Skip to content

Instantly share code, notes, and snippets.

@adrn
Created February 9, 2024 16:51
Show Gist options
  • Save adrn/908862347b49f6844e20959c82bc2174 to your computer and use it in GitHub Desktop.
Save adrn/908862347b49f6844e20959c82bc2174 to your computer and use it in GitHub Desktop.
Display the source blob
Display the rendered blob
Raw
{"metadata":{"kernelspec":{"name":"conda-root-py","display_name":"Python [conda env:root] *","language":"python"},"language_info":{"name":"python","version":"3.10.12","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"}},"nbformat_minor":5,"nbformat":4,"cells":[{"id":"89ab00f8-7e16-4fec-99bf-3f505d75912b","cell_type":"code","source":"import astropy.coordinates as coord\nimport astropy.table as at\nimport astropy.units as u\n\n# gala\nimport gala.coordinates as gc\nimport gala.dynamics as gd\nimport gala.dynamics.mockstream as ms\nimport gala.integrate as gi\nimport gala.potential as gp\nimport matplotlib as mpl\nimport matplotlib.pyplot as plt\n\n%matplotlib inline\nimport numpy as np\nfrom gala.units import galactic","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2024-02-09T16:32:15.932782Z","iopub.execute_input":"2024-02-09T16:32:15.933393Z","iopub.status.idle":"2024-02-09T16:32:17.783355Z","shell.execute_reply.started":"2024-02-09T16:32:15.933314Z","shell.execute_reply":"2024-02-09T16:32:17.782893Z"}},"outputs":[],"execution_count":1},{"id":"a4c77b57-43df-4f7c-a025-ae1779812d26","cell_type":"code","source":"Patchick99_ra = 273.945833 * u.degree\nPatchick99_dec = -29.81277 * u.degree\nPatchick99_dist = coord.Distance(\n 6.6 * u.kpc\n) # also try 6.4 -- 7.0 - diff in optical + NIR estimates, or with RR Lyrae of different quality cuts.\nPatchick99_plus_dist = coord.Distance(\n 7.2 * u.kpc\n) # testing giving plus / minus values without math\nPatchick99_minus_dist = coord.Distance(6.0 * u.kpc)\nPatchick99_pm_ra_cosdec = -2.98 * u.mas / u.yr\nPatchick99_pm_dec = -5.49 * u.mas / u.yr\nPatchick99_radial_velocity = -105.0 * u.km / u.s\n\n# physical properties\nPatchick99_mass = 20000 * u.Msun\nPatchick99_age = 10e9\nPatchick99_feh = -0.2\nPatchick99_core_radius = 1.1 * u.pc\nPatchick99_halo_radius = 9.3 * u.pc\n\n## distance modulus assumes a dist in kpc.\nPatchick99_distMod = Patchick99_dist.distmod.value\n\n# have to factor in the uncertainty in the distance for the distance stream\nPatchick99_plus_distMod = Patchick99_plus_dist.distmod.value\nPatchick99_minus_distMod = Patchick99_minus_dist.distmod.value\n\nwith u.set_enabled_equivalencies(u.dimensionless_angles()):\n Patchick99_angular_radius = (Patchick99_core_radius / Patchick99_dist).to(u.degree)\n Patchick99_plus_dist_angular_radius = (\n Patchick99_core_radius / Patchick99_plus_dist\n ).to(u.degree)\n Patchick99_minus_dist_angular_radius = (\n Patchick99_core_radius / Patchick99_minus_dist\n ).to(u.degree)\nprint(Patchick99_angular_radius)\nprint(Patchick99_plus_dist_angular_radius)\nprint(Patchick99_plus_dist_angular_radius)","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2024-02-09T16:35:22.635407Z","iopub.execute_input":"2024-02-09T16:35:22.635946Z","iopub.status.idle":"2024-02-09T16:35:22.648812Z","shell.execute_reply.started":"2024-02-09T16:35:22.635911Z","shell.execute_reply":"2024-02-09T16:35:22.647872Z"}},"outputs":[{"name":"stdout","text":"0.009549296585513721 deg\n0.008753521870054244 deg\n0.008753521870054244 deg\n","output_type":"stream"}],"execution_count":5},{"id":"e6b6d5d0-d774-48be-ba2b-973f5763940c","cell_type":"code","source":"# initialize the coordinate frame\n_ = coord.galactocentric_frame_defaults.set(\"v4.0\")\n\n# initialize the coordinate object that describes Patchick99 in the current dat\nPatchick99 = coord.SkyCoord(\n ra=Patchick99_ra,\n dec=Patchick99_dec,\n distance=Patchick99_dist,\n pm_ra_cosdec=Patchick99_pm_ra_cosdec,\n pm_dec=Patchick99_pm_dec,\n radial_velocity=Patchick99_radial_velocity,\n)\nPatchick99_rep = Patchick99.transform_to(coord.Galactocentric).data\nPatchick99_w0 = gd.PhaseSpacePosition(Patchick99_rep)\n\n# Choosing either Plummer or Stone potential\n# Segue3_pot = gp.PlummerPotential(m=Segue3_mass, b=4*u.pc, units=galactic)\nPatchick99_pot = gp.StonePotential(\n m=Patchick99_mass,\n r_c=Patchick99_core_radius,\n r_h=Patchick99_halo_radius,\n units=galactic,\n)","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2024-02-09T16:35:40.284217Z","iopub.execute_input":"2024-02-09T16:35:40.285521Z","iopub.status.idle":"2024-02-09T16:35:40.315801Z","shell.execute_reply.started":"2024-02-09T16:35:40.285455Z","shell.execute_reply":"2024-02-09T16:35:40.315209Z"}},"outputs":[],"execution_count":6},{"id":"1e3e3c93-2673-4a90-98f9-2b568b5141c8","cell_type":"code","source":"## this will give me the bar potential that will take the place of the Milky Way Potential\n## to make the streams a more accurate representation of the actual galaxy\n\n## Give the halo and disk potentials\ndisk = gp.MiyamotoNagaiPotential(\n m=6e10 * u.Msun, a=3.5 * u.kpc, b=280 * u.pc, units=galactic\n)\nhalo = gp.NFWPotential(m=6e11 * u.Msun, r_s=20.0 * u.kpc, units=galactic)\n\n## This is the bar set up\nbar = gp.LongMuraliBarPotential(\n m=1e10 * u.Msun,\n a=4 * u.kpc,\n b=0.8 * u.kpc,\n c=0.25 * u.kpc,\n alpha=25 * u.degree,\n units=galactic,\n)\n\n# this is definining an alternate Milky Way Potential, this one considers the disk,\n# halo and bar potential and combines them, will use this new pot to compare the orbit of\n# Patchick99 to the other one that uses the mw\npot = gp.CCompositePotential()\npot[\"disk\"] = disk\npot[\"halo\"] = halo\npot[\"bar\"] = bar\n\npot.mass_enclosed([250, 0, 0] * u.kpc)[0]","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2024-02-09T16:36:12.090932Z","iopub.execute_input":"2024-02-09T16:36:12.091510Z","iopub.status.idle":"2024-02-09T16:36:12.112509Z","shell.execute_reply.started":"2024-02-09T16:36:12.091462Z","shell.execute_reply":"2024-02-09T16:36:12.111446Z"}},"outputs":[{"execution_count":9,"output_type":"execute_result","data":{"text/plain":"<Quantity 1.0760393e+12 solMass>","text/latex":"$1.0760393 \\times 10^{12} \\; \\mathrm{M_{\\odot}}$"},"metadata":{}}],"execution_count":9},{"id":"ff6a5e02-0b00-4dea-8a61-de0342d3f672","cell_type":"code","source":"orbit = mw.integrate_orbit(Patchick99_w0, dt=-0.5*u.Myr, t1=0, t2=-500*u.Myr, Integrator=gi.DOPRI853Integrator)\norbit.plot();","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2024-02-09T16:45:01.478850Z","iopub.execute_input":"2024-02-09T16:45:01.479586Z","iopub.status.idle":"2024-02-09T16:45:01.808321Z","shell.execute_reply.started":"2024-02-09T16:45:01.479514Z","shell.execute_reply":"2024-02-09T16:45:01.808026Z"}},"outputs":[{"output_type":"display_data","data":{"text/plain":"<Figure size 864x288 with 3 Axes>","image/png":"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"},"metadata":{"image/png":{"width":872,"height":296}}}],"execution_count":38},{"id":"9cc68977-ee6c-4a49-97d2-0e7b0f05c031","cell_type":"code","source":"# Milky Way Potential:\nmw = pot\n# mw = gp.BovyMWPotential2014()\n\ndf = ms.FardalStreamDF()\ngen_Patchick99 = ms.MockStreamGenerator(df, mw, progenitor_potential=Patchick99_pot)\nPatchick99_stream, _ = gen_Patchick99.run(\n # Patchick99_w0, Patchick99_mass, dt=0.1 * u.Myr, n_steps=5200\n orbit[-1], Patchick99_mass, dt=-0.1 * u.Myr, t1=0, t2=-500*u.Myr\n)\nPatchick99_stream_c = Patchick99_stream.to_coord_frame(coord.ICRS())\n\nprint(len(Patchick99_stream_c))","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2024-02-09T16:45:57.427783Z","iopub.execute_input":"2024-02-09T16:45:57.428419Z","iopub.status.idle":"2024-02-09T16:46:11.725367Z","shell.execute_reply.started":"2024-02-09T16:45:57.428375Z","shell.execute_reply":"2024-02-09T16:46:11.724246Z"}},"outputs":[{"name":"stdout","text":"10002\n","output_type":"stream"}],"execution_count":43},{"id":"74044eda-0430-4c38-8ef1-1e4c8c8da12c","cell_type":"code","source":"_ = Patchick99_stream.plot()","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2024-02-09T16:46:12.505748Z","iopub.execute_input":"2024-02-09T16:46:12.506132Z","iopub.status.idle":"2024-02-09T16:46:12.891145Z","shell.execute_reply.started":"2024-02-09T16:46:12.506109Z","shell.execute_reply":"2024-02-09T16:46:12.890225Z"}},"outputs":[{"output_type":"display_data","data":{"text/plain":"<Figure size 864x288 with 3 Axes>","image/png":"iVBORw0KGgoAAAANSUhEUgAABtAAAAJQCAYAAAAXPiDGAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8pXeV/AAAACXBIWXMAABYlAAAWJQFJUiTwAAEAAElEQVR4nOzdf3Qb5Z0v/rd+OEpi7iY2FGIkh18bVolUIL9YKO319t4kC92Sll7YLjJNt6GUIicttFsnVbthYQ8qTnfZ9rQR7XaTbhM0lxvaAj2FdiHp1pAsB8qvBcn2kj0lxBI2lNhxEjexLWm+f+Q7qiTPM5qRRtJIer/OycFofuiRLHk+83ye5/PYZFmWQUREREREREREREREREQAAHutG0BERERERERERERERERkJUygEREREREREREREREREeVgAo2IiIiIiIiIiIiIiIgoBxNoRERERERERERERERERDmYQCMiIiIiIiIiIiIiIiLKwQQaERERERERERERERERUQ4m0IiIiIiIiIiIiIiIiIhyMIFGRERERERERERERERElIMJNCIiIiIiIiIiIiIiIqIcTKARERERERERERERERER5WACjYiIiIiIiIiIiIiIiCgHE2hEREREREREREREREREOZy1bgBZ24UXXojjx4/joosuqnVTiIiITPHmm2/ij/7oj3D48OFaN4UshnEPERE1GsY9ZBTjISIiajTlxENMoJGm48eP4/Tp07VuBtWpQ4cOAQCWLFlS45YQFcfPa/PgdY1ErBb38O+SNfD3UHv8HdQefwe1V+rvwErXNaoPVouHqDz8+02VxM8XVZpZn7FyrmtMoJEmZcTRSy+9VOOWUD1au3YtAODpp5+ucUuIiuPntXmsXLmy1k0gi7Ja3MO/S9bA30Pt8XdQe/wd1F6pvwPGPc1hZmYGJ0+eRFtbm3Cfd999F+eee27Rc1ktHqLy8O83VRI/X1RpZn3GyomHmEAjIiIiIiIiIiKqsu985ztYsGABNmzYUNZ5HnnkEezduxfr1q3DqlWr4Ha7YbfbMT4+jkOHDqG/vx/Lli3DZz/7WZNaTkRE1ByYQCMiIiIiIiIiIqqid999F7/61a9www03lH2uVCqFyclJPProo3j00UfztrW0tOBTn/oUbr755rKfh4iIqNkwgUZERERERERERFQFsiwjHo/jgQcewMmTJ007r9/vx8zMDA4fPoxMJoNzzz0XK1euxMc+9jEsXrzYtOchIiJqJkygERERERERERERVdCPf/xjPPfcc5iYmMDk5CTee+89U8+/fPnysktBEhERUT4m0IiIiIiIiIiIiCroxhtvxI033ggAGB0dxac+9akat4iIiIiKYQLNIsxaOFZx+PBhSJKERCKBOXPmIJ1O46qrrsKNN94Il8tlynMQERERERERERERERE1IibQLMDMhWMB4Nlnn8X27duxefNmhEIhAMDJkyfxzW9+E5s3b8Y3v/lNLFiwwJTnIiIiIiIiIiKi2hscHMQvfvELHDt2DO+88w6OHz+OpUuX4vrrr8fy5ctr3TwiIqK6wwRaDVVi4diBgQHcf//9WLduHdatW5d9/KyzzsLWrVsRCARw9913Y/v27ZgzZ44pz0lERERERERERLXz61//GidPnsSmTZuy/T2//e1vcffdd6O3txc33HADgsGgrnMdOnQIa9euLbktTz/9dMnHEhERqSnnunTo0CEsWbKkpGOZQKuBSi0cm06nsX37dkxPT+O6666btX3evHno6urCE088gUceeQTd3d2mPC8REREREREREdVOa2sr7rjjDthstuxjF198MbZs2YK77roLjz76KM4//3x8/OMfr10jiYiI6gwTaDVQqYVj9+/fj2Qyifnz5+OSSy5R3eeyyy7DE088gZ/85Cf4+Mc/jtbWVlOem4iIiIiIiIiIqq+lpQVXX311XvJM4ff70dnZieHhYezZswfXXXcdXC6X5vmWLFnCWWRERGQp5VyXVq5cWfKx9pKPJMt54oknAACdnZ1wOByq+1x00UUAgBMnTqC/v79qbSOi6pMkCX6/H06nE36/H5IkVfV4IiIiIiIiqrwbbrgBN910k3C71+sFABw/fhyvvfZatZpFRERU95hAaxAnT57E0NAQAGDRokXC/XK3vfjiixVvFxHVhiRJ6O7uRjweRzqdRjweR3d3t+4kWLnHExERERERUXXMnTsXLS0twu1tbW3Zn4eHh6vRJCIioobAEo4NIh6PI5PJAAAWLlwo3G/evHmYO3cuTp8+jddff13Xubl4LFH9CYfDwscDgUDFjyeqtFotHktEREREZDWnT5/Gf/7nf6KjowOLFy+etd1u/8P4+enp6Wo2jYiIqK4xgdYgjh49mv153rx5mvvOmzcPp0+fxsTEBNLptLDcIxHVL2VGqt7HzT6eiIiIiIiIKm9qagqbNm3CW2+9BYfDge9///u44IIL8vY5duxY9udzzz23yi0kIiKqX0ygNYiJiYnsz06n9q9V2S7LMiYmJtDe3q65PxePpVLxc1M7Xq8X8Xhc9fFqHF+P+HmtL7VaPJaomvh3yRr4e6g9/g5qj7+D2uPvgESeeeYZvPXWWwCAdDqNI0eOzEqgjY2NZX9mJYbmwr8dVEn8fFGlWeEzxjXQGoTL5cr+rJRyFMndnnscETWOUChk6HGzjyciIiIiIqLKy02OrV69GldeeWXe9pmZGQwMDAAA3v/+96Ozs7Oq7SMiIqpnTKA1iNwFYWdmZjT3Vepdz5kzB62trRVtFxHVRiAQQDQahc/ng8PhgM/nQzQa1b1+WbnHExERERERUflGRkZw2223Yf369YhGo7O2K7PNVq1ahfvuu2/WQOmXX34ZJ0+eREtLCz7/+c9Xpc1ERESNgiUcG0TuCKLjx48L98tkMpicnAQAeDyeireLiGonEAiUlfAq93giIiIiIiKabWpqKvuzMshZ5MCBAzh8+DAAYO/eveju7s7bvnr1aixZsgTT09Ow2Wx526anp7F79244nU7cdddduPTSS815AURERE2CCbQGcckll2DhwoU4duwYjh49KtxvbGwsW8Jx1apV1WoeEREREREREVHT+vGPf4znnnsOAPDee+9lH3/88ccxMDAAm80Gp9OJvr6+vOM++MEP4qmnnsI777yDm266adZ5HQ4H7rvvPnzzm9/E3/3d3+FDH/oQFixYgPfeew+PPfYY7HY7/uEf/gE+n6+yL5CIiKgBMYHWIGw2G66++mr84he/QDKZFO6XSCSyP3/gAx+oRtOIiJqCJEkIh8MYGhqC1+tFKBTiDD4iIiIiIgIA3HjjjbjxxhsNH9fR0YEf/OAHmvu0tbUhHA7jyJEjiMViOHToENra2vClL32Js86IiIjKwARaA/nkJz+Jp556CqOjo5iYmMCCBQtm7TM0NAQAuOKKKzj6iIjIJJIk5ZVSicfj2f9nEo2IiIiIiKph8eLFWLx4ca2bQURE1DDstW4A6Vds4Vi3243rr78esizj+eefVz3Hc889B6fTiVtvvbXSzSUiahrhcNjQ40RERERERERERGRtTKDVWCkLx546dQp79+5V3ef222/HFVdcgYcffhinTp3K2/ab3/wGAwMDuOuuu+D1estvPBERAfjD7F69jxMREREREREREZG1sYRjDVRq4VgAcDqduOeee/Dtb38bd955J2644Qa0tbVhcHAQTz31FHp7e7F27drKvTgioibk9XoRj8dVHyciIiIiIiIiIqL6wwRaDVRy4VgAmD9/Pr761a/iyJEjePXVV/Hb3/4WF154IX7wgx+gtbW1lCYTNT1JkhAOhzE0NASv14tQKMS1rSgrFArlrYGW+zgRERERERERERHVH5ZwbGCLFy/G+vXrcfPNN+PP/uzPmDwjKpEkSeju7kY8Hkc6nUY8Hkd3dzckSap10ypOkiT4/X44nU74/f6meM2lCAQCiEaj8Pl8cDgc8Pl8iEajTLISERERERERERHVKc5AIyIqIhwOCx9v5ASJkjhUKIlDAA39uksVCAT4vhARERERERERETUIzkAjIipiaGjI0OONQitxSERERERERERERNTImEAjIirC6/UaerxRNGvikIiIiIiIiIiIiIgJNCKiIkKhkKHHG0WzJg6JiIiIiIiIiIiImEAjIioiEAggGo3C5/PB4XDA5/MhGo02/HpXzZo41CJJEvx+P5xOJ/x+PyRJqnWTiIiIiIiIiIiIqAKYQCMi0iEQCCAWiyGVSiEWi+Ulzxo1qdKsiUMRSZLQ3d2NeDyOdDqNeDyO7u7uhvl9ExERERERERER0R84a90AIqJ6piRVFEpSBUBDJJoCgUBDvA4zhMNh4eN8j4iIiIiIiIiIiBoLE2hERGVgUqV5DA0NGXqciMS+853vYMGCBdiwYYMp5zt8+DAkSUIikcCcOXOQTqdx1VVX4cYbb4TL5TLlOYiIiIiIiIioubCEIxFRGZhUaR5er9fQ40Sk7t1338WvfvUr08737LPPYvPmzVi1ahUikQi+9a1v4Rvf+AbeeOMNbN68GRMTE6Y9FxERERERERE1DybQiIjKwKRK8wiFQoYeJ6J8siwjFoth69atOHnypCnnHBgYwP333481a9Zg3bp12cfPOussbN26Fb/73e9w9913Y3p62pTnIyIiIiIiIqLmwQQaEVEZmFRpHoFAANFoFD6fDw6HAz6fD9FolKU6iYr48Y9/jC9/+cu47bbbcN9992F4eNiU86bTaWzfvh3T09O47rrrZm2fN28eurq6EI/H8cgjj5jynERERERERETUPLgGGhFRGZTkSTgcxtDQELxeL0KhEJMqDSoQCPB3S2TQjTfeiBtvvBEAMDo6ik996lOmnHf//v1IJpOYP38+LrnkEtV9LrvsMjzxxBP4yU9+go9//ONobW015bmJiIiIiIiIqPFxBhoRNSxJkuD3++F0OuH3+yFJUkWeJxAIIBaLIZVKIRaLMcFCDa9a3y0iLU888QQAoLOzEw6HQ3Wfiy66CABw4sQJ9Pf3V61tRERERERERFT/OAONiBqSJEno7u7O/n88Hs/+PxNcRKXjd4us4OTJkxgaGgIALFq0SLhf7rYXX3wRH/nIRyreNiIiIiIiIiJqDEygEVFDCofDwsfZyU9UOn63yAri8TgymQwAYOHChcL95s2bh7lz5+L06dN4/fXXdZ370KFDWLt2bclte/rpp0s+loiISE0516VDhw5hyZIlJraGiIiIqHmwhCMR1Uwly8ApMxP0Pk5E+vC7RVZw9OjR7M/z5s3T3FfZPjExgXQ6XdF2EREREREREVHj4Aw0IqqJSpeB83q9iMfjqo8TUen43SIrmJiYyP7sdGqHs8p2WZYxMTGB9vZ2zf2XLFnCWWRERGQp5VyXVq5caWJLiIiIiJoLZ6ARUU1olYEzQygUMvQ4EenD7xZZgcvlyv6slHIUyd2eexwRERERERERkRYm0IioJipdBi4QCCAajcLn88HhcMDn8yEajXKNJqIy8btFVtDW1pb9eWZmRnPf6elpAMCcOXPQ2tpa0XYRERERERERUeNgCUciqolqlIELBALs1CeqAH63qNY6OzuzPx8/fly4XyaTweTkJADA4/FUvF1ERERERERE1Dg4A42IaoJl4IjUSZIEv98Pp9MJv98PSZJq3SQiy7nkkkuwcOFCAMDRo0eF+42NjWVLOK5ataoaTSMiIiIiIiKiBsEEGhHVBMvAEc0mSRK6u7sRj8eRTqcRj8fR3d3NJBpRAZvNhquvvhoAkEwmhfslEonszx/4wAcq3i4iIiIiIiIiahxMoBFRVeXOrgmHwwiFQkilUojFYkyeUdMLh8OGHidqZp/85CfhcDgwOjqKiYkJ1X2UdTWvuOIK+Hy+ajaPiIiIiIiIiOocE2hEVDXlzK5hWTtqBkpnv97HiRrZyMgIbrvtNqxfvx7RaHTWdrfbjeuvvx6yLOP5559XPcdzzz0Hp9OJW2+9tdLNJSIiIiIiIqIGwwQaEVVNqbNrWNaOmoXX6zX0OFG9mZqayv48PT2tue+BAwdw+PBhnDp1Cnv37lXd5/bbb8cVV1yBhx9+GKdOncrb9pvf/AYDAwO46667+B0iIiIiIiIiIsOctW4AETWPUmfXaCXeWPaRGkkoFEJ3d7fq40T16sc//jGee+45AMB7772Xffzxxx/HwMAAbDYbnE4n+vr68o774Ac/iKeeegrvvPMObrrpJtVzO51O3HPPPfj2t7+NO++8EzfccAPa2towODiIp556Cr29vVi7dm3lXhwRERERERERNSwm0IioarxeL+LxuOrjWljWjpqFkhAOh8MYGhqC1+tFKBRiopjq2o033ogbb7zR8HEdHR34wQ9+UHS/+fPn46tf/SqOHDmCV199Fb/97W9x4YUX4gc/+AFaW1tLaTIRERERERERERNoRFQ9pc6uKTXxRlSPAoEAE2ZEJVi8eDEWL15c62YQERERERERUYPgGmhEVDWBQADRaBQ+nw8OhwM+nw/RaLRoskCUYGNZOyIiIiIiIiIiIiKqBM5AI6KqKmV2DcvaEREREREREREREVE1MYFGRHWBZe2IiIiIiIiIiIiIqFpYwpGIiIiIiIiIiIiIiIgoBxNoRFRRkiTB7/fD6XTC7/dDkqRaN4mIiIiIiIiIiIiISBMTaERNTElu2e12zJ07Fw6Hw9QklyRJ6O7uRjweRzqdRjweR3d3N5NoRERERERERERERGRpTKARNanc5JYsy5iamkImk8lLcpUze0ySJGzcuFF1WzgcNutlEBERERERERERERGZzlnrBhBRbRRLYm3ZsgWJRCL7/0piDQACgYDmsUpyTmRoaMhAS4mIiIiIiIiIiIiIqosz0IiaVLEkVm7yLJee2WPF9vF6vUXPQURERERERERERERUK0ygETU4URnGUpNYemaPFdsnFAqV9NxERERERERERERERNXABBpRA8td5yydTuetb1YsieV2u1Uf15N4E+3jcrkQjUaLloAkIiIiIiIiIiIiIqolJtCIGpQkSdi4caPqtnA4jEAggGg0Cp/PB5vNBpfLBbvdDp/Ph2g0iu3bt6seq2f2mGifXbt2MXlGRERERERERERERJbnrHUDiMh8PT09iEQiwu1KicVAIFA0oRUOhzEwMIA5c+ZgZmYmu76Z1nHKtnA4jKGhIXi9XoRCISbPiIiIiIiIiIiIiKguMIFG1GAkSdJMngH61z9TEl7d3d2YmpoCgGwZyNztam1g8oyIiIiIiIiIiIiI6hVLOBI1GGWGmBY9ZRiLnU/0uNa6a0RERERERERERERE9YAJNKIGo5RnVONyuRCNRg3NBhOdT/S40YQbEREREREREREREZHVMIFG1GC0yjPu2rXLcClF0flEjxtNuBERERERETUjSZLg9/vhdDrh9/tZtYOIiIjIYphAI2owovKMwWCwaPJM7Qauq6vL0PMYTbgRERERERE1G5a+JyIiIrI+JtCIGkwgEEA0GoXP54PD4YDP50M0GsWOHTs0jxPdwEUikVn7aiXjRIk1I+uuERERERERNTKWviciIiKyPibQiOpY4Yyxnp4e+P1+bNiwAQCwe/duxGIxXWUbjdyo9ff3C9sRDocRDAZnJfCMlo4kIiIiIiJqVCx9T0RERGR9TKAR1Sm1GWORSKRoCRBRnX0jN2q5+4raEQqFkEqldCfwiIiIiIiIjKrXdcRY+p6IiIjI+phAI6pTemeM5e6nVWffyI1a7r4sPUJERERERLVQz+uIsfQ9ERERkfUxgUZUR3JHV8bjcV3H5M4W00p2GblRy92XpUeIiIiIiKgW6nkwn2jtalbvaB7f+c53sHv3btPOd/jw4eySCnfeeSc2b96MaDSKqakp056DiIio2TCBRlQnenp68kZX6qXMFpMkSZh0i8fjwrXLit3UiWauLVq0yMCrIyIiIiIiMqbeB/MFAgHEYjGWvm9C7777Ln71q1+Zdr5nn30WmzdvxqpVqxCJRPCtb30L3/jGN/DGG29g8+bNmJiYMO25iIiImgkTaER1QJIkRCKRko4NhULZ0iZaRGuXFbupE81cSyaTdVE6hYiIiIiI6hPXEaN6I8syYrEYtm7dipMnT5pyzoGBAdx///1Ys2YN1q1bl338rLPOwtatW/G73/0Od999N6anp015PiIiombCBBpRHTBSgsTlcsFut8PlcsFmsyEcDmPLli0VeS7gzKhJj8djyrmIiIiIiIj04jpiVC9+/OMf48tf/jJuu+023HfffRgeHjblvOl0Gtu3b8f09DSuu+66WdvnzZuHrq4uxONxPPLII6Y8JxERUTNhAo2oDhgpQXLrrbcik8lgamoKsiwjHo8jkUhU5LkUIyMjpp2LiIiIiIhID64jRvXixhtvxD/+4z/iX/7lX/BP//RPpp13//79SCaTmD9/Pi655BLVfS677DIAwE9+8hNMTk6a9txERETNgAk0ojqgtZ6Y2+3Ou1ns7+8v67mMljuRJAlOp9PQuSRJgt/vh9PphN/vZ6lHIiIiIiIqSaOtI8Z7JTLiiSeeAAB0dnbC4XCo7nPRRRcBAE6cOFF2fwEREVGzYQKNqA7YbDbVx9vb25FIJLI3iwcPHkQ8Hi/ruYyUO1HWVpuamtJ9LuWYeDyOdDqNeDyO7u5u3hgSERHVEDtsiYhqj/dKZMTJkyezVV+0Bt3mbnvxxRcr3i4iIqJGoj5thIgsRVQicWJiIvvz2rVrsW/fPuE53G43Fi5ciKGhIXi93mxyKxwO5z1mZMSmaI0zl8uFXbt2qZ5LdEw4HK770aJERET1SOmwVSgdtgB0X5slSVKNKUSPExHRbLxXIiPi8TgymQwAYOHChcL95s2bh7lz5+L06dN4/fXXdZ370KFDWLt2bclte/rpp0s+loiISE0516VDhw5hyZIlJR3LGWhEdUBUClF5XJIkzeQZAGzfvj2vtAlgLHmmNjJdtMZZKpUSnkt0DNdLI6pvnL1CVL+0Omz16OnpUZ0xIXqcfx+IiNTxXomMOHr0aPbnefPmae6rbJ+YmEA6na5ou4iIiBoJZ6AR1YFQKJQ3Mjz3caB4B1fhQtqikea9vb0YHR2dlVAT7e/xeJBIJGY9n9Y6al6vV7XMpNG114jIOsyYvUJEtSPqmB0YGIDf79ccbNPT04NIJKJ6/M6dO1Ufz51JYaUZalZqCxE1J94rkRG5FWlE65IXbpdlGRMTE2hvb9fcf8mSJZxFRkREllLOdWnlypUlH8sZaER1IBAIIBqNwufzweFwwOfz5SXFtEYkOp3OWZ0/ooRbMplUHSEu2l+WZdXHtdZRE20zsvYaEVlLubNXiKi2RB2zsiyrzipTZpt6PB5h8gyAcI1UJW6x0lo/VmoLETUv3iuRES6XK/uzUspRJHd77nFERESkjQk0ojoRCATySjDmJsW0RiSmUqlZnT96S4Aond+i/UdHRzUTe6LXYfQYIrI2lhsiqm9GOmYjkUg2yZRMJjX3FXXQKXFLb2+v6vZNmzbpbg9gTglZDgQgIivgvRIZ0dbWlv15ZmZGc9/p6WkAwJw5c9Da2lrRdhERETUSJtCI6oxaJ1Gxjq/Czh+9JUCUzm+tNdi0EnsipRxDRNZVbJ1GIrK23A5bu91u2sh00Qw0JW4RJeDGx8dht9t1JcO0Zo4ZSaxxIAARWQXvlUivzs7O7M/Hjx8X7pfJZDA5OQkA8Hg8FW8XERFRI2ECjciicjt9Ojs74fF4YLfbVTuJgDPrnInE4/G8TiO9I82Vzm+WEiEiLfwbQVS/lHhjw4YNmJiYQCaTESa+zLJp06aiiTGlfKSSDOvp6cHcuXNhs9kwd+5c9PT0ABDPENuyZYvukoySJAnXjuFAACIisqpLLrkECxcuBAAcPXpUuN/Y2Fi2hOOqVauq0TQiIqKGwQRag5mZmcH4+LjmPu+++26VWkOlKhxNnUgkkEwmhWuOhcNhBAIB+Hw+4Tm7u7vh8XggSVJ2pHmx0WdK5zdLiRCRFv6NIKpPavFGNYyPj6O7uxt2u75bkVtuuQWRSCSb2JuamkIkEkFPTw8GBwdVjxG9lsKEm/IeFJstR0REZDU2mw1XX301APGsbiD/mviBD3yg4u0iIiJqJOpDLakq4vE4Hn74YYyPj8PhcAAAPvzhD+P666/P/r9RjzzyCPbu3Yt169Zh1apVcLvdsNvtGB8fx6FDh9Df349ly5bhs5/9rJkvhUxmdL2NgYEB+P1+DAwMaO6XTCazM9YA9c4lu92OpUuXZjuM/H4/hoaG4PV6EQqF2CFORKoCgQD/PhDVmVqv76WMhi9GNIDowQcfhMPh0H0e4A8xkxLbTExMqO7ncrmwa9euon/XJElCOBxmrERERDXxyU9+Ek899RRGR0cxMTGBBQsWzNpHKUd8xRVXaA66JSIiotmYQKuRxx57DDt37sS2bduwevVqAGem3N9zzz04ePAg7rvvPsyZM8fweVOpFCYnJ/Hoo4/i0UcfzdvW0tKCT33qU7j55ptNeQ1UOUbX21DKHOm1ceNG4UjrpUuXIhaLZUdkK3LLRbJjiIiIqP7V+/pesiwjlUoZPkaJmbRip1QqpSt5xliJiIgqaWRkBNu2bcM777yDT37yk3nXHQBwu924/vrr8dhjj+H555/HunXrZp3jueeeg9PpxK233lqtZhMRETUMlnCsgQMHDuDBBx9Ed3d3NnkGAGeffTa+9rWv4bXXXsP9998vHG1bjN/vx5/8yZ/A5XKhpaUFbrcb69evx/e+9z0mz+pEpdfb0FrbROlME41Kr/VodSIiIjIH1/cS0/PeGImVcte29fv9RdeAIyKixpV7Pz49Pa2574EDB3D48GGcOnUKe/fuVd3n9ttvxxVXXIGHH34Yp06dytv2m9/8BgMDA7jrrrt43SciIioBZ6BV2eTkJB544AHIsoxrr7121vbzzjsPy5cvx7PPPov9+/djzZo1hp9j+fLl2LBhgxnNpRoJhUKzRpYVstlsmDNnjmYyrBRKUC0alZ77OMsWERERmafa11U98Uaz0rP2mZ5YCeBMNSIiAn784x/jueeeAwC899572ccff/xxDAwMwGazwel0oq+vL++4D37wg3jqqafwzjvv4KabblI9t9PpxD333INvf/vbuPPOO3HDDTegra0Ng4ODeOqpp9Db24u1a9dW7sURERE1MCbQquynP/0pTpw4gQsuuAALFy5U3eeyyy7DSy+9hIceeggf/vCHS14PjeqHWodZNBoVllpsb2/H2NiY6ckz4A8dRl6vV7W0kZJgY2cQERGReSpxXRUl5HIfd7vdsNlsquuiNgun05ktBel2u7F9+3Zd73mxWEmhNVONMRMRUXO48cYbceONNxo+rqOjAz/4wQ+K7jd//nx89atfxZEjR/Dqq6/it7/9LS688EL84Ac/QGtraylNJiIiIrCEY9U98cQTAIALLrhAuM9FF10EAEgmk3j11Ver0SyqIaXDLB6PI51O53WY7dq1S/WY48ePm94Op9MJj8eDDRs2wO/3o6urS3U/JcHGEo9ERETmMfu6Koovenp68h5PJpNNnTwDkLeOWjKZ1Nw3txTjyMiI6j6Fs9cGBgZU96v3NeiIiMh6Fi9ejPXr1+Pmm2/Gn/3ZnzF5RkREVCYm0KrozTffxNGjRwEAixYtEu7X0dGR/fnFF18s6bkGBwfxwAMPYNu2bbj99ttx8803495778Urr7xS0vnIHGrrXxQblRyNRuHz+eBwOOB2uwHkd/QU8ng8JbUtlUohkUhkO9kikQja29uz291uN6LRKIAz6+ypjbgG2BlERERUCr3lABXF1tQSxRc7d+4sr6EW5nK5svGS01m80IZoH9F7V5iUHBsbm7VPMBjMm1UmSZJwXWOn08m10IiIiIiIiCyMJRyr6PXXX8/+LCrfWLgtFosZfp5f//rXOHnyJDZt2oQ5c+YAAH7729/i7rvvRm9vL2644QYEg0Hd5zt06FBZ9bKffvrpko9tJKLSTHa7eh5b6TALBALZjpjOzk7N5/D5fIjFYrDb7cLOGiNyO4aSySQOHjyISCSieQwXJiaiaijnunTo0CEsWbLExNYQlU9vOUBAX7lHUeKtEuWfrWLXrl3Z11/4HhWKRqPCNYNF752e2YA7d+7ENddcAwDYsmWL5uy+qakplr8mIiIiIiKyMM5AqyJl9hkAzJs3T7jf/PnzVY/Rq7W1FXfccUc2eQYAF198MbZs2QIAePTRR/HYY48ZPi+VR9Tp0tLSovp4YYeZJElFSyyFQiHNkc7l0jNqvbBsERERERUnun6qPa6n3KNoQIvNZiuhddanzNJXBAIB4ax8n8+HQCAgfI9yH8+d6SeafZ9LSYp1d3frLo3J8tdERERERETWxBloVTQxMZH9WausTO62Y8eOGXqOlpYWXH311aqdI36/H52dnRgeHsaePXtw3XXXweVyFT3nkiVLOIvMBEZHgitrkEmShN7e3qJrckSjUQQCAfj9fkPtcrlceN/73qerk0dr1LrP50MoFOIIaiKqinKuSytXrjSxJUTmUK6f4XAYQ0ND8Hq9wuuqnnKPoVBIcwZWo0kmk7Nmc/X19am+B0pSUvQeHTt2DE6nEx0dHVVZH47lr4mIiIiIiKyJM9CqKDdZlclkhPvlbps7d66h57jhhhtw0003CbcrI2qPHz+O1157zdC5qTyiUc6iJOY///M/w2azobu7u2jyrK2trWjJJpFUKoW+vj5d+4oSv0rpSCbPiIiIShcIBBCLxZBKpTSvq3pmThWuo+rz+RCNRnH++edXpO1WkTubS/QeKO9r4XZl7ddkMol0Ol2V5BnA8tdERERERERWxQRaFbW1tWV/npmZEe43PT2d/VlrrTQ1c+fOFZYELGzD8PCwoXNTeUSlmUSfhVQqpfvcra2t2Z+NdsJ4vd5ZHUiikkeiNrFsIxERUfUos9SLPa4k5Hbv3g0AuOWWW4oOyql3hQOJiiUlc9+j3LVfq4lxFBERERERkTUxgVZFuUmJ48ePC/fL3dbZ2WnoOU6fPo3nn38eR44cUd1ut//hV56bqKPKE42CXrp0adnnHhkZyf5stBNmZGQEkiTldTANDw/PWkskl9vtVh3JTURERJXX39+v+/Genh50d3cjHo9XbI1UKzE6kEhZ46xa5S6DwaBwRhwRERERERFZC9dAq6Lly5fD4XAgnU7j6NGjwv1ytxlZp2VqagqbNm3CW2+9BYfDge9///u44IIL8vbJXVPt3HPP1d94MkUgEFDtJCm308Zms2XXvRPNHhMZGxubtWYIAIyOjgqPWbhwYdXKGhEREVE+PWugAWeSQ5FIpBpNsozCgUSSJAnXlZMkqSKJM7vdjj179mDLli3ZeMntdmP79u1MlhEREREREdURzkCrotbWVlx++eUAoFk+RymtaLfbcdVVV+k+/zPPPIO33noLAJBOp1VnoeWWplmyZInuc1PlFM5ME60zpiW3tGKpia3cNUMA7RHcah10fr8fTqcTfr8fkiSV1AYiIiIqTs8aaMDsa3ujCwaDOHjwIObOnQubzYaWlpbs7Lt0Oo14PI7u7m50dnbC6XTi05/+dFnPJ1rHdunSpQgEAhgeHoYsy5BlGYlEgskzIiIiIiKiOsMEWpUpN86HDh1CJpNR3UdJTqxdu9bQLLHc5Njq1atx5ZVX5m2fmZnBwMAAAOD973+/4fKQVDm5628YWfvMTIVJMa1SkLkddMro7cLOKSbRiIiIKkN0jS58XDRTrREpM/EjkQimpqYAiNduTSQSSKfTZcdct956q+rjXNOMiIiIiIgaVbNNpGACrcouv/xyXHXVVZicnMTrr78+a3s6ncYLL7yA1tZW3HLLLXnbRkZGcNttt2H9+vWIRqOzjlXKNa5atQr33XffrFGxL7/8Mk6ePImWlhZ8/vOfN/FVkVl6e3tVH7fZbGhvb6/ocxeOWg8EAggGg6r75nYMiUa3N9uodyIiomoRrataOMPJ6Hpg9WzOnDnYuXNnRZ+jcA3YHTt26Po9EBERERERNYJmnEjBBFoNbN26FRdeeCH27NmDdDqdt+3JJ5/E+Pg4tm3bhkWLFuVtO3DgAA4fPoxTp05h7969s867evVqLFmyBNPT09lRuIrp6Wns3r0bTqcTd911Fy699FLzXxiVTVTaU5ZljI+PV/S51UZL6+kY0rsOCxEREZlHmb2eSqUQi8VUkzbNNBNqeno6O/PMLC6XC3a7HS6XCzabDQsXLsTu3bvz3m89vwciIiIiIqJG0IwTKZhAq4HW1lb09fXB6XTiK1/5Cvbv34/nnnsOkUgEe/fuxb333osVK1bMOu6DH/wgLrzwQsybNw833XTTrO0OhyM78+zv/u7vsH//frz44ov45S9/iS984QuQZRn/8A//gLVr11bjZZIBytRXLXPmzDF0ztbWVl37tbe3a46WLtYxpHcdFiIiIjKfVvmMQCAAj8dTw9ZVz7Jly4RrkpVqenoamUwGU1NTkGW5KUZXEhERERERie4zm3EihU2WZbnWjWhmb7zxBmKxGKanp7F48WKsWrXKcKJEzZEjRxCLxTAxMYG2tjZcfPHFJc06W7lyJQDgpZdeKrtNpE6Z+lqMzWaD3q+rUuJTz3l9Ph9isZiu86oRtZ8ljIjIqnhtI5F6+2zouQbrjTOszufzZWfUiV7zwYMHEYlETHtOl8ulOqut3NiJiKia6u3aRrXHzwwRUXPTus8Mh8OIx+Oztln9Hqmca5vT7MaQMZdeemlFyikuXrwYixcvNv28pJ8kSQiHwxgaGoLX60UoFFJNKOmd4irLMmw2G+bMmaNZosjtduc9j9KGwnKhinJHCCjPpee1EhERkXm0ymfklhgEgI0bN5pe4rDaNmzYAK/Xi2AwiP7+/ry4AwD6+/sB/GHQkd7BR6L9ZmZmVPdv5NGVRERERETU3LTuM0OhkGpyrZGXD2AJR6IKMLKgopFOGFmWi3Z+5a5/p5Rf3L17t7Cs0aJFi4Sln/Ti+h9ERETVp7d8RiAQwK5du6rRpIrJjakikQiOHTuWXY8MQDbuApBNhhWuCazG7XarJs/a29uRyWRUj2GZaiIiIiIialRa95mBQADRaBQ+nw8OhwM+n6/hq5AxgUZUAcUWVMytI+t0mjsRdGRkJPuzJEno7OxEd3e3MPGWTCZ1JfqIiIjIWkSJHDMGx1hdMplEd3d3Ns5R09LSUvQ877zzjurjY2NjwmMaeXQlERERERE1N9F9pvJ4s02kYAKNqAK0MvWFs9PMLqfk9XohSRI8Hg+6u7uRSCRU93O5XPB4PKrb9JaVJCIiotoRJXLUBsf09vZWuXWlc7lcsNvt8Pl8sNu1b1dEcQ4AXTFWKpXS3a5mGF1JRERERETNTXSf2awDCZlAI6oAUabe6XQKR0mbZWRkBN3d3Ugmk5r7pVKpvNlqubi2BxERkXUpM9k3bNgAt9uN9vb27DbRzPZicYGVTE1NIZPJ4NixY8Iyinq4XC5Eo1FTZvs7HI6mGF1JRERERER/kFtFrFrVPWrxnLmasUyjFibQiCpAlJE3e7ZZrra2NgDaJYdyeb3eolNyiYiIyFoKZ7Ink8m8a7+RGVVWV27Sb3p6GoA57wljIyIiIiIi89U6WaSl8N6rnKVv9L5OM5+zHM1WplGLuYsvEREAZP+ohMNhDA0NQZblskZQ66F0EumlJPnUZsQ165RcIiIiq6unUoy1Jsuyae8XYyMiIiIiInMpySKFkiwCYImEjWiJm3A4bKh9Wq9TOd/Q0BC8Xi+OHTtmynOSeTgDjahClEz97t27K548A4DJyUld+7nd7uy0W07JJSIiqi/1VIrRCsp5vxgbERERERFVjlaCqtL0zAgTLXGT+7ie84heT29v76zZZqL7l6Ghobzn6uzshMfjseTMvUZjk2VZrnUjyLpWrlwJAHjppZdq3JL65ff7EY/Ha90MAIDNZqtKMo+ImoskSXkjpkKhkKU7m3ltI5F6+GzYbLZaN8F07e3tuktQV4vP50MsFqt1M4iIylYP1zayFn5miKhanE4n0un0rMcdDkdFS9MXzghTuN1ujI6OZvs1wuGwap+ucq8gOk9bWxtaW1sxMjICr9eLwcHBsvtjnU5n0feEA//Eyrm2cQYaUYWJRivUwvnnn1/rJhBRg7FKfW6iZuHxeHTt197eXuGWmMPlcmFiYqJmz+92u1UfZ8lGIiIiIqLKEq0zbNb6w6LZYaIZYclkMq9fo6urS3W/gYEB+P1+bNmyRXX7+Pg4EolE9lxmTGbQk1Csxsy9ZsQEGlGF1WLRebtd/audTCbR09Nj2cU5iaj+1LLkAlG9K2XB7L6+Pl3nnpiYQDAYhMvlKreZFTU1NQWnU31ZZrvdDofDIdyucLvdCAaDJT3/22+/DbfbDY/HY6hkY7HfnZUXQyciIiIisgLRoLVjx46VHUdrDfbVO9nhe9/7nurjsiwjHo8jkUiU1LZKsdIkjkbCBBpRhYlGK1SKz+dDOp0WjlCPRCKaM0XY4UNERuipCU5Es5U6ezMQCOhKFi1atAiRSARTU1NmNbliRG202+3YvXu35mjLYDCI7du3o7+/HzabTbPEpdPphM/nyxtoJMsykskkEokEdu/ejVgspit5pvW748xcIiIiIqLiAoEAotEofD4fHA5Hti+zcCZYKXG01mBfvZMd6m0ZnFpM4mgGTKARVZAkSYhEIlV9zsHBQfj9fuGik2qUKcfs8CEioypdcoGoUWnd0BUbzLJjx47sjaZII6yVlkqlis5mjUQi2dhFlmVoLe+cSqUQi8XQ0dGhur23t1d4bO7vZOPGjar7KG3lzFwiIiIiIn0CgQBisRhSqRQWLFiguk8pcbRoUO/g4KDwfqDeHTt2jH24FcAEGlEF1aKjJJPJZDuR9EokEpAkiR0+RGSYqOQC1w8i0ia6oRsYGDA0mMXhcKiWIBwZGalk86tmYGDAtHMp5SxFg4ySyaTq+1w4wEg0Y05pK2fmEhERGcdqOERkZhwtGtSbyWSwb98+w+erB8lkkhMhKoAJNKIKqqeOknA4zA4fIjKssOSC3vWDiJqd6IZuzpw5qo/nDmYpTOiolSDkLNDZbr311qL7qN1w6h1IJMsyJEnizFwiIiKDWA2HqPGUkhTXiqO1zle4be3atRgcHDTttdQbToQwFxNoRBVUTx0lSqCqpp5eBxFVX27JBT3rBxGReJbmzMyM6uPxeDx7k6hnxnijzAI1MqM+V2tra3bGmcvlQjAYxI4dOwBAuE6sovD9NTKQKBwOc2YuERGRQaLYZvPmzVVuCRGZwWhSXEmAiZJeXV1dwvOtXbt21rZ9+/bV3fplZuJECHMxgUZUQVbsKGltbTV8jBVfBxERUT0Tzd5cunSp8BjlJlHPjPFAIAC32216u8vl8Xjg9/t171/qWm4LFy7E6dOnIcsyTp8+jR07dmRvzN9++23NY3PfR0mS4HQ6dT/v4OAgAoEAgsHgrAQeBxcQERGpE5VsHhsbg91ux9y5c2G321nakahOGFkiJjfZppb0crvdePzxx1XPd8sttzRsOcZycCKEuZhAI6ogpQPFSiYnJ3Xvy1JsRERElaM2e7PYoJVwOKy7tEmpyadKSiQSiMViFX+e0dHR7M+SJKGzs1PzxjyX8j56PB50d3cL1zxT09LSAkmSEIlEssdNTU0hEomww4+IiEiFJEmaM85lWcbU1BRkWc7OOjn77LN5XSWyMCNLxBQrN5hMJoVrGJdaraLRhUIhritpIibQiCrsmmuuqXUTSuJwOFiKjYiIqMqUmWkiQ0NDwiRbYWmTRCJRqWZWTOGsrWXLlqnu5/F44PP5hOdRkozKiFYj74XyPopu1LVMT08bGnGr4A0uERE1qy1bthg+ZmxsjGukEVmYkTWBWW6wfC6XK6+qCQCuK2kiJtCIKqxeF27kdF8iIrK6mZkZjI+Pa+7z7rvvVqk15gkEAsLkkNfrFZZ/7O/vr3JLzeXz+WaVXRQlC/v6+hCLxYTJxsHBQfj9/pI65R588EHDxyiWLVsm7ASIx+Po7OyclSQzukYEERFRIylnwM+nP/1peDweDkAhshgjawJ3dHRUujkNb9euXXlVTUoZ0Edi+gv6E1FJ6nUkBdc9IyIiM8XjcTz88MMYHx+Hw+EAAHz4wx/G9ddfn/1/ox555BHs3bsX69atw6pVq+B2u2G32zE+Po5Dhw6hv78fy5Ytw2c/+1kzX0pVhEIhdHd3qz4OIDtDPBwOY2hoCOFwWLh+SL3o6uqC3+/H0NAQvF4vQqFQ3uscHBxES0tL3iyv3O0DAwPZMi6ZTAbxeLykdpRTCmZgYABz5sxBOp1W3a50EipJMkB7jQhWAiAiIhJLpVLZGeO511ZePxuDJEnZWLcwNiRryv2dud1u2Gw2jIyMaP7+9MbeHo8Ho6OjSKVSZje7LO3t7Zg3b15J1StElPdONMDA5XIhlUoJ31cjJTSpOJvMYqGkYeXKlQCAl156qcYtqR+FF/iRkRGMjY3VulmGeDweDA8P17oZREQVwWtb9T322GPYuXMntm3bhtWrVwMAjh49invuuQculwv33Xcf5syZY/i8u3fvxp49e1S3tbS04FOf+hRuvvlm3eez2mdDq9NAmbVUr4LBIPr7+7OvraurC5FIZNZ+ylqsotfrdrsxOjoKr9eLY8eOmXrjqpfdbi+6rpqIz+fD0NCQasLN4XBYroOAiOqP1a5tZH3V/MxUIp7x+XxVWW+VKkv02VBiQ7KeUn9nTqdTOPgs15o1a7Bv376y2mgGp9OJz33uc9ixY0f2sWrfmylVOET3in6/X3UwYTP/fSzn2sYEGmlisK2tsGNL1PlTb9hhQ0SNjNe26jpw4AD+/u//Hp/5zGfwV3/1V3nb3nnnHWzYsAHXXHMN/vZv/xY2m83QuXfv3o1XXnkFMzMzOHz4MDKZDM4991ysXLkSH/vYx7B48WJD56unz4bopsjqXC4Xdu3aNesmurOzU3WEpXKTZ9XXq5TaLLVtDocDXq+XN7hEVDH1dG0ja6jmZ6ZS13cmWeofEwD1R8/vTG2AYDgc1vV3wOl01rSvsthkA+W15VbFqEQbZFnGyMiI6gC+YoMPm/lvYznXNq6BRlQitfUqGiF5BnD9MyIiMsfk5CQeeOAByLKMa6+9dtb28847D8uXL8ezzz6L/fv3l/Qcy5cvx3e/+138/Oc/x5NPPol//dd/xebNmw0nz+pNvZbfUEueSZIkLE+ivM5avl6Xy4VgMKi6LRQKldU2peNAdG4iIqJGJrqGGh1UVai7uxs9PT1lnYNqiyXorEmSJPj9ftV1B0W/G2VtYofDobrur9410Go90D+RSGiusxgIBBCLxZDJZITrWZvRhmQyKax+0dvbm22L2prZzZo8KxcTaEQlaoSFF9va2lQfL+yw0bpAEhERifz0pz/FiRMnsHjxYixcuFB1n8suuwwA8NBDD+kq3dFoSr3G1utgF7WbNq2Yyuv1QpIkOJ3mLt3s8XiyN5Oi5Jhi165d2LFjh/AmVPS7cLvdRduhlFrhDS4RETUj0TV02bJleddGj8ej67qaKxKJsO+ijok+G/UaAzcCtYkE3d3d2e+Z6HejrE0sSvrs27cPLperYu02U3d3N+x2e9H7tloNhEsmk9l2KQm9VCqFWCzGe4syMIFGVKJGGPUyPj4Om80Gl8sFu92u2mFT7AJJREQk8sQTTwAALrjgAuE+F110EYAzwf6rr75ajWZZRrFrrFZyrRFmJymvT6tkS1dXF7q7uzE1NWXKc7pcLkSjUQwPD2P37t0AgO9///vZjjm73Q6XywWbzTYrLhLdhIp+Fx/72McQjUbh8XhUtweDwaLnJiJ9OOCPqD5pzcLOvTYODw9j+/btwmuqSCMMfG5WnKFvPaLv08aNGyFJUlm/G7Ni/WqQZblo32ggEND8e2X24MBcot8TY6XSVe63RdTgROtV1BtZlrMXqtwFJxWiP7zhcJidO0REJPTmm2/i6NGjAIBFixYJ98st2fHiiy