{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "# Metal oxide sunscreen\n",
        "\n",
        "Note: the cost of running the entire notebook is larger than 1\n",
        "FlexCredits.\n",
        "\n",
        "Sunscreen technology, developed in the 1940s to mitigate sunburn, has\n",
        "advanced significantly with the integration of metal oxide particles,\n",
        "primarily zinc oxide and titanium dioxide. These formulations provide\n",
        "robust protection against UV rays, ensuring effective defense against\n",
        "varying intensities of sun exposure. A common misconception is that the\n",
        "protective action mainly arises from the reflection and scattering of\n",
        "these active metal oxide particles, rather than their absorption.\n",
        "\n",
        "In this notebook, we will reproduce the results presented in the paper\n",
        "titled:\n",
        "`Cole, C., Shyr, T., & Ou‐Yang, H. (2015). Metal oxide sunscreens protect skin by absorption, not by reflection or scattering`\n",
        "[https://doi.org/10.1111/phpp.12214](https://onlinelibrary.wiley.com/doi/10.1111/phpp.12214),\n",
        "where the authors confirmed, through absorption and reflectance\n",
        "measurements, that the main mechanism underlying UV block in metal oxide\n",
        "particle-based sunscreen relies on absorption of the particles, rather\n",
        "than reflection or scattering.\n",
        "\n",
        "The simulation model consists of an agglomerate of TiO₂ nanoparticles\n",
        "excited by a plane wave at normal incidence. Flux monitors are\n",
        "positioned on the top and bottom of the simulation domain to compute\n",
        "transmitted and forward scattered fields (which would penetrate the\n",
        "skin) and reflected and back-scattered fields (which do not penetrate\n",
        "the skin due to the nanoparticles action). The material properties of\n",
        "the TiO₂ particles are obtained directly from\n",
        "[refractiveindex.info](https://refractiveindex.info/), and fitted using\n",
        "`Tidy3D`’s dispersion fitting tool.\n",
        "\n",
        "<img src=\"img/MetalOxideSunscreen_1.png\" width=\"800\" alt=\"Schematic of the experiment\">\n",
        "\n",
        "For more examples involving scattering of nanoparticles and structured\n",
        "surfaces, please refer to our [example\n",
        "library](https://www.flexcompute.com/tidy3d/learning-center/example-library/),\n",
        "where you can find interesting case studies such as [scattering\n",
        "cross-section calculation of a dielectric\n",
        "sphere](https://www.flexcompute.com/tidy3d/examples/notebooks/Near2FarSphereRCS/),\n",
        "[the scattering of a plasmonic\n",
        "nanoparticle](https://www.flexcompute.com/tidy3d/examples/notebooks/PlasmonicNanoparticle/),\n",
        "[the gradient metasurface\n",
        "reflector](https://www.flexcompute.com/tidy3d/examples/notebooks/GradientMetasurfaceReflector/),\n",
        "and [the dielectric metasurface\n",
        "absorber](https://www.flexcompute.com/tidy3d/examples/notebooks/DielectricMetasurfaceAbsorber/).\n",
        "\n",
        "## Simulation Setup\n",
        "\n",
        "First, we will import the necessary libraries."
      ],
      "id": "8ef82efa-7369-4cb0-b94b-f55ee5f99b64"
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {},
      "outputs": [],
      "source": [
        "import matplotlib.pyplot as plt\n",
        "import numpy as np\n",
        "import tidy3d as td\n",
        "from tidy3d import web\n",
        "\n",
        "# defining a random seed for reproducibility\n",
        "np.random.seed(12)"
      ],
      "id": "35c9429e"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "### Retrieving refractive index data and creating the medium.\n",
        "\n",
        "We will retrieve material property data from\n",
        "[refractiveindex.info](https://refractiveindex.info/) using the\n",
        "`from_url` method of the\n",
        "[`FastDispersionFitter`](https://docs.flexcompute.com/projects/tidy3d/en/v2.5.2/_autosummary/tidy3d.plugins.dispersion.FastDispersionFitter.html)\n",
        "class, and fit a pole residue medium.\n",
        "\n",
        "For more information about fitting dispersive material, please refer to\n",
        "this example\n",
        "[notebook](https://www.flexcompute.com/tidy3d/examples/notebooks/Fitting/)."
      ],
      "id": "15c7fbed-3c4f-4af5-97ed-70a91c963820"
    },
    {
      "cell_type": "code",
      "execution_count": 2,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"7f7b577ec3734b519378e6b2761d2287\",\"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\">05:25:28 UTC </span><span style=\"color: #800000; text-decoration-color: #800000\">WARNING: Unable to fit with weighted RMS error under               </span>\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #008000; text-decoration-color: #008000\">'tolerance_rms'</span><span style=\"color: #800000; text-decoration-color: #800000\"> of </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1e-05</span><span style=\"color: #800000; text-decoration-color: #800000\">                                           </span>\n",
              "</pre>"
            ]
          }
        }
      ],
      "source": [
        "from tidy3d.plugins.dispersion import FastDispersionFitter\n",
        "\n",
        "url = \"https://refractiveindex.info/tmp/database/data-nk/main/TiO2/Zhukovsky.txt\"\n",
        "\n",
        "# creating the fitter object loading that from the url\n",
        "fitter = FastDispersionFitter.from_url(url, delimiter=\"\\t\")\n",
        "\n",
        "# fitting the data\n",
        "medium, error = fitter.fit(max_num_poles=5)"
      ],
      "id": "135ded90"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Although the RMS error cannot be below $10^{-5}$, we can see that the\n",
        "material properties are well described by the fit."
      ],
      "id": "3debacdf-e96e-49c4-a46a-91a69d8cae7a"
    },
    {
      "cell_type": "code",
      "execution_count": 3,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
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LiIicDBV1REREFkhLSwtvfvObASgWi7zrXe+aV1ebdDrNn/3Znx12//Lly9myZYs134c/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Z+e5zE0NMTY2Bjj4+PcfffdPPjgg0xNTRGPx8nlcproIiK3pYuZiDU0NEQuN8gX1xL8w3oSgGLH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ZTp06RT6fx/M8qtUqnU6HbDZL0oK/Nfw9xgKrjI9u8CvltxIdmWZkZIRisUin06FWq5FIJIhE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\n6hARERERERERhaH/B4OfmIma+4SvAAAAAElFTkSuQmCC\n"
          }
        }
      ],
      "source": [
        "# plotting for comparison\n",
        "fig, ax = plt.subplots()\n",
        "\n",
        "# original dataset\n",
        "freq = td.C_0 / fitter.wvl_um * 10**-12\n",
        "ax.plot(freq, fitter.n_data, \"o\", alpha=0.2, color=\"black\", label=\"n\")\n",
        "ax.plot(freq, fitter.k_data, \"o\", alpha=0.2, color=\"black\", label=\"k\")\n",
        "\n",
        "\n",
        "medium.plot(np.linspace(td.C_0 / 0.215, td.C_0 / 1.5, 1000), ax=ax)\n",
        "ax.lines[-1].set_ls(\"--\")\n",
        "ax.lines[-1].set_label(\"Fitted n\")\n",
        "ax.lines[-2].set_ls(\"--\")\n",
        "ax.lines[-2].set_label(\"Fitted k\")"
      ],
      "id": "5eef7b12"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "### Define parameters for building the simulation\n",
        "\n",
        "We are now defining the parameters that will be used to build the\n",
        "simulation."
      ],
      "id": "791f03ba-1e5c-476b-8c7f-a12f9954ab54"
    },
    {
      "cell_type": "code",
      "execution_count": 4,
      "metadata": {},
      "outputs": [],
      "source": [
        "# for simplicity, the nanoparticles are modeled as spheres\n",
        "size = 0.025\n",
        "\n",
        "# volume to place the nanoparticles\n",
        "lx = 1.2\n",
        "ly = 1.2\n",
        "lz = 10 * size\n",
        "\n",
        "# target spectrum\n",
        "wl1 = 0.22\n",
        "wl2 = 0.800\n",
        "\n",
        "central_wl = (wl2 - wl1) / 2 + wl1\n",
        "freq1 = td.C_0 / wl1\n",
        "freq2 = td.C_0 / wl2\n",
        "freq0 = (freq1 - freq2) / 2 + freq2\n",
        "fwidth = (freq1 - freq2) / 2\n",
        "\n",
        "# frequencies to be analyzed in the monitors\n",
        "freqs = np.linspace(freq0 - fwidth, freq0 + fwidth, 1000)\n",
        "\n",
        "# size of the simulation domain\n",
        "Lz = 2 * wl2 + lz\n",
        "Lx = lx\n",
        "Ly = ly\n",
        "\n",
        "# source and monitor position\n",
        "monitor_z = (Lz / 2 - lz / 2) / 3\n",
        "source_z = -Lz / 2 + 2 * (Lz / 2 - lz / 2) / 3\n",
        "\n",
        "structures_center = (0, 0, 0)\n",
        "\n",
        "# simulation runtime\n",
        "run_time = 5e-12\n",
        "\n",
        "# boundary specifications. We will define PML at the z-boundaries and periodic conditions on the remaining ones.\"\n",
        "boundary_spec = td.BoundarySpec(\n",
        "    x=td.Boundary.periodic(), y=td.Boundary.periodic(), z=td.Boundary.pml()\n",
        ")"
      ],
      "id": "dcbc54f8"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Now we will create an auxiliary function to randomly place the\n",
        "nanoparticles as a function of the concentration. The number of\n",
        "particles is calculated with parameters given in the paper."
      ],
      "id": "a278015d-84f2-4d77-8d2b-b10bcdcf08b5"
    },
    {
      "cell_type": "code",
      "execution_count": 5,
      "metadata": {},
      "outputs": [],
      "source": [
        "def get_particles(proportion=0.2):\n",
        "    # concentration of petrolatum matrix\n",
        "    petrolatum_concentration = 1.3e-8  # mg/um^3\n",
        "    active_proportion = proportion\n",
        "    particle_volume = (4 / 3) * np.pi * size**3\n",
        "    Ti02_density = 4.23e-9  # mg/um^3\n",
        "    particle_weight = Ti02_density * particle_volume\n",
        "\n",
        "    # calculate the total mass of Ti02 nanoparticles\n",
        "    volume = lx * ly * lz\n",
        "    Ti02_mass = active_proportion * volume * petrolatum_concentration  # mg\n",
        "\n",
        "    # defining the number of particles\n",
        "    N_particles = int(Ti02_mass / particle_weight)\n",
        "\n",
        "    # create arrays of random positions for each particle\n",
        "    positions_x = np.random.uniform(-lx / 2, lx / 2, N_particles)\n",
        "    position_y = np.random.uniform(-ly / 2, ly / 2, N_particles)\n",
        "    positions_z = np.random.uniform(\n",
        "        structures_center[2] - lz / 2, structures_center[2] + lz / 2, N_particles\n",
        "    )\n",
        "\n",
        "    # create a first geometry object and sum the others to form the agglomerate\n",
        "    particles = td.Sphere(center=(positions_x[0], position_y[0], positions_z[0]), radius=size)\n",
        "\n",
        "    for pos in zip(positions_x[1:], position_y[1:], positions_z[1:]):\n",
        "        particles += td.Sphere(center=pos, radius=size)\n",
        "\n",
        "    particles = td.Structure(geometry=particles, medium=medium)\n",
        "\n",
        "    return [particles]"
      ],
      "id": "f8e33221"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Define source and monitors:\n",
        "\n",
        "The source spectrum is chosen to cover the most intense part of the\n",
        "solar emission and the UV region, which is the main concern for skin\n",
        "health.\n",
        "\n",
        "Since the size of the nanoparticles is much smaller than the target\n",
        "wavelengths, we will add a [mesh override\n",
        "structure](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.MeshOverrideStructure.html)\n",
        "to properly resolve the nanoparticles agglomerate.\n",
        "\n",
        "We will simulate for two active particle concentration, 10% and 20%."
      ],
      "id": "b29bf2c3-2fa0-4d1a-a32e-5f941f05fcf3"
    },
    {
      "cell_type": "code",
      "execution_count": 6,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "\n",
              "    <div class=\"simulation-viewer\" data-width=\"800\" data-height=\"800\" 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\" ></div>\n",
              "    <script>\n",
              "        \n",
              "        /**\n",
              "        * Simulation Viewer Injector\n",
              "        *\n",
              "        * Monitors the document for elements being added in the form:\n",
              "        *\n",
              "        *    <div class=\"simulation-viewer\" data-width=\"800\" data-height=\"800\" data-simulation=\"{...}\" />\n",
              "        *\n",
              "        * This script will then inject an iframe to the viewer application, and pass it the simulation data\n",
              "        * via the postMessage API on request. The script may be safely included multiple times, with only the\n",
              "        * configuration of the first started script (e.g. viewer URL) applying.\n",
              "        *\n",
              "        */\n",
              "        (function() {\n",
              "            const TARGET_CLASS = \"simulation-viewer\";\n",
              "            const ACTIVE_CLASS = \"simulation-viewer-active\";\n",
              "            const VIEWER_URL = \"https://tidy3d.simulation.cloud/simulation-viewer\";\n",
              "\n",
              "            class SimulationViewerInjector {\n",
              "                constructor() {\n",
              "                    for (var node of document.getElementsByClassName(TARGET_CLASS)) {\n",
              "                        this.injectViewer(node);\n",
              "                    }\n",
              "\n",
              "                    // Monitor for newly added nodes to the DOM\n",
              "                    this.observer = new MutationObserver(this.onMutations.bind(this));\n",
              "                    this.observer.observe(document.body, {childList: true, subtree: true});\n",
              "                }\n",
              "\n",
              "                onMutations(mutations) {\n",
              "                    for (var mutation of mutations) {\n",
              "                        if (mutation.type === 'childList') {\n",
              "                            /**\n",
              "                            * Have found that adding the element does not reliably trigger the mutation observer.\n",
              "                            * It may be the case that setting content with innerHTML does not trigger.\n",
              "                            *\n",
              "                            * It seems to be sufficient to re-scan the document for un-activated viewers\n",
              "                            * whenever an event occurs, as Jupyter triggers multiple events on cell evaluation.\n",
              "                            */\n",
              "                            var viewers = document.getElementsByClassName(TARGET_CLASS);\n",
              "                            for (var node of viewers) {\n",
              "                                this.injectViewer(node);\n",
              "                            }\n",
              "                        }\n",
              "                    }\n",
              "                }\n",
              "\n",
              "                injectViewer(node) {\n",
              "                    // (re-)check that this is a valid simulation container and has not already been injected\n",
              "                    if (node.classList.contains(TARGET_CLASS) && !node.classList.contains(ACTIVE_CLASS)) {\n",
              "                        // Mark node as injected, to prevent re-runs\n",
              "                        node.classList.add(ACTIVE_CLASS);\n",
              "\n",
              "                        var uuid;\n",
              "                        if (window.crypto && window.crypto.randomUUID) {\n",
              "                            uuid = window.crypto.randomUUID();\n",
              "                        } else {\n",
