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+paper/notebooks/*.ipynb filter=lfs diff=lfs merge=lfs -text
diff --git a/paper/notebooks/manifold-computations.ipynb b/paper/notebooks/manifold-computations.ipynb
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-{
- "cells": [
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "# Manifold Intersections\n",
- "\n",
- "Eigen-spectrum perturbations off of periodic orbits in the circular restricted \n",
- "three-body problem produce tubes of trajectories --- manifolds --- which are \n",
- "_invariant_: once a spacecraft enters these manifolds, the model equations\n",
- "state that the spacecraft stays in the state space defined by the manifold's \n",
- "surface for all time. \n",
- "\n",
- "## Dependency Management\n",
- "\n",
- "The following dependencies are used in this notebook.\n"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 1,
- "metadata": {},
- "outputs": [
- {
- "name": "stderr",
- "output_type": "stream",
- "text": [
- "\u001b[32m\u001b[1m Activating\u001b[22m\u001b[39m project at `~/Projects/Astrodynamics/GeneralAstrodynamics.jl/paper`\n",
- "\u001b[32m\u001b[1m Resolving\u001b[22m\u001b[39m package versions...\n",
- "\u001b[32m\u001b[1m Updating\u001b[22m\u001b[39m `~/Projects/Astrodynamics/GeneralAstrodynamics.jl/paper/Project.toml`\n",
- " \u001b[90m[8068df5b] \u001b[39m\u001b[93m~ GeneralAstrodynamics v1.0.0 `..` ⇒ v1.0.0 `~/Projects/Astrodynamics/GeneralAstrodynamics.jl`\u001b[39m\n",
- "\u001b[32m\u001b[1m Updating\u001b[22m\u001b[39m `~/Projects/Astrodynamics/GeneralAstrodynamics.jl/paper/Manifest.toml`\n",
- " \u001b[90m[8068df5b] \u001b[39m\u001b[93m~ GeneralAstrodynamics v1.0.0 `..` ⇒ v1.0.0 `~/Projects/Astrodynamics/GeneralAstrodynamics.jl`\u001b[39m\n"
- ]
- }
- ],
- "source": [
- "import Pkg\n",
- "Pkg.activate(joinpath(@__DIR__, \"..\"))\n",
- "Pkg.develop(; url=joinpath(@__DIR__, \"..\", \"..\"))\n",
- "Pkg.instantiate()\n",
- "\n",
- "using SPICE, SPICEKernels\n",
- "using GeneralAstrodynamics, Plots\n",
- "using OrdinaryDiffEq, StaticArrays\n",
- "\n",
- "furnsh(\n",
- " de432s(), # position and velocity data for nearby planets\n",
- " latest_leapseconds_lsk(), # timekeeping, parsing epochs\n",
- " gm_de440(), # mass parameters for major solar system bodies\n",
- " pck00011(), # physical properties of major solar system bodies\n",
- ")"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## Periodic Orbits\n",
- "\n",
- "First, let's compute a periodic orbit about Sun-Earth L2 (lagrange point \\#2)."
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 2,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "Orbit in Circular Restricted Three Body Dynamics\n",
- "\n",
- " CartesianState with eltype Float64\n",
- " \n",
- " x: 1.0083813698126463\n",
- " y: 0.0\n",
- " z: 9.331179561949786e-5\n",
- " ẋ: 0.0\n",
- " ẏ: 0.009754824993718688\n",
- " ż: 0.0\n",
- "\n",
- " CR3BParameters with eltype Float64\n",
- " \n",
- " μ: 3.0034805945423635e-6\n"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "orbit, period = let system = CR3BParameters(\"sun\", \"earth\")\n",
- " u, T = halo(system.μ, 2; amplitude=1e-4)\n",
- " Orbit(CartesianState(u), system), T\n",
- "end\n",
- "\n",
- "orbit"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "We can plot the orbit using built-in plotting recipes. Let's keep this figure\n",
- "handle as a variable too, so we can add on perturbed trajectories later."
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 3,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "image/png": 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",
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- "source": [
- "trajectory = propagate(orbit, period, stm = true)\n",
- "\n",
- "figure = plot(\n",
- " trajectory; \n",
- " idxs=(:x, :y, :z), title = \"Halo Orbit About Sun-Earth L2\",\n",
- " aspect_ratio = :equal, label = :none, background = :transparent,\n",
- " dpi = 200, size = (800, 400)\n",
- ")"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## Manifold Solvers\n",
- "\n",
- "The `AstrodynamicalSolvers` and `AstrodynamicalCalculations` packages, which are\n",
- "both included in `GeneralAstrodynamics`, provide functions which perturb a \n",
- "Cartesian state in the appropriate direction\n",
- "to produce _stable_ and _unstable_ (or _convergent_ and _divergent_) manifolds\n",
- "about periodic orbits in the circular restricted three-body problem. You can \n",
- "compute these perturbations yourself by using the `perturb` and `perturb!` \n",
- "methods, and you can compute convergent manifolds and divergent manifolds \n",
- "with `converge`, `diverge`, `converge!`, and `diverge!`. "
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 4,
- "metadata": {},
- "outputs": [
- {
- "data": {
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B1s/po6nt/G82DU69aacWiSyXZt5Ha9f3egVA0p+bMjFCudn7eBpLz/2vL7N+KwGQHpZOMfOrzV4EEVTMnpsyax8ASd+zSzS+z/9Hpl1579dQPwCS5zw9kMh8Sm935jLr/1tm3UtoXh9nJ9Vi38nypmXW3+wBkIfRuC7GHDFi/o+JKRz3ruI4nQyAlInMlmael9nmsy22sRXZAMgU0caVLA9kectNT1rPyUTWRtK2q2n+2U0HQJIlm5nVTLsDIMk5bPY5egCRHZNsc4j6U6yuVjcFQB7B0oErjQY8SZIkSVJXakcAJG8xyJdktstOS5P2xMy6H8h5jDdntntxzu1a8c+p/S/QfORrNgByKa13MrQaAFmJ96SOMU/z7JFsR1izDrtE9pr77+VX78oAyFMzv3tYne1/m9r3M91Z3WoAZKXSGSjHWL5zp14A5F05j/PwzHbNPq/rEQB5aGabQ0SwIo/fyGz7fRp36rUSAMleN5cus9+0AktrbZRZ2wDIIzPH+twy6z4ls+6HWjhONgAySf7O8z/NbNuoE3U3tfereaIjM4/sa7ubxhlEmz0AApGt1Kw4eLLcQAxmeA6tdVB3MgByHY0zj9J6qc2cnKD17/W8sgGQ1Sx5slZb9frMMZpldWYDIDeQL7Mxrd0BkDki6yuPT2a2baUGUV7dEgA5Drg205Z/6VBbJKnrrdV/BCRJUucdofnUI4nPZx4vNxLxs8D1qcfPoHlx7h5qp5KZBj6Ys22t+HTmmA9tcfu/ozvnTE+/rl5W9rryuJKY1iyRtyOym/wPcFvq8QvqrPPC1M+fZH3qk2Slz+kwy4+Qr+dvm68CVOfIT3TDOc1mI/0r+aeOeTdwOPX4/tTWMVqpn8o8fhvRodRMmfznol2ydVyWu89/itrr++ksP1XUcj5E7WdrOX9P7b20Xj0hiIyUdKf2/9A4cyvrosy6x7H2Ra+72fuI+jVfy7HuPYhaKu8n6iT9IbWB5G70DqIzvJkFIuMlsY14vVvRpzOPz21x+3cR/1/rpP8isvPy+ELmcTd8362FXiLbNT1A4SbgpZ1pjiR1PwMgkiRtXpcQGQ55XJt5vNwc09mR1P00L+KcFKROfIjaTsx2yXbONZv+K6vZiNROWc3rmiTmy88rfS00moO/my1Qe30+l9rpdB4EPDj1+D3r0KZ6suf01Ba23U/+IqclagOW3XBOs51wH25h2xmiPkRaO6b8eHjq5xKtzaP+cWIakvUwRBQZTkyz/Pu3QEwxleijWki6Vc2maku7Ffh66vGJ1L/GV3Mt1Ft/q0//8jViWpwfJwIiR3Nss52Y7vBbRBZgt8ozrWXimszj9brvlYBbVrisRaH21f6f6JPtasgqbITzvp4KRPbtj6SemyH+H36oIy2SpA3AAIgkSZvXdS2sO0PtyMqxJuv/M7Wjo+uNsmeZ31+Qs10Q0z09lxj5fRkx/VF6nuflpoLZ3sJxbiWmUFkvrbyu7Bzmrbyum4lO0LzSHWbDtFY0uVu8O/XzTiJLKfFLqZ8PABe28bhjxKjqC4jpgw4S7329c5rtTG7lnF5PvuyERPqcNvtsr4ezUj+XgW+0uP1lmccPrrtWfgPUdvxeR2TQ5XWMKDi8Hp5N7bXyYZq39Z8zj1daFPryVa5f7zydlXmcPbfNZNfP7m8rKhOZP88j7n8PA36HyBRKasfUc2+iNlerneTr5frmq/yfbOBntJ0NWcYBovbGSpa8AzAGiO+0txMDXfbTeOqz7P8DW/meKRGFxTutlf/Lduq8r5cCkdGbzgKcJ74XWhnoIklbzkb8g1aSJOXTSgceREdtMhVJs0ES1xNTTDy28vjhxLRZ9f5YHiemXUncwvJz1if6iFoNf8DKO21b+eN3vYIf6/26VnIdpG3EATNXESOhk1H9LyBqX/QBP5da731Ex9FqDRBz4b+G5vVZGlmvc9rp81mgNsPsIPlGqadlO0JXO8p3J7XvS97pVtJuYn1Gz7cy/VXie8To/iQA8UDgHFoLNpRp/X25MfO43lSJ2XPXSic3LO0cPa7F7Te7ReI8p8/1HqJWz09V/k3XujmOyKB79Ho1sAWt3PeyGVn1imHfi5hWK4/LgFe3cPy1UCCmb/wzIqNqJZrVRUubIN+UY2utle+HPOd9I/tzog5WogQ8H/hEZ5ojSRuHARBJkjavta5lcQHVAAjEaNN6HQTPpbaI5ntoPl3MADG/8TMa/H6B+ON8mtppvgapLdKbp4hxYi2mn8jqxOvqxpom6+ECqgGQZAq2R1Bb/6CVTKRGholsjvMb/H6emIZsitpgyzC1hbK3yjkdpbZTqtXgByztCF1uyr48xjOPJ1awj7WY0i/rntTWuLiN/NPDvJfaDIwX0VoAZJrWp/nKnqd6o8/T565Ebb2alRxjtdfCVnA7kSX3buAxRB2Qk1K/fxRxP7t4/Zu2rHbf98aAJ3bo2K0qEnWJfrXB70vEZ2GW2v/L9FJbQLyV75ljrTRwDXX6ve8Wfwy8MvW4DPw68fmVJDVhAESSJK3UfwB/Q3VE4S8Av8/STrLs9Ff/SnN/RG2QYLay3ceJqYVuq3MciM6cL+XYfz2tTCm0UtnXNUNkITR7XY8Fvrjmrdtc3ge8hQi+9RIBusekfv894j1frbdQG/yYIjqbLySmALqd+h04T6G9029tFO34nGWzWFbbQZbdvpVOwsR6ZNa8iNq2bSf/1FuDmcfPBX6P/HWiVvKeZLepd57SzxUqSyvXSLuvha3my8BTiWBYum/gGXRfAGQr+zVqgx+LRC21DxG1dm4hgu1Zp7A0Eyuv9fg/kfJ5LfH/60SZKHj+zs40R5I2HgMgkiRppSaBjxCBD4gMhfOpncf63tQWuf0yMT3RcnYDv5t6fJgo9phn/vluqG/QSL3X9QRiappmuvl1dasjRCHr51Qe/zqwL/X7dy/ZonWnAb+SenwX8HjgyhzbbtVzOklkOiV/h2SzL/LIvnerzb7IZhGsZN74tT6fRZYGk4eJa3AldgDPJP/o4SSQ2Eo9oey5rXeeDlOdGqtAvPetTHXU7muhns02jU7Wt4nv8mennjtnDY7Tbe/jfuAfcq57xVo2pIl+YvBEYg54GvDpHNtuthoYW9HvAW+s89zfdaAtkrRhGQCRJEmrcQHVAAhEB106APJCakcB55ly6GlErYbEG8lffHdPzvU64enUvq4/Il/wA2qnSlJ+F1ANgKQL+y4A/96G/T+T2k693ydf8AO27jktE4WCkznsd1SWQy3s4/TM49XW7zlEbVBmJUWgVxqIyOtHqZ3Kph1eRGvTp9wTuLrF9dP211nnALXn8zRaK7ae91rIZta18ndwK4WjN6qvUhsAOb7BepvpfbyF2noK3eo8amvbvJ18wQ/o7v8TqbmXElmmab8P/HUH2iJJG5oBEEmStBqfJYrWJh1dzyI6OQ4TI5afl1p3Gvhgjn0+MPO4lWmCHtbCuutts76ubvY/RCfXvszzFwJ3tGH/ntOVuRx4UuXnAnA2+WtZwNLR6audymwO+D5wVuXxPYji3Adzbj9OFFReSy/MPP44KxuV/stUC4+fTwRV8hY3fwitBUDOzjyuF9j4JrVZgg9tsF4j2c9Ro2shW2umlZHx92lh3Y1qOvO4UaaP7+P6W833zMObr6Iu9WJimtm0PwT+tANtkaQNzwCIJElajTJRm+MPKo8HiVGk7yKmrUqPWP4Q+aYn2ZV5fCBnW/ppXFy8G2zG15WtH9Bt0zqViFogr8o8/5427X+l53QEeHKb2rARfZVqAATgp8kfABkmssTSLm1Dm/6XagCkQARz/ynnts9kbWuAbAd+IvW4REzpdusK9jVW2Raq02plp1dp5FnAf+Zc91RqAyC3VJasr6baA3Et/GPOYxSozVqAxtdCNpjVSmf8j7awLtS/L+a9N3RKNoPpzgbrZd/H+7ZwjPObr6I6Vvo9A/BT7WxITvWu/7y1hhR+EXgHtRnUbyH/vVqSlLEexfokSdLm9s/UFst8QebfRJ7pryCKSKedlHO7F9Hd0z2s9HX9It37urKjgRtNm9JJbwNenVpeBVzUpn2v9Jz+BjHt01b1AWrvGT9P/mv816gddf4N4Lo2tCnbsf+b5PtbqQj8VhuOv5znETU4Ep9jZcEPiIBg2ovI/zfhM4nsmDxeSm3n3X80WO8T1GYfnE81ENXMs6idAut24EsN1r2C2umbnki+wu47WZp908x63xdHWd3AxgGWdpR/o8G61wMTqcePo3Zqx0ZGiM+uWrfS75knsTQLaz1shP8XdLMXEoOI0vflvwZe0ZHWSNImYQBEkiSt1vVEcfPEo4k/up+Zeu4WotMuj2szj38uxzb3A/4i5/47ZSWv6wy6+3X9MPP4QR1pxfJuAt6UWv6CmPKoHVZyTh8CvKFNx9+orqD2fjBKBKqaFUk+A3hd5rm/bVObPgtck3r8YOB3cmz3W8S0TWvpRZnH2SBGKy4h7tmJexKd2HkMAn9P8/P0MOAlqcclokOvnoPAv6Ue9xAjn4ebHGM3S+fBfweNP9vHqK25dC9qv6Pq6SGygLLF3JtZ7/viI4AfENdJnmBEWoF4H7P1Wj7aYP0SkbWTOB54fo5j/B2wt8W2KWQDvHm+Z3YD71yDtuSRvf7P7EgrNqbnEBlw6X66twIv60xzJGnzMAAiSZLa4T2Zx/8GbEs9voClxVMb+WTm8e+y/DQO5wNfIKZZKOU8RidkX9fLgJ9cZv3zgc8TncPd+rqy0838HjH1WZ6R1ZtB9py+ltqpnbKeRkz1NET3ntP18gpgPvX4mcR0eo06mx8FfIraada+xuqCAWll4vpNezORCVLvei4QmTx/mdp+LTyI2lHcM8BHVrG/MvDvmeeyAZZG2wE8lbjfb2uw3mOIGgX9qefeAVy1zL5fT+30iOcSNU4adZifQRSBTk+xeAPNCwP/S+bxO2lcI2Ev8T4/k8b1MBq5JPP4jaz9SPx7Ae8Gbibeh4fRPFB1FpGB8+uZ5z9N40waWPo+/jVx36/neOIz+kJafx83oh5iQMZKl3qfq4upDez9DJFh1cjZxPk7mc58z2Sv/zewtG7TZrKXlZ/vdH/czxCflfTn9mNEkP+0FpedSJIkSdIGcQbR6ZQszQryPjqzfqtzBR9Lbbtc50c924hpMcoNllbmCYfoQMvu4yLgV4EfIzqSX0p0Jie/nydqkaS3+cMmx5lJrfuVFtuYuDS1j4km616UaV+JeK2tvq4/yO44Y5aVv66PZ47Vv/zqfJ6l52qOyLy4LLVkO11X40DmeM1Gi7fiCZl9X9xk/S+y9Jx+lChg+qPA04lgV3q9GaLTN73d7y5zjIHMuv/d4mv6fObYy3l75ljZ2gBZr8ys30ptk1ex9Nq5kxjx+nyi8/k3iGtyIbPeYZrXcTghs82/5mjTv9Zp09eJc/i0yvIyIviS/P4qorM8vc3uHMfK428y+/1AG/aZ/W6ZIuqMZH0ztc4hIpCRPL6ZKMb7k8CPE1P1fYQIdKf3fS35MiieQ3x20tseITIwXkRcC78MvJ/a+3aZuN/lyWIZBW7MbLtQaffvAb9CXJMfovb78KWZbZrdy3qIUfvZ62i68nz6vvhXOdrdzI/WOVaZmIroYiJr5w2V1/ZGYkDCFQ22uY3mn/kB4PuZ7UrE99sriPfx5cS5Okrj9/F/mhzn4sz6rQzezN5bntjCtq14EPXfx5UuP0F9b6uz7peJDLQnAU8hphj7GLWfwddktmlWX+eq1Lr1avbkUSSyQLLtnWHp9Z8t8g3wZ5ntzm3h2E/MbJut/9UOX6C1c7rckr7vfrCN+7VQuiRJkqQNYyMFQADeS/0/xFayr71EB3reP/ZKREfpYzLPd1sAZKWv67GZ57spAHIf4K4cr+XbLbZjOd0UADmV6LTPe04XiPo4T8k8vxUDIAC/zdKO72bL7cRUYs2sJADST/0AbKPlMDHFywWZ59sRAOln6WfrWW3YL8R0UOn9/nKddbIBkCFi+qO8781NxLXm4OEAACAASURBVOcjr58ngqetXAuTLJ91lfUEIuCTd/+vJ0ZTp5/LE8x9bKVtzfb/sRba3sj5Lbye5ZYryV8c/hwiQJV332+tbJd+zgDI0qVRAGQbSz+zzZY/J7JA0s+tRwAEImNvuUExyfKJOtsaAFn9YgBEkjKcAkuSJLVLoyLneYufp90GPJJ8dUNuJUYHv20Fx1lvm/F1/ZDoAH4r0TG91dxAzMGfnQ6s0bpPYWWfic3qrUT2U54AWYmY5uds4PI1as8cEWR4Pc1rxXyT6Oj7zhq15RnUFhA+TIyyb4d6xdCbmQYeTzUTZDkfIaaXuqHFNj2S6GDM46PEtdBKQPBzRMAkW78n6zDwbOI6WIkvEUG6f6L54IXVupiY8upNRBCjVTcQgcyzWFq/oZHLiGmvrmiy3iSRHfTbK2iXqiaJz16eDLBDREDz1WvZoCYuIa7/fyQGLEiS1FFbZX5mSZI2ohHgvNTjOZYfjb6d2nmWr6d5J0/aE6jOPXyY6OBoRZH684BfSmSXrNTjiA7Jc4BdxJRQtxJTsHwa+C8i4wGWvgfXUlvwN+tHqA4IOUJMddOqRwI7Kj8vEHUK8ljudX2KeF1JB+x6vq4HV9qT+CytzSO+G9jH0il1Jqktnrsa51Fb7Pdz5K8x08wOaotaHyQ6uvM4n+i0Ppt4D2eJc3ojMdr5Qqp1L3YR73Xih8SI+Xqyn60DtBYAeCjVa7REnNNGHgDcI/X4c0THdyP3AO6denw5K+vwKhJZbE8hOmJ3E6Oe9xOBtc8R798NLeyznzgniVtpLRNpHzE10+OJkdS9lX1cTWQBXEI1EPAAYE9q2y/SPIDSzH0rx020ci02k72nwNLP+rnEtFEQ97bPp353T+AXKvs4icgOuY04/+8HvrHK9j2UuBbOJYJAxxHXwp1EVtsnWFlnf6If+GkiY+l04vN4F/EZ/CQxGnuqsm4ftd/FdwLfbfF4pxDX9Fjm+f20NzsO4EQiG/Is4hraVznuMPHdfpR4nd8hvp+TLMaV6CUC9U+tHGsX8flPvp//o3K8RPrz2Ow+dja1tQySqSHzOJU4r4lvsjaBqFEi26ddLiOuw+U8hKgXcS5xrsvEPfIW4j75YeL7FmCQuBYSt7F80OpRVDMqZ1lZBm89JxP3x+z1fzeR2ZJ2OrWZY18n/h+Tx05q6+1cQ2vfGXmcS9yP2uFTVGvjnElkLbbDDcRrlyRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiSgp9MNkCRJkqR1NET8HbTY6YZIkiRJWlvFTjdAkiRJktZRH9Db6UZIkiRJWnsGQCRJkiRJkiRJ0qZjAESSJEmSJEmSJG06BkAkSZIkSZIkSdKmYwBEkiRJkiRJkiRtOgZAJEmSJEmSJEnSpmMARJIkSZIkSZIkbToGQCRJkiRJkiRJ0qZjAESSJEmSJEmSJG06BkAkSZIkSZIkSdKmYwBEkiRJkiRJkiRtOgZAJEmSJEmSJEnSpmMARJIkSZIkSZIkbToGQCRJkiRJkiRJ0qZjAESSJEnSSowDg51uhCRJkiQ1YgBEkiRJ0koUKoskSZIkdSUDIJIkSZIkSZIkadMxACJJkiRJkiRJkjYdAyCSJEmSJEmSJGnTMQAiSZIkSZIkSZI2HQMgkiRJkiRJkiRp0zEAIkmSJEmSJEmSNh0DIJIkSZIkSZIkadMxACJJkiRJkiRJkjYdAyCSJEmSJEmSJGnT6e10AyRJkiQpowCMA4PAbGWZAUqdbJQkSZKkjcUAiCRJkqRuUgR2EMGO/UAfEQgZrTw3A8wRQRFJkiRJasgAiCRJkqRu0QPsJIIbRyvPLRJBD6gNhmynGggxO0SSJEnSEgZAJEmSJHWDPiL4MQFMNVhnvrJMEJkiA1QDIotUp8uaW+vGSpIkSep+BkAkSZIkddogUfPjMPmntioB05UFoJ8IiIwRmSRzRGbILGaHbCQ7gYOdboQkSZI2BwMgkiRJkjpppLIcJLI7VmquskwQAZAkO2SManbITMOt1Q0KRCBLkiRJagsDIJIkSZI6ZZzo8D5ABCnaZZGYRmuKaqd6P1E3ZLzyfBIUKbfxuJIkSZK6iAEQSZIkSeutAOyo/Hw3axuEKFOtDTIBLBB/Bw0TAZH51O9Xk4EiSZIkqcsYAJEkSZK0nnqI4Mc8cKQDx18kpso6RjU7ZIBqQGY2tZgdIkmSJG1gBkAkSZIkrZdeosj1NJGN0Wnp7JCjVGuHJNkhSV2RGSJzRJIkSdIGYgBEkiRJ0noYIIIKR4kASDeqVztkgAjagNkhkiRJ0oZiAESSJEnSWhsGRoFDREbFRlAvO2QQs0MkSZKkDcMAiCRJkqS1NAoMAQfY2IGCRaJuSFI7ZACzQyRJkqSuZgBEkiRJ0looAONE5sTdQKmzzWmrMpH5MVN53MvS7JDZyu8XO9FASZIkSQZAJEmSJLVfEdhBBD0OsvkzIhaAycrPRaq1Q3ZRDZYk2SGSJEmS1okBEEmSJEnt1ENMC5XUzthqSlSzQ44AfUQwZBsRFErqhsxidogkSZK0pgyASJIkSWqXPiL4MQFMdbgt3WK+skxSzQ4ZJGqjJMGSZMosSZIkSW1kAESSJElSOwwSNT8OY2d+I+nsEIiAURIMydYO2Uw1UyRJkqSOMAAiSZIkabVGKstBIttB+STZIRNEdsgA1YDIItW6IXOdaqAkSZK0kRkAkSRJkrQa40QmwwGsabEaJWC6skC1kPoYUVclXTvE7BBJkiQpBwMgkiRJklaiQBT1niGCH+XONmfTmassE0QAJMkOGaOaHTKDGTeSJElSQwZAJEmSpO43BhztdCNSeohi55PEtFdaW4tEUfkpIvDUX1m2E1NnJcGQWQxESZIkSf/HAIgkSZLU/YaJTIBu6NzuJYIfs3RXUGarKFOtDZLODhkmAiLzqd+bHSJJkqQtzQCIJEmSpLwGiE72o5Wf1Xn1skMGiOnJoBoMMTtEkiRJW44BEEmSJEl5DAOjwCGiNoUBkO6Tzg45SmSHDFLNDknqiswACx1qoyRJkrRuDIBIkiRJamaU6Eg/gB3nG8kicKyyFIig1QAxhRmYHSJJkqRNzgCIJEmSpEYKwDiRSXAAKHW2OVqFMpH5MVN53MvS7JCkmPpiJxooSZIktZsBEEmSJEn1FIk6EiXgIGYIbDYLwGTl5yLV2iG7qAZLZonAiOdekiRJG5IBEEmSJElZPcQ0SUktCW1uJarZIUeAPiIYsq3yc1I3ZBazQyRJkrSBGACRJEmSlNZPZH5MAFMdbos6Y76yTFLNDhkkasEkwZJkyixJkiSpaxkAkSRJkpQYJGp+HMbObYV0dghERkgSDMnWDrFGjCRJkrqKARBJkiRJACOV5SAx+l+qJ8kOmSCyQwaoBkQWiWBIUjtEkiRJ6igDIJIkSZLGiZH9B7DGg/IrAdOVBaqF1MeIOjLp2iFmh0iSJGndGQCRJEmStq4CUe8DIvhR7mBbtPHNVZYJIgCSZIeMUc0OmcEMI0mSJK0TAyCSJEnS1tRDBD/mgSMdbos2n0VgqrIUiOyQfqJuSJFqMGQWA28bxTBxLo91uiGSJEl5GQCRJEmStp4+IvgxTYzWl9ZSmWptkHR2yDAREJnHuiEbQZEIgEiSJG0YBkAkSZKkrWWA6HQ+SrV2g7Se6mWHDBBBuV3EdZkETMwOkSRJ0ooZAJEkSZK2jmFgFDiEo+3VHbLZIb3AAtXskKSuyEzleUmSJCk3AyCSJEnS1jBKFKQ+gB3J6l6LRI2JY0R2yEBl2Vn5/Sxmh0iSJCknAyCSJEnS5lYAxom6CweAUmebI+VWJjI/ZiqPe4ggXjo7JCmmvtiJBkqSJKm7GQCRJEmSNq8iUVehBBzEEfPa2BplhxxX+f0M1WLqXuuSJEkyACJJkiRtUr1E8GOWKHgubSbZ7JBeIjtkhLjuzQ6RJEmSARBJkiRpE+onOoEngKkOt0VaDwvAZOXnIvEZGAB2UQ2WJLVDJEmStEUYAJEkSZI2l0Gi5sdh7OzV1lSimh1yBOgjgiHbqGaHJAERs0MkSZI2MQMgkiRJ0uYxUlkOAvMdbovULeYryyTV7JBBYJRqsCSZMkuSJEmbiAEQSZIkaXMYJ0a6H8BR7VIj6ewQiM9MEgzZTm3tkFInGihJkqT2MQAiSZIkbWwFYlofiOBHuYNtkTaaJDtkgsgOGaAaEFmkWjdkrlMNlCRJ0soZAJEkSZI2rh6qNQ2Odrgt0kZXAqYrC1QLqY8Rn7V07RCzQyRJkjYAAyCSJEnSxtRHBD+OVRZJ7TVXWSaIAEiSHTIOLFCdKst6O5IkSV3KAIgkSZK08QwQ9QqOUK1lIGntLAJTlaVAZIf0E5/DItVgyCxOQydJktQ1DIBIkiRJG8swsA04iCPPpU4oU60Nks4OGSYCIvOp3/sZlSRJ6iADIJIkSdLGMUpMwXOAGJEuqfPqZYcMEFPUQTUYYnaIJEnSOjMAIkmSJHW/AtGZWiCCHxZglrpTOjvkKJEdMkg1OySpKzJD1BGRJEnSGjIAIkmSJFUViP8jd9O0NUWi4/QO4BCOIJc2kkXgWGUpEJkhA8DOyu/NDpEkSVpDBkAkSZKkqn5ghKiv0Q16icyPeeAwdpBKG1mZyPyYqTzuZWl2SFJM3SnuJEmS2sAAiCRJktSd+olO0aTIsqTNZQGYrPxcpFo7ZBfVYMksERgx+ClJkrQCBkAkSZKk7jMEjBFTXs0B451tjqQ1VqKaHXIE6COCIdsqPyd1Q2YxO0SSJCk3AyCSJElSdxklAiAHsEiytFXNV5ZJqtkhg8T9IQmWJFNmSZIkqQEDIJIkSVJ3KBCZHr3A3UQnpySls0MgMkKSYEi2doj3DUmSpBQDIJIkSVLnFYli5yUi88P5/iU1kmSHTBD3jgGqAZFFIhiS1A6RJEna0gyASJIkSZ3VA+wkOiyPdrgtkjaWEjBdWaBaSH2MuLeka4eYHSJJkrYcAyCSJElS5/QRmR/HKouqRoiO3GQ0u/VQpObmKssEEQBJskPGqGaHzBAZJJIkSZueARBJkiSpMwaJmh9HqM7trzBGdNxOEiPaRyrPJ523czhNmNTMIjBVWQrEZ6mfqBtSpPp5msXPkyRJ2qQMgEiSJEnrb6SyHMSR2GkFonO2QNRCSab3gRjNPki8bzuojnSfwewQqZky1WyqdHbIMPGZm0/93nvSxlTAQJYkSUsYAJEkSZLWV5LdcIAYoa1QJGqhLACH6vx+kepUYQXiPRyobAPVzltHs0vN1csOGSCCi+DnaSM6AbgLz5ckSTUMgEiSJEnro152g0IvEciYJkanN1MmMj+SqcN6ieyQZDT7HNXpfQwySctLZ4ccpZptlf48zRGfMz9P3avQ6QZIktSNDIBIkiRJa69ZdsNWNkB0sh6lOt1VqxaIeiFQmx1yXOW5pM7B3MqbKW0ZjbKtdlQeJ/VDzA6RJEldzwCIJEmStLZazW7YSoaIKcEO0b7gRKPskKR2yABxLswOkZpLf54Wgb7Kv2ZbSZKkDcEAiCRJkrR2+olO99VkN2xWo0QA5ABrW8Q8nR1SBHYRU/zsotq5m4xml7S87OcpqR1SL9vK7BBJktRxBkAkSZKktbEW2Q2bQQEYJ/4WuZv1rYVSojpS/Rgxmn0A2EYEquaoduA6ml1aXvJ5apRt5edJkiR1nAEQSZIkqf3WK7thoykSHaMl4r3p9Ajx+coySXU0+yBx/pLO3WSKH0nLa5Qd4udJkiR1jAEQSZIkqX06md3Q7XqIWiizxJRg3SY7mr2PajAkW+vA8yotL/15OoLZVpIkqUMMgEiSJEnt0W3ZDd2kj3hvJoGpDrclryQ7ZII4twNUAyKLVOuGOL2Z1JzZVpIkqSMMgEiSJEmr1+3ZDZ00SGTFHKGaXbHRlIgi9kkh+2RqnzHi3KdHs5sdIi3PbCtJkrRuDIBIkiRJq5NkNxyrLKoaqSwHidHfm8VcZZkgAiBJdsgY1eyQGTbXa5bWitlWkiRpzRgAkSRJklZuM2Q3rJUxoiPzAJt7jv9FYlqvKaIGTH9l2U505ibBkFmcFk1qxmwrSZLUVgZAJEmSpJXZrNkNq1UgOv8LRCH4rdTpX6Y6Wj2dHTJMvCfzqd97zUjNNcq2GgcWMNtKkiQ1YQBEkiRJat1WyW5oVZGohTJPZMVsdfWyQwaIKdOgGgwxO0RqzmwrSZLUMgMgkiRJUn5bObuhmV4i+DFNjNZWrXR2yFFiNPsg1eyQZKT7DDGyXVJjZltJkqRcDIBIkiRJ+Zjd0NgA0el4lOrc/VreInCsshSI93CAuMbA7BCpFWZbSZKkugyASJIkSc2Z3dDYMDAKHCIyGNS6MpH5MVN53MvS7JBkeh+nXJOWZ7aVJEn6PwZAJEmSpOWZ3dDYaOXfA9iR2E4LwGTl5yLV0ey7qAZLZolOXEezS8sz20qSpC3MAIgkSZLUmNkN9RWAcaJj8Tag1NnmbGolqtkhR4A+ovN2W+XnZCT7LGaHSM2YbSVJ0hZjAESSJEmqbxQYwuyGrCIxr34BOIjBj/U2X1kmqWaHDBLXaxIsSTpxJS3PbCtJkjY5AyCSJElSrQIxErgXuBs7+NN6iGljZoHD2CHYVn//L//wuvmbev9gx9S24vh8H4MLRUoFmOpf5GDfdPnQtonZV73yJcOpTdLZIRAZIUkwJDua3etYWp7ZVpIkbUKFTjdAkiRJ6iJDwElE1kc3dfDvBu6ks+3pI4IfE8AU0cE+y8arizJGtSZAx/3Vn759/sH7T+jZO10uDCz2UV52jFqZcmGOI31lvr99vnzH6I2HX/HqV+5ssHKR6LwdJEa1L1Ktc9Ct07kVgBOBOzrdENW1jThHE51uSAeks60G6M5sq274npAkqesYAJEkSVKnjBFT+XRLB3oP0YHUC9zY4bZkdbpja5Co+XGYamefAZAVeuGzX/i5p532tPPOPFwo9JaGan5XYIGFwjzzPTBXgGIZ+kpl+stFiuV+yhRT685xy/Ail+69rTzD7Gf/8FUvP3+ZwyZT+wwQ13p6NHu3ZIcYAOluWzkAkpVkW6U/T53Otur094QkSV3JAIgkSZI6ZZwIgEx1uiFUsxvmqNa26Cad7NgaqSyHiPOVMADSogsvvfB18x+dft2Zh4oFyoOVZ0vM9Mxy/Ta4cnw/E8XD0FNikDnKi8cxV+inpzxPuQjMHGZv+VQecGiIE2eSBA8olBe5ZXiOL+67ifnFxdJ0YWHnm1796iPLNKWHajAknR0yQ+05Xm8GQLqbAZD6uiXbygCIJEl1GACRJElSp3RLACSd3QDR2W8AJIwTHXoHWTrnvQGQFrzjDRcs/sit24o95STjY44bRhb56gk3M9s7z7b5Xm4f6GVn6VooDzFXHmZsfpTR+XH62cY8A8z0Qv/CAnM9sxxY/AGnL9yPc+/upzfZZ2GOL++a4Zpt10PPUHn7TO+zXva63/xYk6YViHOcTO9TpBoMmWV9rzkDIN3NAEg+ncq2MgAiSVIdBkAkSZLUKd0QAMlmNwxgAATi74QdlZ8PNTiuAZAcXv9X/99dT7p+3/EnzgxQpkCBeX44tsDXjr+BUvEIc6VTGSl+h1m2sWP2REbnT+fLx8GRoa9y0uyN7JnuZWB+G73lHnqB6WIfA6V55gowV5zl8OAC97/7cTxm/xCF8gBQ5mD/LBftuxEKR5jvWSz39tz7J173sud/PGeTk+yQZDT7PNXR7GudHWIApLsZAGndemZbGQCRJKkOAyCSJEnqlE4HQOplNxgAiQyAncS5WW4aJQMgTbz1T/5p4Wk37ugpVKa7Otw/wyf33cJC8W6OFfewg+uZXdjOaZP35+I9Bej9OGcd6qdcGmNioIeR0gLbSiXmyzBHmalikVIBZop99JcW6SsXGSqXGS7NcmB2J088dH/2TkegZbEwzUfvcReTvYdZKO9gmIPlqYXTT/6T1/7MrS28hCQ7JAmIQDUYshbZIQZAupsBkNVZ62wrAyCSJNVhAESSJEmd0qkAyHLZDVs9ANJLBD+mad7JaQBkGe9/zQdK5949WChXZsD54onHuG7bLfSUT6C3+H3m2cm+yXO46KQfcOaxyxmZOZHpoQI758pMM8tdxTHu6t3FTH+ZXfOznD49yylTc4zNQ/9ikTJlZvvK3N7fy03DA9zS30+JRc49uJsn3jEK9FFgjotOOsCdg0cZmR9itu9aiuUzjr72Nb84vsKX1UO18HM/MbVPMr3PQhveNgMg3c0ASHu1O9vKAIgkSXUYAJEkSVKndCIA0iy7YSsHQAaIoMZR8gU1DIA08NmXfaR06sRAAWC2OM1H7nEzCxxhcmCewVKR04+cxX+ddBdnT3ydxdJutlGmzDQ39ZzAbYMj3H96gifeucjxU8ezv3cHtw4fx+G+nUz3jjFfHGC+EMkYveV5esvTDC4cY2z+ECfNHGT74n4+s3uBZ924h2J5CFjgM3sOc9vQnQyWShweOMD47B7uHpp55Vte9po3r+JlFqhO7TNQeW612SEGQLqbAZC1045sKwMgkiTVYQBEkiRJnbLeAZA82Q1bNQAyDIwSGTFzObcxAJJx4aUXvu749828ftfsEFDm9sFZPrX7h/SWdtIzcA0jUydy9dgDGej5d3ZO72WEAnNMcGX/vRnnGD9z2wID0yfz3dFTuX3kNPb393Pr0DEO9u9nofdmCsXbKRbuYrBwFIAFelks76Bc2k158SSGFvZxwuw4e2f6Gel5P8+69mT6S0MUyotcvPcwtw3dRl9hlrsGFtkxW2Cqd/fsm17+a4PLv6rceqmOZE+yQ5LpfRaX2S7NAEh3MwCyflaSbWUARJKkOgyASJIkqVPWMwCSN7thKwZARoEh4jW3Mo2RAZCUF/3Miz770l1Pf8L4/CAFSnx3+wyX7bqGuZ5tDJZu55SJh3Phvm/wmP1TLPb3Ui5P8d2+e3OfucP8xM3b+OHwffnB+JlcP1zmhpHr6On7PNsK1zJfmOJwYZhiqY+BUpmhxTJ9ZRgozzNd7GOuADM9RWaLZXoLM4yVFoAxjpUezIOPFXjRFbsZXByiwCIX7b2bw32HKPUc4Y7hfk6cm6Jn7izKPV96xmtf/bd5i6TnUaQ6mj3JDknqHMzR+Do2ANLdDIB0Rt5sKwMgkiTVYQBEkiRJnbJeAZBWshu2UgCkQJyDXuL1llrc3gBIxS///K9+4iXjP/bUsfkhKJf46gmT/GDHtcwUFxiYL9Kz+Fgmtl3A6PwJjC2Wua54PNuY5edvHOPybQ/mB9vvy+Vjt1Ie/BjDhSs4UBxm51yBsyYP8dDDJU6fGKZ/YTvHyqNM9owwxwDlci+F4gxji3OMLk5S6DnC5MAhrhif57LxAX4wtJ2pvjkeduRMXvz90+grDQNzfOiUO5gtlij03sXNQ4OcMn2E7dNnc/vIJd9+4yv++sHtek8y+qiOZE9GsycBkXR2iAGQ7mYApDs0yrbaDtyGARBJkmoYAJEkSVKnrEcAZJToKDpEvuyGrRIAKRKF4EvA4RXu1wAI8NfveevLH/f1k9+8Y24QKPGlE49y/fDVzA/MMj41zpVjp3HmxBdY6B9lvjTDFUMn85Lr57l54MFcvuMsvrbzSkb7/o2J4jTHzRR4yoHDPHL/Tm4vnMZXxk7i8vEB9g8fYb7/bsbLBxkpTTNYngVgvtDLscIIh3pGmS8dz+jsTu57pMAjDh7jodPXMT94A585YZrpmcfxszffi2J5iDIzvO9eNzDPCIOFu7hxGE6dnuTEiTO58rjL59/yO2/pb8f7sox0dki8aREMSab4MQDSvQyAdJ8i1cyQk4nvicPkn8pQkqRNzwCIJEmSOmUtAyBJdkMPEfzIm92wFQIgPUQtlFliSrCVMgACfOWlHy7vmY5+/C+fOMl1o1dTLkxwwrF9fGHvPA89uJ++niLXFsY5fXaeR9xxKhfvOY9Ldt7GwNC7OMICDz8ywc/e0s+dpTP5wO69XLPjNk4pX8EDpu7mvse2MTh/Mj3zJ9FT2sl8aYhyAQoU6C0VKRQnWOw5xGLvbcz33ciNIwf4wdB2vjtwBj1T9+FH71rk6Qeu4pMnnsxP33gy0M90zxT/ue9qZvoG2Dm/yLVjh7jnbIk9R87gshOuYM/E7r2///u/e3s73p8ckuyQgcrP48DNLM0OUecZAOluu6lOZdhqRp8kSZuWARBJkiR1yloFQFaT3bDZAyB9RPBjgtW/71s+AHLhyz9cOuPIYKFAma8fN8n3R6+iODDJiUfvxef33MQDJhYYNA9NfgAAIABJREFUKc1y2fBp/PoNM/xg6Dy+tOt4Do6/i5niLTzq0DGefdMO/mf0XC46aZJ787+cd2iR4ybPYbJ8KjcNT3HryK3c3X8XpeIB+goTDCxW+zXnCgVmi33MF7YzOn8cu6d3s+/YPk6ZGaGn9wqmhr7G18cn+MrIOWw/cgY/dmiBJ916PFDkhpFpvnji1cz2T3DyxD5+uP1Kds8Oc9LEffnSiVdzyrHCM1/76j/52Grfoxb1APuAI8RnMZ0dMrvObdFSBkC6mzVAJEmqwwCIJEmSOmUtAiCrzW7YzAGQQeI9P0x7OpO3dADkPb//76Xz7hotlCnyw7EZLj3x+1CYZO/Effjyniu4z0QPQ+U5runfzYuv285/n/hkPn/Ctxjs/0/2Hlvk164b5MKxR/GVPbfwxKnLOfPgOdxZuDff2X4dhwav5J5Th7jPZJnjZwc4Vt7LHb3Hc3fvdiaKw5Qo0l+eZ6x0jOMWjnDK3B2Mcju3DZW4ZluBH2wrMl3cx30P358HHT6dod7LuXP8M1w0fg9+/odP5QGHhylQ4tN7DnL7tusolic4fvKR3Lr9MwwtbOe0ww/g4n3f5eSjhT973Wv+/P+1523PJVsDpI+4bgeIz3YSCJnBEe6dYACkuxkAkSSpDgMgkiRJ6pR2B0Dakd2wWQMgI5XlEPGet8OWDYC89Y/fsfD0G/f0QC/7B2a4aN+VLPZOc8rRe/DV3Vdw72O9LC72UCqMce5d9+O/9pzDTTvfxhx38Fs3HOWOxcfyoVMneOrEtzjt4BO4fLTATdu+xlkTd3Pa0VG+0/9wLhk5k+8Mn8KxgWnGuYUR9jNUOEIfUxQKJebK25hjmMnyCRxhH0fL+zh15jDnTF3JYya/xdkz3+IHY3NcsrOXY8V78vD9j+A+M7McHPsw973xhYwuDAGzvO+06+ifH2Nh8Br6Zs6n1H8hs4xwv8Nn8amTv8o9pgY/+Iev+NNnt+3dX95yRdCTWgdJ8edF4vqbxXoH68UASHczACJJUh0GQCRJktQp7QyAtCu7YTMGQMaJDuODtLemwpYMgLzxb/7u2M9dsXe4UB5ktmeKD5x8LVMDs5w8uZOvn3Aj95ssMMUA+6aHGZl5NB/ZO878yF9y6rFZnnvdSbzptNM4u/xZzt5/HpeOzzHffymPurvM93oez0e3P4a7hw9zSvF/Oan4LU6fmuT4qV2Mze5k29wo/QuD9JX6KBVKzPXOMt17jMn+oxwaOsBdI7dxR88ubucsbiw/kjsXzuZRk1fx7MOf4UFzl/G548tcvn0Xj7jzPGZ6JnjOtfcABjjSP83H9l7DZP8Yg+U7OdD/YE6ZuYQDxVHOPHwOl+z5OHund37+D1/5x09o61mob7kASFZSSD2dHTLz/7N33+FxlPfax79TtmtXK2nVZdly7wXbYNOLaQFCQgiQkE5ICDkh7SSQikk5qSeNNFJIIUASSigBAqF3G1xw75LV22p73515/xjrlePYOdiWvWv597kuXRjZWs0zu6Py3HM/D9ZrUtohR4YEIKVNAhAhhBBiPyQAEUIIIYQQxTJaAchothvGUgCiYO2FAta5Ge1JseMyAFn/sftMT96FSZq7J+wmZVOpzORYUxVidjxHzHAxJ+FmiPN4cFwf2O/kfR0J+gtnsrp+A+/sqWKjs56Y8zkWDbr4m/dyXq6ookV7nMXpDcwITaA5PInGeB3OfAbNTKKSRjGyqMrIvL6JjqHYMXCSVzwU8JlD7qDSUd5Kq38bu/xt7ORENpmXkMlN5/3BR3lH5BGer8mwsryWczvO4ezeSsDkuZoobf6NZJUsFelqVlYbLAyH6bb5mBE+g50Vv6ciW/3yl2/85imj8xQc0MEEIHvTGAlDHFibQA8vlTVajSchAUipkwBECCGE2A8JQIQQQgghRLGMRgAy2u2GsRKAaFjhRw5rQ+kj4bgLQB753P3GjLBTUSjwyLh+gloaVRtii8/J7NgAMdwsDLvZ7biYx5teRVOe5cZtGrfVL2Kx8TyB6DJWVb3EKQNp7iu7mnWVBRab93FmfzmzBhbQELdhNwbRzRARm4MuZx1BWwVhh5+06iCtOgBwGWlc+TT+fITqTJCGVI/pyyeUguolp1SSUapJ6Xa2BdazvvZ1tpYZrDHeTWfuHK4dfIR3Rh/gwYYCl+64hqqME8hw95RWbGk7hqON+ugJrKh7hpZkNUG1HHv+LBTbr9GNuue+8vmvnzmaT8Y+DjUA2fcx7HvenFhLZw2HIRlkcvhwSABS2iQAEUIIIfZDAhAhhBBCCFEshxOAHKl2w1gIQHSsvVBSHNmJyuMqALn1a78pXNRRq4LGhvIEbwQ2YygZOp1TaUlvImvamBP1ssv5dp5tfABvfi0f2d7Izyfbuao/zxueMsZlXmOzeRlPVFdzqnE353W3MK9vGr7cADk1ygbfFDZ7p7LLNYGc5sJlGDgNA5tpopkmmgl5BQqKQl5RSKkqKVU1Mqqq+nMRpsR3MSu+lVnRbYZq6mpGqSejNpqdvh5lZePzrPcPsZIPMZQ9lS/1/I4wNt7dMxWw0+NM80RdK0lnBZ5CK/bMudhsd6EoXsqStbxWsZgpqXvIKOUP3nzTN992RJ6Z0QlA9jXcDhneOyTHyN4h0g45OBKAlDYJQIQQQoj90Ip9AEIIIYQQ4rjlxFqr/2AnITWsCf481p4fo0nHmiQttUn9Mt7chL2DkY3gD3mT7zfJiRUk5I/w5xltDqwJwjf9uvve934UfGtbnVvBTlxP8VT9DtAjZI1TCBRWoKAyKV7JbselvND4Z5rT67hw9ywebunj0p6JvFqxi2mhLD+ruhan73Gu7xziym2LmBJJ0ep28fe6U/h7/VvodU3Bjp+mXJ7yQoq0nmTInmLAnqTDlaDXkSRuy5BT07iNnDEuaxTGZ7JafTaLzdTpc9Wx0j+38HTgFK3fUUFlrsOsz2xQ/Bknk4Mnm1Oj4xW/+wFc7ie4w/c+ImozDWaQxqQDb16lvTyDobaR0ZNAkM3euQTS/UTtac7qT/Now2Rakh3TzzjvQv/TTz7z+BF4bhSs13p8FB9z+LlOYV0TBcAGeLHCTn3P5x3N/XHGKjvWuZJN50vTm/0+IYQQQhxXpAEihBBCCCGK5VAaIEe63XAsN0DcWJO6IY7OBOVx0wB5+Yb7zLqUC5Qsd41vI+GIUhefRcL5HDo2vJkaklzCs433MCOxkXHBkxgMrKE+uoSU/Wm2F97B2pow7+vfxNm7F+HL9vBaxVSeC5yMDQ81uRwpLcP6shSbPRl2ubLEtBxeM2x4zYjqNuIomOTRjbjqK8TUClKKxwZQmdOYnHIwPeHghJg75ymotoim02e3m4O6xrhUt3Ju/7PMjm4lqzaS0lqMzYEt6jMtj5ortPOUdflrzFdWv6jYDTdpLcVfmjbjM5vI27fQFJnGw+PXMDfioVMr54Leqfx22lpOHsiQ0Ms/8rXPffHXo/zcHIkGyH+iYQV5DqzJ/Swjm6kfa8He0SANkNImDRAhhBBiPyQAEUIIIYQQxXKwAYgDa9I9ypGbdD9WAxAv1kRuiKM3cXtcBCC/Wv6HwrldAdVE4dnaEO2eCP5cjl7PVirzHjKFKirT5/NY8yPMj72BM3EyHtd6EsZkGlLruL3iw0y33csHts1iajjLmvJ6nqw9m7KCgzIjw4ryOK+UJ4jZe5maW8vE/Baa8jupMbrQzQOXVNKKi16tmXZ9Ktv0eblt9jlKAZs+NeHk1IjHODHiNvOKovXYHXTb7YVxqS7tbd2Pmi2pbiWpTSFsK+fZlkd5pXqQhR2XcGlHAyYKz9WEaa3YStDmojKTxJO+AMPxGxzU0marZFr4bF5suo354SqiuZqF//OlT68epecFjn4Asu/n3nsjdRhZKkv2DrFIAFLaJAARQggh9kMCECGEEEIIUSwHE4AcrXbDsRaAKFjnUcM6N8ZRPKYxH4B87zs/DF62Y3ylgpOgI83fm9ejmQXaPDZmJuJ06hWcMHgqf534OnMSL6EllzJO20q7rYKmaIrf1p3GeyPP8dadc0loSe5tuAi0AJqZ4ImqKBt8PczNPccJmReoMdrNVr1eadfr6NYDDKp+oqqbhOrC3PNrm04Br5GkshChphBifL43NyXfnq0oxD15bGyxLWCFY1l2k22h7jE09ewhL+cPleUUQ7PtdjrNAZvOovAbytu7Hy3YTKcW12YamwPb1H9MfsR8z+pPKVVZJyZp/jhxKx7TQU7vQs/Usbq6lhOGNqMqGfyZGtaVvYUy7bt4c+MY6p9R9v3vv2+0lt0pZgCyL52RfUOG2yHDm6kfr8tlSQBS2iQAEUIIIfZDAhAhhBBCCFEsbzYAOZrthmMpAFGxNoI3sPZCOdqTXmM+AHn+k/eZTUkXkOHuKbvIqgMkzQUEzDW0ahVc3DON26YmmZR5gPLISYzTd7PTruBJ1PJUnZ3PtaZZ0Ofmyeo5bCxfTLmR4u+BMLvLNnF65gGmZ19ng2MCa+1T2WlroryQKcxI9WsTsiFqc3H8hRRuI4dmmiQ0OxHVSb/uNnc4A/EtzmqCutsLUGlEmZfZYSxNr4sHjIgvolbxvOOiwgvOiwy74bBdNOgzlwW9ZkrT1O1OZ14z0/o7ux4050S3K3F9Jv0uhSfrg7yzdSImOmsrEqyqbiOl1FFb2MzEoRN4YNITTI1UETU9XNJbyY+n1HFO8Eli9nLzC5//ljpKz00pBSB7U7FCkOHN1E2sICSDFYwcLxPOEoCUNglAhBBCiP2QAEQIIYQQQhTL/xWAFKPdcKwEIMMbwWewlgQrhjEdgNz6zd/kL2qr00Dh+ZoIrd4hqtJ+Yq5VxFQ/53U38LNJLXj125k5MJ8Kexft9jyx1Fy6qtr4/KYGylMF7h53KQ7Fxwr/ECv9Wzg3fQcBcyfPOeez3jaF+akeTo+1cWKyk4ZsFAWtYMt5c1reZWqGwwAFVKNQUJOFrJ7UClrCg/X8E9TdrPA0mY/7poZWuRt8hqLq4/O9LEu+FpuZa/UkVJ/6hPPK3EvO89SarEP7QHdFdnLKYW+3O+hyOIylwZXqZT2PGjm1SQ3rTfQ7DazAJ80dk3aikyarDZA0aykoy2jO/hZDC7DJWcW5vfO5Y8rTnNOTJ2FzRL5849f8o/DclGoAsi8bI0tl2RjZNyTD2G6HSABS2iQAEUIIIfZDAhAhhBBCCFEs/ykAKVa74VgIQOxY5ybGwW0gP9rGdACy9aP3mTbDRdyW4r6mzdiVAkFXiLqMjcmhBh6pPYdQ2fc4r30aRlkfvbY8Xbml2MpW8+mN0+i2eXii9mIUJcndDV3MM/7AxMJKHnedRNis4u3hTVwY3UZNWjM8yQmqO9WIM12HPe8D88C/ppmKQcYWJOXuzsY8O4aSru4KMB0x1cHD/umZP1adkIxqjoqaQoi3JZ6LTM/tLu/TxnGX5xPJTm2y+8xwGVf2VuSTqqZvdXtyteku27VtdxacBbv262ku3rWzBRMbG/wpXq/uQMmPx6uuoDE2nrsmhFg6GMemJnHm6uhXLmVH4NvMjDRQKPgeXf6FL1x0mM/NsRKA7G24HTK8mbqBFYYML5k1lkgAUtokABFCCCH2QwIQIYQQQghRLAcKQIrZbij1AMSBdd7CFH9ydcwGIPfdeI+xYMijQJ57W1pJ6AMM2FqYkN1BtuAnx1t5rf57vHdHPd2VISKotBtLqHK8zn+tn8xLVdPY6V3EWl+QHf6nOD/9e15wzmSAOj4QXM2ySIdZEZmm+OLTcWVq6XDasq9U2W0bfDZlh0ej16kRtmn//3g8eZPaTIEp8XxqSTATWhLKaLUZowZQTCVHpGxbf2/tU5uAMw3U/EVT3nN9RHPfBNR/MvbX947P9nzDRJl+a9k3fthmn3FdQ0Z33dhW12031IYtLnceUvq1bX80GtIxdZ1vDs1JFyhp/tSyHUVJEnOEIF9FfeICOip/SiDTQD/lXN7l5dZJc5mX+i2KUo+aq7n0xi9+9qHDeG6OxQBkXzZGwhCNf9075Gju0XMkSABS2iQAEUIIIfZDAhAhhBBCCFEs+wtAit1uKOUAJI61GXwI67wV25gMQL77zR/GL29r8YCdbb4Urwba8WdrSTrX0KVXsmjodO6ddD8f3JVhQ1UBCi46jHnU2tZy3aYJPFB/KlFHM/fUdTJNuRWNbp53LuJ9g+u4NNhFYGgB/thMVpWXmfc1uJR/1Dlod+moGEaFEUlUFqI5byGmuIx0PqM68jHNkw+pPjWklHtzqs03fJx1mUL3xid6liso70ahr/KPn7jq1eXT5pqq4Vr61e0reGa5zoDPxxWfGbrttoW2tNk34ZPXdW7nrpWz0NQPnBgt+/lHOiu+b6BctsHjWpdRjLkfbL/bfKYxrVy5owUUG2srEqyt6sKZHY/mWIkvUcVTtbWcPfgGObvGOmct5/fO4/eTX+St3VEiDhupFqdj+RXLs4f43IyFAGRvKiP7htixXncZRvYOOdZIAFLaJAARQggh9kMCECGEEEIIUSz7BiBOit9uKNUAZCpW8DFE6ewxMCYDkJduuN+sTzkxSHFn02ZUV4aoLY4n62ZJ/1R+Pi3Dpb0vsMEfIJBx0WmMp8K+jes2NXN303lEHX7urX+Dc7Pf5RnXDKYmU3y8by0tA/NxxOebdzWVKb+eUMYuD8aczHZzQXqjNiOznfG5brT/46kNqv4tH63/1hdQjHNA3coVb//p4ZwIE1O5/Sv9Szq05Jo2X93NulG46frW37UntcbmhpQTU0nzx+bNqPYsYXsYT8bHtPCZPNbyR1pi9bhyOcYnA2xxXc7m6q+xYKiZnGnLfe3G5fZDPKSxFoDsa3gj9b3bIcN7hxwL7RAJQEqbBCBCCCHEfkgAIoQQQgghimXvAMSz563Y7YZSC0AUrEZMDbCN0pokHXMByA++9cvc23Y16qDxXF2Y1rLdxOzN1GfXUxUP8ELgNGrMHxBnGlNSOn04ybkHuWFDE39qupB+l5MX6h5nYeZOnnadyCd7V7Kstxxf+FRub6riJ5O9+Okwz028qCxNrcZVSKEX6hJ6dqZqz05yqfkaVKMcxSgDpYCpJsy8rXVVzH/bwybMQWHFOz/d+/0jdWI+8P3E4vps+64q7cmud+yY4DDReKk6yoaqTsoTU1Adr6DmqllXPo/TQveRcfhZY6/l2lYfP5jezNzk7Wg0Y+arH//yTZ+94BAOYawHIHvTGAlD9m6HpCmNhtf+SABS2iQAEUIIIfZDAhAhhBBCCFEswwGIbc9biOK3G0opANGwwo8c4KL0JrbGXACy7vr7zLKci7SW4i/NW/AVvKRtbQzaqqmLX8iKxh8xb2AyjSb0m3F2+3Ru2lDNXY0X01qmsb3yDirN1wia47i5YxVTu8/gKf8UvjyznFplM5fFHmd6ps20pRabzuTpqiO9GNXwA2Bi5nNqLmEoRk439Ixu6hoQAOWV0344+/SjeYLM5cv1VQNzcpVZFzk1xZ0TNqArKiFnP75sOfMGl/LHaQ8zN1hNOVH61QYmhc/hgYn3cnl7lpDTji/bvOjar16/6iA/9fEUgOxNwQpBhjdTVxkJQzKUznUvAUhpkwBECCGE2A+92AcghBBCCCGOW8PthhQQRCZt9mZj5NzEsAIQcQT9/JbbC2WdThRMHm8Mgi1FmztHIOvkzL7J/Gr6fVzRWkvKnSTGEOsqxvGNdWX8ufEtbPWpBMt/REEdojrm4pb2NtTIFVwzp45Wfw8fi/yOGamg4Y6+XXUlv6WohQqzx9UV21K32t3h7tD6XP1E7WHdwCzfczhDz7/n4apinQtl+fL8j7/568IlbQ2azXBSkxlHl283vuR5OPWX2Vy+mYr4+wjkf0NOD5AxC8xKPMuaoQ/zj4abmRGaSMzR8xrWRL74v5mM7A0SY6Qd4sYKGnN7/X2ptkOEEEIIIUqSNECEEEIIIY4P5UCU0gkZNGA81vJXpXS3dyk0QBxYk55RRtoVpXhn75hqgGy+7l7TUXAzZE/xSFMrjkITqr6WilQVT9XO4oyhvzLgKseZS/GCdw7f3ljgsZrzWOt3kPJ9l1a7wpX9rVzeNo7n3Uv40iwHlyYfYFlsk1kWvUpxxS6mxz2Qf636NX2DfwNJPYmCaXryStifM+O6wWCbW3kNQFHM1597z99/XYyTs79zErGleLh5E3rBTsTdjjPvZ2H/Sdw240lO7q3AqSVZ52zgnR1TuG3qIOcGnyau12Hka3d8+QufnXIQn/J4bYD8J8PtkOHN1GEkDDna7RBpgJS2Uvw+IYQQQhSdNECEEEIIIY4PTqxJq1KYGBluN2SwJvnFCDfgxVoOLFvkYzlu/PardxYcPW4UCjzT1IOmRIi5OkmZAfLaMtzq/7LdM47aXJaX3Cfz5R0DPFt1JhvLXaR932KnbuOGrk2c3XYSX2+Zxar6dpYP3UlT+Gzc0f9WtvraeX76b+nwdOjVWTNx1oDhmBs19ElxU3EZVGBdD41ZZ+GsSd95MlLs8zHstUDWPLXPrfhzdjS8ZG1dZArnUG6uZIN/G/XR92DXbiWj1zI+1UfanmDhwLt5rP4lLm3XSTn7J992y08u+ujNNzxS7LEcw/Zuh0SxwmMnI+2QLCObqeeLdIxCCCGEECVLAhAhhBBCCHE07d1usBf5WEqNF2tiM4hMZB5Vp/U6VYBeZ5a0kifNNHz5TSwOjec3U+7hnO4WbJrKelsD7+vvYpf9RDaW1xEq/za7bTpfbN/E7M5zeNf8Fqaoj7K8aze+0P/Q6VB4bNofGHB2Fk4fNLWPtRUYnzQ9gBnUy/t3Oqp6p6faHtMxuxXF2FBK4QdAcFr3dWaf8zZwclLfeFZU2Wk2uoi5YmTsNi7p6ue2GQHO7izDbc9xT52fT+54iQ3+D7Cx6lY82Yno6uDDyFJYo2m4vZTAamMMb6Reuefvi9UOEUIIIYQoSbIElhBCCCHE8aEWGACMIh7Dvu2G4U3Qk0U8pn0VYwksBetcaFjnZn/PUSkubTImlsD6w1fuNE7rrVAUCtw1YTuGkkDThzAK9Wx3L2Rp7G7S9irieQM0Nyd3z+SRhtPYXP0T+vUIX2rbRsPABXxoQYCrkrezMLgAEu/k0aZ/sL18nXFhb0E9v7+AvaDlny1bmHrAf5b3Rc9cQrrPOhqV+Vxjf6N4p+M/e+rTDxgtcbsCaf4wYStOLcTWsqnMSO3Anq5infdMpuV+TFqvRc/kqcpVkc1fxuPj7+C9bTG6ysrI5Bu2fOmLn5rxJj6dLIF1eHSsEHV4Q/UsI5upF0bh8WUJrNJWit8nhBBCiKKTO3GEEEIIIcTR4MUKFoLI0k57U7Hu3FawQpdiBlSlxo71ujmiTaGl/U4FoMudI6sqDLqqyZhu6pJLUO1/pNVdRc6IsdVXxVt31/N03RmsrrmLoBbkS7t34Bu6mA8vdHND7Oec3P1+ditLuXXmrQTya/jB+qx60mBV9ts11zF/xp36NeO/4n3EtyQV1dxPY5rfB/PdpRx+AKyq68hiGoCTcelxRG1NLOlzQj5FhyvBRT0hnq+qwBfz4TPKed4b4LTgi1RFr+G+cWGSeTc2rXf6n7/yk3nFHstxIA/Esb6W9GOFyzpQBdRghX8O5EZIIYQQQhxHZAksIYQQQghxJO3dbggiE/x705G9UA7EhTVZm9rzX41/XdpnVF5Hv7v5roLe7UKhwHP17biMPO70DqpTTTwwfg1nd49DcZi86J7LV7ckebDhIp6peQpF28Bn2nuwh97CjQty3NR/HzWDN/NI/Wp6PCv5/PY8rkyg8JXa92kPlp9u15V4arr6d3Wy8pSjTtnggsITP/vgmu+MxhiOtM/f+AnnBR+73yzLOzlx0EWnJ0R/2SDbfeXMjySJOddSkbiKgv2XhB0B5qUHebyxnjMHw9zrnU+NuZE+Wy1rfPFVyO+fR5OB1fxI7/l/G1b4Ubbnz8P7hmQYnXaIEEIIIURJkgaIEEIIIYQ4UqTdcGB2rLuyE0j4sS8PVvMjiHVuBrGWb0tjTeBW73nz7vn/Q7a016ECdLtyZFWTTjdEdC87XadwyuAaDGeeDsXF1b1DPFt1Dk/W7KRM/zsf7OrDG7qAb8yJc2PPU/iGvsztEx+mqrCCr27CvN9zNadPvU17oaI+d67+Za7RL3Sdpv7QUa+s26Iqhd/omnr34Rz30bamMm0CePN2dLzktTTzB5ZSMBVWlec4rweeqXVRlqjETYD1rgCLwisYH7mSh+sL1ETcNOZj2q23/OL3RR7K8SyH1Q4JMtIOsQMBRul6EkIIIYQoRXIHjhBCCCGEOBKk3XBgTqxWTBjr/IgR5Vh3pw/yr4HZ/u5md2JN2vr5170O3lTQdtvNfyjY97Q/XqjrwJMx8Jj9tIRnc9fEPzEz3IC/EEOxedEyc3m+3kGl/nMWB9NM6D+Tm+dE+e+eN8imPs7vJv+R97aHIDuNt0z+lBK2Z43ztJvUCcpLNl/GH53ft8wxITzpnhN/+OH3js5pOrrsp2u3cG9muYmDecFm1vndZLWN9LnCtKSgwniVsuTbcKl/JugIMC+9jvubGzhloI27vWcyUPY0Mds47FrP+1+/7SPXLvror3LFHtNx7j+1Q/a+nqQdIoQQQohjnjRAhBBCCCHEaJN2w4F5sJZ0GkLCj70pWG0hlTe3VFoOayPm/bVDAryJvUNO6S9TAQbsOZJqjs6yJCHFxz9rGljWA9UFWOWayrtaq3iqdgEFz7eoTSmctfsEls8u8NmeTUSyV/FQ8+/53PYwL9iv4l0TbzabnH/lXfrV6hmRvsw7N17Dh1f9t29R52mO6nj9wOGcoGJ61/lX3tLtsvZVnhZRyOgh0AeIcwFpTeOJaoOTBxp4sg7UVBUus4bt9hrmxdYyLXwBr1bbWTgIdUaOJwbndBR5OOLf7d0OGcBaem64HfKmrichhBBCiFIlAYgQQgghhBhH/M2eAAAgAElEQVRNTqzmRxhriRUxohxrb4sg1oSjsGhYgVkeCAHmQX68gTVhGwL6GAndfEAt1uvRxV6/+/zkm7+OuPNOFEyer+/GU4DGbJK5oRmY9jsJud10qU4+1JXk8drz2Rr4AzlD4bptDdw428sNfWvpy1/Cq7V3csN2uLHmq/y5djpXaO9Vzk++WLh6/TW8Y9MHHM3hxl7VNP7bVArjW3590WcO7zQV15raYAFMdNNFWaGcAVs5S4JxFCNCdS7E3OgKlMw5TMjuImmPMSezmnvGRzhxcCtkL2RFzW52OnUKtu7aR7/yiwXFHo84oOF2SBjreorseb8PayN1P+BG5hKEEEIIcYyQH1qEEEIIIcRokXbD/g23G4Y3gpclZUbYsMKPFKPXFsoy0g4ZxHotOhlph5Sd0l2pgUJUTxPTk3S5UiRMLw81FZgWqseVy6AodvrVJTxds42Mup2bt5p8bvpUPjL0IsH8xWwM/JUr2yq4evz3SZev5io+bVzWuph3rfuoNi5alvMVVlGZf6HObzz13KRfXdI+SmMrmk986VrdUKwVkxb31xFI2+n07GRdeTVOrcBTNXGmRU7m0cYk4XwlDurZZqtjVmIdM8KnssXn5oyBCF7T4Pmy+MoiD0e8eXu3rYavp4NqWwkhhBBCFJMEIEIIIYQQYjRIu2H/htsNBaxg6GDbDWOZAysYimItl3YkFLCaSCGsjZ9j3/n2rbsqs3bA5MXaCHajQGM+zqTYfCZkHkWxwXpnM5d3VPBkTRM2xx3c0Brhx/WncVniEVKpy9hWcS9nd47n6pZbmOn6Ie+IPcX7135CXdAz3SgvrKY8v8ZmK0ReVzCvKb/9h6uO0NiOunaPYgI0JyCt5dGJMze4FC1nEtfjnNW/gag2h8WxbnQlyvzMGzzYHGXh0FaU7MU83tBPu+amyhzU//i1n3+q2OMRB+2g21ZCCCGEEMUmP5gIIYQQQojDIe2GAxtuN2QYWUZGWNxYodkQIxsxH2kmkDmpt9FuopFT0wTtgwy6NZJGOQ81d+DJNpCkwFsGUzxefS6h8h9zUijNFnUZU/WH8MauZGPVfSzuncLHWm7gHNtneVennXdser9Zl+rDn39NbXNXRB9sfMs3yv/w/cW+3//gdmUMhV5rqvsLAApO/LlKoloLZflt9LpDTMzF6SnbQl3k7TxZH2SHrQwVP6udDcyLbmBGaCm7PS7OGuoFtcB6d/gHxR6POGwHalvVMNIOsRXt6IQQQgghkABECCGEEEIcOmk3HNje7YZYkY+l1Hixlks76m2h737/W63NCVUBWF2ZR1US1GYGaY4tYH5kJR5MdttrUXOLeLn2dTRjiCXdc9hV+yqzBi7jlZqHWdQ/mc82f4BL1E/z/m1LOa19MZW5lUrIlsvdOvEaftZyje+ZylOcR3NcR8tnv3idraBYW/ucMBjAlx1iyNVPl34yUc3OCr/Omf1BdnnqOTWYImAUWJjYwhPjgswPb8PIXcwDTWEG8NOQjSq/Xv6ru4o8JDF69m5b9THydc+P1Q7xY4UjSlGOTgghhBDHLQlAhBBCCCHEoZB2w4G5sSb7Qhy9dsOxQMFaIsdOkdpCE4OTx1ufPsN2zw7CtlrShp9Hx20DpZYu1cU1u3UerZuAYX+Ez2x38IvJWS7tWsA/65/h1O46bmq6mncoX+CajW9j9qAXt7HW+HvtmXxv8vW2Xe6WNaZpvP13n3F8/miP7Whp9+gmwLgEZG06mhLnzP463Pkk9bkhxmdX4UtexCZ/J6s8eXQVnvLVc2J4IzNDJ9PjdnBmqJOsI8dWT8+7ij0ecUSYWN8bYsAAVjski/W1sRbre0cZ0g4RQgghxFEgAYgQQgghhDhY0m44sL3bDdkiH0spUbEmPU2stpBRjIOYM6QoALvKDAxblqp8G02J+SyObMJXyOEtuFhRfjb9/l9yWXecXzScwPv6Ujxa08qybp0vNH+Ay7mFD627gomRKFE9bP7v5I+pL1edbExJp1mSiN7z+//2PICijNk21BvVPQUwUXDgy/iJKTMJ27ewtTyOlwKP1eaZE2zmtSo7M4cqqM2VMS/Sz6t1/cyM7qaQvYD7x0UYNKpozqf56c0/f6nYYxJH3HA7ZAirHRLH+ppQgbVcVjnSDhFCCCHEESIBiBBCCCFEaZoD/Ahr0riUSLth/xSs8zLcbsgX93BKio61H0AGCFOkpdJu/frteZvhAgqsqG7HLLSQNn38Y9x2cmolW+2VnN7fwNP13fizPeTSp7A4/wJrPAHO6u/jiw3X81bz27x//TsYl+xkg6+KH0y+TlEUPwsScbUql31UMbU7ijG2o+kzX/yYzVDSgMKCoTrKCwNk7EGyhQtImzbiapKloY2o+YX4lG1s8Qbx2Tr4a00lJwffYHL0dLrdNs4Zaidly9Dm6T/ZZLn8Xnr8GG6HRIF+Rr5eDrdDKrHaIXqxDlAIIYQQY4v8oCmEEEIIUZquBz4JvLXYB7IXaTfsn4o1aQdFbDeUKDtWiBejyG2hJb1+DRSitiwZLYdmW8eE5GxOCG3Bk8+zIKLyWO3JZJ13cc2uKtbXb8KZOoOW1Kt8p+YznK19nw9tuJjGRBtPVC/gL03vZGo6h9uI559wdHz52lvqP3Tt8qos4MNqSY3Zu9l7XOqeZbAMMoYN1Uhxer8d3QzTkosTcW6lOnEhjzekMdPN+PITaIlqtFb0MS02SD5/Gg80RugjQFMhw09uqV1T7DGJoikACUbaIUms/aUqkXaIEEIIIUaBBCBCCCGEEKVJ2/PfUrgLVtoNB6ZjTfBnKWK7oUS5sJa4CQGpYh7Id7/900hVxrqkXgnEcWW95Ate/tHYS0GrYJu9iurkfDZV38+FPWl+09TI+b3TCbqf5CHn9Ux3/poPbzyXhsRu7mk8h1erTmNuIsaL/iGWT+pR7msxVmNN3oawArAyRu5mdzNyPY8J6ypDJoDNdOJU7YT1SfQ7t7PBD3nd5MmAg5MHQwzq9Zwebiej9TOBV7mzycYpg2sYFzmfdq/K+QPd5PQMHe6+ueby5aXwtU4Ul4nVLIxgtUOGsAKSvdshHsbY9SSEEEKII0sCECGEEEII8Z9Iu+HA7FjnJo7shbIv7563kmgLTR2q96LYMJU0vfZOwp7dTIpPZ1Z4Le58jmVBlYcamnEYq1BTC1mWbOflyp3EU8vIVTzDRzcvpCnew5+a30Jb2WyaslF+1NzPAzXhV/KoC7lq8WN7PlUO6/UQxJrATWK9TgJANdY5cRTjHIymj9/8IQ0li4nCzKEmqjNpsvYQau4CjIINTyHM9NgbeFLn8XLNIJucXvLKZJRUPVl7N1PjOYz8fJ5oGKRdraCxkOEnSAtE/Js81vU0xMj1NLykXg3HQdtKCCGEEIdPAhAhhBBCCHEg0m44MCdWuyFMkdsNJWa4LeQABimRttDMiDVBut0Lmi2HJ6/xdK2BplaxzRkgaZ5CT/lvuabVw/aa7XSrzUwL6Txdr/KJHRVMCUe5q+lCgs7JqEqYb7V0m9P5FT8Yuup7XHXCGwf4tAbW3exhrHZIeM/7vVh3s1dg3dl+TP5OFrIXAJgcg4QzjcNIc2afiqqEmJBPsa6in0mxWawr1zlxwMm4bIZ5mZX8bVySRaFV+OOXstmncmF/CFXN0lHWP/uvvPOYPBfiqBi+niIcR20rIYQQQhw++QFTCCGEEELsj7QbDsyDdedxSbQbSshwW0jBOjcl0Rb68Td/ldcNJ2Cwqno3Ma2cmmQzTenncRg5Lu7VeaTeZFqigwcDU1k6OJVA/nV+UfsWPt69nQV9du5pPJMh50QGHCF+27iJ9yc/r5yVfnClqhsvH8Sh5LCupUFgAGsy14HVDAlgBSP2UR7+EbPNlzMBPHkbek6j21nJoHM768shZtNY7XNzYnA7BaZRpmxnhT9EzmbjDftEGrNdzIiVAc2sru5is91DfS5F8KvnHMz5FMe346JtJYQQQojDJwGIEEIIIYTYl7QbDqwca2+Lkmk3lAgNqy2Uw7ozu2TaQov6AhooxPUMGTVJZaGHzWWNlBlVtOpVdNlPJ+K9g5N7JjEvt5tN5Rv5u/NDXJp+gGVtE3msdj59rmm0uoP8s/ZF/ivxOSOQ7/yfaF/7KZ+6trXvEA/LwLq2Qlh3s0f3vN/HSDvERQn/vtbp7YmBgYlOfbKRxngNMccQZv5ctKxGVX6IcdmNlCcu4h8NaezJydRlalkc6+O5hiDToxtQU5fzcqXGOX0GZYrBNl/wxGKPSxyTxnTbSgghhBCHR34AEEIIIYQQe5N2w/4pWO0GlRJqN5QIG1b4kWRkIr8k3PSpL/25PmX9yrO6Ko0jX4uZqwHbI9jNAucPuHiyoZdz+6M8VZ8hotRji0/D63mKd29dxGp/DVt9C9nhGWR95WNcHfsOf/Seq3656rrXly8f1QAsy0g7ZBDIYAWRe7dDbKP4+Q7b577w6fKsmgFgZthDyrYLdyHLmf0eFDXEuEKK52pTzAr76HGWcc5QJ0l7DxXqev4WCLAosoNZ0WY0vEQ921njVqjLR7jtpp/8rshDE8e+MdW2EkIIIcThkQBECCGEEEIMk3bD/mlYk2Z5SqzdUAKcWMFQFEgU+Vj+zcyyWVdY85xZ2j1dZPQt6MZsGpLltOoVtDlOJeu4HyU9l9ND5ZRnN/J4bTWf2DKeiGbwfM25dLmC7Kh4gHPTv+On/svNnVrjd6HpoSN42AWsMCmEtbTP8BJ0fqy72f1Y573oGz93u1UToDZtYho+BhxZ8so2NvszxHSNbS47C8JbseVPYIu/j7VuJxmmUxuvZEflIM3JDtKFt/JQrc7cwSqqTJVtlZnziz0uMaYc820rIYQQQhwe+SYvhBBCCCGk3XBgJdtuKAFurDuph7DusC4584YcCkCf0wAliWaUsTnwLKpicPaQi+fqd/C2DpPBina2l/Xzd8+7uK5nF3XxAn9tuoyoHmJz5d9YnPkbv/O+lU/0rlzDlZ+9kSuuKBylIZhYbZAY1p3sg1htETfW5G0V1ibQRWmHbPKHTADNdGDDhjMzn25PkLh5OkZeI5AbIpDfQnliGS9XFZgy1MCkTI652Re4v6HAkqH1TInMw9QVJhhvsM6bpMLsU/7yhV99vRjjEceFY65tJYQQQojDIwGIEEIIIcTxbXjvBmk3/LuSbjcUmQ9rEn4Ia7mZkvPdb/0o4stZ85iv1QSJ61XUJWcyPZqhy1ZOl34Kiv1hdjin0BxrRkvV0qI/y1kd9dwx7hIUJcPKmkdZkHuQh11n8eP2R1IXxrbeUuRhDbdDhrDuZo9j/U5XAdRgtbiOWjtErR/8FOQwUZgcGUdZoQ+nmWLB4ETchQSNhQxP1eWZG1GI6JWclNzMG/5eknadVmUSDnOIcckCSeMk/txo4o9MoKbgZJU//cWjcfziuHfMtK2EEEIIcegkABFCCCGEOH4NtxtSSLthX8N7oZRsu6FIFKzJdh2rLXS0mhAHbWK40WuiY5AmqA3hL3TwSnUUNBuLQk6erd/B2zpcBJRBktpmng5U89GtLfyzZhaGzccjDS+yKPNnnrGdzG27njEX9o67culXdhzJpa8O1nA7JIo1eRvECjKH2yGVWO0Q/UgdwPUf+fytSd1aLW9yTCVlj6ORZkJqJ7vLh0hrGjucNuaEt2HPn8QztRH6zGb82RYWRoO80DDAjOgbVKTOo99lcm5kK12uKHalU33sxl/IUljiaCrptpUQQgghDp0EIEIIIYQQxycH0m44EC/WpFeQEm03FImKNQloYgVDJd0WmhlRFYDdZSYOVceWq6cl/TpBXKTUpWj6I6z1NJAzvazRlnFtdzdJPLR55nF/3TpOy/6CF2xL+OWuFSxsu7inaXDZimKP6f9QwLqWh9shSayGVyVHsB3S7rFeB/6cilJw0OGoZkfZIK3OWSTRqcqHCRS2Upk4jXU+WDKoU2UMUKu+woOBKuaFO5gerUQ36/hHfYhBo4HagoMVPvOB0TxOIQ5SSbWthBBCCHHoJAARQgghhDj+eLAmb6Td8K+G2w02SrzdUAQ61vr4GSBc5GP5P33nBz9LOfMOANZW9hG1RYlrU3BQQXPSxz9re7mk08dEI4Vu9KE5d7C0u5pHGi7k2apOTja+yzP2E/nZztVU9r91QM06F3nv+Fh/kYd1MEysazvCgdshHqyA5LDsqAgaAIppx2V6aEy0YOhRxoVPpiqdojGf4vnqDLOjBdJaJRPym3m5MkxYn0xZoonWyjD1qTZS2bezym/ngv4oqhon7uhyvvzp31Qe7vEJMQqK3rYSQgghxKGTAEQIIYQQ4vgyvHeDtBv+1d7thhCyEfzeHFjnJsbIGvklbUZPnQNFJa+kiOgx3HmTPt8zZAyVqtRcFP1B1nkriKoFnvSeyn/t8PNw3VK6XBnG2b7Nc/bZ/KD1DeLxt3HOyU0vVv/p0z3FHtNh2l87RMd6Xmuwvi44OIS72W/40kd0hSygMClSj6nuwkmOpUNxgq4hVFVhvdfDjPB27NklPFaXJpeaxvhUOYuTq3m8PsaJoY3MjE7GiULMvYPVbgf1OYNV/tzKUTsDQoyeorSthBBCCHFoJAARQgghhDg+SLvhwPZtN5T00k5HmQtrI+AQ1l4xx4QpMVMBaC1TcBhlBFITmRjVMAwfjzUqnNfrZmKhQCrn4uzEFtJmNb2eZtr9d7DRXs5Xdm8kF7uY/5rveH3Ibl5d7PGMsn3bIUNYgZ+HQ2yHJHTry0lLXCOtFkiRJGFvY4PPTVC3UZGJ0ZDfSXnyVLaXaZwxlMLUu1Dtu3nFPZnyfIS6jEHUPJm/1duZFayl0oRWV2TSKI9diNG2v+upwBFoWwkhhBDi0EgAIoQQQggx9g2vWz68d4O0G0bYOcbaDUeRd89bEGsz4GPCd7/zi5Sj4ARM1lV2kXF0sKYSDFVjYWQCcedf2O6pIEaS18trefuuWp6qPZtnA69hU9fxnr4uKofO5ccz+/hW8Ju3c8UVx0zwc4jyWPsbDGFN4A63QwL8azvkgLpcyp59QBTshsaAo5k2zxBK/hS8GYM6I8IblWFmxlRyWjnVxnZe8mdJKrOZEnaytmaQibGN+BNnk7DnWZJcx3pflAr6ueemX/z4iI5eiNF1oOvpsNtWQgghhDg0EoAIIYQQQoxtwxOZWaTdsC8XVjB0TLUbjgIFq/XhAAaxJvSOGVODNQ5QyStp4noSW8FDXfp1BjUvT1SP59xelaY89JqNfLA3xIuBBawvi9Oi3kZT3MbSzkV8f1aUj4Xu/9HVn277RbHHc5QZjNzN3sfIcnBlQB3W3exu9rmbfWdF2ARQTAeK4qY51oCbBLPDLdjMBD5T4fkKH1NiO9BzC3msPoMtOYOpKRtzci/wUK3C4tAupieqUM0qHqpPkk1PIpD38lpl/uNH8wQIMYr2vp76+dfrabgd8m/XkxBCCCFGlwQgQgghhBBj197thniRj6XUHJPthqNAxZqUU7DOzTHXFpoate6sbveoKKYPb3IGHsPLCUMVtPvuo8seIK3E6PSpTB+sY4t3KnnvT+lR6vj4tgDLZ9j5ZGfSrOn8y+3FHksJyGF97Qgycje7HStUrca6hhzlJ7i+buVkChOiDaC1YsNkdrSTVl+QsK7iyOeZmGyjLH0qOzwKZw1GiDl3k3Qm2K1MI+5IUZEeJFG4hNXlDt7SP0DWFkZROrVnPnvb9GKdACFG0Zu6nop2dEIIIcQYJQGIEEIIIcTYJO2G/Tum2w1HmIYVmOWwXjfHXFvoO//zo5izYAdM1lb1oKi7WVezg6Sq0epexKnBINWY7NQmcf3OHI/Wnc6rgZcJanGWb43x1SlTuHagm2z2os+c8cO564s9nhIzfDd7GKsdEt7zfu/VF73rF1ktB0BL3E5SS5BUE3S6emh1TSBt6tQYffR5upgc85JVy6g2t/Oy1yBnzmJ+OMPrtX3MjW5gUnQmbiVHyrOTtS4nNXmd1yqyzxZlxEIcOQe8nrDaIRVIO0QIIYQYFRKACCGEEEKMPdJu2L9jvt1wBNmwwo8EEC3ysRyyCbEGD2gYSpqYFkU3Kpga78WdqWRl9SvkjHryZoKMLQu5FjaW26nQ7uaq7gj3VJzJpYnVvOaujf1o3nfvLPZYjgE5rHbZIDAw6LD2AQmkTTSjil57A92uML7MKdRkslTl4fHaMiYndqMas3iiPoctMYvpCYVpxnM8XF3GjFgPTWk3CWbyt1obU4YaCRgmPY54bVFHKsSR9y/XE1Y44sBqhwSwvqfbi3Z0QgghxDFMAhAhhBBCiLFD2g0Hdsy3G44gJ1YwFMFakuWYNT2iKQDdLgVN8aGYkzEVF82paUxLv45Dz7NTa+ZjbSbP155C0PcbHGkH/thSLglmqAydYaysffn0F654bKDYYznGGLu8GQDsph20HOMjk/CZGWYHK0nawmiaRlC1MTXaiiN1BpvLVM4Ixok5dxN0GUTz0+jyZgikdmNmLqDPZbIsuoFN3jB+o4+/3vjL/y3yGIU4Wgys5mYIqx0S2fN+HyPtEBcynyOEEEK8KfINUwghhBBibJB2w4ENtxuSHMPthiPEgzWpNgRkinwsh+XDV33wKW9WB2B9RQhD6aDD8zoR3Dxeq1AXa0Az8qAV6NZm81pFNym1g+tbvVTkK5kcmsz0sJ5/9upH1xZ5KMekHl8oA2CiUZkMoKs9KIrJjPhutpcnGNSgOhdFV9tpTtaT1WxMKmzj5YochjGLBZEwr9X2MD+yidmxRrwFnZeqhxgqjKfC8LOqKndDsccoRJHsrx3ixNo3ZLgdYiva0QkhhBAlTgIQIYQQQohjn7QbDmzvdkOiyMdSanxYa8wHsV47x7Ql084+E8UGZOjTOnEWKmlJ5ZkRC2A47ifhUtip1vCBdoVXAwvQXLdxeXeGdu0kpofqKag506W1XVXscRyrbvz89S5TsTK0iXE/Ob0f1UzS4e6nR5+CkrdRWwiyojrPpEQQxRzHMzUpCqmZTE+qTDJe4B8VlUxIhfHnbARZytNVHk4bMHATxVB69dWfuL26yMMUotj2bof0YwUjw+3PAFAO6EU7OiGEEKIEyTdGIYQQYuzTgfOAxVh3CXYADwGto/DY1cDbgUlYd49v2vPYb2YZnQrgbcBUrF/otwIP8Obu0C/b87HTsca3Hfgb1l3sb0YdMAMrOOgH1r3Jj7MDFwILsO6c3w08iHVOi8WGdS4TyAT/vjx73oYYAxP8o2h4skzBuqN4TARmM0MeFSDkMHDYy8gVJqAoITocs1kU3IKiFei2a7TZ57Gu4iXsuRy14XOZH6rGUAzsypZPjf/Zl/9W7HEcyxK6QVkO6pMKL6kVRBxZvGqE8swSajNPkrM5edXn41272yB7OqvKd3FOO+TcbQzZDVK5qbT6WqlL7qAsfRp597NMzm/gd+UVTImprKhK/xOYX+xxClEiTKyfvYbbew6spS+Voh2REEIIUYIkABFCCCHGtunAX4E5+7z/B8D3gC9y6EslfQT4EdY61HvrBq4Gnv0PH3slcBvWnYp7CwIfBB7+Dx97IfAHrPBlbz8Ergf+dICP++iej10ENO71/vuBd/yHzzdsPvAXrMBm3897C/CNN/EYo82JdQ4jWEtiiBE+rMmgIFAo8rGUkuGl0nKMrCs/JtSkrBxniy9LWhkiXNZPZcLPuppXmR/xEMXJB3ab/LlpBgX7F/mvzQ00h+sAsClbHx3/yxt/UszjHwv6HapZlkPx5UycRpZ0bj4OcyszQlXE7CGcSjX2gsL4VAd1ybfQXaFwUnILv27MUh2fxfxIhFU1vSzp3MIu74Vsd5XxSH0MV3waFYVBNrszc4s9RiFKWB7rRogxEWoLIYQQo0WWwBJCCCHGrgDwOFb4sQ34GFZr4sdYoceNwPJDfOyrgF9ihR9/Ad4JvA94CWjACjBmH+BjzwPuxJq4f2TPY70b+CfWMk73Aqcc4GNPwgosqrEClvcAV2A1R7xYwcjFB/jYDwGXYoUfw0tIvFlNwD+wwo8NwLVYzZdfYv089XXgswfxeKNh770bJPwYoWA1YnSsdoOEHyN0rK8LGcZY+PG/3/x5TsUJFNhZ2Y8rV0ZjwmRqbCKzY5vxG3kitjLaXAvZVvEwC0ImFYklaKaKw+jEn+kejUbcca/dFzcBVMOBaeo0xQ0cSo5ZsW62+5IM2qAm20u/t58JSRXN9LO2IkQkP43pSSfTCy/wRGUlTakEnpzCgHkmr/ndnD/YR8IWwkGn8vcb/vesYo9TCCGEEEIcOyQAEUIIIcaurwDNWMs0LcGarH8Q+BRWGwLgJmDyQT6uB6v5oWC1H67CCi3uAM7CCibK9vzdvnTgp1hLT90BXIIVoNwNXIC1jJV9z7/Z9+cUBfgJVuvhUWAZVpByD1YY8Zs9H3PrnsfY18PAp4HTsZb/ufcgxvwNoBZria+lez7XA1ih0n/v+TdfA+oP4jEPx5jau2EUqVghmoEVDMldsCMcWOcmtudtTJkRqtNAIatmMfJhFKaQ1ey8FPDjS9cwqNi4ujPHC4HJGNrLXNq2DH/WgWbGKMtv79bzhW8WewxjQX9FIgUmKCqBTA0ZRwe2fIGIs4MuxwTUrI1q4jxTZacp2UmhcALPB2xMG6rEqXQw6EoSy06nrTxNfWo7VckTcZDAqW9njcdOoOBgfcB+D1CDFaI7keV+hBBCCCHEfyABiBBCCDE2uYBr9vz5a1ibZe7tdmA91v4RHznIx74cKwyIATfv83c54PN7/rwMawmuvZ0PTNnz727kXyeoDawWhYG13NTJ+3zsYuDEPX/+HP9+Z/9NWE2ICcBF+znub2AFNy9wcBPAFVgNFbBCpfg+f/9joA0rkPjgQTzuoZB2w4GN2XbDKHBjhX4hDq75dMxojpsKwG6PQl7X6PKsRs9UEHX/g4IDumwBQsoJtPnv5YM7m6lJVQMFvKGhEyUAACAASURBVPkNWVPLX+r50496ijyEMeGmT11XZu7ZjmBC3EdeDRO1JWh1JynLLqY+k8ZheNjq9jA5thtX+iT6HXBOZDsrKweIqzOZE0mztrqb+ZFtzIz70cxKHqqH+vDE/8fefYdJlt31/X+fm+pWruo8PXEn7GyUVtrVakUQkixZgAUIYfBjgm0MxmBjBIoY/WwWyUYCZAmQkI0xP4wAPxgefggekjESAuWwQRu0mpw6TOfqirdu/P1xqrZ7e7p7pme6pzp8X88zW7VVN5x7u6q663zv5xz6I4PpdKMfXeCM0K/tYfSwbll0cV0IIYQQQojnSQFECCGE2J1ehe4MitGpitX8Ued2rSGj1tItLvw1qxcSvoROnay27e66nwNW63C8ADx+nXWfQycxVppjad6RjR7Tel6PLhS10UN2rbT8HG/mflfqphsSJN2w0q5ON9yiPDqRNQf4PW7Llnj3e9/9ZCbUUxs+V54hE0QcbPuMtO/kxQsBRhjxj2Y8/nboOLnwWV4083IAstFZUK2fKP2/H/xyL9u/27RM/dE00kxoJ8NcdUfwzBaHFg/TtCsoI6bkQTm6ysHWIAYWnnuFc+YBjjUGuC/8NH9TzrHfa5CKYCZ5NU/n0nzz/AXGsvPkucqfv+NDP4AuRs8D00CTpSLoEEtzAEk6RAghhBBij5MCiBBCCLE7dSeKvcS16Y+uJzq3d6KHEdnotp9cZ5nutldOWLvV63af28yJcrvbeg46lzZfq9vm+9n8DrcM8H70BO5toLLJ29/p0uzydMNNUujzkkKnhcLeNmfrDHtH7kfZKNrMm/NY4XHayuWTwy18s8i5VD+Z9v1cLH+Mn3zuYZzYwk7meS5f5m33/SdJfmyyuZSRAOQDSMUeg807KcctXlSpcSlfZ9qGwXicS8V5DjVrxIzy8cGYwepRRqJpmumrXE3u5Uo+YKR1jsHWSylQo+Ve5FSqSDHK88WysXzC+hid/lsEptCfBTG68NdNh2SQdIgQQgghxJ4kBRAhhBBidzrauZ1bZ5nZzq0JHL6Jbc+us0z3uWObuO6xFc+vZmaNdW/FRtqcQ199vJl+Gj002Pci6YaV8p1/uzbdcJMMdKevQp+buLfN2Vr3VPIKYMFOMMlyMX+ZlDdAnk+QTdrcWVd8YvAu7lscZ6h5EIiI1Th/sP875kIVP9bj5u86YzldJ7YTm9A0GWy1SRSU43OczZQJI5u+uMkn+9OMti4TB1/Pc7kUr56f42v5S8xax7izavBc/xgvWjzFXbUiin7+dMTk8MIhhsOIqrWYW6cJATodMsdSOsRBp0MG0Z8ZqS09CUIIIYQQYtuQAogQQgixO+U7tzfSaQ96uJAbkUYPBwXrF1e6z63cbmHF8xtZN7/i+fXWza+zzEZt1bm8nr7O7Qh6vpZ3btJ2d4M9k264CSZ6OLAAfSX8rh8qbdiLFcD5fEhiTnHQm6UYnuBoPc2EyvLg/CjnSn/DD5zRQ19loov8/oFvTZpW+vs/+pbMeE8bvwtNFRZCgASLrF/AS01gRzHnsnVUfB/7WxF2kueik+VYfYK+1j14VshJ/yxP5lMMtI/wYOtLfLzf4Uizhp1YTPEqTmddvnn+DGdzC5SSKf7kp3/1rTfQnG46pIJOh3QTdHl0OqSMTofI92IhhBBCiF1K/tATQgghdqfu1a3NdZZpLLt/o0NgLb9q9ka2vXK7qRXPb9W6FkuFmlu10XOZ3qT9Hu/cfhX4BmBsk7a70+2pdMMG2eir3BtAtcdtuS1+6ec/ULNi/RY9Wxon648SGhk+MzxNy07jqxKf7n8pr5mew42ymEmDrxQHeMY58KH/+Rb3r3rc/F3pLe/8MUd1apIHGgPEqsKiVWPKbdHfvB+LGg4JxbZJNpnigJfDIc0T/RUi726Ot9o4znN8zbqbmbRiqHWRcvOl5FWNevoyZ+0yhajElwrmz91E8wJ0km4WnRj00J/xg+j3Th6dFhFCCCGEELuEFECEEEKI3ak7F0JxnWXKy+6vV1RYbnkR4Ea2vXK73XaVbmHdG9mvj+7o2gwbPZf1Tdpvdz6TX2WPdGbfgD2XbtgAF10YqrB+sW5XGW7sy4JBTIuW0WTKdbH9MoPBZ3GCmG+ZNjhXeI5vHtNT+Sh1mf87/Bove+qTH+xx03e1wNAfv/tbFjU7xWR6gNj0OFrNcjVbYc6JGIwmuFCqMtJaxI+P85myzT0LWTznLJfdAUbrZU73T3BP7WvcWy9ixGX+bNjkcOUgg2FA06pkb7GZMfrzfQGdDul+zhZYSoekke/MQgghhBA7mvwxJ4QQQuxO3YnP+9dZpm/Z/RudWNtnqXO1b53lugWBlROwd///Vta9kWNaa+L3m7FV5/J6unNaSMJB23Pphg3Iojtt54F2j9tyW52ophTAfEqRmBYZnqYUnGC0VeaKk2PceRmvm7qKkZg48Qx/NvwKDviWkYkTucp/C9VtBUBfOyHdGiLj30Nf1OK+2gyn8wmLyqDMHJ/uS7G/dZkkeAVjrsU3Vc/zxfIiRnwXL6ud4bMDTU7WZ0iHLlfVK/hqPsPr589xLrdAUc3wV2//4L/dxGb7LKVDZtHvJZcXpkM2K1kohBBCCCFuEymACCGEELvTmc7t8DrLjHRu28ClDWz79Ir119v26RWPb8a6N3JMK9e9FRs5l7PoTmixufZkuuEGFdFzGMyxeamnHWPA1yGgc/kQN2jiJmk+OzhLaMLxeoqnyxGPTB9BkbDgNJlM34PRmHvPBz76Jpn7YwvNOioBSIeANc+RmkVkKGx1gTnrIEUvhZ2UOJXOcbQxwVDrDpQRkDYuc948zMl6ngPqi3whc5S26ZIPJsh4D5OhSuhe4nSqSD4s8tmy8/NbdAgR+rNmAT2Req3zeAn9u6CE/lxSW7R/IYQQQgixSaQAIoQQQuxOX+7c7gMOrbHMI53bJ9CdPRvd9svXeN4EHl6x7I2uC/CKG1h3rU6nR1Ysuxm62zrJC4e62ur9Cm3PphuuQ6GLQia68LaR9/Cu8Iu//OG6FbtAwvncBCo6QRQWGQq+QAubE9U7eNX0WcDAiSf5032vYX/Q/vx//PV/+OFet323u5rRdUqDFKgUkZrCiRLOZZpk/HvY126RTkzybZt8tMB+L4tNlk8P+hQbxxiMJhnP+BjeUU71zXGscZp76mUyUYa/GkrYt3gHQ1FIw14s3IbDSdCfPTX0vCGz6LRIBl0M6QdySDpECCGEEGJbkgKIEEIIsTt9Hpjs3P+BVZ53gO/p3P/jDW77Tzq3rwIOrPL8t6I7ZkPgT1c897HO7YuB+1dZ9xGWJv/+2Irn/gTdEbUfePUq655gqbCy0WNazyfQQy4ZwPeu8nwW+M4t2K/Y4+mGdRjoTtcIXRjak3OhjMz0ZxIUiWoTGE2uZs8x3D7KiFekqop8pXAH9y8Mo4g5n01hGgOhHRr/olK5KMPKbbGZ7KKeBR2DbLuIn5ojoMVUKqDUPolnVQiNkCG/wkSxwqBXpRWf5Mv5NC+f9zifv8CieZR7qw2e7Zvgvto4fUGWSfPFPJkv8Lr5K4xnFsglU/zlO37h22/z4XXTIfPouUPq6PdkGRhCf25JOkQIIYQQYpuQAogQQgixO8XABzr33wm8aNlzCvhFdCGhAvzGKut/BH2V68dXee4vgGcBC/jvQGrZcyPL9vs76M6h5b4A/H3n/q+jr5rtKnX2C/BnwHMr1j3HUoHhV3nhnByZznEodPHnU6u0+2a1O/sDeBRdaOkygA+hO74mgd/dxP3uZQp9TvdsumEdFno+gjaw2OO29NSxWmf+DzshdgL2eQ0e60sIzYRHKikeqOrR6+x4gk8MfxOfLc3xQ8ee2chwf+ImvfXf/xtHdd62o60S0GQqE9G2PI7UXK7kFplIxfRziS+XEgbaYyTBw0ynFI80zvJYQTHYOsYD7S/wqVKJdGhgRDUS/5Uoo0FJneHptEs+LvBYMf/fenio3XRIFT1U1hy6+N9Nh/Shf89ZvWqgEEIIIcReJwUQIYQQYvf6ELoQkAc+B3wUeH/n/pvRHTc/yuoThufRBYbVhnyKgR9EXwH7LcDTwAeB/wo8hU5wXEAXXlbzI519vgJdSPmVTlufBV6CLpr8+BrrvhmYAO7tLP9rwC8DzwDfhO6E+ldrrPvj6Ct2u//+Sefxb1vx+Grtfh/wOLrj+THgN4H/gh7y6gfRHfQ/jMxPsRm66YaYPZxuWEMKfW5qLM1JsGcNtnWQ42IuxvXT+CqNy99TVymM4MWcrBZQxHy10EdsOPzlQPVT/OCrvR43e8+IlA5tjbRsanaGinWE/ijgnsVZLuQdwsjBxeGJfIFjjQkGvcM4ho/nTDIf38mxVoTpnGGM+xnL+xxqneVEY4hyHPOJYZ9C7TgDkWLeaqw3p9TtFgENltIhTXQhtw9JhwghhBBC9IQUQIQQQojdqw28Ad1Zb6OHwnorepioK8CbgP99k9v+EnoYqqfQiYifRBdTBtAJkVeix0pfzSngG9FJjUPAT6CLE6PA3wHfwNqTso911v04+uraf4MuityBLkZ8I7oYshoXXdDp/nM6j9srHk+vsm4DeB3wv9BX9v5L4C3ogs059LBff7HGfsWNk3TD2tLolNQC0OpxW3ruP/znn7tgxykg4XxhinY8RLG9n/2NNHFUIB/VAbDjq3yx/xH+ZHDOD9Yujoot0DT1bbmdkPaGGGwcxcInxwUWjH0MeDZQoh2n2ectMuplsZMMnxkIGKjtJ2Vd4EImz756kbPlce6pnudQK8u8cZTPFUu8an6Rpr2Aa0yqT/30B4/29GBXlwAe+rNsGl0UiXhhOiSLLpAIIYQQQogtIlFcIYQQYneropMJ70R31ufRxY/H0VfYr+Wfo5MN6119/0X0XB73oFMfIbogMnYD7XoWnQA5AdzV2c+z6OTI9ZwHXgscBu5DX9BxGl1YWc/7O/9u1jzwfcBPAQ+gO7EuAU8iKYXNkEJ38FeRDv6V8uiO0jFkLhQADgZ3HEowgTYNVcFzx5j3X4GrzvKKuX5O1BSKhOcKZeZTiicLzXfzPS871+t27yVVhyQXorJRgsUcBxv91DIm4+kabnCSEf85fJViyIO57AL9QcBTHOXxwiled6nK1wbHCbmLh+rn+GJfi9dcrhOjWIy+Cd/+fe72T/OBQpq7K1kez5q/h/6dsp2F6PlCQP/eclhKdYEulrTRE6zL7xQhhBBCiE0iBRAhhBBib5gD/mYDy8esXyBZ7qudfzfjTOffzbjE2kmRrTQN/HUP9rubZdCd/Avozj+hKfSQORa6ABf2tjnbxx3VvAKoWTHKtiiFinPZLzPadMn5o6gkxoqn+VLfP+Av+ifmyZVupfgpbsJsKma0CVZs4WMTmrOkw4gr6YSidyct8/O0rTKD0RXOFRTl9gRh+DJmnLM82LjALx1xeWR6lGz8OT6RvpemmaavPc5w6zjpbJUv9QOt+8jHDc478UO9Pt4NitEFj+6QbBY6pZhFJxF9lgoiMgeSEEIIIcQtkCGwhBBCCCFEL+U6/+aQ4sdyBnqIHIU+NzdakNwT9jVjBTCZVrhhTBwUONZcxImKHGjqOtGFnMulTMIj8S+5fOuJdk8bvAfNZJqdFIODaRi0nHk8o0nV9hhp9XElX2M8FVJQV/liMc3B5jjF9lFs1cRLjVONTnKo7VFNT9MK7uZceYHj9bOcrOcJkwH+rpzjgYUUeRZR6qqVfPd37+ShpLrpkHl0kb2JHp5xABhEF4hTPWudEEIIIcQOJgUQIYQQQgjRC910QwqYRdINy5noYXECdCpGhsNZIRPrvu5z+UU8NUwxPIqhsrx6ehQzMbCSCl/oe5DH+77M/cHnf6nHzd2TFtO154drK7X7AI8ZN8RUPsfrda5kIYjSGBQ4ly5wpDnPwVYON07x+f6Qofo+lHOGK6khjlYTzpYvc1d9gmzsMm48yIVMiq+vneaJQpVS0ub37nrFf+rh4W6mbjpkET2RegX9GZADRtCF0Qwyd4gQQgghxA2RAogQQgghhLjdlqcb5pF0w3Ldq74b6PlQxAq/9L4P+yQOiog5dZl26hTPlFp4iUW/lwVgLhVxOu/ycPgbU6oV/0KPm7wnve2d/9bt1jUH2gV8o8m8PUpfEHCgNc2UXaavlUZRxPHT2EmVcmDTVsM8Ucjy8oU6X81NYcTHeKj1LJ8vpsiHCuIGVvvl5FmgmhljUu0jE5V5Nmv9WI8PeasE6HTIHEvpEAdJhwghhBBC3BApgAghhBBCiNtpebqhe2Wz0Fx0YaiC7uQUqzi4OGwBBMonsgsUfJti9BgjjSFSkYVBmy/03cvXip/iWPDVt7zlLWOtXrd5r4rRIZChlknTGCQVHsPCxzQuo+LDHGo3KEUxw+2AiUKdQjBHM3qQMTfFS5sXeTqX4Y7GKKM8ydfsk8ykDUZbF7izWaYYmXxiAEaqBxmKWvhmrdDjw70duumQCkvpENBFkGH0/CEZ5Hu+EEIIIcTz5A8jIYQQQghxu0i6YW1ZoIBOxMh8Fes42DAVwIIDylzEDPoY8NN8/cwQAKGq8FRhmOPJHyxWpy/9fk8bu8f5nUGaSn5CPihxRy1P2zS5kvbI+cdRagHf9BmIL3Oq0GbAm8QO7gKjhWOOM5ec4GC7zlS6hvKOcL48zcn6eQ56OeaMO3g8X+bVCxNMZBZJM60+/Y73nOztEd92AVBDDyM4gy6OpNDJkAF0YcTpWeuEEEIIIbYBKYAIIYQQQojbQdINayuir9qeA4LrLLuXGOjOXLX8wX5fh4bGsjFWtB8rPowiTTbMAQlfKRzkVOlzfNEdDR99VIZX66W6pX90mSjBSmrkoyapEK6kFdngDqbSLcYdnxxTPJF3OdK8yn6vj2IU8kRfk776KIZ5lgl3kBONNmcKkxxtzhMnNvPJ11GzI+4Iz/KVnEEpzvKlQvpXenzIvRQDLfS8QVMsFZkLLKVD0kgfgBBCCCH2GPnjRwghhBBCbDVJN6xOoYtCJvoK7qi3zdlWummhHLrztg/9OrJSkQXAxdw8i5lxTpWucHxhH6CwkgW+3H+SkvUxnk0de1evGi+0qq0SACdSeLaHZ8yhkpC6FTDadLmca1BTNobKcjFVYLRVY7idIaHIYwWHly4GnClMYkRHeaj5NF8o5jATFzecpeSdZF88z+N9VazmUXKxy1XbeGWvj3kb8VlKh8yiP3tdYIildIjds9YJIYQQQtwmUgARQgghhBBbSdINq+vOhRKhC0MyF8qSFLrgUUO/bqbQw6aZH/j5/9ZKsCEJqAYTlNtt9rUvcE9lGIDxtMNTpXOctgvjDNR+s2dHIABYSOm3vJFYGFEWz1qkaTeJVIsj9QaTrk0qyBGrAdJ+htisk40Ui+oYZ9M5Xl67wrNZi8PN/QzzFOeNu5jMRBxsXeKuRg4zyfOZcoa7Ky75uEpszKR7fMjbVYRO3nXTIbXO4yV0gbGELo6oVdcWQgghhNjBpAAihBBCCCG2gqQb1mahix9tYLHHbdluMujO2AX0cD6gi0NtoHqw2mcCBGZIkk5jRH2MNoew4xQqCXis7yRm6g942jn+Dl79aNibQxBdc25TF/aUjZUkJIbHrBNTjBMOtOapWH2MtBS5CIbaMJlvUvCnCKMHqNkwHI1zyTrGwXbAdLqO8o9wqTTDnbWLDAVpxox7OJ3J8g218zyTX6QQt/g//8973tjjw97uuu+nGnrekFl0WiSDLob0o5NXkg4RQgghxK4gBRAhhBBCCLHZJN2wthT63NRYugpbaHn0MFdz6A7Za4w29aQSFUeRSsBMDnDXwj4AYmORz5YdamYzOP5bH/kz5Gr2nqunms8XofJ+GUt5LNqDlGIPNxnDjg6wv10hG/sMBONczLUY8K+SbR8hH9e4nJ8n3TxESl3kcrrEsbrH+eIEh7xFPEy86BGU0SRlXuKiUyIXF/l8uvBzvTzmHaibDplHp0Pq6H6CMnq4rCKSDhFCCCHEDiYFECGEEEIIsZkk3bC21dINQneslgAHXfxYM7nR5+s5zcfTES27wMX8JPubAwCcyQ9Qzf8RL6/MtZLHr7q8cO4Qc2sPQaxGHQjeRWce+rKXo26FEB8jNiKqqUWywWF8u0bF9ikYl3gi73CoMc1BL0cmtnisnHCi6jKVPU+c3MFDzef4Uj5LQoZsOMNQ6yAjUZ3PDPgUa0cpxQl127+rx4e9kz2ftgKmWXo/dtMhZTpz8fSqgUIIIYQQGyUFECGEEEIIsVkk3bC266Yb9igDXaRQ6CvQ4/UW7k6APparopKLPLBQw0hsDFp8uu84gXmG19XOvefcVH0a3YHbRHfWDqCvZi+gX6dyNftt8NYfePP7u1P/9Ps27WSQkVY/bWVxwQU3OMqk2+ZKOsBWEWfSefZ5VfoDl1CVeSaT55HFGZ7J+Yw2DrM/eYrz5l1MZRIOti5xZzNDSB9fLOZ5acUnMSooNeUkJPLz3RwRev6dbjqkhS4m9iHpECGEEELsEFIAEUIIIYQQm0HSDau74XTDHtQdKi1Av27WHSrtF3/hw54+jTGVaIx0nOP++cMAtAyP5/qe43ij3iiGlY90VokBD51EmursI0YXoobQnbgZJB2ypSKla1pFHzJRH/sbMWZsMpMyyLf7GMu28KIUbTVMFOcx8XFigzl1kispl7u8Mc44oxz2LOqpObzgGJeL09xZv0RfkGbcvIfLbpqXNc7yZL5FOY750Pve/4YeH/ZulKDfT910yDy6QNJNh0jaSgghhBDbkhRAhBBCCCHErcqjJ82VdMMLbSjdsMc46FRGA92hel1D9bINEKs2UTaFE+xnwOsD4FRhiGr6b3ht5fwHHnp0ornGJgL0/Abz6Mmfm8vaMYh+Hadu/pDEatqd7vBcmOAEPnbSxIkCmpbPAc9n1k1IBSUM8gy0HKayLfL+NEl4H4EVosxJGtFRSskM53IuRxoJV/JjHGhWaBkG7fBhbFWj7U4yYwySjkucN9y39vao94SQpfeTpK2EEEIIsW1JAUQIIYQQQtys5emGWSTdsNyG0g17jIueS6CC7jS9IfvrGQVQt8CMwE0sjMTCTFr87dAo+72r3Fe587dvcHPddEgFnQ6pdB7PszTXQQb5vnTLWp0CSCoGw5rDMyoEKiA2WhxsLLJgFtnXSiiFMYN+g6u5GmV/mlxwkIG4yulik4HmAG3nNHV1kJc0z/FY0UaRJR3MM9waZSRq8Nn+gFLjMP1RgEHz4d4e9Z6zVtoqx1I6RNJWQgghhOgJ+YNeCCGEEELcDEk3rG3D6YY9JIu+MnwePdnyDev39bwOcykIjSwPzEUANMw2lwqf4bvGUtHw1DdW1t3I2gL0vDWz6HSIh756fRD9s8yjf65ig1qmkQDYkcJLoGlXaZl1MmHMYLuCr8rsDxrkY48+LnAqF3PAm+KAl8GNbL5ShBcvxJzNzdDfPsSdwdOcte+gkjI50LrEiVaakD6+VCjy8EIDz17EMqfSvT7uPa6btppjKR0iaSshhBBC9IQUQIQQQgghxEZJumFtN5Vu2COKQBrdKRpsdOV8oF9mY+k2Sk0w0uoH4HRhiMj6HA9NH/nDwkd/fG4T2hmj57FZQF/N3i1iFVhKh6SR71I3pObo2qiBgaJIbLSYd6GYJDhM4Ub7cJIK805AxpjkuazLvtYiA34a3yjxtUyZB+tXOZVJcbAxhGFdZi66h8vFeY41LzMQpLli3s24k+KB5nmeyrcohYpffc97/2GPD11okrYSQgghRE/JHxlCCCGEEGIjbCTdsJabTjfscgqdFjLRxY/oZjZiJTqAMZ2dY39jGCOxUbT55GCZRxY8rObAo5vV4BV8ltIhs+ifrcsL0yH2Fu17x1u0u7UuCyNpkRghi1aRXNQiNOdJBweopJqMpzwUBlecEn1+GycymVVHmXRSHA7GuWAfYl/gcTEbM9DMMZ6/wuHGHC1l40UPYhoN/NRVZtQgmajIuXTuLT09cLEWSVsJIYQQ4raSAogQQgghhLhRLrojW9IN17qldMMu1k0LRejC0E2lhT7w8x8JEkxIAupUuWtxBADfaHGu9Dm+faz85ODv/uSpTWv12iL0a38BPbRPrfN4CX01ewn9PpGJnzvqKb/zMzewEhcnigk4gG8lTKYjnPAwl92ARcOibQxihzlqqRAnahCF9+KbEaE9Q+IfwTIuM+n0cXfzKl8ttnBjGzOqMdA+yL6oyhf6fEr1g5STAJLmQ709cnEDJG0lhBBCiC0nf0gIIYQQQogbIemG1W1KumGXstHFjzZ6cuSbNtAomwCREaKshMGWnj7gUqZEns/zqcwDv3+rjb0JCfrYaugr2WfRaZEMuvO2Hz0J9J5Oh9SdxvPzA2XCHKHZwolGaRk2l12HTNDPZMZHhQWgj4GWw9Vsi2IwRSo8TH+8wJlCg5F6gbp7HpJDvMj7Gs+6QzStHCPeFY42XUgKPJHP8+JKQGws4jBb7OFhi5sjaSshhBBCbDopgAghhBBCiOuRdMPqNiXdsEul0IWhGkspiZu2r+kC0LAgHfaTilMoYj47WOaV0y5veXDosVvdxybopkPm0Vez19Hft8rAEPp9tOfSIZHp17v382GWmmUy7OVRsc2inTDkxVQdyLbzFCIYbLeYztToC2YZ8bLk4phnCooXVUPO5hbZ19zPcPI1JrmH8VydI80rjLYzXLWOcsHN8mDzIs/mPfJJZP3Q/3h9Xy+PXdwSSVsJIYQQYlNIAUQIIYQQQqxF0g1r27R0wy6UQXdOLqCHt7ll/X6sAOZTimN1HShIqPOV/mepJCcWvDd9x8c3Yz+bqJsOqaI7b+eAkKV0SB86HWL1qoG3y9vf8eay6nx0FHwHP+lnX9MgFYYERsxwu0HVyrGvHVIOfPq5yJlcxIHWDCO+S6IKnEqXeElthjNunv2tEvVUhdA/zERhkjtak0SJw0LyUgLLJC0/bgAAIABJREFUxzXGGbPy5OI8F5Nv/P4eH77YHJK2EkIIIcRNkwKIEEIIIYRYjaQb1rap6YZdJo8eLm0O3UG5KbKhvp1yQ44tDgIw6zgUk0/zh0NHPohS2/31GQENltIhTfR7rI89kA5JOgWQXGiSjvrJRXXsJCBWHsPtGp7KcdBbRCmPjBrnTDrNsFenELrMq32MOVkOBxNctA4xHDU4nzU40IoZy0/R1w7wjIhM+wT74zmeKLfINg5TiOBI0/qnPT50sTUkbSWEEEKIGyYFECGEEEIIsZKFpBvWsunphl1Coc+Lw1LaYdPYsQnAdHqRQqCHw3qmVOKlc7n4sVz2w5u5r9sgATz0e2sa3Ykb8cJ0SBZdINkVEqVTO5lA4YYWoWoSqggr8ehrV7GSAVy1yFSqjTIaXHHy5MOQJDGoJnfRsBJie4YkOADmBeasQV7UvMDTOYtI5enzr3LEy5CKbB4rpjhWd0knDfLB4v09PnSx9SRtJYQQQoh1SQFECCGEEEIsl0IXPyTdcK0tSTfsAga6k1GhO/Pj9RffmPe+79cXwUER4yRVFBYqafP3w3XmjH0TfN8bFjZzfz0Qoq9gn0d34DZZKkIOAQX0+3LHXs0edgI66SjBUi3aqoFvtMnFCocKbjhIzfaYSHn4qkgYlWnY4MQVVHicLHWmMlUGmyWaqQtY0QHu8U9zwTrEYspif2ucQ16aRWOUU+kSL6uNcT5XJ69amUcfle+8e8yeTlsJIYQQ4lryx6AQQgghhOiSdMPqtjTdsMN1O+oD9Otm04eiKvh2DiAh4Hh1AADf9AnsT7BYfPrxzd5fj8W8MB2y0Hksy9LV7Bl2WDok7HQ1O3GCokHTrtN22mSjBNQcdjjCRDpk0bTw1SCFtstMtkUhmCcfDDIYL/JMIeKeasz5TJURb5QSZ5hO7mYsP8/h5mVyQYpx824WHTgQXuZMWlEIMuoLh9/ycG+PXvTQnktbCSGEEOJaUgARQgghhBAg6Ya1bGm6YYdz0OemgR5+ZksMNnMKwDdihps5ACbTGe6terys+dl3b9V+t4mAa9MhNjAADKLft6mete4G+Z3uZSdOiKgTGj4LliIbt2nYDexwHxOZEMICRlJgwIfZdIOyP8c+38WJHU5nMryoVuWcm+ZAs8yc28L0h7mam+RQc4GmaZGEL6YULzCemyfyD5ImRbp+/Nt7e/RiG9n1aSshhBBCXEsKIEIIIYQQe5ukG9a25emGHcxFv24W0Z2IW2bQ00P3Ny3Ihg4AT5RdSDK173vb5ce2ct/bzPJ0yBRQQb8mc+ir2cts03SI3/nWaSeKthWgVEDNdDFVxGRakYoGmHcCnKBEMYTBcJ6r6Tqj7TmG/BS+KnI+VeLO9iQXnf0MRE0uZhQHWwHjuRnc2ELFDQa8QQaTFl8qwUBjiHLYZqRp3t3boxfb1Fppq+77aUemrYQQQghxLSmACCGEEELsXZJuWJuDLn5sabphh8qir5ReQE8+vKWKgb4aO1EKhYlBmyf6z1PJX/ntrd73NtdNh8wBM+hh6xy2YTrEN/QkIGYMJAViI8Azy7RMk4mUSyFwaJrQ17YpRyF9ySXOZiwGvUVyocOMeYDZlEOKGaocxFRjzNll7mtd4Olshsgo0N+e5A7PJY4LPJMr8ZLFGnW7Rsa88PIeH77YGZa/n3Zs2koIIYQQ15ICiBBCCCHE3mQi6Ya1pNBX01fY4nTDDlQE0uhOwuB27DAT6ZemG+pbzwzoj57kofbn3nc79r9DdK9mr7CUDgHdabs8HdKT73/tzjX0CgOV5FAkxMkQTdOgYisGfY+67TLcbpGO26SZ4pLrUg58YixqyXECFdN258i1hvBT51HxKPd4ZxkzDzGfijngTbDPS3HVOsKVVJp7vcucynmUomi4F8csdrQdm7YSQgghxLWkACKEEEIIsfd0rxKXdMO1suhO43luQ7phB1HotJCJLn5Et2vHdqSH40/F+qvL1ZTL/lYm+Z63jI3frjbsQAFQA2bR6RAPXdgbRL/38+jPgdvi+QJIYmDGIXYSY8YDJLFJGyi3W7RVlv1BlZrdBKvKhF1GYULSQoV3UE4WuZhtcbRmcNWdZtgbpWycYYaTTOQXOdSaxEpSzHIPoRmQMSaZsPKk44xR/I3KHbfrWMWutF7aqvt+knSIEEIIsU1JAUQIIYQQYm9xkXTDWoro87PAbUo37BDdtFCELgzdtrTQb/z2b/2s6vTTG4meC+SZkoWZlE7frjbsAjG6w3YBfTV7t+hZYOlq9jRb+N2wZejR9RJlQlJHxTHZIIcR28Qqohw0iEmTS6pMuR4tI0sclamkInJBhWw4RH9Y5VQO7m74XMgk7GsOUnXqJME+prIT7G9VqJsGRnA3w9EcXy22cJsHySWK11Y+821bdWxiz1mZtlrsPL4t0lZCCCGEuJb8UhZCCCGE2Du6czdIuuGFlqcb5rmN6YYdwEYXP9osdfTdNpXJ+ruWvrKYKEKe6r/I3bXD777dbdlFfJbSIbPon60LDLF0Nbu9mTtsm923lCI2DWLDp+i7OAQoPAp+Azsq0TJbTDkRbaOfYjvFXNqjEMwx1HZwlM15N8e99QUu2cMMB4pLacVoK2YyN4Md25hRg1GvQCEJebKgGK0XKURN9sVn3rCZxyPEMtsqbSWEEEKIa0kBRAghhBBibyhwm+du2CF6lm7YAVLowlAV3cF32xXahReMsR8pj3L01WRg9p4/7EV7dqEInQTrpkO6P+cS+mr2Ero4om5lJ54VdN5XCosMbSOiv22QikJM2uSiJk7Yz0wqZNE0iJMSxbbBgtug359nyLcJkzwXUyUO+tOMWaNkmGMy5XJX6zLPZS0ilWfAv8phL0VAH19LF3lJfYbpVJOMmnjgVtovxA3qedpKCCGEENeSX7xCCCGEELtbN91gcJvnbtgBeppu2OYy6CHB5tFXNPfEQDP7go73edtiuFmcfui/PyRFvM2XoN8LNfSV7LPotEgG3Xnbj54EesPpkKUECNihQ8swKQQhRhzjxBFOXMOK+5l0Y5IojxUXGAg85twqI+0FSqHLvDnMrO1gmrP40T4i8yJtY4S7vYtcsfZTdUxGW5MM+S5XzcNMpVxOtMc4k/UpJUnfJpwfITbqtqethBBCCHEtKYAIIYQQQuxey9MNFSTdsFzP0w3bWB49XFrP00Il33rB/1/KOTRTfLI3rdlzuumQefTV7HX098cyugO3O2fOddMhoRk8/9mTilP4Vops3CQiwk0UyqhixkPMuDFmWKQUJQzEE1zKKAaCBk5sMa8O0rZi2s48Ra9M275IwR9hf3yO2fgEV3NVDnhXsRKHOU4SGT62Oc2MWSATZ1RyiykWIW7RbUlbCSGEEOJaUgARQgghhNidJN2wtgy6s2mBHqYbtiGF7tx22CZpoVwYvaAz8Jm+GmcKlff0qj17WDcdUgWm0a+PkKV0SB86HWKttnJg+s8XQOzIIiCPwiM0Y1KxIjIaWFE/i05I2i9QCiIKapIrbop84NM2TIL4KPm4wUS6ybFawlimxkhrGGVOUY2PMJ29yv7WPA3DwAhOMtKZCD3t7ScdK2Psp15/bKtPkhA3aMvSVkIIIYS4lhRAhBBCCCF2n266oYakG1Zanm7we9yW7cRAv2YS9BX/cW+bo2XDpdCSok3VeSb57R/5tWd72CShRUCDpXRIE50462OVdEiill5PqdjCiDMEKiJQPm4S07I9nKhAy0woBQmZxMNhhgk7i5lYGImHGR1gMKpwNpdwshFyyTUZ8vqYTCeU2y4zmSkyoSLBZ8gvUkhCnsobjDQK5JMmp3O86jafIyFu1KalrYQQQghxLSmACCGEEELsLsvTDa0et2U7Uejz0k03hL1tzrZioa849tlmQ6U5ywIgvhExHATjPWyOWF2CTlItotMh8+gO3efTIYGTPP9+syOLdJTBN3wCMyCVBMw4Jm7k0jYUQ20PE4/EqLGgyniWRSZYoBRkycc+F9MuJ+tVxpxhBsOQK67iSKvCxWybyMhSbE9x0HOIkgKnMkVeXJ9jIdXiQsZ+bS9OjhAbdEtpKyGEEEJcSwogQgghhBC7h6QbVtdNN8A2SjdsEw763NTZhmkhK1n6urLgmFTs5Gd72BxxY0L062ke3YHbrFUqzw/D5ySKVGwSKZ/ACLBVxGzKohBE+IbLUFhnPtWiZaUwohJzqTa5cJFB38LA5bJT5lAwy7g1gsM0c6kcJ/1LnHFL+EaGfe1p9rVdZsyDTDppTrQmOZv2aaiRl/XqhAhxCzaUthJCCCHEtaQAIoQQQgix80m6YW0WMIC+onZbpRu2gTR6iJUK2zQtpJZd5DyeUbxvMfs/e9cacRNiwPv5d79rtPuAFRsYkUVgBDRshUpi5mybQujTNhwGg0VmUx5No0jGT1FJtSgFFfp9B08VGbdzpJijmQwT2pcJkiHu9C4xq44wnfYY9SbJRA7TxlF8MyRrTDHppCEZ3N+70yDEpliZtlpAF0hy6HRIEZ0UkX4eIYQQYhn5xSiEEELsDQbwMuBNwLcCI5u47RLwWuAfA9+A7oS/UVngNcB3A9+E7pC9US7wys66r0GnH26UDXw9us2vQ3cCr8fqLLPev9IG9r+ZuukGhaQbVnLQQzvV0FekiyU59Htm26aF3vvBjzQSzOf//2yxmvDoo/L63rH0j85MDMxEESiflqUIDJOaqciFbRIcHJrMWSGhKlEITKpuiwF/gVLgMGcMU7dMAqdCxusjsK/Q5w8xyAXmkzuYzc4z6s3SMkyi8G7KcYVLuTp2awQ7TqXOvfO1xR6fBCE2U4D+3TaLLoi00b/3ZPJ0IYQQYhkpgAghhBC737cA54AvAn8E/DkwBvwvloYFuhkp4P3AJPB/gT8EPgVMAD9ynXUt4GeBq8DHgT8APtn5/7ez/t8oCvipzn7/rrPuxzvrvpvrj4v9Lztt/HSnzX/d2dYvo4sqq3kluriw3r/T19nvVujO3RCgrwSVdMMSF12YkrlQXqibFnLRnWbbNi2Ubjqp7n1FSDV1utHL9ohbozofT1YMRpwQWgEeNr4JvoJs1AZsGpbPvA1JkqccBFRTVQb8Km7iMG/sIzRCPKfCgabBrDPPYGuI0FrAi/Yzm5lhsN3CU4p8MMRgXOeZPJS9PnJJm1aQemlvz4IQWyZGp0Mq6EKIEEIIITpk4iwhhBBid3sD8DH0eNGPoQsFfcD3AP8UOIFOXjQ3uF0F/C46QeEDvw9cQKdMXgv8Ovrq8v+yxvofAn4UPXTDHwNfA+5Hp1N+Ed2p/9NrrPtzwH9Ad/b/JfBk5zje2Hl8FPjhNdZ9M7rQAfC3wBeAQ8B3dZ473Lm/1lXmMXroidVU1nh8qzjoDv4aG//57XZZluZC2bYd/D1goF8zMfrcbOuCWb6den5M+1gFjHiVn+lle8StSZ4vgBgow8cnwjdSeMokUJAOm1hRjgVnjpbKYkd5hoIKE27I1wUeIQo/PkjJeJwrWZ/j9ZArAzEHZ/qYcBV9ns1sZho4SCpeZH/bwbRcTmdd7p8MSNIef3zwumk/IYQQQgixy0gCRAghhNi9csD/QBc/fhN4GHgn8K+AB9FXfz8EvOMmtv096OJHCHwzupjyM+jhpN7WWea9wLFV1v0H6OJHgh6+6k2ddb8N+MHOMu/otG2lFwPv6tz/1+iCyc90tvNGdMfuDwGvX2XdI+jiCp1tvAb498D3ddrkd7bxvWsfNmPoAtJq/+5cZ73N1k03VJDix0pF9FBq2zrd0AMmOywtVAjc5wsgdQv+3bs+/KFetkfcmm4CxCCBCGIFoXKJDAOFIht6WEmRmVQMYYFiZFJOJplwLXJhSFspjGg//VGFCxnF0VbIhN3HgJ8w7iqOtGc5n4kJVY6+9iz72w4NY5BLqQL3NK9yOe3xlfzIYI9PgxBCCCGEuM2kACKEEELsXv8cPSnmAjrdsDzVcBZ4tHP/zWxs3g5YKpr8JjpJsdwHgMfRY1D/1Crrvr1z+0fo9MdyHwX+Dzph8nau9Tb03y9/B/zGiuf+HD2s1/L2Ldc9zmeB96147jPAf11n3e0kCxTQw27JMBdLFLoQZaDTDTJXxBIbXfxoAtUet+WG5f2l+T/mHfnastMlnZKbGYMyIlAQ4xInkCQJbuRhxkXmHYUZFshFMVlmuWqnUdiYiUcmKlGMm4w5GY41F5k0h0knVaYdh+PtMS6l+vDNFCPtKfr8FFfNg1QtxWg0xQUXDjT2f2Nvz4IQQgghhLjd5JuEEEIIsXt9R+f2/wNWGzv/99BDUJWAV29gu4eAl3Tu/84qzyfLHn/jiucKy/a12rrLH/9W9DwjXRZ6SK8bWfeVXDu/Sbctv8vqneMf7dzez+rJle2gm26YQ1/JLzQTGEAnPnZEuuE2ctHvhSqrfw5sW5no+QAIE5lIfqY7ndI/QgUkSYRSCbFyAYVhRKTjAJUUmHcSnDBNNg6x1TyzVpYIh3S8SNm3sHAYt4vsC2aZtAaJ7XF8Y5Dj7SssJIeYzrTY501hYrOQHEMpn7Y9Tysp0hdkH+jpORBCCCGEELedFECEEEKI3evBzu0X1ni+Apzq3F9tuKn1tqvQxZMvr7HM5zu3+4F9yx5/EUtpky+usW63vTng5LLHj6GLNcuXWWtdC1je0dWPHgJrvXW/wtJk2eudjxRwV6dtuXWW2ywKPeTYvSylG6LbsN+dYkemG26T5Wkhr8dt2TA3TJ6vgExkZ/1etkVsBvX8f00jgiTCiDOoyMBIfFJxAFGRuh3jRi7p2EcZDer0U3ciskGd/tAiSjJMOAUMc5EoGiK0xskE/YxEl1lIDjOfnmekPU9TmZjhMYajOU7l27jtYfoD70hPT4EQQgghhLjtpAAihBBC7E4DLCUgptZZ7mrndiPzV3SXrbD2EEzL93nnKvdjYOY6bVpr3ZXbX26RpSLGRteNlrVprfMxij7u59ATt1fQw2d9xxrLb4YfBf438B+RdMNKOzbdcBsUgAw7OC2Uirsv9RjjEC/vaWPELVuaAwRIEgwVkyRpFCZmEmHGHkZSoGlA3lc4iYdn+kRxicVUQCFYpM+3qJoDVEwL366Q9woE9gQD7UFsY5pqcoC5zAx9fhvPhHJQopj4nMoZ9LeKlOJm5q5/dlc/3WqMEEIIIYTY9aQAIoQQQuxOpWX359ZZrvtcaZ1l1tr27A1sd+W2u/cXWDvFUGepsLLaukln/evte7V1V7btRtZdTnWWeQJ9/CbwdcDH0HOfbCa3c/sSdKHlVzZ5+zvdjk43bCEFlNEpqB2dFnI6o14lyuetP/CjX+lxc8RmSUCpCJXEKJWCJEERYigPO8rjm4r+wKdtNqlaKdJhiqrjUQoXyUc2C2qAtgmBXeVAK2HKrTPQ6mfajcm3s8ynZ0lwccNF9rUtSDKcS+e5q1GlaXoqdaz/Rej5sfrQKT6rtydECCGEEEJsJSmACCGEELtTZtn99YYFqnRusxvYdvoGtltjqeN1+ba77breUEWrtau7bgM918PNrHu9fa91PsaAf4EeaukA8FJgEDgO/FlnmZ8Cvn+dbW/Uizu3c+giy2c3cds73Y5PN2wRA/0aTdCFoR09EbzVGQGrbUjoaTdIng9dKBKlpwQx4hQGMWYSoYwWFhlCBQNBk4rTJDDypH2LWqpJ2V/EjR0qapAULSpOiyPNiAlH0R+UmEwpRv06k+kWERnK/iz7fIeaGmTMyXHCm2Lc9Tmx/6470UnAJrqI3QcMoedY0pOSCCGEEEKIXUMKIEIIIcTutHxoqvWKG/nO7UauoO9ue73tptEdSyu3fSPrrtWu7roZ1v8bZr11r7fvtc7HaeC30UNsLXcO+E7g053/f+c6296o7vws70UPuSV2UbphC1jooe/aLBXydqxH/+Bex+z0Q1dt6Y/eVVRCHMcYKkbhYCYxJhExIWboEKuYUtxg0fYJkhz5EJp2nVLQJMbAY5RyXOVSJuZII+Kq1U85CLnqGhzxJ7jgZglVhuH2LOUgxbS1n4YFQ+EMl9NwoHbwIXSR0EN/pk+jC4YR+vdLNx2SZen3mBBCCCGE2KGkACKEEELsTstTDn1rLrX03EYmj651bvvXWWb5c9VV7vex9lW2LqsnRbr3DdYfsmu1Y1p+f71238z5CFka/uo+dCf0Zuh2YsvE3tquSjdsMgd9bmosvT93tKfn3vBGleivKouOzHuzK3R+ionqxD9QgIMVJ9gJxEYbJ7YJDZNC1GLRiomNHIUwpOo0KIQ+vqFQ8T7KUZ0x1+ZIq8WUNUBKLbDguNzRnmBOjVJJBwy1Z7BimwpHUMrHtxdoxQVesXjv5CqtC9HDL86jCyJNdFGxH50OKQApJB0ihBBCCLHjSAFECCGE2J2mWJoUer0O+cHO7bkNbPt857aPtf+WWL7P86vct1i7iHG9dVcus5zLUopjrXXXK4B0t7uR8wE6IdI1vMF1xfXtqnTDJkujUzELQKvHbdk0h9qpn+hefD/jtK+ztNgJVKd0kJCgDANUgpGYQIJNTGgGOIlBhEUmalK1YpI4w0C4yLSjSIchbWVgR2VKcY2rdo79/gLTVj+hOUHEAEeCCSrJQebSDYbbc3iGQRLewUA0z9lCgOsN0R8sHrpOU2NemA5Z6DyWYykdkkHSIUIIIYQQO4IUQIQQQojdKQae7tx/yRrLuMA9nftPbWDb3cmIbeDeNZZ5aed2Ebi47PGneP46YB64zroB8NVlj59iaSirtdZdfqzLJ00eZ2mC87XOx3H0Vb7ddm7E8pRNfYPrivXtunTDJsp3/s0Bfo/bsqnKHq9IOl9Vqq4naZ9doDsHSAwQ6/t2bGImYMaKWIU4sSLCxMGjZiU4cZZytMCMY2FgYsYepdDGwuSqnSfHIotqkMi6Ss4v0x+NUeEQC+lZ+v06LcMgH/bTlzQ5k4GiVyRSE/dtsOkB+nN9jqV0iIMuyg6i34OpzThHQgghhBBi80kBRAghhNi9/rxz+0ZW/53/j9CdNj7w1xvY7rPAhc79N62xTPfxv+CFQxVNAV++wXX/jhd2eLeAj9/guk+iJy7vSliarHytdb+rczvWWX8jvrNzO79iv+LW7Mp0wyZQ6ARVCphFD9+zq5ikjO5oQ83swmyPmyM2ger8PCMFKlGQ6AiFQYxJQtNUuEmCiUlgBtQNh3TokkvmmLMcYuWQiuqUAxNwmbJyhFYVxy8T2Vfpb/eTWAu0wmEq7iyp2EQlPsNtGzNxuZB2uaMVMO9Wj9zCYXTTIRX077MK+vdLNx1SRtIhQgghhBDbihRAhBBCiN3rt9CdxkeAN694Lge8p3P/d7h2cu996ALKnwMPr7Ltj3RufxI4vOK51wPf0rn/a6us233sh9FzZiz3MPC9N7DuPwa+fsVzJ4EfW2fdj6A7ql4DfPuK5w4Ab1ux3HJvQl/xu5p/Avy7zv3fQybm3iy7Nt1wiwyW5tCZYxfOhfLXb//FE0bUHakupN3Ov7inDRKbYrUESBKZGAmYSULDNEjFAQpFzY4Ikgy52CTNIgtWmoQUbtygFJq0VIEF2yWwavR7NnV7jrLfx5wDhcBhwZ0nUhlywRwjvkVbFRhzipxoTf//7N15lKRZWt/373Pvu8SSEbnU2j3dM03PsAqBDBizI3yQZDgSyEeADBIcjITBLJYAS4ARYsA+YGYYYbGIMTAaJASIwTYS4qBBYDEgGLEMmH1mGKabmd6rKivXWN7l3sd/3Dcqs6sya6/KrKznc06ciKqIN/LNN+LNzLjP/d2H53rV6i+99peyu/Rt7U+HXCT9zl2kQ06TfoYd9rvDGGOMMcbcB3frDz9jjDHGHD/PAa8FvhN4A6lA8Auk5YS+GvhQ4AXgWw7Ydgh8Znf7jQfc//3A3yItRfX27vmfAv5L4GtIg7M/AvzaAdv+K+C/Bz4VeFu37TuBPw98HWlprZ8F/u0B2/4c8NOkxMW/JzUf/13gg7pth93X/JEDtv1N4IeBLwXeAvxT4D+TCkRfSxqs+gPgew7Y9i2kAa5fIC3pdYFUNPl44JO6x7ybdLzNnRFgmfR36iVO4AD/HfCkGeYVsH3E+3LP/Ok4/5pT1aJFUOCbvulLXzrSHTJ3SZp7F0VRl257AR8VEWGaeYoQETK2swhhyDBERLaYyOPMvLLU7rLSLvOUO8XcQ5Pv8Ngs8ELZsra7xktDx6P1Ns/3WiJ9TjWXqepX8rR7hB2/wyPNRX6+F9wnPHf2CeBP7/I3uEiHzLt/56SlJsekc7cmnbtz7OeaMcYYY8x9YwUQY4wx5mR7HWn26bcAX9ZdFt4FfB6pUHKrZqQltH4C+BRSEWO/Hwa+8pBtA6mA8aPdc3z7Vff/FPAlXJvCWPhC4IeAz+fa4s3Pkwozhy0J9JWkgacvA/7hVff9GinNMbl6I1JC5mz33FeLwP9FKipdPuTrmpvjSAP8kVRwOuw98DDKScXLXQ5+j54YL+b66X9hJ7VUiGJvgZPgG/7xtz7DC+l26wA8QkqFiAMfYe6gjC2KZydXRIf0olLLhBnL7BYN43aXpTZny62hbDLPdnlsFri4NODJJuNdJbxq9iLPjIc0rs/pep3t8gO5JI/i3LsYyAYX81VC6vl0twsgV2u6yw7pZ1tJKoiMSL8Hq+5iCTdjjDHGmHvICiDGGGPMyfe/kZbD+izglaTixTtIaYbmkG2eBT65u/3HhzzmeeAvkpai+mRST4IXgLeSiivXswH8VVJi5NNIA7sXu336vetsB2nw9wuA7wD+MqkwcZmUJvmNG2zbAF9OSo58BvAoqbjxq93lsFm5Z0jLdX1Mt82YdBzfS+pV8r4bfF1zY560tNOJTjfcph7p/PpTHoJeKJWfPr5apdtqNbATYWXlzNr+AoioR1RBBTQlQGbOkYeA4tn1ShZ6lLGlLubMdYVJ/iKjdodezNiSNZb1eV7oBR6bBd7h1hiGGZdKx+NbL/GmpIeBAAAgAElEQVR2d57NXsWZ+TrvGXvmPMFpfQeX+hOkeQ0xf/ojSb+r7pdIOncX529BKojsT4fMST//LB1ijDHGGHMXWQHEGGOMeTg8B/zALTx+TioI3IiyVzy4Hb/VXW7HH3SX2/En3eVmReD3u4u5+3JS8mPCCU833IZhd9lkb2mdE0s/9y3+W+UPylFIhY+uVYR5wGXzvc+djQtEHFFSn3un6TLPHIO2RTRnkoFrexQ6Z+oVH3vsFjVL1QSvjqk7zePtLi/0hcc2at6arUJ2iZkb88r6Rd6qr2Cj3OXMJDBzDt8+xhnZ4r1DGNRr1MWfvPoojwep4FGT0iGevXTIMinBuFgq67BJCsYYY4wx5iZZE3RjjDHGGHOUeqTkxzZW/LjaGBiQlgN7KAZCn1rJXp3FIP12UQCxBMhJ4HBXPnfWKA5HQFICpGuO3jhBNCD02PWQx5ycmkkmlG3BPJ+x3E6oxRHDWZbjhJeyIY9WEy76NaJ/CR/XeCS8yLY+ymZ/g5Vmxtw5xu2IkdY8PXCszIZsj9/0jqM6FgcIwJSUjHyJVBSBlPo61133WBwoY4wxxhhzS6wAYowxxhhjjsqAtB7+ZR6CdMMtEFIiZtEIPhzt7tw/dfau7yg1UGhXALEx3xMhi/mVF7LJAkoOCCpKChIKNYLXFrTH1EMeMpzMmHlHr/VMsylLoaIRwcU1xjrhUj7gVNhiI1sjZBdYqVboc4FtHmWr3KCMDmLNmTpD6PH+csiTs4rnBvlrjuxgXJ+S0h87pGUhL5GSIgNSMeQUsERKzRljjDHGmJtgBRBjjDHGGHMUFumGyzwk6Yab5EiDnJF0bB6qCMSzo/DxUz/Hd2tf2RJYJ0Pe+iuvZO0bIhkBSQkfBVGlcQ5PQLRgmjnKkBHdlIYBvQDzfEq/bWhE6IUB/dhwMRuC20HbFaK7wHKzwiSv8GHEdrlBpMcwbHK29lSyzHPFiFdVF3nOn/vwozwet2CRDrlMSofskn5GrJL6Xy1j6RBjjDHGmOuyHiDGGGOMMeZ+EtKSLkJa2umhSTfchIy0HNiMvWVwHirvHvZP7/gcwaNYAeSkKOPex87at4BHcUQHIgICrQgSA2ifSmAtCLXMaaRHv1Vm2ZR+CDTOMW4dzues+wFtPmFQD2j8JZbrZdYLYaWCjXKbIH1Wmw0af573ubPsyoTzzTrr2cqTR3c0btsiHVKRlgz0pOLHgPQzddFXZE7qI2KMMcYYY7AEiDHGGGOMuX8e6nTDDZSkY7PDQ1r8uPgl/3B0oSBvOcNinlY82l0yd0nZ7i2BVUuFCgSEEBUl/WAICA5FtUfthKXQMM1rWlcyChU7WXqECzXj1hMpWM+HtH6Xc3O41KtYqVe4VDgebdZ5vueJ9DhVbTCKBevuHLWPDNlkIiuPHN3RuGsCqW/SIh0yJRVF1rB0iDHGGGPMFVYAMcYYY4wx90MGnCbNXt464n05bvqkGdwbpPTHQykP4YN285pBcwrtPqYEG7o9EXrRX7ldZXMaJ6gToosseoC0LvUAUUpaJyyFmqlvUe0zjrts5A4lp9Apo+CYujG7Xmj9hEfmgfVcWKlHrJfwWP0SF7IV5j5jrdlA1DPRxyiYs1tOkPrU6M2vfaJ3ZAfk7lNS8mMLuEAqigT2eoesAUNSgcQYY4wx5qFiBRBjjDHGGHOvPfTphusYdZd10vI1D63fXv3oL1Rqxs3wyv+pCKTC2QgojmjXzB3qtXuVrMZX1L5FEZDmSrFLRXFElIJGhGFsqFwqiIzDlM0sI5JThhnjkLEry9QCbTbhfBVY92PGoeVSITzSrrPDOTb7c9bqTSpxiL6C1bDNnw1bynpVlkfNK4/qeNwHLalfyGVSQWTKXhH6LKkHU4mlQ4wxxhjzELACiDHGGGOMuZcs3XCwRS+UEriErdlP5UZfMAzKcrU3Mb9bI22RGBqTZrOvkma222eZB0R/EeXRiNc5E9+iRKI0BARF03JnGkFzgjiGoWLqA6Il4zBh1+eo5JRxxqh17LhlvASm+Yzz88Blv4Jnmx1f8or6Ajt6jq1il1P1NnPnKNtTrMYJ7+srS/USQfSJIzwk91NkLx3yEulncQSW2EuHDLB0iDHGGGNOKPvQYIwxxhhj7hVLNxzMkQYdF43grdUFMIw7q0taM6r3xmG7JugNKTl0CbhIGswtgTNYOuSB0AvpWiRQtAVVNku1DmlQSWUu1dQaXcgIAr0YmHvFa8lQd9n2BUrOIMzoR8+urDDSCRd6yvl5YMONif4SQZZ5tL3Irp5jp7fJcltROcdanZGR8VyZc2peMKd4WD8LN6R0yDp76ZCCdC6dIZ1P5ZHtnTHGGGPMXfaw/tFnjDHGGGPuHUs3HM6TlgNrSDOxrRE88EXft33KufVMXWS8791ywPo8kZQk2iDNZt/u/n9/OqSPfc45VvKYXkolEhkQZBePJ7oalW4JLAcSI4onAr3YUEukCAWlTphKmZbGClP6IWPXjViKMy7mnnNV4HK2QvTrDJoxY73Ejpxjp9jCqSeLM061GWiP54slPmC+yRc+9ro/Pspjckws0iGbpPNps/v/EZa2MsYYY8wJYX/IGGOMMcaYu8nSDYfLSbOsJ+wN3Btg97n3fsg82yWK0A97NaGbqA7V7KVDLgEV0OPl6ZD87u+xuRVF95qqRAI5GRMy9UQaWnWAokj34dQTRChiw8wJeSwo2aWRIbM8MAgz8uiZuDFLccZG1uNMu8uGWyZkl1hulhG3xTycYafYIlLSa3c4VWfM3DIX8z6vqDdBilcd4SE5rm6UtlrC0lbGGGOMecBYAcQYY4wxxtwtlm44XI9UGNokLTlj9ixD9uSLpZJFR29fAQS9pbdQIB3bDdLSPjvd/6+QZrOvkF4Ha/x8n+XdyxgE1GVkOiFrM1RmBA8QEVWECJoRgUJjSoDEnIwZtS4xz1r67RxwtLrKUKdczgaM4g7bbkz0lxk3IzZyGLQZO+UmQXqstlusNBmX3Rmm3nEqbEJUK4Bc32Fpq/3pEEtbGWOMMebYy456B4wxxhhjzImQkwb4d7AB/qsNu8tlUnHIJEIaROWjhme/5gVK8rhNGfcVPeS2axVKSoNUpPekJ81kH5CKdPPu61fYa3LPZV0OrBGoZUIZanIyglREEaIojggqIIIK5LRUXsg1J2NOzYC5b+jHGY0AcYWlOGPTn0HdFBdSAWSpXmYjh9PNjPWyQemx0mwyLx5j051G2WKoEwYxPmE/qG5JTeodMiH9jC9JBcUxqfhYkc4rO5+MMcYYc6zYbA1jjDHGGHOnLN1wuGXSoPs6NjC43yItFBTdGIadj9jMhSCRTO/JqmmLdMhlUjpkQvostAqcJb1Olg65R3z3sbN20PhtBlHJ1RGpCAJERQARRdURBTINNOIoQoanomZAlQX6YU4rgugyQ52zkfVp/YxBU1K7TcbNEhuFcL65zIWiJLiClWYLHzN25CwZNdN8wgfu1h98pAflwWZpK2OMMcY8MKwAYowxxhhj7sSQNAP4MmkGsEmEVBTypPX0w9HuzrGSkYofFbD1ptc+u1q2E195iATyfQkQd28WUVukQ7ZJg7frQEsqVJ0jvW5LWFr+rpHYFUC80I8TiujJoyDSFTMk4lCiCoJDgUxbGjLyKCAVjQ6ofcMgzAki9EJBESMbvkfIZpyuIhtFxagZs1kI59p1NmWVSaas1NvUTtD4CsZxl2cHDY/M9MmjPSonxuJ82iH1DblESosszqdTpPPJevEYY4wx5kjYH/XGGGOMMeZ2LZMa4q5jA/z7LRrBN8DWEe/LcVOSZodvk/oL4MjO9+OUWgJRWvy+B9+jAsjVAikRMiEVropuP9e6+6t9F+trc4u+983f+y3ydo8CUw+94PEU9NShzGkkJ0rEdf1eVNNBzjXQuIxCAdfSMKD2Ff3gaEQYBIeIZ8v3CG6bM3VkM/ecbXps5nB2d4P3cYadsmKlnlCJw4dTrLLL872cs3V4xVEelxNskQ6Z8vLzabW7384nY4wxxtxXVgAxxhhjjDG36krvBtJsXxvE2pORBs5n7C0LY5IBqYHyBmmGOAABzi63U5SG4BpkfwLk/u/j/t4h26QET4+07yuk/V70OrCi302YXZBv1O6VnGQAJXmcMWwdyJRWVgDFq6Kiqe+LCI5IS0am0EqEmNP4il7ICCIMgqC+YMv3af2UU3Vksxwz1JbNXHiyWWeiZ9jJd3lyOqd2wqgZ0M8CL/QKTs/i6aM8Lg+JmzmfatL51B7RPhpjjDHmhLMCiDHGGGOMuRWWbjjcNekGc8UI6LO33NQV08w9/mg7JdJQO+0WQEoWqYAjdHU6pOwup7r7bTb7DQzawZXPnNt5RMmJvmHQOkRmqFtGo5KhBHGgggJeI614MlVqB5lm1L6m0JIWGAbPPBswc47g55ypIhsrI5xsM5MeZ9sNJjzOtHiaYQO1wGrrwZe8lPf40PWZ9eS5/w47nyxtZYwxxph7xnqAGGOMMcaYm5UBp+l6Nxzxvhw3ixnNG1jxYz8hHZeClBa6Zpb3z61tfVe/rfEEaqcvWwJLjtcQqJJmqm+ReodcJg3o7u8dMoSXfQsPvdG8d6UR9nZek4UlGhxFLChjCwQikUwVRbq22YqgBDIylNoJeXQ0vqIIkeCEQRSmLNE6CG7GqTqwJSOi2yQy4kyzwURPs1vsIJKRxYrV1hPpcSEf8lkXnvvtIzsoBux8MsYYY8x9YgkQY4wxxhhzMyzdcLhD0w0POUdaKi2SBjevLWe8+Zd6xUTO9mJFAVTy8kf5o0+AXE8L7Ha3HXu9Dk6zN7i7mM3+0BpXxb4CyC5O+7Q+EnVIGQOIEhXyGIkiV3qAOCKt5LguAeKj0LgGEYfTQD84Zm6A0FJlFaeqyLZfImab9MMSA/cCU9bYLXaInKMfdlhpPBfdmA0pED955AgPi7nWYefTIm21OJ9qLB1ijDHGmFtgCRBjjDHGGHMjlm442CLdUHJIuuEh5kkDlw3pfXPwgGVveW0YPTlz8igElyFcGS/H7bt9zEX2ZrO/RPqeI7AEnCfNZh/wEM5mX272PnJu9zbQOEJDJLghvdgCEXVQqKLiUAEQnCoB3/UAgSw6Gt+g6slixSA65rJEXys2C90rgMgWS80QZEKjK0zzHVRKltodltuMbbfG3Amtn547qmNibmj/+XSBl59Pi3TIQ3k+GWOMMebWWQLEGGOMMcZcj6UbDrY/3bCOzUjeLycNUO4A0+s+0rPSDxkqU3KFVl5e8nDxHu7lvdV0l132ZrP3SOfTYnB30VD9RBu2dCWNQB6nqGQUwMyNGIQWB7QiDEJA1SNdb3kRRfEISuvSSHfjalQysljTD8JUlujHTbYy4YkmsCNLRH+JpfY82x76Tcak2CVSMG53qcM5ttwagR2im68oKnLcFlozB7HzyRhjjDG3zRIgxhhjjDHmIJZuONzNpRseTj1S8WOTGxU/kuUyeJCaTCGqZ/+qVyfkw8pigHaTlA7Z7P5/RJrNvkqazX5Cvt2XG7TpBVVairDMTglRHdtZTj+kQkcMjl6A6ARFUUAVojgylFYgD2kJLMXhtaEXHXM3oE/Fts9ZbmdsuyHqtxi2A7YLWG7nbOYNkZJxu0MZM3ZkDSRQZzO/8/k/eOr6e2+OoZs9nywdYowxxhjAEiDGGGOMMeZalm443M2nGx4+w+5ymVQcuqHXNH/4moJHiK4m10h08rIlsPyDswTWrVjMZt8hnWsle7PZA3t9Q+qj2sG7qexSPMFFWl3iUr6Na3pIltNrM5woKhm9GAniiVKBCIiimvIZjeuWxHINKp4iNrhYMJMBo1ixnRWMdM6uWyO6LQbtEtsZnA6bXBoWRApGzS5BHK2eZahT1suG89n8PKnAax5cD9X5ZIwxxphbdyJnGRljjDHGmNtm6YbD3Wq64WGyzN5SaTdV/AD4+Nlb/2mmniAtXgORq7qgn/x3XyT11dkgzWbf7v5/zN5s9j4P8Oe2LDX1oBKYZzV1dpFKYKv09EJGGYVIST8qUTxIhO59IDicKq0ohUZqF1Eceawp1FHRp681u64EmaM6JLrtlADJHKebLbZlRJXBOOxQi0PiKcZxwgv9lihy/kgPjrnbrj6ftrr/PzHnkzHGGGNunf3iN8YYY4wxCzlwGpiwNxBrkiFpEO0yts78fkIqCnlS8SPc7IZveQs+OL/qoxAl4Lone/mTP3Sr2NSkmeyXuktFKrydIZ2bI9J5+uDQtLvTTKjzlyi5SO0ikwz6TU4ZodUegzYScSgBVQWEiOCAIEKugbkXwFPGhiJ45jKgpxU7voe6irItCX6HYbvETg5r7RYzXWW3aBg1u9RO8GGFkc64WILDCiAn3CIZcgm4SFo668E+n4wxxhhzy2wJLGOMMcYYA2lQaJmUbrAB/pdbJjXdvaUB/oeAZ285sK0bPPYa75uf6zWUOITGBxwRlZcXPEQf6vlagZQ0mpJqQ0V3WSFNZKtIA7oVxzQr84bX/UDFe9Jrup3DuJ6RMaMNZ7lYNvRnGcELLTmFBoLPgIBKet3VCYISBHJtqJ2geAqtUHXMXT8VQFyf4OaMG9jxNYO2z04Gp+I272GVST7l3GRGgzBqC4oscrFwEPV9R3h4zP21SIfMun8XpOWylkk/y2r2zqd4FDtojDHGmHvjof5EYYwxxhhjAEs3HGZ/uuESVvzYLyMdm5rbKH4A9LezXiMFeYxUTvAoaGT/WL6K56u++Kveelf2+MGmpHNzhzST/RLp2A9IS/ucApY4ZrPZl6b9KxPu1nuKp89SkzEIGY3fpYyeIgpRemTBE/GoBFAQBNW0FFYQKLSlEgEceWxxQKtL9LRh4guCq1hpIjte6LclO15Ya7eZscI0nzBsKxonjIJDKLiY5/rrH/s9v3lkB8cctcPSVmexdIgxxhhzolgCxBhjjDHm4WbphoN50nrxDbc5wH+ClaQUwk53uS0TdWVLRhaVWtJAt4qSFj/a8/iHf/in3tnunkgHpUNK0nsW9ho/H2k65FQ1vPJSXiqnRHJKLXExo/YbuFCQq9BoSRGnBMmIi17VKqCKqBAFMg1dAsRRaM2uCEqPnlZsuILoa8ZtZOJ79KNeWQJrzquZZc9QqBJRxsETKdnIBnL6kp4Fnjmiw2OOjwc+bWWMMcaYw1kBxBhjjDHm4STsDZZewgZ19stIM+pn3MEA/wk1IM2M3uhu37ZfHH7SB+aS4YgESb0eJF5bgysqsc8s17dIh1Sk3j2eNJN9QBrArdlb3qe9nzu2Nt976db7lynaESITho1LBRByGoTWFWTBE8hAAosSmIogwpUCSCOgOLLYEhGIA0ptmLiC6LZZqZVJf0BGxcxnrIYdZqwwy9+F6jJlmDBuHQ19Nn2PGLECiLna/vNph3Q+leydT82++5sj2kdjjDHG3AJbAssYY4wx5uHjSQP8gbTslRU/9ixm0d9RuuGEGpGWS1uHxTT92/d7/SffFPB4VaJLb0KRiF7VCb1se/aZ5dYEYEI6t18izWpf9Gs5S0p99bi25/xdt9xEARACwV2iiMs0znO6gcZt0UpBJY5GPEX0RJcBNYp07c8jSmrI4Ak0DpC0BFYQEO1Tas3EFQSpWW4jEz8g+m0iA1bDNjNdYZZPUvokzhi1jokbMXMOVX/2Xh8D88BbpEMW59MuaRxllft8PhljjDHm9thsKmOMMcaYh8uid4OlG641IA1mbbHXKNekgb1Fo+B17lKDYFEdRzyiKQGSvlB7TTVuqS5sYPH2KSn5Me/+nXFtOmSxvM9dXwJv2C52oqFsV1GGxCyy0mQEd4ldn4GDuReK6GhdBq5CAFFBXXrzRSQtgSUOxZFr0/2fwytMXU70FeNGWZcBKrsUYcBAt5izzCybolLQD1NCXGFXlpn7bVQ4c7e/Z3OiHdu0lTHGGGMOZwUQY4wxxpiHR0lqdr6NDfBfbQT0SbN8yyPel+NkMdM5cpfTQoJISn0AqihKpoEo4Pd9lWFrH1nuopY0gx3Sa7voHXKavWJJRRrEvePXOg+pdlW7SKvL7BaelRhxcZXg3snUnyUnUAnkrUfJQetuKr1DF83QRdNSaQAIWQxEoIiCiKQCiNSMmsj73YDodumFHl6eo4pjZvkUJWepndK2p9mVMYEtJH3fxtyuRdpqQqrVld1lrbv/WPTiMcYYYx529mnCGGOMMebh0CcNeN6V5YtOkP3phktAjhVAFhbLJi1mO99dopquwCHdzP64L16S2qGPGn/Xv7QBUlFrkQ7ZYu+9v9TdXsxkr7iNdMjf+ZKv+I9CAcAkd+yWO6znLcuzjJrT9OKEnUxYUaizSD84gmTg5qnxOQ6HpreBOlyMtM6h6shpiSLkKoBn5gqibxi3kZn0UNmlH/rMvJLHjHk2RSVnGCbMomfixhREVKMVQMzdcqRpK2OMMcYczgogxhhjjDEn36J3w/NY8WO/e5ZuOAEK9nqhTO/Nl3AKkYjgNaaB7aDEbjksTfcwDLYC1n3SdJdFj4OCNIA7Yq9YshjEvaGPePVf+GT+LLVv2SgEz7OIlOxKzkY+YBjmzLKWUdtSuUgePFEyRKa4CKoOIQKConhJ7xV1go9tlwBxtORU4ghSsxSUqetdSYBMPQyCMs1nRCkYhinrOCpWGGrNxBfn7/pRNCa5r2krY4wxxhzOGgoaY4wxxpxcQpp5WpAG+G1N8j2LRvANsIENQO3XIxU/NrlHxY9fe+2rz2YED6ACmUIUoVTlSr1DUhak117dFt3cB4uCxyap8fNm9/8j4Bzp/THgOp8nT0/GV6I7F3qBcXAshw12RbjQGzJua4KrccxoXIvTDEfE6RyHEMXhiF0z9BQYSgthkZZKIyVAGkpaB9E1jNrIVPqom9Jr+0y8MA5TtjOPkjFoZ7QiEFdZ0jnvKdfefU+OnjEvtziftkjn00b3f0uk82mNdD5Z3M0YY4y5BywBYowxxhhzMl2dbjh7tLtzrNyHdMMDa9hdLpOKQ/eEOPfGcVOdcmREceSqBIQiCo1LA96KIkAvWG3qGFikQ3ZIP1tK9tIhgb0+B1cSZufmeyvJPd/fItBjtZ6wLjnrZcFS44muwTFFXSCQoQIFFUQlkOG1S31Iei8ojiiKJ6ACuUIjaZktdQ2jVpn5HtFfZhB6TDNYDhO2XU7EMwzTVADRZQY64yte9Td+Hn71Ph1CY664q2krY4wxxlyfFUCMMcYYY06ee9u74cHWI/X82MQGl662TOr9sM69X6N+IIAjEHEUGgk4suipuwJIFMUp5PH6T2TuuwjMugvsLe0zJv3sqYH5WpWSO4Ky3X+WQT0ikyl9X3KpiLyiztksWjwzSlpqVxKI5NQEoBWH0xa0S4CgxC4B4mJAFwkQV+AIzH1g2EZmlMCEIvaYeGE57jKTJeZ5ZBBSAsTHEQPmQLuGMUdrfy8eSD+DF8WQq3uH2E9DY4wx5jZYAcQYY4wx5mTJScUPSzdc676kGx5AQkrEQCp+3IfIhc4ckNEScOSto5VAphm1S6vAREm7kamt2nvM1d1lh1QAKYHeUpNeP6WiV2eU7Roh26Dfeqb9HdZ2CpoMgrYstXMat0QkUuicOioRjycAgnT5DxDUKZnGtHRaFJqsINeWmYdzQZm5HtHN6Lcl0wzGYcKUMXPfMminNCL0QknhIyBWADHHzS2nrYwxxhhzfVYAMcYYY4w5OSzdcLj7mW54kHhS8aMhrU9/XwgydwpeW4ITsuiI0pLFgrlPBZC93uf2keUBEkiF12mm6XWsXCRyGpVl5rlwbjfy+ysXGNcZde4I6lgOLZXztE7JtAFVGsnINDVB36vJpbbontD1AhFacnJaZk4YtpG5lKhMKdoe2z0YV7tssMQsrznVVLQiDKLgUqHNCiDmOLuptBXp972lQ4wxxphD2HQqY4wxxpiTYUgaFLmMFT/2E9Igp8eKH1fLSY3gK+5j8QNARSY+KjkNQcDhaCQNaO9mqeAhqggB8Hzn6//Z7PrPaI6T173+++ZprBZ2csd2XvNsH7LY8EglVNkL9EPJqM2IDFkJDVWW00rA0VJqpCUn04aIx6mQFsFK1y5GlK4AIjm5BuYuox8r5q6H+illLJl6GOmMSkdUfsYgtLQiDFuHqAeV1et9H8YcM4uk1aXuUpEmPpwBTpOaqudHtnfGGGPMMWUFEGOMMebhsQw8xt3/cOyBR0gfwG+VAOeBc7f5tc91X/t2/qY5DTxK2v9btQq8guMzNX0Z6JMG+G1ppz2eNMAfSIUh66a9p2RvqbSd+/mFn/7iN/d681NnC5RMa5RIFjJqBKfCJEvRj0wdsXs7L017xf3cR3NnzuysXfk9c6EPXt7HpcEz5Cr0mlXm2WXQPsPgaRix2kQmrqCWiNBSxoZacjwRRXAokfS+UFEcERUhU2gpyGionKfQhoYSZUYZSuZeGIUJtSwxz+aUXQFkEB2Qg8MKIOZBtUhbbQAXSD/HhdQ3pH+E+2WMMcYcO1YAMcYYY042Ab4MeDdpWaRngF3gp4EPusPnPgP8EOnD9/OkD+DPA69lMfX3cGPge0gD9i8ALwIXgdcBgxts2we+A3ip2+550uD295M++F9PDvwj4Nnu6z1Hmvn+Zm5chHHA3wee6r7es6QBh38NvOoG294rlm443JGlGx4AA9K5ssHe0ir3zUqYfPlw+sRf68UGpy2tgI8FraSuIFtF+ojioqN1qWa1Wg3kOk9pjplHJ70rr9f7+3OW24xB+DN2XEmrZ2jcBbbdECVjrqustYFdX1K7lADpaUvtMnJtAYcoqAiCdp1AUgLEqxDwZBqoJCNIi8QcdTPKWDB1MApTah1S+zkiDq81g+iI5JYAMSeFkn7X7ZD+trHEnDHGGLOPFUCMMcaYk+2N3eWDgHcBv0z6YPzXgd8GPvo2n/dR4B3A3yUVO361e77zwLcAb+XwIsgK8OvAV5Oaev5n4DdIAxQIpKgAACAASURBVPn/APgV0nJOB+kDbwO+gZTg+E3g7aQB3a/onufUIdtmwM8C/yspvfE7wH8iFQ++uNv/xw/ZVoAfA74b+ADgD7r9bIG/2T3Xhx6y7b1i6YbDHVm64QEwIp1f6xxRE93oVFwsGMQGJy2tizgtaZ2jFs/FMi1l73DMu3zWWmUBkAfJ2ZleKYC8MHqGVnqcredsZ3C5HNPXCet5j6krmLHCqUqYZj1mPiKxoRdb5i4noyHgcIB2TykCTrXrBQItGRmBWjJwgTw6GldTdAmQpTilZsg8m6Nk5LFmEByVDOjr7LDfF8YYY4wx5oSwAogxxhhzcn0e8D+QBsj/FmmA/i8CrwT+A2mt6Ldw47TGQf559zzvJBVXPhn4GOCTSEmTTwP+l0O2/d5uX94P/HngE4CPA/4LUqLjo0lJkIN8O/CxpBmOHwv8V8Ands/33m5ffuCQbb8e+MukAfFP677OpwCvBn6fVBT5l4ds+6XAf0caMP5s4COATwWeIBV/1khJkPv1t1WGpRsOc6TphmNssTRKQSp+tEe1Iy7qho8lg9gg2qa+D7EgaEHtPZfK5kqr64lPg97LNZYAeYAsdVk0Yc4gzPHtMkv1Eq0WvNAbsdTucLnwTJwwdUP6TcHc95i7AC7S04aq6+2heLxCEAcoquC6HIhXIXTN0hvxRGkZBGXuI2UsmXtYivMuAVJ1BZA5/SDM3JBz7fqvHOVxMsYYY4wx954VQIwxxpiT6x931z8I/Pi+/98mFUR2gCeBv32Lz/txwF/pbn8RqZCx8Hb2Ch9fSyqy7PeBwBd0t7+clEpZ+H1SKgRSweHRq7Y9A/yP3e2vIyU2Ft5LSqMAfA7wYVdt2yelSyAt0fW2ffc9TzoeSioQfcpV2zrSslkAbwB+Zt996933U5GKIn+de68kFT8s3XCtI083HFOOVKQTUlooHu3eyGUfeizFGqRh7iJKQSM50QlbvV2k6/0x7TpJjFoLOD0o/o/veP2PZjHV1ec+EsI5lpqzeHLKts8LvSHLbcO0mDDzwk7mGLQlc9dn5iJKyyAEpi6n0IYgglOI4lJhTAVR7ZbAgkCOJ1CJR11LLyiVZBQqzB0M45Ra0hJYSkYRagbRM5MBf2/z//6Foz1axhhjjDHmXrMCiDHGGHMyfRjw57rbbzzg/kvAT3W3P/cWn/tzuuvfIi2DdbV/QWrMOQI+86r7/gbp74+nSctkXe2nSSmQnGuLCZ9FGvzfAH7ygG3fRkqkCNd+T3+J1Ci8Ad50wLZ/SFoOC1JyZr+PY29prIOO5TOkpbU44OvebZZuONixSTccQ4u0UEN63xx5JUFh3cWSUahQApVLyx21kqESaNxFFi9h7SoAesECIA8KH1Y/X0lrl23mjt1eYOpHzDLPOAiXioZxU9L4CYEZk0zoNzlz32fqlUhkEAMz78i1IeLIVGnxyJW3r4KAUyGIw2ugcZ5IoBehlhwXIrU4hnFOowMaVxPF09M5RUxLYEkWxkd3pIwxxhhjzP1gBRBjjDHmZPrE7nqD1K/iIL+877G3Mrq4eO7Dlg6Zkooj+x979bb/iYMHYgNpSanrbfvrHD67/5eveuzV2/4uhy8Zddi2n9Bd/xkvT7sctO0nHXL/nXqCNIPf0g3XOl7phuOlIBU/JqTk17Hw+tcMV11MCZBIZOIDkywnenAEHC8QJK2hFCUVQFz0R7nL5hY8trN85TPmcwNwPM2fLG+T0fCqeUOVv8T5aY73UzzbTLLIUp1Tux5zX9OKYxiUmZeUAMHjSYUOISC4rhm64oCIJyPSiEMl0ItKRYG4muAyhmFGQ58qq1HNKGNNER0zGRBbWT7CQ2WMMcYYY+4DK4AYY4wxJ9OHdNfPcfiM72e76xHXLjd1M8/97HUe88xVj71f2y7uu5NtP4iXF4RuZdtXcO2yX3fqM4CngO/C0g1XO3bphmOkB6ySevJMj3hf9vzEv3n8jU+O/00WeozDnBaY+paZK1GFfoyUcZ1a0inoFSCCZLzuDf/s+Hwf5lCPTP2Vn5/vHW8yagpC9k56rfLorKDKnuX83LMUlEy3meUVS21O7Xu0MmMmBcMQmTpHoTWtCC4qQTxCvPLDWUkJkIjDE2nFoy7QC0otObgZaEEvzqkZ0Pg5iKcf5mTqmUsf8WIJEGOMMcaYE84KIMYYY8zJdLq7vnSdx6wf8PgbyUhLDV29/dUuH/K8i3/fybY38z3dybaD7nI72wppQP5uWPyd9t+SxvrehqUb9juW6YZjYgiMSedSdcT78nJF0M3M+Rj7rIQ5U1fS+Cm7eZ8C6IfAajtnnqXEx1JdgNSAMNoZlEe67+amrNWpDim0TIv30krO2foCm9JDwnlm2fMsNyXnmpxcdxE3pddA7QYEt8tcCkYtTDKh1JbWQ67QSIYj4lhUqAVBiZLhNNLgUAJFhMblqNRkmpPL3hJYSkYZK7wKNQOqeVw9wkNljDHGGGPuAyuAGGOMMSfTsLvevM5jLu+7PbrF54U04/4wi4LA1c+72P5Otr3e97TYtk8q1tzOtld/7Xt1LG/kI7vrmtR35V/epec9CY5nuuF4WCa9/9eh6yR+nKytvahCuJyXrDYNE+nTuF0m2YCloHiFldqxm6Xu54NQMHdpQP3cbMkagRxz3/d9b/zneUyvXSs1/XqVolnl1KzHZi7s+DNU+UuojjhVFUh0LMcJSEuUAnXbzKXHqJFUAImRQCCL0IpHaCHuvQ2E/QmQtARWGVMCRKUijzkqLZGSxjdEPEWoURyRIVWlp4FzpJ8nA+zzsTHGGGPMiWN/4BljjDEnU+iu8+s8pth3+2aXVdr/uOLQR6Vm5XDtAOxiv+71tnHf4/dve73jsX92+f7v814dyxu50F2/gdQc3iTHN91wtITUC8WTih/h+g8/Ip/2aS3w4os9z+kGdl0fZIO563O2mVOJZ9AO2CzS6diLju08DXifndtHl2Nvq/wi7WrPG4VjLmuMm/MUYUArfZ7vrVDGLV7Mlhk2BapjTrdzKidkUVG3xUxKxo0w8Y5+VBrXkqnQkHc9YtyVte5EISI4jQRxIJEiKK1kKA1ZzGmdkkWh8TWIpxdrgoDqEktj54CLwJz0O+AMKfU34vq/a4wxxhhjzAPCPkUYY4wxJ9Nud3295Zj237dzk887ZW8ZprXrPG5x3+5V/79z1f33atsJL+8Hsdj2esdj//PuHnD7Zre92WN5I89110/fpec7CY53uuHoeNL7M5AKQ8e8F4o++2LpWatyZtJH/TpzP+TRWcMMR97mvFSmseciOtbL9O0s12oJkGPuAzb3NUAfwtbgaV7sjZkUGWVb8mx/mVHY5YViwEx6VPEUZ+uKuc/IVXFcppacfsi6BIjQSkMRlVoyHG3XAr1bBEtAu5JIiyNKoFClIQNXk8eMykGuQuMaonqKWBNFEO0jQo/0O21GSia+xN6SemP20iF97LOzMcYYY8wDyf6IM8YYY06m93fXN1MsUPYaj9+Istfw+2aKK++/6v+fuer+29n2et/T3dj2Amk28MLNHMvFtjVpAM3cXQ9GuuFo5KT33xzYOuJ9uaGf/u4nVpbjZOeFnidv+jj1eHmRyg15tGqZCThynukWnvMx58VeWuWsf7eyVeaeeWR6pUc57x5d5lw156nxM2Su4pE68kJfGDWBy73AVp6zK+c4X7VMsgJ1gT7boA4XC3YyYdBKSoAAtWR4aa70/wAQFRSHEAkiqETymPqFqNZkmlELlLFh5gFxFLEmIIS4XCH6lgO+jZpUyL7UXSrSsntn2UuHXC8RaIwxxhhjjhErgBhjjDEn0x9310+QZq4e5MO662e5tSbSf9Rdf+h1HrN47j+66v8X//6QO9j2Tr7u7Wy7OJYfzOF/Oy22fTd3bwkskzxg6Yb7qiQVhra5NjF1LIU4e/OnTH7j05/ve7KwRBGVAZeYZT3GVcGud0yznGf6Mxyp+fl2kdrvOEq+5iu+5meO9jsw17Pc5bJEG2bZn9FKSSF/RL8RPni3YZq9xOm6YFpsseUcG3KGs7Vjy/eoJTDQXdy+AkgvCo1vKELq6+E1IBFUXh4GEpSAA1GK2C2BJS1ZzKid0IsVc+dAMkrtlsBiEL72y579gxt8S4GUfFykQxYJvxVSOmSFVByxdJIxxhhjzDFlBRBjjDHmZPp/SQPxBfDphzzmM7vrt97ic/+H7vov8fJG4wtPsFdouPq5f767/hRg6YBt14CPu+qxV2/7UcD5A7btAf/1Idsu9vlJDi6+OOC/uc62Slp+6RMP2Bb2juXV25o7s0g3VDwA6Yb7bEB6T17m5YmlY01F2jNhned7nqxdYqkNjHSTmYdhPaRiSOU9O73nSBPxYblpEWrA8cRjH/aZ1/0C5sh85+t/YCbaA6DyDf14CpplHp/O2HQ9xtUp6uIpXjnJINugziaslz1G9ZCtfMjctQx1m0wVH0smudKLObXU5Aq1y8lVEVGiCItaqAqIpv9TArkqLR6kIdOcxil9rZnjCSLkoSUgFFF6t/gtKuln0Q6pb8gl0pt0QCqGnCL9XrN0iDHGGGPMMWIFEGOMMQ+izwbe213ewsED6dfzy922X36X9+s4uQz82+72N5Jm0e/3iewVC37kgO0/G/hm4O8ecN9PktZLfxT4kgPu/0ekvzH+GPjNq+77d6QljEbA3ztg239AKmQ8x17RYuGXgPeRii7fcMC2X0kqoGxybdPw/w/4ve72Nx+w7d8GPoA0uPXjV933fuA/dre/iWtn+n4G8DGkdeT/xQHPbW7PIt2ww93rq3JSjEjN4B+8Xigi7znbXuaZfiqAnGmnFLrL3DX4OKLyPZAGladpXGo3dGY+onJp1bNHt8f2+eWYeuXGarm4fbHnmbgxa/V5xvUS65lQuUeY5+/nlZOMkTY4NtjOlaW6x042YuYDw7hDGcCHHo20SOzTuoYiQuUKMm1Blajuyg9iVcFBKoqI4iMpAeIasuhpRChjTesKAqQeIAiFiuPNv3SrRZD9FumQy6R0yC7pd98qabmsZSwdYowxxhhz5OwDhDHGmAfREmkm/5PA5wK/Bjx+C9s/3m27cvd37Vj5ZlIz8I8nFQQ+GngE+AJScUSAnwLefsC2nwN8G/AVB9z3AvC67vb3AF8LvJKUrPhe4O+QigH/M3sN0xe2gW/pbn9rd/sDgNcA3w58fXffN5KKEfs1++7/n4DvAj6QlDj5RuB/7+77NtJyJfvpvv35AuAHSctWPQ58NfB/do/7JxzcD+Ubuv35K8BPAB/JXgHoX3ePeRPwhwdsa27dgHR+bpCKbSYR0uBqwYPaC0X1PefCRZ4ZePJ2zNlmF6jYyhp2fY/Ke/pEVtqXmLhUtx3XJVupJzqPzoqj23dzXU/sFFcG+t8zbqiKd7OVn6byfYIOeaE8ReVeYtAMeGSeketldrLActVnNx+ynbXkzBiFGhcLmrxC6FP5miLAnIJSFRGI4hAElcWKeErEoUQyIHRt0TPNaB2UWtNqSeMDuTZEgSIKDMvBXfr2F+mQbVIfqXVSCnORDlkj/e1yUGrSGGOMMcbcQ1YAMcYYcxJ8BPDrpKWRzJ53Ap9HWjrorwHvAJ4Hfoy0VMcvcnCC42Z8G/DDpFn6byAlM94JfBWpUPHVwL8/ZNvvJxVQHPBa4CngPaQihpIKNz96yLY/SSpGRODrgD8BniYVTzzw3d3lIL9ISv1UwJeSen28n1TE6ZHSGwelQyAduy8kFZT+JvC7pJTKm4Ax8DPd92zu3P50Q33E+3KcONIgqpJmnF9dXHwgOHF/crZd54XC4cKIc+0OQQIbec3lfEgQGDUtj8xbNos0OX+57fFSLw10r1bRZtMfU6er9BoJynuXn2K1hj9evUCbRQoteL6/SqHbXMpP8dhswLDdZl5OGM8Lpn7EThbwOmcc5/jQo3UVEgY0rqZUmLuCIkZUI9qFKrSrf4jsnRBZ1wMEGpx6WoFCGwIlrVOK2BARyijA4LAeWXcqkH5fLNIhU9LvqDUsHWKMMcYYc1/ZDBRjjDEPskiacf8RpNn4byMNTh828P4w+jngz5EKHR9LGqx/HykB8tMcPoj646RB/pcOuT+Sigg/Bnw+KYlRkV6PN7PXOPwwXw/8P6Siwgd3z/cuUhHid26w7XeSeot8ManXSEYqhPwrDk6z7PdDwK+QjseHk2bn/impsPKLN9j2p4Df6rb9KNJA/VPd9/GzWHPuOyWkQUFPKn48kAP890hGSn48Q5ph/sAar3/JZV37YZbY0RfzsTxaT/hNOcMk22GjGDEOAVXHqBrzYn/AK6cV/Tbn/cN1PnxzQC/Y/K3j6PXf/k+2s6dLFAjMGLYzGtfHu99hOWQsVw1/NBwxaic81VvjwwIUrseSXmIYVpj5JbZ9xWkaxqFCtURkhuiA2tWUUWmd4NUhRIJ4RFP/jwUVQCKZpjQIEshiSeOEMrYEchoX6LUtUSBXB07vVgLkepTUp2fRqycjFT8WSbea9PtzzoOY6jLGGGOMOeasAGKMMeZBFkm9LH4C+KukAel/B/x94P9n786jJDvPOs9/3/dusWZE5FaZtW9SSaXNsmTJG/IGBuN2Q9MNwzRM99AHmHOGbho8cxr6DAP0oQ02lg02xk17YWljFrvNYIPbbYwXbMnWYq2l0lr7kpV7RMYed3nf+eONrCyJKlmSS8pS1vM5J1SVUbqZN25G3sh4n/t7ng+t435dak4Dv/E8t/kCz62Q9LXh7YW4e3h7IR4CfvEFbvsEa620nq9jwK++wG3Fha32zTe4K6almLQmxC2SdniZz0K54xcPXmM75qFm9ZP9zelc7nh+lO09y5IewffnaQZj7Or16GGJsojDxYBblgb4xme5vAJ2E6iQ97znQ/1f+qV/+93MbhAX2VR3c8kOmwvUI43KdpNLltmmT9M3E9zYNHyzukA5hdmcYnsvT5qNMZm28Gyevlei5XfIdEY169PRBQqmhzZ5Bt6AKINYK7zMQ2ExSgMWixuKjgWswmLRFjKlsSrFI0+mLIFNyAjJVEJgs2EBBIjNi5UAeTYpbl4IuHNfiEtTjrNWLBngCiNyLhRCCCGE+C7JJVRCCCFe7trAD7NW8PBwcyg+gLzOCfFy4ONasiW4mR+y4LcmjysMNVi7evxlKyPTgOen29mcznO46LOpl6Oti6BP0var7OvEdHyPxAt5qtJBMUChGekbMj0AFFPNMRkEcom5YiU4m8U4VIb5wgy1ZAvVfoUl3yMfTzEIDrO1G9CO6tT9kA7TTMd9DBlWBfS9Nh0iqlmftlegaHtAkYEeEBlIlMW3AWBJlRuCbpRidQzIahrEs5ApD8jQxrXAimxCRkCqU3xjMCgCo0Cb9U6aGdzP9goucVkf3ldibXZIAfe7jRBCCCGEeAFkYUgIIcRGkOHmL/wCa21zfh74DG7hQAhxaQpxC3wdXuatnV4EJVyqbcPMQil24seBgZ/szW1O5zhc8gnjCmGqCb2jtIMqm7ohTSI6vk8zPIK7EB6mOiVWZ2zvakfr9yDEeY0P3PdGYTk4epyxZJ7DpQpxkKepCtT9SeLgMHs7iiycZylIWdDb2N6P6fgBobVkepmOLlBN+9S9AkXTRZsiAy/GMz7oDC/zwBqM9lCwlgAZsrgcirUKS4ZGkypFYFMyG5Dp1LXIUoqru7nP8eOvemR9jtgFJbgLO5Zww9S7uPPkODCBOyfID4AQQgghxPMgBRAhhBAbyQeAf4FbMACXDPkmsHXd9kgIcSE5XGunBms/s8LNQqnijs8irl3OhnDzR25OgINBspMtySyHiz5BWqWSZYxls3Q9S6VfpqNHsF5GoB+n67mF9cl+wOmcq2+PD6wMjr6E/PZv/35fW7cmb1SPfNYAChwrPUbipSgKzBQm6etTbO9E1EyfxGswE1bY1I9o+hGhNeAt0NJ5xpKMeuBRtD2UKRJ7AzKbw7d9fOu7GSB4aGsxCpQ1Z4ehM2yBZZQCZdBWkymLb1MyFWBUhmcNFtjXiQ6t0yF7rlbTIQ1cOqQxvL+MS4fUcBd5yHt6IYQQQohnIb8sCSGE2Gj+P9xckFPDj28A7gJesW57JIR4piIwgpv3sSHSDReJxiViFBt3EPwDXryTrekcT5V8orjG9niFwDZZCRISKrSDgLIxbO01WA7dqI+xfoUjlRUA8pl0A7qU7F6aDN1TFpZDjZduw2ZFRrODjCYJ03HKyfwYnmoR21G2dX18FqgHPiODCsthETDk7AJtVWQsgXqoKGUdlCkRe30yFeHTxzcBKEOqXALEYFEY7DmtsFwyZLUA4pEp5eZ+EJBpg7YWa0Gpl12SIsHNAVoEFnDFkQiXDBnHFUakPZwQQgghxDNIAUQIIcRG9CDw6uGfAFuAbwBvX7c9EkKsquBmW2yodMNF4HEZzEKJVfqIn+xiIl1iPmcsWY3tcQOj+iyEPRaiElZb8pllolfiZKEEQD71Wc5OAymWkPf95h8k6/tIxKq9LX02kfN4xXK61GCyt4VtnYCeCrmp3udUXlPKuhzKTbG9V6KULdCIUiqDIvWwwkAnjNgGbZ1nbKBZDjUl00XbElYN6Ko8geoRZAHKGjLto7BkCrQ1w4LH2o+MURprDZ5VGIVLgOBjVAoolMqwVr3cCiDnMkAPd66YY62F4Ahr6ZA88n5fCCGEEEJ+IRJCCLFhnQZuA/7H8OMS8Fng/1y3PRLi8qZw6QbNxk03vFABrvjRZQPPQvmeT77jXX985cferU0FbarJdDqjjkSj7By0aOqQ5bDJmXyN6WRAYqGUFHi0EqKw+DYkDEJi7eoeuxtjEgO5BHzwj97/jkqy+q0wPFZ7kun4FA1/mnxaZN7zGR1M0oxOMJIoDudLhFmVSmyI/Qaj/Rx1v0rbSxkxdTLrE6Uhy4FHyXRRpoiiT1fn8FUfzwRARoKPsopMWbTKsKwmQBTKWqxVKAwKTabAJ8Naj0yZ4f+TYbEbKS0Rs5YOWcQNz8nx9HRIsG57J4QQQgixjqQAIoQQYiNr4eaAfGz4sQf8PrB93fZIiMvTarohZQOnG16gHK4w1MQNg9+4DLUzhTORBRPGe/0dyWkeK4fsayrmvFES/wTLwTjXtXs0dUrXDzg8sogejogZiyMWXEcstnW0zAG5BPjHx/7aDrsupbpPMY4xFHlgfJZGFNL0SqzoKWL/MXZ2FMuFFZpeEcwoFT1LpRfSDEao+wkjZpnQaLyswFKoKZk2qc0RZRltXSCwfQIToLCk2nMJEMCzBoPi3CeEVQqr3b1GgWczDD5GZYDGswatNmxBIMMVU+u4Qeqt4f1VXDpkdcaQ/AwJIYQQ4rIgBRAhhBAbXQL8DPALrF1xLlcOC/HSWU039NjA6YYX6NxZKP113pcXndZ8K9YJjaje9pO9antyhsdGAqr9CqnN4/mP0Q4n2LOiWVElOkFAL3iQvs4A2N0ucLjkDlM1kbXbS8F19ZGz34jTeR+d7SIzeUJ1NwWboFTEqfwmkuAQ+1uafjTHvO/Ts5uZTur49Gn7FephRsk2KBiDn+VZijRl06XvaQopdLyca4FlAhSGVPt44BIgZMOsh31mGQRtFIbVIomHUa5dlsZgL495GRaXBmnh5oYs4tIiBVwxZAyXkN2oxSAhhBBCCCmACCGEuGx8APhRGF5KLIR4KURcLumG528Etwi5hCvUbngZ5k6AY8VjYRDvZVdykoNln1w8TiXJGDPHaPkBo90Rml6VkJSJ9Bj10I1qGOuNcap0GoVB24j3vP+/9F7AbijcYq+kkC6CqZ45W3F4cKzDbOko092tXNGKKWSGvZ0+p4oTGL3Mrnaeil1iOewwq3exY9DBY0DPL1P3Mzx61NLuMAHiMZIaenpAIYO2zhPQwc9ClE2JlfsWpgo0BqM02j6jq96wJZZVCg+LxcPoDKUUyhqwl+Wi/2o6ZBk3O6SNWxOoAZO4GU2SDhFCCCHEhiIFECGEEC9Hn8Ytqk4+z+3+Cngj8MvD29cu6l4JIc5VwC2mXRbphudB4RYbfVzxI1vf3Xnp3PETnz8CzBwvHcv5gyvZmZzikRGfKB5n16BB3ixRDwYMVI1moKmmGTvbPscLIwCUM5+UjFT1AcWOhdHnO8Ra4147MlwiSXwX3vdbH449mx9+NGAleoSpuMWKv5WRuMKSDnlVI+V4PiTM2izpSXb1IdPznAgn2dGDvgbfetT9FGtjxtMuflZgMVSMpD59v0chs7R0kZAuoQkBQ6oCtFWkyuKRDhMgjlVra/duEog9mwCxWDcw3aYo7LGX+JBdalbTIU1cq6wlXJvC1XTIKC4d4q/XDgohhBBCXAxSABFCCPFyFON6W9dfwLb3Au8Z3u66mDslhDirjGvvdNmkG54jjWs5Y3GFoctxEPydJ4sn8cwmSqmX4S/Tspu4crBEqnvM5LrM5KvkScisojKo8GAtRGHwTYhHkYXIvYXZ0/Sfz1XqPu7Yx0ADSYB81/YvTp1dGF8JDPl4E6mKuH9shpUwz7yfIxdvZSU8TT5THMxtZle7TMgcs7mI0V6VRpAjMoaev0JbR4ymXby0QN/v42dlel6PQmppeQUCugRZiCYj0R4a6wogNsXgoa1BWb32jVX2bIxBY7BKY4ZD0LWid1Jt+sWX+phd4jJcUm81HdLFtQxdveBE0iFCCCGEeFmSAogQQgghhLhYVtMNIZdZuuE58IFx3BXXjXXel3Vx8hfe+rUfnsmuncvPkZImfny1tyc+ycPlMtd0eszrCo1gjlO5KW5odeiS0PFDDpdPoYYd1Pa2E54ccYGi0ec+ByTELeK2WRsILb5Lu1r27DfgYFWxHFXRaZVQfxPfi+l5JeaCSQbhI2zpGQ6VAorpJsaSFZbDlFqvxmJYJrKWTM+yokuMZx2UKWC9DtqM0PV7lDJoeQVCOoRZCGQkOnQFEG3xScmUxrcWhkPPlV0tgyjssE2Wta4AYq1CWeP9vljkggAAIABJREFU+q+ry7EA+VxZXHJvBZcOWcadz/O4YsgorsgtM9WEEEIIccmTAogQQgghhLgYJN1wYSHu2LS4TBfgrVuJ3n9r3VxtleVUcSYLBlexJznGg5WQXe0iy7qGCQ/SCDdxQ9Oy5JfoBj5xeD/t4TLr1vZmTpZmAIOyEbe/+8Pxd/jSeVxRroG0vbpo3vue3+tHNgeAIuXg6GP4+mG29LZwRdNSiVNqmeFUYTNp8BjXtGAlv8SKLlMd5FDBAmP9EkvhKJBSULOseGUmki4Nr0TZtFCmQs/rUsxwLbBUB99EYA0DFaCtJVEWzyZkaDxcuiNTPGMUuiuIuDyIK4xoa6St0/OT4gqIddww9S5rqapJ3EyjCEmHCCGEEOISJAUQIYQQQgjx3XpmukHaC61ZXYCvcxkvwCuwCr6ytWsJM7pHykdyYXw1V8bHeKAakO9NUk4Uo/YRWkGR6VaVhh6jYDL29GaYKZQBGI1DMjUg1gNAceXSpmdbyC4Pb0u41lfiItm/uCVcbTDV82LKcUYpDTmc30wpLtNQPq9f7nC8NAFqmRsaIWl0itkgIM6mqHGCsV6OxbBGRydUzSINVWQi7rMQFKmY9jAB0qWYWla8IqF1CRCtUhIdoFEkCpcAwcMbtsByZRDjnnGARaEUWPRwBogGrLwPfuEMT0+H1If3lVibHVJA0iFCCCGEuETIL35CCCGEEOK7cdmnG56FLMCfw1i+qIE9XdM8UTqGP7iaXfEpHqz65Pqb2DuoM2JnWQwHdFWNRqgoZxlbWjUOVKoA5NMcxvM5XXCfc1f7vFecK6CKuyJ9EXf1uriI9jTX2l89Ufax2V565Hh07BEauTwLfoFtzVFmohhlu6TZONuTJvO5BktqN1uTJULTZzkcpR4OCyBemc0xzEeakayFzqp0/R7FFBq6RKg6RFkObEasQ5cA0QbfJqRK42NRdtgCy2WOzlptiWWHc0G0hR/9lJUF+osjwaVDlnAFkS4Q4IriE7hzYLRueyeEEEKIy54UQIQQQgghxAsl6YbzkwX481Be8HeAfWXD1k6UTqBs0RaTKVtQZ1jQm9nfWyBWfU7k2xwrjLEp7RNj8EyRB0cbeHQAxZ4Vj4PVOgCl1OdXfuWX7jnny2jcFegKtyArrdgustt/678MIjNcz7aGb08cZr58kPH+BJvSb5NTMQ1/hJaeph4dpZBqHstvZW8nIPVmORxuZ0+vh2d7tP0qi2HGqFkgIaI0iJjL+VRNE20rdP0OpQxW/DIRbcI0QuMKIB6uBZZPQoaHb1MUmkyBti4Hcm4YzbqyCCiFwlKry3vhF8G56ZA51hKBq+mQGpIOEUIIIcRLTH7pE0IIIYQQL4SkG85PFuAvYNvv/O1pFA9ft2KigR4wW5hNgv416qr4MPdWy7yyOeC0P8ZK7iin81t5zUqbumdZyoWs5L9JR2cA7GxvY4kZYIAlYJe+7qbhl/BwaaQEV5STVmwvgusXJgM7fBsZ+30KNNjSTygke9jTLFJOLAVjOVacxoYPsrWf8XC5yvbuODk7y9H8KFt7EYaEVBdZ9BMqdpF8YvGzEnORppo10WmVjt+hlFpWvBIhLcIsQpER6wBtIdbg24RMeW4IuvVIlUJjUUZj1soeuDE0FlcKMdTPyLyKl8C56ZAFXKE8xKVDxpF0iBBCCCFeAlIAEUIIIYQQz4ekGy5MFuAv5I9slY8Mvvit/HWnt/YtuZTuoZFDYRDfwFWDI9w9GrK5NUrPjhB491GPNnNVvcCSnianU3b0jnG6OALARN/Hi6osh+7wXlMvaFzLnTFc+53mej3My8GuDue0vwoI+vvoqjxfn0ywWZkVZXh9vc1MfivGe4obVgxzxQap3cJUv8NCZKn1JqiHEZG1LIYZgWkzbrr4aZHZyHMJEFOj63coJ5YVXSSnWkRZDkXKQEd4wyHogY1J8AhshkKTaoUrfWhQ9mlVDtcKS6HlZ3M9rKZDGrh0yMrw/jJPT4fIGoUQQgghLir55UIIIYQQQjxXkm64MFmAfzZpvB2l3vp7Ez92s7JwXcskR0tHiPrXcXV8iG+NhuT7m9k86DFtnmDFN+TiMebDkOrAsqtZ5t5aDYUll+XQdp6DtQEAE33APS+bQGf9HuTG97v/+aOpZ3IAKDLu3vQkxypHCJMRuvmv0sx7zPoVrm4UOFEIMKrNjY2IJHeMRa/AaJzDhAuMd8eYz1XIGcNK0CZWsClpE6YlZnOaWtZEZzXaQYdiqmh5BUJ6hGkENqPvuRZYsbL4xKRqWACxmlSBxqCUxgLKglXDgejDash4b/6jn/51Jcm19ZXg5kYt4tIhfVxhfYK1dEi4bnsnhBBCiA1DCiBCCCGEEOK5kHTDheWQBfhn99PhAeDEt8rXTWbKa72yYSrHyscgG7PjccG28svE2VZu6M6iqXO80OZ4YZyy7ROrFN+WOTB6BkUbUFzd2M0x/wiQosjxod/4o9O4BVTxInrV/Ji3Ol28pwcUkhY7eivs6O7gmpUlxpKUejBCV21jLjeLMoaumWZbMs/J3IBBtpUxdYSJbpH5cIJcZki9Myx7ZSaTNn5a4kzOo5qtYKmg6NPVJXzVIUoDl+BQlliFKAsD7RIgKR6BNWA1iVJ4w79bDFYp3Ax064ohVvG/nfz0x9f1QIpnMrj2WHVcOmS1iDzCWjokj6xfCCGEEOIFkF8ghBBCCCHEdyLphgsr4hbplpEF+AtTymL5TIrHQ7krZq5fsQz0wJ4qnjRh70Z1df8p7h4Z59aVFjN+hTO50xwrbOe2eoeGMizkQ3rRHTQC9+mmewVUGND2EwCuX6rK+5oX2Tt/7p1fmO6tHeaHaz5RchWJznHv2ARjvUmwlorJOFzazCB8mGoCDxe3c2XHoxHNcNLby3Q6QzmG+WiM2EsYsWeo6wpTaRs/LTOb86hlKV2dUEwNda9MRIsoy6NVSqJCLBrfWmJtCBmQKp/QZGjrkWjwbIbCwyiLNhY7HHxulUIpqd2+DMSspUMWgQGu0DzJWjokWLe9E0IIIcTLirxREEIIIYQQz0bSDRc2gutZv4RLxohnpf47wF+MvnWsmlg29W3nqZFDXti/kWvjJ7hjLMeeZpU6NTz/LpZyW7luucC8t40Rk3FNa44nSxMATPYLpEGbR6tuBM3mrpWB1i+ymyq3fv9qRyJFwkMTj3Bk9EmyrMKR8h0s5iIa2vCWpSYzuW0o/wH2twbcN1JiV3cCrU7zeG4X+7ptPNtmIRynHgwYM7MseSNMxS1UVqYX9AjTETpBm5EU6n6ZnGqSS3Mom9L3QvQwgDZQhtAOiJVPaFOXANEKDwPGw6gMDRg0CouySrJrLz8Zrvi+mg5pDe+v4tIhVdzrlJwDhBBCCHFeUgARQgghhBAXIumG81O4liw+7urkbH1352XiZ/xvgTr1hZFXj1tUdkvD5A+NPEUY38h1/Sf5+nhIsbuNbYM+W+wB6oEhTEeZy2vyiWJLa5I7JiIUA7T12daZ4qmREygytM3xe+/6eLreD3Eju7Hun11grocp5cSws93mivZW9gweo6BSZv1pdternCxEKLXMLXXFYnEBm+5kYrDMsVyFrb0SnurRDMeYDzPGsjmWdYXNSYfloETFNNDpKO2gTSWxLHsVIlaI0hyKhL6O0BYyZUk1BHZAonwiO0yAKIVHilIeVtmzBRAYDkRXFrSWMsjLk8WlQVq4uSGLuLRIAVcMGQNKSDpECCGEEOeQAogQQgghhDgfSTecn8YtshlcYehyXkhNgQouIVTEFYTO699/9NZN/+5PXvmREU7/Q8MrcyTcPHNj3XgniyeJibKxwRRxbpZOtoOb2zNAnUOFFk8Vp9kedxjoLvUwz9HK3cTa1eJ2N0fIVEozcLOsb5oblfc2L5L3/daH43wanf34m+MGm15JrCMeLu9kT2OUUqJYDgMa3mZO55eIsexoVdHhURa9Mtv6lqXcgPHOJF1l8WzAfJAybmZpeCWmB3A6ChjNVvDsGG2vTSmFulcmr5rk0gLKZvS9HB6WgTYAhMQk+IQ2Q1mfgQeBzcD4GOywWHJOAgSF1eZy/rndSFbTIcu4dEgbd46u4dplVZB0iBBCCHHZkzcJQgghhBDiXJJuuDAf139+AKys875cCtq4RccO4OEKIedddMy85I3Wqp9+g//eKwA+Vfu+0t6OJWds/GTlSS/svYpX9A7y1fExXt/octwfZ7HwFMcLu/jexZh5XSYJDJuyBzherACwpVPAeH0errr63FRf2mC9WG6Znfbt6ltH1WOh/G3my/eTZSUeHbuHelCip3tc3W1zaGQbnehhCqniSLCdKwZznMz38dJJSt5xJjqTzOcq5E3GXJgwauaIUkUUlzmd8xjL6i4BErapJpYlv0KOFXJZDqVcAsS30NcW3yZomxGrgMikKOsRK4U/TIAYleFZyFCo4X/BQiYJkA1oNR3SBOZxxfuUtXTIKC4dcsFCrRBCCCE2JimACCGEEEKIVavpBoukG54pwh2bFms96MVzXHRcOtH+MtDbwV03a7JTn6vcVvMs9hUNo54YeYKofwuv6D/KlycitjanSWyFEfV16uEm9i5XmQmnmYwV1y6V+PrEOIqM0OSY7k5wtHIISMDm+NivfUIKdhfZf3zffz66tavOFpeOFj3y/U1s6cLVKzvYHN+LDTPmqfLmxYQzuW1E3l1c0e1z18gWrmmHzOdPMceVjNunmOyVmc1NkDeG+XCAos+mtEOQjnAq7zGW1tFmnFbQopwyLIA0yCUFlE3p6RwehoGG0Lo0kGuBlboEiFb4NsOagExl5yRADMoqrAWrtDxPNr4MV5xdTYd0+Q6FWiGEEEJsTFIAEUIIIYQQ8PR0Q2Od9+VSk8cN2q0DvXXel0vdeRcd//zXn9TJIPsCWL2dO0+eCic4GW5afFXDBE9WniCIr7ZX9Ra4Z8yQ6+/gus4C4+YpTue7LIQTZH6PgUowVHlk9GGMcjWoHa0yOs2zGLn17JsWCvL+5iJ71fxVO+zZ4ecZX95yguXcJL0g4L7aLq5drjEaK07nxhnrTHE6r9AscUs95fFqwmR3J1qf4GBuDzvTWQpJzJlokshkpP4My7rE5niFIClzuuAxZhp46RitoEUttix5FfKqQS4toEnpenk8a+lpQ2T7ZGgyNJHJ0MYn9hS+TVD4ZMrgWUumPDQGZT00Ng7TZG6dD6t4aVncHKsVXKF2GXeuOrdQW8QVSIQQQgixwcgbBCGEEEIIIemGCysPb0u4YbviuXvaoqNV/FeAm/Uf7wL4VPUthesbhtjrZseLJygMbmZn9hgHop28vjlL3VM8VZzj0fIe3rLcZEVlLOWhqL7BiUIZgN2tMnG4yN3jdQAqScB7f/MD0p7sIrq+rs9eId/yB5SyM0Tcgz+o8fjot2j7VWKbkKPL0fw0J/KLtJXiuuUyzeJxErODyUGDx/Lb2dcxeLbDXLSJnpdQszMselU2J02CdISTOd8lQLJxmn6TkQQWA5cAyad5lE3oeblhCyxXAImVm3edsykKj56nCGwKBMMWWIoUD0WKRtEK9/7vxT/93TPrdTzFJSHFtfBbxhVEuqxdBDCJm4EVIekQIYQQYkOQAogQQgghxOVN0g3np3DHJcLNQknXd3de/j7ysw99CTgypR+dCm3nxF9X31jMG7i2YezB2qMq6r6Wm/sH+J9TBW5eKnLam8ZGdzCX38Wr5kuc9vYwlcDNiyFfmZhC2ZTQ5Njc3stCsIBRfcDnqvqW8no/1o3iY7/2p5m2ubMff31SURhcQzErcGV7D5vjb9PNJTS04vuWOhwt7aQffZt85rPkbWN7dpgzQYGdXZgtZGzqTOLbNsvhOPNhzER2mkWvypakiZ+McLLgMZ7V8dJxWmGLampZ9KrkaZBLiigSen4e31r62hLRY6ACPGsJbIYyAQMNARna+qQqxT+bAMlQVgP5+vodUXEJMqwVaudwr4UGNy9kNR1SQNIhQgghxMuWFECEEEIIIS5fkm44P41b9FK4Y2PWd3de/h7/N58tH/nZ//Fv83HhUwBX6S80j4XTHA+nl29tWP/R6kGi/s3c1HuCv9sUUOnsZlevy7bsHhailNROsJxPyMiw2SYOjD1AqtsA7G4r8Es8WXYja65aUXLV9kXy2rn82feLli6LpXs4WD1Gy4v42tgkr1iqMTXQnAp2c/3iCHO5KUr6Hq7otPlWeSfXtPucLCyQG4yT18eZ6Gym4yuUCjkTpUyaMyx4VbbGTcKkwsm8x1jaGM4AaVJJLIt+jbyqk08KaBK6Xs61wPIMke0Rq4CcTS2AHs4ACUwMNiDTGb6FWPmuUZbVGONJMVM8mwSXDlliLR0S4tIhE7jXzGjd9k4IIYQQz5sUQIQQQgghLj+Sbriw1SG5Ce5KYBkEfxGEvv+/AB/8sUd/5koge4X+032A/WTtreWbGhmtoG7O5Bq21r2GvHeEU95e3tA8QV91OFha5qHKbt7cqNNUMctFQ5U7OFyqArCrNUo+W+D+iZMoUjyb58O/8Ycy5Pq79KHf+MM0l+XPfnygGpAfTLCnV2drp8ax2pdY9Efpq4RmNKDtbeJUrgfUeV0j5ttVn72dSRZyJznl7WNCP8FUe5yZ3BgFYzgTJkxmp1jUVbbFbbqUybwu+SxHX2dYEoqZYtGvUKBOPi24Fli6gI+l51lytsdAheRNorAKbXx6WhGSgg3JVIZnIVU+mgRtNZ5K5bkhnqvVdEgDlw5ZnY9VxqVDarh0iKyrCCGEEJcweaEWQgghhLi8SLrhwgLcLJQO0FznfdlYMr4EpGPdiX/iZ+FXRtRsMKJmjn62+sagkGCvbRr7yOgBFXW/h9f07udzmyrctuhzONhCP38Hpwt7ed1cmePeFUwPLDctFfni9CiaAZ4NGetdgTFdlkNXy3vNmYq8z/ku3Xamcrblj2LAN6cfYjHagiEkim/gys4TDPIDOsS8sVHn0ZEdnCicoKHyXF+vsFCeIRjsJ+IED+evZFt2jNrA40xukkKWMZNLGctmMYTUBiEnCwET6TI6m6AZNKkmloYukylFRJN8UkSR0vHyeMYNQc/ZDgMVkDcJWmkLip6vCG2CJiTVKb6FRPloUrT1yPCS9Tyu4mUtwc3JWgQWcMWRCJcMGccVRsJ12zshhBBCnJe8MRBCCCGEuHx4uAV+STf8YzlcYWgFmYVy0e3++NuPo/gMEL7u5PeuANyo/7wwE4xzoLCn9dol4x2oHSDqvYZbugf5m6mQWms3W3sxO7I7WIzAZJM0CwMGKqbFGE/WvkrbHwBwY8OS+D3u3OSe1pUk5PZ3/15/HR/yy9oH3vXRtJysdfk5WVBUEkPEN2kywlemBly3vImtg4CTeh+vni8yk9+NDu+glHo07A6m7ZM09AS7uwMezu/iqk6Cb1qczk9TNBnLQYtEZUzHTYKkwvGCz0S2jJdO0oxWGE0s80GNPHW0hVyaR9uY7nAGiCuAnE2AoIwbht71NKFNwASkZPjGtcDySPGsRmOkACIuBoN7rajj0iGrRfMR1tIheWTNRQghhFh38mIshBBCCHF5kHTDhRVxi1bLwGCd92XjyvT7AV555jVvAXXyKvX5KUXW/8To28s3NSytcDk7Xagz0d1PGB3hjNrH9zZP0NdtHi4v8EB1Dz+4uMKK0sS5hL39R/j26GbAMtqvMdrfwaI/S6z7gMctZ7bIldgv0BtOjXp2+FZRkfGFbccJ+9dSpMTNy9M0Cn/LkXyZNjGzxYx8PMpiqKnaR3lFe5k7yzu4tjvP8XyHXW3FXD5lc3sTPi3OhJsY6IQRdYwFr8a2uEmYVDmR95hMl/DMJlaCJtUY5j1XACkkBRSgSOh4BXwLHc8VQPoqpGATdBaoTMFAQ2hilI1IdTKcARKiVYK2HkoSIOLFEbOWDlnEvZbkeHo6JFi3vRNCCCEuY1IAEUIIIYTY+HK4mR8ruIGuYk0F18N9CZeMES+S3R//gXuAO5VVtd3LVx8I6LLDfnP+85XXKs/o5Oa60Q+NPkSu8yZe37mXz0xXeeOCzxFvC0nuK5zOX8GrZyscivYyEQdcs7iJv5/qom0ThWZnJ8N4IfeOxwBs7Xrqfb/9O0vIouPz8rv/+WNpJV1LfyyGCUUzy9HaPTRtyIGR67m13iAIevRUn9c1F3lkZDtPFRv0dI83LGZ8cyzg6tYoJ0rHSbKd1PQTTLY3Y22PZjjKmShhMj3FvFdjW7JCmFQ4VvSYyFwLrJVgmAAJaxTUEoWkhLKZVVi6nkuAdD3XAquvIpcAsQF9rS1AZBOwrgVWaCBRHp51LbBMajvrdnDF5SLDvdbWcYPUW8P7q7h0SBX3uqzWZe+EEEKIy4wUQIQQQgghNrbVdEMDSTecS+FaXnm4q3VlMPKLyIJq/tQ7X+sp8wGANx35weuB5Cb/E1tausgXy69Jb1vM1IHRhwgGr7a3dp7kc5t9aq19XNHrsjO7k5n8gKVgE5FepqfqHC/l6eT+mhPFIgDXNCYppoan/Mexqg8E7J/bUcMVuc5ddJT3QM/iLadrZ9MfkPHZbXWq3WvZ3oUtvQoPTNzDVHsbU4M8x71ruW0uz7HiFazk76epquxqTjBfOkO+fx2Jd4yD0dVsUo8y1ZliPlcmb+BUlDBlTjHvjbJtsEKQVDlWCFwCJNnESthgNIY5b4wCy+TTElrFKlPa9r0cgTV0tSVvO/RVQDGL0Sak7SsFEBKjbM4VQKxloEI8lbCYn/nN3X/4tifW8fCKy4/Fvfa2cHNDFnFpkQLuvDQGlJBCrRBCCPGikV/+hRBCCCE2rhEk3XA+GrfolOHaXskslBdZ61+/8x3WqjtL8ZffnllzuBJXt9a649+eVg97BbW08MnRH8hf27T4dNKnRo6q0c4tbNKP8Eh4JW+vH2fRUzw8cpL7qtfxozMJZ9jKZGZ4/dKAz09tRjHANxEjWRWVn+Dhqqtn7WsqdfuHPngva4uOeWASWXQ8r9//9T/Oimn+7McrYUyBJ7h//DiZ8qgNbqBsv8GjFUVTN5kp9hnr1GiEZcbU19naj5nRu9luH6Nrt7Olv8L9+X3sMIcZ6/mcyk9TyAyno4Sp9Dhzusb2pEGYVDha0Eymi3jZJI2wwWhsmQtGKahFCnERbWM6nit2+UDHz8ibjmuBZRI8G9DxFb5N8WyGsiGJTggyxUAHeMT8w54v/NU6HVohVq2mQ5Zxs0PauNekGu7cVEHSIUIIIcRFJQUQIYQQQoiNR+EWU3wk3fBMPq4f+wDXEky8BIzRB4DER/+kzRp/AfCmY2+vAdyo/ix3Z/F6FrzR3hsWMv/+0fvJdb+fN3Xu4s+2jXDr/Cizapqy/zcs5qe5oj7GoXKJzFpMuo1HJr5EK3Dhpu+ZrRCwwIHCo7hvccS+Y5t38PSWNKuLjgppSfM0b5kpn/P+0PDX29uUB1dyZXuJvqnxd1OaN83l2ZEk9A3c1lzg0ZEtHCm0CJnjtc1FvlbbwvXdWU7kB+xrGx4pTrOv5ePbJqfy05RMxulcwlR2kgWvxvZBE51WOFnw2JQt4aVTNMMVajHMBmMUWaKYlFDEtP2iUspabS1dbcjjCiBFE6OzgI6nyFnXAk2ZiEQlBNYyUAGeiiHVkoITl5LVdEgT1yprCUhZS4eM4gq1/nrtoBBCCLERSAFECCGEEGJjWU03GCTd8EwR7ti0WOvJLl4C1U/cPteK4z8HvEn10JXA/M7GFVeFaXRov/5cWSkz+OPxd+TeuGB4svI4idlpX9Fq843JAWH3Wm5rnWbSPMKjxQb3V3bz+uYCPXp0Cn32dw7ytYldKAylZIQg2Y2Jxnh0mAK5ZsVT77r9t4+eszvSkuY8Pvn//KUJ7Tnpj2BApB7lgdEBipBblrYwX/osi2oHypR4MrieN86WeLK8j1PFQ5zxqrx+IeKuMbiqOcGRkWPUuhWyaI6p9lY82+RUfgt5k7IcNtH0KWcJ5STPTBSRp03OKBQjNMIGY4lhzh+lyKIrgNjhAHTjTmkdz5A3HXoqR9EkaBvR8RU5OwCrUbgESGhwLbAYgJdKAURcyjKgw1o6pItr0ziKpEOEEEKIF0wKIEIIIYQQG4ekGy6sgLvKvw701nlfLjdloLRgkl8D+sqYf67pfgrg1aff1I9osUd9tfWXlbeo8YHKrmgn9v7R+1Wx8/28evBN/nZ8Oz80v8wT4RSnS/dwqHw9bzs1wsFoP+ODiL31LXxt+nFS7Z7yb1pQeN4c940fZTUF8srZvTueZf8u+5Y073rfB2dePR+cfXyKjP++o0Gpu4Mru0+x4FX46uS13LQyz+JInUSfol5qMNYZoRWOUdZfJkpDSt3ttAvHycXXsxIe4VB4LVMcYKq1DW07LASTLAcpY+Y4c94oO+M6QVzjcMlnU7KAl07R9rqkKqUWK5cAUYsU4jLaxrT9IqFBZRo70JaCbdNXEaVsgDYuARIZN/8DINExoYG+jvCJSW3QX7eDLMTzY4E+7rV8Hnd+ynh6OqSIK5AIIYQQ4llIAUQIIYQQYmOQdMOFlXFX9C/hrvQXL43VFlMRsHjjX/zBMbB/AOhqet9uoHXjzKuv1VYv3+T9yfhCUON/jrzWfO+8UfeOf5tc9628uXMPn9heYOfylYz1Nbvt55nJW1b0FGW9SF/Nc3jEUlZ/x92jWwEY743hJfsgzfFgLQXgqhWtbv/N330uRcHLsiXNa05tnVLkzn48H6WU7BM8OBagyPGapQqPj36RfUtb2d/O08w287alZQ6Ut3Ai12TMPMVNrTkezu3hqvRRetluNveXubdwNdPqETa3pliIyoRoTuVipjNXANkxaBDFVY4Uh+2vsilWwjrV1AKKuWCUolqgmJTRxLT8EoE1tLWLgeTp0NWRa4FlQtqBJmcHKJvHYElV5gogKsS3AzxSKYCIl6sUV5xdxp2burjz0BiuUDsChGzgQq0QQgjxQkkJgHpOAAAgAElEQVQBRAghhBDi5U/SDee3ugAf4tocpeu7O5cVjSsWKFwRwQB4fvZuoKNs/DZtO5/1rM918686M85TTOinlj42/o7g5oYl8xbNkeIiW5vXoaLHOeZdy4/UD7GiB9xfPc7dY6/kX56yHPKuZVccctuZCT6/dQVoAIo3zsf4/jwPFZ7E0MMScsv8jvILeBwbviXN+3/zw8mu1jnpD5vw6Z0nGRnsZW/vALO6yKHca5hI7+P+0Rzzgebh/G5eOzfKE5X9PFU6zZwf8palAV+aqHJjZ4mjxQ77W5b7Cvu4qj9HKUk4UdhMKTOcjBKms+Oc8cfYFdcJkxqHiz5T6QI6maIRrjAxsCx6VZuiKbJIKS6jbEzbLxBYS8vPtLKGnOnSUxGlYQGk5Wvyto8yeVIvwSpLZKCnQzwVk/ViOT+KjcDw9HRIHVe8LeHOS7kLbyqEEEJcfqQAIoQQQmx8OeCdwJ3AaeBx4M+A116Ez70P+APgIDAD3A/8Bm5x8DvZAfwu8PBw2weB9wLTz2HbTcB7htvMAAeADwK7nsO2VeA/Ad8ebnsQ+Aiw/1m22Qf81+9wu/05fO0Xg6Qbzm91AR7c4rVZx3253Hi4q5IThgtzP3t7c/ynbu89/vP73/3zytoPAqqSPrQD6L/2+FuuBtV/lfro6L2F/RyKtg++dz7Td0/eRaHzT/mBztf56I4a3zM7zqzawqj/KRZz44y1J1gqdGmrOk+W82ThX/HA6BRgmepOkmV7ICrxzUk39mFb21e3v+fD383PyIZsSfP9Jzb5Vq3t8pES1LI57hu1+DbPTY0yd08f4AfOVNmatQnNcXLhScr9Ar1glFzw93TsKLsbUzww2mVHawdHSofZ3smxlO+zrbUJ365wIreFUpZyIhezOT3OrDfGjkGdMK5xqOgznc7jp9PUw2XGBpbT4YTKqab1iCnEJTQD2n6RwFo62pCnaxSWrspRzgbDAgjkbB9FjlgN8KzFs5aezuHbvlmY2C8FELERJbjk5zJurpHMuhFCCCHOIQUQIYQQYmMbBe4C3ocreNSAK4D/FfgG8Ivfxef+IeAB4P/AFQ9GgBuBX8EVNfY9y7ZvAB4C/j1w3XDbG4D/e7jtzc+y7Y24gsd/GG4zAlwL/Lvh53zLs2y7d/j5fxW4abjtfuBngPuAH7nAdluAn/0Ot3/1LF/3xfC09kJIuuFc5y7AN5BB8C+lADeHpoNrIwVAX/sRil3W8su/v+tn/x5oaHrf49vOF/NpQV+xvP/ELnWHKurl5h+M/0j05nnDoZHHbctOcVMr4+6JFUzvFby9fpSSOcI9lVm+MfYKfnJmwCw72RErvn+mwGe2DlCqAWi+bw582+RQ4RgDr4tVHt93fPJiDja/UEuacdZa0kRcwumQv/yPnzL5LH/OPT2+uO0hxntXcGXnUeb8Ih19K8b/O57I7SSfjHJMvZofmhtwX207J6ImW8zDXNOts2L2UPMfIxzcRD1/mCP+fibVATa3tuPT5GRhKyVjOJkbuASIN86uuE40nAEynS7gZdMsR3XGY5gJxinZeeVZz+ayPJqYtl8msJa2n1E0TQXQUxFlE+NlEU3fI28GaJMj9hIiAykeifas78Xv+vSPfTpbp0MtxEvFIK95QgghxNNIAUQIIYTY2P4brkhwArgNd6VyBXgX7veA24E3v4DPuxv4JJAH/hyYwqUQ9gP34goGn8W1HnqmCeAzw/34PLB9uO1u4Mu4xcPP4pINz1Qc/tsEroBzxXDbLcBfD7f59HB/nskf/j/bcMmR61hrF/EnuKTMnwJXPsvjXgR+7AK3n36W7S6287YXEsAFFuDFSyKHe142cMWAs/7bOwunreL9gH6yvOPdVuv3ApSzh3YA8RuO/sAehcluVn9Y/GzlNlJGktctZupbm75FsfkjvLX7Ff5kyxZ+eDblsWAnJvdZZgu7uWZhjKfKAR3d5clilST6FPfWNgOwqTuBUTXSMOCLW5ZQGMpJno//v3/6YiyCn9uSZg6XfDG4c8xqOqTAJZQOec97Pth/1WJ0TnHGcudERDFNuHNyCa1zXLOS56tTS3zfrKJdPE0zOMHBkZCb5id4qngtj46cYVlr3lxf4EtjW7ix9xgrdis7ug3uKl7LZvUgm1tbsbbDQjhJx4vx9Rw95VHOEmqxIjUlTuRdAsRLp6lHdSZimAkmKak5ivEIyio8O6DplfCtpeUZiralEnybKm84BD2i7amzLbAGXp/IKHo6B1Z1P/Sv7/vV9TvaQgghhBBivUgBRAghhNi4bgPejrsS8F/gCgbgrlj+FVwbLA381gv43L+KK0Y8gEs+zA3vfwz4p7hFwH3AT51n2/+Auzr/MPCjwMnh/UdxCYwZYDMuHfJMP4crYMzjEiiHhvfPAD+Oa+9VA375PNv+K+Aa3ON/B/DI8P4F4N/gkjJ54Nee5XF3cQWW890+9yzbXUz/qL3QS/R1Xw4uuAAvXnRFXOJhmQu0XylEuXehOAW86tf2/VIDOKNt7xWebf3DyKDm7Wxccfxq/sZTqt/7yPgPBz84l3H/2H3Y+Fb7puZhPr3NUmu8ktc1Z9lq7+KBkWW+MX4dPz7XYMFOsjOBt80U+Kttbaxys0D+yekq1X6Ohl7gTC4GFG+cLej3v++DMy/y8Uhw55ol1tIhIa44N4Er1kYv8j48q7cd3xK5eqET6x5Pjn6Vqd4NXLNykjldxE9vZSX/OYiv4IaVUYiLvHJwiJgciV8k7/89M2qKG5dG+fuJkBvbikPlM+xvWr5VvJad5ikmumVm8hPkLJzMpWxJj3LGH2f3YJkwrnG05FGwbYqmh5duph4tMz6wLgGi5inHI0qRGjC0gqIbgu4birZJV+cswEg2wDMRzUBTMD2ULRDrmHxm6XoRyPlACCGEEOKyJQUQIYQQYuP6ieGf/4BLZTzTe4d/3oJLUjxXOeCfD//+O/zj1kuzwCeGf//JZ/ybAv7l8O+/zz8e2N3EzdM437bn3vdx3OL/uQa4OSDgWnw980rr1ePxF8CpZ/ybAd4//Ps/wy3mXook3XBh33EBXrxoKrh0wxJu4f+8Pvxzqq2w/xdA0y/+pxW/+D6AcvrwHiB+49G37/DVwLxSfzL4xOjbqA2idH+rxz3j31bV1g9xa/I1Pj25h5+YqXPA385y6QscL179/7N331FyVFfix7+vqjrHiT05KktIQoAQAgSInDNOa7xOi9cGrxP2sru2cTYYjBMGYxubYMBEk3MWGQTKeXLSpA4znavq/f6omZ9kLAkEIr/POX261V2vuqa6p8/o3r73snCgnPXhAGNamnXhMLr7Zp4ub0RgU5IvxaWlka48j8Y2AnkEXvbrqttRldg7ZbI6JIGTLE5M3B/CqQ4pwTl/79r/zW79zi12sLit9ZXA5MbWPLoZ5bmKFWiamzlJL/fV2CweHWN1eZx2n81Lvv05pi/MCyXT2RJI0WQtZ0Y2hZFrJRnqJJyez5bwZhrTXvp9gtaxCC47RaevjqBl0enNU2u102eU05ofxV0sZVPARU1xK5pVDriIuxKU5yW9rkqCDBHMh9BkXgCkJlpgjek2ATtFWng1HSn9dhHd9pB0TVaABChoBTwWZIQXBOl369wqiqIoiqIo7y8qAaIoiqIoH16Tra0e3snjK3C+mQxwxG7sd3+cti672vdDE9cH4AT2Js3Eqe54M2unA3Xb3V+B07bqzayt3G5bcL55ffAbrH0EJ1DpY88MiN/TVHXDzr2pALyyxwmc96SO0x7uDVtLXf0N/80IHgPKfzjj/GnARp1ciyETz5dmy/WGRGvvXO0WI6sZ+T+XnWSc1G/xbOwZjMxR8rjUcv7UYlAzOp/56SRT7IdZEUnwdMkcPjEwylZqmJLXOaK3jDvrt5DTnBzhMd1T8RamI/UAT8cygKQu4xa/+8HV79U8iMmBxcM4FWg5nGqQCpwEZ4gdtw/cIy792e+LC0bc/zSXpCMg8crX8Jr7MSOVo9sIYxT3Jx64hSnxJvZPGUTMLWT9HUwfCdEVmMm6YA/DusaRiV6eCTczN78KPb83WVcbG1xzqBKvUZtqwiWTdAbqCdk2Hb4CtWY7fXoFLYVRPIVSNoYMasxB9GIdKVdK2sKkvCDpdVcQZCvBQgSNgijoHruouXDbkjHDImCPkda8BK28FEg020vK0PDbOYT0ktcLeG1I616QjL9T51NRFEVRFEV5f1MJEEVRFEX5cPICzRO3N+1kG4nThgpgxm7se9bE9ThOtceOTLam0vnnmRqzdrDNztaCkzDZ0dqd/UztbAvCbr92Ktt6vexsbRwngP76tdsLAr8C7pu4/AFn/seeHKz8erNw2oRdgKpueL3dDsAre4yG04rNwnlfvmErtj99b+DwP35v4GRs7TygaAnj82uC0/8IEDbXzASZXdp+fJ1Hjtl7a9cbfy47iYa0y2rIjvFy2WpRkTyWOeYy7imdxdl9A6x01TMYfIDO8GwWDlawOegiKUZZE/UQsx/gjpqZCFnAY/mYMT6ExjBtwQ6SrhwSjWN6ItqlF/9m8A0O+51m41TCxXGqQyYru8Jsqw7xsYf+3/aDSy9qP6m90kBs+8iSIs09Da/iLdTSG74LQ2gsGvFyX53B/NQwj8VcDBlRtrCUU4cTtAUjoEFUe4guvZaFIyHujfnZL91Br8fDzLE8zwbnUiuWU5dqRLcTdPgaCFkmnZ4itVYbfXoZrbkRvIUyNgadBIjLqmHEMyJClpQeG7onZoCE8mE0ciQNJ+/ukpKUbhEkRUbzEbZyAkC33CRdGn47g7AD5PW80wJL+FQFiKIoiqIoykeYSoAoiqIoyodTjG0toEZ3sd1kwL9mF9u8XvXr1u5qv6/f9+TaNM63nndkcnjwztbCzn8mm23tZXZ3LWw77uqdPF6KM5vk2InLfwB/B9YCC3ax37fjPJxKGA1V3bC9yVkobzoAr+wxBk6lQh5n3s+bI8RfBeKOxalErZTiV4B+VfOnz0SyTJCrcNvDK0qzlaIpMX3rfO0mPWl48n8pO0E/vdfm6aqn8KRPlCeNPcflU9w0DS9g77EkU637WR4e5bHyBXyhL02nNpPWrI/5g808W3cvAz4nJzZ3pJVxoxTTZXJvYy+IAho+Duqqq3gnTtDbUGBbdcgwzjn28s/VIW854XpMx5QmXW5flGdzW71BuGizIVRHVTZCuxGhIA5i1H8DB/bXMy8bR2qreTWqs7i/lpei81kZStJsL2dmOoV/vJV1JXHq01PZGN7InJTNsuA8GllNVbqStKGRMUKM60UsfRSfTDGqhWnOx3Hny9gYdFFjDqAX6xj1jBDLITKa107oIUIMECpEELJA0ghrmsTWpWTMsAnaKdL4iFg5IaQuhTRIuAUBO4cmA+S0HB4b0ppPVYAoiqIoiqJ8hKkEiKIoiqJ8OAW3u/1mAv6h3dj35HyMXe13+4D09scS3O7xnbHYFlTd0do8u24BNfkz7WjtGz33rs7HqzjD408HDsGZKfJbnG9vT8FprdW6i33vrsnKGR1nUP339uC+P+gMnOTH7gXglT3Bg3PuxyYub54Uv0cghODqmZb9G6BbwMKb605ZBsigtXZvIHlY+/HVXjFuLtCudV1ZfhqN4y6rIZvkhbLVoipxPHOsJ7mzbBb/3jfIq65mksE76PZPZcpIOYlgkrTWy0A0ywEj67m2qR5BCoHBGV2lRDMN2DY8FkshkFTkvfztf/5uv8GRv1csnM+6OE67wsnzHcVJckdxkiNih6tf57b/vtWuyHn/6b5en0nBvYyG8b2oLTyGW5ocM+TjvuoCM9PD3BuLolsNFPIzOCC/Bn9RkvLUszm4kR49wJHJblb4pzDdXIU7s4gt4Y1U5iIMe0xaxiJ4rHE6/A2ELJsOb5E6awt9egW1xTF8po5mBdgYNKg1B9HNWoY9I8Tykm5XpRDYBMUgwXwUXeZJukK4kBIgpVsEZJJxzUvEyqNbHgmQNDSCMo2QAfJGDp8pGde9IMXuvVcVRVEURVGUDw2VAFEURVGU949y4PG3eLlkF/vd1TfjJwN/byqAthvbyu2ed0d/b7zRt/Unj2tHa98oWLmrtW/03Dtb+wROhcdPgNuBp4AbgK/izAtJ4lSH/OQNjm13TB7DtcD/oCocJr31ALzydvlxgu5xnMTfbgmvq7gYwTNAXXl27GKB/DrAc6X7nZMXntsEpsdnd3dGc2XMGJyX3Fu7SRsz9PxVFafqZ/aaPFX1JK70CfLk5EtcPsWgbmR/lqQGaLCe4pnSfh6IHcxXNrt42b2YSD6IZU6lN/onni+tRmBTmislVuhHZ5TucA/dAaeb3OIhr/jlT698v1dXSZyE3xjO3JBhnGoRP04ypAwn0bvD6pArfvBXa+8Rj9j+49sSaf7R/CrYFTxYvRaXjNDhqqDLcwiJwN84uqeGVrubIc96nojM4pjeSl4omUJOy9LEg3TpdSwaCXJ3VZD9cmvIyimUFAd4yTOPWu0V6pONGDJBW6CJoGXS7itQb7bRa1QwNT+Mt1BOp98gr0tZZQ6im/WMekaoyEu63FXCJxKWTpFQIYyQeVKuEB7L1qVAjk9WgGg+IlYO3fIJKXBaYFlZhB0kp+fx2wKXtHrR7Gve4ddHURRFURRFeZ9SCRBFURRFef/wAIe+xcv81+1r+37nZbt4zvKJ690JJE/uu3QX25Sy7e+M7fc9uXZXx6Th9L3f2Vof/zxY/fV29DPt7vlIve7+XSVdXgMumrh9Is7ruCesn7hetof292HwtgLwytsSwgmwj+AE3nfbWbcIyzL5DDAuJZ84IJkyENwvkSWXTvtPHUj7rM1zBXb/ko5jyjwyl1+kXeW5suxUyjN+a0Y6xbLK5aIyeSoHFB7ir1VT+ffeLCvcU/G6r2XQW45ejNHMFvJ2klItwxndBjc3tTNujAGCxVtnk3D7EYzzVOUmCloWiYuTOiqMiy/5/QepmmiyOmQUZ3bIONs+OyuBCBPVIZf+5MriMT1RbVtXRBAUub7ZJlKwSGv7siAxThqNM3pDPFo9yJxUgjti1cQyUynJeih1vcqMET/rQvN4Ppqg2lzLgvFhQqmpPFNRYGYqysZQF/NSkqeD86kTL1GXbMElE7QHGghbFm2+PHXWFnr0CqbkRvDky1gfMqgqDgmXROpmFSOeEWI5Sbc7Rlj26gJNBgohdPIkXRFcSMYN25ZA0E5OJEDy6LZXpHVhWwICMoNmBchrObyW5OjU8zfzBc8/3u0XSFEURVEURXl/UAkQRVEURXn/GAQOeIuX83awr8mg/RslKsAJoL1Zk4PP38x+t99++9sBdp4oKGHb3yg7Wrur5xY4AfK3snb7x3bnfAA8MnHtB+p3c63y5oRw3jdvOQCvvCWTv1MenKoD8+3s7Jwfx7ZIwTcBhCYur8kUfghkBt3lp7b5628R2ATM9WagGGS/3oOLs7U7QB/L/yr2Sf1jPRbPxp6SVm4pJyQ3cn1zEX/iQD42vAG32MyjFRt5tGIpn9lUxlPRmYxrWVZEAjSaD3FN00w0xtCki4+312IXZ5PXXfyjocuZByJ9HLc5Fr7m7uu+/7bP2LtvsjokhfPZP4LzOvkvvuSKzCkdlYbE/U8LXilx4dNfojE1B9t9M7ouEDLKspKlZDy3cExvNfVsZKO/k0f8R3FGP7T7AxjCS8L/AutdVRyV7GK1t5UWewW+3CLWR9YzNylZFpxLk72G6nQ1Fnl6vVUEbItOX5F6czM9rhjTciN4iuWsD7moNwfQzCpAZ9Q7QmUeutxVhEU/wXzYFoiJIeghPLZNwrAEQEgmGBc+IlYW3fIy6tIEQNDOosmQUwFiSYT4l4S2oiiKoiiK8hGiEiCKoiiK8v5RBJ5/i5d1r9tXBuiauN20i+dsnrh+/fpdmdw2xLaKiddrmbiWwIYdrN3+uXd2TK/f/s2sbcCZD/H67TfhfGN6V2u3/3l253yAE3ycZOx0K+WtmAzAu9kW2FXeHRpOUlDgnPs9MivjCxdW/hEh70VS1mLmLhSSHwFc0fK5Q0Bs8ciBek1m2xf2HhL0m8b4wfplnmtLj6NoxayDRrLisZonKEl8llPSd/Dz1gZO7wozQB1TtSvoCEpWBqfz6YF+eplCazZIXXI66yr+yNNlNQhMSvIl7JsaJlL0UdQFD9SMIKSF3/Ix7aHAhXviZ3yPWUD6kp9e1n7KxkqvwMv2L13clWVF5aNQiHFXYwfhYjlb9BIOHmzgpdhLLEiO8/fqWlrHptOQSTAe3si+A7U8V7Yv7f4Ue5mPMCJi7DMc5c7qEPtnVqDl9iPhbSNj1YO7n6axMjzWOJ3+WvwW9LuLuBghJBNyq17KtPwwnnwZ60Iu6or9GGajSLlSdkErUu20wCJEP5F8iQ5SajJP0ojgtm0Suqm5Zc52yQLjmp+olUW3vYy6dWFgSY/MI6wgOSOLzxJIKVWrPEVRFEVRlI8wlQBRFEVRlA+vJyauD9/J47OAmonbj+/Gfl9gW/uhpTvZZvI5X8JpzTJpLU7/+jeztg3o3O7+Aba1hXqjtaPAiu3uzwHPvcHaw3B6xOSBZ3eyzc7sM3FtAX27uVbZue0D8KPsoQD8B5Rku7ZG78Lz6Tjt4oo4Lcfe/gyaG5cfzk0vrxY3vrpUR/sCMCwlRy9Kj2VBrigKV/PtNce/BpKwtTrmstzW0rYTfK3iCSq01YUfVH9RP73XZG3kJRmXrRySgOWVvQxYB/Ff/atoNzy8VvoYa0v2Y++tMdL+UbL04XaN8fFOya2taxjy5ACYPdKKW/ZhyHFGPX08VzmOQBLLeXnk63d84N9nF//iN/ETOhvChvThfCw5L58txvnr1LXYVoghzwIWDw3htvMcmJDcU72QgvshlvQ30sxqVoX6edpzEqcN92HLPClXAy9FhnAxwMFj3YTGp/N4zGReWrIlkGSvVIHHw/tSL16kPtmCy47T5m8kbFu0+Qo0WJvo1StExMrLMjOLp1DuJEDMfvRCPcPeYc1nYYeLks6JCpBwPoJO3gKIu8O4pCRpWITshAQYFz5KrDy65SPu1gjYGQk4M0C0HH5TIgQfpNZmiqIoiqIoyh6mEiCKoiiK8uF108T1EcDsHTz+XxPXK4E1r3vMBxw1cal43WNp4K6J21/lX4OxJcDZE7dvfN1jFnDzxO0v868De33AOTtZC9t+pi/gzCPYngGcO3H7Fv61UmBy7af4159JsO183Mu/zgDZ1d9MUeCCidvP7WCt8tbs+QD8B9swzrnYfuh1gHem4siFUw2VZk++n3WrCcFsNPuWz87oCgjJfwAIKX8WK2R/AphPlS06ZdwIParLlN9lb+2aMTJXr0xXJw/RfuF+JLSvvdy7tzyjryjuqb+bYPzLfD5xK+fPLmf/3rm0povMsm7hqdJ+7qpZytc2hHk0spC0VmBliZ+9k09yxdRabBFHoHFM9z6Mu21sI8eGki2sjeQAScu4R9z7rds+sEmQS356WfLkzTVRt+0DWcQWFqAjyHLltDw1hQzNY/vi0f6GdLnZ5KlBFA9ic8mNHDmY4291ZbQm59OS6aGtZIglPdNZVj4XqWWI6vez3D2N40d7eM3fQpNchS+zmHXRdcxP2DwRWEC9eJHGRCuGjLMl2PT/5380FjfRbcSYnh0WrkIEW7rlpqBOfbEfV7GBYc8QsbwUEjHRAquPcD6KZud0QKaMEG4pSbpswjKhSQTjwkfUzKLbPkZdGiFrXAOBkH6yRpaAJRHIxHv9miiKoiiKoijvHZUAURRFUZQPrweBp3ECybeyLQniAr4OfHHi39/dwdraifUPAot28PiPcOYwHAj8jm3JiJqJ56oAuoE/7GDtz3GqQmYDf2HbwPNy4G84LapGgct2sPbXOBUkdTgJjcqJ+yPAVcDeOO2/fraDtX8GOnASFrdN7AOcIPKlOJUhReCHO1i7BbgQ2He756wHzsBJekzFSe7s6Fwqu8/NOxGA/2CzcM7HjoZex3De13uiOsSLU3WTwPld2nPW7vsXBHcCJQj+8fk5ww8LIf8iJL4pefMCIeWvAf2yKefUAamQtb5Z2HbimE1nRMrEFnuudov4Xs2XxCHDmi21dlaHRpkeP5A640luKdub87qHWe6aStT9e3r9QTo8rXxqqIcuOZP6TAjTnkHGexU31u+FJtMY0s1ZW6aT0MpBG+OFsnV0BJ0KkZlJn7j/m7d/4JIgF/3yiuxJHQ1hl+1HUKSgW2jSjaDIrfVeYuZqasaaeLjhSXx2Bf34+UyXh7trSkGspXlkFvPMtbwa6eEF4zSOT62mLJthQ3Auz0THmFtchqfoYUq8jturAxyQWY4ndxBtofU0pb2sDNTTaLURG68EMnT66glZJlv8eRrMTfQYlUzPD+EtlLM56MLUpKw1B9Cteoa8w1TlpBg2IlZOuAnT6yRARFaMu4KWJXQ8UpLQLcJ2XOQ0j2ULzWmBZfoY8QiCdgZN+qVAI6tn8VtgSVUBoiiKoiiK8lGmEiCKoiiK8uH2cZzg/QxgFdCD803yX+IESn/MtmqO3bEGJ4Fi4lRyDOG0q+rESSSMAqewrVXW9nqAT+K0pfoU0D+xrhc4FSewewbOzIHXSwCnA2PA8RP76sQJCH8Wp33Vv/HPrbMm5SaOaQQ4GGif2G4IJyFkAl/in1tnTaoHvo/T0msrTjVCF06lyYyJn/OLbGs7prx1Xpyg/p4PwH94TA69HsN5/w7jJCS3rw4J8q8VVm8kAIRxfn/zb7Dt7rtQ2Hhyn8ZphTcHMtekcX0NwRYkey9MjxtINoy4otOfKj/gOYFJ0N5IeSbGgv4DCvtrfxADbm/x8vKztM93mjxQdz9a+nQ+Hn+Vq6YU8CYO4z8HVpHQx3im4ileLVnMgq2VuNy95IjTYFkc3tfA8zV/4onKWjSKhIohzugqJW1PQeg5nqjcSJffSYJMT3nE41/74CRBLv3pFfZtxyYAACAASURBVMUz1se8hvQhKJBymbhtL0ibp8u95D2PYpql3F/jZcGQjs/M05A3WFZyJOPh3/Pp7iJ/b4CasX2Ylu5gZVmew3tn8kq0ibAt6AmsoEf3c2xyE4Gx6TwRs5iXydPtsWnJjPGCbx5V2qs0JptwyRTd/mp0qVEUJgOeAvXWJrqMSqblhvAWKlgd1kXMHMZlW+jFBoa9Q1TnJO3uWk1gy5DYSjhXgibzxF0RDcBl2yRdFmEZJyX8AqDEzGJYPuIujZA9DlZE2EiyulMBgmT0vX1lFEVRFEVRlPeSSoAoiqIoyodbH7AApyJiI8636gvAQ8AJ7LxiYRynkuNWdj7T4lqcCpBbcYLV1ThJjCuAecDyXRzX3cB+wPU4CYlqYBCnImQBu55J8jQwH6eiY2Bi7QhwA7AQuGMXa1cAc4HLcZIn1UASuB0nKXL1TtZ9fuLYVuEkQOyJdcuBS9hWzaK8Pe9sAP7Dy8JJFu2oOqSSNzc7JIKTQBnBqYR6Z5x80Bi6fgqQQIrTvjqr7TywP4mgaNjyvPp87grAuqPquCPSuv9Vj90XdZHqPbDrSG9JUU8fqv/c9buKMxBmjX3QaIp7ax+hYuRcPj12I9+Y3cBRXdOI5XT2Mq/jkYpu7qg5hnPXl/N0SRMp0cdYcJxPdlnc1vIka0NuBDZVmQqOHrDIi2lIPcNj1evZEnJyt41pr3jp3NvkD37yg9e3CXxf+eOF11mntlcbQnqRIs+Qt0io6EMgWRPR2VJ6P+OilCHPgSxKPI9b11jja6AluRdPxtYRyCeJmwtZOt7J8shmXtZO54jMMzQlLV4oXcjaYJJ9zPtY6Z7OUaNJlkUbmW6+RmB8MWuja1iQsHkktJAG8TyNyVZcMs6WQAsRy2Kzv0Cl1YOGKbfqpczIDeHJV7Am7Kap2Cs0u9TS7ABD3iGqcpI2T40IiBFLwyScL0WXOeKuqKYhLUNKEs4MEFJaQHNJ2w7aBTTbx4hbJyTT6FaIol6QUkgMyZVDuZGV7/XroyiKoiiKorx3VAJEURRFUT78UsD/4FQqeHHaUx2NM+tiZwaAMycur+xiuxcntqnGaVvUhFMR0vMmjms18GmcdltunCqLzwGb3sTaNpw5IA0Ta2txqkneTKCrD2dWSPPE2mqcqpLnd7HmmoljmwtU4bQVi+IMPz8fp5pEeXsiODNg3tkA/IffZHVICiepOIJT3TRZHVKKUx0yOTtETNyn41SSWO/4EZ6x9yak/CRgIcUPvzCjrxJbfB/QGoqFC1y2vFwKof+29YtlIDPB4qpat+XKHLvx9ECLeErWa0/b36z9L+3MHkv2hZbLNo+ffUem4/Y9x52l+/GN9kFedU+n3riUzUHBU2X78d9bCjzuP4Q8JquiBsdvXcdV04bp9zpzP1pT9RwylMJmGkLL8HRsMytLsggkZXkfH+uaM+vin1+ee8fPzVvw0Ddus4/oLdHAjallGfAWKc8FAMnmgOS52gfIE6UmfQiG60/kXBHaXGHO6dC5t3o2tvd2vtzm4sm6Pjz5hcwZ6+PlcslRPTPZHIzgJchz0UGi9hbmpkeJJaZyS62PAzMv484tYV10LfMTksdC+9AonqMpPgW3HGVToJmwZbHFl6fJ3Ei3ERMhuyiriuN485WsDruoL/ZhFJr1ombaSVeS6pykw11NlE5dIGQ4H0aTOUaNCB7blgAJwyJsx0lpfqJWVgIYlpcRt0bISiNkmLSRFoC518UPfnnfq15RnyeKoiiKoigfYSoBoiiKoiiKoryXtg/Aj/BuBOA/Wl4/OySDc65LcZJ/zTitst6VQfOX/K658Rd/bGzm4/vdj1OBpiHk9