{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "# Biosensor grating simulation\n",
        "\n",
        "Bragg gratings are structures that involve a periodic variation in the\n",
        "refractive index or geometry of waveguide, so that certain frequencies\n",
        "of light are reflected off the grating while others are transmitted.\n",
        "\n",
        "Since gratings can be designed to be extremely sensitive, one possible\n",
        "application they have is to detect the presence of foreign molecules. If\n",
        "particles such as biomolecules are deposited on the device, it will no\n",
        "longer have the same reflective properties in the band of frequencies\n",
        "for which it was designed. Therefore, carefully designed Bragg gratings\n",
        "can be used as biosensors.\n",
        "\n",
        "In this example, an optical biosensor grating is modeled to detect the\n",
        "presence of biomolecules. The grating is designed to be reflective over\n",
        "a narrow band around its resonant frequency, which is modified by the\n",
        "presence of a biomolecule.\n",
        "\n",
        "Reference:\n",
        "`Brian Cunningham, Bo Lin, Jean Qiu, Peter Li, Jane Pepper, Brenda Hugh, \"A plastic colorimetric resonant optical biosensor for multiparallel detection of label-free biochemical interactions,\" Sensors and Actuators B 85 (2002)`,\n",
        "DOI:\n",
        "[10.1016/S0925-4005(02)00111-9](https://doi.org/10.1016/S0925-4005(02)00111-9).\n",
        "\n",
        "If you are new to the finite-difference time-domain (FDTD) method, we\n",
        "highly recommend going through our\n",
        "[FDTD101](https://www.flexcompute.com/fdtd101/) tutorials."
      ],
      "id": "b824c98e-6e24-462e-9cab-177f3f3861fd"
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {},
      "outputs": [],
      "source": [
        "# basic imports\n",
        "import matplotlib.pylab as plt\n",
        "import numpy as np\n",
        "\n",
        "# Tidy3D imports\n",
        "import tidy3d as td"
      ],
      "id": "88ab6930"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Structure Setup\n",
        "\n",
        "Create the grating geometry."
      ],
      "id": "6f73971e-9310-4b95-a816-1a4f8df0a18f"
    },
    {
      "cell_type": "code",
      "execution_count": 2,
      "metadata": {},
      "outputs": [],
      "source": [
        "# materials\n",
        "Si3N4 = td.Medium(permittivity=2.05**2)\n",
        "epoxy = td.Medium(permittivity=1.5**2)\n",
        "background = td.Medium(permittivity=1.333**2)\n",
        "\n",
        "# set basic geometric parameters (units in microns)\n",
        "nm = 1e-3\n",
        "period = 550 * nm\n",
        "grating_fill_factor = 0.5\n",
        "grating_height = 200 * nm\n",
        "film_height = 120 * nm\n",
        "epoxy_height = 380 * nm\n",
        "monitor_distance = 1.0\n",
        "monitor_gap = 0.1\n",
        "\n",
        "# the epoxy layer top surface is at z=0\n",
        "sim_center = (0, 0, 0.5 * (grating_height + film_height - epoxy_height))\n",
        "sim_size = (\n",
        "    period,\n",
        "    0,\n",
        "    epoxy_height + grating_height + film_height + 2 * (monitor_distance + monitor_gap),\n",
        ")\n",
        "\n",
        "# wavelength / frequency setup\n",
        "wavelength_min = 770 * nm\n",
        "wavelength_max = 900 * nm\n",
        "freq_min = td.C_0 / wavelength_max\n",
        "freq_max = td.C_0 / wavelength_min\n",
        "freq0 = (freq_min + freq_max) / 2.0\n",
        "fwidth = freq_max - freq_min\n",
        "run_time = 10e-12\n",
        "\n",
        "# epoxy layer\n",
        "epoxy_layer = td.Structure(\n",
        "    geometry=td.Box(\n",
        "        center=[0.0, 0.0, -0.5 * epoxy_height],\n",
        "        size=[td.inf, td.inf, epoxy_height],\n",
        "    ),\n",
        "    medium=epoxy,\n",
        "    name=\"epoxy_layer\",\n",
        ")\n",
        "\n",
        "# bottom Si3N4 film layer\n",
        "bottom_film = td.Structure(\n",
        "    geometry=td.Box(\n",
        "        center=[0.0, 0.0, 0.5 * film_height],\n",
        "        size=[td.inf, td.inf, film_height],\n",
        "    ),\n",
        "    medium=Si3N4,\n",
        "    name=\"bottom_film\",\n",
        ")\n",
        "\n",
        "# epoxy grating teeth (partially covers the film layer)\n",
        "grating_teeth = td.Structure(\n",
        "    geometry=td.Box(\n",
        "        center=[0.0, 0.0, 0.5 * grating_height],\n",
        "        size=[period * grating_fill_factor, td.inf, grating_height],\n",
        "    ),\n",
        "    medium=epoxy,\n",
        "    name=\"grating_teeth\",\n",
        ")\n",
        "\n",
        "# top Si3N4 film layer\n",
        "top_film = td.Structure(\n",
        "    geometry=td.Box(\n",
        "        center=[0.0, 0.0, grating_height + 0.5 * film_height],\n",
        "        size=[period * grating_fill_factor, td.inf, film_height],\n",
        "    ),\n",
        "    medium=Si3N4,\n",
        "    name=\"top_film\",\n",
        ")\n",
        "\n",
        "# the order her matters, because the teeth must override the bottom film layer\n",
        "geometry = [epoxy_layer, bottom_film, grating_teeth, top_film]\n",
        "\n",
        "# boundary conditions: the simulation is periodic in the x-y plane, and simulates\n",
        "# an infinite domain along z\n",
        "boundary_spec = td.BoundarySpec(\n",
        "    x=td.Boundary.periodic(),\n",
        "    y=td.Boundary.periodic(),\n",
        "    z=td.Boundary.pml(),\n",
        ")\n",
        "\n",
        "# grid specification\n",
        "grid_spec = td.GridSpec.auto(min_steps_per_wvl=30)"
      ],
      "id": "0c4399f1"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Source Setup\n",
        "\n",
        "Create the plane wave source which excites the structure from\n",
        "underneath."
      ],
      "id": "30939f5f-662d-4a41-87be-f1fbfc1ee74c"
    },
    {
      "cell_type": "code",
      "execution_count": 3,
      "metadata": {},
      "outputs": [],
      "source": [
        "source_time = td.GaussianPulse(freq0=freq0, fwidth=fwidth)\n",
        "source = td.PlaneWave(\n",
        "    center=[0, 0, -(epoxy_height + monitor_distance - monitor_gap)],\n",
        "    size=[td.inf, td.inf, 0.0],\n",
        "    source_time=source_time,\n",
        "    pol_angle=0,\n",
        "    direction=\"+\",\n",
        ")"
      ],
      "id": "bd2e1e37"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Monitor Setup\n",
        "\n",
        "Create field and flux monitors to measure reflecting and transmitted\n",
        "flux."
      ],
      "id": "de3eedf9-22ba-4311-8ea2-61914446d7da"
    },
    {
      "cell_type": "code",
      "execution_count": 4,
      "metadata": {},
      "outputs": [],
      "source": [
        "# create field monitor\n",
        "monitor_xz = td.FieldMonitor(\n",
        "    center=sim_center,\n",
        "    size=[td.inf, 0, td.inf],\n",
        "    freqs=[freq0],\n",
        "    name=\"fields_xz\",\n",
        ")\n",
        "\n",
        "# create flux monitors\n",
        "freqs = np.linspace(freq_min, freq_max, 1000)\n",
        "monitor_flux_refl = td.FluxMonitor(\n",
        "    center=[0, 0, -(epoxy_height + monitor_distance)],\n",
        "    size=[td.inf, td.inf, 0.0],\n",
        "    freqs=freqs,\n",
        "    name=\"flux_refl\",\n",
        ")\n",
        "monitor_flux_tran = td.FluxMonitor(\n",
        "    center=[0, 0, grating_height + film_height + monitor_distance],\n",
        "    size=[td.inf, td.inf, 0.0],\n",
        "    freqs=freqs,\n",
        "    name=\"flux_tran\",\n",
        ")\n",
        "\n",
        "monitors = [monitor_xz, monitor_flux_refl, monitor_flux_tran]"
      ],
      "id": "da00218e"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Create Simulation\n",
        "\n",
        "The final simulation object is created and visualized."
      ],
      "id": "a0f2243a-8d5a-4b71-abbb-b5fc2c3d310c"
    },
    {
      "cell_type": "code",
      "execution_count": 5,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
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1y+eeey7EvQmezz77THv37pUk9wTYQCHcAYRUSUmJpk2b5v7+hhtuCGFvEAwR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\nAEyGcAcAwGT+Hx5YXkI82LRoAAAAAElFTkSuQmCC\n"
          }
        }
      ],
      "source": [
        "# create the simulation\n",
        "sim = td.Simulation(\n",
        "    center=sim_center,\n",
        "    size=sim_size,\n",
        "    grid_spec=grid_spec,\n",
        "    structures=geometry,\n",
        "    sources=[source],\n",
        "    monitors=monitors,\n",
        "    run_time=run_time,\n",
        "    boundary_spec=boundary_spec,\n",