              "                            uuid = \"\" + Math.random();\n",
              "                        }\n",
              "\n",
              "                        var frame = document.createElement(\"iframe\");\n",
              "                        frame.width = node.dataset.width || 800;\n",
              "                        frame.height = node.dataset.height || 800;\n",
              "                        frame.style.cssText = `width:${frame.width}px;height:${frame.height}px;max-width:none;border:0;display:block`\n",
              "                        frame.src = VIEWER_URL + \"?uuid=\" + uuid;\n",
              "\n",
              "                        var postMessageToViewer;\n",
              "                        postMessageToViewer = event => {\n",
              "                            if(event.data.type === 'viewer' && event.data.uuid===uuid){\n",
              "                                frame.contentWindow.postMessage({ type: 'jupyter', uuid, value: node.dataset.simulation, fileType: 'hdf5'}, '*');\n",
              "\n",
              "                                // Run once only\n",
              "                                window.removeEventListener('message', postMessageToViewer);\n",
              "                            }\n",
              "                        };\n",
              "                        window.addEventListener(\n",
              "                            'message',\n",
              "                            postMessageToViewer,\n",
              "                            false\n",
              "                        );\n",
              "\n",
              "                        node.appendChild(frame);\n",
              "                    }\n",
              "                }\n",
              "            }\n",
              "\n",
              "            if (!window.simulationViewerInjector) {\n",
              "                window.simulationViewerInjector = new SimulationViewerInjector();\n",
              "            }\n",
              "        })();\n",
              "    \n",
              "    </script>\n",
              "    "
            ]
          }
        }
      ],
      "source": [
        "source = td.PlaneWave(\n",
        "    center=(0, 0, source_z),\n",
        "    size=(td.inf, td.inf, 0),\n",
        "    source_time=td.GaussianPulse(freq0=freq0, fwidth=fwidth),\n",
        "    direction=\"+\",\n",
        ")\n",
        "\n",
        "monitor_bottom = td.FluxMonitor(\n",
        "    center=(0, 0, -Lz / 2 + monitor_z),\n",
        "    size=(td.inf, td.inf, 0),\n",
        "    freqs=freqs,\n",
        "    name=\"z-\",\n",
        ")\n",
        "\n",
        "monitor_top = td.FluxMonitor(\n",
        "    center=(0, 0, Lz / 2 - monitor_z),\n",
        "    size=(td.inf, td.inf, 0),\n",
        "    freqs=freqs,\n",
        "    name=\"z\",\n",
        ")\n",
        "\n",
        "\n",
        "mesh_override = td.MeshOverrideStructure(\n",
        "    geometry=td.Box(center=structures_center, size=(lx, ly, lz + 2 * size)),\n",
        "    dl=(size / 6,) * 3,\n",
        ")\n",
        "grid_spec = td.GridSpec.auto(min_steps_per_wvl=10, override_structures=[mesh_override])\n",
        "\n",
        "sim = td.Simulation(\n",
        "    size=(Lx, Ly, Lz),\n",
        "    structures=[],\n",
        "    sources=[source],\n",
        "    monitors=[monitor_bottom, monitor_top],\n",
        "    run_time=run_time,\n",
        "    boundary_spec=boundary_spec,\n",
        "    grid_spec=grid_spec,\n",
        ")\n",
        "\n",
        "Simulations = {\n",
        "    \"proportion 10%\": sim.updated_copy(structures=get_particles(0.1)),\n",
        "    \"proportion 20%\": sim.updated_copy(structures=get_particles(0.2)),\n",
        "}\n",
        "\n",
        "# visualizing\n",
        "Simulations[\"proportion 10%\"].plot_3d()"
      ],
      "id": "bff495b2"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "We will run both simulations in parallel using the\n",
        "[`web.Batch`](https://docs.flexcompute.com/projects/tidy3d/en/v1.5.0/_autosummary/tidy3d.web.container.Batch.html)\n",
        "function."
      ],
      "id": "2cd5e58e-10d8-48e2-9890-cbc9b461aa6e"
    },
    {
      "cell_type": "code",
      "execution_count": 7,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"093b851d9a8642deb2a350d7e96346ed\",\"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\">05:25:40 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\">05:25:43 UTC </span>Maximum FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">15.099</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\":\"3355b489a8be4b5b9cb5509b582eb876\",\"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\">05:25:44 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 = web.Batch(simulations=Simulations, verbose=True)\n",
        "results = batch.run(path_dir=\"batch_simulations\")"
      ],
      "id": "c243471c"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "We will organize the data in a pandas `DataFrame` object.\n",
        "\n",
        "The transmitted flux is defined as the flux in the upper monitor, the\n",
        "reflected flux as the flux in the bottom monitor, and the absorbed flux\n",
        "will be defined as $A = 1 - (T + R)$"
      ],
      "id": "be0b387b-0682-4214-8aeb-aba2a8b1ed1c"
    },
    {
      "cell_type": "code",
      "execution_count": 8,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "\n",
              "</div>"
            ]
          }
        }
      ],
      "source": [
        "import pandas as pd\n",
        "\n",
        "df = pd.DataFrame(\n",
        "    index=td.C_0 / freqs,\n",
        "    columns=[\n",
        "        \"Transmitted 10%\",\n",
        "        \"Reflected 10%\",\n",
        "        \"Absorbed 10%\",\n",
        "        \"Transmitted 20%\",\n",
        "        \"Reflected 20%\",\n",
        "        \"Absorbed 20%\",\n",
        "    ],\n",
        ")\n",
        "\n",
        "for sim in [\"proportion 10%\", \"proportion 20%\"]:\n",
        "    sim_data = results[sim]\n",
        "\n",
        "    T = sim_data[\"z\"].flux\n",
        "    R = abs(sim_data[\"z-\"].flux)\n",
        "    A = 1 - (T + R)\n",
        "\n",
        "    df[f\"Transmitted {sim.split()[-1]}\"] = T\n",
        "    df[f\"Reflected {sim.split()[-1]}\"] = R\n",
        "    df[f\"Absorbed {sim.split()[-1]}\"] = A\n",
        "\n",
        "df.head(10)"
      ],
      "id": "436c7229"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Plotting the results, we can see the transmittance follows a similar\n",
        "behavior as reported for the TiO₂ \\< 25 nm nanoparticles in Figure 2 of\n",
        "the [paper](https://onlinelibrary.wiley.com/doi/10.1111/phpp.12214).\n",
        "\n",
        "Looking at the proportion of reflected light, we can conclude that the\n",
        "main mechanism of UV blocking is indeed the absorption of the\n",
        "nanoparticles.\n",
        "\n",
        "It is interesting to note the complete blockage in the UVB region (280 -\n",
        "315 nm) and significant attenuation in the UVA region (315 - 400 nm),\n",
        "especially for the 0.2% proportion, primarily due to absorption."
      ],
      "id": "3cb4117f-2505-4b59-a594-b8905b647c6e"
    },
    {
      "cell_type": "code",
      "execution_count": 9,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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Y/GaTy/+m9RuLNfet5OlqRNRpMNQxMgx1SN+USiVi41Jw8fINFBQWNzjO1sYK\nLi5OkEok6NrVGT17BMHC3KwdKyUiovagVCmx89Sf+PD3jcgozG5wXD+/HpgzZApuGzSRJwlRi1RW\nV2HEq3ORmp+p7mvJbJ20/CxMfvf+RmfneDm748mp9+L+sXO4hw4RdSoMdYwMQx1qLyqVgLj4ZFy4\ndAP5BUVNjre1tcbEcUPh4c7vyBIRdRQxGYl46rtVuBAfVu91O0sbPDhuLuaPmMnjyKlNWjtbp7K6\nCnd8vEzr96i1hRVGhAzAkMA+mNRnFHp5hzDMIaJOiaGOkWGoQ+1NEAQkJafjalg0UtOymhw/eGAv\nDBrQg/9wIiIycb+dP4int7yN8kqF1jVHa3ssmbQAD42bBwdrbqRPbVffbJ3mnIT18o7V+Obfn0V9\nMweMw7sLnueeOUREYKhjdBjqkCHl5BbgWlg0omOToFKpGhzn4+2OieOGwdLSvB2rIyIiXRAEAWv2\nbsaHezZoXbOQm+ORCXfhyan3wdHG3gDVUUemOVvHXG6GM6t+aXC2zvHIC5i75nFR38TeI7H1sdXc\nkJuI6D8MdYwMQx0yBmVlCqRlZEOlVCE9Mwc3IuK0xtjaWmPqpJE8LYuIyIQIgoA3fvkcXx3crnVt\nat8xeGfBc/B2djdAZdQZ1HcSVkOzdaqU1Ziw6h5EZySo+3y6eGD/y99yE2Qiojr0kSEwNicycdbW\nlggO9EG3ED/cMnoQZk4bC0tLC9GYkpIy7P79EMIj4sAcl4jI+AmCgFW7vtAKdMxkcqy+ewW+XfYh\nAx3SK3O5GZ6e/oCob9vx35CYnao1duM/O0WBDgCse+hNBjpERO2AoQ5RB+Pj7Ya5d0yCm2sXUb9K\npcLR4xfw79HzqK5WGqg6IiJqjrX7t2Hdge9FfQ7Wdvj5mS9wz5jZ3CuN2sX8ETPhVSc8rKyuwos/\nfCD6BlFSTho+/vNr0X0LR96KIUF9261OIqLOjKEOUQdka2ON22aOQ++ewVrXIqMTsPv3f1BYVGKA\nyoiIOo7MwhwcuHYCm//9GZsO/4jfL/yD+KzkNj/3wLUTeOfXdaI+ZxsH/PLMWgwL7t/m5xM1l7nc\nDC/e+qio78iNs/j5zD4ANcuuln79KkorytTXHaztsPKOx9q1TiKizkxu6AKISD9kMilGjxwAN7cu\nOHJMPDsnN68Qv/x6EBNuGQp/P08DVklEZFoKSouw5+Ih/HzmL5yJuVLvmL6+oXh0wgLMHTatxTNq\nojMS8NjXr4lmQthZ2mDHU5+ht0+3NtVO1Bp3DZ+BH0/vxYnIC+q+V378BE42DjgcfgoX46+Lxv/v\n9qVwseMefkRE7YUbJbcBN0omU5GXX4j9B0+hoLBY69rwoX3Rr083TuUnImpAtbIah8PPYOepP7H/\n6jFUVlc1675RoYPw+f2vwcvZrVnjC8uKMeODhxGbmaTuk0ll2LH8U4zpPqRVtRPpQlxmEsavugcV\n1ZWNjpvcZxS2PLaa/6YgImoAT78yMgx1yJRUVlbh32PnERefonXNy9MVt4weBHt7WwNURkRkfJQq\nJY7eOIc/Lh7CX5ePIK+0sFXPcXfoiu+f/AS9vEMaHadSqfDA+hex/+pxUf+qec/g0YnzW/VuIl36\n4u+teHv32gavezq54uDKrXC25ebIREQNYahjZBjqkKkRBAFXw6Jx+uxVrVOw5DIZxowaiNBu/oYp\njojICAiCgN3n9mP1H5sQ14z9cfr6dkdvnxCYycwQlR6P0zGXtf58tbW0xjdL3sfYHkMbfE59XzDf\nNXwGPrv/Vc56IKMgCAI+/vNrfPzn1/X+Ht/+5KfcHJmIqAkMdYwMQx0yVckpmThw6BQqK7WXEIwf\nO4TBDhF1SlmFuXhu27s4cO1Eo+P8XLwwb/h0zB02Df5dvUXX4rOS8dIPH+JoxDlRv1wqw6f3v4K5\nw6ZrPe/gtZO4b93zUAkqdV9/v5749fkvYWlm0YbPiEj3jt44i6e+W4X0gmw42zjgzmHT8Mj4u+DX\n1cvQpRERGT2GOkaGoQ6ZsqKiEhw5fgGpaVmifqlUgttnjdc6Ep2IqCPbc+EQXvrhgwaXWTla22Pm\ngHG4a8QMDA3q1+jsGZVKhdd//gwbD+3UuvbMjIfw3MyHIJfVnFVxOvoyFn3xDMoqytVjnGzssf/l\n7+DTxaNtnxSRnlQpq5GckwbvLh4wl5sZuhwiIpPBUMfIMNQhUycIAiIi43Hs5EWoVDf/KLCxscLc\n2ZNgZWVpwOqIiPQvv7QQK3d8jF3n9mtdk0tlmD1kCu4cOhWjuw+Gmaxlh4auP/gD3vj5c63+nl7B\nuGPoFKTlZWHrsd2oVt08nVAqkWLr46sxsffIln8yREREZNQY6hgZhjrUUcTEJuPg4dOiPi9PV8yc\nNgZSqdRAVRGRUqVEVHoCErNTIZEA5nJzFJYXI6coD9UqJdwdumJYcD94OLkaulSjUqWsxrnYqzgd\nfRmxmYnIKy2EucwMfi5e6O4ViEBXX5jL5TgTcwXrD25HZmGO1jMGB/bBZ/e/iiA33zbV8uv5A1j+\n7VvNPjHrnfnP4eHx89r0TiIiIjJO+sgQWvYtJyLqkIKDfJCdk4cr16LUfalpWTh34TqGDeljwMqI\nOpeMgmxcTYpEWn4mriZF4O+rx5FbnN/kfcNDBuCBsXMwc+D4Fs8m6UiSctKw4Z8d2HX271afVmUm\nk+PFWxfjsSl3QyaVtbmm2YMnw9W+CxZvXImcJn4tX7x1MQMdIiIiahHO1GkDztShjkSlUmHP3qNI\nz8gW9c+aPhbeXm4Gqoqo4xMEAf+Gn8Gavd/gbOzVNj3L3aErXrxtMRaOnNWpTkwqq1Tg4z824auD\n20VLmVqqp1cwvnjwdfRs4vjx1sgpzsfKnR/j9wv/aJ0c5Ghtjw/vfgm3DZqo8/cSERGR8eDyKyPD\nUIc6mrIyBX7+9QDKyhTqPmtrS8ybMwVWljyBhUiXqpTVOBZxDp/u3dzmMEfT3aNuw0d3r+gUyyfj\nMpPwwPqXEJUe3+pnWMjNsWzyIjw782G9b/qakJ2C3ef2IyU3AypBwLDgfrh14ATYWFrr9b1ERERk\neAx1jAxDHeqI0tKz8fuf/4r6/P08MXXSyE71nX8ifVGqlNh85Bd8undzk8txAMDeyhYD/HvCTG6G\niqoK2FnawMXeGWYyOS7GX8elhPB671s5+zE8Oe0+XZdvVC7Gh2Hh/z2DwrJirWuO1vaY1GcUhgb1\nhbtjV5RXKhCdkYAbqbFIy8+EoqoCvl08MSSoLxaMnAUXO/4dTkRERPrFPXWISO88PbpiQL/uuHQl\nQt2XkJiG8Btx6NUzyICVEZm+KmU1Hv/mdfx+4Z8Gxwzw74lQz0B4OrlhaFBfjOw2sNHZI9EZCfjm\n8M/YcXIPyqsq1P3v/bYeAwN6YVToIJ1+DsbiXOxVLPy/p1GiKBP1ezq54oVbF2POkCmwMDM3UHVE\nRERE7YMzddqAM3Woo1KqVPhtz2FkZeep++RyGe66cyrs7WwMWBmR6RIEAU9++xZ+PvNXvdcn9h6J\nF29djH5+3Vv1/Mi0eMz+eAnyS4vUfV3tnfHPyq1wdejSqmcaqzMxl7Ho/55FaYU40JkzZAo+vPsl\n2FryzykiIiIyPvrIEDr+YnsiajGZVIqJ44fBzOzmZL7qaiWOHDuvtcEnETXPh3s2agU61hZWuGv4\nDPz54iZ8/8QnrQ50ACDUMwBfPPiGqC+7KA9Lv34V1crqVj/X2FxOvIG7v9AOdJ6Z8SDWPvQmAx0i\nIiLqVBjqEFG9HOxtMXJYP1FfaloWbkS2fjNSos7qu6O7sGbvN6I+XxdP/Pvq9/j8gdcwKLC3Tt4z\nsfdIPDPjQVHfyaiLeP7796FSqXTyDkOKSIvDws+f0lpy9eKti/HSbUu47xcRERF1Ogx1iKhB3UMD\n4OXpKuo7deYKSkrKGriDiDT9cGIPXvrhQ1Gfs60jdi7/DL4unjp/3/OzHsHo0MGivh0n/8B9X76A\n/NJCnb+vvUSkxWH+Z8tFy8sA4H+3L8WzMx8yUFVEREREhsVQh4gaJJFIcMuYwZDLZeq+qqpqHD1x\nkcuwiJrheko0/rf9I1GfpZkFtjz2EQJcffTyTplUhi8ffhNeTm6i/oPXTmDSO/cjLDlKL+/VldKK\ncoQlR+F45AVcjL+OsOQofHVwO277aDEyC3NEY5dPux9PTX/AMIUSERERGQFulNwG3CiZOouw6zE4\nfuqSqG/qpJEI8PcyUEVEpmHWh4/ifNw1ddtCbo5NS97D5D6j9P7u2Mwk3PHxMmQV5Yr67SxtsO2J\njzEsuL/ea2hKqaIMkelxiMtKxvWUGJyKuoSrSRFQCU0vFXvgljvx3oLnueSKiIiITAaPNCcig+jV\nMwgxccnIyLz5XfITpy/D28tNtJkyEd10Pu6aKNABgE/vf6VdAh0ACHLzxV8rvsHijStxIT5M3V+s\nKMWD61fg0Ctb4e7YtV1q0VRYVoxP/vwa3x3dDUWdY9ib676xd+Dd+c8x0CEiIqJOj8uviKhJEokE\nY0YNFH0BVVJShouXbxiwKiLj9tXBHaL2+F7DcceQKe1ag5ezG3Y/9yUeGjdX1J9XUoDHN78BpUrZ\nrvXUvLsQt360GF/9s6PFgY6VmQXenPsUPlj4IqRS/hOGiIiIiN9iJ6Jm6eLsgD69QnA17OZ+HFeu\nRaJbiB+cHO0NWBmR8SksK8bfV4+K+pZNWmSQWszlZnhn/nOwt7LFp399q+4/EXkB/7dvC57WOC1L\nnyqrq3D/uucRld74KXp+Ll5wd3SBoqoS5ZUKuNp3wcCAXnjwljvh4eTa6L1EREREnQlDHSJqtsED\neyImLgllZQoAgEol4PjJS5g1fSyXQRDV8dflI6isrlK3/bt6Y0z3IQarRyKR4IVbH8X5uDAcjzyv\n7v/oj00Y2W0ghgb3a5c6vvpnO85pLElzsrHHsOD+CHT1QX//nhgR0h9d7bu0Sz1EREREpo5zl4mo\n2czNzTByWH9RX2paFhKT0g1TEJGR+u38QVH7jiGTDR58yqQyfPHg6+hid3NDPqVKiWXfvI4CjWPC\n9SE9Pwtr9m4W9Y0IGYDz7/yKb5d9iNfufBK3DZrIQIeIiIioBRjqEFGLBAV6w8tTvPzh9NmrUKqa\nPq2GqDPIKc7H0Yhzor7bB082UDVi7o5d8fn9r4r6UvMy8Ny2d6HvwzDX/LUZZRXl6rajtT02LXkP\nNpbWen0vERERUUfGUIeIWkQikWDkMPFSjYLCYty4EWegioiMyx8XD4k2IO7uGYTunoEGrEhsYu+R\nWDJpoajvz0v/4ov9W/X2zszCHOw4+Yeob8XtS9DF1lFv7yQiIiLqDBjqEFGLdeniiO6hAaK+8xev\no6Ki0kAVERmPXzWWXs0ePMlAlTRs5ezH0Ne3u6jvnd3r8O2RX/Tyvq8ObhftMeTt7I67R9+ul3cR\nERERdSYMdYioVYYO6g25XKZuKyoqecQ5dXpp+Vk4E3NZ1He7EYY65nIzfPXIKjhY24n6V2z/CB/8\nvkGnS7EKSovw3dHdor7HptwDMxnPaiAiIiJqK4Y6RNQq1taWGNBP/J3+a9djUFxSZqCKiAzv9wsH\nRYFIf7+eCHD1MWBFDQtw9cGmxe9CLpWJ+tfs/Qav//SZzoKdb/79GaUVN/9ccLFzwsKRs3TybCIi\nIqLOjqEOEbVa3z7dYGNjpW6rVCpc4mwd6sR2nd0vas8eYnyzdOoa030INi/7EFZmFqL+DYd26GSP\nnfJKBTYd/lHUt2TiQliZW7b52URERETEUIeI2sBMLsfggb1EfRGR8SgqLjVQRUSGcy0pEleTItRt\niUSC2wYZd6gDAJP7jMLPz6yFs42DqP+D375CeEp0m57985l9yCspULftLG1w/y1z2vRMIiIiIrqJ\noQ4RtUm3ED/Y29mo2ypBwMVLnK1Dnc+247+J2uN6DIOnk6uBqmmZQYG98fMzX4j22KlWKfHctvda\nvQxLpVLhq4PbRX33jpkNeyvbNtVKRERERDcx1CGiNpFJpRg0sKeoLzI6AcWcrUNtlFOcj7X7t+GF\n79/HqehLhi6nUdXKavx+QXzq1T1jTOt0p57eIfj0vldEfZcSwnHg2olWPe+f66cQk5mobsulMjwy\nYX6baiQiIiIiMYY6RNRmIUG+cHC4+d13QRAQFh5jwIrI1MVnJWPMG/OxatcX2HrsV8z/bDmuJUUa\nuqwGnY29ivzSInXb0doeU/qOMWBFrTO9/y2Y1m+sqO//9n3Xqtk6mrN0bhs00WRmLhERERGZCoY6\nRNRmUqkU/fuKT8K6ERmPqqpqA1VEpu7t3etEIUlldRVe++lTnR61rUt/Xzkqak/qM9Jkj+x+ftYj\nova5uGu4lHC9Rc8IS47C8cjzor4lkxa1uTYiIiIiEmOoQ0Q6ERLkC0tLc3W7srIKEVHxBqyITFV4\nSjT+vHRYq/9U9CVcS27ZbB2lSqmrshp1MOykqD2179gGRhq/3j7dMKHXCFHfjlN/tugZ6zVm6YwI\nGYB+ft0bGE1ERERErcVQh4h0Qi6XoVePIFHfjYg4o51ZQcbrhxN7Grz2b/iZBq/FZCRizd5v8PrP\nn2Hlzo8x7q274fXYKNz20eI2n+LUmMzCHMRmJqnbMqkM43oO09v72sN9Y+4QtX87fxCKqopm3Zue\nn4Vfz4mPdl82mbN0iIiIiPSBoQ4R6UzPHkGQSCTqdl5+EXJyCwxXEJmcyuoq7NIIBOpqKNRZt/97\njH1zIT74fQO+OrgdXx/+CRFpsQBq9ru5bfUSRKTF6aVmzU2c+/qGws7KpoHRpmFC7xFwtnVUtwvL\nirH/6vFm3fvd0V2orjNDKsjNF5N6j9J1iUREREQEhjpEpEM21lbw9XYX9UVGJRimGDJJJyIvIK+k\noMHr52KvorSiXNT3w4k9eGvX/0ElqBq8r0RRhpd3rNbLzLFTUeJQZ0TIAJ2/o72Zy81w59Cpor6d\nzViCVVldpXW0+6MT5kMq5T83iIiIiPSB/8oiIp3q1s1f1I5LSOESLGq2v68eE7XvHnUbArp6q9tV\nympRiHL4+mm88P37zXr2yaiLrT6eu+771x/8AS/vWI2o9Jo9ozRn6ozoNrBN7zAWdw2fIWr/G34G\nmYU5jd6z9/K/yCnOV7dtLa0xb9h0vdRHRERERAx1iEjH/H09YGZ289SfsjIFsnPyG7mDqIYgCNiv\nEepM638LbtHYn+bIjTPIKc7Haz9+ioX/97RoM2QzmRwP3HInnpnxED5/4DX09ukmunfN3m9aHTKq\nVCos3fQK3vj5c3zz78+Y/v7DOBNzWR3uAIBUIsWw4H6ter6x6e3TDT28bu6TpVQp8cuZvxu957sj\nu0Ttu4bPgI2ltV7qIyIiIiKGOkSkYzKZDD5ebqK+hMQ0A1VDpiQqPQFp+VnqtpW5JUaHDsK4HuJQ\nZ+OhnRj31iJsOLRD1C+RSPDlw2/h/YUv4KXbFuOu4TPw2f2visZcSgjHj6f3tqq+b4/uwp+X/lW3\nSyvKcPvqpaIxvX1CYG9l26rnGxuJRIL5I2aK+n48vbfBUCwyLV5r1tJ9Y+forT4iIiIiYqhDRHrg\n5+cpaicmMdShpp2MuiBqjwgZACtzS4wKHQS5VCa6VneJT6035z6FWQMniPp6eYdgat8xor4Xvn8f\nv5zZ1+L6th7b3eSYjrCfTl13Dp0KWZ2f+4i02AaPld9yTDxLZ3jIAHT3DNRrfURERESdHUMdItI5\nXx8P1DkEC7l5hSgqLjVcQWQSTmpsODzyv71p7KxsMKlPw6cnOVrb490Fz2PxxAX1Xn91zhOwNLNQ\ntyurq/D45jfw8Z9fN7u21LxM3EiNbXLciJCOsZ9Ora72XTCh13BRX30bJpdWlOOn03+J+h7gLB0i\nIiIivWOoQ0Q6Z2VpAXc3F1FfcnKGgaohUyAIAk5FXxT1jayz4fDD4+fVe9/Ckbfi8gd78NC4uQ0+\nO9jdD6/f+aRW/0d7NuKfsJPNqu/w9VNNjrGQm2NEt441UwcA7houXoK1++x+VFZXifp+O38QReUl\n6raLnRNmDBjXDtURERERdW4MdYhIL3x9PETttIxsA1VCpiAtP0u0pMrK3BJ9fUPV7dGhgzFOY8Pk\n2YMn4+N7/ieahdOQB8fNxaf3vQILubmo/4Xv34eiqqLJ+w81I9S5d8xsOFjbNTnO1EzpOxqO1vbq\ndl5pIQ5qnCK25ah4adrCkbfCXG7WLvURERERdWYMdYhILzw9uoraaelZPNqcGnQ1KULU7uPTDXLZ\nzVPUJBIJtj7+MdY/vArLJt+Nj+5egbUPvQGptPl/jS0YOQvbl38KqeTmPWn5WVqBhKbK6iocuXFO\n1Lf+kVVwc7g5G83eyhbLp93f7FpMiYWZOWYPmSzqq7sE61pSJC4nhqvbEokE94y+vd3qIyIiIurM\n2i3UKS8vR2xsLNLT06FSqfT2nuzsbERFRSEhIQHl5eV6ew8RNc7FxQly+c0NVsvLK1BYWNLIHdSZ\nXU0Sb77bp84snVpmMjlmD5mM1+98EveOmS3awLe5RnYbiEfG3yXq+/Svb1GiaHjPp7OxV1FaUaZu\nu9p3wW0DJ+Lv/23GQ+Pm4taBE7Fj+adwdejS4npMxV3DZ4jaB66dQEpezZLKrcd+FV0b12MY/