diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index d379a8fe65476abd7dfe09419ecc7c74f2442d58..07f94d004b5fee060b2da5f52ab1356595bda314 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -307,11 +307,10 @@ build-documentation:
   stage: test
   image: i10git.cs.fau.de:5005/pycodegen/pycodegen/documentation
   before_script:
-    - pip install -e .
+    - pip install -e .[doc]
   script:
-    - mkdir html_doc
-    - sphinx-build -b html doc  html_doc
-    - sphinx-build -W -b html doc  html_doc
+    - cd docs
+    - make html
   tags:
     - docker
   artifacts:
@@ -325,7 +324,7 @@ pages:
   script:
     - ls -l
     - mv coverage_report html_doc
-    - mv html_doc public  # folder has to be named "public" for gitlab to publish it
+    - mv docs/build/html public  # folder has to be named "public" for gitlab to publish it
   artifacts:
     paths:
       - public
diff --git a/docs/source/_static/img/c_backend.svg b/docs/source/_static/img/c_backend.svg
new file mode 100644
index 0000000000000000000000000000000000000000..d7d6f50821d33c02dcfd665b94d0a9f4b56210f7
--- /dev/null
+++ b/docs/source/_static/img/c_backend.svg
@@ -0,0 +1,2916 @@
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diff --git a/docs/source/conf.py b/docs/source/conf.py
index ae9c01750e4de9143ca92826ab97c9f77c6e2d22..45546d9b7faf8f565330bf3e39ed29eeb9498363 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -29,6 +29,9 @@ extensions = [
     "sphinx.ext.intersphinx",
     "sphinx.ext.mathjax",
     "sphinx.ext.napoleon",
+    "nbsphinx",
+    "sphinxcontrib.bibtex",
+    "sphinx_autodoc_typehints",
 ]
 
 templates_path = ["_templates"]
@@ -45,7 +48,14 @@ intersphinx_mapping = {
 }
 
 # -- Options for HTML output -------------------------------------------------
-# https://www.sphinx-doc.org/en/master/usage/configuration.html#options-for-html-output
 
 html_theme = "furo"
 html_static_path = ["_static"]
+
+# NbSphinx configuration
+
+nbsphinx_execute = 'never'
+nbsphinx_codecell_lexer = 'python3'
+
+#   BibTex
+bibtex_bibfiles = ['pystencils.bib']
diff --git a/docs/source/index.rst b/docs/source/index.rst
index a62225f96fe6a31f9bddfd06ad4616bc6f6f4001..71d13a173a7844e7825c993645da9e60d6e6b62c 100644
--- a/docs/source/index.rst
+++ b/docs/source/index.rst
@@ -5,6 +5,7 @@ Welcome to pystencils's documentation!
 .. toctree::
    :maxdepth: 1
    
+   tutorials/index.rst
    api/index.rst
    backend/index.rst
 
diff --git a/docs/source/pystencils.bib b/docs/source/pystencils.bib
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/docs/source/tutorials/01_tutorial_getting_started.ipynb b/docs/source/tutorials/01_tutorial_getting_started.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..91f69948b1e06fe1604ff6fd33c94a7b6d283f71
--- /dev/null
+++ b/docs/source/tutorials/01_tutorial_getting_started.ipynb
@@ -0,0 +1,1754 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pystencils as ps\n",
+    "from pystencils import plot as plt\n",
+    "\n",
+    "import numpy as np\n",
+    "import sympy as sp"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Tutorial 01: Getting Started\n",
+    "\n",
+    "\n",
+    "## Overview\n",
+    "\n",
+    "*pystencils* is a package that can speed up computations on *numpy* arrays. All computations are carried out fully parallel on CPUs (single node with OpenMP, multiple nodes with MPI) or on GPUs.\n",
+    "It is suited for applications that run the same operation on *numpy* arrays multiple times. It can be used to accelerate computations on images or voxel fields. Its main application, however, are numerical simulations using finite differences, finite volumes, or lattice Boltzmann methods. \n",
+    "There already exist a variety of packages to speed up numeric Python code. One could use pure numpy or solutions that compile your code, like *Cython* and *numba*. See [this page](demo_benchmark.ipynb) for a comparison of these tools.\n",
+    "\n",
+    "![Stencil](../_static/img/pystencils_stencil_four_points_with_arrows.svg)\n",
+    "\n",
+    "As the name suggests, *pystencils* was developed for **stencil codes**, i.e. operations that update array elements using only a local neighborhood. \n",
+    "It generates C code, compiles it behind the scenes, and lets you call the compiled C function as if it was a native Python function. \n",
+    "But lets not dive too deep into the concepts of *pystencils* here, they are covered in detail in the following tutorials. Let's instead look at a simple example, that computes the average neighbor values of a *numpy* array. Therefor we first create two rather large arrays for input and output:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "input_arr = np.random.rand(1024, 1024)\n",
+    "output_arr = np.zeros_like(input_arr)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "We first implement a version of this algorithm using pure numpy and benchmark it."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def numpy_kernel():\n",
+    "    output_arr[1:-1, 1:-1] = input_arr[2:, 1:-1] + input_arr[:-2, 1:-1] + \\\n",
+    "                             input_arr[1:-1, 2:] + input_arr[1:-1, :-2]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "4.78 ms ± 9.53 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n"
+     ]
+    }
+   ],
+   "source": [
+    "%%timeit \n",
+    "numpy_kernel()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Now lets see how to run the same algorithm with *pystencils*."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/latex": [
+       "$\\displaystyle {dst}_{(0,0)} \\leftarrow \\frac{{src}_{(1,0)}}{4} + \\frac{{src}_{(0,1)}}{4} + \\frac{{src}_{(0,-1)}}{4} + \\frac{{src}_{(-1,0)}}{4}$"
+      ],
+      "text/plain": [
+       "Assignment(dst_C, src_E/4 + src_N/4 + src_S/4 + src_W/4)"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "src, dst = ps.fields(src=input_arr, dst=output_arr)\n",
+    "\n",
+    "symbolic_description = ps.Assignment(dst[0,0], \n",
+    "                                     (src[1, 0] + src[-1, 0] + src[0, 1] + src[0, -1]) / 4)\n",
+    "symbolic_description"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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KBYApogLAFFFBXl46LTeZkJfJSJnM2dtADkQFeXW3b1ZH63TFX21XT/uDQ7dff7bU00IZ46MPqtyJpKul7/Sajfdoc0QtsRqz8VB5WKkAMEVUAJjifSrIaf+1k0Z9zBVv9lyEmaCSEBXkRDBQDC5/MCYDe3do/7KYup/ZXOqpoMwRFYzKc111btmk8LxFpZ4KKgCXPxhV78tPKzx/idz+vlJPBRWAlQryyvT26OTzjym2emOpp4IKQVSQV9e2+zVx1d3yR/N/uj4wjKggp8T+PUq8964abmor9VRQQdhTQU4Du9/S4OEOHVjVLElyT8clf0CpTz7S1I1bSjw7lCuigpwaVtypaMvNZ74+8aONCk6bpUm3ry/dpFD2iApy8oXr5Auf/bQ3X6hWvtoI+yvIi6hgzLjkwViwUQvAFFEBYIqoVLmw8Ssg5ONPeFQ7olLlogFHTUG7EMypHfm3l1FdiEqVcxxHrU02H/+4IOrXNOulDyoOrwDouzPDuqx2fC+FqN/RvZfzx8bAB1/jc12Drn56NKl/6xrU4QFXg2N4VfglTQ45aplUoz+eHtLcCJc+ICoAjHH5A8AUUQFgiqgAMEVUAJj6f6FlTdxpaRhDAAAAAElFTkSuQmCC",
+      "text/plain": [
+       "<Figure size 300x300 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.figure(figsize=(3,3))\n",
+    "ps.stencil.plot_expression(symbolic_description.rhs)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Here we first have created a symbolic notation of the stencil itself. This representation is built on top of *sympy* and is explained in detail in the next section. \n",
+    "This description is then compiled and loaded as a Python function."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "kernel = ps.create_kernel(symbolic_description).compile()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "This whole process might seem overly complicated. We have already spent more lines of code than we needed for the *numpy* implementation and don't have anything running yet! However, this multi-stage process of formulating the algorithm symbolically, and just in the end actually running it, is what makes *pystencils* faster and more flexible than other approaches.\n",
+    "\n",
+    "Now finally lets benchmark the *pystencils* kernel."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def pystencils_kernel():\n",
+    "    kernel(src=input_arr, dst=output_arr)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "987 µs ± 5.12 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)\n"
+     ]
+    }
+   ],
+   "source": [
+    "%%timeit\n",
+    "pystencils_kernel()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "This benchmark shows that *pystencils* is a lot faster than pure *numpy*, especially for large arrays. \n",
+    "If you are interested in performance details and comparison to other packages like Cython, have a look at [this page](demo_benchmark.ipynb).\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Short *sympy* introduction\n",
+    "\n",
+    "In this tutorial we continue with a short *sympy* introduction, since the symbolic kernel definition is built on top of this package. If you already know *sympy* you can skip this section. \n",
+    "You can also read the full [sympy documentation here](http://docs.sympy.org/latest/index.html)."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import sympy as sp\n",
+    "sp.init_printing()  # enable nice LaTeX output"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "*sympy* is a package for symbolic calculation. So first we need some symbols:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "sympy.core.symbol.Symbol"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "x = sp.Symbol(\"x\")\n",
+    "y = sp.Symbol(\"y\")\n",
+    "type(x)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The usual mathematical operations are defined for symbols:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/latex": [
+       "$\\displaystyle x^{2} \\left(x + y + 5\\right) + x^{2}$"
+      ],
+      "text/plain": [
+       " 2                2\n",
+       "x â‹…(x + y + 5) + x "
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "expr = x**2 * ( y + x + 5) + x**2\n",
+    "expr"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Now we can do all sorts of operations on these expressions: expand them, factor them, substitute variables:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/latex": [
+       "$\\displaystyle x^{3} + x^{2} y + 6 x^{2}$"
+      ],
+      "text/plain": [
+       " 3    2        2\n",
+       "x  + x â‹…y + 6â‹…x "
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "expr.expand()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAHsAAAAXCAYAAAAr8TBeAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/bCgiHAAAACXBIWXMAABJ0AAASdAHeZh94AAAFMklEQVR4nO2afazWYxjHP+eUkTIviQxhXsLMmqQOlV6czmiUxkZblF42imhFefv6Mi9Jb0irZTrzT6hGpVWysAo7KJVVf1DUHCtURoV0/HH/nvb4nd9zTj1vJ+t8t2fX89zXfd/X9buv33293PdTUlNTQyOODTTNZbDtcUA/oC3wJ/AZME7Shjzo1og8ozTH8d2A14BrgR7AAWC57dNynLcRBUBJPt247RbAHqCvpIUJ/ErgRuACSX/kTXAjasF2e+ALYKikWZCjG0/ASQRvsStBeAdgADC60dDZw3ZPYARQBpwK/AKsB6ZKWpzqJ+lL2+8Cz9ieI+n3XN14HFOBtcCnCbxngd+A6XmWeczA9ovAcuBqYAEwEXgfaEUIqXE8D7QGHoA8unHbk4A7gM6SvovxLgE2AbMkDcuLwPr1GQi8AXSX9FExZNaFXPWxPRSYCVQCwyT9FeMfJ+nvhHEbgROBC5rGGMuAcuA2SfPS2ksiRe8GxksaGxs3mWDo7nFDR7gHKAHeyvAgWcktBGyPIuyY0ZImJvDbAuuAzyV1LbQ+kczjCZ7xBxIMDZBk6AhzgKeA8rgbHwMcJPj5JmntLxEWfGaCoacCdwI9JG3KIPAG4B9CaZaEI5ZbQKyKaKcM/FeAJoS4WSyUE1z1fOCg7d62H7E90nZZPWNTz/NfY0v6GngTuIyQTGH7UWAU8DZwb3p/29OAQUB/YJft1tGnRVqf5kA7YGOmxOxI5RYYXwH7gI5xhu3bCQs/TdK6IurUIaL7gTXAIuAFYAqw2vbHtltlGFsV0a5JCdoT0aSyPYLgPpYCAyQdjPW9j5CBfwhUp31Gp/U5m7ATqut5oCORWzBE7rAKONf2Wan26KWdBOwAniyWPhHOiOgYoAboQlj3K4FlQFfgnaSBkvYQ1rVNrdJL0jbbU4CxBJe1GuiXIU6UHIaiLSNaqxzLVm4ctrcC52Vgr7Adb6uUNLCOKVcRFrCM4DohGPgcYFC0gMXUJ7UpDwC3SNoa/V5v+1ZgM3C97TJJSZXQr8CZmersnWnfB0vaW4ci9WFfRE84jL7Zyp0CnBJrawf0IWSvW2O8tfXMl4pzHYH5ti8FHiKUlJUNoM/uiK5JMzQAkvbaXgoMBq4huextBuyrZWzb/QmJ0U+EGm0kucXMHRFtWVenXORKmpIw30DC4s7OotRZTXCXqSTtVUIoGi6p3lq1APpsjujuDPyU12yWILeU8OJtKY0xbgJmAxsI8WAzMCQqN7JFNWHHZpyjQHKzhqRdwEagffQS9gRmSFrTEPoQcqIa4PLIeHFcEdEtCby2hLJ37aGBtjsDc4HtQIWkncDjhCPV8dlqGe2ET4DTbV8U5xdKbh6wEmgOzAB+Bh5rKEUkfQ8sBNoQPN4h2O4FVBB2/ZKE4SnvtKI0GtCOkM7vAcolVUdC5hIO0/vY7pKDvqmDkoqYooWWmwtScbsF4dq2zgSzCBgObAMm2V5ue4LtucBiwhnGkAyJY6+I/15ptNuWENxEhaRvY53HRXRCDorOI8Tuu1INRZKbC1IusQp4vYF0OARJ24H2hPzhYsIO70bY8delnzymYPtkoC+wSNK2vF5x1oXojw7PAVc1YOw7bNheAPQGOkmqqq//0Qjb9wMvA10krcz3rVddmEw42326iDKzQpSU3QxM/x8buhnBO86TtBLyf5+dEZL22x4AdLfd/Gi707bdhnDseyEh3HwDPNygSuWG8wm3ZLNTDUVz40c7bA8jZN67gQ+AByX92KBK5RmNxj6G8C8PHDfc7bZAEwAAAABJRU5ErkJggg==",
+      "text/latex": [
+       "$\\displaystyle x^{2} \\left(x + y + 6\\right)$"
+      ],
+      "text/plain": [
+       " 2            \n",
+       "x â‹…(x + y + 6)"
+      ]
+     },
+     "execution_count": 14,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "expr.factor()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/latex": [
+       "$\\displaystyle x^{2} \\left(x + \\cos{\\left(x \\right)} + 5\\right) + x^{2}$"
+      ],
+      "text/plain": [
+       " 2                     2\n",
+       "x â‹…(x + cos(x) + 5) + x "
+      ]
+     },
+     "execution_count": 15,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "expr.subs(y, sp.cos(x))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "We can also built equations and solve them"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAANAAAAAXCAYAAAB6ScF4AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/bCgiHAAAACXBIWXMAABJ0AAASdAHeZh94AAAF+klEQVR4nO2beYxdYxjGf1MSZCqEPxBbqSgSTIhYUku11dhiULGko619KQYlLdXHQ2yxjbU0FW1KUss0tqCW1FZbLUMIEjsxlkaVsS/jj+9cvXPn3HvnLufcO3p/yeTcfNv7nHPe93zf9545Tb29vTRo0KA8Vq+ks+3pwGHACOB34GVguqR3qqCtwSrGYPSnIRX23we4FdgD2Bf4C3jK9noVjttg1WQfBpk/NVVzCWd7KLACaJX0cEz9PGB/YAtJP1fNcIN+2N4ZeA04UdKcWusph2L+VA9UtISLYW3CrLY8t8L2LkAbMLURPKVj+1Ng8zzV30jaMLtA0uu2HwAutb1AUk/CEpMgrz8lje3xwN5AC7BjpOVuSROy21U7gG4AuoCXYuouA34EZlXZ5qrECqAjpjxfcFwBvAKcCVyekKYkKeRPSTODEDg9wJfANnGNqhZAtq8DRgIjJf2dU7c1MAaYI+nXatksomcScCcwStIzadgsRJX0/CDp4oE2lvSq7feBk21fKemfUozV8hoW8qeUOJsQOB8SZqLFcY36BJDtJ4CxwHhJnVnlTYQLORG4StK0nH7XA0cRLvTHMXaOA5qAe+JElGs3CWyfA1xLWGpeG1M/AngbeEXSXknrqQILgIsJ13dRmoYT9KfEkfRfwNjO2y43C3ce8A9h3bxaVvk1hJOdHXOyNwBHA/tKej+PnTHA34S0ZBwl202QJdFxtzz1NwGrAVPSkdOHNWxPsH2B7bNsj8q5XnFkzmds0uJiSMqf6oY+M5Ckt2zPJ5xcGzDX9gXAOcC9wKnZ7W3fErVrBZbbzmxkezKbVtvNhI3Ye/mSB6XaTZg3gF+BXXMrbB9BcMQbJb2doqYMGwLzc8o+sT1Z0rN5+iyNjqnPlkn4Uxy224F1S5DWJemBEtrnJe490EXAb4BsTyFs/hcBbTFr6NMI2Ymnge6sv6lZbTYmPLG7i2gpxW5iSPqT4HSb2t4oUx49CK4DvgVmpqUnizuB0YQgaga2B24HhgGP2d4xrpOkFYTrulk6MvtRbX+Kox1QCX+tFZ7Tf/RLIkj6wnYHMI2wXHkROEzSHzFtmwZgY/3oWDAVWYrdXIqkeBfHrGHnSZpUYMglhCf27sDCqGwmsAkwOXLKNPUgKbfTO8AptnuAcwn7nEPzdP8e2KDQ+ElohkT8Kc7GsHL6VYN8Wbjvsn4fL+mXCmxksm5rDqBtuXY76D+FtwCHAPOAT3PquoqMl9k37AostL0NISvzUjRe2noKcRshgAot0dZi5X3IRwfJaa6mP9UV/QLI9jGETd7XhOXCWVS2B/k2Oq5fqFEldiV1xIw3iXDz55aRgn0R6GVlIuFmwjL0dElF/3UjAT2FyDhnc1yl7SGEwPik0CBJaU7An+JstFMPeyDbBwBzCcuDHYAPgBOi1G25dBNuct4xErJbNpKWA+8BO0cOMBq4XdKbtdBThEyQ50v3jiC8QuhKRU0WKd7Xdmq9B7I9Erif8PJonKTvbM8A7gOuKteopF7bzwGH295K0ofZ9UnZrQIvANsRNurLgAtrpAPb2wKf52YxbQ8jzI4Ad+Xpngmw2BeBSZHmfa35Hsh2C/AI4V9FxkrqjoTdb/s14BDbe0p6vkw7ncDhwDjCm11SslsJS4CTgKHA2dGsVCuOBM6NHkSfAT8Bw4EDCXvLRwnLpDj2I7yDezAFnUDd39cBYbuVlUGeSafvbntu9HuZpKlDbG8FPE5Y84+T9FHOWNOj49UV6Okk7IWOzRKYht1KyOwZlgJ31EhDhsUEhxwOHEN4j7I3YZacCBwUl9WyvQ7BCR6R9EUaQgfBfR0oLYRrO5Hw4AfYMqtsPFT5c4ZCRB9LXQ7sVKd7iT7YfojwhN9N0tJi7esR22cANwJ7Snqh1nr+j1T6QV0pXA98DlySos2yiBIHBwOzBnHwrEV42nc2gic5qv05Q14k/Wa7DRhlu7nevgmyvRlheTScsNR8Fzi/pqIqYxgwm5AFa5AQqS3h6h3bJxEybj8ATwLtkr6qqagGdU8jgBo0qIB/Ad9c+OybHFICAAAAAElFTkSuQmCC",
+      "text/latex": [
+       "$\\displaystyle x^{2} \\left(x + y + 5\\right) + x^{2} = 1$"
+      ],
+      "text/plain": [
+       " 2                2    \n",
+       "x â‹…(x + y + 5) + x  = 1"
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "eq = sp.Eq(expr, 1)\n",
+    "eq"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/latex": [
+       "$\\displaystyle \\left[ - x - 6 + \\frac{1}{x^{2}}\\right]$"
+      ],
+      "text/plain": [
+       "⎡         1 ⎤\n",
+       "⎢-x - 6 + ──⎥\n",
+       "⎢          2⎥\n",
+       "⎣         x ⎦"
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "sp.solve(sp.Eq(expr, 1), y)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "A *sympy* expression is represented by an abstract syntax tree (AST), which can be inspected and modified."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/latex": [
+       "$\\displaystyle x^{2} \\left(x + y + 5\\right) + x^{2}$"
+      ],
+      "text/plain": [
+       " 2                2\n",
+       "x â‹…(x + y + 5) + x "
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "expr"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/svg+xml": [
+       "<?xml version=\"1.0\" encoding=\"UTF-8\" standalone=\"no\"?>\n",
+       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n",
+       " \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n",
+       "<!-- Generated by graphviz version 2.43.0 (0)\n",
+       " -->\n",
+       "<!-- Title: %3 Pages: 1 -->\n",
+       "<svg width=\"425pt\" height=\"260pt\"\n",
+       " viewBox=\"0.00 0.00 425.00 260.00\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
+       "<g id=\"graph0\" class=\"graph\" transform=\"scale(1 1) rotate(0) translate(4 256)\">\n",
+       "<title>%3</title>\n",
+       "<polygon fill=\"white\" stroke=\"transparent\" points=\"-4,4 -4,-256 421,-256 421,4 -4,4\"/>\n",
+       "<!-- Add(Pow(Symbol(&#39;x&#39;), Integer(2)), Mul(Pow(Symbol(&#39;x&#39;), Integer(2)), Add(Integer(5), Symbol(&#39;x&#39;), Symbol(&#39;y&#39;))))_() -->\n",
+       "<g id=\"node1\" class=\"node\">\n",
+       "<title>Add(Pow(Symbol(&#39;x&#39;), Integer(2)), Mul(Pow(Symbol(&#39;x&#39;), Integer(2)), Add(Integer(5), Symbol(&#39;x&#39;), Symbol(&#39;y&#39;))))_()</title>\n",
+       "<ellipse fill=\"none\" stroke=\"black\" cx=\"136\" cy=\"-234\" rx=\"28.7\" ry=\"18\"/>\n",
+       "<text text-anchor=\"middle\" x=\"136\" y=\"-230.3\" font-family=\"Times,serif\" font-size=\"14.00\">Add</text>\n",
+       "</g>\n",
+       "<!-- Pow(Symbol(&#39;x&#39;), Integer(2))_(0,) -->\n",
+       "<g id=\"node2\" class=\"node\">\n",
+       "<title>Pow(Symbol(&#39;x&#39;), Integer(2))_(0,)</title>\n",
+       "<ellipse fill=\"none\" stroke=\"black\" cx=\"98\" cy=\"-162\" rx=\"29.8\" ry=\"18\"/>\n",
+       "<text text-anchor=\"middle\" x=\"98\" y=\"-158.3\" font-family=\"Times,serif\" font-size=\"14.00\">Pow</text>\n",
+       "</g>\n",
+       "<!-- Add(Pow(Symbol(&#39;x&#39;), Integer(2)), Mul(Pow(Symbol(&#39;x&#39;), Integer(2)), Add(Integer(5), Symbol(&#39;x&#39;), Symbol(&#39;y&#39;))))_()&#45;&gt;Pow(Symbol(&#39;x&#39;), Integer(2))_(0,) -->\n",
+       "<g id=\"edge1\" class=\"edge\">\n",
+       "<title>Add(Pow(Symbol(&#39;x&#39;), Integer(2)), Mul(Pow(Symbol(&#39;x&#39;), Integer(2)), Add(Integer(5), Symbol(&#39;x&#39;), Symbol(&#39;y&#39;))))_()&#45;&gt;Pow(Symbol(&#39;x&#39;), Integer(2))_(0,)</title>\n",
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+       "</g>\n",
+       "<!-- Mul(Pow(Symbol(&#39;x&#39;), Integer(2)), Add(Integer(5), Symbol(&#39;x&#39;), Symbol(&#39;y&#39;)))_(1,) -->\n",
+       "<g id=\"node5\" class=\"node\">\n",
+       "<title>Mul(Pow(Symbol(&#39;x&#39;), Integer(2)), Add(Integer(5), Symbol(&#39;x&#39;), Symbol(&#39;y&#39;)))_(1,)</title>\n",
+       "<ellipse fill=\"none\" stroke=\"black\" cx=\"174\" cy=\"-162\" rx=\"28.7\" ry=\"18\"/>\n",
+       "<text text-anchor=\"middle\" x=\"174\" y=\"-158.3\" font-family=\"Times,serif\" font-size=\"14.00\">Mul</text>\n",
+       "</g>\n",
+       "<!-- Add(Pow(Symbol(&#39;x&#39;), Integer(2)), Mul(Pow(Symbol(&#39;x&#39;), Integer(2)), Add(Integer(5), Symbol(&#39;x&#39;), Symbol(&#39;y&#39;))))_()&#45;&gt;Mul(Pow(Symbol(&#39;x&#39;), Integer(2)), Add(Integer(5), Symbol(&#39;x&#39;), Symbol(&#39;y&#39;)))_(1,) -->\n",
+       "<g id=\"edge2\" class=\"edge\">\n",
+       "<title>Add(Pow(Symbol(&#39;x&#39;), Integer(2)), Mul(Pow(Symbol(&#39;x&#39;), Integer(2)), Add(Integer(5), Symbol(&#39;x&#39;), Symbol(&#39;y&#39;))))_()&#45;&gt;Mul(Pow(Symbol(&#39;x&#39;), Integer(2)), Add(Integer(5), Symbol(&#39;x&#39;), Symbol(&#39;y&#39;)))_(1,)</title>\n",
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+       "<polygon fill=\"black\" stroke=\"black\" points=\"163.54,-189.61 165.23,-179.15 157.39,-186.27 163.54,-189.61\"/>\n",
+       "</g>\n",
+       "<!-- Symbol(&#39;x&#39;)_(0, 0) -->\n",
+       "<g id=\"node3\" class=\"node\">\n",
+       "<title>Symbol(&#39;x&#39;)_(0, 0)</title>\n",
+       "<ellipse fill=\"none\" stroke=\"black\" cx=\"27\" cy=\"-90\" rx=\"27\" ry=\"18\"/>\n",
+       "<text text-anchor=\"middle\" x=\"27\" y=\"-86.3\" font-family=\"Times,serif\" font-size=\"14.00\">x</text>\n",
+       "</g>\n",
+       "<!-- Pow(Symbol(&#39;x&#39;), Integer(2))_(0,)&#45;&gt;Symbol(&#39;x&#39;)_(0, 0) -->\n",
+       "<g id=\"edge3\" class=\"edge\">\n",
+       "<title>Pow(Symbol(&#39;x&#39;), Integer(2))_(0,)&#45;&gt;Symbol(&#39;x&#39;)_(0, 0)</title>\n",
+       "<path fill=\"none\" stroke=\"black\" d=\"M82.94,-146.15C73.02,-136.37 59.87,-123.4 48.81,-112.5\"/>\n",
+       "<polygon fill=\"black\" stroke=\"black\" points=\"51.13,-109.87 41.55,-105.35 46.21,-114.86 51.13,-109.87\"/>\n",
+       "</g>\n",
+       "<!-- Integer(2)_(0, 1) -->\n",
+       "<g id=\"node4\" class=\"node\">\n",
+       "<title>Integer(2)_(0, 1)</title>\n",
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+       "<text text-anchor=\"middle\" x=\"99\" y=\"-86.3\" font-family=\"Times,serif\" font-size=\"14.00\">2</text>\n",
+       "</g>\n",
+       "<!-- Pow(Symbol(&#39;x&#39;), Integer(2))_(0,)&#45;&gt;Integer(2)_(0, 1) -->\n",
+       "<g id=\"edge4\" class=\"edge\">\n",
+       "<title>Pow(Symbol(&#39;x&#39;), Integer(2))_(0,)&#45;&gt;Integer(2)_(0, 1)</title>\n",
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+       "</g>\n",
+       "<!-- Pow(Symbol(&#39;x&#39;), Integer(2))_(1, 0) -->\n",
+       "<g id=\"node6\" class=\"node\">\n",
+       "<title>Pow(Symbol(&#39;x&#39;), Integer(2))_(1, 0)</title>\n",
+       "<ellipse fill=\"none\" stroke=\"black\" cx=\"174\" cy=\"-90\" rx=\"29.8\" ry=\"18\"/>\n",
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+       "<g id=\"edge5\" class=\"edge\">\n",
+       "<title>Mul(Pow(Symbol(&#39;x&#39;), Integer(2)), Add(Integer(5), Symbol(&#39;x&#39;), Symbol(&#39;y&#39;)))_(1,)&#45;&gt;Pow(Symbol(&#39;x&#39;), Integer(2))_(1, 0)</title>\n",
+       "<path fill=\"none\" stroke=\"black\" d=\"M174,-143.7C174,-135.98 174,-126.71 174,-118.11\"/>\n",
+       "<polygon fill=\"black\" stroke=\"black\" points=\"177.5,-118.1 174,-108.1 170.5,-118.1 177.5,-118.1\"/>\n",
+       "</g>\n",
+       "<!-- Add(Integer(5), Symbol(&#39;x&#39;), Symbol(&#39;y&#39;))_(1, 1) -->\n",
+       "<g id=\"node9\" class=\"node\">\n",
+       "<title>Add(Integer(5), Symbol(&#39;x&#39;), Symbol(&#39;y&#39;))_(1, 1)</title>\n",
+       "<ellipse fill=\"none\" stroke=\"black\" cx=\"284\" cy=\"-90\" rx=\"28.7\" ry=\"18\"/>\n",
+       "<text text-anchor=\"middle\" x=\"284\" y=\"-86.3\" font-family=\"Times,serif\" font-size=\"14.00\">Add</text>\n",
+       "</g>\n",
+       "<!-- Mul(Pow(Symbol(&#39;x&#39;), Integer(2)), Add(Integer(5), Symbol(&#39;x&#39;), Symbol(&#39;y&#39;)))_(1,)&#45;&gt;Add(Integer(5), Symbol(&#39;x&#39;), Symbol(&#39;y&#39;))_(1, 1) -->\n",
+       "<g id=\"edge6\" class=\"edge\">\n",
+       "<title>Mul(Pow(Symbol(&#39;x&#39;), Integer(2)), Add(Integer(5), Symbol(&#39;x&#39;), Symbol(&#39;y&#39;)))_(1,)&#45;&gt;Add(Integer(5), Symbol(&#39;x&#39;), Symbol(&#39;y&#39;))_(1, 1)</title>\n",
+       "<path fill=\"none\" stroke=\"black\" d=\"M193.41,-148.65C210.74,-137.62 236.33,-121.33 255.9,-108.88\"/>\n",
+       "<polygon fill=\"black\" stroke=\"black\" points=\"257.85,-111.79 264.41,-103.47 254.1,-105.88 257.85,-111.79\"/>\n",
+       "</g>\n",
+       "<!-- Symbol(&#39;x&#39;)_(1, 0, 0) -->\n",
+       "<g id=\"node7\" class=\"node\">\n",
+       "<title>Symbol(&#39;x&#39;)_(1, 0, 0)</title>\n",
+       "<ellipse fill=\"none\" stroke=\"black\" cx=\"102\" cy=\"-18\" rx=\"27\" ry=\"18\"/>\n",
+       "<text text-anchor=\"middle\" x=\"102\" y=\"-14.3\" font-family=\"Times,serif\" font-size=\"14.00\">x</text>\n",
+       "</g>\n",
+       "<!-- Pow(Symbol(&#39;x&#39;), Integer(2))_(1, 0)&#45;&gt;Symbol(&#39;x&#39;)_(1, 0, 0) -->\n",
+       "<g id=\"edge7\" class=\"edge\">\n",
+       "<title>Pow(Symbol(&#39;x&#39;), Integer(2))_(1, 0)&#45;&gt;Symbol(&#39;x&#39;)_(1, 0, 0)</title>\n",
+       "<path fill=\"none\" stroke=\"black\" d=\"M158.73,-74.15C148.67,-64.37 135.33,-51.4 124.11,-40.5\"/>\n",
+       "<polygon fill=\"black\" stroke=\"black\" points=\"126.36,-37.81 116.75,-33.35 121.49,-42.83 126.36,-37.81\"/>\n",
+       "</g>\n",
+       "<!-- Integer(2)_(1, 0, 1) -->\n",
+       "<g id=\"node8\" class=\"node\">\n",
+       "<title>Integer(2)_(1, 0, 1)</title>\n",
+       "<ellipse fill=\"none\" stroke=\"black\" cx=\"174\" cy=\"-18\" rx=\"27\" ry=\"18\"/>\n",
+       "<text text-anchor=\"middle\" x=\"174\" y=\"-14.3\" font-family=\"Times,serif\" font-size=\"14.00\">2</text>\n",
+       "</g>\n",
+       "<!-- Pow(Symbol(&#39;x&#39;), Integer(2))_(1, 0)&#45;&gt;Integer(2)_(1, 0, 1) -->\n",
+       "<g id=\"edge8\" class=\"edge\">\n",
+       "<title>Pow(Symbol(&#39;x&#39;), Integer(2))_(1, 0)&#45;&gt;Integer(2)_(1, 0, 1)</title>\n",
+       "<path fill=\"none\" stroke=\"black\" d=\"M174,-71.7C174,-63.98 174,-54.71 174,-46.11\"/>\n",
+       "<polygon fill=\"black\" stroke=\"black\" points=\"177.5,-46.1 174,-36.1 170.5,-46.1 177.5,-46.1\"/>\n",
+       "</g>\n",
+       "<!-- Integer(5)_(1, 1, 0) -->\n",
+       "<g id=\"node10\" class=\"node\">\n",
+       "<title>Integer(5)_(1, 1, 0)</title>\n",
+       "<ellipse fill=\"none\" stroke=\"black\" cx=\"246\" cy=\"-18\" rx=\"27\" ry=\"18\"/>\n",
+       "<text text-anchor=\"middle\" x=\"246\" y=\"-14.3\" font-family=\"Times,serif\" font-size=\"14.00\">5</text>\n",
+       "</g>\n",
+       "<!-- Add(Integer(5), Symbol(&#39;x&#39;), Symbol(&#39;y&#39;))_(1, 1)&#45;&gt;Integer(5)_(1, 1, 0) -->\n",
+       "<g id=\"edge9\" class=\"edge\">\n",
+       "<title>Add(Integer(5), Symbol(&#39;x&#39;), Symbol(&#39;y&#39;))_(1, 1)&#45;&gt;Integer(5)_(1, 1, 0)</title>\n",
+       "<path fill=\"none\" stroke=\"black\" d=\"M275.19,-72.76C270.58,-64.28 264.84,-53.71 259.68,-44.2\"/>\n",
+       "<polygon fill=\"black\" stroke=\"black\" points=\"262.61,-42.27 254.77,-35.15 256.46,-45.61 262.61,-42.27\"/>\n",
+       "</g>\n",
+       "<!-- Symbol(&#39;x&#39;)_(1, 1, 1) -->\n",
+       "<g id=\"node11\" class=\"node\">\n",
+       "<title>Symbol(&#39;x&#39;)_(1, 1, 1)</title>\n",
+       "<ellipse fill=\"none\" stroke=\"black\" cx=\"318\" cy=\"-18\" rx=\"27\" ry=\"18\"/>\n",
+       "<text text-anchor=\"middle\" x=\"318\" y=\"-14.3\" font-family=\"Times,serif\" font-size=\"14.00\">x</text>\n",
+       "</g>\n",
+       "<!-- Add(Integer(5), Symbol(&#39;x&#39;), Symbol(&#39;y&#39;))_(1, 1)&#45;&gt;Symbol(&#39;x&#39;)_(1, 1, 1) -->\n",
+       "<g id=\"edge10\" class=\"edge\">\n",
+       "<title>Add(Integer(5), Symbol(&#39;x&#39;), Symbol(&#39;y&#39;))_(1, 1)&#45;&gt;Symbol(&#39;x&#39;)_(1, 1, 1)</title>\n",
+       "<path fill=\"none\" stroke=\"black\" d=\"M292.06,-72.41C296.08,-64.13 301.04,-53.92 305.54,-44.66\"/>\n",
+       "<polygon fill=\"black\" stroke=\"black\" points=\"308.78,-45.99 310,-35.47 302.48,-42.94 308.78,-45.99\"/>\n",
+       "</g>\n",
+       "<!-- Symbol(&#39;y&#39;)_(1, 1, 2) -->\n",
+       "<g id=\"node12\" class=\"node\">\n",
+       "<title>Symbol(&#39;y&#39;)_(1, 1, 2)</title>\n",
+       "<ellipse fill=\"none\" stroke=\"black\" cx=\"390\" cy=\"-18\" rx=\"27\" ry=\"18\"/>\n",
+       "<text text-anchor=\"middle\" x=\"390\" y=\"-14.3\" font-family=\"Times,serif\" font-size=\"14.00\">y</text>\n",
+       "</g>\n",
+       "<!-- Add(Integer(5), Symbol(&#39;x&#39;), Symbol(&#39;y&#39;))_(1, 1)&#45;&gt;Symbol(&#39;y&#39;)_(1, 1, 2) -->\n",
+       "<g id=\"edge11\" class=\"edge\">\n",
+       "<title>Add(Integer(5), Symbol(&#39;x&#39;), Symbol(&#39;y&#39;))_(1, 1)&#45;&gt;Symbol(&#39;y&#39;)_(1, 1, 2)</title>\n",
+       "<path fill=\"none\" stroke=\"black\" d=\"M302.95,-76.49C319.71,-65.42 344.35,-49.15 363.14,-36.74\"/>\n",
+       "<polygon fill=\"black\" stroke=\"black\" points=\"365.15,-39.6 371.57,-31.17 361.29,-33.76 365.15,-39.6\"/>\n",
+       "</g>\n",
+       "</g>\n",
+       "</svg>\n"
+      ],
+      "text/plain": [
+       "<graphviz.sources.Source at 0x7f41d153f050>"
+      ]
+     },
+     "execution_count": 19,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "ps.to_dot(expr, graph_style={'size': \"9.5,12.5\"} )"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Programatically the children node type is acessible as ``expr.func`` and its children as ``expr.args``.\n",
+    "With these members a tree can be traversed and modified."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "sympy.core.add.Add"
+      ]
+     },
+     "execution_count": 20,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "expr.func"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/latex": [
+       "$\\displaystyle \\left( x^{2}, \\  x^{2} \\left(x + y + 5\\right)\\right)$"
+      ],
+      "text/plain": [
+       "⎛ 2   2            ⎞\n",
+       "⎝x , x ⋅(x + y + 5)⎠"
+      ]
+     },
+     "execution_count": 21,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "expr.args"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Using *pystencils* \n",
+    "\n",
+    "\n",
+    "### Fields\n",
+    "\n",
+    "*pystencils* is a module to generate code for stencil operations. \n",
+    "One has to specify an update rule for each element of an array, with optional dependencies to neighbors.\n",
+    "This is done use pure *sympy* with one addition: **Fields**.\n",
+    "\n",
+    "Fields represent a multidimensional array, where some dimensions are considered *spatial*, and some as *index* dimensions. Spatial coordinates are given relative (i.e. one can specify \"the current cell\" and \"the left neighbor\") whereas index dimensions are used to index multiple values per cell."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "my_field = ps.fields(\"f(3) : double[2D]\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Neighbors are labeled according to points on a compass where the first coordinate is west/east, second coordinate north/south and third coordinate top/bottom. "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAC0AAAAaCAYAAAAjZdWPAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/bCgiHAAAACXBIWXMAABJ0AAASdAHeZh94AAAC/ElEQVR4nM3YT6hVVRQG8N/Vil5YYAaShBVEhET/aSDZIBLCIogGFTQoalCGJJIDJVgsqahBgYNEtOBBNYhq4uCVjooo7IG9oL9UBkVZkgXhoCjlNjjn3jbnHd87z/fepQ8O+55vr7Xvxzprr73O6fX7fV2QmTfjCVyPVXgwIsY7OS8wlszBdhk+w+P4c3HkdMMZbWRmnoencKcqqmdiW0Rsr+fHRyWwDa2i8RruwARexQnsG5Wo2TBNdGZeoRK8PyJuH72k2dGW07fU41ujFDIXDCOdmXfjzWJuT2buqX+viYgvR6psBpTp8TMSG7EcT9d8H1+PWNeM6JV1OjOX4ji+jYirSsPMXIbL6tsP8axqc/4eET+MRm6FZk6vwRg+brG9AVP1NaZ6KlPYsZgC29CsHtfV4zTREfEueostqAuakR6Inhq1kLmgLdJ9fNI0zMzl+AprI+Lw4ksjM9/AwYh4vuTLktfD1fgmIo63rLEdEwPBC9FAZeZGbMWF+BybI+L9wmQH3svMlyLijwFZpsflOFdLamTmOXgYLxf0vBqozLwHO/EMrlVVpLczc/XAJiI+xXe4v/Qt0+OUmxAbVGnzQbHghKo3Od0GagvGI2Jvfb8pM2/Do9hW2O3DfXhxQJSRnkn0OhyKiG7N9yzIzLNUaXWgMXUAaxvcJG7MzLEBMYx0RGxV5VcbLsaReav9DxdgKY42+KO4tcEdUbXGq3CY7i8BY/jr9DXOC4P9Mox0V9HHVP3IQuEYTmJlg1+JXxrc+fX464DoKnpKdcQvCCLibxzC+sbUelUVKXElfoqIYSqd6s2lif14LjNXRMRvTGuglmB1Zl6jewP1Al7JzElVVXpElbe7G3br6v8folOk63o5iXsLetYGKjMfyMx+Zl7Ssubr2IwnVSfwTdgQEd8X/mfjLuwtfbtGWi1qZ2bujoiTHRuoS/EFfmybjIhd2DWD/0P4KCIOlmTnTwgR8Y6qwF/U1Ud1KD0WESfm4FPiH2xqkr2uH2v+T/gXmdDo73n+u0IAAAAASUVORK5CYII=",
+      "text/latex": [
+       "$\\displaystyle {f}_{(1,0)}^{1}$"
+      ],
+      "text/plain": [
+       "f_E__1"
+      ]
+     },
+     "execution_count": 23,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "field_access = my_field[1, 0](1)\n",
+    "field_access"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The result of indexing a field is an instance of ``Field.Access``. This class is a subclass of a *sympy* Symbol and thus can be used whereever normal symbols can be used. It is just like a normal symbol with some additional information attached to it."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "True"
+      ]
+     },
+     "execution_count": 24,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "isinstance(field_access, sp.Symbol)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Building our first stencil kernel\n",
+    "\n",
+    "Lets start by building a simple filter kernel. We create a field representing an image, then define a edge detection filter on the third pixel component which is blue for an RGB image."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "img_field = ps.fields(\"img(4): [2D]\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAzUAAAAaCAYAAACO/nKSAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/bCgiHAAAACXBIWXMAABJ0AAASdAHeZh94AAAN6UlEQVR4nO2dfdBVRR3HP/gSmKCCjhqViEOaqKOCiWPoPCiiYzWSOamZDWpqQibjaEWZv35oviXKMwbpWAlhzpillZOZA6HjO8ZLavlOYPmWCqKMCopPf+w5cNh7zr33vJ977n5mmAv7cs6e/X532b27Z2+/vr4+mqGq/UVkXdNEJaOq04Djgb2AdcAjwDQRebLUgjlyw2neXTi9Ha1wHnHExXnGUQTOZ61R1Y+JyPoWaVrW4xYtLnAmMCJ9cXOnB5gNHAocAXwIzFfVIWUWypErPTjNu4kenN6O5vTgPOKIRw/OM4786cH5rBX7q+rRLdL00KIe+0Wt1KjqOGCCiEwLiTsfmAGcIiK3JCp+jqjqQGANMFFE7iy7PJ1O1fUGp3nWVF1zp3e5VN0f4DxSRaruG+eZzqfqHgPnsyhUdQYwR0SeaDN9Qz2GrtSo6rbAFcD0iGsd5H3+PVaJi2MQ5tlWl12QmlB1vcFpnjVV19zpXS5V9wc4j1SRqvvGeabzqbrHwPksiunALFVtuossQEM9RmX8LrBQRN6LiP8+sDfwXJs3LppeYBnwcMnlqAtV1xuc5llTdc2d3uVSdX+A80gVqbpvnGc6n6p7DJzPQhGRNcBTwKltZmmox4btZ6o6CHgRGCMiz2ZS0gJR1WuAk4CxIrK87PI48sdp3l04vdOhqpOAm4BxInJvuaXJB+cRR1ycZxxF4HzWHFU9GPgdMKLZwQFR9bhVSNoTgFVRExrvXZu/AVeLyIVW2AzgFuBi4HBgSy/8HBF5VVVHAhcB44H+wP3AZBF5MeQ+A4CpwDeAPYDXgBuAK4G3gBUisp+V51rvIceVaRZVPRKYD1wiIhcHwsdgTmsAGC4iKwJxNwNfA/YWkWcKLG5TwvS2wjPRPIneXr7SNa+T3uDaeB7UySNV9oeXryM9YlMnz0C1fVMXzyShTj5z45XsKdofIrLIewXmi8DtEWWKrMew7WcnAEua3HOU97kkJGxP4AFgA/BLzIrPROBXqvolYBEwEJgLPAt8Afh1SIG3BRYClwPvYpaYFmKMOMe7xhIrTy9wMnCEiDzdpPxF4O/vG2SFfy/w942nNajqUOCrwJ1V6iA8wvQOhqfWPIneXr6qaF4nvcG18Tyok0cq6Q8vXyd7xKZOnoGK+qZmnklCnXzmxivZU4Y/lmLmIg20qsetrMRbAGMxs80omnVMBwOHiMjj3vWmY0wzATgQOEpEHvbiPgY8DxyuqgNE5P3A9W4ADsGY5FIR6fPyzMPMGDe7v6rOwuzBmwisVtVdvai1IrK2ybPkRYMJVHVP4DjgD5hyDg6knwJsDfy0mOLFolUnkYXmsfT24qqkeZ30BtfG86BOHqmcP7y4TveITZ08AxX0TQ09k4Q6+cyNV7KnDH8sAU6xA9upR3ulZg9gO2BFk5uNAtZiZrHBMIBJvlkAROQd71pbAhf6ZvHi1gPPAP2AbQOFPsR7mD+KyCW+Ybw8CzAG9B/aZzKmwhcArwT+XNDkOfIkbGZ7AfAOcJX37yGwcRnzLOBREXmgsBK2T5jefjik1Dyh3lAtzeukN7g2ngd18kgV/QGd7xGbOnkGqumbunkmCXXymRuvZE8Z/lgJDFXVHa3wlvVov1Mz3PtcE3YXb9ltT+ChwOzUD1suIneHZBsGrAJujYh7R0TeDIRN8T5/ElYG4E3g05gTDwAQkX4RactiDfARnglUdRfM3ste4D9eGn+57lRgJ+CctDdV1RWYOm2X34jI15tcr0FvKzwLzWPrDZXTvBS9vXutIGfNXRvPhCr2CQtV1Q6bKyKTmlyvkv6AWnjExvUrrl8pglr4zI1XcqMMf/hzkOGYOgXaq0d7UuMvIb0dkX5/zOrOkpCw+XZiVd3du+btIvKBFTcQGIHZ3xhkAuYhos4Y/wTwnDfDriQi0qeqa9g0sz0PM9vvxcxuYVNdnwe8QOCFKFWdBhwP7AWsw7yMNU1Enmxx6xeA91ukCfJyi/gwvYPhWWje9XoDqOrhmG8bRgNDgdNEZE4bty9Cc9fGU5JBn5DUHzOBHaywAzBbB+bSuCq/rMX1nD8KwvUrzjdFUGLfBNn6zI1XcqCk8aw/B9khbnntSU1/7/PdiPT+Et7SkLDFIelHN4k7EFMxwf2tA4CdgWXBmXYg/rPArsC9Vvhg4GngUBF5IaLsmaOqtwGPiMiMkOjVwCCvYZwD3CIiL3v5NgBDVHUCsA/wbRH5KJC3B5gNPIapo+nAfFUdKSKrosojIkdm8FhBwvQOhqfSPKneXlzhmueoN5iXC5/EvJTY8AJsFAVp3rVtPC45eiSpP2aGlHESZlIzR+If6VxJf3hxHeERG9evuH6lCKrWN0HmPnPjlRRUbDzrz0EGxH0Oe1Lj/9jmwIj0zV70C5u5jm4Sd2DItTZ4fwY3JgfMj4LaeQB+ANwVNEvKbw/8a0wGLsTMvv8JTBWR+wNJpgP3qeovxPxoUJDV3nOcBWzP5i9NvY1ZrpuKmfXfFMwoIkdb5TgVsxz3eeDOOM+QklYv3aXVPKneYGmeVu828+eiN4CI3AXc5ZWl7XLnQMe08bh0skecPzZSWJ+QBa5f2UhVfVN6v5IFrm8COmi8EpcuHM/6c5D3IuIjsQ8K8GdN20WkH4VZKvyXFbYeM1O3aTYLbjCgt/z3DDBMzdnYG1HVKcBpdh5V/TjwTczxfEH8bw/OI0HFqOqJmOW1yzDmfgj4i6ruFijvE8ByIGyPp2+CqRgzB+tsDTAGOAaYLSJRK2M+gzBarW6RLmvC9PbDU2ueRG8vLkzzVHq3k79Avcukk9p4XJxH0lM5f3hxefQJWeA8Y6icbyrUr2SB81lnjVfi0m3jWX8O8maTNKHYKzXLvc/t7YSq2h8YiVl6+9AKe1zCf/lzNLDSepnPZxRGnKes8MuBecCfVfVW4FXMMdOfwSzf7cXmpjkW6AMeDF4kg28Pzsdsz7jR+/e5qnoMZultWiDdnzBnZs+y8vsmGIx5eSrIW5h97e8DP2ujLL2Yve4Pt0iXGWF6W+FZaR5XbwjRPK3eMfIXoXcpdFobj4vzSDoq7A/IoU/Igm73DFTaN5XoV7Kg233WaeOVuHTheNafgyxvkiYUe6VmJWa1ZkRI2n0xZ08vCQlrmOWq6jBgx4i4/sDeGKNtCMaJyM3Ad4CXMJV7MqYCPsem/YzBGd5hwOKwPY5JUXM++WjgHivqHuBQK2wRcLCqbmOF+2V8TETus+L8pb15IvK/FmW5BtNovmLXVc6E6R0Mz0TzBHpDDprHIFe9S6Zr2njO1NUjVfUHdJ5HbOrqGaiubzrdM0moq8/ceCWCDh3PjgCeF5GoQ8si2WylRswpB/exadktGLcY85JP07BA3MomceswRgtFRK4DrguGefvwhmBmykGG0frklbjshDm3/DUr/DVgvBX2MuZZhmJOfQBARM4Gzg67uIj0tFMIVb0WOAkYJyKxZ6xpiNI2D81j6g35aN4uueldNl3WxvOk0h7x9mLPSZCvqv6AzvOITaU9k4YK+6bTPZOEWvrMjVea0onj2VHAwnaua2NvPwP4LXB1koulRVW3BHa0Z3uqOh74OeZM7OutbNvQKFaR+Psb7ZltKlS1FzgRY4Cns7x2VUioN5SreS56dwtZtnFVvRT4YYtbjpP4J3ylxXkkIVXtEwrwmvNMCurQrxR0X+ezhGTZN3Xb/11xxrOqugXmGO4fJ7lX2KTmDuBKVR3tzXKLZCTwmKr+FTNL3BqzV28s8DpwnIistfK8QfRpFEl5A3PKxS5W+C6YPZRB/B8dej2rm6vqLMy+xYnAalXd1YtaG/L8nUwSvSEfzdslc70BdNOZ+GC2he6mqgcAq0TkxciMnUeWbXwmcHOL+5VRd3n0Cc4f5fYJM8nXa65fSUcd+pUi7uv6puRk2TfNpDiPddp49gjgFbJaqRGRdar6I+B0wk+EyJP1mJehxgBHY37F9N/AVcA1IhL2TdxSYFKWhRCR9aq6GDgKuC0QdRTweyv5vsBLEWVLymTvc4EVriScvVaUJHpDDprHIA+9AQ5i80as3p+5lPeseZBZGxeRNzAddtXIwyPOHyX2CQV4zfUr6ej4fqWg+7q+KTmZ9U1FeqwDx7OnA5dK429utUW/vr7Gd5e85Z8FmJd5In/ssQqo6n6YF7V2lsAJFta3Bw8BV2BOdmjr2wPvCLx5GEEeBL4FnAHs4+3F9NPNATaIyBlZPI+jNWGaZ6B3W/md3sUT1cYTXMd5pKbk0SdkVC7nmYpSlX4lC5zPqksWPuuW8ayqfhLzA67jJeHBCvbpZwB4M6SzgYuSF68YxJytvQjzAlKQgzAz5KWY/YHq/X26n0BVJ6lqn6ruHnLdWzFncl+EMeRY4FjLAAOALwM32vkd+RGheSq928zv9C6BJm08Lk01buGPlvm9aziPlEBOfUIWOM9UlKL6FXA+62Yy8lm3jGcvA85MOqGB8HdqABCRZ1X1DlU9QESWJb1BQSjQq6rXi3dMnPeCVejJFgGGY36o6b9hkSIyG5jdJP8ZwKMi8kjsEjvSspnmafVuM7/Tuzwa2nhc2tC4VX/QKj84j5RJpn1CFjjPVJ4i+hVwPut2UvmsG8azqnoYcFMbJ6M1JXSlxkdE7gf+keYGRSAid2N+LOhTMbMeC0yRwI81xeQD4NyEeR0pSKi507tDSdHG45DWH+A8Uhol9QlZ4DxTEgX1K+B81tV0yP9fZfvjgSxOewt9p8bhcDgcDofD4XA4OoX/A1EFgqlLrdzJAAAAAElFTkSuQmCC",
+      "text/latex": [
+       "$\\displaystyle \\left({img}_{(1,0)}^{2} w_{2} - {img}_{(1,1)}^{2} w_{1} - {img}_{(-1,1)}^{2} w_{1} + {img}_{(1,-1)}^{2} w_{1} - {img}_{(-1,-1)}^{2} w_{1} - {img}_{(-1,0)}^{2} w_{2}\\right)^{2}$"
+      ],
+      "text/plain": [
+       "                                                                                       2\n",
+       "(img_E__2⋅w₂ - img_NE__2⋅w₁ - img_NW__2⋅w₁ + img_SE__2⋅w₁ - img_SW__2⋅w₁ - img_W__2⋅w₂) "
+      ]
+     },
+     "execution_count": 26,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "w1, w2 = sp.symbols(\"w_1 w_2\")\n",
+    "color = 2\n",
+    "sobel_x = (-w2 * img_field[-1,0](color) - w1 * img_field[-1,-1](color) - w1 * img_field[-1, +1](color) \\\n",
+    "           +w2 * img_field[+1,0](color) + w1 * img_field[+1,-1](color) - w1 * img_field[+1, +1](color))**2\n",
+    "sobel_x"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "We have mixed some standard *sympy* symbols into this expression to possibly give the different directions different weights. The complete expression is still a valid *sympy* expression, so all features of *sympy* work on it. Lets for example now fix one weight by substituting it with a constant."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/latex": [
+       "$\\displaystyle \\left({img}_{(1,0)}^{2} w_{2} - 0.5 {img}_{(1,1)}^{2} - 0.5 {img}_{(-1,1)}^{2} + 0.5 {img}_{(1,-1)}^{2} - 0.5 {img}_{(-1,-1)}^{2} - {img}_{(-1,0)}^{2} w_{2}\\right)^{2}$"
+      ],
+      "text/plain": [
+       "                                                                                           2\n",
+       "(img_E__2â‹…wâ‚‚ - 0.5â‹…img_NE__2 - 0.5â‹…img_NW__2 + 0.5â‹…img_SE__2 - 0.5â‹…img_SW__2 - img_W__2â‹…wâ‚‚) "
+      ]
+     },
+     "execution_count": 27,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "sobel_x = sobel_x.subs(w1, 0.5)\n",
+    "sobel_x"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Now lets built an executable kernel out of it, which writes the result to a second field. Assignments are created using *pystencils* `Assignment` class, that gets the left- and right hand side of the assignment."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/latex": [
+       "$\\displaystyle {dst}_{(0,0)} \\leftarrow \\left({img}_{(1,0)}^{2} w_{2} - 0.5 {img}_{(1,1)}^{2} - 0.5 {img}_{(-1,1)}^{2} + 0.5 {img}_{(1,-1)}^{2} - 0.5 {img}_{(-1,-1)}^{2} - {img}_{(-1,0)}^{2} w_{2}\\right)^{2}$"
+      ],
+      "text/plain": [
+       "                                                                                                    2\n",
+       "dst_C := (img_E__2â‹…wâ‚‚ - 0.5â‹…img_NE__2 - 0.5â‹…img_NW__2 + 0.5â‹…img_SE__2 - 0.5â‹…img_SW__2 - img_W__2â‹…wâ‚‚) "
+      ]
+     },
+     "execution_count": 28,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "dst_field = ps.fields('dst: [2D]' )\n",
+    "update_rule = ps.Assignment(dst_field[0,0], sobel_x)\n",
+    "update_rule"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Next we can see *pystencils* in action which creates a kernel for us."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from pystencils import create_kernel\n",
+    "ast = create_kernel(update_rule, cpu_openmp=False)\n",
+    "compiled_kernel = ast.compile()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "This compiled kernel is now just an ordinary Python function. \n",
+    "Now lets grab an image to apply this filter to:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "try:\n",
+    "    import requests\n",
+    "    import imageio.v2 as imageio\n",
+    "    from io import BytesIO\n",
+    "\n",
+    "    response = requests.get(\"https://www.python.org/static/community_logos/python-logo-master-v3-TM.png\")\n",
+    "    img = imageio.imread(BytesIO(response.content)).astype(np.double)\n",
+    "    img /= img.max()\n",
+    "    plt.imshow(img);\n",
+    "except ImportError:\n",
+    "    print(\"No requests or imageio installed\")\n",
+    "    img = np.random.random((82, 290, 4))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "filtered_image = np.zeros_like(img[..., 0])\n",
+    "# here we call the compiled stencil function\n",
+    "compiled_kernel(img=img, dst=filtered_image, w_2=0.5)\n",
+    "plt.imshow(filtered_image, cmap='gray');"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Digging into *pystencils*\n",
+    "\n",
+    "On our way we have created an ``ast``-object. We can inspect this, to see what *pystencils* actually does."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/svg+xml": [
+       "<?xml version=\"1.0\" encoding=\"UTF-8\" standalone=\"no\"?>\n",
+       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n",
+       " \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n",
+       "<!-- Generated by graphviz version 2.43.0 (0)\n",
+       " -->\n",
+       "<!-- Title: %3 Pages: 1 -->\n",
+       "<svg width=\"684pt\" height=\"391pt\"\n",
+       " viewBox=\"0.00 0.00 684.00 390.75\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
+       "<g id=\"graph0\" class=\"graph\" transform=\"scale(1.22 1.22) rotate(0) translate(4 472)\">\n",
+       "<title>%3</title>\n",
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+       "<text text-anchor=\"middle\" x=\"263.84\" y=\"-446.3\" font-family=\"Times,serif\" font-size=\"14.00\">Func: kernel (dst,img,w_2)</text>\n",
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+       "<title>139920670664720</title>\n",
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+       "</g>\n",
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+       "<g id=\"node3\" class=\"node\">\n",
+       "<title>139920670656400</title>\n",
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+     },
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+   ],
+   "source": [
+    "ps.to_dot(ast, graph_style={'size': \"9.5,12.5\"})"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "*pystencils* also builds a tree structure of the program, where each `Assignment` node internally again has a *sympy* AST which is not printed here. Out of this representation *C* code can be generated:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "metadata": {},
+   "outputs": [
+    {
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+       "<div class=\"highlight\"><pre><span></span><span class=\"n\">FUNC_PREFIX</span><span class=\"w\"> </span><span class=\"kt\">void</span><span class=\"w\"> </span><span class=\"n\">kernel</span><span class=\"p\">(</span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\">  </span><span class=\"n\">_data_dst</span><span class=\"p\">,</span><span class=\"w\"> </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"n\">_data_img</span><span class=\"p\">,</span><span class=\"w\"> </span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"n\">_size_dst_0</span><span class=\"p\">,</span><span class=\"w\"> </span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"n\">_size_dst_1</span><span class=\"p\">,</span><span class=\"w\"> </span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"n\">_stride_dst_0</span><span class=\"p\">,</span><span class=\"w\"> </span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"n\">_stride_dst_1</span><span class=\"p\">,</span><span class=\"w\"> </span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"n\">_stride_img_0</span><span class=\"p\">,</span><span class=\"w\"> </span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"n\">_stride_img_1</span><span class=\"p\">,</span><span class=\"w\"> </span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"n\">_stride_img_2</span><span class=\"p\">,</span><span class=\"w\"> </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"n\">w_2</span><span class=\"p\">)</span>\n",
+       "<span class=\"p\">{</span>\n",
+       "<span class=\"w\">   </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"n\">_data_img_22</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_img</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">2</span><span class=\"o\">*</span><span class=\"n\">_stride_img_2</span><span class=\"p\">;</span>\n",
+       "<span class=\"w\">   </span><span class=\"k\">for</span><span class=\"w\"> </span><span class=\"p\">(</span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">;</span><span class=\"w\"> </span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">&lt;</span><span class=\"w\"> </span><span class=\"n\">_size_dst_0</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">;</span><span class=\"w\"> </span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">+=</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">)</span>\n",
+       "<span class=\"w\">   </span><span class=\"p\">{</span>\n",
+       "<span class=\"w\">      </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\">  </span><span class=\"n\">_data_dst_00</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_dst</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">_stride_dst_0</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"p\">;</span>\n",
+       "<span class=\"w\">      </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"n\">_data_img_22_01</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_stride_img_0</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">_stride_img_0</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">_data_img_22</span><span class=\"p\">;</span>\n",
+       "<span class=\"w\">      </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"n\">_data_img_22_0m1</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_stride_img_0</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"n\">_stride_img_0</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">_data_img_22</span><span class=\"p\">;</span>\n",
+       "<span class=\"w\">      </span><span class=\"k\">for</span><span class=\"w\"> </span><span class=\"p\">(</span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">;</span><span class=\"w\"> </span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">&lt;</span><span class=\"w\"> </span><span class=\"n\">_size_dst_1</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">;</span><span class=\"w\"> </span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">+=</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">)</span>\n",
+       "<span class=\"w\">      </span><span class=\"p\">{</span>\n",
+       "<span class=\"w\">         </span><span class=\"n\">_data_dst_00</span><span class=\"p\">[</span><span class=\"n\">_stride_dst_1</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"p\">(</span><span class=\"n\">w_2</span><span class=\"o\">*</span><span class=\"mf\">-1.0</span><span class=\"o\">*</span><span class=\"n\">_data_img_22_0m1</span><span class=\"p\">[</span><span class=\"n\">_stride_img_1</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">w_2</span><span class=\"o\">*</span><span class=\"n\">_data_img_22_01</span><span class=\"p\">[</span><span class=\"n\">_stride_img_1</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mf\">0.5</span><span class=\"o\">*</span><span class=\"n\">_data_img_22_01</span><span class=\"p\">[</span><span class=\"n\">_stride_img_1</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">_stride_img_1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mf\">0.5</span><span class=\"o\">*</span><span class=\"n\">_data_img_22_0m1</span><span class=\"p\">[</span><span class=\"n\">_stride_img_1</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">_stride_img_1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mf\">0.5</span><span class=\"o\">*</span><span class=\"n\">_data_img_22_0m1</span><span class=\"p\">[</span><span class=\"n\">_stride_img_1</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"n\">_stride_img_1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mf\">0.5</span><span class=\"o\">*</span><span class=\"n\">_data_img_22_01</span><span class=\"p\">[</span><span class=\"n\">_stride_img_1</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"n\">_stride_img_1</span><span class=\"p\">])</span><span class=\"o\">*</span><span class=\"p\">(</span><span class=\"n\">w_2</span><span class=\"o\">*</span><span class=\"mf\">-1.0</span><span class=\"o\">*</span><span class=\"n\">_data_img_22_0m1</span><span class=\"p\">[</span><span class=\"n\">_stride_img_1</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">w_2</span><span class=\"o\">*</span><span class=\"n\">_data_img_22_01</span><span class=\"p\">[</span><span class=\"n\">_stride_img_1</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mf\">0.5</span><span class=\"o\">*</span><span class=\"n\">_data_img_22_01</span><span class=\"p\">[</span><span class=\"n\">_stride_img_1</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">_stride_img_1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mf\">0.5</span><span class=\"o\">*</span><span class=\"n\">_data_img_22_0m1</span><span class=\"p\">[</span><span class=\"n\">_stride_img_1</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">_stride_img_1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mf\">0.5</span><span class=\"o\">*</span><span class=\"n\">_data_img_22_0m1</span><span class=\"p\">[</span><span class=\"n\">_stride_img_1</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"n\">_stride_img_1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mf\">0.5</span><span class=\"o\">*</span><span class=\"n\">_data_img_22_01</span><span class=\"p\">[</span><span class=\"n\">_stride_img_1</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"n\">_stride_img_1</span><span class=\"p\">]);</span>\n",