9ma5MbMTg4iF/84hc4duwY3nnnHRw/fhxLly7F9ddfj+XLlxs616FDh7B27VrDbVA8/fTTuvfVusYCyKtbr9ykAWduyAKBQFUXqjaLJEmadflzud1u9Pf3m/r8qVRK9fmVEpKlzPwKBAI4ePDgrFLekUgE11xzDYaHh1XXe2AcRWSOwu9z4d/LRlDOdenQoUNYsmSJia0hMo/yHS12jdQTN6hphIHPzUrvZ4MqT4ljRX2gU1NT6O7uRjQaRTAYxM6dOzE1NQWbzVaxtcCsQqtvdGRkRPVxh8Oh+b60trZicnJy1uNutxvJZLJom+LxePaeS9EMsVIlcQYakYbc7HxnZyc8Hk82U9/V1VXr5plOrSOPdaeJiKgUr7/+evZnUfnGwm2lLAj+61//Gv/+7/+OTZs24d5778X3v/993HfffTh06BB6e3stvT6p1jW22AjPeqW8Lj0jwrdv3256vKGUlimWvDRKlOhTzscZZkSVY/b3mYiqS3SNzO2P2bhxY0nnVkpBc9ZFfWL8VHu5FTOKUe69lEH6jZ48A/Lv5wr/1ojWdvN6vZqlSCcnJxEMBmeVd9++fbvudhXOjmOsVB7OQCMSEI1MBs5k6utx9pnD4QAA4Rozap1Uopl2rDtNRERalNlnADBv3jzhfvPnz1c9Rq/W1lbccccdeYvNX3zxxdiyZQvuuusuPProozj//PPx8Y9/XNf5lixZYmgWWTm0rrGixJEywnPLli2Vbl5FDA4OAtAeiOPz+bIjjLVGu5ZCKS2jtEPUPqM44Iiodprh+1fOdamUmd1EtVbYH1PqOrlKKWiFMuvihz/8IUZGRjiziagIIwkWPbOjGo3SN6o2w0tEuR/RmlXb398vHFyqzMpctGiR5nueOzuuGWKlSuIMNCKBRs3Cp1Ip+Hw+1W1qSTHWnSYiolJMTExkf9aq8Z677dixY4aeo6WlBVdffXVe8kzh9/vR2dkJANizZ48l6+prXWOLDVTJHdhTTzKZDCRJEpb1dLvdutYXK1U4HIYkSWhpaVHdLnq8mGZb6J6j+clKmu37R9QMyu2P8Xg8iEajwhni+/bt4zrv1HAqEZ81Y4LFZrNhzZo18Pl8sNls2fWR1Sj3KqK/WW63e9ZMMqUcfzQaFbZB9L7nzspMJBK6zyGKibSWWqA/YAKNSKARLxLKH0wjSTHlj7raH3wiIiIRl8uV/TmTyQj3y902d+5cQ89xww034KabbhJuV657x48fx2uvvWbo3NWSu7i02+3OXmMbeaDKpz/9aeFoyWQymXfDr8QhbrfblOdWOslECdWpqamSOh7MGnBUD4mp3FI+7HgkK+CAP6LGU25/zIIFCxAIBAydp1EHUVNzKDc+E8WgojKEjeyhhx7C008/jVgshkwmg9OnTyOTyWj2jYr+1oyOjgrLkAYCAUMTHNRonSOdTmeXIxoYGFDdJ5lMMobXgQk0IoFGHLGo3EQaTYqx7jQRERnV1taW/XlmZka43/T0dPZnrbXS1MydO1dzxlBuG4aHhw2du9KUm9zcmWS5SSXlWq01e69epVIpze2FN/yBQCA7wtLn88Fut2cTtMqI0NyErR6iUaTK8xvteDBjwFG9JKa4hgJpqUUSmAP+iBqPVn+M1jVcMTAwAL/fb6j0o3KMlQexEImUE59pxaDNsI6ZwuVyGeobBZD9myG6ZyvWt2zGICCtfROJBJLJpObvkTF8cUygEQl0dXXVugmmUcoXFI50YFKMiIgqJXdm1fHjx4X75W5TSi7qdfr0aTz//PM4cuSI6na7/Q+hbm6izgpENyobN27MdtwcPHiwaLKpkRW+R0rssmfPHpxzzjkAzswYczgcmJmZyfvMFWOkM0DvTWW5sVW9JKa4hgKJ1DIJzHsbosai1SG8bNky4YwLhSzLhtdQVY6x8iAWIpFy4jOt+5JmWtds165dCAQCugYDFcY8ouoWxRJhZgwCyj1HKRjDF8cEGpGAqFZ2Perr6+NNJBERVdXy5cvhcDgAAEePHhXul7tt5cqVus8/NTWFTZs24etf/zo+97nP4a233pq1T+6aaueee67uc1eD6EZlamoq23ETiUSq3CprGRoamnUD29PTg+7u7ryb+VQqhUwmk53N53a7YbfbdY1Qd7lc2ZvV3IRrYTuqoV4SU1xvqnz1UKqzFPWSBCYi6wsEAprX5WqVaOXfL6oX5cRnWvclzSIYDGaTZ3oGA4n+NuTeW+hNhJkxCEg5h3L/bQRj+OKYQCMSsFpnRTkY9BERUbW1trbi8ssvBwDNkYtKaUW73Y6rrrpK9/mfeeaZbNIsnU6rzkIbGxvL/rxkyRLd566Gcm5UbDabruRQvVu0aNGsG1g9SUWbzYZMJqNrltn09DS8Xi+GhoaEHXXVWly7XhJTXG+qPPVSqrMU9ZIEJqL6sHTpUtXHvV5v3owLpZSz3W43NBtdj8HBQVPPR1QpRuOz3ME8jVgy3qidO3fC6XRi48aNqtsL+1VFsU0qlarIbHi9g69KuW9gDF8cE2hEAlbrrCgHb1qJiKgWlJuGQ4cOIZPJqO6jXKPWrl1raJZYbnJs9erVuPLKK/O2z8zMZBdLfv/732+4PGQ59NzglHOjIstyU6xHUGqSMHdduWJyyzWJymWeOnWqpHYYVS+JKa43VZ5GnqVVL0lgIqo+rdhItE3ruihJEsLhMIaGhnD++efjfe97HwBjMYAemUymIQY4UOMzEp/pLT/YTJQqIKL3orBftZoxj5HBV3ruGzweD2N4g5hAo4ZXaomURloDjTetRERUC5dffjmuuuoqTE5O4vXXX5+1PZ1O44UXXkBraytuueWWvG0jIyO47bbbsH79ekSj0VnHXnDBBQCAVatW4b777oPL5crb/vLLL+PkyZNoaWnB5z//eRNflTa9NzjKTS6duYkLBoPZMooulws2m830TrBS5SZrK6meElNcb6p0jTxLq16SwERUXVqxkdY20XURQN4xyWQSiURCOFhL4Xa74XA44Ha7DbV/06ZNJb92omoqjM8AqPaHNsKgnWor7FetZsxjZPBV4d9Nj8eT/dvn8/kQDAaxYMEC09vY8GQiDStWrJBXrFhR62aULBqNygBm/YtGoyUdV6//ir1eIqJmUu/Xtnpz8uRJ+bOf/az85S9/WU6lUnnbfvazn8nXXnut/NJLL806bu/evfKaNWvkNWvWyOvXr5+1PZVKyXfccYf8pS99ada2qakpORgMytdee6381FNP6W6rGZ8Nn8+nei32+XyG9lf+BYNB2efzyQ6HQ/b5fLLNZqt5XFHOP6fTKdvtduFrrUYblPdS1A61f0RmMfo3ot5Eo9G8v1m8D6k9xj1klNmfGa2/e6JtLpdL+PejWOwkijFyeTweQ8fntoV/56geaPWHOhyOmt8T1Ns/te95tf4WiH5fDofD0HlK7SNvFOVc23g3SJrqPdg2eoOq/PGr9R9ms/4xmCMimq3er2316OjRo/KWLVvku+66S963b5/8H//xH/KOHTvkW265RX7hhRdUj3n77bflz372s/L1118v79mzR3WfsbEx+atf/ap89913y/v27ZN/85vfyL/4xS/k22+/Xb7jjjvkWCxmqJ1mfDaM3uCIbmTcbrfqNbze4xStWKtayUGj76XH48n+rpq5w6zZX79Zmr3zgqqPcQ8ZZfZnRis2KtaRr5a4KuXa73K58q5fRhMISh+S3r/hvGZSrZWSuOY/9fuAWn9/zRp81eiDuIop59pmk+UmWECBSrZy5UoAwEsvvVTjlpTG6XQinU6rbnO5XJiensayZcuyU2y7u7ur2byK8vl82SnbRET0B/V+batnb7zxBmKxGKanp7F48WKsWrUKc+bMKfu8R44cQSwWw8TEBNra2nDxxRfj0ksvNXweMz4bfr8f8Xh81uNa1+XcdTy8Xi9CoZBwvYLNmzdXraRgJUSjUWzYsEEYn5XCZrPpXhPO5XLh9OnTAP5QUqqY3HJRatuaoXyh6L1qltdvNr3feSIzMO4ho8z+zGjFRgBUtyk8Hg8WLFiAgYEBU9d/9Xg8hkpFOxwOpFIpXXEer5lkBaL+UIfDgd27dzdU/2clWaFv1ay/KVqfCdFa0I2knGsbE2ikqd6DbVFwo8btdiOZTFa4RdXD4IyISF29X9uocsz4bFSq06SnpweRSKTk463C6XTW9AYtGAxix44d2f8Xva92ux1Lly7NJjZKSYw2kmZ//UT1jHFP45uZmcHJkyfR1tYm3Ofdd9/Fueeeq+t8Zn9mtGIjoDYDmY32/3g8HgwPD+vqgOY1k6yg2OcwdzCP0+nE1NRUDVppfVZJLpkx+KrZ/zaVc22zm90YIisxsnhjoyTPXC4Xk2dEREQ1IlrwvpzrsiRJDZE8A2DKDajdXtotTGHyDAB27Nih+vtKp9OIxWLZ39vQ0JDqOUWPN5pmf/1ERGaJx+P427/9W2zatAlf/OIX8cUvfhGPPfZYWTOzH3nkEXzmM59BJBLBCy+8gGQyiZGREQwMDODxxx/Hl770JfzsZz8z8VUYoxUbKdtcLldV2zQ6Opptk564IpFIQJIkeL1e1e25j/OaSVYg6g9VHg8EAojFYkilUti1a1c1m2ZJHo9H9XHRd77acn9fufcoaiRJgt/vh9PphN/vhyRJAIp/JkjMWesGEFWS8gclHA7rnolW71KpFJNnRERENaR0CJklHA6bdq564XA44PV60dXVhf7+fgwODqKlpQVTU1PIZDKGz+fz+WYlzxR6fl9er1c1lrTKTXWlNfvrJyIyw2OPPYadO3di27ZtWL16NQDg6NGjuOeee3Dw4EHcd999JZW2TqVSmJycxKOPPopHH300b1tLSws+9alP4eabbzblNZRCNHMi9/FFixaZMqjZ5XJhyZIlOHToEKampoRlnr1eb971P7ctNptNdcBPOBxGKBRSnTGX2wHNayZZgfLZ7u3tzX63REmi3L5T5Xva1dXVMAP41LjdboyOjmb/JgHqs2HrLblUOOM3Ho9n/1/t98wy4vpwBho1PCVLr9TXFnE6GyOfnE6n80YYEBERUX1rthHLbW1t2dGVO3bsQCgUQiaTKau0TO7Nr2hUpt7j9TzeaJr99RMRlevAgQN48MEH0d3dnU2eAcDZZ5+Nr33ta3jttddw//33l7zOl9/vx5/8yZ/A5XKhpaUFbrcb69evx/e+972aJ8+6u7sRj8eRTqeznbk9PT15jysd/O3t7bDZbCU/39TUFGKxWDZmEL2fHR0debHAwYMHs9tEs+WHhoZ0VRrgNZOsJDcxnUgk0N3dDY/Hk/3s9/T0wO/3Y8OGDQCA3bt3IxQKYefOnbVqclUsXLgwbzZXJaqI1IJo4KXyuJGZbPQHjZExICpCkiRMTExo7pNKpdDe3o6xsbEqtapy1EYYKLhoORERUX0RjWRuVK2trXn/b+YMPD2jMtU0+4jNZn/9RETlmJycxAMPPABZlnHttdfO2n7eeedh+fLlePbZZ7F//36sWbPG8HMsX7482wFuJaJruKhzfmxsDB6PB4lEopLNwr59+7I/x+NxXXGWknRTroO7d+9WvQ7ymklWIfr+KUm1ws9+blzc6OLxOPx+f9530+wqIrXAErKVwRlo1PCUjhI9AVgjJM9ybdmyJe//RaO/OFuNiIjIupptxPLIyEje/5txw6d0IBQblak1O63ZR2w2++snIirVT3/6U5w4cQKLFy/GwoULVfe57LLLAAAPPfRQWeuhWY3oGq41q7zSybNSJRIJ3X0pvGaSFTBpoq0R+0S11mkspQoHncEEGjW8wiRSMykMPIt1GhGRNTCwIWp8Rr7ngUAAwWCwiq2rrcIbPzPWDFE6ELRGZXKgERERVcITTzwBALjggguE+1x00UUAzswMefXVV6vRrKoQXcNdLleVW1IapZSb2+1W3W60L4X3eVRNXHdPH73f43r4/ooGXnZ1dfE+pwxMoFHDUPtD1tPTY9nRS7XAqbxE1scOXKLGJ/qe22w22Gw2dHZ2zvrO79ixA9FotEYtNq7Y2rNaCm/8zJiBp5RdEo3q93q9HGhERESme/PNN3H06FEAwKJFi4T7dXR0ZH9+8cUXS3quwcFBPPDAA9i2bRtuv/123Hzzzbj33nvxyiuvlHQ+M3R1dak+fuuttwqPESWrqs3n82VnkI2OjqruY6Qvxeh9Xj101pN19fT0YHBwsNbNqAt6vsei76/dbrfU91O0llt/f7/q/rzP0YdroFFD0FrPQsTpdAoXh81ls9lKXsi31goDT9EaKhyVQmQdWh24LP1B1BiK3agoC3wD+etyBQIBhMNhy6+HZrPZEIvFYLPZDB9buFi3snar3W5HS0sLpqensWzZMoRCIfT29uYtjK4lkUhoDqoKhULCtWM40IiIiEr1+uuvZ38WlW8s3BaLxQw/z69//WucPHkSmzZtwpw5cwAAv/3tb3H33Xejt7cXN9xwg6HZ7IcOHcLatWsNt0Px9NNPQ5IkRCKRWduCwSB27NgBAKrbt2/fDuBMvDQ4OAi73Z7tu2lvb8e8efN0X//LkTuAx4y+FCP3eaWu2UoEnEmeqX23SJ2e77Ho+yvLsuW+n2pruTXKfU4516VDhw5hyZIlJR3LGWjUEErJmOtJngGo2+QZ8IfAUyEawd1sa6sQWRlnihI1Pr3fZ7V1uY4dO1bBlplDluWSkmcul2tW8kwZ6ZnJZDA1NQVZlrOLfRfGOSJaI9mVUZmBQEBzzQAiIqJSKLPPAGDevHnC/ebPn696jF6tra244447sskzALj44ouzS1o8+uijeOyxxwyftxyifhplJoQyu75wpoTS+RuLxZBOpzEzMwNZliHLMo4ePYpEIgG73fzuTJfLNasdSgw2MDCgeoyoLyU3dvN4POjs7BQOgFKLCzkrnsqxc+dO4TaHw1GR74+VFZvVqqdPVM/9m5W/n7zPKQ9noFFDYMfybK2trbNGHCj/Hw6HMTQ0BK/Xm+2EIiJr4ExRosYn+p4Xyl2XS1GNEde1UljOqdhI7dy4RvR+ut1uYdklh8ORN8o/FAqpVjDgQCMiIirVxMRE9menU9wFl7vN6GCZlpYWXH311aqDV/x+Pzo7OzE8PIw9e/bguuuu07X+2JIlS/D0008bakchUfm43P4btZkSetjtdmQymZLbpiaVSuUNtC6MwXKfe+nSpcK+FKOxm9p9HgdVUjmmpqaE20TlzBuZ1newsPqFiJ77Nyt/PxvlPqec69LKlStLPra5Us7UsNixPNupU6dUH1dGcim1vJk8I7IWzhQlanx6v89a63I1EpfLlVfOSSG6CY3H49n1QIAzpa48Ho/qvjabLW9dmVyFj4vWDGCsREREpcpNVmklfHK3zZ0719Bz3HDDDbjpppuE25X+kuPHj+O1114zdO5SSZIkfL2l9t8os7pySzqaqbBdohhs6dKlmn0pRmM3tbiQs0WoVJIklVQJohn5fD7dcb6e+zcrfT8L11AEwPucMjCBRg2BHcuzmT0ai4iqgx24RI0v93uuVULl2LFjll/vrFw+nw+nT5+elTwDtG9CcxfvliQJb7/9tup+IyMjwnLcao9rDTQqvBEtXCy82HYiImo+bW1t2Z9nZmaE+01PT2d/1lorTc3cuXPR0tKiqw3Dw8OGzl0qrSRSKf03uWWdK7XMRmG7Sp0FpncWitZ9HgdVklGSJKGzsxPd3d11vRRNNRn5Pum5f7PK9zP372XuPRNwpo1erxdDQ0MIh8MVuV9pxHsiJtCoIYg6nJXHmtXcuXNht9sb5g8WUbPgTFGixqd8z/fs2TNr9lR7ezuAxi7XqNDqZNJ7E9rb26s5yl1UwlH0uBrRjagSXxXbTkREzSn3Gn/8+HHhfrnbOjs7DT3H6dOn8fzzz+PIkSOq23M7e3MTdZUkur7bbLaS7m0qPSNfbY2kUmaBSZKkWapT4fP5NO/zOKiSjFDi0EQiUeumWJbH4yn7+5S7NqOVv5+iv5e9vb0Vv19p1HsiJtCoYah1OCuPBYNBXefQUwu8nkxNTUGWZcN/sBpxtAAREZHViG52582bV6MWVV86nYbNZkNnZ+eseCMQCOiK4bQSjcrNmxojZVa01mPTs52IiJrT8uXL4XA4AABHjx4V7pe7zcg6LVNTU9i0aRO+/vWv43Of+xzeeuutWfvkrql27rnn6j53OUTX2GXLluk6XumTcDgcmDt3ru4Z+XqSV2qSyeSsPhOjs8CUuE5r/ali58jFQZWkV29vb62bYHnJZNLU75OVv5+iAQyieyYz71ca9Z6ICTRqeJIkIRKJzHq8ra0tO1JA6ZzRE+jUMz1/sBp1tAAREZHViK7LWgkhZYSjVulHK2lvb4fb7S7a3kQige7ubvT09OQ93t/fX7G2GSmzUqyMU6llnoiIqLG1trbi8ssvB6B9fVdKK9rtdlx11VW6z//MM89kk2bpdFp1FtrY2Fj25yVLlug+dznKKUGY2yeRyWQM9dOUuzZabmxWOAvM7XbD4/Fgw4YNqgONRXGd3W7PJvaUdV+t1NlO1lHqYPZmqFpRLlmWm6Zf0+habGberzTqPVF93HkTlUEUxJx//vnZkQKV7JyxEj1/sBp1tAAREZHVGL2RUMr9ANBc68QKotEoZFnG0aNHkUgk8kqdaIlEInk3t3reI6OjzUsps1KsjFMpZZ6IiKg5KNebQ4cOCUsOK9e7tWvXGpollpscW716Na688sq87TMzMxgYGAAAvP/97zdcHrJU5ZQgrGXfw+DgYN7/K7NMdu/ejWQymY1p1AYai2KWTCaTTexNTU3NinWIAA5mr4Zm6dcUDVQoXDZAYeb9SqPeEzGBRg1PFMTE4/HsiA4loGx0ev5gNepoASIiIqsRXZdFNzehUMhQeaBaUusgUzqhlFJWIps2bcqOvtVKjinvk5HR5g6Ho6QyK8VG0pcz0p6IiBrb5ZdfjquuugqTk5N4/fXXZ21Pp9N44YUX0NrailtuuSVv28jICG677TasX78e0Wh01rEXXHABAGDVqlW47777Zi1L8fLLL+PkyZNoaWnB5z//eRNfVXGlljirZd9DJpOBw+GYNftHz0BjM0pDU/PSWreqGNG9A+Vrln5N0QCGvr4+1f3NvF9p1HsiJtCooRVbwFUZ0VEvZZC0uFwu2Gw2zX30/MFq1NECREREVtHT06O5nkdfX59w1HY9dLgUm2VWLKYYHx/Pjr4VJQqj0SgWLFhguG2VimfKGWlPRESNb+vWrbjwwguxZ8+eWWtzPvnkkxgfH8e2bduwaNGivG0HDhzA4cOHcerUKezdu3fWeVevXo0lS5Zgenp6Vn/A9PQ0du/eDafTibvuuguXXnqp+S+sAirZ91CszwQ4k0QrnP2jZ6BxV1eX7nY0S0c+6ae1blWxWWiixAjl0/O3pdQymlajNoCB9yuls8myLNe6EWRdyuK1L730Uo1bYpwyQrtZOBwOpFIp2O12qH2t7Xb7rEBdjeh94x9VImoU9Xxto8qqxmejp6dHdW1Wm82GZcuWIRQKaV5vnU6nrut5LRWLGUqJ0VwuF1KpFLxeb/Y9KuW9KDWe8fv9qgnP3LKaRERWxLjHOsbGxrB9+3ZMT0/jL/7iLzB//ny88soreO655/CFL3wBq1evnnXMyMgItm3bhnfeeQd/+Zd/OWuGGnBm4Mk3v/lNzJkzBx/60IewYMECvPfee3jsscdgt9vR09NTdHBLrlp/ZorFCcFgEP39/RgaGsKiRYsquv6Tcp3v7OxEIpEQbjca2zB+oEKiWBPQ93mRJAkbN260fJWKWir1HoX9ofpZ+Z6pnGsbE2ikqdaBUzm0Lj6NyOVy4dZbb8XOnTtVL5hG/lhJkoRwOIyhoaG8jioiokZQz9c2qqxqfDbmzp2rep12uVw4ffr0rMcLr8kTExOqHThWoCS0zj//fNhsNoyMjAjjCEmSsHnz5ry1W7Q4HA7s3r077704duyY7k4zp9OJH/3oRyXHM6JknTKAiYjIqhj3WM8bb7yBWCyG6elpLF68GKtWrcKcOXPKPu+RI0cQi8UwMTGBtrY2XHzxxSXNOrPCZ0aJfwYHB9HS0oLp6WnhQCPRIGIzKPGHKDmmdKwb7X9ihzwV0krC6o03HQ6HcJ3FZuR2uzE6Oqq7X9PKyZ96YeV7JibQqGKsEDjpoZbw2bBhg+VHaFcTAzQiojPq5dpG1VeNz4ZW6aDCsLxeZtO73e6iiSxRHCIa0V3I4/GUlTgs96bNKjfUHOREREYx7iGj6u0zU8nB08rMPbXzu93ubGyid1a8y+XCrl27eO0mVWeffbbq4LLcmY6iOLBe7huqpZQY3crJn3phlXsmNeVc2+p/4SdqespFQlkrQ6lV3dHRUeumWYLL5WLyjIiIyCJcLpfux7XWO2tvbzetTeXSMwtM9Fr0rtlQ7pi/cuNC0TqyRtY7KZco5q3XtRmIiIjMUMlr8cTEhDA5Nzo6mv1Z77ptTJ6RiCRJwsoMoVCoaBxYD+skV5Modtci+h5Xcl3GRiN630v5fVgJE2hU90QXCU6uPCOVSjFAIyIisohbb71V9+MDAwPC80xOTprWpmoQLYyuLGatNTNPKb9SjkQiUdZC4IFAAMFgcNbjkUikagksUczLDhMiImoWkiTB7/fD6XRmr+v9/f2mP4/T6QQAzdnvuZ3qoiRee3s7HA4HfD4fBzaTJlE853a7EQgEsGXLFtXt3d3d6OzsbKolbIqx2WwIh8OGY/RGTf5Uk3Jv5/P5GupvHxNoVPdEHTKjo6N5X1ojI74bCUdKEBERWceOHTsQDAaz8YfL5UIwGMSOHTvy9pMkSXMwUL0tEK4VjwQCAdxxxx3C7du3bzclnlFG6vb09JR0vKiDzkgCS63jTy9RzCt6nIiIqJGIZuAMDg6a/lx6yrXldqqLYoSOjg6kUinEYrG670CmytLq2wS0k7lWXR+5VmRZLqlSQ6Mmf6otEAggFos11N8+JtCo7mlNsc390ooCoJmZmUo2r+Y4UoKIiKi6iiVJduzYgdOnT0OWZZw+fXpW8gxovFlFxeIRJbGojPgGzozaVm5azYxnIpEIPB6P4SRWuQmsckswsqwMERE1M1Fs1NLSUtV2qHWqc5ALlYtxXmUYvadqxOQPlY8JtBqKx+P427/9W2zatAlf/OIX8cUvfhGPPfaYroVHizl8+DDC4TCCwSDuvPNObN68GdFotO5GK+uhd4qt6KKzdOlStLW1md6uWnG5XBwpQUREVCNmrVPVKB0uRuKRHTt2YGZmBrIsQ5ZlHD16NHucaESoVulHLclk0vDvRxRLptNpXYm4ckswsqwMERE1M1FsND09bfpzeTwe1cd9Pp9qpzqTH1SuYnGe2+2uZnMaRqPcU6kpp7IFGcMEWo089thj2Lp1K9avX4/vfve7+Pa3v41t27bhV7/6FbZu3VpWAPDss89i8+bNWLVqFSKRCL71rW/hG9/4Bt544w1s3rwZExMTJr6S2tM7xVZ0MRocHMSJEyeq0dSq2LVrF0dKEBER1YhZ61Q1QoeLqJOpVIUjQgHxmrdGS3Tr+f1oJar0JOLKHZ3OsjJERNTMRLHR+eefb+rzeDwe9PX1qW4zOpiFg1xIr9w4z263w+Vy5a3ltX379lo3sS41wj2VGrMGbZI+TKDVwIEDB/Dggw+iu7sbq1evzj5+9tln42tf+xpee+013H///ZrrXogMDAzg/vvvx5o1a7Bu3brs42eddRa2bt2K3/3ud7j77rsrMkKnlvRMsc29GOWOVs5kMrrqW1sdO1GIiIhqz6wSPo3Q4TIwMFDR0ZBaSa9du3YhGo3qPlc8HofT6YTH40FnZ6fqSM7cWLKUNpkxOp1lZYiIqN6UMktC7RhRbCSajV7qLPWRkRHDg1Y4yIXMoJQtz2QymJqaylvL6+DBgwgGg7VuYt3p6uqqdRMqwqxBm6QPE2hVNjk5iQceeACyLOPaa6+dtf28887D8uXL8eyzz2L//v2Gzp1Op7F9+3ZMT0/juuuum7V93rx56OrqQjwexyOPPFLya6hnSqfDsmXLat0UUzmdTnaiEBERWYBZJXz0JGusLvemv7Oz03AirViHmygpabPZEAgEEAgEDHU0pNNpJJNJJBIJ4UhOJZZ0OByq59BKlHJ0OhERNZtSZkmIjgGQl6TyeDxwu91IJBKq5yllUDrwh5jN6KAVDnIhM4gSIJFIBNdcc03d3x9UW39/f62bUBFcd7G6mECrsp/+9Kc4ceIEFi9ejIULF6ruc9lllwEAHnroIUProe3fvx/JZBLz58/HJZdconnun/zkJ5icnDTW+AbSaH9QGmEGHRERUSMwM0midMQYmUllVYlEwlBZkZ6eHtXOs56eHng8HthsNmGcrAyUkiQJ/f39sNlscLlcsNvtwjVNtKh1ZJSSKOXodCIiajalzJLQOkaJjXbv3o1EIoFkMmlKO3OpxWx6Z9Ep+zkcDsydOxd2u51rE5EhWv2Vud8BzkbTp9H6fxVcd7G6nOUcvHv3brPaYZoNGzbUugmannjiCQDABRdcINznoosuAnBmcfNXX30VK1euNHTuzs5O4ahY5dwnTpxAf38/PvKRj+hueyPxer2Ix+O1bgYREdURxj2kh5IMCYfDGBoagtfrRSgUKitJohyrjL62IqVMUrHR3sqNvxZJkhCJRFS3iR7PFQqFsqPXFVNTUwCAt99+G06n09DgI7Ub71AopPr7KJYoVWbGERHVM8ZEpFcpsyT0HFOpMmUej2fWdbowpsidEZe7ryj2EO1PpJAkKXvv4HQ6hYPE4vE4/H4/QqEQHn/88Sq3sj41akKp1HsRKk1ZCbS//uu/LrmmcKVYOWh68803cfToUQDAokWLhPt1dHRkf37xxRd1JdBOnjyZDSa0zp277cUXX9SVQDt06BDWrl1bdD+Rp59+uuRjK0X0h6Zeud3uWjeBiKiqyrkuHTp0CEuWLDF8HOMe0qsSSZJAIIDe3t6KjLQ2g94ySXpGgZbTKRYMBhEIBOD3+1W3ZzIZZDIZQ+dUu/GuRKKUiKheMCYivUSDl7U6tfUcoxVPGB0okyuRSMDv96Orqwv9/f3ZhIaawkFBxeIXPYOIqPkUJl6LVSLLTchScY2aUOK9SHWZUsJRlmVL/LO6119/PfuzqHxj4bZYLKbr3PF4PNsZoHXuefPmYe7cubPa02zUSugEg0HL3QTo9bGPfazWTSAiahq1jnfqJe4h8zXC9V7PKNBySq387Gc/K/schUQ33lzrhIiaXa1jIcZE1ldKaWs9x4gGjre1tZW9xEU8HkckEsmWkVZmkhUqjDWKxR6NWkqOSqOU+2QyrHLsdntDx+e8F6mesmagAcD73vc+/NVf/RXa2trMaE9Jjhw5goceesjy60Aps8+AM4kskfnz56seY8a5le2nT5/GxMQE0um0sNyjYsmSJZacRWZU7pRoJTOvJCiVbfUQfLtcrlkBXCQSweOPP47t27fzDyYRNYVyrkt6SyOrYdxDtSJJEnbu3FnrZpRNq8NMiceMrAFcKJFIACitXLfNZoPD4ch+tzweD/r6+nTFVmpxJmMyImpkjIlIj1JmSeg5RjT4+cSJEya2XlvhoKBisUejlpIj4wpnnamx2WxYtmwZl58pw9KlS2vdBGoQZSfQvvrVr+KLX/yiGW0py8TEBB599NFaN0PTxMRE9mfRFPDCbceOHTP13LnbZVnGxMQE2tvbdT1HPdOqWQ1Ye02RQqLRT8lkknW1iYgqjHEPVZIoCaPnJrsetLe3Z19P4esEzI3H9JbrttvtWLp0Kbq6uhCJRPI6YZVkXDF610YhImokjIlIL7XS1sUGnmiVw5YkSXiN1pNMdTqd+NznPqdrXVUthYOCisUeXV1dZT0fNY4tW7YU3UeW5YZbfqbaGrV8I1Vf2SUc3//+95vRjrJdfvnltW5CUS6XK/uz1toLuduUcotmnbtwe+5xjay3t1f18XA4XLHFZ2ul0V4PEZGVMO6hSlGSMEq5ICUJo3QwNYKJiQnh69TTkQCcmRWmRZkJoZTrLmbp0qWIxWLo7+9X3a7nvRft0yi/NyIiNYyJqFRaMY/eY8uxaNEi4XVfr2g0OivBp8Qeon62cp+TGoNWArjQpz/96Qq3prE4nc7sMj1q31GiUpWVQLPZbPD5fGa1pSyihcKtJLe0wczMjHC/6enp7M9a65mVcu7c88