{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Editing a scene" ] }, { "cell_type": "markdown", "metadata": { "tags": [] }, "source": [ "## Overview\n", "\n", "In this tutorial, you will learn how to modify a Mitsuba scene after it has been loaded from a file. You might want to edit a scene before (re-)rendering it for many reasons. Maybe a corner is dim, or an object should be moved a bit to the left. Thankfully we can use the *traverse* mechanism to perform such modifications in Python with Mitsuba 3. As we will see in later tutorials, this mechanism is also essential for inverse rendering applications and more.\n", "\n", "
\n", "\n", "🚀 **You will learn how to:**\n", "\n", "\n", "\n", "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Loading a scene\n", "\n", "Following the same steps as in [Mitsuba quickstart tutorial][1], let's import `mitsuba`, set the desired variant and load a scene from an XML file on disk.\n", "\n", "[1]: https://mitsuba.readthedocs.io/en/latest/src/quickstart/mitsuba_quickstart.html" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import drjit as dr\n", "import mitsuba as mi\n", "mi.set_variant('llvm_ad_rgb')\n", "\n", "scene = mi.load_file(\"../scenes/simple.xml\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's quickly render this scene." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "original_image = mi.render(scene, spp=128)\n", "\n", "import matplotlib.pyplot as plt\n", "plt.axis('off')\n", "plt.imshow(original_image ** (1.0 / 2.2));" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Accessing scene parameters\n", "\n", "Any Mitsuba object can be inspected using the [traverse()][1] function, which returns a instance of [SceneParameters][2]. It has a similar API to Python `dict` and holds all parameters that are exposed by the input object and its children. Therefore, when given a scene as input, this function will return the parameters of all the objects present in the scene.\n", "\n", "Let's print the paramters available in our teapot scene.\n", "\n", "[1]: https://mitsuba.readthedocs.io/en/latest/src/api_reference.html#mitsuba.traverse\n", "[2]: https://mitsuba.readthedocs.io/en/latest/src/api_reference.html#mitsuba.SceneParameters" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "SceneParameters[\n", " ----------------------------------------------------------------------------------------\n", " Name Flags Type Parent\n", " ----------------------------------------------------------------------------------------\n", " sensor.near_clip float PerspectiveCamera\n", " sensor.far_clip float PerspectiveCamera\n", " sensor.shutter_open float PerspectiveCamera\n", " sensor.shutter_open_time float PerspectiveCamera\n", " sensor.film.size ScalarVector2u HDRFilm\n", " sensor.film.crop_size ScalarVector2u HDRFilm\n", " sensor.film.crop_offset ScalarPoint2u HDRFilm\n", " sensor.x_fov ∂, D Float PerspectiveCamera\n", " sensor.principal_point_offset_x ∂, D Float PerspectiveCamera\n", " sensor.principal_point_offset_y ∂, D Float PerspectiveCamera\n", " sensor.to_world ∂, D Transform4f PerspectiveCamera\n", " teapot.bsdf.reflectance.value ∂ Color3f SRGBReflectanceSpectrum\n", " teapot.silhouette_sampling_weight float PLYMesh\n", " teapot.faces UInt PLYMesh\n", " teapot.vertex_positions ∂, D Float PLYMesh\n", " teapot.vertex_normals ∂, D Float PLYMesh\n", " teapot.vertex_texcoords ∂ Float PLYMesh\n", " light1.sampling_weight float PointLight\n", " light1.position Point3f PointLight\n", " light1.intensity.value ∂ Color3f SRGBReflectanceSpectrum\n", " light2.sampling_weight float PointLight\n", " light2.position Point3f PointLight\n", " light2.intensity.value ∂ Color3f SRGBReflectanceSpectrum\n", "]\n" ] } ], "source": [ "params = mi.traverse(scene)\n", "print(params)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As you can see, the first level of our scene graph has 4 objects: \n", "\n", "- the camera (`sensor`)\n", "- the teapot mesh (`teapot`)\n", "- two light sources (`light1` and `light2`). \n", "\n", "Some of those objects have nested child objects, like `teapot.bsdf`.\n", "\n", "Names like *teapot* are defined in the `id` field in the XML file. Parameters such as `teapot.vertex_positions` or `sensor.far_clip` are documented in their respective parent's plugin documentation (see [PLYMesh][1] and [PerspectiveCamera][2]). The plugin documentation lists which parameters are exposed, as well as all input parameters it takes in the XML file.\n", "\n", "If you wish to modifiy a plugin's parameter that is not exposed with `traverse`, you still have the option to modify the XML file directly. `traverse` is merely a convenience function to edit scene objects in-place.\n", "\n", "Individual scene parameters can be accessed with the `__getitem__` operator, providing the `key` corresponding to the parameter. Let's print some scene parameter values.\n", "\n", "[1]: https://mitsuba.readthedocs.io/en/latest/src/generated/plugins_shapes.html#ply-stanford-triangle-format-mesh-loader-ply\n", "[2]: https://mitsuba.readthedocs.io/en/latest/src/generated/plugins_sensors.html#perspective-pinhole-camera-perspective" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "sensor.near_clip: 0.009999999776482582\n", "teapot.bsdf.reflectance.value: [[0.9, 0.9, 0]]\n", "light1.intensity.value: [[100, 100, 100]]\n" ] } ], "source": [ "print('sensor.near_clip: ', params['sensor.near_clip'])\n", "print('teapot.bsdf.reflectance.value:', params['teapot.bsdf.reflectance.value'])\n", "print('light1.intensity.value: ', params['light1.intensity.value'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Edit the scene" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Similarly to a Python `dict`, parameters can be modified in-place using the `__setitem__` operator. However, it is necessary to call the `SceneParameters.update` method to properly apply the desired changes.\n", "\n", "Some objects need to be notified if the children have been updated. For instance, a change to the vertex position buffer of a mesh will trigger the recomputation of the Embree/Optix BHV.\n", "\n", "Internally, the `SceneParameters` object will record every update written to it.\n", "Using `SceneParameters.update` will propagate all updates through the dependency graph, and perform all necessary updates to the parent objects." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "# Give a red tint to light1 and a green tint to light2\n", "params['light1.intensity.value'] *= [1.5, 0.2, 0.2]\n", "params['light2.intensity.value'] *= [0.2, 1.5, 0.2]\n", "\n", "# Apply updates\n", "params.update();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Mesh editing is also possible but requires specifying the layout of the stored data. See [transformation toolbox][1] and [mesh manipulation][2] for more geometry and mesh operations.\n", "\n", "[1]: https://mitsuba.readthedocs.io/en/latest/src/how_to_guides/mesh_io_and_manipulation.html\n", "[2]: https://mitsuba.readthedocs.io/en/latest/src/how_to_guides/image_io_and_manipulation.html" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "# Translate the teapot a little bit\n", "V = dr.unravel(mi.Point3f, params['teapot.vertex_positions'])\n", "V.z += 0.5\n", "params['teapot.vertex_positions'] = dr.ravel(V)\n", "\n", "# Apply changes\n", "params.update();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "After rendering the scene again, we can easily compare the rendered images using `matplotlib`. " ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "nbsphinx-thumbnail": {}, "tags": [] }, "outputs": [ { "data": { "image/png": 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wOC4dTjQcDofD4XA4HA7HpcOJhsPhcDgcDofD4bh0ONFwOBwOh8PhcDgclw4nGg6Hw+FwOBwOh+PS4UTD4XA4HA6Hw+FwXDqcaDgcDofD4XA4HI5LhxMNh8PhcDgcDofDcelwouFwOBwOh8PhcDguHU40HA6Hw+FwOBwOx6XDiYbD4XA4HA6Hw+G4dDjRcDgcDofD4XA4HJcOJxoOh8PhcDgcDofj0uFEw+FwOBwOh8PhcFw6nGg4HA6Hw+FwOByOS4cTDYfD4XA4HA6Hw3HpcKLhcDgcDofD4XA4Lh1ONBwOh8PhcDgcDselw4mGw+FwOBwOh8PhuHQ40XA4HA6Hw+FwOByXDicaDofD4XA4HA6H49LhRMPhcDgcDofD4XBcOpxoOBwOh8PhcDgcjkuHEw2Hw+FwOBwOh8Nx6XCi4XA4HA6Hw+FwOC4dTjQcDofD4XA4HA7HpcOJhsPhcDgcDofD4bh0ONFwOBwOh8PhcDgclw4nGg6Hw+FwOBwOh+PS4UTD4XA4HA6Hw+FwXDqcaDgcDofD4XA4HI5LhxMNh8PhcDgcDofDcelwouFwOBwOh8PhcDguHU40HA6Hw+FwOBwOx6XDiYbD4XA4HA6Hw+G4dDjRcDgcDofD4XA4HJcOJxoOh8PhcDgcDofj0uFEw+FwOBwOh8PhcFw6nGg4HA6Hw+FwOByOS4cTDYfD4XA4HA6Hw3HpcKLhcDgcDofD4XA4Lh1ONBwOh8PhcDgcDselw4mGw+FwOBwOh8PhuHQ40XA4HA6Hw+FwOByXDicaDofD4XA4HA6H49LhRMPhcDgcDofD4XBcOur73QGHw+FwOByOhwnheb4HgGyW5dF/PMtyh+NBhRMNh8PhcDgcjg8TASITCXwf5HM06xpdlgHUQZZnACkX8hAC0GUg6bqs6zJkWQKw1fUOx4MOJxoOh8PhcDgcLxARQANgHsWoImE4iECfhUyQVEyVaLQZqEIhENSxk6RUQcgH9P1W32dIm8cJOM/A0l0bjgccTjQcDofD4XA4XgACgEkAJvp/CvFIRADzAORQPBldlm2qIF6KEAqxAArpAKSdpCuiHigB6HV9HYBpAqokZIPLHY4HDU40HA6Hw+FwOF4AIsRLMYV4NWZR/tcBqPR/DSEa62zWqTej0fUtxFNBsjEZBXBMgqxvIe1OA7AI0lbXAxuXUjkeUDjRcDgcDofD4XieCBBjfwohGAdBCAHjMY6ivG8CMAvANYjRxdiNqZKMAOCJHjiMIr86DMDTSaRTAcAiitSKnpKoUqp1BI6SEIxnepFSORwPGpxoOBwOh8PhcDxPZACrLEQC2I3DmITirahMAHilyyahkIcawLUoZGQehHBkiByqz0AHWddD9tlmkWHx/UkqMRwOx4MGr6PhcDgcDofD8QLQQYx+vihfiiiZpJg1it4LgkQiQQhGHYR4JMh7xn3QQwLIOhKMtQaDrz1Gw/EAwz0aDofD4XA4HC8Q6wxkZRjXosRQEBNIXMYUIoHaopALoMRmPFoBZ0naOocQi0pZSQUhNIzhSBBPykkSydQme10Nx4MLJxoOh8PhcDgcLxAtAGSgyUBtArqvaYzGFsAy7aayPQiy/izJK6PEbEQImThOJVPVml4TiEfjTgJuJ4ntcJLheJDhRMPhcDgcDofjBYLxFOsM1AmAxlhUSSRQ9EKs1ZMRIQuYRaqDEId5KMHiW5VDZf2/zeK52CjZuJWUiNyH83U4ng+caDgcDofD4XB8GEgQElBDZFQ5ACECM5TK4FsIaWCcxiaX96sM9BqnEZVQMDtVq94MxmRsWLAvuTfD8eDDiYbD4XA4HA7HhwF6NVbqtcgAkICsdTWYmWqbhTxcU69Hpx6LJpSsVR1KMHmHEjS+zsAqAR/wuhmOKwQnGg6Hw+FwOByXgA4AckllGwzx6CGB3TEUolBBDDGmyWUa3BYli1XS9ydJJFNrD/52XCE40XA4HA6Hw+G4BJBQMAUtiUUFeWWId6IPEn8RQyElTIfbowSOk2Sc62vpcinHFYPX0XA4HA6Hw+G4JCSIR2KjsqgEIRe1vu8gpILbJkga3KzrGOAdULwbdxJwmiTOw+G4SnCPhsPhcDgcDsclgvEXLLZXsVo4xPA6jOLxyJBtJqHM/DKDFdTr0Wnwt1f/dlxFONFwOBwOh8PhuGR0EK9GAyEancZhVKGkuZ0pAdloqtsI2YYB4FtIXIatOu5wXCU40XA4HA6Hw+G4ZDC+ogu7xfoixFMxCUI0pqHIqSoIMbGSq7Mknx2OqwgnGg6Hw+FwOBwvAlqUYnsL9WbUAEIAbsYSDH4ACRAP0FockExUK62d4aopx1WFB4M7HA6Hw+FwvAiYBan4PQ0iiQoAEIR0RJVTbbNsNwslYJyyqqMIHAU31hxXF+7RcDgcDofD4bhk1BCCwVetaW4nEALR5yKnmgQhHEEL+7Fw3zQANytg2XmMhuNqwomGw+FwOByOlx3CBe8ZT/HhgORhwv/qraiUcMwCcKxZqRr1drRaNbzWzlQax3EzAk9p8b8AISNZOxg0By77PO73vs/5HusdjsuGEw2Hw+FwOBwvK1QQgz5CPAVzI09aqpzphXgQgrY9CcC1KMSCAd4kENsMPN1L+1M9bqdxHCzS1+rxg/btIyshFQ2AhXpDKiUsre7LF/sBlLobOYuHZJ13M1jxmIAHnDteHISc83MitCGEZ9/I4bhPGNzN4e5lMe5+zrm8LFK6e5nD8aDgOf5Uv+zgzyYHMYH8zlcQ4zxAjHuml53q+0koBIB3TxNKlqhVBn6jBc5MnQtuN77bKH0Ke44xDeX/3KwLGgB+LZQ2ZmG3qvhMM1G1Ggx+mrS4n6a87XM55sb0s7Z9DbuzyVze6XlmPW9WKx+yZEHIUG8+k/j0pgihwwE8+7PJPRqOK4cYd4mFfY2X7dueJCONfinHRKPv5eX2ncPhcDwYqFBSxDbqDYhKGmaGQHBdo8Y9tyMp4IuVt5PO9LcQo5qeCeBukhFHbCOieEhIJhoTl0FDq82lrykDrSEaWT0UvXolki5PRl7VZ81MZTwfKUu7Q/9Mm8i7XgqOAauSZ3uODEQPhWC0WT4nFA8PSUmLEmNCAsIq55chPXM8PHCPhuNKIUagroFK3cgxlvf2Fq2q4snIWd7HKO9JNlKSl93Xko/NBlivga5zsuG4/3CPxn74s+nhB0lBhHgG6KW4FuU9vQazULwam1yM/wq78qKVmZXv1FswGNe4O3aDhIRojDFPD0Klx6Ycq1YvRg0x7oO2P4+yHTNOkYj0kHNI2j8W7+N5W/LR62d6Jew6oEijSAq4nNKwoH3MKNKtCKlWzveVGcMqlPgRnvdaiQiJGfvDz044Xj54tmeTEw3HlUHTyGsyESJB0jCZ7AbH1bW87C1L70Rd70qpuIz7d90u6eh7YLUCbt++2wPicLyUcKKxH/5sejjBjE2zADxaAQdGgsSZ85TVUNZbYJ3VMwHgPJVZ+B7A7ZHHmlIjwkpr+TygDIvpZmn0h1AICA3xaLZh2wex7J8gKW2n2ia7slXjfBp2ZU/rXLwyST9bIkFPAr0ZNOr5mEpG+lSpPKrLu8TJZrnCqO/RvkLxJPFYVSjbd1nIHpti3ZAt9L+Skh5OPB5GuHTK8VCAnozJBFgsdr0YXEevBQC0rfwnISGZsCSjqoDtVshLjEIy6no3m0fblofO6al7NxwOh+OyQYO9CaVS9iKIoZ6NF4DGLQ3cTQbOc5HurJRkMI6gt0a4ndk37dg+AIZEhGJkMyibEqnWfG5MW+wfpUltLu3Qa3GiTKDWk2CfWhQvBr0JSY/HGAnrmej1OIOXQv/3ug8lUCRJPG+CbaXR/hm7pIVjN5ZF1eY5Wem1YBskP/TmTEx/SAZ77HphHA8vnGg4rgRiBKZTYD4HDg4KceCraYQ4VJV4HjYb+T+ZyP52W8qluH3TyOft9u5Acf6PEVguPWbD4XA4LgskGEz/OlGCMdP/h7HESwBimFL21CnJYBalHjJzTtmQlQkBpQJ3GL2AuwO+bSwHyQX7G4PESAxxGdjTrk5O0Zge+p8LgZiN9iE54pi0kOOkUORPlhykbI4bjLfBeGJCVmMfhZztOOZDIUWDJ9/IniypyxDCQ8KWSbDy3e32ZvxJ1ixx6bEbkO6E4+GGEw3HlUBVAdevA9euCdmgFyLG8t56OKysqq7FE9H3sq7v5XPXSZsxCvk4Oysej74XDwZjPUhGXKXhcDgcl4MJJM7i0arUmbAz50u1PodA4wzc7kWSw3Sw9ie5CsbIxm7g9zCbr8atnd2n9IcGta3CHVAyUvUqARrqYZh2cpb1dSjGeIVCIDLkGCQoPF8a3No1dABWSdpJupCeDaDIqIDi/aA8azDgU4ldmWsfs0qZkA05ybuxjJ2eMMkDJVckI5WuZ3wHScg6FzLBiTies/WYBJQ0v41uEwOwTEKsnGw8nHCi4bgS2GyECFTVrlfDvqx0iu8ZLE4vhSUdXSfrAPFmMCbDBohXlcinlkvZpvdE4w6Hw/FhoQHwSFW8F0DJwtSr0Z8AbBJwnNRrgWKQV1BJju47yJ5GLxq/QDGOszH2uY4pXvm5DiX4mbEH1nOgjnIhD9CZfiUO21wC0G2fADXIcXdwN7RtFuSLOkYBJePTNOx6dpiyt4Z4drhfrW1l3Q8o7TbaISuNsoHjh0GzSaF4V/jIY5wGyQQzZAFS14PjFUKReg3yqJFHhh6pHiVDF8eRJMrx8MCJhuPKYLXa9VgsFkI6bGA4JVU2K5UN8quqEmeRM3B+LutIPhjbwUxVXHZ25sHgDofD8eGAxvBRFILB7E0MeE5ZjOPzXDIYbfLdmZNsMPZYAkWpDsxy7mdt2MHjoQY0Yx5oGJMQsN2AYjAF05Ztk14A7kdDekirjjLDPxxT95tCPA5MZ9ua4zEmg54aegVIROhJsalz2U9LqCxxAEo1co6F9T7QWxOzyLfooQkQUpV1Q455ba5JzoXQ5QxsICSC7dtUuJRPMTVwgPSpg4MYMoGhxAQRASUhAq/RIEcbkbYOu98VkkGmK+byy4YTDceVAVPNtq28rl+Xz0AJFOd7oPy424xUKUk7bSv7npwU0sF2uW8Iss16LUTDYzMcDofjhYMypMOos+sQ46dGSZW6ycBZKsYmZUpMVct2xiQDUEJgDH2LvUQjGCM5A10wMqGwG5/AfkTsBmbb4nXcjhjPTQ1eFeySBPabMitKrkiCqlAMc1sjJKNIlKxHgzIkBqvbVLc2DoTyLBKLLfcLu2luSQiskduhSKxo4BJM8Zu1Y60ODuNKbPYpek+QxcM1CcAShfS9XMHrSa8avT6H8W6iwQr0yXgDbWFFjjU9aoCsW2pmti7sxjpd9rg70XBcGaQkRCBn8TScnZUYDNbWqGvxcnA7ZqniPvZ/zhLzQQJTVeU9JVS3bhXZlMPhcDheOCqIsdRnYA0Nqg7AB/rd9KcMYLZF92x2JRrA1nDPaqjaAOwmFIM1GqlPgMZSmH2rUPpDQ5yypXkwqWKxG7uwyUXC1aphzf4z0xTjIuahSKb6rKlu1TBk5W/ocQ9jqc7NtLc00qdBtg8Q2RK9Q5R81WGXxGgXAAjB43kz3oTnnBMw01oa1tNAUmTJDVA8EFsyHeOpWOhkXQ/xirRZtjtJu14Vgn26FoFZlqD/p1+mTKOBXNeDANyIwGOVeAEXQZaRTNP7Q69EjxIjBMi99VRf6pqwgjwTJ0yjeJ5CAA4q4P1b4LgXj+JlwomG40qBtS5sABvJAzNO0RNBL8Vms5uRivulBBwfYyjcx7gNrjs9FWmVkwyHw+H48MBZWJt5qM0S+EwDiLPwjHGwmZ/4ymY51wFiMAFKBHTZNu96QkgQci5kApDZ+Tmk6jZjRBgPQnkXZ/MHDwSKEU67jOSFRnkTSu0Km5oXev6rXGb/6UUggRniK1AIGMekVfLD9ma6Y6f7sW/TaIgWSuwG+7zNJUA9QIgDrxEDyOm9WdCrkkv/6RWacAxM+0B5Pwml/kkdgDumxgmv2TRIOuMhA1kuWcUu2e59IEHPxSwAN2vgSMljDECqgWUENgE4hqQWZpzSPBpCGUWmFtTDMcvAoirxTBlAikAXga1Kzo9b4HgL/PapXJf2RRhsJxqOKwdbWI9xGDbTFAmFrf5d1yXrFNtgGlzbZtcV0rFcClHx2AyHw+H48GCN7GReNGRplFpSYSU8NGozdkkGDeKMMjMPtpd3ychOZ2BiPYxxZckNPSN2BpmExpIdkicShQrFqLegJwbGyLYEa+h3MMc27VuSMHgaciE3JBS2wB6190CJC+EQ0FPCc6nVA5HVs4Mg3gh7bRDkmIzXsCSK7bKNbI5LstcHCfoPEBJB43qhL3qvSD7o1XmYUQchi/NKyNbNBjis9F6JwKQCev0ikCAHyJ8malyGbltByATf3wCQI5Ar8Vi1Sn7bBKy24mE67sSTsUkeo+FwDOh7DEHerKNB8D1rZjCou+9FSkXiwIJ8QCEebSsejO22BIo7HA6H48MDiUJAmeWPEGMyGaOU3gwarjYAm0YWDd8hW1TY3Ra6zU4xPdxt3LNdSpyst4TSrC6XdrmeRILnQiM65V1J18YY5CnLs6hRI577WRmVJRPdqI8pYyh6Z8+R8i7uNzMa/gwhcuyTrVKesxj4g2GppKLLu8YmPR4b3b6HkBdmCxvG0JCxs1TGhOdJIjUPMuMedPb8ZpTZ+5lKwDhhGPQYZ3i4UUG8Eo/NgIMGOKiBgwkwoxw8AtcDcNoAXSWZweZBiEcfgOsAEPXeiMCNDJxVwFqJymMr8YbcaoBNB5xtgdMN8PQZ8IHjIhd/MRHys9UO54ZeQMDxACLGEqcxmUhRP1sFvKqKrKquhYTQS0EiQrlUCOLFOD+XDFfuyXA8SHiOP9UvO/iz6WqgUTlHFUT6UaPInGgQMyuOvaI2hoCkANAJJuxmSrIz9mzXFt+zgbG1+cw2JhByshkZ2zYjkyVB9Cwwi1KLkhGKEqdOl5EAUOZSQWb061DqSlBORK8FjzkLRWcPlEKGQywKSm2RBCEHHNsEzfhkJFQco4OwS76sbIYyJ0AlVBADd6J9XWYjx8qlSB9jYUhENhm4neRzrR6Ks6TSniAkY6MsaWZIZw/gPAEf7OW/9cw8LJhGYFEDj8yBGzPgcAIsJsC0BhqtBpka4AjAgdoot+bAI52Qjm0l2cpiFgI7TcBZDaz1GsQWWPcSz3OnB55eAk8/DZwtgc26yOA+XDzbs8k9Go4rDcZnsOgeSQV//OjRAEoNDKauZY0MSq26rgR+O8lwOByOS4IaTYNUiZZ0lt/jOouxNIH8R1kN4G6pFOVUtTFM2SS3sSQEKBr1PpdUqyQxNP4pzbIGtpUwBagHBrvxCtDjzkPJppWhMSFmhj6YZUCJichZMv+QPDW4u4BdbfpJUmUzCFHjz3HJ2r+ZGvJd2JWmATIODGTvcjl+pcsY41JFoMpGHhX0WmlfeuOxgO5vvSzXYxkjBjlbrxHHi/tmlDiaeZC+vxixA/cTdQTmU/FeHEyB6xPgsBbvRq4BNECshKCjkmtZQzwWodZ7NAjZiGrrJEiShaTJbE4ycNoCJxvg9gp48g6woiT8JRxPJxqOKw2SCQaF82VraJBokHyQZNjgcMqmNpsX343ocDgcLxtEkcrQFRAonckin0EGYtLAbCUdNDRpzFuiMRjZhrRwPWfsGRNgsy7VKPEPbJtpc2PYJSXMzJS07ZzLdjbAe4gJCUU+1EAM+D7vVtKGOQfWodjnZWH6WjtJzJS3DLbmvgQ/MwA9oHgtSLCijuWQYQqashZFfpazZq8yfWM2KxuIP5aP2ZgTXostypgsDFE4jMXIpdeGXhaeJ8kdoESJHX5IEINIoxYTYDEVwjGbAFMlFn0tZKPS4PhcaUapDBwmoK3KvbmK8v1JsSQDyB2w7YHbAO6sgZNz4M6ZJL/J92ES1YmG48qD8Ro2ZsNWC++6IpuirIqeENbcaFuRTFFG5XA4HI4PE2r9hkZeCCUwterUoxCBSi3LkIFZB2yDGER10v9Z1pF0ALtSHwY/00AGxOjijP3EdKmGSFY2pi1KeohZEI8C5UZ9KLIhxjBMgngk2A5tYVsRu4HJ9pPFmG9CMabXSkYmxrinbIjxJ0PaUhRjH9hN47vQ/lMiBRTSUUFSxpJY8NxaTshpmw1KrAtxLRSvwwa7aYa3uaQLngWR5jCwO0HSsdI70ugYAjKOK9P3wyj1HJZZJFLsA0nKxBz3YRAaVEGCu28eAEdTIRuzGdBOgWUFtBoUPleCV0VgU5V7qO6AWS/jv6qErKdcZHqpBc564KQHnuyAp58AlufAenP/ztmJhuOhACVQjNGgxyJGWWYzVLGOBiDbMjPV+bmTDIfD4bg0VEIwok76RP1NrjOAqczKQqUxVVaDlu/V04FU3odevQnqDakg2zLd57IvBvl29Fveo0iLMsSQs7Ebc51pp6xqpn0b0t2ipLydhmJUA8UAphE+RQn4pqEezX9AjjUxzIHb02swC7vZnDIkFfBKJTTzWIgJyQogRvlxKrUYBvkTtM4GZP9JLMHqeqmQDEniedErxDgUvq8gBIcys1dUcmySm4328yBKmtoGZextUTlKpCZKSs+SEkclGQGSKWkd5byuMqoonoujGXBwIARj1mgBy0rGcxaAVAFr1aZNMjBDiYfpI3BaK3HNQOyAqtXYlwCcrYDba+D2EvjdW0C7vv9ScCcajocKlE0RlnAw9S23A0pQeFVJMLklGgwWZ5v2y8rlti2Hw+F4EBHM/3zB53CP/eznfT93nIXPo41DpTKpWCZ7rIwKkM80orhfrUUasno7oiEbUQ0sGtjTXsgGAEx6YJoL+UgJQ4rbBhjS2FLuA6BUvYYYuJRuEZRV2WBqxjCw4B3VtjWEPE0gBniHEi/R591aGkOV7VCOQ0M86DHGMST0ckxHF8YGy5NUkODQoIdpf3QJBjlWFQqJYJ0Ort+GkqWqy4XYcAwPjAdjnY2UbDSmlJ7xM2uJQEneQSxeoRri4ZgGMcJPsP/+uwqIAZhNJR7jaCaejMkEqBuxTxZBZFO5EtnUFJAYplikhZWO2yqKpy8kIHQS8H2exat0+wy4cw6cLIHN6v5IpcZwouF4UTFOCEPZ0mUb5wwAJ6zHghKqGIt0iqRhuy3LDw93U98yWNwW+bMFAq1nxG7D/+zPi3G+DofDES54bz/zv80QBBTDdhzsPN535xj8/UZpg/EOm7ybkpXRymOigQpIE5FFBe1YzEpAYsmg01fAZgJUvZIMPX7TiwynU8/ItBMC0UNIxryTtlMA0AFtD3RJCvJtUzG021TOpVfJDg1wG2BO70gK5bQYhL7BbuamCmIgMs6hDoWIkKSw3UnYJXpM68vPCeUZ0pt9JupFYIXxiOLFCdovehXYf3oi6MEJoRCZsdSKhOOmCeAOEEP2SJe1WUjHedaMUQBuVErmIPEB01jiOZpQgsPpzSABXGVJ31oFeX+kXo2VErOkpGYRSizHVUOABH8fzoRkHGl2qZpy7gqYJyEYXQ2kGrjeAYjAigQ9l/tiq/9jBuqtELA7PfD0GnjmDnByBqw2Dw4p8/S2jkuHlSnNZrsehclEAq6Xy1Is78NFjMBiAczn5T89GU0DXLsm26Ukn/u+ZKjabqUfrJ1xcFCCx7fbXWJxcFAIRkqynoSkqko+alYYJ3gMS0oYC+IExPFc4elt9+Pl8GyyM9U83SEoV2fQbeG6JhQCwSBoBj4HmKrTocQLZMj+84gd5OFPmfkmolm2ycBTvRjfABBmQKhFLlXrZE6sgaouM/4hqJxKnxExAJMkJ0pyYoOPmySGWIR6LZJsHyBEYVsJ0agysI1qoNMjorPCIcur1f0ryPsj9X6kLF4UO7HU6TZJSRBlKwEaYK2Dk1FqcnRZvAOULk31Qra6b63G/Fa3YeVsHqvXtqGE4CgWmdOpuR5dBj6iKtKuDPEoNEGLv0UpykbjtNHrzsxcZxDScKMSwlUpu+yT1vbQ801B2tjq/UPZVAOR9tzR7ZCLh6hNUgjuZiz9Y0X4iCK72uYSN3KWyv1IT9I2C6n5XU11e5XytYQA1BXw2BFw/VBrZTRAdSA1MRZB0te2U2CRpZr3eiIB3zloXE+S2I0+S2xTtZUxWSdgeQZ8aAvcOgeevA2crV96guHpbR2XDhrWfJFU1LUQC1vDgkHYDMruOiEDR0fABz9YUs4Cd3s/iIvuYRKayUTIxWxWgrutN2G1KnEbzC5lyQYzUdU1cOeOrGeF8MHdH4QcjWM9rByLfWGqXWbEqms5Z84GslCglWRxbNgvvvqrOH3jcDheEGyl5hiKdGaYbdbfDEpUrMehghglCTLLbmfRh5Sh5jgMimZl7ru8F/qfMQWcVY/AUFeBgb89gNyrNImNWdmUkgieS6U6/FAVr0bWqfPM5aFIgFKtHoUWwKSQhW0t+vSYVWISga7BkDK3CrJfDsB8q8eA7DvJElRbJwm27WIhLsx+laCSoSSvkMXoYxxDoudCJV0pi+ekhcZnZAzpelOQ+gZDWlE1xme6XaXred3o7aizFmXTddsgZIfxC0xhy2szy8Ay6My/jvcNe+2gRn8QkrHQe6GFtLsN0udrel+sIMQl6fo5gLken6QjQwK6awihatVzxDS4q1RkVJXus9HlnKXnsPAzM2T1eg8eBuCmkg7GylwFVBGYNMB8AiwaeR006vlSkt1G4AAyVlUEDnspstfq92vW6Xc7i1duC2DdAucb4Klj4Ikz4GwDrLcPjhfDwomG40LQqB4XwANKkTzKkrh+Pi/vaYxzH2BXmkTPAYnERURjHMhkjX0W7GNGqXEMBlCqf9vaGvxv+8LAcGv021S5bbt7XLsu5zIWdb0roeK42axY7CdJiSU3lgSRkHAc7Cybw+G42qBxTzJgi70FFDlNFUpAcoBKc1SaAjXGLJlgBecEnRHV4yWI7KjSGe+pzqjb+Ig+lz7xP7RdZobKunyubW4g2XAic5Qq2bBxGTvyqVgOMPyec53dD2b/AKnFUZVYjaTZeKCeiX6imvQscR4xS2Gzvip6/wDNZqXa96Bj0WnhjUqlWU0vp7Kupa0qyX6NGtFtlBeJRp1l3zoUklIpmWD6V9bpAOS4vRrsE11Y8bqFEndSZ6mdsA5ieFZASUOrJGWry2ttK4TiPdBhE48Q5JitjsMsC9EIKNedfZtkvd94Pyi5i7qMKXyz3nRVKAH9tfYReo+1yQSj5yI961CkUPZ7wAxd9OLxvh5n57oKqCpg2gjZmNTyaioN9tfvRdcAkxaA3lPTLPFGIYtnLpgaYKmTrFKnK+B4CTx5ChyvpOr3g2oXONFw7AWN4aaR2IW6luxNs5nIgJqmGPestr3dFiObBvjJycVGND0iQPEe8NiEJQS2Xe7LiuCUZ1XV3cY4ZUxsi14H9oHtVpV4HqZTWbde7xbvI2GxfeF7O262bgeDzMfeEb6sR8j2i/3fbIp3o+ukPyRBDofjaiNC5ClNUMMDJa3lRg0yZuCZBmATC3GoaiEbIYjMog5iPGc1QJmuNGksQw3Zdh1FD06Dv1EjMWv7EzUWI9uAGoFJ2mK61RCBg16M3D6InCO2QNgC2BSiEFE8FCQNSeM3KkCkTWqkxyjb8jyY6rSmEVyV8aizGPiodHw6YDVTUtBJ3+et9G9TAbHBEOMxT8DZRNKD5gAsOpF1MbNVXwO1nkM3U5LRF0IxSbLvplbJD8Q7ctQCJ3XZrg9FbjVLQnhIFqcJOKvUm5HEw3BTf/s3UQhIUo/IVI9HjwEN9DrJPk+oPi4BOFOSwODhgCLDioZMVBn4iCR96yCxABslPiygCJS2YpZicL16FM71vKb6ekSJU1LycqbutIW2PVUC3UIDn+XS4SSZWBPdLqCQDKYQPsuFZE9ykeg90AhCMhYzoJqVmIy6ErIx0e/s6UTu2VUDLBvgsAVubOS6nDTixWgz0PUAVlKA70OnwBOnwOn5/T7JZ4fHaDgAFIN4OpVYBBvnQEPZzrJbY5lG+dqkUeN2hPVa2KJ6llyMZ+qtIV9Vu9tTjhVjIT30rNh0ttZbYSVObHe93j0PyqoYZ2FlTIzVsO/ZHmVUtv19sIHo1ltkCRSJUVXdLS2jhwQQ0kESx/+Ohxceo7EfV+3ZZIOEF0HSjEYa/TUwryX7jE0HG6PGNOgMaA5CNNpGjPZG282VfJ5tdbso6TBzKDPOtcY5cHZ/CjH2+wiczoDDlUqBoCk2sxjgXNYFefVKWNT2wf/pgadPgfUZkO4A1USPGaWvjf6+RcZq8Hev0jgLtSyD6roGSRJJSRYywRntKuisb5Tz7mugmxQDu84iOWkbCSrPEbi+kvNeTYGjjRCnFMXrMetEPtVWYuQ1xoOx1vHKkPWHrWy7rtUgjFq9OkoWLHtHznvZdxuEmNGrRHnURI195F3v0WklBKPWrz1lNJQZNbquycBRD5xHMegzgBMll7ME3I6yvtH2J+qR4fO2hRCFRQJuB/UwqKekU/KSsxzvDoRwLJIa/uoRivp+ouO+yiKLynq/rTbFQ5axW2ukBnAnlbihRcSQZpfxK8R5Bm4nISd3RkqHBxGTOXB0AFxbAK+cA49UQDUF+jmwqIFXtuJVWk1FHkhizbTO6EWSeJyBsw443wK3joH3PwOcr4FN+2B4djxGw3EhrEeC9Sfse3oArJzIVs62Qc3jWXYa4+Oq3HxvX3a9vV+tDMrGg/AzyQMJBsHj2rZJHqxsaZyi1npcSAJ4rrYtEgV6Q4AinyLs+fJYFuwfx8xKqHh87sNtudwes2nKWIxjTxwOx4MBKoUq9VzUUV7zqnyHqxoIU9GiTwKQGiUaSjBQibGOKEZJHUSWkqmJIREJ6h3ghIp6BihPQhbjJitZCEGM9KSG8LwWgzBFIMxFDlXpK0KITA0xWGPUGIgMrM6B/lz7obEXfDEeg3EbVjZF70mkgR4xGN2U6dCYHYxVJVBQCVSqpL+TvhyP0qoAXZ7K51mvXhK12jvIOFa6Hz0wTLEbNYYjKdGrdAq+qoDcCOFKAThT+eyk11gOJYh9KDI4W3W8STL2fdDAdI1Z6JSA1lHPA3J8QLabkixCx0D7SjJ5Xce1iprRqSrxIhEmFbH2e6tuqwQNigdwrP2eJunzKY3gLJ8PUYK5T1E8Flmv2RC/o8R0iiLhCyheli1Kqt9Ot+n4nA/6OZc6KKwUTtLyIGPaAFOVSqWp3A9VVcYiRZPG19gIWT02GToJ0APtVuJNb58Lydh2D/75E040Xmaw9SSmU/FWzGYlWNka/zbDUtvKa0w0NptdI39fHIJdv08idZEnwMZ22NS0YwnVeL++LwSHpIPGNwkE11lZljXQ2f4+UmTb5n70Puzz3Iz3sbEudixDkM88liVq4/Oy48L2bMA9iYnX+nA47j8YCNuQXPA1AWqd2JnWQDqQ2eIpgM0cQ2amoOSCRKNviuFKec9AJqC/kVENdGNgA2LYNmslCFo7qJ/KutkaqBo1XCOAhRIAfSGLxyEGoGlVChQ1uLfTQGeVM41jL+iNIcEYiIZKYiLKTO7g8YYY3yQdgMrB1MuReiEImc+1VPaLEEMOociTcizEYyA4WcZxXRVvCKVbKWqGoyDnlNWzEtVbVCvRo9dhqn2rs3gJOm2Dgf2oS+B4G1UCVIkOP2eRZ0H7XkeVckGuVa9eijpIdqIzJXkpqBxLjfJG75+kROF6lviOHMRojaFIryod1A5KZLJkkAoAbgW5fxpIe8dBPRZKaEKWGJ0MYIlCoDheE70VNuY6V9p21muSgmROYnIDSyZ1yCX9cMBQ32Ma5FXxWA8oQjRxGRpAk5RoU26WKvEoxVBkblk9SV1QuVsCUgu0G1FgHC+FZAxJBa4AnGi8jEBvxXQKXL++O8PfNLvSKHorSC6YntUa38AuGbBGtSUEhDXeLcYGvH0/NvatJ8ASBW5bVSVtbowlbgQohImeEHoBbArbcR95fjTym6YY8RyjlGRM2R+OKbex42MlYxxPekNyLu2zv2zfkiuO2TiIniSKQemUfzG2w+FwvPSoARyqJGraiJxiqt7jfiESo0kl3ol0BCx6zSh0pIaWejOmnRCMHMUw2x6gFN8LwGylhstMDMqtTh9XWyESzQaoWqA7AvpjIRybBTBZaoBzANY3hDA0W/Fg5AZoJ2IA9km9ArUxkDqZzX4SMuPanwP5DAhNISQkGxHqGVG9TFCjP2YgqbSJ6W07jZ1AAuZrCKmoJAVoZnpbAOu59J2koa/KsaCGXKpUPlYBhxsxkLdNCUKOELkTp+MDSuzFUHWcHhaVK60bWTbXgIut9mmagJOJGNdQrwurnk8TcDoFHt3IOJ5Ogb4rZOGklsJriw446ERq1VVyjTdRvCbTpFmxghj/WwDLWuuHqNQrQ455HIE7FfDxa/G0rIOQiLle6zbILHpGedVZ9ku5xIx0QUjGQQIO1Ag+CyLVykoSmF55DXmRMERIzFFTi/TnLAFHShqikpGDWGqCNEGyV+ktjQDJeLWFBqtznyDVtI/TgzmrHyugmQPVocZo1MD1BMSpELUDjRPaNkJwcyXfi4l+x55ugKT1YaoErDfAnTXw9Ao4Pn8wz/lecKLxMgC9F9euFSObngoa0ufnhViwHoQ1ZMck4CIvxjgGwxKFsXRqn5TKHsNmW2r0ocm2rYyKxxpynhuvgDXUbUB2zoVQ2TZIEPq+eFDsmLE/Nh6CY9g0u30gmaFniKSC58Hz5DobOwIU+Zr15JBgsS9juZb1YnAZg8xtYLvD4XjxUQXg2hSYH4nn+HACNDMhFZMoRn/QtNxNBMIUQ6ak7jowOZN2UqUznDrFG1sAnUqeKjH+V1E9DEb6BJ2x72sJNo0dkJbA8ULjE/R3LgFAAuK5tFV1QLWRmWRmD4oR6GeyXdjKNqkCngnAkx2QbmHwZsSonhAlFDGot6EWSRgaDDUhOLsd9Te4VyO+7jXoeiEB3CGIQTZtMUyN10omejXWJhqwXelyBpk3CZhuZGzaWrY/2pS4k74qMRk1nyc6a07vR9Lf7iYJsdhUkoL0+qYQihQkJiNC4zbowVHPxKYCzvT8tpVs10YhFXUWA7TWdSGUWI5GiUQbgeMKeHQry5osqVA3QbwibQBO9Fy6ICTgvBKSsIBcyycbidl4NEl622XQeKFcpE8xAIdZ4jvmSdLZpiBelCrJujMdowAhOowPmUODnCFkrgVwVElfV1niLJZK3iZB4jUCMBQdPFI5UZeFgByo50dveQn8B3A9CnF54LwaQYjGfCakalbJZEI3E3JUBYnzmQQ5r6zXqk5C8FIGDtdGrt4C7RI4PgHurK4eyQCcaDz0YNwFa0zQ0LXB3cxuZIOgxyRjnxdin9eCMqWLtrVSp3vJqNjWReusUW6JhiVPY7mQJTNj2RRQYi74eSzB4jJ7fOu9sctt7MjYwzMmSONztORnHARvx81Kt8bEg+tsGl4WK7QSL4fD8eKgisC0kmrAzRyYLoDJTF9RpFO4BsQJStC3MZqDmdHuQyEVwwRMJwZZr94Gfk6h6N9zFoO/BxBWQNiI5yBNxYDNvUil+gTkFohLIRpBM0jlAzGEEMT47Gs1mhMQVDp1FoFVD/QfAsBEIYDEORi5VNFHqSTILM+Q/wFmfzVks0qErNyKnoeKv4E6I56qYtT3sXh7AsRA3sYip9o0QNBS5m0NHLQo1cpDkfl0SgioPWN8wDRBMlRZr36QWegcduVOGUISDrWYIEKRjFVZMz0pyUEQDwbX11m8XHysVhAPxbyXYw2B6HIqIsEJJTB7EzU7FzT2Qy9DglzThR4nQ2tj8FkNMehjkPGtIXEDbZQsSFXW+IussidtEzx//ZyyeFN6bWvKsdL/ASoRxMBTS7VyHc+o76OOJSVUTJP7IM2fBSUWzUSyS1VMfkDCrf2e90J86VlrevHcdMAQBN51Ui/jTgucbeX9VYQTjYcYIRSp1Hx+90w4ZVKbjQQZcR+r+d/nkbASKksWuL/9Pzaox1IrS3zGxjQ9CVVVqnDf61wBOafZbFduBOx6ZNh+1+2SgbrelV1tNuINAHZjKShxsu2P+0cpmpVH2bS+VlZFzwWJhSUQ43TBllDZ86B3xsJKwWw6Yhtn4yjYdx8/H+wjb07oXp4IQYjEYg4cLoB6DtQLYHJYkm1UNZCvCbkYvLpZpEopAvW5GHZMJ7pByQLUBwCbYsxtIH9yL4RjC5XlAGKlrYG0AvIWw9QxZ0+rA6BvgbQB8rkYSrkTghGPMAQNhyxtR+j7Vo1bDUru/x+GSuAB6s3QWAqSBL6vO4i8SpflWAxPxk2AxEYNdga6p0pjLrL0o+pl3y5KX0gIUoUhJS+Pn/RYAcByKm02vZCJyUoM2F7JSN3Ltuu6yKcCxCtxsAUWrUinnjzcJSjZvqJ4fnIUgvKqpRrqVSECTRq6LHEHQQjRJMk4TDJwswU+pN6uSQKeasRDELKmyE3i0coAXrHV546+nqbHKotRe70Tz8dSPR+HScjFedDAa72/AkTus4b0Z67PkzXEk3NDCewmiKSKBfzaIPes3jbogngyaGAf6fZrfdk6Lxt91vXQGBKUiuYZGGps0Ksx1WM9SESjmgDNtNQaY5a1BkI2aogH6KAHTmsZW0AlhdBJBQBdAja9ZJp6ogVOO6C9oklenGg8pAhByMViUXT/222Z0aZUihgTC34Gdmf5KSWy0h9rHI/jCGx/OKNuyQzb53rr7QCK+3Bc8dvKrcaSIXpkrMFu+2FJT9sWrwGNdp6/JQtcNm6HErTptOzbNIW4cVu2wbHjOLftLpnj9vZajMF17Dv7ulyWzFMEz7/rSmHDoyPg7GzXc/VyBa8r67EwxoUpkjm+dpzG3wdeb5sGmckTmKmN+3k2sJcHZnPgYAFcOwTwiEgmplMgXQdwgKEWQxVFKoQMxI14FnAqhtPT14B0JobWJgDrJ+Q+2y6B9g6QjsXzkSshBakTr0TeomSwUYP9BektuO+91gNDwESYoRTm01iJUGHIQFV1QG4kHiOpkc36FGkm7dCzMd2KxGo7K2lcQ5JzZWB3DMBG9wtBPh+sxSPTqhdirl6XvpY0tyHIvk2SzFMM+D7YAncOpG0eL8dCTK4tS/DyaiJt3m5ENnaolclZ2K4ChoKCAUIqemhsRy1Eo4vl2BxLtl+pEXqnEU9GTLL9ptJg8A54rNUAcogRd62XFyAEpE5yzywr4LFOJU8AXtECv6nxKVUSg31VSd8ZYM70t09VIrciYdkEIZYhy/LEz9B29H2ABJKzEGCrxGCl5CskWbbKEo8xCxJMTu9cA7k/+lzab4L0YZk15gNCUo6CGObtg/IcCxIAPptImt6p/l9kkUYe9fK/r4APzuQebRKw2Mr9FFuJjzpP8tq2wPYceOZYYqeuKpxoPKSgUcsA6BDkIUVD1KZttZmLxlIpfh5nUBrLgKzRb4Ov7XLO2Nt2aXiNs0eldLdHBbh7pp9t8T8Jw76UsFw+DtAmmEFr7DWwY8rlVpZk+wsIobNjaMeBx+R+JDPjMbLnZt/bYHN7/JyFVLK2Bo1bC0voDg/lfmCQ/8sJtv4KPX6LhYztbFYysY3vOZsQYLUq13i9FlJvpYgc69lM6tIwbufOnZffeL+sECSL1OKaFv9cAAdarCtMJTA0VmJcxwBsDoQgYAtgLUXktpVmmPlN4PwE2G4k0Lq9oxMbvRKKFkNaU/A3hS4Oiw/nfnsu+waAKaEol6KRzReixHfEWMhFnoixmhOGbFExyPbdREhFgPyHyoSiyrhyJfvW6rFIarxVa5Rq30kkUYjKhbIExOdKlg+EJZcYDaq5Jp3WNogSKJ7VA9RHKao27wr5IUHoKrl2B205/0nCEOtRJ1k/TRLYv67l+G0UYhR6IRQhl3FttJ2np4PqDH3Uyt7cLmOob9IG8WxM+0LaVlUhD/+vkW1ZlHGrsqoK0mdmyUIGjrK0x+Ouoo4ZzOSb3iIpiFdtDo31CJoyGOLF6DIw1+dVq32LEALRQzwTgBALSqyY1pbHoNxsqx6MCDHiV0paHoQ5nDgB6okEvzcRUiRSPXux0gKRkDEaJhuSnE/dSUG+NgPogPUWON0AJ2tg3ekkxBWFE42HENaotQXnaITa+gz2ZUnGRQHf4/bHhrAlJpZk7NvXfraEhRgTnvE5WoPdLh/LsMbY5+EYS7zG64gxubmoT+MxGp/