V+e03MngkeRxBaMj80B8eqAp6Lh8YqDVmrk8FsbrIbkFGYP7lM4VLtEW+WvNa8tPVWc02aJfzTejj7+KT4z/BJXTMkhx4/i2z2vsdHlZ0vJjbSFWskVG/nEaBvrxXxKi0HW+WvYN30vl830kXSNATA93szi4ThZMQVNJHitZC1PVCcQFHHbPs7YUuv50/evf9+8P3/x89/k13zpNjllzCckGgl3liG3SXU2CEg6/RaP1D+C2wwzZ3Rfnqv5Gz6zCuwCe6VMnokeTW/0z+wzmuHu6P6cMpxjZXQ5zxmncVjhMWaMuniibDFx9zh14n5e8kznpMR6RHYGL5Zn2StjstXlpqIwSocxDYxh6nKSaD6ATYYOfwNhy2KTv0CjuZ5OI8bM7Fbhsvy2YfpZHTJoLPZiWI0MeQaRQlKTg3ZPLRHRIwL5sKVJHU1mSXiiuKXUEcikYRO244xpAcrMjAAwLL+TALGdCpCsngVJHPHOv6cVRVEURVGU9zeVAFEURVEURVHeK5OBeAsnQK+Cle8siTMLJ4lzvgVOQqTItuqQAM7r8o7QdetZvShXXXp542LO2ufnwM1ApCDtO56Nml9BsNWApbOymWeA7F2xYxYlXeFVXrsv5JLJoaXtx3vKi8XsUv2nxsWV/4ZWrLOXjCS5s+EBKka/xX8mr+FL82Is6l7E0SNbKeFF7o+9wDOVhzF/a4xpcjPDVoSpuQDDYgaNheu4eGaMcVcCgJnxVg4fTJPQ6xFajh5vN7c29GGLHODm8L4S7dnzbpO/vOyKHc0oetfc+p1b7dO3NLp9lg8hLVaWpLGFTXUuhMCmLSi5v/ExQpafWfHp3Nr6ArNHywmbBTrdMSozC3ikqp+C6OL47iaSpc8zzGz2iad4qQyO6ZpFv1dQcMV4vCTJ3oUnGLfL2W/Ez72xCvbLv4wvs4Q10dXsm5A8HN6PJu0ZmhNTMWScTn8DAh0DW3Z4CzSbG+gyqpmRHcKTr9RGPbq11avT6FSAMOgb1EIWps+StLtriNBLNFeqgUTDqQDxWrYY023LEpKIPTKZANE027CFbTDs0Qhb4wgZIeNKgybi7+VrpCiKoiiKorw/qASIoiiKoiiK8l5w4QTc8zgBeeXd48EZlB7HaXc3itMuK4PTGqscZ3ZIeGLbXc0O2V13IwgIXd576ZVN8/HzWeA1YNrV1f2/trDOBuwSs/ifJab5RykEl7X+R5MNiaC1ssJlaeMnbvyEb4p4wm7RH5Ln1X5LO7kXmXGv4rVwilnDx7Cv/Q9+3DKbz7RHkYUy5ttXcF9lO3fUncgnNteQCSRIkmN6zgXmbMrFH7loVj0pVxIQTE00c0q3l1GXD00rkHVJbpzZz5A3i0RQlfNx8rqq0uv+96Z3fUD67350tbn+nFvlglG/ABeWyPJAXT/TUhql+QBgsSpi8EjDw0RMDzNGm7mpcZClfQWCwma5t4XPbwnxQGwWuvdqvtSV4ZdNTZww0ERnaBn3+T7B4YWHmTni5dGKg3DZGQreZWw2SjkutYHI2CxurPVxUOZlPJnDWF2ymv3iNg+HF9EonqUxPg2XPcqmQAsR06LdmxeGGJMVVh8dRhWzckN4czFeCxu6xy7YMXMIo9jIoG+Q2oytS5DtnhqidBHNlWmCYlFgE3dHcUvJqMsSAGE5SkoEKDOz6FZAAgy5NcL2OMKOkNGzIKUafq4oiqIoiqKoBIiiKIqiKIryrvPgJD/GcAZ2K+8eP878mjiQ3e5+m23VIVsnHrdx5oVMVof4eZvVIbVlXV8BbkYSFfDgJX1nNCA4GScBc/Q5M3uPFZIfItFnZTOf0OG+hCsauqn+9BFNFmTIWuupSTXI/bsPY4n+S9Hrc5k/i31enLfZ5NGau+WYdRAnjlhsrljDI8ElfK+9jzX6VGZpP+HZkiR/rz2er6+tYkPIYEwOMT2v4c/MpJQr+NmsSkbc4whsGtJVnN3WSk5PEyxoZK0k99as54nqUSQ5hPRw4GBYrP/SbfIPF177jrfF+vVPrjJf+/Jt8viumO62/QgsNoVyPFXRx5F9MbyWD0GBZRU+Xqq6h1A+wLR4Ezc16Ry9tRPb7WaTFuEL3RkeqDqO7pI/UpMuEC8sZr58nBX+CAtG3awrS3Bs1xwSrgKj7kYeLx3jwNy9LPfO4vjRboaYSn9omClpL1tdgpA1Qs6O0ekJU2uvpz7VjNseZVOwlYhlssmfp9lcJ5JawE5pAWZlB/HmK1gRcdNg9glNII1iE0PeQWpziEGjzMwJNxGtm2i+BEPmBEDcFcVj24y4TF3Hsv32OEktQKmZxrD8ug2MunXC9hi6GSZjZMBpqacoiqIoiqJ8xKkEiKIoiqIoivJu2j4A/74cKv0hFsJpcTUCFN5g2yJOcmqEbdUhbpzqkIqJfXl29wDOOgsrVRb6NHAfyArNth++bOQMDeRpQB7E1744q2cAwf1IKvYdH6sSgrYXo/NbV4dnrnHbQy6P3TO2qGep1jhWljvWuMC4ruwo+2XPYj7bkRM3Nt2AJ/FVvjL4BL+ZkWY0eyw/6VjNS+5mSrw/ZmUEbq8+kv9dXcryklJSbGVKUcOTn0WLeRU/m2PQFrQRmJTko3x68/74RB+uYiu6nqLPPcQN0zroDuQQ0sJt+Tiyt0zbcM6t8sYLbrYv+O53Xt7dc7Izl179q3P++v0brNVfulWe1FGrh4s+AJKuLLc0d2CLDIcNNqNJF4IMNzYG6IzchdcOMj1Zz82NZSwdfpakz0OKPLOzBTb7DuOx2GqyWh9f2lLCXY2D7DV8ONJ4imsj/8ax6ceYOeznoYqDidh5NofWYYkx9hkboi4xlRtrgyzJvIAvczirSlayMG7xQPgAGrXnaEw147HyFDUpOwJ1RCyLjf4CzeZ6OowaLVYct0utDN5cjJVhF83FbqEVY5aQXrZ6B6nJSjZ56nSkJCJ7ieRK0WTGMDXDGjcCeKQkbpiErLglkKScFlgYpp+kS7MsAWF7HE1GyOgZEEIlQBRFURRFURSVAFEURVEURVHeNbsTgFf2HIGTdHLjnHtzN9dPVockcKpDEhP3h3CqQ0pwEltv6v8WF561pkDWPgPEk0CdxH74ssQZbUj5HwC2kL/9WXP/H4E2w5YLZqXTa4HsXxs+NidlhNoD1qawYaUTJ274pLfO7Ckcql+sfavuvyhL18hF8UFuabyHypH/4+sj1/KV+X4qho7h/7pfY42rhHz4F6wP+7iv8lB+sCrMi6UVJBlial6QtaezaPwWfj2rmxfKImgyg2F7ObprIQvjg4waXtxSkBVpHo+t5qaWNoY9OQQ2LtvP/sNB8cWBxfu89JXb5TXf/Zv1q0t/07eb55mLLr24/ervXW89f+5t8tTnGq9c0hfV/JYfkIwZWe6q6+Ox6naO66pleqoU0MjpY1w020TqD2ITZOZoE39viHHQ6L2M+KJIO0PcHaE5OYdHKsP4XX/jS92j/KZ2X86K9/N4eTeNiWZGI+s5pnM/kq4MfYFpPBtNcUDhHzztmcup8bWExmZxS52XJZmXcWcPZVXpKhbGJQ+EF9HM07TEp+GWI2wKtgi3RLqlLTf78zQX19FhVDEnN6AZdsAyrAAroy6aCj0YxVajqJl23DtCbU6y2Vuv+UW8aIg8JbkyNLLEjYgF4LFt4oZFiT2oAyS1IGVWBsMKMOjVBUDEHkNYUacCRMrdPv+KoiiKoijKh4/xXh+AoiiKoiiK8qEngAhO+6QRnIC68u7QcBIUNntu0Hxx4jI2sX8P4MVJiFg4c13y7CLJ9Y1v9GR/85spJ5muwqPAvrYtH/rd8CmHnltx58+AC7Z4zasfjY599vBE6LqoaZ1QUyj8vc/t/thlrefU/t/GyxIR67UohQPSJ6//VCA/+8/2Vn2W9oXG/xN3tX/T/kPzeu3hygqWbj2PL+h/4Oy9v8ItryzlXONJ/lAzlUL0txj2V4HD+OHKJ/nRXhazEmO05oNs9jdwat/LXDe1mw7fJzmzdxVCljAz3krDWIynalYxKKbhF22kXBb3NqzHUwyweLCehowAPJQVXBw84NUYCFcfd85tMmXAiFfIuNtizJOTlnTe/rrQCOW9IprXKS0gokWJa70buV2XMUGBAa/Fsqp+MmQ4YLSCKakZgIaQRTaHdK6dup4542mGjAhLBuu4tjXA4vgdDHtjhIs5VgQa+eb6KNc3LqQY+j7NYxb6+EGEKx+kuPUEZth/53fl3+O01BVMSSzklpolVBbzXBfp5VO5NayzDmXvuJenozEqxAYqMy30etOErDiuYoTX/C18TnuB5viXccl2NgQXEzFN0eEtUNQKst7aIu50zePksTZ82Sp93NCsDp+hN433YBQPZNgzZNtIrTZrc3NZLSWiXQOcChC7jWFfmQsJHlsy6rYosUe0ojCsvHDp5WYW3Yox4NE0lzSlz84JzYoQK1Rcbgv74j3wXlcURVEURVE+4FQFiKIoiqIoivJO0nDmRwicALxKfrx7dJxh50WclmN7IvnxejbOLJE4TnVIauL+MNuqQ3xM/r/j5l/6uPmSi7n5l4d89aubU27LOgbBGgFzCrr+wM8T51wE3AxEb6xJ/LrHW/g6Etmcy50ZktY9cXfUfVXT2baQBTNkrvDXjjWZS9tO1JbovyTrHbS/XPdt7T/bLNkVepoVIZP5W0/npPzV/Pv8KRzefgBn929h0EjSXfo71kWj3BNbyg9WlNAVMugRbqrzBm3hIJ/qKPJM3a/5yazpbPVm0SgSMIMc27WIE7sL6NoY7mIdLrtI0p/l6ZpVXFP9Go9WDzvD0kUe0DFsH6UFH1NTXrFwOCAO7y3Tjuqr0I7qq9AO7y3TFg4HxLQxryjPezFsn5P8EDlG3TmeisW5rnYlD1V105SSfLJzGlNSMUDD1lLc0BTmsbp7mDOWo0sv4eChGVw9xWZJ/C6GvZUEzDzP+2dy/gYXd9ccw8qyG0hKm//YXMYfphY4tnc+L5Q/TrxwOJHg/RzeeSBJI0dXYBqvhJPsbd3FM545nB5fTUlqL65rCHJY+jl8mSNZWbKSRaMWD4QXUytepjoTIpIPS8NOsCE4hahpssGfo7G4QUgp7V6jktnZQbz5Sl6NuDSElI3FXoxiK/3+fsNjY5UUYYu3jhLRqXtMX9FjetHJMeIpFQayqCEZcVlE7WGSIigBys1xDDPAoEcnbI1JAM2Osu/A4tuXfere+Dvwfv8o03F+l9/xmTeKoiiKoih7kkqAKIqiKIqiKO8Ug3c+AK/s2OS8jjTbkhLvhgJOZcjwxCWPUx1SAZTTN3wQiPNBPswtl5597rm9I0KII4HNwL5ue+jeTyQu/QrwDNBwYcvWc7O69WNAmzuePsyQ8oUNwdbSu6uPHDRkXASsdczbupAF/fvax+n/rb0Wilk/qvqyOH9TkWWVd9LuquPgwcUskjfwub1mcXzbPnxqsJNBI8FA9FJejfq5ufZ4zl8Vw2/EWatNwWdaxIOCg/qaKOMSfrZXH/dV1yLFKCCoT1dz1qZDWDKUwGWPY8k6PIUAWjBLj6/AA/Ur+VvTBm5u2sQL5WN0BXKkXFkKWhZbZJEihxQ5bHIUtCxjRpbuQI4Xy8e4tWkL1zRt4oGazbRFN7N3ppaPdTeyz2grunSjkWVDCP53fh+GcQ+lxRBxEeGA4UX8aWonRw89RZ+3knDR4kXvPC7YkuGhiuN5OLYSU1/N/7SN8PPGhXw8/hIvhHwcOZjkL1UHctpQHw2pHPfHDqO6WODx0mHm55+gXW/gyPgg6eJUni0vsl9mE0b2AFaWrmTRqOS+8GJaxFO0jM7AZY+KhCsiBz1lRE2LDYECLeY6Ot0xIaSQM3JD+HIxXou6RU1xyPTIAkahmUHvVmqzti0kbHbXU0IXJblyAHSZYcRVgtd28qajhklUDhPXQ7qQ0pkBYvkZ8miU2ElNoElhh0BYQ+/ie/6jYPKzPIczD0hRFEVRFOUDQyVAFEVRFEVRlHeCGydg9m4H4BUn4VCCM6vjvQxWWhPPH8cZpD7G1376POnMbwEXkr/yt4u++/VzOgdsSz8CZBdw4H7ymZvniZc+BqwD5p03o3+JLexrkQT2SY83I+WWxyqW1LwSndvttfoMr9WdO7TjeG1GPGaerJ+n31G6v3VN9JN8Z1ORexpukn1yH47un8Fc7e98cc5cTty8D5/vb6PHVaQY/iHPlVrc2HAaZ25u4sjxTpZ5F5G34pRogpxo5uM9a7i/8Up+sFcTayMaGgkEOs1jdZzZfghntUF10WTII9CtCB4zjKYnGPaOsCma4bnKNu5oXMkNU9u4oaWDv7Z08teWTq6f0sH1LZu4u3k1T8cGeLWsi4K7m9p8iIOHGjl743xmx6txWx4EeQY9OS6a6eaZ2jvYe2yItOanNFtJaeY4bppyH2f2baArWEKkKHnJvRdf7Rzh+dARPFKZpkz/KycNjtBpHUWZ/x7CY2dgux/nH/6zma9fzcFdBzHklfT5p7AiNMYM+z5e8bZyUnIDFcnZXN8Q5MDsiwSyi9kc6iZWGMddDMkXgrNoFstojc/ALYdZF54qAraUmrDlJl+eVnMN7UatmJIblm7bwpOLsTziYkqxw4X0WLpZzYBvK41ZXFnNYw4YpURFF2XZcpeQ0tLIM+IpwWvZLltgJ1wWUWuEhBYSQZk3XdLGMANs9WhE7RRYISnQ2JodGn3v3vYfOh6cz/KxiYuiKIqiKMoHikqAKIqiKIqiKHva+yUA/1EUwGk/NYpTffF+IXGOZ4zPfver2NbXAInL+CF/+fGfvvXfQ5m2jsIJQD+Swz4z+rOr68yOk4FekId8eXpfqRQ8bNiycp902gAGr68/s74t0NATsDd5ffZQ5sQNnzCmjevFk7Wv6r+tPMl+MHAC52/MidtbrpVb5RKO65/KPP1GPjNvLw5vP5Bv9qxjrStMqe+/ua9ygFvqT6cmOYPvtm1lWck0ujWLmrzNQMjPAQNNzMleye9mPczPZsxgYwg0GQc0yvOlHNg/l6+tPpBjt+aZmdLw2DYpw4eJH49Zg79Qji8nMGQWIXL4ZBqPZREulBDOTKMuE+TE7krO2rSYI/qaqE+H0KQLITMMePP8ZnqYv8y8n8b8MkqsEjr0KEu21vJy6BieaPwt/9ZepC3sJViULHfvxecHBul0L+bZ8hClnp9SmjU4pGc+N0zZyvF983mo6lnmDdfxUpnOyf0RYtkh7okdTnUhz4NlIyzO3ceLntmcOrKeUGo21zb4OTz9DP70MbxW9ioHjNrcF1ksKsUqyooFWTVWh0sOsy44lZKiKdq9RYp6UTYVN9Bu1DAv26+5zRJTtz2siLppLnThLrY4yQr/ADVZyRZ3rS2FoER0EM2WoZE1AUZcpXiQJAzTlECJPURSC1JZTAPgMgMMegxKrBSGLBeA/Y1bPgNQifO74Hm33+wfIn4gipPEzL7Hx6IoiqIoivKWqASIoiiKoiiKsie9XwPwHwURnB79Izhtx96/Pv7tX4P8GJAj4Pscf7rwyt89WzOwYkXuTCkZRHLU1xLfuDxS6D8JGDE1ecLXp/QmpLRf8dp249z0eBIpxq5o/lzdgKesP2Cu9vvM8cxpa892TcsliifpX9d+XPVp+xnv0Zy/ISdub75G9onFHN03nyXWX/j4gqnM7TqKi9pWssqoZ4b+Xe6ofp5HY4exInAQl7zmw2vkeMEzB9tMEhGSuKuCk7pCVPELfjXnUS6c28wLZQFyehxdZtEwKMuVstfIdE5vO5TvrN6LT7a7OXyrztLBKEu3VnJEXyMn9tRxQvcUTuls4bSuGk7ojbBkoJyaTAWGdCNkkaKWYkXU4IdzfFwz4x5q8g8yNVNKUvdh5Mo4ZHh/Lp9SRSJ0EWe0VdEdMXGZNq8YC/j01n4ycm9eKG+mELqIfqJ8a6OP82c28tnhVbwSKOHQ0Q5+Wvl5jjCv44Ce+bT7g4x6GlgRGqPVfpD17ioOSXXTkGrg0bJSgloHTTkd25wqN0TXccCIxT2Rg2gRTzB1dJZw2WkpKcqNwRYilsn6QE7Um5txkZcdRjV75bbiz1UbCbcwO/w6LcVujPw0I6/niilXioaMZJ232a1hWiEGKMmWo5MxAEbcUby2zYjL1gCi9ghxLUjMTOsCITXbx4BXI2qlEFZUACM9Iz29OEF7GwgCVTiziPyw3ZR5ZVdCOJ/nIzit7RRFURRFUT6QVAJEURRFURRF2VM+OAH4DxeBE9zVcc79B2NI8VnfuhUpjwYSaOI0zvu3W645+oI1ubQ8XEoGNY0j/zf+5V+Gtzx/NsixcZd95gVTtm5CiHUhy546M5vtKaLnftX6peq4OzIYsV7zB4vFzFmrP+ealesrnmh8Xfte9efsJ33Hcf7GjLir4TrajFkc1ncsH8tdwRkLq/HGT+XK9ZsYsmpo0v7Mc1V/Yll5jBvqTuOIzml8u7OPlyItrDHKKSmMo7sFWa2aY7vDzEtfxa1Tr+aCBVl+NX0qy0s8pFxjaDKOJgsINNyWh1AhRFmujIpcOeW5MspyZQSLYTy2Dw0dgYlGinFjjFVRg9/MKOPb+2xheexGZmWeZmqmnIyh0SUqOWaghl7PqfxtykPMz9zItNHZFAN5bLvA8+5F/PtgD6K4F8+XzaOt9Aq6dZ0fbxng91VLOMy6BU/qkwz7H2Y9J+IPPMrxHQsJF9u5q/ooagp57i+Pc2j+Tp70LeDjoysoSczjj01Bjkw/jTd9FKuiK0XreBHbjsrnfXNo1Z6gZXQmLjkk2vxNoijcdsSyWOvPM6W4SvTp5XZOuNkrM4A3V8UrEbcmBLK50OMMQPcNAFCXlWz0NhCm1xTYlGTL0GVaz+reYk734rVtBt1Fw5BFKyBTJLUQVcUxoVl+S0iNrR6diDWGbpUCcnDiHVYExnF+JwZxqtEmZ+NU4AT4VXXIvxI4VR9unHNnvreHoyiKoiiK8vaoBIiiKIqiKIrydn0wA/AfDjpOf34Lp+rmgzVo/mPfegrbPhhED3AIRfvp/205NyE1DgMGDJc45HuRi74T7VtxNlKmhz3mx79b17lOStleYhZnTs/lOnK6N39p61cqk67wUNh81R8uWNmPrf6Ca06ut3iy8VXtBWWbGAAAIABJREFUR9Wfsu8KnMV3N+R4ovZGXg752a/vS3wreTnn7iN5QTudX64xmZswSerdaKFvc2d1O3fXHs+rgcP5yYooS1NbeSoyk7VaCZX5MVxuyLpLmDbSzOm964iKi7lx+jVcsKCNC/au4LfTmri/uoxVUYPugMmQJ8uIJ8ewJ8uQJ0d3wGJ11ODBWITfTq3k/L01vrfgRZ6vuZ7m3O0sSGWpsMoZM3Q26zGWDFYwPbWUy6bWsKbiJ3yuY5AeYyYtpk2GQR73H8S5/b3ohZk8W7Y/L1beRErv5/yuNtqsYxgpe4r9+k/h3rpHOKo/xDWx/Tgh9SqzhypYHm3G1sp4OZyiRT5Eh1HC7EycGckgPa5alpeYLM6uwDd+FK+UL+cgp/pDVOprKLUSdkOyGbccZm1oOhHL1Exse4svxxRzNZtddXqlOW5WmGl82SpeLvFolcXhok9mcRWn0hvocXktitGiZKOngTKxxQVCRnPl6DLLsKfMBiYqQEyictQEiOtBys0MrmJQAPR7/x979x1lVXX2D/y79+m33yl3eoOZoUqTqoAFC4IFFRAbscXeSyyxYNckaiQRa2LsEQE1QVQUNYgi0nuv08udO3duP2Xv3x8XgnlX8v5e31dFYH/WOothZjFzZtizYZ7v2c9DEWSdgKN3AnTuv1lpDNkB3p0AWvb+CmRDkAJkW/a5IH4+psju5QTZ/YQd2NsRBEEQBEH4v5MP9A0IgiAIgiAIBzUJ2eKhBSB6gO/lcKMg+7VP4SAaTvzVQzWjCcNfCeHP1/XY9tDkybetw1tPHAUJHwLoC0dZfGvedeN/3zrjWEacBZSS0ffq96uP4+kpLSj/a5OXnDWtYs/ce3eVyHkWenJg22ZdL/9NzdX5t26bEQ6aK3MJBqSnrL1cn937ZVtxXyE/UzidNSk59J6Nz+Hp7h+gTR+C8Y0P4IHMY3ix+yAs6jwRD27ehMFFi/Cbsj6oxO/wTeEAGIlz0aZPRrfYWkxfsR7LC8J4s7gGgUQQtWYTcqmKtKGD0SJUR3SUJ5PQ+d/RqsewIzeJbwwFXZKBNFWhOTpMyqHyBLxOBqF0BrkpHZWZAEotHVHVBT8vgi07CHMN7UoQk+o5dunD8GKFFxHfS+gbbUbfhr5YXNCM/nENUWknPgoMw93bmtGJ3vgmbxg+L5oLN1mGSc1hFLcdj1sHhvHrPQoWBuMY21aHh0L34Wj59zhh58lQ+G58GLoSlVYaL5RFcFVyNl7wjsXDdV8g2DkYD1a5cWx6MTypIxFWgSZjNx/WwcnTFaNRTT5GVUcvqnCHybyLbvDWIGg72OzOEE4cVmlvpl/pJ2JgslEmXHJUK0daEVBRY25SAMoks5I2G6tQkWIcALZoFSgm71OX6c4oTNEknkSrUqEC4BpnpF1xkOs0SQDQSbwIWXEojkcyJcKiCqVBJ4a09+8Pjb/vxSf+B8vQ2nvFkC36a8jOLvIiGyZm9l6HU+snCdnwIwOg6wDfiyAIgiAIwg/mcH/CRRAEQRAEQfjfU5A9fZCBCD9+ahqyxcoYDqLwAwDAuQ6ggHMyrXRTzYKvH6otwbm31MEyRwH4B8BLweiXN+ZfV0E4RoNjJ0CG/ypy46PdMhumAog1eOip06rbNnDCd+ZbVnVtMtGSpEbmt9XX5jbrOWGvvVL3WfHM5PWXyUd2SmySdDGdl1PLryu+D9dvVbmfLcGfus+FGpmG6xsSKDNewxlDq8Gik/Di2jB6RRna5TByXbfg45LZ+KC4Aq9XTkHcGYNHV/twaVMbYkoBPvOWYzUthmymELKjsFTAUV2QpQK4nCqUxSrQO1KAwe0hHBHxYnDYi/4dIXSLlSDHrIIfIciShozkoBMy1mjF0M0AzqsLoX/HaLxQPh5vV8+DbTyG67YkEXMGw/RG4Ml4EXHS+DxYicc2ZNAg9cOSvOGYX/QJ8vEhjorEcMKuQbihXxDXtC9EKx8DpizEVj4WKe9ajK8vQkk8hgX5Q+HlGhYGu9CDfYw9UgClmSQGxDJAppq/XarjpPiXcMXHYUXuMgyOMBKm+XyFUYtqsgC14d5QWBvtUINOix5CwLaxwZ0mFfZmqDD5DrkY/ZPNMNJFACdYEVBQbe0islVhEchocjWhIsHVFFHtBiUPOdiJvFSIAABFEm16DlEZNwkHwoqDHNYqW5CcFNUQsuOQbTeaNMoAIMg6wQhp/l+sSIZsiBhB9nTIvuK/D/tPhxg4tH923tcaLAERfgiCIAiCcIg5lP8TJwiCIAiCIPx4Dt4C/MHPhWyP/giyhduDytH3bJvPODsBQCOAY8D4yq8f7D4W598ZgUc5GQRvAfCB87k35d4wBoSNArCBAH2vTdz9xKDUwssARJp0++S7ujc1McI3hRxW1iuZjCQlLf5k96tyd7jKIl57rea1Wu0Jmy6kI5u7YaJ8OanzxXBG9yfJiJYynNayEy/1eBa7+LEYWzcJv4rMwJN9G/BA6ak4Z8sQzNi0DVLaB1taAd19I+YX/RVzSkJ4reJsLPGehVGN/fCHlRxTWiMweBBLPOX40l2IpUoFGpkfls2h2TH47Rg8LAy30wGdxeEwEwmmopHkYqlejLVGAcqTHlywJxdn1tWiTToPv60diDnd30Hc+yAuqNuFwY1HYn4xxVFxijBtw3Z+BBoDKTy2xovl3sFYFxiIeYWfoJzNRHmC4KKtFbi2bw+cl3gDgY5rsKBoDo5vysWMojEYm/kbjmoYjIQcx+LcoxG00/gkN4ITUrMx3xiKqeGVyI0MwqsVblJjb0JJBlxJD+Yrc1diVJjj3cCxpJCuhZ9HWGWkFhpvx1pfT0ljzDEYw3pPGrX2GtpMc+wENdA/1QRXqkSqd8mZsEpRndkN1eypMjDWpreiPMmxXS+1OSEIkl3ISxaoFMym3ESbmgudMwIAbaqFHKcNEcnnAECBFYdiedGoyxLhHAGnC5Txxh9giZrI7mnte68MsqdD8pENCbzIhr+HCh3ZkKcT2TkpgiAIgiAIhxQRgAiCIAiCIAjf10FdgD/IeQG4kZ21ctC25xl53/bPbZkPAMhHAPLB6bzF99c+9vm3cxxMvPl8cDwKQAHBCzfn3nRzFwLHAfwbAJUXpH4/49TUazcCaGhTnaNuqWlkFsXyoOMUDkgkmU2U9me6XxpcFhgQdTubZa+9lY/ZMZ6N23YyxtO7WZE+B2dU/5bv4ifhvk0xrAq9iTlFOxBqeQS317WjVnsJk4YF8YE+BXesK8fvNu+EkvEgKa2Hx7gVq4oexqzSerxZPgh/qZqCJZ7JKOo6FjduLsJja2VcvyuOCa02RkRVlGZyoPEcqCwHXrsIVUkPxoQ1nNOg4oodPly8sxTD2oZhq3YRnqo+CS/0qMfXpY9A0p7C1D11OG1HP3yYX4xSqRWBdCHi2IiPjAk40l6DO9eUYm7Bsdjm7YYPiz5CNXsLrowXN23x4t5uQzGIvI2+LRdjVvlnmLonhjuKbsHR8uMYt+0U+KyteK/oFBSZNj7Mi2KQNRe75Bzk2A5GdEXgjvfECxUenBL/HEZ8PNnk30JkxFjfLoZ3/ceihnyKqkgPqjqEySyC9d6eyLVtqUty7EbVQq21GluUMsXDTKsy0wkjXYivg5pKOeNVVgMks5a0G+GMTRxUpDjWGjUaIYwFSB2CqTwAKQvgaNPyYDiO6hCwTpkhyFoRlnwy4RwhKwHZ8aBRl4ibpxyF2+CcNv3AS9VBNhSIIDtIfV/YG0D2dEgA2QCB/MAf96fiRvakSweyQY8gCIIgCMIhR8wAEQRBEARBEL4PL7IFvzAA+wDfy+GEAPBj/6D5g3448ei7trVxjnGLH6y+HSAPcsJv10j9yG8frj536N3b78I7T24F588BuHla7i96Hou1Z54e/uw5AGccn3r3hVJ7153Pee+5LCaz3jfW1jc/uq34C5+NYwfF4/Zqj6fu9bKzy+qNwvQZTR8qMo9L/Vr6mwXJItXT4y2nWF0lPVryAF/QNYQ8uvUZvjp3JXmu5zaMaj4Bo3ePxaDAn/FpSMIZZWNx1p5euGXdNqR8qzG3gGFBIANVfQW2L4ZV/jJE2FEwzN4oTlcjz9ThtincLAndSUK2Tag2AwcBAUErNbDNbyCsqmhXU4ipO+CoX4FJW0CRQk2XjTO3a1ijDcHfCtowpqsOR3Z2R722BJ3WCVhc6MJdO7eiqqMMfyk7HWGd4uvQu+jmfAhi5uDuLRaeC40G8X2CMfWD8UVOG4ZEt2Gu+1wQzzc4pdmLyqiCze4C7HLXoMiK4utAG27rehcz/KfjlqZvkdPZH38v8sJRw3xgxxYY8fvI0m5/x8h2h27UuvNtRglG0c9ITfgEKDxMLSo7292VUo9UBmu9aVlB2il3tkmfG6dgYKJBogA30kVkWVAlxXZrWuMZXTFrUefbrRFwXpLiZJOvgnh4a1qCaeSkQpBZQgGAdjUXIYshotgmI1zPZS1okP3Uw0xL47ai2F40GBJy7E4CAMxO/dAByHdx7J8NEkP2e1HD/kDY+s7brR/xPn4ofmRPsoSRDXoEQRAEQRAOSSIAEQRBEARBEP4nDrkC/EGEItuihiH7pDY/sLfzwyEEHNj22DcP1S5ijL8FkKNtRlYuvr/64hGTbn4Zb/9uOwiZDWDcF+j7xbJgzcQHIs/vAnBDrbXyyfu6fjn9Ad8LLRmK426pbQjctit/Xm1SHzc4Hi9b73Lt/CLv6KoGo5hfsvuNRMD5xi3F+li/WHWd8lnVXOSGLiCLfVdhjPuP5FfNb+D+jR9hVsn7eC6/ECc0XIgJu2yM8b6JhfnAlMrj0bftHJxf14Hzd6xHnb8dn+VJWOFOwlY/A5HfQ1xzkCAumPAigwBsng+JS//8XCkSAG2HjBgYScOBCd2m6BG3cUIbgZKuxLuhbnixcjXGduzA6I5a7HI3oaCrHu8Hzscx5if4/apeaFXceLV8PHa6urA7+DqK2beQzFzctzWF97ynYHXRGtzQCGyXeiCpvYXcSG+8U9kPF5t3YNTuS6Dy1ZhdfDW6p9N4rSiK0eYcbFaLEbQcjI4182B0LHmmjxfj47OJnhyFuCyzLb4t9LI6hueDY0gZXwofi7LuHT2oxrdgnbenxAl1/LYjrXOnUG2tI4Qzvk0pJVdEllHVzMlQpmrLgip6mds0gDLFqqKNxkc0P4OUxmBs0iqQR7bKAJCTzIeEVjlFdTMp6aqeSaJVsykA5LBWrKV9UWAnOADItgfNOkUei1AAicl3RH7KWUT7Tockkd0fVWQDkeDet2e+c/2cvmcJ9t9jGD+vexMEQRAEQfjBiRZYgiAIgiAIwv8PRXbeB0G2AC/Cj5+OjOygeQvZNjyHRLGSXzddi/ziD6e3XfK4FwCG371lkcrIQAAfAMjlhLy/+IGap+e1PLcEYEMBrAZIjzjVv7459/pFIPwqAJbfDl//m44pjo7Unzmg/6aybdzsUOcCCp7om0hUVaTTTdtcVc4jtTe6dxjFMb+9QvFbuzF22wRn8sazMc55yTlZuRFPlxyLC8qeRJ/WI3DD9gZsynkVL1YuRINzLsbtuhSP7t6AofIMvNBnA84aOAiv+85Dn4ZxeGJVDl5dmcRdW+MY05ZCt64YctMReKx6uNhqqGw5VLYcPmcpQuYa9IrtwsmtrbhxaxJPrfRi6tbeSKVPxAulNVhQuQcnJndjaEdPbHQloDqrsAKTMb/IhbsaVuHatdVYFDwC/widjkU5begKPAmVrIU/7cV9W+L4XD8Jc7rvwjXNG5BITcGiwlmYuMeFm0uuwRhpGsZvPQMBayc+Do2GCjcatSS2eeowKvMB/9gYhovblyOn8wiyKMeLzX6LH5tYAiN2Or7N+5bWJBxekKL8ff9o1NKP0S3SkyhMYQrrwDpfLwQsmxDC+QZPBj3tlbRJyjVTRMPAVBOMVImWkWCv98qoNXcS2SrLgCtodDWgKslkANhkVCKfbFZUpppuywOJpdCm5TgAoHOOZs1WJdiOh0XRIXlRbHUqIITLtgf1hoyg08kBvvVArWfsPx3ShWyrrH0n5FzItsrKAeDBgX8AUUJ2P3FwiIWpgiAIgiAI/8mB/g+YIAiCIAiC8PMmI/u08L7invDTUZH92sdwiA0njnSSi0HwrGS7mjp+Mf224CvXvUmmkXbOcdo3D9bexMEf5cD1gSgZvTj6wnkjKi4/GgZ9ERznAmTmzTk3TX+444+nGNx+U4J1wiMd59c957/30S3SgJs+zIuN2ehJb759Z4FSaprd/LZjbvC4257pdkn+yPA3zoTmD5nqtCu1Hb3s0q4b5G9Kv0Bh8S/5RveJ5Iqqa/gRsRZyQ/PbKHfW4qPCenxaHEDfyCAMbJmEa1u3I238A9u99fiophTTle6AOQpFSS9q4haqojaGW13wO0lIPNtViFGgU9LRpniww3DjG5eDT0paoavb0S+5FmM7w4g31WCtT8cq30pUdLXgc20iFpVuxbkt83Hi5p6IU45nu50Klaj4a+FWDOePYY2UgxFdNq7ewfCVPhbP9mjHPU2fQumahte6/wU37sjgjpI70UN7BSc1VKIiqqNNi+HLvKPQP5HAo5WdGJd6C0vVGpJvmhgda+DBzpPI9MFenBT/B/GYpVwx+2B53lxybj0jn3sH807ZYN3oF7RH+xlEZR1ghLMNvhpaYjp0l56xEhJTepirsVar0FzMsrqnw4o7NQQrA5ptUyLXmLugZAZpHODNriZydCOUTtmX7pB8eg7ZgZxkvg1AlZFAs1atggMGY2hTbASddouASx3Uh55WK5Ec3SKcKo06Rbta9aJEyKMHdlX/CwdAYu9FkD0ZoiEbhAAH5nSIgux+ksL+WSaCIAiCIAiHPBGACIIgCIIgCP/JIVuAPwjoyLYc68QhOJyYMz6XSPRCgB8FTl6PXPjHy8Js+jWEXL8B2PLkood6LKSMvQmOARxYtnj387cOv3vb+WTW7xaDk98B/IZf51xz9HHJFWedlvrycQBHXxl94La1yrAXX/bcfsIu3epxY4+G1M17Qou7J9URg2Px/O263vxl3oiC9b6e0nkNcxLV8RVujRXgmN3HWv1aBiuLyz5Dbf4kbPCPx+Weq1CeSuPi8FzcV78IqwKf4uPSz9EpF6K260jUhCfjPNMBk7fC0ZYirjaj3mtiT66EdZKBDFSkqQaF29B5Bl7HRq4p4Yi0jmO7isAiFWiUj8I2bxMWBjahV2wLCmJD8G7galjlq3Bmx1ycuLI/ctOlmFfQB3XuIxBWo5hfsBjj009hnmsQzm/bjPN25eAL41g81bMT97bOQrDjYfy5+yxc0BDGTO8FaPG04sLUcozcczF0ZxleKLkU5WkTX/vjYMpm9Et9xR8JTiX313+BYGc/ssHt4wvzZMxo/py4ui4nGwLrYdKoM6yDSdeUnki60X8QF7OcqkgPSeWbyRZ3d5YmOnKsGOYF0oqPdZj5rFHdKg/FwEQjoeAwUsVYWKzqGstYJVazolg9aUTrSJjUclckOdZrVRwAcrEd+fEiHRxc4gnSoudLMniacq63qBbynQYJADqoHwXWDqimDwBQb8holYuXnHlT864DtqD/exxAeu8FZH8G17F/doiJ7Pd4Gj/eLA5t78fqQjYAEQRBEARBOGyIAEQQBEEQBEH4d/YV4CPIFuiEn45779WBg2OY8veW+8b19Rx8ZOfUZ6Yy8N8QgmOJRFZ1XPiHp0ykHyi8+7Zln0/rM0iXzOmc42LOyYzFD9aevoi9eOnI3lcsAfhfAQz+3DXoo0Wuvrc8Hn72SwC/OsJactUjkQuWPhp4ZlaM+ic+WtkyYljUveGSxmBebSpVWGCZ9hbD3/nHqkvzjujaiImNc5NB6yuX4ZRh3NYJ9rD6Y+VlJV+iX/65fLtnGJnumoBp9qU4OfYtxjd+hQGZ1djiacD64ALMdytweCFCmVLkpvshGA+ixnJDZwDlAIEDi3KkJQcxOYUOrRPfuNoBdxMKzM2oSRBUd/bB557JmJenoVJegMlt7+CoHQNRGK/GimAu3iyZiKDD8HluE7gxC2PTH+Jd9zH4df3XOLGuBz7wDcczPSO4u/UNhFofwlsV83F0Rx3anOF4I38IziNXYvzmS+C1N2Nh/lBE1QJUZWL83VCUXJT4M77QB5JuqShGxBt5TufJ5Pb+HjIytRS5Fmda8lj6TemrGBnmUpJ47QXewfIp5Feobe9DZUaZytvpGv9wycOYqXKurnWn0dtarjBCnJ1KsXRK5FtZtr1p2XHr3wY1VFt7bAKuKOme2OTfrQJARZLhdX+1QWE7flIv5SX7UkrMJMBcbVo+DMY4ALSpNqpZk2JDcuLUkIrMLsi2T7EpYe0apSCk/kCu5+/JBhDf+zLF/tkhedgflmSQ3Xd/iNMhLgBeiL1cEARBEITDlAhABEEQBEEQhP9qXwF+Xx974afjR7ZVTRg/3tPgPwsEhONVvNJ53oy/Mdl5CMCVIPiVCn1K5MLpNwWnXT8HwCVf3V/zASF4HuBjKcW6rzc9d+NRPS8ZCCgzAJxnQX3+5twbP7im6+3zu1tNv9GRHHJ/58VHfGpMfHWece6JS/yJ3ms8KfOqhtyVveN6/8HxeF6jqsbX+3rRDd5a1/DIMoxrXpAOWA267hQjd+spzshdJ0vrC5ZjXf5v0GDY2J57LO4NnogOdhMGJrdjSGIjTgxvQffMLnD5W3SoQIcKxF1AmJJ/fo6GA3hsjm4WQfd0AO3ohnX6cVjg7o7XCjMokpZgSHomzmysQP+WnghYYazzGpjZ/RS4uQdRtRNvhnbjZHM62hyGBdooTN+5AIPqRuEvhX3xZrd23N32GopbH8T7pd+iyNqIHh2lmNT9SoyXrsYp205EYTKDDpXi48IxvG8iRWaGOkm1swghtou/6PoFeXr3Bwh29ie7DC/7e5FOn2j9BK746bRd73R2enZKl+1xMCswRpZJ3C4jS+QebRcQhXdwcIev8/UkObalxmXH3KOb6vGJFWSXXGSZRJEGJRvhSZYpDODLgioZm9xiAJolO+VKvWut4reR8lkw1hvd4EdDisLx5CZDkHg2G2hRc+FyHA0EvE11yLBUCyKS1wIgFdpxKFY5mjTqMIDC4XUHYg3/ABj2nw6JIvu9ryE7L0RBNrDYF4j8b/YDL7JhttjLBUEQBEE4bIkARBAEQRAEQfiufQX4dohh5z8lgmy7MSBbrDxshhMH3rw6AuCazgv/8LJD8CwBBnNCZndcOP0jSeLX+++7Yfa30yq/sqnyIsBPBfDK4k1/mucw56qRfa79Ozh/BuDjn/FNHpnjxO+/K/LSEZSQi05IzZp6VObjTdO9jyxtlUpOfbK8bWBVUgtf3ZgTKcmgusA0UafpXV/nDNOWBI/Uh3SuwpjWhek882vd7eTCV9cTgxtG8jZ3C9mWswE7A0+g0dOGZl9vfOPti7l8BCI4F2knHyEriRwnCq+ThItlO5YlJA1x1YWYLCOmmHDTRuTTzSjiX2JMfB5qGqtQ3VGD4kQeKG/H8qAHi3JOhAoPFJLAm4X18CjzcF7qHbzvPgo9Ewm8tPMzVDaNx4PV3fB1cT3uaXkTRW0PYX7BBjjSMpyx24MJ3e/BCPm3GN2Wi76ttdCdZfy5ql+SooxN6rUUlvgj/Pauv5APjBFkaLwBAxNhltt5Gr23n5cOzKzn5VYbd8VPpwtKFkrdk45TkeTSX0tORE86T3bZqlXZ2V3R2Aa6y11qxmSPWp1OYIUvLRPCWI21hi4wBupuZprdMh2qkRokbfcoiS6ZuGszO6CY3UxwqjS461GZyJ7u2KBXIZ9sUAAgL1kIiYUNDsLCWi4tzVi0izppi3A912lBOw3KAFBsxaA4PmwzZAoAsPWGA7F2fwTW3iuO/adDdGSDjH1hyb6WWf8dguxeLiG7n4i9XBAEQRCEw5YIQARBEARBEARgfwGe4zArwP8bErIh0E/VfkpC9mtvIfsU+GEp8Np1y/i0acMiO/OuAOcPg5CxDiNrO6b+8Qlze+qRwtduO+3rB2qnAvwpDoyjVFr/1abnpk2qnjqgUTKmA5jQIXmevDXvpiXnJT+6ZnBq000uFut5R/S6npuVgV+87P2Vb6cLg26rbsod0uVqOa8pYFWl06WlZgZNipr+1j+YfRM40tU9uQvDO5Y7A7rWc8nisieaj5JYHxxdN5KlJU6bvPVodTeg3bUWUb0DMa0TUcNBkrrBIMOBDAk2ChlHjsUQNHUE4nnIS4ZQEC9Gcex4uOwYFITRaMTxQcEArPdNRNAh8CGND/KascezFmckX0S7TfFn73jc0LIEpzXbCLRPwaX9CxHzbsCvW99HqO1hfJ6/FS3ur3DrFsIvqLiHFGrzcFRqM47f/kvudVaS+aHRJKIWoG8ywe/v1kHGZGaRBCV8ud4Lr+6cRXI6B9E9mpfNLnbRB9o/Jnr8JGJxl7Myd6V06S4mrXT1sLdo5fK55AP0au8vE8BRWVha6TtZVRlPu5ijr/KmaLm1Na3zlL5ZqcDgRCMoOFypUiws0XRCwGutXUTNnO7ihLNmo4kOa+aGSWV7p1oiDyfvaqqjZVyWW5Owh0QVf9ImktvFMmjWbA4AeawJm5R82WC25XEyimJ5sTsoSQAiuGBc14FdvT+K754OAbJ70r4w5L/ODvluwEGR3U8Ysm30Due9XBAEQRAEQQQggiAIgiAIwj8L8CayQ3IPZxayRcUAsoXEzHeuH+MpagXZr30K2WHzh4+ZM8sB+Q1wsgwyewJnn11Ppk1jAJ6NXTx9lu3Qxzj4xQC/SyX61I5fTL8jeO91ry2dVjXfpurTAJ9MOP/drG2vXMQYu35kz6tfB8HTAB/2puvkIbOM49+8I/rKnICTuKaHtfLYxzrOtb/UTv38b+4Ly5b6ktXLvEkMihmRSa3BWHmGl5dmTIQVGS16efSNsirv2+wMqVd8G3rHNqFX11YraK1XHNtKX0L4AAAgAElEQVSFnIwPPcMVcGhvONDBoYATBRZlsGk2M9OYBIkxSDwDylOQeAISj4PTVuxwydiYV4N13tNAiBcFlokAS2J+XgxbvLtwYuotHJVYhznuY5BvMvxpx/vo1dofUXMYxo7IRQ0W4pbWRQi2/xafhzZim/8L3LWZ4ZbiO0jU3YwJ/DV+6uYric/eQeqMAD4tGM37xdNkXl4XMZU6fmzn++R53xlkfOcWdE8lnJzOAdK9/by0xtzOatM7qDt+FxbnL5UUnrGHR5h8R9FYOZdstXLJdqVX24lEZe0AbL7G34fk2ZbmEDgb3WnpxMy3eoaomQY5Xzsv8aUq2+6UYnuNr/JUqcBqi7tYyqNkepOwFo5b1PZWJDjZqZalHEK9+WQrchMhC4Am8ziatAICADpjaNJsjYDzHNZKwlI1Cq2YA0BRLB/qDQkAdh6gFfxT23c6JIbs3qRhfyDiYH+bLPfelw/3vVwQBEEQBAGACEAEQRAEQRAOd/sK8Im91+GOYX/hUML+IqMP+4uMafwwp0M0ZIOWLmQDkMMLVYvA2FEgfCQccjVmzn4NlD+OiRO3el++vg3Ape0X/vEFCewPnJAh4OT1yNQ/Xle985Zbcl657pzF99f+hRM+HRx9KaGffb352ffW6VWnXl41dgo4bjSJcsEDgcvSITvyyo3Rt3UdmfNGZeYeNzIzz1lkjPtmnnZu7nIfapb7UsGKlMbGhT31A+JGXn7C8luUICwr2O2qSa7z9VJYCZSgGUVFqg4lqSYUmO3IMdu5345yl50kEmf/HPzBCUFS0hGTvIioAbSrOWjUq1FvlKBVK4DX4QjaFqpME2s87ZgbiqND24ljM+/hhNgSLDCOxHzjDFzTtgSntrehpGU8PgtU4oahfj4p/jY5OdKAYPgpfFK4HFv9/8C9myw8nn81VvgDOItezU/bcA7JT9kgaOWvll1HytIWiSoZ9kFulF6WeJ6s07qhUQqxp9sX0LyOIdJu3e28U+KS7grPo1p6GKNWOVmc/1cyppXJJnT77/5R8lDyB8WfCaYLY6W6xtdIdUZJulPx6WXJBNnkTtkZyqVe5gpsUirAQTA42QB3skIGgMVBFf0ym1UAUMxe2BnYrgFA9wTDB54eGgDkkm0IxXvoALiEJGk0igxC4BiMSc2qRT0smpK5ZYRpAGWZqAIAiu1Dacr+Mxh/5qdeuj8DDNk9Y9++oSIbhIT2vs4GYODHC24FQRAEQRAOGiIAEQRBEARBOHztK8BHsb/NirCfAyC59yLIFhlV7O+tvy8MMfH9i4wuZAuWkb1//vAzccISzHxvAAi7ExyTAXIpGLkI78yZCU4fxeQJa/Neu3YJnzZteOf2nKmckEcADAPHovDUP8zhO/Hrbwc93TfYSW/h4HcCZELf9K7xX2947s+/LzlqzEzvEdeCkHNa5eAVd+VemSxzWt+4vOtd3c3SZ45KzR0+KjUXG+VB2+e6L4jtNip7P1uaKVc4Qb+Ybo3s9LT3SDJ/oWm6ACAmSYhJGhpdPfg2dy8rLUmwCVRk1wUIOAwnA5PKsIkMwjkUAm7YjBjMgZsx5DoOClNxvt6VJl8FU1jlTaCcrcTRmY9QGV/PF2r9yW8DF/DxnZvJvW2zUNbRC4HOk/i0njlkZhnnt3Q8Tfp1+eBrfxJzSz/Dbt83/J6NFnk+50K8lzuIT6SXkjG7jiXdIoXcYy8lr5VNJJbk40VmAo9VhGl/eyEqrQ3sseAv6IXhVbQgTe1gtJ985wCvVGXttvunN8qe2O/p+sA6FtUiOKHNIe/kjJMyVHJq6HzpiJZhOsAshYWV5cGxusx5xmc72gpvWnPzrlSRs9v4wjhRy3GSyVIz6nKlhimNGk206JK7V8c2VWLBBHWC7j3e3arHRtJvwbXKVatqpCtpIOIKJYpkCitBuO1u1vKJ5rA0AHeLaiPfaQQAtEt+DLR2S5RpFmWKck598q1rHrlsxYFawj8jFNmf7XcgG378mMGtIAiCIAjCQUUEIIIgCIIgCIcnFwAPsj3iRVHs/49jfyusGPafDjGQDZGs77z9//f19CJbnAwjW6w8fE2esBbAeZj5/r3gzu0gmAqOcwE2BTPn/A0gj5DJZ34L4C+tk56ZJbmc2wgntxDgLMJw+rBlN7wmcTy4pueMlxVm3c85uRgEV9zY+PVFN+Lrl6cVjjl9fqDmMgCn10mhi+4JXuHksej8qbGPOkvt5jG97BXde0VXIEH89lf6yZuWaGPk5b78quW+VBEBUJ5S0SOlOT3iWle5qdHCNPFSTtR9t28SAkbIP4csENiQOYfMOTg4CSuM7TFMulo3sdWVwU4jQwqdHehvfY1bYgvhUIt/qQ0gb3imkqPjdXh552xS06WjoH0CtqolOPvoICHqTvym9WVSEh0FI3olf6dyDmk31vB7NtnkLf9EvJA/lk2kv6TDWysxuHEY8zpL6Tc5g7Da35cNTCTo/JwYmvSIc1H0ZWm+aziVGbHP61gt53ccJ29z6/bsEpd8e/sHspLpbSuZPvKiqmfpwAi38zKQXysfS7qTz6Ejxnu1DSAaa6YA46t9fUmeZUng4Ku9KXKEuUQBwDcpleSY+B4ZANypUnxYpEsA0DOzHXKmLwCgwVWP7knuAMA6vRtysc0BgLxkASQeZwDQrIdgME4AoEmzUMP2aCCEd1AfKTJjUC0fAwCFSbt+7CV6EHDvvb67l/+74Pa7bf3Se38V80EEQRAEQTjkiQBEEARBEATh8PPdArxzgO/lYPWfTocE9v7+u7ND9tfH958eCUO0ptlv8hnbAPwSs2ffD0ZuA8dlAM4A+BmYOWcBOH8sdM7ZnwK4r+2Cp56TqHQPQC4jwMWM4IIjNl/zGqXOY5sqn/2dIznTwHEOgCunNS+4bFrLZ+++ntPvohmh4ceDkynt1H/Kk/5zIMGpPy614v1jUitz3Dw67KTUzJ4npWYiQb1YrwxuX6OMiO7Wajy7DV9ofg4JAgDlBDmWhKAtwWtTGIxC2vu3ywEkJY64xBCVHbQrFmwKGmDtTjdrozTQXocp0ZXw8E62VulO3/aMwnalFGO6tuOlpvfRI5FheR1HUSPWi/+21kf+WO3mE2LzyNltn/JA5BqC1PHs5epXKJd28Hs2OmSm/wz8tvAcdqZ0De0fk/mYHafD46yjLbqXzSkeT7un0zSimM77+VFpUuJPUpJI9j+MgfJ9jQtkX8Zv+7t6ytcO9skVVr11ZHqd4u56WK5315l17jp1aj2TVxg9M1u0cm0CfVwq6apIeTN+Q2Pbpd1GWbJT8bn6JJNyvWHHO2XH0ze1VG6TArEYdXmHx+tU2XYnZNvj/iJP0z0skQw5YZea7u+2iG22Ga3qMWHuZqDOZr1C6kfedAGE56VCRGJNLg6gRctDyHYMRogTVhzp6FQT7SJG2iaSXmp1QbH8KgDmCzp1B2S9/nz4kW1j+J/28v8U3Lrw/YNbQRAEQRCEg5IIQARBEARBEA4fBNl5HxSiAP9D+p8UGa29v88g+6S2ePL63zn77HoAN2DOnIdh4yYAVwEYA0LGYOac5QD/bX5+zmwcd9zVnZfM+J1jO/cS4HwOfonD6EW1O66dw4AnN3eb/gCn/HYCnAfOJ10QXj3pgvCqtVu00IM3VIw3olSf4kDq/qkxpPRTYwhcLNN4dHr1lsGZzVoui/Qcmvk8b2jm8zwAyBAdTVIFWmiZ3SYVJdqlAjuhBHi7ptIMDJlzTlw8ARUZ2csiWikL0yPsNuSbjSi2d8PNu6QEdHujViX/zTUUG7VKajiOc3rnRunxzi9JccZ2ciNHSsFoP/pZrpfffqSPpNUOdn/bs7Q2lWCB9idolOazV3vOoPlWG791k0NeC07AI4UXslOlW2ifVJidtvEy6rF3gpEu50/l10gBiyPXttjDVWGpm72CHZn5gj7jnyj3TbXaY7p2yAXtZ8ir/Jo1r8BQ7gj/TZGtClPLDFH/0e0NtTjF0r27mH5N2Wmah7SkS8kKvX/LRINyK63wiL40Z6RL4kgHbFtfkJtwS9y2a+w18kKjv0EAfmSigXgS1TIAfJ2joY+51gEA1eyDJldTioGr3ZKM7tYKoyZR/Hlks+Q2vXHFUT0yT0hx2Z0wqeZ2OSnSIdtpRrg732lAmxQEABRbXVCtGgKggfzh+swBWacH3r69HMju5f/T/eTfBbfad97XvwtuBUEQBEEQDmoiABEEQRAEQTg8UAC5yM6bEAX4H9d/LTK6ABTsfZkh25dfFBn3mv37otGMEZ2XNi6YPHnvU+xnndUK4E7MnPkYiHI1OL8BwJEA+SvaIrswc84fArD/hMmTL+r8xfQHGSe3A5jKwScSYGKPHdctowQztpe9+1BGqbuYEFwGkCNqM21HfLjlLxYjdMGsQJ/Zf8o7Mi8m6ScnqVbyiWto8SeuoSDgKHLamvuYu1u6Ww2swAl7S+1tuZXYHET2ifv/VpqoqVYphzXIIWO5OpTuVorQKgVllTv26Nhuen7bAjo8vkcybLcVjAxSgl29pS1ul3PlYJ/0WUjFhNh8TGqdR73Jo7g3fBPd6mvgM6ueoQOjCX7lDofMyDsHTxScy8ZJv6K9zM3OWRuukHxWlOtsN16ovFBKygF7QCIhv5cfpU16l31H57PyEqMP3yUX81fq35E9yXLblSyX7x3hU6rsusyR6XWaJ3qvGlE705sCG/Vf7mR6VPKmP/QdpQ8hz+sKl8zqcB9V4w0KB2GrfX1pjm0RAFjpSZHuzvq0wk3PBqVSrsxEuvxO2udOlWstmhSrNyTv2M5NXsIVUzar1O05C90AeFWCkY+9PWUAyMdmhBJFHABkxLFbK2QAYDAHO4zsx8lnTdii5muUc1Zoxqhi+QGCnT/8ajwoSMgGFhay85v+t74b3Hbtfb869ge35t4rjcO9VZ8gCIIgCAc1EYAIgiAIgiAc+mQAOQDq8X8rmAnfn4Jsf/4mACmIIuO/mDkTEq/nnxBwFfWFLbOeJG8z8Dcm39z8LQBg8uQogEfx8stPwR2YCvCbAfQA8AQg34935rweIOxZTJx4eetFz9wrM34dwC4nIIM5x5+77TkzSsDfcUjq/M3Vfw4Szn4B4GTK2djJkbVjJ0fWck7J6kVG5Rezc/qwNUZhaZrKgxqlUGGjESr8xBjyz3tVuA0vT8LF0nDx9L98HkmiI0l1dFE3bEgGAFDOWYXZGRsT3eMemlhMByYbZZU7zJWssILR8YonUansdqnmnQM86uwSl9Qrs9V5suWvUrkZtb0dt8pacgw+K/4EXxR+QU5rtjGxgZGHCy7BS3mns1PoHbSXvdKetOFyOZBmjtvZIH1QeCI2eWucAfGkvN1I2x/lxuRJiZdkFXHr766JyqTOtahOR1hB23j585BuLsrV1Hva39NkuyStpo7W51W8p+sOS4/oYPqMvPGqTajTi3wg9WgdwGUmQ2XN0g53ZTwuuz0VyaQWVpx4s2Z5Rie+9phESe+WCvULOle5AMJdqVLyYaFKAaB3ehtkqzoBSOoezx45aKPLY8O3zOjllmFm/KRRK44d7ybgjPIErTOKXQC4wTipN0yDwnFyWKvURmtInpNKy2CGYvlAON/8U6zRnxkF2fAjhexpsx+SAyCx9yLIngzRkP23AxCnQwRBEARBOEiJAEQQBEEQBOHQpiJbMIvjhy+YCf89HdkTAxFkQw5AFBn/xeTJcN55EjcR4FoC9AL49RS4ftaThZs5wRvc5q9Pvq1lJy6+OA3gBUyb9hL69BsHTm4A+BhwXAlOr8TMOd+ECP8TMsbjOz9teTDAEudw4HKAH8VBLqPcdVmvrdc2Angvqbact6dsTi6INR7AGML4gFGJnQNGJbIHCjhI2zY9d8kyd0l8vRbCHsWvRxWXO0UUX5y6XVHZ6wJACAehcBydWRk/M+3KdAJVmT2u6ky7vzrTQarTHVTjtpcATE8XxnzxUV5fvJpKtouuCiippwZ7jQ8KDTXfac/c2v6aNjS9WtKSI2xf5Ho5SXXr9dqXlHrPDufqHbY0tIOwm0pvpu8FRjrjpNulWmepPXH9ZXJuymX5nGXKKn9vtiBvFK1OpSVKbOvFkrDSw1lmD8t8Jr/iHa9oDjN/2bZUDUYHMNkK8rt7+dQeme3p/umNujt6l56S0+lVuSv1Mxq5KjHqvJpzitSN/CNjkA6pX8tkTUYiLvO4Z3HOWA/lSPsdW/8wN6GDcN7HWkq2KOUmI1Qfkdgjq6Y/Kjm6/9OQ4dZYJl1mN+lq+jgPAF7nriN9YtnOe6uNagTJziTAtfxEESXIdBEwX5NRIMmcJyTO3c2qTfxOR5pyx91GAyhPd1AAIJTdYlHpzQOyaA8cDdnQNIpsYPpj4ns/xr6P8++C233D1MUcKUEQBEEQftZEACIIgiAIgnDoMpBttxTB/h7vwk/DvfcK4z+f7PivRUYZh2GRcdLNzTMAzJj9VPEgzp0LADIFQA/C8QCRyP2znyr8inPyBlXpO2ddOy0MYC6AufjrnF4g5CoQfiGA4eBkONT09KpT/O+D+N5ComtM+z/ilZSRCwF+LoAqAFe7zIKre26/KkWAr2xqPtGes6Sry7cxz6HpgQAZQsDza9Lt+TXp9v/V50NALMXyRlzJnqo7VRlwJ0soZZo3JZH0m8Uu/qdKt7HGrxg5rDN5VWSWa3TyW02xA2lf5AFdS42Q1wXXWe+Xv6cYLJG5f4Ot5ad16/yqXyvfuHvZp0k3y934SmvihkuVgkSu6beXqg16nvlW6dlqgWWxkGmRP5aHlaQcM6dEn1HXKVXWarVaebhhvuqxqZnXMVR9q8ywN3oV+eG293TZLkpqyWNcH5Z9pAGOdWKrrXzoOzrVKucYR9N3tEA6p6swXurT2FY3I9Ra4+ul5NkmIxxY5kvJhXZd1Ms6/avVYT6N2Zm+6RbNkxhoAMCiPBU9rK0pAq6r6f5KlxKLJuWkv3cX8zpEsjfplXJv+q4OAKFEESSWzWebtEK4ueMAQKNqodCpIwDQJgUw2mrQAJhfH/e7p//ZLu3w4ALgxb+GqT+l/xTc5u59exrZvcrEYRDc/sz1Q/bvYeOBvhFBEARB+LkQAYggCIIgCMKhyYtsAPLfFeCFH4cf2VY17fh+g+ZtZE/qANmZLfsGFOdhf1hyyBYZz76pcQWAFTNn4jbaWHQCGLsAIGdyjpEAH8lMZ/qsJws/Bidvp5XM3y6YctZGANdj5szbAWkiQC4BMBoEUwAyBW5/LG9cYB4I/zu4Pazzg6Zyh0kTCOXjwDGAAydITD2hoH0UCtpHAcAeAEszWntz0lVnZYwWOU07XY6c8TBqujlnOifMRUBUyuQMgUIkR+eq7aGKGTS0TF6BZua6VSuoEE5DAJCmJPFxSEu+UebOW5Cv6RlKUGy1dt7Q8YH/6ORyF+WK6YlOlVyxiXpGctJvdXtLXxdcqxwZYZmrdjpah5SXHt/9AX2PHjTPoleppXyLNXHdpUphrND0OcvUmKJmnq/6haZxmumWSWif5sXtVd6UfElsuqryZOYd7yRtaKIhfVxshx5qO0G1iW492DOgDEhvSPXIbDfc0btdpmSlv837Vj+mjTleG8rz+WcaPtIULyErPAMbx3sIuKM6TdJ6X4+0STUlP510dckstkc3veNTC90chG1SKuiRycaUxLnmTlWqTTqNNmuSf2zneh8HYYrZi24ObOEA0D3ByS6lOGYRORji6wyVqymP6TdkbPdwENaq59GQxV3g4M2qTUZYuw1OCOuQ/LTM3AAAOw+z8MOLbDD6c9nL/1Nw60Y2aD8sgtufIS+A8wA8DqAVQMmBvR1BEARB+PkQAYggCIIgCMKhhSBbgJfx/Qvwwv8NQbYAyJEtVv5fQgqG/UXGKLKBigbAs/flfXNDMjjEiozZ4nbTxwA+fvW3BW4XpWeC8PMAnAjgVBB+qm6r6VlPFHxEKJ2T3n7r3PPv3PMagNcwc2Y5iDIFnE8GcCTAzwHHOYDMAuPLVgH4Apw8eNPO1Na7N4Z7Anwk4XQowAcAKAdQrmXyoGXyss/af08mRed6r9z+SUh3zSt0Fa3yK26HwC1xJz0kvbrr9NgnoVpzZwBcNo34Gban63wXcXx8Zd7K5LyyD1wWTZmX7nLk49sc7St3/9QV5XcYlpRJTZIuNkJOc2byusu0wniR6XOWqzaxMjMqL9XS1J0emIjrezQz9U6o0xie/sTqa32rvOo9RctAM+9s/kLXM6FEIN7L/XAPL23TCLuzZbYh28UJLTnK/WnxAsWiJju1xdE3aBWxlUYP7zHkd27KqdW7faAis44uCsu3OGewVwJP+h3b9WlOUgaAI8xv5GYppyNBjZxjYjv8hFPTSBWpc8oMAgB9M5sl2S7tIFzP2ebb7qeAXZHk8sxAHwUAQnQjcmOFKQCGwmO0U/F1WUT2uZyUHJedZFpirsJ0A4kST8oBdZVZnSDA9h9gmR0M9u3lErL7yc91L/+fBreZA3J3hz6C7InB+wDcsPd1zx+42xEEQRCEnx8RgAiCIAiCIBw6KLIFeIb/ewFe+H4k7H/6uetHeP/W3iuO/UVGHdmnfveFJfuevD4oLbt8mWvwC4OT333d1NtaEgBeB/D6zOmF+dTCRABTQDAShEzgnE/QNNN+58nChRSYRxpumHfWTU2/AfAbvPVuJSg/HQTjAYwCMAjAIBB+81PddDzVraQJIGvAsVhz2BsTGpPmhJa0dkRXJhjKIFdmLBcguQD3AdQAAJtAMikycZnaYZU6u10SX+dT3csDcmhVQC1p0aQAssVIEM7S3e3dDad0fVEwPL3Ko/GMDq7EjdjZtid+boA6frXVaAnPqnw9t8HV4KpMInrDdsufnwF7OnRO5snQ+UYO2R6fSK/3BOxkavL6y41QPGR6nRUqRdyaUXWp1qqFzP7JhO4QJ/3HsnYj4DQnz0z9ybVW7Z5apdYaN7V8JRdaMVbYcqq7TZETz1R53KOSS5NlVpPL0znNbVMn/U1osX5kJ4uF0tx7X9m5XgkZswedp1a3905ptq7ofLMvTbXkJm+NK2Rm219960sYfhaOhpxG/zzXUR4AfERiDzEyBXHKpZz5Ic2nMTNVYTUYauY0BQB2e3aT4jSPyhy5S929PRJMM4B6tSQ2wgUAEoujyV3JAcDFHDRplgMAIacerTT4/9g77zg3qrNtX2fUpZV2tb173TtuYIrpAVMTWuiQEFIIoZOEtPdNSCOFvCQfhJAECCEBElqABEKvtqmmuIB7W/ftu+pl5vn+OBK7GBtsY4NtzvX7jSVr5pyZ0R6NRs99nvtRAE3ZPkRYstMH4ydP8VpuA13sPtfyDxJui9fHPVK4/YSwgBrgeuDzaDHqUuCmT/KgDAaDwWDY1TACiMFgMBgMBsOegQtdSDvDzgnAG7aMBx3cK3rk72wGBhmL+y+KIZvWDtlVZ42/h5lXzr88JfLbGVfMWwTygij1gp1znjvshglritucdumGdnRg76b7f1tZ54j7JIU6CeRQBYcLHC4iv7nvutrVKJ5m/YXPufLOIydd1XY999wTQHkOQORgYH9gKlAHUofiqIxbcXdziLubQwMPy0EHcUH/bgp/yGlkw05yydjswuShiVcaJ6QXVHskPxTAssvXhPq+EgwkjylXjo+4O97xn6H/CL9dOr/CEkmd22ozfaNdmrSC8TNbfhCaFdrLN9R6Njbd+lE4kvPGz5j3jZKydFkmbL/p80ivfWvLue4VwUHOqFTKE3Js+9rmTn+fO5v7Zt81wRwqeXfJEcGR6Y7YKd3zw2W9E9L+bJX/gr3LgjnLzp3T+2DQnW3u86UPiDxb96xKu9Jy8jo73O2OxB4r3S882vq37SXJ5PUHRCCX9DidwVnle4uDRXU+XxJ3Sd9KfzZyWHqGB2Ced6i3IdfbXZlPRktie5c6Cmdmhc8amV2SUEjAl5wSzrpyyQ5fe/CIdvECvBUYQZlqjSmcipp4k19hJy0ywZXBphIFTsARa5U/FwCottfxin+43yXi1OX6LCy1pwsgbvT1JA3EPuFj+ajs8cLtJ4gLGAr8BZiGfo9PB/77SR6UwWAwGAy7IkYAMRgMBoPBYNj9+bgD8IZ+fGjRoZd+QeLjphhkjKGDjD76g4w2/fYzn0Tx5K1CcNaCigEjQY1UwlfdbosZl89bhuI5hOcdi+cOuW78aoBTruhYD/wB+MOdv2iOen2ZoxTqWIHpCpoQzgPOs90W911X2yZrLn3NEt7AYq5tc/cG76Rll1Z/rRHFeJCRwDAUzWjf/Eq0mFj8XA080gRYnUo568N2src+tyEzJrfUOyn1Tt3w7IrRbsmP6t/U3eZNH7ihJHb2ME9mWCNAwpXY8ETLw77Xy9+oFCWyV6+s+9rKfH00K7xYslf7hU3fqepyh+391R8yU6y/haOpyp7T53+1LJQNpiP2mz6X0yN3Np8i88Ij1eB0Jleey3n/WdtjLwqlXWckbrJq7dXyx8hJwQy+3I/XPRB2O954VecBJbOj3t7/1PpLT4k9ZpfbPZ5wz3cjeZVPz6ye6R8Rd7paElL+07pTfXlcMlH9I1CaiXbVx5rLA04rCuGl8qkhj9h9JXk78kw05hIFE3OzgjEr1LPRVV52Ts9bPoCSVItredDd0euxKvdOzi0FxJMbp1oDaxOiJDi6zwlnLG96ua/BP5b7fQA18TrcTjwFBNf5a11ecfpcIpG1/pw7QCIZkHiwzVWuSu1Ut0ukzLGsV3beSPzE8aKvJzEg9Qkfy45mjxNuP0E8wCR0dtxwYB1wPPDmJ3lQBoPBYDDsqhgBxGAwGAyGPZ8y4GxgH7QNxRrgQeC5HdD3XsCZwBB08OId4O+FfXwYIwvHNRwd7FiM/jG/Nf7uLcC5hT7cwFLgrsL+P4wgMAEYg55BuQJ4civagQ6MnoMOPATRRZPvA17ayvY7Az/aJ/6TDMB/WgmiP1NdaAFiV8BBB06Lwdh4zDIAACAASURBVNOiH38EPd4HWtDsMkHGg67b695nr372AW931STHkoOBQxUcJIqhwFAUX7YEZl4xf6WIvCCoGYLMOvh34xaq76lu4J/AP0VQD1xXvZfgOsxRzsEKNQ2oVnCcKI5DwLKgPv+mc9+6C9coRasI64A2lLwmjnpGKUkrZaUy4nZ3u0qrEfH5VS5caveWgmpA0Ywwhff/lrKVE5jrS0/uCsZOHuTJjR+MqGpAutydSx5rfqx0QfSdWgehPMvqi5blqkbFpT6n3LFv1V/I3eXTq9ykek+0Lgk1qtnBpt4hHScuPKfSa7sTEfv1oFt6ua/h+MxrZZP8dZlsvD6bKXklkux9qjxWOjkzIzY180x4RmBifLGnueTijS86zdle6tuOD+J47Ev2KisNOOn4SX2Pl3iyo7q9mSnRZ+uekbQrzRmr7fKs5U3dFT0qUKfmdJep1ujeaz9bAojPWRPs9pR2rQ3UlTdkskoBL5WlQiGnr68hvzwy0zfOAjgkvjxo2f4+b7Ys8t9mvw9gXGqRx5Wv6rTsSMWSyEthgBEJYZFvUMxB+evVnBK348qUZsp9bmkNAKwJ1BFwHAdgrS9HdX5NHqDNitLtDsx0O7kLpv5w5YadPBw/KYrX8m52YbFyB7LbC7efEH7gcOCvQBUwFy1+rP4Ej8lgMBgMhl0aI4AYDAaDwbBncxBwD1C7yeuXAfeiRYTttZ74BXAVOnAxkB8AX0MLElviKuDnvP9e5HvAFXywf/VX0X7X/k1e/y66COjPt9DuJ8CJwOhN9vsvtk4AOQq4E6jY5PUrgdvQ55zfin52JKHCsisF4D8thNFjsJNd28s+W1hiaAGkGGSM0B9kTLMLjJ/Drj4sD7xWWP7vnlPvcdU1j5qIcAiiDgUOEqQFRYtCvqCAmVfM757B/JcVvCYwe9Z33K+f/OtRc4A5wO8A7rm2ZrCy1N5YapISGYdiDMIgoFmE5ncPQBRKAShEBC85auyOAUeoCtsBYKNYpsS90JMd0+tLHB7yJw8ebznhvYpbO9CxOLRo6eNNjw5vC7UNBwjY0vrFVXn3gV3SpAReDY1Z/vWm7w1ud5epShat/Zz7ioYgXUzYMLX98OWfrbLE6Sm1Z5e6JMaDdcfGZ1bsFy7P57oGZ9Llrf5s520NnRUVzsbu05M3RjtcZd3/Dh4UHZ7u7Dqje155SWJQV0l8SPnNLaHYorAnfFH33V6/ZCTcfUk0p/LJGTUzgoNS0j4yLlU3VxyTi1uBwOHWbVGXuFJj2iYGPE6s3SWpqpmVhwQAanLZcNxt96zyZ8sOyL5kK4S3/KMiASeXGJ1qDwXjIx2AJ6oDYb+TTjTl14c8maMAWB5Z4Q/l6Y1mpfSuqglBgGr1DtFUdUyJ8rklFsxannSPp9TflMmUIMh6X15Nyq30A7S5oggsmnr1Hit+FK/lnXz83yO7ArulcPsJEELbXP0eCABPAKdibC8NBoPBYPhAjABiMBgMBsOeSwvwENrCZQbwM2ADcChaJDgVnTXw1e3o+wq04GCjhZD70LPhLwLOAG5Hz0acsZm25wC/QocRb0BnjFjAlwvHciPazuGhzbQ9FvhjYfvbgT+hAyNnFY7pZ8B6tCf2phwFjC8834AOqlRt5fmOKZxjCTrg8GugA5iOFla+hA5cfXsr+9sRRNABol09AL+nodBZVRb6vd+dgnE2kCwsCh1kLFruWPSLIRl2gaLLp917mg28Xliuk6vFmtn39nhx5GBgmlJMAxpBjhE4BkByOWZcMa8d1FyBBQoWyBqWiVhvJcTz72NvGJ4B+NOf8ET7ahpdHqtJxGlAVIUoohaERFQAHL9SCKgeRyQH7h5XtkkC2b287tS+pb7M+CYl/omgjuG9InBHl6979vO1z/reqHjjAEc5+wH4HLX4rDW53OEbnbEWkLACay5u+pb3qcjUISCZqdbN7VOtvzQikjlq+UmJsRunVCmybWX516os0jxUf0zvcxUHlJXY+bZRqVR13G13XdfcXgG5xIV9P4pakk/9OXxCVDmkf7Hu8XI3VqKu7YjyXrfq+8mo0khtvqPj0MRLld701E5PdkTFMw1POxlXhjNX5SttZeVuqjwlUkJ7d7N6JTqqbVLC4/gCPmdJuaDsV8smBfy20x5wnKonokklCqZknotmlSe+yl1bclBsVdJCQmXJYaVZS2Vml3l8Y7JvJxQS8qf3LXdwcmsD6zx7xSQD8FpwTMhNJlmq1gUbevf1AriIscFXmQD8Idt2xz1OPGU5JfX5ld6M8mbiVtAHatHHNPQ+bkrRlkYd7F7Xk53JloTbUrRAtMsItx8jpcDF6HsOC7gFuJBPp2BmMBgMBsM2YQQQg8FgMBj2XH6KFj/mAkfSn+kxF1iCLpT5ZbSP/rb4RlcCVxeefw+4dsC6mehgxanAb9G2WwMDqUG0eADwG3QmSJFX0D/kLwSuKxzfwOCGq/C6hbZ++NKAda+jC4D+EPglOuslvslx/xG4BpgNrAX+hs6A2Rp+iRY/ZqFFmKLgMAct9PwDuBz4M/q93ZkUA/AKHTD7xAPVnyIsdG2IPDrrZnd+74V+i5mBQcYgenzlBqzfJYKM6mrloD9zc9DiKc9eMqfR5XLvpyx7H8SaAjIZqAL5jILPACgLFDZhbGZcMa9NwUZZSIeCLkTFRJFVIrZYEkOsMr0zJ4yoMNourx6oQwepNyWtFK+u929c/Hzdc8F5pXMPEkuOLqyzwzlmnddqu/frsvcFcLC6/1h54opf1Zw7Oa/cBOhZdqLrGzUVanmj1/atP33el0urkvXllqRay/KvNStyzv31x3XNqNi/MuA468clU3U2EvtlS3s07rLtC+LXeMqdNu4sOUo6XGV8Z8Pzdn22j+q2IyyXHeLyKdFAwq3k++23lyvIR7ouqsi5srEXqmeEa1O0jY9J9b/LDu5u90SrD7V+HQSRfdYeVKmwE15pCy0LDdoQc4dqWzKZIMCsskSp30n1Dcovjsz1DY07WCVH9S2pQKx8MNXknl3m7cpaqm7f1NwoIJ70eNXm39htW/nq8b12FJA3gyNVJYvjIMH6WHNEIRmXJH0rA+O8AEHHoTWQzQPU2Gtod0WzgA+cPU0AUejvaEGLqbvz9WRnslsJtzsBhb7v+gX6nk2AH9N/H2YwGAwGg+FDMAKIwWAwGAx7JhG0CAE6K2JTm6tH0cH8aegf1BdvQ9+nFfpvR1tRbcoPgc8DU9C1Mt4YsO44dCAxhRYjNuXHwFfQNUUOBx4fsO4gdM0PB211tSnXokWIKrTV1R2brL/tA87pg6grHHfx+DbNtvgn2vZrHHBe4fnOYmAAvnsn7sfwftzo9z6FFgz2NDYXZPTRXwQ8M2DZaUHGg+/87H0IYxBWoFgqopZg2Us8Ls/SCsuz8t7T7n3P5++wGyasQWdn3Vd87fkr5zVZYo1V4owTJSMUDBXUYKARqBaopngSSp+KqHf/of+F9yBo4XSJEhb0+bpXPl/zond29atDc+SOBg5+d0NbVg/tc169aI001qadaYWX40+XTH3lsqbLp/a6wpMRSU1w3b1gmrp+soVNbbx+/ilvnz/GZ/stj9O9JGy/NRyR/N1NJ3S9FN2n2ufImgmJRKMlkv5VS7tnozenjk/e1TMyN6fiDe+o9a/7RtVNTq1df0LPgrpApnZ9Wd+Yulei3g0P1QVqJ2fmrx+ZWVYXiB/b5bLrK59ofJScleULq/PlgnKurT672k0qPko9UlKdqFtbnqpq8Dlr0woJPVcxrUpBvjqbDfW47Y61vlzl1MysjEJ41Tu22hInv29itdufrWqzHE/tg7X+UoAJ6QUeK1/dbjmlVUtL53oARsXE0+Eu7e5yRaJTrNdDALXxBiyJxwDfymBTWEE24Djelb5sEKDWaWW+d5APgDwLt3dc7YK40J+tLMa+aFvY7YTbj4gFNKGzXY9Cn9d56PsOg8FgMBgMW4kRQAwGg8Fg2DM5HB0UyKPFjs3xH7QAcuw29l2c3fwEm68fshBd0Hxkoe+BAsgxhccZQM9m2m5EZ4IcWNh2oABSbDsHXXx8U+LAM2jx4xjeL4BsL9PRQYg48OwWtvk3WgA5hp0ngOzpAfhdGS86WNlHv0f9nszAIGMfOsjopz/IWLSnSbOj7VeEscAoFKMBlBIQi3zeZiN27uA7P7cCkWUoWSao5cBycWQllrTOPPuRboBDrhu/Gp2Z9dh7ur5arOcS71S7sk61KKtSWRJV4kQAjyjlUkgE0cKiEhJiqV7Lkc5XKl+1n65/Jtrni41RjpoiyHSli7MPfMNWhTLOU6csz7qnJ6xDLOGUwqqeV0Njn/1603cntbvLPgMQZuPLJ7q/0VKq1k5GVHLa6iOX7LvmkAmAHXBa3wnaS8aIUum/Np/RM6d0bK3XkdaJiVizS8jf1NiRXBrMlI/Lvbr68PT9Td2u8Lp/lhxRH5R81zVrnqhT4oo3rD+2Lg+pr04ur3WJnbqw6846hTte0vuVyowr3f1S1UvR6oxsmNDr1M4smbh2pbeuYbK6I+dWGfZv/Uwl4PidVRUZy9v7TunI0hLbXusRaZhRlnQD7Jt5pspWVmqJpykwMt25MeDk6iKx4RGAJ2r8wbAd76q2O8t96aMFYHHp4qhbSDUlJfBkZEwWoEHNCbkcd6o0Ux5wyToPFAug23GgfHUg5/VLMhlyYsH1rgov0MZZ3xpYkGV3xoO+niQKi2H72SWE252EG22/+Td0Jlon+v5m5id5UAaDwWAw7I4YAcRgMBgMhj2TcYXHlbzfCqrIvMJjC9reaUvbbanv+R+wzXy0ADJuk9e3tu2BH6HtiZtp+1Eo9rWQLQd7i8c0Gh0s3pE1OSrQhdofQlt7fRoC8LsSAXTGUzc66P9pxKY/WKvQAUYfWpCDHRhk7PT6J1RksyNFnKHKYhjCMGAYMBxoQmQEMAJRxZLkKKVAFAff8dkEsBphoyjWAR1KVJdY0otD7FDrhF7EySvlKgqIvaLsLGL5HSRkgUccVY+iBpx6hRokMBj999fJIkqK+40BM/0Os764yslPa8sd4rLUF8Eq/r5a9kLJpGe/0fzdfXqt4EkACmfR4a6frx2tHjkcwJv3zTtz3gXRilT1BJDuiD2/3eO0jXFQPTcNPj+9JDS41iuyfFIiNtjtIHfWda9/PZJqqrbXrfpi7NpBeeXq/X3ktNq8ctm/W/0fX8TOUNv+maw7X8JPxkQSawKuwJm9/4lF7d5ASe+Xs5YT5r+DHnDbVp4vrspHAflp7fl1SjnZSa47o/58oGNI98hKN7G1Lkk1vBjdN+1gldZnU5UIMisaK/OR6mnJLypb7GnqzCtX4zF9iyMAJYkhwS6P1bk85K44MLkgDeBN71fpIPnVoVZ3U9LpsSAwo2RiGSDV6h1VmajpU6ICXqcn4igr3+arckezeTfAGl+OmvzqLBDM47qbTcSs3RgfWkTsRQuIhh3HJyfc7nh8wP7oGmmNwFJ0JuriT/KgDAaDwWDYXTECiMFgMBgMeyaDCo+dH7BNcZ0CmoF3tqLf4ragayB8WN+DNnm9+P+Pu+1HYVveSz9Qgy7ivqP4PhBGn/ftO7Bfw4cTRgsgnez6AbOPC0EHEIvBWzfvDzIWPfm3WQh8+7R7s2hxdt6m6465/hhfX6V7mKVFkSEKGaJEtQCDRV+XwujskVHvGlgpKQgXIKKfiAyoM12wvXrX/EoV9Rs1UMnpAhaAmqdw3ti7O9968VJaXMJxSsn/AH4sBZATxYN/qjx54S9qzjvKQX2l0Nea0da/nz3U+uVxLuyRQHJM+8Rnpi89Zbolymthvx3JvVLuIjUir1yrrx12sX+jv6rW67BocjI+zCWoR6r6Fj5bHh/ll9Tay/q+2+zCzv+p5ESn2yqxTu+et2pyYu2gYLpueWnf2CGtAfea64eEG8vs2PoT40/UWU6kLRD7fHXME9/wRuXs2pq0rJnYK41vBUa0vuMf3DxcPdURoLt+yrojHYUikF9RAcjzVQfUWKh4RT5fstGXW9fhsev3zcxKKaTs5cD4KkAOjS0LufL+Tm+urOLpBn8aYL/UW9WIcnyZiVanv3Nj1srVTeiTAMArobG+AD3dfnqjjX17+fUAiqlub1mvrVwVpZIrcRT2Bl/OtV9mmR+g5pGHfsbdf12Fnt2/O4uQocLSxZ5hz7Sr87EJtzuYIHA8cDNafH0RPbGj/ZM8KIPBYDAYdmeMAGIwGAwGw55JuPC4NUH7gdt/GAH0rMqt7XvTfrfluD5q2wGG/h+JnfVefhh1A/p7ErhyB/Vr+HAUUIq+V+5A150xbJ48/dljFv0WNJX0iyUZdOD6I30eH7300QzwdmF5H/vecUzEi7dROU4tFrVKUSmOKsdyyhDCoMKg3ILz7mfUQqVFZ1UlURIDOhA6RNRal6g1LnGtuPW1RMTl5gAlapoDVyid6UUhFcTJ2c7Lne7oA2cP/UVgcaDpPIQTde9qXb315n2ftS4/2EP6XAC37XnhzHlf91Yla44HxE3fo6W52YeABBOuwJxfjrpiUMwKlvkcZ+6kRGKMS8T1XDT+1gPVvRNd2J3f7L0yGpC4eiKwz6pF3kFDmzK9yy7Z+OJQhauzYf1nBwtkT59aUe2AfLPrlrBLbCJd3w4ocfNg8/0lDsKXVtnlAD+sv6AWEWc/64/1SqzkpPX7VVs4XV7pKN/gr1nd4a1oqsplupRIyTMViSDA/pknah2s9AL3IH99Nra+Mp+sCyfH5QDuqw/UKMQen1nodjk165UTqlsSmWMBjO+Vsqzyphb7mgPNalYGoKGvuRQk45KEb6V/iAIIObbV5cl35xXRBnu5X0H3A3d3Ly6MqQj6+6c4iz/D7vPZjKDPoZMdmyFo2Dp2qnC7Awmj67L9Gm2Vdi/wBUy2kMFgMBgMHwkjgBgMBoPBsOtwErDvdra9CVg14P+ewuPmanQUGfiD2ruV+/EMeP5BP8iLNk2b9lu899ietsV9f1Db4joLHSjbEbP2d9Z7+WHUFx5nomupmAyEjwcL7R/voIOVu9LM4F0dh/4gYy/6s+NDW+x5eG/geocHGV8559E+dCbb1mSzvQe5+mprbecr9QJDsZwRSjjIgb2UYhIuVYHogTDA/urptlTu+Usqvt754pATPwNcDQQKo2VxtbXorpPVBZPdKn1pYRete6+b9sjBK485Cy2ubQw5i17y22tOBFjnr3nqt8O+MS2nXAG/yMuTk4kpSsT9Wmny5TvquvdTEL+473/yFc7G4DJv47zHggeMd4vTcdPqh5otRBo2HJt32X71+6ElaxaF3UMmpd5ZPDqzZIQnO2y5L7XfkHZ/x8qFZYta6tKyYnyfM3iRb9DKNwMjWurVm6tKWTNodMeE9V7bN9TvrMqA8FTVwaUA9dlsowP5lyOJsqAkOprzSytXeOs3ZJWn5ai+uW6A0tjIakeRnVnp81bnO9eFnFS9N3UkAAvLFlQrUbmhCcez0N/c7aACTdaruu9YM5YkeoCaFSUtEQEJ2Y5aGtDJEXX2ahDept+6aGDRa3/hfczTH7jeFbMqFDrAbqGvJ7uLYLOn87EJt1tJcZx8D/h24bXrgSswY8ZgMBgMho+MEUAMBoPBYNh1OAb46na2fZj3CiDFwqrRzWxbpHzA860tqp3cQvtNqSg8blpXJIkOWm1P2205px3p8b2z3ssP401gMroAqhE/Ph5c6L9l0UPe8NHIFZY4/UFGP3qWc1EsKc68fpd13/xspZ3P/heIKugVyIiQVIo+II1SceVIXBQ5pVSviDiCilnifMDnRFmiKEXEr5QKixBVikqBKqBhTfdLtVj94qWod8UOgDYR9YpSMksp9cLEUX/OdaT9ZxOMXIGyipaADsjjDer1B06wLjvQUvb/Ai4U8XC6/JYvvnnRRK/juxBAqfyjZdmXKywyJwLZV6JT/v2PxpNOBqywbT85Ppk4TAnut8Kp5/7U0HkokD0v8eu1g/KLRsas0II/hk8aB+R+u/rhbHk+6SmJD5tXEh88vs3nWvmTkZEhLvJdl3X/ZRiisqVd328EnHta7q4B5IIVdhXA9xq+UQ1woHV9vYB9QOsRLSBZn91al7fcvW+Vjiv1iLOuxHbqlwUyrQmX03Jg5vk0wIve8RUA02NLqixxJ/zp+tDbYc+GlEs1H5mYqwB8qWk1DpJvDbW6azPS7nGofy482QfQwFsBX97XG8yFSr2y1gXQ6m9w+8TptkSiy4KZCEqkNr9ayftrPm2u6LWXfpGhKIbsCrZGFvp6kkfbXn3Sx2PYPJ+ocIseJzXADcAp6PFyCfDHnbAvg8FgMBg+lRgBxGAwGAyGXYe72Y6ZywWWb/L/oiXTBwkNA9d9UF2NgeTQgeHIVva9qW1UJ1oA2RoxYXNth23nfj8KO+u9/DDMrM+PFw96XBY94w07loFBRtDvd1EMeY8Fje1ky4C9AN+7FTkGqBGI6NIdFOt66Iod8p6NtoAq1PZQm41GbwBWiFKLlTgLFcxXLuY0tDzeRjB/II4ch5I7QA0h9G6bVpT8bX/r/70yxbr7LERupGDT5HKsm8+Zd3FfRaL6ErR9YLvP2XB7if32l9BC7+q/DDrjtbmRcZ8HpDyX+9fodOoEBNe8cOrR3zd1HAPYJyVvnTM+8/I+Nq7V15ae1WRjqbO73po3JblusuX4lzZsPHocSOak/crL85bigu57ekucZHkgefQKV65p5LLIsoXrQmtHtSRl4fC4M2qZv2npa8Exw8pZvqJaLRhcF2taFMlER3qkc4VFdthrpZM788pVOiijy208WRGvANg//XiDg8rM8w0Nl9rpjYMyPTX+dHOHEhW6vyEYBNgv8XoNYmW96XHeTl/XuqyVaxzfa1sAL4QmVVjkMxVqqa860ZIESj3SExWUvT5Q6yrJawFrtT/nCtu9fV7SEZTarN1ZcSTQX8NhYHZI0dYoN2D9x50d4kZ/L6TYcaK44eNhu4Tb7cQFDAVuAw5Aj5XTgUd3QN8Gg8FgMBgKGAHEYDAYDIZdh6cLy45gUeGx/gO2aSg8JoA129j3PlvZ96JNXl8EDBmwflvb7rudbT8K2/JersdkDuyOFO10ejFe6x8XxSBjDB1kLNoahZt++3jPL48YO+LQpvKSunAggLICbkv8IlImYvmVOEFHqbACN6gytPQREaVcH7RDRLqVIusIvQrVIyIdLsvpyCtZn8171g6/4VEd0LxN/Nj5KQgHgXMx5A5ECOmUEAXibERZ/3I7mXsv8E8PKclchvA/BUUli3Dr5xac9dqwnjHfQYu2IuLcWW6/nLUk9U1A5ZTryZ+N+pav1x0+GUg3ZNP3taSyZ6NQb5Wk7v99U8fJgBye+tdzB6Uf+Yyguq8rPdOJW8GSYenOVy9qe3kqouKD15xaqsRSNwwNL1oQ9u5Vl29/+8jEzLGWeDeGey4eKTip+wbfMwywL1yRbwT4dv3FVQAHW9dVARyy4th6gJCzvAlwnqg+dBCQrcll6vMWsbfCyXDY6V5XZ6+uX+muXZPFM/T4viUZgGjf6EqAh+oClW6x48Oyq0rc+eb1Cu+gJaWLFMCkHqkWVP6t4Ah3lFUdCqdhUM/QEgCX9Lp6PZGOnHJXljqZMECrL4tfkosBn+3mkW0YU5vLDvHRL7h/XEWvvYV99tFv6WjYPdlq4ZZtn7TgQWd5/h0YDqxFFz9/6yMftcFgMBgMhvdgBBCDwWAwGPZMXi48VgKjgIWb2ebAwuMrbNsP95fRAsi0Laz3FdYDvLSZtsd8QFs1YN3m2n4B2A89a3JzVhTFc9q07Ueh+F4ORRcmX/8x7dfw8RAqLF3smjUEPg046EDxu/V/vvvU2xl0IHvnFr2+TcrI5cdgyZH8mUkoJpPPTeTd2j8KQBBnLonu5xHuP7/0C0sCVse5CnULDkMKm8WBm6cvPuHJ8e37fEvga4XX5wectX8I5hdeDowAMmsDDdf/ZtjXTxHUEGDDqGTqyYp87lwUzqulqTv+3NBxNqD2yT737+NTd3wOSN8WPm7penfFPn7JLbi59aHxANUdBy30ZKN7b/C75/94dGQvhcT/t/13TQDhrsuTyvHxatWrS/vcsfFj+mRuY1L2WuZtWPhacMyoMBtWNFqzB0cy0SX18abhLjIrXE7f4I3+6iWd3vLh4by9zOPIiNmlyQ15RXjf9NN5gJn+ieUAn+1Z0IhSuVBicKjbY21YGXTVjskubbNwSvypA70Ab5e9XauU5EfGHXert3ZDWnnrR1qz3QCNscFhJU7CJenQyuAQGyBk2/6U5cRjbqckRsPDV17Y+uOP8JcdmB3Shx5Hmxa9Lo6rHWkxGEBnSHYX+jfsWWxRuEXfkxTH3If97f3AZ4C/ou/T5gLHsW2TUQwGg8FgMGwlRgAxGAwGg2HP5C1gGTpo/2X6i2oWiQCnFZ7fv5n2fvQsVpv32wHdj/anPgAYw/ttu05DBwNS8L7Zu/ejiwWPAA4CZmyy/iigsbDfBzdZ9xC6KGglcALwr03W7w1M+IBz2l5mARvRHt3nAz/fZH1V4Xh29H4NO58IOoDVyc7xdjdsH1sqeh2hP8i4dUWvb5QS3NlGLKsWJU2IakGkBcVQkBHkc3Uo3lPhvLCPuShmIvICrz0we+ib38ge8bVBB3o86lvA0Ygq/o5ajqibPrfgtOeGdo//poJHRDtydYqyrynPvdBoiXMD4BKYd1fD5//5WvnEHwBBpZg9KZZYFXDsc1Hkni+L3/r3uu6vAdbY3Oy7z4xffxrgPByc9sx879BjFbTfseLegM/JBgLpmufLeyceIkr1Hj2tvNYBTul9bEG13b2PK9cwz588cnxe5Tb8t/HhcQpSX1+RHwbINxsv19kfrutKAA5aeVQQIJBfGgD4b/VnygCas9lqgMei8WbA2T/zRJODlZrvHRINObn2kZn2Kn+2YpXleAc/Ue9LAByUeK0UwJs6sNZR19QxtwAAIABJREFUkmkNrfZVpWWNz6FxZskEARjES1VKVL46Xu92kegBCS0LtUQBKbFttTKQSwElIHO2acR8OMXvskThL+0rLEX7wh2RHRJGCyCdmLpNnwbeJ9yix1SEfuE2B5wDrACeR1+3QsAZ6JofAeBx4FSMVZrBYDAYDDsNI4AYDAaDwbDncg1wK3Ap8BT6RzboH+m3ogM/69De05tyM/pHe7EQ90CeR4sC04DbgaPpr5MxBri28PwPQM8mbd8G/o0WDG5Gz4BcW1jXUmgDcCfvLepO4Vj/CnwF+H/APGBJYV3NgPN4tHDcm+JHBxuK+AqPRbuSImnea1uSB34N/B/wPfT5zyysC6LfgyCwFLhnM/s17Hoo9CxwBXRgihPvulwvbjyUYGXCiB0lGy8nnYySz5RjucP4wkH8gRLc/hCKMkSioCrQwmQ15AIUFQ5BP74rdCjQWSYLgPko5uCoN8i5X+ciFf/GjWNLEmlODkxx/8q1f8t0BeHCSMkhPIBLbr7sxR+tcjm+74L8Eh30TAncUJp9+WWPlbgWGIqQz1vu3/xg7PfKM8r3cwCXcOfUvniDhXMKithDFT23/Kc6dhlgDbfn3f7l2DVnAepN/6h7ngnsfTqQ+eXaxxbVZ/sOVOJ5p3nt5/cG+OGYyDutAc/+pU58zhmxh/dBVCracU0DwH+aH+7OWfna/bvs+RVZ2Wexb9C814OjxgdU96rBasYgr+1bNaJr7CCw27yysTZneTfOi4yucSHrS/O5urjLWbMymGmsdDYujzodQ1a4G1qzyjPy8NiSXqCqtG90AODOplADIHun51Ygvl5PbkjpRl/betvKt+zVq4u0PFMytQpEaqy3rUimbKPbcdd5pNsHsDI4yOsS6XGLlC0LZPU12i1zd9qY0iNhoK2Rm/dnhxRFtq0RRhXaQs+Nvp6Y+k2fTjYn3B4B3FRYn0JP+kijra4s9H3QNzCCmcFgMBgMOxUjgBgMBoPBsOfyV7Td1OfRosAsoB2Yiq5ZkQHOZvs8yr+ItnvaG51p8jw6gHQoWlCYDfxoC22/DkwERqLrazyLDgQchhYoFgFXbKHtt+nPPJkHPIMOHByKnn27lqL1zPu5mH5xZiDH897C5T9GZ6kM5HrgSLTY8zzwAlrc2R8tviSAMzFBjO1hKypX71AstPiXR9vUGHZVbslOQnKzgID+s1kQiOplcxSrm7+XJFo8XQ+0ItKKpVbhqGVY+SV82d+KUu8KYN+4ZfIwFeKL3Dr5eKXksHBQ+Qb0/opS6i4c5x9XzPrFYCzn28DJIBaQFbg5IGtvCeUWfhOLqwpHM+flin1+flfj5/5HidoLSIdsfjwxGfsCyGgU6/9S3/23F0vjVwGqJbvgzxfGf3Qu4Fntqbnr76GjTgM4s3PuwwfFVp4CdA1uPQMlrtCiEvfzNw4uOQSI/6T9N1GFEEge/6YrX39AzBObN7vytfGWqM4vr7T3ApzLGq+sBTjY+o0FwgGrD08oUfid1Z0KqZ5Vvk+no6ya+my2R0Hd89F4CuDA9CMegBcCEyoATu6e3wg44fio2pxSsZej3nDU7l0dtXubvNkJ7YgqfadsgRtgSo/UAM4roTHeEJ0bfMRqG/omOgAep6vCEZVf7692hx07DbAsmCkB+jh57xXbOFo+Cnl0wWvoL3rtQ2cbFsWSoq3RpmKphRbQHfREACOmGqC/Hs2j6PuJE9EZqtMHbLO5ew2DwWAwGAw7ASOAGAwGg8Gw5+Kgg/JvorNAinUqBD0L8Qrg9S207QBWs/l6F6BFj32A36F9qz9XeL0P+DM6U2JT66wiG9DFzK8DTkYLEKCFmNuAb/FeQWIgPejMk18DZ6EFHtDBqXuAyz/gmHuA5VtYN5DNBcXz6KyV/wUuRAsuoN/jpwr7fXsr+ja8lxz9tjFbb2u0/bjR4kcKYzey6+NIFmV1gfjQ15YeIAYSAxUDYijpBqsX2+4jE4+RicfoWJ5kw7IONry9jsd/180H2Bpd4p4ylL9OmiaoQ0U4TEELgg5roxyEl5TiARfOvSes+u2aQWtSJ6L4F5ZTvJ5mBG7zedO/LUm8eJJCnkURBknaluun3x/9P/GM5b1dCQGERS3ZzLUN2cyvECpEMe8XLRsfXR7IfgeQFnvx7y6N/+ArQKBHhe/+beSM4wH36HTbPy9pf/FUwKltP2ymNxf9XF6xYvqB1WMBjo09+2JDrm26Ev/iSNfF+wL5vw/7WwTguA324oDN/vP9Q2fPDwzZ2696lw9XzwxxiWvDxPX7jVGQCNqrRgpknqo+ZASQa8xkhouo3FPlsaEKSU/NPNPkKCs23zu0MuDkOsam2iq9+fBKdz7Y8mKFd23eUqP2SczJAvgTnykFWBB9u14h+ZExx9vmKV/X6yqpH2a9kgFo6R5RCYibPtXtL+vIK3dtOJcJAqz25UAxZ6Ao9TEzsOh1L7oWjA8oKTwfWI8G9PWkWGfEYNiUHPAz9ISU24FD0OLINew48WME8E30fUkl+h7rSfSEj7VbbrZVnIbOuh2LviouRRdtv4UPz3Q6jv4JLx5gJfBP4Ea2/D1/AvpedR+gFp3Jl0Xfuz2OzhLu2N6TMRgMBsOnFyOAGAwGg8GwZ5NH/9D+FTAIHWxeQ79l1Za4gi1nYRRZBZxU6HNQYV/L2brCrxvR2SchtPWVoD2ytyYbpQed5XEpMBj9o3wlWxZcitxSWLaXLFoA+TH6mINokchkEWw/ycLiQWcQldLvnV4URHaUnYwPbW/Tx/ZlPRk+br7mextdE2h7KFrQvGtrNP1LQ0NDppaMcfnck5WSqcB+IlJbzBpRgFJ0ZNPOTMfmv66w89AfvzC3bclX/tvoVpwvpL6Kevd4egT+5LFz10ec56epnHoUdEF0UfLAjLL9fvmvps9ejRREWuG2vRPJeT7J34TgUaiHrxy2Znmfx7kKsIfm3vnlRbH/uRgoSeG7/6flX5oGRCJ2+pFbVj14FOAKpRrvKusdfyaQPW3fijUxtzqoxEm8/KXe+w4H7GjHT9Pgci0PL31+bXDtIR5h+alr81OB7DearmoCOEj9nw3C5HXTWi1x1XqkY5EiP3l5sHlB3BWcWGI7cz0ie60O5ObH3M64ZnvpMr8kxy72NK2yscZNS6xoV0hlODbSAbijKRgFOCTxagMgvvR+VbbK960ProtUplnjc2h+KTxWCx9qVgVAQ2yQz5J8h5Jc5fJgMwARx444ir4Od74b1B3b+TffGRSLXsfpzw7xo4WPMFqsz2yxteHTjhudsfo3dAZIJzrIP2sH9X80uvZYEH0f1VPY3xjgXHRdtdnb0a9CW6V+qfD/oh3cgYXlZPTEly3d712LnswC+vORQ0982Rc4HZ1RG99Mu3vQn7FNqUVn/15S2O9L23Q2BoPBYPjUYwQQg8FgMBg+HdhsXfbD9hAD5m9n2wTbnzmRRnv3f9zk0bMgDTuOYpAxhg4yFoteh+kvel20oNkeAujCtN0foQ/DbsIl1w/zEQqPEqVGiWIvYLzSwUcdbX9vMkg7MEvg+WRv/qW7vz+3NZmka8V5zyrxpj/7na/KeQJHiRZUAFmI8PuUN3h7Q+qRqUrkX6D2BRBhPi51xeVjflZnKfUYIlGETo/Yl05NJKYjXIcgtsW1F45cXedYcimQHZ1/64dfi/3kOwKlOeV+8H/LLxglqEY3zqyHlt0xRIkTtRzv403rTjoGUA/UBR98rtJ/GtD967ZfhBXi9mbGPeFJT5zuIBvvHHrXBIDzV+XbXMKQVwNjX1rhqz/Qp2JLRlpPDrfE6th/zWGTgHzIXjQc4MG64+oBmjPpcoCHK2NlAEck/1UO8Gxg7xqAz3fNawIo6xs7SJTKPVLrr3GL3Ts8u7LUcqKrLTvatLqkdYODRCb2iQ3waNm0KoBGNbvE4/h6wpnSMhedSYDFoaFRQEKOrSzU63Lm3ofv6PGwAylmh4C+Rq0pPA/z/tohpg6IwYcO2v8NLeQuBY6lv3bZR6UBuBstftwHXAS0oa9zt6LrjzwEjGLbMx4vRYsfGXSNktvR38XHo8/nKOCXwJWbaXs2Wvyw0balN6I/G4cC/wD2Q9dFOXczbZ9F24zOQE9s6Qaq0dZhV6OFkPvRWS+bE1AMBoPBYNgsRgAxGAwGg8FgMOxKOOgMjWKWRtGPP0J/dkjRgmZrgoxFi61OTI2WPYqLb51Uj+UaoXCGi2IEMAphpCgGI/p3znsqgijiIszFkdczSXvOxpXxuf/5v+Wr0WPKXR8o9710+r8mRDz+U4XUyQhlBakkg+I+x+HPQ2859tnY+d+aJkkeBD5T6Hm9CFf/eOJVT/U4kRsUHCsIIA8PTqauqbfzfwAmokj0ufOXXDly/RkI04H4pPyMq87t++3PBKI21kM/iF5Y5aDGIvLOQ0v/lvQ5+Wko5g9dcX41oqI9HvXkVyaXHQdwUuzxJ6vzXaeBtbK045opAE81PDE37UofGc7xysHtzn5A/MLmq0YAHKyuy4Awpn3yArftOcgl8dctSU/p85S80xpsGGOJrCrL5wflLdn4ZjjZ6BK7Y0x+dl0eV/tiT1OVX3Ibx6c21rjy/tWeXGnTspBracxtjRyTWbrWwin1p/ZLAsyNzgsB7Ntl1wPOi4HxJR6V7CyhraI2NrgHKPNKdxhgVbDJ50G6PI6Ui9qumeofN6HC0kW/jc/OEm4Nuy9B4LNoS9AIOuPjRHasfdP3C30vQIsOxXHWCpwCLATq0fXPfrEN/YbQ2a4APwH+MmDdw2gb0H+iBZfr6BcCQX9H/6zw/AbgtwPWPQecg7YNPRttZTpvk30fvZnjWQH8CZgLvAjUoe1P7936UzIYDAbDpx0jgBgMBoPBYDAYdmWyhSVGv62RHx34KQYZN1c7RKEttdzooJOZkb27IqiLbp98KsIEBcNBDQcZDoTA0fkc760YkUfPsp4H8rYoNd9tW3Oiq2cvufrq946DZ8+7zZ+OJU+qDlZ8rtRXcqSlrIpiVwr1uiC3e73euxpvPKKz+7xvHdp33tNP4rwrfPQIXLvUO+LGG0ecez6OmgOUKFS3KLliWk88iSWPosfh4tdL4xfdVN/9G4QJwMbDsg9d9bn47b8TiAo89L2Ki9x5rGnA6r+tvG9W1E5/VaBj6Oqz5rrEe5YIy/c5vLZSlAqVOX0Pn9370AmAlHZ+Z6HlBI5OuzMvP1/7/OFA7juLc16AxyL7v9TmKT/Sp+LvjLQeHadE9Ryy4tiJAGF7YRXAf6uPyAPUZnPtCga9FkmtcZTUTMi+2mqJXTnfO2y1oKoOjLVuVEhNODk8DvDPpqACODw5qxTAFz+iHuCdsrfrLUgPj4u/0126ttsdaWiS13qAipbe4SEAj9MVzSt3ss1XGSy1HS12OvLmRx4rO5cI+vrTib72DGRHC7eG3Zcwum7Gr9HfP/cAX6Q/e2hH4ELX5wAtNGwqsvUBNwM/RIsN2yKATAcq0Md742bW34s+t2bgVN4rchxAv63pdZtp+zTwFrouyJm8XwD5IF5CZ+xVobNfDAaDwWDYaowAYjAYDAaDwWDYXbDprxui0EFGL9p+xuK9YkgZOtDYyRYKYBt2Dy7+696HgHN3/yvv/jnbBZYoxSJELVbIYkfZi6qC+SVXn/b2Fmfdt57/RH3OlT9awbGIHE25Cr3bs8iiVD7zwBttCx/8wn+/v6o+HM7POP7c6T3nffMyhexb2KwX1O8c8r+7fMI1Yy2H50FNKBzaPZFc6jvjMtnvorgAAQX3/aql4/rFwdQ/gAaEhaenfv/DfdPP3CIQQeRf3628JJ3HOgvo+MXaJ28dlum8GshWdxx4szdd+T0gdc7U6IxOj/VFRFb+bsNPGgGfy254yJ88/HNA+ubhN1uAa3BSHh2clONFsfGKhsunABxq/TINMKxrzGyf7TvCIvOWS3on2sq99tXo5PEIieZsdhzgPFTZMxxgeuqewQBP+/cZBHBG51uDAKK9E1oA+UdjcAiQn5qa26CwYt7s2HDKlV7f4+2pq0+x1i0MfSk4Pgkw2HohAjCoe3ilEklbEvdv8Nd0CSpYms+FAdyOtatmgCj09UShxdStuZ5sr3Br2H0pjpPvAlcVXrseuJwd/x20F7rgOeiC55vjKbQAMhaoQdde2xqKNnSvAb2bWe8AzwDnobPgBgogxbaL0DXStnRcE+nPoNtaioIi6Bp0BoPBYDBsNUYAMRgMBoPBYDDsjgj9FjMDg4xhtGd4Ah2sdGOCjLs12ay86vFyrYKEElkswhK3JUt/96W3eram/bqv/SeYdqxpWByJMD1PfsK71lhKIfCGUjzo2M4Dw249fj5A+/lXhbu/eOWXlOIyhRoC4AidiXz2phc2rPr9U9P/4cJjXW85nAMogRUuR11yQF/vGrF4BF2EOC2ivvWVcas2IuoxIIjiuct6v/37Qfllt6MIgdz17fJLYjauC4DYBR2v/uSQ2LLrAIKJxp9X9Ez+LsBjNf4/PFoTvALIX9Jzx1MlTvIrCrWyfMMfRgNqeXjZfzYE152KSPv3FubHAPwtetzsuCt4nE/1vTlcPTUZ6D1i2Ql7AYTyiwF4uXzyCkdZDREnP8clzgEdnvycDq89ISR9i+vsVSPSyrNytae6JSC5NWMy7Y2W+Fb7MuVNHT5r6Tq/a1h1vnNR0EmNdGVGrAbXmBXhRd1A3ZQenSDxSOkBlQDN6pUqCytVmawNKFJtCmleUjLEBRDJ2xGg57yfVS0tVlzehbDQBc/z6HoE28PWCrcZjFi7u2KhRYbfowuE59EWUX/eSfsbXXgUtEXU5li2yfZbK4AU+172AdsU66CN3uT1bWk7Cv152Jox7wF+g/6OXwk8uhVtDAaDwWB4FyOAGAwGg8FgMBj2BGy00KHQAZI8OlgSLazPDFhMkHE34s8XvJ6kf0b1h7LivGf9eFL7IupQUXJYWtgPhW/AXz2RzmVmZezMo2F39P5htx317kzl2Je+OcZx5EIc+wsoVZxtvByR6+5Zu/qOG61BvnGH3nSlz60uQQgCaXGca4OJ4K8n0/YNcXE/gg+lFuRszr5wbOuJiLoBUKD+8rOuLzwVlNhdKLyI3HpV1SV9triuAFJH9S268osdb1wHuF22/7rm9SefDwRibvX3s/apOBuwmnIb/nRI4qWvAE6469KZlhM8x0EW3j789gMAjmxzngnZcrqtrEVX13/1YIDp1k+yAIN6hr8YyAePUdgLvNI2UVCxh2uOnADQksrVAjxc3acADkw/FgN43Tu6HWg5tG95G9AYjg3pApoeqAskAA5KzbYBAsnP+AHerHizEmD/bqcJcGaWTIy6yPSUqday8mT1BkvUYI90AbAoNLQKsP2O8wdRzFeoXe1z6UaLHym2vYj0ltiScBtECyK5AeuNcLt74AKGAn8F9kf/XU8DHtuJ+6wvPPbwfju2IgPrjdRtQ9/FbTs/YJviuk373Za2EfS4T2xmm+nobBIv+lynoQvJz0Xbbu1IOzGDwWAwfAowAojBYDAYDAaDYU/Aj6610IMOHlJ47EMHqPz0BxmL9jRpTGH03Z4ll/w34s7KAWKrA1FysJCaCvgGxNNthNkKeaorE3/uS4/84O25XUs7KdRrkFOvCPSVqFMQvuYIB6F0foiC52y4oawl/OCP+ZG1anz6vCmKqyn4zztO/oENC578cUt3W3Cvscc9jcs7FUGUxY13NcR/+nSk+8/A5wAb5Nv/13VyUsHfAZcSdd03qy7LOML3gOzYzIav/2jds9cAYbDuGr7ygkkgg4CXRk2vrwdqFc5z12386cGAx7Kr7ggkjj8dcO5vufeNvMqf5UZe/0KrPR3gR3VfW5DHNTKgumYNUjOnAX3HLjltNEDQXtYOjF4WapmdcgUOcyNzwnZugq3Y8GIkOQ6R9CHpf48F7KeD+4wAOLtr7mCA8p7JLf+fvTuPs6l+Azj++Z67zb4xM8SMXdbsLZLSZmtTaC8SklLRvk60qVAoUSr1KxltSruSPaESIUu2MJh9n7uc5/fH995mSEK2qe/79bqve92z3HPv/c659Tzn+zwAk2tH1gE4u3hBXcAOL+lUCyXedTHrkpw2uanFErfbEbcl1xGdWl39vAuIq53bwAHgkawkQDZFpjhBlt+cljTkCAyLf8qDPlfkU97X40jY1+wQk7itPNxAa+ANoAGwDegOLD/Crxsq25e9n3W8QCEQhZ4ZeaCiDmDfoSRGODqmFPodPZhtCR7XvhIgHYB79nruZ/SsmrX72bdhGIZh7JNJgBiGYRiGYRiVXWTwls2+r5oOoIMsReggoyd4SwguN0HGSmTrTR/X8PsdHURxOooOlHKSoBwo0F8vNoofRZhricy2XDK31oQLctAJsGh0KSNvXp+hp4K6Ph+uQIgL7j4fUW85VGBC1OtjViCi+owu6akoHY4u2QKwxBLu7Pp91IL8xu2HkKIeAyIE2b5997rbH4lasouoDgvAqgdkOy3/lSMze7dXuimwIPLAHYm3hSE8BPhqegv6vbzxw/vQiZVvG/w2MB+Rq4AdHTsmLSixuBPY+dzOx9Yq5CxgTdWMyScCrjx37js/VfmpFxAYsj6w3oI2xVbYvCkJ3bsCdld1nwVQs6DeN+G+8EuUkg1h9tZTEfzvpFySCpBaWloI8EN08VpbSbUagU3Lw6T4lHwVtTzXimoRbZetr1uWVd8S92aPt0qtAqfavDbKVSvCLtmU7MusbQViN6hAfL1sT/Y6n+VtVL/Q3q6EuAXRLXT/D+ZGANTNObEaYDvt3LAiR3hmkSOiKorFR2iY/BPh6KvTc/hzc+kjqeLsEJO4Pf6FAeeiZ35UQSc9uqOTIEea+vtVDmq9g932n+z3QExDN0gPQzdVPxPdM2Qe8AwHMSPQMAzDMMAkQAzDMAzDMIzKLQadzMjir0uBVCToAGKohIaTPwcZQzX5D2R/xlHyS690d3hs1AJfgLZ/hN90usqrUIttZD7IPMvnnV/n9R579weJBsLW97o5OjEqvD/CNcCJFZYvFtRkb0Tx1KQXXyxERN3Q/MmLZHRZGqhWwXXWgzz42tDw9Jcf3dU8v2n+AkSdEjyMN5zKc9sjncIuRDp+AkQSsFeEf//BwIdqv3mL8lhXAX6UumlowpDaCA8C/hhfSd/0DW/fjKIJyIq6W/rMcNiuMUDpqPqRT6yMcT0H2F0Lvxldw5fxFOCLyb7nC2WH3wZsHd94fArgivMytU2O3QvwX5v6SC7giZKML06wlncG8i5c07sRgCeweR1QL8sTNyfTVeVMJbKtutfXDvC/Wy2vPkCX4qlRAHPCWpYBdM5fnw0QU1hvN1Drs2rhu4Fa7UpXZAG1PaXtCwB+iV8RADgtW8IAPo7tmAhQx5pXHZSvWkGq2xLfdoX/hC0RdQuAqgq+P8ThcKREoxMgWRz7JINJ3B6/IoErgXHo34/P0WWvDleptL9TGLxP2M86HspnihzMcYX2Hb+fdaoE70vY8+/kQI6rSoXHf3VcvwRvISOAi4H3gLuAhcCH+3kNwzAMw9iDSYAYhmEYhmEYlZFCJywUutb5oQYA/ZQHbSzKS9CEgjSh5sTef/AaxmEQHx/uLBVOAPIULBDFQpTMc0UULUkZ0/uvyhSpyad3adixRp1LkyIjLkQ4FfkjfbJDRL3lIPB69JQxvwCkpYnV59lnL1Wjyx4URCc+FL8j6jFXlOfVNjt2uDqk5T8hSg1DcKFkq2Dd1L/J+tmIeyyibgRAeP3Kokn3tj3xyykKqzNC8c5d/v4jU286DaVuAfzhAd/1X2yYcrUo2oNsTt3RfYTbG/sWwG/RznsebxT3IOCItIuf6Zc7fQgo5fCf8GJ40bkDAL5J/ubdYmfxHcDOp37xJQHO7a6q6d9HNesJlF3kuC0GICWv9ufhvsjLUWyNDGxsDzC1Rg8XQNWAbyXQOdtpL8py+k9z2L7NTXzLmoIULohocRJgX5P5Q0OA+Jw2dQAm1I2qCXBe4dyaAOGF3VMAfkxYXgugXU6gloBvQWTzKg4py4lXW+JjymK2Om1nbZfsLgJYHV0vFkBsa9E/GxWHjUKX0HOizyf2sT2cPzGJ2+NHLLoU0wj0b8ak4L+PZsJsR4VjcbDv77xiEiLjIPfdhD0TFX+17x17PR96nf1tG1pWgC79dqBmAB8BPYB+mASIYRiGcRBMAsQwDMMwDMOobCx0AMYH5B3G/drsGWR0oZMhUcHHofIzZZgg41F3wqQLi3/plV6nSdNVfpWWtt8AdWGfu6p5bX/PAHKF23KcBlgIIBSi+ADst2OKfv9KTZ8eABgwUVz+wtIrN1N6t0I1Dea6toMaKfmeSa+nqdJXHs64EMvxvEAdBFspXqDYcd+NLTemIu7vgWZACUpufXZ371mWI/AV0BzYGXBYF49sPOwKFLcAPsfurAEzd0y7TNxWNxEyPZmtBkcU1X8DcAWUGtX2zOTeQDLw1avb7mqAUjWUYn6VjMntgHCv5X3n65qzrgU4Lct+O9ovdwA5F9d9NhGwEtSGmQnW5stAsi9Yc1Vw9sf2ZWBf4nV4Fq+PqncaUFyn1NsE4P3kXAFo41vwm0Jq/e5I+smLs0NCoGR5kr+ohcN2b/B4E+qVWGrr8hhXilMCO0/0bkxW4tjl8jVM8infzp3hGcnhAbZW8ZKy3Vl1Y5EVXr+aWpkBEp+aV98H4JTdCQAbIusJsL1WoXvNYRsgh85CX+1uo2d+VIZEp0ncHn0KSARGAn3QvwG3AWOPwbGsDt5b6BJRG/axTt19rH8g1qDLTdXdzzqhZXvvd/Vey/9u24Mdmz+hEyD1D3I7wzAM4z/OJEAMwzAMwzCMysSJTn6UcOTLjfiCt0L2DDJGU54sCV15bRwFTaf39jJ938uy+g5NcdpWD1FyWQC7g8OyLIdeVCrwKaKmFXuiZp4wKe2Pq45vGCnRtqPsBl9h6R1AreDTmxXqmUiX55VxQ1T1AeQcAAAgAElEQVTZK2m76p/xyK4xglwQDNf9ZNly0w0jqi0mfekgxBoFhCOswaL3mOyeUeKQxegExqoiy33RQwmD7kHoD5Q5lH353MzpnZXbuhTIz90V37ddXoexWCSU2b5Pa3arEQ6cDmx9esfjXzqUPAOSG7fruW+VOB9EZPvo5mMCQFULvh280X8RwLyoVlMzXFVuBnIucQ6phUBKfr2PwwMR1yOSEeFfewoK3kvulgmoiEBgrsu2uwSU/LY4pqgd4OtS8lYjgM8jT4sEuDRnZQlAdGHDXUC9r5M8W4GUxt71mxSS7PY224yopM0xm7cByU0K7Cwg5ZuYdqUA9dTsMID6mU2SAdySXQXIy3VGneRwBAJpaepYz7RwoM8nob4blZFJ3B55DiAFPdvjPHRZsqvRsxKOhZ/Ryboq6D4k+0qAnBu8X8XBzQCZjZ7R0g5dYnLvvwsLOLvCuhV9AzyC7pdUg333Qwkd197bHojE4P3RKjVmGIZh/EuYBIhhGIZhGIZRWXjQ5V7y0QmQo6likDGPPYOMFUvQmCDjUZTX564GglyqkEsR2qFEKUCQMr8tX7mU9Y7f7/24ylvj9gji3TiyuKbttG6BsgEKCdW6X63gaWdU2FuTBirf5Lt3R09+JCNNkDsEPCjyBPXwNhJfTGv1cwLTls1A5CK9qXoVr3PI6MILe4piInr9Lzd6a10zLvnisQhXAMWIXDp3zaSzlWIQUGL5I3ueVnDNw1iqri380Or0hJkBp+tFRLztt3w+oq5j2/MA7rLmw92lzR4H+CFp2bgCZ94TQOndv3p/UsJZgvrl+lqPnAGQopbMiJCsPiA7L/716qYAbnbPtVSgd0Cpld/Ht+4ESIOS0hiA72KLfhVF3fjA7vlxdlaHgLI2rnbVbgGU9M5e0QyQhNzW9QDG142uBtCt4Nt4gLDC7tEAP1T9IQagY6ZdBWBGXMcaAHWYm6JE+VPya8dY2JmWlFUFtWj8PYnbD+9IOCQu9MyPQg6uFM/xbl+J2zBM4vZQudAlod4ATkInEy4ClhzDY/ID04GbgFuAV9HfeUg00D/4+O19bF8P/Z5s4JO9ln0OZKMTgzcBT++1vAd61okveAwVLQC2AKnA7eh+HRWdCbRGz/yYutcy117vYW810H1XQDdDNwzDMIwDZhIghmEYhmEYRmUQgQ7q5KCDd8fa/oKMAcrLz5gg4xGQ3/fOi21bHgO7mSp/ushv219uKsz/Ymn2rvcGfvtx5t7b3TCm+DSx1W0BuBTEFXx6nkI9m1rgmZmWpuz0XuI4OS3jRhF7BKhqCDbIq+JV9/d/Imkn7yy5GJ+aBCQBOQgD09a0+SAmudbTKO7Qu5TxL0Zd8sB6d+2pQDcgD6UuXLhm4rnA3YDXsp09G27udwPQAdg6uF38fRlVIj4ECJeyO++wPr4dCC8pU1Or7Bh5LQ7CvXj/917q+zcAKt4n45rnczPAyGrXfepTjruAzd0dd7UBqJXb8EO3zzMQ2BkdWNUK4NvEM1aJpZo5ROZGBQJnYFGUnpzXDKBb2Vs2wApX3XWCqpPqzf0hyvae7rA9q9zeuCZepbZ+n+Cuq5Dc1mUrGyhUsafk9IYiUrY6dlVdJVJ6Up6dYmMVLo1oHO/AuzvO2poY4Y3Z6LI9dZySmwlUBXvh4RsJhywM3T8hl3/33+i+ZoeEzlMmcfv3PEB74E10AH4V0B3YdAyPKeRJ4Bp06b0pwK3oWSEnoBMiNYCd6Ebte+sJPIX+DXPvtawouO9ngEfRfT7eQo+lzsDE4HoT0cmOigLoGSCvoRMgm4Lr+dGz2t4KrpcOLN9r23vRCaZ30Z/zluDx1QI6Ag+iZ7zkA2P2+YkYhmEYxl8wCRDDMAzDMAzjeBcNhKODO0ez0eyBOtAgYynHX3PlSskW6aMUzdAJsZkK3n904bfzR61dZgWf++NK4j5pEmZFl14hMFhs2gaf9inhHWXJmMlDI74PrftK2q4ueex6WolqDqBgYcC2bx8wovoSPvgxjneWvoaiDwBKvsYR6PNs5qWlVnLq5yDnAF4l3HpH1TveBftz4DRgN7bVZdHaCV0EeRjwi3BVw99u7gRcAeTNrh5+zbRqEW8A4She/t+2YSeJogmwOjUzfYPlcF8pyNZn6o/MBxqIba8a+aOvEUpF+nC990LVXleD0NSaMdNJ6WCBTRetvqo1gIvML5HAtYLa+GnyuWcA1Ckry0ahtnt8c4scdleLwKbWpfNPAQIzIzvWArgu+wcFEJ3fKAtgTpLnNyCltu/3NQ4JnGr5aqxR4m6dE5a7xmt5WySWsd5t02xtWMpGP47mJ7AyA0isnVe3BMBpZ4UD2DbzD+tgOHiRwVs2+7/i/N8olLgtQCduPfw5cRtK3v7XRaBnekxCfz7fAJehk2bHgy3oGRHpwfte6N/IRPR3mwtcwqGVdhsNtESX+XoDeAH92xuaLfcNf57dEfI60AoYAoxHzyApBqoGly8FBuxjOwc6MdNzP8e1A+gN/H5gb8MwDMMwNJMAMQzDMAzDMI5XCn2VthPIpPIkD0yQ8Qiz3PSnzHo22pP3vZo0yYceJy50ADAAcMOY0rrYDBBK+0l58C0TeNnhlxdfuSfijyDa5LTdbRF7pIicHZxRsklE7u03PDldoYR3lnTFG5iEoia6/Nq99Go77rkXU9valuNddMmXDAU974i/bQvIPFBNgM3g6Lxg3fhLBPU4EEC4rsmGITUF7gS8hQ4uv6xNwnD0lc6LXt157wJR8jpQEpl/5XDLjnsDsH+uuvyx4tiSF4DABZvtVyOVelZECrulPJwNcoIS/5JO1shuAA0zm73vEtdQYGe0f+VJAEvjTpoXwLpOCSuSfd5zAN6onh0O0LzsuxUKu3ahCl+QbUWfrpBdnfPWtQECibltGgKMqRedDNA9/1sXQFjR+QGAFfHLfQCnZIsX4JOY0xVAfcescIAGWc2D/T92JwDeMrH+SDgdAzHov8c/xsl/mI0ey6FygqEeRzHoYHTF3iGV5dx7uIRKSI1E//5MQQftj7dz9kygDXpW2VnoslUbgS/Qx773DI2QX9CzMf7qggIbPbvkM+BGoDH6/LoYPRvmJfb/93MbusfHIKA5+gKGZehkzfPse9bVS8HjPQc9qyUZnajMDR7vp+jkSmXt1WMYhmEcQyYBYhiGYRiGYRyPLPTVpjY6WCnH9nAOmQkyHgExk0ZlopMZCh30A8jqlS5W9Nayi0TJTWJLZ/Q4QqGWgYy3C8LeeT1NhWbqMDEts5FTAiPEti9DoYBsEZ4oyckfP2Rcg7L+7y+ugm/paOA6AJRaiO3vyxWnrB2VnTrQttTz6O9zoc8vve6pPqQqNovQ5WdWgOq64Nfx1yhRTwE2qBsarR8iomQ0ICi5IbVrjUvRtfG33ZiXfk+MN/9TAGVH3BmVd8MjgCtAYGx6avpNgNMpMv6qTHsgwDZ38vNr4loOBaSj/7GluOxBYrOm69qeZwG47JyPlQRuBLanp1zSBqCaz7scoblXycL14d4zgLJLSl5tAPB1ZLt8gBbFO5c7RM5zBMKXOvxRbb1KbfouwX0iIkWnly5pBgQii7qfCLCkypK6AGdkBmoDfBB7Zh2AesyuLRBIyatTBdjt8JddixOqvfls0WEaBgdDoWdjKfS4qaznkyPJG7wVoM9NocRtDOWJ21L+3bNmQuPkXnRSQdBloB7l+B0zq4G+B7nNzODt77xFedmqg/Vh8HagMtClu149xNczDMMwjL9kEiCGYRiGYRjG8caBDmqX8e+72vOvgoyx6Ktx/wtBxsPFgU6S+W4YWRSJ03pQtpb2F0gJhipLEaYhMuHVu8IXV9zwtbQdtQNiPQKBawUcYlGiYKwD91N9H43XJW7Sl12OT55HX4lcguJB2PD8C1mDw8teSn0T4Rq9NxmfXyVmWBp9z8RW7wIxoL7FpXosWjHh5uDMD1tBvwbrb9mOkk8ASxR3VemeEg8yACip7tt1VZeCbycAUUrkreTfZzQTRSOElU+2fjILRStg47jl3jxQDYCVZzac0AAId+Cb3jz8854ATbe3meHEeY8t9k6P74dWWLA6ss4XPlx9Ufxep6y0PcBHifnbAEesZM6KtXM6Azvne1qcAjBo96J4gIS8FvkA3yZ51gO1TwhkLneJv70KxPys7NiTvJZ3Q3ZYdj2XzbaapVKjzPLs2Og5obqboi2RKjM10huzwRVw1wPmxr458osjMQgOgIU+n/iAvGN0DJVNAF22KNQcPpS4jUX/3YXOU17+PYlbC6iGLtvUA/3ebkTPeDAMwzAMoxIzCRDDMAzDMAzjeOJCBysLKA++/VtVDDIqdJDRjb4C2aI8yFjG8Xv18bHiAuLbdUuzmp9z74uC9CD4/zYK1trIRNvjn/LGLTFZFTd69YFtKbbL+UBA6Iv+rH0CL1tYI/qlJW4H4L0fauG3X0Cku95KzUFxI73brB89sWbzMis8HaERUKiUDLjjpq1TmTbqBhQvAS5E3iHa1WfBkvH3iZJHgACoGxqsv2WNhfo6+LrPVuleYyXIx4Agqt+4nY/0B9UUWFUl480ZopgGlC1MWvxQiSp+B5AWef60GJ+aCMirVS9+yavc44Dins4bM9C1/+d12XJJFwC35E33WNwiQtZrNXs1Bogqzp+jhKtFsfHLKoUdAS4unhIA2OiqviiAdYnLDvzSvGRna6A4Pq9FC4BnGkQnAnQpnCMAYaVn5QKsj96wA6jXsJDfgRpLw0/cBlSvrpZnAam18uqHZnvMORxf+iFwos8nJehzinFo9pW4DUefq3yUl/WrrIlbJ1AXXerqVHQfocvQZZwMwzAMw6jkTALEMAzDMAzDOF6EZkLksu8a4f9mQnkQsWKQMYJ/T5DxcPGgP5O8Jmff1VSQXoBXoaYHkIlThoZ9g1J7JIxeTsuqqcR/n63oh+BBERDhDQc8esOjyb8BMHGpi3h1O377EXTt+RxQ99C79SsoJaMmpA7EZgwQLrBSLKvXnTv6rCU95kmQewFQjKTXsPsWDT/xSVFyD3pWz/WN1g3+GaW+BaIEplTvVmMKMB/9/2PDp28bFA/qGqAwvPjsQQ5/9XcBZVuBBz5JnXEf4EGYdNev9rUowkSp1x+pdmM/QEWqnBcT+fVmQM7c2vVzUI+j2BpjL28OsD2iWrrXHTMIyGvss2uBxVJX5jJb2T1VwLeqZemCM1HI+5Gd4gC6FKz9DWjq8kUvsQKeM32Ktcvi3CcBxWcXLjwJIDyvRy2A75IXVAXotDsQCfBu/NlRACeqz2IBTsxqlgxg2/axCCSHxkk+5SXojH/u35a4dQOt0TM96qN7aHRHl5YyDMMwDONfwCRADMMwDMMwjONBZPCWjQnww76DjB50yScoT4ZUliDj4RKBblCcA3in3Bm5rN/o4lOUZW9+5faonQAMK195Ytr2VAeOe8F/AzqJYANvB3CMGPho1TV/rDh12RlY8gIizUPPoOyh9D4548ms1HjPhNSX0VeEI/BKlOW/bWD4HYom1rvo2Sc+lNwsPe+cvGjEhLGi1C2AT5Rc1XT9kB9tpeYCVUBmnHZatQe8FvOBWBTpU7ff8oUKXmluYfWPybrvISBR4MuHWz7iAU4W2DxqpX+pUgwAdp9bd/xKoA+w+WpHr0T9uVjvtdna/loAl2RPVRK4G8h5oU6/mgDhtv2uG6sfkP9W3bKaAG1LZ/+CokmJ3/H9NkfiGUDZTZlLGgIk5JwcAPgyOWw90DDJn/lDGKUdlHjWuAI1GwlkbozeeCIipa1yA40A7+cxp9cD/LWthbWB0pTcuknArnqTu/9yGL77g7HHODnKr/1fUtkTt2HAecBrQBXge+AiYOexPCjDMAzDMA4vkwAxDMMwDMMwjrVYdIA/Cx34N/ZUMciYjw4yhlEeZAyVpylFzzj4t4pGv+8sKrzPyUMjvt97xZcfzKijnOo+hOvRY8tWiqm2PzCi/2MnlF/Z/fZ3yTicT4Nci040rUcYzBVtvwR47qWUjrbIm6BSgTyQm4YN2voOU0el4GAG0ArIQdFr9i8z5yxa0+A14HqgVIn0PvHXIT/aDjUXOEHgm7tbVrthbRXnZ0Bt4Lt7M8fe4woE5oNyg4xJ/P3zWsC5wK53a7//lGB/BkhKiRpavdR+CWCnMyFtbXjqcIAUa/FYN4VPA96LVl+5BNRlwPoY//LWAFnuKm8VO8JvBkqbFBVFA+xy+mcWWvZVQG4P35QTAeZHt/wNODm+tGB+vK/4TBEyY/MbtwUYeWJMNYAuhfO8AO6Sk7cBjTIit6+2kTOq+lgVZtN6lzNuZaEV1iySrNVuihoDC922azwWGQp1NJN00ejyTHuME+OoqEyJ20jgKmAs+rzyIXA1//7Si4ZhGIbxn2MSIIZhGIZhGMaxoigPjGVy7ANilUUAKAreFDrA6EH3OoDjK8h4OCjKmy9nsZ+my5Mf3H2iOO37EK5GcKIICLyFP/D4jRUTH7NnO9kZcwtK0oL7LgX1FMX5I+nbqXTixDau4sDuR23hbv268l3AaV11V/8tG5k+qj3C++jm6GuxufDTXRM2eyyVjtADKETUJfU23v6L5bDnCNQBvvshzH3p5JqO14GTgd9qsqlnu9I17wiqhoI58Tumv4eo2YCUOb39fqqybDTgEWHCU794LwISQX1zcqPXmqGvVp91sTWkCyiH07ZerJ/TeBCAS7LeQuxHgLyxdfrFA5ZTmB4mcjmKwEupWS6AJDvjszC75Epg15cR7dsC9Mv9KRfAXZa0xMLqWkTgl5XRrlaIlJxXOPckgKiC3kkAi6sudgKcnmWXAMyKPbUAoJa1qBBARM2q/XLXDw79az9ooXHiRJ9P/i3NuSur4zlxGwsMBh5Dj5uxwB2YMWMYhmEY/0omAWIYhmEYhmEcCw508sMH5B3jY6nMBB1ALA3+28mfg4yhmvyVcXaNhR4nAXR5tL9M6LyctnOAYL+I4EDhQ3jd4VdP9H0sad0eK0794Rx22s+jpCkAipnY3M4VbTYAjHmhVuNie/ebomgDBAQZUbBz6/C0NPxMf/ZGhPHohNNX+LyXz//9db9Vpj4BzgGVY1t2txYbbt3gs+3ZAg2BH5Xl73reOTVHgFwC5GDZ3Z/b+vQDInQAfo8tvXCA25/whSAuUTw7vEXaqUBLETY8vcr3uRL5EKTkieTrx9lY7wK+s62n3gM1AST7up9v3w7UAlbE+H46HQX5jujX83Tvj0CjoqJCwO1DPtoS5r0AsK8uGuMG2OGqMiuAdRXCtkvyVrcHqJbZPgzgk5ox64GmCb7speGUnWHb1iant1EzQUqWJ/zUHJBOu+16AG/Fda4BcKL6pBqA5VBf/5Mv/iCFxomNTpL9GxJ//zbHQ+JWAYnA0+iZWgF04mPcEXo9wzAMwzCOAyYBYhiGYRiGYRxtTnTQqwRdN944fPxAYfCxRXkJmqqUJ0vK0ImR4z1I7EQHtUs5gHGidMLHj+IV8cvI/o9V27jHCumL6yCOUWD3CD6zHlF3cHmbmQBpaVjRSalDRMkTQDjCRqW4duigrQtIT3OTHv0iwiAAhOdIKrhrwZw3E5Tl+ApoA2wHq8tJa4ds9yFfA02BlU6f+/yYHjX6g9wKlCJyyfStgzsgahBQ6sB5mWf3kKcEqQ18P7L54x+he4IEkgMysGYxkwBlK2vEhMSe9wAOS/zPN1EfDgFwB8KfjitOGAbg8e/6H4qRQN7ohoM8gFuhpsfagcsB3qyevQ0Id4r/yxTfum6APTXy/EiAk8oy5ltiX66wVkeWprYHAiMaRqUAdCuZUwQQ5m21Bqid48z92Wv5TnH77Q2JZVLPj2PnirB6qQo79wS1PAXIyQivswyWHsTXfcgc6PNJaKaBcfw7FolbB5ACvIwuM1eELoH10WHav2EYhmEYxymTADEMwzAMwzCOJg86wJWPToAYR45NeZAxD3ChP/+o4ONQ+Zkyjr/ZIW70OCngAMfJjWnJT6Ov7N7TjPnRlITdj3A7OshaADxOdOxzdGtQBjBmQu3aouxXEToBIDLZ54m4455+vxYwdeQJ4JwOtAdKUQyk97A35qU1rKss6wuQ+sA6h7I6N9o0IM+PzAJaAGt8vsC5CZcmdkYYCdiIuj596y22stQL+mUYWPX3z04DegA5m2M39C1wFc1AB2ufGv2jvztIXeCnxo2nZwOngtrWx9FjO4rGwLoBS++ORl/VPj9KVpwPUOyKeDnXGXMzIA2Ki38DeoliwcK44gsAupS8/Rtwvl85v/7dkXQ+YN+5Y24cQGRh3V+AxkUOa962CGcHoKBr4dwWAFH5V8QA/JT4QyFA8wK1Faj3k7vOJlEq2ePPXKqc9pki8tH03tOPxphyoZMfBZjeDZXZkU7cuoAmwJtAcyADuJCjlKEzDMMwDOPYMgkQwzAMwzAM42iJQDcozkEHsoyjyxe8FVIeZAxDfyehZEnoyutjKQxdo/+fjZM0sWiytC+lagSK6uj3OAUn93FZ2x0AIqjRL6XeKNijEKKBDBQDhg7a+jEA057tiFLTgGrAVix1KT2HLv1ueL02NvIJkAxqmdiBbo22DvIH/K6vgFagfg3YvrOTL63dApFXAYWSoe9tGbxYLPkecIuS56r//uVagTnooG6/lxtMvgOhPqifxi0LfKqQ2YB/SXTzYcWWJx0gWnY8HGHtegYUCaWJI9wB9wsAnsDWd4DxQO4z9W62gAiFzEz0+y4H+Dq+YBFwOrD27NIZnQC+8bReD5zjIjCnfll2J8CfvLtDTYAptSMyAFXFzlnoEW9nsDa7ylq2BfzfJX3fEKDzLn88wLuJXSyAMomcvmZe5sCFH2WWAEkc2bJGoXGSy7Efs8bhc7gTtx7gLGAKum/PL0B3YPNhPm7DMAzDMI5TJgFiGIZhGIZhHA3RQDi6Pv/Rbnhr/FnFICPowGIoGbJ3CZqj2Rg4Mnj7Z+Mk/YfTYNkLiGoFgFILsQO3c8XJS0KrPD+xburol/yTFHTWqzA9oPw33zlweyYiivRRt6PUSMAF6htwXkHPIbsXPdqwq42kowOyX9oe1bP52sGugM81C2ilYK3fKWcnnp9aE5H30ImmZ9J33fSKWM75QBLIlydse+NJW6wlgFshY+5r/YAo4UagpGqR9Iu3/f8DHAJPXFrriWvQjc+/ut7VoyWoBBSz+vx4+ykg0aBmRNprewMUOTwTclxxgwFql5UtBi5A8eu06vntEWjk+/ELXY5LtnwZecppAL2zVm4CznTYrq9dgZhOQPEzDaJPBLgo72svgLus8QqgVqmjdEmRs6CdhexsnC/NAO9HsWc0BgSX+9NZr275PfgRH8mm16Fxko1O6hn/XgeauPUCJwDbKmwbAfQGXgg+/hroiU6aGYZhGIbxH2ESIIZhGIZhGMaRpNBXaTuATI5uMN04cKEgYwE6yOihPMgYoPwq/iM5cycWnYj55+PEtl9G0RRhM8i99G4zDaUE/pj1MSBg+59WEBN8vcF33LQlHYD/jY1h+uhXUeoyQBCeRtW8n969A4uGN7xRkAmAE8UUd1JM/4bfDoj1u7xfAS118oNOid2qx2CrT4EohDd6qan3WWXO90BaAL9GUfdKO1D9LSBVYNHYVuOfU4plAAL3PL/K1wtoLLC6XeMp3wBfAaVtmfQcSmYA/hbb241B5EMgEGGvmal0b4Osp+oPAYgR+LJ6mbcHwNrwsndF7AeA7GuLxtQG2O5M+sTGGgTs7p+1uCVAfE6rnYCV7XLMznNa3YGc84vntgaIyL8qAuDnuBW7AVKKZJUFnXY7YpcXWBGtgZ/pHxFKfsCfm16Hyhr906bXscF9ZXH8lW4zjqz9JW7vBu4CNgGfAd8AzYAH0b8/rwMDMAkzwzAMw/jPMQkQwzAMwzAM40ix0E2sbfSV2sd7021Ds9F9N0K9N0KB6xh0ILFiCZrDkdBS6HEi6KD2Px8nSg1D2Q1Qvsn0bl/CFfrpMS+m1h3zEi8rODu45rsBXIPvGrRhFwDpY1qCPx1oAOQh0ofL7/xQBLXo0fpPCHJf8IAfO/XBdQ/vuuq5JL/LOwsdaF3jt/1nJ3ap4cK2vkT3L5hJUny/3j/MewLFxUA2jsCFkRsn3YqiC7A7zy67IsPaPlmhqgKfTVnmXQwsAAI5VvzAnY6Eifol1VOnOl8dhuAENe6cjRffgA4Avxwe+L0/QKkKG1vojrsdhBSf7wsFo1DseC51d32AGDtvWrhdOAAoey3qgliAmt68z922fa1AZpXcdq0Bnm0YVQCQHMic5xL/RaC2eMranQLIvOpzUgHO320rgDkxrbcBrRH5fD/fiFCe7Mhn37ND/q7pdWicgE5amfOJUTFxuwjYDdQGBgVvoMfJo0Da0T88wzAMwzCOByYBYhiGYRiG8d8g6CunQ0HII33ltAN9pXco4GlUXqHyMgXo7zU0OySG8tkhpRzaldUOdFDby+EcJ5e3+QL4IvTPtDSsmGqpt4rN4+jSSbtEuGXYzVum/7FN+rMDwH4e/d5+xA704oq7N8xOqx228DHn60qpywEfIoNOe2T95Mz1E2q4XP5ZQCPgF58vcE5yr1qCn9lACjAf/L3f+/GK60WpuwGfEnomb/66gSgeBgIgVz3dNu1yhToX2NmoiJtcNp8BTpR6tkWTNzuCNAbW9HN2+RVIU4rMy37q9xnwCVAU71+2COgP7Hi00VAlSDwwp3ZJSXcBchyB172W3An4+hUMF8DhU473shwxFwPy4PbZFoDHH/+VEseVQMbkWpHtAHrlf+YHcJU1+BFRFwcs/4/ZnuyWQFH7LLuF/gLVE4j6HnG9dBDf0N6zQzzBW5Xg8r1nh4TGiQ/dF8Iw9vYB8DHQFRiFTmICPAQ8fpheIw7ohU54utGzTaYDvx2GfTcDegA1gWJgCfBh8PHfaYAu7VUL/TfzE/AeB3ZOTQUuB+qgS9OtAtLRFy0YhgD1Qz0AACAASURBVGEYxr+CSYAYhmEYhmH8N2RSHmQ80mWNXOjkRwEHFrwxKo8A+jstpryskRsdGLQoT4YcSFkjFzqoHQqEHxGjx6c2xSGvIJyKApC3bStw250Dt2cCMGNkNGXOl4Cr9BZqEkX5t9E3rXRBWr0kZVkfIpwG5FlCr1MfWf9V7rXj6tjin4WiLvCT0+c+L6F3kh+fzAZOBH7CpS6c/tut7UWpCQCi5ObkrV9tFtQSwELx4P1t7s9Xoh4HREHfh1Z7BwNNBFZ3rjF6CsgSQCIl8/ZwciYCqIB6KLWo9sOAEuxRys4dioJSZ/ioEkfEfQDVfP5pAi+iyHu8zq5IwGURSE8JbOwNMCPirK1ApENk9kmlO7sBVNt1lgLYEOWc7bPUlcC2jsWLTwWILLzeA7Am9tfNQKt4n73MbdMRWDMk7Z7v4J7v/sFXJOxZ1sjJnrND7ODjXEzyw/hrTvTfXho6IZADXAp8e5j23xl4E0jc6/nHgIeBJw9xvw7gOWAw+pxa0SZ0wmXpfrYfDtwf3E9FTwBXsv/3fwfwFPocvve216MTSoZhGIZR6ZkEiGEYhmEYxn/D3mWNXJQnQ1zsWdbon8wOCUPPNMkN7sv496pY1qji7JBQ4NpXYfnes0NC4ySP8sD3keHgW3R5qd8FBg0btHXmH8veHdWKMjUNpAFQgMhALh82FWD+8PpNFepj9JXRm8S2Lzw1bcPK3dc8d6KtmIW+Unux5Xd0jela24uv8EtQLYFfcdL53Y2DaqB4F3Apxcjaqz95uyRSLQQSROSj4Y1GjMdWy1C4lDDm7SVlebZSwwB/wOXouzq2/tjg5/RaH/eFHRBqAT8M+e7RXOBUYEecf+FWpWgGbEpreFc4iirAvHolxecCeLEn57r8/QAuLZy8Gt0QeunCsGbnA1yct2olSCdELY0oTjkP4L4mcQKQ4suYb4l9OaI2ekranQowu/rXiQBnZkowYSVHIkDqRze8BghHB5xL0GMrifLzlDm/GCFu4BR0gqIWsBHoBqw5TPtvCbxPeSP18ehz3iXoxMUT6N+8CYew78eBW9DnyKeD+09E9zNpi57p1Qb4fR/bDkPPcLGBMcBM9Ll3CHAm8BFwMvv+HK4HRgcfvwJMQ/+93YT+7KYH97H4EN6TYRiGYRxXTALEMAzDMAzjvylUO70QfeW+m/JmsqFGs6G6/AcqMnjLxjSa/S/a1+wQD+V9G0JBayc6kHiUxomaBLbH6fMMHzJkvS4JI6JIH30rNk+DeEB+wlaXc8WdawEWPdqwqyDvADFK+E45/Zec+vDGnTl9Xmhp2/YX6ED8nICz+MKETkk+wopmgmoPbCZgnZe+qb+F0/EJqDiBd1fmZdyfFOX+H0IL4Ncyj/c6X0TJS0qpegq1bPCGssdspb4DHCLyZJ1GHzZF6ATsOp8RLyiRBYCE+2KHWlivAygCw51Sdh9AkSPyqVLL/ThAnN/3GjqgWfpkrd25QCzI3Pbezy8CWOWq/QXwAJBxW8aCZgDRxfWXAW0Fls9K8pwDcHXe+xaAy99wCaJ628pesSM842TAf97OQBKA6IDrkRKBPh9lUD5LLZS4jaK8dNrhSNwalVcY0B095uPQAfuLgF2H8TVGU5786Ez5WPsa2IFOYjyBTiIcTOmoBugkBkA/dAIn5GPge3RprOHADXttm4zubQI6WTK6wrKP0U3gOwDPABfutW108HnQM0Duq7DsE3TprQuB59HJVsMwDMOo1KxjfQCGYRiGYRjGMRdKeOQCO4P3oIMkyehAYwT7/2/H2OA6WZjkh1E+OyQfHYjMQl/Zn4y+QlvQgewjfkHW0EGbHxg6aOudfyQ/3h9fhemjP0TxPOBB8QJFhadxxTCd/BjecKgo+RiIQTG1VHydTn1g487s617oILY9W+nkx2elYe5uiV3qlBEZ9x5wDrADHOemZ/fPcbgcM4FaChYJzuvOzV0xFFFXAgW20GN4s0d7iVJXAAWi7Cvb5/AY0ADF8m4tX5yA8Kz+FOW2hs6Zw4PH+fpNS+8+Dd3k+ecE35wwoK4IKx9udFcSiioKFjQpLjkLsGzs17eGe/sBtCmb9xnQCtj5RnS3egBJ/oL3XdhnAUXVdp5VC2BulbDFQDLImralK88EiM65IQxgQ/SGX9EJiDmxfnkMkbSU+Pbzj9DXFo1OcmSxZ4m+UNI2Cz2uitGJtqroq+aj0ePK+G+IRPe/eRud/PgAOJvDm/xoAHQKPr6fPyfang2+XhxwxUHuuz/6HLiaPZMfoGc9pQUfX4XuuVTR9ej3vwMYt9cyHzrJCTo5lLrX8p7ov5cCdOKmIhu4B32OPgV93jAMwzCMSs3MADEMwzAMwzD2FpodUoBOeoSaXu+rd4ii/Ar/TP6+74Px32SjA9WF6FIuoSv5E4LL9256fWSkjz4Tf9lbQA0gB1Q/eg39AODTsfU98Xlqgoj0BQTFw6c9uO4xpZDsa8d3A3s6EKEU0+OKs65Rp1cXcE4D6QbsBuvc2asu3pQVU22G6JI168ts66Ja2z47w1Y8BYiIXPdQ24ecCsYGj+imtxb76oniJqAMUdetDNQaDRIP8ulgz2ll2KobkNN2y5mjlMhCAHGUPoBPJgPkuGMfDyjneIBYX+BFBVNQ+MbXzFyD4iaENVcWjm2HgiLC/udVrluAwBPbZilAWbb7Y4cd3hPw3d4yripAQ++m74A+iFrjKmvdAWBWjVmx+pDlg9TnvvwQ+BC+PNzfkEInUx3o84m9n3VDidtQCTUX5eepOMpnsJX+zX6MyikOnZC4Ez1uxqJ7Whzu7/qC4P0O9IyMvXmBz9AJie7Aiwex767B+/f+Yvmnwf17gPP2Wi+07Ufs+6KDeehEYZXguhP3se1X6N/5va0G1gEN0e/px/29CcMwDMM43pkZIIZhGIZhGMb+hHqH5KBnh+QHn48BTgDqoQOPuZjkh7FvFjoIJ+jyMAF0UDoPfeV06LkI9AyRBPSVzXs39T0MZAY6+TEfnC3prZMf3z1eJzkul69F6AsUiZLe7R9aN0IpJPv6sVej5EMgQiGvxBUnX6luPtMmIfF/QA8gG5vzpNclq7Niqr+Erp+/2ybQtfa2r+JseAdwKNSIh9uPmAV2OhCOMPntRcVfoJgMKFAPpTSbUR+kJ1Bwgr1smLJ5Th+3erDjlvNvR//dfVS1dH4b9EyUhSMa3dUg2PtjTpOSojPQF7m9/XNM2fUASfbW1yxlXwR4X4q7rAzwKLE/bVKyqwdAUmaH3YDT61BfbA53dAFkQO7UKAC3r8lSIMFWsvL3iK3tAbEIzDj83wugx0mC/izI5uAD2aGkbSawGz3GPOgr3auiEyN7N3s2Kh8FVANeQpd+soFbgds4Momu5sH7n/ezzvK91j0QLnTT9v3tuwRY+xf7/rvjkgrLDnZbOLT3ZBiGYRjHJTMDxDAMwzAMwzgY3uCtBB1YzEcHHhMpnx1SiimDZWhOdFC7hH1faQx7Nr0O9aPxoJMmUN7jwcs/TrKpBxHbRVLhODql+QG+G16vTSBgfaAgBdgCcsnpD63/ESDn+rFDRNQYfVwyMu6NW+9T6dMtMnPeQOgN5GLZnendc/l726s9CtIPKMaSC1M3LNzlc5Z+B8Sj+PD0mKaP2t7SN4FGwAqfJ+xWcXrfRCcS557SJP01YEXwQO+51HVLXyAVxdLBix9djJJxgNdDxkhEfYGCjPDExwR5GxQJfhmrFG8DgTeTcuYgXA9k3FFwXzXAKUr9b5uj6tUAV2av+AnkQhQr4/KbnQ3wUq2o34ALFDK/tvf38wCicweGA2S7d81F9yJY9O01n+2rGfM/5UCPk1DZtH8qlLgtCf47NKZigq9VsXeImR1SeTiAusCr6P4WRcCV6J4XR0qd4H3WftbJDN7XRCc2DuT3L7Tuge67ToXnYig/Px7sthX/fSjbGoZhGEalYxIghmEYhmEYxsHyoMuP5FIeYAw1vXYHl1mUJ0OObFkj43jlRpdHy6d8nPydfZU1CjW9dvFPm173Hjq+4j8XPVr/ahv1soJwkAWWI3DZqQ9s3CmIyrnuhcdE5H506ao7q7w5ZBTp1RyIcwo66JqPZXWh56VLp4+qPhDkYcAPcoW9YNxSf83SGUBjhJX+MuvaM1td1B9dy7/Qsug9bWHB5cBlQJ5fqeu3W2Gj0Fe2zxnEOQuCPUoCDq/jZo/PGo3CQhgX5Vt1DYookBlP1b/tdCAOYVbjksKOCB6UmjanSuGVAGGUvOSR4tsBPg1r/xNwDah1gzMXnwIQVlztS2AokPH4idHNAE4p/XEF0EEp9YOzrPHZAMm+pHGCzBYlPxz0Z/73XOjkRwG6p8eREErcFqCD6KGyfjGYxG1l4QJaAP9Dz5zYgW7UvewIv2508D5zP+uEEgkKfa7KOYD9Vuzpsb9ERGhZdIXnovex/EC3DSUDD2VbwzAMw6iUTALEMAzDMAzDOBgR6IBIDns2Jw41vS5jzyBjBDoh4quw3AQZ//3C0QG+vcfJwQr1oymkfHZIqM9DKFkS6vVwUBaOaPCQCMMBECbGimdI04d/8cpZac7cWuNfQugH+JWSfglvDHmD9HQHuF5DydXoMd6Fnpcsfm909R6CvACIQm66bOjOj+cObfyMCN2BTNtpX/Rwm/sbKqXLWYlS/d9Y5PMpS4J9QNQtdZrNbIrY1wHFSOkAp7tosgguBS/c/v2jdUXREdgVba94ByULEfyrohs8A3wOEOv3PifIdCXIZwl57wPTgIJhBcNKEOIE5n4d0bYzQIovb5oS+36gpEZG1yoAmR7Hhz6HGgCU9M9+pwaAu7jVD0BrYHn7USetAdYc7Gd8AMLQPT9yOYTv8BAF0ImWYkzitrIIA84CpqBLv61E96bYchReO1Q2rXQ/61RM3Hn+cq197xf2nyAO7TvsONjWMAzDMColkwAxDMMwDMMwDlQ0OhiShS5btD/7CjJ6KG+YfnSaXhvHQjQ6AXIg4+RgHGjT6wObHWLLRSjlRTGk/cPrJgJsHzAxIqfUOw3hAqAIUb3j37j1U9LTHSjn64hcAxQg0pXLL1s0fUy1s0TkbXSPj4cuG5oxee7Qn/so4U7AK0jPB1rdn2uJ9bU+VvXC3HX57/5ueeYD0Qp5p2bLz2fi968EQNRDg52dOorQAdjRaPepj4nF9wig5AGX7LwflEtZTJpUt+9liEQh8nGzktKzgXCx+OC96nk9EbCUvFTVlzFAgN/cNdKBcUDR2K0fRwGWEut9VyC6B8DNLRJKAcuJ/7NYu7AbEIjOuyUKQCmm/aNv7a9FBm/ZHLukqEncHv8igZ7o5uIRwKzgv/OO0uuHEgFx+1knocLjwr9ca9/7PdB9V9zvP91W0L/LB7utYRiGYVRKJgFiGIZhGIZh/B2FvkrbgQ5qH2zN/IpBxvzgfsIoDzKGytOUcngD5sbRFRonTnS5mCPdWyE0O6SAP88OCZU1CvUO+ROHy9nF5/VGdkj7bQtAQd+xib5S70fAqSCZYnFhlddv/Y709FDZKz3zQyc/Frw76oRWiP1h8DXHXzZ0x2Nzbvu5oxI1EUDBzWfEvj+vo1gfoevofx+Z7Ru2LduThuIUFJt9eAfh9z2Hbsy+cIBcMFUp+QVAFLd3Xdd9MJCiUMuq+mavs0X1QCj8KvGsiYgsAOz4QOD/7N13nBT1/cfx1+xehzvgaFYE7BKNsfeSoGLBEsUuGqOY2FATxRIToolBY8MSBZUYLDFih0iw994VO9gQQeDocMfd7fz++Mz8ZnZvd2/3bu927+79fDz2cXfzne/sd3dnd+H7mc/3cx0OU4nhvlq18k5cHgLqRi358xcubAh8eUv3wzYHnKjr/rv/muXHAvRdsNvXWJbOy0/1K9kf4JBlM76zx+M8FW1Y701g2/r62F05e8UCPbDXaxEtWcqs7ShwW1iqsALnl2Hv8X8Cp9G+waga72d1mn38tjoyX8atJvR7umP75154Wa0l2OdrpAV9Y1jwqGczff22mjT7iIiIdAgKgIiIiIhIOhFsEiWGTYTkYtKvESteuxKbZCz1buFJJE0ydizh82QR7f+6pcoOSVn0eseLP13kjZUlJ9w4aE0jMxzYGPiqkciwvnee+TnPPlvEgiV347hHActwIvtz5KGvPDC+78ZuY2y6Az0cuO/DZfNGv3z+hxvGGngQKHFwr9vtuq3u2P2ugy8FbymsGCMmznZ3dh0uBBpdhxMGbf7UbhA7EVhNJHZySfHCa3Dphcv0C1687K3GqPMvwHVoPDvmxq4HwHGv/u9aQ38DlDku922+etX+uHQjwqOT1qs5yHu8kzZp/OBXAKupuDXmRP8EuGN+eO5zoJ8D71cv++meAM/1KXkOuAT4YcSyGVsBuLj37n7tVv8Ers3x6+QQTMoupLDf3wrc5o+DFfm+AjgVey3+DIzNw1g+B/YH1k6zj9/2JZkHfudh51VVhsf+LLStDvgGC6xm2xfsMe2QYd/P0+wjIiLSIUTyPQARERERKVhRbBKqHruCtC0mK11sAnEp8CMWZGnEJhn7Y0GRbt5YpDC1x3mSLT8zZCGwADvHyoC+QB8sS+T/18KPOVzkwMY4vNMQiezSd/KZnzNhQjELau4D9yhgKTF3P0Yc+sqDN6y7Ho3RJxzoj8uMxmW9T/xF7Qc9Yg1M8449be6cT8/f666DhzmOOxY7n4+77/VVK3Hdu7Dn668DhvxvJk7jRAAcLjk9sssgXPcYYGWREzu9MRK5HijDZXKvNc8OArYH5l49+LRHXPgV0FC9Zs31DpyOi/th97pbgJFA48Gr7nwS2BmoGdf7mIg9XufZg5Z+dhBAyZq+j4CzG7Ds5G37rAVQ1bjikSIa9gRq3TV1D7XBa+KfJ43kLpjanvzAbQ0wH7vSP4p9RvXDslrKsMl7abkIsD5wFxb8qANOID/BD4A3vJ8/I3U9jF0S9s2EC7zp/b5zin3WwYIcyY7t/52qbzesaHxL+kaxAEmyviIiIh2OAiAiIiIikkwJNpm7ErtKtb00YGuO12ABkVVY1nIfbJKxCssW0SRjYSjGJrVX0b7nSTZiWLHfxdjEtT/OKizI1uuTZT/8I+bG/tAYXbVXvzvPmMfjj5fSq+8D4BwOLCbm7sPRh79279Xr9HEbGp8ABoLzSmn3yC+HcD/UOQ8CmwHvO8XFx940/K4BMce9B/v/1p+eP37qkxQVTQLWc3FeXq9X3eW49TeBszbw4snOEbc7cAuA4zh/OuvVcUNwGA4sLS9aOhbHvcJr+8OcigEXA0U4TNqsrvYIXLrhMHX8ej/uC5Tiug/sVfvYUQCuy4TldB8FsMPKbx/BiqkvX3/uodUAaxymLCl2jgDYof7tR4E14Nxz5IWLc11foQg7T+pov9oNbUmB27ZRBAwBHgGGYc/rfsA9eRzT49h5WwGMSNK+HvAL7/dsA4cPez8PB7onaT/R+/kD8EpCm39f+2PnXKJjsO/KFcATKe53Z2CTJH2HY+/XBuCxFGMXERHpMBQAEREREZFEZdgyNUvIfD3ztuAva7QUm7he7G3rTjDJWIEmGfOlDHsNlmGBso5iDUF2yEKgbtdHrvimz12j7+g7aUwpe+3Vh+WrHwUOBhYRif2Cow9/8+4bqqtKIrHpwObAB3V1xQcNP23uqsVL3AnA3rju3JjD8NEbnt9IxHkIe24efeG4qVfMOXvfM1073uKihshxznozDsMmKFcQjZ3ULTLnMgcGAu/88o2TJ0Tc2HgAx2Vsee1bx4IzAId3L9jy0pk4jABWr7269ha87I8vy+rH43Aa4G6/5ul7gEOBun9UHvEpsBHw1TXfTd8MIOJG7y1qKDsG4I9b9PoKy1x446mR42eUdov0PvzcH07N8fNdik2mLvdunZECt61XgmVSTMOyLWYDuwLP53NQ2PfgBO/3K7G6Or5yrC5JMfAhFixJ9BJ2ftybpO1O7LutGguAhr/LtgUu9n7/O02X1noI+AI7r+7wfvo2w5YPA7iRpt/jz2KZHRFgEpYR51sfuD5hfCIiIh2aAiAiIiIihWld7+eh2FWa7TXJ3w2brKvBrnotJPXYJOMigklGP1OlLzaJU5qyt+RS+DypbWbfQuYXvfazQ5ZzzPF74zj74cYW8PnnB3PEEZ9M/nv/bmUNJdOA7YAvYw2N+x130beLXzz3oz+4jnsSsJIoB+957ZbfdevGbeBu7cBndTSMnHvufj/Dcf4OgOOcss5W/12D69xif/P7052dertwFg4NruucOrB+0HkubIjDR1WNLz/owIUAsUb3d3Wxkr8CDjg3Dq5fMxKowOHRcYPn7Y29Jo8fs+IfBwBRXPfuWaXrjgSojNVNjBI7AaDfj3vPAqcP8O7EQRW72jjcSQDDT5u7ynFyujSVXy9jMZaF0xUocJu9cixA+CgwAHgN+977NJ+DCrkU+Airi/E+cB9wO1ZbYyj2vTSS5PU/irDXOtnrvRLL8mgAjgdmAhOx4MYr2DnzNHBTkr4N2NJgq7E6Q596Y7ofeBv7TnwL+EuSvi62jN4SLMj0GRZEucd7nBt428YkezJEREQ6GgVARERERApTuffzAGwiZD52Benx2MRGW+jh3e8iLNhQyPxJxiXYc7PE216Jt6wRmmRsK1XYc9sRzpNsWNHr9dd5DMc9m6Urd+MPF7637eYVvYoamQbs7sKcRTWxYUdesGDeC+d9eDy4lwGN4Byz+zVbvb3H3Qf/DjgWWO7GYofd/To0uvwHKHVw/7H+ddMfJrLmdqA3jjv9rHUOuTNC5A4g6rjONee8dvlSFy4CXBz3jKhbOxaodB334XO3uqIIh6FAzeBVK+504Te4uN+UNlwNnAWwQcNn/8DhRCD2VNmOU4GfA8snff1gA/beeK7n8iH7e492Iq7zJfARbuN9bfB8VmJBmUVY1k1XpcBtepVYrY97sWDZg9h5+2M+B5VgGbAncDeW7XEU8GssW+IVLHPlvRR9V2OveapA8QxsCa0PgU2x5+IwLMBxA7YcVarP2deB3bFsjoHemEZg33uTsOBMqizOj71xPw+sBZyMfXZVAP/xjluToq+IiEiHUpTvAYiIiIhIUvtiV5T+FFvje2NsyZxjsMn/N7HlNh4H3iH5laeZcrCAAdgkXUcrTgw2QeQXvo5gE4pl2ORaI5bNUkfXnohtLQeboHSwpaM64nnSvAMOqMOWjQHgolMrJ4Czl+vy4+ezGw655OaFy+847v7DHJc7AMd1G8/d4/qtp+5518H7uLhXAq6De+LzI//7Sfnoff/t4mwEvFe/dM3vuKN+FDgHADU4Dae48+dfCGwJfFHUreTPRS4PuHbeTq6ufWal43ASsGaNWzHGcfgPgOO449ZpbDzDdSl3HB64fMMf9gZ64LhPj15+4c7glDvw2OOVOx+MiwPOpHXXLPsVQNnqdR4G93pghRtz7+Wow9qibouDBVOj2OdJaz6bOhs/cOtPhhcTfE71xD6f6rz2zv68+Z8nFwHne9tuAM6lMB97DZZxcRawBfbazQa+a6bf3hkc+wVgK2x5rQFY0OIjMlta8G1gRyxrYyB2Ds0ks5pMnwB7YRmnG2LflZ+gwIeIiHQyCoCIiIiIFKYG7ApOgNHAYOxqzqFYQGRH7/ZnbDL6WWzt9KnYkiuZimLBj3o6R3FiCIpe+0vulGABkSrs8a7BJhjrKMyJtkIUwZbu6UznSYaczYBFTjS2zyU3L/zgpXNnDnGJTQJKVq5ZefOwm3easuXvdtzWxf0PEHXhsheOn/bwnNHDTnNxjwaW48aOHLTL/wbgco0d0v3N2e6e1TFb4991XPfUM5/44/6u4x4ALMatv8Bx3CngRFyH6y8ccskO4P4M+HbIspWPuvABDo1fd19xFTAdoFf9vGtxnbsAvoyuexsuDwCNF8997i3sM+T7Ad8fFgMcB/e+6nvObovgRwT7PIlhk6idM0iWO101cBvBMvWuB47EHuto4OZ8DipDS2hakDxXZnm3lvjGu7XE995NRESkU1IARERERKRjmI2tDT4RW6ZqVywYcghW8HSEd2vEluLwgyHvkHwSsg+WYfJfYC6dtzgx2OShX/g6SjDJWEUwyVhL51rOKZeKsODHajr3eZJUjKI91hStKj7+7Jplz54/cy23IfY40BOcKfv13fHsHW/Yv3tJddG/gF6xNQ0zXjrrhVumH7Pjbq5lWuA6zmkDej3xFU79y9iSUHePnbPfw4s2iL0ClDiOe8sZL459x4m6HwM4uBdXN7y4Nzi7A/M/6D7katfhDazxjz3cxjHglOJw1+UDFv8Cl944vHjpsjM3B6odl5du7nn49th5/vBByz4+3MqGMCEace8mRrQomrQgc2tFsfOkjsyuPpd4XSVwG8UC+pOA3bDlwY7BvrNEREREck4BEBEREZGOZzXwlHe7kCA7ZDiwD7Ctd/sTto76DCwY8gR29f4m2FXjg7EJtr+17/Dzyi96vQpbgqXEu/XErkr2gyF16Op1sPOjJzah3VWKWMc58rw5/z8pXdwQO9SFAeC82NCj20iHP7NHdfQuYAjwcX0JRz50+JDiLXr2+BdQtnRNw+Sf3PL0DG5eejlU7AB8Q6z4zAUbLP2dg7M98G15Y8WY4qLiy3BZD3i9e+Pz94A7E8BxnUvuHHT0SbgMBPf9nZateh2c23Gon13sXoXLMwClTu3fwL0NYEWk4jpwbgVYh9pbwJkO1EUiDRN73XnuEmB8GzxNJVjmx3JS1xyQ7HTGwG0xtqzjPdj30A/AQVigXkRERKRNqAi6iIiISMfnZ4cMx67A3gdbS/07oB+2bvn92Hr87wPvYsGPt4Hb8jDeQmFFr22CcQG2lNgarAhsf6A30B2btOuKyrHgx2K6aPAjUdnKusmuwwm1JbXD9x47qHbPjd8eC87BQE3EdQ557fjpy7fv1WtCxHEGA+9+NWfJb7lmzk8pqTgfaOTrN0f/kjG5DAAAIABJREFUcs6mmzg4YwHXcZxTT3/lko0clzOBhkiM35Y0Nl6AFVd+86JNz3nEdZ0LARwnckHUjf0Ju4jtzis2mjMM6Avuq+MWHrc2sC44H/yp96/72nbe/H7EJU+5uFc6OGfudMlX89vqacGCH0tQ8KOt+IHbxVhQ28/E6ol9VvXEXgcnL6PLTBkWqH8cC358COyEgh8iIiLSxpQBIiIiItK5rCLIDvFrhwzHrrLdEyu06usD/NXbdwZatiZddohDsB5/V8gOqcQCIIuwejQCbDdxu1XA3f7fsRjHOg4NLu6Rz50w9cvvR+97LnA4sNSNRUYMP+itYqL1k3CJ4rp/G/jycTPWPqHXi0BZfW3jPU+fP//d0UfHpkeIFDm41/V0n1qKE/k94IJ79srSPn9wcKtdeGK3xUvnuxGOBGo/j668BiucTNRtuNzFvQ7AcWLjYm5kpDe8axwHF768pA2fkm7erYaOlYnQkfmBWz9462eHVGCfVfWh9kJ5TbphSzTejI3zSe/vLlZPSERERPJBGSAiIiIindtsbMmbfbDskHOxidPvgQ2AUVh2yHxsUmoMsEVeRlpYErNDFmGTiX52SDWWHdLZLihysEnUUiwjRsGPNKJRDorEnJ1fPH7a09+PHrapi3Ml4LqOe9KAG6fPIlL/D1u+ijdxS/504Im9RjsRZzvgu+VLYmc9euQtIyNOZNtGN/b9uS/eeEN9AzdiV8pPPm+rKxY6uKcDjbFY5Hw36v4ViDgON1+1Sc1wLLvrtauXHF0ObOrArKXzvptCJDYW1z2Pj5dPaeOH34MgSFYoE+1dkR+4rcE+x1cQFKPvh71O+cwOqQLOAe7APj8nAQei4IeIiIi0k0JOkRURERGRtjUEywwZCuxF/GT+bIJMkunYpJoYPzvEX5MfOkd2iD9pGsOWM+qojyMvvjpn2MAi130euGP98TMu47a6Y8C5F1hBY2ybs0p2LnYd5x2gBJf9R7/yl5lRh4+BSnAOKV3xuNu9tOQx13WX3fDRW7vNOmrqXyPRkuGuG5u069KVdzoR9wVg2RvlK7acOGjxm0A/HGf/a2oO7eG4zr0OnHTub7+9qx0eqoOdJ2BLMuk8KVxR7DOqFPvM8uuK1NL2wU0HW0ZwHPBr7Dy5DBjbxvcrIiIiEkcBEBEREREBm6j6ORYMORhYK9S2GngZC4Y8AnzW7qMrbPmcZMyVKJbVUoeWQsuN2+vG4TpjcDiJU0r+deY/t3kV2AmXiTed/M5ps0+d/gi4hwAPDCqbfvyyZSUf4bARDuedtdkf3osWlT3juu7KT164bpdfbTXy1qJoyc4NsTWX/WbI3Htwop8CL3PUdrsDTJiwTsVpp81tj/obUSz4UY+u4O9oHOwzyr9B2wVuI8B6wARgmHf8k4F7c3gfIiIiIhnRElgiIiIiAraMzRTgNGBdYDvgQizw4RevHQd8CszCJraGE0ykdWWNwEqCJWhWEQQUCmEJmuYUY/VgVqLgR+7MKfkDjbFNOKXkX96WKhc+q3DLf//NaY9v4QU/lkacyNlLVxSfhMNGwMyq4uU3RYvLzwSIOM6Vrz92yQdFkaJql9ic+6Ze+k+O3nEpX7y3F289MwLv/3PtFPwoxgKldSj40RG5WFB2KVZIvQb77Aov69cN++xqjSIsu/BRLPhRA+yLgh8iIiKSJ4X6nzARERERKRx9sSWyhnu3nqG2VcArwDTgIeC79h5cgSvCgh9+QfU12ARyLTb5mG9lWIBmCTYuaSOjJmxbDDDxtLfr3xr1VnFvd8GfXcd9bvDEA55Y+qvf70jMvRo39rsek6974+Rra/d13dhwd3n5+XeOdWon/35et+XdI84ZY/utICh67WccNRKcU21Vi6MUe98vwzLCpHOJECzr5we1a7Hzag2ZZ4eUAjsBdwHrY8HyA1HWoIiIiIiIiIiIdBBRYFtsHfe3sHoRbug2Cyu6PhS7YlwCEYKAQ38sO6SK/GXRdPPGoNep4/KXNarEApX9sUBFLjOO/AyBkhwdTwpfEdAdywpZy/tZQfrskHJgBEH9oFexc1JERERERERERKTD6g+MBO4nmPjyb8uBqcAobFktiVeMTTL2JvNJxlzpgU1Otsd9SfuJYueQP3HdGzvHWhrk8gMrRTkZnXREiYHbvsBNwDPABcCW2HlyDkG2yBQsICIiIiIiIiIiIgWkFNge+A1wGzapfz8wMEfHH4otFTUPWzrqU+Bv2MRSc3bGlpia6/X9ErgOu4K/UBQBu2G1Qt4iPhjiAjO9tqFoQjWRP8nYk2CSsZLcZ4c4WBHrarQcbmfnZ4dUYZ8T2dSjcbBzsTeqGynxSoAPiP9sXxb6fTw6Z0RERERERERECs4eBFevJt62zsHxLyJYLmoFMAdbu98FvgLWS9N3FNDg7bsaq7Ph/z0P2CwH42sLg7Cx30/8BJkLLPS2j8KuVJd4xVgApA8WEOmFXdnfmonFiHe8TAJu0vlEsWXPwssadadpMDKCBT56oSCZJNcdW+7qPuw7yf9cPyOfg0rDwTJVDgR2J76OVWt1xwL/BwI/I7vP6HJgF6/v9mR+YUC1d1/DgAOAbdBShiIiIiIiIiLSjGEEE/MzgFvJXQBkKEHw4w8EV/VvBnzobX+F5JON22CFjV3gGmwCE2ADbI11F/iEwp/8KMeeh3HAx8QHQxqxjJFx2ESSJl3jRbDnrxcWDOmDBUeyqclQhGUAVOZ8dNIROQTLGoWzQ7oT1KYRSSUKbAK8hH2GrwROy+uIUhsGfEH8d85q4GaC79OWKAWuwi5oCB/7G+CIZvoWAZfSdNnIH4CT0/Q7H8scTay95QKLse/QihY9GhERERERERHp9HpjGQu+geQuAPK6d5x7k7RtTJB5cnCS9mle2xNJ2tYClnrt6SZNCtFgLPtjKlBL/ETOj1h2yEhye6VuZ1FC0+yQclJfeVzq7ac1+SWVIuyq8k2xz8FqbHJYNWIkUTGwA/AZ9nn9PZaNUIgOIci0fA+4nvislado2cUDEeBB7xhrsOUprwdeI/geOzFN/9sIgv/TvL7Phfr+PkW/x7z2BcDLwMPYvw3mhvq+RHbBcRERERERERHpogaSmwDIhqHjbJ9in4e89n8nbK8myP44IEXfCV77k60YY75VYNkh47GrZ8PBkAYsO2QssC3KDknkF71OzA7xJ/UqvO2aEJN0yrDzpJT4otd+dkiV16b3X9dWhn0X/Yh9Pn8ArJ/XEaXWA8vodIGJxAeIfwYs99rOacGxRxIEP/ZMaPsbwVKXyZZ33N9rjwGHJrT9zmurxzJskvX9KU3fh8XYMpv+9+ZvM3wcIiIiIiIiItKFDSQ3AZBfEyxPkeoK/dMJ6nmEHUwwGZJqqY4R3j61dJ7C4oOB0VhQp474gMg8YDL2uLVMTzy/6HUlVkR9QyzDqDuauJbUumFBjlRXwhdj51BvgtohFSg7pKvphmUarsI+i2dQ2J/BfjBhPsmz3y4hyGDJtrbSTK/v9UnaigiyY/6SpP05r+2eJG0OQRbJhCzHBLaUpotdVCEiIiIiIiIiktZAchMAudo7xvtp9vGvCHWxyUXfGIIJmlS2C/VNdsVoR9cNGI5NBn1HfDCkHlvuYwyWHSLGwZYO649NXPtFr3t7fxd6vRhpPz2wrKFMgxl+doh/fvXFAm6l6TpJh9cDCxj4y0ndRuF/jryIjfXGFO3rEXyX7JzFcTcN9Uu19NcfvfaPE7b3xbIaXWDfFH39CyLmk31g5k6v72NZ9hMRERERERGRLmgguQmA3OUd4+k0+2wfuq8tQtuvJVhmJJNx7tGKcXYUQ7CAx5MEtVP822wsUDKCrlvsO4IFOnoRn/XhZ4dUEV/0ugxlh3RFDhYYq6Z1r38xTevRKDuk83CwSfvbCZZtGpvPAWUoQpCpclya/fyg+tlZHPt4r88qUp/n+xA8X+Hvov0Ivq9SZc/8LLTPoBT7JFOMBVxcrMC6iIiIiIiIiEhaA8lNAORh7xhT0uwTrhOyQ2j7RG/bc2n6VoX6pqoT0llVY8GOCcQXgfUnp57EgiWb52uA7SyKTVZmsixNFMuu8bNDqrHskM6yjJqkFsUCFj1yfNwIttRQYj0a1Z/pmCLABsB0gmUWj8nriDK3AcF3wS/S7PeGt8/NWRz7Mq/P12n2+Uno/rcJbT/L27YyTd+1Q333y2A8Ue/+/KLss7AMLREREfFkm1IpIiIiIi2T7t9dzV2B3Zq+nVkNFlg6DVvOZDvgQuBlLNthKDAOuyp2FhYoGU7nXK6nGJtwXgksy2D/Rm/fGmypFf9q5mqUHdKZFWMZQnXA0hwfOwasxuodzSc4D6sIskPK0f9BO4IibFL9UWAYsAjLavh3PgeVhV6h3xel2c9vyyZg4O+byXETx9IrSXsiv3B7Yt+wHbHP7hosMPUh9vrc6rUtSXN8ERGRLkdXeImIiIi0rRXez+o0+/QO/b48R327mhjwtne7EgsG7I0FPA7CCquP8m6rsGKx07AMnW/zMN5cKsMCFkuwie1s+Vd313p/F3nHrMAm+9Z4x63FAifSMZVir+dSgte6La3xbsuxoEcpdl5VYeeRf07Vt8NYJHOlWE2MycD6WPD4AODzNr7fYixzoyVWAPNCf1eEfk8X6PMDBd2zuC//2JkcFyzTzucXY0/Xtx77juqW0DesiKbBkQpgAPaaLUxzfBERkS5HARARERGRtvWD9zPTIEZ4EifbvnOzGFdntxDLDpmCZTZsTRAM2QbLDhkKXI/VDpkGTAVewCZtOwp/kqyG3E0kNxAE3yLYEkalWFDJD5bUEdRgkcJXgU3y5vI8yYafHbLa+9s/p3pg708/GLLG21fyowL7jJyIvTavAocAC9rhvgcDn7aw76PAoaG/w4HgClLzAx/ZBAT974dUwYnwcROPnUnfKEGgJNW4XibIzusPbAlchAWq9sS+215Lcx8iIiJdigIgIiIiIm3rY+/nIGxiI9kV9Bt5P3/Alo9J7NsPW0s/WYaH37eW9GuSd2WNBNkhY7Hncxg20bcvNvF2tndbCTyLBUMeB+a0/3Az1gObSF5E22VmxAiyQ5ZiV2mXYhN8xdiEnh8QUXZIYarEMi/a8jzJVjg7JIqdU+VYhkoDyg7Jh0rg18BV2Hv7AWAkQdCqrdUBH7Ww7zcJf4e/K3uTmp9FkU32pL9vugsTwm3Lk/yerm9PgmXiMhnXfO/2NJbReAgW2N8pg74iIiIiIiIi0oUNJDdF0Adgk8gusEuKfaZ67ZMTtvfAJoVcbFIjmUle++OtGGNXFgV2w2qFvEXwWvm3mV7bUGxSsBA42ARaNfmt0RHBJtZ7Ylch98UmUTtjjZWOyMEmeHvTcepuONj5U4mdT/2x80v1aNqOf55cRfC5N56Oc84kU4YF0lzgsDT7fertc3EWxz7N61OTZp9dCZ7L/qHtv/S2xUj9fbJpqO9PshgX2GP1j5/Nsl4iIiIiIiIi0gUNJPMASH/gKO9WlaT9Re84DyZpG4Jd5ewC+yVpf8hre56mE4DrY0sVucBxzYxRMjMQqxNyP5bxEA6GLPK2jwLWztP4othSVD3ydP/pFGMT130Iil5X0LEnUjuqCBb46EnHDhxEsXOoGlgLe0x+9pG0XgT7LJuCfcbVA7/J64hy52PsMY1N0V5J8N17UBbH3ZngOyFVzZIzvPZ5Cds3CvXdNkXfo7z21WQfTN4udPxBWfYVERERERERkS7gJIJC2RcRTCRcHto+iqYTivuQ/orNPbClZ1zsKttKb/v2wBfe9udSjGlLgiyQiQRLZwwB3vO2v49NFEpulWGZH+OwTJBwMKQRyxgZh2WQtMckfxHBcmiFLoItadQLC4b0wcZdks9BdRFFBNk4nYmfHVKFvQ/6YYFAZYe0TBTYBKsn4WLLLe2f1xHl1t8Jvh+TOc5rX0n6mhyJosCPXt/RKfZ5ymu/PUmbn3VyeYq+93ntj2YxJt9vvb51BHVERERERERERET+X+IV/6luiZPdzQVAAM4kWJKjkSBzw8WuVO2foh/AsQRBkBiwLNT3a3SlZ3sZTJAdspz4c2KBt30kwbryuVSKnSMddVKrhKbZIeUoOyTXSrDAQEc9T7IRxSau/eyQaiw7RHUum1cM7Ah8jn1+zaF1Sz0Wok0JMjxOSGirBD7z2m5J0ncglhUzheTf6X/x+s7Fgo1hB2Df0zHsIodE53h9l3j3E7ZzaMyJwai1gS2SHM83BMs4cYFH0uwnIiLS5ehKGREREZHAeOxq4ub8Bptk8G0OnOv9PhabFElmJ+AsbJmKKqxw66Pe/a5q5j5/ik2c7IRN9H0H/Be4FgvcSPsqx9Z5Hwocik22+Rqx7JxpWH2Xd4g/X7JVgU3YLcYKR3d0ftHrUmzCvhEVvc6FcuxzpbOcJ9nws0P8G9g55d9a8/7rbMqAnwP/wgKSHwAHYkGQzuZK4ALsc+U6bCnJfsB5WHblXGwpqsSlqrYG3vV+/wXwTEJ7DywDcCNgFpbZ+S32/XwB9l68HTg1yZjKgFe9+/geyyL8AvgZcKF37EdoWrtkJ+AV4A3gTe/+FgPreI/lYOzzdCEWSPky5bMiIiIiIiIiIiKSJT87ZCo2kR/ODpmPFbgfQfa1OyqxCbvOelW7il7nRnc693mSrSLsOQlnh3RDSwV2A36NBdxd4H8kr1vVWUSwwEeMppmcn5I6Y3Pr0H4/T7HPhliQJFmW6O2kX+5vHeClFH2nkHxJrp9ghdfTZac+S3wwXkRERNB/KkREREREcq0C2AUYjl3Fu36orRF4DQuUPEXq7JBTsWDJP7GrfGNtON5C4meHlGETiPUEV/ErO6QpBztPirDJ0a5ynmQjgp1L/nnlYkHKOixTpqtkh/TAlmK8DHtObgNOx5Zm7Ow2xTIkBmDLF74JPI6dA8lUYlkUYJkeNSn2KwL29fatxrJo/otl1TQnAuyN1QjrA/wAPIFleKQSxTJWtscCe/2wDNDZWHbLJxncr4iIiIiIiIiISE4NxorlPkkw4erfvgImYNkhVdiE2gSCSdqufMW6il6nFwF6Y/VU9HxkrhjLDulNkB1SQed9rzlYdtUdBHWkxuZzQCIiIiIiIiIiItI5dccyQyZgVwuHgyGrsfXb/eBH4hrwXZ2KXgei2KR2Z16+qD1EsIBaT2z5tb7Y1f+l6Tp1IFFgA2ypK/8z5ui8jkhERERERERERES6jCHAGCw7pIH4gMgsLFAyHJuklUBXzg4pxh5vsjoB0jrFWACkDxYQ6YVlh0TyOagWKgK2At7DPk8WArvldUQiIiIiIiIiIiLSZfUGrgLuxtaDDwdDVmFBkjGoyG0yybJDOmPR6zJsYl4BsbYXAcqxIEh/LChSSfri1oWiFNgL+A77/PgC2DifAxIRERERERERERHxRbBit2OAl7B1+1Nlh3SW5XpyxcECBD3oXNkh3bDHUpzvgXRRJTTNDimn8LJDKoCjsOLYLvAyNmYRERERERERERGRgtQXK5Q+GVhMfDBkJZYdMhpYP18DLGBFWK2QjpwdUoWdAx1pzJ1ZFAs0JGaH5Ds4VQmcC9Rjnw33o2whERERERERERER6UCiWHbIWOAtkmeHjAeGkv8J2ULjF73ugU1c98OCC4WaReNgk+zVFF6mgRi/Hk0lFqTqjxVVb8+MI/88uZLgc2B8O96/iIiIiIiIiIiISJvoD4zErvb2l73xb8uBqcAoYN18DbCAFWPZIb0JskMqKIxMiwiWWdAz3wORrPjZIX7GUW/sHGurYGQEWBt4EHvP1wOntdF9iYiIiIiIiIiIiORNEbAbMA7LDnETbjO9tqHevhLws0N6YkGlvthV/fnIDinCslMq83Dfkjt+dkgVbVOPJgpsAryCvb+XAcNycFwRERERERERERHppIqxq7Y7w5JDg7Dsj/uxydFwMGSht30UdqW6xCumadHrCtr+vCjx7q+8je9H2l8Uqz8TrkfTnZYFI4uBnYDPsffzHGDr3AxTRERERERERERE2lt/4ADgUuBRLMPhLSybIRcOAF4iqKmxBls+aqs0fRzsCuxjgWuAZ0PjKsnRuHKlHHuuxgEfEx8MacTGPA7LIFHtgHgR7PlLLHqd69e43Dt+oZ07knsOQT2abLNDyoADgQXY+/c9YL02G6