        "    medium=background,\n",
        "    shutoff=1e-6,\n",
        ")\n",
        "\n",
        "# plot the simulation domain\n",
        "sim.plot(y=0)\n",
        "plt.show()"
      ],
      "id": "2eb8c756"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Run Simulation"
      ],
      "id": "301b90a6-9cb6-422a-b942-aafd57a385e5"
    },
    {
      "cell_type": "code",
      "execution_count": 6,
      "metadata": {},
      "outputs": [
        {
          "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\">03:13:56 UTC </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'biosensor'</span> with resource_id                          \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #008000; text-decoration-color: #008000\">'fdve-cdb3f0d1-d60a-4cb3-bc09-f5170f7e6379'</span> and task_type <span style=\"color: #008000; text-decoration-color: #008000\">'FDTD'</span>.  \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>View task using web UI at                                          \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-cdb3f0d1-d60a-4cb3-bc09-f5170f7e6379\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-cdb3f0d1-d60</span></a>\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-cdb3f0d1-d60a-4cb3-bc09-f5170f7e6379\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">a-4cb3-bc09-f5170f7e6379'</span></a>.                                         \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>Task folder: <a href=\"https://tidy3d.simulation.cloud/folders/9b36e144-ddb6-41f8-8dd8-30b62b26a870\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'default'</span></a>.                                            \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"4db22765ee254c969717d37bc9118ddb\",\"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\">03:13:57 UTC </span>Estimated FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.025</span>. This assumes the FDTD solver runs\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>for the full simulation time; if early shutoff is reached, the     \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>billed cost can be lower. Use <span style=\"color: #008000; text-decoration-color: #008000\">'web.real_cost(task_id)'</span> to get the  \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>billed FlexCredit cost after a simulation run.                     \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\">03:13:58 UTC </span>status = success                                                   \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"d00b2917aa5f49ee80c2512521b82afb\",\"version_major\":2,\"version_minor\":0,\"quarto_mimetype\":\"application/vnd.jupyter.widget-view+json\"}\n",
              "</script>"
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          }
        },
        {
          "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\">03:13:59 UTC </span>Loading results from data/biosensor.hdf5                           \n",
              "</pre>"
            ]
          }
        }
      ],
      "source": [
        "# run simulation\n",
        "import tidy3d.web as web\n",
        "\n",
        "sim_data = web.run(sim, task_name=\"biosensor\", path=\"data/biosensor.hdf5\", verbose=True)"
      ],
      "id": "53f10595"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Plot Fields\n",
        "\n",
        "The frequency-domain fields recorded are plotted at the center frequency\n",
        "in an `xz` plane. The resonance can be clearly seen in the power flow\n",
        "pattern shown by the Poynting vector plots."
      ],
      "id": "2fb3d56c-a55f-4609-a036-f54ea175c5bf"
    },
    {
      "cell_type": "code",
      "execution_count": 7,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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ozr2eEELs2rVLzJ07V/z3338G74cTExPF/Pnz9WYfmfosWWrhXd0Ru3Xq1DE7\nbc2aNQ2m0W2/lHg1bdrUYDm6oYZCQkLM2tdu3brJ2yxcuNCsbSxdrq32Q4icMJW5+bz66qsFprfk\nSH4gZ2Tdli1b9D4vKSkpetcNV1dX4e3tLSRJEpMnT853LdywYYPeZ8qcWTkrV66U0xcULsnexcfH\n682wK1WqlPjiiy9EcnJyvrTh4eHi22+/Ndj26H7Wdf+OpsKb6I6adnd3F999953evVt2drZYvXq1\nKFWqlN51xND3odatW8tpRo8ebTQs2JUrV8Rnn31msD1RIg9zKVXWSy+9JOdTtmxZsXbt2nwj9ZOT\nk8WcOXP0znNjM3iff/55vb/h6NGj5dmvulJSUsTWrVvFJ598YjCfoiwEa85IfiXPGSH0RwsDEJUq\nVRI7d+7Uu6ZkZWWJzz//XG8m0O7du83aJ2PWrl0rvvjiC6P9OlFRUWLs2LF69+EPHz40mp+lFt7d\ntm2bnG+vXr1MptWNPvDss88aTLNq1SpF2/tBgwYZLEc31NBzzz1n1r7qhmTcunWrWdtYulxb7YcQ\nQnzyySdyPvPmzTOZ1tIj+XM/x3ln28XExOjNtvXz8xNqtVq4urrmC22p0WjEZ599ppenOeG3JkyY\nIKcvKFySpVmkk/+ff/7ROyjFmaKm28nv7e0tbt26ZTRtYmKi3oV63LhxRtNGR0eLcuXKyWkNxU56\n5ZVX5PcLmuJqjBJ5WLOs7OxsOeSCJEkF3sBeuXJF7rD18/PLNz0rIyND7zg/99xzhZ4ClssSnfxK\nnzNC5O9I3LZtm9E8db8EmRujvrgOHjwol9m1a1ej6SzVyS+EEMOGDZPzXrdundF0uiEJ3nrrLYNp\nrNXJv3XrVjlN3imnxsyYMUPe5qWXXjJrG0uXa6v9EEKIL7/8Us7n/fffLzC9JTv5JUkyGBs+1zPP\nPKN3Xrz55ptG037xxRdyuj59+hRYz6ioKDl9cHBwgent2YYNG+R9UalUJq93puTt5K9UqZLJsDBh\nYWF6sWS//vpro2mvXbsmT6E0dgPasWPHQp1rhiiRhzXLSkhIkDvu3dzcCpxWfuDAAfmLa4MGDfK9\nHx0drRfaqzgPBC3Rya/0OSOEfkeiq6urybUPZs2aJac1N0Z9ca1Zs0Yuc/To0UbTWaqTXwj9a6mp\nNQl0B1wYW6/FWp38S5YskdOEhoaatZ+69+CTJk0yaxtLl2ur/RBC6HU6mfNl15Kd/O7u7kbXc8rK\nysrXQTB//nyjZY8ZM0ZO99577xVY1xMnTsjpW7VqVWB6e6b7ncrT09OskJuG5O3kb9mypcn1nvbs\n2aN372YqrMpff/2ld53fuHFjvjQVK1YUQM7goaKGqFAiD2uWdfXqVbn9DgwMLDAU1/fffy8fw+ef\nfz7f+2fOnNH7GxanQ8sSnfxKnzNC6HckBgQEGB1cIYT+2mfmxqgvLt0BSqauYZbq5NdoNPK5qlar\nTT5o0A0/tXnzZoNprNXJ/84778hpzH0Qqxv+7YcffjBrG0uXa6v9EELohejMXfPOGEt38pctW1ZE\nRkYaTBcXF6d3bw9AbNq0yWjZvXv3ltOZM4hv/fr1cvqhQ4cWmN6SLBKuZ+3atfLPzz77LN544w1F\n8n3//fdRtWpVo+/v2bMHycnJAICgoCDMmjXLaNqAgADMnTsXw4cPBwBs3rwZy5cv10uju6LyvXv3\n0KpVq0LXWYk8rFnW33//LYdo6dOnD3r37m0yfZ06dTB06FCsWLECcXFxOH36tN40t7/++gvh4eEA\nclbQ/uGHHwqc2mpNSp8zeXXv3h09e/Y0+v6AAQMwatQoZGRk4PLly0XYg8Jr3749mjRpgjNnzuDE\niRMQQhhdAd1SXn/9dfz4448AgO+//x5DhgwxmC53ChVgeOo+kBMSIDQ0VLG6GZtSnnueADAaliov\n3XS5U8ILS+lybbUfAPSmCFesWLHI+SihZ8+e6Ny5s9H3X3jhBTmEibu7O+bMmWM07YABA+QQVOZ8\njnOn2WZkZCAyMhIpKSly6DlHs27dOvnn1157zeT1rjCmT58OX19fo+9v2bJFDv3TpEkTvP3220bT\n1qpVCx999BGmT58OANi0aRM+/vhjvTR528/g4OBC11mJPKxZ1ubNm+XP8+uvv46mTZuaTN+hQwd0\n6dIFe/fuxYULFxAVFYWgoCD5/U2bNskh4apWrYrFixcXuk6WpPQ5k9fIkSPx1FNPGX3/5ZdfxpQp\nUwCYd51QwtChQ/Hhhx8iNjYWx48ft0qZeb3++uvytfT7779H27Zt86XJysqSvzu4uLhgxIgRBvPy\n9fVVtL2vVauWwd+zvTecX2HYU3s/atQoo+EBnZyc0LdvXyxatAhATl3Hjh1rNK8BAwbI1zZzPse6\n+657TByRbns/Y8YMNG7cWJF8FyxYAGdnZ6Pvb9q0Sf65f//+ePbZZ42m7dixI4YMGSJfTzZt2oT+\n/fvrpQkMDMT9+/eRmpqK2NhYvXbMXErkYc2yfvzxRzl80tSpUwsMwzVy5EjMmjULt2/fxl9//QWt\nVqsXwkX3XOjQoQM++OCDQtfJkpQ+Z/KaMGECKlSoYPT9l19+WQ5HY632/v3338enn34KADZp71Uq\nFV599VVMnz5dDsczadKkfOmioqKwfft2ADkhdIz1NZUvX17R9t7Y9YrtveH8CsOe2vuPP/7Y6DXS\n19cXnTt3xh9//AEAePrpp9GvXz+jeQ0YMAB//vknAMdr7y3S26ob2/X1119XLN++ffuafP/EiRPy\nzwMGDICrq6vJ9AMHDsTo0aORmZmJ6Oho3Lp1C9WqVdPLY8GCBRBCYNSoUTh//jyee+45NGnSBGq1\n2qw6K5GHuZQoS/dvV758eezbtw8A9OIq5v1ZN+9Lly7pdfLr5jdw4ECTnTa2oPQ5k1dBHV4uLi6o\nXLkyrl+/jvT0dKSnp8PNza1wO2FEWloabty4gcTERKSmpur93XLLyI2VXa5cOUXKNFebNm0QEhKC\nixcv4uDBg7h582a+9QhOnz4txzts0aKF0bjl/v7+2LVrl6WrrBdP0twHVbpfWgzFo7RFubbaDwBy\nXGoAFv1CZI7u3bubfF/3gXKrVq0MxqjOVbZsWbnTPj4+3qzyg4KCcO/ePQDAgwcPihwH0ZaEEDhy\n5Ij8fyXb+z59+ph8X/fabewhoa6XX35Z7rA9e/YsMjIy9K73AwcOxC+//AIA6NWrF8aOHYtevXqh\nfv36Zj8EVSIPcylRlm777OfnZ7K9z/1XNy77pUuX9D7HuvmNHDnSrh7oA8qfM3kV1N7nxpnOzMw0\n+zphrsePHyMsLAxJSUlIT0/X+xt6e3sjNjZWjlFqbf3798d7772HR48e4ddff8UXX3wBLy8vvTR/\n/PGHvE7Cc889ZzSWbP369dneF6Jctvc5CtPed+nSxeSx0k1rzuc4KCgIkiRBCIHY2FhF7/OtKTo6\nWr6GqNVqvPrqq4rk6+vri6efftpkGt1r99ChQwvM8+WXX5Y7bA2t4TFw4ECcPn0aWVlZaNOmDcaO\nHYtnn322UOuiKZGHNcvSbZ/d3d3Nau8DAwNx+/ZtJCYm4sGDB3oPBizV16MUpc+ZvApq72vWrCn/\nrHR7HxcXh1u3buHx48fIzMzU+xu6u7sjLS3NZu39qFGjMHPmTGg0Gvzwww+YOHFivnvS1atXy2t6\nvPLKK0avt127dkXXrl0tXme294bzKwxHbe9NPfzLm9acz7HugKu869Jam0W+geUuTARA0ZHrxkbc\n5NI9mE2aNCkwPzc3N9StWxfnzp2Tt9ftsG3atCk+//xzjBs3DsnJyZg9ezZmz54NDw8PNGrUCG3a\ntEG3bt3QqVMnox8mJfIwlxJl6T51WrZsGZYtW1aoOuRd5M9S54JSlD5n8ipfvnyBeeYuJgmg2Df/\n6enpWL58OdatW4ezZ8+atchlYmKi1Tv5gZybwnfffRdCCPzwww+YPXu23vu6o/hHjx5t7erlo9u5\nlTtatSC5C4nl3d6W5dpqPwD9UQK2Hrle0Dmv+zk05/Ph5uaGjIwMg4uJGqLU6AlbSkhIQGJiIoCc\n65hSCwj7+fnB39/fZJrCXrurVq2K0qVLIyEhAVlZWYiKitL7wtqvXz+MHTsWixYtQkxMDCZOnIiJ\nEyfC29sbTZo0Qbt27fDss8+ibdu2RjvRlcjDXEqUpdve53ZmF0ZJb+8LOmfyMre9z8zMNPs6YUpi\nYiK++OIL/Pzzz7hy5UqB6bOyspCWlqZ3z2ENrq6uGDFiBD7//HOkpKTg559/ztems723TLls73Mo\n2d7rpjXnc6xSqeDq6iqnTU5OdshOft3re506dRRbSLlmzZoFtoeFvXbrptHtfMo1ZswYnDx5Eps2\nbcKtW7fwzjvvAMgZNNS0aVM8/fTT6Nmzp8mZCkrkYS4lytJt74vygObRo0d67V9Ja+8LOmfyKqi9\nz/vdvrgiIiKwcOFCbNq0Se/YG5N7b25t5cuXR69evfD777/j5s2bOHjwIDp27KiX5ocffgAASJJk\ncMFda2N7bzi/wtCdRfAkt/f29N1emaW+dWg0GnnFbgAoU6aMYnnnHfmTl+6q8n5+fmblqVs/Q6vS\njxkzBmfPnsWoUaPkTofU1FQcP34cn3/+OUJDQ1GpUiV88803RstQIg9zFbes4j5tzsjIMJqfkueC\nUixxzuiy5kjGu3fvonHjxhg7diz+++8/szr4Af0LvDW9/PLL8sVw9erV0Gg08ntpaWn46aefAOR8\n7l988UWb1FGX7vXH3M+JbrqCrl/WKtdW+wFA72+s9EymwirMZ9MSn2PdPHNHtDga3fPC19dXsdHq\n5pxjRbl266YzdO3+/PPPceTIEQwaNAje3t4AcmY7HTp0CLNnz8bTTz+NWrVqYePGjUbLUCIPcxW3\nLLb3BSvonNFlzfb+7NmzqFOnDqZPn25WB38uW7X3uuH2dDv0gZzOmN27dwMAqlevbjKMmrWwvTec\nX2GwvTecZ0lo76353R4o/LVbN01mZma+656zszM2btyIP/74Az179pQ7ZGNjY7F7925MmTIFTZo0\nQbNmzXDo0CGDZSiRh7mUKIvtvWkFnTN5WbO937VrF2rVqoVFixaZ1cEP2K6tB/RnduRt7w8fPozr\n168DyJk1ZWqgpLWwvTecn7mEEGzvDeRn67Ze8SuUWq2WpyMDOU89TMXZU1Jhn7bkTWdsZEWDBg2w\ncuVKrFixAteuXcPJkydx9OhR7N69G3fv3kVERATefPNNnDlzBt9++63F8jBXccrSPTmbNm1a4GjK\nvPJOHVT6SbbSLHXOWJtGo0H//v31pudJkoSKFSsiODgYnp6ecHFxkd87e/YsoqKiAOhP1bQmHx8f\nDBw4EKtXr0Z4eDh27tyJXr16AQA2btwoj0J46aWXTD4VzsjIwIEDBxSrl4uLCzp16pTv95UrV5Z/\nDg8PN2vWxa1bt+Sfq1SpUqT6KF2urfYD0H/CbY/XA2vSHWVh61EPRWXL67ulrt1t27ZF27ZtodVq\nceHCBZw8eRJHjhzB7t27ERUVhbCwMAwYMABz5szBxIkTLZaHuYpTlm57365du0Kfh3lHwLC9t47k\n5GT06dMHkZGR8u9UKhWqVKmCwMBAuLu767X3x48flwff2Kq9r1WrFjp06ICDBw/ixIkTuHjxohwj\nfdWqVfKghFdffdXkw8KEhASzQimYy8fHB61bt873e912Urf9M0Xp9l6Jcm21HwDbe11s74vHzc1N\nHimanp5e4IhT3Q5pSZKMhlnr3bs3evfujczMTJw9exYnTpzA4cOHsWfPHiQmJuL06dPo1KkTfvrp\nJwwaNMhieZirOGU5OTnJx6Vbt26FHpSRN2Slu7u7HN4jPT29WA8ELcFS54y13bt3Dy+88AJSUlLk\n3zk7O6Nq1arw9/eHm5ubXj/b/v37kZ2dbbO2HgBCQ0NRuXJl3L17F5s2bcLXX38tnz8rV66U0xlb\nay/Xw4cPceHCBcXqVbZsWYMzjtneG87PXJIkyWGigJzPm7lrApQ0dtXWW2I13/Lly8srC586dUqx\nvAoyatQoOe2cOXPMyj84OFje5vTp04Wqm1arFdu2bROlSpWS8zh+/LjV81CyrNGjR8vvrVy5sthl\nvv7663J+n3zySbHy+vjjj+W81q5da9Y2n376qbzNihUr8r1viXNGd58LWmFcCCEaNWokp4+Pjzer\nDnnt2bNHzsPDw0MsW7bMZF69evWS0//7778G0xTleBfW8ePH5TKee+45+fft27c3+xpy//59vVXS\ni/sqU6aMwXKysrKEi4uLnO7IkSMF7l+lSpXk9Bs3bizcwbFQubbaDyGEeOWVV+R8li9fXmD6li1b\nyunDw8NNpk1NTZXTVq5c2WCawnw29+7dK6cdPnx4gXX18fERAISnp2eBaYUQws/PT84/IiLCrG3s\nTUZGhlCpVAKAkCRJxMTEFDmvrKysAv9+ujp37iyn/+mnnwpMn5ycLNRqtbzNo0ePClW/7OxssWrV\nKjkPZ2dnce/ePavnoWRZXbt2lY/Hvn37il1maGionN/q1auLldegQYPkvA4fPmzWNrrt+d69e/O9\nb4lzRnefL1y4UGCeudcJHx8fs/bJkO+++04uMyAgQKxfv16kpKQYTR8SEiKnN/YZLcrxLqwNGzbI\nZXzwwQdCiJz70qpVqwoAwsnJqcBr4eHDhxVt75s2bWqwnHv37umle/Dggcl6paamCldXV7PvW4xR\nulxb7YcQQnTs2FHOZ+fOnQWmDwoKEgCEi4tLgWkvX74s592+fXuDaQrz2VyxYoWcdvr06SbTxsfH\ny2nr169fYF2TkpLk9G5ubkKr1Ra4jT26cuWKvB9+fn7F2g/dvDp37lxg+sqVK8vpT548WWD6ixcv\nyul9fX0LXb+0tDQxa9YsOQ9/f3+RlpZm9TyULCv3OgtA3Llzp9hlVq9evVDfI0xp2rRpoe+Hdb8n\n3r59O9/7ljhndPe5oL9lTExMge2MOT766CM5n5o1a4rt27eLjIwMo+nd3NwKvMcoyvEuLN3+l6+/\n/loIIURiYqLw8PAQAERgYKDIzMw0mceqVasUbe8HDRpksJy//vpLTuPl5SWysrJM1uvatWt6+SYk\nJBTpGCldrq32QwghKlasKOdz48YNk2kfP34sp61Xr16Bef/xxx9y+lGjRhlMU5jPZmH6t/799185\nbd++fQus63///Veo+wNLUjxcDwA0b95c/vn333+3RBEG6T6d27t3b4Hpz58/L4+EcnZ2Rr169QpV\nniRJ6NmzJ8aNGyf/bseOHVbPQ8mymjVrJv+8c+fOYpep5LmgUil/ulr7nLGU48ePyz9PmzYNb775\npsmFQs2Z3m+J451Xq1at0LBhQwDAtm3b5JGnuQs6PfXUU2jatKnF62EOJycntGjRQv7/9u3bTaa/\ncOGCvLCqJElFjlmpdLm22g9Af5SAOTEvdRU09dDcUQv2IC0tDXFxcQByRhvZepGionJxcZE/v0II\n/PHHH1Yru7DX7v3798vTSStUqGB2uJZcarUaI0aMwMsvvwwgJ765OeUqnYeSZbG9N62454yl6Lb3\nX331FV566SWjo6bS09Nx+/btAvO0Rnvfr18/eUHdtWvXIjMzE/v375fr16dPH71Fy2ypYsWKqFCh\ngvz/gtrJffv2ySNBvby85FkKti7XVvsBFL29z8zM1Bu1aogjtfe6+165cmXFF2G3llq1asnfK+Li\n4nD48GGrlV3Ya3du+K+825rLzc0NkydPRrt27QDkhMU5efKk1fNQsiy296YV95yxFN32fsOGDejR\no4feTD1dd+7cMXudEEsbNWqUPFs0d/T+Tz/9JIcRGjFihNUifRSkadOm8jF9/Pix3qLShui2o/Xq\n1Svy+iRKl2ur/QCK3t6bE1bIUdv74syEVIJFPuW6K45/9dVXcgeRpemG2Dh48GCBU3p1F/ps3bp1\nvqnYuZ0wBdGdsp53ITol8jCXEmV1795djqW1ZcuWQk2LNvRBDQ0NlfM7c+aMHGe9KHSniuou8FEc\nSp8ztqIbe7CgRUS2bduGmzdvFpinJY63Ibmx+7Kzs7FmzRp8//338jTDgqbyATk3t6GhoYq9TMUD\n7tevn/zzihUrTC5stGDBAvnn1q1bm7Uoo7XKtdV+NGjQQP45Nyajuf766y+T7//2229FqpMt6IbV\nCgkJcdgv/YB+ez9r1iyrLfale+3++eefTXZkarVazJs3z+C2uZ7E9j43PBoAfPPNN2Z1Bucy1N7r\nngu///47jhw5YnZ+eVm6vVfinLGVwrT3K1euLLDDFLBOe+/i4oIRI0YAyDkXt27dqhev15z23tfX\nV9H2vk2bNkbL0m0nv/jiCzk0RV5CCHz22Wfy/3v37l2sUA9Kl2ur/ShOe19QCEZHau+vXr0q/6x7\nTByNSqVCaGio/P+JEydaLeaw7vV36dKlemv/5ZWcnIwvv/zS4LZAzrXd3PsUY+2nEnmYS6mydNv7\nOXPmFOperaD2/ptvvjHre6Uxlm7vi3vO2FJh2vslS5aYlac12vuyZcuid+/eAHJCBP/3339yey9J\nEkaPHl1gHuXLl1e0vTe2MLW3tze6dOki/3/hwoVG65Seno6vvvpK/v8LL7xgzuGwSrm22g+g6O19\nRESEXhtpiBJrmFmLXbX3lpgekJaWphfSpHbt2uLKlSsmtzE01UqIwoXrEUKIdu3ayekrVaokrl27\nZjDd7Nmz9aaobNiwIV+aDh06iLfeekuEhYUZLe/x48eiWbNmcj6zZs1SPA9zKVXWyy+/LL9fpkwZ\nsXv3bpPlPnjwQIwfP160bNnS4PtDhgyR8/Pw8BA///yzyfzCw8NFenp6vt/rTlEfPXq0yTxyFRSu\nRwhlzxkhbBOuZ968eXIe7du3N3j8hBDiwIEDonTp0nr7YSxcT1GOd1EkJiYKT09PeSpi2bJlBZAT\n9iQpKcli5RZFdHS08PLyko9L7969DU4LW7lypd4xNjYdLDMzU+zcuVN+GZsqp3S5SudnLt3QSnXr\n1i0wvW64nqCgIHHz5k2D6Q4fPizc3d3ltMHBwQbT2Uu4njVr1sh5v/XWWwWmt2cRERHy9GAAonXr\n1uLhw4dG02s0GnH37t18vy9suJ7s7Gy96diNGzcWkZGRBvN944039M5jQyHxatWqJSZPnmwyLFRk\nZKRemevWrVM8D3MpVdbTTz8tv1+1alWj7UGu69evi1dffVX069fP4Ptt27aV8/P39xd//fWXyfxu\n3bpl8PeTJk2S85k9e7bJPHIVFK5H6XNGCNuE69Gt24svvmg0bMbPP/+sF5oNMB6upyjHuyhu3Lgh\nJEkSAETLli3l0DBVqlQRGo3GYuUWxcWLF/XCNb3++usG6zh16lS9Y2ws3FFiYqJee28s5ILS5Sqd\nn7l0Qyt17969wPS54Xpy7w+Mnau//vqrHCYOgGjVqpXBdPYSrmfGjBly+gULFhSY3p7phi4AIJ5/\n/nmRmJhoNH1mZqbBEFGFDdcTFxcnh/kAIJ599lmRnJycL11KSoro2bOnnM7Z2Tnf/UhaWpooU6aM\n+Pzzz01+57p8+bLeffI///yjaB7mUqqszMxMvfavefPmJvsLhBDi1KlT4rnnnhPjxo3L915mZqZe\niI7q1asX+Dkz1tczcOBAOZ9ffvnFZB65CgrXo+Q5k8sW4Xq6dOki5zNlyhSDabRarVi4cKHeZ9PU\nPUZRjndR7Nq1Sy5H9+/VqVMni5VZVH/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rV8fTTz+Nzp07y4vJWzIPcyld1v3797F3716c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T8A\n/f3qrNGvseLNq0FERMGnTqhrJNq1PFNNd7VoeepkugDgNK/Nmxdf15xdTmxo0/PWenmda7v3547f\nDAAQrtDbKVNMIGtFvHbLEm1nRFxzVDSO0tKhhtHecuN4Lc8QE8wakUotbSsT4Mp2d0M8raXXdeqj\njNdunCAXANa26Xmt8ZSW7krpE/MmlYl6M7aYlHfjusvau/8dpUy8O2GUfi7G1njnavwo/Z69IaZf\nCzQq1w1ykt6aqHeeKsOyU4QBTGjTJBIJPPPMM3j//ffR1tYG2+7+TLuui+bmZrzwwgtYtGgRpk+f\njrfffhuXXnopHnroIeyzzz5oaGiAtfH/r2EYqKysxIQJE/D5z38eO+ywQ8nqzE5+IiIiIiIiIiIi\nIhrx3n//fcyaNQsrV670Xc8wDFx22WV4+umnceONN+KDDz7ABx984LvNCSecgHvuuackT38M+07+\nTCaDDRs2oLW1FfX19WhsbIRp8pe84KsCUJ0/O9Kgp2snessT9F/DI9t4vxjXN+ijwyZ26OvWKP9j\nYuP0X6ERGrVxYVX+elF+G89fbNvNtT+Pqx2VXa7UHxhAfbU3giDSoP/yjwnKkxa14/Q8+fnw+ywV\nehyCSurll1/GpZdemk1fffXVmD59esHtXnnlFTzyyCNYvHgxAGDLLbfE1772Ney3336lqioNslQq\nhfXr16OzsxONjY2or68P5mOzpHHjGwArUnjFPsi0LM8uJ9bo7Xu74bUDa9O1Wt6nqTot3VIRLukI\nnOHuo3ffAgA0KSMM1y5r1dZpX62Prkys6cguq+8jALhd6wdcJ9dOFV5pE5hG9yto+NVJQ1kymcTa\ntWuRTCYxZswY1NXVFd6Ihry33noL9TGvbTaS+pPhRqrTS4hR/k6H3oY4bc1KXouWl2xpV5Y79bxm\nr+2JN3fvf4eNI/mp/zqWf9S90KI8IdikP+VgK6PzU+LJwtaI3l3ZpIzsr43peVXK6P1YSO/vU9Op\nLv2zQ5TPhRdemO3gj0ajaGhoyPYlG4aBiooKbLPNNjj99NPx1a9+FYcccgimTJmCxx57DEuWLEEi\nkYDrek+5dHV1obm5+7vpvvvuw9e+9jUcddRRRa/3sOvk/9///odnnnkG8+fPx6uvvoo1a9ZoJ9Y0\nTWy22Wb4whe+gJkzZ+Kggw7ClClTBrHGtCnM516FKR6Dc9q8Tt3MBv1mrXOl91FfuWGUlre40+us\nX9ap3/R36E+4ad5t1jsBNrv7RQBA+oMPEPnCZC0v0yF6p6Hvx1TCAFkiTI680cq5WXRREnI/sh5q\nPdX698YRxx9a+N/scurlpQCA9A7rAADvNk/S1m1XNpXvx2fKjzC2q/9A0/ZGPLs8cck6La9qov5D\njNXoXVCYtfqPBWa8+JOnODDgBDAAXrnrHI/Hccopp+Djjz/O/m39ev/OnNbWVpx00kmYM2dOTt5v\nf/tbHHHEEbj77rsxatSoIteWym3hwoV47rnnMH/+fPz73/9GU1OTlh8KhbDlllti//33x8yZM3Hw\nwQdj3LhxeUqj4cgM69cJIeUR91BEb4djSriY0eIms1bcZNZGQ6jduH7YEt+LImyOWodQpT44IFyj\nP3Jf2aB3NjgZ74ds+YNVZafeIKYz+mP02n5C+rGGZSicRr3dq1R+NJd1lMcgz7Gr1FOem55z1vOv\n+ni/POcrmvVzrr5fIRGqQK2Dkx78Cc+IqHhc18XLL7+MF154AfPnz8fChQvR1qb/CBiJRLDtttti\n5syZ2ft7XucFlKsMrnL0ds5Qfox14qK9FB23rpJOd8S1vFSb9+NBqrVDy+ta75Ub39C9Xdfo7vU7\n1+o/OriOfv9rKeFiIqJNqxqtt1s1k/QfJWo29/oxYmJAarhSDEar0O95HaWJj4twPeu79D6Rz5r0\nc/HJWu/4NzTreV3tenuaiuv387Z6jSI6Dio3huDpKUN9Wy2xruVz3SBDE1pK+MGQWDei5rn6e+OW\nqL9EFdgf9Qe7AkOU4zh47rnnAAC/+93vcMYZZyAU8u8+N00T55xzDs4555y866xcuRLf/OY38eKL\nL+Lxxx9nJ38+qVQKf/vb33DzzTfj5Zdf9l3XcRwsW7YMDzzwAB544AEYhoFZs2bhjDPOwOGHH56N\nmURERIPrkksuwccff4zq6mp0dHQUXD+TyeCoo47C888/D6D7MbgjjjgChmFg7ty5uPfeezF37lzM\nnj0bzzzzDMLhcIESaahpb2/H/fffj1tuuQVvv/2277qZTAaLFi3CokWLcOeddyIcDmP27Nk444wz\ncOCBB5apxkRERNRf69evx1133YVbb70Vn376qe+6qVQK7733Ht577z3cfPPNqKiowDe/+U2cccYZ\nfXr6k4iISLVq1SrE43HU1dXh7LPPLtrT4RMnTsQPf/hDvPjii1i0aFFRypQC3cnvui7uueceXHzx\nxVixYkX276ZpYocddsDuu++OsWPHoqGhATU1NWhtbUVTUxNWr16NBQsWYNGiRXBdF08//TSefvpp\nbL311vj1r39dkl9TiIio7/71r3/hhhtuQHV1NS688EL87Gc/K7jN7bffnu3gv+6663D++edn8445\n5hjsscceOPfcc/HPf/4Tt912G84+++yS1Z+KK5VK4fe//z2uuOIKtLS0ZP8eCoUwdepUTJ06FY2N\njWhsbERlZSWamprQ1NSEFStW4D//+Q+WLVuGdDqNhx9+GA8//DD22GMPXH/99dh///0H76CIiIhI\n097ejquvvhrXX389EglldHMsht133x077bQTGhsb0dDQgGg0ig0bNqCpqQlLlizBv//9b6xduxbx\neBx33nkn7rzzTnzpS1/C9ddfj1133XUQj4qIiIKkZ4DhhAkTih7+dfLk7qgf8qm0YglsJ//ChQtx\n+umn44033gAA1NTU4Oijj8Zxxx2HfffdF7W1tQVKADZs2ICXXnoJDzzwAObOnYtPPvkERx99NPbf\nf3/cdttt+NznPlfqwyCiEch1y/PYYNGVqc7JZBKnnHIKHMfBlVde2afvc9d1cfXVVwMApk6divPO\nOy9nnXPOOQf33HMP3njjDVx99dU466yzGLM9AJ588kmcffbZ+OSTTwAAY8aMwTe+8Q0cc8wxmDFj\nBioqKgqU0P1o5AsvvID7778fzzzzDBYuXIiZM2fiqKOOwh/+8AeMHz++1IdBRCOQgWA+Ch/EOlPw\n3XvvvfjRj36ENWvWAAA233xzfOtb38LXvvY1TJs2rU9PYH766ad47rnncO+99+Lll1/Gc889h2nT\npuGUU07B9ddfj5qamlIfBhGNQIYRzPlsgljncgiHw9hrr72w9dZbF73s2trakpUNBLiT/4EHHsAb\nb7yBz33uc/jJT36CY445BpWVlYU3VDQ2NmL27NmYPXs22tra8Oc//xlXX301XnzxRfzjH/9gJ/8Q\n9snjDqqjemilZMbrCGzP6B/t5pSX3pDS49w1KeHm2tMifpvo1bQMb9u1Sb2cFR/XZv/dPKZPCpdc\no5fTFdcvUlMZZTIYVy834+jfvLboaM246rp6Xv4Ivd3U+HgQ81Fbcj+