{ "cells": [ { "cell_type": "markdown", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "# Standard problem 4\n", "\n", "## Problem specification\n", "\n", "The sample is a thin film cuboid with dimensions:\n", "\n", "- length $l_{x} = 500 \\,\\text{nm}$,\n", "- width $l_{y} = 125 \\,\\text{nm}$, and\n", "- thickness $l_{z} = 3 \\,\\text{nm}$.\n", "\n", "The material parameters (similar to permalloy) are:\n", "\n", "- exchange energy constant $A = 1.3 \\times 10^{-11} \\,\\text{J/m}$,\n", "- magnetisation saturation $M_\\text{s} = 8 \\times 10^{5} \\,\\text{A/m}$.\n", "\n", "Magnetisation dynamics are governed by the Landau-Lifshitz-Gilbert equation\n", "\n", "$$\\frac{d\\mathbf{m}}{dt} = \\underbrace{-\\gamma_{0}(\\mathbf{m} \\times \\mathbf{H}_\\text{eff})}_\\text{precession} + \\underbrace{\\alpha\\left(\\mathbf{m} \\times \\frac{d\\mathbf{m}}{dt}\\right)}_\\text{damping}$$\n", "\n", "where $\\gamma_{0} = 2.211 \\times 10^{5} \\,\\text{m}\\,\\text{A}^{-1}\\,\\text{s}^{-1}$ and Gilbert damping $\\alpha=0.02$.\n", "\n", "In the standard problem 4, the system is first relaxed at zero external magnetic field and then, starting from the obtained equlibrium configuration, the magnetisation dynamics are simulated for two external magnetic fields $\\mathbf{B}_{1} = (-24.6, 4.3, 0.0) \\,\\text{mT}$ and $\\mathbf{B}_{2} = (-35.5, -6.3, 0.0) \\,\\text{mT}$.\n", "\n", "More detailed specification of Standard problem 4 can be found in Ref. 1.\n", "\n", "## Simulation\n", "\n", "\n", "In the first step, we import the required `discretisedfield` and `oommfc` modules." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import discretisedfield as df\n", "import micromagneticmodel as mm\n", "import oommfc as oc" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, we can set all required geometry and material parameters." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# Geometry\n", "lx = 500e-9 # x dimension of the sample(m)\n", "ly = 125e-9 # y dimension of the sample (m)\n", "lz = 3e-9 # sample thickness (m)\n", "\n", "# Material (permalloy) parameters\n", "Ms = 8e5 # saturation magnetisation (A/m)\n", "A = 1.3e-11 # exchange energy constant (J/m)\n", "\n", "# Dynamics (LLG equation) parameters\n", "gamma0 = 2.211e5 # gyromagnetic ratio (m/As)\n", "alpha = 0.02 # Gilbert damping" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## First stage\n", "\n", "In the first stage, we need to relax the system at zero external magnetic field.\n", "\n", "We choose `stdprob4` to be the name of the system. This name will be used to name all output files created by OOMMF." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "system = mm.System(name='stdprob4')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In order to completely define the micromagnetic system, we need to provide:\n", "\n", "1. energy $E$\n", "2. dynamics $\\text{d}\\mathbf{m}/\\text{d}t$\n", "3. magnetisation $\\mathbf{m}$\n", "\n", "The mesh is created by providing two points `p1` and `p2` between which the mesh domain spans and the size of a discretisation cell. We choose the discretisation to be $(5, 5, 3) \\,\\text{nm}$." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "cell = (5e-9, 5e-9, 3e-9) # mesh discretisation (m)\n", "mesh = df.Mesh(p1=(0, 0, 0), p2=(lx, ly, lz), cell=cell) # Create a mesh object." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can visualise the mesh domain and a discretisation cell:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "tags": [ "nbval-ignore-output" ] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.mpl()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Hamiltonian:** In the second step, we define the system's Hamiltonian. In this standard problem, the Hamiltonian contains only exchange and demagnetisation energy terms. Please note that in the first simulation stage, there is no applied external magnetic field. Therefore, we do not add Zeeman energy term to the Hamiltonian." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "system.energy = mm.Exchange(A=A) + mm.Demag()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can check what is the continuous model of system's Hamiltonian." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/latex": [ "$- A \\mathbf{m} \\cdot \\nabla^{2} \\mathbf{m}-\\frac{1}{2}\\mu_{0}M_\\text{s}\\mathbf{m} \\cdot \\mathbf{H}_\\text{d}$" ], "text/plain": [ "Exchange(A=1.3e-11) + Demag()" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "system.energy" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Dynamics:** Similarly, the system's dynamics is defined by providing precession and damping terms (LLG equation)." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/latex": [ "$-\\frac{\\gamma_{0}}{1 + \\alpha^{2}} \\mathbf{m} \\times \\mathbf{H}_\\text{eff}-\\frac{\\gamma_{0} \\alpha}{1 + \\alpha^{2}} \\mathbf{m} \\times (\\mathbf{m} \\times \\mathbf{H}_\\text{eff})$" ], "text/plain": [ "Precession(gamma0=221100.0) + Damping(alpha=0.02)" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "system.dynamics = mm.Precession(gamma0=gamma0) + mm.Damping(alpha=alpha)\n", "\n", "system.dynamics # check the dynamics equation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Magnetisation:** Finally, we have to provide the magnetisation configuration that is going to be relaxed subsequently. We choose the uniform configuration in $(1, 0.25, 0.1)$ direction, and as norm (magnitude) we set the magnetisation saturation $M_\\text{s}$. In order to create the magnetisation configuration, we create a `Field` object from the `discretisedfield` module." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "system.m = df.Field(mesh, nvdim=3, value=(1, 0.25, 0.1), norm=Ms)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, the system is fully defined.\n", "\n", "**Energy minimisation:** The system (its magnetisation) is evolved using a particular driver. In the first stage, we need to relax the system - minimise its energy. Therefore, we create `MinDriver` object and drive the system using its `drive` method." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Running OOMMF (ExeOOMMFRunner)[2023/10/23 16:03]... (0.5 s)\n" ] } ], "source": [ "md = oc.MinDriver() # create energy minimisation driver\n", "md.drive(system) # minimise the system's energy" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The system is now relaxed. We can plot it in various ways. We start with simple plot using default settings:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# x-component\n", "system.m.x.sel('z').mpl()" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# y-component\n", "system.m.y.sel('z').mpl()" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# vectors\n", "system.m.sel('z').mpl()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "With a little bit of additional code, we can fine tune the plot as appropriate for the relevant results:" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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bZmP54pTG5j6f19F5SKnlb1oj9apGbJh3o0mNGt//MEJGp+FQoYMRw8vXHOn/mjWoK2ysSedtrBwZgj62BRGNBaEYnzQZOwb+fM/1p/yaQow27x0cP9JVGDJlEw71+byu68ybN4/58+dz5513dnnu5z//OevXr+fNN9/E6/UOermKigp2795NeXk5TzzxBD/+8Y97TNP3mc98BkVRePrpp7s8/sADD/Dzn/+cP/3pTxQXFw/0LRBiULQ9/zvSVRhSasFXR7oKKSc1u3WmqHRLjHJvE5sO+mgy1s1swGxm+Pm5KkvyTt+FarbFzdfSZ/HbqrfoKbLZqkdpjUWpihm8mAKcakdwKhGkStxve8zqxG2ykW51YlaGtuHkrEle1hT42LinPvFYRUuUiv2NvLS/MfFYhtPcafSUk9JMBznuIQxQDZHccXbO/3QWT2+IN9bEYjoffdzERx838YeHjmCzqZROdTNrpo9ZZV4mF7iSuufqnCwPS8f6ePVo/POpC0fZsL+aDfurUYCyDDcrxsVHTU1NcxoLbo6gz5+TySN/OU59U3ym5ANHWzlwtJWH/nwCn9vEopk+ymf7WTDdizPJGwkVReGbZ+Vw9QN7AIhq8ObeJt7c28SvnjlCUY6d5SU+zpriZ8oYB2qSB9pyMm2sWZHOMy9UAdDQGGXTK9VseqUai1lh9nQP5fMClM/1kZGW/Kkjc92L2dewibAWP441R4/T3HCc/Q3PY1U9ZDqmkemYTrq9BJOa3NujKArfWJPD2t/F97WYBlt3NbF1VxM3PXGEyWPsLJ8eD0xNGe9M+n1tXKaNTy1M589bqgFoaImx8c0aNr5Zg8WsMKfYw5K2UVPZKbCvjXMv5WDDc0S0JgBaosc52HCcgw2bsKhu0h3TyXDMIM0+BZOa3MEcRVG44h/G8i+/2g1ALAZvf9TI2x81cvu6w+SNt1M+28/iuT6mFLiSfl/Ly7KzZmaAZ9+Jp8Wub4nx7Du1PPtOLWYVZuW7WTbVx7IpPsZnJPdnA3Dp53L40/OVtIbiQYiDR1o5eKSVR/98AoddZe4MLwtn+1gwK/mP0zkBK5cszeSBl+KpymMavLuvmXf3NXPXc8dx2VTmTHYzvzAenMrLtifdOWc7i1Xl6msL+Lfvf5h4LBiM8cG7DXzwbkPiMZ/f3BaYclM0xU1RiRufP7k6FS3Is3P1ch93vFzf7bmWsM7BmigHa/oObqkKpDnjgal0O2S6FNKdKukuhQynQkbitorLOvSfqYLCP+oBaqKt/M02vAnzFp2I8Y2dUWzDkIVH12Ff1MpfQ27eDDkJDdEsVG5NZ3YoNiTrEkL0bjSNjDp69CiNjY2JkUidFRYWomkau3btYu7cuYNeLisri6ysvrMPRKNR9u7dy5o1a3pcH8D27dslGCVOH0nTN+pJMOo0W+Jr5v7yKv757QB7m4b2Qstnh1vOV5mWc/p/4Kc7svisr5in6nee8rp0oFkL06yFORFp6rVcwOzgc1kzyLROOuXX7Mm/LR3LqwcbaY70fqCsaonyyoEGXjnQcVGd5jBTmulgWpYz8X9MEgSoLrt0HM9vrqQl2H17QiGNt99p4O134tvhdpsom+6Np/Wb6WXCeMeI1/9k3y/LTQSjOtOBd6uaeLeqiV+/d5gMu4Xl43wsH+dnyRgfXmvyHfacDhNf+HQ2dz96tNtz9U0xNr5Ww8bXajCbFGZN9bB4lo/Fs33kJGkjYflkD9NznXxwuHsAetfxVnYdb+Wel0+Q6bGwYoqPFSVe5uV5sCVp7/Uvfn4Mz75U1e2cKRLVefOdBt58p4Fb74aSyU7K58bT+eVNSL7vDIBJtTLJeza76p7s9lxYa+RI8+scaX4dVbGQbi8h0zGdTMc0bCZvD2sbeQtLPJROdPLRge772u5jrew+1srvN50gw2tm6TQfy6f5mFeUvPvaVz6dzbNvVCdGR7WLRHXe+KiBNz5q4KaHDlE03hFP51fmpzhp9zUbE7znsKeHfS2iNXG8+XWON7+OipmAvYQM5wzS7dOxmf2nv7IGLJzlpTjfyc693fe1fYda2XfoOA8+fZw0n5lFs+MjpuZM8+BI0hFtXz87h43v1nJyfoSoBm/tbuKt3U3c/Kcj5GXZWTbVy9IpyZvOL+CzcOGaLB5++ni354KtGq9urePVrXUAFOY5WTDLx6LZPkomJ2fHmytWZfPEG9U0Brs3jDeHNP76UQN//Sh+vpbhNcdT+hXG/7L8yRVsmzXXz/JVGbzS1qGjJ/V1Ud56vZa3Xq9NPJYzxkZhiZviKW4KS9xMLnIz0lOFXlHu5YMjYV75JNh/4R5oOlQ1a1Q1998A47BAhlMlw6lwURF8Kn9o0q5bUPh2k5vMmMpTzsFtR18UXecLe2Ocf2j4mpvDKHwYsfN22DFkgShF1ylvjZFcIVAhzkyxIfrepoLq6ngHs0Ag0O259sfaywzFcr1paGggEon0ub6amhrD6xPiVCkSjBr1kq9VNsnU7zb2FnlajY36AcidqHPvpBp+dmgsL9QPTQPfWLfGb1aFmOjQoXv7fMJA09UNpNwa+wQOttbxduhEHwucOrtq5lOBYlamF2NVzfEucv1kmzR6QdT5/cl2WfjBohz+66/dAwR9qQlGefVgI68e7BhBFWibf6o0y8G0tv/jPNbT2oAY8Fv4x4vHcv+6w/2WbWqK8bfXa/lbW8NAWsCSCEzNLPORkwQpiWZkuFmV6+eFw3V9lqtqjfD4nioe31OFSYHZmR7OyvWzYqyfQn/yNOL+wzlZPPKXEzQ09d4rMxrTeeuDBt76oIFfrztEwQQHi2f5KJ/lZ0p+8oz8UBSFb52Vw3fW7+2zXGVjhD9ureKPW6twWlXKC72sKPGytNiHP4nm/hmbbWP18nQ2vtT3Sf+O3S3s2N3CfY8cZUyWlfK2eaaml7gxm5PnwivXvYR9Dc8nRqz0RNMjVAY/oDL4AaDgs04iyzGdTOcMXObspPneKIrCN87N4Xt3972vVTVEeXJLNU9uqcZhVVlY4mH5dB9Lpvrwu5NnXxufZefcBWn85fW+Lwh3HQqy61CQ3//5OFkBSyIwNbsouVKujnUv42B/+xpRqls/pLo1PnrCY51IRts8Uy7LuKTa177yD2P41xv39Fmupj7KMy9V88xL1VgtCnOmeymf7aN8dnKNyjl5dFRv9lW0sq+ilQdersDnNLG4JJ7Ob1FRcqXzu+SzOTy9qaLHDjedfbKvhU/2tfCHJ47hdZuYPzOezm/eTB8+T3IcC7xOM1euyuY3f+7//LOqIcozf6/lmb/HP8f8bDvz21L6zS5w4zYSDB2OBgG9Y53f+PYktr5eS7DF+KiT48dCHD8W4tW2311VhQkTHRSVuCgqdlNc4mJSvqPn31aj2zOQ+QqiUVTgvz7t47IHwhyuG94RNMEIZDnhmgVmypytYGQgU7Ox4JLaGOSSRoVMt5Xfp4fRhugQ6wzrXPVWiLLjMXp7d1qqjYd7qhpdvT5XToy55jq2anZeiDppPsXfifEtOsEWlfaEW4ebZYSUEMNF05PjvO50CIfDAFit3c//LJb48bC1tXva1sEu15tQKDSk6xPilMlsQaNeclx1jUJOk85/TzzC5IpW7jp+apN6l6Rp3LKylQxj0zwNG0VRuMw3hT1VddRrQ5/+QUVhmS+P89Om4DHbQB3e3VfTddYU+Fj3XhX768OntK7a1hivHWrktUMdASq/zURplpOp7aOosl2M9w59gErXdSJRnVCrxopl6Tz2xDGa+gh49KSmNsKLL1fz4svxRoExOba24JSPmTO8BAJD15dQ13U0PT65sqbHP4eYHn881nZf1yGm61xalN1vMKqzmA5vVTTyVkUjv3r7EGOcVlaM87N8nJ9FOV5clo5Gm2OVIcKR+I9k4hNpu9H+EbU/3v6Zdf7olG5luy6k9FDuU0vT+b9nKwxvz56DQfYcDLKuvTf+TB+LZ/uZW9q1N34oovHOgSYURUFR4qliFOK34/c7biv0fJ8+nuu4r8TXrUDRGAf5mXb2Vho7sW0Ja2z+qI7NH8UnCZ810d02asrHhJPm/jleEeLg0fj01Kra6fWVjtdXOtVLVePvvqJ2bIvaqUw8Bq2gql3XQ6f3Zs1ZGf0Gozo7VhHm8WcqePyZCjxuEwtmtc0zNdOHy9m1cbA+dICo3tqxj6DGbylK22Pxv/bn2+fa6fac0tNjbcvQdZlxroXsb9xscGt06sP7qA/v45P6P+E0Z7aNmJqB35aH2ilNajiq8cH+5i77V+d9I7EftX0mJ+9XEP882peHrp9V+36nKB2fadE4B5Oybew/Yex3JxjWeOn9el56vx5VgRl5LpZN87F8uo+JWfYuZStqwxytCnd8bzp919u/O53vt29T4nuR2EYl0Xej/f04+f1pv33eovR+g1Fd6xjh8ZerePzlKpw2lYWlXpaW+Sif7sN3UqCtKXyEmB6i8/5E4r1u33fo8ly8zmpHWXoo22n5zs8rKOS4FnLI8L4GjeEDNIYPsK9+A3ZTGumOGWQ4Z+C3FaIqHdsTiWrsO9RxfOn6GXTsP0rbc3R6n3t7/ORjePt+1v52FE5yMmGsjYNHje1r4YjO62/X8/rb9dwMlBQ4E+n8Ck4a0dbcGqOpdfANoIM5dfjMvPR+g1Gd1bfE+Mvbtfzl7Xg6v9lt6fyWDlM6P13X0bS233+t8/22cwENNC1+rqDrOquXpfPUc5WG19/QFGPzazVsfq0GVYGpRS4WzPKxcLafyZNOf2eVmKYTjuqEIxory/zc/9IJ6gfYKL73RCt7T7TyyKuVmFSYNsGVCE5Nm+DEcpo7Rui6jsNp4vzP5fDHh470v0AvNA327wuyf1+QTc/GR1lZLAoFhc5EcKqo2MXYXPuw9rn32FX+7Vw///R/xs8HBqokQ2HtfCuLctX4PtjY/zKDsarJjD+mcFNWiFNtGx7TqPHdLa2MaTp9jUtWBZaYWsloNrPHpPKeyUTdIObf9UR0JhjvUyqEOEWjKU2fzRY/N4pEus+X1x5wcvQwV/tglxvqeggxbGRk1KgnwagR0hxTearazxNVgVNaz4KMEDecHcM1AnkFdF3nRLSZfZF69kXq2Ruu53C0Ea3HmaNOzUzXWD6fUUq21XPK6wpFNaqCUSpaolS1dPyvbIlS2RpL3K9uiRIZSK/JAaprjfL63gbe+KQBJQZmHVZO9HFRUToWFMIhjdZQjHBYJxTSCIVihMJ6/H9IIxTSCIc1WkNaW9n4/fbnQiGNUNv9oe54cOx4iGPHK3m2rdFn0kQHpjkWPva0YrHGWwNPDiRpxBtadOKBpPbntbbAUnuA6XT2kTjWEubhTyp4+JMKLKrC/GxPYq6pX9yxn+17UufqtKY+yjOvVPPMK2298Uu9baOmfGgm+Nb9fffmTyaaDtv2N7FtfxM3P3uE/Ex7IjA1PdfJq2/WcucD/Y/wSxaNTTE2v1rD5ldrMJsVZk3zJNL5ZaZb2VH7R+rD+0e6moa1RCs50PgiBxpfxKK6yHCUkuWYQbp9CjWNCt+6ffdIV9EwTYd39zbz7t5mbvvTUSZm2eKBqWk+pue52Pz3Wm774+AbUE+3lpDGi2/X8eLb8aBu2WR3fJ6pMh8Tsu3srPkDDSm0r7XGajjS9DJHml7GpNhJd5SS7phBur2U2joL3/jx9pGu4oDs2NPCjj0t3PfHo2RnWCmfE+9AMLPUzeNvVPHrZwY2EnskRTXYuruJrbubuKlTOr9lU+Pp/H7yq93sPxRE0zoFjvSOgFLnIFLnAJOmgd723Omk6fDhzmY+3NnM7x85SkbAwoLZPhbO8jG1xM3R2jChqEY4osf/R3VCEY1QpON2eyAp1Pl/52Xa/ve2TDQ2tBsd0+C9/c28t7+ZezYdx2FVmV3gZkFbcKogZ3DzTUUiGvV1EeprI9S1/dXXhTtu10aoqwtTXxelvjZCKDQ8DQ6RiM6Oj5vZ8XFz4jGXy0TJFBeXfWkMU6b0PrLGqJrmGNuPhth+qJntxyNsPx7heOPwjJoZ71X49jwL5xSYhn2u0xqTxgueKC+6Y6cciJpVp/PNV4I4+54ya9iYgIKYRqWiUjfAWJSq6xQ36KOoaVyIkRfTk2cE/3DLzMwEek6BV1VV1aXMUCzXG5/Ph9VqHbL1CXHKJBg16kkw6jSr1cw8cSyTx6sDNMZOLb3Jp8a28JPp9VgsviGqXd+atQj7Yo1d/pr14b3ymGQLcHHmdCY7Mvosp+s69SGNymBbUKntf1VLW3CpPfgUjFI/TBfFA2VtgDGvd33/Pnqtmo8Yvt6Ww2X/gSB1riC1ZcCpDSIbMRFN52/HGvjbsQZ+9veDjK1J3cNjOKLz+rv1vP5uPfwvTJqU2j2d9la2sreylfv+eoI0l5l8PXWz+kejOm+928Bb7zbwm3sPUpjv5DNXhLG6R7pmgxPRmjnWvJVjzVtRMENoGjBnpKs1aAcqQqx/sYL1L1bgd5nJ9abuvqbp8M4nTbzzSRO3P3aESWPsfPkLYRwpuq/F9FYqWrZR0bINBRWtuRRYMNLVGrQTVWGefK6SJ5+rxOlQSc+3979QEuuczs/vNOE4EqO5PnVTXVXVRnjmhSqeeaEKbAqNWanfeBYMa/xtewN/2x6fbyrdY2Z+oYd5BS6m5tixaQp1bUGlLsGmTrfra8MDHl1/umTnWDn301msPsdPevrAU2JWN0XZfiwcDz4di/+daBj+bc1wKnxrjpnPFpuxDOMcZho6H5nCPJ8Z4u/O2JCk5/vsUY2LD+vERigQBdACbLZaODGIUVEFTTqO5LgsFGLU0EbRnFE5OTkEAgF27uw+r/rOnTuxWCwUFRUN2XK9MZlMFBYW9ro+gNLSUsPrE+KUne5eZyLppG5ra4o5GrPySCibZ8LphBtO/Qf4ivwm/qmocVBpWYyI6hpHtBb2RRvYF2tkb6yRE9rQT3Tbmwyzk89lTGOuu+t8EY9/0sDRpniwqSqoURFsG9UUjBEe4h6lw0kB5o53ceT1+pGuytBJnbffkFBMx3qG9JXceygI48+ME/+a5igt1WGcI12RIfLJ3haqasKMTdEAQWc6UWpDu0nlYFRndc1R6usiJM+sOKdm/7FWquojjD8j9jWN+vA+UjkY1VlLUKPuYAv4z4zjdF1LjEgwdsZ8d7QUOr80wlERxlYdRY/o/P2VOt6O6il7Dmc2KyxaHGDNeZnMnO2Nz50Z7T8yUt0UZfvhINuPhvj4WIjtR0NUDNOIp954rPDVWRYuKTXjsAzf+WYTGq9YgjxvbeG4OjTbaIvpfGufzsKa+I4zUuHJfZqZJ2xWgoO4IE4P6WTLFClCnHajKU0fwLnnnsuTTz5JZWVlYvRRS0sLmzZtYtmyZbhcPY/iHexyvVmzZg0333wzO3bsoKSkBABN09iwYQMlJSXk5eWdwlYKMUAyMmrUk2DUMNsdc/BgazYvRgJoQ/DDq6Dzg6kN/OPEoUsfpus6tUTYqzezr+3vQEMLEU7/AcKpWjgvrYTlvnwsavdmjNvfqeFI0wh2vztFGU4zF01J5wul6ZiCOl969P2RrtKQcTlUakdgnxEGjK5z/pSjpGorYA9kLtLkpihnzgck+5o4bc6wfc0S1rGdhhE/w2lcro01n87i7HMz8Pczb2lVYzQ+2uloa3zE09EQFQ0jdy1hN8Ol08xcMdOC1zY8J2g6OnvUCM9bg2wxB4kM4ctkhHSu/URj0ghmstZ12KLZ2RBzog0iEGWJ6RQ2Sno+IUbCaErTB3D11VezceNGrrrqKtauXYvFYuGee+4hGAxy7bXXArB161auuOIKfvrTn/KFL3zB8HIAJ06coKIiPuf0kSPx1OIHDhzggw8+ACAvLw+3283ll1/OY489xtq1a7nuuuvw+/088sgj7Nmzh3vvvfd0viVCSDBKSDBqOOg6vBt182AomzejQ5dCz6rq/FdZHStzTq0bV6se4wAticDTXr2ZerpPZng6mVE5yzuJT3kLcTl67+WR6TClZDBq4Tg3l07PYFWeF6spfgJWq43sez4U/H4zSxensWJZOm+pzfzi7YMjXaVTZlYUFuR4aHRFqGxI/c8IIMNvoWnE+q0OPZ/DRITUOw70RFHA4ThzLspUUjvV2Mn8bjONdWfGvmZSwWU/U8aqgFk59flgkkl6wMJR/cw4TnsdJjwuhcZw6n93XE4TM2d42HikcaSrckosJoVFJR7OLgvQtLOZB+7cN9JVGjCzRWHJsjQ+dV4m08s8Pc53VdkQic/vdDSUCEBVnuYRT70xKXDhNBvfWOAkyxQaltdoRWOLpZXnLS3sMw39929Kg853d2t4R/CrHdbh8ZibdzTboNdR1KhjOcOCzEKkiqHooJ1KsrOzeeihh7jxxhu59tpr0XWdmTNnsm7dOiZPngzEO4fHYjG0Tg30RpYDePTRR7njjju6vOZ///d/J26vW7eOBQsW4HQ6Wb9+Pb/61a+4/vrrCQaDTJ06lbvuuotFixYN87sgxEmkV+GoJ8GoIaTp8FrEx4OhHD6ODayRxKXGKLCHeL+l5+RTHrPGTXNqmJU2sMZxDZ3jaoS9aiv7TK3sjR7hCMFh7+RpVVTCurFo9zznWD7nn0KGpf/EW5kOMzA8F3BDzWczcWFJgC9My6Ag0L2B1mZNzQZoj8fMkvIAK5alUzbDi6ktv/3b20ewi+QpcllUVoz1c/b4AMvH+fFazXzjle1UjnCQdrAUBUonuyif5aN8lh+bS+GSO3fFJ4pvy8aj63rbhPHd7ycbswqzJrpZWuxlWbGPbW/Wsf7x44mJ7wE0TY9vhwaaHt8oTe/YrmQ633E5Tcyb6WXhbB/zZ/nY3foajeHGtuOy1vY/Xum2rWr73/Z4knGas8l0lJLhKKXFOR679RP0tjdc07ruX/HbI1rdPplNCrMLXCye6mNJqZfX3q3nrqeOohPfx4CU2I52AY+ZRdO8LJnhY/4ULzsbnqcxHP/tad+3Uonbkku6Yxrpjuk028YAH490lQbNZlWYM93Lolk+Fs7ysfGDWn79zNGRrtagTcqysWyKj6VTfZRNdPG9n+7gw9rUDEZlpltYPNfPknl+yqZ6aI3qbPy31BvJbjYpLCr2cHaZn+XTfHgc8cu+l1Psc5kwycGa87JYdXYaXl/3UVCPvlHDll3NfHyklarG07NtCvEAf9Rgx95zi6z80yInEwNtHQKGOPP5ET3M87YG/moJ0jKIEbBODfxRhaPW3pddfULj8oM65hH82ajWVdZFPRzT+27CcOk6SyJRnrN231/GBHUGeDkthBhCsVE0Z1S7goICfve73/X6/IIFC3qcz6m/5QDWrl3L2rVrDdUjOzubm2++2VBZIYaVjIwa9SQYNQQiKDwTSuPhUA4HtIH1Ck83R7k0s5oL0+t4rtbbYzAqyx7jN3NrKPAM/AJrq7mJ3ztODHi5gbCgMsHiJc/iI9/qI8/i443gMZ5u2t3ncpNtaVwUmEqeLWD4tTKdQ9urO2A3keU0k+E0x/+7rGS6zGQ4LYnHq4MxLntyj+F1zsx2csm0ND492Y/drILS8wmXzdb9cUWJB6lsNhWrTcVuU7G23U/89XnfhNWqYLeZuixvb1ufzabyy5v28O57DQN6n5xOE4sXxQNQs2d5MZu7133JWB83Ls5HRUFVQFXi/02KgtL2X1WU+AW80lcZUFAwdXpeVZQeysCR5jCXPDe4xshsh4VV4wOcPT7AgmwvNlPXbbr9J8WJoAZ0NDwnQgIntUTrJ5XrsWy3dXT9/9Cfj/PH5yoGtT1Ou8qCGT7KZ/lYUOYl4O16Af7aT2YYXlfnwIHW1uquJe53CvR0K9sR+InpOl+95xOO1IYHtT0Bl5mlRV6WFntZNNmLp9OIjrzzc7jo/JwBr7M9eNU5QNW5zrreqQyga3rb9sPuAy386L8/GdS2AEzMtbNwjo+Fs/1MK3Z1+Q7N831vwNvREaBqu623h7BOek7vCGR1Lr+3/jkONf11UNuiYCbNPpkMeymZjmk4LZmJ59Lt8NqNZYa2oXNQR9f1toBPp+ch8f53DqTS+XMDYprON2/7hCPVg9vX0j1myqd6WTLVx4ISD+5O+9rE1XYuW51teDsSdevhPu37GHqn7ep+f8/RIN/9dd+/n30pGu9gyQwf5dN9TJ3kjM+h0maO80e9bgdd9pO2Crff67LPcVLZjg9G77Jc/N6B+o0caXp5UNuiKhYCthLSHdNJd5RiN6clnvNm6bz88Oxu77+O3u3Y2nkfa69ix3J6xyYkyrZtT6dAdntA8pr/2MnRisHta1npFhbN9lM+28esUk+XTikXl2dw3py0Ppbuuk39ljNQZl9FK1fdNbh9zazCrHw3S6f4WDbVx4SMrqMUvvqFcTQ2RVHaf8dVBUUl/vutKKhq/L9J7Xy/7XdfBUVVDJVV1Pi6VQWeeLaCh546PqjtKZjoYMk8P4vn+SnMc3YZdaMrGqoCNouK1aJgM6tYzUr8vlnBalGxJf53fazLMolle3is03+rWcVuUfnX9ft5e2/TwD4Xk8LCtgDUik4BqM76S2s3EA6nCX/Agj9gwedv+x+w4vebOz1mxuuz8P2r3qfyhLHvjs2msnRFGmsuyGZKqRtFUVB6abjYtq+Fv+4Y2Ps0EAowMc3MlBxL4q84y8IX76/kcF3fo67KJ1pYu9hJSdbQX3JHdZ2/08TzWh0fEQTrwNeRH1I5u9FMebOJRwIRjlq7X2uaNJ0rD+icVTmynRe2axYeiboJ9tOQPTamsTISwUE8KNXc6bvsiOrkNaVWJwwhzjSjLU2fEKIHydgDWpxWEow6BS2obLSk8aQlg+rgwC7sxltDXJZVw6cC9djU+BcxoncfslzgjvDruTVkOwYXOZ4UG3wKg95kqw7yTB7yTR4muTLJNbsxnRRw2RWu6X15s4vPB6ZS5sjuMcVGXzKd/e+yFlUhy2mKB5gc8YBSpqstuOQwk+WK/89wmLGYur6+bu6+/oc+PNLva7osKp8p8vOF0nSmZjoMbYvJpHD/3dPjwSS7is1uxmJRBvyeDMSBg0HDgSi7XWXhggBnLUtj7hw/1n5Gck32OZjsM7btQ+W29/v/bDor9Dk4e3yAc8YHmJbuQu3jvbb3ECwcTo3NUZ59tXpAy4zLslE+20f5TB9lJW4sPQQJB0NpC/wBbRPQD3yf3PhB7YADUVPGOlhW7GNpsZfSsV0b0YeCoiiYTDCY7fnzvZUDKm+xKMye5mHBbD8LZ/sYkz10x+L4MULpuhUD2KRIrJljzVsH9Jo2k5cM+zQyHaWk2Uswq6e2PZ33sbZHBr2uTW/XDjgQNXW8k8WlXpZM9TJl/OD3te7bAac6SdstjxwaUHm7VWX+FA/lM3yUT/OSFRh4i2T7PgW91H6QmxTRmjne/MaAlrGZAqQ7ppPhmI7fVoRJ7Xl72n8rh/r978tLb9QOKBClKDB1sotFs32Uz/aRP8HR62+8w2rCYT29aRRv3TCw31Cvw8TiEi/LpvooL/b0GOhoN2e691SrNyCtoRjPvlRluLyqQtkUD4vn+Vk819/nMdpiUnjr5llDUU3DPjkaNByIMqmwsNibCEB5+zlX9vVxjDBblHhwyd8WVErcbg80dQo6+S3YbL3ssydlR3h7a52hQFR+gZM1F2SxYlUGbo+xy9Sp4xw8/8HQpFFUgIkZFqaMsTFljJUpY22U5Nhw6V3rfqg22mcganqOmWsWO5k7fugCf+2q9Agv6PW8pNdTN4gUzBYNFjebOKfRTEG44/NrUrs3DPnCOt/frVE0fLG+fmk6vKA52Bxz0N8sT2XRKHOjHeMuMjWNZlPbmayuU9Koc+YkqxUiNWmjcGSUEOIkMjJq1JNgVD/2n+jeS7VRVXnZ5+Jln5ugaWA/ppOjQb7sPcYySx2mJqCJRCKwYGvXC/fZ7hZ+mX8ET4OG1kf8oK9GtGx0nA6FFtPgIs9OTOQpLvIUF/mqmzzFhUtp2200QLNCuOsFWkTX2B2u67Yuj2rlfE8BS5258eBVtJccCWrv7+lkj5lFOXYyHSYyXRYyHe1BJ1M80OQ04bWq3Rt7TD3t6nr3iPxJB8VwTONPO7tvS7vidDtfnJbOBUV+3INoRBo39qSRdEbyifXx/vTnsSeO9fm81aqwYJ6f5cvSWTDPjz2J5xc50hTiyT19NzwpwJwsD2ePD3B2boBJ3uSdz+axTRU0tfTdqGBSYXqRm/JZPhbP8jN+jG1Yg5eDFdN0fvdi3/sagMOqsmiyh6VFPpYUecnyDn2jzVD4ZG8Lr75Z12+5rAwrC2f7WDjbx6zpHuy9NdKNsP2NLxLV+5t7UMFnnUiGIz76yWPJTdp97Z6N/Y+EcNpUFhR7WFLqY/EULxk9pHpKBp8cauHFt+v6LTcm3criGT6WzPAxq8iNzZKcF/aHGl4kZmRfs+WTbo+n33NZxiblvqZpOg881n8aPZdDZX6Zj0WzfSyY6cWfpMe1vSdaee692n7LtaffWzbVx4yJLsym5PtsAP68uYra+r4zCNhtKvNn+lgy38/CWT68BoMdI7E/rnup76wGJhUWFnk5e6af5aU+fC7jl3SZWTYu//rEthFNVnw+c2J0k9NlGpbtfXZD78dpu11l+aoMPnVBFoXFrt5fv5eGiyljBjEkiPg54qQMM1NyrPHAU46V4mwrrm6dkTSIdH3tN/f1fFzLT1P5ziI7K/LM8e2I9bJPRgaQJy4UQkPnA6WV55VGtilBeui/2K8xUZWzgzaWHQnhjgFE0TvNv9mY3vUcND8I393aSnoofsnXlz76IHbR0Gi801pl0E4r8IxqY6/S9/5t0nVmtmiMjShUdGresOsKtL1kWp1OY4OOkbDlkdbUTT0uRLKLDeYAJoQ4s0gwatSTYNQAVJlNvOB3s8XjJDLAgEBZpImLQlXMiDaTltHznEeRTr29Vlpq+Y/JlVh76KU2EAoK+WELHzr6741o0iFXs5Gn2cmzp5Gvushi4I3d+6INRDpdtlhQOds+jnP9RTjUU9vl1kx0sWZi23xc5uFv6H1+XyN1oa4XZ1aTwqcn+7l0Whozs51J2WjWk5qaMC+82D14YzYrzJ3jY8WydBYtCOAc4lSIw+Wuj44S7SFwZzMpLBnj4+zxAVaOC5DuSM6GwM4am6M8+mzP6fk8LhMLy9rS783w4hlAg9NI2fh+Lfsqez7OTUi3JdLvzZnkxjpEo7mG0/2P9twArapQWuRuS7/nI6+PUQ/JIhxr4mDjyz0+Z1YcpDumkGkvJd0xFZvJc1rrNhjPv13LvhM9NwqOz7CxpNTLklIvswpSY1+79889B3FNKswocLN4ho/F071MGmNP+n0tEmvmcOOLPT5nVhykOUpJd0wjzV6K1eQ+zbUbuJffqGXf4V72tTE2Fs32sWi2nxnFbszm5P5sAO7dfLzHvi/t6feWTfWxdEr39HvJKBTWePjpnoMdaX4Li+f6WDzPz6xp3pSYr/NYTZjn3ukeKDSpsKDIw9llAVZMG1gAqjO3x8wXvzqx44FhbhCorQnzxmvdt6eoxM2a8zNZtjLjlM49p5zcsasHigKT2kc8jY3/FaepPQSejHl9f9dznByvyj8t8XBeno5pCEd1N+hR/qrUs1lt4oQy8HTtqg5zQxbOCdqYFjajoKDHer4mbOr0ESytU/j6UQXTCE7TW4HC06qdul7Snbdzx3TmNmt4etiN/bH4QS4tquNvkJRAQiSD0ThnlBDiJJKmb9RL/lbNJHDYauZ5v4dtbgfaABp/FF2nPNLAP4SqmBzrr2dwR5q+i20n+I79CFbVNeg6d5YXMvcYjErTzORpdvJjdvI1BxM0G9a2kwPdNfj0Kjuj9UC8x+FCazafdUwkTbWjn2IgaiQ8tr2jq98kn5VLStO4sNhPwDm4Xpgj6ekNJ4hE4wd9VYXZs3wsX5rO4kUBPAZ7ByeL4y1h/ri7I21awGbmrHF+zhkfYPEYH05LagTU2v1xY9dRURPH2ttGP/koLXQnbU/0nkRjOr97qaNR0KzC7Elulhb7WFbsZVJG8o5O68nO3c1s+Xtd4r7XbWL+LB8L5/iYV2a8Z32y2N/4AjG9o3XJZc5pG/1Uit9WgKqkzncnGtO5+7mOfc2kwuwCN4tLfSwt9TIxK7X2tR0HWnjlnfrEfa/LRPm0ePBpQakXbwoEojs71Li5y6gopzknkX7Pa8tPqX0tpunc/3hHoNBkgplTPCyc5WPRLB/jDTSGJ5O9J4JdRkX5nB3p9xYVefE4UuezAXj2pSqqaztGmkwcZ2fJ/Pj8TyUFriFP+TrcHvprBbG2hnWTCvML2wJQ0334U+w4ALD52QpibUEBp8vEWedksuaCbAoKXUMSCPM4TOSmWThcE98H1PbA01hbIvhUnGPDeXLgKTyA0UmdRDWdtw7Er6v8DoWvL3Jz0UwnVrOCEgye0rZAfB67T7Qgm6M1vBGtJzKI7BaBmMKqoI2VQRtpmrGG30YzKDpcfkLhU9UKCsogkgAOja0RBw+qDqL9XHcX6lEKGhV663bmi4FZ15nVrHFg6KsphBgETeaMEkLoMjJqtEu9K5rT7Lc56XzkGlgjg1nXWBWu48JQNWM143MLRFH4tv0wl9h7HiExWPkhCzZNYVLYTJ7qJl9zkKfZ8evD8/HviNZRYvZzsSOf8ebk7+3cmyONYbYebeFTBV4umZrGwnF9pA5JcsHWGM88W8HMGV5WLE9nSXkAX5KmqTLi3o+OkeO0xtPvjQ8wJ9ODOcUam9o1Nkd58oVK5k7zUD7TR/ksP+OGcH6h0+0v79XQ1Brjs7PTWFbsY2GBB3cSp3vsz/8+epSCSY629Ht+phS6MKVQcLCzUKyRI01/I90+lUxHKRmOUpzmjJGu1qA993YtTS0xLpifxuJSLwuLvbhTrBG9s9//+RiTcx0snu5l8QwfpXmuIe1hfzqFY00cbXqVgH0KGY7ppDum4TBnjnS1Bu2l12upa4iyZlk6i2b7mDvDiztFRhH35J7Nx5mUaWfZVG8i/V6q7muRiMYjTx9neombxfP8LJnnJ3dMagUHO6tvjvKnrTUsLPa0zQHlJ+BO3cs1TdPZ+OcKpkzzsOaCbJauSMc+DMfpy8oDaDrxwFOWGccwjoD76FgETYdvLXZz+VznoEdX9SaCzq9aD9A8iFDQ9JCZc4I2ZocsmAcxf96/HFCZ0Txyx4KYDo+FvLwUdvc5/Z+i6yzVI8zXI+yk9++7VYd5TRpO6YAtRNKQkVFCiNE2Murw4cOsWrWqzzI7d+5k5cqVHDnS85y+//3f/83FF1+cuL9161Zuu+02PvzwQ1RVZe7cuVx77bWUlJR0WW7Hjh3ccsstbNu2jWg0yvTp07nmmmuYP39+tzrefPPNbNmyhZaWFgoLC7nqqqtYvXp1l3I1NTXceuutvPjii9TX1zNx4kS+9KUvcckllwzkLUHR9f4mqBnd5l15i+GyTj3Gp0I1XBCqIU3vPZVCYFLPOQ9qNDNpasdylnxjI6PUMb4+n48R/4hNKJDhN7ROPWBwZJTL2XU5XWdntI5is79b4EZ3GMwTbjPYiDCQNH09zhnVnW7uKHegPoTDrJLl6iFoM5A0jf2klxiwQcwZVVsXQdd00tJSb0RXT/Y3tDLRk5zzJQ1UfWMUs0nBlcINm50drwuT5bWkXE/0nsRiOjV1ETLTz4zvTTjWhKpYMKupG+zs7HhtmCzfmbGvaZpOZV2E7DPkGB2JNaEoZsxq6gYFOjtRFSYjzZKyAZvOdF3naG2YcWlnxnGgqTlKJKoTSOEONp1VNUQwqcrpDUANR5q+th6vzU1RqirDTMxz9lxuAK+tRA2mqettnqaTDWRkVKSjc+GuigiZbhMBZ/fzccMjo5r7npNofegYf4lWG1qVS1dZobtYVaMwNtb/uaRe1X0iYh2dCgtkR7oe42JHmgzVIXjA2OdYeaz39L/1mso9wQC7Y30fmxy6zgVaKxPbUsLvaDT2O7O9vv8y7XY1GdvuF+puNL5SIQQA6z9ZONJVGDJfKnxjpKsgRErSX/x/I12FIaWs/Pc+nw+Hw+zcubPH566//nosFguPPvooK1eupKioiG9/+9vdyo0bN460tDQAtm3bxle+8hUWLVrEFVdcQSwW484772T37t089dRT5ObmAnDw4EEuvPBC8vPzufrqq7Hb7TzwwAO89tprPPjgg5SVlQFQX1/PBRdcgMPh4Pvf/z7p6ek88cQTPPnkk9x2222JgFQkEuGiiy6iqqqKH/7wh4wfP56XXnqJe+65hx//+MdcccUVht+z1O1ql0S80RgXRqpYE6rB1e8Ur73rHIgaSqZB9IwbLEVRKLEETtvrDaeJvjOjoQYg4D8zGmnaTfKeGQ2cAL4US/PWnxz/mdGYDmAyKWdMIApIiXl5BiIncOZ8NqqqnDGBKADLGbavZWecOZ+NoihnTCAKwJ2Caev6kuE9s87XXG4zrhQe2dWToqzh/4zOtqT1G4wq0K2co3ko153xNOux7kEmoxQUsgeXtXBI7IlauDuYRr3edzAtR4/xWS2EF+lLK0Sq0mRklBBilI2MslqtTJ8+vdvjL774Itu3b+fRRx9NPOb3+3ss29mvf/1rMjIy+O1vf4vVGr9OnTZtGitXruR//ud/+NnPfgbAnXfeSSwW46677koEsubMmcPq1au59dZbuf/++wFYt24dFRUVbNiwgcLCQgDmzp3Lnj17uOmmmxLBqA0bNrBjxw7uvvtuli9fnljf4cOHue2227jkkkuw24211covwSnIjET5YkUt/+/gcf4hVHVKgSghhBBCCCGEEKPbGNXG9B7mDrbqCis1N7+I5vCz2BhW6O7EfL+pSNfhpbCTm1sy+g1ETdciXKq1SiBKCCGEECkvFArxs5/9jAsvvJAZM2YYXq6uro633nqLc845JxGIAkhLS2Px4sVs3rwZiGfD2Lx5M+Xl5YlAFMQDY6tXr+bNN9+koSHeken555+nuLg4EYiCeAfG8847jwMHDiRGdT3//PP4fD6WLl3apU7nn38+zc3NbNmyxfB2nFld1U6T8aEwq2ubmNUcTOHTfyGEEEIIIYQQyeYcSzofhJoBGKubOUfzsEx34zpDrj7DusKDrT7ejPSSwrGNSddZpYcp6yMFvhAidcT0M+MYJoQ4BcORIjrFPPzww5w4cYLvfve7A1pu165d6LpOUVFRt+cmT57M5s2bOXbsGJqm0djY2CXA1K6wsBBN09i1axczZ85k7969rFmzpsdyANu3b6e4uJidO3dSUFCAetLUMZ3LrVy50tB2SDCqHxNawxy0x6ONxS2trK5roiQYOo2J74QQQgghhBBCjBazTR5WmgMsDlmZqttQzqCrz0rNxF0taRzW+k556NE1PquFGCPZR4Q4Y2hn0LFMCDFIoyxN38nC4TD33Xcfn/3sZ8nJyeny3KFDh1i7di3vvPMODQ0NTJ48ma9//et8+tOfBqC6Op7GORDoPj1O+2PV1dVobQG//so1NDQQiUT6LFdTU5P4X1JS0m85IyQY1Y9z6xr5u9vJOXWNTAqNYDJtIYQQQgghhBBnPJOi8A3bOJTWxpGuypD6MGLjvmCAln5GeE3QY5yvtdI9WaEQIpXJyCghBPro7mTy9NNPU1lZyde//vVuz+3evZtvfvObXHnllVRWVnLffffx/e9/H1VVWbNmDaFQCACLpXuHnvbHWltbE491TuXXU7n29fVXDuKpBY2UM0KCUf1wHjOzjDAhbOyk9wmfBxLYNZuNRQt99hZD5RRr3zm2u5S1GPvIFauxcrrJ+C6kGCyrKwZPUFRjE6PFX9zYwU4xOFx0QHF8o+dbRrd7IENaVTnZE0IIIYQQycfoefeAGL0oG8BrK9GYsYIGyynhAXRwDBtMT2ew06TeHDb80rFGY+9RqMnYNd7xFju/j/rpL9H9cjVIXrOJViz016xRGTI2yqIiaPw9P6oeMVxWCDEwsTMk1agQ4hSM8pFRjz/+OGVlZeTl5XV5/LHHHsNut+N0dqQwXrp0Keeddx433HADa9aswW6Pt4NHIt3Pa9ofczgciZFRPZULh8OJcjabzVA5ALvdbqicEfJLIIQQQgghhBBCiGHjUHT+0dTU6/NWdC4zNfJpU3/jpoQQqUrTlTPmTwgxSJp+Zv0NQEVFBe+++y4rVqzo9lxaWlqXQBTEAzxLlizh2LFjVFZWkpGRAUBtbW235auqqgDIzMwkMzMT6Dl1XudyPp8Pq9XabzmAjIwMQ+WMkJFRQgghhBBCCCGEGFZT1Qir9BZe0Lo2tmQQ48vmRrIVg6PQhBApSUZGCSEGlO3pDPPCCy+g6zrLly/v9lwsFj8HMpm6Zj9rT39ns9koLi7GZDKxc+fObsvv3LmTzMxMsrKygPhcTr2Vs1gsFBUVYTKZKCws7LUcQGlpKQBTpkzh9ddfR9M01E5ZuE4uZ4T8EgghhBBCCCGEEGLYna0GKVI60gWWKmHWmuslECXEKKDp6hnzJ4QYpJEeyTSCI6PeeeedRCCoszfeeIPp06fzyCOPdHm8qamJLVu2UFxcjNfrxePxUF5ezsaNG7vM0XTixAlef/11PvWpTyUeO/fcc9myZQuVlZWJx1paWti0aRPLli3D5YrPzLlmzRp27drFjh07Oj4iTWPDhg2UlJQk0gmuWbOGhoYGXnzxxS51fPrpp0lLS2PBggWG3wcZGSWEEEIIIYQQQohhpypwqamJO6I+5qmtLFdbUSXjlRCjQgz5sgsx6o3iOaP279/P2LFju41+mjt3LmVlZdx44400Nzczc+ZMqquruffee6mpqeEXv/hFouwPfvADLrnkEr797W/zta99jVAoxG233YbP5+Nb3/pWotzVV1/Nxo0bueqqq1i7di0Wi4V77rmHYDDItddemyh3+eWX89hjj7F27Vquu+46/H4/jzzyCHv27OHee+9NlFuzZg3r1q3j+uuvp6mpidzcXJ599llefvllbrjhBiwWi+H3IWmDUTt27OB73/se+/bt4y9/+QsFBQXdnr/lllvYtm0b0WiU6dOnc8011zB//vwu5Q4fPszNN9/Mli1baGlpobCwkKuuuorVq1efzs0RQgghhBBCCCFGPaei831zHRZplxZiVJERRUKI0Zymr76+PjEiqTOz2cw999zD3XffzcMPP8xvfvMbnE4nZWVlrF+/njlz5iTKTpkyhfvvv59bbrmFq6++GpPJxKJFi7j11lsTc0oBZGdn89BDD3HjjTdy7bXXous6M2fOZN26dUyePDlRzul0sn79en71q19x/fXXEwwGmTp1KnfddReLFi1KlFNVlbvvvpubb76ZG2+8kYaGBvLz87npppu44IILBvQ+KLquJ11I8sEHH+SGG27A5/NRWVnZLRh18OBBLrzwQvLz87n66qux2+088MADvPbaazz44IOUlZUB8Q/5ggsuwOFw8P3vf5/09HSeeOIJnnzySW677TZDAak/zPqpoToXenqfjPVk+TndJ/zqiW9y1FA58ySP4ddWcvzGCmYaK6d7vYZfG5ez/zKAbrMZW5/dbvy1T4o698psLD6rqwM4iTJaVhmGE7OB1FMIIYQQQowuw9EgoBtbpxI1dq0DGK9nJGKsXDjcf5k2SihkrGAwaGx9jcavG6k3WLaq3lAx7bixcgCRQ639FwIaDxq7fjpU4Tf82jsbjF3fftxg7LU/rjW4XwAf63sMldte85DhdQoh4n7x8adHugpD5sdT/zLSVRAiJemPXjfSVRhSyj/eNNJVSDlJNzJq69at/PKXv+SnP/0px44d44477uhW5s477yQWi3HXXXeRlpYGwJw5c1i9ejW33nor999/PwDr1q2joqKCDRs2UFhYCMSHvu3Zs4ebbrpJRkcJIYQQQgghhBBCCDHMZGSUEGI0p+kTcUn3S9Cem/Ciiy7q8Xld19m8eTPl5eWJQBSA1Wpl9erVvPnmmzQ0NADw/PPPU1xcnAhEASiKwnnnnceBAwfYuXPn8G6MEEIIIYQQQgghhBCjXExXz5g/IcQgafqZ9ScGLOlGRhUVFfX5/NGjR2lsbOwSYGpXWFiIpmns2rWLmTNnsnfvXtasWdNjOYDt27dTXFw8NBUXQgghhBBCCCGEEEJ0oyETxQkx6o3iOaNEXNIFo/pTXV0NQCAQ6PZc+2PV1dU0NDQQiUT6LFdTY2zuJiGEEEIIIYQQQgghxODIiCIhhIwmEikXjAq3TTZrtVq7PWexWABobW0l1DbRbH/l+rO32WSoXlbVaagcgKva2ASqVledsfW5jE2WC6DaLYbKKfbu71uP5UzGdyHdbOy9VFRjJyi6eQC7r2qwB47RCL3BOgohhBBCCHFG0EewJ+tI9qI1+trR2NCWA4gYu27UQwbLtRp/7VizscaiYNDYdWN92Fg5gPqIsWut2pCxOlbFWgy/di2HDJcVQgyMpsvIKCFGPQlGjXopF4yy2WwARHo4MW8PVDkcDsPlhBBCCCGEEEIIIYQQwyeWfNPWCyFONwlGjXopF4zKzMwEek6xV1VVlSjj8/mwWq39lhNCCCGEEEIIIYQQQgwfGRklhNDPsGCUHNUGLuWCUTk5OQQCAXbu3NntuZ07d2KxWCgqKsJkMlFYWNhrOYDS0tJhr68QQgghhBBCCCGEEKOZJiOjhBD6mRWMEgOXkr8E5557Llu2bKGysjLxWEtLC5s2bWLZsmW4XC4A1qxZw65du9ixY0einKZpbNiwgZKSEvLy8k573YUQQgghhBBCCCGEGE1iunLG/AkhBknTz6w/MWBJNzLq8OHD1NbWAlBRUQHA7t27aWmJTzpaXFzM1VdfzcaNG7nqqqtYu3YtFouFe+65h2AwyLXXXptY1+WXX85jjz3G2rVrue666/D7/TzyyCPs2bOHe++99/RvnBBCCCGEEEIIIZKaM3c8rRUn0NrmmxZCnDpJ0yeEkACOSLpg1B133MGTTz7Z5bFrrrkmcfuFF14gNzeXhx56iBtvvJFrr70WXdeZOXMm69atY/LkyYmyTqeT9evX86tf/Yrrr7+eYDDI1KlTueuuu1i0aNFp2yYhhBBCCCGEEEIkN3tmJv7SaUQaGmk5fGikqyPEGUXTUzI5kxBiKEkwatRLumDUDTfcwA033NBvuYKCAn73u9/1Wy47O5ubb755KKqWUnQdjoSs5NqlJ5cQQgghhBBCCNEbzWMmUuojK3scuqZRtXXrSFdJiDNOjNE3MmrHjh3ccsstbNu2jWg0yvTp07nmmmuYP3/+kCx3+PBhbr75ZrZs2UJLSwuFhYVcddVVrF69OlHm9ttv54477ujxdWbPns3DDz986hsqhFESjBr1ki4YJU5NY1TluRo/f6oOsHbccQlGCSGEEEIIIYQQPdDtKpESL7EJTlDiDeVNB/YTbWke4ZoJceYZbWn6Dh48yGWXXUZ+fj433XQTdrudBx54gCuvvJIHH3yQsrKyU1quvr6eL37xizgcDv7zP/+T9PR0nnjiCa655hpuu+22LgEpgMcee6zba7lcrqHfcCH6oEswatSTYNQZYmeLnaer0thc4yOkq3wuo4Z5XjmBFkIIIYQQQgghOtPNCtHJbqIFbjB3pA7TYjEadu0cwZoJceYabWn67rzzTmKxGHfddRdpaWkAzJkzh9WrV3Prrbdy//33n9Jy69ato6Kigg0bNlBYWAjA3Llz2bNnDzfddFO3YNT06dOHZ0OFGAgJRo16Eozqx75GzVA5h8lieJ1+i7GeB96qUJ/Ph1B4XfXw8odudkY61jnWFOJrlsNEKrrX3epuMfTaistmqBw2q7FyAHaDZc2moS0HoBo86VGMlVM0Y/sFgOHDrNHzMoN1BMBoPY2+P0IIIYQQQvRlAOfJI2YgdTRa1mg5fQCvHTVYNhoz9tKtxsoBRFuNXR+0ho01KQRjxq/dGqPGXrshYmx7apWajjsKmCamYS7ORLF1v4av+eR96uv3G1qvEGJgtFGUpk/XdTZv3kx5eXkioARgtVpZvXo169evp6GhAa/XO+jlnn/+eYqLixOBKABFUTjvvPP4+c9/zs6dOykuLh7+jRViICQYNepJMCoFHVUsbFZ9/NXkpVkxQaTjOQWdfw4cxKGmwEWgEEIIIYQQQghxGqjZHsxTc1A99h6f1yMxqne8c5prJcToERtFafqOHj1KY2Njl0BRu8LCQjRNY9euXcydO3dQy82cOZO9e/eyZs2aHssBbN++XYJRIvlIMGrUk2BUiogC21Q3z5t8fKQ6ey13sbuCaTZJzyeEEEIIIYQQYmRoClT4FSq9KqUHjI/IGg6K34Flag5qhrvPctE9VcTCfWcnEUIM3mhK01ddXQ1AIBDo9lz7Y+1lBrNcQ0MDkUikz3I1NTVdHv/1r3/Nxo0bOXLkCGlpaZx77rl897vflXmjxOmlSzBqtJNgVJKrxsyLJi8vmnzUKX1/XJPMQa7wHj9NNRNCCCGEEEIIMdq1WuBQpsrBTFOX/5YoXPd4i+Fs5EMt7FCoLLRjGzO537J6KEpsT9VpqJUQo5c2ikZGhcNhIJ5e72QWSzxFaGtr66CXC4VCA17/sWPH+Pd//3dMJhMvvfQS69at48CBA9x1112Gt0uIUzWQbMXizCTBqCSkA3ttFp4xj+Ft1YWm9P+DbULnR4GDWBWJMAshhBBCCCGEGFo6UOVU2eO3sDdgYa/fwiceGxV+Bf2ka1ZPi8Y/PxZkQuXpb3WKmaE6307tRCu6aqzxO/pJBcSkhUyI4TSa5oyy2eLzsEcikW7PtQecHA7HoJcbyPqvvPJKLrvssi5zUC1cuBCTycTvf/97Xn/9dRYtWmR844Q4FZKmb9STYFQSaVEV3nXa2OayU2MxPsErwOWe4xRag8NUs+Sg6TrNMZ2GmEZDTKc5rDDTa8NkIFgnhBBCCCGEEMKYsAoHfWb2+i3s81vY0xZ8arL1P87J36jxo8eCjK05vcEdTYG6CVaqCmxoFuPjsfSWMLH9Nf0XFEKcktE0MiozMxPonioPoKqqqkuZwSzn8/mwWq2G1u9yuXpMxXfOOefw+9//ng8++ECCUeL0kWDUqCfBqBGmA4etZv7usvOR00psEIGVIksLl3pODH3lhpim6zRr0KjpNMR0GjSdxljH7YaYHn9OCdMQ02iM6dRHtbYy8f/th6xsi8otU7KHJRBV2xrDZ1NRz5AgV0MwynuHWyjLdeF1DCzImYyCrTFefqWaObN9ZGXaRro6p+xIU4g3TzSwfJyfdLtlpKtzyl4/3EAwqlGe68VuTv2c4I+9U0VJtpPSMQ6UFD8mVLeGef5wDSvHpZHl6J7OIdW8tbuRYFhjfqEH+wAanJLVY+9UMTXHyZSc1N/XqloibN5fx8qJfrJcqX9ce+NgI61RjUUTPNhS/Lim6zqPvl/NzLEuijLsKb+v7a1tZXtFC0smevHZU/uyRtd1Nr9RS3Gek/HZtpT/bN4/2EJumpU0d2p/LqNFnVllt8vMbqcl8f/AAjMxg6OKOktv0PjRoy1k15++xiYdaMyxUFloJ+Ic+HE6uqtCGseEOA1G05xROTk5BAIBdu7c2e25nTt3YrFYKCoqGvRyJpOJwsLCXssBlJaWJh4Lh8PdUvq1p/HrKdWfEMNF0vQJuToYIWEFPnDaeMtl54R18B+DRdf4UeAA5hG4Xo3p8EqrTr0ODRo0tP1v7OV+4/EGhuKYs9Rr48Y8H2ne7kOah8LL+5u5/q8VjPOYGe+1JP5yPW3/vWbc5tT56njsJh7YUslb+/YxOcvOzAkuZo13MWuCi7F+S8o1djjsJt55t4FbfrOPiRMczJ3jY+4cHzOmebFaU+/kdozLyv9uP86PtuxlZqableP8rMoNUOhPzQbpiT47Zz/4IWZVYcl4L6vyfKyY6CPdkZoN0lFN5wv/u5Nsj4UVhT5WFfuYN9GN1ZR6+1q63cqfD1Zx/ba9zEhzs2pcGmePS2OyNzX3tfEZNj7zi48xqwqLij0sL/WxdKqPgCt1js+dhaM6/3jvTrK9Fs4q8nFWkY/5k9xYUnFfc5h5elcN//7KQWZkOTl7kp9Vk/wUpqVm8GO838q5932ERVVZMsnDWQV+zsr3EXCk3r6mKAqNoRiffWAHYz0WVhT4WDnZx/xcN9YUDLSN99r4xlO7+eFz+5k1xs3ySV6W5/koSk+9fU1RFI5Xh/nP3+0nK83C3Kke5kz1MKfUS4Y/9X5Dtx8J8pXf7SPHZ6F4rJ0pY+2UjHUwZaydTK85ZT6fQ7VR/uNPjVjN4LIquNv+XLZOt9v+3LqG29JeDpxmMA0imDOcYsBhu4ndLkv8z2lmj8tClXVoOqxl1Wr8yx9bSG88fYGdloCJimI7rb7BHZO1phCxQ7VDXCshRE9G08gogHPPPZcnn3ySysrKxCillpYWNm3axLJly3ocrTSQ5dasWcPNN9/Mjh07KCkpAUDTNDZs2EBJSQl5eXnous65556Lz+fj0Ucf7fL7u2nTJgDmzZs3bO+BEN1I549RT9F1XfaCPnx1zH8YKjfVb+wCvsGm0Jij8J7TSlg99Yv+y6KVfHXiEcPlrfnGAjhqbsBQuWdcPn5QD1HDNRg8FfjuWDdXjXGjKgp6D/l1e2WzGytnsaDrOj/YfJxndjf1WixgNzHeZyHXa40Hq9pu53otjPFYMHe68NSNfs5GyykD328+ORHkH3+3i9hJ3/Ysj5lZE1zMnOhm1gQ3RdkOzKbkP0E8fKSVr33rPbRO0U2bTWXGdA9zZ/uZN9dH7rjUaYjadLCGq1/5pMtjuS4bZ+X6WZnrZ362F1sKNUj/5OUD/N/HHRNAqwrMznGzapKPVXl+8vwGv49JIBTVWPPbj6lo6sjF7bapLC3wclaRj6UFXrwp1Bt/y4k6rnj54y6PTXDbWTk2wNnj0pid4e1y/Ep2P3vsII+/UZ24ryowY5KLFaU+VpT6mJCZYvva7R9R2dTxi+qyqiyZ7GVlkY8lk734Uij48bfDDVyxoetxbbzXyqpJfs6e5GfOGHdK7Wv/vukAf/yw6742a6yLlQV+Vhb4yAukzr7WHI5x9j0fUxvs2NecFpWleV5WFvhYlu9NqUDbEx9X8+PnD3R5bIzbwrJJPlbkeVk43oNzgOmvR0oorHHJP39EZW3X+R8mjbUztzQenJpV4sHtHMLt0QbQVcxoV1ZNI6bpfPWufXxwqHsa8TSXiZKxDkrG2JjSFqgaF+ing1TU4NVGLGasXA+Txvfmz9vquH5Ti+HynTkt4LaCyxIPULkt4FJjuC3gtui4LPRwG1wWHbcFPI0NOA18HfWKuj6ff8+qcoffxh6TSmiYzvXHVsf45z8GCTT33Lywu85neF0fNfR/TG20K7yWbaUp+9SCteG/H0Q7Wp+4v7f1NUPLNQU/6b+QEKKLf9hy9UhXYcg8Xn5nv2VOnDjBZz7zGXJzc1m7di0Wi4V77rmH9957jz/+8Y9MnjyZrVu3csUVV/DTn/6UL3zhC4aXg3iA6nOf+xy6rnPdddfh9/t55JFH2LRpE/fee28i9d7DDz/Mf/zHf7B69WouuugiLBYLL7zwAg899BDnn38+N9544/C9UUKcJHL9V0a6CkPK8l8PjHQVUo4Eo/oxFMEoHTjiNbEvzUy1a+guHku0IP8eOUx2frPhZYY6GEWGn5dDOt+uhZDhWgxclkXllnw/CzwdadmGKxgFxHsN//EgRxoHHmYzKTDWY2G8Lx6oGuezMt5nJddnZbzPgs9m6vliexiDUQC/+MthHt5a3WcZp1VlRq4rPnpqgosZ4124bMnZgHPrbXv5y8bKXp/PybYxZ7aPeXN8zJzpxWXkSn6EaLrOZ5/5kO21PTd0uMwqS8b6WJkbYEUKpPM73BDinIc+JNpLm1W+387ZeT5WTfJTlu1Kul7DJ/vDWxX8YlPPQX+zCnMnuFlZ5OesIh9jfcmd4kDXdS594UPerm7s8Xm/1cyKsQFWjUtjSbYfV5I34B6tCfG5Gz7udV/Ly7KzvNTL8lI/0yc4UZN8X1v/ZgW/7GNfmzPBzVnF8VFT4/zJnaZU13W+8ORO3jnR8zmKz2ZixcT4cWDpeC/uIeqVP1wO14c4976PunXqaJcXsLGqLTBVNib5j2v3vHmCm1892uNzqgKzx7k4K9/HWZN95Kcld6Atqumct/5j9tf1fCZqNSnMz/WwYpKXFXk+xvuS+7vzzF+r+cXvD/T6vKpAcZ6TuaUe5k71Mm2yC9upjAwfpmAUwCfHW/niHXt6PUZ35rarlIxpG0E1xk7JWDuTMqwd36URDEYpwSC3/y3IfW8ZX2YozMvS+OeCBgo9/W9Tf8EogBcdJn7ps9E0DKMgJ1TE+OFjQbzB3psWhioY1WpW+Hiclb1ZZvRT7Him1QUJ/3V3l8ckGCXE8Lnwb98e6SoMmScX/9ZQuT179nDjjTeydetWdF1n5syZXHvttUyfPh2AN998ky9/+cv8x3/8B5deeqnh5dqdOHGCX/3qV7z22msEg0GmTp3Kd77zHZYsWdKl3HPPPce9997Lrl270DSNSZMmceGFF/KVr3wFkym5z8PFmSX8ky+PdBWGlPW/1410FVKOBKP6MVQjoxqtCnvSzRz0m9GGoIHCpmv8MnyAbKJkjnAwCmBrWOcbtdBLR7hTUu6xcnO+n4yTGkWHMxgF8PbxIJc9dXjIR5C6rWo8OOVtC1i13c4N2BnnsfSfJmeQwaj6ligX3L6DuqDBi3TiDR5FOQ5mT3Azc0I8SJWTJI3tFZUhrvj6e0Qi/X9AJpPC1Clu5s3xMW+un/y85GuU7ml0VE8USIl0fj9+cT+P7eg7+AnxdF5nTfRxdp6f8lwvjiSc+6c1orH6tx9R3dx/Q1hJtoOVRT5WFvkoyU7Oz+bVY7V87a/b+y1nVRUWZftYNS6NlWOTd56p/3z0AE9v7X/S8TS3mWVTfSwv9bGgKDnnmQpGNM69/SNqDOxrRVn2eDq/Yn/Szmn214P1fO2Z3f2Ws6gKi8Z5WDnJz6pJPnLcybmv/etzB3jio/6Pa2kOMyvyfaws8FE+MTlH5TSHY6y65yND5wQTAzZWFvg4q8DL7HHJOaLtTztq+OFz+w2VzQ/YWD7Jx/I8H3PGupIu7WpM0/nqv29n72FjgQ+rRWF6oZu5Uz3MLfVQNMk5sGDoMAajAG5/7gT3vVLVR+He2S0KRTnxANWUbAslY2wUZNqw9JWffJiCUZqu88Nnmnlxd6T/BU7RGJfOD2bFWJWro9Q0GFrGSDAK4FBFC/9V6Odjz9AdZ/OPxbju8RZc/fRMHIpg1O4sCx+MtxIdotFd4Tf2oVV0zYYhwSghhs9nX/vOSFdhyDy95I6RroIQKSn8r2dYMOrnEowaKAlG9WO1/0eGyk319Zzr9WQRM6gTTXzksxA6hYvfLzTVsqQ1PooiL7f/Rrh27snGypkmeAyVU3I6glYfxhS+GrRSO0R5gBVgbbaTq7McmHpqZOslv25PdJvBXrAnTdx4x7Zabt92enKIZzjNfH1eJl8sS+u7YWSQwSiA/3urip89YzytY0/G+q2JkVOzJrgpyLKPWA/w3919gMefOj7g5fx+czyd3xwfs2f78PtGfqRRf6OjepOs6fwO1Ic496EPex1F0BO7WWFxrpdVeX5WTvSR7hz5z6Xd/75xgpte6HkUQW/GtM39s7LIx9wJHixJkgJT13Uu2vwBH9T0noq0J2Wd5pkqSKJ5pg5Vhfj8rz4mNoD2VLtFYWGRl+WlPpZN9RJwJ9G+9voJbt48sH0ty2NhRdu+Nn9S8sz9o+s6Fz2xg/crBnZcm5bpZFVbYKokPXn2tQO