{ "cells": [ { "cell_type": "markdown", "id": "9eb831f3-66b4-4601-9e84-fe801e7aa9fc", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "# Parameters class\n", "example from the documentation" ] }, { "cell_type": "markdown", "id": "61232ca6-bdc2-4617-ad53-fd3ccd4a38d0", "metadata": {}, "source": [ "The main model parameters are grouped in the python class parameters, see `openalea.hydroroot.init_parameter.Parameters`. The parameters may be passed to the class by reading a yaml file, see `openalea.hydroroot.init_parameter.Parameters.read_file`.\n", "\n", "There are two solvers in HydroRoot project. The first, used for the paper [Boursiac et al. 2022](https://doi.org/10.1093/plphys/kiac281), is a purely water transport model. The second is a solute and water transport model see [Bauget et al. 2023](https://doi.org/10.1093/jxb/erac471). Therefore, the *solute* category in the yaml file has meaning only for the second solver.\n", "\n", "
\n", " click to see an example of parameter.yml file\n", " \n", "```yaml\n", "archi:\n", " #if read_architecture is true then architecture will be constructed from the file(s) given by input_dir and input_file\n", " #otherwise the architecture will be generated according to the parameters\n", " read_architecture: True\n", "\n", " #Input architecture from scanned image (distance_from_base_(mm) \\t lateral_root_length_(mm) \\t order)\n", " #folder name\n", " input_dir: data/\n", "\n", " #File name:\n", " #may be a list of names, eg. [file1, file2, file3] wildcar may be used\n", " input_file: [Exp03_P2.txt]\n", "\n", " #seed used to generate an MTG, for a same seed we got the same MTG, if no seed is given a seed is generated randomly\n", " #integer, list of integer or nothing\n", " seed:\n", "\n", " #file names with length laws relative path\n", " #file format: \"LR_length_mm\" ; \"relative_distance_to_tip\"\n", " #laws used to generate lateral roots of the 1st order (1_order_law), and lateral roots of order above 1 (2_order_law)\n", " length_file:\n", " - data/length_LR_order1_Exp33_20-10-09.csv\n", " - data/length_LR_order1_Exp33_20-10-09.csv\n", "\n", " #length of the primary root\n", " #float or list of float\n", " #unit: m\n", " primary_length: 0.3\n", "\n", " #branching delay\n", " #float or list of float\n", " #unit: m\n", " branching_delay: 1.07e-3\n", "\n", " #branching variability\n", " #float between [0 ; 1], 0.25 means 25%\n", " branching_variability: 0.25\n", "\n", " #maximum roots order\n", " order_max: 1\n", "\n", " #vertices length\n", " #unit: m\n", " segment_length: 1.0e-3\n", "\n", " #part of roots without any lateral root, distance from tip\n", " #float or list of float\n", " #unit: m\n", " nude_length: 0.021\n", "\n", " #reference radius of the primary root\n", " #float\n", " #unit: m\n", " ref_radius: 0.525e-3\n", "\n", " #radius decrease factor applied when increasing order\n", " #float\n", " #radius lateral order n: r = order_decrease_factor^n * ref_radius\n", " order_decrease_factor: 0.36\n", "\n", "hydro:\n", " #radial conductivity\n", " #float\n", " #unit: microL/(s.MPa.m2)\n", " k0: 174.7\n", "\n", " #axial_conductance_data\n", " # - [x1, ......, xn]\n", " # - [K1, ....., Kn]\n", " #list of float\n", " #unit: microL.m/(s.Mpa)\n", " axial_conductance_data:\n", " - [0, 0.06, 0.13, 0.18, 0.23, 0.29, 0.43]\n", " - [2.301E-04, 2.266E-04, 2.230E-02, 2.196E-02, 2.172E-02, 2.577E-02, 1.954E-01]\n", "\n", "solute:\n", " #J_s: active pumping rate\n", " #float\n", " #unit: mol/(m2.s)\n", " J_s: 1.714E-07\n", "\n", " #P_s: permeability coefficient\n", " #float\n", " #unit: m/s\n", " P_s: 6.438E-10\n", "\n", " #Cse: concentration of permeating solutes\n", " #float\n", " #unit: mol/m3 or mM\n", " Cse: 13.96 #13.96 -> pi CTR = -0.034 MPa\n", "\n", " #Ce: concentration of non-permeating solutes\n", " #float\n", " #unit: mol/m3 or mM\n", " Ce: 0.\n", "\n", " #sigma: reflexion coefficient\n", " #float\n", " #dimensionless\n", " Sigma: 0.85 #\n", "\n", "experimental:\n", " #water flux at the root base\n", " #float\n", " #unit: microL/s\n", " Jv: 0.0\n", "\n", " #hydric potential outside the roots (pressure chamber)\n", " #float\n", " #unit: MPa\n", " psi_e: 0.101325\n", "\n", " #hydric potential at the root base (e.g. atmospheric pressure for decapitated plant)\n", " #float\n", " #unit: MPa\n", " psi_base: .101325\n", "\n", "output:\n", " #distance from the base for intercepts calculation\n", " # float or list of float\n", " #unit: m\n", " intercepts: []\n", "\n", " #factor to explore a k0 range\n", " # float or list of float\n", " radfold: 1.0\n", "\n", " #like radfold but apply to axial_conductance_data\n", " axfold: 1.0\n", "\n", " #number of run with the same set of parameters i.e. number of different seeds\n", " #integer\n", " #enable only if read_architecture is false\n", " run_nb: 1\n", "```\n", "\n", "
\n", "\n", "Few parameters may be set to lists allowing to run successive simulations.\n", "For list of number there are two syntax: [x1, ..., xn] or range(start, end, step).\n", "For example, range(0.02, 0.09, 0.02) or [0.02, 0.04, 0.06, 0.08] will give the same results.\n", "The parameter will take successively the values 0.02, 0.04, 0.06 and 0.08.\n", "The parameter *run_nb* would be useful with read_architecture = False and no given seed to generate different architectures.\n", "\n", "**Note:** Parameter is just a python class. It can not be used directly with Hydroroot functions, intermediary script should be used.\n", "We will give you some examples using scripts that be found at https://github.com/openalea/hydroroot in example or doc/examples directories.\n" ] }, { "cell_type": "code", "id": "b6cc47ef-4c99-4005-b041-b44dcb72312d", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [], "ExecuteTime": { "end_time": "2025-10-28T14:36:08.756878Z", "start_time": "2025-10-28T14:36:07.971926Z" } }, "source": [ "from openalea.hydroroot.main import hydroroot_flow, root_builder\n", "from openalea.hydroroot.init_parameter import Parameters\n", "from openalea.hydroroot.read_file import read_archi_data\n", "from openalea.widgets.plantgl import PlantGL # notebook viewer 3D\n", "from openalea.plantgl.algo.view import view # 2D view\n", "from openalea.hydroroot.display import mtg_scene" ], "outputs": [], "execution_count": 1 }, { "cell_type": "markdown", "id": "6d85c30b-723a-420a-8491-1da6c84f697c", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "### Read the yaml file and set the Parameters variables\n", "\n", "assuming that the code is run from the example folder" ] }, { "cell_type": "code", "id": "e8f87e3b-3e41-476a-9aa2-c2ad676606cf", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [], "ExecuteTime": { "end_time": "2025-10-28T14:36:08.770806Z", "start_time": "2025-10-28T14:36:08.762725Z" } }, "source": [ "parameter = Parameters()\n", "parameter.read_file('parameters_plant_01.yml')" ], "outputs": [], "execution_count": 2 }, { "cell_type": "markdown", "id": "11548f4b-dd19-43b3-b4e8-5ceff22b2684", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": "### Read the architecture file and build the MTG" }, { "cell_type": "code", "id": "62a1f2a1-0aa6-492c-8b6f-5c20a7ab3f28", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [], "ExecuteTime": { "end_time": "2025-10-28T14:36:08.959304Z", "start_time": "2025-10-28T14:36:08.812514Z" } }, "source": [ "fname = parameter.archi['input_dir'] + parameter.archi['input_file'][0]\n", "df = read_archi_data(fname)\n", "g, primary_length, total_length, surface, seed = root_builder( primary_length = parameter.archi['primary_length'],\n", " delta = parameter.archi['branching_delay'],\n", " nude_length = parameter.archi['nude_length'], \n", " df = df,\n", " segment_length = parameter.archi['segment_length'],\n", " length_data = parameter.archi['length_data'],\n", " order_max = parameter.archi['order_max'],\n", " order_decrease_factor = parameter.archi['order_decrease_factor'],\n", " ref_radius = parameter.archi['ref_radius'])" ], "outputs": [], "execution_count": 3 }, { "cell_type": "markdown", "id": "bcff9227-9047-415a-958f-6aaae3774461", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": "### Calculation of the equivalent conductance and the sap flux" }, { "cell_type": "code", "id": "36a30d5b-0a1e-4895-82da-7387a0462d7c", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [], "ExecuteTime": { "end_time": "2025-10-28T14:36:09.038265Z", "start_time": "2025-10-28T14:36:08.964790Z" } }, "source": [ "g, Keq, Jv = hydroroot_flow(g, segment_length = parameter.archi['segment_length'],\n", " psi_e = parameter.exp['psi_e'],\n", " psi_base = parameter.exp['psi_base'],\n", " axial_conductivity_data = parameter.hydro['axial_conductance_data'],\n", " radial_conductivity_data = parameter.hydro['k0'])" ], "outputs": [], "execution_count": 4 }, { "cell_type": "code", "id": "8cb74613-2f9c-418a-af07-8247f6d5b4a6", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [], "ExecuteTime": { "end_time": "2025-10-28T14:36:09.047637Z", "start_time": "2025-10-28T14:36:09.045149Z" } }, "source": [ "result=f\"\"\"\n", "primary length (m): {primary_length}\n", "surface (m2): {surface}\n", "total length (m): {total_length}\n", "flux (microL/s): {Jv}\n", "\"\"\"\n", "print(result)" ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "primary length (m): 0.10300000000000001\n", "surface (m2): 0.0004625701757655344\n", "total length (m): 1.6260000000000001\n", "flux (microL/s): 0.0028789143185531108\n", "\n" ] } ], "execution_count": 5 }, { "cell_type": "markdown", "id": "586c2790-a2a9-4500-9f59-8d0138ee606b", "metadata": {}, "source": [ "### Display the local water uptake heatmap\n", "\n", "to reduce notebook size we use here a 2D view but you can use the openalea.widgets `PlantGL(s)` to display an interactive 3D view" ] }, { "cell_type": "code", "id": "f6bd2388-a686-41b1-9c57-cdf66061afed", "metadata": { "ExecuteTime": { "end_time": "2025-10-28T14:36:09.575569Z", "start_time": "2025-10-28T14:36:09.092291Z" } }, "source": [ "s = mtg_scene(g, prop_cmap = 'j') # create a scene from the mtg with the property j is the radial flux in ul/s\n", "view(s) # use PlantGL(s) to display in 3D" ], "outputs": [ { "data": { "text/plain": [ "
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aUZfutCcFB3EkAkbgvuJZ+Phn2CGLU4UQf5PrWj3m9OnTREdH0717dlkuq9XKrbfeytatWwHYs2cPDocjV5vw8HAaNWp0pU1eEydOxN/f/8qjcuXK13PYQgghbqD1J+HJpXD/TeB1AV66t+B2aTZYtQeGPgZHWiVTGScTqIK1kLey+WhYCMJl9gDvELrfAnWrwgNAEJVIJYX52kWi/qpMzIlQfiGi0Nn2YQ2yvx0oTzms+LCWbSRiTCIFeMHoO2DNX/D6Kjh26VpfFSGEyO26Bu3R0dEAhIaG5joeGhp65Vx0dDTu7u4EBgYW2iav0aNHk5SUdOVx7ty56zlsIYQQN8DJi9B7FgxdAvc2geQIWDgEhrQpuH2GHWb/4WLPTXGUI51hlCOwiHoKc7iEjk6G2QXu1ejSDOpkzfm4YaUiOk+5gsEOd1CfI0Rhw1FgX4PrgVvWZL4fntxGczzxYxkbyMAGQKVA6H8zHIiExxdCVNJVvjBCCFGAv6VOu5ZnCb1SKt+xvIpqY7Va8fPzy/UQQgjxz5WYAd0+g1PeTt593M6rt8OOozC+4CxJdAWd33fi9cJx/EhjJOUoX9BWplmGYSOGVAIciTyxdjijv2lFVmwNwGuYuXTBwuy3fQH4CS/OYmIC29BRBXeaIw/fDy+qU4MLpDCFL1BZ11QLhtmPGJVkOn4AmQV/BhBCiFK7rkF7WJhRrDbvjPmlS5euzL6HhYVht9tJSEgotI0QQoh/r0wnVJ+owEPn4Yci8KpwAj9P2PkubBlR8DV1X1SkDzuGFu2H/Y1KRc6wj0OxihjcCMKkXJRLOkv0+ez67wBhgDnMht/LJyEe9gz2YPCBO4gnAQeFFEXI847ZmFDacSvpKJw5rgnzg3XPGwtvq70GtiLWtwohREld16C9evXqhIWFsX79+ivH7HY7mzZtom3btgC0bNkSNze3XG2ioqI4ePDglTZCCCH+fWJT4HQ8dJiv8AvQmfW8g5fdatKN+gD4eBh12/N+6XrhIiRtg7N96hH0agXmjSv8rSsFRSQx+OLCDV8yNMAEj9wBL/bNbqcBgboHGTYbVABVXmPwJROxLk8GsbLAvvUmcD4++2czJm6jKq1oxZvMIpnsuo9e7nD4LQi0QvcpcFHqJwghrlGpg/bU1FT27dvHvn37AGPx6b59+zh79iyapjFs2DDeeecdVqxYwcGDBxkwYABeXl707Wv8tvT392fgwIEMHz6cjRs38scff/Doo4/SuHFjunbtel2fnBBCiLLhbAI8Nhce+ArmP+ri05cy6a5Z0bL+U5i/jkH3vpBWXydsmA3MWpGbGH2NnaPAN1SgPGbsLnd2xrQGc+4PA1bMvB/dlpPjG0AS4ISjQ0xEJXQgCS8iSMvXd0YkdHkv9zENjXtoSiihzGQ10Tkq0GgaHB4PXzwJY1bBCVmcKoS4BqUO2nfv3k3z5s1p3rw5AC+99BLNmzfnzTffBODll19m2LBhDB48mFatWhEZGcm6devw9fW90seHH35Ir1696NOnD+3atcPLy4vVq1djNhdQuFcIIcQ/2tlEGLYK7G7w9kNOfvY6Q1e8ir3uEHYGzXMQUT+DYR87iHzOA9wLb38OB5sOpPPEUX/q4I4J6J7pz9AV0zlm19mn9NwX6MBZ4Bh06wihVSDix1T+UhX5mAI2/Cvkw4IJjSe4k7NcYPr5P5i6FiJis89XDoIhnWHRdjgcVezTFkKIAmlKqUJW3JRdycnJ+Pv7k5SUJItShRCiDItNh3d/gzqBEFZN52ToGVpioQOVipxhP3QMBn/m4FAVJy/dr3ghyJOKjTQWTIV7u+dvH4uL54jjh9kWpvoFYXvYzjzc+CFR45YnTtN91FpOtBjARxYPGmVdk5QCb8yHaTth/gsQmAaPjVWY/xdL3ZGXGEkF7iMIAKXAey5UPgNHJ+S/vx0HX8cfZtSyIKL2VuKO6lA5AKYPBPes9Pt9Z2HJboizwZTe4GO9ppdWCPEvUJqY9m+pHiOEEEIA+LhD/+bQpY3icOhhWuFGWyoWGbBfuAgPDoM9aRrD77PwfDlPPNHwsBYcsIORy75ut5n0T403vfW4SNWh13go71eO8TfdSlXdxZMux5U5dH9fuONm4DwQC706w9qPNJIXl+PwqDDeJ5rVWekumgarewAVC76/O2708m5C/0qVwB+63AQ/7oXOY+CRT4w2zarAgLbw22G4/ROjIo4QQpSUBO1CCCH+NlaLIjhU8S0naY4bt1ABSxFvPZk2aH47nA6AFyaYGVbegg8aLXuAq5AMykx0ehKDKdEb/bQFdDDjgRPYsVOhcYIQbTZT3TwJdWRwm+4i7fKXzE7ADmgKheLmJvDHYg0tAizqPNE4rpRzvLk8EFP4c/WzQs+up2h861H2Vv2F9ZNS+GwIfLMZHp9hBOl1QmHzSDhx3pi9