+ZMwetra26zl/PJElCMplU3TY0NISBgYEqt6iyWFebiKgyGPdQJYmSLVu2bGmYa7vX6xW+Tr0dCX19fZpJNKOxbTweh9/vF5bH0RMnin4/jfJ7IyIqxJiIylHqwBNJkrBx48aynz+RSJRVFs/n8wk75gOBgHAWXGFcoKyB5XQ64ff7dSUQqf4ZGWDF8rTG/OhHP+J6YFQRZSXQFi5ciPPOO8+stpTF5/NZfv2q3Jv948ePC/fL3dbZ2anr3Ln7aZ07k8lgcnJyVnsagSj40Lo4/dEf/ZHlPzdGsa42EVFlMO6hShIlWxKJBBYsWFDl1lRGV1dXWR1Wa9asQSAQQF9fn3CfkZGR7M96Oyi02jRnzpyix4tiL8ZkRNSoGBNROUoZeKLMPBMtaQGI10UzW7GycHrignJm4VF94wCr8rhcLjgcDng8Hrjdbs44o6ooK4H26quvmtSM8i1ZsgT//d//XetmaFq+fDkcDgcA4OjRo8L9cretXLlS17kvueSS7Gw1rXOPjY1lSziuWrVK17nrgVbwoXVxGh8fr2Irq4M1fomIKoNxD1WSVrJFa3CUVSmzE5Sb2mAwWPZaI/v27YMkSQgEAnC73ar7OJ1OOJ1OeDweUxZdL1bZARDHXozJiKhRMSaicpQy8ETPoBg9g170sNvt2Q75aDSaF8/o6aTXExew/HPzqvQAq0abLFFo165dSKVSGB4eRiKR4IwzqoqyEmh6Z0dVg81mw8UXX1zrZmhqbW3N1ucWlRQEgOHhYQBnLtpXXXWVrnPbbDZcffXVRc+dWx7nAx/4gK5z1wOt4KNZRv+63W6OuCAiqiDGPVRJWsmWeizfIssyBgcH4fV6EQqFdK/7oYwqtdvVb1OUmG/79u2q26emppBOpzXjYSOWLl1adB9lzROjHWxERPWKMRGVo5SBJ3pm7WjNTtPD4/EgGo0inU5nO+QDgQBisZihTno9cQHLPzevSg+wUvp9qzUjsxqUgXmMr6lWykqgkXHKF/3QoUPZmWCFlAvm2rVrce655+o+9yc/+Uk4HA6Mjo5iYmJC89xXXHGFZWqWm0Er+GiW0b/KDETW0CYiIqo/WrOq6lUmk8lWBdC75mwqlcLtt99eNE4u7JxyuVymtTuX3jiylA42IiKiZlQswaS2PEclB0Z7PB74fD6MjIwgHA6b0o9SLC5g+WeqtEYqbSvLMkKhEONrqhkm0Krs8ssvx1VXXYXJyUm8/vrrs7an02m88MILaG1txS233JK3bWRkBLfddhvWr1+PaDQ661i3243rr78esizj+eefV33+5557Dk6nE7feeqs5L8gitIIPJTirVMeKVQwODqqWsVRqA3d2djKxRkREZGGiWVWNQG9ZpXQ6rVnq0ev1ZjvWNmzYAAC4/fbbdY861xqNGwwGOYuMiIioCkQJJtHyHF1dXRVrSyKRmPV8PT09FR2czPLPzYtlOkvD941qqSYJtDfffFM1eZTrpZdewpe//OWGrGW9detWXHjhhdizZw/S6XTetieffBLj4+PYtm0bFi1alLftwIEDOHz4ME6dOoW9e/eqnvv222/HFVdcgYcffhinTp3K2/ab3/wGAwMDuOuuuxpuVIsomFKCj0AggF27dlWzSaZob2/XPe1aVOook8kgmUwikUhwcVoiohpo9riH9FMG/dQTJelUjJ61xPQYGRmZ1bGmd201n8+H888/X3Wb2+3Gjh07OIuMiKiCGBNRMaJO8v7+fgSDQdOeR1nnTDT7PxKJzEqqmdmHwvLPzYtlOktT+L6pzVQlqpSqJtCmpqbwiU98An/8x3+MK664Ap/73OeE+5599tn47//+b7z//e9vuCxza2sr+vr64HQ68ZWvfAX79+/Hc889h0gkgr179+Lee+/FihUrZh33wQ9+EBdeeCHmzZuHm266SfXcTqcT99xzD5YsWYI777wTv/zlL/H888/jX//1X/FP//RP6O3txbp16yr9EqtKkiTVjpNgMJgXfOQGKPVibGxM97Rro+ujNNr3iojIahj3kF65N4DhcLiuFv/u7+/XNVp66dKlpnR8jY2NlXxsR0eHcG20Rp79R0RUa4yJSC+t5Tl27Nhh2rpOmUwGExMTePvtt3Uf093dbWpHPcs/Nye9ExoaaQ0zM+S+b6KZqkyiUcXIVXTPPffINptNttvtss1mkx0Ohzw1NaV5zCuvvCJ3dnbK4XC4Sq2srv/6r/+Sf/KTn8j/9//+X/ngwYNF3w8j3nrrLfnxxx+XJUmS//3f/10+efKk4XOsWLFCXrFihWltqgSfzycDmPXP5/MJj3E4HKrH1OM/n88nR6NRw8c5HI4q/paIiKyjWtc2xj31pxZxTynXcCv9s9lssizLssfj0dwvGo0KY7ZK/Wtvb5cdDofs8/nkYDAo3M/j8VT1d05EVE1WuKdnTFRfavmZEcUKLpdLjkajstvtrnnso8Q1RKXQG/sXi62b7V/ud66UfmAyh3JPp9xj1dPfwnKubTZZrt6qghdeeCGuu+46fP/73wcAXHrppbqmrh45cgRXXnklfv3rXzdc6UGrW7lyJYAzZRSsyul0ziqFCQAOh0M4K8vv9yMej1e6aRXn8/kQi8UAAJ2dnUgkEiUdS0TUTKp1bWPcU39qEfeIYpL29vayZltVk1J2sru7e9Y2j8eDvr4+BAIBYcxW6bYFAgHN2E8rZiQiqndWuKdnTFRfavmZUWaWiFgpPvL5fAiFQpw5Rob19PQULUHudruFlROaidr3rJR+YCqf6O9zvZSfLefaVrUSji+//DIA4MEHH8SDDz6IO++8E7/4xS90Hbt48WJs3rwZ3/nOdyrZRKpTokBaK8BulIVZc19HX19fyccSEZG5GPeQXqIORKt0DukRDoeFa3n09fUhHA7D6XTC6XQaOq/R/UVtA7TXm2CnLBFR5TAmIiOUeMLlcqlur0R8pKyHZhTLxlGp+vv7i+5jpLxoowoGg6rlTUvpB6byicoqN0O55aol0IaGhnDZZZcBAG6//XY88MADuOiii3Qff+2112L//v2Vah7VMVEiqFiCKHd9EdHCsVZmt9uFa7w5HA54PB643W44HA643W54PB4uTktEVCWMe0ivRrjRU5JThWt5AMhbn2BqakrX+dra2gAYX99VzcDAAADt93lgYICLjxMRVQhjIjIqEAhUdRbJ+eefj1gsBofDUdLxSudx7pq2jCtIi54ZuFUsGFcTwWCwaF9sJBLJ+x4p3zElvi/EiQKVpbVGZaOrWgJtdHQUZ599dsnHn3POORgeHjaxRdQoRCOeRQkiZcppbrnDepwWnclkZgVkuR1Xw8PDSCQSSKVSSCQSGB4e5uK0VFO8oaBmwriH9GqEGz1RckprNKIy2jsYDMLn88Fut8PlcsFms+H3v/+9aW2TZRlOpxPHjh3T3IejyImIKoMxEZWimgOMEokEJEkq+TmHhoay/UzKoKFKxhW8r65/jTCArhzBYBDXXHONrr7Y3AS18h3LTS4q9xScKFB5zTzzr2oJtHQ6jdOnT5d8/DvvvNPw2XcqXeGIZ60/mo00tZQdPVQvqnlDQWQFjHtIb+dG4UCgeiRKAmqNRly6dClisRh27NiBUCiETCaDqakpyLKse6aaXul0OnuDrszIF5WGaqQ4kYjIChgTUSmqPcAoHA4Ln7O9vT2vglEhr9dramkzrRiS99WNoREG0JWjv79f93dDuZ8Q7a/cUzB5VnmlVoBrBFVLoHV2duL5558v+fif//zn6OzsNLFF1KwabWopO3qoHjRzrWRqTox7mpvRzo3cgUClrMFRSx6PR3jDqjUaUYnHJEnCxo0bDT2n3W5HNBrN68zSu17aggULkEqlhKWh4vG4aqkYjvImIioNYyIqRe4AIz1sNltZS3MMDg4iHA7DbrfPiinGxsaQSCTQ3t6uemwoFDKttFmxGJL31Y2h2Fp/jW5oaEj3d0O5n9D6jjFerw6jFeAaSdUSaB/84Afx1ltv4fvf/77hYwcHB/Gtb30LH/rQhyrQMmp0hX9IOzo6at0kUzVaQpAaUzPXSqbmxLinuWl1buTGJR6PB52dnXk3e/U2gm9kZES4Teu1eL3ebCeR0RlnmUwGBw8ezCvHrXetFOW6o5XcUzqqOMqbiKh8jImoVMoAIz0z9Nva2vCxj32s5OfKZDKIx+PIZDLCmGJsbCzv/91uN4LBIMLhMNLptOoxRkubFUuQ8b66cQQCAezatavWzagJr9er+7uh3E+I9l+0aBHj9SoyUgGukVQtgebxeLB27Vps3rwZ3/jGN3Qf9+tf/xof+tCHMDk5ic985jMVbCE1IrWOj9zOlkbQDLVmqf41c61kak6Me5qbqBNjcHAwLy5JJpNIJBJ5N3sAZs2usjKtgUmBQADBYFB127Fjx7Bly5aSn3fnzp0lHbdo0SIAxUuNhMNhjvImIjIBYyIql557xrGxMUQiEdhsNthstiq0Cvj973+PSCSCeDwu3MfowKhiCTLeVzeWZp2JFgqFhN8Np9MJm802a3aTaH/R953xOpmpagk0AOjr64PT6cTXv/51/Mmf/An6+vrw0ksvYWZmJm+/0dFR/L//9/9w7bXX4n//7/+N8fFxfOITn8A111xTzeZSAxD9wXS73XXTMVVMvY1Up+bUzLWSqXkx7mleok6MlpaWoscqscuCBQtgt9stf0NduC6NJElob2/PdmD98z//M9asWTMr7lKSh6UqdZ20ZDIJj8eDDRs2aMaCg4ODHOVNRGQSxkRUDiP3jLIsV23NvPHxceG2UkubFUuQ8b66vugtLfi+972vyi2rHbv9TCpCVA5wZmYGmUxm1uwm0f6iahiM18lUcpXt3r1bttlsst1uz/5zOp3y2WefLXs8Hrm1tTVvm81mk5cuXSqfOHGi2k0lWZZXrFghr1ixotbNKJnD4ZABzPpnt9tVH6+nf263W45Go7V+i4l0i0ajss/nkx0Oh+zz+fj5pZqp5rWNcU99MeuzEY1GVa/dNput6PVdzz5W+udwOIq+bgByW1ub7nO6XK6i70Ol3yeXyyX7fD7VbT6fr+zPCBFRtVjlnp4xUf2wymcmV+G9pNX7dEq91xXFUrnn4311fRD9LoPBYPYz7HQ6a/5ZrdU/j8ej+zOs9ZlnvE56lXNtq3oCTZZl+V/+5V/k1tZW2WazFf33p3/6p/KRI0dq0UySrRk4GSH6Q+pyuWp+sSjln91uZ4BERFSmal/bGPfUDzM/G2o3eqK4pB5iFFECLPfmVM/r0/MvGo3Kbre7pGPN7IjQ04lFRGR1VrqnZ0xUH6z0mRExK+Yo559owHa58QITZI3BCp/RSv1rbW01PfnndrtVP/PF4nHG66RXOde2qpZwVNx666148cUXsW7dOuE+Z511Fv72b/8WBw4cQGdnZxVbR41ENI19enq6yi0xR0dHB4aGhhAOh7kgJhFRnWDc05wCgQBCoRC8Xm/22t3V1VX0uMJyVlbR2tqq+nhurGVGqRSlrEsymSzp+HQ6XXYbcqmVimmWxbKJiMzGmIjMYoWShcVijt7e3pLOGwgEEIvFkEqlZpWxK6S3RCBVjuh30MglBF0uF1KplKnnTCaTeetCK+9jsTWJRaUdGa+TmWyyXKXiwAKHDx/GL3/5SwwNDeH3v/89zj77bKxcuRLXXXed8EadqmflypUAgJdeeqnGLSmdJEkIh8MYGhqC1+tFKBTCpk2bNOtV1wteFIiIjKvltY1xj7WZ+dmQJAnd3d2zHg8Gg3j88cezCSKn04lMJoOlS5ciFAohHA5rLkZfKw6HA7t3787GVIsWLYLNZsPIyEg2vjKj7T6fDwBKPo/P50NXVxcikUhZ7QDOdA7s2rWLsRYR1TWr3tMzJrIuq3xmJElCb29vNmbyeDzo6+tDIBAQxllWU8kuV9F7wH6i6hH9Dux2OzKZTA1a1DjcbjcSiQScTqdqstrhcJiexKPGVs61reYJNLI2qwROZlq7di327dtX62aYwufzIRaL1boZRER1pRGvbWQOMz8bfr9fNQnkdrtVZ1cpnR1W7RByuVy49dZb0d/fj4GBAdUOoWAwKExctbe34zvf+Q42btyIqakp4fMEg0F8//vfL3kmWe77GA6HMTg4iJaWFkxPT2dvxEs9JxFRPWLcQ0ZZ4TOjFQ9Fo9GSB+14PB68/fbbupMbTqezrE76SsYQolhT1E+kNric8U15RL8DMofb7YbNZlON39kfSkaVc22rSQlHolqRJKlhkmdAY08JJyIiqmeia7SoNKGoDInL5apYG42YmppCJBJBPB4Xjqbu7+9HMBhU3fad73wnex4tkUgEc+fO1d0ul8uVV64FADo7O9Hd3Y14PI6Ojg7s2rULmUwGw8PDiEajht9TUekYIiIiqgyta6+SBDLC7XYjGo1ieHgY6XRaGK8UKpY8czqdmttzS9EB5pZcFL0Hao8rCcl4PK5aJo9Kwz45/dxuNxwOB9xut+5jksmkcPCbFcq4UvOoaQJtfHwcO3bswCc+8Qlcfvnl8Hq9+J//83/ib/7mb/Diiy/WsmlUh/QEIo3WAdLR0cF610REdYJxT3Pxer2G9s+9Ac9d+2LXrl1mN61i4vF4NomWuw5BMBhEb2+v7pl1k5OTup8zlUpl1wg5ePAguru78260k8lkXgdRIBAwPJKcnSNEROZiTETFDA4OCrcpM6iMSCaT6O3tzcYDO3bsyK67Wg49yTilH8rsJJboPVB7vNg6UqRfbt9jsQQqnbFmzRokEgmkUils377d8Pvmdru5xhnVllwj//iP/yifddZZst1uz/6z2Wx5///Rj35U/t3vflerJpIsyytWrJBXrFhR62YUFY1GZQCz/kWj0bz9HA6H6n5W/+fxeHTvW/iaiYgoXy2ubYx76oOZnw1RbCK6pvt8Ps1ztba21jweMfJPiUdE74OZ/3w+nxwMBjX3cblc2Tb5fD7D5yciqldWu6dnTGR9VvjMuFwuzetyOfGFEg+43e6i+zqdTl0xglZ7HA6H5vOVGmfo7QeTZXFfmNI20qcacW2j/otGoyW/f/yckhnKubZVfQba73//e6xduxZf+cpXsqNLZVnOloLJ/e+TTz6JlStX4uWXX652M6nOiEbN9Pb25v2/0VFKVuBwOLIlh3JHXIimPXMEERGRdTDuaV6FpRiV0ZJ9fX2q+ytlSEQz6o3MyrICJR6pRlwSj8eFa68ppqamsqO8u7q6DJ2fJWKIiMrHmIiMmJ6eFm5T1u5SSjcbpcQmNput6L7FZq0rMUIgEIDP51Pdx+v1QpIkYRnvUme6i2JNtZk5RmarkZgoruVMtOI2btyILVu2lHQsP6dUazZZFixiUAGyLOMTn/gEfvazn2WDI4fDgcsuuwyLFy/G/Pnz8e677+I///M/8d5772WPO//88/Hyyy/j3HPPrVZT6f9nhcVj9XA6ncLF5nMDCK2FaK1KtDCm6DU7HI6yFrklImp01bq2Me6pP9X6bIgWce/p6VFNBHk8HmH9f6tS4hGtGK0WnE6nrjjJbrdj6dKl2d8NEVG9ssI9PWOi+mKFz4zf70c8Hp/1uNvtzouJRPsV43K5iq7LWozH48Hw8HD2/0VxXDAYRH9/v7Cdoj4fM4n6wlgKzxitfrjdu3ejt7dXmCglbTabDXa7XfX9DQaD2LFjRw1aRY2krGtbGTPfDPvWt74l22w22WazyStWrJD37NkjHz9+XHXf//iP/5Bvvvlm2eFwyHa7XV63bl01m0r/PytM3ddDqxSPx+ORfT6f7HA4siV+9EzVt8o/UUlG0WtmmSEiIm3VurYx7qk/tYx7Gq0kjBKPGC2XaKV/LItNRI3ACvf0jInqixU+M3rLE9YyfrLZbNlykrKs3UejtZxIteKNaDSa1zfGOMc4Pf1wxcqK89/sf0q/rWg7+znJDOVc26qWQEulUvJ5550nO51O+f7779d93DPPPCOff/75st1ul3/1q19VsIWkxgqBkx5GgyYja4rV4l9hIGbkNTMIIiLSVo1rG+Oe+lTLuKeeE01a8YgoXim2pogV/vFmnYgaQa3v6RkT1Z9af2YUhQmfYDComgCKRqOaa6ZVK+7RWmdMFOc5nU7VpCATXdYkimvdbnfJa+3yX/F/XAONzFAXa6AdOHAA7777Lr773e8aqnn6oQ99CE8//TT+x//4H3jooYcq2EKqZ4FAAB6PR/f+Vi6DtGbNGixbtgxDQ0MIh8PZtU8KGal3TURE1cW4h4wqdf0LK3C73cJ4RBSvyBpV5PWsSVKMGWtR1PPvhIjIKhgTUakCgQBisRhSqRRCoRAikQji8TjS6TTi8Xh2bVMAZZdjLFdvb6/mOmOi9VRTqVTe61BKLYpeJ9WWEtcW9j8mk8ns72lwcLBGrbMGu1071VB43+B2u4uek2ugUa1VLYH2+uuvY8mSJbj99tsNH7ts2TJ84QtfwIEDByrQMmoUfX19tW6CKfbt26cZLEmSBL/fD6fTiXA4jFAohFQqhVgsxuQZEZFFMO4ho+r5xnD79u3ZDi61eCS3A0zZrvV6tZJrCo/Ho3nDLcsyotEoXC6X/hdSoNjvJDcm8/v97NwiIlLBmIhKUXiN7e3tVd2vu7vbEuvcJ5NJTExMqG5T1lPVikvC4XDef0XbqfYCgQAWLFigui0cDhdNIDW6TCajub3wvmF0dLToOUUJaKJqqdq3+sSJE7jyyitLPv6jH/1o3uKcRIVEI0HUtLW1VaFF5lFmonk8Ho5GIiKqA4x7yKh6vDF0uVwlz34v5/U6HA4MDw8jkUjA5/Op7qMkv973vveV/DxabeQIcSIifRgTkVFq19hkMlnrZhWlVDpyu93CWfmpVEr1WGXWu2j2u5FZ8RzgU3mi38fg4KDwd0xAMBhEIBDI+4xqVY1gpS2yiqol0M455xycOHGi5OMXLlxoSikWamxaI0FyjY+PV6E15hkcHER3d7cwaORoJCIia2HcQ0YFAgEEg8GyZkxViuizuGvXrpJvaNVKO+ot3Zg7M6yrq0t1n46ODnR3d5dUttvj8RS9WecIcSIifRgTkVH1fi1duHChcFa+VplHPduL4QCf6hD9PorNvmpmwWAQ11xzzayJAaLyq9FolJW2yDKqlkBbvnw5YrFYyccPDQ3hkksuEW7PZDI4cuRIyeenxqE1Msfn8xlaK80qWlpaNLdrvWaOPiIiqj7GPWSUJEmIRCI1X8NDjTKSVjSiupBa7KH2WGFpx2XLlulqT+7MsP7+ftV9nn32WYOv8g8mJyeL3qybMUKciKgZMCYio+r9WqrVftHsduXxYtuL4QCf6qjHyhG15PF4cM0112hODHC5XLruM4hqoWoJtFWrViGVSmH//v0lHf+9730P/+f//B/h9sOHD+Oiiy4qtXnUQEQjQXw+H2KxGEZGRqrcovJNT09rbhe9Zo4+IiKqDcY9ZFQ9dGzYbDZ4vV4MDQ1ly0sXEsUeeuIRUWdEe3t79oY6GAwiHA5nE3EDAwOqx5STiBwfHy8aK5U7QpyIqFkwJiKjtK6lLperpmtMeTweBINBYQlpQLv9ajPwC8s8am0vhgN8qsPIEjIE9PX1Fb3XSaVSwpmbRDUnV9EPf/hDecmSJfKJEycMHffggw/KHo9H87hnnnlGttvt5TaRCqxYsUJesWJFrZthSDQalQHM+heNRmVZlmWfz6e63ar/3G530TYrr62Q6Difz1fNXwkRkaVU69rGuKf+1DLusdlsNY85Svnn8Xhkh8Mh+3w+ORqNGoqzPB7PrPchGAwKYx1RjFeJf8ViJVFb3G63MC4jIqoFK9zTMyaqL7X+zOi53rtcrrKu8w6Ho6Rj9LSzlnEA+4Cqq976F2vxz2azyT6fr+i9jtvtrvWvkxpcOde2qg7b+Ou//mtceeWV+PCHP6xrEdh0Oo1t27Zh27Zt+PnPf46zzjpLdb9Tp07hBz/4gdnNpTpVOGLH7XbD4/Fgw4YN8Pv9wrUyrGp0dFQ4IrvYGh0cfUREVDuMe8iIOXPm1LoJJUkkEnmzygYHBw0dWzjTS1SSMRwOV3WWXrFYSTTyOJlMcrY/EVEBxkRkRG6fjogZJa+V57Db7XC5XEXXYi2cWaZntli1l9QotwQk/YGe3x371oqTZRnxeByyLGvul0wmGT+TdZmaytPw4IMPyhdddJHs8Xhkm80m2+123f/07K/sQ+aq9cijcolGMQeDQdnj8dR8JIaef8pIZtHr0MLRR0REs1Xj2sa4pz7VMu6x2+01jzlq8a8wJhGNCHc4HCWNFs99HlFcWE6sxFiLiKyu1vf0jInqT60/M7nKufYX+2e32+X29nbdM+mNzizTmqGmPFfuc5ulkuduFnpnFzbTDLQ1a9ZU/DkYP1Ml1cUMNLvdjsOHD+Ptt9+GzWaDLMu6/+nZn6iQJEmIRCKq2/r7+7FgwYIqt6g0NptNOOI6EolojtDg6CMiotpg3ENGLV26VPXx1tbWKrekugpH7orWDeno6Ch5fTGHw4FYLIYdO3bMGim+Zs0a1WP0xkqc7U/lqvbsBKJqY0xEInr+/lVybdFMJoOxsbG8mfRaFYsOHjw46zGt1yDqx9myZUtF16oPBAKIxWJcT6oMot9d4ePN1Le2b98+U87jcrmE2xg/k1U5q/VE7e3tAABZltHa2opzzjnHtHNPTU1hdHTUtPNRY9Aq81NPf5RHRkYwMjIi3B4Oh4UBkfJ4OBzG0NAQvF4vQqEQAygiogpj3DNbPB7Hww8/jPHxcTgcDgDAhz/8YVx//fXZ/y/V4cOHIUkSEokE5syZg3Q6jauuugo33nij5k2alYRCIXR3d896fHJysgatqZ50Og2/35+NT0TvQyKRQCKRKOk5Ojo6IElSXjy0e/fubDxUuM1IrOT1ehGPx1UfJypGkqS8z7vSiQqA8To1DMZEpEbv3z9RXFAp/f398Hg8qjFHJBLBNddckxc/iF6D8v9qRPHMli1b2HdjEXoHSAUCAWzZsqXkGLUZpVIp+Hw+xs9UX0qat1aCffv2yTabTf7oRz8qp9Np08//9a9/ndP2K8BKU/eN0prqX+6Cs9X85/P5NKeFFy5kS0RE2qpxbWPck+/RRx+VP/rRj8ovvPBC9rH33ntP3rx5s/w3f/M38tTUVMnnfuaZZ+SPfvSj8r/9279lHztx4oS8bds2+bbbbpOPHTum+1y1jnsKS+60t7fXPA6p5j+lLI7b7a7q8+n9fajtr7fED5EalgClaqj1tY0xUb5YLCZ//etfl3t6euQvfOEL8he+8AX50UcflVOpVNnnfvPNN+X77rtPvuOOO+QvfvGL8qZNm+SHHnpIPn36tKHzVOMzY+TvXzQarVofjp6S0cXKPTqdzqrFKlQZRj6flSwz2oj/lO8PP+9UbXVRwlEZdXTTTTfBbjf/aa+//nrTz0n1bdGiRcJtZiw4Wy2hUEhzWjhHaBARWQ/jnj84cOAAHnzwQXR3d2P16tXZx88++2x87Wtfw2uvvYb777+/pDJMAwMDuP/++7FmzRqsW7cu+/hZZ52FrVu34ne/+x3uvvtuTE9Pm/JaKq2w5M7Y2Fitm6SptbUVbrfb0DFaMwK3bNkCACXNJmhvb0c0GkVbW5vuY3p7e4XblFHlxcorBQKBWWUho9EoR4yTLiwBSs2AMdEfPPbYY9i6dSvWr1+P7373u/j2t7+Nbdu24Ve/+hW2bt1aVrzy7LPPYvPmzVi1ahUikQi+9a1v4Rvf+AbeeOMNbN68GRMTEya+kvIZ+fsXCASwa9euSjcJwJn+lWJ9LEpMIJphlkqlNI83EjspsRFVl6gPbmJiApIk5ZXutNlsVW5dfVNmVjJ+pnpS9QTa+973voqc/33vex/rX1Oeer+IOZ3O7AUkEAggGAyq7tdMNZeJiOoF454zJicn8cADD0CWZVx77bWztp933nlYvnw5nn32Wezfv9/QudPpNLZv347p6Wlcd911s7bPmzcPXV1diMfjeOSRR0p+DSQ2OTmJZDJpaJ22Xbt2CUt2JhIJSJJU0uCgsbExbNq0CePj47qPSSaTwm16174AuNYIlU70WecAOWokjInO4ICifKK/c06nU3UtMFGHuyzLCAaD2QE6Lpcr+5krRVdXV0X7WKLRKLZv3657f5YGtJZEIoHu7u68QVbFEqbNzuVyqSbJGD9TPalaAu2CCy5AJpNR7eAww0UXXYRMJlORc1N90lo3rB7Ispx3AVFb+J4jNIiIrIlxzxk//elPceLECSxevBgLFy5U3eeyyy4DADz00ENIp9O6z71//34kk0nMnz8fl1xyiea5f/KTn1h6LTHRAvTldABVk+i9DQaDqnGLVpWAcDhccseVkeRZMZwZRNUg+qxzgBw1EsZEHFCkRvR3bmpqSnXGN6De4S5JEiKRSLbK0NTUVFkz+CORCA4ePCgcwFwOn8+XHSBd2LdTLaKYk/KJBlI1M4/HA5/PZ3gm8a5du5gko7pXtQRauX7/+99j9+7dtW4G1ZF6H7mp1rnEERpERFRPnnjiCQBnOs9ELrroIgBnZgO9+uqrhs/d2dkpnNGknPvEiRPo7+/XfW6z6OmkEJUKtNvtli/hmEu5qbbZbHC5XLDb7ejv70coFJrV0aU182toaCivY6nSFQVEHUecGUTVwBJGRM2BA4pmU/7+iUo7601gVCLREYlEcM011+TNbDNDbtKwsG9HVNbRaKlsLaKY0+FwMJlWgAOmZlNmQ3Z0dOg+pr29HeFwmAlbqntVTaDde++9Jddd/u1vf4vPfOYzJreIGlm9j9ys9xKURERUukYYOPTmm2/i6NGjALTXJc29CXvxxRd1nfvkyZPZG1utc+du03tus+hdQ0vU8VMP5ahyjYyMIBQKQZZlTE1NIZPJqL7mYh1d6XQaNpsNn/70pzEwMIA5c+ZUtN1KewqTnV1dXar713t8SdbDAXJE2hohJmr2AUUigUBAWP5OTwJDkiThOmTl6u3tzZvZVgq32617cISorKORco/FiGIwUczW6LQGunHAlLp4PK45EK7Q2NhY0XuhQpwlSVbkrOaT3XPPPfjzP/9z/Omf/qnhY3/zm99UoEXUyJTgJBwOY2hoyNAoLiuo9xKURETN7t5778UXv/hFLFiwwPCxysChDRs2VKBl1fH6669nfxaNti7cFovFdJ07Ho9nyzVpnXvevHmYO3cuTp8+ndceLYcOHcLatWt17avm6aefBqC9hlZuB0qjjHDt6OjAxo0bVbflvma9r1fpUCun40qPgYGBbLJTEY/HEY/HEQwG0d/fj6GhIXi93uyi50RE1VbOdenQoUNYsmSJia0xrpljolIHFK1cubLouUsdUPSRj3yk6LnNioeK8Xq9qkmwRYsWwe/3C6/BhddusxlJEhTy+XyGYgZJkhAOh2Gz2TBnzhzMzMxg6dKlJcUdyrnU3jc9MVhhnNqo1GI/5f8DgQBCoVBFP1/NTOszVuz3QlSreKiqM9BkWS5ptMvhw4fxd3/3d+Y3iBpe7ojOataVNoORadFERGQ999xzT8nJkUYYOKR0FgFnElki8+fPVz3GjHPnbp+YmKjqYBq9a2g1ygjXRCIhTHblvuZqvl6ns/hYwTlz5giTnf39/ZwZRERkgmaOiaw0oKiwPVYgmtmdTCY1Z640yhpVuRULcmfxl5o806p+oCcGa5SBXcVoDXQD/lBi1MwSmnSG1mes2O+FqFaqOgMNAH74wx/ib/7mb3QvOvjzn/8cGzduxHvvvceSdlSWehtBkkgkIEkSO2uIiOqUMnDI6Mz7Rhk4lFu2WyuRkbvt2LFjpp47d7ssy5iYmEB7e7vm/kuWLNE9alqLaER1Op2G3+/PdozUW3wCnClJtHDhQgwNDaGjowOjo6PCEkxAfodNNV+v0qmoZWZmRneyk4ioVsq5LumZyVRpzRwTWWlA0enTp7MDikTlHhVmxUPFFFYO8nq9mJiYyK63lKuUGe2l8ng8qm3Qw8isGb0VC/Qodi49MVijDOwqRiv2U2bxDQwMVLlV9cPj8WDBggV5Mx2B/O/xsWPHVGdyan3GGJNTMbWKh6o6Aw0A3njjDXz3u98tut/k5CRuu+02fOxjH9MdPBBpCQQCeYvA6k3i1hJHWRAR1bcf/vCHujrxFT//+c9x5ZVXYnh4uIKtqo7cRde13oPcbcroaLPOXbjdzIXgi9FaK0vpWOns7AQARKNR