+       "<span class=\"w\">      </span><span class=\"p\">}</span>\n",
+       "<span class=\"w\">   </span><span class=\"p\">}</span>\n",
+       "<span class=\"p\">}</span>\n",
+       "</pre></div>\n"
+      ],
+      "text/plain": [
+       "FUNC_PREFIX void kernel(double * RESTRICT  _data_dst, double * RESTRICT const _data_img, int64_t const _size_dst_0, int64_t const _size_dst_1, int64_t const _stride_dst_0, int64_t const _stride_dst_1, int64_t const _stride_img_0, int64_t const _stride_img_1, int64_t const _stride_img_2, double w_2)\n",
+       "{\n",
+       "   double * RESTRICT _data_img_22 = _data_img + 2*_stride_img_2;\n",
+       "   for (int64_t ctr_0 = 1; ctr_0 < _size_dst_0 - 1; ctr_0 += 1)\n",
+       "   {\n",
+       "      double * RESTRICT  _data_dst_00 = _data_dst + _stride_dst_0*ctr_0;\n",
+       "      double * RESTRICT _data_img_22_01 = _stride_img_0*ctr_0 + _stride_img_0 + _data_img_22;\n",
+       "      double * RESTRICT _data_img_22_0m1 = _stride_img_0*ctr_0 - _stride_img_0 + _data_img_22;\n",
+       "      for (int64_t ctr_1 = 1; ctr_1 < _size_dst_1 - 1; ctr_1 += 1)\n",
+       "      {\n",
+       "         _data_dst_00[_stride_dst_1*ctr_1] = (w_2*-1.0*_data_img_22_0m1[_stride_img_1*ctr_1] + w_2*_data_img_22_01[_stride_img_1*ctr_1] - 0.5*_data_img_22_01[_stride_img_1*ctr_1 + _stride_img_1] - 0.5*_data_img_22_0m1[_stride_img_1*ctr_1 + _stride_img_1] - 0.5*_data_img_22_0m1[_stride_img_1*ctr_1 - _stride_img_1] + 0.5*_data_img_22_01[_stride_img_1*ctr_1 - _stride_img_1])*(w_2*-1.0*_data_img_22_0m1[_stride_img_1*ctr_1] + w_2*_data_img_22_01[_stride_img_1*ctr_1] - 0.5*_data_img_22_01[_stride_img_1*ctr_1 + _stride_img_1] - 0.5*_data_img_22_0m1[_stride_img_1*ctr_1 + _stride_img_1] - 0.5*_data_img_22_0m1[_stride_img_1*ctr_1 - _stride_img_1] + 0.5*_data_img_22_01[_stride_img_1*ctr_1 - _stride_img_1]);\n",
+       "      }\n",
+       "   }\n",
+       "}"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "ps.show_code(ast)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Behind the scenes this code is compiled into a shared library and made available as a Python function. Before compiling this function we can modify the AST object, for example to parallelize it with OpenMP."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
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+    },
+    {
+     "data": {
+      "text/html": [
+       "<div class=\"highlight\"><pre><span></span><span class=\"n\">FUNC_PREFIX</span><span class=\"w\"> </span><span class=\"kt\">void</span><span class=\"w\"> </span><span class=\"n\">kernel</span><span class=\"p\">(</span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\">  </span><span class=\"n\">_data_dst</span><span class=\"p\">,</span><span class=\"w\"> </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"n\">_data_img</span><span class=\"p\">,</span><span class=\"w\"> </span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"n\">_size_dst_0</span><span class=\"p\">,</span><span class=\"w\"> </span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"n\">_size_dst_1</span><span class=\"p\">,</span><span class=\"w\"> </span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"n\">_stride_dst_0</span><span class=\"p\">,</span><span class=\"w\"> </span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"n\">_stride_dst_1</span><span class=\"p\">,</span><span class=\"w\"> </span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"n\">_stride_img_0</span><span class=\"p\">,</span><span class=\"w\"> </span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"n\">_stride_img_1</span><span class=\"p\">,</span><span class=\"w\"> </span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"n\">_stride_img_2</span><span class=\"p\">,</span><span class=\"w\"> </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"n\">w_2</span><span class=\"p\">)</span>\n",
+       "<span class=\"p\">{</span>\n",
+       "<span class=\"w\">   </span><span class=\"cp\">#pragma omp parallel num_threads(2)</span>\n",
+       "<span class=\"w\">   </span><span class=\"p\">{</span>\n",
+       "<span class=\"w\">      </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"n\">_data_img_22</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_img</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">2</span><span class=\"o\">*</span><span class=\"n\">_stride_img_2</span><span class=\"p\">;</span>\n",
+       "<span class=\"w\">      </span><span class=\"cp\">#pragma omp for schedule(static)</span>\n",
+       "<span class=\"w\">      </span><span class=\"k\">for</span><span class=\"w\"> </span><span class=\"p\">(</span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">;</span><span class=\"w\"> </span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">&lt;</span><span class=\"w\"> </span><span class=\"n\">_size_dst_0</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">;</span><span class=\"w\"> </span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">+=</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">)</span>\n",
+       "<span class=\"w\">      </span><span class=\"p\">{</span>\n",
+       "<span class=\"w\">         </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\">  </span><span class=\"n\">_data_dst_00</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_dst</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">_stride_dst_0</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"p\">;</span>\n",
+       "<span class=\"w\">         </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"n\">_data_img_22_01</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_stride_img_0</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">_stride_img_0</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">_data_img_22</span><span class=\"p\">;</span>\n",
+       "<span class=\"w\">         </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"n\">_data_img_22_0m1</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_stride_img_0</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"n\">_stride_img_0</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">_data_img_22</span><span class=\"p\">;</span>\n",
+       "<span class=\"w\">         </span><span class=\"k\">for</span><span class=\"w\"> </span><span class=\"p\">(</span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">;</span><span class=\"w\"> </span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">&lt;</span><span class=\"w\"> </span><span class=\"n\">_size_dst_1</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">;</span><span class=\"w\"> </span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">+=</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">)</span>\n",
+       "<span class=\"w\">         </span><span class=\"p\">{</span>\n",
+       "<span class=\"w\">            </span><span class=\"n\">_data_dst_00</span><span class=\"p\">[</span><span class=\"n\">_stride_dst_1</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"p\">(</span><span class=\"n\">w_2</span><span class=\"o\">*</span><span class=\"mf\">-1.0</span><span class=\"o\">*</span><span class=\"n\">_data_img_22_0m1</span><span class=\"p\">[</span><span class=\"n\">_stride_img_1</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">w_2</span><span class=\"o\">*</span><span class=\"n\">_data_img_22_01</span><span class=\"p\">[</span><span class=\"n\">_stride_img_1</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mf\">0.5</span><span class=\"o\">*</span><span class=\"n\">_data_img_22_01</span><span class=\"p\">[</span><span class=\"n\">_stride_img_1</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">_stride_img_1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mf\">0.5</span><span class=\"o\">*</span><span class=\"n\">_data_img_22_0m1</span><span class=\"p\">[</span><span class=\"n\">_stride_img_1</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">_stride_img_1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mf\">0.5</span><span class=\"o\">*</span><span class=\"n\">_data_img_22_0m1</span><span class=\"p\">[</span><span class=\"n\">_stride_img_1</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"n\">_stride_img_1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mf\">0.5</span><span class=\"o\">*</span><span class=\"n\">_data_img_22_01</span><span class=\"p\">[</span><span class=\"n\">_stride_img_1</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"n\">_stride_img_1</span><span class=\"p\">])</span><span class=\"o\">*</span><span class=\"p\">(</span><span class=\"n\">w_2</span><span class=\"o\">*</span><span class=\"mf\">-1.0</span><span class=\"o\">*</span><span class=\"n\">_data_img_22_0m1</span><span class=\"p\">[</span><span class=\"n\">_stride_img_1</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">w_2</span><span class=\"o\">*</span><span class=\"n\">_data_img_22_01</span><span class=\"p\">[</span><span class=\"n\">_stride_img_1</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mf\">0.5</span><span class=\"o\">*</span><span class=\"n\">_data_img_22_01</span><span class=\"p\">[</span><span class=\"n\">_stride_img_1</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">_stride_img_1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mf\">0.5</span><span class=\"o\">*</span><span class=\"n\">_data_img_22_0m1</span><span class=\"p\">[</span><span class=\"n\">_stride_img_1</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">_stride_img_1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mf\">0.5</span><span class=\"o\">*</span><span class=\"n\">_data_img_22_0m1</span><span class=\"p\">[</span><span class=\"n\">_stride_img_1</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"n\">_stride_img_1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mf\">0.5</span><span class=\"o\">*</span><span class=\"n\">_data_img_22_01</span><span class=\"p\">[</span><span class=\"n\">_stride_img_1</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"n\">_stride_img_1</span><span class=\"p\">]);</span>\n",
+       "<span class=\"w\">         </span><span class=\"p\">}</span>\n",
+       "<span class=\"w\">      </span><span class=\"p\">}</span>\n",
+       "<span class=\"w\">   </span><span class=\"p\">}</span>\n",
+       "<span class=\"p\">}</span>\n",
+       "</pre></div>\n"
+      ],
+      "text/plain": [
+       "FUNC_PREFIX void kernel(double * RESTRICT  _data_dst, double * RESTRICT const _data_img, int64_t const _size_dst_0, int64_t const _size_dst_1, int64_t const _stride_dst_0, int64_t const _stride_dst_1, int64_t const _stride_img_0, int64_t const _stride_img_1, int64_t const _stride_img_2, double w_2)\n",
+       "{\n",
+       "   #pragma omp parallel num_threads(2)\n",
+       "   {\n",
+       "      double * RESTRICT _data_img_22 = _data_img + 2*_stride_img_2;\n",
+       "      #pragma omp for schedule(static)\n",
+       "      for (int64_t ctr_0 = 1; ctr_0 < _size_dst_0 - 1; ctr_0 += 1)\n",
+       "      {\n",
+       "         double * RESTRICT  _data_dst_00 = _data_dst + _stride_dst_0*ctr_0;\n",
+       "         double * RESTRICT _data_img_22_01 = _stride_img_0*ctr_0 + _stride_img_0 + _data_img_22;\n",
+       "         double * RESTRICT _data_img_22_0m1 = _stride_img_0*ctr_0 - _stride_img_0 + _data_img_22;\n",
+       "         for (int64_t ctr_1 = 1; ctr_1 < _size_dst_1 - 1; ctr_1 += 1)\n",
+       "         {\n",
+       "            _data_dst_00[_stride_dst_1*ctr_1] = (w_2*-1.0*_data_img_22_0m1[_stride_img_1*ctr_1] + w_2*_data_img_22_01[_stride_img_1*ctr_1] - 0.5*_data_img_22_01[_stride_img_1*ctr_1 + _stride_img_1] - 0.5*_data_img_22_0m1[_stride_img_1*ctr_1 + _stride_img_1] - 0.5*_data_img_22_0m1[_stride_img_1*ctr_1 - _stride_img_1] + 0.5*_data_img_22_01[_stride_img_1*ctr_1 - _stride_img_1])*(w_2*-1.0*_data_img_22_0m1[_stride_img_1*ctr_1] + w_2*_data_img_22_01[_stride_img_1*ctr_1] - 0.5*_data_img_22_01[_stride_img_1*ctr_1 + _stride_img_1] - 0.5*_data_img_22_0m1[_stride_img_1*ctr_1 + _stride_img_1] - 0.5*_data_img_22_0m1[_stride_img_1*ctr_1 - _stride_img_1] + 0.5*_data_img_22_01[_stride_img_1*ctr_1 - _stride_img_1]);\n",
+       "         }\n",
+       "      }\n",
+       "   }\n",
+       "}"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "ast = ps.create_kernel(update_rule)\n",
+    "ps.cpu.add_openmp(ast, num_threads=2)\n",
+    "ps.show_code(ast)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Fixed array sizes\n",
+    "\n",
+    "Since we already know the arrays to which the kernel should be applied, we can \n",
+    "create *Field* objects with fixed size, based on a numpy array:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 35,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
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+      "text/html": [
+       "<div class=\"highlight\"><pre><span></span><span class=\"n\">FUNC_PREFIX</span><span class=\"w\"> </span><span class=\"kt\">void</span><span class=\"w\"> </span><span class=\"n\">kernel</span><span class=\"p\">(</span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"n\">_data_I</span><span class=\"p\">,</span><span class=\"w\"> </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\">  </span><span class=\"n\">_data_dst</span><span class=\"p\">)</span>\n",
+       "<span class=\"p\">{</span>\n",
+       "<span class=\"w\">   </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"n\">_data_I_21</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_I</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">;</span>\n",
+       "<span class=\"w\">   </span><span class=\"k\">for</span><span class=\"w\"> </span><span class=\"p\">(</span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">;</span><span class=\"w\"> </span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">&lt;</span><span class=\"w\"> </span><span class=\"mi\">202</span><span class=\"p\">;</span><span class=\"w\"> </span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">+=</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">)</span>\n",
+       "<span class=\"w\">   </span><span class=\"p\">{</span>\n",
+       "<span class=\"w\">      </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\">  </span><span class=\"n\">_data_dst_00</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_dst</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">601</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"p\">;</span>\n",
+       "<span class=\"w\">      </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"n\">_data_I_21_01</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_I_21</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">2404</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">2404</span><span class=\"p\">;</span>\n",
+       "<span class=\"w\">      </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"n\">_data_I_21_0m1</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_I_21</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">2404</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mi\">2404</span><span class=\"p\">;</span>\n",
+       "<span class=\"w\">      </span><span class=\"k\">for</span><span class=\"w\"> </span><span class=\"p\">(</span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">;</span><span class=\"w\"> </span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">&lt;</span><span class=\"w\"> </span><span class=\"mi\">600</span><span class=\"p\">;</span><span class=\"w\"> </span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">+=</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">)</span>\n",
+       "<span class=\"w\">      </span><span class=\"p\">{</span>\n",
+       "<span class=\"w\">         </span><span class=\"n\">_data_dst_00</span><span class=\"p\">[</span><span class=\"n\">ctr_1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"mf\">-1.0</span><span class=\"o\">*</span><span class=\"n\">_data_I_21_01</span><span class=\"p\">[</span><span class=\"mi\">4</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">4</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mf\">1.0</span><span class=\"o\">*</span><span class=\"n\">_data_I_21_0m1</span><span class=\"p\">[</span><span class=\"mi\">4</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">4</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mf\">1.0</span><span class=\"o\">*</span><span class=\"n\">_data_I_21_0m1</span><span class=\"p\">[</span><span class=\"mi\">4</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mi\">4</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mf\">2.0</span><span class=\"o\">*</span><span class=\"n\">_data_I_21_0m1</span><span class=\"p\">[</span><span class=\"mi\">4</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mf\">2.0</span><span class=\"o\">*</span><span class=\"n\">_data_I_21_01</span><span class=\"p\">[</span><span class=\"mi\">4</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">_data_I_21_01</span><span class=\"p\">[</span><span class=\"mi\">4</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mi\">4</span><span class=\"p\">];</span>\n",
+       "<span class=\"w\">      </span><span class=\"p\">}</span>\n",
+       "<span class=\"w\">   </span><span class=\"p\">}</span>\n",
+       "<span class=\"p\">}</span>\n",
+       "</pre></div>\n"
+      ],
+      "text/plain": [
+       "FUNC_PREFIX void kernel(double * RESTRICT const _data_I, double * RESTRICT  _data_dst)\n",
+       "{\n",
+       "   double * RESTRICT _data_I_21 = _data_I + 1;\n",
+       "   for (int64_t ctr_0 = 1; ctr_0 < 202; ctr_0 += 1)\n",
+       "   {\n",
+       "      double * RESTRICT  _data_dst_00 = _data_dst + 601*ctr_0;\n",
+       "      double * RESTRICT _data_I_21_01 = _data_I_21 + 2404*ctr_0 + 2404;\n",
+       "      double * RESTRICT _data_I_21_0m1 = _data_I_21 + 2404*ctr_0 - 2404;\n",
+       "      for (int64_t ctr_1 = 1; ctr_1 < 600; ctr_1 += 1)\n",
+       "      {\n",
+       "         _data_dst_00[ctr_1] = -1.0*_data_I_21_01[4*ctr_1 + 4] - 1.0*_data_I_21_0m1[4*ctr_1 + 4] - 1.0*_data_I_21_0m1[4*ctr_1 - 4] - 2.0*_data_I_21_0m1[4*ctr_1] + 2.0*_data_I_21_01[4*ctr_1] + _data_I_21_01[4*ctr_1 - 4];\n",
+       "      }\n",
+       "   }\n",
+       "}"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "img_field, dst_field = ps.fields(\"I(4), dst : [2D]\", I=img.astype(np.double), dst=filtered_image)\n",
+    "\n",
+    "sobel_x = -2 * img_field[-1,0](1) - img_field[-1,-1](1) - img_field[-1, +1](1) \\\n",
+    "         +2 * img_field[+1,0](1) + img_field[+1,-1](1) - img_field[+1, +1](1)\n",
+    "update_rule = ps.Assignment(dst_field[0,0], sobel_x)\n",
+    "\n",
+    "ast = create_kernel(update_rule)\n",
+    "ps.show_code(ast)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Compare this code to the version above. In this code the loop bounds and array offsets are constants, which usually leads to faster kernels."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Running on GPU\n",
+    "\n",
+    "If you have a GPU and [cupy](https://cupy.dev/) installed, *pystencils* can run your kernel on the GPU as well. You can find more details about this in the GPU tutorial."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 36,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
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+      "text/html": [
+       "<div class=\"highlight\"><pre><span></span><span class=\"n\">FUNC_PREFIX</span><span class=\"w\"> </span><span class=\"nf\">__launch_bounds__</span><span class=\"p\">(</span><span class=\"mi\">256</span><span class=\"p\">)</span><span class=\"w\"> </span><span class=\"kt\">void</span><span class=\"w\"> </span><span class=\"n\">kernel</span><span class=\"p\">(</span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"n\">_data_I</span><span class=\"p\">,</span><span class=\"w\"> </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\">  </span><span class=\"n\">_data_dst</span><span class=\"p\">)</span>\n",
+       "<span class=\"p\">{</span>\n",
+       "<span class=\"w\">   </span><span class=\"k\">if</span><span class=\"w\"> </span><span class=\"p\">(</span><span class=\"n\">blockDim</span><span class=\"p\">.</span><span class=\"n\">x</span><span class=\"o\">*</span><span class=\"n\">blockIdx</span><span class=\"p\">.</span><span class=\"n\">x</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">threadIdx</span><span class=\"p\">.</span><span class=\"n\">x</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"w\"> </span><span class=\"o\">&lt;</span><span class=\"w\"> </span><span class=\"mi\">202</span><span class=\"w\"> </span><span class=\"o\">&amp;&amp;</span><span class=\"w\"> </span><span class=\"n\">blockDim</span><span class=\"p\">.</span><span class=\"n\">y</span><span class=\"o\">*</span><span class=\"n\">blockIdx</span><span class=\"p\">.</span><span class=\"n\">y</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">threadIdx</span><span class=\"p\">.</span><span class=\"n\">y</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"w\"> </span><span class=\"o\">&lt;</span><span class=\"w\"> </span><span class=\"mi\">600</span><span class=\"p\">)</span>\n",
+       "<span class=\"w\">   </span><span class=\"p\">{</span>\n",
+       "<span class=\"w\">      </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">blockDim</span><span class=\"p\">.</span><span class=\"n\">x</span><span class=\"o\">*</span><span class=\"n\">blockIdx</span><span class=\"p\">.</span><span class=\"n\">x</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">threadIdx</span><span class=\"p\">.</span><span class=\"n\">x</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">;</span>\n",
+       "<span class=\"w\">      </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">blockDim</span><span class=\"p\">.</span><span class=\"n\">y</span><span class=\"o\">*</span><span class=\"n\">blockIdx</span><span class=\"p\">.</span><span class=\"n\">y</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">threadIdx</span><span class=\"p\">.</span><span class=\"n\">y</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">;</span>\n",
+       "<span class=\"w\">      </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\">  </span><span class=\"n\">_data_dst_10</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_dst</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">ctr_1</span><span class=\"p\">;</span>\n",
+       "<span class=\"w\">      </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"n\">_data_I_11_21</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_I</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">4</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">5</span><span class=\"p\">;</span>\n",
+       "<span class=\"w\">      </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"n\">_data_I_1m1_21</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_I</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">4</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mi\">3</span><span class=\"p\">;</span>\n",
+       "<span class=\"w\">      </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"n\">_data_I_10_21</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_I</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">4</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">;</span>\n",
+       "<span class=\"w\">      </span><span class=\"n\">_data_dst_10</span><span class=\"p\">[</span><span class=\"mi\">601</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"mf\">-1.0</span><span class=\"o\">*</span><span class=\"n\">_data_I_11_21</span><span class=\"p\">[</span><span class=\"mi\">2404</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">2404</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mf\">1.0</span><span class=\"o\">*</span><span class=\"n\">_data_I_11_21</span><span class=\"p\">[</span><span class=\"mi\">2404</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mi\">2404</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mf\">1.0</span><span class=\"o\">*</span><span class=\"n\">_data_I_1m1_21</span><span class=\"p\">[</span><span class=\"mi\">2404</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mi\">2404</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mf\">2.0</span><span class=\"o\">*</span><span class=\"n\">_data_I_10_21</span><span class=\"p\">[</span><span class=\"mi\">2404</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mi\">2404</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mf\">2.0</span><span class=\"o\">*</span><span class=\"n\">_data_I_10_21</span><span class=\"p\">[</span><span class=\"mi\">2404</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">2404</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">_data_I_1m1_21</span><span class=\"p\">[</span><span class=\"mi\">2404</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">2404</span><span class=\"p\">];</span>\n",
+       "<span class=\"w\">   </span><span class=\"p\">}</span><span class=\"w\"> </span>\n",
+       "<span class=\"p\">}</span>\n",
+       "</pre></div>\n"
+      ],
+      "text/plain": [
+       "FUNC_PREFIX __launch_bounds__(256) void kernel(double * RESTRICT const _data_I, double * RESTRICT  _data_dst)\n",
+       "{\n",
+       "   if (blockDim.x*blockIdx.x + threadIdx.x + 1 < 202 && blockDim.y*blockIdx.y + threadIdx.y + 1 < 600)\n",
+       "   {\n",
+       "      const int64_t ctr_0 = blockDim.x*blockIdx.x + threadIdx.x + 1;\n",
+       "      const int64_t ctr_1 = blockDim.y*blockIdx.y + threadIdx.y + 1;\n",
+       "      double * RESTRICT  _data_dst_10 = _data_dst + ctr_1;\n",
+       "      double * RESTRICT _data_I_11_21 = _data_I + 4*ctr_1 + 5;\n",
+       "      double * RESTRICT _data_I_1m1_21 = _data_I + 4*ctr_1 - 3;\n",
+       "      double * RESTRICT _data_I_10_21 = _data_I + 4*ctr_1 + 1;\n",
+       "      _data_dst_10[601*ctr_0] = -1.0*_data_I_11_21[2404*ctr_0 + 2404] - 1.0*_data_I_11_21[2404*ctr_0 - 2404] - 1.0*_data_I_1m1_21[2404*ctr_0 - 2404] - 2.0*_data_I_10_21[2404*ctr_0 - 2404] + 2.0*_data_I_10_21[2404*ctr_0 + 2404] + _data_I_1m1_21[2404*ctr_0 + 2404];\n",
+       "   } \n",
+       "}"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "try:\n",
+    "    import cupy\n",
+    "    from pystencils.gpu import BlockIndexing\n",
+    "\n",
+    "    gpu_ast = create_kernel(update_rule, target=ps.Target.GPU,\n",
+    "                            gpu_indexing=BlockIndexing,\n",
+    "                            gpu_indexing_params={'blockSize': (64, 1, 1)})\n",
+    "\n",
+    "    ps.show_code(gpu_ast)\n",
+    "except ImportError:\n",
+    "    print(\"Please install cupy for GPU support\")"
+   ]
+  }
+ ],
+ "metadata": {
+  "anaconda-cloud": {},
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.0rc1"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/docs/source/tutorials/02_tutorial_basic_kernels.ipynb b/docs/source/tutorials/02_tutorial_basic_kernels.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..eceb7117d1d861c9d904376082d85f0931d521f2
--- /dev/null
+++ b/docs/source/tutorials/02_tutorial_basic_kernels.ipynb
@@ -0,0 +1,920 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from pystencils.session import *"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Tutorial 02: Basic Kernel generation with *pystencils*\n",
+    "\n",
+    "Now that you have an [overview of pystencils](01_tutorial_getting_started.ipynb), \n",
+    "this tutorial shows in more detail how to formulate, optimize and run stencil kernels.\n",
+    "\n",
+    "## 1) Kernel Definition\n",
+    "\n",
+    "### a) Defining kernels with assignment lists and the  `kernel` decorator \n",
+    "\n",
+    "*pystencils* gets a symbolic formulation of the kernel. This can be either an `Assignment` or a sequence of `Assignment`s that follow a set of restrictions. \n",
+    "\n",
+    "Lets first create a kernel that consists of multiple assignments:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "src_arr = np.zeros([20, 30])\n",
+    "dst_arr = np.zeros_like(src_arr)\n",
+    "\n",
+    "dst, src = ps.fields(dst=dst_arr, src=src_arr)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/latex": [
+       "$\\displaystyle \\left[ grad_{x} \\leftarrow \\frac{{src}_{(1,0)}}{2} - \\frac{{src}_{(-1,0)}}{2}, \\  grad_{y} \\leftarrow \\frac{{src}_{(0,1)}}{2} - \\frac{{src}_{(0,-1)}}{2}, \\  {dst}_{(0,0)} \\leftarrow grad_{x} + grad_{y}\\right]$"
+      ],
+      "text/plain": [
+       "⎡         src_E   src_W            src_N   src_S                         ⎤\n",
+       "⎢gradₓ := ───── - ─────, grad_y := ───── - ─────, dst_C := gradₓ + grad_y⎥\n",
+       "⎣           2       2                2       2                           ⎦"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "grad_x, grad_y = sp.symbols(\"grad_x, grad_y\")\n",
+    "\n",
+    "symbolic_description = [\n",
+    "    ps.Assignment(grad_x, (src[1, 0] - src[-1, 0]) / 2),\n",
+    "    ps.Assignment(grad_y, (src[0, 1] - src[0, -1]) / 2),\n",
+    "    ps.Assignment(dst[0, 0], grad_x + grad_y),\n",
+    "]\n",
+    "kernel = ps.create_kernel(symbolic_description)\n",
+    "symbolic_description"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "We created subexpressions, using standard sympy symbols on the left hand side, to split the kernel into multiple assignments. Defining a kernel using a list of `Assignment`s is quite tedious and hard to read. \n",
+    "To simplify the formulation of a kernel, *pystencils* offers the `kernel` decorator, that transforms a normal Python function with `@=` assignments into an assignment list that can be passed to `create_kernel`. "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/latex": [
+       "$\\displaystyle \\left[ grad_{x} \\leftarrow \\frac{{src}_{(1,0)}}{2} - \\frac{{src}_{(-1,0)}}{2}, \\  grad_{y} \\leftarrow \\frac{{src}_{(0,1)}}{2} - \\frac{{src}_{(0,-1)}}{2}, \\  {dst}_{(0,0)} \\leftarrow grad_{x} + grad_{y}\\right]$"
+      ],
+      "text/plain": [
+       "⎡         src_E   src_W            src_N   src_S                         ⎤\n",
+       "⎢gradₓ := ───── - ─────, grad_y := ───── - ─────, dst_C := gradₓ + grad_y⎥\n",
+       "⎣           2       2                2       2                           ⎦"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "@ps.kernel\n",
+    "def symbolic_description_using_function():\n",
+    "    grad_x @= (src[1, 0] - src[-1, 0]) / 2\n",
+    "    grad_y @= (src[0, 1] - src[0, -1]) / 2\n",
+    "    dst[0, 0] @= grad_x + grad_y\n",
+    "symbolic_description_using_function"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The decorated function can contain any Python code, only the `@=` operator, and the ternary inline `if-else` operator have different meaning. \n",
+    "\n",
+    "### b) Ternary 'if' with `Piecewise`\n",
+    "\n",
+    "The ternary operator maps to `sympy.Piecewise` functions, that can be used to introduce branching into the kernel. Piecewise defined functions must give a value for every input, i.e. there must be a 'otherwise' clause in the end that is indicated by the condition `True`. Piecewise objects are standard sympy terms that can be integrated into bigger expressions:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/latex": [
+       "$\\displaystyle {src}_{(1,0)} + \\begin{cases} 1.0 & \\text{for}\\: {src}_{(0,1)} > 0 \\\\0.0 & \\text{otherwise} \\end{cases}$"
+      ],
+      "text/plain": [
+       "        ⎛⎧1.0  for src_N > 0⎞\n",
+       "src_E + ⎜⎨                  ⎟\n",
+       "        ⎝⎩0.0    otherwise  ⎠"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "sp.Piecewise((1.0, src[0,1] > 0), (0.0, True)) + src[1, 0]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Piecewise objects are created by the `kernel` decorator for ternary if-else statements."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/latex": [
+       "$\\displaystyle \\left[ grad_{x} \\leftarrow \\begin{cases} \\frac{{src}_{(1,0)}}{2} - \\frac{{src}_{(-1,0)}}{2} & \\text{for}\\: {src}_{(-1,0)} > 0 \\\\0.0 & \\text{otherwise} \\end{cases}\\right]$"
+      ],
+      "text/plain": [
+       "⎡         ⎧src_E   src_W               ⎤\n",
+       "⎢         ⎪───── - ─────  for src_W > 0⎥\n",
+       "⎢gradₓ := ⎨  2       2                 ⎥\n",
+       "⎢         ⎪                            ⎥\n",
+       "⎣         ⎩     0.0         otherwise  ⎦"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "@ps.kernel\n",
+    "def kernel_with_piecewise():\n",
+    "    grad_x @= (src[1, 0] - src[-1, 0]) / 2 if src[-1, 0] > 0 else 0.0\n",
+    "kernel_with_piecewise"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### c) Assignment level optimizations using `AssignmentCollection`\n",
+    "\n",
+    "When the kernels get larger and more complex, it is helpful to organize the list of assignment into a more structured way. The `AssignmentCollection` offers optimizating transformation on a list of assignments. It holds two assignment lists, one for subexpressions and one for the main assignments. Main assignments are typically those that write to an array."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>Subexpressions:</div><table style=\"border:none; width: 100%; \"><tr style=\"border:none\"> <td style=\"border:none\">$$a \\leftarrow {src}_{(0,1)} + {src}_{(-1,0)}$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$b \\leftarrow 2 {src}_{(1,0)} + {src}_{(0,-1)}$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$c \\leftarrow - {src}_{(0,0)} + 2 {src}_{(1,0)} + {src}_{(0,1)} + {src}_{(0,-1)} + {src}_{(-1,0)}$$</td>  </tr> </table><div>Main Assignments:</div><table style=\"border:none; width: 100%; \"><tr style=\"border:none\"> <td style=\"border:none\">$${dst}_{(0,0)} \\leftarrow a + b + c$$</td>  </tr> </table>"
+      ],
+      "text/plain": [
+       "AssignmentCollection: dst_C, <- f(src_N, src_E, src_W, src_C, src_S)"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "@ps.kernel\n",
+    "def somewhat_longer_dummy_kernel(s):\n",
+    "    s.a @= src[0, 1] + src[-1, 0]\n",
+    "    s.b @= 2 * src[1, 0] + src[0, -1]\n",
+    "    s.c @= src[0, 1] + 2 * src[1, 0] + src[-1, 0] + src[0, -1] - src[0,0]\n",
+    "    dst[0, 0] @= s.a + s.b + s.c\n",
+    "    \n",
+    "ac = ps.AssignmentCollection(main_assignments=somewhat_longer_dummy_kernel[-1:], \n",
+    "                             subexpressions=somewhat_longer_dummy_kernel[:-1])\n",
+    "ac"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'adds': 8,\n",
+       " 'muls': 2,\n",
+       " 'divs': 0,\n",
+       " 'sqrts': 0,\n",
+       " 'fast_sqrts': 0,\n",
+       " 'fast_inv_sqrts': 0,\n",
+       " 'fast_div': 0}"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "ac.operation_count"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The `pystencils.simp` submodule offers several functions to optimize a collection of assignments.\n",
+    "It also offers functionality to group optimization into strategies and evaluate them. \n",
+    "In this example we reduce the number of operations by reusing existing subexpressions to get rid of two unnecessary floating point additions. For more information about assignment collections and simplifications see the [demo notebook](demo_assignment_collection.ipynb)."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>Subexpressions:</div><table style=\"border:none; width: 100%; \"><tr style=\"border:none\"> <td style=\"border:none\">$$a \\leftarrow {src}_{(0,1)} + {src}_{(-1,0)}$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$b \\leftarrow 2 {src}_{(1,0)} + {src}_{(0,-1)}$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$c \\leftarrow - {src}_{(0,0)} + a + b$$</td>  </tr> </table><div>Main Assignments:</div><table style=\"border:none; width: 100%; \"><tr style=\"border:none\"> <td style=\"border:none\">$${dst}_{(0,0)} \\leftarrow a + b + c$$</td>  </tr> </table>"
+      ],
+      "text/plain": [
+       "AssignmentCollection: dst_C, <- f(src_N, src_E, src_W, src_C, src_S)"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "opt_ac = ps.simp.subexpression_substitution_in_existing_subexpressions(ac)\n",
+    "opt_ac"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'adds': 6,\n",
+       " 'muls': 1,\n",
+       " 'divs': 0,\n",
+       " 'sqrts': 0,\n",
+       " 'fast_sqrts': 0,\n",
+       " 'fast_inv_sqrts': 0,\n",
+       " 'fast_div': 0}"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "opt_ac.operation_count"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### d) Ghost layers and iteration region\n",
+    "\n",
+    "When creating a kernel with neighbor accesses, *pystencils* automatically restricts the iteration region, such that all accesses are safe. "
+   ]
+  },
+  {
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+       "<div class=\"highlight\"><pre><span></span><span class=\"n\">FUNC_PREFIX</span><span class=\"w\"> </span><span class=\"kt\">void</span><span class=\"w\"> </span><span class=\"n\">kernel</span><span class=\"p\">(</span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\">  </span><span class=\"n\">_data_dst</span><span class=\"p\">,</span><span class=\"w\"> </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"n\">_data_src</span><span class=\"p\">)</span><span class=\"w\"></span>\n",
+       "<span class=\"p\">{</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">   </span><span class=\"k\">for</span><span class=\"w\"> </span><span class=\"p\">(</span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"mi\">2</span><span class=\"p\">;</span><span class=\"w\"> </span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">&lt;</span><span class=\"w\"> </span><span class=\"mi\">18</span><span class=\"p\">;</span><span class=\"w\"> </span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">+=</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">)</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">   </span><span class=\"p\">{</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">      </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\">  </span><span class=\"n\">_data_dst_00</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_dst</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">30</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"p\">;</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">      </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"n\">_data_src_02</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_src</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">30</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">60</span><span class=\"p\">;</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">      </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"n\">_data_src_0m1</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_src</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">30</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mi\">30</span><span class=\"p\">;</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">      </span><span class=\"k\">for</span><span class=\"w\"> </span><span class=\"p\">(</span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"mi\">2</span><span class=\"p\">;</span><span class=\"w\"> </span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">&lt;</span><span class=\"w\"> </span><span class=\"mi\">28</span><span class=\"p\">;</span><span class=\"w\"> </span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">+=</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">)</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">      </span><span class=\"p\">{</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">         </span><span class=\"n\">_data_dst_00</span><span class=\"p\">[</span><span class=\"n\">ctr_1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_src_02</span><span class=\"p\">[</span><span class=\"n\">ctr_1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">_data_src_0m1</span><span class=\"p\">[</span><span class=\"n\">ctr_1</span><span class=\"p\">];</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">      </span><span class=\"p\">}</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">   </span><span class=\"p\">}</span><span class=\"w\"></span>\n",
+       "<span class=\"p\">}</span><span class=\"w\"></span>\n",
+       "</pre></div>\n"
+      ],
+      "text/plain": [
+       "FUNC_PREFIX void kernel(double * RESTRICT  _data_dst, double * RESTRICT const _data_src)\n",
+       "{\n",
+       "   for (int64_t ctr_0 = 2; ctr_0 < 18; ctr_0 += 1)\n",
+       "   {\n",
+       "      double * RESTRICT  _data_dst_00 = _data_dst + 30*ctr_0;\n",
+       "      double * RESTRICT _data_src_02 = _data_src + 30*ctr_0 + 60;\n",
+       "      double * RESTRICT _data_src_0m1 = _data_src + 30*ctr_0 - 30;\n",
+       "      for (int64_t ctr_1 = 2; ctr_1 < 28; ctr_1 += 1)\n",
+       "      {\n",
+       "         _data_dst_00[ctr_1] = _data_src_02[ctr_1] + _data_src_0m1[ctr_1];\n",
+       "      }\n",
+       "   }\n",
+       "}"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "kernel = ps.create_kernel(ps.Assignment(dst[0,0], src[2, 0] + src[-1, 0]))\n",
+    "ps.show_code(kernel)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "When no additional ghost layer information is given, *pystencils* looks at all neighboring field accesses and introduces the required number of ghost layers **for all directions**. In the example above the largest neighbor accesses was ``src[2, 0]``, so theoretically we would need 2 ghost layers only the the end of the x coordinate. \n",
+    "By default *pystencils* introduces 2 ghost layers at all borders of the domain. The next cell shows how to change this behavior. Be careful with manual ghost layer specification, wrong values may lead to SEGFAULTs."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
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+       "<div class=\"highlight\"><pre><span></span><span class=\"n\">FUNC_PREFIX</span><span class=\"w\"> </span><span class=\"kt\">void</span><span class=\"w\"> </span><span class=\"n\">kernel</span><span class=\"p\">(</span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\">  </span><span class=\"n\">_data_dst</span><span class=\"p\">,</span><span class=\"w\"> </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"n\">_data_src</span><span class=\"p\">)</span><span class=\"w\"></span>\n",
+       "<span class=\"p\">{</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">   </span><span class=\"k\">for</span><span class=\"w\"> </span><span class=\"p\">(</span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"mi\">0</span><span class=\"p\">;</span><span class=\"w\"> </span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">&lt;</span><span class=\"w\"> </span><span class=\"mi\">18</span><span class=\"p\">;</span><span class=\"w\"> </span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">+=</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">)</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">   </span><span class=\"p\">{</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">      </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\">  </span><span class=\"n\">_data_dst_00</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_dst</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">30</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"p\">;</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">      </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"n\">_data_src_02</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_src</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">30</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">60</span><span class=\"p\">;</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">      </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"n\">_data_src_0m1</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_src</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">30</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mi\">30</span><span class=\"p\">;</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">      </span><span class=\"k\">for</span><span class=\"w\"> </span><span class=\"p\">(</span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">;</span><span class=\"w\"> </span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">&lt;</span><span class=\"w\"> </span><span class=\"mi\">30</span><span class=\"p\">;</span><span class=\"w\"> </span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">+=</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">)</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">      </span><span class=\"p\">{</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">         </span><span class=\"n\">_data_dst_00</span><span class=\"p\">[</span><span class=\"n\">ctr_1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_src_02</span><span class=\"p\">[</span><span class=\"n\">ctr_1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">_data_src_0m1</span><span class=\"p\">[</span><span class=\"n\">ctr_1</span><span class=\"p\">];</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">      </span><span class=\"p\">}</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">   </span><span class=\"p\">}</span><span class=\"w\"></span>\n",
+       "<span class=\"p\">}</span><span class=\"w\"></span>\n",
+       "</pre></div>\n"
+      ],
+      "text/plain": [
+       "FUNC_PREFIX void kernel(double * RESTRICT  _data_dst, double * RESTRICT const _data_src)\n",
+       "{\n",
+       "   for (int64_t ctr_0 = 0; ctr_0 < 18; ctr_0 += 1)\n",
+       "   {\n",
+       "      double * RESTRICT  _data_dst_00 = _data_dst + 30*ctr_0;\n",
+       "      double * RESTRICT _data_src_02 = _data_src + 30*ctr_0 + 60;\n",
+       "      double * RESTRICT _data_src_0m1 = _data_src + 30*ctr_0 - 30;\n",
+       "      for (int64_t ctr_1 = 1; ctr_1 < 30; ctr_1 += 1)\n",
+       "      {\n",
+       "         _data_dst_00[ctr_1] = _data_src_02[ctr_1] + _data_src_0m1[ctr_1];\n",
+       "      }\n",
+       "   }\n",
+       "}"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "gl_spec = [(0, 2),   # 0 ghost layers at the left, 2 at the right border\n",
+    "           (1, 0)]   # 1 ghost layer at the lower y, one at the upper y coordinate\n",
+    "kernel = ps.create_kernel(ps.Assignment(dst[0,0], src[2, 0] + src[-1, 0]), ghost_layers=gl_spec)\n",
+    "ps.show_code(kernel)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## 2 ) Restrictions\n",
+    "\n",
+    "\n",
+    "### a) Independence Restriction\n",
+    "\n",
+    "*pystencils* only works for kernels where each array element can be updated independently from all other elements. This restriction ensures that the kernels can be easily parallelized and also be run on the GPU. Trying to define kernels where the results depends on the iteration order, leads to a ValueError."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Field dst is written at two different locations\n"
+     ]
+    }
+   ],
+   "source": [
+    "invalid_description = [\n",
+    "    ps.Assignment(dst[1, 0], src[1, 0] + src[-1, 0]),\n",
+    "    ps.Assignment(dst[0, 0], src[1, 0] - src[-1, 0]),\n",
+    "]\n",
+    "try:\n",
+    "    invalid_kernel = ps.create_kernel(invalid_description)\n",
+    "    assert False, \"Should never be executed\"\n",
+    "except ValueError as e:\n",
+    "    print(e)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The independence restriction makes sure that the kernel can be safely parallelized by checking the following conditions: If a field is modified inside the kernel, it may only be modified at a single spatial position. In that case the field may also only be read at this position. Fields that are not modified may be read at multiple neighboring positions.\n",
+    "\n",
+    "Specifically, this rule allows for in-place updates that don't access neighbors."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "valid_kernel = ps.create_kernel(ps.Assignment(src[0,0], 2*src[0,0] + 42))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "If a field stores multiple values per cell, as in the next example, this restriction only applies for accesses with the same index."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "v = ps.fields(\"v(2): double[2D]\")\n",