1rXzq/o8H1EnFZlJYNNHDynw/ZxX4yHQlz75215vHufXVYwNaxmc3sawtnd+SPC+eJBk9HdN0zv/Dx+ytHdg4fZdVZfF4L8vzvCyflDyfz5Z36/nnW/cMalm308Ssknhwak6ph4lj+klbPMzBqNaIxj/+Zg+HasLGX6cPZhUKs22UjLFRkmNjyhgbhdk2HO2jwyIGg0Vh4/VRgvFUg8GIztf+2Mj2CuMduwbCbtL52pQYXyrWSGQArq7vc5l2+vE6Q+Wih5uIKnDfBA8Pjjd2vdeX0hNhvvVQFIeBt3Nnvdfwej9q6DlYpilQ5TNxPM3M8TQT4VPoWBKprqdhy/vdHj/Y8Kqx5aODC7IKMZpd8Oraka7CkNmw9PaRroIQKSn84zMsGPULCUYNVPLmrTpDWaIwsyZMWW2YXR4Lb2TYiA2wIX9KuJXFrYPLWz6c8lWdSywx/id86rtVhlnhlgkeFo1A72hd16lp1dhdG8ZvU7GZFEIDaVEfoBy3mW/MTucfyjKwD0EDoq7rNIc0GltjNLTGaGz7a2iNEYroWE0K4VPYnqN1YY7WhfnL+/EgncduYkauk1kT3cya4GLaOFeiQUDXdTQNYjGdaFQnGtOJRXWiMY1YDKJRnVhMa/tP/PFoR1ntpOViWtv9qE4spmMZZFqauroom1+sYvOLVSgKFE52MXd2fNTUlBI3JpPCn/dVU9U6/L1fO5vgsQ04GHW4OcT6nSdYv/NEr+n86luj/GLLYVQF1LYGKVUBBSX+v9Pt9seVtsfVtsdpW1alrbyioLStp/M61bbHFSU+sfz+euMNg61RnRf21/PC/noUYFaOi5WT/Jyd56eg03wsr+6u5+kPauL1aatLou6J2/Ft6P12x7b0vZ747cggvjPHGiI89PcqHvp7FR6biaVtc/8sLfDi7tSAe8dHh9jf2Bp/PTq/n0risUR9ULrWuf05Om0bSrfPQqXTNhIPYg40GPVeTRPv1TRxywcHmdhpnqlZneaZamiJctPTR+KvqXbfNzjpc1BO+nyUk2+3L6uetI+dtOy4NBsHqwawr0V0Xv6onpc/qk/MM7V8qo8V03xM7DTP1Ja9DTz7UW3X70qnfYNOj59c5263T/p+qZ22ofO2haMD39cqGiM8uq2KR7dV4bSqLGmb02xZYdd5pn739jEO1oc6Pgu6vp89Hgfo2N+gY7/qsl10em/o9NkA4zy2AQejPqxs4cPKFn7z1lFyPdbEiKl5YzqCug2tUW5+7WiiLl0/i3iZznXrcuzr9N1o3772zwS6b5PSaR3jfTYO9JIOriehmM7Lext4eW8DbIayHCdnFfhZVeBjcnpHkODtI028tq8tfWbiu524myjX+XFOLkPHdieKdLrdvi3tZQYSg2hX3xpjw/ZaNmyvxazC/PEeVhR4WZnvI7dT6sgdlS00RzR0Pd7ZQtPbzgn0ePpqTdfbngMNvUu59rLxcieVTTzevk7Qid+eFLAPOBjVHNbYtKeOTXvqACjNcrK8LZ3f9GxnYr85VdGoTiiiEQq3/UU0QmGdUFgjHNEIRfQuz4XDOh6XicbmgQc9mlpivPp2Pa++XQ9Aht/CnLZRU3OmeshKG95za13XqW+JUtkQpaoxSmVDhMk5tiELRkU12H4sxPZjHZ+1qkBehjUeoMoyszDPQWHW0G5nTNM5WBdjwQTzsASj1kyI8b2yGDnOIV91N2YdvnEgfrw5lYDUzGMhrn+pluqw8SDTqVJ1yKqLkVUXY/peeAudlhwLwTFWYvaBXRe07Ng/PJUUQvRKG6KOy0KI1KUPdfqpJHf48GFWrVrVZ5mdO3cCsHXrVm677TY+/PBDVFVl7ty5XHvttZSUlHQpv2PHDm655Ra2bdtGNBpl+vTpXHPNNcyfP7/ba998881s2bKFlpYWCgsLueqqq1i9enWXcjU1Ndx66628+OKL1NfXM3HiRL70pS9xySWXdCkXDAa57bbbePbZZ6mqqmLMmDF8/vOf51vf+haq0alnkJFR/RrqkVEAMwMxogq8mmlnt3dgPTAdmsa/1p3A36kFYSRHRunZAd6MqTwZMbExqtLCqZ9cLHRZuGWCh8z+erqd4sgoXdc51hxjT32UPXUR9tRH2V0fZW9dhLrQIFpoBmi818K35qbz2RI/VpOCbjYn6tUa1WkIdgSSugaW9MTtzsGmxtYYDcEYTaHYkKcWNMJ5PIbreAz0tkY83XgH2mTicpmYVebllYJmDkaHpuFkJCh0pPObkebmiqf7T5WVzPL8tkRg6sMDzdw4wFFKycSsKiyY5OaswvjcP9/dupN3epnDKRX4rWbOaptnqsjh5PO/2DHSVTolk7JsicDUO8eauWmAo5SSiUmB2RPcben8fPzgpX29zuGUCjxWE8sneDk7z09xwMH5D/SfbjKZjfdZWdk2z9QHx1q46a+pu68BFGbY29L5+fiPlw+yvTI40lU6JWkOM0snepmb6aLxUARFU7oElMLtAaTEY/GAU7hToCkeWNIGNHJzuE0YY4sHp6Z6mDXFg9dh7MJR13XqmiNUNkQSQab2/5UNUSobI1S1BaAG04FjKMwcb+fi2W7OKXFh7SuVH/Q7MioS0/n4WIR3DoV450Ar7xyJ0hQe+u0q8Wv8aHaMWZm9rHsYRka957Vy30QP757C/GnzDrfyby/XYtXgyDFj6feGYmTUyd6viRC1K1Qs9BAdwNzM4RM1NG79qMfnZGSUEMPnU3/97khXYcg8u+w3I10FIVJS6IdfGukqDCnbjev7fD4cDieCTSe7/vrrsVgsPProo2zbto2vfOUrLFq0iCuuuIJYLMadd97J7t27eeqpp8jNzQXg4MGDXHjhheTn53P11Vdjt9t54IEHeO2113jwwQcpKysDoL6+ngsuuACHw8H3v/990tPTeeKJJ3jyySe57bbbEgGpSCTCRRddRFVVFT/84Q8ZP348L730Evfccw8//vGPueKKKxL1/eY3v8lbb73FddddR0lJCW+//Ta/+c1vuOSSS/jJT35i+D2TYFQ/hiMYNTlT4/kcB1X2gac2+XJjDfNCXS/uRyIYtU8x8aTZwdM2N0eHMC3ft30mvjPB33NavpMZDEZFNZ2DYRN72gJNu9uCT3vro7QMogf6qcoPWLlqbgal6TZ+92oVjYlRTFpbcEkjmoI9BVxHY7iPDk/akpFwZDWE00e6FkNEA6X5zBkI646aCDem3nekN5a8MC2mM+O7Y40oWN81OEdfCrB5VBrVJGpFPkVqBgQ5M7bHjIKe2rGOLuyqSusInJMMF5MVomfIJYapBdJSO8beK0WBwgl2ymf5KJ/jpbY5RlUisNQRZKpsiFA9gkGmvjgsCueXebl4ro+iHNug0/QFwxrvH4nw9qEQ7xwK8+HRyLB+JwM2ne9Mj/G5PI0+MywPYTDqY6vK3Q4zbwVO7Xd68YEg//xqHZa2n5ORDEa93RylYtHAAlEAda+8Tayh584ZEowSYvic+8r3RroKQ+a55b8e6SoIkZJaf3BmBaPsN/cdjOrNiy++yNVXX82jjz7KjBkz+NKXvsShQ4fYtGkT1rYpZGpqali5ciXnnXceP/vZzwD4l3/5FzZu3MiLL75IWloaEA94rV69mkmTJnH//fcDcPvtt/Pb3/6WDRs2UFhYCMQ7l33hC1+grq6OTZs2AfDEE0/w4x//mLvvvpvly5cn6ve9732Pv/71r2zZsgW73c6bb77Jl7/8Za6//nouu+yyRLkbb7yR++67jxdeeIGxY8ca2vYzp3UyRTS6VZ7KtRMcRDq2slCQuaGRa3mpR+EZs4MnzQ7eNbVdIAzRNVqaCrdkWFjiUNEHmRIlHNPZ1xiLB5saYvG/+ij7GmNEkqDtrTjdxj/Ny2B1gQeTqrD9eCvPbU/d0RAns1pkyL04PVqiMcwkx5w4QyEY0SA5pl05ZRENTn9y1eHTEtLAMdK1GDqtEQ2SY0qcUxbVdExDMBo7WbTGNDiDticaaxsmfSY4U7ajTdQW/1MtChabyvuhEO9sqeC3WypGumoDUpBp5eJ5Ps6f4cE9iA5+9UGNdw+H48Gng2F2nIgQPQ3XC2YFvlAY41ulMbyn6Qdzl1XlXr+Nvw3BXJxn7Q1y7d/qMCVBXLLVMvARUQChI5W9BqKEEMNL0vQJIc6QvpGnJBQK8bOf/YwLL7yQGTNmUFdXx1tvvcWXvvSlRCAKIC0tjcWLF7N582Z+9rOfoes6mzdvpry8PBGIArBaraxevZr169fT0NCA1+vl+eefp7i4OBGIgnja9vPOO4+f//zn7Ny5k+LiYp5//nl8Ph9Lly7tUsfzzz+fZ599li1btrBy5Uqef/75xPKdXXDBBdx777288MILfOlLxgKNEow6jSoyTRycYEUf4BxRAG4txhea6k57M0UE+KvJxlNmBy+Y7ESGYRLxeTaFX2dYyO4vnUabpqjO3kaNPRWt8bR6bYGng00jk56uP9Oz7Fw9P4OzJrm7TCDtHWBe82SkKrCowMNnZqVTvzPI7+87NNJVGjIWs0J4qKKtQgghhEhJeuqfriW4nSbSJljZXtNKDIicjujLEDKrcPZUNxfP9TN7or3LeXV/KhqivHOwlbcPhHjnYCu7K07vvKAAi8YpXLfITIHp9KSB3mdR+b3fxkuuoemFcO4nLXznjfqkCESFzApvTLUTdQ4sEKVrOi07DwxTrYQQ/ZFglBAiFafzGGoPP/wwJ06c4Lvfjacu3bVrF7quU1RU1K3s5MmT2bx5M8eOHUPTNBobG7sEmNoVFhaiaRq7du1i5syZ7N27lzVr1vRYDmD79u0UFxezc+dOCgoKus351LncypUr2blzJ1lZWfj9/i7l8vPzURSF7duNp9CXYNRpoClwcIKFyqy+LwQsmo6q64R6yNVwSVMdntP0jdWBj1QzT5kdbDA7qFaGr8v+1V4T1/hNmA1eTF76Wivbatrfh4FNUn26zR3j4Op56ZRPcPd4sewZRC/OZDE5y85nZqZxXlkamZ74fv3k3uT+PIwYP97O0vI0lixO40e79vF+der3mixNczIn3cP6t6tHuipDIt9vJwML7+5L/c9GVWDGOBcHPDEqIqk7P1k7t8XE3ICXv7/fOtJVGRITM21408xsO576+5pZjc8d9UksyPHg6W+AHWp+m4m52W5e2tkw0lUZEkUZdvw2M1sPpf6+5rGZWDrJw4fVLRyoT+3zAq/NxLJJXhblePj1hwdHujqD5rSrLJ3tZ+WCAPNKPTy5tZrtTx0e6WoNyBifmX+Y4+PC2V7S3f1fvuq6zqGaKG8fbI3P93QwxOHa6Gmoac/Ge+HahWaWT1Dj1wTDfOg6ZFa5z2/leZdl0BknTvaZ7c18862GpBgoGDbDG1PtNPURiLJVR4g6TcROmhMtdOg4WvMZlONViBQjwSghxGgfGRUOh7nvvvv47Gc/S05ODgDV1fH2ukAg0K18+2PV1dVommaoXENDA5FIpM9yNTU1if8lJSWGyvW0PqvVitvtTpQzQoJRwyxiht2TbTR5+g48eMMaq48FeTdgZbe360nzvNYWysLD37hXYTaxwevlaZ+XXfbBT2g7TtH5nCXG3WETkV7GcgVUuDnDwjKDkya3M3D9OaTGecwU+C38/XgrLRFj3QAXj3fyT3PTmTfWGX+gl4tAt01FYcgyHfbKYlLw2k14HSY8dhM1zVEO1w684TvgNPOpGQE+MzONKWMc3QJsZoMj2/qiqvH1mEwKZpOCyRz/bzarqCYSt00mBZMJzGaVj7c3op3Cj1nhZCeLy9NYUp7GxAkd+bhKKp1YBjGK8VTUhKLsazi177rNpFCe42NVboAVuX5ynFaqgxFiIRUdHU0HXSdxOz6asOO2jo7e6XZP5XVdR6fn2xpt5XWd3bWt1IdObS4kq0lhwVgPKyb6WDHRxwSfjTf2N/JqVgOa3lG/jtsnPUbHY52f73q7Y5s7bnddT0yDd4+cekOxz2FiSb6XZZO9LMn34nea+f2OIxxvCaOhd3kfu34enR5L3G57rr1M5209abnOn5Om61S1RjjQdOq/K5O9DlaMDbB8TIDZGR6aWmLc3Xw8vl+d9D7q6Ghax3uq0+m2Rlv9Ou1/J30G+km3E/ufDntPtNIQPLV9zWJSmFPgZskUL0um+JiQYeNvexp4cWd9x+vTvS7tI3ITtzvvS3Tf3s77YOfvXvv7FdN03jvSckrbApDmMrNscnxfW5TvxWM38T/bjnG0KdytXv1+r9u2vfPtHt8Tuq+zKhgdkqBESbqDs9qOA2VZLupao9xqOdrlO3Dye9xe547thfb3vPN7QKK+8XVx0nZ1/oz3VJ/6cc1mUlg4wcOKfB/L83yM9Vp5blcdLmt1YjuIVzVxu3072h7m5OmYujzfZbnO5xl6Yrn2z+jdo6d+XMtLs7Ei38eKfC+zx7mxmBQuf2wXR5vCqICqKChKPACvKgoKtN1XUJV4ughV4aSy7c91uk2nsgooKB3rVKC+Ncre2lPb18Z6rKzK97Eq38fccR4sJoVgKMavGZ5glMkENouKzRr/s1qUxP3jVWGq6gYXPHbYVMpn+li1IMCC6V5s1o7z7Uzv6cvVabcoZHotZHjMHKgMUdNs/LujKFBe6OIf5wdYUuTGpPW+bEzT2XMizNv7g7yzr5l3DoaoahqeuRhdVpg51szReo19tX2fgDrM8PVZJi6fbsJqGv5zymNmhft9Np51W4gNIAi1tCpIaWOY3+X5enz+og+b+OrbjUmRSDRsgjemOGjsIzWfrSZK5ltN1Bc5aMzvmB9Lj2kEd6VuYFmIM4EuwSghRr0zZFrZQXv66aeprKzk61//euKxUCh+DWOxdD9Pb3+stbWj/aZzKr+eyrWvr79y7a9ttJzT6exxmywWS5f69UeCUcOo2amwe7KNsK3vgEtuc5SVJ4LYNMgKxdjdaUIHfyzGRc11w1bHVkXhBY+bp31eXnM50QbZe86FzqfMMT5n0Zhv0mgGfhvuefeaa1O4NcPCmEEELyZ7VF6pGNowukmBCR4zk/1mCtLsFAQsFASs5PksOC0qlS1Rlv6h/wuXsya5+Kc56ZTlGJtgRFUU3DaVxlDf22NSSASS2v+89pPuO7o/1/7fZum6/331f3cbDkaZTQrLi718ZmY6SyZ7sPQx19mCeX5+9p/F8WBSWxDJZFI6gkudHusIMrXdb/tTBxj8ee/9Bq77F+NDQSHeuFE61cOS8gCLy9PIye458PrzRfkDWu9Q+P6ruwcVjMpyWDhrnJ+VuQHKx3hxmLteoKc7LPzn8glDVU1D6lujrPjDB4NaNttlYcVEH2dN9LEo14PT0nV7Fk7ysHCSZyiqadhfPqoddDCqOMvB8slelhV6mTHWhemk/fxrJeOGoooD8p2/7RhUMMpmUlmY5WX5mHgAary76yToAbfKjy4cP1TVNKShJcr5P/9oUMtmei0smeJl6RQv8ws9OG1d97XFBV4WFxifcH0obPyolvee2D+oZUvHOFlWGN/XSsc4UU/6Tf+nOWOGoIYD853n9gwqGOUwqywa1xGIHuPueoKc7rTw36snDlU1DalvjXL27we3r431WFmR72V5no8F4z3YT/ptPrfIz7lF/iGopXHP7arju3/aN+DlzCrMy3WzosDH8nwvkwL2bmX+cFH3FBPD7ceb9g8qGFWa5WBlvp+z830UZ3TvbGOzqMwqcScCRjaL0il4pGKzKh23O93vCDJ1BJislo7nrFYVcy8Bipimc9m/fDyg7bBZFcrLfKxcEGDRDB/2Xq4/MoYgGNUeZGoPNGV6zWQlblvIcJnI9Jpx2eIjgUIRjXN+sdPQuv1OE5+b4+eieX5y0zp973s5Xb735RrWvVZLU+vwdLMNOFVmjzUxe5yZ2ePMFGaYMKkK//iHvoc3nTdZ5Zr5ZrJcw9/wWoHO/Wl2/uyxEB3AtdzCmlauPNBIcXOEt/w9nw9f/m4jl77flBSBqIgJ3pzqoMHdeyDKWhsl861G1Bg4j4a7BKNa9x9Fa039kehCpDItKY4mQoiRNNrT9D3++OOUlZWRl5eXeMxuj5+vRCLdO6K1P+ZwOBIjo3oqFw6HE+VsNpuhcu2vfSrl2su2b4MREowaJtVpJvZPsqL10wtuRm2IedXhRMqD7Nauvfi+2FSLc4jDxjrwtsPOUz4vG70eGk2DSxen6DrlZo3PW2KcY9ZwdtrUY7Get/ubXhPf95uwDDLoVeAZfHIImwnyvBYK/PHRTgU+M5P9FiZ4zB29FXuIBr90oKXX0UsKsLrAzT/NSWdKpvEvXrsvL4hPOOexm/A4LT0EllQcFrVrw4gy+Pdg1/Eg2w7036A+bZyTz8xMY830AH6nscNEVpaNrKzBj6gbjIf+74ihciaTwswyL0vKA5QvDJCWdppmjB6A3fVB/rzfeCq90jQnK3MDrMoNMDWte6PzSLvvvRM0hY2dZagKzMx2JRqdS9K7NwaOpJimc+erxwyXd1hUFuV54qNSCrxkn64Zyg36uLaJTYeND6Ee67SyYkyA5WMDLMzydQt2jrT1r1QYboRUFJg+wZUIQBWNTcJ97a/HDZd3WVXK8+PBp6WTvWS4T9+IByM+rmrhub11hsvneqyJ0U8Lxnqw9dEBYiQ8sK2CRoOjolQFZo91szzPy/J8H4XpA5vfZrhpus4dW4wf1wIOM8vzvazI97J4khePLbmOA4fqQzy9w9hxzazCglwPq/L9rMz3McbT9zFaVRVu//HpDa699nY9h0/0H1izWhQWzvCyakGARWU+nAZSQPc1MsphVcn0tgWUPPFgU2Z7gMlrIdNjIsPTEWTq1UlD1l/e3khjP8fpGeMdfGFBgLNLPd06UvXFblGGNBA1xmdi9ngrs8ZbmT3exsQ0E+pJPT0bQzq7q3o+FkzNUPhRuZkZ2cN//KpBZ51Z5ykThO3GzzXm1IW48kAD0xo7GhTUHq43r9zWwEUfJUf60IgJ3pzioL6vQFRdlKytjahtGRmt9THMzTGiLhN6NEpwd2qlpxTiTCRp+oQQozlNX0VFBe+++y7f+973ujyekZEBQG1tbbdlqqqqAMjMzEwEo3pKide5nM/nw2q19luu/bWNltu7d2+3cq2trTQ1NZGVldXDFvdMglH9OKIeNVQuPRgfRaEDdXlWGsf33SivajqzjoTJbYhRRcdJtRYCk6YTUxXmNLWS2ahQRd9Bjox6Y0GQYy4Tf3NZ+VOmj0OOwTeOFkTDXBhs4jPBZsaO9UKU+F8nxzUz0PEe+NG40a9yll2D/hqoe4m0AhTY+z9qucww2WuiwKNS4DUx2aOSn+VknMvUbURCXAzarye17l+Jzfu7X4SpCpxf6OFbswJMTmvbzt5yxam9X4xetTQzcVvvrVx7PqjE+npdXXcnBa4e3lrVa9Esr4XzZwT4zKx08gcRWDvddu5q4u13eu+VarUqzJvjZ3F5gIXzA3g8yX24++37R/pM2dhT+r1kVdsa5YH3K/os47OZWDrBy4qJPpZN8BGwJ+/n88xHteyr7rtRcGKajaUFXpZP9jJ3ghtrkjWid3bbh4f6fN6kwOwMLyvGBFgxNsBkb3IFbDqrbY7y8GuVfZbxOkyUl3hZXOKlvMRLwJW8+9rGj2rZW9X3iLW8dFt89NNkH7MnuLD0MM9ksrj9rb7PocwqzMlxJwLRBf7kCth0VhuM8sA7/RzX7PE5hpbn+1gy0Yvfkbz72qZddXzSz75WnGmPp98r8DEjx9nLOVRyuPvvx4n18SPqtqosnxRPv7dski/pgmmd6brOQ3850evzFrPCguleVs4PsGSWD6djYNuS4TFz+bLMxMimTLeZjLYAlKu/92WQXVmf3tb9whrAYVX49AwfFy8IUDJmcOeesyYay0jQm/wMM7PGW5mVGw9AjfH1/7394Fi02zlbulNh7VwTFxSp/XcQGkh+aa37jl2Pzh8s8LgZWgfwtZwRjHLlzlpm1XUfHaSe9AX67id1rP6gFd3AKIaYbux3KKIZ/73qHPePqvBOsYO6PtLem+ujeF+vJ3xSWnXrkRDRIidNe/bRGup5PzxZTDv1VLlCiJ5Jmj4hxGgeGfXCCy+g6zrLly/v8nhxcTEmk4mdO7tnEti5cyeZmZmJYE8gEOi1nMVioaioCJPJRGFhYa/lAEpLSwGYMmUKr7/+OpqmoXZql+6p3BtvvEFtbW2XuaN27drVpZwRyXuVnII0M1SVOGhN6/ttdYQ15h8K4W/tfnGhAv6gRtCisLp+aHqivZbr4I9TPLyfPfgAg1+LcX6wmc8Fm5geDfd7WXK8U4lZRPmNqYWx9p7zkA9EgbtjvWk2hQKP2inwFA8+ZduVbo1Z+iAbhJrCGluOdExya1bgc4Vuvjk3nYm+5A0G9KS+Jcoz73e9CLObFVZN8fGZWenMz/ckdUPTyR5+tHsjp9NpYuF8P0vK05g714fDQA/hZNDbqKj+0u8lq9+/c4LmSPczjOI0R7zReZKPmdkuzCmwv0V7GRVlMSnMm+BOzMkzMS35A7gA71c38uLR7o0xaTYzy8YEWDEmwJIcP15rapwerH/5BC09pDqdPMbO0ik+lkzxMn2Cq9dUWMkkqun8Tw+joiwmhXkT3YkA1IS00zsCdbA+rGxm8/76bo+n2c0sb0vDuSQ3+UbY9OZ/t52guYfONMUZjviIoTwfZWO6p+FMRpqu89st3fc1q0lh0QQPKwriAbWxSTaqszdHG8I8+XH33nxj3BZWFfhZmedjXq4baxIHbjt7/5NmPtrT9RrAZIL50zoCUJ5TCKpbzCo/uCC344FTmXjTgGN1Yd7Y3XV78rNsXLwgwPll8fnsTkXxGBsOq0Iw3H8mCVWBkjFWZk2wM3uciZm5VgLOgb/+O0c7euGZVfjiLBvfmO/AHQ32sdSpa0TnEQv8nxlaBnComdIa5Ru1IeYHo8R6CEQBqG1vn6Lr/HBnHecdb6GJkT8+x1R4p9RBna/3upgaovi31KP2ML+v/UiI4EQ7TXv2D2MthRBGycgoIcRonjPqnXfeSQSMOvN4PJSXl7Nx40auu+66RMq7EydO8Prrr3PppZcmyp577rk8+eSTVFZWJkYttbS0sGnTJpYtW4bL5QJgzZo13HzzzezYsYOSkhIANE1jw4YNlJSUJNIErlmzhueee44XX3yRs88+O/E6Tz/9NGlpaSxYsCBR7r777uNPf/oTX/nKVxLlnnrqKSwWS5dl+5MarU0pIOJQqSx1EHX2faFrq4+y/FgYWx9ZXtJaNLKbYliHKNvOIa95UIEos66zItTC54LNrAi1MJAmieNtw3e+roT4gdqKZYjOObwWhUcWmpjkUkgLuIZmpX149XCQiAZWE1xc7OHrM3yMdZuhh0nlkt1T79bQGo0f9edOdHFBWYBzpvpx2019jt5KRgcOtvC3LfEGdZ/XTPmiAEvK05g504t1AKldkkXnUVHJnn6vP9UtEdZ/EB89YDcrLBrnTYx6GNtPKqRk9Kf3azjUNsdatseSGP20IM+DyzryjTQD9ZtOo6KmBVwsHxsPQE1Pc6fevtYY4ZHX4qM97RaF+YUelpT4WDzFy5hA6u1rz3xQw/6a+Ai8LI8lHugs9LIwz4MzFfe1tzqCuNMynayYED8OTM9KveNaTUuEP7wTH4FnNyssnOBhRZ6PZXmpE7DpbOPOOj6pjo+KynSZWVHg46wCHwvHu1NyX7tn23EibaNHpmQ6WJXvY1W+nymZyTuqsy8Pt42KMqkwZ6qHlQsCLJvtx+tOzcu2DW/XoevxoM3KUi8XL0hjTp4TRVFQhiAQZjYplI138Mae7qNZrCaYlmuLB58m2pmRa8PVPpdWePBzB73XFoxaMsnMdcudTAy0fW+ifSx0CprR+aMZHrZA4wB26cmhGN+obWVxS7TfjoSqDiZd58fbazmnYniDakbFVHh3qr3fQFSgl0AUgLkxhvedRo5Eh+nDEUIMiIyMEkKgjd7jwP79+xk7diymHqbL+cEPfsAll1zCt7/9bb72ta8RCoW47bbb8Pl8fOtb30qUu/rqq9m4cSNXXXUVa9euxWKxcM899xAMBrn22msT5S6//HIee+wx1q5dy3XXXYff7+eRRx5hz5493HvvvYlya9asYd26dVx//fU0NTWRm5vLs88+y8svv8wNN9yApa39u6ysjPPOO49f//rXmM1mSkpKeP3113n44Yf59re/TXp6uuH3ITWvapKMOd3L8VInurnvL5T7aJjAnhC2tL4v9AurIlg04NQHEgFwzr4W7p3pRzPYW7e0KcjntRbOCzaTNsjxk626wl1qM6vUoT/xnx04fcGGLUeCfHWal69O95KdxKmd+hPTdF7f08jVK7I5vyxAbiA1etb35oWXqvncZ7JZsjiNaVM9mFJg1ENvDjeFaInG+H8LJnFWbiCp0+8Z8eyeWj5fkh6f82WcB3sSp6vrT0zTefNAI99dMYZlk70UZ6Vmw2a7XXXNOM0qv5hXwLIxATJPIV1rMnj+vTo+Oz+NJVN8zC1wD2iOkWQT03Re39fI2hVjWF7opTg7tfe1T2qCWFSFn6+YyPIJPrJcqdeBo7ONu+r43NQ0VuT7mJ/rwZ7C+5qm67y6r4G15TmsKPAxNcWPa9UtEY42hPnJ8lxW5vsY503t85tDx1tpDWv88IoJLJ/rx5/kKYb7o2k6b+1p5tvnZPG5uX4yPMNzLJg9KR6MctlUysbbmDXBxuyJdqaOtQ753HORmE5DSOe2z7pZmje8x7ZWXecJczwlX90AvqaTwjG+XtvK8uao4ezeNk3npx/VsLyf9J2nS0yBd6fYqfH3/h1wtmg4Xq9H7WdUnK2i9xTwQojTS0ZGCSFGc5q++vr6xMilk02ZMoX777+fW265hauvvhqTycSiRYu49dZbE3NKAWRnZ/PQQw9x4403cu2116LrOjNnzmTdunVMnjw5Uc7pdLJ+/Xp+9atfcf311xMMBpk6dSp33XUXixYtSpRTVZW7776bm2++mRtvvJGGhgby8/O56aabuOCCC7rU8YYbbuD222/nnnvuoaqqitzcXP7lX/6ly0gpIxRdT80Bcpqm8cQTT/DII4+wf/9+IpEIBQUFXHrppVx88cWJcjt27OCWW25h27ZtRKNRpk+fzjXXXMP8+fMNvU5p2pf6fN42MQt7fk4/k/jqpO0O4T4ePxGelW6s1+lMn7FeaSWZ/U/Y/MOVmfx9bO851bNCES6orOczlfUUBMNY843lX1dzAz0+HtbBevJbkuE3tE494DVUDpfTWDlAdxjMJ2/rOoKsJaLh7KnRaSAjo8zGGhJ6nTPqZAMZxdQ2Z5Sm6SgKve+nKTYyStf1lG48E0IIIYQ42Yic3wxkdJLR1oO2dcY0PT4qqpdOQwMaGdXHyJbjdRFqW2IUZtswawY7wg1gZJQS7Lgmi7TNrWTpaZuajc01pNR1T2HapWq6ztOxMOsiIar7nFG0q9xIjCtrQ5zdFOk1wV70YJPh9TXtN3bNeui431C57XXGrvGiCjw01k1VH6nvnUGNOR8E2Xnc2PXyu7xlqBzA0fq/GSqnydxSQgzYvGf/daSrMGTe+tTPR7oKQqSk+isGFrhIdr77HxjpKqSclO1ud9NNN/H73/+eyy67jB/84AfEYjE2bNjAT37yE+rq6vjGN77BwYMHueyyyxIRPbvdzgMPPMCVV17Jgw8+SFlZ2eArYFJxThmPNcvfZzE1rJHxcSv2hj7y8p0G5+5t7haMssc0VtU08pmKehbWNw9pVvBugagU1WMgKgWpKTCHxUBIIEoIIYQQZ5oz7fzmdM2hluO3kONv6yg2zL1tewxCDbEKXeO2SCtGrx5zNPhqdQtrGiOpe3HfJqbAMxNcVHl73xJHWyDKbmCeMCFEctH6TRoqhDjTjeaRUSIuZc9XH330UWbNmsX111+feGzx4sVs27aNP//5z3zjG9/gzjvvJBaLcdddd5GWlgbAnDlzWL16Nbfeeiv333//oF5btVtxTZ+EydP3aBtrY4yMj4OYQyN/orzkUBBnWKPFqjK3vpnPVNazuroRd0yOAkIIIYQQQgiRDHJVE58yWfhzrO/0chkaXBGFC6Jgbkz9VHQx4JnxTvZ4e89AYW/VmPOhBKKESFUyZ5QQQoJRImWDUVarFaeza5o2RVFwu93ouo6u62zevJny8vJEIKp9udWrV7N+/XoaGhrweg2mhGtjDrhxlk5Etfb91jlPREj7pBU1Sb5k9pjOv/2tmjneenJDqX+xIoQQQgghhBBnoq+a7WyMRegp6WBAhy9H4HNRsLWNMkj10Mz/Z+++46So78ePv2a272273uEqHL0dRy8CIoLYEkvsGk0wEU2M+cafSTQaY0QlGoyxa+xGjaDYsWFBEQugIEfvcL3vbZ/fH3u3XL/ZK9ze8Xk+HsstM5+Z+czuzOzM5/0pAeDtdDM77e2PZ2l0Bcj/vh5TBFT0FASha8SYUYIgiKC00G/7ILv88sv54osveOWVV6ivr8fpdPLCCy+wbds2Lr30Ug4fPkxNTQ25ubmtls3NzSUQCLB9+/awtqlPiyNqTFbHgShFwbHLRWxh5ASiGk09VC8CUYIgCIIgCIIgCBEsWZZZrGkemLEpcLUHXqmH83xSKBDV3wWAd9LNbHe0H4gyuIMtokQgShD6N0UZOC9BELpGCUgD6iWEr9+2jLrqqqswm8385S9/4Y9//CMAJpOJZcuWccYZZ7B582YAoqOjWy3bOK2srEzdxmQJ09A0DMkxHSaTvApx2+oxVfTt+FCCIAiCIAiCIAhC/3WZzsCbPg864GdeOM8HUQMkANVIAd5LM7Otg0CU3hMcI8rsEqW/gtDfiRYRgiCIYK7Qb4NRa9euZdmyZZx66qmcccYZeL1eVq1axc0330x0dHSoCz+9vvWNrU4X7Ifa5XJ1up2ywF5sKZk4OgtE1fowbqrCWR/A2dk63VGdbheg3NN+f9lNVTsNqtIB2KvrVaXTVqtrQSXVuVVvW4rq/PMGkExGVekUg/r9lnzqAoSKTmVztnA6OQ2oTCv3YUPF/pBHQRAEQRAEQehIf7hXVZnHeGTucMPIANj6IAiltrBIbbdb/hbrU4AP0kxsjW4/EKXzBBi3uR5jvUJbT3N+lR0U+hR1z6EAiiJ6EhGE3iKCUYIgiOuA0C+DUR6Phz/+8Y+MGzeOu+++OzT9pJNO4ic/+Qm33XYb9957LwBeb+ubSY/HAwRbUqlRfXAPUXGJmOMS25xfV3yE+C06pJZ32IIgCIIgCIIgCILQBVMHaPcvCvBRqoktMe1XLtR5FcZ97yKqXjxjC8JAIcaMEgRBdG0n9IOqY63t3buXkpISZsyY0WpeQUEBBw4cIDY2FoDy8vJWaUpLSwGIj49Xvc2iH77GU1fbanr57m0c3fyVCEQJgiAIgiAIgiAIQgcUYG2Kie9j2w9Eab0KY7+vx+KMsEGYBUHolr4e50mMGSUIfa+vz11xLeh7/bJlVGP3ej6fr9W8xpZQkiQRHR1NYWFhqzSFhYXodDqGDBmiepsBn4+jm9aTVjATWasj4PNRvOVb6kqOdHEvBEEQBEEQBEEQBOHEog20X3pj8AUY/b0La50IRAnCQCO65xIEQVwHhH7ZMionJwej0cjnn3/eat5XX31FfHw8SUlJnHLKKaxbt46SkpLQfKfTyXvvvcfMmTOJilI3dlMjr7OWoh++weOs5dCGT0QgShAEQRAEQRAEQRBUkoBpR11MLGo9jpPer3DmnjoRiBKEAUpRpAHzEgShawIBaUC9hPD1y5ZRZrOZq666ivvvv58//OEPLFq0CEVRWLlyJYWFhdxyyy1IksSvfvUr3nnnHZYsWcLSpUvR6XQ8+uij1NfXc/3113dp287SIpxlxaItniAIgiAIgiAIgiCESQKmFLmQgfWJRgB0foUz99SSVO+npH8WUwiC0AlRiiYIgihOF/rtXd4111xDYmIizz33HG+//TaSJJGbm8u9997LwoULAUhMTOT555/n7rvv5vrrr0dRFMaOHcvTTz9NTk5O1zcuzhxBEARBEARBEARB6BIJmFzkQlYUNiQYOWNPLclOf19nSxCEXiRaFAmCIK4DQr8NRgGcc845nHPOOR2myc7O5qGHHjpOORIEQRAEQRAEQRAEQY2CYjfDKjxYvaLCpyAMeOI0F4QTnghGCf06GCUIgiAIgiAIgiAIQv8lAlGCcGIQhdCCIATEdeCEJ4JRgiAIgiAIgiAIgiAIgiD0GjHihSAISkAEo050XQpGuVwuPv74Y77++msOHjxIeXk51dXV2Gw2YmJiSEtLIz8/n9mzZ2M0Gns6z4IgCIIgCIIgCIIgCIIg9BOiZZQgCCIoLYQVjKqsrOShhx7i5Zdfxul0onRwBD333HOYzWbOPfdclixZgt1u73Zm+0Kdp1hVujJDlep1VrrN6tJ5ZVXpqj0G1dt21ar7yo11XlXpNE6P6m3jUrdOvCrTeVSmAzCo/Ix8PnXptGGcOlJAZTJ16RRZ3XEhCIIgCIIgCD1GUnkPqvZWVeW9b59Te++tOl0YhbFq06pNp1W/bUn1ptWVKoWz22p1VB7RPF04x5ooJROEXnMCBqO2bdvGP/7xD7755ht8Ph+jRo3i2muvpaCgoEeWO3jwIMuXL2fdunU4nU5yc3NZsmQJ8+fPb5auvLyce++9lw8//JCqqioGDx7MxRdfzPnnn9/j+ywIHRHd9AmqS9Tfe+89br75ZiorK0lNTeW0005j+vTpZGVlER0djc1mo7q6mvLycvbs2cOnn37K559/zpNPPsnKlSv561//ysknn9yb+yIIgiAIgiAIgiAIgiAIQoQ50VpE7N+/nwsvvJCsrCzuuecejEYjTz31FFdccQXPPfccY8aM6dZyVVVVXHDBBZhMJm699VZiY2N59dVXufbaa1mxYkUoIOX1ern88sspLS3l97//Penp6Xz00UfccsstuFwuLrvssuP1kQiCaCEpqAtG/fOf/+TBBx9k6NChLFu2jFmzZrWZLiYmhpiYGHJyckKBp7Vr1/KPf/yDa6+9lquvvpprr72253IvCIIgCIIgCIIgCIIgCEJkO8GCUf/+97/x+/08/PDDxMTEADBhwgTmz5/Pvffey3/+859uLff0009TXFzM6tWryc3NBSA/P59du3Zxzz33hIJRq1evZtu2bTzyyCOh8twJEyZw8OBBVqxYwfnnny+GWBGOG9EySlDVl8AjjzzCb37zG1auXNluIKo9s2bNYuXKlSxdupRHHnmkS5kUBEEQBEEQBEEQBEEQBKF/UhRpwLw631eF999/n6lTp4YCSgB6vZ758+ezfv16qquru7XcmjVrGDp0aCgQBSBJEosWLWLfvn0UFhaG0tntdmbMmNFsW6eddhp1dXWsW7cuvC9SELqhr8/d430tEFpTFYx66KGHWLJkCXIXx6qRZZlf/epXPPTQQ11aXgiPR9PXORAEQRAEQRAEQRCEfkqSQBfWENuCIHRGGUCvThw+fJiamppmgaJGubm5BAIBtm/f3uXlfD4fu3fvbjcdwI8//ghAYWEh2dnZrcp0W6YThOMhMMBeQvhU3V21jJ531fTp03tkPULbys0yL000MW+rm5wSX19nRxAEQRAEQRAEQRD6FUNeJtZ5kyh98OW+zoogDCgnUiuCsrIyAKKjo1vNa5zWmKYry1VXV+P1ejtMV15eHvqbl5fXaTpBOB5OpOuA0LYuVfXx+/089dRTfPTRRxQXF+PztR34kCSJ999/v1sZFDpXr4M3Rpt4c4yJEYe8IhAlCIIgCIIgCIIgCGGQEi3EX3Eh5vHDKH3kf+D393WWBGFgOYHGjPJ4PECwe72WdDodAC6Xq8vLud1u1et3u91h50MQeosYM0roUjDqzjvv5Nlnn0VRTqBfkggUkGDzKA0PzoymyhxsbnvO184+zpUgCIIgCIIgCIIg9BMWPbqFQ9BMG4ykkfEcKqbu8419nStBGIBOnEJog8EAgNfrbTWvMeBkMpm6vFw46zcajWHnQxB6i2gZJXQpGPXhhx+SlZXF3/72N4YPH95mhF3oPQqwO1Pmo9laSuOP9fk6eZebjDJRe0sQBEEQBEEQBEEQOqST0c7OQjs/B8mkC02uevUDEBVvBaHnnUCnVXx8PNB2F3ilpaXN0nRlObvdjl6vV7X+uLi4sPMhCL0lcAJdB4S2dSkYVVZWxk033cTYsWN7ODtCZ4riJT46ScveDE2z6VJA4aeiVZQgCIIgCIIgCIIgtE8CTX4q2sXDkGOatwhw7zmE8+utfZQxQRjgTqBC6KSkJKKjoyksLGw1r7CwEJ1Ox5AhQ7q8nEajITc3t910ACNGjABg2LBhfPHFFwQCAWRZbjedIBwPomWU0KVgVEZGRqg550Dn8laoSldjVD/gX603Ud06fccCTrUWWD9Lw7bRMkitT9wphV5spTK1yK3mNeWq13U4v5G/Tt33q61v3dS3PZJbZVqPynTh9OHtVzmOlqLu8yEQUL9tjabzNOEIZ9sdHw7HSGoTCoIgCIIgCEL3KbL6+09JbVq1zwdhbFt1Wlll4Uo4991alc8RWnXrlDTqC4BknbpnDo2kNp36Umi12dSo/Cxljj3jSTnRaM/KQx5kbzNt5f8+aCgwF4VlgtDjTrBC6FNOOYWVK1dSUlISan3kdDp57733mDlzJlFRUd1absGCBSxfvpxt27aRl5cHQCAQYPXq1eTl5ZGZmRlK9+677/Lhhx8yb9680HZee+01YmJimDRpUq99BoLQUuAE/X11Op2sWLGCt956i8rKStLT07nkkks477zzALjxxhtZuXJlm8suXryYe+65J/T/gwcPsnz5ctatW4fT6SQ3N5clS5Ywf/78ZsuVl5dz77338uGHH1JVVcXgwYO5+OKLOf/885ulq6+vZ8WKFbz99tuUlpaSnJzM2WefzS9/+ctmAWy/388jjzzCypUrOXz4MLGxsSxcuJDrrrsOo9Go+rPoUjDq5z//Of/6179YuHAhMTExXVmFoJJHB99N1rBxkoxP3/YJq/ErLN4gBhwUBEEQBEEQBEEQhJakhCg0ZwxBM7r9iqGBXeW4Nu84jrkShBPLidb75a9+9SveeecdlixZwtKlS9HpdDz66KPU19dz/fXXA/DVV19x2WWXccstt4QKpdUsB3DRRRfxyiuvsHTpUm644QYcDgcvvvgiu3bt4rHHHgulW7BgAU8//TQ333wztbW1pKWl8fbbb/Pxxx9z5513otOprJQtCD3gRLsOQDBIvGTJErZs2cINN9xAdnY2K1eu5Oabb0av13PWWWcBwS4zH3zwwVbLOxyO0PuqqiouuOACTCYTt956K7Gxsbz66qtce+21rFixIhSQ8nq9XH755ZSWlvL73/+e9PR0PvroI2655RZcLheXXXZZaJ3XXXcdGzZs4IYbbiAvL49vv/2Wf/7zn5SVlfGnP/0plO7222/npZde4pprrqGgoIAdO3Zw1113sXfv3jbz3Z4uBaMWL15MaWkp8+bNY+7cuaSkpLR58ZIkiV//+tdd2cQJT5Fhy1iZ9TM11Fs6jhrP3OIhtubEOZvdko9qjZtYbEgnaERdEARBEARBEAQhkgVkBWe8B2Nl3xV0+iwS2gXDkKelI2k6bknlWy0CUYLQq06cYisAEhMTef7557n77ru5/vrrURSFsWPH8vTTT5OTkwOAoij4/X4CTXrAUbMcgNls5plnnuGuu+7i5ptvpr6+nuHDh/Pwww8zZcqUUDpZlnnkkUdYvnw5d999N9XV1WRlZXHPPfewePHi4/eBCAIQOMFaSAK89dZbrF+/nvvuu49TTz0VgIKCAg4fPsx3330XCkbp9XpGjRrV4bqefvppiouLWb16Nbm5uQDk5+eza9cu7rnnnlAwavXq1Wzbto1HHnmEWbNmATBhwgQOHjzIihUrOP/88zEajaxfv561a9dy8803c+GFF4bSVVZW8sQTT3DFFVeQkpLCgQMHeOGFF7jiiiu4+uqrQ+kCgQC33norX3/9Nfn5+ao+jy4Foz788EP+8Y9/4PV6Wb16dbvpRDAqfApQmSez9zQdzuTOux3QehUWfuPu/Yz1Abfko0zrbPYq1dbhkwKcWTFCBKIEQRAEQRAEQRD6WECjUBfvoS7ZQ02ym7okD7XJburiPWS/E0v2O7HHP086KJulp3S+AY3R2nn6rSUou9R10S8IQhedgIXQ2dnZPPTQQ+3OnzRpUpvjPnW2XKPExESWL1/eaTqbzcatt97Krbfe2mlaQehNJ2I3fatWrSIpKYkFCxY0m/7UU0+Fva41a9YwdOjQUCAKgvGXRYsWcccdd1BYWMjQoUNZs2YNdrudGTNmNFv+tNNO4+2332bdunXMmTOHNWvWhJZvavHixTz22GN88MEHXHzxxXzwwQcoitIqgL1o0SJuu+023n///d4NRt13331IksS5557L8OHDMRgMXVmN0EJdssTexToqh6ofY2j0hgB2Z/+uXuKS/ZQZXZQZ3ZQZXJTZDlCmdVKraT1uVZRfx7nlo4n3RZ1olWoEQRAEQRAEQRD6jF+jUBXtpyLOR2XDq9hegTPBg9LGI+ywlxIY/En0cc2jIkHVBC3Fpxnxxqgfn8v3hmgVJQi9LYyh4wRBGKBOxG76Nm3axPTp05Gk7gXifD4fu3fvbhXUAkLBqR9//JGhQ4dSWFhIdnZ2szGfWqabM2cOhYWFJCQkNOsKECArKwtJkvjxxx8BKCwsRJIksrOzm6Wz2+0kJCSE0qnRpWDUvn37uOqqq1i6dGlXFhdacNtg/6k6ivM16ge+BfQuhXFf+qGfxAJdGj+lBhflRjelRhdlBjdlRhd1Op+q5e0+Iz+tGInDb+rlnAqCIAiCIAiCIJyYfLJCebyXijg/lXE+KuJ8VMT6qI7xo6iI70h+GPVMMilf23o/s03U5Wg4eqYR1yD1lTsB/JuOohyo7qVcCYIQcgIWQguC0NyJ1k1fdXU11dXVJCUl8dxzz/H0009z6NAhEhISuOiii7j00kvRaIL3LS6Xi9tvv52PP/6YoqIikpKSOOOMM1iyZAlarZbq6mq8Xi/R0a0r+jROKy8vD/3Ny8tTla6t9en1eiwWSyhdWVkZFosFvV7f5job06nRpWCU3W4nNTW1K4sKTfj1cOgkLYdmaQkYwj8Zx673Y3QRccGoep2fMouPMouXcouXsigvZRYvTmOg84XbEec185OKUVgCrQ/6nlTrDrC/wo/DJOEwyZh0Urcj133OdwDJ8y2KdjBoM0B29HWOuqW83sdtnxxgYoqFaelWBtsN/fo72lPuYvnaw8zMsjE7y06CtX8PHvrRC9v57v0DTFqcyfh5aZgsvXvO9rZbPz6AWSczN8vO2KQo5H58rFV43Nyx9QcmxcYyPS6RJFP/Dux//GkZX3xVydTJ0UwcZ8dsDq/gKdL888G9mE0apk52MGyIBTmMyimRZqAda29tr+DDPVXMy7IzfbANi75/H2v3//pjrDFGJp+WwZCJif36WBtov6F3rzuEXiMxLd3GmMQodJr++93g/hwC9aAdFHxJxr7OUZfUugMcKPJiN8pEm2RMOvr1fWdLPlmhwuqj3OajzN7w1+ajyqIu6NQW2SMx7rEU4rdaejazHXAnyBSdbqBmdPjXACWg4H9jZy/kShCEVk6wQmhBEFpTTrBu+pxOJwDvvvsu6enp3HTTTej1et544w2WLVtGaWkp//d//wdAZWUlkiTxt7/9Da/XyxtvvMH9999PeXk5N998M253cJietgJCOl3wHsjlcgHgdrtVpzObzW3mXafTdbq+xnRVVVXqPhC6GIxatGgRH3zwAWeffXZXFj/hKRIUFWjYv0CH19a1k9DoVBizoevBnZ5QbwxQEu2izOILBp0aXk5Dz+Yr2WPl7IoRGJXeL2Aw6SQe/LyWz3YHT3CdBuxGGYcp+LKbJBxGGYe1HrtJxm7S4DA3zDNrcJhkrEY5sgqsNangewnZ9S4AimQH7aBgcEozGLSDQXN8ay12R4xJS5xJy61rDwCQatUzNd3KtHQbk9OsxJi6dFnrM5kxwcKZW949ABxgeKKJ2dl2ZmXbGJlkjqxjSYUpZ2Ty6O8/Y83T29AZNIydk8bkxZlMWpRBbEpUX2cvbAtyHFz86g4e/aaIWJOWkzLtzMuyM3WQDaO2i6U0fSRabyDZaOKf27fxz+3byLFYmR6fwPS4BIZYbf2ucG3q5GgefHw/739chk4rMW6MjamToplS4CAutv8FQWdOi+GGP27jxf8dweHQMmViNFMnO5gwxo7BII61vjQvy87fPz3I64Xl6GSJKelW5mXZOSnTTmI/DLhPPTOLPy1czX/v/IboRBOTFmUy+fRMxs5JwyB+Q/vUnEw7P/vfdh7YcJQoncykVCtT04Ov7Ghj/zp3tEOQqv6KhC9Y6KBJAs1gFO2ghnvPNCDyA7smncS/v3Dy2Z5g9+E6DTiMMnZjsOKawyhhb3hOcMje4HSDhMNI6L3VQJ8fi145QIXRS8mgesptx4JPVVFdDzq1ReuUmfBQKtG72y7U6Gk+i0TJAgPl03TQxeBt4OvDKEdrezhngiC0SbSMEoQTXuAEuw40tnryer08/PDDGI3B55cpU6ZQXFzMU089xZVXXskf//hH/t//+3/Y7fbQstOnT6e+vp7nn3+eSy65BJvNFlpXSx5P8F7V1FAR1Gg0ditdY9rG/KpNp0aXnjivuuoq/va3v/GLX/yCc845h9TU1HajYzk5OV3ZxIAVyLOx8UwDzuTu3fVPWOdH33pIpePqaJKXD8fX4Nb13pUkwx3N6ZXD0LXVCXkv0MgSd5xm5+JnythX4cfrh9K6AKV1LQNs9e2uQ5bAFgpeabBHaYk2a4LBK7MGR8MrFMgya7CZNOh6q/xHklHM50P135EIIClV4P0eyft9KIkix4J2MIo2o6GAYBDIkVuT/VcTk/jfj2XUeQMcqvHw8tYyXt5ahgQMjzcxNd3GtHQrE5ItGPpBwOCaaUl8sCNYi2BrUT1bi+r597qjxEVpmZllY1aWnakZViyGyC+0MZp1/OR343js/9bhdfvZ8PY+Nry9j/uBIfkJTF6cyeTTMsgYFdsvCtUKUi3kp1j4+nAtZfU+XtlaxitbyzBpZaYNsjIvy8HsDBsx5v5RG//CjExWHz6AT1HYWVvDztoa/rNnFwkGI9PiEpgen8C46Bh0cuSfN3qdzPk/SeZfj+zH61P46psqvvqmivv+DXlDophaEAzmZAwy9YtjbewoKyOHW/hhay2VlT7eXlPC22tKMBpkJoyzM3WSgykTHdjt4lg73vRamavyE7l97UG8AYVP9lXzyb5q+OgAoxPNzM2yMzfLQW5M/wgWjJ+XztCCRAq/KqKiqJ53ntjKO09sxWDSMv7kdCadlkHBwgyiE49PYXJ3DaTf0AnJFuZk2PlwbxV13gAf7q3iw73BfUuy6JiaFqx8MzXdSmyk/+5o4lFMC5Dq30BCAf8R8B9B8nwJgIIcrDClGYSiGRxsPSUngxRZ35NGlvj7qVYueqEy9GxQUhegpA7Ar2odsgR2A9gNUjBApZFxGBQc+uD0aD3Ym/7fADY96Hrw8liv9fN+VhFHre6eW2kL+moN+Q+kYTvU+63g/FrYNklmx3QLAVPXr7uKP4DvbdEqShCOmxOsEFoQhNZOtG76HA4HGo2GESNGtArYTJs2jU8++YQdO3YwadKkNpc/+eSTeeedd9iyZQsLFixAr9e32SVeaWkpAPHx8QDExcWpTrd79+5W6VwuF7W1tSQkJITS1dTU4PF4WsWAysrK2uwSsD1dKv6eOnVq6GH7008/bTedJEls3bq1K5sYcAIpJvynp6IMs6FuhKT2RdUojPy2b1tFAWTuNXDBuijeHFtKsb3t6Gh3DK2P49SqoWg4vgVVVoPMvWdFc8mzZdR6wr9bCihQ6QxQ6QwAPkDdQ196jI7fn5bEjKG90KWFNhWMc8D1fpuzpUAZeMqQPN8CDc1mNYkNNVgbuvfTpgGR0cVKjEnHz8clsuKrI82mK8CWknq2lNTz6LdFGLUS+cmWYMHNICtDY019XjO1LXkJZk4eYmfN9ubNWkvrfLz6fTmvfh+sjZ+fbmF2to1Z2XYGR0dY/5xNLPrFSF6++zuqSpoHbbd/Xcz2r4t5+pb1JGZYmXxaJpMWZzBqRgpaXWQVPjWSJIlfFyRx+armBRX1vgDv767i/d1VyBKMS45iXpaDuVl2MhyRcZ60JdFo4tTkVFYfPthserHbxcpD+1l5aD9RGi2TYuOYEZ/ApNh4rLrILfBcOD+B5146QkVl89+gbdvr2La9jieePUhykoGpkxxMmxTNyOFWNBHa7ZUkSVx8Xip/uKWw2XSXO8DnX1bw+ZcVyDKMGGZlaoGDqZOjSUsRx9rxcu6IOB7acJRSZ/O7uM1FTjYXObn3iyOk2/TMzXIwL8vO+BQL2gjt/k6SJC7880RuXvxGs+nueh9fvL6HL17fgyRB3qQkJp8erECQnhcdsYG2gfYbev2UFD7aW9WqvO5orZdXt5Xz6rbgQ2VenIlpDS3D81Mskdla13gyivsrpEBxq1kSAfAfAP8BJD4HQEEXbDHV2IJKMxjkeJD6dt+sBpn7Trdx8QuVXX42qHBBhUuBKgWQGl4dS7co/CFHx4z47j9n2Tw6ztuSzsexh9mU6+z2+loylerI/1caUaW921pUkWDvSJmNczU4Hd2/JgW+OAil7VcyFAShh4lglCCc8E60bvp0Oh05OTltBob8fn8oDQRbPOlaPBM3dpNnMBjQaDTk5uZSWNi8zAAITRsxYgQAw4YN44svviAQCCA3qQDaVrovv/ySioqKZmNHbd++vVU6RVHYsWNHaBoEg1ulpaXNpnVGUhQl7J+Diy++WHXaZ555JtzVRxRZVlcrNNU+o/2Zg6zIlw5Hiu+ZGqbT3vSR1yQYNdquvonUsJgKVemS09UN4GrK1uKTFdaOquL7zJ57sBldm8jcikzkji5SMfb257WgWNUFeJSoY92IfbLLzW9WVfb6/ZJeI3HBZDtXzI7Dauy8QF7RhhFDblrjXHEFu0sJqDsGWm23sQardlCTFlSp7ddg7eXa7nUeP/Oe2UJZvfrwbqxJG+zuJs3GtEFWkiKoe6XtJfWc8eQ21ekzYwzBroiybIxPs0TcuBIv3/MtT/y/L1SljbLryV8wmMmnZZC/YDAWR2QVEiqKwnkvb2fj0TpV6bOjjczNsjMvy8HoCOwm6nC9kwu++BS/ip9/jSQxLjqG6Q0tWRKNkddi8uVVR3jo8QOq0lqtGiZPdDC1IJqJ4+2YTJEVBFUUhaW/38qPheqOtUHpRqZNimbqpGjyhkRF3Ng/A+1Ye+LbIu787JCqtA6jhtkZduZm2Zk+yEZUhI0zpSgK1015hR3ftA4StCUlx87k0zKYtDiTEVOT0URY4GOg/Yb+4f29rNymfhBgvUZifLIlFJwaHh9G5ZtAL1RwU5qs01uIXPPPrq8KY8OYU2kNLffTQYqB9vbPr/K+0BNGgKehf/7j9mwgwwV5cOUIsNaq639fKapUlS5wsIrtKfWsGVeJt4d6t7Ae0TP5oRRMVR0/o/xY3npw7PZsrmp9j64AP0yW+W6mBm8XxltutT6vn8BtX0JV82fpQ1XtV7ZtKhDo+aCeIAx0GQ8s7+ss9Ji9v/5dX2dBEPqlD6fe2NdZ6FFz1t3ZaZqHHnqIf/7zn7z++uvk5uaGpl9yySVs3ryZTz/9lJNOOompU6eyYsWKZsv+4he/YN26dXz88cfExcXxyCOPsHz5cl577bVQa6RAIMCZZ56JJEm89tprALz11lv89re/5YEHHmDevHmh9f3yl79k8+bNfPLJJ+h0OjZt2sS5557LTTfdxKWXXhpKd9ttt/HSSy+xdu1aYmNjKSoqYs6cOVx44YXcdNNNoXSPP/44d911F6tWrWLYsGGqPrMuBaNOJD0SjAolsiCNjsM8ZhCulK4VSljLFX76oBe5yTNeXwejGm1Lc/L+2Cp82u4dUpOqU5lWlY7UWbS8l4NRAI99WcsDn6srFOyKBSMtLJ0bQ0q0DjTqgkxdDkYBeDYh1z4cRg47yQta0KYf6+JPMzjYokqSez0YBfDs5hJu+0RdIXRbsqINTGvo0q8g1drng9L/9rU9vFNYGfZyVoOGaRlWZufYmZlpI9rc92N+1Nd6uCznGarLXGEtp9HKjJqZwuTTMpi8OJPEjMgYz2zt3iquen1X2MvFmRvHmXIwJd0aMTXX79j6PW8fUVeo3lRu49g/8YnkWqwR0VKi3uXnois3UVkVXrtjnU5ifJNxpmJjIiM4vf7rSm66dXvYy8VE65hS4GBKgYPxETTO1EA61pxeP3P+s4XyMCpBQDBQMCXdytwsB3My7SRERUYLsPVv7uUvZ74Z9nLWGAMFp2YwaXEGE+YPwmyNjHNnIP2GHq7xMP/ZLXj8Xbundhg1TGno0m9aupVUWweVPHo7GAVItU8ieTb03OolSzAoJQ8CTcNfueF+oReDUdD7zwanDoalYyG18dGlvOeDUQDlFh9vTiynzN69PjsSDmsZ/6909M7O76G7G4xq5NPA4UyJfXkyu3NlfJYujhX14X6UVa3v7UQwShB6T+a/Bk4was81IhglCF3xwdT/19dZ6FFz1/290zS1tbX85Cc/weVyceONN+JwOHj99dd59dVXWbp0Kddccw333HMPjz76KOeddx7z58/H7/fz+uuv88Ybb3D11Vfzm9/8BgCn08mZZ56JoijccMMNOBwOXnzxRd577z0ee+wxpkyZAgQDVBdccAH79+/n//7v/0hLS+Ptt9/m2Wef5c477+Sss84K5e/666/no48+4oYbbiAvL48vvviCBx54gF//+tdcc801oXTLly/n8ccfZ+nSpRQUFLBlyxaWL1/OwoUL+fvfO/8cGolgVCd6NBjVIF+eiDtOomSmjpKZ4T3Az1rlI+f75g94kRCMUlA4EO/hk5FVlHbjoWbWgQTyyVaXuJeCUaV1fr4/7GXzES+bDnv57lDPd0E4bpCR6+fHMjKtSRdL3Q1GKQoo9aBUg1ILgWqgFilQA0oNBGqC83x7g3339xK/YsAjZeCRM3HJGXjk4XgC4PYH8PgVPH6lyfsAHl9wmicQwO1rmNYsTXCa26/gbZznC/51egP8UNIzD4JaGcYkRoUKbj4orOJQlQeFho8WpeEv0PBXUZQm8xvntZjWsCzN/t9kepNp5U4f+yq615e/BIxJiWJ2to3Z2XaGxBspP+Lkmon/DVYilqRg6wkp2FWTLAenSRJIcsPfZv8PppXlhvBwW2lD74+tX5Lg4PbKsINRLWWMjGXK6ZlMOi2D3AkJyLLE05uKWfbpIWQpOCC43LBtiWPvG6fLUjDfcuP+Bnen2XJtpZEb9jP48QTnf6eyZVR7TFqZ6YODBdKzM+zEmILn8tJv1rOlqjK4bRo+Sxrz1Zjn9v8G89n0rxTKtwzB74Sm+ylR7fWy39m9/Uk0Bsf+mRGfwBhHcOyf0jIPF1216djnKh/7LBuPF1lu+vfY8SY3HFeNfyU4tnyL9TROkxqOzYOHXFRVd69AbdjQKKZOimZqgYPBDeNMrXqjiIee2N8kD03Pj47zFsojTfarrf2Wm38ukgRbfuzeQOpGg0z++OA4U5Pzj40zNZCOtaJaD3P+syV07DTdZstrQstzu/E6IDVJK7dI29Y1QZZgT4WbClf3jrUxiWbmNnTrmdMwztRbj/zAM7d+1em1FenYcR+6HofOByl0vDUu0yptk/UD/Pjl0W7ti1YvM2Z2WqjVVHxa8H7rH2sPc6DSPSB+Qxs/K0VR8Aaa3Jc0u2dp6/6l8Z4l+N7bYp67xT1OY3pPwz1OYVk9dd6eCRRl2A1MHRRsGT45zYLN0OResrvBKMXfcN9ZE7z3VGrAX4WkVEOgNnjv6S9ts6u+nqRIjmBQSkoFTR7IqR0vEEYwqrTc2fvPBvHwu/EwKq7FjF4KRlWZfXyZV8OPg7reRV3qPh2nvGandLdDVfqeCkY19U2Fh9pMmcOnG3AOVl+pTHH5gq2ialt/lyIYJQi9J/P+ARSMWiqCUYLQFWumDKxg1MlfqAvClJSUcM8997B27Vpqa2vJzMzkkksu4ZxzzgGCzxovv/wyzzzzDHv37kWWZXJycrjwwgs5++yzm62rqKiIu+66i88++4z6+nqGDx/ONddcw/Tp05ulq66uZvny5bz//vtUV1eTlZXFlVdeyeLFi5ul83g83H///axevZrS0lLS0tL42c9+1qylVGMeH3/8cV566SUOHz5MQkICZ555JldffXWr7gU70uVgVHl5OZ988glFRUV4ve3fkDeNoPVHvRWM8tgldiw14YlTX3PZURLgrId9yC2+sb4MRhmzNexNcLM+r4ajMV1/MJMUOHlvMiPLHEiJDnUL9UAwyutX2FYaYHORn++LA2wuDnC4uvfG40qP0fGbk2M4KS+qdS3vtoJRih+UuuCDvVILSg2KVIcUCi41DTTVIKkcSLk3rPhhAg/+OB5vILK6IuoqrVtC6buPs8ckWXVMturYeHnb44X1JzHJZiYtyqBiRjLPlfbvAgBZahioPsvO555d7KhTd82NVBZtcOyf0XIsD/zhSOcLRLiUZANTJ0Xj9QZ47c3eLUDtbbIMI4dZmTLJwTuJe9hRPzCOtRHmOP74Rv/+bgAG2Q3MzbJj+uAg7/7tm77OTrfljItn8uIMXowzs7Om5wvsj7ckq47RaVGsOVCJLzAw6u/JEoxOiGLaICtT022MjTe17qZQ8QQDS6EKTcH3wQBTkwpOgRpQ6nq1klM4FE0uyJNAMxKkTip5tROM8voVth318P0hN5sPB/8eruq9G8JBVvjNOJiT1k7Pgz0cjCovL2PD0Fp+THcS6EYD2sztBua+ZUPjlzhyQF0r9t4IRn1b5qFylIY9lxkhjO42A+/sRXlrT5vzRDBKEHqPCEYJgvDu5Js6T9SPnPLlHX2dhX6nS/1QbNiwgSVLluB0OukoliVJUr8PRvUGr1Vi56/DC0QBTPjI3yoQ1VcUFPZle9g4y0lRdPcKGzQBiYW7U8it7N3uuBRFoahOYXNRMPi0ucjPttIAnuMQcLCbZH4xK5pz8u3otA0PSooTAnuPBZp8zYNOBGoAZ6sH/L7vqKgdkjRgAlEAAUXpvKvIfuBojZfV+2tI7+uM9IDyI07efmwrlTsq4PSMvs5OtwQU2HC4lg2Ha4nOdKLvmSEF+0ytz8cHRUf5oLoYPY6+zk63HT7i5pVV3WsxEikCAdi8pYbNW2rwnlcHyX2do+5pPNbe8xQDLZsQ9D/7q9w8+V0x9k2lA2BvYOd3Jez8roTDV4+GNHWt0iPZ0RovR7ZVEIi8Icy6LMNSQZJuF1UV9XzlrGf/wXryEwMMtnqClZ2UGiSle62ajydFsoC2AHRTQI5X300fDc8GNX6+P+Rh0yE33x9ys+2o5/g8G+jhl6Pg3FzQHYfb53KDm/XJZWwbX4XSzV5c8743MmONFVnp+/vkquEa9l4aXiBKqfOifLi/F3MlCEJ7pAgpzxIEoe+Iy4DQpWDU8uXLcbvdnHHGGYwZMwaj0dj5Qr3A6XSyYsUK3nrrLSorK0lPT+eSSy7hvPPOC6U5ePAgy5cvZ926dTidTnJzc1myZAnz58/vkzxj0bHzV0bcCeE9BcQdDjC4sO9PWQWFPbluvp3spCyhe93UAOj8MmfsTGNQTVTnicPk8sHWcvi+FDZV1rO5KECJ8/h+hjoN/GySnStnRGM1tXjSVEqQPE8c1/z0BkWOQzHOQB81DFA/2LZw/PR9UUHPUiJg7JieNKD2pu9/poSODKiDbWCJlJYlPWeg7c/AcV72j/x86ObWM/pZa3BFMwR0U9W1gmrg8gb48bCb7w+62bTfyfeHPJTUHt8d18lwwVC4ciTYjsNwa6VGN+uTSymMqe6R34AxX5mZ9GlURFTYOpglsec8I4o2vLwoH+wHVz874AVhoIiAILYgCH0rIK4DJ7wuBaN+/PFHLrroIm688caezo9qgUCAJUuWsGXLFm644Qays7NZuXIlN998M3q9nrPOOouqqiouuOACTCYTt956K7Gxsbz66qtce+21rFix4vgHpMxa5F+NwZUcfvW3CR/5+/SWPyAp7B7i5tvJdVTE9czNu9Gr4ewd6SQ5u1/dVFHgYC1sLg2+vi+FwgrwhcpCjv8Dx/xhZq49yUFqQnv7139rDCvIoB+LYpgBuqEgyRi0JX2drR4RpZOZk2lny776bo89ESkGXA20gXbvMtD2R4hcA+hYG2iXtQG3QwNofwbKaSMBE1IsjElOAtoIRvUDwVZQk0A3OdgKqqO0isLBCh/fH3Sx+aCL7w+62X7Uja/3euPu1CnZWq6dpCdN6v3u3YpNLtYnl7IjpqbH1jnpkyjGbuj5CoRdcThD4v1zteEHoqrcKJ8c7KVcCYLQqQF0fyAIQtf04a2YECG6FIzS6XQMGzasp/MSlrfeeov169dz3333ceqppwJQUFDA4cOH+e677zjrrLN4+umnKS4uZvXq1eTm5gKQn5/Prl27uOeee45vMMoUDERJadZ2k0Tt8mPb5uPIIkOz6Un7AqTu7ptf7YCksDPPxXeTnVTGhBfQ0XklvLq2823xaPnJ9kHEugxtzu9MnQ+2HD0WfNpcCpESNxiTpuf6udGMTu1k36T+F4xS5HgU43QwTAG5ebeK+jC6x4g0UTqZuZl2FuREM2OQDYNW5rxnCvs6W91i1EpMzbBxUo6dPAl+v/zbvs5St8iyRN6kRAoWZbB7uIMn96gbQyFS6TUSk1KtzMq0sabOyd762r7OUrdE6/RMiosjLyGaf9P/x4zKyjAxaaKDmhofb7zTvwPtOp3E2FE2JuXbeTVmJ3tdA+NYyzXE8Kcd/X/MqKFxJmZn2JCK3ax5s393G2Wy6hh/8iAmLRzMw37YUtp/unprqelv6NgUMwtf/LGvs9QlEjAxxcKCnGjmZztIiNKBqxR6Lj5xXCjaPNBO7rAVVJ07wNZDLjbvq2sIPrmocEZGcceYRJnfTTUwOrGhQmIvfv5HzfWsTy5lV3R413q9V8LTznObFIAZ71sZ9n1k9Fd5NF1izXla/Lr2nz2SV7upHqGlLqt5JVDlvX3giYzjQhBOSCIYJQgnPEW0jDrhdSkYNWzYMA4cONDTeQnLqlWrSEpKYsGCBc2mP/XUU6H3a9asYejQoaFAFATHsVq0aBF33HEHhYWFDB06tPcza9QgXz0aaVD7YyKZ9/rJfqSegEHiyKn64OjCDfqiVZRfVtgx3MV3BU6qo8MIQimQe8jIpO1Wvhxaw87U1gUR0S49P9k+CJtHF3a+/rNbz5uH9eyskXs1mi5LkB2nZXSyjtHJOl78zsmPxR13S5gereXakxzMHWpCUtONmGRAQY+Ep4dyfYyCDJI1GDCSrQ3vrSiSFcm3G8m7KYx1aYKtoIwzQDsEpLa7mDSorJmokyUMWgm9RkavkTA0/G36XqeRj6WRJQza1mn0GhlJguVfHOpSLVeLXmZupoMFOQ6mpwcDUE2dPiKG/HQLEsEBpSWkhr9Aw9+m0xq/ckmSmixDk2UapjebJzUsE/z/t4fqeLewMvydaRAXpeWkbDsn5diZPNiKSRfcJ1edl1tfW4SiBGsKKwGl4T2gKAQCCjTMCwSC046lbfir0LBcY1oalms6r3naVfdvomhv10tcLA4DE04ZRMGpg5lwyiDsccFCkKM1Hk7JTyTQmGeFhlfDtgm+bzafY3kL/r/xfWO6huWh9XpRqKz38a+vujeGUJJFx+wMO7MybExJt2JuGCRiao2Jer8vlG+Fhjw15lHl36bLHduX5n8VRSEAfFNexmel3SvIz7PamBIXz5S4BIZabciShNsdYOgyB4HGY0sBJdCw/UCT70g5Nq3xuFMIHjcBpcnfJsdUoGnapusJKLy86ijFJV2/lhoNMuPH2piU76Bggp2E+GBlgpJSDyefFNciT43nybH9CQSO5REa89hiH5vkN3T+0GS/GrZRXePj6RcOd+u7iY/TMynfzqR8B+PG2DAZg8faqJqoAXOsuXwBcs5xNDtOmp/bx85vOPY+9J01pKVpWo59b43fdeM1oXG5J74r5nBN1481k1ZmarqVWZl2Zg22kWwN9tN1ONHC9KnJza61La+tNDl+ml+7W17bm1+7aXFtb7x211Z5ePbWr7r13aQOcVBw6mAKFmUwYloyOn3wWCv+toRJ1Z4B8Rvq9Kq7D9bKhO5t9G3c2+g1Moam89q5t2lMs6qwjK0l9WHvhyw1CUBlOYiPanG/LbVfMa67FAzN7juD720oshXJ9T5SQH13zopkBf1kFP1U0MQj+dq+D3/qs3Le3FjNrmJ36HzvDV16NrBJXDfZwNxMjbpng244HOXky5RS9trrwlourkpLQaGVgKTwzsTKVvNlH8x9y0bWjr7plr+l4lSJ936mxadv//NMettN0gdeNG6aBaOUsnqUL7r3+yoIQvcMuB47BEEIm6gSInQpGHXddddx3XXXMX/+fIYMGdLTeVJl06ZNTJ8+vd0be5/Px+7du1sFq4BQcOrHH3/s/WCUXoP8y9FIGfZ2k5j3+8l+uB6NGzRuBctOP7VDgl9N2o4ASQeO3y+2X6NwYFI1H55SRq1d/SVCUmDoQRMFhRZiaoMPvW0FuxPqDJy9YxBmX5cOPUrcMttren6U32gjjE7UMCrdxOhkHcOTtETpg4UQXr/CnR+2X6BuM8r8YrqNcydY0YXbOkiygKLuwVxBf+zhXmr6gG8ByRZcl2wLzpNMwaCR3EbgqOrv6rYnxwcDUIbJrVpBtWXmIBsvnJVzrEBFp2leuKKV0MlSjz6Mv/pjWViBKKtew9xMO6fmRDNtkBW9pv2x2y4c33H3Lz1NURRe2xL+mFtD4o2clGNnTo6dkUlm5DY+X2OUjoKFGT2QS/X2fF/Gw7/7LOzlBo+IYeKpgylYmMHwKUlotK2/oySrniTrcRhooYn7ulB4IUswLjmKWYPtzM60MTS27UB1jrX3Cgbb4lcUVh0MvwVGlEbLxNhYpsTGMzk2nhhD69afBoPMyOHHd3927q7jgUfD35/kJAOT8x1MmmhnzEgben3rYy0+Tk983PE91p58Nvzug2QZhudZmJTvYFK+g6yMgX+sGbUy45OPbwvjrSVObu9C907pNj2zM+3MzrBTkGppVfkBICXbTkp2+/eKveHZ28IPRGl1MqNmpjDx1AwKFg4mNdfRZroB9RuqlXnu7CENQaO2KtME/2rknru/Ka/38Y8vD6lOL0tQkGplQbaD+dkO4swdVPhScU/XlCJFNbn3tDVUbrI1CzYdq/zUcK4qLW7O/CVIzpfUbU+bh6KfBrpRqsaCKqn2saOo57tHcJhkRqcZGJ2iZ3SCHN6zgQF+MUHPeSN04T8bhOmgvpov7AfZnx5ei/H4Sh2TCi1kHzEiIbEttXXXgVqPxCmv2Unbf3x/B9tTmiTx7gVavIb2P9PE9zwkvesFwLHRx8Gzj1XyVN7Z27QPd0EQ+oI4BQXhhNeblYeE/qFLEYGtW7cyadIkzjrrLCZPnkxmZiZ6feubVEmS+P3vf9/tTLZUXV1NdXU1SUlJPPfcczz99NMcOnSIhIQELrroIi699FKqq6vxer1ER0e3Wr5xWnl5+A+tYdHJyL8YhZTtaDeJ6aCf7Ifq0Tap+Bj9rS8UjJrw8fEZ68ivDbB/cjU75lbiiu64ll9TUgCGHTAxcbuV6Lrmh1PLYFRqjZkzd6Zh8Hc9mDTK0f3PQyvDkFg5GHxKCP5NswWDJEpU637QfyzyUu9tfbXUynB+vpUrp9mwm7q4T1I8CtoWgSRr8P+t3gcf8BVt1wJ5APj2I/nbb9UYbAU1rkkrKPUP0HFmXfPCj7YCYT0ooCg89l1Rp+lsBk2oC75p6R0HoPrSx7uq2VrUeQ1orQwT063MybFzUo6NVHvXurrsbc/9VV0hp86gYczsVAoWBgs2EzPCKyQ7HirqfTy1UV3LDodRw8zBNmZn2Jk+2IbD2I3ztZd8UHSEfU51NacHm6OYEhfP1Lh4Rtmj0fbyed0VTz2vrsBWo5EYPcLKpIl2Juc7SEs19npN9XBVVXv53+vqWuDZrFomTgjuS/54OzarONZ62/3r1XVBqZUhP8XK7AwbszPtZDoMEXes1ZS7WPlPda2koxNN5C8YzKRFGYydm06ULTIKppvqzd9QWZKYmHJ8A5/Pbi7G1UmhuSzBpFQrp+Y4ODnLQWxHAahmC9pQZHvz+0452HopNC303qIqINQZyf15h/MVydakFVRcWOselW6EL7qTu4Zng0Q9o1L0jE41MCpVT5pDe+y8dTcPdnX0bPCzkTquHK/Hbuy9c15B4YChmi9sBzlorA5r2cRyHZMLrWQUGZCa9r3RIrsGj8SpLztIPBp+Txa9oSxR4u2LtHg6+FwTPvSQ/JYntCu6WgXrdj81eVqUojqUDZ0/NwiC0MtEIbQgnPCUATMiq9BVXXq6uOOOO4IF94rC559/zueft/2A0VvBKKczWHPr3XffJT09nZtuugm9Xs8bb7zBsmXLKC0t5eKLLwZoM0im0wVvql2uzvuyVxSvqjz5lBY18rQyuivHIw1pHQxrZDjsZ9ADTgJ1SrOO2swbPUg/NZBeqGA5pNBZLt0B9Seyx9c8aOLXBTgwvZI988px29UHemQ/5H5vYsqhKOwNQSilRWNLpUm4O/OQgdMOJqMLKEAnwS5f+/kYY1EAs+p8AsQbFUYnaRmdKDM6USYvTsbUsku5hv6epEDrZjZf72/