBnk7zmZUlee7QFMxpz0eOyxYqcfcwirZAgfi7zQwmevZTjySMl23ZWrjyWXQLpVqwrCx0rc/As3EjHaw+ApQ9c28vnPF5Y4LFYA4sc77LHYQVTMAodFr8rix3oaghYSsVNPDS1+WU7e9tqrJ5cDEQstfkb8vvrVKVdPjDQQvyqLH/IhYrhQmuslVjwsfnjvGvHbe+/C2MssGlr8IKJ0IVwvjYjBEcj7ve+dbvGDDEKMP/rR4nKVbbfFU6FHyVxDzjhjuqsn9Uc+yDOLH3mFxM9cPSGa6FS2+HGxDd2YuvRy7wTe4+K8j73cnkMn4hUtmHH51mc+007Zs/XWudUv78xY+CB2RvgAG0ZY+WHXMHVIn5HEWUDZedYhGJ5ziPfYO+/t0QEmw3sOQQfPcZE2L9w7JZG+hGhIpC+hVpgifcUWNtdRe09C5M0ElGTMjs1SBi5Z7NCzKmalfMklU4TPYC9e59CZLgjJmSVHg5c86wJBBRZWQVtZzwM2y7raAFC9P/6xyDnnFNYqs4gZ8cPV0yx+rLshYtzIyYa+WfwgLxAziJ9Z/CBSpIPIXXddU4lPsSsP5+YD8YOUQXJQDyJmrp6kgwhB/MgPookrqa3jjfhx5s6IZn9/pukmtLzN9hm/Ii5kzyx+ZQscxO9b3ypkm8WPvCGarCdDV0+I34c+1FCC1yNbb93I6wMZn/lMwSOqLH4HHVRN/JBH/WDxo+4gmugLJ8HFk3JBJL1IH/3J+pYn5r3/0kCYXjFNM29o52go4cu1wMJXRfg4LMlhVcYGOjcNC2GkkWj0LjDvelQgyegesWRA/PiMjIwm0pcQBYn0JdQKU6Rvununl5sGO4K8q4f8mSS8gAz08dx5xG3Gdpy9gB7AUwZ60O5YeWcF/YMVMMwApnDppQV5Y2Vus29g4cstAAoudxjWBWAf7YFrGMwGhjKPfSBGe+DeyaUFXdXVBoJXMNx9d+FOiDULS5W95xpSg8skrpNYqLD4QcRwdYTglYmfFjcnaBhkiQeRwZLG6xlwWSyf8YOI0bTm6snvWPx4vQLn4VDbXD0hYmXiR7Ny5g4L5Lbbjuvzt1ZOPbU/J6oh8TOLX5loQi7hCVj8kEdTwivYT8DVk+5StvjZ6yo4ZkbXgsxxxq9s8aPcoasneUH2OD/J6y2QR/c04ofFjzyJz4UznqSPfhvDvZPxZN6tPpA13Ly1gieUxOV6jIxIAyJYJnxY+CB8NCgNC6hUDmQ+8EDRGWbR302PEtADWd5zobceseZCrHCe4yIycO/kPX3Dw8nSlxAHifQl1ApTF7kU7+njBaqei2YmH6yJnpMcMIulJ5jgPOsKcNDfWwZ6dDVZ6yIl9w3EpIIJBMKHhS8kfGbhCwifrmil57rrcl3yRSA7/bAGGMs8IkZ7kL/nwgZwhozLRv6//69wSYQYQcjg2FSzWfzCM35m8cPSFhI/jCnw9P/4j9ACVxAjiN/UGb8ifwwvECP+Di1+GHaxEPK3EU1IF/lWWfxw9TzuuKY2d39ONCknLqtlix9dhHN0dssmwwJklq4VWvwgvugC0aSJ7VZPLH7UV0j8qA/kQfwwIFVZ/Oi+3CXCEIE8SF14uQvx0In6RB8+1K+npY8xy4vwAbexlzLTeLfckr+Hrw9L30wWvpDw0XkwJ7NxRGM8+WTRKWaoh1hziPfYG1OPGHOh97hI/hBlyGW6yCUhFhLpS6gVyhe52NXLXpNE3XY3vS1LttvsqUfXF7lA5nDZgtCxi49ZBXZhsy4WPthI26VzEsosRrSuhnWV3Yv5hXv/YSnzjLpY+rBece8FJANygpWPy1YgKWbxC4kfBM5cL7FGVVn8eKwhaPY6h/7+ESU465TI9eWWvJD4QfaQBwHk/wASxdqc1yvYGT/ywaKHBU6rfXJ9j1wsfh/4wJjKHtL1fV9OxJBRtvihD3rxigb+RjYgLsTPXq9AdUPEqBMscFPEb0LJ56A89VSPfOQjuHoWxI9jppT5//2/6a6eWPzgGxBpI5p0X+Rh8cPVk7OPPG52uQtEE2LJi93J1wP0W8Ys+hXjlgdcx14aCOKmjdt48MHi+TdmDszCx06BET46DbsJED/CSYPFkM5DY3cAejAuooPnHOI99saaC9EDbBZzyEbALH3NZiud6UuIhkT6EmqF8kUuZiHzmoRsQYMMr8WNwXsyBd4LD7BZ6MGiDfcrTDmwDVbxVRa+kPDRoWAUmJoOOUSa114rLXzzwvf0zTO824M+672ZwBEpLH2QK9bRRr6YeTiPhgccgPjh6hla/LBE4cqJpU3Xk3kTAYgfzQAhnHqdQ1NltCpdPXF/xAIXXu4CuYT4hRY/8mG9Tr5lix/E87TTGnLCCa28XJSPPLD4UW7kAcgeXQb9IGVm8UN/PIm51RN5RjQhleHlLhMTDSWDLa23xnqvc6Beymf8zNWz/DoHyCX1Hp7xg0hDDtEbMkh7eMH6lde4aPm6ycDqz+4Dvsl0CtsYqXLppLNA+CB+dFgagA+NzIYSFd/hRk93PQJ4jr0x9fAeF0EMGWyO6MSSSF9CNCTSl1ArlC9yYaeZgdtzEmKHsw4yAPl7T3TI8K6rGfXgps6bby4sdKyeWZiVCR9EMHTpNMLHoTJW6coqGsuWSZMVtyNitYenDKxy//VfIhhMID4ACxjukLgmlokfVc8ZPyN+EDGIHa6JXJ4IDwehxY81+Q478G443qVXuHpyxw55ADtnh0XMiB/gd9bqnPEz4geBwgKHRaxs8cPIcNppzfz3gmgWeUBUy66eWPzQz271pHshA0/B73ynIIx0PXgD5bfXORQvjG9qWCO3ktqZQogmxA8ZWPxw9bQzfhA58gnP+Jk8iN8PflDIg7cQbhfVerl3GrzHLO9xMdt6axnDGqPEr0GD8oJ2rm+lwcoWPr7pGGYd4sYc4tL5sPjBsCGSFYg5vm/J7WGIoQf5e46LANdOlZZIX0I0JNKXUCtUXeTCN7uPHmBywN0ENxDPCQIZnnoAXFrQx9ulxVsPXBY7HsLHXIQZ6IADCksfcULCZy6dMAoWeUDrJCd8MA5uGFE2MarxRw47TPoc6ypGe9h7+jzdO3l9IWtfqvuWWwqiwqNiFr8q4oeRFSIFSYSI4T0L8cECB/Equ3q+972j8oIXjOiiqS8nYlxiAnHsdLlLaPGDGJnFz1w9MczgOgrxw6KInImJcTn66LXahfpzy6NdhAIxxar22c9Of50DFj+MwCHxQ2/Il93qiTyqnjN+GI7e/e5M5Q0psaU9GnkZqD/O+JnFzy53+fSnqy1+zOh0b4gfjxlx7VZP6oX648wfr4fwIn02Lnq7dyLD03qFjLVK/HpXrZIGTHn16mLXgQYDoYWPQ6Y2rtFohNPwNAaNTOdnTCk9z7kMHRc99QDIAF7jSYz2AJt8DpknmAtpq9VUeYn0JcRBIn0JtULVRS6ekwOTT50Or3sSDLBJD+Gz6IG8cbiJCxaIExI+dvEhfDCKsoWPtNyswSp7xQpp6QIPXTwRoz3I33NhA6hqrG7veU/x2gbOtkFEqHasb5AVztxByOzMnRE/zszxN8QK4meunjRHSPx0KpMPfrCvbfEriBsWuOkvcC/yh1yWb9k04he+zoF8IF3m6nnkkTzj/ZMWv/AF7hBT0pXP+LHmh9Air/w6B+ohfIF7Qfwaqgcu6Y1pl7vgIstrLMziR31QLxDNkPiFl7tUvc7h3HMLIxV1Qtm9SJ+Ni16ED8QYe3MZ+nxg1c/fw0cnNOt+SPiw8Nm4hoWPzoSvre1kUNGk58NuQzAGIoOxJMYc4jmexGgPsEnnkHkE+UOU00UuCTGRSF9CrbApLnJZs2ZNPpl6TnbIAJ6THbu0TECeCwMO+gNPPdgJrrRewSLQDRdNvlm92ww7k0snDAOzDmd5cNPSlfeIpl+n4Z7EL0Z7sNvMZQKeCxy7vZMzZK97XeFKecUVU8QPsmdEDENI+XIXXsCOJQ1iBcGy1zlgeDVXzyOOGJHVq9fJhz/cl6+/sdRB3LCkkR6LH6QMQPSQCdE0ix9AHmt1LnehrFQJxA+iiQvp8PCYyqP/FsSPRxIiRnngAhAx5HHGr+oF7ugXunpSHi644XIX5NHMO+44IYcdtkbl9eoz0pj2Oge4BK+8sMtdQotfp9c5mMWPoQliC9HEomkktcMxs40GZ5UYs3g+GIc9YGMvY4nX2Gt69GpnatBwd95ZVCYNzlm9KpdOiCAVb4QP0CGIy3iBFdC8CBTowbiIDp5zCDKQ5TWexGgPsEnnkHkE4zvrk3SRS0JMJNKXUCuUL3JZoJM1k4PXwoN8yd9TBmASjSXDc8KOWVfT9OAMH+yDTYDyLZ1m4asifJh0sPBhasG9i9W3rrhJ6U30Y7RHDBmcS2MdDCmBtEE+vvGNgvjxN80AEbPLXSAptl42ix9ECpJiFj/W2dNf59CQo4/u0YVaMydooQUOGVUWP9bwECNkmcUPEkVZORNIXNJDIHG9/MAHcBdvtS1+hZGY9WfxOoeiXBDNThY/u9wlfK8eJBFXT+oDeXCCnXZqKblsyr//eyPnEqHFj7r8yEemv86BOuJyl/LrHOyMX/g6B/SDaPI4vOUtfrd3AutXW/rYm+uh+fP6hrzSaVg2iegcjAdGoiBzZQsf4JafRx8tOi2djothGFfaLqKU3Z5Dbz08ZcRsD28ZMcZF8k4XuSTERiJ9CbVC+SIXFuZMDp6DN9YYZHhOQibDU49iAiomIy9sEj0gdfjA6SSeMwHMJ9ZW4Rk+I3wAhsDCDDMO39y+weq5HQcZfFgYeCFGeyCDHXpPGRAjSA1VDPkwIkYYxhKICIB4YeWDqFRZ/DijR1yIFUQM4oOLJYbbo46iribkiCNaouunPBySZBY/I37h5S5G/LDAIdssfvzO2h2LpJ3xY31+3HGZvPvdE9p1Wu3LVgrixzEvLH4QTbP4IQ+iyiWPnJ0DdsYPefwdWvwgflzuUrzAfUKWLSsucsElFq5hxA+OYWf86Jp4DbKHQR4Qv7LFj3JTn0Y0Ad2Y/QvSw2G8QN+iX8UYFz1lTNMDlgzJ43weDU5jA3yYqyx8EMTHHy8qm7SMFzQaJlfGoraptS5zSF30iDX2Yk0EifQlxEIifQm1QvkiFwZWvr0W5yyYcQXxtvrghkf+niSDw+vA253Qsz0AetDuuWsO7lb49mESYtXLat1m1dCl09ytsPBB+GAqmG9oU0wjkD3MJ20wWeOa4+neGaM90IFFlKcbE26YuBSed15hiYIYQfxw2cSVkuqFJNEsECHIV5XFz4gfcSFyrJ1xvYTgDQ6OKQHDlbsvd/mE+OECCjE0CxwErny5C8SPc2/I4++yxW/66xzG5bDDhuW00/q0zqa/zgFXTyx+EDyzwJEHZ+7KFj+IH/LoTvY6B+rikku43CXTcq7L22Pp0kauC8SPLmCunmbxg/ghL3ydQ9UL3HH15HUVdsaPtFhZjTR6gHGRZ93bvdN77DU9aI9JPehQjF+cz6PD4AVAZ6my8HFTMOMIzBwwDsG4qXg2o7TxMv0NV3Fvy5L3eFK3uRB9PMdeZDCPoEsifQmxkEhfQq0wSfoGFoku33Py5zk5sBBgYeM5yQFkeOoBWNh4TnIglh45icGVk5X0qlXFiveQQ9YnfPgGhhY+c+lkFx9Cx+qYFXVIFhXo4En4QIz2IP+8rhyBoYPjkJAjXt1AVeJ6iFiICrdYUs2QMgDps8tdqogft3oa8cNYQlOddhoWvr6cvwO+aX5u37QzfhA35HV6nUP5jB8y7IxfQfyaStiKM4O4kGIMCIkf+wQQTXMtpXyUmfKGZ/wgfuwxIM8sfoDyXHZZQ77znT4ljI28frg/BJJXZfGDvGFhhNjCIeimyOv0OgcsjKTnHqOf/KQghl6kz8ZFL8IHYoy9HfWASWNypaIhdnRYdg0MZuELCR8dBI8B0uIvzLOtHaOhTLxPG897DvEeT2K0B0BGHeZCG3fHx8fSRS4J0ZBIX0KtUHbvNDcNz0mC3U3y91zgIIP8PSdUs5B51hW7tOygesoYGR+X8bExaeEzx8ULLLBCwodLJwfFQpdOLdOkSycLNV1Y5Ct1CKNZ/AJgIePjuTCI0R7owG6zpx4cpeTmyHe8oyBevIgcIsPal//j0gixgvhBWqhqu8mzytWTpsNiB0ksLHBY/EblXe+iTXraZ/yK5jVXz5CIIY/LXSB+5Ee3gOhBMJFnrp6EQ/bYB6B8J588rt1iWAlkb17+8HUOwCx+vFcvJGJY8T73ufVdPSF0WODgC2bxO/HECSVk6+Sss1oqryB+uGiSN8SPOOHlLtQtFj8InL3OgTJzuUto8bPLXSClfHPEDB28SB/9lmedfuU9LjImeo2Lpsd64zt/M3bg5kknNPYPIHxVFj4IH41uDUjls/mkY9RazasJYSp+cUGMsde7PQB6AE8ZXG6FB4RnXTG+Iwc9kqUvIRYS6UuoFYz0DbRJH4M2H88JwhbNnosbJiDvydRkeE501JV7e5D3VVdJD2YhVr22yAIsssqED5hLp1n4IIuYp1gZwxRKYPHEgtCTLMVoD3TwdmOCmHCEiaplHcxjAmGCi0NoIDYQFc7QccaPv4kD+cIqBhEzEgggambx429cKbfbLtP8JuSjH+3J19d2qyffWPwgOzQlFj+adyaLHxYx+5tyUJ7C1TOTk04a1zV+b06cIF3kq1W4nqtn+XUOlLN8qydEDHdLLH7h5S4ve9mY8oNe+c53GrmLKOXFUgeZpd5oqrLFL3yBO/WBDLP4ha6eWPmY8bVryRvfOMVJPBBjXIwlA6vMejL4P766vIAS0Ng0MIyaxi9b+ELCB+6/v3AN1fKPP/64tPbYw5X0MZ6gg/f4HqM9YsyFwLOukMH4S1Ul0pcQC4n0JdQKU+6dxYS7UFdATA6ek5A3iQE2ycXQw1NGDD16br1VejDPcGgpXGTZpS0wgbKFz87wscLmUgbO3eDHx/mdClB+6qsO7eGtB6SPNS+WOR5L3DupdggMpAXiBzHCImavczDih+sjBAwi1ulyFyx3fX0NJUYtbcJGTsQwBhjxg98PD69v8aM8VRa/qtc5QAyvvrohX/lKS049tbDAQfw4U/i+97EQXd/iF77OAYsf8rD4hcQP3eANyCte50DeLSV7zckXuBeXuxTED6KMxU+bbJrFD0/D8usckFd+nQPy0B8S+/rX4/5ehM837Pmgf3nC+q5X/51VDzouJlbMuDQCngF0CiN8VRY+cO+9RRo6izL+5