+    "valid_kernel = ps.create_kernel([ps.Assignment(v[0,0](1), 2*v[0,0](1) + 42),\n",
+    "                                 ps.Assignment(v[0,1](0), 2*v[1,0](0) + 42)])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### b) Static Single Assignment Form\n",
+    "\n",
+    "All assignments that don't write to a field must be in SSA form\n",
+    "1. Each sympy symbol may only occur once as a left-hand-side (fields can be written multiple times)\n",
+    "2. A symbol has to be defined before it is used. If it is never defined it is introduced as function parameter\n",
+    "\n",
+    "The next cell demonstrates the first SSA restriction:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Assignments not in SSA form, multiple assignments to a\n"
+     ]
+    }
+   ],
+   "source": [
+    "@ps.kernel\n",
+    "def not_allowed():\n",
+    "    a, b = sp.symbols(\"a b\")\n",
+    "    a @= src[0, 0]\n",
+    "    b @= a + 3\n",
+    "    a @= src[-1, 0]\n",
+    "    dst[0, 0] @= a + b\n",
+    "try:\n",
+    "    ps.create_kernel(not_allowed)\n",
+    "    assert False\n",
+    "except ValueError as e:\n",
+    "    print(e)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Also it is not allowed to write a field at the same location"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Field dst is written twice at the same location\n"
+     ]
+    }
+   ],
+   "source": [
+    "@ps.kernel\n",
+    "def not_allowed():\n",
+    "    dst[0, 0] @= src[0, 1] + src[1, 0]\n",
+    "    dst[0, 0] @= 2 * dst[0, 0]\n",
+    "\n",
+    "try:\n",
+    "    ps.create_kernel(not_allowed)\n",
+    "    assert False\n",
+    "except ValueError as e:\n",
+    "    print(e)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "This situation should be resolved by introducing temporary variables"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [
+    {
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+      "text/html": [
+       "<div class=\"highlight\"><pre><span></span><span class=\"n\">FUNC_PREFIX</span><span class=\"w\"> </span><span class=\"kt\">void</span><span class=\"w\"> </span><span class=\"n\">kernel</span><span class=\"p\">(</span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\">  </span><span class=\"n\">_data_dst</span><span class=\"p\">,</span><span class=\"w\"> </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"n\">_data_src</span><span class=\"p\">)</span><span class=\"w\"></span>\n",
+       "<span class=\"p\">{</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">   </span><span class=\"k\">for</span><span class=\"w\"> </span><span class=\"p\">(</span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">;</span><span class=\"w\"> </span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">&lt;</span><span class=\"w\"> </span><span class=\"mi\">19</span><span class=\"p\">;</span><span class=\"w\"> </span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">+=</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">)</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">   </span><span class=\"p\">{</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">      </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"n\">_data_src_01</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_src</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">30</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">30</span><span class=\"p\">;</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">      </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"n\">_data_src_00</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_src</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">30</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"p\">;</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">      </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\">  </span><span class=\"n\">_data_dst_00</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_dst</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">30</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"p\">;</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">      </span><span class=\"k\">for</span><span class=\"w\"> </span><span class=\"p\">(</span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">;</span><span class=\"w\"> </span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">&lt;</span><span class=\"w\"> </span><span class=\"mi\">29</span><span class=\"p\">;</span><span class=\"w\"> </span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">+=</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">)</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">      </span><span class=\"p\">{</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">         </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"n\">a</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_src_00</span><span class=\"p\">[</span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">_data_src_01</span><span class=\"p\">[</span><span class=\"n\">ctr_1</span><span class=\"p\">];</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">         </span><span class=\"n\">_data_dst_00</span><span class=\"p\">[</span><span class=\"n\">ctr_1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">a</span><span class=\"o\">*</span><span class=\"mf\">2.0</span><span class=\"p\">;</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">      </span><span class=\"p\">}</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">   </span><span class=\"p\">}</span><span class=\"w\"></span>\n",
+       "<span class=\"p\">}</span><span class=\"w\"></span>\n",
+       "</pre></div>\n"
+      ],
+      "text/plain": [
+       "FUNC_PREFIX void kernel(double * RESTRICT  _data_dst, double * RESTRICT const _data_src)\n",
+       "{\n",
+       "   for (int64_t ctr_0 = 1; ctr_0 < 19; ctr_0 += 1)\n",
+       "   {\n",
+       "      double * RESTRICT _data_src_01 = _data_src + 30*ctr_0 + 30;\n",
+       "      double * RESTRICT _data_src_00 = _data_src + 30*ctr_0;\n",
+       "      double * RESTRICT  _data_dst_00 = _data_dst + 30*ctr_0;\n",
+       "      for (int64_t ctr_1 = 1; ctr_1 < 29; ctr_1 += 1)\n",
+       "      {\n",
+       "         const double a = _data_src_00[ctr_1 + 1] + _data_src_01[ctr_1];\n",
+       "         _data_dst_00[ctr_1] = a*2.0;\n",
+       "      }\n",
+       "   }\n",
+       "}"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "tmp_var = sp.Symbol(\"a\")\n",
+    "\n",
+    "@ps.kernel\n",
+    "def allowed():\n",
+    "    tmp_var @= src[0, 1] + src[1, 0]\n",
+    "    dst[0, 0] @= 2 * tmp_var\n",
+    "\n",
+    "\n",
+    "ast = ps.create_kernel(allowed)\n",
+    "ps.show_code(ast)"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.9"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
\ No newline at end of file
diff --git a/docs/source/tutorials/03_tutorial_datahandling.ipynb b/docs/source/tutorials/03_tutorial_datahandling.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..05b489133ba87e8a74091ef1121ac456498f0e5e
--- /dev/null
+++ b/docs/source/tutorials/03_tutorial_datahandling.ipynb
@@ -0,0 +1,1192 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import psutil\n",
+    "from mpl_toolkits.mplot3d import Axes3D\n",
+    "from matplotlib import pyplot, cm\n",
+    "from pystencils.session import *\n",
+    "from pystencils.boundaries import add_neumann_boundary, Neumann, Dirichlet, BoundaryHandling\n",
+    "from pystencils.slicing import slice_from_direction\n",
+    "import math\n",
+    "import time\n",
+    "%matplotlib inline"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Test to see if cupy is installed which is needed to run calculations on the GPU"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "try:\n",
+    "    import cupy\n",
+    "    gpu = True\n",
+    "except ImportError:\n",
+    "    gpu = False\n",
+    "    cupy = None\n",
+    "    print('No cupy installed')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Tutorial 03: Datahandling"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "This is a tutorial about the `DataHandling` class of pystencils. This class is an abstraction layer to\n",
+    "- link numpy arrays to pystencils fields\n",
+    "- handle CPU-GPU array transfer, such that one can write code that works on CPU and GPU\n",
+    "- makes it possible to write MPI parallel simulations to run on distributed-memory clusters using the waLBerla library\n",
+    "\n",
+    "We will look at a small and easy example to demonstrate the usage of `DataHandling` objects. We will define an averaging kernel to every cell of an array, that writes the average of the neighbor cell values to the center."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## 1. Manual \n",
+    "\n",
+    "### 1.1. CPU kernels\n",
+    "\n",
+    "In this first part, we set up a scenario manually without a `DataHandling`. In the next sections we then repeat the same setup with the help of the data handling. \n",
+    "\n",
+    "One concept of *pystencils* that may be confusing at first, is the differences between pystencils fields and numpy arrays. Fields are used to describe the computation *symbolically* with sympy, while numpy arrays hold the actual values where the computation is executed on. \n",
+    "\n",
+    "One option to create and execute a *pystencils* kernel is listed below. For reasons that become clear later we call this the **variable-field-size workflow**:\n",
+    "\n",
+    "1. define pystencils fields\n",
+    "2. use sympy and the pystencils fields to define an update rule, that describes what should be done on *every cell* \n",
+    "3. compile the update rule to a real function, that can be called from Python. For each field that was referenced in the symbolic description the function expects a numpy array, passed as named parameter\n",
+    "4. create some numpy arrays with actual data \n",
+    "5. call the kernel - usually many times\n",
+    "\n",
+    "Now, lets see how this actually looks in Python code:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# 1. field definitions\n",
+    "src_field, dst_field = ps.fields(\"src, dst:[2D]\")\n",
+    "\n",
+    "# 2. define update rule\n",
+    "update_rule = [ps.Assignment(lhs=dst_field[0, 0],\n",
+    "                             rhs=(src_field[1, 0] + src_field[-1, 0] + \n",
+    "                                  src_field[0, 1] + src_field[0, -1]) / 4)]\n",
+    "\n",
+    "# 3. compile update rule to function\n",
+    "kernel_function = ps.create_kernel(update_rule).compile()\n",
+    "\n",
+    "# 4. create numpy arrays and call kernel\n",
+    "src_arr, dst_arr = np.random.rand(30, 30), np.zeros([30, 30])\n",
+    "\n",
+    "# 5. call kernel\n",
+    "kernel_function(src=src_arr, dst=dst_arr)  # names of arguments have to match names passed to ps.fields()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "This workflow separates the symbolic and the numeric stages very cleanly. The separation also makes it possible to stop after step 3, write the C-code to a file and call the kernel from a C program. Speaking of the C-Code - lets have a look at the generated sources:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
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+       "<div class=\"highlight\"><pre><span></span><span class=\"n\">FUNC_PREFIX</span><span class=\"w\"> </span><span class=\"kt\">void</span><span class=\"w\"> </span><span class=\"n\">kernel</span><span class=\"p\">(</span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\">  </span><span class=\"n\">_data_dst</span><span class=\"p\">,</span><span class=\"w\"> </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"n\">_data_src</span><span class=\"p\">,</span><span class=\"w\"> </span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"n\">_size_dst_0</span><span class=\"p\">,</span><span class=\"w\"> </span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"n\">_size_dst_1</span><span class=\"p\">,</span><span class=\"w\"> </span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"n\">_stride_dst_0</span><span class=\"p\">,</span><span class=\"w\"> </span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"n\">_stride_dst_1</span><span class=\"p\">,</span><span class=\"w\"> </span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"n\">_stride_src_0</span><span class=\"p\">,</span><span class=\"w\"> </span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"n\">_stride_src_1</span><span class=\"p\">)</span>\n",
+       "<span class=\"p\">{</span>\n",
+       "<span class=\"w\">   </span><span class=\"k\">for</span><span class=\"w\"> </span><span class=\"p\">(</span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">;</span><span class=\"w\"> </span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">&lt;</span><span class=\"w\"> </span><span class=\"n\">_size_dst_0</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">;</span><span class=\"w\"> </span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">+=</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">)</span>\n",
+       "<span class=\"w\">   </span><span class=\"p\">{</span>\n",
+       "<span class=\"w\">      </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\">  </span><span class=\"n\">_data_dst_00</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_dst</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">_stride_dst_0</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"p\">;</span>\n",
+       "<span class=\"w\">      </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"n\">_data_src_01</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_src</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">_stride_src_0</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">_stride_src_0</span><span class=\"p\">;</span>\n",
+       "<span class=\"w\">      </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"n\">_data_src_00</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_src</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">_stride_src_0</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"p\">;</span>\n",
+       "<span class=\"w\">      </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"n\">_data_src_0m1</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_src</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">_stride_src_0</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"n\">_stride_src_0</span><span class=\"p\">;</span>\n",
+       "<span class=\"w\">      </span><span class=\"k\">for</span><span class=\"w\"> </span><span class=\"p\">(</span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">;</span><span class=\"w\"> </span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">&lt;</span><span class=\"w\"> </span><span class=\"n\">_size_dst_1</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">;</span><span class=\"w\"> </span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">+=</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">)</span>\n",
+       "<span class=\"w\">      </span><span class=\"p\">{</span>\n",
+       "<span class=\"w\">         </span><span class=\"n\">_data_dst_00</span><span class=\"p\">[</span><span class=\"n\">_stride_dst_1</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"mf\">0.25</span><span class=\"o\">*</span><span class=\"n\">_data_src_00</span><span class=\"p\">[</span><span class=\"n\">_stride_src_1</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">_stride_src_1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mf\">0.25</span><span class=\"o\">*</span><span class=\"n\">_data_src_00</span><span class=\"p\">[</span><span class=\"n\">_stride_src_1</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"n\">_stride_src_1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mf\">0.25</span><span class=\"o\">*</span><span class=\"n\">_data_src_01</span><span class=\"p\">[</span><span class=\"n\">_stride_src_1</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mf\">0.25</span><span class=\"o\">*</span><span class=\"n\">_data_src_0m1</span><span class=\"p\">[</span><span class=\"n\">_stride_src_1</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"p\">];</span>\n",
+       "<span class=\"w\">      </span><span class=\"p\">}</span>\n",
+       "<span class=\"w\">   </span><span class=\"p\">}</span>\n",
+       "<span class=\"p\">}</span>\n",
+       "</pre></div>\n"
+      ],
+      "text/plain": [
+       "FUNC_PREFIX void kernel(double * RESTRICT  _data_dst, double * RESTRICT const _data_src, int64_t const _size_dst_0, int64_t const _size_dst_1, int64_t const _stride_dst_0, int64_t const _stride_dst_1, int64_t const _stride_src_0, int64_t const _stride_src_1)\n",
+       "{\n",
+       "   for (int64_t ctr_0 = 1; ctr_0 < _size_dst_0 - 1; ctr_0 += 1)\n",
+       "   {\n",
+       "      double * RESTRICT  _data_dst_00 = _data_dst + _stride_dst_0*ctr_0;\n",
+       "      double * RESTRICT _data_src_01 = _data_src + _stride_src_0*ctr_0 + _stride_src_0;\n",
+       "      double * RESTRICT _data_src_00 = _data_src + _stride_src_0*ctr_0;\n",
+       "      double * RESTRICT _data_src_0m1 = _data_src + _stride_src_0*ctr_0 - _stride_src_0;\n",
+       "      for (int64_t ctr_1 = 1; ctr_1 < _size_dst_1 - 1; ctr_1 += 1)\n",
+       "      {\n",
+       "         _data_dst_00[_stride_dst_1*ctr_1] = 0.25*_data_src_00[_stride_src_1*ctr_1 + _stride_src_1] + 0.25*_data_src_00[_stride_src_1*ctr_1 - _stride_src_1] + 0.25*_data_src_01[_stride_src_1*ctr_1] + 0.25*_data_src_0m1[_stride_src_1*ctr_1];\n",
+       "      }\n",
+       "   }\n",
+       "}"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "ps.show_code(kernel_function.ast)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Even if it looks very ugly and low-level :) lets look at this code in a bit more detail. The code is generated in a way that it works for different array sizes. The size of the array is passed in the `_size_dst_` variables that specifiy the shape of the array for each dimension. Also, the memory layout (linearization) of the array can be different. That means the array could be stored in row-major or column-major order - if we pass in the array strides correctly the kernel does the right thing. If you're not familiar with the concept of strides check out [this stackoverflow post](https://stackoverflow.com/questions/53097952/how-to-understand-numpy-strides-for-layman) or search in the numpy documentation for strides - C vs Fortran order.\n",
+    "\n",
+    "The goal of *pystencils* is to produce the fastest possible code. One technique to do this is to use all available information already on compile time and generate code that is highly adapted to the specific problem. In our case we already know the shape and strides of the arrays we want to apply the kernel to, so we can make use of this information. This idea leads to the **fixed-field-size workflow**. The main difference there is that we define the arrays first and therefore let *pystencils* know about the array shapes and strides, so that it can generate more specific code:\n",
+    "\n",
+    "1. create numpy arrays that hold your data\n",
+    "2. define pystencils fields, this time telling pystencils already which arrays they correspond to, so that it knows about the size and strides\n",
+    "\n",
+    "in the other steps nothing has changed\n",
+    "\n",
+    "3. define the update rule \n",
+    "4. compile update rule to kernel\n",
+    "5. run the kernel"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# 1. create arrays first\n",
+    "src_arr, dst_arr = np.random.rand(30, 30), np.zeros([30, 30])\n",
+    "\n",
+    "# 2. define symbolic fields - note the additional parameter that link an array to each field\n",
+    "src_field, dst_field = ps.fields(\"src, dst:[2D]\", src=src_arr, dst=dst_arr)\n",
+    "\n",
+    "# 3. define update rule\n",
+    "update_rule = [ps.Assignment(lhs=dst_field[0, 0],\n",
+    "                             rhs=(src_field[1, 0] + src_field[-1, 0] + \n",
+    "                                  src_field[0, 1] + src_field[0, -1]) / 4)]\n",
+    "\n",
+    "# 4. compile it\n",
+    "kernel_function = ps.create_kernel(update_rule).compile()\n",
+    "\n",
+    "# 5. call kernel\n",
+    "kernel_function(src=src_arr, dst=dst_arr)  # names of arguments have to match names passed to ps.fields()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Functionally, both variants are equivalent. We see the difference only when we look at the generated code"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
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+       "<div class=\"highlight\"><pre><span></span><span class=\"n\">FUNC_PREFIX</span><span class=\"w\"> </span><span class=\"kt\">void</span><span class=\"w\"> </span><span class=\"n\">kernel</span><span class=\"p\">(</span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\">  </span><span class=\"n\">_data_dst</span><span class=\"p\">,</span><span class=\"w\"> </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"n\">_data_src</span><span class=\"p\">)</span>\n",
+       "<span class=\"p\">{</span>\n",
+       "<span class=\"w\">   </span><span class=\"k\">for</span><span class=\"w\"> </span><span class=\"p\">(</span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">;</span><span class=\"w\"> </span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">&lt;</span><span class=\"w\"> </span><span class=\"mi\">29</span><span class=\"p\">;</span><span class=\"w\"> </span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">+=</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">)</span>\n",
+       "<span class=\"w\">   </span><span class=\"p\">{</span>\n",
+       "<span class=\"w\">      </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\">  </span><span class=\"n\">_data_dst_00</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_dst</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">30</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"p\">;</span>\n",
+       "<span class=\"w\">      </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"n\">_data_src_01</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_src</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">30</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">30</span><span class=\"p\">;</span>\n",
+       "<span class=\"w\">      </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"n\">_data_src_00</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_src</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">30</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"p\">;</span>\n",
+       "<span class=\"w\">      </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"n\">_data_src_0m1</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_src</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">30</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mi\">30</span><span class=\"p\">;</span>\n",
+       "<span class=\"w\">      </span><span class=\"k\">for</span><span class=\"w\"> </span><span class=\"p\">(</span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">;</span><span class=\"w\"> </span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">&lt;</span><span class=\"w\"> </span><span class=\"mi\">29</span><span class=\"p\">;</span><span class=\"w\"> </span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">+=</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">)</span>\n",
+       "<span class=\"w\">      </span><span class=\"p\">{</span>\n",
+       "<span class=\"w\">         </span><span class=\"n\">_data_dst_00</span><span class=\"p\">[</span><span class=\"n\">ctr_1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"mf\">0.25</span><span class=\"o\">*</span><span class=\"n\">_data_src_00</span><span class=\"p\">[</span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mf\">0.25</span><span class=\"o\">*</span><span class=\"n\">_data_src_00</span><span class=\"p\">[</span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mf\">0.25</span><span class=\"o\">*</span><span class=\"n\">_data_src_01</span><span class=\"p\">[</span><span class=\"n\">ctr_1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mf\">0.25</span><span class=\"o\">*</span><span class=\"n\">_data_src_0m1</span><span class=\"p\">[</span><span class=\"n\">ctr_1</span><span class=\"p\">];</span>\n",
+       "<span class=\"w\">      </span><span class=\"p\">}</span>\n",
+       "<span class=\"w\">   </span><span class=\"p\">}</span>\n",
+       "<span class=\"p\">}</span>\n",
+       "</pre></div>\n"
+      ],
+      "text/plain": [
+       "FUNC_PREFIX void kernel(double * RESTRICT  _data_dst, double * RESTRICT const _data_src)\n",
+       "{\n",
+       "   for (int64_t ctr_0 = 1; ctr_0 < 29; ctr_0 += 1)\n",
+       "   {\n",
+       "      double * RESTRICT  _data_dst_00 = _data_dst + 30*ctr_0;\n",
+       "      double * RESTRICT _data_src_01 = _data_src + 30*ctr_0 + 30;\n",
+       "      double * RESTRICT _data_src_00 = _data_src + 30*ctr_0;\n",
+       "      double * RESTRICT _data_src_0m1 = _data_src + 30*ctr_0 - 30;\n",
+       "      for (int64_t ctr_1 = 1; ctr_1 < 29; ctr_1 += 1)\n",
+       "      {\n",
+       "         _data_dst_00[ctr_1] = 0.25*_data_src_00[ctr_1 + 1] + 0.25*_data_src_00[ctr_1 - 1] + 0.25*_data_src_01[ctr_1] + 0.25*_data_src_0m1[ctr_1];\n",
+       "      }\n",
+       "   }\n",
+       "}"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "ps.show_code(kernel_function.ast)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Compare this to the code above! It looks much simpler. The reason is that all index computations are already simplified since the exact field sizes and strides are known. This kernel now only works on arrays of the previously specified size. \n",
+    "\n",
+    "Lets try what happens if we use a different array:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Wrong shape of array dst. Expected (30, 30)\n"
+     ]
+    }
+   ],
+   "source": [
+    "src_arr2, dst_arr2 = np.random.rand(40, 40), np.zeros([40, 40])\n",
+    "try:\n",
+    "    kernel_function(src=src_arr2, dst=dst_arr2)\n",
+    "except ValueError as e:\n",
+    "    print(e)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### 1.2. GPU simulations\n",
+    "\n",
+    "Let's now jump to a seemingly unrelated topic: running kernels on the GPU. \n",
+    "When creating the kernel, an additional parameter `target=ps.Target.GPU` has to be passed. Also, the compiled kernel cannot be called with numpy arrays directly, but has to be called with `cupy.array`s instead. That means, we have to transfer our numpy array to GPU first. From this step we obtain a gpuarray, then we can run the kernel, hopefully multiple times so that the data transfer was worth the time. Finally we transfer the finished result back to CPU:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "if cupy:\n",
+    "    config = ps.CreateKernelConfig(target=ps.Target.GPU)\n",
+    "    kernel_function_gpu = ps.create_kernel(update_rule, config=config).compile()\n",
+    "    # transfer to GPU\n",
+    "    src_arr_gpu = cupy.asarray(src_arr)\n",
+    "    dst_arr_gpu = cupy.asarray(dst_arr)\n",
+    "    \n",
+    "    # run kernel on GPU, this is done many times in real setups\n",
+    "    kernel_function_gpu(src=src_arr_gpu, dst=dst_arr_gpu)\n",
+    "    \n",
+    "    # transfer result back to CPU\n",
+    "    dst_arr = dst_arr_gpu.get()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "###  1.3. Summary: manual way\n",
+    "\n",
+    "- Don't confuse *pystencils* fields and *numpy* arrays\n",
+    "    - fields are symbolic\n",
+    "    - arrays are numeric\n",
+    "- Use the fixed-field-size workflow whenever possible, since code might be faster. Create arrays first, then create fields from arrays\n",
+    "- if we run GPU kernels, arrays have to transferred to the GPU first\n",
+    "\n",
+    "As demonstrated in the examples above we have to define 2 or 3 corresponding objects for each grid:\n",
+    "\n",
+    "- symbolic pystencils field\n",
+    "- numpy array on CPU \n",
+    "- for GPU use also cupy to mirror the data on the GPU\n",
+    "\n",
+    "Managing these three objects manually is tedious and error-prone. We'll see in the next section how the data handling object takes care of this problem."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## 2. Introducing the data handling - serial version\n",
+    "\n",
+    "### 2.1. Example for CPU simulations\n",
+    "\n",
+    "The data handling internally keeps a mapping between symbolic fields and numpy arrays. When we create a field, automatically a corresponding array is allocated as well. Optionally we can also allocate memory on the GPU for the array as well. Lets dive right in and see how our example looks like, when implemented with a data handling."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "dh = ps.create_data_handling(domain_size=(30, 30))\n",
+    "\n",
+    "# fields are now created using the data handling\n",
+    "src_field = dh.add_array('src', values_per_cell=1)\n",
+    "dst_field = dh.add_array('dst', values_per_cell=1)\n",
+    "\n",
+    "# kernel is created just like before\n",
+    "update_rule = [ps.Assignment(lhs=dst_field[0, 0],\n",
+    "                             rhs=(src_field[1, 0] + src_field[-1, 0] + src_field[0, 1] + src_field[0, -1]) / 4)]\n",
+    "kernel_function = ps.create_kernel(update_rule).compile()\n",
+    "\n",
+    "# have a look at the generated code - it uses \n",
+    "# the fast version where array sizes are compiled-in\n",
+    "#  ps.show_code(kernel_function.ast)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The data handling has methods to create fields - but where are the corresponding arrays? \n",
+    "In the serial case you can access them as a member of the data handling, for example to initialize our 'src' array we can write"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "src_arr = dh.cpu_arrays['src']\n",
+    "src_arr.fill(0.0)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "This method is nice and easy, but you should not use it if you want your simulation to run on distributed-memory clusters. We'll see why in the last section. So it is good habit to not access the arrays directly but use the data handling to do so. We can, for example, initialize the array also with the following code:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "dh.fill('src', 0.0)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "To run the kernels with the same code as before, we would also need the arrays. We could do that accessing the `cpu_arrays`:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "kernel_function(src=dh.cpu_arrays['src'],\n",
+    "                dst=dh.cpu_arrays['dst'])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "but to be prepared for MPI parallel simulations, again a method of the data handling should be used for this. \n",
+    "Besides, this method is also simpler to use - since it automatically detects which arrays a kernel uses and passes them in."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "dh.run_kernel(kernel_function)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "To access the data read-only instead of using `cpu_arrays` the gather function should be used.\n",
+    "This function gives you a read-only copy of the domain or part of the domain. \n",
+    "We will discuss this function later in more detail when we look at MPI parallel simulations.\n",
+    "For serial simulations keep in mind that modifying the resulting array does not change your original data!"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "read_only_copy = dh.gather_array('src', ps.make_slice[:, :], ghost_layers=False)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### 2.2. Example for GPU simulations\n",
+    "\n",
+    "In this section we have a look at GPU simulations using the data handling. Only minimal changes are required.\n",
+    "When creating the data handling we can pass a 'default_target'. This means for every added field an array on the CPU and the GPU is allocated. This is a useful default, for more fine-grained control the `add_array` method also takes additional parameters controlling where the array should be allocated.\n",
+    "\n",
+    "Additionally we also need to compile a GPU version of the kernel."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "if gpu is False:\n",
+    "    dh = ps.create_data_handling(domain_size=(30, 30), default_target=ps.Target.CPU)\n",
+    "else:\n",
+    "    dh = ps.create_data_handling(domain_size=(30, 30), default_target=ps.Target.GPU)\n",
+    "\n",
+    "# fields are now created using the data handling\n",
+    "src_field = dh.add_array('src', values_per_cell=1)\n",
+    "dst_field = dh.add_array('dst', values_per_cell=1)\n",
+    "\n",
+    "# kernel is created just like before\n",
+    "update_rule = [ps.Assignment(lhs=dst_field[0, 0],\n",
+    "                             rhs=(src_field[1, 0] + src_field[-1, 0] + src_field[0, 1] + src_field[0, -1]) / 4)]\n",
+    "config = ps.CreateKernelConfig(target=dh.default_target)\n",
+    "kernel_function = ps.create_kernel(update_rule, config=config).compile()\n",
+    "\n",
+    "dh.fill('src', 0.0)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The data handling provides function to transfer data between CPU and GPU"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "if gpu:\n",
+    "    dh.to_gpu('src')\n",
+    "    \n",
+    "dh.run_kernel(kernel_function)\n",
+    "\n",
+    "if gpu:\n",
+    "    dh.to_cpu('dst')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "usually one wants to transfer all fields that have been allocated on CPU and GPU at the same time:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "dh.all_to_gpu()\n",
+    "dh.run_kernel(kernel_function)\n",
+    "dh.all_to_cpu()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "We can always include the `all_to_*` functions in our code, since they do nothing if there are no arrays allocated on the GPU. Thus there is only a single point in the code where we can switch between CPU and GPU version: the `default_target` of the data handling. "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### 2.2 Ghost Layers and periodicity\n",
+    "\n",
+    "The data handling can also provide periodic boundary conditions. Therefor the domain is extended by one layer of cells, the so-called ghost layer or halo layer."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Shape of domain          (30, 30)\n",
+      "Direct access to arrays  (32, 32)\n",
+      "Gather                   (32, 32)\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(\"Shape of domain         \", dh.shape)\n",
+    "print(\"Direct access to arrays \", dh.cpu_arrays['src'].shape)\n",
+    "print(\"Gather                  \", dh.gather_array('src', ghost_layers=True).shape)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    " So the actual arrays are 2 cells larger than what you asked for. This additional layer is used to copy over the data from the other end of the array, such that for the stencil algorithm effectively the domain is periodic. This copying operation has to be started manually though:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1600x600 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "dh = ps.create_data_handling((4, 4), periodicity=(True, False))\n",
+    "dh.add_array(\"src\")\n",
+    "\n",
+    "# get copy function\n",
+    "copy_fct = dh.synchronization_function(['src'])\n",
+    "\n",
+    "dh.fill('src', 0.0, ghost_layers=True)\n",
+    "dh.fill('src', 3.0, ghost_layers=False)\n",
+    "before_sync = dh.gather_array('src', ghost_layers=True).copy()\n",
+    "\n",
+    "copy_fct() # copy over to get periodicity in x direction\n",
+    "\n",
+    "after_sync = dh.gather_array('src', ghost_layers=True).copy()\n",
+    "plt.subplot(1,2,1)\n",
+    "plt.scalar_field(before_sync);\n",
+    "plt.title(\"Before\")\n",
+    "plt.subplot(1,2,2)\n",
+    "plt.scalar_field(after_sync);\n",
+    "plt.title(\"After\");"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## 3. Going (MPI) parallel - the parallel data handling\n",
+    "\n",
+    "### 3.1. Conceptual overview\n",
+    "To run MPI parallel simulations the waLBerla framework is used. waLBerla has to be compiled against your local MPI library and thus is a bit hard to install. We suggest to use the version shipped with conda for testing. For production, when you want to run on a cluster the best option is to build waLBerla yourself against the MPI library that is installed on your cluster.\n",
+    "\n",
+    "Now lets have a look on how to write code that runs MPI parallel.\n",
+    "Since the data is distributed, we don't have access to the full array any more but only to the part that is stored locally. The domain is split into so called blocks, where one process might get one (or sometimes multiple) blocks. To do anything with the local part of the data we iterate over the **local** blocks to get the contents as numpy arrays. The blocks returned in the loop differ from process to process.\n",
+    "\n",
+    "Copy the following snippet to a python file and run with multiple processes e.g.:\n",
+    "``mpirun -np 4 myscript.py`` you will see that there are as many blocks as processes."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "(-1, -1) (32, 32)\n",
+      "[0][PROGRESS]------(0.000 sec) Initializing SetupBlockForest:\n",
+      "[0]                             - AABB: [ <0,0,0>, <30,30,1> ]\n",
+      "[0]                             - forest size (root blocks / blocks on the initial grid): 1 x 1 x 1\n",
+      "[0]                             - periodicity: false x false x false\n",
+      "[0][PROGRESS]------(0.000 sec) Initializing SetupBlockForest: Allocating root blocks ...\n",
+      "[0][PROGRESS]------(0.000 sec) Initializing SetupBlockForest: Setting up neighborhood information for each block (with respect to periodicity) ...\n",
+      "[0][PROGRESS]------(0.000 sec) Initializing SetupBlockForest: Assigning workload, memory requirements, and SUIDs to blocks ...\n",
+      "[0][PROGRESS]------(0.000 sec) Initializing SetupBlockForest: finished!\n",
+      "[0]                            The following block structure has been created:\n",
+      "[0]                            - AABB: [ <0,0,0>, <30,30,1> ]\n",
+      "[0]                            - initial decomposition: 1 x 1 x 1 (= forest size)\n",
+      "[0]                            - periodicity: false x false x false\n",
+      "[0]                            - number of blocks discarded from the initial grid: 0 (= 0 %)\n",
+      "[0]                            - number of levels: 1\n",
+      "[0]                            - tree ID digits: 1 (-> block ID bytes = 1)\n",
+      "[0]                            - total number of blocks: 1\n",
+      "[0]                            - blocks have not yet been distributed to processes\n",
+      "[0][PROGRESS]------(0.000 sec) Balancing SetupBlockForest: Creating a process distribution for 1 process(es) ...\n",
+      "[0][PROGRESS]------(0.000 sec) Balancing SetupBlockForest: process distribution to 1 process(es) finished!\n",
+      "[0]                            - number of worker processes:       1\n",
+      "[0]                            - number of empty buffer processes: 0\n",
+      "[0]                            - buffer processes are inserted into the process network: no\n",
+      "[0]                            The resulting block structure looks like as follows:\n",
+      "[0]                            - AABB: [ <0,0,0>, <30,30,1> ]\n",
+      "[0]                            - initial decomposition: 1 x 1 x 1 (= forest size)\n",
+      "[0]                            - periodicity: false x false x false\n",
+      "[0]                            - number of blocks discarded from the initial grid: 0 (= 0 %)\n",
+      "[0]                            - number of levels: 1\n",
+      "[0]                            - tree ID digits: 1 (-> block ID bytes = 1)\n",
+      "[0]                            - total number of blocks: 1\n",
+      "[0]                            - number of processes: 1 (1 worker process(es) / 0 empty buffer process(es))\n",
+      "[0]                            - buffer processes are inserted into the process network: no\n",
+      "[0]                            - process ID bytes: 0\n",
+      "[0]                            - blocks/memory/workload per process:\n",
+      "[0]                               + blocks:\n",
+      "[0]                                  - min       = 1\n",
+      "[0]                                  - max       = 1\n",
+      "[0]                                  - avg       = 1\n",
+      "[0]                                  - stdDev    = 0\n",
+      "[0]                                  - relStdDev = 0\n",
+      "[0]                               + memory:\n",
+      "[0]                                  - min       = 1\n",
+      "[0]                                  - max       = 1\n",
+      "[0]                                  - avg       = 1\n",
+      "[0]                                  - stdDev    = 0\n",
+      "[0]                                  - relStdDev = 0\n",
+      "[0]                               + workload:\n",
+      "[0]                                  - min       = 1\n",
+      "[0]                                  - max       = 1\n",
+      "[0]                                  - avg       = 1\n",
+      "[0]                                  - stdDev    = 0\n",
+      "[0]                                  - relStdDev = 0\n",
+      "[0][PROGRESS]------(0.000 sec) Adding block data (\"cell bounding box\")\n",
+      "[0][PROGRESS]------(0.000 sec) Adding block data (\"field\")\n"
+     ]
+    }
+   ],
+   "source": [
+    "dh = ps.create_data_handling(domain_size=(30, 30), parallel=True)\n",
+    "field = dh.add_array('field')\n",
+    "for block in dh.iterate():\n",
+    "    # offset is in global coordinates, where first inner cell has coordiante (0,0) \n",
+    "    # and ghost layers have negative coordinates\n",
+    "    print(block.offset, block['field'].shape) \n",
+    "    \n",
+    "    # use offset to create a local array 'my_data' for the part of the domain\n",
+    "    #np.copyto(block[field.name], my_data)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "To get some more interesting results here in the notebook we put multiple blocks onto our single notebook process. This makes not much sense for real simulations, but for testing and demonstration purposes this is useful."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "(-1, -1, -1)[0][PROGRESS]------(0.025 sec) Initializing SetupBlockForest:\n",
+      "[0]                             - AABB: [ <0,0,0>, <40,10,40> ]\n",
+      "[0]                             - forest size (root blocks / blocks on the initial grid): 2 x 1 x 2\n",
+      "[0]                             - periodicity: true x false x false\n",
+      " (22, 12, 22)\n",
+      "(19, -1, -1) (22, 12, 22)\n",
+      "(-1, -1, 19) (22, 12, 22)\n",
+      "(19, -1, 19) (22, 12, 22)\n",
+      "[0][PROGRESS]------(0.025 sec) Initializing SetupBlockForest: Allocating root blocks ...\n",
+      "[0][PROGRESS]------(0.025 sec) Initializing SetupBlockForest: Setting up neighborhood information for each block (with respect to periodicity) ...\n",
+      "[0][PROGRESS]------(0.025 sec) Initializing SetupBlockForest: Assigning workload, memory requirements, and SUIDs to blocks ...\n",
+      "[0][PROGRESS]------(0.025 sec) Initializing SetupBlockForest: finished!\n",
+      "[0]                            The following block structure has been created:\n",
+      "[0]                            - AABB: [ <0,0,0>, <40,10,40> ]\n",
+      "[0]                            - initial decomposition: 2 x 1 x 2 (= forest size)\n",
+      "[0]                            - periodicity: true x false x false\n",
+      "[0]                            - number of blocks discarded from the initial grid: 0 (= 0 %)\n",
+      "[0]                            - number of levels: 1\n",
+      "[0]                            - tree ID digits: 3 (-> block ID bytes = 1)\n",
+      "[0]                            - total number of blocks: 4\n",
+      "[0]                            - blocks have not yet been distributed to processes\n",
+      "[0][PROGRESS]------(0.025 sec) Balancing SetupBlockForest: Creating a process distribution for 1 process(es) ...\n",
+      "[0][PROGRESS]------(0.025 sec) Balancing SetupBlockForest: process distribution to 1 process(es) finished!\n",
+      "[0]                            - number of worker processes:       1\n",
+      "[0]                            - number of empty buffer processes: 0\n",
+      "[0]                            - buffer processes are inserted into the process network: no\n",
+      "[0]                            The resulting block structure looks like as follows:\n",
+      "[0]                            - AABB: [ <0,0,0>, <40,10,40> ]\n",
+      "[0]                            - initial decomposition: 2 x 1 x 2 (= forest size)\n",
+      "[0]                            - periodicity: true x false x false\n",
+      "[0]                            - number of blocks discarded from the initial grid: 0 (= 0 %)\n",
+      "[0]                            - number of levels: 1\n",
+      "[0]                            - tree ID digits: 3 (-> block ID bytes = 1)\n",
+      "[0]                            - total number of blocks: 4\n",
+      "[0]                            - number of processes: 1 (1 worker process(es) / 0 empty buffer process(es))\n",
+      "[0]                            - buffer processes are inserted into the process network: no\n",
+      "[0]                            - process ID bytes: 0\n",
+      "[0]                            - blocks/memory/workload per process:\n",
+      "[0]                               + blocks:\n",
+      "[0]                                  - min       = 4\n",
+      "[0]                                  - max       = 4\n",
+      "[0]                                  - avg       = 4\n",
+      "[0]                                  - stdDev    = 0\n",
+      "[0]                                  - relStdDev = 0\n",
+      "[0]                               + memory:\n",
+      "[0]                                  - min       = 4\n",
+      "[0]                                  - max       = 4\n",
+      "[0]                                  - avg       = 4\n",
+      "[0]                                  - stdDev    = 0\n",
+      "[0]                                  - relStdDev = 0\n",
+      "[0]                               + workload:\n",
+      "[0]                                  - min       = 4\n",
+      "[0]                                  - max       = 4\n",
+      "[0]                                  - avg       = 4\n",
+      "[0]                                  - stdDev    = 0\n",
+      "[0]                                  - relStdDev = 0\n",
+      "[0][PROGRESS]------(0.025 sec) Adding block data (\"cell bounding box\")\n",
+      "[0][PROGRESS]------(0.026 sec) Adding block data (\"field\")\n"
+     ]
+    }
+   ],
+   "source": [
+    "from waLBerla import createUniformBlockGrid\n",
+    "from pystencils.datahandling import ParallelDataHandling\n",
+    "\n",
+    "blocks = createUniformBlockGrid(blocks=(2,1,2), cellsPerBlock=(20, 10, 20), \n",
+    "                                oneBlockPerProcess=False, periodic=(1, 0, 0))\n",
+    "dh = ParallelDataHandling(blocks)\n",
+    "field = dh.add_array('field')\n",
+    "for block in dh.iterate():\n",
+    "    print(block.offset, block['field'].shape)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Now we see that we have four blocks with (20, 10, 20) block each, and the global domain is (40, 10, 40) big.\n",
+    "All subblock also have a ghost layer around them, which is used to synchronize with their neighboring blocks (over the network). For ghost layer synchronization the same `synchronization_function` is used that we used above for periodic boundaries, because copying between blocks and copying the ghost layer for periodicity uses the same mechanism."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/latex": [
+       "$\\displaystyle \\left( 40, \\  10, \\  40\\right)$"
+      ],
+      "text/plain": [
+       "(40, 10, 40)"
+      ]
+     },
+     "execution_count": 22,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "dh.gather_array('field').shape"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### 3.2. Parallel example \n",
+    "\n",
+    "To illustrate this in more detail, lets run a simple kernel on a parallel domain. waLBerla can handle 3D domains only, so we choose a z-size of 1."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[0][PROGRESS]------(0.119 sec) Initializing SetupBlockForest:\n",
+      "[0]                             - AABB: [ <0,0,0>, <40,40,1> ]\n",
+      "[0]                             - forest size (root blocks / blocks on the initial grid): 2 x 4 x 1\n",
+      "[0]                             - periodicity: true x true x false\n",
+      "[0][PROGRESS]------(0.119 sec) Initializing SetupBlockForest: Allocating root blocks ...\n",
+      "[0][PROGRESS]------(0.119 sec) Initializing SetupBlockForest: Setting up neighborhood information for each block (with respect to periodicity) ...\n",