dHc/JeSaWzrKTHt1wCrWxXEhHYX/dlU3e9/7DXnuFAYqc0GQsqONbc76rPt5bxc7yts8Ou0HDvKxgF3xT0iI3ANVIURT+va79AmibQcPMrODYFTOybFgNPd86sCft2ljC5yt3tzs/NjUq2K3TwgzGzknD2LILoQjz2LdF1HnbP8eHxZkaWj3YGJ0Y1aO143uaLxDgyd07252vl2XGR8cwOTaeKXHxpJjCu94eb4U7alm3vrLd+THROgrygwGb8WPtRJkj+9x56dWj1Ne3f6zlZJmDrZ8m2snLtaCJ4LH6Btqx9n1RHR/sbr/lQbxZy6yGbjinpduwRPh1+tX7NuKsbr+7wdwJCRQsHMzEUweTOyEBOYKvawPtN9Tp9fPs5rbHqtNIMCnNyoLsaOZn24kxdeH3UxONEnt31zLX0f1uexQ/uL9sPRkJmrWC6uR7aSdAPXpw64pknYmzahidamBMqoFRqQbykvWhbhnb3nbz43/DwdbPhycPNXJtgZZ0e+fHVzgVyyTdsbQKCvv0lXxh2c9hfXhBqJQ6M1OKEkjf7gsGoVr0uqc0aR0c5dJw9tfxWKv8YOq85NigU1eR0aRR/6xpbPIxlsVLvHOhFo+pgzGiPvWR+aYfSdP880/cGKAmD7RvFaFRbK2Cbm3RaPrfuL6C0F+IbvoEQRAto4QuBaP+/nd13Xz1Fk3DTabX6+Xhhx/GaAzeTU+ZMoXi4mKeeuoprrzyylCaljye4MO3ydRLg7BqJLQ/H4s8rP2affoiPxkPONHWtVGrzgmWLT5Gf9p7Z6hPH2D/zAr2zqnAYwsjCOWDoZtMjFkfhaVaQ1RW+3f0jS2j8vYambfBji6t+wGBJGOAeH2AEk/b69LJCsOjYVSswpg4hdGxkGgCHF1vPfL1wWOFNaOTtVw/08KYzH74kKK4wb3h2H/RBseCMkwH3dCwWkFFgke+bV670dEkADW5HwSgmvpkdzU/HG3ePUq6Qx+suZ1tZ3yapde7eelJz/11Q7P/SxIMLUikYFEGBacOJmtMXMS1EmhPmdPLs5uaFwqadcExX2Zn2JmZYSPJEnmtBNrz3tHDHKxvfqwlGo3B7tDi4pkQHYtRE9kFtU21bBUlSZA3JCrUXV1OljmiC9Gbqqj0suqN5tc1o1Fmwlg7k/LtFOQ7iI8Vx1pfWdGiVZQEjE40h7rfGxZvarOLt0hUVVrPa/dvbjbNZNEx/uR0Jp46mIkLBhOTHH4Bf18ZaL+hr2wto9J97N5cI8GUNCsLcqKZl+UgxhR5rSA75P0eSTkWOFEkGximohimghTT7dUn2bXEWbWU1rQdENFpJIalGBiVZmRMupFRaUYSbdp2x6BS45sDx54NRiXruP4kK2NT9Uj14Y/xpYaCwm5DOV9G7eeovjasZdNro5hclEB6XRQSEgEq29lGkKNOy9lfx2Ov1+Lm+PTQ0ZGKGHjtZ1pc5g665lvnI3OVt804U+z3foomB3Btquy1PAqCEIa2xnIQBOGEIlpGCV16mjnrrLN6Oh9hcTgcaDQaRowYEQpENZo2bRqffPIJhYWF6PX6NrviKy0tBSA+vhf6s5cltJePRTMyod0k+mI/Gfc70da0H2xKftmFXdvz3W95jX72z6pk70kVeC3qHzA0XsjbaGb0ejNRteoKjxRJYex2MzM3Wpt3A9ENkgSjHD4+LA4WyKVEKYyODQadRscqDHWAvo3sdTWs5/UrfHfIS6pN5roZFk7O1QdbBXZ5D/qQ51skXChyYjAAZZgEckNQrZ8UoDX65kgt3x6pw2HUcHKWgwXZ0UxO68KYXRGgsUa3BIxJiWJOTrD2dnZs5HUhpsaOb4r54vU9RNn1TJg/iIKFGUw4ZRCO+F4K/veyR78pot4XIMNhYHZDq4eJKRb0bYz5Eul8gQD/2bMLjSQx0u5gSkOLlMwoS7881rZuq2X911VYojTkj7czKd/BxPF2oh2R3dKuPf/93xFc7gCpKcGxrAryHYweaUXfUW39CDXQjrWNR+pYu7cam0HD9EE2ZmXYmDnYpr5btAjz6r0bqa/1kpJjZ+Kpwe73RkxPQR/hLYbaMtB+Q71+hSc2FqOVYUqajQU5DuZlOojubwGoJiT358FCB92whgpQTVpBdaWlVcv1SxKj0018uDU4hlOKQ8uoNCOj04yMTjcxJEnfo7/ZoWcDu4brZlmZN6T3uuFUUNhpKOVLy36Kdeq6PG00uMbC5KIE0pwqA8uSQny1jrO+jifKExnXgspoeO1CHfWWDrrm+8pH9qttB6IAtC7I+4+bTf3y4U0QBiBxLgrCCU+0jBJUPdn84Q9/4K9//WubXd6p5fF4+POf/8yyZcu6vI5GOp2OnJycNgNNfn8wwGIwGMjNzaWwsLBVmsZpI0aM6HZempEltJeORjMmsd0kSpmTjH/50VV3fPbpqhXofmXBkIDZR/WCo6xdcBSfWf2Dn9YDw74zM+orM+a68B5MxhdGkV6s77FAVKML010sTnYzarCZ3i7f3lfh51dTozh/jAl9y679+hvFRcD6G9Dm9rvgU0vFdV6ePD2HgtT+GYBqqqTWx7lj4njgbBtxEd5dnRoVxU6WvX8mw6cmodVFRmFGV/kDChnRRt67ZDgZDmPnC0S4w/VOfpkzhIKYOKzHoVvQ3lZV7eXev+cxYpg1orurU8PvV0hLNfLUw6NJSxHHWqSpcPl47ie5jEu2oO0nLe3aEwgoJGbYeHTLhaQNcfR1drptoP2G7q10cc3EJOZlOSJyzMGwKfWgGYxiPh80sb22mZ9Njea0cXZGphmJ76AFTU/YX+Hj6mkWzh9n7rVngwAKO+QjfKnZQVl0TVjLZlZbmVycQIozvK5P42r0/PSrBIy+yKgAUW2H1y7QUWdt/zMe8oOfuJe8nXb7pQ/vIxQEoReJbvoEQRDBKEHVU86aNWvYtm0bt912G2PGjAl7Ixs3buTmm2/m0CF1g4yrsXDhQv75z3+yY8cOcnNzQ9PXrl2LyWQiLy+PBQsWsHz5crZt20ZeXh4AgUCA1atXk5eXR2ZmZo/lBwm0F45EMz653SRKeT2e+zegqxzXc9tVqeyXu6mfUKk6vc4tMfwbEyM3RGGq79pDyaDinm/ZBZAf09CtxnFoaJETpyUnbgAUBgAYT+rrHPSYU3PaH4utv0mw6vjJ6N4roDneCk7N6Oss9BiNLHH+yPAGUo9kg6IsDIrqh12MtmNKwcC5Dmg0EqctaL9FdX8z0I61kzLtfZ2FHiPLEguv6uHKWH1ooP2G5saayI3tny2J2ySZUMyn9fpm8jObtP7pRvd7amTH6ciO693A5zb5EO/oNoa1THaVjSnFCSTWd+34SayOnG5gyy0Sq87QUWtvPxCV/aOfuav9bBYFWoLQv4hzVhBOeKKbPkFVKfuzzz7Lr371K84//3xmzJjBlVdeSX5+PnI7A8lCMOizYcMGHnvsMT777DOSkpJ49tlneyzjF110EStXruTKK6/kxhtvxOFw8Prrr7N+/XqWLl2K2Wzmoosu4pVXXmHp0qXccMMNOBwOXnzxRXbt2sVjjz3WY3lBktD+bCSagtR2kyhVLjz3b4CyelUDp/Y069tJqoJRWqfM4I+jmbJdxuiKjJpxgiAIgiAIgiAIJ4IhgWQ+U7ZRK7k6TqjAEHcck2rTSTjcu0G446XSLPGPM6KocbT/wJxZGODk1/zIolBbEPod0TJKEATRMkpQFYwaPnw4r7/+Orfffjuvv/46n376KVFRUUyaNInMzExiY2OxWCzU1tZSVlbGnj17WL9+PXV1dSiKwhlnnMFNN92E3d5zNUstFgvPPvss99xzD7feeiu1tbVkZmZy++23c8455wBgNpt55plnuOuuu7j55pupr69n+PDhPPzww0yZMqXH8hJzyWlopqS1O1+pduO9fwOUOttN09uM22wYfrTiHtZ2PwW6OpmMD2MYtNaBzqXBmFZ5fDMoCIIgCIIgCIJwgtOiYaIvm490W9qcLykw1BXPpLp04nyNrcIqj1v+eku1KRiIKna0383z4J0BTlnlQ9P94cYEQegLohBaEE544idcUN3/mM1m46677uLSSy/lmWee4dNPP+WDDz4IzZckCUU59ssSGxvLySefzMUXX8zw4cN7NtcN4uPjOx2DKjExkeXLl/fK9gGiL1yIdW5Bu/OVWg/ef21AKQpv0NneYF+VQvGw5mNo6Ws0ZHwQzaBPo9G6RUsoQRAEQRAEQRCEvjQqMIivlJ3USe7QNEmBYa4EJtWmE+MPb0yoSFdjDAaijsa0H4hK3x1gwf98aPzHMWOCIPQsEYwShBOeoohu+k50YQ+GM2LECO68804Atm3bxp49eygvL6empgar1UpMTAyZmZmhMZoGMsd587Gd0n4LK6WuIRB1pPY45qp9hi027HuMVGW6MFRpyPgghvTPHGg9IgglCIIgCIIgCIIQCbRoyPdns1a7FVmRGF6fwKS6dBz+ATSmWIM6g8R9p0dxOLb9QFTqvgCnvuJDKwJRgtCviW76BEEQLaOEsINRTeXl5Z0QQae22H8yF/uiGe3OV+q9eB/4GuVQ293i9QUJiSGvx1Ob4iZtnR2NVwShBEEQBEEQBEEQIs1o/2Bq3VWMr0vBFjD2dXZ6hVMP9y02cyC+/UBU8oEAC1/yoRsYw2IJgiAIwglNjBkldCsYdWJofZbYT5+N44zZ7S/h8uH593oC+yvanO9XGQf2qzxB/WE0cXRst+DYbmnIR/sCKgNVij+MmLZPZVqfyipvShjbVnu1C6hcp9p04VC5TimMbSuyCDgKgiAIgiAIx5Gk8v4znNvUnr73DuceWe3+aFQ+WmvaD7w0pUPD7Lqh6p7YDTpV65RM6tIBaKLcnScCjCavqnSWFtGkeh08cKqNfYnt72DK4QDn/c+DQaHNz8GiU/fdWL0xqtIBGHXRqtMKghAmUQgtCCc8cRkQRDAqTLaF03H8dF678xW3D8+D6wnsaTsQJQiCIAiCIAiCIAgnKpcW7j7Fxo6k9oNjiUcDnPuyB4PnOGZMEIReJbrpEwQhIMaMOuGJYFQYoqaNJfr8Be3OVzx+PA9/RWBX+XHMlSAIgiAIgiAIgiD0D/fPtbItpf1AVHxxgPNf8mBU1zhLEIT+QgSjBOGEJy4DgghGhaF+03Y8+w6jH5zSap7i9eN5dAOB7WV9kDNBEARBEARBEARBiHynfl/PllQdHm3r2tGp5T5+8l8fJlcfZEwQBKEP+P1+HnnkEVauXMnhw4eJjY1l4cKFXHfddRiNHY8ZGM6yL774Is8++yx79+7FZrMxd+5crr/+eqKjj3VPOnTo0Ha39eSTTzJ16tTu7awgCCe8LgWj9u/fz6BBg3o6LxEvUOuk6O9PkPD7yzBkp4WmKz4/nse/IfBjSR/mThAEQRAEQRAEQRAi28jDPv7wVjV3L7Dh0h8LSCVX+vnjm9Xsrzf3Ye4EQeg1oklEm26//XZeeuklrrnmGgoKCtixYwd33XUXe/fu5cEHH+yRZR977DHuvvtuLr/8cv7yl79w5MgRli1bxpYtW3jppZfQao8VD5977rmce+65rbaVmZnZczstnLAC4jpwwutSMGr+/PlMnjyZc889l5NPPhmdTv1AqP1dwOmi6K4nSfjdJRiHDEbx+yn593+xbrf2ddYEQRAEQRAEQRAEIeINO+rjxreqWbbQSr1eJrHKzx/fqMZRr7C/rzMnCEKvEGNGtXbgwAFeeOEFrrjiCq6++moAJkyYQCAQ4NZbb+Xrr78mPz+/W8vW1dXxwAMPsGDBAm688cbQ8jabjV/84he8+eabnHHGGaHpCQkJjBo1qhf3WjiRBfo6A0Kfk7uy0NixY/nyyy/53e9+x4wZM7jzzjvZtWtXT+ctYin1borveYr6Lbsofehl6r/e2tdZEgRBEARBEARBEIR+Y0ixj5verCaj1Mcf36gmximKqARhQFMG0KuHfPDBByiKwuLFi5tNX7RoEZIk8f7773d72XXr1uF0OlulmzlzJg6Ho8NtCEJPU5SB9RLC16WWUS+++CKHDh1i9erVvPnmm/znP//hqaeeYuzYsZx33nksWLCg035N+zvF5aF42ZN9nQ1BEARBEARBEARB6JeyS/z87dUqWo8eJQjCQCNaRrVWWFiIJElkZ2c3m26320lISODHH3/s9rKFhYUA5ObmNksnSRJZWVkdbkMQelpA/OKf8LrUMgogNTWVJUuWsHr1al577TV+/vOfU1RUxI033siMGTO47bbbxAVNEARBEARBEARBEIR2iWIpQThB9HVrpghsGVVWVobFYkGv17eaFx0dTXl5ebeXLSsrC01rK13j/EZbt27l5z//OZMnT2bMmDFceOGFrFu3Lqz9EoT29HVLJtEyqu91ORjV1NChQ7nhhhv48MMPeeqpp8jJyeGFF17g7LPP5qKLLmLt2rU9sRlBEARBEARBEARBEARBEPqbvg4gHcdglNfrZdeuXR2+iouLcbvdbQaTAHQ6HS6Xq91tqF3W7XYDtJlWp9OF5jfatm0bJ598Mg899BC333475eXlXHnllWzatKnzHReETgQG2Estp9PJnXfeycyZMxk9ejSLFi3iv//9b7M0Bw8e5Le//S2TJk1i1KhRnH322bz33nut1lVeXs6f//xnpk2bxsiRI1m0aBEvvvhiq3T19fUsW7aM2bNnM3LkSE4++WQefPBBAoHmOff7/Tz44IPMnz+fkSNHMmvWLJYtW9bm9efFF1/ktNNOY+TIkUydOpU///nPVFRUhPFJdLGbvrYUFRWFuu1rbBE1duxYdu3axZIlS1i8eDF/+9vf0Ol0PbXJ40RdPS1JUh/Xk6SerfsVCCMSG1DUbVt1dNcX1sb7Jh1AQOUlQm26/kLt/qg9fMM4zgVBEARBEAShJyiyuntQSWU6lDDu+bUqH5m9XnXp9GE8D6t9djaqTGduu9CyLXKURt2mLT5V6Wx6d+eJGjh0JnXpDOq+m9g6u+ptR+kTVKcVBCE8J1I3fUVFRSxcuLDDNGeddRZGoxFvO78fHo+nwyFQ1C7b+Nfr9bZaX8ttfPbZZ9hsNgwGAxAs1508eTKnnHIKy5Yt4/nnn+9wnwShM+EU5Q4UgUCAJUuWsGXLFm644Qays7NZuXIlN998M3q9nrPOOouqqiouuOACTCYTt956K7Gxsbz66qtce+21rFixgvnz5wPB8/jyyy+ntLSU3//+96Snp/PRRx9xyy234HK5uOyyy0Lbve6669iwYQM33HADeXl5fPvtt/zzn/+krKyMP/3pT6F0t99+Oy+99BLXXHMNBQUF7Nixg7vuuou9e/fy4IMPhtI99thj3H333Vx++eX85S9/4ciRIyxbtowtW7bw0ksvoVV5z9ytYFQgEODDDz/klVde4bPPPsPn82Gz2bj44os5//zzyc7Opr6+nhUrVvDkk08SExPDjTfe2J1NCoIgCIIgCIIgCIIgCILQn5xAhdBpaWmhsZo68sc//pGamho8Hk+rlktlZWXk5eW1u2xcXJyqZePi4oBgawqr1doqXXx8fOj/Td83nTZu3Di++uqrTvdHEDpzAl0GQt566y3Wr1/Pfffdx6mnngpAQUEBhw8f5rvvvuOss87i6aefpri4mNWrV4fGd8vPz2fXrl3cc889oWDU6tWr2bZtG4888gizZs0CYMKECRw8eJAVK1Zw/vnnYzQaWb9+PWvXruXmm2/mwgsvDKWrrKzkiSee4IorriAlJYUDBw7wwgsvcMUVV3D11VeH0gUCAW699Va+/vpr8vPzqaur44EHHmDBggXNYjs2m41f/OIXvPnmm5xxxhmqPo8uNXPYt28fy5cvZ+bMmSxdupSPP/6Y4cOHc8cdd/Dpp5/yxz/+MTSAnslk4g9/+AOnn346r732Wlc2JwiCIAiCIAiCIAiCIAhCf9XXXesdx2761Bo2bBiKorBjx45m00tLSyktLWXEiBHdXnbYsGEArYJjfr+fnTt3MnLkyNA0r9eL0kZXSS6XK9RaShC6I6AMrJcaq1atIikpiQULFjSb/tRTT3HbbbcBsGbNGoYOHRoKREGwZ7VFixaxb9++0Pm7Zs0a7HY7M2bMaLau0047jbq6utD4bmvWrAkt39TixYsJBAJ88MEHAHzwwQcoisLixYubpVu0aBGSJPH+++8DsG7dOpxOZ6t0M2fOxOFwhNKp0aVg1CmnnMJjjz2G0+nknHPOYeXKlbz00kucffbZ7V6cZsyYQWVlZVc2JwiCIAiCIAiCIAiCIAhCPyUpA+fVU04++WS0Wm2ryvuN/29sRdGdZadOnYrdbm+Vbs2aNdTV1YXSrVy5ktGjR7N27dpm6Q4fPswPP/zAxIkTu7CHgtCcogyslxqbNm1i/Pjx7Q7b4/P52L17d7NAVKPGaY1DIhUWFpKdnY3comvqttIlJCTgcDiapcvKykKSpGbpJEkKNSpqZLfbSUhIaJau6XYaSZJEVlZWKJ0aXeqmb+jQoZx//vmcfvrpREVFqVpm3Lhx3HPPPV3ZnCAIgiAIgiAIgiAIgiAI/VUPBnEGisTERK644goef/xxoqOjKSgoYMuWLaxYsYKzzz471KoJ4NJLL2XPnj188sknYS1rMBi4/vrrueWWW7jjjjuYP38++/fvZ9myZUyePJm5c+cCweDWQw89xI033sjSpUsZOnQoBw8e5N///jeyLHPdddcd/w9IGHDCGLVzQKiurqa6upqkpCSee+45nn76aQ4dOkRCQgIXXXQRl156KdXV1Xi9XqKjo1st3zitvLw89Let7jvbStfW+vR6PRaLJZSurKwMi8XSqqvPxnU2Tdd0Oy3Tbdu2rfMPo0GXglFd6W4vLS2NtLS0rmxOCEMAqNLLRHtOtNNbEARBEARBEARBEARBiEQ92aJoILn++uux2+289NJLPPDAAyQkJPDzn/88NH5Lo0AggN/v79Ky559/Pnq9nieffJLnn38eh8PB4sWL+c1vfhNqrWGxWHj22Wd54IEHePDBB6moqMBqtVJQUMADDzzQZqsNQQiX2q7tBgqn0wnAu+++S3p6OjfddBN6vZ433niDZcuWUVpaysUXXwzQZkBIp9MBwa4yAdxut+p0ZrO5zTzpdLpO19eYrqqqKpSuozw2zlejS8EoIfIowB6blnVJJk7dV9fX2REEQRAEQRAEQRAEQRCEoBOsEFotSZK48sorufLKKztM98wzz3R5WYCzzz6bs88+u8M08fHx/OUvf+Evf/lLp+sThK440S4DGo0GCI7H9vDDD2M0GgGYMmUKxcXFPPXUU6Hz1+v1tlre4/EAYDKZADAajd1K15i2MR/hpGvMY+P7ttKp0aUxo4TIctSk4X9ZFlZnWEhw+ol1i1ZRgiAIgiAIgiAIgiAIQoRQBtBLEIQuCSgD69UZh8OBRqNhxIgRrQI206ZNw+fzUVhYiF6vD3WJ11RpaSkQDBQDxMXFdSudy+WitraWhISEULqamppQMKupsrKyZumANtdZVlYW2q4aIhjVj9UbJLYMNfDfXCuHLFrkgMLkIldfZ0sQBEEQBEEQBEEQ+jWjI4b44ePQmS19nRVBGBCkAfQSBKFrFKQB9eqMTqcjJyenzSBOY7ebBoOB3NxcCgsLW6VpnDZixAgAhg0bxs6dOwkEAp2mKy4upqKiolm67du3t0qnKAo7duxolq60tJTS0tJm6Zpup+k+7Ny5k5EjR3b4OTQlglH9kFcLOzL1fJlvpihBF5o+qtyDzStaRQmCIAiCIAiCIAhCuCSNFltaJmmTTyI1fwZeZy1eZ21fZ0sQBoa+bs0kWkYJQp/r65ZMx7tlFMDChQv5/vvvWwV81q5di8lkIi8vjwULFrB9+3a2bdt27LMKBFi9ejV5eXlkZmYCsGDBAqqrq/nwww+breu1114jJiaGSZMmhdIpisLrr7/eLN2qVavQ6XTMmzcPgJNPPhmtVstrr73Wan0Ap556KgBTp07Fbre3SrdmzRrq6upC6dQQY0b1IwEJDqbo2Juux6drHn3VBhQmFotWUYIgCIIgCIIgCIIQDr9Fgy/NREbSKcjaYDGJq7Kcyn07+zhngjBwSCKIIwgnPLUBnIHkoosuYuXKlVx55ZXceOONOBwOXn/9ddavX8/SpUsxm81cdNFFvPLKKyxdupQbbrgBh8PBiy++yK5du3jsscdC61qwYAFPP/00N998M7W1taSlpfH222/z8ccfc+edd6LTBRutjBkzhkWLFnHfffeh1WrJy8vjiy++4IUXXuDXv/41sbGxACQmJnLFFVfw+OOPEx0dTUFBAVu2bGHFihWcffbZoRZRBoOB66+/nltuuYU77riD+fPns3//fpYtW8bkyZOZO3eu6s9DUhTlBDwM1JNls6p0KfZpqtc5lomq0o2JCfYlqQBFcVp2ZuipN7bdmK2g2MV0FV30DXNUq9p2elKlqnSWDL+qdADaQeq6N5CSHOpWGGtTvW3FYVeXMErd9600DAinil6vLp1O13kaAK36GLIiq2z8qDadFEZjSrXrFARBEARBEAaOgMqeGpQwenRQuU5J7bZ9PvXbbmdQ51bc6ioGSvX16rdd51S3zgp1z3iUVqredOBgReeJAM9udftTsjtK9ba3lcSoSrexSt0z2XdlbT+zKhI447XUJOvx2DXN5/kD1HxVSKC+9RgKAFvKn1G1bUEQjhlz3b19nYUes+mfv+3rLAhCv/SnnL/2dRZ61O07/6wqXUlJCffccw9r166ltraWzMxMLrnkEs4555xQmqKiIu666y4+++wz6uvrGT58ONdccw3Tp09vtq7q6mqWL1/O+++/T3V1NVlZWVx55ZUsXry4WTqPx8P999/P6tWrKS0tJS0tjZ/97GdceumlzdIpisLjjz/OSy+9xOHDh0lISODMM8/k6quvDgW3Gr366qs8+eST7NmzB4fDwYIFC/jNb36DxaK+S2MRjOpEXwejKmwy2zMNVFs17aYz+AP8fFsNRhXh5YESjHKjYIhVGWBCBKM6JYJRgiAIgiAIQk8QwagOiWBU53o7GOU1StQm66lL0hLQtf3M4tx+CM/B0nbXKYJRghC+MdcOoGDUChGMEoSuuCl7YAWj7tilLhglHCO66YtQvigNG4cZKYnt/CuaWOJWFYjqjwIoHJZghww7ZdghQZEMf/DA8L7OnCAIgiAIgiAIghDxFKA+Vkttsg5XTMfP2N6Kmg4DUYIgdI3opk8QBEUMunbCE8GoCBPQS9QNNVM/2Aiy1Gl6vSfAuFL3cchZ73NJsEuvYadGCQaeZNglg7PJx+BQ4D4XDFE6/2wEQRAEQRAEQRCEE5dLC1WD9NQm6/AbOu+5QfH5qf/xwHHImSCcgEQZtCCc8AZoWwohDAMmGLVhwwYuvvhiJk6cyDPPHGsyv23bNv7xj3/wzTff4PP5GDVqFNdeey0FBQV9mNvWFA04s0w4c0wo7XQV0JasA150/exEVoBSjcQOvYadBg079DI79RoO6mQCUvtBplgFVrggUwSiBEEQBEEQBEEQhDYoQKlZZm+MliM2DUoHz5gt1e84TMClsmtGQRDCIlpGCYIgLgPCgAhGeTwe/vznP9Ny+Kv9+/dz4YUXkpWVxT333IPRaOSpp57iiiuu4LnnnmPMmDF9lONjFMCVbqAuz0zA1P64UG0xugKkHvWCrXfy1hN8Euwza9lp0bEnxtgQgJKp1IQ3nlBiAFa4IV0EosKmKApSGA9gkc5Z70erldCHEbSNZOX1PkxaGdMA2Z/D1R4SLDq0Klp29gf7KlwMchgGxDlU7fbhC0CMaUD89HO40kO8VYsuzN+TSLW/1E16rH5gHGseH76AQoxR5ViIEe5wlYc4ixb9ADnW9lW5GGQbGNe1SrcPjQRW/cC4rpWWeYiN0Q2I78blDWAcIPc2wjE+oEaSqZFlqiWZalmmIkZLtVamRquhRqOhRitT3fA3OE0mw+VhyeFqYlxhjBPWBV4Z9ju07I3RUquiFVRLxjIflUfKeyFngiAAohRaEATRMkoYGMGof//731RXVzNy5MhW0/1+Pw8//DAxMcFBUCdMmMD8+fO59957+c9//tMHuT3GHa+jbngUPnvXvobs/R7kCDqJa7QSOy264Csq+HdflA5vNwulUwJwvxuSj0Mg6kClnw93erEYJKL0wZc19B6segmzXqI/PVp/ubOO+94pYliKkbwUI3kpJoYmGzHp+9NeHBNQ4Pz/28LgZCMTRljJH24ld7AZTT8NfvgDCrOf+J5RiVHMzrQxK8NOut3Q19nqsu0l9Zz19DZmZNqYk21nRqYNqyG8QHskeeKbYr7YV8OcHDtzsuyMT7X020CbQSNz2ks/kGo1MC/DwdwMOxkOY19nq8sOVro5+5EfmZ5t46Qhdmbk2rAZ++9tzXNri/liezWzRtiZNdzO2EwLWk3/PNaMGpn5735LstnAvNQY5qbGkGFVN8h8JDpc5eHMR35kRsOxNjOnfx9rj28s4vMDNczNtDM3w8GE5P57XdNIcPJrm8l1mDgp1cGctGgybP33uvb2u8W8934p+ePtTJxgZ+wYO2Zz//wN3XigjlteO8C4QVGMTY9i/KAoshOM/fJ+7b/bathwxEW6TUu6VUu6VUe6TUuCWYPczwKHPgVqkagGqpGoUSSqkahCavb/aiSqHTqqZZmahqBTjSRTJ7fx/BDT8TYvOlzO7/YVUemK6pV9Aqg0SuyJ0XHIrsHfxWNM9irE7nBxtIfzJgjCMaJllCAIirgOnPAkpWVzon5m+/btnH322dx6662sWrUKgGeeeQZFUZg4cSIFBQX8+9//brbMHXfcwTPPPMP69eux2TpuViTLZlX5SLFPU53nkbbJ1A6PwpOgV71MS1F1fqZ8V48EjLL7VC83zFGtKl16UmWH8xVgfbqBfdmaUACquBcKZgY3tIiKbysQFau+SZjisKtLZzbxp3edvLXN02E6k04KBqwMMha9hMUgE2WQiDI0vG+YZjFIREXpQ9OD6WQsRjkY1Gr6AKtTWYNcq/5zVhoeGP/v+QOs+eHYdy9JkBGnJy/FRF6KkWFpZoYmm7B1VuAhhRHAauthtYe89G4xK54/GPq/NUrD+GFWJgwPBqfSk/pXje9lnx7kiW+LQ//PijYwO9POzAw7E1Ki+lVtfEVROOfZ7fxQ5ARAK8PENAsnZds5KdtOuqN/BdoOVrlZ8OQWfA0Vee1GDbMzg/syPcOGRd+/Cgmf2lzM7Z8fGwchO9rI3Aw78zIcjEmM6leFaoqicOlTO/j2QB0QPNYmDLJw0lA7Jw2xk9rPjrUjFR7OuHMrPn/wtsxu1jB9mI3ZIxxMHmIlyti/jrVndhzhr9/uCf0/22ZiTkoM81JjGBNr6VfHGsClz+zg6/21QPBYyx9kYc4QBycNsZNi7/r9XF84VONm3nM/hK5rDoOG2YPtzMl0MCO9/13X/v39If6x8dg9QbbNyJy0aOakORgXb+1XgTan088lV2ykqjp4b6/RSIwYbmHiBAf5E+xkZZqR+8P+BIIH129f3MsH26pCky0GmTHpUYxLj2LcoChGphrVtwwPqGtRI6lMh0/981Od083Zqw6zt6r5MjoZUhuDU1YtaSZIt2pIt2hIs2iwtlPxS6qvV71t6pyqkkkVnT/jvedSuLZSwcfxOYasPj9/3XmEeeU1AJTsVh+M2lbSSYQL8ErwFhb2Rmup7IGgbeyP9USV+Njs260q/ZbyZzpPJAhCM+OX3NvXWegx3z70277OgiD0S7/NuK2vs9Cj7t17c19nod/p18GoQCDABRdcgE6n45lnnuHiiy8GgsGoQ4cOMWfOHJYsWcJvf9v8R+Lll1/mT3/6E8899xz5+fkdbqMng1Gy0YgtLxdzemowGtANY36sJ6HMD/RNMApgR6yWu+c5ONRLXT7lBOA+F8S098DUC8Eoosy4fQq/+F8Nm4/4Va+/q6L0EhZjMEAVZ9Xyq5NjGZ3eSe3xLgSjSqq9nH3fTmo76RojNUZHXoqJYakmhqaYGJZiJNbaJEgWIcEojzfAhTdu5Uhp20HD+GhdMDDV0HIqLjqyCwrLnV7m/mcLTm/r7ydKLzN9ULDF1MwMG/FRkd/t1Ue7qrh6ZdsP8rmxRk7KCQZzRif1jxZtf3pvH6/8UNZquk4jMTndypzsYKupRGtkH2cALl+Ak579ntL61r8bsSYtcwbbmZvpYGqqrV90HbludzW/eG5Xm/OGJBiZM9TB7CF2RiSb+kWA+q8v72fl+raPtYJca6jVVLw98q8DLp+fuW9+S0kb427EGXWclBLNvNQYpiTYMWojP/jx5Z4afv78zjbn5SWamDPEzpwhdvIS+8ex9seP9vHSj6WtputkiSlpVuZmOJibaScxKvKvazUeH7NXbqTK0/q+zaHXMjPVzty0aGam2PtFd36vvHqEhx/b3+a86Ggd+ePt5I+3M368HUekXgsaAkIHy92c+UAhHn/bj5taGfKSTYxLNzM2PYpxg8zEWdrZpz4MRuH18kOpm/NfP0Ibt2rtcugl0qwa0i3aUIAq3aohXesj2SyhU3MP1IPBKIA1xbVcGzDj7eWA1PDaepYXHiLdfew3oKeCUaVama+jjGyKMuDqoecNc7GXuG0uABGMEoReNP6XAygY9bAIRglCV1w3eGAFo/65TwSjwtWvg1HPPfccd955J6+99hpZWVnNglGbN2/mnHPO4f/9v//HZZdd1my5999/n1//+tesWLGCU045pcNt9EQwStJqseRkEpWVidwDBS62Gj8Fm+pDjxB9FYwCkLID/GOIg/cT1X1OauX54T432Dp6UOqlYBRAWV2Ai1+s4UhN7/Zr3mj+CDPXnZpAskNFoUIXglEAr6wv52+vHQk7b/E2LcNSTOSlmshLNZOXYiLJoWI8g14MRgG890U5tz20V1XawckGJgy3kT/Cyrg8C9aoyCuMWv75IR75uqjTdCMSzMzOsDEr086oRHNEti5QFIWfPlvIlqKOa/7GmrXMygp25zd1sBVzhNbG31/p5tQnt9BOWVrIiEQzc7LszM2xMzQucgukH99YxJ1fHOwwjVErMT3NxpwMB3MG24k1R2aBp6IoXPTkdjYd6riwLtGqY/aQYIupggwLem1kBtoOlbk5c9lW/J389IxINzNrhJ3ZI+xkJxkj9lh7svAwf9+4t8M0Jo3M9CQHc1NjmJ0STYwhgo+1p3aw8VBdh+mSbTpOaghM5Q+yoovQrhb3V7mZ//wPnV7XRsWbmZvpYF6mgyExkXustWwd1RatJDEx0Rrx3fm53QEuu3IjpWWtA7lNSRIMyY0KBqcmOBiWZ0ETKcdbk4DQig+O8NinxR0kbi49Ws+4QeaGrv3MZMQZgvc6fRyMAnh8cxV3fVWhfrkOaCRINkmkRcmkW2TSzMG/6VHBV7ReCp5vPRyMorSSLwIafhmIwtlLAakLjpRzw95i9C2KGXoiGFUvSbznMLPZbCDQQ9cj2RMg+WsnGl8wvyIYJQi9Z8IvBk4w6ptHRDBKELri2kEDKxi1Yr8IRoWr3wajjh49ysKFC7n88stZunQpQLNg1Ndff82FF17ILbfcwgUXXNBs2bVr1/KLX/yCu+66izPOOKPD7ei0caryM8g2o915cpQRQ2oC+uQ4tLbu95U9aWs98VXHan+OsHXcpVxTQ+3qHlRSk6s6TwREZSkowDsJJu7LtuPqge7ERgVguUfC0tkDUqzKABOg2KzqEkYdC6rtKPVz2X+rcXZcFtAtQ5P0/H5BDOMHG3u1mz6AQEDh54/uZeM+dQ+1HXGYNcHgVJMgVXqMvnnXMb0cjAoEFK78yza27wujqxNAlmBohpkJw61MGGFldK4FQwSMn1VR72Puf36gzqM+ABpj0jIzw8asDBvTB9uwGSInyPbhzip+tUrdwzyAXiMxZZC1oTs/W8S1Mrrxnb2s2qp+QOsUm545WXbmZNvJT7NEVFeLTq+f2c/+QIVLXUGcBIxLigq2lMhwkB0dWQW4n+yo4lcvqj/WzHo5NM7UzFwb9l5q3dtVt7y4j9Vfqz/WUmP0ocBUpI0zVe/zM+eNbylzq/shlSUYH2djbkOrqcERNs7Up7uqWfJi2y3x2mI1aJiRY2POEDszsm1YImz8vD98uJdXt7VuideeNJu+4TpgJz85sgJtHbWOak8kd+f35tvF3Hf/ns4TNhEVpWH8WBv5DV36JcT3YVelTQJCTref0/+1jeKaMII/TdhNmmCrqXQzYweZGZFiwtBBhQJJbZBJbdAKQsGogKJw5VtH+fxQePeeXRGllUizyCxOlrksW4u+k+NTqqpRt+Ly4DPeRr/Ez516qnowIGXx+7n9SBELamrbnF/bduPSNu052HE3fZWyzFqjhU8MFjzdvBblbnfjaPJsvbWq40oHjd6rXNat7QrCiWjCVQMoGPWoCEYJQldcM8CCUf8Swaiw9dtg1NVXX82ePXt4/fXX0euDhZZNg1Hff/89P/3pT7npppu49NJLmy27Zs0arrnmGu6//37mz5/f4XZ6IhjVlBxlIiNlBPVJOjyO8AvAYqt8TNnqajatr4NRjfaZtPxpWDT7u1GDfny9j7skHWY1D0a9HIwCWLXFza1ruh+8aclhlvn1nGjOHGc51k1ZLwejvH6FDbvq+PV/9oWTVdWiDDJDUkyhVlTD0qPIiDf2eMFoIKDg9gZwexS+2FTF3x7t3v7odRKjci3B4NRwK0MzzN3Os6IEg7QBJVhwoSgt3nNsmqIowXnAg18d4fnNrbtNUkMjwfgUCzMzbMzOsJMbe6wGu8cfYG+5GwjWpG7cu8b5Uuif4B8p9F5q8v7YcrQ3X2o2m0tf2sneCneX9md4ook5DeNMDU9o3srocLWH/ZXB9cpS4z5JyA2ZlBvy1XhqydKx/zfuceNyjS3LGuc1pm1cpySBDOyrdHPJyzu6tC9Wg4YZGcEWYDMzbNhajK+3saiOGrcPSZJa56Od93LT/DXZ/6afhSw12dcW63nq+2Ie29h5S7y2ZNoNzMkItpQYlxjVrKtFty/AV3tr2s6/1HpfQt+ZJCHTkP8mn0PofRvLHvue4KrndrG71NVWdjukkWD8IAtzGsaZSotuXnh7sMzNniJXMA+y1LDt5vk69v7Y99F8n9tO02o/5eD0A6Uernqwa8eazdQ4zpSdKUNtrcaZ2lBSTbXH1/yYafJ5yhzLp8yx7yiUxybfidx0uSbzGj8jueH9MzuO8Oi2w13anxybibmpMcxNiWF0i3Gm3L4An+ysbvZZtv++xXfTdN+k9t63Xo8EXPXCLnZ14VjTyhIFGRbm5NqZPcROsq15wP1gtZvdla5m53VjXqVm+Q6mb/XdtHO9aHldaPyeJQn2V7u5cNX2Ln03NoOG2YPszM20M2OQHWuLlq1lLi++wPF9xHh0yxH+s+1ol