F0KIkpKgXQghxN9CoYhDsQ8bI6hJN2pjofC1S4nJEJcEydWh/yIY76vhmTUjHx0NAUEFX9eIC1QmgHMdrIwZZRwzo6GAcjVi+f3Np4Gx+Gkmllt9CbclU9eZSaJSRl67C8ZrJzhEKpoGoeUg6VAQR0d3ZXamL2ux47pcu72Yuutt3atzj6sO3359K2mZPtQKg/Qv4IFbIGAYzNluvPFGTITm4yAuFVIzS/GiCiH+syRoF0II8bc4TTxLSeJOPDAVUyXm5Flo8T+oNRj6LYdPzLnfoExmOPxj/uuOYMeMmZ/w4I99GnM/N447gdRTDpyRFk546MAHAJg1jV89A6nrtNHWkckppUBBxgUrrgzjjm5mqBuuEfODidMfmhmcEslGUtA1RWYAnLhY+HPW0Bh/l8bTTU20n6+xI9KoD39nC5h6D8xZAd3Hw64TsHE4tHsXHp0jJSGFEMWToF0IIcR19dsp+DXjHBP4kVDii23/52F48HmIbgDPfAmz88T26zdBRgGz0b8rG/frsXRTgQC0bQMvDoa9uEhAET/SnURXIANC1oGjR65rf/Lwp77TxXCnDXSInlWFX07asaETFAALJwF2iP/Snfg5/jyTFskqkki4CCt2F/8aTOsJg2pCt88VJ0gF4InbYM97xuOrLbBuHzzXCaKSYMTXEJVYfL9CiP8uCdqFEEJcF3+ehtcWwtuHTjLNtZmeNKI3NQptHxkFr70Ng1+Hg9XTGDnRxXvW/JUVx34AzzwGpjzvWJ/oqdyNF1OwZs/i6/Cl7uQ0OmSA1xNpPKOmgp47Gd1d0/jUw4tHNM1IeVEwUztHKlnblyqM406oHBdE+vxQ3nY6cSsPof4lez2m9AEVD+N35N8S9ZMn4UwMJKRDOX/4YjMM/xriU0vWtxDiv0eCdiGEENfsVDR8th786yhC2kbwtE8z7qFpkSkx0THwzgzYXTGdV0fpjAzSCi3D/vzjuYP2JXo6+zQzAzRf3HPumqQA3MhUNtAVS/um87hpOqhT+foMMpm438MKtYFw0DFz+SNDnRow9FHAAfHHoHWVQC6+Xo54JyzdUfLX5bMHNJYvDuDtLbmPm0zwam8Y3BWe7gh3NYLFv8GDn4A9f4wvhBAStAshhLh24UHQuzdk3HKYx4Ircxt1MRfxFpOYDA8MArfumbz4lpMXQ7zxKaD9G+/B3hPkm34/rpkZrnlTLe81GriUjfiJFlQS3A6gEkHfW/BAnIAV8IAzo2vR/l4LLh0C/aF5QyADLhzQCGsGyZsVrIHtpPNpCdJ+NA163wRfPwHvroYPt+VvE+wF9zSDOc9A26qwYQfcMrHYroUQ/0EStAshhLgmCkWkeyxzyy2mIU5uoxZuRVSJyciEarfAeV8YOMvKuCBffLWC346iLoLLZgTAALpSLNXTmaPSqYwp9yz7lfHY0E+A9fI5c3PwnFHY4I0KMjZwnLdi+egMtbspbHYwW8HsAW4KPn8AHlsK7omQdkLnotOZXVGmCCYT9GgEc/vCd4lJHNQLzn8JC4D1YyD5Czh5FNqOgkw7OFzF3kII8R8hQbsQQoirplBEEM9brKEzNbmPxkXOsEdGQ7WbFMk+Oo2T4RMPrcDAO6eNi40yjAB/KifDXXbGaQF0LeA+mr9CuUwom8bpH4zKLai/wDG24M4tgCdczozRvJxEaXDrcEW/e2DCcFj7GbRrqrHkLti0Ricz0ptJ492Ym5aIDb3Y18hkgmANDqz3Y+3v3tgKSX/xsoKvJyQsgs9fgGqD4PkFkJJR7C2EEP8BErQLIYS4an9xkTf5ic7UYgCti8xhP3QM7ngE4uq7uGNlphEkF9F3xDkjyAdjpt0B7AHuAAZoGlqeYD82DiJa6zjjvHEdcwOMDYx0V1WUuX/BN3FhBOwNAG9I3KPRZF0GaZMd/KXBqCHQuS1snAOaH4zenUm5EI0KOwJ5eabO4hQH636HXwpIfcmpaxOYcZ/GB+s05uwCexEz6JoGtSrA8pGwcR+8vRKSJHAX4j9PgnYhhBBXZTuRTOZX7qQBA7m5yLZ/HIQnR8Lh2g4GzXLSdpEnxWWXrPgJXDpUDDOC78nzYKpmopvZI1/bxCR4dSzMnq9jaZrJww+58PKADN2TL+P+h3IdyHdNQgqs2IzxTmgCHHDu5RrELsugmUvnKZud3a7smfSne2r8+roXbTrCrDFQcVMwI6Zb6bsB7hkAU2bC2l8Lfz4PtYMu9eD572BF5pErO60Wpm09+GQQfLcfxq6CjGI2dhJC/LtJ0C6EEKLUNnGKUd+m0TOlFQ/SvMi2fx2DwaNgVyUH7m8qRgVYGTteK/4dSIM+d0P1KjDiVZg0FiZrZvqY8gftsXHw6VYF/9NxuzWdYS+68PaCEckKq3sKLnP+Qu8xCTB3GcYUvhlGDwRfTSN6VgD1PeOov1Vj6I86B3QdTYNxwwAT7I+BeA0+eQN8N4IzDcJeBz9f8Mw/tFwG3gxVgdd+dEMVnxJP14bwST/4dicM+oISXSOE+HeSoF0IIUSpbOcsyzjD0Fah3OVRC1MRSS5RF+GBp2FneTtuo11MreBGOTT8fGH+zGJupAMueHYYfHabImi5gx6FtVXQJhyGtNZxOUEpDQXMj/FgTfrjmLUO+a/RAPes++hwT1fwDAR7usYJUwDtI9zY/pyZh36H80rhYYXFU+DcSdh1Ejq1hu9mgLYJLm13ceLRi3Qs+gsHOtWEclY4+X1Nei0sOpf/ss4NYNULsGIH3PNhiS4RQvwLSdAuhBCiRBSKv7jEfA6zeUFdQjJ8sboV3j4jE5p2gcOBCreP3JhY0coATcOiwGKFpo0Lv/bX32HMZMAEEW8CnZ1sbWkpsG16BrR9RBH4HlQ1gW2cD/oBo62vnsLr5R/GTgGfEHQgDTQnxoJUE6CB2aXhiRd9HlQM7qlxNFmjlQsyTYrmTYFAI7NHKWhSFw6thtTNJjY/Ww5dqWLTXjQdSIYf98BdnxTfHqBpFTg2CSY8YATuusy4C/GfI0G7EEKIYikUp0lkMgfpTTvapFRAtxf+FpKQCBUaQ8wlcNMUwz1cPK8ZmydVrwd+3kXfz2aDAQ/Cgw+BHqg4YLYQVkjb8GpQ1QIv1lW8qZyoJFB2YxY70RXAoOiduGtv5b9Qh9uaQ8JseKwZJGaAZoazW2E/Nt7zimPaNMi8U6OaGSo6IdlkjH3K1y6++slYTVqhPJzbqPHXXjP+I1L5NDOpyOe2fSyEeMCpcfC7LY6ptl3YKH5HpVB/CPGD347CE59Chr3YS4QQ/yIStAshhCjWCeIZw1560oYWiT7EmjUoIH87MhJ2/wGtOkNSORfuXoqnlpt4291y5Q1H12Hx54Xfy2aDY6cgVlMMwkWCcmKFfNViAA4eApMZdm7W0JSOI0pHXTRdWeQaRDyLqzYkU/s4/400+HkHTJgOpji44ymIOQ9uJkU4LuwEEG9yYNFgm6bRyE3jQX/F2F6KyoPPo98ZQQZONM0I3H+YBamrfPlrSgBJKYU/P7MJsMCxCAg5V47JiyqwOuVc4RfkEOYPP4+Gg+dh+npIlqoyQvxnSNAuhBCiSLuIZAonuI9buA9vlm6B85cg1C+7TXw8LFoEQ16Am7rAqQpOzA86GXwvTM/Tn9Lh0wWF3y8yGp4fDctw8p0tiY8VBBcQsP9ih+4PQ8+sRHfl0rEvdsP1oxWAb9Mvp6uHY6Fb/htpEF4JWjTM+jkT7usC/pqJN7CylihWZu18qgEbgaYKXkzVqZlcjg1c4gzZmyWVD4RHe8K6LTBhJqQUvI8SAL3bwHfbYNUIqBpdmZUrqnMhsfD2OTWvCrvHGQH8/E2Qmn+NrRDiX0iCdiGEEIXaRARzOc6DtORuvAC4pR7M6g/1svJV0tNhxAh47An47heglwtm6TDWnbCw/MG2pmD6lKLvq1V3QYcM7sJClUJ2S/3wS4iKhU8+ytoxVdOMhwIUDI02cr9d6OgkFtiHhxX8fYFYwAbTxhibIekobLhQORbZWoG5Jo3+3mZSrd649BBWcZ6MrNSW2tVh0Ycw/Q1YtR5GTgZHIVkvMwZDeDDUCYdZAyAiBqZGnSQFW9EvTA792huB+zvfgVN2ThXiX0+CdiGEEAX6lTMs4TwPUJ8OmK+Ery1rQfMaxp8ffxx694YFnwO+wD06vAnTK7nhbdJo2TJ3n6NeNWbli6NV0rm7vca7Vm8qmsz5zi9Mgp3fwidjwCNHmk6vu6DrbRiBe1bOt4t0nJzOfxMdAt2hWiUgDkjhSlpNNSz0w4/lxHOA9CuXBAOTqkK9W+B7vRIr9Xhs5I6Yb7sFFk6G7zbAgy8W/Px0BdNXG39uWgluCoa53/kzPnkPzhLssnrZQ7dAl4Zw/4cwZH6JLxNC/ANJ0C6EECKfPUSxhHjupwm3Uj5HyG4YMwbq14cvv4Q33sQI2Fvq8Ibi46omnjRpuJugS5fc/W7dBplFTCbbbND9fsAM1UwmqhQQsAMcngcXt0GnW8FigbMunUEZDmrWs1KlEvR9FOJiADQ0KuPJvfk7MUFIJWhQC1Dw9TQIDjRO+aFRGziJjbg8i0RDfeCDELjVbOWPhKYM0vei56kAc3Mz2LIY1m7XeZjYgp9sjmI4o3pB/aRyzPigMU5nyUpBXnZbQ3ijN8z9BYZ+VqpLhRD/IBK0CyGEuEKhOE4C0zjN3dTjVnxxy3qr0HXIyIBZs2DKFJg8GcqVh+59FVTTMc/TGVNRY5Cm0f4mcBaSGuLhAYWVdlcKTjtc3DU7kwkeXvnO6woWJcCUY7BkDtStbVyTYtOIdPNE1zSwwJlzoFLgRH2NJP08CXxU0JOFTPjoC/jie6gQBuYcnxHMLh/MTr/812HMuC/RoIXyYnl0EzILmByvWQVOr9X45qYg7ns+T6qMBol+0OVl48fQANgwFqrE+DBQ/wk7Jc930TRoUR1+HwvzfoE3l0q6jBD/RhK0CyGEAC6XdUziTfZyFy24A48rM+ynTsGWLRAcDEePwt69MG4CRDkU6VXBfa3Oc5XNvOmmYcEI7s+cyco1z+P4YXAruOQ6EbpOVYuJFYE+WPNc7FKwKg0e+xx8V0NwkJF/fvgwNPLXcDyjo+xZkXEIqPvg+HF/XjywBZfjnfw3MwG+YLeBU4e+cyAux+LRhG/duPSpF5dw4SiglroHsCXYQlN3d6pGOjnvzN/GN0ij5bcmvtsDb+UoYGMxwfG3cn/r4OkOf82Ayu41eY71JJUiTUbToFUNWDEcZqwzHjZHiS8XQvwDSNAuhBACgP3E8iq76EED7sMDDY29e+HHH6FpU5g4ER591EhhqV0XTN7gcRNYvoKnQixM1TQ0zbimWTMjbSWfIjI/Njtc3PRTJqiCyzsm6HDvKQh3wsyPoUtn+O03uOkmuPUxqDAP6ill3GMiqE5wZ8ckRtQcQt9TGqfypuW4ICYCjp4AWsHwh8E3ZxlLTcOkefEq8URScASsaRrbgi2Y3DPpdtHJfnvuwN0TWFkFbpvhIkJzEBmdfc7qBnWrwIHTufsbSy3KE8Dk+Fh+3A4//gFJJSzteHsTmP4ErP0TlmwrfCGsEOKfR4J2IYQQbOY8kzlKb5rwGBUA2LrVWGj69dcwaBAsWWKkj8ycA13uhHumKqzzYGR47rKOEyZAeHj+oH39BqOOe2GGpGeS8ZInAx/JH7ArBbPTgXjofAAqhBgpOg88AAOfVrSfrdPMYmagh3vWBcB4yMj04NelbXGzb+WFSDiZFcQ6nLBgNew+CPOWADZ4aREkZq85pWEdaGTzRD/rw4LFGtMWFjxuTYPXytuIdb/Ek9tcTJkCp3ME4hWAj5vpxLVOZ/Q3DqbMM3aLDfaDgXfARyty92fFzDM04LfEg0zblcjwOTD2c5j6rfE6FOfhtvDjKIhJhmlrS3aNEKLsk6BdCCH+437mLJ9ylIeoy/2EcO4cPPEErFsHL7wAU6fCO+/Ak0/CrE8BL0i/Fz6qDEmBMLaA6XNf3/z3+WYZnCqgiAvAjAw7US4XbhZ4tYCKKwp4Kx34CLZthSFDICLCmP1/+z2YqJGdwKIAF3xYGSa+7cXaWQOZXtMDZwY8mwTRygja351ttLu9A7TrTL7Nolo3hZtSLWQcd/KZr2L05ILHbkLjUZM/9YPiOeMdxXAPnaNuudvUw40p7TyJap3GyM+cpKUX3NdlQXjwcI1y1B56kBefTqJRZXhjLjwx0XgsXFP09QDDexo7qI74ovi2QoiyT4J2IYT4D/udSJaRQj+ac7sKplNHjZ49jXz0gQON4P2FF6B9eyPoxhtwwrZ0uJimsdKsYS4g5eXee8HdPf/xT6ZB+XK5j33qcDHOZifuBU9UIRsF3R0Drt7Aajh1HNq1MyrYPPEEWNyM+uwqM8fqSwUPB8PDD8Hhw4F89X4LZtWAjAvQIw2UO3w9GTBB43pQuw65qrnk5sS9Zxw/fVH4lLUfFl42h9G3eTIPP6x4sbzO+TxtGuLO7DbetJidxF3DdHQFuAEFrHX1wZ1HqUcrGnKieTp33Glj4xR46m5oXQ9engZtn4K2I+BCESU0+7aHbo1h8KeFtxFC/DNI0C6EEP9BCsVBYplLNHfrNZl2byBVwk0cPGjMsH/7rZHiMnCgkRazY4eiciOIOg5vHwetB6zwh57m3G8kkybBTz/lX4CqlDEB3rBB7mBeKcUZh5PJnu7UOmbBZMr/CeCuM/CTD7ADTAruvx/efx+CgrLbaICmZwXVOlem3QODk1jwzVDefRe+nw+r60HqQaiRAUPezLrYCbiggLWmvP487GtXiXClMalZ4UG7BY1quHHEnMEf32ZwZINGM4ciLU9uSg3cWFc/kIvvxdCsp0LpsHg9zP4hf5++uPMggUTOCuGpiMM0qO+gbSN4oifsXwSNasCO7dD8Uaj1MLh046HnuKVJg25NoGdLeHmRpMoI8U8mQbsQQvzHKBSnSGaU/SBNL1Xlm6esbP5VY8cOuHTJCLiXLQN3d8W33yr27oW69WDHH4qt3vB2MswLgnu8yTfLnpoKixZBgwa5j0//BObl2fzHoRRzM51MS3VSHhMWNC4czB3wp+hwKQ70alCnJtjtxocIb+/cfdXQYJVnVr3GV4CGxh81k84tt19i2iepXLoEXjocaQMe2yAuAdxd4G3FeDcsYK3pR/OhehMzJ8+kcbGYai4N8WcIFUh3xBIwBRJ+hTAX5J0ID9RMlA/RODc3mpETdcbdB+mFfMNgBVSGGWtiU1J1MwqFuxuEBsGsV8C+CSJXQ2YaVLoXyj8KI+fApURwZH3xYDZBj+bQoDJ8vAbsUg5SiH8kCdqFEOI/5iiJDLHtIHpuQyY2LseBAxrTp0N0tGLTJkVoKLzyCrRsacy4N2oEf/6lEe7UGOCEMSHweGD+2fS4OLhwwSjDmG+mXYeqVXPnuu/XFc9muHjFy41a5y1k2HLXSY+Ohkc3ws5HQYuDQ4eM86Y871x/ALqmYb58U814KGC3buF4iid6yOfMmWN8i2DW4HB7wAu6tIcxL0N1H/DOk4cO8MYL0LkN1FNW0oniWBGvq4ZGAFZaDkpn3cYM7lkDdeOghUPlu26rVp5moRb+ejmWl+c7ORsFSWmFdOwOK4ZpjEzJ5CTZjUwm4/WwmOH8Koj6Dr4dDpt3QP0n4etfYOch+OO08fcxoBM4fGDJbth5IveMvBCi7JOgXQgh/kO2E80o127iP6tF8HfladTIWNS5axd07gw9esBjj8G4cbBzp0aXLkYgvESBdwy85oCRwQX3vW4dzJ9f8DkUjB4JzZsZP9qU4odMF9VcOo3dTLz8FjRtnF2/PTISXnoJYt6CkHh44MGCa74DdM97QDceSxR0SrDy4/kHePDOW+jXD37+GZKSjPGQBOczYbcN3mwNDUMLGbsZZlIRJzYKWCObS3vK0Rk3dpPIFx8otoRA83R4MF2xN2eXmsZKLZjb61vweDqVqZ/DjoMF99mxFgSVg1s0D15mDzu5VOj9O7eEnfNh/MOwYStMX2ps4LTwB9h2AEZ0gKhouG0sfPFbMU9GCFGmSNAuhBD/ERs5xzzi+eutehwZWZ3AQPj5Z8XKlQpvbzCbNSZN0li40AjkL5uiYNBFeD8QXilXeP8A3bsbM/M5HT8O332X/bNSilFOxdwMBx/5uXOX1YjU33nd2C01Lg6GDYPF58CvG7hZYeoHuWfhi6QDIfBiLLyrpfNag89wkcqdd8LatcYMPgAaHMiEwVGwu4jMl8fvh3KBoKNhJ7XwhlnaUo7fSSABBx6axlwfaJoJg1PJFbj7ayamav7c29wDSwOduZ8bKTt5PXs7VKsK92saNqx8yYlixzD4Plj4Jix4C0bfDRfjYf0OePljiD0Hr90Lgz6FKauL7UoIUUZI0C6EEP9yW7bAwC8jWUoGW4fWIOKDinz1lbFR0urVUKcOzJoFH39sVIrJaaKCMRdgoRc841X4PU6ehMmTjSozderkPhcRYcxwX6aAhUlOvvKz0tNq4fOvYdsu49wDDxiPZSfhnlmgouH5oRAYWMQTVArSjah7ZSasDwbSYZEnPBcIGaSTzhk6dYKaNeHZZ42dSMMrwOo3oJEdnrwExwpJFzl4BPoN1Xg/JYz9ozQ+JK6IwUBLAimPgw+Jx4Ei2Kzxrp9G3UwYmA7Hc7QN18y8W83KfaMy+PaAgweeBntB+ziZof+bMFzV4wwuVnCmyDFcucwEI/vBy/2g//+gY3Pj8eceyDgPY76CiSuK70cIceMVWuBKCCHEP1tKCrRqZfxvjK08c4JCGDncgj4UateGHTugf3+Nixdh2jR46KHc+eIfA+/EwlcBcKdX4ekpAMnJ8McfRqnHgvTrB336GH++1QGaQ6d9VhmZo8fhYiz8739w5hSo8tD+W2i3ByYsgzdWGTPwRbIDXnDKHc5FAMOg69dg0jT8qYGZOwDjw0n79uBygXcY9GwNbe3w5FH4M5AC3xWffAQWLIHhPb2JdzjZT96tVfMbTT2e4RA6IYCZMAtMCYQnYqCrGfZZ4fLnkEqaRvgBD3SriX0vQaM7jBz+rrfBjClZjRywYbfGKuWP0mozhUN4YeF2KhY7lsuqVjAeAA2qwchHodUT8M5M8HbC8w+UuCshxA0gM+1CCPEvYrdDWhrUrQvVqiuifBJpeHwjc8/G0K+bG7WqadSubaSsdOkC3boZ+eN9+4Jb1kJMHfhKwegE+NQT/ueVv0pMQR54AEaNKvhcQIDxyFSKU/F2Todas0/qQDJER0JEFGhbwL8NqIswcQLccnPh98zA2BPpgL+GS4E9zuiLOKNfHYjmCGcwku0rVoS//oIWLbLaAUHusLghtIqHmgngyjPjXqkCuPvAhQjwcNdxkomjoPqQOYTggQc6DxNz5ViwGZaGQsVLUNUJaTm6ePdeM7c10TBVUZy4qDh2ES7k2D12yyQIrAxmNDwPhnL449pM5hB7i5n1L0yNitCiHqT+Ap+OgDeng9+d4N0JomIhLRMy7VfVtRDibyJBuxBC/MM5HHDsmPEYOBB8fMDhUGy+kEy73Tvp7V2dx7zDsVjgzBnF4cPQsyf07m3MsBv57EZfLgU/OOGZFJhkgod8jFrfRXG54OxZow+3PBVYHA7jQwHARZeiQ6wTD8Arq8+UFIi/BBVC4MABSAmEamEw9GeY+A6UCy46l70FkIrGOTSWpsIHkRCig0dW/yY0QmlCFQZeucbTE44egZwbuVpNxrcMYafhdEHlF20QewT2/QIbyGBSvkKO+X1FK1I4STTZNRatGvxeCeolQHUHnMs67m4xUlkyzyXgt92FRx3wqwCxWbfxdAdMcPoCtG2k8ckT4WiplbmIHWcxpSgLo2ng7QEPdTfKUw7oDU4F4XeCz53QaYiRCy+EKBskaBdCiH+ozZvhhx8UX32lqFtXp25d2LsX7rwTPtkez0j3XfTUajGIGmho7N2r6NwZRoyAo0eNeuo5U14UsELBI4nwmgue8y/ZOJKSjIozzZvnPxcZCY8/bvz5jRQXFhQ7Q9yxZN34+zUw63OYMQsiQ6FNArQxw86dMGBAdkpNUWwOqJsKC5NgtFXnoSidas6sc7qZ1UleRLM+1zUbtgF5d2wtD5ubw6tn4Pe8gbsGG34DL81EU6yUVFMCGElkrmOaBtvKQZNYuD0d9l8+4Q43LQ2kE+nU+tlO9Ttg8GsQmbVw1mWGDk8bf1aHLNhWVmJ8YgRLd9lYu7vEQyqQpsHHT8JTj4ClsvHtRbAHfPA5/LAl67EV9Kv7fCCEuA4kaBdCiH+Ybdtg8mQXDz7o4scfjeC2UiXFiBEwezb88AMsDYnlAeowhBocPQqTJysefxw6dDBqr2sFJKjPvgT9M2GMF4wqauFnAWrUgJdfLvhc1aoQ0EGx36aY5GchOM/Uffu2ULsmDEqDZ8rD29FG6cjOnUt480QIOAItk+DXv3SO/qZISjRO2ZWZnamN8KdGrku27AHS8/Rjh9nrYW5t+D4FfsoxyzzwYeg3FCpgYTiB/IGDoziLHJaGxnjqcZFofsuTB2/WYHkoNEuBp1JhN3B/V7i9tcaXnr50cDmYUsXBiksw8m2IjsHYtTVrMXCPNtAs2pdTMyozYauFXqNg8iKY/A1sKaR0ZElMfxpe7g0eVeCxvtCrM/y6G37dBQ+/Bu8thIXfX33/QoirJ0G7EEL8A2RkQP/+iv79naxZoxMSomGxaMTGQmCgxqefmq9Ub1lGHH2pxmNU5vx5xTPPKH7/3ah7/uGH4OmZP2CfGAnDT4NbLLxURJWYvJSC558vuo29FqzppqhvMVHXkn3viDMwcy7c0RV+DoILQcYM/3vvwZw5cPfdJRuDm10xL1TRoQKsbmThgclmqlU2znmYM2niu5J5R3I/qdjYAjrSYPxy8NaglxsMPQs/ZmW2xCdDdhq7xlYyS7Qg1Q0TfanEKqLynfMzw9RgaGiCwenQtj18+huYXRoT3bx4to6O5zgHQR1hwkfwTl/QcjyNR3tA8P5KpKVaaPa8nZBAOHcBBr8D/d+A/u9AWkaxQ8xn3MPwZm8YNh+OJ8HkYTD5RZj3KlQoB4F+pe9TCHHtpHqMEEKUYUOHws6dCpdLkZDg4Kuv3FizRuOTT2DqVI2KFY3Fn82bw29Es5Qo7qUqHXEjPdVIlSlXDqZPh0qVCk5On3weJp6H9JHpbPvJk1zJ3iWwZEn+2uw5Rdl1OuiKSQEmQnKsaI2Lh81b4XRTSDPBLAtY7cYmTbNmFX/fEXshog6sLw+3WjXWxAPmrEcWBfh5plA1/E8ge5BLfoCKQXk6zJGP39AHHvaBZ8/D4qrQtxc8cKdxrjVW+uPLmEmKBvdAw3qFj9GCRicCWMRxVpJBLzxznQ+xwLsWeOF9uL8mfDzcyG/30DRGm91x1XOysb7OyQUm6uwFVSH72tYNYdkk6PIqnIoxETU1jjFJwRy/zTj/2Btw60AwW6BFQ5j5SvGvKRi59YN7gNUNXl4A3ha4vy080K1k1wsh/h4StAshRBmh1OWcYcWXX8IrrzhJTHSyebOVypU1TCZ3duyADz6A99+Hu+4yFn4qFAdI5D2O8Sg1aa8H0KaV4sIFjeBgWLEC/P3zB+JKwfwMeMsfMgels3e6lWbepR93QABs3Jj/uM1mlJykPlSAXAH7Zb16QpXB0NwT7jdB4+ZGPntxr9OEgzAtGOxe0PJyqo8naMF5P3JonEmuwjPr7uGtpjCkQdbhgt79fDGSuQEfC7xaHRIPQ8+LsKs+1Mzq2B8zFXHj4rMJZHi4o5R7keUwK+PJS4RzmhgUldHyjDAECIuEY/7Q3wFnMbJgAjWN8SYL0S4X738JD95qItEN7n4JVmWVgqxfDawpGpGJZvbjzif+f/Fq4/qY0Ni2EBwuI7WmzaOwch0oK3z9DnRoDGhGgF4Qqxs82Q3uuwXeXgYhAdChftFlP4UQfy9JjxFCiBsoLQ0uXjQeUVGKypUVlSrB/v06589bSE31oFo1jbQ0jSZNYPlySEjQeOop7UqllhhsvMgB7qIGd6aE072z4tw5nYgI2L+/4IDdpWBlAjwVBRmnFBvme9KsianAXPeixMYagVxQ3llrjOA6MRHuC9OYEpj77UbXIT5esfInxfyVEOIDSXHGNcHBhd/PocOsE/DeaSATOEl22ooGL5jgcS17bChoEHSeLQ99xaD62f1odgjOm7evcvQFeJrho4bQIxYapEBGznO443wzhDaV3IgppuqiGY1ALCwnnfUUVJrGqPizoTbUMEGFsxCXlS7vpWksMpsZ6w+/7VEEW+GSA5JzbMwaHAqeaLyNiU3EMY3T2NEJ8ofQIGhSB9K2w/l18Hh3eGgYVOoM5W6Hi3FGhZjUAtJo3C0QGgCegdB9LOw7bfz9CCFuDAnahRDi/5nLpfjzT0V8PAwfrhMW5qJbN0WfPk4iIyEqSuP9982cO6exa5dGkyYaTz5pHJ8/X8Nszp7xVCgisNExuRpNt1dk/Dgdm02xf78FDw8NcyEF1iNt0DsCVIJOtQ9dBJwreHFqcVq0gKZNCz63x6aoVEmx7BsNU56+ExIU3e/WYaDOqCeg5jFjVn7XrsJncx06fHEG3jgJM1rA7d5wudphpgsOpxuz7Jcvb9IEdKcbXgkPYNKfzlW60uoDM9/JcwMNY5OmHEwafNUQ7jkDf+RYmPokHtxb0YKlGew9WHww25ZAHsGX0ySTUUCN9/Hj4bZOsKM2NHZAq+NwNPPyGDTqZabTQXOyYKZixx/w2FCIumSc3/WpURYz+Zg3r1KfxVxi3tmkK/nsmmacN5th4jCI/hUubIJGoXDP89DhcSM9Z/ufsH0/OF25xzbpPhjYGW4eAduOFP08hRB/HwnahRDi/5FSRmWUO+90MX++js2mM2CAndWrFVu2uF0JnI8ehaeeUrz1luL222Ht2oL7W080v6WlkP5ORQYMcHH77Rrbt1uoUKHwANyl4JsYIFKn7ucO5vaDFi2uPu/hxx/zH1vphK7RRVxkBZ7Xqf6imSYuIy+/WbP8dd4vUwrmHIOR++HtjvBYpdznz9vgpZPkK+OYZPOiw/p+jEvKfdyZCl+vynMTBxS2Z9LSRvDFWVh+KfuY18hUQtY5ufuZks1A18aLNaQRkfeTQQ6aBhtqQjNPePgs7MmqcPOplw/9HHb6uJzgAd/9DCPGw4WLxvm0DLjzeTi800pt3Ji0I4ZTiY4i77P5C9j+JXw5AfRMmP0N3DkE5nwDC76DNTnSlGY8C8/9D+ZvgO+2F/9chRDXn+S0CyHE32zHDli27PJPdkJC3Bg2zEytWjojRljI+as4KQkmTDA2AOre3dhltFq1gvtdwhneeFNx26VKrF+vM2uWma5di5+LefMUvHNIwSeZdKmp0aVLyeuO5zRzJjz3nLEpUV6vJyoypxZ8nQLGeWtUfMONj21g3g4HD8J334GHR8HXjPsT3j8En9wM/byyOxoRCO4axhSUD+RZ54mXxcYzVXew+VhHfm0InXyN4+6+MDHP7q1DW8CQLQXfX9Pg/cZQ+VdI7AhPuEMvrOzARJSC8ZPhrWIWenYkkLXEsYQUXsEdz0IW/HqYYG4lGH4BhkTCzIrQ3As+9PAi2Olg/JMOWqe7ceZ7eOFNmP2ucc3Dd8CGJb6MbV0b9cAxlnGK2tTCI+fK3ALc1BgWNDb+vHAlXEqACzHw1mx48FbADZ55AD4YaNTEn7ISktOh321FP18hxPUlQbsQQvwNXC6jZKFS0KAB3HYlwDFz++1kpa3kDqb69FHExrq4dMnE11+baNSo4KBuHdGsJ4kVQ/w4M78cd39rYsAAuPnm4gP2IYkwJ0LBmxk0UTqDP/As9prCfP21kXIxfHju4xMSFGeSwe1rWLC8gAWwwCep0ORN6PkhvLYFHnoIqlQp+D4jdsGMo/BdZ+he0Ti2IA122GBSSFbQbgYC8l/raXFwf/U9zP6tIztrZgftBZVYf7QRvFzITD8Yu6ZOqgWjDgKN4Al3D6YoO/6zTcwcpBUbtAM8RgVe4Rw2AvAs4i042AKTKsArUfD4GfimOtT20HjZxw3f+13M0Fw83d7M4iHQ+0nQXDCgJ7w5Exrjx5vUYySHGcFhptEw3+LXwvTvZfxvhg3aNgUUfLIYHhkBwf7gFQTz34TPNsKXv8IjnUrUrRDiOpCgXQghrpPsFAnFzTfD7t0ZtGgBCxZ4ERp6+Zy5wGt69YI1a1wcOGDGywsq5Un/uGwHcUxVZ9n/YhUuzA1i11YLLVoUn4+uFLzwQgZzn3ZnSysTvWNc/LDDm0qVri1LcuxYI3DPeZ+9NlgSCv0s0KlT/ms6OMB5FNgF339vzNjPm2csxsw75tf+ghnHYWN3uKV89rmjTriUJ/e6gwVGFzDGhsEXeavBKt47dzetAuA2N4xUmFKymKB/FeNDx/DjENgAnHoy7h0DiYk302cALP2s6D7q4o0HLgaSxDKCigymQ91gSjgMiIAuF2B/VQgwazxrNpOh63jV1Pn+cxNt/gfJPjDsXeh3D3z4Bbz4qA+++LGNWJ7hLLNV1VJVfvG0wp0djT+3agRJqYCCxndByz8g1QZ2HwjygTtaSlUZIf4/SE67EEJcg7Q0SE2FlSshJOTyI5WVKxXp6Z5s3eqZI2DPpuvGdW+/rQgKUrz+OiQmmqldu/B66jqKZKeJE+9WIGmBHzu2lCxgd+owNlYx47idtSk699RNwNfXdU0Bu81mfJtQrVp2wOZU8EYcrE2BUAdoKv+4MhScdkLgQ7B5HSQkwIgR+TdScuow5SB8tBt+6mwE7Jfv43CAIwWjrrrJCO7TdaNM4uW43sPjcnsNi8XM8/UdPBYGcRmgKwp/9yui5jqAuwkGVoVRFnjkCLyigilvMvHnbsWZ88brUpzPqU8s5wpckJpXkAWW1YBKDqhyBlJd4KlpvGwycdqksT9McWwruLlDdCwE+sLrM+Cb9TCf2pTHyo5LF7ljiF78wAoREgy1q0KtqpCwC/Z/Bx+OBFskPDIEfFrDhUuQmm7M0Ash/h4StAshRCldumQsFD16FFq3VgQHu1i7FmJiLj98qVjRhKenhtWaP3DVdfj5Z2jZEhYt0vn8c8VNNxk7lRYWgOsofrfFM/yLKIZ4hZGS5MVNNxVfotGmwycXYOwoO6F/enFH5zQCA00cPux/Ta/BCy/AmTO5F45+kwqzEmFFuEb/9hqpqbmviQY6pkPUGtBscPiwsYj11Vdzz9bbdVh4Aib8CZ91hE4Vcs/kLlkCUz6AcAe4K8jUoelWcn2J8dlnRhlKhSKTAPxN3bHEQ59IOO7iStWZfEpQHcWswSt14Tkz3JWgcd6VwB3eEBUNg4YXf707Jirizv0UtC1rAe1NsLUu1HNAjUNGHXeLplEuw05fu5MdVoXyADS4u5Oxe2lSKuh2E9/TkqohJsp9coi4q/l6IQdNA08P4/HQ/yD1D4jfAbc1h84PQZMe0HPwNd1CCFEECdqFEKKE4uNh9WrF00+76N9fMWIEbN0KTzyRwcyZJetj40ZjVn7FisuBv5m77ir6V/HGjYoNtlie+/oiD12ozQsvFJF4nYNDh08vwAunXZAJ/fopwsMV27b5XVV5x7y++ALCwow/J7lgbwa8EADdszZo6t49d/s3dXBPBI9h0L0L+PsbJSPzOp8Bo4/B5JvggeoF3LgSUANmhkFNd4xSjX5AjlrxDz0EcXHg0C3siwkng/3UB0LPwS+bwHlt8SsA79WBwfGgokz4BcG6b6Fpg+KvA1hEfVK4wJ+lCKS31YFm7ooeq12sXq3z0EUrz7tc3Otw4dDVlVqXg/vAhu1w+JSxI+vnNMUNN16PjuP0hat4osVYPQeO/gzbl8PN9YtvL4S4OpLTLoQQxfj4Y8jIAKcTkpOhbl3FpEmKunWNquAzZ/oU28fGjbB7t7HZkJsbzJhRsnsvWeJi7J+JPNUmjQHxtXnx1ZIF7ErBu0nwsR3uuajz3VdO3sPBgAFuBc7+l8bevbBvHzz8sPFzhrGulfVpMC0ku90XX2TPkO8G/oyHycHQ1wKff2q8DiNH5u7bqcOSCJjYCQYW9rK2BarlPhQQBn1y/Pzoo7D/AEw5YiLaK4Bm5b14vBEsj4BBb4JnwXscldoHdWHRD/6khts5WNfKC3VLdp0G9CCYD4nhM8JLdI1Zg2XhMGiezt17FXd5m2nXzoPBA5y858BIF7pM50r5ygDcGHyxHj2nwAUbfPQyVKtYiidZQiHB8PaI69+vEMIgM+1CCFGA77+Hfv2Mh48PhIcb6SyTJmlMmmShbt2S/fo8dkynXz8X27cbfbz6KowbV7IxLFrk5P2oS7z+qsYLPlV58cWSBewAL56BSW4wzs1FwjQHoPHcc2588IEXnp7XFrRv3WqUsbwsQ8HKJJgdCl284aOP4Pz57PMHgUHJ0MgOyyZDQmLhfQ/ZCvW8iwjYwVhEmjPo1iDYF57IcWjwYPAeDOO2aOx3C2BBlFEn8qUmEOZFoXQrDJ1XxL0LMK0xpLhSWVCKa0xoPEkYJ0lkJSVPBPfz0/hwkhuPf2hhdS+NUYucHH7WjHJonPeAj7PaDXkIPv3WyDMHqOoG//OAzR7JnHeXxHMh/okkaBdCiBzOnIHWrXUGDbJRq5aToUOzg/c77ih5Py6Xok0bF716GbPzAwcaffj6Fnsp+/a5aN06gw+jYij3uAddfAIwlbBkH8DgEzDTHzZ4Q/tEjd9+cwE2Ona0EBR0fX7tv/IKNG9uzOjfcQaCMqFDVjB8550QHJzdNkqHGu4wsTzs2wQZhewt9OB6+CIaelUt/L6HDyveejUrFSTnd8XpudsN3A6JFWBDLzudyq2necAxADpXAb8iXgLlA99uLfx8QfpUhqUWX/Y5HIxPL779ZYGYeYEw/ihhbvtlISZ4t5GJPveY4HMT/UeB+RAkmRXjHC5mAx1awuAHodfzxt9RaBC0aQKBza18UD6SmCI2eBJClE0StAsh/rN03Uh5cTqNBaVhYU4efDCNH37Q2LvXnVdeMdO6deG7dBbE5TL6a9QIzp+3s2mTxhdfmK7kfhd9reL8eZ1OnTM42yCRF4a68bV/AOVL+KtaB175C+amwHYfaAPouoamuTNypDt33+1eXBfF2rzZ2L20WjXw84Nml+C4DX6ult3m7beN1BgfH4jQ4YEYqBAJ5cxGAPnndrDkCLh1XfFYtGJFGhzqUfT909Lg1HF43Rduz/qQUG8TV8rG6Aqe3w1fbgfnJGgZ4oIUJ/1ndeHjXVklNj0hQ4Ob4wq4gYlCd0UtjKZpNNYspCo7U00wPaNkXbhhoibu/Eg631K6fJ0QE8wLhM5hJga20Ni3B+pq8IHFxDml0JWiUW3Yf9z4NwmAE55xuhNKIL05gqPQ1bhCiLJIgnYhxH+KUhAdDdHRimnTFMHBiipV4Ny5BE6eNLN1qxfly2uUL6/h4VHy2e3MTKPPhx5SVKig2LwZzp3zoHx5DV/f4vuJjVWEhCiqVk/B0jGJV+Zn8phnMP5oRf6iVkoRHa2Ijle874L3aoBPEyhvUZw4odO8uYveve1MmuR1zbnsAHa78WHHywvinRCTCKFmCMxRuSU52fhGwa5BbRt0T4UpNWDQUNiyDYICs3PdM1ww/LVEVjdMZ38DqOpVTM1vC+AFeopCZWV5xOlceTf79AJ8cxR+6wMhWf3UCL3AM7ev4tU98MVJcKZB+UCIiYCEPLXeNQ3KX0VhHRMQoDuxxcPzF2Ctq9hLAGiGNy8TyEWSsJfy04KPCTZUgJpHobGvseg0RNOYnqAzN0XhUIqgUKiR44OQJxqVCMBGAHGUcJBCiDJBgnYhxH/G/v2wZYuLqlVd3HcfLF1qZ+ZMJxcuQFRUEN7eGiZT6QPb9HRYtAjuu8/FhQtONm+GcuVK3texYy7atUunZq10/O5M5f7vMnjRVL3QjXfOnYPff9f5/XcXmzc7qFYtma6jHUw5A213wboUqAg0bJiAp6eLunXN16VazGVPPAGPPQb3noOKFjhYK/vc2bNG1RaAXUDFTFhaE0xa1ix3jrg01QXvRcFyD53vVijq1Sk6YHc44M8MDboq3uniYt06ozNTTbhchOaZihD1CLQOv1xMRcNTC+PVBrcxqSW88DOcSoHPpsDp/fBITO57aD4wd0jpX5PymolvrH64VdCpY4cLZ4wPJMXR0CiHhW9R7LmKINqkwY6G0Pa0kSFUHRjxiZlnluh8manY95Ux437wOMYHHgu8jsbtVKQXZzicN69ICFFmSfUYIcS/2rlzsH49gM6ff2qkpDh59lnFRx95ANZr6lspI1hPSTFSEH7/vXS/Us+cUWzcqDNnTib16mk8+qWDOT42ulIrX1u7Hb74wshNX73awsqV6dxzj5WAIAdez7r43yB3ktNhZofssbm7+/Lii3bGjy++uk1JpKYq1qwB0NiaBtEO2FAdLDkC7T17jHUBK4B342BwBhCYdVKHHt2MWXqbDpMvwCJgxhvBdCzBFFJSkuLJgcAPJohwsmGDomNHC1arxpIirsskjYscY8hNIaw5Ad/r8PUKuO92OHYOdnnDTVlrDXQN7nkHLn5W6pcHpVzoThtD63uz9De45IQRtYydVIvSmQC27offwxRNQhTepVi/AMYHnR/qgr8LHrFDVeBWXwvDnU7SlMact0w88orGw7cDTuOacZiwUp0XiGQ8gbShBIsthBA3lATtQoh/JbsdRo1ycfp0KomJ7tx1l5VRo6BChWsL1C+bMweOHFHMnu1gxgx3Bgwo3fXR0TpDh9pJT4c+fSyYHknhcx8TL1KdO3O0mzXLwbFjqdjtXsyYkUzjxi4GDAikQwczjz7qTmB5Txaeg2XHYU7j7OsmTAB39+sXsIMxg75yJfSbAoPOQ1dvCMgTkHp4wFNPwfRy8JYOIysZxzdvgW07YMbHEOAPQ/fDd+VhVhj8rzTf+WrQwg0e+Z+Z+YMcJCebsY0vOshVWDDjAcDA5rDDG8r3gWfqQ90VsLR8dtAO5NqkqTSqoHGvycJqpehUVeP9PRAbCu+XIN2mnQ1GfQb3PwneQcU2z09BmBOa2OCzW+DOX+DlDhZeCXARgc4d7c0s2wC6A25vD3Wqa7yIiTWUYzHRErQL8Q8gQbsQ4l/JbIbu3TXASrVqZurVu37ZgHPmGHnd3btDjx5munUr3fXp6Yr7789A1+GzzzzYWieK8nhxK4E0Q+PgQZ0RI+xAOrt3p/H++4GEhZnp2dOb0FAzzZtbASuDgZMRUO44fNUS2mQFe6NGJfHRRzorVhRR2/AqVakCQbdARxuMDQXfPAHu1q3wfSNIvQTPNsxOd/njDzh40Pjzo7/D9x7wUxi0Le1fi0mnvsXMSx3MdPpc4557HDgmX95hKTddh4f7Qp+lXgRQAYBe9eAVd5j6G1zwgXGtYH4MdA+Fbp4Yq3mvMmivYDJz60YTz8bZeOl+C8utFu7YDkm3wKd+RV/b6Sbwm6XxWmo6nwV54lbK2XY0SI0B78/gsYfhcytM8IFmXiZ66TpNqjvY+ZEb2ODsBahTHaxoDEdjCqk8uCKOIeHBdGxzdc9dCPH3k6BdCPGvZDbDHXeYIGuG9Xrq3dtI8fDy0ihthKeUokWLRFwujc2b/dgUeom3XnRj5ZMBPPlYJomJqTRq5GLGjBCMX9G+VKliwc0td41DpWDrZjgUD8e7QTXv7P537bKTmenHbbdde7WYy+x2RceOcKmCxv5oGB8GQXneQVRWvvo+HX6qZSyUzOnt8TAlHn5oCIerQK1SBOy6rmjTRoFXdlJ8ixYmfHx0Yjva4a/8gbtS8Msv0INEjrOb1mTtKOSCHX2h7xro1w3ePATnq4LygG1PQLvRJR9X3vuZb9YwZ2qgQccw2OkBLX4DrR3MDih+ke0RzePqarooSE2BC0eMqjJxYXCXGxxEY6OXiRcbwbihxk6wbVteuR3/w0o6FRjTOY7Hx3mxOsiTBrWvZgBCiL+bLEQVQohSKlfOCNqvRkYGbNniz8JFvjR/JZFXp2YQN1+na8cIVq925+DBcixdGkrNmiZq1rRQs6ZbVsCeza7DI9thf7zizO2KqlljcTgUzz+fyvbtfhw96p7vumvh5gYrvwO7O/QNhCeD87f5ZgW8awFrbaiiG4skAZwuI4d9zHFYXweOVoeapSijedmZBA1mm6+UdwRglQemWJ3GjQsPdf0Ipzm3Zx/wgWoBEBkN07fAWzXgmUOwOxOqBnDV74w7dsGTFcG12B2byYyuFA39YXcH+PIovFXMOtPV06B2JY2uV7s4NGuhb6AZfMZA/HKo4oRyJjhYzsR4H5j4Cez4I/sSd0w8RDmGBPjh824m3UYrLlyE9IyrG4IQ4u8jQbsQQvxNHA5jUWZiouLwYZ3Dh+3UrZtC2/aZ3DnhJPUXJjH5xeqkJlUgLq4G4eFmPD21IkszpjhgxClYfMRJ1ckZeNuzZ2/nzs1g+nQzq1ZZqVNHK3pWt5TsDo0WT2t0mg8fVcy9+PQy170Q8DSsrgUNfC6/BorPl+m8fBqCR8Cm6lDDXMyMc2HSXDBeg9M5jlk0IiI8SE62c+5cwSUTE7nIH2zMPpAEnhY4NBQOJMLYbeC4CKeSwaUwVnJeBas71KwCQX4afdLTOK10NA2a+MPqKqDvhyRH0dcv1sCKB2dLu/mRkQl25V09PAT2tIT6KdDRqbHQoRFkBYeCiEjj3+ZlZjTK44bJPZLPliVz10BFzW5w+AREXyrtqyCE+LtI0C6EENfZpk2wapXiyy8d9OiRwqefpvHKKzZeeSWe5s1TmLpfp833ATxFdXqXot9kB7xzCNb+BeGL4lkxw4y/vxH9xsbq7N9vh79pw5y16xWeTyhu8Sz4fBKwJwOe94JuAdnHIyNdDPw4juqPwGfe0Ooqs5XWrQPlDyzmStnIHfGQYjZSoerU0bjnHhsHD+Z9/hpeBFKdZsY1f0BqmnGmWiCs7J31ASMKHtoNsQ7g+NWNsXkzOHwQ3hsA5dw8+Nmh48rKGbotHLw8YOwhSCwqHldw5hcbT3Lm6gaRZcoUqF8ffg+Epkkw5gS86AfVK8ITr8GFPKUuHyGYQYTwMud4Y2UyresoBo6Ax4fD6XPXNBQhxHUiQbsQQlwHx4/DO++4eOedJB55JJaff1YcO+aiV68MatbUWbXKk1Wrwui7yo0p7naGEMLDpejf5oI39sPyaHjYnkFwrIPLOdzJyTqjRycza5aTbt3cqFbt+j+/Af1gTDJMqJj/XAbwuhM+2A5synPSEwhW9DwEt1cp/X1//NF4Xfv0UTz3nIswC9yVVULy7SMQ6Q3uVo0lS9ypU0cxf37uqWwF2HCQjFE8fsJHcOFi9vmWFWFAPSARiINp8aXeEDWffkAzi5khdkeu+fK2gbDuHLx2EdILvYlG5HNWEtD5ieTS3zzPOgOLBvPcFIc26CyvAaFNjeMzkhQfTM09iKcJYRgVeN0Syf3zU1n0ETRvCJ8vgzPnSz8UIcT1JQtRhRDiKimleOIJGw6Hi/PnE/Hz86JPH3fefRfuvx88PDzIuRB2HlH4Y+ENArm1VPeBJ7bCbynwRRv47ZN0OnZ0o2pVYxFsUpLO3LmZdOkSzLRpbtSseX2f5+gLYDfByJEFn89QMP0E8DJwD3C3cfzJBIjdaoFTIfBn6e/700/w/PN2+vbVMFvMnO/nTsVYeLBajkZZufHBwSamTLEyf76TX3910alT9gJhB5BBpvGDiXyFZv5XB1Yfgc0R8O4xCCn9UPMZbtL4w5J7kXKnCjC7NZz2gKFxMDe44DSh+ZNMJFGOFSTTg2LKzmTxtMK7g2HHgfzngtxgUQP4OQQWWGHUIPj0U0iuCjGj4N13s9v2J5hALLxODC9U9eWdUbBzH3wwB+KT4bP3wSKRgxA3hPxfTwghSmHVKhg3LgajakwKhw872bSpKhBEWJiFSpUKXmG5kGiW4sYCgggvZTm/e+5J55fTnmz/XePSnnRmzUrigw/KExhoxulU9OwZB5ioXduNunWv9Rnm98NghSMNCiqrqBR0TwV+h+7BMHBg9rmlv0DKAWjtByNeKt09t21TPP20g/79YeRIC5/OdbE80UzLnEMoz5WgHSA83ISXFwwYYGPVKg8uf5mcQQZRnKURrY0IPk8GTYMQWHgf3LUQDp3F+HbgGnUC/Kz5/y20C4V2wIsroMctsCYs93lNg4d6ahzHhxnE8zkJPHZld6rCuVngf+0KDtq9vDQe7a5xu4I0KywPgC+7wEPe0K+ABac98ONFIvmVCwwknNbNwN8XktOg/b1QvRIsnlmCF0EIcV1JeowQQpRC9+6wdm0wa9cGsHZtJc6erUarVhZatfIsMGBXKL4jlgXAawQRVopfuy4FvXvHsWaNG8fWQUM/SEjQiYrSr8zQ1q17iUOHjFQZ81XWFy+MrmDASZgxHQIL2SDICZw/AhsaQFAQhIcb4+64FfRLsOsB8PODKpVLdk+nU3HqlOJ//3Ny9906r7/ullWpxwyp5P7c4A5bTeCd49igQW507KiRnKxz6JDCbIZyqiK30tNooOD3H8ErT2BePRB+fxbC4iBGQfc3SjbeoujJ6TRIzcTpzH/urzvglz3Qo5CFqTVwZwwhXMCBfs0JO4byGoQoOFEDHs6ErRWho5/i8czc/VuAH6jBLpKYwCV0FHVrQqvGsHgGrPgRBr5k1MEXQvz/kaBdCCFKwcPDSMUwHmaCgwuPlF0ofiGZyWQyglA6YCrxL900JzyzT/FbYhDHj1sIC8uOTF97LYA+fXyIiXGRlORi585w7r23HNOmXeOTy2NsJKxKgC63aRw5kr8aTSxQ3QH7a8HD9xjHUpxw93aY0QhiBkDrRkAxpQ4vu3QJgoIUjzySQWyshenTrXh4aHTqpNCV0+gn68NDsgNsCgLIHcd7emosXOjBe+/ZcbkU6XZvPtg8gAgOGQ3coH3Pgksa+nvAuReM2e6kq6y6mFOwsnA2Tqdxl/znynlARGdQ6wtemGpGoxzeLMbF6qvJbS+MJ3yZAdXCNRruhPhMiEmAFD07cNfQqIuVRVRlKWnMIQ07xutSrTKkn4Z77oAJU+FCdO5KNEKIv48E7UII8TdQKDaRzFsk8SyV6IlW4qSYJDuM3QI/v2/np0k6VasaAXNams6RI3ZAQ9M0unWLpWZNC/fc42D58utb4jHGAWdt8JJdUdml8vV9Auhmg/Aj4OcDkyZBrB2G/gGnzoO3MoJpd3do2LD4+x0+DK1bO2nePIOtWz0xmYznCMbagdmzzJj+UnDI+ATwzl+wzkmu9JjLNE1j1SovypUzEtg98aUidYyTTmjeCEyFvPtpWf+V6gXHbcWPuyhbAqx4eEHGahd//ZV3jFDBCya3hbEHIbKADwkdsfA07pzEQVpJqgIpii8elAEPPwvLFbSrpUES/JAEz8dAbI5vBDQ0bsKLlwlk0lkne5Kzx20ywd3doWIY9HkavlsLW3dlb64lhPh7SNAuhBB/g1XE8xYpDKEKj5biujQF75yEyaNhWBsrN92UPZN/6pSdOXOSadnSj59/zuTWW6089pgfcP12PgWIc8Lr52F/Oswbr2jWzAi+c3rfCRVTYE1DSE+BJ4bCBh84cB6+vBVqZM2Ih4XB1KnF3/Pnn6FrVztr13pdCdazadw7TaE/lwFvZUWWnoAvBaXZ52PHTgKxxg8m+GoOeBZVetID/vKCAUdhf1Lx/RflUQ8LyWdtLFgAu3blP984ABr6wkt/wvnM/Ofr48FyUjlZkrrtCiNnvygWo50GrAuD3nU1sMNnMfB6LMTl+VakFp4EferJt9OyS2VeNrAvbFkFB49A1z6w5LvihyiEuHoStAshxHW2gItMJJVXqMhDJbxm8mQ7w4ZF88Kwi7z3GtyiQceO+du1aGHG09PFoEGJPP64F2PGwFtvXc/Rw3k77EyDT6pDS2+jf88cOeCbnbD1LIy0QpAZo0DOc9DidvjkZmiRVX7l9ddLfs8hQ2DuXC88PAqKwnUYbILxZowdhDACdmvJ+tYgOzHJSfE1Hd2BY7A1AtZcQ9CuaRof+LijhcLRNi4GDy44cL85GG4pBzMSITZP0Hwb3jTHgzkkkl7cNLoG+4/DD78U3eYyTw1m+8CAahroGrMvwfMJRjWgK2PDyvt3WPnuR3hhjLG7bV5jRsAHY+B8FMxYUPQQhRBXT4J2IYS4juZwiYW48TYV+F8xbX//Hbp3j6d791OMH3+Gj2p5MS/dh4bHYO5caNYsu21ams4zz8QAfuzcaee++zx5/32dtDQrAwdev7yYVBe8dx4+qwFHl+ts3pw/wv1Th87+0NhqpEQ8GA81W8CCbtCmQna7BQvg88+vbTwffqhz6JATKgJPWzl+PNMoUahgDFCS0u8W3PElwPjBjeJn5x2ADYiGudth59mrHb0h3qER08TF22/Dl1/CsWO5zzcKgmG1Yc9huPc02PO85IMJ5E8ysZVgQerJM7BtbzGNcrzzl9PgXV/oVxPQ4asYuCc9d6pL53bGAtTVP8D9Txfc5aD+MORxY1fX7g/B9xuKHaoQopQkaBdCiOtAofiSWBZgZhwBdMY9Vxa7Upcfivr1k6hR4xD33XeQ2rUzmDWrIvv2VcW/sS8hv3uzbh00aJC7f5dLERdno1cvCw6Hi1df9eXgQXd+//06PgcFzWPhYBo09YK77tLYts1EvXqXnyNsdcJJHcYHQaAbtPsNNiwD30+gSfncfZlM0KHDtY3p0CEns2dbKN8E0BRVqjgJ7g6zjkFzLXflmMKku9I5S1bkbaP4mXYdmobCe82MzVHv3g4RV7kW1EuD9UHulA+Gbt0UcXHQuTPEx+dvu7A1nD0CLVJzB831seKLmbs4V2QlmTpV4eRaeGlgoU2MDyx5ugjV4CNv6FEfSIb1F6B9nhz7Vs2g8rpzrF6nuLN/9r/nnDw94JH7YNYkWPcr1GgFURcRQlwnErQLIcQ10lGsJZmPcPIGQbTPSsbQdUhJUaSkuBg2zEVQkCIk5Cjnz58mKMhEREQDpk4Np0IVKw9FupPWRyNij1E2MSelFKmpOsePO3n22Rjc3WHQoFROnNCpVu36LUBN0yHxDOzM2jVz+nTYtw/c3Y0bnAO6poDpLLgr6PIXHDgCyYNh+9rcfbVsCSkp12NUboSHmzG7a3hngtXqwjMQkgooo1ggBb66L3Wof+Xn4ni7wGqBClZwOwoX/4C68yD9KqqkmDSNSmaNH+w6b2XozJsHNWoUvGizgjcc6wHRK6D5idznVlKJRCC9iCfg7gY1KkNQQOHjmTISOrfJfzwQWGmFmysB5+BMFKTnycbZWrEiDY/HcHyEwrshjJkKjjx/D54eUKMqfPAW1K4OTTpCQiKkFVCtRwhROhK0CyHENdBRbCKVsaQwgjDuRCPiFBw65OK33zLw80ugSpWDbNhwlO+/TyMmph4pKc3Yvbs+Hh4mEl0a9y+BXQ84Id6F1VpwUFa9+kmUKscdd/jwzDN+xMa6s2WLicDi990pkYhMqL0HaljBejn926mh60bAris45oRbrPBaTej/F5z6E44/Cr7uYM2TX263c102egoPd3DJpNAVRHhr1KjhYbxzBQNeJesjhVSOcZyLMZCSVnRbswmOvwUoeLQpDOtiAx8n9ig4Gnt1z8GqQUUNnA4dd3fYvBmCgwtpa4YzfSHkLJzLMVZ3NKphpT3nrm4QWdwsYLJQYIqQO7CtIrSuC5HR0PkEROX4oGLVTGzzKE+VxpmETIcJn8K0eZBZQJUdNzdY+w1cOgId7oJWPeD8hWsauhD/eaUK2idOnMhNN92Er68vISEh9OrVi6NHj+Zqo5RizJgxhIeH4+npSadOnTh06FCuNjabjaFDh1KuXDm8vb25++67OX/+/LU/GyGE+H+kUKwhmZeJ496oSrityGTFigS6d0+gceOLTJ0aRa9eCUyYUIFDhxrQrp1PrusvpMGwlQ5+HOeEi1H06JFWxKy5wtc3g9at/Zg1K4PYWPD3v37zLgNOQFNv+L2J8fP58wpNU1dm/VcBd0dDnZMw6hwcPQc/dIcw78L73LyZa/4WYNw4d6Z4m4hxQkCAxtKlVvCBBqEQVsI9vd1wIwB/1vwCR08U3x64Ulu+4fEYQp1p4Aa3zIb1x4q+rCDVLSam+7txTIezruKn+r0tMO9mmPwXHMrxbcVKwrAD27nGaWt3iszr/z0cbm8KO5Pg8Qg4laNwjTcaC/GkxW0QPMHJyJkuZn1eeK12TYPta6BeVfhgprEx04Xoaxu+EP9VpfqNv2nTJoYMGcL27dtZv349TqeT7t27k5aWPR3w3nvvMWXKFKZPn86uXbsICwujW7dupOT4nnTYsGGsWLGCr7/+mi1btpCamkrPnj1xuUq4A4cQQpQBX5LACHsyaW/7ceDlC/TuHcFnn8Xw4IPpvPaaYsWK6qxYUZMhQ0LyXRuTASNXuPhqrI176uuEhqawYEFB5Q7hk08SsFhgwgQ/evUysWmTO8OHe1C9+vV5Hmvi4Ww6fFoLLFm3//13I+Bq29b4+QkbvKSBPRH2noA5zaBhuYL7W7YMYmKuz9gAI3cj5+ywgn5A6xJ+IHBgJ54EKlUAf78S3jPrA0H//pVo2dMfvGBQC3h4MSw5U6rRX/FtumJT3lWmhajsDc/Wg2/i4WBWKUgTcB8+TCTh6gZwWSZF1nO3aPC1DzxSB9amw7BIiMiRBlMJeBIdn94O+r6leOcjePujwuu0+3jDioXw+MOw+w+Y+wXEXOW3FkL8p6lrcOnSJQWoTZs2KaWU0nVdhYWFqXffffdKm8zMTOXv769mzZqllFIqMTFRubm5qa+//vpKm8jISGUymdSaNWtKdN+kpCQFqKSkpGsZvhBCXJVFi5QatC9GtdLjlf8jh1V4+FH15Zex6ssvY9SpUxnFXp/uUOrOhQ5FzQR1zz1Odfq0Us2bH1KxsY4C21erdkx9+WWiUkqpb7+1q169MlRExPV5LusylKp9QKnXTimV6jSORUToql07pxozRldKKfVKulLWbUrdvUypBnOV2hlddJ/33mssU7xev6LbpSqlZSjl0JU6mazULZuVmhhZ/HVOp1LmAKVqro1TW9VOtXe/Ul9+o1RSctHXRSco1XpE9s+/JCgVuliph79W6v1NSoXPUuqr86V7DuccuurzpUt9/otequvePqRU271KnbIZP0cph2qkLqivi76sSF0eUyqiBOOPVko9nqoU+5XqclGpWFf2ufPKpZ5RNvWgcqq565XyrqHU0FdLdv/ftir19EtKPTZMKb10L4cQ/zqliWmv6bvVpCSjgG1QUBAAp0+fJjo6mu7du19pY7VaufXWW9m6dSsAe/bsweFw5GoTHh5Oo0aNrrTJy2azkZycnOshhBD/n2JjoUULFy1aRDEu8ii/VLfwPv78PKIy69dXpm/fYPr2LUf16kXt2mPMRt66DH6MMNOpsjeffGJmzpxIjhzxp6AvPwcNiuXCBRf33eebdcRCo0buVK16fZ7XsUS4zxdeqQzeWfs4JSaCl5fi6azyfj/a4YfasGqvg7C1Z7kptPh+ly4F7yJSZ0olCtZqYAbibbDNBgSV/HJf3Yd61Oa33+H9acbCyNLoFAC+NeC70zDkFni5Eew7VOxluVSyaDSNMPHGAC3f7qhFeaIq+F2CHn9BkguCMfMqQewtdhelws0cBxXKF98uFJjkDQ8Ew8bj0CkBHFmz6RUxMRYLVkx81RV+WA6zP4NnXim+3w63wAvPwPLvoGdpdh4T4j/uqoN2pRQvvfQS7du3p1GjRgBERxuJaqGhuX+jh4aGXjkXHR2Nu7s7gXlWT+Vsk9fEiRPx9/e/8qhcufLVDlsIIYql6+BwKBwORdeuiuDg/dSvf4r9B/ZxvGE0bs8HMc3Pnw6aiRbNvGnQwLP4TgGnDi0Ww65YFw1Wn2TVKjfCwyEiwsYPPwQQGJg738PlUhw/nozLZQRoBw4oli7VGD36+uSyb7bBqASo4ga+WekgSilcLggMNBESptFfhxne8NQSHcvHOzEnJhbZp8tlfDCpXx/M5iKbFkvX4flhmez4zUUjLUd+vM6VnPOSuEQ8v7KdyCj48xDYClg4mYsZIwckh10tQNWEjnOgViBM3wRf/Vl4SkhBTM/qnG2hSC9FSnqYN3zTGbyPQe0/QSmNGsA3pPJlSUrhFKB21fw73BamPLAgDG6tDIdOgV1XOJ3GfUMx4UE8x7HzYhPFzrWKhQth5FvG311RGtSBM3vh3dcgtB6MHlf8NUL81131b/7nnnuO/fv3s3jx4nzn8uZkKqUKzNMsaZvRo0eTlJR05XHu3LWtnhdCiIJcuKCIjHSxaJEDqzWZsLDDHD68C29vJ5FR1fnRVpeqn5fnLU9/uqCV6hdokg26roB9F8HnTRMHdtTE1zf7vL+/hsmU/TvQ2Ewplo0bMzh2rA42G7RsGYePD3iVsGpKUZwKopOhnwWezbEhUnIy9OjhJEPByDT4fCvc+jHsfULDltSWtWsbF9nv2LHw229G9ZBrkZmpGD9eZ1pDK86bcrzSHuBZFXyK/kIDMIL8sDAIozy3cytYYN50qF6tmAtdkLdIi78ZwqpCnAY3V4VJd8BTP8CuUiyqfCVQo+8yiGlRqs8c+LjDrgeg/AGoehJq6O6MxYcYHBT3+eN68DbBL5WhpQ18Nypadc1OSJ9FEK3JIEaLpkJDnfUr4NOFMHk62OxFdIpRmrJRfYj6C2pVh5nzIDLK+OAnhMjvqoL2oUOHsmrVKn755RcqVcqejggLCwPIN2N+6dKlK7PvYWFh2O12EhISCm2Tl9Vqxc/PL9dDCCGuh9OnYfNmJ5s3p1CjRjK1a0cyd+5Z2rU7y1dfVSAysjVnzjZnkyWNEaY4ntfK0wf3YjfVzCk6DZ5cB5v+BMbCzS2zA/SzZ+3ExFjI++v4iy9SmDcvEcie0KhbVzF37rU/Z13Byhh46jDU8shd4cXbG6ZPt3CspokPo4EIaFYBLGZjzMVPwMCnn15bucfMTJgxw8mcOUmEBtkhRcuur66gt4LnSjCLr2kwaxbEkcBW9oATJk+FqBIE2imZcCxHUTNNgwMt4FQg9F8Kz3WA0a3gZBTYSxhkapqGlgl36qrUS0lNGvzZD6oeg95nNMrjYBE2dha1ovQ60jTY2Q7ae5lInView1m1JTQ0luFPJ8K4TYsl+BY786fB1JkwZ2Hx32pomrEJ18B+kJ4BDdrBqp+Mf6NCiNxKFbQrpXjuuedYvnw5P//8M9XzlC6oXr06YWFhrF+//soxu93Opk2baJtVgqBly5a4ubnlahMVFcXBgwevtBFCiL9TRgbMnq0ze3YGzzyTQMeO55gx4xL9+8cwYoRi8+aabN7cmNtvN9L4lpHMcFIZQhBPYy2m99yi02DkJli2LhNmO3moB/z4Y/b5RYvi2LDBilGHzxAV5WTz5gzAzp13euPra2LxYhP331+CROQScCp4/DC8WQ1eypNtmJoKL06Ajq8AF6BrA1jVG3yucea8xGNzKj74wM7UqXY+/NCTnt2tV6alM52wvBSVW5SCZd+CF55UpTJo8O5YqFKpmAtNEAdszZN7bjFBn2pwNgV2nIfXu8OHvxipMiVNk+msQSFFd4plMcGaLtA6BrxivbhdwXrlIPUq+ystTYM1t0AzMzy6B/YkZp+b54LIpf4MVEmE97Tx/jiY+CFMnQ2uEn6uGPk8vPEirNkIn+f/El8IUZoVroMGDVL+/v7q119/VVFRUVce6enpV9q8++67yt/fXy1fvlwdOHBAPfzww6pChQoqOTl7uf6zzz6rKlWqpDZs2KD27t2rbrvtNtW0aVPldDqv+0pbIYTIafToFDVw4EkFx1SbNmfUxx/HqY8/jlQJCQVXbpmtYlVTFaeWqdKXuUjMVOq+75RijlLcla4GD3aoxMTcbSZMuKAeeyxaXbxolOZISHCq3r0vqLZtz6pbbz2l1q1LVm+9laxmzrx+ZTaGH1Oqyub8x3VdV88+a1M0cimOKNVjq1LH0/O3K8zu3UrddJNS33579WMbNkxXwcFxauVKowrPwAilhh1TKtWhVEyGUixR6pGYkvd3KUOpet+nqiPqlBr5llKrSlCkLDpRqdCnlVq0If+5I5eUYqRSL/9k/Lxkj1K+w5Ua/UvJx9QyVVdPu/Sr+Bdl+C1KqYbfKPVOZKZqp2eqM//PJVhiMpV6fK9SrX9Vam+CccxmU8rcQFcheqp62ZWilFLq21VKBVRVavibpetf15X69PPrOmQhyqzSxLQl3JrCMHPmTAA6deqU6/iCBQsYMGAAAC+//DIZGRkMHjyYhIQE2rRpw7p16/DNkbz54YcfYrFY6NOnDxkZGXTp0oXPPvsM87WuWhJCiDx27IDXX88EMoCLbN6cynff1eLBBxXh4e40bFh4iZOZxDEHJ5MpT9dSJcQY0pxwJB1eNENmK0/GDQF//7ytFLffbiYkxPjiMy1NceyYnf79vfn440zAnYULL3LkiE/eC6/Ks/GwMBLWNSv4/LwlTvjajVvjYXpjqFGyNbYAHDsGDRpA+/ZXN7aBA9NZvDiddev8aN8+65sHG9wXamw4lOEC/LIepZBhyuQsl0BVp0RrNzW4mAwb98KjXXKfquQP47vD3L2wd0UU014M4LunPemxANIc8FG3EvSfBPM8YCZF7nFUqEYB0LUcfHbIit0vgaHeFpZh5v/pyxDKWeGOGFjwE/R3h5XNoZIJylk03sSTOVoGt6lMet/lQbkguG8AvD+25P1rGjzZ728bvhD/WKUK2lUJvv/TNI0xY8YwZsyYQtt4eHgwbdo0pk2bVprbCyFEsS7/nsrIgAYNosnIOMulSy7ef78G991XHVBUrWotMjdbofiCJKbj4iOC6IxWquBKKXApuPk3uITi1j3w7kSNvMtxjLFm/151OhW33HKOqlUt+PpqPPGEldmz4zl//vqkxSgF20/Dzlbwf+zdZXRUVxeA4feOxQ1CgODu7hR3d4o7FIpbsVKcD5fi7lCsQHGnaHF3l+AS18nM/X5cWiSeTDKT5DxrZUGuzZ7IZN8z++yTP6J7lYvW5H4jsaUIpIrGZM+vrw2QLRu4hV1LKkrdu8Patb5cvZqCPHmUP03LZdgEdPz3IBWxqi0JNITwhg9K15loJu04oHSR+Y6dDgq7w7MD0LeJK1myqMmlg5M/Q79tIFeLehXYnW5QSPU5llhk7S7WML4seB+H1fcc8Suox6hRxX352RiQvIGlBm44SpTXq7hdBi7uA1dJRZBsQ1/Zh/WoKF9Wy+VjCReXICRlplsDWxAEwUwMBhkfHyM+PqE0aOCJq+sHMmU6h4vLK54/L0FQUGn6909N5sxWZM5sHWnCbkRmL378j0Am4kIVNKhjmFn9sA7stsh4PDSi6xWCSuUZJmEH2LnTi//9LwCtVnknMkOGJ1hbSxw8mI6gIBlbW/j4MTU3b1qj08Ut8Qk2wo834JEnZLAKm9/5h0C2hRK21iqulY5Zwg5w7Rq0bx/7+ObNA19fN/Lk0fz3/fHRg58vX1qtyFAUWBnDIeUMcmqaUz16CTvKpE8HW7COoC1i7dwwoRYMPa3l+gcVkgQZXeDGS+i8XiY4OPIHctdIyEaJrB9j9jy+5qCDpVWh7jM1n65bUSyB2yU2aQJBH1UE/SaRwgDpToFTGrAG+kkqGks6Gho/8RojGaKaQyAIQrTEaKRdEATBkty5oyc01MDNm8H07PmW9Ol9AJlLlwqQOXPpGF/PiMxRAhjMJwaTkkaxKDh44QPeKgh5YSDtrHe8+ugOEUxeNRqhf38bmje34uHDEPR6mbt3M3H6dABjx35CpbLDwSEEe3vrOA+iTvaAc75woQw4f/e0XvlCw/3wpDqUvgk695hfX5aVzjOpYvmmgNIi8rsnaQD0gKxc/66XcoQ2hl+LN3xik9dd3n+MXt1OKnvwmR3xfrUK0riAPfDwHRRJC6kd4GQbqFfPwK8PZEYP1+IQyY1P7pfwOI5LjmhUsKsJ1NotcdoKHueHrHG7ZLSp1aBWK9+IHJXh9t+Q6w6czgxZ7GCyZMsNOZT7soG0qKLsOiQIQtTESLsgCInKgwehbNvmybZt7yhb9gmjRr1hyxYPxo615caN4ty4UYLMmWM4TPzZHvzphy+9SUkXYlZD/vq1gW3bQmm7AW576JHGBFO7VtoozvpSHrNokTeVK9v+l5wXL66lVCkrliyRSJcu5s/lay+D4I4nzMgGub8ri3nsCV3+gouFgCNwvGq4l4iSszOMGgU9esQt1m8EQhErSKlTvkqVdqOUrcSQjb8r7/eV4/Q504XWpSjUzwWt/4BPAcq2woVh9WoNf11Vc/pW5KPtf2eAYAMcN0Es++pCjTfQxiPqY+PDNqBFBXj9DhqcgateyvZyGkdaG/zZa0yIbvKCkPSJkXZBECyeXi8zebIP4MeZM75otVCokJa+fdWMHp3pm0WJYktGZgQhDCMNMZ0D9+EDDB4ss+GikYZDIO0qI2172jJlSlRx2fBv4fT06coQta+vgdWrP3HokJ6aNW3ImjVmLSa/984Ag17Bq2DI813C/tQL+u6D/SHAK2C0ETpLoI751zNLFhg4ME6hfuMRcFAPPdNDHofPfbtdgUwxvJAMD1/BuufgFtteixFomB+O3IdZp+F/NZSSo6pVocE9IxseqSiZXyJFJN8+Tx8YkQJOxzEOSYKV5SHHathcBX7MHscLxsIaCVIVgTkXoftlWFAEhruAg8aRbqFe/A8jHdUmWBVMEJIxMdIuCILFmjrVj5Yt79K69U3mz39EjhzWdOjgzOzZGRk/Phtjx2YzScIOMI4QJuMS44Q9KAjat5fZcEZFw5E6cnyAUf2sGD9eirSkxcMjhBkzPqBUAX/h42Ng+fKPgD116tiQLVtMn8m33gbBU1+YnwfyfzVK/cEfOv8Fe1RAZWCtnnkTQWMhQzkP+Xwzof+yzSEn/C+COvPIOLn6YExxm9P/mCo6RdNCkM4Zph75tk972yYarqtVtD8S8cJLKmCBLdwLhcUBcY/FRgO/FIaB/8Cm93G/XkxpJPifI4wsBOd10P0G3PaDXqhA48BoYzAL9SZ4ooKQjImkXRAEi3Lrlp7ChX0oXPgFEydepUWLlPz6a2aOHctJy5YpadkyDVmzmm7EbjFeVOcdlVBRO4bn1qsnU7L8VfZ1gIrzJIp7QxYHZUKmVRQD5N7eoeh0AfTuHV7dvBVNm6aiVau4vUT7hkLzi5DeAAW+KysJAHzTwPCqMDwVFHuopkFNyWQ3QXEWCvh9/vczK0+oEYMviVGGahsgyztbuuTMCGrotweexnQ50kisawtOWqh+9Mu2Imngz+pwLRDKrwn/PJUEDbTw0QsuxO3NFAC0aqhTJJSPOXzoexH2+8f9mjFlp4IhKWFYFrjkBw0uwrsQie1o8VXZcs4QGvVFBEGIkEjaBUGwGB8/6qlQ4R/y5PHg6FF3njwpRYMGrhQu7ECePKbpU/4vGZmt+DIVP/riSDk0qKLRJcZolNHrZVq0gH0HL3Njch5yZ5boESoxeZjSh902WvcUOpyc0pA27ZeX4dBQmfz5byNJKtzctLGe1AnKyG+wUXmRX1Xw230BemiwCsaWg7nPYX6HEG6dj2BI2FxkUOlB9bkrSqiRb0bdo3UJWebWSSNvg7w4Il9HBby4C4VngXeQacLMmQqs7eDW8c8xfpbNEW7Uh2cO327/mmQEtR/htpaMjVwaNSuK2eJtG0qzf+BKYPRXajUVBxWMTgsdc8MjH8h9EgoYJXahZo9RT5ppwezYDXq98iEIQvSJpF0QBIuRIoWGDx/Ks2FDHlKkUJMihfa/DhWmdplghuLNaFJQD6totXUMDoZZs7xwc/tIs06QfnNRsml0LAgMpXMrGDkSWreO+rGNRpm3bwOAb3v+yTJ4e0v88ENG5s+P5RP77HUwpD8C7lZg/1XJy1s/yDQHLvwMfoHQzh6eLNXi6akhvSW15vOBPjbQ6XMNe+a1EJovZpeQgLSnd+NmSEkVvzIMGwDeu6AQ4D4L3viZJtTnQ+G9D1RY+O12Zx08aAi598CHcG4S0mjgeCbwl8HXBHGoJYmUkpFUZYJxUMuUvgaeZrgXs1ZBmiygywtefuB+E7Lr1azS2aPpF0rL3TIZc4JjSnjhAe/NUM4jCImRSNoFQbAYkiT99xGf9Mg8QaIfKWiPbZRLJ8kyHD8OmzfDzp0ahkzXMj0A0mSWOFdUpm6dD/TvD8OGRW99G39/I1WrPuX7Bn3//OOHTmdP4cI2cW7xWOYfqJwSDn/V+fL2O/hhA+QpA9tD4acnkEMPv/1m5OxZ2WLa8gUa4IY/SF/1k5etifFCRCqVxOXLDbj2VGLAOok/tsLVa3B8HJS1gxLz4IYJOq5IEpTODD7ecO+7BFQDpHgPDQ/BE8+w5xEKG/1gWdzDAKCGRkcflZo+FfQ08YMLLxN+tB1gkgTds4MuO3g/gXJHJLL4W9FDUqHrpefoTahcAZq1gFp14fgJePU64eMUhMREJO2CICQrMjJrCOINRvoSvdr4FStk6tQxcu1aMC376Dns4kQqA+zOAVvWqxg6NA3/+1/M4nBxkahZ89ttjRs/JmXKrMR1seidr8EvGP4q/mXbxZew5ipULw67SkEXXxjjCAPyQ7RXHUogr4PglwvAV0mu5A4dYjuVwQhI0KMrlP18E7OnJ5S3hVYL4cyzuMWrVsGfXeDWG5hy9Nt9NlrY2QocVfDzQbj/4dv9aWSoaIAzwfDCRCXfhZHYKssMrypz6DmsvWOa68bUHGBgJlBlgYcGaH8B8NOReryGDdNgxzbYuxNKloSNm2HFKli4CBYuVtYwEAThWyJpFwQh2ViAD7/ijzUSvbGJ8vg1awLp08dA796vgHs89XlGz33gZID51WHBdCW5GD065rGkTSuH09M85os5fW/LK+h1A/pm/tK58cor6HUQimWChUXhfxLMtYL+ueDkSSNp0qjInt3C/hzYAam/fCo5wJTYTtiU+LolPgA6DSzoAuWzQu91cPZ57EMFcLCGAZXg7Cs4+urbfWlsYH4F0NrDue9G4rPpoK0NbH0Dd0zUzryGxooCBiMzZSO/lYVeB+D3OD6/2PqfPUzJBmSBS0Gw+7oa2VfFhIkwNAhSpISF85SPsmUg1AAjRkKf/jB1unliFgRLZWGv0oIgCPFjLj7MJJAf0NI6ghVKv7ZxIwwZEsS8eZ8ICnpMAG/5M1UaajVMwewasHAyTJnylk6dYjNKLQFu32zp3v0Z/v4Z2LgxFpf7yokP0C8rDM2hJO1PPkH7PyFXSqiQAX76CHNPQ4fPPduvX5dIkUKyrHp2GdABLl9ti0M3FKc03hSqe1MZcf+Ksx1M+BFKuEHnDXDnQ/jnR4edDpoVgTun4MqBsPuzOkAZa5h8HO59VyZTRw1NY1H+E5khGi2XjEYMKpnlNWHM3zDrremuH12SBP3sYHEGwAnOecOjOkBqWI5Mx5AvdypVKkGfXrBrB1SvChP+B1VrwPoNCR+3IFgikbQLgpDkrTb6M90QxFzZmVroIqxhl2UZWZY5fFjm2jWZsmXfAre4cLEwUq/SUMqRtLLM6jkyRYvCnTspo2ztGN5jFC16Fb67cbhwwZ1z5+wpVy52mZssw1oPWP0CijqBtRp8guCHJZDBFebUADcbOB8A54oo55w5E8qoUYFIkmWVxwBwKpDlOT3ZuFGm6R545xb1KRHJamPPT+mzh5sUp3SAaW0gnw68PeNW/10sA0yt9J4Jg/7h77/D9pXsVRZyZYVKq+FT4Jft7hrIoIN2L+BZSOwf/2v51BrsggIpj0zj3LC4BIw6AKteJXyNu1aCjo4wNzsMzA+1CgA68CsBFzXaMMVZ5X6A+vXgxhVYsRTu3IFMmZQPPz/z1OgLgiWwkGU0BEEQ4odelvGRVEyTnKiJLsK2jj4+Rvz9IVOm+8iyPVrtHaytJf75pzgNjtpDfonKmWSKnAph+BSZHTusyZQpdi+hXl6hvHrl/N/nAQFGDIYQ0qfXxHoC6klv6H4HpueFSq5Kwu4+FfJXhJ3lIVSC5q/h8VnI2FAZAQ0OhubNVXTvbhkTUEFJyHxDoXp5a2rYhuDn58dbjQOGWFQOyTL4BMDVx2rOp1KzvG/4xznawh/9oO4cOOkFL4eBS9TVU2FYaSBtCVcCBqTkYwYJg/zt4rJONrC5GlQNBe9QcJG/TLS1toZPEoSaMCE9aedAtkB/Am3saJZbwjsUel6FjA5QxSHK001Kp4K0aWDoC1iQBz6khUvXJZ6FStTXymwBbL764VerlSQdYMxoePQQ9u1TVt51doYLF5S1EGxi8X0ShMRKjLQLgpBkBcsy2wlGhcSPkhWqCDLip0+hQAFv3N190es9sbG5zcSJ2fn0qRqpcjkTKPuTwk5Pp+tBjBppYMECa6pVi0tkGdBqv8TStet7rl+PfeKsN8Ijb+jgBj2zwDNPyD0T8rvC2YqgUcEUPZz3gPM1wem/VUVVqNXx11YzNoKNUPgASCoJtdrIy5dG/J0ht33Mq0eMMuTqAbJRqYxRR9IPXaOGAwOghAGyj4NHsSyVaVtaondJFc32SjzxCedxVHC8DpTeBne8vmyfZAOVneC+XonbFLSSRDajkeIoizl1KwAjHeDt84hXao1PTSWYkhH6esOInWCrAf+lcNAXesjwKYLzNBr44w/w8gIPD+UGp3x5ZS7JjRvgb4aFpATBHETSLghCkhQqy/xJMC9lPb0k6wiPu34dmjQx8vx5KGr1WZo2tWLEiGwMGJCF86+g1l7wnnCO0it9GTDAn4kTbWnfPvZx7d/vicHwpSv3nTvw4oU9Vasa0OkiOTECRhlWfIAh16GoI1x5CQ3WQ2F3ONVdOcZDhttvYEZWyO349dkSJi2kNhU14AI5cuhYtcrA1VsGjjh+O2odbTJhatkjc2wclHOCWrPgQiwnbxZMAaldYL8HGCJ47Np2UO5POPb1Y2ihzkMIMeFo+0E7B3wDgznx+fMR5eG+F/xxBwxmKDPpDfyWFjq+A389MBpC/4FNwG9GIx+iqH2xslIS9Rs3oEIFaNgQZs2CrVth586EeAaCYD4iaRcEIclZYvBnphyIPzBAFX4dgIcHjBkDP//8gStXHtCnjxdjx2Zn69aiDBuWjVNPodtpqFQQbHVuFCvmwpQprvTsGbfYevV6hF6f/b/Pt20L5dSpV0ydqsLBIeZZqUGGIfdhagEorIEef0HR9LChpTJ6/FaGgZ7w9gPk/Wqk2dtb5vhxmTp1LPDPgAbIBvXq2VG1qh6k2BV6z9ih3NTYpPQnfYmn0TpHpYL1/aFSelgQzoTS6OhQAqaXglHXISSCpH1FU+icEzocgJ23lW3tnMHFRKuj/ksFtJMkxn119zD6Bxh1FCY9NO1jRddgB5iUA3S9lHd92rmB4YWRZQYjd2NwI1GvHvz+O4SGKkl8167xF7MgWAILfLUWBEGImyVGPdklNd0iGGH39oYOHUIZO/Y5WbN6sXmzIxMnZuHXX7MBcNEDep6ACtlhSm6wkXKweLFMly6miW/Z55V0zp8PZONGX8CJ2LZ77HYFHH2gU2a4+ALyucHUGuD8+am/08NzP5ifFfJ91Y3F2xuOH5epWzcuzyR+uAG//jtPt4yT0hcxFn+tZu2Axb0gi5OGziXson2evTVMbgt5XOGvCzF/XIC2OSCFFrocDn+/SoLxZeGnwrDzpbKtnUppmNPFhMmnWpLoZ6XlTmAwK77aPr8m/O8QDHpquseKiZ4aWDcc9N7gsEWinZcK+Z2acSopwjKZ8NSvr9x8jxnz5fdKEJIqkbQLgpCkDDEEMEVtRyPCrzUxGKBcuRCOHv2HBg28mDEjA82bp8XBQZlU+tQTmu+G4rlgXD4l8VKrdRw+bKoyknw0bKhc6+VLHaVLO3D1akpy545d0r73NRwop9xoPPgAU2tD6s/5qa8Bmt2D9I8hn/OXc/R6mVq1ArC0RZX+ZSdBhX/n+Ka3htTqGFfxtF8In7yhfknwJIDLxKzWJaUDdK0O557CyXsxe+x/7a4KByJ5WBsNDCgMBdPCugdftu9sGbvHi4ibJDFRp+VSsP6/bXVzwuH6sGA3DDLT4ktNHWHrcbhbA6bmkmj4UuLoR6gYEEpoDFvESBI0aBBPgQqChRDdYwRBSBKMssxkgx8VJC2VJM03k04NBuWjdm0j16+HotWewtOzPDqdClvbL/UIXoFQaCGUrwTzi4ONGqpWfYCPTxby5o173UJoqIws3wMKcfeuxMaNalatil0HjFAjVDoBx8vBD9OhTCbY0g5sP9+ryDIEy2BtA6t/+PZcWQZfXyPnz5u4FsMEsv8Fuq/DcoV9GZW8PSYePoR/O1m+eeLE/qWF+LFbzK6Rwh5+awitW8nUD5F5vknC0Tb6dw+5nCHwHZT4Ay60Cv8YOy3YB0KPfeD2I1zOA9mMoMcUS20ptJJENgn66w0U1WnoIklIEpRJD0cbQ5Wj4OoEw91N9IDRpFJBzWJg9IQpL2FlEXh7HM7kCiEkvY1IUAThO2KkXRCERC9EllljDCKNpKauygr1Vwl7YCCMGiXj7i7z4MFFbt+Gly8r4+ys/SZhf+UD6SZBkVywq4ySsAP4+nry7JkRlSruI+116twiJCQtsizh4aEnJCT2LevaXoVHvlBgCuRwhd2dvyTsAK+MkOcOXM2mJIbfU6nssbe3vEmo3nrg68myEtirlHKSGDHC09WgVoEsqfC21eATGPVp37PRgZNDCP77d+PeLeYtV9IFw6cQeB8Q8TGdisMvFaHhQrj+DHz1UMhE/dr/VU6jZrKVjlehRoI+b5MkKO0OW0tA0G0I0Ed6iXihksDJBZZbw7zXcLAyFE9jQ4aPgbyJaBavICRTImkXBCFR08sy2416PJHorLZF+pywGwwyx455Mnt2KGvXBrJ+vczz5yVJlUr33zH/uvYKSi6HckXg76Zfemffvu1HzpzZ0GpNN+Z38qQzoaEyDRu+I3/+2F3jqT+884ZxmaB2DjjbhzD93cs+g5Lvw24HZVuZMmbo+Rdd9so/L3zgdSTJbkTuvgDvgG8rak4/hr23YhfOqlVWtGyZhh8qSZx9Fv3zJAmu/AaP30GXvyM/bnRJ6F0PaqyHElaAiUtWJEkincHI0lAjp78qPZEkqJsbsrrBymvga+KbhegoJ8EyF5jrD4vfwt9qKOhkTSXvYG6FisRdEP4lknZBEBItWZZZYdTzWpYZoP4y6XT9ej/mzjXSuPEzPDxCmD07mJo1w3+5O/MU2uyFiiVgV8Nv950/70XhwrZYWZn2pXLFCj2ZM7swfnzMz33sB70vw7H7cPgWbGwbNjH/yxv8zsD2iuFfY+1amT/+sLzSGAC1DG3zKf/feg/2evL94rFRmvYn5M4ANp/Ps7OFnvWgZfHYx7V2bUl2dlKz6QrsuRH987QqaJURnvrA2SdRxF0O3F2hQRB4usK+2IcbrvpWGhohscsg4/vdvg4F4fhjeBSTWaAm1MQWpuWAKd4w84XEllCJ+zs1dPIO5lJELXgEIZkRSbsgCInWGEMwNkB/zZesbuHCp/TqFcKQIT7Mn5+T+fNtadLEJdzz//kHeq2GCvlgfkll1cZvpYQIJrTG1JYtH7hzxxnQMHo0jBwZu+tc9YI9twEPGF4R7L4Lb3Mw9LoEA/JE3Nd82DDLnIA6/hoYDTD235IhG5RSmRjcXxy5BWfuw6CmykqnyJDZEdoXiXt8VhoYXQNuvoEdN6N/zqgqcOMW7HwR9fFjS8GvJ+DNClgSt3DD1VwtcdAo8ymciZ5dCkP6BF4p9WutNTA/E0zzh1+uSsiDNVxYo6aXl5FrZijdEQRLI5J2QRASpYHBvpSV1LRTKQXbBw68pVKl+4wcacvcuY4cPmxLmza2Yc4zGmWqVHlPpUpGOk0JpXRBGF8UnMPJzY8c0VKhgmSSpdJPn/bBwwNat/6ILOto1SpsbFF57AejzgA+8FttyJ4y7DEnPWFgVhhcSKnnDp9ljlz+8eS7vuY6GJwaCsTgvunafbj7CJDBaISmC8ATby4TzSw7Cs620LWskrhXGg93opGIZ3SCCZVh/XU4+DTyY9sUhV1NiNGNSkyU16lx9zfQ8vNk16/VzAmu0e+MGS8a28KebLDDAIv/J8EpDeeMRtqcM/Ls+7cHBCGZEUm7IAiJiizLjAj2o5ZaRzWVhk+fjGTIcJfWrV9y/LgVM2boaNlSTYUKVl+do5zXoIGRzJmDOHbsHMcfXuBeHjXZXCBlOOUXCxY8Y9u2J4Dpar/XrbPh9euUXL4c83N9DVD2Ktx6Av0qwLCSYP9d3Gs/warzUFgL1pGU4V+5YsF9Ob4b6c2lA6eYJLAGmNoFiuVQyobmtobXr+3ZuzOHyUJMaQfaIDj+CiqNg48+kR9vq4MCKeD5C3gboPw8RkSSoEZmONIPDvjClPcmC/s/Gxy1vPALxRDDtooJpYwOThWBURI00Er0dlBzK2MopQ8a8dVbZsyCkBBE0i4IQqKhl2WmhwSTU9JSTa0DI6RPf4TXr3PStGlhgoMz0r69E1rtl8moXl5G/ve/EFxcgjl16jqn/1Gj3lIHp34l6F5UYkCF8B/L19fI/Pl2FC9uqgTXQKpUEg8fasiaNWatUGQZvHzg/R5onR9mlATb78IKlcH7PUzNAZWiaN2XLp0UZjKupXD6fCOiN0BgCDFuJd+vCQxsBlZaJQF2dwY5VE1IQAwL46MwuA4Ez4V8RcErJPJEHKBeQRhXAzrtgMvvIj9WJUE6a5CM8NYBQkw8Z9hNLeESZCS9hea/kgRpbcG/OOzaLZFmrooGKdW8KR1C2g3gI0plhGRKJO2CICQKwbLMCkMo81QqXHVWPH5k4MYNyJ27Oi1ahLJkiQqdTkKlkrh7F65dkzl82EjFim/YvPkEa9Z84tzDwny01VHRUYXXLyoWNY+shMQZtdrBJK0eP37U8/49gAqtNvyOLpG5+xZyToRGBWB93bC16iEyrPGFW47wc55YtEe0FDI8rKZ8fY4+hV8v8V8nmehSqyL7npqOWgU6DRz9GbqthVuvIj9epYK0NuDgCPc/QGgUiXguNaxzglm3YOZFCDBxV5frbjrkAAOxXDcq3qWQ4FwhyDAf3gRIpNSpsVJL+NtC3kUyjx+bO0JBSHgiaRcEweIZZJmNhlBOyTKTtTrczkOdOp8YM8bIxYsS69crRc/XrsGmTQaqVPnIuHEye/cauHbNnWvXqtGggTttj0CxTXCwWnQeNQgwTaa0fft7bt+WSJ06hhko8PcDqDgPtGnhz9Zh9xtlWO4Hw+5DsQ8mCNZMTr0Fn6CvNqhREnZTrDAUCsSidWR0He4H0/fDkSgy4K5loV5aaL0OvIIiPxZQis7zwvBHcCceymSq6mWaGSx0uB3Iq4IN2eHIe0hxDtqqNGgqGnm5Hxo3hk2blI/38fC1EQRLZMGFjYIgCIppwUE4qdWs1eo4cwb2HoQ2bWwYNEgiKAimTgUwIkkykiTTvXsgI0a4oNV+mcG4/Rq8fAeDM0U90n3vXhCHDtnSoYOTyZ5Dhw7WFCoUs5fcvbeg9xZ47wgTaoR/jAEY/hJmp4KOmeIep7nMuAEvv06sraC0GxQ1wSRga7sg0uX2AdzifrFwqFQwry3MOAK+wdCoYMTHNskMR5/BtHMwuXLkP4t5jFDVCM4lYOczyOMGtiZaJlWSJJY6acjhbWCTi4YWprmsyf3wA8wLhl5roHIHNcPyGpiwwMj1OWpa/glcg477IWNGsLWFoUPNHbEgxB+RtAuCYNEG+gfxg1ZNE42Wy5eN7Nkj062bmsyZHTAaZTp0CKZhQ6VeuUABiVy51ED6b66x8wYM+BN6lYMBlaMuH7l/3xd7e08qVDBN0l61qguhoTEb0Tx0F/pthSc6mF8fuucO/7guj8HhJnRsZoJAze27BL20rWmSdoOsJjDUtDXt37O3guo5oPUSULWHBgXCP65xMZi4D2achUmVv10A6nu5raCKFfyVBY7sg+uvYFvTmJdXRcRWgmE6FVsCjLSwtdw33qtUgdxzYeF98CylIo1OZslwI0Xuqlh9ALJlhFzO0L49XLignNO6NTRpYtawBcHkLPe3VBCEZK+/fyDLtRpqabVIkkSOHBK9eqlYsQIKFvxEkSJXGTpUQ7Nm0KyZily5wr6knXgI3TcqpQn9KoF1tEYqbcmVKyWZTDRynSWLDTlyRL/F4+UX0GkdPNTA4sbQNWfEPdf3e8OByqaJ0+w+DyN5+ECPXZisM6U+QMun56Z71yQihTJC5/LQfRWcehDxcX90BYcQqLY+Ghf9BOcDYFErOPYMqsZiQa6IaCWJ6lqJQwFGFpjusvFme0GocUNi7jWJxyEG3PIYaVoWVlpDxbpw/jw0awZ//gk9e0LBgspHQDyWRglCQhJJuyAIFscgy4wJ1rNSp+WoVo3t56FFBweJv/7yJlMmH06edObEiQLkyxf+y5gswx0vqHsEWhaDIdWU1ntRkWWZKlVs+O23FCZ8RtEjy/DsE1T8Hd6kAnU+yOYMunBaHupl+OEWXMwHeRI+1HhxrjLYa5RuKU+9THVVGYwyRiMY4rk9vZ0VDKsDLUpA/Tlw7034XWVypAGbALgTqnTJicwgZ2jmAJlc4XFP+EcNteaaLua8WpjrpOZViGzC5qamt349TOgO1zKBQQ8rHTXM00tUqiST1g5y/gXZ8kDz5uDlBffuwcmTSq9+o2UuSyAIMSaSdkEQLEqwLDNfb2ChJLFdo6aoJH1TQtCjhxOdOzvg5KTCyUkTYevC+++g4K/Q1BpmNlY6fUTH/ftBpEr1gHnzEr4FS6gRso+CSnlhfGWYkQuqpAn/2Hav4cltZcFQC+3eGG1ewRAQrCTs/z0XW8A5bteVZRmPx0b424f1O+G3TcrjxCedBma1gE9z4KfV8DCCSZLPJ8NbD6gUxWi7lQq0RijzGGQtPOoLn2zho4lGj9WShGuozLxAI9ssd04qtrbKiPmVN3CgpMSc+zBWC8NDoH8jmawayLAV3oWAk9OXjxs3wM7MC0YJgqmIpF0QBIsRIsv8GRzKHoOBOToNVb5L2EGZQBdVj/F/HkPRidCqBKzqEPOktmpVI8OGxewcUzj9COoWgGqlYd49yGAbfuxPguDtbdhbFZzjt1Q7QUy7Bgc9vtqggRTpIUccK1pkGQYMCkGXRU1KV9h8BK49i9s1o0OSlI+/h0CpcXA2nPaEEvCDFrxVUXeGyRcIDpkADVhJYPCEDlvhhadp4q1jo2KATsUNvYwlLzpaqhSUKAE21uCbVeLcW4mfAqFrIOxqKlPAGiodhFtf3Zj9+70QhKRAJO2CIFgEWZZZFBjKK4PMARurWHez2HUdGi0C7j5idYeYDR3q9UbWrXsPZInlo8fexouw87rShWTKNZhRHJqEU1P/SA+9H4OVEVxN1EnEImj4ZlZmcTvoGcdmLyqVxJZdNlg3tCdNOvipCpTJGbdrxlSbwtBwJuy+/u12tQp294fcNjDjn8iv8as95NDA8lBIYQebu0BAKGy/Zbo4S8rwRxA8MlrucPvKlcqIexrgD2d46wSv3kuk/AirZNhVFwo7Q8dzcPGtmYMVhHggknZBECzCMD89kyQYbBeNwvMIbLsCvTfBu6M3mdaEWK36mS6dRM+esQ4hVpafhj7HYHgdGHERsjlAywjuG675K//OKwvpHRIuxninAySlxnvkYUw2CRXA5z3c+tt014suSYKZHaFnJei9AXZc+na/kxUMKAanH8KRqBYLegu/GpUFYrO5wLwG8F5vuv7ttW0lCgfDxNB4bWkfZ5MmwW+/QW5gvit4hEITFUwbAaMDYV4JKBAMvY7BNdG/XUhiRNIuCILZ9fIJZq5OxVbr2HehPXAL+m2E53uuse4XZ7p3yxrja4SGSpw8aU/t2taxjiOm1p6DAD382QraPIR9HjCvTPjHPg6CkVegqB9kj/k6TRZtQkHIbKdMFv3jNqZrqS5//jDTuxJaDfzSALqXh75r4cCN7w7Qw91HcP1d5NdZ6gCOWv57NyKvK3h/gBYb4LWJalrGOsEVg7LCrqVq2xZmzIBBg6CgFSzPBW98JAJXSMxtBiP0MPkHyOECrffDMx9zRywIpiOSdkEQzEaWZYYEhrLSRsMpnZqysRgZl2W48hxaLZXxOHqbVYNd+LGJO+qIeiRGwmg0cvGiCWsOIiHLsP8m3HsNXcpC+XRw9Q5cbQSFUoY93tcAZW9CZj8YXChBQkwQsgyyEfI6gO2/JTJpQTJBrb4sK/k6KpT/GMPv5hLfbHXQvzqcHgVbz8G151/iKJ4ZpraEcX/DiacRX6OoLWCEEl+tpDquLjjroOh4CNbHPc68OgmHT1DYKGPBeTvBwXDzpvL/nLYwIzs4ayD0Mlyxh1Q2ML8SpLOHUrvBzwRfG0GwBCJpFwTBLPSyzO8BoaxC5rBGRZFwJp1GRZbh0XsoMR08Xz9jUlOJdq0zoNXG7qXN29uAk1P8Fz3LMpx9Ao2Xg7WzktSV2gmyHtKG085dlsEzFFxtYWddpawiqdj0EKZ8VzaSxQ5254n7tT39IGNPUKuVdozDF8CeM3G/bmzY6CBDClCHQqlR8Oid8n210sKgctC+NLwPjrwtpfN9eP3157ZwtDukzgLuJloJ9II7+PuDl4Vm7VZWStK+Z8+XbW46SOkCOMOlUGgVDDod7G0ImVSQdiN4hZgrYkEwHZG0C4KQ4IJlmaWBRp4ZJd7ZaCkbi4Qd4MZLyDVaxnBDj8shPWnSWKOKarnTCMiyTKFCFzh/Pn6Wuv/yOEp3myoz4ecKMLISPPUFdyt4+GP4q7XeDoBcxyHPY9AksVdtWQajRJilQTVx7Phx3wNytIfsKsiXJZTRPQIwyuYZaf/aoh7QNB/kGw43XyjbVBJk0EGnBfD0Q8Tn3s0DBit48FVir1HBlR6Ao2nq2zWSRG4viUKhcb9WfJAk0GpB810l3c1bUOg2cBk2BcIQX/CX4VxLyK+DAtvgkb9ZQhYEk0liL/+CIFg6gyyzKMDAeL2RIg6xr2E/dAvK/y5jfPGWFNcfMWGCRMeOcen6IgFF4nB+9Oy6DtWWQe/qSv/4W5+gzREYVRycIpiDW+8mtHCALfXiPTzzsEWZiApsu0WcJ6GeuwP1hkGl3HBkDnwMDeat+ztym2iF27ha/wu0LwcVx8Ohz11lBpeF0ulh18VIRttleB8IncNJqGs4Q43VcDKSlVij60gGCHgHR+J+qQSjkuCkDmrkAx7APB84/rks5ngzKGwPTY7AZdFVRkjERNIuCEKCGu9rYKwRptupaR/La2zfDp3mg48d2B6/yNSpGnr2zB7HyGSGDo3f4cXVZ6DDCvi1MUxrqGzb8RTc7cIviwFY9Rq8nsLikvEamllVTQd5nJX/d98BxKE/+5k70GM6VMwLq0eBSgXyBzvK+GemfjkTBGsiiztC12rQeRHsuPB5YwoYsAH0EfwYqoDBBngmw85PX7ZLEqzqDQ1zQbf1cORa3GJTAx1tYEIiqwV3AFbaQNMUgBHWW8N7lBWFV1eDQlroeQQuicRdSKRiP8wlCIIQQ3299CyzUrHdWkXNGEw6DQ6GVq1CgTeAN5eDU/LyyRuQvLG1KUCXLnEfQu3d+wmfPmWO83UisvwUjNgG/2sMPxVXtp17C8EGmFkm4qR9/SuYlD/u5SIWS4bKzpD731UrrYEUsbvUlUfQYwaUzwPjuoG9DQT6wauP8Nc/kMYa/rcaiuaCdKlMFH8sqVQwtjG4WEH/paAOAc4CttBxAWzsH/YctQT97WFaEOxRQYOv9llp4H/VwQ7otQmW6aBcLOcFqCXo5whF38PitNA9dpcxC3ctzMwE8kvY7A2frGGnDlJYw7QKMOwkdPsb/qgJuZzNHa0gxIwYaRcEIUH0+WRgiZWa49YqakQzYe/VC/LnP0yZMo/o1i2I9+8fk71RZp6lSQEf3iDdecHfxzKYJL6DBx/zyy/xU/D850UY8ieMbwxdyikL6zwMgObXwCBDhgjaN056B50zQ+c8yjlJze2PMOQUfN2qxCoX7C8Y82s9fw/Tt8OGX2HCT5AyvNF6I7StAa5xXGnVVGx00K82dKoMPy2AM/tPsq+LH4evR3xOKmC1FeAYdp+jNfxaHWqUBI+gsPtjIo0apjjD1eAoD7U4GbWwIC1UugeHQ6DsB2UuQ2o7mFYRMttC7T3wIY5fI0FIaEnwz4AgCJbEIMuM8jKw3ErilLVE8QgmnQYHGwkKMnLunD/Ozg9Jleop1av7cuZMRY4fz0yNGnb0+70sc67YwOkr7FlTCDe3JuTKFfch6JAQI7Kci9y5TT+c/c9DaL8ShteFzmVBp1ESCN8AKBQKo4qFf95KDxh/ENz8QZdEX6kDQ8HDBsj4ZZvkBTlsYnadoBBoMg2W9oH8WcDl+4RWJSNpZMb1gO6NwSr263eZnK0VDG8OP1aEwGB/Mjkb8ZehRATdYLQSZJFg5StY+DzsfkdrSKuFrqvh4vPYT7zVSpDVCKs9YamFdpKJTGor2FMUctrDVWco/HnxKlcbWF8b3NWQ7Q8IMJg1TEGIkST6p0AQBEsQLMvM8zMy1yCzw1qi2OeEXa+Hp0/h6VMDT5+G8PSpP2XLPiZ37ru0aLGfTp0+8e5dJho2tMfRUYudvZpTjyWar4Dgo9dJ+eE5TRpdw8pKHatVT7/Xvftlnj0LJUwLkzgKNcIHP+hdCQZVBY1aSaLueEGprZDWBqzUYc8LMsDrQJhcFqqY5o0Ei2XnB06eyv9feoMxFkmUlRYuTFES4PCkzB5ImX4vsNaF7TpiCXQamN0NqhYuRt6+tgRlBC8/eOcd/vHWMji4gj5t+PuH1YFOVeCHKeAZh+VNK9rCDGd4EwyBsb+M2dhqIL0RpKPgnRXefv7ZstHAyRaQUwsZ/oFXifHJCcmSBb58CYKQFITIMsv9ZSbrYb6TmhpfLXb04oWBEiX8KFoU4BPwgkOHSpEihRWQN8y1Dt6A2tNC4cFdMno9ZvG6Hxg3zoPt25Ue3HHVt29B/P01sVqQKSJ/31USpuN3YXbrb/eV3Antc8KSymHPCzLCwlew4BLMLaRMMkzK6meA3p9rr6svAf9Y1LNH+jWSwdXHlnLPMkLm2ESYMJTn8IAfChTinzsaHqaA7otgezgj7iVU8D9ruB4AH4GU2rDXmtsA9MCZF1A3V+x+jiQJ0uvhf3oop4PKiXCY74ga6laHvb5QLwTWO0BOK+W5nWsD1TZD5XfwZ3nIb+Z5DoIQlUT4KygIgqWTZZlZ3jDGIDM5hZrW382idHQ0MGGCJ4cOOXHoUBYOHarwOWEPa+0paDjDCNdukOnNA2bPLo5Gk4Zy5YphY2OaOoeRI4OYOFHGykSLFm08B/Vnw6WnYRP21XdBp4dlVcI/96Mepj+FGYWhsQkWGLJUQaGw8T7fDh3Z8k2pjKncew5TN5v+uqbWqFFJdgyzpWd9QAWPPOHM3QgODoEFH+FyJIsGLWoAnVbBivOxj6m+AzQIhW1B4Bv7y5jVDgna+8FFI3T3gVufu+KoJNjZGIqoofNeuPjGvHEKQlRE0i4IgskN+QQT1LDYSU2HcPa7uur4+efMUV5n3inosx5C/jlPqjeBLFxYksaNM7Jhw2MaNQrA0THuw9Bbt3pw44ZXnK/zten7YXwTZeLp12Y/hb5nYEqZ8M8zyDD0EWR9Cy1ymzQki+Ovh+kX+LYnezqYmYRvVKLSs6cGV1eJma1gbA244Qu7L4d/bAWgiisQRf3/1NrQbzNM2x37uFrZwSEjeMWxf765aCWYkxr6WsPfTkqTnn/Z62BudWWUvddRuBbJ4laCYG4iaRcEwaR6v5eZaw377KFx1IdHaPHiF4ze5cXcruD0/gm7dxeldu10bNr0lL179Si9AePu3LlP9O4N6dObpg5lwl8wqCb0qhq2JGHvbVhaEbqErQACoMEDOHAW5v1gklAsnzWQ/qvPg6CdWzyUBCWyEiOtBgbXgQl1YN0JOBRO3/U8OshnA4MewetIOrx0qABr2sHEYzBjT+ziKWcHaT9Bc4NScpMYOalhtCP00sIUA9z8au5EKluYVBGyO0KbA/A8sb6lICR5ImkXBMEkZFnml48yy1RwxgZ+iGXmJcuw9ZLM4BVWzCyuZlH/fYTqDZQoYYUsy3h4pGXIkGwUL66N+mLR4k6+fCmxsYnby6Esw5yDkMYJmhYH7Xe19qPOwsnHUCKV8rb894wyXHgG13+EQhFMMExy1CB97k8vy8RfRigDiaxLiK0O8mWFFxK0mAbXnobtBCPp4YYrBEUyO00lQcOCsLwDPPCPfTeZLe7wIlB5NyixSgFMlqCYFVT+qExM/ffrkdoOFlRX+ryX+EN5J0gQLI1I2gVBiDO9DFO8YJERDjtDkQjaOkbFKMOxWzItevpguKnFTrLm/dtAPDx+RJIkDhx4zZAhV3B2ltCZqG2fjY0GXRx7KhqM8MdZGL4dHO2VbiBfCwoFvxDY1QCyhNNfG6DUCeCakjwkF0VsYW1m5f/NV8EdLfHzV0lCWeYzkWmQG6Y3VBLIYv3g8etvk+6ZGqjqrJStRJaMq1XKwlLrT8K0YxGvuBoZVw2keA3pE9nNz/fsgVRG8HKFDHe/vZdzsoJ9zSCTFtJuBS/Rx12wMCJpFwQhToJlWOoDswJhjQOUU0uxKm+QZTh2H6r+GoLzQz3z57mwevUJHjzQo9EoL1UODmoKF3bA1dU0o+wfPuhp2NCWkiVj2Bj8KwYj7LgCPXfAlK7wY/Fv9/uFwMQLkNEBqmUMv/TjiT+kD4EHfcMfhU9qZBmuf/icS39+vgYV8fcXKRg+fYQ3H+Pp+vFEJcGgWtC0LBi0kKsNXH/8Zb9aUkbbi96EkChGwH/ICau6wfS9sOwoBMdiJPl6TpCfwe2Yn2pR5qihLSDlhuvfTeRVq+B8J8gfDAWXwoNPZglREMIlknZBEGLNIMMibxgfCtPcJRpbxz7j3HYZaqwykML+HePHu9KpE4BM3brF/kvaf/ghNZcu5aNBg0gvFW27dn2ga9fXPH4c9bHhkWVYdwY6b4TfmkLvcBZKuvoB/rgHuV3Cv8bNAGh7An4rAk4WtOhPfJKBGpv5ZiVUnKFuetDE003LnjOwZl/8XDveOSj/NKgOlYbCoYtfdlXxB7ucRKtuv2lBmNYCxm6HN16xC6WGBlolgdKRlSrorILK3rA/nA48x9pB4dTQ/E+4LLrKCBZCJO2CIMSaHhgbDDNSQvs4Xqv3ARnj2StkuRdAz55w4MBL7t71Zto0V6yt4+ulSkPr1lqKFInd2TP3QM81MKUJDCoZdr9PCBx4Ar9XhFqZw+6/HQC970I6HbibqN1kopLmy3/b5IFVRcDGhGUsRhkmr//8ifbzRyL0Y2lwzwSZ00D3htBlDuw4pewb7gKptPC/J9G7VocSMKMLLD2nLP4VE5IEC9PDmzfwR8xOtUgLJOiTCjrrYavft/us1LCqPhRKDT0PwuV35olREL4mknZBEGKlz1toHQibUkLrqA+P1LA/YEYDcL6amhkzcgFw7NgbWrTIQvr08VPkfe+eL3PneqA0B4+5sX/CqL9gbXfoEU4LR4MRWuyGY8+hbpYIYgiEVFYwswykcYhVGImXCvhqwm2znMoS86YkAYVzfP5E5tuR/USkUV5Ikxnm7oFRP8LPDaD/Stj9b//1BzArBj8/bYrD2sPQdk7MY7FTwQgHpW97YicB/SR4bQ0DPsK2Z9/uT2EDU6tCnpTQdT/cE6UygpmJpF0QhBjr+xaWhMAIHVSL48job6dhzgsY2zGEM2fSU7Ei7Nz5jGXLnlGqlDsODvEzPJohgy3NmuXkv9qDGJiyE6YdgG39oFHR8I+RgctvYV2d8Pc/9IO+xyCnJ6SP3X1Douakhi05oj4uLiQJapWEAllhUheYsQ6ORdD33NJtaQt2tlB7NPSrD51qQtcZcOYGHMwCOteYXe/wUNjxEBpOjdl5WgkqWcGBt7AgZqdaJBdgkxo80sADt7D7U9vB9CqQyRpqnYcPkSxmJQjxTSTtgiBEm0GGMe9gWQCcTg3F1LHvqW0wwuwLMPmgkcCFwezZqCX35wWFvL1D6NMnM7Vrh/NX1ERu3gzl8eMg+vWL/l2H0Qgr/lZG2df/BNXzhj9xNNgA2ZaBrQYyO4XdL8vgq4fCaWBU6dg/h8Qq2KBMosxqmlb7UXqhhS0u8M4LPnkr38fEJqsLPF0ED98qkyWHN4HmVaHGQDC+Bz89lPw7+tfLngYeT4QXQEgMu8nkt4Z5LvD6U6LrpBmGBmgKLNPBOH/4y08pq/paShv4owmkewPZNkJAEqjpFxInkbQLghBtm/1gTgBsTwPFtLFP2PUGWHcdRh8Cm/0XSBvsg6OjhCRJBAcbeP8+BCsr3X8TUE3NYJB58UKPwWAf7daRoQb48zz0Ww1zO0KDYqCKILwftoFaDY+6ht0ny3DLD0rtgnTvwSqSHttJVfZFEJpQpSoyeN2EyxMAI/SaCKcuJ87E3c4aXodCtRFKW9E53aBxXcjfGoIfQ0DxqK/xL0mCtI6wui00XASeflGf8y+1BK5GmBcM2xJpydHX1EBnCUalhNbv4OinsIm7tQZOdoBcwZBxFrz0MUuoQjInknZBEKLFR4Z3tjA3M9S0iX3CfvgIbLgEg3ZDzwwyP6QoxJYtKXBzUy747JkfBw54kyVLBtMF/50PH4Lp0uUk+fNHrzBXlmHrWfhpKYxtBl0qR/z8r78DH2843zri9o2l/4GOTrAoLkvGJmYGIKEn3hqAUFg6DlbvhAOnEvjxTUCSoGIp8DTArWfK52v7Q+tmIP0Cflq4EoNkUpLAXgevX0Of5fDGM/rn1nGGvrZwNRCSwgKiEjBUgiqZoPot2OsRzjESnO0KhdJA1bVw40OChykkcyJpFwQhWnxkcDFAm1ice/o0zJrlxaxZt6k3zEDfNdAtn8ydP4MJDTXi7v7l2Jw5nThwoCwtWoRTV2IyKnLnTsOgQdF7DIMRui2FMc1gYN2Ijzv/Gjrvg+JuYB1B1c3KN6B9AksaxiLspCSGNdhxlScrFMsNGGH5OGg1GFb9mbAxxJVGBTu6QN4sMOevL9tX9Yc+zeHZGxjvHbNrZnGF1d3hkScMWwvvvaJ/bmkZtoTAk0T4rkVEGqrBpRw0eQwr74fdr5JgRwsokha67IWLoh2kkIBE0i4IQrSkV0H7GPQR9/ODrl196dr1b3r1+puBA08w8I8QDHkklrSCSrbg769m7lwrsmRJ2OUqHR01jBiRK9rH/7IWFnWDfrUjP+7wUyjsBr9XU0Yww2OnhtkxKGNIiiQJZvyQsI9ZPD9UKfXl86mDod9E+H1dwsYRV0420KcKnLgFR64q2yQJprWDMc5w2R92/B2zaxbKCPM7w8338DIGSX9tZyjkC2NDICBmD2mxugKLVSAVg/4v4febYY9xsILfa0I+Z+i5T3l3TRASgkjaBUEwqZ49X1Gu3B6qVt3B8uX7ePbMl3nzclGuewnIlJ99v6gon0XPpk1vWbxYS+7cCb++vI2NigYNoteypdsiqF0EWpeN/LhTHrDkKlTMAKkiuXQLN+gQziJMyUWv/fAhANqkSrjHzJMJRnZQ/j90Ljx/A12awZ6lYG8L8zcmXCymUDAL1C8Nt1582aaToKkjPEsBfW7A4XMxu2bRjJDFBTqtBN8YtHMcn1JZQCwkCY22Nwf224FPQTgQwaRTNzuYXAVyOECrg/AiBnMCBCG2RNIuCEKsGY0yRqPM33/74u5+lHTp1rJixQHmzi3Fjh01ePWqLps31+Dk27RcOHyH47/4UTabkcKFX/DqVSqyZjX3M4jYvP2Qthu0KAvVCkRewy/L8DEQGuaAZtEfwE+WbryDkARqOWIwQqE28NI2mG3p30EI3HkKgSFKB5ZyxaBNPfALgI37lO9jYuBkC9nSw8i1cOL6VzsCQHoHHimg+Qi4fj9mz2nJTxAqQd7eytcuOnLbgv1HKGBMtG3ww1VJgtMucNQJxlwO/+uY2h4W1gd3IxSbB/6iHaQQz0TSLghCrOXMeR1397W0aPEnHTrY8exZG/z8OlC4cErSprUllZsdWy5Y8etqPcG+mXG1tyZdupNkyJCFPXsSfoQ9ukJCwS8Q9CkhhWvEXWJA+WN+9hWsvA6zqoJNIl11M8EYAGuUmX8J4J0v+FzTcXtCKmy1oP3ux85aB3Y66DwEDp1OPF1lrB1Bbw3vfb4k2PlsYXNe6P8j1KsNJX6CRy+jn7i72MPV30DrBtnbRT+WywUh6Al4JqGsXQLSSGDlCuM+woI7oA/nZ8PRCva3hczOkHYqeAYmdKRCcpIMm40JgmAqDx8WAgqFuy/UABtPwfB1kPrdZd68M3Lrlh1FipTnyBEp1t1n4ltQCGw4pbTX+zA56uP99VBlLfxcLOJuMcK3CromTM5+/T7IoYBRAhnG9AZvPVh/d2PVuy189IQm/WHbPKheKvbdkRJKh1Jw6S40mwSPl0OWNErMqkCY/RD+aA/GUMjfDs4tgkLRfAdIrYJ746HuTLj3GnKljcY5EuQNhiIGeJaEsoqsEuwFWrpA73tgq4W22UD73U28WgXne0DZJVBoPhzpAjlczBKykMSJkXZBEExOlmHFEei3Esa1hc5VoUKFNHTt+pS//jJabEIUaoB5+2D7RegTxaRT+NwK8q4yyjazeryHl2Tsaax0QolvtXqB8RPf3CHMGgCZwklER/eBQe2gcb/EM9pePA+kcYO/znwZbc8QotwU4Qrrh0G7BlC5Nxz6J/rX1apheWdoPA3O34veOYfyQYAHHI7xs7BsPzhC/3SAK3R+AksjKTk61hkKp4Uft8Jl0VVGiAciaRcEweQmTXrLwJUy0ztBrxrKNldXA0OGlMTKQlcTkmUYuQGm7IQOVaN3zvRz0GsfDCwV9bECbLsDT7wS7vFUWhjRHdKnhh+rRH382H4wqReMnAHzN8d/fHHVviTkzw0DlkDo51VNSzhD8zTwRxC8MsCiftCjJUzYELNrO9nAD9mgx1L4527Ux6uBLhqYlFTayHylvCMUdQCKQu+xMOFS+MdZaWBVYyiUAnoehcteCRmlkByIpF0QBJMaNiyE8RNs2DQQOlWE48dfsWUL5M7tRt++RHsF0oT28yKYexE2DoBm0ezusugSrGsE3YrEa2hJxv6H4JFAK0kOmQXeXtCnPYSkDOJjuej15evTDvLmgJHT4Pc18RujKYz7EdzSQrspX230gp3B8FZSSjd+aweta8OC3dG/rqMtTGoPpfLB5RdRH6+W4OdUcN0DFsf0SVi4knawLDvkDAT5cCDzBke8nFQKW5hcA3I7QNe9cN8r4eIUkj6RtAuCYDKjRoUwZ04AwSXsqVlUqUl4+TKUBw8cKVnSAQcHy6yL6b4QVtyFM0Ohav7ondNtDyyvBw1zxm9sSY41CfKX59Q1OLhQSVrfP9JxfH70iowlCVrVh0WjYfTvsHx7PAcaR2WywOlJcPTal209HKG2I/99nW100K4KhARDnqbwz9XoXdvVAQqmgfFb4dyjqI9318K0VEqHoKSmiD0cSA0p51vxcYYtLU5GfGwaB5hRFTLIUGMJfEqC7z4I5iGSdkEQ4sRolAkMNPD7XJg+8wZyaT33Nkqo/3t1kRk1CurWtbyEPdQAQ9fA2r/h4iAoGI1Jd/966wMZHcXk0xgxgo74n4QaogcjkCOj8rnspyL0XfTb+mg00Kw2TPsFPrwDQwK1qIytbKnBDyjZQ/ncVQMp/aH8W/D8XOtuaw29GkK1ClCtJzx4Fr2uMl2rQ5NSUHU4PHwd+TlaFWSWYIUPLE9CnWT+lVkHT5qoSGmnpmt26HYcQiOY/5DSFja1AHcHyDIVAiLo9y4IMSGSdkEQYs1olDlx4iO2jpfpvxVmHy1KwBFXcqRVusMEBYXy9q0nOl0AGgsrZQ8KgRl/wfLDsPc3KJgxZh1D/moJWUWHiJiR4VALcLeP34f5eQJ4PFJKNmJLrYauLQAZNu1RbgQsWebc4BUMrz8qn69xgBxuIH/1V16rgTl9oWk9yNs0es9Jq4H5naBRBcjzE+hDIz++ohNMdYNXfpAUux/aqcHeH2rYwzIn+PWS0kEqPNYaON0DcqWCTL8nXGmYkHSJpF0QhFjbt8+HytUfQLESZKoIGawlpK8y31u3PjFw4CXAwXxBhiNYDwv3wdw9sLgnVIpmSczXLLUDjqV66gkvEjBp2TwPXFPE7RqSBEN7wL1H8Oc+yx1xlyQ4PwIefIBes79sQw9Hgr8dHZckWDMC2jSDY1ejf/11vaF1HTh6O+pjMwXDUn84n0i68MSESoJLBaGMB+AOU/Uw/U7EibskwT8/Q2FHqL4Krr9NyGiFpEYk7YIgxMrq1XqaNrsGZQqRsQ7Mbgi1C4Y9LnfudJQqZVmF317+MHUbTOsETUubO5rkYedd2P8g/h/n0i24eZ9vludUp9RjWyb2dwxjB8CTFzB/ddzjiy86LbSvr5SwnL6pbGurh87B4a9UunIoHLsCa3ZE/zFW9YAWU2FtJPXcAPVTQR0DbA6EiKdsJl7OWvgjG9SQgPww5i1MuBz+4kugzKvY1gEKu0LXnXBRJO5CLImkXRCEGJs3D3x9JaQaGXGtaMPi5tAogo4rRYpAtWoJG19kjEYYswGW9oJW5cwdTTKjId7/6hy/BHmzQfYMX7ZlSSPRpVbcHnhEL3Cwh+FT4xhgPLHWwuxWUKEQ7LugbBtkB1Z2MPha2OMlCcZ3Bh9/WBCDdpCTW0O/VbBgV+THtbeDw5/AK4pymsQqkw7muUAtHfQrDCvfRZy0AzhYwe8NIH9K6LkPbnxIsFCFJCRGr2ILFy6kYMGCODo64ujoSJkyZdi3b99/+2VZZsyYMbi7u2NjY0OlSpW4devWN9cIDg6mT58+uLq6YmdnR4MGDfDw8DDNsxEEIUFUrw5HPmjALTMHfpKolSfsMd7ewXTqdCjhg4tE1zlQfhh0qgb1Spo7mmRGRukco47nxwmBcgXALeWXTW8ea9i3LO6F9O2bwo9143yZeOPiAFWKwqoDcPiiss34CTbbhH+8Tgudm4DKCsq2h6NRLMAkSdCtFszuCKM2wYpIEveyzpDmIzQ2QBLN28mhgQK+cMAGllSExocin6jrZq+0g8xuAz+uBg/vhItVSBpilLSnT5+eyZMnc/HiRS5evEiVKlVo2LDhf4n51KlTmTlzJvPmzePChQukSZOG6tWr4+v75Q2y/v37s337djZu3MipU6fw8/OjXr16GCy1WFAQhG8YZZj8N+zxgpsToUj68I8LDTVy4wZA5YQLLhJGGW49hyW9oUQOc0eTDMkw/QconSZ+H6Z7a2jd8Nttfl7wMBq9xqOiVkORfHG/TnySrOBVELz3VhLImymArMrPf3hsbaBjfShfEpoO/FxaFAmNGlqVhUmd4HlQ5Enq9nzw+hOEJsFOMv/6LQVkeASdNTCrHJTbGvHXGpTEfXEjSGcPRWaCf0iChSokATFK2uvXr0+dOnXImTMnOXPmZOLEidjb23P27FlkWWb27Nn8+uuvNGnShPz587N69WoCAgLYsEF5783b25vly5czY8YMqlWrRpEiRVi3bh03btzg8OGktvixICQ9QaEwdDdsew5Xh0PWVJFPyNRoVDg6WiVcgBEICFYWT5rTA/JmEJNIE1qIAfxCwEEHungeabezBRvrcHYkk3GhhsVgahfoMguuPYRUKngVCNUiedPLWgeTekLjeuAZoJSQRUarBjcNTF8BKw8prVPDk0ILrk8gfXDsn4+lc1DDvoLg8hBKW8PyalBnL/hF0pnHwQoOdIPMTuA+GT4lxTY7QryIdZGfwWBg48aN+Pv7U6ZMGZ48ecKbN2+oUaPGf8dYWVlRsWJFzpw5A8ClS5fQ6/XfHOPu7k7+/Pn/OyY8wcHB+Pj4fPMhCELC8g+G6Ufgj3Owoz3kTR1x8ivLMleufKRgwZQsWpSwcX7Pyw9+3wENikGJ7CJhN4fjj+HXg2YMQCbZJO0qCQbXhwbF4cZjpeNNoSAwRLHKr0oFK36FxVvh1KWoe7g3rAgze8HghbD5WMSJ+9UyIL+Em7F7OomCWoJCRjDsh4caeJwFfj4LHyJJxtUqOD8A8jtD0XlwX6Q1QjTEOGm/ceMG9vb2WFlZ0aNHD7Zv307evHl58+YNAKlTp/7m+NSpU/+3782bN+h0OlxcXCI8JjyTJk3Cycnpv48MGTJEeKwgCKYXrIeZ+2D5IZjXDCrnivqc9esfUrdujagPjEc+AbDiIGRJDXVFDbt5SZiv9YEBHt+JuvQjKSlfGPrNhYAA2JUK3mrhbDS6lqybABt3w59/R33sT/Vg3E/Qaz74RZKg1gqCdl7RDDyR2loY5I7Q9TX0SAG3reDXC5En7pIER36Gwqmh5W64LLrKCFGI8Utorly5uHr1KmfPnuXnn3+mQ4cO3L79pXGr9N0wlizLYbZ9L6pjhg8fjre3938fL16YoDhREIRokWUYuh4W7YA5zaFR4ajPkSSJlSsrMW5cfEcXsZBQGLQcjjyClpXMF4fwmRZlOVRzUMHp69D7N7j90EwxJLBejSBTBhi3GjDCvQ+wyjN6584dDQ89YMgc2BbFOyS9a0MGdxi3NfzReUmCeTnh1SNYH9MnkcjoJGifHub7Qz0XuOgPA04ppWERsdbC8qZQUAM9/4TLoi+HEIkYJ+06nY7s2bNTvHhxJk2aRKFChfj9999Jk0aZXfT9iPm7d+/+G31PkyYNISEheHp6RnhMeKysrP7rWPPvhyAICaPTApizGdysoX4pc0cTfS2mwd6XMKq5uSMRkKFeNqiZ2UyPr4LKlWBQN1iwBl5G/MZu0uIM87dDCgn+lxrIFL3T1CpoUx2mrYJDl6I+fu5PsHQfdJke/n57NYzIALuSeLeUTethlC20cYdAV1hWBs69h+a7I5+cmtIOJteCXM7QZSM8eJ9gIQuJTJzfrJRlmeDgYLJkyUKaNGk4dOjLbJeQkBCOHz9O2bJlAShWrBharfabY16/fs3Nmzf/O0YQBMty5B+4sRC2jzV3JNFX81c4eBdODYFSmc0djQCQxREymWO8RQZCIb071K8Gz55BuYYQkAwm/20fBHZuUKsnlLWBja9g7ZPonZvGFe5ug1yZYf2+yI+tWAjOTYe1J6DDxLD7tSqoYA17n8H8GD+LxKNmTbAHSlrDsiB4FgqH6sP5N1Duj8jPTeMIMxtCRheothQ8k8HPpxBzMUraR4wYwcmTJ3n69Ck3btzg119/5e+//6ZNmzZIkkT//v353//+x/bt27l58yYdO3bE1taW1q1bA+Dk5ESXLl0YNGgQR44c4cqVK7Rt25YCBQpQzZJWXxEEgRA91P0Vjk2FvBkhc8RvhlmMkFBoPBpO3oNncyFLHJexF+LumSfUX2nmIIz8NxF1yxKwt4KMxSEwyKxRxbvMrvBsOTx+Bfo3EPABvNyjd65WoyTsvZorq8weORf5aHGe9HBzIbwJVn4Pv1fQAeZmhrdeSbdv+79qSTA0NbTxhBdGeNIVXgco3bcik9IONneA9NaQaZJoBymEFaOk/e3bt7Rr145cuXJRtWpVzp07x/79+6levToAQ4YMoX///vTs2ZPixYvz8uVLDh48iIODw3/XmDVrFo0aNeLHH3/khx9+wNbWll27dqFWx/eKG4IgRJeXH3SYBkNbQnb3xNFxxccfes2F84/g1jxwFVV0FkGWITgUZSKqueiMqF2VjMnaCq4fB/eUkKdy0i+VsbMCK2sYPx7mFIf3IRAQSTvC72k1MGMQrNoJZ69H3FVGkiBXehjSFDrPAi//b/erJXANgvkf4K8k3slHAwxRQa+MUO02BAFnW0OZHfDGP/JzrTRwagDkdoQsk+GF6CojfEWS5agaO1keHx8fnJyc8Pb2FvXtgmBiH31g5Fo4eQM2DoX8WcwdUdS8/GDCeth9AdYMgZI5zR2R8K+nn6D4XJhQF3oUT9jHlmXYvA967Q5h4gJ/uvOlc1lwMNT4UUlg186B3NkTNraE5PEeag+CSkNg3ic4lBOqxWKRqw6joVUtqFUm4mOuPoA2U5SVWce2hRTf/Yn+7QnI9jA0FTiEf4kkpeR7GOgENdVQ5x44PIDFFSGLc+TnGYxQcyG8AjY1hwJuCRGtYA4xyWnN1YBLEAQL5O0PI9bBuVew9JfEkbAHBMOo1bDvAizqIxJ2S1QkdcIn7KCUc7TpBfaoyM63i3xZWcHWFZAxDfQYBjfvJXx8CcXBFvLlgJPboEh2wDl211k1BloMgtW7Iz6mcA5YMlC56b/xNOz+cnaw2Q+exWC0PzFrmwq6yrDhOfyRCVS20PckPPGK/Dy1CrZ1gcJO0GUzXHyeIOEKFk4k7YIgAMriKF1nwpL9gfxg+4Ey2cwdUdSMRug2E3afhUX9oFIhc0ckhMtM7+eqJJg9GjRI2IVTn5MqJfw+AVKngAtXEz6+hOJkBz/Xh8C7EHgDpt2ED7Gs55/SDwZMhQWbIj7mh7ywoB9sPweffL/dV9MNCnjByCBIDnMt+wJLdDBEgnUvYW5p0AM/HYK3UZTKOFrD7IaQ3wV6boQbLxMiYsGSiaRdEAQAqv8CW6/7wcnd8CZxFFLWHQl7z8PO8VC+gLmjEb4XEgqNV5jv8SUJWjSCDxg4TfhZanp3mD0O6lVN2NgSnAbuf4C7l+FgKPjHYo6BJEHXZrBvvpI8LNsa8bFlc8OVS1Dtl7CrpU7KAdd9QW+MeQyJUSsJtmaAKSrY9AoWVwK/YKi5OerJqW4OMLkBZEsJzVeDRxJvmylETiTtgpDMGY1QsT+cewGvl9qyeUlNJMnyW8UYjXD9KdxZDvkzmzsaITxGGa6+B7KaN44sei1dibhWNG0aSOWagAGZQZncMKUjsBcIAKM64kmlkdGooVQB6NgIPN7AX0cjvs72KfDuFeRt+e32nPZg/xDyGcz2JkyCkoCiKvBPCY/sIYM97G0GviFK7XpU3BxgSRtwt4Ui0yBAdJVJtkTSLgjJmF+g0iLxpj+8Wg1BXn4sXnyE2bNtzR1apHz8oc4wuDwPUrtEfbxgPmoJnM3843SPEKYSzeVAkyidBlK7g4094A/ZN0BIHEa6ra1gVE9YvxeOX1Ruor+Xwgmebge1U9gymSvlIfAZfEwOWTvgBvzjDNvUMOE52OrgfjfIsgI+RqNOyMEaDveFLPaQZiV8DIjviAVLJJJ2QUimPnpD33lwxxvOT1QSKysre3LnroVKZZk9Hj194ext+G0FTOuh1CInhnaUyVl6W9hS3rwxZEFLV5zMG4QF6FAJxncCx8tgrEicMwCVCnKkhTo94NiF8EfcNWo4MwtK94UHX9VkqyUo+AaK+4Y9JymSJCglwfqUsCgAFjwHvQy5qkDRtXDvY9TXUKng3FAo6AfFF8K9t/Eft2BZRNIuCMnQJx/4bSVceQ7r+0K2z+3E0qZVMW+ejXmDi8Q/t6HLNGhWEQqYueRCiNrGS/y3qJE5fcTIKYLNHYZFGPQjlPgEeMLGR3G/3sRBMKgt1O8JWw+Ef4xOA7ndoO0kpSXkv/aVBf/LcCCZjLYD1NPCzGwwwxc8QuBQNiiWHVrug0uvoz5fkpQR98J20Go5XBJdZZIVkbQLQjITGAwD5sHpe7CgF5RIJP2pP3jD6Rswry+UL2juaITo6BvJRMWEpJbB3qyrO1kYe+AB9H1qmsuNHwCTB8DjF7A4nK4ydjawdBjkcIfes+DGQ2W7GuiWHqYls8mVLXWQPxdMfq2847DsByicDnoeil7ibq2FZW2hYDrotRGueMR/zIJlEEm7ICQjsgxNR8LJ+7BysDI5LTEI1kPfOdCoHFQuYu5ohGiTgEzmDgIcUJEDrbnDsBgTO0Kq/Zh0gnDfttC3HUhGWLg67P7ULjC1O2RIB/dfKds0KvgpHVx9CIuT0Wg7wDgd7HWG5jchhRVMLgl5MkCXI3A/GqUyKe1hSmPI5Qad18LD9/EesmABRNIuCMmELEOF3nD6Lfw9DYomgj7soMRdvCucfwolEslNhvCZhDKqa04yPL2mYvVonZkDsRylcsC58RCsgromXFTKxhqyZYThM+CPcBZgck8J8/rArjNw//PocDormJEVbkUjUU1KSgJnXOBgKqh5ElLbwcyykNkGvKNZyZXaEWY1hwwOUGUOeCWHxvfJnEjaBSEZCNZDjYFwJRBeLIKMqcwdUfQEhUDhzvDKG24sNHc0QkxZqeBOE3NHAfpg+PAO9MlkFc7oyJwWbO7BcxN3X6pUGsYPhC7D4NDpsF1lUjpCiK/ye/3mI2gkyBgKy1/AcguY/5CQMkvwzA2epIUggzLivqkR9D8CL3yi15IzhR1s6QHp7SDjMvAX7SCTNJG0C0IS5+ULnSfD4atwZwo4WnY3x/+894I6Q8HHBl5sAhsxUJqoPP0IRj1Yq80dCeQvAvkqwIhx4BfFKpTJhSTB0+oQHAqvTJjoqdXQpyP88hM07A4nL4ZNPjdMhCpFIUsd5fPKbjDJBV6+hIBkViZjpwJ9Wqh7Dd4Hg5Ua0paFbEvhYTS7lFpp4MwwyO0DWabB80/xG7NgPiJpF4Qk7MMHmeFzZa6/hLr1lLevEwOP99BzBviq4MR4sLUyd0RCTNWbbzmjfq+AS+6wbSdM/V0k7v8xwoOH0Dcakx9jamxf6NsRanWCvUfD7t89GRrWg6NXlM8za2F5KFxMZqPtthKctAEfN+h5HzwCYGs2aFoMSq2D0y+if61/hkMhG6g9G67H4Dwh8RBJuyAkYTcewrlbsGQg7B4Erg7mjihqrz/CoHnwzgvW9IEMKc0dkRBrGnMHoLADOleEuVNhwxYYM0mUygBYAZ0dlB7hpy6b/vqTB8NvveHkOVi5Jez+1UOh+S+w8QA0SAe19LDBF3yT2Wh7ehWsTgfvUsKgh/A6ENZXhDaloM1Z2Pcg6msAqFXw589QOAN0Ww0XRTvIJEck7YKQRH30hUkHJMqUkCiT09zRRI+vP3SdBB4fYf4AyJPZ3BEJcTGvhbkjUGgAJ6BOTVgyG9ZvgBALeRfAnKw10D8P3PSAQ2/i5zFG/AxDe8Gg8TB/7bf7NGoY2QEGzIV1u6FjSjjmBd7JbLQdIK8EtVPAZgk8QkElwZQS0K4g9D0F+x9G7zqONjCzBeRLBz3Xw81X8Ru3kLBE0i4ISZDeAFXHw6fX8IuFJE5RMRqhcm94/AbWjID8YvGkRO/HwpaxYu0HA5z4/P8qFeHAX9Dwx+hN9EvqsmlhUklY9gQOn42fx3Cwg9/HwqjpsHzjl+1qNfRqCSM7wfl7UMYVUj+H+oEQmgy/N+11UCsHdHwIXnqwVcGQrNAiG9z5EP3rpHaEyU0hiws02wav/OIvZiFhiaRdEJIYgxHyDIJPT+HwNKVLRGJgMMLL93BmIWRzN3c0QlwYjWBJOVdWWeanrzL0ggXgxk0zBmRBbNWQ3UFJ7D56x8+NjEYDLevD5GHQfyzsPPTlcax00K0BZEkPq/bCX6Xh7RUwWNIPUAJxV8Ema7DOBLn3g94IDlr4tYzSQevI4+h/f9wcYVlHSBsEBadDgHhnKUkQSbsgJCFevlBoKAS9gCcbwTkR1LB7+ymt30p0guc7wCURxCxErvliuG0BqzTKMrx7D7cNBsaHfDv79PUTy3gXwCKEAtWg1Ua4dj9+HkKrga4tYWRfaNkLTpz90g5Sp1WS016T4PhZcPWB9EHxE4elcwQuuEBoaci8V9lmo4UpNWDaOTj/KvqJu4M1HBkEWVWQtj988I2vqIWEIpJ2QUgiXryFJsNB/QburFUmJSUGg+ZA9b5weJ7yh11I/GQZZZajmV24BAVLQTaVmh5am2/2qRLJ70dCSBEM6SWQ7eH6fQiNp5pySYKhP0P/LlC7NRw78yUB7doERv0E7UfCeDsw3IDryXC0HZR69uIuEFwWbnh92Za7DFTcDKeexexa536DAumh5Di4Fw+dgoSEI162BCEJePoKek9X/gDung4OiaQX+60nkMoFtk8GVydzRyOYlNa8D797L9SoBz82gg+ykZMGUR8QkSpu0DU9kB06/C/+W2L+bygM6gn128OWXV+2D20HI36C1r9BTSN0SmarpH5tjwaq20Pjx3Dq89dhdmboVxZq7YFtt6N/LUmCQ4OhUDoYvjlewhUSiEjaBSGRe/0B+k6HoEBYNAQypDZ3RNFz7xlsOgSta0D2DOaORjC1wVWV7iTmsGkr/PQzDOgFv08HNWAnamEiVcMaCpYFHGH0vPifpDv+F5g4DLoNhUVrvmwf1g5cbMD5HHjcgnXJsJMMKD+zS3VQOxf8/BxOvFW2Ty4Jo6tDt6OwMgZtOm10sLQLdCgfL+EKCUQk7YKQiPkHQvNh4OkD84dCrkzmjih6Xn+AmeuhVXUokM3c0QimtOYfOP0QOhQGnRmS9m07YNBg+GUgDBuijDI6GiTyqETtVWTKOEJON5g/Gtb8lTCP2a8rzBkPv06Ghau/bF87HpauhndbYE8yLuewB8bZQLWUcClY2SZJMDA7TKoAO2Iw2g7KOh0Ni5o8TCEBiaRdEBIpWYYirYL5cGE9W6YkntHq4BDlRmPMT5Ani7mjEUztwRt4F83l103t+En4qQf07gk/dwerz3X1z0KNrAsW5TFRkYJgkgQ+GijfNv4fT6WC1o1g9jgYNh7++FN5XatUCs6vBx7DriewIJmOtgO4qCB/OpjoAyc+KF8fjQo65oNmBWD6GdG6NDkRSbsgJEKBwZCzKfipdVw914I0iWTV0IAgyNkMvHSQ1tXc0QjxQgZ0QAJXoxiN4OMNHTvA4IFgbf1lXx61ml+tbSI+WQBgXQ5wSQO3dsKzNxCYAB1ctBpo3RjGDYcuA+DI8c8DEnng9GTwXwFvHyTPvu3/6qCGDhmg1kW49bktp04NrQtAiB7WXFVa5gpJn0jaBSGRefNGpnIPGVzg2SYJa3MVDseQx1so0BpuboSbC8wdjRCf0jmDVQL/WHp4wM7dMH2K0hf8a3cNBqYEByZsQImQTgUqI+TZDB7eUKdHwjyuWg39usAvvaFBBzj5eZEnJ1twfwrjtsOuZLxAkAaY4QStS0PRUxD0OUFXqyBlDuh7EXbcEYl7ciCSdkFIJD58MLJzpy9d+gSi0sKZmYmnReKdJ9B0GGTKqCxdLiRtc36EHG4J+5gZM8LSReHvS69S01RjAT0oE4GKBtDlgmoV4KMXXL+bcI89dgj06w61W8GeQ5AvO/wxBXL8DReWgW88d7WxdMucIUM5OODzZVt3dxhVEbqcgk03RalMUieSdkFIJG4+MtKwXyChTnrWjpJIlUhaJN56BD2nQIa0sHE02IjcKcm69RJOPzB3FGH5yzKPxDBktPyeE+xdoFJdZZL4wg0J+/iTRsBvg6Fld1jxB1QoCfPGwp9H4cWbhI3FEv3sBG38YMmjL9sG5YQJ9aDbAZh72nyxCfFPJO2CkFhYaSC9G/VrOJEtvbmDiZ4nL6H7RHB1hln9wM3F3BEJ8en6CziWgCOz0RUCeIohyGgzBMAiH+jaHI6chcMJnAgO6w0zxsEvo2D+UqhRGhaPgTl/KPN5krNBEsxzh18+wqybX7b3TgfLGsCUY+aLTYh/ImkXhETg7SfoPhmaloEfq5k7mujx8oW6fcDeBuYMTjz944U4+DcvtrCW6KkNEtUSSy2ZBThUAKTsUCw/NKkJ954m7ONLEnRpBb9PhFPnlW2VisGJ01CpU/IuAZGA9ipYlgf+dvh2X8ucsKYVdN1hjsiEhCCSdkGwcEEhkLcLpLaDVWPALYW5I4qaPhRyNQRrK9gyVXSKSU4kF5DszB3Ft+6HGpmZ3IdoY6CQA7wMgvaHIFN6GDoDTl1M2Bg0GmjZBGpXAbcssGsfnNoI955A8XpgSMZtINUS5LeDg44wzguMn29iJAkqZ4PmeaH/zi/bhaRDJO2CYMHee0PaNpDZBv5eBva25o4oah+8IFNtSOkCFzeAg4UlcEL8GlMeGuU0dxTfkUFlFH/uokuSIdUj8E4Ltg4g6+DNx4RPlDUaaNcSBvSDHzvDjZvw6hh4+EKdLgkbi6XJLcE2Z5jxEhY9gJDPUzZUEji7wSpf+N/fEBxqzigFUxOvYoJgoe69hLL9Ia89XFyvvBgnBo0HQnp3uLE58cQsxJ1fENx/o4z2SRb2fc+uUdHbTmvuMBINrQouNAEfWyhXBsb1hi4j4NW7hI9FkmB4f+jfE2o3h3/Owj/rwTMQnngkfDyWQpKgtgRz88JoT1j3GPSfE/dSzrCmEix4BIsuQJDenJEKpiSSdkGwQFceQLsJUCAVHFxgeUlQRE5ehuL54cA8pfeykHw8eAtjtmNx9ewAd97BhKOiViBGDHD5IUy/B4PaQtFc8MdO85WlTPoNBvWB+q1g735IaQs/jYK7j6I+NylrL8H/8sKQe+DzVXLeIB3MqAtTL8Lsk6KHe1IhknZBsDDXH0GvqZA7FSweBnaJZCHH4xfh7wswuA24OER9vJDEyJ8/LPGvigEunIKjR80dSOLhrIaeGYC0yue92sGkheatJR8/HCaNgZnzYdFE5bXxRALX2luibg6QqQiMuv3tJN1WaWFOTZh2AYbtNl98gulY4surICRbT95A+4mQJRVM7QupEsGkU4DLt2H/KejUCNKJLjHJlwpl+UZLIgOf4M4WiYsiwYs2Bx00ywa7b8DOB9CsNjg4wY+9zRtX724wZQx0+xnyuMH9p3DTAtcGSGjz08A6CVod+XZ705ywow2suGKeuATTEkm7IFgI30CoMABSO8LcoZAmkXRcefEGJi2DQR0gvUjYk7V6BaB3RXNHEY70QEuZKVPgyJEojxb+FQQeH+DF509PbIDTl83bclGtgkZ1oc2PsHAxLFkKNTvC24/mi8kSlFbBpbzwZwpocfjbfeXSwfHuUGtJ8m6XmRSIpF0QLIBfIKRvCWnVsGsapEgkq51+9IKGfWH9FHAVCyclW7IMAcFgbwUuFtjhqIgdeI5Q0aEDBASYO5rEo2Ja+L06BFtDqBEyuYPBGko2Mm9cWi20bQljRkLge3j1GDKXAW8f88Zlbtm0cL8AvMgFQV/VsEsSZHKFMymg3XrRUSYxE0m7IJjZszeQqxPksIPz60CXSJpcPHoBOevDpU2JJ2Yhfnj6Q7kx5o4iYncMMDnEiLs7eHpCsGjZHi0qCbRBMGgfnPRQkr/He8HHHzxemzc2tVrpKDN8CNiEQPoMkL2SeWMyN0kCOw28sod29+DTVz/nDhrwaQZNikC/XeAdaL44hdgTSbsgmNG1R9BgMORPAf+sMXc00XfuGlTqDBXLmjsSwaJYYOcYgPQSNNeqGDwYtmyBZcsgVIw2RksWLWTJCXx+90+rUeatDBxv1rD+M+5X6NcHxnSHapXg73Pmjsi83CTY6wQPNTDkOrz77p0l9zRwwgvGHQQvkbgnOiJpFwQzufIAekyFvJlh42Tlj2FicOICdB4LtSvAH+MTTztKIX6ldoSGJcwdRfj8ZXj8uVygeXMYNUqMtkdXrYxQOz2svw4+wWBnC7NGwp2HcOq8uaNTTBoDz19AthTQdgDsPGTuiMwrrwoWp4drwDX/b/eVTgnzq8D+Z/DbXggUPdwTFZG0C4IZ3H0O3afC2fPQuS64OJo7oug5cwV6TYEa5WHaALDSmTsiwVKkdYSWpcwdRfiCgQ+f13Rv3x5cXaFHDzEpL9rewPLn4P253WNGd6hSFo6cMW9YXxs2EDKmg5e3YPNmc0djfiVtoExumPQM3gV9u69yJljSBHbdFUl7YiOSdkEwg3fvIYMjXNoApQqYO5roufsE2vwC5QrB6K7gZG/uiAQhetIaoLbuy1tC27bB3r1mDCiRGVYQiufgv4zBxQnKlYJFG+HQSbOG9h9Jgs7tYO1C2LsTilaA4/+YOyrz+sUOAjJClQMQ8l1//R/Sw75u0GSZuHlNTETSLggJSJaVFokTF8Ka8VA0DzhaePIry/DeE0q3gBL5YeYv4CwWTxI+k2XI3Q+LrWcHuCtLTP0qwHz5lA4k5lwoKDHJ4AjOQVBo3pfkr0FVaNcAPnpaTtKn0UDLH2Hy/+Daefj0znJiM4cMKjiYCgIqQPaNYffncYMtnaHIVKU7kGD5RNIuCAnI4x1kbams5Gdnga3xwvPmA2SoBCULw6ZZYGNt7ogES+MZCGQ0dxQRM1wEv87fbnv0SEneheg5WB7sS/LfzZmVDtxcofMguHHXrKF9Q6OBbp1hwjho3RtOnANjMk5IHSV46AyOReFdOPM4XO1gV3co/zt4iXaoFk8k7YKQQK7chfxNoV5+2DbX3NFEX8lmULkMHFwiJp0K4dOooIi7uaOIhPz54ytqNeTNCzdvmiWiREeSAA2c/WoRo8E/Qd3KcOWGZXXjkSSlFWS/9lC7GQQk8y4pKgnO5IDSV+C257f7JAmsrcHfHTqsh1deZglRiCaRtAtCAjhyXlmEqFnFxJOwn7wAizdCo6qwe765oxEsmaMGVjQxdxSRe/AArl798rm1NUyZAi1bwtmzZgsrUZE/QoPvvlbVK8HAMeBngaO0kyfCL91gw8bkXSYDoFNDsWzQ5gZcePvtvlTW8Gc1+CTDwL/gpZdZQhSiQSTtghDPDp6FnuOgZTWYPypxjFafOA89x8DtB/C/QcqopCAkNkYjjByp/P/sWTh4MOwxt27Bn38mbFyJ1disoP6urO+n1pAuHfw6yTIT47GjYcgY6NcPFi40dzTmYy3BopRQNCP85RV2f46UsKARvPKFO2/D7hcsg0jaBSEenboGPSdC0yowsidYW5k7oui5dheqlIExfcHBztzRCJas9UwItdAJnZIENaoDGWXoFjajTJdOSeS7dUv42BKjTnkh8BN03/7dDh0s/cMsIUXLxtUwdyX89Ze5IzGvlCqo6wYbtHDMN+z+Am6wpDlsvAfV54LeQn+vkzORtAtCPJBluP8Cmv4CNUvCiB6W3yUGlLjPXIMn72F8f6W1myBE5tQdkDOYO4rwSRJUqAAFU8D0MjB5Mhw58mW/nR1Urw45c5ovxsTG8ADOfvdatm8F2FhB+YbmiSkqNSrDsf1w4hpMmGCZ7wgklJrW0DgVtDgPtz6F/VrkTg3jq8Cd12BMxl8nSyWSdkEwMVmG1x+hUCuoUgB+Hw72iaBTjCzDnUcwdRFM7Zc4bjIEy2Dp78bcCJG4UUOiUycIsMDa68TkxUAwaCHgq4mn6VKDx2V4/hL8LfDrq5KgYlnYtBrGzIBFiy1r4mxCslPBFHuoUxSKH4EXfmET97T28GgcZB0JfmLlYIsiknZBMLEHLyBbY6hREP6YobQgSwz0odB/AuxYmHhiFizDw6HmjiBy1hKk1SlzM54/h2CRiMSKJIGNGoK8oeN3CxdZ68DGFhq0N09sUZEkZeXpVO7QczBs2gz6ZLoaqEaCVS5QtzDk3BymsRKgTFx1Lan0cH/+KaEjFCIiknZBMKFTV6F8V2hUHP5aYO5oYkanhYOrzB2FkJicuAmBiaCdXjoNNHUAkOndW+bpUzMHlIg5aOHPyiB/906cVgsHN8C7D3DVQttolisNi2dApjywdCVs2ZK8e7hvzQEOZWD/i7D7JAn+aQCZCkCLFXD7dcLHJ4QlknZBMJGDZ6HjSGheHtZOM3c0ghD/flsHH33MHUXUAozwVA9Vq0KOHOaOJgkwwp1XcOK7RM7JEQrlg2XrzBNWdDSoBbPGwZpVyrsus2ebOyLz6psBWj2CNbfD7rPVwPpqSvlTry1w+1XCxyd8SyTtgmAie4/Cj1Vh8iBRXiIkI1pzBxC1ID281UPNmhK5csHAgTJBQeaOKvHKZAPV0sCx78omnJ2gUys4cAIOHTdPbNHRuDZkTAdDh0KqVPDrr+aOyHx+tYfJRWDwA1h2Lez+1PYwqwG4poCu6+Hph4SPUfhCJO2CYALbD4C7KwzrljgmnQqCqez7DTQW3sc/rQrqfS7n+P13pTe7QbSzizVnK/ghLRDO4ETJwtC0Djx6ktBRxZwkQatWUKwY/PabuaMxD5UEXRxhUgm4GMFgUwYnmNsQ7NXgZYETjZMTkbQLQhy8+QApKsCBM9C3g+i4IiQ/+TJY/oJhdyWZyWplul3WrBJWVhAaKvrZxYUUAtPOwY5n3253sFdGsX8ZA6fPmyW0GNFooEEDyJpVuaFLjjXuOhW0TwsFrGHRo/BbPaZxgG09odc6+OCbvNtmmpNI2gUhlmQZXr0F/4/gYJV4Fk4SBFPw9PvchSUR/PE2XIP3P4Pv5wVlUqdWFlYSiUfsNc0EA0vCm5Cwi/D83BHaNIPXbxPHOxoaDXTsCK9ewZo1ybOrjFYCx9TwyyPY8ghCw7l5sbcGu0KQ/ld4453wMQoiaReEWDt9BQZOhm5NYdoIc0cjCAlr+Eo4dw+w8FF2AIfCEu+bSuzerXx+4oSEjU0iCNyCSRJIQfDzVrjzPuy+HFmhax949cY88cWUJCmj7StXws6dieNmw9Ta2cOEEtDjCrz0D/+Yg3WhSi0oPAGuPU/Y+ASRtAtCrPx5GOr9BEdXw7xx5o5GEMwkkUy4TgGMrqnUL/8rNNTIxo1mCylJKG4LWTMBurD7BvWEQgVh/RYwJJKSk+7d4fhxuH4dli83dzTm0c8FihWC9d5giOCdqF21oEZxaL4WTt5L2PiSO5G0C0IMrd4JP4+EEV0sv5ZXEOKVlkQx0i4D3w+cTpok6trjqn5OKJoFJh+CwJCw+/t1hym/J75R67FjlRVTxyXTAZneaWG6Fww5Ff5+tQoWNIFahaHnRjhxNyGjS95E0i4IMbBhLwydBGN7w4CuImkXkreZHSCVo7mjiIIMnga49N3mHj1UtGsnfoHjLBD+eAnB4dz/NKkL9nbQzEJXSY1M9+6QNy8MH27uSBJeIwfYlQ0WqKHLwfCPcdDB2MpQNSdcD2dxJiF+iKRdEKJBluHgaeg1EoZ3g84/KisACkJy9O8EzqJZwDoR/B5kNUJXcweRRC0oA0+7gWM4JTIAZw7A2QuJb9KvWg0NG0LhwjBhQuKLP67KWsPFInDeLuLn7mIL4xvBo3dw5kHy+xqZg0jaBSEKsgwXb0HD7tC3DfTuCFYR/IEShORg0W5YuptE0TkG4BYw2txBJFGpbCCTg9LvOzzp3cGoglJVEzYuU9BqIUUKmDwZFi9WSmaSC0mCvNawphA0vQlBETx3BxuY1hJG7VBWTBWJe/wSSbsgROLfhL18G+jWBMYOUur5BCE5MxiVRCwx1LMD5AaGmTuIZEqS4MF58PWB5x7mjibmqleH+fOVMplNm5Jf4m6vg4uBMOAMeEewirBGDRmLQJEJolQmvon0QxAisf8kVGwD3ZvBnGQ6KUkQwlMkG7g6mTuK6HkJ7DB3EMnc3YcwZKS5o4idDh2UEpnt25XEPTmNJufQweYCcCIU9kdy07WiGnSuCuVmwaHrCRdfciOSdkGIwLqd0KYvDO0AvyfTJa4FISI/1YJ8Gc0dRfTYGiBDBH2nhfhnbQ0/dYJbd+DEaXNHEzu9esHWrfDyJcyYYe5oElZpG5hfGO4Ab4IjPm5hU+hTD9qugC1nEyq65EUk7YIQjtVbYfA4GNcPRvYzdzSCYDluPIEV+80dRcxYS+CuNncUyZeNNUweDVUrwfGT5o4mbgYNglGjYEQyW1CvUgqo6Qq/nQS/cNp7glJOM6YS/FIHNp9L0PCSDZG0C8J3th+CXybD6L7QrY3SRUAQBMU7L7jy0NxRxMyrYNj5PurjhPjj4gylS8CCZXD4mLmjiT2VCvbsgd9/V5L35KSMM1xwhfJbIi4R0qmhVyWoUQAWH0nI6JIHkbQLwlfOXYN2g2BgZ+jaWnSJEYQwZCCRrHBpMMjkyhVCbmsY4m7uaIQmDaBdK/jomXjrwiUJKlaEnTth+nSYNQuMieT3wRROFgCPXFBgUcTH2OigQwV45Qlbzyfe77UlEkm7IHxmMMDHj/BzCxj6M2gTyRLtgpDQ7B2UD0v36hV4e2u4EgB9npo7GkGnAzc36NRDqW9PrFQqqFIFVq1SkvYtW0CvN3dUCcNBDS+Lgmc+eBfJPBGdBhwzQ4eNcOhm8rqxiU8iaRcElJGAvUdg31GY9qtY6VQQItOhMrStaO4oInfpEhQqpKd0aT0OashtY+6IBIDBfaB2VTh/IXG3T5Qk+PFHeP4crl6Fv/5SBn6SA5UEmV2hxh649yHi4wYVhyH1ockS2HdVjLibgkjaBQFYsRm6D4a5E8wdiSAIptCnj56GDWHbNh0p1FDS1twRCf+qWR0GD4eAAHNHYhqTJikTUxcvNnckCUMjwa6ckCk7dDsKN95GfOzoyjCsGTRfAOsS+SRkSyCSdiHZmzof+o6AiWL1FUGI1CcfmPOnuaOI2rp1eh4/DmLyZA2qz0t1ikE+y/FTZ3BPA0NHJp3R19GjYfBgGDPG3JEkjBQaWJAH3N3h+MfIjx1ZEWa2h17L4Pc9CRNfUiWSdiFZ+98cmDAT1s+Fjq3MHY0gWDbfANh5CotfCfXYMQMjR1rh4qIE+ikULviZOSjhGysWw6Yt5o7CdNq0URZfmjo1+bSDTGcDM4rB8wC4EkmZDMBP5WBJd9h5JWFiS6pE0i4kS7IMC9bAxNmwfgHUrynq2AUhWiRAa+4gwifLMkuW6ClWTE23blp0OuWXOqs1/JTazMEJ3yhZQmlCVLayuSMxnerVYf9+mD0bJk5MOu8iRCadDQSkhJp7wMM34uesUkGz0tC7JozcmDy+NvFBJO1CsmMwwJa98Ms4WDIV6lYXvdgFIboqFYTZP5k7ivAdPAgDBhhwcJCxsvpyF34rAEY9N2NgQrhePIBXL8EvibwLolJB+fKwebOyauqWJPROQmRmZ4YShSH7PNBH0iVGo4YUqWH2Vfh9H4Qmk4m7phSnpH3SpElIkkT//v3/2ybLMmPGjMHd3R0bGxsqVarErVu3vjkvODiYPn364Orqip2dHQ0aNMDDwyMuoQhCtBiMsOcodB0EE3+BNs2UF1pBECJnlOHOM6VzhMYCb3KDg2UePQqle3do1+7bBRZy28DQdGYKTIiQlQ5sraFRU3NHYjqSBPXqwadPSneZ5EAjwZ5CUKk83PaM/NiKGWFZK5hwGNacgJBE3EHIHGKdrly4cIElS5ZQsGDBb7ZPnTqVmTNn8v/27j28qvLA9/h35woJELmHaECqsRahitCi6BQsoLWgbbVe8cKgHSlKieKBoh1hrAa1Awqj4ogMCtTD1KNYrVqBqlR0Wi3KEZCjVCiCEuMlJKAxCck6fzDuaUSUXNfKyvfzPPtp3etN8sv7xJ2fb9717jvvvJOXX36Z3NxcRo0axe7du5NjCgsLWb58OcuWLWPNmjXs2bOHMWPGUNNWzktSaP7zURh7FVw/EQqvCDuN1HpU74XTrw07xRerqQm4996AG2+s5dhj9/+19k4lPPYVN8up5WVkwFOPw3sl8Oq6sNOosZ46CW5fByve+vJx5x8Ls8bCtIfhP/7gGe710aDSvmfPHsaOHcuCBQvo3Llz8vkgCLjjjju4/vrrOeuss+jfvz8PPPAAn3zyCQ8++CAAZWVlLFy4kNmzZzNy5EgGDhzI0qVLWb9+PatWrfrCr1dZWUl5eXmdh1Rfc++Dn0yGWVNh2s/CTiO1UhH8y1Rt7b6VzdmzU7j00v3fxrh9KuT57saRdMghcPxAWPRA2EnUWIkEzP0OXPwX+M3GLx/7k0Hwqwth2hKY1QpOpIqKBr38XnnllYwePZqRI0fWeX7r1q0UFxdz6qmnJp/LzMxk2LBhvPjiiwCsXbuW6urqOmPy8vLo379/csznzZo1i5ycnOQjPz+/IbHVht08F64vgv+YB1ddFnYaqXXq3hFuGBd2iv2lpyeYMSOFsWO/+A7ZrBQ4LLOFQ+mgHHIIXHwRPPUUrPzidTu1ItlpMPUEuGYDPLT+y8eOGwq/LoQ7nmqRaLFQ79K+bNkyXnnlFWbNmrXfteLiYgB69qx7m37Pnj2T14qLi8nIyKizQv/5MZ83ffp0ysrKko/t27fXN7basNn3wC1zYdk9cM4Pwk4jtV5ZmTDs2LBT1N87lfBbt8dE1gnfhrPPgi1bw06ixkpPgYmHQeFx8PpBnBAzehA8Ph3O+VWzR4uFepX27du3M3nyZJYuXUq7du0OOC7xubPzgiDY77nP+7IxmZmZdOrUqc5DOhhLH4YbZsED8+D0kd50KjVUVXXYCRruG9lwfe+wU+hAOnSAw/Jhyv+CF774D+5qRdqnQt/OcNs6eGjjvpvYDySRgCFHwpQfwGV3eaLMV6lXhVm7di0lJSUMGjSItLQ00tLSWL16NfPmzSMtLS25wv75FfOSkpLktdzcXKqqqigtLT3gGKkpVFbC7jKY8y/wo9GQamGXGuywMyFopf8O1VQFfFLqwdBRduUEGHvBviMg93qiSKt3Vnf45Xdg3DOwcvNBFPcCGHXsvj3un1S2XM7Wpl4vwSNGjGD9+vWsW7cu+Rg8eDBjx45l3bp1fO1rXyM3N5eVK1cmP6aqqorVq1czdOhQAAYNGkR6enqdMTt37mTDhg3JMVJjBAE8s2bfSTF79sAV43zjJKlJdAk7QMNs2VLLTTdVsm2bx1REVSIBXy+An/wEDrBTVq1IIgHXHA7TToGzH4PyryjiiQT07AWPvAm3/Rb2VLRIzFYnrT6DO3bsSP/+/es8l52dTdeuXZPPFxYWUlRUREFBAQUFBRQVFZGVlcWFF14IQE5ODpdddhlTpkyha9eudOnShWuvvZYBAwbsd2Or1BC1tTDq7H1v9vCnp8NOI8VDagpccnLYKRrm6KNTueACeOCBai6+OJ2+fVvpnwxi7ppr9pW3Dh3CTqKmckN/SEuBpa/Bld/68gW0U46Af7sEJi+A6iqYcR5kRPTdl8NSr9J+MKZOnUpFRQUTJ06ktLSUIUOGsGLFCjp27Jgcc/vtt5OWlsa5555LRUUFI0aM4P777yfVt6VUE5g2Azqkw7RJYSeR4iM1ATdeEnaKhhsyJJUg8K9uUXf11WEnUFO7rh90+Q28Ww5FX7E2O+ZoyPhH+Me7YdpZlvbPSwRB0Oo2+pWXl5OTk0NZWZk3paqOCdfAmd+DQ3Jg6JCw00jx0X0UlKxofaX3/fdh9Gh46aWwk0ht13Ol8L0n4Kcd4PYffvX4v2yFGQ/C765rfa859VWfTuvfCBULQQBXXw+LlsCggRZ2qSmdehXsacWnx0gK17BD4LnvwWsZ+35ff5XBfeGun8BJUw9ufFthaVerV10NN82G++6HPz4FPbqFnUiKlyfugHLf+EZSAyUSMKQr/GIAXPMsVB7ECUF9usPia2DkLzxR5jOWdrVqn1bCPf8Bd86HBxfAkMHx/1Oa1NLS0/Y9Wuu/W5/UwjZ/6UuhSiTglHw4ohP8yx9hz0GcKJOVBdtS4bI74YPylskZZZZ2tVp79+4r7LPmwJwiOOP7YSeSFEU7q+F3pV89TlLzKzgcfvM+/OoF+KTqy8fm5cDyn8Ib5TD9ASjZ1RIJo8vSrlbrxlvgpltg9k0w9ryw00iKmtpauO02aJeA3CY/K01SQ5zWDeadAg+8BR9++tXjB/SCey6BdTvg/73b/PmizNKuVmnStTB7Lvz6PrjgnLDTSIqiyy8PmD37U7JSoHdm2Gkkfeb7PaDPkTDht7D3IN7z7NtHwL9PgP/9J/hwT/PniypLu1qdiVfDvffB8yvgtFFhp5EURWPHwtKl8Oyz6bxTBY98EHYiSX/v/iGwtj38w9yDG398X5g6Bs66EfbWNG+2qLK0q9WoqYHr/gUWLYb/eg4GHhd2IklRVF0Nb70V8Prr0K9fKke3h+n5YaeS9Pf6ZsGbP4D1HeCk2w/yY3rA4zPhm//UrNEiy9KuVqGyEu64C+75d/jd/4GBx7bekywkNa8JE2Dbtk/IyQmAgI2fBMx8O+xUkj6vUzq8cwm0z4X3D3LbS6cs2Hhf8+aKKku7Iq+qCu57AP51LsyfByNOsbBL+mJvvw3vvlvNww+3p3v3FEiDvv2rucz3b5AiKScT/vW7cO5y2PrRwX1MW+0AlnZF3q4y+OUt8Kub4bwfh51GUpS99RYUFFTTq9d/392WBrsK9vJqWbi5JB1Y907Qridc9RT8tSTsNNFlaVek1dbCjb+Ee+bCReeHnUZS1J1yCsybl0Xfvv99xmMCatMSVB3ECRWSwnFoe7jzREhkwf89yNX2tsjSrkg7+xy48AL44RlhJ5HUKmUk6Hp6e07qEnYQSV/miI5w50hY9Tps+TDsNNFkaVckBQGc8UN44ikY8u2w00hqtVLgrfcC7ro+IAjCDiPpyxzeEW7+Hox7EMoP4o2X2hpLuyKnogIuGQ/Pr4G/vQUp/pRKaqgAqj/cy53372b2bPfISFHXJQtqD4W8G6D0k7DTRIt1SJFSVgZz/w1efx2efxbyerXdu8QlNYEEZA1PZ+CDaXTv/nHYaSQdhDVnwcCRMPBfw04SLWlhB5A+s3s3FN0Ke/fC2j+HnUZSLATQazfcOSaLE8POIumgrRoBh+2AZ96E7x4VdppocKVdkVBdDVOnwfLlcPppYaeRFCefpsL7YYeQVC+pCRg3AC5bAb97Lew00eBKuyJh7Fh4/nl4+GEYOjTsNJJiIwEfp8PWsHNIqpe0FPiXgdAhgMlPQ3oqnHZM2KnCZWlX6EaPhmefhddegyOPDDuNpFiphfzd4PuySa1PVhpcOxAqy+Bve8JOEz63xyg0e/fCj38MzzwDW7ZY2CU1gxTY2AX+JewckhokOx1mfhfWbYPnNtOmj261tCsUu3fDVVfBmjWwYQPk5oadSFJcpVdDx7BDSGqwjFTochScvgT+tKXtFne3x6jFlZVBUdG+FfZHH4Ujjgg7kaTYqoXDy2Bc2DkkNcrNx8GnFfDd+VB+67497m2NK+1qcZs3w2OPwfz5cMIJYaeRFGsJ2JUJHj4htX6zT4RpP4L71oSdJByutKtF7d4NS5fC3XfDKaeEnUZSW1CbgMqwQ0hqEjcMhU6/gg8+hn/+fthpWpalXS3mBz+ATz+FW2+F444LO42kNiGAbhVwctg5JDWJBPDQeXDOYqipgpk/DDtRy3F7jFpEbS28/DK8+qqFXVILSsBfO8JdYeeQ1CQSCTitNzxyCbzZvm3dlGppV7Pbswe+/334y1/g3XfDTiOpTamFYz6AG8POIanJpCRgVG8Ycxj84jmo3Bt2opZhaVezeu89uOgi+Od/hrw8SHNDlqSWFMCbH8OcsHNIalKJBHTtBIvWwr89CxVVYSdqfpZ2NZt334VrroHiYujePew0ktqaIICHH4Tc38Jp74edRlJTOy0f5v4I5r4E81ZBdcxX3C3tahYffghXXw1vvw3//u9w1FFhJ5LU1tx0U8DEqe9TNQ0+8vgYKZbOOQLuOBvm/BEqLO1S/VRVwXnn7TuPff58OPbYsBNJamumToWiondZ9B/t2VMGm8vDTiSpuZx9NCy7HK5YHO8bUy3tanInnABvvrnv3U779w87jaS25he/gDvv3MHKlZ35/uhs8rvBeYeHnUpSczrlSHjyAxhVFHaS5mNpV5OpqoKBA2HLFti0CXr3DjuRpLboF7+AkpI8hg5tD7UJNm2Bm31LVCn2tlwNL6bCD2aHnaR5WNrVJD78EEaP3ve/77wD2dlhJ5LUVrVrBx06pJCSkoAU6Hck3OA2PSn2uraHN34KmYfBB7vDTtP0LO1qtHffhSuv3FfYX3jBwi4pQgLY9i4seSvsIJJaQn4OXH4sXP4gbP8o7DRNy9KuRnnvvX03fO3YAYsXQ35+2Ikkqa5O2dD/kLBTSGopfXpCWRpMeQjeiVFxt7SrwfbsgX/6J/jrX+Guu7zpVFI0pQHtU8NOIamlfL0z3HkGFO+FLaVhp2k6lnY1WGXlvlNilizxWEdJERXA+x/C6uKwg0hqScf0gEUXwD1/gQ8+DjtN07C0q0H27oXhw2HNGigoCDuNJB1AChzZFyb1CzuIpJZ2RBfYXgPHTIeqGLzxkqVd9bZrFxx/PPzlL9C1a9hpJOlL1MK6jXD1n8MOIikMz