+      "[0][PROGRESS]------(0.119 sec) Initializing SetupBlockForest: Assigning workload, memory requirements, and SUIDs to blocks ...\n",
+      "[0][PROGRESS]------(0.119 sec) Initializing SetupBlockForest: finished!\n",
+      "[0]                            The following block structure has been created:\n",
+      "[0]                            - AABB: [ <0,0,0>, <40,40,1> ]\n",
+      "[0]                            - initial decomposition: 2 x 4 x 1 (= forest size)\n",
+      "[0]                            - periodicity: true x true x false\n",
+      "[0]                            - number of blocks discarded from the initial grid: 0 (= 0 %)\n",
+      "[0]                            - number of levels: 1\n",
+      "[0]                            - tree ID digits: 4 (-> block ID bytes = 1)\n",
+      "[0]                            - total number of blocks: 8\n",
+      "[0]                            - blocks have not yet been distributed to processes\n",
+      "[0][PROGRESS]------(0.119 sec) Balancing SetupBlockForest: Creating a process distribution for 1 process(es) ...\n",
+      "[0][PROGRESS]------(0.119 sec) Balancing SetupBlockForest: process distribution to 1 process(es) finished!\n",
+      "[0]                            - number of worker processes:       1\n",
+      "[0]                            - number of empty buffer processes: 0\n",
+      "[0]                            - buffer processes are inserted into the process network: no\n",
+      "[0]                            The resulting block structure looks like as follows:\n",
+      "[0]                            - AABB: [ <0,0,0>, <40,40,1> ]\n",
+      "[0]                            - initial decomposition: 2 x 4 x 1 (= forest size)\n",
+      "[0]                            - periodicity: true x true x false\n",
+      "[0]                            - number of blocks discarded from the initial grid: 0 (= 0 %)\n",
+      "[0]                            - number of levels: 1\n",
+      "[0]                            - tree ID digits: 4 (-> block ID bytes = 1)\n",
+      "[0]                            - total number of blocks: 8\n",
+      "[0]                            - number of processes: 1 (1 worker process(es) / 0 empty buffer process(es))\n",
+      "[0]                            - buffer processes are inserted into the process network: no\n",
+      "[0]                            - process ID bytes: 0\n",
+      "[0]                            - blocks/memory/workload per process:\n",
+      "[0]                               + blocks:\n",
+      "[0]                                  - min       = 8\n",
+      "[0]                                  - max       = 8\n",
+      "[0]                                  - avg       = 8\n",
+      "[0]                                  - stdDev    = 0\n",
+      "[0]                                  - relStdDev = 0\n",
+      "[0]                               + memory:\n",
+      "[0]                                  - min       = 8\n",
+      "[0]                                  - max       = 8\n",
+      "[0]                                  - avg       = 8\n",
+      "[0]                                  - stdDev    = 0\n",
+      "[0]                                  - relStdDev = 0\n",
+      "[0]                               + workload:\n",
+      "[0]                                  - min       = 8\n",
+      "[0]                                  - max       = 8\n",
+      "[0]                                  - avg       = 8\n",
+      "[0]                                  - stdDev    = 0\n",
+      "[0]                                  - relStdDev = 0\n",
+      "[0][PROGRESS]------(0.119 sec) Adding block data (\"cell bounding box\")\n",
+      "[0][PROGRESS]------(0.119 sec) Adding block data (\"src\")\n",
+      "[0][PROGRESS]------(0.120 sec) Adding block data (\"dst\")\n"
+     ]
+    }
+   ],
+   "source": [
+    "blocks = createUniformBlockGrid(blocks=(2,4,1), cellsPerBlock=(20, 10, 1), \n",
+    "                                oneBlockPerProcess=False, periodic=(1, 1, 0))\n",
+    "dh = ParallelDataHandling(blocks, dim=2)\n",
+    "src_field = dh.add_array('src')\n",
+    "dst_field = dh.add_array('dst')\n",
+    "\n",
+    "update_rule = [ps.Assignment(lhs=dst_field[0, 0 ],\n",
+    "                             rhs=(src_field[1, 0] + src_field[-1, 0] + \n",
+    "                                  src_field[0, 1] + src_field[0, -1]) / 4)]\n",
+    "\n",
+    "# 3. compile update rule to function\n",
+    "kernel_function = ps.create_kernel(update_rule).compile()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Now lets initialize the arrays. To do this we can get arrays (meshgrids) from the block with the coordinates of the local cells. We use this to initialize a circular shape."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1600x600 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "dh.fill('src', 0.0)\n",
+    "for block in dh.iterate(ghost_layers=False, inner_ghost_layers=False):\n",
+    "    x, y = block.midpoint_arrays\n",
+    "    inside_sphere = (x -20)**2 + (y-25)**2  < 8 ** 2\n",
+    "    block['src'][inside_sphere] = 1.0\n",
+    "plt.scalar_field( dh.gather_array('src') );"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Now we can run our compute kernel on this data as usual. We just have to make sure that the field is synchronized after every step, i.e. that the ghost layers are correctly updated."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "sync = dh.synchronization_function(['src'])\n",
+    "for i in range(40):\n",
+    "    sync()\n",
+    "    dh.run_kernel(kernel_function)\n",
+    "    dh.swap('src', 'dst')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1600x600 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.scalar_field( dh.gather_array('src') );"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.0rc1"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/docs/source/tutorials/04_tutorial_advection_diffusion.ipynb b/docs/source/tutorials/04_tutorial_advection_diffusion.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..4d9cfbc8cc383a2be498e8038bde745c5766136a
--- /dev/null
+++ b/docs/source/tutorials/04_tutorial_advection_diffusion.ipynb
@@ -0,0 +1,211 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from pystencils.session import *"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Tutorial 04: Advection Diffusion - Simple finite differences discretization\n",
+    "\n",
+    "In this tutorial we demonstrate how to use the discretization layer on top of *pystencils*, that defines how continuous differential operators are discretized. The result of this discretization layer are stencil equations which are used to generated C or CUDA code.\n",
+    "\n",
+    "We are going to discretize the [advection diffusion equation](https://en.wikipedia.org/wiki/Convection%E2%80%93diffusion_equation) without reaction terms:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAAVCAYAAABrCyNXAAAACXBIWXMAAA7EAAAOxAGVKw4bAAAJB0lEQVR4Ae2c63EUORDH91wOwMdFcCYDHhGcyYBHBEAGpvwJvlFcBkAEYDI4iIBHBpABPmfg+/+0aiHNaDSa3Rl5t+q6SpZGanW3ulut1uyuV1dXV6tdLM+fPz9eSq4laS8l81J091kXuyq75DpSua9yqnJrKdvV0D1Y7SC8ePHiVGLdWlC0Y89jQRa7T7qBnpdWws7ZUTo90aLPVL6pvFG5o75z1dcCvxEFJMB3cT/eUIKbmv9jw7m9aaJ1X513VT/rDc7YIfoEkUvVGGGnQDIR3N6qYJP3en4aC+hlR+9Jf4wz1tbcop49j3uig8MCH1UuXWu1OvI1z8+Em9hfz838ycu5E3aULOjlTHXiu15GfPqB11uzyjb4E3F8rYKhqGvgppBuzCm0aKGgT6pv1wiwLY74fBWNv1TjqDsHkutKQj1Q/SEWTs9soA+qE0eKcUptzavWs3CR4Zvqnk3UZ36TyBj1N/En8dsJO0qOV9IVOvlT7eBTaqPvf1Vuq83J3gwO4SSmb1RwFk4M2kE4xnMgHALBRg6Wo+f7UFBtgCmQqR6CFzw3PgmrOU1ElH7jkzOZrTGC6zZQpWfxsWvSuxwzjeMrbHyyjRCEfH9Lf9rajpIZfZPyb5PREXjJuJL9w7Pvg0fTDR7fwW2znkmIIkhYl86rTlKz4qS6wYeiuY2C67h4LM8LnkTYXQPS4x+SLXGWmYSs1fNgkInk4H55JDk5uWJo5k8z2REf2MoPkENl6LC4EP27sYJatMMGl2BEYDbsqdpjC8V4ZsBZ5BRP7oRzB4wa2eD5sAaxMQ6bi3vvrDBRzwSZleaUTh2zWZJVaE5rf9oJO2rdT1Req7zyBb8GOBTH9pVDnPPPYYcYm5aIPJi2SmgEtZSjM32rR5wp69DiiWI4If5Q+a7ncMqrTVrEi56QIurZgfpYx0//eKn6i/q6zgpPeAeaHr9ZJZnQKbLipMiLTKTHL1UcCMd0wEb6qucgbzRWo59BPXtWcVUTZMxpWUMXZvEnrW9f7PiPFEDWFU5xtU9ULLuxYNjVU++5cs29ed2Og7hDRC3qEoVyBgMdowXHi+dv2b6j+WzWHPBm8m8NfFbB2DHc0MOjuAPZVaD1mXl+LnfF7lymgTe0VsYXBcnGJuIlEUGKwjpNzjjgmQ4sAMdy2ViNfkp6DjQlh92/cdoSQA/oOa9obOVPmr9PdnR6ksxhc6MUPWND68PORZi45iItBrsnOH0Ig7A4WfJaH+bqW+L0FlmXvnBPSUA8cTQcF+D06TrSY/V17zbIz1vm+FQnDc8FJnheywaXfJx+bNjuR02skTfXZB0r1bEOsEnQQWesRj/w7OkZPh0g8ABxkFn3pH/hCQwFgm38aV/syAmNvjhEcmBZznsblN3Y7Hz6EGzpx6aseaX5fNyL/2NT5y+q8XPepb3sbXBN+KjyTYP3VRNBYwHY9GyoKtBcFsbHA9mPWTpEOIlNwHiIlAd5gNwmjeVbCZc3qmzYZDOr/3cIZID5ZoDM8LpL88H5VIMbEcGAJnvUHZrokxdUId32IzhLHJxKOiiNQS7Rj56H9AxuDG7jjsgPPndMgn42ENDvaUzyJ81Zyo7QteCF/AboZSW+BKQu4L/JYddBIKtFB0O2xh85cJx/q8aXbqlObKPn6jULlzWAb1mfmmvQGEGCL9g8621wj4PAIIVTXMicIjiTE9LjFStwVVjElyJiYdD4qcaRUExvM2iMtNaAIIBT1cpZ5fCe3lCENt5TaydrPEl8WCMOgf4d2FpU93RQGvPTT4QT68d3j1Y4UHbT2kzRtbsl/lKCTfxpKTvmNvBKa0G3HGiTdCV8s1cckIMuNG7BhM1oQF8uGFSt2cv6VjSSz9uNuGp4ueBxEHWGpghgWARwUdcPnKlOTkXfX6xEq/YbVxcihLKGwKWfotfduLxYcqAx5lPC5liPFP+CD++mUJAVI680nttc2MCdBH5+LPOofjzymJ7hTTAHBvXo+XMAEEy7QddNtj8an+RPnvZe2FFrdCe/artG2rKtJriRAaAnAgg6o6xoqzhdq67yXeER/LnWPVb7EjoZYHM722U3uJ9gqTiv/BGCF1ZDBDM8JnchFMIPAWMEnQCSh6gbImMkX1ZOjVs0DTTUwEAu2sWdDdtd3mxUt07Wp+J0ohoHwA62XjZ7DKP68chjegbN9JQLMsYTJyOjQ94aqPYn0TT7WZ3Q17jJF/dfix0lC/ockhP/RFaX3oOrwoYH/yVtFbO10bBaKL9AeLZmggN0shkDM6Bp4we/SKQtkNSDgSH8Vs+TUpeUWtUT/HhZMASMO2cHQfLQ7r4jYIjTpHdfEj6KuQChA6Td0G4KkgdDot94TTgEm9iuNPeEZwHA4enZnQTC6X7iUKsf8Ep61vD6Uwnx6ulFfScq8MbJqq8sntYUf9oLO6IsAZs2Sf21XuxIGs3XU82GenTAWC541qyZ/Zibu6bc+eu+i97pC49eSPsIZ9EN7nmdq06+MBGEUUNjnF5Eapd+6DmbGqrfpUDCs01wpHb2K7jCBeep6mqlCX8WEE/kwglI77hqvFNh4yM/fWzmsMnU5tQcXLvGR/UjHJwrq2dPH5nstIhPCfoBnJXUsuu0brD0x/Ou9ifhN7OjeG10B7f1+vmP9Hxhfao5obFnAD2jW/Sffemr/uKaNc5La07/wf2oMTK/te3GflOq37OejOHMNS5e31v+fla8juE5l/z7Qqe1nmO9iPfs/jSHHUXD/X47lnWJtvjwG/FzaKvmd+OTfi/OXJufk09j0A//S+EghJaBhiJBy5ON6JWkOgNizdVNamURcy6a+0CntZ6DThbypznsyEmbnLZB6HkbZKhkZwDvUaZmQrzL4JpkWRZ0HKjvVA3u34FmMUX385pWEo4UlJQ5CLmEAKLPnZYXiLUviZYQ49pottLz0gvcNztKXq5IHGJcVXJfnR5VmWhwXbKDiaD000/qXUMPR6m1R+AFGXfNpTce99WW2UJ7TZY5ttJzWYrtR/fKjtqcvFPZyu9Eg01dRWPnTnDsrQVwuvKiYPBFAnibguiSyvB58qJZwqbytZq3tJ6XXsf/dhzX8H+Whc0PuZKrAwAAAABJRU5ErkJggg==\n",
+      "text/latex": [
+       "$\\displaystyle \\nabla \\cdot(v c) - div(D \\nabla c) + \\partial_t c_{C}$"
+      ],
+      "text/plain": [
+       "Advection(c_C, v_C__0) - Diffusion(c_C, D) + Transient(c_C)"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "domain_size = (200, 80)\n",
+    "dim = len(domain_size)\n",
+    "\n",
+    "# create arrays\n",
+    "c_arr = np.zeros(domain_size)\n",
+    "v_arr = np.zeros(domain_size + (dim,))\n",
+    "\n",
+    "# create fields\n",
+    "c, v, c_next = ps.fields(\"c, v(2), c_next: [2d]\", c=c_arr, v=v_arr, c_next=c_arr)\n",
+    "\n",
+    "# write down advection diffusion pde\n",
+    "# the equation is represented by a single term and an implicit \"=0\" is assumed.\n",
+    "adv_diff_pde = ps.fd.transient(c) - ps.fd.diffusion(c, sp.Symbol(\"D\")) + ps.fd.advection(c, v)\n",
+    "adv_diff_pde"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "It describes how the concentration $c$ of a passive substance, which does not influence the flow field, behaves in a fluid with given velocity $v$.\n",
+    "To illustrate the two effects here, image we release a constant stream of dye at some point in a river. The dye is transported with the flow (advection) but also the trace gets wider and wider normal to the flow direction due to diffusion."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/latex": [
+       "$\\displaystyle 0.96 {{c}_{(0,0)}} - 0.005 {{c}_{(1,0)}} {{v}_{(1,0)}^{0}} + 0.01 {{c}_{(1,0)}} - 0.005 {{c}_{(0,1)}} {{v}_{(0,1)}^{1}} + 0.01 {{c}_{(0,1)}} + 0.005 {{c}_{(0,-1)}} {{v}_{(0,-1)}^{1}} + 0.01 {{c}_{(0,-1)}} + 0.005 {{c}_{(-1,0)}} {{v}_{(-1,0)}^{0}} + 0.01 {{c}_{(-1,0)}}$"
+      ],
+      "text/plain": [
+       "0.96â‹…c_C - 0.005â‹…c_Eâ‹…v_E__0 + 0.01â‹…c_E - 0.005â‹…c_Nâ‹…v_N__1 + 0.01â‹…c_N + 0.005â‹…c\n",
+       "_Sâ‹…v_S__1 + 0.01â‹…c_S + 0.005â‹…c_Wâ‹…v_W__0 + 0.01â‹…c_W"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "discretize = ps.fd.Discretization2ndOrder(1, 0.01)\n",
+    "discretization = discretize(adv_diff_pde)\n",
+    "discretization.subs(sp.Symbol(\"D\"),1)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "ast = ps.create_kernel([ps.Assignment(c_next.center(), discretization.subs(sp.Symbol(\"D\"), 1))])\n",
+    "kernel = ast.compile()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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ygr29PZ4+fcrUBw8ejK+//pqpvXr1Cg4ODrJ9hytWrECrVq2Y3ZL5+flwcnLC/PnzmbMXL16Evb29bMfesGHD8NVXXzH7mqKiotCwYUPZ/r7Vq1ejRYsWzL6mwsJCdOzYEXPnzmXOXr58Gfb29pBbjjVy5Ej07t2b6evNmzdwdHSU7e9bu3YtmjdvzuyWLCoqQufOnTFr1izmrI+PD+zs7GQ748aMGYOePXsyuyVjY2Ph6Ogo25O3ceNGNGvWjNktWVxcjK5du2LGjBnM2evXr8POzk62m238+PHo0aMH01d8fDwaNWoEd3d35uzmzZvRpEkTZrdkSUkJnJ2dMWXKFOasn58f7OzsZPtaJ06ciE8//ZTZLZmYmIjGjRvL9r5t374djRs3xtu3byVaaWkpPv30U0yaNIk56+/vDzs7O9musSlTpsDZ2ZnZLZmUlIQmTZrI9qvt2rULjRo1QkJCAtNXjx49MH78eObs3bt3YWdnJ9s/Om3aNHTt2pXZLZmamopmzZph48aNzNndu3ejUaNGiIuLk2hqtRo9e/bE2LFjmbP379+HnZ2dbM/nrFmz0LlzZ2a3ZFpaGpo3b45169YxZ/ft2wdHR0e8efNGohERevXqhVGjRjFng4KCYG9vj8uXLzP1OXPmoGPHjsxuyYyMDLRo0QJr1qxhzh48eBANGzZkdiUSEfr06YPhw4czZ0NCQmBvb4+LFy8y9fnz58PJyYnZLZmVlYWWLVti5cqVzNkjR47AwcFBtj+5b9++GDJkCFN78uQJ7O3tZXsrFy5ciPbt2yM/P1+iZWdno3Xr1li+fDlz9vjx43BwcJDtJOzfvz8GDhzI1MLDw2Fvby/bD7l48WK0a9eO2S2Zk5ODtm3bYtmyZczZU6dOwd7eXrb7b8CAARgwYABTi4iIgIODg2wP47Jly9CmTRtmD3Zubi7atWuHn3/+mTl79uxZ2Nvby/YBDxw4EP369WNqkZGRcHBwkO07XL58OVq1asXslszPz8cnn3yChQsXMmc1WUWuD3jIkCHo27cvU1OpVGjYsKFsB/LKlSvRsmVLZrdkQUEBnJycMG/ePOast7c37O3tZXt3hw8fjj59+jAzwevXr7VmFTc3twqzypw5c5izFWWV0aNHo1evXkxfMTExcHR0xL59+5iz69atQ7NmzZCWlibRNFll5syZzFlfX1/Y2dnh/v37TH3s2LGyWSUuLg6NGjWSzSqbNm1C06ZNkZKSItE0WWXatGnM2YqyyoQJE/DZZ58xM0FCQgIaN26stTuXI0Xv7zbwT4aIEBUVheLiYqjVaujoiN8HyM7Ohkqlki1Jj42NhUqlQl5eHqpWrSrSCgsLERUVxQxPQFlprkqlki3zjYqKQm5uLkpLS6Grq8v0xQrYQNkPCZVKhfz8fFSrVk3iS6VSoX79+szZlJQUqFQq2TLfqKgoZGZmorS0FHp64i/finzFx8cL96tGjRpMX0ql8g/7Sk5ORklJCfT19UXau3fvoFKpZEvlNb5yc3NRs2ZNpi8LCwvmbGpqKlQqFfPQCpQ94OLi4lBSUgIDA4M/7Mvc3FykFRUVQaVSSe7jh/qKiooSvvYNDQ1FWk5ODlQqFfOgBJT9sFepVMjJyZHcl+LiYkRFRcHExIQ5m5aWBpVKxXxwAmX3S+Or/Nf9v+KrPBpf5b82NKSnp3+wr/Jf97m5uVp9JSYmQqVSMd+gKikpkS1X/xBf0dHRUKlUKCoqkvzeNL7i4+P/sC/WwREoO6SpVCrmmyLlfZX/us/Ly4NKpWIeeAHg7du3Wn1pfjZq88UKQEDZm1AqlQqFhYWSr/sP9cV6Q6+0tBRRUVGoXr06czYzM7NCX1FRUSgoKECVKlUkvqKiohAbG8ucTUpKgkqlYh4qNL7kvh81vlhvIgFlQVjjy8jISKTl5+dDpVJV6It1v9RqNVQqFfT19cvW+ysU/7IvlUqFgoICye+toKAAKpUKMTExzFnNs5flS5MJiOhPZYL8/HyYmpr+S740zzhtvgoLC/+Qr7i4OERFRSE/Px9mZmZMX/b29lp9yT17NT9z/2xWKf+9o8lQ9erV+0O+oqKikJ6erjWryD17Nb7kskpUVBTq1KnDnP2QZ29iYuKfziq1atUSaUVFRYiKikLt2rX/sK/Y2FitWUXuGfe+r/KfX+NL7mdjRZlAk1VKSkr+5UzAYcPrVDgcDofD4XA4HA6H82+B16lwOBwOh8PhcDgcDudvgR88ORwOh8PhcDgcDodTqfCDJ4fD4XA4HA6Hw+FwKhV+8ORwOBwOh8PhcDgcTqXCD57/AbC2YGrIy8tjrpf+kNni4mLm2v73Z7Utl/pv9cVae/2hvlh1An+3r5KSkkrzlZ+f/6d8sWoO/m5fpaWlleqLVWnyob7y8vJk9dzc3D/sq6Cg4A/7UqvVWn39mfv1Z3wRkez2WODP3y9WBczf7auwsPB/0pc2PTc39w8/SwoLC2U3H/+dvoqKiv6wr4r0P/PsLSoqqvDZ+3f44lnlX5v9T84E/4m+KjsTaPPFkcIPnv8BNG7cGD179mR2MV67dg02NjaYPXs2c835kCFD0K5dO5w+fVryjfP27VtYWVlh6NChiI6OlsyuW7cODg4OWLduHTNUNG/eHD169MC9e/ckmp+fH6ytrTFr1ixmJcvw4cPRtm1bnDx5UuIrJSUFVlZWGDx4MKKioiSzmzZtgr29Pdzc3JgP75YtW6JHjx7M3iV/f39YW1tjxowZzDXno0ePRps2bXD8+HGJr7S0NFhbW2PQoEHMiomtW7fCzs4Oq1evZvpq27YtunfvzuyIDAwMhLW1NaZPn85cJ+7q6opWrVrh6NGjEl8ZGRmwsbHBwIED8fLlS8nszp078fHHH2PlypXMh+Qnn3yCTz/9FLdv35ZoDx48gJWVFaZMmcKsppg4cSJatWqFQ4cOSXxlZWVBqVTiu+++Y3bl7d69Gw0aNMBvv/3GfBh17NgRzs7OuHXrlkQLDg6GpaUlJk+ezPQ1efJktGjRAgcOHJD4evfuHWxtbTFgwAC8ePFCMrtv3z7Ur18fy5cvZ/rq0qULunXrhps3b0q0x48fw9LSEpMmTWJWLUybNg3NmzfHvn37JGEnJycHH330Efr378/s8Dt48CDq1auHZcuWMR+Szs7O6Nq1K7NT8+nTp7CwsMCECROYlQazZs1Cs2bNsGfPHomvvLw81K1bF/369UN4eLhk9ujRo6hbty6WLl3KPKB+9tln6NKlC3x9fSVaREQELCwsMH78eGalwZw5c9C0aVN4eHhIfOXn56NBgwb4+uuvmX3DJ06cwEcffYTFixczffXs2ROdO3fG1atXJVpkZCQsLCzg6urKrA5YsGABmjRpgl27dklCRWFhIRo0aIC+ffsyuwVPnz4NW1tbLFq0iHkQ/PLLL9GpUydcunRJor169QoWFhYYM2YMc0X/okWLhC7Z8r6Ki4thZ2eHPn36MHuQPT09oVQq8dNPPzGDVN++fdGhQwdm12d0dDQsLCwwevRoZt3L0qVL0ahRI2zbtk3iq7S0FPb29ujduzcePXokmb148SKUSiUWLFjArLDp168fnJyccP78ecn3ekxMDCwsLDBy5Ehmrcry5cvh6OiILVu2SN4AISI4ODigV69eCA4OlsxevnwZSqUS8+bNY1bFDBgwAJ988gk8PT0lvuLj42FhYYERI0Yw60tWrlyJhg0bYtOmTcw3ZhwdHfHFF1/g4cOHEs3Hxwd16tTBnDlzmJlg0KBBaN++Pc6ePSvxlZiYCCsrKwwbNoxZtebm5gYHBwds2LCBmQmaNGmCnj17MrsYr1+/DhsbG/z444/MTDB06FC0bduWmVWSkpKErMLqqV2/fj0cHBywdu1apq8WLVqgR48eCAwMlGi3bt2CtbU1Zs6cycwEI0aMQJs2bZhZJTU1VWtW2bx5s9as0qpVK3z22WfMrBIQEKA1E4wZMwatW7eWzSo2NjayWWXbtm1CVmFlgnbt2mnNKlZWVpg2bRqzYmTcuHGyWSUzMxM2Njb4/vvvmVll165dWrOKk5OTbFZ5+PAhLC0tZbPKpEmT0LJlS61ZRS4T7NmzR2tW6dSpE5ydnZk9248ePYKFhQV++OEH2boqTjmI6C+72rRpQxwp58+fp6SkJKYWExNDN27coKKiIqbu5+dHr169Ymr5+fnk6elJ7969Y+qhoaEUHBxMarWaqV+4cEHWV1xcHF2/fl2rr5cvXzK1goICOnfuHGVnZzP1x48fU1BQEJWWlsr6evv2LVOLj4+na9euUWFhIVO/desWRUZGMrXCwkKtvp48eUIPHz6U9XXx4kVKTExkaomJieTr6yvr6/bt2/TixQumVlRUROfOnaOsrCymHhYWRg8ePJD15e3tTQkJCUzt7du35OPjQwUFBUzd39+fnj9/ztSKi4u1+goPD6d79+7J+rp06RLFx8czteTkZLp69aqsrzt37lBERATza7ekpITOnTtHmZmZzNlnz55p9XX58mVZXykpKXTlyhXKz89n6nfv3qVnz55p9ZWRkcGcff78Od29e5dKSkqY+pUrVyguLo6ppaWl0eXLl2V9BQYGUnh4ONNXaWmpVl8vXryggIAAWV9Xr16l2NhYppaenk6XLl2S9XXv3j0KCwtj+lKr1XTu3DlKT09nzkZGRtKdO3dkffn4+FBMTAxTy8zMJG9vb8rLy2Pq9+/fp6dPn8r68vT0pLS0NObsy5cvyd/fX9aXr68vvXnzhqllZWXRhQsXZH09ePCAnjx5otVXamoqc1alUtHt27epuLiYqV+7do2io6OZ2rt37+j8+fOUm5vL1B8+fEiPHz/+Q76ioqLo1q1bsr6uX79Or1+/Zmo5OTnk5eUl6ys4OJhCQ0NlfXl5eVFKSgpzNjo6mvz8/GR93bhxg6Kiophabm4ueXl5UU5ODlN/9OgRhYSEyD57vby8KDk5mam9efOGbt68KfvsvXHjBqlUKqaWl5enNROEhITQo0ePZH1VVlYpKCj401lFLhP8maxSUSZ4/PhxhZlAzldCQoLWrHL79m3ZrKLJBHK+nj59qtWXt7d3pWSVijJBWFgY3b9//w9llaSkpAozQUVZRS4TVJRVtGWCirLKPxkAQcQ4C/IeTw6Hw+FwOBwOh8Ph/FvgPZ4cDofD4XA4HA6Hw/lb4AdPDofD4XA4HA6Hw+FUKvzgyeFwOBwOh8PhcDicSoUfPDkcDofD4XA4HA6HU6noLl269C/7ZO7u7kvHjx//l32+/xamTJmCyMhI1K5dGzVr1hRpYWFhmD9/PtRqNWxtbWFgYCDS165dCx8fH1StWhXW1tZQKBSC9u7dO7i6uiIrKwt16tSBiYmJaNbT0xO7du2CgYEBlEoldHV1Rfq0adPw/Plzpq+IiAjMnTsXarUaSqUShoaGIn3Dhg24evUqTE1NYWVlJfKVm5uLsWPHCqu3TU1NRbMXLlzAjh07oKenx/Q1Y8YMPHv2DObm5qhVq5ZIe/HiBWbPno3S0lKmr02bNuHSpUswNTWV3K+8vDyMHTsW6enpTF/e3t7Ytm0b9PT0YGtrK/H1448/IiwsjOnr1atXmDlzpqyvLVu24OLFi0xfBQUFGDt2rFD3UrVqVdHslStXsHnzZujq6kKpVEJPT0+kz5kzB0+ePEGtWrVQq1Yt0Wu/fv0a06dPR3FxMZRKJapUqSKa3b59O7y8vGBiYgIbGxvRbGFhIVxdXZGSksL05ePjgw0bNkBXVxe2trYSX/PmzUNoaCjT15s3bzBt2jQUFRXB1tZW4mvnzp04d+4cTExMYG1tDR2d/38PraioCGPHjkVycjKsrKxgZmYmmr1+/TrWrVsne78WLFiAR48eoWbNmjA3Nxf5io2NxZQpU1BUVMS8Xx4eHjhz5gyMjY1hY2Mj8lVcXAxXV1ehOqC8Lz8/P6xZswY6OjrM+7Vw4UIEBQUxfcXHx2Py5MkoLCyEUqmEkZGRaHbPnj04deoU01dJSQlcXV2RkJAAKysrVKtWTTR7+/ZtrFq1Cjo6OlAqldDX1xfpixcvxv3791G9enXUrl1b5CsxMRGTJk1CQUEB09f+/ftx/PhxGBkZoU6dOiJfpaWlGDduHOLj42FpaQHMf8oAACAASURBVCnxFRAQgBUrVkChUMDW1lbia+nSpQgMDET16tVhYWEh8pWUlIRJkyYhPz+f6evgwYM4evQojIyMJPertLQUEyZMQGxsLPN+BQYGYvny5VAoFMz79csvvyAgIADVqlWT+EpJScGECROQl5eHOnXqwNjYWDR7+PBhHD58GIaGhpL7pVarMX78eMTExMDS0hLVq1cXzT548ADLli0DAOb9Wr58Ofz9/VGtWjVYWlqKfKWlpWH8+PHIzc2FUqmU+Dp27BgOHjwIQ0NDKJVKkS8iwqRJk/D69Wumr+DgYCxZsgQAoFQqJc+4FStWwM/Pj+krIyMD48aNQ05ODvN+nTx5Evv27YOBgQHq1Kkj+pmt8RUVFQULCwvUqFFDNBsaGopFixaBiJjP3lWrVuHGjRswMzOTPOOysrLg6uqKd+/eMZ+9p0+fxp49e2SfvZMnTxaqdcr7evLkCX766SfZTODm5oZr164xfWVnZ8PV1RXZ2dmwsbGR+Dp79izc3d1lfU2dOlU2q4SHh2P+/PkoLS1l+lq3bp1sVsnJycHYsWORlZXFfPZ6eXlh586d0NfXZ/qaPn06nj9/znz2Pn/+HHPmzBF8lX/2bty4EZcvX0bVqlVls4qm0oyVVbZv3y7ra+bMmbJZ5eXLl5g1a5ZsJti8eTO8vb2ZmSA/Px+urq6yWeXSpUvYsmVLhVmlVq1aMDc3F2kqlQozZ85ESUkJ835t3boVFy5c0JpVUlNTYWNjI8kEV69exaZNm4RsJ5dVatas+S9nlR07dlSYVZKTk5lZxdfXV2tWmT9/PkJCQpjP3piYGEyZMgXFxcXMrPJPZtmyZYlLly51lwisVbeVdfE6FTZ16tQhExMT+uabb+ju3bsi7dKlSwSAGjRoQPPmzZNUC3zzzTekq6tLLi4udPz4cdG68ejoaDIyMiJzc3MaPXq0ZJX5b7/9RgCoVatWtH79esn67Lp165KxsTF9/fXX5O/vL9KuXr1KAKh+/fo0Z84cSbXAgAEDSFdXl5ydnenYsWMiXzExMWRsbEzm5uY0atQoySrzVatWEQBq2bIlrV27VrKm+uOPPyYjIyPq27cv3b59W6Rdu3aNAFC9evVo9uzZkhX+AwcOJF1dXeratSsdPnxY5Cs+Pp5MTEyoVq1aNHLkSMnK8LVr1xIAatGiBa1Zs0ZSEeHg4EBGRkb01VdfkZ+fn0jz8/MjAFS3bl2aNWuWZIX/0KFDSUdHh7p06UKHDh0S+UpMTCRTU1OqWbMmjRgxQrIyfMOGDQSAmjdvTqtWrZL4aty4MVWpUoX69OlDN27cEGl37twhAPTRRx/RzJkzJSv8R4wYQTo6OtS5c2c6cOCAaN14UlISmZmZUY0aNWjYsGH07Nkz0eyWLVsIADVt2pRWrFghqYho1qwZValShb788ku6du2aSLt79y4BIFtbW5oxY4Zkhf+YMWNIR0eHOnXqRPv27RP5Sk1NpWrVqlGNGjVo6NChFB4eLprdsWOH4Gv58uWSKoZWrVqRoaEh9e7dm3x8fETagwcPCAAplUqaNm2aZFX++PHjSaFQUMeOHWnPnj0iX+np6VS9enWqXr06DRkyhJ4+fSqadXd3JwDUuHFj+vXXXyW+2rVrR4aGhtSrVy+6evWqSAsKCiKFQkF16tShKVOmSFbST5o0iRQKBXXo0IE8PDxEVR9ZWVlUo0YNqlatGg0ePJiePHkimt27dy8BoEaNGtGyZcskFRFOTk5kYGBAX3zxBV26dEmkhYSEkI6ODtnY2NAPP/wgWUk/depUUigU5OTkRO7u7iJf7969o1q1apGZmRkNHDiQQkNDRbMHDhwgAOTo6EhLly6VVDF07tyZDAwMqGfPnuTt7S3Snjx5Qjo6OmRtbU2TJk2S1NTMmDGDFAoFffLJJ7Rz506Rr9zcXDI3Nxd8hYSEiGaPHDlCAKhhw4a0ePFiSeVBt27dSF9fnz7//HM6f/68SAsPDyddXV2ysrKiiRMnSmpqZs+eTQCoffv2tH37dlHVR0FBAdWuXZuqVq1KAwYMoKCgINHsiRMnCAA5ODjQzz//LPHVvXt30tfXpx49epCnp6foZ1BERATp6emRpaUljR8/XlIHM2/ePAJA7dq1o61bt4p8FRUVkYWFBZmamtK3335LDx48EM2ePn2aAJC9vT0tXLhQUsXw+eefk76+Pn322Wd09uxZka/IyEgyMDAgS0tLGjdunKQOZuHChQSA2rZtS5s3bxZVapSWlpKlpSWZmppS//796f79+6JZT09PAkB2dnb0008/SaoYevfuTXp6etS9e3c6ffq0yNerV6/I0NCQLCwsyNXVVVIHs2TJEgJAbdq0oU2bNkmqPqytrcnExIT69etHgYGBIu3ChQsEgD7++GOaP3++pAapb9++pKenRy4uLnTy5EmRr6ioKKpSpQrVrl2bxowZI6ld+eWXXwgAtW7dmpkJbG1tydjYmL755hsKCAgQaZcvXxayyty5cyVZpV+/fkImKJ9V3rx5ozWrrFixQsgqa9eulfiqV6+ebFbx8fHRmlW+++470tXVpW7dutHRo0dFvmJjY8nY2Jhq1apFo0aNktSbrF69WsgEbm5ukqxiZ2cnZJVbt26JtBs3bgiZ4Mcff5RklUGDBmnNKqamprJZZd26dUImWL16tSQTNGzYUDar3Lp1S2tWGTZsmJBVDh48KPL19u1bqlq1KtWsWZOGDx8uySqbNm0iANSsWTNauXKlxFeTJk0qzCpymWDUqFGyWSU5OVlrVtm6davWrNK8eXPZrBIYGCj4YmWCfzKQqVPhB8//APz9/WV77hISEmT794jKAqdc/15+fr7W/r3nz5/L9u8RlX2jy/lKTEyU7d8jKutPk+vfKygo0OrrxYsXsv17Gl9yPXdv376V7d/T+JLr3yssLNTaCxgZGSnbv0dEFBAQIOsrKSlJtn+PqKzXTc5XUVER+fv7y/bJRUZGyvbvaXzJ9dwlJyfL9u8RlR0c5Pr3iouLtfp6+fKlbP8eUdnhUs5XSkqKbP+expdc/15JSYlWXyqVSrZ/T+NLrn8vLS1Na/9eaGiobP+expdcn5xKpZLt3yMqe8DJ9dylp6dr7d97/PixbP9eaWkp3b59W9ZXVFSUbP8eUVkXp5yvjIwMrf17T548kfWlVqu1+nr9+rVs/57Gl1zPXWZmptau4KdPn8oGCLVaTf7+/rI9d9HR0bL9e0RlHaFyvrKzs7V28oaFhcn272nul5yvmJgY2f49orI3VeT69969e6e1fy8sLEy2f09zv+R67mJjY2X79zS+5Pr3cnJytPbvhYeHy/bvae6XnK+4uDjZrmCisu5SOV+5ubkUGBgo6+vZs2eynbxE2jNBfHy8bFcwUcWZQFtXcERExB/29SFZ5Y9mgg/JKnLP3j+TVQoLCyvMKtoyQWVllaKioj+dVbRlgoqyirZMcOfOHa2ZQFtW0ZYJkpOT/3AmqCirvHr1qsKsIpcJUlNTtfr6JyN38OQ9nhwOh8PhcDgcDofD+bfAezw5HA6Hw+FwOBwOh/O3UOHBU6FQVFEoFA8UCsVjhUIRrlAolv3+8aUKhSJeoVCE/n71rny7HA6Hw+FwOBwOh8P5b0Ov4v8EhQA+JaIchUKhD+COQqG4/Lu2gYjWVp49DofD4XA4HA6Hw+H8t1Phn3j+/ndEc37/pf7v11/3F0P/AZw8eRLR0dFM7c2bNzh//jzy8vKYuo+PDx4/fgzW39UtKCjAkSNHkJqaypwNDg7GrVu3UFJSwtRPnTqF169fM7XY2Fh4eXkhNzeXqfv6+iI0NJTpq7CwEEeOHEFKSgpz9tGjR/Dz80NxcTFTP336NKKiophafHw8PD09ZX1du3YNjx49YvoqKirC4cOHkZyczJwNDQ3FzZs3ZX2dOXMGKpWKqSUmJuLcuXPIyclh6tevX0dwcDDTV3FxsVZfjx8/xo0bN2R9nT17Fq9evWJqb9++xdmzZ/Hu3TumfvPmTQQFBUGtVku0kpISHD58GElJSczZp0+f4tq1aygqKmLq586dw8uXL5lacnIyzpw5I+vLz88PDx8+ZPoqLS3FkSNH8PbtW+ZsWFgYfH19ZX15enoiMjKSqaWmpuL06dPIzs5m6rdu3cKDBw+0+kpMTGTOPnv2DD4+PigsLGTqXl5eePHiBVNLS0vDqVOnkJWVxdT9/f1x//59pi+1Wo0jR44gISGBORsREYGrV6/K+jp//jyeP3/O/NrNyMjAyZMnZX3duXMH9+7dY/oiIhw5cgTx8fHM2RcvXuDKlSuyvi5cuICIiAimr6ysLJw4cQKZmZnM2YCAAAQGBqK0tJTp6+jRo4iLi2PORkZG4vLlyygoKGDq3t7eePbsGdNXdnY2jh07hoyMDOZsYGAg7t69K+vr2LFjsr5evXqFS5cuafUVHh7O9JWTk6PV17179xAQEKDVV2xsLHNWpVLB29sb+fn5TP3y5csICwtj+srNzcXRo0eRnp7OnL1//z7u3LnDfMYREY4fP46YmBjm7OvXr3Hx4kVZX1euXMHTp0+ZvvLy8nD06FGkpaUxZx8+fAh/f3/ZZ++JEyfw5s0bpvbmzRtcuHBBNhNcvXq1wkwg5ysoKAi3b9+W9aUtq8TExFSYVSrKBJWRVeLi4irMKiEhIbKZQFtWCQkJ0ZoJtGWVhIQEeHp6as0EclmluLgYR44c0ZpVtGWCP5NVbty4IZtVSkpKtPp6/Pgxrl+/Lvvs1ZZVkpKStGaCD8kqcpngz2YVbZmAw4C1caj8BUAXQCiAHACrf//YUgDRAJ4A2AugRkWvw7fasnF0dBRWOS9YsEBUG+Dn50cKhUJY5bxjxw7R5sHhw4cLq5wnTZpEvr6+wnat2NhYqlWrllA7sWrVKtG2WM1q6+rVq9PgwYPp2LFjog2STZs2JQDUpEkTmj9/vqg2wN/fn3R0dITaie3bt4s2/I0aNUqonZg4cSL5+PgIvuLi4sjc3FyonVixYoVo09m2bdsEX4MGDaKjR4+KfLVo0UKonZg3bx49evRI0AICAkhXV5cMDQ3piy++oG3btok2/Lm6uhIAqlOnDk2YMIGuXr0q+EpMTCQLCwuhduK3334TbTrbuXMnAaBq1arRwIED6fDhw6INkm3atBFqJ+bOnUvBwcGCdu/ePdLV1RXqHbZu3SrapDdhwgQCQDY2NjR+/Hi6fPmy4CspKYksLS2F2only5eLtrLu3r2bAJCZmRl9//33dOjQIZGv9u3bC7UTs2fPpocPHwraw4cPSU9PjwwMDOjzzz+nLVu2iDbpTZ48mQCQtbU1jRs3ji5duiT4SklJISsrK6He4ddffxVtZd2/f7/g67vvvqODBw+KNkh27NhRqJ2YPXu2qGYhODiY9PX1hXqHzZs3izbpTZs2jQCQlZUVubq60sWLFwVf6enpZGNjI/j65ZdfRFtZDx06RACE2okDBw6INjV26dJFqJ2YNWsW3bt3T9BCQ0PJ0NBQqHfYtGmTaJPerFmzCABZWlrSmDFj6MKFC4KvjIwMqlOnjlDvsGzZMtFW1mPHjhEAoXZi//79Il8uLi5C7cTMmTNFNQtPnjyhKlWqCPUOGzduFG3XnTt3rsiXl5eXsHEzOzubbG1thXqHpUuXirafnjx5UvDVv39/2rt3r2hTY48ePYTaiRkzZogqocLCwsjIyIj09PTo008/pQ0bNoi22C5YsIAAkIWFBY0aNYo8PT0FXzk5OfTRRx8J9Q5LliwRbT89e/YsARBqJ/bs2SPaiPjFF18I9Q7Tp0+nO3fuCNqzZ8/IxMREqJ1Yv369aIvtzz//TACodu3aNHLkSDp37pzgKy8vj+rWrSvUOyxevJgiIiKEWS8vL8HXN998Q7t37xb56tOnj+Br2rRpovqH58+fk6mpqVA7sXbtWtEW26VLlxIAMjc3pxEjRtDZs2eFzZYFBQVUv359oYrq559/FtUGeHt7EwAyNjamvn37koeHh2hT49dffy3UTkydOlVU//Dy5UsyMzMTaifWrl0r2mK7fPlyAkC1atWi4cOH0+nTpwVfRUVF1KBBA6F2YtGiRRQWFibMXrlyhQAItRPu7u6iLcnffvutUJE1ZcoUUf2DSqWiatWqCbUTa9asEW2x1VRz1axZk4YNG0anTp0SfJWWlpKdnZ1QO7Fw4UJRxZGvr6/gq0+fPrRr1y7RNuLvv/9eqJ2YPHky3bhxQ/hef/36NVWvXl2onVi9erVoW6ybm5vga+jQoXTixAnRxk17e3uhduKnn34SVRxpajg0mWDnzp2iTDBkyBChIuuHH36ga9euCb7evHlDNWvWFGonymcCTTVXjRo1aMiQIXT8+HGRr0aNGglZZf78+aKscuvWLSGr9O7dm3bs2CHKBCNGjKgwq2gywcqVK0VbWTdv3qw1qzRr1kzIKvPmzRNllTt37ghZpVevXrR9+3ZRJhg9erQoq7yfCRISEqh27dpCJiifVbZv3641q7Rs2VLIKnPnzhVllcDAQElWeT8TjBs3TpRVrly5wswqTk5Okqyya9curVmlbdu2QlaZM2eOqHrp/v37QibQZJX3M8HEiROFrDJu3DhRVklOTiYrKyuhiqp8VtmzZ48kq7yfCT755BNRJng/qwQFBZG+vr4oq7yfCaZMmSJkFVdXV/L29hZ8paamkrW1tSirvJ8JNNVcclmlU6dOQib48ccfRdVLjx49IgMDA1FWkduu+08DMlttP2i5EBGVElFLAEoA7RUKRVMAOwB8DKAlgEQA61izCoVivEKhCFIoFEFy7xr90zEzM0PdunXh7OwMZ2dnODo6ijQ9PT20b98ezs7OcHFxERXPm5mZoVatWoLWrl07odzWxMQEurq6aNasmfDaderUEc0aGRmhS5cucHFxQdeuXUWl4hpfLi4ucHZ2RqNGjUSarq6uVl81a9YUtPbt24t86enpoWnTpoJua2srmq1SpQo6d+4s68vW1lb4PbF8tWvXDi4uLnBxcREVvJuZmaFGjRpMX0ZGRtDT00OTJk0+yJezs7OoJLu8r8aNG2v19X6RupmZGapXr45u3brB2dkZn3zyiciXgYEBGjduLPj66KOPRLOGhobo3LkznJ2d0a1bN4kvpVIpzDZp0kTiq23btoKv9wvLNb40vycnJyfBV5UqVWBoaIjGjRsLs3Xr1pX46tSpE1xcXNCtWzdRGbWZmRnq1KkjvHbTpk21+nq/sNzMzAzVqlUT7leHDh0EXwYGBjA0NESjRo2E33O9evVEswYGBujYsaNwv94vfTYzM4ONjY0w26xZM5Gmo6ODNm3aCL7eLwY3MzODmZkZunXrBhcXF5EvQ0NDVKlSBY6OjsIsy1enTp2Ee1Lel7W1teCrefPmsr6cnZ1FxeBmZmaoWrUqunbtCmdnZ3Ts2BE6OmU//vX19WFkZISGDRsKvho0aCCa1dfXR4cOHYTPbWRkJNKtrKy0+mrdurXw2rVr12b6cnFxQadOnQRfenp6MDY2hoODgzD78ccfa/VlbGws0i0tLYXZli1bSny1atVKuNcWFhYi3dTUlOlLV1cXJiYmsLe3F+41y5eTk5OsLwsLC0Fj+WrZsqWgW1paavWlKYfX1dWFqakp7OzshN+znZ2daFZPTw9OTk6CbmJiIuurdevWgla1alXo6OigRYsWwv2ysrISzZqYmAi+OnfuLPjS0dFB1apV0aBBA2HW3t6e6UvzuU1NTUV67dq1mb5MTU2ho6OD5s2bC3p5X8bGxoKvLl26CL40v68GDRoI/zs6ODhIfH3yySfC/Xq/eN7MzAzm5ubC523Tpo3wvW5qagpdXV2RL2tra4mv95+975fWm5mZoV69esL9atiwoeTr631frEyg+dn4fibQ+NJkAhcXlwozQXlfmqzi4uIim1Xknr01a9Zk+tJkgmbNmgmzSqWS6cvZ2ZmZCT766CPBl1xW0fzvzMoEGl/vZwJjY2Mhq2h8/dGsIudLWyZ439f7mcDY2Bj6+vpo0qSJrC/Ns/ePZoJ27doJX3+sTKB5xr3vq0qVKtDX1xdlAlZWed8XKxNoZsv70tHRETKBs7OzbCZwcXERZRVDQ0MhQ2l79r6fCcr7srGxEWblMoHmfr2fCTgMWKdRbReAJQBml/tYPQBhFc3yP/FkExkZKdsBlJKSItvlRFT2jq9cl1NBQYHWzqTY2FjZzqSKfKWmpsp2OWl8yXUmVaavtLQ0re82afNVWFiotcspLi5OtsupIl/p6elafUVFRcn6Kioq0to7+Wd9yfVOanzJ9SgWFxdr7Z2Mj4+X7XesyFdGRoZsv2NFvkpKSrT2TiYkJPxhX5mZmVoLol+/fi3bo/ghvuT6HYnK/tRJrhcwKyvrD/sqLS3V2oeZmJgo2+9Yka/s7GzZ3smKfKnV6kr1Jdc7SVTWxSnX71iRr7dv38r2OxKVdcbJ+Xr37p1s7+SH+pL72k1KSpLtd6zIV05OjtZ+xzdv3sj2O6rVaq3fUx/iS+4Zl5ubq7Xf8c/4Sk5Olu13rMhXXl6e1i7qmJgY2X5Hoj+XCbT5ys/P19rvWJm+/q5M8Geyyodkgr8jq1R2Jqgoq2jLBJXlKyMj42/LKtp+rlaUVf7J4I/2eCoUitoAiokoU6FQGAHwAbAaQDARJf7+38wE8AkRDdL2WrzHk8PhcDgcDofD4XD+d5Hr8fyQrbbWAA4oFApdlC0jOklEFxUKxSGFQtESZYuGogFM+Hca5nA4HA6Hw+FwOBzO/wYVHjyJ6AmAVoyPD68URxwOh8PhcDgcDofD+Z/ig5YLcSoXuRXiQNnaf7m6gIpmCwsLZWsMgLIKBtbq6Q957ezsbK2+UlJSmOu2gbIV5X+Xr9TUVFlfxcXFsvUKAJCens6sC/gQX+/evZOtMfgQX3I1Bn+nr5KSkkrzlZOTI1tjUJGv0tJS2XqFyval7ev+Q3zJ1QVU5Cs3N1e2xkAzK+dLrVbL1isAZZUof4cvIqo0X3l5ebL1Ch/iS9trZ2ZmytYYfIgvuRqDv9NXfn7+f6SvgoIC2XoFQPuzhIhkazKAsmevXL1CZfqq6LX/jK/CwkKttQ+V/ezV5us/MRNUZlap6Nmr7Vnyd2YVbb4qMxP8p/qqKBNwpOguXbr0L/tk7u7uS8ePH/+Xfb7/FkaMGIG1a9fi7du3woZIzTau1NRUODo64v79+8jPz0edOnVEmwg3bdqEsWPHIjo6GgYGBlAqlcLWPrVaDScnJ5w9exYZGRmwsLAQbScLCAhA586dha47W1tb0eazMWPGYPXq1UhMTJT4SktLg6OjI+7du4f8/HzY2NiIfG3btg2jR4+W9dWhQwecPn0aGRkZqF27tmg72f3799GhQwdERERArVZLfLm6umLlypVISEhA1apVYW1tLfjKyMiAo6Mj7t69i7y8PMn92rlzJ0aMGIHXr19DX18ftra2gi8iQqdOnXDy5Emkp6dLfAUFBaF9+/Z49uwZ1Go1lEqlaPPZxIkT8euvvwq+3r9fWVlZcHR0REBAAPLy8mBjYyPa3Lh7924MHToUr1+/hp6enuh+ERG6deuGY8eOIT09Hebm5qKtaSEhIWjXrh3Cw8NRWloKW1tbka8pU6Zg6dKlSEhIgKmpqeh+vXv3Do6OjvD390dubq7E1759+zBo0CCoVCro6elJ7peLi4vQC1fe19OnT9G6dWuEh4ejpKRE4mv69OlYvHgx4uPjJb5ycnLQqFEj3L59G7m5ubC2thZtlDx06BC+++47wZdSqRS2LxIRevTogYMHDyItLQ21atUSbXgNDw9Hq1atEBYWhuLiYiiVStH22B9//BELFy5EfHw8TExMYGNjI/jKy8tD48aN4efnh5ycHImvY8eO4dtvv8WrV6+gq6sLW1tbka8vvvgC+/fvR2pqKmrVqoVatWoJr/3ixQs0b94cT548QXFxMWxtbUW+5s6di/nz5yMuLk7iKz8/H02aNMGNGzeQk5MDKysr0abLkydP4ptvvhF8lb9fX375Jfbs2YPU1FTUrFkT5ubmwmu/evUKzZo1w+PHj5n3a8GCBZg7dy7i4uJgbGwMGxsbYQNsYWEhmjRpguvXryM7O1vi68yZM/jqq6/w8uVL6OjoSO5X37594eHhgZSUFNSoUQO1a9cWfEVFRaFp06YIDQ1FUVERlEqlaNvuokWL8OOPPyI2Npbpq1mzZvD19RV8vb/p0svLC71795b19c0332DXrl1ISUlB9erVRb6io6PRpEkThISEMH0tXboUM2bMQGxsLIyMjFCnTh3BV1FREVq0aIGrV68iKytL4svb2xs9e/ZEZGQkFAoFbG1tRVs0BwwYgO3btyMpKQnVq1eHhYWF4Cs2NhaNGzfGo0ePUFhYKPG1fPlyTJ06FTExMahSpYrIV0lJCVq2bIlLly4xfV25cgU9evSQ9TVw4EBs2bKF6SshIQGNGjVCcHAwCgsLUadOHdEW4JUrV2Ly5MmIiYmBoaGhxFerVq1w8eJFZGVlwdLSUrQZ9Nq1a/j000+F/tvyvoYMGYJNmzbh7du3qFatGiwtLQVfb9++haOjI4KCglBQUAClUiny5ebmhokTJ+LNmzcwNDSEUqkUfJWWlqJNmzY4f/48MjMzJb5u3rwJZ2dnwZdSqRQ944YNG4b169czfSUnJ8PR0REPHjxAQUGB5H6tX78e48aNw5s3b4Rnr8aXWq1Gu3bt4OnpiczMTEkm8Pf3R9euXfH8+XPms3fkyJFwc3P7Q1ll8+bNGDNmDF6/fv0vZ5XAwEB06tRJNhOMGTMGq1atYmaV9PR0NGzYUGtWGTVqlKyvjh074tSpU8ys8uDBAzg5OSEiIkJ49r7va9y4cVixYgUSExMlWSUzM1PIKqxnr7u7O4YNGyZklfKZoHPnzjhx4gQzqwQHBwtZhZUJJk2aJJtVsrOzRVnF2tpa5Gvv3r0YMmQIJ/X+agAAIABJREFUoqKiJL7UajWcnZ2FrKJ5xmkIDQ1FmzZthKxSPkNNnTpVNqvk5OQIWSUnJ0dyvw4cOKA1q3Tv3h2HDx9mZgJNVgkLC2NmlRkzZuDnn3+uMKtofL2fCf7JLFu2LHHp0qXuEoG1caiyLr7Vlo2Ojg6h7O/KEgDq3r270L+m6WjUXFWqVKGlS5cKm+c0vUeaq1GjRnTt2jUiInr8+LFIA0CjR48WNnBpOho1V+3atWnv3r3CZkMDAwOR7uLiQuHh4UT0/x2NmsvQ0JAWL14sbHjTdDRqroYNG5KPjw8RlXX7lfc1cuRIYSvn9OnTRVqtWrXIw8ND8GVkZCTSnZ2dhf41TUej5jIwMKCFCxcKvrp27SrSHRwc6MqVK0RU1qFX3tfw4cOFrZyajkbNVbNmTdq1a5ewQbBq1aoivWvXrkL/mqaj8X1fP/30k7DhTdPRqLns7Ozo0qVLRFS2pbC8ryFDhgjbLzUdjZqrRo0atGPHDsFX9erVRXrnzp2F/rVTp06JNH19fZo3b56w4U3T0ai5Pv74Y7p48SIRlW0kLe9r8ODBwvbLn376SaRVr16dtm3bJvgyNzcX6R07dhT61zQdje/7mjNnjrD1VdPRqLnq169P58+fJ6KyDYjlfX3//ffC9ktNR6PmqlatGm3ZskXYIGhpaSnSnZychJ6z8+fPizQ9PT368ccfBV+ajkbNVa9ePfLy8iK1Wk0JCQkSX99++62wZXLZsmUizczMjDZt2iT40nSAaq727dsLPWeajkbNpaurSzNnzhS2vn7zzTcivW7dunT27FlSq9WUnJws8dWvXz9hy6Smo1FzVa1alTZs2CBsENR0Wmqutm3bCj1nV69elfiaPn26sPVV09GouWxtbenMmTOkVqspPT1d4uvrr78WtkxqOhrf97Vu3TrBl6Y7UnO1bt1a6D69du2aSNPR0aGpU6cK21UHDhwo0pVKJZ08eZLUajVlZWVJfH311VfC1kRNR6PmMjU1pTVr1gjbex0cHER6y5YtKSAggIjKepvL+5o8ebKwXVXT0ai5bGxs6NixY6RWqyk3N1fi68svvxQ2KWs6GjWXiYkJrV69WvCl6WjUXC1atBA6Ru/cuSPxNWnSJGGLqaajUXNZW1vTkSNHSK1WU0FBgcRXr169KDIykoiItmzZItKMjY1pxYoVwvZeTUej5mrWrJnQMRoYGCjSFAoFTZgwQdhiOmbMGJFuZWVFhw4dIrVaTSUlJRJfPXv2FDpsNR2NmsvIyIiWL18ubMnVdDRqrqZNmwodow8fPpT4GjdunLAtVNPRqLksLS3pwIEDwubM8r569OghdNi6u7uLtCpVqtCyZcsEX5qORs3VuHFjunHjBhGVdQ6W9zVmzBghE0yaNEmk165dm/bt2yc8e3V1dUX6+1lF09H4vq8lS5YIWcXJyUmkOzo6ClnlyZMnkt/zqFGjhEyg6WjUXObm5rRnzx7Bl6GhoUh/P6toOho1l6GhIf38889CJtB0NGqu97PKs2fPJL7ezwQzZswQaeWzirGxsUjv1q2bkFWOHDki0spnlW7duol0e3t7Iau8ePFC4mvYsGHCpu4ff/xRpJXPKmZmZiK9c+fO9PjxYyIiOn78uMTXggULhKzy6aefivT3s4pKpZL4Gjx4sJBV5s2bJ9LKZ5UaNWqI9E6dOgmZ4PTp0yKtfFb5/PPPRfr7WSU6Olria+DAgUImWLhwoUgrn1Vq164t0jt06CD0tJ87d06k6enpibLKPxnIbLXlB8//AAYOHEjOzs60bt06UXE7Udn6aVtbWxo5ciSdPn1aUh+watUqatWqFf3888/04MED0Tr8oqIiatWqFX399de0e/duSX2Ar68v1a9fn6ZNm0Y+Pj6SWoOhQ4cKZeHlfSUkJJCtrS2NGDGCTp48KfHl5uZGLVu2pEWLFtH9+/dFvoqLi6lNmzZCiXl5Xzdv3qS6devSlClT6OrVq5L6gOHDh1PXrl3Jzc2Nnj9/Llpz/fbtW/roo49o+PDhdPLkSUmtwYYNG4Sy8Hv37ol8lZSUULt27eirr74id3d3Sa3B7du3BV9XrlyR+Bo9ejR16dKF1qxZQ8+ePRP5Sk5Oprp169KwYcPo+PHjkvqAzZs3U/Pmzemnn36iwMBAiS8nJyfq06cP7dy5U1JrcPfuXaEs/PLly5L6AFdXV+rcuTOtXr1a4is1NZXq1atHQ4YMoWPHjkl8bdu2jZo2bUoLFiygu3fvitb0l5aWUseOHYUS8/K1Bvfv3xfKwi9duiTxNWHCBOrUqROtWrWKwsLCRL7S09Opfv36NGTIEDp69Kik1mDXrl3UpEkTmj9/PgUEBEh8denShXr37k3bt2+X1BoEBQWRra0tTZw4kby9vSX1AT/88INQYv706VORr8zMTGrQoAENGjSIjhw5IqkP2L17NzVu3JjmzZtHd+7ckfhydnamXr160bZt2yS1BiEhIaRUKmnChAl08eJFia9p06YJJeZPnjwR+crKyiI7OzsaNGgQHT58WOJr//791KhRI5o7dy7dvn1btKa/tLSUunfvTl988QVt3bpVUmvw5MkTUiqVNH78eLpw4YKkPmDmzJnk5OREy5cvp8ePH4t8vXv3juzt7YWy8PK1BocOHSJHR0eaM2cO3bp1S+RLrVbT559/LpSFl681CA8PJ6VSSePGjaPz589LfM2ePVsoMQ8NDRX5ysnJIQcHB6EsvHx9wLFjx4QScz8/P4mvXr160eeff06bN2+W1Ac8f/6clEolubq6kpeXl6Q+YP78+dS+fXv65ZdfKCQkROQrNzeXHB0dacCAAXTgwAFJfcCpU6eEEvObN2+K6gPUajX16dOHPvvsM9q0aZOkPuDly5ekVCpp7Nix5OnpKakPWLhwIbVr146WLVtGjx49EvnKz8+nxo0b07fffkv79++X1AecPXuW7O3tadasWXTjxg2Jr6+//pq6d+9OGzdulFQKqVQqUiqVNGbMGDp79qzE15IlS6ht27a0dOlSCg4OFvkqKCigJk2aUP/+/Wnfvn0SX+fPn6ePP/6YZsyYQdevX5f46t+/P3366ae0YcMGSUVOdHQ0KZVKGj16NJ05c0YSJH/55Rdq06YNLVmyhIKCgkQ/swsLC6lZs2bUr18/2rt3r6TqyNvbmxo0aEDTp0+na9euSZ693333Hbm4uND69euFA7qGmJgYsrW1pVGjRtHp06clvn777Tdq1aoVLf4/9s47vopq3+IrQEJHBGnSpQSSQEgCKXSkRCAHEKlKE6SJSBEFEZEihC69iIgoIkUMndB7DT2QUBMSQnrv5Zzze38c92b2zJ4TL/f6Lu951uczn+uHffewMiSZNXP2Xt+ZMykoKEiTCVxdXalXr160adMmDeroyJEjPBMcO3ZM42vAgAF/Kavs2rVLkwkWLlxIzZo1KzSryDLBiRMnqE6dOjR+/Hg6evSo5t47aNAgnlXYAzpTTEwM1axZUzcTLFmyhFxdXXWzSvPmzalHjx7STHD69GmrWWXIkCE8q4SGhgrfu3FxcVSrVi0aNGgQ7dixQ+Nr+fLlPKvIMoGnpycZDAbasGGDJhOcO3eOateuTePGjZNmleHDh+tmlYSEBKpduzZ98MEH0qyyatUqatKkCc8qynuc0WgkHx8f3axy6dIlq1ll5MiRPKvcu3dP8JWUlCRkFXUmWLt2Lc8qskzQunVr6t69O61bt06TVa5evSpkFfW9d8yYMdSqVSvy9/fXzSoDBw6UZpV/svQePAvFqfwnZcOpyJWeni4sP1MqKysLJUqUEKDXf3Vufn4+zGazsCxOPbds2bJ8ycD/lq+CggIYjUZhmZdSGRkZKFOmzP8rX9nZ2XBwcBBg3H91rtFoRH5+vrCcyuZLf67JZEJubq6wnOo/5SsnJwfFihUTluv9K75ycnKE5UGvgi+z2Yzs7OxXzhcRITMzU3fZUkZGBkqXLs2XEf4r587NzUWRIkWEZXH/KV+ZmZkoVarU/ytfbI+ccvnZ/xVfevc4IkJGRobuuf9dX0T0yt17C8sE/617b35+Pkwm0/+5TPDfzFAFBQWv3L33Vc0ERqMReXl5f0smKMzXP1l6OBXbg6dNNtlkk0022WSTTTbZZJNN/xHpPXjaWm1tsskmm2yyySabbLLJJpts+ltle/C0ySabbLLJJptssskmm2yy6W+VDafyCmjq1Km4e/euphIbAMLDw/HZZ59Jq7oBCx7kwIEDKFOmjFCJDVj2C40ePRpJSUma6mkAOHbsGFatWqWpxGb68ssvcefOHQ0mAwAiIiIwadIkaVU3YKkC37dvn6Z6GrDsfxk9ejQSExOlvk6ePInly5fr+vrqq69w69Ytqa9nz55h4sSJMBqNmqpuwIItCQgIkPrKz8/H6NGjER8fr8FkAMDp06exbNkyDb6D6euvv8aNGzc0Vd2ABRkwfvx4jslQ+9q8eTP++OMPDSYDsOznGDNmDOLi4qRV3efOncOSJUs0+A6mWbNmISgoSIPvACzIgE8++YRjH9R7f7Zs2YJdu3ZJfRmNRowdOxYxMTHS63Xx4kUsWLBA19ecOXNw5coVDb4DsCADxo0bx7EPal+//PILduzYocFkAJa9lB9//DGeP3+OatWqafZmXLlyBf7+/hpMBtO3336LS5cuSX0lJiZi7NixHK+g3vuzbds2bNu2TdfXuHHjEBUVpcGKAEBQUBC+/fZbXV/z58/HhQsXNFgRwII3+vjjj5GTkyP1tX37dmzdulWD7wAsezw/+eQTREZGajAZgKWaf86cOVJMBgAsXLgQ586dk/pKSUnB2LFjkZWVJfW1a9cu/Pzzz1JfRITx48cjPDxc6uvWrVv45ptvdH0tXrwYZ86c0eA7AAveaMyYMcjMzNTgKAAL5uWnn37SYEWYrwkTJiAsLEyDyQAs1fxff/01AC2+AwCWLl2KU6dOaTAZgGUv0ejRo5GRkaHBdwDAnj17sGnTJl1fkyZNwqNHj6S+QkJCMH36dF1f3333HU6cOCH1lZmZiVGjRiE9PV16vfbt24eNGzdqsCLM1+TJk/Hw4UMNJgMA7t+/j2nTpkmRXoAFw3H06FENJgOw7JMbPXo00tLSNPgOwIKf2bBhgwaTwXxNmTIF9+/fl/p69OgRvvjiC11fq1evRmBgoAZHAVj2fY0ePRopKSkafAcAHD58GOvWrZP6AoDPP/8cISEh0kzw5MkTTJkyRYoVAYC1a9fi4MGDGnwHYNlzPXr0aCQnJ0uv19GjR7F69WoNaoxp2rRpCA4Olvp6+vQpJk+eLMVkAJassn//fun1YplAL6scP34cK1eu1KDGmKZPn47bt29LM0FkZCQmTpyom1U2btyIvXv3Ws0ECQkJUl+nTp3Cd999p8F3MM2YMQM3b96U+oqKisKnn36qmwk2bdqkm1VYJtDLKmfOnMGyZcs06CymmTNn4vr161azil4m2Lx5M3bv3q2bCcaMGYPY2Fipr/Pnz2PRokUvnVXGjRuH/Px8DWoMAH7++Wfs3Lmz0Kwiu/cqs4rses2dO7fQrMIygd7+6X+ibDiVV1ht2rQRKsY///xz3jx58eJFjsNwcHAgX19fWrVqFW+eVCI+qlWrJjQ8RkVFkaOjI69NVzc8Kuu8y5UrxxseWfOkEvHBGh5Z8+Tly5epQoUK3BdreGTNk59//rngizU8ZmVlUXR0NDVq1IiPe3p60ty5c3nD4/bt28nOzo4ACyKBNTyy5slOnTrxuazhkTVPXr16lSpWrMjrtjt37kwrVqzgzZNffvkln1u1alXe8JiZmUmxsbHk5OTEx1u0aEFz5szhDY+7du0SfLGGR9Y8qUR8qBser127xiu57e3tecMja56cMWMGn1ulShUaPnw4BQQEUEZGBsXHx5OzszMfVzc8/vHHHxzJU6ZMGU3DY/fu3YXq80mTJvGGxxs3blDlypV5DThreGTNk7NmzeJzK1euTB9++CFvnkxMTBRQB8qGR7PZTHv27OH1+6VLl+YNj8xXz549herziRMn0vHjxyk/P59u3bpFVatW5b5YwyNrnpw7dy6fW6lSJRo2bBhvnkxOTqamTZvycXXD4/79+6lYsWLcF2t4ZM2TvXv35nNZ8yRreLxz5w5Vq1aNAAsahDU8suZJf39/ofKftVGnp6dTamqqgGBQNzwePHiQ7O3tCbAgJVgbNWue7NevH59bt25d3vCYl5dHd+/e5biVokWLatqolYiPN954Q2ijTk9PJzc3Nz6ubngMDAzkaKVSpUpp2qiViI86deoIDY8hISFUs2ZN7kvZRk1EtGzZMgFFMHjwYN7wmJWVRR4eHnxc3UZ99OhRKlGiBAEW1IW6jXrw4MF8rrrh8f79+1SrVi0CLGgQ1vDImidXrlwpoAhYw2NqaiplZ2cLyAplw6PJZKLjx49z5FOJEiXIz89PaJ788MMP+Vx1w+PDhw85nqZIkSKaNuo1a9YIKAJlG3VeXh55enrycXUb9cmTJ6l06dLcl7rh8aOPPuJz1W3UT548obp163Jf6jbqDRs2CCgCZcNjfn6+gP1St1GfPn2aypQpQ4AFddG1a1ehjXrMmDF8bo0aNXgbdU5ODoWFhXFsjp2dnaaNWon4KF++PG+jTk5OJpPJRD4+Pnxc3UZ99uxZjp1gvtasWcN9KXFk1atXF9qoIyIiqH79+tyXj48PzZs3j7dRK3Fkr732GvXv319oo1biyNRt1BcuXKDXXntNyASrV6/mLdlKHNmbb77J26izs7MpMjKSGjRowH2p26iVOLJy5cpp2qiVODJ1G/XFixc5DoNlAmVWUSI+1Fnl+fPnmqwyd+5cnlW2bdtmNasoER+Ojo5CJrhy5QrPKiwTKLOKEkdWtWpV+uijj3gmiImJEbIKywQsq+zYscNqVlHiyJRt1AUFBRQUFMSRYvb29ryNmmUVJY6MZZWAgADKzMykuLg4Ias0b95caKPetWuXkAnUWaVr165CVpk0aRLPKtevX+dZpVixYpqsosSRsazCMkFCQoKQVTw8PDRZhWUCWVZR4sjq168vtFHfvHmTo85kWUWJI2NZZffu3ZSRkUFJSUlCVnF3dxeyyt69ezVZRZkJlDgydRv17du3pVlF3Ub9TxR0Wm1tS21fASUmJvL/fvr0KUJDQxEaGoqUlBSkpKTAaDQCsLx9CwkJ4eMmk0mYGxcXx8eio6ORl5eHjIwMAAAR4eHDh3w8OzsbCQkJfG56ejofe/LkicZXREQEQkNDERISguTkZKSmpqKgoID7YnML8/X8+XPBFwA8fPiQf13Z2dnC3IyMjL/kKzQ0FElJSUhLS+O+CgoK/rKvqKgo5OfnIz09XeorKytLuF5KX48fPwYRCeeOjIwUfKWnpyM/P5/7un//Ph83Go3C3Pj4eH6to6KiUFBQIPh69OgRn5uZmSn4yszMLNQX+5oSExMFX0aj0aqvhIQEPvbs2TMUFBQgLS1N15dyblZWFh97+PChxtezZ8+4r4SEBGRkZPDGSrWvgoICYW5iYiK/Xs+ePYPRaBR8PX78+D/mKzMzk/symUx/2VdkZCSMRiNSUlL4+JMnT/jcjIwMYW52drZVX1FRUXw8Pj4emZmZyM3N1fgKCQlBfn6+xhf7miIjI2EymZCamir1lZ6ervEVEhKCkJCQv+QrKysLOTk5f8lXUlIS9xUREQGTyYTk5GQ+HhYWxs+dlpaGpKQkCxMMlk9ymK8HDx5ofD1//pzPjYuLQ1ZWFrKzswFYPvF98OCBrq/k5GQ+9+nTpzCbzX/ZV25urlVf0dHRgq/s7Gx+vQrzlZKSovGVlJSk8RUSEoK0tDQkJyfDbDYLvkJDQwv1FRsbi+zsbGRlZQm+2Py8vDxhbmpqquCLiARf4eHh3FdqaipSUlJgMpkAWD75YnMfPHgAs9ksnDsmJoaPx8TEICcnh/siIsFXbm6u8LtR6SssLEzzNSt9sXuv0hc77/379636io6ORk5ODjIzMwVfbFztKy0tTfAFQOOL/d2yTMDmynzFxsYKvnJzc3V95eTkCHMLywTKrPKymSAkJATPnz9Hbm7uS2WVx48fW/WVlJQk+PormYBda1lWUd7jrGUVma+IiAh+bpZVlJmAzQ0JCdHce9VZJS8vTzcTZGVlCXNZJggJCZFmAlmG+quZID4+nn9Nsgwlu/ey343KrPLo0SOrGYplFVkmkF2vhIQE7kuWVZivkJAQzb1XmQlkvpT3OJkvdl6WCWzSytb/+wrIx8cHrVu3hsFgQMeOHYVlTE5OTmjWrBneeecdGAwGNGnSRPiYv0mTJujXrx/8/PzQtWtXYdlEXl4enJ2d8f7778NgMKBly5bCEgJHR0d06dIFBoMBfn5+qFOnjuDLy8sLXl5e3JdyWU7jxo3h6uoKX19fGAwGNG3aVOOrb9++8PPzQ7du3QRf+fn5cHZ2xoABA2AwGNCqVSuNr06dOnFfdevW1fjy8PCAwWBAp06dBF8FBQVo2rQp/7pcXV0FX87OznjvvfdgMBjQrVs3VKpUSZjr4uKCfv36cV/K5WiNGjVCx44dua+33npL8OXp6YmmTZtyX8plOUSEJk2aoHPnzjAYDGjWrJngy8XFBb179+a+KleuzMeMRiNcXFzQp08fGAwGtG7dWuOrQ4cO8PPzg8FgQL169TS+nJycYDAY0LlzZ8GXnZ0dXFxc0KlTJ/j5+cHd3V1zvd59913uq0qVKnzMZDKhSZMm3Hfr1q2FZV+NGjVC27ZtYTAYYDAYUL9+fcFXixYt0KBBA+5LuSzH3t4eLi4uePvtt7kv5fI9Z2dn9OrVCwaDAd27dxd8mc1muLq68vE2bdpofLVp04ZfrwYNGgi+mjdvjrp168JgMKBLly6Cr+LFi8PZ2Rnt27eHwWCAh4eH4MvJyQk9e/bkvqpWrSr4atasGXr27Ak/Pz+0a9dO8NW4cWO0bNmSX6+GDRsKvjw8PFCjRg3uS7lcqFSpUnB2dubXu3nz5oKvRo0aoUePHtxXtWrV+BgRwc3NDX5+ftyXctlX48aN4e3tzX05OjoKvtzd3VGlShXuS7kktmzZsnB2dua/31q0aCH4aty4MT9v9+7d8eabbwq+3N3d0a1bNxgMBrRv317jy8vLi/87Ojo6Ct+77u7uqFixIgwGA3x9fQVfr732GpydndGqVSsYDAZ4enpqrhc7b/fu3VG9enXBV/PmzdG1a1f4+fmhffv2wvIqJycntGjRgs9v1KiR4KtZs2YoV64c/Pz88M477whLYitUqAAnJyeMGDGC+1Iu32vUqBG6d+/OfdWoUUPw1aJFC/67r0OHDhpfzZs35/MbN24s+HJzc0OpUqW4L+XS08zMTDg5OWH48OEwGAzw8vISfDk6OvJ/p+7du6NmzZqCLy8vL/47vUOHDsKS68aNG8PDw4P7cnJy0lwve3t77ku5xDM7OxvOzs4YNmwYDAYDvL29Nb7Yv5Ofnx9q1aoFpXx8fPD222/DYDDg7bffFnw5OTnBzc2Nf13Ozs6CL3ZvYfdepa+cnBw4OztjyJAhMBgM8PHx0fhi9/Tu3bujdu3agq+WLVvy3zFvv/22kAkaN24MNzc3/nWpM0HTpk1RUFAAg8GArl27Cks8c3Nz4ezsjEGDBnFfyntvw4YN4evry6+XOhP4+Pjwnxl1VmncuDHPKn5+fppM4OLigr59+3Jf6kzg4uJSaFZhvmSZwNPTs9Cs4ufnp8kETZo04fdWWVZxcXHBgAED4Ofnp8kEjo6OVjOBl5cX3N3dpVnFaDSiadOmVjOBXlYxGo08+8myiqOjIzp06MB9qTNBixYt0KRJE6tZhf28urm5/UtZhV1PPz8/tGnTRpNV2Pe1XlZh94ROnToJ994iRYrAxcWFX+9/Nas0bdoUvXv35r7+1axSv3593azi7OzMf4+os4pNWtlwKq+AiEiXH2Rt7O+ca/P16pyb/Yy+al+zzZfNl82XzZfN13927t95bpsvm6+/2xfw6v1M/Td9/ZNlp4NTsX3i+QrI2jdtYd/Qf9dcm69X59w2XzZfNl+vzrltvmy+/q+e2+bL5svm63/33DZpZfs82CabbLLJJptssskmm2yyyaa/VbYHz1dA+/fvFzbPK/Xs2TOcOnVKd5PymTNneCGBWrm5udi7dy8vE1Dr9u3buHHjBl+GoNaBAwcQHx8vHXv+/DlOnjyp6+vs2bO8kECtvLw87NmzR9fXnTt3cP36dV1fBw8eRFxcnHQsOjoaJ06c4Jvj1Tp37hzf+K9Wfn4+9uzZI5QJKBUcHIxr167xgg61Dh06hNjYWOlYbGwsjh8/ruvr/PnzePTokXSsoKAAe/bsETbtK3Xv3j0EBQW9lK+4uDgcO3ZM19eFCxfw4MED6ZjRaLTqKyQkBFeuXNH1dfjwYcTExEjHEhIScPToUb5pX+br/v370u8Rk8mEgIAAoUxAqdDQUKu+AgMDER0dLR1LTEzEkSNHdH1dunQJoaGhur727Nmj6+v+/fu4dOkSLzRR68iRI3j+/Ll0LDk5GYGBgbxgSK3Lly8jJCRE6stsNmPPnj1CwZBSDx8+xMWLF3V9HT16FFFRUdKxlJQUHD58WNfXlStXcO/ePakvIsKePXuEQialHj16hAsXLuj6OnbsGJ49eyYdS0tLw6FDh3iRj1pXr17F3bt3dX3t3btX19fjx49x/vx5XV/Hjx9HZGSkdCw9PR0HDhzQ9RUUFITg4GCrvpTFR0qFhYXh3LlzvJhGrRMnTiAiIkI6lpmZif379/NCJrWuX7+OO3fuWPWlLBhSKjw8HGfPntX1dfLkSV1fWVlZ2Ldvn66vGzdu4Pbt27q+9u3bJxSHKBUREYEzZ87o+jp16hSePn0qHcvOzsa+fft48ZFaN2/exK1bt3TvcdYyQWRkJE6fPq177z19+rRuJsjJycHevXt1fd26dQs3b948NOyXAAAgAElEQVR8KV9RUVGFZhVrmeC/mVUKywR6vgrLBNaySkxMTKFZpbBMoJdV7t69+7dmlYcPH0rHCssE9+7dw9WrV18qE8TFxRWaCf6urBIYGPjSWcUmrWwcz1dAv/zyC3r27IkjR44gPj5e4OE5ODigY8eOmDdvHm7fvo38/HxUr16dlyDcunULLVu2xK5duxAZGSnw8Ozs7PDFF19gzJgxuHDhAtLT01GlShVespGdnY1mzZrh+++/579IlHy3X3/9FT169EBgYCDi4+MFHp6DgwO6dOmCOXPm4NatW8jNzRX4bsHBwfDx8cGOHTsQGRkpcOfs7Owwffp0jBw5EhcuXEBaWprAncvJyYGbmxvWr18v9bVjxw74+fnh8OHDiIuL0/jq2rUrZs2ahVu3biEvL0/wFRISAm9vb+zYsQMREREaXzNmzMBHH32E8+fPIy0tDZUrV+a+8vPz4ebmhnXr1uH+/fsaX7t27UK3bt24LyUPz97eHgaDAd988w1u3ryJnJwcwdeDBw/g6emJ3377DREREQIPz87ODt988w2GDx+Oc+fOITU1VbheBQUFcHd3x5o1a/jDmJLvFhAQgHfeeYffbJS+HBwc0LNnT84gZb5YCcKTJ0/QokULbNu2DU+fPkXx4sVRvXp1XpQxd+5cDBs2DGfPnkVqaioqVarES0mMRiM8PDywevVq/jCm9LV//374+vri4MGDiI2NFfhuDg4O6N27N7766itcv35d4ys8PBwtWrTAr7/+iqdPn2p4eP7+/hgyZAjOnj2LlJQUgTtnNpvRvHlzrFy5EqGhoRoe3sGDB9GlSxccOHAAMTExAj/Q3t4effv2xZdffonr168jOztb8BUZGQkPDw9s3boV4eHhGl+LFi3CoEGDcObMGSQnJwu+WDnMihUrEBISovF15MgRdOrUCfv370dMTIzA7rW3t8eAAQMwdepUBAUFITs7W+DORUVFwd3dHb/88gvCw8M1jNxly5bh/fffx6lTp5CcnKzhznl5eWH58uW4d++ehod37NgxdOzYEfv27UN0dLTAnbO3t8fgwYMxZcoUBAUFISsrS/AVGxsLNzc3/PzzzwgLC9P4Wr58OQYOHIhTp04hKSlJ8FWkSBF4e3tj2bJl3JeSH3jq1Cm8/fbb2Lt3L54/fy74KlasGIYNG4bPPvsMV69eRVZWlsCdi4uLQ7NmzbBlyxaEhYVp2L2rVq1C//79ceLECSQlJQk8vCJFiqBly5ZYsmQJ7t69C6PRKFyvM2fOoEOHDtizZw+eP38ucOeKFSuGkSNHYuLEibhy5QoyMzMFdm9iYiKaNWuGn376CU+ePNHw8NauXYu+ffvixIkTSExMFHh4RYsWRevWrbFo0SLuS8mdu3DhAtq1a4eAgABERUUJvooWLYrRo0dj4sSJuHz5MjIzM4XrlZKSAldXV2zevBmPHz/W+Pr+++/Rp08fHD9+HImJiQIPr1ixYmjbti0WLlyI4OBgFBQUCL4uX76MNm3aYPfu3YiKihIYuUWLFsUnn3yC8ePH4/Lly8jIyBDYvampqXB1dcWmTZvw+PFjDSP3xx9/RO/evXHs2DEkJCQIvuzt7dGuXTv4+/vjzp07nGvI7r1BQUFo3bo1fv/9dzx79kzwVaRIEUyYMAHjxo3DpUuXkJGRIfADMzIy4Orqih9++AGPHj3S+Prpp5/Qq1cvHD16FAkJCUImsLe3R4cOHTB//nyprxs3bqBVq1bYtWsXnj17JmSCIkWK4LPPPsPYsWNx8eJFpKenC4zczMxMIRPY2YmM3K1bt6JHjx7SrGJvb49OnTph7ty5uH37NmcwM1+3b99Gy5YtsXPnTmlWmTp1KkaNGoWLFy8iLS1N8JWTk4NmzZphw4YNUl/btm2DwWDQzSq+vr6YPXu2NBPcvXv3pbNKXl4emjVrhvXr1/OHHqWvnTt3CllFfe9lWeXmzZucA8l8hYaGwtvbG9u3b5dmla+//ppnFXUmKCyr/P7777pZxcHBAX5+fpg5cyZu3LihyXYPHz7UzSqAhcXJskpKSorAyDUajVazyp49e4Ssorz3Ojg4oFevXvj666+lmSAsLEzIKup777fffothw4bhzJkzGl8mk6nQrNKlSxccPHhQkwkcHBzw3nvvYfr06dyXjN37T5SN4/kKi/GWlEedOnVo1qxZtHbtWs0Y4/QdPXpU4KOxo2LFijR69Gg6efKkZgyw8PA2btxIH3/8sWasZMmS9O6771JwcDBn9ymP2rVr08yZMwVuGzsYDy8wMFDgkLGjQoUKNHLkSDp16pTUV5MmTWjDhg306aefSn317NmT7ty5wxl5yqNWrVo0Y8YM+uGHH6S+WrduTYcOHRI4ZEpfI0aMoDNnzkh9ubi40Lp162jixImasRIlSlCPHj3o1q1bVLZsWc14zZo1afr06bR582apr1atWtGBAwcEZio7Xn/9dRo+fDidP39e6svZ2ZnWrFlDU6ZM0YwVL16c/Pz86MaNG5wDqzxq1KhBX375Jf3888+aMbs/eXj79u0TOGTsKF++PA0bNowuXLgg9eXk5ESrVq2iadOmSX11796drl27xhlmyqN69eo0depU2rp1q9SXj48P7dmzR2CmsuO1116joUOH0uXLl6W+GjduTCtWrKCvvvpKM+bg4EDdunWjq1evclaY8njzzTfpiy++oO3bt0t9eXt70x9//CFwyNhRrlw5Gjx4MF29elXqq1GjRvTdd9/RzJkzpb7eeecdunLlCud0Ko9q1arRlClTaOfOnVJfXl5etGvXLoFDpvQ1aNAgunbtmtSXo6MjLV26VOCjscPe3p58fX3p0qVLnDup9jV58mTavXu39Nyenp60Y8cOeu+99zRjZcuWpffff59u3LghnduwYUNavHgxzZs3T+qrc+fOdOHCBc53VB5Vq1alSZMmUUBAgPTcLVq0oN9++4369+8v9TVw4EC6efOmdG6DBg1o4cKFAstV6atTp0507tw5atiwoWa8SpUqNGHCBNq3b5/03B4eHrR161aBmcqOMmXKUP/+/en27dvSufXr1yd/f3+B5coOxuk7c+YMNW7cWDNeuXJlGj9+PB08eFDX188//0xDhgzRjJUuXZr69etHwcHB0rn16tWjefPmCSxXpa+3336bTp8+LfD32FGpUiUaN24cHTp0SHpuNzc32rJli8BMVfrq27cv3bt3Tzr3rbfeorlz59KKFSs0Y0WLFqUOHTrQyZMnBSYvO9544w0aO3YsHTlyRHruZs2a0Y8//igwU9lRqlQpeu+99ygkJEQ6t27dujR79mxavXq11Ff79u3p+PHjAmOWHSwTHDt2THpuV1dX2rRpk8BMVfrq3bs33b17l7MOlUdhWaVt27Z09OhR8vb2lvoaNWpUoVlFyUxlR8mSJalXr14UHBxMxYsX14yzrPL9999rxlhWOXz4MLVq1UozXqFCBfroo490M4G1rKLMBKVKldKMs6zy448/Sn21bt2aDh48SO3atdOMv/766zRixAg6e/as1JeLiwutXbuWJk2aJPVlMBjo5s2bnE+rPFhWUTJmlb5atWpF+/fvF5ip7Chfvjx9+OGHVrPK6tWrBb47O1hWuX79OufAKg+WVZSMWXawrLJ3717q0qWL1NewYcPo4sWLUl9OTk60cuVKge+u9NWtWzeBwa48WFb59ddfpb58fHwoICCAzGbzf/sR478m6HA8bQ+er4AGDhzIv2EZLPrcuXNkNBrp3r17VKNGDQJehNA1a9ZwKLPypq2ERWdlZVFCQgL/pcrC8bx58zgs+vjx4xxYL4NFKwHsDBbNINahoaE8cDKI9apVqziUWXnTVsOik5KSqE2bNtyXl5eXALE+efIkf+gtW7Ysh0UzKPOwYcP4uR0dHWnKlCkcYn3//n0OOre3t6cuXboIsGglgJ3Bovfu3UuZmZmUnJws/LL39PSkuXPnclj0mTNn+A1OBotWhgklLDo/P58ePnxI9erV474YLJpBmdevX8/nVqlShUaMGMEh1qmpqcKDaYsWLQRY9Llz5/jDuAwWPXr0aD63QYMGNHnyZO7r0aNHHCiuhEUzKLPyQb5y5co0fPhwCggIoIyMDEpLS6OOHTvy8ebNmwuw6AsXLvAbrwwWrQwT9evXp0mTJnFY9JMnTzhQXAaLVj7IM1g0g1hnZGQID8xqWPSlS5c4sJ7Bon/88UcOi1aGiXr16tHEiRM5LDosLIwHdCUs+tGjR0REws2xUqVKNGzYMNq9ezelp6dTZmam8MDs7u5OM2fOpKCgIDKZTHTlyhX+8qJUqVLUq1cv2rRpE8XExBAR0eTJk/ncunXr0qeffkrHjh2jvLw8evr0KQd3sxC6dOlSDrFWAtjfeOMNGjp0KO3atYvS0tIoOzubunXrxsebNWtGX3/9NV29epVMJhMFBQVxYH2pUqWoZ8+e9MMPP3BfSgB7nTp1aPz48XT06FHKy8ujiIgI/uDAXpgtWbKEHjx4QEREO3bs4HMrVqxIQ4YMoZ07d1JaWhrl5OQID/Kurq40Y8YMunLlCplMJiGolCxZknr06EEbN26k58+fExEJYaJ27dr0ySef0JEjRyg3N5ciIyPJ1dWV+2rbti0tXryY7t+/T0REv//+O59boUIFGjRoEO3YsYNSU1MpLy+PevTowcebNm1KX331FV2+fJlMJhPduHGDKlasyH0ZDAb6/vvvuS8lgL1WrVo0btw4CgwMpNzcXIqKiiI3Nzce9tq0aUOLFi2i0NBQMpvNFBAQwIH1zNf27dspJSWF8vPzhRcMTZo0oenTp9OlS5fIaDTSrVu3eIAqUaIE+fn50fr16ykqKoqIiGbNmsXn1qxZkz7++GM6fPgw5eTkUHR0NHl4eHBfrVu3poULF9K9e/fIbDbTvn37uK/XX3+d3n//ffrtt98oJSWFjEYj9e7dm5/bxcWFvvzyS7p48SIZjUa6ffs2f9nDwt66devo2bNnRET07bffCiF07NixdOjQIcrJyaGYmBjy9PTkvlq1akULFiygu3fvktlspoMHD/IXu+XLl6eBAwfStm3bKDk5mUwmE/Xp04ef29nZmaZNm0YXLlwgo9FIwcHBVK1aNcHX2rVrKTIykohIeMFQo0YNGjNmDB08eJCys7MpLi6OvxRm4Xj+/PkUHBxMZrOZAgMD+UPca6+9RgMGDKBff/2VkpKSiIioX79+QjieOnUqnT9/noxGI929e5e/hFJmgoiICCIi4QVD9erVafTo0XTgwAHKzs6m+Ph4/lKYheP58+fTnTt3yGw209GjR6lYsWLcV//+/Wnr1q3cl/LFB8sqLBOEhIRQzZo1hUywevVqnlW+++473aySmJhIrVu3FrKKMhOcOHHCalZRvvho1KiRkAnUWaVLly5CVlm5cqXVrKJ8Wc0ywa1bt8hsNtOpU6esZhXliw+WVU6fPk0FBQX04MEDIat07tyZVq5cSWFhYUREwoM8yyosE6SkpFD79u2FTDBnzpy/nFVGjhypmwkKyyrKDx1kWUX5YNq8eXMhq5w/f16aVVgmUL74YJng5MmTlJ+fT48fP7aaVTZt2qTJKiwTpKenU6dOnfi4h4eHkFUuXrzIs0rp0qWpd+/e9OOPP3Jfn3zyiSYTKLNKo0aNNFmFZYJ/sqDz4GlrtX0FVKtWLXz33XdSrlHJkiU5v0rNYGTjs2bNkjIYixQpgkaNGmHEiBEarhEAEBHGjRvHWYdK3hIA1KhRA8uWLZNyjUqVKsUZi2quEfP1zTffSBmMRYsWRcOGDTFs2DANg5H5Gjt2rJTBCADVq1fH0qVLpQzGUqVKoX379li8eLGGwQgADg4O+Prrr6UMRnt7ezRo0ACDBw/WMBiZr9GjR8NgMKBt27YaX9WqVcOSJUukDMbSpUujTZs2WLBggYbBqPTl5+enYTAWFBSgfv36eP/99zUMRqaPPvpIymAEgKpVq2Lx4sVSBmOZMmXQqlUrzJs3T8NgZNfkq6++kjIYjUYj6tevj/79+2sYjEwffvihlMEIAFWqVMGiRYukDMYyZcrAx8cHc+bM0TAYAcv30PTp06UMRpPJhHr16qFPnz4aBiNgaaEbOnSolMEIAJUqVcLChQulDMayZcvC09MTM2fO1DAYAcvP3JdffillMJpMJtStWxfr16+Hn5+f1Bfj66kZjADwxhtvYMGCBVIGY5kyZdCiRQvMmDEDvr6+AoOR+Zo2bZqUwWg2m1G3bl2sW7dOw2BkcwcOHChlMAIW9qS/v7+UwVi2bFl4eHhg2rRpGgYj+5qnTp0qZTASEerUqYM1a9ZIGYxFixblHDs1gxEAXn/9dcyfP1/KYCxXrhzc3Nzw+eefaxiMTF988YWUwaj0JWMwFitWjPP31AxGwMIQnTdvnpTBWLZsWbi6umLy5MkaBiPTlClTpAxGIkLt2rWxatUqKYPR3t6es23VDEbm69tvv5XyosuWLYsmTZpgwoQJGgYj02effSZlMDJfK1euhMFg0PhycHDg/Dw1g5H93XPnzpUyGBkndty4cRoGI/u7J02aJGUwMl8rVqyQMhiLFy/OGZ5qBiNg+ZmbM2cO/Pz8NAxGIoKTkxPGjh2rYTCy8QkTJkgZjABQu3ZtLF++HAaDQeOrRIkSnJ+tZjAClnvgrFmzpAxGOzs7NGrUCCNHjtQwGJmv8ePHSxmMgGW5prWs0rlzZ6tZ5ZtvvpEyGIsWLQpHR0cMHz7calaRMRgBSyZ42axSokQJzJw5U8pgLFasGBo2bIihQ4eiW7du0kwwZswY3UxQWFZp164dFi1aZDUTyLJKQUEBGjRogEGDBkmzCgCMHj1ayosGrGeVMmXKoE2bNvD394evr6/U14wZM6S8aJYJBg4ciG7dumkyARFxRvG/mlVKly6Nli1b4ttvv5VmgmLFilnNKvXq1UO/fv1eKqtUrlzZalbx9vbGrFmz4Ovrq8kENmll43jaZJNNNtlkk0022WSTTTbZ9B+RnQ7H09Zqa5NNNtlkk0022WSTTTbZZNPfKtuD5ysgvdpqNmbtU2lrc41Go26lf2Fzbb5eHV8mk0m30t/m6/+OL7PZ/Mr60kMN/Lu+CgoKXtoXEb2yvgr7t/h3fOlV+tt8/e/7+nfuJS/rq7Dx/4/3OJuvf22uyWR6ZX29ive4/6Yvm7Sy4VReAQ0fPhy//PKLBjUAWHADPj4+ePTokQY1AFhwAzNmzNCgBgBLoGzXrh3OnTunQSAAFtxAnz59EB0dLaAsmEaOHInNmzdLfcXHx8PHxwcPHjyQ+lq5ciWmT5+O5ORkXunPRERo3749zpw5o0EgABZ+1bvvvovo6GiULl2aIxCYxowZg02bNmkQCIAFN+Dt7Y379++jWLFiqFmzpuBr7dq1mDp1KkcNKPcEERHefvttnDp1SoNAAICLFy+iZ8+eGgQC07hx4/D9999rEAiAhbPo7e2N0NBQDZoBADZs2IApU6ZoEAhMnTt3xvHjxzUIBMDCHPTz88Pz5895pb9y7qeffor169drEAiABTfg7e2Ne/fuaSr9AeCHH37ApEmTNAgEwLJfyNfXF0ePHkVBQQFq1qwp+Lp+/Tq6du2qQQ0wTZo0CWvWrNEgEAALz9DLywt3796V+tq8eTMmTJigQSAwX127dkVgYCAKCgoE/BBgQRD5+vrq+poyZQpWrVqlQSAAFtyAl5cXgoODeaW/0tfPP/+MTz75RINAYPLz88OhQ4c0CATAgiDq1KmTBjXANHXqVCxfvlyDQAAsPENvb2/cvn1bgxoALLiBsWPHahAITD179sT+/fs1uCbAgiDq2LEjIiIipL6++uorLF26VINrAiwYBG9vb9y8eVPqa8eOHRg1apQGgcDUu3dv7N27V1PpD1gQRO3bt9egBpi+/vprLF68WINAACyMY29vb9y4cQMANL52796NESNGaHBNgOX7q0+fPggICNAgEAALX7Rdu3Z4+vSp1Nfs2bOxYMECDa4JsIQYHx8fsC0pal8BAQH48MMPNQgE5qt///7YtWuX9HqFh4ejTZs2CA8P1yAQAAsaaf78+UhNTRVQA4DlAa9ly5a4evWqBjUAWHADQ4YM0SAQmK/3338fO3fu1CAQAAsvs3Xr1ggLC9PgmgALGmnu3LkaBAJgeTBo1aoVLl++LPV1+PBhfPDBBxpcE/M1ePBgbNu2TYpAiIqKQqtWrfDkyRMNmgEAFi5ciNmzZ2twTcxX69atcfHiRQ0WCbCwbwcOHIiYmBiULVtWc48bOnQotm7dqsE1ARZWdcuWLfH48WPY29tr7nFLly7FzJkzNbgmwBLA27Zti/Pnz8NsNmvuvSdPnkS/fv10M8GIESOwZcsWDa4JsGSVli1b4uHDh7pZ5auvvpLimsxmM9q3b4+zZ89Ks8rp06d5VlFikZhGjRqlm1USEhJ4VpFlglWrVmHatGnSDEVE6NChA06fPi3NBOfPn8e7776rwTUxjR07Fj/88IM0qyQlJVnNBOvWrcPnn3+uwTUxdezYESdPnpRmgkuXLqFHjx4aLBLTJ598wrOK2ldKSgr3pcYiAZas8tlnn+lmlS5duuD48ePSTBAUFIRu3brp+powYQLWrVsn9ZWWlgYvLy/cu3cPRYsW1VyvTZs2YeLEiYVmFXbvVfq6ceOG1awyefJknlXUmSAjI4NnAllW+SfLhlN5haVssFO2vN66dYuuXr3KG8bwZ6Mba05LTEzUVOQrW16fPXvG22OhaHRjLa/79u3j7Z74s9GNtbxmZWVpqvs9PT15c9r169d5wxgkzWnqinxly2tUVJTQHssa3VasWEFhYWF04MABoe67atWqQnOasm0XEFteb9y4wdtQmS9ly6uywQ6KRreTJ0/S8+fPhaY4e3t73pz25MkTOnToEG/3xJ+NbsqWV3V1v7Ll9datWwKuQN3yqq7IV7a8xsTECE1x6pbXwMBAoYZc3fKqru738PDgLa937tzhbaiA2PIaFxcntO0CYstrXFyc0BSnbnk9evQob/cEXrS8/v7775Senq6p7ndzc+Mtr8HBweTi4iL4Ura8fv/997xFE7AgECZMmEDHjh2j+Ph4oVpd3fJ67NgxAeWibnlVV/crW17v3btHTZs25WPqltdNmzYJvurWrctbXhMTE8nX11fwpWx5PXnyJFWuXFnwpWx5nTBhguBL2fIaEhLCW1qZL9byGh0dTVu2bBGwTXXq1OEtr0lJSdS1a1fBl7Ll9dSpU1S1alU+XrFiRRo8eDBvef3ss88EX8qW1