5bty+78AgEFn1/B71Pw+4Pv3a4A1/5uC+XlXa8RNXiQKdhqKt/O6JE29Mez4k1DoCcQUKh1B3jlmzLuez/81vlt0WkkRqQ0dO03KIqx6Waizce+r94MRgFsL/fw05WHcHfWrLCbJsbr+NVIM1MtHlUtEsMNRgH86Jc416nnWH8bXTfc5eLeg0cY7G3/mO3JYFSjr6tsFNp0/ODQU9uF7oXjSnxk7m3+LC2CUYLQe/Kv/EdfZ6HHfP3Y9X2dBUHol36dPrCCUQ8cEMGocEVWdWCV3n33XT766CMefvhhvF4v3oabXr8/WKOprq6O2NhYAMrLW9cuLi0NFvbGx8cfpxwfE6irx77LhX2Xi+pMA5XDw+veLm+/+sDT8VSsl3klJYpDxq4fUpOdPu4ocWJMdPRcxsKgKAqHqvx8e9DHt4d9fHfIx/7Knu2mTyPBuQVWfjnLgc3UMzWkvX6FshofJbU+Sqp9lNb4KKnxUlrjo7jGH/x/tZcKp5/eDD3X1fvZuKOWjTtqkRRIjdYzZ4SDsYOj8PgUPA0BJLcn0PC+4f+h9wE83jb+7wmEpnm8Cl5fz+6Ex6vwzdYavtkafIiPMsmMy7Pyg8VFud+PLBMKFoUCRw1/FQUUjr0PTe/RHKrjV2DDoVo2HKpl+eeHSbHqmZURHGtqsN3A6U9t64Ncdd3Wonq2FtXzr3VHSbLqmJ1lZ062jUmDrLy7o4Jlaw/1dRZVq3H7eauwgrcKK9DKMDHNykkNrabS7Abu+PwA3xWpK/iIBHuq3Dy+qYjHNxURbdRy0mA78zIdTEuzUl3v5+oX1LdS6mt+BTbsq2XDvlqWvXeI3HgjJzUEpkakmPl4SxX/eL3/HGvV9X7e+raCt76tQKeRmJhjYfYIB7NGBMeZWr5pH9+WqSywjAA7q+vZWX2Ih388RLxRx0kpMcxNjWZqooOqej+/+V94LUf6ki+gsG53Det213D7uwcZnmQKdec3NMHEmj2V3PF5x93MRZJqt5/Xd5Tz+o5ydLLEpFQr8zLtzMlwkGzRc9WHhWwu6z/XtUqPj9f3lPH6nrJW3flZfTLPvXAoGChqCBg1vvc1vPc3vPf5FAL+Y+9bpm02z6fgDyhhxUTCsW9/Pfv21/O/VUcxGGRGj7SGWk2lp6nrclFRFOo9Aapdfmpcfqrrg39rQv/3Nf+/y09NvT+Uvtbl7/F7Iq9fYeMBJxsPOGFd8JkuM87AuHQz4wZFMS7FwKBoFd1Jd0BRFIrrfOys8LCr3MOusnp2VXrZVeGhvJPxV7trepKOq0eYmZjQELCu6/kuGrb7JVZ6Nbzm0/RIIOpnFZXcWFSCoQ/quOoVGFHlpUov86M9vFb1eneAQRH6bC0IA1a/rAovCEJPOj6DoQiRrF+2jLrxxhtZuXJlh2muueYannvuOcaOHctDDz3UbN5f/vIXXnnlFdavX09UVMfd5vV0yyiAcfJInIk6SsdHHaviqkJiuY+Jha1r4/ZlyyjXUInn0yy8nhyFpxvdm8ys83JrST16QEpyqFuomy2jAorC7gqFb48qfHs0wLdHApT0fCOokMlZRm5YEENWfDsPSi1aRnn9CmW1Pkpq/JTU+Cip8VFa66ek1h8KPJXU+Kjs5SCTWrpaBX0vfn7HW0Ue+Hp2KLQ+o5clvF1roBRxzDqZVIeOHWXht0yIREPjTJQpXop6sz/Q48SgkZiQYOGb7/tPAXRH4i1a0ox6tuwaGBe24WlmDqbXctjX/y8GZq1MvsPOF18OjOtAql1PXLyWDWVtd23V34yIN1OCiyLXwCjkzfLrUV4aGPsC4DVJRCXqSMswEZ9swBqjxeVTQoGkpsGlGpcPXz8qMdBIMD3bwuVTYpkwqJObuEAAf0DhUE0wyLSz3M3uCg+7Gl61YXSb3BPmpupZMsLMmNgWPSXUqftN7axlVJlf4Y06P69WedkS6JlWclFKgL+5q1iwp0RV+t5oGbW+2s4HSUaOmMOvEDl0mwtbG+MDi5ZRgtB7Jl4xcFpGbXhCtIwShK5YknZrX2ehRz108Ja+zkK/0y9bRi1ZsoSf/vSnrabffvvtAPzpT38iJSWF0tJSVq5cSUlJSagVlNPp5L333mPmzJmdBqJ6S31C+IEoFIWhEVRzq8og8b8RFlYPM+Pu5lgoJ9d6+VNpfa8fjN6AwrZShe+OBvj2qMLGowGqjkOZXFq0luvnxzBraPOuxqrq/Xyzz9UQXPJT6lRCQaeSGj8VTvXjHvS15Ggd2cl6vts0MArSgAFVa8vjV5B6aZDq483pDbCjxBXsI2wAKCytx29QBsT+uP0K6w7WYBgIOwOU1PooK/P1zxulNmw96MRp9YClr3PSfU5fgE+OVKIjssYv66pDVR72u9wwQCpAbClxoph9EFlDZHXZfqeH9L7ORA9yxcqUx8GB2nrY0ftjHx0PeUlGFo+OZuEoO3HG1vc7Hr/CvkoPuyrc7Cp3B1s7lbvZU+np9e72OiIBC9INLBlhZlh0z//auBWFj+sDvFobYG19gGAHhj3zG53n93K/u4IMxU9fPbEc1OhYlW7uUvd8CUXeNgNRgiD0sgH0jC0IQtcc5568hQjUL8tYMjIyyMjIaDXdag22fsnPzwfgV7/6Fe+88w5Llixh6dKl6HQ6Hn30Uerr67n+1crcTQAAeu9JREFU+r6pxaCLj6Yk3EAUkFrqw1bf9zfMtTqJV0dE8dqwKOq7cOPf0qIaD38oc/VKeUW9D34ok/i2VOKbcg+bixVcXRs7uUtMOomfT7Vw4fToNgda3l/u4/r/qatJGIkkCaYOsXLulDimDbXy33dLBlQwSq+T8Im7ZUEQBpKBEZMWhONKGRjx9RCpD4MvPSk2SsuiUQ5OH+tgSKIJCFZY2VJcx85yD7sr3OxsCDztr/IQSbutkeC0wQZ+OdxMjr1nH8cVRWGTR2FlrZ83nQF6uMdxAM7z1vEnT3WfVgf4Rm/iOasDrxT+CWpwBUg72P9bpAtCfyRF0LVYEIS+IS4DQr8MRqmVmJjI888/z913383111+PoiiMHTuWp59+mpycnOOeH12cA+vE4cEnkHZoXAH8xuY31VJAYciBvm0V5dRKvDYsipXDo6g19MxT+dnVHn5b7uqxOvTVHthYKvFdicw3JRJbKyR8gcbP+vhe7haOMHHtSTYSrBpoIxAFEGfpn1WGHVEazsyP4SeTYkmLNYSmG3T9v5QzNcHAnEkO5hZEc9MX+9l0tP93z2XWyUxItvDZrv4zTkxnkqw6jvbCGAp9QZbAoJNx+vu+skFPMGvlPqsh3RtsRhlnL48PcjwZ9TLOAfIN6WVpQD3ImPUyNQPku5EAk06DMzAw9mew3YBC/+/eMipKw+QCB/40Hf/9sfWYuv2BTiNx0lAbp49xMDXHilaWeODLIu5Zd5Sd5W4OV0f2vYFOhjOzo/jlUAODrD37HHDYp/BanZ+VtQF29/D4qo3MSoC/uqs43d93XaQGgDfMNtaYW3fBroqikLXbg2bg/LQLQv8ykG7eBEHoEtEyShhQwahnnnmm1bTs7OxWY0b1BW2sHWvBcKQOurSzb6tHV+endELzPnQGFfuIcvfN2erSwJtDo3h5pIVqo/qw0WCnF31AYYel7fGRflbl5tcV7m5V0i6th29LJb4tlvm2VGJHpYTSC9W+JcCog3oVz7fDk3T8/mQ7Y9I6H0C3vwWjxgw2c87kOOaNsmNoo1WcQd8/qw4nx+mZMymaOQXRDBl8rCtF+cv+G1yLj9IxJ9PO3Cw7k9OtlNR6mbdra19nq8vMOpmpg63MzrYzM9PGW4Xl/OuLI6GbmICioCjBZ5vgX4WAQmhapLEbNczIsDEr086MDBtL39vNtjInCsEbs0DDIHCN71vuV6TdvGXYDcwebGf2YDvJJh2X/mcnitL0O2jyXmm6D5G3PxoJxqZHMTPHzsxcGxsKa3jig6KG/Lfej+bvldB3GAnj+AFYjDKTh9iYPszGtDwb//ftDgqrnMe+B4LnTqBp3kPfS+O0hv3r650BUs0GZqVEMzs5mnS9kV+8sCuU/8bPveX7xvMn0OR7ioTjTgJGpZiZkWNjVo6dr4prePCbI6G8KQ3fjdLwPbV5PvXtLjRj1WuYkW5j9mA7MwfZuOrjQjaX9c/x47SSREGilZPSHMxJi8Ye0HDOM9/2dba6xOHQMm1KDNOmRjN2tA2dTubNTeX9Lhg1Js3M6WMcnDLCgc3U/P75i/21fH3o+FceklB/DuplOHdIFD8faSXFokVy90xws86v8F61m1UVbr6o9Xb5mmBFIUqCo0r7975DA15WuCrIUvouyFwvSTxljWGLvuM2WVHeALOLXbyZYgp25dBE0lEfljoRiRKEviJaRgmC0NfPYULfG1DBqEiljbFhKxiBpGk/+GDfXo99l4uADJJPQdE2FIj7FXIPHv9WUR4Z3h5i5qWRFirM6oMmqfU+Lt9fw5ySepbn2NsMRl1W6ebKyq4Foj4v1bGm2MC3lTr2O3vn8NXKMCJRw/hUHeNStYxN1nDDm3V8daD9Pv5izDLXzLZx+mgTsqRuz3QaiWizTIWz5x6Ios0a4qxa4m1a4ixa4u264P+tOuJsWuKtWl75qoIn15aqWp9JL7NwnINzJsUwNMUEHXSFoW8RoDLoJQw6GYO+4aWT0OtlDDq54a/UZJ4cTK+X0euaz9M3mde4Pn3DfJc7wM9v2YY3zBqgCTE65hQEA1DDsszNxvJq9LtpKVS7/chIyFLwWVaWGt4DUsN7WZIa5jW851i64HLN3wfnN1muyfqf2VjCo98UhbUvjXJjjczNsjM3y8HIRHOz4zDVrmfzb8aECmXhWAFKYwF6aFqT+UpD4raWo6FQFJoXioYCJ4rCxf/dwf7Krl2/Um16ZmfbmJ1lpyDd0qyry8smJHLZhETV61KaFKYHGjLb+P/Ggl1aFMjDsSBXQAmO7XTVq2GMvN3CkDgjs7PszM60Mzo5Cm2TrlqfOWNI2OtrGfgIcGy/Ai0KsRWleeF2QIEHvz3Csz90rZtQnSwxMdkSCkBlOpoXCn36u1Hd3p+m35nSMrjQ5LtUFPAFFC59ageHunisOUwapufYmJljZ1q2Fbvp2G9LboKJC2YkdG1/Qvk89v/2g1pNjrXD9Sx9bFeX9gUgI8HAjGF2pg+zMTbTgq5Ja+zHZw3v8nobv6Pmx5VCoMk+Bt8rzb63f289yHM7j3ZpmxoJJsTZmN0QgMq2NR978YOlI7u8P437FGjxvTQ974+9D87zBRQueXoHh6q6dqzZjBqmZVmZkW1jeraN2ChdaN6IZDOXj1F/XWtzH1qc763OIZqfQ9tKnVzxRtevaznRxtB1YHxS82Pt0TlD8R3nJ81HtxzhP9u6dqw59FpmpdqZkxbNzBQ7Vv2x60C9y8/8eXFotRIaTfCl1UpoG95rmrxvTKPVymg0hN4H54Om4X1b65KbrlcrcfOt29mxM/yAXkK8nunTYpg+NZrhw6xoWvTIYDV2vTKUVgarSYvNqMFq1AT/mpq8N2qwmrRY9RK2hulWowaDVubch7ZT7VIfyEi26zhtdDSLx8SQEWcApe375awYY68Fo2QJ0m06sh0Nr2g92Q4daTYdc1/Yj9Pb8TFu1kqcPzSKy0dYSQjjeaojAUVhfZ2XlRVu3q1y09XHCA0KMzUBztL5masNcJ1Lx1Ff23k8x+vkz54qTN3Id3cVabQ8Yo2hWKvrMF1ivY95R12Y/QoxngDlhmP7ZHIGSD0U2a3nBGHAE4XQgnDCU8SF4IQnglG9TBttxTZpBJK2/QcQ2456bDuC3R3IATAVeXCmBrs/yzzqxdjJg05P8smwbpSGt2ckUBql/qEpyeXjkgM1nFJUHzqo5DayvaTCxcVdLMQB+KZSz6rDPfsoZNLCmESJcUky4zNMjEzWYtQee3D3+hW+P9p2IEorw8/yo7hymhVrGC3HGsVbNKqCUdFmDfFWTYsAU8PLpiPOoiXOqkHfoktARW7+/0BA4Z1NVZ1uLyvBwLlTYlk4zqG60GJWvp23Ro8MBou0UofB157yxMojqgNRcQ4dJxU4mDspmuFZUcidjNs2MbWL3X90Ub03wP+2lqlOL0uQn2JhTkMAapDD0G5aSZLQa7sS/u26dworwgpEyRKMS4kKBmyybeTEGtsMEnaFJElNekft2jr/+uGBsNIbtRKTB1mZnWlnZqadFFvnrSXD0TSw2TBF9bKVLh8rC9UfawDxZi2zBgULnael2bDoe/b87s7+vPVDRdiBqLxEEzNzbczMtTMqxYwmzHEcOyM1BJuBhjER1a//76+Gd6zptRL52RamNwSgmnaf2pMavyMk0Kjcnwq3l1V7wwt6xhp0zEx2MDslmmmJDmz63rtVbbw2qP2O3vihPOxAVG68kZkNwc6xac0D0T0h3H1o6i9b1VVMaaTXSExJtTJ7sJ1Zg+2k29o/1mKNHRcY97Qaj4+Vu8M71rLtRuamRTMnLZpxcZZ2rwMmo4bfX5/dE9lU7YctNWEFotLTjA0BqBhyc9quZNMoxqIlLVofChRZTRpsRm2z4FIosNRivlEnqfttDjS/t31tY7mqQJRJJ3PycDunj40hf3Dn92oA2THdv+bpZIlMh46saAM5Mfpg0CnGQIZdF6wM420ewFi739lhIMqik7homIVLh1uI6Ubwr6k9bj8rK1y8VuHmsLfrFdmGycEA1GKtn/gmjwlHA60/a5MS4DZPNWf66ru8vZ6wRWfgP9YYXHLHz1p5VR6mlrhDYxEnuPyhYJQUUMja7W7z+VQQhONHtIwSBEG0jBJEMKoXaR0WrJNGImnb/5itu1zYt7uaFR9EHfbiTDWg9SlkHz4+raL8Enw5QsMb03SUOtQHVeLcfi4+UMOiIie6FheUlmv5TZmLc2q6tz/jHV6e6NYawG6AcUky45IkJiTLDImV0DU+7Ea1LjzZXupvs4u+aVkGfjfPTkZs10+jrPhgAXW8RUucTRcMOFm1JFi1xFk0xFuDLZx0TQMJHRxPndmwu44jlW3XCNRqJOaMsHHu5FjGZ3ZckNEWg05us/u+3uJyB3j1g44LnmLsWmbnRzN3UjSjctUVavSV/35fQnl9+63vINhd3fRBNuZm25mVYSfaFJmX8ICi8MAXnddOtxo0zMi0clKWnemZtojdnx+LnazZWdlpuhSbntmZwe73JqVbMR7H8yEcT2wqoq6TgiwJGJVgZvZgOycNtjM8zqy61efx5A8oPPjJkU7TmXQyUzKtzMy1MSPHRmIPBwd7yo8HnXz0Q+cVBhLtOqYPszF9mJ2CHAsmQ2R2+/pE4WHqfJ0XQI+Mjgq1fhoZY4nIY80XUHjw086va0atxKQMK7Ny7MzIsZFij8xjbUuJk/d2V3aaLtmiC7V+mpJqwxSh17VnCouo8nR8rLXsfm+wteOuvvrSCy8d7jRNbo6ZaVODAajBg9RX1BqZGsVbvx3RneyFRVEUXljffuBTAiZmWjh9TDTzhtkxh3k9yw4jAG/WSWRFG8iONpATrSOrIeiUbtOFFSh+f2/bgUKHQebS4RYuyrNg64Exdqt8ft4sq2dlhZuNzo7vETsSJ8PpURrOssgMq217DNGWXfTlygFW1JaRo3R9u92lAGtMFt4w21A6+F2QFIWpJW6GtxgzLMHlZ5s9+D7lsBdzvSj9EoQ+Fyl9WQuC0GfEZUCIzJK/CGLQRatKF6U4mv1fshvRT85C0rX/QBW9103CTjdSi9Yspgo/ZV6FoUUe7ArQyTOZKYwRWPXa5g/qAWB9npZVUwwcjVH/0ORw+Tlvay0/9ToxBGhanT2kcZKkKPxudxVnGbTBpkSd6aDW25hoPzIKgTBq/yaYFManaBiXJDMhSSIzWgqroGvT4eYPYYMcMr872cGMHJWFGB3sz51nN+mS5zi0JHrtm8pW05LsOn4yKYYzJ0YTZz2+NZm74+3Pyqisaf2A7LBqmZUfbAE1Zmj7NZ0jicsX4LF2uueLM2tDrZ+mpFubdVcXqd4trGRHaduDW2fGGJidZeekbBvjUpp36xSp/vVF28EOjQTjUizMygx2J9iTrbl6S3m9j6c2F7c5z6KXmZFuZ/YgO7MG2Yg1R/714K0fKthT1vbYG+nRembm2pmZY2PiYEurlqOR6OH32j7WZAlGD44KBaByk/vBseby8syOtvfHotMwPTHY+mlmsoM4Y2QGbJp644dy9pa3faylOfSh1k8Fgy394jp9/4a2gx2yBOOTjnXDOSQm8o+1Go+Px7e2fax11P1epNq5q46vNlS2mi5JMGK4lelTo5k2NYakxN5pBdnTNh90svVI65Y1g2P0LB4bw+LR0SQ7un4NaKtllN2oISfGQFaMIdjKKdZIdrSeJKsu9AwgBcJoXdTkHt0fUPhgX/NuAeNMGq4YG835Q8xEqQjYKv72AzzegMKnFU5WFdfyQVkdXe0gQy/BPIuOsxw6pkdp0Taex20El9yKQmmTGNVPTHCLVcYs64HOvxs5Wt0YWMZY9S2srFX1PKxN5AtNxz0VmP0Bzi2rYbDHBy0ezXSKn08wkeLxMaHKh2xWt+0qT192SCgIA5toGSUIQkB003fCi/wnsn5IshnRT8nsOBC1z01CoavNkIqkQPR+N0Mqeq8mmgJ8k6Nl5VQ9B+PVB0Gs7gDn/FjL6dvrMPoVDBntF1DICsiKwv/bWcUppfWQ3v1uz6w6hSFWP9tq2j90B1sVxscrjE8IMD5eISUK6Ebt140NwagoPVxVYOKCcQa0lsitTduemno/H26pDv1/6hAL50yKZsZQK5oOupGMRP6AwovvHCtQt0VpmJXvYE5BNOOGWdH2gwBHU69sKaWkSY3XnBhjKAA1OikyW6S0xx9o3ipKK8PENAuzs+3MyrKREd2/zp0fipx8sOtYSxW7UcPMjGDwaXqGDbuxf/2MPrbxKE7fsQK47GgjswcFWz+1HPMl0rVsqaKVYcIgSygAlRFriPhC9Ka27K/jk63HrtF2s4apQ21MH2ZjylAbjqj+daw9uu1Q82PNZmJ2cjSzU6IZH2dF10l3S5HE61d4qK1jLTsYgMrsZ8fa98V1fLD32HXNYdAwc5Cd2Rl2ZqTbcPSz61rLVlFNu98bG2fp8a4Re9sL/z0WKNRoJMaOsTF9ajRTJ0cTExP5gduWXvzqWKsoq1HDgpEOTh8Tzei08FvhtyXJouPS8bFkOAxkxxrIduiJMWl67ZzcWOSirD54vCVGablqXDTnDLNhbKM7v674rtrFkq1dGz8UYLxJw1l2PafadNhV/qYXN5w+RuBWG/zE3LfnTJFPxy26NPbJHd8zZgRcnFlcj93fdmAxzufH4g9wVnkNh+gfwVtBGPBEGbQgnPBEyyihfz1t9gOS1RAMRHVQ89Kx3/3/27vz+Cjq+3/gr9n7PnJBQjiSEHIRknAECBARFBGLB+pXBKkKVtEKVqSttlaL9WetiFRQ631ARcSrSCsKiEcpCl6lCCQod+TKfSd7zPz+2GTJsUlmkw2bTV5PHnmEnXnPzGd2ZzYzn/d8Ph9E5flORDWK+LEeKnvgEwQSgD1xSrw7QYtj/eSv3+AQcXVeFa7Mr4ZR5hg9GlHCgwfLcGGJ7xYSnTXS7vQmowRIGGaDN/GUFSkhwsfDbJ39rpMkCXtOuXB5qgaLJugRYVR0aX3B9OH/yqFTKzB7vA1XZ4dhYHjoVWg0+vybMpRXuTBjYhimjLVjdKoFqvM8JlKgOFwiXv7mLEbHmDA1wYopcdaQS9g09eHBMhTXuHBlWhgmx1swYYgF5h7ahZgcT31xEkkRekyOt+CCeCsy+htDorWdL8U1Trx1oAiTBlpwYcOYL4PaGfOlp/vn3hJU17txZUYYLki0Yny8GaYQPtae3XIaw2L0mJhiwaQUC4YPCt1jrbDWgXeOnPWM/RRtxwXRdgwMwYc4Gm38XzFqnSJmZYQhd6gV4+NC+1h7cvdJJIfrcWFD66eMfqF7rFU6XFiTdwY5/S0h0f1eR04U1GL312WYMN6OCTl2jMu2w2wO3du14ionPs6rQG6iGZdnhuGCYZaAd+ksCALuuyDm3AR/Wjx1wrYjVYg1q3DbyDBcmWSGRhnY/Rlt1WGAVoWf6uU/lDhAo8SVFhWutKoxpBNjOp4WgQQlsNoGDFMH97tgT70RD5XEoVzR/nE/3l2J21xncMTddi8mAoDZRRWIcIn4KcDlJKLOEbr3K5qIQgC/BkiQJOYk22PSJ8qKi9dNhGDSQjMhDoK27a6NXMdKkJYnb+jvdJnJqDRLx8keCRKOxANfXuLCoRj5Nyk6p4grD1bj6rwqmB2tDxVDOy2jqpUCjO5zyyhltowSomztzv+6RIWdxRpkDVIjI0KCnKE/JJNJ1rZhbN5/Q61TwqFiN4b3b35DJOn96L5BJ7NSRG43fX6MGSU1efJ8X0EthvbT+q4EkPuEuuDHDXc3PvV+/FQd+kdooOmhY1f4o7LeDadbRFgIdIkmx6kKB6JM6pCt2GzKLUoorHaivzl0E7dNldS6oFMJMLTTajeUnCp3oJ9FHVItB9viFiUUVTjRrwtdVfUkJfVO6JUK6EOs1W1bTlU40M/ce461szVORJt6x7FWVu+CUkBIdL8nR2FRPUwmFfS6ED93GhJCp8oc0KgEhJsCcI0jyay6kJmM8qubPte5xNDukzXI6qf33ZJYbsuo+vbv3Z48WoKnT5S1G2NUCJhu1+GqCD3GmDRQ1MjrAk8orWg17Se3BJvgWWczRe2XoZFYUCorznG47TJKEvB+dQSeKR8Adzt3yoIkYba7GDPdpRAA5BWGydr2nnL59277y+QdG6+c+qPsdRKRR87/rQh2EQJm54Z7gl0EopB0XeQDwS5CQL1Z+FCwixByesedWw8gGDXQ5LSfiHIfL4Vrz08QtIPOY8k8/pMLfHKxjAGoGmhcEmb+UI1rD1TBVt+5vHXTRFQgjQ5zYXSYCwi3dMv6m9KrhVaJqFCVFtt7+j8fFB26Tz235Gk1FOKVTk1Ey8kOhwilQug1iSgACNP3ju+yRtHW3vPZKBVCr0lEAUBYO9dCoai3fa/1lkQUANi0vet7LTIidFur+tKVsaB6quwYmQMPdcEV/cw+k1ECgByLBleFG3CxTQtDgFplDQhyF70OScDqslhsrglvN84gubHIdRqZYk27cUTUc3HMKCIS+T3Q5/WuO7ggUZss0OTEQ9C1k4gqKIXzvwXnsVTNpe4FPpsCiB3UeatcEibvdeLmoyUIr2PjSSIiIiIiovNliF6NkRYtvq2oBwAk6FS4KlyPy8P1iO5EN3w9WYlbhWUlQ7DP0X4vFjGiA0tdJxEtdX1cLiIKInbMRNTniSE58AkFEpNRXaQ2mjHkgssh6NtJRP1UBud3wUtEAUBYqYCMbyV8N8b3fKVbwqTvnbh8lwPhlRLCY5iIIiIiIiIiOt/mRFuQaqzHVTY10g1qCL2gm9CW8hx6/LE4DkVi+y3oRrqr8EvXGRg4ygRRyGPLKN/cbjeef/55vPfeezh58iTCw8MxY8YM3HXXXdB1MOyDv8uuWbMGjz32GFJTU7Fhwwaf61y/fj3+/ve/4+jRo7BYLJg6dSqWLFkCu73tcfqI5GJOmpiM6gK1wYTBky+H2tj2WEjuk+VwfnsCPSHxO+kzAXuzRLhU525mBFHChP0uXPFlPaLKe0AhiYiIiIiI+rDLo8y4PMoMoVbeWFChZkuNHStLB8KJ9rsavMpVjGvcJR1EEVHIYJWTTw8//DA2bNiAO++8E9nZ2fjhhx/w2GOP4ejRo/jb3/4WkGXLy8tx3333YdeuXVC1Mw75iy++iOXLl+Pmm2/GH//4R5w6dQp/+ctfsG/fPmzYsKHdZYnk6Gsto+bNm4fdu3f7nLdw4ULcfffdsmIa5eXl4YknnsA333wDl8uF9PR0LF68GNnZ2c2WKygowIoVK7Bz507U1NQgMTERCxcuxLRp05rFlZSUYOXKldi+fTvKy8sxePBgzJs3D7Nnz24WV1tbi1WrVmHz5s0oKipCdHQ0Zs2ahdtuuw0KhX9XavwW6SSV3ojBky+Hxtj2uEXuUxVwftMzElEAYC0XMHmvE9uyPE+fjc1z4sovHIgp4VNmRERERERE1H3cEvB8eQzeqY5qN04riVjoOoNxYtV5KhkRnQ9sGdXaiRMn8MYbb2D+/Pm4/fbbAQCjRo2CKIpYtmwZvv76a4wePbrLyz766KM4ceIE3nnnHcyfP9/n+qqrq/H0009j+vTpuPfee73TLRYLbr31VvzrX//CFVdcEcjdpz6oL7aMSktLw7Jly1pNj4qK8ivm+PHjmDt3LuLj4/H4449Dp9Phtddew/z58/H6668jIyMDgCf5PGfOHOj1eixbtgzh4eF49913sXjxYqxatcqbkHI6nbj55ptRVFSEX//61xg4cCA++eQTPPjgg6irq8NNN93k3fZdd92Fr776CkuXLkVycjK+/fZbPPnkkyguLsb999/v1/vBZFQnqHQGTyLKZG0zxn2mAs5vjve4s2zmLgcqDAIu/9KBgUVMQhEREREREVH3e6hkCP5TZ2s3pr+yHr+qPY3BkuP8FIqIzp8eVj/WE3z88ceQJAkzZ85sNv2yyy7DQw89hG3btrWZjPJn2QsvvBAPPPAA9Hp9m2VpbEHRcn25ubmw2WzYtm0bk1HUZX2tZRQAGI1GpKendznmmWeegdvtxnPPPYewsDAAngT0tGnTsHLlSrz66qsAPN1xnj17Fps2bUJiYiIAYPTo0Th06BAef/xxbzJq06ZNyMvLw/PPP48LLrjAu76CggKsWrUKs2fPhk6nw65du/DZZ5/hgQcewNy5c71xZWVlePnllzF//nzExMTIfj+YjOqASdu/2WuFVot+EyZBbW67az7F2TrodldCEH33p2pRy2u+ZlbJSxbplW5ZcQDQ3+nEPVsaBn5tp3tulU7etgVd+318N1+pzAF3VTKb9wl+NAOU22Qw0HHBFirlJCIiIqLeQe71p+jHg3Fyr/tlhvlTDSLI3R+59zodjJHUjEvmfZ5WZpy+/bFHmjEbZIUJ9npZceooFy5WV+I/R21txmSZqvDHuAKoj8pLRMXUVMuKK3PKr/aodbc9FjQRdQ1bRrWWn58PQRCQkJDQbLrVakVUVBQOHDgQkGVbds3V1voAeCuvGwmCgPj4+HbLQiSXyKR0p0iShG3btiEnJ8ebiAIAjUaDadOmYe3ataioqIDFYsHWrVuRlJTU7FwWBAGXXXYZHnnkEeTn5yMpKQlbt26F1WrFpEmTmm3rZz/7GTZv3oydO3diypQp2Lp1q3f5pmbOnIkXX3wRH3/8MebNmyd7X1hT7QeFRoOonIntJ6IK66DZVQyBjY6IiIiIiIiIAAAX2itwQ79Cn/OujizG40OPwaaS/6AlEYUYqRf9BEhxcTFMJhM0mtYPKtjtdpSUlHTLsm2tr3FZX+trnE/UFVIv+3e+nDx5EpWVla2SxYAngSyKIg4ePAiXy4XDhw+3GQfAm1jOz89HQkJCqzGffMVFRUXBZrM1i4uPj4cgCH4nqtkyyg/G2IHQWNoeI0pRVA/NrhImooiIiIiIiIhaWBB9FodqdfiiwvOAp1oQsWTgKcwILwtuwYio2/WlllFOpxPHjx9vN8ZsNqO+vt5nMgkA1Go1ysvL21y+K8u2tT4APtepVqu984m6oi9WmZeWluLee+/Fl19+iaKiIgwePBhz5szxdnknJ6ajZHFjTEVFBZxOZ7txjYnqkpISJCcny4rztT6NRgOTyeR34pvJKD9UHj4EhVYL67CkVvMUxfXQfFkMwd2H/roSERERERERyaQQgPuHFOD2/HhUuxX4U/wJpBlrg10sIjofxL5TX3bmzBnMmDGj3ZirrroKOp0OTqfT53yHwwGdru3uVbuybFvrAzyJtJbLdmZ9RL70xTGjCgoKMG3aNKxYsQIVFRVYv349HnroIdTV1WHBggWyYhwOTxfGbSWLAaCurq7DpHJjHNB2QttXnMHgu/tmtVrtjZOLySg/lR/YD0gSrEnnMof1JSWwflnHRBQRERERERFRO0xKEX9OOA6dQkSE2hXs4hDR+dKHqsxiY2O9YzC15/e//z0qKyvhcDhaVQoXFxf7bLXQKCIiotPLtrU+wNMKwtxieJLi4mJERkb6tT4iX6Q+NmbU6tWroVKpYDKZvNMmT56M6667DqtWrcJ1110nK0ar1QKAzwR0Y6JKr9fLjgPaTmjLjWuM9TdRzTGjOqE87wDKDuwHANSXluDsF/+B4OpbJxMRERERERFRZ8RqHUxEEfUxgtR7fgIlJSUFkiThhx9+aDa9qKgIRUVFSEtL65Zl21ofgFZJNLfbjR9//BHDhw/3a31EvoiQetVPR2w2W7MkEwAIgoCpU6eirq4OP/74o6yYxmSwry7xioqKAACRkZGwWq3QaDQdxgGeBHRX4urq6lBVVYWoqKj234QWmIzqpIqD+Sj+7luc/WInJBcvoomIiIiIiIiIiHySpN7zEyAXX3wxVCoVNm7c2Gx64+tLL720W5b1JScnB1artdX6tm7diurqar/XR+RLsJNH5zsZJYoiXD7yBo1d22m1Wlkx/fv3h91u99niMj8/H2q1GsOGDYNSqURiYmKbcQC8ieqUlBT8+OOPEEWxw7izZ8+itLS0WdzBgwebxcnFZFQXVB8/BqmNZmpEREREREREREQU/NZMPbFlVL9+/TB//nz8/e9/x9/+9jd88803WLNmDVatWoVZs2Z5WysBwI033ojc3NxOLbt3717vj8PhQG1trff14cOHAXgqvJcsWYJt27bhkUcewddff413330XDz74IMaNG4epU6cGbsepzwp++iiwP+05fvw4RowYgRUrVjSb7na7sW3bNthsNmi12g5jhg4dCgC45JJLsHPnThQWFnrjampqsGXLFuTm5sJoNAIApk+fjoMHDyIvL88bJ4oiNm3ahOTkZMTFxXnjKioqsH379mbb3rhxI8LCwjB27FhvnCRJeP/995vF/eMf/4BarcZFF13U4efeFMeMIiIiIiIiIiIiou4TwCROb7JkyRJYrVZs2LABTz/9NKKiorBgwQLcfvvtzeJEUYTb7e7Ustdcc02z14WFhd5p2dnZWLt2LQBg9uzZ0Gg0eOWVV7Bu3TrYbDbMnDkTv/rVryAIQqB3nfogOa2JeotBgwbh4osvxmuvvQaVSoWcnBzU1NRg3bp1OHjwIB5++GHEx8d3GKNWqwEAd9xxBz788EMsXLgQixYtglqtxgsvvIDa2losWbLEu90bbrgBb7/9NhYtWoSlS5fCZrNh/fr1OHToEF588UVv3PTp07FmzRo88MADqKqqQmxsLDZv3oxPP/0Ujz76qHe7GRkZuOyyy/DXv/4VKpUKycnJ+OKLL/DGG2/gl7/8JcLDw/16XwSpr40c5qf+tkmy4pKQLXud6WaLrLjhNnkfTZK5Vva2E8LLZMWFx1bLitMO0XQc1EARbe44CIAQZZW3Qpu89xEAJLOp4yAAMBrkra9hEDdZNDLfI6VSXpxKfg5Z8iNWFsGPxpQKNrwkIiIiojaI7T9N2imSzHX6sW1BbpfsbplxDvk9awi1Mu/zZMYJ5ZWyt42yCllh0unSjoMAiCfkrQ8Aqn90dxwE4MRxm6y4/WUy7y8B5FWqZcU9cPAB2eskIo8pFz8a7CIEzPat9wa7CEQhaaLt7mAXIaB2lK1sd77D4cBrr72Gt956CydPnoRarUZqaioWLFiAKVOmyI5pdOjQISxfvhy7d++GJEnIzMzEkiVLkJ6e3izuzJkzeOyxx7Bjxw7U1tYiNTUVd955JyZOnNgsrqKiAitWrMC2bdtQUVGB+Ph43HLLLZg5c2ar/Vi9ejU2bdqEoqIixMbG4vrrr8eNN97o93vGZFQHUsLmyIpLFRJkrzPVLu8CN9Ui74YmySL/pmJgVJmsOPMgedtWD9TJ3raiv8ybgAiZcVaZCSb4kYySmWSStFrZ25adjFLLOy78SfLITkb5k2SSi8koIiIiImpLqCSj5MbKTlrJS7QAABrGCuiIUF8vb33VNbI3LVTITB4VlskKk07LiwMA11F597flP8q71zl8Okz2tn+olHffeMN3y2Svk4g8pkztRcmoj5mMIuqMHNtdwS5CQO0sezLYRQg57KaPiIiIiIiIiIiIuo3AZ+GJ+jxJ6IaHkSikMBlFRERERERERERE3Ye5KKI+ry+NGUW+MRlFRERERERERERE3Ycto4j6PBFsGdXXhXwyaufOnVi9ejX2798PrVaLoUOH4rbbbsMFF1zgjcnLy8MTTzyBb775Bi6XC+np6Vi8eDGys7ODWHIiIiIiIiIiIqLeT2AuiqjPk5iM6vMUwS5AV2zfvh0333wzTCYTVq9ejeXLl0Or1eLWW2/F5s2bAQDHjx/H3LlzUVpaiscffxzPPvssTCYT5s+fjz179gR5D4iIiIiIiIiIiHo5Seo9P0TUKaIg9qof8l9It4xauXIlhgwZgmeeeQZqtRoAkJ2djcmTJ2Pt2rW49NJL8cwzz8DtduO5555DWFgYAGDUqFGYNm0aVq5ciVdffTWIe0BERERERERERNS7sd6WiNhNH4VsMkqSJNx+++0ICwvzJqIAQK/XY/DgwTh9+jQkScK2bduQk5PjTUQBgEajwbRp07B27VpUVFTAYrEEYxe6nSR5xodUCMEuCRERERERERER9VlsUUTU5zEZRSGbjBIEATNmzGg13el04tixY0hJScHJkydRWVmJxMTEVnGJiYkQRREHDx7E6NGjz0eRz5saScB3ohYlUOAyRU2wi0NERERERERERH0Zc1FEfR7HjKKQTUa1ZfXq1SgrK8OcOXNQXFwMALDb7a3iGqc1xoQ6SQIOSyp8JeqwV9JADQm/UpWzVRQREREREREREQWVwJZRRH2eCHewi0BB1quSUevXr8fzzz+PWbNmYdq0afj6668BeLrla6mxa7+6urrzWsZAqwXwqVuHr0QdiqD0Tv8/ZRVs7JCXiIiIiIiIiIiCjckooj6PLaOo1ySjnnrqKaxevRozZ87En/70JwCAVqsF4Om6ryWHwwHAM8ZUe2LEAbK2H2WS/1ZGauX9AQ7XtC43AIgAjkGJPQoVDkEJUWyebBurrkGuvtLnslqTS9a2lWaFrDjB2DrR1yatuuMYANDIey8ljcz1AYBK2XEMAElmHBTy3h9PbGCbp0n+bJuIiIiIqCfy55pWlFlxIchcpx+bllt1KsjdH8mPShgfD1X6XKXMdQpu+fduktsgb50OefeXglNeHAAoHfKemjbXVcuKG+Qqk71t9ixC1I1YB03U54lsONHn9Ypk1IMPPoj169fjlltuwdKlSyEInivIyMhIAEBJSUmrZYqKiprFhIIKCNgrqPC9oEJFGzdaYYILs3