Lp6\ntVdpRERERJ2a3kOd/fv3Y9y4cbCxsUFwcDA8PT3h4uKCxx57DDk5OTp5R0JCApYsWQI3Nze4uroi\nNDQUAQEBsLOzw6BBg/Dll19CqVTq5F1E1DwyqVRrXx0uwaKGaM7U6evbXW/vWj79fthYWKvbeSUF\nWLt/W4Pj9185JmqP7zUcUqkU7o5d8e6C57Fx8TsYGNBbb/UagwH+PdHTK1jdVgkqbDm6G8Xlpfjl\n7N+isfeOmd3O1RERERF1XnoNdd577z1MnToVR44cgVQqhb+/P5ydnZGfn48vv/wSffv2RXR0dJve\nceDAAfTq1QsbNmxAVlYW5HI5/P390aVLFyiVSly8eBGPPfYYJkyYgNJSnr5D1J483MVLsLKycg1U\nCRm7axozdfrWM1NHV1zsnLBk0kJR32d/fYcj4We0xpYoSrHj1B+ivom9R+qtNmMlkUjwoMZm1FuO\n7saqXV+IZjG5O3TF5L6j27s8IiIiok5Lb6HOnj178PLLLwMAJk+ejISEBMTHxyMnJwe//PIL7O3t\nkZ6ejlmzZqGysrJV7ygsLMTChQtRVlYGc3NzfPHFFygtLVW/Jzo6GtOnTwcAHD16FK+88orOPj8i\napprV2dROys7v4GR1JllFGQjq+hm4GdpZoEQd3+9vnPppIVwtnVUt1WCCku/fhWJOWnqvsi0eNy7\n9nnRqU7ONg6NHq/ekc0ZOhX2VrbqdkFZEbYcE+9HdN/YO2BWZy8kIiIiItIvvYQ6SqUSL7zwAgAg\nMDAQv/76K7y9vQHUfLdvzpw52LRpEwAgKioKX375Zave88cffyA3t+YLgddeew2PP/44zM1vnmwS\nHByMX375Bf7+/gCALVu2tPZTIqJWcO3qJGrnFxSiqqraQNWQsdLcT6end7Bok2R9sLeyxRcPvg6J\nRKLuyy8twsNfrUBZpQI/n/kLE9++B6eiL4nuu/+WO2FtbqnX2oyVjYUVnpx2X4PXu9o7Y8nEBe1Y\nERERERHpJdQ5duwYIiNr/pH+3HPPwdraWmvMvHnz0L17zZ4JtQFPSyUnJ6s/njJlSr1jrKysMHbs\nWABAXl4el2ARtSMLC3PY29/8zr4gADm5BYYriIxSe+6nU9eEXiPwv9uXivrCkqMQuHwcntj8JqpV\n4r3YPBy74pEJ4k2WO5slExcixN2v3mv/u30ZbCy1/74nIiIiIv3RS6izZ88e9ce3397wsaa118LC\nwpCQkNDi9/j6+qo/LiwsbHBcQUEBAMDZ2Rk2NjYtfg8RtZ7mbJ3snDwDVULGSns/nfYJdQDgyan3\nYeaA8U2O6+vbHb8+/xW61Fmy1RmZy83w9ZL34dPFQ90nkUjw3MyHsXDkLANWRkRERNQ56WV+++XL\nlwEAHh4e8PJq+FjToUOHiu6pXSbVXNOmTYOzszPy8vKwbt06TJo0SWvMjRs38M8//wAAFi1a1KLn\nE1HbdXVxRkzszVl13FeHNF1OvCFq63OTZE0SiQSf3f8KojMSEJUer3VdLpXhvYUvYNGoW1t1hHpH\n1M0jAMfe2IFdZ/cjKj0etw6cgEGBHfv0LyIiIiJjpZdQJyoqCgAQEBDQ6Li6IU7tcq2WcHZ2xrZt\n2zB//nzs3r0bEyZMwOLFixEYGIji4mKcOXMGa9asQWlpKW655Ra8/fbbLX4HEbWN5mbJ2dmcqUM3\npednIbMwR922NLNAqGdgu9Zga2mDb5d+gFkfPoq8UvGszzX3vYJ5w6e3az2mwNLMAotG3WroMoiI\niIg6Pb2EOvn5Nd+Jd3Z2bnRc3eu1S6Raavr06bh69So++eQTfPHFFzh8+LDoupeXF7777jssWrQI\ncnnLP93az6U+ra2ZqDNx6eIIiaRmPx0AKCwqQUVlFSzMzQxbGLWYIAgorSiDlbmlzmatXEkU76fT\n26ebQU5PCnTzxb7/bcbbu9fi8PXT6OXTDc/PfBijuw9u91qIiIiIiJpL5/9yFgQBZWVlAGo2KW5M\n3eslJSWNjGxYRUUF1qxZg82bN0MQBFhaWsLHxwfl5eVISUlBamoq3n//fXTp0gUzZ85s8fObCqaI\nqHFmZnI4Otgjv6BI3ZefXwh3NxcDVkUtdSbmMpZ/uwqJOamws7TBB4texJyhU9v83MuJ4aJ2P7/2\n209Hk6+LJzY8+g4EQRCdikVEREREZKx0vlGyRCKBTFbzHVylUtno2LrXWzOLpqKiApMnT8bnn38O\nQRDw1VdfoaCgAFFRUUhOTkZ8fDzmzJmDGzdu4Pbbb8e2bdta/A4iajtnJ3tROy+v4Y3NyfhcTYrA\ngs+eQmJOKgCgWFGKxze/gf1Xj7X52Zr76fT369nmZ7YVAx0iIiIiMhV6Of2q9oSp8vLyRsfVzugB\nAFtb20ZG1u/TTz/FsWM1X1Rs2rQJixcvhoWFhfq6v78/fvrpJ4wdOxZKpRLLli1DXl7L9vPIy8tr\n8EdcXFyLaybqjJydHUTtvPyiBkaSsREEAS/v+BjlVRVa/W/8/DmUqsbD+6aefUUj1DHkTB0iIiIi\nIlOjl1DH3d0dAJCWltbouPT0dK17WmLHjh0AAE9PT8yfP7/eMVKpFM888wyAmiVedY9bbw4nJ6cG\nfzg6Ora4ZqLOyNlJHOrkcqaOyThy4yzOx12r91pcVjL+unyk1c9OyklDfunNgM/W0hrBbn6tfh4R\nERERUWejl1CnR48eAIC4uDioVKoGx0VHR2vd0xKxsbEAgNDQ0Eany9d9NmfXELU/zZk6+fmFEGp3\nTiaj9vOZvxq9vvPUn61+9iWN/XT6+naHVKqXv5aIiIiIiDokvfzreeTIkQCA4uJiXLlypcFxx48f\nBwCYm5tj0KBBLX6PpaUlAEChUDQ6ru712nuIqP3Y29lALrt5WpKiohJl5Y3/f0uGp6iqwL4rR0V9\nb8xdLmofvn4aeSXaM68yCrJxPOI8CsuKG3z+6ejLonZ/v5aH+0REREREnZleQp05c+aoP966dWu9\nY0pLS7Fr1y4AwMSJE+Hg4FDvuMZ069YNAHDlyhUUFzf8hcORIzeXB9TeQ0TtRyKRwElrs2Tuq2Ps\nzkRfRoni5t5nrvZd8OiE+aIlUtUqJf68dFjdrlJW46UfPkT/Fbdi7qdPYNDLt2PHyT/qff7JqIui\n9ohuA3X8GRARERERdWx6CXWCgoLUwc66detw9epVrTErVqxAYWHNd3dffPHFep8TGRmJsLAwREVF\n1Xv9zjvvBFCz4fILL7xQ75jk5GS89957AAB7e3tMmjSpZZ8MEemE9mbJ3FfH2J2KviRqT+ozEjKp\nDHcMnSLq331uv/rjl3esxndHd6nbJYoyPL3lbXzz78+ie7KL8hCVHq9uSyVSDAvup8vyiYiIiIg6\nPL1tXrB69Wq4uLigoqIC48aNw5o1a3D27FkcOHAA8+fPxxdffAEAuP/++zFu3Lh6n3HLLbegT58+\nmDJlSr3Xly5dip49a46//eqrrzBx4kT8+OOPuHjxIk6cOIH3338fgwYNQkZGBgBg1apVrZoRRERt\np7lZMkMd46e5PGrkfzNp7hg8WdR/KvoSErJT8Ou5A9h67Nd6n/XyjtVYu3+bep+1w+GnRdf7+IbC\n3qrlpyASEREREXVmcn09OCAgAHv37sW8efOQmJiIZ599VmvMPffcgw0bNrT6HVZWVti/fz8WLlyI\nY8eO4dChQzh06JDWOHNzc7zzzjtYvnx5PU8hovbAUMe0VFZX4WLCdVHfiJCaUCfQzRf9/HqojyMX\nBAGT37kf1U0cb75q1xc4dP0UNj76LvZpnJo1oddwHVZPRERERNQ56C3UAYAhQ4bg2rVr2LZtG/7+\n+2+kpqbCysoKPXr0wKJFi3DLLbc0en/37t3h4uICLy+vBsd4eXnh6NGjOHjwIH7//XeEhYWhoKAA\nZmZm8PLywogRI3DPPffAw8ND158eEbWAs7N4T538/CIIgtDoyXVkODEZCaisrlK3PRy7wsvZTd1e\nPGE+Ht/8hrpdrCgV3W8uN8NLty3B+7+tR5WyWt1/IvICbvtoMWIyE0Xjp/Vr/O8DIiIiIiLSptdQ\nBwDs7OywbNkyLFu2rMX3/vvvv80eO2nSJO6XQ2TErK0sYWFhjoqKSgBAdbUSRUWlcHDgkhtjdD0l\nRtTu5SPeZP72wZPwyd5vEJuZVO/978x/DveOmY1uHgF4/JvXUVReor6mGeh4Obmhr2+ojionIiIi\nIuo89LanDhFRXRKJBM4aJ2AVFPIELGMVliLeoL6XV7CoLZfJseHRd+BgbSfql0gkWDn7Mdw7ZjYA\nYHKfUTj86vcYGtS3wXfdO2Y2Z2wREREREbUCQx0iajeODuIAoKCg2ECVUFPCU6JF7Z7eIVpjenmH\n4NAr2/DQuLkY230IFo68FXtf+hpPTrtPNM7L2Q3fP7EGfTRm+wCAg7UdHho/T7fFExERERF1Enpf\nfkVEVEsr1CkqaWAkGZIgCNrLr+oJdYCawObdBc83+Uw7Kxv88OSnePirFTgbexUA4Ghtj01L3uOp\nV0RERERErcRQh4jajaMjZ+qYgszCHOSVFKjbVmYWCHD1bvNzu9o749fn1uNoxDlkFGRjct/R6GLr\n2ObnEhERERF1Vgx1iKjdOGjM1CksZKhjjK5rLL3q7hUEmVSmk2dLpVKM6zlMJ88iIiIiIursuKcO\nEbUbOzsbSOtsiFtWrkBlZVUjd5AhhDdz6RURERERERkWQx0iajcyqRT29uL9Uwo4W8foRKTFitr1\nbZJMRERERESGx1CHiNqVgwNDHWMXnZEganfzCDBMIURERERE1CiGOkTUrjRPwCos5AlYxkSlUiE6\nI1HU183d3zDFEBERERFRoxjqEFG70jrWnDN1jEpqfibKKxXqtoO1HbraOxuwIiIiIiIiaghDHSJq\nV5onYDHUMS4xGrN0Qtz9IamzuTURERERERkPhjpE1K60l18VQxAEA1VDmjT30wl29zNMIURERERE\n1CSGOkTUrqysLGBubqZuV1crUVpWbsCKqC7NUCeE++kQERERERkthjpE1K4kEon2CVgFXIJlLKLT\nE0RthjpERERERMaLoQ4RtTuegGW8orSOM/c3SB1ERERERNQ0hjpE1O54ApZxyi0pQF5JgbptITeH\nTxcPwxVERERERESNYqhDRO2OJ2AZpxiNWTqBbj6QSWWGKYaIiIiIiJrEUIeI2l19J2CR4XE/HSIi\nIiIi08JQh4janeZGycUlpVAqlQaqhmrx5CsiIiIiItPCUIeI2p2ZXA5bGyt1WxCAwiJulmxompsk\nh3CTZCIiIiIio8ZQh4gMQnNfHZ6AZXhcfkVEREREZFoY6hCRQTg6crNkY1JaUY6UvAx1WyKRINDV\nx4AVERERERFRUxjqEJFBONprhDoFDHUMKS4zSdT27eIJK3NLA1VDRERERETNwVCHiAyCM3WMi9Ym\nydxPh4iIiIjI6DHUISKD0N5Th6GOIfHkKyIiIiIi08NQh4gMwtbGGjLZzT+CFBWVUCgqDFhR5xaV\nHi9qh7j7GagSIiIiIiJqLoY6RGQQUqkEDva2or4CnoBlMGHJ0aJ2qEeggSohIiIiIqLmYqhDRAbj\n6MB9dYxBQWkREnNS1W2ZVIae3sEGrIiIiIiIiJqDoQ4RGQz31TEOYclRonY3D3+efEVEREREZAIY\n6hCRwXCmjnG4lBAuavf17W6gSoiIiIiIqCUY6hCRwfBYc+NwPPK8qD3Av6eBKiEiIiIiopZgqENE\nBuNgLw51iopKoFIJBqqmc6qoqsTZmCuivjHdhxioGiIiIiIiagmGOkRkMJaW5rC0NFe3lUoVSkrL\nDFhR53M+7hrKq24eJe/p5IpAVx8DVkRERERERM3FUIeIDEprX50CLsFqT8cizonao0MHQyKRGKga\nIiIiIiJqCYY6RGRQPAHLsI5FiPfTGduDS6+IiIiIiEwFQx0iMiiegGU4xeWluJx4Q9Q3OnSwgaoh\nIiIiIqKWYqhDRAbFUMdwTkVfglKlVLdD3P3h7tjVgBUREREREVFLMNQhIoPi8ivDOa6x9GpMd87S\nISIiIiIyJQx1iMigHOxtUHdf3pLSclRVVRuuoE7keKQ41OHSKyIiIiIi08JQh4gMSiaTwc7WRtRX\nWFRioGo6j5zifISnxqjbEokEI7oNMGBFRERERETUUgx1iMjgNJdgcV8d/TsZdVHU7uPTDU42Dgaq\nhoiIiIiIWoOhDhEZnKMj99Vpb5qhDpdeERERERGZHoY6RGRwjvYaM3UKGOro28X4MFF7eEh/wxRC\nREREREStxlCHiAxOc6ZOQRFDHX0qq1QgPCVG1DcwoLeBqiEiIiIiotZiqENEBqd1rHlBMQRBMFA1\nHd+1pAhUq5Tqtn9Xb7jYORmwIiIiIiIiag2GOkRkcDbWlpDLZep2ZVU1yssrDFhRx3Yh7rqoPSig\nl4EqISIiIiKitmCoQ0QGJ5FI4MgTsNrNBY39dLj0ioiIiIjINDHUISKjwFCn/WhukjwokKEOERER\nEZEpYqhDREZBa18dhjp6kZafhfSCbHXb0swCPb2CDVgRERERERG1FkMdIjIKnKnTPi7EiWfp9PUN\nhbnczEDVEBERERFRWzDUISKjoHWsOUMdvdDcT2cAN0kmIiIiIjJZDHWIyCg42NuK2sVFpVCqVAaq\npuPS2k+HmyQTEREREZkshjpEZBTMzc1gbW2pbqsEAcXFpQasqOOpUlbjalKkqI+hDhERERGR6WKo\nQ0RGQ2tfnQIuwdKl8JQYKKoq1G13h67wdHI1YEVERERERNQWDHWIyGhonoDFfXV0S3M/nUGBvSCR\nSAxUDRERERERtZXc0AUQEdXSnKnDY82br1pZjRORF5BbUoBe3t0Q6hmgNeZszBVReyCXXhERERER\nmTSGOkRkNHiseetEpcfjkQ0vIyo9Xt23aNSteH/hi+rjygVBwPHI86L7hgb1bdc6iYiIiIhItxjq\nEJHRcHAQn4BVWFhioEpMR0peBu5c8ziyi/JE/T+c2INqpRKfP/AaACAiLRY5xfnq67aW1ujv37Nd\nayUiIiIiIt3injpEZDTs7Wwgld7c46WsXIHKyioDVmTcVCoVHv/mda1Ap9aPp/fip9N/AQAOhp0U\nXRsRMgBmMub6RERERESmjKEOERkNqVQKezvxbB0uwWrYjlN/4ozGPjmaXtr+IeIyk/DX5SOi/vG9\nRuizNCIiIiIiagcMdYjIqHBfneapUlZjzd5vRH3jew3HoVe2wtLMQt1XVlGOqe89iIvx10Vjp/cb\n2y51EhERERGR/jDUISKjonmsOU/Aqt+flw4jOTdd3TaXm+HDRS+hp3cI3pr3tGhssaJU1B4Y0Ase\nTq7tUSYREREREekRQx0iMiqOjhozdQoY6tRn67FfRe0FI2bBp4sHAODeMbMxc8D4Bu99eNw8fZZG\nRERERETthKEOERkVR40TsAqKeAKWpvT8LJyIvCDqe3DcXPXHEokEH9/zP3XIU1eQmy9uGzxJ7zUS\nEREREZH+MdQhIqOiuadOYWExBEEwUDXG6c/L/4ra/f16oodXkKjP0cYePz39f+jmEaDu83RyxXfL\nPuKpV0REREREHQT/ZU9ERsXS0gLm5mbqo8yrq5UoLS2Hra21gSszHn9cOCRq3zpoQr3j/Lt64/Cr\n23Aq6hKKykswpvsQ2FnZtEeJRERERETUDhjqEJFRkUgkcHSwQ1Z2nrqvoLCYoc5/MgtzcCZWfIz5\nrIH1hzoAIJPKMLr7YH2XRUREREREBsDlV0RkdHisecP2XTkqWo7W17c7/Fw8DVgREREREREZCkMd\nIjI6mseaM9S56Z+wk6L2rIENn3JFREREREQdG0MdIjI6midgFRbyBCwAqKiqxHGNU68m9R5poGqI\niIiIiMjQGOoQkdHh8qv6nYm5jLKKcnXb3aErengFG7AiIiIiIiIyJIY6RGR0NJdfFReXorpaaaBq\njMc/10+J2uN7DYdEIjFQNUREREREZGgMdYjI6MjlMq3TroqKuQTr8PXTovaEXiMMVAkRERERERkD\nhjpEZJS0lmAVdO4lWFmFuYhKj1e3pRIpxvYYYsCKiIiIiIjI0BjqEJFR4r46YiejL4ra/fy6w8Ha\nroHRRERERETUGTDUISKj5MATsERORopDnZHdBhqoEiIiIiIiMhYMdYjIKHGmjtiJKPFR5qNCBxmo\nEiIiIiIiMhYMdYjIKDHUuSmjIBuxmUnqtkwqw7CgfgasiIiIiIiIjAFDHSIySra21pDJbv4RVVFR\nCYWiwoAVGc7JKPHSq/5+PWBjad3AaCIiIiIi6iwY6hCRUZJIJHCw52wdADgRyaVXRERERESkjaEO\nERktR0eGOoD2TJ1R3CSZiIiIiIjAUIeIjJiDPU/ASsvPQnx2irptJpNjcFBfA1ZERERERETGgqEO\nERktrZk6BZ1vpo7m0qsB/j1hY2FloGqIiIiIiMiYMNQhIqPFE7C0l16N5NIrIiIiIiL6D0MdIjJa\nmqFOYVEJVCrBQNUYxokobpJMRERERET1Y6hDREbLwsIclpYW6rZKpUJJSakBK2pfybnpSMpJU7fN\n5WYYFNjHgBUREREREZExYahDREZNewlW59ks+VT0JVF7oH8vWJtbGqgaIiIiIiIyNgx1iMioOTqI\nT8DqTPvqaG6SPJJLr4iIiIiIqA6GOkRk1Bw68WbJ3CSZiIiIiIgaw1CHiIya1mbJnSTUScpJQ3Ju\nurptLjfDoIBeBqyIiIiIiIiMDUMdIjJqnfVYc81ZOoMCesOK++kQEREREVEdDHWIyKjZ29tCIrnZ\nLi0tR1VVteEKaidcekVERERERE1hqENERk0mk8LOzkbUV1jUsU/AEgQBJzRCnVHcJJmIiIiIiDQw\n1CEio6e1BKugYy/BSspNR2pehrptITfHQO6nQ0REREREGhjqEJHR62z76mgeZT44qA8szSwMVA0R\nERERERkrhjpEZPQ0jzXv6CdgcT8dIiIiIiJqDoY6RGT0OtNMHUEQcIqhDhERERERNQNDHSIyevWF\nOoIgGKga/UrMSUVqfqa6bWlmgYH+3E+HiIiIiIi0MdQhIqNnbW0JMzO5ul1VVY3y8goDVqQ/mkuv\nBgf2gYWZuYGqISIiIiIiY8ZQh4iMnkQigYO9ragvv6DIQNXol+YmyaNCufSKiIiIiIjqx1CHiEyC\no2PH3yxZEARukkxERERERM3GUIeITIKjg72o3RE3S07ITkF6Qba6bWVmgQHcT4eIiIiIiBrAUIeI\nTILmTJ38go4X6mguvRoS1BfmcjMDVUNERERERMaOoQ4RmQTNE7A64vIrLr0iIiIiIqKWYKhDRCbB\nwUG8UXJRcSmqq5UGqkb3avbTuSTqGxU6yEDVEBERERGRKWCoQ0QmwUwuh62ttaivqKjEQNXoXlxW\nMjIK6+ynY26Jfn49DFgREREREREZO4Y6RGQynDT31elAS7CO3Dgrag8L7sf9dIiIiIiIqFEMdYjI\nZDho7KtTUFBkoEp0b8+Ff0Tt0aGDDVQJERERERGZCoY6RGQynDroseZZhbk4HXNZ1Ddr4HjDFENE\nRERERCaDoQ4RmQzNY80LOsix5n9eOgxBENTtvr6h8O/qbcCKiIiIiIjIFDDUISKToXmseUFhsSgM\nMUWCIOCnM3+J+m4dONFA1RARERERkSlhqENEJsPa2hJmZnJ1u6qqGmVlCgNW1HanYy7jYvx1Ud+t\ngyYYqBoiIiIiIjIlDHWIyGRIJJJ6Z+uYss/3fSdqT+w9kkuviIiIiIioWRjqEJFJ6Uj76pyMuojD\n10+L+p6cep+BqiEiIiIiIlPDUIeITIrmTJ38QtM81rxKWY3/7Vgt6hsa1BfDQ/obpiAiIiIiIjI5\nDHWIyKQ4OoqPNS800eVXmw7tRGRanKjvlTseN1A1RERERERkihjqEJFJ0ZqpY4LLr9Lzs7D6j69F\nffNHzMTQ4H4GqoiIiIiIiEwRQx0iMikO9raidklJGaqqqw1UTeu88cvnKK0oU7ftrWw5S4eIiIiI\niFqMoQ4RmRS5XAY7OxtRX2FhiYGqabnjEefx2/mDor4Vty9FV3tnA1VERERERESmiqEOEZkcUz7W\nfPWf4mVXfXy64f6xdxioGiIiIiIiMmUMdYjI5DiZ6LHmF+Ov43T0JVHfewtfgEwqM1BFRERERERk\nyhjqEJHJ0Z6pYxrHmq878L2oPbb7EAwO7GOgaoiIiIiIyNTJ2+MlERER+Pvvv5GSkgJra2v06NED\ns2bNgq2tbdM3t1B6ejr27duHxMRElJWVwdfXF/3798eoUaMgkUh0/j4ian+ax5qbwkydrMJc/HX5\niKhv2eS7DVQNERERERF1BHoNdXJzc7F48WLs2rVL65qdnR3WrFmDhx9+WCfvSk9Px7PPPoudO3dC\nEASt697e3vj2228xceJEnbyPiAynvj11BEEw6uD2l7P7oFQp1e1uHgEY13OYASsiIiIiIiJTp7dQ\np7S0FFOmTMHFixchkUhw6623YuTIkSgsLMT27duRkJCARx55BOXl5XjiiSfa9K7IyEiMHz8e6enp\nkEqlmDRpEkaOHAkHBwdkZ2fj9OnTOHLkCKKjoxnqEHUAVlYWMDc3Q2VlFQCgulqJ0rJy2NpYG7iy\n+gmCgB9P7xX1LRgxy6hDKCIiIiIiMn56C3XeeOMNXLx4EQDw7bff4r777lNfW7lyJWbOnIkjR47g\n2WefxfTp0xEUFNSq9xQXF2PKlClIT0+Hh4cHfvvtNwwZMkRrXGpqKsrLy1v3yRCRUZFIJHB0sENW\ndp66r6Cg2GhDnesp0biRGqtuSyVS3DlsqgErIiIiIiKijkAvGyXn5ubiiy++AADMmTNHFOgAgI2N\nDbZs2QK5XI6qqiq88847rX7XypUrkZSUBLlcjj///LPeQAcAvLy8EBwc3Or3EJFxcdQ8AcuIjzX/\n6cxfovb4XsPh5uBioGqIiIiIiKij0Euo8/vvv0OhUAAAli1bVu8YX19fTJ8+HQCwe/duVFVVtfg9\nBQUF2LRpEwDg3nvvxYABA1pZMRGZGq19dYx0s2SlSolfzx0Q9c0bNt1A1RARERERUUeil1Dn0KFD\nAAAzMzOMHj26wXG1+9sUFBSol2q1xK5du9RLqjRnAxFRx6YZ6uQXGOex5iejLiKzMEfdtrGwxpR+\nYwxYERERERERdRR62VPn+vXrAICgoCBYWlo2OK5nz57qj8PDwzFsWMtOgjl58iSAmvBo+PDhUCqV\n+Oeff3D69GkUFhbCxcUFI0aMwNixYyGV6iW/IiIDMZVjzX85+7eoPWPAOFibN/znIhERERERUXPp\nJdRJSkoCUHOMeGN8fHy07mmJsLAwAICfnx9u3LiBe+65B+Hh4VrjQkNDsWnTpkZnDTUkPz+/wWsF\nBQUtfh4R6YaDvS2kEglUggAAKC0rR0VlFSzMzQxc2U3llQr8cfGQqO/OodwgmYiIiIiIdEMvoU5x\ncc13zG1tbRsdV/d67T0tkZdXc/JNZWUlJk2ahLy8PIwdOxaTJ0+GhYUFzp49i127diEyMhITJ07E\ngQMHMHbs2Ba9w9nZucV1EZH+yWRSODjYIr/ODJ2CgiK4uXYxYFViB66dQImiTN3uau+M0aGDDFgR\nERERERF1JDoPdQRBQGVlJQDA3Ny80bF1r9durNwSZWU1XyzVzvL57LPPsHz5ctGYI0eOYNq0aVAo\nFLjvvvsQHR0NMzPj+U4+EbWek6O9KNTJyzeuUGeXxtKr2YMnQy7TS5ZORERERESdkM43mpFIJOp9\ndCoqKhodWzfIsba2bvG7rKys1B9PmTJFK9ABgFtuuQUvvPACACAxMRF//PFHi96Rl5fX4I+4uLgW\n10xEuuPk5CBq5+cbz2bJ2UV5+CfspKjvzmHTDFQNERERERF1RHrZPdjevmYD06Kixr/Aqnvdzs6u\nkZGNvwcAFixY0OC4hQsXqj8+duxYi97h5OTU4A9HR8cW10xEuuOksVlyfkGhgSrRtv3kHlQpq9Xt\nIDdf9PPtbsCKiIiIiIioo9FLqBMQEACg6c2Pk5OT1R8HBga2+D1BQUH1fqyp7rPT09Nb/B4iMk7O\nThqhjpHM1FGqlPju6G5R371jZkMikRioIiIiIiIi6oj0Eur07t0bABAfH9/obJ3Lly9r3dMSffr0\nUX+sVCobHFf3mlzO/SyIOgoHB1tRUFJSWo7KyioDVlTjwNUTSM3LULctzSwwf8RMA1ZEREREREQd\nkV5CnalTa47sValUOHjwYIPj9u/fDwDw8PBA3759W/ye6dOnqz+u7yjz+q75+/u3+D1EZJxkMhkc\n7MWn7OUXGH62zroD20Tt2UMmw8nGoYHRREREREREraOXUGfGjBlwcnICUHMiVX0uX76MI0eOAKjZ\n86Y1yxIGDx6MHj16AAA2b94MlUpV77ivv/5a/XFt4EREHYOTkS3BOhd7FWdjr4r6Hp0w30DVEBER\nERFRR6aXUMfGxgYvv/wyAODo0aN49dVXIQiC+npqaioWLVoEQRBgZ2eHl156qd7nvPzyy3jiiSfw\n+uuvN/iu999/HwBw4cIFPPXUU6iqEi+9+Prrr/HVV18BqDkJa/To0W363IjIuGjtq2PgmTrr9n8v\nao/rOQy9vEMMVA0REREREXVkEqFu2qJDSqUSd9xxB/bs2QMA6N69O0aMGIHCwkLs27cPZWVlkMlk\n+PXXXzFr1qx6n+Hu7o7MzEz4+fkhISGhwXe99NJL+PDDDwEA3t7eGDduHCwsLHD27Flcu3YNQM2y\nqxMnTsDT01Nnn2N+fj6cnZ0B1Bx9Xjs7iYjaT0xsMg4ePq1u+3i7Y+a0MYapJSMRY95cIAqxf3r6\n/zCm+xCD1ENERERERMZDHxmC3nYNlslk+Pnnn/Hmm2/i008/RUREBCIiItTXe/TogfXr12Ps2LFt\nftcHH3yA0NBQrFy5EikpKdi27eZ+FjKZDHfffTc+/vhjuLi4tPldRGRctJdfGe5Y8/UHfxAFOn19\nQzE6dLDB6iEiIiIioo5Nr0dBmZub45133sHLL7+MY8eOITU1FVZWVujRowcGDBjQ5P3vvfceSktL\nYW9v3+TYhx56CA888ABOnz6NuLg4KBQKeHh4YOTIkZxBQ9SBOf53AlZtmFJ7Apa5uVm71pFVmIsf\nT+8V9T02+R4eY05ERERERHrTLud729jYYNq0aS2+78EHH2zReKlUipEjR2LkyJEtfhcRmabaE7AK\nCovVffkFRXBz7dKudWw6/CMqq2/u6eXTxQOzBo5v1xqIiIiIiKhz0ctGyURE7UlrCVY7b5ZcoijF\nd0d3ifqWTFoIuaxdcnMiIiIiIuqkGOoQkclzcjTssea7zu5HYdnNmUJONvZYOPLWdq2BiIiIiIg6\nH4Y6RGTyNI81z2v3UOdvUfv+sXNgY2HVrjUQEREREVHnw1CHiEye1kyddlx+lZKXgdMxl0V980fM\nbLf3ExERERFR58VQh4hMnqOjHeoeMlVSUobKyqqGb9Ch3ef2i9oDA3ohwNWnXd5NRERERESdG0Md\nIjJ5MpkM9va2or78guIGRuvW3kv/itpzhk5tl/cSEREREREx1CGiDsHZ0UHUzs8v1Ps7c4rzcTnx\nhqjv1oET9P5eIiIiIiIigKEOEXUQzs7ifXVy2yHUORJ+BoIgqNu9fbrBzcFF7+8lIiIiIiICGOoQ\nUQfh7Owoaufl6T/UORx+WtSe0GuE3t9JRERERERUi6EOEXUIXZzEy69y8wpEs2h0TaVS4XD4GVEf\nQx0iIiIiImpPDHWIqEOwt7eFTHbzjzSFohLl5RV6e190RiJyi/PVbTtLGwwK7K239xEREREREWli\nqENEHYJUKoFzPbN19OVs7BVRe0hQX5jJ5Hp7HxERERERkSaGOkTUYXRx1gx19LevztnYq6L20KC+\nensXERERERFRfRjqEFGHoblZclZ2nt7edU4z1Anup7d3ERERERER1YehDhF1GG6uzqJ2RmaOXjZL\nzirMRUJ2irotl8rQ37+nzt9DRERERETUGG4AQUQdhksXJ8hlMlQrlQCAsjIFiopK4eBgq9P3nIsT\nz9Lp4xsKa3NLnb6DiIjIGAmCgPLychQXF6O8vBwqlcrQJRERtSupVAorKyvY29vD0tISEonEoPUw\n1CGiDkMmk8LNrQtS07LUfckpGXBwCNbpe64mRojagwP76PT5RERExkilUiE1NRUlJSWGLoWIyKDK\ny8uRl5cHW1tbeHl5QSo13CIohjpE1KH4eLuLQp2klAz07qXjUCcpUtTu59ddp88nIiIyNoIgaAU6\nUqkUcrnc4N+lJiJqL4IgoLq6Wj1LsaSkBKmpqfD29jbYn4UMdYioQ/HxdsfpszeXR6VnZEOlUuks\nPRcEAVeSxDN1+vgw1CEioo5NoVCoAx25XA5PT09YW1sz0CGiTkcQBJSVlSEtLQ3V1dUoKSmBQqGA\nlZWVQerhRslE1KE4O9nD0tJC3a6qqkZ2Tr7Onp+an4m8kgJ129rCCsHuvjp7PhERkTEqKipSf+zp\n6QkbGxsGOkTUKUkkEtjY2MDT01PdV/fPyPbGUIeIOhSJRAIvj66ivrT0bJ09/5rG0qve3iGQSWU6\nez4REZExKi8vB1Cz5Mra2trA1RARGZ61tbV6NUDtn5GGwFCHiDocT09XUbvuHjttdVVz6ZVvqM6e\nTUREZKxq94/gHjpERDUkEgnk8podbQx5EiBDHSLqcLw8xKFOZlYuBEHQybPDkqNE7T4+DHWIiKjz\nYKBDRHSTMfyZyFCHiDocBwdbmJubqdtVVdUoKSnTybMj0uJE7V7eITp5LhERERERUUsx1CGiDkci\nkcDJ0V7Ul1fQ9s3LShSlSM5NV7elEilCPPzb/FwiIiIiIqLWYKhDRB2Ss5M41MnPb3uoE5kWL2oH\nuvrA0syigdFERERERET6xVCHiDokJycHUTsvv7DNz4xIixW1u3sFtfmZRERERGQ87r77bixYsAB/\n/fWXoUvRi7CwMCxYsAALFixAWlqaocshHZAbugAiIn3Qx0ydG6kaoY5nYJufSURERJ3Xxx9/jHPn\nzrX6fnNzc2zZskWHFdHOnTuhVCoxfPhwTJ8+3dDl6FxGRgZ27twJAHjjjTfg6enZpmedPXsWZ8+e\nRWxsLARBgL+/P95///0WPScmJga7du1CbGwslEol/Pz8cPvtt6Nv375N3nvx4kX8+OOPSE9Ph6en\nJ+666y4MGDCgyftWrlyJ2NhYPP/88xg8eHCL6jU2DHWIqENy0gx1CoogCEKbdqjX3CSZoQ4RERG1\nxbFjx/Dbb7+1+n4LCwuGOu2oqqoK9957LwDgkUcewaRJk3Qy1tRs2LAB77zzDpKSkrSu9evXr9mh\nTmVlJZ577jmsXbtW66Ta1157DQsWLMBXX30Fe3v7eu9/99138corr4ju/fDDD/Hee+/hxRdfbPC9\nv//+O959910MGTIEAwcObFatxoyhDhF1SNZWlrCwMENFRRUAoLpaieKSMtjb2bT6mZrLr3p4Bbep\nRiIiIurcnn/+eSxYsKDeax9++CEuXboEMzOzBoMbmUymz/I6pR9++AEqlareL/aVSqV6lsu4ceMa\nDWpaMtbUhIeHIykpCW5ubhgyZAiGDh2KDRs2ICUlpUXPeeihh/D9998DACZMmIA777wTMpkM+/bt\nw6+//oodO3YgOzsb+/btg1wuji4OHTqElStXAgDmz5+P8ePH48iRI9i+fTtWrFiBoUOHYty4cVrv\nLC0txZNPPgmZTIb169dDKjX9HWkY6hBRh1RzApYDMjJz1H35+YWtDnWyi/KQU5yvbluaWcC/q1eb\n6yQiIqLOa/To0Q1e27ZtGy5dugSpVNpg8EO6d9dddxm6BKO3ZMkSPPPMM/Dz81P37dy5s0Whzq5d\nu9SBztNPP401a9aInv/RRx/hxRdfxD///IMvv/wSTz75pOj+Tz/9FACwaNEi9XOWLFkCuVyOrVu3\n4uOPP6431HnzzTeRlJSE5cuXd4hZOgA3SiaiDkxzX528NuyrE6mx9Kqbhz9kUn53jIiIiIg6lx49\neogCndZ4++23AQC+vr744IMPtK7X3evm3XffhVKpFF0/fvw4AGDZsmWi/