t13S1M7bYOHwQkxnnXv9gDowcdbRoy6MuKX3DsTYiGRvoRawUhf+T19XpYMrCS8N4j8Oy4M5gG8/wh9mCi8gGuOt/XK3rHkJgNix4ElVsKhy5W9lqET4TMLH4s2DnIFN3VWAbcc3HM4X+KFGO2BDjwjnuf6tKrkjDMKUgVpAXZEEuJnrp5UJZatqtc5QFZmtvjxrkFcL4szdxA8iF6VxS+0wCED4gjHN4sf+UM2kTfd4jcuF1wwJN/+dn+ejvT2OodOFj8jfljg7Ixf+VZPO+PHTHzggROyfDnvbOtVEtyQiy8u3uOHPOoHToAuEE2aLHydA5yj0+scQuLHbxi7qSdP906e9UoL2TzBxl7GRK+xtys9IHiMy1Rq6DNrt/5WET7cQhmjtANlmu+g5tG65BJp0jGdrlTlvXCeVv0Y7QGQ4T0X4kJqFl4vML4zj/T0tGTdcLL0JcRBIn0JtcKke+fAovz/XOTiuWhm8ol1eN1TD0D+fLwWaYBJ1E0Pburk8BiMwswuoMrCB+wMnxE+zDUs0mAWrMRnADp4LmhBjPaIIQMPNtw2uaUTMUaMaCaIEgTGLH40AwSn6nUOuEO+853rW/wgbF/8Ykte+co+Td/IiRgEp3ih+hTxo0tgAYQQmqsnRAwZ5Re4Q/yQiQWO78Li15RXvKJPfv7zRl4+LGlGxOhCnFVEP/QCED9e58D7BDEim8UPeWWLH/rQNd/5zobq2addsBhPqAtcY7/73SmLHxyC8r/73cX/Q+Jnrp6hxY88uNXTiJ+dsYR0epG+GOOiyfBc/Heth10Ryzv46CydLHz33CNy661FY7HToWjoQ9CnYS06E2OYHc6cZ7iOvYoY7QGsPTzHLKsrTxnWFlj7kqUvIRYS6UuoFaYsfcWkyU4tAzffWDUYzNnxZNLIB9vR4jIOdg/5ZreS35lY2IkzsPNXTssuHWHEY6IL09qh+TAt8ShLmNbyI7xKLn9bfqZHuSyAvwkjX/InnLSEWVn4hGnJj3i2k01aq6+qssyWFrnUg5XFLiIhblgWQDyr83Ja07dTWcK0tN+o6tWjeeTvBNh7bxnW1T0XuTQ13to775Tem2+WdYccIhPKFlrkp+VqXXedjOqKfFQXXy1drOVl1rARTTOui7Q8XoVcwtA7bMOwLOwOh3VguvE7YegTpiWM+FX1Rxh1YGGk5f/Wj5HLb+WylOVS/nJa8jM9ys9AOa0hbP+Z6sDyI36rNaHr2FZu2fq7vyvOmUFMjj6auhpRQkY/GVKC1lLiNKpEbFT6+3uUqKzNz9xh8TvhBK6BhwitzQnYu9/dmrzVc3R0SElUQzl9S848s5GTtgUL1imZGdd1dVPjYi3tVcJHv8tUXqZEbJ186EO9cuyxQyqvofHHVd6IfPWrvbpOX6d/8162hq7dh1ROr7zrXY02CcQVa52cckqvXHTRkHzzm408bn//sGy3Xa8873mDSmCLBe8RRwzpv73y/OcPy6pVE3LaaQ2Vt1bl9aq8tXk5v/CF1iTxGxsbUrLXkJ12asq//mujfcaPq+kncovfuecOyfe/35fXBdwCvnDEEevk/e8v6u+oo1gpNpQ8Dymp65HTT2/kpG6rrcaVaCKvV4lfIz9+xtlAiCREdMmSIW3HqWcq7DvW78rjAH/P9DzaM8DvYX+izxCGDPoG45HJ4Lss18oy0zjA3536YlV+9H/C+J2w8jNQVZawzOHzuJ5cZfStp5+WJmf1Hn5YJrbfXoYOOEB6yU/LO66su0fHo6HDD5eGkkGuGBvmmbrqKlmL3Je9TEZVz1Edh1pKHIdUVq/+38pC+SiLPcsb8jyCcB6w/MK0YR3YGT2rcxDKLZelqj34zdrQ6tLyoywzjUlhWn4v98WwLGW51taEW1riIzNMS36mh5WFb/5flbZclnIdmNyw31EmK4vVAfHQk7B0pi8hFnzNEwkJmwjtcT0feBmU+TC4Ar7LYcQDhNnf/GZxZ0vL/+1vEMarCivnB2ZKazKq0obxyr/bdzme5Wd/A+JZ3DDM0pbzA+W0wPIO45V/C/8upwVh2k5h/N0grU6e+SElGMHzny9NbfymLhgauvBqcpPeUUdJc4898h110Gy7dDZ+4zekuXChLpU1PyWGOhtL85hjZiyL/c23/T5ZlvbHwoDFBWE8Cwu/y2kJK/8+W35hWsuvKq2F8W1hll8YZvG6TVuOBxHRoNzihTXr4x8X+cEP+G7ooq6I97/+V1P+4A/4bsittxZhS5Y05YwzGvLEEw15+9sLncbHm0qQGrlLKLde/vSn7MgXMgjDwPLWt4o8+yxhzdwy+JnPNHOr3Kc/XcTj8+d/3pLf+i2RP/uzltxxRxG29dbI406OpvzjPxZhY2Ot3ErGtigWv4suYne+KN9pp/H6hob87//dkDVrirCDD26pnIZ86UsNJbeUuaHjUFP+4i8a8rrXIa+ZG4Io23bbNXJ5t91WuJEW+Tbk1FMLWW9/O69vKMKo09NPb+WWuz//cxaNRfkOO6yZvwLjzDOb8pWvEEYdteSv/qqRWyH/5E+4K4QytJQkNnJrHx6IdiaQD7+RP6jqd+X+xKdTPPt9pvzCb4tXFWZpwzzLZQGhXMvHwvj/TGF8l9NaWBivSm5lPMYcfH1xEddFfIPNo/wXjc+ZPSx8Or60dt5ZGpAHSADmbEVLx6K8LHvtJc2ttpLGxRdLS3/XwGkyTK7J7hQ2U73wKesUxgu/w7+r4lmY5Vcl1+LZ3/ZdjjdTWj6hDAsvx+M7DLNwS2v/r0pbDrO/y2lBN/mBMJ6Frx9P+0IekpAQAVlCQo1wz70PZHfedXe2atWq/DM2NpaNj4+3f/XB6OhoNjEx0f6fD2LoscXKuOyyLLvyyvZ/VAaf++/Psh/+MMseeaQINFx1VZZdfHGWjYy0AxR33ZVl55yTaYdpB8wOdEAXT8Rojxh63Hlnlv3pn2bZAw8U/7/33iw76aQs+8Qniv8bPve5LHvJS7LsttvaAYq1a7Ps934vy/7mbzJ9xtqBigsvzLIXvjDLfvKTdkCGHqPZO96RZW960/SmRP7LX55lZ5zRDmjjM5/Jspe+NMvuvrsdoBgczLLf+q0s+4d/aAe0cd55hTy6joHy/O3fZtmb35xlq1e3AxWU/4QTsuyzn20HtPHJT2bZiSdO1QNYuTLL3vCGLPvnf24HZCg5kp199kR23HFZ9rOfFaGAZvrrv86y3//9LBsaagcqbr45y44/Psu++MV2QBsf/WhRz+Ej8OyzWfaa12TZi16UZU891Q50AOMh46I3vMde02NOMuh8P/3pVMe6555MGzTLnnyy+D+gMRm3Lr+chzAb008ugUY5//wiPmPVPCLGeJLmwu6BjDVr1uTrlEf0If3Vzbdp3bV/TEhwQnLvTKgVyhe56MCdf9uO23xDn6HcXQNXFNvB8wBuIp56ANxTdMLOdfGCucPMmx74DXJojDMy7TyH771Xxq+9VnoJ42pEgOnXXrzO7Xp9fUU4Z2gwfxA2hwsUdHGTu+zg4uOFGO2BDuiCu5EXMHycfXbx6gDuqeAcGWfgOHvGb3a5C2f92PjmjB/n4Tgrh+q4QnKLJWcCOQ9HHKx6WPKwinHpyl57jWpdjciJJ/ZNXu5CuuJ1DsWlJaedtv4ZP1U9P/tHV+GMH9XAOcGq1zng4smZwvByF8pTvM6hODvH5S72OgfypdtVnfFDfzsGNv1yF9zd1soBB/TK8uWNXL/wdQ7IsFs9+ZvuRz1Vvc4BneyMn10mQ/moZ4zdyOX4mAfCcbGwZsw/TAZjidfYazJ4PrrWg0qmcW+4obgkitfE0EDtM3w6KRUHVoE2UqblH9KO2HryycIL4cADi3OAHMKkg1q6jYS5J3qNJzHaA8z7HFIBc+/0HHtpDyV+qkczXeSSEA2J9CXUCuWLXAYGBlwHbiYfFv6ekxxg0eGpB4ghg7qat8kaXznepccKmtU9eOgh6b3pJull1R0SPru0xV7LAGAcLL4OOGAqbpdAB0/CB2K0B/l7Ej6gvDI/y0dVv/KVRfWzJuZSEW63DImfXe5iRIz1Lmto3BXtPX4QMRZGBdkrXuewfHlL9t23aA/OyHG5C5ezFK9zKAgdTV/1OgddQ+aEEN4PQaQrIQ/iWH6dAzKnX+5SlIcLXykf7plUJ+Wm/BAx1vjhrZ7oa+/Vs8tdkFe8wJ1zgqqwNHJyyXv10A/XWGQb8eNM3ne+M/11DuTNZTI8XnZ3CGVgX+NjH5u63IVbRdn/QL73RS5ehA/EGHs3WA86EQ1Dhw0vkKJzE0Z+7ERoY5Fz3zPPSJNGOeigoqFpRBofhs/OAB1zI+E9nsRoD4AMT8IHYs23EGU2ptNFLgmxkEhfQq1QvsiFnTTgOUnwOgXy95zsYlj62EH13t1EDya6jdbDLHSwBVu58loGDePSljFdZPUwexrhY8cdcqgLhhyYXLgPn5U1JqM5AguZHfr3Qoz2sMsEPPV44omCny9ZUtxCySsFIDoQkNksfqyLIVA0G1a18nv8IF8QP87FGQkkHCIG8YO4EZd1MwQLEoSlLSR+GGGwAEIIIUKsryGayJtu8RvT/Idk9937cnlGxJBHXNbyX/taQRLtshWIWPl1DuhJ94PwGvEzix/Ej+Ol4esc2I9glmZvwix+kMRLLhH55jenLH4QP3Si3ugyVa9zgBATl7eaeN7eSb+1i2HmTJjmAO+x1/TgGZyzHtawDz5YdBTGIjovaBO+HLwXlF0DCJ/tJIC77kLBwlzLroVtbG0g5m3snQGx5kLgqYdZ4TzHXsZ35pFms5UuckmIhkT6EmqFKUtfQfr6dfXmPQkZGfNc3MSU4b1Tu9Eynn22WGGzSOL+foALFat8Vr3LlxeXuVBX5tIZEj4WUtz0yarcVv4bAHRAFy/EaA9kkL+nDAgHt9djhcIwy3vjIEmsYVkX4/YJEYMIQZKAuURCYCBJs73OAQJW9QJ3s/hBkiByrJ0hneXXOfCNRZJw1uPEY72OvJD4TUw0Ze+9W/kavsriR7koHy+ap7z2Ogf0AKGrJ0QXC2P4And0Kix+04kfhiLkhUQTedQr7/FDHrydNwRg5Oayliri96lPFa+gvP32Qk8v0gesX8UYszxloMMGy2CMefxxkcceE3n00YL9h4SPHRHGKBolJHxsaJEGlk7H4P+wfxvDNgAxnvUY7QFiyfCuKzYVRLKc/CVLX0IMJNKXUCsY6VvcJn22Q+s5eDNwk7/nJBRLRoy62igZWG5ZWeP6xGEnAOHjIBe+ero6nmBHHdLHi9cgfJhTbLGEL9+Pf1ys6mEbGwh2zL13zWO0BzoATxm8F46bL3EvxL0TSxbEBkIF8TOLHwQI4he6etLdIWK4XtJk5uqJRY1uALGj6HvsMS577TUm//Zvrfw1i2WLH8SPvyFyEB1IUNUL3CF+EFAjYsSHiBXv8cu0yxRtTv7LlxcWuE5n/Pib8mI5RCeIH9UdWvzYf8DiR1ekHhYuzDTdSH775803F69dAJA9CB3v5gvP+EH2MFjj6mkWP4gmjwIkGyIYEj+Ov6I3hPBVr+I9psVvHqjTuLjBMkhDR+GaVhobEkfDAbwV2ha+Ee203EScS4DgYf3joeABocPyYMDU6WiWfo6IMZ7Uqc2Bd12ZJ1IifQmxkEhfQq1Qdu+0ic5zcY6bBuTSc4LA3YT8PfXA1Q8S4O1OuFHtwUqflbj5AIaEr231GxkflwldTPWwog8vbYEAQvg4ZMVqeSPqksmaj6dbZIz2wLWTMyWeeuCdRrNBuiAZEBksWRA/SBuGDAgWRKvqjB9ECQJTtvjh6gnBKix+Y7oeHpN99+3NLWJG/ABysdRB3IhL94FAshcAAYLo0X0AxA/XzzLRJI8vf3lcrrhiOH9BO4DsmcUPI01o8aNclM+IH+XGwMMZP/QJLX6s5ylH4eqZafmGtV565fOfb0yz+OGFbBY//kZHgAxcPSF+EGKz+EHyIInIP+SQIi6urBjK8Xj+7d92eQd4DvotY5a3e6f32DsvepCOBmGsonFg91j4IHxtC986fdZb+luTy1+M8PFgAFzTefcf4xedxbwb5gj0qMNcuNFzSBeAhLF28J4LmUPSRS4JMZFIX0KtUHbvXKyrTM/JAaTD690DGRusByYiGATsgPo2l86A8LGi7tGwHlbuoUsn/4fw8f3qV2/0+Rh08CRKIEZ7kL+3HlQ5t1PSRGacNeJHuBExI36c8YOYhMQPQJggTnjMQWS4NAWLX3HGD3ev3pyEQb44c2cvcAehq6cRMSxwELvy5S58s19gt2wSj/KdckpTiVzftMtdQoufET/CIaXm6ok8uiHlRicIJYaE8HIX1vKcuTv+eN4Z2Kfr/UaejgtwwjN+WPwwciPPiB+PAnG53AVXTyN+EE3ytvfy2eUu1BHcwtO9k0X5Bl2AMkd4j73zpgcdgEOtVDyNz3m9/fef3Cno0wZrmoUP9m+ED6KHDy+NDovH2reBN3pu1NjbJWLMhTH0YFyMMReC8fGxdJFLQjQk0pdQK0xZ+opXNrBbx26t1yRhO8Hk77nAYQeV/L13UKkvzwmVutqg9mCxw4EwVqqswLm0BQsfK/SA8GHCGF65UsZ1Nd/Dyh6wU84ZPs7UwBQ2YMFUBhYyPp4LgxjtwY6294UFeLWdc07xgajgoQYgMjfdNN3iBwmBaEH8IELlM34QP7P4sWbCqlZc7jKqhKloD9bRdsbPztzxaBIXj1+IH/Lg/RA61tIQPIheSPwgghBCuhwWv76+cSVzw/LFL/bmBJL8gFn8kMf5OztzB/GDkFI+/jaLnxE/uqvpRRgWzg99aEKe97x1Gq+l3byRl9PO+OEZCOyMH8S2/DoHs/gZ0bTLXag36gtXT872QRBxKfUiffRbnnXaw2tctLGXMdFrXDQ95mV8ZyOSRqHyYeBmigaQQax/oYWPBwfCx1k+TLXoSAdiN4G/5ziObfDY2yVitAdABtjS50JkFBe5NNNFLgnRkEhfQq0weaZv8aJ8UcWgzcdrgmAhYItmT9KHC573ZGoyPCe6wp1lju1x553Fzjg74LxY7KGHKi189lqGCSV8DV1ht2gPFk6shEkD4TOfuI0ECxwWBZ5kKUZ7oAO6eOrBPRY031veUlizIFB2YSpExs744XELMcLix/k/XB4hfqHFT4u7nsWPdF/9aiaXXz4hJ5/Mc1gQL8ieuXqWLX5czhK+zoG1NkSsTPz4P+UoLH64Xo6rvF4lftPf48f6HfKFvJBoQsTKr3Ng3Q7R5Iwf+pRv9fzAB8aUEPcqIWvk63/0w+J3yy3rW/zM1RN9eaTM4he+zgHPQsgzrp6413IL6PnnF3XsRfqA97hoY6/n+A6QgVVmXvSgwtltwEvBzLRm4cPMXbbwQfjsUCbgYcLbgfOAdF4eli7BeIIOXuNJzPYgf08ZjIvAc+ylPZBDt0qkLyEWEulLqBXK7p0LdYJlcvBaeAAmBvL3lGGTnLcem50MFjis0ll1s2CawcJnr2VoLliQE74GK2hW3OTByprV7jyB8nsT/RjtQf7Wf73ARS6QjP/9vwuDBRYqLFUQF2CunhAbs/hx7AmOP9PrHCBOED/Wvief3JBvfrNHrryycIskDsQLslf1OgcIm73AHcMxFj+IZPl1DnzjTYfF74UvbGi8lhLNRp4O4ojlMLT4sY5nRuXvqstdiAtRpdzoRL5036kzfg1d77fkQx9qts/4FeUjHcQYy2ho8eMRKFv8cO/kchdcPSGdZvHjPB+X5XCZC5wC11Yv0kd/sv7rCe9nxEUPGp+bOfkwNj39dL5RRcfPtWAcg/DxkISEj/eewPwZC+lodGKYPx2qC8QYT+oig/yR462HEb/k3pkQC4n0JdQKZfdOXPCAlyUDK4m9x2leFwYl8P4j9GGi8ALvP/K2XlFXoCsZsAVWywceWCyAzMLHSpz/G0rv4Vs7NiZjupjqJS6LKlb/uFPNY93hloObEWdYvBCjPczFyFMPmuDyywtSxVs2OMoEUWG9CnEB5urJGT8IDsYQCA8uiHarZ+jqyUY8Fj/CClfPEU23Tr71rb7cpRKiBSBekD3kcfYutPixZoa4EZd1MxY/jC0QsdDih0EZIvi+940rcRpSAtWfEzEIFa6idDMjfshiPR66lgJ+p1y8Vw9SRnVTbtb601/nMKFkcFCefbZXCW9jkvhBhMmD+gkvd4E4YwxCP/4OXUt5r3fZ4sfrHNCPR+t3f3fKsDTfoN96v6fPxl4jAR5w04PGwIPhvvsk08Ya1Lyb2kgtxjEelrKFD8LHDaDsdLBDwQPCeIarJ3HpkLPA3tPnPRd6tgdAhvdcyHEKCJmdu/MA7VEcEWili1wSoiGRvoRaYcrSV6xmuMjFc9HM5BPj8DoyPPUATHCekxwg/670wBzBggaGwErdLHxVLp0slNqED/QoQe698UZpQPgxGWFSmWe90GHeF4IlxGiPGHrQlBdcUJAr7rKAFEH2mHlYrxrxw4IFocGiZcTPXufArZ7h5S7mEjl1y2aPrnt7c4ufvc6BPFAL8sUHeVUWP4gbJIl1MwSLdbXd6hla/MbGmlqOPiWGjUkLHASuk6unETGz+BEX4kf5QqKJTlOvc6Ad+jSsmRNdCC8Er3idQ1FOO+NnxI/6s8tdeFzMa7DqdQ7wBQzeGMAhg7SHB2KMiybDc/HvpgdlZhx76ilpaP59O+xQEL4ql04I3623Tpm2wdhYccaZbyyGhM9i8et67N1AxGgP4K0HsHHRE5Y/5DJZ+hJiIZG+hFqh6iIX4DURsbvJjh2TBPK8wM4j8JxQY13kAmaUAUtgdcxhJVbNED7MKSHhAxWEj7TDmnZcF2n5wgALn8O99OzQYiHzXBjU5SIXuPd//Vdx6zxEBEC+cEmEGJVdPassfljgIEA0d9niB2E64ohRWbYMi2VvTnAgVhAbs/iZq6ed8YOYAWTQjb7ylSniZ2f8sIhRdrodOPLIMSVi67Qcffn6m3iss8mD9HRRLIgAWeiIfsiC+AHi2q2eyCM9Fj+soFguGbsOP5xnvSd39bQXuFMe6oH6QAb1E97qCfGDK2BhtFs9ATIgfmedVdQF3RVySVk93Tvpt4xZPB9e46KNvTwfnpY+ew3BvOvBM6dsPtMOv1b1aNx5pzRh7yHhu+eewsJX7GwUYRA9xkcakg7AQ8BDQ0eagfjFuMjFuz1AV3PIRoKxFzLmOS4ig3mEukpn+hJiIZG+hFqhfJELgzaDqtckxELAJlJP0meLf8/JFBmedQWoqxllYF7BL41VrBE+zCidLHz4vwWEj7iZLn6azz4rLRZPtjM+z0AP2ttz4RGrPYCnHtw5AUHh7oobbyxcNlEJaxjNDDHqZPHDOgYRg5y8+MUFASqf8WPN++//nilxamhzc+auuDQF1028gyFaPJpm8YMYmcUPQIw4m0d85JEeixjr7LKrJ3LXreuZ9gJ3iBjpvvCFwhhN+ZFH/nRZZtjyGT/W7FWvc+B9hBMTmXZ3FpuNPAwLJ5ZOs/jhkom8z3xmfeKH12DZ4ocMu9UT6x5rZs5Yks6L9AHvcTHW2IsMF9IHOMenjTqhDdKjnaRh79UAoYWvTPggI4RTJjorYx9MHsbfYbxAD8/xJGZ7IMN7XEQHz3GR8R1iSVUl0pcQC4n0JdQKU6SvsO706wrOexIibyagOsiwjxdm1EMnwNwMwg2d3PjBKxZYyLDiDi18V19d3EQRWvg4pAQRVCbR0L+bu+wiDTtQ5YAZ9ZgnkLd9vBBDD0gfpApC89Ofilx4YUFaEAn5wt0QIkYTly1+n/3s1OUuEBSavPw6h8LVsyHve19TjjmmkRs8sGhB9rg1s2zxgxxVnbmz1znwt1n8IH7TX+fQ0O9m/n9cS+11DhBF0pXP+KEPOmJhRC5/o7cRv/IL3F/wAvQo2sQud4H4cQmtvTfQXEvN4he6erLmx3IKkQ4vdzHix6sqqTd0JS/Pi1ysb3nCu/9G0WNgIL9tuPn009LA0kfnNQufXVMLQsLH4UwjJLzqgfPO1AHjIDsoFeX1riuQZHQP8ob48RkZGU2kLyEKEulLqBWmSF/h3onrGvBy02BHkIPlZlH0QqzD60xAni4t6AHWk4G5BsLHjMdCx1w6WdGXLXwQvrKFj5U9q9wVK2SdtsO4ksZex/bALRL3HM6weCFGe5iLkaebKutQzvRhZXrta4tbJXmtABY2msgsfhAxLFUQF2AWPyxoZvGD8JjFbzrxG9H/D8vpp/fl62HWycQnHa6eocUP4mUWP2RjhQPh5S64odK0EDrIEWf81q0bV8KH62V/TgDxuIaIQQztbg3kQfzKZ/y4RAZ5kEw+lIPfKRcWP+qGJli6dEIOPXRI5dEejUnih55089NPLyyMkDWz+EGMyy9wpx4hfubqST1T33AGygfJ5P9eZ/rot7j6ebt3el8cEk0P7dgtNqsY9wAWPjqyWfhsQ4yxoEz4GPvYOcEbAh9qXv8A8y+VFz2Q5T0XelvhYsyFuJB6X+TC+M48wkUuw+kil4RISKQvoVYoX+SyRFc1notmJh+siZ6THDCLpSeY4DzrCkCS1pNhCxoAmeNdVKyaqwgfJo8qwoc/GyxAP70veIH0OuuBDp6ED8RoD/L3XNgAbu+E3PBeOMgRVidcDSF+EB8eHYgYxI/ZqHzGD+JXtvhBtHB5pDsUxK9H18J9+d6BvceP9TJNhDw74wfRYVFl5AtiZBY/wikPVjAuZ+FviCNlZp39wQ82tav2ty2LxSsQcJWEEBrxg0yRrmzxg1hCMJFnFj/0pmxc1kj5iMvrIHbZpV91auSupcCIH2UoXuA+RfzM4lcmfpA9DD7I4/JbSCfykEFbUKe/93tFfXrAxkUvogRijL3R9IAoYeXDwgfhY8eDHQ5QdukMCR9jIm7sMHvKyDcNDPGzsDYqx955RIz2ALEui/EeF8kfopwuckmIiUT6EmqF8kUu9soGr0miTrubMS19k3qwSjcLH2QOl04WMp0ubSkTPhY4ED5+Y6Gjq++12iZjztYrdmi9X9lQF0sfTYMbI+QF8mFEDOLH8c3Q1RNjLa6QocXPiB9n/EiHRQ2CRTiWNvJ/3vOwvK7T7ynih1uk3W1hxI/uwt8AoocVDnmdLH6UjfRYDl/0ojH5p38a0hh9efcEWPyM+BnRhIghA+LIGT/yA0b8kGekE5gFjtc5vOIVnN0dVP17tCs35D3vKeomdPU04sejAC+AuJFH1a2eEL/QtRQcfHBRLogjZwQ9QL/lWadfeRGmGGOv6cEz6KnHkMpoal3hlp6Pa5xt5iGgM7MrwHgZEj42xhgTcYO3hgU33ACbKDoNYyljaLvcWPo8x5O6zYXeF7mYpa/ZbKUzfQnRkEhfQq1QvsjFLGRekxCTDx/y91oUAJPhOZnaRBpNRtnCx9XjrLY7XdoSnuHjdgtW8DADVt0sgvidXXn92VsPQP6eC49Y7UH+njJoHkjfuecWrpkQNpoRF0pcPTlrhgWKIkCKsPK9+93TL3eByGDJCm/1hLDQ5Lh60h1e+EJ0aOWWOLoNZ+743Sxw5upJlyMPVT238vF517uKtTMkkHB+N4sfhMpcS489ltc2tHKd7HIXvjnjB/FDP7PAGfErW/wgvsjjb2Qjj7JB/CjfiSdiMWkpgSwucilu9bSziwXxw6jN2Uasp9QD9YEMiB9nITEUAeoP7oA8O+OH5RVZZi30gvUr+pgHyNf6r5cMQP48h956tNADwkbHv/32gt0/+GARCVOy/p7DLHxlwkdH4wAtnZ6OTFrGVCyI5K1RPMcT08O7PUyGlx4glgxIuD7difQlREMifQm1QvkiF3aavSchdjjrIgN4TnS5HuyaM9mFhI9d6bJLJzDCx6KHlTvgkBhpWcWySLrrrmIFy0pbgQybtL3hXVdgS9cDPs4rxbCEffKTxVoVIkLTQaiw+PF6svLrHDgDV3b1rHqdA93nwx9uajdp5S6XAMsYewq8zsEsfhBN5FVd7sIaGXl4xPE3QIZZ/Pib7rXjjllOLu09fmWLH0TTLlskPulw9Sxb/JATnvEDxL3iioZ861utNvEryk29oQdNZJc74tIK0e3mdQ7m6ok8Xo7P3z/5SXGLqifpizVm1U4G1iU6PhdW4dpJQ5rsThY+CB9snoehPQ7mnQJTOmegle1PQPg0OLXH7EAG+SPHC8jAmqh/JdKXEA2J9CXUCuWLXIorkf1cQRi4cZvBDcRzgkCGpx7A3uPk6tIyPJwTvhYLGma30MJXdYYPwkec0MKHmQJWoG2cr6ZZ6Qd+avaOJU+XRXtPn6d7Z4z2oK647MizruDo3Nj5jncUr0zEisf5NCNivF4B18ayxQ8rFWfSMFSYxS98nQOkjfUta1s4P0Ss+nUOxZ4BRAwihTzeq4ehGHl0QzvXZ8TPXD353YjfSScxlqzVcvfn+UHwsPCFFj+IHy6ndFkjYlzS0ul1DugHqTWLHzrhzVd+nQNEsnidw/oWP4gfBI5HwC534XUO1FPZ4keZsXxiLCJPL9Jn4yLPh9fi3GR4Wq9MhrebKq5+0/TgmaehGBtpVG7cMQsf/rl0GENI+OhwgHGTDs44SSd96CFZywPHeOI8F3q2B6CuvOfCGHMI4ztjL3WVSF9CLCTSl1ArlC9ygfx5Tg5MPnU6vO5JMECf1lNO+Fi9hoSPFTO72wZ868zCZ8QqJHwsglgAYWqBFQRAD8/JGtAWnoQPxGgP8veuK9ajGBwwWEBUIBoQFbg6RAwVX/MakbPPLixwZtjAkAHBgahAAm2dy+/33lsQN8gOxI88IWhYEiFedgaO9KyZcYVENuto1H31q4sXlrNeJg8A6eNODEgipAyZgHy5Pf+b32zq3/05cSQfCNXHPlZ0ZXufNt0YfT7ykSlSRTdBHsQWIoYLKIDsYXnDioc1zo5fQdo4mkX5kEF5IX64cn70o/S9Ih3A4of8//zP4lGB+FEfr3xl4Sp6552FJRAggw/ydN0sb3hDQcI9YOOiF1ECMcbeWHowlqynB5tadF5ebkmn5pIXbuUJLXzsJPCA0chG+NgJYOeA8ZSOQsd6+GHpe/xx6aFTO+kSoz1ArLnQe1wkf4jyxMR4usglIRoS6UuoFaYucilWMwyqTEZ8Y51hkcsOGxMTO3nstDGBWBhgl494fBssLEwb5kceyLB4WIH4f5iWb8qCH3+5LOV4hnJa8iyueV4/LWUgX/InrqW1spTTEof0Vn7qgrSEhXINFtZNWivLZB3od4/+P1/VA0wzbZfOEV0xTyxfnrseDVMvuhIfWblSMkihLiKGNd+eVatk+KKLcsLX3GorWacsoqWsYVwXNmOqE/Jm0sPqwMrMt7V/WOaZ6qCcttz+pCU8zM/aw8rXqf2r0lpZwrToUE47U1n4m/xmSktck1GWa7oD/p5Nbpgfdd5sZrJqVVO+9a1i/cptm6xFb7mlePE559uefrp4cTtcHisZ61iMEhA7SAlF+Pu/L17fqOLycG6oxxrGmUDWsbymTIsgO+5YxOVv7Tr5OhnL3S9/WVx+QlyOPbHXwP0/EEpcISFV5IsMyvj2txeEFHLELfjIg2R+73tFmTkuperlcZBHuSB3yGNNzn4EBA153C+EkQaSh7XujjuKdMSFpHFvB1ZQyjA0NCUP6+CPflTIe+CBwl2V+H/3d7nBRuu9yAOCinvsJz5RyMYDEB2Rx+yOay1WR+JCQikPdfyWt8ATuJp+qm+H7W99kfat6gcWVk5LH7C0YX70QUtb9TxWpaV/dSpLmLaqL5b1CPPj7zAtcS2sKq2VuSrtXJ8pwmZ7Hk1uSxtuTFn8xCWXSGvvvWWYTku9aXqz8K075hhp6oOCo+CodqYeHWPX6QPUOuywPK9xldnSfIfZMKPely2TEU3f026P2cYkymx1Dqw+Qj3CeaVcL9bWYVrLb7YxydKGfadTWcpy+a5qw6qylNtjQ9JaHZDW6o1yhe1fzo+4uW76d7L0JcRAQztr0YsTEmqAe+97UAfcUdlpma7+FAy4tmPHALtw4cLcBYUdSQZhBmf+JozfAO4jAzqJEmbuSQzUi3TVGqYlPwtb0D5HQVrCiI9sG+QtHvnxyDEJkIb4tjvK78RjomBSIL2VhW/Tg8kiLAvlC+Xyf+KSDzpZWQgP09qOqcnlN+IgO5TL/6v0KKcFhFsY8UnXo2HrdNW7UBcpDVadmEBYBWPxO+ooWacr9Ya2Q5+WeUjJ3CL9e/j5z88XMixM1mrcAU07pKv3Xl0B9+oKd1AXPwt1EQThoy2sDcOylOuAslj5qHubiKvShnpYe5AfYdb+9B3y4TY5ZFTlZ+1hYeRbbn++6UuEl8tCWisL34Bwfje5tkginzAt+ZmMTn3H9DC55EdZgIWRttz+/Eb+5bJYHSCXeuvra+h3v/z3f4vcfXdBxDSr/Ns811BLs8rDNLvccAFJAaq+5lsQFdJpl9D8C+sXoBvRpfgNqNjcxVNF5wSJuKE80pPW5KlKOekiDxDK0+6dl8/k8RvyyJc8yYO4GKDJx+SRjvgmL9SPchEf/QgzeeSrXSyXRzh/A9OPeIC4lJcmgqCW5WEcCvVDHvVBHiaPskOE//APiYvbeGHVoA2t74CqZyAck/iNODYOlJ8B4hFm+ZWfR9LZM9XpGZgcQ1S2yeU7fB5JW34Gwn4c6lF+HvkOnwHytrJYWsKsDsIxhPgzPQOhHlYHFkYeADnIM7nrpaX+aLQHH5T+226TISVyvUraeiF87JYcd5wMaj0u0PwmtKHHLrpIFu67rwzqZ6HWD2+pnbj1VlmAe6eOmT2aT2PNGhl53vNk0fbbT5YFPaz+wjoIx5BO8wCwOiCM+NYe1IfVG+mt/a0/leck9Lb2IJ8wLWWYaU4qtwe/AfoJaSyMfjebHvxG2ayPhWmrnoFy2nI/5jdQfgYIpyyrVq+WZ55ZJQcesH/+jCYkeCGRvoRawUjfsh2X5v/HvRMwgHuBR8gzf2CPqbceYN5lsErlfMkee8jEAQdI4+GHpYGpITzDByCBOklOc+m0tByy4mASN1BgzmDHuwO26LoKUBcZKqX9aTMzF9RFBlAmVwM96Fu+/erXTAY+xjB7dgw4KMvmmRKjHJincenELGy+v4BLrjAta9wMn2Tk8B5AwvCTZqdiHlGn9gCecpABeRwfH9PmG5QVifQlRID37JWQsEnAYM2H3VfbZfMAA/fq1avznUlPrNFJ3XafvcCuJLuP8wo7h4evmRK+oXvvlRFcPMuvZYDwaVtVnuGD8HGg64ILCv+9GQgfYCLl4wn6FH3LEy7tUQL5I8cTo6PFosYTo6Mj7noUizNdXDsC13Rk8O0FW2R6AmsN4yLfXrCxF4uSF2Lp0dX4jv8zJluusOXwqBE+xiH8exlPy4SPVz9wa5ISviEsS+vWFT7LCxcWPsiq23whRnsA7zkdMH9gkfME45VZ+gqKmZDgj2TpS6gVypY+XDCMAHrBHqEkowQOE3FzBYsVSN8jj0jWvrSlEV7aYoSPywhCCx+ED4LHDRuc52On2q4unAGpPeYG5GzpMlJdzQ11kgE85Wx2dQXpw7WT8RLywy1JWPi41dNghI9NtLav9ISSscbll0ujv7+wEuJvTTzShR4XG4FY7QHqICNZ+hJiI1n6EmoJGzjZSfPeeWRH0CYJLyDD25pIXc2LNZFycv0gN2TwYrE24ePigeFDD5UxI3zUmRE+Lm0pW/hw58SVcw6ED6CDt1WUPuVthZu39pgB5O+9a06/9d41j9EeMfTAooQMT8tSTD1ijIuedRWjPQAyuh7feUcfFr9LLy2sdYyRIeHjylYIHy94tMOx+pw3IXyMsfZOEzwouDHpnHOKsXoedIxRVzzn3nNhjDnE1iaNRrL0JcRDIn0JtUS41vDepY2BWDpstByd9PMXp7MTzQ2dXF/ILZ1cPIBL5+6755e25GDBAuFjN7q3twjDwsfZFKyDWPh4edscCF8sbDHtsZnAW4+61dOWXl8x28NT1mbbHryThJt8GC/ZHDPYGT4IH+MmgLywiWYWvmZ72cc1r9yaxDtEuO6Vs9PzsEEas+23dBR1lUmqsYRYSO6dCbXCpnDvZGcTv3xPICOGHhslg0UE5I776HkJG3XCXfxc2sIiZfny/IoKHXSkwXv4OB+Fhc8In1n4cOlkJxsrIO/gs5eudQnbafZsE4ZNPp4yYrR5DD2SjLnBezypix4gxjOyWeuB+zxjLBtqbKDxLhSInRE+SBxjqo6x4zomN7j1EhlcCMMYjNUQS6H2h/z/5IXbKBbADUCs9oghA3i2OzIKC29y70yIB9+RLCFhE8EmBTss7QUWTxws93Y3QYa3uwkT0Aa7yOFSxE4xhA33ISbLtktnbqXjzIkiv0yAeBC+0MIXEj5uXMVaiPvRHAkfQIcYrpfeF4dsVHt0CfJHjidwYfK+9CZGe/CMe+vBQhAZtuj0QIz2iKFHjLF3s9cDt07GSc714VLPJlpo4cNrgjFWieA6zX8Ucsf7SCB4uN5D+ABMA0sgwAMDi+EcEWsu5Dn3ngtjzCGMu4xbEMtkeUmIhWTpS6gVql7Z4LkjCHiE6iIDzEkOO8kQO64Qf/7zpxYcZuErv5bBbowLz/DZpS24dEL4sPCxcx1e9vJriA1qjw1AXfpvDNSlrpKM7rFFyHjoIZFf/rLwsMA7gnEZwscYy+2dbWLRMAsfhA/XewMXbLHxhku+Erd8nN5hB5FDDy1eBNklYtRVXUBdQfzGxkaTpS8hGpKlL6GWsIGT27G8dwXZefTe3YyhBzubc7KKQtY4c4el6PjjpwgfFr4y4dMJDjK39qmnZJTzJuGlLVj1jPCx2CDdRhC+GLu0tIX3ayHm3B4bAPL3rissS951FaM90MPbmohFCRmelqUY7WF6sLD1hPfYG6M9AO1Bu2ww8KRgo4wNuPvvL0gcY2xwhq+B+z2EDyJXJnyM5eZ5gWs9pJBwLtFiQ69LeLcHoK7qYOkjf/RIF7kkxEQifQm1hK01ejjD4OiXD+oio9Vq5Z9ZwWTIteE/+pHIkiXFRQD2zihz6QzfwwdYbKxZIy2N2+QdUcAsfObSaYRvI68Pp56864r8u6qrjUDX7bERiKEHO//0X0/E0AMZ3npYXXlaS2K0RwwZIFZdecoAyNjoMYuNMt7fxzv7Vq0qLnOxcocWvt13L8IAxA5Sxzk+G8NJy/iONwZjMZtynB3sggTFqCue842uq1kQYzyZ0iNLF7kkRIPvk5OQsInBwBpjEvIGk4O3HsiYcTJld/Xee0XOP7+w8GGds+u/AYSPRURoqWtb+MylE8KXa8HCgrN95GEvCt5IC59hVj3mAbSFt4wYetSlrmLJiPGse8uIUVcg1tgbQ4Y3aI950WPZMpGXvKR4bQ4un6Bt4Rs76CAZL1v4IHy4dBrh46w1bqG4iDI2H3BAsal3zz0i3/9+8T2DRTJGe8xbXc2AmDKcjeEJCdPgP/InJGwCMJjyKXzmN8JtZhbgvoS7ibf7j7ceYEZ3QhYQXBYA6cM1jF1gdpUNnSx8kDnOiLRfvD6si5Exrge/6qrCwkdekD/ymqczfOjg7RZJW8Rw//HWA/cibz1w94pxWUwMPbzdIm088XSLjNEeMcZFk+HpThijPcib9pg3PRh/uQALUocnxa235uPriBK+yTmE3/C0YFy2C1zYiMNKyOUuShAn8cQTxeshsBLiOnrxxQWRLCFGewCec++5kHE3hgspejSbSvzaYQkJ3kgXuSTUCuWLXJbgfpiw4cBCx61wOpnn74OC/OGKyQLAdkK5tKVM+BhWIHzsHLOTbLd08n/C2ZHmbz6k4xxJQkJCQsL8gPPSbNRh1T35ZMxwRbgRPjbujPAxzmPhwxIYEj5e8n733VMvemdc5/9s2kEO8c4YGGhHTpgrIPujoyM6DaaLXBLiIFn6EmqNGLuCDNx1sPSNjI/L5N4mL1eH7F16qcjWWxeH/LHm4QbELrLNTHZpC5a6KgsfCwsjfKtWyfDPfiZjEHG7HADXoXkmfHWx9MXYbSZ/77qKYVmK0R6xLGTI8NyLrYseABne1sRYesy7hYxx+xWvKDbYLr5Yhh9+WEYZqyGDoYXPCB9n/ULCx0veeXWDET5AGfHU2Gef4jw3bv68GxASqVin9eQ7E9bH0mcyvN1IExJCJNKXUEvYOMqCwHvCro0MJWnZjTcWRI/dYKx7TPi8wJf/s1OMVc5gFr7yWbySS2cOFhYaPqGLhoxFAzd9ch7Q4bIH6sm7rsjfm+jHaPMYetRFBoilh2e71609YtSVpwzgVleM2e0NuQy3TNzz2YizM3yMy7h0YuE78MAiDPDeVQgfY7gRPkgQcQFjN94e3A56330i556b/zah80FGno6I0R4x+u+UHsm9MyEekntnQq2wSd7T1/72lJI/pqrHvMuAnHFmY8UKyZjkuX0NYgeJYyeYiQ8SyGUrvO/JEF7a0n7xuhZyyqWThYURPsgjO8nIWLpUGpBI3gG1hYM28exbNjS7919nPUCS0T2SjO6RZHSP7MknpYGlT8fgfNweGirGdix8IeHDwgfpw7vDCB/eAJwPZB6A8FlZ8QhhHuDSl2ZTsgcflAbj/6JFxRyClZG/5xEx5luAHE8ZtDkW3vSevoSYSKQvoVYw0rfTsh3bIXgX9ip/abuydAseCz6MwHzCx4S/OSfBn0qK1ujAvWjBAmlZXABZsnTtuJ3ymBbX8ijFXa2TLjq0adQUupHHt5YxD8cFjuu7AZMzkzbulc88I4NKylqnnCILbKLHhYYzIUza4URvL143cmjglk7yDF2HIHznnSeiCw4WGmv23196Nb9+xxvxuEwALLRXQzgAFyNcc9hU8MKgEnJuw1tgu/IOMLeyAcdzOdQTcjzP18ZoD1zK6FueerD7T7vTHl43bMZojxh6sHRZo+MNz7nX6yHqogcY1Hbv0Xbv5yXu5tLNuTxcNQ2QPSN85nav6fJNO8YhNv5sHnj00amNPyyJGrRGn5GFSiR7mGdwL2U+4CZQxhfmEzb7mBsY/xmfbY4C/F2euwwmk7pSHfp0Tu+zuuqURxfzaqe4a9vuowtDGbOVbY6gX/Es9vb2yLOrVusUnEhfgj8S6UuoFaosfWBOu6i8k4gzCliqmJwgEXzboM83j41OPkxgE5p3/gtxmOz4jXNsfCOXD3mQn5WDuEymnJEg3OKSN/mG8vRvFuZNnagbZj0DTEjEBaE80rGLa8SrPYHlZYDk7blnEZ94/I2l78EHJYPE6USdl5BFARN9mfB1svC138M3zaWTsp1zTpE/14jvt19eVzroaHbt/BxgQ5q3DD5eC0EQSw9Qh7qqgwwA0Uh6dIc6yeAZdH0OVYYqIg2+Oa8NueOSrZ13LiJUneEzwle28Bnhw8XTXgOhfQr3ziZzD6SROsPVk/mUfPfaK4+Tz23Me8xL5Gt5WjhzT6d5Tv/O5xD0IK+5zKvEJS9ry1Aec2UQN2MeR4bFtW/KEZaNPEjPZ8cdp1tMZwHPYHHb6ZhOncnSlxAH7Z6ckFAv2AQ650PfxGVCY3eSyYxBnv8zoHNRCR9+4xZLjZvtsosML10qE8RlQuF8AzukWMCISzhn2LgOm8mVcMgSu6DEZfeUMD7EZWJCHm4xJk9lt1RePlnzf4vLRPTAA8X5uFAeJIvJlnIik91cbt5EN1wrmbwhbUzYWOCY/PX/IwMDMooMJjBceaoIn93SaYQPQPiQx0RvEyIE8OyzC33+x/8oXs+g+Yzo/2Mcwve+nAQdvGXEuEyA/L31YMPC+5KVGO3BwtxbD5PBtxditIfpwcLWC+SNjHm/ACVAjPYwPTxlgGF9PsYYT5g3GP/ZoMNjgzmEVzHwKbt0moWvivBxoRfzTRuZhg3r3DNOXMgQ8ZHFHAqRxOUfmchgM3bFiunzKm6nlAWE8xx9iHCshBo+onPjOL/x2ggIJn9bXCyKzKvkH4Yz/zIPMycSxvy1/faFzpQxjKsYueceGaUerGz8ht7MZ8ypfIgLaaVsyGUunUNfZLxi3Go0lGS2wxISvJEsfQm1wpR759J8rsC1E5eZrt1mmBQ5l8bE9OCDIrfdJvL850+/YZL3ypEfB+R1YtNpQPp1AmtCfrj9jEnCcNNNxU2VHHg3QsSCi8mUiWe//YowwCF7rsNGHqTQAAFj4g0vUWECY8I++OCpnVrADi4EDDccrHmASZdb1ji7wct2Dbazi66q3zATkH760K+8s2sWPspg+lHBdoYvfC0Dkx9uofx+4onFO57aYHGDy6KnG5Mt/vvCHdl5BpM1i805uw3PAdQVFgb6sBcgfSw2PfWgnpDj6aYaoz1i6GEEAD28rD510QPgpspz7mWJi6kHz7nni+Arx17mEcZ1CA2EjM1BwDw4k0snhC/c+GvPA+t0zujDFZYwbgll7nrOc6bPO8ypECUjfwYuieH/5G1gAxN3VDYo2QhVsF3Ruv763FU1L5vV2eCgyJVXFhZFPgY2NZnLiQs5AxBs9GOePfTQIgyg3803ywjzqhLEyRkEnZlXjNAC5lnmSuZw5kTqgLm7y7mN9mCuompXrV6T3DsTosBnpExI2MSAbwAWBHOeSInPNdQ6+Oc7okb4dGGZH3xnwiC8PTovVJLTZHLDmhUSPqxinJ9jIggtYNyixg5nSPggX8hsu1jmYOKFrKmccZ0IJ3dnyJPJhsPzIeGDdDKJP+95UwSMHU7ksSsZTry8f8lcedr69atefUyaM1n4yoSPidYIH7pRBs72UbbXv34a4QMb1B5zBIsnT6IE0MGTVALbsPAE+XvXFQty77qK0R4x9IBYIMOTYNRFD+AtI6YeXsTVUEkqsZ6dcEKxKXnPPQXBYpOScRyC1C3hY55REgfhy2Mb4eP4QJnwIYf5xQifkh+58MJijoTcGTg7zlwCAWsTPuYdNiVb5M+mq+nDcQzb2AwJH3Mq8xxxjfBBFi+6qNjYDAkf3jvod9BB0quELx8VmeuZa5nbmFdNHnXEWgBCiycNOhB3DrD2YGPBt3clJEwhkb6EWoJJms/Q0NCk5acrsMiGOEGKmPDslsnx8WIXkUGfCdIGf1xMeFEtbpMM/gZIEufnIERMLoCJg91MiBMTmYFJCXnsfOKqCSCYTJpMhFqOIZ2ockc/CB+TbHiWAjBJMxGG13EzEbObSbzy7WxYFJEXnt1AHoQPkmoTffhahpDQIg/Cx1k9Fiu33lpMguTDu/eQV7GI4fC6txse5yTsMhcvoAO6eAId2A32BPl71xVWOO+6itEe6MGFG57A6ooMT1e/GO0RQw8Wy8jAcumFWHrQHrSLJ3jOK8de5hg26dgAZLy54IJi7mKOsXmAjT/G/DLhI4x5RuedrL9f1mj6cQiYWfjI1wDhs1dG2EaqzTsQwHDegYBVXRam8gZ1fh6lrGbVN3l77z19IxXCh/sm8mwjFf3NwgeJM2AJRB7kcOedZa3qsY64zLWQROZK2xzDLRV5yDLLKOsGK3uXsPaA7E9u6CYkOCO5dybUCuWLXOZ8Qx0LCHYBIXG2u8hkzG4fJIbJxgZ3XE/YiWS3kB1GAySJiQF3mZDwMVFAnMIX4LLryWQIweSMAbCJkEkNgqlgydFQwtdgkq0ifLiaUDYjfMirInyQSyN8NvEyuSHPLHwGdnbRBXk20TNcsBsKUWAyJQ4urJSVOjMdOiDf1Zzj5Li5og66xNIhhpwko3skGd2jLjK6BpuebOJBAJk7IDtYALHYhfMAc0PpRe8T+v/c6wULX5nwMdcRt0zAmKNDAgbBhIBBMEPPEuY5ndcyzWPyQjPkkwc3kIaEDy8diBzznHmbQN7YuOX/kDsDG5voB8Fse85krAN0bm9QRspsHhdGMJEV3nrKsQrKfcopcyJ/EL/0yoaEmEiWvoRaggmUD5Y+dlD5mEWDXVV2h9llI4wJNw9jN5cP5GfbbWVIyRcH38d/9jMZbJ8f4Dvfj20Tvuzgg2Vwp51kcq+ZyUoJ31olTyM6WRI+xBk3zWNICdGYEr5RyqJyMiVfgzpxcvA909/IO2OSYWLSSZTwQcqneTQhfEq2xpRgIg8MsquqZZhYtUoGdRLLlPCt03yHVf7EpZfK4NKlkumkza7lCHpxtqFN+AaVjI4ykRrBVJ3Xat7UCQRzEOujlm2tph/ViR49kCc33iiDKm9MJ/RMifAgdbD//jKsE+M6nUwpK3VJnXJOJc9PZZtlgTDOEwHC+I0wPtYOfNsuaJiWtiynLbch31iv+FjaML9y2rJc/k/aMKyc1s5EEdfCZssPWF8kbVhm0hJnprSEWT8mHwur6sd8W36A3zqlJaxcFtJZWqtz4vI7CNOG+VkdkB/gm/8T18KsDqrkdkprcsO05bKE7WH1Rp78jgzyI05YZsvP2gOYXEtrYVYHFo/frCxhHRAnlEtZwvysLFVp+T+/E2bxymXht6r2sLQmw9qwLNfq1PSw/ECYlvoL8wvTEgZIG8pFFnFIT5jpYflVlQVYWuuzlp+lJV5YB2FaZJhcwi3tTPkRDghDn6q0xLO0pke5zKQtt2FVWUwuH2D1xsfi8W1pTe5safkdWFnCflwuC+CbOGGZLT9Lm4/fSsImdDwffs5zZB3z2bnnylqdS6bNAxo+qHPSmMYb03mO10FAwHLCp+lGdE5g3snBRuO998rYC14ggzpHIWPt6tUyevHFMqbzzlDbxXJIdRhXAjaic8ra9tn4tVp+5q4JDRtkztW5a63WSd5jIWAQvr33lkGVyfzN3DwEGX3oofx84TrNP5/PNG6mc/BanVdHjjii6Mf6gfANaZnHDjtMxpTwDVFmzZ/NVQjfxLHHyqB+U2az8I3vu68Mtr16hqg7Nj3tUjYFF+ZUtWH5GSCMek8XuSTERCJ9CTVFcS05Z5Zwn4AA2nkGwvg/4YTxt4XlYDLQwZm9vYYO8g2N04ObJt86sDdx6dRJCMtWQyebPB7pmGzYJdW4LSVATfLUAb6FlXC33aTnyCOlqWUivHXHHdK47TbpOe44abRdSPO9RAhf26WT66KRh4Uv3+XUybGx++5FPEWPymsoAWvoxNvTPh/R0smUiTcvl05ulKulE12TiTd4/1KP6sIrIPJJs31pS49O3k2V3dCJsIedy8MPl9aee0pT64J8erh6WwkssppKQBuaroeLWlRWXpcUoF3ngDCrewujvgkDVueEldvG4oVp+S6n5f9hGwLLz8LC/ECYNgwDVfE6pSV8pjAQprW/LR5pZksbhhHH0lhYmDb8LczPfuuU1v62727lVoWV5c6U1so117SEV4VZWv4O0/Jt+YXxZgoL5VaF8V0Vxv/DMMvfwvgmv3I8volnf1u8buWGaQFpTQ5hs+VnfwOLB2ZLy/8tjG/iENd+B+W0fFfJ6CZtGAYszNKGMqryIyxMG8YL0/L/MK2FldNamjCsnB8I87Pf+ITxLG0oA4Rpw3j2exhWFc/C+Lb8w3hhWD7O6ydPu88+0sR9XwlRS+eEphK9hpKnfB5QsthzwgnS1Lkln6fwNIHwtc/wMc+1mMew8LU3GpvbbZfPO5Cpls5zTZ0jG8w7mh7kN1TrnNY86ihp6ZySh1FmnWuZR3soi8rL5ynO1CEPl04lmD1a3vw1DjffLD24huqc2FJ5LcKUbPWovIbOey0lnk3iar49bZfOHi1DQwktr4DIy8JxDUg2c7Pq0KMy8zN8zONK+Br6KWpe60oJXxNLIV4vnBnUtcNkXaocayOrewvj28JYqyQkxEJy70yoFcq3dy5atGhy8usK7FjivsjuI7ucALdJS28uncEZvnEVlE+IZZdOJkJzsQxdOrGica4O1007w4dcI3w6CU3Kg2Bec01u4Wsq4ZvUAhLIWQpIXHuHMf8/EyHlCg/PQ/YCwpcDwkfcNuHTSsp3cSF86FJ1liIntejC1dpM7rO4claBHdY5tccGgN1U4C2DoZOJ2wux6spbD/JHjqeMuuhhMmhz2t4DddED8IzEqKstXQ+wUeMJcxtzCO78zGsvf/nUJWI2z+m8M6bzDr0q14KNRlw6mXdCl07OtePSyRk+g7l0cnbc5h2te3PpzPOAfIHwDB+XpxlwScXiBgGzYx2QN8rGvBe6dEIMcenErbTtOZPLg/ApSRxnbta5uEV7QPiYmzm/Z2f4AOTXCB/kjrJyTKNN9GYD7VFYBCfS7Z0J0eC3mkhI2KQodlLNpaVrMCESn4mCRVFI+AILnxE+dkyGLrtMJiCD5UtbyKN8ho+Jk8kwJHxj7UtbODsREj4m2PalLWt1YsINJweTi52lKBM+zhaGhK9k4cth8gLCB4bvvjt3rcnLxsSLWxCTNmcc7XwEHybKDSB8YM7tsQHAjcZcuLxg7lCeQAdzJ/MC+XvXVehO5oUY7cEizVsPSAYy+PZCjPaIoYfJoF28UBc9gLkTbhCYqyA0XNIFeYLwML8xv7QJUabzDs9groWd4QsJn82reKWEZ/ggTmy0coYvJHzMfcyjkKoy4eOGzpDwcWlLmfAxdiIP+WxiGpjLIHzoUSZ8kESdV0d0TsyPRMxE+NoWRbPwzZWtMe7SHp5EPyGhjGTpS6gVNvoiFx4HXioOQWICsQG5wsKXg91JbjqrsvBB+IhvsFs6IZKhhY9JDAsfZMvkmUtn1aUtMxG+8NIWew8f8sIX7hKXc4sQPgP64dLJZArpRCd2dyGiTMS429jEm5CQkJDw6ws2WCA9EC3mCS424YIUrH/MXYRjySsTMAhSOO+ErwMKCR9zLRsTzHPMjaCThc9u6QwJpln4+H9IMM3CB+EzSyXkDnltwpfPecBcSMNbOgGXxPCewZBgMiczf5J+DhZ0SHK6yCUhJhLpS6gVyu6dvP8IH/quXZkgYWbtsjSc02Mnktcs2G1ioH3GbVgnm14lRLl9jomKnUEmsNDixlXVWNwgYDZRMNlwToBJJnR14eIXJkJcTNsTE7uOLZ1UOLM3bWIZHCzkQfjC28vYZYXwEdfeT8RuJLuZkFPyRj76MklrOUa1rhrbb1+cYcCSBzHlvOE8zkJYlmgLT9cy2832fP8cu/J86F9esF1gOxfiAaw+TAGedYV7HHI86ypGe6AHbeL5AnjagmcEPbwsADHaI4YeAGsJfXeDXBa7QCw9kGHn67xA3yX/eR97IUdsGj79tAwrMevV76YRJduYZP6EFLKJaWDesVszd9yxHahgIxULH3OX1Qcbm8xde+0lI0r60CDXgjkVwkdc23Rl/GdeZZ7FemiAYN54Y0EC7VVMgLJB+CCN1sbIa5/hy48yGNi0xVKIV4+NA8jjdUV4TLziFV3Pl7RH4WWRJffOhGhIpC+hVpgifcUkwiTHZNr1AocB/LLLip1EJixIFtY1Bn+IFcQJcDhdJ5HsmGNkSPNfAJHRiTt3SYEwQfggVYzgTG7sRrK7iAWRcD5MQOQX7kQy2TAJIZ/rsdvyBjVu34oV0stkwwKd9CaPM3Zcj23ymNxwryFfdjpNHpMpEzQTId+ktzQ6Qa7VT1Mnw36sgk4zD25Mc2qPDQBuTGCBLTgcwCKNhTNnRr3ALjD915NksOiABCy0BZMDqCfkDNjmgwNitEcMPWgL2p328CIAMfWwM9UeYOnCeMJz7rWJFKM9TA+ec88NHvSgnrzG3lwPJX8LlLC1mMfYkGT+YjzGSsdGI3VIv2PuYWOTeZINUu2TOSBVWA7ZdKUumJ8gRsxzbIAqmRxSPdhk7YV8sbFpFkXiIo95Dh2Z52x5S54QTI5akA/x+I15krLZJi9hmn++8YuHDVZF8qUPQy7ZvMVSiQ4mj3z5JgzrX5d9kfZg3KJNVuk6I5G+hBhIpC+hVpgX905IF2SPxTYTFhMSu5Q2UTAqsxMJqSAOYXwgjEwYEC3+b5MF1j8mAiYF4hDGb0yKlI+JkLwJZ4Ljb8JDeeTBwpyJkPIQRl7ED4ldKI8FsMXlm7ywVDLhkhflIc5c6yghISEhIWE2QP6Yo/jwN3MQrpDMUYC5x+YmwJzInMTGZqd5jjDAHE085jKLy5xJ3szX9n++mceRYfIA/2ceZx4M5en8mCFT5TWsbIRTNsgk834ojzmfMpA3RJPwLgHxS+6dCTGRSF9CrVC29AHcf+ZkLWFiYdAHEDIIlA3+BsiX/j/T8DU6IS1it5nR2khZGJf0/Ea4weIyaSDP0EHeav1/v+rRF+Y7U9lAKA/MUgeDOllyxbWnhWyNTrJzbo85gl1z4Gn1wVKCe87i9qsyPMD7nNgF9mwPrKK4RXpafagn5Mx5A2YOiNEeWMhYpHnqgWWJdqc9vCxLMdojhh4sXRhPsMJ5WcjqogdAD/L3Gnu71sPmPOYum2cNpGMuI46hNM8x3/YxF5rFMpznOs2rpCefsjzIHvFK8nj/ni6OZSHpDFVlC+d8vufQR2gPnsXe3h55dlWy9CXEQSJ9CbVC2dLHZI17ked5DKYWcvccqyf0Mc31aP/fAyxwgNfiBiDDuz1sSPOWwce7roCnjBh6JBlzA+2e9OgOMcaTOulRCxn6IXc/CfqMtD+erU5dFZtuY8nSlxANviNZQsImgg2c7KRhyfDEiA7cmQ7gnhgZHpbxcEfTAVgyvOsqRnugBx9PoAO6eCJGe5C/d12xuOHsiiditEcMPSBjyODbC3XRA3jLiKkH7eKJGONJjLoajTEXMk9FGt8hyL41lpAwhUT6EmqKYreRidR7UeA9WQPviRR41xWIJcO7TWK0e53qyluPGO0BYtSVd7vXpT1i1VUd2gPUoa6Ad78CyPCWM1VXybSXEA/JvTOhVii7d9oZH093Ex4hz/yBPabeeoAkY3YkGd2jLjIAcrZ0Gamu5oY6yQCecuqkB/CWwRnh5N6ZEBPJ0pdQSzBY8+GwNC4nXmDg5vC6t9sMMrzd17gAhQsxPOHdHoCJlI8n0AFdPBGjPcjfLr7xAm5M9F9PxGiPGHqw+48MTytDXfSwsRd9vFAXPQDPeYy50FsPuwDFE8wf9uofL1h7cF60oJgJCf5Ilr6EWmFTWfpAkjE7kozuEUMGQM6WLiPV1dyQZHSPJKN7xJIBPOXEkpEsfQmxkSx9CbWEDZzs1nnvPCLDJgkvFLd8+R/C995BxbLk3R7o4bmjDdDB2woXoz3I37uu6Lfeu+Yx2iOGHliUkOFpWYqpx5Y+LsZoD+CtB+D58B5PYunhLSPG2IsMxq1GI1n6EuIhkb6EWsLWGrhOeO88eucPYsmIUVdJRneIIQPUQUZd6sr0iCHHEzF0AN5yLH9vXbzzB7Fk1KWuYuhRyMjSVS4J0ZBIX0KtwYvAecG1J5DhPUHwIlpvPXihboy6iqGH50uOATqgiyditAf5e9cVGy+TL1J2Qoz2QA9vGYwj3uNJjPaIoQfwlhFLD9qDdvEEeng/67HaPMYcEkuGtzU8ISFEIn0JtQQTD58Yh9eR4e3+E+PwOq453q5+3u0BcP+J4XqJLp6I0R7kjxxP4MLkfclKjPbApcxbBuOI93gSoz1i6GFjr7d7Zww9aA9vl0XOj3mOJzHaAyDDey6MMYfY+A7ZT7QvIRbSRS4JtUL5IpclS5bk3wkJCQkJCQkJmwsg4mNjo+kil4RoSJa+hFqDnTTvnUd2BL33TmLowe4pVgBPxNLDeycYHTx3zUGM9iD/OtRVDBlYe7x3/xlHvMeTGHUVQw+ADG8rXKzx3VMPgAzv8cS7PQB61GEOIX/08HaHTUgIkUhfQi1h4yiTnPckFEMGE0QMPbwn0xh1hQ7eeqCD9wIqRnvE0IMFs/cCKoYeseoKGZ4kI0Z7mB7eiFFX3jJAjPGdscRbRoy6QkZd6qqQ0UjunQnRkNw7E2qFqvf01WEnjcfUW48YMhK6R6z2SH3r1w+pPTYvpPb49QNtzrm+5N6ZEBPJ0pdQSzCB8uGAvKcrEwP36tWr3S0y3noAzhd4X+oRSw8+nkAH78swYrQH+XvXFVYM77qK0R7szPOse4Kdf2R4WhlitEcMPWzspV28EEsP2sNTD4AM3C+9EKM9AHrUYQ4hf/RIF7kkxESy9CXUCmVL38DAQP7teR02hI/8PXdqY8iwhc2WXlcx9GDYRI7ntd4x9KhLXdVNhuczUpe6At7jSYz2AGl87x7oQf5bel0hg0238fGxZOlLiAa/Hp2QsBmAXW0mbiYj2+VkoGXAZUfSwth1I4y4tsNXDMiFb79ZXMK0FmbnYwi3tORLnHJa8gvlWn6h3DCthdn/SR/mF6blm51DOx9i8Sy/clr+DyytyehUlpnSIhPZYdqqslg5QFjmclrkWloLIw/Sg1Cu1aWFkT8f/ja5lh8gjHytzCAsC+HlsphcS0v+VWUJ9QjzA6S1dFbmclnCtGFdWVo+/A2IR9owv3JZAL+V05pcSw/CMlta4vE78cppy2UxuVYWqzcLB8S3slTVQTkt4eQNwrQm19ISZnpYnYdltvzKaS1dKJe0lNnkWtpOelh+xEdmmLZTWcppLT8WssTnu6osxLN6Kae1eHxbG/K3xeukB2EgTFuWa2mRG5YFucDSko70wPLoVAcmlzB+s7Qmd7ayAPuN/xMOymUJ01p+wOSGaQkzuXwA8cP2AJY2bENkmB7lsoT5EZ90fCweacIyg9nSmlwrS6c6CGWUy2z5levA9DC5/EYcwstpw/xMjzA/vk22xbP8ZtPD0pKntSH/J125LPw/zM/qLUxrcmfTw8rWKa2FVaW1erO0fPN/06Msw5O8JiSUkUhfQi1h4ygDNGCw5QMIs/9bWPhd/puP5VOV1sJA+B1+LMy+7e9u05p8MFNZqtKUf7fvqrAwTwuzTyjXUI4X/h3G61SW8GNh4TcIwzr9Xf62TyjXUC6XxQXlv+3b/rb4oPy7fSzMvmcK61Qv9j1bvPBjYfZd/jsMC/Uu522fcpjFC9PyAeW/7Tv8dAqzfMFM8cK/y2UB4W/leGHaqu/y37OFdcq3/LF4oJzGPiD8Lfzbvst/87F4oYyZ4oVhfMIw+9u+O4WVfyv/HYaV5YJuw8Lv8BOGAdJ2+r0qzOKDqrSdwsBs8ewblMPK8cKPhRnCvEGnv61cncrSKcz+Ln