iHmo91foDuccXXSXmJHjd\nOz8956021P2vPK9q+L+4rR9gQol93GXrn4d1SS9+YWOH/t1QL+pTE/LS0ZB+1jqSnHi33C677DJ8\n8MEHmDFjBs4++2zcc889Bbd5/fXXsXRp9/wOJ510Ut7O+5NOOglvvPEGVqxYgX/961/YZ599ilp3\nKr5bb70Vn3zyCfbee29cdNFFOPTQQwvGRJQmTpyIb33rW/jWt76FtWvX4s4778RvfvMbPPLIIzjx\nxBMxe/bs0lSeBlW0plFLh6tHZZdjFXo7VVfppetEXmVEb5eiloHoxtivMl4sDNGYRr349kal3rkU\na9B/wHRSIv6wEtw1HNPrlE7o69qJ/C2+FRMx+UVZsVF6XP2K0d4klrKO8hjU49tYaW+/4tz0nLPo\nxji66nmV51x9PwCgTclX30dAf5/jTStBRMF03XXXYc2aNTj44INx4YUX4oADDuj3YIytttoKW221\nFU477TQsWbIEt956K2666Sb86U9/wllnnYXddtutNJWnojBS3tMbRleLlpdevURZ1r/rO1bqc3Z1\nrfbmaWpfpYf8VGPrN3foMeubU15b2r7xxrrV3ND9b9r/zrpamf+msTmh5U1ar8e7l224obSd4doq\nLS/UKAaiOPp9rKPMjdeV1u9bm7r0/Xy2Xj8Xq5VJ7dvW6/McdK5foaWTbfrcV+lE/lCqkcrua4fl\nH3wAAAhXetcSEdGGV9R66cpa/XqkepR+jTGx3hvYM7lRv7/frM7Lm1Sjbxeq8L5HxFUaUa+22mor\n/Otf/wpc2UCAP+Nbb7017rnnHrz33nv49re/3e8Ofqm2thbf+9738NFHH+Hmm2/GxIkTi1RTIiLq\nqzfeeAPXXnstQqEQbr/99uwM9oW8+OKL2WW/ECxq3ksvvbTpFaWy2X333TFv3jy89tprOPLII/vd\nwS+NHTsWF110ET777DNcccUVqKurK7wRERERldQXv/hFvPrqq3jyySdx4IEHDvhpyy222AJXXXUV\nPv30U1xwwQWIxWKFNyIiIgqwwI7kP+OMM0pSbiQSKVnZRESUXzqdxsknn4xMJoMf/ehHmDp1ap+3\n/WDjSBEA2H777fOup+a9//77m1ZRKquf//znJSm3uroaF198cUnKJiICusPemAF8Fj54Nabh4Prr\nry9JuWPGjMG1115bkrKJiIiGksB28hMRBZULA44bvFtoZ+PToLZto7m52Xfd+vr6fpd/5ZVX4u23\n38aUKVNw6aWX9mvbnsnX6+rqUFVVlXe9WCyGhoYGNDU1YeVKhnUgIiIiIiKiTWcimGFSgtcjQYWw\nk58C6elVtagM6x15amz6pAhcn3K8dMrW49ip28nBVhFT/0NaKac9pect76jK/lv7qR6Hr7MroqXb\nkiKd8WLNdon49nHb8E2nlNB7MiZ/oXlS1ZJCYuVCndCWFndXj51rxvXCnHX6MVV1evEPe85bzcZ/\n2/XQiNo5zzjyffUOuEMPOYh1SujDiKXvP2KKOQMs7/0IicPuSgexuS6td999Fw0NDb7ruP2cWfjt\nt9/Gr371KwDALbfc0u8QbB0d3XEh+7JdZWUlmpqastsQ0fARqxuTXa6o1+PYVtV5oRpi1Xo7PLra\niwNbHdZj2MdCetoyDfQ0K+IyAa6pr2tGve8ks1b/8TOaSWppQxQWqvLqG23Q4/nacX1b18k/f4wh\nwp5ZFXrM20iNPnl1tM6b0ybSoNdZHoMR1b9zHeX45bnpOWfWxgz1vMpzrr4fALCu2jte9X0EADvp\nvc+urV8MJFrXgYiIgsHIePfQ9vrVWl5y+bLscsvHy7S8DR/qMfk3rGjPLi8RcenXJMVccQU0F4jF\n36MtY/e6DAAd4ib9c5+1aelojdfmVY7X88IT9Fj5hqOXrU5Z15XWj21Dh36tsF7MFaDG4W9d9qGW\nN5D2M9XR3Ou/ANC5dom2rjpsLFY/TsurHrullm4b7c0L1NSpdxqkJ3onImLpFyBVEe86h0G7aCBW\nrlyJNWvWYNq0af3absOGDbjuuuuy/R2lxN4rIiIaVJlMBqeccgrS6TS++c1v4uCDD+53Gel09wV8\nX+K1h8PdP/KkUqkCaxIRERERERHRSNfU1IR99tkHN954Y5+3mT9/PqZOnYq5c+eWsGaeYTuSv6ur\nC/fccw/mzZuH999/H83NzQU7dH71q1/hBz/4QZlqSEQjlQsDbiAfjuuu884776xNdDtQ1157LRYu\nXIj6+nrccMMNm1RGT4ieRCJRYE0gHu8eEVtdXV1gTQqCDRs24M4778QzzzyDDz/8EG1tbdkfffJ5\n8MEHcdhhh5WphkQ0UhlG7lOigRDEOtOwt2zZMtxxxx2YP38+Fi1ahPb2dti2/yjr1157DbvsskuZ\nakhEI5VhGAOeLHxwBLHOgyuZTOLcc8/Fs88+i7vuugujR4/udT3btnHppZfiV7/6FRzHKRgJoViG\nZSf/22+/jcMPPxxLly7t13Yc1UlEVJhlWZsUc783ixcvxmWXXQagu7N/7Nixm1TOqFGjAACtra1w\nXdf3IqulpQVAd/x+Crann34a3/jGNwrOESFlMv17VJuIiIgGz7333ovvfve72YEafVXoRwAiIqK+\nmjJlCo444gjMnTsX//jHPzB16lTcf//9OOCAA7T1lixZgm9961t45ZVXAADbb7897rnnnrLUcdh1\n8nd2duKwww7DsmXdcdqmTp2KffbZB2PHjs2GaMjnC1/4QjmqSEXwaUcSMRG/VSW799S4VCEjN7Zu\nj4joGLREWg2n1yFijq9Odv93Wp0IoaapVsuLZ/R9dtp6ukOJw99ly5j8WhIpkU4r1ZAx+X1C9AIA\n1DC9MiZ/WmybFjH60653DElHz0uIY2hP6//3KhJeNLzVie7zVr/x/HVk9Iqop1m+HxElmUL+eRi6\nbP0HPHla/KLHJ9JJn1waqE8++QTJZBKGYeDPf/4zHnjggZx1Vq1alV3+yU9+gt/85jcAgEceeQS1\ntd3/17bZZhsA3T/Wrlq1ChMnTux1f2vXrs2O9t92222LeixUXsuWLcNRRx2Fzs5OGIaBffbZB3vs\nsQcaGhoKhm3acccdy1RLGigzHIUZ8mKphmJ6/Phwpd7exuq8Hwor6/S5e6qVWO5javWY7/VVXoz+\niojeRodEcHnTyI03n2Xp7Z0b9upr1TVqeYaI3x+J6fUN13kxhZ2U/pSSk9SfVulPTH4zKubRiegR\nao0qL+atVT1KX7dGT6vH171B/mvtnnPW8696XuU5V98PQH+/MuJCyLG9Opkhff+hCu+JrXSXHuc4\nk/A6C107BHYFEg1Nr7/+Ok466SQ4joNQKIT9998fU6dOxahRo2Ca/tGHJ0yYUKZaUjEYGe+ezelo\n0vLal6/NLssY/EuWtGrp/7V7928FbofLYl1KH1xS3aV/bqvXdWWXU616DH43qf+wZbjyXtlLJ0Rn\nQFOnfq3Q1a7f13auX+FtOwTmsEk0r9HTrfr7nIl/Lu+2Vcp1xNha/bpGneOPMflpIKqqqvD3v/8d\nv//97/GjH/0IK1euxJe+9CX89Kc/xaWXXgrLsvDXv/4Vp512WnZg4UknnYSbbropG3mg1IZdJ//c\nuXOxbNkyhEIhPPjggzj66KMHu0pERBrXBZz+zUs7JJTyItl1XTz//PMF13vzzTezy+rTV7vuumt2\neeHChXk7+RcsWNDrNhQ8//d//4fOzk6MGjUK8+bNw7777jvYVSIiIqIiu+WWW+A4DiZPnownn3wS\nO+yww2BXiYhI4zsAZAgLYJWHhO9///vYf//9cdxxx+HDDz/EFVdcgRdeeAGf+9zncMcddwAAamtr\nceutt+Kb3/xmWes27Dr533//fQDAN7/5TXbwExENcbvvvjueeeYZ33WefvppXHvttQCAq666CtOn\nTwegh9s55JBDYFkWbNvGP/7xDxx++OG9ljVv3jwAgGmaOOSQQ4pxCDRIetr78847jx38RDQkmdCf\nJg0K3vTTUNLT3l9++eXs4CcioiFh6tSpWLhwIb7//e/jrrvuwiuvvJINz7PnnnvigQcewFZbbVX2\neg27Tv6amu5HjHkBQEQ09DU0NODLX/6y7zrLly/PLu+22269rt/Y2IjDDz8cc+bMwf33349LLrkE\nm2++ubbOihUrcN999wEADj300E2O/09DA9t7IiKi4Y/tPRERDUVVVVXYZ599cN999yGd9sJjnX76\n6YPSwQ8Mw07+3XbbDUB3Zw4NX1tVR1EZ2cSIaiJMihqCRIZQycg49Xb+mHdrE9bGfw2ETb1uCUcf\nx5UUcz4mlKJSIiZKUgSJ9auTLWP0wZ86UkvGuw9bejok6tylhM9tF/EwW0U6KuJjx0zvINcmuvfT\nuPHfREY/4KjllVUR0ssNKVWUj8dpaxr+83H46ZKTINCQdeWVV+Lxxx9HZ2cnZs+ejUceeQRbbLEF\nAGDp0qU46qij0N7ejnA4jCuvvHKQa0sDxfZ+ZBg1eUdYUS+uuiXmV4rE9HS00ktX1oi47kpM/s3q\nK7W8BmW76ojeZlliKLYJA+bGNlNeNzghPdY/lLqbhl6QIeLZh2W8+6QXh98V88O4tmiU/SbhEW2y\nYenHZ4T1OhtR7zzJmPtuWL++cSL6eVSP3xHNZ885MzdefVimd/LkOVffD0B/vxxx0k3leiUS08tJ\n1njbpRJ6bGJbuRlzUnGs/eBRENHQs9tuu+GZZ57BihUrMGPGjMGuDpWSMo+a3dGhZSWbvHlqOlbr\nceuXxvXv96EQh9+PjNG/RbPX3qe79Bj8blqfW07e4auptK0febto9xIiRv9QiMPvS1xIdKxbkl2O\n1tZreRs6vPPULjpbMup1Ax9VoyJpbW3F6aefjr/85S8AgPHjx8O2baxbtw6nnnoq5s+fj5tvvjn7\nQ3W5BPEJUl+zZs3CTjvthL/+9a9oa2srvAERUZk5LuC4RuBerju0r4p23HFH3HHHHTBNE2+88Qa2\n2WYbTJ8+HdOnT8fWW2+NhQsXwjRN3H777dhll10Gu7o0QCeeeCIaGhpw9913w7b5YxwRDT2GYQTz\nxV6QwEilUrjooovwi1/8YrCrUjJnnnkmIpEI7rzzzsGuChFRr4yAvmjT/Pvf/8a0adOyHfwHHXQQ\n3nrrLbz55pv44he/CAC47777sPvuu+P1118va92G3Uh+wzDwyCOPYL/99sMRRxyBBx98EOPHjx/s\nahERURmccMIJmDJlCi688EK8+uqrWLhwYTZvn332wTXXXIP99ttvk8tftmxZ2TqUJ0+eDNMcdr/F\nF01NTQ3mzJmDgw8+GCeccAL++Mc/ln2kBBER0WCKx+O45pprEIvFcNlllw12dUpiyy23xD333IPj\njz8e559/Pq6++mpEIpHCGxIRERWR67q49tprcckllyCdTiMcDuPyyy/Hj3/8Yxgbn1h95plncNVV\nV+HSSy/FokWLsO++++Kqq67C+eefn12nlIZdJz8AbLfddnj99ddx5plnYquttsLhhx+OadOmoa6u\nzvek7rPPPpg6dWoZa0qb6oBxnaiN6I+q2a7XGZaW4XGUdNzW8zoyZq/LANAsno5rUfr24uJxuDVd\n3Z+tNXGnl/3r5WTEo+Zq5B8Zcicj02JbBz7helz/gD3q/wcZrsdMi3A9Ih5OyGdbEVUnZ9uo0nHZ\ntPHkNHR1/yvPqxqup0p8Y9Ur1/fVIX07NV1hiTJNPR1W0pah57WlukCD6+CDD85Ozjtt2rSC63/+\n85/Hyy+/jLVr12Lx4sUAum8Qx40bN+C6TJs2DRs2bBhwOX2xbt06jB49uiz7Cqr99tsP//nPf3Dq\nqadiiy22wJFHHomddtoJ1dXVvtsdcsgh2HLLLctTSRqQ0Zs1wqqoyqZDMmxbxNLSNRVemJeGKr0T\naHS1lx5bq4edqVPC/lSG9DJlG2Ya3qOwOW22eEg2FKvNLrshfZ+Goz82Dzst8pWLDrEfQzyub7j5\ngxO4hvyx0BD5etoxleO39LA5rinSIf0cqyEFbVGnnlr0nE71vMpzXifCMNnePOsQ0QRRrazbVK1f\nuLUrIRwyIvxeRrn4shNdWAui4Fm5ciUAIJFIYO3atcN2vqHjjjsOEydOxOmnn44HH3wQRx55JLbd\ndltUVlb6bvf1r38djY2NZaolDZQais5J6W1iSgk10ynCu3ZkhnqAHp2sbzrhHXcmLjogRHg+2d6r\nVwPyNMRFWKC0SGfiekikoU6tbzqu36OnE96FQjIt2nu1/0S/3CDql/fffx8XXnghAGDKlCl44IEH\nsNdee2nrmKaJiy++GAceeCCOP/54LFmyBBdccAHeeOMN3H///SWv47Ds5AeAd955B2vXrkU8Hsdf\n/vKX7GMUfq699lp28hNRGRhwA/iAXKE5HkplwoQJmDBhQr+3Gzt27LC92SXPwoUL0dLSgubmZvzf\n//1fn7Z59NFH2clPRESBd/fdd2eXf/vb3+Kqq64axNqUjuM4eP3119HZ2YlVq1bh1ltv7dN2e++9\nNzv5iajkTCN3jsAgKMPA8mGlZxDtscceiz/+8Y+oq6vLu+6+++6LN998E6eeeir+9re/4a233ipL\nHYdlJ/+NN96I8847r+AoZiIiov7473//W7ZwPQ0NDWXZT5D94Ac/wO9///vBrgYRUa8M3vTTAH3w\nwQd4++230dLSgrQyWXRbWxteeeUVPP7449hss83Q0dGBq6++Gv/85z9xwAEHYOzYsQiFum/1DcNA\nLBbD2LFjsccee2DixImDdTibxHEcHH300ZgzZ85gV4WIiEawWCyG2267Daeffnqf1h81ahT++te/\n4tZbby3bvDLDrpN/yZIl+PGPfwzXdbHLLrvgwgsvxN57742xY8ciHA77blsov9xc1y1LzKZi7Kdc\ndSUiGkybb775YFeBNnrppZeyHfwzZ87Eueeei9133x0NDQ3Zjo18hlIsX7b1REQktbS04Gtf+xrm\nz59fcN0zzzwT8XgcV1xxBV577TW89tpredc1TRMnnngi7rjjDlhWMOJW3H///dkO/q997Ws4/fTT\nseuuu2LUqFEF5y6KRqNlqGHfOI5TlrmWirGfctWViChIttlmG2yzzTb93u573/seZs+eXfwK9WLY\ndfLPmzcPqVQKW2+9Nf71r38VjNM3lHR0dOD666/Hww8/jEWLFiGTyWDSpEk4/PDDccEFF2Dy5MlD\nZj/lqms+2+/TgVExPaacm/KC0DldIs5dq9cp0dGqX+xt6PA+I6vierxc29X/i7QkveU2J6HlrUt3\nZ36WbsKalF6OZKLvF02uCJJiwxFpb1Sxa4iY/P+fvfsOk6JI/wD+7cmzmSVHBY6oInIiYA6HBwqY\nQFAwwf1Oz4Ry6Ol5xlMxnXgKZvHEE0VUFEFBMAAGgoqIIqIEybCEXTZO6v79sbczVTU7PbvspF6+\nn+fZ55nequ5+u2d3qrumut44E6xoRuS8aLrccWNXJqyzK7kMtHpMN6Mj9jyJlVr1efQG9gMA3Ib8\n/hQgMrd2nvI9XGvhb6C1V34/muZE5unLyfdJZc58+bzYsiLHprnk4yyuqgJejRk+EaXJ7NmzAQCn\nn346Fi1aZJnOCgDYs2cPHn30Ubz77rvYsmULgOp5HS+88EJMnDgxYU9xJGI/qYo1lt+1z4cnO5JQ\n2alMyO5xyu97ljuynOOW2/BcYTlHmcu/QJjX3euU9+FUvtiw2zU4/heH2sr6Q+oc/dKW5Mo2dRnW\nE1TzBEWo56bmnNlr3kPhoSj1nBcq50ocDe9R8jI0EXIvlPnkM17hi+ykSpmjNyC8V/4KJ34CUeZ4\n+OGHTTv4XS4XjjzySFx66aW4/fbbAQBZWVl4/fXXsWHDBlRU1J5TStd1vPLKKzjxxBPrPBIx3Wra\n+8suuwzTp09PczT1s3HjRjz22GOYN28eduzYAafTiS5dumDUqFG46aab4PV6M2Y/qYrVlC32tZwm\nNARWbC7N+IScdLrSVsGo+xPEUXmClGsSPSjfE1uZZlf6Jkz+KGwWnCaXGp9WrVqlZD+NrpN/586d\nAKrnSLJSB/+GDRswcODAcJJIoPrRys2bN+Opp57C9OnTMWvWLAwcODDt+0lVrESNlW5U/1gNZ0Cj\nTFLT3l922WWW6uBfvnw5hg4diqKiIgDV7adhGPj5558xadIk/Oc//8GHH37Y4BxBidhPqmIlaqw0\nzZpT31gw5EZn7ty5AIArr7wS99xzD9q1axe3rbv99tvDHf6qqqoq/PLLL5gwYQIWLVqEd9991zKd\n/DXt/ZVXXpneQOppzpw5uPTSS1FeXg6gug0NBoP4/vvv8f333+OVV17BwoULG/yUaCL2k6pYiRor\nTdMs+bSr9SLObCtXrsSKFStQWVmJ9u3bY+DAgSmfgrexfQkanmMwJd80J0hFRQUGDx6MTZs2ITs7\nGy+88AJKS0tRWVmJefPmoX379igpKcFFF12EX375Ja37SVWsRERWUlZWdkjrrV27NuZoOzJnxfZ+\n586d4U7z5s2b46233kJFRQXKy8vx2muvoaCgADt37sS5556L/fv3p3U/qYqViIii1dxHPfTQQzji\niCMa/GW2x+PBMcccgwcffBAA8PPPPzc4xlSxYnu/Zs0ajBo1CuXl5ejcuTMWLVoEn8+H4uJiPPXU\