Xvn3Hn62hy//jazaums7x3yelYrsxijFNb8zLJSMVSTA9GLOZvCgt7LrymdI4C0rtWMDSZiQbx8aQCNNrxhgox8ONEIBqKh6N6QHQHGgacdYsUqstZgx1LJJ6I7pWglvPV8DmDOj+H3C2BLoN0G+A9KBWAA4YZE2DRwMYvBoRUEtWNq96DClO74rLgIxNIkHge3oI1ECmFIr7q22MHAzJySKfgvZhkEPpevY9BZU4JcOZ+NutnoZWPSnsc0TZHtrnrOsrJSQZ4jUhEQxQCZgSmqHyeSjjYYlGk0s8xzaKYcq+MQsWshynj2LYJz1WCoUjpqCxDBCy0PSFUEGPy9ieyhyD/eC2g8HP65WLxCmFMuYxSPD4Gsp5gwa767ltoM8ySED0ypDSjEJCQihyNb7qUIr9BWg6Xz0/yrXuG4LIIau6PGfo0WOChKDfgaTnz3u6D0BQMrFN8r7bSqHD463IqO736X04cKLxkMLO7KckshorlbLyJRKDsXSKoOE+rgVh13G5NcQ5M2+JjZVXMV6B+9rMTPyi2jatN4TF9GjwjQO7bYVyHo8enrFHgeDxaLCzXW5vA8FtOmCOhy3kxz7Q2LT9m0wKKWnb3WxVrAxu5VV2DNlfSyrssaj/ZvawsbFsDeH5HEM2qocdvGZHRyVeZT7flc1xbFl80lZoZ50Z3gf2Hrl+Xb5fHFN7jbsOePJJ4OQEOD52b8ZDjwA0CyWsB0D1iOixDztgshHZUBdELpUBRCUS2w2w7IDzp4HbHwTOnwG6s/t9Ms8BQY2pBqVuB4BQA7kpn/NEZCGDB2FeZvnrXjLyVBAjvO7Fo0FDc1MDgfsG8TxAPRrbRj5XDIxu1NMA8UgweLwPEvvSd3LMiQZxrxsMhf6gsqHQA+czkV3R23E2lW0mSaRSM01LSwnUQgtT1JD1pxPp92xdjsH6EiQFq1ran/aSzpaSKmaaurktBOSwl+VRyQfT33LbM/X+NAm4qevWSlBmvQSEpywZpAA5VsoizdqgZDR7rNX0wgBuReBa0gDwANxMwG0occli5G+AocbFAWSst9B4DGiMBqQ/QZenKLEHU0ia2rNUitMtcyEPJBZ9Lu3RS8IAcHo+ptqX+41JJd6MqgHiFIg1JIapknO51srn1UQ8X60y216f8W0CNgmoN0BeikzyeH21SQbgROOhxEWeBAtqz/fJk8b/rcE7DrCmwU2MvQlW4sSgbks8bH8tEQhh16CzHg8WpmM7nL0f16SgsW4zQI3HYVyHwy6zMilAjHiuX6932xrHqDBg3BIQK+2y5zkePys9s+dgz8mSNrstycqNG2LcMvC7rsUgns12rztJx8McHD6fy3lfo5xFA/UYk8F7awjei4WYcHybpsTELBa7EimgEJPtVuJfSC5u3RISQu+R4+FGiEA9A+KhBIDPaqC7IVr5TRSjfHYqhnOXgOUC2KyA1Qlw9jTwod8AurXIo64Ean2RbHACBGV2PAQhEAhCtHIFzDYiJQkV0E3Fa1EzjWwDgF6RDMy2YpxtayUj5rlQ6/R3H6WN0MuxJj1weA5sp8VLsVY5ZKrEAF9spesBQipuH2kGL/W4JCVOVQYeXcnxOw28PtfA7Fqfd20ln5sEnMzUkI/AMwshD00SuVIPibWgsb7ohGg0STwAA7K2ob8/M8061cYiVVoH+R8z8CrdeRuA989Klqmc5b7bqgdi3sv7w6RpevX6TLTvZ5XUdeghbdyhGyMDtyvZP2eJ1ziOIgObKRFg3ZEGQj7qXJR8AYWALCqtEwP500P2oYeEhf96/Z8gEqqV3mrzoEHz6s050t/rk/v5DAtCKpprWqQvirdmoeMzy3LO7USD+5UV1Zp0YZmFYPQdELbArQ3wxBK4tZbaKlcdTjQeQlhjl8YNaynQQLeGt5VLcf99EibrrRinyR23MyYlNkaC7dv0sTY+ZN/5jOMWxp4UW1djnNXJ9n1cwXsc58A+0bNgjz+OObHnYmM0LCkbx3JcJBOzRqs9jj0Gx4wkcZzS1npG7PlNpxInMJ8XQ9qSIsqoHsbZ9slEiMHBgXgzFosSFB/jLvEi6bDkgp9JNIBynfldYsD3+bmQi6efFrKxXkssx8NM4hwjRCAuALBgXSXGFetChCSGZ4pA2wHpBOhOgO0xsH4G6FZXiGQAGAT8/I2Cfn+q8j4EoNoKEYlZg8JrkSsxkLzWRBqDXIqTXRmIPYYK6FmlUKwMTkMfAch9kaPkAKxmYtg1vcqFspAEhJJViR6GddTgaKhRrP2rk3gvcjBB6RBCEiDXddpLfxnY3apHmxKqQYcfxFDfVKWIX4TKrHTdsta+KcFhOtcuAOe1EI5FJ9mKghKdWS/pbhmHgaAZjtR71IZyXpRJMZA8JiOjUtISUdpBVg9ckG17JV8MXkfAkFJ3DfFENEoYWh4LQg6A8mxlCt2cJT6Djx7um3SMKxQvRta+UDo1DRiyUbWQoPJNvj+z/zGKJ6OuJNtcE0UqlvQ5U0OfI6lI0Gr1HPXQiUJN5tC1wK0tcGcDnHdX35sBONF46GD1+9bQbZpijNu0rmOvhfVmjCVLwK60CCgGva33YEmObccSjXF7tv88viUK9AyM5VljI9+2wW14HM7ej4kGt+FyEgsG0Q8/jttd78g4M9S++A0rgRr3bRz7MfZw2DG1YzD2cBDjgoE0kJumFGtkX7ieRONhjCGIUcjVwYEEvx8clCxs9LSRfI2zS5GwWikfUDwXlL21rZCJ01MJ9L51S7wZDytxc9wDQWbow0yMala/bjo1/GQTrKMYbl0CcKZk4w6wuXPFSEZAicng8wP6PxpvBoRcJK0wXvVAWsh7pratNJdprkRiZUX7NH71oxi3UeUoW6AUcCjHy1GzQ6nsigSh4rMIGGIkUpRZ/yaVmICukjaCBiEwfoFxGUHJQYB6BtRLwZiLSg34Nop3JUDWT5KJZ9BXp8+Eo1azL2k7i073g3gZtlGkTrMksiYGcU8zcLuWdTRkqywz51XGXbkB+iiz6ClKLAVJBrIYhA3KcVnHgpuslAhOkxDorO1XJAtZ9mHsRgsJ3j4isYMcN6PIhWban4wSOM6Utcb0kIm2LO0BQjRoqE+yEA2SkJcaJBpNKK+ahDuUEKVGn/FdlIQDm6CkKwlR7jvJNHVnC5y1VzvTlIUTjYcINraBRpKNgbAGlo0vIFGgYUQJk81GNfZQEEytSlivhI39sJInbjeeQaYBTL28Nfy5Lc9lNit9t6QBwFCVm/0aS5WapshcrHQmJTE8idmsGJVjI5wxJhw79teuI2EZXx/bJ3ooeG0AMfo5/lxvSQ2JBGMycpZzYZAyg49v3JBlTNVqvVC2relU5D12LK86GOz92GNCLmYzubaUTDVNkUoB5T4l6MGy3i1b0JIxMKuVeDE+8AEhG+cPasCu48WHyodigFT41grQ8zMAcyEhVSdGar0CqjPgrAeqcyCcy/10paDeCKaXDZBzjzr7HYMQiBiA3JQZ9pgh2ZqSGLG5UU9FLUZoStJmV0vsxmIthCFCqoK3U42z2GpqXDVyk3pImNq2ScBipUZzJa+q0z50GCqoTzshA2vNMhUgXgxmoWpr8Vocz8TTcW0txf4oW5oxK1UUA/KxlZCFbaWpbSsMxfhuz0Sbf6AxHpRY0SOy6IVk3J4IoaiTfD5rgI9YqociAq/cAMd1kWG1UbMx6TPyWGNVZr3EB7Fq9zQDd4IY5awevolCHOZZYx+CGPmbKOf9aJZ+IQNPxJJydhlKqlkWHdwG8Wy0AG7qsj5IBqsElUMpkeqgNUM4OZlk/QFEJrXO4qHoza12BqkUDrMeENJxEIBz3AeiESXT1Gyu8TsTGd9F0kkGvb8nGUONljZKCucuy4RD3wOrDlhtgfMlcH4KbFkH5yGAE42HBHbmffy6aHvgbqmNlY3siyOggTqOpdiXvYrtX+R5GEulrGFnCQBQSAc18rYGxGRSDEGCRqH1CNiZfHtMfrYB6GNvCo19Fjkcny8JFLdlUDDP386Uj89/Ntv1KE2nZXxJqOx58bi2XkgIYqhw3dFRkcuNz5ufrbdrsSjpbq86mK722rUilyKRG4qlGTJOWKka7zUAQ2YuSzJOT4VgnJwATz0ln10i9fJGqIVoNAFoWqCaAmmuGXfUKEUGpitJV7mOQDgF0hJo11esGFcEwgQ71b8HD0aUsUBVjP8KQK7FiO0gs7nMxsP6Gaz8jCgkIrTyPkK8HDHI59kG6CdSY2O6FHkUYvE49I16CZLEaDRJpFMIYvST5OQghnyEkI4hi1XWehVmtn81kfYPtVBfCEUqdT6V85r2wKvOJfh7W4lReW0LnE/E0GdBtq7CII3ispiB21MNxK7kta5EfpMhsqqGxnoUQhCDtEFCsqyAMz2noaAhtD5DVukXgFd1QgS6UAzATZAYl5zV+IW8Hslyidoo5HHOzwF4NJVMVylIG1US4rFFkafNMnCsRCej1NWgd6rT24BelXUudTEaJUX8mW71HDK0mnoonpODKOP3Uhfwq6ZCNKoGSAfyvYi1XLsJ5PrMssiqqgygF3Jb93KPbRJwO8hJnK6Bp9ZSCfy+Z9G6RDjReIhgjd+LgqDtfxtLYGezx4bxOJh538vKtS6SYe2LayAoa7JGNT0r1lNgSY49H2J8nvu24TIb7Mv2x6TLel3s8XlO1uPDfWwAOFAkUHYsxvIvm/3Leo7G0i47XjY+hjPzlhAx89HYg8H9rQeIxvdVB0neYlE8GdaLYUnG+LqMz9/eZ/SA0ZNx5w5w+7YQjdNTWf6weIMcLxBRPRpx93eunUOClHUWm7qS3EOK67F4wFVCwF3ejOF5oORC7fahjkbIu9sEiNGPXogJMyrZQzBdKoJKlbJ4N3qVNm1m8j+ikBTbAOVNrBDOZdyem7NaeKVG+7YRY596n4l6LQBZPuvEu7FWzwErmW9qeVH+1BlJFV9R5VddLGQgo5CwmMULkaIY3CELyehiqZVR5VI5fIj1SIXwZYhxN9H2E48TTFwAZMMJn0UombFYfLALhXB1odymjXo+am17w2cLrxE0OBxm4kaPuQ1SR4LEY+e5xP207ZWObQ6lj8Ptx2cpCvGYBBmzlyyRYijy5DoCVZQ+NEGIdaSdpZ62XsnYRDOBtRoM3rQSj7HsgPP26qezHcOJxkMCSyzGRGP84BvHEFivAQ1XFq/jzDkNNEsmgNIe14/jP8bGu+0rJUI0rFldm/2gdKltdw1h2zfrUWHbfV8IAteNg79paNosWFYixnMcS2vG0rOqEiOWbbFtehDsuHHcrSfCZpZiwLGVeG02Mi4kL2yDEiluR4kU+3d+vuuVImmz151VsDebck3sj/5VAwPfbTyGzTC1WJTrMyZWVlJHQse0v5SqrVYlHuOJJ4RonF2FFKSOlwRDmtdaZzUrnWGfAf22GG89xLgIWyC1IuOhpv9KSCUCwCDwndgMPmeijEXsUYKNKyOdChIkW/W6bCtGNWfhY8RQkC8CQJbZ9gDZ9vyobHt+AMw32lYuciaogV4nCTSf9EIA2P8MlSVFjRnQc2h0tnk91YBwXX7zWEjFpgGWU+CxcyE7m1qK97FA3hNH0m6j53o2UfKi/aVMqU6S3rYChjoUE5WBNUnkWbempa7GtJNgcMqapr1UD2eRvSpJZfDUi9G/inLMeQKuJ+C4UoIRJJ6D1dEB4Ej/91k8L9Hcp+fazjRLliuuXyTJOnWtl9Syq4Ch6B/JzEbJQswibWq0zVPeA1kNb5IwHYcuSyapCYBjlVORpGZgyGJVQyRWbZZ96iDej20ocRwvNmIt1b8ntQSATyHep0klnrUYRbK30d+FDCGpdScZvlplfNfXwNO9xGUs24eLZABONF4QrCE9nlkfz6Tbme99hj7bs4HO1ogHdr0BKZXAXStnsqTCykIYALyPbIy9CzTCu64Yt5Z0EGMDzc7AW4OW29GAZ80I7mONPZtNiW3RAD46KuSBBrY9J/bDyrY4Qz2fl/gDoMiSOG6Hh8Xgt3Ii602xsSs2oN7GW8znxUCdzUpWIzvGlHMxroKSHG5PgsKA9fVa3p+f78ZqkCDcvFnGcTaT8yS5efxxqdtgPR48H8awcJzp+eh76cdVrKvBKt+PPSb3C70ah4e73wcSCl67MSHmMqDcEyQZt24JuXjiCSEbnq7WYZE78VAk/U0LWeQRB09qEGgSL0aXlWgkrdsQgKnOhHZXwcKoMFQ7Dvo7orxDyIYavlBpFD0IISiBqNWo1hynVSda9jQVT0IMIo9iFqjUAPOVtNFNZd2kE1Kw7aWtCNlvusGQzSpC6moElLS0m6n8n7USe1Grd+FsDhxsgbYRGVWEGPuAGIl9JfEO807W3dZg9seWmmUqiJG8nCjp0HodKciYkEhGSEXwaQ88vgI+dCBxFhnAK5ZCLFo15h/daNKAILKoLmgsRa91LiayHhCJFj0cWQ38bSVB469eaywI5Bwe6UrMCAO9t5BthpS0QfpxqFIoQI51PQsh2UTg8R64HTXtrNovDHR/PKtEDsBhAJ7RdicAPi4Av5uFEABCDnIQT8YGYrBnyP6HUQgJZIhxGIV8LLOQiR6yPuvtNgtCiM5fgu9RrICDwzKZVU/kexwm8poG8WwwPuiwkzTKGXLuj5wDtxJw3gOnAM43wJkGgT9scKIxwtgYHxvkQFlmjRObbpTb2UDssRdh3A6X74tjsOCM7GZTggefjURYAjJeto/8MKiYsMY5QaJDQ5ZG7Hjm3hp4k8luf62kZxyrARSSxBlojocNcLZSJL447jTKLbnp+xITYYv6MajbjstksuulsNfKZq+yXhIeg9vxHK2Hw45djEWSQ68OvRuWkFkCZPvCuAAGg/MeYrwG75mxHIx943mnJPsfHFw9ohGjEAt6Mlg3g8HeY7nUmFRwnEkqbE2MzUZIxlNPAc88Ix6M83MnGY49SEDqxGDbzIFmKjOdmxpAKwZ1ikC9kW1DApBLFqom4GpMZQ6sAjtZpkI1LN7dRslEoBQpAtUWQwB43wiBqCAzvUH3S7WQhjoLYWCQOdQT0UUhcr2K9mOW91mPkZTw9LWQgYl6UEIQwjGhx6UXAzDF4hnZVOIdqLIGTauhn4Gh+nedSjwEdPmsA442xaMx7zSDFYq3wsqoKHvqAnAyBW4oweqDpLpdaaxH3ZcsUoDo/untYJu9kh2E0tcISYXbBzHK76g3o6tkzKokBCBmISobyP5VBuYQsnFHfzOvdSqtgpCPpf6OatkT8V7oC3pOWwAnKKlotxCCEILWy1ACQsnVlJNy6qVotB3dBC1UbqXHqHWF3haYB/GknKL09cVArFRJUAMziMdnmsWjAbVbDphpLRQP0rZSYtQLIeqT3GfbTop2tt0VmWx4nnjZEg1rWN/LSB/Lj6x3wcpZ6loME9vOuMgaYXX4NKS5fEw0bF/H0hkb/HsRQbKG/HjGf7yMx7KeFC6zenUa0zTIKFeysRTczrZPI3tM1MbHtOTN7m+3pVfABqSP+8s2beE8Xiv22fbR1k3g9eM2NusVz3EcT8H/9AyM5VFjsmqNXNs3e19st7uxJDZmxB6v60qQPK+Frcdhr5+teG77UtclgPwqGdL06CwWuySDnosx0RiD52o9GNutEIzlUrwXTz0lcRmU+zkcY2SNu7Aa+KRGctOLwZGiGBwsLNcDYJpYphV9oO0M7euQqxeGaMSyfiAgYfc9078yhgMQQoEaCJ0Y/lUSEpLVI9KolyhHIQV1L/v0lXhCOjWwk1qgOcorBNG+cznrRAAl+w/jPuoe2E40lkFJQk9jXL0Edp+pZq9i4T2brWqhaZmYzjYr6clqcLK/20r2nejEFGVfJB693i8ZRXpFWRN/xgLEW5ZRvBvmdCV2Q68BgngiFmrck3zkDNZclH7mIhmjRwUZuMG2gxzztm7DFLr16LgVhBgsAdyEek2g9TV4Htp+T0+Mjk1rvBSDrYQSJE5CM1GS0dFjEkqMxItpsNdKNOpGPDCTKCQpVhKnUel9sVWiPFXS2vE+zTIeKYv3q+2ATStSqofx8fKyJBrW2KSBafXp1lAfy5BIJmhI0rimAWO9GTaDEeUpVpZj9fn281iaZGftATnmdrtLMsaz3VaGtI9w7PNwWON1HJtg+0Aj3faX6zabXRJFjwD3Y9GzqhKysFrJZzuDz21pzFM2ROOfMQmsej32YIRQ0uRSqsRz4LKUihFqz4/X13qoeB3oQbAeF15fbsP2eX+Ma2LQg8B7oOvEOGb7s9nudaLczMa/8BisAUGPiE0JXFViJJM8ULqWcyFe7LPN4MUxuUrBzYzHINGYz8s9YgPAx+TfxuhY0sb0wLdu7b6uyng47hM0uLtrgXAMxAmkSngDVK3O1kNkPz3JbRS5xSKIJ+SZB93KUAuSkqmBRJBcKFsKI2u4nWsmKSUCmyNJ7xkhHofpRohYgIzTdgrkumw/GMpz4OC2GHDtBIBm78mVtFNrkHaqxNsQMzBXC3c7lTaqJIbfdiJSqZS0jyqZQg/cWAJ3DkXicm0tbXHWPaono68kM9Sk16KA2u60B05nkm1q0mscghqbjKloI3A8lVnvhcbodFFkVYC0v+hEEhUhRvepxnRMk3rBdAUDpXs1ujNEpkPSeqREZqvEYqpkp9V9ajXqV5UY/G2QbZcQLwYlVht9Hscs/TiPEgNSZ5VBhUKybwbgIEvsxhJihG+gGaYycCvI7P8RpM9n2teF3juTgCFD1Ub3iWG4nVAF8SQcRZFRsfYGycc8SCD5i4EYgWkDzKf6Hdfned0AaS79mmW5P/tavu8HXZHf9UkIRa8Su6Qk46wVKeDDiJcF0bDGNDME0JCjQWhnsfnfZvKhMXtwUPYdS4X2STLsbPzYU2JnvO0+NPSsrIX7WuOXGn+bpnOfV2O8bEw4xp6OsYeDfbVExB7Lzpwz5oH9s96c8UxwVcl5chbebmuDomlc8xp0ncQfWHLFceS42XMheQBKrAffM53r+PrTi3FwUNazz8DuzL+tpUGyRcJAQ57pbsfeDmv0kliQGPQ9cP16qQeyXmOoMcLzsqRhtZJ2ZjNph6lxec4Mrt9sdu97S0pTkmvITEoPMth3yqUGrazxYoyJOFDuSyt7I3lfrUQa9dRTwAc/KJ9Jlh2OeyIDuQXaYzGk24kaQAuZ6cQamJ2V5V0Wo+9cDfVZLFlzHli+ESHxGTp9HegFBkQyQo98LcYpg8XrjRACAJJlZ40hSJy1NSL0N6iWzzkX7wQLnzUdsDwE+omQi+ZcArdDEGOftTHqXgy85QK7lcG1zaX2mx6lHIGjlR5fPTMHGyUTEw3w7kvAdqd9XOhv5EQv2KYGfuOaHHumL1b+biuRZC1akT6RIHRR62BUsn3MQgCOp7I+qKFfJ2mLhveNVpZnAMjSRoDItfpQCEOn/asgAchD0H0W+Q49HOsAHCQlC0nqWSQUb8pZlCDwHkIgbiYhGnTB9UFiMKostTqO9DnaB+DpINKiQ4i06Uj7vYXc99cArBNwkiWmgx6qOmjmLL3HJkHOYwPgLEsANVPg9hCy0UBqatwuXbtUHMzkWdM0Wi9Dv7tzyHWNmm75qAOSTgivG7l+bSiZw1aQOiDrDtiuJevU9oH94n94eKiJhjWoaXxQs09DZJy+1Bon45Sh9j1nvMeegH2G+D65jF1uiQZQDFgagtbIZzA4KxJTisT9LpJRjT0bz7buItKx75zG5zuGNdLsudE452dLEDhrz+Pb7FFtK8alnYUfF8tjf6xcC9g1zmms23EbexxohNvYCh6HcRe8Fxg3sliUe4fnb70mY2mSzdTFfvBes6TNetRsf0Mox7aSKHsP2Tofdl87zpaMkwQ+yIix/OBbmZSVSlnPHPfhZxIMyqWWSyGwd+5IwPf5+a4Hy+F4VmSgXwFpA7QzYHMALLaQuAI1YiPKa1uL9KKPYpBNA17yOgDPGUosOFU+ZJyKGILAA8pyVBAZUpJlqdHtMsCK4LmS90m/pxEolbPVi5DoaQgyTlWvfQjq1dD3DDpnWqIc5dg5inHHWhohS+G/GIRItFpYMSaVE9Wqp28wxFF0KnMKOsNPoz5mIRBbyLariQSVJyUWXRICEZUoNEoWAkrFcOi+WyUBTS/HOK209oUa+lv1ntRQT0qSz/NevA1MYdtH2ZfkZGnI3CIVD0aAzLwzBqIh2YMStySkgJ2cmuc45VrMghWghfyyeBsCtDYHSvXxdjjZcswMqZsRIKRCVXSD94MSK73lAJQ4D0COxUsedRxrlCxXrdnvw0UIKpOqJavUJMqriUAdgagJEuqo8Vb6JaesrkpCsnMCuh6oOvFsLFMhGQ+pQ+PhJRpWPkT5CEnG2DAZZ2yypMPOco/JyDiY2RICa1wS1kjf5yEYB+1yO37m+tPTkmFoTBzGcQ33IhcX9e1epONeZGNMSqwXxnonSCqsp4ieG3t8GvJ8zzHquhK0TA8AM1FRzkSyMZnseoFWq9174fS03AsxiteA94dtk6l3eQ26rmxLGRfbtR4cEip7LuzfvntgXGGc8iqO0dgrxm0ZsN+2hZRZAssUwfYe4XjacSehsff4gwpKzSiRIkGy6WttPArvOY43r2Pbymu53JVKjavBOxzPhpyBtAb6NdBeE6nP0UYM7KxGc4Wia+9rkV5Moxi9i05noR9ED1pAEeIDwyxzCGJgBaAwqCAkgvEOuRIvRJVlWVYjHpWMTV8BSGKoplhCQGISghLVmu0bSHxLVuN8WghOVhJjjXebwha9/K+TyLZCEI9HV4nRl0g8ajEAN42cynQjUq2k5KXROJyh1kQl7aYoxPGxE0lru5yIQdkqYah6eW0qWbbQYxItbZYsWbG6KB6vSRIj9bxWQqRtZqiXhs8HfZ5sopCLaRKpzlkthe6mvVb4RgmUniXxZMRcyANvvUpf7OMkaRVvyLY9ihyLsS/0RFS6LqAQlC1UuqX3NwnEClqUL4uBTsLQQbx7tSETgHgBWj1GpW112lalt2gdpK0+X47xTiI0rYVoTPU7O1XyUVdArIBQi1engXzXkxJwJiuodLKy6kRO2fXAKgGnXYlLeRjx0BENzmJbY3I6LTUGJhMxTmhIsQaCjcWwr336/+czqz/2ZvC9DSIevx/vZ4OwmXoWKFIZa1ztk0SN+/ZcvRyWLNzL27GPuHDMxkTNeilyLhIkK4tiHAGJHCVF42NRxmZhZ/NDKIY7Z+9t8Ta+t7Ea5+flWs9mMsZtW9LQ0stwdga8+tVyLMZHWOPdxuFYAkSPDOVPlCqt1/KyZIYyK17vnOWcuS3HkDPy4+t/cFCMaEvwrFTNkg62A5Rg++USDyToeTk4kOtiZVO8v2yWM96bNokBSQYlU7dvA08/LR4NJxmOF4QE9KcyOzltgXAmGZXSQvXpHdDNIBZFL/KUswaIU/F8vFINju2D5tUIAOtmQGduYw2RTkGMbjRAruXUqiSGFGqVM2lhu6C/y1ln3KtOArbbhezTaHaqfgKgwpA5qqElWQvZyMpEGMvR9MBsq7UvlEwcrKTPzVY+nx/Iflk9KlWWdicaqHtyIIRgthW51KSXoO+DjWSlOp8Bpw1wY4Wduh9tLZKnaS+ypXUj/69tdGw2GOpEBB3LmIUErCv1ZilJmffS15l6Kmb6qpNkb+qiEJWPXAJPTaXWxodmkgp3pr9ZT0+Bjz+X4y2jtBN1322UfiaUIPFpkm27ILEfk6REIsj9eCdKzYwlMDCREIDDXqVCuuyxJNmeTkIh0i2AZRApE0nAJAOPBPFarCFkIamXYw1TFTyKwV5Bvg/LLMRhFkRe1QTgTD2FWQeXqW63WUhAewlEowEwq4GmlpoZB5VIpWYBOMxChOta4kJmetwYxVN21GHIwrUJcr1jJ+T1dga2LdCugZMNhjS+DyMeKqJBkrFYiAFiDcrZrBANkg5Kd8Z59scGOGENYh6PsNmirEcDKIbj2BC3pIKGoN3Pbkej9M4dqUa8Wu03+sf9ttuMPz+XF/e512vcvl0+hg2KJ/Hg2DL+gOfMbcf9trEftp8cTxt/MJmIsUwiYONzqkruFSslIgGw6XRJRFgro+9Lhides9ls10vBc+J7Ep7tthjxQPF2sC+MWbHXflzEkP0igSD5YS0N1j2xJG+93l1GLxH7S09ICLvE5kElGrOZfMdJMOz3mJMH9rvE60CpmM3MRe/UM88I0XzQJWOOBxgZwFaJbBLjqavFcAMkA9VkU2b424UYHk0rBnS9AeZR5CQvRS2A54wAictQD8SQujYLMQhRZmtZtA9RzjHqDHzW2ImYxTsROmBIddTLmEDHRJseUHdAq9LQ6VaOERIQt8BiA2znEvyNKDU2mBZ3M5NYiTYWqVOtgdcTDQbPUfbdTIDDtXoespCEW0dy7eoskqiYZf2tQ+D6SkmGeiAYeN5W4uGY9DJbzboWzCB1c1WIzawDbs0LsXhUg84jpL8LJS8VRDbFDFkAcN5o/Y0ghvthJ56MTRTj9pkJhpSvR616ZHRWfWPskk2Ugn1biMdkQeUAxMA+U+/SjV6IAX8aayUim1hiI24acryKMlaswXENEjOxDBJnUWsbBxACFZV81UHkSG3CUIRvlUqg9yKWe6PX8+vzblzTJACPVbJsFfCC3AQBWmk8ArNKAr0bJRgLfYZWDRAbIRZVBPJEyE+q5X6PUe4/Bv/HVu7fthcy1vZAuwXWW2DVP7zeDOAhIxqUuLBQFw0Q69HgZ3oAbEaai2IRxpmDbAC3lTvZ2AAa0dzWZrbhNtZgtpp5Sxhsu30vht9yuZtKdx+5+HCIg+3j891vTGRsW3YMLbkC7t7HjsN4Pa/BmNDYwGobFzKe6bcyLit1AsosOPtgDfNxumJLkuw627+cd+NCxmlyx3I56wmx8RbsNwkBl3E/e85jkjeW+Vkvnb2/bDtsY5x960EACSTjM8byR3sP2nGwwfccX5vK9vTUA