{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Optimisation with `firedrake-adjoint`\n", "\n", "*This example is modified from the equivalent [`dolfin-adjoint` demo](http://www.dolfin-adjoint.org/en/latest/documentation/stokes-bc-control/stokes-bc-control.html)*\n", "\n", "\n", "In this example, we will look at how to use `firedrake-adjoint` to optimise for strong (Dirichlet) conditions in a steady problem. `firedrake-adjoint` is a thin compatibility layer for the [`dolfin-adjoint` package](http://www.dolfin-adjoint.org/en/latest/), a python package to **automatically derive the discrete adjoint and tangent linear models** of forward problems written using Firedrake." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As usual, we begin with some notebook magic (so that plots appear nicely) and importing Firedrake." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "# Code in this cell makes plots appear an appropriate size and resolution in the browser window\n", "%matplotlib widget\n", "%config InlineBackend.figure_format = 'svg'\n", "\n", "import matplotlib.pyplot as plt\n", "\n", "plt.rcParams['figure.figsize'] = (11, 6)" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "from firedrake import *" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The next step is new, we now import the `firedrake.adjoint` package, which exposes the various names useful in inverse problems." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "from firedrake.adjoint import *" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We need to start taping (annotating) the Firedrake operations we run in order to be able to execute the adjoint." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "True" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "continue_annotation()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Problem setup\n", "Now we will set up the problem. We consider minimising the compliance:\n", "\n", "$$\n", "\\min_{g, u, p} \\ \\frac{1}{2}\\int_{\\Omega} \\nabla u \\cdot \\nabla u\\,\\text{d}x + \\frac{\\alpha}{2} \\int_{\\Gamma_{\\textrm{in}}} g^2\\,\\text{d}s\n", "$$\n", "\n", "subject to the Stokes equations\n", "$$\n", "\\begin{split}-\\nu \\Delta u + \\nabla p &= 0 \\quad \\text{in $\\Omega$}, \\\\\n", " \\nabla \\cdot u &= 0 \\quad \\text{in $\\Omega$}, \n", " \\end{split}\n", "$$\n", "\n", "and Dirichlet conditions\n", "\n", "$$\n", "\\begin{split}\n", "u &= g \\quad \\text{on $\\Gamma_\\text{circ}$}, \\\\\n", "u &= f \\quad \\text{on $\\Gamma_\\text{in}$}, \\\\\n", "u &= 0 \\quad \\text{on $\\Gamma_\\text{top} \\cup \\Gamma_\\text{bottom}$}, \\\\\n", "p &= 0 \\quad \\text{on $\\Gamma_\\text{out}$}. \\\\\n", "\\end{split}\n", "$$\n", "\n", "Here, $u$ and $p$ are unknown velocity and pressure, $f$ is a prescribed inflow, $g$ is the control variable that we will optimise for and $\\alpha$ is a regularisation parameter. This corresponds physically to minimising the loss of energy as heat by controlling the in/outflow on $\\Gamma_\\text{circ}$. The regularisation parameter penalises too many non-zero control values." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This problem setup requires a mesh that is more complex than the built in ones Firedrake provides. Instead, it was created with [Gmsh](http://gmsh.info). It is loaded by using the `Mesh` constructor, passing the filename of the mesh in question." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "mesh = Mesh(\"stokes-control.msh\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we'll take a look at the mesh. Since we will need to know which mesh markers correspond to which parts of the boundary, we've added a legend to the plot. Normally you will know this because you told your mesh generator how to mark the boundaries." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "16fa87a623784667ac3d8fd9149bbfa5", "version_major": 2, "version_minor": 0 }, "image/png": 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\n", " \n", "
\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "from firedrake.pyplot import quiver, streamplot, tricontourf, triplot\n", "\n", "fig, axes = plt.subplots()\n", "triplot(mesh, axes=axes)\n", "axes.axis(\"off\")\n", "axes.set_aspect(\"equal\")\n", "axes.legend(loc=\"upper right\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## The forward problem\n", "\n", "The forward problem should be familiar by now, we create a mixed function space for $u$ and $p$ and set up trial and test functions. We specify a parabolic velocity at the inflow, and no-slip (zero velocity) conditions on the side walls. The zero-pressure outflow condition is enforced weakly.\n", "\n", "Our variational formulation for Stokes reads as follows. Find $(u, p) \\in V\\times Q$ such that:\n", "\n", "$$\n", "\\begin{align}\n", "\\int_\\Omega \\nu \\nabla u : \\nabla v\\,\\text{d}x\n", "- \\int_\\Omega p \\nabla \\cdot v\\,\\text{d}x \n", "- \\int_{\\Gamma_{\\text{circ}}} \\nu (\\nabla u \\cdot n) \\cdot v\\,\\text{d}s &= 0 \\quad \\forall v \\in V,\\\\\n", "- \\int_\\Omega q \\nabla \\cdot u\\,\\text{d}x &= 0 \\quad \\forall q \\in Q.\\\\\n", "u &= 0 \\quad \\text{on $\\Gamma_{\\text{top}} \\cup \\Gamma_{\\text{bottom}}$},\\\\\n", "u &= \\left[\\frac{y(10 - y)}{25}, 0\\right]^T \\quad \\text{on $\\Gamma_{\\text{in}}$},\\\\\n", "u &= g \\quad \\text{on $\\Gamma_{\\text{circ}}$},\\\\\n", "\\frac{\\text{d}p}{\\text{d}n} &= 0 \\quad \\text{on $\\Gamma_{\\text{out}}$}.\n", "\\end{align}\n", "$$" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "V = VectorFunctionSpace(mesh, \"Lagrange\", 2)\n", "Q = FunctionSpace(mesh, \"Lagrange\", 1)\n", "W = V*Q\n", "\n", "v, q = TestFunctions(W)\n", "u, p = TrialFunctions(W)\n", "\n", "nu = Constant(1) # Viscosity coefficient\n", "\n", "x, y = SpatialCoordinate(mesh)\n", "u_inflow = as_vector([y*(10-y)/25.0, 0])\n", "\n", "noslip = DirichletBC(W.sub(0), (0, 0), (3, 5))\n", "inflow = DirichletBC(W.sub(0), interpolate(u_inflow, V), 1)\n", "static_bcs = [inflow, noslip]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The boundary value, $g$, on the circle will be our control variable. To do this, we define a `Function` which will hold the boundary values, we then build a `DirichletBC` object as normal." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "g = Function(V, name=\"Control\")\n", "controlled_bcs = [DirichletBC(W.sub(0), g, 4)]\n", "bcs = static_bcs + controlled_bcs" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we define the bilinear and linear forms." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "a = nu*inner(grad(u), grad(v))*dx - inner(p, div(v))*dx - inner(q, div(u))*dx\n", "L = Constant(0)*q*dx" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now let's solve the forward problem so that `firedrake-adjoint` annotates it. We'll also take a look at the solution." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "w = Function(W)\n", "solve(a == L, w, bcs=bcs, solver_parameters={\"mat_type\": \"aij\",\n", " \"ksp_type\": \"preonly\",\n", " \"pc_type\": \"lu\",\n", " \"pc_factor_shift_type\": \"inblocks\"})" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "d674ed28187246738b21957bd255c23a", "version_major": 2, "version_minor": 0 }, "image/png": 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ng9i4m3KO09WS2+tisCdaKLTbjBXej30P4fIgXft7se1C4ALbPmK+kNa2bCoaSjmwtR3bskcCIIUAxpFBEMuymbWwjp0v7S8ESEZeC86bw9Zndh+Vx/mrmtnzcutRyxwux0kLVy2rZ7N7wwEAKhpK6W8/XPhdcN4cdm8o7K+sNsJgV/SobWcva+TAlrYT7nuUL+QhHT/ckW/9bBUzbaE5HLidHvy+AJpTw+HQCJcH8bi9OF0O/GEfkXC4sM7lwOnUaGiuxaG6qKgtPacCZEIUyzQLwUtrJLCi503sIwKspm6g540jgqf2Ub8t1tjvkYWhG2P7Mk0b0zBRVIVcOjf2+2RbI/s1TIy8WQhuWIXfOHNs3hpJa6OqKjkth20ztr2t21i2jWlYhZ/fkd/M0Z9i0zCxTAtG3h/1+8vossJUqVIYao8fXjf+97qwCI/PRTJ67I35ibra83hdJI6T/njXC4Cy2lJ6Dvad5C81un0hCDeRiupynrpvA/d84f6J9wmEygKEy4v/jWxaWEvr5s6i0wPMWqzQurH4bTx+94RBpNLqMH3txQVhmhbWcWBzx8QJj2Do5gn/ZsejLNc48PLkjuHz+mjb2l10+pblc3CqxQe3lEk0U1GUyTVpUZTpD5iMmknNrL0BG2/gxN8rXbrwFJMgARMhBADNzc1UV1fzpz/9aSxAEo/HeeGFF3j/+98/6f3NWlSH3xcYK+zmszp6Tj8qkFGYHi5EA6CAN3CcaP+467TD6cDtKwRqRoMyRwZiCu8LaV1uF4Gwr7BcVQvJlMKT1iOXuTwuamZVHvWUtfB0d+TJq6aiKgpun4vVr1laeBo88gTY6XZw+a3nH5VW01TyOeOIJ7cqKDZ61hjbTnMUnh4fuR/LtNEcKg6HhmXbh588ayq2bY/ty7KskeNoqJqCoZsoCmgODYfTgebUcDo1NKcDh1MbeTnQHIWnx5pTG5ufSQWhs5lt2ximRV43yesGeWNkqhtk8yaGaWGYJqZlY5gmlmmjj9QmskaCfaqqkM0bRz0kV5TCs3iX00FeNwo1Dsa+pwoaCtrI90TTFBwjNQScDg3HyHfRoak4HRpOh1aoraCpuJwOnA4NVZW//+miaRqapoHbOd1ZEVNssGuYddevKCptWU0JZbUlpzdD4rhM08K2Jq41NEpRFD7u0E5jjk6PydZeMYqsvRKPx6mq+cWpZGnaWFic7C9+8rVCHE0CJkKcQ5LJJPv27Rt739rayqZNmygtLaWxsZGPfOQjfP7zn2fevHk0Nzfz6U9/mtra2rGRdCZj9VVLpcaBOCvphkk6kyedzZPO6mRzOqlMjkxWJ5PTSWXzZHMGubxOLm+QzRsYlkU0kSWnG+TyhVdlaYA9bX1j73O6iYlF9jg1iKrLgnQPJY5ZvrCpkl3jnnovnFXFjkPHrz6+an4dL+85+gmypipY5tFPyxqrIrQd0VTA43KQyx3O19I5NWzdd/iJa1NVhP6hJC6nhsvpYMmcGtq6h3C7HLhdTqrLQ6QzebxuJx6Pk6qSILm8gc/jJBz0oioKXo+ToM+N06nh87rweVx4PU78Pjdej1OCcuJVp6xWgiAzgaapoJ39nZW+Ug7n5G7rik2fN46tRXy2M20b8yS1SE62TojxJGAixDlk/fr1XHHFFWPvR/seeec738kPfvAD/umf/olUKsV73vMeotEoF198MQ899JC07xRnDdO0SCSzxBNZEqksiWSWbE5nKJommc6RSuewgd6BOOlMnlDQy56DfWSyeUChbziJYVosbqlh20jAYMXCOjbtOhyEUB0qpnn006fqyjDdA3E0VRkLIvh9LizLJuBzUxb2F5Z7HCgoOJ1aIfjgcOByagR8LnTDwqGpOLRCrQ+HQ8XrcnLVefML/UqM1PRxuzSuzs0/qhbWSKsIPC6NVQsaCjVSRptq2Da6PlJrxShMvS4Hc+srxmq0oCikUjkM0ySvm5RF/NSUh8jpRmFb0yKTKwSMAIbjaQ50DI6d/7ymCvYe7B97v3xeLVt2dQGwbH4tW0c+vxUL6ti8Y2R+YT2bR/rDUVWFihI/KAoBv5tL1s3lb9568ZR9L4QQQohRFjYWJw6KnGydEOMp9okahwohxCmIx+OEw2FisZjUMBEnZds26XSOWDxLLJYmkcgyOJwiFk+TSuXpG0oQj2eIxTMEgh527O4mmcoSCfsYih9ud79sSf3YTTrAkoW1dPXF8HvdzG4qJxpP4/O68HvduDxOfB4npSV+TNvG53ES8ntQVKVQe8LtxOnURuYdeFyFqcOh4XEWpq9WpmWh6yY53SCb08nmDLL5wjSvG6TS+UJQJatjWzbDsTSZbB63y0FXT5RMVicc8LDv4ADpTJ7ayhCbd3SSzxtg26iqUug3CLjpmmXc8YFrp/mMhRBCTGQmletG89q6q4bgSTp9TSQsmhd0z4hzEtNPapgIIYSYEqZhkUhmiMcyRGMZ4rE0sViGdDZPX3+cWCyDx+ti1+5uYrE00VgGj8dBfKQz4GXLGti8rVAjoazUj9vrJBzyEgp6aWooo66mhFDQQzjkxedzEQx4CAY8+P1u/F4XAb8Hn9cl/XGcIk1V0dwqHreTcMA7ZfvVdZNkOksylSc5UiuotMQ/ZfsXQgghjqTbFvpJqgTotvRhIoonARMhhBDH0HWTRDxDLJommcwyPJQiEc+gGxY93VHi8Qxut4N9+/qIxzOUlPjYOhLsKK8IMjBYGOlIUWDxsgaGh1OEwj7mza1idnMFkbCPcNhLpMRPMOAmHPIRCnkJhTwEg14c50B783OF06lREvZTEpYgiRBCiNPPGnmdbL0QxZKAiRBCvIrZtk0uZ5CIpYnHCrU/kolsIRgynCo0hYlnsSybjvZBErEMsViausZydu8c6aNiZSNbt7QTCHpZuqKBgYEEobCX+vpS5s2vIhTyUlIa4PobVxAOFwIfwZCHUMhLIOApdLgnxCT8v3ufoLVrEIemUVsRwudyUh7xU1YSoCLipzTspyxS6DdGCCGEOJKJjXmSfkpOtk6I8aSkIYQQZznTMEkmsqSSOVLJLOlUjnQyRzyeIZUoBEBSiSyqptLRNkgyniWZzBIp8bNzawe6buIPekgmcygKBIJegmEv5ZVBnC6NUNhHaXmA6toIoXBhXaTEjz/gKbwPePAHJfAhzpwPv+0yoDCi0UA0yeBwioFoisFYio6eYdq6hhmMpsjnDWrKw/T0xymL+KipDBP0uikvDVBW4qcs4qM0EiDod8soPUIIcY4w7cLrZOuFKJYETIQQYorYtk02kyefM8hldXI5nXx2ZD6rk07lyGbyZDM62UweXTeIRzNk0nkyqRyZTJ5sOo/L66T94GBhWTpPLqtT31RGx6FBHA4Nf8BNqMSH0+0gEPTgD3gIBD1U1UaYu6CGQMBDIOQlFPbi9bkJhDxj6fwBj/TxIWYMp0OjpjxMTXn4pOl0w2QommJgOEn/YCHAcrBjkHzO4EDbAKl0jrqqCN09UUpL/JSXBigJ+SiN+CkrLdRWKYn4KS3x43S+ejv2FUKIc4GBgs6JyzrGSdYJMZ4ETIQQp0Vf9zCZpHnUMkM3C6NkjA6XOjJz5PCpAJZpYRqF4VIZGT61MGsX0thgWRb5vIllWti2jWUW0lumjW3ZmJaFqiqkUzks08Y0LSxrZL9W4b3b7SA6lMIwTCzDwjBMDMPCNC1Mw0RRVRKxDKZhYuhmYfhVwyRSFqC9tZ98zkDPF4ZlHZ2vb66gq30Ij8eJy+3A5XHi8Thxuhx4PE7cHicerwu310kg5EVVVcIlPqrrInh9bjxeF76AG7fbidfvwutz4w+4cXsc+AMeXG7nGfsbCjFTOB0aVeUhqspDMO/E6fK6wXA0zcBQksGhQmBl194eshmdtvZBhoZT1NZEONQ2SEnER31tCV6Pk7LSAGWlASrKAoRCXspKAwSDHqm1IoQQZyHLLrxOtl6IYknARAhxWvzyB0/jcfuOWubze4hHU2PvR282xu45FAVFgWDIS3SokE5VFVAUVFUpPA8YmQ9FfESHUqjqyDpVRVMVFFVB1VRURcEf9Iw1VdE0ZWRaeDmdGm6Pk0ipH82h4XCoOBwamkNDc6g4HIV0iqricGo4nRqO0ZdDRVVVXG4HTlfh5XI5cLo0VFXB4ZSfVnFilm2Rt/JYtoVhG1i2hWmbWLZ5OIg41r7aRqHwfVYVFQUVTXHgUBw41MJUVaSpVLFcTgdVFSGqKk4+jKRhWkSjKQaHUgwMJBgcStHeMcTBgwMcONDH0HCKRCLLrMYy+gcSlJb4KYn4aGgoQ1VVSiI+whEfkbCXUMhLJOLD63VJgEUIIc4AEwXzJLVITrZOiPGkVC+EOC0+8KnXydj2r3LZvE4skaWqLDjdWTljDMskbqSI6UniemGaMZIkjBRJI03KzOBWVXqz/WTNLBkzS7UnwsH0QfKWjm7pGLbB3EADB9MHj9p3S2AOB1J7j1o2x99Ma3r/2Huv6iVl5o5KU+ttpi/Xh1t141JdNPqaGcwN49W8eDUPPs2HU/XhdxReAYcfvxYg5Cy8gg4fbs192j6zmcihqZSXBSkvC9Iyr/qE6SzLJpHIMDScYng4RTKRo68/Tnv7EFu3dWDoJu1tA8RiGTKZPC0t1fT3JQiHvWMdJFdWhnA6NIIjnSUHg4VhswNBD4GAB68MlS2EEJMiARMxlSRgIoQQ4oSyeZ2uvhjtPVHaeobp6IuSyxus39VO33CShqoIv7rr3dOdzVfMtm2G8yn6sjGG8gm6MsMM5OIM5OJkrSTdmUGG8wniRgqXZuDV3ISdAUJOPzWeIE7Vgd/hI+IMUeYK0uirxat58GhufJoHh6rhUp04FScu1YVD1dCUwy91pBaJwuHaIoqijNQ6KdRKsbEwLBPTNjFsHdM20S2dnJUnb+XJWTnyVh7TsogbSTJmhoyZJWtm6c8NcTDdQcpIk9LTDOqFdQALgvPZm+igxBki4gpS561DVRyUu0JUeiJEnGEqPWGqPBHcmjQJO5KqKoTDPsJhH82zKiZMn83qxOOFkajiIyNSpZM5BoeS9PTESCQyJOJZMulcIQCTzJFO5XC5HDQ1lpFO5/H53fhHXjW1EbIZHZ/PhdfvwudzEwx6UDUVj8eJx+vE7S40BXQ5NVxuJ263A7fbidOlSY0XIWY40yxugFzTKH4gXdM6Om0mk59Uns4Glq1g2Sf+fTvZOiHGk4CJEEKc45LpHJ29Udp7hunsjdHVF0M3TV7a3kb/cBKAltnV7DrYC0BFSYC+WGF5PFUYkngmPAGP5tK0pYfoSA3TnhpmKB/nYGqArkyUCo+HbdF2ytwB1pbPJmvlKHeHqPeVU+NtJuz0U+oOUuIKEnb4cJ2hwIGmjOuAdAr7I81bOnE9SSyfZFhPMJxPMJyPE9VzdKUH2ZPowImDDcNtmHahAD3X34gN1HpLaAnWEXD6aPCVUu8rpdobwqFKh6kn4xnp06iysvjad7Ztk88bhVoq6TypZI50uhBIyecMotEUmXSe6HCa7s5hXC4H3V3RQgfTWZ1sRieX10nGc+h5g1xOH+s3yuVy4HY7WLikjtZ9fbicGk6XhtPpGGuK6HQ5Ck0SHSqKohSaJWrqUU0Z3R4num6ONHlU0DT1qCaQqlpY5vE4yGaNw00plcNNKBVVOdyscqQppJ43UEaaaiqqgsIJ5kcCP6ZhFZp4HtHcU1FGm3MysqxwbF0/3MfWWPPQIz/4I9IrCuj68W84jxdzUhUF3TCPXXEc4bCP6toIfb2xotIDdLUPHf/AJ6GqCrmcUXR6h0Mlm9GLSutyaaRTE99U27Z9zM34yffrIJXMTZxw/DEmERzw+lzE45lJ5SmdKj5PPp+beCxddPpQ2MfgYKKotPNaavifrzxY9L5PlWFkT/sxploejTwnbq6alxomYhIkYCKEEK9yum7SN5igdyBOW/cw3X1xevpjoCg8v+kgiVShMFRZGaR3pKBWXx2hfziJpipUl4eY31TB/KYK6ioj1FWFqC4LUV8ZIRL0nlVPqfOmycH4EPuTAxxIDNKeiLIv1UtbapiEnmFuuJRyd4AGfwlzQ2UsLamn1huh2humYqSmyLnCpTopd5dQ7i45aTrTthjKJejNRunOxOhMD9OdGaYjPczzAxvozsSo8oTpTCZpDJQyy1/G4nA9ld4gc4LlNAfLCLu8Z+isXn0URcHtdlJZOTVBOtu2xzqqzo8EUHIZnXzeQM+b5PVCR9ajHVrreQPDsMhl9bGOsQ3DxDxialsW2Wx+rIPtsU62TeuoZaWlfro6hw931m2NdOo9MrWO6MC7vrGM/Xt6sK1Cjz62XUh3ZAfghVehaVR9QymtB/oOdyo+ss7GPmZZbX0pXR1DRX9mZRVBBvuLu4kFWLC4jl3bO4tKu2RFIytWz+Ke7z1Z9P4rKkP098WLTg9QU19Cd8dw0emb51bSuq+vqLSLltWzY0vHpPJT1H6X1rNj6+T2Gwx5SUwiALJ4WQPbt7QXnX7WnEoO7i/ucwFoWVTL7h1dRadfurKRrRvbikqbSsy8QMaZYk9Qw8SWGiZiEhR7dFgKIYSYAvF4nHA4TCwWkz5MzpB0Jk//YIL+wQQd3VH6BhL0DiTQdZMtezoZHE5i27Bofg3b9/WMbbdiUT2bdnVQURqgpjLM/NlV+DxOaivD1FaGqCoPU10WxOE4+2oNGJZFa2yIXdF+9sYG2BcbZHe8l0OJYcrcPhaUldMYKGF2sIzmUAlNgVLq/BFcUgNiyumWSVc6ysHk4NirN51m42AHg7kUq0ubOBiPMi9czvxwBXOC5SyIVDI/UoHf6Zru7Itz0OhIaXB4dDaOKA2PLhtdVAj8HFtr4UQlaMM0j9rfyTgcKpl0flI1TFRVJRzxTZzwCIXgVPE1L+yRUeeKTVtM05DJ1v6w7ZHPchIM3aLoD390m0nkybLs434XTkRRIK8Xfw4OTSWbLa5mT2VVmCUrGotK+0qa5MTjcaqrK2ZEuW60DPrI1ib8wRPXMEklLK5ZemhGnJOYfufOozQhhJhhTNMiFs8wOJxkaDhNLJ6mo3uYgaEUA0NJkukcrW0DJNOF6sGLWmrYsedwQCQS8pLK6zTUlFJdEWLOrArWrWymuiJETWWYqrIgFWUBXGf5qD7DmTQ7hvrZOdjH3uFBNg93cyA2RLnHz9yyUuZHyrm8djZ/u2gNc8PlhFye6c7yOcWpajQFymgKlHHZuHXRfIYD8UF2RfvYGxugMxXnN/t3MJgrVFG/smYeKioLSytYUlrFgpJKGoLhs6rWknj1KTQJOnuCp6Gwj6qayHRnQ7yKadqpj6am6zMvsG3aKqZ94nMuMhYoBCABEyGEOGNs2yaVyhGNpYklsoXOHxMZ0qkcPf1xovEMw9FCYERVFHYd6MWyDl/Vly2uZ8uOw9WTIyEvNVVhSkv8VJQFqa+JcP0VS6gsD1JVEaKiLEDQ75lRN5+9yQTb+vvY1tfL/vgQ67s7GcymWVVTS1M4wqKySm6Zv5gFpeVE3NLM42wXcXlZVV7PqvL6o5b3Z1LsjvaxLzrEloFuHmnby1/aD7C1t4+g08XCskourG6kMRRhaUUVsyOlaKoMnyyEEGJiFgrWSfowsSZZC0mc26RJjhBiSr1am+TYtk02p5PN6mQyOpmRDhXTmRzRWIZ0Jk86nSeVzpNO53A4NFrbBkgksiRTWZKpHIlklsULa9m87eg22cGgh0QqhzYy4kYk7KWyIoTL5aA04qe0xE9ZiZ+yUj+hoJfy0gClET9O59nzhPRUxLJZtvb0sntwgBc7O9jS20NdJIRT01hSWcnyqhpayspojpTikJvlV72cYbA3OsiOwT62D/TSFo3zXFcbWcNgTVUdigXLqqpZVlnN8qpqmsKRGRUMFEKImWgmletG83r/5nn4gycuI6USJrcs3zsjzklMP6lhIoQ46+VyOoZhjbU7H+1M0Bx7X5jm8gbZsY4JRzsntMbmwWZoOI0+0qlhfqRTw7xuousmTqdKV09spCNEg2yu0BGix+OkrX3whO3VnS7HyPYaPq8Lv8/N/PnVJFM5QiEvtTURAgE3Ab+H8rIAV1yygFDQSyjkJRz0EAx68PsK62fCaDOnQjdNdvcPsLm7h01d3aQMnacOHmRxVSWXNDdxY0sLn7r0UrkJPoe5HQ6WlFexpLwKWpYChb5q9g8PsmdokBc7O1jf1cWPt2yi1Okjb5osr65mXV09C8srWF5TTcQrtY6EEOJcV6hhcpJhhWWUHDEJEjARQpwWH/rHn+A6ycgYDodKd3esMILBBJxOjeFoemxoSm1kqqoqqqagjUybGso4eGgAxxHDXWqaWpjXNOpqI3T1xApDZzo1XCPDZTqdGh6Pk1DIg9frwu124nY7cLscY/MAXq8Lj8eJ1+PC63XiHZlXNRW/z4XLJT+powZTabZ29vBSZyebOrrZ3tNLS00lzaUlrK6rY3ltNV9/3Q1Sc0SclENVaSmroKWsgtfNWwBA1tDZ2dfP5t4eNvf0sLGrm6888TQAs0tLuKC+kQWVFaysq2FeeZk05RFCiHOMhYopTXLEFJHSvRDitPj63bedtJrj6PCOioLUKJjhDMtiT+8Amzq66YjFeGTXPhLZHGsaallYW8UHLl7H8tpqAm73dGdVvAp4HE5W1taysrZ2bNlgKs2m7m62dvewvr2L+7ftIKMbXFDfgKoorKyrYWVDLctrqwjP4FoohmGiaar8ZgohxElM3OmrBExE8SRgIoSYFoqiIGX+mWkolWZzezebO3rY1N7NcC6DgsKK+hrOa67n1pVLmVUqTWvEmVPm93HV3DlcNXcOUAji7e7rZ2tXLy8e6uA3W3fy841bGUykmVtRysr6WtY1NbCwuoLZ5aUzpinccxtb+fXDm8aCzaqiEA76CPhdhAIewgEvoaCHcMCDz+cm4HcTHJl63E75nxRCnBN0W0O3T9yHiS7xEjEJEjARQghxQrppsrdngF3dA7zY2s6m9m7cDo26sjArGmp4/2XrWFxXRcA984YdPNNs2wY7iWUNo9pJsDPYdgrsHIqdBlsHDGwchfcAKNiKDwUdFBfgwlY8KIoPFD+2GkRRgqBGUBTnNJ7d2cWhqiyurmJxdRVvWbUMgN54ko0dXWxs72ZjRxf7ewfZ2N5NyOPmwtkNzKsoZ3lDDcvqqwl5z86hqS85by6XnDd37L1pWsQSGaLxwshbsUSGeDLLoc4h+oeSJNK5sU6nMzkd24b6qggH2gbwuB34vC58Hhc+rwuvx4nP68Lp0PC4nXjchSaJHrcTj2t03oHL5UBTlMNNGh0a7iPmVVWRwIwQp4lhWpywQ7VxTNMuOhhsmOYJ12Wy+aL2cTYxJ2iSY0qTHDEJEjARQggBFG7oe2JJtrZ1s6Wth/39g2w61E1TRQmXLpjFxfNn8fdXnU99SVhuiMax7ByG0Y5ldmCY7WClsIxdWFYfltmHR1GwjQOAAYofNwooPlB8KFo92GlQHIATtDpsq3dkzzaotdjmAbDzhRd5bCsBdgrTuRQr/2IhqTYHkyyKWomiVWI55qMoflStDlVrQHM0oqqRafl8zgZVoQDXLZrPdYvmA5DVDbZ39bKpvZuO4Rg/e2EL//vn5wE4f1YD1eEgyxqqWdZQzbzqcpza2TcqlaaphZG0Iv5JbWfbNrm8URjda9wrkcoVOtDO6QxH04XRwXI6ubxBLm/g9TjpHukcO2+Y5PNmoSPtkfnaqjC7D/SOHUvTVBxaoU8px0ifUtrIe6/HSS6nF/qhUpVCP1VHzKuqOtZvVTjkZThWGHJ9tIaiqigoqjI2VVBQVCgJ+xkYShaafDJSm/GI+dHfr9H9hENeBodSI8sYW3ekw9uAw6Ed9yZSYfw2h+e9HifxRLb4P5KikM8bxacfURrx090Xm9Q2bpeDRKq4vFWWB+nsjhaVtroyTHvnUFFpSyM+evrjRaUFUFWFbHZyn08w4GFgOFl0+nmzKtmxt7vo9HXVEVrbBiaVp5Y5VWzd1Vl0+tqqCJ090Ukd45Uy9El8b88Slq1inaRJjiVNcsQkSMBECCHOUbFUll1dfWw+1M3Wth5i6SwDqTRLG6pZ2ljNNcvm0VJTgdspl4pRujFMxthLRt+LbfWTy79IXj+AbnYSdpSiKF4cjgbczuU4tGqcruWoaiUOtRJFDRdqgqgRFGWKauRYWRx2FNuKYlvDaFY/ttmHbfVhmgPo+hNYZgeWWkla34iqluDQZqM4V6NplbidLbicLTi1+nMuCOZxOljdVMfqpjoAPnPjlXQOx9nU1sWW9h42t3Xzh827WFFfw7a2HhbUVrKkoYqVTbXMqy5nVmXJjO1QVlGUkVokzkkHWybDtgsjmBnmyIhlZmHEMnPkvW4Y5PImljUy2tnItPAaPxKaia5bWHZhvW3bWLaNbRWm2Iy91zSVshJ/oVYXhQfyo/1mQWFa2KYw7/U4UVAOpz98AkdOxjopL/QjM/5kjz33Izkc2qSGgrdtsByT/35pmoJrkkPOOxwqriJ/5x2airvIDs6djkmkdTlwu4qvJaeqSrEVLca4XQ687uKP4XCoeNzFX/+cDhWPZ3I1/QqBw+KvB5qm4nQU9/fVjRPXGnm1kxomYiop9vhfdCGEeAXi8TjhcFjGtj/LDCXT7Orop61/mJf2d7CjvRfTsrli6WzKQwEWN1SxuKGKsO/sbIowHXLmENHcdlK5HcTzW0nkdhBxhtHNbrzOeUTcq3E7SnA5mnE75qCp1ajq2VcLAcCysphmG4bRim60kjHayOa3ktd3oziXEc/vxudaiNe1DJdzCSHXUnzOZhTl7A0I7IsOkjbyLCmrRj1NwZ6cbrC7u58tbT1sbe9he3svKtDaN4zX5WRhXSUXzGugpiTEwroqZleV4tDO3s9MCHHu0PXiAyYna5ITj8eprqqYEeW60TLot19ejTdw4mBXJmnw3lUbZsQ5ieknARMhxJSSgMn0MkyTtv4oe7sG2Ns1wEA8xbO7D+HUNBbUV7Bqbj2NFREW1VdRFvRNd3bPGpZlEdP305fZQn92C6axj2h+B0FnM7W+dXgd1QRdCwm65uPUItOd3Slj2zZ5o4O0vpO0voOM3k1P5lnyZh8aAdzuC4i4F1HqWUHEvRSXFpzuLI/ZFx3kvr1b2T7US60vyEU1s7isvpmI5/SOghNLZ9nZ2cf29l52dPQyEEuxsbULgLKAj6pQgHm15bTUVjCvtpy5NeXyvyaEmLFmUrluNK//s2HdhAGTD65+YUack5h+EjARQkypmXRhncl006RzIEZbX5Q9XQPs7x5kf/cgOV0nHPAyr66c+bUVzKstY15tBUGvDOl7JNu2Gcy305VeT2d6I93pzUQcGmHXLCq9y6n2LCXiacGpBqY7q9MiZ/QSy22lP7uFwewmEvkDxEyViGsuVd7VlHvXUOtbhlM9O4bo7UzG+EtbK092tJIxdK6on8PamnoWl1eekaZG8XSWXZ39tPYNsrm1m71dAxzoHcIwLZrKS4inssypKWNOdRkLGyqpKw3RVFVKZdh/zjWFEkLMLDOpXDea169vOH/CgMmHVj8/I85JTD8JmAghptRMurCe7SzLpj+WpL0/SltflLa+YdI5nfV7Okhmc9RXRFhQX0FNWYg5NWXMrimjKhKQG7ATyJop9iU205Pdwa74E+StDMvDayl3z6bOt4JSV/NZ26RmuhlWlsHsDnoyLzOUO8TuxPOgKDT6L6TEvZg5gTVUuGedFd+9rGHwfGc7f2k7wI6BPlZX1bG8spqLG5sIus5c4FA3TFr7htjXNcDerkH29xSCmjWRIOv3dgDgczuZVVnC3JpyqkuDNFRECq/yMKVB31nxeQohzm0zqVw3mtf/Wn/hhAGTj655dkack5h+EjARQkypmXRhnW6WZTMYT9EzlKB7KE7PUIJkJsfOtj46B+Nkczor59Vh2zYNlREaKiM0VpTQWBkhEjg7nuyf7Yby/WyNbqA3e5BtsT9T7ZnFysiFNPjnU+ttQVUkQHIqdCtDV3oL3Zk9bIo9wXC+i1n+C/E7KlkUWsss/2Ic6vQPc2zbNvuGB/lT6wGebj+ER3OwtqaeK5pnM7e0dFoCEulsnrb+KAd7h2ntHaJzIMb+rgHa+qOkczoAq+bUseNgDzVlYerKQtSWhWiuLiXs91JZEqC6JEhlJFB0549CCHGqZlK5bjSvX1l/8YQBk4+veXpGnJOYfhIwEUJMqZl0YT1dDNMkmswyFE8zGE8zFE+RzORp74/SH03SH00yGE8zp7aM4USG6tLgyCtEXUWIqtLCDZJ/Ej3ni8N6sz1sGF7P+qGXUIhR421gefg8FoaWEXBGpjt7r0pDuU72JbeyJfosh1I7qPYuJ+wsY3nJWloCS3FpZ0eTsFg2w1OH2nj8YCv7hgY5v7aBNXV1XNDYgN81vf9vtm0zlEjT3h+ldzhJa88QXQMxuobidA3ECXhd7OscHEuvKLBkVjW5vEl52E952E9tWZCAx01J0Edp0EtJ0EdJ0Esk4JXgihDilMykct1oXv/jpcvwnCRgkk0afPK8J2bEOYnpJwETIcSUmkkX1pOxbZts3iCVyZHM5kll8sRTWeKpLIlMjkQqRzydRVEUDvYMEU1kSGZy2LZNTXmYVDZPWdhPWchHachHVSRIJOihIhKgIhKgJOidsUOSno36s0M8N/gizw9twK85qPCEWV2yhsWhJXg0GfnnTEobCbbFXmZj9AX2xLfj0MqZH2xhbck6FoYW41DPjmGqLdtmc3c3T7Qe5Nm2NuaUlDK7pJRLmptoqSg/65rD6KZJfzRF73CC3uEEPUMJYskMnQNx+mNJBmIpQj4Puw71HbNtdWmQRCpHyO8h5HMXpiPzJUEfXpcDn8dFwOPC73Xh97rxj8z7XIXhh71uJw5NPes+FyHE6TWTynWjef3ii1dMGDD557V/mRHnJKafBEyEEFNqqi+stm1j2Ta6YWKYFoZhYZgm+lFTC9000Q2TXN4gpxuFed0gr5vkdYOcbuJQFQZiKTI5nWzeKEyPmHc5HSSzubFje9xO/B4nfo+bhqoIed0kOHqz4XMT8LkJB7yEfB4iAQ9BnwdVlZuJ4zEti+d62lhdWYfXMTVNNVJGhpcGt/Fo37PsSxzi6upVrIgsZnlkMS717KudY9k6GaOHrNFN1uwjZ/ZjW1lyRhe6lcClBUnrB7DtPH5nAxl9L6Dgc84jY3SiKm5cWi2GbeBUQzi0MC6tApdWglurxK1V4XFUoSpnR0ACIGUk2RTdyItDLxDNJ+nOxrmg7DwuLj+fuYGzo8+TUf3JFE8fPMRTrYfYOzDIuvo6ltVUc+GsRsoD/unOXlFs2yaZyTOcSDOczDAUL0zT2Ty9QwliI0HfeCpLPJ0jnsriczvp6IuecJ8r59WxcU8nAJqqFIInrkIAZVZ1KYOJFG6HA5fTgcup4R431VQVp0PDoR2eOjQNp6Pw3qlpuF0OLMtCU1U0VUHTVDRVRVUVNFXFoR2e1zQVRQEFBVVRUBQFVaUwHXmvqaPLD3+/FJTCdooytr2iAKPbUVhn2fbY/MiGY5PRZYdXKZiWddT3+MivtMJRbwp/I8vmRAXv4/07WCdJfzyWNblivWmahzM3UVrbKjqtZVkUe4cxep2fDNO0ivr9MCeRj1GT/Qxt7FPaxp7ENjZgTiK9ZVlFpy0N+qgsPfEIaPF4nOrK8hkRXBgtg/77i1dOGDD59No/z4hzEtNPAiZCiCk1erH6t2/9hsGkMWH6qtIgnX0xoFCAgMOFzNH3qqoSCXhI53ScI4Vth+NwoXu0AB7wuTFNa6yg7nI6cI9MXU4Nr8uJpql4R56WelyOwtTtxOMqPD0VU2vnUB+/2r+N3x7YSV8mydcvfR03zV50yvuzbIuNw/t5pPc5nh/YxuWVy1kemcv5ZcvxOc6OmiS6lWEot49Efi/x/AHiuYMYVhspowOwKXcvwMbArZUTcjYDFg41iFsrAyxUxYVD8WGTo1BM1jCsBJadw7Yhaw6iW7GRV5KM0UXO7MfjXEgstxOvo4YS7wWAi7BrNiHXPMKuubi06R3xJ5qP8fzgep4aeB7wMZhLclXVOq6oPI9yd8m05m08y7bZ2t3Ls62HeKa1jZpAgBKflwubG1nTWE/AffYF5E7V+Np06ZEadalsnmQmj2maDMUzZHI6mfxokFknk9MJeN2090XJ6yMBasMYm8/lDfKGWdSN5JLmarYf6Ck6z/MbKtjT3l9U2sbqCG090aL3vaCp8ri1dE5EU5VJ3ciuaqnj5d2dRaef31jJnrbi8+N1OcjkJ772jprM+S6ZXcO2A91FpV0+t5bN+7qKSuvUVHSz+Bt8gPKwn4FYasJ0HpeD7CQ+D4BIwEs0mSk6/aLmKna09k7qGCvn17NxT0fR6Sf7vSkL+RiMpyeVpxMx81k2/uRfZkRwYbQMeucLV08YMPm3dY/NiHMS0+/seQwlhDgrmKbJZz/7We655x56enqora3lXe96F//6r/86qafB//jWK+QidI7qSSX47f6d/HrvDnKmTmt6CICI20Msn5tg6xPsMxPl0Z6X+W3Xc7gVJ69vWMPfzb6JcndkCnM+eZZlMpRvpSeznd7MTmL57UTzB3GrQZr8i/FoZdQFLiXkqsfvqMPrrEFTpv5m27Zt8uYQaaOLtNFBxhhiILed/fFf41BD9GQ2EXQ2UOW9EJ+zkWrvUkrdc85obZSIK8x1NVdxXc1VtKW6+XPfi/y+6wke69lCmSvMa2vXsa50EU5t+osmqqKwvLaa5bXVvP+idSRzOV461MmzrW18/fHnqAwGmFdRxtqmelY11k57/yevhKIoY0Hk8inet2VZmJZdqAVomGM1BXXTPKq2YOFlYFo2pmVhmtbYvGXZI+8PL1OAbN7Asu1C7QSrMDVHptbIy7ZsnE6NZDoP2Nj2yJN9m5FXIb0NMDL1eVwsnFXFyKLCFJvRah6jzxlHQySmaY3NH/kM8qgQyhHLy8J+SoPF11gKBz3Ulp346f94mqqSN82i05cGfZSFi8tPecRP0Fdcf0SVpQE87uJqE6qKgj6JPAN4XU5S2fyE6RyaSl6f3L5dTo3MSAfMxagpm3xZp7I0wIKmyqLTV0QCzGuoKDq9z+MkHCyuc/gDR/SN9GphAuZJakNN7hshznVSw0QIcZQvfvGL3H333fzwhz9k8eLFrF+/nr/+67/mC1/4Ah/60Icm3H4mtXUVUyet53mkdR+/2buTgVyKbYOFp20eh4Ob5y/gqoa5XFY3G5dWfMeThmXy/MA+ftn2HJujh3hz0zourlzA4lDTtDXlsG2b3twh2lMv05baTHdmFz4tS5l7DlWeRdR4Wyhzz8PvqDprmptYtkEsf4Ch3C5i+R5ak88wnD9AhWcdNh4a/Cto9K+h3H3mP1fTNnlxcCcPdr/IC4O7qHTXcFH5Qm6qX0utt/SM5mUyBpIpXmrr5MWDHQyn0nQMxVndWMvqpjpWNdRQHpze2jxCCFGsiYJDM7FJzqeeuw5P4MQBu2xS50sXPDQjzklMPwmYCCGOcuONN1JVVcX3vve9sWVvfOMb8Xq93HPPPRNuLwGTs0NONxhKZaiJFP9kcrJMy+L5znYeP9TKT3ZuJm0UCl1ramvxOp3cMm8R186ah985uafvA9kEv27fwC8PvcSSSC2XVM3jmprl+B3TM9JKzsyyO7GZ9vQmdsafI2+lWRhcRq13AY3+ZVS6m9HOgiF0JyNrxunJ7ORg6mXaUhvR7QAJPcrc4GrmhS5ktn8xzjPcD8xALsYfOjfw284XGcolWFWykNfXr+aiyhY05exuLjeYTLOhrZMNbV20D0RpHRhmSV0VKxpqWFpXRUt1BW7n9NecEUKIyZpJ5brRvH7yuetxnyRgkkvq/McFD86IcxLTT67eQoijXHjhhXznO99hz549zJ8/n82bN/P0009z9913Hzd9LpcjlzvczCIej5+prIojDCRSbOvs5YXWdja1dbOjq48VDTX88G9vndLj2LbNroEBHtq/h5/t2EpfKoWqQNDnZn5pObfMX8gNc1oo902+k8zNQx385MCLvNjfyiU1zXxl9VtYGqmflpoaKSPFpugGujL7WT/8GGWuKtaVXsgb6/+RBt9CHDMsQDKeRwsxK7COWYF1AMTyA+xPbmBPYgM/PfR1DNtgceg8FoTWsSS88owET8rdYd45+0re3nw5Lw7u42cHn+cfX/4JNZ4It9RfwC2NKyhxn52dr5YFfFyzaB7XLJoHQDqvs62zl60d3XzniRfZ1T1Aic/DkvpqltZVMb+6nHlV5RJEEUKI08C0VUz7xIH2k60TYjy5UgshjvLJT36SeDzOggUL0DQN0zT5whe+wG233Xbc9F/60pe48847z3Auz22xdJZd3f3s7x3khdZ2tnb00BNLsqyhmi2dhztO7IrGsSx7SkbuaY9FeWD3Ln63ezd7hwZZW19HXyrF3JJSXt+ykNfNb6EpPPmOO3XL5OGOnfxw34v4nBoXV83hU0uvo8Tte8V5nqycmWNjdDMvD29iW+wF6n2NnF92AR9v+QoV7poznp8zKewqZ1XptawqvZa8lWN3fBP7k7u459C3UVE5v+wqFoVX0BJsQT3NtT00ReWC8vlcUD6fjvQQD3Zu4f/2PsV/7/ozN9Qv5bbm81kYqT6teXilfC4na5vrWdtcD5cUlvXGkmzp6GZ7Rx8Pb93Lvt4Bgh43q5vrqQ4HmFdVzvzqcmoiwbOmOZcQQsxElq1g2Sf+HT3ZOiHGkyY5Qoij/OxnP+OOO+7gy1/+MosXL2bTpk185CMf4e677+ad73znMemPV8OkoaFBqjlOAdOy6BiKs793kL29A/QnUjyxs5WuaKEWT0XQR1+q0Au+26Fx/uwGakpDrGioYUVjLQ2l4Vd049UVj/Pgnr38cc9u9g4MklNMdMuiPhTi1sWLubJ5NovKK0/pGNFchp/u38j6wYNkTZ3b563lqpoWHOqZfepj2zb7kod4rO8Z+rPtZMwMF5Wfz7rSNVR4iu9g79UqZ2bZFtvI9vguHu9/inJ3OVdWXMPasjWUuiJnLB8ZI88fOrfyWNcu/tx1gDXljdw+Zy1X157578xU6k+k2NHZy77eQfb2DLC3Z5BSn5dYOktzRSnNlSXMqSqjtiREQ1mYkPfsGAlKCHHumIlNcj709OsnbJLz9YsfmNQ5Pfnkk3z5y19mw4YNdHd3c//993PzzTefMP3jjz/OFVdccczy7u5uqqvP7qC/OJoETIQQR2loaOCTn/wkf//3fz+27POf/zz33HMPu3btmnD7mXRhPVsYpkVr3xAHB4Y52D/MoYFheqJJNrZ1kdUPD4e4urmODQc7CbhdLKitoKWm8FpUV8ncqjKck+hQ9US64gke2bOXh/bsRVEVXuwsDHtYHQjwpuVLubSpiRXVNacciGmND/HTfRv5xYHNXFU3l3cvWMvikjNfcMiYOR7vXc/G6HZ2J/dwacVarqy4gOZAwxnPy0wxnB/mmYFneGZgI23pTlaXLOOa6qtZHJp3xmpE2LbNC/2H+OG+F+hLp+hPZ7h9/hrePHs5QderI5hgmBadQzFa+4c40DfMcDLNpkPdtA1EsWybhrIwK5tqcWgqdSUhakpC1JaEqAj5CXrdUjtFCDGlZlK5bjSvH3z6lgkDJv9z8f2TOqcHH3yQZ555htWrV/OGN7yh6IDJ7t27jzpGZWUl6gwO9J+LpEmOEOIo6XT6mB9yTdOwLGuacjTz2bZNLJ2lJ5qgJ5Zkf+8gHYMx2odidAzG6IkmCPs9DCbTh7cBykM+5lSWMre6nLlVZcyvKWdWeQl1JaEpvSk6ODTMo3v28+juvXSmEvQmUwCsbajjXatW8tr5LaysrUE9xWPats1LfR38346XeLm/k/csOY+HX/t3VPlOX4e0J9KbHeL+jqfZm9gPis0N1RfzsZZ34dZm7rCwZ0qJq4Qba2/ktTWvZVtsJ88NvMxntn2dJl8tN9VdxUXlq3GpkytW/LlnG6XuACtKZhWVXlEUzq+cxfmVsziYGOJHe9fz9W1P8b1dL3Bt7ULeuWA1zaGzd3SdYjg0laaKEpoqSrh80dHrUtk87UMxuofjtPVH2d83xFO7DzIYT3OwfwjDsqkKB6gMBWiprUBRCv2rlAV9lAf9lAV8hHweIn4vXpdDgitCiFcl01YwT9Ls5mTrTuT666/n+uuvn/R2lZWVRCKRSW8nzh4SMBFCHOV1r3sdX/jCF2hsbGTx4sVs3LiRu+++m3e/+93TnbWzkmVZ9MVTDMRTDCRSDCTSDCRS5HSDrW099MaS9EQTYzVFFtVXsb2zd2z7kNfN/JpyFjVU4Xe7aK4ooam8hObKEkr93tPyFMK0LLZ29/KXvQfYPTDIn/buH1t33aJ5NEYiXN8yj8VVp9bcZpRumTx4cA/f3fYSdaEQl9U28/VLXofXceY7TN2b6OLnh57k5eh21pYt5H1zb2VesP6M52OyDgwOMZzO4HU6CbhdlPl9+F3TG9xRFZVlkcUsiyzm9fXX84eux3mk5yW+s/8PvKH+cl5bcwF+h7eofS0raeSe1if50YHHuW3WpawqbS76OzcrWMpnVl3DR5dcym8P7eAbW5/nh7s3cFX9XP5u4VrWVjW86gICfk+hdtmC2uM3F0vndPriSfpiSaKpNB2DcQYSaXZ3DTCYTBHxeXlpfwfRVAanphLxe1ncUEkslSPodRPyeQh53IR8bspDhQ52/W4XfrcLn9uF3+PE73bhdTnxupx4XI4pqdkmhBBTqdg+TMYPVOB2u3G7p3ZEvhUrVpDL5ViyZAmf/exnueiii6Z0/+L0kyY5QoijJBIJPv3pT3P//ffT19dHbW0tb33rW/nMZz6Dq4gbtZlUdXM8w7SIpjLEMzkS2RyJzOgry3CqUEMkmsownMoQTWWIprNEUxlswBr3U7qwrpJ9PYNURQJUh4NURwJUR4LUlYUJed3Ul4apKw0T9p2ZZgTRTJbnW9vY2NnNb7btZDidAWBNYy2mbXP1/LlcPW8OzWWT77h1vHg+x893beHF3nYSRp6/W7yGKxrmnHINlVdie7SD33Wu5899L3Nz/fnc2nARFZ7wGc/HqXrmwCE2dnZjmCY9qRQDqTQRj5vWoWHCHg/LaqsJezzMryhjfkUZFYHAtOQzoaf5XdfT/LH7OXTTw2tr1/BXDRfhdxT3/R7KJflJ63PsjHfxrtmXcF5Z8YGTUYZl8XD7Hn66ZxMvdnUyO1zKuxev4abmhXgc8nzoSJZlk8jmiKYyxNJZhpJp4unC7108kyWeyeHUVA72R0nn8iSzeVK5POlsnlROx+nQiKUKvyGaquBxFoInHqcDj8tJVThAIpPD7XTgcmiHX04HLk2jNOAjmc3h0FScmoZDU0deGg5VxelQ8blc5HQDVVXQVBVt3FRVFRxjUw3DMlEVBUVRUBUFTT08PzpVFQXTskABhdF1AIXp6HuFwnfPtAq/64oCo19HpbDx2PzoctsuBKNHHfn1Hd3fEQsK+zdtbI5fDD9mG8AwTY6z+Lh0w6LYfyHdLK4GqW3bGEWmVRTIG2ZxGaDw2R/ZBHUimqqQzRefHgqfac6Y3DZOh0Y6l5/UNi6Hg2Q2N3HCEZqqTurcnZpKOqcXnd6y7aO+myfj0FT++orzjloWj8epqSyfEeW60TLoe564FddJmuTkkzrfuey+Y5b/27/9G5/97GcnPI6iKBM2ydm9ezePP/44a9asIZfL8d3vfpcf//jHvPDCC6xataqY0xFnCQmYCCGm1OkMmNi2jW6a5I3DL90wj1qW0w2GUhlyukE2r5PRjZF5g4yu49I0DvQOFQr/eZ1UtjBN5/JUR4Ls6xk87rFbaivoHIoR8Xsp8XtHpoWq7UGvm4jPS3moUO29POgn4vfgc7mmZISaU6GbJlu7elnf1slju/extasXy7ZZ01THnv4BLp3TzBXzmrl49iwiU9SRZHs8yv17d/L9bRu4onE27166miXlVVOy78naEe3ipwef5an+3dw260Le3LSOkOvMj7xzOsUyWQ4NR9ndP8C+gUF640l29Q2wqr6GhnCENQ21LKmtwus8czV6MkaO33a+wD0H/0K1u5pLKhfypqbz8RTZ5Gkwl+QH+5/iYDzGO+dewJryplPKx8b+Lr63fT0PHtzNpTXNLC2r5u2LVlDpm56A0quNZVlk8gZZ3SCr62TzhWkmX/itzebzpPPGyO+ycdRvdt4wcDo0BuNpDMtCN0wMy8IwR18mumlRHvRxaCCKaVqYIzd8lmVjjExNy8IcmTZXlrKzoxfLLlwnTNviRKVbr8tBpogb7YqQn/54qujPZGVzLRtbu4pOD9BcWUpr31DR6d0OjVyRQQiHphYV3FjVXMvLReZ7xawaNh3sLirt7MpSDkzi3FbNruPlA51Fp1/WVMOWQ8XlZdTC+kp2dvRNapvJfD6jJvtdmOx3raW2gt1d/UWnD3ndxDPFBXA8LscxgSgzl2XHN/55RgVM/vrxN+EKnPi6k0/m+f7lv6C9vf2ocyq2hkkxAZPjueyyy2hsbOTHP/7xpLYT00sCJkKIKTV6sfq3e36Hx+fHqWn0xpLYto1l2yNTjpi3sSwbr8tBx1Acw7RGCsIjhWfLwhyZzqkuY8NxClQOTS08vdQ0Wuoq2Ns9gNvpKDz1dBaeerqdDjwuB3UlIQaTaXwuF76R6uWF6uZOgh4XoBD0ugvV00emQa8Hh6rgOIurnuumya6efjZ2dPPEvlZebusireuc11THxo5uVtbXcNHsJi6c3cjimqopG1nEtm1e7O7ge1s28HJPF3+9bDW3Llg8bTemBxODfGvPX3iydy8fWHAZr29YRdD56ugMtBiWbXNgcJj1bR1sbO9iQ1sXDSVhrmmZy9pZ9cwuLz0jzVTSRo5ftb3IDw88zvxQPVdULeGWhlU41OL+h3ozcb61+yl60jE+sOBylpbWnlI+upJxfrprMz/cvpGMoXPTnIW8fcEKVlaf2v4m64EtOynxeVnVUENgiqt5i5OzbRt7/LXGtsnrBjaFGiE29khgZfT6dHi5ZRVqUxxOU1jOEfNHLjfNw0/xj6w1Mr6UfeR7wzKPqZ14MnndLL7WiGEVVRtFofgaJgqQN4sL2KiKQk4vvoaJQ1PJ6sXXmnCoGpl88ekP52lyNUxcDo3kJGuYuB0ayWzx2zg0dVK1ZVwOjdQk8mTbhUBjcXnR+O5jLx61bCYGTN75l7dMGDD54RU/O+VzOtWAyR133MHTTz/Nc889N+ljiukjARMhxJQavVht2HWAYChIJq9jWtZRVaKPmVchmzdQFEaqXBdeTu3wfOFpmYkNR1Xxdmraq66fgmJE01m2dfWyo7uXZw60saWzm4xusKapjg3tXSypqWLdrHoumN3I8roaAu6p7fcia+j8ds8ufrh5I7PLSrmkoYmb5i3AMw39kwAMZVN8Y/dT/PrQJt6/4CJunbWayKusRsmpsG2b3X0DPLu/jQe37abM52NBVQU3LGthXlX5aT9+Us/ys4Mv8H97n6DOF+HDC67j0qriR9VpSw7z/7Y/Qd40+ciSy5gTOrU8p/U8v9q7nWc62nho/16WV1Zz+5KV3DBn/mn9zm7r7uX51nY2dXSTyudZXF1JS2U5y+traCh5ZcN+CyHE6TC+uc9MbJLzjr+8dcKAyY+v+OkZD5i85jWvIRgM8utf/3rSxxTTRwImQogpNZP7MDlbJbM5dvX2s7O7n919A7x0sINDQ1EAVjfVsbO7jxUNNaxsqGVNYx1L66pO29Ps9liMe7du4eXeLkq9Xt65fCXrauun7cZPt0zu2beeb+18hmsbWnjfgoup9c2cPkrOtM7hOH/cupun9rSSzuu8+bxlXL90PgHP6a390JuJc++BF/i/Pc9yYeUcPrnkWuaGj99x6fHsivbyP9ufIuIM8PdLLqTGd2q/LbZt83THIX64bSOPHzrA7GAZV8xq5m1LltMUjpzSPotl2TZ7+wbY3NHD5o5u2odj+F1O5lWWs7i2isU1ldSGgzLcpBDirDKTynWjeX3bn982YcDk3ivvndQ5JZNJ9u3bB8DKlSu5++67ueKKKygtLaWxsZFPfepTdHZ28qMf/QiAr33tazQ3N7N48WKy2Szf/e53+e///m8eeeQRrrrqqld+suKMkYCJEGJKzaQL69kmb5gcGhpmf98Q+/oG2dc/yEAyzfq2w82QVjTUkDdNltZWsayumiV1VcypKJuyJjbHY1oWTx48yP27d/JSZwdvWryENy9ZSm1wev++T/e0cu++DfTnknx65TUsO8VmG2eKnjfo6xikr2OYod4Ysf44qViKbDKLns6y6uqlnH/D6jOSF9u22dLRw2Pb9/HrDdu5cXkLt52/ksbyyGk97vbhLu7a9ijtiQRX17bwD4svJegsPljzfO8hvrblaVaU1/LehedT4iluNJ7jaYtFuXfbFu7bsY2hbIY3L1zCZU3NXD17zhkb+SWZzbGzp5/t3X3s6O6lP5FCNy1ml5cyv6qc+ZVlzCoroSLol9ooQohpMZPKdaN5fcuf3j5hwORnV90zqXN6/PHHueKKK45Z/s53vpMf/OAHvOtd7+LgwYM8/vjjANx111185zvfobOzE5/Px7Jly/jMZz5z3H2Is5sETIQQU2omXVing23b9CdSHOgfom0oyqGhKIcGo7QNRgn7PKw/dDg4Uhn0c/G8WQQ8bhZWV7CwuoLm8hJcZ2jEj654gvt3bOdnW7cyq6SE21es4LLmZlzT3JdLTzrBf215kie69/OJ5Vdwc/OSs+pm0rZt+juH2bOljba9vezZdIj2vb0kYyma5lWRSWRRFHC7HCi2idPpwKHB+a9bxfXvuvKM57c/keKBjTv4wRMbuHh+E393+VrmVJUVvf0fWndR4vZyYW1xHbTats1v27bxn1v+xLxgBW+YtYKbmhYV/Te0bZsH23bzve3reU3jPN61YNUralaTMwwe3L+XJ1pbeWDXLsp8Pt64cBG3LlrCnLLSU97vKedHNzgwMMSevgE6h+Ns6+ylL5HEoWosrq0k7PXQWBqmoTRCQ2mYcr9PaqUIIU6bmVSuG83rrX+6Haf/xAETPZXnvqt+NCPOSUw/CZgIIabUTLqwng6pXJ7+ZIq+eIr+RJLeeJLWgWG6onG6ogm6Y3FyhknQ4yaRzeFxOmgsjdBUFmFpXRVhn5d5lWXMqSglNEWj10xGzjB4bN9+frl1G3sGBnn7quVcN38+zSWvbLhh27ZfcVDDsCx+uGsDX9/yDH+zaA1/vfC8SdVOOJGsbuBxvrIgVF/nEBuf3MX2lw5wcFc3e7e04wt5ScczeHwusuk8TfOrqawrQVOhtDJMaWWQYNiHL+jB53fTsKCWhvnTV0smmc3xm/U7+OZjz3Ppgmbe/5rzaSyLTLhdPJ/j7pefImMYfHzVJVT4/EUdL6Hn+Nb2Z/n2zuc5v7KJz593HbNCxQco8qbJT/ds4pf7t/G3C8/jxuYFaK8wcLB3cJCfb9vKX1pb6RiOsbSqijcsXsQN8+cT9p56bZapkDdM2oeitA4M0z4co20oSvtQjGg6Q1Y3KA/4qY0EaSgNE/F5qQwGqAz6qQwFKPP7cGgSVBFCTN5MKteN5vWNj71zwoDJr67+4Yw4JzH9JGAihJhSM+nCWgzTskhk88QzWWKZLH2JFEOpNMOpDEPpDEOpNLppsbunn75E6pie61c11RJLZ6mNhKiNBKkNh6iNhKgOB6gvCVMZDEzb0MOjLNtmfUcnD2zfyZ/2HeDalrlcNruZS5tnveKmPgejw3z5hadZVV3L