/v37/OWVkDb8vrLL78IiIbatWvzlteUlBTq3r07H1O2vIaEhNDp06fpzTff5OMVKlSgDz74gLZv306pqalC2y4gtrw+ePCAt7QCL1peN2zYQFFRUbRt2zbe7glY2mdZy2tKSorQtqtueT179qyAvlG3vE6fPl3wpWx5ffToEbVo0ULw1b17d97yun37dt7uCVjaZ1nLa1pamtC2q255PX/+PG8dBbQtr8q2XUBseX3y5ImA7ipevDh17dqVt7zu3LlTwG8pW14zMjKEtl3W8urv70/BwcF08eJFAclTvnx53vKanJyswfkoW17Dw8MFTEfx4sWFltfdu3dTiRIl+Liy5TUzM1No22Utr/PmzaM7d+7QpUuXqE6dOnxc3fKqxvkoW16fPn0qIMWULa8REREUEBAgYMHULa9KzJC65fXKlSsCKkjd8rpgwQLBF2ukP3PmDEVERPD2WOaLtbw+ffqU9u7dS6VLl+bj6pZXJWaIZRXW8hoUFET169cXfCmzypIlSwRfjo6O9Nlnn9Hp06c1WUXZ8hoeHk779+8Xsoq65fWDDz4Qzq1seb1+/bqAMFJnFWXbLmDJKqzlVZZVWMtrWFgYHTx4UJpVAgICKDMzU4MZUra83rx5k7ehAtpG+lWrVglzGzRowFteo6OjhaZ7ZcurtazCMsHw4cOFcytbXm/fvm01qyjJAIAlq7CW19jYWKHp/q9mld27d1NGRobQtguIjfTBwcHSrLJp0yaKjY3VIP5YJigsqzx8+FCaVYYOHcqzytixY4Vzq7OKEvnEsoqy+f2fKthwKq+uZBxPFrKUKAzlUaFCBRo6dKiUJQZYwp86ELKDhSzlTVd51KxZkz777DMpx5OFLBnvC7CErCFDhpC7u7t03MXFxaqv7t27U9++fXV9TZ48WcrxZCFL/QtC6WvQoEFCqFMezs7OUh4m8KJKX/mCQHnUqFGDJk6cKNwY2cFCloyZClhC1qBBg6Q8VsASsqz56tq1Kw0YMEA6Xr16dZowYYJwA1L68vHxEWrClcdrr71G77//vpTHClhClozJBbyo+JcxBwFLyBo/frzwi17py9vbm8aPHy+dW65cORowYIAQnpQHC1l6vnx9fTUhhR3VqlWjTz75RMrsYiHLmq/+/ftL2WuAJWTp+WLYH/ULFXZUrVqVPv74Y452UB+enp5SnhxgCVn9+vWTstcAS8hSP6ApfXXu3FnKaAQsYWbs2LEc96Q+WrRooXlYZkeZMmWoT58+QhhQHg0aNNC9XixkKbFKal9jxoyR8kUBS/iz5uu9996TMuEAS8iaOnWqrq+3335byo4ELCFr1KhRUr4oYAl/MlYw8KLiX8avBSwvhPT+HVnIGjFihHS8UqVKNHLkSOGhQXm4ublJuYCA5QXHu+++K7wgUB5vvfWWri/2QkgdNtnxxhtv0IgRI4Rw/q/46tWrFxkMBul4nTp1rPpq166drq+KFSvShx9+SE5OTtJxV1dXAX2kPBiPumfPntLx2rVrW/XVtm1b3UxQsWJFGjZsmJR7ClgygTVfBoOB3n33Xel4rVq16PPPP5dyPFlWKSwT6GWVJk2aFJpVZLxf4EVWkXE8WVaxlgkGDx4svIBSHi4uLrr33r+aVWQcT5ZVCssEDBOkPgrLKl27di00q8iY44VlFZYJZDxWwJJV9KAUnEUAACAASURBVH5n/9WsImOOs6wiY7kyXwMHDpTyWIHCs4qvr+/fmlXu3bv3337E+K8JtgfPV1fsDaWMm5WVlcXf8qi5WUREx48fF36AlNys/Px8HrLVb1SJiJ49e0ZlypSRsjSJiL+hlHGzsrKy+Ccsam4WEdGpU6e4LzU3Kz8/n4dZ9kaVfcpKRBQdHc3fIqq5WUQveGAyblZ2djb/hEX5RpX5OnfuHAFyblZBQQEPjeo3qkREMTEx/CFOzc0iIv6GUvlGlbE0s7Oz+UOvmptFRBxwLONmFRQU8BCk/pSViCguLo6/RVRzs4he8MBk3KycnBzy8fEhQMvNIiK6cuUKAXJultFo5GFD/SkrEVFCQgL/ha3mZhERB3vLuFk5OTn8RqLmZhERXbt2jezs7KTcLKPRyG9SapYmEVFiYiJ/uFS+UTWZTET0ggemfqPKfLGHS+Ub1by8PCIiunnzJtnZ2XHQPHujynyxB0T2KSt7o0pElJyczD9ZVL5RZb62bNlCwItQrXyjmpubyx8u1YxPIqI7d+5QkSJFeNhXsjRNJhMPpOxTVvbpLxFRSkoKf+hln/4yliYRcYC2kqUZHR3NfTGmqpLxmZubS0TEofQs7CtZmiaTiQcG9inrzp07KTU1lYiIUlNT+UMv+/SXsTSJiLZv3859qVmaubm5/CFOzfgkIgoNDaVixYpRkSJFqG3btgJL02Qy0bRp0wjQMj6JiNLS0qhWrVoEvPj099KlS9wXY4SqP2UlIsrLy+OfpjLGJ2NpEhE9ePCA7O3tedhfuHAhhYSEkNlsJrPZTDNmzCDAEqrZp78pKSlERJSens65gezTX8bSJCIKCAjgvrp37y4wPvPy8vjDEmN8MpYmEdHjx4/JwcFB+JSVMT7NZjPNnDmT+2Kf/iYnJxMRUUZGBn/odXFxEViaRET79+/n4VXN+MzLy+MvUBnjk7E0iYjCwsKoRIkSwqesjPFpNptpzpw5xMK+8tNfIqLMzEz+SZmzs7PA0iQiOnTokBCqlYzP/Px8Hv6rV69OY8aM4SxNIqKnT59SyZIlBZYmY3wSEf80Vcb4zMrK4g+9au43EdHRo0f5vVfN/c7Pz+fh/80336TRo0cLmSAyMpJKly4tcL8Z45OIaOHChZqsoswEbJWKmvtNRHTixAmrWWXQoEFCJmCfshIRRUVFWc0qS5cuFbKKOhOwh14195uI6PTp0/zeq84qBQUFNHToUCETMO43UeFZZfny5UJWUbI0s7Oz+UMvWxGmzCrnz5+3mlXYp5ZqliYRUWxsLH+Ik2UVtsJKxv3Ozs7mD70vk1VGjRplNatUqFBBN6usW7eO+1JzvwvLKlevXhWyipL7bTQa+QsIvazCVkGxrMK430REGzduFDKBkvudk5PDX4Qrswq79/6TZXvwfIW1cuVKIVQrFRYWJvwAqbVjxw4hVCuVk5ND/v7+wg+QUufOnRN+gNRavXq1EKqVioiI4EsqZdq1a5eur9zcXPL39xdCtVIXLlzgSyplWrNmjRCqlYqMjORLKmX6/fffhVCtVF5eHvn7+9PVq1elvi5dumR1+cTatWvp6NGjUl/Pnz8Xwr5af/zxB19SqVZ+fj4tWLBACPtKXblyhTZu3MhDtVrr168XQrVSMTExtHjxYh6q1dqzZ48QqpUqKCigBQsWCGFfqaCgINqwYYOurw0bNlBgYKDUV1xcnBD21dq7d68QqpUyGo20cOFCunTpEg9jSl2/fl0I1Wpt3LhRCPtKJSQk8CWVMl/79+/nSyplvhYtWiSEfaVu3rwphGq1Nm3aJIR9pRITE2nhwoU8VKt18OBBIVQrZTKZaPHixULYV+r27dtCqFbrxx9/FMK+UsnJybRgwQIhVCt1+PBhIVQrZTabafHixUKoVio4OJgvqZTpp59+EsK+UqmpqbRgwQIhVCt15MgR4QWg2teSJUuEUK3UvXv3hFCt1s8//yyEfaXS0tLI399fCNVKHT16VHgBqPa1dOlSIVQrFRoaKoRqtX755Rch7CuVkZFB/v7+QqhW6vjx40LYV/tatmyZEKqVevDggRCq1dq6dasQqpXKzMwkf39/IVQrdfLkSeEFoNrX8uXLhVCt1KNHj4RQrda2bdt0fWVnZ5O/v78QqpU6ffq08AJQrRUrVgihWqknT54ILwDV2r59uxCqlWKZQPkCUKmzZ88KLwDVspZVwsPDhReAau3cubPQTKB8AajU+fPn/+2sopcJdu3aJbwAVIplAr2scvHiRauZwFpWiYqKspoJdu/erZtVWCawllWULwDVWrdunfACUKno6GhasmQJfwGolrWsUlgmuHLlivACUC1rWSU2NtZqJigsqyxcuFDX17Vr14QXgGp9//33FBgYKL33xsXFCS8AbXohvQdPG8fTJptssskmm2yyySabbLLJpv+IXprjaWdnV8LOzu6qnZ3dbTs7u3t2dnaz//zzCnZ2dsfs7Owe/fm/rxd2Lptssskmm2yyySabbLLJJpv+eSoUpzJ79mwTgN+IaOXs2bM3Apg/e/bsuwBGAgghov6zZ8+uDqDzrFmzjls7lw2nItd3332HtLQ0aQ1zeHg4Nm7cqKmHZtq+fTvu3bunqYcGLMiA+fPnw8HBQVMPDViwJYGBgRqUBdOKFSuQkpIi9RUREYENGzbo+tqxYwfu3r0r9ZWXl4f58+fD3t5e6uvChQs4dOiQpraaaeXKlUhKSpL6evbsGdatWydFRgDArl27cPv2bQ3KArCgDObPn49ixYppEAiABady4MABDcqCafXq1UhISNAgEABLBf7q1at1fe3evRu3bt3SoCwAC8rA398fRYoUkfq6cuUK9u3bp0FZMK1Zswbx8fFSX7GxsVi5cqUUZQEAf/zxB65fv65BMwAWZMD8+fNhZ2cn9RUUFISAgAANyoJp3bp1iI2NlfqKj4/H8uXLdX3t2bMHQUFBGpQFYEEG+Pv7A4DU1/Xr1/HHH39oUBZM69evR3R0tNRXYmIivvvuOw3Kgmnfvn24cuWK9HqZTCYsWLCAYwzUvm7evIldu3ZpkBFM33//PaKiojRoBsBSzb9s2TKUK1dO6uvAgQO4dOmSBs0AWFAGCxYsgMlk0qAsAOD27dvYsWOHrq8ffvgBkZGRUl8pKSlYsmSJFM0AAIcOHcKFCxekvogICxcu5PX3al/BwcH47bffNMgIph9//BFPnz6V+kpLS8PixYt1fQUGBuLcuXO6vhYtWqTr6969e/j11191fW3evBnh4eEalAVgwQgtXLgQpUuXlvo6cuQIzp49q0FGMF+LFy9GTk6O1FdoaCh++eUXDTKCacuWLXjy5IkGGQFYMEILFixAqVKlNMgIADh27BhOnz6t62vJkiXIzs7WoCwACxZny5Ytur5++eUXPHr0SHq9srKysGDBApQsWVLq6+TJkzhx4oQGzcB8LV26FJmZmRo0A2DB4mzevFmKsgCArVu34sGDB9LrlZ2dDX9/f5QoUUKDjAAsKLPjx49rsFtMy5YtQ3p6uvQeFxYWhh9++EGKsgAs6KSQkBANygKw4I38/f1RvHhxqa+zZ8/iyJEjuvfe5cuXIzU19aWzirVM4O/v/7dklcjISKxfv95qVgkODraaCaxllYMHD+r6WrVqlW5Wef78OdauXYvy5cv/y1mloKDAala5dOnS35pVbt68KfXFMkGRIkWk1+vKlSvYu3evrq+1a9ciLi5ON6usWLFCNxMEBARYzSr+/v4vnVXWr1+PmJgYq1lFLxP8k/UfwakAKAXgBgAvAA8AVPvzz6sBeFDYfNseT7l+/PFHzcZltsfCbDbzFjFZycrt27f5hmolyoKJNW4pS1bY3o/09HRe/sJKVmRlJkqUBdtjYTab+YZqWclKcHAwL1lRoiyYWHujuraayLJvh5W/uLm5cZSFusxEjbJgYuUvspKV0NBQ7kuJsmBibXGykpWsrCyqUqUKL1lhKAvma8eOHdyXumSFiHjNOCtZUe5lePDgAS9/UaIsmFiZibJkhfnKycnh5S9KlIW6zERZsqL0xRo8lSgL5uvx48dUtGhRAWWh3GPx1Vdf6Zas5Obm8vIXJcqC+dqzZ4+mZEW596Nbt268ZIWhLJivsLAwXv7CUBbKPRbffPONbslKXl4eL39RoizUZSaykhUi4sgKJcqC7f2IiIjg5S/qkhUi4mUmrGRFue8yPz+fl78oURbM1+HDh3VLVoiIN1IqURbMV1RUFDk4OEhLVoiI5s+fz0tWlCgLIsv+GIZ0UqIs1GUmrGRlzZo1wn5Q1vyoRFmwfZfR0dG8/EVWsiIrM2H7Lo1GIy9/kZWsnDx5UihZYSgLJmXJCiteY75iY2N5+YusZEVdZqLcd2k0GjmOQFaycubMGe5LibJgslayEh8fT6VKldJgt5ivFStWcF9KlAWRZS8vK3+RlaywMhM1douJtQgrS1aYr8TERN7qrcRuqctM1CgLIsu9hBXVyUpWLl++rCkzUe4HZW29auwWkWWPMSt/kZWZMFyUrGTFbDbzdnYldovde4OCgrgvJcqCibXPKktWmK+UlBRe/qLEbqnLTGQlK2azmZe/KLFbzNeNGzd4JlCiLJhYa6msZCUtLY2XvyiL15ivzZs3W80qrPxFid1ivu7cuWM1q7DiNTV2i8iyx5hlFVnx2s8//2w1qzBUy1tvvaXJBHfv3rWaVVhzsjITKLMKQ2ApsVvM17Zt26xmFYZvU2K3lFmFZQJZVmHFa2rsFpFljzErqlNit5ivnTt38kwgyyqsbVyJ3WL33ocPH1rNKl9++aVuJsjJyeEILFlW2b17tyarKDOBshBOnVWePHmiySrKTMCK19TYLaLCs8revXuFrKLOBKzVW5lVZPtB/2nCv1MuBKAogFsAMgEs/PPPUlX/n5TCzmN78JRLhi1hgefdd98VuIDsYIFHydJUHo0aNaKhQ4dKUS2sVU4P/cACj6yinAWe9957T9dX3759BZam8nB0dKRhw4bp+urSpYvA0lT7+uijj6Q4FRZ49HyxwKPkUymPhg0b0ocffij1xQKPHpKCBR4ZTgWwtMr17dtX6osFHiWfSnk0aNCAhg8fruurY8eOAjdLebDAo+SMKY/mzZtTv379dH317t1bt5q/fv36ur5Y4GFtpuqDBR4lz0t5eHh4UP/+/aW+WOBRsjSVR7169WjEiBG6vjp06KCLymCBhwUv9eHm5kYDBgzQ9dWrVy9dZMBbb72l64sFHj1UBmvAlWFeAEvgGThwoNQXCzx6yIC6devSRx99pOurXbt2AuNT7WvIkCH8ZYz6cHV1pffff1/XV48ePah58+bSuXXq1LHqq23bttS9e3fpudnLGT38TNOmTemDDz6QnpsFHj2UQe3atWnkyJFWEVh+fn5SXyzw6OFnmjRpQoMGDZKemwUePexSrVq1rPpq3bo19ejRQ+qLvQRRMj6Vh4uLCw0ePFjXV/fu3fkDh/qoWbMmjRo1StdXq1atqGfPnlJfrGlWydJUHs7OzjRkyBDpudlLED3EQo0aNXR9sZczvXr10vU1YMAAXSyOk5OT7r2X+dLDQbGXM3q+fHx8dH2xlzNK7rfyaNy4caGZoG3bttK57OWMkiGr9OXl5VVoVlGyNJVHo0aNCs0EhWUVJatV7evvyCqsaVbJ0lQe7OWMDKcCWDJBnz59rGYVPVzPfyKryHAqgCUT/DtZRc8Xa5rVw2exTKCXVTw8PF46q9SrV6/QrKKXCQrLKu7u7oVmlU2bNkmLq/4Jgs6DZ6F7PAGAiExE1AxADQCednZ2Ln9lHgDY2dmNsrOzu2ZnZ3ctISHhr077R6lJkyaaP6tXrx58fHzQvHlzVKlSRRgrVqwYWrRoAR8fH3h4eGjmVq5cGT4+PvD09ETdunWlfx+bq17mU7p0aXh7e8PHxwfOzs6auW+99RafW7VqVY0vDw8P+Pj4wN3dXbPkoFKlStzXW2+9pTm3i4sLP7d62UqpUqXg5eUFHx8fuLhov/2Yr+bNm6NatWrCWNGiRdG8eXPuS73M4o033uC+6tWrp+vL3d39X/ZVt25d7uvNN9/U+FJeL/UStIoVK3Jf9evX15zbycmJXy/1spWSJUtyX7Lvrzp16lj15e7uzn2plwgxX15eXlJfzs7O3Jd62UphvmrXrs19Va9eXRgrUqQI9+Xh4aHxVaFCBe6rQYMGmnM3btyYz1UvGS1RogT31bRpU83cWrVqoWXLlmjevDlq1Kih8eXm5sbPrV6K8/rrr/N/x4YNG1r1pV6aqfTl6uqqmVuzZk1+vaz5cnd31yw3LV++PLy9veHl5SX11ahRI+5LvQSyePHi8PT0hI+PD5o1a6aZW6NGDe6rZs2awpidnR2aNWvGfamXKZYvXx4+Pj7w9vaGo6Oj5tyOjo4v7at69ep/yZeHh4dmOeBrr73Gr1ejRo3+JV8ODg7w9PREy5Ytpb7efPNN+Pj4oEWLFqhVq5bV66Ve3lauXDl4e3vD29sbjRs31py7YcOGfK56ySjzxcbVqlatGvdVu3ZtjS9XV1c+V728rWzZslZ9NWjQgF+vSpUqCWP29vb8Hufm5qaZW7VqVe6rTp06mnFXV1e0bNnSqi8fH59CfVWuXFnji91LZL6qVKnCfcnuvU2bNoW3tzfc3d01S7jLlCnDfTk5OWnm1q9fn59blgmYL2uZwJov9u+oXiqt9CXLBPXq1eO/G2WZQOlLnQkKyyrKTPCvZpW6devC29sbHh4emkygzCoyXyyreHl5vVRWYb4KywSyrKLMBHpZxcvLS5pVlPdedSYoLKsUlgmU10svq7xsJvD29kbLli0LzQRqX/9uJmAZyt3dXTereHt762YC9jNlLau0bNlS8zP1j5fsadTaAeAbAFNgW2r7H9OcOXOkvDgiy/K7OnXqSJctEL1giTVt2lSzPIDIsvxOxosjsnA8HRwcOC9OXRc9b9483aWMbPmdbCkj0YvldzJeHBFRnz59dJcysuV3Ml4ckWX5nd5SxoKCAmrYsKHAi1P6YsvvZLw4IsvyO72ljDExMVSyZEnOi1P7Wrp0qe5SRrb8TsaLI3rBEpPx4ogsy+9kvDiiF8vvZLw4IgtLTG8po8lkImdnZ86LUyMk2PI72VJGIqKhQ4cKvDjlUka2/E7GkCWyLL/TW8poMpnI1dVVyosjstTFM1/qpYxEluV3Ml4cEVFSUhKVK1dOupSRyFI1r8eLY8vvZLw4ohfL72RLGYmIf2qg5sURvVh+J+PFEb1YfifjxZnNZmrRooWUF0f0YvmdbCkjkWX5nYwXR2RZfvf6669LeXFEL7YKMF6ccikjW34nW8pI9GKrgIwXR2TZKsDe4quXMrLldzJeHNGL5XeyJZZsqwDzpVzKSPRi+Z2MF0dkWX4n48URvdgqIFvKSPRi+Z2MF0dkWX4n48URvdgqINt2QWRZfqe3lJEtv5OxbYlebBWQbbsgsiy/YwxZ5VJGohfL72TbLogsWwUY21a9lJEtv1OybZWoBrb8TrbtgojI19dXdykj2yrAtl2ocVczZszQXcrIlt9VrFhRs+2C6MVWARnblsiy/E5vKWN4eDgVK1ZMuu2CyLJVQG8pY15eHtWuXVvKtiUiOnDgAAGWFQfqpYxElq0CeksZIyMjyd7eXsgESl9z587V3XbBtgroZZXAwEAhE6izSu/evXWzCtsqIGPbElm2CljLKvXr1+dZRZ0Jjh07xjOBetsFkWWrgDKrKDOBMqvIMsGiRYt0s4rRaCRHR0fdTMBY6LJtF0REAwcOFLKKMhOwrQLKbRfKTLBs2TKrWcXJyYn7UuOu2FYB2bYLIqLBgwcL2y6UmSA+Pp5Kly4t3XZBZNkqYC2rNGnSRLrtgsiC4bOWVYYNGyZl2xIVnlXWrFkjZBV1JmjWrJl028U/XXjZpbYAKgEo/+d/lwRwDoAfgMUApv3559MALCrsXLYHT7kOHjwo5cURWR4O9XhxRBbulh4vLicnR5cXR2QJfXq8OCLLQ63eD1BUVJQuL4750uPF5ebmWvV1584dXV4c8yXjxRFZeJl6vDgiy4OUHi8uLy+P9u3bJ+WyEVn2rerx4ogse/BkvDgiy0OrHi+O+dLjxeXn59O+ffukXDYiCzdQjxdHZLnh63HZ4uLidHlxRJZf5nq8uIKCAqu+QkJCdBmyRBZWop6v+Ph4XV4ckYWfpseLMxqNtG/fPt3lLaGhobq8OOZLjxeXkJCgy4sjsjwQ6/HiCvN1//59XS4bkeVljh4vLikpSZcXR2Thp+nx4kwmE+3bt0/KZSOyPFToMWSJLAxHPV5ccnKyLi+O+dLjxZnNZtq/f7+Uy0Zk4SzqcdmYLz1eXGpqqi4vjsjyAkGPF1eYr8ePH2tCtVInTpzQ5cWlpaVZ3R907do1XV4c8yVjyBJZ9kXrMWSJLC/l9HxlZGToMmSJLGxcPbat2WymAwcO6PoKDw/XZcgSWQK4Hts2MzNT2Mus1o0bN3TZtsyXjG1LRPT06VNNqFbq9OnTumzbrKwsXbYtkYXZq8e2JbI8POplgsjISF22LZHlwUCPbZudna3LtiWyZAI9ti2RJavoZYJ/J6sUlgn+SlaxlgleNqvk5eXR/v37/61MoOcrOjr6pbNKfn6+VV9379616iswMPBvySoFBQW0f/9+q1lFjyHLfFnLKoVlgr8zq+hlgsKyyj9Zeg+ehXI87ezsmgLYAss+zyIAdhLRHDs7u4oAdgKoBSASQF8iSrZ2LhvH0yabbLLJJptssskmm2yy6f+vXprjSUR3iMiNiJoSkQsRzfnzz5OIqCMRNfjzf60+dNqkr6dPn+qOJSUlIS0tTXc8IiICZrNZOpaXl4fo6GjdudHR0cjLy9MdDw8Ph96LieTk5H/L1/Pnz636ys3NfSlfKSkpSE1NterLZDJJx/Lz8xEVFaU7NyYm5t/ylZKSojs3MjJS11dBQQGePXv2t/hKTU19aV9Go9Gqr9jYWOTk5OiOP336VNdXWloakpP1f6VERkbCaDRKx0wmEyIjI/8WX+np6UhKStKd++zZM6u+IiIidOfGxcUhOzv7f92X2Wwu1FdWVtZL+crIyEBiYuJL+SIiq78b4+PjX9pXZmYmrHUOREVFoaCg4KV9ZWZmvpSvrKwsxMfH/y2+EhISXtpXdnY24uLirPrKz89/KV+JiYnIyMjQHbd2L8nOzkZsbKzu3OfPn1v1FR4ebtVXenr6S/nKycl5aV9A4ZngZX3l5uYiJiZGd+5/MxP8N7OKtUzw38oqhWWCvyur/J2ZICYmxuq9tzBfhWWCVzGr2KRVoRzP/6RsHE+5vvzyS0yePBnh4eFwcHAQGGwFBQVo2LAhjhw5gpSUFA1L748//kDXrl0RGhoKs9ksMOuKFi0KX19fziAqV66cwIZ78uQJnJyccO3aNeTk5ODNN98UCg9mzpyJTz/9VOrLaDTC0dERhw8fRkpKCt544w2hGGXv3r145513EBISIvXVrVs3rFmzBjEx/8Pee4ZHcWTf/0cSApMzmGCSJHIOAkTOSQP+Ypu1vWuvSY4Yk6NJJhiMjQFjcs45CIQADUkgkkAoAAJEEEI556y5/xf9q3ZVd/WIhWWX/6L7PP1ma3s4bpjp0133nk8kSpcuLTDYnj17hoYNG8LHxwfp6ek6Nty8efMwZswYPH36FPb29oKu/Px8NGzYEO7u7khISNCx4dzd3dGnTx/cvXsX+fn5AoPN1tYWgwcPxh9//IGIiAgd4+/58+do0KABbty4IdW1cOFCfPPNN3jy5IlOFxGhcePGOH78OBISElQGGysPDw/06tVL1cUz6+zs7DB06FAsX74cERERKFmypHC9IiIiUL9+fVy7dg3p6ek6Zt3ixYvx1Vdf4fHjxyhSpIjA0iMiNGnSBMeOHUNcXJyOWefp6Ynu3bvjzp07yMvL012vjz76CL/99hvCw8NRsmRJgQ0XFRUFJycnXL16FWlpaTpm3dKlSzFq1ChVl5al16xZMxw5ckTVxTPrzp07h65du6q6eDacra0tPvnkE/zyyy8IDw9HiRIlBF0xMTFwcnLClStXkJaWprtey5Ytw4gRI/Do0SPY2dkJDDYWqHLw4EHExcXp2HBeXl7o3LkzAgMDkZubK7D0bG1t8dlnn2Hx4sUICwtTdbEAifj4eDg6OsLb2xupqak6NtzKlSvxz3/+E48ePYKtra1OV6tWrXDgwAHExsbqdF25cgUdO3ZEQEAAcnNzBV6sjY0Nhg8fjoULF+L58+c6XYmJiXB0dMSlS5eQmpqqY/ytXr0a//jHPxAcHAwbGxtBFwuq2rt3L2JjY3VsuOvXr8PZ2RkBAQEqF5PXNXr0aMybNw/Pnz9H8eLFBQZbcnIyHB0d4eXlhZSUFB0bbt26dfjkk08EXSz4ydbWFs7Ozti9ezdiYmJ0um7evIl27drB398fOTk5uuv19ddfY86cOQgNDdXpSk1NhYODAy5evIiUlBQdX3fTpk346KOP8PDhQ50uOzs7dOjQATt37kRMTIyOWefr64s2bdrAz88P2dnZArPOxsYGY8aMwcyZMxEaGop33nlH0JWeng5HR0ecP38eycnJOmbd1q1b8eGHH+Lhw4cAoNPVqVMnbNu2DdHR0TpdAQEBaNmyJfz8/JCVlSXwdW1sbPDDDz9g+vTpePbsmU5XRkYGnJyccPbsWSQnJ+v4ujt37sT//d//4f79+1JdXbt2xZYtWxAdHa1j6d27dw/NmzeHr68vsrKydNdr0qRJmDJlCp49e4ZixYoJfN2srCw4OTnBbDYjKSlJd+/ds2cPhgwZgvv374OIhHtckSJF0KNHD2zcuBFRUVG6e++DBw/QtGlT+Pr6IjMzU8eLnTJlCiZOnIiQkBAUK1ZM4Ovm5OTAyckJZ86ckXqCAwcOwNXVFUFBQTpddnZ26NWrF9avXy/V9ejRI6ueYObMWBqS9wAAIABJREFUmRg/fjxCQkJ0niAnJ0fwKlqO7ZEjR6x6lf79+2PNmjVST/DkyRM0atQIPj4+yMjI0F2vOXPmqF7F3t5euMfxXiUhIUGny83NDf369VO9Cn/vtbW1haurK1atWiX1BMyr3LhxAxkZGTpP8NNPP+G7776TehWLxYJGjRrhxIkT/7JXsbOzw+DBg7Fy5UpERESgVKlSwvUKCwtDgwYNcP36dalXWbRoEb7++ms8efJE5wksFgsaN24MNzc3xMfH63SdOnUKPXv2lHoVW1tbfPDBB/j9998RHh6u0xUZGWnVqyxZsgRffvklnjx5Ajs7O50naNq0KY4ePYr4+HidVzGbzejWrZuhJxg2bBh+++03hIWF6bxKdHS04FW0un799VeMHDkSjx8/lnqCZs2a4fDhw1Kv8jbXv4Xj+apH4YynvCZOnCjEMPNBL5cvX1Y5nuzgh6e3bt1KRYoUUdd4Zp2vry8NGzZMOJcfnvbw8BAi9LVBL1OmTBHO5Yenvb29dVH1PLNu+/btQvQ6H/Ry+/ZtlaHH62JBL6dOnaLatWsLunhmHeNE8boYs+7KlSsqs4sdfNDLzp07BXwNz6y7ffs2ffrpp8K5DOFy7NgxOn36tMpZZAcf9DJr1ixhjWfWXb16VRcJzwe97N69W4iEZ0EvK1asID8/P5Xtxw6eWXfmzBldhD4f9DJ37lydLhb0cu3aNV0kPM+s27t3r4Cv4Zl1fn5+9Pnnnwvn8kEvnp6eOtwPz6xbsGCBsMYz665du6bDxPBBL/v27aOSJUuqazyzzs/PT2UOsoMPejGbzboI/TZt2qjMup9//llY44Nerl+/rsPE8My6gwcPClgdPujF39+fRowYIZzLB72YzWYd7odn1i1dulSniwW9XL9+nfr16yess6AXT09POnTokBBVzzPr/P39adSoUcK5fNDLuXPndBH6fNDLsmXLhDU+6OXGjRs6HAvPrDt8+LDKM2S6WNBLQECAykLkdTFm3blz53QR+jyzjjEteV0s6OXGjRsqe40dPLPu6NGjAlaHD3oJCAigr7/+WjiXBb3s27ePLly4oHIp2cEz6xjTkh180IuPjw+ZTCZhnWfWHTt2TOUZAhCCXgICAlRGIzt4Zt3FixepVatWwjof9LJ69WoBC8AHvdy8eZOGDBkinMsz69zc3FSeIdPFgl4CAgLou+++E87lg168vLx0uB8+6GXdunUCCoEFvaxZs4Zu3ryp8mvZwQe9nDhxQuUZMl0s6CUgIEDlXLODD3q5dOkStWvXTljng142btxIdnZ26hoLelm9ejXdunWLPvjgA+FcPujF3d1d5RkCEIJeAgMD6YcfftDpYnzdy5cv67A6fNDL5s2bdbpY0Iuvr6/K1WUHH/Ry8uRJAffDgl6YJ5B5FRb04u3trcPqFORVeE/wt7/9TTj3Rb2Kv78/TZ06VTj3Rb3KxYsXpV6Fhb/5+fnRJ598IpzLh9KdOnVKwP0wr8I8wYwZM3S6mFe5evWqDl/ToEED1RPs2rVLQNrx4W9+fn7097//XTiXD6U7deqUDvfD83Vnz54trL2oVzl//jzt2bNH51UYX9fPz48+++wzna6RI0fSkSNH6MyZM+To6Cis8+Fv8+bNE9b4UDojr8I8gdarsPA35lX++c9/CudqvYoW98PC327dukULFy7U6WJe5fr161KvIgt/e9sKr8Lx/HcdhQ+e8pLxhfgvj9EaAEOm5YscBZ0rYxP9J3TJmFz88d+6XgXp4m/2/8ra69Zl7Zq8jbpkfFr+kLHq2GHt396brMuIJ/fv0CXjEP8nrpe1P/dN1mXtelr7zX1bdRX0O/K6dFn7vr2tugo9wf+GrkKv8p/TVa9ePTpx4sR/+zHjv1IofPB8c0u7s8jHkV+7dk33FpF/e75jxw7hS8G/pQ4ICNDtLPIx6WfOnBHeIrK35yyOXLuzyKNTrl27poNg8+iUXbt2CTdIPo48MDBQt7PI0CkeHh7k6ekp7Hhq48h//PFHnS6GTrlx44buLSJ7e+7t7U179+4VjA4fRx4YGKjbWeTRKWazWdjxZLpYHLl2Z5F/e37jxg3q3r27sM6jU/bv3y/8+PHolDt37uh2Fnl0yrlz54S3iNo48vnz5wvnsh31Xbt2kY+Pjw42zb+lPnjwoPCDzseR37lzR7ezWL16dfrqq6/o+PHjdP78eeEtonZHXbuzyL899/Hx0cGmeXTKoUOHhB1P/u353bt3aeTIkcK5/FvqCxcuUMOGDQVdPDrll19+Ec7l357funVLB5vmd9SPHDki7Hjy6JS7d+/qdhaZrmPHjtHFixd10HB+R/23334T1nh0yq1bt6h///7COr+jfuzYMWHHk397fu/ePd3OIo9O8fLyoqZNmwrrbEf99u3bup1F/i21r68vDRw4UFjn0Slubm7Cjif/9vzevXv0zTff6HSxt9ReXl7UvHlzYZ1/e67dWeTRKb6+vuTq6iqs8zvqJ06cEHY8eXTKvXv3dDt4/I765cuXqWXLlsI6//Z8zZo1whq/o3779m0aPHiwsM6jU9zd3YUdT36n/969e7odPH5H/fLly9S6dWthnUenrF27Vniw4HfU/f39dTuLPDrl5MmTwo4nj04JCgrS7eDxO+pXrlyhtm3bCuv8jvrGjRsFA8/vqPv7+9PQoUOFcxk6xdPTkzw8PIQdT35HPSgoiMaPHy+cy6NTrly5Qs7OzsI6j07ZvHmzoItHpwQEBOh2Fnl0yqlTp4QdTy06RbuzyKNTrl69quuC4tEp27ZtE8wwv6MeEBCg21msXbu2utN/+vRpYcdTi04pyKu4uLgI6zzmbefOnYZeJTAwULezyKNTzpw5Q7Vq1RJ08egU7c4iv6N+/fp1nVfhd9R3795t1atodxb5HXVPT09hx1PrVbRdUFqvot1Z5HfU9+7dK7wM4r1KQECAbmeR31E3m83CjqcWnaLdWeTRKTKvwu+oF+RVtDuL/I56QV5F2wXFd//5+PjodhZ5r3Lo0CFDrxIYGEjDhw8XzuV31K15FX9/f1q8eLFwLu8Jbt68qfMqfPefUWrx21AofPB8c+vLL7805BEmJiZSlSpVpDxCIoXtZ8QjtFgs1L59eymPkEiJmi9btqwhe+jbb7815BEmJyfTu+++K+UREilsP2u6XFxcpDxCIiU6vWzZsmpLijaO/PvvvzfkEaakpFC1atWkPEIihe1nxCO0WCzUpUsXwVTzugIDA6ls2bJqS4pW1/jx4w15hGlpaVSjRg3VVGvjyHft2iWYam1Meo8ePaQ8QiIFD1K2bFkpj5CIaNKkSYY8woyMDHrvvffUlhRtHPm+ffsMeYRECtuPN9W8rocPH1LZsmVVU63VNW3aNEMeYWZmJtWuXVs11Vp0ysGDBw15hERE/fv3V021Fp3y6NEjKlu2rJRHSEQ0c+ZMQx5hVlYW1a1bV8ojJFLYfryp1uoaOHCg0D7L63r69CmVK1dOyiMkUth+vKnmdWVnZ5ODg4PaPqtFp5w4ccKQR0iksP2YqdYiXZ49e0blypWT8giJFLYfM9VadEpOTg45OTlJeYRECm6AN9VaXUOHDjXkEYaFhVH58uWlPEIihe3Hm2peV25uLjVo0EDKTiZS2H5GPEIihe3HXgBq0SkRERFUvnx51VRrdf3yyy+G7GTG0JPxCIkU5IkRO5lIYfsZ8QijoqKoQoUKUnYykcIh5l8AanU1a9ZMyiMkUhAeRuxkIoVDbMROjomJoYoVK0rZyUQK24+9ANSiUxjvV8YjJFJwULyp1qJTvvjiC0MeYVxcHFWqVEnKTiZSOMRG7GTG+5XxCImIrl27JrTPatEpI0eONOQRJiQkUJUqVaTsZCKitWvXCqZaq6tt27ZSdjKRguux5gm++uorQ1OdmJhIVatWNfQqGzdutOoJOnTo8EJeZfv27Tpd3333nVWvUq1aNUOvsmXLFqFNVaurU6dOhl4lICDAqicYO3asoVdJTU2l6tWrq55A61V27Nhh1at07drV0KvcuXOHypQpI2UnExFNmDDBqlepWbOmlJ1MpHCIjdjJREQ9e/ZUvYrWEzCvwtpUtZ5g8uTJVr1KrVq1VE+g9Sr79++36lX69Olj6FWCg4MFr6L1BNOnTy/Qq8jYyW97FT54vsFlxNwiUvh8Rtw/IoXpZcSLy8rKMmQPESkGyYj7V5CuhIQEq7qeP39uVZcRj5BI4Ui9ii4jHiGR9euVnZ1tyCN8VV2JiYlWdVm7Xjk5OYY8QiLFUBrxCJkuIz5VUlKSIY+wIF25ubkF6jLi672ILiPuH9NlxLHLy8sz5BESKTywl9WVnJz8SrqMeISvqislJcWQR0ikPKQZ6crPzy9QlxH3j0j5ThnpSk1NNeQRFqTLYrEYchKJlAeW16nL6E31i+gy4hEWpCstLc0qfDw8PPyldcXGxr60rvT0dEMe4avqiouLM+QRFqQrIyPDkEdIpNzjjGasLBaL1d/suLg4Q+7fi+gy4hEWpIuoYE/wsroyMzNfq67X5VVe1RO8rK7s7OzX5lVe1RMU5FUK8gTWdL1OT/C/5lUK8gRvcxk9eBbI8fx3ViHHs7AKq7AKq7AKq7AKq7AKq7AK63+3jDiehTiVN6BmzpyJhw8f6nAAgMI1mj59ui52n9X69etx5swZXbw9oMTBjxkzBsnJyQKmgJXZbMa6det0OABWs2bNQlBQkFTXs2fPMG3aNACQ6tq4cSNOnTol1ZWdnY0xY8YgKSlJiLdndf78eaxZs0YXu89qzpw5uHv3rg4HACjIkylTphjq2rJlC9zd3XWx+4ASBz9mzBgkJiYKOABWFy9exJ9//mmoa968eQgMDJTqioiIwKRJk0BEUl3btm3DiRMnUKZMGZ2u3NxcjB07FvHx8dLrdfnyZaxcuVKHA2A1f/58+Pv762L3AQV5MmHCBF28PasdO3bg2LFjuth9QImp//777xEXF6eLtwcUhMfvv/+ui91ntXDhQty+fVuqKyYmBuPHj1dj5LW6du3ahSNHjkh15efn44cffkBMTIwOBwAoCI9ly5bp4u1Z/fzzz7h165Yudh9Q2H7jxo1T0TJaXXv37sXBgwd1OACma9y4cYiKipJeLx8fHyxdulSHA2C1ZMkS+Pj4SHXFx8dj3LhxyM3NFeLtWe3fvx/79+/X4QAAJT5/3LhxiIyM1MXuAwrCY/HixYbX69dff8W1a9d0sfuAgmL54YcfkJ2dLeAAWB08eBB79+7Vxe4DSjfOhAkTEB4eLtXl5+eHRYsW6XAArJYtW4YrV65IdSUnJ2Ps2LHIzs6WXq8jR45g9+7dhromTpyI58+f62L3ASAwMBALFiyQIoIAYPny5bh8+bIOBwAoPNYxY8aoSBKGA2B17Ngx7Ny5U4cDYLomT56MkJAQqa579+5h3rx5OhwAq5UrV8LLy0uKA0hLS8OYMWOQkZEhIIJYHT9+HNu3bzfUNXXqVDx9+lSH4gEUtMicOXOk+AQAWLVqFS5cuIDy5csLiCBAQcSMGTMG6enp0ut18uRJbNmyRYcIYrqmTZuGx48fS3UFBwdj1qxZOnQRq9WrV+PcuXM6dBGgIGLGjBmDtLQ06b331KlT2LRpk1QXoCDWgoODdUglQEGLzJgxw1DX2rVr4enpqUMEAQpfdMyYMUhNTZXq8vT0xIYNGwzvcTNnzsSDBw+kniAkJATTpk0z9CobNmzA6dOnrXoCI69y9uxZ1avIrtfs2bNx7949qa7Q0FBMnToVgNwTbNq0CR4eHlJdzBMYeZULFy5Y9QTWvEp4eDgmT55s6AmseZXc3Fx8//33SEhIkHoVLy8vrFq1ytAT/PTTTwgICCjQq9SsWVN3j9u2bRuOHz8u1cU8gTWvsmLFCkNdCxYsgJ+fn1WvYuQJdu7ciaNHjxp6lbFjxyI2NlZ677169apVr7Jo0SL4+vpa9SpGnuBtrkKcyhtcR44cEUICGA6AtQ0wHAGPA2BtFk+ePFEH9nkcAGtnYLHZ2vACIqWNhIUL8TgA1s7g5uYmhARo56xY7D8fXsDaGUJCQtSBfR4HwHSx4XZteIHFYqGcnBx1YJ/HATBdJ0+eVHXxOACm6/3339eFF7DWy+fPn6vhQjwOgLVZsNhsbXiBxWKh3NxcFVvChxewNovTp09LwwtYK+GHH34ohBfw80zh4eFqkAAfXsB0seF2PryAzTPl5uaqg/F8oBFrvTx79qw0vIDpYmETfEgA0xUZGakO7PPhBUzXr7/+qgsvYPNMeXl5aogPP8/EdF24cEEaXsB0sVAHHgfAWvaio6PVpFY+vIC1Xi5fvlwIL+DnmfLz81U8CB9oxFovL126JA0vYK2ELDyBDzRirUuxsbFquJBszuqPP/6QhhcwXSwshw8vYK2XV69e1YUX8PNMDNXC4wDYnFV8fDyVLl2aAEjnrFjgjRYHYLFYyGKxqBgOHgfAdPn4+Ki62JwVP8/05ZdfEiAGGrE5q8TERCpbtiwBIg6AtV6uX79e/WztPJPFYlFxFzwOgLWE+vr6qufyOACmiwUX8YFGbM4qOTmZypcvr+piOACma/Pmzepna2ev2bwaIAYtsZZQf39/9VweB8BaHFlAEI8DYHNWKSkpariQbM5q27Zt6mdr55ksFosassLjAFjrZWBgoBouJMMBjBs3TtWlnbNKS0ujypUrE/BX0NKhQ4dUXbt27VJ18bPXrH2NhazwQUtMV1BQkKpLNns9adIkVZd2ziojI4OqVq1KgBK0pJ293rdvn6pLNnvNwkz4oCXWevngwQM1XKhevXq62etp06ap917t7HVmZiZVq1aNgL8QQfzs9cGDB1Vdstlrhk5iQUsbNmxQdT169EgNF+LRRUzXzJkzVV0saInpysrKUsOFZLPXR48etepVWJAYC1pav3696lWePn1q1avMmTNH51WYJ8jOzlbDhWSz18ePH9d5Fd4TsMCu4sWL62avnz17ZtWr/PTTT4JX4T1BTk6OGjgo8yoeHh5Sr8LucSywiw80Yl4lLCzMqldZtGiR4FX42WutV9HOXnt6euq8Cu8JWDDWO++8o5u9joiIUMOFZF6FhfNpA42YJ7DmVc6dO6fzKrwnYGGZvFdhniAqKkrqVdi9l4XzMV387HVeXp6KMpPNXl+8eFHwKtrZaxZKWaxYMcPZ67exUDjj+eYWnyzLH++++y51797dEIXQtm1batCggTTOuVSpUtSnTx/VbGoPJycncnZ2lkboM8PDpyfyR9WqValHjx6Gutq0aUMNGzZ8KV2Ojo7UoUMHabw1MzyVKlWSnlulShXq0aOHkHbKH61bt6ZGjRpJdZUsWZL69OkjJH/yR7169azq6tGjh5DqyB+VK1e2qqtVq1bUuHFjaWR3Qbrq1q1LHTt2lOpihodPdeSPSpUqUc+ePQ11tWzZkpo2bSrVVaJECerbt69VXS4uLoa6unXrphov7VGxYkWrulq0aGGoq3jx4lZ11alTx6qurl27Uo0aNaTnVqhQgXr16mWoq3nz5tS8eXMp7qB48eJW/x5r165NnTt3lkbCM8PDp03KdPFpuvzRrFkzatGihVTXO++8Y1VXrVq1rOrq3Lkz1apVS4pZKF++vFVdTZs2pZYtW0pxGgXpeu+996hLly5SXcxY1K5dW6qrXLly1Lt3b0NdTZo0odatW0t1FStWjPr06aM+LGuPmjVrUteuXa3qqlOnjhSzUJCuxo0bv7SuGjVqUNeuXaW/2ewlSL169aS6ypYta1VXw4YNqU2bNlJdRYsWtfr3WL16derWrZuhrvbt25ODg4NUV5kyZazeSxo2bEht27a1qsvoelWrVs1QF6CkTTs6OkrvJQXpql+/PrVr105672UvZ4x0MU9g9BvUrl07cnJykuoqXbr0S3sC9nKGvYzRHlWrVn0hryL7zX4RT9C+fXvDe681r1KQJyjIq/Tt29dQl4ODQ4Fehb2M0R4FeYLWrVtT48aNX5tXYS9j/lVdrVq1oiZNmhh6Amt/jy/iVYx0vapXsXa9XsQTWPMq1jyB7OXM21QofPB8c8sa64mPEJf9ABndCAAYGmj2hbK2XqlSpZfWVaJECQFF8O/WZY2bVJAuoxvUi+gyMv7sB8gaX82aruLFi1vVxcfuaw9bW1uruipUqGCVk2dN1zvvvGP4kP8iuoxeqADKQ4k1bmBBuoxu6AAMbxIvcr3Kly9vlellTVexYsUMXz4UpMvGxsbq9SpXrpxVTllBuoxu6AAMX0y8iK6yZctaZYRa01W0aNHXqsvIDACwem7RokWt/tnWNNvY2Fj9by5TpoyhMStIl729/UvrKujvonTp0q+ky9q/bWvfiRfRZfQQBsDqd9ne3t7qb9Sr6CpVqtRL6ypSpMhr01WyZEkBT/Sv6rJ2D6xcubJVjuereBVrut5kr1KQJ7DGf+SRcdqjIE/w3/Qqr+IJXsWrWLter+oJXqdXYTvZ1sLZ/lcLhQ+eb27xbSLa9tDMzEyBB6aNu3/8+LFqSLXtoTk5OWo7BvsC8e2hKSkpansBoG8P5Vta+S/Q8+fPKTMzU+BuaVsuQkJCVEOqZVvl5OTQkiVLBF2ffvqp2nKRmpoqcAO17aFnzpxR13i2VWhoKGVmZgosTm3LRWhoqPrmXtsempOTo7aOAiLvkiUJtmjRQl3XtofyLa18e+izZ88oKytL4Ftp20OfP3+uvpHj2VYBAQGUm5tLv//+u6CLbw9NS0sT+Hza9lC+TYSxrVjcfVZWltqiyW4crD00PT2dwsPDVSOjbQ/Nzc1VW0cBfXtoWlqa2goJ6NlWly9fFnTxcfdZWVlqiya7cfDtoZGRkaqR4Tmcfn5+lJubK7ASGe+SoXnS0tIENq62PZRvaWUcTobmycrKEtiS2vbQ6OhowTA4Ozur7aF5eXm0bt06QRffHpqenk6dOnVS1/n20JycHLpx44Zq/Pj20MePH1N2djaNGTNGPVcbwx8TEyPcmPn20Ly8PNq0aZO6pm0PTU9PF3hzLIaftYfeunVL1cW3hz569Iiys7PVFk1AMdUjRoxQ4+5jY2OFh6m2bduq7aF5eXm0detWQRffHpqeni5w3bRx935+fqoh5dtDg4ODKTs7W2Al8jH8KSkpFB8fL5govj00NzeXdu7cqa7x7aFRUVGUnp5Offr00eli7aGBgYHqyzO+PfThw4eUk5MjsBIZMoi1hyYkJAjmjW8PzcvLo927d6trJUqUENpDMzIy1LENADo0z927d1WjrG0PzcnJEbjO2vbQxMREwRjy7aF5eXm0f/9+QRdDBkVERFBGRobAVOXRPNnZ2XT//n3VKPPtoffv36ecnByBlciQQaw9NCkpSWAv8zsQeXl5dPjwYXWNbw8NDw+njIwMdWwDEHmXWVlZ9PDhQ9Uoa0dZsrOzBa6ztj00OTlZ4BlqR1n4llbtKEtmZiZ98MEH6jqP5snKyqJHjx6pL8/4URbmCXiusxbNk5KSQg0aNFDXeTZ3Xl4enThxQvAErq6uantoZmYmDRs2TPAEvFd58uSJzqvwnoDnOmvbQ1NSUgTGsdar8C2tvCdgXoXnhvNsbuZV2Esq7ShLTk6OwHXWtoempqZSs2bN1HVteyjf0qptD83MzBRYnAzNw3sV9jJI2x6am5srcJ1lXoVnCTOvwtpDz58/r/MEvFfh+dxarxIWFqbzKmyUJTc3V+A6816FeYI2bdqo68yrME/g5eUl6OLRPFlZWQKfm3kV5gkiIiIEr8KjeXJzcwWus8yr8Mzehg0bCmgeb29vQZfWq/AcbJ7NbS1F/G0oFD54vrk1YsQIKduKSJmL6Ny5s5RtRUS0dOlSlW2lfaOSlZVFffr0kbKtiJT5AyO2FRHRqFGjdDNXrJ49e0adO3eWsq2IiJYtW6bC7bW6srOzqW/fvlK2FZEyf2DE4SRSWGIythWRMsPZuXNnKduKSGHCGbGtcnJyqH///lK2FZEyf2DE4SRSuKdGbKuIiAjq3LmzlMNJpDDhjDicubm5NGDAACnbikiZP2Bwey3bikiZGTNiW0VGRlLnzp1p7ty5wswVqzVr1hiyrfLy8mjQoEFSthUR0eXLl62yrcaNG2fI4YyJiaEuXbqocHttm8r69esNOZz5+fk0ePBgKYeTSJmVNOJwEimMMyMOZ1xcHHXp0kXKuyQi2rRpkyGHMz8/n4YMGSLlcBKRChTnZ674mjx5siGHMz4+nrp27arC7bW6tmzZYsjhtFgsNHToUBVur427v3XrliGHk0iZZWOzYNq4+8TEROrWrZuUw0mksOqMOJwWi4U++OAD3cwVKz8/P0MOJ5Eyy2bE4UxKSqJu3brp5sNZ7d69WzcfzusaNmyYCrfXxvAHBgbqZsH4mj17tm4+nFVKSgp1795dyuEkUmYSjTicFouFPv74Y93MFat79+5Rly5dpBxOImXunpl9LZonNTWVunfvLuVwEikzifwLQK2uv//977qZK1b379+nzp07SzmcREQLFixQOZxaBE56ejr17NlTyuEkUvIT+BeA2vr888918+GsgoODqXPnzlIOJ5EyY8fg9lpdGRkZ1KtXLymHk0jJT2BmX8u7JFL4ovwLQL6ePHlCnTt3FubD+VqyZIkhhzMzM5N69+5tCLc/efIk9evXz9ATjBw58pW8ihGbm3kCI69y6tQp9QWgTNfo0aMNvUpoaKjqVWSe4PfffzfkcGZnZ1O/fv2EF4B8mc1mq57g66+/NvQqYWFhVj3BypUrDb0K8wRGXuX8+fOGHE4ihXtakFeR8S6JiP78809DDmdubi4NGjSIxo8fL/UEXl5ehhxOIoV7auRVoqKiqHPnzrr5cFZr16616lVcXV2FF4B8eXt7W/Uq48ePL9CryNjcb3sZPXgW4lTegCIiIYHrRdde57mFut6cz2bf0Tftv7lQV6GuQl2Fugp1/XvPfZ2fXairUNfr1gUp605OAAAgAElEQVS8ed+p/6aut7lsDHAqtrL/c2H9Z+vmzZvIzc2VrkVHR+PJkyeG5wYGBiI9PV26lp2dDV9fX/VLp63Hjx8jNjb2pXTFxMTg8ePHVnWlpaVJ13JycnDr1i1DXU+ePEFMTMxL6YqNjcWjR48Mz71z5w5SU1Ola7m5ubh58yYsFouhrujoaMPPvnXrFnJycqRrcXFxCA4ONjz37t27hrry8vJw69YtQ11Pnz5FVFTUS+mKj4/Hw4cPrepKSUmRruXn51u9XiEhIYiMjDT8bF9fX2RnZ0vXEhIS8ODBA8Nz7927Z6jLYrFY1fXs2bOX1pWYmIj79+8b/tu9d+8ekpOTDXX5+PgY6goNDUV4eLihrtu3bxvqSkpKQlBQkKGuoKAgJCUlSdeICD4+PsjPzzfUFRYWZlVXVlaWdC0lJQX37t0z1HX//n0kJiYafrY1XWFhYVZ1+fn5GepKTU3F3bt3X5uu58+fW9WVmZkpXUtLS0NgYKChrgcPHiAhIcGqrry8POlaeHg4QkNDDc/19/c31JWeno6AgABDXQ8fPkR8fPxL6YqMjMSzZ8+s6srIyJCuZWRkwN/f31BXcHDwK+kKCQkxPDcgIMBQV2ZmJvz8/KzqiouLeyldUVFRePr0qVVdRp4gKysLt2/fNtT16NGjl/YEL+JVrHmCgrzKy3qCV/Equbm5BXqVgjyBka64uLiX9iov4glel1expis/P/+1eZWCPMF/y6skJiZa1VVY+irkeL4BtXz5cnzyySfw9/dHTk6OwLGytbVF8+bNsWXLFjx//lzH3Lxw4QI6duyIK1euIDk5WeBYFSlSBJ999pnKCbXR8LXi4uLg6OgIDw8PxMTE6Lhff/zxB/72t7/Bz89P5d0xXUWKFEGrVq2wadMmhIaG6vhaly9fRvv27Q11DR8+HNOmTZPqSkxMhIODA06ePImYmBiULVtW4GutWbMGH374oaqL50UVKVIErVu3xoYNGxAaGqrja127dg3t2rXD5cuXkZycLHCs7OzsMHr0aEyZMkX9IeF1JScnw8HBAe7u7oiOjtZxrNavX4+hQ4eqRpzna9nb26Ndu3ZYt24dnj17ptN148YNtG3bFpcvX0ZSUpJO1zfffIOJEyequni+VmpqKhwcHHD8+HFERUXpdG3atAnvv/8+fH19kZWVJVwve3t7dOjQAatXr8azZ89UjhXT5evri1atWsHLywtJSUkCx8rW1hbff/89xo8frz6M8Ryr9PR0ODo64tixY4iKitLxtbZt2waTyQRfX19kZmYKfK2iRYvCxcUFq1atQkhIiI6v5e/vj5YtW+LixYtITEzU6Ro/fjzGjh2rPozx1yszMxMODg44evQoIiMjdbp27twJV1dX3Lp1C5mZmQILtGjRoujSpQtWrlyJp0+f6nTdvXsXzZo1U3XxzE1bW1tMmjQJY8aMQVBQkI6dmp2dDUdHRxw+fBiRkZE6FuiePXswYMAA3Lx5ExkZGbrr1b17dyxfvhxPnz7VsUCDgoLQtGlTXLhwAQkJCYIuGxsbTJs2Dd988w3u3bunctIY2zI3NxdOTk44ePAgIiIidCzQAwcOoF+/fvDx8UFGRgaqVaumMjeLFi2KXr164bfffsOTJ090LNCHDx+icePGOH/+PBISEgTmpo2NDWbOnImvvvoKd+/eRX5+vsDczMvLQ/369bF//35ERETomJuHDx9Gnz594OPjg/T0dIEFam9vj379+mHp0qV4/PixjgX65MkTNGzYEOfOnUN8fLxO15w5czB69GjcvXtX5bcxXfn5+WjQoAH27duH8PBwnS43Nzf07NkTN27cQFpaGqpXr64yN4sWLYqBAwdi8eLFqi6ebRkSEoIGDRrg7NmziI+PF1igNjY2mD9/PoYPH447d+4gLy9PYFtaLBY0bNgQe/bsQXh4uI65eeLECfTo0QPXr19HWlqawAK1t7fHkCFDsHDhQjx69EjHAn3+/Dnq168Ps9mMuLg4gW1pY2ODRYsW4YsvvkBgYCByc3MFFigRoXHjxti1axfCwsJQsmRJVKtWTf0NOnXqFLp27Yrr168jNTVVYFva29tj6NChmD9/vqqLv14RERFwcnKCp6cnYmNjdbp++eUXfPbZZwgICFAZuEyXjY0NmjRpgh07diAsLEzH3PT09ESXLl1w7do1pKSkCCzQIkWK4G9/+xvmzp2L4OBgHXMzKioKTk5OOHPmDGJjY3X33t9++w2ffvopAgICpJ6gWbNm2LZtm9QTnD9/Hi4uLrhy5Yqqi9177e3t8emnn2LWrFlSXbGxsXB0dMTp06elnmDFihWGXsXOzg4tWrQw9CpeXl7o2LEjvL29kZKSgqpVqwqe4PPPP8eMGTOkniA+Pl71KtHR0Trm5p9//olhw4a9kFfR3nu9vb3h7OwMb29vnVexs7PDiBEjVK8CiJ4gKSkJjo6OqifQ6lqzZg0++OADQ6/Spk0bbNiwQeoJrl+/btWrfPnll5g8ebJVr3LixAmpV9mwYYPgVbSewNnZGWvXrkVISIiOuXnz5k20bt0aly5d0nkVW1tbfPvtt5gwYQIePHig8wRpaWlwcHCAm5ub1Kts3rwZQ4YMMfQqHTt2xJ9//qnqqlGjhvqbffv2bateZezYsapX0d57MzIy4ODgYOhVtm/fbuhV7O3t0alTJ6xatUrqCd7mKuR4vsH1559/qoPJgBigYDabhYAD4K9gh/3799ORI0d0MdEsQMFsNtOECROENT5A4dSpU0JYDiDytfjgGKaLzXqZzWYh4AAQAxSOHTumS9djAQpms1llr/G62EzV6dOnhbAcQORrrV69WljjAxQ8PT2FMCamiwUouLm56VLsWICC2WwWgj0AMUDhzJkz1LZtW2Gd52vxwTFMFwtQ8PT0VHmZ7OADFI4fP65Li2MBCmazWQj2YLrYTNWZM2eoffv2wjof9rRx40YhjZAPUDCbzULwAiAGKJw4cUKXssgCFDw9PVUmHDv4AIUzZ84IIT6AGPa0efNmIY3QhgtQMJvNQkgU08UCFNzd3XUJn4yv5enpKQSOMF1spurMmTNCiA8gBihs3bpVSE624UKVzGazEBIFiAEK7u7uusRBFqDg6empsurYwQcoeHp6UteuXYV1PkBh+/btQkqiDRegYDabhUAIQAxQcHd31yX3sQAFT09PlVXH62Lz32azmbp37y6s82FPu3bt0qUkOjs70/z588lsNgvhVUwXm/Vyd3fXpRU2aNCAJk6cSJ6enrRgwQJhjWeBms1mIVwI+Cvs6ejRo7R7925dSiJjgZrNZho1apSwxsKetm7dSidPnqR69eoJ6yxUydPTUwhtY7rYrJfZbBbChQCRublv3z5dSiILezp79qwQVAGIYU8eHh5CKA3TNX78ePL09FR5v+zgw548PT1V/iM7+FClffv26RKdGQvUbDbTt99+q9M1dOhQ2rx5M3l4eAihNMBfoUpnzpwRAlqYLjbrZTabVf4jO1io0qFDh+jgwYO65GQW9mQ2m4VQLeCvsKdNmzaRh4eHEKAH/MUC9fT0FMLkmC4262U2m4XQI6aLzX8fOnRIl5zMwp48PT1p7NixwhofquTh4aGyhNnBhz0tW7ZMWGNhT8wTDBkyRFjnw54OHz6sSyhmYU9ms1kI++J1bdiwgU6fPq2yhNlRhwt7WrlypU5Xt27dVE/AuJTs4FmgR48e1SUB816FD/sCxFCl06dPC2E5TBfzKnxwDCB6ghfxKtrEXd6rTJ48WaeL9yp8WA4ghj3xIXe8riVLlpDZbC7Qq2iTbZs1a0bTp08nT09Pmjp1qrDGB0CeOXNGCPYD/gp7OnnyJK1fv96qJ2C8THa8qFfx9PR8aa/i7u5OmzZtEnTZcAGQZrNZZXuzQ+tVtMneTZo0oalTpxboVTw9PcnFxUVY5z3Bli1bdF6FBUCazWYhJIrp0rJA38ZC4Yznm1t2dnaGLQAFlY2NjWEbSGH9/6cK/x4Lq7D+vfWmfqcKdf1rVajrX6tCXYVVWG9O2dnZoVOnTpg0aRJMJtN/W85/tIxmPAtbbd+AunTpknRmo0GDBujWrRvS0tJ0vev29vbo1asXatSogdjYWN0cwbvvvouBAwciJydHOhPUrl07tGzZEomJibo5ldKlS2Pw4MGws7OTzlU4OTmhe/fuhrp69uyJ9957D3FxcTpdVatWxaBBgwx1tW3bFq1atUJSUpJOV6lSpWAymWBvby+dX3B0dET37t2Rnp6um7MrUqQIevTogdq1a0uvV5UqVazqatOmDdq0aYOkpCTd/EypUqXg6uqKYsWKSecXHBwc0LNnT0Nd3bt3R506dRAXF6ebb6hSpQpcXV2Rm5srnVVq3bo12rRpg+TkZJ2ukiVLwtXVFcWLF5der3r16qFXr15SXXZ2dujevTvq1asn1VWpUiWrulq1aoV27dpJdZUoUQKDBg1CyZIlER0drTMjdevWRe/evZGRkaGbS7Szs0O3bt3g4OCA+Ph43dxFQbpatmwJZ2dnJCcn6+Z6SpQogYEDB6JUqVJSXXXq1LGqq2vXrnBycpLqqlixIkwmE/Ly8qS6WrRogfbt2yMlJUWnq3jx4hgwYADKli0r1VW7dm306dMHmZmZOl22trbo0qUL6tevL9VVoUIFq7qaN2+ODh06WNVVrlw5xMTE6F6e1apVC3379jXU1blzZzRo0AAJCQm6Wczy5ctj8ODBhrqaNWsGFxcXpKSk6OaN3nnnHfTr1w/ly5eX6nrvvffQr18/ZGVl6eY4bW1t4eLigkaNGlnVlZ+fL53Ra9q0qaGuYsWKoV+/fqhUqRJiYmJ0M6I1a9YsUFfjxo2lusqVK2dVV5MmTdCpUyekpqZKdfXt2xeVKlVCbGysTleNGjUwYMAAqS4bGxt07NgRTZs2RUJCgm5GtGzZshg8eDCISKqrcePG6NKlC1JTU3X3kqJFi6JPnz6oWrWq9HpVr17dqq4OHTqgWbNmL6WrUaNG6NKli/QeV7RoUfTu3RtVq1ZFbGysbhazWrVqGDBggPReYmNjg/bt26N58+ZITEzU6SpTpgyGDBkCi8Ui1VWQJ+jduzeqV69uqGvgwIHIzs6W3uOcnZ3RokUL6b23dOnSGDJkCGxsbKQzoPXr139pr1KQJ2jXrh1atWr10l6lR48e0nvcf8KrFC1a1NCrGOl6nV6FeYJ33nlHqutVvErlypUL9Cpt27Y11DVo0KACvYrRvbd79+6oW7cu4uPjX8qrODs7S3UV5AlexKt89913mDRpElxcXHR/9v96FbbavsG1Z88eoZ1Gi3no0aOH2k7D2nwYTuH+/ftqCwDPTmORzqx1lG/zYZiHjIwMtV2RtfkwdhoRqew1vvWXxzywdjItO41IiaJn7Yo8O43pYu0YrPV3w4YNKk4hMzNTbVfUstOISGWvadlprPr37y+0+fA4hcePH6vtilp2GhGpLZpadhqRgqdh7YpadhqREpEPTZsPj3lgbVuszYex04iIQkJCVF2s9ZfHPMybN09tW+HZaURK5HudOnWEdhoe8+Du7q7q4jmvTBdr5day04iUKHrWrqhlpxGR2gqp5bwSKXga1q6oZacREZ0+fVrX5sPjFFh7lJadRqRE0bN2RS3nlYjUlkPGdGPsNCIl8t3JyUnVpcU8mM1mXZsPj1NgLdNadhqRgqdh7YpaziuRghRgurSYh7y8PGrYsKGuzYfpYuw1Gw3nleliLdNazisRUXR0tNquqGWnEZHKidWy04gUDAxj6Gk5r0REly5dUnV16NBBh1P4/PPPCdCz04iIYmNj1XZFLeeViNTWPi07jelibYFazisR0ZUrV1Rd7du316Gfhg8fToCe80qk4GlYu6KW80pEars/3/rL0E8Wi0VtC9RyXokUbA4gtv7ymIfRo0erurSYh8TERLVdUct5JVIwQ0yXFvNgsVjUUQEt55VIwebwurSYB8av5Vt/GU4hKSlJbVd0dHTUoZ8YJ1bLeWW6OnToQICe80qkYHOYLtb6y2MeWKutlvNKpOBp2GiFlvNKRLRt2zZVF895ZbpYSz5rSeZxCoGBgaounvPKfrNZS6uW80pElJaWprYrstZfHvPAOLFazisrxtXlPQHTde/ePbVdkee8Ml2spVXLeSVS8DSsXVHLeSUi2rt3r86r8J6gZ8+egi4e/fTgwQOrXoW1jvKtvwz9lJGRQdWqVSNAz3klUnA+Wq/Ce4K+ffsKnuBf8SozZsyw6gmseZUjR46o9zjmVXhPwLi6Ws4rkYLNseZVZs+eLehat26dqis7O9uqV2HseL71l/cEJpNJ9QQ855VI8SpstIL3Kuwex8Y2eE/AvEpOTo5Vr8LY8bxX4dFPrJVb5lWeP3+u8yq8J1i4cKHgCRjnlUjxBA4ODoZehbHjmVfRop8+/PBDQ6/yNhcKOZ5vbs2fP9/wH+qTJ08M2WlERFu3bpWy04iUB7hJkyZJ2WlECpfSiJ1GpHDKjHrUQ0JCDNlpRMoNnTf7fGVlZdGkSZOk7DQihUtpxE4jIvr555+l7DQi5UHJiJ1GpHADeVPNV3Z2Nk2ePFnKTiNSDDYDJct0LVmyRMpOIyIKDw/XmX2+du3aZaiLQeVl7DQihUFlxE4jUh52ZOw0IuVBafLkyVJ2GpHyUsSInZabm0tTp06VstOIFF6mEU+ViOi3336TstOIlAelyZMnSzmvRArPcMWKFVLOa15eHk2bNk3KTiNSjP9PP/0kZacRKQxaGTuNSHlQmjRpkpSnSkR04MABQ3ZaXl4eTZ8+XcpOIyK6efOmITuNiGj58uVSdhqRwhe1puvw4cOG7LT8/HyaMWOGlJ1GROTr62vITiMi+uOPP6TsNCKihIQEmjhxopSdRkR09OhRQ3aaxWKhmTNnSnmqRET+/v5W2WmrVq2Scl6JlAclNkcq0+Xm5mbIebVYLDRr1izhBSBfAQEBhpxXIuWhVcZ5JSJKTk6miRMnCqaarxMnThhyXi0WC82ePVsw1XzdvXtXZ6r5Wrt2rZTzSqRwPCdOnCjlvBIphtGI82qxWGjOnDlSniqR8vLUiPNKpDxMyzivRMoD3MSJE6WcVyLl5ZYR59VisdC8efMEU83Xw4cPDTmvREQbN26Ucl6JlAe4iRMnSjmvRAqr2ojzSqSYdxnnlUh5eWrEeSUi2rx5s2Cq+crIyKBJkyZJOa9ERGfPntW9AORrwYIFhl7l6dOnBXqVgjyBkVc5f/78S3uVZ8+eWfUq27dvN+S8Mk9gzatY8wSLFy829CphYWFWPcHOnTsL9AQFeRUjT/DLL7+8tFfZvXu3IeeVeQIjr3LlyhVD9jtRwV5F+wKQr7179xqy3wvyKteuXXslrzJp0iQpT/VtL6MHz8IZz8IqrMIqrMIqrMIqrMIqrMIqrML6t1ThjOcbXJMmTcKtW7d00eWAEp//3XffqVHcLCKc1erVq3Hw4EFddDmg4BlGjBiByMhIIbqclaenJ3755RdddDmrKVOmwMfHRxcRDihsv6+//loXec1q7dq12L9/vy4iHFCYXSNGjEBERIQQxc3q3Llz+PnnnwFAqmvatGm4fv26VFd4eDi++uorZGZmCjgTVhs2bMDevXulunJzczFy5EiEhYWhSpUqOl0XL17EwoULDXXNnDkTV69eRZkyZYSIcEBhwn355ZcqBkOra/Pmzdi1a5cuuhxQsBEjRoxAaGioEBHO6vLly/jpp5900eWsZs2aBW9vb110OaCw10aPHo309HQhIpzV1q1bsWPHDl10OaBgI0aNGoWQkBCprqtXr2Lu3LmGuubMmQMvLy9ddDmgxPqPHDkSaWlpUl07duzAtm3bpNHl+fn5GD16NJ4+fSpgQ1hdv34ds2fP1kWqs/rpp59w4cIFHc4EUGL9R44cidTUVKmuXbt2YcuWLVJdFosFX375JR4/fizVdfPmTcycORMWi0XAhrBasGABzp49q8OZAArjbMSIEUhJSRGwIaz27t2LDRs26HAmTNdXX32F4OBgARvC6vbt25g+fboOs8Jq0aJF8PT01GFDAAU3MHz4cCQnJ0t17d+/H+vXr9fhTAClG+ebb77BgwcPpLoCAgIwZcoUHWaF1eLFi3H69GmpruTkZIwYMQKJiYkCNoTVoUOHsGbNGh3OhOn67rvvEBQUJOBMWN25cweTJk3SYVZYLV26FB4eHjqcCaCgkYYPH46EhAQBs8LqyJEj+PPPP3U4E6br+++/x927d1GxYkVUrFhR+OygoCBMmDBBhzNh9dtvv8Hd3V2qKz09HcOHD0d8fLyADWHl5uaGlStXGur64YcfEBgYKOBMWD18+BBjx47V4UxYLV++HG5ubjqcCaBgEL744gvExcUJmBVW7u7uWL58uQ4bwnSNHz8e/v7+Ul2PHj3C999/r8OGsFq5ciWOHj0q1ZWZmYnhw4cjOjpaqsvDwwPLli2T6gKAiRMn4vbt21JP8PTpU9UTyHStWrUKhw8flnqCrKwsVRePDWF15swZLF261NATTJ48Gbdu3ZLee589e4Zvv/1WRYlpda1Zs0b1KtrrlZ2djeHDhyMyMlKq6+zZs1iyZImhrqlTp+LGjRtSXc+fP7fqVdatW2fVqwwfPhzh4eFSr3L+/HmrXmX69Om4du2a9N5bkFfZuHEj9uzZI/UEubm5GDFiBMLCwqS6vLy8sGDBAkNdM2fOxJUrV6S6XtWrjBw50tCreHt7W/Uqs2fPxqVLl6SeICYmBqNGjTL0Ktu2bcP27dsNPYE1r3Lt2jXMmTPH0BPMnTsXFy9eNPQqo0aNUtFYWl1vcxXOeL7BderUKXVWhI8IZ61DbNZNNtPIz7rJZhp//vln9bO1cwK5ublqNL9sfoHNugEizoTpGjZsmOFMY0REhDrrxs80Ml1s1g2Smca8vDw1mp/NNPItTWzWDRBxJqx1iM26yWYao6OjqXjx4sL8At/SxMfYa2ca+Vk32Uyjl5eXei6PM2G6WOS2bKaRn3Vj8wt8SxMfY6+daczPz6dmzZoZzjSyWTdoZhqZLjbrJptpjIuLU2fd+IhwpotHAWlnGvlZN36mkem6fv26eq5sppHhLmQzjfysm2ymkUfbsJnGS5cuUW5uLlksFjUCv2jRotS/f39atWqV2mrFz7rxM41M19dffy3MNPItTUlJSSpGSDbTyGbdIJlptFgsatQ8P9PIWq1u376tniubaWSzbjxmhbU08bNuPM6E6dq6dav62dqZRn7WjZ9pZK1W/KybbKbxhx9+UNednZ2FlqbU1FR11k0208hm3aCZaWS6GH6Gn2lkrVZ3795VZ93effdd3Uwjj2/QzjSmp6erGCF+ppG1X7O5fOAvzArf5sxm3ezt7dWZRtZ+zc/l85gV1ubMI520M438rJtspvHAgQPquY6OjrqZRjaXz880svZrftaNn2lkutisGzQzjRaLRZjLl800slk3QJm11M40slk3fqaRtV/zc/kMs8K3X/PoJO1MIz/rVrJkSd1MI5vLB5RZS+1MI5vLl+Uv8LNusplGNpcPyUwjP5cvy19gs26AMmupnWlkc/my/AV+Ll8208hm3QD9TCM/68aj11j7NZvLN/IqbNaN9yrME4SHh6teRTbTyKOAZF6lfv36hjONZ8+etepV2Fw+71WYJ+Dn8nmcCdPFI3e0M438XL5sprEgr8LwILKZRn4uXzbTyObyea/CewKG62G6+PZrNpdv5FXYXL5spjE2NpZKlSqlegLtTCOP4WNehXkCfi6fx5kwT3D16lWpV2H3Xobm4tFrzKvwc/kyr8KjbZhXYSNZFouFWrVqpepi6DXmCfi5fOZVeE/A5vKZV7HWfv02FQpnPN/c6ty5s8AuYkepUqWoY8eOOjYRb3iaNm2qY5yxG3jHjh11TEF2VKlShdq1a6fjV/GGp3bt2oa6XFxcDHU5ODhQs2bNXlqXs7Ozoa7WrVtTnTp1BKYSO0qWLGlVV7169ah58+ZWddWsWVN6buXKlcnZ2VnHAOUNT926dQX+44vqqlu3LjVv3lzHhGM3cGu6KlWqZFVXy5YtycHBQaqrRIkS5OLiouNh8rpatGih3mS0ujp06GCoq2LFitS+fXsdh4wdLVq0IEdHR6mu4sWLU8eOHQ111alTh1q2bPlSuipUqGBVV/PmzcnR0VHgZfK6XFxcVOOvPWrXrk2tWrWS6rK1tS1QV4cOHXR8NHY0a9aM6tevr+NlAoqxsKarVq1a1KpVKx3bj9elZXyyo3z58lZ1NW3alBo0aKDjZb6Irvfee49at26t4xADyg3c2dnZUFe5cuWs6mrSpImhrmLFilnVVbNmTWrTpo2hrvbt2xeoq3LlytL1xo0bU8OGDXUcT15X9erVpefWqFGD2rRpo2Mhvsj1Klu2LHXs2NFQV8OGDalRo0Y6jiegvASxpqt69erUtm1bQ13t2rUz1FWmTBnq2LGjjhXM62rcuLGhro4dOxrqqlatmqEuAAXqcnFxMbxe9evXpyZNmkh12dvbW73Hvfvuu9SuXTsd5/pFdJUuXZpcXFwMr5eTkxM1adJEfbn6r+iqWrWqVU/Qtm1bqlWrllWvYqTL0dHxtXoVI0/wOr1KQZ6gdevWVLdu3TfSq9SrV++VPMHLepX27dtb9Sovq+tVPMGLehVrnsBIFwucMppB/18vFM54vrn1KhzPwiqswiqswiqswiqswiqswnrzqnbt2vj0008xffp03fjE/3IZzXgWkf2fC+s/WytWrMDYsWPBvwSoU6cOTCYTWrVqhRMnTuDw4cPqmp2dHTp37gyTyYSSJUti9uzZAlurYsWKGDhwIHr06AE/Pz+sXLlS+PNatGgBk8mEOnXqYP369bhx44a6Vrx4cfTu3RsmkwlxcXGYOXOmoKt27dowmUxo3bo1PDw8cODAAXWNsflcXV1RpkwZzJkzR2AyVahQQdUVGBiI5RaHrl0AACAASURBVMuXC7qaN28Ok8mEevXqYcOGDbh27ZpOl6urKxITEzFjxgzhYb1WrVowmUxo06YNTp06hf379wu6OnXqBFdXV5QtWxbz5s1DZGSkul6+fHkMHDgQvXr1wp07d7Bs2TJBV7NmzVRdmzZtwtWrV9W1d955B7169YLJZEJKSoo6C8fqvffeg8lkQrt27XD69Gns3btX0NWxY0eYTCaUK1cOCxYsQFhYmKBrwIAB6NWrF4KCgvDrr78Kupo2bQqTyQQHBwds2bIF3t7e6lqxYsVUXenp6Zg2bZrAdatZsyZMJhOcnZ1hNpuxa9cunS5XV1dUqFABCxcuRGhoqLperlw5DBgwAH369EFQUBCWLl0q6GrSpAlcXV1Rv359bNu2DV5eXoKunj17wmQyITMzE9OmTRM4ZTVq1FB1nTt3Djt37lTXGJvPZDKhYsWK+PnnnxESEqKuly1bVtUVHByMxYsXC7oaN24Mk8mE+vXrY8eOHbhw4YK6VrRoUVVXTk4Opk6dKvDAqlevDpPJhPbt2+PChQvYvn27oKt9+/YwmUyoXLkyFi9ejCdPngi6+vfvj759++LRo0fqTBCrRo0awdXVFQ0bNsSuXbtw7tw5QVePHj1gMpmQn5+PqVOnCgzHatWqwdXVFR07doSXlxe2bt0q6HJ2dobJZEKVKlWwdOlSBAcHq+tlypRB//790a9fPzx58kSdX2bVoEEDmEwmNGrUCHv27IHZbFbX7O3tVV1EhKlTpwpMQl7X5cuXsXnzZuGzma53330Xv/76Kx48eKCulS5dWtUVEhKiziqxql+/PkwmE5o0aYJ9+/bh9OnTgq7u3bvDZDLBxsYGU6dOFRh7VatWhaurKzp16gRvb29s2rRJ+Ox27drBZDKhWrVqWLZsGYKCggRd/fr1w4ABAxASEoL58+cL5zo5OcFkMqFp06Y4cOAAPDw8BF3dunWDyWSCnZ0dpk2bJnBRGTOwc+fOuHbtGtavF8di2rZtC5PJhOrVq2P58uW4e/euulaqVClV1/PnzzFv3jzhXEdHR5hMJjRr1gwHDx7EyZMn1bUiRYqgW7ducHV1RdGiRTF9+nSBw8iYgV26dMGNGzewdu1a4bPbtGkDk8mEmjVrYsWKFQgMDFTXSpYsib59+2LQoEEICwuDNk/CwcEBJpMJzZs3x5EjR3D8+HFBV9euXWEymVCsWDHMmDFD4ORVrlwZgwYNQteuXeHj44M1a9YIn926dWuYTCa89957WLVqFfz8/ARdffr0waBBgxAZGYnZs2cL59arVw8mkwktWrTA0aNH4ebmpq4xXi/jI8+cOVNgiFaqVAmDBg1Ct27d4Ovri1WrVgmf3apVK5hMJtSqVQurV6+Gr6+vulaiRAn06dMHJpMJkZGRmDVrlnBu3bp1VU/g5uaGI0eOCLq6dOkCV1dXlCxZEj/++KPALKxYsSIGDRqE7t274/bt2/jjjz+Ez27ZsiVMJhNq166NtWvXgt8gKF68uKorJiYGP/74o6FXcXd3x6FDhwRdnTp1gslkQunSpTF79myBt8l7FX9/f6xYsULQ1aJFC7i6uqJu3bpWvUp8fLw6H8+qIK/CdJUpUwZz584VGNzMq/Ts2ROBgYH4/fffBV3NmzeHq6uroSdgul7Gq7i4uKieYN68eYiIiFDXC/IqvCfYvHkzrly5IuhiniA1NRXTpk2TepW2bdvC09MTe/bsEXQxr1K+fHnMnz9f6lV69+6Ne/fuSb2Kq6srnJycsGXLFly+fFldexGv4urqCmdnZ5w9e1bwKowjbDKZrHqV3r1748GDB/jll18EXbwn2L59Oy5evCjoYp4gKysLU6dO1XkVV1dXtG/f3qpXYfcqfi70rS/ZNujrOgpbbeW1aNEiQ2Ygm7mQMQOJlFh2QM4MJCL66KOPpMxAIlLnMGXzdURK5LYRMzAvL4/q168vna8jUlAtgH6+jtXHH38szNfxkeFRUVFUvHhxKTOQSIm2ls3XMV2NGjWSztcRKfHngJwZSET0j3/8Q8oMJCKKiYmhEiVKSOfriIhWrFhhyAzMz8+npk2bSpmBRESXL18mQM4MJCL64osvpMxAIgWlUapUKel8HZGClQD083VEfzEHZfN1RErMOCBnBhIRjRw5UsoMJFJQGmXKlJEyA4kUfAOgtHBpmYEWi4Vat24tna8jIvLx8SFAPl9HRPTVV19JmYFECguxXLlyUmYgEdGGDRtUXVq8icViIWdnZ+l8HZGCHgHkzEAiom+//VbKDCRSUBoVKlSQMgOJiLZs2aK2cGmZgRaLhTp27CidryNSEB+AnBlIRDR27FhDZmBqaipVrFhROl9HpCCKADkz0GKxUJcuXaTMQCKiO3fukI2NjZQZSEQ0YcIEQ2ZgWloaValShSpVqkSff/65MF9HpMT+A3JmIBFR9+7dhfk6HiMSFBREtra2UmYgEdHkyZMNmYGMjyzjGxP9xUeWMQOJiHr37i3M1/EYkYcPH5Ktra2UGUik8JGNmIGZmZlUvXp16XwdEdGhQ4cIkDMDiRQ+smy+jkiZw7Szs5MyA4mIfvzxR+l8HdFffGQZM5CI6NixYwT8NV+nxYgMGjRIyjcm+ouPLGMGEhHNnTtXna9bvHixwAzMzs6m2rVrS+friBS0DSDnGxMRDRkyRMoMJFLmMO3t7aXMQCIFsWbEN2Z8ZCNmIMuM0M7XsRo6dKh0vo7or8yIGjVq6ObriJTMCNl8HRGpmRFGXoVlRmjn61gNGzZM9QT/qldZunSp4Am0XqVBgwaCV+E9AZvDlPGNiZTMCBnfmIjUzAjmVbSeYNmyZcLMvdarNG7c2NCrsMyIhg0b0qRJk3TIs88++8yqVylZsqTqVY4dOyboYpkRzs7OUq/SrFkzQ6/i7e2tepWJEyfqvMrw4cOtepXSpUurXkXrCVhmhIxvLPMqvCdgmRHME2i9yqhRowy9CsuMkM3cE/2VGWHkVdq0aSPlG7/thcIZzze3jh8/LmUGEilQXGt8oIsXL0qZgUTKDf3YsWNSNh+RwsEzYgYSKTdWoy9QeHi4zlRrdcmYgUTKDf3o0aOGugICAgyZgURE7u7uUjYfkXKDsqbr0qVLUmYgkXJDP3r0qJQZSKSEqBgxA4mUQAgjXVFRUYbMQCLlwVPGDCRSbuhHjhyRsvmIlBAVI2YgEZGHh4eUGUik3DiNmIFEyk1GxgwkUm6cR48eNdR17949Q2YgkWKQZMxAIuXGacQMJFICk2TMQKbryJEjUmYgkfJQYcQMZLpkzEAi5cZpbV7j6tWrUmYgkXJDt6brwYMHhsxAIiXYQ8YMJCKKj483ZAYSKS8QjJiB+fn5dPToUSkzkEh52DFiBhIpcG0ZM5BIuaEbMQOJFLPAm32+LBYLHT161BDEHRwcbMgMJFJeysmYgUTKQ74RM5BICZMw4ggzXTI2H5HyEGbEDCRSDLiMGUhElJKSYsgMJFJeuFjTdezYMUNdT548MeQbEykBLTJmIJHykG/EDCRSGLRGzECLxUJubm5SZiCRwn804ggTKS8xZcxAIoWXaU2Xr6+vITPQYrHQ8ePHpWw+IoX/aMQMJFIeWIx0ZWRkkJubm5QZSKQEhRkxA4nIqq7Q0FCrnuDChQuGniAzM9OQZUhE5OfnZ8g3JlI8gTWvYsQRJrLuCbKysqx6gtfpVby8vAr0KtY8wat4FSO+MdGreZU7d+4U6FWMPMGrehVrnuBFvIo1T/AqXsWahwoKCirQqxh5gtjYWKte5W2ul37wBPAegPMAggDcBfDD//vf5wIIB+D3/46BBX1W4YOnvEJDQw3/0VosFsMfRSLly2hkZIkUs2H0ZUpPTzf8Mr2IruDgYMMf3FfRlZGRYWiwiZQbnJGRJSJ69OiRoa7Y2FhDg810GRmzzMxMQ4P9qrri4uIMDXZBurKysgwNNpHyFvtldcXHx7+0ruzs7AJ1GRnsF9FlZLCJFDNrZBhzcnIMjT+RYlReVldCQoKhwS5IV25urqHxZ7qMDHZBuhITEw2N7IvoMjLYRIqBMjKyBelKSkqyqiskJMRQV15enhQW/u/SZWSwmS4jI5ufn29VV2RkpKHBJlIeXI10JScnW32bXpAuoweSF9H16NEjw9/slJQUQ4NNpDzEGRnGgu5xUVFRhgabSLleRrpSU1MNDfar6oqOjjY0sgXpSktLs6orNDT0v6IrPT3d0PgzXa/LExSk63V5ldjY2AJ1Gd3jXqdXiYuLeyu9yuvyBAV5FWue4FV0vc1l9OBZIMdz3rx5JQFcIaIf582btwPAxnnz5p0F0ASAFxF9Pnfu3LVz584NtvpBKOR4GtWdO3fQvHlz+Pr6IjMzU2AU2djYYMKECZgyZQqePn2qYxRlZWXB0dERnp6eSExM1DGKdu/ejcGDByMoKEjHKLKzs0O3bt2wceNGREZG6hhF9+/fR9OmTXHr1i1kZmYKjCIbGxtMmTIFEydOlOrKzs6Gk5MTTp8+jcTERB23cN++fXB1dUVQUJDKB2S6ihQpgp49e2LdunWIjIzUcQsfPnyIJk2a4ObNm0hPT9fxAadPn45x48bh6dOnOm5hTk4O6tevDw8PDyQkJOj4gIcOHcLAgQNx9+5dHbfQzs4O/fr1w+rVqxEREaHT9fjxYzRq1Ag3btyQ6po1axa+//57PHnyRKcrLy8PDRo0wMmTJ5GQkKBy+FgdO3YM/fr1U3Xx3EI7OzsMGDAAq1atQkREhI5bGBISgoYNG+LGjRsqa4rXNXfuXIwZMwaPHz/W8RTz8/PRsGFDnDhxAnFxcTpu4YkTJ9C7d2/cuXNHxy20tbWFyWTCihUrEB4ertP1/Plz1K9fH9euXVN18YP3CxYswDfffKPq4nmKFosFjRs3hpubG+Lj41GhQgWBW+jh4YGePXuqung+oJ2dHd5//338/vvvCA8PVzl87Nzw8HDUr18fV69eRVpamo7zuHjxYowePRqPHz+WcgsbN26Mo0ePIjY2VscHPHPmDLp3747AwEAdT9HW1hYfffQRfv31Vzx//lzHB4yKioKTkxOuXLmC1NRUHR9w6dKlGDlyJB49egQ7Ozsdf7Jp06Y4dOiQVNe5c+fQpUsXBAQE6HiKtra2+Pjjj7FkyRKEhYXpOHwxMTFwdHSEt7c3UlNTdZzH33//HV988QWCg4NVDh/TZWNjg+bNm+PAgQOIjY3VcQsvXryITp06ISAgQMdTtLW1xWeffYZFixYhNDRUxy2Mj4+Ho6MjLl26hJSUFB0fcOXKlfj8888RHBwMW1tb1KxZU+Xd2draolWrVti3bx9iYmJ0ury9vdGxY0f4+/sjJydHYCzb2Njgiy++wIIFC6S6EhMT4eDgAC8vL6SkpOgYy3/++Sf+/ve/4+HDhwBEDp+trS3atGmDPXv2ICYmRsctvH79OpydneHn56fjFtrY2GDUqFGYO3cuQkNDddzC5ORkODg44OLFi0hOTtbxAdevX4+PP/5YncflddnZ2aFdu3bYtWsXoqOjdbp8fHzQtm1b+Pn5qUxqXtc333yDWbNm4dmzZzpdqampcHBwwPnz55GcnKxjLG/cuBHDhg3D/fv3pbo6dOiA7du3Izo6WsctvH37Nlq3bo3bt2+r915e15gxYzBjxgw8e/ZMxy1MS0uDo6Mjzp07h6SkJN312rp1Kz744APcv38fRKS797q4uGDr1q2IiorS6QoICEDLli0NPcG4ceMwdepUhISE6BjLGRkZcHR0hNlsRlJSEipXrix4gh07duD9999HUFCQVFeXLl3w/7F33lFRXWsbf6ZQxYqANLswClhQsWE3YoH0aGJMNNdoiok3pmjUmNhL1NijMdYYS+wlqFgRBKVasTcUQVQsCCgC835/nG/vnLJnsNzc673Ou9as9S33dybPPTCcZ/Z+n/e3ePFiXL9+XfOMS0tLQ/369bknUOv66quv8M033+Dy5ctWvcrt27c1nmDVqlWIiIgQehWj0Yh27drh119/FXqVM2fOIDAwEMnJyZw/Kdc1dOhQfPnllxa9Su3atREVFSXUtWbNGnTv3h0nT54U6urYsSP3Ki4uLgpd586dQ0BAAJKSklBQUKB59g4fPtyiVykqKoKfnx/3BGqvsmHDBnTt2vWxvIr62Xvx4kXuCURe5fvvv7fqVUwmEyIjI5GTk6PRtWXLFnTu3NmiV+nWrRvmzJkj9ATp6ekwmUxISEhAfn6+5tk7ZswYfPrpp7h48aLmGce8ytatW5GTk6PxKpGRkVa9yiuvvIIZM2bg2rVrGpZxRkaGVa8yfvx4fPTRRxY9wYta/zKOJ4DNAF6CdOL59ZNcazvxFNeJEyc47xBQcgsPHDigYKABSkZRSkoK9e7dW7Fer149GjJkCO3evZsSEhIU4+TljKLExEQF5xNQMopSUlI475DpYhmKAwcOKBhowF88xeXLl1NycjL16dNHsc5ylbt27aLExETFeHR5hiIxMVHB+QSkkf0sV5mcnEwhISEKXSxDERsby7M37CXPUKSkpHAWFHuxXOWuXbsoKSlJMe5bnqFITExUcD4BaWQ/y1WmpKRQixYtFOssQxEbG6tgszFdb731Fi1btoxSUlI4t5K9WK5y165dlJycrEBHsAzFzJkzKSEhgWbOnKm4Vs4tTE5OptDQUMU6y1DExMRQVFSUYkQ+y1AsXbqUkpOTObeSvViGYufOnZSUlKQYoS/PUCQkJPB8KXvJMxQpKSnUtm1bxTrLUOzfv5927dqlGEUvz1WmpKTQwIEDFdfWrl2bBg8eTDt37qTk5GQFLoPlPadPn04JCQn0888/K65lucoNGzZQSkoK5zCyF+MpxsTE0J49exQj3+W5yuTkZBo0aJDiWpb3jIqKopSUFMV4fpb3/Omnn+jQoUO0YMECxbUsV7l+/XpKSUnhHEb2YnnP6Oho2rt3r2Lku5xbmJycTIMHD1Zcy/KeO3bsoJSUFAXCQZ6rPHToEC1cuFCjq0+fPrRu3TpKSUmhLl26KNZZ3jM6Opqio6MVGBh5rjI5OVnB0wTA8547duyg1NRUzjuU65o6dSodPHiQ517ZS573TElJoe7duyvWGzZsSN999x3t27ePYmJiFLgVZ2dnevnll+nXX3+lpKQkGjp0qOJalvfctm0bpaSkcN4h08VylQcPHuS5V/aS8xRTU1Pp5ZdfVqyzXOW+ffvowIEDCtyKnLGcnJys4GkCf43sZ7oY7xBQcgvj4+MVXFRAyVNMTU2l1157TaNr+PDhtG/fPoqLi1NgOuSM5cTERAVPE/iLWxgZGUkpKSmcd8h0MW5hfHw8rV69WnGtnLGckpLC+ZDsxXKVe/fupfj4eAV2Qs5TTEpKolGjRimuZXlPpovxDpkulquMi4vjeVy5LsZYTklJ4XxI9mK5yr1799LBgwcVeAd53jMpKYnGjBmjuFbOLUxJSeG8Q0DJWI6Li+N5XPZSewLGsmYvlqvcs2cPJSQkKFBB8rxnYmIiTZgwQXGtPFeZnJzMeYdMl9yrbNq0SXEty3v+/vvvlJKSwlnW7MVylSKvIp8BkZiYqOB8AkrGckpKCjVp0kShi3mV2NhYjVdRewJLXmX37t2lehU55xNQMpaTk5M5m5npYl4lJiaGIiMjNbpYrjIlJYX69eunWFd7FTkChHmVWbNmUWJiooLzyXTJvUrLli0V62wGRExMDG3fvl3oCZhXGTBggOJatVeRY4jUnsCaV0lJSaHWrVsr1uVeZefOnQpd8lxlcnIyffLJJ4prmVeJioqipKQkBb5GzlhOSEhQMMkBpVdJTk6mdu3aKdbZDIjSvMqLnPfEvwKnotPpqgOIARAI4EsAfQHkAkgG8BUR3bF0LWDDqVgqG07FVrayla1sZStb2cpWtvrfKTbhNjw8HG+99Rbq1Knzn5b0bytLOBX9E7yBC4D1AL4golwA8wDUAtAQQBaAaRauG6DT6ZJ1Ol2yHPlhq7/Kzs7O4qhle3t7q2OYHR0dLa4bDAar1zo5OVldZy1F/2pder3+qa99nnWxVhRRWfsZP6uu0n6O1nQ9y/3S6XTPdL+MRqPF9We5X/9JXdZ+Fs+qy9p/25rm0nSVps3BwcHqtdZ+h57lfpWmq7T7ZU3X83q//pO6rK0/67PEpuvJdT3Nf/c/qevv9CrPqyf4b/VQz7MnsFT/rZ7Ax8cHjRo1QnBwMHx9fS3+/71QJToGVb8A2AGIAvClhfXqAE6U9j62VltxlZSUKNpq2Eh6NqUyPj5e0zo1efJkPqXygw8+0LQosZH0OTk5VLZsWb6uHkkvbzmUtyhlZGTw8dVsXT2SPjExUdiixKZU9u/fX9OitGrVKrp9+zYfX83WWesUm1IpbzlUj6Q3m82Ktho2kp5NqUxJSRG2KLGR9PJ2DPVI+rt37yraagICAhSYmkWLFglblK5cuUJms5maN2+uaFH6+OOP+ZTKI0eOCFuU2JTKzz77TNOixEbS5+bmKtpq5Jia4uJiWrZsmaZFae7cuXT58mUym83UqlUrRYsSa6fOz8+n48ePC1uU2Ej6L774QqFLPpI+Ly9P0QKsxtTIW/tEI+nlrbZqTM3Jkyd5W41OMJJe3qIpb526efMm5efnK9pqWIsSm54pb+2zs7PTjKSXt9qqMTVnzpxRtNWoR9LLWzTZSHqGqSkoKFC0ALMWJTY9c926dQpd6pH0nTt3VrQCyTE1586dU7QAq0fSjxgxQtiidOPGDXr48KGiBVg9kl7e7i8aSd+1a1dhi9L9+/fp4sWLihZg9Uj677//3mKLUmFhoaIFmLVTs+mZW7du5Wvydmo2fCUiIoKvy9up79+/T5cvX1a0ALN2ajalUt4KqcbUPHr0SNECLMfnFBYWKtrq5e3UbEqlvKVV3k6dm5tLV69eVbQAs3ZqNqVy/PjxCl2snfr69escv8XW1ficnTt38jV5OzWbUilvaa1cuTJvp87NzeVIC7beqFEjBaZm8uTJfE3eTp2VlUVFRUWKFmDWTs2mVDL8FtPFMDVsSuXbb7/N1xmmhuFzsrKyFC3ArJ2aTamUt0IyTM2vv/5KmZmZHL/F1lk7NZtSGR0drdDF2qnZRO13331XoYu1U7PhVPIW4AYNGigwNTNmzFDoYu3U165do5KSEkULMGunZhO1GX6LPXtZOzWbqC1vHWXt1MwT3Lx5U9ECzNqp2URteTxC3k6dkZFBJSUl1KBBA76u9gQHDx5U6GLt1MyryFtH5e3UzKvIW4DVmJp58+YpdDGvwjxBcHCwQpccU8PwW0yX2qvIW0fl7dQir8LaqZlXYfgtQOlVmCdo2rQpX5e3UxcUFHD8FnvGqb3Kp59+yteZV2Ge4N69ewqvokbqLV68WKGLeZX09HSO32LrakzN0aNHFbrUSL3PP/+cr8vbqXNycjh+i62rvcpvv/3G19RIPbPZrIgFqZF6DL/FdKmRevI4iRpTk5eXp2gBVnsVht9iusLCwhSeQN5qq/Yqp06dEnoVSxO1X5TCM0y11QH4DcAM1b97yv7vwQBWl/Zeti+e4tq4caOQScmqR48eQs4TkTRNKygoSMikJJJ4YCLOE5E0YaxZs2ZCJiUR0ZYtW6x+gN555x0h54lImpIZFBQkZFISEY0fP57nEdQTIAsLC6l58+ZCJiWRNKJcxKRk1bt3byGTkkiafhcUFCRkUhIRTZ48Wch5IpKmobZs2VLIpCSScBcizhOrPn36CJmURNLUtKCgICGTkoho6tSpQiYlkTR1NDQ0VMikJJLwDSImJat//OMfFvMImZmZFBQUJGRSEhFNnz5dyKQkkqaOtmnThpt99WTK6OhoIZOSVf/+/YVMSiJp0iXTJRpJP3v2bCGTkulq166dkElJJI3XFzEpWX388cdCJiWRNLkxKChIyKQkkjhlIiYlkbQB1aFDByGTkkhCyFhiUhIRDRw4UMikJJImEdavX58zKdUTIH/55Rchk5JImgrZqVMnIZOSSEKiWGJSEkmMUBGTkkiaAtygQQMhk5KIaOHChQqzL//dNZvNFBYWJmRSEkmID7XZl9fgwYMVZl9ed+/epYYNGwqZlEQSU1XEpGS6unbtKmRSEknICmb2RZiar7/+WsikJJKm2jZq1EjIpCSSmKoiJiXTFR4eLmRSEkkYq/r16wuZlEREQ4cOFTIpiaTpscHBwUImJZHEVBUxKZmuV155RcikJJIQDEFBQUImJRHR8OHDhUxKIml6bOPGjYVMSiKiP/74Q8ikZPXaa68JmZRERKdPn6agoCAhk5KIaOTIkUImJZE0DbVJkyZCJiUR0bp166hFixYaJiWrt956S8ikJJIwQ0FBQUImJZHELhUxKYmkaaghISFCJiUR0aZNm4RMSlY9e/a06FUuXLjAPYEInzNu3LjH8ipqJiWRhJ8RMSlZ9erVy6JXuXz5MgUGBgqZlEQSZ13EpCSSvEqLFi2ETEoiCVsiYlKyeu+994RMSiLJqwQGBgqZlEQSZ/1xvIqaSUkkIbCseZW+fftaZFJmZGRQYGCgYgNQXtOmTSvVq8g3AOW1Z88evgEo8ir9+vWj119/XegJsrKyrHqVGTNmWPUqbdu2VWwAymv//v1WvcqAAQPotdde4xuAtpLK0hfPUjOeOp0uFEAsgOMAWBBxOIB3ILXZEoDLAD4ioixr72XLeIqrqKiIT+FTFxGhuLjY4rq1a0tbLy4uhl6vt9gO8t+oq7R1m64n12WtzcTatSUlJdDpdM+lLsByu5FN13+HLrPZLI1mfw51mc1mi21jNl3K+jufJTZdT7ZeXFxste31v9ETPK+6Slu36XpyXc/jM+5FLt3TZjyJ6AAR6YioPhE1/P/XNiJ6j4iC/v/fXy7tS6etLNfNmzcxZcoUPt5cXjqdDlu3bsUff/yBe/fuaa7V6XSYOHEiDh06xD888jp8+DB++eUXXLt2TbNmNBqxYMEC7NixAw8fWHjuhQAAIABJREFUPtSs5+TkYPLkyTh58qRQV2RkJFavXo27d+8KdU2aNAkHDx4U6jp69Cjmz5+PjIwMoa6FCxdi+/btQl137tzB5MmTkZaWptEFSCiNVatW4c4d7awrvV6PSZMmIS4uTqjr+PHjmDdvHq5evSrUtXjxYmzbtg0PHjzQrN+7dw+TJk3CiRMnhLqioqKwcuVKoS6DwYDJkyfjwIEDQl1paWn4+eefceXKFaGuJUuWIDIyUqjr/v37mDhxIo4fPy7UtWvXLqxYsQK3b98W6poyZQpiY2NRXFysWT916hTmzp0r1GUwGLB06VJs3boVBQUFmvX8/HxMnDgRx44dE+ravXs3fv/9d+Tk5Aj/N0+dOhUxMTFCXWfOnMGcOXOQnp4u1LV8+XKLugoKCjBhwgQcPXpUqGvfvn1Yvnw5bt26ZVHX/v37hbrOnTuH2bNn4/Lly0JdK1aswObNm5Gfn69Zf/jwISZMmIAjR44IdUVHR2PZsmUQZemNRiN++uknREdHo6ioSLN+4cIFzJo1C5cuXRLqWrlyJTZt2iTUVVhYiAkTJuDw4cNCXTExMVZ1TZ8+Hfv27RPqunTpEmbOnIkLFy5o1vR6PVavXo2NGzciLy9Ps/7o0SNMmDABqampQl0HDhzAkiVLcOPGDaGuGTNmYO/evUJd6enpmDFjhkVda9euxYYNG4S6iouLMWHCBKSkpAiHysXHx2Px4sXIzs7WrNnZ2WHWrFnYs2cPHj16pFm/evUqpk+fjnPntHQzvV6PdevWYf369bh//75mvaSkBBMmTEBSUpJQ16FDh7Bo0SJcv35dqGvOnDnYvXu3UNe1a9fw008/cUSMvHQ6HTZu3Ih169YhNzdXs242m63qSkhIwMKFCy3qmjt3Lnbt2oXCwkLNelZWFqZOncoRMWpdmzdvxtq1a4W6iAgTJkxAQkKCUFdycjLHf4h0zZs3Dzt37hTqunHjBqZMmcJRLGpdW7duxZo1a4SeAAD3BCJdqampWLBgATIzMzVrRqMR8+fPR1RUlFDXrVu38OOPP1r0KpGRkfjjjz8seoKJEyda9ASleZVff/3Vole5ffu2Va+ybds2i16FeYL4+HihrmPHjpXqVbZt2ybUdffuXUyaNMmiV9mxY8ff6lUseYLc3NzH8iqWPIE1r3Ly5MlSvcqff/4p1JWXl1eqV7HkCR7Xq1jyBL/99ttTe5U9e/ZY1GUrQYmOQf+ul63V1nKxTJk8K8RaBU6fPk16vZ5nheQZJiLimTJ5Voi1MMgzZaJWgbVr1/KskKhVgGXK1FkhIuKZMqPRKGxrZGP/5egF1sIgz5SJ2hpZpkydFWLFMmUsKyRva2SZMjl6Qd7WyDJlcvQCax+UZ8pEbY0sUyZHL8h1sUwZywrJ2xpZpoxlmORZISLimTJ5VojpkmfKWFujvH2QZcrkWSF5u+Wrr77KdanbGlmmTJQVIiKeKZOjF1hbozxTxpAQLCtERDxT5uTkxLNC8rZGliljuWZ5W+O1a9fIwcFBmGsmIp4pq1SpEm9rlOtimbKgoCBN++CePXs0WSF5WyPLlKkzTETEM2WirBAR8UyZPNfM2hrlmTJ1VoiIeKbM0dFR2NbIMmUswxQZGcl1sUyZKCtERDxTps41E5EiU6bONRMRxcbGarJC8rZGliljGSZ5+yDLlIlyzURSWzTTpW5rlGfK1FkhIuKZMjkmSt7WyNBJckwU08UyZaJcMxHxTJkcE8XaB81mM8dKqLNCRMQzZaJcMxHxTJkcE8XaB1mmTJRrJiKeKZOjF+S6WKZMnWsmIp4pk2Oi5G2NLFMmRy8wXfJMmaitkWXK5Jgo1tYoz7+rc81ExDNlolwzEfFMmRy9wNoa5fl3UVsjy5SVLVtWE3WQZ8rUuWYiouPHj5NOpxPmmomIZ8rkuWamS54pY22N8vbBFStWEKDMNcvbLVmmTJ1rJiKeKRPlmomkdm1Am2smkjxBlSpVCNDmmomk9mO5J1i8eLGi3bJjx44WvcrZs2e5V2GeQN7W+O2332q8CvMEDx480HgVuSdg+Xd1rplVWFiYRa9y/vx5MhgMwlwzEfH8uyWv4uPjw72K2hMwhIwlr9KtWzeLXuXSpUvcq6hzzUREP/zwg1WvUrVqVe5V1FEHhpWTexW5J2BIJ3WumYgoPT2dexV1rplIinBZ8yo1atRQeAK5V9m+fbtVr/L6668TIOWa1Z4gIyPDqldhKKDH8SryXDMR0a5du/izV+RV3nrrLe5VmCdgulj+XZRrfpEL/wqcyrOWrdVWXIMHD8aJEyewe/duxb+XL18eTZo0gdFoxOHDhzU78yaTCZ6enjAajdi1a5dizd7eHi1atIBOp0N2djZOnTqlWPfy8kLdunXh5OSEHTt2KHaIdDodQkJCYDQaYTabcfDgQcW15cqVQ9OmTWE0GnHkyBHNzry/vz+8vLxgZ2eHnTt3WtR148YNnDx5UrHu6emJgIAAODo6IioqSnPaEBISAjs7OxAR4uPjhboMBgOOHz+u2Wn28/ODt7c37O3tERUVpVizs7NDy5YtAUgnvSdOnFCsV6lSBQEBAXBycsLOnTs1u/pNmzaFg4MDiAhxcXGKtbJly3JdaWlpmp3mOnXqcCj1jh07NLrY/RLp8vDwQFBQEBwcHLB7927NLnWTJk3g6Ogo1OXi4oKQkBAYDAacOnVKs6Nbu3ZtVK1aVajLaDTy+3X37l0cO3ZMse7u7o769evDwcEBe/fu1exuNm7cmIPaY2NjFWtlypRBs2bNoNfrcebMGc2Obq1atVCtWjU4ODhg+/btGl0tWrQAIO3qHj16VLHu5uaGBg0awN7eHtHR0ZrdzeDgYJQpUwY6nQ4xMTEWdZ09e1azo1uzZk3UqFEDDg4O2LZtm2LNYDDwn+P9+/dx5MgRoS4HBwfs379fc1LWqFEjuLi4CHU5OzujWbNmMBgMOH/+vOY0tUaNGqhZsyYcHR0RGRlpUVdeXh4OHz6sWK9cuTIaNmwIe3t7xMbGak7KGjZsiHLlykGv1yM6OlqoS6/X4+LFi5rT1OrVq6NWrVoW71fz5s2h0+lQUFCA1NRUxbqrqysaNWoEe3t7xMXFaU5+6tevjwoVKgh1OTk5oXnz5tDr9bh06RIuXryoWK9WrRpq164tvF96vZ7frwcPHiAlJUWxXqlSJQQHB8POzg7x8fFCXRUrVoRer8e+ffsUa46Ojvy909PTNaepVatWRZ06dSzqYversLAQ6udsxYoV0bhxYxiNRiQkJGhOWAIDA+Hq6gqj0Yg9e/ZY1HX16lXNaaqvry/8/Pzg6OiIbdu2KU4E5LoePXqEpKQki7qSkpI0JwYBAQFwc3ODwWDQ6HJwcOC6rl27pjlN9fHxgb+/P5ycnBAZGanQpdPpuK7i4mIkJiYqrq1QoQIaN24MOzs7JCcna7ob6tWrB3d3dxiNRs1zW64rMzNTc5rq7e0Nk8kEJycnbNu2TXEqKddVUlKChIQExbXly5fnzxKRJ6hbty48PDxgZ2cn9ATsb7YlT1CvXj04Ojpi+/btitMsnU7H/8aUlJTg0KFDimvlnsCaV7HkCdjnUaRL7gme1qsYDAYcO3ZMcyr+OF4FkE5609LSLOp6Uq9StmxZ/uy15FV8fHxgZ2cn9CrWPEGVKlUQGBgIR0fHJ/YqLi4u/G/2yZMnNafPpXkV9rt7584dHD9+XLEu9yp79uzRnBAzrwJI3ShqXaV5FV9fXzg4OAi9Crtf/wmvEhERgfDwcLRp0+aFa8e11Gpr++L5HJSN42krW9nKVrayla1sZStb/e+Vj48Ppk+fjjfeeMMqfuV/qSx98bQMzbHVv60+/fRTnDx5Env37lX8e9myZdG4cWO+W6fOSNWpU4efeKqvtbOzQ7NmzfjJonrX1cPDA3Xr1oWjoyN2796t6YlnJ61EpNl1dXFxQdOmTaHT6ZCWlqY58axduzbfRVTvUhuNRjRv3hyAdLKo3t10d3dHQEAA3xVT7yKyXWiRrjJlyqBp06Z8t069u1mrVi14e3tb1UVEuH37tkaXm5sbAgMD+a6YehcxODiY7yKqd4Pluk6fPq058axZsyZ8fX1hZ2en2T1nJz+AdLKo3nWtXLkygoKC+Ame+sSzUaNGfBdRvRvs7OzMdZ05c0ajq0aNGvzEU717znQREe7du2dVV0xMjGYXsWHDhnwXUb0b7OTkhJCQEOj1epw7d06zu1m9enV+4qnepTYYDAgJCeEni+pdV1dXV9SvX5+f4KlPPBs0aMBPPNW7wUyXTqfDhQsXNLub1apVQ40aNWBvb6/Rpdfr+ecxLy9Ps+taqVIlfhIbFxenOfGsX78+XFxcoNfrNbvBjo6O/L0vXbqkybBUrVoVNWvWhIODg2b3XK/X8/9NBQUFmhPiihUromHDhrCzs8PBgwc1J55BQUEoV64cdDqdUBd778uXL2t0+fr68hNPa7oePHigOSGW6zp06JAmgxcQEIAKFSrAYDBoTogdHBz4/bpy5YrmJNbHxwe1a9cW6mInLOxkUX1CXKFCBTRq1AhGoxGJiYmaE8969eqhUqVK0Ov1VnVdvXpVcxLr7e3NTzzVu/pyXY8ePdKcEJcvXx7BwcH8ZFGddatbty5cXV1hMBiwf/9+xRo7kQKkrKb6JNbLy4ufeEZFRWlOFtmzori4WHNCzHQZDAakpqZqMmUmk4mfeKpPru3t7fn9yszMxPnz5xXrnp6eMJlM/OdoSVdJSYnmhLhcuXL8fh05ckRz4unv789PPNUn1+zkB5BOFtUnsVWqVIHJZOInUupNZ/ZzNJvNmhPi0jyBn58fPDw8nkqXh4cH6tWrBwcHB+zatUuT32PPCpEuFxcXNGnShJ/gqU88rXkVo9HIf463bt3C6dOnLep6Gq/SpEkT6PX6/5hXAWDVE5w6dUpz4lmrVi1+4qn2BOx+AdK8C3XX2ON4FXt7e6EuZ2dn/ux9Gq/Cfo6leZX9+/drTjyZV9HpdBpPwHTpdDqcPXtWcxLLPIElr8LuV25uruaEWO4JRF6FeQLg6bwKO/Fs27YtHBwcYCvYMp7PS3Xq1EmTDWQ5AJabsJQDGDZsmMV++wcPHpCXl5ciGyjPAaxfv57327McgLyvvUuXLrzfXp0NvHDhAhkMBtLr9TwHIO+3/+677yz22z98+JBnKUU5gM2bNytyAOp+++7du1vMBl6+fJmMRqPFbOCoUaN4Bk+NPCgsLKRq1arxbCDLAbBMWWRkpNVs4CuvvGIxG3jlyhWys7NT5ADk2cBx48ZZzAY+evSIatasSYCWeUpEtGPHDp51E2UDWW6CMU/lyIOMjAyepWzVqpUmGzhx4kSL2cCioiKqXbu2xczi7t27rWYDe/TowTN4auQBy02wzKI6GzhlyhSewVNnA4uLi8nf35+Av/hm8mzgvn37eNZNlA3s1asXz+Cps4HZ2dnk5ORkMRv4008/KbKBjG9GJGUW69WrxzOL6mxgTEyM1Wzge++9x3XJ+WZEUpayTJkyFrOBs2bN4hk8NfKgpKSEgoKCeGZRnQ2Mi4uzmg1kLGHGN5NnA2/dusVZwqJs4Ny5c3kGT408kLOERdnAhIQEq9nADz/8kGcD1cgDOZ9PlA385ZdfuC418sBsNlPjxo0tZgMZS9hSNvDjjz/WZANZBu/u3btUoUIFRTZQjjxgLGHGYpVjkMxmMzVr1sxiNvDw4cME/MU8VSMPGEtYlA3Mzc2lSpUqKbKB8szi0qVLeQaPIQ/kulq2bGkxG8hYwvI5BvJs4D//+U+L2cD79+9zlrBojgFjCYuygWazmdq0aWMxG5iWlkY6nY4MBoNwjgFjCauZp0RE+fn55O7uzrOB6jkGq1at4hm8V199VZMNZHMfRNlANvfB0hyDIUOGWMwGyuc+sDkGck/A5j6omaesXnrpJY1XYc9eNvfBUjaQzX1QM0+JJK/C5j6I5hhs2LBBkw2UewI298GSV2GeoE2bNpps4MiRIy16FfncB1E2cMuWLZpsoNwThIeHa7wKe/ayuQ+WsoGjR4+26lXY3Ac1n53or7kPlrwKm/vAvIrcE1y5coVnKUVzDNjcBzWfnUiZpQwMDNR4gqioKKtehc19UDNPif6a+2BpjsGkSZOsepU6depwr6KeY8DmPljyKj179lR4Ffkcg6ysLO5VRHMMXtTC03I8/5Uv2xdPcV27dk3zAZLXunXrhBwxIunDNG7cOCHfjIjo0KFDQo4Yq7lz5wo5YkTSh8kSR4xIehDITbVa1/jx44V8MyJp+IaII8Zq3rx5ClMtr+zsbIvMUyIp7C/iiBFJX0jGjx8v5IgRSew/EUeM1S+//CLkmxFJxt8aNHjLli1CjhiRZPwnTJgg5IgRSYZRxBFjtWDBAiHzlEgaojJ27FghR4xIGkIgYp4yXRMnThRyxIgkJqGII8Zq4cKFioEb8rpz5w6NHTtWyBEjkh6cIuYpkWQYJ02aJOSIEUlGVsQRY7V48WIh34xIMv5jx44VcsSIpC/5IuapXJeII0YkGVkRR4zVkiVLhBwxIsn4jx07VjEIRF47d+60yBEzm830448/CpmnRNKwEvUgEHktXbpUyDwlkoz/2LFjhcxTImlog4h5ynRNmTJFyDwlIjpz5oyQecrqt99+EzJPiaThLmPGjBEyT4kko6E21XJd06ZNU2wAyuvcuXMasy+v33//Xcg8JZKM/9ixY4XMUyJpU0TEFmX1008/CZmnRNJgNfUGoLxWrlwpZJ4SScZ/zJgxClMtr/3792s2AOU1Y8YMIfOUSBqiojb78lq9erWQeUokbVKOHTtWsQEor9jYWCHzlNXMmTOFzFMiyWCLmKes/vjjDyHzlEgy/mPHjlWYannFxcUJmaesZs+eLWSeEkmbgdY8wdq1a4XMUyJpk3Ls2LEWPcHBgweFzFNWc+fOFTJPiaTNQGumev369aV6FUueICEhwapX+fnnny16levXr1v1Khs3brToVZgnEDFPiR7Pq1jyBDdu3LDqVTZv3vzUXiUlJaVUryJinhJJm4HWvMrWrVv/Vq8iYp4SSVzncePGWfUqljxBaV7l6NGjj+VVRJ7gcb2KyBO8yGXpi6ct4/kc1N/Jo3sWLpdN15NdS0QoKSn5Wzh5Nl02XUTPJ7+vtPXnmfv2tNf+3Yxam64n02VjDf97dD2vz16brie79nl+xv0v6npRy1LG0zBq1Kh/m4gFCxaMGjBgwL/tv/ffVF27dsWePXtQUlLCp3OxSk1NRUREBDIzM+Hi4gJPT0/Fh+err77C/PnzkZ+fDy8vL7i4uPC13NxctGrVCidPnoSdnR18fHwUfwSXLVuGwYMHIycnB5UrV4arq6tCV/fu3Xnew8fHR6Hr6NGj6NatG65duybUNXToUMydOxf5+fnw9PRE2bJl+dr9+/fRqlUrpKWlwWAwwMfHR/GhXrFiBQYNGoScnBy4urqicuXKCl0vv/wyn3Dn4+PDc4wAcOLECXTt2hUZGRkoU6YMvLy8FLqGDx+O2bNnIy8vD15eXgpd+fn5aNWqFY4fPw6DwQBfX1+FrlWrVuGzzz7DrVu34OrqCldXV8V7v/7669i2bZtQ16lTp9C5c2dcvXpVqGvkyJGYMWMG8vLyNPeroKAAoaGhOHbsGPR6vUbX2rVr8cknn+DWrVuoVKkSKleurHjvt956C1u3bsWjR480us6cOYOXXnoJV65cgbOzM7y8vBRGbNSoUfjpp59w//59eHp6oly5cnzt4cOHCA0NxeHDh4W6NmzYgI8++gg3b97U6NLpdOjZsyc2b97MdTk5OfFrz58/j44dO1rUNXbsWEyZMgX3799HlSpVFLoKCwsRGhqK1NRUoa7Nmzfjww8/xM2bN1GxYkW4ubkpdL3zzjvYuHEjCgsLNbouXbqE9u3bIz09HU5OTvD29lbomjBhAiZPnozc3FxUqVIF5cuX52uPHj1C69atkZycDJ1Ox/MyrCIjI/HBBx/gxo0bQl3vvfce1q5dK9R15coVtGvXDpcvXxbqmjx5MiZMmIDc3Fx4eHgodBUXF6NNmzZITEwU6tqxYwf69OmDGzduoHz58nB3d1f8fvXt2xdr1qzBw4cP4e3tzfO7AJCRkYG2bdvi0qVLcHR01OiaOnUqxo0bh7t378LDwwMVKlRQ6GrXrh3PIql17d69G71790Z2djbKly8PDw8Pha5+/fph5cqVePjwIXx8fBS6MjMz0aZNG1y8eFGoa8aMGRg9erRQl9lsRvv27XnmR61r79696NWrF7Kzs1GuXDmNrgEDBuD3338X3q/s7Gy0bt0a58+fh729PXx8fBS6Zs2ahR9++AF37tyBu7s7KlasqNDVsWNHHDhwAETEJ1CyiomJQc+ePZGVlYVy5cqhSpUqCl2ffPIJli1bhgcPHsDb25tnmwCJNx0aGopz587BwcEB3t7eimfJzz//jBEjRgh1ERE6deqE2NhYEBF8fHwUuuLi4vDmm2/i+vXrKFu2rEbXZ599hiVLluDBgwfw8vJS6MrJyUHr1q1x9uxZ4TNu/vz5GDZsGO7cuQM3NzdUqlQJ8urcuTOio6NhNps19yshIQGvvfYaMjMzUbZsWc0zbtCgQVi0aBEKCgo09+vOnTsIDQ3FmTNnYGdnB19fX4WuhQsXYsiQIbh9+7ZQV9euXbF3716YzWbNszc5ORkvv/wy16W+X19++SUWLFiAgoICeHp6KjzBvXv3EBoailOnTsFoNGru15IlS/DVV1/h9u3bQk/QrVs3nrVU6zp8+DDCw8MteoKvv/66VK+SlpYGo9GouV+//fabVa8SHh6OnTt3ori4WOOhjh07ZtWrfPvtt6V6lRMnTvD7JX+WrFy50qpXeeWVV7Bjxw4UFRVpnr1paWkICwuz6FVGjBiBWbNmCT0B8yrHjh0TepXVq1db9SpvvPEG/vzzTxQVFcHX11eh6/Tp0wqv4unpqfgbJPcq6mfvgwcP0KpVKxw9elTo7datW8e9SsWKFTWe4M0338SWLVuE9+vs2bNWvcro0aMxbdo0/ux9Eq+yceNGDBgwwKIn6NmzJzZt2iT0KhcuXEDHjh2Rnp4u1PWi1ujRo7NGjRq1QLMgOgb9u162VlvLxVhQkOWoZs2axdsoGAsKsrwSa61k3Eq2HhISosgrMRYUVHmlmzdvKlhQkOWo9u3bR0VFRZxbCVVeibVRMBYU0yVnrDEWFFtX55UYtxKyvBJro5CzoCDLUbHWSsaCgiqvxNooXnvtNb6uzlExFpRclzyvxFhQTBdjrGVnZyvyC/j/HJU8r8RYUEyXmrvKWFCQ5agYd5VlGtm6PK9kNps5txLQMtaKi4s5txKyHNXu3bvp0aNHtHfvXoUuNWONcSshy1Gx1srr16+Tk5MTX1fnlaZNm6bQxXJUWVlZCm4l/j9HJc8r7d+/n6+JGGu9e/fm6+q8EuNWsnU1d3XmzJl8Tc1YKykpocDAQL5eo0YNRbb6wIEDCl3qbHXfvn01ulhr5a1bt8jFxYWvq7PVc+bM4WssR8VYZvJMI6Dlrh46dEihS52t7tevH19X55UYt5Ktq7PV8+fPV+iS56jMZjMFBwfzdTVjjXErASgYayyv9NFHHyl0ybmrd+7c4ZlGQJutZtxKyHJUrLXSbDZTSEgIX5cz1h48eMC5lUxXaGioorWScSsBbbb63r17PNMI/JWtZjmqJUuWKHTJ80pms5latGjB1xl3lbVWHjt2TKGL5ahYa+WgQYP4ujqvdP/+fc6tBP7KVrPWyuXLl/M1dV7JbDZT69at+bo6R3XixAnS6XQEQJitZtxKpotlq2/fvk15eXk80wj8la1mulauXKnQpc5WM24l8Bd3lbVWnjp1ivR6PdfVokULRWvlN998w69VZ6vl3ErgLx4sa61cs2aN4tnLstVMF5u/APyVrWatlWz+AtOlzlaz+QuANlstn78AaLPVbP4C08Wy1azlk81fAP7KVjNdbP4CW1dnq9n8BaZLnq2Wz18AJB6sPFvN5i8Aymw18yps/gKgzVYzbiVbV2er2fwFQOxV2PwFQJutZtxKpkvtVdj8BaarX79+PAbC5i+wdbVXYdxKQOxV2PwFpkuerWbzF9izV52tZvMXAG22ms1fYOvqbDWbv8B0ybPV8vkLgDZbzeYvMF1qr8LmLwBaRrw1r1JSUsLnLwBaRrx8/gKgzVaz+QtMlzpb/c477yh0ybPVbP4CW1d7FTZ/AdB6guLiYj5/AdBmq9n8BfbsZV6FeQI2fwEQZ6tfxIKt1fb5LRcXF5SUlGimfLHS6XR8yt2TrD3Oul6v/yvwKyjG7XqedLHWqBdNl7X3Zrtrlt77WXU97e+ITdf/hi628/t3/d5b08Umadp0/Wt+jtbe+3nV9aI942y6nkzXi+oJ/pO6nva9n9dn3N+ly87ODu3atUN4eDgiIiJQo0YN4Xv8L5bOhlN5fuvBgwdWOZ7WPkjW1h5nvTR+qKUP2n9SF/1/v/2Lpsvae/+ndAHWf0dsuv43dD3L7+az6irtnth0KetZ3vt51fWiPeNsup5M14vqCZ5XXf+Nz7i/S1dRURGSk5Ph5uYGd3d3eHl5vfBYFdsXz+egDh8+jOTkZPTr14//W8WKFdGtWze0b98e/v7+mDhxIrZt28bXg4KCEBERgYYNG6Jy5cro0qUL5zU5OjqiU6dO6Ny5M0wmE3bt2oUpU6bwa319fREREYEWLVrAz88P77zzDmfG6fV6tGzZEuHh4fD398fdu3fxwQcfKHR17doV7du3h8lkwo8//oitW7fy9cDAQK7Lw8MDYWFhnC3p4OCAjh07okuXLjCZTNi7dy8mTZrEr/Xx8UFERARatmwJPz8/9O7dG+fOneO6WrRowXXl5eXh/fff59dWqFCB66pbty6mTZuGTZs28fWAgABERESgUaNG8PT0ROfOnfkJs4ODAzp06MB787O5AAAgAElEQVR1xcTEYPz48fxab29vfr/8/f3Rp08fzkXV6XRcl8lkwoMHD/Duu+/ya8uXL4+uXbuiQ4cOMJlMmDlzJtavX8/X69Wrh/DwcAQHB8Pb2xudO3fmHCl7e3uFrvj4eIwZM0ahKzw8HK1atYK/vz8++OADzvTS6XRo1qwZIiIiULduXTx69Ahvv/22QleXLl24rjlz5mDt2rV8vW7duoiIiEBwcDB8fHwQFhaG/Px8rqt9+/bo2rUr/P39kZiYiB9++IFf6+XlpdDVv39/ztPU6STeINNlNpvx1ltv8WvLlSuHLl26oGPHjjCZTJg3bx5Wr17N100mE8LDw9GkSRP4+vqiS5cunC1pb2+Pdu3acV2pqan47rvv+LWenp5cl8lkwscff6zgQzJd9erVAyBlYFiVLVsWXbp0QadOneDv74+FCxfi999/5+t+fn6IiIhAkyZNUK1aNXTt2pUzHNmOZ7du3eDn54ejR49i+PDh/NoqVaogPDwcoaGhMJlMGDhwoIJ32LRpU0RERCAgIAAGgwGvvvqqQldYWBi/X0uWLMFvv/3G1+vUqYOIiAg0bdoU1atXR9euXTnD0c7ODm3btkW3bt3g7++PtLQ0DBkyhF/r4eGB7t27o3Xr1jCZTPjnP/+JxMREvt6kSROuy97eHi+//DJfc3FxQVhYGL9fy5cvx5IlS/h67dq1ua6aNWuiW7dunOFoNBoVuk6fPo2vv/6aX+vu7s511a1bF19++aWCUdu4cWNEREQgMDAQTk5O6N69O18rU6YMv19169bFypUrsXDhQr5eq1YtREREICQkBLVq1UL37t05w9FoNKJNmzbo3r07/Pz8cP78eQwePJhf6+bmhu7du6NNmzYwmUwYMmSIgm0aHByMiIgIBAUFwdnZGd27d+dmpUyZMnjppZfw0ksvoW7duvjjjz/wyy+/8Gtr1qzJdbF7x1iJBoNBoSs9PR2ff/45v7Zy5cpcV926dTFs2DAFq7NRo0ZcV9myZdGtWzduwpydnfHSSy/xZ8n69evx888/82tr1KiBiIgINGvWDLVr18arr77KmYQGgwGtW7fmP8eMjAwMHDhQoatbt25o27YtTCYTRo4cqWA8NmzYEBEREahfvz7/O8rMn5OTk0LX5s2bMXv2bH5t9f/n5zVr1gx16tTB66+/ztl/BoMBoaGh6N69O/z9/ZGVlYWPP/6YX+vq6opu3bqhXbt28Pf3x+jRoxVswAYNGnBdlSpVQpcuXThb0snJSfHsjYyMxIwZM/i11apVQ0REBJo3bw4/Pz+88cYbnAes1+vRqlUrREREwM/PDzdu3IB8JkalSpW4LpPJhHHjxil4rvXr10d4eDj3BGFhYZwtyTxBWFgY/P39ERUVhWnTpvFrq1atqtDVs2dPXL58metq2bIl13X79u0n9irh4eFo1KgR3NzcEBYWpvAqHTt2RFhYGEwmE3bv3o0ff/yRX8u8SvPmzeHv749evXpxjizzBBEREfD398e9e/fQt29fhS65V5kyZQq2bNnC1wMDA7mu0rzKvn37MHHiRH4t8yrMQ73//vuci8o8AdOVn5+P9957j18r9yomkwnTp0/Hxo0b+XpAQAD3BJ6enggLC+OeQO1VYmNjMW7cOH4t8wQtW7aEv78/+vbty7moOp0OzZs3R0REBEwmEx4+fIhevXrxa9lnjHkotVdhnqBx48bw8vJCWFgY52DLvYq/vz8OHTqE0aNH82vVnqBfv36c8/mkXmXu3LlYs2YNXzeZTFyXj48PunTpwjnYpXkV5glCQ0Ph7++PAQMGcMa22qsQEd58801+LfMqTNcvv/yCVatW8XV/f39ERERwT2tpMNELWeyb+r/jZct4Wq7w8HAymUwarh+RxHpycXGhsLAw4fjsUaNGaTIerAoLC6lmzZrUrFkzDT+PSOJSivh5rF555RXy9/fXcP2IpFH0Li4uQn4ekcSlVOdRWT169Ihq167Nsyfq8dlRUVGajIe83njjDUUeVT4+OyMjg8qWLSvk5xFJrCcPDw9FHpVVUVER+fn5UdOmTTX8PCKJS6nOeMirZ8+eQn4ekYSnKVeunJCfRyRxKd3d3TVcPyLiWUl1HpXVvn37NHlUefXq1YvrUqM+srOzqXz58pqMB6vp06cr8qhypEZJSQkFBARo8qisYmJiFHlUNerj/fffF/LziCQ8TYUKFTR5VFazZs0Scv2YrgYNGgj5eURE8fHxmjyqvD744AMhP49IwtNUqlRJk/Fg9fPPP3OunzrjYTabqVGjRpo8KqvExESePRGhPvr37y9k/RJJI99dXV2FrF8iaby+q6urIo8q19W0aVMh65dIGt3v7OwsZP0SSVxKET+PSMLTuLm5CVm/RBKXUsTPY7qaNWsmZP0SSTgfZ2dnIeuXSOJSili/RBKext3dnedR1bqWLVsm5OcxXa1atRKyfokknI+zs7MijyqvL774Qsj6JZIwMFWqVBGyfokkVIuI9cuqbdu2QtYvEdHJkyfJ2dlZyM8jkriUItYvkcSl9PT01ORRWa1evVrIz2PVoUMHIeuXSOJSMl0i1MfQoUOFrF8iCU/j4+MjZP0SSegREeuXVefOnYWsXyIJm1OmTBkh65dI4lKq86isHj58SFWrVhWyfokkxIeI9cuqa9eumjwqq4sXL1KZMmWErF8iou+//17I+iX6i//YvHlzDeuXSEJpiFi/rCIiIoSsX6K/vIqI9UskcSkteRWWlRSxfokkZIU1r/Lqq69yr6JGfVy9epXKli1r0auMHz9eyPol+otVLWL9EkkYKxHrl9Wbb74pZP0SSSg9a15l8uTJQtYv0+Xv7y9k/RJJuCi5V1F7grfffvupvcrUqVO5V5GzfomIZyVFrF8ioujoaCHrl9W7774rZP0Sab2K2hPMmDHDqicIDAwUsn6JJCyTNa/Sp08fq16lYsWKQtbvi1ywcTyf3youLrbIzyOS/jiJ+Hmszp49K+SuEUmmT8T1Y3Xx4kUhp+5xdGVmZloNTpemS8T1Y3Xp0iWLukpKSqx+sJ9F171794RcP7kuEaeOSDKj1nRlZWUJ+XmPoys3N9ciP+9xdYn4U4+j69y5cxZ1sQEIlury5ctCTh3TdebMGYu6rl+/LuTnyXWJeHBEknm3xM97HF3W7ld2draQn/c4uvLz8y3y84iI0tPThZw6psva/bpx44aQU8fq/PnzFnUVFBRY5OeVpouIrOq6efPmU+t68OCBRX4ekbT5JeLUPa4uET9PrkvEqSOSvlRY4uc9q65bt24J+XmPo6uwsNAiP49IMuAift7j6MrJybGq68KFC0J+HpH0pcKaroyMjKfWdfv2bSHX73F0FRUVWeT6MV0irt/j6rLG9StNlyUGMdHjeQJLuu7cufO3eYJn9SrWPIE1XSUlJX+bV3kcT/Cf8CrP6gms/e4+qyewpuvy5ctPretZPMHf6VWys7Ot6npRy9IXT9u83+egDAYDLly4gJs3bwrX9Xo9UlJSeNuMum7evMnbYtRVpkwZJCUl8TZJdT148AAnTpwQ9qcbDAZcvHjRoi6DwYDk5GSLum7duoVLly5Z1cVaItT18OFDHD9+XKhLr9fj0qVLvNVMXUaj0aqunJwc3los0pWcnMzbN9VVWFiI48ePWwygX758GdnZ2cJr7ezskJSUxNuM1HX79m3eRiTSlZKSYlHXo0ePcOzYMYu60tPTLeqyt7dHYmKiVV3nz58Xrjk7OyM1NRW5ublPpevq1au4fv268FoHBwckJiby9id13blzx6quw4cP83ZXdRUXF+Po0aN/i667d+/i3Llzwt9dJycnHDly5Kl1Xbt2DZmZmcJrHR0dS9V19uxZoS5HR0ccO3aMt+Gqq6SkBEeOHLGYc8nMzLSqKyEhweLwtNzcXJw5c0aoy8HBAcePH8edO3eE15rN5lJ1sRZLdTk5OVnVdf/+fZw+fVqoy97eHmlpaRZ1EREOHz5sUVdWVhYyMjKEa87OzkhMTOTtdSJdp06dsqjr1KlTvG3Zki7WGqqu69ev89ZPka6EhASLuvLy8izqsrOzw+nTp5GTk2NRV2pqqkVd2dnZuHLlikVdiYmJvO1PXfn5+Th58qRQl9FoxNmzZy3q0ul0SElJsajrxo0bSE9PF66VKVMGiYmJFp+9BQUFSEtLs6jr3LlzvM1bXcwTWNP1LJ7Akq7SvEppnuBxvIo1T2DJq+j1ely8eNGiJ3hWr5KcnPzUXuXy5csWdTFP8DRexdnZ2aonKM2rWPMEpXmVnJwci16F6bLkCQoLC616gitXrlj1KqV5qKf1KkVFRU/tVZiHsvTstZWybBzP56S2bt2Kl156CTt37sTNmzdRoUIFzhFycnJCREQEvv/+exw9elTDEbp06RIaNWqEtWvX4urVqwqGn16vx7hx49CnTx/Ex8fj3r17GrZgw4YNMW/ePJw9exY6nZLhFxkZiU6dOiEqKkrDFnRycsKrr76K7777DkeOHNGwBa9evYqGDRtizZo1uHLlCpycnDjfSK/XY9KkSXjvvfeEunQ6HRo1aoS5c+cKdUVFRaFDhw7YsWOHhi3o7OyMN954A8OGDeO65Ky8zMxM1K9fH3/88QeuXLnCmXRM19SpU/Huu+/iwIEDuHfvnoLhZzAYEBwcjDlz5vCcp1zXnj170L59e2zfvh3Xr19XsAWdnJzQs2dPfPvttzh8+LCGLZidnY2goCCsXr0a6enpCragTqfD9OnT0atXLxw4cEDDFjQajWjcuDFmzZrFdclZefv27UPbtm2FuhwdHdGrVy8MGTIEqampGrbgzZs3ERgYiFWrViE9PV3BFtTpdJg9ezZ69uyJmJgY3L17V8Hws7OzQ9OmTTFz5kxu4uWsvNjYWLRu3RqRkZG4fv26gi3o4OCAPn364KuvvkJqaqqGLXj79m0EBARg5cqVuHz5MtfFINHz5s3DW2+9hZiYGA1b0N7eHs2aNcP06dO5WZbfr7i4OISGhiIyMlLDPHRwcEC/fv0wePBgpKSkaNiCd+/eRUBAAFasWIFLly5pdC1YsABvvPEG9u/fr2ELOjg4oHnz5pg2bRpOnTrFub5MV0JCAlq1aoWtW7ciKytLwRZ0cHDAgAED8M9//hPJyckatmBubi4CAwOxfPlyXLp0ScEW1Ol0WLRoEV5//XVER0dr2IKOjo5o2bIlpkyZgpMnT2p4w0lJSWjRogW2bNmiYQva29tj4MCB+Pzzz5GUlKRhC+bn5yMgIAC//fYbLl68qGAx6nQ6LF26FK+++ir27dunYQs6OjqidevWmDx5MtLS0jS84cOHD6N58+bYvHmzhoNsb2+PQYMGYeDAgdyIy9mCBQUFCAwMxNKlS3HhwgUFW1Cn0+H333/Hyy+/jL1792rYgo6Ojmjbti0mTZqEtLQ0DVvw+PHjCAkJwaZNmzRsQTs7O3z55Zf4+OOPkZiYqOENFxYWIiAgAEuWLOG65Ky8VatWITw8HHv27EFOTg4qVarEGX5OTk7o0KEDxo8fjxMnTmh4w2lpaWjatCk2btyIa9euKdiCRqMRQ4YMwUcffYSEhAQNW/DRo0cICgrCokWLcP78eQ1bcM2aNejWrRv27Nmj4Q2zbOS4ceNw/PhxDVvwzJkzaNKkCTZs2MCZh4wtaDQaMXz4cHz44YdISEjQ8IaLi4sRFBSEhQsXcl3y+7V+/Xp06dIFu3fv1vCGnZyc0KVLF4wePRrHjh3TsAXPnTuHxo0bY/369cjIyFAw/AwGA77//nv069cPBw8e1PCGzWYzgoKCsGDBApw7d07DFty0aRPCwsKwa9cuDVuQZZd/+OEHHDt2TOMJLl68iODgYKxbt07jCQwGA0aPHo2+ffsiPj5ewxsmIjRo0ADz58/nunx8fPgz7s8//+ReRe0JnJ2drXqV9PR0NGzYEGvXruWeQP7snTBhAvr06YO4uDgNb1in06FBgwYWvcq2bdu4V8nOzkaFChW4J3BycsJrr72GESNGCL1KRkYGGjRowL2K/Nmr1+sxefJk9O7dG3FxcRqvotfrFV4FUHqCnTt3okOHDti+fbtQlzWvkpWVxb2K2hPo9XpMmzbNolcxGo0IDg7G7NmzhV5l7969aNeuHdel9ipvv/22wqvIdd24cYN7lcuXL8PBwUHhCWbOnIm3334bsbGxQq/SpEkTzJw5k284yp9x0dHRaNOmDbZt2yb0Kr1798Y333wj9AS3bt1CYGAg9wRy3rBOp8OcOXMe26uYVVzfAwcOWPUqffv2tehVXtSyxPG04VSeg1qxYgXy8/Px6aefKnbIa9SogdDQUHh6eiIjIwMrV67ka2xAQp06deDn54eZM2cqdvZdXV3RsWNHuLu7o0yZMpg8ebLiv9mgQQMEBwejWrVq2LNnD2JjY/kaG9zg5uYGk8mEYcOGKXZWq1evjtatW8PT0xOZmZmKISsGgwGtWrWCn58f6tSpgzlz5ih20CtVqoROnTrB3d0dLi4uiuFCgDQgoXHjxqhatSqio6MVQzCcnJzQsWNHeHh48CEZ8p3CatWqcV3Z2dmKIStscIO/vz9q166N+fPnK3ZeK1WqxO9X+fLlMWHCBIWuoKAgPtAmJiYG0dHRfI0NSPD09ITJZMLw4cMVO3JVq1ZFmzZt4OnpiZs3b2Lp0qUKXWwQQJ06dbBgwQLFDmfFihXRqVMn/iVAPkgAkAYkNG3aFL6+voiLi8OePXsUujp06AAvLy+YTCaMGDFCsSPn6+uLtm3bokqVKrh9+zYWL16s0NWiRQuYTCbUrl2bm0lWFSpU4D/HypUrK4YeAdKAhJCQEPj4+ODQoUOK4RxsQIK3tzfq1q2L7777TnGK4uPjw3Xdu3dPMfyFDUioV68eatWqhWXLlvGHqlyXm5sbPDw8oN5Yq1evHteVlJSEqKgoha727dtzXd9//73iFMXb2xvt2rWDh4cH8vLysGDBX39P2YCEgIAA1KpVC8uXL8epU6f4evny5bmuKlWqaHTVrVsXISEh8PX1RWpqqmI4BxuQ4OvrC5PJhFGjRil23728vNC+fXu4u7vjwYMHmD9/vkJXSEgIAgMDUbNmTaxcuZIPdQCkAQnss+7t7Y2RI0cqdJlMJjRr1gw+Pj44evQo/vzzT4Wudu3aoWrVqqhbty5GjRql2H339PRE+/bt4eHhgcLCQsVQGkAa5hQUFISaNWti9erVfAAV08Xul6+vr2JIFCANbmjevDm8vb1x4sQJxdAQNsypWrVqMJlMGDt2rOKEuUqVKlxXcXEx5syZo3jvpk2bcl3r1q1TDKAqW7YsXnrpJVSuXBnVqlXDiBEjFNfWqVMHLVu2hLe3N9LS0rB582aFrrZt26J69eowmUwYP3684sTUw8MDHTp0gLu7O4gIs2bNUrx3kyZNUL9+fdSoUQMbN25EamoqX3NxceG6atasiWHDhimurV27Ntd15swZbNiwga+xYU41atSAv78/Jk2apDgBdHd3R4cOHeDh4QEAmDlzpuK9GzdujAYNGqBGjRrYvHkz5M94ua5atWph2LBhipOhWrVqoVWrVvDy8sL58+exbt06ha42bdqgZs2a8Pf3x48//qg4aXNzc+N/s41GI3766SeFruDgYDRs2BDVqlXDtm3bkJCQwNfYMKfKlSujTp06+PbbbxW6atasidDQUHh5eeHixYuKYSZGoxGtW7fmuqZNm6Y4oXFzc+P3y97eHlOnTlXoatSoERo1aoRq1aphx44disFYbJhT5cqV4efnh2HDhilOYGrUqMGfcVeuXFEMM2HDnGrVqgV/f39Mnz6dD3oCpGFO7H45OjoqBg4C0gZ0cHAwqlatil27diEuLk6hi30eTSYTvv32W4VXkXsCS16ldu3a8Pf3x6xZsxSn/XKvIvIEDRo0QOPGjeHr64u9e/dqvAp7Dj2pV2GewM/PD35+fpg7d67iVF3uVcqWLasYLgQovcr+/fsVnqA0r1K1alX+jBN5FbknEHkV9rOoUKGCYhAiIHkVpis2Nhb79u3ja6V5FbknyMnJUQyEk3uCOnXq4Ndff1Wcesq9iqurK8aOHavQFRAQgKZNm6Jq1aqlepXvvvtO0YnCdHl4eODu3btYtGgRX2PDnOrWrYvatWtj8eLFfCgloPQE7u7uiqFHwF+ewNfXFwkJCdi5cydfK82rME9gzauwAUMBAQEcs/WilCWciu2L53NQBoOh1BHmtrKVrWxlK1vZyla2spWt/ruqevXq6NGjB4YNG8ZPf//Xy9IXT1vG8zmokJAQhISEwGAwaNbs7e15a4aoypQpAw8PD94CIS+dTsdb8UTl5OQEV1dX3mqgLtY2JNJlZ2dXqi522irS5eLiAi8vr6fW5enp+R/TxdoPLekSjc22s7Pj7cBPqgvAM+libWmsxUaki51mWNLF2g+fRJejoyMqVar0VLqMRmOputzc3Hibn2i9NF2sLdKSLtZi8zzpqlKlilCXwWBAuXLlnkmXt7e3VV2VK1e2qkvEJmO6qlSpIrzW2dkZbm5uvP3wSXQ5ODigYsWKpd6vp9FVpkwZVK5c+Zl0lXa/WLvmk+hydna2qov9zX5aXR4eHhZ1sfZpa7rkEQ6RLtGOv729PW/XFJWLiws8PDx4W6S89Hq91Wfcs+pikRdRWXv2Pq4uSwZU3rL779b1tJ7gcbyKu7u7zas8oS7Rs/dZvQp7xj2LV/l3e4J/h1f5OzyBl5cXBgwYgNmzZ+OHH354Yb50Wi3RxKG/62Wbamu5YmNjCQABEI5nf//99wkA6XQ6atGiBU2YMIGPZ7958ya5uLgQAD42Xj6effbs2fy92Xj22NhYKioqopKSEqpfvz4BIHt7e+rSpYtiPHt8fDy/VjSe/R//+AfXxcbGs/HsOTk5VLZsWQIgHM/+888/8/dmKBk2np1hJ5gu9Xj2xMREfq1oPHv//v25rmbNmtG4ceP4ePY7d+5Q+fLlCYBwPPuCBQv4e6vHs5vNZmrSpAkBIDs7O+rcubNiPHtqaiq/VoSS+eSTT/h6SEiIYjz73bt3qWLFilyXejz7okWL+LVqlIzZbKbmzZtzXerx7EeOHOHXylEybGLjZ599xtfVKJnc3FxydXUlAEKUzLJly/i1bGw8G8/OsBMAyGg0asazHz9+nHQ6HQEQjmf/4osv+HurUTJ5eXnk5ubGdalRMitWrODXisazt23blutSj2c/efKkQpcaJfP111/z91aPZ8/PzycPDw8CIBzPvnr1an6taDx7x44duS71ePYzZ86QXq8nAHxs/Lp167iuoUOH8vdWo2QKCgrI09OTAJCzs7MGJbNu3Tp+rQgl07lzZwJABoNBg5I5d+4cGQwGAiBEyYwYMYK/txol8/DhQ/L29ua61CiZjRs38mvlKBk2GbFbt25cF0PJnD59moikSZhGo5EAkKurK7333nu0Zs0aPrHx+++/5++tRskUFhZS1apVCQA5OTnRyy+/TAsWLOATG7du3cqvFaFkIiIiuC41SiY9PZ3s7OwIgBAlM2bMGP7eDCVz8OBBKikpoUePHlH16tW5LoaSYRMbt2/fzq8VoWRee+01AkB6vZ6jZE6ePElms5muXr1K9vb2BECIkhk/fjx/bzVKpqioiGrVqkUAyNHRUYOS2blzJ79WhJJ58803uS41SiYzM5McHR25LjVKZvLkyfy91SgZhshiurp3765Ayezdu5dfK0LJvP3221xXq1ataOLEiRwlk5WVRU5OTgRAiJKZNm0af2+Gkjlw4AAVFxdzRBYAcnBwoK5duypQMvv371foUqNkevfuzZ9xapTMjRs3yNnZWeEJ5CiZGTNm8PdWo2QYdkLuCeQomQMHDmi8itwT9OnTR+FV5CiZW7duKbwKQ8kwTzBnzhyNV2EoGYbIYrrUKJmDBw9a9Sr9+vXTeAK5VylXrpzGqzBPMG/ePKteJTg42KJXSUpK0ngVuScYMGCAQpccJXPnzh2qUKGCRa/y66+/KrzKV199pfAqTZs25Z5AjZIReRU5SubTTz9VeAK5V7l3755Vr7JkyRKNJ5B7lRYtWlj0KkePHtV4FTlKZtCgQQpPIPcq9+/f13gVuSf47bff+LVqlIzZbKbQ0FCLXuXEiRMaTyD3KoMHD+bvbQkl86IVbDiV57u+/fZbIYuJSBpR3qNHDyGfkUj64yNiMRFJY9nff/99IZ+RSOIsqj9A8ho+fLjFD1BWVhb16NFDyDwiIlq8eLGQxcR09e3bV8hiIiKKi4sTsphYjRw5kn744QcNn5FIGm3do0cPWrRokVDXsmXLhCwmImlc/AcffEDTpk0TjkE/dOgQ9enTR2H25fXDDz8I+YxEEr6hR48etHDhQuHY+OXLlwu5kUTSWPZ//OMfQj4jkfRwe//99zXcSFZjxoyhkSNHaviMRBImoUePHkJuJBHRypUr6fPPP9fwGZmuDz/8kKZMmcLNvrxSUlI0Zl9e48aNE/IZiaSx/z169FCYfXmtXr1ayI0kksafDxgwQMhnJJK+iIu4kawmTJjATbVa1927d6lnz54Ksy+vtWvX0sCBAzV8Rqbro48+osmTJ3OzL6/jx4/Tu+++K+QzEkkGe9iwYRQfH68ZG5+bm0s9e/YUciOJiNavX0+ffvqphs/IdH3yySc0adIkDTeSSPoizsy+CCUzZcoUIZ+RSBpj//bbb9O8efOEKJlNmzYJ+YxM18CBAxVmX16nT5+md955R8hnJJKM/9ChQ7nZl1deXh698847Qm4kkfTFUsRnZLoGDRok5EYSSV/E1RuA8poxYwbfAFTrKigooF69etHcuXOFKJnIyEghn5HVF198odgAlNeFCxeoZ8+eQj4jkcTGFbGkiSS0Ta9evYTcSCKiHTt2CPmMrL788kshN5JIQj/07NlTyGckIpo7d66QG0kkoW3effddmjVrlhBxs2vXLiFLmtU333wjZCFCOr8AACAASURBVEkTSVicHj16CFnSRNIXErnZl1dhYSH17t1byGckkr7wiljSrIYMGUJjxowReoKMjAzq0aOHkCVNJG2eiriRRBLa5r333qMZM2YIde3fv1/IjWQ1bNgwi54gMzPTqldZtGiRkCVNVLpXiY2NtepVRowYQaNGjdKwpIkkDIc1r7JkyRL64osvhJ6gqKiI+vTpI2RJE0mb86V5FRFLmkhCYJXmVSx5gifxKiJPMGrUKIte5datW1a9yu+//06DBg3SsKSJJE/Qr18/i14lOTlZyJJmNWbMGCFLmkhCFPXs2VPIkiYiWrVqlUVPUJpXSU1NtepVxo8fb9Wr9OzZ06JXeVHL0hdPW8bTVrayla1sZStb2cpWtrKVrWz1LylLGU8bTuU5qWnTpmHnzp0KDAGrvLw89OvXD3fv3lWM+2e1efNmzJ8/X4EhYEVE+OKLL3Dq1CnFuH9Wp0+fxtdff63BI7CaMWMGtm/frhj3zyo/Px/9+vXDnTt3hLr+/PNPzJ0716KuL7/8EmlpaUJd586dw5dffqnBI7CaNWsWIiMjhboKCgrQr18/5OTkKMb9s9q2bRtmz56twRCw+uqrr3D8+HG4urpq8lAXLlzA4MGDNXgEVnPmzMGWLVsUGAJWDx48wIcffohbt24p8AisoqKiMHPmTA2GgNU333yDo0ePwtXVleMRWF26dAn//Oc/NeP+Wc2bNw+bN28WZpoKCwvx4Ycf4saNG8L7tWvXLkyfPt2irqFDh+Lw4cMKDAGrK1eu4PPPP+dj9dW6fvnlF2zYsEGYaXr06BE+/PBDZGdnK/AIrPbu3YspU6ZoMASshg8fjuTkZKGujIwMDBw40KKuhQsXYu3atUJdRUVF6N+/P7KyshR4BFb79+/Hjz/+yMf9q3V99913SExMVGAIWGVmZuKTTz7hqB11rm3x4sX4448/FBgCVsXFxejfvz8yMzM1yCRAQtdMnDhRgyFg9f333+PQoUNCXdevX+e6vL29NbqWLl2KVatWWdQ1YMAAZGRkKPAIrOLj4zFu3DiLukaNGoX4+HgFhoDVjRs38NFHH3F0jDo/tnz5cqxYsUKBIWBVUlKCjz76CFeuXFGM+2d16NAhPq1ZpGvs2LE4cOCAUNetW7cwYMAA5OfnK5BJrFasWIHly5cLdZnNZnz88cdIT0+Hu7u7RldSUhKfiizSNX78eMTExCgwBKxu376N/v37Iy8vT3i/Vq9ejaVLlyrwCHJdn3zyCS5evKjAELBKTU3FyJEjNXgEVhMnTkR0dLRQ1507d9C/f3/cv39fiCFYs2YNFi9erMAjsCIiDBw4EOfPnxfq+j/2zjssqmtt+zcMoIiItKEOTXpvdqXZUEATY4yanhhjEjVGjUdjCpZojNh7idEYNfbee++9d0VsoCiI0uf5/pizVvaevWZIzJv3yxvnuS4uz+U6a5/f2QLrnr2f+7lPnTqFQYMGGeQaOXIktm/fLjx7CwoK0LVrVxQWFgq5li1bhlmzZskik6RcPXr0wJUrV2TRRKzOnDnDp9aKuLKysrgm0D/jnj59iq5du6KgoEDItXLlSkyfPt0gV69evXDp0iUh1/nz59G/f39otVrh2TtmzBhs3LjxhbTK6tWrMXXqVH72/hmtcunSJfTr18/g2Ttu3DisX7/eoFbp2rUr8vPzhVzr1q3727TKxIkTsXbtWiEX0wSGtMqGDRswYcIEg1qlX79+OH36tFCrXL9+3agmmDx5skGtUlJSgq5duyIvL0+oVTZv3mxUE/Tv3x8nT54UapWbN2+iV69eKCsrk0UmsZo2bRpWrFgh5JJqFdHZu3XrVowePdog14ABA3D8+HGDWqVHjx4GNcGMGTOwbNmyF9IqL2sZilMxtdr+Q+rChQvcu+Xu7q5oWerfv79Bf8Lz58/J1dWV+xOYD4C1Ui1evFjmA9BvWWrRooVBf4LUu+Xm5sZblhjXwIED+bXr1asn8ycUFxdz7xbjkrYsLV++nO9lnkVpy1JqaqrMnzB+/HjuT7h27Rr3brm6uipalr755huFP4G1LJWUlJBGo+H+BH3P4urVqw36E4iI0tPTORfzAbCWpZs3b3IuFxcX3rLEuDIzMxX+BNayVFpayr1bIs/iunXrDPoTiIjatWsn8ydIW5ays7O5d0vkTxg2bJjMn8A8i1qtlsrKysjPz48AuWeRcW3atInvFXkpX3vtNc7FPIusZSknJ4eqVatGwO+eRWnL0g8//MCvzbyUrGWpvLycAgICOBfzLLKWpa1bt/K9zEspbVl64403uAePeRZZy9K9e/e4p4x5FqXt1aNGjeLXjomJkbUsVVRUUHBwMAG/exalLUs7duzge319fblnkXF16dKFczHPImtZevDgAfeUOTk5Kdqrx44dy6+t71msrKyk0NBQztW2bVtZe/Xu3bv5XuallLYsMZ+51LPIWpby8vLIxsaGgN+9lNI25gkTJvBrM88ia1mS+syZZ3HGjBmcS+oz9/b2VngW33//fe7BY55F1l4t9ZmLvJRSn7nUs1hZWUlarZaio6O5NzA9PV3WXi31mXt5eXHPIuNiPnOpZ5G1V0t95sxLKW2vlvrMmWeRtVdLfeYiz+KxY8f4Xo1Go/AsMp858yxK26ulPnORZ1HqM2eeRdZerdVqqX79+gToPItt2rSRcUl95lLPIuNiPnPmWRwxYgRvYy4sLCQHBwfOxTyLjEvqM2eeRdZeLfWZMy/l5MmTeXv1mTNn+F7RfAXmM5fOV2BcRUVF5OTkRIDcs8jaq3/99Vd+bf35CkS/+8yl8xWYl1LqM5d6FhlX3759OZf+fAWpz1w0X0HqM9f3LBIRpaSkKDQBa6+W+sxF8xWYz1zkWZT6zEVaZcmSJUa1CvOZSz2LIq0imq/w1VdfybSK1LMo9ZlLPYtMq0h95tL5CoyrdevWCs8i0ypSn7lIq0h95vqexdLSUq5VRPMVpD5z/fkKRL/7zKWeRalWYT5zqVZhmkDqM9efryD1mYu0yvr162VaRV8TMJ+5dL4C0ypSn7l0vgLjkvrMpfMVtFqtzGcu0ipSn7lovgLzmYu0yp07dxRaRaoJpD5z/fkKL2vB5PH851ZSUhIlJCRwQSn9srS0JAcHB/L09FSssR96d3d3bkCXfpmZmVGtWrX4Lwj9L2tra1Kr1fyA0v+ysbEhjUbDBfif5XJzc+Mi5s9yOTs7V8ll7H6xX9Z/hosdhlVxsQ/5f5bL3t7eIJeNjQ25ublxcaX/ZWtra5CrevXqVXJ5enryYRPSLwsLi7/M5e3tzQWSiIsJDdG/haenJ//AIuJiw11EXK6urnyQgCEuJpD0uZycnF6IS6VSUe3atf8yFxNIIi53d3eDXB4eHka5vL29jXIxkSy6tiGuatWq/SEuNjTkRe7X38nFPnj+2fvl4uJSJRcTlPpcjo6OXMj+WS47OzuDXDVq1CAXFxc+VEt0bS8vLy4o/yyXu7s7H7Ii/TI3N/9LXDY2NuTl5cUFpfTLysrqD3GxD+oiLkO/G2vUqEFqtZrUarVRLiYoRVxVnb0vwvVHzl5jXP9kTWDs7HV3d39hTaBWq1/47P2nahVjZ29VWsWYJqhKq7Az7u/UKsY0QVVc/yatIh0oJfK+/5sLJo/nP7dMOZ6mMpWpTGUqU5nKVKYy1b+vHB0d0aFDB2RmZhqMpfq3lSGPpzLEx1T/6zVz5kxUVlaiT58+KCoq4n/v6OiIJk2awM3NDRUVFZg1a5ZsX3R0NAIDAxEQEIBVq1bh7NmzfM3a2hqJiYlQq9XQaDT4/vvvZXt9fHwQHx8PjUaDS5cuYf369XxNpVKhcePGcHV1RUREBEaNGoXCwkIhV2VlJWbOnCm7dlRUFOdau3YtTp8+LeNKSEiAi4sLvL29MXToUNleb29v1K1bF56enrh69SrWrl3L18zNzdG4cWO4ubkhPDwcY8aMwZMnT/i6g4MDmjZtyn+op0+fLrt2REQEQkJCUKdOHWzYsAEnT57ka9WrV+f3y9fXl3u7WHl5eaFu3brQaDS4du0a1qxZI+Nq1KgR3N3dER4ejnHjxiE/P5+v29vbcy6VSoWpU6fKrh0eHo6QkBD4+/tj06ZNOH78uIyL3a86depA35Ot0WhQr149eHp64ubNm1i1apWMq2HDhvDw8EBYWBgmTpyIhw8fCrksLS0xefJk2bXDwsIQFhYGPz8/bN26FdKHRtWqVeP3y9/fH4MHD4b0IZanpyfnysnJwfLly/mamZkZGjZsCE9PT4SGhmLKlCnIzc3l67Vr1+Zc1atXx8SJE2VcoaGhCAsLQ506dbB9+3YcPnxYxpWQkAC1Wo2AgAAMGTJE9lDHw8MD9evXh6enJ+7evYulS5fKuBo0aACNRoOwsDBMmzYN9+7d4+t2dnacq0aNGpgwYYKMKyQkBOHh4fDz88OuXbtw8OBBvmZlZcXvV2BgIIYMGYLKykq+7u7ujgYNGsDDwwP379/HkiVLZFz169eHl5cXQkJCMHPmTNy9e5ev16pVi3+P2NraYty4cTKu4OBgREREwNfXF3v37sX+/ftlXOx+BQUFKbjc3NzQsGFDuLu7Iy8vD4sWLZJx1atXDz4+PggODsbs2bNx+/Ztvm5ra4uEhATuxRk7dqyMKygoCJGRkfD19cX+/fuxd+9evmZpaYnExEQ4OzsjNDQUQ4YMQXl5OV93dXXl39uPHj3CwoULZdeWcs2dOxe3bt1ScLm4uMDBwQFZWVmyvYGBgYiKioKPjw8OHTqE3bt3y7iaNm0KtVqNsLAwDB06FGVlZXzdxcWF/y4oKCjAr7/+Krt23bp14evri+DgYMybNw83btzgazVr1uRcTk5OGDVqlGxvQEAAoqOj4e3tjWPHjmHHjh18zcLCAk2bNoWLiwvCwsIwbNgwlJaW8nW1Wo3GjRvD3d0dhYWFmDdvnuza8fHx8PPzQ1BQEBYuXIirV68KudRqNUaOHCnb6+/vj5iYGHh5eeHEiRPYvn27gkutViM8PBzDhw9HcXGxgsvNzQ3Pnj3D3LlzZdeOjY2Fv78/AgMDsWjRIly5coWv2djY8J8pV1dX/PDDD7K9derUQWxsLLy8vHDq1Cls3bpVxtWkSROo1WpERERgxIgReP78OV93dnbmXCUlJfj5558Nci1duhQXL17kazVq1EBiYiJcXFzg7u6O4cOHy/b6+voiLi4OXl5eOHv2LDZv3szXVCoVv18REREYOXKkTBM4OTnxs7e0tBSzZ8+WXVuqCVasWIHz588ruNRqNTw9PYWagHFduHABGzdulHE1adIELi4uiIiIwI8//oinT5/ydUdHR/670ZAmCAoKqlKreHl5YdiwYbK93t7eiI+Ph5eXFy5fvox169bxNXNzczRp0oRrlaysLBQUFPB1BwcHfr+ICDNmyO1mkZGRCA4Ohr+/P9atW4dTp04JuURapSpNINUqY8eOxePHj2Vc7OfV3Nwc06ZNk137j2oVPz8/DB48WLaXaQKNRoPr169j9erVMi6pVhk/fjwePXrE16WawMLCAlOmTJFdW6pVNm/ejGPHjvE1dvYyrTJkyBCFJmBn761bt7By5UoZF/t9HhoaismTJyMvL4+vSzWBlZXVC2kVZ2dnBAQEKLSKVBMY0yphYWGYMmUKHjx4wNft7Oz4GWdIq2RkZCAjIwMNGjQQ5rm+lCV6Dfp3fZlabQ0Xy9ALCwsTjv9v1aqVMOuLiOjq1aukUqnIw8ODunfvrhj/P2jQIKE/hUg3it7T01OY9UWkizoA5P4UKVebNm2EWV9EuhH5FhYW5O7uzrO+pFzfffedzJ/Csr6IiGfoibK+iIjWrl3LuUTj/9u2bSvM+iIinqEn8qcQEQ0dOlTopSXSjaL39fXlvhn98f8sQ0/kTyHSeRtY/qfUS0uk8ztaWVkJ/SlEuogPQOmlJSLubWBZX/rj/7ds2UKA2EtLRPT6668Ls76IiGfoSfM/pVw//vgjAcqsLyLdyPfAwEChP4Xo9ww9kZeWiKhz587CrC8i3Yh8a2troT+F6PcMPX3fDOMKDQ0VZn0R/Z6hJ/LSEuky9EReWiLdiHwbGxuhl5aIaPz48QT8nvUlHf/PMvRE+Z9Ev2foiby0RETvvfee0J9CRDxDT+SlJfo9Q0/fS0tE3O8o8tIS6Ub3A2LfDJEuQ0+lUlFycrJi/H9+fj7VqlVL6KUlIpo2bRoBSi8t44qNjRV6aYl0o/sBcS4pEdHHH38s9NISEc/Qc3R0FEYVzZo1i4Dfc0ml4/+1Wi3Vq1eP53/qRxWxDD2Rl5aI6LPPPhN6aYmICgoKyMHBQZhLSvR7hl5UVJRi/L9Wq6VGjRrJvLTS8f+nT58mQJz/SaTL0BN5aYmIZ+iJvLREurgoQOfx1Y8q0mq11LRpU6GXluj3DD3GpR9V1KdPH6GXlkgXm6NWq4VeWiJdXBSg9NKySk5O5l5a/agiNptB5KUl0kW1iLy0RMRnM0hzSaVRRWw2g76XllXz5s1lXlqpJmB+R1H+J5FuNoPUSyuNKiouLuatuqKoIjabQd9Lyyo1NVXmpZVqgmvXrnGtIooq+vrrr41qFY1GI/TSEhGtWrXKqFZJS0uTaRWpJmCzGUT5n0S62QwiLy2RTqt4e3sLvbREv89mYF5afa3Srl07rlX0NUF2drZRrTJs2DCjWsXPz0+Y/0mkiz8yplVee+01WVa5vlapVq2aQa0yYsQImVaRagI2m0HkpSX6fTaDflY5q44dOxrUBFVpFTabQT+rnEinCYKCggxqFTabwZBW6dKlC+cyFFX0shVMHs9/dm3evNngN+rTp08NZn0R6YZciLK+iHQH+vLly4WZWkQ647so/5PVli1bhJlaRLoD3VCmFpEuW9JQgG5VXDdu3BBmfbHaunWrMFOLiOjZs2e0fPlyYaYWkW74xtGjRw2avlesWCHM1CLSfWgVZX2x2rZtmzBTi0gnNAxlfRHpxKgxM/rKlSuFmVpEugNKlPXFavv27cJMLSLdgb5s2TJhphYR0YkTJ4RZX6xWrVolzP8k0h1QmzdvVmRqsdqxY4cwU4tId6Ab4zp58qQwU4vV6tWrDWZq3blzR5j1xWrnzp3C/E8i3YG+dOlSYdYXkU68G+Nas2aNMGeTSDfUaOPGjYqcTVa7du0S5n8S6Q70pUuXCvM/iXRDVET5n3+E6/79+8JcUla7d+8W5n/+Ea6zZ88K8z9ZrV27lg+o0a/c3FxhLimrPXv2CPM/iXRCY+nSpcJcUiLdcBdR/ierdevWCfM/iXTDlkT5n6z27dsnzP8k0j18WLZsmTD/k0j3YUeU/8lq/fr1MrEvrUePHikeAEpr//79sgeA+lxLly4V5n8S6TJVRfmfrDZs2CDM/yTSPXwwlP9JRHTgwAFh/ieR7ixZtmyZQa7Lly8L8z9Zbdy4UZj/SaTL7DXmzTp48KDsAaA+19KlS4X5n0S6D4ei/E9WmzZtkj0AlFZhYaFRTXDo0CFhLinjWrZsmTD/k0j34VCU/8mqKq1iKP+TSKcJ/n9pFWNcR48eNapVjGmCmzdvvrBWef78eZVaxZgm+Lu0SnFxsVGu48ePG9UExrTK7du3/1atIsr/ZFWVVjGmCf6IVjGkCV7WeuEPngA0AHYAuADgHIDP//v3DgC2ALjy3z/tq7qW6YOn4bp586bBH5bi4mKDPyxEOhFt6IeFSPcLW/QLlUgnRIz9sBjjKikpMRqW+1e5DAlVxmVIeJWWlhoU0IzLkFCtiis/P98o161btwxylZWVGRTQRLqndS/K9fjxY4MCuiqu8vJygwKacRkSqn+Ey5CA/qtc9+7de2GuJ0+eGBSqjMuQIKyoqDAooBmXsSECN27cMMhVUFBglCs7O9sgV2VlpVGu+/fvG+Uydr8KCwsNCug/wmVI2BPpJvUaEtBExu9XYWGhQQHNuAwJQq1W+7dxPX361CjX7du3X5grNzfXoICuiquoqMigsP8jXIY+CDEuQ0KVcRk6S549e2ZQQDMuQ0K1Kq68vLwX5nr+/LlBAU2kE6t/hcuQgCb6a5ogJyfH6Nlr7Pvr4cOHL6wJ/slapSpNUNX9elFN8Fe0yl/RBPn5+S+sCf6vapW/qgmq0irGNIGhh30vcxn64FlljufgwYNtAOwnoq8HDx48D8CswYMHbwPQA8B5Inpj8ODBHgBaZGZmbjV2LVOOp+FasmQJ0tPTceHCBRDJ88ZUKhWaNWuGGTNm4P79+4r8rKtXryI0NBRHjx5FcXEx3N3dZblegwYNwhdffIGbN28qcr3KysoQGBiITZs2IT8/X5HrtWLFCrRu3RoXLlxQ5I2pVCqkpqZi6tSpuHv3riJv7Pr16wgJCcGRI0d4zp6U67vvvkOvXr1w48YNBVdFRQWCg4Oxfv16Idfq1avRqlUrnD9/XpE3Zm5ujvT0dEyaNAn37t1DzZo1Zffr1q1bCA4OxuHDh/H8+XNFrteQIUPw2Wef4caNG4q8Ma1Wi5CQEKxduxb5+fmKXK9169ahefPmOH/+vCIbVaVSoW3btpgwYQLu3LmjyPW6c+cOAgMDcejQITx79kzBNXz4cHTv3h3Xrl2DhYUFNBqNjCs0NBSrV6/Go0ePFFwbN25ESkoKzp07p8gbMzc3x2uvvYYxY8YIue7du4fAwEAcPHgQz549U+SNjRw5Et26dcP169ehUqkUeWPh4eFYuXIlHj16pMgb27p1KxITE3H27FlF3pi5uTk6duyIrKws3LlzR5Hr9eDBAwQEBODAgQMoKipS5I2NHj0aH374Ia5evarI9TIzM0NERASWL1+Ohw8fKvLGdu7ciaZNm+Ls2bOoqKhQcL355psYOXIkcnJyFFx5eXkICAjA/v37UVRUpMgbGzduHN577z2DXNHR0Vi6dCkePnyoyBvbs2cPGjVqhDNnzijyxszMzPDuu+9i+PDhyMnJUeSN5efno06dOti3bx8KCwsVXJMmTcLbb7+NK1euKLJRzc3NERsbi8WLFyMvL0/BdeDAAdSvXx+nT5/mXCzr08zMDB988AGGDh2K27dvK7geP34Mf39/7NmzB0+fPlVwTZ06FV26dBFyqVQqxMfH47fffkNeXh5q164tyyA9fPgw6tWrh1OnTgm5unXrhszMTNy+fVuRQVpYWIg6depg9+7dKCgoUGSjzpgxA506dcLly5cVGaQqlQr16tXD/PnzkZubq8hGPXbsGOLi4nDy5EmUlpYquD755BN8++23yM7OhrW1tex+FRUVwd/fHzt37hRyzZ49G6+//rpBroYNG2LevHnIzc2FnZ2dLIP05MmTiImJ4VzSrE8zMzP06tULgwYNQnZ2Ns/UZFzPnz+Hv78/tm/fjoKCAkU26ty5c/Haa6/h0qVLAKDgatKkCebOnYv79+8rsj7PnDmD6OhonDhxgmfcSrm++OILDBgwALdu3VJkoxYXF8Pf3x/btm3DkydPFFzz58/HK6+8wrk8PT1lZ1xiYiJmz54t5Lpw4QIiIiJw/PhxnnEr5fryyy/x5Zdf4tatW/yMY1wlJSUICAjAli1b8OTJE0UG6aJFi9C2bVtcvHhRqAlSUlIwc+ZM3L9/H7Vq1ZKdcZcvX0Z4eDiOHTuG4uJixdk7YMAA9OnTp0pN8PjxYwXX0qVLkZaWxrWK/v1q0aIFpk+fjnv37im4qtIqX3/9NXr37i3UBOXl5QgKCsKGDRvw+PFjhSZYuXIlUlNTceHCBX72Srlat26NKVOm4N69ewqtcuPGjSq1Ss+ePXHjxg1YWlrKzt7KykoEBwdj3bp1Qq2yZs0atGzZUqgJzM3NkZGRgYkTJ3INJb1f2dnZMq3i5uYm0wRDhw7FZ599huvXrysySJkmWLNmjVCrrF+/Hs2aNRNqApVKhXbt2mH8+PG4e/fun9YqI0aMMKhViMioVtm8eTOSk5Nx7tw5RWarubk5OnToYFSrBAQE4ODBg0JNMGrUKHz00Uecy5hWcXBwkGmCbdu2ISEhwaAmeOONNzBq1CihVnlZy1CO55+eamtmZrYKwKT/fiUR0T0zMzM3ADuJKMjYXtNUW3FdunQJZWVlSE5O5kbvatWqISUlBSkpKYiPj8epU6fQu3dvvsfDwwPp6emoX78+YmNj8emnn/KhIWxISqtWrRATEwNra2u0atWKG6rt7OyQmpqKhIQExMXFYfbs2TLTfUhICDIyMhAVFYXQ0FC0bNmSG72trKyQkpKCZs2aIS4uDufOnUPPnj35Xnd3d84VFxeHnj17Ys+ePZyrfv36aN26NaKjo2FjY4MWLVpwrlq1asm45s2bJzO3BwcHc67w8HC0atWKG72trKyQlJSE5s2bIy4uDpcvX8Ynn3zC97q5uSE9PR0NGjRAbGwsvvjiC+zcuZNz1atXD6mpqYiJiUGtWrXQvHlzPpSmVq1aaNWqFRITExEXF4cFCxbITORBQUHIyMhATEwMwsPDkZqayofSWFpayriuXbuGjz/+mO91dXWVcfXv3182BEPK5eDggJSUFD78xdbWlnPFx8dj0aJFssEygYGByMjIQHR0NCIjI9GmTRvcuXOHcyUmJqJFixaIi4vDrVu38OGHH8q40tLS0KBBA8TFxWHAgAGyIRjx8fFo06YNoqOj4eTkhJSUFFRUVADQDSORci1btgyjR4/mewMCAvj9ioyMREZGBrKzswHohn5IuXJycvD+++/zvS4uLkhLS0PDhg0RGxuLb775RjYYKz4+nn9/ubq6IikpiQ+lqVmzJlq2bImkpCTExcVh1apV+PHHH/lef39/pKenIzY2FtHR0WjXrh0f/mJhYYGEhAS0bNkSsbGxePDgAd5++22+V61Wc664uDh89913ssFYsbGxSEtLQ1RUFDw8PJCYmMiH0tjY2HCu+Ph4rF27FiNGjOB7/fz8kJGRgbi4OERFRaF9+/a4du0a52ratCnnevTotEHbaAAAIABJREFUEbp06cL3Ojs7c674+HgMGTJENoAqJiaGc3l6eiI5ORklJSWcq0WLFkhOTkZsbCw2bdokG/zh5+eH9PR0xMXFITo6mn/YAX4fktKyZUvExMSgoKAAnTp14nudnJzQpk0bNGrUCPHx8Rg+fLhsqEN0dDTS0tIQHR0NLy8vJCUl8aE0NWrU4FxxcXHYunWrbMCGr68v0tPTER8fj+joaHTq1AkXLlzgXE2aNOH369mzZ+jQoYNBrpEjR8oGPUVFRXEuHx8fJCUl8aE01tbWMq6dO3fi22+/5Xt9fHw4V0xMDN58800+ZIUNdGO/s4uLi/Haa6/xvQ4ODmjTpg0aN26M+Ph4jBkzRjZQKTIyEunp6YiKikKdOnWQlJTEh9JYW1ujWbNmSElJQVxcHPbu3YtBgwbxvd7e3khPT0fdunURGxuLt99+mw9ZYUNSUlNTER0djfLycrzyyisyrtatW6NJkyaIj4/HuHHjMH/+fL4eERHBufz9/ZGSksIH1VWvXh3NmzdHcnIy4uPjceDAAQwYMIDv9fLyQnp6OurVq4eYmBi8//77fPAaG5LC7hcRISMjg++1t7dH69at0bRpU8TFxWHy5MmywUXh4eGcKzAwEM2aNeOD6qpXry47444cOYIvv/yS79VoNJwrNjYWXbt2xZEjRzhXw4YN+f1SqVRo06YN31u7dm0Z17Rp02SDi8LCwpCRkYHIyEiEhISgWbNmfFAd0wSM68SJE+jTpw/f6+npyc/emJgYdO/enQ84Y0NS2P2ysrJCamqqjEt69s6aNUs2ICg0NJTfr7CwMDRr1kymVZKTk9G8eXPExsbi7Nmz6NWrF9+rr1U+++wz7Nu3j3NJNUFVWuXnn3+WDQ2UapWwsDC0bNmSD6qzsrKScV24cAE9evTge6VaJTY2Fp9//jkfJMY0QevWrRETE4OaNWuiRYsWMk0g5fr1119lA2+Cg4ORnp6O6Ohorgnu37/PuaSa4MqVK+jevTvfq69V+vTpIxskJuWys7NDs2bNDGqVhQsXyobgBQUFIT09HTExMYiIiEDr1q35oDp9rXL9+nVIXxQxrcK0nb5WqVu3LucypFUSEhIQHx+PJUuWyIbN6WuC9PR0PqiuKq0i1QRxcXEYOHAgNm3axNelWsXZ2RnJyckGtcry5ctlw+b8/f2RkZGB2NhYREZGom3btnxQnVSrxMbG4u7du3jvvff4XqYJMjIy0KJFC9kH85elDE21/VMfPM3MzHwA7AYQDiCbiGpL1h4Tkb2BrQBMHzwNlSlOxVSmMpWpTGUqU5nKVKb6dxV7OJORkYH27du/9HEq5n/iAjUBLAPQm4gKq/rvS/Z1MzMzO2pmZnZUOh7ZVL+Xubk5b78xlalMZSpTmcpUpjKVqUz1f7+8vb155Iu0rfhlrT/0acfMzMwSug+d84mI9UM9+G+LLf77Z65oLxHNIKJ4Iop3dnb+n2D+11V5eTkeP34s8wUEBQWhX79+2LlzJ8rLy2XtOJaWlmjRogUmTJiA69evQ6vVolGjRnzd1dUVXbt2xcqVK1FUVCTL0QR0LRFDhgzBiRMnoNVqZW0xtra26NChA+bOnYu8vDw8ffpU5skLDAxE3759sWPHDpSVlcny4CwtLdG8eXOMHz8e165dg1arRdOmTfm6i4sLPvzwQ8517tw5WQ983bp1MXjwYBw/fhxarVbWRlSzZk289tprmDNnDh48eICioiKo1Wq+7u/vjy+++ALbt29HWVmZrA3NwsICzZo1w7hx43D16lUQEZKTk/m6Wq3GBx98gOXLl+Pp06e4cOGC7EFAXFwcMjMzcezYMWi1WvTv31/G1b59e/z888948OABnj9/LnuaVadOHfTu3Rvbtm1DWVkZFi9eLONKSUnB2LFjceXKFRARWrRoIeN6//33sWzZMhQWFuLKlSuyHKjY2Fh89913OHr0KCorKzFw4EC+ZmNjg1dffZV7k5ifhpWfnx8+//xzbN26FaWlpbI2R5VKheTkZIwZMwaXL18GEcnaspycnPDuu+9i6dKlKCwsxLVr12RcMTEx+Pbbb3HkyBFUVlbim2++4Ws1atTAK6+8gp9++gn37t1DSUkJNBoNX/f19UWvXr2wZcsWlJaWytpCVSoVkpKSMHr0aFy6dAlEhPT0dAXXkiVLUFBQgJs3b8r8G9HR0fjmm29w+PBhVFZWyjJRa9SogXbt2vGMzNLSUvj4+PB1Hx8f9OzZE5s3b0ZpaaksS475wLKysrgfq127dnzd0dERb7/9NhYvXoyCggJkZ2dz7xGga9/8+uuvcejQIVRWVsraWa2trZGRkYEZM2bgzp07KCsrg5+fH1/39vZGjx49sGnTJpSUlMhajMzNzZGQkIBRo0Zxj7Z+++Zbb72FRYsW4cmTJ8jJyeFeGkDXvjlo0CAcPHgQlZWVsvZfxjV9+nTcuXMH5eXlCAgI4OteXl747LPPsHHjRhQXF8tasszNzdG0aVOMHDmSe7Q7duzI1+3t7fHmm2/it99+w+PHj3Hv3j3upQF07ZtfffUVDhw4gIqKClneZfXq1ZGWloZp06YhJycHFRUVCAr63QGi0Wjw6aefYsOGDSguLpa1sLFMwJEjR+LcuXPQarWytmV7e3t06dIFCxcuxOPHj/HgwQPuywR07ZsDBw7Evn37UFFRIWslq1atGtq0aYOpU6fi9u3bqKysRGhoKF/39PTEJ598gvXr16O4uFiWHcraXUeMGIGzZ89Cq9XinXfe4eu1a9dG586dsWDBAuTn5yMvL0/mTwsLC8N//vMf7N27FxUVFbLWu2rVqnHvW3Z2NiorKxEZGcnXPTw80L17d6xbtw7Pnz+XZcCy9s3hw4fjzJkz0Gq1srZ4Ozs7dOrUCfPnz8ejR4/w8OFDmd8qNDQU//nPf7Bnzx5UVFTIbBWsFXTy5Mm4desWtFotoqOj+bq7uzs+/vhjrFmzBs+fP8ehQ4dkXA0aNMD333+P06dPQ6vV4qOPPpJxvfHGG/j111/x6NEjPH78WOaRDQkJwZdffondu3ejvLxc1tppZWWFVq1aYdKkSbh58ya0Wi3i439/oO/u7o5u3bphzZo1ePbsmSznkLWVDhs2DKdOnYJWq5W1WNaqVQsdO3bEvHnz8PDhQzx58kTmrQwODka/fv2wa9culJeX46effuJrlpaWaNmyJSZOnIgbN25Aq9Wifv36fN3NzQ0fffQRVq1ahWfPnslyIQFd++bQoUNx8uRJaLVaWUuqra0tXn/9da4JCgsLZVqFaQKmVaQtzSKt0rhxY76urwnOnDkj49LXKp9//rmMi2mV3NxcFBUVybRKQEAAb1MtKyuTZeqKtEpCQoKM64MPPsCKFSvw9OlTnD9/XqZV4uPjZVqlb9++fI1pFaYJnj17ZlSr/Pbbb3xNpFVSUlL4OtMETKtcvHjRqFb5z3/+w9dsbGzQvn17zJ49m2sVNzc3vq6vVaQWA5FWadmyJV93dnbGe++9V6VWYZrgq6++knExTXD//n3ulWalr1VWrFjB15hWGT16NNcqrVu35uv6WuX69esyTaCvVaTWCKYJZs2ahXv37qG0tNSoVpHmpTKtkpWVhUuXLuHSpUvIyspCYmIi97W/1CWaOCT9AmAG4BcA4/T+fhSAAf/9zwMA/FjVtUxTbQ3XyJEjKSkpSZFxR6Sb5NWgQQOecac/CW/z5s08S0404vrdd98VZtwR6aa5hYSEUK9evWjz5s2KCX2jR48WZtwxrkaNGtE777xDixcvVnBt27aNoqKi6OuvvxaOuP7ggw+EGXdEuulkISEh1KNHD+GI63Hjxgkz7oh0E8aaNm0qzLgj0kVSREZGKjLuWH300UfCjDsi3eTG0NBQYcYdEdHEiROFGXdEuumeiYmJ9NZbb9Fvv/2mmIS3b98+ioiIUGTcserevTulp6crsuSIdBMSw8LC6NNPPxXGXkyZMkWYcce4kpOTeZacPteBAwcMZtwR6TIHWcad/iS8R48eUXh4uDDjjohoxowZPONOP/ZCq9VSs2bNqHPnzrRgwQLFJLwjR45QeHi4MOOOSJc52KZNG0XuLZFusl54eLgw446I6KeffhJm3DGuli1bCnNviXSj5g3l8RLpMgdFGXdEuqm2ERERwow7IqI5c+bwjDv92AutVkutW7cWZtwREZ06dYrCwsKof//+wtiLfv36CXNviXTTYyMjI4UZd0REv/76KzVo0ECRJce40tLShBl3RLqYl9DQUGHGHRHRgAEDhBl3RLoprVFRUcKMOyKihQsXUv369RW5t6zatm0rzLgj0sWWhIaGUr9+/YSxF1999ZUw95ZINw01JiZGmHFHpMtoFOXesnr11VeFGXdEuniQ0NBQYcYdEdG3334rzLgj0k0djY2NFWbcEekyGkUZd6w6dOjAM+70p+NevXqVQkJChLm3RLosxGbNmtG4ceMUsRclJSUUHx9PH3zwgTCia9WqVTz3VhR78cYbb1D79u0VebxEuomkjEsUezFs2DBKSUmhsWPHKmIvSktLqW7duvT+++8Lo7DWrVvHc2+lebysunTpIszjJdJNyQwJCRHm3hIR/fDDD8I8XiLd1NH69esLc2+JdNE1MTEx9O233wrjON5++22ex6uvCXJycrgmEMVe/Pjjj1yrGNIE7777riL3lkgXeWJMq7z33nvUrl07oSa4e/cuhYSEUM+ePYVaZcyYMVyriDRB48aNuSbQ59q+fbtRrfLhhx9yraKvCe7fv0+hoaF/SKvoawKmVUS5t0S6mCpjWqVbt26UkZFB06dP/9NaZdKkSdS0aVODmiAxMZHefPNNoVbZv3+/TKvon3GffPKJMPeWSDc12ZhWmTZtGtcq+hFdWq2WUlJSDGqVgwcPcq0i0gQ9evTgubf6WiU/P9+oVpk5cyY1btzYoCZo3ry5Qa3yshYMTLWt0uNpZmbWBMAeAGcAMCPiVwAOAVgMwAtANoDXiSjf2LVMHk/DVVpaKnvbIK2KigqYmZnJniD90b1VrZeWlsLKysrg9C0Tl7zKyspgaWn5QlyVlZUgItkTNxPX/z0urVaLyspKg08uTVxKroqKCtlb3v9JLgsLC4NWBWN7iQjl5eV/C1d5eTlUKtW/jqusrMzo7+x/KteLniX/ZC5zc/OX6uw1cf259X/j2ftP5tJqtaa3mXr1wh5PItpLRGZEFElE0f/9Wk9Ej4ioGREF/PdPox86TWW8VqxYgdWrV/MJidIqKytDVlYWTp06BdGDgkOHDuGXX37Bw4cPhdeeMWMGdu3axSd5SevOnTu8bUhUq1at4u05+lVRUYGsrCycPHlSyHX48GH88ssvMOTtnTVrFm/P0a979+5h4sSJuH79unDv6tWrsXLlSiFXZWUlsrKycOLECSHX0aNHMWfOHINcP/30E3bs2CHkun//Pm8bEtXatWuxYsUKPlFSn2vMmDE4fvy4kOv48eP4+eef+VQ+/fr555+xfft2IVdubi7Gjx+Pq1evCveuX78ey5cvF3JptVqMGTMGR48eFQ65OnnyJG/PEdWcOXN4e45+PXr0iLfniGrjxo1YtmwZnj59qlgjIqNcp0+f5u05ovrll1+wdetWIVd+fj5vJRbVpk2beHuOiGvcuHE4fPiwkOvs2bO8PUdU8+bNw5YtW4RcBQUFvJVYVFu2bMGSJUuMch06dEjIdf78ecycOdMg1/z583krsX4VFhZi9OjRvJVYv7Zt28ZbiUU1YcIEHDx4UMh18eJFzJgxg09X1K8FCxZg48aNQq6ioiKMHj2aRzvo1/bt27Fo0SIhFxFh4sSJOHDgAJ++KK3Lly/zVmJRLVy4EBs2bOBTgKX17NkzZGVl4fz580KunTt38lZiUU2cOBH79+8Xcl25coW3Eotq0aJFWL9+vZDr+fPnyMrKwrlz54Rcu3fv5q3EopoyZQr27dsn5Lp+/TpvJRbVkiVLsG7dOj6dWFolJSXIysrC2bNnhVx79+7F/Pnz+YRX/Zo6dSr27t0r5Lp58yamTp3KJ2fr19KlS7F27VohV2lpKbKysnDmzBkh1/79+3nLrqimTZvGW4n1Kzs7G1OmTOFTMvVr+fLlvJVYv8rLyzF69GicPn1ayHXgwAHMmzdPyEVEmD59Onbv3i3kysnJMaoJVq5caVCrlJeX/yWtMnPmTINa5e7du5g0aRKfNK5fq1evrlKrGNIER44c4a3Eovrpp58MapWqNMGaNWuq1CqGNMGxY8cwZ84cg5pg9uzZBrXKgwcPeCuxqNatW1elVjl27NgLa5Vt27YJufLy8ngrsaiYVhFpgqq0yqlTp4xqlblz5/5tWmXs2LE4cuSIaVDoHynRa9C/68vUamu4Dh48SACoevXqwrbFDz/8kACQRqNRtALk5+dTrVq1yNzcXNi2OG3aNAJA9vb21KVLF1krgFarpbi4OAJAYWFhirbFo0ePEgCqVq2asG3x448/JgDk6enJ2xYZ1+PHj6l27dpkZmYmbFucNWsWAaDatWvztkUpV7169QgAhYaGKtoWjx8/zrlat26t4Pr0008JAHl4eCjaFgsKCsjBwYHMzMyEbYs///wzASA7OztF26JWq6WGDRsSAAoJCaH+/fvTnj17ONfp06cJAFlZWVFqaipNmjRJ1k7Zq1cvAkDu7u68bZFxPX36lJycnMjMzIwaNGhA33//vaxtcd68eQSAatWqpWhb1Gq11LRpUwJAwcHBirbFc+fOkZmZGVlZWfG2RWk7ZZ8+fQgAubm5KdoWi4qKSK1Wk5mZGdWvX5+GDRsma1tcsGAB52Jti9J2yuTkZAJAQUFBirbFCxcukLm5OVlaWvK2RWk75Zdffsm5WNsi43r+/Dm5uroSAKpXr56ibXHx4sUEgGxtbYVti82bNycAFBgYyNsWGdfly5dJpVJxrvHjx8vaKQcOHEgAyNXVVdG2WFxcTO7u7gRA2La4bNkyzsXaFnNzc/m1U1NTCQAFBARQnz59ZG2L165d41ysbVHaTvn1118TAHJxcaEPPviAVqxYwdsWS0pKSKPREABh2+KqVasIANWsWVPYtpiWlkYAyN/fX9G2ePPmTbKwsCALCwvetihtp8zMzCQApFaredsi4yotLSVvb2/Opd+2uG7dOgJANjY2wrbFdu3aEQCqU6eOom0xOzubLC0tycLCQti2OGzYMAJAzs7O9N5778naFsvKysjPz48ACNsWN27cyLlEbYvt27cnAOTn50eff/65rG0xJyeHqlWrRiqVSmixGDFiBAEgJycnRdtieXk5BQQEEABh2+LWrVsJANWoUUNosejYsSMBIF9fX0Xb4t27d6l69eqkUqmEFotRo0YRAHJ0dFS0LVZUVFBQUBABELYt7tixg3OJLBZdunQhAOTj46NoW3zw4AFZW1uTSqUSti2OGTNGxiVtW6ysrKTQ0FACIGxb3L17NwEga2trYdvi22+/TQDI29tb0baYl5dHNjY2ZG5uzi0W0rbFCRMmEABycHDgbYtSroiICAIgbFvcv38/1wTp6ek0ffp0Wdvi+++/TwDIy8tL0bb48OFDsrW1JXNzc2Hb4uTJk2WaQNq2qNVqKTo6mgAI2xYPHTok0yr6bYtdu3Y1qFUeP35MdnZ2XKvoa4Lp06dzTaDftqjVaik+Pt6gVjl27JhRTdC9e3eFVmFn75MnTxRa5cyZM5zrp59+MqpV6tevL9MqUk1w4sQJzpWamqqwWPTo0UOmVaSaoLCwUKZVvv/+e5lWmTNnjlGt0qhRI5lWkWqCM2fOcK0islh8/vnnCq3Czl59raJvsfj111+NapWEhASZVtm1a5dQq7Rs2VKhVfr27SvTKlJN8OzZM1Kr1VwT6FssFi5caFSrpKSkcK3St29fmVa5ePGiUa3Sv39/rgm6du0qtDK8bIUXbbX9nyxTq624+vXrByLC7NmzeZYYq8DAQDg4OKBmzZqyAR2AzpTt5+cHV1dX3LhxQ/EESaPRwMnJCV5eXrIhLYDO/BwcHAxHR0eUlJTg8OHDsnUnJye4uLjA19cX+/btUzwBN8ZVo0YN+Pn5wc3NDTdv3lQ8QdJoNHB0dIS3tzdWr14te6Im5SotLZUNjQB0g1pcXV3h6+uL/fv3K56ABwQEwMHBAXZ2drLcSUA3EMXf3x+urq7Izs5WvFViXD4+Pli1apWQy8HBAeXl5TwfjZWDgwPc3Nzg4+ODQ4cOKZ7oVsVVp04duLq64s6dOzxzkJWnpyfnWrNmjeyJmrm5Ob9fFRUVOHDggEGuI0eOKJ5Q+vv7w8HBAfb29rLBNIBuUAu7XyIuDw8PODk5wcfHB2vXrpW9bWBcDg4O0Gq1sqEkgG5Qi4eHB7y8vHDs2DHFE0p/f3/Y29vD0dERGzduFHK5uLjg/v37OHfunEGudevWyZ6em5mZ8ftFRDxPjlXt2rXh6ekJLy8vnDhxQvF2sE6dOnBwcICTkxM2bNggW6tWrRoCAgLg4uKCBw8e8IxGVu7u7nBycoKvry/Wr18vexos5QJ0b3hEXBqNBidPnhRy2dvbQ61Wy3JNpVxqtRp5eXmKAR6urq5wdnaGn58fNmzYIHsazLgcHBygUqlkQ28A3aAWjUYDjUaD06dPK94O+vr6wtHRUchlZWWFwMBAqNVqPHr0iGdHirjY8CQpV1BQEBwdHYVctWrVgpeXFzw9PXH27FnF20FfX184ODjA1dVVNihKyuXs7Iz8/Hwhl5OTE/z8/LBlyxbFmzJ2vywtLbFr1y4Fl7e3Nzw8PHD+/HnFWzgfHx84OjrCzc1NlgML6AaiBAUFwcnJCQUFBThx4oRs3cXFhd+vrVu3Kt5IMS4rKyueYczK1tYWPj4+cHd3x8WLFxVv4RiXu7s71qxZ86e41Go1nJ2dUadOHWzfvl3xhiUoKAgODg6oXr26bNgToBvU4uPjAw8PD1y6dEnxFs7b2xuOjo7w9PSUDfcAdANRgoOD4eTkhKdPn8oG/QC6gShqtRp+fn7YuXOn4k0G47K2tsb27dtlazY2NvD19YW7uzuuXr2qeNv1R7gcHR3x7Nkz6GsiKdfu3bsVb+uDgoJgb28PGxsbbNu2zSDXtWvXFG+7vLy84OjoCI1GI+Ri/47Pnz/n2aQirj179vwprSLVBP8/tIq9vT1sbW2FXOzsvXXrlqIDpiqtwu6XMa3i4+ODgwcPKt4+/xWtItUE+lxSTWBIq7i7u8Pb21uoVYxpAqlWycnJwcWLF2Xr0rPXmFaprKxUaAKmVby9vXH06NE/rVXY2Xv37l2cP39etu7u7g5nZ+e/rFWOHz+u6LBimsCQVklJSUFGRgbS0tJkw4lehvofyfH8q2X64CkuU46nqUxlKlOZylSmMpWpTPXvrE6dOiErK0s2tfffXIY+eIoduqb6X61u3bqBiHisgbS8vLxgb2+PmjVrKt7OWFlZwdvbG2q1Gnfu3FE8DVar1XBwcICnp6fiSR/w+5OasrIyxVN9W1tbqNVq/uZHn0uj0cDe3h61atVSvJ2xtLSEj48P1Go17t69q/BkODs786fB27ZtU3gI2NubyspKxdNzxqXRaHDq1CnF003GZWdnhz179gi5nJ2d8eDBA8XTYCcnJ/40WMTl5+cHBwcHIVfNmjXh6uoKT09PnDlzRvF009PTE/b29rC3t1e8nbGwsICvr2+VXF5eXti2bZviIYWfnx8fu6//VN/GxgZubm5/icvJyQkPHz5UvLl2dHTkXDt27FD4q/4IF3vzo++t8fDwgL29PRwcHBRcKpUKfn5+cHJywqNHjxRPqdkbSW9vb+zYsUPhF2JcZmZmircNNWrUgLu7Ozw8PHDhwgXFU1fG5eTkpHhrxLgcHR3x+PFjxVNqxuXl5cUjEaTl6+sLe3t7qFQqxdsGa2treHh4wN3dHZcvX1Y8dXV3d+fXN8b15MkTxVNq9rTW29sbu3fvVvhfGJeFhYXibUNVXG5ubnBwcIBarVa8zTI3N+dchYWFijfq7D57eXlh3759Cs+ir68vateuDSsrK8XbhurVq8PT05O/kdL3jzIuFxcXxdssKReLUpBW7dq1+ffX/v37FW88fXx8YG9vb5BLo9HA1dUV169fV7whdnV15W9ijXGxOCpDXAcOHFC88fTx8UHt2rVRvXp1xVuQatWqQaPR8C4VfZ8m43Jzc1O8ZTMzM+NnyfPnzxVv+u3s7ODs7AwvLy8cOnRI4XVjXNbW1oqOjWrVqsHLywsuLi64deuWgsvFxYW/wTHGVVJSoogVq1WrFpydneHt7Y3Dhw8r3sSys9fGxkbxFoSdvS4uLrh9+7biDbFarYajoyM8PDwUZ6+ZmRk/S0pLSxVcdnZ2/N/x6NGjCj/3H+F6EU0g5RJpAna/2Jsf/TexGo0GDg4OsLW1/UuawJhWKS8vV0TBSLXKyZMnDWoCY1rF2dkZ9+/fV7y5dnJygpOTU5VapaKiQsFVs2ZNuLi48G4Q/e6s/w2totVqcfz4cYNcf0UT5OXlKd5c/1GtQkQKLhsbG7i6ukKj0eDs2bOKN7GMy8HBQdFJ8j+lVarSBMa0iqOjo4JLpVKhadOmyMjIQEZGhixy7KUuUf/t3/Vl8ngaLuZZNORF+uSTT2ReJOlo94KCArK3tzfoRZo9ezb31uh7kbRaLTVo0IB7fvRHqJ86dYoAyLxIUs9Pz549DXqRCgsLydHR0aAX6ZdffpF5kaSeH61WS02aNOGeH30v0pkzZ8jMzMygF6l3797c86Mf91JUVETOzs4GvUjz58/nnh/RCPXExETu+dH3Il24cIHMzMzI3Nxc6EXq168f9/zoj1B/9uwZubi4GPQiLVq0yKgXqVmzZtzzo+9FunTpEpmbm8u8SFKuAQMGcM+P/gj14uJicnNzM+hFWrp0qcyLpD9CvVWrVtzzo+9Funr1KqlUKoNepEGDBhn0IpWUlJCnp6dBL9LKlSuixMC7AAAgAElEQVRl/mR9L1KbNm2450ffi3T9+nWysLAw6Jv+7rvvDHqRSktLycvLy6AXac2aNUZ9023btuWeH30v0q1bt8jS0pJ7kYYPHy7zIg0ZMoR7fvTjXsrKysjX19egF2nDhg0yf7K+F+nVV1816JvOyckhKysrmT9Z6kUaPny4QS9SeXk51alTx6AXacuWLUa9SK+//rpBLxLzLBryIv34448GvUgVFRUUGBjIvUj9+vWTeZG2b9/OuZgXSer56dSpk0Hf9P3798na2tqgF2n06NHcB6wf91JRUUEhISEGfdO7du0iADIvktSf/NZbbxn0IuXm5lKNGjW4P1nfNz1+/HiFb5r5kysrKyk8PFzmT5bGvezdu5dzieJe3nvvPYP+5IcPH1LNmjUJAMXHxyt805MmTeL+ZP24F6lnkfmTpb5pNl/BwsJCGPfC5iuo1WpF3AubrwADvmk2X8HGxobat29Ps2fPlnHFxsZyf3Lv3r1lvukjR45wLlHcC5uvINIEbL4CAFncCztLZs6cadA3LZ2vwPzJUt800yoqlYprFak/mc1XYJpA6ptm8xUMaRU2X4FpFak/WTpfQaRV2HwFplX0NQGbr+Dk5ETvvPOOTKs8ffrUqFZh8xWkmkCqVdh8BalWYWfv2bNnFVpFGvfC5itIfdNME7D5ClKtItUEbL4C0wT6EXBJSUlGtQrTBAkJCQpNwOYriLSKdL6CSKuw+QqG/MlsvoJUq7Cz9/LlyzKtoh/3wuYrGNIqbL4C0yrSCDg2X0E6S0XKxeYrMK0i1QRsvoJUE0i1CpuvINIqL2vBgMfT9MHzH1Lz5s0z+I36/PlzyszMFGYoEukEkCiXiFVWVpYwl4hI98Ok/wMkrfnz5xvMJSouLqbMzExhXhIR0c6dO2nq1KmKDEVWY8aMEWYoEumy10R5SawWLFggzFAk0n0gyczMFGYoEumGSYgyFFmNHTtWmKFIpBP++mJfWr/99pswQ5FI94Fk8ODBMrEvrb179wozFFmNHz9emKFIpBP++sOIpLV48WJhhiKR7gPJ4MGDZaJaWvv37xdmKLKaMGGCMEORSCf8DWUoEuk+tIoyFIl0H0iGDBlikOvQoUPCDEVWkyZNEmYoEumEv6EMRSLdASXKUCTSCf+hQ4cKMxSJiA4fPizMUGQ1ZcoUg4MHcnNzaciQIcIMRSLdh2n9YUT6XKIMRSLd8A1RhiKradOmycS+tPLy8mjw4MHCDEUiotWrVwszFIl0H0iGDRsmzFAk0glZ/WFE0po+fbowQ5FIlxM7ePBgYYYike5DvihDkXF9//33wgxFIt1DN1GGIqsZM2YIMxSJdMI/MzNTmKFIpBuYJMpQJNIJ2eHDhwszFIl0D91Eec+sZs2aJcxQJNIJ/8zMTGGGIpHu4YMo75lxjRgxQpihSKQbCiLKe2Y1e/ZsYYYike4hZWZmpjBDkYho06ZNwlxlxvXDDz8IMxSJdENBRBmKrObMmSPMUCTSfSDJzMwUZigS6R6KiDIUGdePP/4ozFAk0j0MFOU9s5o7d64wQ5FI95AyMzNTmKFIpMvQFmUoMq5Ro0YJMxSJdA8DjWmCv6JVduzYYVSrjB492qBWuX79ujDvmdUf0SqGNMGuXbuEec+sxo4da1Cr3Lx506gmWLhwYZVaxZAm2LNnj1GtMm7cOINaJTs7W/EAUFqLFi2qUquIcpWJdJnjVWkVQ5ogJydHmPfM6q9olQMHDhjVKhMnTjTIde/ePaNaZdmyZVVqFVHe88tchj54mjye/5CqrKw0mOVUWVkJc3Nzg/lCxvZqtVoQkdFrG1r7O7mICFqt1sRl4nqpuP7ItU1cLzcXa08zlB1p4jJx/VVN8E/k+qf+zjZx/Xu4KisrDWaA/p1cL2sZ8niqMjMz/9cgZsyYkdmtW7f/tf+9/0s1YMAATJs2Dc+fP4eHhwdsbGz42tOnT5GQkIDz58/DysoKnp6esh+A+fPno0+fPsjPz4ezszMcHBxk13711VexefNmaLVaaDQaWTD52bNnkZaWhrt373KfovSHZ9CgQZg8eTKeP38Od3d31KxZk689e/YMCQkJOHfuHCwtLRVcv/32G3r16oX8/Hze+y+tDh06YMOGDaisrIRGo5GF8164cAFt2rTBnTt3ULNmTbi5ucm4vv32W0yYMAHPnj1TcBUXFyMhIQFnzpwRci1ZsgQ9e/bEo0ePFFxmZmZ44403sG7dOlRWVsLT01PGdfnyZbRq1Qo5OTlCrsGDB2PcuHF49uwZ3NzcYGtry9dKSkqQmJiI06dPw8LCAp6enrJfgitWrMAnn3yCR48ewdHREU5OTjKuzp07Y82aNaioqFDcr6tXr6Jly5bIycmBjY0N3N3dZVzDhg3D6NGjUVRUBHd3dxlXaWkpkpKScPLkSahUKmg0GhnXqlWr8PHHH+Phw4fcK8GubWZmhrfeegsrV65ERUUFPD09Ub16db73xo0baNGiBbKzs4VcI0aMwKhRo1BUVKS4X+Xl5UhKSsKxY8eEXOvWrUPXrl3x8OFD7m+Ucr377rtYvnw5ysvLFVzZ2dlISUnBrVu3uIdDKsR+/PFH/PDDD3j69Cnc3NxQq1YtvlZRUYHk5GQcO3YM5ubmCq5Nmzbh/fffR15enoILAD744AMsWbIEZWVl8PT0hLW1NV/LyclBcnIybt68KeQaPXo0hg8fjqdPn8LV1VXGVVlZiZSUFBw+fFjItWXLFrz77rvIy8uDvb09nJ2dZVxdu3bFokWLhFx3795FcnIybty4wX2dUq5x48Zh6NChKCwshKurK+zs7PiaVqtFs2bNcPDgQZiZmUGj0ciCtnfs2IG33noLubm5Qq6PP/4YCxcuRGlpqYLr/v37SEpKwvXr14VcEydOxODBg1FQUCDkatGiBfbv3y/k2r17Nzp37ozc3FzUrl0barVaxvXpp59i3rx5KC0thYeHB2rUqMHXcnNzkZiYiGvXrqF69eoKrilTpuDbb79FQUEBXFxcULt2bRlXamoq96Ppc+3fvx8dO3bEgwcPYGdnBxcXFxlXz549MXfuXJSUlMDT01PG9ejRIyQmJuLKlStCrhkzZmDQoEF48uSJgouIkJqayn1f+lwHDx5Ehw4dDHL17t0bs2fPRklJieJ+5efnIyEhAZcvX0a1atXg6ekp45o1axYGDhyIx48fQ61Wc+8440pLS8POnTtBRIoz7ujRo3j11Vdx//591KpVS3HG9e3bF7NmzUJxcbHi7H3y5AkSEhJw6dIl4dk7Z84cfPnll0IuAMjIyMD27duFXCdOnEC7du1w7949IVf//v0xffp0FBcXw93dXcZVWFiIxMREXLhwQcg1b9489O3bF48fPxZqgnbt2mHr1q1CTXD69GlkZGTg7t27sLW1VZxxAwcOxNSpU4VapaioCImJiTh//jwsLS2h0WhkXAsWLEDv3r0NapX27dtj06ZN0Gq1irP33LlzSEtLw507d2Bra6u4X19//TUmTZpUpVZhZ6+Ua9GiRUa1yuuvv16lVjGkCb777rsqtQrTBPr3a+nSpfjss88MapVOnTph7dq1Qk1QlVYZMmQIxo4dK9QqpaWlSExMxMmTJ4VaZeXKlejevbtBrdKlSxesXr1aePZeu3YNLVu2xO3bt4Wa4Pvvv+daRZ+rrKwMSUlJOHHihFATrF69Gt26dTOoVd5++22sWLEC5eXl0Gg0L6xV9M9efa2if79e1ho8ePC9zMzMGYoF0WvQv+vL1GpruJh3C4Awx3Ho0KEEQOhHknq3AGWOI/NuQeKTkmYjsbw5CPxIzLvFuPRzHJl3i3FJs5HKy8vJ39+frzM/EmuTYN4t6PmRWJsE824xLmmOI/NusXX9HEfm3QKUOY5S7xagzHFkeXOMi/mRWEtn586d+bp+jqPUuwUocxyZd4txSXMcKyoqeN4coMxxZN4txqWf48i8WxD4pHJzc8nGxoavx8fHy/xIzLsFKHMcpd4tQJnjuG/fPr4mynFk3i1AmeMo9W4ByhxHljcHPT/SgwcPZN4tQJnjyLxbjEvfO83y5gBljqPUuwWBH4l5txiX1DstzcbFf31SUj8Sy8YFIMxxZN4tQOmdlnq3IPAjsWxcQJnjKPVuAcocR+bdYlz63unPPvtMxiX1Tku9W4DSO828W4xL6pOS5s0ByhxH5t1iXPreaebdApQ5jixvjq3r+5GYdwtQeqel3i1AmePI8uYACHMcmXcLUOY4Sr1bgNI7zfLmALF3mmXjAsocR+bdYlz63mmWNweBH0nq3QKU3mnm3WJc+jmOzLsFKHMcr1y5QiqVinPpe6eZdwtQeqel3i1A6Z1evnw5XxPlODLvFqDMcWTeLXbG6ec4fvPNNzIuaY6jNBsXUHqnWTYu49L3Tqenp/N1fe80y8ZlXPo5jiwbF1B6p0tLS8nHx4ev63unWTYuIPZOs2xcQOmdzs7OFmoCplVYNi4g1iosGxdQ5jiybFzGpZ/j+Nprr/F1kVapVq0aX9f3TrNsXMalr1VYNi6gzHFk2bjs7NXXKiwbF1B6p+/duyfTKvreaZaNCyi909JsXECnVaTe6aq0CsvGZVwffvghrVixgoqKing2LlvX906PHTuWr0m907m5ubJsXECnVaTeaZaNy85efa3yzjvv8HWmCZh3mmXjsnV97zTLxmVc+lqFZeMCOq0i9U6zbFzGpa9VWDYu42LeaaZVbG1t+brUO63VamnKlCl8jWmVn376SWjzeFkKplbbf27Vrl0bWq0WRUVFiulkgO5JjUqlUkznZKVSqXh7g6gsLCwM7mXtAfpTvqR7KysrTVx/kItF4/zbuAAY/bf4/8H1R75HjO01Nzc3+v/ZxPXH9xr73v07uczMzGBubm7i+hNcL/o76N/M9XecJf9ULnZtE9fLzWXSKkquv+PsNTMzQ7169fhk24iIiJemJdeU4/kPLvYNbSpTmcpUpjKVqUxlKlOZ6t9RlpaWSEpKQkZGBjp37ixrTf43lynH8x9cR44cQVFREVq1asWz6iwtLZGcnIykpCRERERg3759+OGHH/geV1dXpKenIyYmBpGRkfjwww9leYb16tVDamoqgoODUVFRgXfeeYev2draolWrVmjUqBEiIyMxefJkrFixgq8HBgYiIyMDwcHB8Pf3R5s2bXhWnaWlJRITE5GSkoKwsDAcPnwY33//Pd/r4uKC9PR0xMbGIioqCt26dZPl4NWtW5dzERHeeustvlazZk3OFRUVhWnTpmHp0qV8PSAggHMFBgYiLS2NZ8IxruTkZISHh+PYsWMYMmQI36tWq2Vcn3zyiSxvLj4+Hq1atUJISAgsLCzQqVMnGVfLli3RuHFjREZGYtasWVi0aBFf9/f351zBwcFIS0vjmXAWFhZISEhASkoKwsPDcerUKXz33XcyrrS0NMTFxSEqKgo9evSQ5afFxcWhdevWCA4OhpWVFTp27MjXbGxs0LJlSzRp0gQRERH4+eefsXDhQr5ep04dZGRkICQkBMHBwcjIyOCZcBYWFmjatCmaNWuG8PBwnD17Fl9//TXf6+zsLOPq3bu3LHcrNjYWqampCAkJgbW1NTp06MDXatSowbkiIyPxyy+/4Ndff+Xrvr6+yMjIQFhYGEJCQtC2bVueE6tS6XKvmjdvjrCwMFy8eBEDBw7ke52cnJCWlob4+HhERkaiX79+sszL6OhotGnTBsHBwahZsybat28v42rRogWaNm2KiIgILFiwAHPnzlVwhYaGIiwsDO3atePZayqVCk2aNOFcV69eRf/+/fleR0dHzhUVFYX//Oc/sqzEqKgozmVnZ4dXXnmFr1lbW8u4Fi9ejNmzZ/N1b29vZGRkIDw8HGFhYXj11Vd5xplKpULjxo05182bN9G3b18ZV5s2bVC3bl1ERkbiq6++kmX/RUZGci4HBwe0a9eOP9G1trZG8+bN0bRpU0RGRmLZsmWYOXMm3+vl5cWf4IaHh6N9+/Y899Tc3ByNGzdGixYtEBoaiuzsbPTp04fvdXBw4FxRUVH49ttvZZlxERERSEtLQ3BwMJydnZGRkcEfzlWvXl3GtWrVKkybNo3v1Wg0nCsiIgIdOnTg+aLm5uZo1KgRWrRogbCwMNy5cweff/4532tvb4/WrVujfv36iIqKQmZmpiwXNTw8nHO5uLggIyODP12vXr06mjVrhsTERISHh2PdunWYPHky3+vp6YmMjAxERkYiIiICHTt25Pmi5ubmaNiwIVq2bImQkBDk5uaiR48efG/t2rVlXMOGDZPlVoaFhSE9PR1BQUFwc3NDeno656pWrZqMa9OmTZgwYYKMKz09HVFRUYiIiEDnzp15XqaZmRkaNmzI/x3/H3vnHVXVtX3/SQcRUZFmb6CIWLHF3nuaGpOYxERfYosmGo3GaGKJPRobYu9dY+8dS7DS7SIdAREE6W39/jhvb8++Z5+L0Zfvy++FNcYd4yU7+zjfUdzznrPm+qSkpGDEiBF8r729PXr27ImWLVuiQYMGmDt3Lk6dOsXX69Wrx3VVqVIFvXr14m8FrKys0KlTJ67rzJkzWLx4Md9bqVIlrqtBgwYYNGgQ52WamJigZcuW6N69O+rWrYv09HSo50fY29ujR48eaNWqFRo0aIAFCxbg+PHjfN3DwwN9+vSBu7s7qlevjt69e3N+raWlpXD2XrhwAb/++ivfW7FiRfTp0weNGjVCgwYN8Nlnn3H+o4mJCVq0aIFu3bqhXr16yMzMxNChQ/neMmXKCLp+++03HDlyhK+zv6fd3d1Rs2ZN9OrVC7m5uVxXhw4d+Bl36dIlzJ8/n+9lv+/ME3zxxRecZ8jeujBdubm5+Pzzz/leOzs7QdeyZctw8OBBvl6nTh2uy83NDT179hS8ilqXv78/5syZw/caepV//etfAuOYeQIPD49ivcqKFSuwb98+vs68Sp06deDm5mbUq9y4cQO//PIL3/sqXoV5AgAYNGgQX2NepXXr1vDy8sLq1auxZ88evs48gYeHh8armJubC7oCAwMxffp0vtfQq4wcORKhoaF8vWnTpvx+/VmvYugJ+vTpgxcvXnBd7dq1Q+fOneHp6YmQkBD89NNPgq7evXtzXWPGjBHYpU2aNEHPnj3h4eEBCwsLDBw4kK8ZepVNmzZh27ZtfL1mzZr87PXw8EDfvn05J9bMzEzQdfv2bcGrqD1Bw4YNMXbsWIEb3rhxY67LmFfx8vLC1q1bsWXLFr7+ql6lXr16ePDgASZNmqTR1adPH3Tr1k3IhP7jS9Z/+1d9SjKe+jV37lwp94pIGdXs7u4u5V4RKaPTDfNc6ho4cKCUe0WkjJC2s7OTcq+IFBSLjHtF9JInx3JmhqPwL1y4IOVesRo0aJCUe0VElJiYSGXKlKH27dvTggULBO4VkTJGXMa9InrJk5Nxr4iUEeV63CsiosGDB0u5V0QKVsLe3l7KwiRSxnXLuFdMV4MGDXjOzN/fX9Dl7+9PNjY2Uu4VEdGQIUM498pwFP6zZ8+oXLlyUu4VEZGvr6+Ue0X0kifn5eVFP/zwg2YU/vXr13W5V0REX331lZR7RaRgJcqXLy/lXhEpSAp1zkw9Cr+oqIiaNWtG9evX17AwiRQMh7W1tZTRSaSwbxmj03AUflpaGlWoUIHnuQxH9K9fv57nzAxH4TP2raenJ02cOFEzoj84OJisra01OTNWo0ePlrIwiRSshKOjI7Vq1Uo6on/Tpk1SRifT1aZNG57nMhzRHxoaStbW1jxnZjgK/9tvv6WKFSvSsGHDNNiejIwMcnZ2ljI6iRSUAcuZyUbht2/fXpM9Z3X37l2ysbGRMjqJFPatjIVJpGAlXF1dNTkzVrt27eI5M9ko/M6dO2uy56zu379PNjY2UkYnkcK+ZXkuQ2xPdnY2VapUiefMDLE9e/fu5YxOGbane/fuPHtuOKL/0aNHVKpUKeratasU2/Pjjz+Ss7OzkD1nlZOTQ1WrVuU5M0Nsz4EDBzR5LnX16tVLyugkUnAXpUqVkjI6iRT2rYzRSUQ8k8hyZobYnsOHD2vyXOp6++23pYxOImV+gq2tLXXu3FmK7ZkxY4YmZ8aKZRJZzswQ23P8+HEpC5PVe++9JzA61WdvbGws2draSrndRAr7VsboJCI+P4HlzAw9wenTpwVut6GuAQMGcEanoSeIj4+n0qVLa7LnrObPny94FUNPUKdOHWrcuLGGhUmkoN+MeZUPP/yQexVDbE9CQgLZ2dlJud1ECoqFcbuNeRVDbjeRglMx5lU++eQT7lUMPUFSUhKVKVOGZ88NvcqSJUuMehUvLy8pC5NIQawZ8yqff/65lNtNpLBvy5Ytq+tVli9fzr2KzBM0atRIyJ6rdV29etWoVxk6dKiU202ksG/LlSvHs+eGXmXlypXcqxhie5hXYdlzQ69y48YNwasYeoJhw4ZpsuesUlNTycHBQderrFmzhnsVQ2wPm58g43b/kwslHM+/d929e1f3D2paWpou94pIYXHKuFdEyl9shj/Y6oqPj5dyr15Vlx73iumS8aWIlB/U4nTJ+FKs7t27p6vrxYsXutwrIsUgva6uJ0+eFKtLj+P04sULXe4V0yXjS72KroSEBCn36lV0ZWRk6HKviBSm6pvoknGvWN2/f19XV2Zmpi6jk+mSsTBfRVdiYqKUhanWJWNOEhEfSKJXkZGRUhYmK2O6kpKSpCzMV9GVnZ2ty8IkUgz46+p6+vSpUV0PHjzQ1ZWTk6PLwmS6ZCxMtS616VFXcnKy0eENDx48kDIniZQvO3osTCKFg/e6up49eyZlYbJ6+PChrq68vDxdFibTJWNhvoqulJQUjak21CVjThIpX3YMTbW6YmJijOq6e/euUV0yFiarR48e6eoqKCige/fu6f7ZjY2NlTI6X0VXamqqlIWp1qV39hYUFOgyOpkuY4B5Y2fv8+fPX1tXYWGhUV1xcXGvreu/6VWMeYL09PS/rVcpzhO8iVd5E09gTNd/0xO8iVfRY9MSKZ7gdXVlZWUZ9Sr/1NL74ikHOZXU/2kRESIiInh7pmGlpqYiNjZWNwcaGxvLWwINKycnB9HR0byNyLCSkpKQkJAgDUwTESIjI3V1PX/+HLGxsbpB7ri4OKO6oqKieBuRYT19+lRXF6CMvmYtIq+j69mzZ9K13NzcYnU9efJEV1dkZKSurrS0NKO64uPjdXXl5eUhIiKCtzf9WV1RUVG8zdaw0tPTi9XFWjsNKz8/36iu5OTkN9alF/Z/8uSJrq6CggJERETwtqv/a116v4/F6Xr27JlRXdHR0bwFybBevHhRrK6nT59K1woLC/H48WNkZWXp6oqPjzeqi7Ug6enKz8+XrickJBSry9j9Kk6X3v3KyMgoVhdrHTasoqKiYu9XXFzca92v4nQlJiYa1RUREVHs76PeWRITE6OrKzMzE7GxsbpnSWJiIhITE6VrRITHjx/zdkPDSk1NRVxcnFFdqampurqio6ON3q/idBk7e43pio2N1dWVnZ2NmJgYo2evMV0RERFG75cxTxAXF2dUV1RU1Gt7AmNehZ29xnQV5wleRxfw13mCN/UqxjzB8+fPERcX99peJTIy8i/T9br3Kz8/H5GRkUa9SnG69M7eV/FQxjyBMV2v4gn0zpLiPEFJiVXC8fwblImJCdavX493330XFy9e1LC3rK2t0bp1ayxYsAB3797VsLdu3bqFFi1a4MiRIxommIWFBb7++muMHj0at27d0rC3srKyUK9ePWzZsgURERECE8zExASbNm3C22+/DT8/Pw17y9raGm3btsW8efNw584dja6goCA0b94chw8fxpMnTwT2loWFBb799luMHDkSN27c0LC3srOzUa9ePWzatAkREREaHufWrVvRt29fXLhwQcPesra2RocOHTB37lzcvn1bw94KDQ1Fs2bNcOjQIc4vZYwrc3NzfPfddxg+fDhu3LihYW/l5eWhXr162LhxIx4/fqzRtXPnTvTu3Rvnz5/XsLdsbGzQqVMnzJ49m+tSs8ru3r2Lpk2b4uDBgxp+qbm5OSZNmoSvvvoK169f17C38vPz4enpifXr1+Px48ca9taePXvQs2dPnD17VsPeYhnDmTNnIiwsTMMEu3//Ppo0aYIDBw4gLi5OYFyZmZlhypQpGDp0KK5du6bhhBYWFqJ+/fpYu3YtwsPDNeytffv2oXv37jh79qyGvWVjY4Pu3btjxowZXJeaCRYeHo7GjRtj//79Gn6pmZkZfv75ZwwZMgRXr17VMMGKiorg5eWFNWvWSHUdOnQIXbt2xZkzZzScUBsbG/Tp0wfTpk1DaGiohlX2+PFjNGrUCPv27UNMTIzA4zQ1NcXMmTMxePBgXL16VcMJJSI0aNAAq1atwqNHjzQ8ziNHjqBLly44ffq0hhNqY2