{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "# Tutorial 3: applying FDTD to photonic crystal slab simulation\n",
        "\n",
        "In this tutorial, we show how to apply FDTD to solve a slightly more\n",
        "complicated EM problem involving a photonic crystal slab that supports\n",
        "guided resonance. In particular, we reproduce the findings of Fan et\n",
        "al. (2003), which is linked\n",
        "[here](https://opg.optica.org/josaa/abstract.cfm?uri=josaa-20-3-569).\n",
        "\n",
        "For more details, refer to the [Tidy3d\n",
        "documentation](https://docs.simulation.cloud/projects/tidy3d/en/latest).\n",
        "\n",
        "## Setup\n",
        "\n",
        "First we import Tidy3D and the other packages needed. If it is not\n",
        "installed, please perform the installation and account authentication by\n",
        "following the detailed instructions\n",
        "[here](https://docs.flexcompute.com/projects/tidy3d/en/stable/quickstart.html)."
      ],
      "id": "dde1a9d9-515b-4ec3-8524-5e41a8e3df47"
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {},
      "outputs": [],
      "source": [
        "# standard python imports\n",
        "import matplotlib.pyplot as plt\n",
        "import numpy as np\n",
        "import tidy3d as td\n",
        "from tidy3d import web\n",
        "\n",
        "td.config.local_cache.enabled = False"
      ],
      "id": "07fc6326"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Next, let us define some key parameters."
      ],
      "id": "ab6bfc2f-93fa-481c-9860-89337a05d9d0"
    },
    {
      "cell_type": "code",
      "execution_count": 2,
      "metadata": {},
      "outputs": [],
      "source": [
        "runtime = 100.0  # in unit of 1/frequency bandwidth of the source\n",
        "dPML = 1.0  # space between PhC slabs and PML, in unit of longest wavelength of interest"
      ],
      "id": "dbdd7737"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Let us define some basic parameters."
      ],
      "id": "e4c6d0c2-bc95-4676-abd3-d05f98330d77"
    },
    {
      "cell_type": "code",
      "execution_count": 3,
      "metadata": {},
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Total runtime <= 5.555555555555555 ps\n",
            "dl = 21.368550163866615 nm"
          ]
        }
      ],
      "source": [
        "# Wavelength and frequency range\n",
        "freq_range = (75e12, 135e12)\n",
        "lambda_range = (td.constants.C_0 / freq_range[1], td.constants.C_0 / freq_range[0])\n",
        "freq0 = np.sum(freq_range) / 2\n",
        "\n",
        "# central frequency, frequency pulse width\n",
        "lambda0 = td.C_0 / freq0\n",
        "width = 0.3\n",
        "freqw = width * (freq_range[1] - freq_range[0])\n",
        "\n",
        "# runtime\n",
        "t_stop = runtime / freqw\n",
        "print(f\"Total runtime <= {t_stop * 1e12} ps\")\n",
        "\n",
        "# frequencies and wavelengths of monitor\n",
        "Nfreq = 1001\n",
        "monitor_freqs = np.linspace(freq_range[0], freq_range[1], Nfreq)\n",
        "monitor_lambdas = td.constants.C_0 / monitor_freqs\n",
        "\n",
        "# PhC slab\n",
        "period = 1.0  # um, period along x- and y- direction\n",
        "t_slab = 0.55  # um, thickness\n",
        "ep_slab = 12  # permittivity\n",
        "mat_slab = td.Medium(permittivity=ep_slab, name=\"silicon\")\n",
        "\n",
        "# PhC air hole\n",
        "radius = 0.2  # um, radius\n",
        "ep_hole = 1  # permittivity\n",
        "mat_hole = td.Medium(permittivity=ep_hole, name=\"air\")\n",
        "\n",
        "# Grid size # um\n",
        "dl = (\n",
        "    lambda_range[0] / 30 / np.sqrt(ep_slab)\n",
        ")  # 30 grids per smallest wavelength in medium\n",
        "print(f\"dl = {dl * 1000} nm\")\n",
        "\n",
        "# space between PhC slabs and PML\n",
        "spacing = dPML * lambda_range[-1]\n",
        "\n",
        "# simulation size\n",
        "sim_size = Lx, Ly, Lz = (period, period, 2 * spacing + t_slab)"
      ],
      "id": "57c82b7e"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Create Simulation\n",
        "\n",
        "Now we set everything else up (structures, sources, monitors,\n",
        "simulation) to run the example.\n",
        "\n",
        "First, we define the unit cell of PhC, made of a high-index slab and an\n",
        "air hole."
      ],
      "id": "e8f36b08-ec15-4717-8a46-0e9f0f9b8bfc"
    },
    {
      "cell_type": "code",
      "execution_count": 4,
      "metadata": {},
      "outputs": [],
      "source": [
        "slab = td.Structure(\n",
        "    geometry=td.Box(\n",
        "        center=(0, 0, 0),\n",
        "        size=(td.inf, td.inf, t_slab),\n",
        "    ),\n",
        "    medium=mat_slab,\n",
        "    name=\"slab\",\n",
        ")\n",
        "\n",
        "hole = td.Structure(\n",
        "    geometry=td.Cylinder(\n",
        "        center=(0, 0, 0),\n",
        "        axis=2,\n",
        "        radius=radius,\n",
        "        length=t_slab,\n",
        "    ),\n",
        "    medium=mat_hole,\n",
        "    name=\"air hole\",\n",
        ")"
      ],
      "id": "33c2df39"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "We must now define the excitation conditions and field monitors. We will\n",
        "excite the slab using a normally incident (along z) planewave, polarized\n",
        "along the x direction."
      ],
      "id": "238452de-9e2e-4ad3-a2a6-3d30e7ff5764"
    },
    {
      "cell_type": "code",
      "execution_count": 5,
      "metadata": {},
      "outputs": [],
      "source": [
        "# Here we define the planewave source, placed just in advance (towards negative z) of the slab\n",
        "source = td.PlaneWave(\n",
        "    source_time=td.GaussianPulse(freq0=freq0, fwidth=freqw),\n",
        "    size=(td.inf, td.inf, 0),\n",
        "    center=(0, 0, -Lz / 2 + spacing / 2),\n",
        "    direction=\"+\",\n",
        "    pol_angle=0,\n",
        "    name=\"planewave\",\n",
        ")"
      ],
      "id": "e6a7cecf"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Here we define the field monitor, placed past (towards positive z) of\n",
        "the PhC slab."
      ],
      "id": "b1640c75-954a-43b4-b645-512f78440dbc"
    },
    {
      "cell_type": "code",
      "execution_count": 6,
      "metadata": {},
      "outputs": [],
      "source": [
        "# We are interested in measuring the transmitted flux, so we set it to be an oversized plane.\n",
        "monitor = td.FluxMonitor(\n",
        "    center=(0, 0, Lz / 2 - spacing / 2),\n",
        "    size=(td.inf, td.inf, 0),\n",
        "    freqs=monitor_freqs,\n",
        "    name=\"flux\",\n",
        ")"
      ],
      "id": "81c3afb1"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Additionally, we also place a time monitor in the middle of the field\n",
        "monitor plane to monitor the time evolution of the field."
      ],
      "id": "82c28e05-d41c-4240-a616-8de40f7e1e25"
    },
    {
      "cell_type": "code",
      "execution_count": 7,
      "metadata": {},
      "outputs": [],
      "source": [
        "# We are interested in measuring the time evolution at a single point in the field monitor plane\n",
        "monitor_time = td.FieldTimeMonitor(\n",
        "    center=(0, 0, Lz / 2 - spacing / 2),\n",
        "    size=(0, 0, 0),\n",
        "    fields=[\"Ex\", \"Ey\", \"Ez\", \"Hx\", \"Hy\", \"Hz\"],\n",
        "    interval=1,\n",
        "    name=\"time\",\n",
        ")"
      ],
      "id": "f011069a"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Now it is time to define the simulation object."
      ],
      "id": "93696969-10f6-4bd1-9146-28e7372947c7"
    },
    {
      "cell_type": "code",
      "execution_count": 8,
      "metadata": {},
      "outputs": [],
      "source": [
        "sim = td.Simulation(\n",
        "    center=(0, 0, 0),\n",
        "    size=sim_size,\n",
        "    grid_spec=td.GridSpec.uniform(dl=dl),\n",
        "    structures=[slab, hole],\n",
        "    sources=[source],\n",
        "    monitors=[monitor, monitor_time],\n",
        "    run_time=t_stop,\n",
        "    shutoff=1e-7,\n",
        "    boundary_spec=td.BoundarySpec.pml(z=True),\n",
        "    normalize_index=None,\n",
        ")"
      ],
      "id": "b0e8496e"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Plot the Structure\n",
        "\n",
        "Let’s now plot the permittivity profile to confirm that the structure\n",
        "was defined correctly. We use the `Simulation.plot()` method to plot the\n",
        "materials only, which assigns a different color to each slab without\n",
        "knowledge of the material properties."
      ],
      "id": "c611ea78-7f3d-4a8f-84c8-0c1cab7c04de"
    },
    {
      "cell_type": "code",
      "execution_count": 9,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
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Hy9/f36KMAQDuyuHF8oyM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\nS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          }
        }
      ],
      "source": [
        "fig, ax = plt.subplots(1, 2, tight_layout=True, figsize=(10, 4))\n",
        "sim.plot(z=0.0, ax=ax[0])\n",
        "sim.plot(x=0, freq=freq0, ax=ax[1])\n",
        "plt.show()"
      ],
      "id": "69315229"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "We can also take a look at the source to make sure it’s defined\n",
        "correctly over our frequency range of interest."
      ],
      "id": "ab05b5b9-583f-41a8-9dfd-252fe1b4cf44"
    },
    {
      "cell_type": "code",
      "execution_count": 10,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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6NZYsWaKxntu3b2P06NHi++7du6Nx48Zq5Zo1ayY+pvvgwQP8/vvvGuu7cuUK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\nTkSuQmCC\n"
          }
        }
      ],
      "source": [
        "# Check probe and source\n",
        "f, (ax1, ax2) = plt.subplots(1, 2, tight_layout=True, figsize=(8, 4))\n",
        "plot_time = 0.2e-12\n",
        "ax1 = sim.sources[0].source_time.plot(times=np.linspace(0, plot_time, 1001), ax=ax1)\n",
        "ax1.set_xlim(0, plot_time)\n",
        "ax1.legend((\"source amplitude\",))\n",
        "ax2 = sim.sources[0].source_time.plot_spectrum(\n",
        "    times=np.linspace(0, sim.run_time, 10001), val=\"abs\", ax=ax2\n",
        ")\n",
        "fill_max = 45e-16\n",
        "ymax = 60e-16\n",
        "ax2.fill_between(\n",
        "    freq_range, [-0e-16, -0e-16], [fill_max, fill_max], alpha=0.4, color=\"g\"\n",
        ")\n",
        "ax2.legend((\"source spectrum\", \"measurement\"))\n",
        "ax2.set_ylim(-1e-16, ymax)\n",
        "plt.show()"
      ],
      "id": "bdd92665"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Finally, we define a simulation object without PhC slab to normalize\n",
        "transmission."
      ],
      "id": "b4ee2f42-4805-410b-9615-02bd5b7f4a02"
    },
    {
      "cell_type": "code",
      "execution_count": 11,
      "metadata": {},
      "outputs": [],
      "source": [
        "sim0 = sim.copy(update={\"structures\": []})"
      ],
      "id": "c3883512"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Running Simulation\n",
        "\n",
        "We will submit the simulation to run as a new project."
      ],
      "id": "42a3df23-0c31-4616-85ba-9748408541fa"
    },
    {
      "cell_type": "code",
      "execution_count": 12,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"5e788b3a120c45fbb777716e18ef6619\",\"version_major\":2,\"version_minor\":0,\"quarto_mimetype\":\"application/vnd.jupyter.widget-view+json\"}\n",
              "</script>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">16:04:21 UTC </span>Started working on Batch containing <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">2</span> tasks.                       \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>Maximum FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.081</span> for the whole batch.                \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>Use <span style=\"color: #008000; text-decoration-color: #008000\">'Batch.real_cost()'</span> to get the billed FlexCredit cost after    \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>completion.                                                        \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"53a3bab5ff9e4aa0b8115f8ea93a7db1\",\"version_major\":2,\"version_minor\":0,\"quarto_mimetype\":\"application/vnd.jupyter.widget-view+json\"}\n",
              "</script>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">16:04:23 UTC </span>Batch complete.                                                    \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>"
            ]
          }
        }
      ],
      "source": [
        "batch = {\"lecture03_PhC_normalization\": sim0, \"lecture03_PhC_transmission\": sim}\n",
        "\n",
        "batch_data = web.run_async(simulations=batch, path_dir=\"data\")\n",
        "\n",
        "sim_data0 = batch_data[\"lecture03_PhC_normalization\"]\n",
        "sim_data = batch_data[\"lecture03_PhC_transmission\"]"
      ],
      "id": "72040e34"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Post Run Analysis\n",
        "\n",
        "Once the simulation has completed, we can download the results and load\n",
        "them into the simulation object.\n",
        "\n",
        "Now, we compute the transmitted flux and plot the transmission spectrum."
      ],
      "id": "8a670b52-adb2-4f53-8e01-f993c473a092"
    },
    {
      "cell_type": "code",
      "execution_count": 13,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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jRo3g6+uLwMBArUI1liTzAseaw8czkpWA4fUzKlasKE7L2LFjh3EDlMH58+fF\ni6AePXpg1qxZepNsALJV0RqQJhqPHj2KtLQ0MWGpuSZls2bNxJGxhw8fFte9BIwzHdwcBZJM9Tqa\nU61atfDbb7+J25qjRW2BMc7RWPvIcPz48SzvKCclJUkW/bek9ayIiCh92m7mdSszCrMYsm/fPvF7\na/+7npGgAoDPPvsM48ePN5iwNfd1UEREBDp27IiIiAiUK1cO27dvz3YxvYyli4D0QqV5lflnnZ33\nSXb6ZJc5rokt/b2QHYGBgfj888/FbVu8JjbGORpjH5l/Hw4cOJBl/3v37omJfjs7O9SoUSPHxyTz\nYcKSzGrLli2oW7cuNmzYgMTERFSuXBlt27YVE3z79+9Hs2bNsGXLFpkj1e3WrVvi9/7+/pLHMicM\nsqqumzH0/Nq1a0aMTh6ZE7dZLQIdEhKS7Z9t5qncMTEx2LBhg1i9XTMJ6eLigsaNGwNIH415+PBh\n8TFjJCwzX5DGxcXleX+6mOp1NJbIyMhs9cscu+Yi8ZbOGOdortepTp06YkI/KioKixcvNth/0aJF\nYmwFCxaU/PNERESWIfMN2VmzZiEtLU1v35CQEKxatUrnc61RTq6DDh48qDVd2JSSkpLQvXt3PHjw\nAD4+Pti9e7fBKs2aAgIC4ODgACA9IXP06NFsP1fX+peZr2337NkjzirSJTU1FT///HO2j5cVS7sm\nNvd7AeA1cWaWcE2c+ffh9OnTWf5+TZ8+Xfy+fv36uVrfl8yHCUsym4sXL2LAgAFITExEmzZtcOfO\nHdy+fRuHDh3CpUuX8OjRI7Rq1QrJyckYMmRItqY4mFNsbCzWrVsHIH1qR82aNSWPZ75wMVSpMS4u\nTvwgfvv2LV6/fm38YM0oc8XJbdu2iUlFTQ8fPkSnTp1ytDB65g+gzIWOdF2UZ/Q9d+6cePc6c/Ge\nvChSpIj4/aVLl/K8P11M+Toaw4wZM9C1a1exop4ugiBg3rx54nZ2qhhaEmOco7leJ6VSiVGjRonb\nn3/+Ofbu3auz765du/DFF1+I2yNHjszypgoREZnf+++/L35/8eJFfPDBBzqn8oaHh6Nnz55iwsjP\nz09cdsRaZb4OWr58ud6idCdPnkT//v3NFRYEQcCQIUNw6tQpODk5Ydu2bTmqdA2kX0cOHz5c3F+P\nHj3Eddr1efXqFb744gud17wVKlQQb+qnpaWhT58+Ov/3SE1NxXvvvWcwoZlT5r4mtqT3QoaBAwdi\nzJgxktl1mhISEiT1H6ztmtgY52iu16l8+fJicdyM42YeZJTZ3Llz8ffff4vbH3zwQY6PR+bFNSzJ\nbCZNmoTk5GTUq1cPe/bs0fqHuWTJkti5cyeqVauGkJAQzJkzBwsWLJApWm2ffvopIiIiAABTp07V\nmhJRr149KJVKqFQqbNu2DR999JHO/ezcuVNS6S46Olry4W9tGjVqBE9PT0RHR+PFixeoXbs2hg8f\njlq1asHDwwNhYWEIDg7G5s2bxYI42V0QOXPC8t69ewDSP5R0FSpq06YNvvvuO6SmporJ7nr16sHd\n3T3P51ipUiUUKFAACQkJuH79Ovr3749u3bqJ601lxFW+fPlcH8OUr6MxCIKAnTt3ir+jHTp0QK1a\nteDj44PY2Fg8evQI69evl1wg9OnTx2zxGYMxztGcr9Nnn32GNWvW4NWrV0hMTESnTp3QvXt3dOnS\nBX5+fggPD8eOHTuwdetW8TmFCxeWJC+JiMhyVKtWDe+99x6WLFkCAFiyZAmOHz+OYcOGoVKlSlCp\nVDh//jyWLl0qGXk3e/Zsq78RFRAQIK7hmbEe+bBhw1CxYkW4uLggJCQEe/fuxZ49e6BWq812HTR5\n8mRxfcQhQ4bg7du3em8QZlAqlZIECgD873//w8GDB/H48WNER0ejS5cuaNCgATp16oTKlSvDzc1N\nvE44fvw4Dh8+DJVKhUqVKuk8xk8//YRmzZpBrVbj7t27qFq1KkaNGoXGjRvDyckJd+/exfLly3H3\n7l3Y29sDgMERu9lVt25d8fu1a9fC29sbzZo1k4xSq1u3bo4LC2Vmqe+FDCqVCn/++SeWLFmCJk2a\noG3btqhcuTLc3d0RGRmJmzdvYu3ateLgA4VCgd69e5stPmMwxjma83WaPXs2GjVqhJSUFLx8+RJ1\n69bFkCFD0Lp1axQsWBAhISFYv349Tp48KT6nYcOG4lqaZLmYsCSzuHPnDk6cOAEA+Prrr/VeVLm5\nuWHUqFH45ptvsHPnTotJWK5cuVKcctm4cWNMmDBBq4+7uzt69+6NDRs24OjRo1i6dCneffddSZ+X\nL1/i008/lbTFx8ebLnAzcHZ2xvfffy++JhEREZgzZ47OvlWqVEHv3r3x448/ZmvfNWrUgK+vr5go\nBvRPeWrSpAlcXFwkd2GNMR0cSF9Xql+/fli+fDkAYMOGDdiwYYOkzzfffINvv/0218cw5etoDJkX\ntL5582aW0286duyIoUOHmjosozLGOZrzdfLx8cHGjRvRuXNnxMbGQhAEbN26VZKgzKxgwYLYuHFj\nnv6JICIi05o3bx7u3LmD48ePA0i/hs68xpumCRMmWN3nrS5VqlTBiBEj8NdffwFIn1Eybdo0nX27\ndOmCggULijOfTCUsLEwynXrp0qWSAon6uLq6ak2X9vX1xe7du9G5c2ex4Mf58+dx/vx5g/vKfF2R\nWePGjTFjxgyxeOfbt2/xyy+/6Ow7c+ZM/Pjjj4iJicky9qxUq1YNdevWxaVLl5CWloZff/0Vv/76\nq6TPli1b0KNHj1wfwxLfC5ll/EwEQcCpU6dw6tQpg/2nTp2K2rVrmyEy4zHGOZrzdapduzYWL16M\nd999F2lpaUhOTjb4+1q6dGmsX78eSiXTYZaOU8LJLDKvJZGSkoKDBw/i4MGDOHDgAA4cOID9+/dj\n//792Ldvn5hwevr0qdYUgNjYWOzduzdPXzmdvnDkyBGMHj0aQPo0CEN/3GbPni0mA0aPHo0BAwZg\n7dq12LZtG77//nvUrl0bz549Q8mSJcXnZHfBbks2fvx4TJ8+3eAf/S5duuDIkSPw8PDI9n4VCoVW\npTh9CUtHR0c0bdo0W31zY/bs2SZf989Ur6MxZEw5zpiCpI+joyOmTJmCrVu3iqNPrYUxztHcr1Pz\n5s1x8uRJNGvWzGC/pk2b4sSJE1nGRURE8nJ1dcX+/fsxadIksaCgLr6+vli0aJFWssiaLVq0SJw6\nrYtCocC4ceOwceNGsxR/yTwjyhgqV66MCxcuYOzYseJ69vqULFkSs2bNkqzLrunTTz/FH3/8oXcN\nPkdHR/z888+YPHlynuLWtHLlSoOFIY3B0t4Lma1duxbLly9HtWrVDPbz8vLCggULMGPGDDNFZjzG\nOEdzv07Dhw/H7t27s1yyoXfv3jh9+jTKlCmTp+OReTClTGbx7Nkz8ft33nkn28+Ljo6WJPTu3buH\njh075imWzp07Y+fOndnqe/78eXTv3h0pKSnw8vLCvn37UKpUKb39S5QogaNHj6Jv3764ceMG1q9f\nj/Xr14uP29nZYerUqVCpVJg7dy4AiIUzLEWxYsUQGBgIADlao+eLL77AkCFDsH79ely9ehUxMTHw\n9vZG2bJl0b17d/GOWZkyZcT9G3otM/Tv3x9v374Vtw2Nmhw6dKiY7FMoFFkmcXLCx8cHZ8+exd69\nexEcHIynT5/i7du34sWs5nRwS3gdcxpDtWrVxP66FpMPDAxEYGAg7t27hz179uDKlSuIiIiAk5MT\nihYtirp166Jbt24GKznmJCalUin2zc6FceaEsq6Ld19fX3F/1atX17kPY5yjMfaRnVgzVK9eHSdO\nnBDfnw8ePEB0dDQ8PT1Rrlw5BAYGokmTJgb3ARj//UJElB/k5O+gp6en2N/QSCJnZ2fMmzcPU6ZM\nwc6dO3HhwgWEh4dDqVTC398fLVq0QMeOHeHm5mbU+ID00W0Zz8lqySIvL69snU+Gtm3bIjIyUpyi\nrMnR0RHLly/HRx99hH/++Qd37txBUlISChUqJM4uKV26NID0ysAZM3D0XUtn51rJUB8nJyfxsZww\nNBjBy8sLv//+O7777jscPHgQZ86cQWhoKOLj4+Hp6YkKFSqgRYsWaNmyZbYScWPGjEGvXr2wceNG\nnD9/HlFRUfD19UWNGjXQv39/8WfYvn17xMXFZes9k5Xq1avj7t272Lp1K06fPo0XL14gISEBgiAA\nkK5BCeTsPZXB2O+FnMbQpEkTeHp6AtAupmpvb4/hw4dj+PDhOHfuHA4ePIhbt24hJiYGBQoUQKlS\npdCoUSN06tTJ4HtBzt+1rH43jHGOxnqdcvK/Y0BAAG7evInDhw/j0KFDCAkJQXx8PHx8fFCtWjV0\n7twZVapUMbgPwLjvF8obhZDxl4Uoh1avXo0hQ4YASK9QFxQUpLfvxx9/jHnz5sHOzg4dOnTI0TF8\nfX3F7fv372P8+PG5DxrpawVmLuCiz/Xr19G6dWtERkbCzc0NBw8eRKNGjbJ1DLVajd27d+PAgQN4\n9uwZ7O3tUalSJfTv3x/Vq1dHjx49sG3bNnh4eCAqKsrqRqIREREREREREZkKR1iSWWSMJFKr1di4\ncWOuC6FUqFAhy4WujeHevXvo0KEDIiMj4eLigp07d2Y7WQmkj6Ts0qULunTpovWYIAg4c+YMgPTF\nfpmsJCIiIiIiIiL6D9ewJLOoVauW+P2xY8dkjCRrT548Qbt27RAaGgonJyds27YNrVq1Mtr+jxw5\ngtDQUADp052JiIiIiIiIiOg/TFiSWbRp00YsEvLzzz/DUlciePHiBdq1a4fnz5/DwcEBmzdvztEU\n9qwIgiBWufPz82PCkoiIiIiIiIhIAxOWZBZubm6YOnUqgPQRhh999BHS0tL09k9JScHz58/NFR4A\nIDw8HB06dMCjR4+gVCqxbt06nVO6DUlJSREXfdb12JgxY3Dy5EkAwO+//44CBQrkOW4iIiIiIiIi\nIlvCNSwp2y5evIjw8HBx+9q1a5LHMitWrBhq1KghaZs6dSrOnTuHrVu34tdff8Xu3bsxcOBAVK9e\nHQ4ODggLC8Pr169x4cIFHDp0CO+//z7mzJlj2pP6fykpKQgMDMTt27cBAEOGDIGrq6vB9TKrVaum\nVbk4MjISJUuWRMeOHdGsWTOULl0adnZ2uH37Nv7++288ePAAAPDtt9+iT58+pjshIiIiIiIiIiIr\nxSrhlG1BQUHYt29ftvoOGzYMK1as0GpPS0vDDz/8gDlz5iA+Pl7v852cnPDTTz9h4sSJuQ03RyIi\nIlCoUKEcPWfRokV4//33JW1RUVGoXLkywsLCdD6nUKFCmDNnDoYOHZrrWImIiIiIiIiIbBlHWFK2\n1a9fP9t9NUdXZrC3t8e3336LCRMmYMeOHThz5oxYgKZw4cIoUqQIGjRogNatW5t1urSjoyMCAwNz\n9JySJUtqtXl5eeHFixc4ePAgjh07hidPniA5ORn+/v5o2bIlOnfuDFdXV2OFTURERERERERkczjC\nkoiIiIiIiIiIiCwGi+4QERERERERERGRxWDCkoiIiIiIiIiIiCwGE5ZERERERERERERkMZiwJCIi\nIiIiIiIiIovBhCURERERERERERFZDKXcAZBlUqlUePbsGQDA3d0ddnbMbRMREeV3arUasbGxAIAS\nJUpAqeSlZH7Da0QiIiLSxdjXibzKJJ2ePXuGsmXLyh0GERERWahHjx6hTJkycodBZsZrRCIiIsqK\nMa4TeUuUiIiIiIiIiIiILAZHWJJO7u7