+Hy+uhksNjo6ilgsht27dyORSGgmz4D890IZ0VuNygAtLS1F91m6dKnwRr5ZOpGIiKqhWWMiqw4ospLCtSBFy1lUY0a7y+VCNBpFX19f2efauHFj0XWczEwYFDuX0iempVnWehV9fhYtWpQ3I7De1iSulr6+vllVGgq/x6L1+44dOyb8XjAmJ6uqSQZh69ateOWVV4Tbn3nmGVx22WXYtWsX/2CRaSRJylsE1kjwXiscZUFEVN+aeeBQW1tb9ueZmRnhftPT09mftcoPlXLu3PPPmTMHra2tus5vBj2JokQikR0JHIvFkMlk6iKZptzEFhvo43Q64Xa7sWHDhrybZOUGOxqNVrSduZ8tkVAoJOwsapZOJCKiamjWmKjZBxSVQtRZ3tHRAb/fD6fTKUwyOp3OsmKoVCplWhWgqampWaUUJUnKvga/3y9cu06pWCBKvKnRk3wQLaujJA6bpQKSKMazcvxtFR6PJ/s5Kfw8535ec++FHA4HPB4PgDPlWUWlWRmTk1VVPYEmyzJOnz6N9evXz5rKOT09jS9/+cv4X//rf+Hw4cOQZRlutxv//M//jK1bt1a7qdRg6nE2l9ZCwEREVB+adeCQcpMEAMePHxful7tNmZFVTO5+WufOZDKYnJyc1Z5qURJFxcok5cYoyjHLli2rdPNKNjExAUmSig70SaVSs26Se3p6sjfa4XAYwWCwYutLLFu2bNaNu9vthsPhgM/ny3YUFd7g524zg1bnAhFRM2nGmKjZBxSVQtRZnkgksut7Kf2JuZWF2tvb8aMf/QiZTKbkme4LFiyAJEnYuHGj7mP0xpi9vb2z1ihTK3GnUEswaNGTfBDFbmYmDuuBKPYTzX5sRqJkojI7s9iae0D+7NIFCxaonq/wPqiSMTlRqaqeQPv5z3+ORCKBP/7jP8af//mfZ6eOv/zyy1ixYgW+9a1vIZPJQJZl3HLLLYjH4/jsZz+LL33pS9iwYUO1m0sNxMqzuUQda1qjX9gZQ0Rkfc08cGj58uXZ65vWCPLcbXrrkl9yySXZziWtc4+NjWVHXK9atUrXuSuhWNkRtRhlcHCwUs0pmzJzrqOjw/CxkUgk70Y7Eong7bffhtvthsfjyRuhWi5lnTnlxn14eBjbt2+H1+vF4OAgNm7cCLvdDr/fDwCzStGYQU/nAhFRM2jWmIgDioxT60QXDbbJnVk3NjaWvcZ2dXWV9NzKOZTKRcUEg0Hd5R61kmVa9A4G15N8YIm8PygsORgIBEqKbRuVMoDB6XTCbrdnP08A4Pf7hevpdXd3q/ZR6i1XqvZ7Iaq1qibQMpkMPvKRj+D888/Hk08+ibPOOgvr16/HPffcg6uvvhqDg4OQZRnnnHMOfvzjH2P37t34oz/6IwDAOeecgx/+8IfVbC41mHoMCJTRL4XJsp6eHnbGEBHVgWYeONTa2orLL78cgHaHgbK2id1ux1VXXaXr3DabDVdffXXRc+cu/v6BD3xA17kroVjZkcIZ55Ik1UWpabNmBsiyjGQyiUQigd27d2N4eBjBYLDoei4iotGqucmsTCaDqakpyLJc0ThK1OlVj5URiIjK0awxEQcUlaawE310dFT3sb29vYhEIrMeX7NmjZlNBHCmJGJh4srsEpnxeFx3jFIs+dDsJfKKDURvhFmvZkulUshkMtnPiBJLa1GLrZm8pXpWkzXQAGDevHl48skn8c477+Dee+/FzMwMZFnG9ddfj1gshk984hO1aho1KCsHBFoXErWRy2rBIMDOGCIiK+HAIWRv2g8dOiRMCCmjDteuXYtzzz1X97k/+clPwuFwYHR0NNsJJzr3FVdcUXIpHzMoHSui0dPJZDLvBrNeruejo6N5HUZmCIfD2XVrU6mU4eOV2fuF664p5y723GbTO9qWiKiRNXNMxAFF5jDSyS56L/bt2wePx5NX+rJcatfzc845R3Xfcmb/mTXQp5lL5ImqAuSWFy91lmAzCIfD6O3tNXyMotmTt1TfapZAA87UJ/63f/s3LFq0CE6nEzt37sTjjz+u2nmSTCZx8cUX16CV1ChyAwUrLQzqdrs1LyRGOnPYGUNEZE3NOnDo8ssvx1VXXYXJyUm8/vrrs7an02m88MILaG1txS233JK3bWRkBLfddhvWr1+fLReSy+124/rrr4csy3j++edVn/+5556D0+nErbfeas4LKkMgEEAikRB2nuRe7+vlep7JZHDLLbdgYmIi29FZrqGhIcM357mUGWVqM/QHBgaKPrfZONqWiChfM8ZEHFBUPrM62ROJBMbHx005F6A+6FlJwiilqZUkld5SjyJmDfRp1hJ5ovcvt7w4iQ0MDBhOMObG1s2cvKX6V9MEGgBccMEF+MUvfoHW1lbNxRp/97vf4a233qpiy6gRBQIBhEIhS03L3r59OwDkjUpvb2+H2+3Ghg0bik6NzsXOGCIi62rWgUNbt27FhRdeiD179sy6MX3yyScxPj6Obdu2zSpjeODAARw+fBinTp3C3r17Vc99++2344orrsDDDz+MU6dO5W37zW9+g4GBAdx1112Wuj6K4t3cG0wrtVeLLMuQZVl3Z1Rra2vRfTo6Okwf/dvb2wtJkorGf5V43znalohotmaLiTigqDS55fbC4TCCwaDlEoATExPCtaAWLFiQl6QSJRByHxNVKwDOxIpqJQiLlSVU6N2vUdXLADWrmjNnjuFjCmPrZk3eUv2reQINAC677DI89thjuO+++7Bnzx7Vffr7+6vcKmpUViqLFAwGAZyZjp/bWTQ2NoZkMml4BAw7Y4iIrK0ZBw61trair68PTqcTX/nKV7B//34899xziEQi2Lt3L+69916sWLFi1nEf/OAHceGFF2LevHm46aabVM/tdDpxzz33YMmSJbjzzjvxy1/+Es8//zz+9V//Ff/0T/+E3t5erFu3rtIvUUito0LPjKRGu563t7cDACYnJ4vum1tmyizJZFLYuZWrEu87R9sSEalrtpiIA4qMES1lEQqFLJFEU9Zp1Ypb1BI2xRIICxcuFFYr6OjoUC1BqPZYYXJMT/nCRk+q1dPn34qmp6eF25S+zUKNdk9DzcsmlzkV52Mf+5jqCJpSvPPOO0ilUvjTP/3TvMenp6fxyiuvIJVKcUptlSmL17700ks1bol5nE6npT5Hbre7pJHWwWAQ/f39GBoagtfrRSgUYmcMEZEOVri29ff34yMf+Qi+973v4VOf+tSs7d/+9rfxpS99yVLXKzO88cYbiMVimJ6exuLFi7Fq1aqSRjOqOXLkCF599VVMTk6io6MDq1ev1jXjKZeZnw2lo6JQMBhUXcu0MKly9tlnY2xsrOx2WJnT6SxpnTOzeTwe9PX1MY4iooZkhbhHSzPFRGNjY9i+fTump6fxF3/xF5g/fz5eeeUVPPfcc/jCF76A1atXzzpmZGQE27ZtwzvvvIO//Mu/nDVDTfH73/8e3/72t3H48GHccMMNaGtrw+DgIJ566il85jOfwdq1a3W30wqfGb/fr1qNx+fzIRQK6RoYU0kej6fooB+lreFwWNhvI4oX1RjpO/L5fIjFYtn/F72fahp1oI+R95pmc7lcmJqamvW4x+PB8PAwJEnS/KwT1Vo517ayE2h//ud/jqeffjq7plQ5p7PZbJBlWXV9KuXxRgia6okVAiezGQkcrMbhcPBCRERUpnKubRw41NjMjHuKdfwUu8G02+2WKjndyAo7mYphBwER1ZNK3dMzJipdMw0oKpVo4LPD4UAqlUJ7e7upa5kZ4Xa7MTo6WvQzqWfQlMfjUU2K2e12dHR0YHR0NBtrbNiwQff3QHmfFEYGkhuNi+qJEsPVa59gLSl99oUaNeFKjaeca5uz3CdXSrLIsoyzzjoL7e3tqgmwckxPT2tO6ScywgqjlUrRyEEMEVG9OH36NA4fPmzqwKGDBw/O2iYaUET1Q7TOwtDQUHYdDBE963WReYysiVE4elkpgQSAnQdE1FQYE5Xu0ksvxaWXXlqRcy9evBiLFy+uyLmryev1qiY5vF4vJEmqWfIMQDappZWEUSoGqQmHw9mYQTSjLJPJIJlM5iUnjCR+CssVFmtvrkZeK0yJwTlQLZ+eGZXLli3TNQiQqBGVnUA7++yzYbPZ8Pd///fYunUr7PbKLKt2zz334N57763Iuam5KH/cP/3pT1uibJBerB1MRFR7HDhEeml1/BRjpfVam4GRNTFEv5vczjAiombAmIgqSTTwWenAVyOaIWO2jo6OogOz+/v7MTg4qLrNSIIqN74wMhi8sP/IyLGNvFaYMgONybN8o6OjRfdRkmXNHu+yEkVzMm0GWjAYrFjyDAD+4i/+ggk0Mk0gEMCWLVsqslB9JQSDQf5BJiKyAA4cIr20On6KaeSRv1ZkZJCS1sxCIqJmwpiIKil31lVuRzUA4UyqaiVFEokEent7NRN2g4ODyGQyqttyE1TFZv7kxhd6+7HUSuoFAgEcPHgQO3fuxNTUFFwuFz70oQ9h3759s45v1MHbXANNTJlcIFqf2O12s08SrETRzMqOcNra2iDLMhYsWGBGe4TOOeccjhAgU1l5JJvNZoPD4YDP50M0GsWOHTtq3SQiIkJ1Bw5RfQsEAohGo/D5fHnX9EAgAEmS4Pf74XQ64ff7IUlS3rGNPPJXpF7Kc4l+N834OyOi5saYiCotEAggFoshlUpll7MoNQHidJY9fyBPMpnU7KNsaWkRbstNUPX19Wk+T2F8UWx/n8+n2pEvSRIikQimpqYAAFNTU9i3bx+CwaBqrNpoJEnCxo0ba90MyxNV6dIzQ60ZaFWioMZW9hXkrrvuwl133WVGWzRdeOGFwtEbRKXo6Oiw7Aw0WZbrqrwkEVGz4MAhMkKtzInWyEXgzA3YwMBA1dpoFbIsw+1249SpUxgbG6vqcxspv1jOzEIiokbCmIiqrVgndVtbm3BttHQ6XYkmCU1PT6s+rgwY8vv92Zl1wWAQjz/+uOp6aBMTE3A6nXkz8LSI9hG9d/39/dnkZKMyMvNM6zPUzDhQ7AxWomhelRsmRGRxVg7CXS5XWccXG9lORESlueuuu5DJZCo+W4YDhxqXqANjy5Yt6O7uRjwet3SMolcpsUwymcTY2Fh2VkO1GLnp1ZpZSETUTBgTUbVpXa+j0ShaW1uF25ctW4ZoNFp2X4tebrdb9fHzzz8/G++l02nE43FEIhFs3749L75Qjk8kEtn9uru70dvbq3pel8ulGY80c8e/ntlBSjz33e9+t+pxaD3gQLEzWImieTGBRg1PlEyy8hTkW2+9teRjldE1uQFZd3c3k2hEREQWIOqosOqs+GJ8Ph+CwWC2Q8rlciEYDGrOpHc6ncKOJQAVmYGm1WHmdDoNDToqLCnF5BkREVHlLVq0SPVxZX0mrWU64vE4Nm7cKJwZZjbRYKhTp06pPq7Mhlfii4ULF6rupzZLDThTek8rHmnmjv/BwUHN7cFgMK9EaLUrIViZx+PhQLEcokQiE4yNjwk0amhaySQrBgpKp1M5a56xJi8REZF1WTH+KEcoFMKOHTtw+vRpyLKM06dPY8eOHZqv80c/+hESiURF18wplEqlEI1GVbdNTU1x0BEREZHFiWY7Ko8Xi7GmpqaqNst/dHR01oz1YDAoTM4UDrAyOjOs2Gtv5o5/rfXoACASiUCSJGzevLlKLbKGtra2omsDLliwgMmzHKxE0bzKumt9/vnnzWqHKazWHqo9rWSSlQIFt9ud1+lUjmaemk9EVElWizOs1h7SRxR/aM3IsiKXywWbzYZwODwr4SRJEiYmJlSPCwaD2ZtMUYdGsZv5UqTTaWzcuBE2m63o+TnoiIhIm9ViEKu1hypDNMNsZGQEkiTh2LFj1W2QBq/XO2vG+s9+9jPN/YE/VFASrdnm8XhUHy/Wv9XMHf96Zh0248yz888/Hz/60Y8092E/4mysRNGcykqgrVu3zqx2mMJq7aHa00omKQFEW1tblVs12/bt2007VzNPzSciqiSrxRlWaw/pI+rAMDMWqAZlFHfhrC1l9n9hSUq3252dATZ37lzYbDZMTU2pnjudThtap6StrQ12u73o/kqbtcpLAuwsICIqxmoxiNXaQ5Uh6tPo6OhAd3e3sLxhLagltLTKdYdCobwKSiJ9fX0lJ8KateN/2bJltW6CJQ0MDGTvS0QxNPsRic4oK4F24sQJDA8Pm9WWsrz11ls4efJkrZtBFlMsmRQIBDA2NlbVEkKF1qxZY2rg0sxT84mIKolxD5lFrQOjMLFWbzPSlFlbotlbCxcuxMGDBxGJRISJM8WyZcsQCASKJrqAM8mzsbExpNPpbBlJ5X0sFTsLiIi0MSaiWhD1aRgty+h0OhGNRisy493tdiMYDCIcDhteX1VrBnxuoqwwjgQAv99v6PnMpMyaq+Tzl/Mc7AtTN2fOHABnPnu7du1S3YfvHdEZZWcNBgYGzGhH2ZSLBlEuvcmkTCZTjeao2rdvn6kBRjNPzSciqjTGPVRJuR0ionU+rEqZtaU1+3/nzp26zqXEaXoSWePj45AkCZIkwePxwGazobu7G//1X/+ls+WzdXV1lXwsEVGzYExE1Sbq6xgdHTV0HmWAznnnnWd6G5PJJCKRCOLx+Kz1VUWDo5THtWbADw0NCctmK7PWCp+v3MSWnuO1nt8s1XiOZjQzM5P9mf2IRNrKTqC9+uqrJjSjfK+88kqtm0AWVC8XAaNrbRQLZJp1aj4RUaUx7qFqkCRJs8yPFSnJLq3Z/8VmnillHgOBAHp6enQnwbZs2TKrdJOe2Wsi/f39JR9LRNQsGBNRLaj1dZQyc/zTn/60cE21Sti4caPw+Ww2GyRJQkdHh/D43MRRT09Ptj9o48aNqvsrsVFh0in3WK2kmt6klagvy8z1ZMt9Dq5tq27p0qV5/89+RCIxm2x0rnMOu92OefPmYd26dTVdR2p8fBxPPfUUTp8+LVxos5m8++67OPfcc4Xbx8fH8T/+x//QNV195cqVAICXXnrJtPZZUa1HeTscDt0dPUogU8jj8WBkZARerxehUIgXOyIigVKvbYx7Gp9V4h6/36+5/oUVKYmvtWvXYt++farbN27cqJlE8/l8iMVi6OnpQSQSqWRzNRmJy9RIkoRwOIyhoSHGZURUc5W4tjEmamxWiYf0qnXcYJa2tjaMj49X/XnVBpmLYlElVlM4nU7V7165sVSucp9DdHyzCwaD2LFjR62bQaTJzPuqcq5tZRf8PX36NH72s5+Ve5qyybJc8ySIERMTE3j44Yfx/7V37/FRlnf+/9+TGUggQEIUC04Au4IGZmrloPVYtKvY9CuySw+WSUorUtGgtuhW2lilVncWWEVXGmrblbraGbWr9LC60oWqFCwqKMVmIEgFMUEQIYHIKclk7t8f/GY6IXNPZpI5z+v5ePBgMvc9933NIbk/c32u63Nt2bJF/fv3V3t7u8455xxVVVVp2LBhvT7ugQMHVF1drcmTJ+uKK67Q2LFjNXDgQB07dkyNjY3auHGj3nvvPS1atEhDhgxJ4DPKbjabLWEX996IZ8SU2eiZ4Ej14MggSXTWAECCEfcgFaKV8EmHaHGSw+EIfZGZN29exORZcL3X4BpoZoLP++c//3liGt5LfVkD7dSBTsRlAHIVMREyRa7MHE9H8kw62cd0aowSrSR3uIqKioiJtkSuJ9vbcwQ73kmeRbZ8+XJdeumlxKfIWJn0varPJRwNw8iIf9mkqalJN998s9ra2vTII4/okUce0bJly3T66adr7ty5faol7vf7ZRiGNm7cqH//93/XTTfdpOrqat100026//77tX//fj3wwAMkz06RzjXQpPgW5oy1U41p6gCQeOmOd7Ix7kH8EtnpkAhmyTOPx9OlxIvZGmfr1q2TJNXV1emqq64yPU/weadzUJPUtwXTU1HKCAAyQbpjIWIiBGXawKNsE+n1i1aSO5xZzNSXWCrWY0U7R3gJSpjrKT7t6zp6QF9k0veqPs1Ae+WVVxLVjrzR2tqqu+++W4MGDdKtt96qgoKTOUyr1arq6mr99a9/1cKFC/Xoo49GrX8czeDBgzVhwgRt3rxZR48eVWlpqc4++2xVVlbqsssuY3RWBOPGjUvbhbWmpiauzLnZ6JtTEUQCQGIR9yBVamtrI5ZrzjSvvfZal5IaZuUZw++Ptt7I1q1b5XQ6ezyv1WpNymjisrIyLVu2rE8jGmMdsQ0A2YyYCOkUXtJr+PDh9HFJKiws7HGtWTORkmVmseipSatgzJTM0tW9OQcDl2ITLT7NpNk/yE+Z9L2qTwm0KVOmJKodeePnP/+5PvzwQ910002h5Fm4a665Rv/2b/+mhx9+WEuWLOnVOQYOHKh77rmnr03NK1OmTElbAi3ecgOxdqr1NgELAIiMuAfJEqm2u8fjkdvt1rZt29I+U95MeDnGaHFUYWFh6Ha0LzyGYcQUjyWrFE9zc3Ofj5GKUkYAkG7EREiXUzv19+zZ0+NjbDabCgsLdfTo0WQ2LWEKCwvl9/vjindWrFihb3zjG6Yxo91uN32tIs3kiidp5XK5kp5QieccXq/XNJ60Wq168skns2KgWipEi0+jzf4hgZb7MmFN50z6XtXnEo6I3YcffhhaF+K8886LuE/w/s2bN+udd95JWdvyXTprZsebOXe5XPJ4PHI4HLJarbLb7RH3a2pqYno1AAAZLrzETGdnZ2h054IFC9TQ0KB+/fqlu4l9dvnll4fKv2T6KPG+jlhORSkjAADyVW+u0zfddFPWJM+kk6Ws/X6/HA5HTPt7PB5J5kuTOBwOlZaWRtxWXl5u2inucrlUX18vv9/fpWR3Jjs1wXqqiooKuVwuDR06NIWtylzR4tNMmv2D1DL7fprqPuZM+l5FAi2FVq1apc7OTlksFo0aNSriPqeffroGDx4sSXrxxRdT2by8ls4LQG8y5+GBTFNTk2kSjWnrAABkNrNrdVNTkzo7O3tdjicTBJNla9asCX0BS/f6Zj3pa0x46kAnh8Mhj8eTFZ1OAABkuliv08FrcE1NjR577LGktSd8ln2iBPuI4pnpGa3vp7a21vR1i1ZaOxv11AcW7HgvLi5ORXMyUkFBQZf4NLjOWUFBgYqKimS1WuV0Ok2rWlFVIfdlytpjmfS9qk8lHBGfTZs2SZJKSko0YMAA0/1GjBihTz75RG+//bYMw+jVSN3W1latXLlSTU1NOnDggD766COdccYZ+vznP69rr702rov8jh07dPXVV8fdhqDVq1f3+rGpEuu6YskQLSiKdcrsvn37Ij6ekSEAclVfrks7duzQ2LFjE9gaoPdy+VptGEa6mxC3RHQKpKKUEaLLhLIzAIDEi6XvxuFwqL6+XvPmzetSbjoZbrzxRv3ud7+LqZRkrKZMmSKv1xtz2++66y7TPiGLxSKXyyW32x3xdbPZbPJ6vTlzjYwWV4cPPM+1xGGsysvL1djYGPr51Bl7wYF70X7HqKqQ+zJp9mGmfK9iBlqKHD9+XH/7298kyXTqdFBw+6FDh/TBBx/Efa7W1lYtWrRIV111lX74wx/qkUce0YoVK2S32/XYY4/p1ltv1ccffxz3cXNZOi8Ay5cv17x58yQpNPLDZrNp5MiRMU+ZNevsYWQIAACZjWt1ZqFTIPtlStkZAEDixXKdrq2tjSsB1RfLly+POXlmt9tVU1MT0zEXLFgQcxv27NljGk+OHz9ekvnr1tbWllPXyGhx9Z49e1RVVaV58+Zp+PDhKWxV5ti7d2+XfsfZs2dH3d9ut8c9+yf8+E6nM2c+W/mEPubumIGWIs3NzaFRuNFmn0nSwIEDQ7cPHjyo0aNHx3Wu48ePa+7cuSovLw/dN2DAAN15551qaGjQ+++/r/vuu0+PPvqoCgp6zqGOHTs2K2aR9UXwApCuhUSDgV14gNfU1BRx30gLdtbW1kZsO51AAHJVX65LkyZNSmBLgL4xu4Yj9ex2e0aMcETfsOg9AOSu4N9xt9utrVu3ymq1hspD2+12LVmyRC6XS06nM53NjKi0tFR1dXWS1GNyz6w/yExPfULB12327NkRy4PnyjUylrg6FYnVTDV8+PAur09nZ2fU/fft2xfXZ/HUGW3BQUyScuLzlS/oY+6OGWgpcvjw4dBtmy163jJ8e/jjYtGvXz/Z7faISTer1aqpU6dKkrZv365169bFdexcl+4/5o8//nhM+0WaMptJdWEBAEDsTr2Gm61riuRbsmRJupuABMiksjMAgMRzuVyqra2VYRhd1lbds2ePXnvtNTmdzrQt0RHNtm3bJEmXXnppQo9bXl4eU5+Qy+UyXYs2V66R4a8Duot3iaB4ZxxlytpZ6Bv6mLsjgZYi4WuOBQKBqPuGb493QdLTTjtNy5YtM90e/sdv/fr1cR07H4TP2ku1SKOAIjG7gLlcLtXX18vv96u+vj6v/7ABAJBNwq/hTU1N8ng8aWuLzWZTWVlZn47Rm/V7k6GwsFA1NTU9dqLY7fa8/1KYSyg7AwC5z6xDfvny5RmZPJNO9vUF1+jsSTyx2OLFiyXF1ieUD9fI4OtAEq2r8vLyuNd+i3fGEYOYcgd9zF1RwlEnR5sms0Th6tWrNXTo0NDPHR0dUfdvb28P3Q5/XKwGDx5sui38eOELR+KkxYsXp62MUmFhYUxJtHyeMgsAQD6Itth7svn9fjU3N/fpGOHllNKpvb1da9euVUNDg8rKykyfV6xrlyA7UHYGAHJfJnfI22w20zjI7XbH1Paeln6RupasjFUuXCODSciGhgZVVFSotrY24mswZcqUjE2mpsPixYu1YMGCiCUZCwsL1d7erv79+6ujo0Pjxo0zfV2jqaioiPia51KCFvmJBJqkuXPnatasWUk9R2lpqQYPHqxPPvlEra2tUfcNbi8oKOhVGZ/t27ertbVVkydP7jYCOHzNs/BEHU567bXX0nbuG2+8MWIt5qFDh6qlpUVSemfIAQCA1MnmtdEyIXkmSYZhhL7E95QUjHftj1g7b5B64evj8P4AQG4y66jPBNHioOB1yaztDodDtbW1UfsoY0mcmcUpLpdLr732mh5//HG1tbXJZrNp8ODBmjVrltxud8ZfL+NZY+uZZ55JadsyVfDzIpmvrbdixYqEvO+5kKAFIiGBJqmkpEQlJSVJPUdBQYHOP/98rVu3Ti0tLTIMw7S8zcGDByVJY8eO1ZAhQ+I6z1NPPaUnn3xS0smLxw033NBl+6FDh0K3hw0bFtexc53X603bYqIFBQWqq6vTpZde2iXImTJlSpc2NTU1sQAnAAB5INjBkc8LnadSPCPZWSA98wU7CQEAuSlbBxqNGDHCtO3h5aSjVSLoaeZ8tDhFUpfY0u/3hwZsZ0M8Y1b+sqqqStXV1ZKk8ePHa8SIEX2uqJArSktL5XK55HQ6I2632+0Je78ZxIRcxRpoKRRcKLStrU0ff/xxxH06Ojq0b98+SdIll1wS1/E7Ozv19NNPh37euXNnt33CLyDnnHNOXMfPdelc1HLcuHERRwitXbs24v4swAkAQO6rq6vr83pkiI3NZpPX641pXxZIBwAgvVwulzweT9atcxUcFB1cc9ZqtcrhcHRbi7WnGTvhMYfX65XT6ZTNZpPT6dSCBQtMHxNLrJLJ8Uy0AU+GYYSqD6xZsyaFrUqMvqwhHO2xW7dulWT+2sW7LlpPWDsLuYgEWgpdccUVOvPMMyWdLLMYyY4dO9TZ2anBgwdr+vTpcR2/tbU1tL5aaWlpaPRFuC1btkg6+ce1srIyruPnunTW0J4yZYqqqqrk8/nU2dkZGvmzbdu2iPtncr1vAACQOIZhpLsJeaGtrU1VVVUxJdFYIB0AgPQLdtR7PJ50NyVuwTVn586dq9raWrnd7lACzOv1yuVyqaamxvTxwb6i4Gyz8L4kszJ9DQ0NMcUqmRzP5PJaWn2J+aM9tn///pLMX7tAIBDzIDIgX5FASyGr1ao5c+ZIkl5//fWI+wTvr66uVnFxcbftS5cu1bRp0zR//nwdOXKky7bS0lKVlpaGygGee+65XbYHAoHQGl8zZswIJfNw0vDhw1N+zuLiYnk8HtOZZv369Yt4fy4HDQAA4O+CZXWQGHa7XRaLxXSkbiyjrs3iMOIzAABSL3w2mtVqVWFhYbqbFLOf//znEQdTz5s3L2oZ72Bfkdlss0gqKio0YsSImPbLVKylFb/gRItor10mzzoEMkHKEmhr1qzRzTffrEcffVTvvPNOqk6bcS6//HJVVVXp1Vdf1a5du7ps+/jjj/Xiiy/qmmuu0YwZM7o9trW1VS+99JJOnDih+vp6bd68uct2i8WimTNnKhAIqLOzs9vjn3/+eTU3N+uiiy4KJfLwd32ZLt1bZ511llwul+kIn/b29oj3EzQAQGabN29eqCQz0Bter1fl5eXpbkZEVqu1121L13MqLCyUx+NRU1OTAoGACgoifw2KZdS1WRxGfAYA3RETIRXCy8atWLEi3c2Jmd/vj3j/448/HvVx7e3t8nq9prPNIpkyZUpM+2diPBMsUzlr1iyVl5dr6NCh6W5S1hg3bpykk78jZv2emTzrEMgEKUugffWrX9UvfvELzZ8/XxMmTNBpp52mf/qnf9LDDz+szZs351V5mm9961uqrq7WD3/4Q/3617/Wm2++qd/97nf6l3/5F02dOlXz58+P+LghQ4aosrJSRUVFcjqdmjBhQrd9ZsyYoTlz5ujee+/VypUr9cYbb+jPf/6zHnroIT377LO68cYb9eMf/1g2my3ZTzPrJLrubyyCFymzET7jx4/vMpIqUm1sAEDm2b17t8aPHx9TOYzf//73+tOf/pSCViFbBMvx9LRIfLr4/X41NjbK4/HEHVPG09GTSMEOquAaIWbtjmXU9akj3YnPAMAcMRFSLXidzuZ+r7a2tqjbrVarvvnNb5put9vt3eIUs8pHNpsto+OZU8tUNjU19apCQ6QqX/ng0KFDob+/48ePj7hPJs86BDKBxUhR5mrmzJl69tlnu548LPM9ZMgQXXbZZZoyZYquuOIKTZw40XRkaK5oaWnRxo0bdeDAAZWWlmry5Mk644wzEnLso0ePatOmTdq/f7+sVqvsdrsmTJgQqn0bq0mTJkmS3nrrrYS0K5M5nU75fL6UntNut6upqSkUEJwqE4MXAMh2qbi2dXZ26rrrrtOqVav03e9+Vw8++KDpiL8HH3xQ999/vz71qU9p0aJFEWehIzUyJe5JR0wSq/LycjU2NoZ+NothIiksLOyxQyhZysvLY0relZeXa+/evaqoqFBtbS1xGICsl+5rGzFR9kn3ZyZRbDZbxOpM2aCvMVOkviSr1apAINBt34KCgox+nRIRF1911VVas2ZNglqUfjabzXT2opngWoH0PeYGr9crt9uthoYGvrfEqE/XNiNF/H6/8T//8z/GHXfcYUyePNmw2WyGxWLp8q+goCD0b8iQIUZlZaWxaNEi4/XXXzf8fn+qmoowEydONCZOnJjuZqSEx+MxJKX8n8fjCZ3f4XAYVqvVcDgcofsBAImVqmtbU1NTKL752te+FjWWOXDggHH11VcbBQUFxre//W3injTJlLjHarWmJSaJJ24J8ng8ht1uj+mxBQUFaW9/X58vAGSbTLi2ERNll0z4zCSCw+FIexzR2381NTW9fuzQoUNDr0F4P5PZ/oWFhX16nZPdl5XJcXGq/xUWFho1NTW96r90OBwpeb+QfGbvP+9ldH25tqUsgXaqTz75xPjDH/5g3H333cbll19uFBUVRU2oDRo0yJg6darxs5/9zDh8+HC6mp13ciVwilXwQpLKDp7gRQwAkBqpurYFAgGjqKjI+PKXv2xYLBbjn/7pn6J2Ah07dswYP368UVBQYMyZMyfp7UN3mRL3ZGKHT6Qv2LF+ebfb7aEYK93PgzgNQL7JhGsbMVF2yYTPTF/V1NRk1cCdwsLCbgmNmpoao7CwMO5jlZWVGYYRe5xmsVi6vHbxJFhS0ZGfjfFjsv95PJ64k6xWqzVh7wnSy+x3gu8t0WVlAu1UJ06cMNauXWvcf//9xtVXX20MGjTINKE2cOBA40c/+pHR1taW7mbnvFwInMxECwpSeYHmIgYAqZWqa9u6deuMgoIC4+DBg8YPf/hDw2KxGFVVVVEf89xzz4VinhdeeCHpbURXmRL3pGNWfLTRvWaxilm8FKkTKF3PizgNQL7LhGsbMVF