Xl57lkREREREREREREvrGbPiJiN30U8smolStX4s0338Tvf/97/PznP282r3///rDb7cjPz2+1XH5+PtRqNYYNG3a+itopbgCHocT/FCocgRKS0PajWgIk3Kwvg17gH3giIiIiIiKirpIAVCkUOKtWoVSlxOjq2mAXiSg0MRlF1Oexmz4K6WTUtm3b8Oyzz2Lp0qWtElGNLrnkErz33nsoLCz0toKqqanBli1bkJubC6PReD6LLFu1AvhcUON7QYVqmd1NXKKpQqLK0c0lCz4nJJTBDVF0IErhRzeBRERERERERD5UQ4FjWjXOqlWtfmqVChjcIm4/XRzsYhKFLiajiPo8UWLLqL4uZJNRLpcLjz76KGJjYzF27Fjs3bu3VUxSUhLuuOMOfPjhh1i4cCEWLVoEtVqNF154AbW1tViyZEkQSt42N4DTagHHNAKK1QIAmeMXARikcOBnWt/jRIUKBySUKkWUoQ6lghulcKOs4Xfj/8vgRqUgIlHS4FcwBbvIREREREREFCLqIeCUQoOTSg1OKrT4SaHBKaUGPym0KFeoAJvv5cKcLvzyVDGi/Rj7iohaYIMIoj6PLaMoZJNRp0+fxokTJwAA1157rc+Yjz/+GLGxsVi3bh2WL1+OJUuWQJIkZGZmYs2aNRg6dOj5LHKbKhXAMY2AAo0AZydGTFVDxHx9GVQ9dLDVOoWEUhVQrnaiVNGQcFKInv8rRJQpRZQpJFQrGp+SqWh3fZNFIxaI4VAp1AEvqyRJ3jHHeovTJ+tQVenCkAQDVCo/RmvuoYoqnPjucBVGDzXDbgrZrzCvYz/V4vCxWozOsMBsDP392ZlfAQHAqAQTNCF+vEmShE0fFyE10YiEQfqQ/26od5WhuO57hOvToVVag12cLvvqQAWcLgmjks3QqkP7WAOAf3xRhJSBBgwb0AuONXcFCmv/h8hecqx9u7cC9fUiRqZboNWG/rH27tdFSIkxIDk69I+1M8UOfP19BXIyrbBbA39deL5tO1EKm1aFzAgTVJ24J+hJzhbW44cfqjEi3QKzObSvb6qdbuQX1yMlXAd9L/h70xc4JQGnRA1OiFqccOtwSG/AyYYEVFEnetaIrXfgjlPFsLlZgUbUFRwziogkjhnV54XsnUFsbKzPsaB8SUhIwLPPPtvNJfKPC8BJjYDjGgGlXcwiXaOrQH/l+X9Cy6EASjQSylRAqbrhtwrNXpepgFpvA6+qLm1PIQE/F+24RDJDgIDuuIxxS8DSd0txrMSFcKMC4UYlIkwKRBgV3teRJgXCrUrYDAooQ6CiwGJVYekv96Ky0oWERCOGJZswLMWMYckmxMTqoAiBfWgq3KzCG58X4r61R5E0QI+xiWZkDzMjM84EnSb0KghiorT47f/7AX960oHhSSaMG2nFuCwr4kI0+dHfpsG1Kw5Ar1Fg/DALclMtmJhsgd0UepWEgiCgptaNBb89gH4RGuSMsmLCSBsy00xQh2CiTaO04lTVTuSXvA6LZgjC9SMQoR8BozomJI+1AZFaXHv/PmjUCmSnmjEpw4YJ6RbYzaF3rAFATb2Iucvz0c+mRm66FRcMt2LU0BA91hRmnKz+CvtL1sOiGYwofToi9SNgUkeH5rHWX4sbFn0PlVLA6AwLJoyxYdxIK2whmvyodYqY/Uw++lvVuCDZigtTrBg9JDSPtagwNd7bVoi/vHgMaUONyMmyYkKWDXGxupA81qwaJWZ/tB8WjRKToq2YPMCG3BgbwvWhd6yFh2nwh3UHcfToDxiaYERmhgVZmRYMTzVDp5Pf+0NPYFAp8Mw3Z7HjRBUSbFqkReoxPFKPtEgdkiN0MKpDZ39+cJVjTfVBGAU1TAoVTILa86Pw/DY3+b9JckEPJRQ99FxyS8AptwYFohYnRC0K3DrPb1GLU6IWbjQpt7bz20mqqcOtZ0qgF1mJTtRlTEYR9XkiW0b1eYIk8a9Be6bafi0rbphJXpdxdRpAGSbgJ40AVwAu7OMlF35tOQu5q4qMlteVn35wxxUStUrgqWw99pjlbbsrzJICd4kRGC7pvdMkqx8bNhpkhUl6PYqq3JjzWjGKqtv/glQIQJhBgQiTEuEmJcKNnt+R3teeeRF2HQxynqRWyssNSyo/csgKz3Y/+7gIf1l2sNVso0mJxKSG5FSK53dEZBfu1nxsuzt8d7gKtzz1Q7NpGpWAjDgjshPNGDvMjORYQ0gkCwHgg+1FeOxvR5tNiwrXYOxIK8aPtCJruBn6EKq4+d3rR/Hhf0u9rwUBGDHIiNxUCyalWpHQL3QqCWvr3Ji9+HuUVZxL+Bv0CmRnWDFhlBVjM62whtAT38W1+/C/wqeaTdMpwxFh8CSmrNpEKITQOdb+32vHsOk/58ZuEAQgPd6I3EwbJmVYMbi/Loil80+dQ8QVD+1DceW5Y82oVSAn1YLc4VZMSLXAYgilY+0Avil8utk0vTIckYYRiNKnw6ZNCKljbcVzR/HPrUXe1woFkDbMhJwxNkwYY8PAmBA61pwiZqzYh+Kqc8eaSatATqIFF6ZYMXGYBRZ96Bxr//m2DPc+cajZtOhIDSZk2TBhpBUZyaGVaLtx2wH859S5XgIEAOnhRkweYMPkATYMDzf22ORAS19/W4b77m/+8KBKJSAl2YSsTAuyMqxITjLKa7kvBrjiQvJjfaKIExUOXPbmD6hzNb91FgDE27VIi9RheJgWwyN0SAnXwqRp5/vN7cdDhC6ZTw/X18kKE2pr8UHtcfyj7qiseAUAI1QwCSqY0PAjNP2thrnaAZOkhElSwiwpoYUAAT6O0aIyefsCQDxV3u78LysM+N3hAagRu/fcHl1Zg5+fLfX5BO+Yz1Z067aJeqPpI+4PdhEC5sP/PRzsIhCFpEFh04NdhIA6XvJhsIsQcpiM6kCgklGVBgFlFgH12sDdPBokCTeJNRhhb/9ivalAJqMAQBpgxMsxEj6xd99hNEhSY6k7ElFo/lRodyWjAOC7AgduW18CV4Due/UaAeEmJSJMqnPJK5MKEWZlw2sVIqxa2I1KqJTtHyOdSUZJkoT779mP777u+FgJC9d4E1PDkk1ITDF3rnuVbkxGAcCSlw7js31t749Zr8SYoSaMTbJgbKIZsRGaHpsAcbkl3Pir7/HT6Xqf89UqAZlpZowbacXYLCtio3t2pefhM3W4dsWBNh98GxCmwaQUK3JTLRgV3/MrCde9fxrPrfvJ5zyFAKQnmzBhlA0TRvX8z0aSJHxz5i+odBzzOV8l6BGmT0OEfgTC9GlQK+R9dwZLwdl6XPfAPrTVa86gflpMyrBiUoYNw+ONHX6/Btvft5/BXzee9DlPqQCyEkzIHW5F7nArYiMC9OBAN5EkCbvPrEC546jP+SqFAZG6NETq0xGhT4FKofcZ11OcPluPGxZ9D7fb9xfboAE65Iz2JKZSEo1Q9vBjbc1/zmLFZt/fayoFMHKICZOTrbgg2YrYsJ5/rN3yhzwcPFrjc75Rr8DYEVbkZFkxPtMKSw/v4ve/hVW45sN9bc4P06pwQUNiamK0FVZtz96f3/7+AL79ru0uuHU6BdKHm5GVYUVWpgXxcQbfrfaDnIwCgBe+K8TyL890GC4AiLNqkBahw/AIHdIidUgN18LcmKAKcjJKkiQ8V30A3zqLOl6gE1SSAJOk8CSnoGpIVClgqnZifLUeka6OH0ToKBkFAP+t0uN3P0SjROqeloMXlVXiyuIKtHWVymQUkf+mp/8+2EUImA/3/r9gF4EoJA20XxzsIgTUidKtwS5CyGEyqgOBSka5BaDcLKDcIsAdoAqKq9x1GAo3EoKYjFIOMEGChI0REt7sF/hDaaxowO1iOHQ+bgO6MxkFAK9/XY0V2+W9X4EQa1fjl9MiMG24ud2kSWeSUQDw04la3HHzf+F0+P85xcTqvMmpYSlmJAwzQqvt4Eaym5NRh0/X4rrleZDbY0a0XYPsYZ5WU2OGmhDWw7ry2vJ5MR5ZfURW7MBoLcaOtGLcSBtGpJig6YHjF7RsHdUWo1aB8UkW5KZYMCHFCnsPHDerps6N2Yv2oryy4wqhQTFa5IyyYcIoG9KGGXtk67yi2r3YW/hMh3ECFLBpExFhGIFw/QjoVRHnoXT+e+iVo/jgi5IO46xGJSaMsGLiCCvGpllg7IGtDWvr3bj8of0oreq4ojK+vw4XNHTnlzqojcrbICus3YfvCv/WYZwAJcJ0iYjUe1pN6VT281A6/z32zFFs3t5x5a3dqsK4UZ7E1KgRZug6+nsZBDUON2as2I/S6o6PtcR+OkxOtmJyihWpMT3zWNvxTRnuW3mowzilAhg+zIQJWZ5uVwf10AcIfrE9H5/8VNZhnFIAsiLN3lZTSbae18Xvj4eqccfi72X3zGQ2q5A5woysTCsyMyyIHdDQmroHJKOcbgmz3jmE/GJ5iZ+WhljUDS2oNBgeoUVa0wRVW7ohGQUAdZIbj1Z8h5Oi7yRuoCW4dbj2rB4JDnnX33KSUQBw8kcH/lAdh31ueb2UyCFIEq4uLseU8up245iMIvLf9LRelIzax2QUUWcMsE8NdhEC6qfSj4NdhJDDZFQHft7/QVlxQy3yKhrcAASbG3uUKlR14WZ+rKIOV6s8F8ixkWWylzMPkvcknnqgvJtzRdS5hNAOowvPRjjgCsA9sADg/4RwXCmEtXlTLZmN8leol/fEtaQ99/SvJEm47/1SbMnr3A2nXBEmJX4xOQxXZodDLWP8MMmfJE+L2L+/fBzrXi3wt4itV6sEhsQ3GX8qxYTBQ4xQNi1/NyejAOChN49j467ijgN9GBaj9ySnEs3IijdCH+TKQrdbws337MPxn/w73nRaBUaNsGD8SCuys6yICvd/UObu0FHrKF+adueXm2pFfA/qzu/v/ziFF9b7brHSFqtZiXFZVkwYZcOYERYY9D2jQtrTOupRVDqO+7WcUT0AEfp0ROgzYNYMgiD0jCTo8TN1mP3AftmJacDT2nB0shmTMjzJqSh7zzhvAOC1j89g9fv+HWvhZhUmNbSYyh5m7jHj50mShF1nHkdFGy3x2mJWxyLKMAKR+nSY1bE95nvgp9N1+Pni7/2qE9dqPN/ROWOsGD/KhjBbz3kQ4pV/n8FfP/LvWIs0q5Cb5BlnKjveDG0PeRhCkiQsuP8AfjhW69dyA/trMWGkpzu/4YmmHtN68vvialz5wfd+L9fPoMbkGE9iany0FaYeMpbRXx4/hG0yErm+RISrkdnQaior04LIjlqFyj1B/UlGNfHf09W47p1DARu7dpBF7Wk91diKKkIHa9NrUrmtqBxOeXH151rhF7pq8Ejxl6iRum/s4ShoMUsxAFmCDYqytlvItVIkLxklniyDQxSw8mQ/vFfc9QcZ1BBxT10Bcl0dbz9ywytd3h5RX3Np6u+CXYSA2bz/kWAXgSgkxdgnB7sIAXWy9NNgFyHkMBnVgUAnowAg2eyECOCQQoH/qFVw+lnJEgE3fqUug6ZhsZ6SjKoXJLwW5sB2s8wn+NqghwJ3KvpjlND+E27dmYyqc0r4odCJb07UY9Wn3dM6yqRT4KaJdlw/zga9RgHIbPEkNxnlcomoqBBRVuZEWakT5aVOnD1bj7UvHg/4w6UAoNUqkDDM5ElQpZoxLNWC6AHykgmiKMHhkuBwiah3SXA4RThcEuqb/K5vOc0loqCoHq9/VtjlsquUAjKGGL3JqZSBBvx0ug51dSJEUYIoecZaFUUJouip9BIlQGqY540RAVGS2ogF3GLDPEnyxnpjROC77yvxn6/LurQvCYP1GDfSinEjrUhpqFirqnPjH7s7l7QDIHtMupbe3FGIghJHp7c7IEyD3FQrclMsGNmkO7//5VXhy+/Km5VNEDxJbAiC9//ecgvwjF4gNN8Xz+uGUQ2EJuuAZzqarKe2TsRLG/yrtG1KrRKQlWZGzijP0/hREeeSHycqtqPOXdJkfIWGsRYaC9Ywxbszja8E4VwsWsaeW15otpznVbnjMAprvu30/mgUFoTrRyDCMAJ2bRKUCs/+VNa48ML7pxreS08ZFE3ed6HF59Pe68ZdUCiEZq+9MU1ev/1pIQrO+u7mUo7kwYaG7vysSIw917Lgq4OV2L6nrNmx0nTbjS1EBAFQNDmWFL7iW+4rAEEhNN93ALUOEc9+cKrT+6JVCxiX7BlnamKqBeGWc8mPIxVbUesqQsvjQYDCe540myf4On4a91nRMKd5fNNjToCAMscRnKn5rtP7o1PaEalPR5Q+HXZdIhSC529lZZULf1tTAEVDkRSCAEHR/HNRKM69783ihHOfmffzavgsPH9iBc+y8ExvuuzGj86i4FTnjjVBAFITjZgwxoYJ2Z5xphqPtV2HKrHl+1IIQsP20Py4alrmpseMosn50ta8Zq8b1q0QBNQ5RTy1rfPHml6jQM5QMyYnWzEpqXnL1n99VoTCEqd3P5r+bvp+eIouNJ/f9Hu6ZWyLlTRd9//yq/DZV2Wd3h+zUYlxGVZMHGlF9ggrTAbPtX29W8TxyjrP33tJglsCJEhwi4AIqcl0z994t3Rumig1j2m2jobfTeOaruPl/adxqqbzf0PVCgFjoszeLv3iLYF7wEMUJTgcIurrRdQ3/q5v/tpRL6KuXoTDIeJEQR3e23g6INseEKNDVqYFmRkWZI6wwGptkeANcDKq3iWisMaFohonzta4UFTjwsvfFeJ4Rec/m44MNKvPJafC1MiI1MHc0UMGfiajqkUnjjrL8UnNceytD3x3fUYoMVMRg1whAqrGvxel5fJX4EcyCgDqRQG/ORKLXVWdbyFlgguPGA9j6Bl53/FMRhH579KU+4JdhIDZfODPwS4CUUiKtuUGuwgBdars82AXIeQwGdWB7kpGuQD8W63Cj0r/nlhUQMIdqgoMUpxLKgU7GXVSJWKr2YXPTS5Ud/EBzP6iEr9WxWKA0PH4BIFKRtW5JBwsdOHAWTf2F4k4cNqJw0UutDEsRJdpVQJmj7Phpol2WA1N3rAOklGiKKG6yo3ScjfKyjzJJW+iqczl+V3eON2Fyorue8rRl3qrEg6rCpICkBQCtAYFogcZYAvXwOlukVhyiXA4Je9vZ3e92Z1k1ClgPC2iVka3bD2Z2ajEmEwrkpKN+MvHnU+k9AQmnQLjh1kwKcWCwuP1eHVD5ytQe4KhQ/TecaYqDU+hso1xdUKBQlAjTJeKCP0IuGqTcO3vjwW7SF3Sz67GpAwbJmVYkX+6Fqv8bKXUkwgCkD7YiNyG7vzO4qk2x3AKBSpBh3B9KqL06ZBqhmHu7T8Eu0hdEhutxYQxNuSMtuG74ho84WcrpZ5EIQCZg4yYnGLF5GQr/t/qIzhw6Px0/9UdlEogM9mMiSNtGDhMh7k7DgS7SF020KTF5AE2DHNooS0RILokGckkNxwOyfO7yXxHJ7p87i7x8QZkZViQlWlFepoZBl3HCTdJklBe50RhtQuFNc6GZJMLZ6udKKo5N62wxoWK+uBdC46PMeD6JAsuGmyEuqMeNdpJRrklET85K3GkvhRHaopx2FmGM+7uOT9VEHCREIXpiv4wCM3vbbojGVV+ogLvFtnxZlEYSlyd7+o5QnDgcdOPSFDWobJAXgtWJqOI/Hdp0r3BLkLAbM5/NNhFIApJ/WwTg12EgDpTtiPYRQg5TEZ1oDuSUTEWJ7aq1SjpRDdm05Q1uEjZvAuSYCSjXALwjQ3YFqvGPn1gmtlkuDRYXGuD0WaTFd+ZZFStszHx5Ek+HTjrwuFid7clnppSKoArRlpw6+RwRFk8N0t1tW6Ulbk8P5Uiystd55JMjQmmMpcn+VTmanPg9J6gaoAG1bE9e5BzfxhOu6GU+ZBpTycqgaqBPaOrnkDQVErQlvXcc8Fft//qffSLORvsYgREWbkJf1l9fbCLETBKnYD6wDQk6BHu+vkm9IvsHcdaRakZT//p6mAXI2CkaCVKrcEuReDYCyW4q3vH97RLL6EwN7QfTmnKvgew7Q92KbqHQiUgLsWAqTMiEBarRWF1Q1Kp2tkk6eRJQjn96dv1PLJqFZiVaMXsFBvibdpOddNX6qrFkfpSHHaU4Uh9KY45yuDsZLeE/hgrhOFKRQzC23ioMJDJqMI6Bd44asS7x/SoEbt2jTtEUYvHTT+in8LzHjIZRdR9Lh3222AXIWA2H/xLsItAFJKirOODXYSAOlv+RbCLEHJ63kjxvVyJBtil0cDRiW4yBgtOXKjwry/8QCtWA59ECdgeKaBMIwAIzI3NzHojrneYoEDgav1qnRIOFos4UCTiQKkb+8+4cKTk/CSeWrp4uAl3TAnH4CZdc32/twq/vufg+S9MN4iJ1cE82oLPTwX3+KS+obc9QuFy9Z4d6m2fjdMlAerek41yuLq/MvJ8EXvZwVZXLwLoGeMvBYLDKaHXPALRuw41iL3s7q8wUwmnUQAMApxK4Agc2L7nJLAn2CXzT2aUDnNS7Lg03gydSv53Qb3owrH6MhypKsQRRymO1JehzN294922lCSYcY1iAAYLfjwo2EnHq5X4+xET/lWgh1Pq+t/nEcoq/Nl4CBZF70k4E/Vovez6jYj8JwWoHplCVy+7Hem5JADHDcBxg9C603wZNJAwW1WFYIyrLAL43gJsi1LgWzsgBnAgcbUE3FZnxUSXvDGd2lLrlJDfmHgq9Pw+XCr5NaB9dxiXoMedF0cgNaZ1SzOrNbRPP5VawITccFwysz9GZFmx7t9F+HxT70hGhZtV0NcoUF7cS5pG9TK9JzXgISh6z02ZFICKIeo+AfzzHXy957ShHq43nTYAIPWaLCGQONSI6lg3ilyhmUgwqhW4fKgFs1NsSA3vuIt0UZJw1lmFw3UlONLw81N9BcQgfSFGK/S4WheP9HptwMYja8v+cjXWHDbik9M6SAE6Ky9Ql+IPhqPQCvyDQnTeMBlF1OdJ56G1NvVsoV0bHiKcAnDQLKBE2/6Fs7rhD7PTx8X8FcpqhAvn94StVAGfRwjYFiXgjIz+1/0VLipwT60d8aK8rhAa1bqAvFJg/1GnN/l0pCz4iaemhg/Q4s6pYciO03sGHvDBZgvN02/gYD2mz+yPKZdEwWo799lpVKFdXRNmUmHKCBsuzrQhK96ExX/IC/lklMWsQs4oK1JSTVj2QUGwi9NlGpWA7KFmGGuAnf8pC3ZxukyvUyB7hAX9IzUdB4cArdKGKMPIYBcjYJIG6WG0qLD7UFWwi9JlGpWA0Ylm9Lf79/e2p1IrTIjQZwS7GAEzOFYHzRA1dhWF7hhLjdRKAaOGmFBYXYPCwtD+GwoAg2N0SM8w4QXxdLCL0mWpYQZcFGuHTivire9Cd9zFuCF6XJAbjsm54RgQo8O8dw6i6KfQ+p5ODtPi+hQbLh9qgUnTdnawylWPIzWF3sTTkbpS1IrBP68sghqX6wZjgro/lIIAOLrnu0uSgK+KNXjtsAlfFQe2K/BZmrNYrC8IyoOeRH1aT6q0IaKgkBCaDxF11rx587B7926f8xYuXIi7774bAJCXl4cnnngC33zzDVwuF9LT07F48WJkZ2c3W6agoAArVqzAzp07UVNTg8TERCxcuBDTpk1rFldSUoKVK1di+/btKC8vx+DBgzFv3jzMnj27WVxtbS1WrVqFzZs3o6ioCNHR0Zg1axZuu+02KJoML+R2u/H888/jvffew8mTJxEeHo4ZM2bgrrvugk7X8UNVTYVmbXgIqVYC+60C6jq40rWJIi52urBbpcSxFsmL4UI9Rivqu7OYXhKAQ2EKfBov4MswAc6OBsv1we4SMKVKie0mN0pVvi82klxqLKmzwern45n3/gfYchwQJQFA99+MhRkUSOmvRv5ZJ4qqOk4GDolQ484pYbgw2dDhE4JGkxJKJeA+D9/DWp0CNpsaVrsatTVunDjmXwsmjUaBSVMiMH1mP6SmW3zum7aburJSKQVoVQI0agU0KgHaxt8qBTRqAXuP1cDVyb4X7Y0JqAwbRiaYoGxyvDfuoyAACoUAhXDu/82mNZmnVAgQFIBCaBKj8KzLE+uZp2iMaRFbWeXCsZ+61rVKTD8tJo6xYcIYG9KSTFApBRRVOJF1oLRT6+vK7cKRM3Uor+naAR5hVmFSihWTUiwYO8wMvUaJf39VBpXz3IN1EgBIEiTJ839JOldwCQ3TG197f0sNy6HJcudW2LgeqSFIFIF9P1R3aV8AICZKg5xRNowfacWIZBM0agUOl41ArSsGTUoMb+HQUE7vJ9F8voRzOys1iYHkazmgsWtVh7sSta6ujh0kwKIZgnB9OsL1w2FSx6K00oXpY3/yvu+A5z0UG95kqdl72/wza9wvsdnnJTUs3/x1y3UcPVWHii4ea3qtAmOSzZgwwoqcdAsibRrs2FeOfuEaSPDsQ+OxJUrNjy1f+9R0n8XGz6vZ/kne/zd+3KLkOdb+d7Trx1qUVY2JaRZMTLNiTKIJeq0Sh8pHos5Vgoate343OWG80xqPPe+8c8dPY9lbHlONsd5lG+Y63BWocRV2eX/M6lhE6ocjQj8cVs0glFW4cfm0k97jy/tZNB4zYpPPo2WM6CmdKDbsdZNYUWq+nHdZ0bPXxwpqUVnVtWNNrRaQlWbGuFE2jBtpRXQ/LXYcLMeAfeWebQFNjq2Gh20ay4EW5fLxumms2HDp0mz/ce5Y23Oi68dapFmFicOsyE2yYFyCGQatEk+uOYGCM3Wtv3sbF5JafEM1Oe/PhUhtLNtynZ7/lFW4cOJ0166XlUogM9mMnCwrcjKtiO2vw9kaB154p3UySiEASkGAAM9vz7WAAKXQ8Le+6W8InljhXGzjvGbT0XDtAOBwRR1K62WOF+RrXwQgu58FFw+0Y2qsHQNMnsr8LYVdPx/bolAAOq0CWp0SWo0CWq0CGo0COq0CeflVnq5PO2FgrA6Tc8NxQW44Bg9q3ptCpPH8JdnD9EpEGtSw65T48if/zh2NUsBlCRZcn2pHZoTvlkRO0Y0d5YdxuLYYR2tLcNbZ/Um2KKUBA9VmfFN3psNYDRSYpo3FNO0A6ITuq0Zwi8Anp3RYc9iEvAr/Pl+L0oVrI0rxZaUJ+2p897yxUPcT5mjP9K7WwkShgi0iiPq8vtgyKi0tDcuWLWs1PSoqCgBw/PhxzJ07F/Hx8Xj88ceh0+nw2muvYf78+Xj99deRkZEBACgvL8ecOXOg1+uxbNkyhIeH491338XixYuxatUqb0LK6XTi5ptvRlFREX79619j4MCB+OSTT/Dggw+irq4ON910k7cMd911F7766issXboUycnJ+Pbbb/Hkk0+iuLgY999/vzfu4YcfxoYNG3DnnXciOzsbP/zwAx577DEcPXoUf/vb3/x6P5iM6kZntcAPZqHDbu3i3G7kOl3QAIgUJRxrkp8xQ8TVqupuv1iuVwJfDFRhe7wKx+yd679jeK0CF1eqMKpGCRUEfGT2/ZTcRQ49bqq3QNWJLhZM6sZEVOCFGQSk9NcgpZ8aKf3VSO2vQZRZAbcETFnV/hOx/S1K3DY5DJdlmKCSmcBTKARYrWqUlPifVFMqBVhtKm+CyfPb89pmV8Pa8NsWpoHVpoZOf+4zffj+PNnJqCHxBlx6eX9MnhYFs7n9r4tBEVpcOtIGjUrhSR5plNCqzyWNtCoFNE3/7+N347JatcKbfFK2837uP1GDeSvz5b1pDWxGFaaOsOKiTDtGxnuSNb6seigJgoBu73akqUefPtKpZFRyggETs+2YMMaGIbG6VmWOsKjx0h3DAlVMWSpr3Zj5532dWjZ5gB6TUqzITbUgZYABihbHwKQxNkwaYwtAKeX79MtSPPjXw34vp1QA6ckmjM+yYvxIGwbFtK6AirddEahiyvZ90QudSkYpBR3C9KmI0KUjTJ8GjdLcbH6YRY0/LhgSoFLKU1Htwqzfde5Yi4nQYMIIKyakW5E1zAStuvk4HRPTrJiYZg1EMWXb9l0p/veq/wkCQQDSBxsbElAWJMboWx1rCdZLA1VM2fYUvtSpZJRS0CBcl4wI/XBE6FKhU9mazbdbFbj71sEBKqU8lVUuXH/H3k4tGxmuxriRNowbZUXWcDP0uubXWhOHWTFx2Pk91j7aW4o9b3buWBs+wIBJSZ4EVHJ062Ptrp8PDFQxZXvwqcOdSkZZzSqMz7AgJ8uGMekWmAzNP5tIvRrfXz+mVSKpO9W63Jj83n/9Xs6gUiA3xoaLBtoxeYANNm3raze7XY3EoUbotApotJ5EkaYhceT9afK6MZmk8THP+1rn+a1qY6yjHw9V4/ZF3/u1L9H9tQ0toMIQH9f2Q14Rhq4lozRKAVEGFSIMakQaVYg0qBFpUCHCoEKUUY0Ig2dauF4FdcM147bD5bKTUXFWDa5PteOqYTbYGs970XcljFIQ8F7hXtSLnU9CtsegUGOIyoI4tRVxGivi1FaYFBoccpS1m4wSAExQ98PlusGwKQLbQqmpejfwwSEl/r5fjROVBr+WjVI7MSeyGJeHlcGglPBtVevllZBwr+EYpmtKAlVkIvIXu+kj6vP6YjLKaDQiPT29zfnPPPMM3G43nnvuOYSFhQEARo0ahWnTpmHlypV49dVXAQBr1qzB2bNnsWnTJiQmJgIARo8ejUOHDuHxxx/3JqM2bdqEvLw8PP/887jgggu86ysoKMCqVaswe/Zs6HQ67Nq1C5999hkeeOABzJ071xtXVlaGl19+GfPnz0dMTAxOnDiBN954A/Pnz8ftt9/ujRNFEcuWLcPXX3+N0aNHy34/mIzqBiKAI0YBJw3t36gKkoQxLjdGuN3etExEi5PyOlUVjN3Yj/VPZgGfxKuxY7AKtZ1o2WJ0AxdUqXBRpQoxrnM3oCIkVLe4H1VKwM31Flzk9O/moqnUsE4v2ky4QUBKlAop/VRIiVIhNUqJKJMC8NG0cN9JB6rqfX8GNr0C8yfZcO0YC7R+DDbsXd6m8iajzBalJ6lkU8NmU3mSSTY1rDZVs2nWMC2MJmWrCnqfFM3LVFLkwK7/lLa7iE6vQO6USEyf2R9JqSbZyZiseBOy4k1tbrs7vLa946c4AcBqVGJqug0XZ9oxMqHtBFRTst7fADp1ph5bPi+WFatWCcgabsaEMTbkjLIhMrzndfP25n8KUVErr/WAViVgTKIZuQ0toPrZetb+iKKEV985KTveYlJibKYVOSOtGDPCArOpZ/2prXIUoLDmW9nxBlU/hOuHI1yfDqt2KBRCzxpwZP22s6iSeawpFcCIoSZMSLdiwggLhvRvnbwNJrco4fkP5XcHZtYrMS7ZjElpVuSkWGDrYcdapaMAZ2q/kx2vV0UgUjccEfo0hOmGQiH0rG4F39p0BtUyW+ApFEBKotGbgEoY3DphE0xuUcKz2+UfayatAjmJFkwaZsGEYRaEm3rWZ3OkoBaf7Gr/+qap+IF65GRaMWGkFSkJxnYffBEEAbrz3BXx+h/OorhOXkIiQqfG1FgbLh4UhvH9LdAq27/+GjPKhjGjbAEopXxvvyuvW8DISA0umBSGybnhGJZolHXORLXRMsqmVSLC6EksRTZLNHn+H6FXIsqohlmj8PvcfPtA+8kMlQK4eIinFdS4mI57S2ikEBQYogtDfk1XWy57WuMN0JgRp7EjXmtHnNaGKJUJCoejVWyeo+39SVPZcbUuDrFKY5fL1JYqB/DOQRXW56lRXOvfZzFEW495UcWYZitH0+dJnC0eXtTDjYeNh5GtrgxEkYmos9hNn09d6f7K32XXrFmDxx57DKmpqdiwYUOzeQUFBZg6dWqb29qyZQsGDz6/D4NR7yOi7yWj2iNJErZt24acnBxvIgoANBoNpk2bhrVr16KiogIWiwVbt25FUlKSNxEFeO5VLrvsMjzyyCPIz89HUlIStm7dCqvVikmTJjXb1s9+9jNs3rwZO3fuxJQpU7B161bv8k3NnDkTL774Ij7++GPMmzcPH3/8MSRJwsyZM5vFXXbZZXjooYewbds2JqMCKdYor9JtoN5TOVErADt0ShR2UNltgIirhRrEa5pXatgkAR/CUxF7ka4COcayDrdtCJffskYVroZLAL6KUODjAUocsHUuYZBQK+CiMgVyNDZoIQAtekGoFkRIwrnWNxZRwN3ojxSNDuignlnStR2QEi0B8O9pwQiDgOT+aqT0UyO1nwop/dSINLVx46lqfUp8eaz1k496jYAbxtswL8cGk66D97CdpMz9fxwKrVaAxaqCSiPvdJR8lLFNQvNtb/2wEO42urQbmmTC9Jn9MPmiSBiMbWzjPCSY5DpRWI/t/ytrc77VqMSUdM8YUKMSzLISUMG07h+n2npQFgBgNCgxfqQVE8bYkJ1phdHQsxICTVXWuvH3z9uvSImweLrfy02xIjvRBH07YyYE26e7SnHkRPst1uIG6pAz0tP9Xmpi+xWbwXa0/F/tzheghE2XiHCdp/s9gzrqPJXMf+XVLqz/uP1jzWpUYvxwT/JpbKoFlra+33qArd+V4vDp9o+1+P46TEj1tH7KiJOXXA+WQ+UftDtfgAI27VBE6tMQqR8OgyqqRyVsmiqvdOHtf7X/AITZpMSYTCvGjbQiO8sKawctioPpo72lOFzYwfdapBa5SVZMGmZB5mCTt1VIT/Tqe6fafdharRIwMtWMCVlWjM+yon9E97Xu6Kp6t4gX9rWfvIm36HDRQDsuGmhHZoSp21tqdcXZwnp8+nnbyY4wuxq5DQmolGST3w8DTRhkxjLNwIYkkxqReiUiDCpoOkjK+aXJw4Jnq5347JjvhEaMSY3rUu24OtneLEnW8tBsbw/j9OGdSkbZlXrE6ewYorUjXheGwVobNAof30E+TpR8Z+tEbqzagmuMCUjVhHe88fYuYJtuukVccbWE9XskvPO9hOrWObJ2pUe4cWOaExP1pQ3Hv63ZfOeRc+9/mMaNJ+KOI9ngBtDxQ5FWnX/dmRORH9gyyqeudH8ld9ny8nLcd9992LVrF1Qd1CndeeedmDx5cqvp0dHRndo/oqb6Ysuo9pw8eRKVlZXNEkyNEhMTIYoiDh48iMzMTBw+fBjTp0/3GQcABw4cQFJSEvLz85GQkNBszKeWcVOmTEF+fj6ioqJgs9maxcXHx0MQBBw4cAAAkJ+fD0EQkJCQ0CzOarUiKirKGydXz71LDkGFCgE7dErUdnATFQMX/g81sPpo8WQQJNgkEWpIuMZQHtDyFRsF7IhT4tNoJco1/t+0akQgp8KThEqo9xzQQoTv9VQ22bc4lxL3VFoQYfVvQDNfEmyAWgE42/juijAKSI1UIiWq4SfS0+JJ0nZ+218eOXdDolIA144yYcHkcIQF4An06JjzVxkiihI++mfzijS9QYkLL/a0ghqaZGpjyZ7p75+dbfVgldWgxIWNCaih5h5dcdbUmcJ6bP6kdauofhEaTGgY/ykjxdRm9zc9TVutopIH6JGb6klAJQ/Qn/fWZ53hFiW89k7rSkFNw5gv40c2VGxG9tyKzaYqHSdQWPvfVtM1CgvC9GmI0KfDrkuBStH17+vzYd2WM6ipa/0HYWisHhPSLZgwwoq0uJ6dHGzkFiW84KNVlEYlYHSiCRNSrZiYZsGA8NA41iocx3G29n+tpmsUZkToUxGhH45wXTLUCt9jevQ0G94/jVofx1r8ID3GjfIkoFKHmaAMgb87LreEZz9pfayplQLGxJswqWH8p9iw0DjWDp+oxSe7W1emh1lVyMmyISfLilFpZhh0Pfehh6be+rEQZ2ubP2gmAMiMNOGiWE8CKsEaGucNAPzj/TOtHoSyWlSYOCEMF14QjuFp5i6dNymRBqRENkkwyEyMdNZ7eaVoujsCgAsGm3H98HDkxnb9702cIRzooKG8RlBisM6OOF0Y4nThiNOFwa7oXKtyp+TGofpz549NqcOV1iSMNQyA0kcrqkA4USbh799J+CBPgsPPIfgmxLjw8zQnMiNFTzf2beQ5G+8VBxpcWDWmBNEV52f8ZSLqAJNRrXSl+yt/ln300Udx4sQJvPPOO5g/f367ZRowYEC7XYoRdYUkdW383VBUWlqKe++9F19++SWKioowePBgzJkzB3PnzkVxsefCz263t1qucVpxcTEqKirgdDrbjSspKfH+Tk5OlhXna30ajQYmk8kbV1xcDJPJBI2m9fWm3W73xsnFZFQASAAOqhX4RqOA1MGTiQlOEbPV1Wivt49BcGE86qEJUPd8BTYF3s3SYM8AJaRO3CDF1AMXlSkwqUIBkyhv+SqF5w5gQr0Wt1aZPK2nAkCtFJAYJmB/kYRIo4CUKGWz5FOkMbCV9ZV1Ir7/yQEBwGXpRizMtSLGpgJktmLqSfZ8W47TJz1PQSenmTF9Zj/kTolsNp5UqCipdGLTbs8XtkWvxIUjPAmo0SGUgGrqjY2n4Wqo2Rg6RI8JY2yYOMaOoUN6VrdOcjRtFaVVCchONHvHf4qy9qzu9+T49MtSHC3wnDfhdjXGZ3m63xvpY8yXUNC0VZRZMwjhOk/3e2bNIAhCaCQ7G5VVuvDWds9YRFq1gNEpZk/3e+lW9AsLvWPto29Kceysp7Is0qr2jP2UakX2MBP02tA71n4sO9cqyqIZiAjdcETq02AJwWOttNyJdzc3fK9pFBiZbsa4kVaMHWlFvxBJRDe1+X8lOFbUcKyZ1chNsmBSkgVj480whOCx9sp7J711W0lxBuRkWpGTZcWwIa3HHOzpHG4Rz33v6RZWoxCQE23FRQPtmBprQ6Q+9L7Xqqtd+NcHngehTCYlJuaE4YLcMGRlWEMicduSJEl4p6GLvgi9CtekhuH/UsMQa2n4bAKQCIvTt26J1F9jbkg8hSFeF44YrQXKlt+j7s5V7ByuL4MLInSCCpdYEnCRKQ4aRfd8D+SdlbD2WwnbD0l+9dSlFCRcPNiNeakOJNrlLegUBQy3OvDE6BLYNBLEik4WmogCi8moVrrS/ZU/y1544YV44IEHoNeHzgMt1DtJfbCbvoKCAkybNg0rVqxARUUF1q9fj4ceegh1dXXIyMgAAJ+JHrXa09K7rq4O9fX1suIAoL6+XnacweC71bhare5wfY1x5eX+NaYJvRr1HsYN4JhVQLG2/YoVhSRhdL0bQ10SVB3cS16COhgCOE6UQpLw34H+fdRKCRhd5WkFlVYjQPAzmVQtSJhbbcDP6vR+L9uRZZOUsGqByMju67u80VdH6zBxqB6/nGzF0KjQqwRoasenRbj86mhcMrM/4hK6/73rTh9+W4rpI+24KNOOMYmhmYBqVFbuxOlCBxbPH4ic0baQaWHTlo/3lmHqCBtyU63IHmqGXhNalc5NiaKEXf8tx83XRiNnpA2JIZgcbKrG6WkJkRQ2F+G64dCqbMEtUBd9/E0ppo8Lw8QRVoxMMkMX6sdafiUWzojGpDQLhg0I7WOtynkaCkGJtLC5iNCnQqu0BrtIXfLpzlJMnxyOcSNtyEwzQ9vBNV9P5hYlfPFjJe68KBqTkixI6h/ax9pPZ+rhckv49YJByMm0IsIe2tdqn/xUhux+Zlw00I5JMTaY1KGXHGzq089LMH6cHZNzwzFqpBVqdeieOwDwzaka9Depcfe4/pgaZwlsV4ANrCo9xlvjEKkxIk4fjiFqKwzK7juuf6wvwQWmwfiZJREWZeCvQSVJwtfH3Fizy4HdR/2rfNIqJVye4MLcFCdiTP7dG4+NqMeipEroVaz4JupRurn1aijqSvdX/iw7bdq0wBacqJP6Wjd9q1evhkqlgsl0rjeqyZMn47rrrsOqVavw0ksvAQCcztZD8DgaWqnr9XpotVpZcQCg0+m6FNcY2zjunNw4uZiM6oI6JfCjTUCtuoPxoUQJE+vciJD5CFggE1EAEFMuIfm0C3n9O/64w+okTDnlxhS3DnZ35ysnMpxqZDm758ZpqP38VZqMi9dhSnLHfYuHgtt/FR8y3bx15PrcyJCuPGvKZlXj0fta9w0bqq7MDseV2TLGFwgBCoWA390RF+xiBIxB3R/pkQuDXYyAuXpyZLCLEDAKhYBlN/SewYBN6v7IjPxFsIsRMFdd2nPHTfOXUiHgkWuHBLsYATOgnxZ/vntosIsRMJcMCsMlg8I6DgwRM6ZH4rJedP6M6KfHmisTOg7sopsGjD33wuXfWLn+mmqOg87X2FIBIgFYsa0eR4rlVzxZtMA1iQ78X5ITYZ3sNfjXqRXoJbcKRL0LW0a10pXurwLddVajL7/8Eu+88w7y8/MhiiJGjRqFu+66C8OHD+/U+oia6mvJqJbjMQGAIAiYOnUq9uzZ453m63wtKioCAERGRsJqtUKj0XQYBwARERGy4w4fPtwqrq6uDlVVVYiKivLGVVZWwuFwtPq+KS4u9tklYHuYjOqkMg1w2CbA3UH3H/1cIibUuRHs0Tcm57efjEovEXHRSTeyikUoJUAR3bWrd0WAW0MFiyGEn7RvqbckogD0mkQUERERUW/V267XuqMlVLB1ZyIKABSCgBvGavCnD+o6jI00AnMyBVyRJsBU7fvpW7l62aFH1Hv0oWSU0+nE8ePH240xm81d6v4q0F1nNdq/fz9+8YtfYNCgQfjxxx+xevVqzJs3D5s2bUJsbGyn1knUqK910yeKIkRRhErV/JqrsQs8o9EIu92O/Pz8Vsvm5+dDrVZj2LBhUCqVSExMbDMOANLS0gAAKSkp+OKLLyCKIhQKRbtxX375JUpLS5uNHXXw4MFWcZIk4YcffvBOAzzJraKiombT5GAyyk8SgFNG4CeT0OFVborDjQyHiJ5w2zLyhAvWGhHlhnOlMTklXHDKjSmn3OhfG8TCERERERERUa9zSaoKz/1bwNlK35XQQ+zADVkCpicJ57rerj6PBSSi88efAeNC3JkzZzBjxox2Y6666qoudX8V6K6zoqOjsWPHDthsNu/YMllZWRgxYgSuvPJKPPnkk1i+fLlf6yRqqS+1jDp+/DhmzJiBefPm4be//a13utvtxrZt22Cz2TB06FBccskleO+991BYWOhttVRTU4MtW7YgNzcXRqNnqJXp06djxYoVyMvL87ZGEkURmzZtQnJyMuLi4rxxH330EbZv346LLrrIu92NGzciLCwMY8eO9ca9/PLLeP/993HjjTd64/7xj39ArVZ7l7344ovx5z//GRs3bmyWeNq4cSMA4NJLL/XrfWEyyg8uAThiFVCmaz8JpZIkjKtzY5C75/yhVYnApB9d+OcIDYaWe1pBjS0Uoek73wFERERERER0HqmVAuaM0eCv2+ubTU/rB9w4SoFJcZ4WVETU+/WlSujY2FifLRha+v3vf9/p7q8C3XWWUqn0VoQ3lZSUhEGDBmHv3r1+rY/Il770PTBo0CBcfPHFeO2116BSqZCTk4OamhqsW7cOBw8exMMPPwy1Wo077rgDH374IRYuXIhFixZBrVbjhRdeQG1tLZYsWeJd3w033IC3334bixYtwtKlS2Gz2bB+/XocOnQIL774ojdu+vTpWLNmDR544AFUVVUhNjYWmzdvxqeffopHH33Um2zOyMjAZZddhr/+9a9QqVRITk7GF198gTfeeAO//OUvER7uGYKjX79+mD9/Pl566SXY7XZkZ2dj3759WLVqFWbNmoWUlBS/3hcmo2SqUXnGh6pXtX+hbBYl5Na6YO05eSivqXlOjHcAQ6p6YOGIiIiIiIio17kiQ42X/1OPinpg/CDg56MUyIrpfV05ElEH+lDLKLm60v1VoLvOAuAzsQV4ugS0Wq1+r4+otb6TjAKAv/zlL0hNTcVbb72FV155BWq1Gqmpqfjb3/6GKVOmAPAke9atW4fly5djyZIlkCQJmZmZWLNmDYYOPTc+rsFgwNq1a/HYY4/hgQceQG1tLVJTU/Hcc89h/Pjx3jiFQoHnn38eK1aswPLly1FRUYH4+Hg8/vjjmDlzZrPyPfroo1i9ejVeeOEFFBUVITY2Fvfee2+zllIAsGTJElitVmzYsAFPP/00oqKisGDBAtx+++1+vydMRslQrAOOWgSIHYwPFesSMb7ODfV5Kpe/rHUSopiIIiIiIiIiovPEoBFw34UKxFqBYZFMQBH1WX1ozCi5utL9VaC7znrqqafw1FNPYdOmTUhMTPRO/9///odTp0416+6LqLP6UssoANBoNPjFL36BX/ziF+3GJSQk4Nlnn+1wff369cOKFSs6jLNYLFi2bBmWLVvWYfnuuece3HPPPe3GCYKAW265BbfcckuH2+4Ik1Ey1CvRfiJKkpDhEJHqFMFLayIiIiIiIqJzpgzlnTJRnyf2rUpoOfzp/urGG2/EkSNH8Pnnn/u9bNMu9hwOB2pra73TjEYj4uPjMWvWLKxbtw633XYbfvnLX2Lw4MH44Ycf8PTTTyMiIqLDynQiOaQ+1jKKWmMyqgOxBgkDJMDtlHBa3foCWiNKGFMrYryuTva72c8kb0RWs71OVpw6UiFvwwAUVq2sOMGsl7dCvbz1AQC0rZv6+qSW2bZMLXN9AKBUyotTyfwQBfnvORTyYiWZcURERERE5IPc62l/KkTlXvfLDPOnXYAg995ELh9dL7VFbjllp5j8ec8DXGHtz12WoO+p/ZwQ9QJsGeWT3O6vRFGE2+3u1LLXXHNNs9eFhYXeadnZ2Vi7di1iYmLwxhtvYNWqVVi+fDkqKytht9sxceJELF68GP369euGvae+pq+1jKLWBEniX4P2PJPuac7mBPCJUYFq5bnLbZtbwtgaEQYJSDDKSxwBQLytXFZcZL8qWXGGwbI3DVV/g6w4oZ9F3gptZvkbt5pkhUlGeWWE0Sh705LcBJdOJy9ObnILkJ3gkp2M8idp5U/SLNDbJiIiIiLqibrj6Xy5lSt+bFuQG+tyyYtrUYnZLodDVphQXy9vfdXyHsgEAKG6Rl5gubz7ZZRUyN62VC5v24pbnpa9TiLyuMR0Y8dBIeKjqteCXQSikKRS2YJdhIByucqCXYSQw5ZRMqkBjKsV8alRAbcgYJBDRGadBD9SEkRERERERERERH0Pn4Un6vPYMoqYjPKDRQRG1kpwChKGOCWOD0VERERERERERNQRkckoImIyqq/rE8movLw8PPHEE/jmm2/gcrmQnp6OxYsXIzs72+91xbr4x5OIiIiIiIiIiEg2toggIn4P9Hm9Phl1/PhxzJ07F/Hx8Xj88ceh0+nw2muvYf78+Xj99deRkZER7CISERERERERERH1WhJbRhH1eRL4PdDX9fpk1DPPPAO3243nnnsOYWFhAIBRo0Zh2rRpWLlyJV599dXgFpCIiIiIiIiIiKg3Y4sIImI3fX1er05GSZKEbdu2IScnx5uIAgCNRoNp06Zh7dq1qKiogMViCWIpiYiIiIiIiIiIei+2jCIiSPwe6Ot6dTLq5MmTqKysRGJiYqt5iYmJEEURBw8exOjRo4NQOiIiIiIiIiIioj6ALaOI+jx200eKYBegOxUXFwMA7HZ7q3mN0xpjiIiIiIiIiIiIiIiIKPB6dcsoh8MBwNMtX0tqtRoAUFdX1+467tj7YOALRu0Sgl0AIiIiIiLqvZTBLgD1VLwXJeo+W8W3gl0EIgoySXIGuwgUZL26ZZRWqwUAOJ2tD/TGRJVerz+vZSIiIiIiIiIiIiIiIupLenUyKjIyEgBQUlLSal5RUVGzGCIiIiIiIiIiIiIiIgq8Xp2M6t+/P+x2O/Lz81vNy8/Ph1qtxrBhw4JQMiIiIiIiIiIiIiIior6hVyejAOCSSy7Bzp07UVhY6J1WU1ODLVu2IDc3F0ajMYilIyIiIiIiIiIiIiIi6t0ESZKkYBeiO505cwaXX345YmNjsWjRIqjVarzwwgvYs2cP3nrrLQwdOjTYRSQiIiIiIiIiIiIiIuq1en0yCgAOHTqE5cuXY/fu3ZAkCZmZmViyZAnS09ODXTQiIiIiIiIiIiIiIqJerdd30wcACQkJePbZZ/Htt9/iu+++wyuvvNJuIiovLw+33norRo0ahYyMDNxwww3YvXv3eSwxUc+Tl5eH6dOnIykpCYcOHfI5X855U1BQgLvvvhtjx45Feno6Zs2ahS1btpyPXSA673bu3Inrr78eGRkZyM7Oxpw5c/DZZ581i+G5Q9Tc9u3bMWfOHIwZMwaZmZmYPXt2q2Od5w1R+7766iskJydj3rx5zabz3CFqbt68eUhKSvL5s3LlSm8czx0iIiKirusTySh/HD9+HHPnzkVpaSkef/xxPPvsszCZTJg/fz727NkT7OIRBcXrr7+Oa6+9FlVVVT7nyz1vysvLMWfOHOzfvx/Lli3Dyy+/jKSkJCxevJg3adTrbN++HTfffDNMJhNWr16N5cuXQ6vV4tZbb8XmzZsB8Nwhamnjxo24/fbbMWDAAPz1r3/FypUroVKpsGjRInzwwQcAeN4QdcThcOAPf/gDWnaAwXOHyLe0tDS8/fbbrX7mzJkDgOcOERERUaD0iW76/HHvvffiww8/xPbt2xEWFgbAc0M3bdo0DBkyBK+++mpwC0h0nu3evRu33HILHnjgAZw6dQpPPfUUPvjgAyQkJHhj5J43q1evxtNPP41NmzYhMTERACBJEq677jqUlZXxJo16lZkzZ8LhcOCf//wn1Go1AKC2thaTJ09GQkIC1q1bx3OHqIUpU6YgOjoar7/+undaVVUVLrjgAqSlpWHNmjU8b4g68Ne//hUbNmxAdHQ0DAYD1q5dC4DXa0S+NLYebDxPfOG5Q0RERBQYbBnVhCRJ2LZtG3JycrwXmQCg0Wgwbdo07Nq1CxUVFUEsIdH5Z7PZsH79elxzzTU+5/tz3mzduhVJSUnemzMAEAQBl112GY4dO4b8/Pzu3Rmi80SSJNx+++1YtmyZNxEFAHq9HoMHD8bp06d57hC1UF9fjwULFuCuu+5qNt1kMiE+Ph4nT57keUPUgYMHD+LFF1/EPffcA4PB4J3Oc4eoc3juEBEREQUOk1FNnDx5EpWVlc0uHhslJiZCFEUcPHgwCCUjCp5hw4YhNTW1zflyzxuXy4XDhw+3GQcABw4cCFzBiYJIEATMmDED48aNazbd6XTi2LFjGDRoEM8doha0Wi3mzp2L7OzsZtOdTidOnTqFuLg4njdE7RBFEQ888ACysrJw9dVXN5vHc4eoc3juEBEREQWOKtgF6EmKi4sBAHa7vdW8xmmNMUTkIfe8qaiogNPpbDeupKSkG0tKFHyrV69GWVkZ5syZw3OHqANutxvHjx/HE088gfr6eixevJjnDVE73njjDezbtw8bN25sNY/nDlHbSktLce+99+LLL79EUVERBg8ejDlz5mDu3Lk8d4iIiIgCiC2jmnA4HAA8Te5bauxmqa6u7ryWiaink3ve1NfXy4oj6q3Wr1+P559/HrNmzcK0adN47hC1491330VqaiqmT5+OEydO4JVXXkF6ejrPG6I2nD59GitWrMCtt96K+Pj4VvN57hC1raCgADExMVixYgVWr16N2NhYPPTQQ3jppZd47hAREREFEFtGNaHVagF4uoNpqfEiVK/Xn9cyEfV0cs8bnl/Ulz311FNYvXo1Zs6ciT/96U8AeO4QtWfKlCl49913UVhYiPfffx/XX389li1b5u3qiOcNUXPLli1DVFQUbrvtNp/z+TeHyLfVq1dDpVLBZDJ5p02ePBnXXXcdVq1ahZdeegkAzx0iIiKiQGAyqonIyEgAvpvPFxUVNYshIg+5543VaoVGo+H5RX3Ogw8+iPXr1+OWW27B0qVLIQgCAJ47RO2x2Wyw2WwAPJWCS5cuxR//+Ed89NFHAHjeEDX10Ucf4ZNPPsFzzz0Hp9PprQx3u90AgOrqaoSHhwPguUPUUuPfmqYEQcDUqVOxZ88e7zSeO0RERERdx2RUE/3794fdbkd+fn6refn5+VCr1Rg2bFgQSkbUc8k9b5RKJRITE9uMA4C0tLRuLy/R+bRy5Uq8+eab+P3vf4+f//znzebx3CFq7uzZs/jss8+QlZWFoUOHNpuXlpaGTZs24ezZszxviFr45JNPIEkSbr31Vp/zR44ciTvvvJPnDpEPoihCFEWoVM2rRhq71DMajTx3iIiIiAKEY0a1cMkll2Dnzp0oLCz0TqupqcGWLVuQm5sLo9EYxNIR9Uxyz5vp06fj4MGDyMvL88aJoohNmzYhOTkZcXFx573sRN1l27ZtePbZZ3HPPfe0SkQ14rlDdI7D4cD999+P5557rtW87777DgAQHR3N84aohYULF+L1119v9ZOSkoKUlBS8/vrruPrqq3nuELVw/PhxjBgxAitWrGg23e12Y9u2bbDZbBg6dCjPHSIiIqIAESRJkoJdiJ7kzJkzuPzyyxEbG4tFixZBrVbjhRdewJ49e/DWW2+1elKXqLcrKChAaWkpAGDDhg3YsGEDVq1ahZiYGABAUlISSktLZZ03NTU1uPLKKyFJEpYuXQqbzYb169djy5YtePHFFzF+/Pig7SdRILlcLkyfPh2SJGHlypXervma4rlD1NpvfvMbbNy4EXPmzMFFF10EANiyZQvWr1+PWbNm4c9//rPsazWeN9TXzZs3DwCwdu1aAPLvc3juUF9y991346OPPsKCBQuQk5ODmpoarFu3Djt27MDDDz+Ma6+9lucOERERUYAwGeXDoUOHsHz5cuzevRuSJCEzMxNLlixBenp6sItGdN7de++9eO+999qc//HHHyM2Nlb2eXPmzBk89thj2LFjB2pra5Gamoo777wTEydO7O5dITpvCgoKMHXq1HZjeO4QteZyubBmzRq89957OHbsGDQaDQYOHIgZM2bgpptuglqtBiD/Wo3nDfVlLZNRAM8dopYcDgdee+01vPXWWzh58iTUajVSU1OxYMECTJkyxRvHc4eIiIio65iMIiIiIiIiIiIiIiIiom7DMaOIiIiIiIiIiIiIiIio2zAZRURERERERERERERERN2GySgiIiIiIiIiIiIiIiLqNkxGERERERERERERERERUbdhMoqIiIiIiIiIiIiIiIi6DZNRRERERERERERERERE1G2YjCIiIiIiIiIiIiIiIqJuw2QUERERERERERERERERdRsmo4iIiIiIiIiIiIiIiKjbMBlFREREfdr+/fuRlZWFX//610HZ/ueff47U1FSsXLkyKNsnIiIiIiIiIupugiRJUrALQURERBQM5eXluOKKK2A2m/H2229Dq9UGpRzPPPMMnnzySTz55JOYPn16UMpARERERERERNRdmIwiIiKiPus3v/kNNm7ciDfeeAMjR44MWjncbjeuuuoqnDlzBps3b0ZYWFjQykJEREREREREFGjspo+IiIj6pH379mHjxo2YOHFiUBNRAKBUKnHPPfegrKwMzz77bFDLQkREREREREQUaExGERERUUj5+uuvkZKSguuvvx4tG3i//fbbSEpKwm9/+9sO17N27VoAwC233NJs+rvvvoukpCS8+uqr+OqrrzBv3jyMGjUKI0aMwOzZs7F79+5m8fPmzUNSUhJKSkrwl7/8BZMmTcKIESMwc+ZMfPzxxwCATZs24YorrkBGRgamTJmChx9+GE6ns9l6cnNzMWDAALz11luoqanx+30hIiIiIiIiIuqpmIwiIiKikDJ69GgsWLAA3377LdatW+edXlRUhMceewwDBgzAH/7wh3bXIUkSPv/8cxiNRowZM8ZnzJ49e7B48WJkZ2fjD3/4A2bPno29e/fitttuQ1FRUav4hx9+GEePHsVdd92FBQsWeP//8ssvY/Xq1Zg1axbuu+8+aLVarF27Fq+99lqz5QVBwMSJE1FTU4NPP/3U/zeGiIiIiIiIiKiHUgW7AERERET+Wrx4MXbs2IEnnngCU6dORf/+/fHwww+jsrISzzzzDEwmU7vL5+Xlobi4GFOmTIFK5fty6MMPP8R7772H5ORkAMCVV16J8vJy/OMf/8Dnn3+OWbNmNYuvqKjAiy++6H1dXFyMN998E6tXr8bWrVsREREBAEhKSsLs2bPxySeftGqVNXHiRLz55pv4+uuvMWPGDL/fFyIiIiIiIiKinogto4iIiCjkaDQaLF++HE6nE3/84x+xfft2bN68GbfeeitGjx7d4fJHjhwBAMTFxbUZM378eG8iqlFGRgYA4MyZM63ir7322mavU1JSAABTpkzxJqIAIDU1FQBQWFjYah3x8fEAgIKCgg73gYiIiIiIiIgoVLBlFBEREYWkxMRE3HPPPXjkkUewa9cupKWl4c4775S1bGlpKQAgPDy8zZghQ4a0mqbT6QAALper1bwBAwY0e63Vatud7msdYWFhAICSkpI2y0VEREREREREFGrYMoqIiIhC1pVXXgmtVouamhpcddVVUKvVsparqKgAAJjN5jZjGpNGcmk0Gp/T5ZapaXkqKyv92jYRERERERERUU/GZBQRERGFrIceeggulwsJCQlYtWoVTp06JWs5i8UCoOclfRrL016SjIiIiIiIiIgo1DAZRURERCHpgw8+wD//+U8sWLAAq1evRl1dHX7zm99AFMUOl7Xb7QCA4uLi7i6mXxrL09hdHxERERERERFRb8BkFBEREYWcM2fOYNmyZUhISMCiRYuQkJCAO++8E7t378ZLL73U4fJxcXEAgCNHjnR3Uf3SWJ7Y2Nggl4SIiIiIiIiIKHCYjCIiIqKQIkkSfve736GiogKPPPKId6ymBQsWIC0tDU8++SQOHDjQ7jqSk5MRHh6OXbt2weVynY9iy7Jjxw4AwOjRo4NcEiIiIiIiIiKiwGEyioiIiELKunXrsGPHDtx0003IzMz0TlepVHjkkUcAAEuXLkV9fX2b6xAEAbm5uaiursZXX33V3UWWRZIk7NixAwaDAZMnTw52cYiIiIiIiIiIAkaQJEkKdiGIiIiIzrd9+/Zh1qxZmDhxoqyu/brbZ599hltvvRU33XQT7rvvvmAXh4iIiIiIiIgoYNgyioiIiPqktLQ0XHHFFdixYwe+/fbboJbF7XbjiSeegM1mw8KFC4NaFiIiIiIiIiKiQGMyioiIiPqs3/3ud4iOjsaDDz7Ybrd+3e25555DXl4eli1bBrvdHrRyEBERERERERF1ByajiIiIqM+y2Wx45plnUFBQgPvvvz8oZfj3v/+Np556CgsXLsT06dODUgYiIiIiIiIiou7EMaOIiIiIiIiIiIiIiIio27BlFBEREREREREREREREXUbJqOIiIiIiIiIiIiIiIio2zAZRURERERERERERERERN2GySgiIiIiIiIiIiIiIiLqNkxGERERERERERERERERUbdhMoqIiIiIiIiIiIiIiIi6DZNRRERERERERERERERE1G2YjCIiIiIiIiIiIiIiIqJu8/8BConpcjq3meoAAAAASUVORK5CYII=", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# vectors\n", "import matplotlib.pyplot as plt\n", "\n", "# make figure larger\n", "fig, ax = plt.subplots(figsize=(20, 5))\n", "\n", "# plot vectors on grid of 20 x 5 over the numerical resulotion\n", "system.m.sel('z').resample((20, 5)).mpl.vector(ax=ax)\n", "\n", "# add colouring for mx-component to this plot\n", "system.m.x.sel('z').mpl.scalar(ax=ax, cmap='magma')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can now obtain some numerical data characteristic to the magnetisation field as is useful for standard problem 4:" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "tags": [ "nbval-ignore-output" ] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The average magnetisation is [ 7.73766211e+05 9.98568590e+04 -3.15994532e-03].\n", "The magnetisation at the mesh centre [2.50e-07 6.25e-08 1.50e-09]\n", "is [ 7.99979276e+05 -5.75829308e+03 -5.03057845e-03].\n" ] } ], "source": [ "print('The average magnetisation is {}.'.format(system.m.mean()))\n", "\n", "print('The magnetisation at the mesh centre {}\\nis {}.'.format(\n", " system.m.mesh.region.centre, system.m(system.m.mesh.region.centre)))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Second stage: field $\\mathbf{B}_{1}$" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In the second stage, we need to apply an external magnetic field $\\mathbf{B}_{1} = (-24.6, 4.3, 0.0) \\,\\text{mT}$ to the system. In other words, we have to add Zeeman energy term to the Hamiltonian." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "# Add Zeeman energy term to the Hamiltonian\n", "H1 = (-24.6e-3/mm.consts.mu0, 4.3e-3/mm.consts.mu0, 0.0)\n", "system.energy += mm.Zeeman(H=H1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If we now inspect the Hamiltonian, we see that an additional Zeeman term is added." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/latex": [ "$- A \\mathbf{m} \\cdot \\nabla^{2} \\mathbf{m}-\\frac{1}{2}\\mu_{0}M_\\text{s}\\mathbf{m} \\cdot \\mathbf{H}_\\text{d}-\\mu_{0}M_\\text{s} \\mathbf{m} \\cdot \\mathbf{H}$" ], "text/plain": [ "Exchange(A=1.3e-11) + Demag() + Zeeman(H=(-19576.05800030313, 3421.8312764757497, 0.0))" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "system.energy" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, we can run the simulation using `TimeDriver` this time. We run the magnetisation evolution for $t=1 \\,\\text{ns}$, during which we save the system's state $n=200$ times." ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Running OOMMF (ExeOOMMFRunner)[2023/10/23 16:03]... (1.9 s)\n" ] } ], "source": [ "t = 1e-9 # simulation time (s)\n", "n = 200 # number of data saving steps\n", "\n", "td = oc.TimeDriver() # create time driver\n", "td.drive(system, t=t, n=n) # drive the system" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Postprocessing" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "When we drove the system using the `TimeDriver`, we specified that we want to save the magnetisation configuration $n=200$ times. A detailed table of all computed parameters from the last simulation can be shown from the datatable (`system.dt`), which is a `pandas` dataframe [2].\n", "\n", "For instance, if we want to show the last 10 rows in the table, we run:" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "tags": [ "nbval-ignore-output" ] }, "outputs": [ { "data": { "text/html": [ "
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EE_calc_countmax_dm/dtdE/dtdelta_EE_exchangemax_spin_ang_exchangestage_max_spin_ang_exchangerun_max_spin_ang_exchangeE_demagE_zeemaniterationstage_iterationstagemxmymzlast_time_stept
195-2.676342e-183736.01162.540569-1.697359e-09-2.278389e-219.548545e-203.9135584.28130229.6128388.530166e-19-3.624844e-18784.03.0195.0-0.984260-0.0109710.0339871.374339e-129.800000e-10
196-2.685463e-183755.01260.312851-1.935225e-09-2.621610e-218.637446e-204.1579884.15798829.6128388.844369e-19-3.656275e-18788.03.0196.0-0.9870860.0215920.0392861.373845e-129.850000e-10
197-2.695498e-183774.01384.782329-2.057789e-09-2.813912e-218.039753e-204.7277284.72772829.6128389.074607e-19-3.683357e-18792.03.0197.0-0.9880920.0578240.0426041.373937e-129.900000e-10
198-2.705827e-183793.01351.611492-2.053171e-09-2.832075e-217.586011e-204.6694004.77202429.6128389.220444e-19-3.703732e-18796.03.0198.0-0.9869640.0958700.0437941.374355e-129.950000e-10
199-2.715833e-183812.01191.086303-1.931645e-09-2.687311e-217.141300e-204.3544884.66940029.6128389.291427e-19-3.716389e-18800.03.0199.0-0.9837650.1337930.0428321.375197e-121.000000e-09
\n", "
" ], "text/plain": [ " E E_calc_count max_dm/dt dE/dt delta_E \\\n", "195 -2.676342e-18 3736.0 1162.540569 -1.697359e-09 -2.278389e-21 \n", "196 -2.685463e-18 3755.0 1260.312851 -1.935225e-09 -2.621610e-21 \n", "197 -2.695498e-18 3774.0 1384.782329 -2.057789e-09 -2.813912e-21 \n", "198 -2.705827e-18 3793.0 1351.611492 -2.053171e-09 -2.832075e-21 \n", "199 -2.715833e-18 3812.0 1191.086303 -1.931645e-09 -2.687311e-21 \n", "\n", " E_exchange max_spin_ang_exchange stage_max_spin_ang_exchange \\\n", "195 9.548545e-20 3.913558 4.281302 \n", "196 8.637446e-20 4.157988 4.157988 \n", "197 8.039753e-20 4.727728 4.727728 \n", "198 7.586011e-20 4.669400 4.772024 \n", "199 7.141300e-20 4.354488 4.669400 \n", "\n", " run_max_spin_ang_exchange E_demag E_zeeman iteration \\\n", "195 29.612838 8.530166e-19 -3.624844e-18 784.0 \n", "196 29.612838 8.844369e-19 -3.656275e-18 788.0 \n", "197 29.612838 9.074607e-19 -3.683357e-18 792.0 \n", "198 29.612838 9.220444e-19 -3.703732e-18 796.0 \n", "199 29.612838 9.291427e-19 -3.716389e-18 800.0 \n", "\n", " stage_iteration stage mx my mz last_time_step \\\n", "195 3.0 195.0 -0.984260 -0.010971 0.033987 1.374339e-12 \n", "196 3.0 196.0 -0.987086 0.021592 0.039286 1.373845e-12 \n", "197 3.0 197.0 -0.988092 0.057824 0.042604 1.373937e-12 \n", "198 3.0 198.0 -0.986964 0.095870 0.043794 1.374355e-12 \n", "199 3.0 199.0 -0.983765 0.133793 0.042832 1.375197e-12 \n", "\n", " t \n", "195 9.800000e-10 \n", "196 9.850000e-10 \n", "197 9.900000e-10 \n", "198 9.950000e-10 \n", "199 1.000000e-09 " ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "system.table.data.tail()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, we want to plot the average magnetisation configuration `my` as a function of time `t`:" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "myplot = system.table.data.plot('t', 'my')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can plot another snap shot of the magnetisation at the end of the run, which shows the fluctuations in the simulation at this time:" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# vectors\n", "import matplotlib.pyplot as plt\n", "\n", "# make figure larger\n", "fig, ax = plt.subplots(figsize=(20, 5))\n", "\n", "# plot vectors on grid of 20 x 5 over the numerical resulotion\n", "system.m.sel('z').resample((20, 5)).mpl.vector(ax=ax)\n", "\n", "# add colouring for mx-component to this plot\n", "system.m.x.sel('z').mpl.scalar(ax=ax, cmap='magma')" ] }, { "cell_type": "markdown", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "## References\n", "\n", "[1] µMAG Site Directory: http://www.ctcms.nist.gov/~rdm/mumag.org.html\n", " \n", "[2] Pandas: http://pandas.pydata.org/" ] } ], "metadata": { "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" }, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": {}, "version_major": 2, "version_minor": 0 } } }, "nbformat": 4, "nbformat_minor": 4 }