u4vePHj2Cp6enfMEQERGRRYiOjhZH12W+VqD8g9eIRERE\npIuxrxOZsCSdMq9H5OnpCS8vLxmjISIiIkvDtQvzJ14jEhERUVaMcZ3IK00iIiIiIiIiIiKyGExY\nEhERERERERERkcVgwpKIiIiIiIiIiIgsBhOWREREREREREREZDGYsCQiIiIiIiIiIiKLwYQlERER\nERERERERWQwmLImIiIiIiIiIiMhiMGFJREREREREREREFoMJSyIiIiIiIiIiIrIYSrkDINulUqkQ\nHx+PuLg4pKamQq1Wyx0SkVWxs7ODi4sL3N3d4ezsDIVCIXdIRERERERERCbHhCWZRGRkJEJDQ+UO\ng8jqJSYmIjIyEm5ubihWrBjs7DgwnoiIiIiIiGwbE5ZkdKGhoYiMjJS0KZVK2NnZcYQYUTYJggCV\nSiWOTI6Li8OLFy9QvHhx/h4RERERERGRTWPCkowqJSVFkqwsVKgQ3N3d4ejoKGNURNZJEAQkJCTg\n5cuXUKlUiIuLQ1JSElxcXOQOjYiIiIiIiMhkOLeQjCo6Olr83t/fH76+vkxWEuWSQqGAq6srihYt\nKrbFxsbKGBERERERERGR6TFhSUaVmJgIID3R4u7uLnM0RLahQIEC4tqVGb9jRERERERERLaKCUsy\nqrS0NACAg4MDi4MQGYlCoYBSmb6CR8aalkRERERERES2ihklMgkWBSEyLv5OERERERERUX7BhCUR\nERERkRGkpqbi0qVLWLRoEUaMGIGqVauiYMGCcHNzQ8+ePY1+vNjYWMycORNNmjSBv78/ihUrhhYt\nWmDevHlcQoSIiIisGquEExEREREZwbBhw7Bu3Tqdjxk7gXjt2jV07doVISEhkvaXL1/ixIkTWLx4\nMXbv3o2yZcsa9bhERERE5sARlkRERERERqBUKlGnTh2MGTMGy5Ytw/Xr1+Ht7W3044SHh6NTp04I\nCQmBh4cHlixZgufPn+Pp06eYN28enJ2dcffuXXTq1Anx8fFGPz4RERGRqXGEJRFZrEOHDiE1NRXl\ny5dH+fLl5Q6HiIjIoJUrV2qtOWyKNYi///57vHjxAnZ2dti5cyeaN28uPjZp0iSUKVMGPXr0wN27\ndzF37lxMmzbN6DEQERERmRITlkRkMhcuXEBERIRWu4ODAzw9PVGpUiW4ubnpfX7v3r0RExODb775\nBt9++61RY4uMjMTz58/x5s0bODs7w9/fH6VLlzbqMcgwtVqNJ+HPce/VEzwMC0FkXDRiEt5CoVDA\nwV4JL1cPFPMugrJ+JVCjZCW4OrnIHTIRkUHmKJAWHx+PZcuWAQB69uwpSVZm6N69O1q2bIljx45h\nwYIF+PLLL2Fvb2/y2IiIyPZcC7mDHRcPo16Z6giq3VLucCgfYcKSiEzms88+w6FDh/Q+bmdnh+bN\nm+OLL75AYGCgyeN5+/Yt5s+fj02bNuHq1asQBEHyeOHChdG9e3eMGzcONWrUMHk8+dHbxHjsvhKM\ng9dP4eS9i4iMi87W8+wUdqhavDw61GiGgJotULtUFVZOJ6J8ad++feJ6mP3799fbr1+/fjh27BjC\nw8Nx8uRJtGzJfzKJiChnXkSGovNP7yI1TQUAWPnBLATW4ucJmQcTlkRkcg4ODmjbtq24nZqaiocP\nH+Lp06c4duwYjh07hhkzZuCzzz4zWQx79+7F4MGD8ebNGwDpydJKlSqhcOHCSEhIwOPHjxEaGoo/\n//wTS5cuxZgxY7Bw4UKTxZPfXH16B38cXIvdl4ORrErJ8fPVgho3nt3DjWf3MG/3clT0L4PBzbtj\nQNOuKOjiaoKIiYgs07lz58TvmzRpordf06ZNxe/Pnz/PhCUREeXYL3uWi8lKAHh/2TQ8/i1YvoAo\nX2HRHSIyOXd3d+zdu1f8OnToEJ48eYIdO3bAw8MDAPD555/j7NmzJjn+6tWr0aVLF7x58waenp6Y\nNWsWQkNDcfv2bQQHB+PcuXMICwtDcHAwOnfuDLVajUWLFpkklvzm1L1L6PXzWATOGI4t5/fnKlmp\ny71XjzFt0y9o8GVPzNv9F94msqgEEeUPd+7cAQA4OzujaNGievuVK1dO/P727dsmj4tyLzk1BXFJ\n8Xga8RKJKUlITEmSOyQiIgDA7RcPJdv8+0TmxIQlEcmmS5cuWLBggbid+XtjuXr1Kt577z2kpaWh\nRIkSOHPmDKZMmQJfX19JP4VCgVatWmHnzp1YvXo1nJycjB5LfvIk/DlGLf4MvX4ei1P3LuntV9DZ\nFc0q1cPwVr3xRY8PMHPAFMwaOBU/9P0I4wOHonv99ihXuKTe50cnxOKn7X+i4Vc9sfr4VqjValOc\nDhGRxQgLCwMA+Pn5GVwao2DBgnBxSV/7Nzw8PEfHiIqK0vsVHR0t9vP29oZCocjRV7169fQet169\nejneX8aXPqNHj871Pi9evKhzn3/++Weu9/nb7/Ox/eIhfP/PfHSd9R7qfNYVpca3RKlBjVG6UDEU\ncHJBASeXHO1z9OjRes8/t3Hm95/Tn3/+qXOfFy9ezPU++XPiz8kaf05Ku/T1jxNuhSF08VmELj7L\nn5MF/pwyyP375O3trfd8c4NTwomsjK7K2cnJybh79y4iIyNRvHjxHFXUFgQB9+7dw+vXr+Hg4IBS\npUqhWLFipgpfS79+/fDee+8hKSkJp0+fzrJ/Ts918uTJSEpKgp2dHdauXYtKlSpleYxBgwahUKFC\n2T4H+k+aOg0LD6zB7B1LkKJK1dmnhI8/ejUIQGCtFqhZsjKU9ll/FL2Ji8bhG6ex6/IRHLh+Emnq\nNMnjUfGxmLxmJtaf3oXZg6aiSjFWlSci2xQXFwcAYjLSEBcXFyQmJorPyS5j/8NB/5m26Rc4X+c1\nBhFZBzs7jnEj+fDdR2RlevfujY4dO2L16tUAgJ9//hnFixdHrVq10KZNG1SoUAHVqlXDsWPHDO4n\nMTERP/zwA4oWLYrKlSujdevWaNasGYoXL44aNWpg/fr15jgdODg4iFPashoBktNzvXbtGg4ePAgA\n6NSpk85KqvoEBARkuy+lexz2DD3mvI/pWxbqTFY2q1QPqz/8Ged+/Bef9/gAdctUz1ayEgB83DzR\nt3FHrPhgFi7N2IZPOo+CR4GCWv0uPLqOwBkjsPTwBq2iSkREtsTQqA3NPvx7aDnUav4siMh6ZIyw\nJJIDE5ZEVuzDDz/EJ598AkdHR7Ru3Ro1a9YEANy6dQuBgYG4cOGCzudFR0ejTZs2mDZtGl6/fg1P\nT0+0aNECDRo0gFKpxI0bNzBgwACMGzfOLOeRndEiuTnXPXv2iN8PGjTIyFFTZrsuH0H76cNw/tF1\nrcfqlK6K7ZMX45+Pfkf7Gk2z9U+2IYU9fDGl63s4P30LJnd5Fy6OzpLHU1Sp+GrjPAxdOBmRcTF5\nOhYRkaVxdU0vNJZRKdyQjD5ubm45OkZkZKTer0ePHuU8aDKp2IScjaAlIsoueyYsSUYKgbdcSYeo\nqChxOlBkZCS8vLyy9bxHjx4hOTkZTk5OKFu2rClDzLc8PT0RExODWrVq4cGDB1i2bBn69esnPn7s\n2DF07twZcXFxaNGihc7Rh3379sXmzZsBAF9++SWmTZsGR0dHAMDr168xdOhQHDhwAADwxx9/YMyY\nMbmKtX379jh06BB8fHwQERGhs8/du3dRuXJlAEDLli1x9OhRo51rjx49sG3bNgDA48ePUbp06Vyd\nhyWw1N+tNHUaZu9Ygl/2rNB6zNvVA9/1nYTeDQNNOp3k2ZtX+GrDz9h37bjWY6ULFceqD+egQpHS\nJjs+UX6S2+uD/MzX1xdv3rxBYGAg9u7dm+f9de3aFTt37kSBAgUQH6+/4FhCQoKY3Bw+fDiWL1+e\n52MDfA8YIggC9lw5iq83zsOLqFC9/Yp4FELb6o1Rp3Q11ChZCWX9SqCgsysUCgUEQUBCShJeRoXi\n7stHuPvqMY7eOotLj29CpbEcSgalnT1Gtu6LjzuPhKeru6lOj4j0KPJ+Y8l222pNsHb8PJmiMa5B\nCz7GoRunJG2v/zgjUzRk6Yx9jcA1LEkWmn/UbZGp/5BfvXoVGzduRN++fSXtLVu2xNSpU/H111/j\n+PHjePHihWRNyosXL4rJyjFjxuDHH3+UPL9IkSLYtm0batWqhfv372PatGkYPny4SYrQpKSkYNKk\nSeJ2r169dPbL7bm+evVK/L5EiRLGDZ6QmJKEscu+wZ6rR7UeC6jZHHMGfQ4/Dx+Tx1HCxx8rx87G\n1gsHMGX1TLxN+u8f+Cfhz9H5p3ex5L3paFW1kcljISIytUqVKmHnzp1ISEhAaGgoChcurLPf48eP\nxe8zbgyS6UTGxWDM0i9x/I7u2S0eBQpiSIse6N0w0OA6ywqFAq5OLqhQpDQqFCmNLgA+6TwKcUnx\n2H7xMJYd2Yibz+9LnqNSp+HPw+ux5cJ+LBj+DT/viGRW2MM3605Wwp5rWJKM+O4jslKVKlXSSuBl\n6NGjh/j95cuXJY+tXbsWQPoCyl9//bXO57u4uODzzz8HkF6NNGMdyNxKTU3F3r17xa+dO3fi119/\nRb169cTRJjVq1NBb7S235xoVFQUgffqcvT2nMxhTTMJbDPhtklayUmlnjxn9J2PlB7PNkqzMrEf9\nDjj41SrUK1Nd0h6bGIeBCz7Gv+f2mTUeIiJTyFzF9OzZs3r7nTnz341TQ5VPKe8O3TiF5t/205ms\ndHdxw5Su7+HU95vwVc8Pc10Uzs3ZFQObdcWBL1Zi48Tf0LBcTa0+4bGR6PfbRHyy6n9ITVPl6jhE\nlDOJKUlabV42NNLZXsH/oUg+HGFJZKVatmyp97HMU4bDwsIkj2X8c1O1alWD1cCDgoLE78+cOYPO\nnTvnNlTExsaiY8eOeh8PCAjAypUr9a5hmdtzdXZOX9swOTk5J+FSFsJj3+CdXyfg9ouHkvZC7t5Y\nOvp/aFS+tjyBASjlWxRbPlmEz9bNwtqTO8T2NHUaPlz+LRKSEzG4RQ/Z4iMiyqtOnTrBwcEBqamp\n2LRpE7p166az36ZNmwCkL6/SqlUrc4aYbySlJmP2jiVYeGCNVmEjO4UdRrfrj3GBQ+Bb0HjT5u3s\n7NCySkO0qNwA2y8ewg//LsDzyNeSPmtObsf910/w2/BpKF2ouNGOTUTaouNjtdrUNrTqHgd9kJyY\nsCSyUvqmgAFAgQIFxO81F+V//Tr9orZMmTIG9+/v7w9nZ2ckJSWJz8ktBwcHtG3bVrLt4eGBypUr\no2PHjlmO/Mjtufr4pI/wU6lUiI2Nhbu77dztlEvE2yj0njcO9149lrRXKloW68b/gqJefjJF9h9H\npQPmDv4CFYqUxvf/LhD/iRQEAZPXzERiSjLea9cvi70QEVkmDw8PDBo0CCtWrMCGDRswZcoUsRBd\nhmPHjmH//v0AgPfeew8ODg5yhGrT3ibGY/gfn+Lk3Ytaj9UtUw2zBk5F9RIVTXZ8hUKB7vXbI6Bm\nczFpmtm5h9fQceZI/D12DhroGI1JRMaRrErRakvR0WatOCWc5MSEJcmCC/XmXXbvdmne8U9JSf8A\nzSiyY4ijoyOSkpLyPELR3d09T4UGcnuuNWrUQHBwMADgypUrBkdqUtYi42Lwzi/jtZKVDcvVxN9j\n51jUQv8KhQIfdBiEol6F8eFf30gKFXy9aR5cHJ040pKILFLXrl1x5MgRAEBoaKhYOCez77//Htu3\nb0dkZCSCgoLw559/IjAwEGq1Glu2bMHYsWMhCAKKFSsmLvFCxnP16R2MWvyZ1shGO4UdPuo0AhM7\nDoej0jxJYhdHZ0zrPR5d6rbF+8u+RkjES/GxqPhY9Jj7AWYPmoqBzXSPxCWivElOTdVqs6UlGZSs\nEk4yYrqcKJ/x9PQEAL1VuzMkJyfj7du3AGC1FUBbt24tfm+Myqz5WVxSPPr/NgG3XjyQtLep1hjr\nJ/5mUcnKzLrXb4+/3v8JTkppgn7K2p+w9fwBmaIiIlt18OBBuLm5Sb7evHmj97GYmBitfSQmJiI+\nPh7x8fFaN+IylChRAtu2bYOXlxdevXqFrl27wtnZGS4uLhgwYACioqJQpEgR7Nq1y2o/wy3Vpcc3\n0Gfeh1rJSt+CXtgw8VdM6fqe2ZKVmdUtUw27Pl2C9jWaSdrT1Gn4eNX/sHD/Gj3PJKK8SFZpD+xI\nTrWdEZZ2TFiSjJiwJMpnqlWrBiC98naqjjuCGS5cuCD+o1S9enW9/SxZp06dxOnkf/31F+Li4rL9\n3ISEBFOFZXVS01R4b8mXuBZyV9LeqkpDLH//JxRwdJYpsuwJqNkcqz6cI0laCoKAccu/xaEbp2SM\njIhsjUqlEpONGV8Z0tLStB7Tl5DMjubNm+PGjRuYOHEiSpUqBYVCAXt7e5QrVw6ffvopbty4gVq1\nahnjtOj/XXh0He/8OgFvk+Il7bVKVcHRb9ahReUGMkWWrpC7D1aNnYOPOo3Ueuz7f+dj9o4lMkRF\nZNtSVLY9wpJTwklOfPcR5TOBgYEAgOjoaPzzzz96+y1Zkn5Ra2dnh/bt25slNmNzdnbGp59+CiB9\nWt2ECROy9bzY2FjxdcrvBEHA1LU/4chN6TIOzSvVx4oPZsHZwUmmyHKmZZWGWDJ6umRai0qdhtFL\nvsLN5/dljIyIbEmHDh3w9u3bbH9lzHrIbOfOneLjbm5uBo9XtGhR/PLLL3jy5AmSk5ORnJyMBw8e\n4KeffhLXcSbjOPfgKvr9OhFxSdIbmsNb9caWTxbBx81TnsA0KBQKTO02GktH/09rdsHcXcvw0/Y/\n85QoJyKpJB2jKXUlMa0Vp4STnJiwJMpn+vfvD39/fwDAxx9/jMePH2v1+ffff/H3338DAHr16pVl\ngR5LNmnSJAQEBAAAli9fjqFDhyIyMlJv/yNHjqB+/fo4ceKEuUK0aPN2L5dU2waAmiUrY+UHs+Bi\n4SMrNQXUbIH5I76BQqEQ2+KTEzDk90/wOjpcxsiIyFbY29trTfs29KWLs7OzwccNHduOI2FM4sz9\nK+g/fxLik6XJyo87j8KM/pMtcqZBl7ptsWb8PLg5F5C0z9v9F37fv1qmqIhsT3Kq9pRwWyq6w88V\nkhOL7hDlM87Ozli5ciU6deqEV69eoU6dOvjwww9Rv359JCcnY/fu3VizZo24WP+CBQvkDjlP7Ozs\nsGnTJvTv3x979uzBqlWrsH37dvTo0QPNmjWDn58fEhIS8OjRI2zduhUXLlwAAJ2jXvKbnZcOY9aO\nPyVtJXz8sfrDuXDV+AfIWvRsEIA3cdH4asPPYtvLqDAMXTgZWycvtsh/OomISD6n7l3C4N8/QUJy\noqR9cpd3MbnLuzJFlT3NK9XDhgm/oc8v45CYkiS2/7jldxT3KYIe9TvIGB2RbbD1KeEcYUlyYsKS\nKB/q0KEDdu3ahZEjR+LFixf43//+p9WncePGWL9+vbgGpDVzd3fHjh07sGjRIsyYMQMvX77EypUr\nsXLlSq2+Li4uGDx4MH788UcZIrUcd18+xsSV0tfAs4A71o6fBz8P655m+G6bd/A47BmWHdkktl0L\nuYupa2fht2FfS0ZgEhFR/nXl6W0MWvCxJNkHAFO7jda5TqQlqle2OjZO/A0D538kWXtzworv4e9Z\nCI3K15YvOCIboKvAjk0V3VFoj7BUq9UceUlmwYQlkZVp37494uLiUL58eYP9MtZgLFWqlM7HAwIC\ncP/+fWzduhXHjh3Dq1ev4ODggNKlSyMoKAjt2rXLc6wNGjSAUqmEh4dHrp5vrHMF0qfKjRs3DqNH\nj8bJkydx5MgRhISEIDIyEs7OzihatCgaNWqEoKCgfF9RNTYxDiMXT5VMfXOwV2LFB7NQoUhp+QIz\nou/7TsLTiJc4eP2k2LbpzG7UL1sdw1r2kjEyIiKyBI/DnmHUH59pJSu/7DEW44OGyhRV7jQoVxN/\nvT8TA36bBJU6DUD6qLDhiz7FjilLUL6I/usnIjIsWcf0b1saYZmmVmu1paap4GTnqKM3kXEpBK66\nTDpERUXB29sbABAZGZntBM6jR4+QnJwMJycnlC1b1pQhEuUr5vrdUqvVGLn4M+y9ekzSPnPAFAxv\n1dtkx5VDXFI8Os4cifuvn4ptjkoHbP3kD9QtU03GyIgsV26vD8h25If3QHhsJIJmjMCLqFBJ+9e9\nxuHDgMEyRZV3G07vwsSVP0jaSvkWw85Pl6CQu7dMURFZt7+PbcGna3+StNUsWRn7v1ghT0BGNnXt\nLKw89q+k7eEvh612eSgyLWNfI3AcLxERiZYc3qCVrOzXpLNNjjp0c3bFsjEz4er03wVXiioV7/35\nBd7ERcsXGBERySY1TYXRS77USlaObN3HqpOVQPrnuea6m08jXmDYoilI0BhJSkTZo6vAji1VCVcL\n2iMsU9Js5/zIsjFhSUREAIDrIXfx45bfJW01S1bCzAFTbHZdx4r+ZTBv6JeSthdRoZiyegY4AYGI\nKP/5bvNvOH3/sqStb+NO+OGdj2SKyLg+6TwK/Zp0lrRdenwT4/76Bmn/P12ciLIvScd6lak2lNBT\n65oSrrKdKe9k2ZiwJCIixCcnYuxf0yRr7ri7uGHp6BlwsfHK2d3qtcOYdv0lbbuvHMXak9tlioiI\niOSw8cxuLD2yUdLWrFI9zBvyBextpFKuQqHAnMGfo2XlBpL23VeOYs7OZTJFRWS9dK1haUtFd9J0\njLDUdc5EpsCEJRER4dvNv0rWcgSAOYM/R0nfojJFZF5f9RqH2qWqSts2zsPD0BCZIiIiInMKvnUW\nk1fPkLQV8y6Cxe/+CKW9bdUpdbBXYumYGahSrJyk/Zc9yxF866xMURFZpxSdIyxtZwSirhGWHI1N\n5sKEJRFRPrf3yjGsOr5V0jawWVd0q5f3SvHWwsFeiYUjv0UBJxexLTElCR8sm2ZT6xAREZG2iLdR\n+HD5t5K/984OTlj+/kz4FrS9okJA+iyK1R/+LCm2IwgCxv71DV5FhckYGZF1SdJVJdyGrh11rWGp\nq3I4kSkwYUlElI9FxcdgytqZkrZyhUvih762sVZXTpQtXBI/vvOxpO1ayB3M271cpoiIiMjUVGkq\njF02DW/eRkna5w7+HDVLVpYpKvMo5l0Yi0b9ADvFf/8SRsZF4/1lX9vUCDEiU0pJ1U5OJttQwlJX\ncpIjLMlcmLAkIsrHvt44D+GxkeK20s4eC0d+D1fnAgaeZbsGNO2CznXaSNrm712Jm8/vyxQRERGZ\n0txdf+HYnfOStild30PvRkEyRWRezSvVw5Su0srhZx9cxcxtf8gUEZF1SVYla7WpbSihxxGWJCcm\nLImI8qn9145j89m9kraJHYejVinbHlFiSHoxgs/g5+4jtqnUafjo7x+h4mgTIiKbcvbBFfy6Z4Wk\nrX7ZGpgYNEyegGQyMWg42lRtLGn7ff9q7L92XKaIiKxHio6K2WpBkCES09CVnNSVxCQyBSYsiYjy\noej4WExZ85OkrWqx8pjYcbg8AVkQL1cP/DTwU0nbtZC7WHRgrUwRERGRsT2PfI0Ri6ZK/vH2c/fB\n8vd/srkiO1mxs7PD/BHfwN+zkKR9woof8OzNK5miIrIOum5o21JCT9A5wtJ2RpCSZWPCkogoH/rh\n3wUIjYkQt+3t7PHLsK/gqHSQMSrL0bF2K62iQ3N2LsX910/kCYiIiIxGEAR8uuYnRMbHSNp/Gz5N\nUoQmP/Et6IXF7/4Iezt7sS06IRbjl3+ns0owEaVLTdNer9KWpkzrXsPSds6PLBsTlkRE+cyFR9ex\n5uR2Sdv4wCE2X1wgp6b3+wTerh7idrIqBZ+u+QmCDU3zISLKj1Yd34rDN09L2iZ1HI7WVRvJFJFl\naFi+Fr7sMVbSdubBFSw7skmmiIgsX4qOAju2NMJS9xqWHGFJ5sGEJRFRPqJKU2Hq2lmStvKFS+Gj\nTiNlishyFXL3xo/9pFXDT9+/jH/P7ZMpIiIiyqsHr59i2qZfJG2Ny9fGp11HyxOQhfmgw0C0qSZd\nz3L61oWcYUCkR6qeNc5t5QY3q4STnPLXAi06xMfHIzw8HABQsGBB+Pj4ZPGMrEVHRyM6OjpHzyle\nvDiUSumP4+XLl0hJScnyuW5ubvD19c3R8Ygof/oreLNWxeuZA6bAycFRpogsW88GAdh0Zg+O3Doj\ntn37z2/oULM53F3cZIyMiIhyKu3/i6glpf5X1beAkwvmDP4cdnYcxwGkF5+bO/gLtPpuAN4mxQMA\nklKTMX7599j56Z/5bn1PoqzoS1iqBTXsFfY6H7MmupaE4JRwMpd894lz584dnDhxAmfPnsW5c+dw\n8+ZNpKWl3yEYNWoUli5dmudjzJkzB9OnT8/Rc+7fv4/y5ctL2gICAnDz5s0snzto0CCsXr06R8cj\novznVVQYftr+p6Std8NANK9cX6aILJ9CocD0fh+j9Q+DxCk/4bGRmLX9T63Rl0REZNnm7FyK84+u\nS9pmDpiC8kVKyRSRZSrq5Yfp/T/BhBXfi21Xnt7C/H1/c0YGkYZUHVPCgfSkXuY1Ya2VrinhXNeW\nzCXfJSzfffddnDx5Utx2cXFBYmKiUY/h5eWFUqUMX/io1Wo8e/ZM7F+iRAm9fV1dXQ2OoCxUqJDe\nx4iIMnz7z2+IT04Qt91d3PBN7wkyRmQdyhYuiQ8DhmD5niWY5fYKVe2TsObMH7jRtAuql6god3hE\nRJQNV57exi97VkjaOtRohr6NOsoTkIXr26gj9l45it1XjoptP+/6C0G1WqFKsXIyRkZkWVJU+kdY\n2gJOCSc55buEZZUqVVC5cmU0bNgQDRs2RIUKFeDmZtxpfZ988gk++eQTg3127tyJrl27AgAGDhwI\nJycnvX379OmDFStWGDNEIspnTty9iG0XDkraPuv+Pvw88r4MRn4wIWgofM8uQDdFLADgG+VrfLD6\na/w+dR2nERIRWbjU/1+/OfOacr4FvTB70GdQKBQyRma5FAoFZg36DGcfXsObt1EA0l/Hj1dNx85P\nl9jEyDEiY1Cp9SUsbWMNS51Fd2wkGUuWL9/9l7VkyRIsXboUo0ePRu3atWFvL8+HbeYE5IgRI2SJ\ngYjyhzR1Gr7RKDBQs2RlDGvZU56ArJCLozNGKZ5I2iqEn8e/51mAh4jI0k3fshBXn96WtM0f/g2K\neHKWkiG+Bb0wo/9kSdvlJ7fw56H1MkVEZHl0VQkHALWNjELkGpYkp3yXsLQEkZGR2LFjBwCgRo0a\nqFevnswREZEt23B6t1ahnRn9J3N0RE7ouEuuEhT439ZFSEhJkiEgIiLKjitPb+OPg2slbV3qttWq\nhE26da3bFp1qt5K0zdqxBM8jX8sUEZFl0beGpS2PsLSVZCxZPiYsZbB27Vqx+jdHV5KlmDVrFiZP\nnoytW7fmeV9ff/01Jk+ejP379+c9MBOyljjzIi4pHjO3/SFp69UgAPXKVpcpIisVH67VFKZW4mVU\nGP48uE6GgIiIKCtqtRrTNs6TtBXzKoxZA6fKFJH1USgUmDFgCjwKFBTbElOStGZuEOVXequE28go\nRF2jKVVMWJKZ5Ls1LC3BypUrAQAODg4YPHhwtp6jVqsREREBhUIBLy8vKJX80ZFx/fXXX7h79y6S\nkpLQo0ePPO1r/vz5iImJgZubGwICAowToA5//vkn7t27p9Xu4OAAT09PVKlSBS1btoSnp6dZ4wwP\nD0dwcDCePXuGN2/ewNnZGf7+/mjUqBGqV69u1vWyft+/GmGxb8RtZwcnfNFzrNmObzNiXmg1OSjS\n75zP37cKA5t143qgREQWZuGBNTj38Jqkbe6QL+Dt5iFTRNapsIcvvur5IaasmSm27bocjMM3T6Nt\ntSYyRkYkP70JSxsZYam76I5tJGPJ8jHrZWY3b97EhQsXAABdunTJVoXvHTt2wMPDA3FxcQDSkzH1\n69fHkCFDMGLECDg7O5s0ZiIA+PHHHxEdHY3WrVujS5cucocDANi4cSMOHTpksE+BAgXw4Ycf4ocf\nfjBY3MoYjh8/jm+++QbBwcGShf0zK1euHMaPH4+xY8fCwcHBpPE8j3yNRQek0+Debz8Axb2LmPS4\nNilVe9q3I9J/xvHJCZi140/MGfy5uaMiIiI9XkWFYe6uZZK29jWaoXXVRjJFZN0GNeuGtSe34/KT\nW2LbF+vnInjaGjg7mPb6isiS6ZsSbiuVtHVPCWfCksyDCUszy02xncjISDg4OMDf3x8xMTFISEjA\n6dOncfr0aSxatAjbtm1DmTJlchxLVFSU3seio6NzvD+yblOnTsWbN29Qp04dnY//8ccfePEifZSZ\npSQsMxQoUADfffeduJ2amoqHDx9i8+bNiImJwezZs3H79m1s27bNJBWd1Wo1Pv/8c8yaNQtA+vSp\nOnXqoFmzZihcuDASEhLw6NEj7NmzBw8fPsSkSZOwZMkS3Lhxw+ixZDZj6yIkpSaL237uPhgfONSk\nx7RZKu2EZcYISwBYe3IHRrV5B1WKlTNnVEREpIMgCPhq489IzLTGsJerO6eC54GdnR1mDvgUQTNH\niDdln4Q/x+/7V+OTzqNkjo5IPvpGWOobvGBtdFYJt5FkLFk+JizNKC0tDWvWrAEAFC5cGB07djTY\nv1WrVvj000/RunVrFC9eHHZ2dlCr1bh06RKmT5+OrVu34vr16wgKCsKlS5fg6uqao3i8vb1zfS5k\ne6x5PVUXFxdMnjxZq3369Olo3749bty4gZ07d2L9+vUYOHCg0Y8/fvx4LFy4EADQqFEjLFy4EHXr\n1tXql5iYiD/++APTpk3DzZs3jR5HZjee3cM/56QVrD/rPgauzgVMelybpSNhWcTNHUhM/14tqPH9\nP/OxbsIv5o2LiIi0bDyzG7suB0vaPuv+Pop6+ckTkI2oVaoyhrXshRVH/xHbftuzEr0aBKCMXwkZ\nIyOSj/4p4bYxClFnlXAbOTeyfCy6Y0b79u3Dq1evAABDhgzJch3K33//HUOHDkXJkiXFUWF2dnao\nX78+tmzZgvHjxwMA7t27h19++cWksRNZo8KFC+PPP/8UtzNuGBjTpk2bxGRl69atceTIEZ3JSiA9\nsfrRRx/hypUrKF26tNFjyWyGRqGdqsXKo1+TziY9pk3TkbBsU0n6cz5y6wxO3r1oroiIiEiHt4nx\n+P7fBZK2WqWqYHDz7jJFZFs+6zYGPgW9xO1kVQo+WzfbZkaTEeVUit4p4baR1NOVnLSVcyPLxxGW\nZpSb6eCG/PTTT1i3bh0iIiKwfv16fPnllzl6fmRkpN7HoqOjUbZs2byGSEb06tUrzJ07FwDw4Ycf\n6lwG4KeffkJ4eHo1488++wy+vr5afb766iskJSUhKCgI7du3F9tnzZqFsLAwNG/eXFJ05++//8a1\na9cQExMDADh69KjWaMbsrGt57tw5nDhxApGRkShevDg6deqEkiVLZu/k86BJkybw9PREdHQ0rl69\nmmX/nMSpVqvx9ddfAwDc3NywatUquLi4ZHmMcuXK4fjx4zk7kRw4++AKDt04JWn7osdY2NvZm+yY\nNi81UauprI8fmlSog9P3L4ttM7f9ge1T/jRrYSUiIvrPzO1/4M3b/5Y9cnFwwu8jvuVnoJF4urrj\n294TMH7Ff0vxHL19DnuuHEWnOq1li4tIDmnqNL0jKW15hKWaU8LJTJiwNJOoqChs374dQPqU0apV\nq+Z5ny4uLmjdujU2b96MW7duQa1W52h9Pi8vr6w7kcXw9fXFokWLkJCQgGLFiuGjjz6SPB4dHY0v\nvvhC/FCpV68eBgwYIOlz7949TJ8+HQDQtm1byWP6qoRv374d//zz39SfCxcuiIWjMtOXsIyOjsbA\ngQOxZ88eSbuDgwO+++47fP656QuVeHt7Izo6GrGxsXr75CbOQ4cO4e7duwCAQYMGoXjx4tmOKSd9\nc0IQBPxv6yJJW6PytdCuOqt45okqWatJkZaKL3uORZdZ74lt5x9dx8Ebp9ChRjNzRkdERAAuPb6J\nv4I3S9o+CBiM8kVKyRSRberTKAjrT++UzCr4ZvOvaFu9CQvwUL6ibzo4YDtVwnWvYWkbyViyfJwS\nbibr1q1DcnL6P7zGXCswI+moVqsRHx9vtP2S5XFwcECzZulJkMOHD2s9HhwcLLkDpqtPRptSqUSL\nFi2yddxhw4Zh9uzZ8PDwAJC+turs2bMlX127dtX53NTUVAQFBeHYsWMYMmQIfvzxR3z88cfw9/dH\namoqvvjiC6xevTpbceSWWq0WR516enoaNc7Mr3HmJK+cDt04jbMPpCNJv+jxAUf85ZWOEZZQpaB+\n2RoIqNlc0jxz2x+snkhEZGaCIOCL9XMlU5NL+RbD+MAhMkZlmxQKBab3+0QyavXZm1f489B6GaMi\nMr9UlYGEpY2MQtSVnGTRHTIXjrA0k4zp4C4uLujfv7/R9vvs2TMAgKOjIwoWLGi0/ZJlatu2LQ4c\nOIBjx44hLS0N9vb/XSgeOXIEAFCzZk1cu3ZNZ8Iyo0/9+vWz/X7p2rUrunbtil9++QUxMTGoX7++\nzgI3uvzxxx/w8/PDrVu3JNOqv/jiCzRq1AgPHz7EN998g0GDBpksoXbkyBG8ffsWQPqoU2PGefHi\nfyML9O3bnNRqNWZsk46ubFe9KRqVry1PQLZExwhLpKUASF/Pa/+1E2Lzzef3sf3iIfRo0MFc0RER\n5Xs7Lx3Blae3JG2zBn4KF0dnmSKybZWLlsWIVr2x9MhGse3XPSvRv0kX+Hn4yBgZkfmkpOlevxKw\n9RGWTFiSeTBhaQa3b9/G+fPnAQC9evUSR6rl1atXr3D06FEA6dPMrcpX7nJHYHo/6p9+nFsZ07hj\nY2Nx/vx5NG7cWHwsI0H55ZdfYtiwYXj06BGePn2KUqXSp0EJgoDg4GDJfkwtKioKR44c0VoD0sfH\nB1999RVGjBiBR48e4fbt20ZZJkHTw4cPMXr0aHF7+PDhRo0zIiICQHoxLF3rhZrb9kuHcPP5fUnb\n593flykaG6NrhGVaehKzavEK6NkgAFvO7xcf+mn7YnSu2wYO9vyYJSIytci4GHy+frakLahWS7Sq\namXXx1bmky6j8M+5vYiKT7/mjU9OwJydSzFr0FSZIyMyD5XBKeG2MdtG9whL2zg3snycEp4LL168\nwJMnTxASEpKt/rkptpOSkmLw8bi4OAwaNAiJien/RL/33nsG+5NtqFevnpjwzjyCMiwsDDdv3oS9\nvT0CAwPRpEn6eoWHDh0S+9y4cQNhYWEAzJewbNasGWrWrKnzsTZt2ojf37x5M0/HSUhIwOTJk8Wv\nSZMmoWvXrqhatSoePXoEIH2Nye7ddVcIzW2cGSM3CxQoIPuU6zR1GubuXCZp61G/A6qXqChTRDZG\n5wjL/+6qT+nyrmRq3OPw59h4epc5IiMiyvfm7FyCiEyFdhzslfiMN+xMzsvVA590eVfStvrENtx5\n+UimiIjMS1+FcABQq21jhKXANSxJRvlu6EdcXJw4KgqAuK5kxmNPnjwRt+3s7HRWB27Xrh3u3r0L\nDw8PREdHGzxeWlqauPZdqVKlsp0oGjFiBJ48eYKuXbuiSpUqKFKkCHx8fBAZGYkTJ05g/vz5Yqzd\nunXD4MGDs7Vfsm729vZo2bIlduzYgcOHD+OLL74AkD7tWRAEMaHZtm1bHDlyBIcPH8bIkSMB/Jfg\ndHJyEtfCNLW6devqfczf31/8PioqSm+/7EhMTBQrqGvy8/PD5MmT8cknn+h9fm7jdHdPHymckJAA\nQRBkTVruvHQE918/EbftFHb4tCtvZBiNStcalv99fpQtXBIDmnbB6hPbxLZf9qzAO006c5QlEZEJ\nPXj9FH8f2yJpm9RpBCoXLStTRPnL0BY98deRTXgUlr5MlVpQ4/t/5mPt+HkyR0ZkeqmGEpaCbUyb\n1jnC0kbOjSxfvvsvav369XpHI27YsAEbNmwQt11dXREXF5en4+3fvx8vX74EkF68JLsJDQcHB5w6\ndQqnTp3S20ehUGDs2LGYM2eO7KO7yHzatm2LHTt24OTJk0hOToaTk5OYjMxIiLdt2xZff/21ZBRm\nxvdNmjSBs7N51nPSV+QGSF93NUNWI4qzUqBAAXz33XfitoODAzw8PFC5cmXUq1cPDg4OJonTz88P\nQPrakaGhoShSpEguos87tVqNn3f/JWnr1TAQZQtr33ChXErVv4Zlho86jcTGM7vFu+3P3rzCP2f3\non/TLuaIkIgoX/pxy+9QZVpPraRvUYwLYKEdc3FUOuDrXuMw4o//poEfvnkaR2+d5ZR8snmpafoT\nd7a8hiWLS5K55LuEZcGCBcU1/bLi6uqqs71YsWJISkoSR1cZcuDAAZQqVQoKhULv+nm6LF++HOPG\njcPevXtx+fJlvHr1ChEREXBxcUHx4sXRuHFjDBo0CGXLWundYxOs75hfZCQlk5KScOrUKbRp00Yr\nYdmwYUO4ubnh1atXuH37NipVqoRjx45J+piDuRLpLi4u2S4EpEtu42zQoAH27t0LADh//rzeaumm\ntvtKMO5mmn5lp7DDpI7DZYnFZukcYSlNWBbzLoz+TbtIRvr8umcF+jQKgpKjLImIjO7UvUvYe/WY\npO3LHmPh5OCo5xlkCkG1WqJx+do48+CK2PbdP/NxoHJ9yXIpRLYm1VDRHRtJ6ulKvHJKOJlLvvsP\nql+/fujXr1+e9pF5XcCs/Pzzz/j5559zfAyFQoH69eujfv36OX4u2bYaNWrA19cXEREROHz4MCpU\nqIAHDx7AyckJzZs3BwAolUq0aNECe/bsweHDhxEXFycuX5B5TUbKm/bt2+OHH34AAPzzzz+yJCzV\najV+3iUdXdmjfnuUL5K9GzOUTQaqhGc2PnAo1p7YLo72eRz+HFsvHECfRh1NHSERUb6iVqvx7ebf\nJG31ylRHt3rtZIoo/1IoFPi270QEzfhvrf5bLx5g45k9GMBZBmTDDK1hmWYjRXcEnQlLTgkn82DR\nHSIro1Ao0Lp1awDpyfOMBHrjxo3h4uIi9ssYSXno0CFxBKarq2uuK8rb2fHPhaaWLVuiVq1aANKX\nlHjw4EG2n3vnzh2jxLDv2nHcevHfcRUKBSZ1yl5xL8oBnVXCtROWJXz88U6TTpK2X/es4IUdEZGR\nrT+9C9dCpJ+l3/aZwGWSZFK7VBX0bhgoaZu57Q/EJ+v4/CSyEQarhNvKKEQdCUtbqYBOlo8ZCCIr\nlJGMPH/+PLZv3y5p0+wTHByMgwcPAgCaN2+e5XqO+mQskZBRGZvSzZw5EwqFAklJSRgwYECWhbgA\n4NKlS2jZsmWejy0IAn7eJa0M3q1eO1T0L5PnfZOGbI6wBIAJQcMkU+Duv36KHZcO6+xLREQ5FxUf\ng282/SJp61K3LRqUqylPQAQA+Kz7+3BS/jcdPzQmAosOrJExIiLTSjGQsNQ1MtEaCdA+D5WBtTuJ\njIkJSyIrlJGMVKlU2LIlfb28du2kU6Bq164Nb29vREVFiaMw87J+Zbly5QAAp0+ftpkPYGMICgoS\nq7VfuHABTZs2xb59+3T2jYiIwJdffonGjRsjPDw8z8c+cP0Erj+7J2mb1JGjK01C1xpFupKYAEoX\nKq41yuSX3Sts5047EZHMFh9ch7dJ8eK2i4MTvuo5VsaICEifZTC6XX9J2+/7VyM0JkKmiIhMy1CV\ncFuZXaPr3z5bOTeyfPluDUsiW1CpUiUUK1YML168gCAIcHV1RcOGDSV97Ozs0Lp1a/z7779igjEv\nCcsePXpg165duH79OurVq4emTZuK1cZbt26NLl3y7xpFP/74I9zd3fH555/j9u3bCAoKQrFixdCs\nWTP4+fkhISEBjx49wokTJ6BSpd+JzesIS0EQMG/3cklbl7ptUaVYuTztl/TQNZrSwHSYiR2HY/PZ\nveKUmTsvH2LP1aPoXIdryBIR5cWrqDAsObxR0vZx51EoXai4TBFRZuODhmLNye2IjIsGACSmJOGn\n7Yvx85Av5Q2MyAQMFt2xkQEeukZY2sr6nGT5OMKSyEplLp7TokULnVO9MycoPT09Ubdu3Vwfb+TI\nkRg2bBgUCgUuX76M33//HXPnzsXcuXMRHByc6/3aik8//RTXrl1Dv3794OLighcvXmDjxo1YsGAB\n/vrrLwQHB0OlUqFZs2bYsGEDjh49mqfjnb5/GZef3JK0fcS1K01HZ8JS/4VoucIl0aN+e0nbr3tW\ncHQyEVEe/bjld8QnJ4jbPgW9MLJNXxkjoszcXdwwpcu7krZ1p3bi1vP7MkVEZDqphtawtJGknq5r\nV84aInPhCEsiKzVx4kSx4Iu+Qjo9e/ZEYmL6YufFixc3WDhn6tSpePPmDerUqaPzcTs7O6xYsQLf\nf/89zpw5g9DQUCQnp0+JbdCggaTvjz/+iKSkJDRt2tTgOcyePRsAxOrmOTVmzBgEBQWhQIECuXq+\nseOsVq0a1q9fj+TkZJw9exYhISGIjIyEs7MzihYtikaNGqFQoUK5ilXTgn2rJNvtazRDteIVjLJv\n0kFXwjKL6TCTOo3AlgsHxAu9ayF3ceLuBbSo3MDg84iISLebz+/j3/P7JW2fdB4FVycXPc8gOQxu\n0QPLjmzCg9CnANITHt//uwDrJ/wqc2RExpWqMpSwtI2b1KwSTnJiwpLIStWvXx/169c32Kdo0aKY\nPHlytvY3YkT2RueVLFkSJUuWNNhn3Lhx2dpXdmPTp2/fvI2oMFWcTk5ORimqo8+t5/dx+OZpSdu4\ngCEmOx4hx1PCAaCifxl0rNUSu6/8N5p2wb5VTFgSEeXS/7YukvzzXKVYOQxr2VPGiEgXB3slpvUe\nh6ELp4htwbfO4tS9S2haMfezfYgsTYqhKeE2ktTTOSWcIyzJTDglnIjIyvy+f7Vku37ZGmhUvpZM\n0eQTuhZVF7K+EP1QI5F89PY5XA+5a6yoiIjyjT1XjuLQjVOSti96jIW9nb1MEZEhHWo010pOztr+\nJ5dGIZuiMjgl3Dbe67pOw1amu5PlY8KSiMiKJCQnYuuFg5K2cQFDoFAoZIoon8jFCEsAqFe2OhpX\nkC6zoJlwJiIiw1RpKvzw7wJJW6PytdC+uuElXUg+CoUCn3UbI2k78+AKjt0+J1NERMaXYqBKuK0k\n9XSPsLSN0aNk+ZiwJCKyIg9DQyQXCRWKlEJAzdytAUo5kJas3ZbNC9EPAwZLtrdfPISnES+NERUR\nUb6w7cJBPAp7Jm4r7ewxvd8nvFln4RqWr4U21RpL2mZuX8xRlmQzDK1haSvTpnX9vqrSmLAk82DC\nkojISqSp1QjRSHR90GGwwWJKZCS61ijK5t3ldtWaoFLRsv89TVBj8cG1xoqMiMimJaYkYeb2xZK2\nd5p0QvUSFWWKiHJiqsYoy8tPbmH/teMyRUNkXIaqhAs2MsJSF1sZPUqWj//lEhFZifjkeKRlukAo\n4lEIvRsGyhhRPqJzSnj2RojY2dlhbIdBkrZ1J3cg4m2UMSIjIrJpK47+g2dvXonb9nb2mBA0TMaI\nKCdql6qCoFrSQoQ/bf8TahsZfUb5W6rBojs2MpJYZ5Vw/v6SeTBhSURkBQRBQFxSgqRtdLv+cHJw\nlCmifEQQ9CQssz8dpmeDABT18hO3E1OTsTx4szGiIyKyWXFJ8Zi/b5WkbUSr3ihdqLhMEVFufNr1\nPcn0/VsvHmD7xUMyRkRkHPljDUttXMOSzIUJSyIiK5CiSpXczXR3ccOQFj3kCyg/Uat0j6bMwYWo\no9IBo9v1l7QtD96MxJSkvEZHRGSzFh9aj8i4aHHbzbkAPuo8Ur6AKFeqFq+AHvU7SNp+2r7Y4HRa\nImtgqEq4rYxC1LWGpa2cG1k+JiyJiCycIAhIVklH+A1q3h0FXVxliiif0TW6Esj2GpYZBjfvDo8C\nBcXtyPgY/HN2b14iIyKyWU8jXmL+3r8lbaPbDYCPm6c8AVGeTOnyLuzt7MXtx+HPsfH0LhkjIsq7\nFAMJS9sZYamdsOSSDmQuTFgSEVm4uKQEyYWBncIOI1v3kTGifEZfwjKHF6Juzq4Y3Ly7pO3PwxtY\nLZWISIdf9yxHUmqyuO3l6o732w+QMSLKi7KFS2JA0y6Strm7lkl+xkTWJtXAlHBbub7TOcIyB8si\nEeUFE5ZERBYu/G2kZLtznTYo4eMvUzT5kL4F1XNx53xE6z6SESb3Xj3GsdvnchsZEZFNevbmFTae\n3i1p+7rXeLi7uMkUERnDR51Gwkn539rbL6PC8PexLTJGRJQ3KQaK7tjKOo+cEk5yYsKSTMJW7igR\nyS0pNRlvE+MkbaPb9ZMpmnxKpW+EZc4vRIt7F0HnOq0lbX8e3pDzmIiIbNj3/yyAKtM/+2UKFcc7\njTvKGBEZQzHvwhjeqpekbcG+VRxlSVbL0BqWahv5f1jXWXBKOJkLE5ZkVHZ26W+ptLQ0Ji2JjCAi\nNir9G0GAWhBQwMkF9cvWkDeo/CZNzz9SgqC7GE8WNIvvHLpxCg9eP81NZERENufUvUvYcUlaQXpC\nx+FQ2itlioiMaXzQMLg4OovbYbFvsPbkDhkjIsq9FFU+WMNSx7WuSs2CWWQeTFiSUTk6pk/zSEtL\nQ3Iy75YS5YUqLQ2R8TEQ0tQQBCA5NRnl/EtBoVDIHVr+YmC6T26mhdcrUx11SleVtC09sjHH+yEi\nskW/7lkh2a5VqgpHV9oQ34JeGNZSOspy/t6VHGVJVinV4JRwG0lY6hhjaSvnRpaPCUsyKnd3d/H7\nyMhIjrIkyoPIuGgIghpCqhpqtRppaWmoVa5q1k8k49JXdAfIVcJSoVBojbLccHoXouJjcrwvIiJb\nci3kDo5qrOv7fd+JkrV/yfp90GEgnB2cxO1X0eFYdWyrfAER5ZLhoju2kdTT9f88p4STuTBhSUbl\n6uoKe/v0i8qYmBi8evUKiYmJTFwS5ZAgCAiPjYQ6WQV1kgpR8THwLugJT3cPuUPLf4ycsASALnXb\nwt+zkLidmJKENSe252pfRES2QBAEfLXhZ0lb4/K10ah8bXkCIpMp7OGLYRprWc7f9zcSU5Jkiogo\nd1LywRqWuthKQSGyfFwMhoxKoVCgePHiCAkJgSAIiImJQUxMDOzt7WFvb8+prETZlJKagqSkREAQ\nEJPwFlHxsWhaswGUSv7ZNjsDd8+Ryws2B3slRrbui+lbF4ptfwVvwvvtB3CdNiLKlw7eOIVzD69J\n2sYFDpUpGjK1cQFD8PexLWKSMiz2Ddac3I5327wjc2RE2WdohKWtrGGpS5oNnxtZFv5XREZXoEAB\nlCxZEs+fP0daWvo/82lpaeL3RJS1sJg3SEhJRFxSAlTqNMSpk1DCv5jcYeVP+oruALkeYQkAg5p3\nx8+7liHx/9ftehkVhn3XjqNznTa53icRkTUSBAGzdyyRtLWv0QztqjeRKSIytULu3hjeqjcWHVgj\ntv2+bxWGNO8BJwdHGSMjyr5kAwlLW1jnUd8sSVs4N7IOTFiSSRQoUAAVKlRAfHw8YmNjkZKSwrUu\niLIpNjEOl0JuISE1CQ8jnuH0k6vYMuUPucPKvwxOCc/9jRhvNw/0bhSE1Se2iW3Lg/9hwpKI8p39\n147jWsgdSdvn3d/nzBwbN7bDQKwI3izeuHsVHY71p3dqFeUhslS2PsJSX8JSzSnhZCZMWJLJKBQK\nuLm5wc3NTe5QiKzKp2t/wt/HtojbTSvWReWiZWWMKJ8zcpXwzEa07iNJWJ64ewH3Xj1GRf8yedov\nEZG1EAQBs3culbR1rtMG1YpXkCkiMpdC7j4Y2rInFh9aL7b9tvdvDGjaFY5KBxkjI8oeQ1XCBbX1\nr2Gpq0I4wBGWZD4sukNEZEHeJsZj89m9krbhrXrLFA0BMEnRnQzVildAw3I1JW0rj/2bp30SEVmT\nPVeO4saze5K2yV1GyRQNmdvYgMFwUv43BfxF5Gut6yAiS5Wi0l90Jy0Ps3Ashb4RliqOsCQzYcKS\niMiCbDq7BwnJieJ2YQ9fdKzdSsaICCoDa1ga4Q7ziNZ9JNsbT+9GfFJCnvdLRGTp1Go1Zu+Url3Z\nrV47VClWXqaIyNwKe/hiUPNukrbf9q6EykD1ZSJLYWiEpdomRljqxqXeyFyYsCQishCCIGB58GZJ\n2+Dm3eHAqtHyMuGUcADoVLs1fAt6idtvk+Kx+RxHlxCR7dt5+Qhuv3gobisUCnzS+V0ZIyI5jA0Y\nLLnWeRL+HNsuHJQxIqLsSU7VPwvHltewTOMISzITJiyJiCzEqXuXcP/1E3Hb3s4eQ1r0kC0e+n8m\nKrqTwcnBEYObd5e0LQ/+R+9FIhGRLUhTp2GOxtqVPep3QKWiXMM3vynuXQTvNO4kaftlzwqO4iKL\nl2pgJLBNJyxt4NzIOjBhSURkIVYcla5d2LF2KxTxLCRTNCQylLA00j9TQ1r0hJ3iv4/kOy8f4uyD\nq0bZNxGRJdpx8TDuvXosbtsp7PBx55EyRkRymhA0DPZ29uL2/ddPsOtysHwBEWWDoSrhtnDjmUV3\nSG5MWBIRWYDX0eHYcyVY0sZiOxbC4JRw40yJKeZdGEG1Wkjalh/drKc3EZF1U6WpMHeXdHRlr4YB\nqFCktDwBkexKFSqGng0CJG2/7FluE0kfsl0phqqE28B7V985qDklnMyECUsiIguw+sQ2ScW9CkVK\no1nFujJGRCJDRXeMOCVGM0G969IRhMZEGG3/RESW4q/gzbj/+qm4bW9nj487cXRlfjex4zAoFApx\n++bz+zhw/YSMEREZlmJghKXaFhKWeto5wpLMhQlLIiKZpaapsOr4Vknb8Fa9JRftJCODa1ga74Kt\nReUGKF+4lLitUqdh9YltRts/EZEliE9OxC97Vkja+jQKQtnCJeUJiCxGhSKl0bVuW0nbz7s4ypIs\nkyAIBhOW+qZTWxOuYUlyY8KSiEhm+68dl4ykK+DkorX4PMnI0JRwI95hVigUGN6ql6RtzYltrMRI\nRDZl1fEtiIyLFrfdnAvgyx5j5QuILMqkjsMl21ee3sLR2+fkCYbIAFUW12c2kWjnlHCSGROWREQy\nW31cOoquT8MgFHRxlSka0mKmEZYA8E6TznBxdBa3X0aF4fDNM0Y9BhGRXJJSk7Fw/xpJ26jWfeHn\n4SNTRGRpqhavgKBaLSVtv+xeLlM0RPoZGl0J2MaUcH1UaUxYknkwYUlEJKOQiJcIvn1W0jakRQ95\ngiHdDCYsjXvB5u7ihu7120vaVmssF0BEZK3WntyBsNg34raLozPea9dfxojIEk3qNEKyfebBFZy6\nd0mmaIh0S1EZuD6EbYyw1FslnFPCyUyYsCQiktG6UzskFzS1SlVBjZKVZIyItBi6IDXBBduQ5j0k\n2weun8SrqDCjH4eIyJxSVKn4fd8qSduwlr3gW9BLpojIUtUuVQVtqjWWtHGUJVmaVJUqix42kLDU\ncwpqFt0hM2HCkohIJqo0Fdad3ClpG9y8u0zRkF5mnBIOAHXLVEOVYuXEbbWgxvrTOw08g4jI8m06\nsxsvokLFbSelIz7oMFDGiMiSfdRROsry2J3zuPjohkzREGlLMbTGOWwjqad3hCXXsCQzYcKSiEgm\nh26cwuuYcHG7gJMLejboIGNEpJOhhKUJLtgUCgUGa4yyXHNiOy8OichqxSXFY87OpZK2Qc27obCH\nr0wRkaVrWL4WmlasK2mbt4ejLMlypGaxhqX1j680UCXcBpKxZB2YsCQiksnqE9JiOz3rd4CbM4vt\nWBxDd9BNtIZPn0ZBcHZwErefR75mlVQislrLg//Bq+j/btA52CsxNmCwjBGRNfi400jJ9sHrJ3Et\n5I5M0RBJpWQxJdwm1rDUVyVcUNvE+ZHlY8KSiEgGL6PCcOjGaUnbYBbbsUyqZP2PGbnoTgaPAgXR\ntV47SdsajQQ3EZE1SFGlYtmRTZK2Me0HoLh3EZkiImvRrFI91C9bQ9L2654V8gRDpCHLojs2MMbS\n0DmoWXiHzIAJSyIiGaw7tUPyQV+teAXULlVFxohIL4NrWJruYnSIxnqm+64eR2hMhMmOR0RkChtO\n75Isf+Li6IwPObqSskGhUOAjjYrhuy4H4/aLhzJFRPSf1PywhqWBy1xOCydzYMKSiMjM0tRpWHti\nu6RtUPPuUCgUMkVEBhm6IDXhxVqDcjVR0b+MuK1Sp2HD6V0mOx4RkbElpSZj9o4lkrYBTbvAy9VD\npojI2rSt1gQ1S1aStP22d6VM0RD9J8sp4WaKw5QMjbBUcW11MgMmLImIzCz41llJpVQXByf0bhgo\nY0RkkAxTwoH0kSVDNIrvrD6xzSbu2BNR/rDu5A6Exb4Rt10cnPBhwBAZIyJro1AoMEmjYvi2Cwfx\nMDREpoiI0mU1wtIW1ng0dA5qJizJDJiwJCIys9XHpWsRdq3XDh4FCsoUDWXJ4JRw0yYP+zQOgpPS\nUdwOiXiJE3cvmPSYRETGkJqmwoL9qyVtw1r1RjHvwjJFRNYqqFZLVC5aTtxWC2qOsiTZJadmlbC0\n/hvMhhKWnBJO5sCEJRGRGYXGRGD/9ROStiEstmPZDI2wNPHdZS9XD3Sp20bStuo4i+8QWbrIyEh8\n++23qFOnDry8vODj44MGDRpgxowZiIuLM8ox1Go1NmzYgF69eqF06dJwc3NDwYIFUa5cOfTr1w/b\nt2/PeicmtObENryIfC1uOykd8UGHgTJGRNbKzs4OkzoOl7RtPrsXIREv5QmICNkZYWmmQEyKCUuS\nFxOWRERmtPH0bqRlSnJV9C+jVQGTLIyMIywB7erxe68eRcTbKJMfl4hy59KlS6hRowa+++47XLly\nBdHR0YiMjMSFCxfwxRdfoFatWrh3716ejhEZGYkWLVqgf//+2LJlC54+fYr4+HjExcXh0aNH2Lhx\nI7p3746OHTsiPj7eSGeWffFJCfhp+2JJW/+mXVDYw9fssZBt6FqvLcoVLilup6nTsOjAWhkjovwu\nRZVFwtImVrHUL41TwskMmLAkIjITQRCw7tQOSdtgFtuxfCp5E5aNy9dG+cKlxO3UNBX+PbfP5Mcl\nopwLDQ1F586d8fLlS3h7e2PVqlWIiIhAaGgoFi1aBFdXVzx69AidOnXC27dvc32cIUOG4NSpUwCA\nTp064dixY+JxDhw4gBYtWgAA9u7diw8//NAo55YT607tQFR8rLhdwMkFE4KGmT0Osh32dvYYHzhU\n0rbu1A6Ex0bKFBHld1lWCbeJKeH6H7OF8yPLl+8SlgkJCThx4gTmzp2Lfv36oUyZMnB2doazszM+\n+OADox2nXr164n4NfY0cOTLLfb169Uq8I+/j44OiRYuiVatWWLRoEVKzWDuDiCzH+YfX8Cjsmbjt\nYK9E70ZBMkZE2ZImT9GdDAqFAv2adpa0rT+10yYWcyeyNd9++y1ev34Ne3t77N69G4MHD4aPjw/8\n/Pzw/vvvY9OmTQCAhw8fYvbs2bk6xsOHD7F7924AQKtWrbBjxw60aNFCPE779u1x4MAB1KxZEwCw\nZs0aREaaL6mTokrF4kPrJW2j2/bj2pWUZ70aBqKol5+4nZSajGVHNsoYEeVnWY6wtIHrNEOjRDkl\nnMwh3yUsAwMD0aJFC0yePBkbN27EkydPkJycjOTkZKMm/zL2mdVXSoqBkTsADh8+jOrVq2PGjBm4\ndu0aIiMj8erVKxw7dgxjx45F48aNERYWZrS4ich01p/eKdkOqNkCPm6e8gRD2WdwhKV5LkbfadwJ\n9nb24vatFw9w/dldsxybiLInLi4OK1asAAD07t0bjRo10urTsWNHtGmTvi7twoULkZaW85sed+7c\nEb/v378/7Oy0L+ednJzQp08fAIBKpcKDBw9yfJzcWnZkI569eSVuOyodMKpNX7Mdn2yXo9IB77eX\nroO6/Og/eJto/mUPiLJOWJopEBMyXHSHU8LJ9PJdwrJAgQJo1qwZPvroI6xbtw63bt0y6fEGDx6M\nxMREvV/Lly/X+9x79+6hZ8+eiIyMRLFixbB582aEh4fjyZMn+OGHH6BUKnHp0iV069YtVxe8RGQ+\n8cmJ2HbhkKStf9MuMkVDOWJohKWZLtYKe/iiTbXGkrZ1J3fq6U1Ecti7dy+SkpIAAP369dPb7513\n3gEAvHnzBsePH8/xcQoVKiR+b2hJkcyPZX6OKb1NjMe83dJr24HNuqGQu49Zjk+2b1Dz7vBydRe3\nYxLeYtXxrfIFRPlWqkol2bZTSFMrtjBlmglLklu+S1ju27cPJ06cwM8//4z+/fujTJkyJj2evb29\nwSnhDg4Oep87ZcoUxMbGokCBAjhy5Ah69+4NX19flCpVCl999RXmz58PADh79qzBxCcRyW/X5SOI\nT04Qtwt7+KJNVe3RN2SBZC66k6F/E+m08C3n9yMp1UAylYjM6vz58+L3jRs31tuvadOm4vcXLlzI\n8XFq1qyJYsWKAQA2b96s8x/K1NRUbN26FQBQpUoVlC5dOsfHyY11p3YgNvG/KujuLm6Y3OVdsxyb\n8gdXJxeMavOOpG3xoXVITjU8a43I2FI01rB0cnCUbNtC0R1DZ8Ap4WQO+S5haS2ePHmC7du3AwBG\njx6NChUqaPUZM2YMypcvDwD49ddfzRofEeXM+lPS0XB9GgVBaa+UKRrKNnWa4VGUZljDMkNAzRbw\ndvUQt6MTYrH36jGzHZ+IDMuYqu3i4oKiRYvq7Ve2bFnx+9u3b+f4OM7OzliyZAlcXFxw8OBBvPPO\nO7h48SISEhLw9u1bnDx5El26dMHFixfh7u6OJUuWmKW4W2qaCks11hMc034AfAt6mfzYlL+MbN0X\nLo7O4nZoTAQ2ndktY0SUH6VqTAl3UkoTljaQr+QIS5IdE5YWatu2beL3/fv319lHoVCI04pu3LiB\nhw8fmiU2IsqZp+EvcOreJUkbp4NbCVUWIxjNOMLSUemgVaRpw6ldZjs+ERkWHh4OAPDz8zPYz83N\nDS4uLgCAiIiIXB2rY8eOOHPmDAYNGoQdO3agfv36cHV1hbu7O5o3b44TJ05gxIgRuHDhApo1a5bj\n/UdFRen9io6O1vmcv45sQkjES3HbUemAoS165ur8iAzxdvPAkOY9JG3z962CKk2l+wlEJpCsmbDU\nGGFpE1PCWXSHZMaEpYU6d+4cAMDR0RF169bV2y/ztKLMU5GIyHJs0LjrX69MdVQoUlqeYChnDK1f\nCQBmvljTTHQH3z6LF5GhZo2BiHSLi0ufCu3s7JxFT4gJy4zn5MbLly/x4sULJCdr/51KSkrCy5cv\n8erVKx3PzJq3t7fer8wjRDMkp6bg9/2rJW3vNO6EQu7euTo+UVbe7zAQDplmqjyNeIFtFw7KGBHl\nN6kaU8IdldKl3myiSriBc7CFhCxZPiYsTezYsWOoW7cuvL294ePjg6pVq2LkyJE4cuSIwedlTCsq\nWbKkwXUuM180Zq4aSUSWQa1WY+Np6Sg4jq60IoYqhANmnRIOANWKV0CNEhX/O7wgcBockYXJzvTr\nvE7R/vXXX9GpUycEBwejW7duOHHiBN6+fYuYmBgcOXIEbdq0wb59+9C+fXusXr066x3m0T/n9iEs\n9o24XcDJBZ91f9/kx6X8q6iXH95p3EnStmD/KptIEpF1yGpKuE2sYWng90nFor9kBkxYmtjjx49x\n+fJlREVFITIyErdv38by5cvRtm1bdOvWTe+0moxpRYULFza4/8yPZzwnu3Iz3YeIcubkvYt4Hvla\n3HZxcEL3+u1ljIhyJKsp4TKs39O/aVfJ9vrTu/gPGpEFcHNzAwAkJiZm2TejT8ZzcuLChQv4+OOP\nIQgCBg0ahG3btqFZs2Zwc3ODu7s7Wrdujf3796Njx45ITU3Fu+++iydPnuToGJGRkXq/Hj16JD2X\nlCTM3blU0jaoWTeuXUkmNy5wiKQy8+0XD3HoxmkZI6L8JEWjSrhW0R0buDQzXHSHSzCQ6TFhaSIl\nS5bE559/jn379uHu3buIiYnBkydPsGrVKtSsWRMAsGPHDnTr1g0qlfYve3anFWVMKcr8nOzK6XQf\nIso5zWI7neq0hrtLzv9BJZkYqhAuk14NAyTTjp6EP8eZB1fkC4iIAAC+vr4Asr6BHB8fj4SEBACA\nj49Pjo+zbNkyqP9/OYrvv/9eZx87Ozv88MMPAIDk5GSsXLkyR8fw8vLS++Xp6Snpu+TwBryI+m9p\nCqWdPd5r2y9HxyPKjTJ+JdClbhtJ2/x9OXuvE+VWisYsHFtcw9JQ1pUjLMkcmLA0kd27d+N///sf\nAgICULFiRbi7u6NUqVIYPHgwzp8/j+7duwMAjh8/jqVLl+rdT1ZThjI/zhE2RJYlNjEOuy8HS9o4\nHdzKZJWwlOHvrperBwJrtpS0aSbGicj8KlWqBABISEjA69ev9fbLPEKxcuXKOT7OjRs3AKQnFQ3d\nYK5Tpw7s7e0BADdv3szxcbIjKTUZiw+tl7SNatMXJX31V0knMqbxgUMl22cfXMVZ3sQjM0jRKPLk\nqDkl3Ab+Nzc0rV3FKuFkBkxYysDR0RF//fWXOA1oxYoVWn2yO60o8+MFCxbMURw5me5DRDm3/cJB\nJKb+N6W4uHcRNKtYT8aIKMcsqEp4ZgOaSRPfOy4dRlxSvCyxEFG6Bg0aiN+fOXNGb7/Tp/+bslq/\nfv0cHyfjZnVObmrndc1Mff45uxdv3kaJ2wWdXfFRp5EmORaRLjVKVkKbqo0lbfP3rZIpGspPNNew\ndNacEm7OYGSQxoQlmQETljLx9vZGmzbpUxguXryodQcmY4pQVtOKwsLCtJ6TXTmZ7kNEObdeo9jO\nO006w86Of3atSpZTwuW5HG1VpSH8PQuJ2wnJidh+8bAssRBRuqCgIDg6pv/DunHjRr39Mh7z8vJC\ny5Yt9fbTp3Tp0gDSbzw/ffpUb78rV64g7f+n7JUqVSrHx8mOJYc3SLYHNe8OT1d3kxyLSJ9xgUMk\n2wevn8TN5/dliobyC80q4VpFd2xgSjiL7pDc+J+zjPz9/QEAKpUKb9++lTyWMUUoJCREvNjU5fHj\nx1rPISL5PXj9FBceXZe09WvSWaZoKNcsdISlvZ09+mpUR91wmtPCieTk7u6OoUPTp6du2rQJly5d\n0upz6NAhHD6cfnPh/fffh1KpzPFxOnbsKH7/7bff6uwjCILksU6dOunsl1evov+7se6kdMQHHQaa\n5DhEhjStWBf1ylSXtP26Z4U8wVC+kawxwtImp4QbSlhyhCWZAROWMsoYHWlvb69VJbJevfRpo0lJ\nSbhy5YrefWSeVpTxHCKS36YzuyXbTSrUQSmu6WV9slzDUr675/01EuBnH1zF04iXMkVDRADw3Xff\noVChQlCpVAgKCsLmzZsRHx+P2NhYrFixAr169YIgCChVqhSmTp2qcx+BgYFQKpVQKpWIj9de6uGd\nd95BrVq1AKQvK9SvXz9cunQJqampSElJwZkzZ9ClSxds374dANCuXTu0bt3aZOecYWCzbijs4Wvy\n4xBpUigUmNhxuKRtx6XDePBa/whkorxKTpXe1HZxdJJs20TC0sBjhgZVERkLE5YyiY2NxZEjRwAA\ntWrV0pom2qNHD/H7TZs26d3P5s2bAaQv9J6x2DsRyUutVmPzuX2Stnc4utI6qSyv6E6GsoVLon7Z\nGpK2f87ulSkaIgKAokWLYseOHShUqBDCw8PRt29fuLm5wcPDAyNGjEBsbCxKlCiB3bt3w8PDQ+c+\n0tLSxC9d//Da29tj586dYtJy48aNqFevHhwdHeHk5IQmTZpg9+70m2YtWrQwOD3dWBzslfgwcLDJ\nj0OkT4cazVCteAVxWxAELDywWsaIyNalaK5hqZGwVNtCwtLgCEuV3seIjIUJSxmo1WqMGzcOMTEx\nAIDBg7Uv8MqXL4+AgAAAwKJFi/Ds2TOtPqtXr8atW7cAAOPGjTNhxESUE2ceXMGLyP8qxLo4OKFL\nnTYyRkS5lmaZU8Iz9G3cUbK96cxum7ijT2TNGjVqhBs3bmDq1KmoVKkSnJ2dUaBAAVSrVg3Tpk3D\n9evXUbVq1Twdo3jx4jh37hyWLVuGoKAg+Pn5wd7eHg4ODihatCi6deuG9evXIzg4GN7e3kY6M/3e\nadwJxb2LmPw4RPooFAqtiuGbzuzBq6gwPc8gypukVOlNbWelxghLGyi7wyrhJDcmLHOhVq1acHZ2\nRpEiui/MJk6ciFGjRmHr1q24e/eumJiMjY3F7t270bp1a6xalV69rm7duhg7dqzO/cyZMwcuLi6I\njY1F27ZtcejQIaSmpiImJga///473n33XQBAzZo1MWbMGBOcKRHlxuazeyTbQbVboaCLq0zRUJ5k\ntYalzBej3eq1g6PSQdx+HP4clx7flDEiIgIAPz8/zJw5E3fu3EFiYiLi4+Nx48YNfPfdd3pHVmbY\nv38/UlNTkZqaqrVkUGaOjo4YOXIk9uzZg9DQUKhUKqSkpODFixfYtm0b+vXrZ5ZCb/Z29pgQNMzk\nxyHKSpe6bVDKt5i4nZqmwp8ahaGIjCVZM2Fpi1PCDZwDp4STOeS7hOWKFSvg7OwsfmWuhq35mK+v\n7nV4kpOTkZycjKSkJJ2Ph4aG4q+//kLPnj1RuXJleHp6QqlUwsPDA507d8bx48cBAO3bt8fevXvh\n5OSkcz81atTA+vXr4erqigcPHqB9+/ZwcnKCp6cnxo0bh+TkZFSsWBE7d+6Eg4ODzn0QkXklpiRh\nh0a15j6NgmSKhvIsyynh8o6w9HL1QIcazSRtGzXWTyUi62JnZyeuYWkNRrTqjVKFimXdkcjElPZK\njA0YJGn7+9gWRMfHyhQR2bKs1rC0jSnh+h9Ls4Eq6GT58l3CUqVSiQnHjK8MaWlpknZ9CcmszJ8/\nH6tWrcKgQYNQtWpVeHl5IS0tDU5OTihbtiwGDhyI3bt3Y//+/ShUqJDBfXXr1g3Xrl3D+++/j5Il\nS8LOzg4uLi6oWbMmpk+fjsuXL6NEiRK5ipOIjG/fteN4m/RfkYRC7t5oVaWhjBFRnmQ5JVz+i9G+\njaTVf7dfPKh115+IyBSclY74qPNIucMgEvVr0hmF3P9bBiE+OQF/BW+WMSKyVVprWDrY4AhLQ1PC\nOcKSzMA6bt0a0YgRI3SuGamLQqHQ2X7t2jWo1Wq9jxcqVAiDBw+WHCctLQ329vY5DxhA2bJlsWjR\nIgDp61+aY3oPEeXOZo2iJz3rB0Bpn+/+1NoOC64SnqFt9SbwdvVAZHz68iNR8bE4dOMUOtVpLWtc\nRGT7ejUMhI+bp9xhEImcHZwwul1/TN+yUGxbengDxrQfAFcnFxkjI1uTpDELx8lBc9akDSQsDU0J\n5xqWZAb5LvNlb28vmfZt6EvfVG1HR0eDj+s7rjEwWUlkucJj3+DIzTOSNs2iKGRlspoSbgEclQ7o\nXr+DpG3TmT16ehMRGc/wVr3kDoFIy/CWveHu8t/6r5HxMVhzYpuMEZEt0p4S7izZtoURloaSrqo0\nVgkn02P2i4jISLaePyi521ipaFlUL1FRxogoz7IqumMBIywB7cT4wRsnERkXI1M0RJRflCpUXO4Q\niLQUdHHFyNZ9JG2LDqzhcilkVJrvJxcHW1zDkiMsSV5MWBIRGckmjergfRoF6V06gqxEllPCLeNi\ntE7pqihXuKS4nZqmwrYLB2SMiIiISD7vtu0nSSC9ig7HP+f2GngGUfap1WqkaowwdFRKi+DaxghL\n/VRMWJIZMGFJRGQEd18+xrWQO+K2QqFA74asDm71rGSEpUKhQN9G0lGWmuupEhER5Re+Bb0wqHl3\nSdv8vX9zVBgZRbLm+pVKR9hrLN1mqGCNtTB0Biy6Q+bAhCURkRFs1hhd2bxSPRT18pMpGjIazSrh\nSun6RJYywhJIL36R2cXHN/AwNESmaIiIiOT1QYdBUNr9V0fgcfhz7Lh0WMaIyFZoTgd3cnDUmlXF\nKeFEeceEJRFRHqnVavx7bp+krU8jFtuxCapU6baDZsLSMkZYAkBJ36JoUqGOpI2jLImIKL8q5l0Y\nfTTWeJ6/92+bn6pLpqc1wtLBEYA0YWkL7zND58Ap4WQOTFgSEeXRqfuX8SIqVNx2cXBC5zqtZYuH\njCirEZYWNt2nb+NOku3NZ/dArbacpCoREZE5jQsYIhn5dvP5fRy6cVrGiMgWaI2wVDrCTqExJdwW\nEpYGq4QzYUmmx4QlEVEebTqzW7LdsXYruDm7yhQNGZXmGpZaU8ItKxnYtW5bOGcqMvDszSucfXhV\nxoiIiIjkU75IKXSu00bSNn/fSpmiIVuha4SlZp1Nm0hYGjgFTgknc2DCkogoDxJSkrDz0hFJm+Yo\nN7JimlXClU7SbQu7GC3o4oqgWi0lbZvP7NHTm4iIyPZNCBoq2T774CrO3L8iTzBkE3SNsNRcw9I2\niu4YGmGp0vsYkbEwYUlElAf7rh5DfHKCuO3n7oMWlevLGBEZleYISwcX6baFjbAEgL4a63Vtv3gI\nSalZVDsnIiKyUTVLVkabqo0lbb/uXSFPMGQTdBXdsckp4YaK7ljgNTDZHiYsiYjyQLPYTs+GAVDa\nK2WKhowuTaPojuYISwu8e96qSkMUcvcWt98mxePg9ZMyRkRERCSvCR2HSbaP3DyD6yF3ZYqGrJ32\nlHAnjZI7gNoGEnoGE5Zcw5LMgAlLIqJcioyLwZGbZyRtvRsGyhQNmYSVrWEJAEp7JbrXay9p23J+\nv0zREBERya9x+dpoWK6mpO3XvVzLknJHe0q4g/aUcMu7p50LrBJO8mLCkogol3ZeOiz5sK5QpBRq\nlKgkY0RkdFpVwi17DcsMvTQS5wevn0JMwluZoiEiIpKXQqHA+CDpKMtdl4/g3qvHMkVE1kzXlHCb\nXMOSRXdIZkxYEhHl0r8ao9Z6NgjUulghK6e1hmUB6baFJizrlK6K0oWKi9vJqhTsuhwsX0BEREQy\na1+9KaqXqChuC4KA3/b+LWNEZK2SNK4PnZROUNjiGpYGi+4wYUmmx4QlEVEuvIgMxZn7lyVtPRt0\nkCkaMhlVknTbCoruAOkjSTRHWW45v09PbyIiItunUCgwMWi4pG3L+f14Gv5CnoDIaqWopGucOzk4\n6ljD0voTloZwSjiZAxOWRES5sPXCAcl2ndJVUcavhEzRkMmkaiQsHTVGWFrwdJ9eDQIk2yfuXsTr\n6HCZoiEiIpJf5zqtUaFIKXE7TZ2G+fs4ypJyJjtrWFrqLJycMFx0R2XGSCi/YsKSiCgXNIuY9GrA\nYjs2yUpHWAJA+SKlULNkZXFbEARsu3BQxoiIiIjkZWdnhwkaoyw3nN6FF5Gh8gREVik5VWNKuIMj\n7DSnhFvwTe3sMpSw5AhLMgcmLImIcujuy8e48eyeuG2nsEO3+u1kjIhMRmsNS82EpWVfjPZqKB1l\n+c85TgsnIqL8rWeDDijlW0zcTk1T4ff9q2SMiKxNklbRHSdoDrBUqy33pnZ2GUq6sugOmQMTlkRE\nObT1gnR0ZfNK9VDYw1emaMikUhOl21pFdyz7YrRH/Q6SKUrXQu7gweunMkZEREQkL6W9EhOChkra\n1pzYjrCYNzJFRNZGcw1LZwdHKKBZJdz6Gbovz6I7ZA5MWBIR5YAgCPj3nEZ18IacDm6T0lSAOtP6\nPAoFoHTS6GTZl6NFPAuhWcV6kjbN6vZERET5Td/GnVDMq7C4naxKwcIDa2SMiKyJ1pRwpSPs7PJZ\nlXCOsCQzYMKSiCgHLj+5iacR/1WTdFI6onOd1rLFQyakuX6l0hla830sfIQloD0tfMu5fTZxEU1E\nRJRbjkoHfBg4RNK28ti/eBMXLU9AZFWSVNIp4Y5K7RGWaiu4RsyKwaI7TFiSGTBhSUSUA5qjK9vX\naAp3FzeZoiGT0ly/UukMaCyobulrWAJA5zpt4Kh0ELcfhz/H5Se3ZIyIiIhIfgOadoGfu4+4nZiS\nhD8PrpMxIrIWKanSKeFODo7a97Qt/xIxSwaL7nBKOJkBE5ZERNmkSlNh20VpleWeDQL09Carp7l+\npdIZgPWNsPQoUBDtqzeVtGlWuSciIspvXBydMTZgkKRtWfAmRMfHyhQRWYtkjZvazg6OUNhilXAD\nj3GEJZkDE5ZERNl08u5FhMdGitsFnV3RTiMRRDZEc0q4g44RllZyMdpLY53VrRcO8EKTiIjyvSEt\nesLbzVPcjktKwLLgTfIFRFYhWatKuKOkyCEACFZwUztLnBJOMmPCkogomzSLlXSq0xoujs7yBEOm\nl601LK0jYdm+RjMUdHYVt8NjI3HizgUZIyIiIpKfq5ML3m8/QNK25NAGvE2MlykisgZJqVmvYWkL\n64Wz6A7JjQlLIqJsSExJwq7LRyRtvTgd3LZlZ4SllVyMOjs4oXPdNpI2VgsnIiICRrTqA48CBcXt\n6IRYrDj2j4wRkaVL0Si646xrDUszxmMqXMOS5MaEJRFRNhy6cQpxSQnidiF3bzSrVE/GiMjkUnUU\n3bHCNSwzaCbYd10+gsSUJD29iYiI8oeCLq54t807krY/Dq5DfHKinmdQfpekcY3oqHSEncZNbbXa\neq4R9WGVcJIbE5ZERNmgWaSke732UNorZYqGzEKlo+iOlY6wBIBmlepJqqHGJSXg4PVTMkZERERk\nGd5r2w9uzgXE7Tdvo7DmxDYZIyJLlpQiTVgWcHTWXsPSJsZY6scp4WQOTFgSEWUhJuGtVmKnV0NO\nB7d5GhUg06eEW+8IS3s7e/So30HS9u+5fTJFQ0REZDk8Xd0xsnVfSdvv+1drjaQjAoBEjfeFi6Oz\n5hwca7qnrZfBKuGcEk5mwIQlEVEWdl85iuRMa9WU8i2GOqWryRgRmUWq5ghLF6utEp6hVyNptfBD\nN08hOj5WpmiIiIgsx+h2/SXFFENjIrDu5A4ZIyJLpbmkjoujMxQa14i2MMLS4BqWHGFJZsCEJRFR\nFrZojELr1TBAa9oH2SDNEZZKJ1jzGpYAUKtkZZT1KyFup6hSsfvKURkjIiIisgy+Bb0wtGVPSduC\n/auRokqVKSKyVLoTltJrRJtYw9JQlfA0lRkjofyKCUsiIgPCYt7gxN2LkraerA6eP2iOsHRw0TEl\n3LrunisUCq3377YLB2SKhoiIyLKM7TAITkpHcftF5GtsPrtHxojIEulMWGpPCjdfQCbCojskNyYs\niYgM2H7pENSZRtFVL1ERFf3LyBgRmY1Ko4K20smq17DM0L1+e8n28TsXEB4bKVM0RERElqOwhy8G\nNusmaftt798cTUYSiSmaa1g6wc5Oo+iO9ecrDZ4Dp4STOTBhSURkwPYLByXbmkVLyIalaiQsHXSs\nYWmFCcuK/mVQrXgFcVstqLHz0mEZIyIiIrIcHwYOhoO9Utx+Ev4cWzkbgf6fWq3WKsbk7OCkNcJS\nbYXXiJoMTQln0R0yByYsiYj0eBkVhnMPr0nautVrJ1M0ZHY6R1had9GdDJqJ920aiXkiIqL8qrh3\nEbzTuJOk7dc9K2xiTULKO50VwhUKrTUsDU2nthYsukNyY8KSiEiPHRcPSbbrlK6Kkr5FZYqGzE6z\n6I6DC6y96E6GbhrTws88uIKXUWEyRUNERGRZJgQNg72dvbh9//VT7Lx8RMaIyFLoWr8SAOw0E5Zm\ni8iUDK1haZ3XwGRdmLAkItJj20XpqDPNtf/Ixqk0iu4onQA7zSnh5gvHmEr5FkXdMtUkbdsvcpQl\nERERAJQqVEyrSN0vu5dzlCXpTVhqVQm30pvambHoDsmNCUsiIh1CIl7i0uObkraudTkdPF/RmPID\npTNsZYQloD0tfOt5JiyJiIgyTOw4TJKEuvXiAQ5cPyFjRGQJNBOWBRydAEBrDUvbmBKu/zEWoqL/\nY++uw6M4tzCAv7txVyBogrslwSW4OwUqFAp1p06B0lJoSxUKbWlLhd5ipYIGKcElWALB3Z24227u\nH9tsMrO70d2dndn39zx5LvPt7OxJLzI5851zrIEJSyIiI9aLhpC0q9cSNf2rSRQNScJgh6WrYnpY\nAsDQ0F6CH8SOXTuNqw9uShgRERGR7WgYFGLQu/yrjb8qIhFFFWc4IVy3wxJK7GFZwn1uvlajiO+R\nbBsTlkRERqwT9a9kObgdMuhh6WpwMyrnHZbV/aqiY4M2gjUO3yEiIioyZeATguO4a2ew8/RBaYIh\nm1DmHpZ2kMxTQtk72TYmLImIRK4+uIm4a2f0xyqVCkNCe0kYEUkirww7LGV+Mzqinags/MhWiSIh\nIiKyPU1rNsDA1hGCtXkbf7GLZBQZV9YeliXtTpSL0n6f52vYx5IsiwlLIiIR8e7KDg3aIMi3ikTR\nkGTEOywV1sMSAAa37fnfFNQCPOKShDdSd+JO1OeyT8QSERGZy5RBkwTHhy4dx95zRySKhqSWmSt8\noO3m9F/CUok9LEtJuuZz8A5ZGBOWREQiBuXgYRy2Y5fEOyyd3BTVwxIAAr380L1JO3RxysQ8rzsY\n4pKG6jtnA5d2SB0aERGRTWgd3AS9mncSrH2x4SdFJKSo/Ax3WOqG7hiWhFstJIsp7fc4J4WTpTFh\nSURUzKV713Hyxnn9sVqlxpDQnhJGRJIx2GHpoqgeloWGh/fBRx53BWsFq1+SKBoiIiLb8+aQJwXH\nBy/GYc/ZwxJFQ1IyNXRHXBKuhP6OpSVdWRJOlsaEJRFRMeKhI50bhaKKd4BE0ZCkjE4JFycs5f/4\nfGCbCIQ45ArWVCmcFk5ERFQotG4Lg12Wn61fzF2WdsiueliW8j1otPlWioTsFROWRETFcDo46eVm\nCo+d3aG0HpYA4OPuhQK1o9RhEBER2bQ3hzwlOD5y+QS2nYyWKBqSij1NCefQHZIaE5ZERP85d/sK\nzt6+pD92UDtgUNseksVDEsvNEB47eyiuh2UhB0cXgzWtVv7JWCIiInMJrdscfVt2Eax9tv4HRSSm\nqOxMJSzFD7W1Cvh9waE7JDUmLImI/rM2RlgO3q1JOAI8faUJhqSXJ9ph6eRuWBKukKSek5NhwjLm\nykkJIiEiIrJdbw99RnB8/Po5bDq2S6JoSAqmhu6IS8KV0DaotOfyHLpDlsaEJRERdCUP60UJy2Gc\nDm6/tBrh0B2VysSUcGVQGSkJX3NkqwSREBER2a6WdRpjSGgvwdpn6xezKsGOmBq6oxbdI9pHD0v+\nvifLssumVXfv3sXBgwdx6NAhHDp0CHfu3AEAjB49GrNmzTLLZ9y6dQs7d+5EdHQ0bt26hTt37qCg\noABBQUHo2LEjHn/8cdSqVavEa4wcORIXLlwo9bOGDh2KTz75xCxxE9mrM7cu4sLda/pjR7UDBraJ\nkDAikpS4HFy/u1J5PSwBAEYSlutitmHWQ6/C0cEubxWIiIiMenPIU4g8ukNfCn729iWsjYnCyHb9\nJI6MrCHT5NAd4XmKKAlnD0uSmN39FDJs2DCsX7/e6GsdO3Y0y2dMmTIFX3/9tcnX161bh/fffx8z\nZ87EjBkzTJ534cIFnDp1qtTPa9OmTUXCJKJixNPBI5p1gJ+Hj0TRkOSMlYMDhjssFXAzCsBowvJB\naiKiLxxFtybtJAiIiIjINjWpUQ+j2vXD34e26Ne+2PAThob24kM+O2BySjjsb+gOp4STpdnd36iJ\niYkICgpCu3bt0L59e7Rp0wZDhw4162ckJycDANzc3DB69Gj0798fDRo0gEqlwqFDh/Dll1/i2rVr\neO+995CdnY05c+aUeL3hw4eXeI6vr68ZoyeyPwUFBQbTwVkObueMDdwBDB+fK2WHpYOD0eU1h7cy\nYUlERCTyxuAnseZIlL6H36V71/HXwc14uPMQiSMjSzM5JVwtKglXQsKSQ3dIYnaXsFy/fj38/Pz0\nx9nZ2SWcXTGurq6YOnUq3nzzTQQEBAhe69ChA8aPH4+uXbvi9OnTmDt3LiZMmIBGjRqZvJ6vry9a\ntGhh9jiJSOfEjXO48uCm/tjZ0Ynl4PYuL0t47Gxih6UC+hMBMLrDEgAij+7EJ4+8BWdHJysHRERE\nZLvqVauDcZ0GYfm+osq9LyN/xqj2/flvpsKVdYelEkrCS5Ov4Q5LsixlTg8oQfFkpaUsWLAAn3zy\niUGysngMn376KQBAo9Fg9erVFo+JiEwT767s2awjvN08JYqGbIKxHpYAFNvDUmV8h2VyZip2nTlk\n5WCIiIhs32uDJsOpWAn4jYQ7WLHfeOsxUg5xD0t3/ZRw4XmKGLpTyreQx4QlWZjdJSytwdnZudRz\nivfLvHTpkiXDIaISFBQUGPSvZDk4IVfUw1JfEi7uYamQhKWJHZYAsJbTwomIiAzUDqiO8V1HCNbm\nb/wV2Xk5xt9AipCRLbxH9HDR3SMqsodlKUnXPA7dIQtjwlIiKSkp+l+XJcFJRJZx9Opp3Ei4oz92\ndXJB/9bdJIyIbIJ46E5hSbjafobuFNp0bLdB+RMREREBrw6cCFcnF/3xneQHWLp3rYQRkaWlixKW\nnq66e0SVAu8RS0u65uXnWSkSsldMWEpkw4YN+l+XNuX76NGjGDt2LNq3b48OHTpg2LBh+Pjjj3H1\n6lXLBklkB8Tl4L1bdIKnq4dE0ZDNMFkSLqKYHZbGS8IBICMnE9tPRVsxGCIiInkI8q2Cid1HCtYW\nbPrNoGyYlCM9R3iPqE9Yis5TQg/LUhOWLAknC2PCUgIpKSmYO3cuAMDb2xujRo0q8fzjx4/jzz//\nxOHDh3Ho0CGsX78e06dPR4MGDfD6668jNze3QnEkJSWZ/CqcdE6kZFqtFutFCcuhLAcnoOwl4Qro\nTwSgxB2WALDmcFSJrxMREdmrl/o/rh+8AgD3UxPw266/JYyILKWgoAAZOcLBjB4ubgAAlaiJpSJ6\nWJbyOofukKXZ3ZRwqRUUFODJJ5/E3bt3AQAffPAB/P39jZ7r5uaGMWPGoEePHggJCUFQUBCSkpKw\nZ88efP/997h37x7mzZuH27dvY+XKleWOxdTnEtmLmCsncSvpnv7YzckFfVt2lTAishl5oh2W+inh\nCh26U0rCMurEXmRkZ8LD1cROUyIiIjtVxTsAk3s8hG//XapfW7j5f3is63AOcVSYzJwswa5DNycX\nOP43eEkteqitiB6WpXwPuRqWhJNlcYellX344Yf4+2/dE7cBAwZgypQpJs/dvXs3Vq1ahRdeeAGD\nBg1CaGgoevfujQ8++ACnTp1Chw4dAAB//PEH/vzzT2uET6Qo4nLwPi276p+Skp0T77B0MjV0xzrh\nWJzBzlGgtn81/a+z8nKw9cQ+a0ZEREQkGy/0Gw8Pl6KHeokZKVi0dZmEEZEliHdXuhd7kCveYamE\nkvDSbnS5w5IsjQlLK/rhhx/wwQcfAADatm2LP/74w+AvtuLc3EwnTgICArBq1Sq4uOiaPC9atKjc\n8SQmJpr8unz5crmvRyQnunLw7YK14eEsB6f/GJSEF96QKnSHZYHhlMcRbbsLjtdwWjgREZFRAZ6+\neL7vo4K176NW4H5KgkQRkSWkZ4v6VxZLUot/qreLHZb5TFiSZTFhaSXLly/HCy+8AABo0qQJtmzZ\nAm9v70pds06dOujeXfcD5f79+8v9fj8/P5Nfvr6+lYqNyNYdvBSHuykP9MfuLm7o3aKzhBGRTTFZ\nEq7QHpZawxvOoW0iBMfbT0UjNSvdWhERERHJynN9HkGgl5/+OCs3G19G/ixhRGRu6TnGJ4QDRkrC\nFXCPWFrCkjssydKYsLSCNWvWYOLEidBqtahXrx6ioqJQpUoVs1w7JCQEAJCTk4O0tDSzXJPIHqw7\nIiwH79+qm6BhOtk5kyXhCt1haSRh2bJGXYRUqaU/zs3Pw+a43daMioiISDY8XT3w+uAnBWtL967F\npXvXJYqIzC0923TC0mDojhJ2WJbyOqeEk6UxYWlhW7Zswbhx45Cfn4/atWtj27ZtqFmzptmun5KS\nAgBQq9Vwd+cwBKKy0Gg12HBUVA4e1keiaMgm5ZZxh6UCbkYBAFrDknBVgRbDw4RtEtYcZlk4ERGR\nKeO7Dhc87NNoNZi79gcJIyJzEicsi/ctNdbqTe5Jy9Liz+PQHbIwJiwtaNeuXRg5ciRyc3NRvXp1\nbN++Xb8j0hxyc3Oxa9cuAECjRo3g4OBgtmsTKVn0hWN4kJqoP/Zy9UCP5h0kjIhsTp64h+V/OyyV\n2sPSyA5LaPMwPFyYyN995hAS01OsFBQREZG8ODs6YerwZwVr62O34ejV0xJFROaUUUJJOKDMXZYl\n4Q5LsjQmLC3k4MGDGDJkCLKyslC1alVs27YNDRo0MOtnzJo1C/fu3QMAjBkzxqzXJlKydUeiBMf9\nW3eHq5OLRNGQTTIoCbe/HpbQ5KNpzQZoGBSiX8rXarDp2E6rhUVERCQ3w0J7o1WdJoK1Oau/VXzy\nyh6UVBIOACqIJ4XL+8F2aX042cOSLI0JywoYNmwYWrRogc6djQ/oOH78OAYOHIj09HQEBAQgKioK\nTZs2LddnfPzxx/jkk09w8uRJ5Iumb50/fx5PPPEEPv74YwBAcHAw3nzzzYp9M0R2Jl+Tjw1HdwjW\nxLvIiEyXhNvTDst8qFQqgz8fnBZORERkmlqtxoyRLwjW9p2Lwc7TByWKiMzFYIeli4fg2GCHpcUj\nsixOCSepOUodgLX9888/mDlzpv64+B/Cf/75BwcOHNAfu7u749ChQwbXOH/+PM6dOwcfHx+jn/H6\n668jKSkJgO4vrUceeaTEmDp16oTFixcL1o4fP44//vgD06ZNg0qlQkBAAAICApCYmIgHD4omGzdp\n0gTr1q2r9MRxInux71wMEtOT9cc+7l6IaNpeuoDINpkqCVdqD0tjT8j/S2IOD++DLzb8pF/edy4W\nD1ITUMU7wFrRERERyUr3pu0R0bQ9dp0p+llyzupvEdG0PdRq7hmSK4Melq5ugmNxF0u576rllHCS\nmt0lLBMTE3Hq1CmjryUlJekTjQDg4eFh9LzSFN8RGR8fj/j4+BLPDwoKMlibMWMGmjRpgs2bN+PY\nsWOC6zg5OaFt27YYP348nnrqKbi5uRm8n4iMWxsjLAcf2CYCzo5OEkVDNsugJLzw71ml7rA0HLpT\nmLBsGBSC5rUa4tTNC7rlAi02xO7ApB4PWTNCIiIiWZk+8gVBwvLUzQtYffhfjO4wQMKoqDJKGroD\n6HbXFr+nkn9JeMlyOXSHLMzuEpajR49Gx44dy3SuqSE269evR05OjsnXf/31V2RkZBh9zRhPT0+D\ntRYtWqBFixb44IMPAOgSrfHx8XBzc0O1atXg7Oxc5usTkU5ufh42Ht0lWON0cDIqJ0147PLfLnaD\nCZDyfnKuZ6IkvNDw8D76hCUArD0SxYQlERFRCVrVaYKR7fph9eF/9Wtz1/2AIaG94OLEn+XkqNSh\nO1DW0B3usCSp2V3C0s/PD35+fpW6RsOGDUt8vW7dupW6vjH+/v7w9/c3+3WJ7Mmes4eRnJmqP/b3\n8EHXJuESRkQ2yyBh6aX7X3HCUivvJ+d6RofuFD01Hx7WBx+vWaQ/PngpDneS7qO6X1VrREdERCRL\nU4c9iw2x2/XTlG8k3MHve1bjqV7jJI6MKqLUoTtK62Ep+g7UKrVg1yinhJOlsYEGEdmNtaLp4IPa\n9oCTg909t6HS5OcAmtyiYwcnwPG/KfIGU8IVopQdlsFVaqJNcDP9cUFBAdbHbrdGZERERLIVXKUm\nJnQfKVj7auOvSMsqezUe2Y70bOH/b6UO3ZH5Dktxr3ZxG608Dt0hC1PoT15EREI5ebnYHLdbsMbp\n4GSUsd2V+htQe+phKVwbHt5bcMxp4URERKWbMnCSoNdhYnoyvtu6TMKIqKLKvcNS5veJ4nyrQcKS\nOyzJwpiwJCK7sOvMQaRmpeuPA7z80KlhWwkjIpuVnSo8LuxfCSh3SngpJeEAMEzU7zX2yilcj79t\nyaiIiIhkr4q3P57v+6hg7fuo5bifkiBRRFRRGTlZgmOPUntYWjwkixKXhDuJEpbsYUmWxoQlEdkF\ncTn4kLY94chycDLGVP9KwLCHpcyfnOsVmJ4SXqimfzW0r99KsLYuZpsloyIiIlKE5/o8gkCvojkK\nWbnZ+GrjLxJGRBWRVmzzA2C4w1Jt0MNS3hlLcUm7s+hnpzxOCScLY8KSiBQvKzcbm+P2CNZYDk4m\nlZiwFO+wVEjCspQeloWGif7crGVZOBERUak8XT3w+uAnBWtL96zBxbvXJIqIKiJFlLD0dfcSHItL\nwrUyH84oTrg6Owqn27MknCyNCUsiUrwdpw4gI6eo50xV7wB0aNBawojIpolLwl1LSFjK/Mk5AF29\nktEeloY3oUNDewluxk/cOI/L965bMjoiIiJFGN91OEKq1NIf52s1mPX3AgkjovIoKChAaqbwoba3\nW8kJS6XtsBQPK2XCkiyNCUsiUry1McJy8KFhveCgdpAoGrJ5OeIelgovCTeWrASMJiyr+QSic6NQ\nwZr4zxcREREZcnZ0wrQRzwvWtp7Yh12nD0oUEZVHZm428ovdM7k5ucDFSbjj0KAkXN75SgPioTu5\n+SwJJ8tiwpKIFC0zNxv/Ht8rWBsexnJwKoG4JNzVp+jXihy6Y+J7MNGXSPznZ80RJiyJiIjKYmho\nL4N+0O//tYDDS2TAYHelqBwcMBy6o5X5g23xba44QZubl2vFaMgeMWFJRIoWdWIfsnKz9cfVfasg\nvF5LCSMim5ddQg9LKHCHpanvwVhfSwCDQ3sKdiifu30ZZ29ftkRkREREiqJSqfDh2NcEa2dvX8Ky\nfeskiojKSty/0tvN0/Akgx2W8n6wLS5pd3VyERzn5DNhSZbFhCURKZp4OviwsN5Qq/lXH5WgPEN3\nZN6bCIDpXaImSsUDPH3RvUk7wZr4zxkREREZ1ya4KcZ0HCRY+3Tdj0gR7eAj25KSKWwZ5GNkh6W4\nJFzu94nihKurszBhmc0dlmRh/KmdiBQrIzsT207uF6xxOjiVqsQelqJzlbDDspwl4YDxaeFy30VA\nZCnW/rMh96m0RPZg2vDn4Obsqj9OTE/G15uWSBcQlSols/QdlgZTwmV+byTeYekm3mHJhCVZGBOW\nRKRY/57Yi+y8HP1xLf8gtA1pLmFEJAvl2WEp7/tQnXKWhAPAwNbdBZMiL9+/gZM3zps7MiLZunfv\nHt588000bNgQLi4ucHV1RdOmTTF9+nQkJSWZ9bPi4+Mxe/ZstGvXDr6+vnB0dETNmjXRp08ffP/9\n90hISDDr5xFR5VX3q4qX+j8uWPtpxypce3BLooioNKlZwvtDYzssxT0sZf8wVxS+QUk4E5ZkYUxY\nEpFiGSsHFz/5JDJgMHTHu9iBEntYmioJN52w9PXwRs/mHQVrnBZOpLN//360aNECX375JS5evIj8\n/Hzk5OTg7Nmz+Pjjj9GyZUucOHHCLJ/1zz//oHHjxpg5cyaOHDmClJQUqNVq3L59G9u2bcPzzz+P\n999/3yyfRUTm9Xzfx1Ddt4r+ODc/Dx/8tUDCiKgkFdlhKfeEpUEPS1FJeC57WJKFMWFJRIqUlpWB\n7aeiBWviMlYio7JLKglXYA9LU99DCQlLwHBa+NojUbK/MSeqrFu3bmHYsGGIj49HtWrVsHr1amRm\nZiIjIwO///47fHx8cOvWLQwePBjJycmV+qxVq1Zh7NixSExMRPPmzfHHH38gISEB+fn5SEtLw65d\nu/Diiy8iMDDQPN8cEZmVu7Mrpo14QbC2KW4Xdp85JFFEVJKy7LAU97CU+12RQQ9L0Q7LbCYsycKY\nsCQiRdoctxu5+UU9+IIDa6J1nSYSRkSyUWJJuBJ3WJa/JBwA+rfuJrhxvZFwB0evnjJnZESyM3Pm\nTCQkJMDR0RGbN2/GiBEj4OrqCnd3d4wfPx6rV6+GSqXCjRs3MHfu3Ap/zo0bN/DUU09Bo9GgR48e\nOHz4MMaOHQt/f38AgKenJ7p3745vvvkGH3zwgZm+OyIyt9Ht+yO0rrBd0YxV85CnKfnfYLK+ivWw\nlPd9YmkJS5aEk6UxYUlEiiQuTx0e3ofl4FQ2BkN3ipWEG/SwlPuzc5j+Hkr5YcnT1QO9W3QWrHFa\nONmzlJQULF26FAAwbtw4tGnTxuCcnj17ok8f3e7kH3/8EXl5podblWTGjBlIS0uDh4cHli5dCjc3\ntwrHTUTSUavV+GjcG4K183eu4Lddf0sUEZlijz0sxSXhTg6OUBe7F9ZoNchncp0siAlLIlKc5IxU\n7Dp9ULA2LKy3RNGQ7IhLwl2L35AqcIelyZLw0hMpw0VtFtbFbOOEYrJbmzZtQm6ubrfJmDFjTJ5X\n+FpSUhJ2795d7s9JSkrCqlWrAAAPP/wwatasWYFoichWtA1phoc7DxGsfb7hJySkJ0sTEBkl3mFp\nNGGptB6WovBVKhVcnJwFa9xlSZbEhCURKc6muN2CUpr61eqgea2GEkZEslFQAGQlC9dcfYp+rcQe\nlhUsCQeAPi27wN2laGfXneQHOHTpuLkiI5KVmJgY/a87duxo8rxOnToZfU9Z7dixA9nZ2QCAYcOG\nCV7jAwMieZo+4nl4uXroj1My0/D5+sUSRkRiBjss7XDojkqlgqsoYck+lmRJTFgSkeKsM5gOznJw\nKqPcDGGizslN91VIkT0sTaxrNaW+1d3ZFf1bdROssSyc7NXZs2cBAO7u7qhWrZrJ8+rWrWvwnvI4\nfPiw/tft2rXDoUOHMHbsWAQGBsLBwQHe3t7o0aMHFi9eXOGScyKyrireAXht0GTB2v92r8bJG+cl\niojEDHpYlmWHpRIebAuo4OLIPpZkPUxYEpGiJKanYPfZw4I1loNTmWUlCY/d/ITHSuxhaepmWlO2\nRId4Wvj62G3sZ0R2KSEhAQBQpUqVEs/z8PCAu7u74D3lcf36dQCAs7Mz/vnnH3Tu3Bl//vknEhIS\noFar9RPCn3nmGURERCA+Pr7cn5GUlGTyq7LTzYnIuCd7jkFIlVr6Y22BFu+u+Jw7p21ESqZwh6Wx\noTtq0X2i7HdYGonfsCQ8x1rhkB1yNOfFLl26hKysLHNeUqBBgwZwdXW12PWJSP42Ht0BTbGdYY2q\n10XTmvUljIhkpbSEpRJ7WFaiJBwAejbvCC9XD6RlZwAA4tOSEH3hKLo1aWeuCIkA6BJ1qamppZ9Y\nQcHBwfDyMtwxU1bp6brdN2UZgOPm5obMzEykpaWVeq5YSkoKAECj0eDll1+Gj48PvvzyS4wePRre\n3t44d+4cPvzwQ6xYsQLR0dF4+OGHERVVvp3PhdPGich6XJycMXvsa3j826IhPIcvn8CqAxsNelyS\n9SWkC+8R/T19DM4R13NpFZawNNbDMps7LMmCzJqwHDduXIV68ZTV4cOHER4ebrHrE5H8rYvZJjgW\nDwUhKlGmOGHpKzxWZA/Lig/dAXQ/YA1sE4FVBzbq19YeiWLCkszuhRdeQGRkpMWuv379egwZUvmk\nQFl21BSeU5F2JYW7rTQaDdRqNSIjI9G5c2f9602aNMHy5ctRUFCAlStXYtu2bdi0aRMGDhxY7s8i\nIuvq27IL+rXqin+P79WvzV79LQa07g5fD28JI7NvOXm5SM/O1B87qB3g42YHQ3dExyrAoIdlDntY\nkgWxJJyIFONBaiL2nhM+NGE5OJVLqSXh4h2W8r4R1TFVEl56D8tC4gcDkUd3CAZfEdkDT09deWDh\nQJySFFYkFb6nIp8DAAMGDBAkK4ubNWuW/td///13uT4jMTHR5Nfly5fLHTMRld3ssa/D1amoT2BC\nWhI+XrNIwogoUTSx3c/DG2q1YSrFoCRc5g+2je6wdBQmLHO5w5IsyKw7LAt9++23aNSokdmu9+KL\nL+L8eTYcJqKSRR7dAW2x8tZmNRugYVCIdAGR/IgnhJeWsAR0SUs5D3WqZEk4AHRv2h5+Ht5IytCV\n6yZlpGL3mUPo3cJ4IoWoMubMmYMOHTqY7XozZszAwYMHK32dwt6V9+/fL/G89PR0fcKytH6XxlSt\nWlX/627dupk8r1GjRqhatSru37+PkydPlusz/PzE7TCIyFqCA2vg5QETBFPC/7dnNcZ2GoTwei0l\njMx+JWakCI4DvIz/HSm+HdRq5Z2wFD/U1pWEi4bucIclWZBFEpbt27c3a+l2ZfoJEZH9EJeDc3cl\nlZt4h6W7kRtSlUq4s7JAC6gcLBuXJVWyJBwAnBwcMbhtTyzdu1a/tvZIFBOWZBGtW7dGnz7ma/cx\nf/58s1ynSZMmWLduHbKysnD79m3UqFHD6HmXLl0SvKe8mjVrpv91aYlFPz8/3L9/36K9P4nI/F7q\n9zj+ObQFl+5d16+9vexT/DttCRwdLPIjPJUgIU3Uv9LDsH+ljrKmhBvssAR7WJJ1sSSciBThXko8\noi8cFayxfyWVW6lDd2BkUrjMB++YTFiWr6Rb/Odt07FdyObkSLIj7du31/86Ojra5Hn79+/X/7pd\nu/L3ei3+OaVNGS98nTsmieTFxckZcx95S7B2+tZF/LRjlUQR2bfE9LLusFRYD0uDknDAxdFJsMYp\n4WRJZk1Yvv3221i4cCGCg4PNeVmLXZeIlGN97HbBP6qt6jRG3aq1JYyIZMlg6E5ZEpbyvhk1XRJe\n9h6WANCpYVsEFruBT8vOwM5TlS+zJSr0/PPPY+HChWjRooVNXrd///5wdXUFAKxcudLkeX/88QcA\nIDAwEF27di3354SHh6NOnToAgB07dpg87+TJk4iPjwcAhIaGlvtziEha3Zq0w+j2/QVrn61fjFuJ\n9ySKyH7Fl2FCOGDYw1LuwxkNh+4YKQnnDkuyILMmLMeOHYuXXnqpQv14pLguESnHelE5+FCWg1NF\nlKUkHOLBOzLfYWly6E7ZS8IBwNHBEUNCewnW1sZEVTQoIgODBw/GSy+9hJCQEJu8rqenJyZPngwA\n+Oeff4zustywYQN27doFQNej3cHBsJ1EXl4esrOzSxzeM2XKFADAtm3bEBVl+OesoKAA06ZN0x+P\nHz++XN8LEdmGDx56Bd5uRYO2MnOy8N6qrySMyD4lpCULjgM8y9jDUuYPtY0O3eGUcLIiloQTkezd\nTrqPgxfjBGvDwlgOThUgHrrj6mt4jsKenpurJBwARoT3FRxvOb4HmbmlT0wmUor3338f1atXh1ar\nxaBBg7BkyRLcv38fd+7cwTfffINx48YBABo0aIA333zT6DUGDhwINzc3uLm5IT093eg5L774IkJD\nQ1FQUIARI0Zg3rx5uH79OlJTU3Hw4EEMHToU69evBwBMnjzZrEOKiMh6qngHYPrIFwRrG4/twr/H\n90gUkX0STwkPMLHDUiXuYSn3hKWxoTuO7GFJ1sOEJRHJnnh3ZduQZggOND7sgKhEZR26U5zcd1ia\nYUp4ofb1W6G6b1E1RGZOFqJO7KtoZESyU7VqVWzcuBG1atVCcnIyJk2ahGrVqqFGjRp4+eWXkZmZ\niQYNGmDTpk3w9PQs/YImODs7Y+PGjQgLC0NGRgZef/11BAcHw8fHBx07dkRkZCQA3c7K7777zlzf\nHhFJ4PGuIxBat7lgbdrKL5GRkyVRRPYnQZywNNHDUq0Wpldkn7A0MnTHVbzDkj0syYLMnrB89913\nMW/ePMTGxkKrlfkPcUQkC5wOTmZToaE78r4ZNV0SXv6EpVqtxtBQ4Z+/tUdYFk7m88knn+DTTz/F\ngQMHkJ9f/t+j1tCmTRucOHECs2fPRlhYGAIDA1GlShV06NABn332GY4dO4YGDRqYfL+zszNcXFzg\n4uJiMMChuGrVquHAgQNYvHgxevfujZo1a8LLywt169bFI488gqioKPz+++9wcXExeQ0isn1qtRqf\nPfqOoD/izcS7mLfxFwmjsi/iHZampoSL/8aWe0m4ARXYw5KsytHcF9y6dStiYmIAAD4+PujatSt6\n9OiBiIgIhIaGGu3VQ0RUUTcS7iDmyknBGsvBqcIyE4XHbr5GTlLaDkvzlYQDwIh2ffDj9qKBI9tO\n7kd6dgY8XT0qdD2i4vbt26ffPejh4YEuXbogIiICERERaNeuHZydnUu5gnX4+vpixowZmDFjRrnf\nu3HjxjKf6+joiKeeegpPPfVUuT+HiOSjRe1GeLrXWPywrejf1++3Lsfo9gPQtGZ9CSOzD2XdYWkw\nJVzmbYOM7RBlD0uyJrPvsCyekExJSUFkZCTeeusttG/fHn5+fhg4cCDmzp2LAwcOIC+vfA39iYjE\nxLsr29VriZr+1SSKhmQtNwPIyyw6dnAGXLwNz7ObHpYV+ze6bUhz1A6orj/OzsvBljj22iLzKH6f\nmZGRgX///RfTp09H165d4evri969e2P27NnYvXs3cnJYpkZEyvHW0KcFbVfytRpMXfEZqxqtICFN\nPCXc1+h5KpXCSsJFxyqwhyVZl9kTljt37sT27dvx/vvvo2fPnnBzc9O/lpaWhs2bN+Pdd99Fp06d\n4Ofnh379+uGjjz7C3r17kZvL3+xEVD6G5eDcXUkVlH5feOxZ1bBfJaC8HpamEq4V3GGpUqkM2jJw\nWjiZy59//om9e/fio48+Qv/+/QV9ILOysrB9+3bMnDkTERER8PX1RY8ePfD+++9jx44dyMpivzci\nki9PVw/MGfe6YO3gxTgs27dOoojsQ74m32CHZaCpHZYGQ3fkfY9obEq4uIdlLndYkgWZvSTczc0N\nPXv2RM+ePQEAubm5OHz4MHbt2oXdu3dj//79SEtLA6B7Mr5161Zs3bpV/95OnTrpS3s6dOgAV1dX\nc4dIRApx7cEtxF07oz9WqVQYEtpTwohI1sQJS48qxs8zSFjK++m56R2WmgpfckR4X3z771L98Y5T\nB5CckQpfDyM7VonKwdnZGV26dEGXLl0wbdo0aDQaxMbG6u8z9+7di6Qk3U6Y7Oxs7Nq1C7t27cKH\nH34IZ2dntG/fXn+f2blzZ3h4sFUBEcnHoDY90KdlF8FAuw//Xog+LTqjul9VCSNTrvi0JEHizt/T\nF86OTkbPVdwtonhKOFTsYUlWZfEp4YU3ltOmTcPmzZuRlJSEQ4cO4YsvvsDQoUPh51f0dKLwyfj7\n77+PHj16wNfXFydPnizh6kRkz8S7tjrUb82bNaq49AfCY08TCUuDHpZyvxs18fRfU/G2LS1qN0K9\nqrX1x3mafGyK213h6xGZ4uDggHbt2uHNN9/EunXrEB8fj2PHjuHrr7/G6NGjUbVq0b8Jubm5+t2Z\n/fr1g5+fH3bs2CFh9ERE5aNSqfDxuDfg7lKsijE7A++s+Ez25ce26n5qguC4qneAyXPV4pJwhbUN\nUqkMe1iyJJwsyeIJS7HCG8s33ngD69atQ0JCAo4dO4YFCxYY3Fjm5OQgOzvb2iESkUyIpw8PC2c5\nOFVChjhhaSL5rbQelmYuCQd0P1ANF/15XMdp4WQFarUarVu3xiuvvIK//voL9+7dw+nTp/H999/j\nkUceQc2aNfXn5uXlISMjQ8JoiYjKr05gDUwb/pxg7d/je9l+xULupQgTltV8TCcsxUN35N5fVJwD\nV6kMe1hyhyVZktUTlmIqlQrBwcGoW7cu6tWrh+DgYKlDIiIZuHj3Gk7dvKA/VqvUGMpycKoMYz0s\njVFaD0szTwkvNDy8r+B499nDiBc1rSeyhtq1a+vvM+vWrQu1WvLbXyKiSpnU4yGE12spWJv+x1cG\nvRap8h6IdlhWKWGHpbjzudx3WBotCRcnLPM54I4sx+w9LMsiPj4ee/bswe7du7Fr1y7ExcUZPH3w\n8/NDly5dEBQUJEWIRGTjxE+ROzcKLfEGgqhUBglLUz0sRckOuZdgmSwJr1zCskmNemhcox7O3b6s\nu5xWg41Hd2JC95GVui5RaVJSUrB37159X8uYmBjk5wt/P3t5eaFTp06oW7euRFESEVWcg9oBX46f\nhr4fT0Buvq6FS0JaEmaumodvJ8+SODpluZcSLzguzw5L2d8iGhm6Iy4J5w5LsiSrJCzv3r2rT07u\n3r0bp06dMvjNX7NmTXTr1k3/1aJFC4M/8EREhcTl4OLyU6JyE/ew9DDVD1VhOywtUBJeaHhYH3x2\n+0f98dqYKCYsyewSEhKwZ88e/X3msWPHDB6EV61aFV27dtXfZ7Zp0wYODg4SRUxEVHmNa9TFa4Mm\n4dN1Rf/O/n1oC4aG9saANt0ljExZ7qckCo7L08NSK/N7RONDd5iwJOuxSMLyxo0b+gTlrl27cP78\neYNzGjVqhO7du+tvHPmEm4jK6sytSzh/54r+2EHtgEFte0gWDylERXdYyrzcx1Il4YDuQcJn64t+\nkNp/Phb3UuJRzSew0tcm+3Xv3j3BfaaxB+F169YVPAhv3LixRNESEVnOS/0nYH3Mdpy+dVG/9tby\nuWjfoDX8PX0kjEw57qeKd1iWcA9jsMNS3veIhjssAVcO3SErMnvCctCgQdi0aZNgzcHBAa1btxbc\nOBYfrkNEVB7rROXg3Zu0Q4CnrzTBkHJkVLCHpcwbqpvcIaqt+JTwQvWr1UHL2o1w4obuwWVBQQHW\nx27HUz3HVvraZJ8mT56MX3/9VbCmUqnQsmVLwX1m8eE6RERK5eTgiPkTZ2DQ3CeRr9UAAB6kJuLd\nlZ/jh6fmSBydMtxPEfew9Dd5rmEPS3kzyLeqVHBxchEssYclWZLZE5b37+t+4FOpVBg+fDieffZZ\ndOnSBV5eXub+KCKyQwUFBZwOTpYhLgm3+ynhGrNcfVh4H33CEtBNC2fCkiqq8D4TAPr06YMXX3wR\nERER8PPzkzAqIiLptKrTBK8OfAJfRv6sX1t7JAqD2/bEsLDeEkamDPdSxVPCTe+wNBjqJvcdlmUZ\nusMdlmRBFhuTWFBQgDVr1uDxxx/HhAkTMG/ePMTExECjMc8PQERkn07eOI/L92/oj50cHDGwNfv0\nUCXlZQHZKUXHagfAzdQTdIX1sLRgSTig62NZ3KFLx3Er8Z5Zrk32LSoqCk888QTGjx+PTz/9FNHR\n0cjLq/zOYCIiuZkyaBJa1G4kWJu64nPEpyVJFJEyaLVa3EsWloRXLWnojugeUe49LMWMDt3J57+7\nZDlmT1guWLAAM2fOREREBFxdXREfH481a9bg9ddfR3h4OPz9/TFw4EB88skn2LdvH3JzmZEnorIT\nTwfv0awDfD28JYqGFCP1tvDYMwgQPyUvZDdTws1zA1onsAZC6zYXrInbOhCV1ezZszF79mz07dsX\nHh4eSElJwcaNGzF16lR07twZvr6+6N27N2bNmoUdO3YgKytL6pCJiCzOycERC5+YCSeHogLKxPRk\nvL1sruz7KEopPi0JOflF+QovVw94u3maPF/cNUju/+2NxS/uYZmTx5Jwshyzl4R37twZnTt3BgDk\n5OTg4MGD+sbo0dHRSE1NxebNm7F582YAgJubGzp06IDu3buje/fu6NSpE9zd3c0dFhEpgLFycE4H\nJ7NIvSM89qlh+lyDu1G5Pz237A5LQLfLMvbKKf3x2iPb8Hzfx8x2fbIfbdu2Rdu2bQEA+fn5OHLk\niP4+c+/evUhNTcX27duxfft2AICzszPCw8P195ldunSBtzcfchGR8jSt2QCvD54smBq+8dgurIyO\nxCOdh0gYmXzdTBTeH9YKCCrxfPGUcHmnK42VhMOwhyVLwsmCLDIlvJCLi4v+BnHGjBn6G8vCqY77\n9u1Damoqdu7ciZ07dwIAnJycEBYWpn9fnz594OLiUvIHEZFdOHr1NG4kFN04uDg6o38rloOTGYh3\nWHrbUcLS1NP/Aq1uoJCpnablMCysNz74e4H+Sf2xa6dx9cFNhFSpVelrk/1ydHREx44d0bFjR7z9\n9tvQarU4duyY/j5zz549SExMxP79+7F//37MnTtXPwiy8D6zb9++8PQ0vVuGiEhOXuo/AZvj9iDu\n2hn92ow/vkLnhm0RXIXDyMrrpqiFTS3/khOWKpXCSsJFt4gqlZEelvlMWJLlWKyHpTGFN5bvvPMO\nNm7ciMTERBw5cgRffvklhg0bBn9/f+Tl5eHAgQP47LPPMGTIEJw4ccKaIRKRDROXg/du0Qlebh4S\nRUOKUq6EpcKG7pRUrmSmXZbV/aqiQ/3WgrV1MdvMcm2iQmq1GqGhoXjttdewZs0axMfH4/jx41i4\ncCEeeughVKtWDRqNBrGxsZg/fz5GjRqlf2BORKQETg6O+HbSB3ArtgsuIycTL/76AfI15qucsBc3\nE+4Kjmv5Vy/xfHEPS9mXhIt3WKpUcHZ0Eqzl5udBq5V5YpZslkV3WJbGwcEBYWFhCAsLwzPPPIO9\ne/fim2++QWRkpEU/t6CgAOfPn8ehQ4dw6NAh3Lmj27HVp08fPPfcc2b/vP379yMyMhI3b96Ei4sL\nGjZsiDFjxiAkJMSq1yCSM61Wi/WiBMfw8L4SRUOKU6kdlvK+GS09Yels+vVyGBbeBwcuHtMfrz0S\nhVcGTDTLtYmMUalUaNmyJVq2bIknn3wSBw4cwA8//IA///yTP1wRkWI1CArG+w+9gqkrPtevHbl8\nAvM2/oq3hj4tYWTyU96ScPEOS/nfIhpOCVepVHB1ckF2sd6VOfm5cHN2tXZ4ZAckS1gmJSVh7969\n+r5DR48eRX6+5Z/6vPzyy1i6dCmSk5MNXvP19TXrZ929excTJkzA1q1bDV5799138fbbb2POnDlQ\nl1BuZ45rECnBkcsncDvpvv7YzdkVfVp2kTAiUpSUSuywlPvdaEk7RLXmm/w4NLQnZvzxlb486tTN\nC7hw9yoaBoWY7TOICqWlpWH//v3YtWsXdu/ejcOHD3PQIxHZjYndRyHq5H5EndinX5u38VdENG2P\n9g1al/BOKu5moniHpX2VhBskLP/7/pwdnYQJyzwmLMkyrJawfPDggT45uXv3bpw4ccLk0+1atWoh\nIiICERERaNKkiVnjOHr0KFJSUtCwYUO0b98ebdu2xZtvvmnWzwCA9PR0DBgwAHFxcVCr1ZgwYQIi\nIiKQkZGB5cuXY//+/fjkk0+QmZmJ+fPnW+waREohLgfv16orPFzcJIqGFKc8OyyhtB6WJcRvxvKx\nKt4B6NI4FHvOHtGvrT0ShTeHPGW2zyD7VfggvPA+MzY2FhqNxui51apVQ/fu3dGjRw906tTJypES\nEVmeSqXCvMeno9ec8XiQmghAlzx74Zf3sf29pSVOuqYihiXh5UtYyr1tkLGhOwDg4uQMZBWts48l\nWYrFEpa3bt0SJCjPnDlj8tzg4GBERESgR48eiIiIQL169SwVFr755huEhITod1NmZ2dbJGE5Z84c\nxMXFAQCWLVuGhx9+WP/a888/j4kTJ2Lp0qX4+uuvMWbMGHTpYrhTzBzXIFICjVaD9THbBWvDwzgd\nnMxInLAscUq4PfWwNN8OS0D351aYsNyKNwY/aeQGn6hk9+/fx549e/T3mcePHzfZK6xGjRr6B+GW\neBhORGSLqnj74+uJ7+HRha/p124m3sXU5Z/huyc/lDAy+TDYYVnqlHCF9bA0MnQHgMHgnWxOCicL\nMXvC8r333sOKFStw6dIlk+fUq1dPn5yMiIhAcHCwucMwqU2bNhb/jLS0NCxYsAAAMGzYMEGiEdA1\nhf/uu++wfv16pKSkYM6cOdi0aZPZr0GkFAcuHMP91AT9saerO3q14K4YMhOtBkgXToGEVwlN1ZU2\nJbykhKvGvAnLQW17YuqKz5Gv1e18u3D3Gs7cuohmtRqa9XNIuebNm4fFixeX+CC8du3aggRlw4b8\n/UVE9qlX8054utc4LN7+h37tn8P/oleLTniow0AJI7N9SRkpSM1K1x+7Ormgipd/ie8RD93Ryj1h\naWToDqD7b1FcTrHycCJzMnvCctOmTQbJykaNGgluHGvVqmXuj7UpGzZsQFaWbo/0U08ZL3Xz8vLC\n2LFjsXjxYmzbtg1JSUnw8/Mz6zWIlEJcDj6gdXeDfyiJKizlpi5pWcgjEHAqoQ+P0npYllgSbt4n\n5v6ePujetD22n4rWr609EsWEJZXZtm3bDJKVISEhgvtMS1bqEBHJzfSRL2DfuRicvnVRvzZ1xedo\nV68VgqvUlDAy23bl/k3BcXCVmqXOjTAcuiPve0TD+P/bYekk3GGZwx2WZCFmn9SiUqnQtGlTPPfc\nc1ixYgVu376Nc+fO4ccff8Rjjz2m+GQlAOzevRuA7r9F9+7dTZ7Xo0cPAEBeXh72799v9msQKUG+\nJh+RR3cK1oaxHJzMKfGK8Ni/bilvUNgOy5Jups28wxIAhocL//yujdkm+xt6sh6VSoX69etj8uTJ\n+O2333Dt2jVcuXIFS5YswaRJk5isJCIScXVywXdPfih42J+enYnnf5mJ3Hzz/zuvFFcfCBOWdauU\nnscQ77AU71CUG1NDd8QJS/4+Iksxe8Jyx44dOH36NBYtWoSHH34Y1auXUFanUKdOnQKg65nk4+Nj\n8rziPZROnz5t9msQKcG+czFISEvSH/u4e6FHsw4SRkSKU96EpdJ6WFqxJBwABraJgLOjk/746oOb\niLt+1uyfQ8q0YsUKXLx4ET///DMmTJiAOnXqSB0SEZHNa1KjHmaOflmwFnvlFOb8861EEdm+K6KE\nZUgZEpZqtbJ2WIrph+4Y9LBkSThZhtkTlp6enDh269YtAEDNmiVvsS/++s2bwr8QzXGN0iQlJZn8\nSk5OLte1iCxFXA4uTnYQVVq5E5ZK22FpvZJwAPB280Sv5sIetGuPRJk4m0iI95lERBUzKWI0+rXq\nKlj7cftKbIjdbuId9k1cEl63alkqRZXWw9I4cWsuJizJUsyesCTdwBwA8PDwKPG84q+np6cLXjPH\nNUrj7+9v8oslVWQLcvPzsPHoLsEap4OT2VU6YSnvm9GSp4TnW+QjxWXh62K2QauVeeKXiIjIhqlU\nKsyf8B5q+gsnXU/53xxcuHtVmqBsWIVKwhXew7Lw+3NzFiYsM3OyrRYT2RcmLC0gN1e3I8XRseSZ\nRs7ORVupc3KETyXMcQ0iudt95jCSM1P1x/4ePujaJFzCiEiRDBKWpT2wUdgOy5JKwvMt00S9X8uu\ncCv2dP5W4l3EXDlpkc8iIiIiHX9PHyx++iM4ORT9jJmenYlJi94RTMSmCpaEixOWCmsbVJiw9HQV\nbqpKy86wWkRkX8yasBw5ciQaNGiAkyfN+0OHpa5rKe7u7gBKTyAWTgEHDHdSmuMapUlMTDT5dfny\n5XJdi8gSxOXgg0N7Cm6wiCqtoIA9LEtKuGot00Tdw9UdfVoKy9JYFk6leeaZZ9CgQQPs2LFDFtcl\nIrJFoXWbY9aYKYK1i/eu4eVfZ7Ha4T9JGSmCHvrOjk6o6V+t1PcpfoclChOW7oL1jOxMq8VE9sWs\nCcsbN27g0qVLyM4275ZgS13XUgqH5JTWBzIlJUX/a29vb7NfozR+fn4mv3x9fct1LSJzy87LweZj\nLAcnC8uIB3LSio6d3AHPqiW/x55Kwi3Qw7LQ8PDeguP1sduh0Wos9nkkf7dv38alS5eQkWHenRyW\nui4Rka2aFDEaYzsOEqxtOb4H8zb9KlFEtuXMrUuC4wbVguGgdij1fQZTwmV+j2hYEq77X/EOy/Qc\n/vtJlsGScAuoX78+AOD69eslnnft2jX9rxs0aGD2axDJ2c5TBwXlBVW8/dGpUVsJIyJFenBOeBzY\nwDAhKSbeYSnzm9ESaSzTwxIAerfoDA+Xoif091LiceDCMYt9HhEREemoVCp8+ujbaFWniWD98/WL\n8e/xvRJFZTvECcumNeuX6X0GJeEyv0cUR1+YkPUSl4RnMWFJlmGR2srXXntNv0PQHC5evGi2a1lD\nq1atEBkZieTkZFy5cgV16xovL4yNjdX/umXLlma/BpGcicvBh7TtVaYnm0TlIk5YVmlUhjcprIel\nlaeEF3JzdsWA1t3w96Et+rW1MVHo0jjMYp9JyvDhhx/i+++/N9v1Dh8+bLZrERHJhZuzK3597lP0\n++QJQfnzi7+8j01Tf0GDoGAJo5PW2dvChGWTMiYsxSXhsp8SbmLojoeoJDw9hyXhZBkWSVju3Wvf\nT2UGDhyITz75BACwceNGvPjii0bP27RpEwAgICAAHTp0MPs1iOQqMzcbW47vEayJpwoTmYVBwrJx\n6e9R2g5LiUrCAd2f6+IJyw2xO/DxuDfgyF61VAImGImIzKOmfzX8+NQcjP36FX1blrTsDEz6/m1s\nfOcXeLmVb0aCUhjssKxRtkpGgx6WMu9zLo6/8PsT77BkD0uyFLP+RNC5c2cEBgaa85IC5ty1aUld\nunRB/fr1cenSJSxYsABPPfUUXFxcBOfExcVh69atAIBHH30UDg4OZr8GkVxtO7EfmTlFA6Wq+1ZB\n+/qtJIyIFOt+RRKWCtthWdLNtAVLwgEgomkH+Lh7ISVT10c0MT0Ze8/FoEczPoAjQ2FhYcjPt9zv\nyapVS+lfS0SkQF0ah+GD0a/gvT/n6dcu3L2GV5Z8iJ+f/QRqtX11kdNqtRUuCVeJHmrLviS8jEN3\nOCWcLMWsCcsFCxaY83I269VXX8WtW7fg4eGB3377zeB1tVqNjz/+GOPGjcP58+cxadIk/PTTT/rJ\n3xcvXsTYsWOh1Wrh5eWFadOmWeQaRHK15shWwfHQ0N52d7NEVmKOHZYyf3ouVUk4ALg4OWNgmwis\n3L9Bv7b2SBQTlmTUrFmzpA6BiEiRnuo1FnHXz+Cvg5v1a5viduHrzUvw2qDJEkZmfTcS7yKjWImz\nt5snaviV7YGWuAu6/EvCRQv6oTuiknDusCQLsbuaq23btmHRokX6Y61WK3jtoYce0h+7ubnh999/\nN7jGli1bcO7cuRJ3fI4dOxbR0dGYP38+VqxYgS1btqB9+/bIyMhAdHQ08vPz4ejoiFWrViEoKMhi\n1yCSm7SsDESd2CdYYzk4WUR2KpB6u+hY7QAElOUJusJ2WJZ0M63Ns/jHDw/rI0hYbjy2E58++jac\nHZ0s/tlERESkK/X9/LGpOHf7Mk7cOK9f/2z9YrSo3Rh9W3aRMDrrOntLOD+jac36BqXephiUhMs9\nYSkuCdfvsBRNCWfCkizE7hKWV65cwd9//230tatXr+Lq1av6Yw+PyvXsmDdvHlq0aIEPP/wQ169f\nx+bNRU+sOnXqhAULFiA8PNzi1yCSk01xu5CTX7Srq05gDYTWbS5hRKRYd04IjwPqA47Opb/PoIel\nzBOWJZaEWz5h2bVJOPw9fZGYngwASMlMw87TB9GvVVeLfzYRERHpuDm74pfnPkX/j59AYkYKAF3C\n7cVf3sfmqb+gXrU6EkdoHeJy8CY1ylYODhgmLOVehWNq6I7hDkuWhJNl2F3Csk+fPvjzzz/LdK6j\no/H/PAsWLEBqaiqcnUv/wfbJJ5/E5MmTcfLkSdy4cQMuLi5o2LAh6tQp+1/45rgGkVysPvyv4HhE\neN8yP9UkKpfbR4XHNdqU7X0GPSzlfTNackm45ROWTg6OGNK2J/63Z7V+bV1MFBOWREREVlY7oDp+\nfPojjFvwqn4IT2pWOsZ/+wbWvfUjAr38JI7Q8o5dOyM4blarbAN3AECtsB2Wpni6sCScrMPuEpYh\nISEICQmp1DX69etXrvNVKhVatmyJli1bVvgzzXENIlsXn5aE3WeE019HtusrUTSkeLdihcc125bt\nfUobuiPhlPBCw8L7CBKWm+N2Iys3G27Orlb5fCIiItLp2iQcM0e9hPf/+lq/dvn+DTz+7Rv45/Xv\nFP1vc0FBAQ5fFlbghNVtUeb3q0Rtg+Tew1K8Q7Tw+xNPj0/PYcKSLINTLIjIZmyI3a5/mgsAjWvU\nQ9OaZX+qSVQut0Q7LGuGle19ihu6I21JOAB0atgGVb0D9Mfp2ZnYfiraKp9NREREQs/0fhgPdRgo\nWDt69TReXvKhYAaE0ly5fwMJaUn6Yw8XdzSpUa/M71dcD0uDknDd/7o7uwnWM3OyBD/DEZkLE5ZE\nZDPWHBZOBx/Vrny7mYnKLCsZSCjWo0ilBqqXcQe74nZYSlsSDgAOagcMDeslWFt7JMoqn01ERERC\nKpUKXz0+DRFN2wvWN8Rux6y/F0gUleWJd1eG1m0GR4eyF6WqRQ+1xUNr5Eacby1MyKrVaniIysIz\ncrKsFRbZESYsicgm3Ey8iwMXjwnWRoSzHJws5Hac8LhqE8C5jIPWDIbuyPtmtOShO9YpCQd008KL\n23piH29+iYiIJOLs6ITFz3yMRtXrCtZ/2LYS30ctlygqyzoiSli2q9+6fBcQPdOW+25UU1PCAcCL\nk8LJCpiwJCKbIN5NFVq3OYKr1JQoGlI8cf/KGmXsXwnA4G5U7gnLkuLXWmeHJQCE12uJmn7V9MdZ\nudnYenyv1T6fiIiIhLzdPLHspa8EbVsA4IO/FhgMylSCQ5eOC47b1Svf/AhxD0uZ3yGanBIOGE4K\nT8vipHAyP7sbukNEtmmN6KZnZLgdlYPnZQEpN4GMBCA3A8jLBHLSdf8LAE5ugLMn4PLfl7MX4OIF\neFUDHJykjV2ubgiHO5V54A6gwB6WJTz9z7dewlKtVmNoWG/Bro21R6IwgoO3iIiIJFM7oDqWvfQV\nRn71vGAX3cu/zoKLozMGte0hWWzmlJyRinO3L+uPVSoVQus2L9c1DErCZf5Qu6Qdlh6u4pJwJizJ\n/JiwJCLJXbx7DSdunNcfq1VqDAvvLWFEFqLJB+4eB64dAOIvAA/O677S71XsemoHwLsWEFAPqNIQ\nCGwEVG0KVGsGeASU/n57pckHruwRrtVpb/xcY5TWw7IkVtxhCQDDw/sIEpbbT0UjNSsd3m6eVo2D\niIiIirSs0xi/PDsXjy58Dfn/DVfJ12rwzOLp+PnZT9C/dXeJI6y8XWcOCY6b1KgHH3evcl3D4BZR\n5veIpobuACwJJ+tgwpKIJCcuKencKBTVfAIlisaMNHnA9UPA1X3Atf26X+emm+/6Wg2QfE33dWmH\n8DWfWrpdg8GdgPo9gGrNDe+i7NXtWCA7pejY3R8IalX29yuth2WJU8Kt18MSANoEN0VwYE1ci78F\nAMjJz8XmuN0Y23GQVeMgIiIioe5N22PBEzPx4q8f6BNZ+VoNnvpxGn5+di76teoqcYSVs+3kfsFx\nz2Ydy30NwynhlQpJcuLwSywJz+YOSzI/q/SwXLJkCfLyyrdLIy8vD1OnTkVsbGzpJxORbBUUFGDN\nEdF08PYyLgfX5AMXtwOrXwY+bQj8PBDYNke3Zs5kZWlSbgKn1wObpgHfdAY+b6aL6dQ6IDvVenHY\nooui5G69HoC6PP8cKmyHZYlTwvOtFwd0N8LDw4XDdzgtnEqzbNkyZGSU7welgoICfPrpp/j3X+X1\nYCMispRR7ftj3uPTBYmrPE0+nvrxXYOEn5xotVpsPxUtWOvdonO5r6O8KeEGKUv9r7xE1S+p7GFJ\nFmCVhOU333yDzp074+LFi2U6//Lly+jatSs+/fRT2U/WIqKSnbhxDpfuXdcfOzk4YlCbHtIFVBGa\nfF0SbM0ruiTlkhFAzG9AZmLZ3q92AHzrALXCdcmzJoOAVg8B4U8AYROB1mN1a3W763ZNBjYEPKqU\nL8bUW7qYVowHPg4BfhkKHPoZSH9QvusogThh2aBn+d6vtB6WNjIlvJA4Ybnr9EEkZaSYOJsIWLFi\nBcLDwxEXF1em8+/evYt+/fph6tSpyM21/u9xIiI5e7jzEHw5/l3BWm5+HiZ/PxU7Th2QKKrKibt+\nFvFpSfpjL1cPtG9QzgnhMBy6o5X5Q+2Shu54uwlLwtOyrLgxg+yG1UrCjxw5gtDQUCxatAiPPfaY\nyfNWrFiB5557Dqmpuh1Azs7O1gqRiCTwzyHh7pZezTvB18NbomjKKTMBOLwEOLgYSL1dtvd4BAIh\nXXTJycAGQJVGgF9dwKECfx3nZgBJ14D4i//1wzwH3D8D3D9bcqJJmw9c3qX7Wv8GULcb0GIk0HyY\nLj4ly0kHbgh7FKF+eROWStthaRtTwgs1q9kADYOCceHuNQC6crONR3fisa7DrR4LycfZs2fRoUMH\nfPHFF3jppZdMnrdp0yY88cQTuH//PgDAxcXFWiESESnGo12GQaPV4q1lc/VrOfm5mPT9O/jfC5+j\ne9Ny9Aa3AVEn9gmOI5p1gFMF7s0Ne1jK+6F2SUN3xP3FU5mwJAuwSsJy5syZmDRpEhITEzF+/Hhs\n3boV33zzDTw9i36TZ2Rk4KWXXsKSJUsAAL6+vvjpp5/QqlU5+ooRkaxotVqsixGWe45sJ4Ny8NTb\nwJ75wJHfdBO+S+LmCzTqr0tShnTRJSnN1UvS2UM3YKdaM+F6fg5w75RuuM+lncDl3UUTx8UKtMWS\nl6/rdnGGPga0HKXMCeTn/9UlbAsF1Af86pTvGoZ3o5WPS0olTgm3/u4zlUqFYWF98GXkz/q1tUei\nmLAkk9566y0cPXoUt2/fxssvv4ytW7fil19+QUBA0fCx3NxcvPvuu5g3bx4KCgrg7u6O+fPno29f\nTqEnIqqIx7uNgEarwdQVn+vXsvNyMPG7t/D7i1+ia5NwCaMru4KCAoOfRypSDg7A4B5R7reIYsKh\nO8KEJXdYkiVYpSR82LBhOHbsGLp16wYA+O233xAWFoajR48CAI4ePYrQ0FB9srJz5844duwYRo8e\nbY3wiEgiBy/F4XbSff2xm7Mr+tpyw+60u0Dk28BXrYHo700nK918gdDHgQl/A1MvAWMWA+2e0E3y\ntsbgG0cXoGYo0PkF4PFVwLSrwMTVuuPAhqbfV6AFLu8E/noa+LQRsOEt3e5NJTn+p/C48YAKXERh\nOyxLKgnXWreHZSFxWfjeczF4kFrGFgtkdyIiIhAXF4chQ4YAANatW4c2bdpg9+7dAIALFy6gU6dO\n+Oqrr1BQUIBWrVrhyJEjePrpp6UMm4hI9p6IGI2Pxr0hWMvKy8Hj376BvediJIqqfI5ePa2v6gAA\nR7UD+rbsUqFriXtYyr0kvKRbRHFJeAoTlmQBVklYAkDt2rWxY8cOzJw5E2q1GufPn0fHjh0xefJk\ndOzYEefPn4darcb06dOxe/duBAcHWys0IpKIeDr4gNbd4eHiJlE0JchKBja/B3zZSpeozM8xPMfJ\nHWj7GDDhL+Cdi8Cob4FGfW1jl6KTK9CwNzBoLjAlRvfV5z0gqIXp92QmAAd+AOaH6vpdnlxt9QEs\nZpeVpNthWVzrMeW/DqeEW1yj6nXRrGYD/bG2QIsNsdsliYXkITAwEOvXr8f8+fPh7OyMmzdvolev\nXpg0aRJCQ0P1QxxfeOEFHDx4EE2bNpU4YiIiZXiy5xjMHvOaYC0rLwePLpyC9TG2/2/3qgMbBcd9\nWnZBoJdfha4l3pYg+6E74pLw4j0s3b0Er3GHJVmC1RKWAODg4IBZs2Zh+/btqFmzJnJzc/Hrr78i\nNzcXNWrUwLZt2zBnzhw4ODhYMywikkCeJh8bRDcxNlcOrsnTJSjntQH2fg3kZxue410D6P8h8PYZ\nYPQioFE/wNHGe+8GNgR6vAW8tB94NQboPaPk5OXlXcDKicCXLYHd88o+TMjWnFqn+/+0UEB9oEbb\n8l9HcT0sS5oSLt1AEk4Lp4p49dVXER0djUaNGkGj0WDJkiVIT0+Hv78/Vq9ejW+//Raurq5Sh0lE\npChP9x6HDx56RbCWm5+HZ36ajt92/yNRVKXLycvFmsNbBWtjOw6q8PVUBveIFb6UTTAYusMelmRl\nVk1YFjL4gwygfv36aNSokQTREJEUdp85hMRik3993b3Ro1kHCSMSubof+K6brgTcWILOpxYwbD7w\nehzQbQrgVrEnsZKr0hDo+bYuefnKYaD9k4Crr/FzU28B/74PfN4U2PAmkHzTqqFWWuxS4XGrMRUr\n0berKeHS7aoVJywPXDyGm4l3JYqG5EStNry9rV27Nlq0KOHBDBERVcpzfR7F+6NfFqwVFBTgneWf\n4fP1i21yAM3WE3uRnJmqP/b38EGfCpaDA4Yl4bLfYVmOKeEpmUxYkvlZNWGp1Woxa9Ys9OrVC7du\n3YKLi4u+2fmePXvQunVrREZGWjMkIpKIuBx8SGhPODvaQPl0XhawcSrw0wDg3mnD172CgKFfAq8d\nBdpP1vWLVIqqjYFh84CpF4GHfgRqm5jwmJcFHPgR+KoV8NczwN1T1o2zIq4dAK4fFK61qkA5OADD\nHpbyvhm1xZJwAAipUgttgoUDpcR/bxCJLVy4UN9qyMHBAQMG6PrUxsXFITQ0FEuXLi3lCkREVFHP\n930MX098Dw5qYcXkl5E/44Vf3kd2npG2ShJaunet4HhEu76V+nlEvDFLq5V3FY7hlPAiXm4cukOW\nZ7WE5a1bt9CrVy988MEH0Gg0aNSoEQ4cOIB///0Xv/32Gzw9PREfH48hQ4ZgypQpyM2V7ockIrKs\nzNxsbDq2W7A2whbKwW/G6HZV7v/O8DVnD13p9GvHgA5PKytRKeboDLR5GHg2Cnj5gG7XpZOR3qLa\nfODYSuCbTsD/RgOX99hu8m7v18Ljhr11u0srQnE9LEu4mdbmmX7NCh7q0F9w/M+hLRJFQrYuMTER\nI0aMwCuvvIKcnBzUqlUL27dvx6ZNm7Bu3ToEBAQgLS0Njz/+OCZOnIj0dP5gRURkCeM6DcaS5z+D\nq5PwXnn14X8x+qsXcT8lQaLIhGIun8TO08KH2WM7Da7UNRXXw1IUfvGErI+bsIdlanaGNUIiO2OV\nhGVkZCRat26NXbt2AQAmTJiAmJgYtGnTRn8cGxuL0NBQAMDXX3+tfzpORMoTdWIfMnIy9cfVfALR\nqWEb6QLS5AHbPgJ+7AM8MPL3TtvHdInKnm8Dzu5WD09S1Zrpdl2+dQbo+wHgXdP4eee3Ar8MBr7v\nCZxcA2g11oyyZA/OA2dEu/e7Tqn49ZTWw7Kkm+l8aROWw8P7CHZpnLl1CadvXpAwIrJFe/fuRevW\nrbF2rW6nzLBhw3Ds2DF0794dADB06FDExcWhR48eAID//e9/gkE8RERkXn1bdsGqVxfA38NHsB5z\n5SQGzp2MuGtnJYqsyBcbfhIcd2jQGq3rNKnUNcUtSWT/TLuEoTteopLwtKx0myz7J3mzSsLy/fff\nR0JCAjw9PfH777/rd1QW17BhQ0RHR2PKlCkAgKNHjyI0NBSXL1+2RohEZEVrRGWdw8P6GJSOWM39\nc8APvYEdnxom2XyDgcmRumE6XtWkic9WuPsDEa/renaO+EY3uMeYW7HAygnA12HAkf8B+TawW373\nV8LjGm2Bet0rfj2DHZYyT1iWdHMp8Q7LKt4BiGgqbE3w18HNEkVDtmru3Lm4efMmXFxcMH/+fKxd\nuxYBAQGCc2rWrIlt27bhww8/hIODAy5cuIBOnTrh8OHDEkVNRKRs7Ru0xsapP6NhULBg/VbSPQz7\n/Bms2L9BosiAI5dPYMfpA4K1t4Y8bXTWRvmISsJlfo9Y0tAdVycXODk46o9z8/NsruSf5M9qJeGF\nT7LHjx9v8hxnZ2fMmzcPGzZsQGBgIDIyMpCYKNNptERkVEpmGradjBasjWwvUTl43J/Aogjg9jHD\n18ImAi/vB+p1s3pYNs3RGQifoBvQ8+hyoHY74+clXAbWvAR81RrYMx/ISrJqmHqX9wBHlwvXur1a\nsWE7hZQ2dMdGe1gWGt1eWBa++vC/0NjSDl6yCY0aNUJ0dDReffVVk+eo1Wq899572LlzJ2rXro3c\n3Fzcu3fPilESEdmXkCq1sOHtnwwGa+bk5+K1/83BM4unIz7NuveIGq0Gs//5RrDWsUEbdGkcVulr\nixOect9xaBB/se9PpVIZ6WPJsnAyL6skLJ977jlER0ejYcOy9QsbPHgw4uLi0LNnTwtHRkTWFnl0\nB3KK7brTDdZoat0gtBog8h3gzyeBvEzha55VgcdXASMXAi5ext9PgFoNNBsCPBMFPLUFaDLQ+Hmp\nt4AtM4HPmgCrXzY+yMhScjN1SdPiAhsCzYZV8sJ2VBIu4ZTwQgPaRMDdpaiH6p3kB4i+cEy6gMjm\njB07FjExMWjbtm2Zzu/atSvi4uIwYsQIywZGRETwcffC0he/xNO9xhm8ti5mG7rPegRrDm+1WnLv\n+6gVOHgxTrD25lBz7K4E1OKEZaWvKC1x/OL/Qj6ihGUqB++QmVklYfnUU0/B2dm5XO+pUaMGoqKi\n0Lx5cwtFRURSEJdzjm7f3yw3CGWWmwEsfwyIXmT4WouRwMsHgcYDrBeP3KlUQEgnYPwfwCuHdP0+\n1Y6G5+VlATG/AQs7Ar8MBc5stGyfy4ICYMsMIPGKcH3EQsDBSHzloVba0B3b3mHp4eKGQW0iBGt/\nsyycipkwYYJBq6HS+Pn5YfXq1fq+lkREZDmODo6YPfY1fDvpA7iJhvEkpifjuZ/fw+Tvp+JeSrxF\n49h3LgYfrxH+DNC7RWd0aRRqlusb7rCU+UNtcUm46PsT77BkwpLMzWol4RWhVqvh5mZkMi0RydLN\nxLvYf1445EBc7mlR6feBnwcDZzcK1x1dgOELgHFLAI8Ao2+lMqjaRNfv8/U4oOMzxieLA8DlXcCy\nh4F5bYH93wLZKeaNo6AA2PohcFDYTB0dngZCOpv3swD577AsKX4bSFgCwOj2wocIG2K3s08SmUV5\nE51ERFRxozsMwMapP6NVncYGr22K24Xusx7BH9GRFtlteTvpPp75aYagrYyvuze+HP+u2TZPqKCs\nknAx8X8nbyYsycJsOmFJRMqyWjRsp21IM9SrVsc6H/7gAvBDH91QmOK8awBP/wu0e6JyfQ2piG9t\nYMgXwFundZPFfWoZPy/pKrDxXeCzpsCGN41PaC8vTT6w5mVg95fCdZ/aQL8PKn99wL56WBZobWLi\ne7cm4Qj08tMfp2VnYOvxfRJGRERERBXRtGYDRL7zM6aNeB7Ojk6C11Iy0/Dqb7Mx7PNnEH3hqNk+\nMyM7E0/+MBUJon6ZC56YiSDfKmb7HIOScJknLMVTwsW8RZPCmbAkc6tkXVzZzJkzB1evXq3Qe997\n7z0EBweXfiIR2bSCggLDcvAOViq9vhqt29EnHvwS1AJ4/E/Ap6Z14rA37gG6yeJdXwHObACivweu\n7Tc8LzcdOPCj7iuoJdBihK4nZlCL8n1e8g1g3WvAeWFiHK4+wGPLzdeTVJzYVvIOSwDQ5AFqB+vE\nYoKjgyNGtuuHxdv/0K/9fWgzhob1kjAqshULFy5EXFxc6Sca8corr6BVq1ZmjoiIiEri5OCIVwZM\nRP9W3fHa73MQe+WU4PXDl09g5JfPo2fzjnhn2LOV6nd/I+EOJn73Fk7fuihYf2Pwk+jXqmuFr2uM\neAeiVu4JyxKmhAOAj7u34Dgpw8xVU2T3rJKwXLNmDWJiYir03ueee44JSyIFOH3rIs7dvqw/dlA7\nYHhYH8t/8MnVwF/PAPmi8tH6PYFHfgdcvY2/j8zHwVGXhGwxQjeRff8i4MTfxsuN757QfUXNBqo0\n1k1prxkG1OkA+Nc1TJxlJgI3j+gmvp9cbXhNd39gwl9Ajdbm+37EOyxlfjNa6g5RbR4AV6tEUpLR\nHQYIEpbbTu5HYnoK/D19JIyKbMGWLVsQGRlZofeOGDGCCUsiIok0rlEX69/6EYu3/4G5a38waPey\n49QB7Dh1AK3qNMGjXYZiZLt+8HEv2wNorVaL/+1Zjblrf0ByZqrgtd4tOuONwU+a7fsoZNDDUuZV\nOAYJS9Ez+6re/oLj+ykJlg6J7IxVEpaNGzdGfr7pSaN5eXm4c+cOkpJ0u59CQkLg46P7AcTd3d0a\nIRKRhYmHZPRo1gFVRP/ImVVBAbDvG2DzdMPXQscDw78GHJwMXyPLqtEGeOgHYMBs4NAvwKGfgfR7\nxs99cE73hf96UarUgFd13f9q83TJycxE05/lWweYuBqo0tDM34TSdliWcjNtI30sW9dpggbVgnHx\n3jUAQJ4mH+tjt2Fi91ESR0ZSq1evHlq3Nv1QIj8/H/fu3UN8vG6YQ82aNREYGAgA+vtNIiKShoPa\nAc/1eRT9WnbFzL++RtQJw5Yvx6+fxfHrZ/HBXwswuG0PdG/aHm2Cm6FhUDDUxYYhZuVm4+Ldazhw\n4Rj+t2c1Lty9anCtlrUb4dtJHwjeZy6GQ3dknrAUHYt3WFbxEfb+v5/KhCWZl1USlsuWLSvTebGx\nsXjvvfcQFxeHhQsXolu3bhaOjIisQaPVGPSvfMiS5eBaDbDxHV2JsVivd4GeU9mvUmqeVYFeU4Hu\nrwEn/gGOLgeu7Ck5+VegBVJvle36NdoC41cC3tXNE29xBj0sZa7UknDTDxytSaVSYVT7/vhsfdGf\n638ObWHCkrBgwYIynXfmzBnMnj0bW7ZswZw5czBkyBALR0ZERGVVr1odLH3xSxy6GIeP1yzCgYvH\nDM7JzsvB34e24O9DWwAAapUaIVVqwsnRCZk5WbiVeA/aEu5rBrftgQVPvA8PF8sM9hUn9BRXEi76\n+amad6Dg2NJT3sn+2NRPXaGhodiwYQO6deuGQYMG4fjx41KHRERmEH3+KO4kP9Afu7u4oV8rCz2Q\n0OQDq540TFaqHYFRi3QJSyYrbYejC9D2EWDyeuCdC8Cw+UDD3hVPCvrUBkZ+Bzy7zTLJSkB5PSxL\nK1cSt1OQ0Oj2/QXHBy/G4Vr8bYmiIblp2rQpli9fjscffxyjRo3Crl27pA6JiIhE2jdojdVvLMKy\nl75Cj2YdSpzgrS3Q4vL9Gzh3+zJuJNwxmaz0cHHH9JEvYPHTH1ssWQkocYdlKQlL8Q7LlBIqn4gq\nwKYSloDuD8G8efOQmZmJN954Q+pwiMgM/jokLAcf1KaHZW4WtFpg7SvAyX+E6y5euj6GoY+Z/zPJ\nfDyrAO0n68q4p10FHl0OdH0VqBehG5xjjEoNBDYE2jwMTPgbeO0oEDZe1zfTUpTWw7LUknDbSVgG\nV6mJdvVaCtZW/7fLgqisPv74Y7i4uODll1+WOhQiIjJCpVKhd4vOWPnK1zj80Wq8NfRp1A4o/4No\nR7UDhoX1xo73luLl/hMsUgZenMGUcKX1sIQ4YSncYXk/lTssybysUhJeXkFBQahfvz6ioqKQkpLC\n/kJEMpaVm40NsdsFaxYpBy8oADa9C8QuFa5719AlK8s7cZqk5eYLNBui+yqUmaj7cnDSfamdABdP\nwMlyT8qNU9gOy9Liz7eNHpaFRncYgMOXT+iP/z60Ga8OfKLEHRhExbm7u6Nt27bYs2cPzp07h8aN\nG0sdEhERmVDLPwhvDH4Srw2chP3nY7H33BEcv34OR6+eQlJGqsH5dQJroHH1umhXvxXGdRpskFSz\nJIMdllq5JyyFx+JbLYMelikJ0Gq1Fk8Mk/2wyYQlADg46CbB3rhxgwlLIhn79/hepGdn6o+regeg\na+Mw83/Q9o+B6EXCNZ/awNObAd/a5v88sj53f92X1JS2w7LUkvBs64RRRkPDemPGH18hX6sBAFy4\new0nbpxDqzpNJI6M5KT4fSYTlkREtk+tVqNrk3B0bRKuX0vPzsDVB7egLdBCrVKjbtXaFi35LjVG\n0T2i7HdYGhm7U5y7syu8XD2Qlp0BAMjXapCYkYJALz8rRUhKZ5Op7ytXruD8+fMAOL2RSO7+FpWD\nj2zXF47mLtfd9w2w41PhmmdVYNJaJivJ/JTWw7K0hKuN7bAM8PRFrxadBGt/H9xs4mwiQ4mJiTh8\n+DAA3mcSEcmZp6sHWtRuhFZ1mqBF7UaSJisBY0N35H2PWNrQHcCwLPwBJ4WTGdlcwvL48eMYMWIE\ntFotgoODUbs2kw1EcpWQnoztJ6MFa6PNXQ5+eAmwaZpwzc0XeGINENjAvJ9FBBgZCCTvp+elJyxt\na4clAIxuL/x7ZPXhrdD8t+OSqCQXL17E8OHDkZGRAS8vL7Ru3VrqkIiISCEMnmkrrArHWMKyqqgs\n/F4KE5ZkPlYpCX/nnXdw6dKlEs/JzMzExYsXceHCBf3arFmzLB0aEVnQ+pht+rJNAGgYFIyWtc1Y\nenf8L2Ddq8I1Zw/d8BX2rCRrkfnT81ITrjY0dKdQv1Zd4enqrm83cT81AXvPHkFEsw4SR0ZSmDt3\nLo4cOVLiOdnZ2bhy5QpOnz6tX5s+fTqcnZ0tHR4REdkJlbgkXOb5ytKG7gC6dl/F3Uvh4B0yH6sk\nLLdt24aYmJgyn+/q6opPPvkEEydOtGBURGRp4jLN0e0HmG8wxrnNwF/PCO8EHF2A8X8AtduZ5zOI\njFFaD8tSd1jaXsLSzdkVg9v2xB/Rkfq1Pw9uZsLSTu3duxeRkZGln/gfR0dHTJ06Fe+8844FoyIi\nInsj/jlH7iXhYsZ+jKtmZPAOkblYJWEZFhYGT09Pk6+rVCq4ubkhKCgI4eHheOihh1C1alVrhEZE\nFnLtwS3BJF8AGNm+v3kufnkPsGICoM0vWlM7Ag//D6jX3TyfQWSK4npYljYl3PYSlgDwUIcBgoTl\nxmM7kZH9Fjxc3SWMiqTQsmVLpKenm3xdpVLBxcUFVatWRWhoKEaPHs2WQ0REZHbifJ78h+6Urqqo\nh+V99rAkM7JKwvKHH36wxscQkQ35+9AWwXGHBq0RHFij8he+GQMsHSfsq6dSAaN/AJoMrPz1iUpj\nsMNS5gnLUqeE22bCsnOjUNTwq4rbSfcBAJk5WdhwdAfGdRoscWRkbZ988onUIRAREUGtFt8jShOH\nuZSlJFy8w5Il4WRONjd0h4jkr6CgwGA6uHhIRoUkXgV+HwPkinbSDJsPtB5T+esTlYnh83NZk2FJ\nOAA4qB0M/l5ZdWCjRNEQERGRvbPHKeHiHpYsCSdzYsKSiMzu2LUzuHTvuv7YycERQ8N6Ve6i2SnA\n0rFAhuipXf/ZQLtJlbs2UXkorodlaSXhtjclvNDYToMEx/vOxeBGwh2JoiEiIiJ7Jk7oyX1KuLik\n3fiUcGFJOHdYkjkxYUlEZrcqWrjLqVfzTvDz8Kn4BTV5up6V988K17u/DnR71fh7iCxFaQlL8Q5R\nByfhcX6u9UIpp4ZBIWgb0kywJh72RURERGQNanHCUuZVOOJbXGOjUw2G7qQmWi4gsjtm7WG5atUq\n3L9/35yXxLhx41ClShWzXpOILCcnLxdrjvwrWBPvgiq3TdOASzuEay1GAX1mVu66RBWhuKE7ortR\nR1fdQ4JCNrzDEgDGdByEo1dP649XHdiIVwc+YXQXAMlbZGQkrly5YtZrDhkyBCEhIWa9JhER2SfD\nKeEyT1iWYYelr7s3nB2dkJuvu3fMyMlERnYmhyCSWZg1YfnZZ58hJibGnJdEx44dmbAkkpGok/uQ\nlJGqP/bz8EafFl0qfsGY34EDosFdtdsBoxcB4sbWRNYg3mEp86fnBglXJzcgJ63oWGO7OywBYER4\nX7z/53zkafIBAJfv30DMlZMIr9dS4sjI3BYtWoTIyMjSTyyHkJAQJiyJiMgsVKJ7RNmXhBvEb5iw\nVKlUqOIdgFuJd/Vr91LiUc+1joWjI3vAn/aJyKzE5eAjwvvBxcm5Yhe7fhBY95pwzac28NgKXVKF\nSApK22EpTrg6iv5s2fgOS39PH/Rr1VWwJv57iIiIiMjSxOk82e+wLMPQHcDIpPBUDt4h8zDrDstC\nBw4cQFhYmFmu5ehokRCJyALi05Kw7eR+wVqFy8FTbwPLxwt3dzm5AeNXAJ5VKxElUSUprYelOH4n\nF+GxjU4JL25sx0GIPLpTf7w2Jgofjp0CV/H3Qoqwdu1aDBpUyVYj/3FwcDDLdYiIiJQ2dEf8UFs8\nBb1QNW/h4B1OCidzsUg20MHBgYlGIju0+tC/yNdq9McNg0LQJrhp+S+Un6tLVqbfE66P+g6o3qqS\nURJVlsJ2WIrjN9hhafsJy14tOiPAyw8JaUkAgJTMNGyJ24Ph4X0kjowsQa1W8z6TiIhsjlphbYMM\nhu6YaA9excdfcMxJ4WQuVikJ3759O/766y8kJSVZ4+OISCKrDgh7i43tNKhigy+2zgJuHhGudX8D\naDm6EtERmYnB72l534waELdbyMuSJo5ycHJwxKh2/QRrfx7cJFE0ZG379u3DX3/9hbt375Z+sgTy\n8vKQn59vlc/SarVITk7Wf2k0mtLfREREZiG+RdRq5f1QuyxDdwCgtn91wfHVBzctFhPZF6skLN9+\n+22MGTMGly5dssbHEZEETt+8gBM3zuuP1So1Hmo/oPwXOrcF2LdQuNaoH9BnRiUjJDITpfWwFD8+\nd/EQHudlWi+WShjTcaDgeMepA3jAHkp24ZNPPsGYMWNw5MiR0k+2kps3b+Kll15C7dq14eLiAhcX\nF9StWxdvvPEG4uMtt/Nk9uzZ8PPz039FR0db7LOIiEhIXDKtsEfaJkvC61WrLTi+fP+GNcIhO2DW\neprC8pzcXNueKFro/v372LJlC27evAkXFxc0bNgQ/fr1g4tL5XpeRUVFYefOneV6z+uvvw5/f+FW\n6oULF+LevXsm3lGkTZs2eOihh8r1eUTm9scB4ZCL7k3bobpfOXtNpt4B/n5OuOZTGxizGFCzzxjZ\nCMX1sBQlXJ29hMe58khYtqzdGE1q1MfZ27qHoxqtBn8f2oLn+jwqcWRkLnK5z9y1axdGjBiB5ORk\nALq4CwoKcPXqVXz11VdYtmwZNm3ahLZt25r1c0+cOIGPPvrIrNckIqKyU6uVPiXcuHpVhRPBL927\nbolwyA6ZNWEZGKhrtnrs2DF07tzZnJc2q6ysLLzzzjv47rvvDEpl/Pz8MH/+fEyYMKHC19+5c2e5\nbxifffZZg4TlDz/8gFOnTpX63scee4wJS5JUviYf/xzaIlgb27GcAxG0GuCvZ4DMYjui1A7A2J8B\nNz8zRElkLkrfYekpPM7NsF4slaBSqTC24yB8+E/RDu1V0RuZsFSQ4veZo0aNkjga465fv46RI0ci\nOTkZNWvWxE8//YS+fftCq9Vi7dq1ePbZZ3Hv3j0MGTIEx48fR0BAQOkXLQONRoPJkycjLy8PzZo1\nw+nTp81yXSIiKjvxDkStzO8RyzolPKRKTcHxzcS7yMnLhYuTs8ViI/tg1oRl165dERkZienTp+PO\nnTto0qQJXFxc9L0rt2/fjqtXr5brmr1794afn/mSFRqNBqNHj8amTbreVh07dkRERAQyMjKwevVq\n3Lp1CxMnTkRycjJeeeWVCn1G37594erqWuI5Dx48wIIFCwAArVu3Ru3atU2e27Zt2xJvzFu2bFmh\nOInMZcfpg3iQmqg/9nR1x4A2EeW7yO6vgMu7hGu9pgPBHc0QIZEZKayhukH8zvIsCQeA0R36Y87q\nb/U/IJy+dREnb5xHi9qNJI6MzKFr1674+eef8cUXXyArKwutWrWCm5ubvnflvn37kJ2dXe5rBgUF\nmS3G9957D0lJSXB2dsbmzZvRokULALqBlA899BCCgoLQvXt33L59G5988gm++OILs3zuZ599hiNH\njiA8PBzjx4/HlClTzHJdIiIqB/EzbZnfIorDNzWZwM3ZFdV9q+BO8gPd+woKcCvxLupVq2PiHURl\nY9aE5dNPP42FCxfi9u3bmDNnjsHr77zzTrmvefjwYYSHh5sjPADA119/rU9Wfvjhh3jvvff0r82d\nOxdDhw7Fjh078Prrr6Nv375o2rT8E44jIiIQEVFysuarr77S/3ry5MklntuqVSvMmMH+fWS7VkUL\ny8GHh/WBu3PJSXuBq9HA9o+Fa/V6AN1fq3xwROZm0MNS7nej4pJw8Q5L+SQsq/kEokezDth+qqhv\n36rojUxYKsS4ceMwd+5cnDt3zmiib+7cueW+5vr16zFkyBBzhIfk5GSsWLECAPDwww/rk5XFde3a\nFf3798fmzZvx008/4ZNPPoGTk1OlPvfs2bOYNWsWHBwc8OOPP2Lfvn2Vuh4REVWMeEq4veywBIA6\ngTX0CUsAuJ5whwlLqjSzDt0JCAjAvn378PDDD8Pb29uclzaLnJwcfPyxLinSuXNnQbISADw8PLB0\n6VK4uLhAo9Hgww8/tFgsv/32GwDA2dkZjz32mMU+h8jSkjNSseX4bsHa2E7lKAfPTAT+fFJXEl7I\nIxAY8yP7VpJtUlwPS2WUhBcS//3z9+EtyNNYZ0IzWZabmxt2796NyZMnG7TRsQUbN25EXl4eAJTY\nqmfMmDEAgJSUlHL3PBfTarWYNGkScnJyMGXKFLP3xSQiorIzHEoj73vEsk4JB4A6gcKy8GvxtywS\nE9kXs+6wBICQkBCsWLECBQUFSExMRHZ2NgYNGoTjx48jMjISrVq1Ktf1qlWrZrbYtm7dioQEXX+8\nF1980eg5NWrUwMiRI7Fy5UqsW7cOWVlZcHNzM1sMAHD06FEcP34cADB06FCz9S8iksLamCjk5ufp\nj0Oq1EL7+q3L9uaCAmD1S0DKTeH66O8BL/OV6BGZl8J6WCqoJBwA+rfqBm83T6RmpQMAEtKSsONU\nNPq16iZxZGQOVatWxc8//4yff/4ZSUlJyMzMxMSJE7Ft2zYsWbIEvXv3Ltf1CvtimkNsbKz+1x06\ndDB5XvHXYmNj0bdv3wp/5vz583HgwAGEhIRY9EE7ERGVTq0WTQmX+UNtgx2WJovCgToB1QXH1+Nv\nWyQmsi9mT1gWUqlU+kRcYalL1apVUatWLUt9ZKmioqL0vy7phrZPnz5YuXIlMjMzsW/fPvTp08es\ncSxZsohRuegAAMkSSURBVET/60mTJpn12kTWJi4HH9NxYIlP3wQOLgbObBCudX0FaNTPTNERWYDi\ndliKS8KNJCwLCgxL4W2Um7MrhoX1xtK9a/Vrf0RHMmGpQH5+fvDz89P3DQ8ICJD0PvPs2bMAdBU7\nVatWNXle3bp1Dd5TERcvXtS3DPruu+/g7u5e4WsREVHlGQ7dkfc9okHCtZSS8OKuMWFJZmCxhGVx\nb7/9Nu7fv4/g4GBrfJxJhRO3q1atWuLOzeI9h06fPm3WhGVeXh6WL18OAKhevToGDBhQ6nsSEhKw\nfPlyXL16FSqVCtWqVUPHjh3RrFkzs8VFVBEX715DzJWTgrUxHQaW7c13jgObpgnXaoYCfWaaKToi\nCzHoYSnzHZbim1G1A+DoCuRnF72elwU4yycZMq7TYEHCckvcHjxITUQVb9srI6bKe/755zFgwACj\nPSOtqbCKp0qVKiWe5+7uDnd3d2RmZurfU14FBQV48sknkZWVhYcffhgDB5bx394yKhyYaUxycrJZ\nP4uISCnEmzZkv8NSdFzSo+tgUUk4d1iSOVglYTl27FhrfEypCieUlzSRW/x6eaeal2bDhg2Ij48H\nAEyYMAEODqX36NuwYQM2bNhgsB4aGoovv/wSPXr0qFAsvBmlyvrzgHB3ZaeGbQ2erhmVkw78MQnQ\n5BatuXgD434FHJ3NHCWRmSl9SrhKrUtO5hebtpyXKauEZXi9lmhQLRgX710DAORrNfj70GY81+dR\niSMjSxg8eLDUIQAAMjJ0/V4Ld3yWxM3NDZmZmUhPT6/QZ3377bfYvXs3fH19MX/+/ApdoyS22COU\niMjWqcUJS7nfI5Zz6E5xTFiSOVglYWkr0tLSAACenp4lnufl5WXwHnMpHLYDAE888USp53t6eqJT\np04ICQlBUFAQkpKSsGfPHsTFxSE2Nha9e/fG4sWLS500bgxvRqkyNFoN/jq4WbA2tlMZf2jc8BYQ\nf0G4NuJrwL+u8fOJbIrSdliK41cBTh4AEouWcjN0w7BkQqVS4ZEuQzH7n2/0a8v3rcezvR8pe8sK\nogoqy46awnMq8vvx6tWrePfddwEAn332mVn7vRMRUcWJ/06XfUl4OYbuBPkEwsXRGTn5ug0pyZmp\nuJ+SgKo+nNdBFWdXCcusrCwAusncJXFxcTF4jzk8ePAAGzfqdqR16tQJTZo0KfH8r7/+Gl27dhXE\nU2jDhg14/PHHkZycjGeffRbt27eXvBSK7Mues0dwK+me/tjN2RVDQ3uW/sZjK4Gjy4RrYROBlqPN\nHCGRhSi9JFylMtxNmSuvwTuArj3Fx2sWQaPVAADO37mCo1dPIbQu/60kyyh84F2We8fCc4o/JC+r\np59+Gunp6ejWrRueeuqpcr+/LBITE02+lpycjHr16lnkc4mI5E1hJeHlGLqjVqvRtGYDHLt2Wr8W\nd/0s+rbsYrH4SPnEdW2KVjjtOzc3t8TzcnJyDN5jDsuWLUNenm6aclmG7fTu3dtoshIAhgwZghUr\nVgAA8vPzMXfu3HLHk5iYaPLr8uXL5b4e2Zfl+9YJjge37QlPVw8TZ/8n4RKw7nXhWpXGwOBPzRwd\nkQUpbeiOqZLw4vIyrBeOmVT1CUCfFp0Fayv2G7ZXITKXwt6V9+/fL/GH1LS0NH3CsrR+l2JRUVGI\nioqCo6MjPv30U6SkpCA5OVnwVTxhmp6erl8vj8KBRsa+fH19y3UtIiJ7oRbdI8o/YSk8Lq0qoFVw\nY8Hx8esVHyxHBNhZwtLb2xtA6WXexV+vyJNvUwqng7u7u2PcuHGVvt6AAQPQpk0bAMCWLVvK/X7e\njFJFJaanYHPcbsHao12GlvwmrQb461kgt1i/LkdXYNwSWfXGI7KLHZZOoocPMtxhCRj+vbT68L/I\nyDFf5QRRcU2bNgUAZGdn49atWybPu3TpksF7yqqw52V+fj46d+5s9B7u7bff1p8/cOBA/Xp2drap\nyxIRkRkY3CLKPGEpVloTkzbBwn/T4q6dsVwwZBfsKmEZEhICALhx40aJ5xV/vW5d8/TUO378OOLi\n4gAAo0eP1idPK6swYRkfH2/W8nWikvxzaDNy8/P0x3Wr1EKnhm1LftO+hcCNQ8K1QXOBoOYWiJDI\ngpQ2dMfgZtpYSbj8dlgCQK8WnQWTwdOzMxF5dIeEEZGStW/fXv/r6Ohok+ft37/f6HvKwsnJCT4+\nPiV+Fa8O8vT01K+zfysRkWUZTAmX+T1ieeNvVUfY8u74tXPmDIfskF0lLJs31yVGHjx4gLt375o8\n7/jx4wbvqaxff/1V/+uylINXBG9EyRoKCgqwfN96wdrDnYeU/Pvv3hkgao5wrclAoJ1l/iwQWZbC\ndlgaLQkX7bDMk+cOSycHR4ztOEiwtkL09xeRufTv31+fLCxs22NM4WtVq1ZF586dTZ5nzODBgw1K\nwMVfn332mf78TZs26ddNtRkiIiLzEJeEa7Xyvkc06GFZSr6hcY16cHEsmhdyN+UBHqSa7olMVBq7\nSlj27dtX/+utW7eaPK/wNQ8Pj3LfSBqTn5+P5cuXA9Dt2OzRo0elr1koNjYWgK4Hkqurq9muS2TK\n8evncPrWRf2xWqU2SAgIaPKAv58FNMV6x7r5AcMXGNZNEMmBWtzDUpowzEaccFWpACf5D90p9HDn\nIYLj6AtHceV+yZUWRBXh7u6Op59+GgCwZs0a7Nq1y+Cc1atXY+/evQCAl19+GWrx3ycAMjIyKtR3\nkoiIpCX+yUZpOyxLS1g6OTiiYfUQwdqFu1fNHBXZE7tKWPbp00ff3Pzbb7812lPixo0bWLt2LQBg\nxIgRZkkCRkZG4v79+wCAJ554wmw7ISMjI/W7QQcMGGCWaxKVRjxsp1eLTqjuV9X0G/bMB24fE64N\n+wrwqmb22IisQ2E7LBVcEg4ADYNC0K5eS8HaSg7fIQt57733ULt2bRQUFGDo0KH4/vvvcf36dVy5\ncgVffPEFHn30UQBAkyZN8Nprrxm9xvDhw/V9Jwt7VhIRke0TP4SSewvL8kwJL9QoKERwfP7OFXOG\nRHbGrhKWzs7OeO+99wAABw8e1P+6UGpqKh599FHk5ubC0dERM2fONHqdr7/+GjNmzMBHH31Ups8t\nHLajUqkwceLEMr1n69atOHPGdJPaNWvW4LHHHgMAODo6YurUqWW6LlFlZOVmY/XhfwVrj4h2Lwnc\nOwPsEE0AbzESaDnaAtERWYnSeliWpSRcxjssAeCRLsMEx39Eb0S+Jl+iaEjJAgMDsXHjRoSEhCAt\nLQ3PP/88goODUa9ePbz11lvIzs5G06ZNsWnTJnh4eJR+QSIikg1xQk8r84faBo+0y7DvqlF14QyQ\nUzcvmC8gsjuOUgdgbS+++CKioqKwbt06fPTRR4iMjESPHj2QkZGBtWvX6ndCfvPNN2jUqJHRayxa\ntAjnzp2Dj48Ppk+fXuLnJSQkIDIyEgDQq1cvBAcHlynOn3/+GX/88Qfq16+Ppk2bIigoCAEBAUhM\nTMTevXv1yUxHR0csWbIEzZo1K+t/AqIK23h0J1KzinZ7BHj5oW/LrsZP1uQD/zwvLAX3CASGfmnh\nKIksTHFTwstQEp4n3x2WADAsrBdmrPoKmf9NCL+b8gA7Tx9Cn5aVb/tCJNaiRQscP34cP/zwA9as\nWYNr165BpVKhXr16GD16NJ5++ukSK3gKB+UAFetP7uLion+/o6Pd3eoTEUlHPHRH5lssDeMv/d+k\nlnUaC44PXDhqxojI3tjdXYxarcaqVaswY8YMLFiwAMeOHcOxY8f0r1etWhULFizAuHHjzPJ5y5Yt\nQ16ebppyeYbt9O/fH2fPnsXx48dx6dIlo+f06tULn376KcLDw80SK1Fplu8XDqsY02EgnB2djJ+8\nbyFwK1a4NuQLXdKSSM7EOyxlfjNqvCRcWTssPV09MCyst6AUfMX+9UxYksV4eXnhzTffxJtvvlnu\n965Zs6ZSn/3000/re2kSEZH1qA2mhMtcOYfuAED7+q2hVqn1u0sv3L2GB6kJqOIdYJEQSdnsLmEJ\n6J48f/7555g2bRqioqJw48YNuLi4oFGjRujZs2epT6OnTJmC+Pj4MvW3rFatGmbPng2VSoVRo0aV\nOcZJkyZh0qRJuHPnDo4dO4Y7d+4gPj4ebm5uqFWrFjp06IAaNWqU+XpElXXtwS3sOxcjWHuk81Dj\nJz+4AGz/WLjWfLiuHJxI9hS2w9KgJNxYD0t5JywB4NHOQwUJy3+P70F8WhICvfwkjIqIiIiUQpzQ\nK5D5PWJ5h+4AgJebB1rWaYy4a0Xt7aIvHMOwsN5mj4+Uzy4TloX8/PwwZsyYcr/vueeeK/O5ld2p\nWb16dVSvXr1S1yAyh5XRwiEVYXVboHGNuoYnarXA2leA/JyiNXd/XSk4p4KTEiith6UdlIQDQLv6\nrVC/Wh1cuncdAJCnycffBzfj2T6PSBwZERERKYG4h6X8S8KFx2UZugMAnRq2FSYszx9lwpIqxK6G\n7hBRxWi0GvwRHSlYe7SLid2VMf8Dru4Trg36FPAsYZI4kZworoel8kvCAd2ugIdFQ8KW7Vsn+x8m\niIiIyDYYlITL/B7DcIdl2d7XuVFbwXE0+1hSBTFhSUSl2nXmEG4n3dcfuzm7YlhYH8MT0+4CW94T\nrjXsA7Qea+EIiazIIGEp75tR41PCxSXh8t9hCQBjOw6Cg9pBf3z+zhUcvnRcwoiIiIhIKcQl01qZ\n3yOKE65l3WHZoUEbwX+Ls7cvISE92ZyhkZ1gwpKISrV8n3DYzrCw3vBy8zA8MfIdIDul6NjJHRg2\nj6XgpDAK22GpNVYSLvrznSf/HZYAUM0nEP1bdRWs/W/PGmmCISIiIkUx6GEp97ZBImXpYQkAPu5e\naF6roWDt4IVjFoiIlI4JSyIqUUJ6MrbE7RasGS0HP7cFOLlauNZnBuAXbMHoiCSgtB6WBpQ5dKfQ\n+G4jBMfrY7YhKSPF+MlEREREZSQuCddq5X2PWJmS9k4NhWXhe88dqWw4ZIeYsCSiEv15YCPyNPn6\n4/rV6qB9/dbCk3IzgPVvCNdqtAU6ln1AFZFsiJ8ui3coyo1BR3UjJeEKGLpTqEfTDqjlH6Q/zsnP\nxd8HN0sYERERESmDsnZYVmRKeKEujcIEx+titiG/2M+URGXBhCURmVRQUICle9YK1h7uPMTwH6sd\nnwLJ14uOVWpgxNeAg6MVoiSyMoMdljJnbEq4AofuFFKr1Rjfdbhg7X971si+MT4RERFJS60W3iPK\n/d6iolPCASCiWXt4uRbdT8anJWHn6UPmCo3shMJ+6iIic9p/PhYX713THzs5OOLhTsIpu7h7Ctj3\njXCt03NAjTaWD5BIEgrrYWnw9F+l6z9bnIISlgDwSJehHL5DREREZiVO6BXI/B6xolPCgcIhrb0F\na2uO/GuOsMiOMGFJRCYt3SvcXTmwTQSqePsXLWi1wNpXAG2x7f3eNYHe060UIZEExDssZf703HhJ\nuHjoTob8v89ijA3f+V309x0RERFReYgTenK/c6rolPBCo9r3FxzvPnNY9rtOybqYsCQioxLSkxF5\ndIdg7XHRsAoc+RW4cVi4NuRzwMXLssERScngblTeT8+NloQ7OOm+Cmk1gCbXunFZmLHhO8kZqdIE\nQ0RERLKnVimrJNzwoXb5EpbtG7SGh0tR1c791AScuHHOHJGRnWDCkoiM+mN/JHLz8/THdavUEjZP\nTrsH/PuB8E1NBwPNRCXjREpjsMNS5glLYyXhAOAk7mOpnME7gOHwney8HPx1cJOEEREREZGcifv8\na2V+jyi+QxRPQS+Nk4MjujQOFayJ5yMQlYQJSyIyUFBQgKV71wjWxncbIWwkveU9IDul6NjZAxj8\nuXUCJJKSwdAdpT09/+/7E08KV1gfSw7fISIiInMSp/PkfkshTriWZ0p4odHtBwiOl+9bh1uJ9yoV\nF9kPJiyJyMC+87G4fP+G/tjJwRFjOw4qOuHGIeDYSuGbek8HfGtZKUIiKdlBSThgmLDMU1bCEuDw\nHSIiIjIflbgkXOYPtSvbwxLQzUCoHVBdf5yv1eCfw1sqHRvZByYsicjA73tWC44Hte1RNGxHqwU2\nvCV8Q7VmQMfnrBMckdTUChu6I76Z1icsPYXrOWnWCceKOHyHiIiIzMWgJFwr74faBgnLCuywdHZ0\nwrN9HhGsrTm8tVJxkf1gwpKIBB6kJmLj0Z2Ctce7jSw6OLoMuHVU+KbBnwEOjpYPjsgWyX6HpYmE\npauvcD0rySrhWBuH7xAREZE5GO5AlPdDbYMu5xVIWALA8LDegoFEp25eQOyVk5WIjOwFE5ZEJLDq\nwEbkafL1x/Wq1kaXRv81S85OMRy003wEUK+71eIjkpzieliKE67/3Yy6+wmXM5WZsOTwHSIiIjIH\ntVo8dEfe94iGJeEVU8U7AN2ahAvWpq38SvY7UMnymLAkIj2tVoule9YI1sZ3HVH0NG3HZ0DGg6IX\nHV2BAXOsFyCRLRA/XZb7DktTJeHu/sJ1he6w5PAdIiIiMgfxDku530uIe3CqDR7al90LfR8THB+7\ndhr/Ht9b4euRfWDCkoj09p2PwZUHN/XHzo5OGNd5sO7gwXkgepHwDd1eBfzqWDFCIhsgvlmT972o\nkXqf/74/N9EOS4UmLAHjw3eiLxwt4R1EREREQmqVwhKWZuhhWSiiWQcMbttDsPY/0dwEIjEmLIlI\n73fR7spBbXogwNNX1+Nu41RAW1QqDp9aQLfXrBofkW1Q2A5LUyXhdpSwrOYTiAGtuwnWluz6W6Jo\niIiISI4Mhu7IOGFpLNlamYQlALzYb7zgePupaPx5gG14yDQmLIkIAHA/JQGbju0SrD1eOIzi3Gbg\nQpTwDQPmAM7u1gmOyJYorYelqZJwccJSoT0sC02KeEhwvPHoTtxLiZcoGiIiIpIbcUJPXFItJ5bY\nHdo2pDnC67UUrM38cx7SszPM/lmkDExYEhEAYNm+tYJhO/Wr1UHnRqFAfg6w6V3hySFdgRYjQWSX\nlNbD0mBK+H+3BuKhOwreYQkAXRqHoWFQiP44X6sx2HVOREREZIpK9FBbziXh4mRrZXdXFl7jo3Fv\nwNnRSb+WlJGKH7atrPS1SZmYsCQi5GvyDX4wn9h9lO4fpv3fAQmXi15QqYHBnxombYjshUEPS/ne\njAJgSfh/VCoVnogYLVj7fc8awYMcIiIiIlPEPx0pqSRcPFCooloHN8GL/R4XrM2L/AXbTu43y/VJ\nWZiwJCJsOb4Ht5Pu64/dnF0xrtNgIO0usPNz4cntJgHVW4LIfilsh2WZS8ITrROOhMZ0HAh3Fzf9\n8b2UeINWGURERETGGOxClHPCUnQsHihUGc/2fhjebp7643ytBq/+NhsZ2Zlm+wxSBiYsiQi/7hQO\nlxjdvj983L2ALe8DuelFL7j5An1mWDc4IlujtB6WLAnX83bzxEMdBgjWft35l0TREBERkZyoxSXh\nMr5H1GqFD+TNURJeyNfDG1+Mf1dwzfi0JLzwy/vIzc8z2+eQ/DFhSWTnzt+5gr3njgjWJvV4CLhx\nCDi2Qnhy7+mAe4AVoyOyQYrrYWmiJNzVV7iclSTrnQJlJR6+E33hKM7cuiRRNERERCQXBlPCtfK9\nb7JED8vihoX1xkui0vAtx/fgk7Xfm/VzyHpuJNzBV5G/mPWaTFgS2bklu4S7Kzs0aI3mNeoDG94W\nnlitGdDuSStGRmSjlNbD0lRJuJMr4ORetK7VADlp1gtLIk1r1kfHhm0Fa+K/J4mIiIjExCk9Oe+w\ntFQPy+JeGTARwYE1BWuLti7DL6xukY2CggKcvnkBby79BO2mj8QP21aU/qZyYMKSyI6lZ2dg1YGN\ngrVJEQ8BR5cDt2KFJw/6FHBwtGJ0RLZKaTssTZSEA3Y3eKfQJNHwnb8ObkZaVoZE0RAREZEcqNXC\n9IpWxveI4lSruXdYAoCXmwdWvjIfgV7C+81pK7/Ab7v/Mfvnkfk8SE3ED1Er0HnmGPSa8ziW7l1r\nkc9hwpLIjv11cDPSizU3ruLtj0FNQ4GtHwhPbD4cqB9h3eCIbJXBDZt8n54DMF0SDgDu/sKX7GDw\nDgAMatsD1XwC9ccZOZn48+Am6QIiIiIimyfehSjepSgnhjssLaNu1dr4bvIsg4ToO8s/w/yNv8r6\nv6ES7T8fixd+nomwacPx/l9f48qDmxb9PCYsiexUQUEBfhWVOY7vOgLOe74C0osmhsPRFRgwx8rR\nEdkwccJSK9+n5zriHZbFfm2Hk8IBwMnBEeO7Dhes/brzL940ExERkUnipJus7xrECUu15VJH3Zu2\nx6InP4STqJpv7rofMGPVV8jJy7XYZ1PprsffxteblqDd9JEY9dUL+OfwvyaHI/l7+pr1s1nfSWSn\noi8cxbnbl/XHDmoHTGreCvhtqvDEbq8CfsFWjo7IhhlMCZe5kkrCPQKFr2XEWz4eGzG+63DM37QE\nGq0GAHDh7lXsOx+Lro3DJI6MiIiIbJFBwlLGD7W1VuhhWdyI8L7QaDR48dcPBOs/7/gThy+dwLKX\nvkQVbw5/tZa0rAysi4nC+tjt2Hn6YKnnt6vXEhMjRiGifjiqflPVbHEwYUlkp37dKdxdOaB1d1Td\n9zmgzS9a9KkFdHvNypER2TqF97As/v15iEvCEywejq2o7lcVA9tEYEPsdv3arzv/ZMKSiIiIjDLc\nYSnfPZaGU8It/5mjOwyAo4MjXvv9I2TmZOnXj18/i3bTR2HBEzMxLKy35QOxU6lZ6Yg+H4slu//B\n3rNHkKfJL/F8fw8fjOk0CI92HobGNeoCAJKSzNvvnglLIjt0N/kBNh3bKVh7vUFNYMe3whMHzAac\n3UFExRhMCVdYwrL4Ham7/e6wBHTDd4onLDcd243r8bdRJ7CGhFERERGRLVKLE5byzVdaZUq4McPD\n+yDAyw9PLHpLMGshOy8HzyyejtWH/sWHY6egdkB1q8SjdOnZGdh4bBeiTuzD1hP7kJWbXep7OjZs\niyciRqFviy7wcLVsroAJSyI79PueNcj/r8wRAJoH1UGzuJ+EJ4V0AVqMsnJkRDJgkLCU8d0oAMMe\nliWVhNvPDksA6NwoFE1r1seZW5cA6KZ9/rLzL3zw0CsSR0ZERES2RpzUk/WUcHHC0hpbLP/TtXEY\n9s1ahWcWT8fBi3GC1zbF7cK/J/bi5f6P4+X+EyyeMFOi+LQkbDq2C5FHd2D3mcNl+n3avFZDjOk4\nEKPb97dqaT4TlkR2JicvF7/vWSNYmxviBdXFon6WUKmBwZ9aZ+8/kdyI/1zI+GYUQMlTwsUJy0z7\n2mGpUqnwdK+H8frvH+nXlu9bhzeHPAlPVw8JIyMiIiJbY1ASLuOH2oYl4db9ubCaTyCWvzwfn63/\nEYu3/SFIqmm0GszftAT/HP4Xrw6YiDEdB8HZ0cmq8cmJRqvBoUvHsf1kNNbHbsfVMk72rlulFnq1\n6ISBbXqgS6NQq/8eAJiwJLI762K24X5q0S6pum6OCL++UXhSu0lA9VZWjoxIJgyG7sj3ZhRAKSXh\noieodrbDEgBGte+HOau/RWJ6MgBdf58/ojfiyZ5jpA2MiIiIbIpadI8o6x6WotDF5e7W4OHihlkP\nvYpezTri7eWf4Vr8LcHr1+Nv442ln+Dt5Z9hQreReKb3ONStWtvqcdqarNxsRF84igMXjmH3mcOI\nu36mzMlzbzdP9GvVDY90HoIuNtC3nQlLIjtSUFCAH7etEKx9V0sFVVJG0YKrL9B7hnUDI5ITpe2w\nLE9JuJ3tsAQAVycXTOw+CvM2/qJf+3nHKkyKGA21WmET44mIiKjCxLeI4knbciIuE7ZWD0tjIpp1\nQPSHf2Lepl/xzeb/ISsvR/C6RqvBr7v+wq+7/kK7ei3xUMeBGBraG/6ePhJFbF03Eu7g5I3z2Hcu\nBkcun8Sxa6fL9f4ALz8MaNUNg0N7onOjULg6uVgo0vJjwpLIjhy8GIcTN87rj0OdstA2SfQXWu9p\ngIf1+lIQyY7SeliKE66qEkrC7WzoTqEnIkbhmy3/009LvHz/Bradikbfll0kjoyIiIhshUq8w1LG\n94gGsUvcKkytVuONwU/iiYjR+OCvBfj74GajvRcPXz6Bw5dP4J3ln6F9/VYYEtoLHRq0Qas6jSUp\naTangoICJGWkIvbKKZy4cRZHr57G8WvncDflQbmv1axmAwwO7YmIpu0RVreFzf63YcKSyI4s3r6y\n2FEBFgRmAnnFlqo2Bdo/Ze2wiGRGYTssDW6mi5eE+wtfykoCtBpA7WDxsGxJNZ9ADA/vg78Obtav\nLd62kglLIiIi0lNSD0txBY6tJLQCPH2x8ImZeGvIU/jm39/x54FNJidbH7p0HIcuHQcA+Hv4oHVw\nU3Rq1BbNazVEaN3m8POw3R2YmbnZOH/nCs7cuoSzty/h/O0rOHXzgqC1W3n4eXijV/NO6NwoFIPa\n9rDp7704JiyJ7MS1+NvYdGy3/niocxoa5N0TnjT4U8CBfy0QlUhpPSxLKgl3cNK1ichO/u/UAl3S\nUrzz0g483ethQcJy99nDOHPrEprWrC9hVERERGQrxCk9OScsDTZYShOGSXUCa+CzR9/BBw+9il92\n/IkV+9fj0r3rJs9PzEjBjtMHsOP0Af1acGBNhFSpiYZBIahXrQ6CA2sgpEot1PIPgrOjk8WStFm5\n2dBqtbidfB93ku7j4r3rSMpIwZX7N3H+zhXcTX6AB2mJlfr9U8XbH50bhaJDgzbo1bwjggNr2kzS\nuTyYmSCyE7/s/FO/bd4ZWszyThSe0HQwUL+H9QMjkhuDu1G577AsoSQc0LWIKExYArqycDtMWLYO\nboIODVrj4MU4/dpP2//Al49PkzAqIiIishWKGrpjozssxdydXfFS/8fxYr/xOHgxDutjt2FdzDY8\nSE0s9b3X4m/hWvwt7DpzyOA1f09f1K1SCz7uXnBxdEZVnwB4urrD2dEZjg4OcHVygaPaAQUogLOj\nM1Iz06BWq5GZk4V8rQaZOVnIyctFSlY60rLSkZ6diZz8XKRkpuFGwh2z/jdQqVQIq9sCLWo3Qljd\nFmgb0gwNgoLN+hlSYcKSyA6kZ2dg+d51+uNJrkmogcyiE9QOQL8PJYiMSIYMelhKE4bZlFQSDuiS\nkwmXio7ttI8lADzda5wgYfn3oS2YNvIFBHj6ShcUERER2QRxUk+rle9DbfHuPnEy1taoVCp0bNgG\nHRu2wZyxr+PkjfOIPLoDe8/FIPbKKaP9LkuSmJ6MxPRkywRbSXUCa6Br4zC0qtMEbUKa6ROrSsSE\nJZEd+CN6I9KydZPAfVUavO4hSji0mwxUaShBZERypLAeliWVhAOAZzXhccoty4Zjwwa07o5a/kG4\nmXgXAJCdl4Ole9bg1YFPSBsYERERSc6gh6VEcZiDeMK5lFPCy0ulUqFlncZoWacxACAjJwuX7l3D\nwQtxOHgpDkevnMKd5AflTmJak0qlQkhgTTSpUR9NatZD4xr1UNu/OprUrA8PFzepw7MaJiyJFE6r\n1eKn7X/oj6e4P4CPSlN0gosX0OtdCSIjkiml9bA0KAkXve5XR3icdM2i4dgyRwdHTO4xBh/+s1C/\n9uvOv/F838fg7OgkYWREREQkNbWChu6IY7fRivAy8XBxQ6s6TdCqThM83XscAF0fydM3L+LEjXO4\n+uAWzt25jIS0JFy8dx2ZOVkWjUetUkOlUiHItwqqevujln91BPkGol7V2qjmE4j61YJRKyDIrhKT\npjBhSaRwUSf348qDmwCAYHUuJrsmCU/o/oZd9qMjqjDxHZsNP50tE4N7adH35ytKWCabbmhuDx7t\nMhRfRP6kv5m9m/IA62Ki8FCHgRJHRkRERFIS70K05R18pZFLD8uKcnN2RVi9Fgir18LgtZy8XFy6\ndw2pWRm4m/wA6dkZSMlK/68nZRpy8nKh0WqQm5+HgoICaAsK4OfhDWdHJzg7OiEnLxdVfQLg5OAE\nN2dXuDo5o5Z/EFydXeDs6Ixa/tXg6eohwXctP0xYEinc4u0r9b+e4XEPzqpi//j41AY6Py9BVEQy\nZtDDUr5Pz3VKKQn3EzXtTrLvhKWvhzfGdRyMX3f9pV9btHU5RrcfoLibeSIiIio7Jd0HGOywlFFJ\neGW5ODmjWS22S7MFtt05lYgq5cT1c9hz9ggAINwxE0Nd0oQn9J0JOHGrOVH5KG2HZSlTwsUJy2T7\nLQkv9HSvsYIfSk7dvIDdRiZMEhERkf0wlrCUa1m4QdwKSsaSfDBhSaRgi7Yu++9XBfjA457wxRpt\ngVZjrB4TkewprodlKVPCfWsLj1NuAloN7Fm9anUwqE2EYO07/d+3REREZK8MJoXL9MF2KXeHRFbB\nhCWRQt1IuIO1MdsAAEOd0xDuJGoePPAjQM2/AojKTWk9LEsrCXfxAtz9i441eUDaXcuHZeNe6Dte\ncLzrzCGcvHFeomiIiIjIFqhF91Hy3WEpvL9V8+dGkgB/1xEp1OJtf0Cj1cAZWkwX765sOhio21Wa\nwIjkTmk9LEsrCQcAX/axFAur1wIdGrQWrC3iLksiIiK7Jr6L0sr0PtGee1iS7bDroTsajQaxsbG4\nefMmXFxc0LBhQzRsaJ7mqhs2bEBycnKp59WrVw+dO3cu9TxLxkrKk5yRiqX71gIAJrkmIcQhr+hF\ntQPQ70OJIiNSAoXtsCytJBwA/OoAt48WHSdfA9DJklHJwgt9H8PBi3H64zVHovDuiOdRyz9IwqiI\niIhIKuKScPnusFT2lHCSB7tMWBYUFGDRokWYPXs27t4VlrWFhoZi4cKFZUoilmTq1Kk4depUqec9\n9thjJX6WNWIl5fnfntXIzMmCr0qD19wfCF9sNxmowmQ3UYUprYdlaSXhAOBbR3jMHZYAgL4tu6Jh\nUDAu3NUNItJoNVi8bSVmjZkibWBEREQkCXFJOHtYElWcXSYsX3zxRSxatAgAUK1aNXTs2BEZGRnY\nvXs3YmNj0b17d/zzzz8YNmxYpT+rXr166NTJ9C6ULl262EyspAw5ebn4afsqAMAU9wfwVRf7R9LF\nG+j1rkSRESmEQQ/LAt2XXJ88l6Uk3E+UsExmwhLQ9XN6vu9jeP33j/VrS/euw+uDn4SPu5eEkRER\nEZEU1OIdlhLFUVncYUm2wO4SlsuWLdMnACdOnIgffvgBLi4uAIBr165h0KBBOH36NB599FGcP38e\nNWrUqNTndevWDUuWLJFFrKQMfx/ajPupCQhW52Kya6LwxYg3AI9AaQIjUgpjN2yyTliWpSScPSxN\nGd1+AOau/QH3UxMAABk5mfjf7tV4ecAEiSMjIiIiqxMnLLVy3WHJhCVJz66G7mg0GsyYMQMA0LRp\nUyxevFifAASA4OBgrFq1Cmq1GhkZGZgzZ45UocoqVrIdWq1WP/Rhhsc9OBf/d8WnNtDpOWkCI1Ia\nRZWFl6UkXJSwTL5muXBkxsXJGU/1GitYW7z9D+Tk5UoUEREREUnFYEq4TO8RtVph3OKdo0TWYFcJ\ny7179+Lq1asAgFdeeQVOTk4G5zRv3hwDBgwAAKxcuRL5+fnWDFFPTrGS7Yg6uQ8X7l5DuGMmhrqk\nCV/sOxNwcpMmMCKlMSgLl+fTcwBlnBJeW3icchPQaiwXk8xM6DYS7i5Ff7/eT03A34c2SxgRERER\nSUGc2JPtlHB2sSQbYFcJy02bNul/XZjoM6bwtaSkJBw8eNDicRkjp1jJdnz37zIABfjA457whRpt\ngVZjJImJSJHEuxBlejMKoGwl4S6egHtA0bEmD0i9Y9Gw5MTXwxvjuwwXrH3771JomNQlIiKyK2q1\naOiOXEvC2cOSbIBdJSxPnDgBAPDz80NISIjJ80JDQw3eU1H5+fmIjY3FP//8g9WrV2P//v3Iysqy\nyVhJ3o5cPoEDF49hqHMawp1Ev8cGfgSo7eqPO5GFKWSHpbFEq6kbUg7eKdEzfR6Go9pBf3zp3nVs\niN0hYURERERkbUrZYSluGcSEJUnBrjIYly5dAgDUqVOnxPOKv174nopatmwZwsLCMHr0aIwaNQpd\nunSBr68vHnvssRKvLUWsJG9fb1oCZ2gxXby7sulgoG5XaYIiUiql9LAsT8JS3Mcygf/mFFfLPwij\nOwgrIhZs/s1ghwIREREpl0p0j6iV6UNtgx2WLAknCdhVwjI1NRUA4OPjU+J5xV8vfE9F1a5dG926\ndcOYMWPQp08f+Pj4IDc3F8uXL0fbtm0RFRUlWaxJSUkmv5KTk8t1LZLWqZsXsPXEPkxyTUKIQ17R\nC2oHoN+H0gVGpFSK6WEpHrhTws1olUbC47snzR+OzL3cf4JgB0Lh381ERERkH8Q7LAtkeo9o0DCI\n+UqSgKPUAVhTRkYGAAimbRvj6upq8J7ymjJlCnr16oV69eoJ1nNycrBw4UJMmzYNaWlpGDVqFE6d\nOoXatYUDDawRq7+/f7nOJ9v19aYl8FVp8Jr7A+EL7SYDVRpKExSRkimlh6U4bmMTwgtVbyk8ZsLS\nQIOgYAwN7YV1Mdv0a19vWoK+LbuwlIqIiMgOiP+9l2tJuLj3pnj6OZE12NXvusLkX15eXonn5ebm\nGrynvJ566imDZGXh9d58800sWrQIAJCWloa5c+dKGivJ26V717E+djumuD+Ar7rYPywu3kCvd6UL\njEjRFLLD0iDuEpJqQS2Ex3dPyDdRa0GvDnxCcBxz5ST2nYuRJhgiIiKyKnFiT7ZDd9jDkmyAXSUs\nvby8AJS+E7H4656enhaJZfLkyWjQoAEAYP369QavWyPWxMREk1+XL18u17VIOgu3/A91VDmY7Joo\nfCHiDcAjUJqgiJROKT0sy1MS7lcXcC7270xWMpByyyJRyVnzWg3Rp2UXwdr8TUukCYaIiIisyqAk\nXKI4KsugCEeaMMjO2VXCslatWgCAW7dK/gHr5s2b+l+LS7XNRaVSoWPHjgCAGzduCHZKAtaJ1c/P\nz+SXr69vua5F0riRcAd/HdiEGR734Fz8XxGf2kCn5ySLi0jxlNLDsjwl4Wo1ENRcuHb3hPljUoAp\nol2We88dQcxlltATEREpncEOS5neI3KHJdkCu0pYNm+u+0Hrzp07SEpKMnnemTNn9L9u1qyZxeIp\nXsItLv22tVjJNi3augxt1GkY6pImfKHvTMDJTZqgiOyBQcJSps/Py1MSDhiWhd9hwtKY8Hot0aVx\nmGBt/qZfJYqGiIiIrMWgh6VcS8IN7m2ZsCTrs6uEZY8ePQDo/vDt3r3b5Hk7duwAADg5OaFLly4m\nz6uswmSjt7c3PDw8BK/ZWqxkex6kJmD5vnX4wOOe8IWabYFWY6QJishuKCRhWZ6ScAAI4uCdshLv\nstx6Yh9O3bwgTTBERERkFWq1MMVimPiTB3Hc3GFJUrCrhOWgQYP0icEff/zR6DnJycn4888/AQD9\n+vWDj4+PRWKJiYlBdHQ0AKBnz542HSvZpu+jVqCvKh7hTlnCFwZ8pCvdJCLLUUoPy/KUhANAdSOD\nd8ioro3DEVpXWEL/NXtZEhERKZpiSsJF94ji3pxE1mBXWQ1PT09MmTIFALBx40b89ttvgtc1Gg2e\nffZZpKXpymtnzJhh9Drr16/H0qVLsWrVKqOvnzp1CpmZmSbjOHHiBEaNGqX/S+DNN9+0WKykTMkZ\nqVi+6y9MF++ubDoYqNtVmqCI7IlieliWsyS8WnPh9554GcgteTicvVKpVAa7LNfHbsfZ2xxqR0RE\npFTixJ5Wrjss2cOSbICj1AFY27Rp07BlyxYcOXIEkyZNwubNm9GjRw9kZGRg+fLliImJAQC8/fbb\n+qE4Ym+99RbOnTsHHx8fjB071uD12bNnY926dejVqxeaNm2KoKAgBAQEIDExEXv37sX69euRn58P\nAJg1axa6djWeYDJHrKRMP27/A2NVtxDiUNT7tEDlAFW/DyWMisiOiHciyvRm1LAkvJTnmM4eQEB9\nIP7if28vAO6dAmq3t0x4Mte3ZVc0r9VQXwpeUFCALzf8jMXPfCRxZERERGQJBj0sZfpQ26AknD0s\nSQJ2l7B0d3fHpk2bMGnSJGzYsAErV67EypUr9a87OjpixowZmDlzZoU/o2XLlti4cSMiIyMRGRlp\n9Jw6derg008/xcMPPyxprCQ/yRmpWLVtKaLcHwjWVe0nA1UaShQVkb1R6A7Lsjw9D2pZlLAEgNtx\nTFiaoFKp8MbgJzH5h6n6tf+zd9/hUVRtG8DvTa+kQiChEwi9CIQSmnTpRRQFBAFBQOUVFFDEhqiI\ndAFp0gRBlF6kg/QSIr2XJISEENJ7sjvfH/vtkNmSutnZTe7fdeUic+bsnGc3S3L2mVN2Xz6Cm09G\noG5F/r4mIiIqaXRGWKos86Y217Akc1DqEpYA4O3tjd27dyM4OBj79u1DeHg47O3tUatWLQwcOBC+\nvr65Pr5Pnz54+vSpzkY5GtOnT8eUKVNw+vRphISEIDIyEjExMXB0dETFihXRsmVLtGvXDtbW1sUe\nK5U8y4/8gdHWoXC3eploEOxdoej4mYxREZUyJXYNy3x0Ris0Aq5vf3kcfhFo8Z5x4ypBXmvcHg0q\n1cK18Lti2dy9q7F67I8yRkVERETFQaHVR9SeWm0pdKaEyxQHlW6lMmGp0bRpUzRt2rTAj/vpp5/y\nrGNra4sOHTqIu30XVWFjpZIlLiUBB46twz9OsZJyRftPAGdvmaIiKoW0E3sqSx1hWcAp4QBQuYX0\nOOy88eIpgRQKBT7pNRrDl00Ry/aGHMf18LuoX6mWjJERERGRsWlvuiNY6Cwc3XvaTFmS6ZWqTXeI\nLN2vhzbhY5tQ2OX4e6Eq4we0el++oIhKoxIzwrKAm+4AgF8TwCrH/c7YR0BytFHDKmm6NmyLhpVr\nS8rm7lktUzRERERUXErKpjvaa29qJ2KJTIHvOiIL8SI5HpdPrEFv+yRJuVXXrwFbR3mCIiq1Ssga\nlgXddAcA7JwA30bSMo6yzJVmlGVO+6+cwNWw2zJFRERERMXBykral1JZ6Cwc7TUs87VsEJGRMWFJ\nZCF+PbgRU+1CJWXKCo2BhoPkCYioNNPZJdwyO6O6m+7ks1vAaeEF1qVBEBpXqSsp+3nPKpmiISIi\nouJQUkZYakfNdCXJgQlLIgvwIjkeT0+vRDPbNEm5dY/vASv+NyYyOe27zBbaGS3ULuEAULml9Dj0\nnHHiKcEUCgU+7S0dZXnw6in8F3pLpoiIiIjI2LQ33dGeWm0xuEs4mQFmOogswIoD6zDFLlxSll2r\nO1CtjUwREZVyOglLC+2Mak9TKuwIy6chQHqCcWIqwTrWa4VXqtWTlM3ZvVKmaIiIiMjYFFpjES12\n0x3tXcKZsCQZMGFJZOaeJ76A1blfUcU6SyxTwQo2r82SMSqiUq6kbLpTmDUsAaBMBcDb/+WxMgu4\nc9B4YZVQCoUCn/Z6T1J25PoZXHxwVaaIiIiIyJisrLQTljIFUkTaa1hqJ2KJTIEJSyIzt2rXL5hg\nGykpUzYfAZStKU9ARFSCp4QXoFtQp5f0+N7hosdTCnSo2wLNqzeQlM3avlR3cXsiIiKyONq7aVvq\nlHDtfon22pxEpsCEJZEZC4t5iqpXfoOL1cs/dOk2TrDtMkPGqIhId9MdC0026XSiC9AZrdVVevzw\nhOW+DiakUCjwWb9xkrJz9//D0RtnZYqIiIiIjEV30x3LTFhqbxbEKeEkByYsiczY5r9n4U27OEmZ\nTecvACcvmSIiIrUSsoaldoKxIJ3RSs0BW8eXx4lPgZh7xomrhGtd6xW8Wk+6cdH3O5ZBpb2mKBER\nEVkU3RGWlnkzl2tYkjlgwpLITN2OeIC2D/9GzmVQEp19YdNqrHxBEZFaSVnDUjvRalWAboGNPVC1\ntbTs/tGix1RKfN5XOsryxpN72BnMafVERESWTDuxZ6k3I7mGJZkDJiyJzNSRLVPRyjZVUubcfwFg\nbStPQET0UknZJVznrn8BO6M1XpUeX9tWpHBKkwaVA9C/uXRa/Y87lyMzO8vAI4iIiMjcWWnd/LXU\nNaqL2kUkMgYmLInMUMi9YPR+fkxSFu3TFNa1u8sUERFJlJQ1LAu7S7hG3d7S47BzwIuHRQupFJnS\n+z3YWFmLx6ExEdh4aqeMEREREVFRlJQ1LHWmhDNjSTJgwpLIDN3cOgmVrV+OslFCgbJv/ipjREQk\nVVJGWBZhl3AA8KwGVJauxYgrfxYtplKkWrlKGNKmr6Rs3r7fkJKRJlNEVBwSEhKQlJRUrG0kJSXh\nxYsXUCqVxdoOERHlTjuxZ7FrWGrvEl6QZYOIjITvOiIzc+7yfvRL+U9S9iygPxTlAuQJiIh0ldQ1\nLAuzoHrjwdLj2/sLH08pNKnnSDja2ovHzxNjsfLIZhkjImN48OABRowYAQ8PD7i7u6NMmTIoW7Ys\nxo4di4iIiCJdOzo6Gr///jtGjx6NOnXqwMXFBWXKlIG3tzccHR3RsmVL/PLLL8jIyDDSsyEiovwq\nOVPCpX1Ejq8kOTBhSWRGVCoVEnZ+CmfFyz9sSQp7+A6cJ2NURKSjpK5hWdARlgBQt5f0+GkIEBda\n+JhKGR83b7zXSZr0/eXgBjxPjJUpIiqqAwcOoFGjRli3bh3i4+Ph6uoKJycnxMTEYMWKFWjQoAHO\nnTtX6OsvWrQIw4YNw+rVq3H79m2kpKTAxcUFXl5eyMrKwvnz5/Hhhx+iefPmRU6OEhFRwehsumOh\nfUSdLiJ3CScZMGFJZEaOHFyGbsowSVl8yw8AJ0+ZIiIivXQSlpZ597zIU8IBwKUcUKm5tCx4Q+Fj\nKoUmdB0Kd6cy4nFyeirm7FkpY0RUWA8ePMCgQYOQkpKCatWq4eTJk0hMTERKSgr2798PHx8fxMXF\noU+fPoiOji5SW02aNMGKFSvw5MkTJCUlISYmBuHh4Rg/fjwA4Nq1a+jRoweys7ON8dSIiCgfrLT6\nUhY7JZxrWJIZYMKSyEykZqTB++QPkrKntp6o1H26TBERkWElZYSldtyF7Iy+MlR6fPl3QMW19PLL\nzckVk3qOlJT9fnIn7jx9JFNEVFhffPEFkpKS4ODggH/++Qdt2rQRz3Xv3h27du2CtbU1nj9/jpkz\nZxaqjerVq2P79u24fPky3nvvPfj5+YnnKlasiCVLluDDDz8EAFy9ehWbN3OJASIiU9HedEd7arWl\n0J7KzhGWJAcmLInMxPE/p6KJIlFSZt3rJ8DaRqaIiMigkrKGZVF3Cddo+Dpg5/zyOPEpcO9Q4cMq\nhUa0H4hqZSuKxypBhW+3LZYxIiqoFy9e4K+//gIADBkyBLVq1dKpExgYiB49egAA1q1bV6h1JkeO\nHIl+/frlWufzzz8Xvz948GCB2yAiosLRGWGpssw+IkdYkjlgwpLIDDx/EYFGtzZJyu6WCYBP0zdk\nioiIcsUp4VL2rkD9AdKyS+sLd61Sys7GFjMGfCApO3L9DE7cPC9TRFRQ+/btE6dfDxgwwGC9gQMH\nAlDv7H3s2LFiiaV8+fJwcHAAADx79qxY2iAiIl26U8JLxghLKysmLMn0mLAkMgPBv78PP6tM8ThL\nUKD84BUyRkREudJO7JWYhGURrtXsHenxnf1AfHgRLlj6vNa4PVr6N5aUff33Iig5vd4ihISEiN8H\nBgYarJfzXM7HGFN0dDTS09MBAJ6eXAebiMhUtO9pW2rCUnftTSYsyfSYsCSS2f1759Eu+l9J2e1K\nnVCmchOZIiKivJWUNSyNNCUcACoFAuXqvDxWKYF/5xX+eqWQQqHA14MmSspuRTzAlrN7ZYqICuLO\nnTsAABcXF3h7exusV7VqVfH727dvF0ssGza83Piqbdu2xdIGERHpUpSUTXe4hiWZASYsiWQW+ed4\nOCle/kGIhy0ChiyXMSIiylOJHWFZhG6BQgEESac0I3i9ej1LyrfGVepgYGA3SdmPO5cjJT1Vpogo\nv2JjYwEg12QlADg6OsLJyQkAEBcXZ/Q4nj59iu+++06MZejQoXk8QldcXJzBr/j4eCNHTERUcmhP\nCddO/FkKrmFJ5oAJSyIZhZxcj7Zp9yRl4Y1Hwc61rEwREVG+6KxhWUJGWBa1M9p4MOBR9eWxMgs4\nv6po1yyFPus3Dg629uJxdOILLPpnnYwRUX4kJycDgLh2ZG4cHR0ljzGWzMxMDBo0SEwqzp8/H2XK\nlCnwdTw9PQ1+Va9e3agxExGVJNprPVpqwlJnX0bmK0kGTFgSySQrKwOOB6dLyh5buaF+v1kyRURE\n+aYzwrKEJCyLMsISAKxtgTYfScsurAYyU4p23VKmomd5jOk0WFK27PAmPIrmmqDmzMpK/f8nPx9O\nVSqV5DHGIAgC3nvvPZw5cwYAMHr06EKNriQiosIr7k13BEHAqTvBmLt3NcasnI4Ry6Zg+pa5+OPM\nHqRnZRivHe0RlsxYkgxs5A6AqLQ6/8f/0EZIkJRldf0WChtbmSIionzTSexZ6t1zI04J12jyFnDo\nWyA9Xn2cFgecmAt0+bLo1y5FPur+Drac3YtnCTEAgMzsLHy5dQE2TJgrc2RkiIuLCwAgNTXv6ftp\naWmSxxjD5MmTsX79egBAnz59sGzZskJfSzO9XZ/4+HiOsiQiMsBKK7FnzITlmbuX8dPulTh3T/+G\nbTO3/YIxHd/EuC5DYG9rV6S2dHYJN0YfkaiA+K4jkkFM1D00uLNZUhbiEoCabd6VKSIiKpiSMiVc\nO2FphLvnds5A4Chp2ZmlQHJ00a9dirg4OGPGgAmSskPXTuPwtTMyRUR58fHxAaDeoTu3UZbx8fHi\nDt6axxTV119/jfnz5wMAOnXqhD///BM2NoUfl+Dh4WHwy93d3SgxExGVRMW16c6qo1swYN54g8lK\nAIhNjsePu5ZjyC+T8CI5vkjtaSdaOb6S5MCEJZEMHq4fATeFUjxOEaxQedgaGSMiogLRWcPSQkdY\n6ixQZKRuQftJgEu5l8dZqcC/841z7VJkYGB3BNZoKCmb8ec8ZGRlyhQR5aZOnToAgIyMDISHG56+\n/+DBA53HFMXPP/+Mb775BgAQFBSEnTt3wt7ePo9HERFRcdAZYakq2k1tQRDw7d+L8cWf+e9Hnbpz\nCZ1mDsP9qNAitCs95pRwkgMTlkQmdu/8ZgQmXpOUXa3RD15+9WWKiIgKrMRsulMMU8IBwN4VaDdJ\nWnZhNZAQYZzrlxIKhQKz3pws+ZDw6PkTrDiyOZdHkVxatmwpfn/69GmD9XKea9GiRZHaXLp0KT79\n9FMAQPPmzbFv3z44OzsX6ZpERFR42om9oo6w3HByB5Ye2qhTHuBbHR92eweTeo7Cq3Vb6pyPSniO\n91fPQEpGWqHa5RqWZA6YsCQyIVVWJqz3TpGUPYILmg0t/DpTRCSDkrqGpTEn/DQfCZTxfXmcnQ7s\nn264PunVoHIAhrXtJymbv38NIuM4xd7cdOnSRVyTcuNG3Q+XGps2bQIAVKhQQZLkLKi1a9figw8+\nAAA0btwYBw4cKNSO4EREZDzaaz0KRbipffnRdUzfIl272sHWHstHf4fjMzZiev/xmNL7Pfzx0QKc\nn/k3Anyl6wtfD7+Lob9MQmZ2VoHb1l3ahAlLMj0mLIlM6Mpfk1FdFS8pS+j0NWztHOUJiIgKp8SO\nsDRiZ9TWAXh1mrTs+jYgwvDaS6TftD7vw8P5ZSIqNSMN3277RcaISB8HBweMGzcOALB3714cOHBA\np87GjRtx/vx5AMDHH3+sd8RKTEwMnjx5gidPnhhcC3Pr1q0YPXo0BEFAvXr1cOjQIXh4eBjx2RAR\nUWFoTwnPbU3j3GQps/Hxhu+RpcwWy5zsHbH1f4vRt1lnnb8fVcr64Z9pv6FLgyBJ+dl7IVh5dEuB\n29eOmyMsSQ5MWBKZSFL0A/hf/11SdtaxJhq/OkamiIio0LRHWFrqGpbacVsZuVvQdBjg21hatm8a\noFLqrU76ebq4YWqfsZKy7RcP4uTtizJFRIZ8/vnnqFGjBgCgf//++Pnnn3Hz5k1cu3YNX3/9Nd59\nV725XqNGjfDhhx/qvcbgwYNRqVIlVKpUCSkpKTrn9+/fjyFDhkCpVKJChQpYu3Yt0tPTxSSn9tez\nZ8+K7wkTEZGElZVxNt1ZdXQL7jx9KClb+M4MNNda2zonRzsHLB7xFRpUqiUpn7t3NZ4WcGaGdtTa\niVgiU2DCkshE7q17B645NtpJFKxQacgqGSMiosIrIZvuFNcalhpW1kCXL6VloWeBc8uN204pMKxt\nP9TX+gAyddNPSM/KkCki0sfd3R379+9H7dq1kZaWhk8//RT16tVDw4YN8c033yArKwuvvPIK9u7d\nCwcHh0K1sXHjRmRlqaf3RUZGonnz5mKCU99X+/btjfkUiYgoF7prWBZ8Fs7TuGjM2SP9nPhGyx7o\n3bRjno91dy6DPz5aCHcn6cyMb/5eVKAYtKeyc4QlyYEJSyITuHtmA15JkG60c6FKb1Ss2kSmiIio\nSLiGZf75dwJqdpaWHZkFJEUZv60SzNrKGj++9ankA8PD6HAs+me9jFGRPjVr1kRISAiWLVuGbt26\noXbt2qhTpw569uyJ3377DefOnYOfn5/Bx5ctWxZ+fn7w8/PTGakDAJ6enuL5/HyVL1++OJ8uERHl\noL2GZWFGWP6w81ek5tgsx83JFTMGfJDvx3u7emBaX+nMjJ2XDuPC/Sv5vobOlHCuYUkysJE7AKKS\nLjszDbb7peu43YML2gz/VaaIiKjISsoaltqMPcISUL9WA5YCC5oBGYnqsowkYO9U4M21xl03s4Rr\nVr0BhrXth/X/bhfLfjmwHv2bd0HN8lXlC4x0ODg44P3338f7779f4Mf+8ccfuZ5ftGgRFi0q2EgZ\nIiIyDe2p0wUdYRmd8AI7Lh6UlH3ebxzKlvEs0HWGte2HTad34WrYHbFs1bE/EejfKF+P113DskDN\nExkFR1gSFbOLGyegmpAkKUvuMhMO9s4yRURERVZi1rAs5inhGq7lgc5aO4Rf3w5c+7t42ivBpvcb\nL/nQkpmdhSkbZxd6UX8iIiIyHp1dwlUF+/u8/uR2yUY71cpWxNA2fQsch7WVNb7oP0FSti/kOKLi\nn+fr8bp7hDNjSabHhCVRMYoMvYIG97dJys641EWT9qNkioiIjKOEjLAszl3CtQW+B1TQuqu/7zMg\nPaH42iyB3JxcMXPQx5Kys/dCsOXsXpkiIiIiIo2irGGZmZ0lmUUBAKNeHQRrK+tCxdK2dnPULF9F\nPM5WKfHLgQ35eix3CSdzwIQlUTEK+/1duChe/pFKEKxR8511MkZEREZRYtaw1Iq7uEZYAoC1DTBo\nJWBt97Is+Rmw83+WO0JVJn2bdcardVtKyr79ezFeJMfLExAREREB0J0SLhSgj7jn8lFEJ74Qj53t\nnfBmq16FjkWhUGBE+9clZRtP7URKemqej9WOW3vkKJEp8F1HVEwuHlyEFmn3JWW36ryNsr4BMkVE\nREZTUtawNNWUcI1ytYG2/5OWXfsbuLS2eNstYRQKBX5861M42NqLZbEpCfj6L65rSEREJCeF9qY7\nBZgSvu5f6cy8N1v1gKtj0ZYRG9KmDyq4lxWP07IycOja6Twfp1Jp9xGLFAZRoTBhSVQMEhOfw+fE\nLEnZPSsPBA5eIE9ARGRcOglLCx0haIpdwrW1nwz41JOW7fsMeH6v+NsuQaqU9cPkntLlRbae24cj\n18/IFBEREREVdtOdZwkxuPDgqqRsZIdBRY7HwdYe/Zp3lZTtCj6c5+O4hiWZAyYsiYrBpVVvo7Ii\nTTxWCYB13wWwsrGVMSoiMp4SMsJSuztqiuk+to7AW+sBuxwjBrJSgY2DgcyU4m+/BHm/y9uo7VtD\nUvbJ7z8gMS1ZpoiIiIhKNysrrU138nlT+8CVk5K6jarUgX+O9SeLom+zzpLjI9fPIikt9z4X17Ak\nc8CEJZGRBZ9cj/YvzkvKQsq1RPWm/WWKiIiMrjh3CX/xELh3BHh8Bnh+t3hHb+pM9zFRZ9S7JtBj\ntrQs5h7wzxemab+EsLW2wYLhX0gW44+Mf46v/1ooY1RERESll/Zaj/kdYbn/vxOS4x6N2xstpkaV\na6OKt594nJGdiYNXT+b6GO01LDnCkuTAhCWRESWnxMP1n2mwzvH7/BkcUG/UJvmCIiLjM/Yalsps\n4MwSYFELYH5jYF1/YFV3YGEzYFFz4PBMIOVFnpcpMFPuEq6t6TCg8WBp2YXVQPDvpouhBGhcpQ7G\ndxkiKdt0ejeO3zxv4BFERERUXAozJTwxLRmn7lySlL1mxISlQqFAn6adJGU785oWrjPC0mjhEOUb\nE5ZERnR69XDUUkin4iV2+Q4OLt4yRURExUJnhGUREpYvHgC/dlCv4xh9S/f887vA8TnA4pbqZJ5R\nR1zKMCVcbEsB9J4HeFaTlu+aCIRfMF0cJcDkXqNQs3xVadnvPyA5nVPsiYiITEln05189NuO3jiL\nLGW2eOzvUwW1KlTL5REFpz0t/PjN80jJSDNQW7e7yV3CSQ581xEZScjF7ejw7Lik7IpHQ9RsP0ae\ngIioGBnpNvPzu8Cq14DIq3nXTX4GbB8PbP8AUCmN076pdwnXZu8CvPEbYOPwskyZBfzxDhAfbtpY\nLJiDrT0WvPOF5MNERGwUvt32i4xRERERlT7aaz3q7Latx+k7wZLjbo3aGjUmAKhXsaZkWnhmdhYu\nP7pusL72yFCuYUlyYMKSyAhSM1JhvXMi7BUvb0XFwRY1R22RMSoiKjbGGGH5/B6wugeQFKV7zr0y\n4FFV/+MubwDW9gPSEwvepjadu/4ydEYrNgVeXy4tS3wKbBoCZKWbPh4L1bR6fYzt/JakbP2/23