2yYTPTKwi9ev0ZfZWuv71dpBStOPF2q8V3ukeb0IsFR352Rg/Jvtf8PUtLy+P+zGxvubMUstcZt/b+N4SXU4k0E7l9/uN119/3bjssssMi8ViWK3Wbsm0c88919ixY0e6m5rTsilwikdPQQEz0AAgd6Xi2nb06FGjoqLCKCgoMDo6OgzDMIx77rnHsFgsRk1NjenjTpw4YVitVqOgoMD4whe+kNQ2ortMins8Hk/KS9YUFxdHvD98JHPwy3S0L+ynfnkLf1xZWVnaOx2I0wDkk3Rf24iJsk+6PzOxMuvXsdlsaY8fYv1XUFAQ8fegr4O6eyrbGP4vlsHkZvFQsjvygzGkxWIxCgsLjYKCgl7Nysu1f8HXN57vCrEmwSgPmPmYgdY7fbm2FShDWa1Wfe5zn9Orr76qWbNmafLkyXrppZc0b948lZWVyTAMvfvuu7rsssv09ttvp7u5yDJut9v0fq/XG3Fh1WSZMmWKnE6nbDabnE6nvF5vys4NAEiOe+65R9u3b1dhYaFsNpsk6cc//rG+973v6ac//anuv//+iI8rLCzUkCFDZBiG/vKXv6Swxcg0LpdLTz75ZErPefTo0Yj3Nzc3y2q1qqqqSj6fT52dnWpqajI9TkVFRei21+vt8rjm5uaEtzuZamtr090EAMhqxERIFrN+Hb/fn+KW9F4gENDy5ct19dVXy+l0ymq1qqioSD6fr0/HbWho6BKPmSkvL5fL5eryOLPjSSfjuvD+qxEjRkTcP5Zz9yQ8hjQMQ21tbQoEAuro6OjzsbNBeXm56bbg6xvL6+xwOOTxeLq8z9FE6y9FZjD7fsL3luTJ2ARakNVq1eOPP66CggLt2rVLy5Yt04cffqif//znstvt2r9/v6ZNm6YDBw6ku6nIImZBgc/n0+zZs1PaluXLl4c6lXw+n6qqqkiiAUCWCyY+SkpKuty/ePFi3XzzzfrRj36kFStWdHvc0aNHdejQIVksFhUWFqakrchcsX7RTYV4BheFf3nLli/bDodDNTU1cjgcslqtcXc2AAAiIyZCspj162SjNWvWyOfzKRAIqK2trc/Hs9lsmjJlSo/7LV68uMvPZgmZioqKboOifD6f6YCqRHTkm8WQ/fr1i/q4mpqanPibYRiG6bZDhw7J6/X2+Do7HA7V19fHFc/2lERF+rlcLnk8Hr63pFDGJ9Ckk0m0u+++W//5n/8pSerfv7/mzJmjHTt26KabbtLevXt1ww03pLmVyCbRRmkkIljpq2zpbAIARNbW1mba4bN8+XJVVVXp5ptv1osvvthl22uvvRa6fe+99ya9nch8drs93U3oNa/X2+cR1KlgtVpVX1+vuro61dfXy+/3x93ZAACIjJgIyWLWr1NcXJzilqROtFlJ4dra2rR8+fIug4PsdrvKy8ujdrhHm9li1k9lt9sjduSfOltt3rx5cVVfMkvYtLe3R33c73//+4hJ+Wzi8Xi0b98+0+179uxRVVWVpJMJQzOR3s9T35dT34doSVRkDpfLxfeWFEppAu2vf/2rbrnlFl177bX64Q9/qG3btsX82MmTJ3fbv6ioSI899piWLFmi//3f/9Wf/vSnRDcZOSrTp7UysgMAstukSZNkGIYOHz4ccfsTTzyhadOm6frrr9eGDRtC97/yyiuSpB/96Ee6+eabU9JWZLZx48aluwlxc7vdmjdvXuiLfaajQwAAkoeYCMli1q9TWlqa2oakSHl5ua677rq4HvO73/0u1Mne1NSkxsbGqB3u0Wa2mPVT7du3r1tHfqTZavFWXzKLz8aPHy+Px2P6uKamJrnd7lDivqCgQA6HQ1dddVUPr1ZmiSU+dbvdqqurk8fj6ZJctdvtodfo1CTmqe/Lqe8D5QGRLD0lbzNaohZi68n69euNoqIio6CgoMu/iy66yPjZz35mHDp0KOrj33jjDWPo0KGm27/61a8a3/zmNxPcamTL4rG9EVyMVBmwAOip/8rLy9P98gBAzkrFte23v/2tYbFYjIKCAmPnzp0R92lvbze+9KUvGSUlJcYbb7xhGIZhXHrppcZ3vvOdpLYN5jIx7snGhdILCgrS3oZ4/rEoOoBclu5rGzFR9kn3Z8ZMsA/HarUaDofD8Hg8Ee+zWq1pjy2S+a+mpiau+DBRzPrPHA5Ht33tdntMbYv02PD3O1rcFs9rVlBQYDgcjqyJUYOf5Z72s1qtcb9+sbwPkX6vgL7o6fc5FfpybUvZDLQFCxZIkk4//XQZhhH69+abb+qWW27R8OHD9U//9E/66U9/qu3bt6uzszP02E2bNmnOnDk699xzTY9/6623at26dUl/HsgdwemuDocj3U3ppqmpKbsy8QCALqZPn66bbrpJhmFoyZIlEffp16+ffvOb3+jiiy/WNddco02bNqmxsVHf+c53UtxapFNPI/EyobR0vHpamyJTlJWVsV4AACQZMRF6I1L5v0gzZySpvr4+tNberFmzZLPZ0tn0pFu7dq38fn/cj+sp5uxpe6wzk7xer/bs2RNTm6JVX4o0G66mpkZut1s2my2u9zkQCITWmMsGPp9Ps2bNCpXdNBNtllo8S8Oc+j5QHhCJZvZ5zJoljBKXx4tu0KBBxrvvvmsYhmF8/PHHxi9/+UvjC1/4glFQUGBYLJbQiKTgP5vNZowYMcIYMmRI6L5ly5aZHv/gwYNGYWFhqp5O3sjUkUeJZJYFLysrM4qLizNi1AkAIHFSeW1bunSpcfrppxtvv/226T5tbW3Gl7/8ZaOsrMwoLS01Xn311ZS0Dd2lOu6JZSReOuOQ3v6zWCxpb0OscRYA5LpM+U5PTJQ90v2ZiXfmTDz758I/q9VqlJeXx7RvsLpRTzFnrLNDYpmZFE+lp3hisVx5n3szQ7Kmpiam9ydcPOeJ9D4wCw2JZPZ5jDaLMtH6cm1LWQLt05/+tPHOO+90u3/Xrl3GwoULjTFjxoQSaZH+ffGLXzQCgUDocb///e+N6667zvjxj39snDhxwti3b59RVlaWqqeTN9IdOKWKx+Mxhg4dmvYLqdm/4HRzLlgA0HepvrZ1dHT0uE8gEDDmzZtnWCwW4x//8R+Nzs7OFLQMp0r1ZyOWUjjpjkHi+WexWIyrrroqY0tkp/MLGwCkSyZ9pycmyg7p/szEE0fEk0zKpX+xliKsqamJ+poGE2zxlGfsSTyJm5qaGtMkzakJHLOykIWFhaF9suWzEO9g/eBrE09CK57fo0iJ0lj2A2KVyL8xvZUVJRy/+c1v6vvf/36X0oySdNZZZ+lHP/qRduzYobfeekv333+/rr32WjmdTlVUVGjq1Kn62c9+phdffFEWiyX0uG9961t64YUX9KMf/Ug33XST3nrrLV100UWpejrIQS0tLelugqngdPOeFlkFAGSeWMqLWCwW/eQnP9Hjjz+uP//5z/ra176m1tbWFLQO6WRWtib8/sLCwlQ1p88Mw9CaNWs0YsSIdDclJrEszg4ASBxiIsQiWlm/U1VUVKipqSmJrclMsZYiXL58ubxer+lrGlw+xGz71q1bY25TsATkqf2+QWVlZd3KMS5fvrxbWc7TTjstYslOs7KQbW1tevLJJ1VfX6/rrrsu5vam09GjR+Pa3+fzye12q7a2NuayimYlN2tqarq8D5HKmWd9uT1knFhLwGasxObyzHV0dBjTpk0zLrzwQuO1117r8/EcDkeo7GNxcbExefJk4+WXX05ASxEu3SOPUiVbRqkoxdl5AMhFmX5t8/l8xmWXXWacddZZ6W5K3snEGWhXXXVV2mOPeP8VFhYaHo8n5gXk0/WPUbQA8kGmxz3REBOlR7o/M/HMnCkrK0t7PJHp/woLC6NudzgcUV9zs3gpfEZULDHfqcdJdMWCYHvS/Xr35V9vXsdoeluGMRPK7SH39ObzmMhSolkxA81ms+l3v/udvv3tb2vGjBm64oor9NOf/lTNzc29Ot4vf/lL/cM//IMMw1C/fv10880368orr0xwq5HrgiNksmnEUjyjsQAA2Wf8+PFat26dVqxYke6mIMliGYm3d+/eVDUnYdra2jR79mwdP3483U0xZbfbWRAdADIcMVF+imXmjN1ul6Re9ynmk7a2tqjbt23bFnUWSKRZR16vt8sMMbPZYdLJagoWi0Vut7tLRaVE92253e6s7y8Lr7xmJp5ZYC6XS/X19THPWgsyq9JA9Qb0Rbyfx1P/zqSzMlvKEmjSyT8Ec+bM0Y4dO/T1r39dHo9HP//5z3t1rAsuuEB/+9vftH//fh08eFA33nhjgluLXBf+i5hNuGABQH5gYFDuc7lc8ng8UcuoxFM6J5O0tbVldKfWkiVL0t0EAECMiInyi1l8VFdXF+p8LS0tTXczc0YgENBdd91lmrzx+XyyWCwqLy8PdVzHk8Rpa2uTYRjdOr8T3bfV0NCQ9f1le/fuDX32zaQiSZj15faQEzKplKjFMAwj5WdF1pg0aZIk6a233kpzSxLP6XRmXfJMUsT6xACA2OXytQ19k4mfjYKCAhGuJ5bNZtN//dd/EU8ByAuZeG1DZsuGz4zNZjNdawvJ5fF4NGvWrF6//g6HQ/X19aFB7fEoKyvTiBEjIvblORwO1dbWxn3MVLBYLCooKNDw4cOjztaz2+0qLS1VQ0ODbDZbxNmDwdcv2bxeb2hWX0VFhWpra4mdkVJmf+etVqv8fn/cx+vLtS2lM9CATJJtU7vNFvcEAAC5K5OSZx6PJ91NSAi/35+28h8AAKDvejPTqLy8PAktyT9ut7tPM72CfXEul0s1NTVxPba5uVlTpkyJuG3btm1yu90qKyvrdduS5ZZbbolp5uSePXtC5erMSm+mahZYb8s/AomSSaVESaAhb2Xb1G4uWAAA5B+bzZbuJkg6OZDH5XKF1hzJBeko/wEAAPouWhLBbrd3WS8tOBg5G9eVzUQNDQ2mr395ebmsVmvUx4f3xdXV1cnj8XSJL8vLy6Mm1p555pmIydBAICCfz5dxJcQtFovq6uokRR/Ib5bgLSwsNC31juTyer1yOp2y2WxyOp0MvkuxTColSgINeSubavcyUgoAgPw0ZMiQdDdBkkKjfXNp7bBTOzH4kgwAQHYwWyfNMAw1NTV1WS8tOBg52wZRZ6qKioour39BQYEKCwtlsVhUUlKiJ598MuoaXqf2xblcLjU1NckwDBmGocbGRq1du9b08c3NzWpqakrY80m28ePHSzoZZ5oNjCssLNSHH34YcZvf72cWWBoES4wGZwSeuoYfki+W9cJTJTOGtAJpEPyFO7Wm7ze+8Q0FAoE0t66rxYsXp7sJAAAgDQ4fPpzyc1qt1m715pcvXy5JWrt2rSwWi/r376/29vbQ/5FKTRYXF+vo0aMpaXNvhHeknboOR/BLsiQ6KwAAyEAulyuua3Smro/VVzabrVfrAfVWMAEWfO2rqqpC5QaD8VNNTU3Edcpqampies+ybcmVaLZu3aqRI0dGTfqZlWuUsq96Vq4wq1Thdrv5bpBC8f6dTxZmoCGvRarpO27cuHQ3q4tMKd0EAABSLx1fms0WhV++fLl8Pp8Mw1BbW5sMw9CKFSsUCAQijkLu379/ilsen/AR0NG+JOcDZt8BQHbbv39/1O0tLS0pTbJkkuA1btasWSovL1dxcXG6m5RQqX5f3W53KF646667Iu6zdu3aiDNHgqUMe5JLSaPgrMjeyqbqWbnELImbS8ldxI6eeeAUmTYqKbjQvcQIaAAAcpnX6+02M37KlCkRR/BmivBRmHv37lUgEAiNom1paUln00w5HA7V1tZ2iavy+Usys+8AIDUOHz6sZ555Rlu2bAnN4D7nnHNUVVWlYcOG9fq4Bw4cUHV1tSZPnqwrrrhCY8eO1cCBA3Xs2DE1NjZq48aNeu+997Ro0aKMKQ2dKqde47Kp9F+mCsal0eLTrVu39mnmSKb1y6WKxWLR+PHju3wXIBZLj4qKioif8VxK7iJ2JNCAU5xa2jEQCEQsS5RqTBMGACB3mSUx0jETPZ7Siw0NDd3anunq6+u73Wf2Jdlms8nr9eZ0DEaJGgBIvqamJn3ve9/TxRdfrEceeUT9+/dXZ2ennn76ac2dO1cPPPBAaK2kePn9fhmGoY0bN2rjxo3dtk+cOFEPPPBA3iXPpPyZSZ6JbDZbr5JAwQFlFotFVqs1r2ZOjh8/PmKcitQzS+IyIzA/UcIRiCC8tGOmyIcR0AAA5CuzDp50xCLxrFtWUVGRdZ1TkcoUmn0Zbmtry/kFw/N59h0ApEJra6vuvvtuDRo0SLfeemuoxLHValV1dbXGjh2rhQsXau/evb0+x+DBg/X5z39egwcPVkFBgcrKynTBBRfo3nvv1aJFi1RWVpaop5NVuJaZC5bctlgsCT+2YRjq7OwMDQiLNY4KDsoKlgyPFgcXFBTI4XCopqYmUc1OCLvdrvLy8l49luRM5nC5XBHLkDK47O/yqQQ8CTQgCq/XmzHrdzBNGACA3JVpHTxWqzWm/Q4fPpzRJSYjCe/QKS8vD80w83g8KiwsjPiY2bNn5+yXQrMYk9gTABLj5z//uT788ENNnTpVBQXdu+GuueYaHTp0SA8//HCvzzFw4EDdc889Wrlypf7whz/o2Wefldvt1uWXX56UBEm24Fpm7sYbb5RhGCmpuBTLYCuv16vZs2fHfMxAICCfz6fly5f3pWkJt2fPHl133XVR9yksLFRNTQ3JmQwXPrmivr6e9ydMeLK7N8nybEMCDTAR/GMQXMcj3RiJAgBA7sq0Dp7Ozs6Y9sv2tUT27NkT+rLncrlMRzrn8kw0sxiT2BMA+u7DDz/UmjVrJEnnnXdexH2C92/evFnvvPNOytqWD7iWmUtl4qmngWKZ1v/WV2vXrpXH45Hdbo+4fcWKFaqrqyM5g6wVrQR8LiKBBpjIlF/6srIyRqIAAJDjMrGDp7y83HQNtlwbzR6M+3pKZGZKfJhIlKgBgORZtWqVOjs7ZbFYNGrUqIj7nH766Ro8eLAk6cUXX0xl84ConE5naHa+zWZTcXFxl+12u73LTCqzmfxDhgyR0+lUQUGBioqKZLVau5R8y7X4qqGhQS6XS01NTcRYyDqxlGbMtxLwJNAAE5nyS9/c3JzuJgAAgCRzuVwRyzqlU1NTk+mMrFSU+0mlbdu2Seo5kZkp8WGiUaIGAJJj06ZNkqSSkhINGDDAdL8RI0ZIkt5+++1eX2NbW1v1xBNP6IEHHtB3v/tdzZw5U9/5znf0/PPP58zMnnjlWmIm1err60OfHb/f322d3D179mj58uWqra2V3+/XihUrIh6npaUltK5ZW1tbqPxicHZ/rsVX4QOyehNj9WZtqXxajwrJE2tpxnwrAR95SCkAVVRUZMyaHlVVVXK73aqtraVDAwCAHDVu3LiMiT3yTSAQCJVxlE6ueRapszFXvxQCABLv+PHj+tvf/iZJKi0tjbpvcPuhQ4f0wQcfaPTo0XGdq7W1VYsWLVJNTY3Ky8tD51+2bJkee+wxrVq1Sm63W8OGDYvpeDt27NDVV18dVxvCrV69utePTaRcS8xkKrfbLZfLpddee61XjzXrfyssLNSwYcOyrmR4XypLBBMYQcEEhiTT/sDePAaIJFppxvDPUm1tbZfPXPj9ydSX69KOHTs0duzYXj02s4a5Ahkk00op5fqCjAAA5LtMiz3yzezZs0NJNLMR1LxH+YXR3AD6orm5OTSbLNrsM0kaOHBg6PbBgwfjPtfx48c1d+7cUPIseM4777xTI0eO1Pvvv6/77rtPgUAg7mNnMwa+pEZDQ4PmzZvXq3XVtm7dahpfrVixQosXL+5r89KitzFEb9aWMttWVVVF/IK4xFqaMd9KwDMDDTAR/KV3u91qaGhQRUVF6KIevM9ms6W8FMKpWX8AAJAbwmMPZqKlXltbW7fRuqfGgcRg+YPR3AD66vDhw6HbZmuKRtoe/rhY9OvXT3a7PeKsNavVqqlTp+rxxx/X9u3btW7dOk2ZMqXHY44dOzZjZpH1hdksCSTWkCFDepU8k/5eFtzj8ZjGXQsWLMiqWWintjeeGKI3a0tF20b8gniYzQaNNBjB5XKl/DPVl+vSpEmTev1YZqABUUSqVRx+n9no5GSiBAEAALkrGGdYrdZ0NyVvBUfxsi5YfuvNCHCJWWsA/q6wsDB0u6eZX+Hbwx8Xi9NOO03Lli0z3R7e8bl+/fq4jp3twmdJIHlaWlr69PjgQHGzuCvds9AsFovKyspi3t8s2RceQ5jFC71ZWyqWmZasB4hYmM0GzfcqHMxAA3rB6/XK7XaHFpxPJUoQAACQ+zJpLdZ8w2AlSL0bAc6sNSB7LFmyJKkzrFavXq2hQ4eGfu7o6Ii6f3t7e+h2+ONiNXjwYNNt4cdrbGyM+9jZLjgQ2ul0EltlqFOvrcE+t/DZaB6Px3SN2mT71a9+JUl9ns0YfJ7R4oXerC0Vy0xL4lvEgiockZFAA+J06oUu1fI96w8AQD6g5FD6MFgJUnwlbIJiXXgdQPrNnTtXs2bNSuo5SktLNXjwYH3yySdqbW2Num9we0FBgex2e9zn2r59u1pbWzV58mRZLJYu2woK/l58KjxRl29IIGSu8GurWXKppqYm5cmzwsJCrVixoss1PJYlXex2u/bs2dPt/uDzjBYv1NfXdzlPLAmMWMrAE98iVukozZjpKOEIxCmd055jXZCR0jEAAGS3SAszl5eXp7tZWc9ischut6u8vLxbB2MQg5Ug9a6ETW9mrQFIj5KSEg0fPjxp/6STiavzzz9f0skSd8G1niI5ePCgpJNrjw0ZMiSu5/LUU0/p1ltvVW1trZ544olu2w8dOhS6PWzYsLiOnUtIIGSu8GurWZ9bb9dY64tTk2exLOlSU1OjJUuWRNwWfJ49xQu9KSMefIzH44l6bgDxI4EGxCnTvwAHR+v4fD51dnaGRuuQREOykbgFgMQ69cvz3r17092krBVMmhUUFKi0tFSLFy9WIBDolqSMdbAScl+kJHZPn4/erFsCnIqYOrdceumlkqS2tjZ9/PHHEffp6OjQvn37JEmXXHJJXMfv7OzU008/Hfp5586d3fZpbm4O3T7nnHPiOn4uIYGQmWpqarpcWzOlz81isfQ46ytSnFBXV9djDGEWF4wYMaLP7e5N/AIgOhJoQJzS+QX41ltv7XGf3i54DvQFiVsASByzztPgiHbEp6amRnv27FFTU1O3a1RvRvgif8T7+WDhdfQVMXXuueKKK3TmmWdKOllmMZIdO3aos7NTgwcP1vTp0+M6fmtra2h9tdLSUlVXV3fbZ8uWLZJOJgQqKyvjOn4ucblcqqmpSXcz8P8LTziFy5RBJ+PHj+9xn2hxQrRtZnFBU1NTQv7eE98CiUUCDYhTOr8At7S0hG6bda5ROgbpQOIWABLDrPP06quvjriWAszZbDZ5PB6tXbs24nauUUg0Rn2jr4ipc4/VatWcOXMkSa+//nrEfYL3V1dXq7i4uNv2pUuXatq0aZo/f76OHDnSZVtpaalKS0tVUFCguro6nXvuuV22BwIBvfbaa5KkGTNmhJJ5+cosJkBqlZeXmyZ2MmXQSTLb4XK5TNc65O89kHlIoAFxCv9iXFBQoMLCQlksFjkcjpScf968eVFHJlI6BulA4hYAEsPsS/OaNWtS3JLsFwgE5Ha7tXXr1ojbuUYhGRj1jb4gps5Nl19+uaqqqvTqq69q165dXbZ9/PHHevHFF3XNNddoxowZ3R7b2tqql156SSdOnFB9fb02b97cZbvFYtHMmTMVCATU2dnZ7fHPP/+8mpubddFFF4USefmM36XMYLYeoNfr1V133ZXi1nR36uCXZJTWDZZtPRWf0exGGebcZEt3A4Bs5HK55HK55PV65Xa7Qxe4goICBQKBpJ57+fLl+v3vfx9xm9vtVm1traqqqrpty5RRPMhNFRUV8vl8Ee8HAMSOL82JEwgEIl6bgrhGAcg0xNS561vf+pYKCwv1wx/+UNOnT9dZZ52lvXv3auXKlZo6dappcmvIkCGqrKzUK6+8ojFjxmjChAnd9pkxY4Y6Ojp07733qrKyUna7XZ2dndqwYYM2bNigG2+8Uddff70sFkuyn2bGM/sdQ2rt2bNHTqdTtbW1oURVcKB4ujkcjm7Js/B2BQewS+rTIBn+3ueeZH1WkH4WwyztD0iaNGmSJOmtt95Kc0syT6Zc3MNZrVb5/f4uib2KioouQQmQDGa/D5QtQibi2pZb9u/frzPOOMN0e0tLiwYPHiybredxY5nw2XA6nXTspAjXKACZJhkxdSZc2/B3LS0t2rhxow4cOKDS0lJNnjw5ahwTj6NHj2rTpk3av3+/rFar7Ha7JkyYoP79+8d1nFz+zGRiP06+83g8kqTZs2erra0tza3p/vfWLDZ3OByqr6/v9XnoQ8k9yfqsIDH6cm0jgYaocjlw6qtM7ODijzLSicQtsgXXttQ7fPiwnnnmGW3ZskX9+/dXe3u7zjnnHFVVVWnYsGG9Pu6BAwfkcrk0efJkXXHFFRo7dqwGDhyoY8eOqbGxURs3btR7772nRYsWaciQIT0eLxM+G9nSsVNcXKyjR4+muxm9ZrFYkl41AAB6I9ExdSZc25Bdcv0zM2/ePC1fvjzdzcD/z263p3SdX4/HI7fbHbE/z263q6mpqct9NpstYnnU4LH68veZPpTcYvZZCU52QHqRQEPS5Hrg1BfRLqLJVlZWpubm5m73M1IFAHrGtS21mpqa9L3vfU8XX3yxbr75ZvXv31+dnZ16+umntXLlSj3wwAMaP358r469b98+feMb3zDdPnHiRC1YsEBlZWUxHS9TPhtmHTs1NTUZ0eFTXl7erXMh2zDoCEC+yJRrG7JHPnxmgomLTBsUjeSqqalRXV1dXImOngbP0w+HIGagZba+XNsKEt0YIF+ksy5xpORZTU1N0hc5BQAgHq2trbr77rs1aNAg3XrrraESQlarVdXV1Ro7dqwWLlyovXv39vocgwcP1uc//3kNHjxYBQUFKisr0wUXXKB7771XixYtijl5lknq6urk8XjkcDhktVrlcDjk8XhUV1enwsLCdDcvq2eeBWXz2rDEeAAA9I3L5VJ9fb0cDke6m4IUKC4uDsXSXq/XtLR7pH6+nmJGt9udkDYi+5l9VrL5ewdOIoEG9FKm/QFcu3Zt6Haw/JPP51NnZ2do4Uo6WAAAqfTzn/9cH374oaZOnaqCgu5h5zXXXKNDhw7p4Ycf7vU5Bg4cqHvuuUcrV67UH/7wBz377LNyu926/PLLZbFY+tL8tAp27Pj9ftXX14cGyVx++eVpbtnJ9VuyVTAZma0jhYnxAABInEzr10FyHD16VNXV1SovL1dVVZXpWmuRPg8ulyu0TlskDQ0NCWtnEIOlslPws3LqIMhs/d6BvyOBBvTSqX8Y0z0iPPyibTYChpExAIBU+fDDD7VmzRpJ0nnnnRdxn+D9mzdv1jvvvJOytmWzvszWg7J+bQliPAAAYtdTIiK8Xwe5zTAM07XWCgsLoyY6XC6X6Wck0dWpGCyV3cwGQSK7kUAD+iD8D2O6F4QMv2ibjYBJxsgYAAAiWbVqlTo7O2WxWDRq1KiI+5x++ukaPHiwJOnFF19MZfOyFtfyvsmkDojejC4mxgMAIDaxJiKC/TrIX36/v8dER6rK8zFYCsg8JNCABEnnmmhS14u2WVvS3UYAQP7YtGmTJKmkpEQDBgww3W/EiBGSpLfffluGYfTqXK2trXriiSf0wAMP6Lvf/a5mzpyp73znO3r++edNS7Rko2hrNiB2mdAB0dvRxcR4AADEJt5ERHl5eTKbgww2YsSIboOa5s2bp6KiIlksFhUVFemXv/yl7HZ76DHl5eVJKc/HYCkg8/ANHEiQ2tpaVVVVpeXcwYu40+lUQ0NDqDPyVNT3BgCkwvHjx/W3v/1NklRaWhp13+D2Q4cO6YMPPtDo0aPjOldra6sWLVqkmpqaUMfH8ePHtWzZMj322GNatWqV3G63hg0bFtPxduzYoauvvjquNoRbvXp1rx8bTTDhgr7LhA6IaJ160TpizOJNYjwgt/XlurRjxw6NHTs2ga0BsoPZ9X7r1q2hvpOKiopQeefFixcTa+WAsrIyNTc3x/WYpqYmNTU1SVJoUFO4tra2UGn68MckQ0VFhXw+X8T7AaQHM9CABAnWzg4fkZIqe/fu7TKKOXght9vtLFwJAEi55ubm0GyyaLPPJGngwIGh2wcPHoz7XMePH9fcuXO7jBoeMGCA7rzzTo0cOVLvv/++7rvvPgUCgbiPnUkyYdZUrsiEDojeji5mcXIAAGJjdr03DCPiDHCXy6WampoUtxKJtmzZMnk8nqgzCsvLy0NxVF/68GbPnp3w0uBTpkyJ634AyccMNCCBXC6X3G636cKkydKvX7+IJapKS0uTNioGAAAzhw8fDt3uqeRg+Pbwx8WiX79+stvtEWetWa1WTZ06VY8//ri2b9+udevWxfTFc+zYsUmbRdYX27ZtS3cTckYmzNbqy+hil8tFwgzIM325Lk2aNCmBLQGyRzxVgoIzwOvq6nTppZfK7XaHZqhNmTJFjz/+eE6VBc9VZWVloffO7DuI3W5XY2Nj6Oe+lEdva2tTVVWVFixYoMWLFyckPlu7dm1c9wNIPmagAQmWjrJA7e3tEe/PhBJFAID8U1hYGLrd08yv8O3hj4vFaaedpmXLlpluD09GrF+/Pq5jZ5J58+Zl/Qy6dLNYLBk1WytVC9EDAJCvIs3aLiiI3A0a3nficrlUX18vv9+v+vp61dXVqaOjI1XNRh80NzeHZheaJTz37dsnr9cbWvMsEesLNzU19biWbfg5nU6n5s2b123dNelkidFIGhoauh0j0bPfAETGDDQgAbxeb5dRLp2dnSk7d3l5uUpKSqiRDACIyZIlS5I6w2r16tUaOnRo6OeeOhzCB4GEPy5WgwcPNt0WfrzwkabZxOv1avny5eluRlazWCwZl4AMJvHCR7gH12ABAACJceqsbafTGXPfSbCfZ9u2bRkXR6D3SkpKusxMTGT/XVVVldxut6ZMmaK1a9eqoaFBJSUlOnToUJfPkM/n6/I5DJYSra6uDpXBP5VhGF3aHb5WG/EjkFwk0IA+8nq9Sbv4xmLPnj2mF1hGMQMATjV37lzNmjUrqecoLS3V4MGD9cknn6i1tTXqvsHtBQUFvVqDYPv27WptbdXkyZNlsVi6bAsfZWw2WzvTsfZZ3/Xv3z/dTYiIUowAAKSWWVnHU/tOTu3nQe5obm7u1eOcTqd27NjRYynPU5Nj8ZzPrG9PMq/qESw/CiB5SKABfZTuji3DMEJrrpWVlenw4cOMYgYAmCopKVFJSUlSz1FQUKDzzz9f69atU0tLiwzD6JbcCjp48KCkk2uPDRkyJK7zPPXUU3ryySclnUxG3HDDDV22Hzp0KHR72LBhcR07U1COue+yNXkKAAASK9YZ4Onu50HmKC8vD61vlomJVb4rIJuFV3TL5L5sEmhAH2XSxaq5uTlj1vYAAOS3Sy+9VOvWrVNbW5s+/vhjnXHGGd326ejo0L59+yRJl1xySVzH7+zs1NNPPx36eefOnd32CR/xec4558R1/ExRUVERsdQQYjd+/Ph0NwEAAGSIWGaAZ1I/D9LHarV2KQMf/NzcddddoYHs6cbSLchWpyakM7ksaeTVMwHELNMuVgsWLIhrUVEWIQUAJMMVV1yhM888U9LJMouR7NixQ52dnRo8eLCmT58e1/FbW1tD66uVlpaqurq62z5btmyRdHINrMrKyriOnykox9x3vIYAACAemdbPg/SI9DlwuVxasmRJGloTGXEuspXZTN9MnAFMAg3oo0y7WDU1Ncnn86mzszOUvTdLigWz/bHuDwBArKxWq+bMmSNJev311yPuE7y/urpaxcXF3bYvXbpU06ZN0/z583XkyJEu20pLS1VaWqqCggLV1dXp3HPP7bI9EAjotddekyTNmDEjlMzLJsGSFui9mpqajBvBCAAAMlum9fMgPcw+B4mMz83K3JspLy+X1WqVw+GgAhWymtlM30ycAUwCDegjl8slj8cjh8MRuojV1NSku1ldxJvVp7MOAJAIl19+uaqqqvTqq69q165dXbZ9/PHHevHFF3XNNddoxowZ3R7b2tqql156SSdOnFB9fb02b97cZbvFYtHMmTMVCATU2dnZ7fHPP/+8mpubddFFF4USedkkfJALem/58uUMDAIAAHGJ1M/j8Xhkt9vT3TSkQHl5edTkVLQOfofDoauuusp0e3FxcZfPVCAQiPhZMwwj4v2NjY3y+/2qr68neYasZjbTNxNnAFsMwzDS3QhkrkmTJkmS3nrrrTS3JPuMHDlSTU1N6W6GpJOzAPx+f7f7bTZbxE5Hs/0BIBdwbUu9p59+Wi+88IKmT5+us846S3v37tXKlSt1ySWXaM6cObJarREft3TpUr3yyisaM2aM7r//fg0aNKjbPs8++6zWrFmjyspK2e12dXZ2asOGDdqwYYO+8pWv6Prrr495ZGcmfTacTifJswRxOByqr69PdzMAIC0y6dqG7MBnxtypa/Ygd1gsFo0fP161tbU9JqbM4vTwmNPr9XZZK628vFyLFy8m6YW8Fayu0tDQoIqKCk2ZMkXLly/vtl+yZlb25dpGAg1RETj1nllyKlnKy8tlGEbEhUztdrtKS0u1bds29evXT+3t7Ro/frwOHToUcX86mgDkMq5t6dHS0qKNGzfqwIEDKi0t1eTJk3XGGWck5NhHjx7Vpk2btH//flmtVtntdk2YMEH9+/eP6ziZ9NlIdRyRyxgYBCCfZdK1DdmBz0x04Z3AFouFGCPFysvLdd1112nt2rWhPq62traYHmc2yL2mpkZ1dXUxt8EskUpJRSAys9+ZmpoarV27NpRUiyWB3Vt9ubZRwhFIklRPOW1qatL06dMjbtuzZ498Pp8CgYDa2tpkGIZ8Pl/E5JlEvW8AQOINHTpUU6dOlcvl0pe+9KWEJc+kk6VQpkyZoq9+9auaMWOGPve5z8WdPMs0mVi6IlvxWgIAgERxuVyqr6+X3+8XcxKSx263q6amJmIJw7q6OtXX16uzs1MnTpyQx+OJeiyHw6HGxkZ5PB6Vl5d3OYfH44kreSaZl/gkeZa/vF6vnE6nbDabnE4nJeRPYbZU0Nq1a0N/TzO5LCkJNCBJ0pGEWrt2bbeLeHhwEEl5eTkXfQAAMgyDWRKH1xIAACSD2SAdh8OhmpqaFLcm+5SXl0dMkhmGoaamplCirKfO9WBCy6z/KxgLulwuNTY2yjCM0Dl62/8VnkjN5I5/JF/42tWdnZ3y+XyqqqoiiRbGbN3AaOsJZhISaECSnDoiJdb1V/qioaGh20V87969UR+zd+9eLvoAAGSYYByBvrHb7cQ2AAAgKcwG6dTW1qqurq5Ln1B5ebnsdnuKW5g4VqtVxcXFoZ/D+7hsNpuuuuqqiImwSDO1ggms8Nlkfe2TCibHmBmGVDObXWV2fz4yG2yQLZVCWAMtA2zfvl3333+/fvWrXyXsmMePH9dzzz2nN954QzabTe3t7Ro1apRmzpyp0aNHx3wcal8nTioSaJHWLjNb3DTaYwAgl3Ftg5lM/GykIn7IZXSaAMh3mXhtQ2bjMxOf8DXRYlnDx2wtoGQqLy9XSUmJGhoaNGTIEH3yySfy+/2hOHP8+PFJXXsIyGVma1ezDvPfZcK6gayBluWeeeaZhB7v0KFDuu222/Tee+9p8eLFeuSRR7R8+XKdf/75uvXWW/XnP/85oedDdME6uKkQafRTT2WLKGsEAEBmCa+hb7PZ0t2crFVWVkZHEAAASKp4S/mdWq0oODPNarXKbrd3meUlnYxngmUOCwoKVFhYKIvF0m02V7R/jY2NoTY2Nzero6NDhmEoEAgoEAhQjQjog2yfXZUK2b5uIN/I06ilpUWPP/641q9fr0996lMJOWZ7e7sWLlyolpYW/eQnP1FRUVFo2xe/+EX5fD653W49+OCD/CKnQCpHFl111VUR//AE73O73dq2bZsKCgpCIyB6Wh8NAACkVjpGJeeq5ubmdDcBAACgG5fLlTUdxwCiq62tjfj9jQkLXWXz3z1moKXY7t27deedd+q2227T7bffrpdffjmhx3/22We1detWXXnllV2SZ0GVlZVqa2vTkiVLIk4vRWItWLAgZedas2aN5s2bF3FbcETUU0891WX6cFNTEwtbAgCQQaiVDwAAAADZIdtnV6FnJNBSbPTo0XrooYe0bNkyPfXUUxo3blzCjn306FGtXLlSkvSZz3wm4j7nnnuuioqK1NjYmPDkHbprampK6fmWL18eNRnGwpYAAGS2hoaGdDchZ9jt9nQ3AQAAAECOi7eUK7ILCbQcsnbtWh05ckSSdNZZZ0Xcx2q1auTIkZKkF154IVVNQwpFS4aZdcrRWQcAQGagxHbiLFmyJN1NAAAAAABkMRJoOWTjxo2h28OHDzfdL7itoaEhlHBDcqRj5HO0ZBgLWwIAkD5er1dOp1M2m01OpzPirHFq5SdGeXl5aORnLK87AAAAAACnsqW7AUic+vp6SdKAAQNUWFhoul9paakkKRAIaOvWrbrwwgujHnfHjh26+uqre92u1atX9/qx2W7JkiURF5K0WCwyDCMp5xwxYoTpNha2BJAr+nJd2rFjh8aOHZvA1gA983q9Xa7BPp8v9HN4iY/gbbfbrYaGBlVUVISu03fddZf27Nkj6WSCaPHixRGv65D27t0rKfbXHQAAAACAUzEDLUf4/X4dPnxY0skEWjQDBw4M3T548GBS25XvzBaSDAQC8ng8slgsCT9nU1OT6chqFrYEACA94lmHNFINfZfLpaamJhmGIcMw1NjYyPU7iuDsetZ/BQAAAAD0FjPQcsThw4dDM5pstuhva/j2YNItmrFjx+b1LLK+OnUkebDDxuVyJW3UuNvtNu1UC3bCAUA268t1adKkSQlsCRCbZK1DWlZWpubm5j4dIxcFZ+2x/isAAAAAoLdIoOWIoqKi0O1AIBB13/Dt0Uo9IjHmzZun5cuXh34OLx2ULNu2bUvq8QEAQHwqKirk8/ki3t8XPVUeyDeFhYVasWJFaLBQsl53AAAAAEDuI4Gmk+tUJXOGVSpmbxUXF6tfv37q6OhQR0dH1H3b29tDt4cOHZrspuU1r9fbJXkWzu12J20ttEAgoJEjR2rx4sXMNgMAIAP0dh1Sr9fbbT208Gv7vn37Et7WbBZMngVfN7NBRaz/CgAAAADoCQk0SXPnztWsWbPS3Yw+GzlypHbu3KlPPvlEhmGYrq/V2toaul1eXp6q5uWlaOtrNDQ06B//8R+1Zs2apJy7qakp1FFHEg0AgPQ6taRzpGTYqbxeb5ekW/gs9p5mWOUju90eSp5FSlZaLBaNHz++x9cdAAAAAACJBJokqaSkRCUlJeluRp9NmjRJO3fuVCAQUEtLi8rKyiLud/DgQUknZ5+dffbZqWxi3om2vkZFRYVWr15tmuhMlGjroQEAgNSJdx1Ss4E4CxYsCCXihg8fnqjmZb0lS5ZIMn/dxo8fr/r6+lQ2CQAAAACQxQrS3QAkziWXXBK6vWfPHtP9mpqaJEkXX3xx0pM3+S7a+hqpKh0ULYkHAAAyg9frldPplM1mk9PplNfrNb2GNzU1yefzqbOzMxTz2Wz5PS6urKxMs2bNktPpNC3bSEwEAAAAAIgHCbQc4nQ6dd5550ky7yBobm7W/v37ZbVadf3116eyeXnJLElWU1OTsllh0ZJ4AAAgtSIlyoIlB4NJsWCpxs7OzpiPGwgEktjqzNfc3Bx67cxeC2IiAAAAAEA8SKBlmaVLl2ratGmaP3++jhw50m37nDlzZLPZ9MYbb0R8/Ouvvy5Juu6663TmmWcmta04WarJ4/HI4XDIarXK4XDI4/Gorq4utE9hYWFS25CqmW4AACA6s0TZggUL+nzsfE+gxYKYCAAAAAAQDxJoadbe3t7l/2haW1v10ksv6cSJE6qvr9fmzZu77TNu3Djdfvvt2rJli95+++0u244dO6Zf//rXmjhxoubOnZuYJ4AeuVwu1dfXy+/3q76+vtvMs7a2tqSd2+PxsP4ZAAAZwmxtrmB5bSSHzWYjJgIAAAAAxC2/F0tIg927d+vRRx+VJPn9fr377ruSpJaWFt1yyy0aOHCgJKm6uloTJkzo8tghQ4aosrJSr7zyisaMGdNte1BlZaUsFosefPBBXXPNNaqoqFBLS4tWrlyp8ePH67bbbpPVak3is0Q0Xq9XbrdbDQ0NSS8lVFVVpbvuuktLliyh0wgAgDRjDa7Es1gsMgwj6j5+v584CAAAAEBWO7VPuba2lu85KWAxevrGiax19OhRvfnmm9q3b5+Ki4s1ceJElZeXx3WMSZMmSZLeeuutZDQx7wRLN6UDI68B4CSubTCT7M+G0+mUz+frdr/dbteePXuSck6cxFceIHPQ+ZNaxD2IF58ZAMg8Zn3K9PfGpi/XNko45rDi4mJdeeWVmjlzpq677rq4k2dIPLPSTbl+bgAAYL4G1/Tp02W321PcmtwSbU1ZYmAgc5itBen1etPdNAAAgIxl1q9Lf2/ykUADUiidpZsoGwUAQHq5XC7V1NR0u3/58uWaPn16GlqUO/x+vzweT8RtixcvTnFrAJih8wcAACB+Zv269PcmHwk0IIXM1jyz2ZK/HGGy11sDAAA9W7t2ren9Ho9HZWVlKW5RbhgxYoRcLpc8Ho8cDoesVqscDgclTYAMQ+cPAABA/Mz6denvTT4SaEAKmZVuuummm9J2bgAAkDo9dR43Nzd320ZSrWfBNc5cLpfq6+vl9/tVX19P8gzIMHT+AAAAxM+sX5f+3uQjgQakkNnI6Lq6utD9yXDVVVfRgQQAQAaI1nlsVsJswIABPR63oKAgr2ew7du3L91NQI7yer1yOp2y2WxyOp2s1dVHdP4AAADEj2ob6UMCDUixU0dGS5LT6dSsWbMknUx2Jdqrr76a8GMCAID4Res8Npudtm/fvohrp4UbN26cXC6XDh48qJqaGhUWFva5rdmE2StIBq/Xq6qqKvl8PnV2dsrn86mqqookWh/Q+QMAANA7VNtIDxJoQBpF+lK+Zs2ahJ/H7/d3+6LPaFoAAFIvWudxtNlpwdnq5eXlEfcJT8zV1dXpxIkTMgxDHo8nKc8j0zB7BclgNivU7H7Ehs4fAAAAZAsSaEAapfLLd/i5GE0LAED6mHUe91TazOVyqbGxMa7ZG5ESdldddZVsNltynlwKlJeXM3sFKdHTmoUAAAAAclv2fnMGckAqv3xv27ZNTqdTDQ0Npp1mbrebDigAANIkeA12u91qaGhQRUWFamtru12bXS5XXNdrs/29Xm/oXMOHD5fFYtHevXs1YsQIGYahPXv29O0JJcnixYuJV5ASFRUV8vl8Ee8HAAAAkPuYgQakUSq/fAcCgdCMs7a2toj7MJoWAID0SmVps/BzNTU1qbGxUX6/X42NjWpqagqVgDx1tlcy1muNBbPNkGo9zQoFAAAAkNtIoAFplGlfvhlNCwAAwkVK6K1evTpiYs0wjNC/RCfZPB4PayUh5aKtWQgAAAAg95FAA9LI7Et5umRaQg8AAGSmnmbKrV69uktCzTAMORyOiMcqLCzsEgeRsEAmSeWsUAAAAACZhTXQgDSLtC7J7NmzTcssJlJhYaH8fr/pGisAAACJUltbq6qqqm73r1ixIuI6bwAAAAAApBMJNCDDeL3elCTPpMgdVgAAAMkQjDncbrcaGhoYwAMAyFvbt2/X/fffr1/96lcJO+bx48f13HPP6Y033pDNZlN7e7tGjRqlmTNnavTo0Qk7DwAA+YQEGpBBvF5vxJHZieZwOOiwAgAAKRdp5j0AAPnmmWeeSejxDh06pH/5l39ReXm5Fi9erOLiYknSqlWrdOutt+oHP/iBLrnkkoSeEwCAfMAaaEAGcbvdKTnPlClTJElOp1M2m01Op1Nerzcl5wYAAAAAIB+1tLTowQcf1Pr16xN2zPb2di1cuFAtLS36/ve/H0qeSdIXv/hFXXHFFaHZ3wAAID7MQAMySKoC2p/97Gdavnx56Gefzxea+caocAAAAAAAEmP37t169NFH1d7erkOHDungwYMJPf6zzz6rrVu3avr06SoqKuq2vbKyUqtWrdKSJUv0i1/8QlarNaHnBwAglzEDDcggFRUVKTlPZ2dnxPtTNQMOAAAAAIB8MHr0aD300ENatmyZnnrqKY0bNy5hxz569KhWrlwpSfrMZz4TcZ9zzz1XRUVFamxs1Msvv5ywcwMAkA9IoAEZpLa2Nq3np6QDAAAAAADZYe3atTpy5Igk6ayzzoq4j9Vq1ciRIyVJL7zwQqqaBgBATiCBBmQQl8slj8cjh8ORlvPbbDbWRAMAAAAAIAts3LgxdHv48OGm+wW3NTQ0hBJuAACgZ6yBBmQYl8sll8slm81mWmoxWdra2iSxJhoAAAAAAJmuvr5ekjRgwAAVFhaa7ldaWipJCgQC2rp1qy688MKox92xY4euvvrqXrdr9erVvX4sAACR9OW6tGPHDo0dO7ZXj2UGGpChkr0eWmFhoRwOh6xWq2mgzZpoAAAAAABkHr/fr8OHD0s6mUCLZuDAgaHbBw8eTGq7AADIJcxAAzJUbW1taBZYMgRnm516OxxrogEAAAAAkHkOHz4swzAknVyOIZrw7cGkWzRjx45lFhkAIKP05bo0adKkXj+WBBqQoYKlE5OZRPP5fFG3J3sWHAAAAAAAiF9RUVHodiAQiLpv+PZopR4BAEBXJNCADOZyuTR79mzTGWLJVltbm5bzAgAAAACQLEuWLEnqDKtUzN4qLi5Wv3791NHRoY6Ojqj7tre3h24PHTo02U0DACBnkEADMtzYsWNDCwOngtVqVUVFhWpra0Oz4AAAAAAAyBVz587VrFmz0t2MPhs5cqR27typTz75RIZhyGKxRNyvtbU1dLu8vDxVzQMAIOuRQAMy3I4dO1J2LofDkdJkHQAAAAAAqVZSUqKSkpJ0N6PPJk2apJ07dyoQCKilpUVlZWUR9zt48KCkk7PPzj777FQ2EQCArFaQ7gYAiC6V5Rsp2QgAAAAAQHa45JJLQrf37Nljul9TU5Mk6eKLLzadpQYAALojgQZkuFQs8FtWViaPx0PJRqSE1+uV0+mUzWaT0+mU1+tNd5MAAAAAIOs4nU6dd955kqSGhoaI+zQ3N2v//v2yWq26/vrrU9k8AACyHgk0IMPdeOONST9Hc3Nz0s8BSCeTZ1VVVfL5fOrs7JTP51NVVRVJNAAAAACIYOnSpZo2bZrmz5+vI0eOdNs+Z84c2Ww2vfHGGxEf//rrr0uSrrvuOp155plJbSsAALmGBBqQ4erq6lRTU5P0MgtVVVWyWq3MCEJSud3uuO4HAAAAgFzS3t7e5f9oWltb9dJLL+nEiROqr6/X5s2bu+0zbtw43X777dqyZYvefvvtLtuOHTumX//615o4caLmzp2bmCcAAEAesaW7AQB6VldXp0svvVRVVVVJPU8gEAjNCJJESUcknFlZEbP7AQAAACCb7d69W48++qgkye/3691335UktbS06JZbbtHAgQMlSdXV1ZowYUKXxw4ZMkSVlZV65ZVXNGbMmG7bgyorK2WxWPTggw/qmmuuUUVFhVpaWrRy5UqNHz9et912m6xWaxKfJQAAucliGIaR7kYgc02aNEmS9NZbb6W5JZCkkSNHhhb/TbbCwkKtWLGCJBoSyul0yufzdbvf4XCovr4+DS1CPuLaBjN8NgAAuYZrW345evSo3nzzTe3bt0/FxcWaOHGiysvL4zoGnxkAQK7py7WNGWhAFlm8eHHSZ6EFtbW1MRMNCVdbWxvxM1xbW5uG1gAAAABA7iguLtaVV16Z7mYAAJAzWAMNyCIul0s1NTUpPSdrUyGRXC6XPB6PHA6HrFarHA6HPB4PSVoAQFy8Xq+cTqdsNhvrtwIAAAAAkoIZaECWCa6HNnv2bLW1tSX9fKxNhURzuVwkzAAAveb1ervMZmb9VgAAAABAMjADDchCLpdLK1asSMm5RowYkZLzAAAAxMJsdjyz5gEAAAAAiUQCDchSLpdLdrs96edpamqiLBIAAMgYZrPjmTUPAAAAAEgkEmhAFtu3b19KzrNgwYKUnAcAAKAnFRUVcd0PAAAAAEBvkEADsliqOoqamppSch4AAICe1NbWxnU/AAAAAAC9QQINyGJ0FAEAgHzjcrnk8XjkcDhktVrlcDjk8XjkcrnS3TQAAAAAQA4hgQZkMZfLpeLi4pSci3XQAABApnC5XKqvr5ff71d9fT3JMwAAAABAwpFAA7Lc0KFDU3KeqqoqOZ3OpCXSvF6vnE6nbDZbUs8DAAAAAAAAAEBPbOluAIC+2bt3b8rO5fP5VFVVJUkJHent9XpDx03meQAAAAAAAAAAiAUz0IAsV1FRkfJzut3ulBwv0ecBAAAAAAAAACAWJNCALFdbW5vyczY0NMS1f0/lGc2OF+95AAAAAAAAAABIBBJoQJZzuVzyeDwqLy9P2TltNlvMa5QFyzP6fD51dnaGyjOGP95sFl06ZtcBAAAAAAAAAEACDcgBLpdLjY2N8ng8KTlfW1ubqqqqVFBQEHFGWbhYyjOazaJLx+w6AAAAAAAAAABIoAE5xOVyqaysLGXnMwwj4oyycLGUZwzOonM4HLJarXI4HPJ4PHK5XElpNwAAAAAAAAAA0ZBAA3LMsmXL0nJes5lmsZZndLlcqq+vl9/vV319PckzAAAAAAAAAEDakEADcozL5VJNTU3Kz7t169aI91OeEQAAAAAAAACQbUigATmorq5Odrs9pee0Wq0R76c8IwAAAAAAAAAg29jS3QAAybFv376Uns/v98vr9UZMjLlcLhJmAAAAAAAAAICswQw0IEeZrT2WTGbroPWF1+uV0+mUzWaT0+mU1+tN+DkAAAAAAAAAAAhHAg3IUelYY6yhoSGhx/N6vaqqqpLP51NnZ6d8Pp+qqqpIogEAAAAAAAAAkooSjkCOCpZMnD17ttra2lJyzkTOevN6vZo9e3bEbW63m5KQAJCltm/frvvvv1+/+tWvEnbM48eP67nnntMbb7whm82m9vZ2jRo1SjNnztTo0aMTdh4AAAAAAJA/mIEG5DCXy6UVK1ak7Hw+ny8hZRaDM8/MEn+JnukGAEidZ555JqHHO3TokG677Ta99957Wrx4sR555BEtX75c559/vm699Vb9+c9/Tuj5AAAAAABAfiCBBuQ4l8slj8ejwsLClJwvEWUWe1pLLR3ruwEA+qalpUUPPvig1q9fn7Bjtre3a+HChWppadH3v/99FRcXh7Z98Ytf1BVXXCG3283ACwAAAAAAEDcSaEAeSPVMNOlk6cjeJtF66uhMx/pusfJ6vXI6nbLZbAmZjQcA2Wz37t268847ddttt+n222/Xyy+/nNDjP/vss9q6dauuvPJKFRUVddteWVmptrY2LVmyRJ2dnQk9NwAAAAAAyG0k0IA8EZyJNnTo0JScr62trdcz0cxmmBUWFsrj8WTs+mfB0pM+n0+dnZ0JmY0HANls9OjReuihh7Rs2TI99dRTGjduXMKOffToUa1cuVKS9JnPfCbiPueee66KiorU2NiY8OQdAAAAAADIbSTQgDzicrnU3Nyc0nP2VI4xErMZZitWrMjY5Jlk/lx78xoAAKJbu3atjhw5Ikk666yzIu5jtVo1cuRISdILL7yQqqYBAAAAAIAcYEt3AwDktt6sOxNMkgXXramoqFBtbW1GJ88k8+fK2jsAkHgbN24M3R4+fLjpfsOHD9eOHTvU0NCgI0eOaNCgQVGPu2PHDl199dW9btfq1at7/VgAACLpy3Vpx44dGjt2bAJbAwAAkD+YgQbkofLy8pSdy6wcY09cLpfq6+vl9/tVX1+f8ckzyfy59vY1AACYq6+vlyQNGDBAhYWFpvuVlpZKkgKBgLZu3ZqKpgEAAAAAgBzADDQgDy1evFhVVVUpOZdZOcZcVFtbG/F1zafXAABSwe/36/Dhw5JOJtCiGThwYOj2wYMHezz22LFjmUUGAMgofbkuTZo0KYEtAQAAyC/MQAPykMvlksfjSfp5ysrKYp455vV65XQ6ZbPZ5HQ65fV6k9y6xAu+rg6HQ1arVQ6HQx6PJytmzwFANjl8+LAMw5Ak2WzRx4OFbw8m3QAAAAAAAHpCAi0H7d+/P+r2lpYW+f3+FLUGmcrlcqmsrCyp54i1o9Lr9aqqqko+n0+dnZ3y+XyqqqrK2iRatpWeBIBsU1RUFLodCASi7hu+PVqpRwAAAAAAgHCUcMwA27dv1/33369f/epXfT7WgQMHVF1drcmTJ+uKK67Q2LFjNXDgQB07dkyNjY3auHGj3nvvPS1atEhDhgxJQOuRzZYtW5bUUo6R1v7yer1yu91qaGhQRUWFamtr5Xa7Iz7e7XaTgAKABFuyZElSSxSmovxhcXGx+vXrp46ODnV0dETdt729PXR76NChyW4aAAAAAADIESTQMsAzzzyTsGP5/X4ZhqGNGzdq48aN3bZPnDhRDzzwAMkzSFIoObVgwQI1NTUl/PjBtb+CSbOtW7eGSm5JCs00s1gsER/f0NCQ8DYBQL6bO3euZs2ale5m9NnIkSO1c+dOffLJJzIMw/Ra0traGrpdXl6equYBAAAAAIAsRwItjVpaWvT4449r/fr1+tSnPpWw4w4ePFgTJkzQ5s2bdfToUZWWlurss89WZWWlLrvsMtMOJuQnl8sll8ulefPmafny5Qk/frA8YzT9+/dXW1tbt/sjzWADAPRNSUmJSkpK0t2MPps0aZJ27typQCCglpYW07LEBw8elHRy9tnZZ5+dyiYCAAAAAIAsRgItxXbv3q1HH31U7e3tOnToUKhTJ5EGDhyoe+65J+HHRW6rq6vTpZdemtCSjm63W4cOHepxP7PyW8EZbAAAnOqSSy7Rf//3f0uS9uzZY5pAC86wvvjiixlEBAAAAAAAYlaQ7gbkm9GjR+uhhx7SsmXL9NRTT2ncuHHpbhIQ4nK5ZLfbE3Y8n8+nPXv29LjfuHHj5PF4JIhu0AAAMc5JREFU5HA4ZLVa5XA45PF4WP8MAGDK6XTqvPPOk2Re8re5uVn79++X1WrV9ddfn8rmAQAAAACALEcCDUAXS5YsSfk5p0yZIpfLpfr6evn9ftXX15M8AwBo6dKlmjZtmubPn68jR4502z5nzhzZbDa98cYbER//+uuvS5Kuu+46nXnmmUltKwAAAAAAyC0k0HJUa2urnnjiCT3wwAP67ne/q5kzZ+o73/mOnn/++YhrTQFBLpdLHo8npedcu3Zt6LbX61V5ebksFossFotGjhwpr9eb0vYAAJKjvb29y//RtLa26qWXXtKJEydUX1+vzZs3d9tn3Lhxuv3227Vlyxa9/fbbXbYdO3ZMv/71rzVx4kTNnTs3MU8AAAAAAADkDdZAy0Gtra1atGiRampqVF5eLkk6fvy4li1bpscee0yrVq2S2+3WsGHDYjrejh07dPXVV/e6PatXr+71Y5EeLpdLr732mpYvX56S8wVLb3m93m5rsDU1NYXuY1YagKC+XJd27NihsWPHJrA1MBNc+1WS/H6/3n33XUlSS0uLbrnlFg0cOFCSVF1drQkTJnR57JAhQ1RZWalXXnlFY8aM6bY9qLKyUhaLRQ8++KCuueYaVVRUqKWlRStXrtT48eN12223yWq1JvFZAgAAAACAXEQCLQcdP35cc+fODSXPJGnAgAG688471dDQoPfff1/33XefHn30URUUMAkRkdXV1endd9/VmjVrkn6uiooKSZLb7Tbdx+12d0mgeb1eud1uNTQ0qKKiQrW1tSTYACDDBNd+7a077rhDd9xxR4/7ffGLX9Tll1+uN998Uzt37lRxcbHuvffeLrEQAAAAAABAPEig5Zh+/frJbrdr9OjR3bZZrVZNnTpVjz/+uLZv365169ZpypQpPR5z7NixzCLLU6tXr1ZBQYEMw0jqeWprayVJW7duNd0nOEtN6j5TzefzMUsNyDN9uS5NmjQpgS1BpiguLtaVV16Z7mYAAAAAAIAcwfSjHHPaaadp2bJlptuDM30kaf369aloErLc+PHjU3Ier9cbNVHX2dkpp9MZmnkWSbQZbAAAAAAAAAAAxIoZaJKWLFmS1BlWqZ69NXjwYNNtQ4cODd1ubGxMRXOQ5Wpra7utS5ZosSa+gjPNzEqPhs9SAwAAAAAAAACgt0igSZo7d65mzZqV7mYkzPbt29Xa2qrJkyfLYrF02RaeeGhvb09105CFgiUR77rrLu3Zsycp54g38dWvXz+1tbV1uz98hiUAAAAAAAAAAL1FAk1SSUmJSkpK0t2MhHjqqaf05JNPSjqZ+Ljhhhu6bD906FDo9rBhw1LZNGQxl8sVSqQ5nU75fL6EHj+Y+Ir1uGbJ3+BaagAAAAAAAAAA9AVroOWQzs5OPf3006Gfd+7c2W2f5ubm0O1zzjknJe1CbklGkmrKlClxHXf8+PHyeDxyOByyWq1yOBzyeDyhJB8AAAAAAAAAAH3BDLQc0traqo6ODklSaWmpqquru+2zZcsWSZLFYlFlZWVK24fcEExSud3uhM1EW7t2rerq6iRJCxYsUFNTU9T9a2tru8yKAwAAAAAAAAAgkZiBlmWWLl2qadOmaf78+Tpy5EiXbaWlpSotLVVBQYHq6up07rnndtkeCAT02muvSZJmzJihM888M2XtRm5xuVyqr6+Xx+NJyPF8Pp+8Xq9cLlfUcqrl5eXMNAMAAAAAAAAAJB0JtDQLruVktqZTuNbWVr300ks6ceKE6uvrtXnz5i7bLRaLZs6cqUAgoM7Ozm6Pf/7559Xc3KyLLrpIc+bMScwTQF5zuVzyeDwaOnRon49VVVUlr9erhoYG031KSkpIngEAAAAAAAAAko4Sjim2e/duPfroo5Ikv9+vd999V5LU0tKiW265RQMHDpQkVVdXa8KECV0eO2TIEFVWVuqVV17RmDFjum2XTs4s6+jo0L333qvKykrZ7XZ1dnZqw4YN2rBhg2688UZdf/31slgsSX6myBfBUoper1dVVVV9OtaCBQtUUVFhWhoyWnINAAAAAAAAAIBEIYGWYqNHj9ZDDz3U68ffcccduuOOO6Luc/311+vaa6/Vpk2b9MEHH8hqteqyyy7Tbbfdpv79+/f63EA0iVgbrampSdddd53p44cPH97r9gEAAAAAAAAAECtKOOao4uJiTZkyRV/96lc1Y8YMfe5znyN5hqQLro1mtVp7fYy1a9eqpqYm4rY9e/bI6/XGdByv1yun0ymbzSan0xnz4wAAAAAAAAAAIIEGIOEqKip6/diGhgbV1dWpvLw84na3293jMYLlJH0+nzo7O+Xz+UJrrAEAAAAAAAAA0BMSaAASrra2ttePDSbf9u7dG3F7LOugmSXZYkm+AQAAAACQTfbv3x91e0tLi/x+f4paAwBA7iCBBiDhXC6XPB6PHA6HrFarHA6HaVnGUwWTb2az2GKZ3WaWZIsl+QYAAAAAQDJt375d1dXVCTnWgQMHVF1drdraWv3f//2fdu3apY8++ki7du3Sn/70Jz300EO6++67dezYsYScDwCAfGJLdwMA5CaXyyWXy9XlvksvvVRut1s+ny/iY8rLy0OPqa2tVVVVVbd9YpndVlFREfEcfSktCQAAAABAIjzzzDMJO5bf75dhGNq4caM2btzYbfvEiRP1wAMPaMiQIQk7JwAA+YIZaABSxuVyqb6+Xh6PJ+L26667Tk6nUzabTW63WzU1NV1msXk8nm5JuUjMkmx9KS0JAAAAAEBftLS06MEHH9T69esTetzBgwfr85//vAYPHqyCggKVlZXpggsu0L333qtFixaprKwsoecDACBfMAMNQMoFk2But1tbt25V//791d7eruXLl4f28fl88vl8qqmpUX19fa+P39DQoIqKCtXW1saUfAMAAAAAIFF2796tRx99VO3t7Tp06JAOHjyY8HMMHDhQ99xzT8KPCwBAviOBBiAtgsmsqqoqtbW1me63fPlyXXrppXEnvyKVkAQAAAAAIJVGjx6thx56KPTznXfeqXfeeSeNLQIAALGihCOAtLnrrrti2s/tdke83+v1hko+Op1Oeb3eRDYPAAAAAAAAAJCnmIEGIG327NkT034NDQ3d7vN6vaqqqgr97PP5Qj8z8wwAAAAAkE9aW1u1cuVKNTU16cCBA/roo490xhln6POf/7yuvfZaFRYWpruJAABkHRJoAJLm6quvliStXr26T8epqKjodp/ZrDS3200CDb2SqM8rACQKf5cyA+9D+vEepB/vQfrxHiCa1tZWLVq0SDU1NSovL