54P3Y+DQ6+E0la+4m5pV7387W/7Vth//3vIzAw7jSR9texs6NMh7BSSwpCaAq/9I/Q5BkbdHHaaxrG066Bt2gTjxkFuLrRvH3YaSToIKdCzB4zKCzuIpLCkJOC5f4ITBsDzb4SdpuEs7ToomzfDVVft2w6zYAF07hx2Ikk6CAFUfQq7KsMOIilMHdrBuKEw4UF4dn3YaRomLewAir733oPZs6GwEL75Tc9il9SK1MCev8Fmb5iX2rwje8D3BsPE/4T7M2HIUWEnqh9Lu75UZSUMHRrwta/BGWckwo4jSfWzZy+7Lt/Cq+ceBvOywk4jKUSHtIcbRsGeCnivFf71ze0xOqBPP4XevQPS0+Hxx8NOI0kNkJVKyg1HknGeN+JIgpx2kHsIXHAX/N9tEARhJzp4lnZ9oZ07YcCAgC5d9t2A2q6dq+ySWqME/buncNPxvoZJ2mfmKLj4TPjWL2H9262nuFvatZ8334Qf/zggNxfWroVEwl92klqvbeWwdGvYKSRFRSIB93wfxp0GQ28IO83Bs7Srjk2bYOJE6N4dHnoIsrIs7JJat07p0C8n7BSSoubec6DwR3Dff4Wd5OBY2pW0bRtMmACdOsHcuQlycy3sklq/tBTomB52CklRdP1omPIEzH4s7CRfzdIuAMrLYcyYfe9y+m//Bn36hJ1IkppGyafwTHHYKSRFUWYa3H8B/PKPMDfixd3SLoIgoKoqICWllocegkMPDTuRJDWdgo4w+eiwU0iKopQEnNkP7rkQtlVH+6ZUS3sbV1oKJSUwfHjAK68kyHHfp6SY2fgB3PBK2CkkRVVaCpw3EA7rAHNXQtXesBN9Md9cqY37wQ9gz54E69YlSE0NO40kNb2CHJjcL+wUkqIskYDcXChcBNkJuPQUyIhYS3alvQ178UU4/nj4wx8gLWI/mJLUVEoq4JmdYaeQFHUXHgu3nA/XPwQf7Qk7zf6sam3UCy/sK+tTpkDnzmGnkaTm4+kxkg7W+BMgMwXmPgs3/wBSIrS8HaEoainr1sHjj8O4cZCfH3YaSWpendLhG4eEnUJSazH223D/n+HCX4WdpC5LexuzYweMGRPw8ce19O4ddhpJan7b9sCv3wo7haTW5Pkp8EgxnH1L2En+h6W9DSktDTjqqBoGDKhm9mzfOElSGxBAv47wz8eFHURSa3JEN3jrBvj9VrjsjrDT7GNpbyO2bYPevQOGDKnmySfTyciwtEtqG179AK58IewUklqTRALyO8N/XQ9pHeGjj8NOZGlvE9auhWHDahk+vJpnnskkkbCwS2o7cjLhuC5hp5DUGn2zN5x8DEx5EN4rDTeLpT3m1qyBceNqOeWUWh56KMPCLqltqYZOm+Dr3sMjqYGOORRe3wk/XwwfloeXw9IeY3/+M0ycWMspp8CcOam0a2dhl9TGpEJ6b8jxzeMkNdDx+XD3P8K69+D9EM9vt7TH2N/+VsuJJ8LMmQk6d7awS2qDMuG9k2BVyH/WltS6DcqH//wZ/K8lUFEVTgZLe8wEAXz0UUCPHjU8+WQlc+Yk6NLFwi6pjaqFgkoozAs7iKTW7qhceGsvHPVPUFPb8l/f0h47AYceCgMGJFi0qB3Z2RZ2SW1ZwMaqWm7YFnYOSXGw4TpI7wH9Lm/5r21pj5m1a2H48IA//CGFlBQLu6Q27uOAI+d9zCRPj5HUBFISsOlm+Hp/2PROC3/tlv1yak5PPVXDwoUBjz9uWZckALJSeP+Cjqx+O+wgkuIiMx1mXwjnzYOXNrXc17W0x8TDD1fz6qu13HZbgrQ0S7skfSYtFbLTw04hKU66dYQhBTBxIbz8/1rma6a1zJdRc3r88YCrr97L4sXpdOxoYZekpAA61cIx3cIOIilOOmdD0Xmw9i3o1bVlvqYr7a3cf/1XwPjxVVx+eQpDhngQsSR93rYPYMlrYaeQFDfdO8L3joPDurfM13OlvZUKAti8GW65Bd5+O4P0dNwWI0lfoN+hcMM/hJ1CkhrHlfZWatOmgFGjavjtbxO0b+8+dkk6kE3vwk0vhJ1CkhrH0t4KPfccDBlSzciRn4YdRZIiL78LnNcv7BSS1Dj1Ku0zZ84kkUjUeeTm5iavB0HAzJkzycvLo3379gwfPpyNGzfW+RyVlZVMmjSJbt26kZ2dzZlnnsmOHTua5rtpAx59FC64YC9XXFHDffdlhR1HkqKtCvY8B3/9KOwgktQ49V5pP+aYY9i5c2fysX79+uS12267jTlz5nDnnXfy8ssvk5uby6hRo9i9e3dyTGFhIcuXL2fZsmWsWbOGPXv2MGbMGGpqaprmO4qxRx6ByZMrmDSplqKidiQSbomRpC+VgKpdn1D6vItDklq3et+ImpaWVmd1/TNBEHDHHXdw/fXXc9ZZZwHwwAMP0LNnTx588EGuuOIKysrKWLhwIUuWLGHkyJEALF26lPz8fFatWsVpp53WyG8nvlatgkmTKrnqqgSTJ6eTkWFhl6SvlAo9T85g1CjfElVS61bvlfbNmzeTl5dH3759Of/889myZQsAW7dupbi4mFNPPTU5NjMzk2HDhvHiiy8CsHbtWqqrq+uMycvLo3///skxX6SyspLy8vI6j7YiCGD9+oCzz67l4ovTuOaaTLKyLOySdLCys9P42tfcTiipdatXaR8yZAiLFy/m6aefZsGCBRQXFzN06FA+/PBDiouLAejZs2edj+nZs2fyWnFxMRkZGXTu3PmAY77IrFmzyMnJST7y8/PrE7vV2nesY8CgQQHnnhswa1YKmZkWdkmSpLamXqX99NNP5+yzz2bAgAGMHDmSJ554Ati3DeYzn99nHQTBV+69/qox06dPp6ysLPnYvn17fWK3YgHHHVfD+edXsmBBqnvYJUmS2qhGHfmYnZ3NgAED2Lx5c3Kf++dXzEtKSpKr77m5uVRVVVFaWnrAMV8kMzOTTp061Xm0Bf/5n3u5/PK9LF7cPuwoktR6ec6BpBhoVGmvrKxk06ZN9OrVi759+5Kbm8vKlSuT16uqqli9ejVDhw4FYNCgQaSnp9cZs3PnTjZs2JAco33uuquGHTsCbr89M+wokiRJClm9To+59tprOeOMM+jduzclJSXcdNNNlJeXc+mll5JIJCgsLKSoqIiCggIKCgooKioiKyuLCy+8EICcnBwuu+wypkyZQteuXenSpQvXXnttcruN9rnrrhoyMxOMH59OaqpbYiRJktq6epX2HTt2cMEFF/DBBx/QvXt3TjjhBP70pz/Rp08fAKZOnUpFRQUTJ06ktLSUIUOGsGLFCjp27Jj8HLfffjtpaWmce+65VFRUMGLECO6//35SU1Ob9jtrhYIg4MEHA6qqYPz4BO3bW9glSZIEiSAIgrBD1Fd5eTk5OTmUlZXFZn97bS384Q9VPPVUJbfd1oG0NAu7JDXW+x/D6CXw0oSwk0jS/urTaev95kpqekEQsHp1wM03p/Dccx2/+gMkSZLUpjTqRlQ1jcceq2X06N2cfPInYUeRpPjx9BhJMWBpD9nChTB27G5uuCHBTTfFY6uPJEmSmpbbY0I0bx7MmFHG3LnpjB/vW2xLkiTpi7nSHpIFC2DmzHLuvjuDSy/N8t1OJak5fAr8LuwQktR4lvYWFgTw6KMBV1/9KbNnZ3LOOe08KUaSmkttFex6OewUktRobo9pYRs2BFx4YTUzZ8K4cRmusEtSc8pJh9mDw04hSY1maW8hQQAvvhiwc+enXHMNTJ3aPuxIktQGJCA97AyS1Hhuj2khy5YFjBq1lw0bKrnpJgu7JLUYj3yUFAOutLeQ6dP3ctttCa666pCwo0iSJKmVsbS3gKlTq5k9O4Uf/cg/bEhSi/OlV1IM+FLWjIIgYObMjxkyJODMM1NISfGmU0lqcXvDDiBJjedKezPZuzdg/vy9dOmSwY9+lGZhl6SwZIQdQJIaz5X2ZlBdHfDrX+9lxoxyunattLBLUpgqww4gSY1naW9itbXwm9/Ab39bRVFROmPHdgg7kiS1XQFQFXYISWo8t8c0sTlzoLY2wSOPZIcdRZIEkBp2AElqPEt7E5o+HebNe5/du7sBbomRpNDVAG8B3wk7iCQ1jttjmsj06TB37ns89VQHEvZ1SYqGiipY9lLYKSSp0Vxpb6TaWpg9O2Du3Pf5/e87cfLJ7UjY2iUpGjLSYfjAsFNIUqNZ2huhuhoeeKCWX/5yFw8+mMU//IOFXZIiJVWs8DQAABh6SURBVJGADulhp5CkRrO0N9DevfDggwE//3kFc+ak8cMfekqMJEVSddgBJKnx3NPeAEEA8+cHXH11NTfdlMHll3cKO5Ik6UA8PUZSDLjS3iABv/jF+9x9d2fGjvXPrpIUae5alBQDlvYGuPjiXTz8cDYjR1rYJSnyasIOIEmNZ2mvhyAIuPjiSq68sgMnnODUSVKr4J52STHgnvaDVFUVMHVqFePGpXHCCWmeEiNJrUHw3w9JauVcLj4IH38ccN991Rx7bAojRzplktRqJHBPu6RYcKX9K1RU1LJkyR4yMhJcdJF72CWpVXGlXVJMWNq/RG0t/OpXAenpe/npTy3sktQqudIuKQbc6/ElLr+8gt///iPefffQsKNIkhrK02MkxYCl/QAuuKCCRx7Zztq1vcOOIklqDLfHSIoBt8d8Tk0N/OQnARMntqO4+AiOOSYz7EiSJElq4yztf6eiAq67roZHHnmHQw75lM6dUz3aUZIkSaFze8x/+/hjuP32vSxb9hHLlh3CgAHtw44kSWoKrr1IigFLO1BdDbfeWsOSJaXMm9eOUaM6hB1JktRU/JuypBiwtAOVlbXce+97LFzYkdGjO4YdR5LUlLwRVVIMtPnSPnZswAcfbOW3v+3FkCFZYceRJDW1vWEHkKTGa7OlPQjg4osDfvObj9m0KZ8jj8wIO5IkqTn43niSYqDNlvYZM+CJJyrYuLE9RxzhhkdJiq2qsANIUuO12bZ6441QWprFUUd5rKMkxZp/SJUUA222tEuS2gj3tEuKAUu7JEmSFHGWdkmSJCniLO2SpHhze4ykGLC0S5LiK8A3V5IUC5Z2SZIkKeIs7ZIkSVLEWdolSfFWG3YASWo8S7skKd7c0y4pBiztkiRJUsRZ2iVJkqSIs7RLkiRJEWdplyTFm3vaJcWApV2SFG+WdkkxYGmXJMVbIuwAktR4lnZJUrxZ2iXFgKVdkhRvNWEHkKTGs7RLkuItPewAktR4lnZJUrxVhx1AkhrP0i5Jijf3tEuKAUu7JCneasMOIEmNZ2mXJEmSIs7SLkmKN0+PkRQDlnZJkiQp4iztkiRJUsRZ2iVJ8RXg9hhJsWBplyRJkiLO0i5JkiRFnKVdkiRJijhLuyRJkhRxlnZJkiQp4iztkqR48/QYSTFgaZckSZIiztIuSYo3f9NJigFfyiRJkqSIs7RLkuLN33SSYqDeL2XvvPMOF110EV27diUrK4vjjjuOtWvXJq8HQcDMmTPJy8ujffv2DB8+nI0bN9b5HJWVlUyaNIlu3bqRnZ3NmWeeyY4dOxr/3UiS9Hl7ww4gSY1Xr9JeWlrKSSedRHp6Ok899RSvv/46s2fP5pBDDkmOue2225gzZw533nknL7/8Mrm5uYwaNYrdu3cnxxQWFrJ8+XKWLVvGmjVr2LNnD2PGjKGmxlv8JUlNLBF2AElqvEQQBMHBDv75z3/OCy+8wPPPP/+F14MgIC8vj8LCQqZNmwbsW1Xv2bMnt956K1dccQVlZWV0796dJUuWcN555wHw7rvvkp+fz5NPPslpp5223+etrKyksrIy+c/l5eXk5+dTVlZGp06d6vUNS5LajvfLYPQ/w0vzwk4iSfsrLy8nJyfnoDptvVbaH3vsMQYPHsw555xDjx49GDhwIAsWLEhe37p1K8XFxZx66qnJ5zIzMxk2bBgvvvgiAGvXrqW6urrOmLy8PPr3758c83mzZs0iJycn+cjPz69PbElSW+aedkkxUK+Xsi1btjB//nwKCgp4+umnmTBhAj/72c9YvHgxAMXFxQD07Nmzzsf17Nkzea24uJiMjAw6d+58wDGfN336dMrKypKP7du31ye2JEmS1Kql1WdwbW0tgwcPpqioCICBAweyceNG5s+fzyWXXJIcl0jU3UAYBMF+z33el43JzMwkMzOzPlElSdrnoDeBSlJ01WulvVevXvTr16/Oc9/4xjd4++23AcjNzQXYb8W8pKQkufqem5tLVVUVpaWlBxwjSVKTCIDqsENIUuPVq7SfdNJJvPHGG3Wee/PNN+nTpw8Affv2JTc3l5UrVyavV1VVsXr1aoYOHQrAoEGDSE9PrzNm586dbNiwITlGkqQm40q7pBio1/aYq6++mqFDh1JUVMS5557LSy+9xL333su9994L7NsWU1hYSFFREQUFBRQUFFBUVERWVhYXXnghADk5OVx22WVMmTKFrl270qVLF6699loGDBjAyJEjm/47lCRJklq5epX2b33rWyxfvpzp06dz44030rdvX+644w7Gjh2bHDN16lQqKiqYOHEipaWlDBkyhBUrVtCxY8fkmNtvv520tDTOPfdcKioqGDFiBPfffz+pqalN951JkiRJMVGvc9qjoj5nWkqS2q73d8Ho6fDS/LCTSNL+mu2cdkmSJEktz9IuSZIkRZylXZIUb7VhB5CkxrO0S5LirdXduSVJ+7O0S5IkSRFnaZckSZIiztIuSYo3f9NJigFfyiRJ8VYTdgBJajxLuyQp3hJhB5CkxrO0S5LizZV2STFgaZckxVta2AEkqfEs7ZKkeHOlXVIMWNolSfHmbzpJMeBLmSRJkhRxlnZJUnwFQHXYISSp8SztkqR4C8IOIEmNZ2mXJMWbpV1SDFjaJUnx5psrSYoBS7skSZIUcZZ2SZIkKeIs7ZKkeKsNO4AkNZ6lXZIUb5Z2STFgaZckxZs3okqKAUu7JCnePPJRUgxY2iVJ8eZKu6QYsLRLkiRJEWdplyTFmzeiSooBS7skKd7c0y4pBiztkqR4Sw07gCQ1nqVdkhRve8MOIEmNZ2mXJMWbK+2SYsDSLkmKN/e0S4oBS7skKd48PUZSDFjaJUmSpIiztEuS4isAasIOIUmNZ2mXJMVbIuwAktR4lnZJUrx5I6qkGLC0S5IkSRFnaZckxZsr7ZJiwNIuSYo3j3yUFAOWdkmSJCniLO2SJElSxFnaJUmSpIiztEuSJEkRZ2mXJMWbp8dIigFLuyQp3iztkmLA0i5JkiRFnKVdkhRvrrRLigFLuyQp3vxNJykGfCmTJMWb74gqKQYs7ZKkeEuEHUCSGs/SLkmKrwCoCTuEJDWepV2SFG/eiCopBiztkqR4c3uMpBiwtEuS4s2VdkkxYGmXJMWbpV1SDFjaJUmSpIiztEuS4s3TYyTFgKVdkiRJijhLuyRJkhRxlnZJkiQp4iztkiRJUsRZ2iVJkqSIs7RLkuLN02MkxYClXZIUb4mwA0hS41naJUmSpIiztEuSJEkRZ2mXJMVbEHYASWo8S7skKd7c0y4pBiztkqT4CoC9YYeQpMaztEuS4s2VdkkxYGmXJEmSIs7SLkmKN29ElRQDlnZJkiQp4iztkiRJUsTVq7QffvjhJBKJ/R5XXnklAEEQMHPmTPLy8mjfvj3Dhw9n48aNdT5HZWUlkyZNolu3bmRnZ3PmmWeyY8eOpvuOJEn6ezVhB5CkxqtXaX/55ZfZuXNn8rFy5UoAzjnnHABuu+025syZw5133snLL79Mbm4uo0aNYvfu3cnPUVhYyPLly1m2bBlr1qxhz549jBkzhpoaX1UlSZKkL5IIgqDBt+gUFhbyu9/9js2bNwOQl5dHYWEh06ZNA/atqvfs2ZNbb72VK664grKyMrp3786SJUs477zzAHj33XfJz8/nySef5LTTTjuor1teXk5OTg5lZWV06tSpofElSTH3/gcw+sfw0nNhJ5Gk/dWn0zZ4T3tVVRVLly5l/PjxJBIJtm7dSnFxMaeeempyTGZmJsOGDePFF18EYO3atVRXV9cZk5eXR//+/ZNjvkhlZSXl5eV1HpIkSVJb0eDS/uijj7Jr1y7GjRsHQHFxMQA9e/asM65nz57Ja8XFxWRkZNC5c+cDjvkis2bNIicnJ/nIz89vaGxJkiSp1WlwaV+4cCGnn346eXl5dZ5PJOq+9VwQBPs993lfNWb69OmUlZUlH9u3b29obEmSJKnVaVBp37ZtG6tWreLyyy9PPpebmwuw34p5SUlJcvU9NzeXqqoqSktLDzjmi2RmZtKpU6c6D0mSDopvriQpBhpU2hctWkSPHj0YPXp08rm+ffuSm5ubPFEG9u17X716NUOHDgVg0KBBpKen1xmzc+dONmzYkBwjSVKTqg07gCQ1Xlp9P6C2tpZFixZx6aWXkpb2Px+eSCQoLCykqKiIgoICCgoKKCoqIisriwsvvBCAnJwcLrvsMqZMmULXrl3p0qUL1157LQMGDGDkyJFN911JkiRJMVLv0r5q1Srefvttxo8fv9+1qVOnUlFRwcSJEyktLWXIkCGsWLGCjh07JsfcfvvtpKWlce6551JRUcGIESO4//77SU1Nbdx3IkmSJMVUo85pD4vntEuSDsb7H8DoH8FLz4edRJL21yLntEuSJElqGZZ2SZIkKeIs7ZIkSVLEWdolSfEVAHvDDiFJjWdplyRJkiLO0i5JkiRFnKVdkiRJijhLuyRJkhRxlnZJkiQp4iztkqR4qwk7gCQ1nqVdkiRJijhLuyRJkhRxlnZJkiQp4iztkiRJUsRZ2iVJkqSIs7RLkiRJEWdplyRJkiLO0i5JkiRFnKVdkiRJijhLuyRJkhRxlnZJkiQp4iztkiRJUsRZ2iVJkqSIs7RLkiRJEWdplyRJkiLO0i5JkiRFnKVdkhRbXbrA734XdgpJajxLuyQptlJToUePsFNIUuNZ2iVJkqSIs7RLkiRJEWdplyRJkiLO0i5JkiRFnKVdkiRJijhLuyRJkhRxlnZJkiQp4iztkiRJUsRZ2iVJkqSIs7RLkiRJEWdplyRJkiLO0i5JkiRFnKVdkiRJijhLuyRJkhRxlnZJkiQp4iztkiRJUsRZ2iVJkqSIs7RLkiRJEWdplyRJkiLO0i5JkiRFnKVdkiRJijhLuyRJkhRxlnZJkiQp4iztkiRJUsRZ2iVJkqSIs7RLkiRJEWdplyRJkiLO0i5JkiRFnKVdkiRJijhLuyRJkhRxlnZJkiQp4iztkiRJUsRZ2iVJkqSIs7RLkiRJEWdplyRJkiLO0i5JkiRFnKVdkiRJijhLuyRJkhRxlnZJkiQp4iztkiRJUsRZ2iVJkqSIs7RLkiRJEWdplyRJkiLO0i5JkiRFnKVdkiRJijhLuyRJkhRxlnZJkiQp4iztkiRJUsRZ2iVJkqSIs7RLkiRJEZcWdoCGCIIAgPLy8pCTSJIkSQ3zWZf9rNt+mVZZ2nfv3g1Afn5+yEkkSZKkxtm9ezc5OTlfOiYRHEy1j5ja2lreeOMN+vXrx/bt2+nUqVPYkWKjvLyc/Px857UZOLfNx7ltHs5r83Fum49z2zyc1+YRBAG7d+8mLy+PlJQv37XeKlfaU1JSOPTQQwHo1KmTPzzNwHltPs5t83Fum4fz2nyc2+bj3DYP57XpfdUK+2e8EVWSJEmKOEu7JEmSFHGttrRnZmYyY8YMMjMzw44SK85r83Fum49z2zyc1+bj3DYf57Z5OK/ha5U3okqSJEltSatdaZckSZLaCku7JEmSFHGWdkmSJCniLO2SJElSxFnaJUmSpIhrlaX97rvvpm/fvrRr145Bgwbx/PPPhx0p8v74xz9yxhlnkJeXRyKR4NFHH61zPQgCZs6cSV5eHu3bt2f48OFs3LixzpjKykomTZpEt27dyM7O5swzz2THjh0t+F1Ez6xZs/jWt75Fx44d6dGjBz/84Q9544036oxxbutv/vz5fPOb30y+896JJ57IU089lbzunDadWbNmkUgkKCwsTD7n/DbMzJkzSSQSdR65ubnJ685rw73zzjtcdNFFdO3alaysLI477jjWrl2bvO7cNszhhx++389sIpHgyiuvBJzXyAlamWXLlgXp6enBggULgtdffz2YPHlykJ2dHWzbti3saJH25JNPBtdff33w8MMPB0CwfPnyOtdvueWWoGPHjsHDDz8crF+/PjjvvPOCXr16BeXl5ckxEyZMCA499NBg5cqVwSuvvBKccsopwbHHHhvs3bu3hb+b6DjttNOCRYsWBRs2bAjWrVsXjB49Oujdu3ewZ8+e5Bjntv4ee+yx4IknngjeeOON4I033giuu+66ID09PdiwYUMQBM5pU3nppZeCww8/PPjmN78ZTJ48Ofm889swM2bMCI455phg586dyUdJSUnyuvPaMB999FHQp0+fYNy4ccGf//znYOvWrcGqVauCv/71r8kxzm3DlJSU1Pl5XblyZQAEzz77bBAEzmvUtLrS/u1vfzuYMGFCneeOPvro4Oc//3lIiVqfz5f22traIDc3N7jllluSz3366adBTk5OcM899wRBEAS7du0K0tPTg2XLliXHvPPOO0FKSkrw+9//vsWyR11JSUkABKtXrw6CwLltSp07dw7uu+8+57SJ7N69OygoKAhWrlwZDBs2LFnand+GmzFjRnDsscd+4TXnteGmTZsWnHzyyQe87tw2ncmTJwdHHHFEUFtb67xGUKvaHlNVVcXatWs59dRT6zx/6qmn8uKLL4aUqvXbunUrxcXFdeY1MzOTYcOGJed17dq1VFdX1xmTl5dH//79nfu/U1ZWBkCXLl0A57Yp1NTUsGzZMj7++GNOPPFE57SJXHnllYwePZqRI0fWed75bZzNmzeTl5dH3759Of/889myZQvgvDbGY489xuDBgznnnHPo0aMHAwcOZMGCBcnrzm3TqKqqYunSpYwfP55EIuG8RlCrKu0ffPABNTU19OzZs87zPXv2pLi4OKRUrd9nc/dl81pcXExGRgadO3c+4Ji2LggCrrnmGk4++WT69+8POLeNsX79ejp06EBmZiYTJkxg+fLl9OvXzzltAsuWLeOVV15h1qxZ+11zfhtuyJAhLF68mKeffpoFCxZQXFzM0KFD+fDDD53XRtiyZQvz58+noKCAp59+mgkTJvCzn/2MxYsXA/7MNpVHH32UXbt2MW7cOMB5jaK0sAM0RCKRqPPPQRDs95zqryHz6tz/j6uuuorXXnuNNWvW7HfNua2/r3/966xbt45du3bx8MMPc+mll7J69erkdee0YbZv387kyZNZsWIF7dq1O+A457f+Tj/99OT/HzBgACeeeCJHHHEEDzzwACeccALgvDZEbW0tgwcPpqioCICBAweyceNG5s+fzyWXXJIc59w2zsKFCzn99NPJy8ur87zzGh2taqW9W7dupKam7vdfbyUlJfv9l6AO3menG3zZvObm5lJVVUVpaekBx7RlkyZN4rHHHuPZZ5/lsMMOSz7v3DZcRkYGRx55JIMHD2bWrFkce+yxzJ071zltpLVr11JSUsKgQYNIS0sjLS2N1atXM2/ePNLS0pLz4/w2XnZ2NgMGDGDz5s3+3DZCr1696NevX53nvvGNb/D2228Dvs42hW3btrFq1Souv/zy5HPOa/S0qtKekZHBoEGDWLlyZZ3nV65cydChQ0NK1fr17duX3NzcOvNaVVXF6tWrk/M6aNAg0tPT64zZuXMnGzZsaNNzHwQBV111FY888gjPPPMMffv2rXPduW06QRBQWVnpnDbSiBEjWL9+PevWrUs+Bg8ezNixY1m3bh1f+9rXnN8mUllZyaZNm+jVq5c/t41w0kkn7XeU7ptvvkmfPn0AX2ebwqJFi+jRowejR49OPue8RlBL3/naWJ8d+bhw4cLg9ddfDwoLC4Ps7Ozgb3/7W9jRIm337t3Bq6++Grz66qsBEMyZMyd49dVXk0dl3nLLLUFOTk7wyCOPBOvXrw8uuOCCLzzW6bDDDgtWrVoVvPLKK8F3v/vdNn+s009/+tMgJycneO655+ocm/XJJ58kxzi39Td9+vTgj3/8Y7B169bgtddeC6677rogJSUlWLFiRRAEzmlT+/vTY4LA+W2oKVOmBM8991ywZcuW4E9/+lMwZsyYoGPHjsnfT85rw7z00ktBWlpacPPNNwebN28Ofv3rXwdZWVnB0qVLk2Oc24arqakJevfuHUybNm2/a85rtLS60h4EQXDXXXcFffr0CTIyMoLjjz8+ebyeDuzZZ58NgP0el156aRAE+47MmjFjRpCbmxtkZmYG3/nOd4L169fX+RwVFRXBVVddFXTp0iVo3759MGbMmODtt98O4buJji+aUyBYtGhRcoxzW3/jx49P/jvevXv3YMSIEcnCHgTOaVP7fGl3fhvmszOs09PTg7y8vOCss84KNm7cmLzuvDbc448/HvTv3z/IzMwMjj766ODee++tc925bbinn346AII33nhjv2vOa7QkgiAIQlnilyRJknRQWtWedkmSJKktsrRLkiRJEWdplyRJkiLO0i5JkiRFnKVdkiRJijhLuyRJkhRxlnZJkiQp4iztkiRJUsRZ2iVJkqSIs7RLkiRJEWdplyRJkiLu/wPGTFyWZJjIjwAAAABJRU5ErkJggg==" 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