78dHyYykNVb1vWadrPFELuQYjE+cwWgwRBcHWqZ3Z3p64EiGhFFzxQwxGUElHMDsMMQWM0ZQJE0BWlr2CxgiINIQYz+yGdlxiCLojSHO+aohpl9NmXVwedyzCGdLtvWOI0UpY2+kv9D6ljzYpwHg7kJxtpkPacJMzzpcTLEewCIp2VIjwsMKXKRJcMUvSLMSpWCSrgihriUpPvN+tL2WSzyqUmPIf1uHzGkVc3QsTRjHXScOZ7nlXg8AoSwDNcEKq9SUkfDu4cGmitxYbX3BPGetFmvm7lcNUpMBu+DALm2WdfVeq0n2jdWC+9y8QQNhQOhv+P6OaJ4RXjMCkIKWJDxuX6VuC/T5E6DyKVqlThOjIKkikCohFyEKOTCxi5Vet16DA5MwNqDnWSoa7vixXlY8dAQjRhlxvngQDL1HB3tEg0blzHWco8NP+td4DLKYexsKLCbrpUz0TTYrGSHBdnsbDfb4cw9t4uxkCEaqjSOzs7EIKJ0ZuxVGM9kj2fX93kz2Gdi3/J7kQ273xhjAjJebo1e65mwHgWbEYn72OszzjxljXwW6LPX1gZ0277EWDwVNtbBejgsqRl7vKy3iySFmcF4/9HrYImDLf5Hjw7TrOYs9zXvp7OzXVkY77+6Ll4LpvNlBi5LjHnfU2rF5AKW1LFWBA16piB+UMAJBevNGKcqJqmzweD2+8jXZiNejONjGVvrTXI4XhA6manctMCmU6IxAaJGugbo71OUWdF+AuRWZkKbSgJ2t1mqBj8Q9sdgGaIYUqpHpxQqcD09HapDp/ZlIAsBJShcm82VGKpD7QzdLqKQDno82pnGSEzEA0QvSK1StaGGBsS7sZnJuiqJRC0EAEln+yuJkQkZuH4uHo5ODeuVemMYxD/rxLDvo0jcthqrMm+BSSvZpkgiJ0m26yrZb66xGJsaWDUa6wEhGtdVXpV0nLuocjElBPTEZADXt8CqFvkWU81S5rSuihQqQ0hDVO/MkIBACU2P8v92Axz0kn71Zg88U2FI5bsKEtPBquJHnSzb6rqQgUeTZJ5qATylfaqTBIBv9Nk4ycCxEohDiGFOD0QChsxfla5bB71tAnALmmlK9z/PEqMBiFQpoHhIgBKv0WfxPEyDSq6e421eQUj+tajxIhFDYb6oEwNoJOB7EgHU8j9V4v1KWfarIddlpd8RqNeo1wtUb8XD0W1FPvWAzeVdOh4KohGCEIvr18WTce2afKYhQu02Zz1tRiAbLGr17jTOGHBspSWUXzA1KqUXVnJBYmHrNtiicjQcbTAvvSDA7qwrSYmtXEwD3M7IjyVg++RgFxETjqN9XSSxstuO31/U7r62rKE/Jhpjr4X1FozT7VrvAo12632ycSHsI1DG1l57ggSV+/Ke4TW2RfR4n1jp1GRSMhY9+qjcH6wxYrNk0YNi7zcSS963JCTbrZAOzsRbgsC+8N61qVyZJpfjtFrtztpTQmi3t/fxev3gzPKHIN9xFuYbkw17z9tAd/t94vXeboVgMDbjQfPcOK4utu8H4laIw/JxleR0AKbAZgHUawxxDXUjhKOeACeNbHuQJD3oWX4AYjWikooJhqDvkPTFmKgk0qlBVF+Jt6Du5Lz7GZD74jlIDQbiwixSAfI51cbzrO3mWkhIlWRfyrIOz4G+xeAlYbB2jsDJNSEffS2z5tNWZs6rJMbwqhFvBFPfTtvCp6adGPExC1lgxqte2dGm0TiUJLKqtWauur6WbUKnXopO6mlE9VisGuCgleN3EThWIsS0uZXO1K8aoO5VehcluPtIicxBB1xPQjaqBBy2svyslsxOB72OAcSwPa20zoWSgOutxGK0AXjtUip/325k/bzHUPjvIA2XSOp4VBKrgSzxGQs9xlklUr9HejHwtwDOghAMquNImjZKQhC0jgeAj1DDvIUQkhzEYE9BpFMHJF66faXbnuWSWarLQhDuZAxpcbssRGOu36N7YQqRLJK0zIPEZLA+Rq0exzwBDiIQGqCqZZ855P7PnSwnsW6SeGkGO66XOhnbJLEoJy3wTAvceRlIda880WDdAHoxbHXgsRFiZ59pcJAw0JBnNeDNRt4zlazVdNu0oGzLpj7lsvF7u8wazzwP4G4vijW6rczqokxY+7wMz/ayxupFnoqLvBz7th9jn9fEYnyudhz43i63MiBg15NkJW3j43OcrXyG8RFcbovwjeuXjM+DcRc2PSxJifU6jJMIjEkSSQQzaI3lS7YopL3uTVOIJ8kV7yPrUem63RgS9sfuNyZz/E/vnyXJ9xMM8r6o6reVQpKgWWLJGBjKpVg34/z8wTg/x8OBvAb6c2CzVONCDZiQxeDIEciNzIZvObOu0qk6iIF0s9J97zfZCACL9EHPYUhbGzBUBGc62dDLtrEHoLO9IWCIz6igv9N85ughsn0mZVnfqReI8qK6lXiKphMCsjzUAHI9fggY4hiqpAZ3KMSEsRxIRcJEKVTSeAum1e3pJSCxIEmKZf0qCEnYqDdkU2ulbyUMd+YYvDmUN3WUoJnz7qN4R3p93wYhKIu2SKYWndwHDOqeJDnXdY0hNS9FA/OkdTTozdDXQS/LQhaiME/ACT1OEOM+6Fg3WQjJaRAvw7VOY41y2b7T31kSCh5nkUuWqW1UjxOKHCyol6GFEOoOQhCmQb4DrRKRRrcdPB+QbbssbVGWFPT9TNtqddk0FBki77MAOUbFPgeRhS2UaERdX2tsBolG1B2iyqgonUpRA9cThmD0HIUI1ozjTHKfrlVSuemBkw5Y9g+/bAq44kSDhtBiISSDhbtYvMtquK2xYdOAdl3RZm+3Ip84Py8GCGeqaWjZitj363zHkp/n4n2wbVxEFO61brz/PtJw0fYXncsYYwJhyQU9T+P9eU32EbXx+QJ3S6eYdnbsVbHHHcfk7BsbHp/XiAHZdvmYtIxn2m3F8n3SvXFbPBfuZ49hq32Px53tjIskWqJhSZP1+t1P0Bt5EckYe/R4TtaLQUkaPTXLpfzfbu/vuTkeMnRAvwY2pyKf2jZiNFEZlDU2oN4IwWAO/qpSwziI9GMWxHi5r7ensVTD6Hc16HtU4nVg6llAjN/Bw2GtPDX6dsTzZn1AaSMp2YgdAE72BPGSTDr1DikxyJT9aHtMgRtQSFEXdMaevw861pmkRuVGjKXIQbJKbSbiYaiVoFDalGshAzHpNQ2FVLSVpLhlUb+ksqguymmTPEGHoWYbufQBkPZYS4PxEzZmY1VpjIIZz0GmFrSYYJD95wk4rsTbMMlFblXrMdoglywCpehfFBlUGyTLlL1mvQwZ6lyuXZ3FcE9Qj4ySAsqhenseKM+VGErShKzbVbpdVrJBIsXbknEPxET7MBwzmODzUG5l1uyozLp5UGID/W6qp7+uxDPJZAi1vqpKJFRBGVYIcu6djjvrwSQ+V3vx6qVeEkWstBL4A5nK+pJxpYkGM/XcvFmIxmxWvBrWGCG54MwxjYvVCvid3ylejNu37/dZXQxr+I2DXy/ybFjN+kVei7FxuS9b1EWk5PmQGAsb5Mx194p/AMpMtTWmx8XmSB6IseFuC9QxFsYa65S88XhjyQ37GWORznHcbd0Ke25nZ7uynvPz0vb5OXbSMa/XIv3j+dGjxvgNm2BgLM+zMrG6Lp66vpdsZUwHHELJrsSUv2PZF8eUma4oNbqfoPdy7Knk+I/v/X1eH04uMDbjzh25PvebRDkePvTnwPZ3gbOPBJobQNQ4jeWhzpyrkVF1wGQr67YLCEnR37CbUYyV+1kxOCgJsu9DBaAWgzYEqCgdQ3wEdPvYq7GlaWgTAASZHQ7AUA08K1GByo4QZDa43gCbQ/ncN5IytOkHnoBrJxK30VfSxnQt/7soxfzamWT6mW1N34IY6o3xXDSpaOxTpfIplST1lUig2lq8B6zeTaQocRihlf8xA8dz4Gxa+sqq4qfT4hHpIDKqDDHq15pJinKtm2tZvmrE2O+VxFRZUtJ2uoyVxVmgr8nAbc1sWGfxhPShfA5BL08APjgTKdaByreebIrU6clG1h0mkQedVMDHdDJW6yAZpJba7lEWr12GXOM7KnPrlCSHKMZ1BSHQS8jyFsAHAvCY3kIhAM8AWKnH4yhoQT8lCQsdg3USOdQkiAypz9LHDcp259CxCsCNKDIn63XJEHJDI7gOZSKgroFqIt/ZqXowUiPplI+y3KuxAm52cq+3DXAyAR5rlWhEjUGJ4nkLvcjG2iTf7bSVV58eAGnkS4ArTTRIKg4PizeDyyj5oLG0ZcrBToyL27fl/4c+JGTjQZixvResXMpmULIvi30k4yKvx0Uei+e7HZfb9eP3+2I4LOw1sITAxlLQ80Hj0sa12Bl67muNcy5jTIYN2q+qUpjPFuvjPTTW+zONLvfdbguxYR94z7ENGz8B3B0HMpuVauVWzgWUz+yXzWZFj8dY6keybeOOGOTONLuWrAEl0QClSEzrS8Jzv0Dv5bjwpvXy8RrxZT07PHdOMJycCMlYr+/fOTkeYrRAfwosb4kuvUlAPJSZ8aCz43UQY6mfAOfXxaCNOkOOtRhrfRRD6uR+fPcqiO48QiwiTkIAwwwvU96SVLBgQqA8KgLNppCLAAwzwDmK8cb0sFUn8qg8xZDFabbCkNUnQ/bJSgjO5yppgowps0sx1S3jOphZKqjcKGbg7BCYa42N9UzISNS2qiz79KF4NVZT9SScAccH0u5iWyp895WQi1kn1cEXrXxOUeRSFQ19JQtNDywbDTJXA3raybXezKSNs4lI6w62wCMbSUF7MpFjHLbSzqYSIlIl6ce6knS3CdJuk4HjRgxg7tMHOe65jk8bhDxOEoYMW9d0eZ2l6N71LHEak1CIzlTHsoZ6Q3T8zgMwg3gxchBPyLmSgk4JyUTJwTYUr902yHfiKIrcqM2FGAQAt/oSHF5ludUOgxCjE8ryIHLDBkIy6AG6oUQzAUMV9SoUTwvvzQBgMROSQW9jNxGycZjFuzHYJOrRYMrn47nEuUxa9cBsJRh9Wcl13GTxcK42EptxPycQXkpcaaLBmWBbGZgvGoQ28HO7Lfnyn3mmzGamK3Cx72X8P1uMBfe3/8dt3mvdPi/Fs203Xj/ux9iLYpdxu32pSfneYl8guSU24zgYSxasF8gew/aZmSfsOYzlRgwSt/edJRbslyUZXG9n48dSqBAKweQ+PL5NhWthSdS+cbVjNd5vHCBvCV1d378aEyRMF8ml9nk0APlPL0bbChFbr0s62/tNnhwPOTqgfUpmq5uFzqJvRQpUJSEYoVYDO0vQdNqKkZW3YrjNIPrxs/4+zH5GCJGgtyHvGmQD6VAj1waLc39Kiqw0KvYymxzUoAwQcsV0rCnIfinIdkmNubqTzwiQoHH2Rw3evhaDnwX5eiUzGfqbFsvng7WSPnZVyUtbSWXuKgPQfVKUbemhmBk51KaW/fqosigN4mZgeq2/L5sGRQalxIqSpirr+UPa2apcZ9aXtLetjiM9Dqx8ftRC0iTnQmaybtMFCRKHEpk+FkMfWTKcdVGOPdPYkpCLxGySpQhdk4CTWGpCkNw1ubxf6TnXSfbpgt6vWfqaIF6cbSgB4b1eO16EmEucCGVtIQj5SpBrT7kVyQEx0e2AQigqiByqUTIUgCEtchUKgYnadoSmsJ1IbEYV5dVHWT+JQjqSytWg/ah7uSd6xhMlufa9jmnMcvJdB2w7YLWV+Az292HHlSYaNH5s2lrOJltDj2ksVyshFk89JVlmzs/v9xk8d1gPxT6isY9w7GuD/y9q4yKScC+Pxb2OsU8CBewa9Bcd0xrK+8igjV2gkT6e0d73st4rpheOcTdzlCUoIcg21itCqZSNrxj3l9tOp2XWnF4Q++K9SzkWyQo9D9YzZ8eBqWdtnRUbi8BjjbMpWSJhg7/tedAAt56N+0006KV8NrIxJolWNsnfgeVSiIZnmnK8qMhA+wSwvi4z9dMWwEoM8RiA9hAS7FzL7PDpTKUVSaRXdZbZ4D6IIfWSBoYH7HotSCLMbykySopbyLmEgFILQ4nKkLZWUdGLqkZm1H0YBJ6jGqdKOLKRM7HNFIGGn6UZ9Gr0DwHHGneRUWRRWa3LR04wxGZEPa+uAjZT8VI0KoNiHMO8Ve9IkGrhfRTJzGoq7fH0AiT9bVsDhxstDliJ7GqhbXA2vlIjnhmsNnUhEesGeGQlBuvtma5DiUlJSgQOGUSuZILehlZJQVcJWWnUiN9WGIr3XWtF5hQgpCOTpECIwjxLXAeJBsnBJsr+jVzyIei70r4tsmSQ4uXZKgnIQd4f6jOnQ3n+RIg3IwNDGtiot02n9/5BEClVr8fNeuyUJZ5pqRehDsBS78E6a6paQywCirejy7KugsRczFWiF2tgqkQjQu/LWqrGD3FHSiSnSeSPK2CI02k6kUaxsv22BVIraa+Xrci/Xi6Pn4eGaNhq3wSNLM5gnp+LXOLOnfuvN38+GGeaGs8yj6VRXA8UI9yuezZisS/249mM932eD2A/obDHsF4LS0qswW+DkWnkj2fdx3Uixp4Je56URc3nJY4BEPkdsxLZbEw8D1vvgu1QojSb7RKEcXD6bCZ9XK/lPY/L94yX2GyK94T9YCwG26TRT5LE2XqePxMhsD9VJfd915XxpESMZIZxLfSU2ExXOZfj3I+aGiEUWeS+VLb3kgau17sxGkz4cOvWg1v13PFwIa+B9RkQToD5NdGn50aMYFYJ72byOtjKjGk3A+rrwNltTRMaxfh7ohf9+ks2EdoIwaBRFWYowa86Az9UDE8oEifOAkOWUdOSK/E41Bvs1NOA/rYjCIEIQchIo7P1fZRj9g2wPhCZ03RbKoYHaR6H5zp+jciPciX9riD9a5iqtgaefkRT3qoXZauZpY5WIk2abWXbdQSuL2W7PgJPXwfyRmawF0vZb6Mz2UdrTZcLMc5rJQ+AEIKZ1tRAUKMcGLJeRUi620kHfMQZ8ORCKoAfAPiYU+B4Aixr2XbWqRGuRGLRi4Sqh7R91kiQeBuAV2oV86xEY5YkuDvps+1mJwb/MxPg8Q1wq5b9bnQilVpGMeRPotTSCJBjdVliNJoo3hC9XbBQAjHXy85jNZDxuIYSj5EBPAEhEg2UOEWJZ+iCEIaNkoB5kNiLVoPgF1GqhpN4n6kUcSq3E06gcjmoVwPFi2EribNIZoTaElMgNBgkg9Mo3rO2AVYzkVBNshK3RjxyG71P2lridHICTmogbiTLVK9xV+stsNwAZ9uXD8kArjDR4CwzZzn3GRtWwmL12Zy5viqwM7VjD8E+Q9/OaBM00scG/nMlDPu8G/faf9+++/puZT3j47DfVs4zvrZAiZGwQds0ylkQj+2w2JuNsyAYx2MJDfvAeIixt4GyKmaaYtA2z5UyKEvwgCKhYjwGz4uB2exHjMXjYuVQ48Dzvi/FBscV6btOSBT7R+8Ij8vYEkCWMWaJ7ZJ8sIjkS/ndCWFXImk9l+N0v3Y8bPpqErH1WiYbTk+FbDgcLwky0D0pM7EnjwDTa2rk9UCeA81WDOK2EjJd9WLY9QlYnItRtO7EWLoexVg7fSnIRkSRTPG3O2OQT6HBEPMQMsSbQflNrSQii6eCmaLqrRiNeSrnGXV7aOA2KiEDtcZbdDPdnp6RBMzXYhSmCoNciPKUVMm+VZbt6y2GGWzKrBgLMsxKA5hvZFxbnc2uNjpzrSQmR9ln0gM3z9WbocbnQvO4clx6lVH1lcz8z1ohA+dT8VIcaCzI0wfAjZVc9zYCh1vxYOQg5OTGRr0LEXhmJsXfmMJ2quO+jVLAj4X/chAyUkHiNKokKW3vNNLWYSsGd4jiWdiot4NcsA/iwYhBJFd1khn7OgFHvRCIDUrsx1GSuI4W6mEI0icYadgGwCuyeCTagJKVC/J6JIsnoIdKo7IGZgeJ6xiC4APwlD57AoRkxFAC3PtcSEarHo6tkh5ACAwJKc+XHhHeI4hCpmcam5EquWa5AmIlMRpMgBD0e7Gqi8Tr2lYD9yshGF2Q2JONfofPN8DpFjg2CWteDrjSRGNsgI8N2THRYP78i1J/Pqh4tlnbZyMJ9vO9tt1nsN1ru33EY4x9/RhjX5ap8XbjGIp98RTP1h+SBCuts3U17DorKyJsmtTxeNCrYvezx7HEYNzvZ5N/jT0/XE6D38aZ2LEZj+f43Ahbt4P72/djD9pLmTjBTijsi9GwBHZ8HewEg800xQxzDsdLhbQEujvA6ilgOQcq1X+HKNmRkNRI1ln7PkFm4tUTWicxoOdBjN42CXF50b6GAcUaC+VzMKtpmDH4m8uBQj52PqvRPqSdVU9CCBhiOHIEuinQrKTtbgJEI4+qlERkNQLrbNoBhvgLBBmvutd9aWRyoidpwK5KqQLEKLe/1VslGo3O4ne1EJ0qYcgcFbLKuYChHkZby/8cMARoE0xnS6+GjV1pKzHaKW+aa7aopOdVmfHs+XuubbRVSasaIoYYEMZ/tFGlUB2ArKQga1B4xBDjkkx/En9TIaSiRzHKK6gkSS/9Jsi4h4xBKgVgkFdVHB+99jatb4SRTLEPSlIoj6LsKWlbkc9yXZ95/c3L8Mjh3qzYd12RzHKShzST+BhU4skIldxvMYiUrLP2TyhjFvS6JpRaHn2W72qn8t3VFlh1pbr5ywVXlmhwltVKhGyhLqAYVJSfMLXtg55hysISKmZA2idtGmdaejZvwnh7ezz7/tkIyLORFdv2vmPYGAHOtO9rw86k2xS11sMB3G0MMyUst9tud6tx29l5jq+dCee4NU2p2G3Pi9vSa0KvGdfTiLfV3PmZHha2C+weYzIpDz0bJM5ztNmhbMVwyqjoAQDEsGZ7jBehXGqxkGUce8aj2PHh+DXNSxtAHaPM8lovxr4Uz/tIuI2h6TohGHfuCNnoXmYzSo77jB7oT4Dl/wVOrwHhJhAOxOBdaeakkKT+wFY9p00CuiMx1hadZKgZ7P8IfKh/EeUXASWNrf2NN96N2IlHJk1ktjdsxCALSiJij8HKjEnW9XUxHIMep5+ocawns76uGaNqTU/bFkN7thK5SqezzDlhKLCXKgCtEIQcRfrERw3JRzvR8dsCi7WMfVfLPhU0VmIrM9LbCUodjiwyphSL1KrpxFtxtJZjbzQ97fFC1te9xHVs9Td41okHY6Xt3FhJUb5KPQZPHwCPqJyzrYvhWiXxdjRJPAKbSrJVNb0sO2xFVgUlFZMOQyD8ppIUtW0U78rxRLwyVVLyECQjUp0kW1IXJXVtF0qmqIka0iexEMhFwhBw3vIF8ShMs1QQn+gxbmYhHitI25XKp5TH4TwAB/o8Odfn71b/Pxol2xq9EAeGWfRya4lnJIvHr82FaAAYArZ7CDGfB/F01KHIpzLEEI5RiMVyXjxioRLp2jqqxKoDjjWeiuPHKuwpiHepaYHQS7+QgKzpbNstcL6V+hlXxPy8NFxJokGDzerNuZwGB40yGoz0YlB6cVGA8YMEnqc1fq1U7CICYcdhX70NGmE2BmHf7Ppz8Zbcy1PC9vYt37duvN4us4QghGJA2wBtbrvd7hIQW/17XO+CngHO3DMegkSBMqvNphwzJZEXUSJFEkSPgfU0hLBblTuEci/a8++6XSkX16/XhaRMp+XetmSB9wnPycbzcB0DxxmDwpoaLFg5zlDF7w7jWXhfXL9e5IcvNiYTGbv5fDejnPVsjIkGYQtzMtvU2VkpzulwvOTogPQMcPzLQP+xQP97gHoO9AeicT86AU4eB+pToFkC85nU1chZpTh3pN7BQS4BscdJYjYuHfRSWEu9g+jWp0Bu9DOAai0kIdSyDsBQFTwAg2eDRQqzvu8mGGRZ020hKdeeAfJEtqk7Mf4W57Lu7KYYxd1EYzy2wMFSjOuYgfNrcoxUASfXZV3MQmwmW5XmVFKAr6/F6K63Qly2jc6Qh2JsMrh52gLrqcq1UlneNsCdQwzF9XIErq0xFPxbTUqWKQD40HX1NCQ5zp2FSK8ONU1uW5vZ+SipajPknJ+cCnmZ9tL2o0pKnpkKmQDE4P/QQiQ80062XdfFI7GsMRRDrHvg0U6kTQFCBrfq+aCMCUH60EEkWEGt+JyFeLRqtB928r8LwG19lqyCEOI5J/qgZBHSbtDbbJGBkyD96AA8HmS7TQA+pAQiQuSEUQlCmyWYeh5EHgUAr6iAO718NxIw1MVoAZwmDNXLicMoba6zkIgwA+qFtDmPwpGbpKQ2yPXYaiB4hj4TId/dTZSYmG2QgP/Ui/ytaYG+lUDwkw1wsgXWV0i2f1m4kkSDxiWNMc5OWlmInXG1xhc19TTsHmRYomH7PzYmiXHchcVY7rPPi3GRwT9eNyYnF/X92drb11e+t7Km8fZW4sTP3JZeCIvxuF3UF8YtALttAsUzwhgIGrvct+vKMvbDnpu9H20MiPXiAHcHodM7M+7rODh9LD+zhreVP9lzscutp4bnxb5xO/aPbb+Y3x96VujNuEg6Zc+ZJM9KJnkteN2uwvfe8RAjA/0tKUJ3fgAsrunsclQJSwPUa5FWNUlkHEhiBNYtUK8AdDIbfD1qQOuLQTYCBrnS4MkAZJa3VyNUYySYJarkiRUSUEGM8pgh8RxqXIagbURZX6sehrunRghGhhjsdS9kI1di6MdO1iOLIbeZi9Ss7uQ9s0UhiJEITrio/CxmISp9rTKYrN6LXvoSkxIQ3TYHJSFZlh0fAodKrnr1ItBwBmTfPmusQRKvR1sBJ3N5z+0CxCht9PdoamRWrHBeq9G8UVIEHZOZeh+qLOltV5WQiK2um6u3I0ACw2e9BIznDKxiMfKHCtb6+9+qx6DOEvCcIeNRocRzVDoms4yhHgU9P0ypO+lLbEQXVOKmJ00OO3geQuG0Mas3Q7dr9H1WMjAJKqPS538GhgDv06RyJUigeoCMXQ8hHfzZr3SQN9r/DCEXfQNklU31FYb0y73GKdVBPBlIsjwHkbiFLOea9H5PfPb0EtS+SsB5B9zZvsRZ4x4gXEmiAezqr58tOHU8w28Lqj3IsB4Lew7280XehnuRBb7ft26f0b9vm4u2u9fxL+rPvrYuijOwXoBxO+M4CzujzzbH+1kj3xrU43ZY9I73GwO0uS29EdYgt8cYEw2uI5FgH+hBsNKri8aDBMFm5LL3xb7x5v3PjEv23PZdF+utAQoZe7GJxjgA/CIvxjgzmJWaWa8GZZM2a5jDcT+Qz4H2tsh2lhUwrYBmIhKbplJvQaMERA3g2OusvRrYVSepPtugOvtcDLvLACVSpciAkgQ1rAJlUUo0OMvLWfDcYAgMp5fA/iSxZgSDxZMpBJgqkS+lUCQmfS0eD9Z5oIeg6sXr02cgt0Is6r6QigAMdTC6CVBvlD9pP3v9rewrDCluAyR+g4X+WFCv6QEk8YYMhCFJ20M9Dz0nGNJQZSEATHebQtluql6hFDHUEKHHgWl1Q9AUtZxQBYYMWLEXEnHaSFDyNgI3N8WwT1GWzTvNDJVFBkSjv9MXz53HtNXHKx3zc40hQZC+00sCyDlxDHKQW0OHZ4hhiNpuVPKQdH3W/WqIwX/KSa8sDrINrxevj66rgno59FinqbQZUGJKSIb4/ah0G0qnAoTQVI3ch1UUUstMZ6zhUkHGVW8Dicfh9ySXV08C1kl8xqYHlh1w0kqsxsvx8XNlicZ4dnIcDEtYw5qGCWUkDzLGxhSNx3369H1Eg+/5fzyrv28G3GJMKp4LcbHb7JNMXUQQuL3tg/UWWILBvtvzA4ong1In2/7YGB9LxihloqSO47vdln5YQkvyYCU4lGRxO/bBzrDbsblo/Pbdu3zP62VJB7enpIoz/5R32exL7G+MJV1tSvLeniMNchrqdsybZjcz1ouBEIDDQ5FMMVWvLcppZZP8PCYbPBfWzTg9lZS2VynbnOPhRfckkM6A2zeBcF0MXQC43knK1lyJkVWxpgaAa1lkF20QacYUOhMbxei61V8i2aiBMAMYVRsoxdRsUohKNrhNBvICQ/YdQH8z9HejboE01zZyicdIjcZoaPtVAqaa8jcE2W5zINKquhXjLVeyX65UltQX8jDZAowQPjqVOI2kMq2za+oZCTJ7ff1UCEwKQhxiVsN8AsyWmjmoFm/GtXMMTOKxEwxSoypJdqqFVhhn4b7BwxGA2wdCUl51XGIvGKiNINKmtpJtjtYYCu71EVhOxPh/ZCVG/0ErcR+3ZuLJqLJ4O9Ya9xGCprmdYoinmHXS/qbSe8cQmSGaWkkFSVAVMARwK48cvB/kltkQQXopdgx7Xd+ol2KaxQvSA7jNZ4pKyJZBPUlZ7uk2S/8WQeVSEG/AJus62ZVKPSlaH4RsNAG4XomssMtyzku9VodVqUcT9NTbLO0fTYDJVAhbDRmPbQ3ESvoVISRzacY26j0e1YO0rCQWJSTJZNZvgG4NrNbAclvG/uWGK0s0ADEgmD1msykGlJ39txlzaKDQaKFB9SBi7MEYB3zbF9dR329JlTVO97Vvjd17eUjsfhe9xu0/Gzm5aNlFZMQus8b6WD5D0gDINbYSJaDEbFDmRILB/WmkWmPaxsdYDwaAIajbGug24Jy1MWy8CK+lTWNb1yIVotTH3sOW2Nh4D5sMwRKfsednPi/HW69LwHqMJaaFhILnab03NuUua4LYIPbLAmOuSDIswbASqjG5GN8zHOucpZ/rtbzcm+F4IJCAtATOfw6IfwDoXgnghhirh1uVAR0CaIDmTIy0FmIs9VEIRb+SQNU6i849AjhPwHm+BHmGkgnKowJQCvapkRU0XiEEIR/De/7u8LcyShxK02Io0Lc90uZ7YLICsgaEhyBkoNd4CRay61Vr03TSXjazzbONvG+n6unQ5ZsZsFnI8YKSkHaKwWPRNSgF/LLEcyCUQHAWWmt6Pb7+xtQaI0EiMekxaPgnnRijDMyeqWckRSEsXQQePZd1Tx/IteZQxwQcq7zqkZVc52vb4hXoInAaJSh9XQEnKvNa1aVGB437a3xWQNad1iLz2QZJhVvrzPqdGjjSY6wrLVSY5FouKzluDUl5e7OTuIuuKjVCJupFOK3kPDvIjH4MxTifZjW+ob/NEAO9189Hev6bANyJIjea6HHPQpFGsd5FE8Uz0AWRD3ZKPgCJu+j1e8D4jJ7ETY/TAFhDSEwTRBK1PZT6LNtDQzRUqvfKjVw/RAzetKB2RhdV5qYarbrXLFOQtLa3E3C8Bc42svzl+vi50kSDGXZs7QBgdwZ8TDrG5ONBJhrPZsSPzw3YJQv3klk9V4/Fs/Xlon7Zz+P347b3HXP8fuzJGBuXwK4ROU4Ra9uwMiB7n4xjNMbyoH21K8bnYWMh2K6tv2EJjyUe9r2NP7L1LqqqBKszMN2SS+s5CUGMdH4/gHIcSxZIrGrzS7DvGlgviv0OXaZXg2R5X1yG9eTZIpVjjCWVDAS3hRkdjgcCCUinwPp39Ts9A6YTIGigczNMHcvmzRkQWp3RTUDotKCdSm4O1eBHkgrJCS/QsAllRxbnY38ppg8Bg+ENyPahhwSEc70hBFZelaK0E/g7V2lb5pWUWFBmQ69F35hjB+wElWclO7b4X288CKzYXCUhGjsTcEowWI8jJ52thiynB4YBwVVf1DJNp8HfoUi6oAY1i/FxfQ6SnYrVvQHtTy8z+BM9z1Ujhi6riG+qEsuBIPfGWgO7M8RjEbKQzm0s6yjHQtB4jq4cN2aJ26hQvBSM0UAlhv9MU+wyM1WDQnw2UT7HJGRireM/0z7NlGxVEMIw3F5ZivltIN4GhOLF6aCyq6DyJukKb7FyzYLeGxhs/OG2ZdwFb2V1MJU4Cr0PaiUakwBJlzyR+6uB9KfW+4AkI4/Ogd+7pKSpD9LhvpeigtsErLUK+PJlmGnK4soTje1WjAirgx8bSvuIBo2YBzEDzdib8WxEYd+2zyWWg//HJMB6CJ4PaRifw73W71tuP180S73vGo8TAFhjfhyvYVPRWgOc7dtsVjmXVLH0WNixsfEUVsLXNCUrFA1+BofHWCRLNPK5vutKhXtrKNPAnkyKJ4JxFZR22ZgE9oNeFVs0kN4K9pFF/AgSNBsEbtu2hIpJFS4LTVO8Gfu8GPtqaNgXiRnHkrUzeJ5ONBwPHHpg+0ExaHAETB4H+rkYfNdWYrinKAbzogWyGqQZQN6IwdS0YkAdRDHsasj3gJmpnjf420rrk5aeTqxQOgU+V3SX2GPwejDaOKn0JKZCKHKFIZYDKjWKQLEI1QhnbEWoJDNUzMD2wMReaBurAx2HHjsFBEfcBX0t+066UkMDUWe8lUA0Oitd6bn2lXgijlrpSxuA1RQ4VOl1CrJ9p+fBY6WgGv4s8hvW7whZCvdVSWIuGN8x6YUcHG5llvx4JtuyuF8fRTaFXLwMZ5OyzWkjpICxG8dKTGadEI8Mibm4vpUK4IjijbjWCaEIauyfRfWKZPF+XGuFUGwCcL0VQtFB1p1HIQzTDBz2wHktSQrmuu8Ucj8mqGRLx2YGyZxG479TEhQh+xwAOANwbq5xhtz3Mcj2KYuHo00ig9rq/oy7UL49eEIqFMlVgMZk8JYLwLTRtMPqHWrUkxaCSOP4FaB0jOmba5U1tkHGueqBTonGJgGbrUimlu3z/RI+XLjSRIOpKzmzzJlMmzXHGts0UDhrSlnLg2aAWGMKKMbsOIj9IkOdBhdnvi3BsiTBzpjbmI1x/Abb3kcwLvJ6PBdis48QWgPXzsBbIsk4ClsF3HoiSCSsF4Dbch3H2XosrNeEJMD2zWaaYvwGx/X8vHgXlstCamzbxHRaPHAkDDHKPUnD2MoAbeYkejRSEoP8zp0i4xpfY8oJj470B3Ndvi+UT+UsqW4pKxoTMxr37MNYFnYZsU4818WiyKXsfxIQxodw3K2XaOxxYX9tkT6H40FEXgLb3wG6Z4D+/wvceARoF2LQH0AMpTpCYiD0+XUzA8/cBOI5EJdAtRaDeZYlSPxalCrKp/kFZKSqgTCBpLLlb+AECAcYyACJBSqZDc6VbDsEgKt3AEpMQlDDrJO4kyoA7ZHEZ6Sg2Z4ghnPVAtMT2S9rHQ7OJh+cAKsb+tvUAc0WJWhdX71aNZMOmKtmJ1cAUvEQZCVvlE71NXCwwVDFPCvJSFH2ubYEnrkBLBfA9TP53NXAcgacz4SMpErG+nAj5KJTL8Cs0/iGCFxXSVTMcrxbByJpykHiMzolV9NevBQ0tCepeC0yhJT0UQjKJEl624NWazpMJA3yTEnVBw5KlfEPau2WNoqcqdL+QYYH11V+lSDejmUlBGXWS6XwOxpLcl09I22UbTcBOKswpLh9bAv8TqOxRZoFrFHvRq0kpcrAK5IsP9M2tgCOg0ibEoCbQbwhvRKLwVMRlNREIemM3ZgHNfxzqQqesnpegkiv5rovFU+bLOR+ASHt61qOx1TCXdaUwkFka/ONxk5lIXuTLRA6uffPErDqJdPUaQ/cWUo18NbYGS9HXGmiQW8GXzZI1Bq2JBd9L8bMalU055PJg6fdtgajTbHKdWMCtc/4t23sm/G/yPtx0WvfvvaYzwX7PBa2rbE0aVwf46KAdWsc8701PK03wc7Ks01uazMscVtLWrme7dqaF/Y9CaL9TLJkPS0cd3oVbEwIPQa2+B89GDx3xo3Yvltvi826NPZK2HOzY0/yxXPo+0ImSH5tjIu9N54vSNxIIGxMhvVgjP/buCUbJ8OJBv4usG4IM045HA8sOiCdA+tfAY4/GmgfB9KjGLwCSGLo54lIPLpKjCZADOVVBVT6XEtZZmyPYklTyow8zwVB03lKMIP53An5YJxFngopCNDfkSjGVoBKUTTFbeyAqFIeROl/rgupiFnkR8OzRo1tkpjA3/0MsVg4qRRF6jJdC0GIQT7TG8F6GnyPAKwWOnO+lc9JjfmZFunrNai66UrBv7YRktFXZbuzhfQhJml71gJQr0dMYsyHIEZ5V0ufFhshC1uVc9VJ6mjELHU62hqD1Cmi1NXosgSbbyotgtdLAPhC40cihAisaynkVyXxwNATctQqcYKQhphKLMe8l/uiM6Rh0st2dZLYiy4IAVpW4lWYQ2pqnEWNw8iaVjcXz8QmimcDWYz6FjreWQK/2yDSopWZIMza1kaJAKuHU141yXL8Rs9lmzVOJZtYi4wh4HoWhER0SoxDFi/fM70SlIG16D2D4m3b1Bhkf516qpCBkOS7lvVc1nq9O/UgrnvgvBdPRjoDztbA9gGbyL4fuNJEgzKJ7XZX174vPoOGCqUj/Dyd3i0fuZ+w5OEiIrBPCsV9+f9enoV7eRzG78d9G3/e1+6+/e7l4dh3DP7fR0j27bdPUgUUj829+j/2loz7MZ45t+leCUtY2OY+oma9BnabsdfmIiI5lnZZkjWGJRFj74z9PyZf/Gy9RvY8+Z+G//NJGWvPi7Io67kYB3yPEzmMX+OxtdXR6bl5kJM+OBwAxOprge4JMb6SGueTa7IuBiDOIdIk/c43GzGectAg3ATELRBVYjMLsl+lhiVneJ/1q1oV495WAt/5iQnFizH0Xw2zrPvkGkJO6NnQvlKzMvzG5kJCssqMgmkv6PEGWRU/ZjEQ61Y2ZUFAekaG2A+o0a0ejKDGPMchajtQgpMqNVa1zwFCDmzK3G2j8Qf6uVHJFkMgqlxIV6eGaZ0K4cmQ7EW19bKEIrFiLAm9HSGoh0TbBeR9hAYk90IUtpV6KLTvESX+AUGM4hRQapxApXhBlwcMxQeDXoIcZJuOzzy9FiQVQc9nlss90odiXAZtY3g26v1C8pMChlTHQS9MBY0HCcYzpv0I2vawv7k9dFPUoXhBkIv3YqtkY5rLfkMYEu/dIGSypX0Q9XujJKbjeOizcw05VptULtUC6w2wWcn7/mXuzQCuONEAShadfQYIUEiGlU7R41FV4uE4O9uV0NxPjMmRlUxZA3GsUd9HRtjeuEr0Pi8I/1vD7SJicBGhsO3tIxfj4wG7RvJYFmaNV9vOmAxYeRVn6ulFaNsik7M1Fng8jhUJxPg+sOTVSrkYP8Fj0fNgyQhn5du29JnXjhW/KRsaVytn32ns0/i3GaDGBMXWuKC3wXppxt4Y68WgnMueF4k5IGSc52j7Mpk8P/khCf5kUjyNbMfGj1jPhq3ATqLF78S4Dgo9GhyL42MZ6wfl++1w3At5BbS/BXRPAe0aqH8vkDUDU7ohso8GKpE5BBjLcBREYpJXagi3ondvABzo7/9Jkmw8z+bcC1rkLmvMQ04QS0Fn4lliOQQgzY2RmMq6kkoJYujVQOjkc6o1gHqmhnUPxEo/T9SY3xbCUCnpiBmYrMWrgyiG+OJUjtdNge1cvChDob0KCG35vJ1LbMakBeZryUoVKdpXQmZjQzaaxjRHicnolchMWyWDQc53tsUgueL+VVJ5WC3B330ETufAI2finUgReOoI+PinhBysNN5iUxcPR6PSnT5I/MBarwuJWx9lXV9LnEZXiceEBfgOt+L1uDPRIPOs8p9aMk0teqmNQcZVQTwZtxvxKkx7kVyRDNAo74PIpCYoJCVmqQ7eBonPCFyn+7ahXMspMBQiTDDkV9uZkRwEkVUdBpVCBWAJWT8DsIhAqESidJaERGTt4zwAx1klUnrvU16VUbwfAeINgVaip1QNQeunRLkO2ygko8/ihdtG+R7FrVRCDy1QbySuZKNS3WeWUkPjQZnEvp+48kRjswGeeUYMChpp1JBbg50SE8qn7MzzbCbGyItVF+C5goYhZStjqc2+SsgEz41GmSUsNI6tvOcir8d4Fv1epOFebTybp+Jeng3rPbCz8hd5NMaz9OMZ+H3Vou252u1Zh4MyJF4LW7OFs/E2Rsi2E6PEPdgUuTSMGTtg4z3GtWDGqXBJRJbLXe+dzV7F4PNxtXH2gSSJRMK2EYLsz/OdTosXhGNlA+jteE6nz+4xYLuzWSFmHGuSifl8N/aC31kro+I9Yb06bN9Wbacn4+RE4jPu9/fa4XheSEA+Aza/DDyZgdWjwPIm8GgSQ3rRA9cScPYI0EwlGxVlRm0js+3tmcqakkhvHolifJ0F4In+WeptVBBS0QjJiPxcA8hiVIWteFzCDMBEyEOliVWCxmJkJQcxAZNngHSoXgY1hhFE6z4/ATaPyLa1/g7lWGanM/Q3LQCr6xrI3YjMaX2kG6nngx6HAPF0tFMxChG1FodO0Kznsn/TywHOjoCbx0o8OLMNJTvqiWhVshYCcHqo8Rcb4PhItP30SkxVQkVJ1qwT4jFVCVPWdU2SGhtZScOyUeO6F6Pcps1NEXjFUrwWa7Vvpr2MzVrlWDmKYX5zDZw0ElC+6sSo79VQnvTARy3FaF/VhXQECKFYNpLK9kA9LW2Fob7FGkImkGXfWQcc6XPkqVrugQw1yJXAtEHITNVLdqcQ9N4LKn+CkIYW4iFYR73/9fm+DRK/EYL04TDI/bxBkQJO9YKTSABKxnXbHkIsphBy8XQvMUzX9R47z0LGcyXXd6VktQ8y3nM92LIGnp5Lf1MHpF6IRNvJ/3UAzo6BkzNguQLOl3h27+HLBFeeaNCoOD8v1ZonEzFc7Ky+9XYw7ScLepF43O+qwdZgHmvRx16I8fZjA3/s1biXVwG4W05jt9nX9rN5NS467rjdfX25yMNx0fHsuVoD/KJjcFsa4OPzGQeO0xgfByDbY9pj0CC38qbxedAwt6lwuS2Py3aZVY1kwY4P+2Y9FDw+CQs9FPb8Yiypb8feLxvPYTNg8dh2G5ugYHyNxt7ExaJsR6/GuAI47/WxjMp6JMfXyxIfyqaY1pbEzOG4UsgAtkD7AeDsHEhLIM6BtADSDEBUY04JxjSJYZU1zmCSgX4N9Bo7ECBG6DRI7MZJwj0zUoUobQemz04oVpPOrA+FCcz6AEMU+DvWi6eCQeSAfI66bTsvbYQs7ddq/IYIdHMMHpQqSXtRv9OdzkTHLMZhhhq8WaVlrQSc9zpeAWLITzbA2UyMWzKK7VTaqHuRCeUoRCtkkVPFJKfeR4m3yAFDJqtGYwXG8qeYgcO1LO8q8UpMNDi6VoM66LYBUsE7Q2RVh5pxqlFiCRSvxQ0t4Ecp0YRjp201Wa7HUHFc208BOGswpOadmN/GCmK8t/qcm+lGQdleDSEh9FLkIHU4GPsBFDnSBGJ4B0isBpenIN6ShUqOlhGYUcqmXouZ7ttB7lfGHDXBSJb0fPT2HjJSMcibtTzoNaFzjeSG2al6JVA3KyFsXRRyyMD7iWqzWogEqtnKAeMWyJ0s2yRgtQVWS+D0XAjG5mWeznaMK080WDjs7KwYK4uFvMZG4diIoTRlsSgZau7n7Od4Zn6fUbXP82A/j7fZt+2zHZuf7bp7eSqerzdj/P7ZtrEeiH39BnY9N/v2sdvRQLfeDa6jfIpSKQYR83rYY1gvxjiQ3abCZaVuO177CC2NeBr33I7G8ny+SyZsXQ2mvuU+1gNk4zMIm42L6+x3xI6PjdPgeo7TvhgKewxbuZuekpx35VK24reNpbI1NMZywjGxtESDXpvtthA+h+Mqon9ave0boLoBhFcB/UKM72kqHoLpWqQ6VQPEqaROHbTkam3VQQzloygSqnuqHQMkHqRBsUr1tzI3aoRvUYr4qbE4uCG0X/ycohh+RK4gVb4D0B1oTAPUWM4Y4guQtU5GJZ+rjXpKEhA7yc6VavFURE1Zm+xvUBKjNJOEBTHwGyVfSeM4Qga6BkNgeubzRGfYex6z10B8DQrfqlekUfKQono9UORU01Y1/+pxCiixGRGFBDRJr1sE1lNzzCzk5Gyi0qgo3oyNSnvqXgziIStTKIX0Mko9jphk3/NKC/Np0DcrfCvfEg9QLssT1IhPEtvQo5Cq00o+v2KDnViJJgtZiJBjbCD3TkKpjZGVdNh7LiuhQVBpEu2XXBR5CXpvq8dkSHer23dKHqB9TbyXuK8u32RtA+Kd6/X+mHUytjHJfdVDCFBKwGwlwd25A5LGX6wTsNoAayUZ643HZYxx5YkGIDfA+98vhsvhoSyz3gkrn0qpyERiFONtvS5G3PHx/TFMLLmwy1jsjedh19lZ8Ht5G6wRSXDG3hKQseToXgRiH/kZn89z8YI8F68HZ9DHXgfCrrNGPc/TEgKut14AG4dhpULr9a7xuy8eYkwGuC/7zSxN4/YpYwN2a2MwnoTnRXkSPRO2OrnNSAWUzGqUyfHcScBJDChhYh95nuwLz9dWKLekz2ZwirFIoObzXYJnPT1j6R+3tx4Lvh9LH8eB4YwnGWfV4mQB3y+Xnm3KcfWRz4D2HHj6DrD5JODgo4CjVwNH14DDU5FItdeAOAFCL58PMyRD1Up0/2GtUqpeyMbToejVxwiUJvaQQHD1XASd8g4J4kk5glppEGM9YSfVbOzKZxrTWa3ZeiNGIQulMTA5JKBZAetHZN9KpU7NRmaTZyug02rfOYo0ypIUSqMQxduw1QxXCCLL6ieyzyYBszWG9LasnxEgno2zI+DmHfVuKEHgNtNWqn/PtsDNE+DWDTHkmx5DVXHGQ5xMpf35VuIzGDSeg5CGSaeZpdRLsdJ4nJtLidvoqhLr0AUhCIsW+OB1SY+7aCU+I0PGq4vSxoxSLgAfmpeA8WsbOcdpEu/JOkqGKFWQISTJRBXUcL81EVJz2AKPbGWjbZS+I4l0CllS315r1eOUJUMVZXMR4h3pIOcyT3IuMUj6ZsZR1Bm4BkkzW2VZvgzqqQvAeRD51USfLSu99SZB71PIdSWBTsBQvK9SMgJ9X0MysYUAzCqpbdLqWJ9NxJOVeyElx3MMMRiTJfD0Qq5Z6oHuXKp+n50DZyfAmadR34uHgmgAYmDcvi1GyvXrktqSM6U0uGi0TCaiobepOq0xx0DdlxLWEB+n57XSKWuEjQ35fUHeF83yj43H8cy+7Y81GPcRjn3nMD63iz5bcnPRctt/+34fSbLF6bh8Xz0L2xaNbG5rvUnslw3AtjEaPP58Xox8G1vDPlnSC+zKk+x50tDncS1B5Plw+bhgHw159mHsySBhY/C2JbJcRjmUPT6D2cdxLuwXSdg4FbP1yFlyxmxvNvObTdAwJhdj2ZeNMeF5MPtcjPLdPzsTOaXD8VAgA+kMOP//AZungPOngfYxoJuJ0dMfAfNKyMS8BtaPAWEK5BXEcjsVrflkC/Rb4JkMoJcK4nchmFdXji+5T+V/aAHob0cAxLC/JssDxOsRuJ8SClDeo56YuBUSw7iEmKWd7YF4DmInxnG1EaMXAVhfU89IL0btwYnOVgcJCM+1SoVCCf5OSYz92Ro4mxZyQaLSawB2tRGSsJlJ22eHhRwttB5HV0uQeFfLfsxstVxgCNJuNdi96sRD0UeptXE+k/iKxUbjHxrxCGQlYnUSgtCrhCcDmLcYMkUtG/k838q29JisGqnv0Khn42gr8igWAnzVSshBD+nLppK6GwFaMwLl+JUhBMu63AddBI4nWjRSf4sbbT9kMd67KMess8iQDjr1QISyPGcx+Hs+W1FIRheAkyDGfZ00XS4kALxTsjHR/0EJyMbaJ9D0tnIbSSK0oPIo9WJ0Sjw0L4HE/TTA9gZQRSFafSXjMt1IHZawEUKWavlO9RtJtrDZyGTW7RNguQY26+f5nX4Z4aEhGjnLRT89LSTDkgsaQrYyNAudsbAZC4PZgNuXCla28mzB2GOyYAnDPrIxxr5ldt29vA4XeTie7Rj79rlXDIY93ri98XUZE6p79d8azLa9fcSOHgpLxCx52ecBAsp9Zo3ri2AlQePigoT1uthYiX3XwBKdcW0MHsca7vacbQC5Hbd9Y899rMfIFkrktiQQltTZ2hmUT9l7f19a2333vM0iRiLIiQIWJHQ4HhokoDuRmdS+A+ozoH9MjKR8BGAKTGqgmqiMJgNRvYQhA6EWQ3xTy0zy+qKKxQFg+llmnBo8FRTyqxeBQRdDbQ01nKEG+JBmtQPSTCcTVGZFD0ikl0SNf6a7jalIhwIw1M2otSI6vRq2kjigxj/UQ0EvB0r8BetrdBOVTkGClZl6NmTgYCmkg5W7EVAyL6kULQI7Fb+zkgwGkld67LaWfTlcOYqhnULxcNADstWA8CGlLIokKmqbkySynzrLdRgqqwcNKp+oIZ/FsJ6wNpOOwUY9H9ta2iAhZPtMY1vrMSZJSMWqKhmihvPV60U5U853S/LYd55zSoW/kmBUWYlLKOSOx4lKVPog8RUZ+izQbQPPFYW0kWDw+GHUn00unpCs1yfrGHYA0AGpk/Hjs7TLItVadxqTsQZOziXw22MB742HhmgAQjROTmQ2c7EoRgq9AEAxdAAMGafOzjBIXpiBys4IvxTYF5NxkffBkpGx52G87b08EHbZmEyMjdl7EYt7Lb9ov+fiGdm33J4Xl9FIHsMat3Zfa0iPs1lZQ9rO2tsZe8YF2fsI2PUS2FgPxlyMYyc4g2+9EQxgZjs2+xNQvCo8b/aNY8LAbZsSl8dnvANjkpgQwXoauBwo7VuPD/s2vh+Bkh2L9+BmsxsszjbpxWCmqXEaZ44Lv6vjuCUSG/bBngcTQ6xWTjQcDyFaIN2R1+3bYuycJ0hGJ/1eTSqpxtxrVqhKjf9qAmAjxcQWQaQoQ7SsnbxRosFp4VCjCOQrGJ0NhorbrAqeaWjbyZUs3ovtTTHow0o8L0M9jaxGvv5O15q1iYQj1WX2PkeRUSECqQE2C4m3iLlIr3qVLk3P5X2tKW1jkm37WuIxNnPpT9NJRqp2Iqc+2wDXj4HzQ9luqPEBeT9fC9EL+jkEjesImhJXT3soxKfB81USLwezTCGIB4PenG0lAepZl281BoNB3iR3LMQ30evQVuJp6IPsc2cKXF9Lf7f6273ROI2jrXgb2krWH27FeNaY58HID1lS4/a1BGtPEnBcS5aqJsl+XRSikfU6bSCxDE0qge69vkKWdS1vOSVXkyzEZ5El/uOGkpAtpF85KBnSNlb67GGGrzoUwtsFDAkGuD4nDClvA4S0RUgF9wpAHeV7EVvxUnU6FrOl3M/bJH1BJ8RllYHzrZCL5bl4Mzbbl3ZS+irioSIaDAp/6ikhDNeu7WryacBMp7J934uxc3hYjBUamCQtL9UNNDagxgG2NnvPPsPYBitzf/4fx2dw+T4PgCUZ4/b3ERC730Wvfcd4LsSCxx9va/s+lvFwmW2TxjnH2WZ1sumEcxbjmPeC3XYcOE25j+3DZFK25f7chuQmxiLxYZ+n0yL9sbEzTVOyR/E4Y0JFUmyNccqdWHPDGuLW48ExtPVArHcCkPHgeXE/fl+WyzKm7C/liF1XJIokQDbIexz8zYxxfNnJAQtKp3i9bGzGaiX/z87kvc8wOR5mpFvA8hhY/xpw9v8Bzj4GODoCrs2BdENmiKseiAfyud0CeSOekEkN1FMgTmVZ3mKwNkMlL8ZlZEopW0hKoAaFiITixciTQg5CqzEhE1m+fQSoV0JA+pkYcUyji0ayQNHDsT2QWIyoFmLVy3FiBqZLeV+pdyJNJOVt3YqMqpsLucgZSBsMNTRSDRwfqEejArYz4OBM3vc1cH6EoSBf3cnnrpZli5Wkw2VA9ValUzHJsq7G4Om4fg6spkJQThtgNQMWawzB0+ezknUqADg+lPGqEnCwBo42QiK6KORhvtVjROD/XRePx3Iiyw+36gWppVYHvRKProHDDYa4jj4A1zWO42Qqma/mrQaMB5EOhSTE5URjMuokZO9GK7Kh44lsO80a35GEOCx0fPsMHFfYUd3dboRQ/P/be/MuOZIry++au8eSGxJALSS72dscjWY0+gD6/l9B54xGGmmk6WaTHJIoLJkZm2+mP+67YS+tIgBUM6uAQr3fOXkywsPd3NwjMuNde1tneUHLmaJln4DriYJil2jIT86DlnP5vTER0mWKhCmVcrbbzJLNAOc2JuDbjuLgjS3OSYiMmR+1fTbhABMdjeXfbOktyybu7trynuLA3I/9BOwGYPMOePOWeRnD4Uf4w/4C+aKEBkBj7dUrigxvtPjVWYVMaYX28pKGiQwnb+Tc3//4Bsu50JBaUNSipw5jqV875QnxY/pcAP0+NQcf+vIhj8gpD0Y9/qnXTo35vn3OiSN/vT6fwYdM1SJK+H4Xeq59ZSh7Y1/iQdt0HglYPfaesTosys9Rxr3Ps5C3Rsd01V+s97z58+ixF551Poi8Hf6cEiTyBvg8CD32+Ry6R16USXR4UaXGhXWlKQkcL5J8w0W9v/6e+GtXiV6FToU3I/hFMQHzDuj/X+D1PbD7NbD9O2B4Sa/FMgPLBdCscVwqbpfAVQIuH0xobExojEAeQauwM5Ex02BPLcOMlCsB4JhzcawQZQY3soVDycOhJnzaHzTokoV0dbuyYt3YCnR/VbwNmOnJyC2QFwxpSrD/OzNw9Y7P546Co5Mhnznn2XINGlAAoLG+FzZHhRMlUAyoezgS4/W3Sj5PNE5XBxrh7UxPiQzrnEyAgOMeu4rb9S9Gi/9vcCzHuxgpFPbL0qQP4LYRJTTrzRVwu6NIaWfg7oJiAJnC4WbPY4aG9227sPkky81IvK+bDvj1ltuGVHp3pKYY/Hkux3YzjfyV3Q95UXrzkAzm6WlmihCFgTWZnbJNIx7zN1JiXkUjb1nGsQP4rPsP3udFBq4y04JgH98JTALX/OR9yYnekodsIU6gqOhSifazjxI/Kxl4PQFdC6yescrXjBIilUe+h+PE+7TLLFm73QCv37KU7RiFRj6aL05oTBPFwd1dCRVR4rf3DijpVbHiKnWr11UVZ7fDo2ZtPwbnPAAfCjv6kHFfC5X37VM/rvM//DHve/6+/d4nOE4dfyr0633nqPMo/Lnq5zUSIT5/wYc6nfLC1GFWPpeiaR4LEY0HlM+ZXqvLxyrHo84n0uv+HN6rktLjOXhxWu/n519XOvPnq71FwOO/h/d9FhUK5gWThISEhvfWncpRqt8zPy/fpE8hX2pq+FMXcwiCT8bEUKpdb4aRCff+CrhYApcrVtZpe1vFnSy8ZQE0Fp+eBhMZWqFNwLGWqAz95sS5zVjUIcdeGan6cfvV25oRyCs+R6aRP68AtGB8vhXdkNgYLZm7AZsVNiP3nRc0DpXXoZyLbN6Z1srfpkxBopAtNRaU10THNnbd48JWtjOOeRraz/8AFBo54VE52dH+v2q/yYzzYwK8XZu/Xce8lMQxpoZlVxcTj50a5tq0M8OEzG4/dtMeuiLc9t3xrcLUcv/Zxu0tNCuDzxeZr8PGUqnbBOvDMlv375a9MGYTMsq1gc15YQJBoVLK58iJ3o/RPlsZOFbHyvps6D7bOI0drzyN2fbRx6mx76wMihCZan4dsVpTxAQTIg3QXNA7o+/L2QR3nilIDpm5TPsDsH2waoY9Xw8+ji9OaCj85S9/4fO2ZajHel0MKh9mpM7GKisqA0+rvdfXXCU9/IgusnNJ4HXIVL3yWwsJHzpVG4f1MadWi/Vcv71Bek4EvU8wnDPQzwkOv/194Vte9HmDGXhs1Pp74701PknaH+9DhIASspRS+Zx4T4DE6WLBz4gXA5vN998jsV4XgaFVeW/0y3BW2FRdzlZiYr3+/vWoF0xdSctXktJnRfsqF8R/FrRfnQ/TtsVbIO+PyvcOAz2Jmr9Ehe79xUXxaNQNNetO6f6z4/9egSIkdI8UOrXdMmzK388g+KWQt0D//wH974Ddr4Cb/wW4/g1w+y3wcgKuBoYedRm4fw5Ml0C7Anw90LwH8sG2LWlAogPQmAE32fPWXu9xbM7nE2tlxCuM6ihalgx36gbL1wA9DrN9/7YTy9hOC+7Xr4HuHUqPjZkN/lLDuaQM9Jccvh15nAzY3FoJWzPk2wnHHhDLgefd3DI343JroVMjvQy7S4ZMJbAKlTwYAHM3monbDlbF6uYBQOK+GU58yKBvGaKzPljCd8OfwbxAy9HyMkyoXNj9mRvO/5uHIi4A4NmeY7eZr72+tC7embkV71Z8v5/vgH++5bjI9FD8yzNWw1pMPJcs8wTg613xdowNx8kmWC4H5nrsG5avvRr4UcjJenOMOOZfXFrFqcaEyHIGHhrq2LU88IleiYsZx2Z6g328tiZMrrIli9tYsyZqgqOVYE30Xuzs8bLhOH0uPx3o1Rhs+wR+LvdLIO3oGZoALB/o3emT5ZUcgN0DsNsA794AY1SX+sF8cUJDvHlTjLjVCnj5stTtT6mspvoQFaAYcSpxu16X/R8efpy5yoDz4V3eqF6tHhut3kD2IgUoYWK1IEnpcd6AN/JPiRNvqL1v1fqHbqvH1ONTv8+JJr8Cfyo/oxYWfkyF/Oie+xAjoBjHMqB9YnXOZZsvQyth6u+9ulPLyPeeAuViCCVhq7SurknCx3suNG+gVFdbLsuKvgTzZvNYFCl3AuDfwatXj70gSmCvQ47qz4QvBe1Fku61enLIY+G9LIsF57dalffDCwydy39+9T76XiR+X3kxHh7oxfwpQh2D4LMlAxiA4Y/Auw2wvQXufg3c/0fgagVcXrDs6CbT8G0aMGRqb/9rXgDzGxtn4spuY94FzBQSsFAk7IH5ma0ozxQU+ZqHpq3bt+Ox/Vf2twsa0Lktz1f3QF5TXAz2/6Ed6a2YlpxPkylQGhMFrf3vbicAEjkL83CA5W6HxByM3LG072LgeG++wbFZ3upQcj6mBTCsgasNr3EyT8PVzm6viZbtFce72XBeShp/+ZavDwseuxqZTzF0zNdQaNViZLnhnChuuhl4uGAOx2JkrsfGEsP1VXF5YM+MVc++Dw9Ly8/oaLTfr+m9eHvBHhubxOcNmPux0HmsHO5Dx5CrheUzTAl4vea9Tva/9nJk8vihZe6G8kCuJl6f9/QglSpa3y3Ze2MxU1wcEnBr5/mu5XvfzgzFkrBIAG5n4L93/Dw1Fpp1bSFYW90LO1djv3OiuOkScG375AzcZ/aKmcDX7l0o1wxLVG/o5YE1xRwzcDex4d9spaCHCdi8Bg7bEBn/Vr5YoTHPNEBSKknhwOOYcBltvrqPDLa62o+Mx9pI/GuRiKlXbv0Kd726C5TXvdioqVeka4+Jn8OHjP16Zbse40PXeOrx+56fO8c5AXQuNMrP/9Rx/t5ofy8u6lAjfX5UKcrfJ1/BSUZ57aWpr0Miw7//EgQ6j67h4uKxwe3DqOpr8zki+iz7EC0loPt+FHpN+UtehPtQrNqj5K/fi2J5VnQffF6Gru9UfpLGq70s2iaBo/yMcaTA2W7L/QmCXzQTMD0AuQdmK4ywfQFcWLL4LgNbeWC/BvM0JiB1wPwapVnfGkALpAXQLHAMlM8NgIV5MwAa+iswN2EuP3kNxtD0ODbla7LtB/e/1VbyE+gh6MwizA3YQdxW9pU7kWZ6FVJiSJTyN2bLK1G5XZiXJGccO4znRMExrsp4SgRONgfAvAmdiYMdBctkczuGZyWKiF6JBMnCk+ZSVnay/BZVxsrgcYclRcNshvzYcR81IGwzSl5LZgjWZmV9H1qKDIVOzQ3FxGXP11aTeYzM0N4sgbaj12RuSvPBOiQpgR6ElClq9g3nvMwmGuwCljM9HjM4x5eDlZ5N3HYsk2ufMXki2gw8n7hBIVR9ppchZ459OZdStTMoFvWVs8o4hlmZvjyKj6mc7vgmzn4byrEbu2fIQNoBk7zjE+ez3wLTgWJjHIB+C0yDThb8UL5YoQGUpNVXr0ro1HL5/QZhPslXHhBvnPlVVYVWPZUxoxVnnaPubH0qBKoOc/KPa3Ghbac8DPp9yhPhx/2QZ6K+nnqfc3M9dS/e97wWDd4Irc+vbRIEOr6+htrj4Q15n4fgqzFJdNaiT5+LOkRPwsHPx4c7aaxaMMoboLHWaxrT/jx67H+apggJeWG8R8ULAu+10f2V8PbbvLA9JzQkLHSvlPzty0zXQq0OB5TY8H9j3vOi+Uv0170zQmQEgTEA8wD0G2DYArtvgM3XQP81jdGxA7AEmudm6A8UGnkCxUQCk8gz6NG4BPAWxz4GWaVfbZe8pDehMU9DslKuuQPQA03PVegkoWDjpIZehsaEAUxcJAkN4Cg6Zi1GpCImlEsxJRMck4kNcJ925H7jmkZ9O9GLMa7K2JOrkNQOOPbamBsTUyYgps48AyaUxgWFxmBCI9sK+fWG4VnDgvd5ktCw1f+p5XHLkc/HhvNYTpYQnuh9UK6HEsAPi7ISj8y5LieKkBtrBHi34jYl1udED0aGJWXPTDzvJmBn3il1KpcQaTPzMXZtET9dZsUo8C06JtAvM/CiB75bmGBIFCKDvWfIxYPQAriZuJ8a8XmRMDbA9UjRcpCQSzh6KVYoY0mYZvt+UiiWckqSPc52fpkTU2bSeNOC3rwNxcVo3yc9gP41vRnTQLERAuOv44sWGgA/OH/4QwkNSYklAK+uSmiKL60JlPCZlBie4g3NlGjQ7HZPN0cftqWYeRlkwGMD2Yf4aOVZx9bei1PVozSON9yAxzHw3viuw1nEKdFyavs5kfJDxEt9n/w1em/Lqfuk6/JJ1h4Zsd5I13z2+9PhZxKE8nzJ+NVKvfIT/PvkS8ueSuLW/jLW9VmYpvJ58AJDpW/9Kr8Pt9vvS+hWzsw10vXrPffePe8h8AIEeNxEUPvL++e9LqcEMFC2+0pwCqPSPfDlnGsvjX/vda/rBPDNplSNC4LgMfkeGO6B4b8Du2dA93dA+7dA9w2Qt2CVnY6iIy2K2KA1DYZWzWDStiVXYzTjrbWfwcRFC0w3DHFKM9BsWFI3LcDwqLUmhdKQbeaYWcnaexrNqQGmK2C5t6lcMXwqt0x2Xx6YZ9Fk9tdImaFPCQxtOoqWmfkeTabwmVY0tJc9tw1LCoj1niJke80xuhG4uXfPnadl6Cg0msxjJQjWB4ZFdROwXzsDtwXaviSH3+yArZW/vd0ydEpehZxYJlfek7nh48ueQun3LxiStZRnCMB2xX2vBuB+RS/J0ND4vrHywbsFxc1qZKJ11/P1sWUI1mKicGiz9eBIRbQ8LPn6BAqXQwKeHShI9naubuL+apMymvHfmqXfN8Dblsb8aP/nfzOw8tQIij31zujMizKAoUx9MudY4jYkCh95Pxbgd8+YOHYru8KER7bxJwAPMz/fuQfmB+Dwhp6LeQCmCI96cr54oQHQKPnTn3AsO7pe00CRR8MbRt74lrGjXgU+Zr7ryuryvxUZmL4saF2Bx4eU1CvLPv5fxm8tmOrVfh3rV961rb4X/rx+DD/O+0SF/11f96nH5/apORc2dOpa9F76MKhT4VT1OeW98ALuVOy/3r9hKMnjfrzaM+J7eMhgl6HdNMUL4O+f3k8VJPBC0T/XT9OUpnw+BEzXv1yWamq6l9ttef1U6JhPQve5Kfo78vfVFzDw+RdKXtecfciYv++1YFFei8KkfCL44cC8DOVUBUHwHmZgvgeG/waMfwCG/xNovwGaF0BzQ8MrrQD1yUhLEx2W/K3u3QqZyhb2iwSknuOnzFCjbJWPUgKGFxxC3ox5DbR7C39quG870OsxXwLjJcVPN7D87XjBcy96nmte8Cc1JjBg883AYm9J3T3nPS3oMckt+yU05jXJLY9rLQu5m8xDsabnYnVg6NS7lxQgw4rG9MXbsto+W3hQk3HsNn5zz5K4U1sSunNbvBg3GxreW8v/3K2ZVN7MOHYFB3AUNOa4YVhZ4tyvD/RAKJm8t3vduf3WIxs33q/YcyPJy2NG/9gUD0CTmaQ9tnx9SjTIDw2TtVsA90vg5Q6lChTMgEzAm2X5/58S79Ox/LFdjva/HHn/JtDw7xsKg5TZM+M+lWZ96wy8abhfOzGUq5/tWH3nZd6jyQQK7PiDFhsTPRrZznnIFjo1AvmBoYVZkQwnvuODv55fhNAAaIjc3QGvX5dytzKKgGIwaqXY52x48eHzKZQ8+9eEUtUGb72qXhth5zwV+vGhKPV53icCalHxPkP/1DV8aPxz+5zb/9Q5Tu3j/7npuX8N+L4oOXduL+JOzfnUtfj3qfaM+BCs2muh8/i8iVPX78eVN8V/Hutrq69Tr0tU1OJH49bC7NR75UPFau+RD8vyORk6TsUX/Biany+EUL9/mp+vMCVPRt/zZ7eLSlNB8NFM5sXYU3Tknt6H5rkZ3R3YA2MGl47NGMUINuzzlqOLSVGIkX4fRYl5PGYzipuMYw4Hsu2zsKFGGo6zeQow8HG21XWVrAWKwZwmTgUNhcuxl8ZMw39a8EchVMmdv1WoV+L8JAqajGM3coVbTVO5vnbmtSv34tgfxN2H2cKoVubpmRqGUg0jMM0mZszDobwO5WcoLEihabMJDnUKb+3/rTwFU2vzNTHRgvu02bweJozGlh6IqeH1jsl6c2SGO+0bijdkHHtwqGRxsvNnM+Y7+66YEr0n3WSiwT4WCxMwSmhX74uUcCwHDAC7hp81ld0dknk2MufTmUDwAkzlbRu7VoV/jYmhUbO22ePRxugzy9oO2c6hz3jwo/KLERrTxMo0v/td6VbsQ6RkBHnDUMfJgNluH9f+T4khG31fuhX/ULxnQuerjVi/Au4TaL2o8FWJdC3+OrxA0X7eOPfejTpM6tScT3kyPsZT4V/70DEfEiN+Zd+HDemeap+6F8UpUaLn3oj27/OpOXkxpxAthfV4D8A8l89ZnVdRz0nhcLU48Z4VhUSp9K3mrte06q/r9uVm9dxX3trv+Tcxjo+7feu8XgTIu6BrkDdH161iCYtFKQmcEh/X+G7kCtfyAkZj+n4ZOkffl5K22+2//e8vCH6xzAB6YPoDMP0FaK6B+W+B9rn9v9nRGEvW4yJvgHyJ0vOgQTHSGveaBEYGYOVf255ejNTy4OUGx/4XeQnkFQ1vjDh2AtfP4ZYhUs3MPItj3oIEhhmeyba1FiqlClKzNelb7XHsGr7srfu4/R9MM0OPkHDsDt6ZMJmH8niaKRY688YODcdQzkaTeR3NTAP+7S3w7C84NgLsl8Bby21ZjMDLd/RK7O3/YzcWUTCZUABoyM8mxgCGW61HjpGTEyb2emfff1PD8KPJEs4fVpxX39J7k7Mlhs/82bc49uPoUwkVS2AX8Kkpc1Bn8bGld6SdgW1HoXHTU2gc+11kdgE/mJi7sP/1Q2ZVqoWJjH1jYVeZnohNA3w7UCC8s+979d2YEsPu1LRvBPtoTPb5XCSONeRS4nafgZ15RIKfjl+M0ABojLx7B/yX/wL8wz8Av/oV/6FeXRXRIbwBpGo5OdPA0X4yitTwTyVFPxafnK7nMg6Bx8a1zzFQeVAfruONWz+3ujmcFyLAYwHiV9dP9ezwwsc/94b+OXHwPlFxTpR4QSMvgT/mlPfilDen7sztjfN6Xx8eJSP61P3wSd06Rue5vKQRrPmv18UzJqNbeQ++94muwYfAeSNaAtlXRlNDPF27z2GQ8a5wrO2W51AfD51nsaDYALjfwwNDDHVNPkHeeyyU1+G9K2qQqWv2XhiJdP+50WfON8zU35l/b30C+OFQRMbbt/RoREnbIPgrGID5DTC/Y5hS+zXQfM1wKoACIS1Qgu/lSU30RuQFWL3n1wBmoH0FzF8D7QFoLL+i2RZDsTkA0zWgbuKLe/u/0ACTiYlpBYw3PHd7BywtX3K8AWbzVMCOkdfk4o7iQuFRz/4CDJfA4YbiZ3ng78HOkdvyszw4EZOB/SWOeRpTVwTU9pL9MpqZ1av2l8DL19xve8VrHi0JPAG4u7GVfQDP7nFUA3MDfPfcclEysLmg8EBiWNXVrngEutma55m34eoAvLlmD4jbDYdcjRQRmxXzN8aGhn03Adslx/q7t8CbC86lnYDnW4qDqeH8X+xZ/nZMwO1QHFaDCZDLqZznzyvmaqQMfGvlcw8NPRQA8HaJY1WqbuT8exRxNoDi41kPvLH+J88HejTazPuyAnM6mpkhXK8blsBNAF6DeSJzKp6Qzr5b+gRsMz0Z5jg7epxCZPz0/KKEBsB/jpsN8K//yt8Ajazr6xJS5Vf3a0NSxqdWbrUqu7SqE/JufIzg8CvmfjW9NsrrfA0Zkb56jxcLwGMPxzkvRn1eHz9/KkRJ1GP4+1VzSmCc8k6cOs4/9vemno/3wNR5Gz586FRYjh8bKGJABr0/fy3IvFdABrifk7+O+t77OXtRovfXz0PjKzm9DjvyAkPH+dwd7ecbBV5elv0lNDTualXEisb2IsuLDi/UNJ6vyOV7t9Tvr/+s154b3V8lxetvbhh4v3a74s2IkKkgeCJmIB+APKAsXWuJuCnejAwwSdxyH3JDj0WzA70Al8zBQAvMVka23VE0KJEg2xJ8M6GERDX0dBxj+wd6Q6Y1y8G29j+psTCmeQV0B/t/0nEurQmG4RJ4+IZjtQOOTf3UKXzW/0h7fTKPQZOBeeLzZAavksEBHDukq8Hf9priYzFSPBzW5doud5br0dCbsbsoK/DqpTG1bOIH0FsyJ+txskPp85B4fDvRA/HumtvSzPyMtXk2Dgsz5G3eFwPFxmrEsSu5yuZ2E8/VAEdLfGzpqVjYPm9WQOrsvKMlfSc2xGtRwprerICleauUC9KZkT+Dx6n44so8UY19FBYZeDbRgzMklr8dba6rif1AJrumi5niYmp4nsEtYipFcgK9JG2ix0MlfhU+FULjp+cXJzQAGi5v39Jwub4Gbm+LaFDHYm9sypCRYaXttfHkm799TD1/GZGn9jtnkPs+G94DI2OtLo17ysg/JyRO7X9u3nUew4fmfmqfc6+f84qcm4v3tHyIWlgA3xcm+pGhLbyR7cWZhID2lYfH5014vIjwRnVKj3OE/Fz03ioUqQ6Pk/fCX4MXo/JcyDOgz9GpsLOuo/BQsnYtBnzoV/35lTDwoqQWPqfeS38vfO8PX13Kl7Ldbik2oqRtEDwxI4pFNuOYIJvnYkAr/h1mBAMUHRgA9dRAb/u3DBtKW9u14/Nj6dqMY7UpGbxJFurMx/PSxrLSsjJom4nCpIHNxwzQlC0H4YJJ4a15VZTr0Ux8PNsc2qEY9GoWl2H/F5tSXaqx1zoL8Urg88nCs4DiBWhmhmh1UyknnGDXYUKq2Zf8gwSGUc12zmNJ3eZ4i4/j7pcsn9sAx4pUKns72v6r3vIuEo1+9eLo5iLkJmfD5MR5dpMLT7JQqRYsfbu3MKnJ3iOFdg0NvRvtRIN/7cKTUmZIVLY5mPPp2AejAQWEPBwL8B5MuYTGTZnblgAe0uPUIY0B+/ipJ0iXGfo3mWdjgFW6ev+nP/gR+EUKDYCGzMMD8J//M/Dv/l0xFFU6VKuwMqYkKrz3YLksBtk8l6o6MtS0Un0OjaswFn8ejXPO+K9XmH0egPY5VUXKG4inVqo1tj9PHSrl9zm1cv8xiej16/Vr9X5+fvUxtcHuQ9vel5tRi5PaO1N7eOr8AW3zfR68CPSlZL0A9PkjEhc+/Mhfu86zWNDj9vp1EQBXV+UzVpfQ1Tbg+6K3aWikq/iBupxLINfizVfBksGv7b4ggs6l6mwSHOpers+n7od/P/y8JWQkMg6H4tHY7/l3++4dq02pElcQBE9HnoDcA3kLpEsgLcEGfb15DpZ+ZyCPoBUI0FhfMqeg3YMdw2+B6ZJGcgIw3dj/mAlIIzBf0OPRTED/Ali/A70O1nh0eaA3ojEhkjsALbB8wFG4oHEhVy3QX1rlKQDDBY8b1wx3unpLw39/zXle3lvOx8zf13fA4ZICY+ooGCRKLjYUFv2KYVPf/IVejMH2vdjRoG5yKXG7vQQeroFf/4nzmVpgY5Wpuonn7GbmaqTM0KTDkgYzYHNyJfW7Ccck9AYUKGoiOHTFa6Kk6968NXNiKd19R09HBkOakomoPgGNzWk5srv3DPtOs/E0zmA9RS5H4Dcb4L8+o0elbYDbA6tUzWAX8ZV5IoZEUXJjovWQGKaV7RwN2I9jPVrZXHtPcyohV9k+c3NibQKLJsMhcf45c3sPVpfam9DQ7+Cn5xcrNMQ4Av/8zzRaFIbx4kVpaCZjX4bSbsfH6zVDryQqNpsSQrVYMDTlzZvHRljNKUNdggUoHhQf1qMckToMR+P4TuL1irIMYK2Ea8Xbi5tTHhCdR+P7hHWh19/nFanFQb3t1H6eOtekvpf+mv02H3Ll9/feoTpPAijlbevzy4j3uQv+eOXOeMGne14nV+s98ePUzzXO4VBElLwbQuF6/nUvnDUvHx7lm97V16hxDocirHz/DZ9grmv1uSNNw7H9ffDXUgtX3RtfYcrnZShU6uEB+O67EBlB8GOSH2zV+spWjs2LkNcMK8IeaNZAHoqBmCxUCmscSw/llqIgTQx/kpcgLdgrAwkYblkpqn8OYAGs7igW8ppCY7kDhismYi8ODJUC6BGZO2Blr29fAM9/D+aMNEU4LA4cf/M1k8FTQxGSW2C9LQZ6giWQX9jijvWs6JfA9sJ6ZUzA3UvL9WiL1+HZO4qSV98yVCrBjOMFRdCqB9bfsYwtQMP+als8CqpSNbf0VFzveK92Jpq6VPpvNDPzMnotqIGiQGVeb/bM05D4mFLxZry7oNDgJGjQL4Fjs7tjAnfCsYGfREBOLIGbUcRHC3o9vlvTe4KGAuB+yeuZMnM+MDMpfTlzWwKFyyrz+APofWhnCpNDYu7IkGmkyhsyw56D3o8mOQ+QzefY5G+Gb/mCPkfY1KfiFy80ABoy796Vlf6cGVJ1cfE4Kdz30fBhK1rN9ivDOT/uMP4+vDEsA88bzTqfry4FlPj6c4nY9Ry1vRYI9T5AOd8pz8GpcbRNY75PbHyMyPjQ/aqv4dxcznlQTs1V99qHPNWenfqc9eq/jHvvofDn9TkVWrX3Hhl5Aurr8KFavnpU7enRvv6YOlQMeCwYlRfiBa3m5z1m9flqwSoxU3/edY76Wvy8fO8OLzYkNNSU7+GBP33/WAQGQfB0ZGvdnA/0TqQWgH3/Hcu39lz9VtWjvMCxH0E6gFWobLUaHRi7Io/EgudIAEOtLL9CMTBp5hjtRONeAfgZwHjF/aHvvYbjLfZmUC+Yu5EbC61SzsAINg4EPQ+tQq8yzz0rpMsM8/01fy96HMvjthO3d/Y/WsnjhzVFw8qaBqbM+e0v7Pz639qW8KvFaHME78ls4qidLVyrxbGSVb+0BoRGv+DNaGeKjKnBsVrUYNfWmYDSawkstbu3PJBuxrFcbZOZDyHBMSY292tmnmeym38w90FrwlNGfgKOJXXnxApXKZeQrfr7Z2xMiyb7PKD8qBcIks1f3xsSY7PllpiwUoO+BhY2pe25PFb4VHxlfBpCaIB/BNvt44TYly+B588pOORBUMK3N/hlRDUNV1l9+MxqVUI/zlEb3nWIlq8OJI+JzwXxSeKnjG1v6PqVdL+SXMfa+2uq5+jDrc55DLwh+r5r9b8/Zpuf3/s4J6r8tXvj3otFXZeM6zoJ3xvjtcDTb634nzqPf5/qUCcZzhIafi614NT+XnjK83BKMJwSVF4Q1ZW5NI6uW8f5fWux0jSPQ6vquWsMzd1XSDuXl+HDpR4eiucxCIIfkclExgbIKyCtweZ9B7AUUOJr8zWQOhrp6QpID6AFOZqYgP3faABf/keejtlyMLIJiSTjewaagQazQrL0/2swL0syI3peUwQsNpzHtDTPRTKRAhr47UDRMLdsCNj2OHoe5s6Sv23cdgTuvuL5L++BccWQq2amSJFgUJ7G9orzXu/5O9n/tsOa4kMhPznhWA63m1woT+Jxy56vDx1DpxZ2Dw7W0RuZxvbOxl3YOPJuTInHra0zeTfTM4FEEXA1sIzvwkrjqkFfN9Hj0Nq9yg3H7Ox7YAbP/dDx/qx7Hj9Y2NVy5vitvc29eUMkxI6J2CYq1G9jQvlsJHt9nZnIrZ4iB4nVRIGhHIwGFBlzLiFmRy2byzln+0jqteCnJ4SGY57ZQfzhgeFTf/M3wD/9E2PhFTqlUBElg8v4Xy5LGIqMu+trPlbXZY8Pa/GNzRSW4z0p2l/hKMtlOfcwFC/IOJbSt7WhrDG80VmHWfm5+dV2X4LVz8lv83PUY7/P+8TB+7wf5/bzvE/QaA5e/Pjn/n6sVsUrpf4S/l76VZlzYWY+RMmfU0b94VDuZ9PQa3Z//9hLJkGr41XqdbUqc5smjqXQJHnUai+Lzq1KUHpf/bxUMlmi2AshXfflJT9n79499mIAJcwJKPPa7fj59z03lP+h/fx9PSUwDge+B2/eMFxqswmREQQ/GSMw/h5YXPFx7oF0QVEwJwBrMMdiAWABNG+AfMX8i7wAln8B0gpIDdDdA/kFDb2mB7CjMQtbtdf2Vv8rLm3hRIsi1tk6t8DioXgi5guGRSFRXIw3QNcDix2Ql0B/wf0aG3M0D0nXsxTuuOZxavKnnhFACY/a3rIHB2BJ4TP3kwfkvrUcjgR89y1w+4aGLhJwsS9GcDfyuUK6Eiyvw/6Prg4cbzbjfb9mlaplD/zNn4E/fc1wq2cb4PUzE1otS+GWUmAUHxJQ8oooWfzB9lXp25WFaQ0NK1ld7a0nRga+fQD++TkFxXqg0f7MhJASubcmPJ7vqAeHRBGxaYGLqbyffVN0pkRDM9MA3TWWoG7HTyYiOjCR/XJivsU2WahWKonvObObeDcBr5NVoYIJrAxsZ+ZpvJsRIuMTEkLjBPs98OoVjZrDgf02XrwAbm5obClxGyjCo2noBdnvSxnOti1x6rVXwxtziumvV3Y1vpJxc+Zjn6vgV9z9j1a3NYbfvzbMNR/vrahDtDTfU16O2uA+t4Lv9/lYj8a5fT6EF3anQqXOPffN/SQAhQ9p8sgjpJLHtdfBz0XeMV+5SSF23hOhY/VZy7kY7fqMtO3jPBFVpPLXr/P77b73huZehzxJYKpHjASAvzZfvSqlIiTUD0Z/BxLf/hprT47203l2OwqLzYZC4+4uun8HwU/OAEx/BNAzyRfA0crMLYAb+/8zAvNzGp3NxOPmJdCYMT49oyCZbXW9uwdzOcwCaUYAC7AjeA+ucCccu4R35vmY1xQHzUyvw3Jj3oIFz5dB70OTKSbyAqyWNbN3xvINtzcAts9xzM3AbP0yVqXJX2/J69gDuyscm+ChsdCriXOYO66etxPw/Ds8qqg1g/cjgcfIG6Iu18ueXoucKGIkeNqJ+RzdQAGSG+Bmw+vbXAK3Dygd1jPwcFFCspBxbPrXzMwPeXtJAbEa+Fyegb5jPkczM18jgeJkBudwuzeBIE9EVzwE13t6QWYAb9eW6J348VgOFCFo6XHYNpbjMpdQJ+VwpBnHvIoHt02hYfsWpZO3eTASWNlqn5mrkRu3aJWBweZ1yPyJr41PSwiNE8iYk7dgHEtYlcRGSuW3T7qWl2K/LxV5Li6KESpOGcynQlxOhS156lwKje3zMzz1an9t9J8LUfqQV+LcPudEhX/+MR6NU2Lm3Hi1MVpvr6+3vu5TY2jbqeupcyDqcCaf7+DPI2Ep8ebDkLxHyudISGRoLj5J28/Jh0z5e1V/NvSZ9dWmfJ6RH8/36ZCHoqv+g3hvWC0u6jl5oVF7M7ZbenoiJyMIPiEZmB8oEppnQLoCoDAgy6uYewA90FzjmKORYUa+Bdyr9wQsF8J3UEsjKFwSX5eRnhuu2LczjnkhKnerylO5AytkJf6k2cay43NTzuWb8+VMISGx0E40zpN5PKYOx/AnhVRlOOMeODaiy5ONn8q8Uy7HZ83H3YecWPVqbXkls13rYijHJBMvqiSl30oKV/nXbmTOxnIwD4LmmYtX4+g1sfEbM+4Pa4qOxcDX5oaegikBuyW9I2OixwOZzydw7k0uydf7jhWfFGLVZOZpTCiiwV5i40HY98KMY9Uo2EdibIoXSuVzhe/NIe+IckosbYRCI1OEHMDHwaclhMZ7mCbgz39muMif/8znf/u3rArVdcW7oDAniQx5KFSBR1WpzvXWqPMj6p4DfmXc7+dDn4DHBm8d5nQup8CHz5zLT6gNZ885j4V//RS1UPghXozacK6pxZnf7u9/LcTqcCpvjOtYv6LvE6P9/dNqvu6vT/iuK12NY/GcaC5qrAeU/es8Dh9qpfdKxQokSOrQNu23Xhfvh34UrjXPpSu4z7cQEiQ+tM4395NnY78vYXyaq/fiaN66LnUZV4Wpuzv2urm/L401gyD4BBwoNqZ3QPtbHC28DIqMtAewB/M1ZiC1DGmazQBvMkp/DUvintcAlhZC1IOJ4y0oNLTPitu77+hpyJkhUZgoYrAADs+YBN6ABq/6aqDhMQmgR8Os2f6SwmExsLrUPAHzaNc40oOwGID9M6DdUhT1lyyH21nyeqdQK8v5WO2B3TXQr4GHK/NSWBgYEj0VEhsJwNrK326ueXslQKaOhj46GunytswNQ6iQKRqGhYkA8040mWVxlyOFwAyKDoD7P1xY0vgAXPbA6yvrwTEDGyv3u04mPkxoDA2wWQLPH4qIa2fgxZYi5O0aWE7FezM29Eg0s+VlgN6PKTN/48KqkI0mSuRBWtg1avybkeIgAcfyvKtcBMWlCak9GHKlhO8JlsthguMA4F0GdhnHRoHBpyPl/HHBCOljY1a+UGRw/+M/MpTq229pkF1cPA6H8U3FhoGG0qtXwL/8S4llV8z91RV/ZJz6nA/lbiikSgbbxcVjYxP4fg8O35/D53pom/JA/Aq2jFT9+JVqHy5Viw695o1Jb8BqP79vPa72ed/jc4KiflwLmFpMvO9j7FfcNb9TXgFRh4hpm1b6ZYBruwxr5UPU4hF4LEp8jobeM58H5I34lIqw1bl8vtBy+Thkyt8Xeet0TN+Xa5eA8uFT/tzq46HwJ4ns1ap8jm9vme/kr9cLDf3dbDYUGQ8PwB//SK+G/lYC4CP/Vf/i+KV/N/0kJABLYPm/Au035t24AGAJ1U0DLL4GGisX2yaWoW2XQLIQqnYA0grACljccXvqgKbltuUd0O