/b36G+4d/2CeUCCwedymKoyi+MVxVm31VhYVksTvj7TGHdlMX+tu+Zwsr52d/2bZ/146WLXBLiIbl3JtQKVRe5AM/dNHuEkozZkWR0jxgyAHK2dBmpruaGOskAnnJSe3SPWO0B6iADS2By70yIiWTpS6glGKz5eB/6ZuBes2bN5O6dF5CBe4gnhoaGJt1qvFCXQ/jogC6eiNEeuBohxxP0W/qvJ2K0B+5Y3nowjniPJzHaI4YeNvbiIueFmHrQvzzhPZ7EaA/Ac+49FzJ/mBumF2gPxi3ODRYUMyHBH8nSl1ArbCpLn2f+wB5Tbz1AkjE7kozuURcZADlbuoxUV3NDnWQATzl10gN4y0iWvoTYSJa+hFqCwZoPu3WeO6g2cHvuBAP08N5BZRfYewfVuz0Au6fe1kR08N4JjtEe5O9tTQwvOfBCjPZAD28LMuOI93gSoz1MD1s8e2Bq0exr6fNuD/SgPWKM7zHmQm89YtQV84f32Gvt0WgkS19CPCTSl1BTFIekva+PJm/Pa50NnjoYvOsKxJBB/jFkeLd7rPbw1qMu7QFi1JV3u9elPWLVVR3aA3jLIW/vugLe/Qp41xWYqqtE+RLiwf/pSUjYBLAN5t7eXvd3RfX19blPEMjw1qOnpyf/eCJGeyCDjyfQwVtGjPZAD28ZLG7ov56I0R4x9GAc8R5P6qIH8JYRUw9vMhNj7I1RVzH0QIb3uEj+6MHmtG+NJSRMIZG+hFqCiYePHZb2AgO290F/EOvwurern3d7APTg4wl08L4AJUZ7kL93XeHC5H3JSoz2QA+edU8wjniPJzHaI4YeNvZ6u3fG0IP28HS9BDznMeZCb9dLnvMYc6G3C7S1B2Q/2foSYiFd5JJQK1Rd5OK988gjlGR0h1gywJauS6qruSHJ6B5JRvdIMrpHktE9kAGxHBvjNt10kUtCHCRLX0ItYQMnu6feO4/I8NwJBjFkUE/edZVkdI8YMuhTMWR4WzFi1ZW3HiwEkcG3F+qiB0CG57hYFz1AjGcklh51qCuTAbn07V0JCVNIpC+hpijcO3Gf8By8WQzgIue9KLCbvjxBXcW4scx7MkUHbz3Qwdv1MkZ70Kc8Xb5AjLqKIYOFpreMGONJjLoyPTwRo65iyvAmMjznnnNIjLoCyPCeC2PMIVNrk2TaS4iH5N6ZUCuU3TuXLFmSfyckJCQkJCQkbC7gXF9y70yIiWTpS6glsPLx4WA5O4NeYM9k9erV7R07P6CHt0WGA/Leh9e92wMwkfLxBDqgiyditAf5e1+Awo65d13FaA+sCzzrnsDagwxPq0+M9oihh429nlafWHrQHt7WKy6LiTEXeutBXXnPhTHmEMZd2iNd5JIQE8nSl1ArmKVvp2VLdRISWbRoUU7+PK/DhvCRP3K8gIwYetRBhi3QvGUwdHpeHR6rrrz1IH/keMqoix4mgzb3Gk/qogfwHnvrogeINb7XQQ/aHHjXFZtuWTYhq1avkWeSpS8hAvx6dELCZgAGViZuT7Cz6S0jhh5MdDbZeSGGHsjg4wl08JYRoz1iyIhRV7FkeFsxgLeMGHUFYtUV+ngihh60h7cePOcx6spbRoy6QkaMsddbj4SEMhLpS6gpCvdOJiHPBQ6DdoyJDpcs70nIu65ADBnkH0MGungiVl1560G/9b4UIZYe3jJijCcx2sP08ESMuoolow7je4y6AsjwrivqyXvsnWqPZNpLiIfk3plQK6SLXBISEhISEhI2d6SLXBJiI1n6EmoJrHx8OPQd4/C6964gMrwPr3PQvw4XuXBA3vtykhgXh8RoD/JHjiewYtB/PRGjPdiZ99YDCwYyPC0ZMdojhh429tIuXqiLHiBd5NI9mD+8L3Kx9uDcYLK8JMRCsvQl1AplS9/AwMAkAfQCC4IkozvEkGFDmrcMPt6XCcSoK289koy5gXZPenSHWGNWXfRIMroDzwfw1oNNt/HxMSWyydKXEAe+I1lCwiaCDZxTL0D1AzJskvBCDD2wAHjv0iIjhh58PIEO3jJitAf5e+vB4sZ7Zz5Ge8TQg3HEezypix7AW0ZMPWgXT/B81GEujKFHjLHX9IBY+tZYQsIUEulLqCmmdgK9FwXekxyIIQN4y4lRX3WRAWLo4Y0YdRVDBoilh6cc7/xBTBmecmLK8EYsPbx18c4fxNADFDKSaS8hHpJ7Z0KtUHbvXLx4cf7t7abh7f5jj+mW7tKSZHSPJKN7xJLBZ0t3i4xRVyDGuFgXGXV5RlJddQ9kcG4wuXcmxITv05mQsInAYM2Hw9K4nHiBgZuD5d7uJsjwdl/j8Lr3JSve7QGYSL0P4aOD9wUoMdqD/L0vvcFNyvuSlRjtEUMPFs3I4NsLddHDxl5PN7y66AF4zmPMhd568Jx7z4XMH96XaFl7QJILipmQ4I9k6UuoFaosfZ67dbHAY1oHPRISEhISEhLSKxsS4iNZ+hJqDXYd2aXlY7uD7K7x//DyB8IgVnxsN5TfLK2FVaXluyotcUK5ll9ZLmFVacOwUA8LK6flm3h8ui0LCNOW5YZpLYzvqrRluTPlB2ZKa/FmS8v/CQ/DZsoPhGmJF4Z1kxbdw7os52dpw/wA8UnXTZktrFu5nfIDJrec1spi8TqlJQ5x+R1Y2nJ+5bJYWsLDsLmmNblh2pnKYuUvpzU9Qhn8vxu5FmbxquQSRpwwLeWYSY9yfsDC+O5UFuJamKW1eHzPVAeElWWAbtOGYVZmS0scS8vvs+UHOsm1sCq5ltZk8H/+Bp3yAxYGCKP8s6W130K5lpZPOe1M+QF+K6fl29KG5ZspLb8DK0uV3DCMb/5fltspbVmupS3LLefXSS7hljbML4xXLkuntCZ3prJY+TvJrcovTNupzLOVpSyX76qymIy0mZsQE4n0JdQSNo4ywDIgM7jagD5TWDgo802ccEAP01oYLnKkC+PZBNEp7UxyZ0pbFWZp+SYtk0kYr1N+hNnfpK2amGYqi/1dlXa2soBOaUFVWr6r0hK3HNYpP0AY+VpaizdT2lAuafl/ldxyflVyy2lnK0sYj7T8XQ7rVBbAN3HmkjaUSxziVqUNwzrJLaclrCyXON2m7VSWMC15hfE65dcprbWDhc2UthxmafmeqSyd0ppLb1VZ+O5UllAu6brVgzD7ez7SEheYHpZfmNbyA4Txm6U1uXzz/05lAcggLf83uWFZwrRhfhZvtrSg3B4gTMvfYRhxZsqPMNJ1kktYWOaqtMjhbwubSQ8L47vbtGU9ZktrYVXtwTd5hWktvzBtmF85rdWHhRFntrKQrtu0hG1M2jCMdFZ+wsI2rMpPVyvJvTMhGpJ7Z0KtkNw7ExISEhISEjZ3JPfOhNhIlr6EWgKCxCfW4fVix84PMS5Aoa68D6+ni1y6R4z2YGceOZ5gR5tnxBMx2oOdem89sBggg28vxGiPGHrY2Eu7eKEuegCec7NaeiCWHrHmkHSRS0IdkUhfQi3BBMSnv79fenp62qHzD4jlggUL3K+pRoanHoC66uvra//PB97tAdDBWw90QBdPxGiPGHq0Wq28/3qiLnrYeOJp1Y+ph+e4aDLQxwsx2iOGHoDno7e3t/2/+UdMPWLMIZ51BUyPiYksvakvIRoS6UuoNdihhfx5wtvKB2LogQzPHW1QFz3QIUZd1UGPOsmI8ax7y4hRVwA9kOWJWDK8QXt464EM73aP0R6x6iqWDMf9hISE9ZBIX0ItYQMpribeE11dZDBhey9wyL8OeqBDjLqqgx4sbLxdvmLogQxvPayuPBecMdojhgwQq648ZQBkeI+LsWR41xXPubceMcbeKT3SRS4J8ZAuckmoFTbFRS48QnWRAbzlJHSHWO1Rl/4bA3WpqySje9RFRgzURY8YoK44N5guckmIiWTpS6glmHj4eB/6ZuDm8Lr3rmCsw+ueB/1BLD3qcJFLjPZg0eFdV1wc4l1XMdoDKwbPuifY+fe+OCRGe8TQw8Ze2sULsfSgPTz1AMhIF7l0hxhzCPmjR7rIJSEmkqUvoVYoW/oGBgYmCaAXWBB4X+SCjBh61EUG8GwThk0+njJSXXWPusgAtEnSozvEekbqokeS0R2QATzbHRlsuo2Ps5mULH0JceA7kiUkbGJMvQDVD+zW2SThBWR460Fdee/SxtADHbz1QAfv3eYY7YEeyPEEz4Z3XcVojxh6QMaQwbcX6qIH8JYRUw/vOSTW+B6jruowh9jaxJO8JiSUkUhfQi1h4ygTqfck5J0/iCED1EkXT9SpPWLAW4+6tAf528cTsfTwhrccy99bF+/8QSwZMeTUBUVdpYtcEuIhuXcm1ApVF7kAz900e4SSjNmRZHSPGDIAcrZ0Gamu5oY6yQCeclJddY8ko3sgg3N9yb0zISaSpS+hlmCw5uN96JuB2/ugP0CGtxve0NBQusilS6ADungiRntwpgQ5nqDf0n89EaM9cPfy1oNxxHs8idEeMfSwsdfT1S+mHt7uhDznMeZCb9dLnnPvuZD5g7HRE9YenBssKGZCgj+SpS+hVkgXuWw4bCjwrqs66IEMPp7tHksPUIe6qoMM4D2e1EUPUCcZdRgXU111D2QkS19CbPg+nQkJmwg2cDJB2ADuhTrJ4OMJdEh6dIdYenjLAHVoDxCrPWL0LU/E1MNTRl3aA9ShPQD5x9DDu02sriCWvtokJEwhkb6EmqLYCcRFw9MVhEGb3br5mCAefvhh+dGPfiSXXHKJPPvss+3QAuhh7j98mzxcaWzywBUQXflsiKuQpfcEdeUtA5cZTzcmgA7eLqQx2oN68nYhpS96u0rFaA+eNW8ZNp54LmpjtEcMPUyGpzthLD1oD2+3yFhzobceyNiQ+W0uiDGH2PjuaU1MSCgjuXcm1Apl984lS5bk35s7IHnnnnuu7L777rl7zCOPPCKvec1rpNVqtWMUgOBdddVVsttuu8ny5cvlhhtukO233z6faK+44grZYYcd8jikO+GEE9ZLn5CQkJCQkLDpURBYztgm986EOEiWvoRagt0zPjEuclm9evVG72729PTIy1/+cjn22GNz4sb/Q4QH/Z988snJSytWrFiRHwhfuXKlbLfddjnhg+huyCUgpPG2AHi3B2Ai5eMJdPC+OCRGe5A/cjzBbjb91xMx2oPnj2fdEzy/yODbCzHaw/Tw3FO2sdfT6hOjPdAjxkUuPB+eVv0Y7QFizSHeYy/jLno0Gukil4R4SKQvoaYo/P77+/vXI1DzCYjlwoULN/rwOhfOYLG7/fbbc0veUUcdNc1Kt2DBgsn/9/X1SW9vb/63yea3nXfeOSd8O+20U57fXBdcYb5e8G4PgB58PIEO6OKJGO0Ro67om/RfT8RoD/TgefOEjSeeLl8x2sP08ITJsHHRAzHag7zD8d0LPB+e40mM9gCx5pAYY2+hR6J8CfGQSF9CrQHxmSv5mSvmQwY7yZdeeqnccsst8rKXvUx22WWX9i8FwvyJa+czOAdo8tk1JMy+N7ZMXvAul9WHJzbXup0rYulRh/ZARiw53qiTDG85ddEDxKiruugRA7HkJCQYEulLqCkK904IkPdBf1xmNnbwfvrpp+Waa67JXWN+8Ytf5Na+EKYHOiHr2muvzS98wUWEXWJ2DNmZtN1DvudqfYQoervmUFfeB/3Rg48n0MHTVQrEaA/yj1FX9F9PxGgPNlu8ZczXeDITYrSH6eGJGHUVSwbt4elCCpDhOZ7EqCuADO+6ijGHkH8xF6ZDfAnxkC5ySagVttSLXJgAIH5MaPyNeybummUwSZx33nmyzTbbyJ577pl/407DJMijzDekjwmePLzfmZSQkJCQkJAwd6SLXBJiI60IE2oJLGJ8OCAPkfIEB8s3du8EKx1n8fbYYw/ZZ5991iN8WPQgdBA8zv7tvffeeRzOUGDVw9rH3xA9zjxAdudK+GJcHBKjPWJc5IIO3pdhxGiPWBe5cMGDJ2K0B1YSbz14xr0vDonRHjH0YMxFhqf1qi56gLpc5MJz7m2pjjGHMO7SHszTrB74ToQvwRvJ0pdQK9x3/0O6qBmWnXfaUSchkUWLFuXkz9PixSOEjLmARQQLbtLZI0gZCQ/z4u9wwWG6hGGkr0oL+ZuL3panZ11ZGcNyzjdi6EGdW717oS56kD+6eF7wUCc9kIEeXs9IXfQAeD7EqKstXQ+AHuSf9JgdyADo4gVksAaYmBhXQj4k997/sCzfdecN0ktHP/7ZqDqhr2/q9An+aNxy2x1bZk3nfXxTFF07NWJn69sap5GPF0TcMqt4GvL6bv8RG5nW4az1XQw4K1eukp133kF22H47giZv+mJAYULCKsbuGpY1Bl0+FsY3efC+vIceeij/vwfYaee1DPvuu2++K8rEwodwylUOoxx82yINPYjHbmdx+1dhhSCM39CB+BDe/fffP/+bMMuPOkFf0pKn6U4exCOMvInHd1gWS4sswsK0wFxLrczEKefH/8tyw7Sh3KqyEM/Som+5DWfKryqt1WW3aYlf7k9VacMw0ljaqn7XKS3tMZPc2fLjd/KjHkE57Ux6WFp051Nu/6q0/N/KUpW2U1nmktb6d6eyEM/qjb/DNgzzs7Rh/c01bVV7kJ40hBGfdOV+3Kk9LG0ot5y2U1lCueX+1CmthVkfm2taysanU9rZ8ptJbrdpy204U36UnXoizVzSmtxy2tmegXJ+lpZ8Qae0xLMyh2kJo74pR7n9O+lBGfm7Ki1hlKWbtOX2N7nEIW6nsljaqn5MWcrPQDdpO9VB2B78BsptWNbD8gNhWvKvKvNsZTG5lCesSxCWhXj8DunTYssTTz4tg2sGda0Doc2jd4UJTdzb06t5F89hvkSbQ3rqjHJRXkgo/0efbkF86sDakLaba/qG1mt/H7cvb4L15a8ZGg8++NAWV8tW4Dn063lDs9WjD75ZZ6wE65eIPs9DTbzmXJ7gzRQQbB2K2v+LBwYDBpS8uidRru9ikBrPJymRxYsL6x7pGKQZjADtgQskbi64QzLA8+FvXC34jfif/vSn5bbbbsvD5xuUC/eUI444Qt7ylrfkk4FNJDZBMCkwCFsYEwTfDMrAJheLTx+zMJtcGLy52RPSZ/khm78hg+hLWmTwN2HkR1mIi2sLrqJ883/CyZMw6g9ZYVrypRyEd5MfupAPdU5aEKZFFvmHafmNdGFa9A3b0MoCiEfaMD90DtMyQZXLTD0Rr1wWS4ss0pHe+tNs+VmYtRdxw35nY0WntMjgG1gbWlnK/ZjfrD0Iow6s75TTUl7SmlzKYvVn+ZG23P78Rv5hflYH5MffyKXe+KAL8ciPOgDobDJmSmtyw7TkF5YlbA/iU2/l9qcvVT0D1h6h3Ko+Sx2YHsjt1B7IMLnED58BK0tVe5AfsimXxSuXhd+q2qOcFrkA/UK5xOETtgf58SEfS4sOpC2XhY/J5TfimFxrw07PQLk9SEd65JK20zNQNYaU01rfCftTN88U8UlXTmvPQJi2XGbiz/QMWH4mF1gYeQB7BtCJ7071B8ppCbf257fwGSiXhb+RQT3O9AyYDOJb/Vn57Bmw9kcG5QSd6sDkUm/lZ6CqLORn7VGV1vpd1TNAOcP24DeAfqFc8uNjacM6DdN2egbKZSm3B9+d+l34DBCGPOLym/WFhbSlhnUD0tHuq1atyuuMfBdpvc01PW65yB8gvX66Tq8fYpIeXWgz8iCM9uFTBXSmvGF60NcHcc//THBCQyt7i6tiOikPGg9IbKxc+UzeQZvNYmeILtvTg4Wl2BXjMbCHePHixXmn5+8tGeiDHjzMqkw7NA4YIJ9++imtVZWrsikLO1pUdT5otMuTZRP5YNXb25f3D0CZaYO51v8XvvAFueOOO1z6F2Vhgjr00EPlzW9+czt0/sFk8+CDD+bnA5mouoH1W0/EkgG2dF3q0h6gLrokGd0jyegeSUb3iCEjFljfGCHke7vttstJ5Ww68ruBeCtXrszXFTvuuGNOLPP0xY95nDLK6SGNfEjP2jr8fTaQno1syoAHk62bCHvyySfz30OwPuMCOnQ1PYnLmsWIe4IfGtpQW1wN02nYRWGRHxt33323dkpepr0oJx10UtvNYCfIOvGzzz4rW2+9dX6hhpGQLRXoBHFYrLrEHmqfeOIJeeqpp2TbbbfN65sBiUENMEiyo0jZGDAAg5aRQSM7xLcdyW5wxhlnyK233upG+hjgjjzyyNzS12knrAzSoIPpPhvYmMDSd8ABB3Qtg0mDOvPQ24Aec22PucL6guf4QN9jZ5RNBS/EaA/GLJ4Xdqi9QD0hx/Mm3RjtQf4s0rbaaqt2yPyDuYJnxDYMPRCjPWLowbzEOMdzzkLZA7H0QAbPebfj+4aA8YR68hp7Y7QHoK5YB5iFzQPMIczVWK68QHvwLNKvqDvGMNY5VnesbXh9E/Gs7xG266675h48pAGUE8LF2ATpsj5E3/3lL3+Zr0VtLUR61kgHH3xw/n/yID2Ej3olfZn08TsfQHj4G+A30pIHRM7qjLJ/73vfy/OjT1AG4lHO3/iN35BTTjllUj79hnCegXL+CfOLgvRpJeO22N/XK8M6GcyVotBI/QsWSVPGZe26YtfCE3TmTUX67r333knZfN9zzz3yzne+U37nd35HXv/61+cPKHjmmWfy32tF+nTi827bMiB9DBQMJpSBBeq//Mu/5GX5x3/8x/z/lI96Z9Bk0KK+KScDJYtZ/p5Luc8555w5nekj77kMVAz0lHO//fabHPBng8XpRg/iMIAy+D73uc9th86OucjYUCQZ3aMuMgBykh7dIcnoHjHaPdVV90gyugcymKdxi0SOkT4jbRC0V7/61XL77bdPrnUhd3/0R38k73nPe/L/21onJH3huuVNb3qTXH311fl6CUAAX/e618nHP/7x/P+WfibSxxrlxhtvzNdaHEvht/B30oekz4ibfSCxHJfh96OPPjrXizR8APkn0hcPOelr6mJ63ZqV8vCTK2W33XaXvqZ2Bq14GoOFdtFILE6Ld4E1W/r3uHYW/a2lDUecX175E1nR2F5OOPb5MoGro3amMe0kHiiTvgfvulmuv/k+Ofb4E2THbXyJIKQPfW2X9LTTTpMvf/nL+cPwoQ99SJYtW5Y/vDyEEI5akr6JMXns0cekb8m2st1WfhYCAOljsMAdgPb+4Q9/mJM+2v/973+/vOQlL8l35SB9DEpLly7Nvykn/RfiwzefbmFE0galmUA8ng8Gtm7jEw8ZkL9ugYy56kEdzWXHNaw3L2yIHnMFegD6rBd4pvl47mjHaI+61FUMGTy71FcMGbRHN+PJhqAudQUYTzzrKkZ7AG89AHp4jycx9KjLHIIMLO6sA6gv1o2QJvSD6EGCWOuwAc1cDiBXWMj+7M/+LCeHWPyAkT7WPwBPJfKFHJKXeYuwTnrhC18of/M3f5M/m2wKI7uK9BHO55ZbbpE///M/z8npJz7xifWIH3GqSJ+1z/333y9/+Zd/KY899ph89KMfzeUDxiBAvET64iFvlQULFslT994g7/vYGfLMWI/09TSlt69fels05mB752CKBCojlJb+3iPjMrR2WPq1oW6/7ny57LobZUF/n6wbXCXDo/rwOz6UhsfvuU7e875/lx/88Dvy7g9+VJ5e60+w6OR0TB6Ct771rXLdddflDwMkz3Zt+NQVd994ubz9//6F/OyXd7RD/EF9MmAde+yxcskll+QvKD/kkEPysE71TRiDKoPoXEAfZ0Dke7YP8WwBVfV7+WPxeKboL91+GOAhvVW/dfogay5g0qH/egIZc22PuQIdvPVAB3TxRIz2iKGHLW48EUsPFiaeYF5BhufCJ0Z7mB62sPOAybAFugditAd50x6eegCej7lsNM4VMdoDoEeMOcSzroDpEZJX1gbIfe9735uf+cdjjLnc1g9sfl9++eXyqle9Sr71rW+tt/YhDs/c6aefLm94wxtywhim58jRTTfdlFsQubtgprUTH8jj3/7t3+b5sAHP37iMdkpXxn333Sdve9vbcuKIlfHv/u7v8vIDT9Ke0Bmtf/iHf/g3CN6Kh++Q86+7Q0488STZflG/DD3ziHz+05+Ur3/3R/LEqrXyi8vOlyez7eXAnVtyxqe/LL0a5/tf/qx89btny5psQPrGVsjYgu1l8KGb5WP/9d9y5Q33yv6HHi7bL+6T8Xke+BlcWATzOeeLSlQHDpGPf+hf5Idnflb6lx8u+++2XTvm/GPFihW5ZYmBjYHBFv08APyfQY+HmTjmAuo5YcQCDyhEBT1brQm5+ReXybL9jpID9tytHcMHkDrq3CZGBi7A/6l36pl6Jx6/YY3kNxuU+P9cyc9cYe4YnkAH70ESPbzrij5kbegFGxs8gQ7FZpgfYrQH+ceoK2R0s0jYUMRoD54/23H3AnWEDO+68m6PGHqYDM9xMZYetEeMcdFzPInRHiDWHOI99iKDtQrEj7pjTYmlC+8kjn5cf/31+bl8s9IB1jysh175ylfK29/+9nyNaWsj8iEt9XPggQfm5A7SZWfsAHFJf8IJJ8g//dM/5eeTCWPNyjqKuOhNeW6++eacsN1111052aQcjz/+uFx11VX5hvsuu+wyudYiLXlYevoAR5+MJOK2SnpILKQPC+Xuu+8+LT3l967zhLalL4dWfE/+IDWlpZ3x7K//t3z1nCtkYc+YfOOrX5L7H31MbtDG+8U118j9T6+Ui77zJfnhlbdJz8Qq+ez/+2+5d6V22Ikh+fo3z5Id9nm+/I/XnCRLFjZldNzX8vbkk6Oy81KIR6/sOrC1rH7sieIHR9Ch+dBh6ag8ZDyMfOi0DEj8TmdeH1PuFbjMVsfZvLH1DjvJ0u23af/PF9SP1Tf1agMDf7MjZn93mgQg4QwonoBweu9uQm69dx5tw8ITRtI9wQTobclAB3TxRIz2IH/keIJn1ruuYrQHevCse4I5BBl8eyFGe5gezJGe8B57Y7QHoD1oF0+kubB7xJhDrD3CNSDPC5/DDz88d4WEHOG6CeiD/I2V7j/+4z9k++23X69fWnpII9Y+LoyD5NlvkK6XvvSl8sEPfjAnbeX0lIUPhPOv/uqv8lvMIXyWL39DJPntyiuvnFzLhiA9FkLikA+ED5AeksmNnn/9138t559/fmX6BF9M1jgNIq0eWbyk2BV46OHHZc8Dj5KXnvgKbbz/K3/6h78j6x64Rr7yg0vluONeKGuffVb2O+R58srXvkne8bY/l21a62Rtc5G87W1/Ib1P3ylf/PLX5ZGnB6Wv15e5cz511VDxUKwYHpI+x5vVAOSCTszZPT5f+9rX5I1vfKP867/+a/7bzjvvnPtFc5Yvr9NpYFeDl1D25mche/v72kR7C7MENgqStSjYgfIEAwW+6rvttlu+e/V7v/d78sd//Mf5+crly5fngx9tQpnKdR5rB9V78KrT7qa3HujgrQc6oIsnYrQH+XvrwbPhbYWL0R7o4S2DBRMywoXgfCNGe5ge3vCuqxjtAWgP7zmEZz3GHOJdV8iowxwykx6sY7h5+8Mf/nBO/CBuuEfi1vm+970vd9OcaSOC9HvuuWee3ohfSPhYT1Wlpw9C2s8888ycYHLTZ7imIg1hEFbihKSVeNaHv/KVr8gjjzySr4dDkJ5zfwD3Us7yJcRFe5TRga2nJY/ecYN89r/OkK9+5/uyyz4HSf867Whrx2XlM0/Ikl0PkJ37Vso5P79Fjj/+xfL85x8ka1Y8JoNrh2VwzdrchfPZFU/L3Q+vkefstVwevOMWeeTJ1Xm+HpTG8jz2ZcfJnb84Rz7wgffKk71byfOO2Lf9iw/o2HR0drQAZ8x4ODB38yBxoJUdoqqdqN7+hbL6sdvkn//5fXLfM0PyhY//u3z34l/I4gHfy1DmG7ddc4n85MKfyfe/f448ucr/bAh1ySBDnTOA4SbAoMe1wwwa1DcWi3BwMnhPQCCGjLqgTnWV2n3zQl2e9br0q1h15S0ntUf3qFN7bMp2t7UMxO8jH/lIbrk7+eSTcwtfN6+MIT0Ea4899sgvGyQf1qqdLIQGwtGbm9F//OMf53Ihi6zB+EA8yfNHP/qRvOtd75pGWkln+WLl+8lPfjJJOC09l72wTv7ud7+bE9LQdTUhDvIzfZlSqN7+RbKolcnTTzwhzwyOysmv/y05YFm//PyaX8rWO+4uhxx0gOy+fDc5+Mij5cD99pD9DzpCetc9Kdf/6g7ZcY995YjDDpZ99txXxlY/Ib+87SF55Zt+X0489iAZHhmeYmjzBDo0FjJ2SrbfdT/ZeXFL7rz/GfmD//m/5ADH83yAB8B2fCF/+CXzugauooV4WKeHiLB7h4+7PcBY+caHB+Wxp9fIvgc8V4aUTG+z0x6y27Lt3V0iNha2O8yDfe/dt8vEwqWyw7ZLZZ8DDpRtBvx2jSHR1Cu+4gwaHEp+zWtek/u0sxNHG1A2vqn78pk+G8Q8dwYhpJTFdrk8QH8if089jDh77nCih3d7WF/w1ANXLPoj44AXYrQHOjD2eOpB/rSJp3UpRnugB23iqQftzTOCHjwnHojRHqaHzRle8B57Y7QHQAZjovccUpe5sA5zCGNJ6NLLc8k6h7pDP9Y+kCy8mI466ih58YtfnK8n2ehGdysbcakT8uKMX7leSE/aU089NbfS2RrVQHrKgs52Jo91FJ+LLrooP1fIusvG1n322Sdf8/K7gbTkEaanLLiAciaQ/1t6vLP+8A//MPeGM11JT/k96zuhQPCevl5ZvGQgf/l2NlG8b69vgTZgs5G/fmFwzWpp9i2Uhb0tWaWdrtnTKwOLB3JT4fiYsvgxXVwruyM8t+5NjOU3f44r35nvoZJOS+enU8UGHRifcjo3EwIfJjY6rBEMwoiD+2f4ygbCqZ+tBhZqfa6RvkVKUEaHZSjCuw03BpSbgYQHN3Y5uTHKBh1AWRg8+KbOKQ8fJhv6A3XO4EkYA8qmKHNCQkJCQkJCwkxg3QJZYo3CNwTNyNEPfvAD+fnPf56va/iw3oHcsbnF+/fwLmMdBPA2Iy+OFtn6KISR8DLhA8ju9MoGXDTxsArTUxbOAxqIV/XKBsJ5TQPhRkRt7Q7x43dA3umVDfFQkL42rBGAVTxhMzVC1e+zpdlY0HHoHBCv2KBz87GHAKBrue74nTIaAQkxWT+EO9bTfIGy8tDauwljgh0grKvA6tH6VlivNhjZoMZvlJlvBkHPXW36A32xvMM2n0AGOnjqwUaF9VsvMIF4tweTB/AcH+iXZnn2Qoz2YKHBGMWz4wXqCTnhzvB8I0Z72KLLUw/GL9qd9gjnmPlEjPaIoQdgXOT58LIQ1EUPgB7MUSy6vRBDj1hzCGsHz7GX9uBZRA5rGsYWXC+t7nhGGdfCdY7FLdcxayTyw5JnpHEuwKII8SL9htQraSGeuG5uSJ3Rbyg/aW19l+CDaaRvSwGDL53cdhBidhIjErOBMlFOHiJ7ULdUoAeDILcudaP7fALZ3Uy21C8TNDtVDBwsZGkrFv7d5rGhiOGWgIxu+96GIrSQegE9vNsDPQD15QX6Gh/Pdo/RHujAs+NZV+SPLp51FaM9YugBvMeTuugB6iSjLuN7qqvugAyz3CGHv9HLSBthnXS0cZvfyQdyaOP4XEgb6ckLgrkh6QHpLD1l3pBNhVB38knwwxZJ+uiodDI6SqeHYlODjksHZodwS+/ENrCwE8MAsTnWuQ041DeDB+Xk/547dQbqw7uNY8kAnnLqogfw1iVWe4Atva5AktE9kozukWR0jzrJAJ5ykGEeCqxVkMXmOqR2LjoSl81tyDZrNNLPFaRnvYp8yjNXQPRYa5EeneYK0vPxbtcE7S/dkD4awh6CzQWUhwdlc0K5nvg/5KMO2BzruwqQ0xBpEElISEhISEjwxlzXyuW4rLEIs831bvMiPrIt/VyxqdOTti5r5c0dXZE+LGqYfLGg0DgJ64OOTj2x28JnLvVEWnZX6PRptyMhISEhISEhYcsAazg2nFnHbYh7YwjWf3iykc+GEKiEhJkwzXRDZyt/ZsNc4nbfgRvr3fjZTf6bGl2XsUOdbQk6JiQkJCQkJCQkTKFqTfdrhbb+nWogrJuquqoKK6ObOFsEOuixvn7F/8Og9eNYWPs/iqo4hpz05T82mrJkq61lm222mfxstWRx/hqG9dIqeVuwoD/3Ad5q6yLu1lstkRavd6iQQ/79CxbJVnkc/t/+oQL81tuHfy8HOgui2Gy2ituzlAnOlHZLAOXvX7hoso4X5Hpu4UolJCQkJCQkJCT82oEl7IJFi/M17aL+4pUPIfjvwoHF0t/XIxP698CSrfK4/b3F/Qutnr6CR8A52ut88oAL9PUWnnOZspEi3dZtrjFdxpYCir1A66LQ37wC+TRkcaDfhIb3KW8i3sAiPABx+YWnwR22zl+nV9Rdbx5nyQA3n2qcZo9srf/fZuutKuspfzl7s9UjjfFh+eW1V8mNt9wujz3ykNxy803yyJOrZOmynUQmxqTZar84VFukt9WQh+9/WNaNDsuvrr9Gfn71tfLQ04P5i8r7e0RGx4qbj8yyt1AJ20O3XiOf+vTnZOleh8jO2w3IGC/wWw9KJpUE3X7j1XLrQ6tknz13y0ni2tXPyP0PPiZbb7udstSJjjsJmxLoardK5fW0HrTUjVbeEE8/cq9cdullcuvd90vPgiWy7VaLtc5G88bxvvkqISEhISEhISFhfsD6jwU4n5nWcLYmztFeI4debfyfdSCuouQzLf7mCi1jr657773ternoZ1dJ/zbLZMdtFusav7hfAc7R39crjz14j6xaJ7reXSA3XnuFXHHNTbL9zstl2yWL5NmnHpaLL7pAHnl2TPZYvotk42OyaPFWMrTqKVm5Zq2SnkWycGGf3KzprrzpPtn9OXtIf1PrSTPfAmpoClrYxYsXyf233iDnX3a19C/ZXrbfaiAntIsW9MlNqt9VN9wju+21hwz0t+SRe26TCy66VBqLtpVddtxORoeH5LorL5Prb3tIlu+2XAYWLpDxtc/IRT89T1ZNLJQ9dt1R1q56Wq64+EK5/aGnZbfdlEM1OG/Zlq/ISV9vvyZc85h84F//UT712TPl82d+WS685DK577FBOfmVp8qCxogWtjig2b9oQB741c/krJ/+UhY3Hpf/+MDpsnrdmFz/84vkp5ffLEcec4xsu7gvZ/0LF/RLT2+v9E0Myaf/8yMyuv3+8vLjj5UlixbmlsJGNi6ZEiGI3ujoWG4BW7hggVx09tfkl4815fl7L5bv//gKee7B+8m3PneGjG2zp+y/x1IZGeF2oc2rqambmUgfem41sEgu+N4X5I//+M/k7PMvkYsu+Kk8M7KVnPyyY2V8eJ2MTyTSl5CQkJCQkJCwpYD132ykj4X3wJKtZWF/j671RJYsWSwtjcvNmWOjI9Lbv0gWDyyUkeHhfD28pZC+Vm+fTAw9I2d/77ty2RVXyE8v/rnsd8QLZNftFuV69C1cLI01D8uf/s7vyvAuh8gxe20lX//yV+TKn18lF159m7zwJcfLfddeIN8/90K5WMnL6r5l8oLD9pGrz/+evO1tb5ds2YHywiOeK1ef9w358CfPlJtuuEruemytvOi4Y6QxNrJZGoGqALFbvHhAbrj0bPnk574m9z7wpGy7066y3167Sb/2ict/8BX56Ke+Kr/61bVy7zPjcvQhe8jnP3G6XPnLX8n5P71M9j3yOHnm9kvl/33pu3LDNT+T2x8dkeOPPVjO+MC75OzLr5FLfnqR7HzA0dJ66h759vd/JJdedJ7cvTKTFx1zpEwEN7LmpG8CRt5aKCe++jflkJ175LPfv1I+8rmvyz+89beltzEmw0qyCjLTIwt6x+UbX/qKLD/6FNl5/H55aHSxfOgDH5DXnnK8XHXO1+WXTzTl5S84VC78wZfka2edJzvs9lx55p6r5AMf+5zs+fyXy/P22U7O+uoX5fwrfik7P2dfGVvxgLLWh2WvPXaVO268Vp5cMy6DKx6WwWyRPPKLc+T9//l52f3Q4+SAHRty/lW3yNHPf740s7FpzHVzwGykb9HAYnn4VxfJb/3OW2Sn3/gD+e7XvyB/8ru/KQfu+5ycHLOzgzk3kb6EhISEhISEhC0Ds5E+vOmaY2vk62d+Tu56ekL22XlAvvyFL8i1v/il3HTrnbLnfgfJ03ddK984+xJZvue+sqhP82z6votwY0HZ8ts6ZULGspYcdszxcspLj5arr7hEtnnOoXLAbjvIyHhDlizM5LtfOlMu/sVNcsQLj5ejDz9cDn/B8fKio54rF1x6sex36LFy5MEHykmveKX0rL5XbnpyXF52zMFy/TXXyp333yc7P/cYOfaAneVTn/gvOf4tb5e3/+5x8vkvfk32PvJ42WP7BTI8NrGZmYCq0dOr6/w1j8vnP/cV2eOwF8prX/0KecGRB8m48obmuhXyn5/6jLzmL98v//SnJ8rXPv1F2X6/58nJJ58ib/7dN8ttF39PudY28rLjf0N52hvkpKN2kW+fdaFss3VLfn7Dg/KhT3xSBlbcLD++7kH5zd98o7z85JNk+cLVcsXND8jxLz5eWhNT5LhgJzCoRlO22XZbWbr9dtK3YKFsv3TH3G+0GfDolhZ66MkH5J4nh+TwQ55bBCoRHJ5oSu/AUnnjb75GVj/+kHzvG5+Xb/z0F9LfHJH/+sR/ysMrR2XptlvnZsY1q1bI2qE1cuV531K2+02587Yb5KwfX5q/4+PaC34kP7niRlkwsFA7VEGUcv9WfWD2e+7BMr7yEXls5RrpUWK1RUHrtq+nKVddfK48smJATnvvO+SCL58uv/eH/1P++ytnyZoRrb/eLUynhISEhISEhISEGYHL5sCSbeSZ+66Tt/3d2+Vf3vkO+fTXzpHG2DPyf9/2t3LlzQ/Kj8/8iHz8C9+WBVttpWvldsLNGBBcjiWNjo6rbkvkxku+Lf/zT/5MVvXtJi8+Yl8ZHh6RAWWvl5/3PXmksVT+9C2vkQW6zoUA/+Rbn5E/+V//R3be72g5fM+lsvKJe+U9f/9WOeOH18v/3965AEdVnXH8v9lXdpNsXiQxQEQloBZf2LQSJDAqjxZprW1RKorWohisOGo7alut09panI7UEZj6aH0MtrWpIJaoiLzS8BAwCgq0RNAEQsiT3Wz2/er3nXvP7t1LEmCEmWTm/ia79zy+c853zr27e/659557/bRrScRl4Ma5d2JG1eWIk6iL9B5DwOfAuIvPg7PoXIyisWw72o4MqxWmwXYGqB+sVgu8XUex+9N9aKivx+LfPYEVtfVC+5itDriy7djdsA27GvaiubULMZMNRcVFOPTxJnSZszHpm5chr2AY8rPMWLt+My6rqkK0rQ35haNRkGnBhZdcDnOPD/6wBy889TAeW7oSk6+bCZc9QaJcdYLQnJJKgK/ADUeiQgRG+BJKvvxSo6H5Pw8hEmxWEmU5TmUBElb68gH+brcbubmZ+Hh7HQ63H0fA24PDR5rgKinDpMoJ+M7UKQh2taK1J4jCwkK4uzsQomays7NF+aycbBJHZnE9L8xOjK+YgKurpmLm5EuRm5MJmzWGXn9YCMKhiNVsRTTiR/txD674xgRYvQfx2hv/hj9Goq/P+wANDAwMDAwMDAyGKol4FKGEHfc/9hTGxA9gyfJXcMuiX+DuexehcpQLq/7+V7y/qxk3zJ6Lc7IsCJKQGszwIo6dRz7HmtWr8X79DvSGorhswjQ88qvHcU78GNas2y4Wbulq3I5Hf7kEbZ1d2LllKzZu2opOXwRV02/E4489jNDnH2LzR/9F0Yhy3LHwZ5g3awJqa2rgjvJJkBgC/iCfUhSvEN8ClaB5sjkDMcq28SKIvCrMkDjPx10wwef1IJZTikf/+Bx+vfAWbHxzFdxhE8mdfCy4ZyFCh7bilZXvwZafh6ICFw7t+Q9eXbUJ37/jPkwYVwa/pwMrXlyO1ngZqn9yE6wxP3xBGiMmHkHCYoLDmYvvzavGQwtuwpZ3VqOpK4hMS0pfpCkNHrpYLIJwrw9RvuhYp64SJAKtjiyYaAcHQjTYdCB3d7Sjra0D9e/V4KWaDzDlmikoLcwlUVeESysqMe/WeRiRn43OTjf83W144+XXYCoYixtmTCRBGYedVO6RA3uxr/EAtu/ciSAd6yz6wpGw8OVIcyM5HRDPwPP3RmC3kShU/RkyJOL0IY5i0qzZqByXg/vuvhMNzV6MKClULgUl8ZwYokLWwMDAwMDAwMCgPzJgNSew+d230GYqxCVjRuL91f9CTzQLC++6GatfXYo9biduumEqYiE/TwkHNXwrU0HpeZg6fQaurfw6gp52NHV4UXLOcMSCvfCSuNm/Zxf2H/Xj5tvmoMQRQ1NLG3p9XrS3HUEnzeVHlBbD6+6Gp9eLL1pakJlbhDynjfLbEVcnxOFwiOb+AVhzhqNgWBi1tWuxY/M6tIaA8gtGIBLm9UaE6aCH728sHH4+zi9yoPHAPjQfbUFuSRGa//cJGvY2wu4qQfVDD2N6xVhcdMV42H2f4+nlr2Pit2ejvCQbnh4PVr7+InYdjWHOD2bi+LEOlI4djeYvd2L7J3uxdv0WlJZfAHdrE6JWF4nGHLS1tyOqk3Linj4laILFYoW74yj2Hj6Omddfj1FFOeLMn7xXjY/DbJcL+z6sR8hVhouHO7FmzXvYsGEz9h9qw4233o3pE8dj5MhSfPnpR/joswMoPHcMLh97Hg43N6H8yqtQVpyJuvUfoKMnirKx4zBt6jU48ulGvFlbB0deCSqumohCRxxhSx4qK76GHXW1aPJkwhXvQWNHHN+aOgmmWFgs+zqYONk9fdFwBK7iUZhSNQFf7N6Gt99Zh/agHXfetQBVFReTfo6QyB145ScDAwMDAwMDA4PBw8D39CVgttgR87XjuSXPYvS1t+OJRXNQ++YqnF9xHWZOHo8Vy5/ByKof4cEfz0LI50N4CKzeyY8K4JX5s5zZCHta8PzSP+FvNWtQeuk1qL51Jt6pWQF//jjMv+2HqKy8GvmZUVxRNQNjXGEs/v2TeGvtNoyfdjPmzpqM9atew5KlL6GpO475996LC4qzgHgMLYe/gHPYubiExMzoshK8+8+XsWH3YcybvxBXlpfAHyD1N4jHSAuvnZKVV4wSZwR/WbYMu1sjWPRgNZp3rUOjx4rc8BE8+dvFaPaaMf+eamT7m7GqdiMO7v8Yb7+7HpmFwxHsOIiGhj2o37gW2/Y0YsrM2RhhOY5ly5+HZfh4PFA9F/u31OLpZ57Djs9aMGd+NSrGlCLIl1SqmNxud7p8ogHMoFeCDl6ZwWfZbDabEDO8Kue+rW+jZtNB3P/AT5GV8MPjDSArNx8uUuleby9sDgfiIT/clM4ikeUiL1KSoHr5uRQ+rxdmuxOWDGrBZBb3+vV4/cjJyUEsmhJ0fO2vhdoMeI7hhWUv4KJpc/DdSePg7fUpBoMI/nAGAgFx2ps/rPpnYzCcxNc+Z8QjcPf0wmLLFM/WCPh9CASp3zTmfH1vX2UNDAwMDAwMDAwGF/Kf/pFIRMzhToDy+R/7fNUmr+DI61JEggF0H+/EhtX/wCO/eRZ/eL0Wt0+/Em5PD0KhEOx2u6h3KMDaIEz9CUUTKBxWgHgkhGA4KvxnPcHwwyl4ZpthSiAY8COSMGNYYR4ivFppOIxeP+kF0hFZNrMIc1nZ/ziJgkyHk8asF8GYCbnZTppv+0WtQwnxaAanA70eN2CxI9tpJ+FKfYWyII6fBL/DVQCnzSQEbYyOmWAoTCVN6jMLzQjROEeicZjNrMeykOWww93dBUdOHqw0tiEaSx/VY3O4aJwy4SN9oR0nk8fjSVMYPMh8tioWS62QyWKGD0BuJJHgZ3Ik0HjgIAqGj0JxfpY4QxUnVR5Vn8/H5cwWEnN0IPDKNPwsDXGmkJQud1qIIrLn6lno8L2CFrNJ1CMFD+/rWIwfzmhD2NeNQ80dKL/wQiGYWEAONrjfJxN9jLgPksWsGMuE+KLgHRKJGKLPwMDAwMDAwGAowfNVnv/2K/p4TmfKgJXmxWKuTHPb3FwX6lb+GQt+vhjT73gETz16F0whP8JUD59o4Xqk6Bnc8HyVdAPNezPEOESpj6QB+CHb1G85X8+geT7f6qSsUm+lvtH8N0K2lJ1BtiyEtTpCKZOqg6sRZz+pvSiv+6ERMkMJHg0r9YPHgp9pzs9A58VoaMhEOp8R5GccmqjvSn8VWJPRiCjjylAZHmuhqaxcjrQWaSgeZwuvjUI7oa9xMnm9XmWPDAA/ToAHX9kR1ITJDJvNKq63ZQXe34HJ4uWrHrRKHRmwZ9oREc+yI6e/WpVnDSFgyblT6bMQdmyrxrksp7E4Plucif1hYHDmOclXkMyWhy7HOXzSb65BjrY/Em2/+vuonu1+9+UDx/vzJ82I6ddwUGF8Hxr0C/8+MyccH2q6PNSHGPJjfOru9/H50CXJqKiT3njIZP1peSrJ4nojhtM4Lsd/CMEuJ2gi39ftPX1CAxUJBRAIx1FcXIRYOCgEH8MTdp70a4dGGRcl+JU5k3XpEU7LBtJ6kELsX8rTZCe/j/srpvWX80/R/4HM9NXIZkUaRUiXCniT/CqgSFr8LMLDdKbbMdXV1andOvPwDhTiZgDkj67eTvtjfLI6zgTS14F81uZp/db6eroM1B5zsvy+YeGZPm76emRc+n76bZy+b7ItRl9OX5fWN0Yb1+f1h77MqaL3hekrTU/SJ50dX9bMiHdNntZKFmWkCSdxkPP0TWvTlHbTaqOXKCm2bKetXyHVH/0Y6fsq42ym1JVufyKUL9tjExlW/Umh1iPemaRhMijyRMP8R2+ibfmjyrkc5xeH9T+2ojShVqZFFpFbRprJ+AlQhuoLX6KSsuOAEklvKWlA6UpYpgg7inBcHU41ogS1nDDMfdgoiTxCfWYKtG0r4VQoidqY9Em2LWtV9r8aYTTOKf/CYh/YC8UozSNZWFNGoKYJO1G5Nl8pnUw9wQGOnt6xfDr0d4zr6z0d9L7q4Xx9P84mWj/07Sl5nKZsOVtvr/VVm6eF0wfqS3/lBkK2p91KP5WXAv/TmJHtc1NKUOu72AhEUE0Xy8EnbWirBBW04SR9fDep5ZNbFWmRqocD6TaM+AyJsrKvSnoKxfmkr7yVlasdo5Jim+qomp6M69GmUzjNLL2MrEI2LUnGaatxRYkQSp7I4YDyoj8lphoR1GPxnrThl0hSe8WnlzRpwlYdJO0+VwxSyBpFiP9EMbVO8f3OXijHvKxWIL/7ZVxCNsJM01EO8WV76VAqG1Iyn+Xhs3/8cHY+gcKwr2rLwlb4JXKUPI4peUq6EkrZyLhAlKVj0qTcrqW3EeXZhgIiX2OktU9GeMvIsDYtrQTvtXQ/GTE2FBF5FFb6w8iKUlslpJRPQzVJldUiy0vS4/pcRlaT3pbOkoLi4y/eOJ5eiy46IMnxTpbhgGyPtwqyf+l2TMqmf7R1acPA/wHaQlecVSQ6MAAAAABJRU5ErkJggg==\" 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      "id": "0ce118f3-5559-495f-b412-e9d3319c9b74"
    }
  ],
  "nbformat": 4,
  "nbformat_minor": 5,
  "metadata": {
    "kernelspec": {
      "display_name": "Python 3",
      "language": "python",
      "name": "python3"
    }
  }
}