Hy\n9kWZIiIiIip9tKeE52dezJm7lyXH7Wo3N2JEagqFAq1rvSIpO3vvP4P1uYYlmQMmLImM4PDKEWiI\neEnZ83afwcndT/8DiMiyFXXTHWUWsPkdIDlaWl6vLzD5GvDJdWDyVeDTW0Cr94Ecm6oAAB6eALaN\nK/r0cO3HyzXdp35/oM1H0rKn/wE7P9LdGIgMmtL7PdTwqSwp+2jtt4hPMUJym4iIiPKkPXVayOOm\ndlT8czx4FiYe21hZo1mNhsUSW8uajSXH5+//Z7Cu7i7hxRAQUR6YsCQqojMXdqBT5AFJ2U3XWqjV\nZbJMERFRsSvqpjtnfwWe3ZCWNRsBvLkO8KjysszND+j5EzD+JOBSTlr/5m5g76dFS1rKPSU8p67f\nAHV6Ssv+2wwcmCFPPBbI0c4B84dNl0zbiox/jimbZut88CAiIiLj09l0J48br2fvhUiOG1etC2d7\nR6PHBQAt/RtLji8/vI7M7Cy9dXUn4TBjSabHhCVREbxIioNqx0Q455gKngwbVH13M3+pE5VkOom9\nAiSDEiKAo99Ly+oPAPosAKwM/FkuX1+dtPSpJy0/twK4uCb/bWuTc5dwbVbWwIBlupvwnF4MXFon\nT0wWKNC/ET7oOkxStiv4CP6+8I9MEREREZUeVlYF23RHezq49rRtY6rs7YsK7mXF47SsDFx8oH8d\ndU4JJ3NgI3cAcktMTERERATs7e3h5+cHe3t7o7eRkJCAyMhICIIAHx8feHp65utxN27cQFqa4Z27\nNLy8vFCtmnF3EaO8CYKA7StHYrRVnKQ8pvXHqFrOX6aoiMg0ijDCcv90IDPH7s0O7kCvnwwnKzXK\nVACGbAKWdQDScvzeOTADCOimHo1ZYGYyJVzD0R0Yvg1Y2V29yZDGzomAs7fuCEzS69Pe7+H4zXO4\nFn5XLPvsj5/Rwr8xKnlVkDEyIiKikk1n0508+ojaCctWNZsYPSYNhUKBtrWb489z+8SyYzfPISig\nqU5d7ZkZ2iNHiUyh1I6wPHz4MNq1awd3d3fUrVsXNWrUgKenJ4YMGYKwsLC8L5CL69evY9asWejS\npQtcXV3h7u6OOnXqoG7duvDy8kJAQABmz56N9PTcNxN488030bx58zy/ZszgdDk57Di+CQNijkvK\nwlyro2r36fIERESmo51czO9025j7wI3t0rIuX+pO9zbEsxowej9g5/KyLCMJ2PJu4XYON6cp4Rpe\nNYBhfwK2OaZDCSpgywjgwXG5orIodja2WDLyGzjYvrwJm5Segg/XfgulsXaYJyIiIh3aa1jmNsIy\nNjlBsn6ltZU1Aotp/UqNV+u1lBz/9/iW3nq6a1gyYUmmZwafTExv3rx56Nq1K06ePAlra2sEBASg\nYsWKSE1NxaZNm9CwYUMEBwcX+vo///wzvvjiCxw+fBjJyclwdHREQEAAateuDRsbG9y9exfTpk1D\ns2bNEBkZmef1vLy80LRpU4Nf1atXL3SsVDihzyPgcuAzeFq9/OCXAStUeHdL3qOkiKjkye8Iy4u/\nSZOb5RsAzd8tWFs+dYGuX0nLws4BV/4s2HUA85oSnpNfE2DQKmkCNTsD+H0w8OiUfHFZkFoVqmHG\ngA8kZefuhWDpoY0yRURERFTy6a5hafhG4X+hNyXHdf1qwNnBqVji0mhUubbk+MaTu3rXudaZEm4u\nfUQqVUpdZuXIkSP45JNPIAgCOnTogEePHuH27dsIDw/HsWPH4OPjg4SEBPTu3RuJiYXfVdPa2hqD\nBg3C4cOHER8fj9u3b+PWrVuIjo7GRx+pd0K9ceMG+vfvn+dC+L169cKlS5cMfn377beFjpMKLluZ\njV0rhqOLTbykPKn1/2BbLkCeoIjItAqzhmV2JhDyh7SszYe6O4DnR+BooMar0rJjP6p3Hy8InV3C\nzagzWrc30HeRtCwrFdgwCHh8Vp6YLMzIDq/rjKSYvXM5Lj+6LlNEREREJVtBRliGPJYmLJtUrWeg\npvFULVsRzvYvk6JxKYmIiHumU09nhCXXsCQZlLqEpSZZ6efnh507d6JixYriuQ4dOmDz5s0AgMjI\nSMyZM6dQbbRt2xZXrlzBn3/+iU6dOsHOzk485+HhgYULF2LkyJEAgPPnz+Off7gQviVZ9dePGJl6\nUVL23K06vLt9IVNERGRyhdkl/M5+IPXFy2MHd6Be38K1b2UN9F0IWOVYijr2kW5CNC/mOCU8p2bv\nAK9pbVCUmQKsHwiEnZcnJguiUCiw4J0v4OnsJpZlq5QYs/ILxKcU/qYsERER6WetNdsut6VYtBOW\njavWKZaYcrKyskK9itL9Fm7kWPNaQ3vtTe3nRWQKpepdFxwcjP/++w8A8OGHH6JMmTI6dTp06ICg\noCAAwJo1a/Ic/ajPqFGjUK9e7ndHJk6cKH5/7NixArdB8jhx/QyaXV4s2RU8XWED73f/AqxL/R5W\nRKWHdmIvP38rgtdLjxsNkq7TWFCeVYFXpLtB49hs9dTp/NJJtJrh3fOgD4BuWjMJMpOBdQOA8Iv6\nH0MiHzdvzBsmXVv5SWwUPl4/q1B9HCIiIjLMSmvmjFKl/6a2IAj4T2eEZd1iiyunehVrSY6vP7mn\nU0c7boW53dSmUqFUvev27Nkjft+nTx+D9TTnIiIiEBISUiyx+Pm93M31xYsXudQkc/EsIQZXfx+D\nZrbSnduzus6Ewpu7ghOVLgUcYZn6Arh3RFrW9J2ih9HhU8D65Sh+JIQDl9bl//HmPsJSo+3/gM5f\nSssykoC1/YEnhV9zurTo3rgdRr/6hqRs/5UTWH2sEOueEhERkUHaIxEN7RIenfgCMUlx4rGjnQNq\nlq9anKGJ6leqKTm+HqZvhKX0piZHWJIcStW77sqVKwAAFxcX1K5d22C95s2b6zzG2O7de3kXo2zZ\nsnnWT0pKws2bN3Hr1i3ExsYWS0xkmFKlxLzlEzDOWrqD/IuKreHaZrxMURGRbAqa2Lt3VJoc9KkL\n+DYqehzuFXU37Tm5EFBmF+565pqwBIAOnwCdpCMFkZGoTlo+/U+WkCzJjAEfoFEV6VSzb/5erDMd\njYiIiArPWpG/KeG3Ix5IjgMqVIeNiWbs1aukPcJSN2EpaCVatdfmJDKFUvWuu3tX/R+xSpUque5y\nVbVqVZ3HGNvq1avF7zt27Jhr3a1bt8Ld3R316tVD3bp14eXlhVq1amHmzJlISEgolvhI6pfdv2JM\n3BHY5HjbpNi6wGvoBvPapIKITEO705bL+kQAgLsHpccB3Y0XS/vJgI3Dy+OEcODmrvw91lJGWGq8\nOlX9lVN6PLCmDxB5VZaQLIW9rR1WjP4Org7OYlmWMhtjV32BhNQkGSMjIiIqOfI7JfxO5CPJcYBv\ntWKLSVtt3+qwzhFn+ItInb6Adtzau58TmYKZfzIxrrg49ZBrT0/PXOt5eHjoPMaYzp49i99++w0A\n0LhxY3Tp0iXX+qmpqfDy8kKDBg3ETYLu3buHL7/8Eo0bN8aNGzcKFUdcXJzBr/j4+EJdsyQ6dScY\nHid/Qg3rTEm5wxurAJe8R8cSUQmkvbN3blPCVSrgvtZ08Jq5/94vENfyQOPB0rLTi/O3rqZOwtIC\nOqMdPwfafyItS4sHfusNPLkkS0iWokpZP8x/RzpKNSzmKf637juoDHygIiIiovzT3XTHQMLy6UPJ\ncUCF6sUWkzYHW3ud6ec3tNax1N10R6vvS2QCpSphmZKSAgBwcHDItZ6j48tNEDSPMZZnz57hjTfe\ngEqlgq2tLVasWGFwtGffvn2xd+9epKSkIDo6GlevXkV4eDgePXqEUaNGAQAeP36M7t27FyrB6Onp\nafCrenXT/cI0Z0/jovHHb+PxjoM0cZ3a6G1Y1+khU1REJDuFVqdNlcsU7KchQErMy2P7MkDlQOPG\n01praYonwUD4hbwfp53UNPcRloA6qdp5BtD2Y2l5WhzwWx/g4b/yxGUher3SEe+2f11Stv/KCSz6\npwBrnxIREZFeOmtYGpiFI+cISwCo41dDcnxbK4Gqu+mOBdzUphLHAj6ZGI+NjXpNCKUy96l7Oc9r\nHmMMKSkp6NOnD548eQIAmD9/vmS9TG2zZs1Cjx494OTkJCmvWrUqVq1ahRkzZgAAnjx5gp9//tlo\ncZJaelYGJi37H762li4LkOrqB6e+c2WKiojMgvbC47lNCb97SHrs3xGwtjVuPOVqA7W0Rm1e3pj3\n4yxtSriGQgF0/RoI+lBanpkMrB8I3NorS1iW4qvXP0TDygGSstm7V+DQtdMyRURERFQyaI9EVOqZ\nhSMIgs4Iy9q+NXTqFae6ftJNY7XX1NQdYWkhfUQqUUrVu87FxQWAeop1bnKe1zymqDIzM9G/f39c\nuKAe8fLFF19gwoQJRbrmjBkzUKFCBQDqdS4LKjY21uDXw4cP875ACSYIAj7fNAej4o+jrNXLRIQK\nVnAasgGwc87l0URU4mmPsBRySViGnpUe1+xs/HgAIHC09Pj6diArLffH6HSiLejuuUIBdP9Od3p4\ndgbwx1AgeIM8cVkAB1t7rBrzAzyd3cQyQRAw4bev8PBZWC6PJCIiotxob06jb0r407hoJKW/nMnp\n6uAMX49yxR5bTgG+0hmV96IeS44FlXQWDjfdITmUqnedr68vAODp06e51st5XpMQLIrs7GwMHjwY\nhw6pR9l89NFHmDlzZpGva2tri3bt2gFQr2mZnV2wXWE9PDwMfrm7uxc5Pku2/uR2eP23Fl3skqUn\nOk4DKjaTJygiMh9WWqPvDY2wVCl111Ws2qp4YqrZGXD2fnmcngDc3p/7Y3SmhFtQwhJQx9vlS6D7\nLGm5SglsnwAc+T5/a3mWQpW9fbH8ve8kH0AS05Ix4tepSE437nI4REREpUV+poTfiZQODqpVoZrJ\np1xXLesnOX4SGyU5VmrdjGfCkuRQqt51derUAQBERETkOsry3r2XC87WrVu3SG2qVCoMHz4c27dv\nBwCMHj0aCxYsKNI1cypTpgwA9ciItLQ8RtJQvlx8cBV7//4W05yiJeXZfk1hpT2Sh4hKJ+2Fxw0l\nLKNvAxk5dl108gS8/PXXLSprW6DRG9Ky/zbn/hhLnRKurc2HQP8luvEf+xHY/gGgzJInLjPXtnZz\nfDnwA0nZ3chHmLjuOwhM9BIRERWYzpRwPSMsb0dobbhj4vUrAaCil3Rg1tO4aGQrXw6AUmmPsOSU\ncJJBqXrXtW7dGoB6jcqzZ88arPfvv+oF+xUKBVq2bFno9gRBwNixY7Fp0yYAwNChQ7F8+XKj3j3R\nTN12cHCAq6ur0a5bWkXFP8e05ZOwxDkU1jl+TNkO7rB5az1gbbw1TYnIgunsEm4gYam98U2l5sU7\nilF7t/D7R4CMZP11AcvcJdyQpsOAtzYANlob613eAPz+pjRxTKKxnd5C/+ZdJWV7Q45h7t7VMkVE\nRERkuXR2CdezhuX9Z48lx6bcIVzDyc4B3q4e4rFSpURk/POXxzojLC24j0gWq1QlLPv27StuorNu\nnf7dMDMzM7FlyxYA6gRn+fLlC93e//73P6xatQoAMGjQIKxdu9aodyYeP36MkydPAgCCgoKMdt3S\nKiUjDSOWTMZ3iuuSdSsFKGDzxmrAvZKM0RGRWcnvlPDwi9LjSkbeHVxbhUaAV45OrzILeHQylwdY\n4C7huanbGxi5G3D0kJbfOwyseg1IiJAnLjOmUCgwd9jnqFexpqT85z2r8Pf5f2SKioiIyDJZKbRH\nWOr2EUNjpEvUVfepXKwxGVLRUzrKMue0cO2ZFtojR4lMwcI/mRSMt7c3Ro4cCQDYuHEjTpw4oVPn\niy++wLNnzwAA06ZN03udGzdu4NKlS/jvv/8MtjV9+nQsWrQIgDpRunHjRlhb5/8/eVxcXK7nnz9/\njkGDBiEzMxMAMH78+Hxfm3SpVCp88NvX6P3iJFrZSpcLULw6RXf3XSIq3bQTeyoDawg/vSI9rti0\neOLRUCgA/07SsnuHDdcvKVPCc6rcAhhzGPCoKi2PvAos66CbRCY42Tngt/dnSzbhAYCPN8zC+fv/\nyRMUERGRBdIZYanUk7B8Lr2BWtnLt1hjMqSS1rTw8BeR4vcqransHGFJcih181tnzpyJAwcOIDQ0\nFD169MCUKVPQoUMHpKSkYMOGDdi8Wb3e16BBg9CrVy+91xg4cCDu3LkDNzc3xMfH65yfN28evv/+\newBAQEAApkyZgitXrujU0yhTpgxq1aolKRs3bhxCQkLQu3dv1KlTB+XLl4eXlxdiY2Nx6tQprFy5\nEjExMQCAYcOGYcCAAYV5Oej/fbd9CYRbuzGhzAtJuVDjVShe1Z+4JqJSLD9TwrPSgehb0jLfRsUX\nk0bNzsD5lS+P7x1Wbzyjr6Ops05hCemMlq0JjDkEbHgDeBrysjz5GbC6h3q9S+31Pku5Kt6+WDNu\nNgYt+BCZ2eo1PzOzs/DusqnYN201qpatKHOERERE5i+vKeFZymw8jZPulVDJu+gb/RZGJS/pbNKc\nCUvtuLmGJcmh1CUsy5UrhwMHDmDgwIG4ceMGvv76a506gwcPxpo1awrdxq5du8Tv79y5k+d07U6d\nOuHwYekIGC8vL9y9exdz5841+Dh7e3tMmzYNX3zxRaFjJeD3kzuw98gaHHSXDs1XuVaA1RurdRMT\nREQ6U8J11ydC9E3pyEv3yoCTV/HGBQDV2qo34NFsNBP7SL35j08d3bo6u4SXoM6oqw8weh/w5yjg\n9r6X5dkZwNbRQNR1oMtX/B2fQwv/xpg/bDomrPlaLItNScDQXyZjz5SVcHcuI19wREREFiCvTXci\nYqOgypEM9HHzhpOd1vrbJlKwEZYlqI9IFqPUJSwB9ajH4OBg/PXXX9i3bx/Cw8Nhb2+PWrVq4c03\n30S7du1yfXz9+vXh4uJicJObgIAAJCfnssmBnvralixZgilTpmD//v0ICQlBZGQkYmJi4OjoiIoV\nK6Jly5YYNGgQvL29890O6fr31gV8/cdsbC/zBG5WL38pC1Y2sHprPeDM15eI9FBo7xKuZ0r406vS\nY1OMrgQAexegejvg3pGXZbf2GkhYlsAp4TnZOQNvbwQOfQucnC89d3IBEHUNGLRavXs7AQAGtuiO\nh9Hhkk137j8Lxcjl0/DHhwvkC4yIiMgCaCcsVVprWOpOB5dndCWgu1P4kxcv17BUcYQlmYFSmbAE\n1KMThwwZgiFDhhT4sX/99Veu55cvX17YsCSqVKmC999/3yjXIl03ntzD6BWf42unCDSwSZecU3Sf\nqV4HjYhIH+1Refo23YnUWgqkgokSlgBQp5c0YRl2Vn+9krRLuCFW1kC3b4ByAcCOjwBl5stz946o\n17UcsgkoX1+2EM3NJ71G41F0OLZdPCiWnbl7GRPWfI0fB06SMTIiIiLzpjMlXGukYliOUYwAUKWs\nX7HHZEhBRlhal7Sb2mQR+K6jUin0eQTeWvQ/DBDCMNQhXnqyXl+gFTcxIqJc5GcNy2da61dWaFB8\n8WirqrUUSdhF/dPWS9ou4blp8rZ6irirdL0mxD0GlncCQv6QJSxzpFAoMO+d6Qis0VBSvufyUXy7\nbbFMUREREZm/vBKWoTFaIyy9ZUxYekr7RBGxUeKu5lzDkswB33VU6jxPfIE3F01ErbRQfOccJT3p\nVUO9GUNJHGVERMajMyVcT8Iy5p70uKzu8h/FxrsW4Oj+8jg9Hnh+R7deSZ8Srq1SIDDuhPrfnLLS\ngL/HArs+Vq9xSXCwtceacT/B36eKpHzzmb0yRURERGT+rLSnhAvaU8Kl+yZU8ZZnh3AAcHZwgqeL\nu3icrVLiWYJ6E1qVSnpTW8HPxySDEv7JhEgqMS0Zby3+GIoXD7DS9QlscvzeFeycgbd+Bxy4qQAR\n5SGvKeFp8UDK85fH1raAhzTxU6ysrHSTcmHndOuVhinh2spUAEbtBZqP1D13YTWwootusrmU8nJx\nx+aJC1HBvazcoRAREVkE7anTulPCpQnLyjImLAGgoqf2TuHq+LTXsLTWvllPZAJMWFKpkZ6VgRHL\npiDsyS2sLxMOj5yb7CgUUAxaDZSvJ2OERGQx8poS/uK+9Nizuul3o67cUnocqi9hqT0lvBQkLAHA\nxh7ouwAYsAyw0dqZ8+l/wNJ2QPDvuq9PKVTRszw2f7QI7k68mUdERJSXPNew1JoSXkXGKeGA4XUs\ndXYJtyolfUQyK0xYUqmQmZ2FsSu/wPm7wfjV9Qlq2mRKzis6fwXU6SFTdERkcay09qzTHmH5XGuE\nnnfN4o1HH+2Nw8LP69bRHmGJUtYZfWUIMPYw4FFVWp6ZAmwfD/z5rnq0bCkX4FsNv38wF452DnlX\nJiIiKsW0p4Qrc/QRE9OSEZeSKB7b2diivJu3yWLTRzthqdkpnCMsyRwwYUklXpYyG+NWz8CBq/9i\ntkskOtqlSCs0ehNo97E8wRGRZdJZwzJbeqw9pdjbv3jj0adiU2li9cVDIPm5tI72yFBTjwI1BxUa\nAuP/Ber31z13bRuwpA0QpifZW8o0q94Aq8Z8D5vS+B4hIiLKJ+0RljkTf0+0dgiv6Fle9s1sKnpp\nTwlXx6i76U4pu6lNZoEJSyrRspXZmPDbV9gbchyTHGN0dwSv2Azot7j0TIMkIuPQ7lzqTAl/ID2W\nY4SlnZPuzuRPLkmPldoJS62Ro6WFozvw5lqg3y+ArZP0XHwYsKo7cGy2/s2VSpFO9Vtj9ttT5A6D\niIjIbOW2hmVkvPTGsa+Hj0liyk1lrRGWmjU2taeEK0r6xoxklviuoxJLqVLio7XfYlfwEbxlH4cp\nzloji9wrA0P+AGw5xY2ICiivKeHaIyy9ZBhhCahvyuQUflF6rJ1oLc3TfRQKoNk76tGWFRpKz6mU\nwJFZwG+9gLhQeeIzE71e6Sh3CERERGbLOpcp4c8SYiTnyrvLOx0cAPy0Nt2JilfHKGit4609cpTI\nFPiuoxJJqVLif+tnYdvFg+hkm4Q5LtLh93D0AIZvA1zlv6tFRBZIZ0q4Svq99gjLsjKMsATU08Jz\nenZDeqw9lb20jrDMqWwtYOwRoPV43XOPTwOLWwEX13JDHiIiItKhPcVblcsIy/LuZU0SU27KunpK\njmOSYgFIE60AYMURliQDvuuoxMlSZuODNd9g67l9aGyThpVlnsAm54xvGwdg6Bb1h1IiosLQXscv\nZ+Iv4QmQlfby2MEdcPIySVg6ytWRHj+/Iz3WHhnKu+dqNvZAjx+BYVsBZ63RD5nJwM6PgHX9gbgw\neeIjIiIis6Q7wvJlwvJZvNYIS5k33AEATxc3KHIsjxaXkogsZTZUHGFJZoDvOipR0rMyMGr5NGy/\neBC1rdOxsUwYnBQ5ftkqFMAbq4EqLeULkogsn/ZIxJxTq2MfSs9515BvnVztGzOxj4Gs9JfHHGGZ\nu4BuwAdnAX8906DvHwUWtwTOr5KOsCUiIqJSSzuxp8zRR4yMj5acM4cRljbWNvB0cZeUvUiK0xlh\nyTUsSQ5811GJkZKeiqG/TMbBq6dQwzoDW91C4WWlNXqo5xygbm95AiSikkNnhGWO3zXxT6TnPKoW\nezgG2TkDbpVeHgta09W1doAslbuE58XVBxi+Heg9T/165pSZDOyeBKzpA8Q+kic+IiIiMhvaU6eV\nytzWsJQ/YQnoTgt/nhirs4alFTepJRkwYUklQnxKIt5Y+BFO3bmEylaZ2FomFGW1k5XtJgEtx8gT\nIBGVLNp3mSVTwsOl59wrQVbltEZZ5pwWrjMlnCMs9VIogBajgQ/OANXa6Z5/9K96bctTiwBltu55\nIiIiKhV0poQL5r2GJQCULeMhOX6eFAuV1k1tTgknOfBdRxYvMi4a/eeNQ/Cj6/C1ysJfbqHwtdb6\nwNhyDNDlK3kCJKKSR2dKeI5OnfYIS7eKxR9PbsoGSI8lCUut35WleZfw/PCsBry7C+gzH7BzkZ7L\nSgX++QJY1h54ckme+IiIiEhWNtb6dwnPUmYjJilOcq5cGZnWONeib4SlUmu5G266Q3Lgu44s2q2I\n++j502jciniAcgp1srKydZa0UtPhQI+f5FtDjohKntymhCdoJSzlHmGZW8JS0B5hyYRlnqysgMBR\nwIfngBqv6p6PugYs7wTs+RRIizd5eERERCQfa+0p4f+f+ItOeCGZZu3l6gE7G1uTxmaIt56EJUdY\nkjngu44s1r+3LqDPnLF4GhcNb0U2trqFobp1prRSozeAvgu48y0RGZf2SEQhl4Sl2Y2wvPvye51N\nd5iwzDePysCIHUC/XwBHd+k5QQDOLQcWNAWCN3BTHiIiolLCSutzp+r/+wDPEqTTwSuYyXRwAChb\nRpqwjEmK0xlhyU13SA5815FF2nJ2L95e/DGS0lNQwSoL29weI8AmQ1qpXj9gwK/8AE5ExqczwvL/\nE3+CoGeEpZklLGPuvRwRqp1I4xqWBaNQAM3eASZeAhoO0j2f8hzYPgFY3hF4Emz6+IiIiMikdNaw\n/P8+l/b6lT5u3iaLKS/eOgnLWAgcYUlmgO86sigqlQqzd63AxHUzka1SoqpVJna5PUYtG62RlbVf\nAwatAqz54ZuIioGhKeGpsUBW2styO2fAwd1kYenl7AU45VgjKTsDiAtVf881LI3DpRzwxmr1buL6\ndoWPuKxOWu74CEh+rnueiIiISgTtxJ5m052oeOkO4WY1wlLvlHDtXcKZOiLT47uOLEZSWgpG/DoF\n8/f9BgCobZ2OXe6PUEl7zUr/jsCb6wAbOxmiJKJSQTuxp0lYau8Q7lbRPNbPNbSOJXcJN66anYCP\nzgMdPwdsHKTnBAG4tBaY1wg49hOQmSJLiERERFR8tBN7giBAEAREmfEIS+0p4fo33TGD/iyVOkxY\nkkV48CwMPWaPxMGrpwAAr9ikYrvbY5Sz0vqwXbc3MHQLYOug5ypEREZiaIRlQoS0XO7p4BqG1rHk\nGpbGZ+sIdJymniZer5/u+cxk4Mh3wPwmwMU1gDJbtw4RERFZJIVCoZO0VKqUiEow4xGW2gnLJN1N\nd6zYRyQZMGFJZu/wtTN47ceRuBelnsLYxjYZW91C4WGltfZak7f/f2SlvQxRElGpoj0SUbPpTrz2\nCEuZdwjXKFdLeqwZYcldwouPR2XgrfXqjXm8a+qeT4oCdk4EfmkJ3NqrHoFJREREFk9nWrhKhWit\nhGU5Mxph6eXiLjl+kRSPbK0bqhxhSXJgwpLMllKlxE+7V2LY0slITEsGAPSzS8DGMuFwVmh9sGs5\nFui/lGtWEpFpGBxhaWY7hGt4ayUsYx+p/9WZEs6EpdH5dwQ+OAv0+BFw8tQ9//wusPEtYFV3IPyC\n6eMjIiIio9LZeEdQISYpTlJWzs0L5sLe1g5uTq7isUpQ4UVyvKSO9nMiMgUmLMksRcU/x+vzP8C8\nvashCAIAAR87PsevZSJgr52sfHUq0PMngDuXEZGpaK9hKY6wNLMdwjU8qkiPNXFyDUvTsLEDWo8H\nJl0B2k3WXd8SAELPAss7A38MA57fM32MREREZBRWWp9LVSqlTsLS29XDlCHlSXvjnYTUJMkxR1iS\nHJjhIbNz7MY5dJr1Ds7eCwEA2EGFxS5PMdVZz86qr30PdJpuHptaEFHpoTPC8v+nzeiMsDSTKeFu\nftLjxAh1spK7hJuWgxvQ9Svg4xDglaH6/3bd2Aksag78OQqIvm36GImIiKhIrLXWsMxWKvFCK2Gp\nPQ1bbt5l9MwCyYG7hJMc+K4js5GRlYnvti/BW4v/J/5C91JkY4tbGAY5JEgrW9sBr68Agj6QIVIi\nKvV0Epb/v6ZuUpS0vEwF08STFztnwCnH1CNVtjpWrmEpDzc/YMBSYMIZoFZX3fOCCri6FVjcAtg8\nAnh20+QhEhERUeHYWEv7U7HJ8cjOMavF2d4JjnbmtUms9ghLbdqjRolMge86Mgs3n9zDaz+OxC8H\nNohlTWzScMD9IVrZpkorO3oA7+4CGg82cZRERP9P35RwQQCSn0nLXcubLqa8uGuN9owP5y7hcitf\nD3jnL2DkXsCvie55QQCubwMWtwQ2DQUir5o+RiIiIioQW2tbyXFkvHSmoLlNBwcATxe3XM9zhCXJ\nge86klW2MhuL/lmHbj+8i5sR9/+/VMAwhzjscHuMitZaH6a9agBjjwBVW5s8ViIikfZaj6psID0B\nyM54WWbnDNi7mDau3OgkLMNejgzV4JRweVRvC4w9BgxeB/jU1V/n5i5gSRtgwxvAgxPcVZyIiMhM\n2WptBBsZHy05NseEpYdzmVzPa+98TmQKXF2fZHM/KhQT181E8KPrYpkDVPjRJRKDtaeAA0DVNsDb\nG6TTGomI5KB15xyqbCBZ2hmFSznTxZMf2juWxz/RM8KS3QLZWFkB9fsDdfsCt3YDx2YDUdd16935\nR/3lUw9oNQ5oNAiwdTR9vERERKSXrY3WCMs46QhLL1d3E0aTP+55JCw5wpLkwHcdmVxGViZ+3rMK\nHb8bKklW+ltnYI/7I/3JyqAPgHd3MllJRObByhrI2XFTKYHEp9I6Lj6mjSkv2iMsE8L17BLOEZay\ns7IC6vUFxp8ChvwBVGikv96zG8COD4A5dYBD3wKJkaaNk4iIiPSyxBGW7k65JywV3OSWZMChFGRS\nZ++FYMrGH3EvKjRHqYC37OMxy+UZnBRa0xPtnNUbE9Tvb9I4iYjyZG0HZKe/PI7X2iHc1cwTlnrX\nsGS3wGxYWQF1egK1ewB3D6hHXD4J1q2XGguc+Bk4uUD9t7L1OKBiM5OHS0RERGp2WiMso3TWsMx9\ngxs55D0lnDe1yfT4yYRMIiYpDt/vWIpNp3dLyj0V2ZjtEone9km6DypbC3hrI1AuwERREhEVgHbC\nMiFcet7cpoTrS1hyl3Dzp1AAAd2BWt2A0LPAmaXArT3qncRzUmWrdxa/uhWoFKhOXNbto7t8ARER\nERUr7U13nmpPCXdxN2E0+ZP3lHCOsCTTY8KSilVmdhZ+O74V8/b+hsS0ZMm5nnaJ+Mn1GbwUWboP\nbDAA6LcYsHc1UaRERAVkYwfk2GNHZ4SluU0Jd9OTsNROUDJhab4UCvWGc1VbA3GhwLkVQPB69WZP\n2sIvAFsuAGX8gBbvAc2Hc0kVIiIiE7GzkaZZdEdYmuOU8Nx3CecIS5IDE5ZULARBwKFrp/HN34vw\n4FmY5JynIhuzXKLQ3z5R94F2zkCvn4Emb6s/nBERmStrO+lxvJmPsHT2BmwcXo4KzUzWrcNdwi2D\nRxXgtVlAx8+A//4Azi4DYu7r1kuMAA59DRz9HqjbC3hlGFCjAxPTRERExchGaw3LqATzT1jmNSWc\nIyxJDkxYktH9F3oLP+xYhhO3LmidEdDfPhGzXJ/DE5m6D/RtAryxCvCuaZI4iYiKRDthqT0l3NzW\nsFQoAPeK+hNbGlzD0rLYu/z/CMpRwP3D6uni94/q1lNmAte2qb/cKqpvCr4yBPCsZvqYiYiISjjt\nNSy1eZcxvzUs3Zxyn9mosOJ+zWR6/GRCRnP76UP8tGs59v13QudcNasM/FzmOYJs9IyqtLYFOkwF\n2n3MtbaIyHJo/75K0J4SbmYjLAH1tPBcE5YceWeRrKyAWl3VX9G3gbO/qkdeZqXp1k14Ahz/Sf1V\nrR3wytvqzX0ccp8KRkRERPmjvUu4NnNcw9Le1g5O9o5IzdDTdwBgrWDCkkyPCUsqstDnEZizZxX+\nvvAPBEGQnHNWKPE/pxcY5xQHG+3NHQCgQiNg4DKgfH0TRUtEZCQ29tLj7AzpsbmtYQnkPeqTIywt\nX7naQN8FQJcvgUvrgItrgLjH+us++lf9ZW0H1OwE1Our3pXc0d2EARMREZUseY2w9DTDhCUAeDiV\nMZiwtOIIS5IBP5lQod2KeIAlBzdg+8VDUKqkyUgFBAy2j8eXZeLgIaQDgtaDre2ADp8C7SZxVCUR\nWaa8fne5lDVNHAXhWj7387x7XnI4eapnLrSZCISeAYI3ADd26B91qcwEbu9Xf1nbAjVeBer3B2q/\npr4OERER5Zv2LuE5uTuVyTOhKRd35zKIiHum9xzXsCQ5MGFJBXbp4TUs+mcdDl49peesgC62yfja\nIxE1VAm6iUoAqN4B6DOXa1USkWXTXsMyJ0cP3RGY5iC3EZZW1tzsrCSysgKqtVF/9ZoDXPsbuPw7\nEH5Rf31lFnD3oPrLyka9SU+9fkDdntxpnIiIKB9sc0lImuOGOxruBjbesVJYcZdwkgUTlpQv2cps\nHLx6CiuPbsHZeyF667SxTcbX7omoL8QDKj0VXMsD3WYCjd7gh2Iisny5JSzNbcMdjdxGWHKH8JLP\noQzQ/F31V/Qd9TqX17cDsY/011dlA/cOq792TVSveVm5q2ljJiIisjC21ob7VF6u7qYLpIA8nPWv\nZ21vpiNCqeRjwpLytOLwZvwZcgARsVF6zwfapOIr90Q0Raz+EZU2DkCbD4G2H6t3NCUiKglymxJu\njutXAoBLLglLrl9ZupQLALp+DXT5Coi6BlzfoU5evnigv75KCTw4BlzXsws5ERERiXKbEm7OIyw9\nDIywtLPN5SY9UTHipxPK09x9q2FlL32rWEFAN7skfOKehnqqF4Yf3GAg0PUbwKNyMUdJRGRiuU35\nNscdwoG8p4RT6aNQABUaqr86zwCe3VAnL2/sAJ7flTs6IiIii5PbGpVeZpywdHcykLDkCEuSCROW\nVCAOUGGQQwI+LpMCX1Wi/qnfgHqX0c5fcPdvIiq5OCWcShqFQv13u3x9oNN0IPq2etTljR3q74mI\niChPttaG0yxeLmacsDQwwtLehiMsSR5MWFK+1LTOwLtOiRjsmAQnVbrhRGWNV4EuM4CKzUwaHxGR\nyVnilHB7F8DOBchM1j3HEZaUk0IB+NRRf3X6/P+TlzuAi38DuCR3dERERGYrtxGJljgl3J5Twkkm\nTFhSnv70iEIHp0T1gaFEZc3OQLtJ6l1IiYhKg9xGWJrrlHAAKFMeiLmvW841LCk35WoDHacBTcYC\n0zzljoaIiMhsWewu4ZwSTmaGn04oT40UCQD07OptZQM0HAS0+QgoX8/kcRERyco6lzUszXVKOKDe\neEdfwtLW0fSxEBEREZUwdha66Y6hKeF2nBJOMmHCkgrOyRN4ZRjQ6n3AzU/uaIiI5JHb3WZznRIO\nGE6m2jmZNg4iIiKiEsjG2vAyO+a86Y7BKeEcYUkyYcKS8q9qEND8XaBuH8DWQe5oiIjkZalTwg1t\nvMMRlkRERERFltuUcB83LxNGUjCGp4RzhCXJgwlLylvgSODVcer1q4iISM1QwtLaFnAy386o4YQl\nR1gSERERFZWhXbXtbGwNJgXNgeEp4RxhSfKwkjsAc5CZmQmVytBuMubVjqlilej6NZOVRETabAyM\nNHetAFiZ8Z9XQ1PCOcKSyOhUKhWePXuG58+fQxAEi2+HiIjy5urgrLe8bBkvKBR69oYwE452DnCw\n1V2j3VAClqi4mfEnquJ1+/ZtjBw5Ej4+PrC3t4e9vT0CAgLw1VdfITk52azaMVWsRERUAA6u+ssN\njWA0FxxhSVTsbt++jcGDB8PV1RXly5dHuXLl4ObmhuHDh+Px48cW1w4REeWfi4GEpTlPB9fQNwLU\n3pYJS5JHqUxY/vXXX3jllVewZs0aREdHw9bWFkqlEnfv3sW3336LRo0aGaWTZ4x2TBUrEREVkL2b\n/vIyvqaNo6C4hiVRsdq9ezeaNGmCLVu2IDU1Fd7e3vDw8EBSUhLWr1+Phg0b4t9//7WYdoiIqGBc\nHPTfBC5XxgISlnqmhXNKOMml1CUsQ0JCMHToUKSlpaF27do4deoU0tPTkZqaipUrV8LR0REPHz5E\nz549kZGRIWs7poqViIgKwcHAGkRlzH2EJXcJJyoud+/exeDBg5Geno6aNWviwoULeP78OWJjY3Hs\n2DH4+fkhKSkJ/fv3R2RkpNm3Q0REBefqqH+EpaUmLDnCkuRS6hKWn3zyCTIyMuDu7o4jR44gKCgI\nVlZWcHBwwOjRo7F27VoAwM2bN7Fs2TJZ2zFVrEREVAgGE5ZmPsLSwR2w0V2fiFPCiYpu+vTpSE1N\nhaOjI/bv34/mzZuL5zp06IBdu3bB2toasbGx+Pbbb82+HSIiKjhDU8LLWcCUcA89U8I5wpLkUqoS\nlnfv3sXRo0cBAOPHj4evr+6HyjfeeAMNGjQAACxdulS2dkwVKxERFZKhhKVrBdPGUVAKBeCiZxQo\np4QTFUlMTAy2b98OABg2bBhq1KihU+eVV15Bnz59AAAbNmxAenq62bZDRESFY2jTHUsdYWnHTXdI\nJqUqYbljxw7x+9dff91gPc25e/fu4datW7K0Y6pYiYiokOwNjbA084QloH9aOEdYEhXJ3r17oVQq\nAQD9+vUzWE9zLiUlBUeOHDHbdoiIqHAseQ1LTxfdNdrtOcKSZFKqEpaXL18GADg4OKBhw4YG67Vo\n0ULnMaZux1SxEhFRITkY2nTHEhKWekZY2nGEJVFRhISEiN8HBgYarJez7/bff/+ZbTtERFQ4dja2\nsNczKtESpoT7eer2EbmGJcmlVCUsb9++DQCoUqUKrK2tDdarVq2azmNM3Y6pYiUiokKy1DUsAcCr\num6Zrf7pS0SUP3fv3gUAuLq6wsvL8IfSKlWqiN/fuXPHbNshIqLCc7DTXS+8op5koLnRF2MVbz8Z\nIiEqZQnLFy9eAADKli2ba72c5zWPMXU7pog1Li7O4Fd8fHyBrkVEVOro27gGAOwsIPFXrrZumY+e\nMiLKt9jYWADINYkIqGfPODurf0/ExcWZZTv57SN6enpCoVAU6Ktp06YG223atGmBr6f5MmTMmDGF\nvmZwcLDea65YsaLQ11yxYoXeawYHBxf6mmPGjDH4/At7Tf6c+HPiz6loP6e78w/j2fLzeLb8PF78\nfQ2A/hGW5vZzSnjyXOd6tX2rl9ifU84v/n8q+s/J09PT4PMtDBujXs3MpaSkAFB34HLj6PhyWlxy\ncrIs7ZgiVmO/mYiISp0qrYDQsy+P6/aRL5aCKFtLt8y3ienjICpB8tt3A9T9t5SUlGLtZxalHfYR\niYiMq23tZnKHkC/l3Lx1ymr4VMEpGWIhKlUjLDUEQcj3+dwy4qZox1SxEhFRIXT5Sr3rtkbzEbKF\nUiAVGgNlA14eB44CrLmgOlFRWFmpu9UqlSrPuppNc3Jb9kfudoiIyHhGtB8odwj54uLghFfrtRSP\nBzTvyjUsSTalaoSlq6sr4uLikJaWlmu9nOddXV1laccUsWqmFOkTHx+P6tX1rHFGREQvVW0NvLkO\nuLUH8O8E1Owsd0T5Y20DDNkEnFsBuPgArcbKHRGRxdP0w/Lqu+WsU9h+ZnG3wz4iEZHxVPH2Q4/G\nHeQOI99WjfkBG0/thI21Dd4O6i13OFSKKYS8hvCVIM2aNUNwcDBq1KiB+/fvG6x38+ZN1KtXDwDw\n9ddf46uvvjJ5O6aK1ZC4uDhxOlBsbCw8PDyMcl0iIiKyXOwfGDZw4EBs27YNdnZ2SE9PNzjzJedr\nOHbsWPz6669m2Y4hfA8QERGRPsbuI5SqKeF16tQBAISFhSEzM9NgvYcPH+o8xtTtmCpWIiIiIio6\nTT8sMzMToaGhBus9ePBA5zHm2A4RERGRnEpVwjIwMBAAkJWVZXBXJQA4c+aM+H3z5s1lacdUsRIR\nERFR0bVq1Ur8/vTp0wbrnTr1cuuCli1bGqwndztEREREcipVCct+/fqJ3//xxx966wiCgC1btgAA\nGjVqhGrVqsnSjqliJSIiIqKi69y5s7hW5O+//26wnuacn5+feIPaHNshIiIiklOpSlhWqlQJAwYM\nAACsXLkSt27d0qmzePFicZr1//73P73XSUpKQnx8PBISEoqtHWPFSkRERETFz97eHh988AEA4J9/\n/sGePXt06qxZs0acOTN58mS9608+ffoU9+/fx/3796FvqXljtUNERERkzkrVpjuAej2fZs2aIT4+\nHj4+Ppg7dy46dOiAlJQUbNiwAd9//z1UKhXatGmDEydOwMpKN6dbu3Zt3LlzB25uboiPjy+2doxx\njcLigupERESkjf2D3CUmJiIwMBB37tyBvb09vvjiC/To0QNKpRJ///03fv75ZyiVSjRr1gynTp2C\nvb29zjU6d+6MI0eOAFDfJHdxcSmWdgqL7wEiIiLSx9h9hFKXsASAkydP4vXXX0d0dLTe8y1btsSe\nPXvg5eWl93x+EpbGaMdY1ygMdkaJiIhIG/sHeXv06BH69euHq1ev6j3fsmVL7NixAz4+PnrP5ydh\naYx2CovvASIiItLH2H0EG2MEZWnatm2L69evY+nSpdi3bx/Cw8Nhb2+PWrVq4c0338Tw4cNhbW1t\n8PFlypSBm5sb3NzcirUdY12DiIiIiEyjWrVquHjxIjZt2oQdO3YgNDQUCoUC1atXx8CBA/HGG2/k\n2nfz8/NDjRo1ACDX2TNFbYeIiIjInJXKEZaUN949JyIiIm3sHxDfA0RERKSPsfsIpWrTHSIiIiIi\nIiIiIjJvTFgSERERERERERGR2WDCkoiIiIiIiIiIiMwGE5ZERERERERERERkNpiwJCIiIiIiIiIi\nIrPBhCURERERERERERGZDSYsiYiIiIiIiIiIyGwwYUlERERERERERERmgwlLIiIiIiIiIiIiMhtM\nWBIREREREREREZHZYMKSiIiIiIiIiIiIzAYTlkRERERERERERGQ2mLAkIiIiIiIiIiIis2EjdwBk\nnlQqlfh9fHy8fIEQERGR2cjZJ8jZV6DSg31EIiIi0sfY/UQmLEmvxMRE8fvq1avLGAkRERGZo8TE\nRHh5eckdBpkY+4hERESUF2P0EzklnIiIiIiIiIiIiMyGQhAEQe4gyPxkZ2cjPDwcAFCmTBlYWZlv\nbjs+Pl68w//w4UO4u7vLG1AJwte2+PC1LT58bYsHX9fiY0mvrUqlEkfYVapUCTY2nKxT2rCPSABf\n2+LE17b48LUtHnxdi4+lvbbG7ieyl0l62djYoFq1anKHUWDu7u7w8PCQO4wSia9t8eFrW3z42hYP\nvq7FxxJeW04DL93YRyRtfG2LD1/b4sPXtnjwdS0+lvLaGrOfaL63RImIiIiIiIiIiKjUYcKSiIiI\niIiIiIiIzAYTlkRERERERERERGQ2mLAkIiIiIiIiIiIis8GEJREREREREREREZkNJiyJiIiIiIiI\niIjIbCgEQRDkDoKIiIiIiIiIiIgI4AhLIiIiIiIiIiIiMiNMWBIREREREREREZHZYMKSiIiIiIiI\niIiIzAYTlkRERERERERERGQ2mLAkIiIiIiIiIiIis8GEJREREREREREREZkNJiyJiIiIiIiIiIjI\nbDBhSURERERERERERGaDCUsiIiIiIiIiIiIyGzZyB0CkER8fj23btuHy5cuIi4uDj48P2rZtix49\nesDe3t4obQiCgJMnT+LEiRN49OgR0tLS4OrqioCAAHTr1g3169c3SjvmJjQ0FH/99Rfu3LmD9PR0\nVKxYET169EBQUBAUCoVR2sjKysLevXtx+vRpREZGwtHRETVq1ED//v0REBBglDbMzcOHD3H+/Hlc\nuHABT548gSAICAwMxJQpU4zeVnBwMHbt2oXQ0FDY2NigRo0aGDBgQIl8bbOzs3H9+nVcuHABFy9e\nRFxcHADg3XffRc+ePS2uHXOSmpqK4OBgXLhwASEhIUhPTwcA/PTTT6hevbpR2oiPj8fJkydx48YN\nREZG4vnz53BxcUHNmjXRtWtXNGrUyCjtmJsXL17gwoULOH/+PG7dugWlUgk7Ozts2rTJaG1kZGTg\nzJkzuHTpEiIjI/Hs2TPY29ujcuXKCAoKQseOHWFtbW209ojMRWpqKnbu3Ilz584hJiYG3t7eCAwM\nRL9+/eDs7Gy0di5duoTDhw/j/v37SE5OhouLC/z9/dGpUyc0b97caO2Yk2fPnmHr1q24ceMGkpOT\nUaFCBXTu3BmdOnUy2u8TlUqFQ4cO4fjx44iIiICtrS2qVKmCPn36oHHjxkZpw9yEh4eLfcRHjx5B\nEATUqlUL33//vdHbunnzJrZt24ZHjx5BpVKhatWq6NevX4n8e6tSqXD79m3x7+3z588BAH369ME7\n77xjce2Yk4yMDISEhODChQsIDg5GSkoKAOCzzz5D06ZNjdJGcnIyTp8+jStXriAyMhLR0dFwdHRE\n9erV0alTJ7Ro0cIo7ZibhIQEXLx4EefPn8f169eRlZUFAFi/fj2cnJyM0kZ2drb4OyciIgJRUVGw\nsbGBn58fWrZsiW7dusHOzs4obZmUQGQGtmzZInh4eAgAdL78/f2F8+fPF7mNK1euCI0bN9bbhuar\nV69eQnR0tBGekXlQKpXCF198IVhbW+t9vp06dRKePn1a5HaOHj0qVKlSxeDr+t577wmpqalGeEbm\nYcaMGYK3t7fe59q3b1+jthUXFycMGDBAb1sKhUIYP368kJGRYdQ25dS1a1fB0dFR7/OdP3++xbVj\nLkJDQ4VGjRoZ/F1w8eLFIreRmZkpvPLKK4KVlVWuv2e7du0qhIWFGeFZmYe9e/cK1atX1/tc7e3t\njdbO5MmTDb5nNV/VqlUTDhw4YLQ2iczBoUOHBF9fX73v+fLlywv//PNPkdt49OiR0K5du1z/f7Vp\n00Z48OCBEZ6R+Vi4cKHg4OCg9/k2bdpUuHv3bpHbCAkJEerWrWvwdR0wYIDw4sULIzwb87BgwQKh\nfPnyep9rixYtjNpWamqqMGrUKIOv7dtvvy0kJiYatU05vfPOO4Krq6ve5zp58mSLa8dcJCYmCs2a\nNRPs7Oz0Pufdu3cbpZ1OnToJNjY2uf6ebdWqlXD79m2jtGcOzp49KwQEBAgKhULv842LizNKOz/8\n8IPg4uKS62tbvnx54c8//zRKe6bEEZYku23btmHw4MEQBAFVq1bF2LFjUbFiRVy7dg3Lly/H/fv3\n0bVrV5w+fRr16tUrVBuhoaFo37494uPjAQDdu3dHly5dUK5cOYSHh+OPP/7AtWvXsGfPHnTq1AkX\nL1402qhOOX366aeYN28eAKBly5YYOnQonJ2d8e+//2L9+vU4cuQIunXrhtOnT8PV1bVQbRw+fBiv\nvfYasrOz4ezsjPfeew9NmzZFamoq9u3bh507d2LlypWIiorC9u3bS8Ton6tXryImJgbVqlVDYGAg\nAgMD8fnnnyMjI8Oo7WRmZqJPnz44efIkAODNN99E165dkZWVha1bt+LIkSNYunQpEhIS8Pvvvxu1\nbbmcP38emZmZaNiwIQIDA+Hl5YXZs2dbbDvmIjExEVeuXIGTkxOaNGmCwMBAREZGYvPmzUZrQ6lU\n4vLlywAAZ2dndO/eHUFBQfDx8UFMTAx27NiBY8eO4eDBg2jTpg3Onj0LX19fo7Uvl7CwMDx8+BBe\nXl5o3rw5AgMDsX//fly8eNGo7Vy/fh329vbo2LEjGjRoAD8/P7i7uyMyMhKnTp3C7t278ejRI/Ts\n2RO7d+9G9+7djdo+kRxOnTqFXr16ISMjA+XKlcO4cePg7++P+/fv49dff0VUVBT69OmDQ4cOoV27\ndoVqIz4+Hu3atUN4eDgAICgoCH379kWFChUQGRmJnTt34vTp0zh16hTat2+Pq1evwsPDw5hPUxbz\n58/HpEmTAAD169fHyJEj4eXlhQsXLmD16tUIDg5Gp06dcP78eVSoUKFQbVy5cgVt2rRBSkoK7Ozs\nMHz4cAQFBUGpVOLo0aP4448/sG3bNkRERODYsWNwdHQ05lOUxa1btxAVFYWKFSuKfcT58+fj2bNn\nRm1HEAS8/fbb2LFjBwCgR48e6NevH6ysrLB7927s3LkTmzZtwosXL7B3794S0f8ODg5GcnIyateu\njcDAQAQEBGD69OkW2465yMjIwKVLl2Bvby++ZzMyMrBy5UqjtnPp0iVkZ2fD3t4eXbp0Qfv27eHr\n64v4+Hjs378fe/bswdmzZxEUFITTp0+XiFlkUVFRuHPnDtzc3NCsWTMEBgbiwoULOHLkiFHbuX37\nNgCIM5n8/Pzg7e2NZ8+e4cKFC/j7778RFRWFN998E+np6Rg2bJhR2y9WcmdMqXSLj48XvLy8BABC\n/fr1hdjYWMn5W7duCW5ubgIAoWXLloVuZ8yYMeLdhUWLFumcV6lUwrBhw8Q6K1euLHRb5uLs2bOS\nO6xKpVJy/s8//xTPf/LJJ4VqIy0tTRz14OnpKdy8eVOnzvLly8V2VqxYUah2zM3Vq1eF58+fS8qc\nnZ2NPsJyzpw54mu3ePFinfMTJ04Uz+/YscNo7crp3LlzQkpKinh88eLFYhn5aKp2zEViYqIQEhIi\nZGdni2Xz58836gjLtLQ0wc3NTfjhhx8M3jHO+Z4ePHhwkds0B2FhYcL9+/clZQMHDjT6CMtbt24J\nWVlZBs+fOXNGHClVs2ZNo7VLJJesrCzB399fACD4+fkJ4eHhkvMRERFCpUqVBABC9erVhczMzEK1\n8+2334q/l6ZOnaq3ztSpU8U6X331VaHaMScPHz4UR1N16tRJSE9Pl5w/ceKEOBKqsL+rVSqV0KhR\nIwGA4ODgIJw+fVqnzq5du8RR+V9++WWh2jE3t27dEiIjIyVlNWrUMPoIyw0bNojvyenTp+uc//77\n78Xzv/76q9HaldOlS5eEhIQE8TgyMrJYRj6aqh1zkZGRIVy4cEEyY+uPP/4w+gjLChUqCNOnTxee\nPXum9/z69evFkYgdOnQwSptyi4qKEm7evCmoVCqxbMKECUYfYXn37l2d3+M5Xb9+XZzN6unpaVGz\n85iwJFn98MMP4n/Yf//9V2+duXPninUOHz5cqHY0U1HKly9vsE5YWJjYzvDhwwvVjjnp2bOnAEBw\ndXUV4uPj9dbp37+/2JEszC/MjRs3iq/ZL7/8YrBe586dBQBCxYoVJb+wSxJjJyyzsrLEaeetW7fW\nWycjI0OoWLGiAEBo1qyZUdo1N6ZKJJb0hKU+xk5YKpXKfC2pERQUJAAQ7OzshKSkpCK3a46KI2GZ\nHzmnBpakafdUOuVMyGzatElvnS1btoh11q5dW6h2unbtKgAQbGxshLS0NL11MjIyBFtbWzHBZ+nG\njh0rABCsra2FR48e6a3z4YcfCoB6+ZnCTA0/ceKE+LOZNm2awXojRowQAAjOzs4l9m9CcSQsAwIC\nBABCrVq1JDcjNXImjCtVqlQi+9+mSiSW9ISlPsWRsIyKisqzjqb/BEAIDQ01SrvmpjgSlvkxffp0\nsd0LFy6YrN2i4i7hJKutW7cCAGrVqoW2bdvqrfPuu++K0xg09QvKykr9Vs9t+mGFChXEepp/LVVC\nQgIOHToEABg0aBDc3Nz01hs9ejQAID09HXv27ClwO//++6/4/cCBAw3WGzBgAADgyZMnOH36dIHb\nKY2OHTuGmJgYAC9/Ttrs7OzEIf2XLl3C48ePTRUekQ4rKyuULVs2z3qdO3cGoF7y4MGDB8UdVqlS\nuXJl8XulUiljJERFp+nzubu74/XXX9dbZ8CAAfD09JTULyhNn8/T0xMODg5669jZ2Ym/3yy9j6hS\nqbB9+3YAQKdOnVC1alW99TR9D0EQ8Pfffxe4nYL2EVNSUgrVFy2Nrl27hjt37gAARowYoXe6t0Kh\nwMiRIwG83ACISE4+Pj551tH0EQH18gpkPJbaR7Tsv7hk0ZKTkxESEgIA6NChg8F6Hh4eaNiwIQDg\nxIkThWpLs7Pj7du3kZiYqLfOxYsXoVKpAADNmjUrVDvm4ty5c8jMzASQ+2vbtm1bseNdmNc2MjIS\ngLojX758eYP1qlSpIn5//PjxArdTGuXs6Of2M8x5rrD/P4hMSbMzIqD+IEzGo1k308vLS/J7l8gS\naf4Otm7dGra2tnrr2NjYICgoSFK/oDR9xOjoaIM3/sLCwvD06VMAlt9HvHXrFqKjowHk3r9o0KCB\nmAwuSh8RQK6/j9hHLDj2EamkYh+x+Gj6iA4ODqhbt67M0eQfE5Ykm5s3b4q/iOrUqZNr3dq1awMA\n7t+/L/lFll8zZsyAq6srUlNTMWTIELGjljMWzV3IgIAAjBo1qsBtmJMbN26I3+f22rq6usLPzw+A\n+jUoKM0HiOzsbDHZq48meaodGxmmeZ0cHBwMjn4AXv7fAAr3MyQyNc1C47a2tqhRo4bM0ZQMycnJ\n+Pbbb8XRSd9//z0UCoXMUREV3tOnT8WNEvPbR0xKShI3zimIjz/+WNxU5u2330ZoaKjk/OPHjzF4\n8GAA6hFCn3zySYHbMCf57SMqFApx04ui9BEBaT9QG/uIBZffn2FAQID4t4B9RLIEOTejyet3P+VP\nRkYGFi9ejDVr1gAAPv/8c5QpU0bmqPKPu4STbCIiIsTvNUkzQzTns7OzERUVhUqVKhWorWrVquHs\n2bMYNWoU9uzZg6pVq6Jhw4bw9vbGkydPcO3aNSgUCvTr1w8rV660+B3CC/rahoeH48mTJwVuR5NI\nU6lUuHHjBho0aKC33tWrV8XvC/NhojTS/Ax9fX1zTTzk/PkW5mdIZEoHDhwQp6X16tULrq6uMkdk\nmUaOHInExEQolUpERUXh5s2bSExMhK+vL77//nsMHz5c7hCJiqQwfURA/XewoH1EDw8PnD9/HiNH\njsSRI0dQs2ZNNGzYEOXLl0dUVBSuXr2KrKwsdOzYEb/99ps46tBSFea1LUofEVD3Aw21xT5iwWl+\nhk5OTnB3dzdYz97eHl5eXoiJiWEfkcze5cuXxRuvrVq14kyRQpo0aRLCwsKgUqnw7Nkz3L59G7Gx\nsfD29sb06dPxv//9T+4QC4QJS5JNUlKS+L2zs3OudXOeT05OLlR79erVw/fff4+pU6fi0qVLOmu5\n9OvXD9988w28vb0LdX1zUpjXtjCva9euXTF37lwAwNKlS7Fs2TKdOmlpaVi7dq3e2MgwzeuU18/P\n2toa9vb2yMjIKPT/DSJTiImJwZgxYwCoP0R99913MkdkuXbt2oUXL15Iyjw8PDB9+nRxPTgiS2bq\nPmKlSpXE30mHDx9GcHCw5HyHDh0wc+bMEvEBujCvrUqlQlpaGhwdHfPdTpcuXcTvly5ditdee02n\njkqlwvLly/XGRoblt4+oqRMTE8M+Ipm1lJQUjBgxAkqlElZWVpg9e7bcIVmsgwcP6oxWd3Jywqef\nfirufWBJOCWcZJNzCoiNTe65czs7O/H7jIyMAreVlZWFESNGoFOnTrh06RJ69eqFX375BZs2bcLP\nP/+MwMBA7NixA40bN8a8efMKfH1zU5jXtjCva5cuXfDKK68AAJYvX4758+dLpobHxsZi8ODBePTo\nkd7YyDDN65TXzw8o2s+QyBQyMzMxaNAghIWFAQB++ukni1o/x9ysWbMGW7duxebNm7Fw4UL0798f\niYmJmDBhApo2bYq7d+/KHSJRkZiyjygIAj777DO0bNkShw8fRocOHbBgwQJs2rQJCxcuRKdOnXD8\n+HEEBQVhypQpFr+umqle23r16qF3794AgD179mDatGmStlNTUzFmzBhcuHBBb2xkGPuIVJIIgoDh\nw4fj2rVrAICpU6ca3IyX8jZ//nxs3boVW7ZswZIlS/D2229DqVRi6tSpaNiwoc4NOXPHEZYkGycn\nJ/H7vP6IpqWlid/n526itkmTJmHdunVQKBTYsGEDhgwZonP+008/xdy5czF58mT4+Pjo1LEk2q9t\nzmNtmte2MK+rQqHAli1b0K5dO0RGRmLSpEmYO3cumjRpgrS0NJw7dw4pKSlo1aoVnj59itDQUIM7\nlpOU5meWnw5mUX6GRMVNpVJh+PDh4mYKY8aMwUcffSRvUBZOkwTQ+Oijj3Du3Dm89tpruHfvHrp1\n64abN28WaDQUkTkxZR/xp59+wo8//ggAmD17NqZMmSI5/9FHH2HevHmYPHky5syZAy8vL0ydOrXA\n7ZgLU762q1evRtu2bXHnzh3Mnj0bv/32G5o1awalUokLFy4gPj4eAQEBcHJyQkhICPuI+cQ+IpUk\nEydOxN9//w0A6N+/P2bOnClzRJYt5+h2ABg/fjymT5+OLl264OnTp+jWrRtu375tMbNKOcKSZJOz\nU6JZWN2QhIQE8fuCLhIbExMjTjfp27ev3kSkQqHA7NmzUa1aNQDArFmzCtSGuSnMa1vYxXf9/f1x\n6dIlDB06FHZ2doiIiMCePXtw5MgRKJVKTJgwAQcPHkRsbCwAoFy5coVqp7TR/Azz+vmlpqYiOzsb\nQOF/hkTFady4cdi8eTMA4M0339S7dAQVXcuWLcWky+PHj/Hnn3/KHBFR4Zmqj5idnY2ffvoJANC0\naVOdZKXGpEmT0Lp1awDqBKfm764lKsxr6+DgYHCn9tyULVsW586dw4QJE+Dk5ITnz59j//79OHjw\nIFJSUjBkyBCcOnUK6enpANhHzC/NzzAxMTHXTS+BovfziYrTl19+icWLFwMAOnfujD/++APW1tYy\nR1Xy1K1bF0uXLgUAvHjxAqtXr5Y5ovxjwpJkk3N3WO0dGbVpzru6usLHx6dA7Vy4cEHcWbxbt24G\n61lbW4t3JG7duoW4uLgCtWNOCvLaaqZo+vv7F7o9X19fbNiwAbGxsTh58iR27tyJEydOIDo6Gr/8\n8guio6PF9XY0U8gpd5qfYVRUVK5TpHL+fIvyMyQqDpMnT8aKFSsAqEcFbtiwAVZW7HoUlz59+ojf\n55xmSWRpatSoIW44l98+IlDwv4M3b94Ub6h2794917qa87Gxsbh161aB2jEnhel/F6V/4e7ujl9+\n+QWxsbE4d+4cdu3ahaNHjyIyMhK///47nJyccO/ePQDsI+aX5meYnZ2Np0+fGqwXFxcn9r/ZRyRz\nM2fOHHE0ZVBQEHbs2GHxG9+asx49eojLSFhSH5FTwkk2/v7+cHR0RFpaGkJCQnKtqzlfv379AreT\nc5HpvKaa5NxpLzk5GR4eHgVuzxw0bNhQ/D4kJAQdOnTQWy80NFTcuMHQDt8F4ezsjDZt2uiUHz16\nVPy+ffv2RW6nNND8DFUqFa5cuYLmzZvrrXf58mXxe2P8DImMZcaMGeKawF27dsXWrVsLNUKH8i/n\nCBquBUeWzMXFBVWrVsWjR4/y7CNq/g5WqlSpwFOKi9JHtFQ5+wohISEYOnSo3nrp6em4ffu2zmMK\ny97eHi1atNAp//fff8URq+wj5o92P79ixYp667GPSOZqyZIl4oj25s2bY9++fVy2oJjZ2trCwcEB\nycnJFtVH5DAHko2NjY04ovHYsWPidBBt169fR3h4OAD1nYGCyjm9JK87yZrNYRQKBby8vArclrlo\n1qyZ+Lz37dtnsN7+/fvF7wvz2ubXypUrAajvCBtKnpJUzt008/MzdHBwQMeOHYs9LqL8mD17trjj\nbocOHXjX3ETu3Lkjfm/oAyyRpdD8Hbx8+TKePXumt87z58/FDQRM1UcE1FOdLZWfn5+Y8MrZD9R2\n+PBh8UNtcfYRNaPw3dzcMHDgwGJrpyTp2rWrOG02v/18fbu0E8lhzZo1+PDDDwEAjRs3xoEDB7hk\ngQk8ffpUvNlmSX1EJixJVu+88w4A9ZSFVatW6a0zZ84cAOoE51tvvVXgNpo3by7ukLdhwwZxeri2\np0+fYu/evQDUU1Jy26jG3FlZWeHtt98GABw5ckTv6ITMzEwsWrQIAFC1atVi241t2bJl4rDzr776\nSpziRbmrU6cOmjVrBkC9A3tiYqJOnUePHkkWqXZxcTFpjET6/PLLL5g2bRoAoHXr1ti9ezc3fzER\nzd9LIO/prUTmTtNHzM7Oxvz58/XWWbBggdiv09QviBo1aohLDW3dulXv31pAPaJSsxavj4+PZFq1\nJdK8Vrdu3cKePXt0zguCgLlz5wJQjyzNudyEMe3evRvbt28HoN4Z2JL73qbk7e0tJiA3btyIyMhI\nnTovXrzAmjVrAACvvvoqKlWqZNIYifTZsmULRo8eDUEQUK9ePRw6dMhiZzRaGs16zYBl9RGZsCRZ\nDRgwAIGBgQCAadOm4Z9//hHPCYKABQsWYP369QDUO8vq6yAGBwfj9ddfx+uvvy4mb3JydnbGqFGj\nAKjXKnrrrbfEadAad+/eRa9evZCamgpAvVuZpfv888/h5uYGQRDwxhtviOsDAeodA0eOHCmuwfT9\n99/rXeB448aN4mt748YNve0cPnwY27dv1xlanpaWhlmzZuGDDz4AAPTr1w/Dhg0z1tOzeDNmzBBf\nW0MLpms20IiMjMRbb70l2VggIiICAwcORHp6Ouzt7fHNN9+YJG5zp1KpxNd1xowZcodToty4cUN8\nbTdu3Ki3ztq1a8UdwJs3b479+/czkZ4Pf//9t/jaakaL5RQSEoIlS5bgyZMneh8fERGB4cOHiwmV\nnj176p16SWRJWrRogf79+wMA5s6di99//11yftOmTeIHsD59+oib4uT0+PFj8f+WZiRfTgqFQvyd\nFR0djT59+uj8P4uIiEDfvn3FpNDEiRMt/ubrhAkTULlyZQDA6NGjcenSJfFcVlYWPv30Uxw/fhyA\nuj+pb/TTP//8I762J0+e1NvOxYsXsXHjRrF/nbONZcuW4Y033gCg3jTs008/NcZTKxHmzp0rvraa\nNVa1zZo1CzY2NkhKSsLAgQMRHR0tnnvx4gUGDRqE2NhYWFlZ4fvvvzdV6Gbvvffew+uvv47x48fL\nHUqJ8vTpU/E9u2TJEr119uzZg2HDhkGlUqFWrVo4fPiwxexULacjR46Ir+2RI0d0zj948ADz5s3D\ngwcP9D4+JiYGH3/8MRYuXAhA3T/v3bt3scZsTApBEAS5g6DSLSwsDK1atRIXjW7UqBEqVqyIGzdu\n4PHjxwCAVq1a4ciRI3pH6ezZs0f8Tzdz5kx88cUXOnWSk5PRuXNnnD9/HoB6+mzz5s3h6emJiIgI\nXL58WUwajRo1yuBoT0tz6NAh9OzZE1lZWbCxsUHLli3h4uKCCxcuiB2gCRMm4JdfftH7+GnTpmH2\n7NkA1NP29U3n/vnnn/Hpp5/C1dUV/v7+8PPzQ2JiIoKDg5GSkgIA6NWrF/76668SMyX04sWL4uui\nsWPHDiiVSvj6+qJVq1aSc3/88YfO2n1t2rTB6dOnAUD8+egza9Ys8T1dpkwZtGzZEpmZmTh79iwy\nMjJgZWWF33//vVCjj83R2rVrJaM94uLixDVQGzVqJFk0vlatWjqd8OzsbPG1DgoKwqlTp4qlHUs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/TuXmFpYs4PJycnLFq0qHgDIrMQGRmJjz/+GAAwduxY/Prrr5LzderUwerVq+Hh4YG5c+di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\nlXr37p3mzJmjlStXerscQ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          }
        }
      ],
      "source": [
        "# Retrieve the power flux through the monitor plane.\n",
        "\n",
        "transmission0 = sim_data0[\"flux\"].flux\n",
        "transmission = sim_data[\"flux\"].flux\n",
        "transmission_normalized = transmission / transmission0\n",
        "\n",
        "f, (ax1, ax2) = plt.subplots(1, 2, figsize=(7, 4), tight_layout=True)\n",
        "transmission0.plot(ax=ax1, label=\"no PhC\")\n",
        "transmission.plot(ax=ax1, label=\"with PhC\")\n",
        "ax1.set_xlim((freq_range[0], freq_range[1]))\n",
        "transmission_normalized.plot(ax=ax2)\n",
        "ax2.hlines(1.0, freq_range[0], freq_range[1], linestyles=\"dashed\", color=\"black\")\n",
        "ax2.hlines(0.0, freq_range[0], freq_range[1], linestyles=\"dashed\", color=\"black\")\n",
        "ax2.set_xlim((freq_range[0], freq_range[1]))\n",
        "ax1.legend()\n",
        "ax1.set_title(\"raw transmission\")\n",
        "ax2.set_title(\"normalized transmission\")\n",
        "plt.show()"
      ],
      "id": "eb108365"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "To compare to the results in Fig.2 of the\n",
        "[paper](https://opg.optica.org/josaa/abstract.cfm?uri=josaa-20-3-569),\n",
        "let’s plot the transmission as a function of frequency in the unit of\n",
        "c/period"
      ],
      "id": "e96748fe-c96a-49d4-8b54-e32bb7d42793"
    },
    {
      "cell_type": "code",
      "execution_count": 14,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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OqM3kJ7T10E7D+sA7uuqxFm0tqgrwvGurXaP5fcYrwM8/fS0xJUmPzXpWu48f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9WxY0fVr19fRYoUkb+/f4avrVChgoKDg/OsliFDhigpKUlFixbV119/nX5SZUBAgLp06aLw8HC1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\nq33T1gE7pr/YbDbdNvFqp3Vfb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asMw9Do0aP19ttvm0MkPfnhhx/0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\nZrMZkozRo0e73ae6zre2eeSRR8zX5scff3TZXlJSYr5+zZo1M3Jzc306j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POMdu7cqcGD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          }
        }
      ],
      "source": [
        "plt.figure()\n",
        "plt.plot(\n",
        "    monitor_freqs * period / td.C_0,\n",
        "    transmission_normalized,\n",
        "    label=\"normalized transmission\",\n",
        ")\n",
        "plt.xlabel(\"frequency (c/period)\")\n",
        "plt.xlim([0.25, 0.45])\n",
        "plt.hlines(1.0, 0.25, 0.45, linestyles=\"dashed\", color=\"black\")\n",
        "plt.hlines(0.0, 0.25, 0.45, linestyles=\"dashed\", color=\"black\")\n",
        "plt.ylabel(\"Transmitted\")\n",
        "plt.show()"
      ],
      "id": "63137a59"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Finally, we look into the time evolution of Ex at the center of the flux\n",
        "monitor."
      ],
      "id": "3e72adb8-ae8a-423f-92c6-0e7e0b5d49f6"
    },
    {
      "cell_type": "code",
      "execution_count": 15,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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1fgAAULRQw95OKlSooHPnziksLCzXdhmvBwYG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j59uubMmaP4+HgNHjxYTz31lK3DBAAAAPB/XF1d9ccff2jAgAF69tlnFR0drWrVqunVV19VQECA\nvL299fXXX8vDw8PWoQI5JqUtcYwORsXFZ/yDqze7j0izvENt/zTLf3xxqpwcC2S4PwAAYD/sJmEv\nSU888YQcHR3Vr18/VahQQSaTSW3bttX06dPVoEEDW4eHR8SbTLYOAQAAADbm7Oys3377TX379tUL\nL7wg6WEif9y4cXrnnXdI1iNHWWL/+Oy2kdIq/+9GTNbz/x2X4TacCzilWZ7WKv4Tn62TV0EOjQUA\nILeyq4T92rVrNXHiRJn+LxHs5+entWvXyskp7ckKbKNowSK6eSPS1mEAAADAhiIjIzV9+nRt3rzZ\nfG3atGl65ZVXbBgV0mPtg1Fzs9JFvLN1f0o/2W7122arzQz3bTCQrAcAIJeziz3sT548qU6dOqlL\nly46e/asJk+erO+++05HjhxR7969df/+fVuHiBRM6PuyrUMAAACADSXsU//RRx+pSpUqWrNmjTp2\n7KjXXntNixYtsnV4yGdaVm+oeFP2z0uoWbZK9hpIZR/9FzsMzl67j5g2+K1k11pVb2TRPgAAQM6z\ni4T9/PnztXHjRg0dOlT//vuvxo8frxEjRmjhwoXasGGDunXrprt379o6TDyicaW6tg4BAAAANjR2\n7FjFx8frv//9rw4ePKjHH39cK1eu1OOPP66hQ4fqxx9/tHWIyEfe6zM6ywfFJni390vZjiO1g29f\naD8oQ/d/MuiNDNXr36RLsmuPVaidoXsBAID9souEff369bVnzx7Nnz9fpUuXNl9/8skntWTJEm3f\nvl2PP/647ty5Y8Mo8ajUJqIAAADIH1577TX9+++/euGFF8x7ajs7O2v58uXq2bOnhg8frm+//dbG\nUSK/qFe+ukoW9pa7s1uW28jOvQlS226odJHiGbr/uTb9M1TP3dlVC17+3Py+rLCbh17qaNlV/AAA\nIOfZRcJ+4MCBatQo5Uf3+vbtq2XLlmnfvn2aM2dODkcGAAAAIDXvv/++PD2Tr2h2cnLS0qVL9cQT\nT+jll1/W7du3bRAd8qufXppmsbaaVamf6XsaVKhlsf7T07FOc614fbYmD3xdmycslIdrwRzrGwAA\nWIdFE/b79u3Tjh07FBUVZclm1aNHD/3xxx9ydna2aLsAAAAApN9++03//vuvRdt0dHTU4sWL9fTT\nTys+Pt6ibSP78vLTsgWMBSzW1nt9Mn9u14dPvGqx/jOiaRU/DW87IMMr+AEAgH2zaMJ+2bJlatmy\npb788ktLNitJ6ty5s0aNGmXxdgEAAID8bvjw4apWrZpu3rxp0XaNRqN++ukneXh4WLRdwFpMMiX5\nvkHFzO8JX6NMJUuFAwAA8qEc3RJnx44dWr9+fZb3ond0dLRwRAAAAADSM3/+fB0+fFgmkyn9yo9w\ncHAw728P2DsHA39WAQCAbeXobOSvv/5S586d9c0336RZ78yZMwoPD8+hqAAAAACkZcyYMfLz89Ot\nW7fSrHfw4EHFxMTkUFSA5Rn5cAkAANiYXc5GvvvuO5UoUcIqW+sAAAAAsI527drJw8ODQ2aRa9l6\nhf3Ybs/btH8AAGB7dpmwT2Dpw2sBAAAAWFd0dDSHzCLXcrDxYbxjugyzaf8AAMD27DphDwAAAABA\nTvH2KGrV9l/pPDTNcoONPzAAAAC2R8IeAAAAAGBTE/u+oqKFilikLZMyfzhygva1m1kkhtS8ms4K\neluv8AcAALZHwh4AAAAAYFODm/dQmSIlLNJWVrdk6tmgvYwORovEkBp3F7c0yw0iYQ8AQH7naOsA\n8qobN25o48aNunDhgpydnVWlShW1bdtWjo7Z/5F/9913Cg8PT7denTp11KtXr2z3BwAAAOQXR48e\n1b59+xQREaFixYqpWbNmqlatWrbbvXjxoubNm5ehuk8//bTKly+f7T5zk8LuHhZrK6tJ9zJeJS0W\nQ1Y5OLCmDgCA/M4qCfvLly/r7t27cnd3t0bzdi06OloTJkzQl19+qZiYmCRlxYsX16xZszRw4MBs\n9TFr1iwdP3483XpDhgwhYQ8AAIAMO3PmjPz8/PJl0jAwMFDPPvusdu/enaysffv2+uGHH7KVRD9/\n/rwmTJiQobotWrSwesI+L++V3rBi7SzdZ+ufyLDW/WwcAQAAsAdWSdh/+eWX+uqrr1SlShX5+fmp\nfv36ql+/vm7evGmN7uxGfHy8Bg4cqD/++EOS5Ofnp9atW+vu3bv6888/FR4erkGDBunmzZsaOXJk\ntvurW7euevTokWq5n59ftvsAAABA/tGgQQMVLFhQdevWNc/h/fz8ZDJlfU/w3CAwMFD+/v66ceOG\nChQooB49eqhChQoKCgrS6tWrtWnTJvn7+2v37t0qV65ctvsbOnRomu3kt9X1luZodNQzrfpq/t/L\nbR1Kit7q8YI+XfmdJKla6Yp6q8cIORgc1LluSxtHBgAA7IFFE/aJV2nEx8crKChIQUFBWrJkSZJ6\ny5cvV3x8vGrVqqXatWurQoUKeWIVzzfffGNO1o8fP16TJ082l33++efq1q2bduzYodGjR6tt27aq\nWrVqtvqrX79+kj4AAACArEg8j4+MjNQ///yjf/75J1m9t956S/Xr11ft2rVVq1YteXl55WSYVmEy\nmfTkk0/qxo0bKlKkiDZt2qT69euby7dt26YuXbro0qVLGjZsmDZt2pTtPkeMGKEWLVpkux38fwOb\ndUvyfZPK9TKdsLfEx1IfPfFqunVe6/qsfL3L6OrtCA3y7y5Pt0IW6BkAAOQVFk3Yf/TRRxo0aJAC\nAgLMX4cOHdKdO3eS1Nu3b5/27dtn/t7NzU01atQwJ/ADAwMtGVaOiImJ0aRJkyRJTZo0Mb9O4OHh\nocWLF6ty5cqKiYnRRx99pIULF9oiVAAAACCJ06dPJ5nDBwQEKCgoKNnhnXPnzk3yfalSpcxz+Fq1\naik2NjYnw7aIZcuW6dChQ5KkqVOnJknWS1Lr1q313nvvafz48dq8ebO2bt2qNm3a5Hyg+UB2tun5\noP9/knxvq6dCBvl3T7eOwWBQ38adcyAaAACQG1k0YV+gQAHVq1dP9erV07BhwyQ9nCgFBwcnewOQ\n+NDUe/fu6cCBAzpw4IAlw8lRGzdu1NWrVyVJL7/8coqTzXLlyqlXr15aunSpfv/9d92/f18uLi45\nHSoAAACQhJeXl9q3b6/27dubr927d0+HDx9OMoc/duyYoqOjzXXCwsIUFhamjRs32iJsi1i8eLEk\nydPTU0OHDk2xzsiRI/X+++8rNjZWP//8c55I2BtsvmO7ZTk6ZP+tbWo/kalPvql3fp6e7v17Ji+X\nh2vBbMcBAADyN6vsYZ+YwWBQlSpVVKVKFQ0YMMB8/eLFi0km/wcPHlRoaKi1w7GaDRs2mF937Ngx\n1XodO3bU0qVLdffuXf3zzz9q165dToQHAAAAZIqbm5uaNWumZs2ama89ePBAJ06cSPeJ2twk4cOG\nFi1apLqYpmjRonrssce0d+/eJPN+5C2pbdM6uHnPDCXsyxcrbemQAABAPmT1hH1qypQpozJlyqh7\n9///yOCNGzeSTP7LlCljq/Ay7fjx45Ikb29vlSxZMtV6devWTXJPdhL2N2/e1PLlyxUSEiKDwaAS\nJUqoadOmqlixYpbbBAAAAFKT0SdqjUajbQPNoHPnzpk/bEg8T09J3bp1tXfvXoWEhOjevXtyc3PL\ncr8nT55UUFCQrl+/roIFC6pixYry9/eXh4dHltvM77Kxm46ZgyH3n6sGAAByP5sl7FNSpEgRtWvX\nLleuOg8JCZH0cNubtCQuP3v2bLb6/OOPP8yH3Cbm7++v6dOny9/fP0vt3rhxI9WymzdvZqlNAAAA\n5E2pPVGbGyTM4aWMz+NNJpNCQkJUs2bNLPf7wgsvJLvm6uqqYcOGacqUKfL09MxSu/l5Hv/oFj+m\nLBwh65BK1j87e+sDAABkll0l7HOz27dvS5IKFSqUZr3E5dl5dNjFxUWNGjWSr6+vSpYsqRs3bmjH\njh0KDAzUP//8o9atW2vevHl66qmnMt22l5dXluMCAAAAcouEObyUc/P4MmXKyM/PTz4+PnJzc9PZ\ns2e1ceNG3b59W7Nnz9aGDRu0ffv2NJ/aTQ3z+OxpWqV+itdJ1wMAgJxEwt5CoqKiJElOTk5p1nN2\ndk52T2ZNnz5drVu3TvEx3N9++03PPfec7ty5o+eee04NGjRQjRo1stQPAAAAkJclno9bex7v4+Oj\nf/75J8mZAAnu3LmjV199VT/++KOCg4P15JNPasuWLZnuIzMstWi8q19rrT60zTKNZYcFBtS6RuMU\nrzsaHVXWq6QuRFxO9d53eo7Mdv8AAABSPkzYf/3119l+HHTcuHHJ9uV0dXXV7du3FRMTk+a90dHR\nSe7Jii5duqRa1r9/fzk7O6tnz5568OCBpk6dqvnz52eq/YiIiFTLbt68yR75AAAAyFEhISFauHBh\nttqoU6eOevXqleRa4vm4tefxpUuXVunSKR9KWqhQIf3www+6fv26/vjjD23dulXbt29Xy5YtM9VH\nZubxpszvGJMie9ku5tE4Mju+3g07pjmW70ZMVtdpw1Mtf67tE5nrEAAAIBX5LmH/2WefKTQ0NFtt\nvPHGG8kS9oUKFdKVK1cUGRmZ5r2JH59N77HbrOrRo4fq1Kmjo0ePau3atZm+v0iRIlaICgAAAMia\n4OBgTZgwIVttDBkyJFnCPvF83B7m8e+++675jKq1a9dmOmGfW+fxLas3zHYb2f3YwNGY9ltjb4+i\naZZ7uBbMZgQAAAAP5buE/SuvvJLmYUwZ4eiY/Mfm6+ur4OBgnT9/Ps17E5f7+vpmK460NGjQQEeP\nHlV4eLju3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+bxyGs6d+6sNWvWKCQk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\nD8BkYPl1s2FRAAAAAElFTkSuQmCC\n"
          }
        }
      ],
      "source": [
        "time_data = sim_data[\"time\"]\n",
        "time_data0 = sim_data0[\"time\"]\n",
        "fig, ax = plt.subplots(1, 2, figsize=(8, 4), tight_layout=True)\n",
        "ylim = 2\n",
        "xlim = t_stop\n",
        "# with PhC\n",
        "Ex = time_data.Ex\n",
        "Ex.plot(ax=ax[1])\n",
        "ax[1].set_ylim([-ylim, ylim])\n",
        "ax[1].set_xlim([0, xlim])\n",
        "ax[1].set_ylabel(\"$E_x(t)$ [V/m]\")\n",
        "ax[1].set_title(\"with PhC\")\n",
        "# without PhC\n",
        "Ex0 = time_data0.Ex\n",
        "Ex0.plot(ax=ax[0])\n",
        "ax[0].set_ylabel(\"$E_x(t)$ [V/m]\")\n",
        "ax[0].set_xlim([0, xlim])\n",
        "ax[0].set_ylim([-ylim, ylim])\n",
        "ax[0].set_title(\"without PhC\")\n",
        "\n",
        "plt.show()"
      ],
      "id": "cda8ac94"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Without PhC, the field decays rapidly; with PhC, a long decay tail is\n",
        "clearly visible."
      ],
      "id": "99466d12-1336-44c7-b2f2-ef275267197a"
    }
  ],
  "nbformat": 4,
  "nbformat_minor": 5,
  "metadata": {
    "kernelspec": {
      "display_name": "Python 3",
      "language": "python",
      "name": "python3"
    }
  }
}