nU3C73fj5558xZMgQKddCOvaTqliJiKymuLgYc+fOxdy5c7Fs2bKY9Xbs2IFTTz0VJ5xwAq6//nrc\ncsstGDVqFNq2bYvJkyenMOJG2Ml/7rnnwm63Y/ny5ekOpc7+/e9/hy/kXnvtNfzpT39CTk4O3G43\nzjnnHCxatAherxelpaUxR2ekaj+pipWIyEpOPfVULF26tF7rvPDCCzj++OPZyX+IzjvvPACwVHt/\nzz33oKioCA6HAx988AEuuugieDweZGVl4dJLL8V7770HTdOwffv2cEdMuvaTqliJiEjm8/ng8/ng\ndrvRsmXLhG67Zi7h4uLihG43mazY3k+cOBGVlZXIy8vDJ598grPOOgtOpxP5+fm4/vrr8eKLLwIA\nvv/+ezz33HNp3U+qYiUispp3330XQ4cOxdChQ6WZTERVVVUYNGhQrX0BVVVVmDBhAp599tlkhxrW\n6Kbr6dChA/72t79h0qRJ+PDDDzF48OB0h2TKMAw8/fTTAIB+/fqFL2JEXbt2xZVXXolnnnkG77zz\nDnbu3InWrVunfD+pirUutD/2hS03W/5lZWX4paP4oFTkKioOv/ZuOyCVZW+MlNl25UtlpUFlH8ID\nTfvsu6WSIl/1iJhN/p9g0+R/LY+jQF62yftxIzK1lC3Ov6WhzG+vLte1DAA08Xs+zaSslmWRrsw6\n7IPcaVmll8jLweLIukb1up5A9XvW3N1NqttBmJM/3ykfT9vsyHverpW8j6xOkXht7ZrJATcvkBaN\ngrzIgjJKSCstR6IZ0GBY8OE4K8acKlu2bMEZZ5yBu+66C//4xz9Mk5UVFxfj//7v//DWW2+lMMLG\n59RTT8XFF1+MF154AePGjcMxxxyT7pBMlZWVhecSvuiii3D88cdH1Tn11FMxaNAgfPjhh3jhhRfw\n4IMP1jtJcCL2k6pY6+KotnnIEebkF+fkBQCHsuwS5mh1KfO1ehyRullOua0Vp/b3KOup23HYANf/\n9qtMSS/N8w4AAT3SboWUJlldV1fmRBMXg8ocb2rd+rBp5udQLI6qqzQDyqmBU/jsU/Mn1Kzrrjl3\nQpsSdTTKflz2SL6eHJd8zSHmU/ArJ1lcVs+hISxXlmt4T42BKE1CoRDatm2L7Gz1PqTh3G530rad\nLKNGjcILL7yAhx9+GMOHD0e7du3SHZKpX3/9FR999BEA4C9/+UutuerGjBmDSZMmYe3atZg6dSqu\nv/76tOwnVbHWlWaPtM12r5ynzZ0XWc7NlcuaV8jtQpFfXrYS9TqnQduy4PQxZjz5zSOvc+TPMI83\n8reTpeRdctiTfx5smpw/yDKsGHMKffLJJwCA448/HpdcckmtdZ5++mmsWbMGANC8eXPcdNNN6Nq1\nK37++Wc8/vjj2L9/P26//XZceumlyMvLq3UbidToRvIDwP3334+77roLI0aMwD333IMdO3akO6SY\nvvnmG2zbtg0AMGLEiJj1asoMw8CcOXPSsp9UxUpEZDXt27dHKBTC3XffjTPPPBPbt2+vtd6XX36J\n3r17hzv4Bw4cmJLGvrF65ZVXMHr0aJx66ql48sknceDAgfgrpcn8+fNRVVWdILwubejBgwfx6aef\npmU/qYqVqLGzWfSH9/zplZWVhW3btiVlSp1kbjtZXC4X5syZg379+qFfv36YPn36IU+TmArvvvtu\n+LVZGzp8+HAAwLp16w7p/UjEflIVKxGRFS1ZsgQAcNNNN8Ws8/zzzwMAmjRpgm+++QZ///vfMXz4\ncNxxxx34/PPP4fV6UVxcjPfeS81wkkbXyf/II4+gR48eeOONN2Cz2XDvvfeibdu2aNWqFbp164bu\n3bvH/Hn55ZdTHu8333wTft2/f/+Y9fr16xf+JlZcJ5X7SVWsRERWs3TpUlx22WUAgMWLF+PYY4+V\nvuTUdR0PPPAATjvtNPz2229wOp146KGHsGDBgqSMfj4cXH/99ejduzeWLFmCyspKjB8/Hk2bNkW7\ndu1M2/ru3bvj448/Tnm8dW1DBwwYUOs6qdxPqmIlIiKK54ILLsCAAQOwbt067Nq1C1dccQUKCgrQ\noUOHuO39unXrUh5vTXvodrvRu3fvmPUS1d43ZD+pipWIyGp0XcfWrVths9lwzjnn1Fpnw4YN4S8+\nr7vuuqjk5D169MDYsWMBVA/2S4VGN13Pnj17av12effu3di9e3cta0Ts27cvWWHFJF54dOrUKWa9\nrKwstGzZErt27Tqki5VE7CdVsRIRWU1OTg6mT5+OgQMH4tprr8W+fftw3nnn4frrr8fNN9+McePG\n4bPPPgNQ/fn5+uuv44QTTkhv0BZX20hEwzBiPkUhKi0tTVZYMdW0h263O5xEsDZHHnkkNE2DYRgN\nau8bsp9UxUpERBTPpk2botr7UCiErVu3xl235qm0VKppD+MlTO7YsWPUOqneT6piJSKymr1790LX\ndbRt2xZNmjSptc5XX30Vfn3hhRfWWmfgwIGYOnUq1q9fn5Q4VY2uk3/AgAG4+uqrD2lds2+vk0X8\nYqF58+YmNYEWLVpg165dh/RlRCL2k4pYzaZaEBNEGfkFMJrEnuLCUKdqLI/MEW9rvlkqynZHLhBb\n+eSOn6JKj7TssEX+ZUpD8pdGRzvOAADYna1QpsnzuO82NkjLIQSk5YDmi8SHkFRmM8wfmta1Q5+X\nF8q+5P2az+cv7ledkz9kyMdnKLPtdnD2Cb/OMarn0+vh6AEA+DW0SqrrcHcOv27qkuNt1STyfmX3\nkEdDaz0j36LqHY+Ug8/OQl0ZNmf8SvVkANAb8raliQVDTrnLLrsM/fv3x6hRo/Dtt99iypQpmDp1\nKoz/zZ99ySWX4Nlnn+UUPQkwaNAgtGrV6pDWFW9WU6WmPWzWrJnpHKkejwe5ubk4ePBgg9r7huwn\nFbHWtb3vVJCF3LzYc0er4YmPqKpzo4rzy6tzyTuEMnUuea9TXrb7y+EJVV9XBJxybBWBkLIc+eQ8\n6Aua1q0Kyu2uT1gOKnPNB5U5+UMmc/Tbo+bVV5aVk+F2RJY9Drksyyl3AuW5HUp5JM4cl5L3IFB9\nbVRz7kKuyLlTc76oeYCctsjxue1yuyzmJ1DbVvGsmaUxKHOZX/MQUfqMGDHC9KkyM82aNYtfKcFq\n2sO63C+r66R6P6mIta7tPQDoZZEca2Vb90hlRT8WhV+v3Cnfs5cFrf0Z7hQuWDT1AkWL/eWLSm3v\nozeV+PvaVKoqifwN7P5JfqLE7ogMntrcRL7X79pMyPEnp3NIGA3WnOouFTEfPHgQM2bMwMKFC7Fj\nxw7k5OSgZ8+eGDNmDPr27ZuCCA5NzWeX2VP33377LQDA6/WiV69etdapySNTUlJSa3miNbpO/osu\nuggXXXRRusOos5r5BO12OxwO87fD+7+EoIcyAjER+0lFrIWFhfWqT0SUabp06YLFixejV69e2LRp\nU7iD/69//Ssee+yxNEfXeFxzzTXpDqFeatpQr5LcuzZerxcHDx5sUHvfkP2kIla293Q40DTNmokP\nLRjy4aCyshKDBw8GAJx99tn4+9//Xud1vF4vPvzww2SHmBR33HFHukOol7q2oWJ5Mtt7s/2kIla2\n90SHr6+++gojR46MevJq0aJFePLJJ/GXv/wFTz31lOmTROmSlVX9ZdH27dthGEat13PLly8HABx9\n9NExj0HXq7+EtNlSM1t+o+vkb8xqOoqSfbOQiP0kO9aff16P/PzYI/uiiCP5N22WioyfIh84JT/J\no+x+2rFXXi6K/Mv8VP6TVBbQ5FH/VD8//VR9Pn815PPaOjvyaFTTvfL74xC+zc9XRhNqWiQhl15V\nKe+sHiP5S0rK41ciEvz6668YNWoUNm3aJP1+ypQp6NChA2688cY0RUaZwDAbTqzUSUQ73JD9pCpW\nM127dUVBQe2PyFbvV14WR+url9LiyP76jOTPdsqVbX62Cw3Ro0f1k3u6MJK/PCCPwgyE5L898ckF\n5aEGafS+OpZTHOVv9ud8sKQ4diFRhgiFQli8eDGA6vw/P/74I6ZNmwa3O/bQ1Jp1srPrcd9ECRGv\nDRXLk9ne12U/qYrVTPdu3dCseaS93bdXHsmftTNSVuwtlsqsPpK/sapp75PB4c2RltsI++rRo6Uc\nR/fIkyjtnD5Qaqxfvx7nnHMOiouL0axZM9xxxx044YQTsH//fjz77LOYN28ennnmGTidTvz73/9O\nd7hRWrduDa/Xi8rKSnz55Zc46aSTpPIDBw5gxYoVABBVJtq5cycA+YmoZGp0iXcPxaefforHHnss\n/A1LKuXkVH84hUIhBINB07qVlZXSOqneTypi3b9/f8yfjRs31mtbRJnKMADd0Cz5Q+ZmzJiBPn36\nhJOS3XDDDVi4cCHat28Pn8+H8ePHY9iwYWnJAUPAO++8gxdeeCEt+65pD+syP3Ai2vuG7CcVsbK9\nJyJqmBkzZuCss85CUVFR/MqHmZdffhlvvvlmWvZd1za0pv0U10n1flIRK9t7OhzYNM2SP8m8ux8/\nfjyKi4uRlZWFpUuX4qabbsKJJ56IIUOG4P3338dll10GAHjqqacyMqG3w+EId97fe++9Uf3F//73\nv8P9ojVP2dVm2bJlAOJPi5YoHMkP4K233sLTTz+NPn364Mwzz0zpvsU3evfu3Wjbtm3MujWJgw/l\njyMR+0lFrLESWtSbMimrJs73V1ImVy3zh18HA+b/ErnCvLxdtT5S2T5b7PkGC7UO0rID8qM8mt6A\n79vSNVG6yX4NTZk72CbPOxwQchIc0Iqlsq66fF5znbGbnmAgct7E9xEA7ML7rCnzPRrqI6nqxM1E\n9VReXo7rr78e//nPfwAATZs2xbRp0zBs2DAAwHfffYdx48bh3Xffxfvvv49evXrhtddew+mnn56+\noA9Dzz33HBYuXIizzz4bRxxxREr3XdMeFhUVQdf1mI9sVlZWhh+Fb0h735D9pCLWurb3R2RrKDAb\ngKqMKDQ0IVZNjltstqLmbheW1RGNfnVUuS3yNFhFlTzo4aBPbv/2VkTaphKlbnGVnL/mYIW8XCrU\nr1Tn7w8ouXBMxqmoTy14nPK1jleZZz/XEynPy5Ln7y3wyMtqXoFmWeK8pXKMWU75KTqHcF6dSjvs\nUoIWi9UmW1pU8glp4rLJSNXiQMyiBtE0a15iWHGGocNJdnY27r33Xtx666344osv0L9/f8ydOzep\no2at5qGHHsK2bdswdOjQOk09l0jNmzfH1q1bw/fDsYjlh9reN3Q/qYi1Pvf3elXkSbnKPfK99dZd\nkTKrj9zPUfLdeLIjbafDq8z/bZfbbEO5thE/rpXNwqvkxnEr2xZHwwcr5T6STKfGW7JzR/j1znZy\n7jPpWsXaaQksY82aNZg/fz4A4Oabb0b37t2lck3T8MQTT2DWrFmoqqrCI488gpkzZ6YjVFNXX301\nFi1ahIULF+L000/HlVdeCa/Xi48//hjTpk0DAHTq1AlnnXVWzG3MnTsXANCtW7eUxNzoOvlnzZqF\nBQsW1Ll+eXk53nvvPQDVmeJT3ckv/rFv2LAhZsd5WVlZeJSG+g+Sqv2kKlYiIqs57bTTwiMQTjnl\nFMyYMSOcZAeono909uzZmDp1KiZOnIgdO3bgrLPOwt///nfce++9KZujrzGZOnUqVq1aFb/i/+zb\ntw+LFi2CYRj4+eefU97JX9Me+v1+bNu2DR06dKi1njiqrSHtfUP2k6pYiYjo0Pz1r39Fly5dcOml\nl2Ljxo0YMGAA3nrrLfzhD39Id2gJd99992HLli11rr9161asX78+/Lpr167JCq1W3bt3x7fffost\nW7YgEAjA6ay9VzER7X1D95OqWIno8PL222+HX19++eW11iksLMSQIUPw1ltv4YMPPkBVVRU8nsya\nAnv48OG48MIL8c4772Dp0qVYunRpVJ3JkyfHnI//yy+/xJo1awCYT+mTSI2uk3/58uV46aWXDmnd\ndGR2PuGESBbwr776Cqeeemqt9b766qvwyLJDiTMR+0lVrEREVrN582bYbDbccccduPvuu2M29Ndd\ndx1OOeUUjBw5EuvWrcP999+P8ePHo1mzZimO2PoWLlwY/pK+PrxeL4455pgkRGRObUNjdZx/+eWX\n4deJaO8PZT+pipWIiA7dsGHDsHTpUgwdOhTbt2/H4MGDMWXKFFx99dXpDi2h3nnnHaxevbre67Vs\n2TJm+5VMJ5xwAmbMmAG/349vv/0W/fr1q7VeItr7hu4nVbES0eGl5jOjefPmpl+0nnzyyXjrrbdQ\nVlaGNWvWZOTny+uvv45bb70VTz/9NAKByKOfTZo0weTJk8NP7tfmzjvvBAC4XK6UHVujGzrYtm1b\nHHvssaY/Rx11FJo2bRpep0uXLliwYEFa/qCOPfZYdOzYEQDwxhtvxKxX8+iKzWbD0KFD07KfVMVK\n1NgZFv2h2Nq1a4dPPvkE9913X8wO/hq9evXCN998g7Fjx6YousapY8eOcdv7nj17Ii8v8shuv379\nsGTJErRu3Trl8Q4cOBBZWdXTldSlDW3SpAlOO+20tOwnVbESEVHDHHfccVixYgX69OmDYDCIa665\nBhMmTEhLrrlk6datW9z2vnv37tK0PIMHD8bSpUvTMir0vPPOC7+O1YYahoFZs2YBAI4++mh07tw5\nLftJVaxEjZ2mWfMnWX766ScAiPskVZcuXcKv165dm7yAGsDlcuGJJ57A7t27MW/ePLz22mtYtGgR\ntm3bhiuuuCLmen6/HzfffDPef/99zJ8/P2XtUaMbyX/zzTfj5ptvrlPdr776Cn/605+wbt26uPPQ\nJdMNN9yACRMm4LvvvsNrr72G0aNHS+Xff/89Xn31VQDAJZdcUmtW5mAwGE764Ha7a816n4j9JGIb\nSeOPfKumFctz+Gn79kcWSsqlMr0ichGsJhZ1KXPJF7ojjzAekS3P75jvj8xx51curNVpYHW1y7SR\nz31qUw5Q/PN0KdOUFHjlDtJCt1hXfj/E90t8HwHALrzP0vsPAMp8xEaBMFekixP1Uf0tXboUubm5\nda6flZWFl156CQMHDoTL5Yq/AkWZPHlynerpuo4PP/wQf/7zn/H999+jrCw9c45mZWXhT3/6E558\n8knMmTMHS5cuxSmnnCLVmT9/Pj7++GMAwLXXXguHI/oyLRAIIBSq/iys7WIxEftJVKyJoG38BraC\nfOEXSnvidMsruIRlpzIPs1DXUMp0V2RZd8jntTIot9ni3K7qHPy7ynzS8p7yyPKuYjmx4c6SSmn5\nQKmcW8YnzMkf9Mnz2wf88n51k0n5bcr89k6XvOxwK3P2CnPyN8mVP59a58vnrVWBfK6CUrID5b1R\nZAm5ALwO+X21BeVzZfNHzpUWkM8bAsI5V8v8kTIjIL834sWZdrDUNNZDpcGal3hWjPlw1qZNGyxd\nuhSjR4/Gu+++i8mTJ+PXX3/F66+/nu7QEqKu8zQHAgHMnDkT1113HZYvXy6NuEylI488EsOGDcOc\nOXPw/PPP49prr5U6soDqHEG//PILgOrklLXx+/3QdR2apsHtjv48TcR+EhVrotg8kSQ8Wa2aSmUd\n2kQSTO/YqOTDCcr3iJmunZLfJqtZpG115cmJjTW3eq2nxVxyO5T76Gy5Dd+ZI/8dZTeLTC1asnWd\nWcgZx5mVLy0XtIlMJd22iZwDKEvKPST/7VC1qqoqHDgQO8dkfXNn7tq1CwDiDqxq06ZN1DqZqkmT\nJjjnnHPqXN/lcmHIkCFJjKh2jW4kf30MGDAACxYsgMvlwrXXXouDBw+mJY5rr70WvXr1AgCMHTsW\njz32GLZt24aioiK8/vrrGDhwIPx+PwoLC/HAAw/Uuo3rr78eXq8XXq835uOMidhPIrZBRNTY1KeD\nXzRq1ChppDklns1mw7nnnou3334blZWVGDduXFRi1VS588470bZtW+i6jqFDh2LatGnYvXs3du7c\niWeeeQbDhw8HUJ3A6dZbb611GzVJBL1eL4qVpOKJ3E8itkFERKmRlZWFt99+GxMnTgQAvP/++zj5\n5JOxbdu2NEeWOk6nE2PGjMHzzz+P/fv34/rrr09bLI8++ijy8vJQUVGBM844A2+//Tb27duHLVu2\n4IEHHsANN9wAoPoJw6uuuqrWbfTq1QterxctW7ZM6n4SsQ0isrZnnnkGhYWFMX/qo6qqKjwAuebJ\n4FjE8nQNxGpsGt1I/vpq164dzj77bMyZMwcfffRR+KY1ldxuN+bNm4fBgwfjhx9+wC233IJbbrlF\nqtOiRQvMnj27QYkCE7GfVMVK1Jjphhb11IgV6Jyzhyysf//+6NmzJ9auXYvVq1ejd+/eKY+hWbNm\n+OCDDzBkyBBs3boV48aNi6rTqVMnfPDBBw368icR+0lVrERElBg2mw2PPvoounXrhmuvvRbfffdd\nzBxqjdnw4cORm5uLzz77DAcOHKj3CNRE6Nq1K2bPno0RI0Zg+/bttfYx9OnTB3PmzIk7zWOy95Oq\nWIkaM80woKVpEFGmqengBxD3M0MsF9ejQ3dYj+SvUdMZvXPnzrTF0K5dO3z99dd44okncNJJJ6Fl\ny5YoLCxE79698Y9//AM//PADTjzxxJjrO51OuN1uuN1u2Gyx39aG7idR2yAisqq7774bEydOREVF\nRa3lmzZtwq+//hp3PtxBgwahf//+KCkpSUaYVItMaO979eqFNWvW4P7778fxxx+PZs2aoVmzZjjh\nhBPw0EMPYfXq1ejWrVvM9V0uV7i9r21qvkTtJ1HbIDqc2QDYNOv9WG8YAon+9Kc/Yf78+SgoKEBR\nUVH8FRoZu92Odu3awTCMtE7/cOaZZ+KHH37Abbfdhl69eqFJkyZo1aoVTj31VEydOhXLli0zndq2\npq2PN49zQ/eTqG0QkXX95S9/wf79+2P+1Ed2dnb4HqWqqsq0bmVlZJrFnJwck5pUV4f9SH4A2LNn\nD4DqUWvp5Ha7MX78+EOa6+6pp57CU089lfT9JHIbRERWNHXqVOzbtw+33XZbrY8g9u3bF/v27UNR\nUZFpu/L1119j3759aZsz9nCUKe19fn4+7rjjDtxxxx31XnfOnDkp2U8it0FERA1nt9vRr1+/uNMf\nANWdtsuWLcO5556LDRs2pCC6zFLT3jdt2jROzeRq3bo1Jk2ahEmTJtV73VhT8CZ6P4ncBhFZk8fj\nSdhTT5qmIT8/H8XFxdi3b59pXfELhIKCgoTsPxG2bduG2267De3bt0/4Z2Iytw2wkx8+nw9fffUV\nHA4HzjzzzHSHQ3WkFRdD88ujaLVK4VtCNYHavki+Bb1E/jYxJORo03UlOZ1NfuQq3xlJ6hPwyI8e\neYVEN76gXKY+eGQ2H7TZyEwgenSVWe14j+qYjTNWIzR7+Cze/NbqMYkfPEq+P+Qpy+I5V98P8f0K\nKbn27ML7bPPK+TY05WkXrUpIzOeVR8toFXIiRCKypt27d+Onn35CixYtcNxxx6U7HKqj4q9XAjmR\nRHw2p9y+OrPlRLDOnMiyLadAKrMXRL7cseUrHT9Zwo1NlpKc3ZDbDJ+Q36+4Sv6Sbp/SZmwuilyr\nbN5bLpWVKdcjFQfl5aqySP1AudyOBSrleUuNUOwvCzW7nODP6ZVHSjmz5emWPML5rsiT28SSCvmK\npiqgJL0X2nuPQz5vboec8M/riLTpNl1Ommirkq/jbBWRZHB6iXzDGCreGykrK5bKAmWRi4NAuXyh\noAsJlEsqlIsIogzk9XqxbNmyOtfv1q0bvv/+e+zfv9/0Se/GZs2aNdi3bx+OO+44jj63GC0nkkw1\nt0MrqazFMZF2oK/S9vyyS24Tt1SmdwBNlpLwvrOSALdtezmXV5NOkTnPs5WEw3blWka3y9coDnuk\n3c1TbqzbNpGvkXa3yJaWQ8FIslr1WqF0h/zlYMhf+xPMqZTdIjIddGGHTlJZ6/aRa5nOynFK50X3\ngZKvS5cuWLlyJTZv3mxaTyzv2rVrcoOqh7KyMrz22mvo0aNHwjvi9+3bh9deew29e/dmJ3+ilZeX\nY/z48diyZQsee+wx06Q2RESJYsD8C5ZMxVkGyaqKiopw1VVXwe/34+mnn4bDcVhf/hAR0WEiKyur\nTiP/G4vNmzdj7NixyMrKwpQpU9IdDhEdLgy9+sdyknOH37t3b6xcuRK//voriouLY47SX7lyJYDq\nQaG9evVKSiyHIju7+ouimqfCEqlm2thkTU/U6O5yp0+fXqdH2YuKivDDDz9g//79aNmyJb766quY\nSXevuOIKDB06NNGhEhER0SF65JFHsGLFirj1tm/fjh9++AFlZWXo3LkzXn/9dbz++uu11v3b3/6G\nvn37JjpUIjpMaZoW9wnNjGTFmAl79+7F8uXLcfDgQbRq1QoDBgyIO5+7Fdxyyy3YtGmTaR1d17F1\n61asWbMGPp8PvXr1wuOPP47HH3+81vqPPfYYjjzyyCRES0REQ4cOxQsvvABd1zF37lyMGTMmqk5N\nGQCccMIJGTXounXr1nA6ndi3bx/eeecdXHjhhQnZblVVFZ599lkAQMeOHROyTVWj6+T//vvv8fbb\nb9drnd27d5uu079/f3byExERZZAvv/wS7733Xr3W2bBhg+ncxGPGjGEnPxERZYRQKIQ1a9YAAJxO\nJ4466qha6/n9ftxyyy14+umnEQxGptTKzc3F/fffjxtvvDEl8SbLwoUL6zU/PVDdJ/D999/HLP/H\nP/7R0LCIiCiGs88+G+3bt8fWrVvx8MMPY+TIkXA65Smh/vvf/4an6xk3blwaoozN4XDgxBNPxOLF\ni3HRRRehU6dOaNmyZXjqO03TkJWVhS5duuCqq67C73//ewDVudPmzJmDLVu2oLKyUprWuqKiAr/8\n8gvKyqqnF0vWdPGNrpO/c+fOOO200xK6zfbt2yd0e0R0eDOgwTCsN0rOijFT43X00UejuLg4odtM\nd0JeIiKiGitWrMCJJ54IALj11lvx8MMP11rvqquuwowZM6J+X1paivHjxyMQCOCvf/1rUmNNpuOP\nPz7hCRmTNU0CER2eNEOHZsHperQ4uRUPldvtxqRJkzBmzBj88MMPGDlyJJ599lm0aNEChmHgrbfe\nwnXXXQeg+p7uqquuSkocDXHvvfdi0KBBqKqqwsaNG7Fx48aoOh999BFeeuklfPrpp/jss89w++23\n12nbAwYMwKWXXprokAE0wk7+v/zlL/jLX/6S7jAoybRdu6F55QQ28AkJdg7Kye2M4khCNb1ETsQT\nrIgkxgmG5E5MuyZ/6HmExK/ZDrlMfBzbL+cFRCjqs1Pej02LVSKXAYCyadiTlEcrpLRRIaVcF47J\nUKLW47QVQn4guJT4s+yxz7n6fojvl/g+AoBDeJ81l/z3oOnKwVVGEvBobvkbZq2SiXeJMtH999+f\n7hAoBYrWbINPSIjudMutoCtXvhZwFUQ6brKal0hl3qpIW2BXE73aI9vR3HLnj6bJ013owg1RmV/e\nzt4yuc3YWRK5/lAT7R5UEvGW798pLVcd2B1+HVQS7TaEmmLWoSTi9TWJPC4d9Lc23dZOp9z25mdF\n2tB8j9yeNjdiXzdpSuJgzSefm9CByJyooT3bpLLK3ZHEuxVFxVKZvzhy3vyl8nsTEDIoH/QxER9l\nnk8//RQAUFhYiDvvvLPWOosWLQp38NvtdowZMwa9evXC9u3bMW3aNBQXF+POO+/EJZdcgjZt2qQs\n9kR68cUX0x0CpYjhiuSPsLfqIJU1PSbyGe7IlhPKFvy2V1rutj2SvL1kn9zqFQtJe8uCchseMOmj\ndSs35XlK+9fEFbk+yW4u58HIbS23s7nt5eS6eR0i7a6zpfx/quUWyIHY5C48m9CW5nuUxLv5yvVL\nB3lbG4T6O/PkumWt5aTV5co1TEBIdO+vkK+39EDsNlVN8OsUrkFcOU2ksqx8OYFubkHkfW/TQj7H\n3VpHEu+2VY7F4xDeO97ap8zo0aPx/fff45FHHsHs2bMxd+5cdOzYEfv378fevdX/s23btsX777+f\nkfnSTjvtNKxbtw4zZ87E2rVrUVpailCo+jPDMAzs378f3377LSoqKnDnnXdi2bJlAKpz4fTq1QvN\nmjWD3V79uaBpGjweD1q3bo2TTz4ZQ4cOjXqyIVEy70wSERERERFZnE2LHqxhBUkaP0L19NlnnwEA\nrr766pgjz6dOnQoAsNls+PDDDzFw4MBw2TXXXIMTTjgBxcXFmDFjBiZOnJj0mImIiGo8/PDD6N+/\nPx566CGsWLEC69evBwA0adIEl1xyCf75z3+isLAwzVHGdsQRR+DWW2+NWb5//36cffbZWLRoEQDg\nsssuwzPPPBNO3JsOvIYjIkoxA4BuwZ/kPMxHRERERKqaHDIXXHBBreWBQAALFiwAAJx33nlSBz8A\ndOnSBTfddBMAYMmSJckLlIjocGfo1vxJgQsuuADLly9HSUkJfvrpJ2zduhVFRUWYOnVqRnfw10Vh\nYWF4OjyHw4EpU6aktYMf4Eh+IiKiQzJkyJBaHy0sKSkxLVfrEREREal2766esqtXr161lq9atQqV\nldVTkYwYMaLWOueccw7uuecerFu3LjlBEhER1UFeXh7y8vLiV7SYbt26AQCOPPLIjDg+y3by79ix\nI2nzCuq6jj179qBVq1ZJ2T4REVnf8uXLG1ROdZPM9t7n86GsrAxNmzaNX5mI6BBYcLYeygB+vx/l\n5eVwOp1wuVy11vnmm2/Cr0866aRa6xx55JEAkPBE9cmQzPa+tLR6jvbc3NykbJ+IiA5PBQUF6Nev\nHzp37pzuUABYuJP/8ccfx5IlS/DPf/4Tf/zjHxOyzZosz/fccw+uuuoqzluYyXbtBzzyBa9RFUna\nZlTIGVXEZLuB/fKkI76KSMKLQEj+lwga8oxW4ryqbiVBrPiwkyPOBKzqPFliQlmHsqrTJu/HoSzb\nhUlU1N3GmwdWTJCrJssNKbelQV1eDgjLQXVdQ0nEaxKDQ0mmq55X8RjU90N8v3wV8ntn3y/+DcgJ\nl2z+oLSslQmJd5VEgahidh6StWnTBh6PJ37FOqpJyEO1u+6661BZWYn77rsPJ5xwQkK2GQgEMG3a\nNDzwwAN48skncf755ydku5R4xZtLoLsjyd4cWfJnvTtHvhbIai4kcFUyyNsckf81T5bc0WPPF77o\nUZLA2hzy/7uYP9av7KOsSm5fKioj26oslRPRVZXIiQIr98qJd0P+CqSCmtS3Ujgmu5ogzy2f/4ps\nuVw8fvXcKHl35WshNfFuQG639bLIk0++fQfkGHbtj+x/l/yEVEVR5Bz6lKTIwYpIrKUBtvWpZhgG\nPvvsM8ybNw9bt26Fy+VCly5dMGLECPTo0cNy+0k0p9MJm82GQCCAoqIitGjRIqrOypUrAVR3MHTo\n0CGqHKieqx+oHsSW6YYMGYJu3brh7rvvRvfu3ROyzfLyckyZMgWPPvooFi1ahN69eydku5Qchisy\nzYWtWTupzON0h187mrWUypp0ldtTf4mYdF1uTwIVkWsK3a/0GQTkRLwim1O+XrcpX745hL4JV56c\nFNaVL+fUsOfKCWbtBc0i282XB54YHnlksGGX22Gx7yBbSQbcIV9OUJzjktdtlRs5pwfa5EtlB8rl\nc1NSKbfTFf7IF3JVSsbiQCj2543TLsfoEWLOccvXFPlZ8nIT4Zqj0Cuf/0JvpKypV17P64jsI8Tm\nnhKsU6dO4aS7mcCynfzZ2dlYuXIlBg0ahL59+2Ls2LG4+OKLD2lOp507d2LGjBmYNm0a1q5dG94+\nEVEy6Eb0lypWYMGQk+L7779PdwiHlaysLLz77rtYsGAB/vCHP+DKK6/EBRdcgKysrPgrKzZs2IBX\nX30VL7/8MrZs2QKA7T0RUart2LEDY8aMwaeffhpVds899+CGG27Av/71L9Mp7zJpP8mgaRrat2+P\n3377DV999RXOO+88qdwwjHCivwEDBsTcTs2UP82bN09esAni9XrxxhtvYNasWRg2bBguv/xynHvu\nuXA6nfFXVnz//feYPn06pk+fjqKiIthstoQO0CAikhhG9GgGK7BizGQq865o6uiee+5Bp06d8Pe/\n/x0rV67EypUrMX78eJx99tk46aST0K9fPxx33HEoKCiQ1jMMA/v27cM333yD5cuXY8mSJfjss88Q\nClV/a9ulSxc8/PDDMRMcERERUeq8/PLLOO644/DAAw9g0aJFWLRoEXJycjB48GAMGDAA/fv3xzHH\nHIOcHHmUlK7r2LVrF1auXInly5fj008/lUZZHH/88Xj88cdxyimnpPqQiIgOW6WlpRg0aBDWrFkD\nu92OcePG4YwzzkBFRQVee+01fPLJJ3jyySdRUVGBF154IeP3k0wnn3wyfvvtNzz00EMYMmSI9OTf\nnDlzsHXrVgAwfaq9ZrR/bU8CZJr58+dj0qRJmDx5MmbPno3Zs2ejadOmOOecc9C/f3/0798fPXr0\ngNcrj04OhULYunUrVqxYgeXLl2PRokXSgIyBAwfiX//6V8KeDiAiIspUlu3k1zQNV1xxBUaMGIHJ\nkyfj6aefxo4dOzB37lzMnTs3XM/pdKKwsBA5OTkoKSnBgQMHwh36os6dO2P8+PG45pprDmm0ABER\nESWey+XCxIkTceWVV2LSpEmYNm0aiouLMWvWLMyaNStcz+12o7CwEFlZWThw4ACKi4trnZ6gd+/e\nmDhxIi699FJoGmfLJqLksWkabBb8nElmyA888ADWrFkDAHj99delhLFjx47F1Vdfjeeffx4vvvgi\nRo0ahbPOOiuj95NM48aNw2uvvYZly5Zh0KBBGD9+PAoLC7F8+XLcc889AKpHv19yySUxt/Hhhx8C\nQMbMFWwmNzcXDz74IK655hr885//xIwZM7Bv3z68+uqrePXVV8P1vF4vCgsL4XK5sH//fhw8eBBG\nLaNRTznlFNx2220455xzUnkYREREaaNODW45WVlZuOOOO/Dbb79h1qxZ+OMf/yh9ux8IBLB7925s\n2LABe/fulTr48/PzcdFFF2H+/Pn45ZdfcMMNN7CDn4hSQINh0R+idGnWrBn+9a9/Yfv27XjppZdw\n8sknS222z+fDzp07sWHDBuzfv1/q4G/RogWuvPJKfPXVV1i1ahVGjx7NDn4iohQrLS3Fk08+CQAY\nNmyY1PFeY/LkyeFk6Pfff39G7yfZzjjjDIwePRoAsGjRIgwdOhQnnXQSJkyYgIMHDwIAbr311pij\n9IuKijB79mwAsRPzZqIOHTrghRdewPbt2zF58mT06dMnnFsAACorK7F9+3Zs2rQJJSUlUgd/+/bt\nccMNN+CHH37AkiVL2MFPRKlh6Nb84YS8CaPreq0DylPNsiP5VQ6HA8OHD8fw4cPh9/uxYsUKfPXV\nV9ixYweKiopw8OBBFBQUoEWLFmjfvj1OPvlk9O7dmwkPiYiILCQrKwtjx47F2LFjUV5eji+//BIr\nV67Erl27UFRUhPLycjRt2hQtWrRAx44dceqpp6Jnz57pDpuI6LD3wQcfoLKyOgnmuHHjaq2TlZWF\nUaNGYerUqViyZAn27NlT76lmUrWfVHj55ZeRm5uL559/Xvry2maz4dprr8Wdd94Zc91JkybB/7/E\nolbq5K9RUFCAm266CTfddBOKi4vx+eef49tvv8Xu3btRVFQEv9+PZs2aoXnz5ujatStOO+00dOrU\nKd1hExHRYaCsrAwvvPAC3n33XXz//fcoKSlBz5498cMPP0h1nn32WeTm5uLqq69OSVyNppNf5HK5\ncPLJJ+Pkk09OdyiUJPrOgwi55KcuDH/kW0i9Uv5GMlAaGbFZVS5nYi+viCyX++V/CX9IHukZjJ0o\nXspsb1O+EbUrA0adNkNZjmzYrZS5bbpSN/a6dk0JMN5AVWFTIUN+sCegq8vyxnxCuU8pi7duSNiv\nLU6M4jlX3w/x/bJr8vsq8gQD0rKz0i8t27yRcs0l70P3y+vS4W3r1q0p+4a+Q4cO0sg1ipadnY2B\nAwdi4MCB6Q6FkuSAPwQDwfByVtD8/8/uiQzecOdVSWWBisiyx18plRnBSLug6XX/H1dniKhS4gsG\ndOG1XBaoLJOWQ/6KOu83mcQ41BjVYxCPD5CPvz653NRzLr4fAADh/RLfR3XZV+qTynxlke1UHpTL\nKoSLkbI4f1eUGEuWLAFQPe2qWT6U008/HVOnToWu6/jyyy9x/vnnZ+R+UsHpdOKZZ57B7bffjo8/\n/hhFRUUoLCzEGWecEXcKnl69euGZZ56BzWZDt27dUhRxchQUFGDIkCEYMmRIukOhJNJd2eHXml2+\n19c8ueHXjmbtlRXl+zVXMHLdoBlBuW4osmyElLL6sMmDRTW7I2aZYVO63ZRjM+yR+9iQXanrcCv7\nlcvtwpOpWQ75vsGldELkueTydnmR/ar9HOqyrjTqQd2IWVYfDqEzwK50DKjT3Yn9LXblFskp3DM5\nleN2CtstP9RAiQSrV6/G+eefj82bN5vWy8nJweTJk7Fz506cf/75aNmyZdJja5Sd/ERERMlw3HHH\nYd++fSnZV1FREZo1a5aSfRERUeJpWnLnt0+WZIW8du1aAEDLli3RpEmTmPXEDum1a9fWu/M9VftJ\npQ4dOuCqq66q1zpXXnllcoIhIiI6TO3atQuDBg3Crl27kJWVhZEjR6JZs2Z49NFHa60/aNAgTJs2\nDQsXLsSYMWOSHh+HCBIRpZhuWPOnAYM0iIiIyGICgQAOHDhg+lMf27dvBwC0adPGtF7btm2j1snE\n/RAREQGAZuiW/OGc/PX3wAMPYNeuXejUqRN+/PFHTJs2DZdffnnM+gMGDAAAfP755ymJjyP5iYiI\n6mjVqlUpm66nsLAwJfshIiKqzbx58+K2RUY9RgCUlpYCqJ5qzYxYXrNOfaRqP0RERHT4MAwDb775\nJgBg2rRpOPLIIwFUTw8YS80UPb/++mvS4wPYyU9ERFRn7du3j1+JiIgIgGYY0PgYXFggUD1vtsNh\nfgvqdEbmq65JHJuJ+yEiIqLDx65du7Bnzx40bdoUp512Wp3WadWqFQDU++nHQ8VOfrIk3w4dVQ75\npkkPRr49CygJdH2+yEV8hVJW7o+UlQeVspCcNEdMNhvUY39b54hKjisve5TlLHtkZLDbLme5yXLI\nCYGcdnkUsZh416Gsa7OZ31jqwjEEQ3ES7yrnokI4Vz5l3QploLP6zaaYiFc31OTGSoJfYVYxzWQA\ntbodMf4s5T13VyiJeF2RDduUvyufWbblBjCSNuNt8rCbgohSTTeAgJDcLaQkZdOVxK+GkEzVCMX+\n/I4qM6kbHVNiPg0NPTntSyIlMsZ6nbeQ+r7W7b0U339