5ckHT9+XMuWLdNjjz2mVatWye12a9iwYTEdb8eOHaHPXG/wOc0c/O1AMvH5QrKFf8b6cl3asWOHxo4d26vHUsIRQNoEA/ue1NbWdrsv0qy0aPcDAAAAAJCLjh8/rrlz53b5jj1gwADdeeedGjlypN5//33dd999CgQCaWwlAADZhxloANJm8eLFXcowBtntdu3bt08VFRWqra2NOKOsoqJCPp8v4v0AAAAAAOSDfv36yW63a/To0d22Wa1WTZ06VY8//ri2b9+udevWacqUKT0ec+zYscwoAQBklL5clyZNmtTrxzIDDUDauFwueTweORwOWa1WORwOeTweNTU1ye/3q76+3rQcY6RZadHuBwAAAAAg15x22mlatmyZ6fbwQabr169PRZMAAMgZzEADkFYul6tXa5YFH+N2u9XQ0BB1thoAAAAAAEFLlixJ6gyrVM/eGjx4sOm2oUOHhm43NjamojkAAOQMEmgAslZvk28AAAAAgPw1d+5czZo1K93NSJjt27ertbVVkydPlsVi6bKtoODvxafa29tT3TQAALIaCTQAAAAAAADkjZKSEpWUlKS7GQnx1FNP6cknn5R0cpDpDTfc0GX7oUOHQreHDRuWyqYBAJD1WAMNAAAAAAAAyDKdnZ16+umnQz/v3Lmz2z7Nzc2h2+ecc05K2gUAQK4ggQYAAAAAAABkmdbWVnV0dEiSSktLVV1d3W2fLVu2SJIsFosqKytT2j4AALIdCTQAAAAAAAAgAy1dulTTpk3T/PnzdeTIkS7bSktLVVpaqoKCAtXV1encc8/tsj0QCOi1116TJM2YMUNnnnlmytoNAEAuIIEGAAAAAAAApEB7e3uX/6NpbW3VSy+9pBMnTqi+vl6bN2/ust1isWjmzJkKBALq7Ozs9vjnn39ezc3NuuiiizRnzpzEPAEAAPKILd0NAAAAAAAAAHLR7t279eijj0qS/H6/3n33XUlSS0uLbrnlFg0cOFCSVF1drQkTJnR57JAhQ1RZWalXXnlFY8aM6bZdOjmzrKOjQ/fee68qKytlt9vV2dmpDRs2aMOGDbrxxht1/fXXy2KxJPmZAgCQe0igAQAAAAAAAEkwevRoPfTQQ71+/B133KE77rgj6j7XX3+9rr32Wm3atEkffPCBrFarLrvsMt12223q379/r88NAEC+I4EGAAAAAAAAZLHi4mJNmTIl3c0AACCnsAYaAAAAAAAAAAAAEMZiGIaR7kYgc5WVlenEiRMaN25cupuCLLRjxw5J0tixY9PcEqBnfF7zx7Zt21RUVKTm5uZ0NwUZJtPiHv4uZQbeh/TjPUg/3oP06+17QNyDeGVaPIS+4e83konPF5ItUZ+xvsRDJNAQ1VlnnaXW1lZ9+tOfTndTAABIiF27dmnIkCF6//33090UZBjiHgBAriHuQbyIhwAAuaYv8RAJNAAAAAAAAAAAACAMa6ABAAAAAAAAAAAAYUigAQAAAAAAAAAAAGFIoAEAAAAAAAAAAABhSKABAAAAAAAAAAAAYUigAQAAAAAAAAAAAGFIoAEAAAAAAAAAAABhSKAByCjbt29XdXV1upsBAEBO2r9/f9TtLS0t8vv9KWoNkD78LiDXdHR0qKWlJeo+PX3uAUCiXwZAZlm2bJmefPLJtJ3flrYzA0AEzzzzTLqbgDzj8/n0zDPPqKWlRVarVZJ05ZVXatq0aaGfASBdtm/frvvvv1+/+tWv+nysAwcOqLq6WpMnT9YVV1yhsWPHauDAgTp27JgaGxu1ceNGvffee1q0aJGGDBmSgNbnjkS+D0HHjx/Xc889pzfeeEM2m03t7e0aNWqUZs6cqdGjRyfsPNns8OHDeuaZZ7Rlyxb1799f7e3tOuecc1RVVaVhw4b1+rj5/LuQzLjn/fffl9frVVNTk/r376/Ozk5ddNFF+spXvqLCwsJEND9nJON9+O///m/9+te/1tSpUzV58mTZ7XYVFBSopaVFO3bs0Nq1azV+/HjNmTMnkU8FQA6iXwaxoC8FqbB//369/PLL+ud//ue0tYEEGoCM0NLSoscff1zr16/Xpz71qXQ3B3nit7/9rR5//HHde++9uuCCCyRJBw8e1H333afXXntN//qv/6r+/funuZUA8lkiOzD8fr8Mw9DGjRu1cePGbtsnTpyoBx54IOcSBomQ6I6kQ4cO6V/+5V9UXl6uxYsXq7i4WJK0atUq3XrrrfrBD36gSy65JKHnzDZNTU363ve+p4svvliPPPJIKCHz9NNPa+7cuXrggQc0fvz4Xh07X38Xkhn3rFu3TkuWLNFtt92m2tpaSdKRI0f07//+77rtttv07//+7yopKUnYc8lmyXof/H6/jh49qt/85jf6zW9+02Vbv3799I1vfEMzZ85MyHMAkJvol0Gs6EtBshmGIZ/Pp6VLl+rIkSNpbQsJNABps3v3bj366KNqb2/XoUOHdPDgwXQ3CXlk/fr1+ulPf6obbrghFPBJ0mmnnaa7775bs2bN0qJFi3TPPffIYrGksaUA8lGyOjAGDx6sCRMmaPPmzTp69KhKS0t19tlnq7KyUpdddhl/706RjPehvb1dCxcuVEtLi37yk5+oqKgotO2LX/yifD6f3G63HnzwQVVUVCTknNmmtbVVd999twYNGqRbb71VBQUnVx6wWq2qrq7WX//6Vy1cuFCPPvqoRowY0atz5NvvQjLjnq1bt2rRokWaOnWqpk6dGrp/0KBB+v73vy+Xy6WFCxdqyZIled+Zluz40+l0qqOjQ++//74CgYDOOOMMTZo0SdOnT9eoUaMS+VQA5Aj6ZRAv+lKQTM8995w2bNigw4cP6+jRozpw4EC6m0QCDUD6jB49Wg899FDo5zvvvFPvvPNOGluEfHH06FEtXbpUhmHoi1/8Yrftn/rUpzRhwgStW7dOf/zjH3XVVVeloZUA8k0qOjAGDhyoe+65J+HHzSXJfh+effZZbd26VdOnT++SPAuqrKzUqlWrtGTJEv3iF7/IyxI4P//5z/Xhhx/qpptuCiXPwl1zzTX6t3/7Nz388MNasmRJr86RT78LyYx7Ojs7tWTJErW3t6uysrLb9gEDBmjKlCl68cUX9d///d+qqqrq03PJZqmIPydMmKBZs2YlorkA8gT9MogHfSlItq985Sv6yle+Iknat2+fvvGNb6S5RVL3byMAAOS4lStX6pNPPtGoUaNUWloacZ/zzjtPkvSrX/1KnZ2dKWwdgHwV7MBYtmyZnnrqKY0bNy7dTcpLyXwfjh49qpUrV0qSPvOZz0Tc59xzz1VRUZEaGxv18ssvJ+zc2eLDDz/UmjVrJP39Wnyq4P2bN2+mky8GyYx7/vjHP2rPnj0aOHCgzj777KjHfv7553X06NH4Gp9DiD8BANmOaxnyEQk0AEDeefHFFyWd7CQ18+lPf1qStGfPHv3lL39JRbMAADlu7dq1oRr+Z511VsR9rFarRo4cKUl64YUXUtW0jLFq1Sp1dnbKYrGYlpw7/fTTNXjwYEl/v6bDXDLjnuCxR44caTpbMnjsTz75RGvXro352LmG+BMAkO24liEfUcIRAJBXdu3aFSrHNXz4cNP9wtdU2bRpkyZNmpT0tgFAKrS2tmrlypVqamrSgQMH9NFHH+mMM87Q5z//eV177bUqLCxMdxNz1saNG0O3o12Dhg8frh07dqihoUFHjhzRoEGDUtG8jLBp0yZJUklJiQYMGGC634gRI/TJJ5/o7bfflmEYvVpjIx9+F5IZ9xw5ckQNDQ09Hjt826ZNm/SlL32px2PnmlTGn9u2bdNLL72kQ4cO6aOPPlJra6vGjRunadOmacKECfE3HgAA0ZeC/EUCDQCQV/7617+GbpuVHDh1W319fRJbBACp09raqkWLFqmmpkbl5eWSpOPHj2vZsmV67LHHtGrVKrndbg0bNizNLc1NwevJgAEDoiZngtegQCCgrVu36sILL0xF89Lu+PHj+tvf/iYp+jU6fPuhQ4f0wQcfRB0JHUm+/C4kM+7x+XwKBAI9HnvAgAEqKirSiRMnurQnn6Qq/nz11Vd15MgR3Xrrrerfv78kaefOnVq4cKHuuusu/fM//7NqamriPi4AAPSlIF9RwhEAkFeCI6YkRR3ZPnDgwIiPAYBsdvz4cc2dOzeUMJBO/i288847NXLkSL3//vu67777Qp3iSBy/36/Dhw9Lin79kfL3GtTc3CzDMCQl/zXKl9+FZMY9sR47fPvhw4fzcj2UVMWfxcXFuuWWW0LJM0n6h3/4By1YsECS9Jvf/Ea//e1v4z4uAAD0pSBfkUADAOSVYOelJNls5hOxw7cdOnQomU0CgJTo16+f7HZ7xJk6VqtVU6dOlSRt375d69atS3Xzct7hw4dDyaFo159Tt4dft3JdrNfoU7fH+xrl0+9CMuOe3rxfhmHk1Wc6KBXxZ79+/XTxxRdHLGfqdDpDays+9dRTamtri+vYAADQl4J8RQlHAF0sWbJEq1evTtrxk3lsIBbhJbOijSoP31ZUVJTUNgFAKpx22mlatmyZ6faKiorQ7fXr12vKlCmpaFbeCL+W9DSrKXx7LqzDFatYr9Gnbo/3Ncqn34Vkxj2per9yQSriz3/+53+W1Wo13V5RUaHGxka1trbqnXfe0QUXXBDX8QGkDv0yyET0pSBfkUAD0MXcuXM1a9asdDcDSJqhQ4eGbnd0dJju197eHrrd0zosAHJXrnVgDB482HRb+N/HxsbGVDQnZrnwPhQXF6tfv37q6OiIev2Rul6Dwt+XdErFexDrNVrq+2uUrb8L8Upm3NOb96t///4qLi6O6fi5JBXxZ0+dlKd+rkmgAZmLfhlkIvpSkK9IoAHooqSkRCUlJeluBpA04WudtLa2mu4Xvi1Y8gZA/sm1Dozt27ertbVVkydP7lbmq6Dg79Xdw7/4ZoJceR9GjhypnTt36pNPPpFhGBFLrUldr0Hh1610SsV7UFpaqsGDB+uTTz6Jeo2W/v4aFRQUyG63x32ubP1diFcy457w/aIdOxAI6OjRo93ak09SEX+eOHFCW7Zs0YgRIzRq1Khu23Ppcw3kOvplkInoS0G+IoEGAMgrEyZMkNVqVWdnZ9QFbcO3TZo0KRVNA5CBcqkD46mnntKTTz4pSXK5XLrhhhu6bA9fo2DYsGGpbFqPcuV9mDRpknbu3KlAIKCWlhaVlZVF3C94DRo6dKjOPvvsVDbRVCreg4KCAp1//vlat26dWlpaoiYZg6/R2LFjNWTIkLjOk82/C/FKZtxz9tlnq7S0VIcOHYp67Obm5lA5p8mTJ8fY8tyS7Pizra1Nt956q3bv3i2r1aqf/exn3db4C/9cn3HGGbE3HgAA0ZeC/FXQ8y4AAOSO4uJiffazn5Uk7dmzx3S/YMmmgoICXXTRRSlpGwAkS2dnp55++unQzzt37uy2T3Nzc+j2Oeeck5J25ZtLLrkkdDvaNaipqUmSdPHFF5smkHLVpZdeKulkQuDjjz+OuE9HR4f27dsnqetrGot8+11IZtxjsVh08cUX93js4OdZiv/9yhXJjj//9Kc/affu3ZJOfsY/+OCDbvuEf67Hjh0b87EBAJDoS0H+IoEGAMg7LpdLkrRjxw7TxW8bGhokSVdffTWjdAFkvdbW1tBaBaWlpaquru62z5YtWySd7BSvrKxMafvyhdPp1HnnnSfp79eZUzU3N2v//v2yWq26/vrrU9m8jHDFFVfozDPPlHSyzGIkO3bsUGdnpwYPHqzp06fHdfx8/F1IZtxz/fXXy2q1at++fTp8+HDUY59//vlyOBzxND2nJPN9CE+OXXDBBbrwwgu7bO/o6NDWrVslSZ/5zGcoqQUA6BX6UpCPSKAByBjBWvzU5Eeyffazn9VFF12ko0eP6q9//Wu37Z2dnXrzzTdVXFwcsWMNADLR0qVLNW3aNM2fP19Hjhzpsq20tFSlpaUqKChQXV2dzj333C7bA4GAXnvtNUnSjBkzQgkMxC/a+yBJc+bMkc1m0xtvvBHx8a+//rok6brrrsvL98FqtWrOnDmS/v5anCp4f3V1tYqLi7tt53ehq77EPXv37tW3v/1tXXfddfJ4PN0ea7fbNW3aNBmGYfqZ3rBhg2w2m2688cbEPKEslcz3IViucfLkyfrXf/1XFRYWdtn+9ttv68iRI+rXr59uvvnmBD4rALmGfhlEQ18KUqmtrS10O51/k0igAUib3bt3684779Sdd96p73znO3r33XclSS0tLbrllltC2zZv3pzmliIXff/739dZZ52lp556Sp2dnV22/e///q9aWlp07733avjw4WlqIYB8F08HRmtrq1566SWdOHFC9fX13a6dFotFM2fOVCAQ6PY3T5Kef/55NTc366KLLgolL3BSIt8HSRo3bpxuv/12bdmyRW+//XaXbceOHdOvf/1rTZw4UXPnzk3ME8hCl19+uaqqqvTqq69q165dXbZ9/PHHevHFF3XNNddoxowZ3R7L70JkvY171q9fr/fff1/Hjx/Xr3/964jHnjt3rs4//3w988wzOn78eJdtGzdu1NatWzV//nxVVFQk9klloWS9DxdccIHGjh2r9vb2bmVf29vb9eSTT8pms2n+/PlZX5YUQGLRL4N40ZeCZHruuedCf3fuvffe0P2/+93vdMcdd+jOO+/UggULUtomi2EYRkrPCABAhmhubtaSJUvU3t6u//f//p8GDhyozZs3a8OGDbr99tt1wQUXpLuJAPLI7t279eijj0qS/H6/GhoaQqVRxowZo4EDB0o6OetmwoQJ3R6/dOlSvfLKKxozZozuv/9+DRo0qNs+zz77rNasWaPKykrZ7XZ1dnZqw4YN2rBhg77yla/o+uuvz7s1t06VivdBklatWqUnn3xS11xzjSoqKtTS0qKVK1dqzJgxuu222zRgwIAkPcPs8fTTT+uFF17Q9OnTddZZZ2nv3r1auXKlLrnkEs2ZM0dWqzXi4/hdiKw3cc/evXt177336qOPPtLXvvY109Hkx44d03/8x3/o/fff1z//8z9r6NCh2rZtm/7v//5PN9xwg66++upkP72skaz3oaWlRf/+7/+u/v376/LLL1dJSYkOHDig3/72tyooKNC8efPyuoQmACBx6EtBPiGBBgDIe++++67q6+vV3t6uUaNGafLkyerfv3+6mwUASXH06FFt2rQptM6W3W7XhAkT+LuXBkePHtWbb76pffv2qbi4WBMnTlR5eXm6m5VRWlpatHHjRh04cEClpaWaPHlywtbTyNffhWTGPR988IH+8pe/6OjRoxoxYoQuuOCCiGU2kbz34YMPPlB9fb0OHz6soUOH6h/+4R+YdQYASAr6UpAPSKABAAAAAAAAAAAAYVgDDQAAAAAAAAAAAAhDAg0AAAAAAAAAAAAIQwINAAAAAAAAAAAACEMCDQAAAAAAAAAAAAhDAg0AAAAAAAAAAAAIQwINAAAAAAAAAAAACEMCDQAAAAAAAAAAAAhDAg0AAAAAAAAAAAAIQwINAAAAAAAAAAAACEMCDQAAAAAAAAAAAAhDAg0AAAAAAAAAAAAIQwINAAAAAAAAAAAACEMCDQAAAAAAAAAAAAhDAg0A4vTqq6/KYrFE/Dd48GBt2LAh3U3MCB988IHKyspMX6snnngi3U0EAAA9IO6JDXEPAAC5hzgodsRCyFW2dDcAALJZUVGR7rnnHk2YMEHjx4/XqFGjZLFYuuzz8MMPq7m5Wc3NzTp48KCam5tVVFSk3//+92lqdWqMGjVKzc3N2rt3r3w+n/7617/q3/7t3/Txxx+nu2kAAKAXiHvMEfcAAJDbYomDJGIhYiHkGhJoANAHU6dOVW1tbdR97rjjjm73jR49OllNyjgjRozQiBEjdNVVV+n999/Xo48+mu4mAQCAXiDu6RlxDwAAuSmWOEgiFiIWQq6hhCMA9MHQoUN73Mfv9+vgwYO6//77U9CizBbL6wUAADITcU98iHsAAMgdsV7XiYX+jlgIuYAEGgAkmdVqVVlZmX7wgx9o0KBB6W4OAABA0hD3AACAfEYsBOQWEmgAkCLBIAoAACDXEfcAAIB8RiwE5AYSaACQQpEWmAUAAMhFxD0AACCfEQsB2Y8EGgAAAAAAAAAAABCGBBoAAAAAAAAAAAAQhgQaAAAAAAAAAAAAEIYEGgAAAAAAAAAAABDGlu4GAEA8Ojs75fV69dhjj8nn86l///665JJLdPfdd+uCCy6QJHV0dOjhhx/WL37xCzU2NurTn/60vva1r+kHP/iBioqK0vwMEuP9999Xc3Ozmpub1dLSoubmZgUCAd1yyy2SJMMwtGnTJm3evFkHDhzQ4MGD9ZnPfEaXXXaZbLb4//Q3NjZq/fr1amxslNVq1fDhw1VRUaFJkyYl+qkBAID/H3HPScQ9AADkr46ODrndbj3xxBP6+OOP9dnPflaLFy/WZZddZvoYv9+vb3zjG3rppZf061//WlOnTk1hixOPWAhIHxJoALJGS0uLrr/+ejU3N+uHP/yhLrzwQjU2Nqq6ulqXXXaZnnnmGV177bWaMWOGOjo69Pzzz2v48OFauXKlbr/9dr311lt64YUX0v00orJYLKbbFi5cqB/96EeSpE9/+tPdto8ePVo333yz/uu//ksLFy6U1WqV0+nU4MGD9eabb+pvf/ubzjjjDP3gBz/Q7bffroKCnichb9myRQsWLND//d//adSoUfrc5z6noqIivfLKK3rnnXdksVg0e/ZsLViwIGc66QAAyATEPcQ9AADku0AgoC9/+cvq6OjQb37zGw0YMECf/exn9Y//+I9688039dnPfjbi41566SU988wzkqTnnnsuYxNoxEJAFjAAIAu0t7cbl19+uVFVVWW0t7d32fbCCy8YkozTTz/duP32243JkyeH9nn55ZeNoqIiQ5IhyWhubu5zW1555ZXQ8b75zW/G9djRo0cbkozRo0dH3P4///M/oWNLMsaOHWu43W7jz3/+c5e2v/DCC8Yvf/lL40tf+lJo3zPPPNNwuVzG2WefbfzhD38wAoFAaP9AIGAsX77csFqthiRj+vTpxpEjR6K29cknnzSKiooMq9Vq1NXVGZ2dnd32mTt3buh4sVi4cGGovb/85S9jegwAAPmGuIe4BwAAGMYvfvGLLrGOYRjGsGHDDEnGTTfdZPq4+fPnh67BDz/8cK/P35c4yDCIhYiFkAtIoAHICgsXLjQuuuiibp1IhmEYTU1NXQKOt956K7Ttn/7pn0L3FxcXGx0dHX1uSzI7koLPpbCw0Fi6dGmP7fX7/UZxcXGoPRMnTjQOHTpkur/b7Q7t+4UvfCFiQGQYhvGf//mfof3uv//+iPs89thjXV73v/3tb1HbahgETwAAxIK4JzLiHgAA8sfhw4eNM844w/jTn/4Uum///v2ha2tlZaXpYydNmhTab/Pmzb1uQ7ITaMRCQObree4mAKTZRx99pAcffFDLly9Xv379um3/+OOPQ7cvuugiTZw4MfTzZz7zGUmS1WrVI4880qvaz6ly7NgxVVdX68wzz9T69es1f/78HttrtVp1+umnh35+/vnnVVJSYrr/97//fU2YMEGS9PLLL2vp0qXd9mloaNDtt98uSRozZoxqa2sjHquhoaHLz0eOHInaVgAA0DPiHnPEPQAA5A+v16tzzz1Xl19+eei+8PLU559/fsTHffLJJ/rLX/4iSSotLdV5552XzGb2GrEQkB1IoAHIeB6PRxdddFHoon+qLVu2hG5fe+21Xbb9+Mc/1ubNm9XY2Kg5c+YktZ19cfDgQX3hC1/QRx99pA0bNmjy5Mm9Os5ZZ50VdbvFYtH8+fNDPy9cuFAHDx7sss93v/tdHTt2TJI0e/Zs0zrZt912m8aOHRuqgW1WexwAAMSOuCd2xD0AAOSup556Stdff323+4KqqqoiPu7Pf/6zOjs7JUmXX355TGt/pRqxEJA9Mu8vCACc4uyzzw4tnBrJn//859DtK664otv2888/XyNGjEhCyxJj9+7duvTSS9WvXz+99tprGjVqVFLPN336dFmtVkknRzx5vd7Qtl27dukPf/hD6OerrrrK9Dj/8A//oHfffVfHjh3T448/nrwGAwCQR4h7Eou4BwCA7PT//t//65JA27Vrl1599VVJ0oUXXiiHwxHxcX/6059Ct6dMmZLUNvYGsRCQXUigAch406dP12WXXWa6/Y9//KMkaeDAgbrwwgtT1ayEeOedd3TJJZdo+/bt+sIXvqChQ4cm/ZxDhgzpUsIg+PpJ0qpVq0K3CwoKYip1UFRUlNgGAgCQx4h7Eou4BwCA7FRbW9ulXOF//dd/yTAMSdK3vvUt08eFJ9AiDTZKJ2IhIPuQQAOQ1T744AO99957kqRLLrkk4lohmerVV1/V5z//eX300UeSJLfbrU2bNqXk3OEjnIKvn9S1pnVJSYkKCwtT0h4AANAz4p7eIe4BACD7/epXv5Ik9e/fX1//+tcj7nPixAlt3LhR0snEkdk6aelALARkJxJoALJa+MiZTBtZFM3+/ftVWVmpO++8Uz/72c8kSX6/X7NmzdKJEyeSfv6BAweGbre1tYVuB+teS9KAAQOS3g4AABA74p7eIe4BACC7vf3226HEzzXXXGM6c+uNN94IXesvu+yyUOnCdCMWArIXCTQAWe3ll18O3c6mjqSOjg799Kc/1T333KMbb7xR06ZNkyRt27ZNP/jBD5J+/v3794dun3HGGaHbp512Wuh2S0tL0tsBAABiR9zTO8Q9AABkt//93/8N3b7mmmtM98vU9c+IhYDsRQINQFYLdiRFWwfk8OHDuu+++1LZrB597nOf61Kz+xe/+EWotvd//Md/hBbGTQbDMLRly5bQz+Gv26RJk0K3jx8/rg8//DBp7QAAAPEh7okfcQ8AANnvjTfeCN3+whe+YLpfpq5/RiwEZC8SaAAy3rFjx/Tmm2/qk08+6XL/tm3bQhf3Cy+80HQdkJUrV2rlypVJb2dffOpTn9Jjjz0m6WRwc8MNN3R7vomyYcMGHThwIPRzeO3wyspKDRo0KPTz2rVrYzrmrl27Ula7GwCAXEbck1jEPQAAZL/3339fklRQUKAxY8ZE3Mfv92vDhg2SpEGDBmnixImpal7ciIWA7EECDUBG++CDDzR+/Hh97nOf0/nnn6+Ojo7QthdffDF02ywwCgQC+o//+A/Nnj076W3tqy9/+cuqrq6WdDI4/O53vxv3McJfHzM/+clPQrcrKyu7jD4aNGiQ5s+fH/r5l7/8ZUzn/e53vyuPxxNHSwEAwKmIe+JD3AMAQH7w+/2SpGHDhpkOInrrrbd09OhRSdKll14qm82Wsvb1BrEQkB1IoAHIaP/6r/+q3bt3S5J27twZWuC0s7NTK1asCO1XVlYW8fGPPPKIjh49qptuuin5jU2An/zkJ7Lb7ZKkFStW6Pe//31cj//xj38cdfu6dev07LPPSpLsdrueeOKJbvvcc889oYBq9erVXdZbieQvf/mLVq1apZtvvjmutgIAgK6Ie4h7AABAd6NGjZKkUILsVH6/X//yL/8S+jmT1j+LhlgIyHwk0ABktL1794Zuz507VyUlJZKkhx56SH6/X1VVVZJOXsBP9bvf/U4//vGP9fTTT2vAgAEpaW9P2tvbu/x/qpKSEi1cuDD08+zZs7Vz586Yj//Tn/5UP/3pTyNu27p1q77+9a8rEAho+PDh+s1vftNl8digfv366b//+7917rnnSpK++tWvauvWrRGP+cEHH2jatGn64Q9/GNofAAD0DnEPcQ8AAOjuy1/+siTpyJEjevPNN7ts8/v9mjNnjtavXx+6L1PWPyMWArIfCTQAGS3YUfSlL31JCxYs0L59+7Ro0SI9/PDDeu6557R06VKNHz9eK1eu1PLly/XRRx/pnXfe0Xe+8x3deOON+s1vfqPJkyen9Tns2rVLGzdu1H333RfqGNu8ebMeeeQRbd68WU1NTaF9P/74Y+3atSv088GDB3XFFVdoxYoV+utf/2o62ipo9erV+td//Vd98Ytf1O9+9ztt375db7zxhu69915dfPHF+vDDD/WP//iP2rx5sy644ALT44waNUpvvvmmZsyYoebmZn3uc5/TPffcozfeeEPvv/++Nm3apAceeEAXXHCB5s6dq3vuuaePrxIAACDuIe4BAADd3XjjjZo6daqkk0mmN954Q/v27dOLL76oyy+/XFu3blVBwclu7oEDB6Y1HiIWAnKMAQAZ7n/+53+MK6+80hg0aJBRVlZmfP3rXzd27doV2t7c3Gz84Ac/MM4++2yjsLDQGDVqlDFv3jxjz549SWnPK6+8YkgyJBnf/OY3e9w/uK/Zv9GjR4f2/eY3vxl131/+8pfdjj969OjQdsMwjMOHDxv33Xefcd555xnFxcVGYWGhMWbMGOOb3/ymsWbNmrif75/+9CfjhhtuMMaMGWMUFhYaRUVFxtixY42bb77Z8Pl8cR1r4cKFUZ8LAAD5jriHuAcAAHTn9/uN//iP/zAuvPBCo6SkxCgqKjImTJhg/OQnPzFeeuml0DX3qquuStg5442DDINYKByxEHKBxTAMo89ZOADII6+++qquvPJKSdI3v/nNiDWkU+mss84KrZeS6X/Sf/SjH+m+++6TdHJx2m9961vpbRAAAIiKuKf3iHsAAEiN2267TT/5yU8knSxrmKj1uTItDpKIhYBUo4QjAAAAAAAAACDrtLW1yev1SpKKior09a9/Pc0tApBLSKABAAAAAAAAADLKxo0b5XQ6VVZWpt/97ncR93nqqafU3NwsSfre976n0tLSFLYQQK4jgQYAAAAAAAAAyCgzZ86Uz+dTS0uL/vM//7Pb9uPHj+tHP/qRJGnMmDGqra1NcQsB5DoSaAAAAAAAAACAjPHxxx/rvffeC/08adKkbvvMnz9fe/bs0emnn64XXnhBRUVFqWwigDxAAg0A+qClpSXdTVBbW1vo9tGjR9PYkp598MEH6W4CAADoJeKe+BD3AADQe2VlZSopKdGAAQNUVVWlBQsWdNn+4IMP6mc/+5k+9alP6X//93917rnnJrU9mRAHScRCQKrZ0t0AAMhmq1ev1v33368JEybI6XRq9OjRslgsST/vzp079fHHH+uFF17Qvn37QvfffPPN+va3vy273a6zzjpLVqs16W0xEwgEtGPHDvl8PtXX1+udd97R73//+7S1BwAA9A1xjzniHgAAEstqterBBx/UT3/6U33961/X4cOHdezYMfl8Pi1btkzPPfecKisr9cQTT+iMM85IenvSFQdJxEJAOlkMwzDS3QgAyCavvvqqrrzyyojbBg0apP/7v//TxRdfnNQ2xBKk7dq1S2eddVZS2xHNe++9pzFjxphu/+Uvf6lvfetbqWsQAACIG3FPbIh7AABIjj/+8Y966KGH9Prrr+vIkSOy2+26/PLLdcMNN5jGKImSCXGQRCwEpBMJNAAAAAAAAAAAACAMa6ABAAAAAAAAAAAAYUigAQAAAAAAAAAAAGFIoAEAAAAAAAAAAABhSKABAAAAAAAAAAAAYUigAQAAAAAAAAAAAGFIoAEAAAAAAAAAAABhSKABAAAAAAAAAAAAYUigAQAAAAAAAAAAAGFIoAEAAAAAAAAAAABhSKABAAAAAAAAAAAAYUigAQAAAAAAAAAAAGFIoAEAAAAAAAAAAABhSKABAAAAAAAAAAAAYUigAQAAAAAAAAAAAGFIoAEAAAAAAAAAAABh/j8B8ydIpW2nDQAAAABJRU5ErkJggg=="},"metadata":{"image/png":{"width":872,"height":296}}}],"execution_count":45},{"id":"d30be1d9-d076-46f2-b729-ebfa90de91dc","cell_type":"code","source":"","metadata":{"trusted":true},"outputs":[],"execution_count":null},{"id":"51640b64-e395-4b60-a3bf-5c5b131fb8d0","cell_type":"code","source":"","metadata":{"trusted":true},"outputs":[],"execution_count":null}]}
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment