From d63b31f4fa3b6f04dacb14796794136d2ba64d2f Mon Sep 17 00:00:00 2001 From: josephineth <31628266+josephineth@users.noreply.github.com> Date: Sat, 5 Jun 2021 16:10:44 +0200 Subject: [PATCH 1/2] Add files via upload --- Lab4/josephineth-report-Elasticity.ipynb | 1 + 1 file changed, 1 insertion(+) create mode 100644 Lab4/josephineth-report-Elasticity.ipynb diff --git a/Lab4/josephineth-report-Elasticity.ipynb b/Lab4/josephineth-report-Elasticity.ipynb new file mode 100644 index 0000000..e108df3 --- /dev/null +++ b/Lab4/josephineth-report-Elasticity.ipynb @@ -0,0 +1 @@ +{"nbformat":4,"nbformat_minor":0,"metadata":{"colab":{"name":"josephineth-report-Elasticity.ipynb","provenance":[{"file_id":"https://github.com/johanhoffman/DD2365_VT21/blob/main/template-report-Elasticity.ipynb","timestamp":1618330873360}]},"kernelspec":{"name":"python3","display_name":"Python 3"}},"cells":[{"cell_type":"markdown","metadata":{"id":"cyCUwzF-wRoW"},"source":["# **Elasticity equations**\n","**Johan Hoffman**\n","\n","Lab: Josephine Thuvander"]},{"cell_type":"markdown","metadata":{"id":"9x_J5FVuPzbm"},"source":["# **Abstract**"]},{"cell_type":"markdown","metadata":{"id":"6UFTSzW7P8kL"},"source":["This short report show an example on how to use FEniCS to solve the Elasticity equations, which is used in the course DD2365 Advanced Computation in Fluid Mechanics, at the KTH Royal Institute of Technology.\n","\n","[DD2365 course website.](https://kth.instructure.com/courses/17071)"]},{"cell_type":"markdown","metadata":{"id":"OkT8J7uOWpT3"},"source":["# **About the code**"]},{"cell_type":"code","metadata":{"id":"Pdll1Xc9WP0e","colab":{"base_uri":"https://localhost:8080/","height":35},"executionInfo":{"status":"ok","timestamp":1622900696466,"user_tz":-120,"elapsed":1015,"user":{"displayName":"Josephine Thuvander","photoUrl":"","userId":"07053203519756350584"}},"outputId":"fa3e84af-8d5b-48fa-98a1-a831208346f3"},"source":["\"\"\"This program is an example file for the course\"\"\"\n","\"\"\"DD2365 Advanced Computation in Fluid Mechanics, \"\"\"\n","\"\"\"KTH Royal Institute of Technology, Stockholm, Sweden.\"\"\"\n","\n","# Copyright (C) 2021 Johan Hoffman (jhoffman@kth.se)\n","\n","# This file is part of the course DD2365 Advanced Computation in Fluid Mechanics\n","# KTH Royal Institute of Technology, Stockholm, Sweden\n","#\n","# This is free software: you can redistribute it and/or modify\n","# it under the terms of the GNU Lesser General Public License as published by\n","# the Free Software Foundation, either version 3 of the License, or\n","# (at your option) any later version.\n","\n","# This template is maintained by Johan Hoffman\n","# Please report problems to jhoffman@kth.se"],"execution_count":458,"outputs":[{"output_type":"execute_result","data":{"application/vnd.google.colaboratory.intrinsic+json":{"type":"string"},"text/plain":["'KTH Royal Institute of Technology, Stockholm, Sweden.'"]},"metadata":{"tags":[]},"execution_count":458}]},{"cell_type":"markdown","metadata":{"id":"28xLGz8JX3Hh"},"source":["# **Set up environment**"]},{"cell_type":"code","metadata":{"id":"Xw7VlErAX7NS","executionInfo":{"status":"ok","timestamp":1622900697785,"user_tz":-120,"elapsed":29,"user":{"displayName":"Josephine Thuvander","photoUrl":"","userId":"07053203519756350584"}}},"source":["# Load neccessary modules.\n","from google.colab import files\n","\n","import numpy as np\n","import time\n","\n","# Install FEniCS\n","try:\n"," import dolfin\n","except ImportError as e:\n"," !apt-get install -y -qq software-properties-common\n"," !add-apt-repository -y ppa:fenics-packages/fenics\n"," !apt-get update -qq\n"," !apt install -y --no-install-recommends fenics\n"," !sed -i \"s|#if PETSC_VERSION_MAJOR == 3 && PETSC_VERSION_MINOR <= 8 && PETSC_VERSION_RELEASE == 1|#if 1|\" /usr/include/dolfin/la/PETScLUSolver.h\n"," !rm -rf /usr/lib/python3/dist-packages/mpi4py*\n"," !rm -rf /usr/lib/python3/dist-packages/petsc4py*\n"," !rm -rf /usr/lib/python3/dist-packages/slepc4py*\n"," !rm -rf /usr/lib/petsc/lib/python3/dist-packages/dolfin*\n"," !rm -rf /usr/lib/petsc/lib/python3/dist-packages/mshr*\n"," !wget \"https://drive.google.com/uc?export=download&id=1cT_QBJCOW_eL3BThnval3bcpb8o0w-Ad\" -O /tmp/mpi4py-2.0.0-cp37-cp37m-linux_x86_64.whl\n"," !wget \"https://drive.google.com/uc?export=download&id=119i49bxlGn1mrnhTNmOvM4BqmjrT9Ppr\" -O /tmp/petsc4py-3.7.0-cp37-cp37m-linux_x86_64.whl\n"," !wget \"https://drive.google.com/uc?export=download&id=1-1tVfu8qz3bRC2zvR8n3RESpesWqNnn6\" -O /tmp/slepc4py-3.7.0-cp37-cp37m-linux_x86_64.whl\n"," !wget \"https://drive.google.com/uc?export=download&id=1-3qY4VIJQaXVO1HfGQIzTIURIeJbvX-9\" -O /tmp/fenics_dolfin-2019.2.0.dev0-cp37-cp37m-linux_x86_64.whl\n"," !wget \"https://drive.google.com/uc?export=download&id=1-5SMjgjMuee_9WLeYtGe8N_lvipWEN7W\" -O /tmp/mshr-2019.2.0.dev0-cp37-cp37m-linux_x86_64.whl\n"," !pip3 install /tmp/mpi4py-2.0.0-cp37-cp37m-linux_x86_64.whl --upgrade\n"," !pip3 install /tmp/petsc4py-3.7.0-cp37-cp37m-linux_x86_64.whl --upgrade\n"," !pip3 install /tmp/slepc4py-3.7.0-cp37-cp37m-linux_x86_64.whl --upgrade\n"," !pip3 install /tmp/fenics_dolfin-2019.2.0.dev0-cp37-cp37m-linux_x86_64.whl --upgrade\n"," !pip3 install /tmp/mshr-2019.2.0.dev0-cp37-cp37m-linux_x86_64.whl --upgrade\n"," !pip3 -q install --upgrade sympy\n"," import dolfin\n","\n","from dolfin import *; from mshr import *\n","\n","import dolfin.common.plotting as fenicsplot\n","\n","from matplotlib import pyplot as plt"],"execution_count":459,"outputs":[]},{"cell_type":"markdown","metadata":{"id":"gnO3lhAigLev"},"source":["# **Introduction**"]},{"cell_type":"markdown","metadata":{"id":"l5zMzgPlRAF6"},"source":["The Elasticity equations take the form\n","\n","$-\\nabla \\cdot \\sigma = f$\n","\n","together with suitable boundary conditions.\n","\n","To derive the weak form of the equations, multiply the equation by $v\\in V$, and then integrate over the domain $\\Omega$ and use Green's formula\n","$\n","(-\\nabla \\cdot \\sigma ,v) = (\\nabla \\sigma , \\nabla v) \n","- <\\sigma \\cdot n, v>_{\\Gamma}\n","$\n","\n","To model \n","\n","We seek a finite element approximation $u \\in V$ such that \n","\n","$(\\nabla \\sigma,\\nabla v) - <\\sigma \\cdot n, v>_{\\partial \\Omega} = (f,v)$\n","\n","for all test functions $v \\in V$. \n","\n"]},{"cell_type":"markdown","metadata":{"id":"jOQvukXZq5U5"},"source":["# **Method**"]},{"cell_type":"markdown","metadata":{"id":"wu2fugJ32t8m"},"source":["**Define domain and mesh**"]},{"cell_type":"code","metadata":{"id":"_KBWOVATuBQz","colab":{"base_uri":"https://localhost:8080/","height":215},"executionInfo":{"status":"ok","timestamp":1622900697787,"user_tz":-120,"elapsed":29,"user":{"displayName":"Josephine Thuvander","photoUrl":"","userId":"07053203519756350584"}},"outputId":"bf5fe513-08d4-4cb2-f9d9-4413ed3cddc9"},"source":["# Define rectangular domain \n","L = 4.0\n","H = 2.0\n","\n","# Define subdomains (for boundary conditions)\n","class Left(SubDomain):\n"," def inside(self, x, on_boundary):\n"," return near(x[0], 0.0) \n","\n","class Right(SubDomain):\n"," def inside(self, x, on_boundary):\n"," return near(x[0], L)\n","\n","class Lower(SubDomain):\n"," def inside(self, x, on_boundary):\n"," return near(x[1], 0.0)\n","\n","class Upper(SubDomain):\n"," def inside(self, x, on_boundary):\n"," return near(x[1], H)\n"," \n","left = Left()\n","right = Right()\n","lower = Lower()\n","upper = Upper()\n","\n","# Generate mesh (examples with and without a hole in the mesh) \n","resolution = 32\n","mesh = generate_mesh(Rectangle(Point(0.0,0.0), Point(L,H)) - \\\n"," Circle(Point(1.5,0.25*H),0.2) - \\\n"," Circle(Point(0.5,0.5*H),0.2) - \\\n"," Circle(Point(2.0,0.75*H),0.2), resolution)\n","\n","# Local mesh refinement (specified by a cell marker)\n","no_levels = 0\n","for i in range(0,no_levels):\n"," cell_marker = MeshFunction(\"bool\", mesh, mesh.topology().dim())\n"," for cell in cells(mesh):\n"," cell_marker[cell] = False\n"," p = cell.midpoint()\n"," if p.distance(Point(1.5, 0.5)) < 1.0:\n"," cell_marker[cell] = True\n"," mesh = refine(mesh, cell_marker)\n","\n","# Define mesh functions (for boundary conditions)\n","boundaries = MeshFunction(\"size_t\", mesh, mesh.topology().dim()-1)\n","boundaries.set_all(0)\n","left.mark(boundaries, 1)\n","right.mark(boundaries, 2)\n","lower.mark(boundaries, 3)\n","upper.mark(boundaries, 4)\n","\n","plt.figure()\n","plot(mesh)\n","plt.show()"],"execution_count":460,"outputs":[{"output_type":"display_data","data":{"image/png":"iVBORw0KGgoAAAANSUhEUgAAAXQAAADGCAYAAADCFnuZAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4yLjIsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+WH4yJAAAgAElEQVR4nOy9eVRV2Zn//TkXuHCZQeZ5HhQFAREERBHFWctynsqqrqGH9Mrbnf/ev9Kru3+/pNPpJF2dWGWVloqWlpaoICCDIjIIKpOAIoMCKrMMF7jcy3TfP8jZ8RZWUkmbN6uy+K511+Ieztln3332fvYzfJ/nSHq9nnnMYx7zmMf3H4q/dAfmMY95zGMebwbzAn0e85jHPP5KMC/Q5zGPeczjrwTzAn0e85jHPP5KMC/Q5zGPeczjrwTGf6kbOzg46H18fP5St5/HPOYxj+8lKisr+/V6vePr/vcXE+g+Pj7cv3//L3X7ecxjHvP4XkKSpPZv+9+8y2Ue85jHPP5KMC/Q5zGPeczjrwTzAn0e85jHPP5K8AcFuiRJnpIkFUqS9FCSpAZJkn74mnMkSZL+W5KkFkmSHkiSFPnn6e485jGPeczj2/BdNPQp4Ed6vX4hEAv8gyRJC79xzgYg8LefD4Gjb7SX38B3qT/zXWvU/CXaelP3/N+09c1jb7Jf3/W8P7WO0Hf5Pd923Zsarz/mnn/Otv7U877Pbf1vxvRPnSd/6tz5rte9KfxBloter+8Cun7794gkSY8Ad+DhK6dtA07rZ3teLkmSrSRJrr+99o3i3LlzNDU1oVAo8PLy+rY+094+Gwj+fdTItrY28fd3Oc/NzQ2lUvmd25KPubq6Ympq+mfr1x/blnzMwcEBS0vLN9KWnZ0dNjY2b6QtCwsLHB0dX9uWTqejq6vrtdd913t6enpiZGT0R/dLkiS8vb0Njnl7eyNJ0h/d1uuOvck54e7ujomJyRtpS56/r0N3dzdarfYv0paLiwtmZmYGx+TrRkdH6e/vNzj2+8b+1bX9zbY0Gg29vb3fuV8LFizAysrqtW3Jx9zc3Pjggw++ta0/FX+UD12SJB9gKVDxjX+5A89e+f78t8e+ef2HkiTdlyTpfl9f3x/X099iZGQEgJmZGYaGhpiZmZnzkYUmzA7e687p6ekxaPd158zMzBhMgs7Ozm9t73Vtyejt7WVmZobu7m5xrL29/bXtyMJKxtTU1B/s17f1Sa1Wz+mXPMkB+vv7mZmZ4dVn8W1tjY+P/97fODg4OOfYn9rW2NjYnGMzMzNotVqD8Xnd2KvV6j84Xs+ePXvtORqN5vf2S6/Xzzn2bc9RFky/r6/fdby+ed309PQfnPednZ1z/q/T6QzGAeDFixd/cLy6urpeOw/Hx8cNfmd3d/d3auvbfuOrbU1OTr72HJ1OJ84xMTGZ07583qvz/LuMvbGx8be2JQtzgPHx8T/Yr5cvXzIzM8P09LQ49uqzlc/5c+A789AlSbIELgH/j16vV/+h818HvV5/DDgGEB0d/SfZIfHx8Xz99ddyn9ixY4fQDGH2IRw7dgyNRoOLiwvNzc2EhYWxbNkycc7Lly85efKkQbvLli0jLCzM4Nj4+DhHjx4Vm4gMhULBhg0bcHJyAmYXxeeffw7A0qVL2bp1K+3t7eIe4eHhbN68mbS0NNrb2zExMcHCwoIDBw4YaPzd3d2cPn3a4F7+/v6sWrXK4Njdu3fp6OgwOBYREcHSpUvFd61Wa/AbU1NTiYqK4vjx40xMTDAxMYG/vz8HDx7k/PnzPHnyBCcnJzo7O0lMTCQgIMBgTM+fP09vby96vR53d3feffdd9Ho9P/vZzxgfH8fBwYEjR46g0+n46U9/CoClpSV79+5FpVIZtHXu3DnRVnh4ONu3b0en0/Gf//mfTE1NYW9vzzvvvMPQ0BAff/wxGzZsYPHixXz55ZdIkoSdnR0DAwPs2rULS0tLrl27RmVlJUZGRqhUKg4ePGignXZ2dvLFF1/g4uKCs7MzlZWV+Pv7s3LlSnHO5OQkZ86cQaFQ4ODgQH9/P2+//TbW1tYcO3ZMbCTJyck4OTnxH//xH+JaX19fg2c0NTUl+mphYYFOp2P//v2Ymppy6tQpITSSk5Px9vbmP//zPxkbG0OSJNasWTPH8iwvL6ejowNnZ2d6enqIjIwkIiLC4By1Ws2xY8eQJInR0VGCg4PZs2eP+H9TUxPZ2dkG11hbWzM1NcXWrVtZsGCBON7e3k5aWhouLi6EhIRw48YNrK2tefvtt1EoZnXAiYkJMV6pqamUlJQgSZIYMxl9fX0cP34cKysrnJ2daWhoIDY2ltDQUIO+VFZWGszpRYsWERcXxzdRWFgonsV7771HU1MTz549Q6/X4+PjwzvvvINWq+Xjjz9Go9EgSZKYJ8ePH+f58+fArBwJCgri6NGj2NjYsG/fPrKyskQfFAoF77zzDpIk8fnnn9PZ2QnMatrr16+f06/8/HzRL3lOP3v2jBMnTmBtbY1arcbZ2ZkNGzbw7//+70RHR89p403gO2nokiSZMCvMz+r1+vTXnPIC8Hzlu8dvj/3ZsHXrVjQaDadOnWJ4eFgcr6yspKenh9TUVPbs2UNQUBDZ2dlUV1cDMDQ0xOnTp5mZmeGtt94S12VnZzM6Ompwj9zcXEZHR/nggw/w8/PDwsKC1NRUuru7+fTTT8nLy0On05Gfn4+FhQW+vr5isVZUVKBSqQgLC6O+vp76+nqePn3KunXr2LNnDwMDA9y4cUPcq7Ozk1OnTqFUKnFzc8POzo7w8HBu375toHk9ePCAnJwcgoODUalURERE4O/vT2ZmJo8fPwZmBcr58+fp6+vjwIEDGBsbo1arycrKoqenh507d7J69WpaW1u5e/cujx8/ZuXKlRw+fBhnZ2cuXrxooJXk5ubS3NzMxo0bSU5O5sWLF6jVajo7OxkfHyc4OJj+/n4ePnwoJv6aNWvQaDQGQkSv15OdnU1LSwubNm0iMDBQnP/o0SOmpqaIi4tjYGCAhoYGmpubgVlz+PTp03R1dbFr1y52794NIH7v06dPCQoKYufOnbx48YKrV68Kv6Vareb8+fNYWFiwZ88eNm3axJIlSygsLOTevXvArMZ78eJFOjo62LFjB/v27UOv11NRUcH4+DhdXV2sWLECW1tbMjIyRL/effddIiIiKCoqEm3NzMyQnp7O06dP2b59O3v27GFycpL6+nqmp6d5/vw5kZGRoq2hoSHGxsZISkrC1taWr7/+mrGxMTFmz58/Jz8/n+DgYD766CM8PDy4ceOGgUY4OTnJV199xeTkJIcPH2blypU0NjbS19eHWq3mwoULnDt3DqVSydq1awHYsGEDhw4dAuDMmTNCaenu7ubcuXPY2dmxf/9+EhISWLduHQ8fPuTKlSvMzMwwOTnJuXPneP78OW+//TYxMTHs378frVbLuXPnRN9GR0c5e/YsxsbGHDhwgO3bt+Pm5sbVq1cNNNTOzk5ycnLw9/cXx4qKigzGAWbXbllZmfje3d3NpUuXcHFxwdXVVRwvLi5Go9GwY8cO9Ho9dXV1qNVqnj9/TlJSEg4ODmRnZzM2NkZfXx8uLi5kZGRQWVlJQkICW7duZWZm1gPw5MkTOjs72bx5M9HR0dy9e3eOFd3T00N5eTkRERFERkby8OFDdDodjY2NKBQK/u7v/o64uDju3btHTk4Of058F5aLBBwHHun1+v/6ltMygMO/ZbvEAsN/Dv/5q3B3d+fgwYMGQl2j0XDz5k18fHxYuHAhRkZG7Nq1C39/fzIyMigtLeXUqVNMTExw6NAh3NzcAFi5ciWTk5Ncu3ZNCILHjx9TW1tLYmIibm5uxMfHMzY2hlKp5B//8R8JDw/nzp07/OQnP6G9vZ2VK1cSFBTE4OAgHR0dNDY2EhkZSUxMDBMTE6Snp+Pg4EB0dDS+vr7ExMRw9+5dnj59yvPnzzl9+jRmZmYcOXKEmZkZHBwc2LBhA3Z2dqSnp6PRaGhqauLKlSv4+Piwc+dOJiYmMDc3Z/fu3bi5ufH111/T1tbGpUuXaG9vZ/v27QQEBGBtbc2dO3eora0lKSmJwMBAoqKiAMjJycHW1pbY2FiUSiX79u1DqVTy5ZdfMjo6yr1797h79y6xsbFER0cTEhIixkcWbFu2bGHBggUUFxcLDSgqKoqkpCTq6+tpaGgAoKysjMrKSuLj44mKisLNzY3+/n4mJiaor6/H1taWlJQUHB0dKSkpoaWlBRMTE65evUp/fz979+4lNDQUJycn7O3tefToEcPDwwwMDODr60tISAgpKSk0NDRw69YtJiYmhIDZv38/lpaWSJLE1q1bxUZfV1cnhPSmTZtYtGgRtra2LFy4kMrKSpqamgAICgpiy5YtDAwMcPnyZZRKJe7u7mzZsoXg4GCys7Opr68nKyuLR48ekZqaypIlS3B3d8fR0ZHq6mrhuvD39xdtXbhwAZj1xe/atQuNRkN6erpwAV28eBFra2u2bduGJEmsX7+e0dFRiouLgdlN8tq1a3R2drJjxw4cHR2JiYkB4De/+Q0ff/wxzc3NrFmzho8++oju7m6USiXh4eE4ODhw4MABNBoNZ86cobOzkzNnzmBqasrBgwcxNzcHIC4ujuTkZOrq6rh48SJnzpyhvb2dt956i4ULZ/kRLi4u7Nq1i56eHr7++mu0Wi1ffvklGo2G/fv3Y2tri7GxMbt27UKhUHDhwgUmJibQaDRcuHABS0tLduzYgUKhIDg4mMnJSW7evGmw5gsKCgCEJfrll19iamoq5qxer2dwcJCKigoiIiJYvHgxbm5uPHjwgMbGRgDCwsLYvHkzw8PDXLhwAb1ez927d6mpqSEpKYnk5GRhrbx8+ZKSkhKsrKwIDw9nzZo1mJubc+3aNeE60ev1ZGVlYWpqytq1a4mIiGBycpKHDx/S2NiIr68vZmZmrF27Vgj16elpJiYm/tcy8HX4Li6XeOAQUCdJUs1vj/2/gNdvf9AnQDawEWgBNMC7b76rc+Hh4cHBgwc5c+YMp06dYsGCBeh0OtauXUt/fz9DQ0MMDQ1hb29Pa2urmBAA165dE1rC7du3SUpKoqioiAcPHhAYGMi1a9dwdnYWZrmvry8uLi6UlZUJt4q5uTmlpaUA1NfXk5iYCCBcQsuWLTN4cCMjIxQUFGBpaSncNa+6WEJCQsjPz6e7u5vu7m6Ki4sJDAykoqKCn/3sZ+K8wMBArly5wvT0NGVlZYyNjWFlZcWLFy84deoUACqVSmg0AwMD4tqXL1+SlpZmYI0MDQ3x5ZdfYm1tjbW1NUFBQVRVVfHzn/8cmBVmsmbn4ODAggULaGxsRKfT4eHhgYWFBYmJiVy5coWenh7s7e1RqVQkJCTQ1NREVlYWo6OjFBQUsGjRItasWQPMat56vZ7m5maePHlCQkICCoWCxMRE0tPThZWgVqs5ePCgCEhKkkRISAjl5eU8evRIPB+AFStW8PLlS27fvs3t27cBSExMRK1Wi81Dp9Ph4uJCU1MT6enp4vpXXW5xcXE0NDRw5coVjI2NcXd3x8jICDs7OwYHB5mYmCA/Px+YDeICXLp0CZgVOLGxsaKvS5cuJS8vT5S68PLywtLSkqVLlwrL0dnZGXNzczZs2MC1a9e4ffs2L168YGxsjPfee0+4rdzd3QkPD6e8vJzIyEgeP37MgwcPWLVqFR4eHtTU1IhNCGatNW9vb6ysrOjt7aWuro7o6Gh0Oh0vX74U7pm6ujo+++wzsa4KCgqYnJxkampKfAAhGAHq6upobm7G1NQUMzMzTE1NcXFxoaWlRbjdUlNTsbOzY2ZmBoVCga2tLW+//TZnzpwhMzOT8fFxRkdHeffddzE3N8fIyAh7e3uWLVtGRUUFy5Ytw8XFhba2NhoaGli1apWwWDUaDe+//z5WVlZIkoReryc/Px+FQkFycjIw6/7IycmhqKgIBwcH8YmIiKCmZlac6XQ6Vq9eLda6g4MDADU1NbS1tZGamoqxsTHGxsakpqaSnp7O/fv3iYmJobq6mmfPnrFt2zbMzc1RqVTY29tTUFCARqMRbqOpqSm8vLy4c+cOAPfu3WPjxo28aXwXlksJ8Pow/u/O0QP/8KY69cdAFurHjx9ncHAQQExMGd9kNAQGBs4JwsgDfeXKFby9vdFoNBw4cEBcK0kS8fHxXLp0icePH9Pf309paSkuLi6YmJjQ1dUlFrRsvl6+fNnAXaLT6bh//75YHN/EgwcPDChOd+7cmRPMAYQgkdHe3j6nzfHx8TkaDsya8BYWFkL7kjExMcHTp08ZGRmZQ7MyMjKiqakJf39/TExMCA4OFqav7DsOCwvj1q1bDA0NYWdnR09PD2q1Gg8PD168eMH169cBhKYJCAspPz8fvV7P4sWLAeb4V99++20hzGWEhoZSVlZGbm4uFhYWYoMcHh4WDAMZsjb7+/D06VN++tOfsmDBAtzc3HBzcxNCYmpqipycHJqamgw2QlkgfBPV1dX09/cTEhJCSEgI4eHhFBQUUFtbi729PZaWlvT29mJs/Lvl9z//8z/Y2tqKzaGoqEiMkVqtZnJyEjMzM1QqFUlJSTx69IiPP/5YXN/c3MytW7cADH5/YGAgz58/58qVK+LY/fv3f28dpZGREcbHx4UQMzY2fi27a3R0lJcvX6LVatFqta+dq7m5ueTm5gKI/subU319PQC2trb09fWh1WqZnJxkaGiIrVu3UldXx/Xr1zl8+DDXr18XCsfTp0+BWVeZzNICxFpbtWqVGIOwsDBycnLQaDSEhobS2tpKd3e3gZsWZuMJQ0ND2NraolKpMDMz4+HDh5ibmxMZ+bu0mrCwMGpqarh58ybe3t7k5+fj7e1NeHg4MCsnIiIixNobHx/nq6++oqWlhampKczMzOYEzN8k/mLFud4Uuru75wi4qKgovLy8sLOzw9bWlpmZGX79618zOTkJwMaNG7G1taWsrIz8/Hz27dtHbW0tDx/OMjHliVFdXY1SqRQfWbh/9dVX4l6BgYFMTU2hUCgMhDfMapYpKSnCB7x582YiIyOZmJjg9u3bBv5ADw8P3nnnHTQaDb/4xS/YvHkzERER3Llzx8DXbmVlxTvvvIOdnR3/9m//Rnx8PGvWrKG8vFwsHIB/+Id/wNbWlqmpKaEtGRkZsW3bNnx8fMjPz6etrY1ly5Zx7949goODSUxMZGJigosXL9LS0iLaevr0KY8ePcLExISAgACDRWRvb09dXR2dnZ0MDQ0B0NraSmtr62uf169//WsWLlzIokWLcHNzw9ramuHhYVxcXFAoFNy4cYPa2lqDa86dO4etrS0eHh7i4+LigqWlJaOjo7i7u1NbW0ttbe0cFgfMUuXWr1+PqakpSqUSU1NTBgYGOHXqlNgIt2zZwujoKF1dXbS1tVFXV2fQRlVVFQsXLiQ4OJg7d+4wNjbGP//zPwNQW1trIDBXrVpFY2Mj+fn55Ofn4+TkJITdwMAAR48eNYhRwKwVpNFo5sRxOjs7Debbt0Gv17Nq1SqCgoJwcXEhNzeX6upq9u/fT29vL0eP/i41xNXVlaioKCwsLLC0tKS+vp6KilnimpmZGR999JFBIFuv15ORkWFwPxMTE3bs2CG0Wb1ez8jICCdPnhSKFUBSUpIQYuPj4+LzKoaGhrh69ar4/ujRI1QqFX5+ftTX13P27FnBSvtmPz7++GOSkpLE+FpbW7NixQrUajVdXV0G/u7KykoqKyuB2U1EhpmZmbi/ra0t3t7eQuj6+fmhVqtRKBQYGRmhUChISkriiy++4JNPPgFmlYva2lpGRkYYGRnh2bPfEf5u3ryJlZUVS5cuJSQkBG9vb/7v//2/woJ70/jeCvTx8XGysrKorKxEpVJhamqKTqdDqVTy5MkTEhMTBftFDuYcOXKEU6dOUVVVRXJyMh0dHdjb2xMUFERQUBD5+fkGQra2tpaJiYnfmxhQXFyMiYkJpqamLFiwwCDYY2VlhYuLCz4+Ptja2vL48WMiIyMpKyujrKwMd3d3Xrx4gbm5Oc+fP+f69evC/2lqakptbS03b97E3t6egYEBLCwsGBkZISsri927d2NmZoZOp+PBgwfk5uYSGhrKhg0b+NWvfkVFRQWbNm0S/Vm3bh1VVVWcO3eObdu2CT/jhg0b0Gg03Lp1CxsbG8rKyujp6WHJkiU8ePBAbCxtbW00NjbS2NhoIHRkl8U3raCdO3dibW1NSUmJcAE4Ojpia2tLRUUFd+7cwcbGRlAru7u7+Z//+R8kSSIwMJC4uDjy8vIICQnB09OTFy9e0N7eLrQ6IyMjQQtramqiqakJOzs7Vq1aRXh4OPX19dy4cUP8jvLycrZv345SqWR8fJz09HRUKhW7du3ixIkTjI+PG7Be7t+/T1ZWlvguSRKOjo6EhISg1WrJyclhcHCQ3t5erl69iq+vLw4ODlRXV7Ny5UqSkpIYHByksbGRvLw8g7ExMzMjJSWFW7duiQ1l9erV2NjYMDIywqeffmoQEFyxYgX+/v6Mj4+jVqvntAez60Gv12NmZoYkSUxMTKBUKqmqqiInJwdzc3O2bt1KVlYWZmZmIobS3d3N/fv3CQ4OZtWqVXz66aeUlJQIF5ter+f69evU1NQQGRlJVVUViYmJVFZWcuHCBd5//32USiUjIyOcPXsWtVqNv7+/2NBbW1t59913BTsGZimux44dQ6/XMz09jYWFBfv27aOrq0sI1rq6OqGAPXnyBJhlTSUnJzM0NMTt27f5wQ9+QG5uroFCp1ar+eUvfzmHgiojJSWFyMhIVCoVp0+fZnp6miNHjtDb20tbWxttbW0GCoVMaPh9kK1P+dl+0/qVJAkzMzNsbW2/Nf/hTeF7J9BlYXLy5EkkSWLZsmWsWrWKzMxM+vr62LZtm/Cpv/POO4yNjVFbW8uKFSvw9vYmICCA6upqkpKSePbsGYGBgej1+jkaM8wupMTERKanpxkeHubkyZMGwmzHjh0i+ArM0YQGBwc5c+aM8BW3tLRw6dIlGhoaiIiIICkpiV/96lckJyczODhIaWmp4ITfu3ePjo4OAgIC2LJlC7/4xS+Ij4/H3NycjIwMvvjiC3Q6HQ0NDVRWVuLj48OOHTswNjZm8eLF1NTUsHr1amE1hIaGsmjRIo4ePcrFixeBWTdLRkYGGo2GmZkZLl++DMD+/fuxtrbmwYMHqFQqjIyM8Pf3x8/PD09PT3GejMjISDZs2ICxsTGnTp1ifHycRYsW0dLSQlNTE3FxcaIfMhtC1mBfRXBwMJs2bRLmck1NDTqdjhUrVohz1Go1zc3NXLt2zeDaDRs2sGzZMuHOkYX91q1bcXFxIS8vj6GhIfbu3UtWVhbDw8McOXIET09PPDw8qKurIz4+Hpi1zLKzs8WG6+fnh5mZGUVFRVRWVgrX0K1bt3j48CGurq7s2bOH+vp6pqamhNuno6ODBw8ezJnD7777Lvn5+UxNTbFq1Spu3bpFf38/VlZWXLp0CZ1OR2BgIM3NzXh5eVFWVoatrS3u7u4UFhYCEBsbi4+PD+fPn8fe3h4bGxuKioooKirCy8tL0O8yMzPx9fXlrbfewsrKiv7+fgoKCujq6sLBwYFLly6hUqlETCg8PJyKigpiYmKwsbGhsLBQBMXDwsKoqqrC3d0db29vzpw5Q3Z2NvHx8Zw5cwatVsuBAwfo6+ujtbWV9evXc/36dUpKSsRmOTU1xcWLF9Hr9Xz44YcMDQ2RlpbG3bt3RfLNhx9+iKWlJSdOnBBWH8Df/u3fYmFhIcZgwYIF7N+/n9zcXMrLy8V5QUFBuLq64urqKlhbra2tWFlZUVRUxIIFCwgJCWFychKlUokkSTg7Owvl6Jtwc3MjJiZG8MirqqoEOwtm/fQrV67EysoKExMTtFotP/3pT1m9ejX29vbU1tZSUlJCcXExXl5eTE9Pi03qTeN7J9Bf3Q0/+ugjnJ2dAYT/65uB0qmpKczNzcWEioqK4vz589y5cweNRoOHhwc5OTncu3ePJUuWoFAoaGpqIiAggMLCQiwsLAgMDOT8+fPCr2hqaoqFhQVZWVm4uLiIrMaamhoRpW9ububDDz/k8ePHlJaWCp9dQ0MDSUlJJCUlCe1ZqVSyZs0a4WMH6OjoYPHixWzbtk1ocTJv28rKigsXLggmhIuLC3v37hU+2bi4OGpqaqisrKS7uxsbGxtsbW0ZGBgw8N+1trZiamo6J3PP3d1duARk01utVnPt2jWam5txd3enr68PCwsL7O3tqaqqoru7my1btuDn58fNmzfp7+8nIyMDR0dHkpOTqaiooKCggKGhISwtLenv759jej9+/JipqSmSkpLw9PQkICCA8vJydDodpqamTE9P8+jRI4qKioR/G2aTQvLy8jA2Nhb+TlmgKxQK4uLiWLBgAV9//TW/+MUvAEhISMDTc5ZpGxYWxvXr1+nt7aW5uZmCggL8/f3ZvXs3J0+eRKFQsGvXLp49e0ZeXp6It8iLPyEhgeHhYeFnzsjIoL+/n5GRERwdHdmyZQtLliwhLS2N6elpuru7uXPnDkuXLiUqKkoI9La2NsFOmp6eprm5mc2bN1NQUGBA/0xJSWH58uUYGxuzaNEiGhsbRbynqKhIBFpffZ79/f2oVCqioqK4ffs2d+7cwdTUlP7+fg4dOiS0ytWrV1NfX09hYSEODg4UFxezdOlS1q1bJwKi1tbWuLq6CiKBrNGuWbMGpVIp6KQRERE8f/6coqIiAgICcHNzIzs7m66uLvbu3Yu9vT329vbEx8dTWlpKc3MzRkZGtLe3C+rhq7h8+TJ79+5lZmZGbNytra0G8QCFQkFAQACLFi0SxwYGBoT1eu7cOb766ivWrVsnZMPQ0BA3btygvr4eKysrtm/fTkdHB/X19QQEBPDw4UPa29vZtGkTDx48EMLc0tISZ2dnamtr8fb2FuwbOYZmZ2dHWFgYYWFhqNVq7t27R0lJCcAc6uObwvdOoKekpAi2SkNDA05OTkiSxODgIO7us8mpHh4e7Nmzx4BB0tPTg4eHB4GBgVhZWQm/9L179+jt7WXFihWkpKSQmZmJkZGR4LnLmqBSqeTgwYPk5eVhbm7O5s2b+fzzzzl37qU589EAACAASURBVBzvv/8+ZmZmgiGTmJjIo0ePaGhoYPny5SxdupR//dd/FX3p7+9nbGxMMGBkQeDt7W0wObdv345CoRDCSRZgfn5+JCcnC05rb28vhYWFhIaG4unpiZOTE/7+/ty9e5fp6WkCAgKorKwkNzdXuKYADh48iIeHB6Ojo/ziF7/A0dGR/v5+0tLSROKDSqXi/v37InCZmppKTEwMn332GdbW1uzdu5f6+npyc3M5duyYEJK/+c1vkCRJbDShoaEUFBSQn59PX18ffX19RERE8PDhQzEOMTEx1NfXc+LECfz8/PD29hbZewqFgry8PPr7+/H19SU1NZX6+nrKysr44Q9/SHp6OpmZmTx79oyNGzcyPT2NkZGRgeCXTXiAkpISGhoa8PLyEjQ12bpatGgRb731FkZGRtjY2IiN19PTk/fee4+bN2+KhQkI6qEMOWi3cOFCkpOTsbe3R5IkvLy8KC0t5fLly5ibm7N27VrBDikvL2doaIilS5cSHh4uLJrh4WHWrl1rwFwpKCjg5s2bODk5YWlpyfT0NB9//DE+Pj6vjSGUlpZSUlKCsbExXl5eTExMiBhBYGAgKpWKjo4OwWaxsrISQjo4OJjNmzcjSZJwj1lYWBhQAWW8GusB+OSTT4iKiuLRo0ekp6cLVkhCQgLBwcHArMYeGRlJaWmpEIS5ubn4+PiQmJjI2bNnxYackZHBxYsXsbe3R6FQ0NLSwvnz53FwcECSJKanp1GpVFy6dInp6WmWLFki+OQLFy7E0tKSI0eOcPnyZeG26u7uFtryypUriY+PR6lU8vz5c4yNjdm5cyeFhYUUFxeLjdLX15f29nZCQkJITU3l/Pnzwre/dOlSMU5ygpVer6ejo8MgiP5qMuSbxPdOoMvBDA8PD4qLi5mcnCQpKQmtVoutrS16vV74nl/FF198gUqlIjAw0CBi39vby9q1a4VZL9OrjIyMSElJEcHBLVu24O3tzcDAAB4eHtja2rJnzx5OnTrFV199RWxsLGNjY0RERODq6oqbmxuVlZVCSMGsa8La2pri4mJaWloICgoCZgVAYWHhnHIEmZmZbNmyRfgfZcHU1NRk4K6YmZnh/v37VFRUYGFhQXBwMI6OjsKPWVdXR11dHb6+vmzbtg2VSsWvfvUrbt26xcGDB3nw4AEzMzO8/fbbDA8Pc/78ebGRXbx4UfC8t2zZgp2dHYCBwFy8eDEBAQEUFBRQVVUl+qrX66mqquLOnTvCMpCZAwcOHMDFxYWamhqWL1/OvXv30Ov1/PCHP+T+/fuUlpaKhXb+/HlgNgC7d+9egoKCkCSJiooKzM3NsbS05ODBg9y6dYvi4mK6urqwtrbGyMiI58+fU1BQQHt7u4hFwGxMoaOjg+bmZgOfqbGxseBDw+zCe/LkCXq9HkmS6OzsNNh05Q1Lq9UKuqqMhw8f8vDhQywtLfHy8kKn06HX6+nt7WXlypWo1WoGBwfR6XTodDqRSQgYcKHl+5mbm6PRaFi9ejUTExN0d3cbBODa2tpISkpCqVSKZDedTsf777/P8PAwT548EcFPGc3NzSKf4HV4/Pgxn3/+OR4eHiJ56vPPP2dkZEQERG1sbDhw4ADDw8OcPXtWXCsHueXfISsgL168EBnY37TS5DENCgoS8zIkJAQPDw+mpqYMLJXz58/j6OjIoUOHuHTpEhMTExw4cIBz585x+fJlpqen8fHxYWZmRsxbExMTVq9eLeiuMLup7Ny5k4ULFwrNX1YEJEkiPDzcgCmVlJTEyZMn8fHxwdjYmL179xoIdbkNKysrBgYGyM7OprW1FVdXV/bt28eJEyfmZKW/KXzvBLqMzZs3U1VVRXl5OS9ezCalqtVqPvvsM7q6unB3d2fnzp1cvXoVExMTEhMTxeR91ZSLjIw0SDGWBfrw8DDnzp0Tx1tbW/Hz80On04nJ4enpybZt20hPT6ejowOlUklgYCAw69rJzMzk/v375OXl4e3tzaZNm9Dr9Tg5OXHhwgWhJVVUVGBvb89bb71Fd3c3FRUVxMfHU1xczNjYGDt27BB9q6ur48qVKzg7O7N//35OnDiBubk5hw4dorm5mcbGRoOAkgyZDSNPtvj4ePLz8+no6KC6uhoPDw8cHR1xdHRk1apVYiEODAywadMmoqKiDIpQyQJdhkqlIjo6es69GxsbMTU1NTg3Li6OgIAAYZovXLiQiYkJqqqqWLlyJStWrGDJkiWCBy9j/fr1BAQEiH5oNBpB85O5x56enqSnp4vN8fjx41hYWLBx40YiIyPJysoSfv24uDimpqY4duyYiF3Iafvr16/HwcEBGxsbJiYm0Gq19PX1cfbsWcEXl2MJ/v7+qNVqjIyMCAkJYWBggJcvX7J9+3bGxsbo6Ojg8ePHBjkJr/LkZQwPD9PY2EhoaCgWFhaYmppy7949Xr58yZo1awgLC+Ozzz6jrq6O999/n+npaS5cuCC0edm9dPXqVSwtLfmbv/kbfvOb33D9+nXCw8PFOnkVixYtIiwsDBMTE0FRTEtLE1acl5cXCoXCQLscHx9n3759uLm58fOf/5zly5djbm7O5cuXkSQJSZIwNzfnBz/4Ab29vZSUlBgEFicmJrC3t8fLywsrKytUKpWBoJY17sbGRqysrITlvWzZMqampoR2bWdnx+HDhw0YOUqlkv379/PVV1+RkZEhEuHkmJBcYuBVyw1mc0esra0JDQ0VyVI6nY6CggLhnpJJF/ImKvv8vynUZflQU1PDnTt3UCgUrF+/nmXLlhkEh/8c+N4KdDlrztjYWAQz7969i5mZGW+99RaLFy9GkiQiIyMpKCjAycmJhQsXUlFRYUDvq6qqoquri9jYWBYtWoRer2dsbIzTp0+j1Wr58MMPhWnv4uICzGqKMmT+M8xO1JMnTwquMSAmqpGREZ9++qkoiPVNbN68GV9fXxG8SU5OxtramuzsbOE6unfvHqOjo3h7e7Nv3z5MTU1ZsWIFWVlZdHV1CX/d5OQkGRkZBouotLSUpqYm/Pz88PPzIzw8nLKyMtLS0piamiIlJYWKigpqamoMiojBLJNHq9USGRkpfK2vCvTBwUEKCwupq6tDpVIJge7s7Mz777+PsbEx9+7dIzs7GyMjI4qLiwkLC6OzsxNJknBxcSEhIYGamhpKS0txdXWdEzCF2cxADw8PEhMTCQwMZGxsTAj0qakpnj59SmNj4xye77Zt28RGa2dnZ+DukkskyHVSYmNjqa6u5ujRo8TGxor4iGz1ybRRucpfV1cXwcHB3L59G71eT0pKCpIkcezYMW7cuMGRI0fQarUGLhOYDagbGRlx/fp14WrQarWkp6eL4OTMzAwvX77Ezs6O2NhY4QJIS0vjJz/5CVZWVmg0Gt566y0WLFjA559/Tl5eHi0tLYSHh6NQKJicnBTsDTlh5969e4SHh9Pb28uTJ09ITU0Vgejq6mp0Oh0bNmwQWunhw4cZHR3lv/7rv8RcNjc3F3EWU1NTTpw4gVqtZu/evdTW1tLb24skSZiamhrUaDExMWHbtm1iXAHBn9+yZQs5OTmUlJSwceNGWlpaWLp0qYG//FVrSm7/mzAxMWHv3r1cvHhRuIVky8He3p6UlBTCw8NRKpX8+te/FlTExsZGYenKKC0tJSIigjVr1tDU1ERmZiZ3797F0dFRzD34nVD/7LPPxLgUFxezcOFCUlNTDerb/DnxvRXoMPtAY2JiDNgpWq2WsrIyOjo6cHd3x93dHUmSKCoqQqfT0dLSQkBAAC0tLaxYsQJ7e3vKy8u5fPkyBQUFYnGNjIxw6NAhXF1dBddaDsja2trS2NhIRUXFHJ9lV1cXarV6TqXD7u5u3N3dCQwMxMnJCWdnZ5GOv2DBAs6cOcO6detQq9Xi4UdHR2Nubi5YKaOjo/j5+bF3715RfCo8PJxbt25RWloqNIaamhrq6+txd3enp6cHIyMjEhMTefLkCZWVlVRUVKBQKAw2Fjku4erqiomJiRDKoaGhaLVabty4QVFREYsXLyYmJobp6Wl0Oh05OTncv38fhUJBQkIC8fHx/OY3v0Gv19PT00NeXh7r16/nzp07wmo6evQoGRkZKBQKHB0dUSqV2NjYoNfrBVvBzc2NRYsWicXl4uJCVFQUJSUlnDt3DhcXF7HxyLx5maq3cOFCkVNgZWXFl19+SUBAAGvWrBHaU1dXF/n5+XR2drJ9+3YsLS05c+YMISEhxMfHc+PGDYN5lZubK8x7Wfg5ODjQ1dXF4OAg1dXVokYLzMY/vvzyS4Ns2+TkZB4+fEhxcTEBAQE0NjYyMjIishblbE/5GcnPZ3BwkI8//lj4uGXNcmRkBGNjY54/f45Wq8XBwUG4vGT206v4wQ9+wIULFzAxMSElJQWtVsuxY8e4cuUKBw8eZHx8nPz8fDw9PQVjSK69IwupgwcPkpWVRVpamijgdu3aNUxNTTl8+DCenp7cvXsXU1NTRkZGOH36NBMTE1hYWGBsbMzU1BRfffUVH3zwAaampvT09FBcXMzixYuJjIyku7ubyspKXFxcmJqaIiQkhO7ubgoKCmhtbTXgj/f19ZGeni4s2FcxPT1toHjJUCqV9Pf309DQgIuLC0lJSWRmZjIxMUFKSgoqlWpOwlh3dzcPHz7Ez89PjLscAxgZGREbZltbm0FWNiAUs/+/8L0W6IODgyLVXYY86PX19QYTWq4nsnHjRpYsWcJPfvITLCwsiIqKIjIykubmZgMXi6zlyslJlpaWQtinpaUxNjaGjY0NKSkptLW18eTJE6ytrZmenubDDz9EqVTyf/7P/xHtydr0q3WR+/r68PHxYe/evVy+fNmAwZOXl8eLFy8M6FEw628/f/680LRdXFyIiYmhsLCQ7u5uHj9+zK1bt0SxKjkY6uXlRXx8PFNTUyKC/yobYvny5URERGBsbMzRo0cJDw+nsbFR1Irp7e3l7t271NbWiusaGxtFarucnafX69FoNCxfvpyZmRnKy8vRarUMDg6ydu1abG1tWbdunfDRe3h4kJeXN4cu9v7775Oeno6FhQUJCQnk5ubi5ubGP/7jP1JXV2eQiNLU1MSSJUsICQnB19cXY2Njzp49i0aj4ciRI9y9e5eSkhI+/fRTIdBPnjyJkZERu3fvJiQkRJRbHR4extvbmy1btmBtbW3gFgkMDDQwmV1dXWlra6OoqAiFQiH84hUVFXOE6fj4OL29vfj6+nL79m1KSkqoqKgQsYm+vj5aWlpISkoSPO4zZ84As5aOq6srxsbGjI+Pi7ks/0/Ol/jm/ZYvX87y5cvJyspCrVbT3t5OY2Mjq1evxtLSEktLS1JTU7l27Rrl5eUiW3PTpk3CupUT2yYnJ/Hy8sLf358jR47wySefiE3T1NSUd999V1irWq2W6elpsU4OHz5MZmYmNjY2xMbGkpaWRkZGBjt27ODq1auoVCpRwTA+Pp7KykqxFmpqaoTlJ1cM/elPf0pMTAyWlpYiWC9vfjMzM1RXV1NYWGjA5Tc2NiYmJobu7m6amprmCG3Zvy+z1B4/fixq8VRXV5OTk2PgNpSL7ckBc1NTU4PNRsbRo0dJSEggISHBIDP4z4XvrUCXgyxyrYr29nZsbW15+fIlH330EWZmZvT391NXV2cQ0PD29hb+QdlcGxoaem0qtIODgyi29Wp1O0mS2L17t9ilS0tLCQsLIy4ujuPHj3Pp0iUOHjwoXqSwcuVKMjMzOXXqFNHR0aSkpGBiYkJvby/R0dGYmpqyatUq4VOG2bR/Dw8PoqKicHd3Fwk8MTExPH36VGjUKpVKVJr79NNPgVmtfevWrSgUCiIjI4UA2bdvH0ZGRoyPjxvcC2bZDM7Ozpw9e1ZocKOjo8Jf6OTkxObNm/H09DTIioyIiBAsCJh1O01PT2Nubs7y5ctFQBZmg3ayJi3j+fPndHZ24uPjI4KgpqamjI+P09LSQkhICEuXLhV86G3bts0JpNnY2BAfH2+gkclURxMTE1EMTGZ7yJDdLy9evDDQ3NVqNZWVlQwNDRlYK2VlZZSXlxMaGkpUVBQuLi7U1dVRW1srsm8bGhrQ6/WEhoYaCLyxsTHhTpHberUkbUBAAEVFRWg0GkxMTAw290WLFpGYmIhOp+PkyZOiT8uXL2f9+vXo9XqGh4f55JNPDOZpU1MTzs7OeHl5UVhYyOXLl7G2tjaIGUVGRtLU1CT80kFBQRgbGzM4OIgkSURFRRnMtfT0dJ4/f27wDLRaLdnZ2fj6+uLn50dfXx8TExOiyqK7uzsajQZXV1d8fX1Zs2YNBQUFNDY2MjMzw5YtWxgfH+fly5ciJ0JGXV0dK1asICEhAZVKRV9fH9PT0zg7OxMeHo4kSQaJVseOHaOnpwdPT0+hCJibm6PValm2bJkgToyOjtLd3c2NGzcMyAj/9E//JGIeS5cuxcfHh5iYGNra2gyUR7ncwdq1a/H19cXa2pqTJ09iZmbGu+++S05ODh0dHQQHB1NUVERdXR2bNm0SCuefC99bgX7hwgUsLCx45513KC8vZ3BwkJ07d3LixAmuXr3Knj17sLS0FGnEGzduJDc3lxMnTpCSkgLM7trFxcXcvn1b1K6WmSo1NTX4+fmxbNky6uvrRZ0WmOX1hoSEIEkSz549Y3x8nMDAQFxcXNi4cSMZGRkUFRUxNDSEv78/vr6+/O3f/i2FhYWUl5fT3NzM8uXLmZqaQqvVcvbsWVFZUBYeVlZWbN26Vfgaq6urmZycFJrMyMgIT5484enTp3NS5dVqNTdu3MDV1VVo8EVFRbS0tFBZWUljY6Ng4rS0tKBUKrl16xaxsbEiIcTS0hIPDw/hqhobG+P69etzGBHV1dWMj4+zbds2zMzMRMBZ9i++qiXV1NSgVCrnvEnnn/7pn2hoaODJkyds3LiR7OxsLl26hFarJSgoCFNTU8LDw0UMobW1VdSYljn3n3/+Obt37xYWkE6nM/BxSpI0ZyOQufWvQnb5+Pj4kJKSQkhICD//+c9ZtGgRMTExVFZWUltba6Alw+xmpVQqiYmJYfny5YyPjwuBbmFhwQ9+8AORWCZjZGSEgYEBzM3NCQwMpKioiNbWVtra2gQ//ObNmzx69IgVK1Zw8eJFenp62L9/P5mZmUJ46/V6bt68iU6nw8rKipGREbZv305FRYVBqrxarSY4OFhQJIeGhhgcHDRI1Zezbl+HFy9eMDw8LBQNWdDHx8fz5MkTbt26JfzhMLsBvHjxAo1Gw8jICM3NzWKtAkJwZ2ZmvvZ+r963oqICHx8fkc9hY2NDR0fHnMxLOctZrtEu1zX/9NNPKSsrY+PGjUiShEqlorm5eQ6zrLOzk8ePH6NSqfDy8kKj0VBeXs7du3df27cHDx5gYmLC7du3GR8f59ChQzg5OREXF0dbWxshISFERkaSnZ1NWloaixcvNnjxxZvG906gv5qOfeTIERwcHBgfH8fMzAx3d3dSUlJE8kdLSwsDAwMcPnwYb29vPDw8OHv2rGhD1jRDQ0NJTU0lLS2NBQsWsHXrVkZHR8nOzqagoICJiQmxUOzt7UWFu/DwcJqampAkSfgTly5dSkdHhzDVZb6prO2YmppSVFQktIqamhosLCxITk4mOjqa//iP/xB1wo8fP87u3bvx8/PDxsbGoL6KlZUVixYtYmBgwMAf7ujoiFarpaKiYs7EOXv2rKBjxsXFcezYMXx8fAgNDRUahZOTk3gZiMwpT0tLo7u7GyMjI9auXYulpSWXL1/mo48+4unTp+Tn5/PZZ5+xa9cukQRlZGQkXAby9x/96EcolUo0Gg2//OUvmZycxM7ODpVKxZ07d4TvVs4whd/x4OXf3traSlJSEvb29ly+fJmIiAiio6M5d+4caWlpbNq0icjISKGhA7S0tJCZmSl8n7J1snXrVtzc3ESiz6vshUOHDgn3irm5OePj4zg6OrJ+/XpSUlKor683cPvExsaKuiWAEOarV6+msLCQ9vZ2WlpaDDRovV7PiRMncHV1JTo6GqVSSUZGBlNTU6xYsQI/Pz+6urooKCjgzJkztLW1sXXrVgICAkR9FL1eT2ZmJnV1daL068WLF3FycuKDDz7g0aNHIgYDszTEx48fY25ujp2dHa6urgYCHWZZR3IG9czMjMGmt2PHDnx9fdHr9RQVFREVFUVKSgp6vZ6ysjKDiqZydVEZY2Nj5ObmzmF6rFu3DnNzcywsLOjp6TG4ZuHChQwODoosWBmvastKpdLA6nvw4IGBC8/ExITw8HDBopKzVTs7O4mNjeXRo0c4OjqiVqvJzMxEo9Hg6+tLQUEB9+/fZ3JyktDQUFFO5Gc/+5nwjRcVFRkwdPLy8rCwsBDMm/T0dCIjIwXlWbZWS0tLhWL5JvG9E+ivalm5ubmsWbMGrVYrBjA6OloURZJx69YtNBoN4+Pjc94+JLf5y1/+Evjd24zkgNvExARhYWH4+Phw7do1du/eTXZ2Njk5Ofj6+or0bHkhw+wiln10RUVF3L9/f06x/lfxd3/3d1hYWAhh6OXlxcaNGzl37hxnz55l06ZN2NraMjo6ytTUFMbGxjx58oSsrCwGBgZYsmQJ4eHhpKWlsXLlSsLCwpienqavr4+uri6ysrKEcJe1h7GxMXp6elizZg0LFy40SFL65S9/yfT0tNC2X7x4weLFi1m7di1WVlYUFhYiSRIODg64uLjg7u7O119/zfHjxwW3Pj09HYVCId4o9cUXX1BXV0dUVBQVFRVMTk4SFxfHnTt3yMvLY3h4mA0bNqDVag18jfLCfZUyGRgYKDj2dnZ2mJiY8Dd/8zdcunSJzMxMent7RfW/K1euUFtbi4ODA++99x6SJAmBXlpaygcffICtrS137tzBwsKChQsXcu/ePc6fP8/OnTtRKpWC/y1Dp9PNsYoePXpEZGSkmAdPnz7FwcGBZcuWUVhYKH6HnJcgtxcfH09zc/McLXV6epq8vDwhbNva2oiOjhbZiKampsLVUVNTw8qVK0lMTBQZiLLm/Tq20Pr164mJiUGSJMH4erWu0MOHD3FzcxNFrmCWatrS0sKZM2fYvn07QUFBTE5OYmlpydjYGNeuXaOxsREnJyeDwmOrVq3C19eXL774AoAf/ehH5Obm0tDQgEqlQpIkli9fjkKhYGxsjKtXr7JgwQL27t3Lp59+irGxMR9++KEoF/HqJrp3715cXV3p6enhyy+/ZP/+/fj4+JCTk2MQH/rv//5vbGxsmJ6e5uc//zlmZmbo9Xp2796Nh4cH5eXlxMTE4O3tLd481traypMnTwgLCyMhIcGAzWZtbU1fXx8JCQm0traKZyRr/qOjowaF+qqqqpAkCWtr69dWM32TMPrxj3/8Z2v89+HYsWM//vDDD//o6xwdHXn48CHh4eE8ffqUiooKhoeHReJETk6OwYA5ODhgbGyMlZUVTk5O+Pn5GSRjwKy2+yorRU6Tl5GSkkJrayvDw8OsW7cOb29v7t27R1NTE729vSxbtgxra2tqa2u5ceOGAS0SZpNEli1bRkREBLGxsaxatYrnz5+jVquRJIm2tjZCQ0PR6/WUlpYSGBhIYGAgixcvpquri/Lycl6+fMnExAQBAQHcvHmT/Px8VCoVO3fuZMWKFVhYWFBSUoKbm5vgDltaWvLkyRODyoejo6P09fUxMzNDc3Mzrq6uZGVlCVdPSEgIzs7OgosvY8WKFeLVaHKRftkXa2Njw+LFi+ns7DRwyRw4cICQkBCsra159OiRoFZeunSJoKAgUlNTKS8vF89DkiQyMjIMzOCdO3eydu1agoODhRBta2sTLpSEhARg1n0WFhaGTqcT1klvby+9vb0kJiby9ttvizKtDx48ICIigpaWFjw9Penr66OsrIzU1FSSkpKwtLSkoqKC5uZmgoODaWtrY2RkhOjoaLq6ujh9+jT9/f3o9XqcnZ05cOAAtbW1VFVViVrnWVlZBAcH09PTI2h7q1atYvXq1dy8eZOIiAhevnyJubk5hw8fxsfHx2CT6OnpobOz00A4dnV10d7ezsTEBJ2dnSL+EBcXR2JiImNjY4yNjVFTUyOSmqytrdmxY4coAOfl5UVlZSX9/f0MDg5y+/ZtYmJiSExMpKqqik2bNmFkZCTW1fT0NE1NTWzatInY2FiePXtGeXk5Y2NjdHd3o1KpKCgooLe3l5SUFOLj47l//z5vvfUWkiRx//593NzcGBwcxNvbm+npaUpLS0lOThauTU9PT+zs7Lhw4YJwNTk5OYlSGKGhodja2lJbW8vz58+JiIigu7sbExMTFi9eTGlpKYODgyQlJZGRkWHgDtuyZYuwwmTraGpqir//+7/Hy8uLlpYWHj58SHJyMhqNxqDKpiRJuLm5YWxsjJmZmcELqfv7++nv76e6uprVq1ej1WpRKBS89957REZG8vTpU4aHh/H09GR0dJQFCxZw4MABNmzYQElJCXFxcQZvaPpj8C//8i9dP/7xj4+97n/fOw1dxooVK4iIiDAwvWZmZoiNjaW3t1eY6CkpKSJ4CbPa1d27dw3qhwcHB5OQkMC5c+c4cuQICoWCkydP4u/vL8zxoaEh8YZ3mcsqa7W3bt0SZqKjo6MI4MhulYGBAdzd3cUD1Ov19PX1ER0dTUBAAF9//TVffPGFeCWerKGamZmxf/9+srOzBWviiy++EC+BSExMFP5oWZOUtQXZr1pSUsKiRYvo6OjA19cXV1dXcv8/9t47quoz3fv+7E0VhE2vm96bVBEQxYiNYm+xRI2mTGYmk7POzP/vOuesWeusOZknZZIxGks01liJKAoIqIB0kCq9o/QusCn7/YP3dw9bMufMM5PM++Rd77WWa8UIu/5+933d3+tbHjwQSjnJ9dHMzIy+vj727t0rkmskmhnM+5NI1qK9vb0aHQv8JRh3YaWmphIQEEBAQABhYWHcu3ePW7duMTU1xapVqxgaGtL4HiS2ikS9kz4DMxpp6QAAIABJREFUExMT8Xp37drF9evXGRgYwNHRkcnJSbq6ujT+LKytW7cKr2r4ywkvPDycxsZGgX2am5uL7jcsLAyFQsG1a9c4deqU4HtL6UYGBgbs3r2bK1eu4Ovri62tLceOHePixYt8++23LF++nOnpafGdmZmZMTExQV5eHjY2NqjVapycnDAxMSErK0u4fi6sjRs3CvuFf/u3f8PR0REnJyeqq6sXZYPm5eUJf5mFFRYWRlxcHHK5XJjKxcfHU1dXR0ZGhlj4NmzYgFqtRi6XiyxVCwsLHj16JE6akrXv8uXLhRgN5tlj1tbWvPXWW1hbW4vBtjTw/e6778Tr7e/vFz5J0dHRzM7Ooq+vT0VFBd3d3TQ2NhIfHy/8maKjoykpKeHhw4ds2rSJgoICES5jZGTEkydPWLJkiQhbOXHiBDMzM2zcuBGZTMb9+/cFPPW6B3p6ejrx8fG0trYik8koKytbRIyws7OjurpavFfp+m9raxNCM2kzdXR05Ny5c+Tm5tLT00Nrays7d+7E39+flpYWvvvuO06dOsXu3bsBzRPnj1k/uw69p6eHmpoa2tvbycnJQV9fXywKGzduJCIiQnQ6hoaGtLS0aKgcKyoqxKBUoVDg5uZGXl4e2travHz5EjMzM9LS0jAwMODgwYPI5XJKSkqYnJwUGHhhYSFlZWXi2Dw3N8e6deuIj48nJiYGFxcXpqenKS8vZ9euXXR3d5Ofn4+5uTlWVlYMDg6Sm5tLaGgoAQEBODk5UVxcLAYv3t7eyOVynj9/TkFBAa2trRpiGSMjI3x9fTE3N9eAJ2pqapienmbZsmWkpKSQl5dHcHAwW7duJTMzE2dnZ2GEJJ1ipMDnvr4+Ojs7cXBw4MKFCyxZsoSdO3dSXl7Oxo0bGRwcpKysDE9PTx4/foyPj4/wDklKSuLRo0capxw9PT1xasnLy2N0dFQEIsB8l7OQfaSvr89vf/tbYH6R2Lx5sxg4+/n5UVhYyOTkJFu2bGFkZETcoDk5OZSXl9Pc3Mzs7CwzMzMaeGpDQwPGxsZCFCbJ/WNiYtDT06OkpIRXr14RHh4uhuLj4+Po6+tjZ2cnfK5VKhU1NTU4ODhw6NAh2tvbRTaqlFTj7+9PQ0ODhsdJQECAoMoupIpGRUXh6+vLs2fPaGtrY3h4mK6uLj788EMGBgYoLCzE0dERhULB48ePCQ4O5o033sDf35/y8nKN9yiFLvv5+aFQKMSm1tPTg6mpKdbW1qJblgaaC+mYLS0t2NjY0NHRIa4fIyMjSkpKxCZdXl5ORUWFmA0sLMl7H6C9vZ3nz5+zatUqDA0N8fHx4cWLF+LEq1arBZSlo6MjrqumpiZ8fHxYv369uFelZqWoqIjKykrUajV79+5FV1cXW1tb2traqKqqEve/jY0NBw4cwNPTk7KyMgYHBwkNDeXbb7+lra0NS0tLXr16JYgOJSUlAhrp6uoSBnDx8fE0NTVhbW3N+++/j4+PD5aWlsIlcSHsK6l7BwYGhAVvb2+vcHaVriUPDw9qa2spKipCrVajVCr//w4d/hLz1d3djbOzM3v27EFPT4+TJ0+Snp6Ok5MTLS0tREZGYmtry/Xr16moqBBdmpQaExAQwKNHj3jnnXc0pM0ZGRloa2tz7NgxZmdnhewY0IBSnJycBHcZ5m8KqcODv7j9mZiY8Pbbb3PlyhVu3LihoW6U6IaOjo4kJCQIauJCPNXQ0BAHBweNwZVKpSIpKYnk5GQ8PT3x9/fHw8MDU1NT2traSEpK4tmzZ0RGRrJ+/XpUKhUzMzMMDAxw4sQJjU66s7OTEydOCFXhxYsXMTU15eDBgwL3NzExYd++fZw6dYo///nPACLMoK2tTfCZJyYmePz4MUuXLkVfX59jx44xODioQV2UamZmhoSEBLy9vTl9+rTInJTsTYOCgujr6yM/P18ET9ja2jI3N7doiOfs7MyWLVuYnZ3l9OnTmJubExISIuLIkpKSaG9vJy4uTtyM+vr6Gp4+rw/d/lodPHgQbW1tqqursbS0FH4m3d3dwnVyYf3Qe4d5llZ0dDROTk5UVFTw4sULAgMDMTMzY+fOnZw5c4bvvvuOAwcOiNf74sULrl69uoit09PTw9q1a9HR0SE1NRUtLS1+9atfkZSUxK1bt+js7GT9+vWiaZG69d27dzMxMUFmZqbAjqVM0Orqag0Gyc6dO1EoFMhkMm7evKnxHZw/f579+/djZGQkHltSSmtpaeHj46Mx0D95cn4tel1+393dzdmzZ9HS0kJLSwttbW3x71Lz9M033zAyMvKDqV/29vbi53t6epiamuLUqVPMzMywf/9+xsbGSEpKIjIykuXLl4trGeZtnbOzsxkfHycsLIy5uTnu378vouZsbGxYsWIFjx490mDyuLi4MDo6uuhk2NrayrfffrvoNUr19OlTNmzY8Ff//e+tn92CrlQqRRBxS0sLZ86cITg4mKioKG7dusXFixeFoY+9vT22trZkZWXh5+cnhhVvvPGG6Ni6u7vZunWrxqI+MzPDqVOnfpBetHA42NXVxddff42zszPNzc2cOHGCnTt3Cs9jmL+g9fX1OXjwIDdu3NDgFw8MDFBcXExDQ8OiSKzQ0FCioqIwNTUVXV9YWBhFRUUsX74cT09PKioqqKqqoqamRmPSL6lPLSwsRMgzzDMcTExMOHDgAHfv3sXR0REvLy/S09PFDTozM8ORI0cwMDAQ3bS+vj7m5ubCjAzm2TnGxsbExcUREhKCXC7ns88+E2HNKSkp9PX1YWFhwerVq3F1deX06dPi/UkzD1tbW0JCQgQ81N3dLVwmQ0NDefr0Kfn5+fT19eHr68vt27dpaWnBxMSEoaEhlixZQktLC59//rl47Pfeew99fX0ePnxISEgIWlpa5OTk8OLFC8E3Xzg4k6wH/lpJzpkwzxTasGEDra2tREREUFxcTGlpKZ2dnYvYG2+99RZaWlqMjo7S19ensWFIjI+F9ezZM4yMjHBwcGDbtm1cuHBBDBPr6upIT0/HwMCAo0ePcuHCBXx9fVEqlSQlJXH16lXefPNN6urqcHJywtTUlLfeeou0tDTy8/Pp7u4WNN7x8XG8vb3x9fUVJIGFTJaqqiocHBzYs2cPk5OTfPnll4yMjODr68v169dF51tcXExQUBBVVVWcOnVKLJpSZJ0UPSjdr/CX7FaJx73wlCZlj0ohyrOzs4tohUZGRnh6eoo4OskQzcvLi8LCQvLz87GzsxMLrJ6enmDDScyXsbExDT2C9NxtbW3ihBAeHk5DQwNpaWk4OztjZWUlFvNly5bh7u7OzZs3cXR0JDQ0lIKCAgHBAiQkJGBpaYlKpRJ/ioqKFi38P3b97Bb0iIgIrl+/ztGjR+nt7aW0tFR0YoDokCTJf2xsLBcuXKC4uFjAFsuWLRNQRVdXF46Ojos8IVxcXHB3d8fIyIjCwkIh8a+oqEClUhEbG4u1tTXa2trY2NiwYcMGrl27xjfffMO6deuE3FfqcrS1tYmNjdU4jl+/fh1dXV1cXV1FoHJ9fT0KhYLy8nL8/PwwNTUlKysLExMTNm3axPj4OAUFBURGRhIXF8fGjRupqalZ5PTX39//g/xeT09PlEqlwMdNTU0X5UX29fUJfBoQrIDXPZxXrFhBWFgYcrmc6upqRkZGiIuLw87OjpSUFJ4/f050dDRTU1PcvHlTRMb5+vpiZmZGUVERNTU1osuV0pmkAAlzc3OcnZ3FzVdcXMz4+Dhr164lPDyc//W//hceHh5ERESIrg/mhWKSyOX58+f85je/EcEc0nuQbFzXrFnzP6bI+Pn5sXPnTsrKykhJSRHPJXHWLS0t2bhxI69eveLJkydi4x0fHxeDbSmUYWEtX74cf39/sWgDGnDYwpKUyEePHhU0SoVCQVBQkIiIO378OAMDA4J2qqWlxaZNm7Czs+POnTsaXe3s7CxffPGFhif/Qhinvb2dc+fOERISgrm5ufA8qqmpYePGjfj4+FBcXIyDgwMrVqzg0qVLnDlzRnyW0ilx6dKlbNmyhaCgIL788ksA4Vkv+Z5Lm7Ovr69GfmdLSwuXLl3SMHsbGBhgw4YNIo9WMr7bsWMHY2NjpKWlaVAWh4eHSU9Px97eXsA+0uvcuHGjUFcXFxcjl8s1skG3bt3K8ePHxRA/OztbiPYkCCsjI4PZ2VlSUlLw9vZmy5YtfPnll5SXl/P2228LW1/JZkISQUphKj92/eww9N7eXqqrq4mIiMDd3R1fX1/09PQWJYD09fUxOzuLk5MTnZ2dVFdX8+LFC+zs7IiIiEBXV5fS0lLBMpGsQbW0tDA0NKSnpwdHR0eCg4Px9/cnNzeXkJAQvL29qaioID8/n5GREcbHx5mammL16tUEBgbS399Pfn6+GOLZ2tpSUVEhkscXlp2dHb/+9a8JCAjAzs6OR48eoVQq2bdvH7W1tRQWFjIyMkJdXZ24iC0sLIQXi7TYZ2VlacAoa9euJSEhgZUrVyKXyzVYPZ2dnRQXFzMyMkJvby8lJSWo1WoUCgWvXr3C1NRU2PDOzc1RW1tLaGgoycnJGuIKFxcXiouLqa2txdLSkpycHGQyGfHx8ejr61NfX09/f79wOGxtbRUdXF9fH2+++SbLly/HwMCA1tZWwUCQ4ITR0VGhOJU46dPT0yLeTVtbm7GxMZ49e8aaNWuoq6vj1atXwptndHQUpVJJVVUVHh4eODs7C1UoIJ7/b3W/k8lk2Nra4uPjI64VgMOHDwvlb1JSEp6enmzdupXc3FwMDQ3p7+/n+vXraGtrs2bNGhobG9m+fTv6+vqUlJTg7u6Onp6eaEQ2bdrEypUrxXxkIdtqamqKvLw80dU2NzfT1NREd3c3w8PD4rNrbGykurqap0+fkp2dTW1t7SL3zfHxcXE6io2NJTg4WAxxdXV1iYuLEywOKQe0p6cHQ0NDXF1dxRCzrq4OS0tLlixZQkdHBzMzM8zNzdHd3c3KlSvZvXs3SqUSmUzG2NgY5eXlogm4dOkSenp6fPDBB7S0tFBbW0tYWBhaWlo0Nzdz6dIlTExMWLFiBS0tLezbt4+GhgYKCgowNzfH2NiYjIwMAgICMDMzIyMjYxGdNCAggO7ubqqrqzXgsKioKCIjI5mdnaWyspKOjg6hSob5DW9gYEAoxSWmkrm5uXBtHRsbY2BggIaGBmQyGW+//TYGBgbo6+tTWFiIhYUFhoaGXL58WWQjbN++nZycHJRK5d+tGv3vMPSf3YIuBRAPDg5SUFDA/fv3aW5uRkdHBwsLC4H7vnr1ivLycnJzcxkbG2NqagqVSoWnpydGRkaC3iX5paxcuZL+/n4CAgLYs2ePePzm5mZcXV15+fIlAwMD7Ny5k5CQEGZnZ8XFPjIyQmNjI11dXahUKo1c0draWjo6OrCzs2PFihXEx8dTVVWFSqUS5kpOTk4MDw+TmZlJWFgYbm5u+Pn5kZ2dLTpKtVpNbW0tXV1dggqXn58vqIA7d+5k1apVPH36FG9vbzw8PGhtbSUlJQU/Pz+mp6dxd3dn+/bttLW1Caxz2bJlIhauvb2dDz/8UFj4SnztiooK+vr62LhxIzB/wx89ehQrKythUjY8PCzk6Nra2uLzX7JkCdnZ2axatYrg4GDBFgkKCmLp0qU4ODjg5OSkwWxpa2ujpqaGkpISDdWiXC4nISFB8JelzWd4eFgkyiQmJjIzM0NRURGtra0iNqy0tJTy8nJMTU3ZsGHD3+1HbWBggK+vLw0NDUxOTvLy5UuUSqWw0j1w4ADT09Pk5OTQ2dlJY2Mjnp6eHDhwgI6ODpqbm0lMTMTHx4eWlhaKioqYmppCX18fW1tbEZfo7e2Nm5ubMAgzNTVl48aN2NnZaRjCmZubI5PJmJqa0ujAJSqglZUV9vb2WFlZaSxoYWFhbN26VVjYPnr0iN7eXrZt20ZlZSX+/v5s2rQJDw8Pje9menqa+vp6DSpsQ0PDDybw6OjooKOjg5mZGVpaWkIkJonzamtr2bVrF5aWlpiZmQm3VJVKxeXLlzEzM+Pw4cNMTk5SU1PD6tWriYiIoLW1lby8PGGMNjMzQ0ZGBi9evCA8PFzYA8C8eCw2NpawsDANJlB7ezv5+fnCZwjmoTfJm0fCzxfeyzC/qY6MjAibgoUbZW5uLtXV1ajVal6+fElNTQ25ubkMDw8THR1NYGAgY2NjQqwksZj+d+v/U0NRiQrY2NiIlZUVq1atwsXFBaVSyfj4OJ9++imbN28mODiYzs5O6urqNHC6goKCRTJeHR0dYmNjefr0qQh53bVrF5WVldy7d4+vvvoKAwMDhoeHGRsbQy6Xo1Ao0NbWFhdOR0cHo6Oj6Ovri2OVVEuWLMHHx4egoCC0tLSYnJwU4p6MjAyRRg/z5mJdXV2LuvmhoSFmZ2cXpcI7ODiwevVqzMzMUKvV6OjoiIn7jRs3sLW1ZevWrVy7do3e3l5MTU0XdaX6+voi1mvJkiXs27ePzMxMAXWoVCreffdd7OzsKC0tFcMxDw8PjdPN7Owsf/jDH3BwcBCsh/v372NnZ0dMTAyAmOw3NTUREhLC+Pi4cACUwkqio6MZHBykr6+Phw8fiptqbm6OL7/8UrCT3NzcsLW1Ffi2xOUPCgoScmxAzEYWCmr+kbKysuKjjz6irq6OpKQkDbjnk08+0Zi9SEEoMpmMxsZGbGxsxFB8z549nDp1Sry/I0eOcPz4cW7evMnRo0fJyspCJpOhq6uLoaEhQUFBQjUp+fZv27YNPT09vv76a3G8NzQ0ZNeuXRpQ0kLLASmoe2BgQDgVlpeXC/vlrKwsCgsLcXd318D5V61aRVRUFENDQ8I3COB3v/sd09PTfP3112J46erqSn9/Pzdv3kRXVxc/Pz+CgoIwMzMjMzOTiYkJAgMDxfXg7OyMo6OjEEKZmJhw6NAhDA0Nxb2hUqnQ09Nj1apVXLp0SZzK29vb8fLyYv369cIcLSEhQYRb29nZCRjmwIEDuLm50draytOnTzUahsrKSsGgCQ8Px97enoqKCnFKLS4uFild0nf4+9//Hnt7e6Kjo+ns7KSzs3OR8RfMJ2QtxO1fH57/WPWzW9Al2h3M75YuLi7Cv0M6ckodnK2trZDmL8yf3LFjB1NTU0J1pqWlxcjICHNzc0JxKiXxODk5kZSUJC6eP/7xjyJxfuHwBeaNqtasWcPg4KDGkM7MzIzk5GSePHkiQhWWLFkiVK4Lhynp6ek0NDSwZMkSIRuPiIhg48aNTE5O8u2332o8Z2dnJ1988YUInTYzMxMbmY6ODnv37hWnF8lRsquri71794roOisrK8FDhnnjodeHUR0dHdja2gqxRHNzM3fu3NFgOxw5coSGhgYaGxs1cEwrKysmJycxNDTEwsICIyMjGhsbCQwM5LvvvmN8fJy3336b5ORkWlpaWLNmDZaWlkxMTGg8/p49exgfH6exsZGqqiqNzhHmY+/+Wtp7QkLC390R/bXy9PTkvffeEypjX19fTExMBM0V5jfiiooKvLy8aG9vF2IstVrN6Ogo5ubmYiD+8OFDPDw8qKio4Nq1a9TV1QlLgKdPn6JSqYSz4+HDh/nmm2/Iz89ncHCQgYEBDh8+jEql4tKlSxQWFhIREQHMD1QrKyuFkCcmJoaZmRlSUlI4ffo0rq6uTE9PC8vcsLAwUlNT+cMf/oCWlhbbtm3j9u3b6OrqijQkKVawoqJCKHKnp6c5duwY586dw9zcnIMHD9La2irsnF/POp2YmODbb79lZGSE0dFRDVuEoaEhPv74Y2FxAAgmzuslZerC/MKpq6tLYGAgLS0tVFZWEh0dzePHj/Hw8MDNzY329nZBRni9vL292bBhA4aGhoyMjHDr1i2Cg4NJTEzEzc2Nmzdvcvr0afbv3y/U3R4eHri7uwv7gNetqbdv345cLqeqqkrM0CSTth+7fnYLukT127x5Mzk5OZw7d46IiAhiY2M1FvTe3l4xBJNkzZIfi66ursAmN23aRGpqKlevXgXQkPAPDg6K4NqFpaury+HDh7GysuK//uu/hHDp0aNHGBkZCae6mJgYsrKyWLduHTMzM+IoB/MDwMbGxkX0q4aGBjH009PTIz8/X5h4SZ4q+/btE2ELW7du5cmTJxQXF1NeXq7RHcbFxTEwMMDLly/FzSRBE97e3nh5edHT00N6ejrm5ubI5XI6Ojq4du0a4+PjhISEiEUzJSWFyspKJicnKSoqoqioSCTGPHz4EF1dXZycnLC1tWV6elrjCC5ZoPr6+rJ8+XLc3Nx4/vw5ycnJtLW1sXPnTuzs7HBxcSEvL4/p6WnGx8e5evUqJiYm7Nmzh6+++oqRkRExiJ2bm+Pp06cavh+enp6YmZlhYmKCqakpRkZGHD9+HFdX1x99MZdKoVCwYcMGUlNTeeONNxgeHiY3N5egoCARSnz79m18fHyYm5vD3Nycx48fCxhr4Wmprq5OLF4S3LVmzRo6OzvJycmhrKyM8vJyIiIiBENJgmTWr1+Pk5MTarUaV1dXHj9+LEIukpOTsbKyYt26dZSVlTExMUFkZCRLly7l6tWrgn6bnJzMq1evNBhXO3fuxNPTk9u3bzM3N8fjx49pampi8+bNWFtbU1FRwTfffMPAwADbtm1DqVTi6elJdXU1mzZtwtnZGWdnZ+Lj47lx44ZGR/zy5UuMjIywtLQUsKaEVS9dupSQkBAmJyc1TtQJCQmYmZnx6NEj2trakMvlDA4OitNxdXU1vr6+wr+lqqqKkydPMjU1hbm5OSdOnKC7uxs9PT18fX1FCIxMJmPlypXk5uZSV1fH+vXr6erqQq1Wi4B5Hx8fDh8+zJUrVzh9+rQYbOrp6ZGcnCxmciEhIbi5uQnmkcTAef78udBuLKQ4/5j1s1vQpVIqlbz//vukpaWRl5dHY2OjiJt69uwZFRUV6OnpsWfPHgYGBujs7OTIkSNcunSJ27dvo1KpcHNzY8WKFajVanG07OzsFN7U0lHY1NQUV1dX0aVL3F3JVc/R0ZFly5YxNjYm6F9eXl5ERUWRl5dHUVERu3btwsHBgf/8z//UeB8/5JE8OjrK+Pg4enp6aGtrMz4+LhbzPXv24OnpKdwJly5dSlxcHFFRUZw9e1bjZlzY+S+su3fvkpubi7W1tVAoSu/17Nmzgk1hY2NDVVUVfn5+wiJAKn9/f7Zs2YK2trYIfK6vr+fu3bsMDw8TFhaGqakpaWlp7Nu3T6TNLORkl5WVsWrVKoFnOzs7k5ubS2NjI5mZmczNzbFv3z4RBdfW1ia+r5ycnEXMEcmnRirJDGuhUvSnKD8/P1JTUykoKKCqqgpLS0vi4+PR1tYmMTGRL774QghyJPdDSXvg6+srQqYlwdI333wjHvv8+fPiPaWkpKCrq4uXlxdZWVkajKmOjg5KS0txd3dn/fr1nDhxgidPnqBSqRgbG2Pv3r2iWUlNTeX58+eLLDCWLl2KlZUV+vr6IlgkIyNDKDebmppobW0lMDCQ4OBgwYoZGBjA29tbfM5+fn5UV1fT3NyMm5sbvb293L9/fxFxYfPmzcLUDiAzM5O2tjYRQGNnZ4eXlxchISF89dVX7N69G19fX8rLy2lraxNCq+PHj3Pv3j0RZSi9DmnoKM3V8vLysLa2JjExkYCAAJKTk9HS0iIgIICysjKio6NZtmwZycnJGgyxJ0+eiIg+HR0dfHx8KCoqEjGNd+/eFVbV0dHRGkZ6BgYGPHnyhIyMDDw9Pdm9e/eiNeDHrJ/tgg7znXJCQgJeXl4kJSUJrFxSNG7evJmlS5dy7tw5sXjFx8cLwn9PTw/nz5/XOKZLnaybmxvLly/H3d0dc3NzKioqaGpq4v3336epqYmMjAzRRVVVVVFbW6vBSKitraW/v5+goCAKCgoYGhrizp07yGQyLC0t6e3tZevWrZiYmHDq1CkBo0h0sMLCQry9vUX6kVwu1/Bgt7a2pry8nPHxcXp7e8nIyNBYzCU8VDqNSBuN5FPe3d1Nd3f3ouT2ubk53n33XXEkdHBwoL29nc2bN2ss6FVVVczOzuLp6YlKpRKzCQsLC95++20cHR1Flz49PU1cXByxsbEUFRVpGEZVVFQwNDQkBncAV69eRSaTceDAAUFpdHR0pLm5mbGxMW7dukVTUxN+fn6YmJgI1sCjR49YtmyZwDerq6vR1dX9uxV5f2sZGxsLzj/MQwAXL16ku7t7URwewPvvvy90EDAPv2hpaSGXyzVgBz09PaanpzX856WYQ+l5JCy2o6NDMKukx144BMzMzKS5uVn8fXp6mpUrV2rguqtXr0apVDI0NER+fj4BAQHU19dz5swZADEXMjIy4ty5cxobwvPnzzl16hQuLi44OjqipaVFSUkJjY2N5OfnC+aMXC7n7t276OnpkZSUxAcffCCutfb2dmxtbdmzZw/ffPMNN27c4OjRowJDn56eZmhoiHv37gm/c7lczpo1a4S/+tKlS0WY9Ouq1qNHjwrGTUNDAxUVFcTExGBubk5ZWRkjIyMoFApsbGw0YvNqa2uZmZlhenr6B+MjAcFakd6LtKbk5uby/PlzAgIC2Lp16/9Ikf1H62e9oEvl5uZGVFSUhtH9nj17xACyra1NYNcL0751dHQEnPF6vXr1Sph6wbwxkra2tsDJJFc1+MuA1tzcXGNRP3HihKD/ffbZZ8C8t4irqyufffYZ+fn5eHl50dXVRWBgIM+ePcPb25u4uDgKCgo0sg0lpoYkZZc66o8//hiYv8ni4+Px9/fn448/RqFQ4OXlxczMDPfv32fp0qUi0EE6QgKLjPthvitct24d7u7uODg4CFwc5mcYYWFhFBYWkpubq/F5Ojo6sn//fsHpt7S0RC6X09XVhZ+fHx0dHYsG0hKz4HU1pVqtprq6mvb2doyNjZmammJsbIw//vGPovMNCQnhxo0bmJiYCM5wRkYGmzdvFpRLKbAR9D/6AAAgAElEQVThp66FquH29nasra3x9fUVpm5SyeVyrly5wvbt23FycgLmv1ttbW36+vq4efMmtra29PX1ERAQwMaNGzl16pTGTCMmJobQ0FCMjIz4+OOP8fLyIjExkZ6eHurr6xeFl8C8F/pCauKhQ4dEx5yYmMjDhw/Jzs7mzTffZGhoCJifCa1evVrwx6XKzs7GxsaGiIgIAfnExMTQ1NSkESIiLajLli0TuLTUdB08eJCzZ8+SnJzM7t27mZubo6Ojg+DgYJEJ+vXXX3P58mX27dsHzM/Mbt++jVqtFrg0IHKDYV40dPHiRQ0fIqlevHiBg4MDKpWKu3fvYmFhQXR0tBA+lZaWUl1dzfDwsJg3REdHExsbKx7j1atXfP/99xqfsUwmo7e3Vwz3PTw8xIYgCQIlH/afun72C/pC686FdfXqVXbv3k1TUxNzc3NYWFhw+vRp0dHo6ury4YcfMjw8zOnTpzEyMsLLy4uioiKWLVvGy5cvSU5OJjU1lWXLlgnjnuPHj9Pf36+BfRobG3P48GEGBgaor69n06ZN4ncyMjI0XpeBgQEGBgb4+fkJhaGhoSEJCQk0NTVRXV3NsmXLiI2NxdLSUtDhFAoFg4ODi3xdYJ4R8N5774mBrlKpFDfro0eP6OnpYd++fQwODnL//n2GhoZQKBTk5+eTlpaGQqFg+fLlpKenExgYSGtrKxcvXsTV1VWEK1+4cAEDAwO8vb0pLS39wUWjra2Njz/+GGdnZ8FCsba2pqWlhTt37lBSUoK5ubnGoCskJIS9e/cyMjJCTk6OxoJfW1v7g7bD7777rujmX758iY2NDRYWFoSHh5OXl0dYWBiTk5O8evUKHx+f//b6+bEqMTGR5ORkAgMD2bp1K4A4Nfn7+6Ojo0NtbS379+/n5s2bnDt3jujoaGJiYlCr1ahUKq5evYqWlhZ79+4Vp7azZ89qLOZyuVxwnP38/ITcXiaTYWVlJeh0r9dCpsnp06epqqoiPz8fCwsLgoODGR0dFdeKtKBLswiFQqGxKcXFxYkB6tDQEL29vaxZs4Y1a9ZQU1MjICSpGhoaMDQ0FKwmXV1dlEola9euJT09nWfPnmFlZSVi7mC+Qdm3bx9nz54VlhhSotPWrVvR1tamqKiI2tpajZMHzGsMtLS0RDA0zDcOEgQphXscPnxY0JNh/kRjamoqTpg9PT0aKtempiaSkpIYHR0VYdswD+3s379fDGFfH/7Gxsb+UxZz+BsWdJlMdgZIBHrUavUi8q5MJlsDJAHSp3pTrVb/+4/5Iv9a1dbWcufOHSYnJ1m1ahVPnjxh9erVGBkZce/ePc6fPy+O31Li/JtvvkljYyMVFRUiLUilUvH2229jampKTU0No6Oj/OIXv6Cjo4Pi4mINFzZdXV127NjB8PAwDx8+FLmISUlJ6OrqoqenJ47/r4scAC5fvoyOjg6GhoaoVCo6OjqIjY0V2FxxcTFTU1PC18TQ0JCpqSns7e2FU5tKpRLByDB/gX755ZdERkYSFhaGq6srWVlZ1NfXi9RyT09Pent7AUTn+/z5c7y8vMRRMD09HRMTExITEykqKhIDMKlevXol5PsuLi4EBQUJHBHmOb8vX76ksbFxkay9q6uLqKgooqKi+OSTT1i+fDlVVVWUlpbi4eGBrq6uCF6QDLl27twpqJrHjx8XcERdXR1WVlaC8y9h8DExMZSXl3P//n2srKzQ1tbWwGh/ygoNDdXgLaekpFBYWEhISAgJCQmCqmdnZ8f7779PSkoKT548oampib6+PqamppDJZMTFxVFXV8fY2BhjY2MYGhqyadMm7t+/T2xsLB4eHnz//ffcuHGDiooKwZZpa2sjLS2Njo4OLC0t2bdvHw8ePMDGxgZ3d3eysrI4f/68gJ8kCE6KwJPC1nNzcwXlVKFQ8ODBA4aHh4WaU3pvz549Y926dchkMubm5ujp6SEtLU2cICWrgODgYEpKSsjPz9eAgIaHh4mMjKS+vp6UlBQxJJRCVWCeALF9+3axQUgbVVFRkWComZqaCmO19PR0Dhw4gFKp5Pjx45iZmbF69Wpu375NYmIi2dnZGnOlK1euaEBcgIg+VCgU2NvbU1ZWxtTUFBkZGQJSfOeddxgaGqKwsBAnJyeampoYHR2lt7d30eYC8NlnnxEVFcWKFSsWqbJ/7PpbOvRvgC+A8//NzzxRq9WJP8or+hvrzp07dHR0COtO6WKTaIx6enpiZ4f5Hf/QoUMoFAo6OzuZnJzk6tWr9Pf3c+DAAQ3LzgcPHtDS0oKLiwsmJiZUV1cLAcGePXtQKBR89dVXKJVKAgICePXqlYZHy6lTp5DL5YIXvfDoGRAQwPPnzzU6XCm4ws/Pj4KCAurq6hgfH2dgYID9+/fT0dHB48ePNQyq2traRPBCSEgIQ0NDpKenk5OTIwzFLl26hLGxMevXr2dwcFBARBKGvXbtWqKjo0X3YGlpKaCl0NBQtLS0NKxajY2NhUugkZGRkL7v3LmTmzdv0tfXR1xcHDC/yRQUFIib2M7OjvXr11NZWcns7Cx+fn5oa2sL8620tDRGRkY4evQoNTU1PH36lNjYWLGQTE1NsW7dOrq7u3n48CGGhoYink/CjPX19YmNjeXOnTu0tbXh4+Pzk99AC8vHx4fMzEwuXLhAU1MTERERbNiwQfD7pU5cT0+PrVu34uLiIk5gMA8zvW6Ne+TIEQHnODo6Ym1tzbFjx8jPzycjI0PACmfPnsXIyIjNmzcTFBSEXC4nNTUVuVxOcHAwAQEBIiz79dcM8yfHkJAQ4fJobGxMXl4e+fn5hIeHs379ej7//HPMzMwICgoiMzOT8+f/siR89dVX6Orqsn79eqysrLh48SJ+fn64u7vj7u5OfX09ly5dEj//6aefYmFhgbm5OSqVivz8fJYsWcLs7CzNzc0MDQ0xPDws7uuFNT09zRtvvIG3tzeWlpbIZDJevnxJeno609PTJCcnMzY2xtGjR8V9OzU1xY4dOzSC2/39/bG3t+fx48fieczNzXny5AnZ2dmC6iwNMVesWCGar7KyMnR0dIiOjubixYuCuurg4IBSqRTsGYVCgZWVFRkZGeTl5bFy5cr/dyPo1Gr1Y5lM5vyTvYL/zZI8S6Sj0PLly4U4BaC+vp7MzEwh8ZZqYGCAixcv4uTkJHDflpYWtm3bpiHBDQsLIzc3l4yMDPbt28e3336LTCZj9+7d3Lp1i7S0NFauXElPTw8JCQnMzMwsEuqsWLGCVatWsWTJEr788kvs7OywtLTk+fPnYrIvmSoBQpUZGxuLkZERxcXF9PT04OrqKnDsgoICsrKy2LdvH6WlpahUKg4fPsytW7d4+fIl77zzDp2dnaSmpmrwa0dGRvj4449/0B8kMzOTiooKbGxssLa2ZnBwkN7eXpKTk6mqqmJyclKjMzM0NCQ4OBhdXV3UarWwY/X396euro7CwkIRtqGlpUV1dTWGhobI5XL6+/sZGxsTXbiDgwMGBgY8ffpUcONjYmJQKpViMXn69CmbNm3i4cOHGBkZER4ejlwu59WrV9y5c0d039KCPjIyokE7lSCof1a5urqSmZlJU1MTMpkMa2tr2traMDExEXOF1tZWBgYGaGpq0lB8wnyXr1Qqqa2tFRCi5F6ppaUl/EtmZmYEA2ohTrx//36NYevC0tbWJioqCoVCoeH78+mnn+Lj44Ovry8REREavkXp6en4+fmxadMmZDIZERERpKWlsX79ej788EPy8/MFdq1Wq/nNb36DgYEBd+/eFaej4eFhMjIyhGp4YmICY2NjkV+7UHE6MTGhod+Av2TTLiyJt77Qe0aak5SUlAjqr729vQgIkfzopbK1tSU+Pl7AL76+vlRXV+Pt7c2uXbsoLi7W2PxiYmJYs2aN+HtraytKpVJDb3Ho0CGRzmRqaoqXlxcFBQW89957DAwMkJmZKZqp/9Mj6CJlMtkzoAv4nVqtrvqhH5LJZO8B7wECK/tH6/WQ39zcXOzs7AgPD+fZs2fimGZjY8PSpUsXeUlL0IhCocDExASFQoGTkxOVlZX813/9F1paWhw4cAAXFxd6e3vJysoSHdPk5CR/+tOfNHzA5XI5paWlLF26VCQf7dq1C319fZ49e0Z9fT1KpZIHDx7g4ODAkSNHaGlpITU1Vaj5JAc8yflNX1+fqKgoMjIyhOTfyckJOzs7QkNDefDgAf/+7/++SOgEiGANExMT4csO8xS14OBguru7aW1t1RhKFhcX4+npSUREBDY2NvzhD38Q6tdbt26xZ88eWltb6e/vF3hxTEwMlZWV5OTksHr1ai5evMjExARHjhxBR0eH48ePi5BpPz8/5HK5ONpLrzkqKgqYPwkEBARQWlqKnZ0d7e3tJCQkCH/sPXv2cOLECZGO9ODBAzo7OxfFCy78Xv4ZtTD8Wq1Wa8SlSXX58mVgvhOUlJKNjY0UFRURGxuLtrY2qampeHt7Y2VlJdSuDg4O9PX1Cb2BSqUSgi2YZ8ScOnWKNWvWEBkZuYhNMTExQWpq6iIV49jYGKWlpRQWFooBvlQuLi5s27ZNnOBCQ0N58uQJOTk5wrZ6Yd27d4/ExESeP3+Og4MDjx49Ij8/X3C8/fz8OHnyJDExMYSEhBAYGCj0DQtr/fr1+Pj4YGxsTHJyMmVlZZiZmTEwMMDWrVtpbGwUgRTS5ygNmBsaGnB0dBQccWlTb2tro7i4GF9fX+EaWVBQwPDwMHK5XBjfFRcXExUVRWxsLGNjYxpRki9evGDdunUYGBhoJElJsXvSqVlybXR1dSUvL4/KykphSPc6dfPHrh9jQS8BnNRq9ZhMJosHbgMeP/SDarX6JHASICws7O8K1pMSa2B++GFpacng4KAIJHZ1deXAgQPMzs5SXFxMYGAgPT09jIyMcOjQIfT09PiP//gP8XiDg4MYGBjQ0NCwSFYP83L2jIwMjI2NBSVJ+jIfPnyIUqlk48aN3Lhxg8jISEJCQkhNTdXAlh0dHTE0NMTQ0JCKigrKysqYmZkRtr2ShcHCJHeY57/a2dlhZ2dHUFAQeXl5wpnPz8+PlJQUjSGitrY2MTExmJiYiMVEV1dXdBZnzpzBxMQEZ2dnysvLCQkJwcTEhLm5Oa5evaoh+ujo6GBwcFB0PpGRkXh7e/PgwQPS09MZHh5GX18fPz8/YH6BCggIEOHc/f397N+/XwjBVq5cKRgOw8PDIvR4Yf3hD38QEXrm5uaCsqetrY2hoSGPHj3i5cuXvHjxQmNI19bWhpubG/b29piYmHDlyhXgn9+hL7xZbWxs2LFjByMjI/T09GgwsIyNjdm1a5fopiWPk9bWVmGEFR4ejlKpFAt6e3s7J06cQEtLCz8/P8LCwlAqlfzxj3/Ew8ODtWvXkpKSwsOHD0VAiFRSytGrV6+Ijo5GqVRy5coVZDKZyGOVTO8WUv1mZ2cpKCjA2dkZGxsb9PT0CAsLIzs7m9bWVtLT03FxceGtt94iOzubzMxMYcMwNjZGc3MzgYGBvPHGGygUCvHYNjY2PHv2jNTUVCYmJli5ciXDw8NUVlZiZGTEw4cPmZ2dZW5uTuSl+vr68tVXXzE7O8vOnTuZmpqiqqqK8vLyRcSDoKAgVCoV+vr64hooKChgyZIlxMXFYWhoqGFr4O/vj5GREWFhYdy4cYPGxkbs7e2FujY+Pp78/Hyys7M5fvy4xml3/fr1REVFce3aNbKzs+no6EBbW5vg4GBxWkxJSSElJQW5XC6cOKXm5ceuf3hBV6vVIwv++55MJvuzTCazUKvVff/d7/0Ydf/+fT744AOBk0nsjnv37uHo6IhKpSIoKAh9fX1OnjxJWlqa8L1evXo1HR0dNDU1sWzZMsLDw3n58iXXrl3ToB4GBgaKhJzXOz5TU1Pi4+MZHh4WKkBJAbiwPvnkE5ydnZmamhJwj6QYbG9vF/L21+l17e3tP5gQA/MnES0tLTGAgnnVq62trZiyh4eHU1BQQEVFBcbGxnR0dBAfH4+XlxeVlZVkZWWRmJjI9evXxWKup6fH4cOHuX//voa4Ynx8HHt7e+zs7ARVzcTEhIqKCjHAkxhE0vBVSrB/PUWoqakJCwsLjcm/oaEhy5Yto729nadPn2p0ijMzMwJSMzc3x8HBAUtLSwEt+fv7C+xeWgCVSiV1dXUiVPufUTU1NVhbW7Nq1SquX79OeXn5IstkPT09ZmZmOHnyJGFhYQIa0NbWpqWlhdbWVqysrHB2dtbIZ4X5TXHlypVikZLSlaysrDAyMmLPnj3U1NRw7949Tp06hVqtpr+/n8rKSpHmY2trK66pvXv3cvPmTVJSUjh06BB+fn5cvnxZXAuvXr0SEIHkUSTNLSQuvKurK48ePaK7u3sRrGdmZoaNjQ1jY2MsXbpUXB/379+nvb0dpVJJYmIi1tbWlJSUUFlZye7du8nLyxOLtJaWlmhITExMqKurE8lhISEhBAcHLwon+f777/n+++8xMzPTCKgxMzOjpKQElUqlce1JsYA+Pj4YGhpSVFREZ2cnMzMzREVFoaOjQ2RkJEZGRhqaAJj3wOno6EBLS4uZmRlxTV6/fn0R7BsXF0dYWJhQlP4U9Q9f6TKZzAboVqvVaplMFg7Igf7/4df+4UpISODu3bs8fPhQfGlbtmyhrKyM3NxcYaQj5YBGRkaSm5tLf38/MpmM0NBQYfIj7aAwf8OtX7+enp4eGhsb2bZtm3jOzMxMjeiu0dFRDWMmSQXo5OTE+Pg4k5OTYqhZXFysgXf29/czOTmJg4MDYWFhODo6Ymlpyeeffy4S61etWoWfnx8vXrygs7NTQxm5bds2QSGUOo1Hjx7x5ptviqPfxo0bBa5uYmIiDJ50dHRYvnw5T58+FUycTZs20dLSQn9/P7a2thw5coSysjLxnn7IW10SSwEaVESYP0FI6jopdFiqjz76CLVaLWT5S5cupba2ljfeeEOYdF27dk1jQdu1a5dgw8D8DaOvr4+3tzeFhYUEBgZibW1NUVERrq6uREREcOnSJZqbmwX18qeshoYG2tvbCQ0NFeyO7Oxs4fwYGRlJR0cHMpmMN998k8zMTIqKiqiqqmLdunUolUrxGYWHh4vB6sIqLy/Hx8dHXO/SxiktsjA/5LSwsNBI44H5LFHpRCB9T9bW1mzatInvv/+e/Px8XF1dxWeuq6vLBx98wPj4OC0tLTQ3NwuL24UlnUTNzc0FDg3zvjYdHR3i2pT8j2C+UYmPjycsLEwsbBK7pb+/n23btonHmZ2dJTk5mbVr1+Ll5UVxcTEqlUpDMNfc3CzmCYmJiZiYmNDV1UVnZ6cGlCiZZ8nlcg24SKJOBgYG4uHhQVlZGXV1dbi5uTEwMCAsiF9nxLi5uSGXy+np6VmUovXq1Sv8/f0F79/IyIi7d+9SU1PD7OzsTzYY/Vtoi5eBNYCFTCbrAP4vQAdArVZ/BewCPpDJZDPABPCm+ocmcD9yOTo6snz5cgoKCnBwcEBLS0vgaVIHOTIywqlTpzA2NtbA0mAe7+vu7l40Rf/www8xNDTkwYMHGl1lXl6eyHZsampCqVSSkJBARkaGBq3xF7/4BZaWlnzyySd4eXlhZ2dHW1vbIpGDoaEh7777LgqFQvw/CfM/ePAgjx8/5vHjxwQFBQlOd39/vxjCODk5oaenR3t7OwqFguDgYLKyskQyvKOjo7CbPXnypOBz37lzZ1Fk1rZt2wgMDKS8vFwEc8zNzWmIhvbv38/c3BzXr18X70WpVLJr1y4x+Dxx4oSAo8LDw3F0dNSwVdDT02Nqago9PT2uXLmCXC5ny5YtDAwMUF5eTm1tLX5+fjx+/HhRd5qRkYGDgwO6urqMjY1RU1NDeHg4MTExNDQ0kJycTFRUFKOjoyQkJODi4oKenh7V1dX/lAVd4jxLCUbScVsaxK1du5a0tDRKS0vR09MjPj6e4OBg7t27JzZNqSQb2U2bNjE2NkZOTg7Hjh3j2rVrnD17lsTERIKCgsRnLXHyBwcHhefLwtLW1ubMmTNYWloSFBQk5kr6+voEBQVRW1tLeno6RkZG6OrqCvjm5cuX2NnZiaDv8fFxzp8/r4Efb9y4kdDQUDE/uHDhAhMTE4JiOzw8LCwhFlZnZyd2dnZic7KwsEBfX5/29nYBp+3du1e4eUopSjMzM9TX1wvXSS0tLeLj41EoFFy+fBlra2uUSqUQrC2szZs3ExgYKLrp3//+98B8h66tra3hCwR/serW19cXg+Ompibxnfr5+Qm65fDwsGC6SJu2kZERlZWV+Pn5ERcXR2FhoYDe8vLyhB31j1n/o7u/Wq3ep1arbdVqtY5arVaq1erTarX6q/9nMUetVn+hVqv91Gp1oFqtjlCr1bk/+qv8K7Vu3ToUCgXt7e3Mzs7y7bffcvz4cY2fmZubo7+/fxF00d/fj729vUh3kSo1NZXZ2Vl0dHRQqVSo1WqePXvGgwcP8PHxITExEVtbW168eIGOjg7t7e1oa2sTEBAgTPsfPnwocjA//fRTsrOzcXd3FwZRa9euZXp6WmOwBwieq6urK2vXrmVsbExg5GNjY1RVVeHl5YVMJqO4uBi1Wk17e7tIjdHX1xcOiI6OjgwMDCxSZkqf1cLNSvrv0dFRjIyMmJub4+bNm9TX14vBpZOTE+Xl5czMzAg/8d7eXvT19dHW1qawsJCenh7BaZc2g8ePH5Ofn8+KFStITJxntqalpdHW1samTZtQKBQ4OzujUCgoLS3l3r17ZGdnC8ERIBa2c+fOMTIyIsKLw8LCxML34sULoRr18PBAW1sbT09Pamtrf1KamFQLOz4pomxhDQ0NYWdnx/T0tOCq29racvToURISEjR+dsWKFfzmN79hxYoVDA8PY2xsjL29Pe+99x6Ojo4kJSWJBVdfX5+pqSlu3brFn/70J8rKyggKCuLIkSPA/En2t7/9LYmJiejp6ZGWlibcSs+dO8fFixcZGRlhdnaWoaEhnJychCfSQvl7S0sLJ06coL+/X6inpYCJhdDC+Pi4yBOV/p6Tk6PBBAsLC6OmpoZTp07x9ddfi5mSUqmkpqaGnJwcfHx88Pb2ZtOmTXzwwQfY2dlpwBmSM+Uvf/lLwXSD+WF/a2srJ06coK2tTWPRzM3NFSeChYIhAwMDjh07xqFDhxZ9r2+88Qa/+93vhHd8aWkpPj4+LFmyROPzycrKQi6Xc+DAAXR0dLh16xbd3d1MTU3h5OTE6Ojoog3mp6i/La7l/9DS1dXVuHEGBwfF3wMCAkTX/stf/pJ/+Zd/0bio/Pz82LVrF3K5HJlMxocffsgbb7xBeXm5GBjBvGdJUlISLi4u7NixA7lcjq2tLQMDA6LL37NnD9u3b2fz5s2MjIxonBD8/f351a9+xa5du4D5Gz86Opr33nsPY2NjLl26RHp6Om1tbXR1dQkFnpQanpOTw+TkJMXFxczOzrJu3To8PT0pKSlhYGCA0dFRHBwc0NfXJzIyUvinPHv2jC+++IKKigpxg23fvp2PPvpIKO0kO9HU1FR6enoYGxvDyMiIO3fuUF1dzYYNGwgNDQUQwcEbNmwgMjKSiIgIpqamKC0tZXx8nKysLFxdXQkMDMTV1ZWamhry8/PJysoiKCiIjRs3ioWgtLQUT09PYfjf1dXFzMwMTU1NYmCUmJgoTlWWlpYcPHiQsbExvvnmGzIzM3F0dGRmZobKykqNjlGiocE8/DAxMaHhTf9T1Pj4OCqVCh8fH7S1tRkeHmbr1q1i8LVkyRLOnDkjMGbpdKRWq6msrFzEDZcSgGCebisZqBkYGHDw4EEiIiIoKCigtLSUyclJ/vznP1NTU0NERAQfffSR2Dhhfs6jr69PaGgoBw8eFHoLmO8qJycnNbDvuro6QbVsa2tjbm6OzMxMzp07Jwao0r31zjvvoFAouHjxooCHJDGUWq2muLiYM2fOMDc3x9tvv01UVJToqP/1X/+VuLg4EXj+ySef0NDQwMTEBNPT01hZWZGens6VK1e4fPnyDy6GUqShWq0WhIZnz55pvFZpc/L29qa/v1+4h0rU0rCwMJqamnj48KEYpi+szMxMbt++zeDgICUlJUxNTbFy5UrhcSR9n2VlZSJFLT4+XqitYX4z/POf/0xzc7OgKv5UEXQ/W+n/+Pg4N2/e1MDIPvzwQ77++msUCgWbN2/GwsKCzMxMfH19aWlpQa1W895771FQUMCjR4/Q1dUVTBhJVWZoaMjdu3dFN3Djxg3s7e3Zu3evGK5JWKQ0fCwtLeX27ds/KLk2MzMTsEp3dzfW1tbIZDLMzc05duwY9+/fJycnR3RNvr6+4nfXrl3LyZMnyc7Opry8HDc3NywsLFi+fDm1tbUCypDwRzc3N4Gzd3d3Ex4eTnR0NEuXLuXjjz+moaEBf39/kpKS0NbWFkyI48ePc/78edRqNbm5uczOzhITE0NkZKSg2dXX14vFHObpkA4ODuTn59PT04NKpRJ8ZQmLlcRWEv1uoXK2paWF3//+9z/YPUdFRQm6Jsxjvq6urhw8eFAYRbW1tfHVV18BLBow/elPf8Le3l6IZqqrq//uuK+/pZ4/fy5sVt3d3blz5w45OTm8fPkSW1tbdu3axYULFwTs0NXVhZmZGampqXR0dGBjY0NoaCgZGRnIZDKSk5OFDevAwIDGNTE3NyeYQ1Lp6ury61//WmyYgBjsS6HYXV1dXL9+naGhIeEcumPHDtzd3SkuLiY5OZnVq1fT1NQk6LNDQ0OcP3+e1tZWli1bRnx8PHp6ehQWFrJkyRKMjIw4cuQI58+f59KlS8KvXldXV2SKurm5sWPHDgwMDOjq6mJ2dlZ08eHh4SxfvpyWlhYKCgo0hseS77u5uTk2Njb4+/vT3NwsFlFjY2NKSkooLCwUZncw3yn7+vqyZcsW9PT0xOYpQU1SyLMEm0rXWHZ2Nh4eHrS3t2NoaIi9vT3l5eUsW7aM6rh5mSYAACAASURBVOpqDWqlvb09jo6OQgD44MEDDAwMWLVqFTB/QqurqxOoQGlpKb6+vmzYsAGFQvGD+bI/Vv3sFnTpaHX+/HnkcjkxMTEik7KsrIzu7m527dqFjo4OK1eupKamhmvXrgHzlrZqtRpvb2/KysrEBF+lUnH//n2mp6cXYd3Sc54+fVowNl7nO3d1deHh4YGTkxPOzs58//33dHd34+joSEZGBoWFhcTExPDixQsCAwN58eIF7e3tdHR0aBz9YD5Aw8rKSuCLpqamYrGXOi9XV1fMzMyor69HV1eX6elprl69usjPpqWlBWtrawICAvDw8KCuro6nT5/S3t7O9u3bxQKwefNmwSKRFtju7m4+//xzjWFPXl4edXV1mJmZCd/x9vZ2SktL0dLSIjc3lxcvXiwKx1hI2ZNKonApFAoUCgUvXrwQTIWzZ8/y1ltvaSzosJhXHhMTg7e3N+bm5hQWFpKWlsYvfvEL4aQnYaLFxcX4+/uLIJQfs6ampoQWoqWlBXt7e7y9vcnMzEStVhMcHIyZmRlHjhwRJleSM6UUoCyFMcC8adXTp0+5c+cOKpWKiYkJzMzMGBkZoaioiJKSEsbHxzE3NxfQjeTAuGHDhv+bvfcKivNM875/TdNkELmhyYicEUECJEASCEUUELKSLXksh7F3Zk52qmbPZvdkZ3d2PNFR2BrbkixZsrIsWcEgiZyjyDnnDA1N098B9dxLC8/37ft+9oGr9qpSlS1E0/TzPNd9hX/Az88PmUwmNPklzZ4HDx5gYWHB6dOncXR05D/+4z/o6+vD1dVV7CeSk5NJSkrSc6vq7OzEy8uL5ORksZBWq9WigzA3N+fUqVOcP39eHP7ScjcpKYnExETRGUuFzeTkpOgapeLmxYUjIHYFMpkMtVpNSUkJKpWKgYEBgoODSUxM/F7tlOnpaR49eoRSqRQHm6mpKSkpKXz66adkZ2fT19eHt7e33v5LkiKQhOmkhPyLX/yCP/7xj+LflZSU4OrqCqxwILq6uti7dy8KhUIk8hdHvL29vXz77beoVCq0Wu0aJNwPFT+5hL5ai2H79u3ExcXxzTffUFZWxnfffYe7u7vQRX4RJSD5GL4Yz58/F8w7hUKBiYmJMMuAlRbY0NBQVOiruwJzc3NOnz4tZs2wQjCxtrYWiJOHDx+Kh76srExsviVPzRc35FZWVjQ2Nq5ZbuXn51NbW4uFhYWYey8uLnLu3DlMTExITEzEzs6O69evExwczMjICLdv3+bRo0eCpffo0SMcHBwwMjIiNzeXkZERUd2sjuHhYZycnPTem6enJ2NjYzQ0NKzpRrRaLY2NjahUKnx9fcnNzUUmk/HOO+8IX9HVWh6Li4s4OTkRGhoKIH7OSy+9xI0bNzh37pyYoavVaqqrq9dAxkpKSvDz80OhUDA7O4tcLsfR0RGlUklgYCCffvqpKAA+++wzoaf9Q4VU9Urxon4NrFRnnZ2dTExMrJFe1el0tLe3s7S0JA4rExMTDh48yPnz58XrPXz4kEePHqHT6fD39ycmJgZvb2/hpLVv3z4ePHjApUuX8PLyIi0tjfHxcYyMjLh69SoNDQ3CvFriUtja2tLf38+zZ8+Ym5vjxIkTzM3NUVRUpJfkYMWM+i9/+QuWlpa4u7uL/UhBQQHT09Pfy9/YsmULSUlJet3T6oQuLUPr6+vF4bU6XFxcuHXrFlVVVezZs4eqqirm5+d5+eWXefz4MY2NjaSmphIdHS3GdrBSiY+NjVFTU6P3e5w7d46UlBTs7e3FUrO1tRUbGxvB6s3Ly8Pc3Jzw8HAMDQ3ZuHEjeXl5bNq0ieTkZHJycnBycuKbb77Bzs4O+O9c0N3dzaNHj1Cr1WsIV4AwApc+u+/LQz9E/OQSuiTCBSs3enV1tbCYk1zrz58/T2dn55p23s/Pj8jISMzNzSkrKxMjAFNTU1599VUcHBzQarV6Ws9paWnCykun061BJCwtLfHRRx9x4MABoVW+mpLt7u5OYmKino7F7t278fX1Zd26dUxPT9PU1CTIELW1tSQnJ6NSqZicnKSurk5Ump2dndjY2DA9Pb2mkzh9+jRKpRKNRsOtW7ewtLQkIyODzs5OioqK9Kr34eFh4dAkOcasjn/+53/G3NychoYG6uvrRTUYHx+PUqlkfn6e27dv66FgYGWBJEHRnj9/jkqlEtVzQUEBUVFR1NXV4efnx+TkJNeuXWNubo6NGzcyMTGBQqHA399fVHzSDLKwsJDp6Wk8PT2Jjo7m6tWrHDx4UMx2jx07xuzsrJjd5ufnk5OTg1wux93dna6uLkxMTLhy5QpRUVGkpaXpsTr/T0M6GCsrK8XooLi4mPT0dExNTenp6RFdFayM6CQXndXt9rp162hvb9crEM6ePfu9P9PCwoJXXnlF6MPDSlKuqqrC09OTt956i9LSUnJycvjoo4/EXLyhoYG0tDQ2btyol1xVKhW1tbXI5XI8PDyorKykoqKCpaUlAgMD6erqYnZ2VlT5cXFxdHd3682yHzx4gFwux9LSUm8RCiukuPr6eiIjIwkPD8fc3FwvoS8uLvLtt99SXl6Os7MzISEhPHz4UEAfd+7cyeDgII8ePRIQTDc3N5ydnfH39+ebb74RomZPnz4VsMjY2FicnZ3R6XT09/frfZ4voliMjIx47bXXePz4sajyt23bJgq3zZs3U15ezqNHj5DL5Tg4OPDGG2/odf1SSEJ3wcHB6HQ6Ll26xLZt2wgKCuLvf/87s7OznDp1CnNzc37/+9/rodt+yJD/9re//VFe+P8rPv7449++8cYb/8ffNzc3x/Pnz3nzzTdxc3OjtbVVr30ZHBxELpcTFhbG1q1b6enpwcTERFjDpaamsm7dOr755hs8PDw4ceIEVVVVVFdXExAQwKNHj2hsbCQjI4Ouri6MjY3FYqWkpITc3FwSExNRKBQYGxvz8ssv097eTmFhIYuLi4IQMj4+zsaNGykqKuLmzZsolUp27NghyC4xMTEYGBjw+PFj+vr6yMzMJCAggJqaGpqamsTBIznHwwqx4q233iI5ORlLS0tBAJHL5ZSWljI8PIy9vb2wnYuNjWVubo7W1la9StvX15eDBw+yY8cOtmzZgrOzM6Wlpfj4+DA2NiZ8Eu/du4dWq+XMmTOUlZUxMTGBXC7n4sWL9Pf3k5CQgK2tLUNDQ/j4+FBUVMTIyIiwmNNqtZiYmHDjxg38/Pw4ePAgZWVl2NjYcPjwYYaHhyksLGR5eZmxsTF0Oh2xsbFYWlri5+cnlsuLi4t4e3tz7NgxMVqLiYkhISGBpqYmioqK6O/vZ3FxkaamJqqrq/Hz8+PEiRPY2NhQW1vLyy+/jLm5uTjc3N3d1ySh/0nMzMzwX//1X/T396PT6fjFL36Bn58fJSUlyGQyEhMTGR0d1UMvSSqTHR0ddHR0cPz4cZqamjA1NeWtt95iw4YNYkyxYcMG3N3d15BSpMN+enqadevWYW5uzvT0NPX19UJGV6lUYmhoqKePAivtvuQg1NfXx8TEBAMDA+Izn5ycZGBggNDQUDIyMgTFPywsjIiICGpra1GpVEJvX6pwLSws+OUvf8mWLVtQKBR6B3xqaioTExNUVlZSWFjI0NAQ5ubm1NfXs7CwQGFhIW1tbSQkJHDo0CEKCwuZn5/n+PHjFBQUYGZmRkJCApGRkXogA+n+LS0txcTEROzCTpw4QXl5uYAsymQyHj58qLcwl3x6pc5dq9XS09PD1NSU6DIyMzPFYW9oaIiBgQGlpaWMjY0J+GtpaekauHNISAgpKSk4Ojpy6dIlzM3NOXjwIBYWFvj5+Qn7wODgYMrLy9mwYcP/9V7nX//1X/t/+9vffvx9X/vJJXSJohwWFiZ0SFZXq56enrzyyiv4+/vT1dVFRUWFMEMoLCxkZmYGtVpNbW0te/fuRaVSCTRJUVERAwMDbNmyhY0bN9LW1sb4+DjR0dF0dHTw9ddfCzOBzs5Oent7SUlJITw8nPn5eYqLi2lvb0en0zE+Ps74+Di5ubkEBARw/PhxVCqVEJ6an5/HycmJGzduEB4eTnh4OAqFAicnJwoLC1Gr1fj5+fHgwQPMzMw4cuQIhYWFzM3NCdGfqakp/uVf/oUNGzYgk8mora2luLiY8fFx5ubmqKurIzc3F7VaTUxMjJjXT09PExUVJcZEOTk5DA4O8rOf/YylpSUx3y0uLiY+Pl5Yww0NDVFXV4eVlRUnT54kPDycvr4+urq6eOedd1AoFBQXF/P8+XPUajUDAwM0NDTg5OTEsWPHMDQ0pKKiAiMjI8LCwggKCmJ6elocBHNzc8jlcvLy8nj69KnedXV2dsbT01NIOkgEm+DgYAoKCkRFurCwQEZGBsnJyRgbGzM3N0dFRYWgy7u5uVFbWyvU/VQq1f+YtdfS0sL58+cFMxlWRgampqaYmJhQW1uLm5sb169fZ/369bzzzjt0dnaKpdj9+/dxcXFh69atODg4UFhYyNTUFOHh4TQ0NKBUKtm0aRM5OTkA+Pj4iDm5qakp3t7eVFVVUVxcLCrlnp4erKysaGho4Pr163ryDVKEh4ej1WqFteKL7lrOzs6cOXOG8PBwzMzMGBgYoLi4mLi4OCIjI5mcnKSoqAgnJydGRkZoaGhg586dNDU10dbWhq+vL1euXMHe3p5jx45RVlaGr68v6enpBAUFIZfLaWhoEHDTyclJ5ufnhe6MpJAYFRVFYGAgnZ2d9Pf3ExMTI1yPpJB0h7RaLV1dXSwsLHD06FFcXFzIz8/HysoKHx8fWltbefToEZs3b6a7uxuVSiW6QA8PD/r7+9m+fTtdXV16I8euri4aGhpoaWmhvb0drVYruvXBwUHq6uoEZFYikrm5uVFZWSnAFmq1mh07dqBUKjEwMMDMzEwQlqqqqlhYWMDd3f1/EzqsqJQNDg5SWVkpJG4DAwPp7u7Gy8tLXHA7OzsePnyItbU1O3fuxNLSUmhTSNWRu7s7paWlFBYW6hkpeHt74+LiwsjICE1NTYSEhHD+/HnWrVvHiRMnMDQ0ZHBwkObmZhISElAoFPj5+WFvb095eTnDw8MsLS3R39/P+vXrSU1NBVZGNi4uLmg0Gj196MzMTLFksrGxYWFhQSTVsrIyNm7cSGhoKBqNhuLiYlQqFQUFBXh7exMcHIyxsTGenp44OjoKLQ1Y6WaSkpI4fPgwZmZmVFRUkJ6eTk9PD3V1dYSGhqLT6bhx4wbBwcGEhobi6ekpNDJgRar0wYMHeklMq9Uil8uxsbFhamqKlpYWNm3axPr16/Hy8qKoqEgsMpeXl/H396e3t5empiaampoYGRmhu7tbIGRWL8Ta29uRyWSsX7+e2NhYMWscGxujpKSEpaUlBgYGcHd3Z2BggIcPH+rpukgSDEqlUiyMS0pK8PX1FTaE4eHhQqhMoq2vW7dO2P29+KepqYmsrCxqamqwsbEhOTmZ5uZmIiIiBKRUqtirqqqwsLDg5ZdfxsjICC8vL0pLSykoKGBhYYHU1FQcHBzE6EQSr6qrq0On01FcXIyZmRmvvPKKWLLFxMTQ2dlJXFycgHN2dHSILkCqvP38/Ni9ezdarZbp6WlRjXp7e3PgwAGhAhoaGirMGWCl6+jt7cXCwgJbW1tqa2tpbW1l165dmJiYiARZXl7OxMQES0tLHDlyBKVSSUFBgehOjx49KvDiPT09REdHY2FhgbOzs9D+Xx0dHR3k5eWRn5+PTqfDw8MDDw8PFhcXqa6uRqlUcvfuXfz8/NBqtXh4eHD48GEmJyf1uvL09HQMDAwEmzMoKIiLFy9ibm7O4cOHxWtJRZ0kU5CZmcnCwoIennxqagqFQsHo6Ch9fX1r9M3j4uI4fvw4Wq2W2tpaAe19sTNqbGzk6dOnFBcXU1VVRVdXl1hWw8rMfbV64/9J/L8l9J/cDH21XOX27dvZvHmzaPV27NghdD9Wz6y/+OKLNWSa+fl5rl+/jpGREW5ubnqtWU5ODhUVFSiVSrRaLe+9956wxZIWHlJ1OzU1hZ2dHXNzc6jVaoyMjPR+Tmtr6xoa9mo8vE6n4+HDh1haWoo/Xl5eFBcXC5ibtMhLTk6mqalJoAmUSqWwpWttbWVhYQEDAwO95ZutrS3GxsaiRXR1deWll17i3LlzXLlyhYCAABYXF4mOjmZiYoKGhga96q23t5fY2Fj8/f25cOGC8FyU5G2luH79OnK5nL6+vjXLv9LSUuRyuZ6myuLiIlZWViKRSmFhYcHJkyextrZGp9MJBmhkZCQPHjwQs05pOS4teKXPXDLlLSgoICIiQhgGz8/Po9PpGBsbo6OjQ29x1dDQsAYh9I/izJkzyGQyvv32W4yNjXnjjTdobGwkOztb3EPT09P87W9/E4v01QdWbW0tXV1dWFpaYmNjg0KhEBW5BCk8fPiwHnFly5YtDA8Pc+/ePTw8PHB3dxfdoxQZGRkCDHDx4kXCwsKIi4tjbGyMvLw87O3thU766kNfpVIJdvXFixf1fErVarXY10RFRXH79m0xCrp8+bLeMwMrM3Vvb2+cnJwoKyujrq6O7u5uysvLWVpawtLSUiDErKys2LNnDyMjI3qSshUVFUI58auvvsLc3Jx9+/YJz1ClUsmRI0f4t3/7bw+d8+fPs2/fPpRKJQ0NDTx58oTx8XFeeeUVDA0NsbW1ZXx8nEOHDjE0NCSw6B988AHT09MC9ijN4b28vITSqU6n489//jOTk5OYm5uLg1m6x7u6urhx44ZQbZT+3sHBgeDgYGZmZpidnWVmZuZHQ7asjp9cQj9w4IBAOzx+/Jienh6Bw1ar1bS1ta1BYCwtLSGXy/W0smHFrNfR0ZHx8XGRtCU8taTnACtVn6enJ4ODg0xPT2NqaiqScm5uLrOzs7S2tn6vgayFhQUpKSlCoGpxcZGFhQW9ZDg8PExbW9v3QrdgxTDD2NhYLzFLvz+sLDaDgoLw9fXF29ubr7/+msHBQWxtbbl16xbr1q0T37du3TqMjIxIT0/n+vXrgnRz9+5d8SCvxvUaGBhgYmKCu7s7Tk5OmJqacuTIEaamprh48aKAKDY3N2NnZydkfVcjPiIjI9m7dy8GBgZcvXqVgYEBXnvtNZaWljh//rx4kCwtLVlcXCQrK4uXXnpJmHkYGRlhY2NDSEiIHjrgzJkzODk58cc//lGwd/38/EhISCA/P5/y8nKBdLh37x65ubkiobw4P09LS9NbOMIKqexFpNGDBw/YtWsXbm5udHZ2IpPJ8Pf3p62tTS/BBQcHs7S0hFar1Uu8jY2NyGSy74XHwkq3Jt2n0v0kl8s5cOAAf/rTn/jrX/8KrKCrbGxsxGvfvXsXZ2dn+vr60Gg0hISECAeksbExbt++ja2tLRYWFjx79kzM3SVXpaioKKqrq/WW/i+yrlfH6Oio0NCXYnFxUW/p+/XXXyOTyQgPDychIUE4F+3YsYP79+8zOTlJTEwM3333HdHR0fj4+AhfTykkboinp6eAJUsFx4EDB1hcXBSLU0tLS+bn54VLl5eXF7BSfNXX1yOTydi9e7dI6NPT06Snp2NnZ8e5c+c4evQozc3NFBQUMDU1xYEDBxgbG2NycpK0tDQ2bNhAdna2nq56dnY2np6e7Ny5E4VCwfnz51EoFIyNjREQEIBSqUSn01FdXc3Q0BAGBgZoNBqB7vqh4yeX0KUq74033qCtrY0nT56Ih1wyO5YYZLCCMDh9+jQGBgY8e/aMjo4ODAwMMDIywtraGgMDA548eYKhoSGnT5/m448/RqPR8Prrr+tpk/wjyKP0wMfHxxMaGipcvn/1q19RWFgoSEGrH9TVJIV169bx9ttvI5PJWFxcFFZWEgoFVpKDdBC8WBUplUoOHTok9DwkuGZ0dDRJSUl88sknXL58GScnJ8zMzDAyMhIGAatjYGCArVu3EhISgq2tLRcuXGB4eBgPDw+ePn0qllmLi4u0trby+PHjNXjzXbt2CYuzyspK1q1bh1Kp5NmzZ6jVag4dOoSRkRELCwtCL7yzs5NDhw7x9OlTlEolycnJXLx4kc8++0yY80piXfX19bi4uGBmZkZzczNmZmY8f/6c2dlZIehUW1vLrl27SE9PZ+vWrbz77rvi/anVavbs2SPw6B988AG+vr60trYyPDws0EwajYZ79+5RWVmJq6srPT09REREYGZmRn5+PuPj4zg5OVFQUMD8/LzQE9+0aROTk5M0NTURGxsrpJ0lU4+pqSnCwsLYt28fi4uLTE1N8dlnn+mN+9577z2SkpKIjIzUKxBeNNH+5S9/yfXr11leXubll18mKyuLL7/8EgsLCywsLITfgFwuJzMzk6ysLC5duoSRkRGGhoZCuK2wsJDe3l48PDwICwujqKhI77oaGhqya9cuHBwcUCgUfPTRR1hZWfHOO+/w7NkzGhoahFb+4cOHMTY2Jjc3VyS9o0eP4ufnh06no6GhAS8vL2JjY2lqahLoEa1Wi4+PD+vWrVuzz3j48CEKhULMm9va2qisrMTe3l7Ibfj5+XHr1i09mPLWrVvFf9va2jI/P49arV6DD5+ZmRHkK7lcLuQoHj58yPT0NHZ2dshkMmxsbPjuu+/WfH9kZCTp6ekAong4ffo0X375JV9//TXHjx/n/v37NDY24ubmxoEDB3j//feFZtIPHT+5Gbq0FA0ICGB2dlbIXErx9ttvMzs7y+joqDiNra2tMTMz4+rVq/j7+3Pw4EGKioowNDQUDitxcXGEh4fT2NjI5OQkGzZsoK+vT69qPXnyJMHBwfj6+rK8vKzXQkk3oqRbEhgYiLe3N9bW1oIF5+Pjg06n4+LFizg4OJCUlERNTQ0BAQHClcbAwIDbt28zNzeHh4cHExMTHD9+nLCwMFQqldBTAdi0aRNtbW0C5WFtbc3w8DA1NTVs27YNR0dHfHx8xFxfo9HQ2dnJ/fv3v1dof3h4GAMDA+zt7RkaGqK3t5czZ86gUqkoKytjfn6eubk5qqurxc1va2srfCwrKysJCgrCxMSER48e4enpyY4dOzAxMaGwsJDu7m5MTU3p7+9Ho9EIU4eYmBgqKipQKBRiXyApVMJKWzs+Ps727dtJT0/H09OToqIiDAwMaGhowNDQkJ07dwo4qq2tLc7OzhQVFenB7CSWZVBQEDdv3mRmZoaTJ0+iVqupqqoiKiqKiYkJzp8/T2trK5s3byYhIUHsMRISErCysqK4uFgsyqampigoKCAoKIh9+/bh6elJeXk5XV1dhIeHc/nyZWZnZ3n99dcFHT4oKAgrKysePnxId3e3kJiVpCNKS0upra1lYmKCqakpmpubqa2tFZaGi4uLBAcHk52dLaC4Li4uFBQUMDExIcZPjY2NPH/+nPr6eoHkWFhYwNnZmU2bNokDysbGBg8PDx48eEBjY6NIgAkJCfT19dHU1ISZmRn+/v5oNBq6urrw9/fn2rVrQt+osLAQCwsL4dok8ThmZmYICwtjeHiYZ8+eER8fL5iWJSUlYlwqHaITExPEx8djYmLC6OiocOsaHx9nenqa5uZm5ubm2L17tzjQS0pK1sCUS0tL6e/vF45izc3NdHV1UVJSgre3N6dPn2ZmZoaioiKam5vRaDRERkYKo5ulpSXq6+vF819bW8vAwACenp4kJiYK/sDAwIBAYdXV1dHf38/u3btxcHCgqKiIoqIiRkdHCQoKIiMjAysrK54+fYqrq+v/LkVhxaRBq9VSU1NDW1sbSqWSyMhIOjs7CQgIIDw8nJs3bxIcHExycjKtra3U19cLuNaxY8dwcHBgaGiI6upqBgcHmZubE3ClqakpamtrCQsL4+7du0RERAgNY4VCQXR0NI6OjgJr/bOf/QylUkl9fb0Y0YyOjtLT00N3d7dYHra0tFBcXCyo9ceOHRObeQsLC6GXfuHCBfr7+zly5Ag+Pj5UVlbi4eGBmZkZn3/+uWinBwYGOH36NDExMRgZGYkbW6r+l5aWKCkpoaSkRK8aNzAwYOPGjaKq2rJlCz09PcLcuqKigqKiInp7e9FqtczNzVFbW6u3eISVDsnLy4vKyko0Go2AjTU1NQnIYXBwsPBYtLW1pbi4mP7+fuGJGhUVJRzRpd2IhPYJDAzU0zgxMDDA1tZWzN6np6cpLy9namqKxMRE3NzcsLKyora2lrGxMaampgTN28jICEtLS9avXy8WoWNjY0RFReHh4YG1tbUgfJWWlqLT6XjppZeIioqioaFByB6Ympri7OyMm5ubqJiljmnfvn3odDqMjY3F71pcXMzo6Cj79u3Dw8MDFxcXysrKxFK4oqKCpKQkYmNjBRRz27ZtODs709HRIZLJ3Nwc3t7eeodfQUEBWq2WmJgYBgcHKS0t1Rt/dHZ2Mjw8zNTUFAsLC3p7kampKWZnZ/H29qapqQm1Wi2ckjZu3EhsbCw1NTVs3bqV5ORkZmZmKCkpESqSQ0NDlJaWYmxszPHjx7GysqK1tZXBwUFhSpGRkSFAB87OznR2dtLR0cG+ffswNjbGxMREeIfCf5tGZ2Zm4u/vT3t7OzMzM/z85z8XEh0vyk9LEGMJESZ9XsePH8fIyIiOjg6qq6vF8lja1SiVStra2tDpdKLQAYT0dl5e3hrnL3t7e95++20iIyNRKpW0t7djampKQECAWO5PTU1hYGCAlZUVjx8/1hv9Dg8Pk5eXR0FBAUtLS/+7FJVi9ZxZ0vUOCQlBo9FQWFhIYWEhGo1GQPlSU1M5d+4cLS0tWFpa0t7eLqrQ+vp6Ojo62Lx5s2DQ+fj48OzZM65duybw4k5OTgwODlJYWIiTkxPh4eHiRnR0dMTe3p6amhpxAefn5xkZGaGtrW0NAw5WKkWtVou5uTnu7u40NDQQHx/PxYsX6e3tFTe1JMTf1dVFfn4+ExMTvPLKK0KAa2FhQSxibWxs9Nitz58/x8XFRWiaSFjef/qnf0Kr1fLXv/4VZ2dntm7dli3ORgAAIABJREFUiqGhIdnZ2URGRrJz505KSkpEy1xSUoKLiwtJSUkMDQ2JiiorK4uMjAwmJiawtrYW2PLz588L8wOplV1aWsLW1hZPT0+9zkDSfpGupfRgjY2NCSkC6Wuurq5UVlbqoTOkmJycJDc3F0NDQwFnkyrk9PR0sVNIT0/H3NxckH6kpPvivbVlyxYxwpK0PWxsbBgYGKCtrU0kg9UhaczAf3drEtKnsrJSsJHVarXQCYqLiyMpKUkcuBMTE2ImPzw8rOd61dbWxocffrjGR1TSo5c+aykkwACssHCzsrLE/RkREUFZWZkwPx8eHqarqwsXFxdSU1NZWlpCJpMJFNnBgweJiYnh22+/1cOa+/v7s7S0xPLyMsHBwXz77bfcv3+f9evXExQUxPLyMqWlpTx8+BC5XI6rqyvGxsZCg0VKwLAipicd7rAy/lheXkYmkxEfH8/69euFdg+sjBa3b9+Or68vjo6OdHZ2UllZKUh7ElLtRXaxg4ODgILqdDrs7e31Ou0NGzZgZ2eHgYGBnr3lyMgIX3zxBenp6Tg7O2NhYcHo6Ci7du3CxsZGT97i8uXLgknq5eXF3r17GR4eprq6+h8a1vxQ8ZNL6JIFnWQye+PGDR49eoSvry86nY6cnByR3G7evKk3956enl7D9ISVxebAwADe3t5CR1tatkpCXDt27GBoaIjbt29jZ2fH+Pg4pqamLC4ucv78+TUb7JCQEBITE1lYWGBycpI7d+7owbaysrJQqVQsLS0xNDTEBx98wOTkJBkZGUJUysjICEdHR5GAEhIS0Gg0QvTq97//vXg9ycZOYtHCysGRlJSEvb09FhYWPHjwgJmZGaqrq8XSR/J7lJxu3n77bdLS0qioqBAJLjExET8/P4qLi6mvr+fVV1/l7t27wvbP1taWwcFBQcKSHvr8/Hxyc3NFVf5ivP/++yQkJAiq9dzcHPX19dy8eROZTEZKSgqPHj1i//79BAcHs7y8zMDAAO3t7Xqsv9VLqtUREBCAgYEBFhYWtLa2otFo1sDQdu7cqafZbmpqSnZ2NtnZ2XpuUP/1X/8lEuKLzNrY2Fi8vLyEfdzMzIze0nt5eVlUyqtD2otYWFhgYGDAxMSEQD0VFBQI1mF9fT2ZmZloNBr6+vro6+sTIx9/f38SEhJwdXXlr3/9q5h1P378GGtra3x8fLh48aLATpeWlpKamsrGjRu5e/euuCc1Gg2ZmZnI5XLkcjlOTk56KpWurq68+uqrvP/++yIhVlVVUVVVJdAgUkgCXlZWVoSEhAgUD8C7777LwsICjo6O7Nmzh8bGRlpaWigvL2d+fp4DBw5gZGSkhxjRarVrFCmlHZnkfJWbm4u5uTn+/v48e/ZMdKb29vZMTU2JwurgwYN64mYzMzP86U9/QqvV4u/vL+6HixcvolAoUKlUYnz7zTffcPbsWRISEjA2Ntbb062O5ORkNm/ezO9+9zuUSiU2NjY0NTXR0NAg7qkfS23xJzdykWbo+/btEy7xExMTeiefRBwaHx/H19dXb5F48uRJkpKSiI6Opry8HJ1OR0xMDP39/dTW1gqZWli52C4uLoIV6ufnR21tLTU1NWLJIlmwZWZmUltbK/wTi4qKsLOzw9nZWW9xCytVsp2dHd3d3QJNIlVzIyMjAqOen5+v1yp3d3frwTZhRQBp//79bNmyBS8vL5qbm1EqlaSmplJdXS1wzS4uLlRUVGBnZ0d2djbe3t4kJiYCK+MMyTFnenoaGxsbioqKSExMZHFxUbgAzc3N0dTUxNatW4mNjRUP2fz8vBCOWn2wTU1NIZfLiYyMJC4uTq/1t7Ozw8TERBhC9Pf3C813pVLJK6+8go2NDSUlJQQFBYkxlyTnulo/5MyZM+zcuZO4uDiWlpYEtK6uro7x8XFMTEzo6OgQomhHjx7Fy8uLpqYmLC0t2bZtG3Nzc4yPj/PrX/+awMBA5HK5XjcRFBREXFyccNopLy/Hzc0NmUzGwsICO3bsEOOY1tZWkSh37drF3r17iY6ORqlU6l2/gYEBYYDc09ODQqGgubmZ0tJSYmJi2LdvH15eXpSXlzM+Pk5aWhq+vr56rExvb2+io6OZnJwkJydHjG06OzspLCwU8svHjh1DJpPR3NxMXFwctra2hISE6CVKSZNcoVAIAlF8fDwGBgao1WquXr2qV5R4eHiQmJiIo6OjHpZbYsrW1dWtkb1dXl7m+PHj7NixQ3AympqaiI6OpqamhubmZnx9fent7aWvr49Nmzbx1VdfCViptbU1b775puAl1NXVsbCwQHl5udjLtLa24urqyq5du0hLS6O6uhobGxuxiA4JCRHvJycnh+7ubnx8fGhvbycuLk5osqempuLo6Mjz589JTU1l06ZNzM7OUlxcTF9fHzqdjufPn+sd3rDSMbq6ulJWVoaPjw8FBQUUFxfj5+fHyZMnKSws/NFm6D+5Cn11yGQyfHx88PHxoaamhmvXromvHTt2DG9vb5aWlqipqSEqKkpUoWfOnMHU1JQNGzZQW1vL7t27gZUL8c033+jBFSU9ETMzM0FMaWtrEwllYWGBzMxMcQgsLS2xefNmOjo6uHbtmnhPkjfhkydPsLa2JjY2FqVSKcYTUtjZ2YkqabXcLKwkb29vb54/fy6o4rW1tQJrLX0mkqKki4sLN2/e5O7duwJ9IkmzSrrMUjg5ObF582aePn1KW1sbhoaGbNq0iZiYGD755BO+/PJLoY2u1WrFCEeKzMxMDA0NmZmZWeNFKlWgLS0tJCQk0NPTw+LiImfOnKG9vZ3c3Fy9BP3qq69iaGgoDjup+uvo6ODKlStotVrhtA4INrBCoaCnpweVSsXPfvYznj59yrNnz8T3t7a2snPnTqG5MzExwbNnz8QSzNDQEJlMxszMDLW1tXrjjdTUVMzNzYEVuOj8/Dypqal0d3dz7949YTTS3t4udGsqKyvF7mF8fJyvvvoKS0tLpqamSElJwcvLi9u3b4vxkjTGS05OJjExEZlMhrm5Oampqdy+fVuYVzx79gx7e3vc3d0pKytj06ZNopr28vLC0NCQHTt2kJWVBaxUsV5eXmLGrtVq0Wg0gs8ACBKbVJS4ubkJBIyJiQmXL19mcnKSXbt2ERMTw5UrV2hpaeHw4cN69oIKhYLf/OY3zM3NCb2e1UWJTqfj8uXLeHl5ERAQILTeXVxc8PPz4+rVq5w9exZ7e3sWFxe5cOECnZ2d7Nmzh9LSUqysrLC2tuall16iubmZW7du6ZlEh4aGsmnTJj0Xp5GREdLS0lCr1cJo3MnJibm5OUpLSwkJCSEiIoKWlhahnaRSqYTPMKwUUyEhIUKWV/qdh4eH2b17N5aWlly+fJnU1FSePXsmRnCSptDOnTuJjY390bxEpfhJG1xI0d3dzTfffCP+Xy6XY2tri6GhobggAQEBvPTSS0xOToqk8GJITMYXIz4+Hj8/P9Rq9feaJVy5ckU8lM+ePeO9997TWyJKFfP8/DzGxsYYGBiQl5cnYJaAwEC7uLiQkZEhsPWBgYG8+eabgopvaGgo5qVHjhxhbm6OrKysNSw8WMGnnzhxQviFSqFQKOjv76esrIyioiLy8vJ48uSJmGFLZJLe3l40Gg3Hjh1Dq9UKP9WrV6/y5MkTwsPDhSOMra0tfn5+YhEsPVASekIyD0hOTsbLy4v+/n7m5+fx9vYWNl5SnD9/nuHhYXHz63Q6CgsL+fzzzzEzM+PMmTNCeCssLIza2lo0Gg2Tk5P09vaKCnvr1q0cP35c77UbGxuFWl9sbCxhYWFkZ2cL496HDx9y/vx5zMzMeP3113n77bcBBOJmenqawsJCQkNDcXZ2FibkBQUFqNVqbty4ga2trdC+npycZGFhgS+//BKdTieMTqR2/vXXXyciIkLvPY6OjlJSUiL0wyMjI8XnWF5eztDQEJs3byY5ORm5XM53331He3s75ubm2NnZkZubq1cojIyMUFdXh1wuB1aKkEuXLtHR0SE0vNPS0njrrbdQqVTcu3dPjPVu3bpFVlYWS0tLnD59WiSllJQUNBoNf/jDH4TDVHp6unBkMjc3Fwvq1SFZR46MjHDnzh0+//xzAG7evEl3dzeBgYHMzs6K50yCtW7YsIGRkRE9roCdnZ2Q9JVidnZWj9Us7St8fX3ZuHEjxsbG4j4uKChAo9GwZcsWYel48+ZN5ubmBG9C0sfp6emhoaGBs2fP6h1gsNK9SYdxeHg4L7/8st7XX3vttTXiaD9W/KQrdFghtEiMMrVaTUhICC0tLdy6dYtXX31VLBCdnJywsLBg7969wsLLwMAAnU6HTqcjOzubZ8+e4efnR2JiIllZWaKCr6urE+JOt27d0lsM7d+/H0DA7DZv3iwWIhKqY3BwkFu3bjE/P49MJuPLL7+kubmZoKAg5ubmmJiY4K233hL7AGk+7OPjQ0ZGBnK5nFdffZXPP/+czz//XGCMfX19ee2117hw4QKfffYZBw8eXDPPlBAMkq4JrMxuX1wWfV9I3clqg19YkY3dvn07CQkJzM/PC9VLqavYuHEj7u7ufPXVV8TExIiHClZYmevXrycnJ4f29nbc3Nz0DuOAgAA6Ojr48MMPRSV9/fp10XUcOHAAjUZDf38/W7duxd3dXSybpLGVBO97/vy53mtLn0d+fr6Yz64mGEluU9HR0ezYsUOINK1fv56SkhISEhLIyclheXlZ4JyNjIyIjo4WpKXp6Wlee+01jIyMBKHr2rVrjIyMcPLkSfHzFAqFkApYzdyElXtaQtEYGhqiUqmECfedO3ewtrYWGOy4uDiRoGxsbDh79iyDg4MEBATQ1dWFjY2NIHSpVCoALl68KFyVXF1dxd7F0dGRkydP0tjYKDpLKSHPzc1x+fJltFqtIEytjtUJq7e3VxQLMTExLC8vCwnfiooKtmzZInZS5eXlYjG9ev8jhYeHB6GhoYyNjYnODFa6LUm6WCLCJScnU1hYSFZWFj4+PiQmJtLc3Iytra14Jjdu3MjTp0/p7OykuLiYoKAgHBwcmJiYEDsOnU5HXl6e6JSXlpYEBNHGxob09HSh3T8zM8PNmzexsrLCxMSE5eXlNaqOEsN1NUP8x4qfdEKvrq7m5s2bODo6snnzZq5evUpISAg+Pj7cuHFDbNJXy3tGREQwPDwsRgZGRkbcunWLyspKwWiUTngbGxtOnTrFhQsX+Nvf/gaszJulZLb6xI2IiNCz/pL+TqvVkpOTozerlHQyNmzYwH/+538K49rdu3frkY4kH0fp/bu7u4s5I6xUcmZmZpw6dYqrV68KSU/JbUXS5Pi+hWRkZCTJycmCnr68vCxQNhJee+fOnYyMjDA6Osro6KjeHqC5uRkrKyvBUK2pqWFsbAyFQsHmzZsxMTHB3NyciooKIiIiBEnn66+/JjY2FoVCIfRBtFotb7zxBh9//DFKpZK9e/fy8OFDMXLS6XR6Ywjpffj4+ODs7IyNjY2osB0cHDA2NhZEJJVKhYWFhRjPpKSk4ObmRn9/v1AhfFHPe2ZmhqqqKmEksmnTJi5cuMCTJ0+oqKggJiZGdEmLi4tiydbT04OtrS3Ly8tMT09jZWUlfofdu3fj7e0t3odOp+PatWvU1tbi5eVFe3u7WJj5+PiQkpIiDFB6enr0OseJiQk++OADwa+QYnx8HAsLC44cOYK/vz///u//jpubG9u3b+fatWuiEJmcnCQ9PZ2IiIg1y/ylpSWhRbQ6TExM8Pf3x9DQUCS61fe0RNKClWobVpJnWloaN27cQKFQsGvXLnp7e7l+/TpvvvmmqH6lCAsLY8+ePSwuLvKHP/xBfKYdHR0i2drb25Ofny90/SV2571794iKimLTpk2UlJTojT0AIQMdHR1NYWGh6GBMTEz49NNPxZJZioGBAbRard7BJWHJJXBFWloaMplMdDMAH330EQsLC8IVysXFRRwghw4d+tEIRVL8ZBN6UVER5eXleHp6cvToUTHykFonybFGJpOtcarZvn27SFCLi4tUVlaSmJhIcnIyMplM4GQnJiZwcnJi/fr1omJ69dVXhVvJ/yTkcjnbt2/H09NToEJCQ0OF9ZZGo2H9+vVUVVUJTQspJG2O6elpRkdH17A7V8O4Vof00FhZWQnRrGvXrglGYkhICBUVFcLFRavVcvnyZXp6ejh8+DB9fX0UFBTg4OAguoEXE/rMzAzXr1/n3r17GBkZMTMzQ2NjI0lJSWLWHB4eLhZGwcHBHDx4kAcPHoiKTNJl2bNnD87Ozjg4ONDX14e5uTkHDhzQ2yF0d3czOjqKvb09LS0tmJmZ4ezsjEwmIzIyUsxRra2tef/991lcXCQlJYW4uDg++OADfHx8GBwc5MmTJ5w+fVrI6kod3Oro7+/XW8JJyyupgjQ2Nub69ev09/czMjKi1xGNjY3pJRIppqenqampEV3E7du3kclkbNu2jYiICN59913i4+PRaDQ8fvwYJycnEhISCA4OZmJigsuXL+vB/KSq8kWZXVNTU4aHh9HpdCwtLTE3N0d2dvYaE5OhoSE93Lrkb/ro0SMmJycxNjZmYWGBLVu20NDQIEhnKSkpQjQMVoSx/Pz8ePbsmd4owt/fXyS8xcVFjIyMUCgUHD58mLNnz3Lt2jUOHTpEcXExoaGhWFlZkZeXR2xsLC4uLlhYWKBSqRgbG+PSpUv4+fmJa9DU1ERgYKBAxEiH6+DgIGq1msHBQb2xC6AHg10d5eXlKJVKtm7dqidbkJqair+/P319fUJTvbOzk/n5eYGU8vLywtHRkZqaGnEdpAJrdHSUtrY2du/ezfDwMHfv3uXDDz/kwIED3/s+fqj4ySV0KSlJegwGBgZ8+OGHYoZ19uxZHBwcMDc3FxdVUtYbHx9nYmKC8fHxNRR6CV0iQRWtra3p6enhiy++oKOjA3NzcyGB+38T69evZ+/evdy5c0e4r0jVlbSocXFx4fjx4ywvL/PJJ5+wbt06tm3bBqxUZau9TmElYbq6uqJWq5mfn9dbVHp4eHDq1ClkMpmYCwYEBNDQ0MDBgwcxMTEhPz9fOM60t7ezf/9+goKCsLa2Ji8vj4aGBjHf/u6771AoFFhZWaFQKHjjjTfo6OgQIkxS9PT0kJOTg6OjI+7u7uI9ubq6it9xtQYJIJatLi4uNDU1CZo4rOwvrKysyM7O5oMPPhCkl9DQUJaXl5mfn9e7JhMTE7i6urJ//36xWBsZGREM33v37vFv//ZvoiuROrahoSGsrKzQaDT84he/YHx8nNbWVtra2tYgi549eyZUBAMDA/UWr7DSBRgZGYlxj0SHfxG7rlAomJ6eFtZ0kgHxwMAAjx49wtHREa1Wy82bN4U6YGFhoVA7hBW+wWqzhRdNNKqrqzEwMMDDw0NU4/7+/hQVFVFYWChE5qQRi5OTE/v37xeKm1u2bCExMZHHjx9TWFhIe3u7kGowMzMTzObV9yWs4OYrKiqIjIxEo9GIWbeDgwN79uzhxo0bwtYtOTkZc3NzqqqquHfvHkePHmVmZgZPT092797NJ598IgqqpqYmsRDOy8tjfn5ecBOkgkmSq5UOHXd3d9LS0hgdHWVsbEwPRvn666+jUqnEjunQoUPk5+dz8+ZN3nrrLUpKSlAoFJw8eZLPP/+cO3fuYGRkhJmZGba2tmJxLIWLi4ueCJlGoyE8PBwXFxeuXr0qFtEvHsQ/VPzkEvpqCzpYqXxcXFxEQndycmJoaEhgZWGlxbx//z4KhQIbGxtsbGxwc3MTiy5AzwdwNbrBwMCA/fv3Ex4e/v97qREVFcWGDRsoLi7Wa9MGBgYICwsjOTmZdevWYWBgQGhoKAUFBURGRvL8+XNycnIwMDAgLS2NqKgo/vCHPwhfTli5QYqKivD09MTKyoqKigry8/NxdnamsrJSyPxKiXL37t0YGRmJhLthwwaxnHN2dsba2prnz58TGRkpRhOJiYnI5XJB7XZxcdEzcgBEInwxVot1vfg5Xr58mV27duHi4kJlZSW9vb3cvn0bZ2dntm3bhlwux8fHh6ysLIE5r6mpWaNvAivJ89SpU6KVl3RJnJ2d9cYTwcHBJCUlIZfL+dOf/sSmTZvw8PDg0qVL1NTUEB4ejp2dHZ6enkxMTOjpm5iamnLs2DFUKhU1NTXodDpSUlIIDQ3l7NmzlJSU8PrrrzMxMUFxcTG/+c1vUKvVfP7553odgZGREdXV1WKckJ2dTU5OjuhwJMVQZ2dnMjMzsbGxYWRkhOzsbKanp9HpdNy+fVs4QzU2NnLq1Cnm5ub485//LH7Oz3/+c2xtbfn9739PQEAA+/fvZ2pqimvXrq1Z8nt5eTEzM0NZWRmOjo4MDw+zsLCAh4cH8/PzVFVV6bkA3bhxA0tLS6KjowkODqaxsZG8vDxcXFy4ffu20F63trYWPILVBDjpnrG2tmb79u3cvHlTdKpOTk4oFAocHBz0utORkRFxP724FD19+jRubm7cvn0bAwMD3NzcGBwcxNnZGZVKJbpMpVLJ4OAg1dXVqFQq6uvrMTQ0xN/fH5VKxUcffcTFixcZGRkhIiICd3d3tm3bptdF/+1vf2NqakqMV2AFmy/tx2BlJDc3Nyfeg3QfvQjn/KHiJ5fQIyMjRaseFhZGeno6crmcyclJjIyMBAHj2rVrepKoqampxMXFiWRSU1NDWVkZu3btIicnBxMTEzIzMxkfH6e7u1skjrffflssVH6IkMlkbNy4EVtbWz2J3+rqalFNSSJFS0tL/OUvfwFWqqpdu3YJ6ypfX18aGxtFlSpB4jIyMjA2Nkaj0YjljK2tLUlJSWL8odPpWF5e1jv0JBzv1q1bsbGxISgoSBhxPHz4EDMzM+Lj4xkeHiY7O5v79+/T2dnJ1NQUGzZsYGJigomJCX7xi1+g0WgYGBjQGz1YW1uzY8cOUTVnZWURHx+PmZkZT5484b333hNt9SeffIJcLicuLo78/HxaWlro7u5eU+GGhYXh6uqKqampcKpfWFggKyuLAwcO4OTkJBLo/Py8Hqw1MDAQGxsbwcaMjY0VYmK5ubmEhISQn5/PkydPMDY2Jjg4mLq6OlJSUigqKiIrK4ugoCDq6upwdXUlLi4OAwMDjh07xrlz5wRbUBJDu3z5Mv39/XqEGVtbW1555RUuXLhAe3s76enpjI+P6+1RpN+ptbWVsLAw/Pz8yM7OFotTrVYr5ro1NTXU19eL67pjxw5ycnK4cuUK27dvR61W4+PjQ1NTE7m5uWvmxi4uLhQVFYn3NzQ09A8t8aSQYIzScyXh0V966SUqKyt59OiRUJz83e9+t2YUAiuVtbm5uUiCUkfU0NDApUuX1rCt4+PjSUhIEJpBBQUFoio2MTERfglxcXEolUpu3LjB0NAQlpaW3L59G6VSyeuvv86DBw8oKipi/fr1NDY24u3tjZGREXZ2dmIBDisF17Vr19a8D0tLSw4cOICXlxfvvfee2OXdvXtXdA2rn3EjIyP8/Pxoamr60RakPzli0dLSEs+fPycwMJC6ujohFFRTUyMquQsXLtDW1oa7uzuTk5OYmJjQ3NyMi4uLSM4PHjxAp9Nx6NAhPD09KSkpobu7m23btgmho/j4eD0Swg8ZdnZ2wqD55z//OYGBgXh4eODg4EBXV9eaebmZmRlyuVzI30oICU9PT+7du8fo6Cgvv/wyhoaGQiRIGmvMz8+TmJhIT08P7e3tgqzR0tJCcnKyqBbGxsYoKipiZmYGLy8vampqGB8fp6WlRRjstra20tLSwtDQEFqtVujJSOzFzZs3o1aruXXrFlNTUyQnJzM9PY1CoRACWnfv3mV2dpYjR47g7e1NaGgoo6OjeughiSHZ3t6OmZkZERERbN++HRMTE3p6ejA1NWVmZobU1FTc3NyoqKggICCArVu3UldXR1FRETqdjqGhIWFGYmtry5kzZ2hubqazs5Pw8HDhLiR5oUpkp6dPn9Le3k5gYKAYgzU1NZGenk5cXBzl5eVC70OCTE5OTgoXpNLSUgYGBtBoNIJ8dvjwYYyMjJicnGTfvn1CpkJavu3du1csQI2NjYVkgkSXLy0tRSaTiX8zMTHB3r178fb2Zt26ddTU1NDY2Eh7ezuhoaGkpqaiUqkoKioS3Uxvb694nW3btuHj40NLSwu/+tWviIuLY3Z2do2OSWZmJps3byY+Pp6YmBiRrCTfWVjx+zQwMBC7lujoaNavX09fX584YKKiooiLi2Pbtm3U1NSILjg9PV0YRqw+tHt7e/Hz8+Pw4cOUl5cTERGBubk51dXVAueek5NDbGwsmZmZFBcXC1KhRqPhyJEjWFhYUFRUhIODgxDsOnHiBFZWVnh5edHY2EhhYaHoQnp6enjw4IHeGFHSNBodHdVbFu/atUssgmtra9FqtWzevJnw8HCBPJJi7969ZGRkEBYWRm5uLnFxcf9LLFodycnJ+Pv7c+vWLT755BPUajVyuZysrCzB3JR0PU6ePMmdO3e4cuUKp06dwsLCgra2NuFK7urqypEjR/jyyy+5dOmS8BANCwv7UX8HyTR5ZGSEwMBAGhsbKS0tRa1WCwwzIJKUhA/28PAQN5KE47Wzs+P27dviYVw9XoCVqlepVAIrFVF/fz/79+8nIiICjUZDXl4ex44do76+nvLyciELLI2hamtruX//vt4Dt7S0RHl5ORYWFpibm7OwsEB/fz9fffWVSGDBwcHY2Nhw/fp1GhsbMTc3p6mpSSRnnU7HzMwMlpaWaz4fpVJJRkaGHtU+Ly8PR0dH9u/fz2effcb58+c5deqUQJX4+/vj7u7O/fv3BbQMVqqjl19+GQsLC7Zt28bVq1e5ePEi8/PzxMbG0t3dTX19/RqtDZVKhUajEWOR/v5+8vLy9ISX7OzsqKmp+Yd69tIYSEoqEuywq6tLdE1WVlZ8+umn9PX1iWT87rvvEhkZKchYEnRudXR2dtLX14ehoaEe5nvDQK7vAAAgAElEQVR+fp6LFy8yNzenh3KS4IqhoaECwy4RmG7evElVVRXh4eFUVVUJR6pvv/2WzMxMIToG8NZbb2Fpacm9e/fIycmhvr6eAwcOCOet2dlZnj59qofO2b59u5AFUKvV7Ny5k/v376PVajly5AhqtZri4mKxA0hPTycyMpL5+XmWl5dxcHBg7969PHnyRC9hmpmZ0draipOTk6ju9+7di4mJCSYmJqxbt06Mardt2yZgjpJngLRPKy8vRyaT4e7uTkpKCjU1NYyMjPDrX/8atVrN3//+d71x0VdffSU6fzMzMyHdsHosLJPJMDIy4s6dO7S3t5OUlPS998gPFT/ZhA4rS0Fra2suX76s90FnZGTg5+cnUBIWFhacOHGCTz75hIsXL+Lj4wOgR+jw8fFh//79XL9+XTjaSJjXHyskZ5YrV64I5qOEcw0LC+Ozzz5DLpeTmJhIYmIiw8PD1NbWUltbuwYRMzo6iqurK9u2bcPf35/m5mYePXrEmTNnBFZWQkn09fURGBiIQqHg+fPnAiXwxRdfkJSUhLu7+5oZ3/z8PFu2bCEoKIjc3FwaGxvZsGEDpaWlVFdXi6Tx8ccfY25uzunTp3FxcQEQeh7S+ELS3Hj69ClVVVWMjY1haGiod4jByvz7448/Jjg4mJiYGFQqFSMjIzg5OaFSqTh69CgXLlzg448/RqfTYWVlJSr91eMkWMGfv/vuu9jb24vrKs2Pv/76a2ZnZzEwMFgz31/NC4CVeb+VlRV79+5Fq9Vy7949Dh06hLW1NVNTUwwNDZGbm6tHhV/dGU5MTIifn5aWRnt7O6Ojo0xNTaHRaMQhKMHldDodMpkMNzc3UaCs7t4kGdcXTV16e3tZt24dZmZmepo0sDLSsLOzw83NTXQVV69epampScBDm5qa8Pb2ZsOGDVy5coVz586xY8cOqqurcXJyEsVBRkYGwcHB3Llzh7Nnz4p7+osvvhAoGU9PT7744gs6Ozvx9fWlsLAQFxcXYmNjqaiooKKigujoaExMTPSuv0TgkoAQEuPYy8tLL6GvXnJKkZ+fL/xvV79mTU0NT548EZ/vi9c7KiqK1NRUgdySTNMvXbrE8PAwhw4d4tq1a6SkpNDX18fDhw8ZGRkRPI8nT55QVlZGfHy88LLdtm0bBQUFFBUVico/Ly9vDVv7h4ifdEKHlaS42hkcEPNUKf7yl7/g5+eHlZUVXV1d4hT/7rvvmJub0/sjxcLCwo9P0101RxsaGsLV1ZXMzEyBVZ2dnRUIDq1WK2RP/1ElKBGIDA0Nyc3NxcLCQuB4X1xE1dfX6404pHjy5Anm5ua4ubnpzVidnZ2Ji4vDxMQES0tLlpeXSUtLIz4+nqdPn+otmJeXl3ny5AkWFhbCVk+yB5NCsuXz8PBg8//D3ntGxXmf+d+foQxDGXoRIJroHQlEUUGogFBFXZaEsGQ7Tuwkzjmbs6+fF7t7drNx/okTxUWy1VE3qkYUNYQkehe9iN57n6HM84K9f2GMsuVZe59/ztnrHJ9EDYaZ+/7d1/W9vmXdOvz8/Hj27BkFBQV4eHhQX1/P/v37aWpqoqKigrKyMnEwSdL82dlZ3NzcBMNCiuyDhc5aot4BeHl5iUXY9xkGrq6ueHt74+npyXfffUdtba2gw+3du5fKykoteXloaCiBgYGis+vp6cHCwoLp6WlycnJobW3VClmpqKhArVazb98+RkZGhJ/+69evtR48Ojo6TExMCEUxIGCjR48eCe4/LLBFJBVrWVkZqampWhivi4sLBw8eRCaTkZKSQl1dHZ988gllZWW8fPmSs2fPCrgFFtgj8fHxhISEMDk5ydTUFEVFRQQEBLB+/Xru37+vtciXpjVpYpOyaCVKn+RvI/nr6OnpicXh4OAg+/fvF5TTtLQ0enp60NXVpaSkhPDwcNzd3bl69SrPnz8X0ISxsTGtra0iT0DanX300UdMTk6SkZEhvseyZcsYHR1d0pgolUqRL2tra4ulpSWffvopnp6e6OrqUlhYSF1dHbGxsSgUCmZmZrh165bgkfv5+Qkn1gMHDghB4uL7JyQkhC1btlBfX8/4+DiGhoaCniolTv1Y9Td9oGs0Gh4/fqx1mCcmJorQAYl7K0VCSRxgqSoqKrC2tsbCwgJbW1sMDQ2pqqpidHRUUOl+7HJwcBAwSXt7O7///e9xdnbGz89PdAd3796lpqaG6elp9PX18fDw0DqMt2/fztjYGNXV1UtYQGlpaZibmxMSEsLAwABtbW1s3bpVhG1MT09z+fLlJYfBnj17qKur49atW/j7+/P69WtaWlrYu3cvpqamzM3NMTU1xezs7JLkouXLlzM2NiYMt95WPj4+bN26VdDmJMzc3d2dHTt2cOrUKUpKSjh69CjBwcFcvHhRdJlqtXrJQ1uq+Ph4fHx8MDU15dSpU9jZ2Ykl7YEDB4T688svvxSve9WqVcJ8rLq6mtDQUKytrUlNTWVkZISwsDCePHmCXC5n+fLlIoZMYhg1NjZSX19PSUkJBgYGIvjjypUrHD9+nP7+ftLS0vj888+FpYLkWihF58ECdPDw4UMyMzMF7CcxX+RyOVu2bCE8PJzf//73LF++HLVaTWpqKmVlZbi4uBAfH89XX30lItcyMzNZs2YNlZWVhIWFYWRkRFRUFL6+vmKH8v1rZfGhDWjZUyyu0tJS0fDIZLK3Nj+NjY0iktDZ2Zk3b94IeqjkKBoYGEhmZqbwttfX1xexcyEhIbx48ULg1sPDw6Snp2NqakpSUhKjo6OcOXNGKLQXc+1jYmKwsbFBo9Hwj//4j2KC1NPTIyYmRlwH0p7Dx8eHwMBAwsLCePjwodb1VVtbS0hICObm5mLykjxa3maPvWPHDmQyGUqlUlz/bW1tpKSkCCW3v7//W9/X/279hwe6TCY7C+wEejUazZINoWzhk/wM2A5MAic0Gk3xD/1Cv1+zs7PcunWLqqoqQkNDGRwcRK1W4+7uLnBpqU6cOMGyZcuorKwUcmGppqen8ff3JygoCJlMxuDgIDKZjB07dvzYPwIA7733Hp9++qmwQZWCKqQba3R0lOrqary9vfH19cXd3Z1Xr15RXV1NTEwMz549Q09Pj02bNrFu3Tq++eYbLY69JJeXvLh/85vfMDMzI9gmDx48EOKmxsZGIiIiyMvLY3h4WBxYkZGRREVFkZKSwoULF8QhLCkndXR02LdvHz09Pbx69YqtW7cKiGFubo7MzEwt7FdXV5eamhrx4AwICKCvr4+RkRHBSfb09KSyslKEAevo6ODq6io6rri4OHx8fOju7tYSjYyPj2NmZkZzczODg4NER0djbm7O+fPnycnJITo6mpaWFnp6eti0aRPl5eWkpKTws5/9TLBGJE9sydxLuvneffddHBwcaG9vJysrS3RmUvRYREQEGzZswNDQUOD3jo6OrFixAl1dXeGvLU0+hw4dwsfHh4aGBq5cucLmzZsxNTUlJydHi5Kp0Wg4efIkdnZ2DA4OMjU1hY6ODl999RVDQ0Ns2LCB6OhowSBZvXo1w8PD4uvMz89jZWVFZmYmTU1NWgIlqdavXy9Uw3V1dUvojPv378fb25t//dd/xc7Ojg8++ED8mUqlEj4zUoWFhVFZWcmZM2fw9fUVeytY4OlLvjJGRkb4+PgIbF76/GEBkmpsbBR7hvv372NhYUFSUpKI2vP19SUnJweNRsPY2Bh79+7l9u3b1NTUYGNjQ3t7O/Pz8yQkJDAzM0NqaiqXL1/myJEjKBQKMa1J8KCzs7Ow01jc3ZeWli7Jl338+DFyuRxLS0ut/cWXX37J2rVrMTIyor+/n+fPn/Ps2TPMzMx47733OH/+vLiHfuj6z3To54FTwMW/8ufbAM9/+y8C+OLf/vdHrfPnzzMzMyOWEteuXWNqaoqqqiq+/fZbnJycWLduHVeuXGFiYoLu7m7u3r2Lk5MTrq6uZGdn884775CdnS1sAjZt2kRjY6MWDevHLl1dXby9vamtrWX9+vUiJmxx7du3T1D62trayMrKIjAwUPif9/f3Mzw8zLVr1+jt7cXKyoqBgQE8PDyoqanh1KlTxMXFERAQgIWFBV1dXSIdvq2tjf379zM3Nyd+djc3N7799lvhHa9Wq4V/9c2bNwXnPz8/X9gjmJmZ4ebmRm5uLq9evWLXrl1MTU1x584doexzcXEhLS1NhHQUFRVx//59MjIyxM9cWFjIw4cPl3Q+tra2Iubt+vXrvHjxAl9fX+Fb/vHHH5ORkcGLFy8wMzOjra0NAwMD/Pz8tBKQVq5cSXZ2NkZGRkRGRuLt7c2ZM2e4ffu2sD2V8OGoqCgyMzNpbW0V2Ht9fT21tbVLphJYgC309PTw8/Ojra0NExMTKioq3mojCwuaivr6etzd3dHV1aW0tBQnJ6cl3H5YkJR7eHiITrOoqAilUklSUpJQQksQ3vz8PPHx8dTX14vPSvIucnJyYuPGjYLCp9FosLCwEAI2CTaCBb79zp07SU9P59tvvyUoKIioqCiys7OFu2RLS4tIvV+7di2Tk5NUVVWxfft2tmzZIq6HxZ+nWq0mOzubmZkZZmZmtKC9gYEBUlNT0dXVFXuVxTuDVatWCYWuXC7H39+f6upqnj9/rpWLKt1Pr1+/RldXF19fXwwMDDAyMiIlJYVz586RmJhIR0cHhoaGIkOhqKiIgoICrZ2DdA8aGhoyNDQkBGMrVqwgMTERjUbD7373O9zd3fHx8SE7O1srd+Hp06csX76co0ePiqXxj1X/4YGu0Wiey2Qy13/nryQAFzULYFquTCYzl8lk9hqNZqmm+gcoCVKQUomk9GxdXV26u7u5deuWePOkC6Gvr4/79++jUCg4dOgQY2NjIrj4/fffp7CwkNTUVC5dugT85Wn9P1V2dnaUlZVx6tQpdHR0CA4OZm5ujvLyckxNTbl9+zYffvghhoaGpKSkYGZmxvbt20UsW1FREaWlpczNzXH06FFkMhnJycmsX7+emJgYvvvuO1JSUiguLkZfX5/W1lauXr1Ka2urwAWlxVJOTg7m5ubY2dkJB0fpfXlbDQ0NcfHiRdzc3FixYgU+Pj6UlZXh4eFBeno6Y2NjwjpUwosHBgZE1FlbWxuPHj0SN3VHRwdhYWE4OzuTkpKCUqkkMDCQ2tpacSNJ6UaSeCYhIYHZ2Vk2btxIb2+vwNJXrVolRustW7ZQW1tLcnIyPT09bN68WYhWpD0ALPD7pYR4Ca+em5ujv7+f3/72t6jVagF7DQ8PC7jE2toaMzMzcnJyRCAJLOD61tbWwvr43LlzrFmzBmtra+rr66mqqhK6ipqaGpE9a2pqSnFxMb/61a+Yn5+npKRkSchDYmKi1uJe6nolA623xQba2dkxPz/PuXPnUCgU+Pn5UVxcLHDux48fMzExgbOzMz09Pfj5+eHh4cGLFy+0TM2ys7OxsbERmaQnTpzA2dmZb775hmXLlgkLjQ0bNuDv7y/UsIB4r2UyGfr6+lqHfUVFBQqFQlA5v+9DtDjF6fvV09ODRqPB29ubp0+fMjIyQmVlJV5eXmIn4e/vj6GhIdeuXePs2bOCYSVBVzMzM7i5ubFu3TpSU1NFVGNnZydbt24VlM3w8HDy8/PJysrCw8ODyclJPD098fX1xdDQkEuXLmkxwtrb2/n0008FXPl/81LUEVisUGj/t99bcqDLZLIPgQ8B4RHyX63FCenFxcUUFxdjZGQkFpoajYbNmzejq6srRrf09HT09PQ4efIkOjo6YsMtdebf9/OQPvz/qZJuRFjg/Pr4+JCcnIyNjQ1Hjhzh9OnTXLt2DUtLS5Fq1NbWRk9PjxZu+PHHH2NjYyO6x7GxMfz9/fnggw8oKiri8ePHohOW3sfnz59z9+5dgVNKy02FQqH1Grdt24a5uTkFBQUCe9XR0SE2NpY3b94IoZZUktDpvffeEw9IKysrDAwM6OjoYOXKlchkMhwcHN5qZezr68uyZctQKpXExsYSGxtLf38/paWlWgcm/MUM6vtVXFzMmzdvxHJ2fn5evDcNDQ2Ul5czNDSkxS2ur69/a4cMC3ivt7c3bm5uyGQy/vjHP+Ls7IyOjg5DQ0McPXoUlUrFmTNnhAZAJpOxe/dunJyc0Gg0yOVyZmdnWblyJStXrmRoaEgYOkl19OhR7ty5g7GxMWZmZszNzaGnp6clSoIFRlFAQAARERHY29uLDl2lUnH9+nVgIeFrenqazMxMvv76a9GJt7e3s3fvXmDhMx8cHESlUlFYWEhERAS6uroCjpDL5WzatIng4GDS0tJoaGgQ71NoaChxcXHI5XKhBF28f6qurtZaVsPCtfXBBx9gaWmJTCbj9evXArPW1dVl7969YiLVaDQCdoMFmMrc3By1Wo1araazs1M0I9PT09y4cYOIiAWAID09nYmJCdH0SeXm5sb27dvFdTM0NERhYSEhISFERkZiZ2cnILM9e/bw8uVLcnNz8fHxoaWlBVNTU+Lj41Gr1WRlZQmq69TUFGfOnKGrqwsjIyOmp6eZn59n3759wiFUgud+rPofXYpqNJrTwGmAsLAwzX/w199aUgTdyZMn0Wg01NfXL7nBz58/j46OjpbCc3Z2losXLy6BMyQL0levXoknamdnp+B5/0+U1LkaGRlx9+5dlEolbW1tgsO9ceNGHj58KLDx7+8BpLp48SLBwcHCdnZsbIzJyUkaGxvp6OhYAmNI8VgODg6C4unu7s6hQ4fIyckRN4qfnx/h4eEUFhbS0NDA6tWrMTMz49GjR/j4+BAZGcnc3BwdHR08ffpUwAvSTSeVTCbD0dFRi2WSkZEhlsJSkPKrV6/o6OgQDAG1Wk1tbS2VlZVvPWx9fX1xdXUVn9/ixZ6joyPj4+NLvHumpqawsrISTA/pwbh69WpWrVqFRqOhsrJSXFuSzYIUNybF+EnhKNeuXaO6uhp/f3/RSGzatImMjAzOnj1LcHAwW7ZsET42Ut7m48ePl3ShL1++pL29neXLl9PS0sJ3331Hf38/fn5+WFlZkZ2dzYkTJ6isrKS0tFQsRaWDTIJMEhISBDUxOjqazMxMrezLwMBA0cz09vaSnZ2NqakpmzZt4uXLl8zNzQnapEajYXh4eAmxQLKgBoTwxt7ensnJSVJTU6msrMTe3h5vb2+Ki4s5dOgQd+/eJTk5WUB1LS0tyOVyPvnkE65cucL169dFYyM1ahEREYKu+5Of/ARDQ0M0Gg0vXrxAoVDw8ccfC3Mx6fqqrq7GwMAAT09PBgYGaG5u5s2bNzQ3N2s1hlLp6ekJ5k5ZWRlubm6Ym5sTGxtLY2Mjd+/eZWJiAm9vb2QyGfHx8ZSWlopr5+HDh1hZWbFz506CgoKoqqrizp07ODo6IpfLKSgoEO/ljxVB90Mc6B2A06JfL/+33/tRS6FQ0NbWRmFhIXp6epiYmDA8PMy7777L+Pg4PT09S0ZUb29vYbealpbG8PAwJ0+eJD8/H41GQ3x8PJWVlVRXV//oAgCpJCMqKc/w/PnzImmmra2Nr776SmuJJZPJ2LZtG7a2ttja2vL1119jbW0tLGql1HJY6FAWZ2X6+/vj4OBARkYGXl5eHDlyBPiL859Go8HExITu7m6ysrIICgoSB3V9fT2pqal4enoSHx/P0NCQSF2XOjoLCwutiUGlUnHx4kUCAgKIi4tDqVTi6OjIixcvmJmZoba2loKCAiIjI+ns7BSh3s7OziIQY3x8nH/5l39Bo9GgVCqJiIggICCAzMxMBgcHkcvltLa2sm3bNiH/TktLExRHKVCht7eXr7/+mpmZGXR0dPjoo48ARJSZh4eHMG2TKG9FRUU4ODhw6NAhvvnmG65duyagr1evXmFtbS06SQsLC3JzczE1NaW9vZ1t27YREBCAl5cXz58/Jycnh5qaGlQqFT09PZw7d4729nbB6rl06ZKAKiRYYXBwkNraWszNzTl69KiAg2Cha96+fTubNm2iuLiYvLy8JY6C9+/ff6t1slR3794VQdIPHjxApVLxzjvvIJfLxdQ4Pz9PS0uLiGpbbHcLCyHitbW17NixQxz2Q0ND/PnPf2Z6epqNGzeydu1a0ahIDKRLly5x4cIF3n33XVpaWnB2dsbY2Jjjx4+TnJzMzZs32bdvn/h+fn5++Pv7c/78eW7dusWxY8coKiqitbWVhIQElEolUVFRuLq6apmVqVQq/vSnPwlMXKlU4u7uLtTh0gNNciBd3EEbGxtTUVGBnp4e/v7+4jypra3lwoULbw2V8ff3x93dHX19fQH39fb2ijzfI0eOiOnpx6gf4kC/B/xCJpNdY2EZOvJj4efwlziyixcvMjExgaurK7t27WJoaEi4rQUEBCzpRmUyGU1NTfj6+mqlqre1tZGZmYmXlxfh4eHMz8+TkZHB4OCgiMf6MSs/P5/R0VHMzc3Jzc3VumH6+vpwdHTE09NTdKYmJiYEBQUJafjQ0BABAQH4+vri6+vLyMgIf/jDH7S+h5eXF7t27RKe8OPj4+Tm5jIxMcHQ0BDFxcVERUUJy8/m5maB0xcWFlJZWcmVK1dYtmwZBw4cENOPtbW1ONDn5ua4desWarWajz76iJs3b4qF78uXL4Voxd7eHo1GQ0VFBenp6Tg5ObFlyxb++Mc/ClXi94OcNRoNy5YtE4nr4+PjtLS0sH79egICAjhz5gy3bt0iKSlJjL+JiYmkpaXx6NEjEbYhl8tZvXo1r169YmRkBKVSyZ07d9DT02PXrl2Ulpby9OlThoeHuXfvHnNzc+zbtw8zMzMOHz7MuXPnuHnzJmvWrKGnp4ddu3aJ5XlERARpaWncunULhUKhJVqTKHqLJ0kJ8ggMDEStVjM0NERISAgRERFaalWlUsmhQ4fEZLD4M9RoNPT19TE8PLzEv9zBwUFYAkj/jY+Pa+1DysrKxPdSqVS4urri5OTE5OSkmGSlwAxTU1O2b9/O4OCg8Dny9/cnIiKC+/fva8XZZWVlYW9vT1JSklgwSxOHNKUdP36cS5cu8cUXX6BSqQQsolAoSExM5MqVK3z77bfCrM7e3h59fX127NjB/fv3SUlJob6+HicnJ6ysrET2QXd3t5aTJyxMolLmrgTzqFQqUlNThZgtKChIXO+S5kDyov9+SYZboaGhuLi4cOPGDfT09HBxceH58+eCOy99VtevX8fQ0JCkpKT/kvX2/5f6z9AWrwIxgLVMJmsH/h9AH0Cj0XwJpLJAWWxggbZ48sd6sfAX0dDExIQw0JfJZKKj6O/vF8ku7u7uWFpaUlJSwsmTJ7l37x7Xr18nICBAXGhSrFlCQgIymQxfX18yMjKoqqoS3cuPWRI80NraSmdnp5bMfevWrURGRnLlyhWMjY05ePAg58+f59mzZ2zdulV4cUv/RqVSaW3XYYEdUldXx2effUZQUBCRkZEEBwfz6tUrIdhRKpVs2LBBeE3Dgu1BVlaWVgDu+vXrRdcBCxPPq1evmJqaIjs7WyxZbW1tCQ0NJT09nT179hAcHMzDhw/JyMgQlgRS7qi1tTUXLlwQHVR+fj7Ozs5C2LR8+XLMzMyoqanh9OnTWrxtKW1m165dpKSk8PjxY9rb27G1tRW//9lnnwnf+BMnTgjb4KamJqanp2lra2PPnj2YmpoSGBjI06dPOX36NFNTU+zatUvAdo6OjuzatYs7d+4ISMnJyUl42kjRaNLPcfv2bXp6epYcLovL1dUVmUwmJjB7e/slbJixsTFOnz6NQqHAwcFBy4lROoz09PTw8vISS1lYOHTWrVunJVBKTU3FyMiIvXv3kpyczOrVqxkfHxddf3NzM7/97W+1vn9PT48IY1Gr1Xz22WcEBASgUqno7+/HycmJDz/8kEePHmlRUx0dHRkaGsLU1JT5+XmGhoYICwsT/1+anqRG5cmTJ9TX14vwDAnKkVg6d+7c0RIySYrLtrY2YQKnUCiEAG6xydjk5CR+fn5adhh1dXXMzs6SkJDAzZs3KS8vx8PDQ4vuHB0dTWBgILOzs5SVlYkHGSzAMxEREcK9dfny5ezbt4/h4WEh3lpsRPbee+9pxef9WPWfYbkc+Q/+XAP8/Ad7Rf9BLeZ85uXl0d7eTkhICP7+/ujr64vMRWlUlhSFhoaG/OQnP+HFixc8f/5cONrNzc2xd+9e8WGbm5sLO80f+0D/vntgZGQkmzZtYnp6mn/9139FrVaLBPUNGzbg4uJCaGgoeXl5BAUFiYvP1taWsbExrly5Qk9Pj1jC/fnPfxaimdzcXMrLyykuLhaB0RIc4+vry8OHD7UCJaRIucV18+ZNlEqlmAa8vLx4+fIl9+/fp7q6mrCwMNFp+fv7k56ezldffcWePXtwdnamt7d3CR2stLRUJP7AgkgqNDSUy5cvo1QqOXHiBLq6uiKoYfFIfPHiRaH409PTE4eZtbU133333RI3wba2NlauXImxsTGFhYX09vbi7e1NUFCQCBIBhKq2urqakpISVCoV09PTS/BjSe36tqqpqcHX15fg4GABj1VXV/P48WM2bdokcj/fffddcaD39/fz6NEjgbNv3rwZLy8vOjo6aG9vp6OjQ3C5YcGXZc+ePfj4+GBgYCDem4SEBO7du8e9e/c4cOAAMplMcMu3b9+Oh4cHrq6u1NTU8Mknn/BP//RPwIIoa3p6eomUXqPRoKenR1ZWFmq1mujoaLFwljD2xVCbjY0NpaWlSxaAmZmZPHv27K2Oi4BY+r4t4q62tlZ014tJELa2tmzcuBF7e3tMTU0FdFhVVYW9vT3BwcHcunWLs2fPkpiYKPjflZWVKJVKXF1d8ff3p7S0lOzsbMrLy4mJiaGkpISenh42btxIX1+foImOjY3h6elJa2srX331FQkJCRgYGAhEYHZ2ltHR0SVQV3t7+//Igf4357ZoYmJCVVUVSUlJ2Nra0tHRQWlpqTD+Hx8fx9TUVHRjs7OzlJSUsGLFCmxsbLQ8MR2lUd4AACAASURBVKSSy+WC8yqTyZiamqK8vJyVK1cuYXv8kNXT00NRURHbt28XIdASVay2thaVSsXAwADd3d3s378fuVyOk5MTpaWltLa2ipT7VatWcenSJUZHR3nnnXfw9/fHyMiImpoaBgcHWbduHd7e3oSFhWFgYEB1dbXWiN7f38/IyAhmZmbiMPv1r3/N5s2bef36tfi92NhYsSwsKSmhrq6OmZkZ8WAxNzcnLy+PJ0+eaBlj1dTUCBhFMvGSysLCgjVr1rB//34aGhpobGzE1dWVzMxM1q5di4uLCzU1NTx69Iiqqip0dXXFg9Df35/R0VEaGxu1fp7JyUkRKGxoaCgO6jdv3pCXl4dKpWJsbIz5+XkR5pGRkSHog1IpFAoMDAwwNTXF1tZ2yUJ3165dBAUFERQUhJ2d3RKoSEdHBy8vL/z8/ESup5ubGzt37sTNzU2Eg0xMTDA8PExTUxNOTk6cPHlSuIeuXr1aLBWVSuUSa93h4WFsbGywsLCgqKiIoaEhca3k5eUhl8txdHTkxo0bGBoasnv3bnR0dDA1NaWgoABjY2MaGxsFfPX48WOmp6dZu3atuEcaGhoYHh6mtLQUX19fVq9ezcjIiAhAefr0KZWVlaxZs4a2tjY2bNjAwYMHcXd3F0tPqYKDgwkPD2f9+vXCCtvKyoqpqSn8/f3Zv38/q1atwszMTOtndXR05Cc/+Qnh4eEEBASIbnlqaoqgoCAcHBwE/NXX18eLFy+IjIwkKCgIV1dXiouLRaygnp4eDx48IDg4GE9PTwwNDSkqKqK5uRlvb2927NjB0NCQEC0mJyej0Wj44IMPyM/Px8fHh127dtHc3Exubi7j4+PiPpXICyEhIVhZWdHb24uzszP5+fno6+vj5OREdnY2y5cv/1HcFv/mDvS+vj6qqqpYs2YN3t7eODo6MjAwoDXaqlQqent7mZqawszMjOLiYszMzOjq6hLY2+Lq7e0VC5GBgQHMzMxoaGjAzMzsR8W88vPzaWtrIyEhgYCAABQKBfn5+dTV1aFUKmlsbKSvrw9/f3+Cg4OBBQ62iYmJsPuFv4yfx48fF+ZIgAgkWLVqlfBI7+rqor29XesANDc358MPP2T9+vVMTU3R3d3NmjVr6OjoIDc3V6grnZyc2LlzJ+Hh4YyMjCzxRJmZmcHIyAgHB4clasSQkBBOnjzJmjVraGlpQaFQsGHDBrq6ugT91NjYmN7eXkF/tLOz48GDBxQXF6PRaFi3bh179+6lvr4eFxcX9u/fT2hoKCtWrNBSKcJClxobG4ulpSVlZWW8++67rFmzRkSUSaVWq7GxsSEgIAA3NzctyGPNmjXs2LEDf39/EUfW3NxMeHg4HR0dYmKysrLi2bNnIl9UrVazfft22traKCoqory8nMePHzM7O0tYWBhTU1MisUo6LGGBYXT06FHkcrlQs4aHhwMLh+qNGzewt7dnxYoVDAwMsHv3burr68nPz6ejo0N4s4eEhLB8+XJ6e3vJz88XDI/du3cL3rq5uTkNDQ3iIWZnZ0d6ejoqlUrYLUg2r/b29hQXFzM/P8+KFStwdnZmbm6OsrIyhoaGKC8vJyoqiri4OCorK4VHvrm5uRAa2djYMDU1ha6uLhs3bsTS0pKnT58yMDDAxx9/jEqlEja3ko5COugVCoUwcHNxcaG7u5uysjIOHjzI4OAg+fn5ODk5CZO50tJSmpqa2LFjBwYGBpiZmeHl5cXr168pKipiZGSErq4uQkJCqK2t5cWLF1o+TrOzs5iamoql/cTEBO+88w7W1tY8f/6ctrY28b0WX+cDAwNER0dz4MABAgICqK6uRq1W88EHHzA0NERubi7T09N0dHTg5OT0v/a5gBht0tLSGBwcZGRkBB0dHa3FYUREBA0NDVr0NWkh5ebmxo4dO/D09OTWrVu0trbyy1/+koaGBqqrq0X3CQuQRFBQ0BIr2h+iRkZGhHQ8Ly8PMzMzbGxsiIuLIzMzUxw6MzMzgo42NzeHSqXC0dFRy3hqenqad955B4VCwfj4uNiw+/n58eTJEzIzMzEwMKCsrIzZ2VmhTKyrq2PVqlWUlZXx+eefExcXJxKVysvLaW1txdDQkPXr19PV1UVWVhZTU1NUV1cv8Wvft2+fgFskmbSxsTETExN4enpSWlrK0NAQBw8eFCrAsLAwQkNDRee82GpVel9WrFjBtm3b8PLy0uJZGxgYoNFoyM/PJyMjA1NTU2ZnZwXbRspQlZaJEjTw/YeQv78/8fHxyGQybt68iYGBAb/61a+4f/++8A3x8/Ojv79f2ABs27aNwcFBnj9/TkhICK2trTQ3N7N9+3YsLCxITk5GX1+fjz76iLq6OsHYAbRog98vIyMjJiYmMDc3x97eXrBiOjo6uHbtGjY2NiQmJtLU1ERZWRnW1tb84he/ID8/X7hvNjc3c+rUKQwMDAT8IHW6w8PDVFVVCcO0qKgoQYEtKCjA0tKSo0ePir2BhYUFg4ODxMbGCml+Xl6eYP/AAhTi5eUlRDKSIndychJ9fX0yMjKws7Pjww8/pLa2lm+//Zbz58+TkJBAeXk5oaGhGBoaEh8fT09Pj3g9xsbGHDlyhFOnThESEsLo6CjPnj0TbCRY2DkkJiZy/vx5rl69yvHjx4XS1s7OTiuQ2dbWlnfffZc//elPQsIv8eMXx/PJ5XItd00JHkpJSdHyJUpLS1uiV9HT0xNsHUBMiXp6euzbtw9jY2OxZ3ib/cIPUX9zB7q09Hvz5g0eHh7CF93Q0JDf/OY3BAQEEB8fDyzgVt98843Wv4+IiBBUM29vb6qqqujr68PPzw8/Pz9mZmb4+uuvBW/5888//29lib6tmpubtZJM3pY3ubiuX7/O9PT0W42ApFp8aHy/pBt65cqVREZGYmtrS0ZGBrq6uuzcuZPIyEgePHjAvXv3cHV1RaFQ8Pz5c6anp4mMjKSlpUU8LPPz8/Hw8GD79u28ePGCkZEREToSGBhIR0cHDx48wM3NjejoaC5cuCDG5Pv373PmzBnm5uZQKpVoNBq6u7vp6OhYgk9LJZPJRHiE1BWpVCo0Gg03btygpqYGLy8vEhISuHTpEkqlkoMHD5KSkkJ6erqYsCorK6moqEBfX19kq4aEhJCfn8/4+DjR0dFiEW5oaMjevXsZHx8nJSUFY2NjkakqXVtxcXF88cUXPH78mObmZmxsbAgNDUUmkwnf8ICAAIyNjYWyFRa46dLY39jYqGWDLMUghoaGigdRbm4uL168wMrKiuPHj2NoaCimsJaWFuEVs7ikzMvvO2wujgF8W+3Zs0dLu2FtbU1/fz+pqanI5XJ+/vOfi0N3MWRpYWHBxMSE2K9kZ2dTU1MjPre9e/eio6ODr68vx44d4/LlyyIJaWxsTNhJLA7W2LFjh3hIS+yWlpYWbt++jYeHh1Dy6urqkpSUxLlz50hOTubw4cO0trYKnvfw8DD19fU0NDQsgcS2bNlCcHAwRkZG/MM//APR0dFs3LiR4eFh7t+/L/YVEh99MST3ySefoK+vz+eff46FhQV79uzh1q1bXL58mU2bNrF27VoGBgaELcPs7KyWAv1tMY0/RP3NHeiS5BYWME5pGSotraSlR3t7u6ATSfCCjY2NSBCPj4/H09MTmUxGbW0tjo6OzMzMiLgqqXR1dfnmm2+Iiopi/fr1/y0VqWT6X1BQgIWFBcbGxnR3d/PrX/+a6elpcQM0NTVpGQGNjo6yevVqjI2NUSgUtLS0LLG+jYyMZNmyZczMzKBWq0XA8eKytLQUi5nh4WHMzc2RyWTY2Nhw4sQJiouLyczM1MK4c3NzycnJ0ZoIjh07Rl1dHR0dHezYsYP+/n4KCwvp7+/n+vXrmJiYcODAAfEAkkZwS0tL8YAdHx/nd7/7nRB4LFu2THT0sGBRK5fLqaurEy6ANjY2eHp6olKpKCsrQ0dHh7i4OCIjI5HJZIyOjuLo6Ii+vj4HDx7k4cOHYjFXVFQk7IlLS0upqalh586d2NjYkJmZKeh7lpaWIndy5cqVtLW1cf78eQABu0i+6VZWVgLqOXz4sJggwsLCyMjIoLy8nIcPH2JiYiJChl+/fi3grKdPn+Lg4ICDgwPFxcV8/PHHvHz5koKCAvGAf/bsGdbW1iQlJYlJ0cTEBEtLS1pbW3FyciI5ORlTU1P27NnD9evXkcvlHD16lIcPH9LR0YGHh4cIgNi5cyeTk5N0d3cvkdGfPXsWGxsbsfSWckr7+/txd3cnMzOTmpoaZmdntbzr8/LyKCgoICAggMjISMzNzcnJyRGUWkkgJYl6Fi8Ma2pqsLKywtzcXBjEwYI4SnpQ6enpYWhoSEJCAsnJyfT19WFubi6W9iYmJuJQlwJf3rx5w5///Get/U5wcLBW5u3o6CgmJiZi2pRohmq1WouueODAAbq6uigpKRH6hrGxMXJyclCr1ezZswcbGxvef/99Hjx4wJMnT6isrGRmZobJyUnu3btHVVUVKpVKvG//G0H3b6VWq6mqqiIoKIiKigoaGhrw9PRkfHycwsJCVq1aRVtbm+ADJyYmCh/lX/3qVygUCsrKysjLy0NXV5eZmRl6e3vx9fUV0XVxcXHMz8+jVCo5efIkb968obKykhcvXhAWFrYkmPY/U0NDQ/z+97+no6MDR0dH3n//fczNzSktLcXZ2RkHBwfMzMyYnp4WC8XFF76+vj6xsbHMzc2RlZWFlZWV4MKqVCqamprw8fEhODiYxsZGkTijr6+Pnp4eHh4e5Ofn09DQICLbzMzMRCrTyMgI4+PjzMzMLAmHiIuL4+DBg+jp6dHc3ExgYCCpqano6+uze/dujI2NhanR7Owse/bsYW5ujp6eHqqrq6mrq6OhoWHJJGJvb09MTIyAwPLz87G2tmZiYoKVK1cSHR1NeHg4gYGBmJqa8vr1ay3mip6enuC1y+VysrKyWLFiBTMzMxQWFvLmzRstbNTX1xcnJydBEV23bh3Dw8NaPu21tbUiREQ62KUaGBjg9evXVFRUiBg0qSTVZl1dHVNTU/T19YnD79ChQ9jY2GBtbS2cLLOysoS5lvTvg4ODCQsLw8XFRYtxNDk5SXNzM21tbcIGur+/n4aGBioqKgQbaNmyZSJyLS8vj9bWVqKioti7dy9KpVLsJpYvX86jR48ERGVgYMAvfvELEdJRXl5OYWGh1ns9NDTE2NgYQUFBxMfHExsby/Pnz9mwYQO7d+8W0I4UAzc5OSmyax89ekRxcTEtLS0YGRkhl8vF9BASEkJSUhJBQUFiWouLi6OkpESEvXt6euLk5ISlpSWdnZ3iPRgeHqawsJBXr16Rl5enBQOOjY1hY2NDZGQk8fHxbNy4ES8vL/Ly8jA2NsbHx4fCwkK8vb1Rq9UUFRWxatUqjIyMhGXwjh07qKmpwdbWVnDWk5KSyMvLo7u7m+bmZrZs2YKPjw8ajYbJyUmMjY1paWkRTLyenh66u7sJCAhg69atxMfH/28E3dtq7dq1+Pv78+2333L69Gkh5MjOzqanpwd3d3f27duHkZERXV1daDQaJiYmRE5oZmamFhPjd7/7Hfr6+hw+fBgfHx9ev34t7C8Xmxx9+eWX7NmzR6Qe/WeqsrJS8K5hIcYsOzubNWvWoK+vT11dHZ6enlRUVHD37l3Mzc3Zu3cvX3/9NfHx8RgZGXHv3j0+/fRTACHwOXXqFLa2tmzatImbN29y+/Ztbt++DSywCbZt2yZcBA8ePEhVVRWpqal88cUX4rV8++23tLa2Cjrh2yaQx48f093dja+vr1hYDQ0NsWfPHvr7+7UWifPz82+Ff/T19QkPD6esrEwchE5OTiIC7/LlyxgYGHDkyBE+++wzAcEMDAxQVFSkdcBJJZPJyM7O1kqvkXYl0gJt2bJlAnLKz8+noKBAPCg/++yzJX7tVlZW7N27V3h8t7S0CKhi7dq1+Pr6Mj8/L/B7aSEdEhIiwpC/7w0kdY0SY0oKWFm3bh1qtVrAeU1NTVRWVooJdHEZGBiIB/Ximp2dZXBwkK+++krLIVR6/xoaGmhtbRVNiLSAtrCwEMZ0tbW1mJmZERERQUREBBMTEzx79kyLdrg4kB0Q05pkH7tt2zY2btxIVlaWFl9bpVKxatUq3NzccHFxwdDQkOvXr6NWqwkODubly5esWLECb29vSkpK8PPzE6EYksCntbWViYkJ6uvrtabn5uZm4Xfj4ODA5OSk1kN4eHgYY2NjrKysBLWys7OTuLg4QkJCxP0g0ZOl1zY2NsaJEyewtbXlzp073LlzB11dXRITEwUuL2Hgg4ODnDt3jt7e3r8KG8JCIzozM/PvQqs/RP3NHuiwoID84IMPuHr1qriRe3p6BK1IsqqUYBjpA5ZsUtva2rQOa1tbW6EiU6lUdHZ20tTUhJmZGT/72c+QyWRcv36d5ORkYOEJ7uTkxF+rpqYmsQRzdHRk2bJlFBUVCfc6KVi2vr6e7Oxsnjx5gouLC4cPHxYwka6urojhkg6Wbdu2CYGPrq4uRkZGbN68WWtfEBcXh4GBAfPz8wIi8Pf3x9raWghtYOGGd3d3x9nZGWdnZ8zNzfnTn/4kDt1NmzYxPj5OaWmpOIikpdSjR4+WHIgbNmxAqVRiYGAgRGAmJia8++67dHZ2kpOTw+rVq0V+ZFRUFM+ePaO3t5djx46Jz+rJkyc0NjbS0tKCjo4O3t7ewn43ICBAhH4fOnSItrY28ZnAgvHbsWPHkMvlDA8P8/r1a3bv3o2rqyvp6enipp+YmCAxMZG+vj7S09MJCwujsLCQ+vp6YmJigIUDUFdXF6VSSXV1NRs3bhTUyXv37mFsbMzk5CSGhobExcUBCzCV9FktW7aM8PBwxsfHGR0d1TokpXg76SEqQSBBQUG4u7tz+/ZtIbByc3MjKSmJyclJ+vr6BAwECxivhH1LIclSmZubMzc3t4T7vX79euzt7cX1sbhqa2uXUDilmMFt27ZhZGQk4DTpQTE/P09ZWdkStpGOjg5BQUECP56YmKCuro6IiAg2bdpEa2srDx48oKuri+npaSIiIhgaGtKyma2pqUFHR2eJoV9CQgJubm7i14utD3x9fRkaGiIlJYW8vDy2bt1KXV0dMpmMwMBADA0N2bJlC/fu3RMBOVlZWUIc5+joqIXpz83NkZycvIQM8Pr1a2xtbfH39xeaiKamJtFkREdHo1arKS8vp7q6GhMTk//r3Rb/fy0bGxvi4+O1pMeSDelijxdYSF+RNv+A2EZLJbEJFpckdEhOTmZ6elrrxvi+i9y/Vxs3bkQmk1FUVER4eDhRUVF89913zM/PMzIywpMnTwgMDGT37t3o6emJQ1NPT0/LUQ4WVHP79u0Tf97Q0KDlXwEL/tkHDhwQN+zc3By5ublL0shtbW1FoC4suC9OTk7y3nvvcePGDTo7Ozl8+DBRUVF88803Wge4sbExGzduFAZX9+/fJygoCEtLSxHm4OzsTFtbmwjTkEKapRi5b775hqGhIZYvX05nZ6fW1NTS0kJ0dDSrV6/GxMSElJQU9PX12bp1K05OTjx8+JCGhgb8/f3x8fERPOKysjKSk5PZt2+fOHDUajXz8/Na3bOBgQFKpVKoZbdv387s7CxZWVlYWFgQGBhIdXU1Pj4+BAUFcfXqVZF/2dDQwMDAAPv27aOuro7i4mI2bNjA1NQUT548wdPTE319fRoaGvD19UWhUCxRGh47doyBgQEqKioEV3vv3r0EBQUJeGTfvn08efKEJ0+eYGNjg4+PD87Ozpiamoocy4GBAaF2lVJx1qxZw8uXL7Gzs2Pz5s3Cw9zV1ZXJyUkePnyIg4MD8/PzouuenZ0lNTVV6DbWrl3LpUuX2L9/PwMDAzx//pw3b96wa9cuoU7W19ens7NTHMru7u5aVgE3b97k7NmzxMXFER4ezuvXr5mfnyc4OFgEo3z22WdCFHb79u23qmv//u//nvn5ef7whz8IYc/Lly/Fgd7V1SU8mMrLy5mbm+PDDz+krKyMJ0+eCDUpLDR2Ojo6hISEUFRUJN77N2/eCD2B5L0ilbu7O0qlcknIha+vL9u2bRPX2cjICLm5uULRLN0jUiTdX0va+qHqb/5ALykp0TpYQ0NDcXV1ZWxsjLGxMcbHx8WBDgudiYODA/b29nR3d3P16lW8vLyE14izszPPnz/XghEcHR1RKBQYGhqiUCjo7e0Vo/a6deu0lI6SVeni8UsmkwnlI8Dly5cJDg5e4vimVqvp6uoS4idYoD6lp6djaGjIRx99xNjYmEi7h4UOoampCRsbG2JiYrh+/bq4qM+fPy/ghS+++IKBgQG8vLzYunUrX375JYaGhrS3t3PhwgWOHTuGrq4ur169wtvbGycnJyHgOHv2rIjqWlwDAwPMzMygVCoFK6O7u1vAJFFRUSxfvpzW1la+++47urq6OHDgAAYGBsKLRLp5Jd+MxVQz+EsakLOzMxUVFaxduxYTExPCwsIoKSkhPT0dNzc3GhsbCQ4OZseOHaxYsYLvvvuOL7/8UiRPtbe3k52djUaj4cMPP0ShUHD27FkuX74sqJUymYydO3cyMjLCvXv3GBwcZGJiAj8/Pzw9PXF2dhamZbm5uSiVSvz8/LC0tOT169eUlJTQ0NAgEq+kwJX8/Hy8vb159OgRXl5eREdH8/XXXwueubTgliAkX19fent7kcvlmJmZsWvXLgYGBkhJSeH9999HrVYzOjrKnj17sLW15fz581y5coWwsDAqKiqIiYlhw4YNTExMiEDvvr4+AgMD2bNnDxMTE5w5c0ZYMkv2vzdv3qSrq0v46Es4sEajYcOGDXh7e3Pnzh2uXbsm+OxPnz5ldHQUY2Nj9u/fj7u7O7/97W9ZtWoVjo6O/PSnP+XOnTukpaXR2tpKd3c3FhYWQqj0fauDoaEhVq9eTXh4uHCWfPr0KRMTE8KvPCYmhtraWgEFLlu2jGfPnqFQKIiMjBR/d35+npCQEPz8/Pjnf/5n8T2kSVahUCxxX+3p6WF4eBgPDw9xj8OCbW9jYyOlpaWCteTr60tpaSltbW0cOHAAOzs7Hj58iEaj4eDBg5w6dUp09Lq6usKPZnZ29r8E2f5X6m9uKSoJi0JDQ3n58iWPHz/Gzc2NDz74QHRaMTExODk54e7ujouLizDwVyqVHDlyBGtra2QyGVeuXMHU1JR3331XPOFjY2MZGxujpaUFAwMDdHR0hJhG+np9fX00Nzejq6vL3NwccXFx2Nra0t/fT2ZmJlNTU6xZs0YYLSUlJeHi4kJDQ4OAUkZGRnB3dxeS6XXr1lFdXU1BQQFv3rxhbm5OLMIMDQ05ceIEpqamyOVyFAqF4GwPDg7i5uZGYmIiJiYm5OTk4Ovry44dO+jr6xMLTrlczv79+0VEmuQwuGnTJgoLC6mqqqKnp4fOzk5WrlxJVVWV4MyOjo4KW117e3vq6up47733GBkZIT8/n5aWFnx9fSkqKhJeKWZmZiLDU1LAymQyTExMePjw4ZJJ4dChQ2zfvh03Nzcx7kv+JMXFxQLucXJyEpOXg4MDubm51NfXMzY2RkxMDFZWVtjZ2eHn58ebN28EHt3b28vMzAwbNmxgbm6Ovr4+9PT0aG1tRaPRMDAwgEwmo6urCzMzM5qamkTntmPHDuRyuVhqDg0NUVdXJxLtTU1NaWpqori4mKGhIeLi4nB3d8fExITOzk4qKirEuJ+YmIiVlRVNTU0Cznvx4gVbt24lKipKmKb19/ejUCgIDQ1FV1cXT09PYaYlKRN3796NmZkZ+vr6lJeXC2qpnp4ehYWF9PT0oFKpBHzm4ODA8PAwc3NzuLq6UlZWJiLtysrKmJqa4uDBgyKxa2ZmhtzcXDw9PbG3t8fExISVK1eiUqnE9ScdiDt37sTFxYU3b96IeMT5+Xn6+/sxNjamoaFBiP0kWKirqwsrKytWrFghJicdHR06OjoYGBgQ1rf5+fmC2SSZ6Nna2lJQUMDU1BSmpqZkZmayfv163N3dmZ+fp7y8XNAN6+rqxOFsZGTEgQMHcHBwQKlUasEqtra27Nu3j+3btzM3N0dNTQ0uLi6MjIywbNky7t69i52dHXv27KGsrIzY2FhWrVollsHPnj1jYGBAWDZIYjkfHx8B2YyPjzM3N4evr+//LkUX15UrVxgbGyMiIoK4uDghLqqpqWFubk6MkU+ePEGlUhEVFUVOTg7d3d3Y29uTlZXFyMgIJ0+eRFdXl5iYGM6cOUNOTo6QCO/du5fz58+TnJxMUlKSWF41NzezbNkyIiIiuHv3Ls+fPxeMjmXLlnH06FHs7e3FYToyMoKPjw85OTliu//Tn/5UdPoJCQmEhISwfv16SkpKePTokRbPd2xsjC+//PKv8tAlRZxkYTAyMoJCocDR0VHgxZaWloITCwgaooeHB8ePH+fs2bOiI3v06NESm9TOzk5GRkbE5GFra8vRo0cpLS0lPT2d06dPMz8/L6CCzZs3U1VVpSWg0Gg0FBcX4+bmJm5smUwmBBlGRkaCPmhqakpvby+//OUvqa2tFfjoq1evePXqFTo6OmIqkB6Kvb29vHnzhtHRUUZGRrQmM6kWi0a+X9/3MJHq008/xdraWkxi0uEghZSPjIxoMUIkSb++vj49PT3CF97T05POzk7Mzc0JDQ3lzp073LhxA1tbW8LDw9HR0WHt2rViH7Ry5UrxNY2Njdm+fTs3btwQP9f169fp7Oxccl2Mj4+jUCiwsLDQ2hHV1tYugQykmp6e5siRI1o5ANI1IE1mg4OD5OXlvfVrpKSkaP36r4VLS+Xp6cnBgwfR19dnbm6O4uJiYmJiCA0Npbi4mKKiIq5fvy7MvaTvKS0wFQoFq1atIi8vj66uLgwNDYUAz83NDR0dHRobGzE2Nhae5Pb29pSWlrJixQo8PT2FBkDyhzI0NMTNzU3sq5ycnNi6dSunT5/m1q1bGBkZcejQIfG+JuNq6QAAIABJREFUDA4OEhwczNq1a7U4/qtWrQIQ3i+wICjr6OgQGokfq/7mDnQJYx0bG2PXrl3izYMFnrDkc+Lm5iZyKyMiIli7di05OTnU1taio6NDTk4OK1euFIsWBwcHvL29xdffuHEjJiYmHD9+nHPnznH58mVOnDiBpaUl7e3thIWFERQUxN27d8VBsHz5cg4fPiz4rBYWFujo6NDd3U1JSQmDg4MkJCRw9+5dSkpKaGxsxNzcXFioVldXU19fv8QK1dvbG3NzcxQKBQqFgp6eHq2b6vTp0+zYsYPAwEDBc21oaBAsAVjABxeH4y7mlX/fJjgxMRGFQiF82WHhQFm8p5C4zHp6egQFBYloLqneliJ05MgR3NzcaG1tpb6+nlWrVhEVFcXnn3/Oq1eviI2NFVBDXFwct27dor6+Xotz7+XlRWhoKG1tbUvMtx49eoSurq6wi3VyctJSnyYlJYkHX2dnJ3fv3kUulzM9PY2ZmRm//OUvmZ2dRaVScfr0aQGJBQcHMzk5uUSY8uTJE+GLsrik3cz09LQWDvvX0pB6e3u5cOGCSCWSqqSkRAR9LKZISqVSqQgKCsLY2Fhct8bGxpw8eRK5XE5GRgYtLS0EBwdTWlpKTEwMAQEBDAwM0N/fT1FRkZZy9urVqxgZGeHi4oKLi4t4gDU0NNDU1CTunYCAACoqKsQuKiEhQWTVLj7YEhISMDc3x8zMjLS0NPFZ2NvbU19fz9WrVwX2r1AomJiYwMTEhOjoaNatW0ddXZ2W8AoWDkZjY2OMjIxEAEd/fz8rV64URAEDAwOWL19OZWUlVVVV6Ovrc+jQIbq7uyksLBQ6j+rqalavXk18fDwlJSU8ePBA0FXVajU7d+7UwvMVCgUvX74UzWJ6ejoZGRlLmCvnzp3jnXfeQalUMjg4KJhLERER2Nra/u9SdHEtdnWrra3F1tZWqAGldPW6ujpcXV1JS0vDyMiImJgYFAoFTk5O1NbW0tjYiKGhIbGxsQBiBDczMxNfe3Jyko6ODiEZlkQLmzZtYnZ2FrlcvkSF2t7ezu9+9ztsbW1xdnbGxcUFPT09AV0cOHAAf39/qqqqBOQg4ZKLBRvSQsXNzY2Wlhbm5+fFFDI8PMzz58+xtrZmZGQER0dHZmdnhUeNgYEBb968oampCTs7O+zs7GhoaBAUxosXL3Ls2DGBH6pUKpKTk4UAy9vbG3d3d65duyYyITMyMti9ezdVVVWCEfDHP/7x3/2cfH19BQSSmppKdXU1np6eTExMcPv2bbHM1tfXJyAggIKCAtauXUtPTw92dnb4+vpiamrKw4cPGR0dJSoqClhgkEgj7cTEBKdPnxaUSym7VCaTMTs7y6VLl0Q35eDgIBZoBQUFPHz4EGtra44cOUJbWxu3b98WjcCLFy+YmJggNjaWzMxMLCwsSEhIQKVS8X/+z/8RHXFiYqLoBjMyMsRiz97entjYWEZHR/nqq6/EYfx3f/d3DA8PMzw8TGVlpZieTE1N0dHRQa1WL3mYW1hY4OTkJEzpFl//77//Prq6uty7dw9dXV3279/PjRs3ePXqFcHBweTn5xMcHMzu3buZnJwkIyMDJycnwel++vSp+FonTpxgYGBA2BgsfojW19cjl8uJjo4mLCwMjUYjXAmrqqp49uwZP//5z8Vrl9wQZTKZCGSvq6sTzcbx48eprq4mLS2NL7/8kl27dmk5KM7MzFBdXU1paamYGqWSdCPj4+Nae6qSkhLKysqwtLTEyspKa8Jdu3Yt/f394mEpNSYRERGsWbOGyclJMUEv7p4vXLig9SAdHBxkcnJSSx+ydu1aGhsbtZbto6OjnDlzBmNjY/r7+0Vz09PTo5Wt+mPU3xyGbmNjQ1VVFQEBATQ3NwuDK3Nzc6ysrGhvb6etrQ1jY2Nyc3PZunWr6MInJiaoqKhgdHRUmBdlZWWRlpZGQUGBVrfS2NhIcXExL168oKmpSRgESV1GS0sLGo2GnTt3YmpqSkdHB7Gxsbi6ujI1NUV9fb2gJUo1NDRERUWFloJzYGCAsbExAgMDiY+PZ9OmTeTm5opOS6lUkpuby9zcHE5OTly+fJmpqSmB+8/Pz4us1IKCAsbGxoRcOikpSRgzSbhhQUEBNTU1yGQyJiYmaGxspL29ncOHDyOXy4Xx1aNHj4QfdG5uLtbW1oSGhmr5o7/zzjtER0cTExMjRDxSt9Lf38/s7CwrVqxgdHT0/2XvPYOrvM/87885qkf1SEe99wYqoIoECAkZWRIC27IQGEMIdlyTbDY7szP/N8/MZnf2/yQ79sZrhzVgExsMpndJ9KbekYR67xLqOurtPC809y86KJtkd8PO+Jm9ZhhjOEhH577v63eVb6G+vp7Q0FCuXLnCyMgIBw4cEJWtNJuWyWQ0NTUJXPLS0pJILBkZGbi6ulJaWsro6Ci+vr589913jI2NcejQIfr6+mhtbSUsLAy5XM7169dpbGwUaKChoSHCwsLIzs7m8ePH+Pj4sH//fsG6LC4uFjLLN27cICQkhFdeeUUkuIiICK5evcrAwAB79uyhubmZiYkJgoKCkMlk3Lt3DysrK9zc3CgrK8PPz48bN24wPj5OeHg4PT09okJTKpU8efKExcVFlpeXCQ0N5Y033mDjxo0oFAoxdpJcpXx8fBgbG6O8vBx/f3+2b99OTU0NKpUKfX19bty4QVhYGJs2bWJwcJDKykr6+vpQq9VkZGRgaGiIp6cnVVVV1NfXExwcLBjRiYmJNDc3ExAQwPr164WloDRjl8LExIRNmzYJQ/Pm5mZSUlJwc3MTBUtvby/Dw8P84he/oKenR3ymjx8/Zv369Xh4eNDR0UF8fDwODg5iz1FUVCTIWGq1mmvXrgnoZVRUFObm5kLbKDQ0lPT0dDZv3oyzs7PYrUgjF5lMxvDwsFYi7urqoqqqiurqaq1cIonPFRQUCF1/KXR1dfH29iYiIkI88wqFgsOHD5OYmMjjx48JDw/HxsaGsrIyoqOjRff57rvv0tzcLFiq0gGwtLRETEwM7e3txMTE/K/aIvxhKZqWliYq7/r6ekpKSmhvb8fAwICuri7q6uoEE7GtrY2nT59qQeLGxsYYGhrC3NwcPz8/IiIixIMizQwlU+Dl5WV6enrWaBz7+PigUqnw9fWlvr5ekG1MTU0ZHh7Wml96e3tjYGDA0tKS1p+Hh4dz4MAB/Pz8MDc358mTJzQ0NPDmm2+iUqlwcHBgcnKSoqIicnJymJycZM+ePQKf3NnZyebNm3Fzc8PBwUHctCYmJmzbto2+vj5aWlqIjo7GxsZGKylKbLvXXnuNdevWsbi4SHV1NTU1NRgYGJCWloaxsTHPnj1jbm5OEDPi4uIEOiE0NJT79+/T0NBARkYGOjo6DA8PExERIWbJVlZWtLe3MzAwQFtbGykpKVpbfqmSKSsrY2lpiZCQEObm5rh586b4zBsaGhgbG2NhYYGOjg7hOiTJtFpbW1NUVIRcLqerq4uioiLi4uIIDw+nu7ubpqYmOjs7qa2tJSYmhtTUVC0sv4S6qKurw9zcnL179wqjhYqKCoaGhqipqSE+Pl4sKktLS3FwcEChUHDnzh02bNjA5s2bKSkpoaioiPHxcXbt2oWrqysVFRW4ubkJrfaOjg5+9KMfMTMzQ3NzM1FRUUxMTHDmzBlsbW3x9PSkubmZ6OhoGhoauHz5Mh4eHoJ1WltbS3d3t7DNS09Px8DAACsrK4qLixkbG8PExEQ4PC0sLGBlZSXMF0ZGRnj11VcFucfa2lpoxAwNDXH27FnkcjmLi4vY2tqyvLxMYWEhExMTNDQ0YGRkRGxsLEqlUpgs9/X14efnh4+PD/r6+tTW1opK+Z133qGlpYX+/n5h72hkZERISIhgf8IK/FAakSQlJeHm5kZubi7m5uY4OjpSWVkpxiuS6YWPjw/Pnz8Xh6K/v78oPBwcHMjIyCAoKAhra2utYioqKoqQkBC8vLyEDIcUP/vZz9i4caPwApWepWfPnuHv709RURFGRkYUFxfj7u7O7t27hbJkaGgoMTExWhaYaWlpQjY5Nzf3pcnn/uBGLqtDLpcTGBiIm5sbeXl5a/RN+vr6+PTTT8VrVSqVFq09IyNjzYcqJZShoSFqa2vF2OBFXRT4A01cCrVazT/+4z8CKwlV8tG8dOkSW7ZswdnZmZKSEjo6OvDz82N4eJjy8nK8vLzw8fFhaGiI3NxcAgMD8fDwQKPR0NfXt0aTXZptWllZMTMzw/T0NDMzM1rqkmNjY1RUVIh/Ozs7i76+Pq6ursTFxWnNOuvr6xkaGhJaIfPz82zbtk0QXtzd3SktLUUmkxEcHMzWrVvR0dERGuXLy8tERkbi6+srVB3t7e05dOgQly9fFjuG1tZWUX2/OBMOCwsTy8asrCytv5PJZFhZWVFdXS3GHVLn8+zZM9rb28XeQjq0ZTKZEBmTHu729nbkcjlTU1NC5E1ywZHm4/Pz8xgYGPDw4UOtxXBNTQ12dnZiKScdWLdv3xYJSrpmq5eUXl5e4uDo7+9naWmJp0+fsmXLFlxcXAS7sbGxkcLCQuES39vbKzxiHz16JBKT9J6io6O5du0aAwMDWFhYCKr/atTGxMTEnxRtkySblUqlSGb9/f2cOnUKmUzGoUOH+Pbbb3F2dmbHjh08fvxYy0ZPGsvNz89rOQnV1taumStLSqGrmchzc3M8evRojVDV7Ows58+fx9PTU3gexMbGEhgYSENDA48ePcLX15euri5SUlLw9PSktraWnJwckpOThfCcsbExy8vLgtRUVVWFrq4uBw8e5MKFC1RWVvL222+j0Wi09k2wIpi3c+dOsQNxdnbG19dXy/O3ubkZpVJJWloacrlcQDkHBwe1ij8dHR3s7OzWGMa8jPjBJXRJXnM1ff1PRVxcHG5ubgID+uWXXzIxMYFCoeDUqVNERESQkJCAnp4eGo2Gubk5TE1N2bFjB7/5zW8Eey8wMJCYmBiOHTuGnp4ec3NzREREEBAQQEdHB52dnVqaIAkJCQQFBYkbore3l5mZGbKzs/Hx8SE9PZ25uTlOnTrFuXPnePPNNykuLkZHRwcvLy+ysrJoaGhY4/ADK/Pr0NBQYaNXXl5Ofn4+MpmMw4cPY2dnx7lz54R6Iqxoo6vVah4+fLjmARoaGqKxsVHrJnzy5AlNTU1YWVmJua2kmZKdnS2QFtK/8fT0RKPR4OrqKjRqDh48yAcffMCnn34qup7W1lYhYfCnIjk5GVNTU86dO8ehQ4dwcHAgPz9fa+4LK4f25OTkGqSHRqMhOzt7zdddXl6mtbVVUPthBYW0OgGNj49TXl6+hqrd39/P8ePH8fT0xNPTk4SEBM6dO8eVK1cEqkLaMUjxu9/9jldffRVLS0uampooLCzEwcFBHALe3t4YGxsL4+Ddu3ejUCjEOEq6/1xcXHj48CHT09NMTU1pMRYlrW1HR0c2bdqklXTT09MFs3NsbEzrM/niiy9ITEzEzs6O/v5+uru7OX36NPr6+hw8eBCVSiVw0xJUdHUMDw+zuLi45rPfunWr8NeU4L0XLlxAoVAI2WNphq5WqwkICNDyUd2yZQuzs7M0NjaKPcPjx4/R1dXVMqtQKpVs2LABHR0dQkJCKC8vF13q1q1bkclkPHnyRKhzVldXExgYKExETp48KVQfLSwsiI2N5fbt2zg6OlJRUUF0dLRYjBsbG2Nra8vevXu1EDwZGRmiEJIclQYGBsjPzxeiYd988w0XLlzg3Xff1bJwfBnxg0voq6FANjY2hIeHY2RkhEKhQKFQ0NraqrUZf/bsmWDtwYpWx+LiIu+//z737t2juLiYlpYWoZim0WgwMDDQapdgBWc7OzvL8vIyCQkJ9Pb2kpeXh4ODA5s2bWLdunXU19ejUCgEVCovL4+tW7dibGwsMMp2dnbiRNfR0SEpKYkTJ05o0ZavXLkiBLXi4uLo7OwU2OywsDAWFxcpLi4WyUZ66Hfu3Mny8jLPnz8nLi6O0dFRMRo5ceIE8/PzKBQKAgMDxWhGpVLx4YcfigQowQ7NzMwEZXk1+aK4uBh9fX1B0ZfizJkzqFQqwsPD8fPzo7CwkOHhYUpLS7UISUlJSf/htV2dbHp6egSdfXh4mGvXrjEyMoK+vr5IIAYGBhw6dAhTU1Pm5+eprKwU1b2Pjw+7du0SaJ3+/n4MDAzQ1dVlz549omprbGzkypUraDQaTE1NGRoa4uOPP8bIyAiNRkNHR4fWA6ynp0d+fj65ublaIm3Ly8s8evQIPz8/wsLC+O6779i0aZNYuK6OwMBAKisrmZiYYGJiQotgduPGjT+KECooKEBPT08gPF5MDLt37yYoKIiRkRHy8vKIioqioqKC3NxcfvzjH6Orq8uZM2cEd8LBwQG5XM7Vq1fF1/j666+xtLTkwIED4vrq6uqKSv9Fvfp169YJiYRPPvmEyclJZDIZrq6uODk50d3dTUREBA4ODuL7GBgYcObMGZqbm7Gzs2PPnj2CgLVv3z5u375NZWUlH374IUlJSfzqV78S32+1OuTi4iIzMzOUlpYKU5Xy8nKhhbR582a6urrQaDR0d3czODjIwsIC4eHh4n2oVCpRmOzfv18gkFJTU/n66695+PChAFxIh9mLiKYLFy7g5+eHn58fTk5OWFpaigP1zTffxNraWni4Zmdns2vXrjXX9q8ZP7iEnpiYyMWLF1EoFGLbLelQwwqUzNDQkOXlZSGr+9VXXxEbG8vmzZuxtLSkvr5eJFM/Pz+uXbvGiRMnhEGDhFUOCwvD19dXXAxJAEypVBISEsLg4CBXr17FyspKQOgOHTqElZWVQLKsNrWGlQfk22+/ZWxs7I9C0WBF6EmiE4+Ojgq7rNbWVubn53n99dfZunXrGqSJRLf/YyGNUaKionjy5AlyuZykpCQyMzNpaGjAzs6OqqoqXFxc6Ovrw8HBgd27d9PU1KSl3X7w4EHc3NwYGRnhyJEj6OrqMj8/j5+fH2q1Wmvs88UXXwAre4JXXnnlz1YnERERLC8v8/jxY8HqhBUNfJVKxf79+0VLf/jwYY4fP052djZ79uxBX1+f4eFhdHV1Wb9+vXCtkRxuEhIS8PHx4cyZM3zzzTe89tpr9Pf3k5ubKxLL7Owsx44do6GhgQ0bNiCTySgsLEShUODo6EhXVxdvvfUWsAIDrays1OrKVCoV27dvF2MFS0tL4uPj+e6777Rs2FaPu16seqXEYGxsrHUQSKJxUuTl5dHT08PevXvJyckRKB1JHjk0NBR3d3e+//57srKysLCwoLm5meTkZGpqasQyvbS0VGvEtbi4SHZ2NkZGRpiYmDAyMsLIyIh4XsbHxykqKiIgIICcnBz8/PzQ19dncnKS+Ph4qqqquHjxInFxcSwuLuLj44OHhwcVFRV0dHQwNzdHc3Mz27dvJzo6GrlczqNHj8RB8MYbb/D111+TlZVFSkqKlvz1vn37GB8fF+93bm5O636TQkrSjo6OQmCtpqYGZ2dnoad0//59rSWo1A3r6elhY2NDZGQkubm5zM/PI5PJUCgU1NfXc/XqVS3Ir5GREYWFhaIiXz2iCQgIAFbGbps3byY3N1fLUexlxA92KXr48GEWFxcpKioSlPbp6WkyMzOJjIzE2tqarq4u3n33XaampiguLqa1tRWlUklHRwchISEoFAosLCwICgqisbFRC2ccEBBAcnKyqNqLioqYmJhgdHSU2NhYTExMBHuvrq5OLDrj4+MZHx9ncHBQyJyujsXFReES7u/vz4YNGxgeHmZqagoPDw/kcjltbW00NzcL5ufo6CgZGRkCRSAx+aRlpRQxMTFs27aNdevWERAQIJa1UuzYsQNzc3Nu3LiBk5MTO3bsoLq6mv7+flpbW1Gr1Rw8eJC5uTmqq6uxtLTk0qVL2NracvjwYaqqqhgaGiIkJITMzExGR0f56U9/SkNDA8vLy7z77rv4+Pjw9OlTkYz37NlDdHT0Xzw/lMlkQplPQlkYGRnxs5/9DHNzc65du0ZAQIA4xEtKSrCzs8PKyors7Gzs7e154403aG9vp7S0lPn5eXp7e8XYQ6lUUl1dLRZ269evZ9++fRgbG2NiYiLUIAMDAxkcHOTWrVtER0cTGhpKSUmJIJ8MDAwIuWAp5ufnhXG55HUqycCujsOHDxMbG0tCQgKbNm2irKxMQGbVajUJCQliZCFZD5aUlGBubo6dnR3Ly8tcuXIFe3t7tm/fTnBwsOjapHGajY0Ns7OzdHV10d3dTXt7O+vXr2f79u0Cwx8TEyNYpVLY29szNTXFwMAAzc3N4s8PHTpEQEAAZWVlLC8vs2fPHnFo6ujo0NraSmpqKgEBAZSWlor7Ti6Xk5WVteYzkNBDkhORZEkoVcASu3hoaIh9+/bR1NQkvE6lsVZAQACHDh1iw4YNQq1UiurqamxtbRkcHKSmpkZ4lj569IiysjIcHR1RKBQsLCzg5OREbW0tMpkMHR0d0VWUlZUxMDCAQqFgenqaW7duYWNjw8GDBwkODqasrIwNGzaQkZGBUqnUkgqYmJigtbWVsbExZDIZ69evp6urS7DWXVxc/ncpCn+odJeWlti9ezdWVlbcv3+fsbEx3Nzc0Gg0BAcHo9FoKCkpoaGhgbS0NHx9fcnMzBTC9Xfv3kWpVNLd3U1vb+8al/Ha2lrq6uqwtbXVkjeFlXZtfHyc+fl5wRKTCAiff/65+P2L7RmsLEiio6PFxezq6uL58+dERUWRmJjI8vIy5eXlZGZmirmq9LVsbW2FIXJmZiYTExNYWloyOjqKra0t+fn5GBsbC8MHjUbDo0eP0NfXZ3p6mgsXLpCcnMz4+DhxcXHI5XKioqLEqENiMioUChYXF7l06RJyuVzA++Lj48nMzOT27dvU1taKBzAmJoabN29SX19PXV2dmKvHxcXh7+//X7rObm5upKamcuPGDaanpzl37hw+Pj7Mz8+LTio6OpqamhqysrIwMzNjZGSEyMhIdHR0SE9P59ixYyJZ3blzh87OzjXz3ra2NqqqqggJCUEul+Pn50dJSQlzc3Pk5+ejq6tLZGQkRkZGwry6vb1dqD36+/tz79493n33XZRKJSUlJVp69tbW1nh6evL06VNhMj09PS1UOpubm5mamiIlJQVLS0tOnjzJt99+S3p6OhqNBjs7O5KSkjh37hzXrl1jYmICa2trxsfHSUxMZHx8nMbGxjUJ848Jx42OjjI+Pi609J8/f87p06cxNTUlNjaWmzdv4urqyrZt2xgYGOD3v/+9KBgaGhpwcXFhZGQECwsLFAoFO3fu5OzZswKrPzk5SUdHh9ZnXFNTI5b+0ijJ29sbKysr2traxE5kdnaWTz75BAsLC3G4SSMQb29voqKiePz4sZhXe3l5UVdXx/bt27GyshKAiHfeeYfFxUVu3ryppcAJK2MrY2NjXn/9dby9vfn0008JCQlh48aNHDt2jPb2dsGUNTQ0JCYmRlTyBQUF+Pr6kpycjL6+PiYmJoKIqNFotA5FWHnOl5eXhbyzrq4uSqVSjB9f9Bz4a8UPrkKXyDwVFRUUFxcLsP/ExISASIWHh2NtbU1bWxsdHR1EREQIYSyp9R0aGhJiUJIGc1hYGJWVlSQmJhIREYFSqWRmZoaWlhathF9QUEBhYSElJSVrFoyurq5ERESQmJgoxHsMDAxYXFzk1Vdf5fnz5xQWFjI3N4eLiwvnz59HR0eH+Ph4ampqePz4saiCVsfc3BzW1tbU19czPz9PRUUFcXFx2Nvb09bWxvvvv8/o6KgQ+vfy8mJgYIDc3FwB3ysqKtLSRCkqKtJa4kmsttWkDKk7efbsGbOzswwPDwu8vo+PD93d3UxOTtLZ2UlNTY2Y3x84cEBLauC/Evb29qIbKikpETNcPz8/0QY7OjpSWFgoZFtfeeUVuru7tVT0YGXRGRISQkxMDCkpKXR1dTEzM4OVlRWlpaU0NjaiUqmwsbGhvLwchUJBYWEhoaGhBAQEMDIyIqSQR0ZGiI+PZ/fu3Tx//pympiYhGzw3N6eFfPrZz35Gbm4uurq6/OQnP6GhoYH6+no2btyIjo6OkKCQ+AxeXl6Ul5cLDZqQkBAcHBxYt24dAwMDAgoKKwzTBw8e0NTUJAoZ6dr88pe/xM/PTwtLrlarKSsrY3p6GrVaLZLQwYMH8fHxYWRkhNLSUuzt7bl48SK6urp8+OGHwgDC399f6Jd7eXlhZWUlDq/Z2VkqKipoa2sTOw1YWcrGxsZiaGgo8OrLy8vs27eP8PBwrWQsda+SBo0UNTU1GBsb09vbS19fH1ZWVmRkZFBUVMT8/Dxubm5cuHABd3d3YmJixLK0t7dXi+np4uLCO++8I5aejY2N7Ny5E3t7e7q6uhgdHRU+xXl5eWu054eHhyksLCQvL4+cnByRlDs6OrC0tGTfvn2kpqbS1NSEkZER7733HpGRkTg7O6NQKLT2JUNDQ2L/8J+N/19V6Bs3bqSsrAxPT0/hZTgyMqKVAI8cOYKhoaFgkv3qV79CLpevSZKSxKcEA5QQJXp6evj4+Ajv0ZaWFqFuKEVycjIKhQK5XK4lXRsRESFcc44ePYqxsTHp6emcOHFCXOS7d+9SWFioJacqbdslAo9CoeDRo0ds2bKF6elprdcWFRXh4uLC5s2bRRUzNjZGeno6Dx48IDc3l5GREaGkJ82RV//8d+/excTERIuhJ+m73717VxxU7u7uODo6MjQ0pAWJk77Gi5Geni5mh3+NkMlkhIWF4eTkxNGjR4E/6F7L5XLhMyrF8ePHBZN3taWZgYEBQUFBojI2NzdncnKSw4cPU1NTw7179zh58iS+vr5aP5upqSknT55cQ/s3MjJCLpejVquF6Fh1dTVXrlzBwcEBJycniouLqa2tpaenh+TkZHR1dUlJSeH3v/+9cPupr69n3bp1Ao4oiT9JbMZLly5x69YtZmZm1txpJ9JTAAAgAElEQVS/g4ODQj5htYmDBCO8fPkyCoWC2NhYsZB7UUrBxMSEiooK5HI5urq6LC8vi+8tdR0JCQnU19dz/vx5FhYWsLS0ZHBwcI2FXUhICAkJCajVanGtsrKycHV1FTjzyMhIioqKqKurY926dfT29iKTybCzs2NoaIidO3eiUqnIy8sTu6zp6WktnfWhoSGmpqYICQnh6dOnyOVyZmdniY2Npbu7W+xZXkSIdXZ2cuLECYKCgsR7r6qq4saNG1pMz2fPnuHk5CT08aXQ19cnNjYWmUzG0tISs7OzYgGqVqsZGxvD0dGR4OBgsrOzhRKkr68vPj4+5OXlCYLUy4ofXIW+sLBAbW0te/fuZf369QJuZWZmhkKhECL5KpVK6yIFBweze/duVCoVLS0tZGRk0NTURHFxMSYmJkLoKS8vDzc3N5ydnVleXubhw4fcvHkTKysrrSWmsbExW7ZsoampidbWVvbt20d/fz/V1dUEBQXx8OFDmpubycjIwMHBgdzcXOrq6piamqKjo2PNQjQlJYXk5GS2bt2Kl5cXhYWFTE9PiwT5InMvMDAQW1tbDA0NKS4uxsnJCQcHBzw8PDA0NKSsrEw4NUmJZbWjzXvvvccrr7zCwMCAUB6UyWS4uLhw//59wsPDWV5eZmZmhj179uDi4kJDQ4NY+igUCv7mb/6G2NhYtmzZQn5+Pj4+PsTFxf2nr+lfEiYmJiwsLNDV1cXevXvx8vJCpVIhl8u19hRGRkZkZGRosRijo6MZGxujqKgIpVKJra0tPT09tLa2snXrVmxtbQkNDRWqhau7sba2NjQajdCP8fLywtLSksLCQiwtLRkYGGBqago9PT0BE92/fz8WFhZCxdLIyIjXXntN6MyMj48LNFFrayuJiYkYGBhQVVXF3bt31yCsJF6Cra2t1qEqqUNK18/S0pLm5mahHDo1NcWBAwdwdXUlLy8PZ2dnkpKStAh2c3Nz4rBezZQGePr0KU1NTYyNjaGnpyfGlc+fPycvLw+1Ws3WrVsFkmpgYABra2vm5uaora0lNTWVZ8+eoVarBQv5zTffpKmpib6+PjZu3MitW7ewt7cnLS2N8vJyWltbCQkJ4datW8Kgxc3NjR//+MdacEyJHLewsCA+k5aWFgoKCujr68PV1RVnZ2eBr1coFCQmJjI8PKylg9TX14eFhQWLi4tiHGJvb89bb71FQECA2CeEhYXR1dXF5OQk0dHRBAQEYGVlRWFhIREREWJ/Ih2yZWVlAqkmeRUXFRWxfv16nj9//tKYoj+4Cl2Kzs5Ozp07x8jICBs3bhQ+oL/97W+ZmpoiLS2NxcVFMWIYGhpCpVJRUFCAqakpfn5+ODs7c/nyZW7cuEFnZ6dwdF9YWGB8fJzLly/T2dlJSEgIiYmJ/OY3v2Hz5s0C32poaEhFRQXe3t74+PigVCo5fvw4n3zyCbAyR6uoqNBCK9TU1AhzgBd/Hmk23N/fT0NDA9u2bUMul1NcXKxFuYcV4kNubq6oOG/cuCGWXX9sPpeUlERYWBjd3d38/ve/p729HUtLS+rq6ti4cSPGxsY8efKE5uZmjIyMiI+Pp6WlhYsXL3L79m0hY/DWW28Jurauri4GBgYCwx4WFvZXuLL/cQQFBZGfn49ardb6XpcuXRJjjsnJSdra2oSRA6y02jExMcKmb3BwEDMzM5aWloQPpK6uLs7OzlhbW2sltv379+Pp6UlOTg6wsvS2srLizJkzgqkIK5Woj48Pb775JoAWosfGxkaIjunp6RETE8OzZ8+Enk9hYSHNzc0sLS2hUqnYtm0bzc3NdHd3Y2lpyc6dO1laWuLEiRNCXEypVArD6/Lyci5duoRCoRDIjfn5efbv3y/2P0qlkr6+PrHoNDc3R61W4+Hhwb59+5DJZFy/fl0r2UVHR9PZ2UlJSYnWITcxMUFkZCRbt27FyMiI8vJy7O3tmZ+f59q1awLls379eiYmJnj8+DFdXV3o6upibm4uzF3Ky8sZHh4mMjISMzMzdu/ezdmzZ/nuu+8YGBggOTmZ6elpHj16xNatW3FycmJhYYGDBw9SVVWlhRaSPue4uDh8fX3R19fn6NGjKJVKoqKiuHXrFk5OTgQHB/PP//zP4t+kpqYSHBzM+fPnRSd14cIFTp48KeQplpaWSEhIwNvbm2vXrnH8+HG2b98uJEXc3d1JTEwkLy+Px48fCyPs6upqIiMjOX/+PH19fWzfvp2YmJg1BMi/ZvzgEro0R83MzBRqiKtPuvDwcPLz8wXWetOmTTg7O3P+/HkuX77M0NCQqMaNjY3Zv38/T5484fHjx6Kif/bsmdBPkRxkRkZG0Gg0WFhYEBISwsjIiBiDDA0NceLECWZmZrRQD0tLS3R0dODq6irmnn//938vaNUqlYqZmRnCw8N59OgRvb29vPnmm6JCm52d5be//S3T09M4Ojri4+NDcXExb731Fubm5jx9+lQr0T99+hQfHx9CQkIwNzfn8uXLAk+enZ1Ne3s727Ztw93dnby8PEEaCQ4OxsTEROiLSGJf0kMszXM//vhjrKysMDAwoKCggObmZtavX09dXR0GBgZadmAvI2xsbMQhJCX0gYEBkcz19fVZv349ubm5DAwMCISIkZERRkZGvP3222RmZpKbmyu6lZGREZqbmyksLKS/v1/L+kypVOLh4cH8/DwFBQX4+PiI8dzevXv5/PPPtTDkg4ODfPLJJ2tME9rb27WUK1+Mnp4eod5pb2+PTCYThcjIyAjt7e3U1NTQ19fH3r17hbeoiYkJW7ZsYfPmzdTW1grSHazMoyUNdmdnZ6Fj39bWho2NjfAPyMzMFMvGp0+fCkLO48eP2bBhA9u3b2dxcZGHDx9q7VsCAwPFgtLMzIzZ2Vnefvttrly5Iu71J0+eCDz76Ogo+vr6gm0sdb6AGG1K8hXS7sPDw0NoMknaM7GxsdTV1f1R39V169aJa15WViYkESTrQQmuKV2//Px8rl+/jp6eHi0tLULqIyMjg3PnznHy5Enx9dRqNd7e3nz44YfcuHFD7FNgpfqfm5sjODgYa2trMYKdmpris88+Q19fn71794px3suMH1xCl250WKnGsrOzsbGxEb+8vb0pKCjg+++/F9WQsbExCQkJYiZnYGBAa2srs7Ozgo4saaPAyoNpamrKO++8I8gtErbVwsKC0dFRrTZ/dHQUc3NzbGxshN4ErCSSw4cPo1Qq6ezsxMvLi5ycHJqamkhOTmZycpKcnBw2b96Mi4sLly5dErNHWKncfHx8iI6OxsXFRbScjo6ONDY2rhEbklAaGzZsEDNLSZlQmtnX1dVhZmbG1NQUmZmZyOVyamtrtWaUKpWKyclJLZyu9BlYWVkJnHR9fT3+/v7U19fj6+v70qnNMplM6HTMzMyIPYOBgQERERHk5OSwfft27O3tyc7OFvuFhYUFBgYGmJ2dxdfXl/7+fnF4S9Zk1tbW7Ny5k6CgII4dO8bQ0BBjY2NUV1cLHfjY2FiWl5dpaWmhrKxsjeOUhYUF3t7emJiYYGpqKlAdBw4cYGFhgYWFBWH/tjo2bdpEdHS0+P/p6WlGRkaIjY2lqKhImEzHxMTg6+vL1NQUJSUljI6OYmBgIBb0L35WUme3unJfWFggIiKChoYGkWClTsHHx4dt27aJ+7KkpITExEQ6OjrEQlOKb7/9loyMDDw9PTEzM6Ovrw8dHR02bNggEvrqEQmsdA1HjhwRKBspbt++TX9//xrruS+++AI7OztmZ2fFPkwaF9nb25Oenk5XVxeFhYW4u7tz9epVxsfHiYiI4MGDB7i4uAhjc0lDRSaTsWHDBnx9fXFzc+PEiRMiATs5OaHRaPD29mbv3r2cPXtWdAETExOoVCo0Gg2BgYECbQZo+bv+sUhKSvofSebwA0zoKSkpApJlZmaGlZUV/f39WtRhKRYWFjhy5Ahzc3NaLWNPTw+nTp36k99HrVZz584dgoOD8fHxETdbc3MzxcXFa4x1TU1NhR+o1NYuLi5y7Ngx0tLSkMlkNDc3o1arCQoKIiwsjPLycjQaDZOTk7i5uXH48GEtspBMJsPS0lI4hkszzNOnT9Pb24ujoyMZGRl8++23or29fv06z58/F5WFrq4uhoaGbNu2jcjISMFylGJ5eVnM9kZHRxkYGOCnP/0psMKCW20Scfr0aaKioti+fTu+vr48e/aMlpYWZmdn/8vwxP9sBAQEkJeXJ6ST6+vriY2NFcxPSVVRoVCIivXPXes9e/YI5Mz09DRDQ0MCdXTv3j0WFhawt7enpaWF8+fPMz4+LqrT1TE4OEhUVJSAvo2Pj/Po0SPc3NzErH91FS2Xy/Hx8eHu3bsCQgqIkY+rq6vWvFuCx0nJ8PPPPxfEm4CAADZv3oyVlRW//vWvCQ8PZ9u2bbS0tNDQ0KBVCP1HRh5tbW3cvn2bwMBA/Pz8ePr0KV5eXpw9exYrKyvS0tI4cuQIW7dupaGhgTNnzvD6669jampKY2MjY2NjXLp0Sew2JP6EZMEIK8XCahEsgLq6OgICAgRx7+HDh/j7+2NnZ7cGRWZsbMwbb7yBu7s7MpmM9vZ2FAoF+/fv5/r16zx8+FBAId3d3amqqmJmZkZAjjUaDb29vXz++edrJCOuXbtGVlYWpqamWhrtACdPntTSgnqRJJeYmIienp749eTJE/Fz3rx5k6WlJUJDQ//o5/7XjL8ooctksleBzwAd4CuNRvP/vvD3h4B/AaTh4xcajeY/7jH/GyG1xBIrKzw8XLTFQ0ND9Pf3c+PGDfF6yaBXMkmW4tChQ8LoQU9Pj1u3bonW3d/fH0tLS6qqqmhsbNSqcCTY1q5du2hububmzZts3LhRUPv37t2LoaEhdnZ2xMXFcf78eU6fPi1mrZIps0wmEzj1iYkJTExMtFhvSqUSCwsLSkpKtN43rBw2r7/+OoGBgSwsLLC4uIhKpSI1NZXbt29TWFgoHmAdHR0GBgbo7OwU6owvxgcffICNjQ0PHjygu7sbjUZDfX09tbW1REdHk5+fz9atW5mZmaGwsJD29naCg4OZn58nMzMTPT09PD09/9vX9i8Je3t7zM3Nqa2tpaamBoVCQVRUlEhyQ0NDjIyMrJmvSjhvSUxKqnphZVTl6+uLTCYTXZqLiwsqlUpUb319fUKj/pVXXmF6epqsrCzR+UmH/pkzZ8TORTr0pXlqZmYmurq67Nu3j8zMTBwdHUlLS+PSpUvi/UZFRYmE/iI3QhLvWh2Li4v85Cc/EbNyWBldNDU1kZiYSEBAAGq1Wiuhf/DBB8jlcuRyOaWlpeL+UiqVlJaWalXj3333HSqVigMHDmBkZISOjg6Li4scOnSIs2fPcunSJYGvPnnypIAk6urqcvToUe7evcuePXsAhMXg6kMNVooOf39/1q9fL8Y6r776KsPDw1pkHVhZ4q5WK11cXERHRwcdHR1ee+01rZ9z9WG4OgwNDbG2thZkstVondDQUNRqNRMTE2uKtsnJSUH6srW15dNPPxWdg4WFhajCJYtAKezs7Lh586aY0b/M+LMJXSaT6QC/A14BuoESmUx2XaPRvFgSn9NoND99Ce/xj8aePXu4efMm58+f5/Dhw9jY2ODg4KCVsAwNDdmxYwd6enoC721pacnU1BTOzs7I5XKWlpa4dOkSdXV1wqbO1dWVyMhI4uPjaWpqWqNYFxcXJ1h7sEJy8PT05MqVK3z11VdMTU2hVCqxtLQkMTFRq0IMDAwUowkJGz8xMSF8J5OSkigsLBRU94WFBZqamrSgkWlpaYJCvFo8SKLz29jYiPnk6vduYmKCi4sLmzZt4sGDB8zPzwvtcMmlCBD0ajs7O+Lj46mtrWVoaEhI1V67dk3A+iYmJli3bt1LFx2SQhq7SElo+/btWmqU0mHu7OzMrl27mJ2d5ZtvvqG6upqDBw8il8v5/vvv0dXV5aOPPqKpqYns7Gxu375NUlISnZ2dyOVyHBwctEYGISEhbN68Wew9vvjiC1xcXIiOjqalpYXBwUE++ugjoUjY2toqaPhXrlyhtrZWUNvn5uaYmJgQqpWrk7pMJhOd2Pnz51GpVELa9ec//zmTk5N8+eWXWp/JqVOnCA0NJSIiAjMzM7y9vbl165bouG7duoWfnx8eHh5kZWUxMzODm5sbCwsLPHv2TIwRpc6xpqZGS0ZCQk7JZDKB0jE0NGT//v1cvnxZsEKlgkYaU77xxhucPn1aEHx6e3uFq9Rbb71FUVERz58/x8LCgkuXLolDU0dHh+zsbOrr61EqlezYsYM7d+4QGxtLZ2cn169fp6OjQ3h/SvITqws5WDEgkVzDjh49KpJvcHCwlr1fWVmZ6EQDAgJwdnZmfn6eS5cuaYmgSXBQSQZidnaWN954g5ycHLKzs3F3d0dfX5+cnBwWFxdJSkoiOzubbdu20dnZSU5ODgMDA2sO6r9myP/8S4gAmjUaTatGo5kHzgK7X9o7+jMhzY1ramrIyMhAT0+PM2fOMDk5yejoKA8ePMDb25t33nlHkB0kYf+4uDi2bt3K9PQ0XV1dLC4ucv78eerq6tixY4doiaQuoK2tbQ3WWqFQ8PXXX/Pdd98xNzcnoGMBAQH8+Mc/Znx8nIWFBVpaWvjXf/3XNe3+/fv3+fzzzykoKBBogLt371JcXExUVBQRERH4+vrS1tbG3Nwc8/Pza2BsFy5cEDNyqTKVbM9Wv38pNmzYwM9//nN++ctfkp6ezrp165ifnyc2Npb09HT6+vo4deqU6CJu3LjB1NQUu3btQkdHBwcHB8GmtbGxEYxWKf4YaudlhrREgxWC2a9//Wt+/etfa73G3NyctrY2dHV12bVrF52dncJirKmpifj4eCwsLIiIiCAqKori4mIKCwvp6uoSkgerK7yZmRlh1ffo0SNmZmZISkpCJpMRFBTE6OioQDK888476OvrizZfYtUePHgQMzMzMZKTNOGlpO7n58etW7fEmMHCwoJDhw6RkpLC/Pw8+fn53Lp1S6gLwoogm4eHB/n5+Xz22WdcuXJFFAqPHz/m0qVLODg48MYbbxASEoKxsbG4n4qLi5mcnOS1117D3t6ehoYGpqentapcWJEdOH78OD09PSiVSq0x3Iud2cWLF/nd737HmTNnaGxsRE9PT4wrnz59ip2dHR988AHe3t5inHjw4EFCQ0PJz88XBumtra1s376djz/+WNxfkhl6bGwslZWVfPXVV/T19TE+Ps7XX38t9Orff/99YAU5ZmlpSUlJCbOzs/zkJz/B1dWV27dvi0QtqVBGR0djampKdnY2arWab775hqamJqEnExoayrp167h//z7ff/89VVVVyGQyvL292blzpxivjY2NUVZWRkhICEFBQcBKdxcfHy/kO2DtfuGvFX/JyMURWG3e2A1E/pHXpclksq1AI/C3Go2m68UXyGSy94D3AAH5+c+GhHmVzGrNzMwYHBzk5MmTGBgYIJPJSElJEZ6Sd+7cESbEmzZtYmFhAR0dHaqrq8nJyaGlpYXk5GRhhAArbd25c+eor6/H0tKSN998UwgORUZGUlpaSn5+vkjWEmusp6dHS27VwsKChIQEGhoaxIzf09OThYUF7ty5I2aZY2NjuLi4CEs8X19fwX4sKytjfHycPXv2cP78eYKDg2lsbOTUqVMcPnxYVOhGRkYsLy9z//79NRKulZWVuLq6ChKOJEnq7++Pra2t+NrSzdba2kpUVBQLCwvk5eWJ9/5P//RPf/SarMb7/0/E6gpndnaWwMBAzMzMtFrn9vZ2LfQLrCQUCZbn4uLC8PCwIIuMjo5qjWlGRkaIioqisLAQa2trGhoaKCkpwdXVlZKSEkJDQ0WH5u/vT2ZmJpWVlTg7O+Po6EhycrLWWGd2dpapqSlMTU1paWnByspKUNxnZ2fp7OxcIxUxPT3N9evXxZ9L1/X111/H09NTKDamp6cLCV2pgIGV666vr8++fftEBxUZGcmDBw/o6OggLy8PLy8vXFxccHJyoqSkhM8//xwDAwORuP/u7/6O7u5usrKytJA6Dx8+FPP81WJV4eHhjI2NMTo6Smdnp5bSJqwsiCUSlaWlpbBB3Llzp8Dmw8qiOCYmRpClYIV0J5fL2bZtGy4uLlrF0vPnz9m/f784JCUTCum/wcHBODg4kJqaypdffklmZiYZGRkC3ODo6IidnR2XL1/m008/RU9Pj7179+Lj48PDhw+RyWS88cYbuLi4aImZ9fX1YWtry8aNG8U4EhDsWJVKRUdHB0qlUuvne1nx11qK3gC+12g0czKZ7H3gWyD+xRdpNJpjwDGAsLAwzYt//5dEamoqFy9eJCEhgaGhIdHurfZazMrK0pqHzs/PY2hoKBARS0tL4sOV3Erq6uoEBDArKwtdXV3i4+PZtGmTmGna2dlhYGAgSAHHjv0B29/Z2SmSpnRRXV1d8fHx4ebNm4KKPDU1xXvvvUdfXx/37t0TDMTOzk7+5V/+BSsrK1EJ3rlzBwMDA95++20xI7WysiI8PJxvv/2W06dPi0oNVlrv9vZ2wsLCsLS05M6dO3z88cdkZWVx9epVhoeHiYuLo66uDktLSyHI7+vrS2pqqpZs64tMVlhBByUmJqJUKoU1H7BGSvdlx2q2nWRIIs1CJQ0biUQmYfM7Ozu19E7+FIwQVnYsCwsLFBYWkpSUREFBgSgODA0NtQhUBgYG+Pv7U1NTw6uvvkpbW5uWHLJSqaS4uJiysjKCg4NpaWkR16ejo0MQwF5ECTk6OjI+Pr7GDPvp06csLCxgY2MjTFikPYqjo6O4/2Dl3v/mm29wcnLC2dkZV1dX9PT0BDJDpVJx9uxZccgDfPTRR5w6dQo3NzdMTEzw8/PD3d2dzMxM0SE/efIEGxsb0tPTcXV1paioSCxUJWhnQ0PDmnHlqVOneP3118VIElYOzxe5E48fPxY2d5L5irGxMWNjY9TX12uJzklx/vx5nJ2dcXFxwcXFhbq6Oo4ePSqeZennjYuL4+7du9TU1IjiwNraWsvQ28TERPgNSPBemUy2hpksHdo6OjrCkAZWuu6FhQWGh4cZHh6mpaUFCwsLtm/fzv3797VQTX/N+EsSeg/gvOr/nfjD8hMAjUaz+mp8Bfzmv//W/nR4e3sTExPDzp07KS4u1sKFTkxMrHFMaWxsXKPnDCuoldWqclJs2rSJTZs2oaurK7bV9vb2DA0N8eTJE6qrq9HT0xMVyKFDh7C0tOTEiRMolUocHBxEQlxYWCAsLIyenh6ysrIEQsXPz2+NwuPIyIiWO5KHhwcuLi7i+8hkMoFuOXPmjKgqT58+zeLiIq+99hrBwcFiXGBhYcH+/fvJzMwkJyeH3t5eWlpaCAoKoqamhvb2djo7O7UORFg5vLZt24aTkxPT09McOXKElJQUAgMDefbsGa2trcJ8t66ujsTERC0m6ssMyV4wIyODb775hlOnTgnDiL1793L//n2uXr3Khx9+SFBQEEFBQfT09Ggl8fT0dMEOnJ+fZ3Z2VsD3YGVkI90vKpWKXbt28cknn2hh8y0tLcWvoKAgqquruXTpkpAjTklJ4auvvmLz5s24u7uTk5MjComRkREKCgpwcXFhy5YtuLm54eTkxNjYGEeOHCEtLY3169eztLSkhe2GlR3H6hn3as1wpVKJsbGx6NzMzc2xsrKiqalpjTYJrHS6pqamhIeHU1JSgrOzMzMzMwwNDREREQGsLHWrqqrWPCfPnz8XhtqBgYE8fPiQoqIidu3axcOHD8nNzRXJfWFhgS1btpCZmcmXX35JcnKyKFL6+vrIz89HqVRiaGgoFA/v3LnD8ePHxbN87NgxkTBtbGy0pHVh5fnp7+9fg+JZXFzk+fPnGBoaoq+vT1RUFDU1NWRnZ+Pr64tcLqenp0drBj8xMcEXX3xBVFQUy8vLjIyMcPHiRWpqajAzM2NiYoKwsDD8/f2FDPNqmG9fX5+WO5OHhwdvv/02MplMyAW/jPhLEnoJ4C2TydxZSeR7gbdWv0Amk9lrNBqp794FvDwq1AuxtLREeXm50NbQaDQcPHhQOBJJydHLy4u33npLaKxIM+jU1FQcHR3RaDScOXMGtVqNpaUlOTk5VFRUEBUVJUYRd+7c4dmzZwLfLjmG/+53v6OjowO1Wk13dzfJycl4eHhQV1dHTk4ODg4OODg4oFKpuHv3LmVlZdjb21NQUICTkxN+fn7CZDg1NRWAf/iHfwBWktf58+fFdly6ETw9PYmJiREMxqWlJd555x0xBpidnUVPT09UfampqVhYWAirraqqKqqqqtDX18fFxUXMgcvLy8Uh1t7ejqenpxhZSNrYkvxuXFwcz549o6GhgZ6eHmEG8DJjfHycnp4e4uPjMTc3F44w0sFmY2NDWloax44d49q1a+zbtw9YMc+QFCOvX7/O+Pg4mzZtEl9X6s62bdtGfn4+33//PY6OjmLhJlnWSfEigkIaadTX1+Pq6irGHBJ8LzQ0lJSUFC0mJqxgnyU1R/jD9ZWs7M6dO0draytbtmwhJyeHHTt2EBUVRVZWlpbOSGpqKu7u7piZmfHv//7vGBoaCn2WvXv3otFoGB0d5f79+2sgvikpKfj4+KBQKMjJyRGG3QEBAbS2tnL79m2eP3+Oq6sr1tbWlJaWcvjwYSEPfPHiReGKVFlZSXd3N8PDw2zYsIHk5GROnz6Nnp6e0NK5cuUKV65cEVBXqaM+dOgQ9fX1FBcXs27dOry9vfn6669F9S6Xy0lISMDPzw8TExM+++wz3NzciImJEZXyBx98IGSDV+v4nz59GrlcjqOjI+7u7gQFBXHr1i1hHHPt2jXc3Nyws7OjsLCQDz/8kMePH4t9g1qtRkdHh23bthEUFMS//du/YWtri7u7O93d3Ws4G5JV49GjR+nv76e3t1ewkl9m/NmErtFoFmUy2U+B26zAFk9oNJoamUz2K6BUo9FcB34uk4I4V8YAACAASURBVMl2AYvACHDoJb7n1e+NzMxMhoeHOXDgAIaGhhw/fpx79+4RGhpKa2ursJfLzs6mqKiIqKgo5HI5Li4uqNVqHj16xHvvvYeJiQkGBgbY2dmxb98+2tratASCYIVBGhUVxZYtW8QDqFAoMDIyEgbExsbGwuRYqiwkHXOVSsX69et59uwZjo6OjI2NsWPHDvz8/Oju7ubu3bs4ODjg6uqKSqXC1tYWJycn7t69K8Y+U1NTFBQUUFVVpYXnXVhYEI5IsJLQVy9He3p61jzIqampQjYWEDfv3/7t3/Lo0SMKCwvp6OggLS1NuPlcvHgRuVxOWloaOjo6+Pj4IJfLqaur+x9J6BJtWhIAs7CwIDExUaCALl++zObNm0lISOD27dsUFxdjaGhIT08Pu3fvJjg4mPr6eoF1ViqVQpPby8uLrVu34ujoyJkzZ8TnK7XtGzZsoKKiggMHDuDi4sLY2Jg45FbP3yVnJEk8TFoKrl6EmZmZ4ebmRn5+PiUlJURGRrJp0yaR0Kempjh58iS9vb3s2rWLwMBAcnJyGBkZEY4/0kjk2bNn2NnZCW/R4eFh9u3bx+joKLdu3aK/vx9bW1uqqqqora0Vla2npyfDw8OcPXtWKDpqNBoqKiqEbn5DQ4OQGfD396eyspLS0lJhQr5161ZaW1spLy8X12Z4eJjU1FQ2btwIrOwCpFGFtOjNycnROhQlcp1arWZpaYmBgQGMjY21WLebN28WJh+PHz9mZmaGuLg4HBwc2LJlC0+ePMHDw4OgoCC8vLy03M0kNnR7e7uWeYoUgYGB7N69W+wf5HI5u3bt4vnz52LEZ2hoiJ+fn+jSZDIZFy5coK6ujsDAQDo6OrC3txeetKampgwODuLt7U1LSwsPHjwQBdvLir9ohq7RaLKArBf+7P9Z9fv/A/yfv+5b+/MhLYAkOjus4HgLCgpobGzE0NCQsLAw9PX1aWlp4d69e2Jssm3bNvz8/Pj666+5cOEC6enpDA0NERQUJKRZV7dMUkhLSh8fH+EHudqMISwsjHv37mkxL2GF9ebq6oq9vT0LCwvcvHkTS0tLgX/evXs3x48f5+LFi7z//vtCAnfTpk3Y2dmJCkRajDk4OPDqq6/S19dHZWUldnZ2nD9/nsDAQF599VVmZmYwNDRkZmZGvB9TU1Nxk5uZmXHr1i0UCoWolCQRJSMjI9FlXL9+naNHjwqIGyAE/WHlQJO6kYSEhJc+dqmrq8PGxgaVSsXs7CwPHz7UYkkODg7y/fffi8NMwvZLKngymYykpCSOHDlCVlaWsD1bXl4mOTkZmUyGUqlEV1dXjLk8PDzYuXOnSHbDw8N4eHhgZWWFlZXVGhp6Y2Mj586dIz09HQsLC0ZGRhgdHSU3N5d169ahVCopKCggKSmJzZs38+TJE3JzcykuLhZYZumASEpKwtbWVnSaUlWelJREeHg48/PzwnZxz549PHr0CHd3d7y9vZmdneXu3buCWdvU1ERwcDAxMTEcOXKEdevWERQURGVlJTk5OVqIrvHxcWZmZsQeSVpkSh2flNTkcjlubm5rCECrWZ8zMzNaOHm5XM7GjRuprKwUr2tpacHZ2Vm8TtKpX1hY4P333+fq1atkZ2fj4eHB0tISBQUF+Pn5idfHxsbS3t5OZmYmTk5Ownf1tddeo6ysjPr6ej766CMCAwMpLS1do18uFTySg1RfXx+XL1/W2tdoNBqOHj0qAB03b95EJpPxyiuvEBYWxv/9v/+XDRs2sGXLFtRqtejqAgICUKlUQo75ZcYPTm1RcixycXEhMzMTNzc3QdSBPyyg5ufnhTOIXC4X1YX08MXExODi4oJSqaSwsJCGhgZmZmbw9PQkLy+PO3fuCPEiaTzj4OCAl5eXuNny8/NpbW1lYGBAMM4kzWZJDXFgYICf//znGBsb097erjWHlB4G6fBwc3MTzkrj4+P4+/sjl8vJycnRekB27dpFSkoKTk5O9Pb20tXVxS9+8QtBFKmsrKSvr4+pqSkqKiro6uoiKiqKPXv2MDw8zOzsLO+++y7t7e0UFhaKjkVatkmzUysrKwIDA4XLihQJCQla2O/FxUUqKytFK/yyYnJyklu3bhEWFsb4+Dhnz56lo6ODsLAwzM3NmZ2d5Ze//CUODg4sLCxo7QXUajUajYbZ2VlMTU2Fxvr4+DjV1dX4+fkxPj5OdnY2jx490oJlqlQqAgMDUSgUYtYroSmKi4vJzs7Gz89P+FTGxMQICKSZmZnYUUxMTAh3pIqKCuzs7HBzc8PR0RETExOamprWGFU0NzdTXl6upbEOK0iskZERcQBVVFRQV1eHWq0mIyNDqBBWV1czMDDAyMgIycnJxMfHo9FoKCgowNPTEycnJ+zt7QkNDaWxsVFLziAyMpKoqCitwmZ4eJja2lrCwsIEPv706dM0NDQQGBgo3n9nZyc6Ojq4uLjw4MED3N3d8fT0FAS/CxcuaH0vtVpNdXU1HR0dTE5O0trayszMDPv27cPZ2RlbW1uhr9Tb20traytvvvmmuN9kMhkeHh6UlZXR3t7OzMwMAwMD7Nq1C5VKRXl5OYWFhZSWltLX1yeKpaamJkH5Ly0tFUvf2tpaZmZmSEtLE1rmH3/8MTMzM1oL2bfffpvg4GD6+vqoqKggMjJScGKkQqOhoYGMjAyqqqro6upCrVbj7Oz8v2qLq+Py5cuYmJiwa9cukShbWlrWPBDSHE0yx5VCMnKQKg4pad+7dw+FQiGo8hJu2d7ensHBQd566y1SUlKEIuKLs1R/f3927NiBUqkkOzsbAwMDLCws2LJlCyEhIRw7dkxs06empvjqq6+QyWRixGJhYSEWP9K4x8jIiKCgINEO3r59G3t7e+zs7NDV1RXtY2xsLL6+vlqmxpKDu7Sxn52dxcDAAFNTU370ox9x48YNHj58yNDQEKOjo5iamgpj3bq6Ourr69fMBz/77DPMzc1xc3MTc0eZTEZtba0Y+byMkFr6oqIiZmdncXJyYv/+/djb23P16lXBGJR0ZZqamrSo3atbbSlJSTNtSV74/2PvPYPiPNN87x+hmyYHidjknEXGJCGBApJAwUq2ovPMaGZnd2p3avfTVu2H3do9O54o2SPZspKVcwAFSyBAQiJnGkTOOWdo6PcD9dxLC8855z3HU/X6rb2qVJZtaOinn+e6r/APLi4uRERECDlcX19f6urqOHfuHAcOHGDVqlXiXiksLBSLtT179nD69Gn09fWJiIjAwMCA27dvC8RJfX09GzZsYGZmRnz/zZs3SU9PF4SXtyM2NhYrKyuMjY3p7+8X+w8JUfHq1SutMY70ut98880KuCAsoYMmJibEvF+tVgtW8NOnT8X3S5GXl0dBQQGBgYFERkbi4OAgnhcJ0pqVlSWo96tXr6ayspK0tDRaWlrIzMwU2uGGhoY0Njby6NEjBgYG8Pb2xsPDQ+jahISE4OzsvEKWoqamht7eXlatWoWLi4vYdQQEBIh7Wgpzc3O2b9+uBcG9dOnSCpTQ3//932NsbCwYp5JrUXV1tfAAhiW2qrRonZqawtDQEEdHR63u+9WrV1hYWIhK3tzcXPBKlsfJkyexsrJa8bv80PGjS+hvezieOHGC+fl5YeSwYcMG4doDS1VmTEyMgA9J8KyysjIBcVseHh4e7N27Vzzw3d3dKBQK3n33Xb744gtycnLYsGED3d3d3wudklySzM3NmZycxMTEhMXFRYqKisjMzNT6/WFptmdubk5vby+dnZ1apA1YYkJGRUXR2dlJRUUFO3fuJDMzkwsXLgg3d+m66OnprTBCmJycFLhnPT09ZmdnRXUtk8nYtWsX1tbWIlnAkoP75OQkurq6uLu7ExISIvQxYEm3oq2tjTdv3mghJ3JzcwkLC/urwBhnZmYE/ndmZoZt27ZpmYMvLCygp6fH3NwcT548obi4WDiuP378mIGBAX76058yMjJCd3c3nZ2dK1Afu3fvxt/fHx0dHYE93rlzJ83Nzdy8eZPTp09jYGDA4OCgMFf29vZm7969ghIvJcugoCDkcrkWbC8zM1NrJwNLn9vWrVuxtbVFLpfz1VdfYWlpyeDgIGq1WrTo0jxf0vh+9913MTExQaVSackzw5LMsIODA7a2tqhUKl6+fElYWJgYUUZGRgJLWH2VSkV7ezvW1tbExcWJA0Iul3PgwAEqKyupqKgQFnrSZ3vmzBkWFhbw8/MjNTUVIyMj8TsqFAp27tzJ/Py84AZI/7S0tOT999/H29ubZ8+eoauri4+PDyqVSnj4Sq5ksHSIf5+ZenV1NY2NjSwuLqLRaFhcXBR/Xx6Tk5MkJyczPj4ukmx7ezu+vr7iIDU0NBSdzvK4f/8+ra2tmJiYoNFoxCLa3d2d3bt3U1FRQVZWFl9++aUoFs+fP8/s7CzBwcGEhoZy7tw5goKCGBkZ0Urmb+vZ/FDxo0vod+7cEX83NjbG09MTT09PXF1dkcvlwscvLCwMIyMjXrx4wejoqCDtnDt3TlRNu3btIiAggIWFBaGR3NnZyejoqMBod3d3Y29vz+rVq1EqlRQUFIgbw9bWlrS0NLq7uykrK+OTTz4hPT2dO3fuUFVVxeDgIOPj44LR5u7uztatW3n06BGjo6Po6+tTW1vLp59+KujS09PT/I//8V+oT8k8Qbqp7ezsOHLkCGfOnOH8+fMEBgYCSxVTQUEBWVlZWFlZYWRkRHt7u/DBLCsrY8uWLWLkAEtzzoaGhhVVg729PcHBwXh5eaFQKETrmJiYSHZ2NgYGBuzbtw+NRkN/fz+PHz8WM94//OEPfPzxxz/ogrS/v18L1w1LiKO6ujrc3d1FKz80NCQQTJKImL6+Phs3buTrr7+moKCApKQk4e25PIyMjLhx4wb29vbExsbS2tqKra0tBgYG+Pr6cvToUS5fvixGX+np6Xh5eYlkLn0GUkKfmJhYMVeWqtC5uTlxOEm+o5Lapq6uLkeOHOHly5cUFBTg7++Pi4sLbW1t2NraCoEsSdo1Ly9vRfcpCcDp6+tTWVmJXC4nLS2NuLg4MjMzxR5GgmUmJCSwbt06octz4MABzp07R3d3N6mpqWzYsIGKigoKCwsFfFL6eS0tLRw/flyMs2CJyfw2pBCWJDNiY2NFEdLW1oa9vT0RERGiG5QY1PPz80L1cHp6WrCZl4eVlZWQ8NDV1UVHR4eXL19qJXWp0JM+N6lz+vTTT0XnqVAo6O3t1fIg3b9/Px0dHWLMA/+1vzA0NOTWrVtMTk4yPz+v9fNmZ2fFfgOWdGokH1OpCABW3Bs/VPzvUP//PxXSlhuWIGpJSUl4e3sLaF1/f7/w60xKSiIkJIScnByRlGZmZnB3d8fFxYU7d+7Q2tqKvr6+EAjS19fn4sWLjI2NsbCwQF9fH/b29kxMTAgmKSwlt5/85CeEhYXR29uLvb09tra2fPDBB6SkpNDQ0MDw8DBqtZru7m52797NoUOHhDStpaUl+/btQ1dXl6tXr4rRgCT5umvXLqKionj9+rWWpoSRkZEQS5qfnxct6IULF8jMzCQgIIBPP/1ULDp37NjBe++9J8STenp6qK+v58SJE/zxj38kIyODgYEBwVqUIiAgQFTyVVVVWFtbC1XDrKws5ufn0dHRoa+vj5aWFqFbAkst//chCf7fhkajobi4mFOnTokDLSAggP379xMSEsLw8DBPnjzhyy+/FOOYoaEhYmJieOedd0SiVSqVBAUF8erVK8bGxnj69Cnl5eWsW7cOKysr/Pz8+Lu/+ztSU1OFhkdrays9PT2cPHmS48ePc/369RWVoqWlJY2NjeK/q9VqFhYWePbsGX/84x8pKioSyQuW7r3g4GB6e3uRyWT86le/wsrKiqtXr1JZWSlQVGZmZiQnJ2NhYcG9e/eYnZ2lo6MDZ2dnzMzM0NXVZWRkhOzsbNzd3fn5z38ujFe2bdvGmzdvuHHjhpaBByztl77voM3NzeVf//VfKSkpYX5+Xjh2FRQUsLi4iEKhIDIycoWipkSHDwwMXAHHi4yMxPUtT9nleyC1Wk1nZyfOzs64urpiZmbGrVu3xCESFxdHXV0dg4ODLCws8PTpU62Fu6WlJT09PdjY2LBp0yaSkpKYmZlBo9GI/YaXlxfz8/N88803gmOQmpqKvr4+V69eFSOX6elpLly4gEwm0yIgJScns3btWq33IJfL6ezsZGZmRvgRvx0PHz7k97//PU+fPhUmO3fv3uXRo0d/ddDAj24pKs1qw8LChOKei4uLWI6oVCrq6+vZtGkThoaGeHt709PTw+vXrwWzzsHBge3bt1NXV0dJSQlKpZKysjIiIyNJSEigqKiI+vp6bGxsKC0txcnJiUePHmlBqNra2jA0NBTa235+fri7u9PY2EhFRcUKbWdYOtktLS15/vw5Dg4OrFmzBnt7e16/fs3g4CA+Pj5cvXoVS0tLtm7diqenJzKZjPz8fHGiv/POO0JRUK1Wi8Xf5OQkbm5ubNq0CRMTE2ZmZqisrMTb2xuFQsHs7KwWRd/W1pbo6Gi2bNnC+vXr6evrY3h4mE2bNlFQUMDU1BReXl6Mj4/z+PFjoqKicHV1xcrKioKCAuRyOUNDQ9y5cwcnJyeOHj3K3NwcnZ2duLq6UlpaSltbG+7u7t+LFvpfxfT0NHfu3BGWgIcOHaKiogI7OztiY2Px8vIiKiqKgICAFVrgUmWVn58vLNkkyJq0rIyMjGTDhg20tLTQ399PTEwMDg4O+Pr6ajFklUol5ubmrFq1CicnJy0LOMlyMC8vj4qKCsbGxujv76etrQ1/f3/27duHQqGgpaWF9evXU1hYyNzcHJWVlXh5eREaGoq7uzuvXr0SB1JaWhqGhobo6+tjY2NDfn4+HR0dDA0N4evry4sXL7T2RAqFAn9/f1paWhgcHGTfvn0YGRnx+vVr+vr6mJycRF9fH1tbW65cubJizOTk5ERcXJwoJKT35eLigkqlwsHBARMTE65fv05paSkhISEoFAo0Gg2HDx/G29sbfX19cXgtLCywY8cOfHx8hP744uIihoaGdHR00NzcjJeXF319fZSWlgrJ3+XEQIltWl5eTl9fH3l5eUL+wtDQkOHhYX72s5/R1dVFfn4+3d3d5OfnU1dXR2xsLDt27ODFixfCQWp2dlaAEVQqFcnJyVRWVoqRqQTlPHr0KMPDwzQ1NeHv78/t27cpLy/HwsKCmZkZjI2N+fWvf01MTAxhYWH4+/tTXl6utXswMzNjy5YtTE9PU1FRgUajEXr8kZGR7N27l8LCQmJjY/97Kbo8oqOjCQkJ4fr165w+fZqtW7cSGhpKe3s7pqamYh6mq6vLnj17uHDhAjdv3mRxcRETExOxyDl9+rRo5SwsLLCzs2Pfvn1cunRJLBfz8vIwMzPjwIEDXLp0iQ0bNtDW1sajR48oLi5mYWGB7u5uTpw4weDgICYmJqxfv56srCw8PT2xtramrKwMlUqFiYkJk5OTlJWVERUVJWyzMjMzaWlpYWpqiqSkJGEl9/ZC8ne/+91fvCbNzc0cP35ci8EqUbylZaG0Q/D09BT62xqNhvr6ejw9PYmKimJ0dJS8vDxBzQbEaMfV1RUXFxcxE3V3d+e9995DJpMRERFBQUEB7u7uBAUF8ejRI/785z+zY8cOLUGt/1W0tbVx69YtxsfH2bBhA7GxsSIxLK9wJP3ttyM+Ph4zMzN6e3vp7e2ltLR0xZJQMvuVdFrUajUTExOcP38euVyOk5MTjY2NrFu3Tix637x5Q2FhoTBT/tnPfsbExARtbW1azlGbN28W13ZkZEQ4C42NjYmva25u5tSpUytMg0+cOIGhoSG2trbY2NgIzW9YmsHL5XJWr17NwMAAycnJvHjxgj//+c+o1WpR1ERFRaHRaLTkmL/++mtMTU3Zu3cvra2tlJaWsmbNGoqKikSFm5mZyTvvvENJSYm4T65cuYKVlRUjIyNs3bqViIgIYYYtKZtevnwZS0tL4eLU09NDVlYWurq6fPbZZ5w4cYKoqChsbW25ffs2p06dEvr1PT09Wskc0BqvSUxqSSJYEu+Snt9bt26JMdC6desEY1iS1zYwMGDLli1ah/7y6yJFdHQ0Y2NjArp57tw5jIyMSEtLIzQ0lLq6Oq5evUpFRQUhISFoNBru3btHQ0MD8fHxvHjxQjxfs7OzvP/++/T29gplzNjYWDH2/WvGjzahw1J18ZOf/ISbN29y79492traaGxsFOL38/PzQijI3d1dzIpzc3NFtbp8LHD58mXRJi5fLNrY2HD48GHx7wYGBrz33ns8f/5ctHItLS0olUreffdd/P390dXV5fnz59jb25OUlERSUhJ5eXliubi4uLhCBlVq3Zcvud7WZJYkWyUXJGkmFx4eLsY/b9680VrYJiQkCO0ISZUwKysLb29vVq9eTXd3NxMTE8KYYcOGDWKcAUsPR09PDwUFBbS3t2tV+qtXr2Z6ehqZTIa1tTWurq4UFxfzy1/+EmdnZ27cuCFc5CU2Iyy13C9fviQmJkaMy3p7e8nKyqK/vx8LCws++ugj8eBLn5V0PVpbW7l27RoLCwuCRbl7926BzPjoo4/EHHNhYYHLly9rzS2PHz9OfHw8lpaWaDQa6urqePz4MfPz8xw+fJhVq1bxu9/9jlevXrFr1y40Gg3Pnz/H0tKSQ4cOceLECQoLC0lJScHFxQU9PT2RDJ4+fSra8ZGRESwsLLRgdbDUUdna2hITE0NeXp64D93c3LCwsBAV7PL708PDgx07dpCVlcXk5CRxcXEEBgZy5coVent7GRsb409/+pOQM1geSqWSw4cPY2BgwIsXL1AqlUI47sGDBxgbG7N69Wo2b94smJdS9zc0NISdnZ2gyLu7uyOTycjIyBBuXUeOHBFjl/z8fAwMDPjggw+EZeHU1BR2dnYkJiby9OlTcWBI3eru3buprKykoaGBAwcOMDIyoiVv0NzcjJ2dnda+oLW1VUs6o76+nqioKAwNDUVCB0RXYmVlxdDQEEqlElNTU61n5PtMPySf4MXFRXx8fLCzsyMnJ4fg4GC+++47KioqWL9+PS4uLrx48YLIyEhmZ2d5/vw5wcHB5Ofno6uri7W1NQUFBURERKzQgvmh40ed0GFpMXro0CGeP38uaPDV1dUCz/qXYmhoCENDQ8zNzbW+7m0DAVhKCIuLiyKZSFv1ty3IjIyMsLa2FogHjUaDTCZjcXGRgoICcnNz0dXVFT9j/fr1KBQKURFLIVXKq1atwsLCgosXL9Le3o6Ojg5zc3N4e3szMzNDdnY2SqUSmUxGZ2cnqampjI2NaYkzwdIMPCoqSiyppMPl3r17fPDBB8J7UkroOjo6bN68WYwBJiYmuHHjBjKZbMUMtqCggKKiIgIDA4mJiSEyMpLr169TX1+Pj48PR48eFUvet/Wqge/VF4GlWfnboxqNRoOOjg7FxcVkZGQIxIS03HN1dcXZ2Zmvv/6aS5cu8emnnyKTybh58yaNjY1CJleSfF2OOLlx4wbGxsZ88MEHAg4XFhZGYWEhycnJgl+wfft2rKysBD5fMkqurKxEqVRy8OBBLl26xPXr19m2bRsjIyPY2tpy7949QTOHJfRSfHw84+PjvHr1ioiICIFXl0Y1ZWVlWoJpcrkcExMTurq6cHBwQEdHh+HhYa0uThKQ6+7u1kJSdHZ28uDBAxISEujp6SE+Ph4DAwO2bt3K1atXgaVluCRvsVwHHJbw58sTLCBGP/Pz83z77bdaxhOzs7NcvHgRHR0dZmdnKSwsXDEak2Lr1q0olUpWrVrFmzdv6OrqEqNPtVqNtbU1T58+paGhAXNzcxYWFnjx4gWZmZlYWVkxNTUlnJDOnTvHoUOHMDU1ZXBwkKGhIR4+fIiLiwtHjhzh22+/pauri/3799Pa2sr09DSfffbZ90KQKysrKSsrQy6X4+HhgYWFBbW1tRw/fpzh4WGioqJISEgQcGJJu/3UqVPcunWLhoYGoqKiiI2N5cSJE6Snp3Pw4MHvvQY/VPzoZugSsSgyMlJUBFNTU7x580arcnR0dBT40tjYWNauXSuc63V0dHB2dubw4cOEh4ejVqvp6Ojgn//5nwkNDUVPT0/r9J6enqayshI7Ozuqq6tRKpXk5OSgUqnw8fERtP6BgQFBvba0tKSkpAQLCwtyc3MpLy/H09OTw4cPEx8fT3FxsUicFRUV9Pb2kpaWxtjYGJ2dnQQFBaFUKqmuriYvL4/Nmzfj4+NDcXExSqWSwsJC2traeP/991lcXKSqqkrowUt6JmVlZYSGhtLR0UFDQ4PwO42KisLd3Z38/HwUCgUqlQoLCwuioqLo6enh2bNn3L9/X6s6/OSTTwQut6CgAE9PT2ZmZpDL5YSEhFBZWSlm7yMjI0xNTbG4uMj169e1qsWdO3fi6+tLU1OTqLS2bdtGQECAuOb29vbU1NQIVMX4+DgGBgYUFxfT0dHBmzdv8PDw4NChQ5iZmfH69WtmZ2dJTEzUImi9fPmSkpIS+vr6SE1NJSEhAZVKhVwu5+DBg1oMX1hS3DM3N8fExESMNiT3ntLSUuRyOdu3bxe8gfz8fPT19TExMSErK4vY2Fjc3NwICgoSe5uZmRkGBwfp6ekhLi6Oo0eP0tbWRlNTE1FRUbx69YqWlhZ2796Nh4cH+fn5jIyMUF9fT3Z2Nq6urgLKKkm91tTU4OnpSW1tLY8ePcLY2Jjp6Wmio6PZsWOHUBO1srJCqVQyPDxMQkICZWVlAqHV3d0tJJ+l152YmKCrqwtXV1cSExNpbW0Vo6qtW7eSkpKCq6srCoVixbNmbGzM/Py81uHi5+enZTmXlpaGu7v7CpGvkpISJiYm8Pf3p7e3F5VKha+vL5mZmcTGxpKSkiLIU9IOo7m5mYCAAFJTUyksLGT9+vVERUVRVFSESqXC0NCQvr4+WltbmZmZ4fDhwxgaGopl7/DwJhje/wAAIABJREFUMPPz8zg5LekOZmVlYW9vz6effsrs7Cx9fX188skneHl5oaenR0tLi/jZMzMzwqBeR0eHN2/e0NLSwoYNGwQEWSoyDhw4IGRFCgoKWLVqFXV1dTg6Ov73DP3tUKvV5OfnC7d6yU0FlirwtLQ0MUt//fo1k5OTfPDBB3R3d/P48WPy8vKIi4sTSAAdHR3q6uq4c+cOrq6ubNy4ka+++oq4uDhUKpWoZJ4/f46enp6wgfvNb36Do6MjmzdvJi8vj/z8fMHsk6qyd955h8jISAwMDJDL5axdu5bvvvuO8+fPi6VZWFgYfn5+nD9/nitXrrBz505BIoqIiECj0ZCdnc3ly5eFWe3o6KgY41RUVIiDSkoCbm5u+Pv7c/nyZSEfYGhoiI+PD9XV1WKs4uDgwNmzZ2ltbUUmk+Hv7y9YczKZDCsrK/T09CgpKWFubo74+HiGhoa4ffs2NjY2/OpXv6K4uFgQQ5qammhqasLGxkar2nN2dhaaI1JSmJmZISIigqysLJycnNi9ezejo6PU1dVRW1vLy5cvV5h8SPPumZkZsYD+3e9+J8yYpW5kamqKHTt2CJlhW1tb0aa7urri4eEhRjGjo6MCFmtvb4+HhwcmJiZi7r1z507RpVlbW+Pr60tBQYEwOpH2DFNTU7i4uGgtGqUlrqQkeO3aNWpqaiguLsbb21tog2s0GnHvrF27loSEBP7t3/6NhIQEBgcHRRVZUFCAjo6OWNCdOHFCyBA8fPgQR0dH3n//fVQqFQ0NDYSGhhIeHs7vf/97YKmqbmlpWdEF/cM//AOGhoa0trYyNTXFrl27KCkp4dmzZ/j5+eHh4UFOTo6ACBsbG/P++++jp6dHRkYGIyMjwrt2enqaPXv2MDY2xszMDL6+vpw6dQozMzPee+89Tp06RVxcHGq1moKCAlQqFd7e3kxNTYk5uoRU0dXVxdjYWKs42L17t0CeWVhYiEP+0qVLQtCrs7OTPXv2CBSXlZUVa9euFbyLgYEB6urq8PPzY+fOncjlcpKTk6mpqSEzM5ODBw/i5OSEQqHQ6qInJiZ4/fo10dHRjI6OYmxsjL6+vrhnpbh69SphYWGEhIRQUVHBo0eP/qqORT/ahF5bW0tZWRnDw8N4e3uzceNG2tvbuXfvHnv37uX+/fucPXuWo0ePYmpqKtASLi4uODs709HRwbNnz3BwcBAJvaWlhevXr2Nvby8WfXK5nLm5OT755BMtfPjhw4eFDZyzs7NAvSQnJxMdHc3nn3+u9fsu1xfX1dUVD5I0Huno6ODatWvo6+tjbm5OT0+PWPiZmZnx4MEDFhcXtdrayspKkXSlaGtr44svvhDdS3d3Ny4uLri5uYnE9eTJE6EpI0VXVxfm5uZs3LiR0NBQKioqBOvv/v37lJaWEhMTQ0FBAQ4ODiiVSpRKJSUlJTx8+BBLS0shrLQ8goKCePbsmXidpqYmvLy8hLtPR0cHubm5+Pj4CMd2WGLcSd1Sf3+/1ljM0tISU1NTdHR0hJohLI3LAgMDhVGvlPykmba7u7sQqZqamhLsYsnMQdJAlySV38Y0S7ZjkoZLXFwctbW15OfnY2NjQ3V1NdXV1d/LBqyvr+f3v/+9EI8yNjYWn6+9vT13795d4Z/p7+/P1NQUGo0GU1NTYmJitL5GWthJn6tELffx8WH37t3IZDKx0O3p6dEizlhZWXHs2DE6Ozs5c+aMMKloa2vDx8eHiooKZDIZvr6+2NnZ8ec//5mnT58yNzdHd3c377//Pjo6Oly6dIny8nKCg4OpqqrC19eXjRs3YmlpSXp6OhcvXkQul4ux3cTEBB999BH29vYolUqampr47LPPCAkJISMjQzB3pXFOXl4eNTU1K5baEspKKlyk9+bs7Mz+/fu1zEXy8/MpKSkR98XbeykJq15dXS2+xtnZmfr6ev7lX/5FgAwCAwMJCwsTr/3kyRNqa2uZmJhgZmaGCxcu0NzcrGUmPTExwZ07d3j06BH29vbfS5L6IeNHl9AlJltWVhbW1tYcOnRIzESlVs7NzY0jR45w4cIFzp49i5+fHxMTE7z77rvA0ow4LS2N3t5ebt68ib6+PrOzs1y+fBkrKysOHjwoEq69vT1dXV0YGhpq0e8zMzPZt28fxsbGODs7U1tby9jYGGZmZoJlKc3Krays2LRpE9PT00xNTTE1NcXo6KiWPoeUDNVq9QpCxvDwMOPj4ytuxI0bN6JUKoWiHixt03t7e8VD/urVKy0EBiwlb2kssjwSExPFBj8/Px8nJyfCwsIEqcTOzo6BgQF27Ngh5vkODg60trYKpFBQUBBBQUFcunSJ+Ph48vLy8PT0JDQ0lOfPn9Pc3CySpLe3N76+vnz55ZdicWpvb8/Y2BiFhYUUFxczPT2NnZ0doaGhYkeiUCjYv3+/oPdL8g6SDs3q1atZXFwkOzubgIAAent7hWa6tANobGwUlezu3bv5wx/+QG1tLfHx8djb25OQkMDk5CS/+c1vxPWpqqrSgq4ux5j39fXx6NEjgVoKCAgQi3pY0mmX2KlvMzuzs7ORy+UEBgaiUCjE53Xp0iVSUlKApQT2NqJHmstLnU57ezthYWFs27ZN3CsSUqanp4fi4mIMDQ1JSUnh9u3bFBcXU1FRgampKceOHePMmTM8fPgQZ2dnampq8PX1RS6XY2NjQ1BQkOg2169fj7e3NxqNBgcHB3Jzc5HJZExPT4tOSJI/uHPnjngORkdH2blzpxDU8vPz4+nTp0Il9MMPP6SsrExLqri2tpagoCCCg4MpLS2lurqaI0eOcPnyZa5duybQUxK0MD8/f4UxiySBLBGB3j4cFhcXvxf5IoVGo+HYsWPCCs/GxgYjIyNCQkK4d++eeH89PT1s2bKF8PBwvvzyS2xtbdmzZw8tLS0UFxeLnRQs5bENGzb8xZ/5fxo/uhn68sXMrl27BIkAlh7SlpYWkpKSMDMzw8PDg7y8PMEKtLS0FHjrmZkZHBwcqKioYHZ2FrVaLfRNlgtM9ff3U1dXR0BAAOnp6YSGhhITE0NRUREVFRW4uLhgYWEh8OxWVlaCcfa3f/u3KBQKampqMDc3JzY2VojySKJaFhYWzM3NceDAATF26erqYmBgQGh27Nmzh7S0NCH9K1X127ZtQ0dHh+zsbGJjY+ns7BRswrKyMpF8dHV1OXr0KEFBQVRUVLB79262bNmCSqXSmnlKuuazs7NUVlayadMmbGxskMvllJSUUFlZiaGhIREREeTm5nL37l1aW1u1Ph9fX1+Cg4MpKiqiqakJtVrNu+++K2CEDQ0NzM3Nsbi4SFJSEsbGxkxNTYkDaGpqiocPH9La2oqnpyepqamC7FFRUUF0dDS1tbXMz8/j4eFBRUUFbW1tHDt2jMrKSlQqFcHBwajVavLy8oQO+djYGAUFBQKbrVKp0Gg0HDp0CCsrK+rr6xkcHBSSr4uLi9y7d4/+/n7c3NwYGRnh4MGDbNiwAW9vb5ycnDA2NtaaJR87dozExERcXFxEkoiIiKCnpwdjY2M2btzIO++8g6GhodYcefPmzUJ2oLOzk5aWFj788EMtO7na2lpGRkZISUmhvb0dT09PwsLCaG1t1VrOS+Q4ExMTdHR00NPTo7q6moaGBgYGBli/fj3h4eG0tLRQVFTE+Pg4W7ZswdHRUQhg1dbWMj4+TmJiIr29vSs01Ds7O+nq6mJ+fh57e3sqKipQqVQCgy3J305MTDAwMKBVOERFRWFqaoquri6mpqbk5+djZmYmJA0kZrcU//iP/4ifnx9qtZoHDx4QFRVFWFgYdnZ2vHr1Sph66+jocOPGDRobG4UssBQ7duwgKSmJiIgIoqOjkcvlWmY30nOfkJBAeHg4ISEhyOVyMc5ZXFxET08PNzc30RHW1NSwc+dObGxsRKIODw9n7dq16OrqUlNTw9zcHKGhoVhaWuLv74+Hh4fWYnzdunX8n8T/r2bokr8nLInWx8bGkpSUhJ6enjB1kIwu3hbq+j5o0vJYtWqVcBqRKnQHBwcWFha4fv06Ojo6JCYmYmZmxurVq7l69SpnzpwhNTUVuVxOa2srnZ2dwt/QyMiI+Ph4RkZGePnyJRYWFkRERDAwMMCrV68ICQlh06ZNnDhxgjt37nDo0CGuX79OW1sbmzdvJjIyUhhKS7KqDQ0NmJqaMjk5KYgq+vr6xMfHMzExQXl5OQkJCUxNTREWFoaHhwd3797l+vXr7Nq1Cx0dHXp7eykvL2dkZERUOyEhIaxatYrHjx+LZCMpSUrXQqPRMD09zdmzZ5HJZAQEBCCTySgsLGTPnj3U1taSk5NDeXm5OCi8vb0F9NDd3Z3y8nKx/dfR0RELTynq6+uJjo4mOjpaC+IlPeTR0dFCPtXd3Z2Ojg5sbW2xtrZm//79nDt3juvXrwtDEGlnsXPnTlxcXEhPTxevmZiYKBiu0hJubGwMU1NTMjIyqKmpYdOmTURERPDb3/6WkpISdu/ejYmJCa6uruK1bGxs6Ovro7+/X1RxEiwvIiJCGC8nJSVRWFiopZsjvWcJYjk0NISpqSnOzs7s3btXi45++PBhXF1daW9vp7m5mX379hESEsJ//ud/iq+RXlsyLnFzc2NxcVFUpQYGBsL6Tor8/HzBkQBEMrx16xYLCwuYmppq+YZKBcnbWkZjY2N88cUXDA0N/UWW8Pnz55HJZGJ/oa+vz+vXrxkYGKC0tFRgv3V0dLh375442LOzs8V9DksQzvDwcIqLi0U35uvry9q1azEwMKCuro7k5GSBiPrJT36Cnp4evb29PHr0SNw7VlZWDA8Pc+3aNY4cOYK1tTWLi4vcuXMHIyMjcRi9fv2atrY29uzZg6enp1hmv3nzBl1dXby8vIRoXFpaGqamplryEiqVirt374rrGB39fbbM//fxo0voUnzyySeUlJSQl5cnUAKzs7MYGBgwOTnJgwcPqK2txdHRkf7+fkxMTPjZz34mxh7T09M0NzdrQZUaGxtpbGxEV1dXbKGlB763t5fo6Ghh2CttxK9fvy4WaZLWQ2RkpOgcJDr2+Pg4GRkZoiqRy+VChlbS0fj888/R0dFhz549BAQEAEvL1MePH9PZ2YmVlRUdHR3Ex8cLU2CA0NBQDA0NiY6OpqKigkuXLjE/P8+aNWtwdnbG2tqaq1evcvHiRTQajVgwbtu2DTc3N5RKpXBaUqvVAs5XVVW1QqtCen/JyckYGBhw8+ZNjIyM8PPzIyAggJCQEL799lvxtcPDw+Tl5WFjY6NFVJqcnNTS1VkeZmZmK6QIpIRuamrKpk2baG1t5fbt20xNTQkBKycnJ1JTU7l7966A+0msxq6uLnp7e7VgqYWFhSwsLBAaGioSel1dHePj4xQXFxMfHy9cjaSuIyUlRXjQFhUVERMTQ3JyMmfOnOH+/fs4ODgIeJulpSU2NjaEhoZSU1Mj9IJ8fX3x8PAgPT2d6Oho8vPzuX//Pjt27BCIqeX+lFJICdXHx4eqqipRzS//XCRdcOnPco1zWOpwJRaqVPCYmpoyOjqqJW0hvefg4GCcnZ359ttvxTLZwcFBONhfuHBBaww1MTFBQkICNjY2WFpacvv2bYGiOXToEGq1Wjxn0tJ4fHyc0tJS7O3tOXToEEZGRiwsLJCVlSVIfVVVVcTFxWFkZERLS4tYoi4PycNzbGwMWNpBWFtbc+XKFfLz84mIiOD69esoFAp27drFpUuXMDY2Zvv27Xz77becOXOGw4cP09PTQ39/P3v27KGqqor29na2bNnC/fv3OXnyJFu3bkUmk1FcXCwKkE2bNpGTk8Pz588ZGxvD3NxcjFG/++478vPzcXBwYM+ePZw4cUJrXPdDxo9u5CLBFqOjowkLC8PW1paysjKKioro7Oxkbm6OsrIy+vr6SE5OJi0tDYVCQUVFBYGBgVhaWgrPxYcPH2JkZMSBAweora3F3t6enTt3YmJiwsDAAFVVVVqt5uzsLHV1ddTU1KBSqWhqakKhUKzoBFxcXOjs7KSjo4Ouri6xkGpoaKCqqoqRkREBlXzy5MmKG9PV1VXg2a2trSksLBQU7pqaGjZs2ICjo6No39asWYO+vj6GhoY0NTXR19eHXC4nMjKSvr4+hoaGMDEx0arKVq9eLWbhQ0NDAgr64MEDIbK0ZcsW3nvvPQCt7+3u7mZ2dhZ7e3sePXoktMBzcnIE4kgKibRTWVmp1W729/cLxEdqairu7u5UV1ejUCh48+aNMDyQlrvl5eVMTEwQHx+Pnp6elpQqoGXcMTk5KZLP5OQkL1684OXLl/T09ODr6ysSjJOTE6Wlpbx+/Zrh4WGGhoaor6+nra2NsLAwLZ9USWff2NgYMzMzLl68KOChenp6uLq6UlRUJJaSGRkZhISECF1sKTlv2rSJzZs3097eTmNjIwcPHkRfX1/AIxsaGsTidrkJg62tLfn5+QwPDxMcHExhYSEymYyysjIcHR1xcHDgzZs3JCQkYGtri7e3N1FRUQJqK4WBgQFHjx4lKSkJfX19mpubOXr0KHFxcVhbW2vtdcLCwggICBDPSkJCArq6urS2tmJjY0N6erpInrC0K5qYmGDVqlVERESQk5NDU1MTmzZtorGxES8vL/z9/fHy8iI6Olr8fCkmJiYoKytjcHAQfX19TE1NKSsro7GxkZmZGTw9PcnIyCAvL4/JyUmt+2zt2rU0NzdTWloqhOIsLS2xsrJidHSUiooKoc8j7dKys7MZGhrCxcUFBwcHampqKCoqora2Fjs7O1JSUtDX1xeSB2vXrqW1tVVo3AwODgr3LoVCgaurK5aWlhQUFNDd3c3i4iLV1dUi6e/evRtjY2NycnL+G7b4l8LPzw8HBweuXLkiFoNTU1Nain++vr5kZGSgUqmwtramtbVVnM5HjhzBwsKC5ORkcYN6enoyNTW1okKanJwULkDSAnNhYUGLlQasWEJ+X0hjBkkEa7mudUZGBpmZmYSHhxMVFUVERIS4iRUKhdCDkWK5/ZkUc3NzK5ioy2NgYIArV64I6y+NRsO1a9fEGCYzM5Pc3FxWrVpFbm6uqOg2btzIyMgIRUVFgihSVlYmCBi+vr4EBgZy8+ZNAgICSEtLY2pqSkDfloekZ2NpaSlmvtJS8+HDh5w8eZLExERiY2NF1QNLh4GUAGHpgJGWqm9HS0sLLi4uxMbG4u/vz9zcnJBqjYyMZGRkRCT15SGTyaioqBDjHEkRsaioiLq6OhYXF0Uyh6Vklpqayq1btzh9+rQwFv7jH/+oBbWrqqoiLCyM0dFRZDIZCoWCxMRERkdHRbdYXV2Nrq4uGzdu5NmzZ8TExLB+/XrhbNTU1MTi4qK4Btu3bxfJQ0IRwVLlm56eLtiVku3h6dOniYiIICgoCFiSNFi9erVAeB05coTr16/z9OlTfHx8qK2tRaPREBgYyOTkJC0tLVy4cAELCwvBmDYyMhJ/f/XqldAMT0hIICwsjCdPnmjNxouLi3n27BmOjo50dHQQHh6Om5sbtbW1VFdXax3+EopJwopv374dMzMzvv32W1GcRUZGsm7dOrKzs8V1fPu5kLqZ5ZLGsDRaejskPoajoyO6urqUlZXx7rvvkpaWxtWrV7WQVQ8fPmRhYUH8Wd4FSvo6bwub/bXiR5/QYenGfVvz5Ny5c3h7exMYGIinpyeOjo6oVCqUSiVXrlzBwsKCI0eOoKurKyoA+C95XsnUVi6Xi0rJxsaGo0ePrlBMk4ycYWkB+dOf/hQrKyutD3lhYUHr0FkumSvdgJIedXh4ONPT0+Tl5ZGXlycSrlQlHz9+XCtJBAYGCojb8qVxTEwMPj4+Qs/5/PnzAhPu6OhIe3s733zzjWBGtra24ufnh1KpJDIyktu3b3Pu3DksLCw4evQon3/+OVNTU2zduhVfX18tOdPY2FjWrVuHTCZjbGyM2dlZbG1thUPNixcvBLRsdnaWsLAw8vPzqa6uFsske3t7gcl3d3cXB5tKpRK69JcuXaK+vn5Fy7pr1y5MTU2Zm5tjdnZWC0liaWkp5GSluaY06zYzM8PExGQFgqioqEjLZs3a2lrorgwPD+Ps7ExjYyMNDQ2COSyNpiSxprq6OlxdXdmyZQs2NjZCD+Tq1avIZDLMzc3R0dFBrVbj5eWlZSD94YcfAksJQ6lUoqenx/r16/H19eXu3btaBYSnp6cQwKqoqMDLywu1Ws3Vq1eZnZ3l008/5ezZs9jZ2XHo0CEyMzMpKioS3WdmZiYLCwtYWFhw6NAhFAoFqampfPnll6SnpzM9PS1YnMvNHQ4fPoypqSnXrl0jNjYWmUxGdHQ0lZWV4j6ToL8GBgYioefl5fHdd9/h6enJvn37OHfuHAMDA6SmphIQEIBaraa5uZmcnBytMZCkJQP/pU0jMV0HBgYwNjbWwv5v3LiR1atX09XVpTVaTU5OFsQw6Zlat24dNjY24jmWbAKl5FxTU7PCk1eKkZERYa6ip6cnnMqkGBwcFCznv3b8qBP64uKicE0xMzPD2NgYIyMjUlNTxbikpqZGYMkBMd+VyWRa7kFvx5o1a9i0aRMZGRkYGBiQlJTEw4cPqaqqEpUNLHUD6enp2NnZceDAAeFVeeTIEVG9wVJl1tPTQ2RkJIWFhVRWVrJu3ToWFxcpKSnBw8OD5ORkWltbUalU/OIXv2Djxo3fC8OysLBg9+7drF69mtOnT9Pe3s6OHTsErC8tLY3c3FwqKyuJiYnB0NCQs2fPMjMzw4cffsjZs2dxd3fn8OHDlJSUaHUUKpVqxQjIy8tLKEUODQ0xPT29QlApLy+P2dlZkpOTxaElk8n45ptv6OrqIiQkhJSUFB49ekRjYyMbNmwgOjqa7OxsioqKhP0dLCV8ySRgeHhYi4DU2dlJYmIiAQEBfPnll4SEhAin+I8++kgk5vz8fIFMyMnJoa+vj/379wt9EmtraxoaGnjy5An9/f24uroyOTkp/n9SUhJeXl709PTQ09OjRSqBJby/BEn8n0VLSwuXLl0SVb6Li4vWmOHevXuoVKoVrkWS9r70dyns7e1Zt26dILnBEs4+Li4Of39/KioqmJubIz09nc7OTvbv3y+Evvr6+lAoFGzdulXgvicnJ0Ux5OTkRFVVFcbGxhgbGwt5AymePXuGj48PwcHB3L17l2vXrrFp0yYWFxext7ensLCQp0+falWomZmZItmOjo6Kzs/f3593330XPT09lEolpaWlQl5DX18fhUIhRmNSZGRk0N3djbW1NV1dXezcuRN7e3tgqeMcGRkR/z03NxeVSsXHH3+Mi4uLVkI3NjbGz8+PwcFBWltbhQ3lxx9/LO7Rzz77DD09PW7cuCEOCWNjY5KTk8nMzBR5w8fHR4wlYUkm5G3HsGfPntHa2srOnTtXyAz/0PGjTejj4+M8fPiQlpYWQQHOyMgQutHOzs6kpKTQ0tJCSUnJCtKGJEdqa2uLnZ0dtra2YiwgGck2NjYyPDyMn58fERERlJWV8eTJE7y9vcXI5OHDh0xPT4tqRRrdVFZWEhwcLH7XjIwMlEolKSkp9Pf3U1VVRWJiIvX19YyNjbFlyxaxQD116hTffPMN0dHR3+ts0tvby7179/Dz8yMkJIT09HTS09MpLy9nzZo1hIWFoVQqOX36tOhGOjs72bdvH87Oztja2tLR0YFcLhf629evXweWMPyenp7o6ekJbG5hYSHj4+OC8n3p0iUGBgaEKNa+fftoa2sTaAmpErl37x6GhoZaLedy4wNTU1NSU1OJiYkhMzNTVED//u///hc/92PHjmFsbExxcTEajUbIGNy8eZMXL16wdu1aIRUcHx/P+vXrsbOz486dO5w6dUqYR9+5c4eGhgYsLS3Zv38/Pj4+fP3117i7u6Ovr09mZiaenp4YGBhoJWAplEol+/fv1zJXmJ+f5+TJkwJGmJyczOLiIv39/fT39wulwOVRXV2Nr68vvr6+3L59WxxqjY2NdHZ2YmpqKhbx/f39PHnyRAvyaGpqSl5eHkVFRYIsdubMGXp6eoQROiwdYNXV1aJSlEzGl7sDLR9zfF8YGhqiVCrR1dUlOTmZhw8fii7t8ePHjI2N4e7uzrZt2zhz5gxeXl5YWFgIJvPQ0BBv3rwhNDSU1NRUcfhKh1d/fz+2trbU1dVx48YNzMzM+Pjjj/nqq69Ep7m8+PDz8xNEoK6uLurr61EqlQQHBzM9Pc3jx4/p6uoSyffgwYO8evWKBw8eYGZmJrq8ffv2cfHiRS5evCiKNUmDfXnFf+zYMZ49e8bExARbt26lr6+P8vJy4ZYFS/mgvb2ddevW8fz5c7Zt28bc3ByPHj3i5MmT7Nmz5396jf9v40eX0JdX2jKZjO3btxMSEoKOjg4ymUxrFCGRe97e3sNSFTg+Po6XlxfOzs7Cnk1HR4ddu3YJwg4sVa09PT1s27aNr7/+muzsbDZt2kRNTQ1VVVWsX79ejC3Cw8NXJP4HDx4wPz8vqOOBgYE8ePCAnp4eioqKMDU1FQQJuVyORqNhYGCA9PR0Vq1axTvvvKNVpa9du5b6+notBIPUruvp6ZGeni7o711dXXR1dREVFSWSqqOjIxUVFSwuLqJWq3ny5ImgnqvVamJiYkRVvGPHDiYnJ8nKyhLJaGRkhH379mFnZ0dubi4zMzNs3ryZNWvWkJ6ernW9P/74YzFaAu2EDktLU0lEaXmkpKSgVCqxtrYmOztbPMj5+fkkJSWhUqmwsrISB3JtbS3Z2dl4e3szMTGBRqMRTF4/Pz9Wr17NF198IZJtU1MTGzduJCoqSviyDg0NERgYSGJiIp9//jlffvklsNQR7dixg7KyMsbHx4mMjOTx48cUFRWxfv168Ts/evSIqakp9u3bx40bN5ientaSTF1YWODBgwdao5Wf/vSnWFpaCof7gwcPkp6eLliZSqWSqakpsrOzKSwsRC6XC5Jabm4uv/jFLxgdHSUnJ0fPppQ6AAAgAElEQVQsNHt6elAqlVrmDDY2NhQXF4vFcUtLi5C9VSgU9Pf3c+zYMWQyGZOTk0xOTlJQUCDgl9K9+TbkUor5+XkhhaGjo8PMzAyGhoasXbsWa2trLUlcOzs7hoeHsbKyQkdHR3QgEr79/v372Nvbc+DAAYyNjXF1daWjo4Nf/vKXtLS0iHvz+PHjJCYmYmVlJQ6j/fv3o6OjQ0hICJmZmRQWFqJQKNDX1xfGHWfOnOHatWusWbMGWKq833vvPc6dOye63EuXLomiQHrfr1+/pqSkhLi4OCIjI6mtraWoqIi2tjbc3NwoLi6muLiYuLg4wsPDef78ObOzs0RGRqJUKrlx4wZnz55Fo9FoLZN/yPjRORYtZ5HFx8eLGwjQ0gGfmpri9u3bXLx4UdiCSbF27VrWrVvH4OAgN27c4Le//S1Pnjyho6MDjUbDrVu3VjDHvvrqK54/f87q1at5/fo1LS0tpKenY29vT1xcnPg6qcqempri2bNnlJeX8+bNG5KTkwUE0s/PD11dXXJzc2loaCAsLIzBwUFu3brF8ePHxWsZGBjw85//XCwDJWaZubk5n332mWgLl0d5eTnV1dW0tLRowQ2XC/o7OTkxNzdHf38/2dnZjI6OsmPHDtatW0d7ezv19fWiMvHy8hLiZsvDz89PWNlJs1E7OzshdiTFyZMnuXfvHp2dnWg0GpHQNRoNTU1NnD59msuXLzM7OyteD5bmjo6Ojsjlcmpra/H09CQoKIi8vDx6enpobm7Gz89PfPZbt27FyMiI27dv09TUhK6uLk5OTszPz69gHwLid5G+f3p6mpmZGVatWrWiIv/FL36Bp6cnbW1tBAQECC3+nJwc0VVUV1cLDoCfnx/e3t6ieoOlLu3ixYuUlZUJVyldXV1xUJWWlgo9kqSkJHp7exkeHqajo4M//elPFBYWEh4ezt/8zd8Ij1xLS0vkcjmrVq1aoTff2dnJ/fv3BQJLslTs6+ujvr6eixcvYm5uzocffsj+/fuBpfGIiYkJtra2KBQKGhsbhaOQkZERx44d45/+6Z/45JNP2LFjh9bPs7e3JyAgQOwE1Gq1cLx6u8t8+PAhx48f5w9/+AP37t0Tolf379/n3r17uLu7c/ToUTGe8PDwENdi+cEvFUvSvNrd3V0AIRQKBUFBQVRVVVFdXY2TkxP6+voYGBhw4MABDAwMxFJfrVZjb28vIKqwtGhft24dSUlJogDJzc0lODiY5ORkAEE0kmwcMzIyxOcnvXdplGZnZ8fWrVvFM/m2ZMcPFT862OLQ0JC4SVtaWigsLGRsbAxjY2OGh4dpbm7GysqKy5cv09XVxdq1a3nnnXcoKysjNTWV8fFxenp62Lt3L9HR0Tg5OTE1NUVZWZnQhejr6yMuLo59+/YJAR5fX19UKpVIXuXl5czPz7N161YhHTA7O8v8/DwGBgaMj49TVlZGXV0dLi4ugtUJiBZRqn4k27Lh4WGio6PZt28fY2NjQujo7t27WFtbC5el0tJS1Go1GRkZzM/P4+fnx8DAABYWFvz6178mPj4eDw8PrYRiZGRESUkJAwMDeHp6ioqmsLCQkJAQYUBQVVVFW1sbw8PDmJmZ4ebmxs2bN7WqSlg6uKSqxMTEBB8fH+FpKs0nnZ2dhUaGBAeT5vNNTU3k5uaio6PDxo0b2b59O7W1tZibmwtFR8l/88WLF8TGxhIRESFkWDUaDSkpKeIQkPTYX79+TUdHh6Ci3759m+rqauRyOfHx8VhYWNDd3S3grhUVFRgaGqLRaMQ9UFJSgrOzMxYWFoyNjeHh4UFTUxMNDQ2kpqYKL9vm5maKi4uFPK6tra3owgwMDCgpKRHV6MWLFxkZGWHbtm2CyTw+Pk5JSQlOTk7k5OQQExODq6urGKPAUkeqVqs5cuQIUVFRQjteKi4khqRkih0eHi5m+wMDAxQUFNDZ2YmlpSUqlYrh4WFevXqFjY0NR44cwcTEBIVCwcLCAoWFhXh4eKCrq8v58+cxMDDgyJEj2NnZUVBQgKGhIW5ubkJLfDmUdXh4mK6uLnx9fZmdneXVq1f4+fnR2dnJs2fPCAkJYfXq1QwODnLw4EEcHR1Rq9XU19drQSVhCU+vp6eHkZERenp6KBQKCgoKxJx9165d1NbWkpSURGhoqBinDg8Pi13V9PS0gGHOzc0RHh6Oo6OjeK709PREJ1lQUMCLFy9WsJ5bWlq03MJgqaiSFr36+vq0tLTQ0NCASqXCyMiIQ4cOIZfL0dXVFWTC0dFR7t+/z6tXr4ScNvw3UxRYWkJUVlby05/+VOBWS0pKtLSWb9++jaOjI2lpadjY2JCRkYGenp7Q2L5586ZAIAwODq5YvgBCEMrc3JzJyUlSUlLw8fHh7NmzWlTmt82Lvy9aW1v5j//4D7Htl8vlWlZmHR0dhIWFkZycjJGREbBkKFxdXU16ejrDw8MkJSUxMjIiqh2JHPTJJ5+gVCqpqqoS78vFxYXLly8jk8nYuHEj6enp7Nq1i7a2NoENhiUkh6Ghoaj89fT0WLdunRaM6+TJkygUCrZs2UJmZqaYyT5//hy1Wo2ZmRmjo6PU1tby8OFDfHx82LNnDzdv3qSpqYlDhw6RkpJCRUWFMOOAJd2RoKAgtm/fLrQ2urq6RDfQ0NDA3bt3xZhImqEGBgaKw6W2tpbKykqhz7Fco2Nubo6CggK8vb2JjY3F2dkZHR0dkYSTkpLQ1dXl2bNnWsbjg4ODhIaGsm3bNtRqNSdPnuT27dtC00RCx0hz5HPnzgnIpLOzM5WVlejr64vOSbo/jI2N+eijj4RYFiwxVcvLy8UcWi6Xc/XqVS1auhTnz5/HxMQEe3t7LCwsGBgYYGBggDdv3mBtbc2ePXvw9/dHR0eHpqYm5ufnOXr0qICXSnN3KYnFxMQwNjaGRqPByMiIuLg4SkpKBMxxZmaGjz76SCxI3d3dycvLIzIykhcvXpCTk0NISAh6enqCG/HgwQPOnz/P5s2bgaU9QF1dHT4+PqSlpTExMUFdXR1FRUXs37+fNWvW8PLlS2ESI92D0sJdcpSSFp+whI0PCgoiJyeHyspKtm/frnWdrKysUKlUK/YBz549Iysr63v9DmCJgWxra8udO3cwMzNjz549lJaWrngdibkrdUbLoc2enp5kZmaiVqvFQSwZmtja2rJt2zaCgoL4z//8T+Fo9UPHjy6hSyFpmkuz4rdpyJK7iVqtFipwCoUCZ2dnAAEdm5+fF8qBEqRNquhPnjwJLM2MJyYmvpfVuHnzZlHhLS4uCviaZLIhxZo1a5ibmxN/3o6SkhIaGxtxdHQUv4+hoaHQ6y4rK/teu7Xz58/j6+uLv7+/UJUsKChgbGxMS5dGMk82MTHRMpqYnp7WQky8zQp1dXVl7969jI6OMjs7i5ubG8HBwejp6WlJ2ra1taFUKtm9eze6urpERkZSU1NDWVkZOjo6WrhxKSorK+nt7SU8PBwTExMWFxdxcXFBJpOxc+dOTp8+Lb7v5cuXNDY2ChQKIESh5HK5WI69HQ0NDUxPT+Pu7o67uzsODg5C3zoxMZGoqKgV45jS0lIaGxtZtWoVMplMizh27do1BgYGGBwcXJEc/mf8g8nJSU6ePCkIYAqFAkNDQ619wuPHjzExMSEqKorx8XFReb733nsMDQ0JxM3yRR0gdHIkxMiaNWvIyMhgdHQUNzc3BgYGVrT4yw9tXV1dwaWQFoh2dnZ0dnYyOjqKiYkJa9as4fbt24LtGhoaSlpaGpmZ/0975x4U1ZUm8N+B5qm0vANqC2qUhLRiRCUiEI1jfKAE46OCiYmpMWaSMRtnpyrubNXMxP1n/9vammQymTFjHruJMZVVRycaR8c4MREhhocIIvgA5BFAQeXdDX32j+57prtpoM0oEOf+qiiavodzv3vueX7nO993nJ6eHh5++GGCg4P59NNP2bVrF2A325w0aZKqE0ajkfT0dI4fP65Mb9va2khMTGT8+PEcO3ZMDSINDQ3qx1n2goICEhISmDFjBidOnODgwYMYDAYWLVrE0aNHSUhIICcnh0uXLrm4TQBUpK/Q0FAMBoMKzwh2tYtm6PDoo49SUFDQb1UKqMNizc3N/QJ2aK4/DAZDvwAh48aNw2g0eqyjdxLxj0Zm/77MmTNHOp+E85Zjx47x9ddfM2bMGLWJFxAQwPTp011evLO3Q7CPqEFBQS6HG4QQvPDCC8TExPDmm28q/dzmzZuJiIhw8cMdEBBAamoq169f5+zZs6xcuVLNSNetW+ciY09PD7/97W8ZM2YMoaGhVFZW8uKLL6rZHdjD3VVUVBASEsLatWupra1Vp0s9bZiMGTOG5ORkkpOTOX78OOXl5axdu1adWnU3exszZow6SKMNCkIIjz42tLBwYDcFdV96OvuZT01NJSQkRFkBOJOYmIi/vz+9vb1YrVaXDbXx48djNpvV7EvzrV1QUOCyWtFUABaLxaUcfH19VSejkZKSorwRgn0w+v3vf09jYyOxsbEsWbJE+WXX7uFswqoRHh6Ov78/3333HSaTialTp9LS0kJLS0u/uK4RERHKfW5kZCRff/01165dIyQkhC1btqgJRkVFhUv5ZGRkYDAYlK6+u7ubrq4ul0lCdnY2M2bMwMfHR9VzcI2VCbBr1y4XF71RUVFcu3ZNvVvnMG1gV0eZzWalVlq5ciXR0dG0t7fT1tZGW1sbt27dUo7AvCE6Olr5TQe7Dn3s2LEugUvArurTJk7azNWZ559/nkmTJtHS0sIbb7zBqlWrlIM0QLmlda4j4Lq5Pn/+fJYsWcL7779PQ0MDs2bNoqioSAVoBvvqSbPtB7vrW20Adu8rNKd4c+bM4ezZs6ptRURE0NrayoIFC6ipqXFpJ2FhYbzyyitKrfrxxx+r+p+WlkZRURHt7e0YjUbllfVnP/uZ1+XtjBDiWynlHE/XfnAzdK2Sa6fDHnjgAeLi4mhpaVEdelBQEFu2bKGwsFAt5ywWCyaTiZSUFIKCgvjTn/7E/PnziY2NpaKigpaWFmWG19raquIOamzbto3Ozk7eeustZsyYQXJyMp2dnergi/NJsBMnTtDW1sb69esJDQ3lrbfe4sCBAzz//PP4+PjQ3t5OZWUlfn5+tLW1MXbsWBXzE+wbaJ988omLtYjZbCY9PR2DwcCDDz5IcXExQgiysrJYsWIFly5dcjkB19HRQUlJidK5gr1i9fb2kpuby4QJE7DZbLS2tqojyWDfG6iurmbt2rVMnDiRsrIyF5tzd3tsZ65cuYKfnx8Gg8Hl4E9KSgpLly5VM5qYmBh1j+TkZEpKStSMsb29XUUOqqmpUYPs9u3bOXz4MPX19WzatImSkhLy8vJISEhQA1JNTQ2NjY3KHYPJZGLy5MksXrxY+e7RzDM1nnjiCZKSkhBCKKsW587ziy++cFEJZGVlqVWe1Wrl8OHD6p1ZrVbCwsJUyDVnampq2Lhxo8sBpurqapdZYn5+vopH293dTXBwMJMmTVKqjuDgYFpaWrh69Srp6enKxnnChAls3ryZxsZG6uvrqa2tddFLa6qe3t5eLly4wOXLl5X/G7AP4prvm/Hjx1NfX8+iRYuYNWuWmrWXlZW5RHdynxg0NDQQGxur4odqREdHqxmxwWCgtbXVZaDX/MCEhYWp0HkaFouFjz76iO+++46cnBx1pH7x4sXk5eWplVNubi7ffPON6uC1QOXLli3jd7/7HQaDgZqaGurq6pgwYQIdHR2cOXNG+XBPSUlxWV3df//9yl1Bd3e3GiCysrJ49913lSVMZmYmJ06coKOjQ23amkwmtT+mDRTp6eksXLiQCxcuqPqnW7k4ePzxx9Vng8HA5MmT8fX1VZUkKyuLrq4u6urqlL4X7LPTpqYmIiIimDVrlprR22w2cnNzMRqNqlNtbW2lubnZxSxQi03o6+urTNFSU1O57777OHTokJrFNTY2kpeXx+zZs5k4cSJjx45l+fLl1NbWKvVBSUkJUko1s3deQnd3dyt7erCbGGqnKnfu3EljY6MK0qttMBoMBhdVBNgbyEsvvcS2bdvw8fEhLS2NBx98kIKCAiIjI9mwYQOrV6/GYrGo5+zr6+PEiRPExMSQmJhIdXV1vw58/fr1vPbaa2zduhWj0ag2rcC+DN+2bRuvvPKK8nYIf9fblpaWEh0draJE1dXVqZOkmi7fx8dHuW596aWXALv/7cuXL1NYWKj04UuWLCE8PJz9+/erGVR+fj6BgYFkZmbS19fnMqvr6+vrpw8NDAzks88+UycCzWYzV69eVZvjpaWlSle8fft2IiIi2LNnj7peXl6OxWJRFh/a+zh27Bg3b95U9WnevHlUVVW5uGvo7u5m3759hIWF4efnp2KF7t27F5vNphzNPfbYY1itVrVSzM/PVyqttLQ0Fi5cSFFREUeOHGHixImkpKQoc7wpU6bg7+/Prl27OH36ND4+PsycOZPy8nLV6dpsNvbt26cCHr/wwgtMmzaNU6dOYTAYVDCTy5cvEx4ezqZNmwgKCqKnp4esrCxVh3/yk5+Qk5ODv78/wcHBZGdn4+fnR3d3N8uWLSMzM9PFN47G7t27VWcaExOj9oisViu7d++mtraWNWvWMH36dObPn09nZyc+Pj48++yzKo/U1NR+MQTS0tLo6upCSsnKlSsJCAhQ98nNzcVqtZKenq48lzof3lq/fj0hISGcPHkSk8mkbNOdVxcJCQlqcFi+fDl+fn7qENbf/vY3ddoW7PsymvpXe3732Lx3Cq86dCHEMiHEBSHERSHEv3m4HiCE2OO4nieEiL/Tgmpohyzi4+PJzc3l6NGjSCkpLy9XvkGMRiNFRUWcOnUKf39/tm/fzo9//GMCAwPZvXs3+/btY9q0abS1tSkTxHnz5hEYGEhwcLAyIfT39+eZZ54B7O4zL168yMKFC9XM3dfXV9lpa3J89tlnLhuNYJ9dT58+nePHj3P9+nWKioqYMGEC06ZNIzIyUnXojY2N7Ny5k4qKCjXrTEtLY9WqVeTk5NDR0cHOnTtVTM/y8nI1IGkHon75y1+yefNmOjo6+OCDD2hpacFms9HV1cWHH35IQECA8mgXFRVFamoqxcXF6gDWjRs3MJvNvPfee+zbtw+j0cjmzZvZvn27ivpus9n4+OOP6e7uZtOmTbz22mvK34x2Ik+z/126dCl1dXUUFhZSU1NDYmIi999/Pz4+Ply4cIGTJ09SX19PZmYmCxYsYOPGjbS3t/POO+/Q1NREQEAAzc3NHDx4kPvuu0/Zffv7+7N69Wra2tr4/PPPuXnzJufPn2f27NnK6ZFm7VFZWcnbb79NVVWVOgj085//nJdffpmpU6dy9OhR3nvvPbX5VlpaSkNDA/v378dkMpGZmUlgYCBPPfWUcuFgsVg4e/Ys48aNIykpScVBvXLlCmfOnOGRRx5RHjcTExNVgA7tXR86dIhbt27x5JNPEhoaislkYtmyZZSXl3P06FF6enoIDAwkKiqKmTNnqoM3hYWFmM1mVQczMjJIS0tTkaOklBQXFxMUFEROTg4//elPiY+P58iRI7z77ruYTCZsNhtnz56lr6+PvXv3cu7cORYvXqxMU3/0ox9hsVj48ssvsdls7N27l87OTtatW0dcXBzPPfccvb29LgYCmiVPR0cHGzZsICkpiXXr1tHU1MSePXvo7e3l6tWrlJeXs2jRIuLj4zEajTzwwAP85S9/4cCBA0RGRtLY2IjVauWTTz6hqqqK7OxsEhMTAfsAFR0dzalTp9TgnJ2draxQHnroIV599VXCwsI4ePCgMj+dMmUKycnJlJWVUV9fT35+PmazmcjISEJCQqiurlZuswEV0KWtrY3HHntMGSpoEx+j0cjly5eVjj0xMRGz2ax86VRUVJCamqoGiebmZs6ePcv+/fvV2Qjt951mSLNFIYQv8DmwFPhP4Dc7duz48vXXX1dTwh07drwIjJNSPr5jx4524JXXX3/908Hy/Ue9LWohsPLy8mhpaeHixYvMmTOH+Ph4ZYbY1NRESkoKCQkJGI1GHn74YYQQnDlzhurqavr6+rh8+TJ+fn6sWbMGg8HA+fPnqayspL29nTVr1hAXF8dXX31FU1MT0dHRZGVluSybQ0JCsFqt5OfnK299K1ascLHHFkIob3zffvstt27dIiMjg/Hjxytn+cHBwcrn+oYNG2hoaKCrq0tFn4mIiCApKYnr16+Tn5/PtWvXsFqttLS0kJubq45Sa5tPcXFxKuqPzWajoaEBg8HApk2bXNzYmkwmZaOubcJduXIFi8XC8uXLyczMVKfqNJesZWVltLa28vTTTyvrkWnTpnHz5k3y8vLo6emhuLiY5ORk0tPTKS4uVvrZFStWMG7cOKqqqigpKaGmpoaZM2eqziQ0NJSEhAQVJNpisdDU1ITNZuPpp592UYMZjUZsNhv5+flq8/PJJ58kJCSE0tJSOjs7qa+v5/PPPycsLIx169Zx7tw5EhMTSUpKIiAggIceeojw8HCKi4vViq2xsVG5jNi4caNagQQHBxMbG8vp06e5cuUKVVVVzJ07lylTpiif5yUlJepe3d3dFBQUkJiYyNy5c6moqFBqi9OnT/Poo48yc+ZMSktLsVqtrFy5kq6uLlWno6KiSEpKIiYmhry8PPLz8+nr6yMrK0uVg2Y+arFYyMvL4+bNm5SVlTFz5kzlBdNsNhMeHk5JSYk6Ldra2kpNTQ1lZWUsWbLE5SyFdky/oKBADZSZmZnK1n3s2LFMmzaNwsJCFzv8rq4ucnJyVGcVERFBWFgYubm5XL9+nfLycnp7e1mzZo2Knaqp+7QYszabjfPnz1NbW8uqVatUBCTtWbVgK1pnra3MV69eTUZGBoGBgURHR5OXl0dVVRWhoaFkZGSoeKtae9DuW1lZSV1dHX5+fmzdupXq6mpKSkq4cuWKCpatrSI7Ojowm81kZWVx+vRp6urqGD9+vDI20ILeBAUFKb/5J0+epKGhgeLiYuLi4tiwYQOnTp26a94Wh9wUFULMB16XUi51/P0LACnlfzqlOeJIkyuEMADfAVFykMy/76boX//6V7766iumTJlCVFSUi/XE5MmTiY6OVh0r2Edt5whEYJ8Ju1usaA7nnfNz/y42NlbpT51xNk8CVPAGd5yjCCUlJREYGEhlZaXLYQmz2Uxra6va/PPkCL+4uLjfJujcuXP7OZjS3IVqmEwmFf7LmYsXL7pEeHGWzxnnsomOjnbZTAW7XlXzPwL2Q0nh4eEUFBSozSlP5Txr1qx+wYo7Ojr62Sd7Kgubzeair/aUP6CCIYB9g8zZFA7sunt39xDx8fHqBLAzznlPnTqVyMhIlzqn1ZOrV68qtU9KSopLGvj7O9PyS0lJ6VeGg9XLweTSrKWc8VSmA+XnXh6e0jQ3NysTWLB39Jof/4Hk0tRFnZ2das8rJSWF0tJSF79KWjp3+vr6cO83PNWfwdrxYN/V1NQoPb7WXiwWi1oRaP3J98l/9uzZ+Pn5kZeXR1RUFC+//HK/5/OGwTZFvenQ1wLLpJSbHX9vBFKklFud0pxzpKl1/H3JkeaaW15bgC0AkyZNSna3pvCG/fv3q1lOQEAAUkoX3Zb7d+4vWsM5iotzOmdn/d7m5en/POGcl7+/P0IIl//Toi15k5dzGl9f3wEd5nuTl7fpvEmjuRWGwZ/Hm7ysVquyPrjdZxzsO2/ej7fpNLmcZfVGhsHkslgsatPxdsrLW/mHu04MlM79ue+2XN58N1Qb/b55+fj4KJNFLd2vf/3rAZ9xMEaNlYuU8g/AH8A+Q/8+eWRnZ5Odne2eLx0dHS4zceeXMog83LhxwyXUmZRS6S81NJ8ng+UF9iPw7pF23NH8xTjn1d7e3m8VYbVah7RZ7erqwmazDenBrbW11eUZPdHW1qb8cw+Ep3L2RG9vLz09PS5y9fT09OuUPT23OzabTZl7DSW/5lMd7AOLxWJRzrg0LBbLkO/x2rVryk3DQPT19dHT06P0q2Df6PT19R3yvd24cUO5Eh6I7u5uAgICXFZ6HR0dBAUF9VuJOSOlpL293UU15Ynm5mZ10nQgrFYrFovljtQvzX+Jc/vwVMdbWloICwsbVC7NRfJQz6iFpHR2j+Fe57RO13lg8DTwW61WfHx8XPLq7OwkKChIyeru8kD7P+Cu259r/OBULjo6Ojr/zAw2Q/fGyuUbYJoQYrIQwh94CjjgluYA8Jzj81rg+GCduY6Ojo7OnWdIlYuUslcIsRU4AvgCu6SUpUKI/wDOSCkPAH8E/kcIcRFowd7p6+jo6OgMI17p0KWUh4BDbt/9yulzN7DO/f90dHR0dIaPH9xJUR0dHR0dz+gduo6Ojs49woh5WxRCNAO3b4huJxLo78R85BmtcsHolU2X6/bQ5bo97kW54qSUUZ4ujFiH/o8ghDgzkNnOSDJa5YLRK5su1+2hy3V7/LPJpatcdHR0dO4R9A5dR0dH5x7hh9qhe/Q0NgoYrXLB6JVNl+v20OW6Pf6p5PpB6tB1dHR0dPrzQ52h6+jo6Oi4oXfoOjo6OvcIo7pDH02h725Trk1CiGYhRJHjZ/MwybVLCNHk8E/v6boQQvzGIfdZIcRsT+lGQK6FQoibTuX1K0/p7rBMJiHEF0KIMiFEqRDiVQ9phr28vJRr2MvLcd9AIUS+EKLYIdsOD2mGvU16KddItUlfIUShEOLPHq7d+bKSUo7KH+yOwC4BUwB/oBhIdEvzMvC24/NTwJ5RItcm4M0RKLMMYDZwboDrK4DDgAAeAfJGiVwLgT8Pc1nFArMdn0OACg/vcdjLy0u5hr28HPcVwFjHZz8gD3jELc1ItElv5BqpNvmvwEee3tfdKKvRPEOfB1yUUl6WUlqAj4En3NI8Abzv+PwpsFgM5hl/+OQaEaSUX2L3djkQTwAfSDungVAhROwg6YdLrmFHStkgpSxwfG4DzgMT3J2LBfgAAAKPSURBVJINe3l5KdeI4CgHLU6cn+PH3api2Nukl3INO0KIiUAm8M4ASe54WY3mDn0CcNXp71r6V2yVRkrZC9wEIkaBXABrHMv0T4UQJg/XRwJvZR8J5juWzIeFEP0DU95FHEvdh7HP7JwZ0fIaRC4YofJyqBCKgCbgqJRywDIbxjbpjVww/G3yv4HXANsA1+94WY3mDv2HzEEgXko5EzjK30dhHc8UYPdPkQS8AewfrhsLIcYC/wdsk1LeGq77DsUQco1YeUkp+6SUs4CJwDwhhHm47j0YXsg1rG1SCLESaJJSfjtk4jvIaO7Q6wDnUXSi4zuPaYQ99N044Dp3lyHlklJel1JqEWPfAZLvskze4k2ZDjtSylvaklnafe/7CSEGD+p5BxBC+GHvND+UUu71kGREymsouUaqvNxkuAF8ASxzuzQSbXJIuUagTS4AsoQQVdjVso8JIf7XLc0dL6vR3KGP1tB3Q8rlpmfNwq4HHQ0cAJ51WG88AtyUUjaMtFBCiBhNdyiEmIe9Xt7VTsBxvz8C56WU/zVAsmEvL2/kGonyctwrSggR6vgcBCwByt2SDXub9Eau4W6TUspfSCknSinjsfcRx6WUz7glu+Nl5VXEopFAjtLQd17K9S9CiCyg1yHXprstF4AQYjd2C4hIIUQt8GvsG0RIKd/GHnVqBXAR6ASeHyVyrQVeEkL0Al3AU8MwMC8ANgIlDt0rwL8Dk5zkGony8kaukSgvsFvgvC+E8MU+iHwipfzzSLdJL+UakTbpzt0uK/3ov46Ojs49wmhWuejo6Ojo3AZ6h66jo6Nzj6B36Do6Ojr3CHqHrqOjo3OPoHfoOjo6OvcIeoeuo6Ojc4+gd+g6Ojo69wj/D1RKUc9Z/DX1AAAAAElFTkSuQmCC\n","text/plain":["
"]},"metadata":{"tags":[],"needs_background":"light"}}]},{"cell_type":"markdown","metadata":{"id":"-le1iA8u3fS-"},"source":["**Define finite element approximation spaces**"]},{"cell_type":"code","metadata":{"id":"uWeyBcYXuaPq","executionInfo":{"status":"ok","timestamp":1622900697788,"user_tz":-120,"elapsed":27,"user":{"displayName":"Josephine Thuvander","photoUrl":"","userId":"07053203519756350584"}}},"source":["# Generate finite element space\n","VE = VectorElement(\"CG\", mesh.ufl_cell(), 1)\n","\n","V = FunctionSpace(mesh, VE)\n","\n","# Define trial and test functions\n","u = TrialFunction(V)\n","v = TestFunction(V) \n","\n","d = Function(V)"],"execution_count":461,"outputs":[]},{"cell_type":"markdown","metadata":{"id":"OKzE7v-B3o9R"},"source":["**Define boundary conditions**"]},{"cell_type":"code","metadata":{"id":"WAsDDvdKujQT","executionInfo":{"status":"ok","timestamp":1622900697790,"user_tz":-120,"elapsed":29,"user":{"displayName":"Josephine Thuvander","photoUrl":"","userId":"07053203519756350584"}}},"source":["# Define boundary conditions \n","class DirichletBoundaryLower(SubDomain):\n"," def inside(self, x, on_boundary):\n"," return on_boundary and near(x[1], 0.0)\n","\n","class DirichletBoundaryUpper(SubDomain):\n"," def inside(self, x, on_boundary):\n"," return on_boundary and near(x[1], H)\n","\n","class DirichletBoundaryLeft(SubDomain):\n"," def inside(self, x, on_boundary):\n"," return on_boundary and near(x[0], 0.0) \n","\n","class DirichletBoundaryRight(SubDomain):\n"," def inside(self, x, on_boundary):\n"," return on_boundary and near(x[0], L)\n","\n","class DirichletBoundaryObjects(SubDomain):\n"," def inside(self, x, on_boundary):\n"," return on_boundary and (not near(x[0], 0.0)) and (not near(x[0], L)) and (not near(x[1], 0.0)) and (not near(x[1], H))\n","\n","dbc_lower = DirichletBoundaryLower()\n","dbc_upper = DirichletBoundaryUpper()\n","dbc_left = DirichletBoundaryLeft()\n","dbc_right = DirichletBoundaryRight()\n","dbc_objects = DirichletBoundaryObjects()\n","\n","bcu_left0 = DirichletBC(V.sub(0), 0.0, dbc_left)\n","bcu_left1 = DirichletBC(V.sub(1), 0.0, dbc_left)\n","bcu_right0 = DirichletBC(V.sub(0), 0.0, dbc_right)\n","bcu_right1 = DirichletBC(V.sub(1), 0.0, dbc_right)\n","bcu_upper0 = DirichletBC(V.sub(0), 0.0, dbc_upper)\n","bcu_upper1 = DirichletBC(V.sub(1), 0.0, dbc_upper)\n","bcu_lower0 = DirichletBC(V.sub(0), 0.0, dbc_lower)\n","bcu_lower1 = DirichletBC(V.sub(1), 0.0, dbc_lower)\n","bcu_obj0 = DirichletBC(V.sub(0), 0.5, dbc_objects)\n","bcu_obj1 = DirichletBC(V.sub(1), 0.0, dbc_objects)\n","\n","#bcu = [bcu_in0, bcu_in1, bcu_upp0, bcu_upp1, bcu_low0, bcu_low1, bcu_obj0, bcu_obj1]\n","bcu = [bcu_left0, bcu_left1, bcu_right0, bcu_right1, bcu_upper0, bcu_upper1, bcu_lower0, bcu_lower1, bcu_obj0, bcu_obj1]"],"execution_count":462,"outputs":[]},{"cell_type":"markdown","metadata":{"id":"SsQLT38gVbn_"},"source":["# **Results**"]},{"cell_type":"markdown","metadata":{"id":"y0EnzPyU46PX"},"source":["**Define and solve variational problem**"]},{"cell_type":"code","metadata":{"id":"W-bCOI6LuxFi","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1622900697795,"user_tz":-120,"elapsed":33,"user":{"displayName":"Josephine Thuvander","photoUrl":"","userId":"07053203519756350584"}},"outputId":"5be8b180-b8ac-47c3-b1df-23375132482f"},"source":["f = Expression((\"0.0\",\"0.0\"), element = V.ufl_element())\n","\n","dim = u.geometric_dimension()\n","E = 1.0e10 # 1.0e10, 1.6e10, 7.5e10 # Young's modulus\n","nu = 0.3 #0.3, 0.44, 0.17 # Poisson's ration\n","mu = E*0.5/(1+nu)\n","lambda_ = nu*E/((1.0+nu)*(1.0-2.0*nu)) # Lamé coefficient\n","\n","def epsilon(u):\n"," return 0.5*(grad(u) + grad(u).T)\n","\n","def sigma(u):\n"," #return 2.0*mu*epsilon(u)\n"," return lambda_*div(u)*Identity(dim) + 2.0*mu*epsilon(u)\n","\n","# Define variational problem on residual form: r(u,v) = 0\n","residual = ( inner(sigma(u), epsilon(v))*dx - inner(f, v)*dx )\n","\n","au = lhs(residual)\n","Lu = rhs(residual)\n","\n","A = assemble(au)\n","b = assemble(Lu)\n","\n","[bc.apply(A, b) for bc in bcu]\n","[bc.apply(d.vector()) for bc in bcu]\n","\n","solve(A, d.vector(), b, \"bicgstab\", \"default\")"],"execution_count":463,"outputs":[{"output_type":"execute_result","data":{"text/plain":["18"]},"metadata":{"tags":[]},"execution_count":463}]},{"cell_type":"markdown","metadata":{"id":"nl9EBgZU6tMZ"},"source":["**Visualize solution and export files**"]},{"cell_type":"code","metadata":{"id":"JUfvsjZPvBc0","colab":{"base_uri":"https://localhost:8080/","height":233},"executionInfo":{"status":"ok","timestamp":1622900697797,"user_tz":-120,"elapsed":31,"user":{"displayName":"Josephine Thuvander","photoUrl":"","userId":"07053203519756350584"}},"outputId":"883cb2a4-9d1f-4bdd-b4a9-f6528f50cc8a"},"source":["u1 = project(d, V)\n","\n","# Plot solution\n","plt.figure()\n","plot(u1)\n","plt.title(r\"Displacement for $E=$\"+\"{:.1e}\".format(E)+r\", $\\nu$=\"+str(nu))\n","\n","plt.show()"],"execution_count":464,"outputs":[{"output_type":"display_data","data":{"image/png":"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\n","text/plain":["
"]},"metadata":{"tags":[],"needs_background":"light"}}]},{"cell_type":"markdown","metadata":{"id":"TZnPXb-r9xiR"},"source":["**Update mesh**"]},{"cell_type":"code","metadata":{"id":"Hh7E45zw94rW","colab":{"base_uri":"https://localhost:8080/","height":232},"executionInfo":{"status":"ok","timestamp":1622900697798,"user_tz":-120,"elapsed":29,"user":{"displayName":"Josephine Thuvander","photoUrl":"","userId":"07053203519756350584"}},"outputId":"22fab808-f520-4a63-8ffc-631eb283d8e7"},"source":["for i in range(0,1):\n"," ALE.move(mesh, d)\n"," plt.figure()\n"," plot(mesh)\n"," plt.title(r\"$E=$\"+\"{:.1e}\".format(E)+r\", $\\nu$=\"+str(nu))\n"," plt.show()\n","\n","\n"],"execution_count":465,"outputs":[{"output_type":"display_data","data":{"image/png":"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\n","text/plain":["
"]},"metadata":{"tags":[],"needs_background":"light"}}]},{"cell_type":"markdown","metadata":{"id":"_4GLBv0zWr7m"},"source":["# **Discussion**"]},{"cell_type":"markdown","metadata":{"id":"6bcsDSoRXHZe"},"source":["A Elasticity equation was solved with a finite element method.\n","\n","When the cylinders are moved, the mesh is stretched in the regions behind the cylinders and compressed in front of the cylinders. The plots below show displacements and meshes for different values of Young's modulus and Poisson's ratio.\n","\n","![picture](https://drive.google.com/uc?id=1Gkp9Z90a-8tYXv3JFjz1RzbBClIQxzIF)\n","\n","![picture](https://drive.google.com/uc?id=165L-UtSdg52Sx_Z0CBVdhacThfBdShJe)\n","\n","\n","Increasing Young's modulus and the Poisson's ratio, the vertical displacement is increased compared to the first case.\n","\n","![picture](https://drive.google.com/uc?id=12JCQLy-H4_kq36vsNIXRfUWxHci1oOMv)\n","\n","![picture](https://drive.google.com/uc?id=1p620qT_yXJPXD0-yupUco_EwX3NgaJ_p)\n","\n","\n","Increasing the Young's moduls and decreasing the Poisson's ratio, the vertical displacement is decreased and the material is less elastic than the first two cases. \n","\n","![picture](https://drive.google.com/uc?id=19N6EeyNit9HK--oY6PzOxqN4PNCqZfhp)\n","\n","![picture](https://drive.google.com/uc?id=1OojdpikMd0kU5XqkxMATzMcLpC2Tyl6Q)\n","\n","\n","If we move the cylinders more than once, the front of the cylinders are covered by the mesh and the mesh is very compressed in these regions.\n","\n","![picture](https://drive.google.com/uc?id=1c5wFaYTUpkfsCVLMA0xJyOqGMm9qck8b)\n","\n","\n","\n"]}]} \ No newline at end of file From b882e1fd3a66c96254519da5c055dfb8f7a7dd33 Mon Sep 17 00:00:00 2001 From: josephineth <31628266+josephineth@users.noreply.github.com> Date: Sat, 5 Jun 2021 16:11:12 +0200 Subject: [PATCH 2/2] Add files via upload --- Lab4/josephineth-report-Navier-Stokes-ALE.ipynb | 1 + 1 file changed, 1 insertion(+) create mode 100644 Lab4/josephineth-report-Navier-Stokes-ALE.ipynb diff --git a/Lab4/josephineth-report-Navier-Stokes-ALE.ipynb b/Lab4/josephineth-report-Navier-Stokes-ALE.ipynb new file mode 100644 index 0000000..0166bb1 --- /dev/null +++ b/Lab4/josephineth-report-Navier-Stokes-ALE.ipynb @@ -0,0 +1 @@ +{"nbformat":4,"nbformat_minor":0,"metadata":{"colab":{"name":"josephineth-report-Navier-Stokes-ALE.ipynb","provenance":[{"file_id":"https://github.com/johanhoffman/DD2365_VT21/blob/main/template-report-Navier-Stokes-ALE.ipynb","timestamp":1618417752770}],"collapsed_sections":[],"toc_visible":true},"kernelspec":{"name":"python3","display_name":"Python 3"}},"cells":[{"cell_type":"markdown","metadata":{"id":"cyCUwzF-wRoW"},"source":["# **The Navier-Stokes equations - ALE**\n","**Johan Hoffman**\n","\n","Lab: Josephine Thuvander"]},{"cell_type":"markdown","metadata":{"id":"9x_J5FVuPzbm"},"source":["# **Abstract**"]},{"cell_type":"markdown","metadata":{"id":"6UFTSzW7P8kL"},"source":["This short report show an example on how to use FEniCS to solve the Navier-Stokes equations using an ALE method, which is used in the course DD2365 Advanced Computation in Fluid Mechanics, at the KTH Royal Institute of Technology.\n","\n","[DD2365 course website.](https://www.kth.se/social/course/DD2365/)"]},{"cell_type":"markdown","metadata":{"id":"OkT8J7uOWpT3"},"source":["# **About the code**"]},{"cell_type":"code","metadata":{"id":"Pdll1Xc9WP0e","colab":{"base_uri":"https://localhost:8080/","height":36},"executionInfo":{"status":"ok","timestamp":1622567262115,"user_tz":-120,"elapsed":790,"user":{"displayName":"Josephine Thuvander","photoUrl":"","userId":"07053203519756350584"}},"outputId":"4fea2d8b-b1d7-4f7c-a6b0-9aba42c8429f"},"source":["\"\"\"This program is an example file for the course\"\"\"\n","\"\"\"DD2365 Advanced Computation in Fluid Mechanics, \"\"\"\n","\"\"\"KTH Royal Institute of Technology, Stockholm, Sweden.\"\"\"\n","\n","# Copyright (C) 2021 Johan Hoffman (jhoffman@kth.se)\n","\n","# This file is part of the course DD2365 Advanced Computation in Fluid Mechanics\n","# KTH Royal Institute of Technology, Stockholm, Sweden\n","#\n","# This is free software: you can redistribute it and/or modify\n","# it under the terms of the GNU Lesser General Public License v2.\n","\n","# This template is maintained by Johan Hoffman\n","# Please report problems to jhoffman@kth.se"],"execution_count":145,"outputs":[{"output_type":"execute_result","data":{"application/vnd.google.colaboratory.intrinsic+json":{"type":"string"},"text/plain":["'KTH Royal Institute of Technology, Stockholm, Sweden.'"]},"metadata":{"tags":[]},"execution_count":145}]},{"cell_type":"markdown","metadata":{"id":"28xLGz8JX3Hh"},"source":["# **Set up environment**"]},{"cell_type":"code","metadata":{"id":"Xw7VlErAX7NS","executionInfo":{"status":"ok","timestamp":1622567262117,"user_tz":-120,"elapsed":9,"user":{"displayName":"Josephine Thuvander","photoUrl":"","userId":"07053203519756350584"}}},"source":["# Load neccessary modules.\n","from google.colab import files\n","\n","import numpy as np\n","import time\n","\n","# Install FEniCS\n","try:\n"," import dolfin\n","except ImportError as e:\n"," !apt-get install -y -qq software-properties-common\n"," !add-apt-repository -y ppa:fenics-packages/fenics\n"," !apt-get update -qq\n"," !apt install -y --no-install-recommends fenics\n"," !sed -i \"s|#if PETSC_VERSION_MAJOR == 3 && PETSC_VERSION_MINOR <= 8 && PETSC_VERSION_RELEASE == 1|#if 1|\" /usr/include/dolfin/la/PETScLUSolver.h\n"," !rm -rf /usr/lib/python3/dist-packages/mpi4py*\n"," !rm -rf /usr/lib/python3/dist-packages/petsc4py*\n"," !rm -rf /usr/lib/python3/dist-packages/slepc4py*\n"," !rm -rf /usr/lib/petsc/lib/python3/dist-packages/dolfin*\n"," !rm -rf /usr/lib/petsc/lib/python3/dist-packages/mshr*\n"," !wget \"https://drive.google.com/uc?export=download&id=1cT_QBJCOW_eL3BThnval3bcpb8o0w-Ad\" -O /tmp/mpi4py-2.0.0-cp37-cp37m-linux_x86_64.whl\n"," !wget \"https://drive.google.com/uc?export=download&id=119i49bxlGn1mrnhTNmOvM4BqmjrT9Ppr\" -O /tmp/petsc4py-3.7.0-cp37-cp37m-linux_x86_64.whl\n"," !wget \"https://drive.google.com/uc?export=download&id=1-1tVfu8qz3bRC2zvR8n3RESpesWqNnn6\" -O /tmp/slepc4py-3.7.0-cp37-cp37m-linux_x86_64.whl\n"," !wget \"https://drive.google.com/uc?export=download&id=1-3qY4VIJQaXVO1HfGQIzTIURIeJbvX-9\" -O /tmp/fenics_dolfin-2019.2.0.dev0-cp37-cp37m-linux_x86_64.whl\n"," !wget \"https://drive.google.com/uc?export=download&id=1-5SMjgjMuee_9WLeYtGe8N_lvipWEN7W\" -O /tmp/mshr-2019.2.0.dev0-cp37-cp37m-linux_x86_64.whl\n"," !pip3 install /tmp/mpi4py-2.0.0-cp37-cp37m-linux_x86_64.whl --upgrade\n"," !pip3 install /tmp/petsc4py-3.7.0-cp37-cp37m-linux_x86_64.whl --upgrade\n"," !pip3 install /tmp/slepc4py-3.7.0-cp37-cp37m-linux_x86_64.whl --upgrade\n"," !pip3 install /tmp/fenics_dolfin-2019.2.0.dev0-cp37-cp37m-linux_x86_64.whl --upgrade\n"," !pip3 install /tmp/mshr-2019.2.0.dev0-cp37-cp37m-linux_x86_64.whl --upgrade\n"," !pip3 -q install --upgrade sympy\n"," import dolfin\n","\n","from dolfin import *; from mshr import *\n","\n","import dolfin.common.plotting as fenicsplot\n","\n","from matplotlib import pyplot as plt"],"execution_count":146,"outputs":[]},{"cell_type":"markdown","metadata":{"id":"gnO3lhAigLev"},"source":["# **Introduction**"]},{"cell_type":"markdown","metadata":{"id":"l5zMzgPlRAF6"},"source":["The Navier-Stokes equations take the form\n","\n","$\\dot u + ((u-w)\\cdot \\nabla)u + \\nabla p -\\Delta u = f,\\quad \\nabla \\cdot u=0,$\n","\n","together with suitable initial and boundary conditions.\n","\n","Here we present a FEniCS implementation of a stabilized space-time Arbitrary Lagrangian-Eulerian (ALE) finite element method to solve the Navier-Stokes equations in 2D. The solution is visualized using FEniCS plotting functions, and is also exported as pvd-files which can be visualized in Paraview.\n","\n","We seek a finite element approximation $(u,p)\\in V\\times Q$ such that \n","\n","$(\\dot u + ((u-w)\\cdot \\nabla)u, v) - (p,\\nabla \\cdot v) + (\\nu \\nabla u,\\nabla v) + (\\nabla \\cdot u, q) + SD(u,p;v,q) = (f,v),$\n","\n","for all test functions $(v,q) \\in \\hat V\\times \\hat Q$, where $SD(u,p;v,q)$ is a residual based stabilization term. The mesh velocity is denoted by w. \n","\n","We present an example of flow past a circular cylinder, for which we compute the force on the surface of the cylinder $\\Gamma$ in the direction $\\phi$, by Green's formula: \n","\n","$\n","F(u,p,\\phi)= ~<\\nu \\nabla u\\cdot n-pn, \\Phi>_{\\Gamma} ~=~(\\dot u+(u\\cdot \\nabla)u, \\Phi) + (\\nu \\nabla u,\\nabla \\Phi) - (p,\\nabla \\cdot\\Phi)-(f,\\Phi),\n","$\n","\n","with $\\Phi\\in V$ a fuinction for which $\\Phi\\vert _{\\Gamma}=\\phi$ and $\\Phi\\vert_{\\partial \\Omega \\setminus \\Gamma}=0$. With $\\phi=(1,0)$ we get the drag force $F_D$, and with $\\phi=(0,1)$ the lift force $F_L$. The drag and lift coefficients are obtained by normalization, \n","\n","$\n","c_D = \\frac{2F_D}{\\rho U^2D}, \\quad c_L = \\frac{2F_L}{\\rho U^2D}\n","$\n","\n","where $\\rho$ is the density (here $\\rho=1$), $U$ the characteristic velocity (here $U=1$), and $D$ the characteristic length scale (here $D$ is the diameter of the cylinder). \n","\n","The Reynolds number is defined as $Re=\\frac{UD}{\\nu}$\n","\n","To read more about how to use similar methods for more complex problems, see e.g. \n","\n","[Hoffman, Johan, et al. \"Towards a parameter-free method for high reynolds number turbulent flow simulation based on adaptive finite element approximation.\" Computer Methods in Applied Mechanics and Engineering 288 (2015): 60-74.](https://www.sciencedirect.com/science/article/pii/S0045782514004836)\n"]},{"cell_type":"markdown","metadata":{"id":"jOQvukXZq5U5"},"source":["# **Method**"]},{"cell_type":"code","metadata":{"id":"7L1WzCAejJOT","executionInfo":{"status":"ok","timestamp":1622567262118,"user_tz":-120,"elapsed":8,"user":{"displayName":"Josephine Thuvander","photoUrl":"","userId":"07053203519756350584"}}},"source":[""],"execution_count":146,"outputs":[]},{"cell_type":"markdown","metadata":{"id":"wu2fugJ32t8m"},"source":["**Define domain and mesh**"]},{"cell_type":"code","metadata":{"id":"_KBWOVATuBQz","colab":{"base_uri":"https://localhost:8080/","height":215},"executionInfo":{"status":"ok","timestamp":1622567262949,"user_tz":-120,"elapsed":838,"user":{"displayName":"Josephine Thuvander","photoUrl":"","userId":"07053203519756350584"}},"outputId":"681c4b0e-b4cf-4f35-edaf-c16c9982608c"},"source":["# Define rectangular domain \n","L = 4\n","H = 2\n","\n","# Define circle\n","xc = 1.0\n","yc = 0.5*H\n","rc = 0.2\n","\n","# Define subdomains (for boundary conditions)\n","class Left(SubDomain):\n"," def inside(self, x, on_boundary):\n"," return near(x[0], 0.0) \n","\n","class Right(SubDomain):\n"," def inside(self, x, on_boundary):\n"," return near(x[0], L)\n","\n","class Lower(SubDomain):\n"," def inside(self, x, on_boundary):\n"," return near(x[1], 0.0)\n","\n","class Upper(SubDomain):\n"," def inside(self, x, on_boundary):\n"," return near(x[1], H)\n"," \n","left = Left()\n","right = Right()\n","lower = Lower()\n","upper = Upper()\n","\n","# Generate mesh (examples with and without a hole in the mesh) \n","resolution = 32\n","#mesh = RectangleMesh(Point(0.0, 0.0), Point(L, H), L*resolution, H*resolution)\n","mesh = generate_mesh(Rectangle(Point(0.0,0.0), Point(L,H)) - Circle(Point(xc,yc),rc), resolution)\n","\n","# Local mesh refinement (specified by a cell marker)\n","no_levels = 0\n","for i in range(0,no_levels):\n"," cell_marker = MeshFunction(\"bool\", mesh, mesh.topology().dim())\n"," for cell in cells(mesh):\n"," cell_marker[cell] = False\n"," p = cell.midpoint()\n"," if p.distance(Point(xc, yc)) < 1.0:\n"," cell_marker[cell] = True\n"," mesh = refine(mesh, cell_marker)\n","\n","# Define mesh functions (for boundary conditions)\n","boundaries = MeshFunction(\"size_t\", mesh, mesh.topology().dim()-1)\n","boundaries.set_all(0)\n","left.mark(boundaries, 1)\n","right.mark(boundaries, 2)\n","lower.mark(boundaries, 3)\n","upper.mark(boundaries, 4)\n","\n","plt.figure()\n","plot(mesh)\n","plt.show()"],"execution_count":147,"outputs":[{"output_type":"display_data","data":{"image/png":"iVBORw0KGgoAAAANSUhEUgAAAXQAAADGCAYAAADCFnuZAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4yLjIsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+WH4yJAAAgAElEQVR4nOydZ3RV15n3f0f3Sle9ot5RRw11EEI0IRAIBAhsTLcNJI7tmWTyYb5m1mQy867MJCtx3HBsqgFTTBEIRJEAgVDvvffeu3Ql3feDcne4FvY4iT1ZztJ/rbuW7tG+++xzzt7Pfsr/eY6kUqlYxCIWsYhF/PCh9fcewCIWsYhFLOK7waJAX8QiFrGIfxAsCvRFLGIRi/gHwaJAX8QiFrGIfxAsCvRFLGIRi/gHgfzvdeIlS5aoXFxc/l6nX8QiFrGIHyTy8vJ6VSqV5cv+93cT6C4uLuTm5v69Tr+IRSxiET9ISJLU9HX/W3S5LGIRi1jEPwgWBfoiFrGIRfyDYFGgL2IRi1jEPwj+V4EuSZKjJElpkiSVS5JUJknSP7+kjSRJ0u8lSaqVJKlYkqTg72e4i1jEIhaxiK/Dt9HQZ4Cfq1SqZcAK4G1JkpZ9pU0c4PGnz3Hgw+90lN8CX61Jo1KpFhz7Nr/7ujbfVV9/yTn/mnG97Hd/7fn+lr7+r8/5bfF/PSe+Df4e9+u7fLZ/y7z/Lvv6a9r8LX39X8+Tb4P/leWiUqk6gI4//T0iSVIFYA+Uv9AsATijmh95piRJppIk2f7pt98pHj16xOPHjzE1NcXU1BSAxsZGABwdHZHJZKhUKpqa5gPB30SNVP/uxXbqY+rv30VfNjY26OrqvrT/v7QvJycntLS0XjqukZER+vr6Xvq7b3tOdZvx8XG6u7v/pr6cnZ2RJOkb27ysfz09Paytrf+mvr6KmZkZWltbv/XYv207Ozs7dHR0vpNxWVlZoa+v/9J2TU1NQjB80/P46jx5GVpbW5mZmfnWfam/z83N0dzcrHGsr6+PkZGRb7zGF/tS36+Xzd+hoSEGBga+9bjs7e3R1tZ+6Vhftha+aVyWlpYYGBi8tC+lUklbW9u3HpeFhQVGRkYv7Ut9zM7OjmPHjn3tuP5a/EU+dEmSXIAgIOsr/7IHWl743vqnY1/9/XFJknIlScrt6en5y0b6J4yNjQEwNTXF3Nycxo3t6elhbm6OyclJcayxsZG5ubkFn97eXo1+29ramJubE98HBweZm5sTD/Kb+nqxDcxPfPWCebGvqakpcay/v39BPzMzMxrXA/MT88VxwbwQUC+GF8+nnsAA7e3tC373srHPzc3R2dm5oI1amL84/hehPvbVz4vjb2pqemmbF++N+pyzs7Pi+8TEhGj7Yl8zMzMv7e9/u8bGxkYhNOHrn+NX+5qcnHxpm5aWP0/19vZ2MRf/1nF1d3fT3Nz80rYvankv6396elrjWHNzM7Ozswv6mZqa0rj/c3NzTE9Pa/Slfm5qDA0NaQhz9XXPzc0JYQ4vn9NfXR9dXV0Lrkd9TC3MAYaHh7/2HqqhXrMvHlN/f3EtfN3zHhoaEm3UsuOrfc3MzGiM/5uerRp9fX0L5vSLY1C3+T7wrXnokiQZAleBn6pUquG/5mQqleoEcAIgNDT0r7JD1Pz1I0eO0NbWRnNzM1ZWVnR3dxMREcHatWspLy/n8uXLKBQKpqamCA0Nxd/fX/QxPDzMyZMnF/QdHR2NgYEBH3/8MWvWrCEwMJCTJ0/S29uLhYUF7e3tREdH4+bmJn7T0tLC559/LiyGlpYWEhMTqampEYt1xYoVrFmzhtLSUq5evQrMa5y7du0S/QwMDPDll19qjEcul6Ojo8O+ffu4ffs2ra2tHDhwgCtXrog2gYGBJCQkcPPmTQ3hoFAo2L17N52dnZw/fx6AqKgoPDw8NM6hUqk4deoUzc3NSJLE66+/Tl1dHefOncPFxYW2tjbMzMw4ePAgGRkZPHjwAABtbW327t2Lnp6e6KusrIzm5mY8PDyYnJyks7OTrVu3YmVlpXHOBw8e0Nrairm5Of39/WzcuJGBgQFaWlowNDRkdHSUlStX4u3tzRdffEFlZSUAJiYm7Ny5E5lMJvqanZ3l97//PcPDw2hra/Paa68Ja2h8fJx79+7R3NyMsbExw8PD4r6+bFwZGRkaQsvKyoodO3ZoWAaTk5N8/PHHDA4Oajynr96LF8elo6PD/v37hSbf3d3N3bt3eRlUKhXu7u6sWrVKaNiTk5P87ne/Y3JyErlczr59+1AoFHzwwQeoFSMzMzMSExM5f/48tbW1ADg4OLBx40Yx/tnZWb744gtxLj8/PxITE0lJSaG9vV0c19LSIiwsjLi4OD7++GOio6Px9/fnxIkTDA4OIkkSpqamHDp0iKqqKi5fvgzMW1YHDhwQWjPMK2AnTpxAkiSmp6cJCgpi69atDA8P89vf/lbc58OHD/P8+XPu378PgKmpKQcOHODixYtUV1cjk8lITEzE2NiY9957j/7+frS1tdmxYwdmZmb8/ve/x8HBgV27dlFSUqLxHGHeMoiNjRX3QqVScfbsWUZHR7GysqK9vZ3Y2Fjs7e359a9/jbe3N/Hx8SQlJYl1FR4eTlxcHK2trXz66acAhIWFsWXLFpqamjh16hQAy5cvJyEhgebmZk6ePCnmnrW1NXFxcfzHf/wHoaGhL33+fyu+lYYuSZI288L8c5VK9eVLmrQBji98d/jTse8NBQUF3Lx5E3d3d44dO4arqyvFxcWoVCoqKyvR19fnX/7lX3BxceH69etUV1cD84v83LlzjI+Pc+zYMbS1tVm2bBnm5uacP3+erq4uDAwMqK+vp6ysjJaWFmJiYjhw4ACWlpZcunRJaLRNTU2cO3cOAwMDjhw5QkJCAiqVirS0NJ48eYKDgwOOjo5UVFQAUFJSgpGREZGRkZSUlNDR0YFKpaKoqIiPPvqInp4eMWl9fX3Zs2cPnZ2dXLp0iaGhIeRyOZ9//jnV1dXExcUhl8vR19fnwYMHFBYWEhUVBYCvry+Tk5NcuHBBw1q5c+fOAu24uLhYCDyVSsXQ0BDXrl3D0tKSffv2sXnzZhoaGsjMzKS3txcDAwMOHTpEf38/Fy9eRKlUAtDQ0MC1a9dwdHRkz5497NmzBx0dHS5fvqyhAVZXV/Ps2TOCg4P50Y9+hIGBAXfv3iU1NRUbGxv++Z//GRsbG27evCkEsJWVFTExMZSVlXHlyhUNzaeyspLh4WGio6NRKpUUFRWJe/qHP/yBkpISoqKi2LlzJwBbtmxBoVAsGFdraysPHz4ULg9nZ2eKi4spKioSbVQqFUlJSQwPD4t7vXLlStra2jh9+rSGtlpSUsLw8DCrV69menqa8vJyJiYmuHPnDh999BEdHR3ExcXh6OiIiYkJurq6eHl5sWzZMlJTUzl79qy4/ufPnzM5OcnWrVuZmZmhtLSUgYEBenp62LRpk7g3aWlpTExM4ObmRlhYGM+fP+fZs2di7Ddu3KCmpob4+Hjc3Nzo6+ujvr6ezMxMQkND0dHRwd/fH3t7e65evUpNTQ2GhobU1dWRnZ1Nd3c3O3fuZOfOnXR1dfHkyRNhyb3yyit0dXVx8+ZNoX3Pzs5y+fJlxsfHOXz4MP7+/pSUlKBUKunomPfGBgYG0tTURHFxMY2NjVhYWBAfH099fT1Pnz6lqakJNzc3VCoVT548YXJykv7+fkJDQ5EkiVu3bqFSqZiamkJHR4eenh6SkpJwcnJCT0+PoKAgwsPDyczM5OrVq2L+Z2Rk0NDQwObNmzlw4ABGRkZcu3aNyclJxsfHMTY2Ji0tjYKCAlavXo2RkRFKpRKVSkVKSgqGhoZYW1sLWZCRkYG+vj5+fn6Ul5ejVCqpqKhAJpPxk5/8hJUrV5KTk8OdO3e+Ua79rfg2LBcJ+BSoUKlUv/maZjeBQ39iu6wAhr4P/zkgTJbMzEzc3d159dVXkcvl+Pv7MzAwQHNzM9XV1Xh6eqKjo8PevXuxtrbm8uXL1NTUcP78efr7+3nttdews7PDwsKC6elpjhw5grOzM9evX2dsbIyqqiru37+PjY0Ny5cvR6FQsG/fPnR1dTl//jwFBQWcO3cOY2Njjhw5gomJCUZGRixbtozCwkKGh4dZt24dy5Yto6uri9bWVmpra/Hz82P16tXo6elx8+ZNrl69yvXr17GxseHHP/4xDg4ODA8P4+TkhKenJ9u3b6e+vp7m5mZ6enpoaWlh165dLF++nJmZGYqLi8nIyCAkJIQ1a9YA8z77xMREOjo6hNYfFxfHwMCAWOAwr/ndv38fe3t7IaDOnTvH1NQUu3fvRltbm6CgILy9vXn48CHl5eVYWFjg6urKzp07aW5u5urVq7S3t3Px4kXMzc157bXX0NbWxsjIiMTERPr6+khKSkKlUjE4OMi1a9ewsbEhLi4OHR0dIiMjaWtrY3BwkA0bNiCXy0lMTGRmZoZr164B88Jo1apVbNq0icrKSi5duiQWZmZmJmZmZqxZswY7Ozvu3r3LqVOnuH79OhYWFhw/fpwNGzbQ1dUFgJeXF7t27aK3t1csromJCa5cuYKxsTGbN28GYP369bi4uJCcnCy04Ly8PMrLy1m/fj0BAQEA2Nrasm/fPvr7+zl58iQDAwOoVCqePXuGtbU169atQ0tLixs3bvA///M/ZGdnExwczLvvvoujoyMtLS2Eh4fj4eEhrLvt27fT1tbGRx99RH5+Ps+fP8fX15eQkBCWLFlCYWGhUFA8PT2JjIwkKCiI9PR02tra0NPTIy4uDj8/Px4+fEh+fj53796lpKSE9evXExISgoWFBR0dHVy7do0lS5YQGxuLhYUFY2NjHDx4EH9/f1JTUxkdHaW0tJS0tDQ8PDzw8vLCy8uLgIAA0tPTKSoqwtzcHB8fH9avX09paSnPnz8H4N69ezQ1NREfH4+dnR1BQUFMTU1RUVFBR0cHkiQRFxeHg4MDd+/epaamBldXV4KDg8XGNjU1xfLlywkODqagoIDy8vnQnbe3NzExMdTX11NYWMjk5CRaWlpcvnwZbW1tEhMTUSgUzMzMsHnzZjZu3EhZWRnnzp2jvr6e1NRUfHx8CAoKQldXl4SEBPr6+sScq6qqIj09naCgINatW4e2tjZKpZLS0lJaW1vF/Ojs7KSrq4vq6mrCwsIICQlhenqayspKKisrcXV1RaFQsHHjRiHUZ2dnF7i5vit8Gw19FXAQWC9JUuGfPlskSfqxJEk//lObZKAeqAU+AX7yvYwWNNwSPj4+YmH7+Pggk8lISkpiamoKb29v4M+uh5mZGc6fP09bWxt79uwRQQoLCwv6+vrQ1dVl3759+Pr6AvM+yeHhYby8vCgrKyMzM5OcnByMjIwYGRnh5s2bzMzMMDQ0xIcffsgvf/lLfvnLX1JaWirGNzIygpeXlxj33Nwc/v7+qFQqJiYm6OzspKysDHd3dw4fPoypqanwjTs7O6NSqbCwsNC4fl1dXcbHx6mqqgLmTdply5axZcsWoRlJkoSXlxexsbHid66urvj6+vL06VPhq0xNTWV8fJytW7eKgFBvby9r1qxBT09PBKlWrlwpJqF6w1SpVFhbW1NVVcUnn3zC9PQ0kZGRjI2NMTU1hUqlwtXVlbVr11JaWkpWVhaXL19mdnaWFStWkJGRwenTp4WJDZCUlERycjLDw8PExsbS2Ngo3C0w77raunUr1dXVXLx4UfigQ0NDqa6uFm4Dtbnt4eHB8PAwIyMjwp1jbGzM0qVLiY6OprCwkMLCQm7evMnQ0BABAQFifp08eZLAwEBkMhlXrlyhtbWVu3fv4ubmRmRkJGZmZsC839jNzY1Dhw4xOTnJZ599xpMnT+jt7cXe3p5bt24JJURtWbS1tZGUlMSJEycACAoKwt3dnfHxcdrb2wkKCuL48eMYGRmRlJSEUqlk6dKlwLw539raSkZGBkuWLMHc3BxJkti0aZO4T6Wlpdy6dQu5XC7ua3Z2NgD6+vqUlZWJTWp0dJRdu3ahra3NkiVL6O3tRS6Xs3PnTqKjo0WfSqUSNzc3mpqaaG1tJTg4WGzSat9wVFQUy5Yt48GDB1y5coXs7GwiIiIIDAwE5t2lpqamFBQU0NHRwZIlS1AoFGzdulVYkm1tbWIOqFFeXk5AQABaWlokJSUB8y6U0NBQnJycSE5OZm5ujpycHA0rV0dHB6VSiSRJREZGkpiYSFNTE2fPnmVubg47Oztqamro6OjAysqK8PBwsVF2dHTg5eVFfHw8kiSho6PD2NgYDx48wNbWluXLl2Nra4tSqSQpKQm5XE54eDjOzs6YmJhw7949BgcHhRyamZnB2dlZXFNOTg7fB74Ny+Up8HJ6wZ/bqIC3v6tBfROcnZ2F0EtKSuL27du4urri7e2Nvb09zc3NaGlpoaenx5MnT6itrdXwLcO8u8bKygozMzPMzc0pLy9ndnYWuVzO9u3bKSsrE20fP34s/pYkaQEFydjYGFdXV3R0dFAoFGRnZ4vA7fXr11myZAmAEKI5OTmUlJRo9FFbW8t7772Hv78/BQUFAOTn5wt3wovn1dLSWuB/Xbt2LVpaWmJzU/sJ1ecG+OCDD4iLi6O6upo7d+6wbt06cnNzCQkJYWJiQvhBAR4+fMjDhw+/9hlcuHDhpcdv3Lgh/tbW1sbY2BhDQ0MAUlJSxP+uX78OzFsSK1asIDMzE5jXdgsKCsjJyRF+cJgPWA0MDDA7O4ujoyOhoaHk5uZSV1cHzG9ML7phYN4Hm5aWtmCM58+fR19fX/T/4pifPHny0uuZnJwUPtPo6GgmJyfR1dXFwMCAnp4eJicnkclkRERE8OjRIx49egTMP8MX/cm6urr4+fkxNDSksVGlp6ezYsUKAGpqarC3t0dPTw+FQiHaJCUl8ezZM9zd3YH5OJCvry85OTnU1tZSX1+vMXb1pvtV3Lp1a8ExtXBdsmQJJSUlTE9PI5PJMDEx0Wj3dX7/wcFB/v3f/11sICqVSqwhNzc3ZmZmkMvlSJJEUFCQeC4BAQHMzs5qBJk7OjoYGBgQGyZARUWFcFuqoVQqmZubY9OmTXzyySfi+Nq1a8Xmp62tLTRhpVLJV4kY3zTHAdasWSPiGNra2jQ0NACwa9cuJEnC1tYWmN+EwsLChLtObb3AvGJ46dIlamtrUSqVIq73fUH6e71TNDQ0VPXXFOdS+1F//OMfo1QqqayspKKigv7+/pe2t7OzE/7C8vJyQkNDKSoqYm5ujsjISIyMjEhOTubtt9+mr6+Pu3fvagS8wsLCCAsLw8DAAB0dHc6cOUNnZycJCQk8ePCAkZERtm/fTkBAABMTE/z+97/HycmJvXv3UlFRwbVr1zT81nK5nICAAEJCQvjkk09YuXIl1tbWFBcXL1iUHh4e+Pn54enpydmzZ0XQKSUlRQhBmBfggYGBhIeHc+LECSIiIhYIja+DgYGB2IDU0NbWJjY2Fi0tLWQyGbW1tRqWx+uvv46enh4DAwMawv3AgQOMj48zMjLC8PAwo6OjDA4OLmABmZiYkJCQgKurK/DneMjbb7+NiYkJdXV15OfnU1NT87+OX43du3fj7e3NlStXaG9v56c//SlTU1NkZ2drCHZbW1vGx8cZGxtbEE/Yt28fKpWKCxcucPDgQZRKJffv338pI+Flm/vXjWvZsmV88MEHGBkZcfDgQZ48eSKEvhqWlpb09/djY2PD5s2buXTpEhMTEzg7O1NXV0doaCg9PT0a7CY1TE1N8fDwwMPDgy+++ILAwEC2bdtGfn6+0GgNDQ35p3/6JyYmJkhJSRGuCzX09fXR19ent7eXgIAAGhsbGR4exsbGRviJg4KCCAgIEMLxRetq7dq1TE1NMTo6ukBhkcvluLi44O7ujpWVFWfOnAHmacZjY2ML1u7x48extLTk//2//0dISAgrVqwgKytLY85/HdatW4enpyfW1tacPXuWmZkZIiIiuHfvnobWD/MWn6+vLyMjI4yMjFBRUbGAZWZhYYG3t7dwVdrb2xMXF8fY2Bijo6Pi/np4eKCvr8/09DQNDQ0asStDQ0O8vLzw8fHBxcWF//zP/2TFihXExMT8r9fzMkiSlKdSqV4aVf27VVv8WyFJEjY2NoyNjTE8PLxgUqxYsYKoqCjhSrh48SJmZmZs3bqV1atX8/DhQ7GLArz//vvA/MI6fPgwjo6OnDp1iqKiIsLDw9HX1+fevXvCz+nr64urqyuXLl3i2rVrIjg0OTmJl5cXaWlpVFVVLRAau3btwsfHB5h3B83OzhIYGIi3tzfvvfeehnDt6ekR3w0NDRkaGhLC3Nvbm8rKSoKCgtDR0SEvL4/CwkIAsrKykMvlrF+/Hj09PW7fvs27775La2sr9+/fZ3R0VJzD3Nyc2NhYOjo6yMrKIjAwkMLCQtrb20VwqqKiAjs7OyIiIrh27RojIyM4OTmRmpqKQqEgPj6eq1ev0tnZyapVq0Tfk5OTXLp0SeP6dXV1GRkZ4cyZM9jY2BAYGIiNjQ3wZ350VVXVgs3NycmJsLAwsclcuXJF497evn2b/v5+XFxcqKyspKOjg5aWFh4/fizYNGqWgkql4t69ewsEREFBgWBDqTXHr86rHTt2MDExQUZGhgiCBgQE4OXlhYmJCRcuXBDPzMTEhCtXrmBvb49cLqexsZHk5GRyc3MJDAxkYmKCwcFBNm7cyI0bN5idnaWtrY1PP/0UU1NT3njjDUxMTPj1r3+NoaEhW7dupb+/n/fee0+MR19fny1btuDu7i7YJ1NTUxQXF5OUlIS7uzvW1tZkZGQgSZKGHxrgX//1X+ns7CQzM1O48YqLi4F5DXX16tVoaWlx9uxZSktLiYyMxMDAgHv37qFQKATDbPXq1UiSJFhcALGxsSxZsoTa2lrq6uoWaPgtLS1YWlry2muvkZKSgoGBAUNDQ1y8eJENGzYwMzODk5MT5eXlYm6r4eDggL+/PzMzMxobS1paGmlpacI1qj6PjY0Nu3btoqCggLq6OhwcHMjJySEwMBAfHx86OjpITU3FzMyMgYEBHB0d8ff3p7KyUsQEYF4b/+Mf/8hX0dLSgkKhQJIkDWEOiJiShYWFBkPr+4DsF7/4xfd6gq/DiRMnfnH8+PG/+Hd1dXXU1dXR0NDAo0ePKCoqYmRkBH9/fwwNDenv70eSJPr6+li2bBmGhobMzc2RnJwsgjoKhQIfHx/MzMwWaLFeXl7ipvv7+1NUVERNTQ0KhYL79+8TGhpKVFSUiKzb2toKAaQ2Haurq8VkNTU11dD4KyoqMDExwcbGhry8PAwMDPDw8ODixYv09PSwfv16GhoasLa2xsDAgPz8fHJycuju7mZsbIzW1lbCw8NJSEigsLAQY2Nj4uPjkclkGkLQzc2NtWvXMjg4SFVVFStWrGBsbIza2lqNgEx4eDghISHk5OQgk8nYv38/KpWKrKwsnjx5QklJCdbW1hw8eBB7e3uKi4vp6enB1taWlJQUoqKiCA8Pp7Ozk6KiIhFAHhwc5MyZM3R0dGBraysWl4ODA0ePHsXY2Jiuri4KCwuFAKmqqiIvL4/e3l6WL1+Or6+vuCaVSsXWrVuxtrZmbGyM/Px8DAwMUCqV7Ny5k4mJCfLy8gRlLz8/n9raWjw9Pdm/fz+5ubnY2tri7OzM1atXKSwsRF9fH6VSyfHjxzEzMyMvL09YIiUlJbS0tBAUFMSRI0ewsrKioqICLy8v7OzsyM7OxsbGhsnJSZYsWUJ0dDRVVVWUl5ezfPlyOjs72bNnD87OztTU1Agtv729neDgYLZv305DQwOdnZ3Ex8cTFBSkEbA+evQoVlZWaGtrU1NTw+DgoAgqZmX9OQ1ET0+P3Nxcqqur0dPTo62tjfr6eqqqqnBxcWHv3r1MTExQUVHB0NCQ2LSdnZ3p7u5m7dq1mJmZYWVltaCcdVNTE5mZmWIuNzc309DQQHl5Ob29vezbtw8LCwtKS0vx9vYWDKZ169bR0tKClZUVYWFheHh4EB4eTmBgIK2trRpsoHfffRdTU1Pu379PcHAwa9euJScnR7hs6urqqK6uFhp+W1sb+vr6jIyMsHnzZtzd3SkvL2d8fBxdXV3efvttrK2tUSqVItfE2tpaPOPHjx9jZmbGjh07KCoqorq6GgcHBz7//HMUCgVHjhxBqVRSV1dHYmIiQUFBLF++XGPzj4+PZ/Xq1axevZqsrCw8PDx46623CAkJoba2Vqx3IyMjNm/ezNDQEIWFhWRlZdHY2CgC58HBf12FlH/7t3/r+MUvfnHiZf/7wQn0zz77DJhnJvj7+7Nhwwa2bNmCj48PZWVlqFQqjh07Jihnnp6eDA8Pk5WVJdwb3d3dpKSkaGjoMB+0aWxspKKiQvhylUol4+PjQvBLkkR6ejr3798nIyODwsLCBVr4zp072bZtG/7+/jx+/BhdXV2mpqZYs2YNkiSRmZkpKIIwL8hqa2vZsWOHEI7d3d0cP34cHx8fpqamBEsD5jnH4+Pjgi1QWVlJSUkJtra2QvseGBggJyeH1tZWpqamqKqqIj8/H3Nzc5ycnOjp6WHp0qXk5eXR3NxMfX09tra2aGtr09XVJWhlMB8ngHnhoaurS0FBATU1NUiSxO7du5HL5ULIjY6OYmJiwpkzZ5iYmGDfvn2Mjo4yMjLC+vXrycvLw9PTU7A2li1bRkFBgUZixurVq1mzZg3FxcUMDAywd+9ecnNz0dPTw8HBgcuXLyNJEocOHSInJwdHR0e2bNmCnp6eEOhq7Nu3DyMjI9LT0zE1NSUzM5P6+no2bdqEqakpnZ2dbNq0CWdnZzw9PcnLy9P4vYODA6Ojo5ibm9Pc3ExRUREVFRXo6ury+uuvMzs7S35+Pt7e3ty8eRM7Ozt27doltDoTExP6+/s1zP3Q0FDs7OxobW2lvr6e6OhoKioqNJSLqqoqnJ2dMTIyYnBwkLKyMiIiIsjOzqalpQVfX1/6+vp46623sLS0pKGhgby8PA3rKzg4mP7+ftrb22lvb6erq4uAgAASEhIoKioS7oienh5Onz6Nrq4uPj4+dHV18eabb+Lu7o5CoaCjo0O4v9QuNW9vb+GKzMzMZHZ2loyMDFxcXNi2bRvFxT1nCWIAACAASURBVMXI5XJBMlAqlTx8+FAEHdVoamrC1NSUkpISVq5ciZWVFU1NTWJtzM7OsmvXLkHNHBkZ4ejRo+Tm5tLe3o61tTXp6el4eHjQ3d2Nm5sbvr6+yOVysSmMjY2hUqlwcnIiJSUFLy8vvL29sba2JjMzk/z8fCRJ4o033sDMzAy5XE5BQQG2trZYWlpSUVFBVVUVGzZsoK2tja6uLsLDwzE1NRXzz9XVlQsXLtDQ0MCOHTtYsmQJ9fX17N69W2wK+vr6wtIYHh5m7dq1/DX4JoH+g3O5rFmzRgQqZ2ZmcHFxQSaTMTc3R1NTE76+vpiZmXHo0CFOnTrFmTNnNBgv6kQVbW1tHBwchFYtk8kE5W5oaIjOzk46Ozs1gqJqODo6YmxsjImJCSYmJtTW1mpErScmJtDT0yM5OZmRkRHeeOMNTp48ydzcHPv37+fWrVsLAnCbN28WbICoqCg+/fRT8vPzWbFiBatXrxZa7LJly2hsbNTwaXd1dbFr1y78/Pw4ffo0KpWK7du3k5aWJib14OAgsbGxREREkJOTQ3l5Obt27aK6upqbN28C88HZ2tpadHR0cHd3F8JxbGxMmMvq5Jnh4WHMzMw0gm8GBgYUFxdTXFyMvr4+b775JpaWlty9exdbW1tCQkJ4+vQpjx8/5tChQ8zNzZGbm7tgQ3z8+LHGfXdzc8PNzY309HS0tbVpb28Xiwbg/v375OXlvTSO8t577+Hp6cn09LQQMnv27GHZsmWcOnUKGxsbZDIZw8PDGoFbmHcPlZSULAhijY+P4+HhQVtbG35+fmRlZfHRRx8B80HT7OxsZmdnKSoqoqioSIOpZGNjQ1JSEu3t7ZiZmaFSqSgtLeXGjRu4uLggl8upra1FpVLx2WefER8fj7u7O0+fPqWuro6CggLc3d1Zu3YtZWVl3L9/XzArvnr9qampC+7H+vXr0dLSYmRkBCMjI3p7ezl9+jRaWlocPnwYHR0diouLKS8vJzY2lmXL5ss2qZNk1KioqKCmpkYEaQsLCzE0NGTnzp1IkoSZmZnQVPv7+7l06RJdXV2sXr0aCwsLrl+/zvr163n06JFIfFMzob46H65du0Z+fr7wb6s135s3b/LHP/4RLS0ttm3bxvvvv095eTnu7u7C1fbWW2+RnJxMeno6dXV1zM7Ooq2tzaNHj8SaAjSsVhcXF/T19SkvL8fHx4fCwkIsLCxYtWoVLi4unDt3jpMnT3L48GGmpqbQ0tLSEOaBgYEUFxeLjFUrKyuMjY013KlfDTh/V/jBaehjY2OUl5cTGBgoMsK8vLzo6ekhJyeHyMhIURPDzc2NnJwcIbRLS0sZHR0lMjKS3bt3i0SkHTt2UFpaipOTExYWFujq6mJmZqaR7amGhYUFO3fuxNPTE3v7+eoGt2/fxtnZmXfffZeuri6ys7PR0tLi2bNnwqWRnZ2Nqakp3t7eeHl5LUiljo2NRV9fH0mSMDY2prGxkZqaGsLDw0lKSmJkZISf/exnGBgY0NXVtSDAMzU1hZ2dHX19fbS2trJmzRpqa2s1NPu+vj6MjIyYm5ujpqYGf39/ysvLNVL/AWJiYoiNjcXFxYXi4mK2bNkieMovapGTk5OCb1tZWakh+JRKJa2trVRWVor7HxERgZaWFnl5edjb25OSkkJpaSkrV67k9ddfp7e3l8HBQfbs2aPBNFJrzYODg0JT1NLSIjk5WSQ2KZVK4uPjmZ2dZXh4GLlcjomJCWFhYeTn52tcm5pyd/fuXdzd3VEqlXz++ecMDQ1haGgoklRMTEx45513CAkJwcrKSviYYd4CKikpIT8/XyM4WltbK9gQAAkJCbi5uVFeXs62bdtEclB2drZwJ1VUVGBlZcWBAwdQKpXU1tZy8OBBent7yczMRCaT0d3dTUNDA2NjY8TGxooNo7u7m5qaGrS0tHB3dxexnKVLl3L06FGCg4MFZVF9Ljc3N/Ly8pDJZMJ9c+TIEUEj7OrqorKyUjyvhoYGLl26hFwux8PDg97eXuLi4jAxMaG+vl4Iw+npaezs7DA1NaWtrY2WlhaRsDc1NcUrr7xCaGioIChs3rwZNzc3oZwMDAwQFBREQkICLS0tODo68uqrryKTyTQUmPT0dNrb25menhbFrzZu3Ehvby/V1dWYm5uTnZ1NbGwsdnZ2eHp6MjQ0JOZOU1MTTU1N2NraarhD1awkBwcHBgYGqKiowNPTk4cPHxIZGYmzszPGxsa4ublRUFBAYWEhU1NTIo9CLcxhPl8mLy8PFxcXjIyM+OKLLygtLWXFihW0t7cTEhIi2Dh/Kf6hXC49PT1Cu3R2diY7O5vKykomJiZE9l1fXx/FxcXk5uYuYCh4e3uzdOlSGhoaKCwsZMuWLXh7e/P8+XMUCoXgLl+4cIHy8nLCwsKQy+UYGRmxYcMGsrOzqa6uxsvLC7lcLrIxDx48iK6uLra2tmRnZ4tFffDgQWHCKRQKfH196e7u5smTJ4yPj4tx5eTkUFpaytDQEDo6OtjZ2ZGbm8vg4CDl5eXY2NhQXFzM8+fPkSSJDRs2sGzZMqqqqggJCaG+vp6srCw6OjpQKpWUlZXR2NhIcHAwHR0dLFu2jOnpaXJycsTEzsvLo7u7G1dXVwYGBlixYgWSJJGfn09xcbEIeKkDiuXl5RoUs6CgIPbs2UNERATh4eGUlZUJAQvzm5/6PqgDiQMDA4yPj1NSUkJ/fz/btm0jKipK0MCysrJQKBSCW75y5Ur09PQ0hCTMc/zVzILBwUHi4+NxdHQkJSWFlStX4uXlRWlpKTExMfj4+AjmRV1dHb29vSgUCgoLC+no6KCsrAwrKysOHjxId3c3kiSxfft2MjMzGR8fF1q1SqVCT08PbW1tfv7zn+Ph4YGlpaVG7MLIyIgf/ehHBAQEkJ+fj6+vL6mpqSLWoaWlJUpHvMhYCQgIEJm/xcXFODg4EBsbi1KpJDs7G5VKJe5tb2+vhr89LCyM/fv3MzExQXV1Nf7+/lRVVeHq6kpZWRmtra0cOXKE8PBwioqKyM/PF24wuVzO4cOHsbT88ysq9fT0yMvLY8mSJSIDWJ3q7+XlRWZmJs7OzmzYsIG5uTnxbHR0dETOgTrAXVZWhrW1NYcOHRIKUH9/P2VlZQQFBVFUVKShdDg4OODr60thYSEKhQJXV1eePXsmtFuZTEZ0dDTa2toaNMT6+nqRx1FeXo6ZmRkRERHk5eWRkpKywBX3s5/9DHd3d7HZaWlpsXTpUnJycqivr2fp0qVUVVXR3NzM+Pg4CQkJgkZqaGiIubm5RqDWw8MDf39/FAoFMpkMXV1d0tPT0dLS4vHjx3R2doq5np6ejoODw/ci0H9wLpcX4efnh5GRERcuXBBa3IcffsjExAQwnzJubW2tMWGqq6s1dnulUsnk5CQuLi7U1dVRX18vUoQTExPx8/Pjvffew9bWloCAAAwNDfniiy/47LPPsLa2pq2tDXd3d9LS0mhqatIoMATzCUXr1q1DX1+fiYkJcnJySElJERTEZ8+e0dDQQFRUFB0dHWRmZpKRkSHYOWqzUF1TRU2RlMlkIpHGzc2NdevWidRumF80ajZOUVERJiYm7N69m5SUFI2g2rFjx5iYmKC+vl4kI9XX15OWliY4y4ODg/zyl78E5v2/mzZt4vPPP6ehoUEIqefPnzM2NsaOHTuYnp4mOTkZZ2dn1qxZw5kzZ3B0dBTMghdRXFzM7OwsPj4+mJubExISIjYyHR0d1q9fz/Pnz6moqNDws6vdQn5+fvzud7+jsrKS5uZm5HI5K1euRFtbm8ePH5ORkYGxsTEymYyf/vSn5OTk8PTpU2EBqLNQ161bh0wmo6urC3t7e9zd3YmMjCQjI4O8vDwMDQ15/fXXqa+v5/79+4KB8VVq5cjICKdPn2bjxo3IZDLBXtm3bx9dXV2Ul5dTWVm5oDjc8+fPNdgUN2/eJDMz86UVJkdHR4mPjycgIICTJ09SU1PDpk2bqK6uxtTUlO3bt9Pe3s7nn38u5sfMzAw9PT04OTlpcLplMhnp6ekoFAp0dXXR1dUVgkudNent7c2OHTvEcRsbG2pqarC2ttbgch8/fpyRkRFKS0s1YhEKhUJkb5uamgrSwa1bt+jo6CA4OFhYUTk5OVRXVwu3Z11dHTo6OmzZsoXk5GTi4+Px8/Pj4sWLGvdkcHBQQ9kYGBjg448/BuZdpGrWi5qkUFVVJSyrdevWkZaWRkREBH5+fty5c0e4GLu7u3FycqK/v5+ioiJaWlpobW0VMkaNmpoaMRdMTEyEO7C0tBR9fX0OHz6Mk5PTgmf5XeMHLdBhns5mZ2enoQlu3LhRCN+UlBS6u7sxMTFBkiR+9KMfkZaWJoTa7du3uX37tuhPzfc+duwYS5YsEcFLb29v5ubmROCoqKhIBG5qa2vR09PDycmJ0NBQOjs7KSkpISwsjJKSEjGxYL7mibu7Ozt27MDAwABzc3M++OADuru72b9/P1NTU9TU1Ly05oOOjg719fUMDQ1hYWEhknays7MpLi5eoIXcvn2bnp4edHV1aW9vF5S5F5GUlCTS2HV0dJAkCXt7e1avXr2Ag21nZ8e6deuQy+WEhoZy5coV6urqMDMzIzU1FU9PT9FXe3s7T548EUJ49erVonKkjo6OMNPHx8dJTk7mzp07ODs74+LigkqlEklDH3/8Mb29vXh7e9PU1IS9vT2rVq0iJSWFL7/8kqysLAwNDUWwLSIiQmyGYWFhIvDt4eEhfLNfrZYXHh6OTCZjamqKwcFBgoODmZub0xCmrq6uWFpaCoZGT08PSqWSp0+fEhQUREVFBX5+fgQEBHD79m0N+h5AcnKyKGzl4uJCWFgY9+7dE/EfddmB/v5+IUzMzc1RqVRMTk5qVAacmpqiu7ub4eFhNmzYwLlz50SwNzg4GC0tLaysrMSzUzPDgAUldaempkTFyMnJyQUJWupneePGDWxtbbGzs8PR0ZGcnBzOnz+PjY0N0dHRXLp0ibGxMeFieFGgDw0NcefOHe7cuYOlpaU4R0dHB5GRkcTExNDd3c3MzAxxcXEayV4GBgYcPXpUuPPm5ua4ePEidXV1bN++HblczpdffsmOHTs0yjnAfPa4mqb6/vvv4+Hhwd69e7l48SJ3795FW1sbU1NTIiMjyczMpLCwkMTERJYuXcrt27eFe7G5uZnTp08D88l6Xl5eODo6UlJSIvz6q1evxtramt7eXvr6+jSUSG9vbxwdXyx19f3hBy3QZ2ZmuH79uoY5LpPJePz4MXNzc6xYsYKamhqWLl3KypUrOXfuHLm5uUIQ/vznP2dsbIxr165pPICJiQk++eQTzM3NGRwcFBF8NevlZdiyZQu+vr6Ci2tsbMyWLVsICwvjgw8+0Gg7OTlJeno6dnZ22NnZsXbtWh48eEB5eTlWVlaUlpYu0ABg3tRrbW3VsDDgzzWXIyMjMTU1JTk5mdjYWJqbm0XwdWxsjKamJsLDw5mZmaGoqIjExERu3LghBMijR48YGxsTRcNkMhlOTk7C19/e3s5vfvMb/Pz8CA0NxdDQkOzsbFEFUJ0mDbB161a6u7t5+vQpMF/Xo7e3Fzc3NxITE3n8+DE5OTkcOHCAyclJysrKKCsrW5BwMzMzw2uvvYabmxu/+tWvsLa2xsXFhePHj1NUVMTDhw8X8Opra2sF80aNmpoafve73wHzyUVqFo+2tjYnTpxg9+7dQtjp6+tz5swZDZeI2kWkTgapr68nNzcXKysr4uLi6Orqor+/H0dHR44dO0ZmZqaoTAnzWur27dvx8vJCX1+f+vp6ZmdnSUhIQC6Xc+nSJfFMysrKkMvlvPrqq3R2dnLmzBlRsc/c3BwHBwdyc3PJzs4WQUn1ucbHx3n//fc1AqTr1q3DyckJc3NzCgoKePToEatXryY/Px+FQsHRo0c1gt2ffvqpRozG0dGR9vb2BdmaAHv37hW865GREVQqFbdu3UJXVxdnZ2fq6+s5duwYY2Njwjp+0VUSHh6OJEn4+voKLvru3btFWYShoSEePHggcjfUiTzbt28XNE65XE5VVZVGFVRjY2MqKiro7u4WG9vSpUspLi4WKf9TU1Pi9/7+/uTl5TExMYGhoSGenp4a8aKEhAS8vLzEfVIX4fPy8mJ4eJjCwkLeeecdwerJy8sTFm5+fj7T09Ns375dI3P4+8APVqBPTExw9uxZmpubiYmJ4dmzZ/j5+bFixQru3bunkb4eEBCAm5sbnp6ePHnyRPBuBwYGuH//Pl1dXchkMmZnZ/Hw8MDd3Z2+vj56e3s1AobLly/HyckJGxsbPvnkE3x8fPD19eXBgwdcvXqVjIwMYmJiRIGkpKQkioqKFmQVqv3UaitB/ZDVZXEVCgUxMTGEhYXxX//1X+K3NjY27N+/n5mZGfr7+8nKyhKlArS1tbG1tRUlWp2cnHByctIIWi1ZsoTNmzdz7do1jIyM8PHxQaFQcPbsWQBhMkZHR+Pi4oKjoyNyuZxf/epXhIaGEhQURHZ2tmBvAMIqWL58OR0dHTQ3N6NUKlEqlUIQwLzf19/fnx07dqClpUVERARZWVnk5OSwYcMGrKys8PHx4csvv9RY8G+88QZGRkZ0dnYyNzcnkpAkSWL58uXY2dnx4Yd/fkHWN1Wzi46OJigoSFS6fPvtt1GpVHzxxRecOXNGvDDl1q1baGtrk5CQQF5eHjo6OgQHB5OUlCQyY588eYK2trYoYmZubi4C6DKZTCM+AojCamoGRUFBgbD25HI5MTExPHjwAAsLC/ECk66uLs6cOYO2tjaHDx8mNTWV5uZmduzYwcaNG8nNzV1gcZWWlmJra8uePXuwtrbmgw8+YGhoCBcXF5qamnj8+DF+fn6sW7cODw8PTp8+zeXLl9m/f7+oRDo2NsbevXsZGRnh9u3bBAQEsHv3biYmJmhvb+fcuXPifO3t7aJGycjICEVFRTQ2NhIfH4+NjQ1VVVWUlpaKuisvBmhhviSFOs6RkpJCWVkZfX19aGtrc/ToUQoKCsjNzdWoerl+/XqCgoKA+bWi5qK3tLRgamrKO++8Q0dHB+fPn9ewML/KYlLj1KlTeHh4MDs7S0lJCaOjoxqUZrlczvPnzzVKT7e0tDA6Ooqvry+mpqZ89tlnPH78mI0bNzI7O8vTp0+xt7fnzTff5NmzZzx8+JD+/n5effXVr52f3wV+sAL91KlTokayn58f6enpSJKEubk50dHRdHV1iQh2Wloa9fX1GBkZMT09LbTxzz77DENDQ+Lj4/Hw8OC3v/0tnp6ehIaGinKjL8Ld3R1PT08KCgqYnp4mODgYJycn3NzcKCkpEWVP1ejq6iIkJIRVq1ZhZmbG3bt3ycrKYvPmzdjY2NDb2ytcEy/63h0dHfH29kZHRwdTU1Ps7OzQ1dXl2bNnSJLE+vXrsba2ZnBwECMjI/bv309SUhJXr14Vm8OtW7fo7OzE0NBQCPTe3l5u3rzJyMgIhoaGFBYWvlQA1tTUCDofzGsjkiRhaWnJ1q1bWblyJZ9//rmGFqgudPVNUAtS9WZjY2NDdnY2rq6uZGZmUlNTI2riqE3s5ORkXnnlFaFRqwW62mpSC1Z1EaZjx44xOzvLzMwMqampwq8aFRXFunXrmJubIz8/HxcXF+HnPHbsGBcuXNDQyF999VXc3NzIzc0VGqSJiYmo6QIQEhIigonm5uaUlZUxOztLTk4OGRkZhIaG0tjYyNTUFF5eXoIZYWVlRVdXF8HBwaL+SWRkJH19fcKi0tXV5cyZMyJoaW5ujrOzM2VlZQwMDGBubs7atWuJjIzkt7/9rUZ2ovoFJebm5oSFhZGdnY2fnx/Xrl3DzMxMWFKOjo5s27aN69ev89FHH6FUKpmYmODAgQO4uLgwOzvL8+fPefDgAe7u7ujp6QnXTWxsLOXl5Vy5coU9e/aI+ENVVRWOjo4iacbKyor8/HympqZITU3FyMiIwMBAioqKeOONN3j8+DHJycnC1/zs2TOUSiURERGoVCq0tbWRyWQaVMbU1FRyc3Oxt7fH3t5e1NAfHR3F0NCQDz/8kL6+vgXxB39/f9atW4euri6NjY1cunQJPz8/mpqahIWjXg8BAQGUlJQQERGBh4cHFy5c4MyZMxw6dAgDAwNRGtfT0xOFQiGSj4KCggTrZfPmzUiSRFRUFJaWlnz55Zd88sknL3VrfVf4wQn0F1/u4Orqikqlorm5WdTtaG5uprOzUywUmC8D0NzcvMBVERkZyZo1a9DR0REujpmZGVQqFXfu3KGoqIi1a9cSFRXFiRMnuHXrFj/5yU/Iz89nyZIlwi/W399Pb2/vSx9Uf38/VVVVeHl5icqDycnJvPnmm5iYmJCdna0hzM3MzGhsbOT9998XlRkHBgY4evQoKpWKp0+fIkkSPj4+NDQ0EBMTg7W1NYmJiZw9e1b01dnZSWRkJNHR0Zw+fRpDQ0Ps7Ow0+N2tra3Y2dlpvNxg/fr1FBQUcOnSJSwtLYmKimJ2dpbZ2VlKS0uFr/6rdUx8fHxYtWoV2tra4tPS0qKR+h8VFSUCgy9SCdVxi3Xr1hEWFkZycjKNjY1ERkZy7949srKyGBgYEJpwQ0MDycnJ9Pb24uPjw6ZNmzhz5gz29vaiYFJpaSktLS0ixT4/P5/o6GgaGxsZHBwUrhOlUklOTo5GIhXMlxFWs3xgPtj+4lucYL5079DQEFFRUcLf/fTpUx49eiT8t5mZmdy/f5+wsDCio6PJyMgQWYf5+flUVVVhbGyMkZGR8P3DvFvOyMiII0eOYG5uDiA04aamJszNzRkfH+fKlSsawnz58uX09/cLLr+uri4qlUrUTwkNDSUrK4vR0VHGxsYEe0QdpHV1dUWpVDI1NYVCoWDDhg1cvnyZ4uJiJEni+fPnhIWFsXLlSoKDgzl79iyXL19mbm6OwsJCtLS0iI+PF4qT+p6pmVbbtm0TlqmdnR379++nqKiIlJQUjesoLCwUQWEXFxdcXFxIS0vDz88Pe3t72traaGtrW+AGGh0dxdLSkpUrV+Lj40NnZydnz57FwMCAkpISXFxcCA4OFsqeuozz3bt3Nfz+4eHhgm20dOlSXnvtNQ2hrqZ/qgPFMTExVFRUiEqR1tbWeHp6ijlmbGxMWFiYYCc9e/bsr67l8k34wQn0F6FOhHkR/f39xMXFCQaAiYkJmzZtEuyVF03h4uJiLC0tRZlUmNf8UlNTycnJYeXKlURHRyNJEgkJCfzxj3/k3LlztLW1ERUVRU5ODkVFRbS3tyNJEnZ2dhp1PPz8/KiuriYlJYWUlBSsrKyQyWS0tbVx4cIFenp6GBwcJDIyUpi/cXFx2NraioWvLlF65coVnJyc0NfXJz09XZiEXV1d/OEPf3hpASkPDw8UCgVjY2NYW1uzdu1aCgoKhH80JiYGMzMzLl++zNatW7l9+zZzc3O88847lJWVkZ6eLpgOWVlZZGVlYWxsTGRkpKDl5ebm4uLiQlVVFREREYKaNjU1RUpKinhhgToTUV0AKysrS8ME3rNnj9igm5qacHZ2ZsWKFTQ1NXH//n0kScLIyIjr169TUlKCmZkZ+/btE2awWkuH+Y3q+vXrODk5ER8fT2trK6dPn6aoqIja2loMDAzw8vKiqKiI1NRUhoeH8fT0pLm5GVtbW7Zs2UJ1dbVGjRC1cOvv76egoIBXX32Vjo4OsrOzqaioEAv70aNHODk5sWvXLrS0tAgMDBQ1yTdv3kxMTIxGGrmHhwejo6MMDQ1psDRg3oWRlZWFt7c3zs7OWFpaoq+vT1NTEw4ODly4cIHh4WHBdf/Nb36DmZkZCQkJjI6OCnfHiwWn1C4ahUKBoaGhxiYC80H7hoYGUStJzcxQW6s2NjZERkbS29vL9PQ0UVFRGm9Bmpub49KlSy+djxs2bEBXV5exsTF0dXXFmlu+fDnW1tbCbw7zVqE6A9zQ0BCVSsWjR48wNTUVlSkB8XatF6G2JvX19YVm/8orr5Cenk5SUpIoTaG2BtPT04XrEua1c/WzUCttLwr1//7v/wbmkxwnJyeZnp4WVpialWZqairKeXyV+fZ94gcn0Hfv3s2VK1d46623MDEx4caNGxq7tEqlYm5uDi0tLUHTun79uijEHxoaypMnT1i/fj1VVVXcuHGDnJwcUTv80aNHzMzMEBwcLF7fpVQq0dHRwdbWVlQOVAf7bGxsiI2Nxd/fn2fPntHe3o6lpSWTk5Ns2LCBmJgYoaVXV1cL/7DaX60O7qgnkLr2spGRkYbvvby8fEGFPJh3Y3h4eBAaGoqBgQFffvklwcHBtLS0cO7cORITExkbG0OhUHD37t0FKeh3795FV1eXoKAgqqqqyMnJYdWqVfj7+2NlZSUyIGFeCLz55puiFEB9fT0uLi7s3r2bTz75hCtXrog63ikpKQwPD/PGG2/g4OCAm5ub0O4yMzNJS0vD0tKSbdu28eWXX3Lt2jWOHz/O9PQ0IyMj4qXQCQkJ/O53vxMMlJGREaKjo4mKitIIMKkF+uDgIP+fvfcMrjLPrn5/5+goHXGUc84BZSQkIQmEkJBAIufYNHSbbmZsV5fH88WuurfKNR88nhnP2NOJppswBDXQIAGCFiBEEEqgnDNKKKCcUTrnfpCf/+igntfvtXveW3PLu4pqGsSJz7P/e6+99lrffvstxsbGwvzExcUFOzs7Hjx4wNzcHA4ODnzzzTf09vZib2/Pzp07cXV15dNPP0WpVGJhYbGsA/Hw8CAmJoZPP/0Ue3t7sT4eFRXF1atXteCaVatWiWRlZGSEr68vlZWVJCYmiu8wNDSUsrIykYBhsYo9e/asSEJOTk6Ulpby4sULDA0N8fb2ZmpqSsgPSNi6lHQcHBxoaGhg3bp1rFixAl9fXy3sGRY7qV27dokOdnBwkM8//xwLCwv6+/uJjo4Wuuft7e3LMPre3l4xXP5TYWVlRVBQEHZ2Ovm3SwAAIABJREFUdkIGWk9PjwsXLvD+++8zNTUlDpK5uTkKCwsFZ1tiIM3OzjI6OioOSplMJqAVKerr67l58ybGxsYEBQXx/PlzvL29ef36NefOnRPMJOna3bdvH5cuXeLmzZvi+/3mm2/o6ekhKCiITZs28eTJE0GbNTExEdc6LO5VuLu7C0bV7du3xZb1uyEdGPb29gQHB2NlZUVXV5egpi4Vsfsx4y92sWjlypXcu3ePpqYmQkNDefv2LRYWFlhaWgquMSwObfr7+4mJiWH37t3o6elRVlZGdHQ0CQkJQqBLGtZIF5RKpSI/P5/Hjx+Lin2pqBAs8m7Xr1+Pk5MTU1NTZGRkEBQUhLe3NzU1NYSEhGBgYIChoSFOTk4EBwczMTGh1d43NDTw6tUrwbsdGxvj0aNHAouU6GoGBgacPHmSkJAQmpubBcZsampKamoqfn5+5OXlMTIywqFDhwgNDaWtrY2CggI0Go1oUSMiIkhKSqK8vFyseUv6F0ZGRpSUlGBubk5fXx/ffvutkASVGCAlJSVCajUnJ4fw8HDc3Nxwc3Pj5cuXdHR0YGhoSHZ2NrGxsYSEhIjPs7i4mOfPn9PW1kZgYCAHDhzA3Nxc/Nv29nb09PRoampi48aNaDQarY1KWDywra2tUSgUGBsbi9dVXV3N5OQkVVVVTE9P895774khp0wmQ61Wi03P8fFxdHR0SE1NZdOmTUJ7++nTp9ja2tLS0sLz58/x9/fn5MmToiqXpAA2btwILLbNmZmZy3S26+vrqa2tRVdXFysrKwwNDSktLcXa2pq8vDyUSiWHDx9mcHCQ4uJifH19GR0dFdBTamoqdXV1JCcns3XrVuzt7dFoNDQ2Nopkv7CwwJo1a3B3dxdJb3JyksrKSlatWsXY2BgXLlxgaGgILy8vBgcH8fLyoqGhgfHxcby9vZHJZNy6dYuxsTFOnjzJ6OgoVVVVxMfHC2eioaEhrfcXHh7OqlWrCAgIIDg4mFWrViGTyQR5ICoqiu3bt+Pi4oK5uTkPHz7E3d2dHTt2UFpaSk1NDZOTkxgZGaGrqyukOHx8fDhw4ACtra2CyfTixQtqa2uxsbERei+wiIUXFBRw+/ZtbG1tee+993B3d6eoqAhnZ2cOHz6MoaEh9fX1ojspLi5meHgYhUKh9X4mJiaIj48nMTERfX19LCwsKCoqYnR0FE9PT2xtbSktLeXBgwc/KKW8ceNGVq5cSUBAAH5+fqK4tLKy4oMPPiAoKAhXV1dmZmaEd8PIyAhOTk7/sykKf0zoFRUVYsFi/fr11NXVoVAoOHLkyDIVxffff5/Q0FB0dHSEUl9AQACWlpbY2tri6em5bOFFR0cHY2NjHB0d8fPzE9t3S6Ovrw9XV1cMDQ3JysrizZs37N+/nxUrVgh1P2mIJ62aSxWPqakpP/nJT1AqlULFDhZpWu7u7qKNljwN29ramJubE8qItra2bN++nbq6OnEBVlRUCFyvoaGByclJrXZPWtxxcHCgp6eH0tJS5ubmiI2NxcbGBmNjY3Jzc2loaKC+vh5nZ2eOHj1KYWEhMTExbN26le7ubl68eCFgA19fX2ZnZ3n79i3z8/M0NzeLpR2VSkVRURGPHz9e9vmq1Wo6OzsFxmpmZkZVVZXoXGZnZ7l9+/YyfWo7OzthO1ZYWChWwF+9eiUUKSMjI0UlKw313u1uzM3NkcvlTE9Pi82+R48e0dPTQ3d3N2vWrBEqltJClPT9DwwM8OzZM7q7u3F3dyc+Pp729nYB+YSEhDAxMUFpaSnl5eWYmZnR09NDZWUlk5OTbNy4ETs7O1xdXSkrK6OgoIDS0lJUKhXHjh3D0dFRbC77+flhZWWFn58f9vb2Wvoj7e3tFBQU0NjYyPj4uLjuR0dHhY7LkSNHMDQ0pKGhQfy+sLCQ/v5+sXy1fv16PD09xaauhGVfvnxZVK8SkUBPT49NmzZhY2ODpaUlhoaGfP/99zg4OODm5ibuLaVSSW9vL/n5+cTExODp6SnE4CYmJhgbG6Ourk6YW8fExIjXOTc3x8GDB3F2dqa+vp7CwkImJyd5+/YtExMT9Pb2kpeXh7+/vzDnloayTU1NxMTE4OzsjFwuF0NcQDiMvavN09bWRm5uLuXl5XR2dgp8vb+/XxQUKpWKiIgIUlNTaWtrE9Cqq6srUVFRgqRQXV1NbGwsDQ0N9Pf34+/vz8TEBH/4wx9QKpXifvqfTdH/iKVD0ePHjwuusWS4IJPJln1h165dIz4+ntDQUFHRLSwsoFarKSws5MmTJ1rtnoGBAampqVqbXdINEhAQQHV1NZGRkZSXl/Pll18SEBBARUUF0dHRok0zMDCgo6OD4OBg1Go1d+7coby8nKioKF6/fo2Ojg4qlQp/f39aWlqWCSuZmZkJhkVUVJRgdUh6zXFxcbi4uLBnzx7Onj0rMMDGxkYaGxuRyWTL7OtGR0e5evXqMhplVVUVz58/X7a9uGfPHoyMjARbwNzcnPfee48LFy4IiOHevXt/8rtqa2vD0tISd3d3rdbfx8cHmUzGmzdvqK+v/0GjiNraWlatWkVERISoXPv7+7G3t+f48eO0tbWJ9/quBHJ+fj6w2GZbWVkJv86lfOS5uTlKSkq0tmaXRmtrK7///e+Zm5tjdnZWa/9AoVCwadMmAgMDUSqVojvYu3cvmZmZzM7O8vHHH9Pc3ExeXh4PHjzQemxJ42Z0dFRrprNr1y7RVbi4uGgdZgMDA1y/fl1YJoaGhhIVFSWgvKXD7rq6OiwtLTl8+LBQlJRed1xcHPr6+ty/f19Uk3Nzczx+/Jj5+XnBAiotLcXU1JQPP/wQgIqKCry8vGhqaqKsrEywWHJzc5mamiIpKQmVSkVNTQ3Z2dns379fQBPSnMPExGSZY49klC2FSqUSxY27uzunTp0iJydH63vq7+8nMjKS5ORkLSaLv78/NTU1tLS0CClmib+/Z88e/P39mZqa4osvvmBiYgKFQsH777/P0NAQg4ODy7oRKU6cOCFeo0RSkIqGnJwcMQBtaWlBV1eXuLg4VCoV33//Pffv3xeKp0ePHhU89j9X/MUldEniFhbX6pOTk/Hy8sLQ0JDu7m4aGxvJysoSei0uLi6o1WoyMzOFQS8glm56e3vx8vIiPj5euP00Nzdz8eJFYUbR2dnJ8+fPCQkJISEhgerqaoyNjTl16hQZGRkimZqYmAi7LScnJzo6OlhYWCA9PZ2amhrWrVvH+vXr+bd/+zecnZ15+fIlDx8+RC6XC8OKoKAgamtr+fzzz5mensba2ho9PT1iY2OprKwUB0tbWxtPnjzREheS4uDBg7i5udHb28vZs2cFW2Pr1q1CUGkpz7apqUk43izVCPn666/Zs2cPsHgh9/b28v3332uJisEfbb90dHR4/PixGFSbmJgIh/iKigrxHh0dHYUp9fz8PD09Pdy4cUNrG/Jv//ZvWbFihXDOSUxMpKOjg9LSUmJjY/Hy8sLDwwMLC4tl/OJ169aJxSfp8Prss88wMTERUripqamo1Wr6+/vp7u7WwkIlS0E9PT3B2FmaUCS5XSkKCwuFUXJXV5dgkUifaWdnp5B9hsVhvKmpqVayhUVmTWJiImFhYbi6upKdnc3ExAQymYwrV64gl8s5fPgwWVlZdHR0sG3bNqytrVm7di39/f1aC2x6enoieUjsKwnXlzjfUkhUyXfNF0ZHR3n27JmAdKKjo5mdneXhw4d4e3szNzcn9NUldlFsbCw5OTniwHV0dMTQ0JCXL1+Sk5OjpWqor6/PuXPnsLOzIzIyEn9/f7GiL83BZmZmMDMzW1aEFBUVUV5eLhRPTUxMhAWcpN4YExNDbGwsv/zlL4UG+d27d5mammLlypXC9Fwa5KvVar777jut70Qmk3H+/HlCQkKIiYlBX1+fubk5zMzMSEhIoL+/n5s3b/JXf/VXYqakUCiEKJx03ezbtw9ra2v+3PEXB7no6upSW1tLYmKiYBl0d3ezsLBAd3c3DQ0NQrlOaoNPnDiBtbU1TU1NgrrY1dXF1NQUe/bsIT4+noWFBYqKiggLC2Pjxo0Cf1YoFDx+/Bh9fX0OHDiAUqmkqqqK+fl5wsPDMTU11VqyWYq1t7W10draSktLC4mJicJ098GDB0Ilz83NjcOHDwvz3h07dhAWFiYgjcnJSXJzc8nLy9O6GQYGBnB0dBTGyaOjowwMDKCrq0tbWxve3t7cv3+f+fl5Pv74YyE0lJiYyNjYmJYutbSdJwlD7dy5k5iYGGpraykqKhLwiATRbNq0CZVKJbwoGxsbBRNjenqa5uZmtm3bRmVlJXl5eVRXV2NjY8ORI0dobm4WqnoajYb6+npu3769TD3SxMQER0dHcnNzGRgYYNu2bTg4OIjNVENDQ7799lsBMw0PD2NnZyfgJkmKQSaTUV9fT3FxMVu2bEGhUFBdXc3q1avR1dUVSb+srEwkjA0bNpCQkICfnx8+Pj64uLjw8uVLXFxckMvllJeX4+vri1KppKurS8AWjo6OmJqaCoExV1dX1Go1ubm5WnOT2NhY9u3bR2BgIG1tbSgUCj788ENxPbe1teH6H85L1tbWZGdnMzg4yJEjR7CxsWFsbIyamhrCw8OFHMTVq1dZWFgQ72FiYkLop/T19Qnd9fb2di5duiTIAx4eHvzkJz8hPj6e6OhoKioqhCTs6tWraWlpEQP7iooKASeMjIzw6tUrBgcHOXDggEj69vb2VFRUUFtby+DgIHZ2dhQUFFBWVoajoyMHDx7ExsaGxsZGTpw4ga2trbi2SktL6e7uZm5uDo1Gw9OnT8nKyqK5uRkLCwut7emEhARMTU2Ry+WMjY3R2dmpBa/o6+tz8OBB9PX1KS4uFmYmz549E0tVVVVVeHp6YmpqKvZOampqiI2NpaOjg02bNgl1TMmgori4mIWFBYKCggRcW1ZWJrwA3Nzc6Orq4s6dO1p4+/z8vCgUnj179meDXP7iErqEoScnJwsO+VJVRbVaLYSWhoeHaWpqEtzu3t5erQUFjUZDf38//f39DAwM0NHRIfjE+vr6tLW1CX/A7du3Czy8t7eX1tZWoqOjuXnzpkhGwcHBYngjnfLS301MTPD8+XOt9lulUpGamoqlpSV9fX3U1dXh6OhIdna2lnaypJFiZWUlOOOSsYe0dFRbW4tGo+HQoUNUVFSQn5/P6OiowF6lRaLi4mKqq6txd3fno48+Ijg4mLKyMqqrq3n9+jULCwts2LCBwcFBNBqNViLy9fXl6NGjODs7C8z6o48+oqmpiRcvXmBtbc3MzAzNzc1s374dS0tL0dZPTk6ip6eHjo4OjY2NuLu7c/v2bfLy8jA3N2ffvn10d3djbm6Oubk5dXV1rFq1iszMTHx8fAgICBA3Z3t7u1hiktzpc3NzWb16Ndu2bWNkZISioiK6u7vx9PTk7t276OjosGXLFkxMTHj58iUqlQpHR0fUajVpaWmo1Wo++eQTXr16RUNDA+Hh4aJira6uprq6mm3bthEeHi6YG4GBgTx+/Jjx8XF27tyJjo4OSqVSJJfw8HAyMjKorKzExcWF0dFRVCoVTU1N2NnZoVAouH//PlFRUfj6+hIUFISJiYnQI9doNDQ0NDA2Nsbu3bvFartcLhcGDFVVVWRmZmJsbMyRI0eQy+UMDw+zf/9+SktLxabywMAAcrmcO3fuYGZmxrFjx8TsITY2FrlcTmFhIXV1ddja2jI9Pc2xY8eIjIxc1s0tvW9cXV2xtbVldHSU0dFRJiYmWFhYEF20tOCzdetWNm7ciJGREQYGBsLxSfLsdXZ2ZmxsTGD1HR0d6OnpERERQUpKCjY2NtTW1uLv709/fz+BgYGsW7dOyFDExMRoXW/S3oSVlRW9vb1CstfW1pZt27ZhYGBAfn4+NjY2ODo6cu/ePcrKyoiPjycuLo7c3Fzs7Ozw8/PD2dkZIyMjmpubRbdTV1dHXl4etbW1TExMCLhWsj60t7cnLi6OlpYW1Go1IyMjlJeXY2VlRU1Nzf8kdCkkh/OpqSlqamqora3VqlxhEUcuKSkRSbW+vp7BwUHc3d21cOK4uDghhiXhdl1dXUJ6dmk0NTWhVquxt7dndnaWmpoadHR0qKioYMuWLfT39yOTyTh48CDh4eECxwWEYJF0cUkxOzsrVpuX2rDJ5XJCQkIERXJubo5t27bh5eUlbq7W1lasrKxEG1dXV8fExAQJCQli+AQIfXapIl+KBUt44/T0tDDKldrompoa+vv7tdrciYkJzMzMsLGxoa2tTVT8/v7+vHr1isLCQt6+fcvY2BhKpZKsrCzx73V0dGhpaRHvv6ysTGCvW7duRa1Wk5OTQ1RUFEFBQcKZZ3BwkISEBN68ecP333+vpbmjVqsFz76pqYmwsDDs7OzEjVJeXk5eXp5wS3J0dESlUtHc3ExHRwerV6+moKCAyspKtm/fjoODA5aWlhQVFSGXy3F1dQUWtwd1dHSEZr2TkxMvXrwQy0sRERFiiQQW4Y7S0lJyc3Pp7+9n48aNeHl5UVNTw5EjR+jr6xMStn19fWzbtg1DQ0MhjiXNX5bG3Nwcra2tvH79mqmpKeH12tnZSWBgIAcPHhRw2uvXr9m+fTve3t68fPlSfGbt7e2CXaRSqVhYWKCyshJPT0/09PS4fv06bm5uREZGUl1djbe3t3DTgkXmxqZNm5iamhLw2PDwsNgSln4tXVSDRcs2f39/Mb8yMDCgvLychYUFoX8ksVKWVrU/+9nPcHNzw8jIiOzsbGZnZzl+/DivXr2iurqa0NBQQV1dWFjgu+++E1V8amqqgL/GxsaYnp5GJpNx9OhRlEqlYLtJeyFFRUVER0eLbeJnz57R0dFB23/4wDY3NwsPYCkkITiVSqU1AwsJCRHXk9RB7ty5k5aWFrFbMj8/T1hYGP+V+P/VUFRa9pA0j93d3XF0dBSDkL/5m79henqayspKLd2In//859TV1VFXV0dISIhYwV6/fj25ubla7i4nT55EoVBw7tw5cYHY29vz5MkTXr58KYyEc3JysLCwIDQ0lPHxcZ4+fcro6OiyrcO4uDiRHExMTMQAKzk5WZz8S9kLP/3pT2lububFixfs2LGDO3fucPPmTaEDIW083rx5E0NDQ9zd3QXGqNFotHBwFxcXwXNfuglnZ2cnBn4qlUqrI0hKSsLJyYmFhQXOnz9PREQEERER3Lp1i4yMDOrq6oRXq6QRfvToUS5fviza84cPH+Lm5kZSUhKnT58mISEBb29vPv30U/E8kg2dXC4XlZWfnx+mpqZ4eHiIFvrOnTvC2k6SWpUSQUVFhXhfN27cWKZyKEVOTg5v374lMDCQ1atXk5GRQUlJCU+ePMHX11c487i4uODv709eXh6hoaHMzs7S0dEhdhJgkR8u8ekBwYCZm5tjfn5ea9C5adMmIiMjxWasSqVi3759/O53vxNQnXRQvQs7LQ1peU2yU1saVVVVNDQ0oFKpREL8xS9+gVwuXyYm5+rqKt6HdN00NTVRV1cndickLLqxsZGXL1/i5uaGp6cnDx8+xN7eHoVCocW7d3d3Jzo6Wvx/S0uLlhTwzZs3yc7OZtWqVaxatQqVSoWbm5uQsO3r6+PatWuMjo6yadMmjIyMuHHjBqWlpYSHhwsv3KioKORyOampqZw+fZrs7Gy2bdsGILr02NhYnj9/jomJCR9//DFXr14V15GkjmllZYWVlRX6+vqCCgmL+lBfffWVVtHV3t5ObGws3t7eDA8Pk56eLty87O3tCQgIoLOzU2vBsby8nMbGRtauXYtarRYKo76+vlqbs3+O+ItL6JJGNSwu9WzZskXYxjU1NWFubk5rayulpaVYWVlhYWFBS0sL8/PzPHv2DGtra+FmL2F2EgVKEgWytbXlypUrzM3NCR3m6OhoNmzYwKNHj7Q2/aTEEhwczNOnT3n27Bm1tbXY29tz9OhRPvvsM548ecKxY8eQyWR0d3djaWmJjo4OL1++5Kc//alQgZOitbVVJFgPDw82b95MZmamqM4VCgUHDx7k3LlzXL16VTy2RqOhvLyc6upqNmzYQEdHB69fvxaLLfr6+gQEBFBSUoKXl5fgiD98+JDe3l7BQLCyssLe3p6vvvoKlUrFhg0bhIFuUVER2dnZosW8f/++wO/fZcn4+/tjaWmJmZmZkGdYGqWlpcI+r66uTmDgkjO7FPr6+qSmpuLt7c3IyAilpaV4eXkJuGjpQHPdunXCZGCpy7xMJiMnJ4ecnBzBjLp79y76+vqkpKRosSUSExOpr6/n0aNHKJVKsfE5PT0tXIqWdgpzc3NYWVlhYGAg8HgpGhsbCQsLE4WBUqlclpC7urrw8vLC2toaW1tbbGxsyMnJEd1fVlYWenp6vPfee5iYmDA1NSW2FWFRulVayJIS+sLCgqDcSjASLB6OUnJdvXo1jo6OlJaW8vbtW4KDg7GxsQEWWVbSsFSCSh4+fEhlZaWWm5RKpaK1tRUjIyO2bt2KQqEgJydHdBwhISF4eXlRXFzMkydPePbsmdApmp6e5v79+5SUlGBoaMj777+Pk5MTGo2GkpISHj16xMqVK6mqqkKtVgs3IBsbG6KioigoKCAkJAQrKyuePHmCu7s7ERERPH/+nLKyMoqKirSuI+n7WPr9LI36+nrs7e1xdHQUQmu6uro4ODjg6OhIZmYmVlZWHDhwgDNnzpCdnY2Pjw8FBQUYGBjg7e1NbW0tBw4cIC8vTwyeh4eHBW1WemyVSvWDr+G/G39xkMvbt2+Fs3p1dTUtLS14e3vT2trK0NAQdnZ2pKWlYW5uzrFjx7CwsKCkpIS+vj66urpISUnB2tpaQDednZ2sWrWK7du3i2GTjo4OJSUlJCcnExISQl5eHmZmZtja2jIxMSGgEPijM3pfXx/Dw8P09PQwPz/P8ePHUalU4rGcnZ0xNTXl/v37uLm5ER4eTnFxMebm5sKm7eTJk/T19fHy5UvUarWQa7W3txemz7BYZXl4eODr60t1dbXAk9+8eUNLSwsuLi5s2bIFKysrioqKaGxspKuri6SkJOLi4gRbxNfXl87OTrKysggPDxcaFXV1dczMzFBbWyt021+9eiWU9JZy26XPwsLCAjs7Oy29Ewn6Gh8fZ2BggPb2dkJCQhgfHycgIIDY2FjKy8vJz89nfHyciYkJCgoKqK+vR0dHRyQ+tVqNs7MzdnZ2vH37lhcvXuDr60t/fz+3bt0SQl+jo6Ps2rULV1dXcnNzxefX2tpKUlISmzdvxsjIiJ6eHlFFLyws0NPTQ1dXF0NDQ0xPT6NUKlEoFBQXFwuX+aGhIW7fvk1jYyNGRkZaHQ0sShtv376d+vp63rx5w5YtW/Dz8xOcb7lcTk9PDwEBAVy8eFGrilcqlWLNXZJszszMJCIigrVr1wp+d1VVFd7e3qjVaoqKili5ciUDAwMYGBiIFr+oqAh3d3cWFhaEXHFycjJtbW3IZDL27dvH5OSkGPKNjo6KIWRsbCxjY2NiRwEWE1p0dDTGxsa8evWKyspKpqenSUlJoampSUjzSslToj2mpKSgq6tLY2MjW7duJSQkhMDAQORyOfX19SJhvn79GrVazYEDB3ByckImkwkZjaKiIjFkV6lUglQAi11SZWUlr169Ynh4mM7OTlJSUqipqaGzs1NIE6xbt07ck0qlkk8++YSoqCi8vb21xOT8/f05ceIEISEhtLe3MzIywl//9V/T1tZGYWEh7e3tvH79muTkZOzs7LCwsODFixeMj49TU1NDVFSUsJq0sbEhNTUVIyMjsVcRHR3Nrl27iI6O5vnz5/9jQSeFNBTduXMnnp6eFBcXU1VVxeTkJKOjo9TW1gq+tJGREcbGxhQXF4uKSldXdxkWOzIyIgT2e3t7efXqFebm5gQHB9PR0UFjY6NYg5a0wpdGQEAAQ0NDWje5u7s75ubm2NraUlFRQW9vL+7u7jx//pxVq1YRFBREQ0MDVVVVdHZ2EhAQQEREhLBOk3DIoKAgRkZGMDU1FQydtrY2nJycUKvVuLm5aemzqNVqUlJSGBkZYXh4WCwYwSKcMTU1hZOTExUVFbx8+ZKamhrMzMzYtGkT4+Pj6Orq0tDQIFrqzs5Onjx5Qk1NjZAFtrGxEZjh5s2b2blzp9CtkZg2Tk5ObNu2TatqhEVlw+LiYoyNjVm3bp1IVlJERUWxadMm1q9fT0FBAWvWrBEbo11dXVhbW1NRUcHc3BwFBQViM9DR0ZGioiIWFhaETEJqaiqRkZGCwRIWFoazszODg4Nah7L0GqXvo6ioSAvDnpubY3R0lJCQELFs1NbWhpGREXp6emzZsoXCwkLy8vKE87yE5xsbG1NYWEhXVxcajYaKigoxeG5paWHt2rX09vZSUlKCvb09ZmZm3Lp1i4mJCfbt24euri7GxsZ4enoKjFoul9Pe3s6OHTvEob2wsMCbN29ob2/nvffeIzIykv7+foqKiujr68PHx4eqqir8/f1Zt24dwcHBzM/Pa+HddXV1VFVVaS1hSYdHXl6e1kF+8OBBSkpK0NXVFeqhkmImwO7du0W3ZWdnh6WlJUqlElNTU8bHx5cJnUmD/MbGRjGcn56epqGhgYmJCWJjY8X8anp6WmDitbW14j1I95IUO3bswMvLi+fPn7Ny5Uq6u7tRKpW4ubkxMzNDcXExGzZswNzcnIqKClpbW3F0dOT+/fsEBgbi4+MjlBUlevD8/DydnZ1ioCzBM3v27MHc3Fww2yIiIsjLyxNdq4WFheiI/5wsl784yGVp+Pj4cOLECa5cuSIukPn5eVasWEF6ejpTU1NMTU1pJdrGxkbc3NwwMzMjLy8PT09PlEolzc3NWlXT0NDQMtGfhIQEQkNDuXz5MrOzsyQnJ3PlyhX09PT4+OOPuXPnDqWlpSiVStLS0nBwcCA+Pp61a9dy9+5d0cLa29sjk8mIiYkRmO/g4CAXL155GiwaAAAgAElEQVRkYmJCi1u+FHNeGu++tqUh8XDfDckc4N0YHh5eZsIhhbOzs5AplZgZN2/eRKFQsLCwIEwzent7xXKVZJBtY2NDcHCw1oZtWVkZCoVCJJOlwk6wyOCwt7cXQzcrKys2btzIy5cvyc7OFi20tMQRExMj+P5yuVzwfuPi4ggPDwcWOxqpepQWvCIjI1mzZg3nzp0T1FYDAwMGBgaEp6oU0lavrq4ub968EZriRkZGlJWVERQUJETMpNcmfZ7vOgRZWVmxb98+cQA7OTkRFhbGlStXuHz5Mj4+PjQ1NZGYmIhSqWRhYYHZ2VkMDQ3ZsmUL165dE9fR/Pw8np6e+Pj4CKkLDw8PsZx04MABYbQhVcQS3CbRZpfG4cOH0dfXp6urS4uNlZKSwvDwsBYuLkFkEhb8Lsf697//vdAsr6qqwtzcnOfPn1NdXY1cLsfAwEBspEpznt7eXnp7e5epcQJkZWVpQWg/FBIca21tjUwm4/bt2wLbj4mJYXJyUsgaFxcXo6OjQ3h4OIaGhri5uXH79m2hrV9aWqpFZZWitbUVPT09LWVIWJzRhISEEB4ezo0bN3j48CH19fVs2LCBmZkZ8vLyCAkJ0dpf+HPEX3RCh0UcPSwsTMvpZnh4GKVSyYoVK0RFJ8XWrVvx8/NjaGiIvLw8AgMDCQoKYnBwUCt5bt++HVNTU7KyskQ17+LiQl9fHz09PUJDPSoqisLCQjw8PFAoFOjr6/N3f/d3lJeX8+zZMy5duoSjoyOwmMzkcjkymYx79+5pXbTd3d04Ojpibm6Ok5OT1gBzy5YtWFhYoK+vz1dffYWdnR2bNm0S7JSlFnqwKPhlaWnJihUrGBgY4MqVKxw8eBArKysmJiaELroUJiYmrF+/HkNDQwwMDLhx44YwEJZkAaTo6+ujqqpK3CCS12d2djaGhoasXbuWoaEhQdGsrq7G0dGRAwcOkJGRIVxcJId2IyMjMaSWhpFzc3MiGevq6iKTyVi9ejVyuVzrvc7Nzf3Jw6u0tJSRkRE8PDywtLSksrKSL7/8kv7+fuLi4oiLixOsh7Nnz3Lx4kV27NjBy5cvqa2txcTEhISEBOGVCovV6q1btzAwMGDTpk0UFhYyPz+vxWiCxc3IoKAgIVFbW1srOhofHx+MjY3F/ysUCkxMTDh+/DhnzpwRw+Hs7GweP378v9TOPnfu3LI/a2lp4cyZM6hUKlasWIFKpSIkJERcaw0NDfz6179mcnISKysrjh8/ztDQELdu3UIul2NnZ0dGRgbm5uZCOletVpOYmEhDQ4NY9Ll+/bp4ztraWu7cuYOhoSHT09MYGBhgY2MjDh6pY9LV1WXNmjWsWbOG+/fv8+rVK/z8/CgpKSEpKUlg5BqNhtbWVq2iRS6Xs3btWq2Fr5qaGnEo/exnPxMkiK1bt7JixQq++uorHj9+DCzmibVr13Lp0iVevnxJZWUlAQEBGBoaMjg4yJs3b5ax5SSjl/HxcW7evAksHsDHjh2jsbFRy9e0traW8vJyIeZVWFiIiYmJ6DBramq4e/cuH3300Z/8Pn+M+ItO6FIiWVo5AEI2VaFQMD4+TmVlJWFhYfT09HD9+nV27NghBmMymYyenh4uX74sNutMTExEkunr6xOT87a2Ntrb2zEyMhIXX0JCAm1tbdy6dQsLCwuBm4eFhREcHExpaanWWrZarebMmTPo6OiIgY8U3t7exMbGCrEjyYG+oKCAY8eOoVKp0NXVxcXFBWdnZ6anp0lLS9PaopMw+6NHj6Kvry8qQV1dXczMzFAqlTx48EBL6mBsbAwjIyOxou3g4EB7ezs6OjpcvXqVkydPYmBgACxWIvr6+sTExAhNldzcXFpaWkhKSsLAwEAo3EkHqaWlJY8fPxaPIYWDgwN79+4VP7d161ZUKhWFhYVa6pOVlZXk5+drwWRSSMtejx8/FtRTa2trrKysaGxs1DrMpbVuqS2WlmukzkzyjbSzs+PAgQMYGxtjbGzM+fPnyc/PR6FQ0N3dLSQRFAoFarWahw8fsnLlSnbv3s13330nFA8DAgKYmZmhuroaU1NTLC0tycnJwcrKSqgdSv/t7OxcJv+gq6vL2rVr0dfXR09PD7lcrmW6EhgYiKenJ319fVqHiiSD0dnZucw5CRAHlDSfsbe359GjRxQUFIjXceTIEdzd3XFzc+PJkyfo6ekJ43FfX1/u3r0rMOjr169ja2vL/v37uXXrFvPz8xw+fJiBgQE+++wz8byffPIJSqUStVpNc3MzPj4+JCQkUF9fz927d/nggw+Qy+VUV1eTmZmJUqlk586d5Ofn09PTI7Z/pWt2qTlLS0sL+fn5BAYG4ujoyOTkJNbW1gI6zMzMxM3NDVNTU63u4+zZs8tki2GxK4uMjBRaNbq6umzcuJF79+6RkZGhBUvt3r0bb29v6urqtOBPSXDP0dGRzZs3k5aWtixX/dgh/89+QCaTnZXJZG9kMln1n/j79TKZbFQmk5X/x6//68d/mctjdnaWa9euCUnWlStXYmZmRlxcHBUVFfzhD38Q6nsajYbIyEiOHj2Ki4sL6enp4jRva2sT7kfHjx/Hz8+PsbExxsbGyMrKwtnZmfj4eKytrSksLKSlpYXIyEitG3L37t3Mz8/T1dUlRIlKS0vJysqioqJi2U1laGjIJ598wq5du1CpVAQFBREYGEhOTg6ZmZmo1Wrevn2Ll5cXhw8fFk7ykkrgwsIC4+PjnD9/XiSYlStXYmlpyZ49e4T91rsVx9zcHGlpabx+/Zo9e/ZgbW2Nh4cH1tbW3LhxQ+B9ExMT2NrasnfvXkZHR4XcaGdnJ42NjUJIScIAnzx5go6ODjo6OqSlpfEv//IvWs9bU1MjONNL9WUiIiIwMjISVahCoSApKUkMsmBRuyc9PR21Ws327dv5x3/8R9EJyWQyHj9+TFZWFq9evRKHdEJCAnv27OHv//7v2bt377JrR6PRiMeQtNGXRk9PD7/97W/54osvBKPjyZMnZGdnC9erhw8fanWFgYGBYl/A2NhYcKIfPHjAyMgIO3fuZN++fTg4OHDjxg2B0evo6JCTk8OVK1cEXTAsLAwXFxfevn0roI3Q0FChOrl7924sLCwYGBjA39+ftrY29PX1cXFxQVdXl927d3Pq1Cl+/vOf8w//8A/ExcX94D2UlpbGr371K9LT09HX16e5uZknT57g7++Ph4cHMpmM5ORkZmZmREc3OTnJrVu3tBQw4Y8drZmZmTiYls4hZDKZgNG6urrE9W1gYEBSUhLd3d0UFRWRmZnJzZs3sbGx4aOPPsLT05OUlBTxmUvf3507d1Cr1Rw9ehSAjIwMYfySnp7Ob3/7Wy1qZVlZGTdv3tSCMysqKpieniYhIYFTp05haGiIq6srH3zwAWNjY2RkZKDRaMTMSuoaKysrmZ+fZ8eOHcCif6menp5QsFwa33zzDefPn0cmk+Hr68vTp0//P3csOg98Cvzhf/EzuRqNZsuP8or+N+PcuXNoNBrB87116xYLCwusX78eKysrMjIyOHPmDKOjo2JhRKPRsH//ftLS0gRjRKI3HjlyRFRkU1NTWklEWjJ58eIFcrkcHx8furq6xHacxBSAxYv49OnTwCLdzt7eXsAyUkxPT3Pt2jV27NjB/Pw8enp6pKSkYGpqSm5uLmNjY4yPjwurtsOHD3P58mUuXLjA27dvGRgY4OzZs0xNTXHo0CHc3d2pqqoSmjC7du3ixo0bpKWlCd3l+fl5vv32Wzo6OoRGzbNnzwQF8syZM6SlpfHhhx8yMTGBk5MTzs7ObNq0iXv37vHkyRPRnURGRjIxMSFwWVhki3z//feYmJgQGhqqpa64Zs0a1q9fj0wmo6+vT2is37lzBzs7O7G9K8FRq1atEu269O+X8sBVKhUODg4EBgYKj08nJyfi4uK4dOmS6AS6urq0IBqpK9HX12fXrl3i56SBqJ6eHrOzswQFBWFhYaG1kSrF+Pg4t2/fXqZ7IomeOTg4YGZmxqtXr8TBFh0dLYTeDhw4wDfffCMoqGlpaUxMTBAaGkpwcLDwt0xNTaW2tpYHDx5w/vx58TzBwcH4+fnx9u1b7t69y9dff01vby/79u3DzMyM06dPU1JSQkxMDC0tLTx8+JA3b94Ilx8poqKiBBe8sbFRS2e8pqaGjo4O0fUtxZGzsrJYsWKF2HyVroELFy6IweDU1BQ9PT1kZWXh6urK3r17+fzzz7l79y4nTpygqakJmUwmNl8DAgK4efOmqJxtbW3Zt2+fqMYtLS2JiYkhNzeX0NBQRkZGaG5uZtOmTWK/Axav8WvXrgkPWElmAhbJBREREdy7d09rEJyYmIi3tzcPHz5kenqapKQk7OzsSEpKIisrS+vzu3z5stZ3vlRqe3BwkCtXrjA6OkpcXBxPnz5l8+bNqNVqCgoKuHLlCgYGBuJa/yFBuh8j/tOErtFonslkMtc/y7P/FyIjIwNY/DDDw8OFy7ZCoRD0KxsbGwICAsTN+Pr1a37xi1/8yZNRmsY7OTkJTYq2tjbCw8Pp7u4WWg3S8y41JQaEMfPS2LlzJ4GBgchkMpGcpJsqJSWFR48ecfr0aWZnZ5mYmGB4eBhfX1+GhoZEVVhWVoabmxsKhULwa2HRVUYul3PixAktYSFpAOfv7y9EwaQb7tq1a6KqCAgIAP6Y4ExMTNi/f78wDJYgGFjUv+7q6tJKsF988cUPioLt27cPX19fsazi6OiIrq4uz549Y3Z2lqSkJFHZvf/++3z77bdcv35dSJ1K/27pgBGgoKCAqakpwYd+1+gAtI2Z9fX1qaio4M6dOwILv3PnDgcPHmRkZITvv/+er7/+mgMHDmBpaUl5eTkymYyf/vSn3L59m5qaGj788EPWrVvHwsKCgCNgsXqOjo7G1NSUf//3fxdVZ3x8PPPz88LxZ2lUVFTQ0NCAQqFAoVBodU4TExN4eHgQEREhIKHp6WmKi4vp7OzUkqqQHquyslJ8PxLLQvo8FAoFjx49or6+ntevX2NmZsaePXuwsrLiiy++YOPGjXR3dwtLPm9vb+EGJH3HS+0VpetQCn9/f+HGlJWVRW9vLx9//DHXrl3j8uXLYl509uxZFAoFO3bsQKlUkpSURHp6OiUlJTQ1NeHs7Iy+vj4tLS1a15b0nn7zm98IP107OzscHR0xMDAgLS2NhYUFdHR0mJ2dXUYOCA4OZvPmzYyPj/Py5UuxDV5UVERcXBzW1tb09/ezdetWnj59qoWDS1BhX18fHh4eQodG+gz09PTYvHmzMJGWPpeBgQFu3ryJXC7n2LFj2NnZ8fTpUyYnJ4WtYnV1Nfn5+WKYmp+fL3T1f8z4sTD0NTKZrALoBv5eo9HU/NAPyWSyk8BJQEua9v9NLL3AJddzSaEN4Je//OWyBRZYxEU9PDwENLDUXmxmZkarfX738d9to+Li4rC3txcqbwYGBqSnp1NfX8+OHTvIysoiIyODvr4+/P39BSsiODiYy5cvY2lpyalTpwS+WF9fv0wCVgppGPNuqNVq/vCHP4iuQkqUjx49QqFQoKOjo+WJOT8/j6WlpdhoXUpZKyoqYsWKFQQGBopDsKurS5gsL21dpc9SWkopKSmhsrISQ0NDMjIy2LZtG35+foyOjhIQEMCGDRvQ1dWlsLBQuNBYWFjg4uLCjh07+Pbbb+np6RELKbm5udjY2PDBBx/w6NEj2traCAsLE5S2xMREVqxYIRK/ra0t4eHhZGZmisMrLy9P+Efu27dPfDYqlQpPT0+srKy4du0aX3/9Nbt27RLSsMbGxuzcuZPTp09z/fp1Tp48iY6ODvX19VhYWCCTycRrGBkZYXR0lISEBF6+fEl1dTXHjh1DV1d3mWaQk5OTgMrm5+eZmZnRguFaWlq0FmAknHzFihW4urpq4bXJyclMTU0JbRIp3pUxlmwS169fj46OjpAvCA4OxtPTk5qaGgoKCtiwYYNwuzcxMRFsodTUVHR0dKitraWsrIxNmzbR19cnJBt2795NT08Ptra2WFhYcOLECdLT0wWjaX5+nqSkJDEklK4t6XW6uLjwzTff8Pr162VLNtLcoLu7m56enh906oLFec5Sdo0kxdHR0SEqcwkmKS4u5sGDB7S0tBAUFISPjw9qtVoUiLA4Y1lqg/du2NjYMDc3h5OTEytWrBDY+7fffouFhQUHDx4UZinGxsai6JE+d3Nzcy3VzT9H/BgJvRRw0Wg0EzKZLAXIALx+6Ac1Gs1XwFcA4eHh/6WeQ7Kg++CDD1hYWKC1tVXrhJ+ZmSElJUU4thcUFGBhYUFfXx+JiYm4uLiIib9kkLxz507MzMx4/fq11okvucVYWlpy9epVmpubUSgUtLW1sW7dOlERS7oyq1atws/PDzc3Nx48eEB+fr4YViUlJYmf7+npEd2EFDt27MDAwIDOzk6t1X1PT08SEhJYWFhgZmaGixcvir8LDQ0VeL8UUhX/QzEwMMCjR4+W/fkP0cG6urro6uoSyXupjIKJiYlYwy4rK8PY2JgTJ07w3Xff8d133+Hj44NGo8HU1FTgsLOzs1qsnvr6euH92N/fz/z8PLm5uYSEhIilFC8vL+rq6vD39ycoKIjMzEwt6uX8/Dzr1q3D1NQUZ2dngdlWVVWxatUqUlJS0NHREYe9lDgkGEuCmaTPWbJG2717NxcuXODOnTs4ODgwPDwsXHC++eYbsQIPi4Jlpqam3LhxQ2xvSrIFUgdkbm4uqrH5+XkuXLiArq4uFhYW9Pb2snXrVvT09LRkCySY6c2bN9TW1op1c5lMxoYNG4SOESzK/e7atYvR0VG+/vpr8RglJSXY2NgIr0s/Pz+MjIwwMjJi5cqVFBUVsWbNGuHmc+TIEebm5rh69SpFRUVERESQnZ2NtbW1YBk5OTlx9+5dvvzySyYmJnB2dqasrIzu7u5l0gX37t0jKysLpVKJkZGRVqHV3t6OqakpW7ZsISgoiN/+9re4ubmJBP7xxx+LOdX09DRdXV3LGE27du0S7kUPHjzg1KlTdHR0aDG4Pv/8c1xdXYXQmfTcv/71r5mbm9PSZ1+zZg3Ozs6o1WqRW6QCx8DAgLGxMbKzs5fdKzKZTNBepTAzMxMJXTIPf/z4MaampsJH+M8R/+2ErtFoxpb8/p5MJvtcJpNZajSagf/Vv/vvhp6eHr29vaKCXpocm5qaCA4OZmBgQMi2XrhwgcuXL7Nnzx5ycnJwcnLi0KFD/Ou//isvXrxg+/btohKX+LUjIyOsWrWKubk52traiIiIwMHBgfT0dLKzs4UPaVlZGQsLC6IaAJaZ73755ZeCGSOZHtva2vLmzRtRvb9+/ZoXL14IUX6ZTEZzc7M4KKSWXIIcHB0dBZPin//5n8Vzbd++XcAuEqUsJSWFwMBAdHR0qKurEwMfMzMzPvjgAyYnJ4Xs59Lw9/cnKioKV1dXrl27hqOjo9h+3L17t4B6TExMeP/993nw4IFI/pmZmTx9+pSJiYllmOG7/HMpGhoaGBwcxNLSUtwgp0+fZsOGDT+4Ln3t2rUffJyamhp6enowNzcXENb9+/cZGhpiYGBgGY+4rKyMsrIyVCoVNjY2gmpWU1ODk5MTnp6ewOJNn5+fT11dHYaGhjQ1NWmpEX744YeMjY3R0tLC7t27aWpqoqioSEgt3717l66uLvbu3YuHhweff/45hYWFnDx5EmNjY8zNzVEoFBQUFDA6Osr09LTA/C9dukRJSYmA3yQdoezsbAYGBkSHIln73bp1S+uQkBZbYLHLlDD6mpoafH198fDwQKPR4O3tzZMnTxgbGxOJXtLDh8VCSKpOOzo66OjoQF9fX2iiSxEeHi5MoaVfUpKTZKN1dHTo7u5menoaHx8fseeRn58vNkP19PS0aLywaLZy8+ZNwZaBxVnIu/ITPj4+vHr1SgtuHRwcJCwsjICAAPr7+0XXoNFo8PX1BRZnQs+ePcPIyEjop2/dulXMB+7fvy/ux4WFBb788kuCgoIIDg7GwsICU1NTWltbmZiYID09ndbWVvz9/dmyZQu//vWvl3X9P1b8txO6TCazBfo0Go1GJpNFsMicWW75/SOHxGJxcHDg6NGj3LhxA0tLSyGXevHiRfr7+/Hy8mLFihXs3buXL774QlRk+/fvx8DAQOiBxMfHc+/ePczMzDhx4gR3794VprNTU1PMz8/j7e2Nh4cHnZ2dFBQU4OjoiK+vL8XFxbi6umJubk5hYSHPnj1jenpaeAw6OzujVCq1BqNGRkYcO3aMs2fPMjMzw9DQEFeuXBEV4jfffENKSgplZWXcunULGxsbcbHu37+f+/fvi6GihOPu37+fFy9ecPv2bRQKBQEBAYJVIiXI2tpaMjIycHFxYcWKFWLQqVAouHHjBgYGBpiYmNDX14e3tzfZ2dmUlZUREREBLBogh4aGioGcRKcbHx+npKRkWXvs6uqKqakpxsbGWgPKvXv3igWYM2fOiD+XNK4bGhq0YImcnBxMTU3x9vbW0nKPiorCxcUFHR0dUcElJSUxPDysNY+ARXaCm5sb/v7+WFhYYGFhIa4HWMTBBwcH6evr0yoSOjs7+c1vfoOZmZk4VCRtlgcPHuDu7o6lpSUvXrxgbm6O/Px8TE1N8fX1xcnJiZqaGh4+fIiTkxPl5eXExcUJMbAtW7Zw5coVoQkfGxtLeHg4N2/eFJvBUoSFhXHnzh1ycnLo7e1l27ZtBAQEUFRUxI0bN3j79q3WopyxsbHWIPTSpUuYmZlhbm4uPnupAnVxcaGurg6NRoOzszONjY1iSSsnJ4e+vj6RFJeac8PiIWZvb09fXx+nT58mNDSUmpoaRkdHSU1NFT/X29srCAP9/f1iYUoStvLw8BDdQ25uLoGBgahUKq5fv05jYyObN28WHcupU6fIzc0Vy0qA+C7Dw8MxMzPj4cOHYrHv97//vdZrnpmZEZ6n1tbWQtY4OTkZWMS4BwYGOHToEFVVVdTV1ZGSkoJSqRS0UCm2b99OdXU1z58/Jzc3FwcHB0ZGRpicnOTTTz9lYWGBrVu3Ehoa+mdL5FL8pwldJpOlAesBS5lM1gX834AugEaj+RLYA5ySyWTzwDRwQPPnGuHyRws6aeCwdu1aYHF938vLi7CwMJRKpajcqquraWtrWzZEu3z5Mn5+ftja2rKwsMDnn3/OzMwMhw4dQqFQkJyczKtXr0hPT8fJyUnwv2FRQa+3t5dbt24xMjLCyMgItra2fPbZZ4yMjODu7k5iYiK2trb80z/9E66urqxfv15oY8MiTNPQ0IC+vr7YStVoNBw5ckRMzw0NDdm7d6/AdCWJVmtra/bs2SP+XOKPu7q64u7uzuXLl7l586bQ55aioaGBGzduCKOBJ0+eMD09jUajIT09nf7+fo4cOcLIyAh37txhw4YNhIeHk5WVJTi/t2/fZu/evaxatUrLEf53v/udeN3wxy5HJpMRHx8vqsfo6GiKi4spKyvj0KFDQjrVycmJN2/eMDIywvHjx7GysmJqaopf/epXwCImefLkSQwNDXn48CH5+flYWFhQVlZGYGAg9vb2BAUF0d7eLpY5nj17poVN6+rqCu41IGYIkq0gLA6zYXETcmn17+HhocXqkMLIyIi1a9dib29PWVmZWETbvHkzcrkclUpFZGQkz58/p66uDqVSKTY1FQqFsC+T9hEkpcKlCQPgN7/5jegSnj9/zooVK7C3t6e1tZW5uTnRcTQ3N2s5Ri3dyJTkloeHh7USPbDM9WlpvHnzhsjISOzs7LCzs6O5uZmsrCyioqIoKiqiqKiIXbt2CSOYjRs3YmFhQXZ2Ns3NzeJ1FxUVoaury8GDB7l48SIPHjxg+/bttLa2YmtrK7ra5ORkmpubuXPnDgqFgqamJlJSUli9erUoljQaDfHx8QQEBHDjxg2xo6CjoyNcyWBRCbO8vBylUomOjg56enpigU36zuPj4zEwMOD7779ncHAQuVzOs2fPWLlyJV5eXqjVaqqqqmhtbcXe3p6rV69iZGREREQEDx8+xNHRUWgUlZaWas3jZmZmOHXq1P8RtyL432O5HPxP/v5TFmmN/0dCwr1h8cKempoiICCA+fl5YXX1LtXMyMiINWvWYGNjw6VLlzA0NBTKaNLPSjiaZF6rVCqJjY3l7t27DA0N4eHhwdzcHFNTU8zNzbF27VrS0tLEcLW+vh5bW1uOHDki6FiwmERmZ2e5e/culZWVrF69mqioKDIyMrTYHAqFQoiJSe9PV1cXU1NTdu7cSVpaGr29vYLzqqenx86dO7ly5Qp9fX1YW1sLiOLQoUNcunSJ7777jqioKADR+tvZ2XH48GFhUTY/P8+DBw9oaGhg8+bNuLu7CyxUamf9/f21YIWlW4JShIeHExQURFpaGiYmJnzwwQcCN7SwsKCnpwcDAwPhtyh5Wrq6ujI9PY2rqyvJycmcO3eOixcvcvz4ccE4kvwar1y5wtGjR5mbmxOSvefPn+fSpUscO3aMmZkZDAwMmJ2d5datW9TW1hIUFERHRwcqlYqxsTGuXLnCBx98gJmZmUh8ycnJQgNbMtK4e/cuNjY2REdHk56ejoWFheAdS3LLtra2jIyMcOHCBczNzZmbmxOJRZIZ6O7u1pJjnZqa0sK5342GhgY8PDyIjY3FwsKC8+fPEx0dzdzcnJYcwcTEhKB/Lo2YmBgcHR1xdHTEyMiI8+fPMzQ0hEwmExx1mUyGWq3mt7/9rSh0du/ejaWlJTKZjOnpabFkBYu4/8TEBC4uLmg0GnJycvDw8CApKQl9fX2ePn2KkZERjY2NxMfHY2hoSGRkJCUlJaKDefv2LdXV1QQHB+Pm5kZsbCy5ubmi412zZo14PsmgXWILpaamCjjTxMQEWKSPmpubi2U7KRYWFoRKKPzx8Hv//ffJz8+ntbWV+Ph4vL29xffw+PFjwWdvbGyktbUVuVwuqnVPT08MDEtvSYgAACAASURBVAyoqKgQOefEiROigJEgvLKyMq2OUIq8vDxSU1N/kA33Y8df3KZodHQ03333HXv27BFOOUtbQ1isYCX/SliUApCWaKQTPDExkcTERM6cOaM1zJFW09+NlpaWZQsz74aETw8NDWFjY4ONjQ0ymUxALZJ2e3l5ueDYSjE/P8+jR48wMzMTrIz8/Hz6+/u1hkljY2OkpaUJ7W0p3rx5Q3p6umDeREVFcfv2bTGULSgowNbWVuh1AOIAKCwsxM/PDwcHB2prawXOmZ2dLYZALi4uWmyX2NhYwsLCSEtL482bNyQnJ5OZmcnU1JRwzlm7di2Dg4Ni/Vpa3Y6IiKCiooKsrCy2bt0KLEJC5ubmHDlyhPPnz3Px4kUSEhIAWL16NSEh/w977xUd5Zml+/9KpVQKpZyzUM5CIIEASYAAgYAGAQIRDdjt2D2rp+diLuZmQp/VPTN2t7GNmyYZTBQ5CBBJAiEJJVDOOeecQ+l/ofW9rUL0nPM/y33htc5eyxcGUVWq7/v2u/ezn/08QVy7do3ExET09PTQ0tLCyMiIgwcPikMA5g7BM2fO0NnZybp161i+fDl/+MMfcHd3Z8uWLZw5c4aLFy9y9OhRqqursbGxwcDAgJiYGGpqakhKShJaHQcPHsTS0pKKigpSU1Px8PDAyspKLEh9/PHHTE1NUVpaumAYnZycjK6uLra2tmLwC3OdS2RkJNPT00xPTzM1NbVAumF6elqwR2BOjTEkJITBwUE1XZxt27ZhZmbGgwcPxCKWjY2NwIElE5KNGzcil8u5f/8+NTU1QtRueHiYjRs38uzZM4qKikhImKvdHj9+LCAnJycnHBwchBGIFM7OzhQVFYnEKd3jS5cuBf66JHb16lVyc3PF/SpBdxEREZSXlwuM38DAgJcvX1JVVbWgC5IEvuzs7ARrZnBwEB0dHS5cuCAE0Wpqajhy5Ajd3d1UVFSI78rW1hZjY2Ohkjk2Niaqf0khVJrpSFz4DRs2iPeCOXEtKVl7eXnR1tYmrqn0b7W0tPDx8RFuSVIUFhbS2tpKfHy8oEb+veJnl9ClsLCwEHZf81emY2NjCQkJoaysjPLycvbt28ezZ8+4dOkSmzZtYmZmBi0tLQoKCnjy5MkCGdQVK1YId/AXL16orQU7OjoSGBiIpqYmWlpa1NbWCthBoVCgqalJSUnJggGOFLW1tdTW1iKTyTAxMVHDgwMCAujt7VXj/DY0NCygDMLczSxpnMyPhoYGBgcH/+bSQnd3N3/5y1+QyWRoaGioqSBKsrnviy+++AIzMzNevnxJSkoK9vb2vHr1CplMRlhYGPfu3aOgoIC3b9+yYsUKrK2tmZqaorKyUg0HT0tLY2ZmBi8vL2JjYzl9+rSA0MzNzYE5ati+ffs4f/682t8ZGxuzZcsWwWCQkp2RkRE7duxQW76Ry+Xs3bsXNzc3pqammJiYEI5Re/bs4ccff+Ts2bN0dXUJyE4ul6tBHxEREaJN3rRpk5B3OHz4MPX19WLAPT09TU9PzwKGxxdffIGpqSkymYyLFy8yPj7OokWLyM/PF36ngJCFsLa2pr29HT8/P2prazl58qR4j5KSEnJychgcHGTNmjWMjIyQlZWFhYWFsAlcu3YthYWFpKam4u3tLWADfX19goODxf+/fPkSW1tbUlJScHFxYenSpUxNTQl4xNraWpi46OjokJ+fz/79+wkODlbDod/HloI56M3JyQkXFxdcXV1xdnbm+fPnzM7O4uzsjKWlJSMjI6KrlJKiBPlI1m0GBgYkJSXh4+NDY2Mjp06dEnIaMEfLTEpKor+/X7g1HT9+nJ6eHoKDg1EoFCKhV1ZWcuLECaysrJiZmeHs2bP09vayZ88eFi1aREtLC6dPn1b7PaqrqykoKGBoaGhBjngfzXjjxo0EBgaioaHBsWPHBFV1cnKStWvXcvPmTU6ePMnmzX/f/cufXUKXhlEnTpxApVKhr68vKF0w5/4yf8nGysqKDz74gOvXr4tKSMK47Ozs2Lt3L+Xl5aSlpeHh4UFGRgaLFi2ivr6epqYmNVpTc3Mzy5cvFxWQ1EpbW1vT29sr1p8lb8TU1FQ1Z5KAgABWrlyJiYkJmpqaDA8P8+WXX4pKUtKOkbZODQwM+OKLL5DJZPz5z38WuOquXbuEzKpE1fP29iY+Ph6VSsXQ0BCtra0LGCCWlpZiY1alUqkl9JCQEGGYK5fLOX78uKhobt26RUJCgkiiMTEx5OXlkZaWJjqNu3fvolQqsba25saNG8LB5933f/36NRkZGeLfSUs2Ej4tbd7OP5S+/vprYQoiRU9PD19++eV7HXxmZmZ4/PgxhYWF4vXLyspQKpVMTExgZmYm+PlpaWnk5uaqGRBLf97Y2Iibmxtubm7ExsZy7do1rl69ytTUlEiKWVlZTExM4OnpKRKIhoaGkCaQthojIiIIDw+nvr6e27dv88knn1BaWkpqaiqBgYGsX7+e//qv/8LS0pLY2FjS0tJE1SvdQ9u2bSMgIEDowzx69AiFQoFCoWDp0qWYmZmRmJhIYWEhZmZm1NXVsW7dOgFJrFixgocPH4pBfExMjDiU37x5I7T6Z2ZmiIiIoLu7m5ycHJqamtQwfTs7O7Zu3SpkhKWuVkNDg4CAAOrq6hYoOcJcx/DVV18JGum78Zvf/EZUxVI3EBUVhaGhIampqWRnZwttnqdPn6Ktrc2+ffsELVGy7gsMDFSDCH19fWlubhYDe+kQefLkCYmJiQvuU5iDtJRKJba2thgaGpKRkSF+7qOPPkJfXx+VSsWxY8eAv3YMaWlpDA8Ps2vXLqqqqsjIyMDBwYGPP/5YyFgA79WP+SniZ5fQpaQs6X4HBwfT2dkpjIlLS0vVRHva29vfa/cUExNDaGiocJjR09MjLi6O7777jvPn51QOJLrgxYsX2bt3Ly9evODatWvs2bMHd3d3mpubsbKyYs+ePXz//ffcuHGDw4cPY2RkhL6+/gJ+t2QOsHHjRkxMTET1bWlpyfXr1yktLcXZ2Znt27cLUa/R0VHy8vLo6+tj27ZtQhhoZmaGgoICoqKiaGpqEkwXyUjh/v37yOVyDAwMGBgYEEyU+Ph4gUOamJjw6tUr9PT0KC8vJywsDAsLC7G2f+jQIbEFd+bMGaKjo4E5CGvLli2Ym5urLWgNDg5y48YNFAoFAQEBaGhoCEPmoaEhYbpRWVlJeXm5WkcwH7OVRNLmh1wux9jYWHiCwhy2KWGo8y0EV61aRUdHB/X19SJ5tLW1qS2RzA9nZ2ccHBwwNzcXTJnw8HCqq6sF7CQlGmnIKnUK3t7eREZG0tXVRUVFBRs2bCA5OZmCggJWrFhBXl6ekDPQ0dFh27Zt/PDDD3z11VdMTEzg6urKli1bkMvlmJub09TUxKpVq4iOjmZoaEhNvO327ds8evRIyC9LSSEqKgodHR28vLywsbEhNTUVMzMzFAqFwJ6npqaEaqZ0kDc3N9PV1YWOjg7e3t5Cv9vf3x8zMzMMDAzQ0NDg/v379PX14ebmxsDAAAqFAktLS3p6egRPfXZ2Vpiew9wBXVhYqHZdYI6uKLkymZiYcOzYMSGnnJSUxM6dO9HS0hLm0lLxExMTg6+vr9piTlBQkOh0ZDIZjo6ONDU1UVdXR2trK5s3bxYd0KeffqpG7bWwsBAWliYmJpiYmHDlyhWBi3t4eLBmzRrx83V1daJ4kgbvUkGno6NDRkYGrq6upKen4+npKcTzVCoVbW1tODo6EhsbK7bM3/WM/aniZ5fQIyIixCJRe3u7qIZgLpklJCTw4sULcSGlB1Rq6aWQbMxMTU0ZGxtDoVCoLaHAXNKXzKIVCoWAAq5evUpCQgItLS34+flhZGTEli1buH79Oqmpqaxdu5aMjAz6+vqIi4vj1q1bhIeHo6+vT2pqKsePH2fVqlUiCd+5c4fR0VHWrl0r9MQlPZMHDx5QU1MjtD5ycnJEuxsYGEhERAT37t2jo6OD8fFxkpOTyc/Px9ramu3bt1NQUEBWVhYffvghP/zwAxcvXuTw4cMoFAphnLFv3z5++OEHzp07xwcffCA2I83NzbGwsODgwYNcvnxZVBc9PT309/cv2MgNDAzEz88PFxcXenp6OHXqFHZ2dmzevJkTJ07Q19eHg4MDAQEBaGpqUlFRIR6gmJgYXF1dMTIyQktLiwsXLqgJQA0ODrJp0yYcHR1JSUnh5cuXYpvx2rVryGQyzMzMGBkZYc2aNczOzpKUlKQGf2lra3Po0CGsrKzIzMwU32NraysRERFYW1vj7e1Nd3e3mLEMDg5SXV3NmzdvFsAqv/zlLwX3+uHDh5iYmBAWFkZ5eTlv3rwR5hru7u7iEDU1NQX+OoQPCwsT3aSDg4OgDj5//pyioiJcXFyoq6vDwsKCZcuW0dLSQktLixprKzU1lerqakFNbWtrY2BgAB0dHe7fv097ezvd3d0LOpm/pY9fVFREXV0dSqVSOGcZGhqya9cukpKSqKurY3x8nMuXL4tn7tmzZ2qm5pJBt7QhK4Wrq6uATaTru2fPHvr6+khKSuLixYskJCTQ09ODsbGxkErIzs5eIFMsmZ8vX76c4OBgHBwcqKysJDk5GUNDQwIDA4WgnIaGBlpaWqLKXr16Nd7e3uK12traUKlUbNy4kfb2dtLS0jA1NSUoKIjJyUmam5tZsWIFbW1tpKWlsXjxYnE/7Nixg9u3b4s5jnQQSDII+fn55ObmUlxcLD7DfHz+p4yfnWPR6OgopaWlwtmnra0Nd3d3srOzcXV1xdDQkJcvX4rE7O3tzdGjRwkKCiI7O1skEJVKJTbpGhoamJycpKKigv7+fqGoJ03SS0pKWLp0KSYmJvj4+FBZWUlmZiYzMzOEhoZibW2NpaUlg4ODZGdnY2JiwrNnz/D09GTNmjXCviouLo7AwED6+/vJyckRncPk5CQeHh4YGRkJkf+BgQHKy8vFfMDa2prCwkK1JOfk5MTIyAjt7e20traSn59Pc3Mzq1atEkqOBQUFjI+PEx0djZ2dHdnZ2TQ2Ngr+sp6eHuHh4bi7uwvXmL6+PoKCgoSt29TUFMbGxqKNrq+vJysri4aGBhYtWiTa8ejoaNzc3JicnBRdzsGDB1EqlaSlpQlNjuTkZJ48eYKdnR3x8fG8ffsWS0tLsfhUWloqDAHa29tZu3Yt3d3dZGdnY25ujkKhoKysDD8/PwoLC8nKyhI00crKSsLCwkhKShKYfkdHB0ZGRkxNTVFcXIyDgwMjIyPU1NRw4MABysrKyMnJwczMTPijSqyL3t5eiouLhdzu/Ojs7MTa2prx8XGePn3KypUrhS7N27dvGRsbo6GhgfXr1zMzM8PTp0+5e/eu2usUFxdTVFQkONlVVVXiWoaEhLBz505mZ2cpKysTHHUNDQ01Lv7ixYuZmJigublZzQloZmaG8fFxLCws8PHxwcjISPy9v78/+/btIzg4mICAAKanp8XfmZqa4uLiwuzsrLj/JicnkclkQpWxvr6erq4u9u7di7W1NW1tbVRVVWFkZERiYiIVFRV4enqyadMm8vPziY6OZnZ2lqysLMzNzbG0tKSwsJD6+no2btyIo6OjsHWrqamhu7tb+Kdev36dyspKnJ2dWb9+PcXFxcTExLBkyRKhbJqXlycOn5GREaKionBycmJycpKioiJGR0dpbm4mISGB3t5e3rx5g4+Pj6D1vnr1ivb2drZt24a3tzdNTU1kZ2fj5ORET08PRUVFREVF4eHhQVZWljiEJTOSN2/eiMMiLy+PzMxM8vPzmZycFFLY4eHh7Nq1i6ysrL+bBd3PrkKXYs2aNbi5ufHgwQMhsFNTU8OLFy+Ymppi9+7dZGRk0NTUhFwuJzs7m+npaeEav3v3bh4+fKi2Ttzd3c327dsJCAgQVaB0MEgXUC6X4+fnJ1rJO3fukJWVhVKpFKwRqbWXNkm9vb158OABXV1dWFpaCmhofsyfyr8vSkpKRJUnRV5enlr1MzIywtGjR0VlAHOVrVQNuLi4sH37dq5fv87Nmzfp7e0V3HaFQoG/v7/AbTMzM/+32s2Ojo6EhoYSHx/PiRMnSE5OxtnZWciUHjp0SLy3vr4+DQ0NwmIsLCyMdevWiWFkQUEBa9asYXp6muTkZKytrYmJiSE/P5+ZmRmOHj3K5cuXuXbtGgEBAcBftXa8vb0JDw8Xg6pTp07R29sr9hRqa2vR09MjISGBK1eucP78eTEPsLKy4qOPPiIxMVHQMXV0dMShXV9fL5g5YWFhJCcn09PTQ3h4OE+ePOHkyZMiQS9atAiVSoWPjw+PHj0SA/OsrCxqa2vR0tJi8eLFLFu2jJs3bzIzM8OyZct4+/atGjRRVVWFlpYWnp6etLe3ExAQQF5eHleuXBHaLpJW+bNnz1ixYgWmpqYMDw+rsbZsbGz46KOPkMlkzMzM8N1332FhYYG1tTUVFRXExsaiVCrp7u6mvLwcR0dH+vr6MDU15Re/+AWtra1UV1cLu7r5uHRLSwvW1tbColGqnu/cuYONjQ1xcXE4OTkJtoc0gJV2JLS0tGhubhbm2jB3yGhqaorZz+DgoJhjREZGYm9vL2AOQ0NDPD098fDwoKGhgfT0dAHFwRwE09XVhYuLi3hWbG1tcXd3x8rKihMnTpCYmCg02IuKivD29hZw365duzhz5gxXr17FwcEBTU1NHB0d0dTUxMfHh8zMTCG+9+7gVGLyjI6OqkFmg4OD79Wn/ynjZ5vQYY77LGlPA0IC9ejRo1haWqKnp8fZs2dJT08nNzcXNzc3lixZwps3bxgYGODo0aOcP39e0KRmZ2dpbW1lcnISZ2dnKisrBWba2NhIRkYGpaWlCxTwDA0N37t08vz5c0JDQ0VCLy0tRaFQqG0nAmJtXqFQCNPiixcvqlVy//RP/4S2tjbfffcdBgYGHDp0iMHBQU6ePKnWfr969YqtW7eKymNwcFAoMsLcgGhoaEiwCvLz8+np6XnvkGbjxo1iM25iYkKNf+7j40NtbS2XL18WpsqDg4P87ne/A+ZWy7W1tamqqhLOPVJ3sWvXLrEpCXOaNBUVFVRXV9PQ0MDQ0BC7du1CR0cHY2Njuru70dPT4+DBg9y6dUsMzHJycpDL5cIwXML+e3t7cXNzY/HixQKKaWlpwdzcnKNHj3Lq1CkxGLt//z4mJiZYWFiI6zcxMSGu0Zo1a1i6dKlIOtra2kxNTREUFIRSqVTT1pG2IPX09NSGrBL3ecmSJeK6ODk58fr1a3x8fAgMDKS2tlbttf6WG1NpaSnLli1j/fr1Aoft6+tDS0uL8+fPMzY2xsGDB+nr6+PevXukp6ezcuVKsrOzhSaNrq4uRUVFFBUVERQUxPXr14Wuf05ODunp6QwPD5OdnS08QyUK5vyZidRNvislLJfLmZiYEBr6WlpaWFlZCfaRBFuqVCrc3d0pLS0V2kHzpW1hrjPdunWroEe+q8sjdQ3vbq9K9/d8fRV7e3umpqYEM+rChQvcv38fT09PxsbG1KQRFAoFCQkJfPPNN6IzlVhla9asoaysTGgTXbp0CSMjIzZs2EBiYiIKhYLIyEjKy8spKioiLi5OmL9LB1x6erqYSf2U8bNO6IBY7Zfa/snJSS5duoSdnR22trZoa2sLPF1aLtLR0aGxsRFfX98FZP/5rdP8ePDgATo6OgQGBmJvby8U8TQ1Ndm6dSsGBgZMTk7yzTffiARbWVlJUVGR2Ex88eKFaMVjY2NJSkoiJCSEoqIiLl++zOHDh2lsbOTWrVvo6ekRHx+PTCbjzJkzZGZm4uvrS3d3N0uWLKG+vp7r168zOTnJqlWrBKRRXV3N999/z/bt23FxcWFwcFCwcoD30hqnpqbUqGIwd0MHBgaio6PD+Pg4Z86cQVdXl3Xr1nHv3j38/f2Ji4ujurparEbPj/lzjHfj3r17FBYW4uTkhLOzM25ubhgYGAgzCAkPBdQ43FpaWmzcuFHtvWZmZhYckDBHO/vyyy8FUwfgX//1X8UATory8nK0tLSEENS78eLFCyoqKrC1tcXOzk7MDy5dukRVVZXaJibMDWSlQfb8KCkpYXp6WgwunZycyMjIoLm5mdHRUe7duyf02G1tbdm5c6c4CAsKCtRocpI5sySD3NDQwIMHDxgeHmbfvn3ie62trSUlJQUrKytevHghGDuSxHRubi6dnZ10dHSQkJCAUqkkMDCQV69e8fr1a4qLiwkODqanp4dnz54tkAWWLOwUCgUlJSVcv36dkJAQqquruXz5stq1KykpYWhoiKGhIXR0dAT0WVVVRVVVFXK5HFtbW0JDQ6moqBDdY3V1Nd988w1hYWGsWLFCLaE3NTWRlpZGVVUVOjo6ODs7i5kXzA2LBwYGBBU4OzubnJwcAf1ZWlqKg02hUKCtrS0M5aX/5sfvf/97rK2tsbOzEwuDgLAyNDMzw8vLi4yMDJYuXSoKOB8fH/z8/DA1Nf2bc4ufKn7WCX1mZoY7d+4sWJO2t7entbV1AawxODjI9PQ0Dg4ONDQ0kJSUtMB5ZcuWLTg6OtLV1UV3d7faSvRvf/tbtLS0SE5OFtrHP/zwA5mZmaxbt47nz5+LZO7i4sLu3bspLCxUUyocHBwUsqzSz/n4+PDjjz/yhz/8AZirSqQHDBAMBKnqkz6XmZkZBw8eFMYY3t7ebN26lRs3bvDjjz8SFBQkePd5eXlCBuHdOHLkCFpaWty4cQMdHR12797N+fPnyc3NZfny5Vy/fp2enh7279+Pg4MDDx48oKGhAS8vLzw9PTExMaG9vV2NBunu7k5QUJDwtnz06BGVlZXExcVRV1dHQ0ODgJjeTYpeXl709/ejr6+Pubk5VVVVlJWVUVBQsIAOJzGRjIyMePXqlajeJdnejo4Otc1hc3NzwsLCxCanBLG1trZy/vx5tUGvs7Oz2EwuKChQM+2oqqoS0gj/+Z//KQ6O8fFxYmNjUSgUYtnIy8uLsbExofWhVCqFjIQ0a7Czs2PHjh3CUEFiXmRnZ1NRUSEE2SRzkbS0NPF5JChky5Yt6Orq0t7ejkqlIigoiJKSElHpe3p60tTUhEwmw8bGRtBkFy9eLOQjzM3NsbOzE4qf9fX15Obmoqenx4YNG9DR0eHu3bvCljExMZGEhARxSIaHh7Nx40by8/PVlvSkgbq2tvYC4br169cTGhqKXC5ndnZWqEtKeHdKSgqvXr0iLy9P3Cc3b96kqakJhUIhuqjc3Fzq6+s5fPgwly5doqKigsOHDzM9PU1RURF79+6lqamJpqYm3rx5o3awj42NCQaNjo6OUKmcD5kEBgbS1dW1oOgzMzNjcHAQExMT1qxZQ0VFBSkpKVRUVAjKpGTUbWZmRk9Pj4ANf+r42Sb0iYkJLl68SF1dHf7+/hQVFWFvby+ohDt37mR0dJSzZ88KUas7d+7w8OFDcbJ2d3ezatUqiouLsba2ZnR0lDt37nDw4EHc3NwWTKI7OzuxsrKisLAQLy8vHB0d8fX1JScnBycnJ6GqNzExITjsS5cuxc7OTk2ASltbWyR+ScdkfrS3t3PlyhWhnSGJfEkbsbm5ufj5+QnZVfirvKe1tTVHjhzh3LlzIpFJrCAzMzMiIyPx8/OjvLxcsDwyMzMJCgqitLSU0NBQsRSSmZlJd3c3NTU1bNmyReCR9vb2NDY2MjMzw6tXr3j58iW6urqsWLFCJAJJw0OCVkxNTdHS0sLf3x9/f39gjtpWX1+v5vEIvLfiTkxMRF9fn2XLljE1NSWSWUdHB5s3b2Z2dlZsQba1tVFbW8vBgwfJz89XS+jSgCoqKoqkpCQ6Ozvp7OwUTkdubm6Ul5fj6upKdXU1q1atYt26dahUKtLT09Wwbl1dXdGGr1ixgsHBQV6/fo2pqSk9PT0olUqxwPXxxx8zMTFBZWUlFRUVaokC5mAoIyMjTExMqKysZGZmhuTkZHJycvDw8CA6Oprjx49jaWkpBoLzqZ7wt1krUry7kSrFmzdvhGmGgYGBms7LwMAAUVFRLFu2TPCsYa4TkZzBLl68KLpASV763c3Zzz77DKVSKV5j/veYmpqKg4MD9vb2goIrMUVMTU3ZsWMHfn5+amYUTU1NrF+/npCQEPEMSBu8jo6ObN++nStXrvDgwQMhJeDu7o67uzvT09Pk5uYu0K/R0NDg6NGj2NjYIJPJuHHjBhoaGsK9yNbWls2bN9PS0qIm3yAVA5KkiI6OjpifSAt3hoaGbNmyhaCgIP7X//pf71UO/SniZ5vQz549i0wmY9u2bRgYGFBUVER0dDS5ubk8f/4cW1tb9PT01KrG3bt3U1FRofaAr169mtLSUuRyObt37+b06dNcuXKFo0ePkpGRgZaWFp9++ilnz57l/v37hIeHMzo6SnBwMIA4EC5fvoxSqSQ6OpqMjAyKi4uZmZmht7dXzbpKLpdz4cIFVq5cCfzVqGJ+KJVKFAoFpaWlahri82N2dpZHjx4JXZfx8XFyc3Npa2sTFKz5cejQIZycnEQC6unpQV9fH0dHR169ekV/fz8qlYrQ0FBmZ2fx9PQUetDSZmx1dTUKhQKlUklRURHHjh1jcHAQX19fIUaVnp5OVFQUra2tPHz4kN7eXqH5MTU1pbb0NTo6Sn5+/oJBUWhoKFZWVoyMjKg9+J988gkGBgacP38ec3NzVq5cye3btykoKECpVDIyMkJwcDBubm48evSIoqIiHj9+LNQu6+rq8PX1JTMzk5qaGlQqldDzkbR0srKyBJ585swZrl27xtGjR5HL5WRkZGBjY0NCQgL37t0TcxGYO6TXr1/PwMCASBQeHh5CHuH169esWLFCcKebm5vVZh/Hjh3D19dX0PxOnjxJR0cHy5cvF4YaMNeVpqWlvXdgvX37djQ1NdHQ0EBDQ4OSkhK1df0DBw4wOzvL2NiYmqxuZGQkk5OTQuJ2fmhqaqrtBQwODgp4Qto1uHnzA9PuzwAAIABJREFUpsDz7969S01NDWZmZmLOc+vWLUZGRrCwsBALdxI8smLFCkpLS7lw4QIHDx6kqKgITU1NgWuXlpZSVFS0YGNaW1sbV1dXkcwlvF6S0vX09FSjOCuVSqanp3nz5g2vXr0SFo+NjY3Y2tri7e1NSkoKly5dYuvWrUxOTlJcXMzq1asJDQ3l7du35OTkCBaPkZER1tbWVFVV8Y//+I/U19dTXl5ORUWFWrcp6eHHxsZiY2Mj7v2/V/zsEro0AJ2dnRXyrxJGVlxcjK+vLxUVFVy4cAFNTU309fXZsmULly9fRqVSsX79eoqKigQ7pKCgQOhWKBQK9u7dy+nTp/n+++8FLdHExISYmBiuXbvGzZs3MTAwQEdHR82dHubw+5mZGUxNTYW57J07d4R/YnNzMwcOHODcuXOiHb148SKamppCe0ZfX18sH0k0ura2NrWtTxsbG9rb25mcnGRyclINJpDL5SxfvhwdHR2eP3+OUqlkaGiI9PR0HB0d1RK6ubk5a9euFW7lMLeBV1dXpzbUm56efq9z0uDgIDt37hQ2gDDXro6MjLB7924eP35MVlYWfX19YjA7MTHB9PQ0z58/Fyp4MTExvHjxAgcHB/r6+igrKxMKeMXFxeJQvn79OnFxcdTX17Ny5UoCAgLIzc3l6dOnODs7o62tjbu7OzKZjFevXok2f8uWLbS1tVFeXk5gYCBeXl5iMUiC6w4dOoSxsbFw7NHR0RFeqz/++CMqlYqpqSmio6Pp6+sjMDCQ1tZWAWHdv39/wbJIZWUlmzdvFubAvr6+jI2NcfHiRVQqlVB5PHLkCCUlJbx9+1Z0jxJ+K6lGSv8vaXe7u7vj4eFBUlKSSI6NjY3ExsYik8kENuzs7Iy+vj51dXWCiijxx1evXs2zZ88wNjYWA8GSkhI1hUpTU1MePnzIs2fPCA4OprKyEoVCwcDAAP39/UxPTwvDaphjmoWGhrJu3TphC5mUlERBQQEODg7cvn0bhUJBXFwcX331ldgNkPYgpN//1q1bVFVVoVKpMDMzw8fHRw1ClcvlnD17loSEBJycnOju7mZsbEzNCS0qKor29nYqKysZHBzk2LFjIpFv374dPT094VMQGhqKm5sbt27dUusQpeU4Sbf9woULWFpasn//fgEbDgwM4O3tjb29PXK5XE2+A+aG9NLAW1dXl5mZmf83FH1fDA0NqWGqEo1NiunpaRwdHVm0aBFaWlrU1dVRXl7O7OwsR44cITU1VfCCJV0MlUqFo6OjGEJlZ2dTX1+vNskfHh4WeNt8KuH4+Dhff/21WDaR2vgPPviAlJQUjIyMBPd6ftV+6NAhmpqaKC8v5+DBg8Lb88MPP8TY2BgjIyO1AZPEh5W26+Z3HOvWrcPe3l6898cff0xZWRn3798nKSmJzZs3I5PJ6O7uxtvbWyy6SNHQ0ICHhwcuLi68ffuWhoYGfvOb3zA5OcnY2Bhv3rxRe7/09HQ1ISnJqUVDQ4OYmBjMzMx4+PCh4E1LhgoqlYrw8HBWrVpFS0uLYBkolUpOnz5NcnIykZGRQmTL0NCQmzdv8sc//hGYY9nIZDI2btzIyZMnKSkpwcDAgMzMzAXVr4GBAR4eHoLjHhMTw0cffSReC+Y2VRUKhTjILl26tMAqDlBjorwbjY2NC/R1vvrqK4yNjZmamuLrr78WRcb+/fsZGBiguLiY6elpYmJiWL16tdo2o76+Pnl5eQuG9EeOHMHBwUEMXrdu3UpeXh7p6ekYGRlhbGzMrVu3cHJyIiEhgcLCQkpKSujv7yc3N5fq6mqhefT27VsKCgoICgqip6eHu3fvYm9vj62tLXl5eRw6dIiOjg41ETyY02z5W5GXl0d/fz++vr5CrbO4uBiFQkF7ezu7d+/G0NBQsGGMjIyIi4tT2wJtaWkhNDQUf39/TE1NOXnyJIaGhixZsoSUlBQSEhK4c+cOFy5cEANk+Ku15fj4OFVVVWo4ucSe8vb2RiaT8fTpU2QymTCD6ezsXHD93qdZMzk5SUFBgdi8rauro7i4mKysLOF13NnZyejoKJ999hkDAwN0dnbS1NT0PzqK/RTxs0vokgWdNCSytrZm06ZNnDp1CkNDQ2JiYigoKBBJp7S0lMHBQVQqlUj2UVFR2NnZsXHjRuHrWVZWxjfffLNgwApzVcq7BtMmJiYcOHAAExMTJiYm+M///E/c3d2FQJcU+/btw8rKioGBATXpTyn09PSwt7enrKwMuVyOhYUF27dv5+LFizx8+JCtW7cKZbeYmBhycnJ4/PgxFhYWXL9+ndbWViIjIwkLC+PLL7+kpKSEsbExampqWL9+vVDq6+/v59WrVxgbGxMSEsLY2BimpqYLcFV9fX2B+8vlchoaGhgZGcHGxoaKigoKCwuFV6m9vT09PT2cOHGCTZs2ERgYKGiGUixduhR9fX1BeZQMmY8cOSL48sXFxWhra+Pm5oaWlpaQVpW+J09PT3R1dYV9F8xVcFNTUwsMl1NSUrCwsFCTWf7+++/Ztm0bbm5ulJWVsWHDhgUMHElDW4K4qqqqcHZ2VtNoAQSFTmI1/fDDD4I1tHHjRjw8PAQFcePGjcKeUIrp6WmOHDkiZJABwZeWlnikjnH16tWEhIRQXFysBpGUl5fj4OBAa2ur+F7Wrl1Lf3+/gKjkcjm7du1CW1tbdEcPHz6kqqqKJUuWCEmAwMBAUlJS6Orq4saNG8jlcnbu3ElnZyfZ2dk0NTWJzuXd2LdvH6amphQVFalpgEsMj8rKSuRyuYDbMjMz8fHxEXi7jo4OnZ2dYglsfnh4eLB69Wq0tLS4du0afX19fPDBByJxa2lpieHn1atXxTWor6/n0aNH1NbWLoAdYQ4S6uzsZNmyZRQVFQkxsry8PIaHh0VhIkV4eLiYj0i0VAMDA7VEL82AAgICiIyMxNTUlLt379LX14dMJhOmLc+ePRO2hCtWrFjw2X6K+NltinZ1dVFaWsqRI0ewsLDgzZs3vH37Fn19fbq6uggNDSUjIwOFQsGvf/1rjIyMyMvLU6PqSd6a89knMNfexsTEEBsbK2zlYE5uIDo6WrireHp60tzcTF1dHfb29sJuanx8nAMHDlBZWSluPF1dXVxcXIRKYVNTkxqXd2pqCgMDA3p6ehgZGWH58uXiAMnOzsbU1JSqqira29vZvn07ZmZm5OTkkJWVJSqOpUuXoqWlRUtLCzU1NTQ0NKCrq8u2bdsEZicljKysLKampoQB73yYYNeuXZSXl4ufWbRoETk5OVhbWzM8PExiYiLW1tYcOnSI7OxsvLy82L59Oy0tLWRlZdHT0yMooatWrWJsbIz09HRSUlIWcPcl7eiSkhIqKiqYmZnB3t6evr4+gdFLh2trayuPHj1Swybt7e0xMTFBLpcLCQWYW+7Zt28fQUFBvHr1Ch8fH8bGxnj9+jXj4+OCCpiXl8fKlSvZtWsXhYWFjI6OEh8fLxQrZTIZW7duZdWqVRQVFYnK3dTUVBxSSUlJDA8P86tf/YqamhoqKioICQkR4lRbtmzBw8ODyclJNcrfxMSE0Nh+/fo1+vr6uLu7k5iYyPT0NL/5zW/EtqiVlRW3bt3C1taWX/3qV4yPjwtT7+rqaoyNjYUBc0FBgTjgZmdnyczMpKysjMHBQdrb2+nt7VW7L+RyOSYmJrx+/ZqcnBxGRkaIj48XnPGsrCwKCwuF5+jy5ctpampCU1NTJEtXV1du3ryJh4cHYWFhYnNyw4YNLFq0CJlMpnaPdXV1kZmZKeR7e3t76ejoIDAwEG9vb+rq6nB3dxeeqRkZGbS0tODk5ISmpqaAKvPy8mhsbFzQRVVWVjI7O0tQUBDr169X24CVpD6kbmZiYoLh4WEaGhpwcnJi06ZNBAUFkZeXR2xsLHp6euTm5mJhYYGhoSG5ubns3LmTDRs2YGlpqQYBSd65EkW5vr5ebG13dXVx7tw5hoeH2bt3L8XFxdjb2/+/TdH5IZPJCA0NZdGiRdy+fVsshUhsEk9PT0FtejcMDAwIDg5GqVQyNTUlTtjp6WmhAiip0UmenJaWlgwNDYnhqeSocurUKVatWoWTkxNpaWlUVlbS1tZGcHCw8Ibs6OhgbGxMtMjBwcEMDw/T39+PkZGRcGSfrzezevVqGhsbuXPnDiqVCiMjI1JTUxcI6N++fVtonUs36PDwMBs2bFigahcREUFTU5NgiIyNjbF69WomJyfJzMzE29sbV1dXHj9+THp6uoCdXrx4wdjYGFZWVhw4cABdXV3htahUKjlw4IBI3NLBmZiYSHV1NdPT03h6ehIeHs69e/dQKBSsW7dOSAPP3+57H7sF5kSkIiMj8fDwoKKigpcvX4qkNJ9tYGBgQG1tLSdOnGDHjh1oampiZGTEtm3bePLkifi9c3Nzsbe3Z/Xq1WhoaLBjxw5+/PFH7t+/z9DQEB4eHvT19XHt2jU++ugjhoaGBNUxMzMTpVIpDDLWr1+PkZERsbGx/PDDD7x48YLp6Wm0tLRE0s/Ly8PPz4+qqiomJiZ4+/YtfX19xMfHCwnZgoICmpub2bp1KwqFgi1btnDs2DHxnYSGhtLb28uqVauE7gnMDQe/+eYbBgYGsLW1Fd2en58fJiYm4mCQYnx8XCgEymQytcUbmDMveRfisbGxYffu3UxNTQmzhuHhYaGjDnPUQwMDA1JSUoTCYE9PzwKaqZ6eHv7+/nR2doqN1mXLlhEdHS3u7ejoaMLDw9VYPO+TktbW1kZXVxddXV3x/IeGhgoVSUm2Yfny5XR2dtLd3c2vfvUr2tra1FhnAQEBxMTEoFAoeP78OTKZDG9vb2HCfu/ePWEUo6Ojw+PHj3n9+jWGhobC5m92dpbz58/j6enJunXr0NHRYXJykvr6eq5evYqmpiaHDx/G2tr6vff4TxU/24QuhZmZGYcPH+bly5dqbXRFRQXm5ub4+fnh5OTE6OioUD/s6+vDxcUFFxcXUaV/+OGHPHz4kMTERDEpt7GxwdfXlxMnTnD16lXMzc0xNDREJpPh7u7Op59+yqNHj9TeV3LsWbt2LSMjI3R3d6tx3aWb9fTp0xgaGrJjxw5OnTpFT08PbW1t5OXlMTY2xujoKFpaWqISGhgYIC8vD09PT7XKQOLGFhUVqQ1Hk5OT/0dbMZib/EdERJCUlCTkXnV1ddm6dSu+vr5cuHABQHQb69evFxt58xd2xsfHMTc3x9bWVlDeysvL0dbW5uOPPxY3sbe3tzA3luAaKUxNTYmLi0OlUjE6OqpGUYO5bUsPDw+cnZ15+fIljY2NFBUV0d3dzYEDB7h69So+Pj74+/tz48YNzpw5I5gPZWVlatAMzB0Sp06dEgtDPj4+Ijn5+PiwYcMGTp48yblz54SY0rJlyxgeHhbfq7m5uVjzdnJyIigoiMzMTAHJXLlyherqalauXMmaNWv48ccfmZiYICwsjLt37wqYsLGxkZ6eHuzt7XFzc1tgJgG8dygNiMG4pP8O8O2339Lf38+OHTvo7e3l7NmzajOFNWvWIJfLGR8fp7KyUm0AHhgYiKGhobBkg7mOtqurS3R7SqUSV1dXNdjhL3/5C1ZWVoyOjlJZWcm///u/A3P65j4+Prx+/VoMSZctW0ZZWRl1dXWYmZmRnp6Oubm5ENlTqVQLrtfu3btxcHDgxIkTolAJCwvDw8ODgYEBgelnZ2fj4OCAn58faWlpyOVywsPDqaio4P79+3R0dIh5mKamJosWLaKwsJDy8nKWLFlCRkaGGCQDxMfHc/bsWSFtIM2+QkJCiI6OFnOzqKgoNDQ0ePXqFcePHxfP7blz5zAzM2P//v3Cx/XvGT/7hA5zjI35YkWAgAMknFJ6WA8cOMCjR4+4cOEC27Zto6amBhMTE+zs7Dh48CB//vOfRWXa0tKCSqVi3bp13Lp1S7A1ZmZmGB4eZmhoCC8vL4aHh9WS9sDAAP/93//93s8aGBiITCZjZGQEMzMzdHV18fX1FfQqqaV81w8U/rr+X15ejqmpKd3d3WhqapKQkMCDBw/UksAvfvGLv/l9PXnyhNHRUUEpm5iYQEdHh9nZWTo7OykrK3uvrsy5c+eQy+VYWVkJfPr48eNiWPvutuXk5CTnzp3Dz8+PoKAgvL29SUtLo6ysjObmZmGY3NXVJehjAFeuXBFYo6TX8fz5c06ePCkYNYmJiczMzLBmzRpcXV3R0NAgOzsbR0dHPDw8xEEtrZS/K8kbFBTE4OAgxcXFC7Y6MzIymJmZwcbGRkAlT58+FTCVFN3d3Zw9e1aoUjo5OZGfny8goP7+fjZv3kxISAgwdwBI5hHGxsZcvXpV4OaSrvsf//hHZmdnsbW1ZcmSJeTm5hIWFoaXlxcjIyMMDg4u4O3DHAfd29sbb29vlixZwuPHjykrKyM5OZmZmRkhYaypqSmG7+/baB0cHCQmJga5XE5RURHj4+NoaGhw8eJFsYdQVla24MDx8fFREwaDuXmXj48PycnJaGpq8sknn3DixAmSkpIYHBzE1taWw4cPc/nyZe7evSv2E6QuzNbWlpiYGM6fP09OTg4zMzMCZkxJSSE5OVnNMlESvrp16xZjY2MUFhayZMkSDAwM8PLyIikpidLSUrq7u9HR0eEf/uEfUCgUtLS0qCXt+vp6/uM//gOY62LehQvj4uLEZ9XV1RUb2kePHiU4OJjnz5+rzQQOHz68YJnq7xU/64Q+OzvL69evefbsmeCl1tbWEhAQQGFhIX/+85/Ztm0bjo6O4qKYmZlx5MgRrly5olb1JCYm0tjYqMbDfd+D09LSIi72/xSRkZFCzjU5ORk9PT2mpqY4f/48Bw8eZHh4GH19feEiI8UXX3yBUqkUvO+LFy+ip6fH6OioWHhRqVSEhYXR2dnJ69evef36NTKZjMjISCIiIv63XNegoCBUKhVpaWm8ePFCwCTzh8LvLju5uroSFBREW1ubmkfm7Owsa9aswcnJCUtLS/74xz+K6mrz5s00NDQI+VDJfks6tCIjI4mKiiI/P5/S0lI6OjqoqamhsrKSmJgYysvLGRsbY/Hixfj6+pKamirEw6T5hrRwJeHr169fX8BUOHz4MCYmJnz33XeCfujh4YG3tzezs7PU1taKbkSK+YwO6fdsaWkRQ1mY61K0tbWpqakRxgvv/psnT57w5MkTZmdnxffyb//2bwskCGCOlx8SEsKyZcuEEUlpaSkTExM4OzvT09PzXpaE9Hu8efOG7OxsUYEmJiaira0tWFYGBgZERUVx5coVTp8+zeTkJCqVSmi4BwUFkZ+fz927d9m2bRszMzOYmJgQFxdHYmKioDNKukibNm3i7t27TE1NsWXLFmZmZjhx4oQ44OVyOTKZjLq6OqGmuGbNGtHhREVFoVKpBOtLOiRSU1OxtbUV8F5MTAz379+ntrYWIyMjvLy8hP1cVlaWqHzNzc1JSEjg/Pnzgt4pCabp6+sLWBTmFsGampooKSmhvLx8wdB32bJl4rkYHh5WO8Bu3bpFaWkpS5YswdXVFS8vL1JSUgQk+64h/YULF4Si5N87frYJvb+/X6yge3h4sGXLFsrLy6mtrWXdunUsXryY27dvc/bsWcLDwwU2Lj1ILi4uaphcW1sbixYtwtDQkPT0dPz9/QVt7s6dOwu0v2NiYjAxMcHQ0BBDQ0PGxsY4fvy4qCylSfqZM2cwMjLis88+o7W1lUuXLvGXv/yF6elpsRwSEBCAv78/Fy9epKOjAzMzM2ZnZ3nx4gVGRkZ8/vnnXLp0iaSkJGFcK0mLSnHw4EGcnZ3/j78/DQ0NIiMjcXFx4ezZs8AcFBUbG4uXlxctLS1cuXKFiIgI+vr6qKysZPfu3fj7+9PR0SEMih0dHYWNm+QQtH37du7cuUNXVxdxcXGMj49TUlKy4IDU0NCgvb1dmGo/ffqU2tpafHx8CA0NFRDZ48ePaWlpea9Rib6+vtpQdPv27Xh6enL69GmRWCS65dTUFL/85S85efIkTU1NuLi4kJaWJpaJ5idYe3t7YV+Ym5vL/v37aWlpISUlheDgYEH1k7jE4+PjvHr1SmzKSuHn5yc6l/mHhJeXF0qlcoHG95s3b+ju7sbLywsvLy8cHBxobGwkPz+fBw8eoKmpyZ49e3jx4gXa2tqMjY3R2trKZ599BiB8dqVBpLOzs1hoUalUeHh4sG7dOnEtEhISRPXo5eWFiYkJKSkpgi8tl8vR0NDAwsJCbbAbGxuLsbExNjY2ZGdni63hrq4u4uPjefHiBQ8ePBCMKH9/f2ZnZ9VovqmpqWrsmPnR1tbGsWPHFhzOEv990aJFeHp68vLlS9EBSY5U89ktly9fRlNTE1tbW7XhbHp6Ounp6aJDVigU4lq4urqqccRv3bolZlzSAFcyaTE1NRWJ+unTp9TX14uiUEdHh82bN/PkyRPOnj1LQEDA34V7Pj9+diyX+vp6qqurKS4uFiJX0dHR6Ojo0NraSlVVFeHh4VhaWhIcHMzo6KjQWIa5CvvRo0cLNE1iYmKIiooS1nMJCQk0Nzfz6NEjxsbG8PX1paurS2ilj4+PEx4ejqmpKdra2pSVlVFVVcXnn38umAPp6emMjo7i7u7OxMSEWMSYL/oTGRkpDgeJcywpGb569Yro6GgcHBxwc3MjPz9fDI4k3rq2tjaHDx/+vz79jYyMMDU1FeyAmZkZnJ2duXbtmqjOlEolubm5GBsbY2trKxZdfH19KSoqwt/fH4VCISqvrVu30tPTQ3FxsTANLi0tVRtQS5VbXl4eJSUlTExMiO5AonhJVVNzc7OQS21ra1OjCa5evZrc3FyBz9ra2tLV1UVhYSE7d+6kpqZGMJJWrFiBv7+/wODfvn0rOro9e/ZQW1uLpaUl0dHRvH79mpGREZRKJfX19VhZWfHs2TMCAwPZunUr1dXVDA4OEhwczOzsLDk5OaSmpmJubs7o6Cg6OjrMzMygra1NbGws3t7eDAwM0N7ejra2NrOzs2zbto1FixZRUFDAwYMHCQsLQ19fn/b2dqHz3tPTw9jYGBUVFUIMy8rKikePHuHr68uyZcvEQeHu7o6uri45OTkCF+/p6cHQ0JD+/n5GRkbw8vLi6dOnooqUlCnfvn2Li4sLYWFhTExMkJWVxcjICENDQ+Tn56stG0naQEqlEkNDQ0pLS7GwsCA5ORlfX19hFiIJfE1NTeHu7s7jx4/VNlyDgoLw8/PD0dERhUKxgO5qYWGBhYUFTU1Naiy17OxsWltbWbRoEVVVVULRUXIdGh0dFUk9Li4OAwMDBgcH1QxK3Nzc2LBhg1j8evLkiRA8q6ioEEYzDQ0NJCcnizlITk4O9vb27N+/H3Nzc7q7uwXc29HRga6uLvv372doaAgNDQ02bdokDpw3b96Qm5srhuaS0cf/3/ifWC5/3z3Uv0PMt5dbsmQJXl5eC05xKXR0dFi+fLma03ZDQwPh4eF8/vnnAiZwcXHh7t27VFVVkZ+fj1Kp5Pbt29y8eROlUsmHH35IREQEMDcYjI+Pp729XU2Gtb6+HkNDQ0xNTYXQkRTFxcUkJSXx5MmTBYp1kpayhoYGXl5eVFZWMjU1xYsXL1AqlWKDz8DAQNh7wVyHEhsbyz//8z+ryeP+30RAQAD/8i//wubNm6mrq+P48eMMDw+zefNm5HI59vb2WFlZkZOTw+TkJIWFhfj6+rJhwwY0NDRITU2lv7+furo6goKCkMlkLF++nMnJSf7whz/w3XffkZWVxeLFi9m7dy8wN+T67W9/y9atWxe4SWlra6stcsXGxnL06FEcHBxQqVTCwFmq+kdGRti3bx92dna8efOG1NRUXF1d8fHxQaFQiOFrZ2cn3377rTgoRkdHcXV1FRz0zs5OXF1dRVLKz88XFeSTJ0/w8vJi69atwu6stbWViYkJ7t27x5MnT/Dx8eHQoUPAHKMoLi6O5uZmTp8+TW9vL11dXTg7O7Nr1y46Ojq4ceOG6Arkcjk2NjasXr2aTz75hJiYmAXXqaOjgx9++IHf/e53qFQquru7sba2JiAggIyMDOrr6wU9zt7eHg0NDdzd3bl//z5lZWV0dXUJrXiYS8xdXV2CSTMyMiL03KWQNns/+OAD1q5dC8x5akp0SqkjkYTdpM9tbW2Nm5ub6CIfP37MwMAAW7Zs4de//jUwp0W/YsUKlixZQltbmxi4r1mzhk2bNrFp0yYUCoVaxb1r1y4iIiJoa2sT/sEwR/+9c+cO1tbWfPrpp0RERAi2imRfNz/6+vqwtLQUs4KOjg7hsTA9PU1zczMqlYqHDx+iVCpZuXIlZmZmhISEkJeXx8DAAP7+/oL9IoWPjw+2trZqeyfa2tqsXbuWPXv2CNjtXVHAnyp+dpCLNCiCueFVVlaWoBhJp/jExARVVVW8fftWqMvNj6mpKQwNDWlubiY0NJTIyEjOnj2rpj89MTFBbGwsixcvRkNDQ1QoSqUSR0dHPvjgAy5fvszp06eJj4+nvr4eGxsbNWMDKaTkJ3lfzlfty8/Pp7i4mBUrVuDh4UFeXh7Jyck0NTWxadMmAKFnMZ8Ctn//fgFV/BQhk8kICQnB1NRUaMtcunSJxYsXs2TJEpYuXcr9+/d5+PAhExMThISEYGBgQFhYGOnp6eLBCgwMXDCkHh4e5qOPPsLW1la0o319fXh6egphNSk+//xz9PX1+e6777C1tWV8fJzCwkI8PDy4f/8+tra2REREIJfLSUlJobGxUXD3raysxGLQ1NQU33//vRrmXV9fL+zx5v/Z/IcrOzubwcHB98rphoSE0NXVhUKhwNbWlpmZGf7whz8wOztLREQEUVFRApqTyWT4+/tjZGTElStXOHXqFGNjYyxZsgQ3Nzc2btwoTE9gLqGPjo7y9u1bcnNz6e/vX6BCCXMzIKmTqaio4Pe//72Qo5VofkeOHKGsrIyOjg7i4+O5ceOGGPSrVCpx77q5ubF06VKR0J8/f85KhvrjAAAgAElEQVTLly8XYPvj4+M0NjaK50vS43/x4oXa/GdsbIzLly8zMDCwAEeGOZNrFxcXZDIZpqam1NfXExISwpUrVxgeHuaDDz7gypUr9Pb2MjMzw7179ygoKCA4OBgPDw+uXr2KkZERPj4+REREUFZWprZwBXPdoaRvPzs7S09PDzU1NTx58gRvb2+Bww8ODnL69Gn27NnD8+fPsbGxwc/Pj4mJCdE9StLC0oIWzHXUhYWFfPvtt0ILRoKVYE7ozsXFhf7+fgGBdnd3k5aWJnRqpAr97xE/u4Tu7OwsEqaLiwvm5uYUFRUJ4XiYo23B3M0fHR1NYGAgGRkZZGdns3TpUl6/fi1YEOPj42qyt1LExsbi6+srDgOpXZNU0uzs7Pjwww+5dOmSWAevrq5GJpMRHBwszKUlrej51nNhYWFoaWmRnp7OkSNHBIdbwvkl5kFzczPPnj1jYmICAwMDsUASFBT0kybz+eHi4iKqECsrKzIyMsjIyBAMh/z8fCwsLMTQdMWKFWRnZwso6Nq1awtMCmDOjGLDhg3o6emhra1Nb28vKpWKmzdvUldXJ5yk+vv7ycjIYHR0lP3791NbW8uTJ084deoU09PTrFy5krdv36qxM97nrtTU1ISbmxsqlUokcB0dHUJDQ9m4cSN/+tOf2LhxIwEBAdy+fVuweoaGhgRM8G7Ml2uQYnZ2FhcXF5YtW/beTtHBwYENGzYIF6vc3FwmJiYwMTFBV1dXJOfbt2/T19fHzMwMTk5Ogvb66NEjDhw4wPDwMLdv32ZqaoovvviCb7/9lkWLFuHo6ChcoKSQuOizs7NoamqyZMkSkdC9vb2xsbFhcnISLS0trK2tsbCwEFRAAwMD1q1bh5aWFpcuXWLlypV0dnaqiaSdPn0amUymdjACGBsbo6OjIzxU8/LyxOvK5XJ+/PFHbG1tWbZsGY6OjpSWlnLr1i2am5uJj4/Hzs4OU1NT2tvbuXTpErW1tURFRRERESGujzTwHx4efu8g+ttvvxX7FNL32t7ejq+vL9u3b+f48eNYWFiwY8cOLl68KPYY1q5dK2i7NjY2lJSUMDIygqurK97e3oyOjtLQ0EB9fb2osiXtHDc3N77++muio6MpKioSheHU1BQ3btwQXqLLli0jPDycP/3pT4Lu+lPHzy6hS+Hg4EB9fT1r165l3bp1lJeXq7FW3Nzc2Llzp+C2Tk9Po62tzYYNGzAyMhJ479u3b9HU1MTBwUENDrlx4wYpKSksXryYoKAgNWH9yclJGhsbqa2tXVDNfPLJJ1haWooKNT4+nkePHomL7O7uzvr162ltbeX/Y+89g6rK1/zfzyazQTZJcg4qkkGQIAYQRRQxYo7dPX36nFs9p05N1VSdN7dq5pyp+td0PKGPrX3a2CYMjTmgKAKSJQfJeZNzDvu+YNZvWNJzJ/y7Z27/6z5VvpBUe6+91vN7wjdkZGTQ29tLUlISdXV1i5AWVVVVeHl54evri6urK2VlZRQVFYkRwU8VgYGBFBQU4O/vz44dO8jPz5epPnZ3d/Pll18yPT0t/kkhwTx9fHwE+crPz4/i4mLq6+tJSEjA3Nyc/v5+MQrYvHkzK1euFDox5eXlREREYGNjI66vdP0XipRJsW7dOoaGhmRQMUlq18bGhk8++QR/f39aW1u5ePGikIJtb29nZmaG6upqQbc/ePAgnp6e1NfXCxEtmDeEnpiYYGxsjLa2NtkB0tDQwCeffIKHh4c4aNvb23n8+LGQnlgYTU1NlJWVLWIvW1lZsXv3bqysrJibm+OPf/wj9vb2oqqVlA1TUlIEoSYoKGiRFO+dO3cETLOhoYGrV6+iUqmYmpoiPz8fV1dXpqen0dbW5vbt24sgt3Nzc+I1BwYGCuSGdFD39vaybNkyYfMmRVRUlLg3h4aGyMjIEHyFxMREwXJd+JxWVlZiY2PD1NQUb968kS0uExMTxchR+hwksazU1FTB7FYqldy6dYv9+/fT0tJCfn6+4Gqo1Wp8fHzYuXMnWlpawk1KkiGW7qdbt26Rnp6Os7OzMOKQ4tSpU4sgmVI4OjqK7zk4OODt7c2XX34JzOcWXV1dIiMjCQ8P/2+BLv5sE3psbCzJycncvXuXDz74YFHFWltby5dffklkZCQhISHMzs6io6NDU1PTomouPj6ewMBA+vv7+cMf/kBMTAwmJiYUFBSQmppKWlqamLtevHhRzNe0tbUXiVsVFBQQFxcnHghzc3OWL18uFqE1NTWcPXtWzPVv375NWVnZotk6wG9+8xtxIMH8zb9kyRKZZ+hPEXZ2dpiYmFBZWUlAQAAxMTGsXbuWf/qnfxI/4+rqio6Ojpj5S+Hr60tERASA0JMPDg4mNDRUaGcvjKioKBlETKr0FQoFp06dki2QAwMDBUlMQmm4ubkRGhrKN998I5KHtbU1c3NzXLp0icjISBQKBUqlkg8//JCnT58K6KNU4a1cuZItW7bw6aef0tnZiZ6eHleuXMHS0pKAgACePHmCjo4Orq6udHd38+jRIwEljYiIEOJT5eXl4iCXOkZra2uio6OFJsz3339PbGyssCVceFBKiKrw8HBmZmYYGBgQrEeYR8xIOt0ajYby8nK6urqEEFZ5ebnorqS4fPkyZmZmHDt2DF1dXS5evEhycrKQBoD56jQtLU2YLt+6dUuMnDIzM2VMU4Df/va31NbWkpycLEMHZWRkEBAQgJaWFmlpaczNzXHixAnOnDlDQ0MD27dvZ9WqVYvcrNRqtehgFsbLly8FLV9KsBcvXmR0dBRXV1cSEhIwMzMTz9rAwAAbN24kKiqK06dPi12BJAJmaGiIoaEhIyMjDA0NCWgjzGv5DA8PC8NuKerr63Fzc8PHxwcXFxdhI7dv3z7u37/PlStXhDaNiYnJotyyf//+/zLF/78SPzuUi6TlEhYWhoODAzk5OWhra9PR0UFDQwN6enpYW1uzb98++vr6yM/PFyf/1NQURUVFGBkZsWLFCtRqNWZmZhQXFzM+Pi4kOicmJoiNjSUwMJCVK1dSXFwsEvrg4CDBwcFER0ezdetWBgcHaWtr45e//KXQv5DGCa2trejq6srmjKGhoQJTLsXw8DCBgYEolUr6+vpYvnw5vb29zMzMCPbf1NQU9+7dw9fXVxg7/1ShUCgYHBykvLyc1atXo6OjQ2lpqWh7V69ezbZt25idnZVVxcbGxlRVVTE1NYWbmxuzs7Pk5+fj7u4uPD6npqZk44GJiQlKS0spLy+XCaNJZgXSAwjzh7ijoyO3bt0SbNOuri7q6uro7u7m0KFD9PX1oa2tzYkTJxgdHZURjCTdl4VVJcyjLSwtLamsrKSjo4PCwkJUKhVHjx4VGh729vaC3q1QKDh27BhFRUXY2dmJEZixsfEiKz6JLTw8PIyNjQ3t7e1iH5ORkYG5uTnj4+Ps3r0bNzc3GhsbKSwsFNd6enpaEL2qq6sZGBhgaGhIHKLSaEpfX5+amhoOHDiAvr6+QHHNzc1ha2srzJw1Go1IdDA/WgwJCeHly5csW7aM+Ph46urqBBS0o6OD4OBg9u7dK8ZXVlZW3LhxA3t7e8LCwqitrSU2Npby8nLMzc1RKBTcv3+f1atX4+vrK55NHx8fHj16RE5ODoaGhuIgsLW15fjx44SHh1NfX8/Y2BhxcXHMzs5SV1cnK3gku0RJIgHmR2lFRUVoNBq8vb3p6uoSyocwf1AWFxdjamoq5Khra2sZGRlh3759lJaW4u3tzdatW9HX15fJUcB80RAWFkZfXx/Pnz8nKiqKkJAQnJ2dhYAZzI8j35UaqaiowNzcHCsrK/G19PT0/1/L5YdixYoVeHt7k5aWBsxfeBcXF54/f45KpeLQoUO0tLTw6NEjsYyzsbHhxIkTNDQ08ObNG3bt2iWkLzs7O7G1taWiokKc0llZWYsw6G/fvsXT05OxsTHy8vLw9/dn6dKlbNq0CSMjIxklOj09HX9/fyoqKggMDGTLli1MTExw4cIFgat+//33USqV/OlPf8LDw4N9+/bx6NEjsrOzsbGxwd/fX0iBLkQg/JSxcuVKcnJyqKmpwd3dnadPn+Lo6IhCoaC1tZWamhrxUEdFRXHlyhV27txJVVUVr1+/ZnR0lE2bNgH/un8YHh6WGWk7OjpiZGTE5OSkrO0PDg5m3bp1LFmyhDNnzmBqaioc1EdHR5mammLXrl3k5eVRVVXF4OAgkZGRaDQawS148uTJosT94sULTE1NWbZsmaiklyxZIsg/CyM+Ph6lUolSqURXV5e8vDx6enowMDDg6NGjInFpNBo0Gg1paWnCXm7hiCUoKIjBwUHy8vJEZyC9vuXLl7Np0yb++Mc/MjU1JRamUssO84tPiZcwOzvL3NycjKoP8/e0lKQ1Gs0iPkJ3d7dADb3rJ6tSqcThIPlkvku7l353ZGSEiYkJkpOTsbW15dChQ7x8+RIdHR3CwsIoKSkhIyMDlUqFnp4eUVFRzMzMCGb1559/jra2NpGRkURFRXH+/HlhyJKbm0tcXBxGRkbo6+uzevVqIfb1rll2enq6OGg8PDzQ0tLCycmJhoYGRkZGuHbtGkZGRri4uAi9+bt378pMzsfHxzlw4ACenp7Y2toKWe2Fz+77779PcXExBQUFsq6nt7eXS5cuMTo6Khu5Ojo64uXlJXOOsra25ubNm6jVaqKjo//nDS4UCsW3wDagS6PR+PzA9xXAl0A8MAYc12g0P2yz8xPEunXrRJvu7e2Nvb09z58/p6amhsDAwEVymH19fTQ0NIgFpFQN2NnZcffuXZEQJKW5np4eAWFzdnYmNDSUO3fuLBKSunfvnhDGWhgRERFs3LhRuCJJ1nmdnZ2Codfa2kpLSwvT09Oixd60aROdnZ3cu3ePpUuXUllZiVKp/G9hm8H8zSlVnE1NTYyPjxMfH09ZWRmZmZlcvnxZPNQLxyJbtmwRIk0SZG14eJiKigphKiGhA/bv349SqWRgYIDTp08LfZHW1laUSiVtbW20t7ezZcsW2traROtvYWFBenq6bBEuEUWkKCwsFIYDC1mAmzdvZsWKFaSkpFBXV8dvfvMbGVFKigsXLqCtrY2FhQXT09Oiq/jwww8xMzMTPzc5Ocm1a9eorq4mMDCQsLAw/vKXvxAdHU1OTg719fW899576Onp0djYSFlZmZh5GxsbC3mHsbExsQzU19eXFRG2trZs374dXV1dJiYmuHjxImq1GldXVxobG7lw4YIwjG5ububu3btYWlri4OBAUVGR8CvV0tIiJSWFgYEBIiIiaGho4MqVK2zYsAGYT1RnzpwRB4aWlhY+Pj7k5eWRl5cnKl4bGxsOHz6MgYEBnZ2dWFlZoaWlRVRUFDdu3BB48qtXr9Le3i67/keOHBF+qubm5kxMTLB8+XIhdjU0NIStrS39/f08fvyY6upqMd6C+aWuhYUFRUVFvH37FhMTEwIDA1GpVIyMjHDq1CmmpqY4efKk8II1NDTkgw8+kKFyNBoNWVlZVFRU0NXVxezsLK2trfj4+KBSqcjKyhKG0H5+fvz1r38V76GjowOlUrlITuLAgQPcu3cPXV1d4uPjSUlJISYmRjwznZ2d7N69m58y/iPHxTlgMSj2X2ML4Pkv//4G+Mv//sv696Ozs5M7d+5w+vS/dh53796lvb0dExMT4VJy7tw5kXC8vLywtLTk6tWrYnYpJWA/Pz+OHDki/tbz58+ZmJjg6NGjrF+/nrGxMYyMjHBwcODDDz+UvZaioiKqqqoYGBiQzbxhfmY+PDwsqqurV6/S1tbGnj17WL16NYaGhmRnZ1NUVER4eLg4gCQ9ayMjI7777jvKy8tZsWLFT37CS6FQKFixYgUVFRXk5+fj5uZGc3OzLGmam5tTUVEhpABmZ2fRaDREREQQFxcnWtfs7GySk5OxtLTkww8/FAa5MzMzzMzMkJycLOB0u3fvprOzk1evXpGbmyt00hdSr3t7excp74WHh3PkyBFhLvKrX/1KjB+cnJz4u7/7O+zt7bl+/Tq5ubmMjo5ibGxMc3OzrHKDedZtYmKiINksjFOnTvHdd9+RmZkpFnmSVEFCQoKogC0sLDhw4AAjIyNcvXoVhULBsmXLhF6NhAKRFuElJSXCVvHEiRMoFApBZikrK+PcuXP09PRw6dIlYRJx+PBh9u/fT3d3N6mpqcD8Mt/Y2Fi8h02bNlFZWUlycjIPHjyguLiY9evXExsby9GjR0UBBP+Krjpx4oSQZN65cycff/yxDAtuYWEhkrSU0CcmJhYtDqURyMKQDhSY9xQYHBxk48aN+Pr68uzZM/r6+igvL+err76ivr6emJgYoR2up6fH0NAQMTEx/PrXvyYpKYmlS5fy8uVLIYkwOjrKtm3bBHoH5hfOfX19snGYmZkZs7Oz1NbWyg6cnTt3intDW1ub4eFhUlJSxPc3btzIxx9/zMmTJ4VSpZeXF4AgPHp7e4tnVfLj3bp1K/X19XzzzTc/qC3/Y8W/W6FrNJp0hULh8v/yI4nABc38nZytUChMFQqFrUajWczT/hFCkg2VFjeSOtyLFy/Q1dUVVeDQ0BBtbW1MTk6SkJDA999/j5ubG/7+/ty7d08k9Lt379LR0UFLS8uiGzIiIgJXV1dBrngXViiFlpYWsbGx+Pv709XVxenTp/Hw8GD16tVCN2Nubk4w+nbt2iVuAltbWzFuWLFihaiGx8bGGB8fx9LSUsxcJejgf1c4OzsLiGhdXZ2MLQjzh9VCOd93W+OFIbEctbW1BQZ3enqax48f097eTlJSEhYWFlhYWODn5ydbmn311Veyv/W3f/u36Onp8emnn+Lr6ytc3H19fYmJieHSpUsMDQ2Rn58vOjAjIyOOHj3KzZs3ZeS0s2fPolKpOHLkCIODg9y5cwczMzNcXV2FeJcUvr6+Yj4tJVCYP3zn5uZQq9XiYdXR0RGV8bVr17h9+za7d+8mOzsbJycnTpw4QUVFhThMuru7sba25tChQyxZsgQtLS00Go0wY7527ZowY9HS0qKoqIjCwsJFIxTp+7du3RLjIEAmtpafn09WVtai0QrMa5hYWVlhamoq5JjfpeeXlZXx9u1bwcSuqamhqqpKhpn/5S9/KUxYJOMWtVrN2NgY586d49ixY5ibmwtETWJiogytI42jTExM+Prrr7G1tRXG5dPT0+jq6goxsvLycmFNCfM2fQ0NDWL/9OLFCyFkFxcXx6NHj1i3bh3+/v7MzMwIazqYX4IODQ1hYmLC4OAg58+fZ3R0lOPHj3Pnzh3BWn306JFAaAUFBVFTU0NycjIzMzMEBQVhYGCAk5OT0IdftWoVS5cu5dy5cwD/n7agswcWbgJa/+VrixK6QqH4G+ar+P/y6GDh/PDjjz9myZIldHV18eLFC7Zt28bk5KTYXg8PD/P++++LKsvCwgJdXV127NhBdXW1+LpUgUZFRWFpaSlgVampqVhYWAgmo7GxMTk5OTx69EjMYYOCgujr6+P777+nubmZhoYGIdk5OztLYGDgIqGnnJwc0tPTheGCFAvbuh+KH3JT+ilj4bU2MDAQZsl/+MMfSExMxM/Pj5SUFFn1LMmIDgwMLII6pqSksHnzZoGgkKjQERERQmCqo6NDHJxS+Pn5ERkZSVZWFqWlpSiVSkpKSpibmyMsLIwNGzZw9uxZLl26REJCAjAP18vJySEgIEBU7dra2qxatUpGevL09GT37t3o6+uLRfX4+DiGhoZcvnyZiYkJ3n//fS5evIi2tjZbt25leHiYL774QlStJiYmi3Rqrly5wrZt2zA3N2f16tXk5OTw+eefC2zz/fv3Fy3fpqenxfuXtFdGR0cXsQotLCzo7e1FoVCIfwtD+l2FQiFj3EqxdOlSrK2t0dPTQ1dXd5H7TnZ2tmA5fvHFF8zOzrJ27VqGhoaora3l6NGjMrTQ6OgoDg4Ogtn55ZdfUl1dLaptyXlIrVaze/dubt++zdmzZ1m3bh0wPwZ9dy+wdetWDA0NhRhcfHw8KpWKzMxMWltbBfTyxYsXMmRJVFSUGPFJI7r29nYcHBzYu3cvxsbGpKamiq5dMorZv38/z549IyUlRfgVnz17VpjWODg44OjoSE1NDZmZmeTl5REeHi6Yoh4eHlRVVWFqaipQaJ6enjx9+pTBwUFmZmYWuTL9FPHfuhTVaDSngdMAq1atWlxa/AdCsqCD+ZN47969YqbZ19fH+vXrefPmjVg4amtri5mepaUlAwMDi8S2DA0NWbdunSBpAEIAKTk5WdD+y8rKqK2tZcWKFezZs4ff//73GBkZsXXrVmGILIUkePVumJubo6+vj0qlQqPRLGoD4+PjMTIywtDQkOHhYS5fvoxGo2FycnIRa/CnDmm55+XlRWVlJd9//72gdo+PjwvIpXS4bd68mbCwMNrb22XwxNjYWCYnJ8nIyKC2tlZATLOysoQHZnJy8iJzaikMDAwwMTHB19eXwsJCampqKCsrw9LSEmtraxQKBUePHuXs2bOiPU5PTxeLuYqKCqqqqnj79i2Tk5Mi4cF84s/NzSUiIkLMREdGRkhNTaW7u5uDBw9ib2+Ph4cHNTU1jI+PCwPylStXUlRUxP79+9HX16e+vl7WnkuqklJIi3kJn+zm5kZERAT5+fl0dXUxNzfHlStXcHR0FJZtkr6PZCPY2NjIsWPHBKa5v7+fb7/9VlYYKJVKDh06hI6ODrW1tTQ1NclGJh0dHaxZswY3NzcZJNHe3p61a9eSlZUlRlqzs7NCAvjFixeMjIxgbm7OypUrZczljo4OsrOzCQ4OxsHBgcLCQmZmZrCysiIyMlLsIGZnZzl27BgXLlwQ1+fNmzfU1NRgamrKxo0buXXrFvfv32f37t28efMGbW1tsSOA+T2BtrY2KSkp9PX1ERQUJIg/GzZsYHBwEI1GIyMe6ejoyITGOjs7GRkZIT09nWXLlrF8+XJUKhVnzpwRB6mhoSFHjx7FyspKkMHGxsbEAWhgYMDdu3cZGBgQh+7AwACXLl2S2fZ98cUX4nCVDncJ2vtjx4+R0NuAhVqrDv/ytZ80JLytZHysUqno6+tjaGiI7u5u3NzchE6Fvb09enp61NTUCEKRtJhLSkoiNTWV8+fPk5CQICofNzc3HBwcOHfunJgx1tbW4uXlxe7du2WogdnZWZni3/r16zE1NRXegx0dHULdUZqtKhQKHjx4gEKh4L333qOwsJDCwkKysrLYvXs34+PjXL16VXgn3r9/n8rKSjZu3Phvatf8mCEdNq6uriQlJVFeXs7du3fFQSVVpNKM8x//8R8ZGxujtraW69evY2RkRHh4OM+ePcPJyUmQLu7evSsbYwwODvLgwQMhvqWvry87GKU2u6qqiq1bt2JsbExWVhbt7e2sX79eXAtzc3OOHDkiWlqYh3r+5S9/YWZmBkNDQ7y8vFixYgWWlpb86U9/Yu3atXR3d/P8+XNKSkqEkJhkBZeYmCgOn2XLllFeXs6nn36KRqPh0KFDsuVcZGSkDFUTHh5OaGgo/f399PX1LUruJ06cEJ2Drq4uKSkpghiz0Od1ampKmIR0d3fz1Vdf8ebNG9asWcPQ0BAXLlxgdnaWqKgoXr16xdq1a0lPT+fGjRtERkZy/fp1li5dSnx8PGfPnmXDhg2UlZVx6dIlNmzYQG5uLvb29jg7O5OdnY2rqyuenp78wz/8g3gNkg6LtB96+PAhBQUFuLm50dfXx9jYGP7+/pSUlCzSSbe3t+fx48dinHnt2jW8vLxYunSpODTKy8sxNDTkxIkTmJiYCHigu7s7paWleHl5yRaQkkqjqakpR44cwdXVlc8++wxzc3Pu3bsnDimJl+Dj40NlZSWnTp1i9+7dWFtbU1NTI6wRN23ahEajYWZmRnbwjY+Py5yN3o20tDSMjIwWEYYmJyepqqqSqaFqNBqOHz+Ovb09+fn5P9kz/GMk9DvA/6VQKK4Cq4HBn2p+vjBCQ0MxNDQkIyMDY2Nj0Ya+evWKubk5MX45e/asqILv3r2Li4sLiYmJvHr1iq6uLlasWIGLiws3btyQVVdlZWX09PQs0lwIDQ0Vi0mFQsHY2BgXLlygtbVVqK8FBASwZMkSUlJS6OjoYOPGjYIi//DhQzIyMvD09CQ/P59Vq1Zhb2+Pvb09Dg4O3LlzR5hjSHNfMzMzvLy8hOPKT21jBfNLut7eXiHxOjg4iKmpqQzRYmZmhrW1NVNTUxgaGvL69WsyMzOxsrLi4MGD5ObmoqWlJV6vVK1du3ZN/A07Ozt27NiBpaUlw8PDnDlzBpVKRXR0NLdv32bt2rVERUVx9+7dRQ5KEuZYrVbT2dkprP4WhouLCxERETg7O4vPTcIKSzZ0NTU1PHjwQMzWZ2Zm0NHRoaenh/v37zM5OSkS0uzsLMHBwbi4uIj39vbtWywsLMjKyiI4OJi2tja6urowNTUVkMuFoVQq+etf/8r69euJiIgQi9LOzk7B0l2oOX/hwgUCAwNZtWoVrq6u5OXlERAQwMWLFxkbG+Po0aNi0ejj44ORkREPHz4UCJFDhw6hVCrR0tJiamqK9957j9u3b4tCRVrmSgelROmPi4vD1dWVly9fCh1xmN8h+fr6kpiYSHZ2NqmpqcJGLisrS7b/qKqqWoTaqa2tXfRcScnT1tZWYLalfZhGoyElJUXGIpV+Jz09XUhvjIyMoFarCQoKYs2aNTx79oza2lp27tzJmjVrSE5O5sKFC+jr6zMxMUFhYSGenp6UlJRQVlYmw+cDrFmzBm1tbbS1tWlpaZF1JCYmJnzwwQcYGxvz8OFDcX+sXLmSvXv3AvNz8oW7lm+//RZ/f///2aWoQqG4AqwHLBUKRSvwfwO6ABqN5hTwgHnIYi3zsMUTP9WLfTeio6NF2ySF9IEaGxvT0dGxaPETExODSqWipaUFBwcHZmdnUavVWFtby2aVd+7c+UEm6Pnz51GpVLxHVAoAACAASURBVPj4+DA3N0dhYaFApBgYGHDx4kV6e3t58eIFJSUlREdHiy19SEgILS0tPH/+XDxMtra2vHjxQggBLQxLS0sxy5QcVySq9E8dEnOvoaFBELZMTU1FZwPz1fXly5cFHhvmF7f79u0T1HorKyshbfv48WPZQtnR0VFcj82bN3P9+nUBOZM6oMHBQfz8/PjFL35BWlqabF566tQp8XBIizd3d3fZ8ra2tlb8LRcXF0GaAsS1tba2xsvLS/a3Jb16AwMDgXaQoqCggOrqalauXIlSqaS+vl44LsXFxXH//n3x8Hd3d3Pnzh2Bue/q6uLkyZPcv3+fZ8+eUVVVxfbt29HR0aG9vZ3GxkbUarUguYWFhTE4OMjr169l2umffvopOjo6HD58GHt7e/GeJLVE6XAaGxujr6+PJUuWiFGDvr4+tra2YlG6UGe/tLSU0tJSXFxcCAkJQa1Ws3Tp0kXwz66uLjIzM8VhVFJSgoGBAa9fv5axR+Pj4wkJCSElJUVUzq6uruzfv5/S0lJu374t/qa7u7sg/SyM8vJylEoldnZ2IukuWbIEd3f3RXoyNjY2rFixAiMjI96+fYuXlxdaWlpYW1tz7NgxARmWoqamhpqaGlxdXVmzZg1eXl4kJyczNjYm1CWbm5t59eqVqPhtbGzo7Ozk0qVLhIeHk5ubS2hoqEweQSLV2dvbs3TpUoqKirCxsREdzP/YUlSj0Rz4d76vAX71o72i/0QoFAoSEhKEjyEg2GyffPIJU1NTMgyrtra2bPHY3d3N//pf/4uZmZlFcEA/Pz8SExPR0tLi8uXLDA0NceLECaqrqyktLZXB9ywsLFAoFKL1kiqGNWvWsHLlSmpra0Xr/W61JlUhklrg6OioqGaampo4deoUCQkJuLi44OzsTGVlpcAN/3eFo6OjwIzD/PJWR0eHgwcP0tLSwo0bN0RlbGBgIBJ8e3s73t7eqNVqbt68SU9PD+Hh4ZSXl2Nra0tSUhLZ2dk8ffpULCQlay9pMdrT00N1dfUP2uLZ29sTHByMjY0NFhYWaGtry7TvJTNwKQHb2NiwevVqkfz6+/t5+fKlELJaeDDt2rULHx8fZmZmuH79OsPDw6IDi4mJob29nYKCAlmS27ZtGzo6OlhbW1NUVERfXx/Xr19HR0eHPXv28Pr1a2pra1Eqlezdu5fy8nIePHjA6dOnmZ2dFaOmqKgo1q1bR2NjI4ODgyQlJTE0NERhYaHoQGEeCSKJpEkt/MTExCIa/blz51i1ahVmZma0tbWRkZEhQ67o6OgItI104GppafH555+LbsjR0ZH+/n5GRkYICgqiq6tLEPoAUZVLLG2VSsXFixd5+vQptra2lJWVCTVP6fMuKipCpVLh7+9Peno6Hh4e7Nixg+npae7fvy9m4F5eXuzdu5fq6mqR7I2MjISU8cWLF0Ux1tfXJ9NEKioqoquri/7+/h/cz8B8YRgWFia6Bnt7ezIyMpienqarq4vvvvsOExMT9u3bx1dffSWYxZcuXRLXeuPGjeTm5lJRUcHo6Ci1tbVCusHFxYWGhgYmJyf55S9/yR//+McffB0/RvysmaIwf+PFxcXJkAsNDQ0EBgYK/YXf//73REREEBERwZMnT2SLIDc3N4KDg3F2diY1NZXi4mKWLVtGSUmJgDn29vZiY2ODvr4+7u7uixLLwMDAD4pGZWZmyizDFi7jpAgNDSUmJgY9PT0GBwf585//jKmpKQMDA/j6+tLa2sr58+cJDg7Gzc2N58+f09PTs0hD/McMqerZvHkz2traPH78WMwfnZ2dMTMzE6YC09PTsmVtVVUVZ86cISYmhomJCVpaWigqKsLQ0JDDhw9jYWHB69eviYiIoKenZ1FXIlWIUkitvoGBAcuXLxdJTl9fn+7ubmxtbWV691VVVVhaWhIZGUlKSgp2dnZERUVRWlpKdna2bKx29epVDAwMCAsLIyQkhJKSEl68eIGZmRlPnjzB1dVViFclJCTg6urKH/7wB9GR5eTkyIy4z549S2BgoJiNnzlzhsnJSY4cOYKJiQkqlYqZmRnGx8dRKpXCxu1dCdgNGzagUCjw8/MTmHkTExOCg4MpLy8XS/7y8nLUajXr168XXci1a9eYmJgQ8Lz4+Hj6+vpkLNVnz57h4+ODjY0NqampHD9+nFevXslknZuamoSfq4eHB0ZGRty9e5eKigq2bduGQqFArVbz9ddfy157Z2cnZ8+eFZVpY2OjKKJWrVqFlZUVJSUl4nlZv349UVFR1NfXc+/ePaF5X1FRgbu7OyYmJmJpKiGc1q5dy6NHj2hvb8fa2pqWlhYx1tm6datQ8ZTC0NAQW1tbTE1NUalUsu9paWnx/PlzMjMz8fPzIygoCAcHBzQaDW/evCEtLQ2lUsnRo0dlJtYLyWUwL8Ms+RJIh6aVlZUQMUtMTOTChQtCquRdHfUfK37WCb27u/sHHdJhvuVRKpVoNBoB4UpPT18kNNTc3ExoaCh6enpUV1fj7u7Ozp07GRsb486dOxgbG9Pf3y/Ejx48eMDExARhYWFkZ2cTFxfHqlWrqKmpkc2GYb7SMjMzE1Z1jx8/lh08Li4uwgNy48aNPHz4EI1Gw9GjR4VE6UcffURaWhrZ2dmieqyoqBDIm58ipJ2Dl5cXKpUKBwcHbty4wfnz51m/fj0qlYqysjIaGxu5ceOGmHtWVlayb98+bty4Ia5FV1cXKpWKffv2YWFhIaCMubm5PHr0CF1dXaGJHhsbi7u7O5WVlbI57I4dO8SI67PPPsPHx4fo6Gi+/fZbLl68yMmTJ8WsurGxkcjISPz8/EhPT+fatWvs2LGD5ubmRd0RwEcffSRExNrb27G0tGTnzp2cOXOGTz/9FJhPOr6+vujq6gqjj6amJqqrq3FxcREuRK6uruTn54tDe2JigiVLltDZ2YlarRYV7T//8z9jZmb2b8JQv/76ayIiIvD39yc7O5uSkhJWrFjBxYsXZUS4FStW8OLFC9mBMD4+TmJiIr6+vjx+/Jjh4WE2b96Mt7e3rDvdsWOHUCScmJjA399fltANDAwElV3SAler1dja2gqHprS0tEVFSkBAALOzs7S1tcn0imD+sDEwMJDNqmdmZmhvb2fbtm18++233L59W0AxExISMDIyoqOjQzCzQ0NDCQgIENaA/v7+TE9Pk5SUxJMnT8jKyuL9998nPT1dHHwrV64UKpBSsRAbG0taWhre3t6iiyssLCQvL094lErmFkePHsXExERIJHR0dJCVlYWhoSHx8fFkZmZy5coVMUJJS0ujp6eHXbt2ic7J1dWV0NBQoS30U8XPTpyrra1NCBVlZmbS09NDYGAgoaGhAglhbm5OaWkpubm5vH37lpGREZqbm2ltbWXVqlWsXr2aqqoqkpKSBNyqt7eX1tZWIiMjsbOzE+p4UmXT3NwsrLYOHTqEo6Mjubm5eHt7CwjVu7BCb29vgoOD0dHR4fr16zQ2NhIXF4eBgQEzMzO89957jI+PC1x6b28v0dHRLFu2jPb2dpqbm4mIiMDDwwMPDw9aW1sZHR2lsbERX19fMQL5MUOCSoIc8rly5UoGBwcpKioSM3RJ8Ojo0aP09/dTW1vLtm3bRCKSYnJykoKCAjIyMsQ4ZHx8nKioKPbs2YONjQ35+fkEBQUxPj5Oamoqenp6xMbGUl9fj6GhoWCtlpaWEhcXh62tLe7u7hQUFFBVVYW3t7cguGzevBmNRiPGClVVVQwNDeHm5kZ4eLjosLS1tSkvL8fJyQljY2OePHmCk5MTtra2MsxwY2Mjr169Iisri6GhISYmJujt7WXTpk1s3boVtVrN6Ogox44dIyAgQPbep6amBClrYeJzcnLC39+f8PBwNm3axPT0ND09PWzbto3m5mYKCgqora1lcnKSuro6ysvLmZ6e5siRI5SUlODi4kJYWBirVq0SwmJSSJpCxcXFgoCTn58vWyoODQ1hb28v/pakPzI7O4utrS1LliwRSW52dhZLS0tSU1MxNDQkLy+PoqIiHB0diY6OFuir7u5uxsbGOHDggLhvF15HDw8PdHR0ZHo0khVgfn6+QIsNDAwwOzvL6OgoZWVlDA0NiZ+XUDgDAwPCMKKjo4OEhAQMDAwoKCjA0tKSgoIC1q5di46ODjk5OdjZ2WFqasr169dRqVTs2LFDeM2uWbOG4OBgQkJCMDY2lpHlJicn6enpQa1WMzw8zNu3b+nq6kJLS4uTJ0/i6uqKr68varVakPBGRkYwMzMTnczCz1zyttXW1hbSwP/Z+D9KnEuaOQ8PD7Nu3TpCQ0NRKpUCuWBqasqqVatYt24d+fn5MmH+AwcOiHEKzKMu3nvvPb7//nsBpZOqeAn7vTDc3NxISkpCX19f4NwbGhp48OAB+vr6+Pj4UFZWxscff8yjR4948OABRUVFjI2NCWW3FStWUF1djaGhIWq1epEehET9d3Z2FgqE5ubm2NjY4OTkJLbpX331FcePHxcz1B8jWltbZV3Gu4bHPxSHDx+WQbdGR0dlXYhKpWLz5s2C/bqQxFJeXi5GETCvPqhWq7G3t2fv3r2oVCp6e3uFKUhhYSFmZmZCfMra2pqDBw9y8eJFvvvuO/T19dHR0aGkpGSRa1RiYiLLly8XVXpsbCzOzs4kJyfz7bffEhkZycjIiDg0Fsa2bdsYGxujurpaphTZ0tLCypUrsbCwoKKigpmZGVkyh3m7NjMzM2ZmZvj8889FlzU3N0d4eLggWY2Pj7NkyRICAgKEGFtmZqaY94+MjPDRRx9hamrKzMyM7DB/1zz7L3/5C2vXrhXX7+HDh+Tl5WFjY4NarcbOzo6ioiKhyJicnIyWlhYnTpwgNTWViYkJjh8/TnNzMxkZGaSlpYnuQnr/e/bsYeXKlQKQ4O/vj52dHRcuXODx48esWrWKK1euYGRkRGhoKGlpaaxcuRIvLy/u3Lkjxnre3t74+PjQ2dnJ27dvZeYobW1t6OjoCIq9dI+0tLSwbNkyZmZmyMvLw9HREX19fTGLlzoWNzc3IiMjOXfuHMnJyfj4+NDf3y9gw2vWrKGgoICXL1+ya9cuNBqNTDwO5juhrq4uYYQtxcTEBKdOnRK69O+idvr7+zl37pzgj0xMTMgAGu96Gv9Y8bNL6OHh4QKN0NbW9m/iORUKxSLnnMzMTBwcHETrpKenx8TEhGxZ0t/fj4mJiRDDX6icV19fzz//8z9jb28vqq2SkhLs7e2FQqJKpcLMzIykpCR+97vfyV7Ds2fPePXqlfjaN998g0KhEGgPmG9LfXx8hLFsY2Mj+vr63LhxQ9wEZmZmaDQazp49y6pVq4iOjpbd9P/ZmJiY4NWrV7x+/RqVSkV8fDwPHz4kKCiI9evXMzQ0xPDwMENDQ7S3t8vGVrm5ucTExIiE3tbWxtOnT3Fzc8PGxoasrCwsLS1ZunQp3d3dPHv2jK1bt6JUKsnMzJRhrtVqNU5OTiQlJYm/J1l+Xb16lf7+fqKjo2WfubW1NevWrZMdFLm5ufj7+wsopYmJCTdv3uTkyZOii7KyssLe3p6/+Zu/4ebNmyIxzczMsHz5cnbu3EllZSUpKSno6Ojg7OxMRkaGbFRSU1NDbW0t5ubmaDQavvnmGzo7OwkJCSEiIkIwJjds2EBGRgYajYaTJ0/S3d3N3bt3uXHjBnv37kVbW5vR0VGRpBUKBc7OzlRVVcmqahMTE0FOkq6P1Dm4uLjQ2NjIpk2bBHJIio6ODsLDw/H19eX06dNERUUxOjoqw8a7uLgwMTHB7OwsnZ2dfPPNN6hUqn/T2CElJYWXL18K7H1+fr6A+EmcCmNjY44fP46ZmZmQsVapVLx584bw8HCGhoaoqalh27ZtLF++XDwDenp6TE9PExsbK7TGpeTp5eVFZmamTB1TV1eXjo4OFAoFnp6eYrE7Pj5ORUUFzs7OdHR0iG5haGiIuro6TE1NCQoKIicnBysrK3JychgbGyM6OhpjY2Pu3LlDeHg41tbWPH/+XLYPi4qKYm5ujomJCSYnJ39wnNfS0oKNjQ1ubm7o6+tjYGCAvr7+Ilbxjxk/u4QuLR5CQ0MpKCjg9OnTJCUlyX6mq6uLa9eu0d/fj5ubG/X19axevZr8/Hy++eYboUNcW1vLkydPFo1KIiMj8fDwIDk5WeCBvb298ff3p7GxkYaGBllVdPz4cYFVdXZ2RqPRLKoQYT6JvPvBv/fee9jb23P16lV6enqEK700mnj9+jXp6emMjo4K0khkZCTe3t7cvn1bKOH9+te/FpXufyaGh4f57LPPxP8/+OADlEolvb295OTkEBgYKK65pC8uLUNhXniroaGB1atXA/PVnp6eHgkJCejp6ZGfn8+LFy/Yu3ev0LR2d3cX2Ppbt27JiEbNzc188sknGBgYYGZmJjRFpM+oq6uL69evMzAwwMDAwA8iF+Li4ggNDeXhw4fo6enx/vvv880333D58mXhtG5lZcXw8DCFhYWLZHarq6v5+uuvBYVbQjJYWFhw7NgxHj58SHt7O8ePH+fRo0dihNPZ2Sm8RRUKBe7u7hQVFREWFkZmZiaenp44Ojri6OjIzMwMDx8+5Pbt2+zatYuxsTGxaGtubub777+X+aFKRDTpOiuVSl6/fk1aWhr+/v7ExMTw2WefoaOjw6ZNm+jr65MtnGNjY0VynpubIzg4mJycHPHe6+vrZbDdtrY22tra8Pb2ZvXq1fT29lJQUEBiYiJzc3PU1dWJGTwg23lIMTIyQmZmJt7e3vj5+ZGZmUlXVxdGRkasXbuW/v5+ysvLyc/PR6lUUldXR3x8PH5+fly8eJEbN26I8WZXVxeRkZGsXr2aoKAgLl26JA67+vp6mUifFO/utKRYWERIIRUEcXFxBAcHi4OzpqaG9PR0YfYSEBDAuXPnUCqVYrHZ19e3aLEN8yO9rq4ubG1tWb16tfh8nz179pMtRX92M3TJ4GL79u34+fkJLXONRoNarUZLS4vHjx+jUCg4ePAgKpWKqqoqdu3ahbe3N8XFxYKhVl1djZWVFcHBwYJS3dnZyZs3bxgdHaWoqIjY2FgMDAxoaWlh69atuLm5oVarZQnd3NwcpVIptM/fvHlDRkaGqCRNTEyYnJwkJCSE+Ph4Ojo66O3tFcL8hoaGTExM0NnZycGDB4Ud2+zsLGNjY0xOTvLee+8xOztLdXU1GzduRE9PT+bZWFxcLNOd+Y/E27dvuXTpkkzTWbJGCwoKoqysjKamJgIDA4Vsa19fH4cOHRILss2bNwtihhRbtmzBzc0NXV1dZmZmyM/PZ/ny5RQXFzMzM8P69esZHBwkOTl5EWJox44dODo6YmJiwtzcHJ2dnbIDV0pKklm3l5cXQUFBNDU1MT09jZmZGaWlpQwODgrMdUREBG5ubuTn54tDZWBggHv37tHY2IiDgwMjIyPMzc3x3nvvYWlpydzcHI2NjTI3psOHD2NpacnY2BhlZWWEhoYKcwgpJGKOvr4+lpaWvHnzhqamJvr6+ti9e7fMk1ZPT4/s7GwGBgaEamFbWxt3795FX1+fPXv2UFFRQUhICB4eHuTm5jI5OUl3dzc6OjpkZmbi5eXFzp07hb1bTU2NqDQXxtzcHDY2NuTl5Qmz5HfBBFu2bCEiIkLABbW1tfH39ycsLEyM0rZs2cLc3Jzokufm5jA0NOS3v/0tISEhMscfydZRMmuH+Zm0r68vzs7OmJubC2G1uro6nJ2d2bJlCzo6OmI0WVBQgFKppKamhtDQUDo7O7l169aiMdO+ffvw9vbGzMxMJPqEhATi4uLw8fGhuLgYjUaDu7s7x44dE4RCfX192cFXW1tLVlYWbW1tDA4O0tDQQE9PD5s2bSImJgZTU1MaGhqoq6sjNDRUdI8TExOsWbNGmMWPjIyQmJiIsbExRUVF5ObmMjg4iJWVFXl5eT+ZwcXPNqGHhIRga2uLv78/7e3tYinU2dnJ3NwcSUlJQqmwqakJW1tbamtraWtrE+OSpUuX8sEHH1BcXMzQ0BBbtmzB09NTCAABHDx4kJmZGUpKSli+fDnp6ekUFBQQGRnJ0aNHaWtrIycnh9HRUbq6umhqaqKjo4N169axfPly6urq+NWvfkVvby/Z2dmYmJgwMzNDX18fH330EWq1mtzcXNRqtVCRe/nypUxKwNHRkbVr15KXl8fg4CBhYWFcuHBBdA+RkZGMjY2Rk5PDy5cvxchodHT0B/+Vl5fz17/+lbKyMiwsLPDx8aGtrY24uDhGR0dFy6yjo0Nvby+6urqkpaXR1dUlLLUaGxvp6uoiPj4ef39/GSnHzMwMPT09lixZgp2dHQUFBfT29tLc3IyHhwejo6NcvXqVwcFB4uLiBCsT5kcoUVFRLFu2DEtLS2pqamTJaenSpZw8eZKgoCCWLVsmFpqvXr0iLCyMpKQkNBoNubm5DA0NiYV4aWmpbHzW09NDREQEO3bsICwsjLdv32Jubs7atWtFFd3W1iZDolRWVmJpaYm9vT25ubksXbqUubk52QjK29ubt2/fUlhYKA6ZoaEhoSI5Pj4uZqpWVlZMT09TVFTE9PQ0nZ2dNDc3ExAQwP79++np6aG0tJQNGzbg7+9PU1OTICxJn72TkxNpaWmyEcuyZcs4cuSIeO0rVqwgJycHtVrN0NAQPT09AjkzPj6OtbU1WlpagizV0tKCra0tlpaW5Obm0tjYiJaWFq2trYIgZmZmxpEjR7CwsKCqqoqAgAAePHhAR0cH27ZtE3IIe/bswc7OjpGREZkL0uvXr8nIyJAZc1haWtLb20tnZyfDw8PY2dlRWVkp3nN1dTUVFRUYGxuzZcsWxsfHRRcTHR2Nk5OTbM9hbGyMn58fN2/eZGpqiuXLl9PQ0MCGDRswMzPDxsZG6KHDPGtZkpdoaWmR7dDa2tqoqamhvb1diKilp6dTVVWFg4ODuN51dXUcP36cyspKBgcH2bt3r0D+FBUVCbRaS0sL69ev/3ey3Q/H/1FL0XdDqVSyfft2vvjiC9nX3zVcTklJQVdXFzs7O1GhGxkZoaWlJQSjZmdnFy21vvjiCyHDKbV1knv30NAQa9asob6+XrZI27t3LytXrhSwPGNjY/bu3cvVq1e5e/eu0I82MDDg8OHDJCcniwMpNTUVOzs7YX4B87O4iooKmpubMTIy4uzZs4yNjQm4X0BAAOvXr+frr7+mp6dH5pjy78Xhw4cZGhoiJycHY2Njjh07Jh44qeqW2tF9+/aJa7FwEaivry+w8zA/T83JyRFWfzY2NoIQUlRURFFREa6urmzfvh1TU1OKi4txc3PD0NBQ4IFLSkpIT0/H2NhYsCa3bNnC48ePuXbtGocPHxYLxYqKCubm5vDz80NHRwdvb2/ZvHNmZgaVSiWrxHR1dXFwcBBM4L6+PlasWIFGo6GsrIwHDx4wOzvL1q1bycnJEeJKV69eZdWqVSiVSt6+fSuMGbZt28bly5eF12V1dTXFxcXifff29i6SAf63oqioiNLSUrGEu3XrlmApvhulpaU4OTlhamoqltENDQ20t7fT39+PhYUFCQkJmJiYiE6iu7tbEOe++uorVCoVSUlJXL58mStXrjA3N4exsTFHjhyhqKiIO3fuiGemoKAAT09P9u7di66urniNFy5coL+/X4wssrKyqK2tJTQ0FE9PTxnLNTw8XNjBLfx6Q0PDIpbowpidnWXv3r1CevrevXssW7aM2tpacnJy2LRpk7CT09fXp6SkRHAmtm/fjp6eHuXl5XR0dODg4IBaraa0tJTIyEiMjIx48uSJEHSTZHSlkGQmSktLZYk+ICCAhIQEoX0uSUBHRETw+PFj4YkaExODrq7ufwho8L8TP/uELmGhpfDy8mLVqlWMj4/L3Nnt7e05ceIE5eXlNDU1CVz548ePxULq9OnTolKE+QT25s2bRdj17OzsRYlfCoVCwdzcHHNzcwwMDGBqaopCoUBHR4d9+/Zx5coV0fanpaVRX1+/aIZ7/PhxkRzj4+MpLi6WmTAolUqOHTtGXl4eSqUSCwsL1Gq1rJo0MDAQUrIL4969e7K581dffUVUVJRYIq9cuVI80O9qbdfW1uLg4CC0czQaDf39/WRlZYnX6+HhwZ49ewSEsKSkRDa2gHlp1ODgYDGSGhwcxNPTU7hPSUw6Pz8/QZBRKpWEhIRgaGjIrVu3SElJETjf0tJSli5dipWVlUBlGBsbC3jYiRMnqKurk6FvDAwMuH79urC7Gxsbw9DQkBs3blBRUYGDgwM7d+4UJh7T09McO3aM58+fi3tKqhwlgShLS0sKCwsFqW1ubk6WoHbv3i00yufm5tBoNDQ3N8vur5iYGKanp2UPvrOzMwqFYpGMhZ2dHQcOHMDY2JjXr1/z9u1bPvzwQ+7duyeIO11dXWK0tDA2btyIlpaW2IcsWbKE48ePc/36derr62ltbeW7775bdG9K71vC0ktzYYmrERoaCiCWk9PT0zx//lwk1UePHjE+Ps6mTZuYmJigpKREYOsjIyNZt26dACo0NDTI5t02NjZ4eHigUCjo6+tjYmKCZcuWYWBgQFFREba2toyPj+Pv749KpaKwsJBnz57h7OxMQECA6PSkMdvz588xMDAgMjISXV1dsrOzefToEXp6enR3d3P48GGqq6vJz88nLCwMMzMzXrx4ISsWGhoaGBwcZMmSJTQ2Ngq8e3BwMK9eveL8+fOEh4dTWFjIxMSEAEBIy94fO37WCT0rK4vU1FTMzc05duwY586dw8DAQMymSkpK0NPTE2SV9vZ23rx5g5mZGbt27WJ4eFjQrXNzc1myZAmHDx+mpKREMOUWygpIYWFhQUhIiIAswTzrEOY1Jm7evMnTp0/FCZ+Tk8PIyAjDw8OyeXVOTg42NjaiGpeQIA8fPhR6LR4eHri5ufGnP/1J/N6JEyewtLSkubkZR0dHuru7uXjxoqiWjI2NGRkZEfZ5LWeqdgAAIABJREFUUmRkZAiW4tjYGAcPHuT169di656VlUVlZSX9/f1oaWnh7OwscwZ68+aNqGgkPfvU1FTevn0rlAu7u7sFhNPHx4fp6WkePXok00a3sbERyXxmZoaRkRFUKpUMp21ubs7OnTvRaDQ0NDQIHRZfX1+GhoZITU3FxMSEkJAQmpubCQwM5Pz58zQ3N+Pl5cW2bdsEEay1tZXbt29jZWVFXFwcFy5cYNOmTYIgIqEiMjMz0dLSIiYmhoiICCEHsWTJEpqamsTCUaVS8ejRI/FaVSoVCoWCwMBAnj59KnDK9+7dw8nJCQ8PD54/f46+vj6enp7i99ra2nj8+LEQlgsLC2PNmjXU1tYKMpxGoyEsLAwLCwuZ8p9KpaKjo4M///nPrF+/nubmZlQqFVpaWri5ucngleXl5Ys05s+ePcvhw4dlC26FQiHTNKqrq8PJyYnVq1fT0tJCVVUVa9euRalU0t/fT1dXl2wHUllZyd27d/Hz88PDw4OcnBwePnzImzdvCAkJITAwUPA5tmzZQlpaGiMjI3zwwQdCqyYoKAiVSkVjYyNPnjwRyB4JfXPz5k327dsnkGL29vbY2dlRUlJCSkoKxsbGAo8uhaGhIXNzcxgZGQn2qqRtHhMTg6GhIRqNBmdnZ9Fp29raMjY2hru7O3l5eZw6dQpra2va29sJCAgQUsZTU1OcPXtW+Ke6u7szODhIdXW1OECysrIwNzfn0KFDODg48Lvf/W6RNeaPFT/bGbrkz+jl5cXBgweF7dz4+DiBgYHU1NTw4sULNmzYQHR0NKWlpeTk5DAwMEBQUBDT09O0trbKZtVbt27F3d2dwsJC+vr6qKmpIS8vDycnJyFOZGdnh1qtRl9fn/DwcGxsbOjt7aWsrIzjx48TGxsLIDsEamtraW1tZWxsDD09PZnQ029+8xv6+vqoqqriwIEDGBkZkZubKxTp9PX1uX//vqzKjY6OZnJykmfPnuHo6EhaWhra2tokJCRQWVnJzp070dbWJicnR2jElJaW8uDBA3x9fYmIiKCiooKIiAhWrFhBSUmJOGh0dXWJi4tj+/btjI6O0tTUhJOTk3jwhoeHycvLo7KyktnZWXp7e8X4pK2tjfr6elHxw/y4KDU1VSRrlUpFdna2gGtK4x5XV1ceP34sFqBTU1N4enoyNTVFRkYGISEhAm3j6OgodgaSobdarWZiYoKEhASio6PR09NDW1ubgoIC3rx5g0aj4ciRI1hbWwsd9tjYWBwdHWXLQRMTE7H4hPlKvq2tjYaGBpydnXn48OEiw5Lc3Fy6urpwc3OjoqICjUZDdnY209PTHD16FDc3N8rLy6mrqyM4OBgtLS3UajUXL17E0NCQ48ePC0y+hYUF3333HRYWFpw8eZKcnBzMzMzEvPnQoUOUlJSwZs0a4Tubn59PT08Pk5OTgkAkLeIB/v7v/56ysjKmp6cFHHdqaoqioiJGR0fR19fH0NCQq1evyjoKXV1dxsbG8Pb2FvA+X19fQkJCUCqVFBcXy/YbNjY2NDU1UVhYSENDg/hcbGxs2Lt3L1paWhgaGorKPS8vj5CQEIKCgsReYnBwkK6uLh48eICdnR1Hjx6loqICT09P8RokJ6WOjg42b94sGydJtoALD7Senh7Ky8sxNTVlbm6O6upqsYPYunUrxcXF3LlzR3TOMI/QqaysFGNHjUbD8PAwe/fuJSoqiurqarS0tDhw4ABFRUUC8dPR0UFaWtqi0dH4+DiDg4MYGRlRVlb2ky1Ff3YVukRw6OnpITY2lvDwcJE8LCwsePv2LTMzMzx69AgLCwvCwsLQ1tYmNjZWjGakuZ1EaYZ5gaKFym8wv2BNTEzE39+fK1euYGBgwPHjx8nKyiItLY2mpiYSExNpbGxER0cHjUbDlStXFn2YktCT9Drv3bsnKgjpZlOpVKLakFo6yZHFw8ODxsZGISJ24cIFod1dVFQktCakkYuxsTHbt28Xfog9PT1kZWXh7OzM9u3bRQX27bffMjMzg7a2NgYGBkxMTODj40NgYCCjo6O8fv1a0KYlW7ekpCSam5u5deuWGAFs2bIFLS0tQaCRPBnb29u5cuUKZmZmmJub09HRwS9+8Qvu/z/svXdQlXmax/s5wCHHIzlJzogBRRAVMIEBc2y11c49M3f3zkzV1O7+MTV3trdmd2Z6Oge729AmbBMYMKKogARBMkg0kDOSJJ77B/U+w2l6audu9ey9XXWfKv9Qjpxz3vf3Pr/n9zzfcOUKd+7cEc0d5b4qEENra2sOHjzI6dOnBY8/1X5vfHyc4OBg8vLydDbHGTNmUF1dTW1trVi4KbFixQrRfHF0dJQH/odgjwpmHNBRGTxy5IiYoQQEBPDll18SExPD+Pi4bHKAQFaVQgMm4XAnT54kJycHHx8fvv32WwwNDXn11VextLTExMSE7u5uTp06hYGBATt37sTKygorKytZ85s3b8bLy0vmAdHR0ezcuZP/+I//0FnH77zzDhqNhvfee09QOIrN36NHj3jx4gVbtmzh+PHj9Pb20tDQwHfffYe9vT379u0jLS1NCoTk5GQuXLggfeuWlhbu3bvH3bt3MTMzY8+ePdjZ2fH+++8TGBgoLOypz1JLSwtff/01Dg4OODg4AMimOHPmTIqLixkYGGBsbEyHpRkeHk5XVxfd3d04Ozszf/58urq65P9aWVmRm5s7jQi2fv168vPzBdjg7u7OwMCAjrG7UuF/9NFHjI6O4uTkJLOaV199VQq3Y8eO6ZyqlZOOInng4OBAYmKinNCHhoZYtmwZAQEBNDU1ceHCBV577TWePHlCbm6uGL/8f9mC7n81pspllpeXY2FhQVBQkDi0DwwMkJ6eTldXF7t376a7u5ucnBwdXLijoyMJCQm4uLjw9ddfY2lpydatW3n27BmnTp2SGzg+Ps7Q0BCjo6OMj4+L40l0dDQ+Pj6cP39ex5nn6NGjmJqasmzZMuzt7WUB3b9/Xz4jICiC9vZ27ty5Q21tLREREfT09OjoTgO8/fbbODg48P777+Pp6UlISAinT58WxizAtm3bsLKykvbIixcv6O7uxt7envr6evmdz58/5w9/+IMkqNHRUYyMjHjzzTfRaDRcuHCBhw8fsmjRIu7du8fo6ChxcXFYWVmhVqupqakRZIm/v7/oUpw4cYKdO3eKBoaCDz9+/Dimpqbs3r2b27dvo6enh7GxMZs2bcLb25vU1FSd3u7SpUsxMjJifHycxMRETpw4IeiNpqYm8vLyaGhooKWlZZrImZ2dHaOjo/Kz77e37t69y9DQEPPnz8fV1ZX8/Hzq6upITk7G3d2d6OhoGWquWbOGjo4O2traRCZWiZCQEB2GJ0yemKKjozl//rxOCyIlJQVbW1sZlAHcvHmTmzdvYmxszN69e+Wa6evry/1bsmQJ5eXldHR0yAnSwMBA2jUODg4C51TWWExMDH19feTn53Py5Ek2bNiAqakpZWVlvHjxgrlz5xIYGMiTJ0/EaGXfvn18+OGH8nmDg4PRaDT09vbi6emJRqNh3759pKenyxpSniM/Pz82bNggTGdnZ2ceP34sUOKp4ezsjKmpKfX19dOgklPnX9+PqaqRZWVloq2uRG9vLzdu3MDJyUkIh3FxcVhYWNDQ0MCKFSvks7zzzjvk5eXpiKkp31nxJLh//z7l5eXCqD137pwIcXV3d6NWqzl58qR4405MTDA4OKhDFFK0iaysrKRwsra2Jjo6mlmzZvGXv/zlb37fHyN+cgldsaALDw+nrq6O8+fPc/PmTRYsWCC7Z2ZmJoaGhoLLneqrqFKp6OnpwcLCQuffDQwMMDIyksrM0tISjUbDjRs3uH//vlRyDx48oKOjg46ODh3iB0ySVQ4cOICRkZH0jFeuXMmNGzd4+PAhERERDA0N0dbWRmxsrED6YLItk52dPU3G9+nTp5ibm9PX14eDgwO+vr5ERkbqDGamuvQA01zslQgNDcXc3JyqqioZdg0PD/Pll18SGhoqYv+pqalUVlYyd+5cSUQeHh5y8lCqDSUmJib45ptvRPe9vr6evLw89PX1RWlwYmJCxxhk9uzZjI2N6Qy9lGT3Q3HhwgXUajUuLi5ERkbi6upKVVWVsP/i4uJk0FRTUyPJQHGUUnTnlbUxNjbGsWPHsLW1ZceOHZiYmIjrj7e3t6gRvnjxQieh5+XlUV5ezvLlyzEyMpK2VHp6+rTBo6+vL52dndPca2CSnfvJJ5+INdpU5ITCWp1K7x8bG+P9998nNDQUlUpFe3s733zzjeDbFYu2oKAgUlJSOHTokKxlW1tb0Tu3sbFhZGSEwcFBHYu2mTNn6lD8i4qKaGtr+5vkraqqKj777DM0Gg0ajUYq3g8++AC1Wi3mye+//z52dnZs2LABmPSRnYrC2r9/v0hHnDlzRpLgunXrcHFxoaqqSjZ1S0tLPD09KSws1NnQFR3z6upqnj17Ju2VBQsW8PLlSzIyMhgZGWHhwoX09fXpIGsA2ZRaWlqkJXjv3j2sra05cOAAVVVV3Lt3j7fffpsjR45w/PhxNBoNw8PDAr91cXGhsbFR+Br79++X9qGxsTGtra1y+hobGyMyMnLaNf0x4ieX0JVQSDrV1dVkZ2frUL9hspfW1NTE0qVL8fHx4fDhw4SFhbF48WIOHjzId999x4EDB+T1g4ODnDlzRgaK3t7eJCYm8vz5cy5evCiL+saNG5iYmGBrayvuMEpybWtr48iRI6xatYquri709PSIiIigpqaG9PR0QkJCZOG7u7ujVqsloXd3d7NgwQKioqI4fPgwtra2aLVa0tLSRCfCwcGB+/fvT4M+eXh44OPjI+4oCxculDnCrVu3BNGjp6fH8uXLcXBwEAlRBVddVFQkn0XpByomvoB4ajY3N5OSkiK+khkZGezbt48LFy6IGJaCHti/f7/AAqcm9JGREW7evKlzalIo8CMjI4yOjlJRUaHTujI3N+dnP/uZDKG1Wq1I3Pb09JCRkYGPjw9paWlkZ2djb2/P3r17aWtr49y5cyxfvpwVK1aQlZWlUyXOmTNHqu2lS5dSX1/P5cuXcXFxwcbGRvr9rq6udHZ2snPnTq5fvy4yvApT19zcnFWrVjFv3jyOHTuGVqtl/fr18j4PHz7U2bzi4uIYGxtjbGxsWoLZsWMHrq6uGBgY8F//9V8sXLhQBLYKCwvlhKUgsrKzs8nIyJDfNzAwoNNumurWpKBSlCQVEhLCxo0bqa6ulpOdEs3NzcyZMweNRoO1tbUOGzI8PJzx8XG6urp0DEVgclOZNWsWhoaGBAUFUVpayurVq+np6eH69es4Ozvj7u5OdnY2hoaGzJgxg9bWVurq6sQiLzMzk3fffVdndtTf309ERASRkZF8+umnzJo1i5aWFs6cOSOSt8qa2bRpk5xq7t+/T11dHf7+/jrsVj8/P0pLSykqKiI0NFR+dvfuXcLCwkhISMDIyIj8/HzMzMzE5vDw4cNCXhoYGGDr1q309PTQ2NjIpk2bOHPmDMePH8fZ2RkDAwNqa2s5f/48RkZG7N+/n0OHDk0r3H6s+Mf81v+F6O3tpaKiYpoB7tTQaDRSPU5MTBATE4ONjQ0bN26kpaWF1NRUYDI5nD9/nv7+frZu3apTGZmbm0+Di61fv54DBw6QmJgoMK01a9aIF+jRo0fJzMyUJBYfH8/w8DB37tzh2bNn6OnpYWlpKe8PkwtQIfb09PQQFBQk2s5Ke+XWrVvcvn2b4OBgqbjUarUwGn/1q18Bk/h6AwMD0tPTxdU+OjqaR48eUVRUJH3nefPm0dHRwdy5c/nlL38pBtBKnDp1ilu3blFfXy897IMHD9LT08P69esFiaNA+qbqkjs7OzM6OqojRqWnpyemHQoUTHlPFxcX/P39CQ0NZWxsjNraWp3j/MDAAEeOHBHkkIKzVoa8jY2NvPfee2RnZzN//nxef/117O3tRZu8ublZWJpT4+bNm/zpT38iOTmZJ0+esHHjRmAS+z04OEh+fj7BwcEsXLiQwcFBxsbGOHDgwLRrlZCQQEREBGq1Gjc3NyGgaLVa7t69y5UrV3Bzc8PGxgZvb28WL15MbGysrLWpD/jdu3dRqVTU1dUxMTGBn58fTk5OeHl5/aDCpomJCTY2Njg5OeHp6cns2bPFCxUmseMffvghmZmZ8v8vXrzIxMQEFhYWfPzxxyQlJQmLd2pbo7m5GV9fX0JCQnBzc8Pc3BxDQ0MaGxtJSEhg3759vPXWWzqfp6ioiA8++ICrV68yc+ZMRkdHKSgo4NSpUxgaGrJ9+3aWLl2KsbGxVN/Z2dmo1Wrmz5/P8uXL6erqoqCgQLD3ihG3IukBkyfOt956i8TERHp7e3XascqJxcXFBWNjY2pqasjPz6enp4e1a9cCk0XVP/3TP7Fw4UKdTd7X15c1a9bIdejv75e1M2PGDMLDw+W1s2fPJigoSGYl1tbWbN++nba2NjHKTkpKwtbWltdff10cnv5R8ZNDuXz++efAJKGivLycpqYmIbCoVCpevHjBwoULcXV1pampSQdt0tbWxosXL7CzsxM0SX9/vwxe1qxZg7+/Pw8ePBB0yNGjRxkZGZEBiIWFhVQWrq6uom+i6FXMnj1bp4Kura3F1NQUU1NTCgoKaG1tZWxsjIqKCl68eEFiYiKtra3U1NQQFhZGQUGBYHYVxqcyfX/58iVr1qwhLi5OZExXrVqFmZkZOTk5dHV1MTo6yujoKOXl5QwODvLKK69gbGyMh4eHIBCUif2ePXsoKSmRHr6ChlGO/1ZWVlRUVFBYWMijR49k4wwMDCQqKorx8XHy8/Px9PTk+fPnlJSUSALv6emhoKBAWKIlJSUip2BiYsKOHTuYN28e3d3dVFRUMG/ePIyNjbl69Sp3797Fz8+P+Ph4ioqKhI2an58vxiPFxcU0NzezePFiCgsLdfgDCoqkt7cXQ0NDCgsLqampoaCggKamJqKjo+nq6pL3mJiYoLKykkePHslJprOzkwcPHjA+Ps6GDRtwdXXlwYMHqNVqfH19efTokdDPFcxzRUUFRkZG2NjYUFpaysyZM0lPTxexsK1bt1JXV8fLly+ZO3cuBQUFXLt2jZCQENasWcOjR4+YM2cOdXV1VFVV0dPTQ3d3N3Z2dpw/f14cfpT2jYuLC319fcyaNYvVq1cTFBREQECAkG26u7v51a9+JWbO+fn5QoFXoqGhAQcHB5EC9vT0ZGxsjGfPnrF+/XoqKyuFWPX8+XNcXFyIiYkRyYKAgAAuXbokbMu1a9eyfPlyXr58SWFhoWii19bWMjIywu7du7Gzs5NT0cOHD7G3tyc9PZ25c+cSFBSERqPh6dOnlJWVYWdnR21tLcuXL8fb25ucnBxJvhEREcK6bG5u1mlblZWVieyv0vZqaGjA1dWV+Ph4qquraWtrIzIyEm9vb5HZhkmSWW5uLl1dXZiYmMiaGBwcJDk5WSendHZ2yoygsLAQf39/fHx8RK4AJgf6e/bskc303r17/z/1X4n8/HypmJ2cnHj77beFjVZWVoa+vj47duxgZGSEqqoqneparVZTWlrKo0ePaGpq0qnsw8LCxCnmwYMH6Ovrk52dzfDwsFD8LSwseOWVV0S46sWLFzg4OIhp7sjICElJSTr9Un19fYqKigQmpRyXFWSKt7c3rq6u5OTk0NHRIVoQPj4+PHjwgNzcXDl2zpkzhyVLlqBSqTAxMSE3NxdjY2MSExPl78PDw3R3d9Pb28vatWuZOXMmgIhFPXr0iNbWVoyNjVmyZAk2Njbk5uZiaGhIeXk59fX1LFq0iOfPnxMfH8+6detwdXXVqWAUW7jh4WEaGhooLy8XX8bu7m4WL17Mtm3bcHBwENmEqbF27Vq8vLzQ09MTgaagoCCuXLlCaWkpkZGRJCYmCvV94cKFeHh44OvrS0lJCQ8ePKChoUFcZXp6euRe2traYmRkRF1dndicweQpbHR0lDfffJPQ0FAqKyulIg0ICGDhwoU4OTkxPDw8TaVTUbNUPD9dXV3ldGVra8vPfvYzNBqN6JhXV1czPj5OcXExbW1txMXFsXLlSvT19amurqa7uxsLCwuSk5OFiGVqakpGRgb+/v5ER0fz4MEDOjs70Wq11NbW4uDgwOrVq1m6dCkPHjwgMjKSjRs30tvbS05ODm1tbfj6+oqG/ZUrV4iIiCAgIACNRoOrqys9PT06G58S9vb2wgcYHx/HyMiI0tJSZs+ezdKlS0WPfWhoiPb2dsLDwzEwMKCwsJC6ujphhDY2NuLl5YWfnx8BAQHMnj2bly9fytrXarW0t7fT1NREb28vDg4OVFZWSiGwefNmTExMUKlU2NnZkZOTI+2cZcuWYWNjg4mJibRVFOGsJ0+e4OjoKAPkxMRE2tvbefToETk5OSIHMjo6ypYtW7C0tBRSU1hYGGNjY9y5c0fW0Nq1azEyMqKsrIz8/HzhkNTX1+Ps7MyKFSswMzMTQ5Ts7Gz09fVpamrCw8ODtrY2bt26JUN5lUqFv7///0pC/8n10OPj4zl79iy+vr5UV1fz1VdfsXHjRmxtbXny5AnBwcGcPn1aPCTXrFnD6dOnWbduHXPnzhWDiGvXrsmODJM7+sjICF5eXvT19dHX14eRkRF79uwRlxaVSoVarWbLli3cuXOH+/fvC2RKkRJVkv7Y2BinT58WX9KCggIdRmBvby+XLl0SZ3hra2upZrq6ugR94OPjIws4Pz+f4eFhUTJ0dXWloaEBlUolFfbRo0flPRR4GSBVmbLZDA4OcvbsWRl6Tu2/x8XFUVZWRl5eHh4eHjokDZiEAFZWVuqwZWNiYpg/fz5//OMfMTExwdTUlODg4GkmvjCJbDAxMSEwMFAW+dGjR9HT05P7BMj9MTMzo6enR5TrplZI+vr6Iqj18ccfY2RkxKuvvopWq+XmzZvTGL3nzp0jOjoaMzMzGQwPDg5KYlJEpKaGMoy0trbm8ePHHDp0CEtLS9zc3Hj27JmIWM2aNYvq6mouXbqkU0i8fPmSqqoq3N3dMTIyEnU+V1dXtm3bJrKzGo2GtrY2aXsoFadKpSIyMhIfHx9KS0uZmJggMDAQAwMDNmzYgIODA7du3eLQoUPs2LGDjIwM9PX1CQ0NFQmH729SMNlbt7CwoL29nbq6umlu9H9LrXDqEF65XjExMeTm5uogiyYmJnTw4DBZ0CiJ8vvx8OFDQQTZ2trK7AcmZ0xVVVU6976vr4/Y2FhmzZrFxMQEH3/8McuWLWPOnDnMmTOH1tZWUlNTdSSI+/r60Gq1BAcHc+vWLcrLy+nr62N8fJz9+/dz5MgRurq6WL9+PQkJCZw9e1YqbUtLS9atWyferAYGBrz22mukpKTIPEgZ+CotGgVZ9PXXX7N169b/cRL/e+Mnl9CVWL58OYsWLSI5OZnDhw9jZGTExMSEuJisWLFCptpKKLuy0mqZqj8SEhJCXV2djvPL8PAwN27cwMLCgpaWFlpaWrh27RpjY2Oy+JUFrBBLtm7dirGxsQxRFUu07z8sVlZWYpRRUVExbQ4wd+5cFi9ejLW1Nfn5+Vy+fJk5c+ZQWFhIa2sr27dvx9XVlerqaoaGhjAxMZmGpFB6zIql11QYHEz2oacOiWCS7dfX1yfCR3/84x/R09MjISGBkZER0tLSCA8PZ+HChRw8eFD0URoaGgSrbGJiQnt7OxcuXKC5uZmwsDDmzZvHoUOHWLVqFTY2NpSVlVFSUqIz9JqYmKCsrIzq6mrUarVslp9//rm8bmp/V7n+X375Je7u7kICUqCgTU1NQhVX1DLv37+vA4f7/PPPpV1gbGyMt7c3z58/l1790qVLGRgYoKioSOezxsfH8/TpU53ErVKp0Gg0OqgQU1NTcnJypg0+JyYm2LVrl44xggJHHBoaEgRWTEwMjx494vTp0zpa7BMTE5KoXF1diY6O5v79+zowRMXv08nJiZUrVxISEkJycrIwWUdGRkQ+QZGqUFi1SsTGxjIyMiJtRKXl0t3drTMDUtae8jw8efKE7777TgoJKysrXrx4gb29PW+88Qa9vb00NTXpILK+byIxNf6WDo6lpSXW1takpaWhUqkICwtjYmKCqqoqcnJydJI5TG5Sioa+s7OzKFOGhYXh7u6On58fRUVFxMXFoVarGRoawtLSkqioKG7fvs3nn3/OsmXLUKlUjI+Pi/bL1OcoPj4etVrNpUuXiImJQa1Wc+rUKY4fP05CQsIPfo8fK35yCV2pWiorKzEwMMDFxYWenh4diVU7OztRDVSGTZcuXeL69euMjIwwc+ZMVq5cib+/PydPnuTly5esX78erVbLuXPnpCoICQmhr69Ph+ygiE4ZGBgIZVuJuro6jhw5gr+/PwEBATg4OFBRUUFdXR3Pnj3D3t6etrY29PX1GRoaIiEhQdAs9+7dE5SIok9iaWkpbFRAhlPnzp3j4MGDYmHV2NhIe3u7bD5TN7HR0VE2bNjA06dPOXfunIg8LViwgISEBMbGxvj0009lY7O1taWxsVGnH5mQkEB4eLhUVS9fviQrK4vW1lbWrVuHVqvl8uXLQuQoKiri8uXLGBkZsW3bNgIDA9FqtWg0Gqqrq9mzZw/+/v50dnbqSBp4enoyMjJCf3+/zuY0OjpKQkIC7u7u2Nvby8nj3/7t3+jq6qK8vJyKigpJzApmevPmzQQHB5OWlkZtbS3BwcEEBweTnp4u0EClIvb29hYsdVlZmdxbNzc3vL29WbZsGd99953MM+zs7GhubmZkZERObwoRZWpSCg4OZuXKlcI2nSq1e/ToUebMmUNoaCgmJiayXq5evcrQ0BBvvfUW9vb2uLm5kZKSooNAOXz48A89HjqxZMkSQkNDRVK5p6eHuro68YVNSUmhvLyc4OBgYXHm5uaK5IDCCv3qq69kXbm6uuLj40NTUxMqlUpkBpTErMxVUlNT0Wg0rFq1ihOL53Z0AAAgAElEQVQnThAdHU1fXx/37t0TWKhyLRS48K9+9SsGBwfp7Oyks7OTJ0+eSIG1Zs0a3N3dOX78OMbGxhw4cIAzZ86QkpKCSqWiqKgId3d3ysvLycnJEaOa5cuXU11dzdOnT9HX12ft2rVkZGRMM3VXJDLmzp3L48ePqaqqQq1W09DQwJo1awgPDycgIIDLly/ryD58++23OgxTmNxgc3NzMTU1xc7ODpVKxWuvvca5c+dkE/whjZwfI35yCV050ih4WVNTU9zd3WUn9vHxETLR93d7d3d34uLiBPkAk2xRpRprb2+XBaSnp8f69etpbGzk2LFjGBgYMDw8TFBQEFu3bgUmBz1TVR2joqJoaGjg/v37kjCUUBAwqamp7Nu3j6SkJE6ePMnrr79OX1+fQB+trKzYu3cvaWlppKen8/DhQxYvXgxM4mRjY2N58803+e6773SIPTB5vFu9ejV//vOfWbFihWjD/+EPfwAmK7XNmzfzySefCGY/NzdXhluVlZXMmTOHoKAgDh48KL1PJcEokLfMzExyc3PFbECr1dLb2yuJ9MmTJ3h7e7NhwwZ5H5VKRUBAANnZ2QwNDaGnpydmGEFBQRQWFhIZGSnkmevXr5OdnY2TkxPNzc10dXUxf/58VCoVvb29mJubY2BggL29Pfb29ri7u3Ps2DGda97d3c3ExATGxsZMTEwwNjbG48ePp1XL5ubmuLq60trayoULF3BxcWHRokV89913ApPs6OjQsSc7c+aMqDOOj4/T0tLCiRMnMDQ0xNnZmZ6eHry9vSkqKmLZsmXMnDnzB91/rl69yo0bN3TaTyUlJQKZVOQs9PX1pcUGk6egqSbE8FdkjhJmZmY6+vhKy2/27NlYWFjw4MEDbt++LTK6x48fp6OjQwyXFfRXb28v+/bt4+TJkyI8d+XKFczMzNiyZYsIecFfN1Nvb2+2bNkibUR3d3dsbW1FcOv58+cUFhayZMkSZs6cybFjx6itrSUwMBBra2u8vb111DHDw8M5f/48AwMD7NixA2NjY3bs2MHJkyflxNXX18fTp09xdXVl2bJlBAYGMjIywp07d6SQsbe359133yU1NVWn7VNQUEBYWBg+Pj5YWFhQUFDA0NAQVlZWwmaemJggICBAB05bX1/PsmXLaGlpoaysDAMDA27duiWSGMr9GRoawsPDQ9o339eH+rHiJ5fQZ8+eLQszPj6eiIgIJiYmeO+994iMjBQ6bW1tLadOndJJ6sowZmpCV8SJJiYmuHTpEsbGxsTFxXH58mWKi4u5ceMGNjY27N+/X9TbysrK8Pf35+rVq2g0GrZt28YXX3wBTBIlBgYGyMzM1NEIDwoKkmOro6Mj27dv5+jRoxw/fpz+/n6MjY0xNzeXXurWrVt5/vw5N27c4OrVq8BkT1wxvfi+F6mfn59sNDBZRcfFxXH//n15yF999VVpB5iZmdHQ0EBaWhqBgYFs2bKFv/zlL5SWluoMsmByo5iqt61sJEZGRpw4cYLGxsZp5JNnz55x+fJlMbi2trYmMDCQrKwsKisrKSsro62tjV27duHp6cmzZ8+4ceMG3t7eNDY2kp2dzbx581izZg3Xrl0jJycHfX19li9fTm9vrzAsFaZeUVGR9J3Dw8MZHBzk9u3blJeXC1RMEQlzd3fH29ubO3fu4ODgIPjwjIwMjIyM2L59u5CEjI2N6ejo4OTJk5ibm3PgwAFJ3kqCrqqqIiUlRajwX331Fb6+vixYsICSkhKKiooICQnh9u3beHh44O/vz/Xr10lISECtVovo2dRTZnd3N0NDQ/j5+Qlyore3l88++0xaM3V1daxcuRKYhF8ODg7Kevb19eXq1asMDAwQExODVqulsLAQb29vcbaKi4sjKSmJ9PR06SXv3LkTb29vrl+/LizLNWvW4ObmJnIKDx8+pKmpic2bN0ubaupmA5Pto+LiYlm7T58+paKiAhMTE4aHh8XjVPlsCqtVadspQ00liouLKSkpkVZJf38/paWlOqdRmHQAU5ymYPIkPz4+zurVq8U/1t7efppBRmZmJhkZGbi6ujI+Pi5J28fHh6tXr1JXV6dzQlJizpw5REVF8ec//5ng4GDc3NykgjcxMSE9PV1HO0Y5pf+j4ieX0H18fCgsLMTMzIzr169jYmKCq6srExMTzJgxQ+cB12g0rFu3jpqaGjIzM1Gr1Zw+fZqwsDDi4+PF3HV0dJSHDx/S0NDAxo0bBRly6dIlGXKampoSFRVFRUWFKPh1dnbyyiuv4ODgQEhICHl5eURFRdHT0yOf0c3NjcrKSrFD09fXx8DAADc3N2bPni1Vwr59+7h+/boOztjNzY0DBw5w+PBhGT4pWGJLS0u8vb0FBVBfX8/Dhw8JDw8XXZaMjAydii0zMxN/f39gkhl79uxZLC0tSUxMRE9Pj+DgYHJycqisrMTT05PAwEBSU1NZvnw5fn5+07Ru7t27h729PQEBAdjY2Ogk/bCwMGpqaoQKb2dnJ1rqCq4+MTFR/m358uVy6nj48KGIZ6lUKoEWZmVlYWBgIJtySUkJ165dE7cYBds/b948HB0dqaio4MqVK8LaLSgoYPbs2axZs0baaBs3buTs2bPir/naa69hYWGhIxJ2+vRp9PT02L17N+bm5vj4+AirFCardQsLCzZu3MidO3cYGhrC09MTFxcXEZ1qbW1leHiYhIQErK2tuX//PhkZGezatQsnJyfmzJkzzUYtPDycyMhIWRNK8oqPj6e8vFz8UlUqFVlZWYSHh2NlZUVaWhqbN2/m2rVrYl8YEBBAb2+viMeNjo7K6UM5HXp7e9PR0SFcCJhMWIqejgILVqCjQUFBVFRUkJmZqTP8tLS0JDs7W2cupLQapnrftrS00NjYiKurK4GBgSK1rFaruXXrlvSnb926xYULF5gxYwaWlpYcP36curq6afLOMHlC2Lhxo7yPopOknFTGx8cZGRlh7dq1tLW18fDhQ37zm98wPDwsm+/UZ6ampgZDQ0M8PDyIiIjAw8OD8+fPMzQ0hKOjI6WlpXh6eoqI2cyZMyWhK4NSNzc38UfVaDT8+7//+z/Mgu4nl9CV2LlzJ2lpaSQnJxMcHAxMLhDFtTw6OpolS5aIYmFmZiaLFi2S9kZ9fT0bNmzA0NCQgYEB0tLSpI86FUfe19fHqVOnBEtuaGjI4OCgoCeMjIzo6elh0aJFlJaWcvz4cbq6ugSWaGNjw82bN+WYb2ZmRk1NDRkZGTrStFOPhFPfOzk5eRrywtrams2bN6PRaDh//jxlZWW4u7sLZV+pgABhAl66dElHdCotLY3+/n7279+PsbExw8PDOvok69atE1JHS0vLNP1mGxsbDhw4IC2VqSiZ7OxsQkJCWL16NZ2dnVRXVwujd2o8evSImpoaLCwshJihaG2sXLmSvr4+BgcH0dfXl+Gk0srq6uqirKwMFxcX1q1bh4ODA0lJSVhaWuLg4EBzc7NYEk6N6OhoDAwM5LuqVCqdQeutW7dISEiQhH7u3DmGhobE7Lizs5Pm5uZpGu99fX0cOnRI/p6SkiLDbqUnHBERIfc3IiKCO3fu0NzcLCxlMzMzZs2aJSe7jIwMcnJymDt3LpGRkYL6MTc3Jz4+nqamJrle/v7+JCQkiHCVVqslMTERMzMzMjMzdSQmMjIyaG1tnZYQa2trp7E+FcVEJycn9PT0pFXg5OTEZ599RmdnJzY2NqxZs4anT59SV1fHP//zP9Pb28vHH388zR1MT0+PP/7xj1haWjI6Osrhw4dZtWoVwcHB5OfnU1VVhZmZGVVVVSxbtkxHZrazs1OQYYsWLUKj0XDp0iUCAgLkc9XU1PDVV1+xbds2LCwsqKurw8bGhm+++UZ+j2LC/s0334gVoKGhIV5eXtTX10+roAMDA4mJicHa2pq7d++Kc5dGo+Gzzz4T1nVTU9MPmsvo6enJn390qH5ol/vfiPDwcO0PGSn/d1FWVsbZs2d55513sLGx0TGMgMnKc8eOHXh6esoF1Gq1fPzxx2g0Gnbv3i2TfMX+SglLS0sdlxL4a391cHCQgYEBurq6frAy+H5oNBpmzJiBWq1GrVbr6GYo7xUZGYm/vz9ffPEFPj4+VFVVMX/+fFauXEllZSUXL15kdHSUVatW4eXlxccff4yXl5dg6NeuXcuTJ0+oqqril7/8Jfn5+dMMcA8cOCCDmc8//1wH5RIWFoadnR01NTU8e/ZMp6IKCgpixYoVfPTRR0RHR9PZ2SmTfEWPwsHBQTDUH374IX5+fiQmJoqQ2FTz7uHhYU6dOqWziRkbG2NmZsaLFy+mJci/N2bNmiXXWRFJUtBLKpUKd3d3eU9l+LZ69WpMTEw4deoU8+fPl80PEH/XqffYyclJEElTh8VTIyQkBC8vLzl9zJ49m2fPnumsMUtLS1xcXNBoNOKQAwjuWlFYPHToEL29vWzfvp28vDyKi4sFiaJ856amJh1M+ZYtWwgODiY3N5erV6/y61//GjMzMwB+97vfyeuMjIzk5ODk5KQzHFy/fj1+fn40NjZy8uRJ4K8tyalzqqnXZdGiRQQGBqKnp0deXh6pqam8+eabnD9/nr6+Pvbv309TUxMXL15kwYIFBAUFceTIEbZu3Yqnp6cQdYKCgqiurpbWUl9fHytXrpwmNxAaGoqbmxujo6N8+eWXjI+P8/bbb3P27Fl6enpITEzkzJkzDA8P4+TkJJ/Z2dmZbdu2cfv2bUpKStixYwdJSUksWrSI2bNnc+fOHcrKyjA2Nkar1TI8PMzrr79OcXEx+fn5YkoCCPdjdHR02qn1+62nqKgoampqZJNQhL8Afvvb3/7gWvrvQqVS5Wu12vAf+tlPtkKHycWWkJCgA2kaGxuTQaWSMBRB/u7ubn73u9/h7++PmZnZtIRuYGDA8uXL6e/vFzaoSqViw4YNGBkZMTIywrFjx+SGhYWFERwcTH9/v5AvlLCwsKC/v5/R0dFp0gEwmXQMDAxQq9VERkbKxF+BOxUUFODk5MSmTZsECWNpaYmxsTFvvfUW58+fl8oAJpElUyGXSihV4w9ZmCmbjL29vWwoCorh/v37PHnyBK1WK62FuLg4bt++zaJFi3BxceHChQscPHhQkvHixYtRq9XMnTuXBw8e0Nvbi5WVFb29vZw6dYq2tjaRKFVi06ZNQuh5+PChjibPhg0bZOg4MTFBaWnptKTyQwp+Go2GxYsX4+/vT3d3N9988w1r167Fx8eHCxcukJycLCeLvLw8URYsKSnh5z//Obdv39YZmLW1tUlbzdnZGQcHB1JTU3Ww3TU1NSxatIigoCBB/2RlZel8H0WY7fHjxzqbp1arFVMGR0dH5s2bR0pKCjU1NcTExGBqaqozjykuLhbkkxIXLlzAxMRE4I7KEFjpYSuRmJhIUFAQgKyXHTt2kJWVRWpqKm5ubtLa+dnPfoa5uTnZ2dk66BxA9G36+/upq6tjxowZMps6ePAg+vr67N69WyRzW1tbycnJobS0VNAxymAzMzOT27dvo9VqddbwuXPndFBbZmZmYqxy48YNurq6ePXVVzE2NsbX15dr165hbm7OW2+9RVJSks5a8fPzo7m5mfnz5/P06VNRqVR0YwwMDFi8eDFRUVEcOXIEQ0NDkbN2cnIS7R6YnE99HyUD8Oabb9LU1ERDQ4M4bRkbG/POO+/Q2dnJ+fPnf5AP8GPGTzqh9/T06MjXAtKPHBgYYHBwkMHBwWmwop6eHtRq9bSq4+c//zkqlYqvv/4aZ2dnEhIS+Oabb7h16xarVq3iu+++o7GxUXb6/v5+fH196evrIz09XZyAFOEwJYqLi0lOTpaqT8GtXrlyhdTUVJ2HU2kpLFq0iNjYWHlAVSoVnp6eVFdXY2Vlxb59+3Qm9SkpKdjY2OhUCOHh4Xh7e9PZ2UlHR8c0Kz19fX127tzJzJkz+eabbzA1NWXbtm1MTExgZGSkIzXq7OwsWOfh4WF8fX15++23deRAKyoq0Gq1LFiwQFiuQUFBIkn8yiuvYGNjQ3l5OUuXLqWoqIhvv/2W3bt36wyylixZwr1796iqqmLz5s1CzHr+/LmYWyhw0cjISObNm8eNGzd0YJXe3t6YmZlx69Yt1Go1ISEhGBkZsXfvXpKTk3U0tLds2UJ5ebmwkENCQnQS+i9+8QsZJMIkMqWpqYmYmBjS09NZtmwZeXl5IsplZGTEt99+y9OnTwkKCiI+Pl6u7xtvvIFWq6WkpEQHDz88PExWVpZOok9PTxco61SI7G9+8xtOnDghfrWjo6OYmppy6tQp0TDp6enhzJkzPH/+nOjoaJYuXcrhw4e5fPkybm5uguSwsLDA19cXR0dHvvzyS86dOycnCHNzc3JycqYZesBkpVlUVPSDxQpM9qozMzOFRamgPZT+9NWrVxkfH5c/enp601BpyinRysqKixcviga7lZUV+fn5REZG4uHhASAJvbq6moiICObMmSN9fVNTU7mO34+enh5R3JwxYwYdHR20trYSFRXF/fv3efTo0bRhqAJaGB4eFpKVvr6+tFc1Gg0LFiygvr6e27dvMz4+TmlpKZ2dndja2tLR0SGzox87/q6ErlKp4oEPAX3ga61W+4fv/Xwf8EdAmYx8otVqv/4RP+e06OnpITU1leHhYWFTKqbJnp6eLF++XASOampqpHVSWVlJZGQkYWFh3L9/X5zoFfEeX19fGhsbWbZsGa6urkREROjoqScmJhIYGMizZ8/Iy8ujv79fsOz79+8nLS1NJEDhr3KhHh4evHz5EhMTE+Li4oiNjaWtrY3y8vJp+tEK2aSsrAwHBwdsbW3R19fHw8NDZAQUrQslQkND2bhxIxcvXqS9vV0w3wkJCfT29k47Gs6ePZuSkpJpZtqffPLJDz6kir74VAbj93v7SgKytrZGq9WSlZVFVlYW1tbWIt41lUm4b98+jh49yrFjx9i9ezfNzc1YW1sTGxuLsbGxtCQcHR25ffs2Pj4+bN26lbS0NHp6evDz8+PGjRtS8eXn5xMTE0NWVhYHDx4UGzrlflVXV4vGydSoqqoS44Wmpibu3LmDtbU169atIykpiRMnTrBv3z5MTU0pLS0lNzeXhQsXMnfuXNLT0zExMeHVV1/l0KFDDA4OCilLMUdRqVTExsaSnJxMWVkZnp6epKWlYWNjI4bWq1atEjtBxVxYidjYWJYsWUJSUhLd3d1cu3aNhoYGtm7dKhole/fu5ciRI7JpHzp0SFjNyoxp48aNfPnllyQnJwtYYMmSJejp6WFlZcX69etJSkoSBMgHH3zA8PAwAQEBRERE6LCQ4+Li8Pb2ZmBggM7OTvLy8nTWI0yeSKYm7alRXFyMRqMR+eCpRiJKlJeXU15ejomJiQi/TZVciIuLk9cqLc7q6moCAwN1ZJjfeOMNjI2N6ezspKuri/v37+vgwDs6Ovjkk0/kJAF/NcHx8PAgNjaW7u5u7ty5I+zV3t5eSkpK0NfXF4XFtLQ0njx5QnR0NMPDwzKYVU43W7ZsISgoiPfee0/W248d/21CV6lU+sCnwAqgAchTqVQXtVpt+fdeelqr1f78H/AZfzAUB6G9e/dSVVVFTU0N69evx8jIiKysLIaGhnBxcSE1NRVbW1t27dqFhYUF3377LampqdjY2HD//n0CAgLYtm0bJ06c4Pr163IkCgwMpKOjQ4fJB5OJrba2Fjc3N7Kzs/nzn/+MSqVi586dODo64unpSU1NDS9evBB0i4+PD9u2bePo0aM6FbeDgwMqlUqwqUoYGRnx4MEDqdb09PSYMWOGDO8UNISXlxcrV67k7NmztLe3MzY2Rnl5uYg0JSUl8cknnzAwMIBKpSI6OpqMjAyh18fFxfH+++/L+5qZmREcHIytrS2WlpYkJyejp6cnhrcnT55ET0+P4eFhMjIyxAKvv79fVCwfP37M48ePdbTira2taWxsxMTEBHNzc8zNzaUdoyT148ePMzIyQmBgIF1dXVhZWWFgYCAPtbe3Nzt27EBfXx9nZ2dyc3OFDHL9+nWp8BUv088++0yOxcXFxRQXF2NgYICXlxf+/v5kZ2fj5+fHyMgIKSkpzJo1C5g86YyMjLBr1y68vLzYuXMnJ06cEJbfxYsXcXNzY/ny5ZKAXr58iUajISIiQgfpk5mZydOnT3Fzc8PV1RV7e3tu3bqFlZUVQ0NDIllQUlLCzZs3ef3118XEXKnkYJJzMTw8zODgoJhuxMTEEBQURE1NDWNjY5iZmbF3716d+6lU9aWlpaJbvmrVKq5cuSJrKCwsjLa2Npqbm6dB+Tw9PVm6dCmOjo7yWdatW0dubi7nzp3jzTffxMLCgoqKCsrKyjA0NJRiwNzcnO3btwsFvri4eFpR4ejoSGJiIg0NDSJd7ejoSG1tLe+88w6Dg4O0trbS0tIybVDZ0dFBSkoKXl5eeHt7Y2lpia+vL3l5eVy4cIHx8XHpkyvWfy4uLoyNjdHV1YWrq6sUKYmJiTQ1NU0rUDZs2EBYWBharZYvvvhCjMM7OjrEoUi5D/7+/lL0NTQ08Je//GVaYZSVlYW+vv7fNYP7n8bfU6EvAGq0Wm0dgEqlSgLWA99P6P8rMbVvPGPGDAoKCuRCJiUlia3co0ePBMfq4OBAQUEBpqam+Pj48PTpU2HahYSE0NzczIIFC6itrZX/k5SU9INCRgqhaWooBsfd3d0iM6vglAMCAti8eTMGBgbiegQIDC89PR0jIyMZyOrp6eHq6sqWLVvo7OyktbVVHuLvkxGCgoKwsbFh4cKFXL58mZs3bzIyMkJoaKgMhLu7u+X3KSQPLy8vhoaGdK4l/FUzxMrKiqSkJEZGRtizZw8eHh7Y2dlx4cIFtFqtJNmQkBDWr1/PxYsXefbsGebm5sybN4/AwED+9Kc/ycJVHj5AMMSKS/vAwAC2trYyz6ioqJA+6lTSTHt7O42Njbi7uwuuvLW1lc2bN3P27Fn5blevXqWzs3OalEJYWBhr1qxBrVZz5swZ1Go1a9eulbaM0qMeGRnB2toatVotAmSKGp8yj1C02/X09FCpVAwPD/PixQsdFM/SpUtpamri8ePH01pdvb292NjY8Pz5cyGgFBYW8vvf/x6YZCuuXr2a//zP/yQsLAxAhwwVFBQkm5mBgYHMML6PyR4YGJi2XhX+gsIb+Pzzz+XUNBXlBJMtO6UdqIAFFN7FwYMH+eijj3SYx97e3pw6dYr4+HjS0tI4e/Yse/fupaGhgYsXL+Lh4YGnpyd37twhKiqKrKwsmafY29uza9cuRkdH+fTTT6muriYqKkogxFqtluTkZJ15SXV1tZxubW1thY7/5MkTVq5ciZ+fH5aWlpLQ29vbSUpKwsbGhl27dvH8+XNOnTpFV1cXMTEx1NXVUVdXh1qtxtDQkOTkZB4/fkxQUBBtbW1ERESQl5enU6ykp6eTl5enM596+vQpISEhREREcPLkSXx9fXF1dSUzM1P0cf7ftKBzAaZuXQ1AxA+8brNKpVoCVAH/p1arnaZypFKp3gTeBGS48f80pj6ozc3NOsfnmpqaH3TTrq2tnaZzosTfssCysLBg/vz5NDY2yiIKDw9n2bJlNDU16bASe3p6ZMdWKvq2tjbMzMwkmQOS0Ds7O0lOThb9kzVr1nDmzBksLS3luFhcXMycOXME5jY+Ps4333wjVZS9vT2XL1/mxo0bMuRS0Br37t3TObLb2NhgZWVFfX09NjY2jI+P8/XXX9Pb2ysiZ5s2bSI1NZXjx48zc+ZMqqqqiIqKYmxsjOzsbFH+UyIgIECYispAUfEnvXjxoph7ZGVlsW7dOiwsLKiurtbZlJSB3fc1viMiIggNDcXe3p5PP/1U7L6OHDnCkiVLZPja1NREWFiYoIKUe+3v78/8+fO5efMmFhYWmJmZUVRURHt7O97e3pSXlxMQEEB9fT3t7e3TBMR6enp02gvfj4KCAiIjIzE0NMTIyEhgh2NjYyxfvpxbt27h7u4upBnFBFyBdgLTtFCUCAwMZO3atXJde3t72bVrl0BvlXs/Pj4uQ/WxsTG6u7s5efIk1tbW+Pj48PDhQzZt2oSzszPd3d10dXXx9OnTaf3woKAgvL29cXJyYsaMGRw+fFiE6U6fPs2rr74qMr0w+VxoNBqsrKxoa2tjYGCAXbt24evrK4VVQEAApqamnD9/nlOnTtHU1IS1tTXbtm2TStvd3R1DQ0Ppbfv7+2NhYSEFjcIcVjb1u3fvTht+h4SEMH/+fGpra6mrq9OBXI6OjspmXF5eTm9vLydOnMDAwIBXXnkFExMTfH198fLy4u7du8yaNYv8/HxMTEz45S9/KQXX3bt3pcD4oVmCv78/5ubmlJaWSity/vz5opc/Pj6OWq1m3rx5zJo1S8f/9R8RP9ZQ9BJwSqvVDqtUqreAo0Dc91+k1WoPAgdhErb4P3kjxYIOJrGte/bsoby8nNTUVH79619TW1vLhQsXBMlSUFBAbGwsc+fO5eXLl9TV1elAoVavXo2lpSUjIyM6Fevy5ctF9EcxeC4tLWXVqlXCIlMm8Nu3b8fMzIy2tjYdVMHAwADvv/++yIkODAzQ3t5OVVUVBgYGYh4Nk1hvxa+yurqaa9eu4eHhIXT7jIwMmpubhQq/f/9+2tvbReN6ajx9+pTY2FgiIyO5d+8eGRkZeHh4UF9fj7m5OV9//TV6enrs3buXyspK6urqCAoKwsLCgqNHj0qCU3rgMF0Uq66ujrKyMkJCQsSVqLu7m6dPn/L48WNWrlwpTMns7Gz27t2Lk5MTZmZmMqxauHChSBQcPnyYpqYmTExMKC8vF3PvFy9eEB0dzaJFi0hNTeXu3bvU1dVhYmJCU1OTuMEosXDhQp17lJiYiLe3N8XFxaSkpEhLrbKyksrKSmln+fn56Ww2e/bswdjYWOwEs7KycHFxwdLSkvT0dPLz84mNjcXQ0FAGqFu2bMHPz4/09Elb8JIAACAASURBVHSqqqrw8vISqYLs7GyBe86ePZu1a9fKwH5qK6K2tpb6+nq8vLxEfRF0q+/09HQKCwuJi4tDX1+fsbExTpw4wfj4OPv27cPKykrW0JtvvomZmRmPHj3i4cOHYm6sRFdXF+vWrRPCVkNDA7GxscyZM4dDhw5x4sQJDhw4oJPQMzIydFogys+6urowMDDA0tKS0NBQrl+/Lkl29+7dmJiY4OzsjJ6eHg0NDTpVreIqpLQ5rly5QnNzM87OzhQWFoqLkFar5dmzZwQGBvLgwQO8vb2JiooS8SwFkXXnzh2ysrIwNzdneHhYrPH2798vLGOVSsWqVav44osvuHLlCpWVlURERNDd3U1JSck08+nFixeLjr3yPmq1mtWrV/P8+XOGh4dF8MvKyorIyEgxdhkdHdVBxvyjiEV/D9K9EXCb8ndX/jr8BECr1XZqtVoFoPs1MO/H+Xh/O1atWkVnZydHjhyR6ru8vJzk5GQ8PT3ZsmULa9aswdfXl9TUVGpra5mYmJCqTTF6ff78Of7+/tTW1qJSqdi1axfm5uZcunSJrKwsRkZGWLx4MWFhYbx8+ZIvvviCBw8eEB4ezi9+8QsMDQ2pqqrCzc0NMzMznYclJiYGX19fHj9+zOnTp3UU6ZYuXYqLiwsweQQfHh7G0dERlUrF+vXrUalUJCcnMzExQXNzM/fu3SM0NJTY2FhgcgOwtLTEyspKxxtVifT0dA4fPiwEGUXStaurCwsLC9544w3c3d1paWnBwcGBhoaGaRC3efPmsW/fPn7961+LpC1M9j4dHBw4d+4cFy9eFFLQ48ePuX79Ot7e3pKQlWl/a2srg4ODpKWlMXPmTHx8fETBsLOzk2fPnrF06VJ2797N6Ogox48fF/KLoky5ceNGNm3aJEYlDQ0NHD9+XOzpvLy8qKysFA1xfX19Zs6ciUqlwtbWdlpLIS4ujn/913/l3XfflR66MkBsaGgQp6Ts7GwCAgJ47bXX2LZtG/v378fCwoKLFy9KKyIkJITg4GDUajWenp5UVVUxMTHB7du3OXbsGMbGxrz22mvAJB5dX1+flpYWrly5goWFhTB4raysOHHiBCUlJWg0Grq7u6mpqaG4uJjFixfz29/+Vjab8+fPS2Lp7OwkKiqKgYEBmpqa8PPzo7W1ld///vd89NFH5ObmEhoayrvvvouJiQmhoaFs3bqVhoYGUlJSdCCDwcHBWFhYsGfPHvT09Dh27BhNTU0YGBhw9epVKXL+5V/+BS8vL4FwdnV1SQHy/TbEt99+y927d5mYmMDR0ZGSkhIKCwvl9bNnz6arq4svvviC3t5e9PT0RG/90qVLeHp6sm7dOmGSLlu2DCcnJy5dusSLFy8YGhoiNzcXf39/fvvb3/LGG2/g4uKic/rSarXk5eWJT3BeXh5tbW1YW1tTXl7OxMQE+fn5fPbZZ2RkZDBjxgydwevo6ChWVlaUl5fj6elJdHQ0paWlXL9+nba2NlasWCGDzxs3bghbVtlwa2pqWLt2rQyB/xHx91ToeYCvSqXyZDKR7wB2TX2BSqVy0mq1ykQlEZgOiP6Rw8vLCycnJ06ePCnHttTUVFxcXNi+fbs8vFu2bOHQoUM6RIn9+/fj5OQk0CRjY2OKiopYunQpvr6+orne0tKCWq2mvr5eerzKAomOjkatVhMQEEBFRQWhoaGcPXsWZ2dnNmzYwKeffoqhoSEbN25kfHyc27dv6/RBr1+/zvXr14WmD5P9YxcXF+zs7IiPjyclJYWMjAzKysowMzMjISFBpvNHjx4VVTxfX1/mzZtHVVUVBQUFrFu3jp6eHp4/fz6teofJyX1DQwMjIyMC6Txy5AhWVlbMmjVLjraKgl1DQwMPHjxg/vz5ojO/du1a0tPTycjIkGo4LS0NU1NT2ZBgclO4d++ewNdevnxJQkIC4+PjfPXVV+Tk5DA6OirSpxYWFuzcuZNjx47J4M7Kyoqenh6ePXvG8+fPpw2VtmzZgq2tLaGhoaSkpNDQ0EB9fb34thYWFnL58mXRyunq6sLBwYHbt2/T2dlJfHw8ZWVlmJubs2nTJvT09ATpcvPmTaytrVmyZAllZWU0NTVNI/UAojk+c+ZMXr58SXd3N3/6058YGhpizpw5xMfHS6/a1NSU3Nxcrl27hoODAzt37qS8vJzHjx+zc+dOLl68yPnz57Gzs2NiYoKTJ08Ktr6/v5+hoSFcXV119HYAnYHs1BgdHeXnP/+5oECGhoYIDg7G399fuAUzZsygrq4Oe3t7aVtqNBpeeeUVjh49KsleEdSKiYlBpVKxefNm8egdGxtjxowZ4kfg4+MjbF3FpDsnJ0f693p6euzZs4fPP/8cAwMD3n33Xa5cuSJSBHl5eTx69IgZM2aIbvzY2JggYzZv3syXX37J+fPncXNzY3h4mKioKIqLiykvL9dpO8Jku7ampoahoSEdtNXU0Gg0hIWFERISgrm5uQ5Xo6CgQFRCFy5cKAglRaHS0dGRoaEhEhMT0Wq1AvvNz89HT09PzLy/Xzj9mPHfJnStVjumUql+DlxnErZ4SKvVlqlUqv8LeKjVai8C/4dKpUoExoAuYN8/7BNPiZkzZ7J7924dynVPT48MesbGxkR4S4nR0VFOnz6NmZmZDFCV3nNdXR0lJSU6xhejo6M6cplKfPDBB9jZ2aHVann58iXffvstM2bMYNeuXZiammJra0ttbS2RkZHo6+vT0NAgC9HKyorExERaWlpobm6WI3tdXR0HDx5EpVLJQzV1qPXhhx/qMBW1Wi0xMTFERUWhVqtxcHCgsLCQtrY26eG9ePGCjz/+WBawoq8+lR0JiFRCe3s7xcXFrFu3TgeZEBAQQEJCAkVFRRgbG6Ovr8+yZcvw8PCQ+QEgcEkLCwvMzc2xsLCQ/iQgRhww2X/MzMxEq9WKyp3yO+bMmSOfcSrXQDH26O/vl2P/wYMHWbp0KfPmzcPAwIAHDx7Q2tpKbGysCHt5eHiwdetW7t69S2FhIW+88QZ3794lIyND56F9/PgxLi4ulJSU6LRClM1FX18fR0dHZs2ahUql0rmOtrb/N3tvGhzVfeb/ftRq7UtrabX2fd83tCHJkgCBEAaxytiA8RKP7cSTZFJTMzVv7oupmapMJs7EiZcEQwKOscHByIDBIBYtILTv+y6hXWoJSS211FrvC9X5WY08/zv3VnLv9b/yVFFlG4NO9znn+T3Ld1HS2toqDmhJp16STZA6tOLiYrRaLQEBARw5cgRjY2OxR1hbW+PEiRPk5eWJhaHEUvz9738vCgojIyM9LR/YgDdKaB8JVy9FeXk5e/bsoampCVNTU4GDluz4JGidh4eH8N6Ufj3Ljm1vbxcerVZWVvj6+gq9nPn5eQwNDdmzZw8JCQl8+eWXDA8Pc/z4cYaHh4VHrfRZpZl/e3s72dnZ5Obm0tTUJMZo0jucl5eHiYmJQISVlJRgYmKCp6cnXV1dInl/8sknrK6uih3Y9PS02K+4uLjw6quvIpPJWFlZYWFhAa1Wy5kzZ0SOCAwM1BuH9PX1YWZmJiCfn3zyCQYGBri6uuoVaOvr63pS0M/GCy+8QEBAwH/7+3+p+B/N0NfX128Bt575b//Hpn/+F+Bf/rKX9j+LZx82MzMzXF1dhV6HXC6nqalJUN4tLS3x9PQUxKPNIVUSy8vLYp6qVCo5ffo0jx8/pqysjLffflu4i0ukASnS0tLEi+nr60t1dTUrKysMDg7y5MkTsrKysLKy4s9//jO9vb2kpKQAG848kohVWloaa2trjI+Pb6kCw8PDcXJyEkJSdnZ2FBYWUlZWRkREBLGxsYSHh1NTU0NqaipPnz4VczsTExMMDQ35yU9+wvz8PJ988oneHHRycpLV1VUxX1xaWiIzM5OzZzfoBFZWVqytrbG0tCTwtZIpwuZqZ3BwUI/6/GwMDQ0JZUJTU1MB7VKr1Xz66aeMjo5uYbRK13/8+HE8PDyQyWQsLCzwi1/8goSEBKanp7l//z6NjY1YWFiIavLx48fodDoSEhLYvXs3MpkMKysrlpaWWFlZISgoiP7+fkEuGx8f/04GIGyMzwICAlCpVKJdvnfvHjKZjODgYFpaWtixYwcqlYrHjx+LBejy8jKff/65Hs5aq9XqXRN8iz7RarXY29tz+PBhPUbt9PQ0Hh4eREdH4+XlhZOTEzKZjF/84hd4enoyMTFBWVkZr7/+OtbW1ty4cQNHR0d+8IMfcP/+fcrKyujv72d8fBwvLy9BR5cgi1I8efJEz8jcxsZGj2Xs6+srdhvDw8Pfea8cHBywtbUVFXtLSws6nY6hoaEtz/T58+dxc3OjtbVVHBLPorkkFNHmd33zgnlzhIeHEx0djbu7OwYGBvz+97/Hzc2NuLg48vLyKC8vJykpCblcjpWVFeXl5aytrXHw4EF6enooLi7G29tboGv6+vrw9PTEyckJLy8vocL58ccf6/3c1NRU7O3t0el0LC4ubkEXjY2N4e/vr4fc+mvE95op2tLSorfghI3kuG3bNlGpSJRjb29vZmdnMTY25uDBgxgYGDA1NcVvf/tbYGOuefLkSeRyOZcuXcLIyAgfHx86OzuZmpqisrKSiIgIzM3Nqa+vp7a2dgsRQqL2SqQLyTGlpKQECwsLYmJiMDIyIiQkhMLCQgIDA3FwcGBsbAxvb2/GxsZob2/nBz/4AYaGhkICADYWOLa2tsTExPDw4UO8vLzIycmhv7+f6upqqqurhcfo8vIyv/zlLzE0NMTKyorXX3+d8vJyenp6GBwc5Msvv2RmZgYzMzMWFhZITk4WhhXHjh3DyMiIsbExKioqsLKywtHRUa8SNTU1paOjg3v37jExMSEYsrBxyLz44ossLi6i0WiYm5vTQ3NIi+m5uTm9zunp06eYmJjg7++Po6MjAwMDeglNp9PxxRdfkJqaSlxcHGZmZpiamgq8sYT536zFI5FiJE/U1dVVQcWXNOI3h5ubG/v27UMul3P27Fk9CzgJYSKRvCT4pre3N9nZ2fT09PDNN99w+vRpMUL6p3/6J+RyOb29vVvs3CRtnKCgIORyuSgEFhYWmJqa0mORSjEyMoJKpcLIyAhDQ0PGx8dZXFwkKCiI3bt3c+7cOS5evIi/vz/T09OcPHmSiYkJVCqVWNrDRpKSEpNCoUClUunNmiWoqiSX+/HHH7OwsCDm3xLcbm1tjfLyckEAk2J0dFS8QxKkUvq+3dzciI2NpbCwkLCwMLq7u8WB+vHHH2NiYqJXIFhYWAiGr4mJCf/+7/9OYmIi6enpdHZ26jkeSZ9N6p7UajWjo6Ps2bOH8PBwWlpaePDgAf7+/iiVSjo6OigpKSEmJobIyEiCgoIYHBzk6tWrvPnmmywtLTE9PU1iYiIrKyviO4ONTiYnJwetVsvZs2dxc3MjICBA7945ODgwMTGBTCbjwYMHLC4u/lWgipvje2cSPTExQUtLC3K5nLt37+Lm5saRI0eoq6tj586dqNVqKisrcXFxwdLSkj/96U8YGBhw6tQpzMzMqKmpwcvLCxsbG/Lz81Gr1Rw8eFC40UuC+BkZGaSmplJRUUFNTQ1ra2sYGhpy9+5duru7sbOzY/v27fT394vE5O7uTktLC83Nzfj5+dHc3Mz09DR9fX2kp6cLmrKnp6egsgcFBfHgwQNiY2OJiooS0Cg7OzuuXbtGTEwMr7zyCmq1WjixPH36FIVCQUhICDY2Nvj7++Ps7MzAwIBexbS+vk5gYCAmJiZUV1czOztLXV0dJiYmvPjiiwJSd+rUKXx8fGhsbKSyspKVlRVGR0fR6XS89NJLpKSkMDMzIw6Xrq4u0brv378fT09P2tvbyczMFGzB2NhYMZKqq6vDxsaGxcVFnnvuOY4ePcpzzz0n8Newgb1+6aWXCAoKQqFQcOfOHTw8PPDy8mJqaoqXX36ZqakpqqqqaGhowMzMDLVazerqKhERESL5PKv1olaraW1tFS40m2P//v24uLiIF9XW1paUlBSqq6v1jI+zs7ORyWRUVVWJ5wQ22v6UlBThFVpZWYm9vb3YeSQkJNDT00N+fj7z8/N4eXkJDPPKygp1dXXCYMTY2Ji2tjZmZmYoLCxEq9Vy4MABtm3bRkNDA7GxsSiVSurr66moqKC/v5/u7m6mp6eJiooSh09vb69AETU3N1NVVUV7e7vAaEvx0ksvsW/fPlJSUvD19aW0tJSwsDChSxQRESEW/mVlZezfvx/YGLckJiYyMDDA5cuXhZTu4uKi6AIdHR05cOCAgJZKcfToUWGWXVtbS2ZmJjt37mR6elrshlxcXDhw4IDYaaWkpFBeXs7o6KgglMXExDAyMsL169exsbEhNjaWgYEBDhw4wMDAAGVlZczPzzM+Ps7g4KAgHHp6elJdXc3AwABeXl5cvHgRpVJJbm4uMplMyFpLhu2Ghoa0t7cTGxvLV199pTeKnZmZYWlpCVdXV5FTRkZGuHz5spijh4SE0NDQwKlTp5DL5cL6cmRkBHd397+ZRMO3noVlZWX4+vqSm5srHmbJmupPf/qToLRLydzS0pKIiAgePHggdKTr6+uJj48nPDyc+vp6CgsLMTY2xtbWFj8/Pzo7O/WqhadPnxIXF0dMTAwqlYqioiKWl5fJzc3liy++IDAwkIyMDG7cuCGWsP39/ZiZmbFt27fiaJaWluzdu5erV68Kwo2TkxN+fn5CkkCajaakpGBsbCwo71Kl2NjYiJGREUNDQ4yPj4tF4Wa2Hmy81JsXo+vr68K1qaioCHt7e4EC2bNnj17HI5E5FhcX9cwXYGM0lJqaKjoJExMTkpKSmJ2dpby8HF9fX6EdbW1tzZtvvslnn31GWVkZcXFxQp/FyMiIgIAAamtrSUpKQqlUCt/Wffv2odFoqKurExVnT08P9+7d+299QTd//ueee05UwHK5XFRT8C3W/Te/+Q2enp64ubnx+PFjpqamePToEYGBgWRmZlJfX8/g4CC5ubn09/eTn5+vJ9Rkb2/P2tqagLPdvHlTdAafffYZnZ2d2NnZcfz4cfE5b9y4QU5ODrCxeK6vrxfz7oGBAQwMDHjnnXews7NjfX0dZ2dnent7+dGPfkRmZibV1dV6C9D/zsw5Pj5eiEtZWVnxn//5n9jZ2aFWq3n8+LFIKB0dHayvr5OUlCQo/p9//jkvv/wyhYWF2NraioV1e3s7//Zv/wZsVPe5ubm4u7vz7rvv6lnbTU1NkZ2djZWVlbjWhw8f4u7urneNKysremOYgwcPiqIgMjISW1tbsrOz+frrr8VhKCV4Pz8/Dh8+LObnTk5OvPXWWzx48ECP5FVTU4OZmRlmZmYEBATQ0NAgOvPNPBHYOFB27dpFfn6+GIPm5eUhk8k4fvw4165dw8/PT+jcSNBGaQzq4+NDTk6OyC+w0f3v27dPsNgBvcPhLxnfuwpdMr6FbzUaZDIZDx8+xMPDAz8/P0JCQvQWFpIkpsTorKmpYWRkhPn5eY4dOyYMc9vb21laWmJxcVFoM2+OF154gfj4eDFTvHLlCv7+/qSnp1NTU0NbWxthYWFYW1vr6bmsrKwIONnk5CQajQYbGxvGxsZEdZiUlMT09DSGhoZ0dHQId/KRkREePXrEgwcP9Fo+2GjBnZycCA0NZfv27ezevRsDAwOePHmCo6Mji4uL/PCHPyQmJkaQPoyNjWlububhw4c8ffoUjUZDbW0tBQUFW9Qa/f39sbOzw9nZGTMzMz0S1/j4uKBqP3jwAAcHByIjI4XNVn19PQMDA4yMjHD8+HGUSiVmZmZUV1fj4OCAsbExN27cEGStqqoqnj59irGxMQUFBaSnpxMcHIxCoaC+vp7Z2Vnxgvv4+NDQ0CAO2/n5eXbu3ElOTg4WFhZ0d3cjl8vRaDSkp6djaWmJmZkZDx48QK1Wo1Ao0Gq1LC8v09bWxuHDh7Gzs6Ouro6WlhYWFxd54YUXsLS05OnTpzQ3NxMfH4+9vT0xMTGsrq6KTqCuro6SkhLa2tpYWVkRmGy1Ws3U1BSZmZkcOnRISBg7ODhQXV2NRqMhNTUVuVzO+Pj4lhe8traWJ0+eMD8/j0KhoK2tTbTwlZWVeg5RWVlZpKamEhYWpke+8fDwEAYZbW1tNDU1cfToUby8vCgrK0Oj0RAQECAKE0kIS6VSUVpayqNHj5ibm8PV1ZX+/n4qKirEwW5kZMTf//3fC6ORjo4OsrKy8PX1ZXBwkNraWqGttLS0xLFjx6iurqahoQEHBwc6Ojpwdnbm66+/Zm5ujr1799LR0YFCoaCurg6VSkVSUhLwLbtYKnLm5uZISUlh//79wkKyoaGB8PBw7OzsUKlUegm9r6+Prq4uWltb9WztYAMQUVpaKhA1jY2NaDQaPSVWuVzOW2+9hZubG83NzUKB1crKSixcYWOOnpOTI3ZMXV1dwqJOkp3o6elhdnaWsbEx0tPT+X8S/1tV6Jv1q3//+9+zb98+/Pz8BCRudnZ2C/uzurpaWJhJJBhJt+Hy5cuMjIxsoYrv378fDw8Purq6hJPQ5cuXefHFF/Hx8eHRo0csLy+Tnp4uHgJgi/qjFJ2dnf/LU/lZtxopDAwMcHZ2FknpWdU4hUIhqnhJ9jc0NJTMzEzef/99ioqKOHToEPb29jg6OnLo0CF6e3tFBwEbSBgJ1+vo6EhtbS0PHjzg6NGjGBsbo9Fo+Pjjj1EoFPj4+FBbW4uxsTHXr1+ntLRUzGm7u7uZmZnBzs6O0dFRuru7sbS0FFjjwMBA7O3tKSkpEUur7du3Y2FhQWpqKvfv36e9vR2lUklycrL4/BERERQXF9Pd3S2syJ41C+jo6CAiIoLu7m6USiU7d+7k8uXLVFdXExcXx/DwMPX19SQnJ2NkZERhYaGo8jw8PMQ4Ym5uTow3YKNKrKmpobW1laioKObn5/UIJ5JOy/j4uN4hLoW0kJRQP5aWlmi1Wjo6OvjXf/1XYGPhvFn5U6VS4eXlJcY1Ukjdk6OjI8eOHcPa2ppz585hZmaGh4cHV65cwcjIiB//+McUFRXx+PFj7OzsiI2NpaWlRcjPymQyJicnefjwoaDGR0dHCxLUs0CD7u5uTE1N8fT0FFXy8vIyZ86cITMzk7a2NmxtbVGpVBgYGPD888/z0UcfcePGDSYnJ3Fzc8PX15fXXnuNixcvimo2Pz8fCwsLXnnlFZydnamsrOTevXusr6+TnJzM+vo64+PjtLa2boEgqlQqva4UNhb50ihoc6cmdbiShs5mg+3U1FSWl5dFF6rT6bZo2uh0Oj7++GM8PDzE73300UdbjJ7r6uoICAgQ+7u5uTlhniEZwT+rF/OXju9dQvf09KSyspJ9+/ZRXl7OZ599RmhoKKurq7S1tVFXV8fS0hJHjx5lYmKCoqIiTp8+jU6no7u7W09XGjZgaElJSXh4eHDt2jWx3Ovt7SUiIoKpqSlMTEz44Q9/yCeffCK0KqQK4NKlS3raDrm5uQKLu7CwgE6nw93dnVdeeYW1tTXm5ubo7e3l+vXreoeIoaEhL7zwAtbW1pw/f15UQuHh4cICTFKQO3z4MCEhIRQUFFBSUkJfXx+HDx+mrq6O1dVVduzYgUKhICEhgZKSEhITE9FoNPj6+iKTybYw4KTPGxUVhaWlpZCKlbw7L126xOLiIq+//jomJiai+rK1tRUOLU1NTUJXY/Mmf25ujv/6r//CwcEBX19fHB0daWlpYXR0lMDAQNRqNc3NzXqYarVaLSj/0vIPEGO0xMREEhISeP/994mLi8PV1ZXr16/z3nvvsba2Rnx8PIGBgXh6elJYWChYi9LBIb2UUkL4/PPP9X5+T08PLS0tBAYG4u7ujq2tLQ0NDYSGhgqC2N/93d9x69YtcRhKyKFnZQQSExPRarXMzc0xMzOjZ9UGG6YS4eHh4mWXbN2OHDnC3r176ezs1Dt8YYP4ExAQgKGhIebm5nR1deHg4EBzczOpqalipDc9PS3MnDs6OoiKihIHYUZGhng/ACFw912+mcnJyezYsQOZTMaHH36Ig4MD0dHR5Ofn66GCqqursba2xsrKSk/jPywsjJ6eHsbGxnBwcNBjvdra2tLZ2cnMzIye2uHw8DCPHj0SlfJmqRDJqSs/P59t27aJ3ysvL6evrw9ra2tOnz7NxYsXhdnJ1atXefnll8Wz7erqytDQkGCLStHf3y+0fmDj4EpJSUGj0ejJcC8sLPD8888zMDBAc3Mzp06dIi8vj/Pnz5OdnU1MTAxzc3OCqZqXl0d7e7vgeUgFy186vncjF2kpumvXLlJTU1laWhKCWgsLCywvL3Ps2DGCg4NxdnamqqqKubk54uLiaGtr20LGcHFxITMzE0dHRxobG3FzcyM6OpqysjKePHnC7OysmA/7+voKJ3YplEol2dnZqFQqent7ef7557l69SoTExOcOHFCzNJiY2PR6XQUFhZSVFSEkZGRqAr9/PyYnJwULuV1dXUcPXpUmD74+/szPDzMN998w7Zt20hJSUEmk+Hj44Obm5tY3A4PD4s2W/psNTU1DA0N8fTpU6FG19zczM6dOzE3Nxf6I9XV1dTV1eHo6IiFhQV1dXX4+/sLqn1ubi6enp6YmpoyMjJCR0cHBw8epLy8XG/ZduLECXJycvD19aWurk6wZefn52lpadkClWxoaKC7u5uFhQW92b+Pj48eEWhzeHt7Y2xsTH19PXFxcVhaWjI3NyeS6dDQEKurq7i4uNDW1kZLSwtjY2OEhYUxNjbGrVu3xGH69OlTgUuWfv7i4iItLS1UVVWh0WgwMjKis7OTvr4+BgcHOXr0KN7e3lhaWopR1p07d5ifn2d1dRUvLy+Cg4MZHBzEzMyMAwcOEB0dzbZt28TfJUVQUBAuLi6UlZUhk8k4duwYNTU11NTUMDMzQ35+PmZmZqysrODk5ISbm5u4h5IuT3d3NxMTEywsLHDs2DHkcjkGBgYEBgbSEevwqgAAIABJREFU0dFBRUUFa2trghFcWVlJYWGhXrWo0+nw8vIiNjaWXbt2ERQUJA5+yYLQwsKCsrIyFAoFycnJhIWF6dk1SmJZ1dXVehX1wMCAuM9LS0t67lQymUyYhm8ehwwPD+Pi4kJycjL79+8nISFBHIo//elPcXV1FYt6aVYtieOdOnVKjG4sLS05cuSIYKbOzc0xOjoqirzKykp8fX2xsrKisrKSq1evYmlpycsvv0xycjIVFRWoVCr2798v7AdhwxQkKCiIW7du4e3tzfbt24WTVHl5OXNzc8KftaGhQZhe7Ny5U5hR/20pCqLCuXLlCuvr69+piHj58mVBtNHpdELBz8DAgOTkZBoaGkSrfPfuXcbGxsjNzWVpaQljY2OSk5NRKBR6C8Lf/e53W+ZvsCHY5e/vL67j2rVrPHnyhCNHjuDh4YGZmRlFRUX86le/EvjlhIQEtm3bxpkzZwgMDOTAgQOcP3+ea9euCTGpoKAgvLy8OHPmjN44xt7entu3b6NWq5mcnNTrDmCjwvjtb3+Ln58f/v7+bN++XUD1pHHNnj17SExM5P79+2KU4O7uzpUrV/j0008FDf7GjRtoNBp27dolqOnSZ+7o6KCtrQ1nZ2fh4Xrz5k0uXbpERkYGcXFxGBoaotPpSEtLIykpifr6er2FImy8GG5ublhYWPDee++Jz7O+vs7Bgwf1KkBXV1dhsCxR3iXyz+YRjJmZmSAsAaLqrK2t3WJL9y//8i8YGhpy5swZgXSADU/T+vp6KisrRfKXEuCzQlCSKckbb7zBZ599hq2tLbt378bGxobbt29z/vx5XnrpJbq6urh16xYBAQEcO3aMP/3pT9y+fRsfHx9GRkbw9vbG3NxcGBlLpt8xMTGcOXOGqKgoEhIS6O7u5ptvvhGuO7AxFklOTmZ8fJyJiQkmJiZQq9V6B2htbS0ymUzMmYOCgkRCdnV1Ffsk+FbD+0c/+hEXLlzg8uXLvPHGG8KMYmlpiUuXLgltGG9vbw4dOsTs7Cyzs7NMT0/rjYuio6PZsWMHlpaWDA8P8/HHH3P8+HECAwNZWlqipKREfI+wMSaJi4vTe+4kJJOBgQH+/v74+/tvkeWVCgBXV1fBwra1teXll1/mgw8+EMXf5OQk0dHRtLS0cP78eUFuCggI0DOZDg8PFwdDdXU1sbGx1NTU0NPTg4GBAXNzc0IuwtzcnBMnTvDgwQO9g259fZ2XX35ZoNz+mvG9S+jSyGRiYgJ/f3+MjIwYGRkRN0+lUpGYmMjo6OiWBCzN6kpKSnBwcCApKQkXFxeuXLnC2bNnWVlZwcjIiEePHm3RKLewsCA9PZ3e3l76+/tJS0ujra2Nr776iqKiIpGs29rahG9gXV2d3jxudXWVyMhIgoODqaysZGlpicjISMbGxggJCeHu3btifvnZZ5+h1Wq3eJzeuXMHIyMj7O3tcXNzIzIyUnQtgBDAqqmpEZTkzbFr1y7BhLOzs2NtbY2ZmRlUKhVvvPEG33zzjXjoNRoNYWFhbN++Xe/v8PX1xcbGhvLyckZGRoiJiRGO5zdv3uTevXu0tbVhbGwsJGJv3bpFT0+PEBeDjdFMaWkpL774Iqurq8zMzPDcc88JcwtpSfv888/z8OFDlEolBw8eZNu2bXpqiC+88AIuLi789re/JSoqin379jEyMsL58+e3aFK/+uqruLu7i0QgyROPjY1x9OhRVldXycvLE6YUgB4e3sjISO/fpTAxMcHBwYH5+XlBzoqPj8fGxoYrV67w7rvvAhsdnVRF5+Tk8NFHH3H58mU0Gg2WlpZ88cUXeteclpYmDg+J7OLr68vbb79NaWmpnsVdSUmJSCRGRkYolUo9MoxCoeCdd94Rh1ZPTw8lJSWEhYXR1NREcXGxWNQNDw+jVCrF9V64cIGrV6+ysrLC+vo6ly9fZmBggMOHDzM0NERlZSWmpqZYWVnh6upKRUWF3vdTW1uLlZWVkAyAjUS3vr4uxK6kZ8PV1ZXl5WUuXbpEcHAwWVlZWFtb6wmLraysUFRURElJiZ5N3cDAAGfPnsXX15fh4WHBG2lqatKTjNh8GAIC0bKwsCDs/CTz9OXlZQoKCvD39yc7O1vsSxYXF5HL5fj7+4u/Z2lpSdgbSrF3797/V5I5fA8T+u7du8nPz+eNN95Ap9Nx8eJF3N3dOXXqlFAWtLe3JyoqisLCQr3Wr66uTixQpKWXJB/wu9/9DthAb9y/fx8HBweBQ9fpdISGhhIZGUl1dTV+fn6kp6eLpP4su1AS5FepVAQGBooE6eHhQUNDgx6M8FnHICl0Oh3W1tZbYF2vvPIKHh4e4qXQ6XR88MEHODo6isR88OBBlpeXaW9v30K8unfvHpWVlTg6OorKVUqEUmW3OSTrLMlY2NXVFaVSSWxsrEgmUqKxtLQkNzdXWO7BBnP0/fffx8TEhKysLOLi4vj5z38uDAeuXr3Kn/70J7KyslhfX8fOzk7cIyliY2MpKSlhbW2N9fV1cajb2dkxNTXF+Pg4Wq2WlZUVvL29uXHjBnV1dUJJcXJyEl9fXwYGBvjjH/9IVFSUkGSora2lvb0dd3d3QkJCxA5Fmls/K6IkSS1I3430/a6trYlnTUro6+vrQmlPCrVazbvvvotKpcLR0RFbW1uB1ZYMEHbu3ElAQABnzpwhPz8fuVyOqampkFJ++vQpNTU1W3TWTUxMOHLkCA4ODigUCgwMDCgsLBQuOo8ePaKwsFCQW9ra2pDL5Rw4cACZTEZxcTG+vr7CxlCiqnt4eJCVlSUIYhKSJicnh7CwMMzMzCgrK6Ovrw9/f3+0Wi0FBQV4eHgwMDBAUlISWq2W4uJi1Go1CQkJ4ju7desWVVVVBAUFcejQIT788EOUSiX79++ntLSUoqIiuru7hQPZ2toaw8PDXLt2jfHxcaKiotizZw9FRUVUVlbyzjvvUFdXR2lpKcvLy8zMzPDVV18J8MCjR49QKpXk5OSIMebmkFiwY2NjYkkqxdLSEk+fPhWSu9IoytjYmLGxMWHo/azheV5eHouLi8TGxv6NKfpsSMp+klStvb09L774IkZGRqSmptLQ0MDNmzdxc3OjpqaG6OhoISQlQfVgg8XV399PVVXVd1Zcc3Nz6HQ6XnnlFW7fvs3du3dZXV1Fo9Gwb98+pqamqKur+07xK9iQ5Y2OjhZtYnd3N6+++ir19fV6GOro6Ggh9fuHP/xBVBGSUNiVK1fQaDQcPnyYvLw8vvjiC44fPy7wvA8ePBASvpJDztLSEuXl5XrQTSmkZdjY2Jhe8pYWa5GRkVt0XkxNTWloaNCDPm722JRmoLOzs8zMzHwnmic+Pp7Y2FgWFxeFal1YWBiGhoZcuXKFc+fOARsa6c+iLJ48eSKEyKQdRlZWFvHx8Vy7dk2PZv3ll19iYGAgdg2dnZ3cuHGD559/HiMjI6Gy19jYyOrqqiBLeXh4cP78eb25so+PD1lZWZw5c4aQkBDm5uYoKSkRS+o7d+7g4uLC0aNH+eijj8QhYGNjQ1dXF4WFhVuWoPb29nh5eTE+Pv6dnpzu7u5YWloik8lITk4WYwhfX1/a2tqoqakRyqASV8LKygovLy8aGxvp7+/Hz89PJL+amhr8/PzYuXMnWq2WkpISXFxcCA4Opq2tDT8/P2G23t/fz9WrVzl+/DharVaogcIG8evu3bsiWWVlZREVFQVsHOhyuZyuri78/f0pLCxEp9ORnZ3N5cuXmZ2d5fDhwzg4OHD37l3ReUksz+3bt4uELXXahoaGpKSkEBISIrx3pTh79iyWlpZCh126hrKyMtRqNcnJyTg6OuohzqKjo0lJSRHibpL59WY2K2yYSUs7qMnJSc6dOycgov39/Xz44YdCi2htbQ0DAwPOnz9Pf38/crmcsLAwLCwsRKckdcw3b95keHhYz2v4rxHf26Voe3s7VlZWnDx5kqWlJYaHh+nr66Ozs5PZ2VnR1vv4+DA2NiY0IqQZbU9Pj3Cmj42NZefOnSI5y2QyAgICBHNyfn6epaUlMYaZnp7m3r17wrQ4IyMDtVqNo6MjWVlZqNVqampqaGpqwszMjMXFRVG93b59GxcXF1588UU6OzuZnp4mIyODvr4+Ojo6OHnyJKOjozQ2NuLp6Ul+fj5xcXHEx8cTHBxMa2sr5eXl2NnZsby8zI0bN4iLiyM6Opq2tjYGBgZ49OiR0NTeuXMnzc3NODs7C0heWloa09PTQnPF2tqan/3sZ0RGRrKwsEBbWxtZWVnY29szNDTE3r17ycnJITQ0FBcXF0Fnl2J8fJy1tTXMzc1xdnbG399fj7Epk8no7++ntraWyclJxsfHCQgIQKfTCZaghOpZXV0VyoQymQwzMzMaGxvR6XTMz8/T1tZGYGAgu3fvRq1Ws7CwoHctQUFBvPTSS8IUuqOjg76+Pnbt2iVEqSIiIpicnNRDpKjVaszNzYmKisLPz4/e3l7S0tLo7e2lr69P7ETKy8vFYrO3t5cXXngBlUqFXC4Xo5Genh6hPZ6ZmYmlpSUTExO4u7szNTVFbm4uCQkJpKSksL6+Lp4Ne3t7pqamaG5uprKykuHhYb3lbUtLC6urqyQmJnLw4EEsLS1pbm5m7969pKenMzc3J9QMpZmwxMhUKpX4+vrS29srzKEbGhpISUnByckJuVwutLzr6upYW1sjLS2NyclJHj16xPXr1/UO2rGxMWQyGY6OjhgZGTE4OMjQ0BDe3t5cv36d2NhYoqOj6ezsRKPREBsbKw6rzaCC4OBgMjMzBaqkqalJaMavr68LPsazkNAdO3YQHBwsOigpidrY2ODg4MBnn30mDktbW1va2tpobW0VDFJJX+bUqVM0NTURHx+PtbU1ZWVl2NraYm5uzoULF1hbWyM3N5fGxkZSUlKEZMDmfGRgYEBqaiqHDh0iICCAr7/+Gjs7O1xcXFhYWOCVV15hfX1dyG/MzMzg4eHxt6UowPXr18U/T09P85vf/OZ/6dEnaRI/G0+fPuXAgQOEhYUJ7RLYqJAk+Ni+ffvEdnzzLFyr1bJz504iIiLEWCQvL4+AgAACAwMJCAigvb2dwsJCvYVNQUEBXl5eHD9+HBMTE1544QX++Mc/8uc//5nZ2VlcXFzw8fERkqRnz57FwMCA2NhYFhYWxNz1008/1RulDA0N8R//8R961d5rr72Gu7u7qPCOHTvG559/TlFREX19fQKfrdVqRVU6Pz/P7du3hZjR2toafX19XLt2jbfffhulUsnQ0JDeQhA2SFG7d+8GNsYMN2/eBL7VsnjrrbeYn5/nwYMHAjmxudXdbJ4RFRVFfHw8xcXFBAQEkJiYKPYbUtKXy+W89957QnBtc/T09NDa2iqWshqNBnNzczE3np2dpbKycgtJS7r3MTExKBQKysrKaG1tpa+vj+DgYGFSHBgYKDoCd3d31Go1TU1Nes/H7Owse/fuJTY2FplMRlFREf7+/uzcuZMPP/yQ+/fvk5OTw+DgoN7y7Pnnn8fT0xO1Ws3AwABPnjzZ0gHu3btXjEIKCgqwt7cX2iWSDk15eTkrKytMT09jbW0t/n+5XM6xY8c4c+aMWE5LWkIS+sTBwUEsUi9evMjCwgJGRkYEBgYKtJQUt2/f5uHDh2zfvh13d3c6Ozu5dOkSJiYmYv+gUCjo7u6muLiY9vZ2PSkA+NZy0MHBAXd3d3G4Xbt2je7ubjEb3ywzLf3sgoICwsPDiYmJERyK/v5+BgcH0Wq1HDt2jD//+c+kpKRgaWnJzZs3xU5Ko9Hw1ltvoVKpWF5eFlLXCwsLooM2NjYWezelUsnIyAgnT54kKipKdJSwIWkgdTP5+floNBpyc3Opra1laGgImUwm2NlSPvj/0oLu/1exOWn5+vri6uqKra0tdnZ2WFhYcOHCBebn51lfXyc0NJTDhw+ztLTEwsICIyMjYt4tqTJKlYE0O01PT+fu3bvcvn2bH/3oRwLT/Otf/1r8XMlMWRr/jI6Osra2Jm6qgYEBQUFB2NnZceHCBT1Vx76+Pn7+859jYWEhDgPpIZ6dneXzzz9Hq9UKKOD/lSwnbLR+kkStdLh1dHTg5uZGY2MjHh4e2NraEhISQlFREWq1mqSkJDIzM6moqBAu5vfv30en07F//35kMpnQcD5z5gzvvvuumFm7urry0ksv4eLiwldffUVlZSVJSUlYWlqSn59PdXU1ycnJqFQqQZteXV3dosz38ssv4+DggIWFBb/85S/RarW0tLQQHx+PVqvF0dERR0dHUlJS9AhV7e3t+Pr6kpqaSkdHh6iY0tPTGRgY4M6dO9TU1JCVlSWwwOPj4zx+/JjGxkbW19eFO9T169fRaDTCQq2yspLw8HAsLCzEomz79u0MDQ0xMjKihyoaGBhgYGAAuVwu5ttSlJeXC/lgjUZDUFAQ9vb2JCUlUVJSgr+/P9988w3W1tYcOXKEs2fPMj09LfxblUqlXucBGzuKy5cvC/9Z2DgAOzo6WFlZYXV1VbBwpVESbMxwtVotWq2WhYUFvfvwrGrg5lAqlSQmJuLv749MJuNXv/oVbm5uDA0NERkZiZ+fH8XFxYIfAQidobt37wofWNg4fFxdXYmMjBSHlJmZGceOHRPf4+ZrrqurIzQ0FF9fX3x9fXn48CE1NTUYGhqiUqnYuXOn8A2uqqrCyclJDwSRnZ1NcHAwxsbGjI6Okp2djaOjo957rFQqxXtmZGSEXC5n165d4juxsrIS99XPz08AGaQCKDExkaamJs6dO0dCQgKhoaGUlZURExODm5sbHR0daLVaPWSOra3tFsPrv2R87xL6Zgu6mZkZDhw4IBKrdDq+9tprdHd3U1RURFRUFL6+vkKgysDAgJMnT/LVV19x4cIFTp8+jUqlEknX0tKSffv2ce7cOQoKCgTjUIrw8HA6Ojr43e9+x549e4iOjhYPraurK+vr63R2dor26rtcciSK+LOmvtKM/tkZMmwsBl1cXFhcXNR7gWBD7yUoKIimpib8/f2Ry+WCyapWq4mJieHKlStCIwM2Er6Li4tgtUnVc1paGiqVirm5Ofr6+ujp6REUewkP7u3tzdzcHPPz86SlpdHY2MjDhw/Fciw+Pl5vhJWXl8fQ0JBoQ6UqzdjYWCRbrVZLamoqJSUlYhZtZ2dHQUGBMDyAjSo2MjISuVwuPEr9/PzEDuC5556jvb2d/Px8Pd/Xjz76CCMjI7Zt20ZSUpJYXHp7e1NRUSHGFmVlZVRXV+vNVf/4xz9+Z5cH3+pcy2QysR/Zs2cPNTU1ekqAs7OzVFVVYWFhAXw7P3777bcFe3kzZPPWrVs0NTWxa9cu1Go1bW1t/PjHP6arq4uHDx+KhF5XV7dlOfpsPHnyRGiXq1QqPXkAX19fYmJiBKOxv79faK8YGxsTHByMgYEBbW1taLVacnJyqKqqor6+noyMDPbu3cv9+/f1KPAzMzN0dnaKzwobjMyMjAwuXrwoKvjbt29jYGDAc889x9zcHBcuXBAAgIyMDGGEPTMzQ21tLVFRUSiVSvLz84UZyd69e2lsbNR7RgDBfJXIStJ3KpPJ8PDwoK+vj8uXLwvRMSMjI7q7u/VY5pOTk/zhD3/g4MGD+Pv7U1ZWRk9PD+Xl5Xh6erJnzx7S0tK4d+8eZWVlgmy4c+dOYKPwW19fF9315cuXRTJ/Fjn2l4rv7Qw9Ozub1tZWmpubCQgIYHZ2lmvXrhEdHU18fLzQXejo6BD2aXl5eXh7e5OamipEemprawWOvLOzk7S0NJRKJfPz81RVVdHc3MzExAQpKSk8efKEXbt2kZ6eztDQEBUVFYyOjqJWq0UlmJeXJxQLU1JSyM7OpqqqCj8/P6anpzE3Nyc7O5vAwEBsbW1pbm4WVcI///M/ExwcTG1trUjq/v7+LC4uMjw8TGdnJwMDAxgaGpKbm0tOTg59fX1UVVWJxeuOHTtITEykublZzPxHRkaYnZ0V2uEStKqqqoonT56g1WpFdaNUKrl37x737t2jtbWVqakpPeKQo6MjbW1tNDY28vjxYzo6OlhYWGB4eFhPJKm+vl68ZBqNhri4OI4fP87g4CAzMzOYmJgwMjJCVFQULS0tdHV1cejQIWQymRjptLe309vbS1hYGAcOHKCxsRFDQ0PCwsKYn5/n008/xc7OjqysLGpqaggNDUWlUgkUTlNTk16bLh1gFhYWWFhYiEVrfX09np6eODs7Y2RkJCzupHBycmLv3r3s2LFDON7ARoXZ3NyMQqEQbjWSvMCuXbv0RhS9vb10dnZuGVclJydjbm5ObW2tMMMoKCigrKyM5ORk0tPTWVtbE6qG/v7+DA4OCoKcQqHg9OnTJCQkkJSURHR0tNAkkghJbm5uvPTSS0RFRTE5OUlvby+7d+9maWmJ0dFRIfugUCgoLi5mZWWFjIwMKisrsbCwwNXVVUBq9+3bx+TkJJ2dnRQXF1NZWYlarRY7GoB//Md/JD09XRi4wMbSeWVlheLiYnbt2kVsbCzl5eWsr6/j4uLChQsXmJ2d5dSpUywsLNDc3My2bduQy+Xcv3+fkZERcnNzcXZ2Fu5Xvr6+6HQ6Ojs79VRPYWMWb29vL+SaAaqqqsjKymLfvn1iKdrZ2YlWq0Wj0VBWVoadnR3+/v6Mjo5y9OhRGhsbxc5qYGCA7u5u5ubmyMrKQi6XU11dTXt7u562jqSxtLy8TGtrKwEBAeTl5TEwMEBOTg5dXV1/NbXF721C37VrFxEREdTW1lJdXU1ZWRnm5uYcP34cIyMjZDIZDg4OlJeXY2BggFarpb6+nqysLOzs7DA3N9dL6tLfvXPnTuFmIt2o1NRUAT8MDw/HxcWFyMhITExMqKio4OnTp6ytrdHd3Y2DgwO7d+/m+eefF3oczc3N5OTkoFAoqKiowNHREa1Wy6effoqVlRXbt2+nt7cXPz8//vznP7OwsMCRI0dobm4mJSWFzMxMHj9+zPr6Oqurq6yurvL06VNhljw6OiqSqU6n4969e1vmywcOHCApKQmNRsPo6Cg//elPUSqVeq420nfg6OhITEwMu3btQqFQ0NPTQ3h4uHBCysnJwc/PD6VSKezWNockLbr5IZegnM3NzRgZGbFjxw4qKytRqVR0dHQIXRxTU1PReq+trQnxLqVSycrKijgc7927x/j4OCdPnhTStqGhoWLWXV1drSdxoFQqWV5epqmpiZqaGsrLy0Xr3NfXR2NjozA4kFxyYGNROTExgbOzMzMzMzQ2NuLu7s7s7CxvvvmmYAbOzMwIeVZvb28GBwf1sNgHDhxg3759uLm5CVSVXC6npqYGOzs7Jicn0el0LCwsUFBQQExMDFlZWRgYGGBtbU1paSmmpqasrKxw7949UlNT8fPzo62tDUdHR2Ge8MUXXzA9Pc2JEyfYv38/CoVCUOJNTU25efMmoaGh7N69Gy8vLyorKxkdHSU8PJyJiQnu3r1LSkoK27dvZ3BwkJqaGjw9PXnw4AFRUVGMj4/rjb9kMhk//OEPSU1NRaFQ0N7eTnR0tJAdSExMZG1tjdnZWVpbW7GwsCAnJwe5XM7k5CR1dXU0Nzej1Wo5efIknp6e4r2VSFBfffUV0dHRQtJ3bGyM2tpa5ubmuHbtGgMDA0KYa2pqipdeeonu7m7Ky8sZHh5mdXVVFAYSjV8yV5F2KfPz8/j6+nLy5ElmZmbo6enhwIEDxMTEoFarqaqqYm1tTTwXGo2G/Px8+vr6cHR0xNDQkIWFBbZv305XVxfl5eWMjY2xsLBAXV0dWq2W3NxcwsLCKC4u/htT9LtCspT68MMPgY05+IMHD3BycsLJyQl3d3fCw8N59OgR5ubm2NjY4OvrK/68vb09p0+f5syZM+Il+/LLL7fI5qrVagGPknCkBgYGom2XwtzcnIMHD4oWGjbo0GZmZri5ueHq6kp7e7uY49vY2PDKK6+I6vjChQsYGxsLE2DYSLDPkjQk0X+1Wr0lcXd2dhIREYGrq6tYPCoUCvLy8oTRxsrKiiBbPBt+fn5kZWWhUCiYmZkRC71Dhw4xOjrKw4cPBYnIzMxsS7v/05/+FIVCQWVlJbdu3eLYsWMolUrKysr0JBpWVlaws7Pj7t27aLVa/P39tzDsYKOqqqqqwtHRUewopIXUnj17UKlUejPJ9fV1Hj58SEFBAQEBAcLf1crKipdffhmNRiMMHvr7+/UQC2q1mr179xIdHc3HH3+MtbU1ubm5XL9+XTjkyOVykpKSGBgYYGlpidOnT1NUVERxcbGYeX/99desrKwI1uH7778vlDgfPHiAQqHg7bffRqvV8uWXX+qNZvr7+8VCXnrWTExM8PLyoq6ujoaGBpycnEhLS0Mmk4mdgVKp5P79+4yNjQlnJ7VajZWVFd7e3vT09OjNfmFjpJWZmSmw4CMjI8jlcoGXzsnJ4cMPP+T8+fMA4jkMCAigs7NTWON99tlnHDhwQEBp+/v7qaurw8LCgrS0NAoKCsSf3b9/v9B1kUZys7OzBAQEiMW3pCAqwRBhY2QzNjYmVBNh49COjIwUbkGXLl3C3t4ePz8/3nrrLUpLS/VkhjfrDX1X9Pb2cvHiRfE93b9/HyMjoy28CNgoUDIyMoiIiMDGxoazZ88KGZGUlBQxMpPi5MmTf2OK/k9CWlxJ0dzcLKpOAwMDTExMhCgWbCRsaUEk/do8UpAelszMTBISEoQR8uabOjs7y61bt/R+tr+/v8CppqamkpycjKGhIZ2dnQIX3N3drYeGmJ6e5ne/+53e0lShUNDa2ioe9tLSUqHx4e/vzx/+8AexO5DwrZuTqlwuJyAggNDQUKqqqlAqlRw5coSmpiYBZ4QNWr+FhQWZmZmMjY3R1tZGYmIijx8/5v333yc5OZm+vj7W19fJzs4W0KyrV6/S1tbG4uIit27dEm4ytra2/OY3v6G0tJT09HQKCgrw9PTEx8dHIEY2x7M+rdJ8PyIigszMTD5iLPw4AAAgAElEQVT//HNmZ2c5cuQIg4OD9PT0bEF8POvRuL6+zt27dyktLSUiIoIDBw5gaGjI9u3buXv3roCZhoeHC6nZzZyA0NBQ4uPjmZubY2JiQlSECQkJ4vpWVlbEzkatVuPi4kJGRgaenp5iZr+ysoKhoSGZmZmYmJgIo+y8vDwmJyc5deqU0PJJSEgQ/plSLC0tce3aNYyNjTExMcHExITx8XHR8UhM49XVVWH8/Mknn4g/f+3ate+0hpPi3LlzmJqa4ubmhru7O3K5XOC8Q0NDmZycpL29HbVavUUH//Tp03h5eQlNouPHj3Pnzh0uXLggRiQ3b95kfX2dAwcOMDMzo1eQSGJuz8bm5bZSqcTExESMLGADe/5d/IYdO3bocVOcnZ0BhFzt5oRua2tLXFwc5ubmmJmZCYgvbCxAw8LC9HgIlZWVwvVLqv6lWF1dFdej0WgYGhoiPT2d7u5uamtrtzzv34XI+mvE9zqhP3r0iPv37wvRJWNjY15//XVmZmYYHR1ldHSU2tpavYeyubkZd3d3bGxsBOhfgogBwk7t7t27wkQDEMlEcotZW1tj165d6HQ6Hj58yJEjR1haWiI/P5/CwkIaGhqIiIhAq9UyPT3NBx98sEWJz9zcnODgYL2xx/z8/BZC0NraGvn5+TQ2NqJSqRgdHeXXv/61WPikpaVhZGTEvXv3UCgUXLlyhYmJCUF8kCqpZyMiIoLExETy8/MF1T06OpobN24ILQ+AW7duYWFhIZx6pA7DycmJEydOCKqzhLRZWFhgYWEBU1NTfv3rX6PT6QgMDMTY2JjGxkZ+8pOfMD09TUFBgR5ePSQkhIyMDCwtLcnKyuIPf/gDPT097Nixg9jYWK5du6Z3iH7wwQdERkYKvY8bN26g0+mIj48X4wrY0J6RtEJOnDjBwsICN2/epLm5GQ8PDw4dOkRpaSkVFRUEBASI58Xb25vHjx/r0eulnwMIYtbQ0JAeQgM2XvgPPvgAMzMzYX4tveSSdd9/5zyv0WjECGZxcXHLvZMIXt8VPj4+KBQKbGxsUCgUDA8Pb+nwjI2NCQkJYWBggK6uLr3fa25uFoeXoaGhHqIGNuCm8fHxInEaGhry9ttvc//+feG2JUVBQcGWxf/evXvFHkZaIiYkJIi9lPTrWS8CyeLNzc2Ns2fPolKpGBsb49q1a5w8eZKVlRWePn0qdIh6e3v1zMthA4FjZmZGZGQkT58+JS8vDycnJ1ZWVlAoFOzevZvV1VVh4GFhYcHPfvYzYIPRPTs7y8rKCs7Ozjg5OQnrR+n+SKMoMzMz4uLimJ+fp6mpSaDBtFqtIC39teJ7m9BLSkqEqL2k+idZyjk4OIhxyOY5Lmw8gEFBQSQmJgqVvQ8//FCY+KanpxMSEkJXVxcdHR1bWKSdnZ0YGxvz5ptvolQquXjxIiqVChMTE4yMjMjIyMDU1JSqqipxgwcGBnB1deXw4cNMTEwIM47BwUGio6NRqVR88803/MM//APj4+NcvXpV77olgsfIyIjeoTA2NsaRI0f0KouMjAy6urpEQp6cnOTJkyfMzc2JMdTAwAA+Pj6UlpYyNjYm4JPLy8s0NzdvwQrPzc0xNja2RVdmdHSUDz74ADs7O+Hcs7KyIlAU7e3tBAUFkZaWhpOTE+fPn0elUmFjYyM0qDdHS0sLLS0tKJVK/Pz8sLCwEJrdxcXFzM/PCz381NRUdDod1dXVYpSj0+mwt7fH39+fkZER4VIjqWXev3+f4uJiqqqqhCnG9u3bBQFIwtxLo53CwkK6uroE/K2lpYWjR4+KEcmjR4+EqbKJiQnJycnC7k3SOBkaGhLXJ4XkYOXo6CgSk8SvsLCw4LXXXtPrCMfGxoQ0BWzAM+Pj44W88JdffinE57Kzs7G3t2d9fZ3Hjx9TUVGBu7s7IyMjBAYGolAoePz4MY6OjqSnp5Ofn79lDJGSkkJUVBS2trbIZDI++ugjrKysCAkJoaKigq+//lqIeF28eJH4+PjvhOJZW1uTkZGBn58fZ8+exd3dnfj4eLq7u4WxubSUNzU1FS5XxcXFYqQjxfT0NK6urnR2drK0tER2djZDQ0PcvHmTiooKIaHr4OBAW1sbV65cwd7enujoaO7cucMPfvADHjx4wLVr11hcXBQFWm5uLoWFhaJzlQ7d0NBQcbhNTU3R29vL/v376evro7e3lzfeeIO0tDRKSkoEs9rQ0JCDBw8KlyxpBPTqq68Kud9njen/0vG9W4oODAzQ0dHB2NiYSObS8kSi8np7e1NaWsr169dxdnbmtddeo6KigtjYWKysrESV7eXlRXV1Na2trZw8eZKBgQF0Oh0xMTF6TkBLS0t6TvYSZbypqYnBwUHm5+fp6Ojgzp07lJWVbUmIYWFhnDx5EkdHR4qKioQqW2NjI62traytraHRaJDL5dy4cQM7OzusrKxESxcQEMCePXuIj48nKSmJJ0+eiBZufn6ewMBAbGxsBFNu79696HQ6cc1LS0u88MIL7Nmzh4GBAWZnZ3nrrbewtrYWs1PJ+7OtrQ1vb2+io6Pp7e3l9ddfJyMjg5iYGPr7+/WSempqqmCsjo2NbRHvP378OGlpaVhaWrKwsMA333xDTEwMMzMzXL58mdXVVY4dO0ZfXx/e3t4cP34cW1tbIbUrIX06OzuxtLTkxIkTBAcHU1JSQnBwsOgoNmvcLyws0NjYKBafJSUlPHz4kCdPngii1NLSEg4ODlhZWTEyMsLExAQzMzPY29vT2toqDs2ZmRmysrLIzMykoaGB9fV1srKycHd3FwlhZmaG3bt3c/jwYQICAhgbG2N0dJTdu3fj4uKCTCYT9xgQJuXR0dE4OTlhbm7Ol19+iZWVFbm5ucLoW0pQKysrXLp0idXVVd555x3Gx8dpbGwkNDQUhULB6uoqX3/9NYGBgczMzDA1NUVISAi3bt2ipKSEkJAQsrKyKC8vZ9u2bUJOoKuri9LSUtRqNdHR0djb2zM+Pi5kC5RKJS4uLhgYGNDc3Mza2pogS3l7e+sdUkNDQ5ibm+Pn56eHBZfm4T4+PoyOjvLkyRNCQ0P59NNPsbGx4fjx47S2trK+vk5ERARqtZrPPvuM5uZmIiMj2bt3L3V1dYSHhzM6OkppaSk9PT04ODgIos7w8DA1NTWYmpry5MkTbGxshCTDqVOnBHpNelaGh4eprKxkbm6Oo0eP4ubmxtTUFG1tbSQkJHD79m3kcjmnT5+mo6NDkNAiIiLIyMhgYWGBpqYm4QcwNzcnukZpPCcVk3fu3MHT05PQ0FCCg4MFk1dyTwsJCfm/kfm+jf+tlqKS2wlsPDDFxcU4OTnh7OyMn58ftbW1zM/PU1dXR0hICAcPHhTKcxqNhuPHj1NfX88333zDe++9B2zMv318fPD19aW+vp6VlRXkcrlwGdlsZwUbAmEajUYvkeh0OrZt24ZKpRIV98TEBEqlkpaWFpKSknBwcGBwcJD4+HjMzMw4cuQI58+fF/jjwsJCIiIieP755/nggw8IDQ1Fq9Xy+PFj4uLiMDIyQqvVMjQ0REREhIBDnTt3jhMnTuDi4iKS6rPIk+vXrxMfH09rayt2dna0tbVtkR6Wvp/AwEBxGCwsLLC4uMjFixcZHh7m2LFj2NnZcebMGebn/8/2zjQqyivd978NFiBTUUIBIrPIoFExilNUgqLGWRQVp8TOdKPp3E46vbI6d52cTm5/OP2p+3b6dic56dNZaaOJVxwiaps4kEQTQEAFBSEggsoQkBmEQqre+6F496kCVOwoEPv9r8WiqNrs96n9vvvZez/D/2mXcbxgtYvbHrv37t0rU9zVHdfly5e5efMmoaGhrFmzRu78cnJyWL16NbNmzZK1Sf/whz/IvtTamGqUger36O1DiYiIYO7cudLsoybT9I5T7uzsJCcnpw+Rki2effZZAgICAOsOUeWv6R16ePHiRQICAggJCcHT05P29na6u7spKCjg888/x9/fXzLz3b59m127dvGzn/0Mo9FIXl4eDQ0N0pE5duxYvv32W6ZNm4azszOnTp2iurqaDRs2oNfrSUpK4oMPPiA1NZUXXniBK1eucPv2beLi4hg9ejSnTp3it7/9LWDdZSYkJEj7+Pnz5/tUvFqxYoUksgMrBfCBAwc4cuSILJDt4uIinyf1eewNnU4nw3R/97vf2WWznj9/nlGjRtHa2iqzftevX4+TkxOurq60traSlZXFiRMn0Ol0rF+/npiYGLq7uxFCYDAY2L59u2SsrKur4/333yc0NJRx48ZRUlIi6ZTVWqkbNmzAyclJ7ohHjhxJR0eHnR3+/PnzBAcHy+Shc+fOcePGDZYsWQJgd0JISEhACCGJ6MrLy3Fzc+PEiRMEBgaSnJzMxx9/zM6dO9m6davckKnPj4ODg6TeBauDdu3atXd89v5Z/OR26CojoJubm3SaFBQUkJmZSX19Pbdv36ampobY2FiSkpIk18P169eprKxk1qxZ+Pv74+zsLO2HDQ0NBAcH4+XlRX5+PmFhYbi4uLB3716Z0NDU1ERAQADt7e24urqybNkympqa5I5kxIgRLFmyhLFjx3LlyhUZ85qYmEh+fj5FRUV4eXlx6dIl5s2bh7e3N2az2U4BqgT4nZ2dpKenExsby2OPPSbjgQMDA0lLS6OxsVESdKnRD2occ3V1NTqdjrNnz7Jo0SK2bNmCv78/Fy5coKKiQjpzCgoKqK6uJiAgwG7XXV5eLp1AZ8+elZzx1dXVJCcnM378eFmFJTs7W9psi4uL+eKLLwgODqa5uZn58+fj4eFBTk4Oubm58lh/69Yt4uPjWblypYzkUWuNent7M3r0aOrq6ti1axcmk0lOqtraWsxmM+Hh4XzzzTeEhISgKAr79u0jIiKCl19+mc7OTsmB89hjj0kTU0tLC8XFxYwfP57Q0FCqqqpISEhg48aNzJkzh7i4OFnNx5ZMy9XVlbCwMIQQnDx5kuDgYDo6OuwSu1asWCGLSNTV1TFy5EgqKiro6Ojg1KlThIWFsXnzZi5cuIDRaCQpKYm8vDzy8/MZN24chw4dwsfHh4ULFyKEwNvbm7Nnz0rSqKNHjzJt2jSZiOLk5CRjsVtaWqirq6O1tZUFCxZw48YNO0oDNUJKVcZtbW2MHz+eSZMmydhslfOntbWVsrIy4uPjmTx5MmDNdlXnSGtrKz4+PnzyySfU1dWxePFimTEaFxdHXl6ePF2o5dy2bt1KcHAwV69elePa1dVFYGCgzODMyMigra2N0tJSGTaomrwcHBwk7a2/v7+dn8JoNFJcXNxnQXd3d+e5556TJit1AzF27Fh27txJS0uLHT/OpUuXCA8Pp6CggLKyMpydnYmNjWXfvn12p438/Hzc3NwICwsjJycHR0dHqqqqJJ+P0WgkOjqawsJCmbF9/fp1Zs+eTUVFBYcPH+arr75Cp9PJ6z+MmqI/OYUOVlvr888/T0JCgrSB9q45qB7xzGYzBoNBxsHGxsbyxRdf2O3YnJ2dZYWYlpYWyapXXV3N0qVLmThxIhkZGcybNw+DwUBubi7h4eGcOHGCKVOmsGrVKvLy8jh//jy+vr6kpaURGBjIkiVL0Ol0BAYGkpmZKZ1NAQEBHD9+vE/GZ2dnJ2FhYfzwww9cvHiRuXPnEhISIpNSjEYjp06dIj4+Xu6A9Ho90dHRsgCuGg8P1rDI48eP92FPBGutzGeffVbWEF25ciVz586loqKC7OxsKioqaG9vp7S0lPb2dtavX090dLT8/6CgIC5evMiVK1cIDw9n9+7dGI1GnnnmGbKysjAYDCxevJju7u4+vCleXl7SWebq6operyc/P1/GB+/atQtFUdiyZQtlZWVERUUxZswYsrKycHZ2pqysDE9PT06fPo1er2fz5s3odDpZoDg7O5uwsDBZXHn//v2Eh4fLSKHa2loyMzPx9/eX/o+KigpOnDhBUFAQ27dvp6Ojg6ysLCwWCwEBAXz11Vd4eHiQmZlJSEgITzzxBCUlJSxZskRGNF24cEHaYquqqpgwYQLr1q3DycmJM2fOyNJtY8eO5dy5c2RkZGAymXjyyScxGAw4Ojqi1+uprq4mNzeXgoICjEYj69ats6PxNRgMkuyptraW7u5usrOz7U4O6iLh6upqV6VrypQp+Pn5kZ+fT1JSknTouru7U11dzcyZM3F2diYsLIzRo0dLQjWTycTFixcxGAxs3bqVyMhI0tPTCQsL44knnmDSpElyAWlpaaG1tZXAwECuXr3KzZs37WzHaiZpb8enulHQ6XS4u7sjhKCiokKaWXU6HYmJiZSUlLBgwQJZK9c2S1WtYNbQ0ICjoyMVFRXU1NSQl5cnI7Jqa2vx9vZmzZo1FBYWcv78eblxMJvNXLp0iREjRjB79mzKy8uZPXs23d3d0lTr4OBAWVkZVVVVshIVWPlmIiMjycjIkM7+goICLl++jLOzM/PmzSMpKYnMzExmz56txaHbQs2e++677ySbYltbm7wx8+bN49KlS6SlpXH06FE5If74xz8ihGDOnDmMHDmS48ePs2PHDgoKCuSxTZ0YGzZsIDo6Wu6iw8LCiI6OJjc3l7/97W+ANYJCVV779++XaeuKonDw4EGZCGR7fFPjhhcsWMCECRN499138fPzo66ujg8++EBGRYwePVqmRn/yySfs2rULT09PJk6cSGVlJa2trXLyqEx9tsjPzyckJITY2FhCQ0P58ssvaWpqws/Pj7y8PPz9/WloaGDEiBGMHz9eFtM9ePCgXfSJxWLh0qVLXLlyRYZ8jRw5kqioKM6ePSu5ZmyzFLOzs/ulh1VpVm2ZLf39/WlsbJTJUh4eHjz33HOyqO/IkSNZtGgRJpNJLoL5+fm4uLiQkpIid/oODg4kJyfz4YcfsmfPHhYuXEhaWhpjxoxhw4YNkoZhzZo1fPzxx+zbt49t27bR3NxMamoqgYGBbN68GWdnZ5YvXy5j2lXTVHFxMQaDgXXr1skdp6pQ29vb+3Bdq+XHYmJi6OzsxMXFhR9++IHLly/bOYTT0tJk5IwtnavFYqG2tpb3338fi8WCxWLBbDbL37bo6uoiJSWFyMhIPv30U8rLywkJCSErKwtPT09efPFF0tLSOHbsmHRoBgcH8/TTT/PRRx/J3e+tW7e4efOmdOj2pqHw8fGhpqYGJycnLBYLLi4udHR00NjYSEREBOXl5VL+Xbt2yVT7qKgomWOQnJxMcHAwFovFjlulq6uL9PR00tPTcXV1lRz2qpnkmWeekTWFv/76a8xmswydNZlMBAQEMGvWLC5fvkx+fr5d9JjZbCYpKUkmAZnNZsaMGcPatWvlXFYxb948Gfeuht8mJiZy7tw5Tpw4Ie+dek/27dtHc3Mzzc3Nkh1SRXd3NwaDgfnz5xMeHm5HRPcwIO7GVPgwMW3aNOVu4Vd3Qnp6ul2pKqPRyOzZs5k4cSLvvfeedGi98sorsniAmr6rQmUizMnJ4ciRI7z++uu4u7tz48YNOxY1wK5wbWJiIt3d3XZ2SLUIbW+4u7szYsSIPoWOAbuwOjVMKiEhgYkTJ7Jv3z6pLNTK5haLpU/Ioy0cHBxwd3e3M50sW7aMKVOmyIWssbGRd999l4SEBJ544gkZGaEiJibGbvL07l9Vrr0jU+6GSZMm4eHhwbfffsvcuXPlCeWll17i1q1bVFVVUVlZKY+utlDrYqrKISYmBrPZbLerc3JysksUU1FbW2s3XqqZSCVg0ul0dHV12T1HYDWf2E44RVFIS0uzW5SioqL6TaiyrTKv4k7PBliVqbpoLlmyBLPZjMlkwmQy2flsXFxcJDmWEEKSprW2tvYxN4A1lNRoNNplyaqp/fX19XYsl97e3ri4uHDz5s1++YO8vLwYM2aMvG8xMTFUVFTcV6TGK6+8ImO4//SnPwFWzqPnnnsOIQS///3v5cnstddeo6urS5b4u3Llil08vbqRsN24qGGn+/fvR6fTsXXrVsBa3Pn999/vs8lRw5IBWYu2N3Q6HZGRkfLkrprDKisrKS4u7hNuajAY0Ov18qe9vV0uJupmxWQy4ejoSEhICGVlZbi5ufGrX/1qwONoCyFErqIo0/r77Ce3Q7edhOqORAgha2zOmDFD2v6mT58uGRXPnTsnlUN5eTlBQUFyp2KxWOjq6uLQoUO4urri4+PDtWvXCA0NtVtt1WxBW7i6ujJlyhRZzVydMPHx8fIo1t3dzXvvvScfruzsbFlI2BYGg4GYmBip0EeNGiWJkWyxaNEiGQnj6emJm5sbubm5HDlyhBkzZlBYWEhGRgYTJ06UCl1VQLGxsTg6OrJ48WI7ha7WtAwMDKS+vl5GBZWUlODo6MiLL76Ii4sLFouFzs5Obt261YeUae3atfj5+ZGamkptbS3Lli2TFWji4+MJDQ1l586dnD59mvnz56PX64mJiaGhoYE///nPdvHW06ZNo6ysTC6E9fX1fWiSu7q6+l3oer939epVGVLZe2drizslvdiiN+kUWDcIV69eJT09XRYs+eyzz5g/fz6jRo3ir3/9q2zr5ubGCy+8gF6v5+rVq/z973+X7J2qrFlZWURFRVFfX097ezuJiYkyeQasu82PPvoIZ2dnFi5cyOHDhxkzZgzR0dGUlpb2CUO0jaO3PQHo9XocHBxkqTUVq1atYty4cbi5uVFfX09BQQFPPfUUM2bMwGKxcOjQIbskr8TERPz8/DAajRw7dozi4mKWLFnCF198wbFjx9i4caNUotHR0RQVFVFcXExoaCitra1ERUVJ7vYZM2YwadIkJk2aJMdHhcFgwGAw2NFdL126tE/GNsDp06ftlLmPj4+MEFNl9/T05Mknn8TT01OerPV6PREREVy+fFnKrJ4K9Xo9Y8aMsTPvxsTEsHbtWjuTmC3Fd2xsLNOmTePatWuUlJTIQIq7JX79GDjcu8nwguqBBuwGVlUsKpOe6vRpb2/n008/xdnZmVdffZWJEydy6tQpCgsLpUI3m82kpaVx8+ZN1q5dy5YtW2R88OrVqwHrav7mm29KJR0SEoKTkxPt7e2yTqj6AIwePZr09HS5m83IyKChoUHazEaNGkVqamqfpI6ysjI5+Tw9PdmwYQPTp0/HwcGBoKAgVq1aBVjZ88aNG0dAQADu7u7U1NRw7Ngxxo4dy+LFi1m7di2NjY2kpaXJHf6FCxeIiIjAw8ODCxcu2MU1jxgxgldeeYU1a9YQGhrKuXPnCA0NZenSpSQnJ9Pc3MyhQ4dkSTVXV1fq6upkOvuOHTtwcXHhm2++wcPDg4CAADw9Pfn6669pbm5m+fLlODo6Eh4ezqRJk/j2229lUo7FYuHAgQPodDpeffVVyVRnMpl46aWX0Ol0zJo1i+3bt0u/weTJk/H19UWn07FixQq2b98uf1JSUvDw8MDd3V0mcYSGhvLGG2/wb//2b7z11lu8+eabLF++vM+ztXnzZnbs2CH7ev7553F1dbVrM2/ePH75y1+SkpICwPPPP091dTXp6ek89thjLF++nMjISLy9vcnMzCQgIEAq65iYGPk81tTUEBISIotUgNXxuG/fPry9vUlKSmL9+vXcvn2b1NRUu4Xo5MmTVFZWsmrVKqZOncqcOXOorKxEr9ezbds23njjjT7fLT4+ntdee40333yTxYsXA1bTx4oVK1AUxY5jJTs7W9JKq/MqKiqK1tZWdu/eTV5eHhEREURGRkqqgIiICAoLCykqKiIxMZG4uDgWLlwomUfVvIpZs2bh7e3NyZMn5TMQGxsr/Uzqol5XV8eePXswGo38/Oc/x8vLi+bmZhITE+XYg7UgfO9ck2+++UbmL4A18unmzZvo9XrJ4AjWxU3lalHvT0tLC3PmzOG1116z6/P111/nF7/4BSNHjsTR0ZGXX35Zbor2798v5VbDZtVQUHVDFBYWhr+/vzTL2VaDepAYkEIXQjwlhCgWQpQKIX7dz+fOQog9PZ9nCSFCH7SgKtTdUWhoKBkZGRw/fhxFUSguLiYgIAC9Xi8rs5hMJvbs2UNbWxspKSno9XpWrlxJYGAgBw4ckM6izMxMLl26REJCAuHh4TJ0ymKxsHfvXvR6PaGhoZw+fZqcnBxmzZrFM888w7Zt2+js7GTnzp20tbVRWVmJr68vK1askDUUm5ubOX36NNHR0VLBJCYm4uvry549e+Si1NjYSGpqKj4+PsTFxclkns8++wyDwcDGjRuJjY3lqaeeoqioiKNHj6IoCp2dnezduxdXV1eSkpJkaNX8+fMpKCggJyeHq1ev0tLSwtixY/n000/5/PPP5URZv3493d3dnD9/nq6uLvbu3StrU6oLyYIFC2SlJLDGHe/fv5/AwEBWrVqF0Whk/fr11NfXk5qayu3bt2lpaSEjI4MpU6bIUC+wni6cnJw4fPgwiqJw5swZbty4wbJly2Tdx7lz53L+/Hm+/PJLGW6mFkCeOnUqq1atYuvWrbi7u7Nr1y65i29ra2Pnzp3cvn2bLVu2sGjRIhYtWsTly5fl9VQ2x6NHjxIYGMivf/1rXnjhBZydnTly5AhOTk74+vpiMBg4ceIEHR0dJCUl8dZbbzF58mSZ8q4e1UtLS/nHP/5BVFSUzIkQQjBz5kyqqqooLCzk8uXLzJw5k/Xr15OSkkJ7ezsffvghp0+fJioqipKSEjo7O9m3bx9dXV3SkarW1rx+/bpMYf/+++/JyMggLi5OnvASEhIICgri8OHD1NfX09raioODA48//jibNm3Cy8uLr7/+mpMnT9Le3i4ze+vq6vjkk0/o7Oxk8+bNxMbGkpycLOsGmM1miouL8ff3p7Kykr/85S9cu3aNZcuWsWnTJuLj42Ui2fXr1zlx4oTdc67WEjh+/LjcYLm5uTF//nxu3rwpNy9qwfampiaKiopoa2tj9+7djBgxgk2bNuHt7c2mTZswm83s3r1b3u/4+HhaWlrYu3evVKjfffcd6enpTMz6E74AAAvaSURBVJo0SbKsrl69Gi8vL7vC42oAQG5uLiUlJfj6+kozaEZGhtzFq6fkW7ducenSJYqKipg/f77kil+0aBGFhYUcOHAAi8Uiw57j4uIYN26czHtQaSbUufCweF3uGeUihHAEjgGLgf8A3n3nnXe+efvtt2VBynfeeed/AHpFURa98847bcArb7/9dmr/PVrxY9kWN27ciBCCrKwsGhoaKC0tZdq0aYSEhGA2m8nPz+fixYvU1tayZs0aaWtVy8upTj6wKqjIyEjJWQJI00tmZiYmk4na2lquXbvG1KlT5Y338PCQTprvv/+e69evExUVxdSpU2lpaSE3N5fy8nLa29vZuHGjZM0LCgoiMTGRoqIisrOzURSFmpoamdBw69YtSktLuXDhAi4uLmzbtk1OwsDAQLq7uyWLpBo7u2nTJsk0CNYolKqqKnJycrh+/TodHR1UVFTQ1NTEwoULWbZsGW5ubvj4+FBWVkZRURGVlZXcuHGDlJQUWTdRvWZNTQ3Z2dn4+Phw8OBBXFxcePrpp6VD0mAwyCgQdefl6uoq672qUGOP1dJ+mZmZTJgwwS6EKzQ0VEaZmEwmampqKCsrkzS6Dg4OODk5SbbMvLw8wsLC2Lt3L83NzWzdulXG/wYFBcmIELUqT2pqKgEBAWzZsgVnZ2dJYJWbm0thYSFjx45l//79VFRUsHr1alkRKDIykubmZrKysrhy5QqKolBeXi7jnm25741GIzk5OTIhafXq1fKZmjJliuQ4qa6ulk7nH374gZUrV9r5Bfz8/GhvbycrKws3NzeOHTuGj48P69atkydMIQTh4eGcO3eOsrIyysrK6OjoICUlBX9/f1kDNTc3l3PnzmGxWKirq+PChQuYTCY2bdokibV8fHxkKbbr169TUVFBW1sbhYWF+Pn5sWXLFslNpJZ1LCkpobCwUCbMqfdblSs/P18q9Pj4eEaPHk1JSYnMdVi8eDE+Pj5cvHiRGzduUFhYSGNjI1u3bpUx4iqNb1ZWlvQPLF26VIZwtra2Sqf6hAkTSEpKkhuQOXPm4OnpSXZ2NmVlZfj5+ZGcnMy1a9c4e/YsTU1NxMbGEhMTQ1NTE7m5uZSWlhIYGMjTTz8taaYvXryIv78/K1askHoiKCgInU5HZmYmDQ0NFBcXM2rUKOLj42XkU0NDA2fOnCEkJIRNmzbx3XffPTS2xXs6RYUQs4C3FUVZ3PP3mwCKovyHTZsvetpkCCFGADWAUblL5/+sU/TkyZOcOXOG8PBwSbOpIiwsDF9fX0wmk53TSq0ybova2lo7R1xsbGy/Huje/BTTp0/vE81w9epVO6fnjBkzJI9DbxnU/mbMmEFra6sdtYCvry9hYWH9fqd7ydXfd+zo6LArZgDWJCpbNkhA1oO8W1+26dKAHP+7yeXq6srEiRP7tFEUxY5fZPLkyXJhuFMbsNrVbW2VYF3gbetNGo3GfidK7/Hq735XVVXZZbv2J39/cj3++ON2i1Z/1+xvTIuKivqQNvXXzmw22/G39HcPwbp7V2POhRBMnz7d7vP6+vo+Zj5PT88+vpzesquIi4uTi0h/7UJCQvD39+/zf2roIPz3/LGdM73nBlgdsipHjy3y8vKkKVO9h71ljYuLQwgh71N//au1AVTHckBAgCwpqG701Pds/y8iIgJvb+8+ctm2cXJyYsqUKVgsFruQYfU5ycrKwmg0smPHjj79DAR3c4oORKEnA08pivJ8z99bgRmKovzcps2lnjY3ev6+0tPmZq++XgReBAgODp7aO3Z8IDh48KBULM7OziiKYhdd4OzsjNlslp5oJyenPgpYha0j6E7hRLaONJVnfaB93e29gbS5m1z/zHe8UzvbMbzf7/gw+7Lln75bu/uV68f29SDl6h1d8mP6Gki7gY7DgxyvO7UbyFwYSF+2c8HR0ZERI0bc93xU37P93j9WLtu+HBwc5KKvtvvNb35zx77uhmET5aIoyn8C/wnWHfo/08fq1aulo9KmXzvbICBTrXuXgOuNpqamfr3ktmhra8PFxeWefd26dYuRI0dKpdnd3Y3JZLKLirBYLH2UnJpWrv6fahtX2Q3vBJPJhMViuWe7urq6fnfTtujs7JR0w3fDQMbr9u3bdHV19YkG6Y3m5maZTn+3vkwmk9297Q+NjY0YDIa7tlH5tu/V10C+o1oj1Tb6pD+oxFN3WtjA+h3b29vvec2BytXR0XHX76goCi0tLXh6et5xIwDW8Wpra7vnNVtaWvDw8LhrX2qUkS3pmJpEZDs2A+lLURRMJpPdqa69vb0Pd7miKNJvYtvO1dVV9q9Gbdk6v7u6ulAUxW4utLa24ubmdtf7qMpv+0yYTCY7Zf6w8ZMzuWjQoEHDvzLutkMfSJRLNjBOCBEmhHACUoBDvdocAp7peZ0MnLqbMtegQYMGDQ8e9zS5KIrSLYT4OfAF4Aj8TVGUAiHE/wZyFEU5BPwXsFMIUQo0YFX6GjRo0KBhEDEgG7qiKEeBo73e+3eb153AugcrmgYNGjRouB/85DJFNWjQoEFD/9AUugYNGjQ8IhgytkUhRB1w/4HoVvgAN+/ZavAxXOWC4SubJtf9QZPr/vAoyhWiKEq/cchDptB/DIQQOXcK2xlKDFe5YPjKpsl1f9Dkuj/8q8mlmVw0aNCg4RGBptA1aNCg4RHBT1Wh98s0NgwwXOWC4SubJtf9QZPr/vAvJddP0oauQYMGDRr64qe6Q9egQYMGDb2gKXQNGjRoeEQwrBX6cCp9d59ybRNC1AkhLvT8PD9Icv1NCFHbw0/f3+dCCPFuj9z5QojHh4lcTwohmm3G69/7a/eAZQoSQqQLIQqFEAVCiF/002bQx2uAcg36ePVc10UIcVYIkdcj2zv9tBn0OTlAuYZqTjoKIc4LIQ7389mDHyuVM3i4/WAlArsChANOQB4wvlebHcD7Pa9TgD3DRK5twP8dgjGbBzwOXLrD50uBfwACmAlkDRO5ngQOD/JYjQYe73ntAXzfz30c9PEaoFyDPl491xWAe89rHZAFzOzVZijm5EDkGqo5+Utgd3/362GM1XDeoU8HShVFKVMUpQv4DFjVq80q4OOe16nAAnE3ZvzBk2tIoCjKN1jZLu+EVcDfFSsyAS8hxOhhINegQ1GUakVRzvW8bgUuA71LsQ/6eA1QriFBzzi09fyp6/npHVUx6HNygHINOoQQgcAy4K93aPLAx2o4K/QxwHWbv2/Q98GWbRRF6Qaagb4F/wZfLoC1Pcf0VCFE0EOWaaAYqOxDgVk9R+Z/CCEmDOaFe466U7Du7GwxpON1F7lgiMarx4RwAagFjiuKcscxG8Q5ORC5YPDn5P8B3gAsd/j8gY/VcFboP2WkAaGKokwCjvPfq7CG/nEOKz/FZOBPwMHBurAQwh3YB7yqKErLYF33XriHXEM2XoqimBVFiQUCgelCiMcG69p3wwDkGtQ5KYRYDtQqipL7MK/TG8NZoVcCtqtoYM97/bYR1tJ3eqB+qOVSFKVeURS1YuxfgakPWaaBYiBjOuhQFKVFPTIrVu59nRDC52FfVwihw6o0dymKsr+fJkMyXveSa6jGq5cMTUA68FSvj4ZiTt5TriGYk08AK4UQ5VjNsvOFEJ/0avPAx2o4K/ThWvrunnL1srOuxGoHHQ44BDzdE70xE2hWFKV6qIUSQvirtkMhxHSsz+VDVQI91/sv4LKiKL+/Q7NBH6+ByDUU49VzLaMQwqvn9UhgIVDUq9mgz8mByDXYc1JRlDcVRQlUFCUUq444pSjKll7NHvhYDahi0VBAGaal7wYo1/8UQqwEunvk2vaw5QIQQnyKNQLCRwhxA/gNVgcRiqK8j7Xq1FKgFLgF/GyYyJUMbBdCdAMdQMogLMxPAFuBiz22V4D/BQTbyDUU4zUQuYZivMAagfOxEMIR6yLy/xRFOTzUc3KAcg3JnOyNhz1WWuq/Bg0aNDwiGM4mFw0aNGjQcB/QFLoGDRo0PCLQFLoGDRo0PCLQFLoGDRo0PCLQFLoGDRo0PCLQFLoGDRo0PCLQFLoGDRo0PCL4/2i/KgypmEc7AAAAAElFTkSuQmCC\n","text/plain":["
"]},"metadata":{"tags":[],"needs_background":"light"}}]},{"cell_type":"markdown","metadata":{"id":"-le1iA8u3fS-"},"source":["**Define finite element approximation spaces**"]},{"cell_type":"code","metadata":{"id":"uWeyBcYXuaPq","executionInfo":{"status":"ok","timestamp":1622567262950,"user_tz":-120,"elapsed":14,"user":{"displayName":"Josephine Thuvander","photoUrl":"","userId":"07053203519756350584"}}},"source":["# Generate finite element spaces (for velocity and pressure)\n","V = VectorFunctionSpace(mesh, \"Lagrange\", 1)\n","Q = FunctionSpace(mesh, \"Lagrange\", 1)\n","\n","# Define trial and test functions \n","u = TrialFunction(V)\n","p = TrialFunction(Q)\n","v = TestFunction(V)\n","q = TestFunction(Q)"],"execution_count":148,"outputs":[]},{"cell_type":"markdown","metadata":{"id":"OKzE7v-B3o9R"},"source":["**Define boundary conditions**"]},{"cell_type":"code","metadata":{"id":"WAsDDvdKujQT","executionInfo":{"status":"ok","timestamp":1622567263318,"user_tz":-120,"elapsed":379,"user":{"displayName":"Josephine Thuvander","photoUrl":"","userId":"07053203519756350584"}}},"source":["# Define boundary conditions \n","class DirichletBoundaryLower(SubDomain):\n"," def inside(self, x, on_boundary):\n"," return on_boundary and near(x[1], 0.0)\n","\n","class DirichletBoundaryUpper(SubDomain):\n"," def inside(self, x, on_boundary):\n"," return on_boundary and near(x[1], H)\n","\n","class DirichletBoundaryLeft(SubDomain):\n"," def inside(self, x, on_boundary):\n"," return on_boundary and near(x[0], 0.0) \n","\n","class DirichletBoundaryRight(SubDomain):\n"," def inside(self, x, on_boundary):\n"," return on_boundary and near(x[0], L)\n","\n","class DirichletBoundaryObjects(SubDomain):\n"," def inside(self, x, on_boundary):\n"," return on_boundary and (not near(x[0], 0.0)) and (not near(x[0], L)) and (not near(x[1], 0.0)) and (not near(x[1], H))\n","\n","dbc_lower = DirichletBoundaryLower()\n","dbc_upper = DirichletBoundaryUpper()\n","dbc_left = DirichletBoundaryLeft()\n","dbc_right = DirichletBoundaryRight()\n","dbc_objects = DirichletBoundaryObjects()\n","\n","# Examples of time dependent and stationary inflow conditions\n","#uin = Expression('4.0*x[1]*(1-x[1])', element = V.sub(0).ufl_element())\n","#uin = Expression('1.0 + 1.0*fabs(sin(t))', element = V.sub(0).ufl_element(), t=0.0)\n","uin = 1.0\n","bcu_in0 = DirichletBC(V.sub(0), uin, dbc_left)\n","bcu_in1 = DirichletBC(V.sub(1), 0.0, dbc_left)\n","bcu_upp0 = DirichletBC(V.sub(0), 0.0, dbc_upper)\n","bcu_upp1 = DirichletBC(V.sub(1), 0.0, dbc_upper)\n","bcu_low0 = DirichletBC(V.sub(0), 0.0, dbc_lower)\n","bcu_low1 = DirichletBC(V.sub(1), 0.0, dbc_lower)\n","bcu_obj0 = DirichletBC(V.sub(0), 0.0, dbc_objects)\n","bcu_obj1 = DirichletBC(V.sub(1), 0.0, dbc_objects)\n","\n","pin = Expression('5.0*fabs(sin(t))', element = Q.ufl_element(), t=0.0)\n","pout = 0.0\n","#bcp0 = DirichletBC(Q, pin, dbc_left) \n","bcp1 = DirichletBC(Q, pout, dbc_right)\n","\n","#bcu = [bcu_in0, bcu_in1, bcu_upp0, bcu_upp1, bcu_low0, bcu_low1, bcu_obj0, bcu_obj1]\n","bcu = [bcu_in0, bcu_in1, bcu_upp1, bcu_low1, bcu_obj0, bcu_obj1]\n","bcp = [bcp1]\n","\n","# Define measure for boundary integration \n","ds = Measure('ds', domain=mesh, subdomain_data=boundaries)"],"execution_count":149,"outputs":[]},{"cell_type":"markdown","metadata":{"id":"SsQLT38gVbn_"},"source":["# **Results**"]},{"cell_type":"markdown","metadata":{"id":"lA2Lsqa84Yld"},"source":["**Define flow parameters**"]},{"cell_type":"code","metadata":{"id":"X7tupdYpuq0x","executionInfo":{"status":"ok","timestamp":1622567263321,"user_tz":-120,"elapsed":32,"user":{"displayName":"Josephine Thuvander","photoUrl":"","userId":"07053203519756350584"}}},"source":["# Set viscosity\n","nu = 4.0e-3"],"execution_count":150,"outputs":[]},{"cell_type":"markdown","metadata":{"id":"qI4ZYb5E4w5p"},"source":["**Define method parameters**"]},{"cell_type":"code","metadata":{"id":"6o3zdXWYuuFy","executionInfo":{"status":"ok","timestamp":1622567263322,"user_tz":-120,"elapsed":29,"user":{"displayName":"Josephine Thuvander","photoUrl":"","userId":"07053203519756350584"}}},"source":["# Define iteration functions\n","# (u0,p0) solution from previous time step\n","# (u1,p1) linearized solution at present time step \n","u0 = Function(V)\n","u1 = Function(V)\n","p0 = Function(Q)\n","p1 = Function(Q)\n","\n","# Define mesh deformation md, mesh velocity = md/dt\n","amp_x = 0.0\n","amp_y = 1.0e-2\n","freq = 0.1\n","t = 0.0\n","\n","# Moving cylinder\n","md = Expression((\"amp_x*sin(2.0*pi*t*freq)*sin(pi*x[0]/L)\",\"amp_y*sin(2.0*pi*t*freq-0.5*pi)*sin(pi*x[1]/H)\"), L=L, H=H, t=t, amp_x=amp_x, amp_y=amp_y, freq=freq, element = V.ufl_element())\n","\n","# Only cylinder deformation\n","#md = Expression((\"amp_x*sin(2.0*pi*t*freq)*sin(pi*x[0]/L)\",\"amp_y*sin(2.0*pi*t*freq-0.5*pi)*sin(pi*x[1])\"), L=L, H=H, t=t, amp_x=amp_x, amp_y=amp_y, freq=freq, element = V.ufl_element())\n","md = Expression((\"amp_x*sin(2.0*pi*t*freq)*sin(pi*x[0]/L)\",\"amp_y*sin(2.0*pi*t*freq-0.5*pi)*sin(2*pi*x[1]/H)\"), L=L, H=H, t=t, amp_x=amp_x, amp_y=amp_y, freq=freq, element = V.ufl_element())\n","\n","\n","# Set parameters for nonlinear and linear solvers \n","num_nnlin_iter = 5 \n","prec = \"amg\" if has_krylov_solver_preconditioner(\"amg\") else \"default\" \n","\n","# Time step length \n","dt = 0.5*mesh.hmin() "],"execution_count":151,"outputs":[]},{"cell_type":"markdown","metadata":{"id":"y0EnzPyU46PX"},"source":["**Define variational problem**"]},{"cell_type":"code","metadata":{"id":"W-bCOI6LuxFi","executionInfo":{"status":"ok","timestamp":1622567263324,"user_tz":-120,"elapsed":29,"user":{"displayName":"Josephine Thuvander","photoUrl":"","userId":"07053203519756350584"}}},"source":["# Define variational problem\n","\n","# Stabilization parameters\n","h = CellDiameter(mesh);\n","u_mag = sqrt(dot(u1,u1))\n","d1 = 1.0/sqrt((pow(1.0/dt,2.0) + pow(u_mag/h,2.0)))\n","d2 = h*u_mag\n","\n","# Mean velocities for trapozoidal time stepping\n","um = 0.5*(u + u0)\n","um1 = 0.5*(u1 + u0)\n","\n","# Momentum variational equation on residual form\n","Fu = inner((u - u0)/dt + grad(um)*(um1-md/dt), v)*dx - p1*div(v)*dx + nu*inner(grad(um), grad(v))*dx \\\n"," + d1*inner((u - u0)/dt + grad(um)*(um1-md/dt) + grad(p1), grad(v)*(um1-md/dt))*dx + d2*div(um)*div(v)*dx\n","au = lhs(Fu)\n","Lu = rhs(Fu)\n","\n","# Continuity variational equation on residual form\n","Fp = d1*inner((u1 - u0)/dt + grad(um1)*(um1-md/dt) + grad(p), grad(q))*dx + div(um1)*q*dx\n","ap = lhs(Fp)\n","Lp = rhs(Fp)"],"execution_count":152,"outputs":[]},{"cell_type":"markdown","metadata":{"id":"vFN4F231ZXKc"},"source":["**Compute force on boundary**"]},{"cell_type":"code","metadata":{"id":"-2aWCr3YZccP","executionInfo":{"status":"ok","timestamp":1622567263326,"user_tz":-120,"elapsed":27,"user":{"displayName":"Josephine Thuvander","photoUrl":"","userId":"07053203519756350584"}}},"source":["# Define the direction of the force to be computed \n","phi_x = 1.0\n","phi_y = 0.0\n","\n","#psi_expression = Expression((\"0.0\",\"pow(x[0]-0.5,2.0) + pow(x[1]-1.0,2.0) - pow(0.2,2.0) < 1.e-5 ? 1. : 0.\"), element = V.ufl_element())\n","psi_expression = Expression((\"near(pow(x[0]-xc,2.0) + pow(x[1]-yc,2.0) - pow(rc,2.0), 0.0) ? phi_x : 0.\",\"near(pow(x[0]-xc,2.0) + pow(x[1]-yc,2.0) - pow(rc,2.0), 0.0) ? phi_y : 0.\"), xc=xc, yc=yc, rc=rc, phi_x=phi_x, phi_y=phi_y, element = V.ufl_element())\n","psi = interpolate(psi_expression, V)\n","\n","Force = inner((u1 - u0)/dt + grad(um1)*um1, psi)*dx - p1*div(psi)*dx + nu*inner(grad(um1), grad(psi))*dx\n","\n","#plt.figure()\n","#plot(psi, title=\"weight function psi\")\n","\n","# Force normalization\n","D = 2*rc\n","normalization = -2.0/D\n"],"execution_count":153,"outputs":[]},{"cell_type":"markdown","metadata":{"id":"nl9EBgZU6tMZ"},"source":["**Set plotting variables and open export files**"]},{"cell_type":"code","metadata":{"id":"Xpu2R7ZMu3bO","executionInfo":{"status":"ok","timestamp":1622567263328,"user_tz":-120,"elapsed":26,"user":{"displayName":"Josephine Thuvander","photoUrl":"","userId":"07053203519756350584"}}},"source":["# Open files to export solution to Paraview\n","file_u = File(\"results-NS/u.pvd\")\n","file_p = File(\"results-NS/p.pvd\")\n","\n","# Set plot frequency\n","plot_time = 0\n","plot_freq = 20 #40\n","\n","# Force computation data \n","force_array = np.array(0.0)\n","force_array = np.delete(force_array, 0)\n","time = np.array(0.0)\n","time = np.delete(time, 0)\n","start_sample_time = 1.0"],"execution_count":154,"outputs":[]},{"cell_type":"markdown","metadata":{"id":"F_PajAPw6xdn"},"source":["**Time stepping algorithm**"]},{"cell_type":"code","metadata":{"id":"JUfvsjZPvBc0","colab":{"base_uri":"https://localhost:8080/","height":1000,"output_embedded_package_id":"1_YueYzgfdasDRWBJElVOqyicdiMdRa76"},"executionInfo":{"status":"ok","timestamp":1622567506681,"user_tz":-120,"elapsed":243376,"user":{"displayName":"Josephine Thuvander","photoUrl":"","userId":"07053203519756350584"}},"outputId":"63625717-176c-475d-b277-349d6d285fa4"},"source":["!rm results-NS/*\n","\n","# Time stepping \n","T = 30\n","t = dt\n","\n","while t < T + DOLFIN_EPS:\n","\n"," #s = 'Time t = ' + repr(t) \n"," #print(s)\n","\n"," pin.t = t\n"," #uin.t = t\n","\n"," md.t = t\n"," ALE.move(mesh, md)\n","\n"," # Solve non-linear problem \n"," k = 0\n"," while k < num_nnlin_iter: \n"," \n"," # Assemble momentum matrix and vector \n"," Au = assemble(au)\n"," bu = assemble(Lu)\n","\n"," # Compute velocity solution \n"," [bc.apply(Au, bu) for bc in bcu]\n"," [bc.apply(u1.vector()) for bc in bcu]\n"," solve(Au, u1.vector(), bu, \"bicgstab\", \"default\")\n","\n"," # Assemble continuity matrix and vector\n"," Ap = assemble(ap) \n"," bp = assemble(Lp)\n","\n"," # Compute pressure solution \n"," [bc.apply(Ap, bp) for bc in bcp]\n"," [bc.apply(p1.vector()) for bc in bcp]\n"," solve(Ap, p1.vector(), bp, \"bicgstab\", prec)\n","\n"," # Compute force\n"," F = assemble(Force)\n"," if (t > start_sample_time):\n"," force_array = np.append(force_array, normalization*F)\n"," time = np.append(time, t)\n","\n"," k += 1\n","\n"," if t > plot_time: \n"," \n"," s = 'Time t = ' + repr(t) \n"," print(s)\n"," \n"," # Save solution to file\n"," file_u << u1\n"," file_p << p1\n","\n"," # Plot solution\n"," plt.figure()\n"," plot(u1, title=\"Velocity\")\n","\n"," plt.figure()\n"," plot(p1, title=\"Pressure\")\n","\n"," plt.figure()\n"," plot(mesh, title=\"Mesh\")\n"," \n"," plot_time += T/plot_freq\n"," \n"," plt.show()\n","\n"," plt.figure()\n"," plt.title(\"Force\")\n"," plt.plot(time, force_array)\n"," plt.show()\n","\n"," # Update time step\n"," u0.assign(u1)\n"," t += dt\n","\n","#!tar -czvf results-NS.tar.gz results-NS\n","#files.download('results-NS.tar.gz')"],"execution_count":155,"outputs":[{"output_type":"display_data","data":{"text/plain":"Output hidden; open in https://colab.research.google.com to view."},"metadata":{}}]},{"cell_type":"markdown","metadata":{"id":"_4GLBv0zWr7m"},"source":["# **Discussion**"]},{"cell_type":"markdown","metadata":{"id":"6bcsDSoRXHZe"},"source":["A stabilized finite element method was implemented in FEniCS to solve the Navier-Stokes equations in 2D using an ALE finite element method. \n","\n","We study the change of drag and lift forces for a moving and a still cylinder. Below we first see the drag force and then the lift force for the moving cylinder.\n","\n","Drag force, moving cylinder.\n","![picture](https://drive.google.com/uc?id=1x0Bk2snhpGR9PROUKStMMV5NiGQgqK_g)\n","\n","\n","Lift force, moving cylinder:\n","![picture](https://drive.google.com/uc?id=1fvNGHz2QMD0a0Ju9DRYbwUMOkh9zHBHM)\n","\n","The drag force has its minimal values when full deformation is reached, and maximal values when the cylinder is non-deformed, i.e. around $y=1.0$. The lift force is negative when the deformation is below the cylinder and moves downwards. When the cylinder then turns and moves upwards and the deformations goes back, the lift force is positive until $y=1.0$, where we see a small dip followed by an increase when the cylinder then moves upwards and is deformed on the top. The lift force then levels out for a little while, followed by an decrease when the cylinder moves downwards and the deformation goes back. The minimal lift force occurs when the cylinder is around $y=1.0$ when it moves downwards. \n","\n","Below, the plots for the drag and lift forces for the still cylinder are shown.\n","The drag force scales with size the cylinder, i.e. when the cylinder is small the drag force is small, and the drag force is large when the cylinder is large. When the cylinder goes from large to small, the lift force decreases from positive to negative. When the cylinder expands it quickly generates lift force. \n","\n","Drag force, still cylinder:\n","![picture](https://drive.google.com/uc?id=1Imm60tBAab9ttBZbhPeOWHJIl_b6i6Nl)\n","\n","\n","\n","Lift force, still cylinder:\n","![picture](https://drive.google.com/uc?id=1zh1cWgsSwcrho1KSfWz_7v1YYAi8Uqfg)\n","\n","\n"]}]} \ No newline at end of file