tr20aNHtZ4ZFhaGNWvW\nwNPTE6tWrWpT/caEM3WIqMNyctTdZsmaS69CPXnyFRERERlOcXExHn30UQDAE088gdGjR6O8vBw/\n/fQTLl26hMzMTEybNg333Xef+p7CwkIcPHgQERERSEtLQ0lJCVxcXDBkyBDMmjULtra2LXqfQqHA\nzp07ceHCBZSUlCAwMBBz585F9+7dG609PT0dv//+O8LCwlBQUABHR0d4eHigd+/emDp1KiwsLJp8\nd0lJCbZv344rV66guroa/fr1w/333w9ra2vRvVevXsXu3buRmJgIe3t7TJkyBTNmzGiwtrvvvhtK\npRL333+/aKPkFStWIC7u5jf5vv76a/z777+ie2v3zmnJ2PqcPXsWBw4cQFJSEioqKuDm5oYxY8Zg\n2rRpWsuQ6pOamooff/wRN27cgFQqRc+ePXHPPffA2dm5yXvbQ2xsLC5dugQAuP/++2Fubq41RiKR\n4JFHHsH58+eRkZGB48eP45ZbbgFQsxdPfn7NDPrAQPEel0FBNf9GLyoqQnl5OaysrAAAgiBg6dKl\nqK6uxpo1axrcp8cUMdQhog5Lc7Pkthxrzk2SiYiIyJhUVFSo92yZNWsWZDIZ7rjjDmRmZqrHuLq6\nqkOde+65Bzt37kR1dXW9z3N2dsbatWsbXOql+T57e3vceuutWpvlvvHGG3jnnXfw0ksv1fuct99+\nG2+99RaqqqrqvW5vb4+tW7fitttua/Rzvf3225GdnS26991338WhQ4cQEhICpVKJxx57DBs2bBCN\n+eyzz3DHHXdg586dMDMz03p/Q6df7du3D1euXFG3z58/j/Pnz4vurd07pyVj64qIiMAjjzyCEydO\naNX14YcfIjg4GNu2bcOwYcO0rtf64osv8OKLL6K8vFzUv3LlSnz//fdaoZchHDlyRP1xfUuk6rt2\n5MgRdagjk8kgkUggCAIUCoXonrqfd90A7Ouvv8aJEycwderUDrfEjqEOEXVYzk4OonZBQXGrT8CK\nyUgUtbt5BLSpNiIiIiJdSUhIwLJly+Du7o7HHnsMgYGBkMvlCA0NVY+5fPkyXFxcMH36dPj7+8PL\nywsKhQKRkZHYsmUL8vLysHDhQtjZ2WHmzJmNvi81NRVPP/00nJ2d8dZbb8HPzw+pqalYv349kpKS\nsGLFCvTp00drRsymTZvw6quvAgD69OmDO++8E15eXlCpVEhOTsb169fx119/1XuqUq2kpCQ8/vjj\n8PPzw/PPPw93d3eEhYVh7dq1SElJwaxZs3D9+nU8/vjj+Prrr3HfffdhzJgxUCqV2LFjB/7991/s\n3r0bb7/9Nt58881m/xx/8MEHyMrKUodkDz/8sFYoM2TIkBaPrXXp0iVMmDABBQUFsLOzw8KFCzFo\n0CBYWFjgxo0b2Lx5M2JiYjBu3DicOHGi3v1g1q9fr957xtPTEw899BBCQkKQnp6OrVu34s4778Q7\n77zT7M9ZX65fv67+uEePHg2OCw4OhlwuR3V1NcLDw9X9MpkMvr6+SExMxJUrV0SzdWpnAPn4+KhD\nu5ycHLz00kuwtLTE2rVrdf3pGJ5ArZaXlycAEAAIeXl5hi6HiDSoVCrhmy2/Cl9u/FH9o6CwuFXP\n6vHcVMFtyTD1j4SsFB1XS0REZLxiY2OF8PBwITY21tCldBozZ84UAAgWFhb1Xs/OzlZ/LWJlZSXM\nnDlTUCgUDT7v2rVrglKpbPBZo0aNEgAIwcHBgkqlavR91tbWwh133CFUVFSIxmRmZgru7u4CAGHU\nqFFaz+jfv78AQJg4caJQXV1dby2FhYVCUlJSo+9euHCh1v379u1Tj1m8eLFgYWEhHD58WDRGqVQK\nU6ZMEQAIjo6O9f58yWQyAYCwZs0arWvl5eXqd3z55Zf11t+asQqFQggMDBQACP369RNSU1O1xmRn\nZwv9+vUTAAh9+vTR+jVKTk4WrK2tBQDCgAEDtL4+raysFObNmydYWVmp67px40ajdbVEr1691PU3\n5a677hIACDKZrN7fa3V5e3sLAISRI0eK+pctWyYAEAYPHiwUFhYKglDze2fw4MECAGHJkiXqsQ88\n8IAAQFi1alXLP7EmtPTPRn1kCJypQ0QdlkQigbOTPdIz6p6AVQQH+4bXi9cnt6QAeSUF6raF3Bze\nXdx1VSYREVGH4b50uKFL0LuM9acNXYIWmUyGb7/9Vmsvmrp69+7d4DUXFxds3LgRPXv2RExMDM6e\nPdvoEh8rKyt8++23WnuhuLq64sknn8TKlStx8uRJFBUVifYuiY+PBwDMmDGjwePY7e3tG93vxMbG\nBhs3btS6f+rUqejfvz8uX76MDRs24OWXX9Za2iOVSvHCCy9g//79KCgowNmzZzFmzJgG39Vevvvu\nO8TFxUEul+OXX36Bp6en1hgXFxds3rwZAwcOxLVr13D06FH1ciQA2LhxI8rKyiCRSLB161Y4OTmJ\n7jczM8OmTZsQFBSktTSrvRUXFwMArK2tm5xBb2NTc3JtSUmJqH/FihX4/vvvcf78eYSGhmLAgAG4\ndOkSMjIyYGdnhxUrVgAAjh07hu+++w6hoaF48cUXAQBVVVXYvn07Tpw4IdqPycFBPMvfVPD0KyLq\n0DQ3S27NvjoxGQmidpCbL0++IiIiIqMxa9YsuLi4tOkZPXr0gKurKwBo7f+iad68eQ0GL6NGjQJQ\nszFtVFSU6JqXlxcAYM+ePaisrGxVnXPnzlV/oa+p9rQkoGYD3vrUXfYUGRnZqhp07eeffwZQs4dM\n7Ua/9RkwYAB8fX0BaJ/utG/fPgDA8OHD0atXr3rvt7e3x/z583VRcpvU/trXt6eRptrgsKKiQtTv\n6+uLffv2ISAgABkZGfjrr7+QkZEBf39/7Nu3D/7+/qiqqsLSpUshCALWrVsHc3Nz5ObmYvjw4bj/\n/vuxYcMGfPPNN3jqqafQq1cvRERE6P6TbQecqUNEHZrmvjr5BS0/AUtzP51g97Yd4UhERESkS4MG\nDWrWOKVSiWPHjuH06dNISEhASUmJaOPksrIyAEBGRkajz+nTp0+D12qDIaDmtK267rrrLrzxxhv4\n999/ERwcjAULFmDChAkYMWJEs2dJNPbuLl26AAAsLCzQrVu3esc4ODio92nRrM9QakO0xMRE3HPP\nPQBqQrG6/639uHaWS2pqqugZYWFhALT36tE0dOhQg+8rU7tZs+Ymx/WpnVVUX5A3YsQIREdH48yZ\nM8jIyICHhweGDh2qnsW1evVqhIeH45577sGECRMAAEuXLsXFixfh5OSE5557DjY2Nli7di1iYmIw\nb948XLlyBVKpac19YahDRB2a5glYrTnWPFoj1Alx929LSUREREQ61ZxZOgcPHsSSJUtER203RHOp\ni6bGlkfVnX2hecLV//73P1y9ehW7du1CcnIyPvroI3z00UeQSqUYMGAA5s6diyVLlmgtHarLzs6u\nwWu1px01djQ7ULNcrbq6usETuNpTdXW1+nju6OhoREdHN+u+0tJS9ceVlZXqQK5r166N3tfU9fZQ\nG+CVl5ejsrKy3iPNa9UGbw39npPJZBg5cqRWf0JCAt5++204OTnh448/BlCzyfYvv/wCAPjzzz8x\nYsQIAMCCBQsQFBSEsLAw7N+/H9OmTWv9J2cADHWIqENz1gx1CoqgUgmQSpt/Ala0xvIrhjpERET1\nM8b9ZjqDukc31+fChQuYMWMGqqqqYGtri1mzZqFfv35wdXWFpaWlembC008/jczMTNHsEF0yNzfH\nL7/8gtOnT2Pnzp04fPgwrl27BpVKhQsXLuDChQv45JNPsGfPnkb39OlIJBIJpFIpVCoVbr/99gaP\nlNfk7++v/lgul6uP+G4qqDKGIKt2iZkgCEhOTm5wyZlCoVAfWx8cHNyidzzxxBMoKyvDJ598op49\ndvz4cQiCgH79+qkDHQBwd3fH7Nmz8cMPP+DYsWMMdYiIjImVlSUsLc2hUNSs3VUqVSguLoWDQ/M3\nS+byKyIiIjJlH3zwAaqqquDh4YGzZ8/C29u73nFPPPFEu9QzfPhwDB9es6l2YWEhjh8/jh07duCH\nH35AdnY2Fi5ciNjY2CY30e0IZDIZunbtiszMTFhaWjY71KlLKpWiS5cuyMnJQUpKSqNjk5OTW1uq\nztRdQnfp0qUGQ52LFy/We09Tdu3ahT///BPDhg3Do48+qu6vXVZY9wj0WrU1NLX00BiZ1mIxIqJW\ncHIUr9HOK2j++unySgWSctPUbYlEgkA3X53VRkRERKRvtV8cz507t8FAJzo6Grm5ue1ZFoCapTgz\nZ87E1q1b8dJLLwGoOSVLc5NlY1B3r5WmZjO1ZGztCVwHDhxo9clUtZtEHz58uNFxhw4datXzdWnS\npEnqZXp//fVXg+NqN38GgOnTpzfr2SUlJXjqqacgk8mwfv160a9D7Yy2+vbyqf15b87mzcaGoQ4R\ndXhaS7BasK9OfFay6C9ib2d3WJtb6qw2IiIiIn2r/bdMXl5eg2Peeuut9iqnQXVPbTKGZUKazM3N\n1fu/NLXJckvGPvzwwwBqfn1a++swb948ADWBWO1pWppu3LiBPXv2tOr5uuTg4IDbbrsNALBjx456\nZxcVFhZi48aNAIBhw4YhJCSkWc9+7bXXkJKSguXLl6N///6ia7UzdK5evQqlUim6dunSJdEYU8JQ\nh4g6PM3NkvNaEOpEcT8dIiIiMnFDhw4FAPz000/Yu3ev6FrtzIa9e/eqT4/Sh7KyMrz11ls4e/Ys\nVCqV1vXU1FT1hrYuLi4IDQ3VWy1tUVvXgQMHmpyB09yx06ZNw+zZswEA77//Pp599ln15sl1CYKA\nCxcuYNWqVVqbWS9atEgdfDzyyCM4ePCg6Hp4eDhuu+02+PkZxzYCb731FszMzFBWVoa5c+ciMzNT\nfa2oqAgLFy5UL4V67733mvXMK1eu4PPPP4e3t3e94dgtt9wCGxsbpKam4vPPP1f379+/Xz2DacaM\nGW35tAyCe+oQUYendax5fvOXX2nupxPC/XSIiIjIxLz88sv47bffUF5ejpkzZ6J3794ICgpCaWkp\nzpw5g7KyMvz000944YUX9LYEq7KyEq+//jpef/11ODo6ws/PD+7u7rCyskJaWhouXLgApVIJmUyG\ntWvXGu0ymPnz5+PatWs4dOgQQkND0adPH3WtjzzyCCZNmtSqsVu3bsWdd96J/fv3Y82aNVi3bh0G\nDhwIDw8PlJSUIDMzE0lJSeqwZ9myZaJTviwtLbF9+3ZMnDgRhYWFmDx5Mvr27YugoCBkZGTgzJkz\n8Pb2xkcffYT58+e36ecgMTFRvVSuVu1sm8TERK19gT755BN4enqK+nr27ImvvvoKDz/8MM6cOYOA\ngACMHj0acrkcJ06cQFFRzTdh3377bYwfP77JmgRBwNKlS6FUKvHZZ5/VewKanZ0dVqxYgVdffRXP\nPvsstm/fDmtra5w8eRKCIODuu+9G7969W/RzYQwY6hBRh6c5U6egsLjZJ2Bphzr+uiyNiIiISO/6\n9OmDAwcOYPHixQgPD0dYWBjCwsIA1Hxx/dlnn2HSpEl44YUX9FaDjY0NXn/9dfz99984d+4crly5\ngitXrqivSyQSjB49Gu+88w7Gjh2rtzra6oUXXkBcXBy2bNmidQT5uHHjREFNS8ba2trir7/+wqZN\nm7BmzRpERETg1KlTondLpVIMHToUU6dOrfdo90GDBuH48eNYtmwZjh8/jqtXr+Lq1asAgMmTJ2Pz\n5s24ceNGm38O8vPzsXPnznqvFRQUaF174403tEIdAHjwwQfh7e2NZ599FmFhYThw4ID6WmBgIN59\n991mB1AbNmzA6dOnMWPGDMyZM6fBcStXrkRZWRk++ugjnDt3Tt1/zz33qJd7mRqJoK/z6jqB/Px8\nODs7A6hZ/+jk5GTgioioId9t+x3ligp1e8G8aXB00P7LUNPEt+/F9ZSbfwH/+tx6DA/pr48SiYiI\njFZcXBwqKipgYWFhkntOmKJjx44hNTUVMplMvV9KXZWVldi1axcAYMSIEc1eVnP9+nXExMTAzMwM\n/v7+6Nmzp/ran3/+ieLiYoSGhmLAgAGtel9JSQn++OMPADXBhbu7u9aYoqIixMfHIy0tDeXl5XBy\nckLv3r3RtWvXep/Z3Hdfu3YN169fh4WFBe64444Gfw5++uknKJVK9OvXDz169BBd+/HHH6FSqTBw\n4EB069atwWcUFBTgypUryM3NRWVlzSmrQ4YMqfckp5aMrZWcnIzIyEgUFhbCwcEBbm5u8PX1hYOD\nQ4P31BUXF4fw8HDIZDJ0794dAQEBAIDMzEz1ZsozZ86sNxxqSkFBgWgT46Y05z2RkZGIjY2FSqWC\nn59fi067AoC///4b+fn5uOWWW+Dh4dHk+JycHJw9exbV1dXo169fq5eltfTPRn1kCAx12oChDpHp\n+P3Pf5GWnq1uT500EgH+Xo3eo1KpEPjUeCiqboZBYR/9BRc7/r9ORESdC0MdIiJtxhDqcKNkIuoU\nNPfVyWvGvjrJeRmiQMfZxoGBDhERERERGQ2GOkTUKWjuq9OcY81jNE6+CuYmyUREREREZEQY6hBR\np+DcimPNo3mcORERERERGTGGOkTUKTg5ipdf1ZyApWr0Hs2TrzhTh4iIiIiIjAlDHSLqFCwtzWFt\nZaluq1QqFBaVNHqPdqjjr4/SiIiIiIiIWoWhDhF1Gi3dVydKY/lVN4Y6RERERERkRBjqEFGnoRnq\nNLavTm5JAfJKCtRtC7k5vLu466s0IiIiIiKiFmOoQ0Sdhuax5vmNHGuuefJVkJsvZFKZPsoiIiIi\nIiJqFYY6RNRpODlqzNQpaHimDjdJJiIiIiIiY8dQh4g6Dc1jzQsLi6Fs4AQszf10eJw5EREREREZ\nG4Y6RNRpWFiYw9q67glYAgoL6z8BS3OmDkMdIiIiIiIyNgx1iKhT0VyCld/AEiwuvyIiIiIiImPH\nUIeIOpXmbJZcXqlAUm6aui2RSBDo5qv32oiIiIiIiFqCoQ4RdSrNOdY8LisZgiCo297O7rA2t9Qa\nR0REREREZEgMdYioU9HcLDm/nlAnKj1e1O7mEaDXmoiIiIiIiFqDoQ4RdSqae+oUFhZDqRSfgMVQ\nh4iIiIiITAFDHSLqVCwszGFjbaVuqwQBhUXFojFR6QmiNkMdIiIiIiIyRgx1iKjTaWpfHa2ZOjzO\nnIiIiIiIjBBDHSLqdBrbV6dKWY34rGTR9RAP//Yoi4iIiMhoFBUV4e2338aoUaPg5+cHd3f3en8s\nXbrU0KWajLfeegvu7u4YMmSIoUuhDkRu6AKIiNqbUyPHmsdnJaNapVS3PRy7wt7Ktt1qIyIios4p\nKCgIpaWlWv0WFhZwcnJCjx49MG3aNNx1112wsrKq5wm6U1JSglGjRiEsLKzJsQUFBXqtpSMpKipC\nZmYmLC1bf6pqdXU1wsLCcObMGZw9exZnz55FdnY2AODJJ5/EypUrm/2szMxMbNiwAX///TdSU1Nh\nY2ODHj164O6778bs2bObvPfdd9/FP//8g9LSUvTo0QPLly/HtGnTGr0vMjISEydOhLOzM06dOgUb\nG5tm10v1Y6hDRJ2O5kydusuvNJdehXDpFREREbWDzMzMekMdAEhKSsKVK1ewY8cOrFq1Cr/++it6\n9+6tt1q+/PJLhIWFQSqV4osvvsDkyZNhayv+JtfMmTNx8eJFvdXQFvv27cMDDzwAADh37hx8fHwM\nW5AODRw4ENeuXav3WnFxcb399Tlw4AAWLlyI3NxcUf/169fx888/Y9asWfjxxx/rDRBTUlIwcuRI\nJCffnN2ekJCAv/76C1988QUef/zxBt/72GOPITU1Fe+99x4DHR3h8isi6nS0TsAqKoFSWTM7h5sk\nExERkSFNmjQJ6enp6h8RERHYs2cPpkyZAgCIjY3FtGnTGgyAdOHvv/8GAEyZMgXLli1DcHCw1rIr\nMzMzvb2/rRQKBTIzM5GZman+N15HIQgC+vXrh0cffRQbN27Evn37WvyMsLAwzJkzB7m5ufD29sbW\nrVsRGxuL8+fPY8mSJQCAP/74A/fee2+99z/99NNITk6Gv78/9u3bh7CwMDz22GMAgGeffRbx8fH1\n3rdt2zYcOnQI48aNa/DZ1HKcqUNEnY65uRlsbaxQUloOoOYvx4LCEnRxdkB0RoJoLEMdIiIiak8W\nFhZwd3dXt93d3REaGopZs2Zh9uzZ+O2335CamootW7Zg2bJleqkhJSUFABAYGKiX51PrXbx4URSo\n1f5atcTTTz+NkpIS2NnZ4ejRowgIuPnv3UGDBsHR0REffPABfvnlF/z999+YOnWq+np+fj5+/fVX\nAMD333+PkSNHAgDWrl2LS5cu4dSpU9i6dStee+010TsLCgrw/PPPw9zcHF9++WWLa6aGcaYOEXVK\nDe2ro7X8ipskExERkZF4/vnn1R8fO3ZMb+9RKBQAYNSzcTqrtv6aXLt2Df/88w+AmnCnbqBT6403\n3oCTkxMA4JNPPhFdu3r1KpRKJdzc3NSBTq05c+YAAM6fP6/1zBUrViAzMxMvvPACunfv3qbPgcQ4\nU4eIOiVnJ3skp2So23n5RVCqlIjJSBSN40wdIiIiMhZ1Z85o7oWiKSwsDN999x2OHz+OjIwMyOVy\n+Pv7Y9q0aVi8eDHs7OxE469fv46JEycCgHrj3Y0bN2LHjh3qMYsXL8Zbb73VoppbWkd9wsPDsWXL\nFpw4cQLp6emQSCTw8fFBnz59sGjRIgwbNkxdd58+fVBRUaG+d8iQIZDJZKLnNbTPTltrLS8vx7p1\n6/Dbb78hOTkZjo6OGDZsGJ555hmEhoY256dL73bt2qX+eNGiRfWOsbS0xB133IFvvvkGhw8fRkFB\nARwdHQHUzNQBAA8PD637avtqx9Q6c+YMNm7ciMDAwBZt5EzNw1CHiDolp3qONU/OTUdFdaW6r4ud\nE7rYOrZzZURERET1q7vUpu4SrbqUSiWeffZZfPHFF1CpVKJrMTExOHjwID766CPs3r0bI0aMUF+r\nqqpCZmamaHxZWRnKysrU7aKiIjRXa+uoq6qqCs8++yzWrVtX7zMOHz6Mzz//HNu3b8eCBQugVCq1\nPoecnJx6a9N1rYmJiZg8eTKio6NF/ZcvX8bWrVuxc+fOeu9rb2fOnAEAODs7NzpjZtSoUfjmm29Q\nVVWFS5cuYfz48QCg3tw4Ly9P657aoLHuBshKpRJLly6FSqXC2rVr9X5yW2fE5VdE1Ck5OYqXX+UV\nFPLkKyIiIjJqW7ZsUX+sufSl1kMPPYTPP/8cKpUKd999N/bv34/4+HhERUVh8+bNCAgIQGZmJqZP\nn47Y2Fj1fb1791Zvzuzt7Q0AePTRR0WbNq9atarZtba2jrruueceddAybNgwfP/994iIiEBsbKw6\n0Bk2bJg6pHF1dUV6ejo2b96sfsbZs2dFn0N6errWLJ221qpQKDB16lRER0dDLpfjueeew4ULF5CQ\nkIC9e/di4MCBWLRokei0KEO5ceMGACA4OLjRcUFBQVr3AECvXr0AAMnJyVo/F4cOHRKNAYDPP/8c\nly9fxty5c5s87pxahzN1iKhT0jzWvKioBDlp2aK+btxPh4iIiIxASkoKPv30U6xbtw4AEBISoj6y\nu65du3apg59vvvkGDz74oOh6SEgIZs2ahaFDhyI+Ph7/+9//8OOPPwIA5HK5evZP7XIla2vrBmcE\nNaYtddTatm2buu+hhx7Cxo0bIZXenJMQGBiIcePG4cknn1SHOlKpFO7u7uqlQgDQtWvXRj8HXdT6\nySefIDIyEgCwadMm3H///eprfn5+mDx5MmbMmKF1nyFkZWUBaHimV62612vvAQBPT0+MHj0ax48f\nx6OPPoqdO3fC2dkZ3377Lfbs2QMAmD9/PgAgNTUVr7/+Ouzs7PDZZ5/p+lOh/zDUIaJOycxMDltb\na5SU1EwpFgQgKT1dNIb76RAREbXQK/ZNjzF1bzd/CVJrHDx4UPQFdVFREcrLy9XtsWPHYvv27bCw\nsNC698MPPwQATJs2TSucqOXi4oLXX38dDzzwAHbt2oXi4uJm7WvTErqoY/Xq1QAAX19frFu3ThTo\naNLcM6e9a924cSMAYPTo0aJAp5ZcLse6devQrVs3CILQ6lrbShAE9e+lppZBWVtbqz8uKSkRXfvs\ns88wZswYHD58GG5ubrCwsFBvrv3oo49i6NChAIDly5ejuLgYn376KTw9PQEA+/fvx2effYbw8HBY\nWVlhwoQJWLlyZb179FDzcPkVEXVamrN18vPF/0jrxuVXRERE1M4qKiqQmZmp/lE30Bk4cCB++OEH\n9RfIdeXm5uLs2bMAgLlz5zb6jnHjxgGo2e/k4sWLuiteR3VkZGTgypUrAID77ruv3gDLWGpNSkpC\nQkICAOCuu+5q8P7g4GAMGjSobQW3kUqlUodKEomk0bF1r2vuMzRw4EAcPnwYo0ePBlCz/Mzd3R2r\nVq3C+vXrAQB79+7Frl27MGDAADzxxBMAgPXr12Pq1KnYu3cvEhIScOPGDaxduxZDhgxBUlKSzj7P\nzoYzdYio03JydEBS8s0TsKoU4k3zOFOHiIiI2tukSZOwdetWADVfTKempuLPP//E6tWrcfHiRYwd\nOxanTp2Cq6ur6L7w8HD1F+wvvfQSXn/9dQBQ99X9b90v0usurdEFXdQRERGh/lifQYguaq27MXLv\n3r0bfV+fPn3qPe67vchkMlhaWkKhUKhn1jSkbphoa2urdX3o0KE4duwYKioqUF5eLlryVl5ejiee\neAJSqRTr16+HTCZDcnIynn76aQA1s3mWL1+OjIwMLFu2DDExMVi+fDl+/fVXXXyanQ5DHSLqtDRn\n6jiZ3dw82d7KFm4OLu1dEhEREXVyFhYWouVXnp6eGDJkCMaNG4dJkyYhLi4Oixcv1voCuO4x0k0d\nd15X3eO/dUEXdRQWFqo/dnJy0k1h9dBFrcXFxeqP7e0bX37o4ODQ6PX24OzsjLS0tHpPBaur7nVn\nZ+cGx1lYWGjNpFq1ahXi4+OxbNky9VKs77//HhUVFRgwYAA2bNgAoCYE27lzJwYNGoQ9e/YgKytL\nK6ykpjHUIaJOS/NY865WN//CCnH3b3JaKhEREWnQ834zndm4ceOwdOlSrF27Fr/99hsOHTqECRMm\nqK/X3QPlp59+Ui+NaUrdGRa6oIs66s4MKS0t1VltmnRRa91n1J3dUh99fi7NFRoairS0NMTFxTU6\nLj7+5qmwoaGhzX7+jRs3sHr1ari5ueHdd99V91+4cAEAMGfOHNH4gQMHws/PD4mJibh8+TKmTJnS\n7HdRDYY6RNRpOTlqzNSxcIRcIkO1oOTSKyIiIjI6K1euxNdffw2FQoFXX31VFOr4+/urP05NTW3V\nqVW6oIs6AgJu/jssLCwMM2bM0EVpWnRRq6+vr/rjqKioRoOhqKioFj9f12r3w0lLS0NKSor6+HpN\ntXsNSSQS9O/fv9nPX7ZsGaqqqvDJJ5+Iwq/aWVH1bYjs4eGBxMRE0cwpaj5ulExEnZaZmRx2tje/\nuyKVSOFiWTNbh8eZExERkbHx8PDAfffdBwA4efIkjh8/rr4WHBwMPz8/ADXHgRuKLuoIDAxUBzs7\nduxo8f1y+c25C5qb/Nali1pDQ0PRpUsXAMAff/zR4Ljc3FycOnWqVe/Qpdtuu0398a5du+odo1Kp\nsHv3bgDAkCFDmn0y1bfffosjR45g4sSJWLRokeiajY0NACAvL0/rvtqlb/Xt3UNNY6hDRJ2ak5N4\nbXNXq5q/lEPcOVOHiIiIjM9zzz2nPt77gw8+EF2r3Yj2/Pnz+Pjjj9u7NJ3W8eSTTwIALl26hDVr\n1rTo3rr78GRmZjY6tq21SiQS3HvvvQCA3377DSdPnqx33MqVK1FZWdni5+va6NGj1Rs6r169GkVF\n2ksmv/76a/VpVEuXLm3Wc/Py8vDiiy/CwsIC69at07pe+85Dhw6J+hMTE9VLwXr16tX8T4TUGOoQ\nUaemuVmy6/+zd9/hbVZ3+8BvLVvee287XnH2JotAgLL3pn0JhQKFtlBKS0v7oy1taV+gLbS0AVp4\n2ZRVdlghIYuE7GHHe+8leWpLz++Px5b9SPK2LMm+P9elyzrPPHISx7p1zvcEiMWROVKHiIiIvFFO\nTg4uu+wyAMDHH3+MoqIi+767774bZ555JgDg/vvvx80334yjR4/aR6vYbDa0trZi165d+PnPf46b\nb77ZLX2cjn7cfffdWLNmDQDgvvvuw5133ilZFau7uxt79uzB97//fXz44YeScxcsWGAfrbN161bo\ndDq39vUXv/gFoqOjYbPZcMkll+C1116zBzjNzc24++678e9//9u+LLonyeVy/OUvf4FcLkd9fT3O\nP/98+98hk8mEp59+2h6orVixwj4ybCwPPPAA2tvb8cADDyAnJ8dp/+By75999hm2bt0Ki8WCjo4O\n3HbbbbBarVi9erVkOhxNgECTptFoBAACAEGj0Xi6O0Q0CSVl1cLWf71pf9zz6CNC+g/PFKxWq6e7\nRkRE5DUqKyuF06dPC5WVlZ7uyqwVFBQkABAuuuiiMY/dv3+//X3I//zP/0j2dXV1CZdccol9PwDB\nz89PiIyMFORyuWT78uXLXV4/LS1NACDcc889I/Zh9erVAgDhuuuuc7l/OvrR0dEhbNy4UXJsQECA\nEBISItn28ssvO527ZcsW+36FQiHExMQIcXFxQlxcnFBXVzftfd2zZ4+kXyqVSoiIiLC3H3/8ceEn\nP/mJAEBIS0sb8fs6lr///e/21xEXFyfExMTY7xEUFCTZt2LFihGv89RTTwkKhcJ+bkhIiKBUKu3t\nnJwcobGxcVx92rdvnyCTyYR58+YJer1+xON+8IMf2K+vVqsFmUxm/zM9ePDghL8X3mCiPxvdkSFw\npA4RzWmRDtOvYgOikB2fZh/WTERERORt1qxZgw0bNgAAXn/9ddTX19v3hYWF4YMPPsC2bdtwxRVX\nICoqCiaTCRqNBnK5HAkJCdi8eTMeffRRvPzyy27r43T0IyoqCjt37sQrr7yCs88+G2q1Gnq9Hr29\nvYiMjMSmTZvwzDPPSOrEDNq6dSsefPBBZGRkwGq1or29Ha2trWhtbYXVap32vq5fvx4nTpzATTfd\nhJCQEJjNZvT09GDVqlV499138ZOf/GTq31QAfX199tfR2tqK9vZ2+77+/v4R9zm6++67sW/fPlxx\nxRUICgpCb28vrFYrsrKy8NBDD+HYsWNITEwcsz8WiwV33nknBEHAP//5T6jV6hGPffLJJ/HHP/4R\nCQkJMBgMAIB169Zh586dWLly5QS+CzScTBAEwdOd8FVarRaRkWJRVY1GI5m7SUS+wWyx4LkX3rW3\nBUHAaUUx/v7dX3uwV0RERN6lqqoKRqMR/v7+yMzM9HR3ZqW2tjbYbDao1epxLTPe19eHvr4+AOIS\n26O9mTYYDNDr9QgPD4dMJhvz2u3t7bBarQgKCkJISIjLYzQaDUwmEwICAhAWFubymKn2w5Xu7m74\n+fkhICBg3OcYDAZ7aAEAMTExUCgUbu1rV1cXQkJCJPfp7e1Ff38/FAoFYmJiJnxNQAxuent7x3Xs\nRO7T3d2NgIAA+Pn5Tag/g9Oo5HI5YmNjx31eV1cX1Gr1qH9vfcFEfza6I0PgkuZENKeplEqYZWao\nBBUAsdhdTjSLJBMREdHMmsgbYkBcKWi8qwVN9M3zeIKAwTemEzEdb+LHGyBN9b5T7aurYC4kJGTE\nkGy8goKC7CtJTafJfF8BcaWxySwFP57gksaH8wuIaM7rMndL2vFBE/ulioiIiIiIyBMY6hDRnFfX\n0yRphyjG96kXERERERGRJzHUIaI5TdvfjdquBsk2q5GlxoiIiIiIyPsx1CGiOa28uQZt+k7Jtq6u\n8RWfIyIiIiIi8iSGOkQ0p5U1V6PDoIFNsNm39fb2w2y2eLBXREREREREY2OoQ0RzWnlLDSyCBVqj\ntFiytqvHQz0iIiIiIiIaH4Y6RDSnlTXXAADaHaZgabUMdYiIiIiIyLsx1CGiOa2suRoA0GbokGzX\nMNQhIiIiIiIvx1CHiOasPkM/GrWtAFyM1OnqdnUKERERERGR12CoQ0RzVnlLrf254wpYHKlDRERE\nRETejqEOEc1Zg1OvAKDToIEgCPZ2X5+OK2AREREREZFXY6hDRHNWeUuN/blFsMKmtEr2c7QOERER\nERF5M4Y6RDRnDR+pAwABQWpJm3V1iIiIiIjImzHUIaI5a3A580Gx0RGSNpc1JyIiIiIib8ZQh4jm\nJJ3JgNqORntbJpMhPTFZcgynXxERERERkTdjqENEc1JFS42kMHJqVCISYmMkx2i7GOoQEREREZH3\nYqhDRHNSaZO0nk5uYgbCw4Ihk8ns2/r6dDCZzDPdNSIiIiIionFReroDRESeUNpcJWnnJmRCoVAg\nLDQYXd299u3arh7ExUbNdPeIiIiIJsxkMqGsrAwAkJ6ejuDgYA/3yH187bV2d3ejvr4eAJCfnw+F\nQuHhHtFswZE6RDQnlTY5hDqJGQCAiIhQyXYWSyYiIiJPKSkpQWFhIQoLC2E0Gsc8vqqqCgsXLsTC\nhQuxd+/eGeih5/jaa/3kk0/s/dVqtdNyzZ6eHhQVFaGwsBA1NTWTuobJZEJtbS3q6upgNk9shLpW\nq0V5eTn6+vrGfU5tbS0KCwvR1dU1wZ7SSBjqENGcVOqwnHluQiYAINIh1GGxZCIiIvKE8vJy5Ofn\n24OAl19+2dNdIg8rLS3F1q1bsWXLFsyfPx/h4eFYsGABFi5ciNtuu21C1yosLMQVV1yB0NBQpKen\nIy0tDaGhobj22mvtI6BG68fZZ5+NqKgo5OTkICIiAtdddx06OjpGPa+mpgbz58/Hhg0bYDKZJtRf\nGhlDHSKac/qNetR1NNnbcpkc8+LTAAAR4WGSY7Vd3TPaNyIiIiIAeOGFF0Zt09zzu9/9DnfddRde\nfPFFFBcXIzg4eFLTuN577z2sWLEC7733HoxGI5KTk5GQkACDwYC33noLS5Ysweeff+7y3ObmZmzc\nuBE7d+6ETCZDcnIyLBYL3nzzTZxzzjmjjij74Q9/CJ1Ohz/+8Y+IjY2dcL/JNYY6RDTnlLfUSNpp\n0YkI8FMD4EgdIiIi8jybzWYfmRMeHg4A2LdvHyoqKjzYK/K0vLw83HnnnXj++eftU5iio6MndI2y\nsjLceOONMBqNyMvLw/Hjx1FfX4+mpiZ88803yMjIgF6vxzXXXIO6ujqn8x9++GG0tbUhNzcXtbW1\nqK+vx/HjxxETE4MTJ07g6aefdnnf//73v/joo4+wevVq3H777ZN6/eQaQx0imnOc6+lk2p+HhYVA\nPmwFrP5+PYxcAYuIiIhm0Jdffmkvqvvkk09CpVIB4Gidue5Xv/oVtm7diltuuQUFBQWQyyf+dv6X\nv/wl9Ho9AgMD8fHHH2Px4sX2fatWrcKHH34IPz8/9PT04Ne//rXT+f/9738BAH/605+QnJwMAFi8\neDF++tOfAgDeeustp3P6+vpwzz33QKFQ4Omnn55Uv2lk/G4S0ZzjFOokZNifKxRyhIVJV09gsWQi\nIiKaSYPhTVRUFG644Qacf/75AICXXnoJNpttwtez2WxobGxEbW0tLBbLhM5tampCaWkp2tvbIQjC\nhM7VaDQoKytDc3MzrFbrmMebTCZ7YWjH4rvt7e0oKipCe3v7qNeYymsFAIPBgLq6OlRWVk6oAPAg\nk8mEmpoaNDc3T/j75W6dnZ149913AQA33XQTMjMznY4pKCjAlVdeCQD4z3/+g/7+fvs+jUaDtrY2\nAMCGDRsk5w22i4uLna750EMPoaGhAT/60Y+wZMmSaXktNIShDhHNOU5FkhOl/6FFRDjU1dGyrg4R\nERHNjJ6eHvsb72uuuQYqlQo33ngjAKC+vh47duwY97UMBgN+9rOfITIyEsnJyUhPT0d0dDTuvvtu\naDSaEc+rqanBli1bEBERgaSkJOTl5SE2Nhb+/v5YsWIFHnvssRGL4vb19eHhhx/GvHnzEBUVhdzc\nXCQmJiI6Oho333zzqFPIHFe0MpvN+M1vfoP4+HjExsZiwYIFeOaZZ6b1tQKAIAh45513cOaZZyI0\nNBRpaWmYN28ewsLCsHr1avznP/8Z9XxArDWzZcsWREZGIiMjA4mJiYiNjcVvfvObSYVL7rBt2zZ7\nuHbZZZeNeNzgPoPBgC+++MK+Xa/X25+HhUl/Xx6cJjj8GAA4efIk/v73vyMpKQkPP/zwlPpPrjHU\nIaI5Z7TpVwAQEe5QV6eLI3WIiIhoZrzxxhv2N8Y33XQTAODSSy9FcLA4kni8U7BMJhPOPfdcPPbY\nYwCA7OxsBAQEoLu7G//85z+xevVqNDY2Op1XWFiIZcuW4cUXX0RXVxeCgoKQmZmJxMRE2Gw2HDly\nBD/72c+wfft2p3Pr6+uxatUq/PrXv0ZlZSXUajXmzZuHyMhIdHV14aWXXsLixYuxbdu2MftvNptx\n3nnn4be//S30ej3y8vJQUFDgssDuZF8rAHv9mKuvvhq7d++G1WpFWloasrKyIJfLcfDgQdxwww3Y\nsmXLiCNvSktL7d+z/v5+BAcHIzs7G0ajEb/97W9x2WWXTWqE1XQ7fvy4/fnKlStHPG7VqlUuz4mI\niIBsoExBU1OT5JzB729kZKR9myAIuPPOO2GxWPDkk0/a/w7T9GKoQ0RzSr9BhwZNi70tl8mRFZcq\nOcaxWDKnXxEREdFMGQxtUlNTsW7dOgBAYGAgLr/8cgDAu+++i56esX83+dOf/oTCwkK8+eab6Ozs\nRFlZGTo7O/HYY49BLpejoqICN954o1NQcd9990Gr1SImJgaffPIJenp6UFlZicbGRhiNRhw7dgw/\n+9nPEBMTIznPbDbjqquuQnFxMeRyOf73f/8XnZ2dKC8vR0dHBz766CPExcVBp9PhmmuuQWlp6Zj9\nP3nyJN566y1oNBoUFxejsLDQZZHdyb5WALj99tvxzjvvQKVS4eGHH0ZHRwdqampQUVGBjo4O/Pzn\nPwcAvPjii3j00UedzjeZTLjqqqvQ0tICf39/PPvss5I+/N///R927tyJp556asw/M3cbXKo8MDBw\n1NWnUlJS7HVvhv85BQYGoqCgAIBz7ZzB0UzDA6Fnn30W+/fvx4UXXoirrrpqel4EOVF6ugNERDPJ\ncepVRmwy1Cp/yTbH6VcaTr8iIiIal6f/7Vwkdba587Zr3Hbt8vJyfP311wCAG2+80T4qAhBH7bzy\nyivQ6XR48803cdttt416rf379+Pzzz/Hueeea98WEBCA+++/HxaLBb/4xS+we/dufPTRR7jkkksA\niCMrvvrqKwBiUd7BWj6DFAoFlixZ4rIuyquvvopDhw4BAB599FH85Cc/se+TyWS46KKLsG3bNqxa\ntQo6nQ6//OUv8fbbb4/a/127djnVbpmu1woAO3fuxCuvvAIAeP755/Htb39bct2wsDD88Y9/hNls\nxp///Gf88Y9/xF133YWQkBD7MS+//DKKiooAAE8//TS2bNli36dSqbBlyxao1WrccMMNY74Od9Nq\ntQCko2lcUalUCAkJQXd3N7q6uiT7vve97+Gee+7Br371K6hUKqxYsQLbtm3Dc889BwD20K2trQ2/\n+MUvEBAQIAm0bDYb6uvrIQgCUlNTWTR5GvA7SERzilM9nWFFkgeFhQVDLh/6JUqnM8BoNLm9b0RE\nRDS3DZ9aNVhHZ9A555xjH10xnilYmzZtkoQcw9133332pbAHl04HxDfcw4OkiXjppZcAAPHx8bjn\nnntcHrNs2TJcf/31AID33nsP3d0jf3B2zjnnjCvQASb3WgHgH//4BwBg6dKlToHOcA888ADkcjm6\nu7vtodegwVAoOztbEugMd/3112PRokXjeSluNVj0OCAgYMxjB49xLBZ9991344ILLoDBYMA999yD\ndevW4Q9/+AMEQcDdd99tDwJ/8pOfQKvV4v/9v/+HjAzx9+1//etfSEpKQnp6OjIyMpCQkICtW7dO\n50uckxjqENGcMlY9HQBQyOUICwuRbNNwChYRERG5kc1ms4cOg8WCh1Mqlbj22msBAPv27Ru14DAA\nXHDBBSPu8/Pzw+bNmwEABw4csG9XKBT28OGhhx7Cv//973FN9bLZbPjmm28AAN/61regVI48IWRw\npIzVarWf48pIIY0rk3mtAOwBzaJFi1BSUoKSkhIUFxejuLgYp0+fxunTp1FUVIS2tjZERUUBEAv/\nDrLZbDh48CAAOI1qmkgfZ4pCoQCAca1ENniM45+lQqHABx98gK1bt+K8887D0qVLcemll+LNN9+0\nj8j56quv8MorryA/Px/3338/ADFAu/3229HS0oKwsDCEh4ejra0Nd911F5588snpfJlzDkMdIppT\nSpsdlzN3DnUAINKhWLKWxZKJiIjIjb788kvU19cDGCqQ7Gj49rFG62RlZY26f968eQDEgrfDa808\n9thjUCgU6O7uxve+9z1ER0fjjDPOwE9/+lNs27YNRqPR6VpdXV3Q6XSS644kJyfH/nyk4sUAXC63\nPZLJvNaenh50dnYCEOvl5OfnIz8/H/Pnz8f8+fNRUFCAgoICLFiwAAsWLLAvpT44hWnw+eDrHm8f\nPGmwULHjClWuDL4uV8WNlUol7rzzTnz22Wc4evQo3n//fVxzjTgt0WQy4fvf/z4AYOvWrVCpVOjp\n6bHXJvr5z38OjUYDjUaDX/3qVwCABx980GmaF40fa+oQ0ZxS1uS4nLnz9CtgoK5OdYO9zbo6RERE\nY3NnvZnZbnhIs3DhQhQWFjodExwcjNjYWLS1teGll17Cww8/PGJNErVaPer9BvdbrVaYzWb4+fkB\nEKcy7d69Gw899BB27twJs9mMAwcO4MCBA3j88ccRGRmJBx98EPfdd599qtbwkGCsqT3D948WLgQF\nBY16HVevZaz9w19rb2+vfX9CQsKYdWYGDS8QbTAYJtwHT4qPjwcg1ruxWq32kTuOent77VO1Bs8Z\nr0cffRQlJSW4+eabceaZZwIAPvvsM/T19SE1NRW///3v7X9nf/vb3+LVV19FdXU1Pv30U/vUPJoY\nt4c6tbW1+Pvf/47PPvsMDQ0NCAwMRH5+Pm688UZs2bLFbYWR7rjjDrz44ov2dmtrK8LCwkY5g4hm\nu159Pxq1rfa2Qq5AZmyqy2O5AhYRERHNlJ6eHrz77rv29kUXXTTmOfX19dixYwfOOeccl/vHGvkw\nuN/f398e6Axau3Yttm/fjs7OTuzevRt79+7Frl27cOTIEWg0Gtx///3QarX4/e9/DwCS91nDR7K4\notFo7M+n6/3ZZF5reHi4ff+dd96Jhx56aML3DQ0d+n1xvH3wpPz8fABiuFVVVYXs7GyXx5WXlzud\nMx5VVVV45JFHEBkZaV9eHgCKi4sBiH+vhgdJcrkca9euRXV1tf0Ymji3Tr/64IMPsHDhQvz5z39G\nYWEhurq60NTUhC+//BK33norNm7cOGpxrMnavn07nn32WRiNRvvD1fJ1RDS3OE69yoxNhr/Kz+Wx\nEQx1iIiIaIa88cYb9lEr8+bNs0/9GekxWOdktClYJ06cGPWex48fBwDk5uaOeExUVBSuuOIK/PnP\nf8bhw4dRXFxsn0b017/+FSaTuJBEcHAwEhMTAQDHjh0b9b7D949274mYzGsNCgpCaqr44Z5jrZ3x\nCgkJQUJCwoT64Elr1661P9+7d++Ixw3fN/ycsdx9993Q6/X43//9X8mIpsG/28ODtEGD28YzJYxc\nc1uoc+zYMVx//fXo7e1FZmYmPvjgA3R0dKCyshK/+MUvIJPJsG/fPlx99dXTet++vj5873vfAwCk\npaVN67WJyLc5FknOGaGeDgCEhQZLRhLq9AYYDFwBi4iIiKbfYDgTHh6OwsLCMR8XX3wxAODdd98d\nsZDx22+/DYvF4nJfY2Mjdu3aBQA4++yzx93PvLw8/PCHPwQg1lxpbR0aAT1YjHj79u1oaWkZ8RqD\nq2RFRUW5XBp9Mib7WgeLNn/xxRcoLS2d1L0Hr/nxxx+P+Geh0+nw/vvvT+r602nTpk2IiIgA4LwS\n2HCD+xITE7F69epxXfutt97Cp59+irVr1+LWW2+V7Buc2tbQ0OB03mBdpfFOfyNnbgt1fvzjH0Ov\n1yM8PBy7d+/GJZdcgqioKGRmZuKRRx7BI488AkD8R//2229P230feOAB1NTU4JJLLhmzAjkRzS2l\nTvV0Rg515HI5wh1WwGKxZCIiIppu5eXl+PrrrwEA11xzDfz9/cc8Z3D5bZ1OhzfffNPlMbW1tfjN\nb37jtN1qteKOO+6AxWKBQqHAHXfcYd9nNptdFkIebrDWj5+fn32pcAD4wQ9+AEAslPu9733P5QpL\nTzzxhH21qLvuumvUVbImYjKvFQB++tOfQq1Ww2Kx4Nprrx01jAKcl/cGxKlbgDiFbqSl3O+77z7J\ntDNPUalU+PGPfwwA2Llzp8u/O//+979x+PBhAOL3ZzxL3Pf29uLee++FUqnE008/7XTOqlWrAIjF\nwDs6OuzbNRoNvvjiC8kxNHFuqalz4sQJexp67733IikpyemY+++/H08++SRaWlrw5JNPTsuInd27\nd2Pr1q0IDg7GP/7xD/zhD3+Y8jWJaPZwXvnKdZHkQZERoZICyVptNxLio0c5g4iIiGhihk+hGgxr\nxnLxxRcjPDwcXV1deOGFF3Dbbbc5HfPDH/4Qf/jDH1BaWopbbrkF8fHxqKiowBNPPIH9+/cDAH72\ns58hLy/Pfk5tbS0WL16Ms846C5s3b0ZaWhri4+OhUqnQ2NiIt956C6+99hoA4Oabb5YUPV61ahXu\nvfdePPHEE/joo4+wbt063HvvvcjJyUFHRwdeffVVyZLtDz744IS/VyOZzGsFxJkdzz//PG666Sac\nPHkSBQUFuP3227Fp0ybExsaip6cHra2tqK6uxueff449e/bYp5wNWr9+PW655Rb83//9H1544QU0\nNjbirrvuQmpqKhoaGvD000/js88+ww9+8AP87W9/m9Lr7O/vR3W19EPKwRFK/f39TsW18/PznYoh\n33fffXjrrbdw6tQpfPvb38bx48dx0UUXwWaz4b333sMTTzwBQPzzHFzFaiy/+tWv0NTUhPvvvx8L\nFy502r9hwwbk5uaitLQUF1xwAR5++GHIZDL8+te/Rn9/P3Jzc7Fp06ZxfhfIieAGv/nNbwQAAgCh\npKRkxOPuuusuAYAgl8uFtra2Kd1Tp9MJ8+bNEwAITzzxhCAIgnDHHXfY+6HVaqd0fVc0Go39+hqN\nZtqvT0TTa/HPLhbi7lhtfxQ3Vo56/OGjRcLWf71pf+zZd3SGekpERORdKisrhdOnTwuVlaP/30kT\nY7VahZSUFAGAkJaWJthstnGfe9ttt9nfi5SXlwuCIAjFxcX2bZ988onwv//7v4JMJrNvG/74/ve/\n73S/2tpaQa1Wuzx++OPaa68VdDqdy9fz05/+VFAoFCOeu3HjxhHf+zn2fzRTfa3Dffzxx0JiYuKY\nrzskJMTl+UajUbj22mtdnqNQKIRnnnlGeP311+3b2tvbR31tI/niiy/G7OPwx0j3qa+vF1atWjXi\neRs2bBBaW1vH1aejR48KCoVCSE1NFfr6+kY87tChQ0JoaKjTvUJDQ4VDhw5N6vvhDSb6s9EdGYJb\nRuoMDqmLiIgYtfjV2rVr8c9//hM2mw1HjhyZ0nSpX/7yl6ioqMCKFSvs8zyJiAZ163rR0t1ubyvl\nCmTGpox6TmSEdEUGTr8iIiKi6XT8+HGEhoaioKAAN99887imugy65ZZb7KNQduzYgXnz5sHf3x8F\nBQUAxCK+P/vZz3DmmWfiX//6F4qLi2Gz2ZCfn48tW7Zg48aNTtdMTU2FRqPBV199hR07dqCqqgpN\nTU0wGo2Ijo7G4sWLcfXVV49YZ0Uul+PRRx/FLbfcgldeeQUHDx5EZ2cngoODkZubiyuuuAIXXnjh\niK/Jsf+jmeprHe7CCy9EdXU13nnnHWzfvh0VFRXo6elBREQE4uLikJWVhXPPPXfEosF+fn544403\ncMstt+DVV19FWVmZvX933nknFi9ejE8//dTe38lOOwsODrZfYzxGuk9ycjL27duHd955B++99x5q\namoAAJmZmbjyyitxxRVXjHuV6r///e/Iy8vDH//4x1GXoV+xYgVOnDiBv/zlLzh48CAEQcCqVavw\nk5/8BOnp6eN+TeRMJgjTvyxUVlYWqqqqsGLFChw6dGjE4/bv32//h/HXv/4V995776Tut3//fqxf\nvx4ymQyHDx+2F9y688478cwzzwAQl9ZzVW17KrRarb2gk0ajsRedIiLvc7DiBC59fGgedU5CBnb/\n+vVRz+nq7sV/3vrU3g4I8MfNN13qtj4SERF5q6qqKhiNRvj7+yMzc+SadEREc8lEfza6I0Nwy0id\n9nbx0/C4uLhRjxu+f/CciTIajfjud78Lm82G+++/f9oqqA/SarUj7uvq6prWexGR+xQ1lEva+UlZ\nY54TGhIEhUIOq9UGANDrjTAYjFCrxy5gSERERERE5G5uCXX6+/sBAGq1etTjhhfWclVJfDx+/etf\no6SkBOnp6fjtb387qWuMhkurEc0OpxsrJO2C5OwxzxlcAatTM1QsWaPtQWJCzLT3j4iIiIiIaKLc\ntqQ5gDHnhA7fP5lZYIcPH8bjjz8OANi6dSsCAwMnfA0imhtON0hDnfykeeM6LyIiVNLWallXh4iI\niIiIvINbRuoEBQWht7cXer1+1OOG7x+rEJYjk8mE7373u7BarbjhhhumVGR5NBqNZsR9XV1dnFNM\n5ANsNhuKmyol28YzUgcAIsLDANTb25qu7pEPJiIiIiIimkFuCXWioqLQ29s7Zp2ctrY2yTkT8dxz\nz+HUqVOIiIjAX//610n1czxY/JjI99W0N0BnHAqRI4JCkRA+vilUkRypQ0REREREXsotoU5eXh5q\nampQVVU16nHV1dWScyais7MTANDd3Y20tDSXx1gsFvvz+Ph4AOLKXEVFRRO6FxH5tiKHqVfzk7PH\nvWSo4/QrDUMdIiIiIiLyEm6pqbN8+XIAQEdHByorK0c8bv/+/QDE2jpLly6d1L1sNhuMRqPLh9Vq\ntR83fDsRzS1ORZKTxjf1CgBCQ4KhUAz9qDQYjNDr+XOEiIiIiIg8zy2hzmWXXWZ//tZbb7k8xmq1\n4t133wUArFq1CgkJCRO6xy9+8Qvo9fpRH7fddpv9+JaWFuj1epw+fXoSr4iIfNlpx+XMk8dXJBkA\n5HIZIsIdR+uwrg4REREREXmeW0KdlStXYvXq1QCAv/zlLy5r62zduhX19WLx0R/84AcTvodCoYBa\nrR71oVAo7Mf7+/tDrVbDz89vkq+KiHxVkUOoUzCBUAcAIiPCJG3W1SEiIiIiIm/gtiXN//rXv0Kl\nUqG9vR1nn3029uzZA4vFAq1Wi8ceeww//vGPAQBr167FjTfe6PIa6enpUKvVyM3NdVc3iWiW69b1\nokHTYm8r5ArkJGRM6BrOdXU4UoeIiIiIiDzPLYWSAeCMM87ACy+8gFtvvRWFhYXYuHEjZDIZBEGw\nH7N48WK89957kMtdZ0sGg4F1cIhoSoobpXW95sWnQa3yn9A1IiOlI3UY6hARERERkTdw20gdALjx\nxhtx9OhRfPe730VSUhJkMhkCAwOxbNkyPP744zh48CBiYsa3rDAR0WQ4Tr2anzSxqVcAEOlUU6dH\nElATERHNFfz/j4hoiDf8THTbSJ1B+fn5eO655wCIK1WNNCrHldraWgiCMO6lhx099dRTeOKJJwAA\narV6UtcgIt/mWCR5/gTr6QBAcHAgVColzGYLAMBkMqNfp0dwUOC09JGIiMjbDf4Ob7FYpvT7ORHR\nbCEIAiwW8f3BRHKO6Tajd57oCx0sbuzvP7GpEoOUSqW9aDIRzU1FDQ7LmSePfznzQTKZDJGOdXU0\nLJZMRERzR0BAAADxQ1qdTufh3hAReZ5Op4PNZgMw9DPSEzwXJxERuZnFakFJk7SmzoLknEldKyKC\ndXWIiGjuCg0d+nCjqakJ/f39XjHtgIhopgmCgP7+fjQ1Ndm3Df8ZOdPcPv2KiMhTKlvrYTAPFVqP\nCY1EbFjUpK7luKw5Qx0iIppL1Go1goOD0dfXB4vFgrq6OsjlciiVSk7FIqI5Y3DK1eAIHQAIDg72\n6OwghjpENGsVNZRJ2pMdpQPAafqVVsvpV0RENHfIZDIkJSWhsbERfX19AMSpWCaTycM9IyLynODg\nYPuiUJ7CUIeIZq3CemmoU5Ay8Xo6gxxH6mgHVsDip5NERDRXyOVyJCcnw2AwoKenB3q9XvJpNRHR\nXCCXyxEQEIDQ0FCo1WqPvx9gqENEs5bjcuZTGakTEOAPtdoPBoP4iaTFakVPbz/CQoOn1EciIiJf\nIpPJEBAQ4NGioERENISFkoloVhIEAYUOoc5URuqIK2Cxrg4REREREXkPhjpENCu19XSis1drbweo\n/JEZmzKla0ZwWXMiIiIiIvIiDHWIaFZyrKeTnzwPCrliStfkSB0iIiIiIvImDHWIaFZyrKdTkDz5\nqVeDHEOdjk7tCEcSERERERG5H0MdIpqVnFa+moZQJzoqXNLu7u6DyWSe8nWJiIiIiIgmg6EOEc1K\nTitfpUx+5atBKpUS4WEhkm2dmq4pX5eIiIiIiGgyGOoQ0azTq+9HVVu9vS2TyZCfmDUt146OjpC0\nOzq6puW6REREREREE8VQh4hmnW8qTkAQBHs7Oz4dQerAabl2jMMUrHbW1SEiIiIiIg9hqENEs87+\n8qOS9hnZS6ft2hypQ0RERERE3oKhDhHNOvvLj0naZ+RMY6jjMFJH29UDi8U6bdcnIiIiIiIaL4Y6\nRDSr9Bt0OFFbItm2NnvZtF3f398PoSFB9rYgCOjUdE/b9YmIiIiIiMaLoQ4RzSoHK0/CahsaOZMV\nl4rYsKhpvYfTFCzW1SEiIiIiIg9gqENEs4rT1KtprKczyHEKVns7Qx0iIiIiIpp5DHWIaFb5ukxa\nJHld7vJpv0dMdKSk3drWMe33ICIiIiIiGgtDHSKaNfoNOhyvOS3Z5o6ROnGxkZDJhtrarl7oDcZp\nvw8REREREdFoGOoQ0axxqOoULA71dOLDY6b9Pn5+KkRFhku2tbZ2Tvt9iIiIiIiIRsNQh4hmjcNV\npyRtd4zSGRQfFy1pN7dwChYREREREc0shjpENGsU1pdJ2ssyCtx2r/h4aajT0trutnsRERERERG5\nwlCHiGaNU3WlkvaClBy33ctxpE57uxYmk9lt9yMiIiIiInLEUIeIZgVNXzcata32tkqhRG5Cptvu\nFxwUgPCwEHvbJghobGpz2/2IiIiIiIgcMdQholmhsF46Sic3MRP+Kj+33jMlOV7Srmtocev9iIiI\niIiIhmOoQ0SzwskZnHo1yDHUqW9ogSAIbr8vERERERERwFCHiGYJxyLJMxHqJCbEQKEY+jHa16eD\nRtvj9vsSEREREREBDHWIaJZwDHUWpeS6/Z5KpQKJCbGSbeUVtW6/LxEREREREcBQh4hmgX6DDpVt\ndfa2TCZDQXL2jNw7OytV0i6rqIXNxilYRERERETkfgx1iMjnnW6skNSyyYxNQZA6cEbunZGeBJVK\naW/rdAY0NLaOcgYREREREdH0YKhDRD6vqKFc0p6pUToAoFIpkZmRLNlWWl4zY/cnIiIiIqK5i6EO\nEfm8040VkvZMhjoAkJudLmnX1DbCaDTNaB+IiIiIiGjuYahDRD7vdIM01MlPmjej90+Ij0ZISJC9\nbbXaUFlVP6N9ICIiIiKiuYehDhH5NJvNhuLGSsm2mR6pI5PJkJudJtnGKVhERERERORuDHWIyKfV\ndTah36izt8MCQ5AYETvKGe6R4zAFq7VNg66u3hnvBxERERERzR0MdYjIpzlOvZqfNA8ymWzG+xEa\nEoSE+BjJNo7WISIiIiIid2KoQ0Q+zXHlq/nJM1tPZ7jcnHRJu6y8Fjab4PpgIiIiIiKiKWKoQ0Q+\nrdjDK18Nl5WRDKVSYW/36/RobGrzWH+IiIiIiGh2Y6hDRD6tyMMrXw2nUimRmZEs2cYpWERERERE\n5C4MdYjIZ/UZ+lHb0Whvy2Vy5CZmerBHQK5DweSa2kaYzRbPdIaIiIiIiGY1hjpE5LMclzLPjE1B\noJ/aQ70RJSbEIDgowN62WKyorWvyYI+IiIiIiGi2YqhDRD7rtEM9HU8WSR4kk8mQlZki2VZRWe+h\n3hARERER0WzGUIeIfJbjSJ35HqynM9y8rFRJu66hGUajyUO9ISIiIiKi2YqhDhH5rNKmKkk7LzHL\nQz2Rio4KR1hosL1tswmorm0c5QwiIiIiIqKJY6hDRD6rtLla0s5NzPBQT6RkMhnmZXEKFhERERER\nuRdDHSLySe09Gmj6uuxttcofqdGJnuuQg6xM6RSspqY2mExmD/WGiIiIiIhmI4Y6ROSTHEfpzItP\ng0Ku8FBvnEVGhCIsbNgULEFAQ2OrB3tERERERESzDUMdIvJJZY5TrxK8Y+rVcGkpCZJ2bV2zh3pC\nRERERESzEUMdIvJJjkWScxMzPdSTkaWlSqeD1dU3QxAED/WGiIiIiIhmG4Y6ROSTnIoke+FInfi4\naKhUSntbbzCivUPrwR4REREREdFswlCHiHyOIAgocxipk+OFoY5CIUdKUpxkG6dgERERERHRdGGo\nQ0Q+p6NXC01/t73tbStfDZeaKq2rU1fPUIeIiIiIiKYHQx0i8jmOU6+yvWzlq+FSk6WhTnuHFjqd\nwUO9ISIiIiKi2YShDhH5HF8okjwoMFCNmOgIyba6Bo7WISIiIiKiqWOoQ0Q+p7TZIdRJ8N5QBwBS\nubQ5ERERERG5AUMdIvI5Zc01knZOQrpH+jFeaQ51dRoaW2G1Wj3UGyIiIiIimi0Y6hCRT3G18pU3\nT78CgJjoCAQGqu1ts9mCpuZ2D/aIiIiIiIhmA4Y6RORTOno1kpWvAlT+SI3yzpWvBslkMk7BIiIi\nIiKiacdQh4h8SmmTw8pXCemQy73/R1l6qjR4qq1rgiAIHuoNERERERHNBt7/ToiIaJgShyLJOQkZ\nHurJxCQlxUKhGPqR29ung1bb48EeERERERGRr2OoQ0Q+paxZOlLH21e+GqRSKpGUGCvZVlPX5KHe\nEBERERHRbMBQh4h8SpnD9KvcRN8YqQMAaQ5TsMor6jgFi4iIiIiIJo2hDhH5DEEQUOow/cpXRuoA\nQEZaEmQymb2t7epBW7vGgz0iIiIiIiJfxlCHiHxGe48G2v6hOjQBKn+kRCWMcoZ3CQxUIy1V2t+S\nshrPdIaIiIiIiHweQx0i8hmO9XR8ZeWr4fJypNPFyitqodcbPNQbIiIiIiLyZb71boiI5jTnla98\nZ+rVoJSUeAQGqO1ti8WKYydKPNgjIiIiIiLyVQx1iMhn+HKR5EEKuRxLFudKthUVV6Knt99DPSIi\nIiIiIl/FUIeIfIYvF0kebn5eFoKDAuxtq9WGr3Yf4kpYREREREQ0IQx1iMgnCIKAUseROgm+N1IH\nAJRKBVYsL5Bsa2puR+HpCg/1iIiIiIiIfBFDHSLyCe09GnTphq185af2qZWvHOVmpyMpMVay7ZuD\np9DV3euhHhERERERka9hqENEPsFx6lV2vO+tfDWcTCbDpo0r4adS2rdZrFbs3HWQ07CIiIiIiGhc\nfPcdERHNKaVNDvV0En2zns5wIcGBWHfGUsm21jYNKqvqPdQjIiIiIiLyJQx1iMgnlDZL6+nkJKR7\npiPTLCc7DempiZJtR48Xc7QOERERERGNiaEOEfmEsmbHIsm+P1IHEKdhnbF6MWQymX2bRtuDtnaN\nB3tFRERERES+gKEOEXk9lytfzYLpV4PCwoKRliot+ny6pGqEo4mIiIiIiEQMdYjI67X1dDqvfBUZ\n78EeTb/8PGlIVVlVD6PJ7KHeEBERERGRL2CoQ0Rez7FIck5Chk+vfOVKSlI8goMC7G2LxYra2iYP\n9oiIiIiIiLzd7HpXRESzkuPUq5yEDA/1xH3kchmy56VJtlXXNHqoN0RERERE5AsY6hCR1ytrcSyS\nPPtCHQDIzEiWtOsbWmA2WzzUGyIiIiIi8nYMdYjI6zlOv5pNRZKHi44KR3BwoL1tsVpR39DiwR4R\nEREREZE3Y6hDRF5NEASUOi1nPjtH6shkMmSkJ0m21bCuDhERERERjYChDhF5tdbuDnTreu3tAD81\nkmfZylfDZaRJQ52GxlYIguCh3hARERERkTdjqENEXq2s2blI8mxb+Wq4uNgoqFRKe1unN0Cj7Rnl\nDCIiIiIimqtm7zsjIpoVHFe+mq1TrwYpFHIkJsRItjWwrg4REREREbnAUIeIvFpp89wokjxcclKc\npN3Q1OqhnhARERERkTdjqENEXs1p5auE2R/qpCRJawY1NbfDYrF6qDdEREREROStGOoQkdcSBAFl\nLTWSbTkJ6R7py0wKCwtGcFCAvW212tDS2uHBHhERERERkTdiqENEXqulq12y8lWgf8CsXvlqkEwm\nQ7LDaJ2GRk7BIiIiIiIiKYY6ROS1Sh1Xvoqf3StfDZecLK2rU89Qh4iIiIiIHMyNd0dE5JMc6+nk\nJc3+ejqDkhNjJe3Ozi7odAYP9YaIiIiIiLwRQx0i8lolTkWSZ/dy5sOp1f6IiY6QbGtsavNQb4iI\niIiIyBsx1CEir+W4nHleYpaHeuIZjkub1ze2eKgnRERERETkjRjqEJFXEgQBpU3Smjq5iXNn+hXg\nHOo0NLZCEAQP9YaIiIiIiLwNQx0i8koNmhb0G3X2dog6CAnhMR7s0cyLj4uCUqmwt3U6A7RdPR7s\nEREREREReROGOkTklRxH6eQlZkImk3moN56hUCiQmCANsuobuAoWERERERGJGOoQkVdyrKcz16Ze\nDUpOipe0G7i0ORERERERDWCoQ0ReyXnlq7ka6kjr6jQ3t8NqtXqoN0RERERE5E0Y6hCRVyp1CHXy\nkuZmqBMRHoKgwAB722K1oqW104M9IiIiIiIib8FQh4i8js1mQ3mzw8pXc3SkjkwmQ3Ky8ypYRERE\nREREDHWIyOvUdTZBbzba2xFBoYgJjfRgjzzLcQpWfUOLh3pCRERERETehKEOEXkdx6lXuYlZc27l\nq+GSE6WhTkdnF/R64whHExERERHRXMFQh4i8jnOR5AwP9cQ7BAT4IzoqXLKtsYlTsIiIiIiI5jqG\nOkTkdZxH6szNejrDOU3BYl0dIiIiIqI5j6EOEXmdUociyXkMdZCSHC9pNzS0QhAED/WGiIiIiIi8\nAUMdIvIqFqsF5S01km0cqQPEx0VBqVDY2/06PTTaHg/2iIiIiIiIPI2hDhF5lZr2RpgsZns7JjQS\nUcHhnuuQl1AoFEhMjJVsq61r8lBviIiIiIjIGzDUISKvUtrsWCSZo3QGpacmSNoMdYiIiIiI5jaG\nOkTkVZxWvkqc2ytfDZeamihpt7ZpoNcbPNQbIiIiIiLyNIY6RORVHFe+ykvM8lBPvE9wUIDT0ua1\n9c2e6QwREREREXkcQx0i8iqOK1/lJnCkznBpDqN1amsZ6hARERERzVUMdYjIa5gsZlS21Eq2ceUr\nqTSHujr1jS2wWq0e6g0REREREXkSQx0i8hpVbfWw2IYCioTwGIQFhniwR94nJjoCgYFqe9tisaKh\nsdWDPSIiIiIiIk9hqENEXqOkqVLS5igdZzKZDOkOU7AqKus91BsiIiIiIvIkhjpE5DVKm1hPZzyy\nMlMk7Zq6JpgtFg/1hoiIiIiIPEXp6Q4QEQ0qa3ZczpwrX7mSEB+DwEA1dDpxOXOz2YK6+hZkZSQ7\nHWu12nDsRAnKymtgEwQsW5KP/NwMyGSyme42ERERERFNM47UISKvUeK0nDlH6rgil8ucRuuUltU4\nHScIAnZ89Q0OHy1CT28/+vp02L33CI6fLJ2hnhIRERERkTsx1CEir2AwG1Hd1iDZlsPpVyOal5kq\nadfVN6Oru1eyrfB0BSqrpd9TADh0pMjpWCIiIiIi8j0MdYjIK1S21sEm2Ozt5Mh4BKuDPNgj7xYb\nE4GY6AjJtiNHT9ufa7U9OHDwpMtzbTYbDh4udGv/iIiIiIjI/RjqEJFXKGnkylcTIZPJsGhBjmRb\neWUdGpvaYDKZ8cWO/bBabSOcDVRVN0Cj7XZ3N4mIiIiIyI0Y6hCRVyhtlq58lcdQZ0xZmSmIjAiV\nbNvx1UF8+sU+aLQ9ku1nnbkSUVHhkm2FRRXu7iIREREREbnRjKx+ZTKZcOjQITQ0NCAwMBB5eXnI\nzs6etusLgoDq6mo0NjaiubkZcrkciYmJWLp0KQICAqbtPkTkPqVNjitfMdQZi1wuw/q1y/DBx1/Z\nt/Xr9OjX6SXHzctMQc68NCiVSnzx5X779rKKWqxeuRD+/n4z1WUiIiIiIppGbg11rFYrHn30UTz2\n2GPQarWSfStXrsQ///lPrFixYtLXf++99/Dqq69i165daG9vd9qvVqvx7W9/G4888ghiYmImfR8i\ncj/Hla9yExjqjEdiQgwWLsjGqcJyl/ujo8Jx5sYVkMlkyEhLRFBQAPr7xdDHYrGipKwGixfmuDyX\niIiIiIi8m9umXwmCgBtvvBEPPvggtFotUlNTcfXVV+Pcc8+FSqXCoUOHsHbtWnz55ZeTvscLL7yA\nt99+G+3t7ZDL5Vi2bBmuueYaXHnllUhOTobBYMC///1vLF68GGVlZdP46ohoOulMBtR1NtnbMpkM\n2QnpnuuQj1m1YoFT0WQACAkJwvnnrYNKKeb3crkc8/OyJMcUl1Q5nUdERERERL7BbaHOU089hTff\nfBMA8OMf/xhVVVV466238Pnnn6O4uBhZWVkwm8245pproNFoJn2fhIQE/OlPf0JrayuOHDmCN998\nE++88w5qamrwl7/8BTKZDM3Nzbj66qthtVqn6+UR0TQqb66BIAj2dlp0EgL91B7skW9RKZW4+MIz\nkZeTAaVSAZVKiazMFFxxydkIDgqUHDs/LxNyucze7uruhdah/g4REREREfkGt4Q6er0ev/vd7wAA\na9aswZ///GcoFAr7/qysLLz22msAAK1Wi8cee2xS9/ne976HsrIyPPDAA4iOjpbsUygU+PGPf4wf\n/vCHAIBTp05h+/btk7oPEblXSZPDylcJGR7qie/y91Nh08YVuPXmK3DrzVfg3LPXIDDQORgLCPBH\nYkKsZFt1beNMdZOIiIiIiKaRW0KdTz/91F7j5t5774VMJnM6ZtWqVVi3bh0A4JVXXpF8Sj9eF110\nEYKDg0c95tvf/rb9+YEDByZ8DyJyP8ciyVz5avJc/bx1lJGeJGlX1zDUISIiIiLyRW4LdQDxzcV5\n55034nHnn38+AKChoQFFRUXu6ArCwsLsz3t7e91yDyKaGqciyQx13Co9LVHSbu/Qoq9P56HeEBER\nERHRZLkl1Dl16hQAID09HRERzsU7By1dutTpnOl24sQJ+/Pk5GS33IOIpqa0uVrSZqjjXkGBAYiL\njZJsq6yq91BviIiIiIhostyypHlVlfipe2pq6qjHDd9fWVk5ypGT9/e//x2AOGroggsumPD5jkux\nD9fV1TXZbhHRgF59Pxo1Lfa2Qq5AVtzoPzto6jLTk9Da1mlvl5bXYNHCnHFN3yIiIiIiIu/gllCn\nu7sbgHTqkyvD9/f0TP/qK//617+wZ88eAMC1116L3NzcCV8jMjJyurtFRMOUOYzSyYhJhlrl76He\nzB3z5qXiwKFT9npmGm0PDh89jRXL5jPYISIiIiLyEdM+/UoQBBgMBgCAv//ob8zU6qGVWXS66a3n\ncPDgQfvKV3Fxcfjb3/42rdcnoulR2sx6Op4QFBiAtJQEybYjx05jz76jkypcT0REREREM2/aR+rI\nZDKoVCqYzWaYzeZRjzWZTPbnYwVAE1FRUYFLL70URqMR/v7+ePPNNxEbGzv2iS5oNJoR93V1dSEz\nk29AiabCceUrhjozZ83qRWhobIXFarVvO11ShcSEWMzLSvFgz4iIiIiIaDzcMv0qJCQEGo0G/f39\nox7X19cnOWc6NDY24txzz0VrayuUSiXefPNNbNy4cdLXG63QMxFNndPKVwkZHurJ3BMeFoLNZ63G\nl199A4tlKNgpPF3BUIeIiIiIyAe4ZfWrlBTxzUBDQ8Ooxw3fP3jOVLS3t+Occ85BTU0N5HI5Xnzx\nRVx66aVTvi4RuQ+XM/esjPQkXHyBNPhuae1AV3evh3pERERERETj5ZZQp6CgAIC4CpbRaBzxuOLi\nYvvz+fPnT+meWq0W5557LkpKSiCTyfDss8/ixhtvnNI1ici9Ovu60NrdYW/7KVVc+coD4uOikRAf\nLdnW1Nzuod4QEREREdF4uSXU2bRpEwDAaDTi66+/HvG4nTt3AgBCQ0OxfPnySd+vt7cX559/Pk6c\nOAFAXMb81ltvnfT1iGhmFDdWSto5CRlQKdwyK5TGkJwUL2m3DVvunIiIiIiIvJNbQp3LL78cfn5+\nAIBnn33W5TFNTU34+OOPAQCXXnqp/fiJ0ul0uPjii3Hw4EEAwOOPP4677757UtcioplV3FAhaecl\nZnmoJxQXGylpt7aPXCSeiIiIiIi8g1tCnZiYGNxxxx0AgP/85z945513JPuNRiO++93vwmQyQaFQ\n4Je//KXL67zxxht44YUX8Pbbb7vcbzKZcOWVV2L37t0AgN///vf4yU9+Mo2vhIjc6XSjNNSZnzTP\nQz2h2BhpqKPV9sBstnioN0RERERENB5um+fwu9/9Djt37kRhYSGuu+46XHfddVi3bh26u7vx8ssv\n2+vpPPLII8jLy3N5jXvuuQetra1IS0vD1Vdf7bT/9ttvx2effQYAWLp0KZKSkvDCCy+M2Kf09HT7\n1DAi8jynUCeZoY6n+PmpEBYWjO7uoVUJtV09TmEPERERERF5D7eFOmFhYfj888+xZcsWfP7553jt\ntdfw2muv2fer1Wr86U9/wj333DPpexw/ftz+/NixY7jllltGPf6qq65iqEPkJaw2K8ocVr7iSB3P\niggPZahDRERERORD3FqRNCEhAZ999hkOHTqEzz77DI2NjQgICEB+fj6uvPJKREVFjXr+ddddh+7u\nbkRHR7vcf+mll2LJkiXj7s/KlSsn0n0icqOa9kbozUOr40WFRCAmlAGCJ0WEh6Kmtsne7urisuZE\nRERERN5sRpaZWbly5aQClSeffHLU/Q8//PBku0REHna6wbGeThZkMpmHekMAEB4eImlru3o81BMi\nIiIiIhoPtxRKJiIai2M9nfxETr3ytIjwUEmboQ4RERERkXdjqENEHlHSWClp57NIsseFh0lH6vT0\n9MNqtXmoN0RERERENBaGOkTkEVzO3Pv4+akQFBRgbwuCgO4e1tUhIiIiIvJWDHWIaMb1GfpR29Fo\nb8tlcuQkpHuuQ2TnPAWLoQ4RERERkbdiqENEM67EYSnzrLgUBPipPdQbGs4x1OliXR0iIiIiIq/F\nUIeIZpzjyld5LJLsNSIcVsDSaBnqEBERERF5K4Y6RDTjih2KJM9PzvJQT8hRRESYpK3RdnuoJ0RE\nRERENBaGOkQ044pZJNlrRUZIp191d/VyBSwiIiIiIi/FUIeIZpQgCE4rX+Uz1PEa/v5+khWwbILA\nujpERERERF6KoQ4RzahGbSt69H32drA6EClRCR7sETmKdJqCxVCHiIiIiMgbMdQhohnlWCR5ftI8\nyGQyD/WGXImKZF0dIiIiIiJfwFCHiGZUSZO0SHJeEoskexvHkTqdGoY6RERERETeiKEOEc2oooZy\nSZtFkr1PJEfqEBERERH5BIY6RDSjCuvLJG2GOt4nPCxEMiWur08Hk8nswR4REREREZErDHWIaMb0\nGfpR2Vpnb8tkMhSk5HiwR+SKUqlAWGiwZFtHZ5dnOkNERERERCNiqENEM8Zx6tW8uFQE+QeMcDR5\nUkx0hKTd3q7xUE+IiIiIiGgkDHWIaMacqiuVtBem5HqoJzSW2JhISbuNoQ4RERERkddhqENEM+ak\nY6iTylDHW8XGSkOdVoY6REREREReR+npDhDR3HGqniN1fEVUZDjkchlsNgGAWCy5r0+H4OBA+zEW\nixUlpdWwWK1IS01ARHiop7pLRERERDQnMdQhohmhNxlQ1lwj2baARZK9llKpQGxMFFpaO+zbmprb\nkZOdBgAwWyz44OOv0N6uBQAcPHwK69cuw/y8TI/0l4iIiIhoLuL0KyKaESVNVbDarPZ2anQiwoM4\nssObJSbESNpNzW32598cPGUPdADAZhOwZ99RSQhERERERETuxVCHiGYEiyT7HsdQp7a+GTabAIPB\nhOLSKqfjBUHA7r1HYLXZZqqLRERERERzGkMdIpoRzvV0OPXK2yXER0OlGpqlq9cb0drWidLyGlit\nroMbjbYHpwrLXe4jIiIiIqLpxVCHiGYEV77yPQqFAmmpCZJtpeU1OF1SOep5h48Woa9P586uERER\nERERGOoQ0QzQmwwoqi+TbFvEUMcnZGWkSNolpdXo7u6zt+VyGa698jz4+6vs2ywWK/btPz5TXSQi\nIiIimrMY6hCR252sK4HFoUhyTGiUB3tE45WWmiBZxtxRRnoyIiPDsHrFQsn26tpG1NU3u7t7RERE\nRERzGkMdInK7w1WFkvaKjAUe6glNlFwux+IFI9c/WrxQ3Jefl4nYmEjJvr37j8FstqCjswutbRqY\nLRa39pWIiIiIaK5Rjn0IEdHUHK2WhjrLMhnq+JKC+VmoqKpHa1unZHtOdpo9yJHJZNiwbhn++/52\nCIK4v6enH8+9+K79eJlMhsiIUKSmJGBhQTYCA9Uz9hqIiIiIiGYjjtQhIrcSBMF5pE7mwhGOJm8k\nl8txwXnrJEWTc7LTsHHdcslxMdERmJ+fNeJ1BEFAp6Ybx06U4M3/fg6NttttfSYiIiIimgs4UoeI\n3KpB04LW7g57O0Dlj4LkbA/2iCZDrfbHBeetR3+/HnK5HAEB/i6PW7V8AerqmtE7xupXBoMR2z7b\ni+uu/hZUSv5XREREREQ0GRypQ0RudcRhlM7itHyoFHwT76uCggJGDHQAwN/fD5defBYS4mPs25RK\nBQIDnKda9fXpUFJa7ZZ+EhERERHNBXxnRURuta/siKS9nPV0Zr2Q4EBcdvEm9PbpYDZbEBYWDIVc\nDoPBiF17jqC6ttF+7IlTZVgwfx5kMpkHe0xERERE5Js4UoeI3GpX8UFJe33uCg/1hGZaSHAgIiNC\noZCL/9Wo1f7YsG4ZFIqh/3r6+nRoae0c6RJERERERDQKhjpE5Da17Y2o62iyt/2UKqzOXuK5DpHH\nBQaqkZ6WJNlWXdM4wtFERERERDQahjpE5DaOo3RWZi1CoB+XsZ7rMtOloU5NLUMdIiIiIqLJYKhD\nRG6zu+SQpL0xb6WHekLeJDUlAXL50H8/Pb396Ont92CPiIiIiIh8E0MdInILi9WCvSWHJds25q/y\nUG/Im6hUSsTFRkm2NTa1eag3RERERES+i6EOEbnFgfLj6NL12NvhgaFYlJrrwR6RN0lOipW0GeoQ\nEREREU0cQx0icosPjn4paZ+7aD0UcoWHekPeJjFBGuo0NbVBEAQP9YaIiIiIyDcx1CGiaWexWrDt\n2FeSbZcsO9sznSGvFBsbCZVKaW/r9AZou3pGOYOIiIiIiBwx1CGiabf91Nfo6NXa2yHqIJzJejo0\njEIuR0J8tGRbYyOnYBERERERTQRDHSKadi/u/q+kfenyzfBX+XmoN+StkhLjJO2m5nYP9YSIiIiI\nyDcx1CGiaVXT3oCdpw9Itv3Pxis91BvyZkkJMZJ2U0s76+oQEREREU0AQx0imlb/t+sdSXtJ2nws\nTsvzUG/Im0VGhsPPT2VvG40maDTdHuwREREREZFvYahDRNOmrbsTL+2STr26+UyO0iHX5HKZU12d\nphZOwfIlzS3tOHKsGDW1TbBabZ7uDhEREdGcoxz7ECKi8fnbpy9Cbzba23Fh0bh8xTke7BF5u8T4\nGNTWNdvbTc3tWFiQ7cEe0XgYTWbs2PkNauuH/uxCQoJw3uYzEBMd4cGeEREREc0tHKlDRNOirqMJ\nL+95T7LtR+ffjAA/tWc6RD4hMTFW0m5mXR2vJwgCvtp9SBLoAEBvbz8+3LYLHR3aEc4kIiIiounG\nUIeIpsWv33oSRovJ3k6KiMO311/mwR6RL4iKDIefamjQqMFgglbb48Ee0VgqKutRXdPocp/JZMan\n27+G0WhyuZ+IiIiIphdDHSKash1F+/HJiV2Sbfdf8j0uY05jkstliI93WAXLQ0ubd3R24diJEhw+\nehotrR0e6YO3s9lsOHj41KjH9PXpsGvP4RnqERF5giAIDG+JiLwEa+oQ0ZQYzSb86o2/SLYtyyjA\ndWsu9FCPyNckJsSgbthUnqaWdiwomDcj9xYEAbV1zThZWCYJkw4fLUJOdhrOXL8cCoViRvriC6qq\nG9Dbp7O35XI5rrnyXBQWVaCouHLouJpGVNc2IiMtyRPdJCI36dfpUVxSjZLSKvT16xETHYFVKxYg\nOSkOMpnM090jIpqTGOoQ0ZT8+ePnUNVWb2/LZDL88fqfQi7nQEAan8QE55E6giC4/Q1Cf78e23ce\nQHOL61E5ZeW16O3tR868NOj0BiQmxCI+LmrOvnERBAEnTpVJtuVmpyEiPBRr1yxBW7sG7cPq6ez7\n+hiSE+OgUvFXDaLZoLGpDZ9t/xomk9m+rb1Di48/3YO0lAScc/Ya/nsnIvIAvusiokk7VnMaT332\nsmTbdzZcjsVpeR7qEfmi6KhwyRsBg8GITk23W+9pNJrw/sdfjRjoDGpu6cCuvUdw6EgR3v9oJ778\n6iCstrm5dHdbu1YS2gDA4oW5AACFQo5NG1ZIAq++fj0OHSma0T4SkXtoNN347It9kkBnuNr6Zny1\n+xAL3RMReQDjdCKaFKPZhHtf+j1swtAb3PiwGPzy8rs82CvyRXK5HIkJ0qXNa+uaEB0V7nRsb58O\npWU10Gi60N3TB5tNQGJiDFYsLUBAgP+47icIAr786hv09PQ57YuMCENvXz/MZovLcysq6xAZEYpl\nS/LR1q7B/m9OQKczYNmSfOTmpI/r/r6quKRS0k5NiUd4eIi9HRUVjkULsiWjeU4VlSMvJx2RkWEz\n1k8iml79/Xp8/NkemEb4uTiosroBCacrZ2z6LBERiRjqENGk/HXb8yhtqpJse+zbP0dYYMgIZxCN\nLD01URLq1NQ2YfnS+ZJjamqbsH3nAVgsVsl2bVcP6htacOWlm6FWjx3sHD56GnX1LZJtSYmxWLNq\nEWKiI9Dbp8OH23a5DH0Gz/f388PX3xyH1SqGmjt3H4LFakVBfta4Xq+vMRpNqKiql2ybn+f8Wlcs\nK0BldQP6BuruCIKAQ0eL8K1z1s5IP4loegmCgK/2HEZ/v16yfeniPKSmxGP33qPQdg2tWPj1N8cR\nGxuJ2JjIme4qEdGcxelXRDRhJ2pL8HeHaVfXrrkQ5y5c56Eeka9LS02UtNs7tOjq7rW3+/p12L7D\nOdAZ1NPTjwMHT456D5tNQGFRBY4cOy3ZHhsTiQu/tR4x0REAgJDgQFx9+TlYtiQfcbGRiIgIdbiO\nDXu+PmoPdAZ9feA4+nXSNz6zRXlFneR7HxQUgNSUeKfjVCol1q1ZItlWXdOIjs4uN/eQiNyhsqoB\n9Q3SELxgfhZWrViAhPgYfOvctZLpszabgJ27D8Fqdf2zmoiIph9DHSKaEL3JgB+9+DCstqFf2OLC\novHwNfd6rlPk8wID1UiIj5ZsKy2rsT8/cvQ0LGO8SSgpq0HnCOFBV3cv3nl/O/buPybZHqD2x3nn\nnOG0wpWfnwqrVizAFZduxnVXfQtnnblyzNdgtdpQVl475nG+RhAEnHaYepWfmzliMfT0tER7QDbo\nyNHTLo8lIu9lNJqw74D0Z2ZCfDTWrVlqr58VHhaCszZKfz5qtT04erx4xvpJRDTXMdQhogn5/bv/\ncJ52ddMDCA8KHeEMovFxrElTUlYNq9UKg8GEUoewZF5WCi6+YKPTdKujJ0qcrtvV3YsPPvrKKfCR\nyWQ4d/MZCA4KHLNvOfPSEDWOujClZTWzrlBoa1snNNqh6RUymQx5uRkjHi+TybBimXTqXHUtR+sQ\n+ZqDRwqh1xvtbblcjo3rl0Mul64AmJmRjNzsdMm2Y8dL0OFQWJ2IiNyDoQ4RjduOov14budbkm3X\nrLkQ5y3a4KEe0WySlZEiGcav1xtRUVmPyup62IatOBUSEoSzzlyF5KQ4bNqwQnKNyqp6lJRWo6en\nD1arDRaLFV98uR86vUFynFKhwFkbVzotpz4SmUyGjeuXQ6mUjugJCw2WtLu6e0ccLeSrThdLQ9y0\n1AQEBwWMek5qSoLTaJ3DR7kSFpGv6O7pQ7HDv/2li/MQEe76A5y1axYjMEBtb9sEAZ9u/xo6ncHl\n8URENH0Y6hDRuHT0anHPi7+TbEuNTsQj1/3EQz2i2UalUjqN1jlZWOY0pSkvJx2Kgak/aakJTiNo\nvtpzGK+9+QleeOV9/PuF/zotj56RnoTrrzkfOdlpE+pfXGwULr1oE+LjoqBW+2PRgmxcfeW5SHeo\nB1RV0zih63ozg8GEymppgeTxFIMWR+sUSLbV1Dbxk3siH3HoSBFsw0YdhoYEYdmSvBGP9/f3w4Z1\nyyTb+vp0+OTzvSMug05ERNODoQ4RjUkQBNz38h/Q3qOxb5PL5PjHLb9BSECQB3tGs83CgmxJu1PT\njda2Tsm27HlDYYxMJsNah8K8g1wtS56VkYzzNp+B4OCxp1y5EhsTicsvORs333QJ1q5ZApVSiYyM\nJMkx1bMo1Cktr5EUhA4JCUJyUty4zk1NiXdaAecwa+sQeb2Ozi5UVNZJtq1YXuBUe8xRRnoS5juE\nvu0dWvzn7U9RXFoNvZ6jdoiI3IGhDhGN6bmv3sLnJ/dKtt174S1YmbXIQz2i2SosNBgZaUkj7k+I\nj0ZoiDRITEqMxcIF2SOcMSQ8LARnblhhL/A5FcOvkZaSKGlru3qg0Xa7Os2nCIKA4hLp9Iv5eZnj\n/v65qq1TU9eEdo7WIfJqh49Ip0pGRoQhOyt1XOeuP2MJUpKlK+PpdAbs2nMYL776IV57cxv27T+O\npub2WVd/jIjIUxjqENGojlQV4rdv/02ybXnGAtx34S0e6hHNdosW5oy4L2ee6ylTa1cvxlkbVyI+\nLgrBwYFOtW/Cw0Jw4fkb4Oenmta+AoBa7YekxFjJtvKKuhGO9h3NLR2SZeXlMplTMdSxpCS7Gq3D\n2jpE3kqj6UZNXZNk26oVC8Yd5srlcpx79hpER4W73N/T049TReX44OOv8N6HO9Dd3TfVLhMRzXnK\nsQ8hormqs68L3/vXgzBbh6axhKiD8I/v/gZKBX98kHskxEcjPS0RNbXSNxZqfz9kZaa4PEcmkyE3\nJ91ek8dms6G+oRXdPb0IDAhAelqiU9AznbLnpaKhsdXeLq+sm9AbIW908lSZpJ2RnoTAQPUIR7s2\nWFtn22d77Ntq65rR1q5xCnuIyPOOnZSuIBgTHYG01IQJXcPPT4XLLj4LR48X48SpMkmh++Fa2zR4\n693PsXHd8gnXOCMioiEcqUNELlltVtz9/K/RpG2TbH/i5l8hPSbZQ72iuWLdGUsR4jDN6uxNq8Y9\n0kYulyMtNQGLFuRgXlaKWwMdAMhIS4JyWL2Jvj6dJOTxNa4+rXeslTFeKclxiItlbR0ib9fT24+K\nSmlh9KWL8yYVTqtUSqxeuRDXX3M+Fi3IRkx0BOQurmOxWLFj10GUlFZPut9ERHMdP2onIpf+8O4/\n8dXpbyTb7jznRly09CwP9YjmkpDgQFx12TkoLq1Cd3cf8nIzEB8X5elujcjPT4XMjGSUVQyt1FVU\nXOlUW8JXHD4mDV1iYiLGvfy7o8HROh9/OjRap66+GS2tnV79Z0o015w8VSapcxMeFoKM9JFrnI1H\naEiQvZi92WxBQ2MrTpdUob6hRXLcrr1HEBCgnvCoICIi4kgdInLh9a8/wj+/eFWybfW8xfjlFXd5\nqEezkKYG2PcU8NFPge2/BxqOeLpHXket9sPSxXnYtHGFT7z5n5+fKWnX1jVBp/O91V4am9pQVd0g\n2bZscf6UppIlJ8UhLlb6Z7jvwDEWSiXyEnq9AcWl0sLoSxbnTusUUpVKiYz0JFz4rfXYuH45FIqh\ntyGCIOCLHfvR0dk1bfcjIporGOoQkcT+8mP42at/kmyLDY3C07f+DirW0Zk6U78Y5Px1CfDJg8CB\nZ4CvHgWePgv46H7AavZ0D2mS4mKjEBkRam8LAlBRVT/KGd5HpzNg5+5Dkm0x0RFIT0uc0nVlMhlW\nrVgg2dbersUJh7o9ROQZp4oqYLUO1b4JCgpAdpZ76tzIZDLMz8vE5k2rJdstFiu+3HkAZotlhDOJ\niMgVhjpEZFfZWodbn/65pDCyWuWPF+96DAkRsaOcSePSUgj8Y70Y5AguCkceeBZ4/hKgr815H3k9\nmUyGHIfVoSoqfWMVLJvNhoqqevz3gy/R16eT7Ft3xpJp+bQ+KTEWmRnSelwHDp4cKKTKETtEnmIy\nmVF4ukKybfHCHMlIGnfIzEjGhrXLJNu0Xb3Y/81Jt96XiGi2YahDRACAZm0brn3yR9D0d0u2P3nz\n/8PS9Pke6tUsYbMBh14AntkMdFaOfmzt18A/NwL1h0Y/btT7WcXpXPu3Ajv+CJz+ELDyk8+ZMM9h\nda62do1kWXBvYzCYcOxECV59Yxu27zjgFOgsmD8P8XHR03a/M1Yvhp9KOuJv/zcn8Ppbn+D4yVIY\njaZpuxcRjc/pkiqYTEOjRP39/ZCfmznKGdOnYH4W8gZWLbT3p7jSafVDIiIaGedSEBG0/d247m/3\noFEjLVz400u+h8tWnOOhXrmB1Qw0nwS0tUBvsxi2yGSATA6oAgF1KBAQAUSkAeEpgGJ8Ky2NqvGo\nON3KVUgTkQ4suQ44+irQPayGSU8T8O8LgAv+AKy+XezjeOg0Yp2eY6+J1xguNh/49htAZPpkXwmN\nQ3BwIBLiY9Dc0m7fVlFZjxXLvC8YrapuwK69h2E0up7yl5Icj7VrFk/rPUOCA3Hu5jOw7bO9kno6\nvb39OHDwJI6dKMaaVYuRl5Pu08vBE/kKo9GE4w7LmC8smAeVaubeIqw7YymaWjrQ09Nn3/bVnkO4\nNuZbCAxUz1g/iIh8lUxglcJJ02q1iIwUl2nVaDSIiIjwcI+IJq6lqx23PP0AjtVIV7u5fu3F+Ot3\nfun7b6wEAaj5Gjj4b6B8O2DoHvscAFCqgYx1wIIrgQWXA/4hE7tvfwfw+W+Boy+JfXC0/Gbgoj8B\nfkFAfyfwxi1A1VfOxyUvB1beCiy8QjzWFasFOPx/YsFlvXbkPoWnAnfuBIInt4rRnGCzAg2HgY4K\nQOkvhmFx88cfrEH81Hv33qHC12Fhwbj+6vO96t/SsRMl+ObQqRH3L1qQg9UrF0ChcM9S8BVV9di1\n5zDMZtcjyBLiY7BqRQHiYqMhl3vP941ottm3/zhOFZXb20qlAt++/iKo1f4z2o+2dg3e+2AHbMP+\nv0xJjsOF39rgVT87iYimyh0ZAkOdKWCoQ75MEAS8/vWHePidp9Cl65HsO3/xRvz79keg9MXCyJoa\noGKH+DwiDdj396H2ZPkFAQWXAUuuB9LXA6N9X8z6geLHjwPGHuf9qgDgkr8Ay26SbrdagC9+C+x9\n0vV1/UOBvPOB9HVAVBYQEi8WXS77HDj5FtA+zoKzmZuALe8Bcs6+dVLyCbDt54CmWro9JlccNZVz\n3rguYzCY8NJrH0jqxFx52WbExkROZ28nRRAEHDpShKPHi532KRUK5GSnYUFBtqTgs7v09elw6EgR\nKqrqJAVah1Mo5AgKDEB4eAgSE2KRl5M+4282iWYrjbYHb/33c8mouZXLC7B8qWdGFh49XoyDhwsl\n29auWYJFC7I90h8iIndgqONlGOqQr+oz9OPel/6Aj446hx1nZC/F6z96AmqVj71xajwKfL0VOPW2\nONrCXfxDgKTlQFQmoA4D/IMByMQRQB1lQPU+12EOAORfDFzwyOhToE79F3jvRyNfY7z8goB5m4G+\nVqDuG+m+C/8ErPWC5ekFQZx2ZtaLQZXcPaNCxmQ1A589BHz9j9GPu/Z5YNHV47rkp1/sk9SEWLQg\nG2vXLJlCJ6dOEAR8/c0JnCosl2yXy2VYtmQ+FsyfB7Xab8b7pdcbUVRcieMnSmCxjv5vV6lUYNmS\nfCxZlAs5g0miSdMbjPj4k92SJcRDggNx3dXnQ6n0zM9im03Ah9u+QnNLh32bXC7HVZdtRlRUuEf6\nREQ03RjqeBmGOuSLqlrrsOXpB1DWXO20b0PeCjx3x58QGhDsgZ5NgiAAJdvEJcEbj43vnMAoIHUV\nEJYEKPwBCGIIZNKJQUpvq1jMuL99zEuNW3Q2cNGjQPbm8R2vrQU+vA8o+2Li9/ILAs68H1hzhxg4\nWS3AC5cB1XuGjlGqgbv3AjE5E7/+dGk4DLz/Y6D5hNgOjgXO+X/Aiptnth/djcAbW5yDL1cUfsAP\n9gMxY39qXFFVj+07DtjbgQFq3HTDRVB4KIjo69dj39fHUF3bKNmuUilxwXnrkZjg+Sl5Pb392LPv\nKOobWsY8NiY6AmeduWpGRhQR+TKTyYxOTTe02m5YbTYEBKih1xtw7EQJdDqD5NjzNp/htELdTOvt\n0+Gt/34uKdwcGRGKKy87x2NhExHRdGKo42UY6pCv+eLUPtz9/K/Ro++TbA/wU+OnF38Pd5xzPRSe\nGi0xETYbUPIxsPuvYjgwHunrgbMeADLWjz0iRBDE6Uwn3nBddHi81OHApp+KAYtyEiMgOiqAo6+I\nhZT7Wkc/ViYHFl8HnPcbIDRBuq+7Efj7Gmk9ofmXAje+MvE+TYfaA8ALlwNmnfO+sx8Ezv65+/tg\nswKHnhfrHjmOipIrgOxzAZsZKP9Sum/hlcB1L4x5eYvFihdf/UBSM2bzptXInpc6DZ0fP4PBiKPH\nS1BUXOE0xcnPT4WLzt+IuNhxTgvraQI6KsW/yzG5QED4tPdXEAQ0NrWh6HQlmlvbYTCMvBqWXC7H\nyuUFWLwwxydH7VitNlgsFvj5qVgzhKadzWbDkWPFOHGqFBbL2KNXU5LjceG31nvF38WKynps33lA\nsm3B/HlYv3aph3pERDR9GOp4GYY65CtMFjP+94Nn8I/Pnd/EFyRn47k7/oj0GM9+OjduzSeBD38y\n+siKiHTx0V0HhCQCK/5HDDwm88uqzSrW5Dn1DlD6qbjC1FiCY8X6Oxt/LI4MmiqbVXy9lV+Jo4g0\n1WJBZMEmFvLNu0B8BMeOfI1jrwPv3CHddvc+IGHh1Ps3EYZu4MlV4upjI7npP0D+hdN/b32X+D2s\n/VocBeVqefmwZOD6F4GUlWL70AvA+z+SHvODr4H4BWPebvfeIzhdUmVvR0SE4urLz4VCMTMBhEbb\njY8/2YN+nd5pn1rtj4sv2IjosaY0aKqBE28Bhe8CrUVD2+UKYPH1wLkPOYeI00QQBJhMZvT16VDX\n0IITp0pdhjwREaE4Y9UipCTHj/sNqdlsgd5gRGCAekY//e/u6cPp4ipU1TSgt7cfABAcFIDU1EQs\nW5KP4KCAGesLzV59/Tps33EALa2d4zo+KTEW55+7bkZXvBrLjl0HUVZeK9l27tlrkJWZ4qEeERFN\nD4Y6XoahDvmC6rZ63PncQzhR61wY9cqV5+Hx7zyIQD8fWDJU3wV8+Xvgm3+LYYYjmUysIbPmdiD7\nPPcUAhYEMQhoPiGuWGXoFosVQyYufx6VKY5gSFjkufowIxEE4OlN0mlqnhit88GPgYPPjX5MUDTw\nw2+cV+kSBEBTJRaNnsgKXsY+cYregWfE+j0jyT4HuOZf0iDOZgP+uQFoGbZSVP7FwPUvAWWfiaOO\n/ILE4DA0UXK57u4+vP7WJ5JtebkZOHP9crd/Gt7d04d33/8SBqNzCBITE4HNm1YjPGyEFd0sRqD4\nI+DQi65XZBsuOA645X1xhTA30+uN2PP1UVRVN7jcnxAfjdycdCTExSA4ONApPOvq7kV5RR0qq+rR\n1d1r3x4VGYac7HTk5WbA30/llr6bTGYcOlKEotMVktV9hlOplFi3ZgnycjPc0geaG/p1erz/4U70\nDISGY8lIT8LmTau9bmqTyWTG2+9+IXkdKpUSV162GRHhnHbpbmaLRSz2LwgcTUg0zRjqeBmGOuTN\nBEHAW998gl+8/jj6jdJpLgq5Ag9d+QPcvvl67/+PWhDEKVCf/T9xmXBX8i4AznkIiC+Y2b75mtJP\ngZevlW6bydE6tQeAfzmsILX+R2JI8tyFgG3Y8tYFl4nByeDfz6bjwPv3iKGUTAYsvEpcRcxxCpDN\nCpj6xLDN0Au0FgKfPgR014/cL79gccTJ6ttdh4HF24BXrx/9tQVFA//zDpAknR7w5c5vUF5ZJ9mW\nm5OOM9evcNtS3RaLFe9+8CU6Nd2S7UGBAVi+NB95uRmupyu1lwOHXxD/venG9wk/ADEEu2s3EO7+\nT9AFQUBlVQP2fH0URheB1XABAf4IDgqESqVEX59uzDe5an8/LF2Sj4L8rGl9g9vR2YUvvtyP7p6+\nsQ8GsHRxHlatWOD9P5vJ6xiNJrz/0VfQaKX/9pUKBdLSEuHnp4KuXw+FQo7IyHAkJsQgIT7aa/+u\ntbVr8N6HO2GzDX2QExEegssvORv+/jNf1H22s1isKCuvwamicmi7hoJvPz8V8nIysHhhDoI4mpBo\nyhjqeBmGOuStNH3dePA/j+O9w86FdhMjYvGP7/4WZ2T7wNz03lZx6kvJJ673510AnPvrGRklMCu4\nGq2Tcx7wnbcmNzVtIixG4B/rgfbSoW1RmWLhYVUAsPNRcSTWcFduFZd+r9gBvHbTwKioYTI2AFve\nF0duHX5BrD3UWiiuZjUecgWw6Fox0AlLGvk4QQCePktcYW00gVFiAeph1zIYTHjnvS/Q2ycNVjMz\nkrF50yooFNP76bggCPhq92GUltdIts/Py8TaNUtchxVdDeJS7qc/GP3icoU4Cq231bnOVOoa4NZt\ngGJmpm/odAZ8c+iU0+ucDsFBAVi8KBd5uRlQKSf/egRBQFFxJfZ/c2LEJdtHkpOdhjM3rPBYYW3y\nPWazBR99shutbdJANjkpDmefuQqBgT4wIteFotOV2PO19GdvXGwULr5go1dNF/MGZrMFBqMJQYEB\nE/rQYPBn1ZGjp6E3GEc8Ti6XY35eJlavWjiln41Ecx1DHS/DUIe80bZjX+GB1x9Fe49z7ZcLl5yJ\nP3/nQUQEhXmgZxNUsQN481bXIwYi0oGLHwVyz5/xbvk8V6N1rnkOWHyN++4pCOJqXo7Trr77EZC5\nUXxutQDPbAaaHFYxS1omjtJxNeUOADI2ioWOm46Pry8h8eKy5OnrgLQ14695VPM18O9x/H1LWQls\neQ/wH5rapNF248Ntu6DXS39ZTkmOw3nnrJ3WX46LS6qwa+8RybbMjGSce/Ya50/jbVbgwNPA9t87\nB2aSjq4Elt4ojp4Kihb/rLb9TJwKOdymnwHn/GqaXsn4dHRosf/gSTQ2tU3oPJlMBn9/PxhGeQOj\nVvsjZ14qkhLjkBAfDb8JTM0yGk3YtfeIy6liwcGBWLFsPrIyUiCTyVBcUoVvDp9yKmabmhKPc88+\ng29caUxWqw2ffrHPaeW4tJQEnHfuWp8OBwVBwI5dB1FeIR3xmJQYi2+ds3ZC/y5no/YOLU4VlaOt\nTWOfVurnp0JiQgxSkuORnZU66veou7sPX+05JFlGfixRUeH41jlrERoSNOX+E81FDHW8DEMd8hb1\nnc0obqzAG/u34eNjO532q1X+ePiae/GdDZd77TBrO0EA9j0lTrdyfCOvVANn/gRYfw+g8s1PHT1O\nEIB/fQuoG7aySGAk8KODoxdaniyrGfj0V8D+rdLty74DXPkP6bbWYrF+jXX0aTWTIpMDa+8GNj8o\n1sCZjE9/Bez929jH+YcAsXnitK7ACCAsBV2B6fioNgx9Rul/ueFhIcjPzUBKSjwiwkOn9O+zobEV\nn3y+VzIqJDwsBFdettn5l/rGo8DHP5f+PRhOHQ4svR5YscX1SDibDXj5aqB8+9A2mQy45cOhoG4G\nabTdqKyqR1NzB7p7ep2WagYAuUyG+PhoZGelIjMjGf7+ftDpDDhdUokTp8okK5U5kslkiI2JQGJC\nLJISYxEfF+1y1JPZbEFZRS0OHyly+Yl3fl4m1q5Z7BTktbVrsO2zvU4hU1xsJM7bvJZTHmhEBoMJ\nX351APUN0hUSE+KjcdH5G72uVs5kWCxWfPzpbqfgISI8BN86Zx3Cw0eoDzaLGY0mHDxSiKLTLgr+\nD+Pnp8KC+fNQkJ8l+TliMBhx/GQpCosqYLE6r44mkwEqpRJWm83lSEN/fz+cc9YapCTHTf3FEM0x\nDHW8DEMd8iSz1YKPju7A09tfd1kEeVBBcjb+8d3fIi8xcwZ7N0lmPfDeD4ETbzrvS1kFXP0MEJU1\n8/2abdrLgH+sE6dEDSq4HLjhpem9T1cD8MYWoP6gdHtEOnDXLiDAxc/ME28Cb98+8sicM+8XV/Lq\naRz5vn5B4sM/RKy5k7wCWHHzuFasGpUgAEdeBo68KK4+tuIW4IzvA69c47z0uQt9igh8GH8/ulXx\nLvfHyTVYGVCJJH8dZCo/McRUqgGl/9AjMFpcbSowUnx9gVHQ2xQ4fLQIp4urMPy/dKVSgSsv24zI\niDCxWHTtfqB6D1CxUyz27UrSUvE1FVwmTosb9QW1A0+tBfqGvZkMiRdXBwuKHvP74U5Wmw26fj36\n+vWw2WxQqZSIjAgb8Q2uXm/E0RPFOF1cOa6pUgqFHHGxUYiOioC/vwomkxkabTeaWzpcLh+tUilx\n5vrlmJc18pL2Xd29+PjTPfZVsQap1f7YuG4ZMtKTvD+UpxnV0NiKXXuPOP2diYoKx6UXbXJb4W9P\nMJrM+PDjr9DR2SXZrlIpsXRxHhYuyJ4zU4KamtuxfecBl+H1aGJjIhEVGQadzoDmlnaYXATZKpUS\n8/MysXBBNoKDAmGxWFFaXoNjJ0rQ5zCNWCaTYcO6ZZif5wO/XxJ5EYY6XoahDnlCt64Xr+x9H8/t\nfBNN2pGnHCjlCtx74S340fk3w0/pA7/YddWLdVMcp9HIZMDZvxRH6HjbilK+bPdfgc9/Ld12x3Yx\nPJsOJZ8A79wphh/DqcOAWz8Wa7OMpPxLscbL8Po7YcnABY8ACy4XR5k8d5HzlKGCy4CL/tdpFSq3\n03cBz18yclAy/FB5CD6Kuw+d/iO/uQ83NSHE0gG1rR9RpnokGkoQZRKn8RgUwTDKg2CTKWGVKVEX\nsBCnQs+FSe4cwGwOLUe2rQzoqgWaTkgLUTtShwHn/UYMqiYyVaPyK+CFy8TAa1DmJuDm/85YfZ3p\npNMZcKqoHEWnK1y+4ZmMqKhwnHv2mpFXGxumX6fHtk/3OBW5BsSpNOvWLuWUhzlOEAQ0NLbi+MlS\nl9MOQ0ODcfnFZ/lsDZ3R6PVGfPTpbnQ6BDsAEBioxsKCbOTnZkKtnp1FlAVBwMnCchw4eBIjvX1T\nqZSjjjocTUpyPM7csBzBQYFO+0wmM3buPoTqGucPVBYvzMWaVQsZOhONE0MdL8NQh2ZSbXsj/rXj\nDbz29YfQGUdZlhnAotRc/PV/foWC5OwZ6t0U1R8CXrnOeXUrdRhw7XNiMV+aXlYL8OxmadHk/IuA\nm16f/DVtNqByB7D/aaDsc+f9oUnAt18HEpeMfS1BAFpPA1114qiPxCXisvGD2kqAjx8Q/+7EZANr\n7gCW3OD+gs8j0XcBX/wWOPqKdASUC0ZZAPZHXoeS4HXitLBxkAk2COM8FoINa7RvY0nPZ+M7Pvdb\nwGVPTj4M++JhYNfj0m0rtgCXPjGxgGi4rnqgarcYlPW0AL0t4uitwb8L+ReOHgxOkclkRkNjKxqb\n2tDY1CZZAn28FAo5li7Ow5JFeROaAmM0mfH59q9dvmFXKhQomJ9l/xSd5g6TyYyyiloUFlWM+Pdx\nLkzXM1ss2LP3KMoqal3uVyoUyMxMRl5Ohlev7DVROp0Bu/cdQU1tk9O+0NAgnLF6MZISYqFSKdHZ\n2YWqmkYUFVfAaBx74YCAAH+sXrkIudlpo36/BEHAsRMlOHi40GlfclIczjpzJYICZ+/fPaLpwlDH\nyzDUIXcTBAGHq07h6e2v45Pju2AbYUqKTCbDiowFmJ+cjXMWrsPmgjNcL1nsjcq3A699GzBLh/Ui\nJlcMGKLneaZfc0HFTnGUxSC5AnigAggaZ/Hg4VoKgbduE4MYV3LOA656ZnLX9iWmfkBTAxh7xUdf\nmxhMddUD2jrxeU8jYDWjRxmN2oDFqAlcgsaA6VnBLdTchvWaV5Gqd/6lW0ImAzLOBDb8CMg+Z2o3\ntVqA5y8Sp3cNt/Aq4LInxHB2PDorgeP/AU6+LT4fS/JyYOV3gYVXTr5O0jj19+vR2NyGpqY2NDS1\nOU1DGC4wUI3c7HQU5GchOHhywYvNJuDYiWIcOXoathF+TYuLjUJCfDTiYqMQFxs1K0dmENDV1Yui\n4kqUllWPOnqsID8La9csgULhI//3T4EgCCgurcY3h06OGlqEhgYjLycdOfPSJv1vcSqsNhusFqs4\nBdRPNamC1VarFeWVddj/zUkYjc715pYsysWKZQUj1vgqLq1GeWUt2tu1TvvV/n5YsjgPBfOzJjR1\nrbqmEV/u/MapFo9a7YczN6xAemrirAnTiNyBoY6XYahD7mKxWvDxsa/wzJev42h10YjHBaj8ce0Z\nF+H2zdcjK27k6Rxe6+TbwDt3OC9BnXchcPWzgDrUM/2aKwQB+PsaoG1YTabL/gas3DKx67QUAv86\nX1yFypFcAZzzkFjc2leCRnezWQFTnzgdyqQDdBq0trTgaFUP6roECJj4L8P+1n4s7f4YC3u+hAIj\nvPGLzhaXgc/cIH6dzsLYfW3A1k1At8NqT0HRYlHstDVAeCoQEicGSjYboNOI9XiaTwJF7wN130zu\n3v6hYlHnld91XdR5mgmCgN7efrS2adDT2weLxQqlUonQkCBERYUjIjxk2t7QdGq6sWffEbS0ulgF\n0EFISBBiosIRFRWBqMgwBAT4w9/fD4EBaqhUSr7J8hGCIECj6UZVTSOqaxqh0TpPxRsuMSEGq1cu\nQlxs5Az10HsYjSYcPV6CwtPlY9bCiogIRWJCDMLDQhAWGozQ0GCEhARNeWUwi8WK7u5eaLt70dXV\ni67uHnR19aK7p89pGpRSqUBgoBrBQYEIDgpEQIAagYFqBAT4IzBAbS9ob7Xa0N3Th45OLSoq62Aw\nOIc5fn4qnH3mKqSnjW+EZV+/Hg2NrTCbzQgKDEBQUACio8KhUExuWntbuwaffr4POr1zXZ+E+Gis\nWrEACfExk7o20WzHUMfLMNSh6dar78dr+z7Av3a8gQZNy4jHxYZG4dazrsF3NlyByGAfWJ7clQPP\nAh//VFqLAxAL4W7+FQOAmbLjT8COR4baWWcBt7w//vNN/cA/NwId5c77klcAFz8mjqigcTEaTdBo\nu2E0mtHb24/mlna0tHVCpzNAJhNXHFH7+0OhVEAGIChQjZSYIOREWuGnaxGDEptFfAg2ICBSDG9i\n88QCy+7UVgI8f7EY8HhKyipg6Q1i7aXxLlfv5QRBQElZDQ4ePgW9fvSpfSNRKOTiG8iBh1whh9Vq\nhdVqg9UqjiQIDAhAaGgQQkOCERoahJDgIKj8lFAplQyF3MxstqCxqQ11DS2or29G7ygjwQBxJbfM\njGQsKJiHuNioOf9nYzAYUVxajaLiylFH0TmSyWQICQ5EaGgwQkOCEBISZP8aEhwEhUIOmVwGs8kC\ng8GIfp0evX06dHf3oaurB9ruHvT29jv9GuNusTGROHvTqnHV6XKnvn4dvtx5EM0t7S73R0eFIyc7\nDfMyUzmSkGgYhjpehqEOTQebzYb95cfwn/0f46OjO6A3jbyawfykebjjnBtw+Ypz4a/y0UKAggDs\n/BOw44/O+y56FDjjzpnv01zWVgr8beVQe6JTsP57N3D0Zem2vAuBjT8W32DP8Tcb08VisYpvMLz9\n+9lRAbx2oxjwTIVCBSSvFEcVRWeLq2rJleL1i94DKr50DoQdz09YDCQtARKWAAkLgNj8sVf08mIW\nixUlZdUoLa9xOZXC3ZRKBVQqMeAZDHrEh0rSViqVUCrkUCgUkCvkUCjkUMgV4tfB7XI5lEoFFHI5\n5HLxjbNMJoN88KtMbn8uk8sgl8kgk8khk8H7/w0MEAQBVqsNZrMZZosVZrMFFosFZrP46Nfp0dPT\nh9Y2Ddo7tLDZxl51LUDtj/n5mZiflzWr6+ZMls0moLGpFSWl1aiubRrX99SXKBRyrFhWgMULc7xm\nir3NJuD4yRIcOlI0YvFmQAx4kpPikJIcj/i4qEmPECKaDRjqeBmGOjQV9Z3NePPANryx/2PUdTgX\nvhtu84K1uPOcG7A+d4XP/ELrks0qjs755t/S7XIlcNXTwOJrPdOvue5vq6VTsC79K7Dq1rHPO/4G\n8Pb3pNuWfQe44imGOXOZ2QDsegzY/4zrKXmjSVsrjrQpuExcjn4kmmrg8IvAkZecC6yPRCYXa3TF\nLRCLa6vDxFo8fkHiqJ64+WJ45AN/d/v6dGhp7UBLWyda2zrR2dE1Yu2d2UYa/sggk8sHvg6GP8O2\nyWQDf5wDX2UyyAau4bRPepdh24aeCwJgs1lhsYq1Ulz9Ci0IAkxmM0wmM2y2qf+ZyGQyJCbEIDc7\nHVmZyXwzPE4GgxHlFXWoqKpHW3vnjI+mAcQfJUqlOMrNZBq7YPFI/PxUyJmXhoUF2QgLC57GHk6f\njg4tvjlciPqGkUeZD1IqFUiIj0F8XBRiY6IQGxMBf38f/aCSaBIY6ngZhjo0Ub36fnx0bCfe/uYT\nfF12dNRPNfyVfrhmzQW4ffP1yEnImMFeuonFBLxzO3Dqv9LtqgDghpe5wpUnOU7BSloKfH+X62MF\nAWg8Ahx6ETj2ihjUDYrJEc9zc9Fa8hGGHqD0U6BqD6CtAbrrAd2wESaBEUBQDBCWJE7Vy78IiJzg\nzzqLCSj+CDj4PFC9e+p9DowUQ5+EBeLX+AJxpJC/d76RGmSxWNGp6UJnZxc6OrvQ3dMHk8kMvcEI\nvd4wZr0R8i4KhRxJiXHIzEhCWmoiAtT+nu6STzMaTWhqboe2qwc9PX3oHnjodCOPjJ6I4OBARISH\nIDw8FOFhIQgPC0FEeCgCAvztH8QJggCTyYz+fj16+3XQ9euh04v/PnV6A/R6AyyWgf9PZUBIcBDC\nQoMRFRWO9NTECa2g50nNLR04evw06htaJ3RegNof4eEhCAkJQmCAGkGBAQgMVCNwoP5PYIDaZ74H\nRGNhqONlGOrQeOhMBuwo/BofHt2Bz07sgcE8ek2ExIhY3LjuUty88UrEhM6SwofGPuC1m4DKndLt\nAeHAd94CUld7pFs0QFsL/GWRdDpLxkZg2Y3iykjBsWLtnOP/Ab75l+sVrpT+wB07gISFM9dvouE0\n1cCJt4ATb7iu8TQV/qFAWCIQkgBEpIsjfWJyxFX6wlLGVwPM0CMWku5uFAtly+SAXzAQlgxEpov/\nhtxAEASYzZaBN47im0ibTRCnPw1Mh5LJgN5eHXp6+9DT24+egTe8ZrMFZotl6M0muU1oSBBSUuKR\nmpyAxMSYCa1GRJNjNlvQ09uP7u5e9Pb2o6evH729/ejt1aFfp4fNZoMgCFCplFD7+yMgwB8hwUEI\nCQlE2EBwEx4WApWKf1aO+vr1qKisQ2VVPdo7pme6qL+/CoEBYtgTFBgAtdof/v4q+Pmp4O/nN/Dc\nD34qJVR+KvipVFD5KadcDJtoujHU8TIMdWgk/QYdvijch4+O7sSXhV+PWicHEEflXLDkTFy/9mJs\nyFsBhXwWfRrR3wm8dBXQeFS6PSQB2PIeEJfvkW6Rg5euAsq+cN4uV4i1TdpKAEOX63NlcuDKfwJL\nb3RrF4nGracZaDoONB4TV2drKRRHC7mDKkAczROTI/5c8w8GFP5Ab7O4lP3gY6R/PwCg8BNHyKWu\nAbI3i6GqF70RsdmEoXoww+rCmC0WmE3SbRaLBZaBIsy2wWLMNtuwwsw22GzDn4tvnG2CYH8u2MT2\n0HPbtExlmmlyuQx+KhWUDrWIlEoFAtT+CAoKRGREKOLiohAcNPNLbhPNBL3eiMamVtQ3tqKhoRX9\nOv2M3l+pUEDlp4SfSgyAlErFQKg9+JBDqVBAoVSIXwfC7sFt9v0DD6Vy2H6FAgqldL9c7v1TeMmz\nGOp4GYY6NFyPvg9fnNyLj47uxM7TB8YckQMAS9Lm4/q1F+HyFeciPGgWLt9dfxD4zxbnZY6j5wE3\nvwdE+OAy7LNV0wngmbOdl5cfS0S6uMJV7rfc0i2iaWPsFUeZtRQBPY3i6DNjP2DqBbR14j7z+FfO\ncauoTHGJ9mU3zZpVvKbDYPgj2MTAxx4ISUIgm+QYQRAgDDt/8Kv4gItp0IJ90OLwfYIgQCaT2d/w\nKRTyEYvVDn/zSERDBEGAtqsXLa0daGvToK1dg67u3llV1Foukw2EQQp70fihEMm5PVagZD9PPlRo\nXtK2P5fb98nlPrCwwhzGUMfLMNShJm0bdhbtx6cndmNX8UGYLGO/IU6OjMfVq8/HVavPR3Z8uvs7\n6QmGHuDLPwDfPCutuQKIn0b/zztAULRn+kYjO/Iy8MG9Ywc7cgWQ8y1g+XfEWkgK1Yx0j8itbDZA\nUwW0Fg2N7mkpAnqaAKvJM31S+gMFlwOrb+NqckQ0K9lsAnr7xGlw/f166PQG8avOgH69Hrp+se4Q\n37JOjFwuGwh5BlYaHAh/5APP5XLZUHvgIbZlA/vlkv2KgXOcjh/cLhvcLrMHS4Nt+3OZzPX2Yfcc\nLHI/mzHU8TIMdeYWQRBQ096AE7UlOFZThF3Fh1DSVDmucxMjYnHx0rNx0bJNWJm5yGuWopx2/Z3A\nweeAA88A/e3O+zM3ATe9CviHzHjXaJx0nUDdQaDhMFD8sbR+TmAksOIW8Q1mWJLn+kg0k2w28d9F\nT5NYD6ezEmgvBdrLxK/6cdaLUKjE+jlhyUBABAAB0GmAzipxqtZYYnKABVcCC68CYnOn9JKIiHyJ\nzSbAYDBCp9OjX2+Arl8Po8kMo9EEo8kMk8kEo1Fcdc5sNsNktsBkMk9p1THynKHwZ5QQSC4Njs4+\ncxWCg31jGitDHS/DUGd2M5pNOFFbjIOVJ3Go8iQOVZ2Cpq9r3OenRCXg4mVn45JlZ2FJ2vzZG+To\nu4Cyzx6B340AAEpDSURBVMVVrcq3j/yJ9rofAOf+BlBy2UqfIQjim1ZNtRjoJC5xWzFXIp8kCGLg\n01YKdFaIPw+NPYBZLxYYD0sGwlOA8FQgOG7kOjndjUDdAaB4G1D0/tgjg+IKgIVXio+orGl/WURE\ns4EgCLBYrGLAYzbDZBLrfok1vawD9b+ssFpsQ8+tVlgsDvutNlgsQ/uHtx2vQZ5xw7UXICzUu1eq\nHMRQx8sw1JldOnq1OFx5CgcrT+BQ5UmcqCsZ13Sq4TJiknHxsrNx8bKzsSg1d3YOHzT0iEWPa/YB\nFTvFER3CKHOhw9OASx5nzRUiovHo7wCOviIu0z6e4s5xBUDu+UDe+UDSckDBlXiIiDxhsMaXxWqF\n1TIsALKHRdaJB0oW60CxebGw/OD59uc2adtm883C8lN10/UXIWQOj9Th//w0JwmCgPKWGvsInEOV\nJ1HZWjfh68hlcqzIXICzCtbgvEUbMD9p3uwKcswGcaRG0wmg/hDQcAhoK5YufT0S/xDgjO8DG+8D\n/HzjhywRkccFRQMb7gXW/Qio+FKc0lr2OWCzuD6+tUh87P6z+HM3dTWQvh7IWAckLuXoSCKiGSIW\nUxdrysDPc/UGBwvJD4Y+tmFfbbaB57ahAGgoDBq+X3B5vHis4HDs0LXG+9w6wr7JjjeZ66uOMdSh\nWc9qs6K6rQGF9WU4VV+KwvoynKwrgba/Z8LXClYHYknafCxOy8PS9PlYn7ti6qtW2WyAxQDYzIBc\nCchVYu2FwXDIZhV/mbc/rAPHDX9MYGqXIIirvpj6xRE2MhkAmTgCp7104A3CafFrZ6VzoeOxDK7a\nsuJmQB02sXOJiEgklwM554oPXSdw+iNxmmvVrpFHRxp7xWmw5dvFtipQLLCcsU4MepKXAyr1zL0G\nIiKacWK4JK6w5WvsKxq6CH2so4RFav+5XR6A06+mgNOvvI/RbEJJUxUK60txqr4MhfVlON1YAZ1R\n7/L4ANgQI7cgduAx+DxGZkGE3IoAPzUig8IQERyGyKAwhAYEQ6b0E38xLrgcUAWIRTL1XeLDMPBV\n3y3WVTD2AIZe8Rdt+6NHXEbXYhDrLoxUO0GuEH9xH88/UZkciEwHkpaJBTiNfQP36hPvZ+oT+2Hq\nEx/T/c8+Nl+cXrXwSiBhMVdoISJyl752se7Oqf8CtV+PPv3VkdIfSF4BpK8DMtYDaWewThYREdEM\nYk0dL8NQx3NsNhsata2oaKlFeUsNCgcCnLLmalgGRpbIISBFbka2wogshQmpCtOw4MaKGJkFIfIJ\n/DJMQ2JygZSV4huDeWcBoYme7hER0dyj6wTKtgOlnwBVu8V6PBOhDhM/oFj/IyAm2y1dJCIioiEM\ndbwMQx336zfoUNlWh4qWWlS01qGipQaVrXWoaq2D3mwEAITLrMhSGDFPYULWQIAzT2FCusIEfxn/\nek9ZeBoQP1+szZCyUhylFBDu6V4REdFwg6vVVe8VC9nX7AN6W8Z3rlwBLPsOcNYDQFiSe/tJREQ0\nhzHU8TIMdaaHzWZDU1cbKltqUd5ai8qWOlS0iuFNk7bNfpwCArIVRixRGrBYqcd8pQHzFCZEyWfB\n8oFKtVhHx2YBrGbngpgK1VC9HZkcEIbV2bFObIUuAOK0Mb8gQKYAIAz1ITwViMsXV1OJLxCnVamn\nWDOIiIhmniCIddFq9g0FPd0No5+jVANr7gA2/hgIjJyZfhIREc0hDHW8DEMdZ4IgQGfUQ6vrQa++\nD736fhgtJvTo+9Dc1Y4W+6MDHb1aaPu70dGrhdWhGK8MAjIVJiweCHCWKPVYqDQgcLpH3ihUQFAs\nEBILBMcNPGKAkDggMEoMUhxpa8VaBq2FgDJAHLUSEA6ow4eeB4SLw9rVoeJqJJJHKOAfJAYrygCx\nnoFjDRqbTQxs5ArxMRZTP9B4HGgvEWv0+IcC/sGAXzCgDgH8QsS2f7D4nEveEhHNPdraoYCn9NOR\np2v5BQELrxaXSU9bI/5/SERERFPGUMfL+HKo09rdAaPZBEEQIEBcPk4ukwMyGYxmI/QmI3QmPfQm\nA3RGPXQmg+R5r74f2v5udPX3oEvXA21/j71tto6w7CoAFQQkys2Ik1ugkglosKpQa/NDkMyKZUo9\nVin1WKnSYZlSj9DpqHcTFANEZw885gGhCWJwExIHBMeKRYUnW9RXEFgQmIiIfJPVApx+H9j+e3FE\nz2hi84DUM4C01UDqGiAyg///ERERTQJDHS/jy6HOeY/cjJN1pdN+3XCZFbkKA/KURuQpjAiW2dAr\nyBErt6BAaUCa3Ay546AUQZwApJjs74dKfyAyE4jJGQpvBr8G+M6fCRER0YyzmoGjrwI7/gj0No/v\nnOBYMdxJWwOkrhZXPVT6ubefREREs4A7MgTOwZijZDL5lK8hh4D5CgNWq3Q4Q6XDcqUeCYqRR+mM\neJ2JhDlBMUDyMrFob9JS8dPD8NTxTVEiIiIiKYUKWLkFWHIdcOBZYP9WoKdp9HP62oDTH4gPQKzF\nk7x8IOhZDaSsYk0eIiKiGcJQZ46ST2rYtIAchQkbVH3YoOrHWpVueqZIjSQgXAxvkpeLAU7iUnFV\nDg75JiIiml6qAGDDPcDau4HyL4DKnUDNfqDlpDjdeDQWw9CKW4NicoGkZeL/30lLgfiFgF+ge18D\nERHRHMRQZ46KC4tGcmQ8ZDKZWEsHgAABNpsN/io/BPqpEegfgESFDctt7VhobkaeoR5hlr6p3zwk\nQQxn9FrpPP7o7IFP+Qbm7UfNY4BDREQ0kxRKIO8C8QEAhm6g7iBQdwCo/QZoOAyYdWNfp71UfBx/\nXWzL5OKKiolLhgU9C8QwiYiIiCaNNXWmwJdr6jixmsWAxWoCuhuByq/ET+naSiZ2HYUKiM4Rl8WO\nnS8WJjZ0iaswDS6R7Rc0dLymBuhpFuvhBHF1DSIiIq9mNQMtp4DaA0DdN+LX8dbicSRXiL8rJC0d\nCnviF4i18oiIiGYhFkr2Mj4b6tisQEsh0HRcfDQeA1qLAItx4tcKjATS1gLpa8URNgmLxGCHiIiI\nZj9BALrqBkKegaCntWjsKVsjUaiGgp7BsCeugIWYiYhoVmCo42V8NtQx9gG/T5rcL1yqQCBjHZB1\nFpC1SfzFSz71ostEREQ0Sxh6gKYTQNMxoPGo+OGRpnry11P4iaN9BxdJSFoqjvzlh0hERORjuPoV\nTQ//YHGKVPs4ljSXycVCxVmbxCAnZRU/LSMiIqKRqUOBzA3iY5BeOxD0HBdDnsZjgLZmfNezmobO\nOTSwTekvTtVKWiouqR6bJwY96tBpfjFERETejaHOXJW4xDnUCYoRlyX1Dx4YjXM2kLFeXIWKiIiI\naLICIgY+INo0tE3XKQY9jceGwp6uuvFdz2IEGo6Ij+HCUgbq+uWLX+PmiytxsSAzERHNUgx15qqs\nTYCxVwx3EheLn3SFxHu6V0RERDRXBEYB884WH4P6O6SjeZqOA90N479md734KPt8aJtMBkRmiFPG\n7YHPfHGVTY4+JiIiH8eaOlPgszV1iIiIiHxFX5t0NE/jscmvuDWcXAlEzxsKe+Lmi9O4IjPFlbmI\niIimGQslexmGOkREREQe0NsyFPS0FgNtp4HOSnGFz6lSqsUpW7F5YtAzOLonLIWLQxAReROLSazZ\nFhLn6Z6MGwslExERERGFxAN5F4iPQRYj0FEOtJ4G2krEr62nx1+Q2X4dA9B8QnwM5xc8FPTYA5/5\nQHCcOMWLiIgmz2IEdJqBR+fAQwP0dwL6ga+D2wYfxh7x3N9qAMXcjTbm7isnIiIiotljcEWs+AXS\n7aZ+cXGI1uKBwKdYfN7TOLHrm/qAhsPiY7iAcGm9npgcIDobCE1k2ENEc5PZIAYxOscwptNFaDPQ\nNvVN/n56LRAcM3399zEMdYiIiIho9vILApKWiY/h9F3iiJ62gbCntVh83t8+sevru4Dar8WH432j\n5ol1e6KzxUdMtrjNP3gqr4iIaOaYDSOEMY4jaLRD+039M9tHXSdDHSIiIiKiOSUgHEhbIz6G62sf\nCnoGp3G1FQOG7old39TvehoXII7iic6WBj7R2UB4Cos0E5H7mPUjTGca9rW/Uxz5MrjfrPN0r0cm\nkwMBETMfInkZhjpERERERIOCY8RH5sahbYIgrrg1OKJnMOhpK5ncG56eJvFRtUu6XekvjuSJLwAS\nFgMJi4DEReKbFm9kMYqvQ64C/AIBdTiLSRPNBEEQ68nou8QAxnHkjD20cahRY9Z7uucjkyvEn3WB\nUQOPyKGvQcO3RQ7t488cADOw+pXBYMDbb7+Nzz77DA0NDQgMDER+fj5uuOEGLF++3OfuMxxXvyIi\nIiKaw2w2oKt22IieErFYc0c5YOydvvtEpAOJS8RH0lIgcbH4pmam2axA9V7g5FtAzT6xCPXwFceU\naiAyHYjMEB+hiYA6TNwuk4mfqsuV4ps3uRJQqICgGCA0QfzKGkQ0lwiCGLIYusRwRqcVn9u/aob2\n6bUOX7sAweaxro9JrnAOZgJdBDPDwxr/sDkR0PjckuanTp3CNddcg9LSUpf777zzTjz11FNQKKY2\nzHSm7uOIoQ4REREROREEoK8VaC8fCnkGH9ra6XkzFpYiBijhKUB4qrgimF+gGJZYTYDVAtjMA/eS\nDQQmMsA/BIjOAqKyxMBlPHSdwOGXgG/+BXQ3TL3vrviHisWmE5cA6euA9LVAcKx77kU0ncyGgVEz\n3YBBK4YyroIYSWAz8NVi9GTPx0eudB3QBLkYOTO4Xx3GkHYEPhXqNDQ0YNWqVWhubkZISAh++tOf\nYu3ateju7sZzzz2Hbdu2ARADl61bt3r9fVxhqENEREREE2IxAppqMeBxDH302pntS1C0ON0raiDk\niZ4HhCcDqiDxTWpbCVDyCVD+BWA1z2zfALHOUPp6MeBJXwuEJfONIk0vi0n8u27oBgzDv/YARhfb\nXG23mjz9KsZPoRp95IwkrBkcQRPKf3fTyKdCnRtuuAH/+c9/oFKpsHfvXqxatUqy/9Zbb8Xzzz8P\nANi3bx/Wrl3r1fdxhaEOEREREU2b/k6xVk/zCaD5FNB8UmwPn+LkbULiAcjE6WZTWZJ4PAKjBpat\nLwDiFw6EUClAcPycmLZBGJqyZOoDjH0uvvaLfxcHn5t6AWP/0H7jsHDG0A1YDJ5+RZPnFyTWoAkI\nBwIiRx85MxjW+AUzoPEwnwl1ampqkJmZCUEQcPfdd+Opp55yOqanpwdJSUno6+vDJZdcgg8++MBr\n7zMShjpERERE5FZmPdBSCDQdBxqPiV89GfSoAoD5lwKLrwHS1g4tzy4IYnFWTTXQWS3W29F1itNO\nrCZxv2AT+y1Yxa9mgzhNrbthajWIFCogNEmchhaeIo42CooeKLoaOfDGN2Jo1AEDoMmz2cRpfVaT\nOMrFZhZHcVnN4p/pYNtmHpgCaBlqmw3i32eLQSwwPq62blhYMxDeeHMtmYlS+A2EMhEOX11tixh6\nrg4HlH6e6zdNmjsyBLesfvXuu+9iMCvasmWLy2NCQ0NxxRVX4OWXX8bnn3+O3t5ehISEeOV9iIiI\niIg8QhUApKwUH4PMekBbJxZp1tYBXXViUVVTvxieKFTiQ64aCjAGQ5W+VqCzUgxfJjKlKnoesPx/\nxIerIs0y2dDIgOQVE3uNgiAGO80ngZqvxSLMzSfGH1xZzWKIpK0Z+1iZfOgNsl+wWIdIFSCOelAF\niFPPHLcN/6pUD3Za7Pfwr4Ovxf51YJ9gFb/39lBr8OvAn4kwbJvNAph0YnhhH13SNzQSanAUilkn\nvhaZAvAPGjYqY2BERkCEWD9JHSrWN/EPEY819Q4EJMNHsfRLR7qYHEIU08AxFqPYP5KSK4e+zy5D\nmFECG1UgR87QlLkl1Nm7dy8AICgoCEuXLh3xuI0bN+Lll1+G0WjEkSNHsGnTJq+8DxERERGR11AF\nALG54mOyrBagu14MeDoqxK+dFeIUMLNefKMaPQ+IzQfyLxSXWHfXm0+ZbGCETQqQf5G4zdgL1B0U\nA56afeIIpelYjlmwDS3zPFv0Af+/vfuOa+r6+wD+SdgCgoLiBBQ3DsCBqyqCiqvVOijuUe1+OrS1\nv9rWp7/u6dNdR1utdirWVq0bByqOukEFxboAQYUgMkNynj8w10SSQCCRXPt5v155Nc0595xz4Xhv\n7pczcON8bbdCnhTK8oCMi9edwIxr3Tsvl7rlwReXuoafu3rfSXdyY2CGapVNgjqnT58GAAQFBZnd\ncap169YGx1gabLlX9RARERER3VccHO9sPd46qrZbU5GLJ9A6svwFlI9iyTkPXE0un46Wdap8hJLq\n8r1fYJpql6PL7VFWHuXT/1w8ykdRuXje/q8H4Kz/Xi+PLhCjC+A4uzMgQ7Jnk6BOZmYmAKBJkyZm\n8+mn646xt3pyc03fJFQqlUVlERERERFRNSgdynfD8m0NdBxlmFaSD6iu3Any3MwoD/QU5t7+b87t\nbaVza7Z2D5VzcC4PrCgdy987ON1+73h7yt/d753K/9/RtXxUi6Mb4HT7vbH/d3K7k9fJ7XawxqN8\nmpmzR3l5RCSxSVDn1q3yle/r1KljNp9+en6+5RfYe1GPbhEjIiIiIiKyQy6egF/78ldlykqBYlV5\nwEddWL5+jfr2q7Tg9s5KhYZppYWA+naaWm+3JIXi9igPvf/qPtf/TOlwZ/0bhf7/6z67/V6pLE9z\ncjcy+uT2+jjOHrc/q1O+Jo9WDRTnly9KXXijfPpc4Q3DLbpL8svfC43e8e63gyR3j2hx1xsF435n\nlIvT7XWGlI4c2UJkZ6we1BFCQKMpX9TM3JQoAHB0vFN9WZlli27dq3qIiIiIiOg+4egMeDQsf90v\n6tZ2A4ioNlk9qKNQKODm5obCwkIUFxebzVtUdGexM3d3d7usJyfH9CJqKpUKLVu2tKg8IiIiIiIi\nIiJrsMn0q3r16qGwsNBsQAQwXK/G29vbLuuxxr7xRERERERERETWprRFobrdpi5evGg2n356mzZt\n7LYeIiIiIiIiIiJ7Y5OgTpcuXQAAV65cwdWrV03mO3ToUIVj7LEeIiIiIiIiIiJ7Y5OgzogRI6T3\n69atM5lPl9auXTsEBQXZbT1ERERERERERPbGJkGdAQMGSAsIf/zxxygpKamQZ926dTh58iQAYMaM\nGXZdDxERERERERGRvbFJUMfR0RHvv/8+ACAlJQUxMTG4fv26lL5161ZMmzYNABAYGIinn37aaDnD\nhw9Hz549MXr0aJvWQ0REREREREQkNwohhLBV4fPnz8c777wDAHBxcUGbNm2Ql5eHS5cuAQB8fHyw\na9cuBAcHGz2+UaNGyMrKQkBAAC5cuGCzeqorNzcX9evXB1C+9Tl3yiIiIiIiIiIiY2wRQ7DJSB2d\nt99+G2vWrEFYWBhKSkpw8uRJXLp0CXXq1MGkSZNw4sQJqwRa7lU9RERERERERET2wqYjdfRdv34d\n6enpcHNzg7+/P1xdXSs95siRIygtLYWLiwtCQ0NtVk91caQOEREREREREVWFLWIIjjUuoYp8fX3h\n6+tr0TFhYWH3pB4iIiIiIiIiIrmx6fQrIiIiIiIiIiKyDQZ1iIiIiIiIiIhkiEEdIiIiIiIiIiIZ\nYlCHiIiIiIiIiEiGGNQhIiIiIiIiIpIhBnWIiIiIiIiIiGSIQR0iIiIiIiIiIhliUIeIiIiIiIiI\nSIYY1CEiIiIiIiIikiEGdYiIiIiIiIiIZIhBHSIiIiIiIiIiGWJQh4iIiIiIiIhIhhjUISIiIiIi\nIiKSIQZ1iIiIiIiIiIhkiEEdIiIiIiIiIiIZYlCHiIiIiIiIiEiGGNQhIiIiIiIiIpIhx9pugJxp\ntVrpvUqlqr2GEBEREREREZFd048b6McTaoJBnRq4efOm9L5ly5a12BIiIiIiIiIikoubN2/Cx8en\nxuVw+hURERERERERkQwphBCithshV2VlZbh8+TIAoG7dulAqqx4jU6lU0uie8+fPw9vb2xZNJKoU\n+yLZC/ZFshfsi2RP2B/JXrAvkr2Qc1/UarXSjJ/mzZvD0bHmk6c4/aoGHB0d0aJFixqX4+3tjXr1\n6lmhRUQ1w75I9oJ9kewF+yLZE/ZHshfsi2Qv5NgXrTHlSh+nXxERERERERERyRCDOkRERERERERE\nMsSgDhERERERERGRDDGoQ0REREREREQkQwzqEBERERERERHJEIM6REREREREREQypBBCiNpuBBER\nERERERERWYYjdYiIiIiIiIiIZIhBHSIiIiIiIiIiGWJQh4iIiIiIiIhIhhjUISIiIiIiIiKSIQZ1\niIiIiIiIiIhkiEEdIiIiIiIiIiIZYlCHiIiIiIiIiEiGGNQhIiIiIiIiIpIhBnWIiIiIiIiIiGTI\nsbYbIGdqtRqbN2/Gzp07cfXqVXh5eaFLly4YM2YMfHx8alx+cXEx9u/fj8OHDyMzMxNXr16Fs7Mz\n/P39MWDAAPTv3x8KhcIKZ0L3g4MHD2L9+vW4dOkSHB0d0apVK4wdOxatWrWySvnXr19HfHw8UlJS\nkJmZCZVKBU9PT7Rr1w6DBw9GcHCwVeoh+bt48SJWr16NlJQUFBcXo1mzZhg2bBj69Oljs2tWZmYm\nnn32WWi1WgDA9OnTMXz4cJvURfJx8+ZNrFmzBocPH0ZOTg4aNmyIPn36YMSIEXB1da1R2cnJyViw\nYEGV8r777rto3bp1jeojeSsrK8OWLVuwY8cOZGZmom7duujUqRPGjh2LBg0aWLUuIQQOHDiAzZs3\n48qVKygrK0NAQAC6deuGIUOGwMnJyar1kfwcOXIEf/75Jy5evAilUomWLVtizJgxaNeuXY3K3bRp\nE5YuXWrRMW+99VaN6yX5Sk9Px6pVq3DmzBkUFBSgadOmiI6OtupzrlqtxqZNm5CYmIiMjAyUlpai\nXr166NixI0aOHIlmzZpZpZ5aJahajh49Ktq3by8AVHh5enqKZcuW1aj8SZMmCRcXF6Pl617BwcHi\n4MGDVjojkqvr16+LkSNHGu0jCoVCPPfcc0KtVle7/NLSUhESEiIUCoXZ/hgdHS0uX75sxTMjudFo\nNOLVV18VDg4ORvtIZGSkyMjIsEndDz74oEFdCxcutEk9JB9r1qwRPj4+RvtiYGCg2LNnT43K37Fj\nh9lrov4rMTHRSmdFcpSUlCQ6depktG+4u7uLxYsXW62ugwcPitDQUJN9sX79+uLAgQNWq4/kRaVS\niXHjxpnsH48//rgoLi6udvmff/55la+Lutfx48eteIYkJ2+//bZwcnIy2i/69u0rLl68WOM6NmzY\nIJo2bWqy/ymVSvHkk0+KkpISK5xR7VEIIYQFMSACcO7cOfTs2RM3btyAp6cnZs+ejS5duiAzMxNL\nlizBuXPnAAA//PADJk+eXK06OnbsiOTkZDg4OCAiIgIDBw5E8+bNUVhYiPj4eKxevRoajQZ16tTB\ntm3b0KtXL2ueIslEcXExBgwYgAMHDkChUCA2NhZRUVEoLi7Gr7/+il27dgEAZs6cafFfTvTrcHNz\nQ4sWLdC3b18EBQWhadOmcHBwwKVLl7Bq1SokJycDAPz9/XHkyBGrjFQj+ZkzZw4++eQTAEDPnj0x\nadIkuLu7Y/fu3fjhhx+g0WjQqVMn7N27F56enlar96effsLEiRPh6uqK4uJiAMDChQvx3HPPWa0O\nkpcNGzbgoYcegkajQfPmzfHYY48hICAAp06dwjfffIPc3Fx4eHggISEBISEh1apj586diIiIAAC8\n//77aNmypcm8AwcORP369atVD8nbhQsX0LNnT2RlZcHd3R2zZs1CWFgYsrKysHTpUqSkpAAAlixZ\ngkcffbRGdW3cuBGjR49GSUkJ6tati5iYGHTv3h0eHh7IzMxEQkIC/vrrL8TFxWHEiBHWOD2SEbVa\njcGDB2Pnzp0AgHHjxiE6OhpqtRpxcXHYunUrAOCRRx7Bzz//XK060tLScPToUbN5VCoVZs2aBQBo\n27Ytzpw5U626SN4WLFiA//73vwCArl27YurUqahbty727t2LZcuWQa1Wo02bNkhMTKz2/TM+Ph5D\nhgxBWVkZHBwcMGHCBISHh8PDwwNpaWn47rvvkJ6eDgAYP348fv31V6ud3z1X21ElOYqMjBQARJ06\ndcSxY8cM0m7evCm6desmjdjJzs6uVh0hISHi6aefNhmh3Lx5s3B2dhYARNu2bYVGo6lWPSRvb775\nphRpXrJkiUGaVqsVjz32mJS+adOmatWh0WhEcnKyyXStVisWLFgg1TN37txq1UPylpiYKPWBCRMm\nVLgm/fbbbzbpI1lZWdJojLfeeosjdUjcunVL+Pn5SffH69evG6SfPXtW1K9fXwAQoaGhQqvVVqse\n/ZE6hw4dskbT6T40fPhwAUC4urpW6Ce3bt0SvXr1kr5T1mQkY2pqqnBzcxMARI8ePURmZqbRfDk5\nOeLatWvVrofka+HChWbvkS+88IKUvnr1apu146uvvpLqee+992xWD9mv48ePC6VSKQCIUaNGVZhR\nsH79emmGwOOPP17tenr06CEACAcHBxEfH18hvbCwUHpul/u9nEEdC+k/uPz3v/81mufw4cNSnldf\nfbVa9Vy9erXSPM8++6xUz759+6pVD8lXcXGx8PLyEgDEwIEDjeYpLCwUDRs2lIYx2opGoxENGjQQ\nAERYWJjN6iH7pXtw8fT0FCqVymie0aNHSw83ubm5Vql37NixAoCYOnWqwfWZQZ1/L/0Hly1bthjN\n8+WXX0p51q9fX616GNShyhw9elTqI6+88orRPMnJyVYJeOv+4Ojj48OgDVVQVlYmBbvDw8ON5ikt\nLRUBAQECgAgJCbFZW8LDw6UH7fT0dJvVQ/YrJiZG+j6YlZVlNM/kyZMFAOHo6GgySG1OSUmJFBiK\njo42me/PP/+8L747cvcrC61atUp6P3PmTKN5wsLCEBoaWiG/Jfz8/CrNExUVJb0/depUteoh+dqy\nZQvy8vIAwOSQbTc3N0ycOBEAsHfvXmRkZNikLUqlUlpkTKPR2KQOsl95eXnSsO1x48bBy8vLaD5d\nPy0uLsb69etrXG9cXBxWr14NX19ffPTRRzUuj+4PuvtuQECAwX1S3+TJk+Hs7GyQn8ja9PuWqft0\nhw4dpCn0q1evrlY9SUlJ2L59OwBg7ty58PX1rVY5dP/avXs3srKyAJh+fnFycsKUKVMAAMeOHZOW\nk7CmM2fO4MCBAwCAIUOGoEmTJlavg+yb/nfABx98EA0bNjSaT3fNLCsrw9q1a6tVl1JZHuow18/0\nF0nW5Zcj+ba8luzevRsA0KZNG7MdZMCAAQCAlJQU6SJqbWq1WnovuDTSv46uLwJ3+psxujQhBBIS\nEmzSlry8PKSmpgIonxdL/y779+9HaWkpAPN98YEHHpBumLr1nqrrxo0beOqppwAAn3zyCR9iCABQ\nUlIiPTCY2znD09NTulbVtC8SmaK7T/v7+6NFixYm8+mumxcuXMDFixctrkd//RPdH3KI9Fn6nRGw\nzbVx2bJl0vsZM2ZYvXyyf4cPH0ZBQQEA832xZ8+e0i6V1emLzs7O6Ny5MwDg0KFDJp+V9+/fL73v\n1q2bxfXYCwZ1LCCEwOnTpwEA7du3N5tXf2s+W42i0f1VpirtofuPbnFiLy8vNG7c2GQ+W/fF8+fP\n45FHHkFBQQE8PDwwf/58q9dB9k3XFwHz1yJPT080bdoUQM374v/8z/8gKysLUVFR1V6Qnu4/KSkp\n0mjBqt6nL168iMLCwhrVu2bNGjz99NOYMGECZs+ejQ8++ABHjhypUZkkf7rrnK2/M+oeSpo3b47m\nzZsjNzcXixYtwmOPPYZJkyZhzpw5WLt2rcEfA+nfRXefdnJyQlBQkMl8tvzOqNVqsXLlSgCAj48P\nRo4cadXySR6q+p3R2dlZCoZXty++9957UCqVOHnyJF544YUK9/r4+Hj85z//AQCMGjUKvXv3rlY9\n9sCxthsgJyqVSoos6h5MTNFPv3LlitXbcunSJSnaHRgYiJ49e1q9DrJvutXa72VfPHPmDF599VUA\nQFFREdLT03Hy5ElotVqEh4dj6dKlZneAofuTri8CVeuPly9frlFfXLduHX766Se4urrim2++qXY5\ndP+xtC8C5X+wSU9PR+vWratd77vvvmv08379+uHbb79Fq1atql02yVNRURFycnIA2P4+rfuDY5s2\nbRAXF4dZs2YhNzfXIM8nn3yCwMBArFixAn379rW4DpI33bWxcePGZqeY6NK1Wq3Vn1+2bNkitWPi\nxInSFFj6d7H0Pn369Olq98XBgwfjr7/+wtNPP43/+7//w/Lly9GxY0dp96vU1FS4ubnhmWeekf00\nfgZ1LJCfny+9d3d3N5tXP/3WrVtWbUdZWRmmTZsmBZjee+89ODg4WLUOsn+6/lhZX6xTpw4UCgWE\nEDXui9evX0dcXFyFz7t27YoFCxYgODi4RuWTPFXn2ljdvqhSqfD4448DAF5//XWzf3Gkf597fZ92\nc3NDVFQUunTpAn9/f7i5uSEtLQ1r1qzBiRMnsHv3bnTv3h179+5Fhw4dqlUHydO97Iu6AE5aWhpi\nYmKgUCgwffp09OvXD0D51JsVK1bgwoULiIqKwq5duxAeHm5xPSRfVf3OqFAo4ObmhoKCAqs/vyxf\nvlx6P336dKuWTfJxL78zAsDAgQPx9ttvY+7cubh8+bLBUhQKhQKzZ8/GCy+8IPsgI4M6FtCtGQEA\njo7mf3T6HaOkpMSq7ZgzZw527NgBAJg0aRJiYmKsWj7Jg64/VtYXFQoFHB0doVara9wX27dvLy38\nWFJSggsXLmDNmjU4fPgwhg0bhpiYGCxbtkyaA0v/DtW5Nla3L77wwgvIyMhAx44dMXfu3GqVQfev\ne3mf7tKlCzIyMuDt7V0hbcGCBfjoo4/w4osvQqVSITY2FkePHpX1IoxkmXvVF4UQKC4uBlC+Jo+T\nkxM2b96MiIgIKc+0adMwefJkDBkyBCUlJZg5cyZOnjxpcs0puv9U9TsjUN4fCwoKrPr8kpeXJy12\nGxISgpCQEKuVTfJSnWtjaWkphBAWX7Nu3LiB0aNHIyEhAc7Ozpg6dSr69u2LOnXqIC0tDcuXL8en\nn36KpUuX4tdff8Xw4cMtPyE7wW8XFqhTp470vrILXVFRkfS+siikJT744AN89tlnAIA+ffpg8eLF\nViub5EXXHyvrixqNRppHX9O+6OPjg7Fjx2Ls2LGYOHEi5s+fj8OHD+O9994DAPz666947rnnalQH\nyU91ro3V6YubN2/G999/D6VSiSVLlsDJycniMuj+di/v0/Xq1TMa0NGZO3cuZs2aBQA4ceIEtm3b\nZnEdJF/3qi/qRlboPPHEEwYBHZ2IiAhplGNycjL27t1rUT0kb1X9zgjU7D5tyi+//CIFH7lA8r9b\nda6NulkHlho1ahQSEhLg7u6OhIQELFu2DI8++igmTJiA1157DUlJSRg2bBgKCgowatQoHDt2zOI6\n7AWDOhbQ36ZXpVKZzavbahoA6tata5X6Fy9ejHnz5gEAQkNDsWHDBoMbOf276PpjbfTFu82bNw/R\n0dEAgG+//RY3btywST1kn6pzbbS0LxYXF2P27NkAgMcff5zriJFRtX2fvptuhzYA2Llzp03qIPvk\n6ekpPYTYui/q9/uHH37YZD79tMTERIvrIfmq6nfGkpISKfhizeuibh1QZ2dnTJgwwWrlkvzci++M\nQPm00z179gAAXnzxRfTo0aNCHldXV3z77bdwcnJCWVkZPvjgA4vrsRcM6ljA3d0dfn5+AFDplpP6\n6dZYIPHHH3/EE088AaB8CszmzZsN/lHQv49uLZErV65Aq9WazGftvmjKgw8+CKB8zSfu+vLvor+u\nTWXXxkuXLgGwvC9ev35dOvbcuXPSiDH91yuvvCLlX7ZsmfT5mTNnLKqL5MuSvqhLd3FxQbNmzWzS\nnrZt20rvMzMzbVIH2ScnJyf4+/sDsP13Rv1FvnV1GqOflpWVZXE9JF+6a2N2drbByLC76e6zgPW+\nM6ampko7tD344IPw8fGxSrkkT9W5T1enL+oCOgAwZMgQk/kaNWqE0NBQAJD1CEYGdSyk2+/+2LFj\nJve7ByA91Do6OtZ4u/E1a9Zg6tSp0Gq1aNWqFbZv344GDRrUqEySP11fLC0tNdge8G76AZZOnTrZ\nrD36UXT9+bJ0/9P1RQA4evSoyXwXL16URnHVpC9u2bIFcXFxFV66tcYA4Pjx49Ln169fr3ZdJC8B\nAQHStchcXwTuXBs7dOhgs80G9IeWy30RRrKc7tp44sQJaDQak/l0fVGpVFZrw4EuXbpI783df/XT\nXFxcLK6H5Ev/Pm1uioktvjPqRukAXCCZqv6d8caNG7h8+TKA6vVF/cWVKxsIoZtKbe3Fwe8lBnUs\nNHToUADlHe3gwYNG85SVlUlz5/v3728wd9BSGzduRGxsLDQaDQIDAxEfH4/GjRtXuzy6f+j6IgD8\n9ddfJvNt3LgRAODh4SHthGELKSkp0ntb/dWb7FO3bt3QsGFDAFXriwAwbNgwi+rw8fHBqlWrzL7e\neecdKf+0adOkz2saWCf5UCgU0lTQ3bt3m/yCdu7cOZw7dw6A5X3REvp/KeS25v8+uvt0fn6+QV/Q\np9VqsWXLFgBAr169zK7TZIr+4p4nTpwwmU8/jTsH/rtY+p3R2dkZUVFRNa5Xq9VixYoVAIAmTZqY\nHTFB/w4dOnRAQEAAgMr7om4ARXXu07rvpUDlI4L++ecfAJD3oAlBFklPTxcuLi4CgBgzZozRPN99\n950AIACI5cuXV7uuHTt2CDc3NwFANGvWTKSlpVW7LLo/derUSQAQ/v7+4tatWxXSU1JShJOTkwAg\npk+fbrN25OTkiMaNGwsAonHjxkKr1dqsLrJPzz33nAAgFAqFOHLkSIX0kpIS0b59ewFABAYGirKy\nMqu3ITExUbr2Lly40OrlkzysX79e6gcffvih0TyzZ88WAIRSqRSnTp2ySTuKi4tFt27dpH8Xp0+f\ntkk9ZL+ys7NFnTp1BAAxfPhwo3l++uknqb8uWrSoWvWUlpaK5s2bCwBiwIABJvMNGDBAABCOjo7i\nypUr1aqL5Ktnz54CgPDz8xMqlapC+sWLF6XnjnHjxlmlzs2bN0v9++WXX7ZKmSR/r776qtQvEhIS\nKqSXlZWJsLAwAUA0atRIFBcXW1zHwYMHpTrGjh1rMt/OnTulfDNnzrS4HnvBoE41vPjii9Iv/+23\n3xYajUZKi4+PF15eXgKA6Nixo9EHl6KiIjFmzBgxZswY8cYbbxitY//+/cLDw0PqzCkpKTY7H5Kv\nDRs2SH1x1KhR4ubNm1LahQsXpKCPm5ubuHDhgtEyXnrpJTFmzBgxfvx4o+krV64UcXFxRoNGQgix\nd+9e0blzZ6kdS5YsqfmJkexkZ2dL175WrVqJ1NRUKa2wsFBMnDhR6iM//fST0TJWrlwpXRuTkpIs\nbgODOqTzwAMPSNe+P/74Q/pcq9WKL7/8UigUCgFAzJgxw+jxJ06ckPrizz//XCH95s2b4o033hBH\njx41evypU6dEv379pP44bdo0q5wXyc9rr70m9YPXX3/d4HthQkKCqF+/vgAg2rRpI0pLSyscr9Fo\npL746quvmqxn5cqVUj3PPPOMKCoqktKKiorEM888I6U/+eST1j1JkoWdO3dK174hQ4aI3NxcKS09\nPV0KQjs7O5sMQr/++utSfzTWX+8WGxsr9bszZ85Y61RI5lQqlWjQoIH0h2n973zFxcVi1qxZUr9Z\nvHix0TJWr14t9cW///7baJ7evXsbBBX1r4tCCLFr1y7pj9JKpdLkPV0OGNSphpKSEjFw4ECpk/j7\n+4vhw4dLEUUAwtfXV5w9e9bo8fn5+VK+yMhIo3kaNWok5QkNDZU6ranXypUrbXnKZMf0o91eXl5i\n8ODBon///tIIHQcHBxEXF2fy+K5du0r5jJk6daoAIFxcXESrVq1E3759xUMPPSQGDRokmjVrJtWt\nUCjEf/7zH1udJsnAli1bpH7n6Ogo+vbtK6Kjo6WHFgDiqaeeMnn8vHnzpHw7duywuH4GdUgnPT1d\n+Pv7S/2hU6dOYvjw4aJly5bSZ127djUZrN66dauUb/78+RXSr127JqX7+PiIzp07i8GDB4sRI0aI\nDh06SA9OAER0dHSFL5L076FWq0V0dLTUH5o1ayaGDRsm3XsBiHr16pkcMaZWq6V8ffr0MVvX888/\nL+WtX7++iI6OrnANjoiIYH/8F3v33XelvuDp6SkGDRokIiIipFkICoVC/PDDDyaP79+/v3R8Zf0o\nLy9PGvnTu3dva58KyVxCQoJwdXWVAiq9e/cWQ4cOlYI9lf1B5M0335TyrVu3zmief/75x+BZxdvb\nW0RFRYkHH3xQGj2u6/efffaZrU71nmBQp5pKSkrE/PnzRb169aQOoXuQGT16tLh8+bLJY6sS1HF3\ndzcot7LXvHnzbHWqJAMrV64ULVq0qNAvunXrJvbu3Wv22MqCOtu3bxcTJ04UDRs2NNr3nJycxIgR\nI8SuXbtscWokM4cPHxZ9+vSp0E+aNWtW6dQCBnXImq5duyYmTZokPazoXh4eHuLZZ58VBQUFJo+t\nLKhTUlIi3njjDdGrVy/h4OBg9NoYEhIivv32W05HJVFaWir+93//1yC4orvvjhw50uRIWiEsC+oI\nIcSKFStEUFBQhf7YoEED8c477wi1Wm3NUyMZWr16tWjdunWFPtKlSxcRHx9v9lhLgjqLFy+W8nIU\nNxmTlJQkIiIiDP4QApQv5fDpp5+avX9WJagjhBDXr18XTz75pPD09KzQ5xUKhXjggQfE9u3bbXF6\n95RCCDNbOFGlSktLcfz4cWRlZaFu3boIDg6udKs+jUaD33//HQDg5+eHBx54oEKetWvXoqysrMrt\naNeuHTp27GhZ4+m+k5ycjEuXLsHR0RGtW7dGYGBgpcfEx8cjJycHSqUSDz/8sMl8QghcvnwZGRkZ\nyM7OhrOzM/z8/NChQwfuokEVXL58GampqSgpKUGzZs3QqVMnKBQKs8ckJSVJ24/379/f4gXrcnJy\nEB8fDwAICQnhwrQEAMjLy8PJkyeRm5uLBg0aoEuXLnBzczN7THZ2Nnbv3g0AaN++vdkdifLz83Hp\n0iVkZGSguLgY3t7e6NChA7ftpQrUajWOHz+Oq1evwtPTEx06dKj0OieEQFxcHADA19cXAwYMqFJd\nZ86cwcWLF6HRaNCsWTN07NgRSiX3R6E7zpw5gwsXLkCpVCIoKKhKi2fv2rUL165dAwA8/PDDZvvU\noUOHpAVqhw4dCnd3d+s0nO47GRkZSElJQWFhIZo2bYrOnTtXer06c+YMkpKSAAB9+/ZFo0aNzOYv\nKytDcnIyMjIyoFarUa9ePXTs2BH16tWz2nnUJgZ1iIiIiIiIiIhkiCF7IiIiIiIiIiIZYlCHiIiI\niIiIiEiGGNQhIiIiIiIiIpIhBnWIiIiIiIiIiGSIQR0iIiIiIiIiIhliUIeIiIiIiIiISIYY1CEi\nIiIiIiIikiEGdYiIiIiIiIiIZIhBHSIiIiIiIiIiGWJQh4iIiIiIiIhIhhjUISIiIiIiIiKSIQZ1\niIiIiIiIiIhkiEEdIiIiIiIiIiIZYlCHiIiIiIiIiEiGHGu7AURERESWSk1NxZEjR6BUKjF+/Pja\nbk6tO3v2LA4fPgwAiImJgUKhsHmd6enpSEhIQP369TF48GCb12cr69atQ0FBAaKiouDr61vbzSEi\nIrIIR+oQERGR7Pz111+IjY3FhAkTarspdmHz5s2IjY1FbGwsNBrNPanziSeeQGxsLI4fP35P6rOV\n3bt3IzY2FvPmzavtphAREVmMQR0iIiIiO7Vp0yb88ssvOHToUG03xUB8fDzWrVsHPz8/PPXUU7Xd\nnBp56aWX4O7ujmXLluHYsWO13RwiIiKLMKhDREREZKfmzp2L2NhYLFq0qLabIhFC4IUXXgBQHhCp\nU6dOLbeoZho0aICnnnoKWq0Wc+bMqe3mEBERWYRBHSIiIiKqsm3btuH48eNwdnbGtGnTars5VjFr\n1iwA5SOQOFqHiIjkhEEdIiIiIqqyr7/+GgAwbNgw1K9fv5ZbYx2tWrVCz549Adw5PyIiIjng7ldE\nRER26NatW1i/fj0AYMCAAWjUqFGFPNu3b8e1a9cAANHR0fD29q6QZ8OGDcjPz0fr1q3RtWvXCumF\nhYX4559/kJGRgVu3bsHX1xchISHw9PQ02i7djkcAEBERAT8/P7PnceDAAfzzzz9wdnbGww8/bDJf\nWloa0tLSpDaEhYXBw8PDbNlVJYRAUlISLl++jNLSUjRu3BhhYWFwcnIyeUxCQgLS09PRqFEjDBgw\nAABQVlaGI0eOICMjA/Xr10f37t3h5uZWpTbk5OTg6NGjKCgoQEBAADp37iztUPXbb79Bq9UiLCwM\nbdq0AQAcOnQIaWlpyMvLAwCcP38ev/zyi0GZQUFB6N69u9l6z5w5g7Nnz8LZ2RkhISGV/r4qk5mZ\niXXr1gEAJk6caDZvUlISkpKSKv3dHz16FCkpKfDw8MCIESOkzxMTE3Hx4kX4+voiKioKAKBWq3Hk\nyBFcvXoV/v7+6Ny5MxwcHIy289SpUygsLESnTp0QGBhY6blNnDgR+/fvx48//oiPPvrI5L8BIiIi\nuyKIiIjI7pSWlgoPDw8BQHz00UcV0jUajahfv74AIACIlStXVsiTn58vHB0dBQDx9ddfG6QtW7ZM\nDB48WLi4uEhl6F4ODg5izJgx4p9//qlQZnZ2tnBychIAxGuvvWb2HLRarWjRooUAIB566CGj6d99\n951o3bp1hTY4OTmJyZMni8zMTKNlL1y4UGqrKUVFReKtt94SDRs2rFC+p6eneOmll0RhYaHRY4cP\nHy4AiMjISCGEED///LNo2rSpQRnu7u7iww8/NPszyMnJEdOnT5d+ZrpX27ZtRXx8vBBCCAcHBwFA\nLFy4UDpu5syZFdp892vmzJlS/s8//1z6XK1Wi6SkJNGjRw+D/AqFQsTGxor8/HyzbTbn+++/l8rL\nzs42m3fKlCkCgAgLCzObb8SIEQKAGDhwoMHnMTExAoAIDw8XQgixfPly0bhxY4Nzat++vUhMTJSO\nuXbtmhg/frxQKpUG+UaNGiXy8vLMtuPEiRNS/nXr1pnNS0REZC84/YqIiMgOOTk5oW/fvgDKR+Tc\n7dixY8jJyZH+31ie3bt3o6ysDAAwcOBAg7SFCxdiy5YtcHd3R0hICIYPH46oqCj4+/tDo9EgLi4O\nPXr0QFpamsFxDRo0QHR0NABg5cqVEEKYPIeEhAT8888/AICpU6capJWVleGRRx7BjBkzcPbsWdSr\nVw+DBg3Cww8/jNDQUKjVaqxYsQLdu3fH+fPnTdZhyo0bN9C/f3+8+uqryM7ORtOmTTFs2DCMGjUK\nrVq1Qn5+Pj744AP0798fBQUFZsv65ptvEBsbC61WixEjRmDo0KHw9PREQUEBXnzxRXz00UdGj1Op\nVIiIiMD3338PtVqNpk2bYuTIkRg8eDAyMjIQHR2NHTt2GD22R48eiImJgZeXFwCgZcuWiImJMXj1\n6NHD6LEnTpxA7969kZycjMjISIwaNQrNmzeHEAI///wzRo8ebcFP0tCuXbuk9jRo0MBs3qNHjwIA\nQkNDa5zvm2++wdSpU+Hk5IQHH3wQERERcHJywunTpzFs2DCcO3cON27cQL9+/RAXF4fw8HCMHj0a\nrVu3BgCsXbsW48ePN9uO4OBg1K1bFwCwc+dOs3mJiIjsRm1HlYiIiMi4Dz74QAAQHh4eQq1WG6R9\n+OGHAoA0eiQgIKDC8XPmzJHy3O2zzz4Te/bsEVqttkLa6tWrha+vrwAgoqKijKbj9oiGXbt2mWy/\nbrRJ/fr1RUlJiUHa3LlzpZE2H374oSguLjZIT0xMlM6te/fuFco2N1JHq9WKQYMGCQDCy8tL/Pbb\nbxXO89dffxVubm4CgHj00UcrlKEbqRMYGCjc3NzExx9/LDQajZSenZ0tQkJCBABRp04doVKpKpQx\nffp06ef03nvvGRyfl5cnxo0bJ1q0aCGNKtEfqaMTHBxcYVSOMfojddq2bSvGjx8vcnNzpXS1Wi0e\ne+wxKc+ff/5ptjxTgoKCBAARExNjNl9JSYk0OunLL780mS8rK0tq048//miQphup07RpU+Hu7i4W\nLlxo8Hs8ceKE8Pb2FgDE1KlTxeTJk0Xbtm3FmTNnpDxarVY8//zzUh1bt2412+6IiAiTfY6IiMge\nMahDRERkp/7++2/pYXTv3r0GaUOHDhUAxMcffywFJ9LS0gzyhIaGCgBi8uTJFte9fv16qe7U1FSD\ntJKSEmnql7GAiBDlU5+8vLwEAPHUU08ZpKWlpUlTjsxNX0pMTJTasGnTJoM0c0GdtWvXVukh/uuv\nvxYAhKOjo7hy5YpBmi6oA0C8/PLLRo/ft2+fyYDExYsXpWDN7NmzjR6vVqtFx44dpTKsFdTp2rWr\nKCsrq5CnqKhImopWnT4hhJACNc8//7zZfIcPH5baoz896m4bN26U8p0+fdogTRfUASBeeOEFo8cv\nWLBA6gcuLi7i7NmzFfIUFxcLHx8fAUA8/vjjZts9ceJEAUA0bNjQbD4iIiJ7welXREREdio0NBT1\n6tUDYDi9qqysTFqseOjQoejTp0+FPLm5uTh+/DiAilOvqmLYsGHS1J89e/YYpDk7OyMmJgYAsGrV\nKhQXF1c4fu3atdIiv1OmTDFIW758OTQaDby9vfHMM8+YbEPPnj2lKTkbN26sctu/++47AECvXr2k\nBXaNmT59Otzc3FBWVoatW7cazePg4IC5c+caTevVqxd8fHwA3JlCpPP7779Dq9UCAF588UWjxzs6\nOuL55583fzLV8OKLLxpdPNjV1RWDBg0CULG9VaFSqaBWqwGg0l2vdOU7ODigS5cuJvMdOXIEAODh\n4SEtEm3MnDlzjH6uOx+NRoOHHnoIrVq1qpDHxcUFDzzwAABUul257vd548YN6fdHRERkz7j7FRER\nkZ1SKpXo168f/vjjD8THx+O1114DABw8eBC3bt1C48aN0b59ewwcOBDbtm1DfHw8Zs2aBQDYsWOH\n9FAaERFhsg6NRoNz587hwoULyM/Pl9bgAQA3Nzfk5eVJ6+Lomzp1Kr7++mvk5eXhjz/+kII8Oj/8\n8AMAoG3bthXWftEFpBo3biztpCT01ubRvRdCwNnZGQCQmppa2Y+rQvne3t5YvXp1hTL166lbty6K\niopMlt+uXTvpQd+YgIAA3LhxA9evXzf4/O+//wYANGnSxGigQUe3s5Y16YJ8xgQEBABAhfZWhf4a\nTsZ2WtOnC560a9fO7A5huqBOly5doFQa/1tjYGAgmjRpYjStWbNm0ntz563LV9l5685Lo9FApVLd\nN1u2ExHR/YtBHSIiIjs2cOBA/PHHH0hMTERxcTFcXV0RHx8P4E6wRjcSR3/RXV2eli1bSg/y+nJy\ncvDmm29ixYoVuHHjhtk26Ebc6AsPD0fbtm2RkpKCH374wSCok5WVJY18uXuBZAC4cuUKAOD06dMY\nN26c2bp1VCpVlfIVFhYiNzcXQPnonqqO8DFVfmWLAesCFnePVsrKygIANG/e3OzxlaVXh7k2m2pv\nVehvMV/Z4tK6oE5liyTrgjphYWEm85g7HxcXF+m9r69vpfkqO2/989I/XyIiInvFoA4REZEd0wVs\nSkpKsHfvXkRGRkoBm8jISABAt27dULduXWRlZSE5ORnBwcFSHmNTr1QqFXr16iWNTvHw8EBwcDAa\nNmwIV1dXacTEX3/9hfz8fGg0GqNtmzJlCubPn48tW7YgOzsbDRs2BAD8+OOPKCsrg1KpxKRJkyoc\np3uwDggIQM+ePav0c9DtYlQZ/Yf2Ll26oF27dlU6rmvXrkY/NzaNyRhx1y5guhFPjo7mv2pVtXxL\nVKXMu9tbFT4+PlAqldBqtQajdoyVrZv6Zy5Yo1KppFFg5vKZGsFTnXyVnbcuwOnl5SWNEiMiIrJn\nDOoQERHZsY4dO8LPzw9ZWVnYvn07+vTpg8TERAB3AjYODg7o168f1q9fj+3bt8PHxwenT582yKPv\n3XffRWpqKhwdHbFo0SJMmTLFaPAhMDAQ+fn5Jts2efJkvPbaaygrK8NPP/2E5557DsCdqVcRERFG\nR6L4+Pjg8uXLCAoKwi+//GLZD6QS3t7ecHBwgEajQWRkJD7++GOrll9VurWQKpvuU51pULXFwcEB\nDRs2xNWrV822Oy0tTeo35oI1hw4dkt5XNqLnXtGdV+PGjWu5JURERFXDhZKJiIjsnG7dlfj4eOzb\ntw/FxcVo2bIlAgMDpTy64E18fLw0Sgcwvp7Oli1bAABjx47FjBkzjAZ08vPzkZ6ebrZdzZs3l8rX\nBXJOnjwpjdK4e4FkHd2D/oEDB1BUVGS2DksplUppYd6dO3datWxLBAcHAwDOnTtndPqazuHDh82W\no1AorNqumgoPDwcA6XdsjP4izO3btzeZ76+//gJQPjVK9/OqbbppY1UdQUZERFTbGNQhIiKyc7qA\nzd9//421a9cafHZ3nl27dknr2XTo0AGNGjWqUN7NmzcBQNrdypjvv//eYNFkU3SBm6NHjyI5ORnL\nly8HALi7u2PMmDFGjxk7diyA8vVLvvjii0rrsJSu/CNHjpjc1crWhgwZAqB8wd2VK1eazKfbqcsU\nV1dXANVbA8cW+vfvDwA4ceKEyTbp7zBVUlJiNM/169exbNkyAECnTp0qnaZ2L2RkZEjrPenOk4iI\nyN4xqENERGTndAEbjUaDJUuWGHym07lzZ/j6+kKlUklTmkxtZR4UFAQAWLduHa5du1YhfefOnXjl\nlVfM7lqkM2bMGGlB2e+//x4//fST9Lm7u7vRY4YOHSptMT1//nz8/PPPZus4f/68tPhxVTz99NPS\nbkkTJ07E/v37TeYVQuDYsWNW3766T58+0oik1157DSdPnqyQZ8WKFdiwYYPZ0Ti66WtJSUlWbV91\n6baIV6vV0g5fd9MP6hj73apUKowdO1ZanLpt27ZWb2d17Nu3D0D56ChT/3aIiIjsTe3/WYSIiIjM\natWqFZo3b47Lly9LoyPufuhUKBQYMGAAVq9ebTKPzuzZs7F161ZkZGSgc+fOmDFjBlq3bo2CggLE\nx8dj7dq1eOaZZ7Bp0yakpKSYbZtuRM7y5cvx2WefQa1WAzA99Urnt99+Q58+fXD+/HlMmDABn376\nKUaMGAF/f3+UlJTg6tWrSE9Px44dO5CamorExMQqT4nx9PTE2rVrMWjQIFy7dg29e/dGdHQ0Bg4c\nCD8/P+Tn5+Pq1au4cOECtm3bhszMTBQVFUmjYqxl6dKl6NOnD3JzcxEeHo7p06ejW7duKCkpwebN\nm7F27Vq8//77eOWVV6DRaIwGd6KiovD777/j+PHjmDRpEiIjI6VgW1BQELp3727VNlemU6dO6Nq1\nKw4fPoxVq1ahb9++FfLopl+5urriP//5D44ePYp+/frBzc0NSUlJWLFihcG0u507d2LevHmYNm2a\n2elatrZq1SoA5T9zf3//WmsHERGRRQQRERHZvSlTpggAAoAIDg42muerr76S8iiVSnHjxg2T5b3x\nxhtCqVRK+fVfTz/9tFCr1aJt27YCgHjqqafMtm379u0Gxzdv3lxoNJpKzyknJ0dMmjRJODg4GG2H\n7hUUFCRSUlIMjl24cKEAIBwcHEyWn5qaKiIjI82WrVAoRGhoqCgtLTU4dvjw4QKAiIyMNHsOffr0\nEQBETEyM0fQdO3aIJk2aGK17zpw5oqysTCgUCgFALFq0qMLxRUVFom/fvkaPnzlzppTv888/lz5X\nq9Um2/vmm28KAMLLy8vseZmzdOlSAUA0aNCgQl3Z2dlSO7744gvh5+dXod2NGzcW+/btE02bNjX4\nPahUKoOyYmJiBAARHh5usi2ZmZlSGT///LPJfHPmzBEARNOmTY2m5+XlCVdXVwFArFmzxoKfBhER\nUe3iSB0iIiIZmDRpkrQ+ibHFj4HyaU0xMTEAgCZNmqB+/fomy3v99dfxyCOPYPXq1Th79iwcHR0R\nGBiIMWPGSNuADx8+HCEhISa3+9aJiIjAjBkzUFBQAAAYPHhwlbaXrlevHlasWIF33nkHmzdvxsmT\nJ5Gbmwt3d3f4+flJCzG3bNmywrFt27ZFTEyM2e27W7dujW3btiE5ORnbtm1Damoqbt68iXr16sHP\nzw8tWrRAZGQk/Pz8Khzbr18/eHh4oFOnTmbPISoqCs2aNUPv3r2Npg8YMAApKSmIi4vDwYMHUVhY\niICAAIwbNw7BwcHIycmRttn29vaucLyrqyt27tyJjRs3Ys+ePcjMzERpaSmEEOjRo4eUr02bNtLv\n3tzPPjg4GDExMSanxlVFbGws5s2bh2vXrmHDhg146KGHpDT9RZIffvhhjB8/HsuXL8epU6fg4uKC\nrl27Yvz48ahbty7+/PNPLFq0CO7u7hg5cmSFNZ50P1Nz29m7ublJ5x0QEGAyX2hoKGJiYuDj42M0\n/ddff0VxcTH8/f0xcuTIyn8IREREdkIhdN8kiIiIiOie2r59u7ROzcmTJ9GxY8dablHVfPrpp3ju\nuefQo0cPHDhwQPr8/fffx8svvwxfX1+j6zXZo7KyMrRv3x7nzp3DypUrMXHixNpuEhERUZVxoWQi\nIiKiWvLtt98CABo0aFCr68lY6sknn0SbNm1w8OBBrF+/Xvpct0hyZSOc7MkPP/yAc+fOoXv37pgw\nYUJtN4eIiMgiDOoQERER2UhaWprJtMWLF0u7Q82YMcPsVDJ74+TkhK+++goxMTEGO3vppl917ty5\ntppmsXPnziEmJgZffPGF2Z3IiIiI7BGnXxERERHZiLOzM8LDw9G7d280a9YMXl5eyMjIwLp166Qt\ntFu1aoWjR49KW8PLVWFhITw9PaHVavHtt99ixowZtd0kIiKi+x4XSiYiIiKykaCgIOzZswd79uwx\nmh4VFYUVK1bIPqADACdOnIBWqwUgr5E6REREcsagDhEREZGNnDp1CgcOHMC+ffuQkZGB7Oxs1KlT\nBy1atMCgQYMQFhZW2020mpKSEmknquDg4FpuDRER0b8Dp18REREREREREckQF0omIiIiIiIiIpIh\nBnWIiIiIiIiIiGSIQR0iIiIiIiIiIhliUIeIiIiIiIiISIYY1CEiIiIiIiIikiEGdYiIiIiIiIiI\nZIhBHSIiIiIiIiIiGWJQh4iIiIiIiIhIhhjUISIiIiIiIiKSIQZ1iIiIiIiIiIhkiEEdIiIiIiIi\nIiIZYlCHiIiIiIiIiEiGGNQhIiIiIiIiIpIhBnWIiIiIiIiIiGSIQR0iIiIiIiIiIhliUIeIiIiI\niIiISIYY1CEiIiIiIiIikiEGdYiIiIiIiIiIZIhBHSIiIiIiIiIiGfp/LkEJ2CTHVuMAAAAASUVO\nRK5CYII=\n"
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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QGOCLQH8fODs7VPq+REREREREVHVM6hCZCIVCXnhEegW2RGm1WuQoc5GVlYOs7BxkZyv/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d8av8/J6R8XjltsesX3H+JeD9XoCu2vK5414BbnrE+nU3RfIe4MtxpvcFtgce3gs0JcG0Tivl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\nSUVORK5CYII=\n"
          }
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Proportion of scattered light at 10%: 0.05\n",
            "Proportion of scattered light at 20%: 0.08"
          ]
        }
      ],
      "source": [
        "fig, ax = plt.subplots()\n",
        "ax = df[\"Transmitted 10%\"].plot()\n",
        "ax = df[\"Reflected 10%\"].plot(ax=ax)\n",
        "ax = df[\"Absorbed 10%\"].plot(ax=ax)\n",
        "ax.set_xlabel(r\"wavelength ($\\mu$m)\")\n",
        "ax.legend()\n",
        "\n",
        "fig, ax = plt.subplots()\n",
        "ax = df[\"Transmitted 20%\"].plot()\n",
        "ax = df[\"Reflected 20%\"].plot(ax=ax)\n",
        "ax = df[\"Absorbed 20%\"].plot(ax=ax)\n",
        "ax.set_xlabel(r\"wavelength ($\\mu$m)\")\n",
        "ax.legend()\n",
        "\n",
        "plt.show()\n",
        "\n",
        "print(f\"Proportion of scattered light at 10%: {df['Reflected 10%'].mean():.2f}\")\n",
        "print(f\"Proportion of scattered light at 20%: {df['Reflected 20%'].mean():.2f}\")"
      ],
      "id": "0d5ac1a9"
    }
  ],
  "nbformat": 4,
  "nbformat_minor": 5,
  "metadata": {
    "kernelspec": {
      "display_name": "Python 3",
      "language": "python",
      "name": "python3"
    }
  }
}