A/vtQiqS/KzGBIEWce+65ePXVVxO2vays\nLOzbtw8+n8+0XmVlJNFyvNH46dxPsvj9ftx1111wu9249957LbNtoobSHWICWpdSFvkfVT+y1RZC\nfMLI7OM9kR/94uWJOqhXveuzm4z6jU4+q66rLAuvHTblZllpwzWlHwGGUK7eaNuUddU23EjQ9YEW\newZxQ0lgLNVVzqFUV1MSHyvLSWHoiTsnqcTLn3o5ePAgAETlzTMbyV8zC4DdnoK/Q7CTn4iIiIiI\niBROp9M0cW19FRQUYOvWrXFHsxUXF4df5+fnZ+x+kiUUCuHhhx9GVlZWwjviq6qq8PDDDyM/P5+d\n/ERERPVQc01UVFRU53V+/vlnAEDz5s2TEpOKiXeJiIiIiIgoqX73u98BALZs2WJaTyzv0qVLxu4n\nWTweDzRNQ2VlpfS0QSLUdExk0pMLREREVtCiRQu0atUK+/fvx8qVK8O/NxvJ/8YbbwAATjjhhKTH\nB7CTn4iIiIiIKPFqHt+33E9ynt/v1asXAKC8vDw8sq02X3/9dfj1Mccck7H7SRZN09C2bVsYhoF3\n3nknoduumX7piCOOSOh2iYiIDgfnn38+AOCvf/1r3Hw+//nPfzB//nxomoaLLrooBdFxuh4iopTT\njcTOAZkqzB1IREREh+qcc84JTxEzb948dOvWrdZ6H3zwAQCgsLAQ/fv3z9j9JNOJJ56IN998E5df\nfjmeeuoptG/fPjyfr6ZpcLvd6NixI0aMGIGePXsCANatW4fZs2djw4YNqKiogC7Mx+3z+fDzzz/j\np59+AgCcfPLJqT8oIqLGyqpz8nNS/nq7/fbb8eqrr2Lp0qU47bTT8OCDD6Jp06ZSnR9//BFTpkzB\nc889BwC4+OKLcfTRR6ckPnbykyUdKPLC7/BIvwsZkQdTfGrC3GBkuTIol1XqkeWKkJL0VUkoGxQ+\nA3UlhY5d+IBUE+K4NCXxblRy3ZDwWk4K63XKiXfdbiVprDOyLZuaeDdObg89JL5WEu0G5GUxeTEA\n2DVdeC2XqedGN5TzKJSrifBCyroBIUa/riZCjtSt0mMnBvb65URC7iplWUhCJB4XAJQHU5MghYiI\nomU7NOQ4Im2Ixyl/Jruy5fbH6Y189tvdSrvliixrLre8I0dkPcPkkVsAsJmUO21ye2cTMubZlDK7\nGoPaaOsm2eaTSYhDjVE9BpuSEVA9fqmuyXlTz7nmkG9RxPdLfB8B+X0W339A/vtQkzQr0ZmUUaL0\n7dsXPXv2xNq1azFlyhRcc801yMrKkup89913+OijjwAAo0ePhsNR/9vVVO0nmSZOnIg5c+agqqoK\ny5cvx/Lly2ut9+CDD2L+/Pnw+/0YNmxY3FGFQPV0AzfeeGOiQyZqMJ9ws10ZlD+zq0zKyvzy/XKF\n8HlfFZTb0iphXTXpupiwN6SMblKT5TqUZad4reKQ2xR1Occlf95kuyLtrtchbzfetpx6pG9A85dL\nZTZ/hbSslhsVZeHXekWpXOaTpwrT/VVyuV9IbB6Sz7+hXL9o4vWNcp0gtfcur1ymLNu8kc9xLTtP\nKoMrUma45enIDJf8+U/UEB06dMDrr7+O4cOHY9myZTjzzDPD18fr169HXl4eSksj/0/HHHNMuLM/\nFTLraoaIiIiIiKgR0AwDmgVH9mlJGtmnaRoeeughDBs2DJs2bcLo0aPxyiuvIC+vurNm3bp1GDFi\nBHRdR15eHu64445at3Pdddfht99+g9frxaxZs5K2n3Tq27cvVq1ahWnTpmH16tUoKSlBMBjpSCsp\nKcGmTZvg9/tx55134sCBA+EO/latWqFly5bhLy40TYPL5UKLFi3Qr18/XHXVVWjZsmVajouIiMjq\nhg4dis8//xzXXHMNvv322/CTc4FAAIFA9RdvNpsNY8aMwZQpU5Cbm5uy2BpdJ//tt9+OyZMnIysr\nC6+88gqGDh1a53Ueeugh3HTTTckPkogOawasOV2P9bopqDG7+OKLMWfOHDRv3hzvvPMO+vbtW+d1\nZs2aVafrAyIiSqyhQ4fijjvuwAMPPIB3330X7dq1Q58+fVBZWYmvv/4auq7D5XJh1qxZMTuiFy9e\njB9//NE0eWwi9pNu3bt3xyOPPBKzfOfOnRg+fDi++OILAMDxxx+P6dOno0ePHqkKMSX69euH1atX\no3PnznjvvffCiZXrss6KFSvCORqIiJLGqtP1cD7eQ9a3b1988803WLZsGT799FNs2rQJpaWlKCgo\nwFFHHYVzzjkHnTp1Snlcja6TPxAIwOfzwefz4fzzz8djjz2Gm2++uU7riKMjiIiIKHP5/X74fD5s\n27YNp512Gl599dW4CY1q1gmF0jQNChER4f7778fRRx+Nu+++G+vXr8fixYsBVI84P+200/DEE0+g\nd+/eltlPurRu3Rr3338/zjzzTADAs88+2+g6+AGE7+3Xrl2L/v37Y/bs2TjllFPqtI6Yl4CIiCjR\n+vfvn1F5fRpdJ38Nj8eDqqoqTJgwAevXr8dTTz2VcXMtEhERUcN4PB5UVlZixIgReOCBB3D77ben\nOyQiIopj1KhRGDVqFH799Vds3boVTqcTv/vd79CqVau46z799NM4ePBgne7tGrIfK6hJ5Ge329Gn\nT580R5NcHo8H+/btwx/+8Ae88MILuPzyy9MdEhERkamqqiq8/PLLmD9/Pt57772k76/R9nrfcccd\nWLt2LV5//XU8++yz2LBhA2bNmoX8/Px0h0ZEREQJMnXqVEyfPh2LFy/G3//+d6xfvx7PP/88nE5n\n/JWJiJLJso/vpy7m3/3ud3WafkV06qmnpmQ/VpCdnY22bdsiOzsbWpyk4Vb3xhtv4B//+Ad++OEH\nXHHFFVi/fj3++c9/NvrjJiIi6zlw4ACefvppPPnkk9izZw+OOuqolOy30XbyezwezJgxA126dMF9\n992HhQsX4sQTT8TcuXPRsWPHdIdHDbSjLBtZDo/0uxAiF3gBXc7aXhWKlPl0+UKwSqjrV2ZwCJpM\nUWZXlt0Ocbvyig6bUtcm3zy5HZEde10BqSzLKy+7PHKQDk9kW5ryH62pQSoMYVNGUI7JUSUHbbcr\nJ6MyshyCXFc9/36bcgJC4kv5/fAF1aqxL9wdwcgBlirH6hH26Q7IJ8ajHItTeD/syntXEYxzEg+B\nAQ2GyXFlLivGTI1dYWEhFi5ciD//+c/4z3/+g//85z/YtGkT3nnnHRQWFqY7PGqgvAIP8j3u8LLD\nI3+eu/Nc0rK30Bspa5InlblyI/N3a54sqUxzCdcUNnkfZt2davvuccq/cLgibYjLK2/Xld1EXje3\nTFquKiky2XPyeHIj/zdqjOoxiMcHyMevnhuVdF6Vcy69H5DfL/F9BOT3OeSTr5lEdiVWd1XkgsPm\nT3xbT5QKWVlZ2LZtW7rDSIkjjjgCX3zxBUaOHIn58+fjgQcewPr16/HKK6/A6/XG3wBlvICQtKw8\nIN+T7a3w1/oaAIrKfHLd0kj5gXK5rFT47PcpN//i9E7qd52a0qbZHXK7kS1cn+R75WuTwmx54Enz\nPLe03CwrUr9FtrKueu1gU+7HhBt6m79CLiuVryOCe3dJy6EDe8Kvq/aVSGX+knJ5uVTedqC8KrJd\n5TwaIfm90+yRmO3KxYHDEzk3jhz5/9idL7f3HqG9dzZtJpXZm7QIv7YJrwFAl64xknQ/q+vVP1bD\nOfnr7JdffsF3332HiooKHHHEEejXr1+tbc+uXbvw6KOP4vnnn0dZWeTaPlXtVJzLb+u799578d//\n/hdutxtr165Fv3798OWXX6Y7LCIiIkoQp9OJl19+GQ8++CA0TcPixYvRv39/rF+/Pt2hERERUYLk\n5eVh7ty5uO666wAAs2bNwhlnnIHdu3enOTIiImqMNm/ejNNPPx1du3bFxRdfjCuvvBJnnHEGOnXq\nhDfeeCNcz+fz4c4770Tnzp3x+OOPhzv4O3TogMcffxyffvppSuJt9J38ADB69Gh8/PHHaNasGYqK\ninDmmWdixowZ6Q6LiIiIEuj222/HrFmz4PV68csvv2DAgAH47LPP0h0WERERJYjdbseUKVPw5JNP\nwm63Y/ny5TjhhBOwZs2adIdGRESNyMGDB3H66adj8eLFUWW7du3CmDFjMH/+fBQVFaF///64//77\nUVFR/dRLr1698Oqrr2LDhg24+eabkZOTk5KYD4tOfgA46aSTsHz5cvTo0QM+nw+jR4/GPffck+6w\niOgwZBiAbtEfokx30UUXYfHixWjVqhX279+Ps88+Gy+//HK6wyKiw5JR3ehb7YfIAm644QbMmTMH\nubm52LJlC0466SR8+OGH6Q6LiA5DmqFb8wds883861//wm+//QYA6NmzJ2655RY8+uij+NOf/oSs\nrCyEQiHcfffduOSSS/Ddd98BAAYMGIAPP/wQq1evxpgxY+BwpHaW/EY7J39tOnXqhK+++grDhw/H\nokWLcO+99+KXX37hnL1ERESNSN++fbFixQoMGTIE33//PcaOHYuff/4ZBjuviIiIGo1zzjkHX3zx\nBYYMGYItW7Zg6NChmDx5crrDIiKiRmDmzJkAgPPOOw9vvvkmXK5Izoy//e1v4XtOoHrO/aeffhpX\nXnllOkINO6w6+QEgPz8fH374Ia6//no899xzmDFjBux2Jtuymm1VLrjtcsIacZSxkkMWfmE5oJQF\nTNZTiXli3GryHXFdpcymxU70CgAeRyQBkMclZ56NSrSbrSTIzRKSx7jkRDL1SbwLv9L5ZTc/GbqQ\nzDioyzvyKclq1eMXqee8Sln26bHritQEf04hO5KSBxEuZVlcV81l5AtZMIEOEaF9+/b44osvMGrU\nKMybNw8PP/ww23sLym+fh/zsSBJWNdGrM1tO0Opukht+7W2WL5U5mkQGddhzCqQywxlJhmXY5aR3\nusmXQ3YlsXyWS760zvVGEspVKcn0Avm50rJhtJGWNXtkXX9ZsVQWUpPr1YPdJScddinnwlPQPPza\nq8ToUY5BPD5APn713KjE86qec/H9AOT3y2giH3tWMHLdpCmNuMNbGn7tKaiSysREgVqVnJiRyAoW\nLFiAN998E99++y327t0Ll8uFDRs2SHXefPNNAMCIESOgaUlKOJlmxxxzDFasWIFhw4ZhxYoVuPHG\nG9neW5SYeLfML98Ti8l2tx6olMo275UT1+8riXzeV5bKSXqrKiIJ2n2VcrJ2PRi7LdCUG2uHW263\nXEIC2b1Kot0duXK/RbumcjscaBZJMOtQryuc8nVFjrxpaLrQlgXk8xI8sE/eT9FOablsWyQxb/mO\nvVJZxV55W5X75WXfwch5rQooCYxNrpvcdvn43LmR8+jJl6/psprL1wLZzSNteo5Pfl/FNTWXvB3N\nLU6TIr8XRLGUl5eH87s9/vjjUgc/APzud7/DX//6V9x5550AgCeeeCLtHfzAYdjJDwAOhwPPPvss\nunbtiltuuQWhUCj+SkRECaL/78dqOAaarCYnJwfvvfceJkyYgCeffJLtPRGllqFX/1gNn3rKaPv3\n78cll1yCjz76SPp9dnZ2VN2HHnoIq1atQvfu3dGrV69UhZhyLVu2xGeffYYrrrgCs2bNYntPRKll\n1faed/gx7dmzB4ZhoEmTJujUqVOtdfr27QsAcLvdGdHBDzTCTv5TTz0VwWAQv//97+PWnTBhArp0\n6YIbb7wRgUAAubm5cdchIiKi9Bs6dCiOPPJIdO7c2bSe3W7Hv//9b3Tr1g2TJk2CYRjwer2m6xAR\nEWWiQCCAYcOG4YsvvgAAnHjiiTjuuOMwderUWusPHjwYq1atwkcffWTZTv7Ro0fj9NNPR/PmzU3r\neb1ezJw5E127dsV//vMfAIgaeUlERFQXNQl0W7duHbNOmzbVT+G2a9cuY9qbRtfJP2zYMAwbNqzO\n9YcOHYqhQ4cmMSIiIiJKtHHjxtWr/rXXXotrr702SdEQEREl38svv4wvvvgCWVlZePvttzFo0CCU\nlZXF7OQ/5ZRTAACLFy/GxIkTUxlqwtxyyy11rqtpGu6//37cf//9SYyIiIgau5pcbmZT3dWUeTye\nmHVSzXyyTCIiIiIiIiJKu1dffRUAMGnSJAwaNAiAeQdEzQjEmnmFiYiIqPFqdCP56fCwrUyDW8mn\nJM68GNTlucXEJD5BZZ5R3WQaMody0ex1CMtOucxjMgWbXUk8a1cS7zpskegdLiXRrtck0S4ALTvy\nXZ2mnBTNbv49niEklTV8yn7VWeN1JQ4hwY7DL6+rHp96/CI1r61PWS4XMiNXBuXtqO+lSMy9p76P\nTjUxn7CspunyhRKfpMwwNBiG9ZKfWTFmIrK2/I4tUJATSVBnd8sZ55zZ8tRLzpzIsi2vUCqz5zcN\nv9aUMt0VmcvacMiP24bUhkngUtrZHI98ad0sJ5LgrVJJIqhegNgdSlI/TyRRXLBKTioY8skJ8PSQ\nnDxQZLPL58zuls+ZuB8A8AoxZ+XI5yInV14Wjw+Qj189Nyqx/TeUBIaGS55bXHwv7bp8zeGyR/bp\nyJJHUnkK88KvA+XyOQv5IudMq5DLEsYwoFlxjl7OyZ+xvvnmGwDAmDFj6lS/VatWAIB9+/bFqUmU\nfmLC1qqg/Nl5sCrShu4qkROp7z0gL5cKy+UH5WTtVSV7wq+D5QelslAgkszVMOS2Rk28a3fL7Y07\np0n4tS+/mbxd5Vi2K/emue5IO9ZESWjvV26WQ4bStgptohGQEwcblaXSsu+AvFyxK/K5cHC7fJ1R\nul2uW1QlX8McEPoCKkNK/4oyz7sNkeN1K/fhecJ2WxyU4w8qiZENYT9R14N5kesGexP570HTU5Cj\nwzCs2XZaMORUKykpwX//+99ay7Zt2xa3To2CggIMGTIk4fGp2MlPRERERERElMH8fj8qKyvhdrtR\nWBj54qsuUwkQERFR/W3btg2XXXZZg+scddRRKenk53Q9RERERERERBnM5XLB7XbD5/OFEwLGs3Hj\nRgBAs2bN4tQkIiIiq+NIfiKiFDMAdTIkS+DTfERERPVg6NU/lsMWP1P16NED3333HT777DOcc845\nceu/8847AIA+ffokOzQiosMX2/tG54gjjsD777+fsO3l5eXFr5QA7OQnIiIiIiIiynBDhw7Fd999\nh7vvvhtnnXUW3G53zCl5Vq1ahSlTpgAAzjvvvFSGSUREZGm5ubkpmV4n0djJT5a0tdIHp5pzRkh0\nEoScXCWASEIXXYv9DavTkBO4ZGtyIjhd+Jdx2uTkOyGT/ya78g2pwyYvOx2RmBwuJVGNnNMHmldJ\nvOuN7FhTEv5ptjgzconJdJUkONDlRDc2JemtoyqyLMYPRB+fevwiNQ2OksMX5UKiorKAnPCn3Igk\nRwpoJkkHlQRFTuWjzyGk27UpN0oBXU4AREREqZPf5QjkiyNf7Eo7pyS+s3kjSWS1LDmhLDy54Ze6\nWy4TE+/6lQRyIZNEai577OR5ANBMSFSrK9vZrSSmdXrk6wpvduSaJOCXk+WGlDZZV7PYC2zKfuwO\nJRm9S96vS7iuyM6Sr4Na5snnu5mSiFc8fvXcqMTzqp5zt5J4V0wsqDVREhR7haTJarLlykgiQbdP\nTsSHUOSawigtN42VKFOMHz8eTz31FL7++mv84Q9/wL///W/06NFDqlNWVoZXX30Vt912GyorK9Gj\nRw8MHz48TRET1Z2Yj15NOFshJK8v98n3hD4lKayvMnKP6D8oJ532H9wfeV124JBjDVTJiWrF+2pN\nSXjvVK4NPNlyvKXC8QSUJL1BvR6jw0NKolq/fB8bKJfbQX95pH6Vksy4WLkp3xe1LPSv1D3CKEEj\n0qbblftwZ7Ecvysvcs0RrJLLQpWRZTUBsWbJEfZEh4ad/EREREREREQZrmnTpnjjjTcwdOhQfP75\n5/j973+P5s2bAwAqKyvRq1cv/Pzzz/D7qzs58/PzMWvWLNjtdrPNEhERUSPATn4iohQzII9UsQqO\ngSAiIqoHq87Ra/L0CqXfH//4RyxZsgRXXXUV1q1bh6KiIgCArutYs2ZNuF6fPn3w2muvoXv37ukK\nlYjosKAZujWfGGB73+iwk5+IiIiIiIjIIvr3748ff/wRCxYswMKFC7F+/XqUlJQgLy8PXbp0weDB\ng3H22WfHnK+fiIiIGh928hMRERERERFZiM1mw+DBgzF48OB0h0JEREQZIE5WTiIiSjTDoj9ERERE\nZC1LlizBxRdfnO4wiIgar5rp+az2w7v8Rocj+cmStmm/wabJ31GFtEjG95Dhl8p0Q8gGr3yOOTV3\n+HWWrYlcqDeVFj2hSNIqsznVbZq6LFd2aPJ8bQ5HZNnulMtsTnljmssec1lzKkm1nOb/4logGFlQ\nDyigxiGXi3GK8QPRx6cev3p+RGoYwVDkF+XK+1ps2xd+XWEckMoChi/mPmyafJ7smivyGnKZrhwL\nERGljuOI7nDm50V+YZfbNcPmlFcQyg2HR67r9NT6GgACWmQ9f1D+3NdN5it12eVrEa9TXm6aFWlf\nnErdXI98LKVVQWm5rCoQfl2lxBSoR4w2ZboOp0OOw6Ms53gi51SNMc8rn+88t1wuHr96blRizH6l\n8bc5XNKyM6sg/FpT3jvNnRN5nV0lldlDkXOq6QGpDEKZo+SgaayHzKpz8jMLj+UZhoH33nsPDz/8\nMJYtW4bs7Ox0h0QUl9n04LrwsaS2eYYee1kPyZ/96vIh00PKYqRNMZR9GEq8uq4uR17LW20gtf3R\nlWsH4X7fCMkxBZQYg+oxJCA8AAgI21X3GfW+CjGq8ap1ZezIpsMHO/mJiIiIiIiIMlRlZSXWrFmD\ngwcPom3btujSpQscjuhb+UAggFdffRWPPvoo1q1bF/69zcYH+ImIiBo7tvZEREREREREGaayshI3\n3ngjCgsL0a9fPwwcOBA9e/ZEly5dMGvWLKnuW2+9hR49emDcuHHhDn63241x48Zh5cqV6QifiIiI\nUogj+YmIUkw3AN0wmbMoQ5k+BUlEREQyw4iaHsESzObMoJQxDAMXXHABFixYEFW2efNmjBo1Cna7\nHcOGDcO4ceMwffr0cHlBQQGuueYajB8/Hq1atUpl2EREhx+rTs/H5r7RYSc/ERERERERUQZ5++23\nwx38+fn5GDhwINq3b4+NGzdiwYIFqKqqwt/+9jd88cUX4Q7+Vq1aYeLEifjzn/+M3NzcdIZPRERE\nKcZOfrKkA77N0JTsraFQJCmrblRKZYaQbM1uz5PKstyR5LoOu1fepknqG3WuK3FZTTRrVwZt221K\ngjlhWckJCyiJd6Ek9dMcwgpqol2HurHYNDV5jVM5djUBsD1S36Ycj3p86vGL58fsPKrU98OPSIK9\nKr1EKqvwRZLyhkJyQj1NSdRo0yLvu90uJ/szT+JDRETJpDdph1CTwpjlhtpoCvNOGza5TQwKH+fB\nqARzuvBaSTanDMwS89i6lAYuxyXv0yHE43XJseYrSWwDIXlHYrLdoFIWMknap1Kn4rYr108Oe+xE\nvGqyYDVJr0e5zhDL1XOj5P+VzqtfvQZRRsMFbZH9OFw5UplDTLyry8mLxROjGbGv6XR7ccwyonR5\n9dVXAQA9evTAwoUL0bZt23DZunXrcOaZZ+LXX3/F448/DgC44YYb8OCDDyInJ6fW7RFlOrGdUJoq\nuJ1i26S0Y0r7aneIbUaWXNcTSUKtB5WkvAFfnWO1K9u1u7yxyxxqfHL84vGod+82tfE0o9lMlzU1\nDo9wntxyWZYSozcoL/v0yLYrQnUfwe5W3ths4TrDq7yvdiUmpzdyjWVTj8UlXFOp5wHWe4Ke6FBx\nTn4iojQwLPhDRERERKlRM4/+Qw89JHXwA0D37t1x1113hZevvvpqPPnkk+zgJyJKh5rpeqz2w7v8\nRocj+YmIiIiIiBJMM3RoFpyjV+Oc/GlnGAZ27doFADjllFNqrSP+fsKECSmJi4iIiDIXR/ITERER\nERERZYjKykoYhgGv14smTZrUWqd9+/YAAIfDgc6dO6cyPCIiIspA7OQnIiIiIiIiyhD6//JJ2NSk\nGoKaMrfbDbu97nm4iIiIqHHidD1kSS5HTtRFr26LJFvTjdjzUdqVpKsuW274tRtykhw35CSsDiFR\njJJ7TkoOpCaaVfPlqIl5NXE5TiZaLXpjJuvGSTIjZwuOs5/Y62rK8UQfn7yq3SSpknpexXPuDsnv\nh/h++YX3EQAMV+Tx+JBuPj+pTUjcaFMSNepm2QwPkW5U/1iNFWMmIms7qHlhgzu8rM4ion5EG0J2\nXUNJ1i6uqisbEnPGqR91IZPPPpfdfLyMmIg2qMudcEE1ea4Re1n9/G3I57Ha7kYva7W+BuQ2ubZl\ncTHeuRHPq5p4N6Asi5uyKcn/NOm1ei0jJOnTHEpZ5PVB4W8socJz3loNG3wiSj2zNiRLSK6b75Xv\nCYuz5AS6wdxIua4XKjuJbNfu9EhFoUBVZEG9wFD6Hhxuud/AlR154sabL9+XerPl/ofsLDn+XE+k\nffI4lf3Eu0cXksxqdqWdc3ulZWe2fLye/Ei5v9AvleX7YierBwC3LXJ+1MS76jWKeAhq4t18Z+R9\nbeKR489qJp9jT0EkfmeuktzYE2nHNad8fiHe3yepSbbs9Hxs7xsddvITERERERERZZhQKITPPvus\n1rLKysq4dWrY7faYc/sTERFR48BOfiIiIiIiIqIMU1VVhTPOOKPBdbKzs1FWVpbI0IiIiCjDsJOf\niCjFDCTtScGk4sN8RERERERERAJdj57iyQrUeTDJ8tjJT0RERERElGgGrHkDbcGQGxuPx4Nnnnkm\nYdtzOp3xKxEREZGlsZOfiIiIiIiIKEM4HA5cc8016Q6DiIiILISd/GRJze2/g8MmZ03X7ZHHo3QE\nY66rQc5Y7zIimdizdDkDfbZdHvXitkfWdcibkZbtyhAouxbn0S3NZMhUfZ76Uuuqqe0TuW2RWfyI\nPn7x/JidR0A+59m6/H7oocJIPU1+7/wOX/i1EedAbcJHoU35+whqfuzBatP168swOLCPiKgu9lYE\n4XfGbtNtWmL2Y9PqviGxql0JwGuzy3Vx6AHWI6SEakj7ZNSjpQgJ1yihOHX1YMNbILNLooMVsf/G\niIgoNexCw+dRbgpzXJH2tVmOWyqr8Muf4Ybwga/ZlXt/T+R+0l/VRCoLBSOtkWHI94+aJm/H7pDb\ne7c3sl1vtnzPmpMvx9syzyMtNxWOJ9sld9E5bPJ+lVtl+WLBIfeP2LJz5RgL86TlQHlV+LUeVFpi\n5frGuV+OK/dg5F47GJDPla5cSIjXWA6n8n7kRGJ2F8jnKbtZlrTsaZYfea0ci5YVOVbNI/cLGOK1\nWbJm1OENPmWIqM8IIiIiIiIiIiIiIiKyBo7kJyIiIiIiSjRDr/6xHCvGTERERHR440h+IiIiIiIi\nIiIiIiKL4kh+IqIUM6BBb8A8zelipCDmvXv3Yu3atdixYwf27duHnJwcdOnSBX369IHH44m/gf8J\nBoNYunQpNm3aBAA48sgjccopp8DpdMZZk4iIiIiIiKiOLPvkHiflb2zYyU+W1E4rhEOTO/wM6bX8\nYRUySYIiJs1zKlnu3EqiHq9DE8rk7TiF5LP1TQRo6MJ+QkrSm5Acu6EktoGQJEez13PHwr4MJdlO\n1H6UOMQseVL8dSCeH6eStNetHIN4zkOGfNKdwt9AriEn6jF9z5X3WUyMqJ7BoFaFH2NuiRLlzjvv\nxNy5c7F69WoYtbx3+fn5+L//+z/cfffdyMnJMd3WSy+9hNtuuw179+6Vft+0aVM8+OCD+POf/5zQ\n2IkoeXaV+VBmq4pZribMlZK72WLXdSgNtZjYLjohvPwLp9BOqftXm2FxW1GxylWhqdsSKsRr3dV1\nRbV9pkrlynJIaP7VddXbVzW5XlAX2+x4dQ3hta6UQVnWhddKTIa4ndj7VPcvKivzxSxrCM3QoVnw\npl+zYvJAIrI8sZ30OuX7vnwhYa4vz/wzKktIXrs/2y+VlVYGwq8DVfL9b0hsi9Rs7ep1g3Kx4HRH\n9pmfJXezNcuR+y1a5Mn3rYVZkWPLURLvupQ+hyhCQmDDIW/XliUn3rXnN5WWswOR47cp59uZJcfs\nb1YhL5dHzmPIJyc+Vpp0iJdRdnU/QpJiV56cMNeVJ9/zicl23c0K5X3kRZIoa245Ya+hcQITOnyw\nk5+IiNLumWeewb59+9C2bVt07doVbdu2hdfrxbZt27B06VKUlJTgsccew8cff4zFixcjNze31u3c\nfffduO+++wAArVu3xsCBA6FpGj766CPs3LkTV199NX777Tc88MADqTw8IiIiIiIiIqKkYSc/EVGK\nGQCsOEgumTE//PDDOPPMM9GxY8eosuLiYkycOBEvvfQSVq1ahXvvvRePPfZYVL3FixeHO/jPO+88\nvPHGG+Epfnw+Hy655BLMnj0bDz74IM4880ycddZZyTsgIiIiIiIiavQ0w7Dkk3ucrqfx4XMrRESU\nduPGjau1gx8ACgoK8Oyzz6JDhw4AgLfffrvWev/4xz8AAC1atMD06dOlOfzdbjdeeeUVtGrVSqpL\nRERERERERGR17OQnIqKM53A4cOyxxwIA9u/fH1W+ZcsWfP755wCAK6+8Enl5eVF1cnNzcdVVVwEA\nli1bFk7KS0RElBQ1ifgs98ORfURERERWw+l6yJJaZjngtit/vsL9SDAq2Zvw2mS7ato6p/I1mFtY\ndimVzXLe6oZmuhwKRpb1oFxm+JXEu0piGwiJadUEQZrD/JExMdmu4VcS7yr7UeMQ4wwFzY9PXRap\n5009r14hN49NSZoTEBL+mt2Oqt9mqomRxVOo/hH4QvyYzBS//fYbAKBr165RZR999FH49dlnnx1z\nG2effTYmTZoEAFiwYAGuueaaBEdJRIlUVOZHhS2SNE/JgRuVSN0hJte1x06Y61LKXPZIe+lxyEnh\nbJrawkS2Y5ZoV43HqVSOij2qvLY9/o/ySLhmhNQakapqwjllOSrxrng9pWTPVZPaB9Td2mJfcKk5\nDMVEuH5lP1VBecNiuT8kbzgglAWVsqCwDzV2MTFgeZmcmJGIiFJPbEPdSptYICTeVXmUxreJkMy1\nREi0CwCVwj1vVUBtTyLLapuhttlO5TrCI3Qc5Hjk+8dcJfYCpVw8tjy3XOZUblztyrKhR65ZohLv\n5hRIyw4lI64m9KfYs+Skt54m8oCpQHmltBzyR86rrlwMGGqfhBCzmuDX7oocu8Mrx+/MyZa3k5Mf\n2Y7wGgBseZFEvIZTPhbDLpz/gHn/CJHVsfeKiCjFdJh/2ZSp0jWuzzAMTJkyBd9//z0AYMKECVF1\nfvjhh/DrmhH/tRHLfvzxxwRGSURERERERIedmifhrIZP7jU67OQnIqJ6CYVCOHDggGmdJk2aHNK2\nDx48iGnTpgEA/H4/tm/fjoULF+Knn36C0+nEpEmTcMkll0StVzP1jtfrRbNmzUzjysnJQVlZGTZu\n3HhIMRIRERERERERZRJ28hMRUb388MMPKCwsNK1jHOKogP379+Pmm2+O+n2XLl0wc+ZMHHfccbWu\nd/DgQQCodS5+VW5uLsrKylBaWnpIMRIREdWNYc2RfWl7do+IiIiIDhU7+YmIUswwoucmtoJUPM2X\nl5eH8ePHAwACgQC2bt2KxYsX45dffsHxxx+P2267Dffffz80ZV7MiooKAIDb7Y7apsrj8UjrEBER\nERERER0Sq07Xwy/1Gx128pMltfDKCVkBJbmu8lkVFD5v1RxxQZPPYjVBq5j/R8kZU0tiPjEeeUOB\nkJJANhj5VwxUyRHaHErENjlgG4RkQkoiGcOuJOlVCcnq1MS7eoW8rZDSHxqoihyDGD8QfXxmiXfV\n86YmJhTT5rhMEiqrxPxLdpOy6hhqfw0AlbFzGR62jj76aCxZsiQp2y4sLMQTTzwh/a6srAwTJkzA\nCy+8gAcffBA+nw+PPfaYVKem497vj5880efzSesQUebaX+5Dlc0XXrbFSXznFDKpu5UEul7hw99w\nqg1IpK7DpiRoNfmGU23dohPzCYl3lQbGpbR3mq602aGgUKY0RuqyyY2lpibetcnnxVCWbbZIm+5w\nyO27P06bKOb/DcW5cRTPa1Bp0NVEvL5g7ESJlcKFnE9J2BsIRrYTUJLyivuvKPeBiIjSS2xD3Ur7\nDlfkpdPukopyXHI7ViEksm2eLQ8AEpO3h5REtGLTozb9mkm/QHVMkXhdalJe5eYzS+lI8ArLbuXG\nVb03VuMQfyElmAVguOTEtciT47C7I/dCaiJbu79KWnb55XbSCAj3XOo1iHJeYRP2q16TCNcZmpo4\n2CMn0NW8WZHX7iypTEy2qybehXRe2N5T48ZOfiIiqhe73X7Ic+4fipycHDz//PPYvHkzFi5ciH//\n+9+YMGEC2rRpE66Tm5sLoPoLgXhq6tSsQ0RElBRWHdnHRHxERERElmOLX4WIiCj9xo4dCwAIBoNR\nTxIcccQRAKo78IuLi2Nuo7S0NDx/f806RERERERERERWxpH8REQpZsCas9+lO2Zx5P7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e9///vw6M2qqio88sgjuPvuu/Hbb79h2LBh+O6770ynHq2Ls846C//9738TETpluOuvvz7m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\noPx3lhCGNZ+Ms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          }
        }
      ],
      "source": [
        "fig, ax = plt.subplots(1, 3, figsize=(8, 6), tight_layout=True)\n",
        "\n",
        "sim_data.plot_field(\"fields_xz\", field_name=\"Ex\", val=\"abs\", f=freq0, ax=ax[0])\n",
        "sim_data.plot_field(\"fields_xz\", field_name=\"Sz\", val=\"real\", f=freq0, ax=ax[1])\n",
        "sim_data.plot_field(\"fields_xz\", field_name=\"Sx\", val=\"real\", f=freq0, ax=ax[2])\n",
        "plt.show()"
      ],
      "id": "3394f5ac"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Plot Transmission and Reflection\n",
        "\n",
        "To see the effectiveness of the grating, we can compute and plot the\n",
        "reflection and transmission via the flux measured by the flux monitor.\n",
        "As the plot shows, the structure is highly reflective in a narrow\n",
        "frequency range around the design frequency, allowing one to detect\n",
        "small variations in the frequency response due to the presence of\n",
        "biological materials. The vertical dashed line shows the wavelength used\n",
        "in the previous plots."
      ],
      "id": "f998255a-2942-41c2-beee-6ee421a6996d"
    },
    {
      "cell_type": "code",
      "execution_count": 8,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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MN/LOX6SSfNNp3fFwU+grV1piihgb5pqu3sQ0M6bjcFO4djikPRultd+YeIed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\n71AkEn0/5Xm8GlVYpoqCUnm7slE6A341tTebmTgFO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          }
        }
      ],
      "source": [
        "transmission = sim_data[\"flux_tran\"].flux\n",
        "reflection = -sim_data[\"flux_refl\"].flux\n",
        "\n",
        "fig, ax = plt.subplots(figsize=(9, 4))\n",
        "\n",
        "ax.plot(td.C_0 / freqs * 1e3, reflection, label=\"Reflection\")\n",
        "ax.plot(td.C_0 / freqs * 1e3, transmission, label=\"Transmission\")\n",
        "\n",
        "# wavelength for the field plots\n",
        "ax.axvline(td.C_0 / freq0 * 1e3, ls=\"--\", color=\"k\", lw=1)\n",
        "\n",
        "ax.set(\n",
        "    xlabel=\"Wavelength (nm)\",\n",
        "    ylabel=\"Flux\",\n",
        "    xlim=(wavelength_min * 1e3, wavelength_max * 1e3),\n",
        ")\n",
        "ax.legend()\n",
        "ax.grid()\n",
        "plt.show()"
      ],
      "id": "a19b1386"
    }
  ],
  "nbformat": 4,
  "nbformat_minor": 5,
  "metadata": {
    "kernelspec": {
      "display_name": "Python 3",
      "language": "python",
      "name": "python3"
    }
  }
}