4ZgtVOFCx5BYzfMi9jsWNJ3OkZxUQ7AqmxUK2OwqQzAz+l8ny4AcYL4PnvuD+0uLLHUZDsXrIM7mLP38OVVbEChcnlnY3ZAodr4Nl3HGdc0iDuRr62eW7zsjCmxUAhMrfA4cKS1q054NuXwNXGEtobPj4mrzfmbTHDenvBbRkAMnC9oXdDx3ZD8aJ0Iw1/9ca42FniecMcjWcb5mf05lnKmcJibIBfvWZVqt68EcgW+jVbH4upHNNMLF2r3hwPHatSjYlzUMJ4OzHXQt9p8jhM4PObHXM6RtCjNM8m0mZg03DbaMccMt/7PDE8Ko3c3megn5iDM4zA9gD8cYeoMvUT8aHvpvBofCQyIP/0p7Li+qtfMS/j8rIkaHtPg3IrpoliQ8aab9LnDfVTBrEXC1ot9oZ8XYnIG6mai86heWk1XuepV+/PhQidMuZrj8CpxHA9PxWi9DFejfd5Oz40Rl25qfb++Pn4awYee0O8NwIo4Ub+dX+sRMY0FXHmw5L8/fEdvWsxpvffhyN5z5nO5UOQ9Nny96BO4Pfv+zQ97oXhPV+nCgp4seK9QL6vh/e+6LVaZPh8pMOhlK9984Yi41xOTBAEPzHmlZj+FWguAVyD5WlbHMOepgcAMvJbYF4CWFNkpIGeBZgnde4AXNnxMz0XYy6eimQ9INIAtA88/9ziGBI1LwC4VX+VxW2tmEW2Slh5ApqB1XGHK1u174DpAhj3FCJoUDp7J/60B+Z6wAzd/Y3NZ6YA2V/ZNbY04g8t57jallAr5ZGo6d/U0tPRrygOru8pOg4rvq4qVlPLY1IuzfeaTKGmJPjNpYVtJe5zYX03mgl49sDE7gwc+2cAVq2poRdjv2Q1qqtt8Sa0E8dKsHyUBth1NBK7zH1UqjaD4y7Ng7Jb8B6ogd+hoQA5WE4KZiZ050wvzNTQE6HSv1Oi0Gjte2ZM3OfQ0BuiRoHZnV+iS92/Z1BwbCbgfgiR8TkRQuMHokZhm00xmG5vmbtxcVGMstWqGGHjSDFyOJTVboXMeMEgY84/9rH9AI0y37DPiwm/Su3DfLy48Ia1N2plUHrOGfq1ENE2P+Y5YXFqvI8RGx/7XNu8eDj1es2pazoXbgacDhnzXog6CdwfW4uSU+fWdp1LQlfeJjUT9MZ67YHROSUOtN3v5wWmziVh5IVCPa/6Ne/98PdPr3kPjhca+pEn4/6eIj48GUHwmTED02ugvQPSM/tbv+RLeQbmHdAscOyrMHdgSdwWyFZWNiUawwoRSi3QHChKJoVaJTMSk63qbyk8khn6yCY2TAQopyOZqMh2TgmTtgcwUDh0I0XKsDKxsy2r9GpUpxCswUKeOhRvRDvSE9Kv+ZqqJ/WWoL7a23V7L3VXciTakUIjN8CFnbtRlUHg2IMjg4Z6b43v1vtSJndODBmTB6Mxgz2DYkAlcdV/YjSxoupXh4WFNdm1ZhNrKheshAn1yNBxpsFKqVng2Oxw3/LYi5nhWePScj1AAbEYSh5FpzHtPH1Lb4lyTmYTGaMTFOqHIaGjcKkE/tZ59jOwmyg2gs+HEBr/BvqeP2/fAn/4A/DVV8Df/z3DQ1Sa1ouIaaLn4+Hhcd5GvYKt4+QJAXAMq1Jyui+zW8fsp1Ti/Y9uSq0wWciO0LE+5MrH9dcr/l7o+FAsXZ+oKxzVoskbwB8rbOrXT+1Tv/Y+z0m9j99P3iZvNMs75a9Tj/15fNK3xvLvkUKTLi6KgS0Pl/dY1bk4Ehg+l0MeFs3D5/VMEz9fyvUYBn729J51HYWyjr25oRcBKOfQnBXqp/vkQ6VUTlkVq1S9SlXYhoHXKo+GFxa6TuVl3N+XErb7/fff+yAIPgOs5G0egeV/AtIK7KdxB6RrYL4AUgPmbuyAtAb7bqyAfGVC4WCvbcwgPwB4gdJzwzyj8wLI1xQKq7f0MjSZ54GtvKceQKLno+tpOPc2DySg2/IYNEAyQx0Nq1WNV2VV/OqV5VVYQvXuBUVAnmlsjwsLkwKwuwWu3jDEqpl43GLgPttnwHqDY87F3hK8F1YWdqlu6Ev23mgt5Kqdihejnejt6JdlnGEBvHjNkrcP1/Q4zA0TuJ+/Ax4ueW8zgLtrHBvhyaA/WIO/hXlFLg7mlTCRdljQ+/DbDb0TuwWwXbIc72rgPPdOMMFCw/YW2n21t/ckc8zlxFCqGdajY+JrfQO8WbOz+ZyBfQP8+YahX8uB+77t+BFIM/BiA/xpxfMtrRqZOcZwSPTKzBNFygbAuz2wrwrvBJ+eEBp/Je/e0Tj685+Bf/gHCorbW/7IuO26kkAuw03GY9OU1Wn97Pc01rRdISS+1Kk/FiiiQaEvypfwITMSHcBjj0PTFINXr3sjWR4YeU/qECsvGLwHwL/mxYY4lffwofCscyLEc+6fjA8v8yFAfkXfhzH5Vf8610OlXWtvgBcueuzvrQxwPfbeKHmrfBlXn1sjoenfS9//wgsc9XDRe6bPhsaRMNHna7F47CHxokmfjzrcT8fqHmie+nyrVPA0lXwL5SkpYVxCQ39HES4VBJ8381sAEzBec3UayQTHAkysbgF0QHNlnokdn6d7APJE9EC6AZCB5h2ABzPqZzs+0zOBNUvh9jf0orQjRUS7pwAZr4GLP3MlfLI8BoDzQ8twqdYSn/PSwrkU7rWwuZtX4vItDfs8Mb9ktqR0gKJnXtBr8vxP9I6MCwBLioiM4g05Jn/bvZnb4qkYrcSvmvqNCxMqPR9fPnA/hVMt+pJ/8adfUyS05m3Zr9i4b3tBT0pKDH367gVw/cDj2slCrHLxFCiRXzkbVzsLzZqB724oRrqJvTNWA435fcf9tgvzlCQmeXegp+Lecj8m0EOBGbg6UFjcL4Fp5r1rZ+DlxrwXs4VFDRQOcwY2FkLWgHPemgibMoXFscJU4piz5WocZuBhB+x65mkEnxchNP5KvGH1xz9y5fjmhsni6ioOlApV88zHanx2zoiuQ4/8a+fyOTQf4Xt91GVIRR0+cy5UyBvV/sdzSsT485watz6mvv738b7XTwmbU9vPhTH5feqQs/rc9TxOva/+OiUK/f3W+fz7d2oc7+2QANQcNYauoe5OrnPWYUnyrtUhVhq3/nz4e+O9FH5u3lsh0atkcV9dyj8+V5UtCILPiAmYt8D4B6B5SZEBM9Dz0sSFJRDLUE8zMO/t/8kC7DSeALRM7lZJptTQW5IBJpqboY4WTA5fUiCkiYYmMjBcF69Fo5CphGN/jLkBcotjjwmF/qSZhnvKHFMiQPkQaOy6TEAoAT0n5mEcBYSFXqXMffq1jQ9LgJ9LLoJCsFKmkOlXOPYeaQeGOQEUGf3KPCy2/9iW8/RLPm4nrvSPHffzPTQAHEO4Wsu56M2zobAl9d7I4OtDh2PJ387eB1WhOnQUJ75ZnuVss2xtW0Kc1oOVt7X7PMPm1JSQqpRx7O7d2LkOEkI29t2SQmTOVmY3WahU5vs/ZqCfgcMI7A72mQg+O0JoPBHzzITvN28oJO7vGUqlqlQy9BUCo07iPrbdG3M+pEnH6bf29Ybdqbh7H76l8qXeoPRj+OZ0fi4a03tOanHgQ6Tq8Cg/9w8JlHOcElvvG6MWBO97Xh9fG9J6P7Sqr23+vXnfuYDHniK/XeMoZA0o5/Dvo3+PvQdBVagkXOpka/9ZGcfHJWz9+7DblZK2Ot5fvw/P0xx8+FSdf6Fx1XhPn295Xvqe4kYejfBiBMHPjB6Yfg/MvwErUK3BnhaXAOz/DXowbKqlsZkGM2hnYH5m8fgNkF+ap0LekX0x7JsdMF3jmB8A6zQ+2fdVOwKHlxbC9EBBIW9CSgBGzmteAu2GYiUBx3j/xZbnmS5o+E8dj11tUPp1mKjoDjR6+wuGPiWbI8AB0wS0mYnjueGcljvLw7Ak7v0Vj0nZQqL0vZyBqztgr+pSiV6N9cQSsK37XsgNj1tvmbtx/QC8fsH5tiOwPhSxodwMJVMPHY5VpFKmx6KZy71XYz6AQmNoKS7Glt6PNBevxQRes4TUZsnH6slxt6RHQ93B1dF7XJZ71WQmnF+a16a3zuva/24JXI8298SPlMTNODP5+zAxXGpfNUUOPh+ivO2PSNuyfO2LFwypur5mCNVqxVCSN2/o2fAJvipnq1h6lb+VEdd1PF5hVHXOhMSFwmDkSdGYyvHo+8fVjDRe7dEAHudj+G3aXhvXPpRK4V+1d+CUUHifF8cb3O8THPW+fp86bOtD+/rQKuGNbh/idMor4r0LdTiUDz/yZWcVblTnduhYhUj5cCtv4EsQqou4jlXo1DBwDH3Oci5i5dQPUMSChIs8IimVcCd5LLx3Yxz5+QUel3z2wir4eKK87Wniu+kTsgS6vwMW/wikG6B5bt6KBZA3FAXH750bW0HvGS7VPLfX90CzBPI3QLoAFn8AmhW3d3dAugRL4dr3UzPimIScAORrW7QxoxkL86xcU3y0VrUod3ytsdCo3d8AF6+B1TtWkhqf0duSWz7vBgAJmFbc3l/z99V3/N3MPGd/CVzc8RyHK+DyHbB5AfRXwFe/A8Y1vRPjGvjN/wPcfQ0cLmnU376yc7j8h5z4+PKevxVmdfnA16eWuRoSMJ3ltAz2v/9iC7y9peegmYGV9e1Q+NTqYFWfQFFwf8nHzcjqVUvLZRkT8PaqeCWuNvadARr7zcQE7GzH3q0pTlb2feK9D13P86YJ2LXW3C8DebZKXImiZNtyvpj5+sFE6zjzZxjd84FJ35sHfkfVxVeCn44ob/sJmSYaYsPAxPGbG4qN588pFmTM+WTseS7GWc78A1KCeW20e++HNz79irdfqff5HnUolI+9l3HsGxGeCzWSN6P2rHjB4I1qUQsHLz7OiYw63Op91Pu8L+ypnkede3LKS6P3rQ530j3weQ2+vK2O983rTuW66L065Q3x3g4vCCRatJ8XB0rUlqg9dX6dSwULNI7Eix9PuUa1+FT+hcSTSt56L0vYy0HwhTAA058BjED3PwHJPA7Kg4DlNgwNkKwEa04AbgGFF2ENYAukNwAOwHRp/yMWAK6BZEKimentmFtgvgKyJZq3g5W1zbABwdAtKzXLhARgWrMXR5pp2LcPVn3qJYDXFEDqOI6ZRnBuTQQsrc/HCIyXOHbzzgtg+cBTDJYw3q85p9UDk8MVstUMwNtvef7VA7cPS3pI+hV7dXS2iNOYF2hc8XpXW4qBBM5tuS/38rDi+PJSbC75+tQypOqwxLH7+WJgw8D7K+Z3dAcLdZutIheA7Ypjz2CSuMKoZlB0DC3DqC52vEcwbwkyxQla5nj0HYUGZoal7Ru+L81gTfss3ySNvHcDzENl1cLmTI+FFkOniY36xsQQqWEA7jfA0IfI+NwJofEjo9Kdikff72mgPXtWKvgA541sL0a8kVsbbadW7b2YkNDwHgwd51fYte1DYU7vC10652U4te1DYU0fKy4+dlHzY8b7mHnVwkeC69zYtYejfu9O3Wt/Lv14UXdqH+9x8ft5QeLFin77fJ5T8/PnqM9ZX6O8GyEoguALJwN5S8OvuaXnAfadkl2eg2Lq2WACgO2XzDBNrRn6GewSrnCeC7CnhhnSc8vnsJV+JIvvt9dkjSdbhVco0JzA3JLGVuDB1fV5CUDehBFHgTF1fB3Jxk40iJuenpJm4jjJwpwU7tQMOJbdbWZ6MZZ7HBvxDfKEWL6HwrAmy79Qs7+5oUiY2jK2v5ax5ZgzSu5Ga/9ve0tQVzjX0FnOif2/HxuOIQ8H7Pdg92Bsi4dDJYXTzONU9WmyXI1snhF5XRTylJKFSgHHfBF5bLoJx9K0ME/GYHkbc6YnZDZ7pYedUx4NAMPEn/5QPPfB500IjZ+Q7ZY/r15RaFxc0LOhhmkyDvWHoyRuGbJeMChWX8ajjNC6ypTGlYdDBqdCrpQL4o1KeTL8SgLweF9vHPu5KVwLKMnImk/ttTiVZC3OCZlzQuRDnBNCp1ZCdI5aPHivDlCuT++J99z4srP+OL0nGtPfAxn+eg+ET7j2HdzPJXt78aB9d7vyWFWv/PurUCqJUJ/MrRA9XZc+H4tF+Rz6hO9I6g6CXxATkDfA8F/tuYzaHgyjsg7g44JGaZvN8L2mwMgZwHMKlmZvBmsLzCt6LdoDkCcL97kGGjPo23f2e+J+w7OSp4GOImCxoYdi6oDFW+DwGwsnegOMN2ZM9xQTo3IaB4ZAzY2FY+3pqZk6M/pNjMAM7c0LYHXPcKv1A0Ot1PwvjUC3M2N7wTCnu2/o5bn+Dhgs72Fp4UJNbwnnDfD2myJA+oXdh8R53t8C1++K4AEoENTAb7+iwFlv2Zyvs3EPK2C75uPV3srDguP3l8CL78z7NDMEqukpGNRTYzHy/VvAQps6jjG0wM07HHM49goBBj0QC8tRmTOFRZp4DwcAmwuwRC2sW/nAx2PDRO/WEv/7zIpSe8vx21qlsuDzJ4TGJ+L+nkbZ5WUphevzFxQuBRSjzgsFGX1XV8VY9gndei6j01ed0rlktCpE59QKdUpFOGhbvYLgvS0yVn3IlcapBc2pkKFzwuRjw6d+SLh2vWJ/ypNRz0nUwsLfPxn9XqRJcChsSWFIvnKUN9h135UP4T0WXuTpM+OP0732PTl88YF5LgJUuTnKs9AYvsv94VBEpm9UqWs41R8jCIJfFnkP9P8X0L4GFv8z0P09jl6CdEFjMc9mGF8D88HyNS7o/VDC9Nwwf6MdgebOPBiWf5EOQF7ZKvoCmH/NMrdJ3yWJj1X1argGYBWnuj3QvgGwpFHdqJfEAuh/CyzvqQ+QKFimBUVDY4ssSJxfd0cRpJK3U0txggnYX5rQsYT0bEnTUwccroH1Pefb2GLM8p45Cd2BSeRbC5tWlanRckoWO2BjfUhS5j2dzcuDyZoLJs5lcw1cvaOhfn9NwXFYAFhQrF3eA7sLYH/NXiCrHZPf58T9tmvznEx8ropYXc/eGu3IMTYripLeEsYPnZXilScoc65t5n55wrGp4mAfjQl8T0fL2+gTPR7ZXpwzsE/0cgwZOGwpMIY+RMbPiRAanwgZ+H51uV5B94ZsvUrue2XIuKwNTRm1Oh/wOJzKCwtVLdL4tZfifeFUwntDgLL67V8/9Rh4LDZOjXvqmHNj/RDeF670vn11XbVw0uM6kdwb33Xey6lcEHkeJK70np8qNavPhj4DPjm8Fk4SrZqjD5/SebyQrEOs6jwS/9n14wVB8AukB+Y3wPjf6M1oLgAsgXljr7f2fG2r2hNFhnIj8tKEyAGsGDUB+RZot/Z4DbQ77pdaIN3jWJr12KMDNHDnmV4NJBrY4yXzNJoZWLwD8gXFAJbMwZg6CyVqKULSxDkNzzheMwNpwX3VoXsGgJm5HlPH8bu9CajM0KnB+nU0B+uxkSlMWkvSnsHwqbGlCMkNPR1Ta+JooCdiBuejbt1jS2M7TbzOlOlBubRk97lhOFlr5W9Vyev+BscE7mRiAjZO2wPLXEKrWvsOmhKvL2eOOVxRKKSJ3ooW9EaMeisGAHbc0ICd2Ru7z23xIs3Z9ps4vzQxRGoCPSH9xB4ZwwD0O2C/Acaen4Xg50MIjU+ID4GqY+xFbchpFdob83ouw/59osCvgtfGr/CeCJ3jVLK58PtqvzrR2J/fh1zVXoVz1Ib8DzFmz4VdnRq/Po8/rvbC+PerPs53DtcY54TFqdLE/rOh/Zum5PX47X4c4HFoXH2NdWnkOkFfc/cCAygCRoK0Fqv+MxpCIwh+oWQgb4DxQK9E/hporsGeGKvijXj0PTLZcWt6KdiUwYQFaFwrJ2O+ANIOOPapuAPQmRfBVuwbmNENM3jBfYYrCpxuD+Bg51KIz0RDWs0G246hSjNo9LcDV/ibRE9Ht+ew6hsxWD+MeUFB0ZjhjplGfjNzvMmiCNJk43cMdVJp3eZAI39Y8veix7GkbmthTOOCImFq7N6Yh0P9OK4eTDRZ48A0mffFvD27Nb0TiwPvfW9zahM9GwsTUdnGzMnCp1rOZWoofNqeP52FQW0uADRA2/A2zqDw6Bugmy0UqqV3Qj0/Mt9KjPq+se+uHvYzA4cBGPZAvwEOO7ve4GdFCI1PiCr31KvUKZVQFnUI1/b1+rGRp7h9rUSvVmXsu7sScrVYPA7ZuboqFYHq8BiF1ngvig+r0TnkwfCv+fwDhW55weIrYWk/4LGR743mej9RV8j6t+Ru+ONOHe9FXu2d8Z6eOuSsDqXS/qcMce+JqhO4a0+O7qnGUKlYje9zJ4CSlyEkFrznQmFeet2XqNX+eh+BEoLl99E9UjO+EBpB8AtnBPr/HWi+Btqvge63/EELzFvg8GcKkPYSaG+BvKXXo+mA/LdA8wZoWqBZAd3vAKwZrtTsgPycv9s7MK9hh2Nlp+lvgKzFuwtg+ZbCJLXA+NJWzBfA/Bug2+JoEXd/BoZfUXw02QwjE0HtPbe3GzP2r2hsJ/NM7L5mCFS751x2zygEGgshWmxNdIzAcgtsX+JYiWtY0+sxLXnMPJdxsQAOVlkrA8deGHMGbl6x+d/DLStZffPfwT4aCbh4Aww3wGT7by9x7NE3rC1MCjx/21DcTFZJKnXmObEDDiZqmoFCY044Jm1n8JwKj2v33D5lio4RvH/NAZh7vkfLmXkem7V5M0yMHToelyeG1O0aqzC1A7ZvgXEPTFWj2eDnQ/TR+MQ0DXM0nj8vcfOXlyV2Xoasb/on0SED8eqKBuA4PhYIMuq7jgJFwkTj+fAfb6BqHAmcYSg5Br5Ckeqj+6RvzQ/gvsrv0DlqA9x7Qurtp7wxpwxx//yHeDv8frVgqcc4td17M7woqVf563H8WHVPiVq0KH8GKO+D3l9fCEB5Hr5srZ5LtGpfX5JYJXF9Xw55TfS6FxbytBzLDVoVNXX3Vnnd4OmJPhqnie+mzxgzXtMlsPgPYHO/S4qM1ALpAmi/YigN9jSwuxUFRjPb85b7N2D+R3MLpCsgLYD2lY03As0WDNeaAaxMTLy1cRKN5bTi724DDH9Hr0JjRv10S89Fu8WxYzha84Ls+NMMFB3zmpcngZMyV+m7bfFs5I6eg2ZiD479S+D6f5TXkOz89r95+xJ49keKkuGC4w4r7re6t8eZxn1uzKuSrQGecl8yE8sPFyY8epbSncxjMnY4dvueGyCNAKx7uSpKKX9k6MyrYSFWs3lOYLkWfUfhlEZ6SVYPFvLUMgcj9Tymb3mOESZQBv6MFlY1ZWAegHm0ilJWpfOwA/otMA04ltENPk+ij8ZnTs401hQCVYc8aaVb4kLb9FjioA6BqY/xCdp+nzr8x4fk+HHq89bz8Xwop0LXfaoc7LmxToVhnTrmh4ZUnQvdOhVKVW/31+nn58PSZMD7ufnfp0KQ6vHrc3sRIA+UP8epvh610KjnciqM7VxolX/N54REmcEgCB4x0sOQB2D8HdC+AJqXFASMmQHmB4oO2MLasWzqxFwHrLjynhOQl0wuTg2FBmwxLScgt2bkdxwvW/WibCFDyNynBV+fZWADxypIuacHZLbO31kGebJzKfTUQrdyYj4EYF6CFT0Paj8+WpPAPLPqVW+N9jDRi5Fsv2YCugdrumcVuprBwrky8zm2N5xndzCj3xaX5mz9N2ws5bakiUJtUIncmeModwOtGf7Jjm14DbBKV7OJjHku4kT3qrUEdIWpzZM16EuWW5GA1nIt+pafgaMnJNl49p0xgMePM3My9hsKjGHPfIwQGD9/Qmh8YnLmavA4cvXfezFkcMozIS+GFwvyVPhcj1pQADzHalWOr/MkfIiPqlF5USF8R3Af9uPzBryA8LkCfiX9lCCoDff3CZhTIqEOu/JjfIwAOecxqedzSkj54+o8CD83jeOFCHDa86HtdWWp2rCXl8GHXkkI6DOjUKtalGg+vkKVznNOhPrrq8OsgiAIvscETP8K5Huu4qcroLkBkIHpYJ6ONYA1DdXWKjnNll2cJ/NyPKeAaMyLkJfmZZgpMJoOwAr0otwD6ovRzPRE5JWtoM9A847HZPMs5AsgH4C8N7ECHEvZTomhW+rbkXL5mWBz6YDphvt0exMKa25fvwFu/gV485/o9WhG7jdrpX4G1n8Btl9TgAAMgxo6jtNszbBPQDqYN6Pnvoc1sLjjeCnTI9Oa6MgjsDfvSNsDFw8mGCRozMOh8rVpsL4cs4V8DRYu1ZiHI3EOc2LuBRLQmZdit+C9mJJVoOpxLHXbWI7LrAWqlqIOts8h05tx6IHtO4ZPRcL3l0OETn0mrNcMofr228eCA2A38XHkz9VV8X5cXpbjJRBUyrbrGMYi43C1elziNueyv0Kl/Dh+Vd3nXUjA+CpD3hA+VbHKl+31j0+JCZ907gVJ3bBQ8xEf8p58yOvhvRfn/iK8Ia3rUviTD0PzYsKf2wsPGf26LoUj1aLJn2cYSilaVSvz16NSuLoO5eD48X1FKp80rs+Bun0rVyMletw0pvI+lF90f89tEsvBj0eETp0mvpt+ZiQAS2Dxj0D7N0D3D0Cj77JsouLGjP4NRUk7A80C6G6ZfNzCctKecdU9LShUjiFUO+ZUpKV5IVoAL4H2gadPK6B7hxLaZX031Ayw7fk7WfhWaoDpmsKm2wGdcjJ6YPiaAiPNwOo156Omgc0ADM9NAPTAdEGPQDPSM9Ht7LJb6wLe0bvR7pm8jsxzrN8Au+cWdpX4+uKBoV4pA/ffcqw0A3e/Bp79nuPtboDbP9r3iXkSWisnO9s4SvAeLRn94QVFx/o1n/drdi5vD7wXqhY1NUCzB3MsVgxH6xd8nHbmyZr4+2AeJljY1NBQRM49sB+A/RYYNkD/BlQewc+KCJ36maAY9+22GPRNU4xHrUrL6PSN3mTgqYGaknp9noeaqPmKVTnzdfXs0GdF48n7ISEiDwVQjFXlhPgQLW8A1+LG7wc8Fh6+ElLtjag9Dedsi/d5Qvzz+u/ilGg5tc+pUCvd41MhScD3V/q9OKupvRI+vM3nxvhwKF/e1s9dc/L301cr07ZTJXH9cx8SpbHGseRn+KT0IAiC95IB9MD4eyBbo7r2VxQUaQlgolcBLT0YaU2DdZqA6R3Qj0B3CbQXDEfqbs27cGfG7Z7P5+c0hFMyD8hb+5/XgPkDlveRLKQo35pQubdx1hQWuAAWb2ioYwRwR+/CtGBeRt7wmnJi9aTplmKjMQEE65sx92Ayu1WAGicKh2TJ1IcLeibyzPyHtOGYE4DdpXl3LNyrvwDGKxr/iy3QWH5EbiigRtBjsHjLHIf+ygTKzjwTsMWoBY4J8XkGxgsAllyvxu4DGObU7PnbHDBAzxCp3FIUDjPfz25jfTMsR2NMHEMiY5qthO0IjANweAf096xUFiLjyySExmeCkm43m8dVnfSaf36qo3Yd6++31du9x6D2MgCPV+V9mI/m4vf3/Tf0+rkSu94YrcPDzgmHuoSrvwd+m7/mc7kcT4EPT3vfeWqRUodQ+bHq96Hepy6hW4uJcyFf/tx16Jc/Ry1GJDzqffw1SMxKZMRiexAEH00G8gPDmNIaSBdA01IE5Bk0qC3ER124Ya9lWzSbE1ia6IpCotnbqr3+L65p+KZMAzxteR7lWeRkHoQZwAbHMKmcccwtQUux0cwljGuauG1aUWw0e5tHY0b1BQ36dgBmeyyPQrvnvLMZ+8OSYU5pYi5Fpy7letzwZ7RcjWShVhOYBN5mADsz6q0PSNrZd22mR2LKFEDZrnlqQKWQLXfDvS1DyzliYAhUgn0fgIJFPTwmcC5Ty9eangICo+VrLPh4yhQ242ivjZabMXO8cQ8MD8BofVKCL5MQGp8RhwPw6hVDqGRcdh1Xjn2DPiWN9z0fKyzKx9CrnK3EgH+9DoHSuVUmd7Uq4UDydPi+EKpApef1Y19qdRiKx0QGrebjQ228l0bz9GPJI6PzeGO57izuPSynODX3H4I3+L3xXXtCauP/XI+J2tug6zqViK33QtWkdF9rwXbOq+PfS52j7vnhw+KAUsJY59P5h6FUqAqCIPih5J0lif8KyCvzGpiRquTsvAOrVK0ZKpX3YFWphn398jsuyjcA2pf0HBz7aGwpYGYJAhtHFavy1wAu2cAv3Vl41LfA4hXHOHoQLNcCCRhu6UmYngHTV8DqX+ipSDOQ1xQPy3sAe6B/AXTm2cgdsPozxQk65jqM10AaLM/kAJZwnXgfehMgmCgOpgWFS27Ma3DFa1YTP9a+NXFiYbPZRE3acu77tft/nXFMGp8a5pOkgzkVGr4HcwM2tLCKUGPLfWeAImzm/Jreun23FECD5XvMk/XIGEwMDfRkzH15b/t7IBK+v2wiR+Mz5OYG+NWvgGfPvp93ATA3Q3kcQPnHIQPeJ4xLYPjwG+2ncCgZn3ruQ7EkPvq+CBhv9APcR0Zu3TRQxqlPcvd4z4jvJ1F/3IahiKi6W3ktLN4XOnXK03DO+3Dq8fue19u9N8DnRNTH+hAnL0jqErZ1OJSEnDwKdfiStinRW9uUj+Hn5xO6fT+Nupxt31NcbDbs06I8kODHJ3I0ThPfTT9zEtB8xVyN7tdgCNUlmFeRaZCmS+6XLaehueFPugLwBmgXwOIWwDvmOGDm7+Y5mH8BoNmYyLB8jPY1KDzMy9EenEAZzaOyBPIN0L0CG/ytzMOhFtgJWP/fwPQcyJcUGos/m2haupyQmWNPz2mUpxlAy5yN3HGsRuVzG2BeAstX5qWw+4DE60omDkYrsZt6EwtL7rN4A/TP7ZARWNzT6EfmWFPD7Xkyj8wDj+2veY9mhVH3WZZp3wAAIxBJREFUQHsPNv9rgbQ3LZPoyZgsrkphbXlbvB3zxvqVgGJjtnC45gAsdhx7vwc22/gO+RKIHI2fIfs9DTmJBd/sTTkW3hD1OR3e6PYN5nx+hgSBQrR8mEztUZDAqKtJCd/kr658BBRxdMrzoHPr9VNhQXp8Khncj3uqp4U/z/v+Dk6FHp3b/9xr3sNySkydO77e