mIiIiIiIiIiIi0qcE0Xc7Jv43IwfHPIQh8fA+8Ciz2/q4ldZDlnDTjKtTC2r7BWPbHVOwxhsf+I5YdMhLVoEimhKbZIeW0LjukEpsE19JkXVMRlg0Szg6pAs4Ejvb+BssgOQVYjb1Xp6Ol0kRERERERERERDq0DbEshU+Au7DAQwO5CYBsGzrWHwkKYFcA9xIsF5UsEHAusAoLmNwE3EjHCYCEVWBBnvHAN8QHQxqw7JCx2HOl7JB4ftHrxOyQTIteO9i51YfOseyatJ5fj2Yv4t+HrwNPYJ+FLjABBcxEREREREREREQ6PL8eQ1g9uQmAPOId58kkbeUEAYE/JmmvIn4Ccn86ZgAk0WBgNPac1BEfEJkHTMae96p8DbBA+UWvK7Ei6v2x4EaqZY0iWL2ZXinapWtzgDOAZ7Al+cLvw7H5G5aIiIiIiIiIiIi0tVwEQCoJln86LMU+f/LaP8rgeJ0lABLWDRiOXW3+HfGTsPVY3ZQxWHaIxPOzQ/xljXpjyxwVe219URBJ0osCA4GnCTJB/pzPAaWxLfAf4AcsYPMtMBHYoJXHjQCnAa8By4GVWFbaaDLLgDkBeBFYimXsfQBcRGaf0Q5wFPA49rjqgbnAC8Al2OejiIiIiIiIiIhIzuUiAPILgsn86hT77JXBPr7OGABJNAQLeDxJ06vSZ2OBkhGoLkEiPzukClgX2AJYm8yKXkvXVAT8FHgfe38tAHbN64hSO4bg82A18HXo7yXADi08bhHwGPH1ieaF/n6a1J+1DvCv0L6LsOCF//ebpP+c6o4tORb+jIsl/D2whY9LREREREREREQkrVwEQM7wjrE8zT7hAuy7NHO8rhAACavGnv8JxE8sutiV1k9iwZLN8zXAAlSGLY3VzbuFi153RzUdxJQCewNzsPfT58DGeR1RapsQFGWfQBBUWAv4n7f9e+z8ztZYgs/oQ0Pb98ECGi5wbYq+Z3rttVgWiF9jZ2dvPC5WUyqZCEHWzXxgFJaxBVavZy/gVmCd7B6OiIiIiIiIiIhIZnIRABnrHePrNPtUEUzqH9LM8bpaACQsgi2BMwZbFssv1OzfZmGTo8Ppes+NrxvQj6YF0h0sMNLDa+/n/a7skK6pAjgaW7LJxd5PffI6ovTuwsb5BkGQwdcDWzrKBS7I8rjVWODDBX6bpP0YggBHYiCiFAtcpKrfNNRra8SysRL5wZOlwKZZjltERERERERERKTVchEA+bt3jHfT7OOE7uv4Zo7XlQMgifpgr81koIb4YMhKLDtkNDAgXwNsZ1XYFeTRDPYtwq6WD2eHdMuwr3RslcB5BJ85/wJK8jqi9MoIghSpPh+voPnP2WRGEiyhVZ6kPUqQyXFmQtsB3vY1WO2dZD709kmsqRIBvvHaxmQ5ZhERERERERERkZzIRQBkHM0XOI8SZDMc3czxFABJLoplh4zFihcnrqM/CxiPXZVdyJO9LeEAvbAgRkuyOSIE2SH9seyQKuz8UnZI5+GfJ1cS1JoYS+G/xrsRvI9TLQcVrrXUK4tjT/L6PJ5mn3u8fR5M2H4VQZ2PVK739nkhYfvuBK/BWlmMV0RERApQYnqqiIiIiEhXssL7ma64eS+CfzevSLOfpNYIvI1N6G6HTSqeCEzBlpgZDJyNZYXUAFOxNffXy8NYcymCXX0eI8iCyVYMW+JnKbakz2JvW3csIFKNLZmk7JCOKwKsDdyBLRO1BjiJYIm+QubX96nD6gAlMzv0+2YtOPbXafbxj51YZ8j/+6sW9N3J+/kFVnD9COAh7DPsJSxwMiTNcUVERERERERERFotFxkgJ3nHqEuzz2YEVy9v1czxlAGSvSh2Ffk4kmeHzPTahtK0dkYhK8KyNSqb27EV/OyQnlgwpK93fzr3Oo4irIj4K9j5XoMVP+8oLiUocp5KuI7SYVkc+yuvz2Vp9jnH22dRwvY3ve23pOl7XGhcRaHtt3rbZgD3E/955N8asCX8RERERERERERE2kQuAiA7EExoDUqxzyFeez3J16EPUwCk9QZi2R/3ExSB9m+LvO2jsCvmC1UpFpBo7nzJtWIsANLHu/9eWHaIMv8LUwmWbfAFdn7Ppmk2QqHLZBlBB8tqcbG6Hpn60etzbpp9TiCo9RH2sbf9ijR9w5/XPUPb/00QGHeBe7HMtZ7Yd8aDBEtk7Z/ZQxEREZF8KWp+FxERERGRTuttbFK9NzCM5FcL+xNcLwCr22lcXdnXwETvVoZlhwwFhgNbYAGvEdhr9S7wFDANu4I+1v7DbaIcu+J9MU0nZdtavXdbjgU9SrHnsBJbhqzOu7X3uKSpMuy8vhP7/HkTO8fnt8N9n0z6oEI6lwCPhf72l+hqrlaJ357Ne9Q/droAnr/0W+JSYZmMK3zc8Lj8PiXYkld+pgjAG9jnz7PAHlh2yvQ09yEiIiIiIiIiItIimWaAVAG/924bJWn3C+F+TtMr9jfAJpMzvXJZGSBtazCW/TEVC0aFs0MWYNkhI8mu0HIuVWLLXhXihWYlNM0OKUfZIfnQDTiV4Bx+GMvUaS9jSL6sUya3ExOO9Qdv+w9p7q9XqP+hWYxzttfnL2n2+Z23z8KE7W942yek6TuSIJMjXEPn9tB4D07R98hQ375p7kNERETyrBD/YS4iIiIiksyJWPFsnz9xewg2Me67DVtH31cN/N37fRbwZcJxx2FX+G4M/Bc439tvW+BmrNj0u8A9ScZUCZwe+nvT0O+/x9aJxxvPbckflmRhNkF2SDmwK3YV/aHYc+9nhzQC72GZIVOBd2jbYtIO0AP7/9VCCiMTJdFg8cpeAAAacElEQVQa77Ycm+z1s0OqCLJDarHAorSdHsAZ2KS+A9yAZWO05zkzAVvGqSUSM1T8wue9sceT7H3WO/R7ulohieZiSxP2TrNP79C+qcbVXN/52HsgsS/YUlrJfOr9dLBl+xakuR8REREREREREZFmvUVmVyhvmtBvYKgtVQHeXQjWm0+8zQTWT9Fv3QzH9GmK/pI74eyQWuKf//nAZCw40iPH9xvBJlJ70fwyQIXIwYIhldiV7P2xWgdldMzHU6gcLDvonwRFtM/O64hyY2eC99mAFPvsR5AtUZXFsSd6/Z5Is89/vH3+k7D9Cm/7u2n63uTt80zC9qMIHtPgxE6eLUL77JDmPkRERCTPlAEiIiIiIh3FjcRngKSSeCXuYuCP3u+pruZ9BfgJNoG+O5Y1MheYgU1Ypqr9sQy4MIMx1TS/i7RSODukAgtqDceCXutjxZJPwK70fg0LlDxF67JDoti5UoedCx2RX+y5jvjskAosEFIfald2SMtEsXPwNixjaSVwLPG1NDqqt4GlWGBxH+COJPvs6/18g+zeJ89gS4XtjGXirUhoLwb28n5/OqHtaeAiYEvse2NeQrvjjTdZ32ewz4koFlCfnWRsm3k/XeCb9A9DREREREREREREpO0MBkYDT2LLQIWzQ77ClgQagWVBZKoYy5Zoz9oN7c3PDqnCshf6YRPdyg7JXDHwU+ADgloZ2+V1RLnnZ2p8gD3esL7YsnAucFaSvltiwaAjkrRVYgFsF1tSMNEpXtsKmtbhKAa+89qvTNL3EK+tHtgwSftjXnuqAucveO1vpWgXERERERERERERaXfdscyQCcAc4oMhq7EgyRhsiZtkfoIVrd6PrlfoPooV8K7Grqqvxp5PrSyQXCnwc4Lz7CNgg7yOqG1sgGUPucAUYB1v+2bAq972WVjgLNFYr31pimOf77XXYtkgxdh5eCwW+HCBy1L0/RXBcmO/8+4/ghU2X+S13ZKi75YES+mNJ1jeaxD22eEv6XVAiv4iIiIiIiIiIiIieTcEC3g8iV0NHg6IzMImO4djk6dDsYlaF/hTPgZbQBzsOemBskOSqQCOwZZ8crFllnrmdURt6wCCgIQLrAr9Phd7nyUzlvQBEIegboqfsRHO4pqCBURSuSa0bwPx9YGeJHlQxndEwuMI920AzknTV0RERERERERERKSg9MaWwpqALVUUDobUYVd8u8A00k+cdkVFWDZIODukG+knpzurSizjwA+o/RMoyeuI2sfGWGHxD4HvsfogfwH6pOlzIJaFcW0zxz4ce9/NAr4G/odlgWQSbBuGZW19AXyL1f45hczOzU2xx/QBFsj5CKvl8tMM+oqIiIiIiIiIiIgUpAiwLZYd8hLxwZDE7JCuthRWcyI0zQ6pwp6nzpwd4gC9sJoT/hJJY+ncj1lEREREREREREREOrhBwAXAZILCzP5tJbaczmhg/XwNsIAlyw6poHNlh0Sw2hcPE2QMHZ/XEYmIiIiIiIiIiIiIZCmKZYeMBd4iWBornB0yHqsZUpyfIRascHZIf6AvtmRUR86iKcJqXLyNvf41wF75HJCIiIiIiIiIiIiISC70B0YC9xMUSfdvy4GpwCgsQ0DiFWPZIb3pmNkhJcDuWF0KF5gNbJ7PAYmIiIiIiIiIiIiItIUiYDdgHJYdklg7ZKbXNtTbVwJ+dkhPOkZ2SBlWnNtfEu11bNwiIiIiIiIiIiIiIp3eICz7435gGfHBkIXe9lFY9oPEK8YCIH2wwEIvLDskks9BeboBZ2G1PlzgIWxsIiIiIiIiIiIiIiJdTjmW+TEO+Jj4YEgjljEyDssgcfI0xkIVwZ6/XlgwpA8WHCnJw1h6AlcR1H4ZT2EEZURERERERERERESkgyrF6itsiRXRzpSD1d/YFtiQwqkvMRjL/pgK1BIfEPkRyw4ZiU24S7wSmmaHlNO2gQgHy9T5N/YaNQBntuH9iYiIiIiIiIiIiEiedQd+DlwA/Af4Eqjxbt1ydPwbiF9Cqh54FBiYok81cAowHVhFfHBhKXAr0C8HY8uVCiw7ZDzwDfHjbcCyQ8ZiQRxlh8SLYs9fLyxA4WeHFOf4PjYCXsBekxXA8BweX0REREREREREREQK0Jk0Lfbt37q38tjlWHFpF1gDzAAewYIrLrAAm5hOdDHxAYSZwKvA/ND271P0LQSDgdHAkwR1JvzbPGAyMAKoytcAC5SDZQpVYkXU+2MZNGW0PHBUDGwHfIo9/3OxQJSIiIiIiIiIiIiIdHJnAl8BU4ALgUvIXQDkSoJAx1ah7b2A17y2l5P0uxj4DPgNTYMER2NX8LvA860cX3vohmUbTAC+Iz4YUg+8BIxBk/LJ+Nkh1Vh2SG/snMw0O6QUGEYQOPsQ2CD3wxQRERERERERERGRQpRYd2EouQmA9CBYvuqUJO2bYsXDXWwJrrB+ScYVdlZojANbMcZ8GIIFPJ7EsmLCAZHZWKBkBJYFIQE/O6QKOz/6YedYGRYo2YL4+jAVwInASuy5fYrsas+IiIiIiIiIiIiISCeTqwDI0d4xVmJLYSXzrLfPzVkee0OCMSYGTzqSaizYMQFbmikcDFmFBUnGYMXjJV4Uy66pBv6CPWeLsCLnpwBXEATYJpHbmiIiIiIiIiIiIiIi0gHlKgByvXeMF9Psc7m3zztZHntzgjF2lqWjIthjGYMti+VP3vu3WVigZDiWCSGBvYAvaFrDJoYVnxcRERGRDqgo3wMQERERERFJYVPv5/dp9vHbNk2zTzJHez9rgA+y7FuoYsDb3u1KoA+wNxbwOAgrrD7Ku60CXgGmAQ8D3+ZhvIXkOewc2g24lSBANha4LG+jSm0d4BhgS+z/9bOA+4BPcnDs3YBDgXWxWjmvA/cDyzLoux1wBLA+UAe85Y2rppl+pcDh3n338fZ/FXjQG4OIiIiIiIiIiIhIQchVBsgbNL+81YjQfZVleNxNCeo6XNCK8XUkUSw7ZCw2KR2jaXbIeOy1K8nPEPOqCKut8g7BUlh75nVEqR0DLKdptkoDrctWKcWW/0o8rgt8B+yYpm8EuCVF3x+x8yqVnwFfpej7TTP3KyIiIiIiIiIiItKuchUAmekd468Z3lffDI7ZC7tK3gVeputmxfcDRmJX9i8hftJ5BTAVyxRZL18DbEclwB7YZLsfDNosryNKbQ+CwvcPYBk+OwN/J1jy7PQWHvs2gtf/PGB74EAsU8gFFpD6fLjC26cOuBQLWuwLPOFtX07yOjQbAAu9fWYCJ3l9R2BF512vfWALH5OIiIiIiIiIiIhITuUqAPKed4xr0uwzPHRfPZo5XjesnoiL1XtYuxVj60yi2NJD40ieHTLTaxtK5ysEXo4t2bQYe6yvYcGhQuRgy5u52NJQTkL7xV5bDdAzy2NvQ/C6H5jQVgZ85LXdkaTvICzw4QInJrRFCd5zjybp+0+vbT4WnEzs6wdf7snwcYiIiIiIiIiIiIi0qVwFQPyJ0zvT7HMiQbHqaJr9KoDnCZbVGdCKcXV2A7HsD7/uQzgYssjbPoqOH0CqBM4myKh4EAuIFKrtCF6HZNkUZQTZFKdmeex/EGRFJXOU176apu/pP3ttn9E0KAPwc6+9kfhzpogg++jCFPe7r9deD/Ru7kGIiIiIiIiIiIiItLVcBUDu9o7xWJp9zvP2SVfEu4xgKZ45wIatGFNXU4a9nuMIliTzb41Yxsg4LIMkkqcxZsvBsg2uIngs4yn88V+KjfXzNPvc6+3zcJbH9mtwpApEdMeCEC6WdRXm1+q5OkXfCEGg41eh7esRPP/DUvTtG9rnuLSPoO38HAv63Q9c1A79REREREREREREpIDlKgByoXeM2Wn2meTt83iK9hKsnoW/zM4WrRiPwGAs+2Mqlg0QDogswCZ7R9J0OaNCEcGyEP5DUDj8jLyOKHP+mB9Ks89FBEu8ZaqS1MtfhX3u7ROezI9gNUNcrH5HKi/TdDm7wQTnzm4p+pWH9rkyzfHbUm+Cc72WzGoNAcwgGHvi0mAiIiIiIiIiIiLSQeUqALJ16Dg/SdJeDPzgtZ+Zov1Rr/1HYEgrxiJNlWOv9Xjga+KDIQ1YdshYYFuSL43U3qLAxgRLqy0HDsrriLLzOjbu29LscyrBklGZGkLwuu2UZr9XvX0mhLb1C/VNzAwJe4xgmTFfd4LC7SMzGNv9aY7f1iaHxnFuBvsPInhsi7El+ERERERERERERKQTyCYAsis2gT4eqwmQ6E2Cq94TJ9FHE0xkJ16VHQXuI5iA3Cbz4UsLhbNDaokPiMzHJpFH0Hyx+rZQjNXQ+NQbz1wsMNORfIyN/W9p9vklwXNeluFxdwr12TjNftO8fe4Nbdsw1HeXNH39YudPJGx/y9v+XIp+l4eOPz3N8dvazqFxfELzAb2/hvYf37ZDExERkXSS/QdDREREREQkG5XEr/+/buj3GwiuRl8IXJLQdyusEDXAGCxzIOw84GngMGwJoBuAld7fF3v7XIYtvxQ2FivcDFa74rQ04/8X8EqadsnMbGCid6vAJsSHY6/V+sAJ3q0ReA0LlDwFvINNFLeVMmBv4E4sY+EjbKmndHVjcmUU9thb4i9AXejvYu9nXZJ9fatDv5digajmFId+T7e/f+zSHPUFuBa4B9gTe7yXYUXpHexcuSC0b0ma47e1V7HzdBtgM2zJrhdT7FtE/HJg6TJ2REREREREREREpMCFl8FJd5uVpO9vaf6K9aOxLI/E48WwugDJrsa+JcMxJRZmlrYxGMvYeRKb4A4//19hyyqNwIJpudQNm4xe6d3Xk7RvBsprZH4eJt6qEo71Hs1nFBwf6p/pBY/bhvpslWa/Z7x97gxtGxDq+4s0ff36JdOStN0cOkYtFqBa5v39NfA/mi6flQ+jCMZ5V5r9Dg/t91I7jEtERETSUAaIiIiIiIi01nLSZ1j4liXZ9gxBACJV3YL7sKutj8dqgZQBX2KTqu+l6HMv8G4GYwJlf7SH2QRLnXXHMjIO8m4DscnlUdgE+EtYZshUbNmnlqoCzsKyCiLAJOA3ZFcfo7VupOUT94kZFTXez+o0ffy2pTTNpkplUZL+yfiF7WtC22qwiX6nBX19ZwDPYnV8dsDqfvwI3A38EXufA8xJc/z2cC9wFRZAG4HVAlmYZL9TQ79PSNIuIiIiIiIiIiIiIl3EEGz5syex4ERi1tAEbCmtTGtaOEAfbOkhP1NobE5HnB9+VtPTafYZ5+3zehbHjQCrvH7HptlvvrdPYrBzjrd9dJq+M719EpfASya8rFYUWOL1PSGDvm3tJoJz85wk7Sp+LiIiIiIiIiIiIiJJ9caurp8A/EB8MGQVFiQZDWyQpG8JtpzS4wTLJtWSflK/IzkRe0xLSV0P40VaVnj7ea/fzSnaNyF4HX6a0PaAt/3+FH17EwQF0i2TlcxBBK9jnyz7toXNsYBaqmLo4eLn17Xv0ERERERERERERESko4hg9SnGYMti+RPP4eyQ8cBQoD+2jJKLLf3kYks77dHuo247vbFAgAscl6R9M4LnKNnjLgXKic+w8I32+i3AlihLdKXX/kWStmMJAlT9krT/3mv/McV9p1JGUPdkUhb92pofLHKB3UPbi4DvQ21D2n9oIiIiIiIiIiIiItIRrQ2cDEwhWBbJvzUm/PwC2Dg/w2xTN2KPby6waWh7L2zZq3SFt9+naRFzX3eCJa7uJT5Q8Qugzms7OUnfYuz5drHsm/JQ2/YEBc0vSNK3zDtmz4TtGxEUXV9A8sBKvhxNcN5NDm3/ZWj783kYl4iIiIiIiIiIiIh0AsXAXlhmwqfEB0PeoTCWS2oLlQSBjFpgGrb01CKCYMFGKfqmC4AA7Aus8fb5BguEPEsQVJqCZeUkswOwkiA482/gCYKaLk+RPPuj0mtfA3zm3d/HBJksC4FtUtxnvpQA87DxrSYo/u4vu9ZcLRURERERERERERERkYxtDVyDZSB0y/NY2loPrEaKH3Dwl/16DBiYpt/T2MR9uvogOwOvER9QWgD8EVviKZ2tgOeIX6psMXAVqQvYl3rjXp5wn0uB24G1mrnPfLmC+GLoAwiWXltI6scrIiIiIiIiIiIiIiLNqMDqTGyNLYGVS/2B7bC6Is0FPhL1xbI2tsACHJkoBgZhS2ZtRna1QvIhHPD4hPji59fkcVwiIiIiIiIiIiIiIiKtMpUg6LHK+xkjvjaLiIiIiIiIiIiIiIhIh3IA8ct2uVgNExERERERERERERERkQ4rAswmPgBydF5HJCIiIiIiIiIiIiIikgMXEgQ/fiTzmiciIiLSTrItZiYiIiIiIiKSqD/wE6Ac+AqYmWG/gcC6QB9gjdf3c6yWgkihqw79fidQl6dxiIiIiIiIiIiIiHQ5fYHjgeuBF4EVBFesr5uD4/cB7gUaiF8K6CNg1zT97gPm07SGggt8DYwCnByMT6StlBGcwzFg4/wOR0RERERERERERKRrGUnyIEMuAiCVwPvesZYB/8QCLR9722qB3VP0Xert8wXwNHA/VkDa3+4Cf2/l+ETa0qkE5+qjeR6LiIiIiIiIiIiISJczAngZGI8FQ44ndwGQq7zjzAM2DG0vAqZ4bbOAkiR9j05x/z2xYIh/Vf1PWjlGkbbQD5hL8F5Kl+0kIiIiIiIiIiIiIu1gB3ITAOkOrPSOc0qS9mqC5baOzfLY3bBaCi4wuhVjFMmlM7Gi5zdhQT//ffRkPgclIiIiIiIiIiIiIiZXAZBfeseowwIWydzn7fNAC47/ldf3vBaNTiT3fqDpMnI/AIPyOSgRERFJL5LvAYiIiIiIiEiHs7338yMsEySZV72f22V57AHeDeCNLPuKtLWVwAfArdj74Kv8DkdERETSKcr3AERERERERKTD2cT7OS/NPn7bAKAcWN3MMcuxoulXYxfrPQC81IoxiuTS2vkegIiIiGRPGSAiIiIiIiKSrZ7ez0Vp9vHbHKBHin3OA2qAJcAqYIa37xisULqIiIiISIspACIiIiIiIiLZqvB+Lk2zz5LQ76nqhJQDvYgPkFQDm3s/RURERERaTAEQERERERERydYa72eqwAZA99DvtSn2+SuWIRIB1gOOBb4HTgJew4IjIiIiIiItogCIiIiIiIiIZGuZ9zNdlka4bXkzx3OxwMe/gR2Bb4DBwIUtHaCIiIiIiAIgIiIiIiIikq3Z3s8+afbx2xYSBEwysRR4xPt97yzHJSIiIiLy/xQAERERERERkWx94P3cEoim2GfrhH2z8Z33s18L+oqIiIiIAAqAiIiIiIiISPamATGgCvh5kvYi4GDv96ktOP4O3s9vWtBXREREREREROT/2rt3ELmqOI7j36ziA99B3WiCYGGlREEUfKHBUmKlIsTCzkaJBERBUEQI1oKFfRrBF4iKRSQhjaigjWjjmxgfiI9CTTTG4k6YybqP7Ca7g/j5wIV7zzn38h+YZuZ3zzkAwP/M9Q37bRypNi4x9pbq5dFx3jz9L4+e8151+py+R0d9v1YXzem7psVndtxbHR7dv32JGgEAYEHrpl0AAAAAq+a06vWJ63Mbz67YVx0cnf9S3TXn3m3VrtH5huq7Of1XVO9W5zeEIM9WP1d3VA80/N7cPmqf9Fj1VLWn+rj6ovqr2lTdXN00GvdOdWt1aOmPCQAAAADAcpxT3T1xXHIc92yeGH/nEmNhtZ3ReMbHYscP89y7baJ/doHn39CwTNXc5x1qCDrmc3/12yK1HKyebwhrAABgxcwAAQCAxe1q+CO4hrfdb2nhN9I3VR9UF46uH6yeW9XqYHEzzb9Hx1x/VnvntM1WV43O97Xw9/7Mamt1dXVW9Wn1auONzOdzRsNsjysbgsWzq5+qj6rdzR/IAAAAAABwEp1dfdL47fRnFhh3asOfxEfHvbgm1QEAAAAAAKzQ5ur3hmDj7+Zf2mpn4/Djy2r9mlUHAAAAAACwQg81Djh+rC6b6NvSsInz0b0Pbljz6gAAAAAAAFbopcYhyN6GZa9mqwMT7TumVh0AAAAAAMAKnF991jjs2Fm9PXH9WrVuatUBAAA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- "image/svg+xml": [
- "\n",
- "\n"
- ],
- "text/html": [
- "\n",
- "\n"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "states = [CartesianState(u[begin:begin+5]) for u in trajectory.u]\n",
- "stms = [CartesianSTM(u[begin+6:end]) for u in trajectory.u]\n",
- "\n",
- "Φ = last(stms)\n",
- "\n",
- "for (u, ϕ) in zip(states, stms)\n",
- " _orbit = Orbit(diverge(u, ϕ, Φ), AstrodynamicalModels.parameters(orbit))\n",
- " _trajectory = propagate(_orbit, 2 * period)\n",
- " \n",
- " plot!(figure, _trajectory; idxs = (:x, :y, :z), label = :none)\n",
- "end\n",
- "\n",
- "plot!(figure; title = \"Invariant Manifold About Sun-Earth L2\")\n",
- "\n",
- "figure"
- ]
- }
- ],
- "metadata": {
- "kernelspec": {
- "display_name": "Julia 1.10.4",
- "language": "julia",
- "name": "julia-1.10"
- },
- "language_info": {
- "file_extension": ".jl",
- "mimetype": "application/julia",
- "name": "julia",
- "version": "1.10.4"
- }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
+version https://git-lfs.github.com/spec/v1
+oid sha256:2e6ccbc0bf213bac98665925c9c28dbe08a1b666d7792aa2bc037e1fc2f9c46b
+size 6426567
diff --git a/paper/notebooks/representing-orbits.ipynb b/paper/notebooks/representing-orbits.ipynb
index 278416d8..aa984072 100644
--- a/paper/notebooks/representing-orbits.ipynb
+++ b/paper/notebooks/representing-orbits.ipynb
@@ -1,507 +1,3 @@
-{
- "cells": [
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "# Representing Orbits\n",
- "\n",
- "Any point in any gravitational field can be described by an `AbstractOrbit` for the \n",
- "purposes of `GeneralAstrodynamics`. Every `AbstractOrbit` should provide the \n",
- "_state_ of the body in the gravitational field, and a _system_ to construct the \n",
- "gravitational field. The `AstrodynamicalModels` package provides representations\n",
- "for orbits in common astrodynamical systems, e.g. the restricted two-body problem,\n",
- "the circular restricted three-body problem, and the N-body problem. To illustrate \n",
- "how orbits are represented, let's walk through an example in the restricted \n",
- "two-body problem. In this scenario, we can describe a massless particle in the \n",
- "gravitational field of a spherical shell with mass $m$.\n",
- "\n",
- "## Dependency Management\n",
- "\n",
- "The following dependencies are used in this notebook.\n"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 22,
- "metadata": {},
- "outputs": [
- {
- "name": "stderr",
- "output_type": "stream",
- "text": [
- "\u001b[32m\u001b[1m Activating\u001b[22m\u001b[39m project at `~/Projects/Astrodynamics/GeneralAstrodynamics.jl/paper`\n",
- "\u001b[32m\u001b[1m Resolving\u001b[22m\u001b[39m package versions...\n",
- "\u001b[32m\u001b[1m No Changes\u001b[22m\u001b[39m to `~/Projects/Astrodynamics/GeneralAstrodynamics.jl/paper/Project.toml`\n",
- "\u001b[32m\u001b[1m No Changes\u001b[22m\u001b[39m to `~/Projects/Astrodynamics/GeneralAstrodynamics.jl/paper/Manifest.toml`\n"
- ]
- }
- ],
- "source": [
- "import Pkg\n",
- "Pkg.activate(joinpath(@__DIR__, \"..\"))\n",
- "Pkg.develop(; url=joinpath(@__DIR__, \"..\", \"..\"))\n",
- "Pkg.instantiate()\n",
- "\n",
- "using GeneralAstrodynamics, DynamicQuantities, StaticArrays"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## State Vectors\n",
- "\n",
- "One of Julia's most popular packages --- `StaticArrays.jl` --- provides as \n",
- "`FieldVector` type that allows users to create performant labeled vectors. The\n",
- "`AstrodynamicalModels.jl` package provides `FieldVector` sub-types for common\n",
- "state and parameter representations in astrodynamics. Two such state \n",
- "representations are the `CartesianState` and `OrbitalElements`. Both types \n",
- "provide convenience constructors with keyword arguments, and allocations\n",
- "without initialization.\n",
- "\n",
- "The `CartesianState` type represents a position and velocity in three-dimensional\n",
- "space: $x$, $y$, $z$, $\\dot{x}$, $\\dot{y}$, and $\\dot{z}$. Note the convenience \n",
- "constructors shown below. This type, and all other state vector types provided by\n",
- "`AstrodynamicalModels`, is `mutable`. "
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 23,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "CartesianState with eltype Float64\n",
- "\n",
- " x: 1.1e6\n",
- " y: 0.0\n",
- " z: 500000.0\n",
- " ẋ: 0.0\n",
- " ẏ: 10000.0\n",
- " ż: 0.0\n"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "CartesianState(x=11e5, z=5e5, ẏ=1e4)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 24,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "CartesianState with eltype Float64\n",
- "\n",
- " x: 0.0\n",
- " y: 0.0\n",
- " z: 0.0\n",
- " ẋ: 0.0\n",
- " ẏ: 0.0\n",
- " ż: 0.0\n"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "CartesianState()"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 25,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "CartesianState with eltype Float64\n",
- "\n",
- " x: 3.0665334336e-314\n",
- " y: 5.0e-324\n",
- " z: 1.5714e-317\n",
- " ẋ: 5.0e-324\n",
- " ẏ: 4.0e-323\n",
- " ż: NaN\n"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "CartesianState(undef)"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "The `OrbitalElements` type defines a Keplerian state with traditional orbital elements: \n",
- "eccentricity $e$, semi-major axis $a$, inclination $i$, right ascension of the ascending\n",
- "node $\\Omega$, argument of periapsis $\\omega$, and true anomaly $\\nu$. "
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 26,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "OrbitalElements with eltype Float64\n",
- "\n",
- " e: 0.99\n",
- " a: 1.0e6\n",
- " i: 0.0\n",
- " Ω: 0.0\n",
- " ω: 0.0\n",
- " ν: 0.0\n"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "OrbitalElements(e=0.99, a=10e5)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 27,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "OrbitalElements with eltype Float64\n",
- "\n",
- " e: 0.0\n",
- " a: 0.0\n",
- " i: 0.0\n",
- " Ω: 0.0\n",
- " ω: 0.0\n",
- " ν: 0.0\n"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "OrbitalElements()"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 28,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "OrbitalElements with eltype Float64\n",
- "\n",
- " e: 2.03e-322\n",
- " a: 4.96255345484001e228\n",
- " i: 6.807402956851786e199\n",
- " Ω: 9.701582850788981e189\n",
- " ω: 2.1162700550059405e214\n",
- " ν: 6.2145277554479345e175\n"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "OrbitalElements(undef)"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## Parameter Types\n",
- "\n",
- "Dynamical systems may be defined by their equations, states, and parameters. \n",
- "The parameters describe how the specific instantiation of a general system \n",
- "will behave. Parameter types for all systems provided by `AstrodynamicalModels.jl`\n",
- "are available as `FieldVector` sub-types, though this may change (with a major\n",
- "version bump) in the future to better conform with `ModelingToolkit.jl`'s \n",
- "`v9` release. All parameter types are **not mutable**, therefore they have no \n",
- "uninitialized memory constructors. \n",
- "\n",
- ":::{.callout-note}\n",
- "\n",
- "This interface may look familiar to you! We are following the SciML organization's\n",
- "_solver interface_, where any `ODESystem` is defined (mostly) by its states,\n",
- "parameters, and equations. \n",
- "\n",
- ":::\n"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 29,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "R2BParameters with eltype Float64\n",
- "\n",
- " μ: 5.0e11\n"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "R2BParameters(5e11)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 30,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "R2BParameters with eltype Float64\n",
- "\n",
- " μ: 1.0e7\n"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "R2BParameters(μ=1e7)"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## Dynamics\n",
- "\n",
- "Within `AstrodynamicalModels.jl`, dynamics are mapped one-to-one with parameter\n",
- "types. No two systems may have the same parameter types! To recover an `ODEFunction`\n",
- "with a system's equations of motion, try the `dynamics` method."
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 31,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "CartesianState with eltype Float64\n",
- "\n",
- " x: 0.9560323290768354\n",
- " y: 0.6378002185832633\n",
- " z: 0.733863458978701\n",
- " ẋ: 0.3759268268204885\n",
- " ẏ: 0.8662613119506547\n",
- " ż: 0.4776611433305632\n"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "rand(CartesianState)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 32,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "6-element Vector{Float64}:\n",
- " -0.20047416524420056\n",
- " -0.23012851587920408\n",
- " -0.8927694627193575\n",
- " 0.060723333253600464\n",
- " 0.013593251974973165\n",
- " 0.1830599389748437"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "earth = R2BParameters(5e11)\n",
- "\n",
- "f = AstrodynamicalModels.dynamics(earth)\n",
- "\n",
- "du = let u = randn(CartesianState), p = randn(R2BParameters), t = NaN\n",
- " du = zeros(6)\n",
- " f(du, u, p, t)\n",
- " du\n",
- "end"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## Orbit Types\n",
- "\n",
- "Finally, we have all of the pieces necessary to fully describe an astrodynamical\n",
- "orbit. See the `Orbit` type's documentation below, along with usage examples.\n",
- "Keeping the state and parameters tied together makes domain-specific calculations\n",
- "easier: for this, see the `AstrodynamicalCalculations` package! \n",
- "\n",
- "When a `R2BOrbit` is shown within Julia, its conic section is automatically\n",
- "computed and displayed. "
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 33,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "Elliptical Orbit in Restricted Two Body Dynamics\n",
- "\n",
- " CartesianState with eltype Float64\n",
- " \n",
- " x: 1.1e6\n",
- " y: 0.0\n",
- " z: 300000.0\n",
- " ẋ: 0.0\n",
- " ẏ: 1000.0\n",
- " ż: 0.0\n",
- "\n",
- " R2BParameters with eltype Float64\n",
- " \n",
- " μ: 5.0e17\n"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "orbit = Orbit(\n",
- " CartesianState(x=11e5, z=3e5, ẏ=1e3),\n",
- " R2BParameters(μ=5e17)\n",
- ")"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 34,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "6-element Vector{Float64}:\n",
- " 0.5688870324806231\n",
- " 0.20773839389773607\n",
- " 0.6107848389898091\n",
- " -0.7392318217719731\n",
- " -0.21888630690684702\n",
- " -0.49614552704070186"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "f = dynamics(orbit)\n",
- "f(du, rand(CartesianState), rand(R2BParameters), 0)\n",
- "du"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 35,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "0.99999771964915"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "eccentricity(orbit)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 36,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "OrbitalElements with eltype Float64\n",
- "\n",
- " e: 0.99999771964915\n",
- " a: 570088.3625503101\n",
- " i: 0.2662520491509256\n",
- " Ω: 4.71238898038469\n",
- " ω: 4.71238898038469\n",
- " ν: 3.141592653589793\n"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "cartesian_to_keplerian(orbit.state, orbit.parameters)"
- ]
- }
- ],
- "metadata": {
- "kernelspec": {
- "display_name": "Julia 1.10.4",
- "language": "julia",
- "name": "julia-1.10"
- },
- "language_info": {
- "file_extension": ".jl",
- "mimetype": "application/julia",
- "name": "julia",
- "version": "1.10.4"
- }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
+version https://git-lfs.github.com/spec/v1
+oid sha256:d2104587e71e6726ea2bb40cdcdc639e342cfe2b773f2e69029e88f7b18540f4
+size 12611
diff --git a/paper/notebooks/solving-orbits.ipynb b/paper/notebooks/solving-orbits.ipynb
index 7ba85e8c..948d00db 100644
--- a/paper/notebooks/solving-orbits.ipynb
+++ b/paper/notebooks/solving-orbits.ipynb
@@ -1,168 +1,3 @@
-{
- "cells": [
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "# Solving for Orbits\n",
- "\n",
- "While periodic restricted two-body orbits are simple to find, other dynamical\n",
- "systems require more involved methods for finding periodic orbits. Periodic\n",
- "circular restricted three-body orbits can be found using differential correction\n",
- "algorithms; these algorithms are provided by the `AstrodynamicalSolvers` package,\n",
- "which is included in `GeneralAstrodynamics`. \n",
- "\n",
- "## Dependency Management\n",
- "\n",
- "The following dependencies are used in this notebook.\n"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 1,
- "metadata": {},
- "outputs": [
- {
- "name": "stderr",
- "output_type": "stream",
- "text": [
- "\u001b[32m\u001b[1m Activating\u001b[22m\u001b[39m project at `~/Projects/Astrodynamics/GeneralAstrodynamics.jl/paper`\n",
- "\u001b[32m\u001b[1m Resolving\u001b[22m\u001b[39m package versions...\n",
- "\u001b[32m\u001b[1m No Changes\u001b[22m\u001b[39m to `~/Projects/Astrodynamics/GeneralAstrodynamics.jl/paper/Project.toml`\n",
- "\u001b[32m\u001b[1m No Changes\u001b[22m\u001b[39m to `~/Projects/Astrodynamics/GeneralAstrodynamics.jl/paper/Manifest.toml`\n"
- ]
- }
- ],
- "source": [
- "import Pkg\n",
- "Pkg.activate(joinpath(@__DIR__, \"..\"))\n",
- "Pkg.develop(; url=joinpath(@__DIR__, \"..\", \"..\"))\n",
- "Pkg.instantiate()\n",
- "\n",
- "using GeneralAstrodynamics, DynamicQuantities, Plots"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## Lyapunov Orbits\n",
- "\n",
- "Initial conditions for planar (lyapunov) orbits in circular restricted \n",
- "three-body dynamics can be found using the `lyapunov` function. The function\n",
- "takes in literal arguments: initial guesses for $x$ and $\\dot{y}$ values in \n",
- "normalized synodic coordinates, normalized mass parameter $\\mu$, and an initial\n",
- "guess for a normalized orbital period $T$. "
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 6,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "((x = 1.1, ẏ = 0.16470443657623401), 3.3860120504857383)"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "ic, period = let x = 1.1, ẏ = 0.15, μ = 0.012, T = 3.4\n",
- " lyapunov(x, ẏ, μ, T)\n",
- "end"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## Halo Orbits\n",
- "\n",
- "Initial conditions for extra-planar (halo) orbits in circular restricted \n",
- "three-body dynamics can be found using the `halo` function. The function\n",
- "takes in literal arguments: initial guesses for $x$, $z$, and $\\dot{y}$ values \n",
- "in normalized synodic coordinates, normalized mass parameter $\\mu$, and an initial\n",
- "guess for a normalized orbital period $T$. "
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 16,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "((x = 1.1199888930945694, z = 0.0009, ẏ = 0.17522969965552768), 3.414084689676494)"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "ic, period = let x = 1.12, z = 0.0009, ẏ = 0.175, μ = 0.012, T = 3.1\n",
- " halo(x, z, ẏ, μ, T)\n",
- "end"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## Semantic Solvers\n",
- "\n",
- "In addition to _literal_ arguments, you can also use a `halo` method with \n",
- "_semantic_ arguments: desired orbit amplitude and phase, lagrange point, etc.\n",
- "Internally, an approximate solution is computed using the Richardson expansion:\n",
- "see the `AstrodynamicalCalculations.richardson_ic` function for more information\n",
- "about the approximation used. \n",
- "\n",
- ":::{.callout-tip appearance=\"simple\"}\n",
- "Note that you can compute a periodic planar (lyapunov) orbit with semantic \n",
- "arguments by calling the `halo` method with keyword argument `amplitude=0`.\n",
- ":::\n"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 17,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "((x = 0.8241721649330443, z = 0.001110391755138505, ẏ = 0.12588421117451082), 2.744359251739892)"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "ic, period = let μ = 0.012, lagrange = 1, amplitude = 1e-3\n",
- " halo(μ, lagrange; amplitude = amplitude)\n",
- "end"
- ]
- }
- ],
- "metadata": {
- "kernelspec": {
- "display_name": "Julia 1.10.4",
- "language": "julia",
- "name": "julia-1.10"
- },
- "language_info": {
- "file_extension": ".jl",
- "mimetype": "application/julia",
- "name": "julia",
- "version": "1.10.4"
- }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
+version https://git-lfs.github.com/spec/v1
+oid sha256:d53c7c28fab4ee6fc3942b6375f5bef959e3061ac02a5fdeb767a4a9bcb909b5
+size 5003