3yw/9eYm2wZ6+c/1T5BXdP7tvKtZVPrKhys2LYufrN/MN556gZ+8803MKZ98bYIdG1p5/Fcv0rq9A0VTyedNVIfGYE+MVZcuoLwmzKz5NdTPraK6qRy3Z3o6xZ2MWDrLD57cwMsHOmmpreD9rzmfEv/EwYKt/T184YXHeXPLUm6eW3yNkW1DPXxn+/M8dGgvH15+EX+3aN2kajEl8lm+veUlnuo8xIdWXsCVDbNfcXAuq+v8pbWVX23fzpOtB1lWWU2F38+NC1u4cs7sMzpUczEsy2YglaI7mqA3nqBjOE5/IkVfIkVfIslgMk11MEBfIkWJz0vpyPDoZX4f1eEgmqoS8roJedyEvB5CXjdhrwefy3lW1d4SQpx5M6lcN5rXWx796wkDJve/5vsz4pzE9JOAiRBiSp0NF1bbtskZJlldJ6sbY6+cYZDM5RhOZUnl8qTyeVK5POmcPvbe73KxrauXeCZHPJM9ajjB+tIQHdE4Ya+HUp+PEn/hxqM6GMDtclAR9I891a0I+qkIBl5xzYXTxbZttvX08sede9je20feMrl58UKuXzCfsOeV12wZyqT5wZaNfOPlFzEsi1KPl2ff+R48k2xOlNF1/mfz8/x450buWHMJty1YgToFN3B7egf41wcexVAstvf08Y7zVvCv1xXfrnjriwf4+f8+wq71B/H5Xfh9LtZctYglF8xj/rImSipnfgGsJ5rg6w89Q/dwgssXzuZtl6yYsG+PvGnyjU3P0xGL84nzLy26tolpWfxg1wa+uulJrqiZy3uWrGV5Rc2k8tubTvK1l58hndW5fckqVk/R0MH9qRS/27mb3+3YxdaeXqr8AdbW13FtyzwunT0Ln+vsCp6ciG3bpPM6w6kMg6NB31SGnK7TEY2TyOSIZ7PEMjnimRyJbJbKUIA9PQP4XIeHYPe7CsOw10VCJHP5kaHbnXhHhm8fnY4uGx3JrDCqmYrL4cCpqTi1wlDwTk0bW6coSmFUNLUwHR1JTYjTwSxyqN1RumFS7E2TDehFDsEMYJhW0UNMT2aYYADLsjCs4m/3gh433iN+1+LxODUVM2uUnNc/8u4JAyYPXPP/zYhzEtNPAiZCiCk1erF66OUteHwBbNvGtG0sq1AYsGwby7KxgVgmi2lZGJaFaVqYto1pWZhWoTBgWhaWZZM1DBKZHLppopsmecNENy3yR703aSgNs/5gJ1ndGMuPpip4nM5Cod7hYGFNBYeGovhdI4V/txPf2LyLsoAPy7IJed0EPYWnrIUnrx4CHhc+l/MVV/ufLpZts6mzm0d37+NQNEpvIsUNi+ZzXcs8asNTU2BI5fP8f5s28H8b1lPu99OaGObSxll84oJLWFReOal9Pd/Vzicff5iLG5v44MrzqfYHX3H+LMvmR8+9zJN7D/Jsaxst1eW8de1ybl25pKi/665NbTz8ixd46KfPU9dcxqz51Vx07TIueu1yXO6ZceM8WVsOdfPF+/9CwOPifVefz5q59RNv09fD5599nPcsX8PVzXOLPlZHIsannn2Yp7sO8f6l6/iH5RdMujbHvuFBvvzC09jYfHztxcwvnbrhk1uHhvnL/lZ+uXkbewcG8Tgc3LpsMUuqq7h8TjOl/lffUNamZZHJ66TyI4HlkVfWMIils2TGBabHB6q9Tged0XjhN3vktzpvmuiGOfYbrpsWTlUlns0dc3yHpuIYG25eYVldNVs7ewtD06sKmqKgjgRXtNFlqoqiQJnfR38iNTaUvaIwFoRRUFCVwvCgiqJQ6vcW0o4ct5AGGJkqY9OR9SjUlYQ4OBgdeX94uyPfj+yCupIwh0bSHml8OEhVFPIT3GgH3G6i6cxJ04wKe90MJNNFpa0IBugcjhWVtq4kxMGB4aLSzq0qY3tnX1FpAdwOjcS42poTCXncDCRTk9pGU9QJP+sjLaqtZEdXcedREfDRX+TnDnDerDpeOtg5cUJgXlUZe3sHi973mll1rC9y38dj5rLs+co/z4jgwmgZ9IaH/3bCgMkfrv3ujDgnMf0kYCKEmFKjF6v/uP9hfIFCcxNVUVCVQmG38ARRwaWqJPP6yNNEFVVVRgrFhcKuNvqkUVPRTQv1yCeUmmPkSeWRTycLT74dqnrUU84zNdrF2SqZy/NsaxuP7zvAho4uqoIBrp4/hyvnzaY+MnXD7+ZNk/u2beOx1v080dYKwOqaWj5+0cWsq22Y1L5S+Tx3PfsUm4d6+Ntlq7lhTsuUPGUeSKT40h8f58Gte1AUeNO6ZXzoiguLam7S1TbID776EAd2dNJ1aIDl6+Zw420XcP5rlqCdA31DmJbFb17czlceeJKb1y7i/ddeQMh38ppIGV3nay8+S1rX+deLL8ddZO0i27b51b7tPLB3Jx3xOHdddi3n1UwcpBlvQ08X39nwEgGXi4+uu5D60NQON71/cIiHd+9lV08/D+3aiwKsqKvhmpa5nNdYz+LqyhkbXJ0Otm2jm9ZI0LzwRNywzEIA/YjlOcMcW26NBNltu/AdLbwfCczbFoZpoZsW9kiw3rYLwfrR4D324XlNUUjl9UJesCmsLkwZfT9SZLYB2waPUysEeUZK0vYR5zJ2XiNTn9NBNHN0QMg+Tn0Fs4iaBk5NO6b554m4HMWn9bqcxDPHBq2OJ+BxMZwqLmhTGvDRE0sUlRYKwaicYUyc8AguTTuqRmgxLHtyNS+qQn7ah+JFpQ15XAwW+fkAzKkoZVd3f1FpaycRrAJYUFPB1o6eotMPjcv3TAyYXP/Q300YMHnwuv+bEeckpp8ETIQQU+psaJJzLjOtQhOT51vbODQc44n9rZw/q4HL5zZzUXMTJb6p7bjStCwe3LOHLz/9NB3xOGBzyexZvH3Zcq5qnjPpQMdLnR187LGHWFldw2cuuZyyIpt0TLjfAx18/Gd/IOjxkNBz/NtNV3HlwjkTbpdJ5fj5dx5n9+Z2Nj23jzWXtnDVTSu49Ibl5+TIJD3DCb750HM8t+sQd77tGi5omXhknD/s3c2vdm7nXy66jDllxY++05tK8s9PPsLmvh5unrOIj627aNK1TWzb5olDB/mvF57h4vom3rF8BdWBV15TabyeRJLH9x7g6dZDPL3/EGldJ+L1cN2CeSyqqmTdrAZmlUakeYkQ4qyXHgkcjpqJTXKuffA9EwZMHr7+OzPinMT0k4CJEGJKScDkzDIsix09fWxo62R3bz9PH2hjbkUpF8xq5MLmBhbVVJ2Wp9ymZfGHXbv5n+eepzeRBIdCuc/HRy68kBtaWibdz0ha17nr6ad4ZN9ePnvVVVwzu/hmHCdj2zY/eWYT96/fzr7+QS6a38S/v/EaygInbzph2zbPPLqdn33rL+zf2UVpRZA3v+dyXvvmdTic53atJdu2ue+ZLTy8YQ+LGir50E0X43Sc/DM5ODzMJx59hHeuWMlr58+f1LF+v3c3//L4Y5R5fXz56mtZU1M36TxblsWD+/byrZde4ry6Ot635jwqA4FJ76cYOcNgfXsnTx84RE88yR+27wagMuDnhsUt1IVDrKivYWFVxTlfA04IcfabSeW60by+5o/vnTBg8uhrvz0jzklMPwmYCCGm1Ey6sM5EvfEkW7t72dLZzaaObvqTKWrDIVY31rGmoZZldTWntaNZw7L4w87d/HTTVjb1dGFYFk2RCP94yUVcO3/eKY2qs76zk+9uWI/L4eDOK66kZIqGb9VNk/996Dm+/9R6FBQ+dfPlvGndsgmf8g/1J/jh1x7mkV9vYMHyBlqWNXDb319NMDy9w8qebfZ2DvCJ7/+BRfWVfOB1F1FbdvL/96yh89k//5lqX5APXnj+pL4rPckEn/rLo2RyOksrq/nYhRficUy+zxjTsnhg9y5+8vJmllZV8p61a6kNTX2NkyMNpTO81NbBi4c66IrG+cueA9iAx+HgNQvmEvF5WFJTxZKaKprLSqQZjxDirDKTynWjeb36j+/F4XefMJ2RyvGYBExEkSRgIoSYUjPpwno2My2L9uEYe/oH2N7dx86efvb1D9JSVU6538eyumqW1dYwp7wExxl4Sp0zDB7YupPvvLSeg8NRAK5dMJer58zhdYsWnFKgJKvrfO3Z57h/+w4+e9WVXN9SfM2DicTTOT72w9/z/N42Ll40i7+96jxWN0/cD8azf9rOf/3Lr6iojuD2OvnQnbfQPL96yvL1apPK5vn8Tx7lhZ1t3PWeG1kz/+T91di2zT0bN/Pn/Qf4ymuvo2wSnaTats1927fx+SefoMof4CvXXMvymsmNpDPKGKkh9X8vreeSpln81dLFzCmb/LDSpyKZy7G5s4eNHd0cGBjkudZ2hkY68FzXVE8yn6elsoKWynIWVJXTWBqhOhScktGhhBBismZSuW40r5f//v0TBkwev/GbM+KcxPSTgIkQYkrNpAvr2SCd12kbinJwaJieRIJtXX3s6x8kls1SHwmzprGO2nCIhdUVzKsoK7rjzKkSy2T4yYYt3LNhEwOpNCsaa8noOu+/YC3Xzp97yk/Dt3b38E+/f5g1TXV8+KILKZ/C0UV6o0k++J37CfjcpPI6//3u11MVOXnzi3Qyy4+//igP/PhZZi+q5do3rOG1b1mLJk0mJmTbNr94YjNf+/mTfPivLuFNV0zcv8uL7R1846kX+NTVl9FSOblRbDrjcb76zDP8Yedu/mbNaj584QWn/H9h2TaP7tnH/724gTKfl/esXcOq+toz2teIbdv0xJNs7+6ldXCYjR3d7OkfoH04xvK6ajZ39uB1OphVWkJzWQlNpRHqS8I0RMI0lISpCgakVooQ4rSZSeW60bxe+rsPTBgwefJ135gR5ySmnwRMhBBTaiZdWM+EjK7TG0/SE0/SGYvTGY3RGYvTEY1T4vVwYHCYxpIIzWUlNJdFaCotYV5F2bQPT7qnb4Afr9/Eb7ftZHZ5Kdt7+rhkdhN/s241F8xqPOUbyrxp8r0XNvCD9S/zr1dfzo0Lp2YEnFHt/VG++sCT/GXbfq5eNpfP3XYtfveJ2zEDHNzTwzfu/A3dbYPUza7kQ/9+C7WNUzcU7bniyc0H+NmjL9NYGeHjt12JY4LRgzqiMT7+wIO878K1XD5v9qSOZdk2927azH888SQXNzbxvvPXsqL21GqbQCFo8VJHJ/dt2sa+gUHesXoFNyxqOeMByiOl8nn29w9xYGCIA4NDtA4O059Msb2776ihUOeWl5LRDapDAapDQapDARpLIoS9HioCPsr9fsoDfvwup3Q6K4SYtJlUrhvN68W//fsJAyZP3/S/M+KcxPSTgIkQYkrNpAvrqcrqBtFMhuFMlngmS28iyWAqTX8yxWAqzVAqQ28iSc4w8DidVAUD1IaDVAYD1IVD1EVCNETCVAT9Z1U1+7xh8Oiu/fzs5S10JxK0RWN4HA5uP28lNy5pYUFlxSva/46ePj75u0dYWlvFhy69gKrg1Ha6ubern/f9z68ZTKZ53/Xn855rz0dVT/75PvPwFn7zg6eJD6e55LXLeOvfX31ODBN8uuxo7eGjX/sNi2dX88X33YDHffJ+RpK5PHf85kHWNNbx7vNXT/qGvi0a5T/+/CR/2nuAd69dxYcvvvAV9+FzcGiYH2/YRFc0zqzSEt68cimzSkte0T6nkmXb9CdStEejdAzHGUqn2ds/SHc8QU88SU88wZzyUrZ19x21ndfpYFldDclsjhKfl4jXMzatCgVwqhpBj5uQx03Q7SboceN3ufC7ndI5rRDnsJlUrhvN60UPfHDCgMkzr/+fGXFOYvpJwEQIMaXO5guraVmkcnnSukFG10nn86R1nVReJ6PrZPI6w+kMiVyeRC5HIpsjkcuTzOWoCPjZ3TcAgNuhUeL1EvF6aS4rQVUUyv0+yvw+KgJ+yvw+Sn1evK7Jd0p5ptm2zc6efh7YupOXDnWwvadwk3X1grmsrK/hr1YsIeL1vKJj5E2T7z+3gR+t38QdV17M65cunPIn3TvbevnYd36Hx+Pk5guWcPtVqyfc5rFfvcTvfvQ0seEUH/7Sm1l50bwpzdO5qqMvyh3//VsaqiL887teQyRw8s5yTcvi7j89ja5b3HHtJZO+Obdsm59u3MK3n3uRcq+PT151GWubJu6vZiLJXJ7fb9/FLzZuZUFlBec11nHNwnn4XSevsTTdbNsmmsnSn0wxkEzRn0wXArqpFJm8Tkc0znA6QzSTIZrJkszlWd1Qx4b2zmP2taaxjpfaO3FqGn6XE7/Lhc/lxOdyMr+ijP5kGo/TgdvhwONw4B2ddzoo8XrJWyYuTcOpaTg1dWz+6GUOFAWcmoZDVdBUFcfIS1NVnCNTRQFVUdFUBVUpvDRVPauCzkKcSZO5hbNsm8nc8OV0Y+w6PROHFV73mw9NGDB54eavz4hzEtNPAiZCiCk1erF6ePNW/IEgiqKQN01s28Y64nX4feGib9oWecPEtCwMy8awrJF566j5vGmSM0x00yRvjkyNw/MVfj+HRjolPZKiKKgKBN1uHKqKb6Tg73U68Y/cAITdHlyOwlPWoNtNwO0ae9rqdznPSOeqZ0pnNM7DO/dw/5ad7BkJBJ0/q4Eyv49bVy5h3ayGKbkR2dLZzb/87lEaSyL822uvpHKKa5UAbD/Yw/v++9dkcnk++45ruXHdwgm3efi+F/n6p37OmssW8N7P3Ext0yurPSOONhhL8eG778ft1PjiB26kqnTikWh+9NzLPL+vnbtuvY6A58QF3RPpiMb4zIN/4ukDh3jXeSv5+0vOJ/wKg32jtnX3cv/mHfxlzwGubpnLRbMbuWB2I65XwW9C3jSJpTPEszniuRzxbI5kNk88l8W0bHoTSdK6Tjqvk8rnSeULwebqYIBt3X1kDYOcUQhC54zDTYXOGwm2FMOhqhiWddI0zWUltA4OH3edNhJAUVWFiNdLPJtFVRQURUGh8NuvjLxXFQUFxtYvqqpge0/fSFqOmaKAgoIyMq0I+OhLpiisKvxGHvlTOboMBaqDAbrjiWPXjawfNaskQuvQsed2VHqgPhKibTh20s9p1PzKcnb29k2cEJhfUc6u3v6i0jo1jaxhTJhuUVUl27p7JkzXeIJzPx6XppHR9aLS1oSCtEfjRaUdVe73jv1ti7WiroYN7V1Fpa2LhGif4O83u6yEvf2DRe3vvMY6Xmwr7n9scXXl2AORyTKzWQ58/p9nRHBhtAy69v4PTxgwefGW/zcjzklMv+lrnCuEeFXbNzCEL5vH63CQNYyxguroSzlqvlB49TgdxzxdPDyv4FBVVLXwlNJ1xNNJl6bichSWqSPpxbHah6M8vf8Qv960gy1dhYJsS1U5a5vquWnpQq5bOI/gKdyoHk8ql+frf3mOg0PDfODS87lu4bzT0n/CrrY+Pv7N31FXGuJvX7uOq1dOXEvksfvX87VP/oKLr1vG+//tFkorpbA01crCfr71iVv59+89zPu+9Au+8YlbqSk/+ed8+wWraIyEec//dz9fe/uNVIYmF1yrj4T53ltu4YFtO/nVxu1c/80f8omrL+WmpQte8XdvdNjfT7zmUp7Zf4j7t+zgM398jMvnNnP5vNlc0Nx4WofzPp1cmkZFMEDFFAQzbdsmZ5hkDYOMnj8c3DZMdMs6KsBdCHIXlmUNA3MsMG5jWCbmuMC5Q1VJ5PKFQLtlYdo2llUIto8G4k3LxqmqpPJ5bDgqQH/ke+zD8xGvh+pQcCzNyIlgFybY2GNTYKRmjMbo48ajntsfucxm7ByOXDduFigErTL6xEGInGGQyueL+lvkDYNkrri0OcMkWeR+XUUGTPKmQSo/cXAjaxiki0gHYDlt0kV8TlA4p2KDK4e3cRX1dzjS6IOcYox+l09msjVBxPFZtoJln/h3/2TrhBhPapgIIabU2dwk51yjmyabO7r5894DPL6nlf0DQyysrmBnTz+rGmq5btE8rlkwj5rwxE//J+OJPa3c+fs/ceGcJj7+mkuI+KbmKf94BzoH+MD/+zWxZJavfuAmLlwya+K8/WEzd3/i56y9YiEf+LebKSmf2nMXR0tl8nzkv+4nGk/zXx+9hfqqyITbvHywk//8/RN88dZrmVNVdkrHHUpn+PJjT/Gbzdu5tmUe7790HS3VU1uLKJ3XeebAIf64fTcvtXWyrLaaaxbMZe2semrD8tsnxLlgNCBXDNOyjq6OdBy2bVPsnZlpmRPub5RlTe52b/ShFszMJjmrf/XRCWuYbHjjf82IcxLTTwImQogpJQGT6WPZNvv7B9nc2c1juw/w4sEOUvk88yvLaBuKccHsRq6aP5tL5s6iOjT1gYKO4Rhf/MPjtA/H+OxNV7G6qW7KjzGqsz/G333pZ1SUBnjP6y/koqXNE27z/J938O9//2NWXzyfj3zxryitkGDJmZDJ6Xzhe4+wdW8X3/qXN09Y0wRgf+8gn7j3Qf755itY1Xzq36OX27r47O//xL7+Qf76/FX87cXnUeI/eZ8qpyJvmrx0qIOn9x/kz3taURWFGxa30FJVzprGOkp8U39MIYQ4E2ZSuW40r6t++Y9oJwmYmKkcL//V3TPinMT0k4CJEGJKzaQL60yX1Q129PSxqbOb9Yc62dDeSTSTLbRV7u5jQVUFFzY3csncWaxqqD1tTQbSeZ3vPfESWzp7uHBeE28/f8VpHVUjmsjwue89zMa9HXz+va/lomUTD0m75cUDfO6DP2Lh8kY+9Lk3UFETOW35E8dKZnJ86D9/xVA8zbf+5U1Ul03829AbS3LHPX/kry9bzRVL5pzysQ3T4mfrt/DnnfvZ1tnLey9by21rl+M5jZ0yd0RjIwGUQ7x0qJOqUICFVRWsqK9hRX0NzWUlMsSvEGJGmEnlutG8Lv/lx9B8JwmYpHNs/quvzohzEtNPAiZCiCk1ky6sM0kql2dP/wA7e/rZ1dtPIpvjkV37xtpDN5eV4HM5WdNYx3mNdaysr6U84D+teTIti9++vIN7nt/MwpoKPnzNRVQET37MdE7HN8FQsyeTyeX50Jd/zdZ93XzpgzdyxZqJ+yw5uLeHu+74OdHBJF/5yfuobTy1Zh7ilYmnsnz5+4+x+2Af3/7MWygJ+SbeJp3lH3/4e65aOpe3XrziFR0/ms7yzcef57ebdlIZ8HP7hat4/cpFOE7zMNK2bXNoaJj1bV1s7uxmU0cPVUE/ectiUXUFi6orWVhVSVNZ5FXRiawQ4tVlJpXrRvO67L6PTxgw2XLrV2bEOYnpJwETIcSUmkkX1rNRNJPl0FCUjliUnT0D7B8YZF//EJUBP+tHesNXgKtb5uLQVJbXVbO0tpqF1RVnbLhT27Z5es9BvvrgU1SEAvzjdZewsHbi/iF+v34nd/3mcb7z/jeyoK5y0sc1LYt//vrv6eyL8sbXrOCWK5ZNuM1Qf4KPvuWb2LbNZ/777cxdfPqaCYmJDUZTvPdzP6Ms7OerH7+ZgH/i/m1yusG/3/cYNZEQ77/uAlT1ldXMODQ4zP/86Xn+uGUXl86fzbVL5nLD8gWntVbUeIlsll29A+zo6WNHTx85w+TxvQeoDYeYW1HGkpoqqkIBZpVGaCotecVDewshxKmaSeW60bwu+cUdEwZMtr3pyzPinMT0k4CJEGJKzaQL63RI5/N0xuJ0xRN0xxJ0xuN0xxL0JpLs6u0nls0BUOH30Z9MUxn0M7e8jBV11VQFAyysqmR+ZTm+09ic4ERs2+ap3Qf5n8eew+Nw8P6r13HB3KYJt8sbBt9+5AX+79EXAXjD+Uv47JtfM+njf/fXz/HdXz/He/7qQt598/kTps9lde664+e88MQu/v1b72LlhXMnfUwx9Tr7otz53w/i9Tj56iduweGYOFBhWTZffeBJBuIpPve21+B2vvLv/56eAe55diO/XL+NupIQ77nsPG5YsXBa/reg0EnzoaEoe/sH6Ykn2NLVy6HhYQ4ORXGoKuc11qMoUBsOURcOUhcOUxUMUBn0U+b3yehgQojTYiaV60bzuvjnEwdMtr9ZAiaiOBIwEUJMqZl0YZ0qGV1nOJNhKJ1hOJNlOJNhOJ2hN56kJ5GkP5WiL5miP5mizOfl0FB0bFu3Q6M2FGJhVQU+p4um0jBNJREaImEaSsKEPNP/ZFk3TB7euofvPbGelpoKbly5gIvmNRXVB8P+nkE++cM/srtrgMVNlVy6aDbvuWYd2iRv7h740xbu+v5jvOP1a3nvX1004bFt2+Yrn/gFTz+yjQ997g1cddPKSR1PnF479nXzwTt/wZuuX8V733px0f153Pf0Fh59eQ//+e4bKAlMTUeqe3sG+NkLm7nvha343S7efuEKblmzhNqSs+P3y7ZthtIZDg1H6YzGCwHXWJzOWIJkPsfegUHSeZ1yv4/m0hKcDo0yv48yn48Sn5cyv49Sr5ew10PI7SLk8RD2eHA7NOlHRQgxoZlUrhvN68KffmLCgMnOt/7njDgnMf1OTw+AQggxA9i2Td40yeg6WcMgkcsTy2ZJ6XlSeZ1UPk86X5i3bJuOWJxYNks8myOey5HI5Qi4XOzqGzhm30G3m+ZIBAWFyoCf5sYSKvw+qoMBwl4vtaEgtaEgJT7vWXvTMphI86uXtvHz5zdz/txGPn3zlayaVVyTFtu2+eUzW/jxn1+mL5GiqSLCv7zxSpY01Uw6Hy9va+ebP3uKC5c383dvvLCoz+uhX77Ei0/s5sa3XSDBkrPQork1fPYfXsun7nqAgNfF229ZV9R2t168jLKgj3/4xv187h3XMrvmlfdHM6+6nE+//ir+5tLzuOeZjWxu6+Fbf36RS1pm8dYLlnPB3KbT3s/JySiKUgiA+H2sqq89bppUPk9/MkVfMklPIsVQOs1QOkN7NMrmrm4GU2lypklXPE48m8O0bZyaRtjjJuTxML+ijOFMFp/LScDlwu9y4nMWpn6Xi4jXgw14HQ7cDgcep2Ns3ut04lBVnJqKS9NwaRrOkelkA6NCiNMjZxhFpzXHPUtP6/pUZ+e0s2wFxT5xWcE6yTohxpOAiRDitEjl8yi5HLZtY9k2lg0W9th7w7JI5goFd9O2sSwLa3TetjGPeJ/M5ciZJoZpoVsWhmViWNbh18hybJuBdJq8aZI3TPKmSc40xt5XBQJs6e4haxhkDZ2sbnBksWBNXR3rOzvxOBz4R24a/E4XfpeL2lCQjG4QcrupD4cJud2EPG4iHg9uh4OI10Op10uJ10vE6zmj/SFMJdO0eH5/O79+aRsDiRSL66v4/ntvpbEsUvQ+eqNJvvPg8/zq2a0oCrzvtRfwjitW4XNPvo+VQ52D/PNXHmDZwjo++w83FHUDtnPjIf73cw9w4dWLeffHrpv0McWZcenaebznrRfxxPN7mVVXxsVri2sydeXyudSWBPmn//s9H3nDpVy8ZOIhpYtRWxLin268jFQuzx827eLnz2/hs79+DN20uGF5C69dsYAl9VVnZYDT73LhL3Uxq7RkwrS2bZPM54lnc2MB4GQuTzSbJa3nSeb1sUBxNJYhmc8T9nrYNzhIRjfIGQYZ3SBrjM7rLK6uZFtv7zHH0hQFl0PDqWosq6lmR38/TlVFU1U0VcGpakdNNVUdW1/m8zGcyaAqCqqioCkqqjo6r6AqKqoCmqpS4ffTl0qioKCMpFcAVVFAYWwfCgqqAiVeLwPpdCE9UPiTKoz+aZWR+dFp2O1hMJMeW8fYNke/V1BwOxyk8vmjPofxX5mxbQDdMk/wlzr2e+ZxOEiO2/eJhD1uBtPpotICuDQHKX3ifTtVlYw+8c13ud9HbzJ50jSVfj8dsXjReSz1+ehJJopOD1AdCNIei01qG1VRyJsn+rscFna7x74XJ6egF7E/l6YVHZxoDIfZPzRUVNrZpaU8tn9/UWmPx8pmT3nb6WLbhdfJ1gtRLAmYCCFOiw/9/ve4/X5URgqqIwXW0ZfLoRHP5gqFX7VQGFYUCoXiI5apaqFwnDdNHKpWeJKpqjg0dWS+sMzt0PBohaedo085XQ4Nl+bApWm4HRpOReNNS5eMPBV14HU4D887nSOFe8c51xeAbdvs6urnD5t38eDm3SxtqOE1S+Zy9eK5uCcxFLFl2fzmuW189f4nMUyTVXPq+OCNF7Jqbv0p5SuWyPCtnzxFwOfmU++7Fp9n4oBLKpHl/7v7IVqW1vPBz7webRprBoiJveOW89mzv4///v5fqKuO0NxYXtR2Cxqr+OaH38h/3/80Ow/18jfXr3vFncGO8rtdvGndMm5du5QdnX088PIOtnb08KNnNtJQGub1qxdxwdxGljZUz8gaFIqiEHS7Cbrd1IVfeVV027bJ6sZYcFo3rUKQ2jSOmDfRLZN0XsewLEzbQjcLU8O0RpbZ6KaJadsYpomiKKTy+aOC6PZIEN20C8F307IxbQvLssgZJpZtY2Nj24zNW7Y9cvM0Mg/UBg0ODA8z2ip9dJsj5+2RcwNoLomwe2DwiPSHz330vT2ytNznoztxOFAwvuX7ke8cikLmOE/+T3QvVx0IFH3z31Jeftwg1olUBgJ0xScOXgTcboYzmQnTra6tZUNX10nTrK2r48XOzqLzuKiygh19/UWnB1hZU8PG7u5JbRNwuYoKTNUGg3QlJg7geB2O4/6dxwu73cRyuaLy6HU6OTA8XFRat+Pcu90r/M+f+JogARMxGdKHiRBiSs2ktq7nMtOy2NrRy2Pb9/Kn7ftZWl/FwtpKrl/eQnU4OOn9bW3t5q77HieRzdEbTfI3167lnVetxllEh57Hk8sbfPRz93GoY5BvfvFtNNaWFrXd9+76I/f/8Gm+/JP3sXBF4ykdW5xZ6Uyej3/2PoZjab7zlXcQDBTfb09eN/jqfU+Qzuh87E2XEQlOTb8mxxzHMHlhfxsPbdnDQCLF03sPUer3cvOaxbRUV3DB3EbKAhMPkyzEucIaCWqdjDESBCvWaPBsMsyRYNxk6CMBu4nYloVVxP7yRe5PN82x2kcTMSzzhIG18dyag9pQ8df18Z9XPB6nprx8RpTrRsugc3/8KTTfia8lZjrLvnd8aUack5h+EjARQhyjs7OTT3ziEzz44IOk02nmzp3L97//fdasWTPhthIwOXt1ReNsaO3kid2tvNjazuqmOlY11XLVormn3MFl91Ccb/3+OToGYry8v5PXnreAD950ETWlp/63tyybL3/zYfYe6ucjf3MVS1qO32/DeM//aQd3vu8H/N2nbuQN7770lI8vzry2jiE+99Xf0VBdwr9+/MZJ1wx65KXdfPuBZ/nkbVdy3sKJR256JXTTZMPBTp7Y2cr+/kGe3nsIgNcsnktF0M/q5jpWNtaeUuBRCCHONjOpXDea19k/+ucJAyYHbv/ijDgnMf3OvTpaQoiTGh4e5qKLLuKKK67gwQcfpKKigr1791JSMnHbeHH2sCyb1oEhNrZ3s6ennyd2teJyaFwwp5Hrls7jzluuxn8KfYqMGoiluOfPG9h6sIeX93Zy0aJZ/Ojjb2Fp8+Q7dR3v/37yFA/+aRtf/NQtRQdLkvEM3/jsr7nyppW8/vaLXnEexJnVWF/Ku958If/y7/fTWF/KX9928aS2v+a8FhY2VvKd3z7Pk5tb+fs3XITnNA0P7NQ0zp/TyPlzCjWYOofjPLfvEJvau/nTzv3c+8Jm5lWVEc/mWFZfzdrZDTSVRVhQU0F5wH9a8iSEEOIINidu28YE64QYR2qYCCGO8slPfpJnnnmGp5566pS2n0lPIl4tdNOkbSjKnp4BtnX1sqOrD1VVSOd0VjbWsqKhhlVNtVNys9Y1GOdnT2zipT3t7Grv45rV83njRUtZ2zI1zV9+ev+L/PoPG/m7d1zCNZctKnq7737pt+ze3MEHP/eG/5+9s46zozr//3tmrtu6e3YjG3cFEoJD0WJVShVaqPCrUYWWKqWlLf2WOqUGtLh7AiEh7i6bdbfrMvL7497dbCDJ3pvcTbJw3i+GmTnzzMyZe292zvmc5zwPFeMK01IXwcnnv4+v5Y9/e4P/d+sFXHje5JTPVzWdvz+/ln2NnVy1ZCpzak/utCzDMGjq7WdTQyubm9rY2tiKpEhsbmoD4IyaCmK6TnVeDtV52VTlZlGRk0mhxx0PUCoQCASnGaOpXTfoYfLAt5GP4WGiB8Mc+MSPRsUzCU49wsNEIBAcxlNPPcUFF1zANddcw/LlyykpKeHzn/88n/nMZ45oH4lEiAwJUuZNImic4PjwhSM09PZR193Lwe5euvxBNja00BsMUZmTxZzyUqrzcrh0Wi3Vedlpy9RjGAabDrTwvxVbWLO7kT5fiOsWT+Nb1y1Ni0fJAM+/spUHH36bmz+xOCWxZP/2ZnauP8iU+TVCLBnlfPDy2WzZ1sRLr2yjuDCDqVPKUjrfpMh86gPz2NfUxU8ffIWVW+r40Pkzyc86OdNjJEmiLDuTsuxMLp1eC8Tjnxzo6mFnawdtXj9r65t4eedeXtklDWYRsZoU5lSWYlJkSjIzKM5wU56VSY7TQYHbRZ7biWWUZt4SCASCk43IkiNIJ8LDRCAQHIbNFlfkb7vtNq655hrWrl3Ll770Je6//35uuOGGd9nfcccd3Hnnne8qF6p9akQ1jZ5AkHafn1avjzZvfB2KxtjW0k53MIjbamVGaTFOi5nKnCwqszOpycshx+kYkVSn3b4Az6/bzaub9rL1YBu5HicfPXsG580YR0GaO6DPvLiZe+57idtuOZ9LL5iW9HmGYfC1a++jq62f+1/6Gja7Na31Epx8AoEIX/x//6KvL8i9d3+IsrKc47qOrhs8u3IHf336ba45ZzqXnTkZ12n0+/CGIhzs6aW+u5eDPX0EozE2NrfQ1Oel0x9gTnkpaxuaBu3Pqqmk1ecj1+Uk1+mgNDMDm9lEliOeynwgpbnHZsNjtWI3m07LFMgCgWB0MRo9TCr/8t1hPUwOfuqHo+KZBKceIZgIBILDsFgszJ49m5UrVw6WffGLX2Tt2rWsWrXqXfZH8jApKyt7X7+ENF3HF43iDYfxhiP0hcP0h8NEYiotXh89wRA9wRC9wSAxVafN58MsK+Q4HYzPy8WsKBR53BR5XBR53JRkeEZMFHknvlCEN7bX8dy6nbT3+Wjp8nLOtLFcMmcCc8aVjUga1aee38Qry3ZwzuJaLr94Rkrnvvn8Zv72s2f49LcuY+H5U9JeN8Gpob3Dy09//gwdHV7u+/XHyMo6/ulkgVCUh17ewFMrtvPRC2Zx0cLa00o4ORIRVaWl30e7z0+710+7z0dU09jT2U1XIEh3IEiW08765sPTts4sLWZDoswsy7htVmaUFtHi9eOyWnBazLgsFko8bsKaNphS3W4yD267LRZkRcaqKFhNJqyKKZ62PZFy3WIyYZZlLIqCWVHEVCKBYARQ9WTy78TRUrAFUs401D8Ks+RU/Hl4waT+00IwESSHmJIjEAgOo6ioiIkTD58OUVtby6OPPnpEe6vVitV6enc+BjAMA1XXiagqUV0nqqlEVY2oFl8imoqq6QRiMcKxGGFVPWwxDIPeUJhgLEYwFo2vozHyHE62t3dgYIABsixR4HIhI5Nhs5Jhs5Fhs1HgclLscTOpIJ9sh4Nsh50sux3XCQRfTcdnUtfRw+o9Dby6eR8bD7SwcEIFuR4n1585jVk1pThGqH6GYfD4Mxv53Z9e49v/7xKWLq5N6fxQIMIffvAE1bUlLDiOeBeCkScajWKxpP77Kcj3cPNnl/Kzu5/hR3c9yffvuBL3caYMdtotfOqy+Vy1ZCr/e20zH/rug1x99jQumD+BwpzTs6FsNZmoysmiKufYwbajmkZfKERvMExvKIQvEqE7WIs3HMEXidAfjmBWZGK6TiAapdXrIxCN0hMKsbapiaimveuas0uLWdvScoS7wbSiQja3tR1WpkgS5oR4Up2TTWN/PyZZxiTLKIn14L4kUZWVRUN/P7IsoUgSiiQPbkuJfUWSEmUysiShyHFRRpLiSVfjIo2ELMW34+US0sA+kGmz0RcJIyXOA+IJWxPHB+wlwGmxEohGBu8xwODWkPMzLFb6IuFDH8CR7BPXB/BY32E/DO+6/jB4rFb6wilc32qjJxxKwd5KTyh5e7vJhD8WS8o2M8Vru61WelOoO4DTZMEbjQxvOATDMNCTjApqkRXCqpqUrctqpT/J7+r5fXuSsjsZ6Cn8vk4bRNBXQRoRgolAIDiMRYsWsXv37sPK9uzZQ0VFaqk6f7HyTazO+KjwgFBhMNAQia8hPtJhGAYG8YZ3SFXRDQPd0NH0eKNF1w10w0BLlBc4XdT39b9rlGRoQ1eRJKKqFhcxhmCSFcozMugMBLAoyjsWE7kOBxFVxW4yYTWZsJlMOMxmsh0OHIkyu9mM02zBYTHjMJuxmUw4LZZRMdJqGAaN3f2s3dfIxoMt9AfCrN3XyOzqUhZPquZrVy5hXHHuiHuzxGIav/79y7z+xi7u+dG1TJ+SenDOf//2Jfp7/Hzue5eLqQenIe1NHTz7h1f55A8/dFznjxtXyE2fXcp3vv1ffvPrl/jSly/A5Tr6iOFwZHkcfOaKBXzo/Jk8s3I7n7/7fyyYUsncSRUsmlyJyTT6YoRYFIV8l4t8l+u4zld1nVAsRjimEozF4tuqSlCNxYVlTSOiqkTUuKAMcG51NTFNI6brg2LzwL7VpFDocqHqOqquo+k6scR6oCym6/ijUTRDj/9N1w00Q8dI/I2PlyWOGQaarqMbBmrCPlmmFhSwpaNteENgQk4uu7q7krKdV1LK6uam4Q0TzC0pZU0K9nOKS1nbMnLXT70+JaxtaU7aviozi7q+3qRsZxQWsbGtNelrT8kvYGtHe9L2AGMysziQZH0GMMsKMf3dYuKRyLBa6Y8kJ8ik8tkITgzDkDCMo7cLjnVMIHgnQjARCASH8ZWvfIWFCxfy4x//mGuvvZY1a9bwxz/+kT/+8Y8pXeeqCZNwe9xIkoSmG8hSYnRwyOhefGQwMRInxTvziiSjyAMjjXEbeWDEUZIGRxNNsjwqBIpTiWEYtPb72NvWxYGOHtbsbWR3ayc1BfG4JzMqi5laUUR14QfSFiA2Gbp7/PzwZ0+T4bbz+3s/Rnlp6jEqmus62LnhIFd/9myKK/NGoJaCE6WgNJ+wP0x3Sw85xdnHdY05c8Zw5w+u4vvffYy2tj5+eNfVZGaeWLYnl8PK9efO5Jql01m9rZ4nV2zjiTe3kpfl5rxZY5kxLh589f2ASZZxW624R4mXIDAosA+I7bphYGBgGImyxLEB0X1AYhnwABywHbqOX4tBgX1AlzGGSO4DIv+AsDNYnyPUbyh6oo7Jkqq9gYGmJ28vI6EayU/hkEhtesjQAZFh6yKBmkLdMQzUFKeTxL/n1M7RdONwd6Fj3yBpIS/+vMl9lgvLyvFYkxOIT8qUnG98J6VzTguEF4kgTYgYJgKB4F0888wz3H777ezdu5eqqipuu+22o2bJeSejKTjYe52Xtu7lifXbGVuYS01+DhW5mYwvysNqPnVa+Zr1dTz25HocDgtf/dKFOOypT9cwDIPv3PBH2hq7+d1zX8V2HNcQnByW/3cV3a29XPXFi0/oOm++sZtHHn6bvr4gP/npdZSWHZ8AczT6A2GWb9rPtro2lm3ax4KJFcyZWM68CeXkZR6f94ZAIBC8FxhN7bqBupbd/31k+zFimITCNN5056h4JsGpRwgmAoEgrYymF6vg5OHzhfn7v95i2YrdfO6Tizn37InHPY3mrRe28I9fvcBnvn05s84an+aaCtJJOBjhZx+/j2//50uYTlCoW7eujv8+9DZ7drXy7e9dzuy51Wmq5eEEwlHW7W7gjS11rN7VQEVRFgVZbmaPK6W2rICK/CxkWXi3CQSC9wejqV13SDC5IwnB5I5R8UyCU4+YkiMQCASCEUPVdJ57aQuvLdtJXq6bP/7m42RnH/+IfcAb4v++9yjTFtYIsWQUYHNYKRlXxOrnNrLo8jkndK3Zs6vIznLyq188x49/+BQfuHwGH/3YGVis6W3KOG0WFk+rYfG0GgzDoKmrn037WzjQ1sMDr6yjvc/PjJoSCrPd1JblU5mfRVVBNp5jNM4FAoFAcBIRQV8FaUQIJgKBQCBIOzFV49VlO1n+1h5CoSifvXExEycUn/B1H7j7WaomFPHZ71xx4pUUnBQWX7OAx3/z/AkLJgBjqvP50c+u456fP8vqVftY8cZuvnDrecyaMyYNNX03kiRRlpdJWV4mALdcuohQNMaupg72tnTR0NnLY6u3caC9h6kVhfgjUcpyM5lQkofHYaMk20Nhhps8jwvLKAwqKxAIBKMSIZgI0ogQTAQCgUCQNrp6/Lz4+naefmEzk8cV8+Gr5zJ5YklasthsW3OAlc9v4TPfvZzMXHcaais4GYydUYVhwI639zJx/tgTvp7HY+eOH36Ql1/cyrLXdvKNrz7EBy6fwQcunUnN2II01PjY2C1mZowpYcaYksEywzDo8QVp6O6joauP3mCYt/bU09rrxe20sWLPQTx2KzUFOVisJnKcDnLdTooy3dgtZrIcdrKddjx2Gx6bFY/NiiK/PwLPCgQCQdoxpPhyrOMCQZIIwUQgEAgEJ0SfN8jKdQfYvruFjVsbuOKC6fz6x9dTkJe+ecF+b4h7v/YfpiyoZvFlM9N2XcHJYe5F03nx78vTIphA3PPj/AunMnd+Nf/+50qefWYTmzc3UFCYyTXXzmXGjMqTGmdEkiRyPE5yPE5mVJW867im63T7g7T3+2n3+en2B+nyB2ju89LU209vIITNbGJ7ewf9oTAxXWfhmHL29/Tgslhw26yMK8ilNxTCYbHgtFjIsFqRFQm7xYzdZMZuNuG2WUGSsJlMWE1KfK0oKIp8WPp0i0nBJMuYZVkIMwLBe4Sollwq5KEkk7UnGIsdT3VOKYYeX451XCBIFiGYCAQCwSgnElPpD4VxWi04rSOfMSamauyua2fbnlbeWL2XTJedipJsLj1vCl+96by0eJMMxTAMfvP1/5Cd5+bmOz+Y9usLRp6Fl83m1X+voGlvK6Vji9J23cxMJ5+/5TwuvXwmzz27mUf/t4aGph7sdgsLFtawZPEEqsfkn/LfjCLL5Htc5HtcTBnG1jAMQjGVvlAIXziKPxrBH44SVlV6QyEC0RiBaBRV0+j0hwnFYoRiKuFYjDy3k12dXYRVlaiqElZVxuXnsqapidg7OlNzykpZ09yEBJgVBbMsY1YUJuTnsb+3B0WWMUkyJuXQ2m21EIzFkAdTu8dTvityfG03mwlrscG08YosI0sgS/JgWvgMu5XuUAiZuNAkD6Sal6TD0s0PpI2XE+U2RSGgxjtuEodS0g98te/cBsi02egJheJl7/gJDNhI0uF2iYNHtM202ugKBY/4vR3pF+Y0W+iPho/8RR+BbJudjkAgaXubyYQ/Gk3aHiDH4aDV70ve3u6gPeBP2r7A4aTJ503avtDlosmbvL3Haj3qd3A0ipxuGrz9SdtXZmSyr7c7Kdtch4NWf3KfT67dweqWpqTrkUo655FEDyX/Gz5tEB4mgjQiBBOBQCA4RWi6TjAaI6TGCMfinZtANIYvHCEYjRKMxoiqGp2+AIFolEA0ioLMgc4efOEIumHQ2NlHOKYCcNeV53PVrEkjVl9V0/naPU+gaToVhVnMqC3jrtsuJTvTOWL3BHjw58/Q1tDNF350DRknEDBWcOqw2i1MXDCOFx9Yxqd+9KG0X7+sLIfP3bSUqz44m6ef2cSBuk7+9dDbbNzaQFe3n4ULxjJ1UgmTJ5WSl3N6T+eSJAmHxYzDYoaM9F3XMAyimja4RFSVqKYR03VUTSema8Q0nZiuEtV0VP3wRdN1YkbcRjMMdF1HTaw1w0DTdXTi99AN46iLTTHhMKkYGBgG6BiQON8AdMOIhx8wjPiSKLOZTPRHwhgGGBgk/os/W+JaA+uBshK3h4N9fXF74FBeSGPI/6Hck8H+vt7B8w7/4A5tjsnKYmdX15E+3SN+5oUuNw3evqS/o/HZuWztbE/aPstqoyOYmngwOS+fje2tKdVpe2dH0vbTCgpZ19qctP3MwmLWt7UkbV/i9tCcgiADML2giE0pPLNVUdiW5DNXZWZRl/jtDEefU7y/ThaSEV+OdVwgSBYhmAgEgvcsoViMmK5jGAaaoaMb8Ua4bhjoGPSHw2iJxr6esNH0Q9v+cBTVGOgsGKhGvNMgGdAVDA52JGKaNrhtGNATDBLT9MGOSUzXkDSJjkCAaKKTElE1avPy2NB0eENxTkkJ6xoONTZnFhexselQQ29GcRGbGuP7iiRhqPG3viJLhEbYbdakyPz8tssxn6TglYZh8NCvX2Tl85u58duXM35G5Um5r2BkOP9jZ/HZmV/n4k+fQ1FV/ojcIy/PwydvPAtN09mytZFVa/azZXsTjz29gR17Wtn5i2dYMHcMsqIwbXIphXkeqkpzKCnMxPQeD8oqSRJWkwmrSTT9BKcPA0JZsugJcS0VYina6wnxL9n66EZytpIkkecYuQGGkZqS4/V6Kfr6d46nSqeOEQj6+sYbb3D33Xezfv16Wltbefzxx7niiiuOec6yZcu47bbb2L59O2VlZXznO9/hE5/4ROo3F5xSxFtTIBCMCF9/5QUsTsfgvt1kHhwVGhwVNIzDtgEcZgtNvv5BYSM+0hg/yxhyToUnk83trYMjlLqRGGFMiCGGYTAxL5+tHUcfrXOazMecm+tQLEc8Pq+4lDVNR3arHZOZzYGensF9S8LVvcDhwhsOYzWZcFosZNtN5Dod1BbkYTeZsJlN2ExmyjMzKPa4sZvjI8y5Dgdn1VThtJoH4xaYTQoemxWX1YrdbCLTYcdltZyUaQcnSyzx9QX55z3PsfKFLXzp59cz++yJJ+W+gpEjtySbs69bxD/veoyv/eWmEb2XosjMmF7BjOkVGIbBwYZuduxuoWCDh0Akxpr1+2jt9rL3YAdjKvM42NzNrOkV6LrBhOoCrBYzpQUZeNx2cjOcZGc4yHTZRbwPgSDNHNe/KSW195A99TuMSiwpfi7JnqOazcdTnVOLLsWXYx1PkUAgwLRp0/jkJz/JVVddNax9XV0dl1xyCTfddBP/+te/ePXVV/n0pz9NUVERF1xwQcr3F5w6hGAiEAhGhC/PW4jbcyjoZzAWHRzlGZw7njg20NGXAH807tUxOK99cF76kDnrQERVielxOySQOTTvPX6ORExT0QwjPk8eCUWWBo/LkkQwFh2cW69IEnJiHv7AdiSmYkoERYyvJUySPOiRYk6UmxKiiEmWUXUdkxwPsGiS5VMeO2G0oWk6y5/ayJN/eR1DN/jRv26mfFz6Yl4ITi1Xf/kSfnrDfRzYUs+YqRUn5Z6SJFFVkUtVRS6XnD8ViGdz2lPXwd6DHTR39qMoMk3tfTS199ETCLG3oZPptSVs2NtMWUEW9V19yJLE2IpcwlGV2soCvKEIGQ4rBTluDMBpt2C3mnHZrDhtFqxmE3aLCbvFgsUkY7OYsZlNmBUFqzkelFX8fRAIBIIRYAQ8TC666CIuuuiipO3vv/9+qqqquOeeewCora1lxYoV/OpXvxKCyShDCCYCgWBEKHZ78LjTlyVF8N6mq7WPt17cwmuPraOrpY+rb1rKJR9bhMU6Cke2BEelaEw+VVPKefCH/+P7j9x2ygSD3GwXudkuFs4aM1hmGAbdfQEa2/to6/biDYapKslBw8DRYKHHG6SzL0C3L0hWhoMN++NT58qLszjY0YvdYiKoxeMJleZ4aOyNe9TleZy0DwnkmeGx0ReMB1G89ZwF3Lx0/sl6bIFAIHh/kKRg4n1HwGGr1YrVak1LFVatWsW55557WNkFF1zAl7/85bRcX3DyEIKJQCAQCE4qsZhKa2MPB/e0sWdbEzvW1LF/RxPVE4o475p5LLl8Bi6PY/gLCUYlH/ve1Xz5rO/x+sNvsfT6M051dQaRJIncLBe5WUcPzKjrBv5QhF5/iN5ACG8gjDccpi8QJhiJ0RMIEohEMSsKxb19hCIxbFYzUrdMOBYP7hxTD8UZOFlT3AQCgeB9RZJZcsrKyg4r/v73v88dd9yRliq0tbVRUFBwWFlBQQFer5dQKITd/n6ZLDb6EYKJQCAQCE4YVdXwByL4/RH8/jABfxhvf4juTh9+X4hYKIa3L0hHcx8N+zoIeoMUlWQxYVIJ518zh6nzrqO4PPdUP4bgJJBTmMkN37uGF/62DEmSWHzNAuRREhtEliU8Thsep40Kso7rGjFNI6pqhGMqNrNohgkEAkG6STZLTmNjI54h08fT5V0ieG8h3tQCgUDwHiSmaWxvbE9kFDCIqVo8s4BhEInGs/pgGIQiKhgGwXAMVYtnAAqEo9gUhe7+IG67lbZOLxlOK81tfWS7ndQ1dpHrcbK/vhObrBCJxGhv7WfWlHJaW/uwKAoTxhaiqzqKJFFY4KGwNItxtUVkZjrJL8wgvzADRYyuv2855yNnEA5FeOGB5bz0jxWUjC0kvzwPd7YTu8uOzWHBYrdgtpoxWUyYzApmiwnFpCCbZRRZwWRWkBUZSZaQFSkRz0g6FEzaiKfCBgNdN3C5bNjtllP85GBWFMyKgtN66usiEAgE70mSnJLj8XgOE0zSSWFhIe3thyceaG9vx+PxCO+SUYYQTAQCgeA9iKrprNh9EFmSMCkKhqajyDJ2i5loTEWRZRwWM7GYhsVkwmpWcNosWGSF3AwnNrNCRWE2VrOJqTVFWM0mFFnGYlIwmxQsZhM2qwmLWcFmNWO1mEQAS0HSSJLEBz5zLrPPm8balzbTsKuFHW/vpaetj0AgSiQcQ9cBWcJsM2N12bG5bSArWB1WDAm83jANdV3IFoXqySXIJoWd21uwe2xUTyhiy5YGMnJc5OS52Xuwk89/binXfHDOqX50gUAgEIwwEsN4mJyEOixYsIDnnnvusLKXX36ZBQsWnIS7C9KJEEwEAoHgPYjdYuaWCxae6moIBMeksDKPSz97KCierut4e/x4ewL4+4MEfWFCwQjhYIxoVCUSiscAiURVgsEoZdX5BMMxPDlOkCRCYRVdlnC5rGRlO7HaLVitJkwmGVkWgp5AIBC8L0gyhkkq+P1+9u3bN7hfV1fHpk2byM7Opry8nNtvv53m5mYefPBBAG666Sbuu+8+vv71r/PJT36S1157jUceeYRnn3025XsLTi1CMBEIBAKBQHBaIMsymbkeMnNFhi2BQCAQHCcjkFZ43bp1nH322YP7t912GwA33HADDzzwAK2trTQ0NAwer6qq4tlnn+UrX/kKv/71ryktLeXPf/6zSCk8ChGCiUAgEAhOO/ZubqCoKldkyxEIBALBqMYwUuudaynb6ynZA2h68vcIxmIpX/9UI+nx5VjHU2XJkiXH/C4feOCBI56zcePG1G8mOK0QgolAIBAITjs6mnt47P5XqBhfxAc+uVgIJwLBETAMA1XX44umE9O1xL6Bqmtoevx4TNPQE7a6YaAZ+uC+ZhhoiXLdMJCAiKahE983DAPdYPAcs6IQisXixxJ1MDAwDNANA0WWiGgqhsFg+VA7RZLjxzlUTmKbgYC9iXKXxUJfJMzQPsqAxUDZO/ez7Da6gsEh9u/+zIaSZbPTGQoc4cM98meeZbfTGTiC/VGwmkwEYtGk7QFy7A7ag/6Uzsmw2OiNhJKy9VisvHrwQErXT7VTnmqnX0+hAx+//sjUR0/STtOTv/9xODOcVuih8KmuQuqMgIeJ4P2LEEwEAsGIcOtLz2BxxDu50pDwWtl2Oz2JxuzQIKHS4FoaLCh0umj1++JlUvyYJCWCeUlxSwmJfIeT9oB/MEuGPGgnIUtx22y7g95QCEkCWYpn1IgfP7RkWm14I5HDyhRJQpIknGYLEVVFlmRMsoQsySiJ8pimocgSJlmOB0aV49lfzLKMSVEwyTJWRYkHYJUVzIqMRVEwSfEgqhaTgkUxYVZkrCYTplGSYnUkWXTxdBZeNI03nlzHXZ/4A5/49hVMmFV1qqslECSNpuv4wlH84Uh8iUTxR6IEIlGC0RhRTcMbjhCKxjAw6AmGCKsqkZiKx26joa+PqKYRUTWimkZRhos9nd1ENY2YpjO+IJf1LS2H3XN2eQlrm5oPK5tRUsTG1sPtACYU5LGzs/Nd5bNLS1jb0vyu8gFmlRSz/gjXG6DE46bZ5z3q8Wy7ne5wch372UXFrDvGvY7EvJJSVrc0JW0/q7CY9W3J32NO8bE/n3eSZ3fQEQ4ObziE6QWFbGpvS+mcsdk57O3pTq5ODmdK1xYIRh1CMBGkESGYCASCEeGecy7C4/FgvOOtpOvGu0cVOTQSyZBSTdeHjEImRhIPG7VMXEs30AdGOBkYER1ILWqgJ2xUQz9sJFRPjHgObhsQ0/TB8vioK+iGjmEYRDU9PsqqG/FRWUNHQSJs6ERjidFaXUeWJILRKLHEqK+q69hMZnqCIWKaFl90HZfZQpvXR1TTiKoaGTYrTT3ewZGrfJeTDm8As0nBbjZRk5NDtz+Aw2LBbjFT4nETVTVcVgvZTgdmWcZls+K2WcmwWclw2PDYrbhttlEZ8FKSJBZfMYcJM6v4212Pc9HHz2LaGeNPdbUE71MMw8AfitDe56ezL0B/IERzn5ceXwhZltjb1kVvIERhlps1+xvxh6NMqypiU0MrAAWZLlr9h7wGxhRmc7C7F7vZTEmWh0Ashs1swmoyxbNRJVIPW00KZsVEvsdJaVYGZkXBoihk2m3MryrDnBBlzYqM22rlAxPHo0hyQsCVsJlM6MxICLby4FpJCLOSJKHIcXF4QBA2EuVDxWNJYlCMhkNlA0L2gAhtGEZc0E4cY8h5EtJh7wRpSHmiYLAM4n+3DemQbby+g6ZHKJPe5XkwVLAfmshroHzg7/2RGHruALphpJRiI/5+Sg3jGHU6Gql4dMiSRJHLnWKtBMfLaJ+S4/V6Kfrad1K+x6lEMobJkiMEE0EKCMFEIBCMCJZEo/5dHKFIcHTiQo1GKKYSisYIRWMEY/F1JKbSH4oQiERQdYOWPh/eUBehaIw+X5D+YJhwNEZXfxAJmFCcT0zVyHU7qSnIxmIykZ/hpCjLQ3GOhxy387QUVgrKc/nk967i9996hMxcNxUTik91lQQjRPOBDjpb+5i+aNwpub9hGHT1+alr6aG+tZfWPi91rT1YrWbe2n6QQDhKUb6Hlm4vJXke2n0BctwOpo4pAgmq8rMpz89kbHEuHruNbLedGxbPwmWz4LRacNosOCwWHFYzNpMJq1k0wwSC9zpDvWmTwZSqPcfhlZpCW0w1m1O//qlmBLLkCN6/iDe1QCAQnMZIkoTVFB91zrTbjvs6qqbTFwjR4w/S6Q3gDYRp6upnw/5mWjp30tLjpTjTTUuXjymVhWQ5bYwpymFMcQ7VpbnYrae2wZRfmsM1t5zPgz95iv/3u0/gcB3/ZyE4PWlv7OYvP3qSDct38ZOHb6F2hKdgGYZBW6eXnQfa2bq3hZbOftbvbiIUiaFKcU+xabWlyLJETWkuN5w/m8JsNwXZbnIznOR4HLjt1pQ7QwKBQCAYWUYi6Kvg/YsQTAQCgeB9gEmRyfU4yfU4GVecd0QbwzDo6g/Q1NHH/pZuDrb18PyqnbR2ezEjM31cCWPL8pg2rpia8rxBl/6TxcS51WxYvpOHfvk8n/zelSf13oKRJegP87efPsOqF7ey8MKpFFXkjsh9evoCrN1cz+pNdexr6GJfUxd2q4mMLAfjK/O5/sKZVJfmUlGcRVlBFmaTcIkTCASCUYeIYSJII0IwEQgEAgEQ92bJy3SRl+lixrjSwXLDMGjr9rH7YAebdzezfV8razYf5PwFE6gqyWHRrDHkZZ+c+fDXfelCbj33x0w7czyzzp54Uu4pGFkMw+Bf977A8ifXM++8ydz60+vIzE3f76m718+K1ft4Ydl2fMEo9c3dzJlRydxpFXzm+kVMGldMdobIwiQQCATvGYaJYSIEE0EqCMFEIBAIBMdEkiSKcj0U5XpYMrsGgEAwwsadTby1/gD/fHwN46rymV5byrlnTCA7c+QyMJgtJm75+Yd5+NcvMHl+DVa7ZcTuJTg5vPrYOh77w+tMXTiWG2+/LC1iia4brN1Qx9vrDvDk85uYPLmUTI+DD14yk1lTK8gSAolAIBC8dxEeJoI0IgQTgUAgEKSM02HljFnVnDGrGl032LanmReX7eT7dz9NpsfONR+YxZSJJSMS32Hy/Bqe/LOVJ//8OtfeekHary84eXS39/PPX73A+BkVXPChBVSMKzyh62mazmvLd/L8y1vZsLWB6ZPL+crnz+PsMybgclrTVGuBQCAQnM6IGCaCdCIEE4FAIBCcELIsMXVCKVMnlBKOxFj21m7u+cPLVJfnct7iicyfPSbtwskN37yMb3zwV5x//UIy80R6zNHKI79/lYAvRO2sSpZeOfu4r2MYBqvX1fH7P7+OYRhUlOXwu7s/wsQJxSIoq0AgEAgEguNGCCYCgUAgSBs2q5kLl07mgrMn8fa6A/z1Xyt4/uWtfOiD86gdX5S2+5TWFDDr7En8974X+cydV6ftuoKTx8qXtvLU31dQPraAm+84/iC+7R1e7v3dSwQCUQrzM/jMjWdSM6YgjTWNE9M09jZ3YTEp1BSPTFBagUAgEKQBMSVHkEaEYCIQCATvc5q7+ynIdGNS0pf1RpIkFsypZt6sKl57Yxd//eeb5OV5uPnGJbjd6UkJfP0XL+D/XX4Pl39mKfml2Wm5puDkEA5F+e8fXqdmcikfuvU8PFmulK9hGAYvvrKd//z3bQzD4KZPnc3C+TVprWddWzdrdjeyp7mTZ9fvIhxVuXTuRH74MTEVTCAQCE5XpGGCvh4zIKxA8A6EYCIQCATvcx5fvZ23dtYxtjCX/AwX88dXMKm8ALvVfMLXlmWZc5dMZOG8Gv76jze582dPcc0Vs5k3e8wJX7t4TD5T5o/l0d+/ws0/uvaEryc4eTx03yvs2tjAmZdMY+H5U1I+PxyOce/vXmbH7hZmTC3nc59ajMN+4jFKDMNgX3MXz6/dxZtb67DbzWw92IYiSyhmBbfdisUsUg0LBIKRQ9VTC7ChpWpvpKYWBGOxlOxPG4QoIkgTQjARCAQjwgv79uBwuZCQkGUJTdeRkJAkCUkCWZKQIH5ckkACBQkdUKR4mSxLKJIc35akIeUyigQSMoosYZIVTAlbkyyjyDImWUJGwqwomBUFRZJELIOjcMvFC7nl4oW09nh5a+dBHn1rC1/9Yz1TqopYOq2aBbWVFJ5g2mCH3cItnz2HzVsbefChlazfXM9nbzgLk+nEOp/XfekCfv3//kVPRz/Z+RkndC3ByaGlvosVL2zB7rLyue9clvL57R1e/vi35by99gDf+uolLEqDV0l7r4/XNuzlkeVbaOv2YigQjWmcNXUMl82fyJxxZUysKKAyPxtZFn9HhmIYBqquo+o6scRa1TRiuk5U09CMeJmmG2iGjqbraIaBpuuouoFu6BgGRDQVzTDQj7Jouo5ZlgmqKroR97fXDQPDIL5O1MV4R7lJkQnFYhiJ3tNAX9EgbjN0PXBcN/TBvtZQ+/j68AOaYWAM6YC+s4/2zv0sm53OgD+lz1jV9ZTeX26Lhb5wOClbs6IQVtWkbLPsdroCgaTrke900upP7VkLnU5a/L7k7V1umr3epGyzHXY6A8Fh7YpcLlp8w9RBSl6ocFus9EeS+z4WlJbzy7ffSsr2ZKEn+Vs6nRBBXwXpRAgmAoHgqPz0pz/l9ttv50tf+hL33ntvSufGtHhjGUDSJKKaOjil1Eg0gIc2cA0jLpSEEo3heMNZH9JYHmg4xxvbTrOF7mAIVddQEw3xeKNcRzN0YppOodNFXV8vMU0npifqwqFGZ3lGBnW9vYk9CauiYDEpWE0mLIpCuSeD/nAYu8mEzWweXLvMZiyKCafFgsNsxmWx4LCYcZrNuCxWXFYLVtPo+/NalO3h6kVTuXrRVEKRGKt21vPyhj38/L/LOGdaDRPKCrhoznhyMo4/bfC0KWV8v/IyfnzPs9xz30t87sbFZJ5AitfqyWW4Mh28/NAqrvvihcd9HcHJ488/eoq2hi6+9JPryClITeTad6Cdr333fzidFu6/96OUleYcdz103WD1zgaeX72T51bvpLIwm5ZuL/Nry1k8vZq548sozcs87uufDsQ0jUA0hi8SwR+N4o9ECMdUvNEIgWiUUCxGMKYSjEXRDIO+cJiIqhKOqYTV+FLkcbO7q5Oopr1rmVSQz9tNTUe9/7jcHPZ0dw9bz7klJaxpaR7WblZRMetbW1L6DCozMzjY35e0vd1kIpSkgABx8V9PYcR+bnFyz3oijM/JZXd3V1K2uXYHXaHhRQSAqQWFbGlvS7oec4tLWdNy9N9HOs6ZV1LK6ubk7JP9XJL5nSmSlLSnRonbQ7MvOVEn13H871fBEEQME0EakQwjhb/yAoHgfcPatWu59tpr8Xg8nH322UkLJl6vl4yMDPr7+/F4PCNbyTSiGwZRTSWqakQ0Ld5pUFVCqko4FiOkqoRiMUKxGBFVxR+NEYhG40ssRjAaxW21sqezC18kQiwx8jQuJ5eWfh+ZdhsZNhtZdhsFThdOi4Vsh51sp4Mch4Ncp4MMm/W09IIJhKO8tG43j7+1DatJwW61cN3iacybWHHccU80Tedv/3qL197Yyc/uvJqykuOPQbL21e387Oa/8LfVP8SdJRqbpzObVu3ljz94ErNF4VePfwlZTv73s3FLA7f/4FHOPmMCn//U2ccdC0dVNV5cs5sHX1rHvuZuZowtwWGzcMmCWhZMqsDjSE+MnXQT0zS6A0E6/AF6giF6gkF6gyF6giEMCQ5099AfjuCNhOkPRyjPymRN47s7kjNKCtnY2vqu8qrsLDqDQWwmEzaTCauiYDWbGJ+bS7PPi0U5JCYPLHkuJ95IBLOsYJJlzErcy88kK5hlGbvZhKrrKLKMIg14BMqJfSnuDSjFz9MNA2mIJ+HQbTnhaTjw51EiLlSANFge91qMb0tDygfEjEPHOOzvrDTE21GS4h4jA0cHBPZD9333vqpryNLhv+N3/hkfKtQbhoF+lN7aULuhxHQt8bzJkYqAo+nJ2+qJAY6kMUAzUh/KT2XKiJSC/YD3UVJ1GOZzGRjoSYZUPrdch5PqrNTehyM9Jcfr9VKUmzsq2nUDbdBxX/0xivXof8u1SJg9v/jWqHgmwaln9A2BCgSCEcfv9/ORj3yEP/3pT9x1112nujonBVmSsJnM2EwnHrdjKLph4ItE6A2F6Q+F6QuH8YbCdAYCbGtrpzsYwqYobGpuwxsOI8sSOQ47RW4PBW4XxRluij0eijPclGdl4radeJyGVHHaLFx5xhSuPGMK2+paeej1TTzw4jp++u/X+Oh5M7lkwURcKcaPUBSZT3/8TCorcvji7Q/xk+9exYSxhcdVv9lLJ1IztYIn/vw6H/vaB47rGoKRR9N0/nv/axzc3cJvn74tJbFk9fo6Hnp0NbOnV/Llz5+H1ZJ680XTdV5eu4f7Hn2Tth4fZ02v5uL5tVy2aDJZbnvK10snhmHQ5Q9Q39tPa7+Pln4vzf1eVF1ne1tHXCQJBDGAwgwXbb5D0xzsZhNzK8po8/nIsNuoyMoi02ajNNPDgooyXBYLLqslsbbitsb/ztnNZhxmM3ZL3HtOSeH7EAgEpw+mEf63q5rT2y46KQgPE0EaEYKJQCB4F1/4whe45JJLOPfcc4cVTCKRCJFIZHDfm+Rc4vcLsiSRYYt7l5A1vL2q63T6A3T4/LT0+2jx+tjQ1ML/NvXQ0NNPMBZldlkJJkmmKjeb6txsavKyKcvKTGuWm6MxuaqIu6qKaO7s458vb+D51bu4/8lVfOyC2Vx79rSUhZNzF0/Ebrfwp3++yceunc/0SWUp10mSJC75xJk89ofXufTGxWTmnli8FcHI8NL/1rJx1X4+9KULqJ5UmvR56zbX8+0fP87iheP45pcuwnwccW9WbTvIPQ8t42BbD0tnjuWbHz2HRVOqTrpHVyga40BXD/s7e6jv7mVPVzcNPX009PSBAUE9PhVEliQK3C5mV5RQnpXBrLIS8t1O8l1Ocp0OMh12cpwOsh127KOxMyMQCAQjiRBMBGlECCYCgeAwHnroITZs2MDatWuTsv/JT37CnXfeOcK1ev9gkmWKPG6KPG6mlRS967huGLR5fdR19bK/q4eVB+p5ctMONje3ke92srCqnMIMN5OLC5hQmIfVPDJ/5kvyMvnGh5fS2tXPn59bwzOrdvDvVzbwqUvm8cGzpmBJ4b6L5tZgtZj4/s+f4offuIypE1MXTRZeNJ1n//EWT/xlGZ/4xqUpny8YWby9Af75m5eZvXgCV3zizKTP27itkdt//BhXXjKDm25YjJKiKHiwtYdfPbKcHQfbmFBRwPduPJ+p1cWpVv+46A+F2dnSwZamNna2dbKrtROLRWF3ezyGgstqoaYgh+q8HJaOq6Y8O4PiLA+lGRnku52YFZGNRyAQCI4HEfRVkE5EDBOBQDBIY2Mjs2fP5uWXX2bq1KkALFmyhOnTpx81hsmRPEzKysrEvNCTjGEYtPb72NvRzebGVrY1t9MXDIEBMyuKmVlewqzKEnJcxx9g9VjsberknoeXs6+pk5wMJ7dcdQZnTk0tdfCGrfV87+6n+fHtVzC1NnkPhAFWv7KNOz/5J37z3FepmZy66CIYOe7/0VPs3tTAZR9bxNmXzUjqnN3727nvb6+T4bJxx9cuS8mDKqZq/PuVDazadhB/MML/u34JM8al/ptKFsMwqO/uY11dE/U9fbyyYx/13X2UZmXQ5vMztiCHCYV5TC0rpDQrg5q8HPLdztMyZpFAIBAMZTTFphuo6/gvDR/DZPevRQwTQXIIwUQgEAzyxBNPcOWVV6IMGdnUNA0pkco3EokcduxIjKYX63udgU7chvoWdrd1smznAewWM0snVDOjopi5Y0rT6oFiGAavb9zHT//1Gt5AmHPnjOMLVyyiKCf538HqDXU88sx6PvvRMxk/piDl+9/z5X/SsLedXz19W8reCIKRYcvaA9z91Yepri3me//3saRilzS39XHT7f+mpjKPn95+BVZL8tNO6tt7+d1jK9i4t4UvX3sWF82dMCKpgLt8Ad7e18Bbe+vpC4VZvrsOgIU15RRkuplaWsjk0gLGFeQKbxGBQDBqGU3tuoG6Tvji8ILJrt8IwUSQHEIwEQgEg/h8Purr6w8ru/HGG5kwYQLf+MY3mDx58rDXGE0v1vcjTT39bKhv5pVt+9jU0MoFU8YysbiAsydWk5mm7CC+YJi/Pb+Wv7+4DqfNwtc+dDaXzKtNutP62srd3PvnV7nvruspL04tW0DT/na+/4k/csWnl3DpDclP/RCMDAFfmFuu+g26bvCr/9xMdv7wfxP6vEG+/MP/UZKXwbdvvQiH3ZLUvXTd4JFlm/jN4yu4bvF0PnHRHDKc6c14s7+9m9d27ue17fsxmxTWH2xmTH42508eS21xPjMriskeIS8ugUAgOBWMpnbdoGByaxKCyW+FYCJIDhHDRCAQDOJ2u98lijidTnJycpISSwSnP6XZGZRmZ3DZjIlEVZW1B5p4adtefv3iW5wxrpJ51WWcM7kGRwoj+u/E7bDxxQ+eybTqYv7+0lp+8I+XeG71Tu684Xzys4YPyLp04XiiUZWv3PUo99/1IfKyXck/X3UBi6+YxZ9//DQzzhhPaXX+cT+H4MT5/Y+fxu608vEvnpeUWBKJqtz1uxfwBSLc9q1zkxZL/KEIP/73q/T5w9z7hcuZO6H8RKs+SHNPP89v2cOzm3bhslnY1tTOgppyzp8ylp9edyHFmaKxLRAIBKcTIoaJIJ0IwUQgEAjep1hMJhaNq2TRuEpUTeftffU8vXEXv3/lbWZWlXD13MlMKy867jgLi6dXM7GygO8+8AKbD7Rwy/89wecuns85M8YOe+6FSybR0tnPb/+xjK99+lzcKXgKXH/L+dTvaePX33qEHz14ExareNWdCl59ehN7tjYx+8xxzF86cVh7XTf40f0v0NzVz93fvJKcLGdS9znY1sNX7n+KGdUl3HPTeditJ541JqqqvLp9P/9bsxVV19nS2MbiCVVcOn0C88dW4LQmJ+QIBAKB4BQgsuQI0oiYkiMQCNLKaHLdFBwZXyjCC1v28N/VWyjO9rBobCWXzqzFdpzxTnTd4J+vbeBXj70BwOcumc+N588ZNn6Kruv84m+vcbC5m19+8ypsKXi97NpYz/+75rdc9anFfOp2kTXnZHNgdxtf+fD9TJhWxl3334DZMvxv55/PrOVPj7zFL79xFbMmJech8trmfdz9v2V845olLJlac6LVpr3fz0Nvb2ZXcwdv7D7IjMpirpk3haUTq3HbUkuZLRAI3vsYhpFU3zuWiAc3HKqmAckNUkQ1NekBDQmwmpJ7h2v64U/k9XopyssdFe26gTboxM8PPyVnx/+JKTmC5BCCiUAgSCsDL6sr//xXrE4HkiQhISFL8UWSINvuoM3vQ5YkFEmOr+XEtiwhIyHLEook4TBb8EejmBUZkxxfzLKMSVEO2zcrChZZwcDAoihYTSYsinLYtlUxIUkSdrMJm9mEzWTCbjJjM5uwmkyYZVlkrXgHWxvbeHDFBtbub+KGM2dyxexJZDntx3WtFdvr+OuLa9lY10xtWQG//MylFA4zRUfTdX714Ot09we569ZLUJIIGDrAf373Mhve2MOVn1rMwvPFlLKTha8/xPdufhCTWeb2X1xPdt7w07CeXr6NH/3pJX7whYs4f0HtsPaGYfDv5Zt4ds0OfnbjJZTlZZ5QnXe3dvL0xp38Y8VGrGYT18+bymWzJlJTkHNC130/YhgGqq4T1TRimk5M0xLb8XVU0wirKqquo+o6mq4TS6yHlqm6jiLLeMMRNEPHMAw0w0DXDTRDR9MNDAw03UA3dFwWK13BALphYBjxeuiJzmy87NA2EoRVFYzEMeLHBju/BvEyA3KdDlp9PgZaywPlA9vxZz60XZaRwYGe3sOOJ3aGbB7acVut9ARD7/4cj9INr8rKZk9XV1LfRUVmJvt6upOytSomAtHosHbFbjcN/f1JXRPiz9cdDCZtX5556PNLhtq8PLa2tydlOy43hx0dnUnZFrpdNPV7h7WbU1LC6qamYe3MskxMH34eSIHLRbvfn1Qd85xOOgOBpGxPBD0c5uB3vz0qxIVBweTmJAST3wvBRJAcwk9ZIBCMCH+7+ircHs9go3VogzUQjQ02eHVDP6wRPGCrJfaD0diQxrVGTNdRtXhjOr6txbc1jbCm4gtHiGoaEU0lqmpEEg30iKqS53Sys72TUEwlrMYIxVRCqkpM05hcmM/2tg4cFgtOsxmnxYLTEl/nO53ohoHHZsVtteKxWfFYrWTabdhMZrLsdrIddrLtdlxWy3tKdJlSVsjdH7qY1l4v/3hrI5f/8kGunDOJjy6aQZ47uSkTA5wxqYqibA9f+eNTbG9o57v/eoFPnDOHRbWVRz1HkWVu+fBZfPEnj/Lnx9/ms1ctSPrzvfozZ7P61Z388msPMab2KxSWic7vSKPGVH5023+o29PGL//52aTEkre3HuSJ17fw6asWJCWWRGIqP3j4FaxmEw985TosJ5DpaWtjK/e/voZlOw8wrayQr11yFlfMmojrfeJNouo6/kgUbySMLxzFF4nQFwoTjEUJRmMEYjEC0fh2MBojpMbwR6OEVZVQTCWiqoRVlXAsvp6Qn8vbDY3HHHGfmJ/Hjs4OgIRYHhe9FVnGJEuYZAVFljDJMrV5eezq7EKRB0R3GUUaENRlZIl4mSxRkZlJfV8fcuLvw6BIjxTP9CaREO0lFEUmoqqJYxxlHT9HkSQsiSxH0sDI/+Grwb9JEuAwm8m2v0NUlo6+azebMR1FCJaO4GmQYbNS6E4urlOW3U6xO7nOoEmWCauxYe2y7Y6kOv4D2MwmLKbks0Rl2x0E3cPXYwBPCp9Hhs1GoSs522y7nZg2/HO6LBbynMO/C+OC3/DXc5jNuCzJTfmzKAq2JL1GwqqalN17BcmIL8c6LhAki/AwEQgEaWU0TslRdZ1gNIovEiUQjeKPRgkmOgqBaBRvOEJvMIw3EsEbCeMNR/BFIjjMZra1ttMXCg92EEyyzNyyEjr9QfJcDnKdTvKcTsoyM3BZLRS6XRS63RR6XEm7x55O9AZCPLZ2G39fsYErZk3kxrNmp+xx4g2G+eUTb/D46u3IksTtV5/NtWdMO+Y5/f4wN/3kYRbPrOGmDy5K+l4dzb3cctmvmLloHF/+6TXYHO+PjvCpwDAM/u+up2jY38nlH1vIwnOGj1uyp76Dz/34Ec6ePZbvfvr8pMSw17bso6Pfz3VnTDtucXJnSwe/fWUlLb1edN3gM0vmctHU8ZhGeSrqiKrSFQjS5Q/QGQjSGwrR5vPTGwzRGwrRFwrTGwqR5bCzsbmFQDTeMZUAl9VKtsOOWZFxmOOCscNsxmm1xNcWCzazGbMiYzUlPPQSnnoD+zazgizJg9595sG1jEUxYVbigoeSEEjk95C4LBCczkRSEEzeC1NyJn3uxyiWY3iYRMNs/4PwMBEkx+hrrQsEAkGaMckyHpsNj+34UpBquk5/OEJvKERvMER3MEib109XIEBXIMi+7h4O9vSytqEZXyQCgEx89K/Q46Y000NpZgY1OTnku51UZmdRnOFOafrJySLLaedTS+ZwxexJ/On1NXzmb49x0dTxfHTB9GFjkgzgcdj41rVL0YGn1+ygJCdj2HMyXDZ+89UP8tN/vMqDz6/l4xfNSepe+SVZfPUXH+L7n/oLAN/49UfeUx5ApxOP/vVNnvnPam6944qkxJLWLi/3PrycWRPL+NaN5yb9vSw9gVglzb39/PvtTfztzQ2MycvmlnMXcN7EGpRRIJQYhkF3IEhDbz9Nff20eH20eX20eH20en04rRY2NLVgURTyXU5yXU6KM9zYzWayHHZqPXlk2e1k2e1k2m04LZZBbzmn1SLEC4HgPcyJDNCoJ5A171QhPEwE6UR4mAgEgrQyGj1MTib+SJQ2X7yD05jo+DT1eWnq68esKGxsagXirrbnjBuDqhuMy89hXF4uY/NyqMjOxKwk79480jT19POrF1fQ3NvPJxfP4byJNUl3fA3DYFdzJ7Wlyaf+be7s57M/e5gbLp7DtUtnJH3eA794nnXLdnLGRVO4/gvnJX2eIDnefGELT/xjJdPmVfPxLw7/+fZ4A3zp3ieQgN9/7RqcSaYPPl58oTB/fHMtD67aSJ7LwReWLODS6bWnpUdJMBrjQHcP+zt7ONDVQ2cwwNaWdpr6+lF1nbLMDKrzcsi02yjyxL3Vij0e8l0O8lyu99y0QIFAcGoZTe26gbpO/szwHibb/iQ8TATJITxMBAKB4CTislqoseZQk/vueBqGYdDpD3Cwp4+67l46/QHW1Dfx7/Vb6A2GGJeXQ313HxMK8phYlM/M0iLG5ecyNj/3qHPgR5rS7Azu+dAlbG5s5QdPvcYja7bwrUuWMCZ/+HghkiSlJJYAlORl8LuvXs2P/vEKiqLwwcVTkzrvo18+n/3bGvn7L56npCqfMy8+9hQgQfJsfns/P//qw3zgw/P52K3nDmvvC4a55dePk+mycdenLx5RscQwDJ7aspMHVm6grc/H55fM54aFM48741O669bi9bGjtYNd7Z3sau/EG46wsbGFsqxMxuRmUZ2bzfyKMq6cOpHyrEzyXE7hCSIQCATDIDxMBOnk1LcYBAKBQADEBYR8t4t8t4u5FaWHHesOBNnT2cWWpja2t3WwYv9B9nV2s66hGYfZzJSSQhZVlTOpqIAZZUU4kwwaly6mlRXxyM0f4r/rtvLDZ19nenkxN501N+lpOqlQWZjN7R85h5t++T9kCa48a3jRxGRS+PqvP8q933iYX339IbLzPUyaXZX2ur3f2LWpgR9+/u988JNn8vEvDx+DxB+KcNe/XyUSU/neJy4g2+MYsbrt6+jm+0+/wvqGFq6YPpH7P3IFBZ7kAj6OBMFojC0tbexp7+Ktunq2trST73KQ63IxoSCXiyeOZ1x+DhU5WYNBRgUCgUCQOpIeX451XCBIFjElRyAQpJXR5Lo52unyB9jU3MamphY2N7exrbWdYDSGSZa5eNI4ijM8nFldyfTSopPqgdLlD/CzF95gS1MrP7j8POZVlY3IffY3d/Htv7/AZQsm8eGzk5ue07i/ne/e+Ccys1185efXUTGuaETq9n7g4O5W/vyzZ8nMcXHbz65FHuY35g9FuOV3j9Pe6+dPX76a0hNMBXw0wjGV/3vzbf6ych1LqsfwyYWzmFVRMiL3OhbBaIx1Dc28fbCB/V09rK1vZmJhHmdWV1Kdm82U4sJTKuAIBAJBMoymdt1AXafeOPyUnC1/E1NyBMkhBBOBQJBWRtOL9b1GKBZjU1Mra+qbaOjt47nte9ANg1ynnVnlpZw9torFY8eQ7Ugtq83xsnJ/Pd95+hUWjSnn6+efhXsEUrXWtfXwuV//jxvOm81Hls5M6pzNK/fwo8//nYqxhdxy19VUjBeiSao07e/gN9/+HwVl2Xz5p9egDOMR4Q2Gue1PT2GSFL7z4XMozc0ckXqtrm/kRy8so76njy8uWcAN82aeNLHQMAz2dHTzxv46NjS2sLa+iWklRcyrLGNeRSm1RfnCc0QgEIw6RlO7blAw+UQSgskDQjARJIcQTAQCQVoZTS/W9zp9oTArD9SzpbmNx7fsoC8URpYkrphaS21hPhfWjiXfPbIj3P5IlF++uoK67h4+Pm8mZ48bk/Z7NHb28tW/PMv8CeV8+fIzkwp4ueqlrfzpB48jyTK33fNhJs1Jf73eq9Tvbef+Ox+npCqXm++4atgMMz3+IJ//3ePxwKu3Xp1UVqRU8Uci3P3aCv6zYQvXTZ/MZxfOpSwr/fd5J6qus66hmVd27aO530tTn5ezqis5qybu2TUaU4cLBALBUEZTu26grtNuGF4w2fx3IZgIkkMIJgKBIK2888X6rWdeZndHJ7IkIUsSEhKKnNhOlA1sd/sDNPd7MSkKJlnGLMsosoxJkeP7SmJflukJhOgNhbCaTFgUBatJwTJ0W1GYWVbMF86cf9zP8tz23djMJjw2Gxk2Kxl2Gxl2G6quY1GU0ypbzXCous7GxhZe2b2PFQca2NfZjQRcOnkCM8uLuXjieDLsx5dWORlWH2zk28+8zOyyEr51weLjTuF8NNr7/Hz+/x5jcnkB37n+XMym4b+bt57fzJN/e4Odm+r54o+v5dwPzhHZRYZh27o6HvzVC0yYXsEn/t+Fw07Dae/z8bn/e5Tqgly+/sElFGSmX6BbcbCe+5avYn9XD986bwlXTKkd0e9RNwzWNTTz7Pbd1HX1YADnTajhnHFjKMkceZHmvUggEkXV9cFF03VU7dC2phvEdA1V0wnGYmi6gW7o6IaBrhtohjFkO14uIdEfDmMYBoYR/94M4naGEfcIMoiXx+3jAq9B4viQNQAGGBw6z2O10Or1Dx43DplxWMGQMg2DUDT2rvJDpxxeUuhxcaCrN+nPUTN0Ypo2rJ0iywQi0WHt7GYzvcHQsHayLBEY8lzHwqoo9IaGvyZAWWYGz3zu40nZQvw998y2XUnbB6Mx/NHhPwcAWZJo9/mTsrWaTDT19Sdhp9DU503qmh6rlX1dPUnZAmQ77exq70zK9qZF87j5jLlHPT4qBZOPJyGYPCgEE0FyiKEPgUAwopw3vpoZJUVoho5hGOgDDVfjUCPXSKz3dnQNChKqrhPTEg1nXSeqagSiUTTdQNU1VN2gLxQ+5r3tFvMJ1X1DYwvdgSD94TD9oQjecBhvOMKY3Gw2NLaQYbOS5XCQ47ST7XCQ73YSjMYocLvIdzvJd7vi2y4nSJDncqKcomw2JllmTkUpcypK0Q2DjU0tPL9jD/u7evj+869x10vLuWBCDR+YNJ6zaqrSPo1hXmUZT332Y9zz2gq+8sRzfHzODBZXpy/oakGmi79+6Vp+8fhyvvKXp/n5Jy7GYT124NtFF03DnenkP797hV9+/RH2bmvmxq9djN2Z/qlDox3DMHj58fX8/Vcv8rFbz+XCa+cNe86B9h5+8NDLOCwWvn3dUrJd6Q3w6otE+NmyN3lo81aunzqZ337wUvJczrTeYyj7u3p4buduHt24nfKsTC6eNI4vLV5AtnPkAteeanTDoDcYIhiNxZdYdHA7EI0SicXoDUUIx1QiqkooFiOiqoRjKmFVJcfhYFdHJzEt/jc8pmvxtabFyzSVmKZTkZ1JXfeRhYEB4VyRZSYXFbC5uRVZllAkGUWOi+2KJCEnhHhFkpFlidIMD3U9vUjEy5EYItwzKNhLxMtzXU4a+/oHj8UlN4n4qYm9+GWQJImqnGx2tLUnygesOeJ+ohSTSaY/HH5H6TutDmdfV3fS3xfEp2YOh8NspneY9ydAgdtJuy8wrJ3basGXhAADkOOwE4qpSdmG1eTsBjAMg70pfF66btAVCCZl67ZaOdCdnGCR43Swt3P4ejgtFg72JCeIFbhd1Pf2JWUL4LRakv6cVX14kW20IekGkn50n4BjHRMI3onwMBEIBGnlZI1ENPb2E1HjjfSophFRNaJavDE+UFbodrGgqjzt9273+Wnz+ugOBOkJhugJhOgJBglEoqyub6Ld6z+soZftsNMTDGGWZYoy3JRkeijJyKAqJwuTLFORnUllThalmZ6T7rUS0zRWHKjniS076PQHWdfUTKHbxdXTJ3P1tEkUZ6T/O1x1sIHbn3uZRZXlfGPpmWn1NglFY9z+4PMossQ3Png2+RnDezQ013Xy89v+jbc/hGKS+do9H2b8lNJhz3u/EPCH+dd9r7J62U6+cfd1jJsyfBDfDQea+eJfn2JuTRk/vP58nLb0Zm1a1djAn1avY0tLO98792wurR0/Il4lgWiUl3bv4z8bthCIRLlySi0fmDSBQo877fcaaaKaRrvXT28oRG8gRG8w7qXXGwyhGwZ13b14wxF84Qi+SCTuICFBSYYHXziCw2LGYbHgsJhxJrZdFjNIEjaTCZvZhDWxtpni21azCV03sJgUzIo86JlnUZREWXxb1fWE96CESVYwyRKKLA96HwpODaFo7N0KzhEIRmPJmAHxf1NJXZS40F+UMfr+rY0EumGgJuE9NEBPMJyUtxGAJ+FBezRGo4fJjI/8aFgPk43/+vaoeCbBqUcIJgKBIK2MphfrSGEYBr5IhA5fgHafn3avn41NLTT3e2nu89Lc7yOmacwsK2ZDY8vgeYoksWRsFT3BEGPzchibn8uU4gJmlBaflHp3B4I8sXUnj2zcysHeXvI9LqYUFfCxWdOZX1GW1o6LLxLh9yvX8Oye3fz0wvNZUJE+YUvTdX7z7Fs8u34Xv/nUZUwsKxj2nKA/zG+/9xhNB7uo293Gh25eyvU3nY2SxNSe9zI7Ntbzh589x5gJhXz6/12E0z28uPXcpt08sGwdEwrz+O7V5yQ1PSpZgrEYP1/xJg9u2sSVE2r55plnjYhXyZ7OLv6zcQuv7N3PVZMncs7YaqYUFZyWnfeBvzet/XEhtzUh5h7s7qXTH0h0ZiVMikxJpgdFlsly2Mhy2OOL3U6GzYrDYsFts+KxWXFZLafMG04gEJxejKZ23aBg8uEkBJN/C8FEkBxCMBEIBGllNL1YTxW6YdDpD7C9pZ1dHV0c7O7lYE8vdd29VGZnsaWlbdD27LFV3H/9FSe1foZhsKahib+v28irew+gGwbnjq/m7OoxXD5pQloDWb6+/wDfeellrpo8iZvnz8NhPrFpVEP576ot/PutTXzmnLlcPGPCsPaGYfDSo+v4/Q+fwu6wUFSZy83fuYyxk05+StpTTSQc4/F/vMUzD63hi9+7nLmLxw97jq4bPPjmeu559k2+cN4CPnfuvLQKDOtbm/nz+vWsbGjkjiVnc0VtemOVaLrO6/vreHDDJlRV47JJE7h04gSclvR6x6Sbp7fu4oUdeyjKcFPkcVOU4abQ7SLH5STX5Tjt6y8QCE5vRlO7bqCuMz80vGCy4T9CMBEkhxBMBAJBWhlNL9bTDcMwONDdy662TvZ0drGvs5vZ5SXcOH/WKatTU18/j2zexoMbNuGPRsl1Orh5wRwun1hLpj096Yl7QyF+tXIlbzbUc/f5FzC7JH0Cxbr9TXztn89y9cKpfHbp3KSmPDUd6OTB37zMmy9uxWRWuPpTZ3Htpxe/b2KbbFl7gF/f+QQz59fw8VvPxZ0xfIwObzDMNx95gTX7G/n59RezdFJ12uoTUVXuefst/rxxHWdXjuGHS86l2J0+N/1QLMYzu3bzx7fXMT4/lxtnzWBmSfFp6U0iEAgEJ5vR1K4bqOus64YXTNY/LAQTQXIIwUQgEKSV0fRiFSSPLxLh4U1beXTbDhp8fciSxIemTeVTs2ZSkKbO63N79nDX8mV8cPIkvjBnLjZTerxNWvu8fPXfzwHwsw9dRGkS6WbVmMZ//7ycLWsPsOntA0ydO4all07nvCtnDpsZZrTS3d7Pn37xAm3Nvdx8+weSjuOyvbmdrz78HBVZmdx20ZmMK8xNW502trfyu/Vvs6axme+cuZhraienTcjoDYX456ZNPLpjB+dVV3PD9BmUiiw3AoFAcBijqV03KJhcm4Rg8ogQTATJIQQTgUCQVkbTi1WQOuFYjCd37uL+NWvo8gew2y1cUDOWm+bMoSQN33dHwM/3lr3K3p5ufnHuhcwoSk/8lqiq8cCb6/nrinV859Kz+cD02qTOq9vTxqN/fYNXn9oEwLgppXz6qxcxZU76MvycasLhKE8+uJLVy3Zy4bVzOfeyGUmJQrpu8OCqDTz09hZqi/P4wZXn4balxwsnrKr8at1b/GnLOs4oqeAnZ51PiTs9f0+6gkH+vHEdB7t7mZxfwEenTUubt5Rg9DGQdnhoymESKYVVXUscO5TyN76dOHcg1zCHztf1Q3bvvM/g9pByTdfflU54ODTdeNf1j4Wu60nZDX3OY14vyfoe+jyTI9nPIf5ZJ3VBtBQqIEkSWpKfVfzySdYjQSrXliVQU7i4JIGqpXJ9iViS9Qn4fVw6e/qoaNcNFUxM5qMLJmpMCCaC5BGCiUAgSCsDL6s7/vcsDqdrMP2jJEkoibSPcmLbYbEQUdVEdoR4ikh5yLYpkUrSqigYcCirgkkZzLZgNilDMjCYMMkSdotZBCwcYVRd5+W9+/jl2yvZ39ODw2TiqsmT+MzM2ZRlnNgovWEYPLVnF/euW8nSyjF8de4Z2NMU2+StvfU8+PYGrBYT37tkKblJBAzVNJ0X/7eWv//6ZUoqcti5oZ5rP7uEG//fhWmp06lC13VWvLCVR//yBosvnc4l18/Hakvuc27u83L3i2/wxp46vvuBpVwxfWLaPD/WtjfxzRUv4JJtfLh2GteOT49XSWfAz/3r1/L6wTo+PnU610+ekjYvpvcrMU0jHFMJRWOEEuuIqhJMrKPqocxlg5nMYiqSJNEfCifSx2uo2uHreMphDd0wBlPL67qBqsdTzWu6Mbgu8Lio7+kbTE8fFyDinXXd0AdT2eu6TnlOJvs6ugcFkuFawFNKCtna3HZsoyFMKs5ne0tHSp/hjPIiNja0pnTO5JICtjW3J20/vjCX3W1dw9rNrixh3cHmY9pMLMpnR2tyz1ic6aalz5eU7aSifLYned1kP+dU0h0DzKkoYW39sZ9/KLVFeexs7Uza3qIoRJPMXJPK5wEwp7KEtcN8d0OZXlbEpsbkfndaJMzeu781KsSFQcHkmruGF0z++52Un+l3v/sdd999N21tbUybNo3f/va3zJ0794i2DzzwADfeeONhZVarlXB4+JTegtOL9EXuEwgEgiFcNq0Wh8s1OOKmJ0Z6dF1PNGTjS1TVEg3igQbwocZxUI2hJdJN9ofC8Ua0qhHV1MHtmKYRG0wprBKKxVMNa7rxrk6WkhBvHBYzTqvlXesshw2LYsJtj2eKcCcWV8JGxDQ4hEmWuWj8OM4fW8Pze/fy/L49/HPrJh7avoWraydx85x5lHmOTziRJInLx9eyoKyc7y5/hS+++gyfmDqTRcUVJ1zvRWMrmFRSwE9fXM7H/vZfPnXGbK6aPgn5GN+toshcfN08zrxgCg//8XV2b2pgxsKaE67LqeZ3dzxOcXkOP37g0zjdyXlYaLrOYxu385OXlrO4popHb/4oVblZaamPPxbh91tW87vNb3NOWTV3LTiPIteJN867gkH+sHENrx48wOemz+HrC89Ma+Di0YphGHjDEXoCIfqCIbzhCN5QGG8oMihmtHv9BCJR/JEogcTij0Qpz85kQ0MzsSOMaM8sL2ZDQ8sR7niICYV57Go71NGUJDDJceHbrMiYZGVQYFcSArqSENAVSUJRZCwmM4os4bFbKcpwxUV5SUaSGBTmZVlGTuxLkkSW3U5ZVuagjZS4ucQhm3hZfD/LYR/8fUsSg+8ACQ57HwxsZ9qtjC/Me1f54P7Q7cROpt1GVW72ET+no71zMmxWxubnHPMzHorbZmXCkHodjRyng6JhUmZnOmxUJvlv3mpWCEZiSdlmO+0UZSb37z3baafAM3zKeLOsEFLVpK4JUJThxmpO/m9DttNxzHS8RyJZ75x8jwubJXlBtzQzg1hZ8h4mJZmepOsSCwXZm/SVTw8kI74c63iqPPzww9x2223cf//9zJs3j3vvvZcLLriA3bt3k5+ff8RzPB4Pu3fvPnRf0Y4clQgPE4FAkFZO5yk5uq4TisVHPwPReOM/GI0NrsMxlZ5AEH84ijccwReO4A1HcFrM7OvoBuKN6AyHLdHIzUKSZHJdjvjidpLrcpLjtOO0Wt5XL0ZN13l6z25+u2YVGXYbW7raua52CrfOnkeh6/hjnBiGwfN1e/jeqlc4u3QM355/NpnW1BqoR2PlgXq+/9yrZDscfOfCJUwpLkzqvPbmXgpK0iMSnEoM492i4rHY0tLGnc+9RjgW49oZU/jo3Olp8+R6pXEv31vzMoV2NzeMn8VlY048A05fOMQ/d2zmsZ07+OS0WVxbOxlLEkF/RzvhmEprv4/2fh+d/gCdvgBd/iCdvgA2k8LmpjZ6gyH6gnFRBOIpzd85daHA4yIcU3FZLTitlsG102qhJNNDOKZiM5uwW8w4LOb4ttmM02pGlmSsCe8/i8mE1aRgTazNJgWTLGNRFExKXCQRHoECwenL6dyueycDdZ1z5fAeJmsfT83DZN68ecyZM4f77rsPiLcpy8rKuPXWW/nmN7/5LvsHHniAL3/5y/T19R3XswhOH8QQi0AgeN8gy/Jggz+P4adiHAlN1/GGIvQFQ/SGQnR6452RXW1ddO2rp8sfQJYk9nf2YJJlCjwuCjPclGZ6yHU7Kc3KoDTLQ2GGO6mMLaMFRZa5YkItHxg3nqf27OSe1W/xr+2b2drVxsyiYr4wYx55jtQ/c0mSuHjMeBYWl/P7Las594k/8905S7ms6sQ71AvHVPDMTR/nH2s2cuO/H2PJ2CpuW7KI4oxjN57eC2IJJD/S1dLv5ZfL32J3RxfVWVl887zFFA4zCp0srUEvP9/0Gsub6jm3dCy3zzqbLOuJxRPxRSP8det6ntq/k49PnM5z133sPTX1JhxTaertH1wae/tRNZ2NDa209fvoDYaA+Ch8TyC+bTebyHM7mVxSSHl2JlPLish22Mly2sly2PDYbHjsVjx2Gxl2G26bFbvZ9L4SfQUCwXsIg3cHEnrn8RSIRqOsX7+e22+/fbBMlmXOPfdcVq1addTz/H4/FRUV6LrOzJkz+fGPf8ykSZNSu7nglCMEE4FAIEgBRZbjnQynneHCfkZVjU6fn9Z+Hx2+AI09/WxuaqO5t5/Wfh/FGW6QJCpzs6jMyaQqN5uKnExKMzOQ5dHZUTHJMldNmMQlY8fzyI5tPLl/Bw9s28DDu7bwxVkLuH7CVLJsqXeIM212bp+7hMVlVXz77RdZ1X6Qz0yaR7Unebf0I2E1mfj0wjlcOqWWXy9fxe3PvUxNbjafWzCHfNfwLt/vZboDQf6wei3bWtqJqCrfu+Bs5pQllzlnOGK6xn/2beTuzcsocri5f8mVzM0vP6FrhtUY/9i1kY3trczIK+aZqz6OfRQLJX3BMHs7umju9bKjtZ26rl7qunoJRWP0JEQRgAy7jTNqKijOcDOzvJjCDBdFGW7y3S5y3U7y3U4xpVAgELyvSHZKjtfrPazcarVitb47eHlXVxeaplFQUHBYeUFBAbt27TriPcaPH89f//pXpk6dSn9/P7/4xS9YuHAh27dvp7Q0Pe9SwclBTMkRCARpZTS5bp5qYqpGU5+Xg9291Hf1crC7l6im8faBRrKddsbm51Kdl834wjxqi/KSClB6uhGMRfnbto38cdMaMpxWesJBPjNlDp+cOAv3cU6tCasx/rDjbf6yay2fnDCHz9TOw2m2pKW+ezu7+M2Kt1m+v46PzpnOR6ZPo2QYj5P3Gh1+P39dt57nd+7DZjJx25kLOW98zTHjvKTCyvY67tr8Ai7FxtKiCXxy/NwTmioT0zX+u3crf9uxnsuqarlx0ixc5vRk6zkZaLrOwe5edrR2squtA184yut7DtDpCwAwtaSQ5t5+qnKyqMjNojI7k7LsTMpzMinN9OBJMYaCQCAQpMJoatcN1HXuZT8cdkrOmqe++67y73//+9xxxx3vKm9paaGkpISVK1eyYMGCwfKvf/3rLF++nNWrVw9bt1gsRm1tLR/60If44Q9/mNwDCU4LhGAiEAjSymh6sZ6uGIZBlz/I3o4u9nd2s721k52tHfgiUcbm5zCvspTK3CymlRSR43Kc6uomRV84xB+2ruGv29ejo1ORmcnVNVO4YcLM4/YCaPD18ufdb/Nq6x6+PnUpl5WnJ5sKwO6OLv7v7dW8vHc/V02q5brpU5lSWDD8iaOYvd3d/GvLZh7dsp0Sj4cvLVzA+WNr0hZfoiHQw4N7V/PgvnV8oGwSX59yLoWO4/8boek6Tx/cyR92rObyiklcP24qmSc4nWekMQyD1n4fW5rb4ktLGxZZYeWBBgA8NivnjK/GbjEzLj9nUDTNdJzezyUQCEYnyQTl9Xq9FOXnjop23UAbdN4HhhdMVj/zXRobGw97pqN5mESjURwOB//73/+44oorBstvuOEG+vr6ePLJJ5Oq3zXXXIPJZOI///lP8g8lOOUIwUQgEKQVIZiMHJGYyp6OLna3d7G+oZktTW1ENY15lWWMK8xldnkJ4wtyT+sAiu1BP//atYn/27YK1dDJszu5bcYirhozBatyfLNEl7fu5zfbl+G2mrm1dgmzck9sasdQ6nv7eGLHTv68bh3j83K5ceZMzq2pfs9kWYlqGq/W7Wf5wYM8sm0bc0tKuGnWXM6qqkybR0l/JMgf9r7JP/evpjajkK9OuoA5ecef8cgwDF5t2ct9W1YxI7eEz09eQJ799PS+0g2DvR1drK1vZn1jMxsaWyjyuNnU2Eqm3caUkkLmVZRSkZNFbWEeJZkeMXUmCQzDIBrTiOnaYZnYBtfv3DaMwZTFhmEklngYAz2xz5Bt3QAMg4iqDd7PiG/E94eWJYplSSIcizHEDGNIoIQjlel6vF5Her4jYTEp+MPJp8k1KTKh6PBZYgzDGAwAfCzsFjO+UGT4+8oSwSTuO4AiS4Rjydm77VZ6/MGkbJ1WC32B0PCGCeLfYfL1znLaae/3J20P8dTC/hRSHWc4bHR5A8nXyWWnvS/5Oq3cUz+sjRYJs/N3oyut8PxLhhdM3n72uykHfZ07dy6//e1vgXjQ1/Lycm655ZYjBn19J5qmMWnSJC6++GJ++ctfJvdAgtMCIZgIBIK0IgSTk4s3FGZHawdr6ptY39DCga5u5laWMb4gl/lV5Uwsysd0Ggoo9d5e7t38Fnv7O9ne30aRw80tkxdx9ZipxzU9I6ZrPFy3nt/tfIOzi8byqXELqHYfOc3f8eANh3l0+w7ePHiQjS2tfGLmDBaPqWJaYeGo6+AahsHWjnae3L2TVw7spzsU5CNTpnH5uFomHiU14vEQ1mI8dHA1f9//JoXWPK6vms2lZVORpeP7PRqGwVvtdfxm+5uMy8jj8xMWUew6vtTVI4VhGOzv6mFVXQOrDzaxtqGJyuxMNje1Mb4gj5llxcwpL2FKSQGlmRmj8rcTUTUC4SjBSBR/OEowGiUS0wjFYkRiKuGoSjimEo7FCEbiZdGB9O+qRkzTiamHUsMPpIcvzvKws7kjkV4+3oHXdB1Ne8d+4visMSWsP9A8bJ0lCRRJZkZlMWsPNCXSB4NEIo2wxGBaYRL7siQxpbyQjXXx9MgD6YcHVonkw4dtjy3KYWdTx+E3fvdm4nrxgly3g9Ze35HrfYSyqRVFrDvQNOwzDzCxpIDtTe1J2w/H7DElrEviM8/zOOlMoZNfmpNBU3d/WusAMK4olz2tXUnXI9V6z6wqZkPdsVNov5OiLPdRv/MjUVuSz87mjuENE0wsLWBHGr9zGKWCycU/GF4wee57KT3Tww8/zA033MAf/vAH5s6dy7333ssjjzzCrl27KCgo4OMf/zglJSX85Cc/AeAHP/gB8+fPp6amhr6+Pu6++26eeOIJ1q9fz8SJE9PyvIKTgxBMBAJBWhGCyaklpmnsbO1gZV0jq+oa2NfZzbkTahibn8OZ1ZVUZGee6ioexq6+Dn65+Q1ebtrLrLwiOqJevjDxTK6qnIpZTl048cXC/PfgWv68fzlLC2u5aewSSp0nFhh2KIZhsK65mRf27OV/27azoKqMMdnZXFgzlsn5BWnzykg3qq6zsa2Fl+v2U9/Xx8sH9jG/tIzrJk7hnKpqXJb0xIABiOoqzzSv56WWHWzva+GTNWdxfeU87Mrx32NtVwN/37sam2zl1klnUuE6fTIV9YXCrK5v5LU9B3irrp4OX4AJeblYTSbmVZYyr7KM6SVFuG2nR1wVwzAIRKL0+EP0+IN0+4P4QhG8oQjeUBhvKEJ/ML42yzINXb0EIjGCkSgGYDUpOK0WHFYLFXmZ9AZC2M1mrGYTNrMJWyLFsM1swpRIGWxWZMwmBbMSTzV8aC1jMZkwKzImRcYgHljbJEuYFAVFlhL78esoiowiS4eJwJIkIUsSihwXQAbWcmIZbaJUOtF0nWRa+cl6mGiajp5EehFdT+56A0Rj2rtEpaOhajp6kl2XlOuhaqSSPmXAcykVopqOoadyDx01BXsjxWeuKcwhz3PsAOejcUrOgouGF0xWPZ+aYAJw3333cffdd9PW1sb06dP5zW9+w7x58wBYsmQJlZWVPPDAAwB85Stf4bHHHqOtrY2srCxmzZrFXXfdxYwZM07oGQUnHyGYCASCtDLwsvrWA0/icrmR5XgDNt6gjTd6D5XJgw1im9mEPxxBUeKN44GG9tC1SY43uqMxNd7INsUb3YcvJiQp7opsG9KIH61ZZ06UiKqyqamV5fvqWLG/nlAsxqVTJjC1pIj5FWXYzKfH1JJNXS38be/bPNu4A4AFBRVcWj6JKyqmYTkO4aQr7OMv+97gjc6tzMsZy43VSyhLo3ACEI7FWFZ/kOf27qE54KXR288HJ05kQk4eC4rLyHeeuiw7mq6zp7eLLZ1tvF5fx8rmBiZk5mGWFS6uHsc5VWModKUnNfAAUS3Gq+2buX/vK/hiIT5edTZXlc/DYz7++Bubuhv4/a6VuMxWvlB7JmPcuWms8fFhGAa7OrtY29DEs9t3s7mlDZtJodjtYUFVOYuqyplTXnrSBRLDMOgNhGjp9dLhDdDh9dPlDdDhDWBWZLY0tOELhQFwWq1kuexkO+147DZcdgseezy1cIbdhttuxWO34rBacFjMOKxmHBbL+/bvqEDwfmY0DYQNCiYXJiGYvJC6YCJ4fyIEE4FAkFYGXlavb9iB3eVE0ww0Q4/PJ0+MfOi6jpaYYz7gXi1J0OsPoWo6qq6jaofcr4eWuW0W6rv64m7cCXfuQbfuxLoiL4s1+xoOG1mzmpWEeGJmfEkuTd1enFYzDpslPlpqGdg2k+dxoek6brs10XGIdyTcdit2i5kMpw3zCWT1OJW0+/y8daCeV/ceYENTS7xzV1HK0pox5J0GWXhWd9Rz7/blxIwo2/paKLZn8PnaM7m0bApWJfXgsO2hfh6sW06dv408u5OPVCxhnKck7fWOaCqrm5tY19bEC3V7ybTbaA/5Obe8hiK3i0nZBdRk5ZBrc6R9xDukxjjQ38P+vh62dLWxvbuDNr+Puv5epucVMiWniDNKK5hfVEaGLf0ZVYJqiGdb1vBwwzI0XeOiojO5rmIhGZbj/z1t7G7gD3uX4zHb+dy4xVS789JY49SJaRprm5pZ19jMf7dsp9XnY0JeLmWeDBaPqeSs6kqKT0I2pf5gmMaePhq7+2nv97O/vZvWPh+9/nichiyXnfFFuZhkmTyPi3yPk1yPkxyXgyynHbfN+r72uBAIBKkzGgWThefdOaxgsvLl74+KZxKceoRgIhAI0srp8mI1DIOYph2aTz9kXr0/FKEvGCYYiRKIxAbn4wcS+y6rhR1N7XhDEXyJRTcMCjNdtCWCqbntVrKcdjKddsYUZBPTNHLdic6J20Gex0m2y06u20Wm03ZadlKiqsraxhZe2rOX1/YdoMjj5pKJ41kypoqKrMxTVi/DMHir4wD/t+sNNnQ3Mq+ghKZgFx8fs4hrKubgMKU+ct8Z7ud/jW/xRNMqzswfx9KCmczPqT3ueBrD0RUMsKGjhQP9PbzVWo8/FmVjVwsei5U5BSXIksyErFzMsoksm50MsxWH2YLTZEGWJEySjG4YaIZBRFMJxqJEdI32oJ+ecIi2oJcWvw+X2cJrTQeQgHPKalAkmUm5+czMK2JqXhEZx5m6ORnaw9080/IGL7WtpMY1llrPGK4oWYTrOD1KDMNgXU8df9+/nEJbLh+ums+YUyiURFSVFfX1rG9u4eHNW+gPR5hTWsr43FyWVo9hXnnpiAT/VVWdxt4+6jp6OdDZQ11nD1FVo6GrD4/dRllOBmXZGZTlZFCU6aEo002W035a/o0RCASjn9OlXZcMg4LJuUkIJq8IwUSQHEIwEQgEh/GTn/yExx57jF27dmG321m4cCE/+9nPGD9+fFLnj6YXa7LoukEwGqU/EKbTG6A3EKIvEBpcG4bBzuZOurwBunxB+oNxt/cxhdkcaO/BYlIoyHBRmOlmYlkBMlCSk0FJdgYl2R6KszxYT/HUGN0w2NLSxkt79/H8nr24LBaunjKJs6oqqco+NfEiDMNgVWcdf92/jLXddQCcmT+GiZnFXFexkBxr6lNKAmqI51vX8HjTm1Q685iVXcM5BfPIMI/89JnecIgD/T00Bfpp8vcTVlX29nXTEw4SVjV6IyHGuLPZ1NHKuIxcdnV1IksyHrsFRZKYml9EVzhAts1BodNFodNFhTuTUncGVZ4sbMeZnjkVdENna/9uXmhdxk7vfjLN+VxcfCZL8mdjkY/v/rqhs7JzJ/9rWE++zcPHx5xFqSM7zTVPjoiq8kb9QdY2NfPwlq34o1GWVFYyuaCA88bWMCk/P63CRF8wzO7WDna0dLK3vYvWPh8WRSbX5WRMfjZVedlU52dTkpWBSTn9gjcLBIL3PqOpXTdQ10Xn3onJdAzBRA3zlhBMBEkiBBOBQHAYF154Iddffz1z5sxBVVW+9a1vsW3bNnbs2IHTObyL/Wh6sY4UUVWlxxeiubeftj4/7X0+2vv9tPX5MMkyb+6qOzzVowRlORnkeZxU5GVRkZvFmPxsirM9VOZlnXQxxTAMdnR0sqyujv9t34bLHBdPzh4zhvKMzJNalwHWdx/kgf1vssNbh08NY5FNfKxqIecXTafKVZjy9TRDZ33PDp5tfYNt/Xs5v3AW83JmMDVj5LxORjM9kR7e6FrJ8s4VZJnzcChuLixazCTPuOMWEGK6yittm3iqeTVTM6u4umwRebaTn/VG1XXeaqzn7cZG/rVlC/5olKVVVcwoKObCsWOpzkmvePOXN9eytakNXzhKht3GrPJiirM8jCvMpVikFRYIBKcZo6ldNyiYnHPH8ILJq3eMimcSnHqEYCIQCI5JZ2cn+fn5LF++nLPOOmtY+9H0Yj1VGIZBjz9Ec08/zT1eWnq87O/opr6zl7rOXnyhCFMritjc0IosSZTnZlJdkMOU8gIKMz1MKMqlMi/7pIw4G4bB9o4Olh88yL+3baHA6eTyCbVcWDOWAtfJD2q6o7+JBw+8wVudO8m1KfTG/MzJHse15WcyK3v8cYkdbaEulnW+xRudbzPGWUSZs4D52fMpd5S/rzuvYS3Ept4NrOp5i55oP0FVZ0n+mZyZu5BMS+ZxX7c/5ufZlpWs6dnBOfnzWFowA+cxGrYjgWEYbGhr4c2Gev65dRPdoRBnllUwt6iUi8eNZ0zWyHlVbWlqozInE4/95D6zQCAQHA+jqV03UNczlg4vmKx4TQgmguQQgolAIDgm+/btY+zYsWzdupXJkye/63gkEiESiQzue71eysrKxEvoODEMg75gmLqOHva0drGvrZt97d0caO/GZjPT3OsFwGJSOGdSDTaziUmlBUwqyWd8Ud6IeqPohsG6lmbeqK/noR2bmZCTxxXjazm/eiwe68nNCNIU6OLhxmW82LoO3dApsMs4THYuLjqDpflzyLCk/tvTDZ2d3l283bOK9b3rGOcqYYxzLNMz51DmqHpfiCdhLcBu3xbW965kp3cTxfZJ5FoKmJe9kLHu4/cmATgYaOL51uVohsLUzAksyp2CIp3c4Mn7ert5uW4f/9q+mSafl/lFZcwqLOGycRMYn3PqM/AIBALBySQUiQ1r4/V6KRxlaYXPXPL9YQWTN5fdOSqeSXDqEYKJQCA4Krquc9lll9HX18eKFSuOaHPHHXdw5513vqu8rrGVjIwMJAlkSSLez5KQZQkJkCQJSZKQpfh2e4+PmKbH0wcnUgkryqFUxPEyCUWRUVWNXn8Yi0nBnFgsJuU9n/KypdfLnrYudrd2srulk6im8frOA4PHawpyQIZpZUVMKy9iWlkRlbmZmEYgo09U03iz4SArGut5bO8Ozigt54pxE1lcXoXlJGYQ6osGeL1jPU80v0hP1Eu+NZOI3suc7OkszT+DSRnjjsvrJKJF2OXbyua+NfjVLvpiTdS6ZzHRM4sK50RsimMEnubkYxgGPdFG6gM72dy3koOB7ZQ5p+FQcpietYBxrimY5OMX4aJ6jLU969jStxOwclHRYiqdpel7gCToCPp5pX4//96xhW1d7ZxRUkF1RjaXj61lRkHR+0IIe6+j6fFMbIZhoBsk1saQsvjaMOLCb1TV4uV6vAlsGAbGwNoAiK+NxDoa05Ck+PH4UQazsL2zGa0bBqqqD+7Hr3yId7W6DYOYppMMkhSvS1K2skQ0pg5vSPwdHVWTu66aZF0VWSaS5P0VWSIcTc7WbFKS6uQDWM0m/OHI8IbEByGC4eSuC/E6h6LJ2wPYLCZ8wWjS9hLxd20qpPIcY0tzuesfrwxrp0XDbP77t0aFuDAomJyVhGDyhhBMBMkhBBOBQHBUbr75Zp5//nlWrFhBaemROzlH8zCZ/amfoVhsiQbooYbq0RhXmseeps6k6lVTnMO+lu53lSuyjMUcF09MiozFbMLjstHR68dmMWGzmOKphS3mxL4ZNdEYcdosOO0WHFYLTpslnmLYZmbW2FLKC05N0NNk6A2E2N7czo7mDtr6fbywbQ99iaCzOS47IVVlelkRMytKmFlRzOSSQlw2S1rr4ItGePHAXta2NvNKwz4uGjOOq8ZNYkb+yeuMqrrGqu7NbOnbxhtdKwEodxRgEGBR7iIW5Swi35Z/nNeOcTCwk52+9bSFdtAS2sfkjPnkWQsoc0yhyD4em3LypycdD4Zh4I210hraQnt4Dzv61+JTuyhxTCXbMp4JnrmUOyegSCfmqdQUbGBV93KaQn1MyZjMwpx5OEwnT2QKxKK83niAh/dsYUVLPdNyCqly53B5TS1nlFZgkkWcmlQxDIOYqhGKqoSjMUKRGKHEOhLVCIQj8RTvMY1ITCWqxtcxVUPVdHzBSDxFvKYRS6xVTSemHtqO72uU5WWyu6EDLZF6fmgKen1gbRhoWnzbbjXhDyXfES3K8dDa7U3aPsfjoNsbTMo2L8NJZ38g6WvPqClh477m5GzHlrBxb3K2M8eWsCFJ22nVxWze35KUrd1qTkqwGF+Wx+7G5N7pU6oK2VrXlpTt1OoituxvTco2lc9rclUh25KsA0BVUTZ1rT1J2x/PPUyKnLRANVivwmzq2pKr19IZNby2cd+wdqNRMDnrzO8NK5i88eYPRsUzCU49QjARCARH5JZbbuHJJ5/kjTfeoKqqKunzkpnremjEj0FBpbnLSzASTTSAdVQt0UAe2NeNwe2oqnGwrYdYTCOqasRUbbChPrAdSywRTaOhvZdwVD2iYGM1m445CnbHDedz2cJJST//qcYwDBp6+tnc0MqBzh5e3bWP/R3xxpPHbiUQizGhMI+5VaXMqSxlRnkxGWmMpdDq9/Hkvp1s7mplW087V9ZM5MqaSVR5Tp7o1BBs5rX2FXREmtjp2wbAlIwp3DbutrRcvy/aSVNoB/X+tTQGt5JlcqIZYcqcM8i2FJNjG0uWpRKrcmobYYahE1Tb6I/upztSR0d4G12hHfh1GbPsoMg+hQL7HCpd0/GYj09MOhIvtj1FX6yXBTlnUWavPImimc6qtoM8un87LzbspcaTQ7bFyZU1Ezm/vAaHOb1C4WjDMAwCoSj9wTDeYBhvIIw3GInvB8KEoyrd/QH84SiBcJRAKEIgHKU4J4MNe5sIRWNouoEkgc1ixm4xY7fGhefqohzae31YTHFRekC4tphNWM0KNosZXTcwKTLmhKA9sAzdNysJsdukoGo6sjzgZSghy3J8X4p7Gg6WSRK6YSQ8GQ95LcqyNFh2yNMxXqZq+qDXo5SwH/B8BN5VFtN0Bn7FAz/ngeMMOS/+Occ9Xobyzn8CQ+01TSfZhviAWJRuW8MwkrZVU/B4iKnJdfZ1w0hJGIgl6Q0jy1LSXi6yJCXtvQOp13mgPsl60gBg6MTU1LppqTxzeUEWCyZWDGs3GqfknHVGEoLJCiGYCJJDCCYCgeAwDMPg1ltv5fHHH2fZsmWMHTs2pfNP1+BgA6Oj4agaX2LxUdK61h6CkSiBcIxgoqMQjEQJhmMEwlE+dt4sZo07uVMI0k1fMMTGhhZ2tXby8q797GrrGHQLrynMwWxSWFBVxoIx5UwvLcZlPfGOpWEY7Ojp4PF9O1jdUY8syVxZPYkPVE4g1z58tqV0ENWjbOzdyIquFSzOW8zs7Nkjch9ftIOOyC76o420h9bTHdmLx+QmqvWTY6vFZcrEaSrBY6nArmRiM+VhkbMxyY4TEhN0I0pM6yeidRHWOgir7UR0P32RXQRijUhSJm2hdVhkD3mOs7Aq2eTZJpJjm4zbXJDGT+DUYRgG23raeOzANp6u30GFMxtNN7hizMn9rZ1KIjGVrv4Anf1+OvsDdPYH6A+EaOvx0eML0eML0usP0esPMn1MMY0dfXgcNjwOKxlOG26HjQynjUynHYtZwWmz4LJZcdrj3nZ2qwmr2YzdmvDMM5vENCaB4H3E6dquOxIDdV288LvDCibLV/5wVDyT4NQjBBOBQHAYn//85/n3v//Nk08+yfjx4wfLMzIysNvtw54/ml6s71f6Q2HW1zeztq6JFQfr2dsRn940oTCPvV3dTC8tYmFVOWdUVzCpqOCEpy9ous7KtnqeOrCDZW37mJhVwOVVkzivdBxuy8kNFnsyMAyDkNqDN3YQf6wFX2wfgVgLFtlMd2gVUb2XHOs0+iPbMCuZZFnHEtV6UWQ7blMZUa0DJAWbUkhYbcFARcJKTO9C1YNoRhCwEFTrAXBZphLSWrEpBWRYZyJJZpzmMpymMbgtldiUnPdcB/egr4en6rfxVMN2TChEYjpXVE3issqJVHlyTnX10oo/FKGpu5/Wbi9NXf209vpo6/XR1uMl2+1g+8E28jJc5GU44+tMJwWZLpw2K9luB1kuO9luBxkuG+aTGF9IIBC8NxhN7bpBwWTBd4YXTFbdNSqeSXDqEYKJQCA4jKN1rP72t7/xiU98YtjzR9OLVRCnw+dn9cEmdrd38sTWHXT6g5hlGckkYVFMLKgsY+m4McwtL6U0M+OE7hVUo7zSuJeXm/byRsd+ziqs4pLyiSwpqsZmMqfpiU5vdCNGWO0ipvcT1fvQ9ACq7kczQshIaLoPAx1FsqMZISTJhCxZkTGjyA4UyYFJdmNWMrHImZjkDBT5vT/dpD3k5bmm7TzTuJ3WYD+GbuKSsolcWjaRqTnFo1oU8ocjNHT2Ud/RS31HLx39AXY3dtDR58duNVOam0FtaT42i5nCLDdF2R6KstzkZTixjGBmLIFAIBhN7bqBui6ZN7xgsmy1EEwEySEEE4FAkFZG04tV8G4Mw2BPRzdrG5p4ac8+1jc0oxk6NpuZQDTGmOwslo4fw7yyUuaVlWE3H7/I0RMJ8kLjLla2H2RV1z6WFo3jkrKJLCwYg+UEMrMI3jt0h3281LqTF5q3s623Gafi5MyCGj5QNok5uZWjLnhrMBLjQHsXe1q6OdDWzYG2Hhq7+ijMdOOwmqnIz6IiL4vyvAxKcjIpyHShjLJnFAgE7y1GU7tuUDCZ++3hBZM1PxoVzyQ49QjBRCAQpJXR9GIVDE8gGmVtQxOv7jvAGwcOEtN1OkJ+APJdTqpzs1kyZgyLKyupzs4+7lH+tqCX55t2sLmnibe797G0aAIXlkxifm4VFkWIJ+8neiI+Xm/fyUut21jffZAiaz6TMou5sGQSC/KqsY6C34NhGHR4A+xobGNXcyd7Wrqo6+jBrCjMrSklw2GnujCH6oJsSnIzxFQZgUBw2jKa2nWDgsmcJASTtUIwESSHEEwEAkFaGU0vVkFqGIbB/u4eXj9wgOV1B1ENnbUt8ZSN1dnZBLQYSyqrWFJZyfyysuOOT9Ic6OXFlh3s9rbwVtcezswfxzmFtSzKG4fd9N6fevJ+pD3cy4rOXbzSupnNffXUusdQaM/kvKLJzM+pxnaaf+8d/X62NbVzoKOHtXsaaev3ke9xUVuaz/iiPMYW5VCVn43ZJIQRgUAwuhhN7bqBup496/ZhBZPX1/9kVDyT4NQjBBOBQJBWRtOLVXBi9IdCrGhoYPnBg3SFgiyrrwNgYl4eu/u6mFNUwtLKMSwoK2diTt5xeZ+0BPt4rX0H2/oaebt7O7Oyqzm3cDJzc8aSYxW/r9GKYRgcCDSzpnsPr7VvZq+vmVlZE8m2ejg7fzKzc2pO22lZgUiU7c3tbGlso63Xx/oDzeR7nEwuK2RSaQG1xXkUZrpHdUwVgUAgGGA0tesGBZOZt2NSjiGYaGFe3yAEE0FyCMFEIBCkldH0YhWkD03X2drRzut1ddT19/L0vl0ATMjNZWdvJ/kOJ4vLq7jzjKU4zMfnLdAT8bOicyf7/E281LqGCmcB5xRMY2pWFWPd5SiSiPVwOhPSwmzr38NubyMvtq2hK9rH3KzpFNhyWJQ7iUkZlZjk08sDwzAMmnr62djYyuaGVvqDITr6A0wqKWBqeSFTSgspyfIIcSQNGIaBphtomo6uG+i6jpZY67oxuK1piTLDwDAMdD1+7sD+YWW6jqrpiTTqBoZBwiax5tC+LENM1RnIuW4YYAypW3wDjESpLEvEYtqg7eBzcGhnaLksScRULenPw6TIRGPJ2+uGgaEn16S3mBXCUTUpW7NZIRJJxtYgqR6FAZqhD2uW6vMPfKfJYLOaCIZiSdsGQtGk62G3mggkee0BdN047HczHFaziWA4uTplehxcds6U5OtyhM/Q6/VSWJA3Ktp1A23QpTO+Oaxg8trGn46KZxKcek7P4RuBQDDq+e49T1FUmEdHtw/DAEkCCUCSEtsSHrcNnz+MJEnIsowsE19LEpIkocgSOVlOer1BTIqCokgosoyixBdTYm2zmjEMA7NJwWRSEmsZc2LbZjUhyzIWs4LVYsJiMR3aNpswmxXsVjOKIjrcx4siy0wvLGJ6YREA3/KfxbL6Onb2dHDQ10tHMMCKxnrsJ5AJJ9vq4rLSOcAcvjD2A2zs3cceXx0/2/kAIS3MuQWzqXIVMTWzljxrdpqeTHC86IZOY7CJbf07qAs08mbXVgx0FuTM5vKSxczPmUSJPf+0Ehs0XWdPexdrDzaxsaGF1n4/00oKKc3ycMXMiYwvzMPyHp1WE1M1QuEYoXA0vo7ECIVjRGIqgWCESFQdXMKR+NpmVejsDhCNqcRUjWhMIxbTiKrxtdVsorc/gKYZqJqGquloalzEUDUNVdXRdB1V1TGZFMKR4Tua0yeWsmlHU1LPNHlsEdv2tCRlO2V8MVt3J2ebaj0AcrOcdPUGkravKsuhrrE7aXu304ovEEnKNpW6TxxbyI69bcPaSRJJCSZWi0IkOrwQUpSXQWtnfzJVBMBuMxMKJydUpPL8qf4uUrWHuCgVS0EcGluZz96DHUnZVpbmcO9fX0upPu9EjYVP6PxTQlwNPfZxgSBJhIeJQCBIK0fzMHnnqB6GER9VSYwqDl3HRxfjI4bxxrWGputomo6qxUcgB/Y1TR9sqKtqfDumHr5tNsn09IeIRmNEohrRqEokphKNaUSiKoZh0OcNoeuHj3opiozdaiY3x4WmGzjtlvjisOK0W8j0OLBYFNxOG26nFY/ThstpxWm3IsunTyfwVBNWVda2NtEfCfOBmglpv75hGDSFOtjp3cu6ns3s8O5lZtY4siwuaj3jmeAeT6YlM+33FRyOYRh0RVvZ59vHNu8W9vh2oBseDGCKZzK1GZOYmjEBh8l+qqs6SERV2dLcxtr6ZjY3tRKMxphTXkx1Xi4zy4spynCf6iomjWEYhCMqfb4g/b4wvd4gvkAYbyCMzx8Z3I5FVLr7gwRDUfzBCIFQFJMs0XmUzvz0CSVs2tl8xGMzJpaxY18rFnNcrLaYFMzm+GIxKWR5HARD0UFxe3BtUjAN3U+UGYaBosjIclwwjwvp8XV8X8LlsBIMRZFkaVBcl+XEWpKQ5Lg3hyxJg94RA3+PpSGCPRKJcwBJwmxSiCa8LgY1vIQ9JM5JHJMk6YgeEO/U/t4pBupJeoAAKIqUUic6/j5NztZsTk6cGrBNxsNkwMsnGZL5HBRFSs3DRD+yd8SRsNvMBILJiUt2mwV/IHnBwG634E9SuBrA0A30FHrwNquZYJJeL9kZDu57cHlK9XknaizMmqe+Oyq8MQY9TKZ8A5Ny9Dhqqhbhta0/GxXPJDj1CMFEIBCklffSlBxV1QhFYgSCUQKhKMFwlEAwSjAU72Somk5Htw9fIIwvEMEfiOANhMnNdrK/sRtJBo/TRqbbTobbTmGuB5vVTHaGg+wMJ1kZ9vja48AkvFvSRkxXOeA/wA7vTnb6dmGTDbxqFzWu8UxwT6TCOYZcS+Fp5dkwGtEMlbZwHY2BXXRGutjQtwqf2k+1czZm2cF490TGuSdSYCs41VUdJBiNsbG5hV1tnaw80AASTCn6/+39eXycdb3//z9nX7LvS5u0pewUKLIUxAWlh1KBr3hcQFERFTiyCVWQejtlVSquVeGAej5HOLcfiOKxuJwDHESBg6wFq6BSSulKm6TZk5nMdl3X749Jhk7WyTJzzWQed25zS+aaK5NXMh0yeeb1fr0bdULLAi1vaVSpb2aDirMpnjC0v2dQnT0h9Q6E1dbZr66+sLp7Q+ruC6ss6NPm1/aop39IsXjyF9vm+nLtbe9Pu59gwKvyEr8W1FXIMEwFRwLggE+lJT75vW4F/B4F/N7kW59HAb9Hfp9HPo9bPu/Yi3uedtsA80k0w3BMmj9Lck5fdt2Ugcnjr36zIL4m2I/ABMCcmk+ByWwZpqmBwYh6B4bUNxhRb39YXcO/5PT0h9XdF5bX69arb+yVYVoqL/WrrrJUixZUqyTgVUN1meprytRQXaa66lIF/fm9U0i+iplR7Qht0xuDWzSY2K+/9v6fPA6Pjq08SdXeSjUHDlWz/2AFPcX973UylmVpIL5P+6Nvanf479o39JoMefXG4D9U7W3SwWUrVONt1UGlR6jW25R3YZRpWbr0wV/L7XRq+YImrWhdqCMb6uR127sy2bIs9QwMad/+Pu3vGdSejj61d/WrvXtAA6Gotu/uUu/AUOr84w5boD+/tkcBn0c1lSWqrgjqsEUNiicMVZYFVFkeUGVZQFXlQZUGk11vZSU+lZb4CWUBzEghva5LBSZHXTt1YPK3bxXE1wT7EZgAmFOF9IM1n1iWpf7BiDp7Q+roHlB71wGX7gGVBn3625v7VFdVqqbaCjXVlqu1uUr1VaVaUF+pptpytizNkGkZao/sUdvQm9odfkV7h7aq1O1X1GhTnW+pFgaPUo2vUVXepSrzNMpRZMNkE0ZE/fEd6ou9od7oVg0khrRt8E+KmYOqC7xDhnxq9B+m5sCRaggcplJ3pd0lZ8S0LDltCHLiCUN7O/u0u71Xb+3v056OXu3p6FM4HNU/trenhm8es7RJf9vWptqqEjXWlKuhulR1lWWqry5VbVWp6qpKVVMZVE1FCeEpgJwppNd1qcDkyC9PHZj8/dsF8TXBfgx9BYA84HA4VDG8dGdpS+245ximqc7ekPbt79e+zj61dw/o5df26K2OPrV19evIgxoUisS1sL5SrQ2VWrKgRk215VpYX0mYcgCnw6WmwCI1BRbpuOr3SZKiRlid0TfVEXlDkUSHXu56WL2xnar2tirgNFTuXaxyz2JVeRcr6GlS0NMij7PU5q9k5izLUszo1FBih4biOxUxurQ/8qoGY9sVSuyR4aiXy+FVhfcQVftP0ILSU1TnO0xlnvzrHslUNsMS0zS1vzek7h5V9gAAXoBJREFUne092rGvW70DQ3pl217tbu/Vvs5+Hb20SX/ZuldOh0MN1WVaUFehI5Y06qSjFqmptlzNdRXJTrKqUjpBAGC2kkPzJr8dyBCBCQAUCJfTqYbq5BKd5YctGHN7OBLTnvZe7Wrv1e72Hr20ZY/+/Ns92tPRq9KATycc2aKAz6slTdVa3FStxY3VqizLnwGcdvK5gloQXKYFwWXDRy6RaSXUH9ujwfib6o/tUH9suwajz6s39ooSZr+aAu+UZXbK514gv7tZJe46eVz18rjq5XXVy+OsktNZkfMOFcsyZJi9MsxOJYxuxYy3FDf2KZ7Yr1Bij6LGbsUSe+RyH63+6KvyuxeqxHesSjytagiepjLvUpV4lsjnqshp3YXANC3t7erTm/u61dbVr1e3t2n7vm7t6uhRNBJXwjDlcjp04uGtcjkcetexB6m1oVKLGqrUWFuhZjrBACDrHIYlxySDdB0GgQkyR2ACAPNE0O/VoYvqdeii+jG39Q4MaWd7j97c26nt+7r1h5e3KmoY2r6vW4sbq3X00ibVV5VqaVONljbXqKosaMNXkF+cDrcqfYtV6Vs85raY0aehxC7FEnsUSexVJLFPA9HnFTc6FDM6VOZuVTT2tCSX3I5qBdzlcjrL5HSUy+c5WA5rQA5HUE5HUE5nrWRFJIdbDnnkcAYk64AhfQ63ZA7KUlyy4rLklWm2ybSGZJlhWY6g4oktMs1+mVavIqYp00pux+n1vlsRY588ria5nQ0Keo9Qlfuf5HW3yOtqkc/dLKdj5ls9z1eWZamjL6Q393Vp6579emNfl9q6B/Tqtn2KDA9WPf7gBYrGElrSXK33v+NgHdRYrdaGKjq6AMBudJhgDhGYAEARqCxLDoM89uDmtOPhSEw72rq1e3+v/rGrQ0+/sl3b9nYpEPSotrxEBzfX6ojWei1qqNLSphoFfcxOkCSvq0Je19GS7+hxb7csU6bZp4TZrYTRJVm9Ms0+mVa/HJYpmR2yrLBMs1uy4jKMtyTFZVkJuZ2VMs3O1H05XY2yzG7J4ZHkltO5QJaVkNNRIYenSQ5nnbze45LdLM4KOZyVcjnr5HLVyOmgg2gqoUhUb+zr0ta9ndry1n7tbOvRa3s61B+O6vilC/Targ4tba7VQY3Veu+yg7SkqVoHNdWooaq0YJcnAcC8ZlqSY5JQZBpbfAMEJgBQxIJ+r45c3KgjFzdq1YmHp44PDEW1bW+ntr7VqV37e/Vfz7yiN/Z1qbLEr0Nb6rS0sUaHNtfp0AV1WlBTLpeTuQsHcjiccrmq5HJVyedZanc5UHIG0O6uPm3d16ndnb366459en1vpwaGouofiMjjcumgxmodu7hJJx/eqoOba3VIc60aq8oIRorIyF4II3+ATtsbYfjdhGHKNM1xPnj8+zQtU4n4OOdPIhZPZPzvzjRNGdNYYmAZ5rjbx05YS8xQJqVYlmQYmX2d8Xhm9ylZ0/remZaVcQ2SQ4m4kfF9xxOZn+t0StFIIuPzHU6H4rHM7/8dxy9SVXVmc7Ti0/gax/veDQ3FMv74vEGHCeYQgQkAYIyygE/Lly7Q8qVvz0qxLEv7ugf0+r792rq3U49ufl0Pvfg3vfTmW1rSUK2TD2lVTXlQhzbV6uDGGlWVsqwH9ugaDGtrW6e2d/Tob3vatbWtU+U+n557fZck6eDGGi2oLNeZxx2mQ4b/vS5uqJLHVbxLaaLRuOJxQ7FYYvgy8n5ckaG44glTibiheDyheNxUIpF83zQsDQ3FlDBMGYapRMKUkTBS75eU+rS/o1+mmfxF1jBMmaY1fDFlGsPHTVNej1uDAxGZpiXLssa8tUxLpmWpvr5cu3d3J49ZlmQl//9kSanzLElLl9brH//Ym/wCrXHCEFmpkKO0zK+e7lBG36tjlrfqr5t3Zfy9PWhpvd7c1pHx+ZJUXVOq7q7BjM49+NAGvfF6e8b3vezohXr1lT0Zn+/zuRWNTv3L/3Tu1+NxZfSL/OGHN+m11/ZldJ+SdOihjXr99baMzq2qLsn4MS8p8SkUimZcxzHHtuqvf8n830hTU4X27evL+PxcSiQidpcwfZYpjRdqHng7kCG2FQYwpwpp+znMjaFYXNvaurRjf7de2dWurfs6Jaf05v5uHdJYq0Mba3VkS4Naayq1tKFGQS8zMzA3BiNRbdvfrdfbOrW1o1NvtHepvWdQOzp7JEknL2mRYZg6pKlWyxY0aFFtlQ5uqlGpf+LtJgtFImFoYCCigcGIwqGYQqGoQuGoQqGojISh7u6QhoZiGgrHkm+H4qqoCGj7m/sVicQVicYVjcQVjSZkGKYWL67VW3t75PW65fO65R2+LFhYpc79A/J4XPJ4XHK7XWnvB4M+xeMJudxOuV0uuVxOud1OudxOuVxOlZT4NBSOyelKXnc6HXI6HXI5nXK6HMPHksdHGg4cDoccToecE7x1KDmA1+GQ5HDI4ZAcckgODd9P8n2Hw6FEwkh1aqTOk5R6M3yekTBTDSIHdj68XdUBHyMpkZjgF65xuiacTodiscy7DSTJSCSDpUw4XQ7FMgg03j7fqchQfOoThyUy7KzweFwaCmfWjZBIGJOM5Hybz+vW4DSCCo/blXFHhMvl1FAks++Dy+WYVsdIaalPPT2ZhTGS5Pd7NDCQ+df58H9vzvjc2UokInrymVsL4nXdyGvQlYuukNs5ybbCZlS/33lHQXxNsB+BCYA5RWACKfmX3Pa+Qb3R3qXX93Vqb1+/Nu/ap+0dXWqurdDCqgotra/WoU11aq2u1NK6apXNg19ikR19kYje3N+tNzq79eb+bnUOhLRp51va1zegw+prtaerTwfX1+jg+hota65Xa3WVDm2sUW1ZSd4vp7EsS5FIXL19YfX2htXbN6ShcFQd+wfUPzCk/v6I+geGFI8Zam/vVXj4F1KXy6lDD25Qb29YwaBPJUGfSkp8CpZ4VV1dIpmW/AGvAgGvgsHk24DPI4/PLZ/PLb/fI5/PI5/PLTdDaoGCMp1f32a7JKe/v1+NjXUF8bouFZi0XjZ1YLLr3wria4L9WJIDAJhzDodDjZVlaqws07sOW5w6njAM7enp1xsdXdrW0a0XduzRPc++rO2d3Tp+yQJFE4YOqq3WkY11aqwo05KaKi2oYEZKMTBMU/v6B7S9u0fbu3vU3j+oV/a2682ublUHAtrS1qmg16OltdU6qXWhLjjpWB1cX6OltdVaUFkhpzO/ghHDMNXdO6iurpC6ekLq6h5Ud3dIXV0D6ukNq6cnpEg0oebGCu3fP6DKiqAqKoKqrAiooaFCwaBPjY0VKi8LqLzcr7JSv0pKfQoGfHn3tQLIrekEwV7v7H7di