119bfS/P7es9SafyRPx90+emnmctNLxXxedwqO9GJH8HQfAkZCDfA9Mfuarffg10fw+GSimEqS/CAy0FxzRYJVYtag1u4Smb4b8EcKCR3LRcsW8Gio18aQJgT8GSgWPieNPQ6MZgHoGDeQomewwA1l/icAt6YSYA91zBx8h5zZdA+44aIS+Ys3CsmGVeA5hQmC10a7YO5/nCzmFjpcnOmzjWsYRtTyGRzRMyDeYZsfGbAccO61OHo9cDmcb/PNHTMO84v9marmaFSWVuV/WvbGFkc2P7WunaYwnbVEKtcub5FofyXg49e2X0h8jt+6UQQuMzZBgoNFQBarUqhp9CmbzRKE+EQox8ojVQ9ldDQODxH3htIEu0aCVcx/n8CHkUJCRkkPqGfPKA+NCeOkxIRm3dCbw2qv24Ws0X3iD/UMhUnefwofCp9+V/+MenznXqnOfyJ84Jilqk+DFqcVVT3/c6VMqf24sJeTtqT4eeS2jEAnsQBE9BPgDTKzCxegCaF/Q+wOL+YaVV0ZpI2AH5AawqtTJD2CrmJcvpaNc0otMOwAPDrhor15oWdo4dDfk0l+TtZP0hWvVwWDJxO2c+b3acD7J5Em5p6Dc9vQPjGsDEMaeX7E6ORC8FRs41mXcCsIT1PQWGGuNNS3o7OvNG5LYIjtyah8GqQKWenoI8UhxMI+9ntnCqabCwq4aeCDX8y5n5GBkUDnnH1/PIbdOSeRpzpsCYNeepfD/MVj1xyjj2LZmT7TuU+9Dt+F5MI78/dvY8u4W14MslhMZnyv09jbrnz4GLi8cr+io3qopR3vBUidnlsiTr+hCa9bqUoFWOR9eV0CRffcqvbvuwJt9j4XAoZVeVF7JY8HWdz4du1efxpXF9/w/vSfHhUacSmn2vDuCxAPChXJ5zwuR9wqMWA3WOhh/Db9O11/Ouj/GhZzL4fSiV31/3qa4I5R/783hxp/PU90/P5anQHPxjedvC3R0EwZPSM3Z/fseKVO2vWQI3XVFcJDPU84Rjv4u85+O0BnDNx9hzv2kL4A5oLoDmEkgbC7cagfSanpO04nmbO25rVjxf09vqv5oCPgNwBQqYv/B8eQVgyWOxwLET92zHN9YLYn/N4+Q9yVcAJmD5e3YnTwt6OJoRTDqRl+DaPCAzgB0wfkVx0W4ostSgL2fen2NPkAT2obDXJ1AEwBaHJgDTimKlm4DhmvNMauZnSeXZOo/jYPezBZp7CqLhlnOwnHLME44enmay8sPJyhIPwNudlbDdMwE8+GURORqfMV3HHhr/+I8l4Xu9LgalDPH1uvS62G75+OKCx/gwK/XdkEHp8znm+fsNA30YksKslNytcSRufEiWD9Hyhq7Ej1+Zl9hQgrkXOT7sSs+96JAx7UPE6nyM2uug4/w+NX4Op7b7sevXahFxanudFO7Dx3zjxeOq0fx4TvVjLxhqz4UXmd4LpuMl/nzYlPp0+KRvJX6/eUOxEd6Mn57I0ThNfDd9gTTmrbiwXht/x0Tv9Aw4Jg5nMDTolivjecP9AdAC7k2gKGdwBzRXZtgn8wZMfL29BdIb2269N5rBxM2teT5sNT/1YG4HTLTsgPzCzrMDy/LuuF++4TlgFbSSFrgm7pOvOQbMM9J9x7nPa3pHMjjefAFzF/DY9jvuk1U1ykQFZvOAuOe5RUmuTyYm7B6ljQk3mMfDSgljANLWxIt5JsYr29+NpXvdDLzExoRGMwL9HjjsgN0dsNtaiJaUSfBFETkaP2OmiavH9/c07CQyToXQyOPge2J474Qe67iueuf9qnvOj5PND4fvG6kKr6pX7yUG/Li1aAGK9+JUAvMpY73+HJ/ybmjfD9kdH+u1OMcPPfZjxzwncM7tey7s6tzr9Xt86h57cePDpfq+9M0IezcIgh+VGUdvhfo8zO+A9hvzRFxw+/yOhi8sXAizeSmaYmxnFQ6x5GmMTmiMFCNIbnsLNGt6VxSalDIoXCyfgo0q7PUd6O2w0CdUC21pNpEy8zU9n5XzkXn+OYM5JQonTvYY9n9b57Rrmmez2ScKjmRC5NG/52TCQYtSycKkbD65BT0oNuZkogSD3XN9XzR2jOV4tGoY2/DWtXO53nkGDltg90Chsd8CY/+En43gZ0cIjc+YnLmS/Po1ny+XJTTJJ2dr9Xm5ZGlcoKyMy5BfLCgYFgv+rNePk3l9FadpokfEd4z23aHHsVSj8o3jmoZeE+WJaD8vjryRqhCuU2JE/7C8mPKeDJ/8fsqzcK7ylD+PvDHnys7W74X/feq1Dx17ai6nQpxOCSs/7/oe+X0kBmtPCPB4W33e2jPiq0+NI2NqN5tI3guC4CckA/Mr/qQV0HwLrP83oFE1xf0x1YGG8R2Qrrlv6oB5yzFSB3R/A8wbHoM90Jp3JGX+znsTGUsgXwJ4MCFxMG9FBj0alqORLAei2QHYgGFWOwArvpasNGxCESfpAjiGUY1m6Df288Bu3hjpTYCFe8F6a6Ap1zkllIT0HVi5arLr6HAsxZsTk9rVQ2NOALYcLzfOU2IhZ7N5VzJsDJ03MRQsNUyqb1tgYR39UgK6mYJvPwKHHrj7C7B/YE5GEETo1M+Er74CvvkGePmyGNn6rTyLlLifcicUl9+2xeD3Ky3ykAwDQ6O0f+3tSKnkWviQJu8Z8cZx3z/2rnh8SV6F5nQdcHVFMeP7b8i49sf4HwkuhWNpTrWXxYd2adxTnDLu/XnP5Ve8L1QKOO1FOOdtOOVZEP659y7p8TA8Fhd1gnftqdB5+v5x0vd+XwTGODIc7+GBv4NPR4ROnSa+m35BJAAtw6iar4DmObD4JyDdmBC5xLHBX1pZfsNo4UQzML/ma801jgndcgE0S0DJzmkHYAukK6D9JwD/Ayy52wF4C1aysnK3sHKxabDtE4CXoFD4H7Zf4tRhhn2aTGhcgbklS6D5HV9Tc0LAzS9TGBy3KyF9phCanrnzb8HyugsKmbTFsRN4hm2zErPzFUpSuUKz9G9mAXRb00ENHUvdwPmNCwuF2gDDBti8Be7vgOFA70X8q/plEaFTXwgPD8U4vL19bPjLM7FalQZqKl8rI1LeA/XQAMo/AzXPU9K5T9iWkX8qmVoixedseONeXhQJISWdCz+2FzC6To3rqyf5UrbnqKtb+dCyU2FT50RDzTlPQ/343LaPGfecCDk1lu5DLUhOhT/V3g2fz+FFn7xjytM4HBi614frOwiCT00GE5PfAvMOSH9hWdy0phBY/B3QXgPtBbC4ANpLZzhPNOjzEsBzIL8CsAZwCQqAd0Wk4AJHT0i27uM50yjPAytYZZsLzBNyzMOQWFGok3puKNRYnvobUDDY68qlOIoNcF/lWqhk7qPXLGcjW64FZlD8ZDD8ST8zy+oCJjQUZdBzvLTgNbR9CYvKABYtX5f35LC1Xko98y6mHTCZuKgXuoJAhND4mXA40PhbrUpiuC/5CpQu4l4U+FAZX9HId/f2XgGfLO0Tw0+tykvk+DAuoBj4ddlZX25X4+u1enxtPxVWVG+v+014MeG9G6fGPZVPUnNKQJx6/WM4JSLOeUlOve7v/anHP2Sb/2zovdTPMJS8DOXoBEEQfBaos/Q9w6rQUWxgD+TnAK6B9qqUyW2W9v2zAnAB9thozEOx5Lb5HiXHYWm/G9BQz6AAGE24dDj2wJAAUM5CttwK9ACsAmOCjZ14fAZfSxvQC5GB2Twfyv3IixKupeT2o7djaXPKFEdpZ0LFhEEacfROpIxjXkhKPE9jncm7EceGgalhrkWrBayGp5rk3d4BD3fMuzjsgN2G/TpyhNMGHyCExs+IaQJevWIYlDdKVeL24aF0/F6tStlShQz58rLX10V0KO/Dd5CWl8QbpfJwaPU758dJ5r7kqoSGqlX5fhl+hd2Lmd2uhFulVLwzQMkFqZPgcy6iSeN6j82pfiESPKe8KKL24GhsX273FOeEyvvExYcEgn/tQ2KhzsM499z/jGNpwCcvxm7Hn4eHWKEKguAzZwTyA9D/H7TH0VlY1Utg9ffA6h+B9bdAOzLRO62B5tfmfQCAHZCf4ZirkBdWgQk05PMfwTCnNShW3uDYTA9rFBFghj4sMR23OOZRYEsxkDTfO5T8DEs0h5oIuvlIKDB2iefPK46fBlZ4SltgfgnkC6B9g2OSdgJL9naDeTRaYPgG6PbAYgtcvAWbAyYKr8G6m88z0Gdg9xbYvQJ23wGbO2DUdQXBDyByNH6GKKfhq6+Ab7+lMS/jfLGgEFkuS1J223Kf6+tSOSglJm6v13xtvy8CQSFUMj6VGC6hoRAthWdJaChno87R2O2479XVY6Hh0adQx0gg6GO3Wj02jn0St+/LMY7fz+nw56g9LX4udRUs78nRa6c8KfU53iceTu1zTjycEhP1Nt/TpO7gXTfa87/12VBFKV/C9v6e+RgSp8HnQeRonCa+m4KTKCG7Y2hQswYWv2YSeHsDLL4B2gf2e1j+B6BdmBDpaZSrg3eysKXpBiw7uymnyA0N/HSgUMh7O5/6YazoPcEBSHc8/ujdsO9JlZ5Nl6CIMY9EY7kiKfMczR2OFaqagWIhL4DhObC4Yz5KMwHtgX0uEvj82OBvAtodMHY899wD/Y5haIcJ2CfmW/QPwLjljzwW88w5Rmna4BSRo/EFogRdiQVVnFJCuE8C1+NTPSu8V0GdwEfr3CnDvg5VSql4O7xnwDfbk6ek7zkvoQaBmqO8K3WZWlWX8t4L3zBQ+9b7+3P7vh6+KaA/l1/tr0Oo/O/ag6HnpzwVfoxTr73Pm/ExouOU8Djn6ah/vNhQHobyMvqe7/t2S2EYIiMIgp81Mo5HCoB5S6M5veIqf/97CoImAd1r5nM0DdA2QNcA7Yo/3QrorD9HM1vSuEKUAIZWLbgtNUC2sKTjd8pMQYDnPN9s+R+tEyKzdTxX47+mB7oHHHM3JstxlKGfMpCu+FoDm5OJosZyPubRxMQADJnPsWeexXQA5gPQb4C8BcbZGnkf7GegGInO3cFTEELjZ8owAG/f0kswDPRMXNg/Qxm1NzdFbEggyNNQr+h70aDqT95ToWMBGqTyDNQhRUDZPgxFWEjI+GpZyjmpu3r783pR4nt01NWl5LmR58ELkVM5I94gr3M+/D51BSuf/+HH8JxKOPf7f2yo1If2/9jQKN+wrxYaCpfa70sJ2310bg2C4EtjAqbXZ177b0BzQ69Hswa6BdA9B7obYPkcWD1nPkO7ANolWMI20bBv74F8DYoNUGykjt4RVYLKayDfAou/AOMaQKIXIq+B+ZKdupMlgaeBXoluwrHBXhqBNgPqBJ4BjLaI12ztf3vL/ceJORTzAZgfgM09xcY4AuMAbF8B056v5/sf8X4HgRFC42fO739PkXF1Bfz2tyVkqu/5z+fiolSckqdC1Z/US+PduyJUcv6+oakwKRnUb9+WpPTLS55T3oO+L6JDPTsUgvXsWcm1UOM3VaOSwFHOhIxhhYIpMVnjAt8vWas8Ei+a6mRw78nwr2v/2otxypOh43zYku8Jovl7zgkGX6JW5/pQLsY5UeHFhLwVXlj4xwqX6nuKi7dvy2cmCILgF8UIzG9K+sGpInvpiuVzm0sKkGT5FmlBAdJY/4r2BdBdctvcU3+kCyDd0iPS7nFs5L2Y6eXIEzB3ZvxvgPkt2MDPXkvZhMIBGPf0NOQdX0MDjBueax64z7ynFyfvgQh3Cj41kaPxBSAvwXrNXhu3t/RmzDONe3kwFNrUNNzXG+4p0aDXqv/1dTGEFWqlhG/lQShfI+eSW7HdlkZ+GlNCQyVvZeze3j4O6VFolzwiCruapjKu7wEi5HFp28fj65Mtb8ypbuQ+NEyeEI0pUeS9P/64U7kX/vVT4kJj1B6lc6LiXEiU5ntKTNRCo/ZiDAO9F9tthEr9nIgcjdPEd1Pwk9DgGB6V3BJtsoZ2SdnXnYkQVZDSsZ2FPKm3lMKwLCE8j/zBZL+BR3kROZvA0P9p/z2m7yktWPmfIPiRiRyNXwDeuJQhLW+GL02qpn01vsKUrxzlcyJ8aJT/TA3D4zK79Xe++jLk/DhRW4JGq/Cnzi0PghcAwOOwqFOGua+e5RsGyjjXa+dCprRvXdq39pB4arHhBcW5ECn/+imvxbnHtXg4JTTq7T5Uar8vDfhUHCAIgiB4D2a4Z9DT8FfTuB+glNENgi+M8Gh8gXQdQ5r+/b/nCn/XlZApgMbqMAB/+7d8vtsVw19G/M1N8VLIYyGx8fYtx1dJ3Kurx3kXQPEeqJqVtq3XpQfIbvc4SXu1elwpy5ee1W9fWUt5IJtNmWvT8Jw6v8KsdN0SIT73RH8BdbUqHx4FPBYm9XP/VySx40vhehFQH1OLCe9x8ULMezK0nz+mDpfS9aqilEKm7u+B7757fO3B5094NE4T301BEASfjg99N4XQ+ILpOpa/ff4cePmSRvd6XYx0791QNarlkvt4r4LPt1gsHuci5FxCrnzCtRcay+XjfhnaT6JEqNu5jGmfyC6jX0b8YlGMZ19ity6fqzGEz6Gor1Fz1sq/9vciQOPJSPfVrbwAUQd0CQ3tX3tKtM2Hj3kB4LdrPt47oXEU+uQ9G8q5mCaKunfvSqhU2Kw/P0JonCa+m4IgCD4dETr1C2YcgTdvaOxvt8BvflOMYoVYSWAoFwN4bLBLSAxDMW59wrUMbBm/8nxoHOVHyPhV8jdAQ3i1Ksa4X+U/1dhPrys/RMa1L7mrudcGvQ/Fqr0J2r9Orha1t0LUHg4vPnRO3ZtTORr+uQ/pqr0bdT6HD4fy23Q//HP1xnj7lp8DJc4HQRAEQRD82ITQ+MLZ7UrFppsbGpmr1eOQolosDEMxygEazgeLSZXwAIqnoF51lxCQwPAeCSVYa5Vf5W11/rrPhcKB5ElRQnmdT+G9Bb70rQxvH8akuXrxUY9zLjHa7+PFkPdq+Gupq1N5ceHDpE7lcEhM6Lynkrt9qFRddconfT88PBYtQRAEQRAEPzYhNH4BqGrTv/wL8OtfM4xKnoxhoBF6fc195DFQiJVvuJdS8X5INCyXjPmX4Q4Uj4d++6Z5fpXeeyKWy8cVqw6HUkFqGPj4cCjGu/IwmobGtErsSgDIsD8cHodyKYcD4JirVamK5YVBLQB0XRpX3hs99tdSh4X5HiQ5c07KB6m9J+qq7u+TzqlQKG2Tl0lj6Dp848XNhu9PHaYWBEEQBEHwYxNC4xfE/X0JVfr669LLQqvlQBEP794x4TtnGvJKKlfuwX7P19ZrHnN5ybHv7r6f2yFDuOtKd3AJBxnU+z2N4vW6JJn7FXjf40EiQzkaSjKf55JgLlGxWhWxMY6lRK5EiA9Z6rrSg6TvH3tOfDiZ9x4Aj70aEhwSDLVwAYpI8HkY/n2ovRr1OTWevEx1qJS8GcrHCJERBEEQBMGnIITGL4h5pvcCKFWalADuV+N9SJA3xH24k54fDuV4GePDUMYBHodB+dV7b4DLG+Gb7+kcp6ouSTDJeyEDW00JvUCow8B0Lp/w7fNIgMcdxjUPLxbqMKycS+6JT9L21+CTvU+NU4dS1SVq6+7eEmO+b4i273YUZCEygiAIgiD4VITQ+IWx3XK1vW3ZZ+PqqngQgMfiwBvLWi33Df5UXUnVpYaheC3kGfHC4nB47BXwK/jeG6CEcxnl8loApcKSQqzkhZBRrQTzOtna4xOtfU8ObZP48mV/fbiYr5rl8z0kOOR9qfMuNL7ug89H8WJCz+U98uFQXnRpLF9BS/dguy2enCAIgiAIgk9BlLf9BdN1FBovXgB///dFQCjhW0atxINyN4AiTNRPQ8nf6jK9XJbu5ProqNSt+mgoHwQoYVgSFr5CVErscC7hoVwOjaM8DYmK5fKxd+LysgiG7bbMta44JYGkZHZv7C+Xj/NCFJ4k/HwBjqWyvn3/OFSq9hQp3CulElqm/epwqDoh3HN3xx+FtQVfFlHe9jTx3RQEQfDpiD4awVmUy7BYALe37LlxfU2PgA9/Gkd6PyRC5EUAijGt8S4umN+REkXMNHHbYkEjer0ugkHN+4Bi9NdiwVeTkjiRR8Mnaft9VfpW4/hQsGF4LJbkGQHKNftQJF2n7zCua93vy7x8B3Tg+96Svv9+/oWEiRch8kr4ylx1hSk/7uFQOn0rH+Ncxazg500IjdPEd1MQBMGnI/poBGeRIe3Dkw4Hig015wMeG/nybPicCnXBlijxVZF8VSadzxvbvv+Fqkr5crq+F4UPn/K5DRIddYgS8P1+E+fyIPz9kBehbR+HKukeCF2Xzz/xeRleJHnx4OdZl7xVOFo9Z73mQ64Oh1K+drOJfIwgCIIgCD4vwqMRPGKxYJjSf/yPXPlXGJE6cW+3JYzJG9jLZakkpZCmzslYv/KvDuVdV8KGrq64Kq/wrc2GnhWFSMkb4b0YQoJASBTIwPc5GzLWPb7RnkrETlOpqCXR5A19hUP5JHNfKcp3GK8FmK/2VZe+rYWYPD0+8X2aOMaf/sRQKR/CFXy5hEfjNPHdFARB8OmI0KngB6MQqOtr5ll8/XXpvaH+EUpCVqla5TNIUNQ5FDKw93sa/peXFBfKJ2hbCo2cOd6vflXyDcaR57+74+u3t487YfvcEl/FSt4GCQ15K7zg8Int8ibIO7Pdcixv3CsfZZoorjTubvc498N7S+StkXcDeOzh8F3Y6/l4z8zhALx+zfskD0bYnr8cQmicJr6bgiAIPh0ROhX8YHKmgT/PJf7/1avSwO/rrx97BrxHoe7yLTEC0FAHindivy/9JpSELSP9/r702UgJePuWx6bE+chjIEPce0982JGEheblk82Vj+E7ifu/Fx0ndE4JKokSH+6k8/sqVL4ZoDwn/t7JY6P8Fy9sNptSQUpCTV6XsDuDIAiCIPicCaERnEQiY7+nJ+H1a4YSXV3ROFZYU9uWrtwqC+urIflKTONY9lX1KBnz+lG40P09j5EA2GzoBUmJx63Xxbj3ZWJ9boiMdYV++dK6wOMcDOBxmVqFX2m7BI9K0Mqr44WCz+fw/Trk/fCVriQodN98LskwlBK1vpJUXWUqCIIgCILgcyZCp4J/E4sFDf9vvmGY04sXDGlS6I8vQwvQSH544D7K9bi/Z3iWKjhdXz9OgF4uy7FAMdaV56GV/dWqJK7PcwljksCQV0WdzRXG1HUMEVNJXs0bKCLA52hImCi0TFWefGlen1juxYbug8KjfB5GzhRSDw/Ad9/Re3M4RO5F8JgInTpNfDcFQRB8OiJHI/hRUCiQDPj1msb3y5cUHRIFv/1t8QSovK3P1fDCwudQ+ERsCQXlezQNRYqMdICvy2Pg8yyWy5Kg3jQsvXtxwWPkmfBNA4HHAkD5Hb7Hhq7dV8nSXIHHoVF+XN+o8P6eYuvhgcJCIVHesxEEnhAap4nvpiAIgk9H5GgEPwq+glLf0+jebPj7/r4kTUtQSCj4XA6/sg+UvhYqWSsvhUrbykuwXD4uJ+uNed/TQ8JDAkWJ6hIBCmHyFax8qV6FPPn56trnufQW0Xnq+6PKVCoBrK7dfU9viELTHh6i/0UQBEEQBF8e4dEIfhR8gvezZwyLev6c3o71mga8Stx6L4Evm6ucDHk1lFR9efm4/wdQQp6apoRBybsh7wpQwpEkcK6vHz/f7SgolsvHx6p6lbwuyjfxnhjtpwpRqg718EBBoeZ6220kcgc/nPBonCa+m4IgCD4dEToVfDb4pG3lObQtf3/1FUvp3txQSKh7t/dsAMWzIG+EPA8KO5IgEPKG+BAteVJ8Xw6N5xOu5SnxTfMkeA6H4r15+7ZUhlLyvO8SHvZh8BSE0DhNfDcFQRB8OkJoBJ8t8mSocpXyPXw+hl6/vS1eCwkFdS+X50Tc3Dzupq2cDAkRnwuh3iB6rtyL/b4c770UEh19XzwmvpO3+nsEwVMTQuM08d0UBEHw6QihEfws8X06UmLYlSo81Xkcqi4lT8nVVREabVu8IwrBUrNB5W8oDEtJ5Mqd0Ln9cb43RhD8lITQOE18NwVBEHw6QmgEQRB8AYTQOE18NwVBEHw6PvTd1Lz31SAIgiAIgiAIgn8DITSCIAiCIAiCIHhyQmgEQRAEQRAEQfDkhNAIgiAIgiAIguDJCaERBEEQBEEQBMGTE0IjCIIgCIIgCIInJ4RGEARBEARBEARPTgiNIAiCIAiCIAienBAaQRAEQRAEQRA8OSE0giAIgiAIgiB4ckJoBEEQBEEQBEHw5ITQCIIgCIIgCILgyQmhEQRBEARBEATBkxNCIwiCIAiCIAiCJyeERhAEQRAEQRAET04IjSAIgiAIgiAInpwQGkEQBEEQBEEQPDkhNIIgCIIgCIIgeHJCaARBEARBEARB8OSE0AiCIAiCIAiC4MkJoREEQRAEQRAEwZMTQiMIgiAIgiAIgicnhEYQBEEQBEEQBE9OCI0gCIIgCIIgCJ6cEBpBEARBEARBEDw5ITSCIAiCIAiCIHhyQmgEQRAEQRAEQfDkhNAIgiAIgiAIguDJCaERBEEQBEEQBMGTE0IjCIIgCIIgCIInJ4RGEARBEARBEARPTgiNIAiCIAiCIAienBAaQRAEQRAEQRA8OSE0giAIgiAIgiB4ckJoBEEQBEEQBEHw5ITQCIIgCIIgCILgyQmhEQRBEARBEATBkxNCIwiCIAiCIAiCJyeERhAEQRAEQRAET04IjSAIgiAIgiAInpwQGkEQBEEQBEEQPDkhNIIgCIIgCIIgeHJCaARBEARBEARB8OSE0AiCIAiCIAiC4MkJoREEQRAEQRAEwZMTQiMIgiAIgiAIgicnhEYQBEEQBEEQBE9OCI0gCIIgCIIgCJ6cEBpBEARBEARBEDw5ITSCIAiCIAiCIHhyQmgEQRAEQRAEQfDkhNAIgiAIgiAIguDJCaERBEEQBEEQBMGTE0IjCIIgCIIgCIInJ4RGEARBEARBEARPTgiNIAiCIAiCIAienBAaQRAEQRAEQRA8OSE0giAIgiAIgiB4ckJoBEEQBEEQBEHw5ITQCIIgCIIgCILgyQmhEQRBEARBEATBkxNCIwiCIAiCIAiCJyeERhAEQRAEQRAET04IjSAIgiAIgiAInpwQGkEQBEEQBEEQPDkhNIIgCIIgCIIgeHJCaARBEARBEARB8OSE0AiCIAiCIAiC4MkJoREEQRAEQRAEwZMTQiMIgiAIgiAIgicnhEYQBEEQBEEQBE9OCI0gCIIgCIIgCJ6cEBpBEARBEARBEDw5ITSCIAiCIAiCIHhyQmgEQRAEQRAEQfDkhNAIgiAIgiAIguDJCaERBEEQBEEQBMGTE0IjCIIgCIIgCIInJ4RGEARBEARBEARPTgiNIAiCIAiCIAienBAaQRAEQRAEQRA8OSE0giAIgiAIgiB4ckJoBEEQBEEQBEHw5ITQCIIgCIIgCILgyQmhEQRBEARBEATBkxNCIwiCIAiCIAiCJyeERhAEQRAEQRAET04IjSAIgiAIgiAInpwQGkEQBEEQBEEQPDkhNIIgCIIgCIIgeHJCaARBEARBEARB8OSE0AiCIAiCIAiC4MkJoREEQRAEQRAEwZMTQiMIgiAIgiAIgicnhEYQBEEQBEEQBE9OCI0gCIIgCIIgCJ6cEBpBEARBEARBEDw5ITSCIAiCIAiCIHhyUs45f+pJBEEQBEEQBEHwZREejSAIgiAIgiAInpwQGkEQBEEQBEEQPDkhNIIgCIIgCIIgeHJCaARBEARBEARB8OSE0AiCIAiCIAiC4MkJoREEQRAEQRAEwZMTQiMIgiAIgiAIgicnhEYQBEEQBEEQBE9OCI0gCIIgCIIgCJ6c/x/wddLe4sPtggAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "modified_image = mi.render(scene, spp=128)\n", "fig = plt.figure(figsize=(10, 10))\n", "fig.add_subplot(1,2,1).imshow(original_image); plt.axis('off'); plt.title('original')\n", "fig.add_subplot(1,2,2).imshow(modified_image); plt.axis('off'); plt.title('modified');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## See also\n", "\n", "- [mitsuba.traverse()](https://mitsuba.readthedocs.io/en/latest/src/api_reference.html#mitsuba.traverse)\n", "- [mitsuba.SceneParameters](https://mitsuba.readthedocs.io/en/latest/src/api_reference.html##mitsuba.SceneParameters)" ] } ], "metadata": { "celltoolbar": "Edit Metadata", "file_extension": ".py", "interpreter": { "hash": "324262bda25e4aeb89fac5521e5e52d6dea4600b0315b63007798d9c65d5c62c" }, "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.12" }, "metadata": { "interpreter": { "hash": "31f2aee4e71d21fbe5cf8b01ff0e069b9275f58929596ceb00d14d90e3e16cd6" } }, "mimetype": "text/x-python", "name": "python", "npconvert_exporter": "python", "pygments_lexer": "ipython3", "version": 3 }, "nbformat": 4, "nbformat_minor": 4 }