8cLcNg7M0wwhwhMAGTFly/5qbze5A4do38ulZX5tWdXV7LteqSlWsMvAIbboyPDLbVOp2P4vPSW7OaFVXpza7ucTqdcLkeypXvkrdMhp8up5oVV2r2jUy53sk081Srucsrpcqq+qVJte3uTreUel9xu5/Bbl0pKfQoNROXxuuT1uuXxuuTxuIeve2RYpnw+t7zDf6H1+Tzy+tzJz+Fxye/3pP666w8k33e5HPJ4ivt/u26XS4trq7S4tkorj3z7uGlaequvT9u7evVmZ7f29Q/qt3/bou3d3VpcU6WuyJAWV1VqWVO9akpKtKiqUq2VFWoqKyNMKSCmZal9cFC7+nq1o7dXbYODeq19v3b09GhnT69chlORREINZaV6V2urDqqp0srDlmppTbUOqqlWY3l+7EwTjxva3z2g/Z0Dat8/oM6uAe3vGpQsS1teb5NlWXI4HDpkaYMMw1R1VYlqqkp08EH1OuG4xaquKlFVVVABfwH+IgIA+c60NOEU5tTtQGaK+5U7gKz59o8vmrDNMRZLpIbyybKG/xBgDQcryR9igwPJIWMjQ/4sM30AYDQSUzSSSA4SHB4caB741rSUiBsaHIzIPHAYoWHKGB5K6HK75HQ5lYgbSiQMJeKGopGEQomoIkMxte3tVTyWHGwYG34bjyXk9XnU2zv+2uTG5mQIMx6X2yWn06FgiU+BoFeBgEdev1f+gDfZSl+abKmvrimVaVoqLfOrrMyvkuG/LPv9HpWV+1VaFlAw6M2LXxznitPpUEtVpVqqKvWegxen3dYfiWhnT6+2d/eqMxzSi3v26JevvqrygE/P7t6tBeXlWtHaIqfLoZbyci0qr1RjeZkWlJWrNhCcV9+nfGdZlvpjUb012K+3+vu0q79fu/v7ZBimnn9rj3b19emo2nr9ee8+1QSDOrS6Rk3BMp19+OFaXFmpJZWVWlRdpRKvfUGCZVnqH4yofX+/OjoH1Ns/pJ17utS+v1/9gxFVlQXU1z+k2ppSNdaVq6aqVItaanTC8uEgpCIol4sQDwBsY1qSJhnsSmCCaSAwAZBzmbSHlpT6c1DJzIzMHIhFE4pG09/294YVHoopEo4pEolrKBxTJJIcuNjfG1Y4nBzCGA5FFY3G1bazS0PhaFoXziGHNWrrlvQp/8ccl74rg9Pl0PEnHqTdu7pUVh5QRUVQ5RUBlVUGFCzxqbIy2d5fVh5QaalflVVBVVYG5fd75Cywjoxyv19HNzXq6KbGMbf1RSLa2durfYMD2tbTrZ29vXq9q1MvdezT3oEBySEdWletMq9PTaVlOrS6VkGPR40lpWoIlqo+WKLaQIk8TmY4TMUwTXVHh7R/KKT28IDaw4MaiEe1radbe0MD6ggPam/fgPpjycGFy6oaFI4ntLCsXMvrm/TPhx+pRRWVaimv0KKKSpX58nNmTXgopg3//gc11JWpsa5cTXUVOnxpg+pry1RW6ieAA4B8x5IczCECEwCYJofDkRygGJibv4KbpqWh4d0tQoNR9faGNdA3pMHBiEKDkWS3jcOhsvKABgaGNNAf0eDAkGIxQ237+tQ2vBWhJcnpcabtrFBTV6bOzoHUda8v2aVSVVWi6uoSXXvd2ckBkQWqwu/XMY2NOkZjwxTTstQZDmnPQJ/2hQa1LzSgcCKmv3btU1toUG2hfvUZEYXjMVX7gzqlqVU9sbBq/SWq8Qe1sKxcAbdHVb6AqrwBVfoCqvD6VekNyO8u7J1+TMtSKBFVXyyi/viQ+mNRdUdD6o0NqT82pI6hIXVHwuqOhlXi8mlTx1vqjoZlWpaOrVqgv3d3qCFYqmXVDXLKqUMqa/SeBYvVFCxXc2mZFpSWqzZQImcBhgslQZ9uvOYsu8sAAMyUaWryDhO2FUbmCEwAwGZOp2N42Y1fasj840zTUmgwov7+IfX3DamvL6yurkH19Q2przesvr6wevvCKiv3q7cnLMM01d8fUVfnoLo6ByVJXu/87axwOhyqLylVfUnphOdYlqXeaEQdQ4PqioTVPjSgrkhY+yMh7R7s1a7BXvVEw3I5Hdo6sF8D8WT3xMkNrdo22KFSt09lHp+WlFVryIgo6PYq4PIq4PaowV+qmJWQz+mW1+WW1+lWmdsnU5bcTqdcDqfcDpd8LpdMy0rO51FyTo9LTpkyZWl4Sdrwf3HTVMI0ZFimEpYhhxzqj0cVMxOKmXFFjYS8To/ahvo1ZMQUMeJyyqm94QGFElENJqIKxaM6qKxeL3e+lfo+HF25QPvCA6r0+lXlDarMXaJqX1CtpVVqCpbpA61HqM5forpAqWp8AVX4AnRaAADyEx0mmEMEJgBQoJzOZNdJWXlACxZOfb5hmOruHlRPd0g9PSH19IRVUpKfyyJyxeFwqMofUJU/kNH5hmlqIB5VbyysgURUg/GoBuJRRY24+uJhDRkxhRMxDRlxDSai6oj0K2omFDXjihkJ1QfKtCPUqYRpKGEZSpimDiqr0daBtrfDEctSU6BSe4e65HQ45ExOQlaZ269wIia3wymX0yW3w6WWYI06ooPyOF3yOT3yOt1q9lfJsExVeAJqDFSozOXXMVVulbp9KvH4km9dPpV6/Cr3+FXhDcjn4uUAAGCeIDDBHOIVEgAUCZfLqbq6ctXVjT+MF1NzOZ2q9CWX5wAAgPxjGYYsy5j4dnPi24DRCEwAAAAAAPODZU2+Ew4dJpgGAhMAAAAAwPxgWUqOwp/sdiAzBCYAAAAAgPnBNCXHJDvhWOySg8wRmADIiqd/97KCgbe3q3U4HDISU68ZdbldikXjqR043n4rScn33V6XErGEJIccjuFzHJLT6Uye50ged7lcMgxDDodDDodDTqdDDqdTDufI+8kdSRzO5O0avu50OZMXp0NOp1NOlyP1vsvtktPtlMuVfN81/L7D6ZTb45TL5ZLL40reP7uIAAAwK5ZlyTSm9wuuMc3zp3P/Xr9HTqdzWvefqUzrnk690znXGmcZSyQUzfjj84VlGLIck8wwmWS+CTAagQmArIjHDCXcxtuBh9Mx7guB0aGCU5YsM7lbiKRU26RlWakOSiPuUjQSSx2zhqehW1byh72l5Ptev0fh/qHkecP3aZmWTDN5vmkeeNyUaUqJeEKmYaZuMwxTpmHK7XVpaCAiwzBlJEwZCSPt/aq6crXt7JRhmErEDZmmqfqF1Wrb2Zn6Oq3hL2Dx4c3a8dpeudwuebxuudxOuT0uNS6qVW/noNwelzw+j5xOR/J9r1tuj0ullSUyEoY8Xre8Po/Kq0tkGKa8fo98fq98AY+8fo8CpX55vG75g14FSnzy+ZNvPT43IQ6Qh0Z+IYzHDCXiCcWicSWG34/HDCUSCcUjCSViCSUShoy4oXjcUCKWSP4/yDBkJEy53E6FByIyEqbM4WNur1uh/iEZCUNmwpRhmjITpgKlPvV1Dso0k/+PM4yR/w9a8vrdCvUNybTM5P9Th/+/6fa4FAlHU//ftUxrzNuG1lq99Wb7cEe8Ner/0yP/L7fUvKRee7a1p/7/nfw+vP39GOmmbz28Sdtf3ZN++4Gt9sMHK2rK1N3el/Y9Tf8ep3/PDzpqobb+Zee0Hqf6hdVq29WV8flev0dDg5FpfQ5JqqgpVU9Hf8bnV9WXq6utb+oThx1+/BL9/YVtGZ3b2Fqrvds7Mjp30eHN2v63PVOe19Baq3079md0n5JUVlWigZ5QxudL0hEnLtU/Xszsa5Sk6sYKdWf4PXQ4Hcr0J6k52RyNApEwY3aXMH0sycEcIjABkBXv++cTVV7ObizjGfnlKBE3lEgYSsQMGQlD8VgieSyeUCw6/P7wsXg8oUTMUHQopngsoXg0IafLqYG+IfV2DioWiSkyFFcsElNpRVB73uxQJBxTJBRVeXWJdm7Zp3g0IcuydNCyFnW19SpQ4lNNQ4USCVP+oDd1KakIyu12yRfwyh/wqrQyKKfTMXy7T76AR4ESn7w+j/xBr7x+j/xBn1yu7PzFDcgWI2FoKBRVdCiu6FBM0aGYYtG4IuGYopG4TMNUeGBI8VhCDqdDob7h9x0OhfqT71umpaHBiOLRuOLx5PPY6XIq1BdO3m5ZioRiqee22+PSQE9o+DlvqGlxnbb/bU/aL/jNB9Vr75tv/5K67OSD9eozW9Nqr1tQpf1v9aQdO/qUQ/TKs+nnLTlqgbb/7a1U55zL7ZTT6dQhy1v15qt7kseGO+kcw2+rG8rVu79fDkd6R54v4FUsEk918h3YSed0OiVHMnROxAxpuPvP4UhugS6HM60j0ONzKzCyrbnjgG5CHdBV6HAoWOpXVX1F6utJZb4HhL8Oh1RaEZTHO8HL2nGC4oraMjUfVD/++RMory6Vcxr/n3N73IoOTf+XzUCpX/5g5lu+l1YG5fF5Mj6/vKpUjYtqMzq3uqFCpplZh0JFbZkaF9VNeV5VQ3nG9ylJwVK//EFvxudLUkm5X9UNFVOfOKysqiTjToy+rsFp1QIbmJbkIDDB3CAwATCuO++8U9/61rfU1tamY489Vj/84Q910kkn2V3WvOBwOIaX87iU+UviuWFZlobCUUXDsVSgEhqMpK4PhaOKDcUVDkUVjcTU3xNSz/5+7d/bq8hQTJFwVJFwTDWNFXrzb28pEo7KF/Cp460eHXTUAu1+o01en1eLj2hSZ1uf/MNdLyVlATmdTvkCHjW21ijUH0kFNL7hwKW0MiCnwyl/SfKYz++Vv8Qrrzd5Hx6fSz6/V16fO2vt0Mg/8VhC4YFI2r+/6FDs7bdDsdS/3+hQTG6vW537ehUJx5RIGBrsDSs6FFN1Q7m2vbpHNY2V2vbKruTtcUNHnXSQ/vbCm6nPt2zFUr36fPIv0wcfvVBv/GWXJOmokw7Sm3/fK4/HpfqF1ervCcnjcytYFpBlGMOdYG55fG6VVgRVUh6Q2+OW2+uWe7iLLNU95nDINXw9WOqXaZrJc4c7yrw+t5wuZ+r+PN5kd5jH65bL45LH40oGHR6XXK7kfbtcLjmcyV/Sk8sGk0sGHU5Hctkg3WVA3svHJTn9/f1qaL434/vIC5YlabIZJjMLTKb72vjBBx/UunXrtGPHDh1yyCG6/fbb9YEPfGBGnxv2ITABMMbPf/5zrVmzRnfffbdWrFihDRs2aNWqVdqyZYvq66f3FznkF4fDoWCJX8ES/5zft2EYikUSikaSf6GPRZMdL6nrkbiiQ3GZlqWBnlDyF92huHr2Dygy1CV/0Ku23d1yuZ3qau9XdCimxtZabfnLLsUicVkOhwZ6w5KkY09eqtdf2ZMKZLw+j/yBZLdLoMQrt8uVDF0CyaVKyVDGK1/Aq/KqEjkckj/gVUmZX0538lx/wCuP1yWPzy2v1yOX2zm8ZMolt8dZlCGNYZgy4oZisUSqCyoeTSTfjnQ/xQzFo/FUt1Qinkh2WkQTya6LWCLVeeHxutXT0a9YNKFYJK5YNK54NKFIJNnhUddcqTde2aNIOCqn06Hujn4ZCVPLVhykV58bv73e5/fIF0x2Q/mCXh28rEX79/amArnyqqD8C6pU21yp5sV1Kqsq0Smrjk6dHyz1y+NxyTvyb8XnldfvToZ03rffEjgAyLZMOzVz2dEZM3L9p53Zs0xL1iQdJqOX7GViuq+Nn3nmGX384x/X+vXrdfbZZ+v+++/Xueeeq5dfflnLli2b9ueHfRzWTP7FAJjXVqxYoRNPPFF33HGHJMk0TbW0tOjKK6/U9ddfP+nH9vf3q6KiQn19fSzJwZyzLEvxWCK1ZCIWTYYw0Ug8GchE4293H4RjqV/ER86JDsXkD/q0b3eXokPDnTJ/36vIUEwtS+v19xe3KzYcCCw6pF47X29LfW6ny5nsFPC61dBcpZ7O/tRf8ZceuUC7trXL7XZpwZI67d/XK7fbpYaFVerpGEgthahtqFBv50BqmYPT5VR5dWlqff6BQ45LK4Lqn2DdfrDMr8G+odT8h5rGSnXs6ZZpWSop9auvO5SaTREsC6i3cyA5w8JMLgdrWVqvbX/fmzxmmCqtCKqrvS81k6ehpVo7t7SlXlQeddJB+tuL24e/Dw6ZhqWahnJ1tSfnLDiHv56RLgq3x6WS8oCMhCmP1526LFhSq57OAXl8yRDL6/PI7XXJH0wu8aqqL5MRN1Pzd7zDQVcg6EvN5fEF3l4+ls3hiwCAwnpdN1LraY4Pye2YeJlaworrCWvjtL6m6b42Pu+88xQKhfS73/0udezkk0/W8uXLdffdd0/zK4Od6DABkCYWi+mll17S2rVrU8ecTqdWrlypZ599dsz50WhU0ejbE9T7+pJD0/r7Mx9YB0ybS/KVOOUr8aksCwubTNNULBqXETeTQzYNMzVgM5EwFYslZA0P1TQMU6ZlKh5NzqKRKUWjMSUSphySouG4DNOQaVhyuhyqagq+PXDYTAYKvhLn24ONh0MKr98tpzeYqunADgev3y1fiSs156GkzCd3oFoOh0Nen1u1LWXDOz055fW7ZRpm6rrL5ZQv6NURJy9KzbNwe5JLNtxul5wul9ze5E5P7pGdoLxuud3JpSAut1Men0culyMZeHjcwztJ5TK4sBRLRBUbLLzdGwCgkIy8niukv7EnrOikWwcnFJc09rWqz+eTzzf2NcV0XxtL0rPPPqs1a9akHVu1apUeeuihTL8M5AkCEwBpOjs7ZRiGGhoa0o43NDTotddeG3P++vXrdfPNN4853tLSkrUaAQAAkDtdXV2qqMh8kK4dvF6vGhsb9XTb/0x5bmlp6ZjXqjfeeKNuuummMedO97WxJLW1tY17fltb27jnI38RmACYlbVr16Yl6L29vVq0aJF27dqV9z9Yi1V/f79aWlq0e/fuvG+vLVY8RvmPxyj/8RjlPx6j/NfX16fW1lZVV1fbXcqU/H6/tm/frlhs6t2pLMsaM5tqvO4SgMAEQJra2lq5XC61t7enHW9vb1djY+OY8ydqX6yoqODFT54rLy/nMcpzPEb5j8co//EY5T8eo/xXKPOi/H6//P65HWw/3dfGktTY2Dit85G/CuNfPoCc8Xq9Ov744/X444+njpmmqccff1ynnHKKjZUBAAAAuTWT18annHJK2vmS9Nhjj/FaugDRYQJgjDVr1ujCCy/UCSecoJNOOkkbNmxQKBTSRRddZHdpAAAAQE5N9dr405/+tBYsWKD169dLkr74xS/qve99r77zne/orLPO0gMPPKBNmzbpxz/+sZ1fBmaAwATAGOedd57279+vG264QW1tbVq+fLkeeeSRMcOrxuPz+XTjjTeyDjSP8RjlPx6j/MdjlP94jPIfj1H+4zFKmuq18a5du9KWLb3zne/U/fffr3/913/VV7/6VR1yyCF66KGHtGzZMru+BMyQwyqkPaIAAAAAAABygBkmAAAAAAAAoxCYAAAAAAAAjEJgAgAAAAAAMAqBCQAAAAAAwCgEJgAAAAAAAKMQmAAAAAAAAIxCYAIAAAAAADAKgQkAAAAAAMAoBCYAAAAAAACjEJgAAAAAAACMQmACAAAAAAAwCoEJAAAAAADAKAQmAAAAAAAAoxCYAAAAAAAAjEJgAgAACso999wjh8ORuvj9fh166KG64oor1N7ebnd5AABgnnDbXQAAAMBM3HLLLVqyZIkikYiefvpp3XXXXfqf//kfvfrqqwoGg3aXBwAAChyBCQAAKEirV6/WCSecIEn6/Oc/r5qaGn33u9/Vr3/9a3384x8fc34oFFJJSUmuy5wxy7IUiUQUCATsLgUAgKLEkhwAADAvvP/975ckbd++XZ/5zGdUWlqqbdu26QMf+IDKysp0wQUXSJJM09SGDRt01FFHye/3q6GhQZdeeql6enrS7m/Tpk1atWqVamtrFQgEtGTJEn32s59NO+eBBx7Q8ccfr7KyMpWXl+voo4/W97///dTtN910kxwOx5haR5YV7dixI3Vs8eLFOvvss/Xoo4/qhBNOUCAQ0I9+9CNJUm9vr66++mq1tLTI5/Pp4IMP1u233y7TNOfkewcAAMaiwwQAAMwL27ZtkyTV1NRIkhKJhFatWqV3vetd+va3v51apnPppZfqnnvu0UUXXaSrrrpK27dv1x133KE///nP+tOf/iSPx6OOjg6dccYZqqur0/XXX6/Kykrt2LFDv/rVr1Kf77HHHtPHP/5xnX766br99tslSf/4xz/0pz/9SV/84hdn9DVs2bJFH//4x3XppZfq4osv1mGHHaZwOKz3vve9euutt3TppZeqtbVVzzzzjNauXat9+/Zpw4YNs/iuAQCAiRCYAACAgtTX16fOzk5FIhH96U9/0i233KJAIKCzzz5bzz77rKLRqD760Y9q/fr1qY95+umn9e///u+677779IlPfCJ1/H3ve5/OPPNMPfjgg/rEJz6hZ555Rj09Pfrf//3f1LIfSfra176Wev+///u/VV5erkcffVQul2tOvqY33nhDjzzyiFatWpX2Obdt26Y///nPOuSQQyQlQ5/m5mZ961vf0pe+9CW1tLTMyecHAABvY0kOAAAoSCtXrlRdXZ1aWlp0/vnnq7S0VBs3btSCBQtS53zhC19I+5gHH3xQFRUV+qd/+id1dnamLscff7xKS0v1xz/+UZJUWVkpSfrd736neDw+7uevrKxUKBTSY489Nmdf05IlS9LCkpGa3/3ud6uqqiqt5pUrV8owDD311FNz9vkBAMDb6DABAAAF6c4779Shhx4qt9uthoYGHXbYYXI63/5bkNvt1sKFC9M+ZuvWrerr61N9ff2499nR0SFJeu9736sPf/jDuvnmm/W9731Pp512ms4991x94hOfkM/nkyRddtll+sUvfqHVq1drwYIFOuOMM/Sxj31MZ5555oy/piVLlow5tnXrVv31r39VXV3dpDUDAIC5RWACAAAK0kknnZS2XGY0n8+XFqBIyYGv9fX1uu+++8b9mJFQwuFw6Je//KWee+45/fa3v9Wjjz6qz372s/rOd76j5557TqWlpaqvr9fmzZv16KOP6uGHH9bDDz+sn/70p/r0pz+te++9N3U/4zEMY9zj4+2IY5qm/umf/knXXXfduB9z6KGHjv8NAAAAs0JgAgAAisbSpUv1+9//XqeeempG2/WefPLJOvnkk/X1r39d999/vy644AI98MAD+vznPy9J8nq9Ouecc3TOOefINE1ddtll+tGPfqR169bp4IMPVlVVlaTkLjcjy3wkaefOndOqeXBwUCtXrpzeFwsAAGaFGSYAAKBofOxjH5NhGLr11lvH3JZIJNTb2ytJ6unpkWVZabcvX75ckhSNRiVJXV1dabc7nU4dc8wxaecsXbpUktLmjIRCoVQHSqY1P/vss3r00UfH3Nbb26tEIpHxfQEAgMzRYQIAAIrGe9/7Xl166aVav369Nm/erDPOOEMej0dbt27Vgw8+qO9///v6yEc+onvvvVf/9m//pg996ENaunSpBgYG9JOf/ETl5eX6wAc+IEn6/Oc/r+7ubr3//e/XwoULtXPnTv3whz/U8uXLdcQRR0iSzjjjDLW2tupzn/ucrr32WrlcLv3Hf/yH6urqtGvXroxqvvbaa/Wb3/xGZ599tj7zmc/o+OOPVygU0iuvvKJf/vKX2rFjh2pra7P2PQMAoFgRmAAAgKJy99136/jjj9ePfvQjffWrX5Xb7dbixYv1yU9+UqeeeqqkZLDywgsv6IEHHlB7e7sqKip00kkn6b777ksNZv3kJz+pH//4x/q3f/s39fb2qrGxUeedd55uuumm1OwUj8ejjRs36rLLLtO6devU2Nioq6++WlVVVbrooosyqjcYDOrJJ5/UbbfdpgcffFD/+Z//qfLych166KG6+eabVVFRkZ1vFAAARc5hje43BQAAAAAAKHLMMAEAAAAAABiFwAQAAAAAAGAUAhMAAAAAAIBRCEyAIvLUU0/pnHPOUXNzsxwOhx566KG02y3L0g033KCmpiYFAgGtXLlSW7dutadYAAAAALARgQlQREKhkI499ljdeeed497+zW9+Uz/4wQ9099136/nnn1dJSYlWrVqlSCSS40oBAAAAwF7skgMUKYfDoY0bN+rcc8+VlOwuaW5u1pe+9CV9+ctfliT19fWpoaFB99xzj84//3wbqwUAAACA3HLbXQCA/LB9+3a1tbVp5cqVqWMVFRVasWKFnn322QkDk2g0qmg0mrpumqa6u7tVU1Mjh8OR9boBAACQHZZlaWBgQM3NzXI6839xQiQSUSwWm/I8r9crv9+fg4pQ6AhMAEiS2traJEkNDQ1pxxsaGlK3jWf9+vW6+eabs1obAAAA7LN7924tXLjQ7jImFYlEtHhRido7zCnPbWxs1Pbt2wlNMCUCEwCzsnbtWq1ZsyZ1va+vT62trXrmhVqVlub/XyIK3X6jcH7Q7zdKZ30fHUZ5Rud1Jqb+XPtj499XTyyY0TFJ6o2O/f6HYr606+GIJ+16IjL2R68ZdaVdd0TSr7uiY7u1nBHHqHPSb3eNGj3kHnX7ROdJkjsy/mpd99D4L0InOj7mvHAio/NcQ/GMzsuUMzT1XxuLxtCQ3RWgQFiDYbtLQB5IWDE92fszlZWV2V3KlGKxmNo7TG3Z1Kyysolfgw4MmDrshL2KxWIEJpgSgQkAScmkXZLa29vV1NSUOt7e3q7ly5dP+HE+n08+n2/M8dJS56Q/rDB77YZfJXYXMQ0hwzX1SZNoT1QokOG5/oRnynN8sfHP8ca8Y455omOPSZLbPfbfvmvUMZcz/WNN5zg/ep2jAhNH+nXnOMvbXBoVmIy+3Zr8eur4OFmH25ggMElMEJjEMwxM3JkFJirzyxWeu9DE6WJ5YEqpTwoTmmBqljPD5yvmt+H/vRfSMuuyMqfK5/g16FNPPaVvfetbeumll7Rv3760OYCj/cu//It+9KMf6Xvf+56uvvrqOa0DucdvMwAkSUuWLFFjY6Mef/zx1LH+/n49//zzOuWUU2ysDONpL6DOEknqMHL3l6n9iZl/ru5YIUVQ05OYxj+ZeGB6L4wTwcxeTiSC9vydxiwZG2wBAJCpqXaaHLFx40Y999xzam5uzlFlyDY6TIAiMjg4qDfeeCN1ffv27dq8ebOqq6vV2tqqq6++Wl/72td0yCGHaMmSJVq3bp2am5snTNBhj0ILS+arnmim/S6YCSPomdMuEwAAZmr16tVavXr1pOe89dZbuvLKK/Xoo4/qrLPOylFlyDYCE6CIbNq0Se973/tS10dmj1x44YW65557dN111ykUCumSSy5Rb2+v3vWud+mRRx5hfSdmZS66S9oTFXNQyds6JphfguxLBN0ZzzKZS2aJT87QBINcik0wwLIcAJhDpmnqU5/6lK699lodddRRdpeDOURgAhSR0047TZY1wSADJden3nLLLbrllltyWBWmg+6Syc1mOQ6mlgg4Jxzwmgg65Q5nNsskU3PdZUJoAgAY0d/fn3Z9orl8mbj99tvldrt11VVXzUVpyCMEJgBQIAoxLMnl7JJMTbe7pDs6/g45QEGjywTAPNVpxBQ1Jtklx0iG+y0tLWnHb7zxRt10003T/nwvvfSSvv/97+vll18uqOG4yAyBCQAA85DhH3/L4JmeN5emsyyHLhMAQDbs3r1b5eVv/xFlpt0l//d//6eOjg61tramjhmGoS996UvasGGDduzYMdtSYSMCEwAoAMXcXZLp/BKW40wt4ZfcswxHcr0sJxsITQAA5eXlaYHJTH3qU5/SypUr046tWrVKn/rUp3TRRRfN+v5hLwITAEDRmGw5zlxsKTwYZfvabMjGjjmEJmJZDgBkaKqdJmtqatLO93g8amxs1GGHHZbrUjHHJl7cBQDIC8XcXQL7xAMzW4edCBbOSwuzhIALADC1TZs26bjjjtNxxx0nKbnT5HHHHacbbrjB5sqQbXSYAEAeIyzJTK6X4/REAzn9fPlmsmU52ZKNLhOJThMAwNSm2mlyNOaWzB+F82cgAEDem+uwJNP5JZmY7u44yK5EkL/Z5IVgcYd/AABMhlcrAJCnCq27pJCX4Uw0v2Q+bik8F4NfJXuGv9JlAgCYyn7Dr/Ak2wqHjPwfTo78QYcJACAvsTtO7kyUzc10jkkhKup5JnSZAAAwLgITAMhDdJfMLZbj5FY2txY2gp6s3TcAAMCBCEwAAHlnLmeXTGUuthOeDTPisvXz24k5JgAAIJ8RmABAnim07hIkDUaLeElHjmWry4RlOQAA4EAEJgCAWbFzZxzml9gn19sKAwAA5BqBCQDkEbpLpqfOPZDRefXe/glvq/aG5qoc5BCzTAAAQLaxeBgAkDdyObskE9W+8LzcWng01xxsM4x5IBiQwkN2VwEAs7LfKFXImHg+WNgwclgNCh0dJgAAAAAAAKMQmABAnmA5TmEr9UXtLiEj7ml0k3iGrOwVkqeKevCrxPBXAAAOQGACAMA0VflYtmA3VzhudwkAAGCeIzABgDxAdwkAAACQXwhMAAB5o8HdZ3cJY1T7wnaXkFUzGfjKlsIAAKAYEJgAgM3oLkGuTGd+CQAAQLFjW2EAQNGr9obUHSuxu4w5VQhbBbvDiRl9HPNLAAAT6TDKFUhM/GvukDGznz0oTnSYAAAKWp17wJbPO98HvxbjDjkAAAAHIjABABuxHCd36r39dpeQdwqhCwUAALs99dRTOuecc9Tc3CyHw6GHHnoodVs8HtdXvvIVHX300SopKVFzc7M+/elPa+/evfYVjDlDYAIAwBwp9UXtLmFCzC8BAGBmQqGQjj32WN15551jbguHw3r55Ze1bt06vfzyy/rVr36lLVu26P/7//4/GyrFXGOGCQAgrzS4+9SeqLC7jDTVvrC6o0G7y5hX8nV+iTOUv6FXzgQDUnh+LzkDgOlYvXq1Vq9ePe5tFRUVeuyxx9KO3XHHHTrppJO0a9cutba25qJEZAkdJgCAgpfpHJP5sizHFXHY9rnZUhgAgMn19fXJ4XCosrLS7lIwS3SYAAAg+3bKcfoNmRHXrO5j9CwSO2eTuMMEKgCA/Nffn/5HFJ/PJ5/PN+v7jUQi+spXvqKPf/zjKi8vn/X9wV50mAAAisp86TKZjunOL5npDjmEJQAAu3UmSrU/UTbhpTNRKklqaWlRRUVF6rJ+/fpZf+54PK6PfexjsixLd91116zvD/ajwwQAkHdmMsekzj2g/YmyWX3eXHSZePwJxSP2//idSRfKXC3Hydf5JQCA4rF79+60DpDZdpeMhCU7d+7UH/7wB7pL5gk6TAAARWcmXSbVvvCYY1W+qQdjBv2xKc9x+o1p15Nv6C4BABSS8vLytMtsApORsGTr1q36/e9/r5qamjmsFHYiMAGQxjAMrVu3TkuWLFEgENDSpUt16623yrJm1qKP+a/eldnA1VzIdPjrZKq9oYlvyyA0yWRrYY9/Zh0WuTCT5TiEJQCA+WxwcFCbN2/W5s2bJUnbt2/X5s2btWvXLsXjcX3kIx/Rpk2bdN9998kwDLW1tamtrU2x2NR/NEF+s78nGEBeuf3223XXXXfp3nvv1VFHHaVNmzbpoosuUkVFha666iq7ywOmlOnSnHpvvzpiuWmXDfpjCke8Oflc2TLRcpzphiUzXY4DAIBdNm3apPe9732p62vWrJEkXXjhhbrpppv0m9/8RpK0fPnytI/74x//qNNOOy1XZSILCEwApHnmmWf0wQ9+UGeddZYkafHixfrZz36mF154webKUGxmMsdkxGznmUw2y6TaF1Z3NJh2rMo3pJ5oIHW91BfVYHTy1l47Z5nYtYsOYQkAoBCddtppk3Zb04k9f7EkB0Cad77znXr88cf1+uuvS5L+8pe/6Omnn9bq1avHPT8ajaq/vz/tAsyVBnffjD82k+U5M90xZ7ylOaONXpqTySyTXJgsLJloOc5cDHslLCkwwcDU5wAAMM/RYQIgzfXXX6/+/n4dfvjhcrlcMgxDX//613XBBReMe/769et1880357hKIPumu2PO6C6T8dixNOfALYXnurMk0+U4cxGW5GKHHGdo6vkzAID8tj9WLl/MM+Ht0Rg7riFzdJgASPOLX/xC9913n+6//369/PLLuvfee/Xtb39b995777jnr127Vn19fanL7t27c1wx8kE2B79mu8tkMtMdADtaJgNg88VMhr3mCtsJAwAAO9BhAiDNtddeq+uvv17nn3++JOnoo4/Wzp07tX79el144YVjzvf5fLPetx6YSjbnmczl8Nd86DI5sIsk0+6SycKS2S7HmW13Sa7CErpLAADAaHSYAEgTDofldKb/r8Hlcsk02TYUk8v29sJ2dZrM9y6TmXaWZLIch7AEAAAUMgITAGnOOeccff3rX9d///d/a8eOHdq4caO++93v6kMf+pDdpaEAFGpoMtXw1+mEJlW+oekVZqOpwpLZdJcQlgAAgEJHYAIgzQ9/+EN95CMf0WWXXaYjjjhCX/7yl3XppZfq1ltvtbs0FIhiDE1GGx2azKbLxBVxTHH7+O9PtRxnNmFJpsNeZ4qZJQAAIB8wwwRAmrKyMm3YsEEbNmywuxQUsHrXgDqMieeGzNZsZppMZqbzTKp9YXVHg3NeT7Zks7NEml13SS7DErpLAADAZAhMAABZka+hyVRDYCczna2GMxkA6/EnFI9M70fxgR0nM+kumW1YMlV3CWEJAMBOPbGgvLGJh6vHYrEcVoNCx5IcAEDWZHt5zkxlY2lOJgNg7ZbtsAQAAGA+ITABAGRVNkOTQphnMpdm012SzbDEHU6kLjPF3BIAAJBvCEwAAFlX7xrIWnBiV2gynkLoMhnPbMOS2cp1WMJyHAAAkAlmmACAjRpcEbUbfrvLyJlszTWZzRDYyWaaTDYEdqJ5JrMdALvzc9elXV/6ne/O+L4yMZvdcAoxLAEAAMgUgQkAIKdGOk3mOjjJp9AkU69/eN2U52z70poxx45Y973U+zNdjmPncFc70V0CAAAyRWACALBFtnfRma5shyabz7p1VvUd6B+3XjPm2PIrvzfOmePLl7CE7hIAAJDPCEwAALaZ69BksnkmmXSfzFVo8tt3/3DKzzXXNv9wbIgiSSd/Mn1Jj93zSiR7ghI6SwCgOPTEgvJEJ95WOB7jV2Bkjn8tAABbZWuJzmjjhSnjhSgjg2DHC04mC03uPen/zbLC7Hju//f2kp53ffjbk56brbDE7k4SwhIAADAT7JIDAMgL2dx+eCKTdaRMtIPO6N1zvrf8AX1v+QNzWle2PP1fXx73uDtszmlY4grH0y52IiwBAMzWU089pXPOOUfNzc1yOBx66KGH0m63LEs33HCDmpqaFAgEtHLlSm3dutWeYjGnCEwAAHkjm9sPT2Q2oUmhBCUHevq/vpwWnMzFvJJ8CkhGOENRwhIAwJwIhUI69thjdeedd457+ze/+U394Ac/0N13363nn39eJSUlWrVqlSKRyLjno3CwJAcAbFZsWwtnItcDYSfbYWe8uSZrj/yfXJSVVU//15d12upvTnrOZGFJvgQj4yEoAQDMpdWrV2v16tXj3mZZljZs2KB//dd/1Qc/+EFJ0n/+53+qoaFBDz30kM4///xcloo5RocJACAv5brbJNNOk/kQlox44uHr9MTD14057g4nCjIsoasEAJBr27dvV1tbm1auXJk6VlFRoRUrVujZZ5+1sTLMBTpMAAB5baTbJBfDYSfrNJlPQcloTzx8XarbZKolOPkclgAAkKn+/vSZZD6fTz6fb9r309bWJklqaGhIO97Q0JC6DYWLwAQA8gDLciZ3YKfJVF0nsw1URjpNDgxOPn/o/83qPgvBSKfJyvfeNu7tBCUAgELQG/XL7Z44+EhEk4ssWlpa0o7feOONuummm7JZGgoQgQkAYF6Zy0ClGIKS0X7/5FfHhCaEJQCA+Wb37t0qLy9PXZ9Jd4kkNTY2SpLa29vV1NSUOt7e3q7ly5fPqkbYjxkmAJAnGlxMUs+FkdkoB17GU4xhyYjfP/lV/f7Jr0rKz7CEWSUAgNkqLy9Pu8w0MFmyZIkaGxv1+OOPp4719/fr+eef1ymnnDJX5cImdJgAAIregbvynHPQX22uJn/8/smvatWJN2flvqcTeJglb7+IJSgBAOTa4OCg3njjjdT17du3a/PmzaqurlZra6uuvvpqfe1rX9MhhxyiJUuWaN26dWpubta5555rX9GYEwQmAAAoGZqsWLTd7jLyzqMv3ihJMwpO5ircICQBANhp06ZNet/73pe6vmbNGknShRdeqHvuuUfXXXedQqGQLrnkEvX29upd73qXHnnkEfn9zKcrdAQmAJBHGP5qD4KSqT364o0ThiYEGgCA+ey0006TZVkT3u5wOHTLLbfolltuyWFVyAVmmAAAgIw8+uKNqfkhB14AAADmIzpMAABFje4SAADmj1DMJ9ck2wobsRwWg4JHhwkA5Bl2y8kdwpLpe/jvt019EgAAwDxAYAIAAKaF0AQAABQDluQAAArWeN04mQ7NpbsEmER4yO4KAACwHYEJAKDgTLZsKZMlTYsX7pvLcorSw3+/TauP/KrdZQAAAGQNS3IAIA8xx2RifG/yB0tzAADAfEaHCQCgIMxVUEJ3CQAAADJBYAIAyGtz2VFCWDL3Hv77bVq9+JrklWDA3mIAAEUvHPHI5fROeLsRMXNYDQodS3IAIE+x9ITvQaF4eMf3ku+EhzK7AAAAFAA6TAAAOWVXCEJ3SR4ZCU3oSAEAAHmMDhMAY7z11lv65Cc/qZqaGgUCAR199NHatGmT3WVhHiAsmb9SXSbTQbcJAADIYwQmANL09PTo1FNPlcfj0cMPP6y///3v+s53vqOqqiq7SytK82lJynz6WjA+QhMAADCfsCQHQJrbb79dLS0t+ulPf5o6tmTJEhsrQqGzOyihu6QAhIdYngMAAPIOHSYA0vzmN7/RCSecoI9+9KOqr6/Xcccdp5/85CcTnh+NRtXf3592wdyyO3CYDbtrJyzJvRl1mUh0mgAAgLxDYAIgzZtvvqm77rpLhxxyiB599FF94Qtf0FVXXaV777133PPXr1+vioqK1KWlpSXHFRcHu4OH6WpwRWyruc7lVZ1r4u0EkX2EJgAAuyQibsUnuSQiLLJA5ghMAKQxTVPveMc7dNttt+m4447TJZdcoosvvlh33333uOevXbtWfX19qcvu3btzXHHxKJTQxM46DwxK6C4pUIQmAAAgTxCYAEjT1NSkI488Mu3YEUccoV27do17vs/nU3l5edoF2ZPPoYmdXSWYZwhNAAB5wjAMrVu3TkuWLFEgENDSpUt16623yrIsu0tDDtCPBCDNqaeeqi1btqQde/3117Vo0SKbKsJoDa6I2g2/3WWk5EtIwjKc/PLwju9p9eJrZn4HB4YmDIQFANjk9ttv11133aV7771XRx11lDZt2qSLLrpIFRUVuuqqq+wuD1lGYAIgzTXXXKN3vvOduu222/Sxj31ML7zwgn784x/rxz/+sd2l4QD5EJrkS1AijQ1LSpp22lQJsoLwBABgk2eeeUYf/OAHddZZZ0mSFi9erJ/97Gd64YUXbK4MucCSHABpTjzxRG3cuFE/+9nPtGzZMt16663asGGDLrjgArtLwyh2Bhb5FJagyISHWLIDAMiZd77znXr88cf1+uuvS5L+8pe/6Omnn9bq1attrgy5QIcJgDHOPvtsnX322XaXgQzY0WmSb2EJS3HylzUYkqO0JDt3Hh6i2wQAMGP9/f1p130+n3w+35jzrr/+evX39+vwww+Xy+WSYRj6+te/zh8TiwQdJgBQ4PItwMglwpIiR6cJAGAUM+qSGZnkEnVJklpaWlRRUZG6rF+/ftz7+8UvfqH77rtP999/v15++WXde++9+va3v6177703l18WbEKHCQAgY8UczmD6Hun8sc6svSR7XSbS26EJ3SYAgGnYvXt32u6O43WXSNK1116r66+/Xueff74k6eijj9bOnTu1fv16XXjhhTmpFfYhMAEAFCS6SwAAwEyVl5enBSYTCYfDcjrTF2a4XC6Zppmt0pBHCEwAABnJp+6SycISdsjJP1mdZQIAQBadc845+vrXv67W1lYdddRR+vOf/6zvfve7+uxnP2t3acgBAhMAQEo+hSIAAAB2++EPf6h169bpsssuU0dHh5qbm3XppZfqhhtusLs05ACBCQDMA7PdLaeQghKW4hSmrHeZsGsOACALysrKtGHDBm3YsMHuUmADdskBgCJHWIJseqTzx6n3rcGQjZUAAABMDx0mAFDECEsAjMF2zQAKmCPiksPhmvR2IFN0mAAA8l6mYQkDX/MfXSYAAKBQEJgAwDwx3W6RQukuobMEAAAAdiAwAYAiRFgCO9FlAgAACgGBCQAUmUIJSzB/HDj4NauYvQEAAOYQgQkAIG/tN2J2lwAAAIAiRWACAEVkPneXMPC1sLAsBwAA5Du2FQaAeaTBFVG74Z/wNgAAgPnMFXXI6XBMeLsjOvFtwGh0mABAESjksCTTZTmhfYuyXAkKAnNMAADAHCEwAQAAOecoLcnenROaAACAOUBgAgDzXCF3l2B+OLP2krTrWQ1LAAAA5giBCQDMY/MlLGG3HAAAAOQagQkAzDMjIcl8CUswv9BdAgAACgWBCQBg3mDwa37LWVgSDOTm8wAAgHmNbYUBYB6aaXfJeFsS50unyn4jpjqX1+4yMEOEJQCAXHBGHHJpkq2DI2wrjMwRmADAPDRe8AHYYfTA16wiLJkbwQA7DQEAIJbkAMC8M5/DEoa/FqacdJcQlgAAsuStt97SJz/5SdXU1CgQCOjoo4/Wpk2b7C4LOUCHCQBgUu2GP2+W5aDwEJYAAApZT0+PTj31VL3vfe/Tww8/rLq6Om3dulVVVVV2l4YcIDABgHlkPneXjJhqlklo3yKVNO3MYUWwFWEJACCLbr/9drW0tOinP/1p6tiSJUtsrAi5xJIcAJgniiEsAdIQlgAAsuw3v/mNTjjhBH30ox9VfX29jjvuOP3kJz+xuyzkCIEJAMwD2Q5L8i2MYZZJYVi9+Jrs3TlhCQBgFvr7+9Mu0Wh03PPefPNN3XXXXTrkkEP06KOP6gtf+IKuuuoq3XvvvTmuGHYgMAEAAIWFsAQAMAFXVHJFJrkM5yItLS2qqKhIXdavXz/u/ZmmqXe84x267bbbdNxxx+mSSy7RxRdfrLvvvjuHXxXswgwTAChwuer+yLfhr1PNMsE8RVgCAJgDu3fvVnl5eeq6z+cb97ympiYdeeSRaceOOOII/dd//VdW60N+IDABgAKW66Uy+RaaoMgQlgAA5kh5eXlaYDKRU089VVu2bEk79vrrr2vRokXZKg15hCU5ACb0jW98Qw6HQ1dffbXdpWAcds0VaTf8eTPTZKJZJqF9vIiZdwhLAAA2uOaaa/Tcc8/ptttu0xtvvKH7779fP/7xj3X55ZfbXRpygMAEwLhefPFF/ehHP9IxxxxjdynIU/kSnDAANj/N6cBXwhIAgE1OPPFEbdy4UT/72c+0bNky3XrrrdqwYYMuuOACu0tDDrAkB8AYg4ODuuCCC/STn/xEX/va1+wuB+PIh6BixEgtLNVBVhCWAABsdvbZZ+vss8+2uwzYgA4TAGNcfvnlOuuss7Ry5copz41Go2O2ZUN25VNYciA7O07G6zJhWU6BCwYISwAAgK3oMAGQ5oEHHtDLL7+sF198MaPz169fr5tvvjnLVWFEvoYlB7JrMCy75uSPWS3HISQBAMyCKyK5rElOiOasFMwDdJgASNm9e7e++MUv6r777pPfn9kv5mvXrlVfX1/qsnv37ixXiUJgV7fJfiOWdtmxpynnNRQ7whIAADBf0GECIOWll15SR0eH3vGOd6SOGYahp556SnfccYei0ahcLlfax/h8vgn3rcfcKoTuktHyYRviHXuatHjhPltrQAYISwAAQJ4hMAGQcvrpp+uVV15JO3bRRRfp8MMP11e+8pUxYQlypxDDkhEMhS0eM+4uISwBAAB5iMAEQEpZWZmWLVuWdqykpEQ1NTVjjiN3CjksOdB4X0euQhS6TLJvRmEJQQkAAMhjBCYAkMfmS1gykYm+vmwEKYQmeYawBAAA5DkCEwCTeuKJJ+wuAUXowCCFpTz5b/WRXx0bgISHJv4AwhIAAFAACEwAIE/N9+6STM3l4Fi6TObe6iO/Ov4NhCIAABu4o5NvK+yI5a4WFD4CEwBA3pssPJpumEJoAmQgGJi8SwgAgCJAYAIAKGhzGaZgeibsLgEAAJgHCEwAIA+xHGduTPR9bN+5RCsWbc9xNfMLYQkAAJjvnHYXAACAHZ7fucTuEgAAAJDHCEwAAMC00F0CAACKAYEJAOQZluPkDl0m00dYAgAAigWBCQCgqBGaAAAwf7giU1+ATDH0FQAAZGTViTdLJb7UdWcoamM1AAAA2UWHCQDkEZbj2OP5nUvoNJnCqhNvHnPMLPFNeAEAYD76xje+IYfDoauvvtruUpADdJgAADDst28eo3MO+qvdZeSV8YKSTEwUmkzWlTKTjwEAIFdefPFF/ehHP9IxxxxjdynIETpMAABFr8MoU4dRJikZmvz2TV4ISdLK99425/c5k64UulYAAHYbHBzUBRdcoJ/85CeqqqqyuxzkCIEJAOQJluPk3oFByWjFHJqsfO9tqbDECHpsruZtBCcAALtcfvnlOuuss7Ry5Uq7S0EOsSQHADDvTRSKTKY9UaF/f/3dkqTPH/p/c11S3hqvq8QIeuQKx22oZnxmiY9lOgCAWenv70+77vP55PONH8o/8MADevnll/Xiiy/mojTkEQITAMC8MZNgZDztiYq06//++rvnfWhy2upvSpr4hUE+hiYS800AAOncEUtuw5rwdkc8eVtLS0va8RtvvFE33XTTmPN3796tL37xi3rsscfk99MNXGwITAAgD7AcZ6yR8KPeNTBnQchURgclB/r319+t/YkyrT3yf3JSSy6NhCWSlAi65Q4nxj0v30ITieAEADAzu3fvVnl5eer6RN0lL730kjo6OvSOd7wjdcwwDD311FO64447FI1G5XK5sl4v7EFgAgDIK6PDkVyEJZMFJSP2J5J1rP/7B+ZNaHJgUHKgqUKTA+VLgMIyHQDAdJSXl6cFJhM5/fTT9corr6Qdu+iii3T44YfrK1/5CmHJPEdgAgDIG7nqJDnQVGHJSFByoPV//4AkFXRw8q4Pf1sKOuUOm+PenggmXyJMFJyMmGgorB1BCt0mAIC5VlZWpmXLlqUdKykpUU1NzZjjmH8ITADAZizHScp1WDKdrpKJXLP5fH1v+QNzVVJOvOvD3067nggmN8ybLDiZKjQZj51BCsEJAACYCwQmAADb5VtYMlVQ0hF7u4X3ms3nS1JBBCejw5IDJaboNplJaDKeXM5BYZkOACAbnnjiCbtLQI4QmAAAbJXLsGS2QYmUHpYc6JrN56s7ViJJuvek/zf94rLg+Iu/J8/QATsFBIa7SYYmCkbmZ2gi0W0CAACmj8AEAGCbfNj9ZsR0ukqmcs7/XZl6vycakCQ9vXL8AatzZfmV30u77ook38YDjvTQRFIi4Cyq0EQiOAGAYuEeMuVOjP9zTJIUn+Q2YBQCEwBAzmU7KMkkIBkxm66SA410l0zkXb+/ToPR5C/t4YhXkvT6h9dlUOFYR6x7OxwZCUbkl9yR8c8fTz6EJnZgmQ4AAMgUgQkA2KgYB74WY1giKRWWHOjQ/7pV8cjbP4rNiEs7P3dd2jlLv/Pd1PuuiCP5jv/toMQ44P3EAaHJgcfH6zKR7A9Nct1lAgAAMB0EJgCAnCm2sGRkOc50LPp/35Qj4kpdd8kx7fuYjtmEJgeaaYBiR2hClwkAAMiE0+4CAADzX4dRlldhyVwZLyzpjgYz/vjR3SXjMfzWBO9r3PcTExyPB2YWvIxsOzz1ee4xIUqmJtqCGAAAwE4EJgCArMrFYNfphiVz1V0yWiZhycj8knySCEz+ciDT0AQAAGA+4RUQACBr5nNYMtXckgOX44w3v2SmDuwyma7JukzmKjQplC6TkV1zAAAAJsIMEwBAVuTjEpxshiXTWYoz2kTLcaZiTHP4qzTxAFhp8nkm0uQzTdLPm9lQWIbAAgBmyz1kyj3Z1sGTbTkMjEKHCQBgzhGWTO3A+SW5lotOk5nKZacJXSYAAGAyBCYAgIKSreGucxmWTLQcJxvzS6Y7/HXEbEKTTMx0aY7EEFgAAJAfCEwApFm/fr1OPPFElZWVqb6+Xueee662bNlid1nArGTSXTITU4Ul+Y7QhC4TAAAwMQITAGmefPJJXX755Xruuef02GOPKR6P64wzzlAoFLK7NBSIbC7HybelOKMVUlgyYiahyXSW5RCaAACAQsXQVwBpHnnkkbTr99xzj+rr6/XSSy/pPe95j01VAYWxFGe0bC/HGU+mw18PNNkgWLvlahCsWeKTMxTN+ucBAACFg8AEwKT6+vokSdXV1ePeHo1GFY2+/UtGf39/TupCfspWd8lMw5KpukuyNbekEE0Umky0c06mO+Ykz53Zrjkj2D0HAADYgSU5ACZkmqauvvpqnXrqqVq2bNm456xfv14VFRWpS0tLS46rxHyXrbAkE7MJSw7sLrHTVMNfc1bHLJbmSLlZnsPSHAAofO5wYsoLkCkCEwATuvzyy/Xqq6/qgQcemPCctWvXqq+vL3XZvXt3DivEfJfNsGSq7pJMZpYUopmEJnMxyyR5Po2tAACgcBCYABjXFVdcod/97nf64x//qIULF054ns/nU3l5edoFxWmul+Nka2aJlNlSnPHMl6U4E4Umkw2ABQCgGLGDZHEjMAGQxrIsXXHFFdq4caP+8Ic/aMmSJXaXBEzLXMwtma3pLsdx+o0sVZJ9uewyydWuOQAAjGAHyeJGbyyANJdffrnuv/9+/frXv1ZZWZna2tokSRUVFQoECu8v6SguczG3RJq/y3EONNGuOdMd/goAwHzGDpLFjQ4TAGnuuusu9fX16bTTTlNTU1Pq8vOf/9zu0pDHCmk5jh1Gbykcj6T/vcKMuHJZzpybbpcJCkB4yO4KACAvTbWDJOYXOkwApLGssX9ZBgrBXHWXTGS8+SWFIuGX3ON0k0xkJl0m09lmGAAAu/X396dd9/l88vkmX1KbyQ6SmF/4kxAAoGhkMr9kOstxCnHgazZl2mnCbjkAgGxxDcXlCk9yGYpLklpaWlRRUZG6rF+/fsr7zmQHScwvvGIBAGAOTXfgazZMNJ9kLtg9y8QIeuQKx7N2/2aJT85QNGv3DwDID7t3707b3XGq7pKRHSSfeuqpSXeQxPxCYAIAwBRmsxxn9PySbMhmQDJdLM0BABSC8vLytMBkIpZl6corr9TGjRv1xBNPsINkkSEwAQAUhVxsJ5yJ0QNfZ8LwW3JFHHNQDQAAmAw7SBY3ZpgAgI0a8qUtAJLm9/yShH/sMWOcY7nCHBMAQCFgB8nixqsVAEBemW9bCheqiXbKyQfZnmNS9NhSGABS2EGyuNFhAgA2o8skv01nfkk+DHzNhUSAlw8AAGD+o8MEAFDw9ifKJr29GLcTzqdBsIWGnXIAoHA5QzE5XRPP+XIasRxWg0LHn4gAACgS480xsVO+zjEhLAEAABKBCQDkBZbl5KfZbCcMAACAwkZgAgAoetNZjjPf2LlTzmwYQY/dJQAAgHmOwAQAkDfYIQewGTvkAACQQmACAHmCZTnIN/HAxEPz5ivmlwAAgBEEJgAAZEk44rW7hDHybfArAABAvsrP8fQAACBn2IIYADBvDA1JTnPi2006CZE5OkwAAEDBcYXjdpcAAADmOQITAEDeaHD3Tftj9ifKslDJ9A1GfXaXkFOJwPx7CcH8EgAAcKD592oHAAoYg1/tUe0N2fa5zYjLts9dqOguyRJ2yAEAIA2BCQAgr8yky2Qq9d7+Ob9PzJ47nLC7BAAAgAkRmAAAZq3eNWDb565z2/e554LTb9hdwpxLBHl5UXDoLgEAYAxe0QBAninUZTl2hibZUu0L211CTkz0T84zZOW2kAxkazkO80sAAMBobCsMAHmowRVRu+G3uwzbNLj71J6omNP7rPf2qyNWPqf3WYjcc5THuYcm3rLRHZ5kO8c8VPRhCd0lAOYRazAsyznxkk/LjOWwGhQ6OkwAIE8VYqfJfOwyyVSpr8h/6Z6mmcwvyUZ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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "u_init, p_init = w.subfunctions\n", "\n", "fig, axes = plt.subplots(nrows=2, sharex=True, sharey=True)\n", "streamlines = streamplot(u_init, resolution=1/3, seed=0, axes=axes[0])\n", "fig.colorbar(streamlines, ax=axes[0], fraction=0.046)\n", "axes[0].set_aspect(\"equal\")\n", "axes[0].set_title(\"Velocity\")\n", "\n", "contours = tricontourf(p_init, 30, axes=axes[1])\n", "fig.colorbar(contours, ax=axes[1], fraction=0.046)\n", "axes[1].set_aspect(\"equal\")\n", "axes[1].set_title(\"Pressure\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## The optimisation problem\n", "\n", "Now we come to the optimisation problem. We first define the functional we wish to minimise, this is done by assembling a form that produces a number. Then we specify a control variable, and produce a \"reduced\" functional (the evaluation of the functional at a given control value). We then minimise the functional, producing an optimised control value. See [the dolfin-adjoint documentation](http://www.dolfin-adjoint.org/en/latest/documentation/) for more details on reduced functionals." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "u, p = split(w)\n", "alpha = Constant(10)\n", "\n", "J = assemble(1./2*inner(grad(u), grad(u))*dx + alpha/2*inner(g, g)*ds(4))\n", "m = Control(g)\n", "Jhat = ReducedFunctional(J, m)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In order to see what is going on in the optimisation process, we can attach a progress bar class to the tape:" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "get_working_tape().progress_bar = ProgressBar" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Evaluating functional ▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣ 10/10 [0:00:00]\n", "Evaluating adjoint ▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣ 10/10 [0:00:00]\n", "Evaluating functional ▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣ 10/10 [0:00:00]\n", "Evaluating adjoint ▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣ 10/10 [0:00:00]\n", "Evaluating functional ▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣ 10/10 [0:00:00]\n", "Evaluating adjoint ▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣ 10/10 [0:00:00]\n", "Evaluating functional ▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣ 10/10 [0:00:00]\n", "Evaluating adjoint ▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣ 10/10 [0:00:00]\n", "Evaluating functional ▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣ 10/10 [0:00:00]\n", "Evaluating adjoint ▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣ 10/10 [0:00:00]\n", "Evaluating functional ▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣ 10/10 [0:00:00]\n", "Evaluating adjoint ▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣ 10/10 [0:00:00]\n", "Evaluating functional ▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣ 10/10 [0:00:00]\n", "Evaluating adjoint ▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣ 10/10 [0:00:00]\n", "Evaluating functional ▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣ 10/10 [0:00:00]\n", "Evaluating adjoint ▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣ 10/10 [0:00:00]\n", "Evaluating functional ▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣ 10/10 [0:00:00]\n", "Evaluating adjoint ▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣ 10/10 [0:00:00]\n", "Evaluating functional ▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣ 10/10 [0:00:00]\n", "Evaluating adjoint ▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣ 10/10 [0:00:00]\n", "\u001b[?25h" ] } ], "source": [ "g_opt = minimize(Jhat)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now let's take a look at the optimised control. The initial boundary condition on the circle was no slip. We see now that the optimised boundary condition has a significant outflow in the hole." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "4f92bc3b237b49079545f8f96896411f", "version_major": 2, "version_minor": 0 }, "image/png": 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This is done by calling the `ReducedFunctional` object with the control at the requested value." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Evaluating functional ▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣ 11/11 [0:00:00]\n", "Evaluating functional ▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣▣ 11/11 [0:00:00]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Jhat(g) = 46.078212\n", "Jhat(g_opt) = 19.896719\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n", "\u001b[?25h" ] } ], "source": [ "print(\"Jhat(g) = %.8g\\nJhat(g_opt) = %.8g\" % (Jhat(g), Jhat(g_opt)))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To see the optimised flow field, we solve the same problem again, only with the new (optimised) value for the boundary data on $\\Gamma_\\text{circ}$. This time we're not interested in annotating the solve, so we tell `firedrake-adjoint` to ignore it by passing `annotate=False`." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "g.assign(g_opt)\n", "w_opt = Function(W)\n", "solve(a == L, w_opt, bcs=bcs, solver_parameters={\"mat_type\": \"aij\",\n", " \"ksp_type\": \"preonly\",\n", " \"pc_type\": \"lu\",\n", " \"pc_factor_shift_type\": \"inblocks\"},\n", " annotate=False)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "c3ce9ad6299143f3a616c7dd86c6fce7", "version_major": 2, "version_minor": 0 }, "image/png": 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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "u_opt, p_opt = w_opt.subfunctions\n", "\n", "fig, axes = plt.subplots(nrows=2, sharex=True, sharey=True)\n", "streamlines = streamplot(u_opt, resolution=1/3, seed=0, axes=axes[0])\n", "fig.colorbar(streamlines, ax=axes[0], fraction=0.046)\n", "axes[0].set_aspect(\"equal\")\n", "axes[0].set_title(\"Optimized velocity\")\n", "\n", "contours = tricontourf(p_opt, 30, axes=axes[1])\n", "fig.colorbar(contours, ax=axes[1], fraction=0.046)\n", "axes[1].set_aspect(\"equal\")\n", "axes[1].set_title(\"Optimized pressure\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now that we are done optimising this problem, and so that the recorded annotations do not leak into the exercise, we tell `firedrake-adjoint` to *forget* all of the entries on its tape." ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "tape = get_working_tape()\n", "tape.clear_tape()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Exercise:\n", "\n", "Go back to the start of the notebook and consider a different inflow velocity. For example, try\n", "$$u = \\left[\\frac{y^2(10 - y)}{125}, 0\\right]^T \\quad \\text{on} \\quad \\Gamma_{\\text{in}}.$$\n", "\n", "How does it affect the solution before and after optimisation? " ] } ], "metadata": { "language_info": { "name": "python" } }, "nbformat": 4, "nbformat_minor": 4 }