ODd955B1OnTkVISIiGxxkdHY2GDRti7969Ul1z5szBZ599Bn9/fw0n1MTEBI0aNYKvry8ePnyo0XXixAl06tQJp06d0nBCbWxs8P777+PHH3+U6oqLi4OXlxf27NmDmJgYgcdpamqKBQsWYNCgQfjjjz80nFBTU1M0atQIPj4+ePDggYbHefr0aXTo0AEnT57UcEKtra0xYMAA/PDDDwgODtZwQhMSElC/fn3s3r0b0dHRgi4TExMsWrQIH3/8Ma5cuYL09HQ4OztzXebm5mjSpAmWLVsm1XXu3Dm0b98eJ06c0HBCra2t8dFHH2HixIkICgrScC+TkpLg6emJXbt2ITo6WuBxmpiYYMmSJRg4cCCuXLmi4YSam5vD29sby5Yt4zk7ta6LFy+ibdu2OH78uIbHaWVlhU8//RQTJkxAYGCghhP67Nkz1KtXDzt37kRUVJRGl4+PDz744ANcvnxZwwm1sLBA8+bNsWTJEty7d0+j6/Lly2jdurVUl6WlJYYMGYJx48YhICBAc79SU1NRr149bMF/LO8AACAASURBVN++HVFRUQIn1MTEBCtXrkT//v1x6dIlDY/T0tISLVu2xG+//YZ79+6BSORxXr16FW+99RaOHTum4YRaWlriyy+/5JkzQ05oWloaPD09sW3bNkRGRsLKygqVKlXiZ+/atWvx/vvvw8/PT6PLysoKrVq1wsKFC3H37l2NruvXr6Nly5Y4evQoEhIShLPX0tISI0eOxJgxY7guNSc0IyMD9erVw9atWxEZGanxBBs2bOBexdATWFlZoU2bNpg/f77UqwQEBHCvYsgJtbCwwOjRozFq1CjcvHlT6lU8PT2xefNm7gnU3MvNmzfj7bff5p7A0Ku0a9dO8CrqszckJATNmzfnnsDQq4wdO1bXq+Tk5AhexZATum3bNvTp0wfnz5+XepWOHTti9uzZuHPnjsarhIWFwdvbG4cOHZJ6ggkTJmDYsGG6XsXT0xMbNmxAeHi4hhO6a9cu9OrVC+fOnZN6lc6dO2PWrFlSr3Lv3j00bdqUewK1LjMzM/zwww9GvUr9+vW5VzHkXu7du9eoV+nWrRv3KoZn74MHD9CkSRPs379f6lWmTp0qeBW1LrVXefTokcYT7N+/36hX6dmzJ6ZPn849gSEn9J9YehzPkqm2f4PatWsXnj59itGjRwv/3sPDA23atEHFihURHByMAwcO8DVLS0t06tQJtWrVgru7O37++WfhSXXFihXRtWtXODk5IS8vD0uWLOFrbABCkyZNULVqVezatQuBgYF8nQ1AcHJyQtWqVYUhKoAyAKFt27aoWLEiQkNDhbA/G8xQu3ZtuLu7Y/r06cITTqbL0dERhYWF+O233wRdzZs3R9OmTVG1alXs2bNHCImXKVMG3bt3h7OzM6pVq4YJEyYIuurUqYN27drB1dUVd+/eFcL+bDCDm5sb3N3dMWPGDOGJnaurK9cFAAsXLhSurda1f/9+XL9+na+xAQguLi6oXr06JkyYIDw1c3d3R/v27eHi4oIHDx4IYX82mIENbZg9e7bwNsPFxYX/PjITrq5mzZqhadOmqFatGg4ePCgMtLGzs0O3bt3g4uKCmjVrYsKECcKTaDc3N3To0AHOzs549OgRdu7cKehq164dHzA1b948PqAFUAYzdOvWDY6OjrCwsMC8efMEXd7e3vD29kbVqlVx5MgRYaANG4BQsWJF1KxZE+PHjxd01a5dm+uKjIwUhhCwAQgeHh5wc3PD/Pnz+YAWQBmA0L17dzg6OsLKykoYcgEogxmaNWuGKlWq4MSJE7h06RJfYwMQKlWqhFq1amH8+PHCk9VatWqhY8eOcHZ2RnR0tDCEgA1rqlevHmrXro2FCxciNjaWrzs6OnJdpUqVEgZyAcoAhBYtWqBKlSo4deoU/Pz8BF1du3ZF5cqVUatWLUyYMEF4slqzZk2uKz4+Hhs3buRrbACCp6cnatWqhSVLlvABLYAyAKFHjx6oUKECSpcuLQzfAJRhTUzX2bNncf78eb7GhjVVqVIFbm5uGD9+vPDWqUaNGlxXYmKiMDCJDWuqX78+atWqhWXLliEiIkLQ1b17d1SoUAH29vbCoDBAGdbUqlUrVKpUCRcuXBAG7ZQqVQpdunRB1apV4ebmhu+//154K1C9enV07NgRLi4uSEpKwrp16wRdbGBIzZo1sWLFCoSHh/N1BwcH9OjRg5sO9aAwQBnW1KpVK1SuXBkXL17E6dOn+Rob1lStWjW4ublh4sSJwtP3atWqoVOnTnB2dsazZ8+EQU5sWFODBg1Qo0YNrF69WhgmV758ef7ny9HREVOnThV0eXl54a233kKlSpVw5coVnDx5kq+xYU3Vq1eHm5sbJk2aJLxhrlq1Kjp37gwnJyc8f/4cq1atEnSxwS81atTAunXr+BdHQBnWxHS5uLjgxx9/FHTVr1+f67p27RqOHTsm6OrcuTOqV68Od3d3TJ48WXgDWKVKFXTu3BnOzs5IT0+Hr6+voKtVq1Zo1KgRqlWrho0bNwqDY8qWLcv/3Lu6ump0eXp6onXr1qhUqRJu3LghDABiw5pq1KgBd3d3TJkyRXhzVLlyZXTp0gVOTk7IzMwUBkyxYU2NGjVC9erVsWXLFmFwjFpX5cqVhWElgDKsiXmCgIAAHDp0SNDFzl43NzdMnTpVeHNUqVIlfsbl5uYKA6bYsCama/v27cKQOzasydHREVWqVMHEiRMFXR4eHmjbti1cXV0REhIiDCs09ASv41UaN26MatWqYffu3cKQu1f1Kq6urrh9+zZ+//13QZfaExh6FVdXV37GFRUVYdGiRcK1mSeoVq0a9u7dC7W3fVWv4uLignv37glehXkCNjBp5syZwls8FxcXrsvExEQYfKXWVZxXqVGjBsaPH6/xKsxDybxK+/btuSeQeZVu3bqhQoUKMDMz03gVb29vNGvWDFWrVsWhQ4fg7+/P19iwJldXV6kncHNz4x4qPDxcGKLIhjUxXfPnz8eTJ0/4utqrWFpaCkM6gZeeoGrVqjh69CiuXLki6FJ7lQkTJgieoHbt2lxXVFSUMESReRWGUalVqxb+aVWCU/kbVwlOpaRKqqRKqqRKqqRKqqRK6n+v6tatiw8//BDjx4/nb/H/10vvi2dJxvNvUE2bNkWTJk2ka5aWlihbtixvGTGs0qVLw8nJibdAqMvU1BSlS5eGs7OzdG+pUqXg4ODAWw1k6y4uLtI1Kysr2Nvb89aM19Hl5ORkVJfe+GljuiwtLYvV5ejoKG2BMDExKfZ+lS9fXleXra0tb895XV2sze/P6LKxsUH58uV5m5+eLlNT7Y+7hYUF7O3tdblSr6JL7/fiTXWVKVPmtXXZ2toWe79Ym5+eLtaS9Gd02dra8reaxq6tp6tcuXK6uti9lukyNzcv9n5VqFDhL9Pl7OxsVBfrJJD9uhUqVNA9iI3psra2Rrly5Xj7oZ4u1ir1n9Rl7O+gV9XF2kgNddnZ2RWri7XT/V/r0vs729bWFg4ODkZ1ubq6StesrKxe6YyT6TIzM3tjXcbOuFfRxdpI/4yuVzl73/R+6Z29f5Wu/4RXeRNdb+IJ3sRDGfME/22vUtzZK/MqzBP8r3mVV/EEf4VXqVy5MkaMGIFFixZh4sSJ/5gvnUZLNnHor/qUTLXVr0OHDhEAAiAd99y3b18CQKampppxz5GRkWRhYUEAOAJCPe55+vTp/NqG457z8vKoevXqBICsrKw4moJNgDt27BjfW7lyZRo+fLiApnj33XcJAJmYmGjQFNHR0WRpaSnoUiMgZs2axa9dr149AU2Rn59PtWrV4rp69uxJPj4+fFrtyZMn+V4ZmqJ///5clyGaIi4ujqysrAgAR0Bs3bqV65o7dy6/tiGagqFtAJClpaUGTXH27Fm+t2LFivTVV18JaIqBAwdyXQxNwRAQT548IRsbGwLAERBqNMWvv/7Kr22IpigoKKC6detyXd27dxcQEBcuXOB7ZWiKQYMGcV0tWrSgmTNnUlBQEBUVFVFiYiKVKlWKAHAEhBpNsXjxYn5tQzRFYWEheXp6EgCysLCgrl270tKlS/kEuEuXLvG9MjTFZ599xtcN0RRPnz6l0qVLc139+/cX0BTLli3jexmagiEgGNqG6TJEQPj7+/O9MjTFkCFD+HqzZs1o+vTpHE3x7NkzsrOzIwBSNIWvry/fa4imKCoqosaNGxMAMjc3p86dO9PixYv5tNrr16/zvU5OTho0xVdffcXXvb29adq0aRxNkZqaSvb29lyXIZpi9erVfC9DU5w9e5bratasGdfVqVMnAU0REBAg6Priiy8EBMSIESP4OkNAMDRFWloalStXjgBI0RTr16/nexkC4syZM5Sbm8vRNkyXIZoiKCiI75WhKUaPHi3oUuOq0tPTycHBgQAIaAo2rXbTpk18ryGuiqFtAJCZmZkGTREaGkomJiYEgKMp1AiIb7/9ll+b4aoYmiIjI4McHR25LkM0xbZt2/heNa6KTdFt374912WIprh79y7XxdAUu3fv5rrGjx/Pr81wVQxNkZmZSc7OzgRAQFOwabW7du3ie2W4qs6dO/MzjqEp2PTV+/fvk6mpKQGQ4qomTZrEr22IpsjOziZXV1euq2/fvrRq1Squa+/evXyvDE3RrVs3rssQTfHo0SMyMzMTdKnRFD/++CO/thpNUVBQQDk5OVSpUiUCQNbW1tSnTx8BV3XgwAHBExiiKXr16sV1MTQF8wSPHz8mc3NzAiDgqpiun3/+mV/bEE2Rm5tLVatW1XgCNq328OHDgicw9Cpvv/22xqswTxAVFWXUq8yYMcOoV6lRo4agS42rOn78uOAJDL3Ke++9J3gVtSeIjY3lXkWGq5o9e7bGq6g9AfMqak/AvMqpU6eMepUBAwZovArDVcXHx5O1tbWuV5k3b57Gq6g9gdqrGOKqzp07Z9SrfPjhh4JXUeOqEhISjHqVhQsXCl5F7QkY2obpMsRV+fn5GfUqn3zyicYTMK+SlJRk1KssWbJE41UYroph+PS8yuXLlzVeRe0JPv/8c8ETzJgxQ4PR+qcVSnAqf98qKiqikSNHCj9A6rp//74u741I+SGX8d6IlPHTH3zwgfADpK7Dhw9LeW9M19dffy3lvREpo/f79+8v5b0REf32229S3huRMn564MCBtHjxYima4tixY1LeG6sxY8YIZl9djx8/pv79+0t5b0RES5culfLeiBQkxcCBA6W8NyLlC6+M98Zq7NixUt4bkYLZ6Nevn5T3RkTk4+PDeW+GunJycujDDz+U8t6IFG6bjPfG6rvvvpMyYIkUPEO/fv2kvDci5YuS2uyrKzc3lz7++GMp741IOdxkvDdWEyZMkPLeiBTcQL9+/aS8NyLli5KMTUukICkGDRok5b0RKV/EZbw3VpMmTZLy3oiU8fn9+vWT8t6IiNauXSvlvREpSIpPPvlEynsjUg43Ge+N1eTJk6W8NyJlHHy/fv2kvDci5QucjPdGpKAfPv30UynvjUj5Is5MtUzXlClTpLw3IgUR069fPynvjUj5AifjvTFdgwcPlvLeiIiuXbsm5b2x+umnn6S8NyIFxdKvXz8pm5aIaOvWrVLeG5GCfvjiiy+kvDciops3b2pMtbqmT5+uy3tLSUmhfv36CQ8A1bVjxw6NqVbrGjp0qJRNS0QUGBgoZdOy+uWXX6RsWiIF4dGvXz/BVKtr165dUjYtkXKWfPnll1I2LRFRSEiIxlSra/bs2VI2LZGC8Ojfv7+UAUukfLE0NNVqXV999ZXwAFBdYWFhGlOtrnnz5knZtEQKKmPAgAFSBiwR0b59+6RsWqZrxIgR9Msvv0g9wd27dzWmWl0LFiyQsmmJFFTGgAEDaOnSpVJdBw8elLJpma5Ro0ZJ2bRECr7ImFdZtGiR8ABQXcyryBiwRERHjhzR9SpERF9//bWuJ3j06JFRr7J48WIaN26c1BOovYrME7yKV1E/AFRXRESEUa+ybNky4QGguorzKqdOnSrWq6gfAKrrVbyKMU/w0Ucf6XqVM2fOGPUq48eP1/UqMTEx3KvIPIGvr69RT2DMq5w/f17zAFBd33//va5XiYuL417FGK7qn1Z6XzxLMp4lVVIlVVIlVVIlVVIlVVIlVVIl9R8pvYxnCU7lb1CZmZkYNmwY0tLShPHhrI4ePYpVq1YJY81ZERHGjx+Pe/fuCePWWT18+BDff/89iAiVK1fW5FGWL1+O48ePC2PgWWVlZWHYsGFITU0Vxq2zOn78OHx9fTVIEVbff/89bt++LYw1Z/X48WM+uUw9bp3VihUrcPToUWHcOqucnBwMGzYMKSkp0vt16tQpLFu2TFfXpEmTEBoaKtUVGRmJcePGaZAirFatWoXDhw8L49ZZ5ebmYtiwYXj27BlcXV01uaIzZ85g6dKlmnHrrCZPnozg4GBhrDmr6OhofPvttxwpYqhrzZo1OHjwoDDWnFVeXh6GDRuGp0+fCuPWWZ0/fx6//fabZtw6qylTpiAwMFCqKy4uDt988w0fH26oa926ddi/f79UV35+PoYPH46kpCRhrDmrixcv4tdff9WgYVj9/PPPuHXrFsqXL8/HmrOKj4/H6NGjObrDMCezceNG7N27Vxi3zqqgoADDhw/HkydPpLouX76M+fPna8ats5o+fTpu3LghoE5YJSQk4Ouvv0Zubq503PrmzZuxe/du2NrawtXVVciUFBQUYMSIEXjy5ImAOmHl7++PuXPnasbTs5o5cyauXbuGcuXKaXQlJSVh5MiRHCliqGvbtm3YuXOngGBhVVhYiJEjRyI2Nlaq69q1a5g9e7YGwcJq1qxZ8Pf3F1AnrJKTkzFixAiO7jDM7+zYsQPbt2+X6ioqKsKoUaMQHR0tIFhY3bx5EzNnzoSpqSkqV66syRDOmTMHV65cQdmyZTW6UlJSMGLECGRlZUl17dq1C1u3bhWQImpdX3/9NaKiogQEC6vAwEBMnz5dg2BhNW/ePFy8eFFAsLB6/vw5hg8fjszMTKmuPXv2YPPmzVJdRIQxY8YgIiJCer+Cg4Px888/w8TERHq/FixYgAsXLkh1paWlYfjw4cjIyBBQJ6z27duHDRs2cKSIoa5vvvkG4eHhAoKFVVhYGKZMmQIA0vu1aNEinD17VkCwsHrx4gWGDRuGFy9eCGgYVgcPHsTatWsFBIta19ixY/Hw4UOprrt372Ly5MkAID17Fy9ejNOnT0t1ZWRkYNiwYUhPT5eevYcPH8bq1asFBIta1/jx43H//n2pJ7h//z4mTZqke/YuXboUJ0+elHqC4rzKsWPH4Ovrq+tVJkyYgLt370p1PXr0iE9el+ny8fHR9SrZ2dlGvcqJEyfg4+Mj1QUAEydONOpVvvvuO446MdTl6+tbrFd59uyZ9Ow9ffq0Ua/yww8/IDQ0VHr2RkVFYezYsRoEC6tX8SrJyclSXefOncPixYt1df34448IDg7m073VFRMT88ZeJSkpSarrwoULWLRoka5XmTp1KgIDAwUEC6u4uDiMGTNG16usX78e+/btk3oC5lUSExMFXByrS5cuGfUq/9TSw6mUtNr+TYplVGSZxOzsbKpYsSLPRbD8AWvh+v3334X8gWFLUvfu3XkuwjB/EB4ezjMqLH9w+PBh3io1ZcoUoc9/1qxZPH+Qk5NDlStX1uQPWEvSwYMHhfyBYUtS7969dfMHERERPKPC8gfqlqRp06ZxXS1atBDyB7m5uVStWjUhf7B582au68iRI5o+f3VL0jvvvKPJHzBd0dHRPKPi6urKW5KYrpkzZ+rmD9QZlTJlymhapU6cOCHoMmyffv/993XzB+qMiouLi6Ylac6cObr5g/z8fKpduzbPRRi2JJ0+fZrvNcwkEhF98MEHXJdhVlKdUXF2duYtSUzX/Pnz+bW9vb2FVqmCggKqU6cOAS+zkhs2bOC6zp8/z/eyTKK6Veqjjz7i2T/DrGRiYiLPqLBMoroladGiRfzaTZs2FdqnCwoKqF69egSImUTWKnXx4kW+t1atWpr26U8//ZTr6tSpk9CSlJSURLa2trqZRHVGhWUlWUtSYWEheXl5CbrU7dNXrlzhew2zkkQvMyosK6luSUpOTua5VUdHR94+zXT5+Pjwazdu3Jh++ukn3pJUVFREjRo10s0kXrt2je81zEoSEf3rX//SzSSmpKRQmTJlCFCykobt06tWreLXZllJ1j5dVFRETZs25bpYJpG1St28eZPvZVlJdfv08OHDBV3q9unnz59T2bJlCVCykobt02vXruXXbtiwodA+XVRURC1atBAyiatXr+a6AgMD+V6WlVS3T48aNUo3k5iWlkbly5cXMonqrOTGjRv5tVlWkrVPFxUV0VtvvcV19enTR8hKhoSE8L0sK3n8+HGu65tvvtFkEln79IsXL6hChQpcl2H79JYtW/i1vby8hPbpoqIiateuHQFKVrJ3795C+/Tt27d5blU2P2HcuHGaTCJrn87MzCQnJycCxKwkO3t37Nihm0kkIurYsSPXZZiVvHfvHs+tMl1Hjx7lur7//nshk6hun87KyiIXFxfuCVj7NNO1Z88eTSZR3T7dtWtX7gl69uwpZCUfPnyo8QTq9ukffvjBqFdhuVW1V2Ht0/v27dNkEtVepUePHka9iqEnUHuVqVOnarwK8wQ5OTlUpUoVwauo26fVMzYM5ycQEfXp00fwKmpPEBkZKegybJ9mMzb0vAqbsaH2BEzX0aNHjXoVNmNDlpVUz9iQeZVffvlF41XUnoDlVmXzE9QzNtTzE5iufv36CV5lyZIlgldhMzZkXkU9Y4N5FeYJ8vPzyc3NjesynJ9w5swZo16FzdhgXkUd9Xry5InUqzBPsGDBAo1XYe3T6hkbsvkJ/9RCSavt37e6dOmC58+fC8xKVmyaX3Z2tsCYApTJeU5OTrCxscHjx481e8uWLQsrKyuYmpoKXCNWFStWhIWFBZ4+fYqsrCxhzcbGBqVLl0apUqUE7t+r6DI1NYWzs7OuLnt7e1hbW8PMzExgML6KLmtra9jZ2cHW1haRkZGavYzVlJOTI3A6mS4XFxdYW1u/li5XV1dYWloiOTlZ4MkxXWXKlIGNjY30fjHeZW5urlFdERERMPyZZLrMzc0RFxcn1WVhYYFnz55pdLHpw6VKldK9XxYWFsjLyxNYYYAyCc7V1RXW1taIjIzUIH/KlCkDa2trWFhYGNWVkpKCjIyMP6WrQoUKsLS0RH5+Pp4+faqrKyoqSuBqAQqrzMbGBpaWlgJL81V0WVpaoly5crCxsXltXVZWVoiJiRFYmwD4z1Nx9ys1NVXgAqp1lSpVSuBdsnJwcIClpSUKCwsFthrTVbFiRVhaWkp12dnZwdraGlZWVtL75eLiAgsLC6SlpQlcQECZ6Fe+fPnX0gUoP+vs11UzQAHlftnY2Ly2LgcHB9jY2BjVVVRUhMTExD+ly9bWFqVKlYK1tTViYmJ0daWnpyMtLU1YMzc359OFZX8HlS9fHlZWVkZ1WVpaIj4+Hnl5eX9al7m5OTIyMgSO4qvqsrS0BBEZ1fXkyROBmQooEzbZJzo6WrOXTdLV08UmVcp0lStXjr+5UHOG/5O6MjMzkZqaKqy9ytnLugaM6UpISBBYrn9GV1ZW1l/mCZKSkgSWK6B4AltbW9ja2v5pT2BmZgZnZ+diz96/0qv8FZ7gVbzKm+oy5gmK02XMq7yOJyhO11/pCV7Fq1hZWSEqKuo/7lXKli1brCfQ09WyZUv06dMHffv2Rf369aWThP9Xq4Tj+TeuEo5nSZVUSZVUSZVUSZVUSZXU/155enpi9OjR+Ne//iVFj/0vlt4Xz5JG5L9B+fr6Ijg4GCtWrBD+ff369dGqVSuULVsWJ06cQGhoKF+zsrJC586dUaVKFZQvXx5z5swR9lauXBldunRB6dKl8fjxYxw7doyvmZiYoFWrVvDy8oKTkxOWLVsmPGkuW7YsevbsiVKlSsHU1BRr1qwRrl2vXj289dZbKFu2LM6cOYOgoCBBV6dOnVClShVUqFABs2fPFvZWqlSJ64qKisKRI0cEXS1btkSDBg3g5OSEFStWCE8C7e3t0bNnT5QuXRpmZmZYtWqVcG0PDw+0bt0aZcuWxblz5xAQEMDXLC0t0alTJ1SrVg0VKlTArFmzhL0VK1ZE165dYWtri9jYWBw6dEjQ1aJFCzRs2BCOjo5YuXKl8GSrTJky6NGjB8qUKSPVVbduXbRp0wb29va4cOGC8Gbb0tISHTt2RPXq1eHo6IhZs2YJTxFdXV3RrVs32NraIj4+HgcOHBB0NW/eHI0aNYKjoyPWrFkjvI1Q67K0tNT8+apTpw7atm0Le3t7XLx4ETdu3OBrFhYW6NixI2rUqAEnJyfMmjVLeDji4uLCdSUkJGD//v3CtZs3b47GjRvD0dERa9euFZ7629nZoXv37vxtxfLly4W97u7uaNeuHcqUKYMrV67g2rVrgq727dujZs2acHZ2xuzZs4U3ns7OzujevTtsbW3x9OlT7N27V7h2s2bN0KRJEzg4OGDTpk3C08/SpUuje/fuKF++PKytrbFs2TJhr5ubG9q3bw87OztcvXoV/v7+urrmzJkjvFl0cnLiulJSUrB7927h2t7e3mjSpAkqVKiALVu2CG+sSpcujW7duvE3eEuXLhX21q5dG+3bt0eZMmVw/fp1XLlyha+Zm5ujXbt2cHNz47rUb/CYrlKlSiEtLQ07d+4Urt20aVM0bdoUDg4O2L59u/Dk3tbWFt26deO8y8WLFwt7a9WqhQ4dOsDOzg4BAQG4ePGioKtt27Zwd3eHs7Mz5s6dK7zBc3R0RI8ePVCqVCmkp6djx44dwrWbNGkCb29vODg4YOfOncJbzVKlSqFbt25wcnJC6dKlsWjRImFvzZo10bFjR5QuXRrBwcG4cOECXzMzM0Pbtm1Rp04dODs7Y968ecKbsgoVKnBdmZmZ2LZtm3DtRo0aoVmzZnBwcMCePXsQHh4u6OratSucnZ1hZ2eHhQsXCntr1KjBdYWGhuL8+fOCrjZt2qBu3bpwdnbGggULhDdSDg4O6NmzJ2xsbJCdnY2tW7cK127YsCGaN2+O8uXLY//+/Xjw4AFfs7GxQdeuXXmuc8GCBcLeatWqoVOnTrCzs8Pt27dx9uxZQVfr1q3h4eEBFxcXLFiwQHjz4+DgwO9Xbm4uNm/eLFy7QYMGaNGiBcqXL48DBw7g/v37gq4uXbrA1dUVZcuWxfz584W9VatWRefOnVG6dGncu3cPp0+f5mumpqZo3bo16tWrB2dnZyxatEh4k1G+fHl+vwoKCrBx40bh2l5eXmjZsiXKlSuHI0eO4M6dO3zN2toaXbp0QcWKFVGuXDnMmzdP2FulShV+xj18+BAnTpwQdL311lvw9PSEs7MzfvvtN6G7oVy5clwXEWH9+vXCtZknKFeuHI4dO4awsDBBV+fOnVG5cuViPUF4eDiOHz8uu3TYpgAAIABJREFU6GrVqhXq168PJycnLF26VHhbr/YEJiYmWLt2rXBtT09P7glOnjyJkJAQvsa8SuXKleHg4GBUV0REBI4ePcrXDL3K8uXLhbfPak9gYmIi9SqtW7eGvb39a3kV5gmMeRVHR0f4+vpqvEqPHj1gZ2f3Wl6lY8eOqFatGj971Z5A7VXi4uJw8OBBQVeLFi24rtWrVwudOcwT2Nvbw9zcHL6+voIutVfx8/OD+kWRpaUlOnTogOrVq0t1qb3KkydPBE/AvErDhg3h5OSk8Sp2dnbo0aMHypYtCwsLiz/tVTp06ICaNWvC0dERs2fP1vUqiYmJ2Ldvn3DtZs2aca+yfv164Y272qvIPAHzKnZ2dvD398fVq1cFXe3bt0ffvn3Rp08f1KxZEyX175L13/5Vn5KMp3716dNHmt0jIs7plPEEiV5mCGTsIJYhUPfpq8eJM06nrB+eSMkQyLJ7RC8zBLJ+eKKXnE7D7B4R8QyBOrun7odnGQJZdo9I4XSy7J7hOHHG6ZRl94heZghYdk895pxxOmU8QaKXnE5Zdo9IyRCoOYfqceKM0ynL7hG95HQaZveIiGcIbG1tOU9QrYtxOmXZPSKF02lmZqbJ7hER53QynqA6u0ekYHGgyu6pdTFOpyy7R/SS0ynL7hEpnE7GOTREnzBOJ+MJGo45Z5xOw+we09WgQQOBJ6gec844nbLsHpHC6TQzM+M8QTX6hHE6Zdk9opecTsPsHhFxTqc6u6dGnzBOp4xzSET05Zdfcs6hIfqEcTpl2T2il5zOBg0aaNAnRUVF5O3tzXmChugTxulUZ/fUiJERI0ZIs3tESt6xXLlyVK5cORo0aJDAOSR6yek05AkyXS1btpRm94hecjoZ59AQfTJ69Ghpdo+IOKdTlt0jesnprF+/via7xzidMvYx0UtOp4x9TKRwOmXZPSLinE4Z+5joJadTlt0jUjidsuweEdGdO3fIxMSEcw4N0Sfjx4+XZveIiHM6GefQEH2yc+dO3ewekcLplLGPiYhzOmU8QSKiiRMnSucMEBHndMp4gkQvOZ2y7B6RwumUzRkgIs7plPEEiRROpyy7R0R8BoJ6zoAaMcI4nbLsHpHC6bSwsKBu3bpp0CeM0yljHxO95HQaZveIiHM6Zdk9opecTpbdM8S09e3bV9erME6nnldhnE7D7B4R8RkIMvYx0UtOp55Xee+996TZPSIFw2HMqzBOpyH7mEj0KrLsHuN06nmVAQMGSNnHRC9nIOh5FcbpNJwzQESc06nnVRink3kVQ0/w4YcfStnHRMQ5nXpehXE6DdnHTJeHh4fAPlbrYpxOPa/yySefSNnHRMQ5nWqvovYEjCneuHFjDfqEcTr1vArjdDKvomYfExENHjxYOmeASJmBoPYqavbxP7lQwvH8+1ZGRoYu55CI6MaNG1J2EJFigPbu3avLDoqIiND8AKnr1KlTUp4gkWI09JhGRMrwDRnnkNXvv/8u5QkSKQeUjHPI6vTp01KeIJFiNPbs2SPlCRIR3bp1S8o5ZLVv3z5dXdHR0XTixAkNt4/V2bNnpTxBIsVo7N69W8oTJFLMO4OHy2r//v1SniCREsiXcQ7VumQ8QSLFaBjTFRQUJOUJsjpw4AAfiGFYcXFxUs4hq/Pnz0t5gkSK0di9e7eUc0hEFBwcLOUJsjp48KCUc0ikfMmXcQ5ZXbhwQcoTJFKMxu7du6U8QSJliIqMJ8jq0KFDUs4hkXKgqwdiGJafn59gqv+MrrCwMClPkNXhw4elnEMi5UCXcQ5ZXbx4Uco5JFKMxq5du6ScQyJluIuMJ8jqyJEjUp4gkfLwQT0Qw7AuXbok5RwSKUZj165dUp4gkcJClLGPWR09elTKPiZSHj7o8QSJlEFOevDwwsJC2r17t5QnSKQMnZFxDtW6ZJxDIuXhgx5PkIjojz/+kHIOiZSzZPfu3boDMe7fvy/lHLI6fvy4lCdIpDx80OMJEikPgmScw1fR9fDhQynnUK1LxhMkUh4+6PEEiYiuXr0q5QkyXXv27JFyDomUL60yziGrkydPSnmCRAoD1PABoLquX79uVNfevXulnEMi5UurjHOo1iVjHxO9mlfR8wRFRUX0+++/F+tVjHkCPa+SlZVl1BPcvHnztT1BcV7lzJkzRr2KHpOZSPEqMvaxWpeeJ4iJiSnWE7yuVwkMDJSyj1kV51WMeYJz584V61X0PMGbeJX4+HijnuBNvEpISIhRr/JPrdf+4glgPYAkAGGqfzcNQByAoH9/ehV3HSr54qlbSUlJuj8MRMqXIdkPA5FyQOkZUSLli4HeD0NRUZHuD+n/hS49w1dUVKT7hYJIMaN6RrQ4XRkZGboG+b+pKzMzU9cgEyl/ab6uruTkZF2DXJyurKwsXYPMdOkZvuJ0PXv2zKiumJiYv0QXERWrS88gs716urKzs41Osnvy5Mlr60pJSTGqKyYmRtfA5OTk6BpkpkvPiL6KLj2DXJyu3NxcXYP8prpSU1ONPnU2pisvL88oCDwhIUHXiBan6/nz57pGtDhd+fn5b6xL789ucbpiY2N1dRUUFOga9zfVlZaWpmuQmS69M66goEDXIBMp3R56Bvmv1FVYWGj07H0TXenp6boG+U11/Te9SnFn7+vq+jt7gr9KV3Jy8l/mVd5U1/+PXsWYrn9y6X3xLJbjOX369NR/f/l8b9q0aSv+/e86ALhIRJ9NmzZt5bRp0x6+SltvCcdTXikpKXBzc8Mff/yBzMxMDTtw2bJl+Pzzz/H48WMNo8/ExARNmzbF3r178ezZMw2/6I8//kCrVq0QFhbGuUps2p6JiQm++OILzJkzB7GxsRp+0fPnz1G7dm1cuXIFGRkZGn6Rr68vPv30U4SHh2uYhqampvD29sbu3buRnJzMeU/s2teuXUOLFi10dX311Vf45ZdfpLrS0tLg5uaGy5cvIyMjQ3O/Vq9ejY8//hjh4eEadqCZmRlatGiBHTt2IDk5WcNavHXrFpo1a4bQ0FANA9LExAQjRozA9OnTERMTo2EHZmRkoHbt2rh48SJevHgBV1dXgWm4fv16DBw4EA8fPtToYtmfbdu24enTpxpdQUFBaNq0KUJCQrguxugzMTHB6NGjMXXqVKmuzMxMuLm5wc/PDy9evNCwFjdv3oz+/ftLdbHM25YtW/D06VMNazE0NBSNGzdGSEgIZ0CqdY0dOxaTJ09GTEwMbGxsBEZfVlYW3NzccP78eaSnp2vYgVu3bsX777+PBw8eaJiGLLu4adMmJCUlaXTdvXsXDRs2RHBwsEYXAIwfPx6TJk1CdHS0RldOTg7c3d1x7tw5pKena1iLu3btwjvvvCPVZWZmhk6dOmH9+vVISkqCvb29wDS8f/8+vLy8EBQUhJycHA3TcNKkSZgwYQKio6M1rMW8vDzUqVMHZ86cwfPnzzXswD179uDtt9/mOTlDXd26dePZGkN24KNHj+Dp6YmAgADOzFTr+vHHHzFu3DhERUVpdBUUFKBOnTo4deqUVNf+/fvRu3dv3Lt3T6PL1NQUvXr1wqpVq5CYmIgyZcoIuiIjI+Hh4YFbt25J79fPP/+Mb775BlFRUZzRp9bl4eGBEydOIDU1VcMOPHToEHr06IF79+6BiARGn6mpKfr27YsVK1YgISFBww6Mjo6Gh4cHbt68iezsbA3TcMaMGRg9ejQiIyM1rMWioiLUq1cPx44dk+o6duwYunbtirt374JI5C+bmpri3XffxfLly5GQkKBh9MXFxaFOnTq4ceMGsrOzNUzD2bNnY+TIkYiMjNQw+ogInp6eOHLkCFJTUzVMw1OnTqFTp064e/euhrVoamqK/v37Y8mSJYiPj9cwDRMSEuDu7o7r168jKytLc7/mz5+PYcOGISIiAhYWFgKjj4jg5eWFQ4cOISUlRaPr7Nmz6NChA+7cuYOioiKBHWhqaoqPPvoICxcu5LrU9ysxMRHu7u64du0asrKyNPzlhQsX4ssvv0RERISUv9ywYUMcOHAAKSkpGtain58f2rZtizt37mhYiyYmJhg0aBAWLFiA+Ph4DdMwOTkZbm5uuHr1KjIzMzVMwyVLlmDIkCEIDw/XMA1NTEzQuHFj7Nu3D8+ePdPounz5Mtq0aYPbt29reNUmJiYYPHgw5s6di7i4OI2u4rzK8uXLMXjwYK5L7VVMTU3RtGlT7NmzR+pV/P39uVfJz8/XnL1Dhw7FrFmzEBcXJ/Uqbm5u3KsY6lq5ciU++eQTPHr0SOpVmjdvjl27dkm9yo0bN9C8eXOEhoZyBqRa17BhwzBjxgzuVdT85fT0dNSuXZt7FcOzd+3atfjoo4+4LsP7pfYqhvzlW7duwdvbGyEhIdL7NXLkSEybNg2xsbFGvQo7e9W6NmzYoOtVzMzMBK9iePYGBwdzTyDzKmPGjNH1KswT+Pn5ST3Bli1bjHqVdu3aYfPmzXj69KmGvxwWFoZGjRohODhYqmvcuHG6XiU7Oxtubm66nmD79u147733pJ7gn1xvxPEEUB3aN57jX2Wv+lPyxlNeDx8+5IxG9mG5yIsXL9LNmzc5cxCAkIEIDAzkeQ72YRmIEydO0O3btzlfCBCZhtevX+f5F/ZRZyCCgoJowIABGl3Tpk0jPz8/unXrFpUqVUrQxTIQgYGBPM/BPrVr16Zvv/2Wjh8/Trdv3yZPT09BF8tAXLt2jfbv3y/sVWcggoOD6cMPPxTWWS7Sz8+PAgMDqXTp0nxNnYEIDAzk2VP2YRmI48eP0507d6hBgwaCLpaBuHbtmsD7Al6yFvfu3UtBQUE0aNAgYZ3lIi9cuECBgYGchch0sQxEQECAwK/CvzMQY8aM4fercePGfE2dgbh69arA+wJEpmFQUBB99tlnwjrLRV64cIGCg4PJ3t6er6kzEAEBAQK/Cv/OQIwePZqOHTtGt2/fJm9vb0EXy0BcvXpVYJOqde3evZuCgoLoiy++ENYbNmxIU6ZMofPnz1NISAiVK1eOr7G85urVqykgIEBgbeLfec2vv/6a62IsRKaL5TX9/f15Lod91LnIoKAgzo5kH8Y0PH/+PIWGhpKDg4Ogi+U1b926JbA28e+85qhRo+jo0aN0+/ZtzkIERNbiH3/8QWfOnOHMQaaL5SKDgoJo2LBhwrW9vLxo8uTJdO7cOQoNDSVHR0e+xvKaK1eupFu3bgmsTfw7rzly5Eg6cuQIhYWFUdu2bQVdbdq0oblz59KVK1fo3Llzgi51LjI4OJizI9mH5TXPnTtHYWFh5OzsLOhiucibN2/yTCz7MKbh4cOHKSwsjLMQmS6W17xy5Qr5+flxFiLwkmm4fft2CgoKotGjRwvXZqzFM2fOUFhYGLm6uvI1dS7y5s2btGbNGmEvy2syXZ07d+ZrLK85e/Zsunz5Ml26dImzEJkuxjQMDg6msWPHCtdmeU3WMs9YiEwXy0XeuHGDZ2LZh7EWDx06RKGhoZzbzHS1atWKZs2aRZcvX6YrV65w5iAg8peDgoJo/PjxwrVZXvP06dN0+/Ztqlq1Kl9T5yJv3rzJM7Hsw/KaBw8epJCQEOrVq5egi+UiL126RP7+/pyPDEDIawYFBdHEiROFa9etW5fGjx9Pp06dotu3b3M+MtPFmIY3btygrVu3CntZXpPp6tu3r7DOcpGXLl2iq1evchYi08VYi4GBgTR58mRhL+Mvnzx5ku7cucNZiIDIX75x44bAAAXA85oHDhyg4OBgzmhkH5aLvHjxIl2/fp0zBwGRtRgUFMSZluzDPMHJkyfp9u3b5O7uLuhiMxyuX79Ou3fv1ugaOnQo7d+/n4KDgzmjkX1e1asEBQVx/rZa19ixY7lX8fDw4Gtqr3Lt2jWBVw5oPQHjSbMPy0X6+flRQECA1KswT6DmbwMvPQHTVb9+fUGX2quwrC77qHORwcHBnCfNPmqvEhAQIPUq69ato8DAQJ49ZR+Wi2SeoGHDhoIu5lWuXr3Ks7pqXSwXGRwcTJ988omwrvYqQUFBnI8MaD0By56yD8tFMl1NmjTha2qv4u/vz+eKsI+hVxk8eLCwbuhVGB9ZrWvNmjUUEBDA52SwD5vhwDxBs2bNBF2Mv+zv7y+wSQGRvxwcHExDhgwR1plXOXfuHIWEhHA+MiDnL/8TC2/C8TQxMakO4AgR1f/3P08D8DmAdAA3AXxHRKk623mV4FTkVYJTKamSKqmSKqmSKqmSKqmS+t8qb29v9O3bF++88w4aNmz435bzf1Z6OBXT17yeL4BaABoBeAJgod5/aGJi8pWJiclNExOTm4bA9ZIqvoqDzb4JD+hN9v43dRn7tYvTxdoyXqf+F3UVV2+ii7WpvO66sfpf1FXc72PJ/fpzv+6b/B30d9X1Jnv/rver5Iz7c1Wi689ViVf5c7/231VXcfV3PePs7e1Rq1Yt1KpVC5UrV37t6/wv1WvdTSJKJKJCIioCsAZAcyP/7Woi8iYib0dHx9fV+T9dBQUF+OCDD/g/29vb48MPP8TWrVvx9OlTxMfHC/k0Dw8PfP/997h06RJycnIE7pqlpSV69OgBHx8fREREID8/H3Xr1uXrFStWxFdffYXDhw8jLS0N586d42uMTTVr1iyEhISgsLAQH3/8MV8vU6YMPvjgA2zZsgVJSUlISEgQ8lZ169bFhAkTcPHiRWRnZwv8PEtLS3Tv3h3Lly/H48ePUVBQAE9PT77u6uqKL7/8EocOHUJaWprA/GNsql9++QXBwcEoKCjAp59+KugaMGAANm/ejMTERCQlJQl5mDp16mD8+PHw8/NDVlaWwEG0sLBAt27dsHTpUq6rQYMGfN3FxQX/+te/cPDgQTx//hx//PGH8HvXvHlzzJw5E4GBgSgoKMAXX3zB1+zs7NC/f39s2rQJiYmJSE5OFnIn7u7u+O6773DhwgVkZmYK7CoLCwt07doVS5YswaNHj1BYWIjGjRvzdWdnZwwdOhQHDhzA8+fPBdYloLCpZsyYgYCAABQUFODLL7/ka6VLl0a/fv2wceNGJCYmIiUlRcgruLm5Ydy4cTh//jwyMzMFBpm5uTk6d+6MxYsX4+HDhygsLIS398sHWs7OzhgyZAj279+P58+fC8xSQHnyN23aNNy6dQv5+fkYPny4oOv999/Hhg0bkJCQgNTUVCErWLt2bYwdOxZnz55FZmYm1q1bp9H122+/cV0tWrTg605OTvjiiy+wb98+PH/+HIGBgYKupk2b4ueff8bNmzeRn5+Pr7/+mq/Z2trivffe44yvtLQ0ITNVq1YtfPvttzhz5gwyMjIEJqC5uTk6duyIRYsW4cGDBygsLETr1q35uqOjIz7//HP8/vvvSElJQUhIiHD4NmnSBD/99BNu3LiBvLw8fPPNN3ytVKlSePfdd7Fu3TrEx8fjxYsXUP8dW7NmTXzzzTc4ffo0MjIyBLajmZkZOnTogIULF+L+/fsoKipCu3bt+HqFChUwePBg7NmzBykpKbhz546gq3Hjxpg6dSquX7+OvLw8fPfdd4Kud955B2vXrkV8fDwyMjLg7OzM16tXr47Ro0fj1KlTyMjIEBidZmZmaN++PX799Vfcu3cPRUVF6NSpE193cHDAZ599ht27dyMlJQX37t0TTEHDhg0xZcoUXLt2Dbm5ufj+++/5mo2NDd5++22sWbMGsbGxPNNnqOvkyZN48eIF9uzZI+hq164dFixYwDOOXbt2FXR9+umn2LVrF549e4aHDx8KJqtBgwb48ccfcfXqVeTm5mLy5MmCrr59+2L16tWIjY3lmVFWVatWxahRo3DixAlkZGQIfDxTU1O0bdsW8+fP51nCnj178vXy5cvjk08+wc6dO5GcnMyzd6y8vLwwefJk+Pv7Izc3Fz/99BNfs7a2Rp8+fbBq1SrExMQgJycHVatW5etVqlTByJEjcfz4caSnpwvsY1NTU7Rp0wbz5s1DWFgYCgsL0bdvX75erlw5DBo0CDt27MCzZ8945pRV/fr18cMPP+CPP/5ATk4Opk+fLujq3bs3fH19ER0djdzcXNSoUUPQNWLECBw7dgwvXrwQGNaM7zl37lyEhoaisLAQ7777Ll8vW7YsPvroI2zfvh3JycmIjo7mOVZA4VVOmjQJV65cQU5OjsCDtrKyQq9eveDr64uoqCjk5eWhVq1afL1y5coYPnw4jh49ivT0dJw8eZKvmZiY4K233sKcOXO4rv79+/N15glYri4uLo7nMgGFVzlx4kRcvnwZOTk5mDt3rqCrZ8+e8PHxQWRkJPLz8+Hu7s7XK1WqhGHDhuHIkSNIT08XOK2Mozl79mzuCQYOHCjoGjhwIPcqT5480fUq2dnZ+PXXX/ma2hMwr+Lh4cHXDb2Kmrer9irBwcEoLCzEoEGD+LqhV0lMTJR6FT8/P2RnZwsMYktLS3Tr1g3Lli3jnqB+/fp83dCrXLp0SdDVokULzJw5E0FBQSgoKMBnn33G1+3s7ASv8vTpU6lXuXDhArKysgRuJPMES5cuRXh4eLFeRc2ZBhSvMmPGDO5VhgwZIuh6Fa/CPIGa/2lhYYEuXboIXqVJkyZ83dCrXL9+XdDl7e2N6dOnc6+ingNTnFdhnuDcuXPIzMzE6tUv44Qyr9K8+cuvKk5OThgyZAj3BIZepWnTpoJXGTFihKBL7VWeP38u5M6ZJzh79iyePn2KnTt3YtCgQYJv+EeXrP/W8ANtxtNV9b/HAtj5KtcpyXjKKywsjNzd3aUMKCKFYcayDobj6jMyMsjLy0vKgCIi2rFjh5RXyapPnz4862A4jfPu3bvk7u4u5VUSEU2ePFnKqyRSJow1aNBAyoAiItqzZw/POty8eVMzLfHdd9+VMqCIiB48eEDu7u5SBhQR0dSpU3nWwXBcfXZ2NjVq1EjKqyRSEDAyXiWrfv360bvvvqthQBERhYeHk7u7u5RXSUQ0bdo0Ka+SSJk62qRJEymvkkhBh8h4lawGDBgg5VUSKRxYd3d3Gj16tHRc/S+//CLlVRIpU0ebNm0q5VUSKSgMlnWQjav/6KOPpLxKImUSnLu7u5RXSaSw1WS8SiJl6mizZs2kvEoiohMnTkh5lawGDRok5VUSKVMf3d3dadSoUVK0zvz586W8SiJl6miLFi2kvEoiZfQ+y2XKxtUPHjxYyqskUqbyubu7S3mVRESLFi2S8iqJlOmerVq1kvIqiZRR8jJeJashQ4bwXKbh1MvExESqU6eOlFdJpLDVZLxKpqt169Y8l2mo69KlS7q8SiKFayrjVRIpEzjr1q0r5VUSES1fvlzKqyRSpnu2a9dOyqskUnAperxKIqLhw4fzXKYhWic5OZnq1q0r5VUSKRxYGa+SSJm+2KFDB57LNJx6ee3aNV1eJRHRqFGjpLxKImUKsIeHh5RXSUS0Zs0aKa+S6erUqZOUV0mkYCNYLlOG1hkzZoyUV0mkTNutV6+elFdJpHBgWS7TEK1TVFREXbt2lfIqiRRsBMtlytA6Y8eOlfIqiZTpsZ6enlJeJZHCgZXxKpmu7t27S3mVRAoHtk6dOlJeJRHRhAkTpLxKImV6bP369aW8SiKFAytjazNdvXv3lvIqiYjnQ/W8yqRJk6RsbSJlGqoxr7Jz504pr5LV22+/LeVVEikIIuZVZJ7gxx9/lPIqiRSv0rBhQ12vsnfvXimvkpUxr/Lw4UOjXuWnn36S8iqJtF7F0BPs27dPyqtk1b9/fymvkkj0KjLc3vTp06W8SiLFExjzKocOHeKeQOZVPvjgg1fyKjJPMGvWLKNexdvbW9erHDt2TMrWZvXxxx8X61WYJzDUNXfuXD6rQQ+t808svG7G08TEZAeADgAqAEgE8PO//7kRlCBtJIBhRPSkuC+5JRlPeeXk5MDKykq3zSAnJ4dPKzOs3NxcWFhY6LYCZGdnC08g1UVEyMvLE56c/hldxq6dl5cHMzMz3dYKY/+fiAi5ubm6629yv4rTVdz9ehNdb3K/SnSJlZ+fDxMTE932GmN7i1v/K3UZ+7P5prqMXbugoACAfjtScffL2LXf5H4VFBSAiHQnAP6Vv4/F3a830fVX3a/CwkIUFRX9JffrTc6SwsJCFBYWCm8H1fUmf+6L02Xs2sXp+m/dr6KiIuTn5xs9e/8b9+tVdL3J2Wtubv7aXuWfdsaV6Ppz187Pz4epqenfznP+k+u1M55E9BERuRKRBRFVJqJ1RPQpEXkRUQMievtVvnSWlH4dOnQIx44dQ3Z2tmYtOzsby5cvR2hoKGQPCa5fv44dO3YgJSVFeu0NGzbg8uXL3HiqKzIyEmvXrkV0dLR075EjR3D06FGprpycHCxfvhwhISFSXTdu3OBtVLLauHEjLl26JNUVHR2NtWvXIioqSrr32LFjOHLkCLKysjRrubm5WL58OYKDg6W6bt26he3bt+vq2rx5M/z8/KS6YmNjsWbNGkRGRkr3Hj9+HIcPH0ZmZqZmLS8vDz4+PggKCpLqCggIwLZt25CcnCy99pYtW3DhwgWprvj4eKxevRoRERHSvSdPnsShQ4ekuvLz8+Hj44PAwECpruDgYN5GJautW7fi/PnzyM/P16wlJCRg1apVePz4sXTvqVOncODAAWRkZGjWCgoKsGLFCgQEBBjVlZSUJL329u3bce7cOamupKQkrFq1CuHh4dK9Z86cwf79+6W6CgsLsWLFCty6dUuqKzQ0lLd3yWrHjh04e/asVFdycjJWrlyJR48eSfeeO3cO+/btw4sXL3R13bx5UzqoLCwsDJs2bUJCQoL02rt27cKZM2eQl5enWXv27Bl8fX3x8KGcmnX+/Hn8/vvvUl1FRUVYuXIlbty4IdV1584do7r27NmD06dPS3WlpqbC19eX42MMy8/PD3v37kV6erquruvXr0t13bt3Dxs3bsSTJ/Kjbe/evTh16hRyc3M1a2lpaVixYoWurkuXLmHPnj1IS0vTrBERVq9ejWvXrkl13b9H2GXoAAAgAElEQVR/Hxs2bEB8fLz02vv27cPJkyelutLT0+Hj48MxLYZ1+fLlYnX5+/ujsLBQs/7w4UNs2LABcXFxurpOnDiBnJwczVpGRgZ8fHxw584dqa4rV65g9+7deP78uVTXmjVrdHWFh4dj/fr1iI2Nleo6ePAgjh8/LtWVmZkJHx8f3L59W6rL398fu3btQmqqdq4iEWHt2rW4cuWKVNfjx4+xfv16xMTE6Oo6duyYVFdWVhZ8fHwQFhYm1XXt2jXs3LlTqgsA1q1bh8uXL0t1RUZGYt26dbqe4PDhw3+pV9HzBFFRUUZ1HTlyxKgn8PHxeW2vsmnTJly8eFGqKyYmplivcvjwYaku5gmMeRVjnsCYV4mLizPqVU6cOFGsJ9DzKoGBgUZ1bd26FRcuXJCecU+ePCnWqxw8eFCqi3kCPa8SFBTEsW96uvS8SmJiIlauXKnrCU6fPm3Uq/j4+Oh6lZKSlOw16F/1KWm1ldfVq1f5CGaGi1C3IAwdOpSPhjZsS0xJSaEyZcoIuAj1q/6VK1cSIOIiWAtCUVERH3vNcBHqFoSbN28Ko6FXrVoltCAwtAPDRahbEFJTU6ls2bICLkLdlrh27Vqui7UlqnU1b96cgJe4CH9/f97OFhAQQICCZZC1JTK0A8NFHD9+nLclpqWlUfny5QVchLotccOGDQSIuAjWLllUVMRRGAwXoW5LDAkJ4bpkbYljxowh4CUuQt0u+eLFC3JwcOC4CMO2xC1bthAg4iJYW2JRURFHYTBchLotMSwsjExMTARchLotcdy4cQS8xEWo2yUzMjLIyclJwEWo2xK3b9/OdTFchLpdkqEwWLukui3x7t27ZGpqKuAi1G2JEyZMIOAlLuLw4cNcV1ZWFrm4uAi4CHVbIkMCqHER6nbJLl26EKDgIgzbEh8+fEhmZmYCLkLdlvjDDz8Q8BIXoW5LzM7OpooVKwq4CHVb4r59+wgQcRHqdskePXoQAGlbYnh4ONfFcBFqXVOmTCFAxEUwXTk5OVSlShUCIG1LPHjwINfFcBHqtsTevXsTAGlbYmRkJJmbmwu4CHW7JEMoqHERrC0xNzeXqlWrRsBLXERgYCDXxTBBalyEui3xnXf+H3vnHRbV1a79m94ERaSDHRVUsGEXFZA6Y43RmG4Sk6hJTEwssUSjiYmJNcYELLF3UOwFRVFUUET6AIoFEMECFkBp6/tjvrWz16w1g68eTzxveK5r/jjvOmt7ZwOz7733cz+/IRKWQbMt8ebNm8TIyIjBRcjbEufPny/porgIqquyspK0bNmSQIaLkLclUkwQxUX89ddfjC6KnKC4CHlbYn5+PjExMWFwEfK2xAULFnC4CNqWWFVVRdzc3BhchDxCER0dzeEi5O2SFDlBcRHyCEVhYSExNTVlcBHytkSKVZLjIqiu6upq0rZtWwYXIW9LjImJ4XAR8rbEMWPGMLgIeVtiUVERMTMzY3AR8rZEilWS4yJou2RNTQ3x8PBgcBFyXbGxsRwuQt6W+PbbbzO4CHmE4s6dO8TCwoLBRcjbEpcvX87hImhbYk1NDenYsSODi5C3JZ49e1bSJWpLpBgqiouQRyju3r1LLC0tGVyEvC1x5cqVHC6C6qqtrSWdOnVicBFyTxAfH68TF/HRRx9p9SolJSWkYcOGjCeQe5WwsDCdXqVr166MV5FHKBITEyVdNEIh9yqffPKJ5AkmTJhADh06JOkqLS2VvIooQrFmzRqdXoViuzp27EimT5/ORCiSkpJ0epWJEycyXkXuCR4+fCh5FVGEYt26dZxXkXuCPn36SF5FM0KRmpqq06t88cUXjFc5cOCApOvx48ekSZMmkifQ9CoUX6TNq/j4+DCeQO5VMjIydHqVyZMnM55AHqEoKyuTvIooQkHxRXKvIvcEvr6+kifQjFCoVCqdXmXKlCmMJ5B7lX9z4UVwKv9TVd9qK65p06YhPDyce0LZrVs3dOnSBTdu3GAGEQDqcHNAQADMzMxw8eJF7ul669atMXDgQNy/fx8RERHMmqGhIfr3749mzZohMzOTC6Hb2dkhNDRUCvRrPqHs2rUrunbtiry8PBw6dEioy9zcHBcuXOB0tWrVCr6+vrh//z4iIyOZJ0SGhobw8fFB8+bNoVKpuEE+tra2CA0NxaNHj3Dy5EnuCWWXLl3QrVs3oS4LCwsMGjQIlpaWuHjxIjIzM5n1li1bws/PDyUlJYiMjGTeNhgYGKBfv35o1aoVsrKycObMGU5XSEgIysrKcOrUKe6JW+fOneHt7Y38/Hxm0AWgHsQyaNAgWFlZITExERkZGcx6ixYt4O/vj/v372PPnj3MU+q6dDVp0gQhISGoqKhAbGwsioqKmPVOnTqhe/fuKCgowIEDBzhd/v7+aNSoERITE5Gens6sN2/eHIMGDUJJSQl2797N6erTpw/c3NyQk5PDDIoC1INYQkJC8PTpU8TGxnJvu7y8vNCjRw/cunUL+/fvZ9bMzMzg7+8Pa2trJCUlITU1lVlv1qwZAgICcP/+fURFRTFPg+lgkbZt2yI7O5vT1bhxY4SEhKCyshJnzpzh3ip5enqiR48euH37Nvbt28fp8vPzg42NDZKSkpCSksKsN23aFAEBASgpKcG+ffuYN3j6+vro3bs32rVrhytXrjBDNKiu4OBgVFdX48yZM9xbpQ4dOqB3794oLCzkdJmamsLPzw+2trZISkpCcnIys+7q6oqgoCDcv38f+/fvZ96U6evro1evXnB3d8fVq1cRExPD7LW2tkZwcDBqa2sRFxfHvb1p3749+vTpg6KiIkRFRXG6fH19YWdnh+TkZG7Yk4uLCwIDA1FaWooDBw4wb37owJP27dvj6tWrzIA0QD0gJjg4GIQQnD17lntL4uHhgb59+6K4uBh79uxh1kxMTODr6wsHBwekpKRwAyecnZ0RFBSEkpISHDp0iHnzQweetG/fHteuXWOGtADqQSx08M/58+e5txHu7u7o16+fUJexsbGkKzU1ldPl5OSE4OBglJSU4MiRI8wbAzrwpGPHjrh27Rqio6OZvVZWVggKCoKBgQHOnz/PvY1o164dfHx8cOfOHWawEdU1cOBAODk5IS0tDRcuXGDWHR0dERISgpKSEmmYlFxX9+7d4eXlhdzcXKGuwMBAGBkZ4fz581znRNu2bdG/f3+tugYMGABnZ2ekp6dzA03kuqKjo7m34lTXjRs3cPToUWbN0tISgYGBMDExQXx8PNeh0KZNGwwYMAD37t3jrr1GRkYYMGAAXFxckJGRwQ2Fc3BwQGhoKO7fv4+YmBjuLa+3tzc6deqEmzdvcp7A0tISAQEBMDU1RUJCAteh4ObmJumKjIzkdPn4+KBZs2bIyMjA+fPnmXV7e3uEhoaitLRU6Am6deuGzp07Iy8vD4cPH2bW6vIEdXkV6gl0eZWHDx8iJiZG6FW6dOmC/Px8oScICAhAgwYNcOHCBahUKma9VatW8PPzk86Xplfp168fWrZsiczMTJ1e5dSpU9zbwc6dO6Nbt24oKCjgPMGzepX79+9j9+7d/5FXadKkCUJDQ1FeXo5Tp05xnTm6dMm9yqVLlzhP0KJFC/j5+aG0tFToCfr27YvWrVvr9Crl5eU4c+aMVk9Ql1e5dOkS0tLSmPXmzZvD398fJSUlnCegXqVNmzZCT0C9ypMnT3DmzBmuA8bT0xM9e/YUXnupV1EqlQgNDYWTkxP+baWt1bb+xvMVqHqOZ33VV33VV33VV33VV33V139fvf7661i0aNG/Cqmi7cbTYM6cOf9rIsLDw+fIRyXXl7oKCgqQm5vL5TlatWoFf39/NGzYkMuo0LeWHh4eqKqq4p6M0idu9vb2wj7/Ll26oFevXjA0NOSeepmbmyM0NBQODg548OABp6tly5ZadVFMg4eHB6qrqzld9MmWvb29MBfRuXNn9OrVCyYmJtwbOnNzc4SEhMDJyUmoq0WLFhg0aBAaNWrEvX2hOIQOHTqgpqaGe7tsY2MDhUIBe3t73Lx5k+vV9/LyQp8+fWBiYsI9jTMzM5N0PXz4kMu/0LeD1tbWQl39+vVDhw4dUFtbK9RFf47adPXt2xempqZCXcHBwXBxccGjR4+4nAl9C9e4cWPurRDFIXh6egrPV+PGjSVdeXl5nK6OHTuiX79+Ql2mpqYICgqCq6srHj9+LNQVGBgIa2troa4+ffrAy8sLhBDuCbe1tbX0c8zPz+ce6HTo0AH9+vWDmZkZ9/TS1NQUgYGBaNasGR4/fszlTFxdXREYGKj1fPXu3RudOnUCAO5tfKNGjaTzdevWLS5f1b59e/j4+MDc3JzTZWJiIukqKyvjdNG3g02aNOH+piimgaJ4RLoUCgXs7OxQWFjI6fLw8ED//v2F58vExAQBAQFo0aIFysvLufwLfTuoTVevXr3QpUsX6OnpcW8EGjZsKOkqKirickzu7u4YMGAALCwsuDfTxsbGGDRoEFq2bImKigoue+rk5ISgoCDY2toKdfXs2RNdu3aFvr4+p8vKykr6OYp0tWvXDgMGDECDBg24N9PGxsbw9/dH69athbocHR0RHBysVVePHj3QrVs3GBgYcF0VlpaW0vm6c+cOl2Nq27YtfH19hbqMjIzg5+cHNzc3PH36lHv75+DggODgYNjZ2QmvJd27d4e3tzf09fV16rp79y6nq02bNvD19YWlpaVQl6+vL9q0aSPUZW9vj5CQEK26vL290b17d+E1rkGDBlAoFLC1tcX9+/e5DLGbmxv8/PyEuigiqW3btqisrOQysXZ2djp1devW7Zl0lZSUcFnd1q1bw8/PD1ZWVkJPMGDAALi7u+vUpcsT9OzZE8bGxty118LCQvpeLS0t5XTRt3Avw6tQTyDSVZdXqcsT9O/fH+3bt9fqVagukVfp1KkTevfurVWXLq9CPcE/5VWcnZ2FXoV2DIm8CkU3dezY8bk8gaen50v3KrW1tTo9gS6vos0TUK8iuvbW5Qn69OmDCRMmYNmyZfj0008ZFMy/oebOnVs4Z86ccG5B1H/7sj71GU9xXb58mQCQsg+aGQOaA7C2tuYwDQ8fPiQ2NjZMHlKeMVi/fr3WjIE8B+Dq6srlIVNTU4menp7WPOSkSZO05iFpDgBa8pCbN28mAIiJiYkwY9C/f38pd6iZh6Q5AG0Zg6+//lprxqCsrIzY29tLeUjNjMG2bdskXaKMgZ+fn5Qx0MQ0ZGVlEX19fa0Zg6lTp0q5Q82MQXl5OXF0dJSyD5oZg127dhEAxNjYWJgxCAgIkDIGNA9J8300s6inpyfENMyYMYPLQ9Lc4ZMnT4izs7PWPOTu3bslXaI8ZEhIiNY8ZG5uLjE0NNSah5w9ezaXh6S5w6dPn5KmTZtqzUPu27ePACBGRkZSHlKeO1QqlUzuUI5puHHjBjEyMtKah/z++++l3OHIkSMZTENlZSVp3rw5AUDatGnD5SEPHTok6RJhGoYNG0YAEHt7ew7TkJeXR4yNjbXmIX/44QcmDynHNFRVVZFWrVppzUMePXpU0iXKQ7722muSLk1Mw61bt4ipqanWPOTPP//M5SFp7rCqqoq0adOGACCtW7fm8pAnTpwgALTmIUePHq01D1lYWEjMzMyYPKQc07Bo0SIpd0jzkDR3WF1dTdzd3bXmIU+ePCnp8vX15TANb731FpeHpLnD4uJiYm5urjUPuXTpUkmXJqahpqaGdOjQQWse8syZMwQAMTAwIAMHDuQwDe+++66UO9TMQ969e5c0aNCAyUPKMQ0rVqzQmoesqakhXl5eTB5Sjmk4d+6cpEuElKJzDER5yHv37hErKyutecg//vhDyvdp5iHlcwxEecgLFy5IukSYhnHjxnF5SJrvo3MMoCUPuWrVKi4PSXOHtbW1xNvbmwDqGQkTJ05kZiTQOQba8pDjx4/Xmod88OABsba2lvKQmkgpOsfA1NSUQ0rV1taSXr16cXlIeu1NTk6WdInykHSOgcir0DkGck8g9yobNmzgvAr1BLW1taRv376MV5F7AjrHQFse8ssvv2S8itwTPH78mNja2kqeQDMPSecYaPMqAwYMkLyK5oyEzMxMnV6FzjGgXkXTEzg4OGjNQ27fvp3zKnJPQOcYiPKQ2dnZOr3KtGnTGK8in5FA5xhQT6DpVSIiIjivIvcEgYGBXB6SegI6x0CbV6FzDEQzEp48eUJcXFwkT6DpVfbs2cN5FbknoHMM6IwEuVe5du0a51XknuC7776TdIlmJPxbC1oynvU3nq9AbdiwgRsyQqu8vJzMnDlTyD4jRG3MNE21vBYuXChkshGiNv4i9hmtTZs2af0DqqioIDNnzhSyzwhRGzMR+4zWr7/+KmSyEaIeVqJpquW1efNmIZONEPWXz6xZs4TsM0LUXEBNUy2vRYsWMUNG5HXz5k0h+4zW1q1bhewzQtQ3SrNmzRKyzwhRG0YRp5XWkiVLhOwzQggpKCjQymklRH2B0qarsrKSzJ49W8hpJURtGEWcVlpLly4Vss8IURt/ymkV6dq5c6eQfUaI+obku+++E7LPCFEPuRAx2WgtX75cyGklRD2sRNPsyysiIkLIPiNEfUMyZ84cIaeVELWR1RwyIq8VK1YI2WeEqIeVaJp9ee3evVvIPpPrEjHZCFEP3xCxz2itXLmSGTIir7t375LZs2cLmWyEqAcTidhnhKhvSL7//nshk40Q9fANXeyzP//8U8hpJUQ9WG3WrFlCTish6ocPmkNG5LrmzZsnZLIRojbYIk4rrbCwMCGnlRD1sBKqS5PvSYh6YJKI00qI2mDPnz+fMfvySk1NFXJaaa1atYp5ACivBw8ekJkzZwo5rYSoH4qIOK1U1w8//MAMGZFXRkaGkNNKa82aNUJOKyHqG5JZs2YJOa2EEHLkyBEhp5Xq+vHHH4X8WELUQ0FEnFZaf/31FzdkhNbjx4/JzJkzhZxWQgg5duyYkNNKdS1YsEDrkJHs7Gwhp5XW+vXrhfxYQtQPT2fOnCnktBJCyPHjx4WcVlo///yzVk9w5coVIaeV1oYNG8iGDRuEXqWiooLMmjVLq1eJiYnR6VV++eUXZiCavJ7Fq9TlCbR5lVOnTtXpVUScVkLUDyl1eZUtW7YIOa2E/O0JdHkVEaeV1uLFi4WcVkLUDyl1eZVt27bV6Qm0eZW4uDidXmXp0qXP7VV27NghZMoT8rcn0OVVdHmCZcuW1elVtHmCXbt2PbdX+TeXthvP+oznK1CEEK18IF1rL3Nvva5X59j1uup11et6dY5Nr5mv2n9zva7/Dl0v89j1uup11ev63z32v7nqM56vcI0bNw7Hjh2DgYEBXF1dGcj79evXMWLECBQXF8PGxgY2NjbML/nixYvxxx9/oLq6Gi4uLgzE9unTpxg8eDAyMjJgYWEBJycnZu+RI0fw5Zdf4vHjx3B0dISlpSWj69NPP8WhQ4eEum7evInhw4ejqKgIjRs3RpMmTZhjL1u2DCtWrEBlZSWnq7KyEkOGDEF6ejrMzc3h5OTEQKWjo6PxxRdf4NGjR3BwcICVlRWja8KECThw4AD09fU5Xfn5+Rg2bBhu374t1LVixQosX75c0iWHEVdVVWHIkCFITU0V6oqJicHEiRO16vr888+xb98+oa7CwkIMGTIEhYWFsLa2hq2tLaNr5cqVWLp0KZ4+fcrpqq6uxrBhw5CcnAwzMzM4OzszumJjYzF+/Hg8fPgQDg4OXI5g0qRJiIqKgp6eHlxdXRn4fFFREQYPHoxbt24JdYWFheHXX38V6qqpqcHw4cORlJQk1BUXF4ePP/4YDx48EOqaPHkyIiMjhbru3LkDpVKJgoICNGzYEHZ2doyu1atX45dffsGTJ0/g7OwMc3Nzaa22thavvfYaEhMTYWpqyuk6f/48PvroI5SWlsLe3h6NGjVidE2ZMgW7du0CAE7XvXv3oFQqkZ+fj4YNG8Le3p7R9ddff2HBggV48uQJXFxcOF0jR47ExYsXhbouXLiA999/X6uu6dOnY/v27UJd9+/fh1KpRF5eHqysrDhdGzZswA8//CA8X4QQvP7660hISICxsTFcXFwYXZcuXcJ7772HkpIS2NnZwdramtE1c+ZMbN26FYQQuLq6wtjYWForLS2FUqnE9evXYWVlBQcHB0bX5s2b8f3336OiogLOzs6wsLBgjv3GG2/g3Llzki45HDw5ORlvvfWWVl2zZ8/G5s2bQQiBi4sLo+vBgweSLktLS07Xtm3bMGfOHFRUVMDJyYnT9eabbyIuLg5GRkacrtTUVLz55pu4f/8+bG1t0bhxY2bv3LlzsWHDBtTU1HDn69GjR1AoFMjNzYWlpSUcHR0ZXTt27MDs2bNRXl4uPF9vv/02YmNjhboyMjLwxhtvaNU1b948rFu3DrW1tXBxcYGJiYm0VlZWBoVCgStXrgjPV2RkJGbMmIHy8nI4OjqiQYMGzLHfffddnDp1CoaGhpyurKwsjBo1Cvfu3UOTJk1gY2PD7P3xxx+xdu1a6Ron11VeXg6FQoGcnBw0aNCAO19RUVGYNm0aysrK4OTkxOkaO3YsTpw4AUNDQ7i6ujK6rly5gpEjR+Lu3btCXT///DNWrVqF6upquLq6MroqKiqgVCqRlZUl1LV//35MmTIFZWVlwmvvhx9+iOjoaOl8ya8lubm5eO2113Dnzh00btyY8wS//vorwsLCUFVVxV17nzx5gsGDB0OlUgk9waFDhzB58mQ8evRIqOvjjz/GkSNHnsurLFmyBL///juqqqrg6urKeQK5V3F0dGS+g+ReRXTtHT9+vORVNM9XXl4ehg0bhqKiIlhbWwu9ym+//SY8X9QTpKWlCT3B8ePH8fnnn0vXXk1dEydO1OpVCgoKMHToUNy+fVt47V2xYgWWLVsm9CrV1dUYOnRonV5Fmyf44osvsHfvXujr68PFxYW5lsi9SqNGjThdf/zxBxYvXizUVVNTI3kV0TXu9OnT+OSTT/Dw4UPY29tzur788kvs2bNHp1cpKChAo0aNOE8QHh7+TF5FpOvs2bMYN26cVq/y9ddfS15F83xRr5Kfny/U9W+u+oznK1ynT58mAKQc1PDhw5k2iHfeeUdab926NZM3unPnjpTLkfPXaBvEb7/9Ju2lOSjKX6upqSGenp7SOs0b0dZImssB/uavyXNQY8eOldY180b37t0jlpaWki7KX6NtEJQlBvydg6KtkbW1taRz587SuiZ/LSEhgdFFc1C0NZKyxKguOX+NssQACPlr4eHh0l7NvFFtbS3p1q2btE7zRrQ1kuZygL9zUKtWrZJ0ffrpp9J6ixYtpLzR06dPSWlpqZTLofw1eQ5q7dq10l5N/lptbS3p2bOntE7zRrQ1kmaIATEr9rPPPpPWm2vw1+QZYhErlmaIAT5vJM/lADwrlmaIqS5N/hrNEAM8K1aeIRaxYmmGmOrS5K/RDDHAs2Jphhj4Owclb42kGWKAZ8XKM8SibDTNEAPibDTNEAN8NppmiKkuzbwRzRADPCu2oqJCyhCLWLE0QwyIs9E0QwzwrNgrV64QAwMDLm9EWyNphhjgc1DyDLGegBVLczlUlyYrlmaIAT4bTTPEVJdmNppmiAE+ByXPEOsJ8kY0QwyIWbE0Qwz8nYOirZHyDLEoG00zxACfjZZniPUE2WiaIQbEOSiaIQb4bLQ8Qyxixf7444/SXk1WrDxDDPDZaJohpro0c1AjR46U1jVZsfIMsYgVSzPEAM+Kra6uljLEAJ+NphliQJyNphligM9GyzPE8mw0bdmkGWKAzUZTXTRDDPDZaJohpp5gxIgRjC6aIaaeQJ6NlmeIRdlomiGWewLaGinPEAM8K5ZmiOVeRd4aSTPEAJ+NlmeIRaxYmiGWewK5V6EZYk2vUlNTI7HQ5V5F3hpJM8TavArNEItYsZSFTnXJs9HyDLHcq1BPQDPEck8gj3FQFjr1BJpehWaIRdlomiHW5lVohvhZvIpmNppmiKknkGej5RliESuWZoi1eRWaIZZ7FeoJaIaYegJNVizNEIu8ijxDLMpG0wyxNq9CWehyr0JjHDRDrM2r0Awx9QSaXPt/a6E+4/nqFjWqmh89PT3SunVrYmJiIlxv2LAhcXBwkEyf5qdFixbSBVvzY2xsTFq0aCEZIM2Pk5MTsbCweC5dVlZWxNHRUauu5s2bP7cuR0dH6eIl+tSly8nJ6bl0GRkZkZYtW2rV5eDgIN1o/6e6LC0tX5oue3t7YmVlJX1p/ie6GjRoQJydnbXqatasmVZdhoaGpFWrVpKR1fzY2dmRhg0bPpcuCwuLl6bL1taWNGrU6Ll1ubi4SDc7mp+mTZu+kC5ra2vpxlPz06pVK626zM3Niaur63PpMjAw0KmrSZMmpHHjxlrP14vocnV1fW5dNjY2xMbG5rl0mZmZkaZNmz6XLn19fZ26GjduLMHXRestW7bUemwzMzPSrFkzrbpcXFxeSJetra3O3y9txzY1NX0hXa1bt9aqy9ramtjZ2WnV1bJlS60/R1NTU9K8eXOt343Ozs5addFrnDZdjRo1qlOXtmObmJi8NF0NGzYk9vb2z+UJTExM6vQE9EZbmy5dXkWXJ3hVvUpdunRde1/Eq7xMT1DvVdiPoaEhadmy5UvzKvSFjSi3+t9eqM94vrqli+Opp6cHXT8jQ0NDbqT/f/LvauITnrX+SV26/u16Xf93dOnr6z83v7Ze16uj60W+R15EV13no15Xva6Xqeu/8dr7Invrvcp/9m/X6+JL19/cq6qrrmrUqBGCg4MxePBgvPbaa0y79X97act46ov+n+vrf7ciIyOZ/7tRo0Z44403sGXLFuTk5ODdd99l1tu3b49p06YhLi4OFy9eZLJNJiYmCA4OxsqVK5GdnY2ff/6Z2evs7IxPPvkEBw4cQGZmJnr06CGt6empmX8//vgjUlNTsXfvXmZvw4YNMXr0aGzevBnZ2eGtjcoAACAASURBVNl4//33mXUPDw9MnToVp0+fxqVLl5hMjLGxMYKCgvD7778jKysLv/76K6fr448/xv79+5GZmYnevXszunr27IkffvgBKSkp2L9/P9ND37BhQ4waNQqbNm1CTk4OPvzwQ+bY7u7umDJlCmJjY3Hp0iXY2toyugIDA7FixQqoVCosXryY2evk5IRx48Zh3759UKlU6NevH6dr/vz5SE5OxqFDhxhdVlZWeP3117Fx40bk5OTg448/Zo7drl07fP311zh16hQuX74Me3t7RldAQAB+++03qFQqLF++nNnr6OiIjz76CHv37oVKpUL//v2Z9e7du2PevHm4fPkyjh49yuQZLC0tMXLkSGzYsAHZ2dkYP348s7dNmzaYPHkyTp48ieTkZDg6OkprRkZGGDRoEJYvX47MzEz8/vvvzF4HBwd8+OGH2LNnD1QqFXx9fZl1b29vfP/990hKSpJyzXJdr732GtavX4+cnBx89tlnzF43Nzd89dVXiImJQXJyMgNiNjIygr+/P5YtW4bMzEz88ccfzF57e3uMHTsWu3fvhkqlQkBAALPerVs3zJ07F5cuXZIyX7QaNGiAESNGYN26dcjJycGkSZOYva1bt8aXX36JEydOICUlBU2bNpXWDA0N4efnh6VLlyIzMxOrVq1i9trZ2WHs2LGIjIyESqVCUFAQs961a1fMmTMHiYmJOHnyJJMtsbCwwPDhw7F27Vrk5ORg8uTJzN5WrVph0qRJOH78ONLS0tCiRQtGl6+vL5YsWYKMjAysWbOG2Wtra4v33nsPERERUKlUCA0NZda7dOmC7777DhcvXsSpU6eYnKKFhQWGDh2KNWvWICcnB9988w2zt2XLlvjiiy8QHR2N1NRUtG7dWlozMDDAwIEDsXjxYmRkZGDdunXM3iZNmuDdd9/Frl27kJ2djcGDBzPrnTt3xuzZs3HhwgWcPn2ayWuZm5tj6NChWL16NXJycjB9+nRmb4sWLfD555/j2LFjSEtLQ5s2bRhdAwYMwK+//oqMjAxs3LiR0/XOO+9g586dyMrKwrBhw5j1Tp06YdasWUhISEBcXByTPzIzM8PgwYOxatUqZGdnY8aMGcze5s2b47PPPsPRo0eRlpYGd3d3Rlf//v0lXVu2bGH22tjY4O2338aOHTuQlZWFESNGMOteXl6YOXMmzp8/j/PnzzOZUTMzMyiVSoSHhyM7OxuzZ89m9jZr1gwTJ07EkSNHkJ6ejg4dOkhr+vr68PHxwcKFC5Geno5t27Yxexs3boy33noL27dvR3Z2NkaNGsWse3p6YsaMGTh37hzi4+OZbKapqSkUCgXCwsKQnZ2NuXPnMnubNm2KCRMm4PDhw0hLS4OXlxejq2/fvvj555+Rnp6OHTt2MHutra3x5ptvYtu2bcjKysKYMWOY9Y4dO+Lbb7/F2bNnER8fz2T6TE1NERoaij///BM5OTmYP38+s9fV1RXjx4/HwYMHkZGRgS5dujC6+vTpg59++gnp6emIiIjgdI0ZMwZbt25FTk4O3nrrLWa9Q4cOkie4cOECk1EzMTFBSEgI/vjjD2RnZ2PBggXMXhcXF3z66aeSLm9vb2mNeoIFCxYgLS0Ne/bsYfZqepX33nuPWW/fvj2mTp2KM2fOIDExkckVa3qVhQsXMnupV6GeoGfPnoyuXr16SV5l3759zF65V8nJycHYsWOZdeoJqFdp0qSJtKbpVRYtWsTslXuCurzKgQMHtHqV7OxsfPTRR8yx27Vrh2+++QaxsbFISkqCnZ0do0vuVZYuXcrs1fQEPj4+jK4ePXpIXuXw4cOMJ6BehXqCTz75hDl227ZtGa/i4OAgrRkZGen0KtQTREVFITMzEwMGDGDWn8WrUE8wYcIEZq/cq6SkpMDJyYnRRb2KSqXCypUrmb329vb44IMPJK/i5+fHrMu9SnR0NONVND3B559/zuyVe5Xi4mJs2bIFo0eP/lfddOos0WvQl/Wpb7UV18cffyxk6xGiHs1vZ2cnZOsRQsjq1auFzD9C1CPde/ToIWTrEaJGGVhaWnL5EVoTJkwQsvUIUY/mt7e3F7L1CCFk3bp1xM7OjmP+UV19+vTh8iO0UlJSiKWlJZd1pfX5558L2XqEqEfzOzo6cllXWhs3bhSy9aguHx8fLutKKz09nVhaWnJZV1pfffWVkK1HiHo0v7OzM5d1pbV161YhW4/WwIEDuawrrczMTGJpaUmGDh0qxIBMmTKFy4/QKi8vJ66urlzWldaOHTuEbD1agwYN4vIjtHJycoiVlZWUddXEgEyfPp3Jj8h1VVRUkGbNmnFZV1qRkZFcfkReQUFBXNaV1tWrV4mVlRXH1qM1a9Ysia2niQF58uQJadGiBfHx8RFiQKKiooRsPVoKhYLLutK6fv06sbKy4vIjtObMmaM1P/L06VPSqlUrLutK68CBA0K2Hq0hQ4ZwWVdaN2/eJA0bNuQ4wLTmz58v5AAToh7N7+bmJmTrEaJGZYiyrrRGjBgh5AATQkh+fj5p1KiRkK1HCCE//fSTkANMiHoEfrt27bisK63o6Ghh1pXWqFGjuKwrrcLCQmJtbS3kABOixkZQDrAmBqS6upp4eHgI2XqEqJEUIg4wrTFjxgjZeoSoMULW1tZCDjAhamQT5QDLmX+EqPEzHTt2FLL1CCEkNjZWmHWl9c477wg5wISoMUI2NjZCDjAhajSSiK1HdXXq1EnIASaEkLNnzwqzrrTef/990rZtW44DTIiaH9qkSRMhB5gQ9ZwCbbpo9k/EASaEkISEBJ3Mv48++kjIASZEzQ+1tbUVcoAJUaN+dHmC7t27CznAhKixS7o8wSeffKLTq9jb22v1KmvWrBFygKmunj17avUqly9flnSJPMHEiRO1epWHDx8SBwcHrV5l/fr1Qg4w1dW3b1+tXiU1NZXxBJq6Jk2apNWrPH78mDg5OXFZV1qbNm3S6lUIUfNDNbOutDIyMiRPIMKATJ48WatXKSsrk7yKJgeYEDWKRZdX8fX1FXKACVHjjSwtLbmsK62pU6c+k1cReYKdO3cSGxsbrV4lICCgTq+imXWl9e233wo5wISoPUGzZs2EHOB/e6E+4/nqljZ+FCHqi5+IrUfr+vXrQu4QIeo/CBHDjlZBQYHO8LM23hbVJWLr0bpx48Zz67p161adukQMKELUbD8Rw06uS8RkI0Rt3kVsPbkuEcPuWXSVlJQ8t67KykohW49WYWHhC+kSsfWeRVdVVZWQrSfXJWLYPYuu0tJSIcPuWXRVV1cL2Xq0bt++/dy6Hjx4oFPXzZs3hay4Z9UlYtg9qy4RW+9ZdNXU1Ghl/hGivmF5Xl0PHz7UCdLOy8vTqqu2trZOXSK23rPoevToUZ26RKy4Z9FVXFysU9f169e16nr8+LHOLFBdunR9ZxcXFwvZes+iq6ysTKeu/Pz859Z1584dIVtPrkvbtaSsrEzI1pPr0sbWq62t1XntvXv37nPrKi8vF3KAaRUUFOhk/uk6X3fv3n1uT1BRUSHkAMt1vYgn0KXrRTzBs+jS9rv7Il7l6dOndXqV5732vohXqaysfCW9Ch1Spq1exKuUlpb+n/Qq/+bSduNZ/973Fai6Xr/LWw80y8DAQOfoZnl7gOi4z7tXT09Ppy5da3Wt6+np1alL2/qz6HpZ/811/Sxepq7n/XefZe/LPF+69tb1u6urXuR86dpb17/9T56vf+r360V+ji967Oc9X8CL/Rxf9G9KV/23fme/iK5/4vue7n8Zx/6nzlddx9bX13+p30G66kV/71/kd0RX1fV7/7ye4EV/jnXtfRFdL9MTvKp/jy/Lq9QXX/Ucz1egpkyZgilTpuDmzZscY+jp06do06YNoqOj8eDBA47vt2PHDgwePBhZWVkAWL6fgYEB/P39sXr1ahQVFXGMoZycHHTo0AFJSUl4+vQpx/f79ttvMXnyZNy4cYPTVVVVhbZt2+LYsWN48OAB7OzsGF0RERFQKBRQqVRCXUFBQQgPD0dRURHHQ8zNzYWHhwcuXbok8f3kumbNmoVJkybhxo0bMDExYbiDVVVVcHd3x5EjR4Q8xKioKAQHB0OlUoEQljuor6+P0NBQ/PHHH7h9+zan6/r163B3d0diYqKQOzh37lx89tlnuH79OkxMTODs7Cx9IdXU1MDd3R2HDh1CaWkpbG1tmWzu/v37ERAQgMzMTE6XgYEBhgwZghUrVuD27dscRy8/Px/t2rXDhQsXhLrmz5+PCRMm4Pr16xwPkRACDw8PHDhwQMj3O3z4MPz8/JCZmYna2lrufA0fPhzLly9HYWEhx2ksLCxEmzZtkJCQIOQO/vTTT/jkk09w7do1oa4OHTpg3759Ql3Hjh3DwIEDkZGRIdQ1atQoLFmyBIWFhWjQoAGj6/bt22jTpg3i4+NRXl7O8f1++eUXjBs3DteuXRPyED09PbFnzx7cv3+f4/vFxMSgf//+SE9PlziNlO+nr6+PN954A4sWLcKtW7c4vt+dO3fg5uaG8+fPC7mDS5YswQcffIDc3FxOl56eHjp16oTdu3cLeYinT59G3759JV1yHqKenh7efvttLFy4EAUFBZyue/fuwc3NDefOnRNyB3/77Te89957yM3N5Th6enp66Ny5M3bt2oV79+7BxsaGyVOdPXsWvXv3RlpaGsdD1NPTw/vvv48ff/wRBQUFHHewtLQUrVu3RlxcHB4/fgwnJydG18qVK/H222/j6tWrHHdQX18fXbt2xY4dO3D37l2OOxgfH48ePXpIuuR8Pz09PXz00UeYP38+8vPzOV0PHjyAm5sbzpw5I2Qkh4eHY8yYMbhy5Qqny8DAAN27d8e2bdtw9+5djkV88eJFdO/eHampqRx3UE9PD59++inmzJmD/Px8ju/36NEjuLm5ITY2VuI0yjOKa9aswejRo3HlyhWOO6ivr4/evXtj8+bNEj9SrispKQldu3ZFSkoKx/fT09PDxIkTMXv2bOTl5XG6ysrK4ObmhlOnTgkZyevXr8fIkSORk5PD6TIwMEDfvn2xceNG3Llzh+MhpqamonPnzkhOThbqmjRpEmbMmIG8vDyORVxRUQE3NzfExMQIeYibNm3C8OHDkZ2dzXEHDQ0N4ePjg/Xr16O4uJjTlZGRAS8vLyQnJwu5g5MnT8a0adNw8+ZNTteTJ0/Qpk0bnDhxQsgd3LZtG4YMGSLUZWBgAF9fX6xduxbFxcWcJ8jKytLpCaZOnYpvvvnmubzKzp07JbYpwHuCQYMGSV5F89pLvcqlS5eEjOQZM2bgq6++0upV2rVrh6NHjwo9QWRkJEJDQ4VeRV9fH8HBwQgLCxN6gmvXrsHDwwOJiYlCRvLs2bO1epXq6mq0a9cOhw8fRmlpKcci3rt3L4KCgrR6FYVCIXkVzWvvjRs34O7ujosXLwo9wffffy95Fc1rb01NDTw8PHDw4EEhI/nAgQNavYq+vj6GDh2KFStWCD2BplfRZCT/8MMPOr1K+/btsX//fpSUlHCe4MiRIzq9yogRI7Bs2TLcunWLYyRTT6DNq/z888+SVzEyMmKYv9Sr7N27Vysj+d9a9RzPV7hWr17NjGCWZ8QyMjIY9hrAcgdjY2OZkd2UOxgWFkZUKhWZNm0as1fOHUxOTiYdO3aU1ih38OeffyYZGRkMjwmAlBHbunUrycjIIK+99hqzTrNYZ8+eJadPn2ZGdpuamkoZMZVKRb799ltmr5w7mJycTDp16sTokmfE5DwmqmvMmDFky5YtJCMjg7z++uvMOs1ixcXFkbi4OInjCahHyNOMWFZWFpk1axazV84dTElJYZhdev+fO0gzYnJ2JMByBzMzM8kbb7zBrHt4eJCpU6eSM2fOkLNnz0psLKqLZsSysrLInDlzmL1y7mBKSgrD7NLT02MyYnJ2JMByBzMzMxkmHAAmI3bu3DmJjQWoR8gHBQWRFStWkKysLIY5CPzNHdy3bx9JTU1l+KJ6Mh5icnIy2blzJzOiXJ7FyszMZPi1gJo7SDNi8fHxxNbWltEVGBhIfvvtN6JSqcgPP/zA7JVnsVJTU0nv3r0ZXTQjdvnyZRIZGcnpolkslUpF3n//febY8oxYQkICg0eScwdVKhVZsGABp+vDDz8kUVFRJC0tjWGJAWoeIs1iRUVFMfgGyh1cv349UalUDKsOgJQRi4mJIRcvXpQ4nlQXzWKpVCqycOFCZq+Dg4OUEUtLS2O4p4Cah0izWPv372fG2Mu5gyqViowbN47ZSzNiJ06cIBcvXpQ4nlQXzWKpVCqGhQiwPMS0tDTi6+vLrHfr1k3KYh08eJBBfMgZySqViuHqAn/zEI8fP04SExMljifAcgdVKhVZsmQJs1fOSE5PTyf+/v7MeteuXaUs1pEjRxikgHzkflZWFpkwYQKzt1WrVlIW69KlSxLHk+qiuXGVSkWWL1/O7JUzktPT00lgYCCzLs+NHz16lEEKyBnJKpWKYegBLCM5KSmJ4XjKGckqlYphNAKQMmI7d+4k6enpDI8VYLmD0dHRDApBzkPMyspieL8Ay0i+fPkyw/GUM5JVKhX5448/OF3vvPMO2bFjB8nIyCAKhYJZl+fGT5w4weBF5DzErKwsMnnyZGZvcxl38PLly6Rdu3aMLjkjWc6OBP7mIVJPMGTIEGZdnhs/deqUxPEE/uYhUk/wzTffMHvljOTk5GTSvn17aU2TkSzyKjQ3/rxe5c8//yRZWVk6vcrly5cZ5rjcq6Snp5N169Yxe+W58czMzDq9CuV4Ul2hoaGSJ5BziAHWq6SkpGj1KmlpaWTjxo3MXnluPDMzk4waNYpZl+fG4+LiJI4nwHoClUrFcIgB1qskJyeTrl27Smtyr5Kamkq2bNnC6ZJ7lTFjxjDr1KtQT6DpVWhuXKVS1elVunfvzujq1auXlBvfvn07s1fTq7z99tvMupyRfP78ec6r0Nx4VlYWmTdvHrNX7lVSUlIYvqieBiN5165dOr2KnF8L/O1VNHPj/7ZCPU7l1S1dOJWXOdL9VR01X9fef2oU+P9VXbp+Vv/kz/FFRqcbGRmhqqrquXS9zJHuL6KrrvOlS/c/eb5eBHVQr+s/q5eJDHiRY7/I+XqZ30Gvqq7/q9feV1WXru+/V1VXvVfh65/CqbxMXY0bN0ZwcDCmTJkCT0/P59L3f7X0tOBU6lttX4E6ceIEbty4wf3vnp6e8PHxQWlpKR49esSsmZqaIigoCPb29igqKuL+aFxdXaFUKlFWVoaSkhJmjY5u79ixI+7du4eKigpm3draGiNGjEBtbS3u3LnD6erQoQP69++vVVdgYCAcHBxQXFz8H+vq3bs3vLy8cPfuXaGu4cOHgxCC4uJiTlf79u0xcOBAPHjwAA8fPmTWTExMEBgYCCcnJxQXF3NmxMXFBUqlEuXl5ZwuOlLey8sL9+7dQ3l5ObPeqFEjDBs2DHp6eigqKuJ0eXh4wM/PD6WlpUJdAQEBcHFxEepydnbGkCFDhOeLjpTv3Lkz7t+/z+lq2LAhhg0bBgMDA9y+fZvT5e7uDj8/P+H5MjY2xqBBg+Di4oI7d+6gsrKSWXdycsKQIUNQXl6O+/fvc7p69uyJLl26CM+XlZUVhgwZAmNjY6Gudu3aYdCgQXj48CEePHjA6fL394erq6tQl6OjI4YOHapVV48ePdCtWzfcv38fZWVlzLqlpSWGDBkCU1NToa62bdtq1UVxLs2aNUNxcTGny8HBAUOHDkVFRQWnC1CPlPf29taqa/DgwTAzM8Pt27e5i1ybNm0QEBCAR48eCXX5+vqiZcuWQl329vYYNmyYVl3e3t7o3r27UFeDBg2gVCphYWEh1OXm5oagoCDh+TI0NMTAgQPRqlUr3LlzB0+fPmXW7ezsMHz4cDx58gT37t3jdHXr1g09evTQqkuhUMDS0hJFRUWcYWjdurVOXQMGDICbm5tWXcOGDdOqq0uXLujVqxdKSkrw+PFjZs3CwgIKhQINGzYU6mrVqhWCg4Px6NEjlJaWcrr69++Ptm3b4u7du3jy5Amzbmtri+HDh+Pp06dCXZ07d0bv3r2FuszNzREaGopGjRqhqKiIuzlt0aIFQkJChLoozqVdu3a4c+cOp6tJkyY6f46dOnVC3759teoKCQlB48aNUVxczOlq3rw5QkND8fjxY6EuHx8fuLu7C8+XjY0NRowYofV8eXl5oV+/fsJrnJmZGUJCQmBjYyM8X82aNYNCodCqq1+/fvDw8BBeexs3bqxTly5PYGZmhuDgYNja2gqvvU2bNoVCodB67e3bty86dOig0xNUV1fj7t27nK6OHTvq9ARBQUGws7N7KV5Flyfo0KEDBgwYILzGUa/i6Ogo1OXi4oLBgwc/l1ehngCAVq/i6+ur1asEBATA2dlZq1fRpqsuryL3BP+pV5F7Al1eRdu1ty6vMnToUBgaGj6XV/H390fTpk1fOa/i5+eHjz/+GJ988gnatm3L7f9vr/pW21e4Nm3axLUG0KmJFPEBWWuAfHR7RkYG0dPT41oD6AQu2u4jGilfVlZG7OzspNYAzZHytEXTyMhIOFKetrnRNsaoqChJl0qlktoCRSPlp0yZQgB1u6DmSPny8nKpLVA0Un7nzp2SLtFI+UGDBhFA3S744YcfMiPlc3JypLZA0Uh52gJM2xjlI+UrKiqktkDRSPndu3dLukQj5YODgwkA4Uj5q1evSm2BopHytK2GtjHKR8o/ffqUuLq6EgDCkfJ79+4lgLotTzRSXqlUEgDCkfLXr1+X2gJFI+Xnzp1LAHVb3vDhwxnMTGVlpdQWKBopf/DgQUmXaKT80KFDCQDhSPmbN29KbYGikfK01VbeLkh1VVVVSW2BopHyR44cIfj/7W+0jVE+Up62bYlGyhcUFBATExMCQDhS/qeffiIA2y5Ip19WVVVJbYGikfLHjx+XdIlGytO2LRH+prCwUGoLpG2McszMr7/+SvD/2/I0R8pXV1dLbYGikfInT56UdIlGyr/55psEsnbBHTt2SFMmi4qKpLZA2sYox8wsXbpU0qWJv6mpqZHaAkX4m9OnT0vtb7RdUI6/oa3cIvzNnTt3pLZAT09PqV2Q6vrtt9+YdsGwsDBpymRNTY3UFkjxN3LMzLlz57h2QTn+ZuzYsVK7oCb+5t69e1KEoWPHjlK7IJ3mSFtH5dEGqqu2tpZ07txZahccP348g5lJSEjg2gXl+BvaMi1vY6RTJktKSqQIQ4cOHaRoA9UVHh4uteVp4m9qa2ulqIC8XZBOmbx06RLXLijH39CWadrGKMfMPHjwQGoLlEcbqK61a9dybYx0+iVFfECjXZDqunz5MtMuqIm/+eyzz6R2wdGjRzOYmYcPH0ptgSL8zfr16yVPQNsY5Z6gb9++XLsgvfampqZKnkCEv6GtybSNUe4JHj9+LEUY5NEGeu2lcRKRVyGESC35IsxMZmamTq/y9ddfM15F7gnKysqkCIMIf0NbNKlXWb58OeNV/Pz8GE8QFRUleYKsrCzOq8g9AW0BlkcbqK6KigqdXmXXrl2MV9H0BLT1XYS/uXLlCudV5J6AtgDLow3Uqzx58kSnV9mzZw/jVZYuXcrooq3vIq+Sm5vLeRW5J/juu+8kXZpIvKdPn0oRBpFX2bdvH+NVNJF4gwcP1upVbty4wXkVORKPxoLk0Qa5V2nRogXjVeSe4NChQ5IuERKPtpjrwt/8Gwv1OJVXt3766Setv6i5ublCpiStjRs3CpmShKi/FL/99luO00Tr5MmTQqYkrYULFwo5TYSo/8hFTElamzZtImvWrBGOlH/y5An59ttvOU4TrdjYWCFTktYvv/wi5DQRor4hEXGaaG3ZskXIaSJE/aU4Y8YMjilJ68yZM0J+FK1FixYJmZKEqG9IRExJWtu2bSOrVq0Sjm6vrKwkM2fO5JiStM6ePStlg0S/I0uWLBEyJQlR35Bomn157dixQ8iUJER9ozRz5kyOKUkrPj6eM9XyWrZsmZApSYj6hmTGjBkcU5LWrl27hExJQtQ3SrNmzeKYkrQuXLggZYNEupYvXy5kShKiviH59ttvOaYkrcjISCFTkuqaPXs2x5SklZiYKGRK0lqxYoWQKUmIGrGgS9eePXuETElC1DdK3333HceUpJWUlCRkStJauXKlkClJiBoZ8O2333JMSVp79+4VMiUJURvsOXPmkH379gl1JScnC5mStP78808hU5IQ9Qj86dOnc0xJWvv37xcyJamu77//njH78kpNTRUyJWmFh4cLmZKEqG+Upk+frjUbdPDgQSFTkuqaN28e8wBQXhkZGUKmJK1Vq1YJmZKEqPEz06dP55iStA4fPixkSlJd8+fP55iStFQqlZApSWvNmjVk/fr1HFOSEPWN0vTp0zmmJK1jx44JmZJU1w8//MAxJWllZ2cLmZK0/vrrL7Ju3TohZqa8vJxMnz6dY0rSio6OFjIlaS1YsIBjStK6evWqkClJa/369UKmJCFqTzB9+nSOKUkrJiZGyJSkpcurXLt2TciUpLVx40YhU5KQvz1BXV5FkylJ60W8yubNm4VMSUL+9gTavMrp06d1eoJff/1Vq1fJz8/nHgDKa+vWrVq9SmVlpeRVRNfeuLg4KccsqsWLFzMPAOV169YtnZ5g27ZtQv41IX97Am1e5dy5c0L+NS1dXuX27duSJxDp2rlzJ/MAUFPXrFmzyOHDh4XX3v8JryJ/AFhf6tJ241mf8ayv+qqv+qqv+qqv+qqv+qqv+qqv/5HSlvHUDTCqr/+VioqKEvaPA0BeXh6io6O5vnVaMTExyMnJEa49efIEkZGRXE88rcuXL+PChQtaQ9N79+7Vqis/Px/Hjh3TquvkyZPIzs4Wrj19+hQRERFadSUnJyMhIUGrrn379qGwsFC4duvWLRw9epTLZtE6deqUNJ5csyorKxEREcH16tNKSUlBfHy8Vl37umDk6AAAIABJREFU9+/HrVu3hGuFhYU4cuSIVl2xsbFadVVVVenUlZaWhvPnz2sdHLJ//34UFBQI14qKinD48GEuA0Xr9OnTyMjIEOqqrq5GREQEl2OilZ6ejrNnz2rVdeDAAeTn5wvXiouLcejQIa26zpw5g/T0dKGumpoaREREcPkXWpmZmTp1HTx4EHl5ecK1u3fv4uDBg1ymh1ZcXBzS0tKeS5dKpcKZM2e06jp06BBu3rwpXLt37x4OHDigVde5c+eQmpoq1FVbW4uIiAhhxhNQIxZOnz6tdfjC4cOHhRl1ACgpKcH+/fu57Ayt8+fPIyUlRaiLEIKIiAhh1g1QIxZiY2O16jpy5IhWXaWlpdi3b59WXfHx8UhOTtaqKzIyUquuK1eu4NSpU1p1HT16FNevXxeuPXz4EFFRUVxulVZCQgIuX76sU5colw8AV69excmTJ7UO2zl27BiuXbsmXHv8+DH27NmjVdeFCxeQlJSkVdfu3bu16rp27RpiYmK06oqOjkZubq5wraysDLt37+byobQSExNx6dIlnbpEGTxAjc86ceKEVl3Hjx/H1atXhWvl5eU6dV26dAmJiYlah5Ls2bNHmMEDgJs3b+L48eNar70nTpzQ6gkqKioQGRnJ5TBpJSUl4eLFi1qvcS/qVXR5ghf1Kto8QUFBQZ1ehSJeNKuyslKnruTkZJ2e4GV5lbo8QWpq6nN7ldu3b9fpVShKRbOoJ9DlVc6dO6fTE+jyKro8wYt4lYyMjDo9gTavcufOHZ266ouv+uFCr0BFRkYiJCQEhw4d4hhWFhYWCAoKwpw5c5CUlMSxoq5cuYLu3btj69atHCvK0NAQs2fPxgcffIDTp09zDKva2lp06tQJK1euFLKioqKiEBQUhIMHD3IMK3NzcygUCsyePZvhbVL2UW5uLry9vbFlyxaOa2loaIjvv/8e77//PmJjY4Vcy86dO2PFihVCVtT+/fsRGBiIAwcOcAwrc3NzDBkyBDNnzsSlS5c4JtONGzfg7e2NzZs3c6woAwMD/Pjjj3j33XcRGxvLsaL09PTQpUsX/Pbbb0JW1KFDhxAQEID9+/dzDCsLCwsMGzYMM2bMQGJiIqcrLy8PXbt2xaZNmziupYGBARYuXIi3334bp06d4lhRlEm4bNkyIdfy6NGjGDRokHQRlHMtzc3NMXLkSEybNg0XLlzguJaFhYXo0qULNm7cyHEt9fX1sWjRIrz11ls4efIkx480NDSEt7c3li5dKuRanjhxAn5+fti7dy/HtTQ3N8eoUaMwZcoUXLhwgeNaFhUVoXPnztiwYQPHtdTX18eyZcvwxhtvICYmhtNlZGQEb29vLFmyRMi1PHnyJHx9fREVFYVbt27BwsJC0mVmZoa33noL33zzDRISEjiu5b1799CpUyesX78eubm5MDQ0lLiW+vr6WLFiBUaPHo0TJ05I/EjKtTQ2NkaPHj2waNEiIdfyzJkzGDhwIPbs2cNxLc3MzPDuu+/iq6++Qnx8PMe1LCkpgZeXF9atW8dxLfX09PDnn39i5MiROH78OMe1NDExQa9evfDLL78IuZbnzp1D//79sXv3bo5raWpqig8//BBffvklzp8/z3EtS0tL4eXlhb/++gtXr15lOI16enpYvXo1XnvtNURHR3NcS1NTU/Tp0wcLFy4Uci0TEhLg4+ODyMhIjh9pamqKjz/+GJ9//jnOnz/PcS0fP34MT09PrF27luNa6unpYe3atRg+fDiOHTvGcS1NTU3Rr18//PTTT0hJSUFVVRWcnZ0lTmNiYiL69u2LXbt2cbpMTEwwceJEfPbZZzh37hzHtSwrK4OnpyfWrFmDnJwcidNIdW3YsAFDhw7F0aNHOa6lubk5fHx8sGDBAiFv8/Lly+jTpw927tzJcS2NjY0xadIkjB8/HmfPnuW4lk+ePIGnpydWrVrF8SP19PSwefNmDBkyBEeOHOG4lubm5hg4cCDmz58v5Fqmpqaid+/e2LFjB8e1NDY2xtdff41PP/0UcXFxePjwIezt7SVdlZWV8PT0RFhYmFDX9u3boVQqcfjwYY5raW5uDj8/P8ybNw+XL1/mrr0ZGRno1asXtm/fznEtjYyMMG3aNIwbNw5xcXEc17KqqgpeXl4ICwsTci137twJhUIheQJNXQEBAZg7d67kCeRcy6ysLPTs2RPbtm3juJZGRkaYMWMGPvroI5w5c4ZjcNfW1sLLywt//vmnkGu5e/fuOr3Kd999J/E25efr6tWrOr3Kd999h7Fjx+L06dMcP5IQotOrUOYl9Sqa197Q0FDMnj1byOC+du2aVq9iYGCAefPm4b333sOpU6c4XZRTrM2rHDhwgPEqcga3ubk5hg4dKnkCTa7lzZs30a1bN61eZcGCBXjnnXckXZqeoEuXLli+fLnQqxw+fBiDBg2SbkDlXEtzc3MMHz4c06dPx8WLFzmvUlBQwHgVOddSX18fv/zyi+QJNL2KgYEB51Xk195jx47B398f+/btk3TJf46vv/66Vq9y+/ZtxqvQay/VtXjxYowZMwYxMTEcg5t6lSVLliAjI0OnV9FkXZubm2P06NFavcq/ubQNF6pvtX0FavTo0di+fTvzv7m6ukKhUKBFixbYsGED0tLSpDV9fX306tULSqUSBQUFCAsLY57mWVtbIzg4GL169cLOnTsRGxvLHLt9+/ZQKpUwNjbG6tWrmSdfJiYm8PPzg0KhwLFjx7B7925mr4uLCxQKBVq1aoWNGzciJSVFWqOTy5RKJW7fvo2wsDDmKVCjRo0QFBSEPn36YNeuXTh16hRzbA8PDyiVSpiammLNmjXMEyYTExP4+vpCqVTi+PHjiIiIYPY6OztDoVCgdevWQl09e/aEUqlEcXExwsLCmDdDDRs2RFBQEPr164edO3dyutzd3aFUKmFubo41a9Ywb8OMjY3h6+sLhUKB2NhY7Nixg9nr5OQEhUKBtm3bYuPGjbh8+TKjq0ePHlAqlbh79y7CwsKYNzBWVlYICgqCj48PIiIiEBMTwxy7Xbt2UCqVaNCgAdauXcu83TE2NsbAgQOhUCgQFxeHbdu2MXsdHR2hUCjQrl07bNq0CUlJSYyu7t27Q6lU4v79+wgPD2ee3FtZWSEwMBADBgxAREQETpw4wRy7bdu2UCqVsLKywtq1a5m3O0ZGRhgwYACUSiXi4+OxefNmTldoaCg8PDywadMmXLp0iVnv3r07FAoFHjx4gPDwcObJvaWlJQIDAzFw4EBERkbi+PHjzN42bdpAqVSiUaNGWLt2LfN2x8jICP3794dSqcTFixexceNGZq+DgwNCQ0PRvn17bNmyBZrfY97e3tIky7CwMOYJuaWlJQICAuDr64vdu3cjOjqa2evm5galUglra2vpxlCuy8fHB0qlEklJSVi/fj2z197eHqGhoejYsSM2b97M6eratas0rTk8PJx54tugQQMEBATA398fkZGRnK7WrVtDqVTCxsYG69atw5UrV6Q1Q0NDSVdqairWrl3L7LWzs0NoaCg8PT2xdetWJCQkcLoUCgWePHmC8PBw5i2whYUFAgICEBAQgN27d+Po0aPM3latWkGhUMDe3h5//fUX83bH0NAQ/fr1g1KpRHp6OtauXcs8Abe1tUVoaCi8vLywbds2xMfHM8fu3LkzlEolKisrsWrVKuatpoWFBQYNGoTAwEDs2bMHR44cYfa2bNkSCoUCDg4OWLduHfN2h04zVSqVyMrKwurVq5m3EU2aNEFoaCg6d+6Mbdu24fz588yxO3XqBKVSierqaqxatYqZLGpubo5BgwYhKCgIUVFROHz4MLO3RYsWUCgUcHJywrp165i3OwYGBujbty+USiWuXLmC8PBwRpeNjQ1CQkLQrVs3bN++HWfPnmWO7eXlBaVSCUIIwsPDmbea5ubm8Pf3R3BwMPbu3YtDhw4xe5s3bw6FQgEXFxesX78emZmZjK4+ffpAqVQiNzcX4eHhzNuIunR5enpCqVRCT08Pq1atYt4empmZwd/fHyEhIdi3bx8OHjzI7KVTaZs2bYr169cjIyNDWqNTVpVKJa5fv47w8HDmzTZFJ/To0QPbt29HXFwcc+yOHTtCqVRCX18fq1evZt4empqaws/PD0qlEvv27cOBAweYvXQqbfPmzYWeoHfv3lAqlcjLy0NYWBjzppZ6gp49e2Lnzp04ffo0c+wOHTpAqVTCyMiI8wRUF70R3rt3L7NX7lU2btyI1NRURlevXr2gUChw69YthIeHM2/SGjVqhODgYPTu3btOr7JmzRrmbZjcE9TlVTZs2MDoelav0rdvX6EnqMurDBw4EEqlEjExMdi1axezV+5VNm3ahOTkZEZXz549oVAocOfOHZ1eZdeuXTh58iRzbHd3dygUClhYWGDt2rVMhwz1BEqlEqdPn+Y8Z11eRe4JwsLCmO4H6lX69++PXbt2/cdehXqCs2fPYuvWrcxeXV4FgKSrtLQUYWFhWr2KyBO0bdsWCoVCqyeguhISErBp0yZmr4ODAxQKBdzd3bFlyxYkJiYy697e3lAqlVAqlfDy8oKenh7+baWt1bZ+uNArUHIovOaHTsjU9pGDtTU/cni66COHX4s+cmDu/6QuOWz+eXS9rPP1qurSddxn0aXrv0sOjP+/pEvXsV9Ul66/mxfRpevv6Vl00Yl9/+nai+rS9TvwT+r6p85XXZ+6zpeu36FXVdeLXkteRJeu785XVdeLXkue9999lc9XvVf579dV7wn4T7NmzcjChQuFw6n+2wv1U21f3Vq0aBHzi0pRCkePHiU5OTkSHoT+Yfbv31+apHb06FHmF9/Gxoa88847ZMeOHSQvL4+MHz+eOTZFFsTHx5PLly9LWAn6x0dRCgUFBWTZsmXcHxBFFuTk5JCgoCBGlxylEB0dzXyBUZTC9u3bSV5enjRqnn48PT3JjBkzyPnz50lycrKElaC65CiFFStWMHspsuDw4cPkypUrJDQ0lPnCkaMUTpw4wXzJUJTCtm3bSF5eHvniiy+YY3fs2FFCKaSkpEhYCfoFLEcp/Pnnn8xeiiw4dOgQuXLlioQtobrkKIWTJ09KWAngb5TC1q1bSX5+Pvnqq6+YY3fo0EFCKaSkpEhYCaqLohTy8vLIqlWrOF2ffvopOXjwILl69aqELaG6KEohLS2NxMbGSlgJ4G9kwZYtW0h+fr40Ap9+2rdvL6EUUlNTSceOHaU1ilKg01X/+usvZq8cpXD16lUyfPhwaU2OUkhNTSVnzpwhVlZW0jpFFmzevJnk5+eTqVOnMseWoxTS0tKIl5cXoys4OFiarrphwwZmrxylkJubS0aOHMnooiiFlJQUEhcXJ2ElqK5Ro0aRTZs2kYKCAgnXQz9ylEJ6ejrp0qULc0GTIwsoyoB+5CiF3NxcCadCdVGUQnJyMjl37hxp3LixtC7HK9GJy/Jjy1EKGRkZpFu3bowuOV6JogzoR45SuHbtGnnjjTcYXT169JCmq8bHx0tYCYDFKxUUFEgYIfqhKIWTJ0+SzMxM0qNHD2lNE6+0c+dOxpDKUQrXrl0jb731FnPs7t27S9NVExISJNQU1UVRCrdu3ZIwQvRDUQoxMTEkMzOT9O7dm9ElxytFRkYyRkiOUrhx44aEeaEfb29vabrqxYsXiYODg7QmRyncunWLzJs3j9krRxaoVCoJwwHweKWoqChGl52dHRk7diyJjIwkN27cIO+//z5zbDleKTExkTg5OTG6KErh1q1bEt6IfuR4paysLAnDQXXJ8Ur79+9nDClFKURERJAbN26QDz74gDm2HK+UmJgooaYAFqVQWFgo4Y3oR45XysrKIgMHDmR0yfFKBw8eZAwpRSns2rWL3Lx5U8LP0A/FK124cIFcunSJNGvWTFozNzeXsE+FhYXkl19+YfbK8UrZ2dnE399fWqN4JToJ/vDhw8wDDDle6ebNmxJ+hn4oXikhIYEkJSVJWAmqa8iQIdJ01cWLFzN75XilnJwcEhAQwOiiXkWlUpFjx44JPQH1KhMmTGCOrelVWrduLa1Rr0I9wfLly5m9ml6FoswA9TWOepXMzEwSHR3N3EzJ8Up5eXnk888/Z479LF6FToL//fffmb3P4lWoJ9D0KnK8Ul5enoTFoR/qVc6ePUuSk5OJu7u7tEa9Cp0EHxYWxuzV9CoUW0J19e3bV8IrnTx5klhYWDC6KF4pPz9fQvjRD/Uq1BPIvYomXmn16tXMXhcXF8mr5ObmCr0KnQRfl1f55ptvmGNTr0I9AUVgUV1yvNK6deuYvc7OznV6FV2T4P8thfobz1e33n33XSGfjBBCiouLiYuLi/QHpIlSWL58OWnfvj3HJyNEjUnw9vbm+GS04uLiJLMv55PR+uCDD4R8MkLU+AZXV1fJ7GsiC37//Xfi4eHB8ckI+ZuPRvlkmiiF+Ph4yeyLkAXjxo0T8skIUeMbmjZtKpl9TWRBWFiYkE9GdfXp00fIJyOEkIsXLxJnZ2eOpUpr/PjxQj4ZIWp8Q7NmzSSzr4ksWL16tZClSnX5+PgIWaqEqHEXTk5OHJ+M1sSJE4UsVULUPLkWLVqQkSNHMnwyWuvWrRPyyaiuAQMGCFmqhKixEo6OjhyfjNakSZOELFVC1PiGli1bcixVWhs3bhTyyaguf39/IUuVEELS09OJo6MjxyejNXnyZCFLlRA1T65Vq1Ycn4zW1q1bhXwyWoGBgUKWKiFqrISjoyPHJ6M1depUIZ+MEDW+wc3NjWOp0tq5cydj9jWfvoaEhBBfX18hXiknJ4c4Ojpq5ZPNmDFDMvuayIKKigrStm1bjqVKKzIyUshSpaVUKiVTrYlSuHr1KnF0dORYqrRmzZolZKkSosY3uLu7cyxVWnv37mUeAGrqGjp0qJClSoiafevk5MSxVGnNnTuXdOr0/9g777CorrXtPwNqLImxKypqxN57iUaNRmMBY4q9RaOxR43GGhWMGmKJBUtsMfausSCoIIo0EQSlKL33NnQYyvP9QdZyrb3WHtQk7+v7Ze7r2tcJZ5+Zc2cYZt+z9rPuXxcpXqmwsBDbtWsnsFSJbG1tpSxVoq+++krKUkUsQ001bNhQYKkSbdq0ScpSRSzDEXTs2FFgqRLdvn2bhn0ZXmncuHFSlipiGWqqUaNGdAFQiSywtraWslSJr86dOwssVSJHR0cuVCtRCpMmTZKyVBHLUFONGjUSWKpE27Ztk7JUEcvQSV27duUWAFk5OTlJWapEU6dOlbJUEcvwDY0bN8ZJkyZJM8HOnTu5BUBlJujRo4fAUiV6+PChlKVK9PXXX6tmlZSUFDQ1NRVYqkQ2NjZSlirx1atXL5pVlJnAzc1NylIlmjVrFrcAyPpKS0vDJk2aCCxVov3790tZqohl15K+ffvi8OHDpZnA09NTylIlmjNnjmpWycjI4DKBMqscOnTolbOKMhOQhSAlS5VowYIFNKsoM4FWq8VmzZoJfHWio0ePSlmqxNfAgQMpS1WZCXx9ffVmlUWLFklZqogvs4qSpUp0/PhxLqsoM8HHH38sZakilp9Vli5dKmWpIpYhnZo3by6wVA0yfPF8qyXj8hFlZWVJeVuv8tjCwkIpN40oIyND72rMv+lLxif7J3xlZ2e/sS+dTqcX+vt3fekbtdD32KKionJ9ybhWr/LcOTk5f8uXjE/2v+2ruLhYry+tVvu3fMn4ZOxj1d4jxcXFUj7ZP+ErNzf3jX2VlJRI+WSsL318svJ8ybhpr+KrtLT0X/OVl5f31vqSMUtf1Ze+587MzHxjX/n5+f+qLxkb9FV9yZil/9u+CgoK3thXec+dlZX1t3wZMsGrP1an0721vv6tTGDIKq/vS9+1978stS+ehnIhgwwyyCCDDDLIIIMMMsggg/4RqZULlYtT0Wg0v1tZWR22srKabmlpuf+v/66WlZXVdSsrq/VWVlajraysblpaWpYLsTHgVOTaunUrJCcnc3XXRBEREbBnzx6uHpwVaf5ka7iJCgoKYMOGDaDRaGitNKsHDx7An3/+ydVds9q2bRskJSVJfUVFRcGuXbu4Gm5WpPmTreEmKiwshA0bNgAA0BpuVg8fPoQrV66o+tqxYwckJCRwdddEMTEx8Ouvv3I13KxIw6as7lqn08GGDRtoxbfSl6urK1y6dImr4Wa1c+dOiIuL4+rBieLj42Hbtm1cDTer8+fPw6NHj6S+ioqKwNLSklZ8K325u7vDhQsXVH3t2rULYmJipK9XYmIibN26lUOGsLp48SK4ublxaA6i4uJisLS0pBiLChUqcOcfPXoEZ8+e5dAcrPbs2QNRUVEcAoMoOTkZrK2tOTQHq8uXL4OLiwuH5iAqKSkBS0tL0Ol0FDXBysvLC06fPs0hMFjt3bsXIiIiwNTUVPCVmpoKW7ZsgapVq4KJiQkYGfEo5KtXr4KzszOH5mB9WVlZUVyE0pe3tzecPHlS1df+/fshLCxM+nqlpaXBli1boEqVKhTNweratWtw//59Ds1BVFpaChs3boT8/Hzp6+Xr6wt//PEHh8BgdeDAAQgNDeUQGEQZGRmwadMmDunA6saNG3Dv3j0OzUGEiLBx40bIzc3lkA5Ez549g99//13VF0FoyHxlZmbCpk2bKDpB6cvW1hYcHBw4NAfra9OmTZCTkyP15e/vD0eOHOEQGKwOHz4ML168kPrKysqCjRs3QqVKlaS+7Ozs4M6dO6qv1+bNmyEzM1Pq6/nz53Do0CFVX0ePHoXAwEAOgUGUk5MDlpaWULFiRamv27dvg729PYcMYX1t2bIFtFqt1FdQUBD89ttvHJqD1bFjx8Df31/qKzc3F6ysrCg6Qenr7t27cOvWLVVf1tbWkJ6eLr3GhYSEwP79+1V9/fHHH/Ds2TOpr7y8PLC0tARjY2OK5mDl6OgIN2/e5NAcrKytrSE1NVXqKywsDPbu3auaCU6cOAE+Pj7Sa29+fj5YWlqCkZGR9Brn5OQE169fV7326ssqkZGRsHv3br1ZxdvbWzUTkCz6Jlll+/btkJiYKPUVHR0NO3fuVM0EZ86cgcePH+vNBIgo9eXi4qI3E/z6668QHx8vvfbGxsbCjh07VDMBad3WlwnUsoqbmxtcvHiRXnuV+jtZ5cKFC+Du7i71VVxcDBs2bKCIMuW1xMPDA86dO8dhxFjt3r1bb1b55ZdfVDPBpUuXwNXV9Y2yiqenJ5w5c0Y1q9jY2JSbVQgW67/YXqsmNZxKueOxADAAALoBgD/z320FgFV//fMqAPilvOdBw6itqk6ePEk3NCv3PZaWluJHH31ENzSTfY9k7Mnf3x81Gg1XJsLuJSClNGzJCdlLkJOTQws02rZtK+wlOHPmDAKIJSdEpHiB7HFg9xI8f/4cjYyMaJmIct8j2ejNlpwQX3l5ebRAQ7aX4MKFC9QX2ffI+iLFC6Tk5Nq1a9RXcHAwLdCQ7XtcvXo19aXc45Cfn08LNFq3bi3se7x8+TIC8CUn7N4LUsbUoEEDYS9BWFgYLdCQ7Xsk5S+k5ITdS1BQUEALNGT7Hq9du0Z9yfY9koKD+vXr032PxFdkZCQt0JDte7S0tESAlyUnx44do74KCwtpgYZs36OtrS0t7ZDte/zss88QmDIRdt9jdHQ0LdBgS06IL1KywpaJkP2YOp0OmzdvjgB8yQnxZW9vT32xJSdEpEiAlImw+x5jY2NpgYZs3+PPP//M+WL3PRYVFdECDdm+RwcHB67kRLnvcdy4cdSXct9jfHw8LdCQ7XskZSakTITd91hcXIytW7cWSk6ILycnJ67kRLnvcdKkSULJCRl7SkpKogUapOSE3fdIykyqVq0q7HssKSnBdu3acSUnt2/fpmNPzs7OXMmJct/j1KlThZIT4is5OZkWaHTu3JmWiRBfpMyELT5jfZFSrWbNmtGSE+LL1dWVKxNR7nskJT5syQkZ0U5NTcX33nuPKzlh9z2SMpMqVarQfY9kP2ZpaSl26dKFKzmxs7Ojvh49esSViSj3Pc6aNYv6Uu57zMjIoKVasn2PpMyELT4j+zFLS0uxe/fuXMkJu+/R29ubKxNR7nucO3euUHJCRuO0Wi3WqFGDKxNh9z0ePXqU+lLueywtLaXlVaSQzdbWlvry8fHhykSU+x5JWQ4pOTl9+jT1lZWVRcu+ZPseSZmJsuSE+CLlVbJ9j35+ftSXrKOBFOjVqFFD6GjIzs7GOnXq0Eyg3Pd46tQpvVllwIABXCZgs0pAQIDerEJKaUhWYTNBbm4uzSqyfY9nz57Vm1UGDx5MfSn3Pb548UJvVlmxYoWQCdisYmJioppVLl68KGQVNhOQ4kgTExO675H4CgkJoZlAtu+RFNWxxWdsVmnUqBECgLSj4cqVK1xW2b17N7cfk5QxqWUVkglk+x7XrVtHfSn3PRYWFurNKtevX+eyyq5du7isYm5urjerkExAsgqbCUghHFt8RjJBYWEhNmvWTDWr3Lp1S8gEbFYhpUeyrPJfFvydPZ4A0EzxxTMIAEz++mcTAAh6lecxfPGUi23iYo9OnTqhhYWFtMqZBB62UY09mjZtihMnTpTW85PA89FHH0lrpkngYZvL2KNjx444evRoqS/Snsa2v7IH2eSv5qt///44cOBAqS8SLNRerw4dOuBnn32m6mvUqFE0qCoPUoqg5qtfv344aNAgad038cW2mbJH+/btccyYMVJfpNWNbXpjD1IiIavsJoHn448/lvoiwaJmzZrS527Xrh1+/vnnqr5GjBjBtdKyR6NGjfT66tu3Lw4ZMkTqiwQLts2UPdq2bavqq1KlSjh8+HDs1KmTtEK/YcOGOHnyZFVfffr0UfVFFkHq1q0r9dWmTRv88ssvpe8REiy6dOki9WViYqLXV+/evXHo0KGqvsaOHYv169eX+mrdurWqLxIsunXr9tq+AMoCj5ovEnjYNlP2aNWqFX711Veqvj755BPs3r271FcBqyBpAAAgAElEQVSDBg1wypQpqr569uyJn376qfQ9QhZBGjduLH1sy5YtcezYsaq+hgwZgj179pT6ql+/vl5f3bt3x+HDh6v6+uKLL7BJkybSx7Zo0ULVFwk8vXr1kvqqV68eTp06Va+vESNGSH2RRRC2ZZU9zMzMcNy4caq+Pv74Y+zTp4/0M7tu3bp6fZECHtn7q1q1ajhmzBiuZZU9mjdvruqLLIJ8+OGHUl916tTR66tLly6qvsjiDNsIzx4ffPABjh8/XtXXwIEDsV+/flJfZBFEzRcpUpL5Ik2vLVu2lD62WbNmqtde0kqvlgmILzXsxKtkFbJ4pTyaNm2qNxOUl1UmT56sN6uUlwn0ZRV9meBVsgpZJFIeHTp0UM0E/2ZWIYsgZDFGeZSXVUaMGPG3ssrgwYP/lawyfPhw7Nixo/Sz8Z/IKmQxRnmUl1XIIoiyxOu/IlD54snPpby66iNiAgDAX/9ZT+1/qNFovtVoNF4ajcaLhUsb9FL169cX/rvKlStDkyZNoEGDBsJYCkAZcNzU1BTq168vjBcZGRmBqakpNGrUSBgvAiiDEJPHKscGAMpAwqamptIRjXfeeQdMTU3BxMREGLN4VV+NGzeWjhdVr169XF9NmjSRjmi8qq969eoJYykajYa+XjJf7733nl5fJiYmYGpqKvVVqVIl6ks5/vE6vmS/x/JeLxMTE9XXqzxftWvXps+tHEsho9tqvl719apbt66qr4YNGwojoayvN/k9vvvuu2BqagoNGjR4bV8VK1bU+3rVqlULmjRpIn29AIC+XuX5Uo5eApR9PpB/ZzVfsvEi1le9evWkvho1agSNGzeWjq8RXyYmJq/tq0KFCnp/jzVr1qTvEeXoJetL9npVq1btjV+vV/FFfo9qvkxNTaWvV7Vq1ehntsxXvXr1VN9fxsbG1JdyhBagDGhPXi/lKCHxpfZ7rFq1Kn29lCOhrC/Z6/VP+FK7llStWpW+XrLP7Lp1676SL9lnEPFVr1691/ZVpUoV+nqV50s5Vsdee2WvF3vtVY4SEl9NmjSR+qpcubLea9yr+FJ7vci1pF69elJf+jIB8fWmWUXftYS8Xmqf2a+SCdR+j3Xq1KGfjUpf7DXuTbOKWiYozxd77ZVd4/T5Itdefa/Xm2aV2rVr089Gfb7eJKs0aNCg3Eyg79pb3uvVuHFjvVlF7fXS54u99squJcSXqamp9Hf1n5bs26jyAPGOp1ZxPuNVnsdwx1MuMh7F8u/IuAUZj1IbA/Hw8EAAnn/H1kyT8SjZGEh6ejpWr14dK1asSOuv2TEQwqVk+XdkrIEdj5KNgXh5eVFfsvrrOXPmIIB8DCQjIwNr1KihOhpKWE8s/4711atXLwSQj4E8efIEAXj+HVt/TcajZGMgmZmZWKtWLdUxEMKlJPw7FtXBjkf16NFDGA199uwZ9SVDdRCWGBkDYUdDyXiU2hgIGeWWjYGwo9ws/474IuNR7Mgqi8Qgo9xkZJUdDSWj3Cz/jh1ZJeNRspFVxJej3N26daP8OzJSSEa5Wf4d64uMcstGQ8koN8u/Y0dWySh3nTp16Mgq24hHRrlZ/h3xRcajZCOriC9HuWWoDjLKrWT1EpHxKJbVy/oio9ws/474IqPcSlYvERmPYvl3ZASTjHIrWb1EZJRbNhqK+HI8iuXfEV9klFvJ6iUio9ws/474IuNRaiOrZJSbZfWybbRklJtl9RJfZJRbyb8j2rRpE737oER1kFFutZFVMsrNjoayvr788kt6V0Q5skpGuZWsXiIyys3y74ivoqIibNmypcDqJb7IKDfLv2PbHMkot2xkNSEhAStXriyweonIKLcM1UFGudX4d2SUm2X1skgMMsotG1klo9xkUkKJ79q5cye9K6IcWSWj3EpWL/FFRrnZbSysLzLKTUZW2dHQlJQUrFatmupoKBnllqE6yCg3meBQZgI3NzcEkG9jQXw5yi0bWSWj3Gqjofv373/lrKLcxkJGudWyyuzZs7msoswE77//vsDqJSKj3CSrKDMB4RDLtrGQUW61rEJGuWWZQKvVYs2aNVWzChnlVssqZJRbto2FjHKzWYXNBAsXLuQyATsaSka51baxkFFultXLZoJ+/fohgHwbCxnlVssqZJRbto0lJydHyCpsJiCj3Cyrl2QCdpSbzSrkMzswMFBvViGj3LJtLGSU29jYmGP1Ep07d07IBGxWIaPcLKtXX0vuf0VgGLV9e3X48GHVN2pERISUf0d09epVKf8OsSzI7tmzR+DfEbm5uUn5d0RHjhwR+HdEUVFRUv4d0bVr17iwz6qgoAD37Nkj8O+IPDw8pPw7oqNHjwr8O6KYmBgp/47o+vXrXKhmVVhYiDY2NgL/jsjT01PKvyM6duyYwL8jiouLk/LviG7evKnqS6fToY2NjcC/I/Ly8hLCPqs//vhD4N8RJSQkSPl3RLa2tlL+HWJZkLWxsRH4d0Te3t5CqGZ14sQJgX9HlJSUJIR9Vrdu3ZLy7xDLgqyNjY3AvyPy8fHh9oEpdfLkSYF/R5SSkoIHDhwQmLhE9vb2Uv4d8bV3716Bf0f09OlTKf+O6NSpUwL/jig1NVXK6iW6c+eOlH+HWBZk9+3bpwq79vPzk/LviM6cOSPw74jS09Nx3759Av+O6O7du1L+HWJZ0Ni3b5/AxCUKCAiQ8u+Izp49K/DviLRarV5fjo6OUv4d8XXgwAFVX4GBgVL+HdG5c+cE/h1RZmamlMtH5OTkJOXfsb6U/DuiFy9eSPl3RBcuXBBYvUTZ2dloY2Mj8O+I7t+/L+XfEV+//fabwL8jCg4O1su/u3jxosDqJcrJydHry9nZWcrqJb4OHjzIhWpWoaGhUlYv0eXLl6WsXsSyIGtjYyOweolcXFz07gM7dOiQwOolCg8Pl7J6ia5cuaI3E9jY2AisXiJXV1cpq5dIX1aJjIwsN6voywQ2NjaqWcXd3V1YAGR19OhR1awSHR1dblaRsXoRX2YCtazy6NEjYQGQ1e+//66aVWJjY4UFQFb6sgrJBP9GVomPjy83q8hYvYgvM4G+rCJj4hIdP35cb1YpLxPoyyp79+5VzSpPnjz521nlvzpOq09qXzxfCaei0WiaAcBNROzw18/bACANEa01Gs0qAKiFiCvKex4DTsUggwwyyCCDDDLIIIMMMuj/X6nhVMrd46nRaM4CgDsAtNZoNLEajeYbALAGgKEajSYEAIb+9bNBBhlkkEEGGWSQQQYZZJBBBgkql+NpaWl52dLScoelpeVPlpaWv1paWvpYWlrmW1panrC0tLT56z/zX+X/zMDxlGvhwoXg4uJCOUDsRveIiAiYPn06ZGVlSdmAu3fvhpMnT9LyALZApKCgAMaPHw+RkZFSNuDt27dhw4YNlG2k3Fy9ePFicHZ2lvqKioqCadOmQWZmppQNaGNjA8ePH6eFL6yvwsJCmDBhAoSHh0sZfA4ODvDjjz+CTqeTsu6WLl0K9+/fhypVqghMuZiYGJg6dSpotVop627//v1w9OhR6ostENHpdDBx4kQIDQ2V+rp37x6sWbMGdDodNGrUSPC1bNkyuHfvntRXfHw8TJ48GTIyMqRswIMHD8KRI0cAAARfRUVFMGnSJAgJCZEy+JydnWHlypVQUFAgZcr98MMP4ODgIGUpJiYmwqRJkyA9PV3Kujt8+DAcPHhQ6qu4uBgmT54MQUFBUl+urq6wfPlyKCgogMaNGwu+Vq1aBbdv35b6Sk5OhokTJ0JaWhrUq1dP8PX777/D/v37pb5KSkpgypQp8Pz5cymDz93dHZYtWwb5+fnS12vNmjVgZ2cH77zzjsAGTE1NhQkTJkBKSoqUwXf8+HHYu3cvIKLAlCspKYFp06ZBQECA1JenpycsXryY+lIWdaxbtw5sbW0pe5ItUkhLS6O+6tatK/g6deoU7N69W+qrtLQUpk+fDn5+flLWnbe3NyxatEjVl6WlJVy/fh0qVaokMOUyMjJgwoQJkJSUJGXwnTlzBnbu3AmlpaWCL0SEGTNmgK+vr5QX7OvrC/Pnz4e8vDypr40bN8Kff/4p9ZWZmQnjx4+HxMREqa/z58/Djh07KCePLVxBRPjmm2/Ax8cH3n33XeH18vPzg7lz50JeXp6Udbd582a4cuUKZU+yvrKysmDcuHGQkJAgZQNevHgRtm3bRpm+Sl+zZ88GLy8vKYMvMDAQZs+eDbm5uVJfP//8M1y6dAkqVqwo+MrJyYFx48ZBXFyc1NfVq1fB2tqa8vuUvr799lt4/Pix1FdQUBDMmjULcnJypAUiW7duhfPnz4OxsbHA4MvNzYXx48dDbGyslA14/fp12Lx5s/Qah4gwd+5cePTokZQNGBISAjNnzoScnBxpedf27dvh7NmztOiI9ZWXlwfjx4+H6OhoKRvw5s2b8NNPP0FxcbH02jt//nxwc3OT+goPD4evv/4asrOzpdfenTt3wqlTp6S+8vPzYcKECRAVFSXNBHZ2dmBlZUWvvUpfixYtUs0qkZGRMG3aNNWssmfPHjh+/Lg0q5BMEBERIfV1584dWL9+vWom0JdVoqOjYerUqapZZe/evXDs2DGpL51OR7NKjRo1hEzg6OgIa9eufaOsEhcXB1OmTIGMjAxpVjlw4IBqVikqKtKbVZycnGDNmjWUGa30tXz5cnB0dJRyn0lWSU9Pl/o6ePAgHD58WOqruLgYJk2aBMHBwfD+++9Ls8qKFSugsLBQeu1dsWIF3L17VzWrTJw4UTWrHDlyBH777TcA0J9VZNdeNzc3WLZsmWpWWb16dblZJTU1Verrv6w35nj+k4dhj6dchMcEkqKV6Ohoyl4DENmApHAE4GX9PNlnkZmZSQshgNlUTfZZPH36lNZqy4pWSOEISDZVx8TE0HIh+GtTNVu08ueff9JzyqKVrKwsnDBhAj2vLIDx8/OjjDNZ0QrhMRFfLBswNjYWe/bsSc936dKFK1q5efMm54tlA2ZnZ+PkyZPpeSUbMCAggNZqy4pWSOEIwMv6ebL3Mi4uDvv06UPPK4tWbt26RavAlWzAnJwcWlQBfxXAsEUrgYGBlHEmK1qxtramj1UWwMTHx9MiAZAUrdy+fZvWxZOiFbInNDc3F7/++mv62CZNmtCilYKCAnzx4gXlscqKVrZv304fW7NmTZw8eTLdZ5GQkEBLj0BStOLg4EDrz5VswLy8PJw5cyZ9LGHwkT2hQUFBlHEmYwOSwhHia9KkSbRoJTExEQcNGkTPK4tWnJycaLU6KVohbMD8/HxaoAGKopX8/HwMDg6mjDOWDUj2XtrY2NDHsgy+9PR0TEpKogUHIClaefDgAedrxIgRuG/fPoyOjsaCggJaoAGSopWQkBCK2pCxAUnhCEiKVpKTkymrDoBnAxYVFaGLiwutuScFMHv37sWoqCjU6XQ4f/58+lglGzA0NJTyWFk2INl7eejQIfpYZdFKSkoKfvrpp/S8smjFzc2N8liVvGCdToeLFi2ij1UWrYSFhVEeK1sKR4pWSOEI8cWyAVNTU3HkyJH0vLIUzsPDg/JYiS9SCldcXEyLPQDEUrjw8HAOadGrVy+uaOX48eP0nLJoJS0tjZZEAbwshXNycsKioiL09PTEqlWrIgDPCw4PD8fi4mJaQkZ8sUUrERERHDpCWbRy+vRpek5ZCpeenk5LooApgCF7L729vSlqgy1aCQsLw9LSUlpCBsCzAbOzszEyMhI7dOjA+WKLVkg5GvHFFq1kZGTg559/Ts+3aNGCK1p58uQJRW3ISuFWrlxJH6sshYuKisJOnToJmYDsCSXsSJIJWI6xVqvFr776ip5nS+F0Oh36+vpSLJisFG7t2rVCViGZIDo6Grt27cplArZoRS2rJCQkYGZmJo4fP57LKmwmePbsmd6ssn79etVMEBMTQ8uFSCZgswopR5NllezsbJw4cSKXVRYtWkT3hPr7+1MsmCyrbNy4UfBF9oTGxsbSIkQAsRSOzSqkFI7NBFOmTOGyClsKV15W2bx5s2omiIuLw759+6pmFTs7O2lWiYuLw9zcXJw2bZpqVnn+/DnFgrFZhWSCX375hfNFeMFarRYTEhJUs0pxcTHeuXNHyCpsJiClWsqskp+fjy9evKA8VpJV2EywY8cOIROwWYWUHsmyyn9Z8HfKhf6pw/DFUy4ZB4oECzYcKQ8zMzNVjqdGo+ECn/KoWbMmF+yVx4cffijlRBFfpEFTdjRv3lyVjQUAen3VqFEDBw4cqHq+T58+NBAqj4oVK+r11axZM1U2FgDQtlLZ8f7773NfOJRHz549afB6XV9NmzblAs7r+KpevTptf5UdPXr0UGWJVahQgYKiZUeTJk24gKM8hgwZonruvffe474IKY9u3bqpssTK89W4cWPs3LnzG/vSd75Lly500UN5GBsb6/XVqFEjLngpD32vx7vvvqvXV+fOnVX5ouX5atiwIbdI9Dq+qlWrpvf917FjR1W+qLGxsd73fYMGDbhAqDz0va+rVq2q11eHDh1okFAeRkZGej9X69evzwVC5aHvc6BKlSp6P9/atWunyhctz1e9evVoC6bs0Pe5WaVKFRw2bJjq+bZt26ryRcvzVbduXS6ovo6vypUr6/XVunVrCnZXHhqNRq+vOnXqcEFVeei7/r3zzjt6n7tVq1Z00UPmS9+/U+3atbF///6q5/WdK89XixYtVDme5fmqVatWuZlAxjoEKD8TmJmZqXI8AUCvr5o1a3LBXnn07dtXlXv6Klmlbdu2quf/Tlbp3bs3XSRSHhUrVtT7md20aVNVXibA388qatzT8nw1adLkfy2r6Ps9mpqavrVZ5ezZs9JCo/+CwPDF8+0Vu3qurFd/8eIFduzYkZ5Xrq6zq9RK5EpqaiqOHj2a+8NnV/1dXV25Pyjl6vrSpUu5DyS2Xj04OJgL/8TXtWvXMDc3l9Zik4MgV3x9fTEtLQ3HjBnD/eGPHTuWrq67ublx4V+JXFm+fDnni61XDwkJwW7dutHzyhpzdpWafAiTVf/09HT84osv6Dnl6rqHhwcHElbWq69atYrzxdarh4aGciFbubp+4cIFDn7MrvorV6mJL7K67unpSe94Aoj16uwqNVn1J6vr4eHhXMhWrq5fvnyZWxhh69WVq9TKGvPHjx/TO54AYr36hg0bOF9svXpERAR3h1g5CXD16lXOFzsJoLyjrpwE8PLywoYNG9Lzynp1dpWa1KuT1fWoqCiKxQEQJwGuX7/OhTN2EkB5R125uv7kyRPuS4lyEmDLli2cr0GDBtHV9ejoaC40EuQKWfW3tbXlINdk1f/Ro0fCHXUWuRIfH48+Pj70jieAOAmwdetWzhe7uh4TE8OFMzIJQBoX7ezsuNDYuXNnurqel5eH06dP53yxq+u+vr74wQcf0PNKFAy7Sq2cBIiNjeVCkHLV//bt29wCV6dOnejqen5+PndHXTkJ8OzZMzQzM6PnCQqGrK7v3r2b88VOAsTFxXEhSTkJcPfuXS7MsqvrBQUF+M0333C+2EkAPz8/7ksJQcGQSYC9e/dyvthJgISEBC6Es6v+6enpeO/ePW7hrUOHDnQSoLCwEL/99lt6jp0EiI6OxoCAAO5LiRK5QrBe5BpHJgH8/f0xMTGRC6QEBUPaoe/fv8+FbHYSQKfTcXf6ySQAaYcODAzkFiqVkwCHDx/mfLGTAElJSdyda4KCIZMAzs7OXMhmJwGKi4u5O/0sCiYyMhKfP3/OhX8lcuX333/nfLGTACkpKdyda2UmcHFxwerVq9PzykkAgvUivtisEhQUxIV/ZVY5ceIE50uZVdg718QXaYcuL6uwd9SVeLjg4GBuakw5CcDeUQfg8XDp6elCVmEnAdzd3ekdTwAxq7B31GWZQF9WIQgPcrB4uIyMDIpdAnj9rEKwXqwvMgkQFhbGTY0p8XCyrEIygVarxbFjx3K+2EkAT09PbqFSmVV+/PFHek45CRAeHs4tvCmzypUrV6RZxcvLC7OyssrNKuxCpRIPR7BexBc7CRAZGcktvKnh4f6LApUvniJR3KD/ceXk5MCMGTPA3Nwchg4dyu0liYyMhKpVq8KGDRvAwsICunbtys2XJyUlweeffw4WFhYwcuRIqF+/Pj2n0+kgJycHFi9eDBYWFvDRRx9xe6iys7Oha9euYGFhAebm5tCyZUvOV1ZWFkyfPh0sLCxg2LBhnK+YmBioXLkyrF+/HiwsLKBbt26CrzFjxlBfDRo0oOeKioogOzsbvvvuO7CwsIABAwZwvnx9faFTp07UV6tWrQRf06ZNo77YPRtxcXFQqVIlWLduHVhYWED37t0FX5999hmYm5vDqFGjwMTEhJ4rLi6G7OxsWLRoEfXF7lXy9/eH9u3bU1+tW7fmfGm1Wpg6dSpYWFjAp59+yvlKSEiAChUqwI8//ggWFhbQo0cPwRd53lGjRkHDhg3puZKSEsjKyoKFCxeChYUFDBw4kPP14sULaNOmDfzwww/UF7t/QavVwpQpU6gvds9GUlISGBkZwdq1a8HCwgJ69uwp7F8YNWoUmJubg7m5ueArMzMTFixYABYWFjBo0CDOV1hYGLRs2RKWLl0KFhYW0KZNG85XRkYGTJ48mfpi90akpKSARqOBNWvWgLm5OfTq1Yvbc5acnAwjR46kvho1akTPlZaWQlZWFsyfP5/6YvcqRUZGQvPmzen7r23btoKvSZMmgYWFBQwfPpzzlZaWBogIq1evBnNzc+jdu7fg69NPP6W/y8aNGwu+5s2bBxYWFvDxxx9zvmJjY6Fp06b09WzXrh3nKz09HSZOnEh9sfs4MzIyoKSkBFatWgXm5ubQp08fwdfQoUOpL1NTU3oOESErKwvmzp1LfbF7ghITE6FRo0YwZ84csLCwgPbt23O+yP5S4ovdL5mZmQnFxcWwcuVKMDc3h759+3K+UlJSYPDgwdRXkyZNBF9z5swBc3NzGDJkCOcrNTUVGjRoALNmzQILCwvo0KGD4Gv8+PHUF7svMSsrC4qKimDFihXUF7u3KzU1FQYNGkR9NW3aVPD17bffUl/snqCMjAyoV68ezJgxAywsLKBjx46cr5SUFBg3bhxYWFjAiBEjOF85OTlQWFgIy5cvBwsLC/jwww85X+np6TBgwADqq1mzZpyv7OxsmD17Npibm8Mnn3zC+crKyoLatWvTz85OnToJvsaOHUt9sfslc3NzoaCgAJYtWwYWFhbQr18/wVe/fv2orw8++ABYZWdnw6xZs6gvdj9ucHAw1KxZEzZu3AgWFhbQuXNnwddXX31FfbEw9/z8fMjLy4Pvv/+e+mL3dmVkZEDfvn2pr+bNm3O+cnJyYObMmWBhYQGffPIJt+81NDQUqlevDlZWVmBhYQFdunThfCUnJ8OXX35JfdWrV4+eKygogNzcXPrZ179/f86XVquFXr16UV9mZmaCL/L+GTp0KOcrIiIC3n33XbC0tKSZQOnriy++AHNzcyETFBYWQm5uLixZsoRmAtZXZmYm9OjRg/pq0aKF8Hv8+uuvqS82E0RFRZWbVUgmGDVqlJBVsrOzVbOKt7f3G2eV2NjYcrPKZ599Rn0ps0pOTo5qVnn69Cl07NgRzM3NwcLC4rWySnx8PM0q5ubm0kwwevRo6kuZVbKyslSzSkBAALRv35760pdVhg0bxmWCxMREMDY2hh9//BHMzc2lmYA87+tmlaCgIGjdujX9HHmdrJKcnEwzgYWFBfTq1Ut4vUaOHEl9sZmA+FqwYAGYm5sLmSAsLAzMzMzo38XrZJXU1FQAKNsHSnyx1ziDRL0STuWfkgGnIldpaSn3B/Sq517lsRqNhvsD+ief2+DL4Mvg6/++L3INMPj6v+8LEf+1967B1+v5ehv/1g2+DL4Mvv5nff2XpYZTMXzxNMgggwwyyCCDDDLIIIMMMugf0RtzPA3695Wfr06jyc/PB32LA/oeW1RUBEVFRW/02P+rvgoKCqC0tPSNHltcXAw6nc7g6xUfW1JSAoWFhf8nfb3pe/ff9JWXl/fGvgoLC6GkpOSNHltaWgoFBQVvnS9E1Ovr7/we/66vf+uzsbCwEIqLi986Xzqd7v9LX3l5eW+dr/LOv63X3rfVV0FBwRv7eluvvQZfr/fYf/PaW54vg0SVy/H8J2XgeMo1a9YsOHz4MOVMsXPtqamp0K1bNwgMDJRyk2xsbGDZsmWQlJQkZSl+9NFH4ODgIOU5ubq6wsiRIyE6OlrKJ5ozZw4cOHBA6isjIwO6desG/v7+Ul/79++HpUuXqvoaMGAA3LlzR8pzevToEXz66acQHR1NmYWsr/nz58O+ffsgMzNT4CZlZGRA9+7dwc/PDwBEntOhQ4fgu+++g8TERCnP6eOPPwZ7e3spz+nx48cwdOhQiIqKkjIeFy1aBHv27AGtViv4yszMhO7du8PTp08BUWQpHjlyBBYuXCj1pdFo4JNPPgFbW1spq9PHxwcGDx4MUVFRlFnI+lqyZAns2rULtFqtwJ7MycmBbt26ga+vr5Sl+Mcff8DcuXMhMTERqlevzjELNRoNDBs2DG7cuCFlPPr5+cHAgQMhIiJCylJctmwZ7Nixg+6JY33l5uZCt27dwMfHR+rr5MmTMHv2bEhISJD6GjFiBFy7dg3y8/OhYcOGnK+AgAAYOHAghIeHS32tWLECtm3bBhkZGQLjMT8/H7p37w7e3t6Upcj6Onv2LMycORMSEhIE9qRGo4FRo0bB1atXpYzHoKAg6N+/P4SHh0tZimvWrAFra2tIT08XWIoFBQXQo0cPePz4sZTxeOHCBfj6668hPj5eyuocM2YMXLp0CfLy8sDExITzFRISAv369YOwsDCpr3Xr1sHmzZshPT2dMguJdDod9OjRAx49eiRlPF6+fBmmTp0K8fHxAuNRo9HAF198AefPn6csRdZXeHg49O3bF0JDQ6FChQpgamrK+bK0tISffvoJ0tLSBH+yeXkAACAASURBVMZjUVER9OjRA9zd3aG4uFh4va5duwaTJk2CuLg4qa+xY8fC2bNnpYzHqKgo6NOnD4SEhFBWJ7sfctOmTWBpaQlpaWlQq1YtjvFYXFwMvXr1AldXVynj8ebNmzBhwgSIi4sTGI8ajQYmTpwIJ0+elDIxY2JioHfv3hAcHCxlPG7ZsgXWr18PqampAkuxpKQEevfuDQ8fPoSioiIwNTXlfNnb28PYsWMhNjYWqlWrBiYmJvQzSKPRwOTJk+H48eOQnZ0tMB7j4+OhZ8+eEBQUJGV1bt26FdauXQspKSlSX3369AFnZ2cpq9PBwQG++OILiI2NFZiFGo0Gpk+fDr///ruUiZmYmAg9evSAFy9eSBmPO3bsgFWrVkFycrLAUkRE6Nu3L9y/f1/KeHRycoLPPvsMYmJipIzHGTNmwJEjRyArK0u49qakpED37t3h+fPnYGRkBI0bN+aucbt27YIffvhB1Vf//v3h3r17Ul8PHz4Ec3NziI6OlvqaPXs2HDx4ELKysgQedVpaGnTv3h0CAgIAQLz27t27F77//ntITk4uN6sor3Fubm4wcuRIiIqKkmaVuXPn0qyivPamp6fTrCLzdeDAAVi8eLFqVhk0aBDcvn1bb1ZR87VgwQLYu3ev1JdWq4Vu3brBs2fPpL4OHToEixYtgqSkJGlWGTx4MNjZ2UkzgZeXFwwdOhQiIyOlWeW7775TzSpZWVnQtWtX1axy9OhRmD9/vmpWGTp0KNja2kozga+vLwwePJj6UvKoly5dCjt37gStVivwqElW8fHxkfo6fvw4zJkzRzWrfPrpp3Djxg0p99nf319vVlm+fDnNKspMQLLKkydPpFnlvywDx/MtlrKCmvCcPDw80MnJiTIHAUTGI9tOBsDznEJCQrjmWdI4SZodT5w4wTUkKpsdlfXVhOfk7u6Ozs7OXANnlSpVaLNjXFwc104G8LLZ0d7eHsPCwriWOdI4SZodT58+jVWqVOF8sTynUaNGcc/dsWNH2uz48OFDykIEEJsd2SZV4os0O4aHh3Mtc8pmxzNnznANiUqeE9vKB8A3O7q6unLNoJUrV+YYj2yTKsBL9qStrS1GRUVxOAxls+P58+fx3XffpedJsyNhT7JNvQBl7EnS7Ojh4cHhCpTNjmyTKsDLxsmbN29idHQ019SrbHa8ePEi15DIsifT0tI4xixAWeMkaXb09PTkcAXvvPMObXaMiorieF8ALxsnb9y4IfDR2GbHZ8+e4eXLlymrDuAle5I0O7LcNgC+2fHx48dcY6my2ZFlkwKUNU6SZse4uDiulU/Z7Pjnn39yzY1ss2NqairXPAvANzt6e3tTdiTxxbZQ79q1i3usiYkJbXZMTEzkGoQB+Bbq69evY82aNTlfbAs1y0cD4JsdfXx8OOSTsoV6z549XEMiy3hMSkriGoQB+GbHmzdvco2SpHGSNDvOmjWLeyzb7Ojr68s1qSobJ/ft28c1JLIt1CkpKQKmg7RQe3t7461bt7hGSbbZMTk5mWtSBeCbHf38/DgUlbKF+rfffuNak9lmx9TUVAGHwTY72tvbc+3XSsbjggULuMeyLdQBAQFcwytpnCTNjocOHeJak9lmx7S0NAGHwbZQ37lzh2u6VLZQs2xSAL6FOjAwkMNOKBmPR48e5bBgdevWpS3UWq1WwGEQ9qSnpyc6ODhwrdzKFmq2SRWAb6FWttErGY/Hjh3j2pyV7EkldoLlUd+7d49r5VbyqFesWME9lm2hVjbPKluoT5w4wbU5K1uolXgRlvF4//59vVmF5ZUDvGyhtre3x9DQUC6rKFuoT548qTerKJEWLOPR2dmZywTKrMLyygF4xmN4eDiHyFK2UJ8+fZprcyZZhWQCtkEYgG+hdnFx4RBGbFaJiYnhmlQBeB51RESE3qxy9uxZaVYhmYBt6gXgedRubm5cVlHyqH/66SfusWwLtSwTsFnlwoULQlZhedRsUy8A30Lt4eHBtZgrs8rPP//MPZZtoY6OjuaaepVZ5dKlS1xWUfKo2UZcAL6FWplVlDzq/7LA0Gr79srb25v7+enTp/Sf33//fUhJSaE/5+fng4ODAwCUreI8fvyYe2xkZCTcuHEDAAB69+4NISEh9FxJSQm4uLjQkYLo6GhuLCI9PR1u3boFAAAVK1YUfJGVOUSE2rVrQ3Jy8iv7io6OhuvXrwMiwocffgjBwcH0XGlpKbi6ulJf8fHx3FhEeb78/PzoY+vVqwdJSUn0XEFBATg6OlJfnp6egi/yemm1Wnjx4gXny93dnf6clJTEjVxkZGSAnZ0dAABUqFBB8OXv7099mZiYQGJiotQXAAi+YmJi4MaNG7RBk/WFiJyvtLQ0zpdWq9XrKyAggPpq3LgxJCQk0HOFhYVw7949+vOjR4+4x8bGxlJfOTk58Pz5c86Xh4cH5yM3N1fqy9jYWPAVGBhIfTVt2hTi4uJe2VdcXBz1lZeXR1fdiS/2f5+TkwM5OTn058zMTLCzsyv7QJS8Xuxr37x5c4iNjaU/63Q6cHJykv77A5S9l2/evAkAZX8jSl/s7z0/P5/zlZWVBfb29qq+goKC6D+bmZm9lq+EhATqS6fT0bsBRKwv0jgp82VsbAzKffvBwcH0b6p169YQHR1NzxUVFcH9+/e5f3/yOwcou8tEfBUXF9PPHCL2c6W0tBQyMzPpz9nZ2Xp9hYSEUF9t27aFqKgowRe5MJLVa6KkpCSwtbWl/7/sZzQA0P8v/KusRqvV0nM5OTlw584dAACpr9DQUOqrffv2nK/i4mJ48OABfY3IZAJRcnIy9YWI4Ovryz03ec+Q91BGRgY9l5ubS30ZGRkJvsLCwqivTp06QUREBOfL2dmZ+goICOBGl1NSUqgvIyMj8PHx4Z77yZMn9LWuXLkypKenv7Kv8PBw6qtr164QHh5Oz5WUlMDDhw/pz0FBQdzIK+vL2NgYnjx5wj038YmIUK1aNUhLS6Pn8vLy4O7duwAgv8ZFRETQa1yPHj0gNDSU8+Xi4kJ/Dg0N5UZLU1NTqS/ZNc7X15e+1tWrV6dNmq/iKzIykvrq1auX4MvV1ZX737K+0tLSXikTAADUqFFDNasAgOArKiqK+iITAkQkExDFxMQIWcXW1hYQUTUTENWpU4fLBMqsoryWsJkgPT2d+5wtLS0FNzc3+nNCQgK3HaC8rMJ+zjZo0OC1MwH5bNRqtYIvZVZhfWVkZMCtW7dUXy/2utSwYUPOV2FhITg6OtL3n9JXbGws9ZWVlSVkgr+TVQIDA+k/m5qaQnx8POervExAfOXk5HDPxV4TScZis0pmZibY29ur+mL/HZVZRafTwb179wARQaPRwLRp07hJHYMADHc83wKtW7eOY3WxqyQFBQVoamoqMMSIrl+/LtzRYWG15ubmwuoNUWRkJFasWJGu3hBWF5GVlZVwR4eosLAQmzVrJjDEiGxtbYU7Oqyvzz77TGCIEUVHR2OlSpWwTZs2HKuLaNOmTcIdHSKdTofNmzcXuKJEt2/fRgD+jg7r68svv6RcUcIQI4qNjcV33nkHW7duzbG6iKytrYU7OkRFRUXYsmVLyhAjrC4iBwcHBOC5oqyv8ePHcwyx5ORkei4hIQErV64ssLqItm3bJtzRISouLsY2bdoIXFEiJycnBOC5oqyvSZMmcQyxpKQkei4pKQmrVq0qsLqIdu7cSe/o7Nq1C0NDQ+m5kpISbNeuncDqInJ2dkYAnivK+po2bRpWq1YNv/jiC3pHhyglJQWrVasmcEWJ9uzZI3BFWV+dOnVSZXW5ublxd3S8vLywpKSEnp8xYwa900Tu6BClpaXhe++9J3BFifbv30+5or/++isGBwfTc6WlpdilSxeBK0rk6enJ3dF5/Pgx52v27NlYtWpVHDNmDL2jQ5SRkYHvv/++wBUlOnTokMAVZX316NFDuKND5O3tTe/oEK4o62vevHkCV5RIq9VizZo16R2dO3fuYEFBAT1/9OhReqeJ3NFhffXu3Vu4o0Pk6+uLGo2Gmz5hfS1cuFDgihJlZWVhrVq1BK4o0fHjx9HIyIibPiHv3dLSUuzXr59wR4fIz88PNRoNN33C+lqyZInAFSXKycnBOnXqCFxRolOnTgnTJ+zf1MCBAylX9Ny5c5iRkUHPBQYGopGREb3T5ObmhsXFxfT8smXLhOkTotzcXKxfv77AFSU6d+6ccEeH9TV48GCBK0oUFBSERkZG3PQJ62vlypXCHR2ivLw8NDExwcaNG9PpE/bae/HiReGODutr2LBhwvQJUUhICBobG3PTJ6yvNWvWCHd0iAoKCrBRo0bYqFEjOn3C+rp69apwR4f1NWLECMoVJdMnROHh4VihQgWBK0q0fv16gStKVFhYiKamptiwYUM6fcJee2/cuKE3q1hYWAjTJ0Qkqyi5okQbN25UzSo6nQ6bNWsmcEWJbt26pTerfP755wJXlCgmJgYrVaokcEWJNm/eLDDQiYqKitDMzEzgihLduXNHb1b56quvBAY6UVxcHL7zzjsCV5Tol19+0ZtVWrVqJXBFiRwdHfVmlQkTJghcUaKEhASsUqWKalbZvn273qzStm1b1axy//59LqsoM8HkyZMFrihRcnKy3qyya9cuYfqEqKSkBNu3b6+aVf7LApU7noYvnm+BHB0dVd+osbGxwh8QKw8PD+4PiFV+fr7wB8QqICCA+wNS6t69e6oA3Pj4ePTy8tLriw3VrAoKCtDR0ZELr6wCAwO5sP86vhISEoRQzerRo0dcqGZVWFio19fz58+5sK+Uk5MTF6pZJSYmoqenp6ovT09PVV86nU74EsLqxYsXXNhX6v79+6q+kpOThbDP6vHjx1yoZlVUVIQODg5cqGYVFBTEhWqZLzZUs0pJSRHC/qv6Ki4u1usrODhYr68HDx5woZpVamoquru7c2GMlZeXFxeqZb7YUM0qJCRECNWsnJ2dVX2lpaUJYZ/VkydPuFDNqqSkRK+v0NBQIVSzevjwIReqWWVkZAhhX+mLDdWsSktL8e7du1yoZhUeHi6EaqUvNlSz0mq1Qthn5ePjozomVVpaig4ODqq+IiIihFDNysXFRdVXZmamEKpZ+fr6cqFa5osN1awiIyOFUM3K1dWVC/ussrOzhVDN6unTp1yofh1fUVFRQqhm5ebmxoVqVjk5OUKoZvXs2TMuVMt8saGaVXR0tBCqX9VXXl6eEKpZ+fn5caFaKUdHR1VfsbGxwgIgK3d39zfOBP7+/nozgb6sEhcX98ZZpaCgoNys8qaZgGQVtWuJvqxSXiYIDAwsNxOo+UpMTHzjrKLT6crNKvoygb6skpSUVG5WYRcAWZWXCV68eMEtACpVXlZ500xQnq9XyQRvmlX+y1L74mnAqRhkkEEGGWSQQQYZZJBBBhn0j8iAUzHIIIMMMsgggwwyyCCDDDLof0WGL55vgV68eAFqd55TU1O5IgGlQkNDVXlhBQUFXCGEUjExMdyGaqWCgoL0+mKLBGS+1LhchYWFXCHEP+krLS1Nr6+wsDBVXzqdDsLCwlQfGxsby5W/vI6v9PR0rozpdXwVFRVxhRAyX2z5i8yXGmcqIyODK16Q+VLjchUXF+v1FRcX98a+tFotV3CgVHh4uKqvkpISrqhCqfj4eMjKylI9HxwcrOorMzOTK2OS+VLjhZWUlHClWjJfbFnOP+krIiJC1VdpaSkEBwervncTEhLe2FdWVhZXCPE6vhBR799UQkICV+Ij86XG6szOzuYKIZSKjIxUZYiW5ysxMZEr8VEqJCRE1VdOTg5XEvVP+kpKSnpjX7m5uRATE6P62KioKFXWHSLqvcYlJydz5UKv4ysvL48rr/qnfbHlQkrpu/bm5+dzJVFKRUdH62WI6vOVkpLyxr4KCgogMjLyjX2VlwneNKsUFhb+a1mlvEygL6vodLpys8qbZoK0tLS/lQnexqxSXib4u1nlTTNBcXGx3kwQFxf3xpmgvKxikCgDx/MtkJWVFcydOxdCQkIEXlhJSQm0bt0arl27BikpKQKX68aNGzBkyBB49uyZwOUyNjYGCwsL+PXXXyEmJgaqVq3KccxiYmKgVatW4ObmJuWFbdq0Cb799lvqi+WFISK0adMGrl69CikpKVCjRg3Ol52dHXz88cfw9OlTqa/PP/8ctm/fLuWYxcfHQ4sWLcDFxUXKC7O2toZvvvkGgoODpQzRdu3aweXLl6W8sLt378KAAQPA19dXYJsaGxvD2LFj4ZdffpGyTRMSEqBly5bg4uIiZZtu374dvv76a+pLyVfr0KEDXLx4UcoLu3fvHvTv35/6YrlcxsbGMHHiRNiyZYuUbZqcnAwtWrQAZ2dnKS9s586dMG3aNNqCx75eGo0GOnXqBOfOnZPywpydneHDDz8EHx8fgW1qZGQEU6ZMgZ9++knKNk1NTQUzMzN48OCBlBdmY2MDkydPphdBln9lZGQEnTt3hrNnz0p5YS4uLtCnTx948uSJwDEzMjKCGTNmgKWlpZQXlp6eDmZmZuDk5CRlm+7btw8mTpxIwx/ry9jYGLp16wanTp2S8sI8PDygZ8+e8OTJE4FjZmRkBLNmzYL169dDZGSkwAvLzMwEMzMzuHfvnpRtevDgQRg3bhw8f/5c4IVVqFABevToASdOnJCyTb28vCh/VMk21Wg0MHfuXFi7dq2UY5adnQ1mZmbg4OAg5ZgdOXIEvvrqKwgMDBR8GRsbQ+/eveHYsWNStqmPjw907doVvLy8BLapRqOBhQsXwqpVqyAiIkJgiObm5oKZmRncvXtXyjb9448/4PPPP4fAwECBbVqhQgXo27cvHD16VMo2ffr0KXTp0gUeP34Mubm5gq8lS5bAihUrpMzVvLw8aNGiBdy+fVvq69SpUzB69GjaBMuyTStUqAD9+/eHw4cPS9mm/v7+0LFjR1Vfy5cvh2XLlkFYWJjANi0oKIAWLVqAvb29lG169uxZMDc3B39/f4FtWqFCBRg0aBD89ttvUoboixcvoEOHDuDp6SmwTTUaDaxcuRKWLFlCfbGszsLCQmjRogXcunULUlNTKQuWPPfFixdhxIgR1BfL6qxQoQIMGTIE9u/fL/UVEhICbdu2BQ8PD4FtqtFoYO3atbBo0SIIDQ0V2KZFRUXQqlUruHnzppRtevnyZRg+fDj4+fkJbNMKFSrAsGHDwMbGBmJjY4Vrb3h4OLRp0wbc3d2lbNP169fDggULqC/29SKZ4Pr161K26bVr12Do0KHw7NkzgW1qbGwMI0eOhN27d0vZplFRUTQTyNimGzdu1JtV2rRpA9euXZMyRG1tbWHw4MGqWWX06NE0qygzAckqrq6u0qyyZcsWmD17NoSEhAiZABGhbdu2cOXKFakve3v7crPKtm3bpGzThIQEvVnll19+gZkzZ9IFR1lWuXTpkjSrODg4cFlFmQnGjRsH1tbWUoZoYmIitGjRAh4+fCjNBDt27IDp06dLfWk0GujQoQNcuHBBmlWcnJygX79+Ul9GRkYwadIk2LRpk9RXSkoKmJmZqWaVXbt2wdSpU7lMQHyRTPCqWUXpa9q0afDTTz9J2aYkE9y/f1+aCWxsbGDSpEnSTGBkZARdunSBM2fOqPLh/6sycDzfYrFcI2B4Yfb29nj8+HGO2wZ/8cKWLFmC8fHxAu+LtDgePXoUfX19OVYYMLywp0+f4rJly7hz8Fe75KZNmzAnJ4djChJfo0ePRjs7Ozx9+rTgq1mzZrh48WKMi4sT2KTE1+HDh9HPz0/wRdolfX19ceXKlYKvzp0748aNGzE7O5tj9wG85IXZ2triuXPnpL6+++47jI2NFdikpMXx4MGD+Pz5c8EXaZf09vYWOGQAZRwzKysrzMrK4lh0xJe5uTlev34dL168yHHuAMp4YQsXLsTo6GiBTUp4Yb/99hsGBwdzbDXia/Lkyejl5YXr16/nWIgAZRwzS0tLzMzM5JhvAC95YX/++SdeuXJF8GVqaooLFizAqKgogU1K2iX37duHoaGhgi/SLunp6YlWVlaCr/bt2+P69esxMzOTY5gRXyNHjsSrV6/itWvXBF+kXTIyMlJgk5J2yb1792JERITgi7RLenh44KZNmwRf7dq1w3Xr1qFWq+VYYQAveWGXL19GW1tbwRdplwwPDxfYpKRdcs+ePRgdHS31NWHCBHR3d0dra2vBV9u2bXHt2rWYnp6OLVu2FHwNHz4cL1y4gPb29oIv0i4ZFhaGkyZNEnz16dMHd+3aRRsQ2fOkxdHV1RW3bdsm+GrTpg2uWbMG09PTsW3bttw50i55/vx5dHBw4DiKxNe3336LoaGhApuUtEvu3LkTExMTOXYf8TV27Fh8+PAh/vrrrxxrE6CMbbpq1SpMTU3FDh06CL6GDRuGZ8+exXv37gm+SOtlcHAwfv3118Lfeq9evXDHjh2YnJws+CKN0w8ePMDdu3cLvlq1aoUrV67ElJQUjmEM8JJtevr0aXR2dhZ8kdbLoKAg/OabbwRfPXv2xO3bt2NaWprU15dffolOTk4CmxSgjG36ww8/YHJyMscKJr4++eQTPHnyJLq5uQm+SLvk8+fPcc6cOYKvHj164NatW1Gr1Qq+SLvkvXv38ODBg4KvFi1a4PLlyzEpKYlj3wK8ZIieOHECPTw8BF+kXTIwMFBgkwKUNWFbW1tjdnY2x4sGeMk2dXBwwCNHjgjXEjMzM1y2bBkmJiYKjFni648//kAvLy/hWkKasP39/fG7774TfHXr1g1//vlnzM3NlfoaM2YM3rlzB48dOyb4at68OS5duhQTEhIEZippnP7999/xyZMnUl/Tp0/HZ8+e4dKlSwVfXbp0wc2bN2Nubi6+99573Dk2q5w4cUJvVhk8eLDga+DAgXjkyBF8+vSpalbx9fXF5cuXS32RrMJyhomv0aNHo62tLZ45c0Y1E8TFxQlsUsI2PXToEAYEBEizypQpU9DHxwdXrVol+OrUqRPNKizPF+BlVrl58yZeuHBB8NW0aVNctGgRxsTECGxSklV+++23crPK2rVrBV8dO3akWYXl0wIAbcK+fv06Xrp0SW9WUbJJSVY5cOCANKuQTPD48WNpVunQoQNu2LABMzMzOQ4s8UWyytWrV6VZZf78+RgVFSWwSdmsEhYWppoJPD09cePGjdKsQjIByzUFeMk2vXLlCl6/fl1vVvkvCwyttm+v2D8YJbbi2bNnFPotw1Zs2rSJPlZZBZ2cnExhvjJsha2tLb3g16tXD2fOnMlVQbMwXyW2wt/fH01MTOhFUYmtsLa25i7WLLYiJSWFwnxl2Ap7e3v6gSzDVrAwXyW2IiAggH7RYgHppLVu+/bt3MWaxVakpaVhnz596MVHia24e/cu/YCRYSsmT55Mn1uJrXj+/DmFWMuwFTt37uQu1iy2IiMjg4YcGbbC0dGRhi8ZtmLatGncxXrdunW0tS4oKIh+AZRhK2xsbLiLNYut0Gq12K9fPy5EbN++nbbW3b9/n14cWWwF8TVz5kz63EpsRXBwMDZr1oy7WLPYiv3793MXaxZbkZWVRcOXDFvh7OxML0IybMXs2bO5EEEA6SUlJRgaGopmZmbcxZrFVhw6dIi7WC9YsADt7e0xPz8fs7OzKbBehq1wcXGhgVOGrZg3bx4XIlhsRVhYGLZo0YK7WLPYit9//124WBNsRW5uLl3AkmEr3NzcKCSdxVYQXwsXLuRCBIutiIiIwFatWnEXaxZbcfz4ceFiTXzl5+fjkCFDOF8stsLDw4Mu2smwFUuWLOFCBIutiIyMxDZt2lBfSmzFqVOn6GOV2IqCggIaVmXYCk9PTxrQZdgKNkQrsRXR0dHYrl07BAApYuvs2bP0sSy2Ii8vD3U6HX766afUlxJb4eXlhe+//z71RRBbpMmWXfBr27Yth62IjY2lX+Rl2IqLFy/SxyqxFUVFRTREy7AVT548oV8cZNgKNkQrsRVxcXHYqVMnBAAptuLKlSuCL4LYKikp4Rb8lNgKHx8fusgpw1asX7+ePlaJrUhISKALDDJsxbVr12jQlWErLCws6HMrsRVPnz7FunXrCpmAYCs2btxIH6vEViQmJmK3bt2oLyW24ubNmzQTyLAVn3/+ud6sQhZfiS8WW7Fly5bXyiostuLWrVtcVlFiK8aOHStkFdK6r8wqykzwyy+/qGaV1NRU7NWrF/VFMgHJKrdv39abVSZMmCBkFZIJAgMD6RctsrDAIrZ27NjxWlllx44dr5xVpkyZwmUVNhMos8pnn33GZZVdu3a9clYhmYBkFXbBr3bt2kJWmT59upBVSOt+UFAQ/QIoyyp79+4VsgrJBJmZmdi/f3/qa8CAARxi68GDBzQTyBBb7IJf586duUwQEhJCF6vVEFv/VYHhi+fbq3Xr1qm+UcPDw6UsOKLDhw/jtm3bpFXQ+fn5uGDBAoEFR+Tg4MD9ASm1fv16PHjwoNRXZGQkLly4EO3t7aW+jh49KjDqiAoKCnDBggUCC47IyckJ16xZo4qtsLS0FFhwRNHR0VJGHdGxY8ekLDjEsur0hQsXcqGa1YMHD3D16tWq2IqffvpJYMERxcXFSRl1RMePH0dra2sptkKn0+GiRYsEFhyRi4uLlFFHtGnTJoEFR5SQkIDz588XGHVEp06dkrLgEMsqyr/77juBBUfk5uYmZcER/fzzzwK3ligpKQnnz58vMOqITp8+LWXBIZZhSxYvXixwa4k8PDyk3Foia2trgQVHlJKSgvPmzRNYcETnzp2TsuCIryVLlgiMOqLHjx9LWXBE27ZtE1hwRKmpqXp9Xbx4UcqCQyzDqXz//fcCo47I29tbyoIj2rFjh8CCI0pPT8d58+YJLDiiS5cuSVlwiGW4i2XLlgmMOiJfX18pC45o586dAguOSKvV4rx58/Dq1atSX1evXpVya4mvH374QeDWEpE7R2p4iN27dwvcWqLMzEycmFyLdAAAIABJREFUN2+eKgvu2rVrUm4t8bVixQqBW0sUEBAg5dYS2djYCNxaouzsbJw3b57ArSW6efOmlFtLfK1atUrg1hI9f/5cyq0l2rdvn8CtJcrJycF58+YJ3FqiW7duSbm1xNfq1asFbi1RcHCwlFtLdODAAdyxY4cUW5Gbm4vz588XuLVE9vb2XNhXau3atQK3ligsLEzKrSU6ePCgwK0lysvLw/nz53MLgKzu3r0r5dYS6csqERERerPKkSNHys0EalnF0dFRb1bZsGGDwK0lioqKollFdu09evSolFuL+DIT6Msq+jKBlZWValaJiYnRm1X++OMP1axCMoFaVnF2dsbVq1erZoJXySq2trZSXydOnJByaxFfZgJ9WUXGrSXavHmz3qwyb9481UxQXlZZvHixalZxd3f/W1ll3rx5dAHQoJdS++JpwKkYZJBBBhlkkEEGGWSQQQYZ9I/IgFMxyCCDDDLIIIMMMsgggwwy6H9Fhi+eBhlkkEEGGWSQQQYZZJBBBv2rMnzxfAt0584dVU5ebGwsuLu7q3LMXF1dVXl0BQUFYG9vr8p98/f3h8DAQFWe0507d1Q5efHx8eDm5qbqy83NTZVHV1hYCHZ2dqq+AgICICAgQNXX3bt3VXl0CQkJ4OrqqurL3d1dlUen0+nAzs5OlfsWGBgI/v7+en2p8egSExPBxcVF1ZeHh4cqj66oqEivr+fPn4Ofn5+qLwcHB1VfycnJ8PDhQ1W+moeHhyqPrri4GOzs7FS5by9evIBnz56p+nJ0dFTl0aWkpICzs7OqL09PT1VfJSUlen0FBQXB06dP9fpS49GlpaXBgwcP9PpS49GVlJTArVu3VHl0ISEh4OPjo+rr3r17qjy69PR0uH//vipfzcvLS5VHV1paCnZ2dqq+QkND9fpycnJS9ZWRkQFOTk56fanx6BAR7OzsVHl0YWFh4O3trerr/v37qjy6zMxMuHfvnqqvJ0+eqPLoyvMVHh4OXl5eqty3Bw8eqLJzs7KywNHRUZVH9+TJE1UeHSKCvb29KicvIiICHj9+rOrL2dlZlUeXk5MDd+/eVfXl6+uryqglvtQ4eVFRUeDp6anq6+HDh6qM2tzcXLhz544qC/bp06cUI6XmS+3aGx0dDY8ePXojX3l5eXD79m1VX8+ePdPL6rx9+7beTODh4aHqy8XFRZWdm5+fr9eXn58fPH/+XK8vtUwQFxdXblbRlwn+blZRywR/J6vodDq9vv5OVklMTHzjrFJeJigvq+jLBElJSW+cVUgm0JdV9GUCBwcH1UxQXlZ59OjRG2eVV8kEar5SU1P1ZhWDJJJt/Py3DkO5kFxffvklbXdlG9MQy0p83n33Xa4xjS2dIO2xynZXxLJCiE6dOkkb0xDLigRA0phGNH78eNqiyjamIZaV+FSvXp1WsSvLHbZt20Yb09avX8+VKGRnZ2OXLl2kjWmIZRv2QdKYRjRp0iRpuyti2Yb9999/X9ruiviyPVbZmIZYVlTRvXt3WsWuLHdwdnbmGtOU5Q7Tpk2TNqYhlm3Yr1mzprTdFRFxz549tDFNWe6Qm5uLvXr14hrTWF+urq4ITLursvBpxowZtEVVWe6QkJCAtWvXlra7Ir5sj+3UqRMtfCK+8vLysE+fPhQboyyievToEWo0Gtruamdnx/maPXs2rWJXljskJiZi3bp1KTZGWe5w8OBB2u6qLHfIz8/Hfv36SdtdEctKfDQajdDuSjR37lxpuysiYnJyMjZo0EDa7opYVlQBf7WoKgufCgoKcMCAARQboyx3ePLkCRoZGWHjxo1x7ty5QrnDwoULKTZGWe6QkpKCDRs2lLa7Ir5sj23Xrp1Q7lBYWIiDBg2StrsilpX4GBsbY6NGjXDOnDlCucOSJUuk7a6IZaVHjRs3pu2uysIn0h6rbHdFLCvQGDJkiLTdFRHRz88PK1SoQPEsynKHZcuWSdtdERHT0tKwadOmtN1VWfh07tw5BCjDxrDtrohlRRVDhw6VtrsilpX4VKxYERs2bMi1uxKtXLlS2u6KWFbG9MEHH1BszIkTJzhfpD1W2e6KWFZeNXz4cIqN2bNnD1dE9eLFC6xUqRKamJjgrFmzaLsrEcFFKdtdEREzMjKwRYsWFBujLHy6evWqtN0VEWl7LGl33b17N1dEFRwcjJUrV8YGDRoI7a6IL9tjSbsrW/ik1WqxVatWFBvDtrsiIt64cUPa7opYVi40evRorFixIm18Z4uoQkNDsUqVKly7K+vLysqKa3dlC58yMzOxbdu2FBvDtrsilpUegaTdlWjMmDHSdlfEshKfatWqSdtdEcsKWuCvdleSCYivrKws7NChA9fuyvq6c+eOtN2V6KuvvpK2uyLKswqbCUh7rLLxHbH8rOLg4MBlFWUmmDBhQrlZRdbuiviy6V7Z7opYlgm6du2qmlXu379PswrJBKyvyZMnS9tdERFjY2OxRo0aqlmFtMeSTMBmldzcXOzRo4dqVnn48KG03ZVo+vTpqlklPj4ea9WqRbOKMhOQpntl4ztiWSbo3bu3alZxc3OjWYU0vrO+Zs6cqTer1KlTh8sErK8DBw7QTKDMKvn5+di3b19pEz0in1Xmz58vZJVvv/1WNaskJSVhvXr1aBO9WuHTf1FgaLV9e6XkMbVo0QIPHz6MJSUlHAYB/qr0HjVqFPr5+SEiUpwFOerVq4fr1q3D3NxcfPbsmcAm6tmzJ9rb2yMi4uLFi7lz7777Ls6YMYN+UBCEAjnMzMzw4MGDWFxcjCdOnBB8jRgxAp8+fYqIKLDE6tati2vWrMGcnBwMCAgQuG09evTAW7duISLi999/z52rVq0aTp8+nX6pUbLEmjdvjgcOHMDi4mI8ffq04Gv48OHo6+uLiCiwxOrWrYurV6/G7OxsDAoKEnx1794db968iYiIP/zwA3euatWqOG3aNPoBpmSJffDBB7hv3z4sLi7G8+fPc+eMjY1x2LBh6O3tjYgosMTq1KmDK1aswKysLAwNDRV8de3aFa9fv46IiKtXr+bOValSBSdPnky/PChZYs2aNUMbGxssKirCy5cvC76GDh2KXl5eiIgCS6x27dr4ww8/YGZmJkZERAi+unTpgn/++SeWlpbiunXrBF+TJk2iXx6ULLGmTZvirl27sKioCP/880/uvWtkZIRDhgxBT09PRESBJVarVi1ctmwZZmZmYkxMjOCrc+fOePnyZSwtLUVLS0vuXOXKlXHChAn0y4OSJdakSRPcuXMn6nQ6vHnzpuDr448/xkePHiEiCiyxmjVr4tKlS1Gr1WJ8fLzgq1OnTnjx4kUsLS3l0EjE1/jx4+mXByVLzNTUFLdv3446nQ7t7OwEX4MGDUJ3d3dELAuMSl+LFy/GjIwMTE5OFnx16NABz58/j6Wlpfjzzz9z59555x0cO3YsDekEL0OOxo0b49atW7GwsBDv3LnD+dJoNDhgwAB0dXVFRB6NBFCGRVm0aBGmp6djenq64Kt9+/Z49uxZLC0tpYtbrK8vv/yShnSCcSFHo0aN0NraGgsLC9HR0VHw9dFHH+HDh/+vvTMPq6pq3/+9mUEOzjiBmqWZaaaVjb96q9f31axstGyywcypNCHnTBPL1NQ0J5xHEkUFFBwYBRUREFERcWAQUBAVZObAeX5/4N7v2ey1D6bytfL5XNe5Eh7X9m6fBetee8FzRxGROhoJqIkfGTFiBOXn51NhYaFGV5cuXWjjxo1kMplo7ty5qpqdnR299dZbihmW41LMdf30009UXl5OkZGRGl3PPfccRUZGEpE6GknWNWzYMLp8+TKVlJRodD300EO0fv16MplMysMtc11vvPGGYoa7deumqrdu3Zq8vLyorKyMDhw4oNH1zDPPUEREBBGpo5GAmliUr776ivLy8qi8vFyTV9i5c2dau3YtmUwmWrRokUZX//79FTPco0cPVb1ly5Y0bdo0Kisro5iYGM0a9/TTT1NYWBgR1RhG85rBYKAhQ4ZQbm4uVVVVaXR16tSJVq9eTdXV1bR06VJVzdbWll577TVKTk4mIlLiP8x1TZ06lUpLSykuLk6j66mnnqJ9+/YRkToaSdY1ePBgZbNVW1fHjh1p5cqVVF1dTStWrNDoevXVV+nkyZNERErMhvxq0aIFTZkyhUpKSujo0aMaXb169aK9e/cSEdHXX3+tqjk7O9Pnn3+ubLZqZyGae5XVq1erajY2NvTKK69QUlISEZESZyG/XF1dafLkyVRSUkLHjx/XzN0nnniCgoODiUgdjQTUeIJPP/1U8SoNGjRQ1c29yvr16zW6zD2BHHElv8y9yqlTpyx6ldpZ6LW9iouLi6reoUMHWrx4MVVVVamikYCatfe///0vHT16lIhIiZKSX82aNaPx48dTUVERpaamanT17NmTAgMDiYho7NixqpqTkxN9/PHHyoPOJk2aqOrmXsXX11ejq3fv3opX+c9//qPRJXuVc+fOCb2Kv78/mUwmTRZ6ba8ixwTJr/bt29OCBQvIaDSqopFkXf/+978Vr/LKK6+o6k2bNiVPT08qLCyk9PR0oVfZvn07mUwmVTSSrMvcq8hxPPKrXbt2NG/ePDIajapoJKBm7X3ppZcUr3IvA954/nUZNGiQ8MkTUc3TlLZt22pyhWTmz5+vyRWSqa6upl69eunmCkVFRemekhHVmAnRkyeimhOWdu3a0UcffSRsNb5w4ULhKZms66mnnhI+eSKqaW1t/uSpdkvvL7/8UvjkiajmJKN9+/bCUzKimqdiXbt2FbZAN5lM9OyzzyqnZLVbjcfGxiq6RLEow4YNE56SEdWcGNx33330wQcfCFuNe3t7C0/JZF3PP/+8ckpWu9V4QkICubu7K6dktVt6jxgxQnhKRlTzZL5Dhw40cOBAYavxVatWCU/JZF3/+te/lFOy2q3Gjx07Rm5ubsJTMqKaBx/yKVntWJTr16/T/fffLzwlI6o5wROdksm6Xn75ZerTp48wFuX48ePk5uamnJLVjh8ZM2aM8JSMqOYJeMeOHWnAgAHCWJSNGzcKT8lk/vOf/yinZLVjUU6dOkVubm7CUzKiGjMhn5LVjkUpKSmhTp06KadkteNHNm/eLDwlk+nbt69ySlY7FuX06dPk5uamnJLVjh+ZMGGCckpWOxalrKyMOnfuLDwlI6qJUzE/Jasd8/Haa69psgZlzp49S25ubsJTMiKiyZMnC0/JiGpOnx966CHhKRkR0Y4dO5RTMlEsSv/+/TW5yDLnz58nNzc3TQaizNSpU+nxxx8XxqJUVFTQww8/LDwlI6o5wZNPyUSxKG+//baSi1xbV0ZGBrm5uSmnZLXjR6ZPny48JSOqOX3u1q2bJgNRJjg4WDklE8WiDBgwQHhKRlRz8uPu7i48JSOqyX8UnZIR1Zw+d+/eXTklqx2Lsm/fPt2fnCEiGjhwoHJKVjsWJScnh9zd3WnQoEHCWJRZs2YJT8mIak6fe/bsqZyS1Y5FCQsLU/3kTG1dH330kfCUjKjmp0Hatm1Ln3zyiTAW5ddffxWeksm6Hn/8ceWUrLYniIyM1OQim/Ppp5+qvIr5HMnLy6N27doJT8mIamKERKdkRHV7lejoaFUucm1dX3zxha5Xyc/Pp3bt2ul6gt9//114SkZUs5Y8/fTT9OqrrwpjUWJiYix6lSFDhihepbYnuHr1KrVv3174kzNEREuXLr0pryKKRTly5Ai5u7urcpHNGT58uOJVansC2auIfnKGqCbC72a8iigWpS6v8vXXXytepXYsiuxVauciy6xevVrxKiJP8OKLL1Lfvn2FsShJSUkWvcro0aPp6aefFnqCoqIieuCBB5RcZFFcy72K3saT41T+AhQWFqJhw4bCWnFxMRwdHWFtbf2nx1ZWVqK6uhqOjo7C+vXr12EwGCBJ0i3pcnBwgI2NzZ8eazQaYTQa4eTkdMd1lZSUwN7e/h+lq6qqChUVFWjQoMEd11VaWgpbW1vY2trekq7y8nI4Ozv/pXRVV1ejrKzsL6mrtLQUBoNBV5ezszOsrMS/em/p2mVlZbC2toadnd2fHmsymVBSUvKX00VEKCoqgouLi7BeVFSEBg0a3LIuKysr2Nvb/6V0lZeXQ5Iki7pcXFyEc5eIcP36dd1r364uAHBwcKgXXU5OTre0xlVUVICI6kXX7ay9FRUVMJlMumuvJV11Xbs+PcHd1FVVVfWXW3v/qp7AaDSisrKyXjwBe5U7q+teRi9OhTeeDMMwDMMwDMMwzB2BczwZhmEYhmEYhmGYu4L4LP0mkSQpHUARgGoAVaKdLcMwDMMwDMMwDHNvcydOPF8kokd503nrrFmzRjeHMT09HRs2bNDNEAoMDNTNNiovL8fSpUt1s40OHz6MwMBA3WyjtWvX6mYbZWZmYv369bq6du7cqZttVFFRgaVLlyI9PV049siRIwgICNDVtW7dOiQmJgp1ZWVlYd26dbo5jEFBQbo5jJWVlVi6dKluDmNcXBz8/f118w43bNigm3eYk5ODtWvX6uYdBgcH6+YwGo1GLFu2TDeHMSEhATt27NDVtXHjRiQkJAh1Xbp0CWvWrNHNO9y9e7du3mFVVRWWLVumm8N49OhRbNu2TTfvcNOmTbo5jHl5eVi9erWurr179+rqqq6uxrJly3RzGI8dO4Zt27bp5h36+Pjo5jDm5+dj1apVujmM+/btQ0hIiDDvUNall8N4/PhxbN26VVfX5s2bdXMYr1y5gpUrV+rmMIaGhurmMJpMJnh7e+vmMJ44cQJbtmzRzWH09fXVzWG8du0aVqxYoZt3GBYWppvDSERYvny5bg5jcnIyfH19dfMOt2zZopvDWFhYaFFXRESEbt4hEWHFihW6OYwpKSnYvHmzri4/Pz/dHMbr16/D29tbN5s5MjISu3fvtqhLL+8wNTUVf/zxh24O47Zt23RzGIuLi+Ht7a2bdxgVFaWbzUxEWLlypa6uM2fOwMfHRzfvcPv27bo5jCUlJVi2bJmurgMHDiAoKEhX16pVq3TzDs+dO4dNmzbp6vL399fNYSwtLcWyZct0cxgPHjyIXbt26eYdrl69WtcTpKWlYePGjbo5jAEBAYiOjhaucWVlZVi2bJluDmNMTAx27typq2vNmjW6OYwZGRl1ehVLnmDZsmW37FXWrVun61UuXLhg0avs2rWrTk9gyatY8gTr16/X9SrZ2dlYt26dricICgpCRESEUJfsCfS8Snx8fL16Fb1sZtkTWPIq27dv1/UEdXkVS55gz549t+xVEhMTLXoVHx+fOr2KnidgBIg6Dt3sC0A6gGY3+/e5q62YRx99VGnRLHdtk7vcHThwgGxsbFTZRuadbwcPHkwAVNlGcpe7rKwspQ20edc2uSOXnIVonm1k3n3vscceIwCqrm2yrpiYGLK1tVVlG506dUoZO3ToUAKgyjaSu9zl5ORQ69atCYCqa5usS85ClHMYlyxZoupy9+STTxIAVdc2uctdbGws2dnZqXIY5fb3RDVZiABUeYeyrkuXLpGbmxsB6hxGWdeaNWsIqIltkDvMmne5k6NtzHMYZV1xcXFkb2+vymGU298T/S/aplGjRkrXNrnL3eXLl6lt27YEqHMY5e57chainMO4aNEiVZc7OdrGPIdR7nJ39OhRcnBwUOUwnjhxQhkrt4uX8w43bNigdLmTuwUC6hxGWZfcLt4879C8y50cbWOewyjrOnbsGDk5OWlyGGXkdvEuLi5Kh1lZl9yVD/hfDmNkZKSiS85ClPMOFy5cqOpyJ0fbtGrVSukwK3e5O378ODk7Oys5jNOnT1cihIj+l4VonsMod7krKCigDh06EKDOYZS778lZiHLe4YIFC1QdeeVom5YtWyodZmVdJ0+eVGKGevXqRT/++KMSF0D0vyxE8xxGuSOv3JUP+F8OY3h4uKLL399f0SV3mDXvyCtH25jnMModeU+dOkUNGzZUYgimTZumxAUQ/S8L0dnZWekwK3e+LSkpoY4dOxJQEych5x3Kunbt2qXEI8gdZs078srRNuY5jLKu06dPU6NGjRRdU6dOVXW+lbMQzXMY5c63ZWVl9OCDDxJQEych5x3KnYJ3796t6JI7zJp35JWjbeQcRj8/P6Uj75kzZ5SoA/NsZlmXnNtsnsMo66qoqKCHHnpIiW2Qs5llXfv27SNJklQ5jOadb+VoGzmHcevWrUpH3nPnzlHTpk2VeAS5w6ysS85CNM9hlDvyGo1GJUKmQ4cOSodZuSNvWFgYSZKkymE073wrR9uY5x3KutLS0pQIBjmbOTY2VtEl5zbLOYzLly9XOvJWV1dT165dlTgJucOsrCsiIoKsrKxUOYzm+ZBytI2sy9fXV+nIm5GRQa6urgSocxhlXXIWoqOjI73++uvk7e2t6sgrR9u0b99e6TAr64qKiiJra2tVDqN551s52sY8m1nWdeHCBSXGyrzDrKxLzkI0z2Y29wRytI3Iqxw8eNCiV5GjbUReJTs726JX8fb2VnmVpUuXqjyBHG1zM15l5syZKq8iR9uYZzPLnuDixYtKvJbsVcw9gRx3Z57NbK5LjrYReZUjR46QnZ2dyhOYexU52kbkVXJzczVexdwTyLnN5tnM5l5FjrYReZX4+HjFEzzzzDMaTyBH29yMV6ntCeS4O3t7eyWb2dyryNE2el7F0dFR5QnkWEEiIk9PT12vIuc2m3uV/fv3K7rkuDs9ryJH28heJSAgQOhV5K7z5l7lXgY6XW1v98STAOyVJClekqQhor8gSdIQSZLiJEmK03uCcq8jd3xs3ry58pI7ZNnZ2YGI4OTkpNQaN26sGdukSRO4urrC1dVV6VhnY2MDKysr2NjYqK4td+6Sx7q4uCg1886Wcr1Zs2YaXfJ/HR0d69Ql1811WVtb16nLYDCgefPmcHV1FerSu19ATfdFudakSRPN2MaNG2t0WVtbK6+b0fVn7pdcM79ferpcXV3RvHlzpZOelZWVUJfcnVIe6+zsrNTMO26KdMmfk/XVdb8aNWqk1GVdevervnQ1bdr0pnTJ98vKykqpubq6Ku+jfG1nZ2flXtelS+4yKtfs7e0t6mrYsKFQl/w1Kbpf5rrkmnknvT9zv1xdXevUJXcelCTJoi55bIMGDSzqatq0qeZ+ybrs7e2Ve13X+1hblyRJyv9Tfegyfx9rf62b3y+5I6IkSbC1tdXokrt5ytc219WoUaM/pcvOzk6pNWvWzKIu8/sl65I1meuSx5qvJZZ0ubq6Kt1ibW1tYWVlVacu87XEvIOk+f2SX3LXzD+jS/7/knXJ88PW1vamdLm6ump0AeqvKUu66lrjzHVZWVn9KV11rXG1dZmvJaL7ZUmX+dor0mUwGJR7/Wc9QV33S7T2ijxBXfPrVtdeV1fXm9YlryPma5z5WiJa425Fl3yv/4yum1l7b+V9lD1nXV7lZjyB3vfsW/EEN+vt9DyBaI2z9D5a0uXq6irUJVrjGAGi3ejNvgC0vvFfVwDHADxv6e/ziaeYbdu2aXKrZDIyMoS5VTIhISGa3CqZsrIyYfanTEJCgia3qrau2rlVMhcuXBDmVsmEhoZqMjZlysvLydfXV5NbJXP06FFNbpU5O3bs0NWVlZUlzK2SCQ8P1+RpyVRUVJCvr68mt0rm2LFjmtyq2rpq51bJ5OTkCHOrZCIiIjR5WjKVlZXk6+urmw+VlJSkydg0x9/fX5NbJXPp0iVhbpVMZGSkJrdKxmg00ubNm3V1HT9+XJOnZU5AQIAmY1MmNzdXmLEps3//fl1dcgh27YxNmZMnTwozNmUCAwN1dV2+fFmYsSkTFRWlydisrat2lqVMcnIyRURE6OrauXOnJvtTJj8/X5ixKRMdHa3J2JSprq62qCslJcWirl27dmkyNmWuXr0qzNiUOXDggCZjU8ZkMpGvr68mY1Pm9OnTwoxNmaCgIF1dBQUFwoxNmUOHDmkyNs11bdmyRZOxKZOamirM2JQJDg7WZGzKFBYWCrMsZWJiYjQZm+a6tm7dqsnYlDl79qwwY1Nm9+7dmoxNmaKiItq6dauursOHD2syNm9W17lz54QZmzJ79uxRnTSaU1xcTFu3btVkWcrExsZqMjZr66qdsSmTlpYmzNiU2bt3ryZjU6akpESY/SkTFxenydg0x8/PT1dXRkaGMGNTJiQkRJMHLlNaWkpbtmzR9QTx8fGajE1zLHmVzMxMi17ldjxBXV5l+/btFj1BXV6lLk+gpysxMbFOr1I7Y1MmOzu7Tq9Slye4Va/i7++v61UuXrxYp1epnbEpYzQa6/QqljxBXV4lMDDwlr2KJV0nTpy4ZU+Ql5dn0avcy6C+czwlSZoKoJiI5uj9HY5TYRiGYRiGYRiG+edyx+NUJElqIEmSQf4zgP8AOHHrEhmGYRiGYRiGYZh/IrcTp9ICwPYbPyNtA2ATEe2+I6oYhmEYhmEYhmGYfwy3vPEkovMAut9BLQzDMAzDMAzDMMw/EOupU6f+n/1j3t7eU4cMETa/vaeZM2cOrl69Cnd3d6WzmExaWhqWLFmCRo0aqbqpyWzatAlJSUlo06aN0sFLpry8HNOnT4eNjQ3atGmjdBaT2b9/P3bu3IkWLVqouuLJzJ07F/n5+UJdGRkZWLRoka4uHx8fHDt2TKiroqICXl5esLKyEuqKjo5GQECArq758+cjLy9PqOvChQtYuHAhGjZsiBYtWmh0bd68GQkJCUJdlZWVmD59OiRJgpubm0bXwYMHsWPHDl1dCxYswKVLl+Du7q50OpPJycnB/PnzdXVt2bIF8fHxaN26tdKlUsZoNMLLywsA0KZNG6VLpUxMTAy2bdum6Yons3DhQly8eFGo69KlS5g7dy5cXFzQsmVLjS4/Pz/ExsaiTZs2Gl1VVVWYPn06iAhubm4aXbGxsdiyZYum+5zMokWLkJ2dLdSVl5eHX3/9FQaDQahr+/btiImJEeoa3XrZAAAgAElEQVSqrq6Gl5cXqqurhbri4uLg6+uLZs2aCXUtXrwYFy5cEOrKz8/H7Nmz4ezsLNTl7++PgwcPonXr1qrumbKuGTNmoKqqSqgrISEBPj4+aNasmbArnpzJ6+7urnRBlbly5YpFXYGBgYiOjhbqMplMmDFjBiorK4W6EhMTsXHjRl1d3t7eSEtLg5ubm0bXtWvX8Msvv8DJyQmtWrXS6JLzflu1aqXqugjUNL776aefUF5eDjc3N6Wrp0xSUhLWr1+Ppk2bolmzZhpdK1aswLlz54T3q7CwEDNnzoSjoyNat26t0SXn6rZu3Vqo6+eff0ZZWZlQ14kTJ7B27Vo0bdpU1SlXZtWqVThz5gzc3NyUbqMy169fx08//aSrS87V1btfM2fORElJCdzd3TW6Tp06hdWrV6NJkyaqjqEyq1evRmpqKtzd3TW6iouLMWPGDDg4OKB169aa74179+5FSEgIWrVqpeoGKev65ZdfUFRUJNR1+vRprFy5UlfX2rVrkZKSgjZt2ihdPWVKSkowY8YM2NvbC3WFhoZi7969aNmypVDX7NmzUVhYKNR15swZLF++XOkqWlvX+vXrkZycDDc3N42u0tJSeHl5wc7OTrjGhYWFYffu3WjZsqWqE7PM7NmzUVBQIFzjzp8/j6VLl+rq2rBhA44fPy7UVVZWBi8vL9ja2gp1RUZGIigoCC1atBDq+vXXX2/Lq1jyBLfjVebNm6frVTIzM/H777/r6vrjjz9w9OhRuLm56XoCS17F39//lrxKdnY2FixYABcXF6En8PX1RXx8vPB+GY3Gm/IqtTv4ytyMV9HzBFu2bEFcXJxFTwDoexU/Pz9dXXV5lV9//bVOryLyUFVVVfDy8oLJZBKucUeOHLktrzJnzhwYDAbhGncvM23atItTp0711hREHYfq68VdbcXIOXdOTk70/fffq7pjyflCuJE/tHv3btXYf//73wSArKys6OOPP1ZlgZ06dYrs7OyUzLjly5erusKNHz9eufa//vUvTfaQnNvm6OhIkyZNUunaunWrMrZz584UHBysGvvf//5X0fXhhx+qOvSdPn2a7O3tlcy4pUuXqrqcTZ48Wbn2888/r8ojJCIlH83BwYEmTJig6pgpZyHiRibhzp07VWP79eun6Bo4cKCqQ9+5c+cUXc2aNaPFixerdP3www/KtZ977jlVHiERKdmkDg4ONG7cOFXHzICAAGVsx44dKTAwUDX29ddfJwAkSRK99957qk546enpiq4mTZrQwoULVd3Xpk+frlz72Wefpfj4eNW13d3dlewsT09PVWfKoKAgkiSJAND9999P/v7+qq5wb731lqLr3XffVXXCu3DhAjk4OCgZaL/99ptK188//6zoevrpp+nIkSMqXXLWpr29PY0ZM0bVAXL37t2Krg4dOtD27dtVut59911F19tvv63qhJeTk6PoatSoEc2bN0+la9asWYqup556imJjY1W65ExLOzs7Gj16tKoDZEhICFlZWSkZe35+fipdAwcOVHS9+eabqk54ubm55OjoqOj69ddfVZ1P586dq+jq1asXxcTEqHR17txZ0fXNN9+oOi2GhYUputq1a0dbtmxR6fr444+Va/fv31+Vd5mfn6/oatiwIc2ePVul67ffflPGPv7443Tw4EGVLjkL0dbWlkaMGKHqtLh//36ytrZWMvY2b96s0vXpp58q137ttddU3V4LCgrIyclJyUX95ZdfVB1GFy1apIx97LHH6MCBAypd3bt3V3QNHTpU1dEwOjpa0eXu7k4+Pj4qXXI+MgDq16+fqtvr9evXFV0Gg4F+/vlnVSfPpUuXKmN79OhBUVFRKl1yPrKNjQ0NGTJE1X05JiaGbGxslCy7jRs3qnR99dVXyrX79u2r6qpaWlpKDRo0UPJHZ8yYodK1YsUKZWz37t0pMjJSpatXr16KrsGDB6u6HB85ckTR1bp1a1q3bp1K14gRI5Rr//e//1V1VS0vL1fpmj59uqqTp5yPjBsZjmFhYSpdzzzzDAEga2tr+uKLL1RdjhMSEsjW1paAmtzdNWvWqNY4OR8ZAPXu3VuVk1hVVUXOzs5K/ui0adNUutavX6+M7dq1K4WEhKh0/b//9/8UXZ9++qmqy/GxY8cUXS1btqRVq1apdI0ZM0a59ssvv6zKdCYiRZeTkxNNmTJFtfbK+ci4kZW4d+9e1dgXX3xR0TVo0CBVN+ETJ05Y9ARyPjIAeumll1Q5iUSkZN86Ojr+aa8i5yPX5VWaN29Oy5YtU629EyZMsOhVmjVrpuiaOHGiyhP4+fkpYx988EEKCgpSje3Tp4+i64MPPlB5gjNnzqg8wZIlS1S6vv/+e4tepUWLFrqeYMeOHRa9ipyPLHsV866958+fV3Q1bdqUFi1apNI1depUi15Fzia1t7en7777TuUJAgMDlbX3gQceoICAANXY/v37K2vcgAEDVF4lIyNDWXtFXsXLy8uiV5EzQO3t7cnDw0OlKzg42KJXefvttxVd77zzjsoTZGVlWfQqcj6ynleR87ft7Ozo22+/VXmVPXv2KGtvhw4daNu2bcLOuvci0OlqyxvPvwATJkyg33//Xdiu+fz58zRkyBDdds3Lli2jGTNm0LFjxzSTvaysjIYMGULr168XRkvs27ePvvvuO9020pMmTaKFCxcKIxzS09OVIF2RruXLl5OXl5cwWqK8vJy++uorWrdunTDCISwsjDw9PSkyMlKo6/vvv6cFCxYIdWVmZtKXX36pGy2xcuVK+vHHH4XREhUVFTR06FBau3atUFdERAR5eHhQRESEMCph6tSp9NtvvwkjHLKzs+nLL7/UjZZYvXo1TZs2TRgtUVlZScOGDaM1a9YIoyWioqJozJgxFB4eLtQ1bdo0mj9/vjDC4eLFi/Tll1/qRkusW7eOpk6dKoyWMBqNNHz4cFq9erUwWuLgwYM0evRo3WgJLy8vmjdvnlBXbm4uDR48mLZt2yaMcNiwYQP98MMPwmiJqqoqGjFiBK1atUoY4RATE0OjR4/WjZaYMWMGzZ07VxgtcfnyZRo8eLButMSmTZtoypQpwmiJqqoqGjlyJK1cuVJlumSOHDlC33zzjW60xMyZM+nXX38VRkvk5+fT4MGDdSMcNm/eTN9//70wWqK6upq++eYbWrFihVBXfHw8ff3117rRErNmzaI5c+YIoyWuXr1KgwcPJl9fX6GuLVu20OTJk4XREiaTiUaNGkXe3t7CCIfExEQaOXKkbrTEnDlzaPbs2ZSSkqKZIwUFBTR48GDavHmzMFpi27ZtNGnSJGG0hMlkom+//ZaWLVsm1JWUlEQjRozQjZaYN28ezZo1SxiDVVhYSIMHD6Y//vhDGOGwY8cOmjhxojBawmQykYeHBy1dulQYLXHy5EkaPny4brTE/Pnz6ZdffhFGSxQVFdHgwYPJx8dHqCsgIIAmTJggjJYwmUzk6elJS5YsEUZLpKSk0LBhw3SjJRYuXEgzZ84URksUFxfT4MGDadOmTcJoiV27dtH48eOF0RImk4nGjh1LixcvFkZLpKam0tChQ3WjJRYtWkQ///yzMFqipKSEvvzyS9q4caMwwiE4OJjGjRunGy0xbtw4WrRokTBa4ty5c/TVV1/pxmAtWbKEZsyYIYyWKC0tpSFDhtCGDRuEuvbu3Utjx47V9QQTJ07U9SppaWn01Vdf6XoVb29v8vLyEnoV2RPoeZWQkBD67rvvdD3B5MmTdb1KRkZGnV5l+vTpQq8iewI9rxIeHq54ApGuKVOm0IIFC1QP+mSysrIseoJVq1bpepXKykrFq4g8QWRkpEVPcDNeZfv27UJda9as0fUqsidYs2aN0BNERUXRt99+qxuD9eOPP1r0KrInEHmV9evX17tXEXkC2atYisG6V9HbeN6xOJWbgeNUGIZhGIZhGIZh/rnc8TgVhmEYhmEYhmEYhrkZeOPJMAzDMAzDMAzD1Cu88WQYhmEYhmEYhmHqFd54MgzDMAzDMAzDMPUK53j+Bfjmm2+QnZ0tzGY7evQofvrpJ9jY2Agz4+bMmYODBw8Ks+wKCwsxYsQIVFRUCDPj/Pz8sGnTJjRo0ECYGTd69GhkZmYKdSUlJWH69OmwtrYWZqDNnTsX0dHRwiy769evY/jw4SgvLxdmxu3YsQPr16/X1TVmzBikp6cLM+NOnDiBadOmwdraWni/5s+fj/3796Nx48aazLji4mIMHz4cpaWlwvsVEBCAtWvXwsnJSZgZ5+npifPnzwsz406dOoUffvgBVlZWwvu1cOFCRERECLPZSktLMWzYMJSUlAiz2Xbt2oXVq1fr6ho7dizOnj0rzIxLTU3F5MmTdXUtWrQIoaGhQl1lZWUYNmwYiouLhbqCg4OxYsUKODo6CjPQxo8fj9TUVKGus2fPYuLEiZAkSZiBtmTJEuzbt0+YzVZeXo5hw4ahqKhIqGvPnj1Yvny5kpVYW9fEiRORkpIi1JWWlobx48fr6lq2bBn27Nkj1FVRUYHhw4ejsLBQmM0WEhKCJUuWwMHBQXi/Jk+ejOTkZGFmXEZGBsaNGwcAQl3Lly9HcHCwMEfWaDRi+PDhKCgoEGbZhYWFYdGiRbC3txdmxk2ZMgUnTpwQ6srKyoKnpydMJpMwA23VqlXYuXOnUFdVVRWGDRuGa9euCbPZIiMjsXDhQl1dU6dORVJSkjAzLjs7Gx4eHrq61qxZg4CAAGFmXHV1NYYPH44rV64Is+yioqLw22+/wc7OTpgZ9+OPPyIxMVGo69KlSxg9ejSqq6uFutatW4cdO3bo6hoxYgQuX74s1HXw4EHMnTtXV5eXlxcSEhKEWXZ5eXkYNWoUqqqqhLo2btyIbdu2CbPsTCYTRowYgdzcXGGObExMDObMmQNbW1uhrp9//hlxcXFCXfn5+fjmm29gNBqFea0+Pj7YunWrMA+YiDBixAhcunRJqOvIkSOYNWuWrq6ZM2ciNjZWWePMuXr1KkaOHAmj0SjMt928eTN8fX3h7OwszP4bOXIkcnJyhLri4+Mxc+ZM2NjYwN3dXaNr9uzZiImJEXqCa9euYeTIkaisrBTer61bt8LHx0dX1zfffIOsrCxhvm1iYiJmzJhh0ascOHBA6AkKCwsxcuRIJbO39tq7bds2bNy4UVnj/oxXOX78uEWvMm/ePERFRQlzZIuKijBixAiUlZXpepV169bprr2WvMrJkycxbdo03bX3t99+Q2RkpFBXXV4lMDAQa9eu1V3jLHmVlJQUTJkyxaJXCQ8Pv2WvsmrVKl1PYMmrnDlzBpMmTdJde+vyKsOHD0dxcbEwD3j37t2KJxDpmjBhAlJTU4X5tufOncPEiRMBiNfeexm9HE8b0V9m/m8JCgrC6dOnUVFRgc8++0xl/C5dugQ/Pz9UVFTA1tYWL774ompsTEwMsrKyUF5eji+++AKtWrVSaiUlJQgICEBRURFMJhPeffdd1SJ1+vRpbN26FeXl5WjQoAG6du2quvbu3buRnJyMyspKfPbZZyojk5ubq9L10ksvqcYePnwY6enpKC8vx+DBg1W6SktLERAQgOvXr8NkMmHAgAEqXampqSpd3bp10+g6fvy4ost8Yc7Ly1N02djY4N///rdqbGxsLM6cOaPcrzZt2ii1srIyBAQEoKCgANXV1Xj//fdVus6cOYMtW7agvLwcTk5O6N69u+rae/fuRWJiIioqKvD555+rFsDLly+rdPXu3Vs19siRIzh16pSiy83NTaPr2rVrii7zxeDs2bMqXY8++qjq2vv27UOTJk0UXeYLTX5+Pvz8/FBeXg5ra2v85z//UX3DjouLQ1JSEioqKtCwYUO4u7srtfLycgQGBuLq1auoqqrCBx98oNJ1/vx5bN26FRUVFXByckLPnj1VukJCQuDi4oKKigp88cUXKl1XrlzBtm3bUF5eDisrK/Tp00elKz4+HgkJCaioqICLiwvatWun1CoqKhAYGIj8/HxFl/likJaWptwvR0dHPPbYYypdoaGhcHJyUnSZLzRXr15V6erbt69K19GjR3H48GFFV/v27ZVaZWUlAgMDkZeXB6PRiI8++kilKz09Xblfjo6OeOKJJ1S6wsPDYWtrq3xNmW/yrl27Bj8/P5SVlUGSJPTr10+l69ixY4iOjlZ03XfffRpdly5dUnSZbywyMjJUunr16qXSFRERAUmSFF3mm6lr165h27ZtKCsrg5WVFV599VWNroiICEVXhw4dlJrRaMTOnTuRk5ODyspKfPLJJypdmZmZii4HBwc89dRTKl2RkZGorq5WdJlvWgoLC7F9+3blfr3++usqXUlJSQgJCUF5eTkMBgMeeOABpVZVVYVdu3YhKytL0WVu4C9cuKDS9fTTT6t07d+/HxUVFYou801LYWEhduzYoejq37+/SteJEycQHBys6OrYsaNSM5lM2LVrFzIzM2E0GvHJJ5+oDGlWVpaiy97eHs8++6xKV1RUFEpKSpTvQc2bN1dq169fx44dO1BaWgoAePPNNzW6AgMDFV2dOnXS6EpPT4fRaMSgQYNUunJyclS6nnvuOZWu6OhoFBQUKLpcXV2VWlFREXbs2IGSkhIQEd566y2VaUxOTla+Xp2dndG5c2elRkQICgpCWloaKisr8emnn6oMaU5OjvI9287ODs8//7xK18GDB5Gfn6/oatGihVIrLi6Gv7+/ouvtt99W6Tp16pSyxjk7O+Ohhx5SXTsoKAhnz55VdNX2BPJYOzs7vPDCCxpdFy9eVHS1bNlSqZWUlMDf3x/FxcWKJzDXlZKSolp7H374YdW1g4ODcfr0aWXt1dMl8iqHDx9GZmam8n21tifw9/dXPIElr+Ls7KzxKnv27EFycrKyxom8Snl5OWxsbPDyyy9rdJ0/f17R1bp1a42uwsJCVFdX47333tN4AnnuNmjQAI888ohG1/HjxxVd5l5F9gTy/RJ5ldTUVEXXrXqVBg0aaLzKvn376vQqsifo3bu3xhOcPHlSGVvbEwQEBCieYODAgSpPcO7cOZUn6NGjh0pXSEgIGjdurOtVtm3bpnio2l4lPj4ex44dU9aStm3bKrWKigoEBASoPMGf9SoGg0HXq5jfr9pehdHCcSp/AUpKSjRPp2VKS0vh4OCgeQJzM2ONRiOISPN0+mbG1lUvKyuDvb39P0pXVVUVqqurNU+B/w66nJycdL/Z1Zeu6upqGI1GzdPWO6FLXoxrP82/E7pKS0vh6Oh4V3RVVlZqnraaj70b98tkMimbyjutSzYJt6KLiFBWVqY5gZW5nfexoqIC1tbWmqf5rEtfl5WVle7T/Lulq7KyEpIk3bKu0tJSi2vv3dBVV/12dQH4y629f1VP8FfVVZcnKC0t1f16u5u6bter2NnZ1YsnqM+1915GL06FN54MwzAMwzAMwzDMHYFzPBmGYRiGYRiGYZi7Am88GYZhGIZhGIZhmHqFN54MwzAMwzAMwzBMvcIbT4ZhGIZhGIZhGKZe4RzPvwCvvPIKcnNz0aNHD003w927d2Py5Mlo3ry5KppB5uuvv0ZUVBQeffRRTRezCxcu4P3334eVlRW6du2q6di1YMECrFq1Cp06ddLkfQHAq6++iosXL6Jnz54aXfv27cPEiRPRrFkzVTSDzKhRoxAZGYlHHnlE0w0sJycH7777LgAIdS1atAgrVqzAAw88oGrpL/P6668jKysLPXv21HQNDAsLw7hx49C0aVOhrm+//RZhYWF45JFHNPloubm5eOedd2AymdCtWzeNriVLlsDb21tX15tvvonMzEz06NFDoysyMhLfffcdmjRpooqMkPH09MS+ffuEui5fvoy33noLJpMJjzzyiEaXt7c3lixZgg4dOqiiBmTefvttpKenC+9XdHQ0xowZg0aNGuH+++/XjB07diz27NmDbt26afLRrl69ijfeeANVVVV45JFHNF3wVq5cid9//x333XefKmpAZsCAATh79ix69uyp6Rp46NAhjB49Gg0bNlRFWchMmDABQUFBQl0FBQXo378/jEajUNeaNWvw22+/oX379qqoAZn3338fqamp6NGjh0ZXbGwsvv76a02UhcykSZOwc+dOdO3aVZOPdv36dbz++uuoqKhA9+7dNbrWrVuHefPmoW3btqqoAZkPPvgAp06dQo8ePTRdA+Pi4jBixAg4OzujY8eOmjkyZcoU+Pv74+GHH9bkkBUXF+O1115DWVmZUNfGjRvx66+/om3btqqoAZmPP/4YJ0+eFOpKTEzE0KFD4eTkhE6dOml0TZ06Fdu3bxfqKisrQ79+/VBcXIwePXpodP3xxx+YNWsW3NzcVFEDMoMGDcLx48eFupKSkjBkyBA4OjriwQcf1OiaPn06/Pz80KVLF002aXl5Ofr164eioiI8+uijmm6Gvr6+mDlzJtq0aaOKRZL57LPPkJiYiB49emi6LCYnJ+Pzzz+Hg4MDOnfurNH1008/wdfXFw899JAmA9RoNOKVV15BYWEhevToodG1bds2zJgxA61btxbqGjx4MOLi4vDoo49qOhyfPn0an376Kezt7fHQQw9pdP3yyy/w8fER6qqqqkLfvn1RUFAg1OXv74/p06ejVatWqmgGmSFDhiA2NhY9evTQ6Dp79iw+/vhj2NnZoUuXLhpds2fPxsaNG9G5c2dNBqjJZEKfPn1w9epV9OzZU6MrMDAQ06ZNQ4sWLVTRDDJDhw5FTEwMunfvrll709LS8OGHH8LGxgYPP/ywRtfcuXOxbt06PPjgg5oMUADo06cP8vPzhZ4gKCgIU6ZMQYsWLVQxUjIjRozAgQMHhLoyMjIwcOBAWFtbC9fe+fPnY82aNejUqZNQV79+/XS9yp49e27Kq3Tv3l3jCbKysvDee+/pepWFCxdi1apV6Nixo9CrvPbaa7peJSQkBBMmTLDoVSIiIoS6Ll68aNGrLF682KIn6N+/v65XCQ8Px7hx43Q9wZgxYxAaGnpLXmXp0qVYunQp7r//fqEneOutt5CRkSH0Kvv374enpycaN24s9ASWvEp+fj7efPNNVFdXC73K8uXLsXjxYnTo0EHoCd555x2kpaUJ79eBAwfw7bffolGjRkJPMG7cuDq9ip4nWLVqFRYuXKjrCeryKqNGjYKLi4vQE9zL6OV4goj+z16PPfYYMVrCwsKouLhYWMvKyqKEhAQymUzCekxMDOXl5QlrZWVlFB4eTpWVlcL6yZMn6ezZsxZ1FRUVCWvZ2dkUHx+vq+vw4cOUm5srrJWXl1NYWJiuruTkZIu6wsPD6fr168LaxYsXKS4uTldXbGwsXbp0SVirqKig0NBQqqioENZPnTpFZ86cuSVdly5doiNHjlB1dbWurosXLwprlZWVFnWlpKRQamqqrq6IiAgqLCwU1nJzcyk2NlZX15EjRygnJ0dYMxqNFnWdPn2aTp8+rasrMjJSV9fly5fp8OHDurri4uIoOztbWKuqqqKQkBAqLy8X1lNTU+nUqVO6cyQyMpIKCgqEtfz8fIqJidHVFR8ff8u6zpw5Q8nJybq69u/fT9euXRPWrly5QocOHaKqqiphPSEhgbKysoS16upqCgkJobKyMmH97NmzdPLkSV1dUVFRurquXbtGBw8e1NV19OhRunDhgrBmMpks6jp//jydOHFCV1d0dDRdvXpVWCsoKKADBw5Y1JWZmWlRV2lpqbCelpZGx48ft6jrypUrwlphYSFFRUXp6kpMTKSMjAxdXaGhobq60tPTKSkpSVfXgQMHdHUVFRXR/v37yWg0CutJSUmUnp5uUVdJSYmwnpGRQceOHdPVdfDgQcrPzxfWiouLKTIy0qKutLS0W9KVmZlJiYmJuroOHTpEly9fFtZKSkooIiJCV9eJEyfo/PnzwhoRUWhoqK4nuHDhAh09etSiLj1PUFpaatETnDhxgs6dO6ery5JXyc7OrtOrWPIEt+NVwsPDdb1KTk7OLXuViooKi17ldjyB7FUseQI9r1JZWUlhYWEWvUpdnkBPV25u7i17lbo8QUpKikVPYMmr5OXlWfQEN+NVLHmClJQUXV11eRVLnuBeBkAcCfaCHKfCMAzDMAzDMAzD3BE4ToVhGIZhGIZhGIa5K/DGk2EYhmEYhmEYhqlXeOPJMAzDMAzDMAzD1Cu88WQYhmEYhmEYhmHqFd543mVWr16NFStWCGtFRUXw9PTEyZMnhfWQkBBMnToVeg2ivLy8EBwcLKydPn0aHh4euHbtmrC+du1aeHtruyADQElJCTw9PZGUlCSsh4WF4YcfftDV9dNPP2HXrl3C2tmzZ+Hh4YErV64I6+vXr8fSpUuFtdLSUnz33XdITEwU1iMiIvD999/DZDIJ6zNnzkRgYKCwdu7cOXh4eODy5cvC+saNG7F48WJhraysDGPHjsXRo0eF9f3792Py5Mm6umbNmgV/f39hLS0tDWPGjEFeXp6w7uPjg99//11YKy8vx9ixY6HX8Cs6OhqTJk1CdXW1sD5nzhzs2LFDWMvIyMCYMWNw6dIlYX3z5s1YsGCBsFZZWYlx48bhyJEjwvrBgwcxYcIEVFVVCetz586Fn5+fsHbhwgWMGTMGOTk5wvqWLVswf/58Yc1oNGL8+PGIiYkR1mNiYjB+/HgYjUZhff78+diyZYuwlpOTgzFjxiArK0tY9/Pzw9y5c4W1qqoqTJgwAYcOHRLWY2NjMW7cOFRWVgrrCxYswObNm4W1ixcvYsyYMcjMzBTWt2/fjjlz5ghr1dXVmDhxIg4cOCCsx8XFYdy4caioqBDWf//9d/j4+Ahrubm5GDNmDNLT04V1f39/zJo1S1fXpEmTsH//fmE9ISEBY8eORXl5ubC+ePFibNq0SVi7fPkyPDw8cP78eWE9MDAQM2fOFNZMJhO+//57REZGCuuJiYn47rvvUFpaKqwvXboU69evF9auXLkCDw8PnD17VljftWsXfv75Z+7G+E4AABSvSURBVGGNiDBlyhSEhYUJ60lJSfD09ERJSYmw7u3tjXXr1glr165dg4eHB1JTU4X14OBgeHl56eqaOnUqQkNDhfUTJ07A09MTRUVFwvqKFSuwevVqYa2goAAeHh5ISUkR1vfs2YPp06cLawAwbdo07Nu3T1hLTk6Gh4cHrl+/LqyvXLkSK1euFNauX78OT09PJCcnC+v79u3DtGnTdHVNnz4du3fvFtZSUlLg4eGBgoICYX3NmjW6XqW4uBienp44ceKEsB4aGmrRE8yYMUPXq6SmptbpVZYtWyaslZSU4LvvvtP1KuHh4ZgyZUq9eJUNGzbcsleJjIy8Za9y/vx5i15l06ZNWLRokbAme4KEhARhPSoqyqInmD17tq5XSU9Px5gxY5CbmyusW/IqFRUVGDdunK5XOXDgACZOnGjRq2zfvl1Yy8zMxJgxY3Dx4kVh3dfX16JXGT9+PGJjY4V1RgdRq9v6enGcihqTyUStWrWi5s2bC1sx+/v7EwAaN26ccHy/fv1IkiRhm/GsrCyysrKil19+WTh26tSpBIA2b94s1NWmTRtq0qSJsB38rl27CAB5enoKr92/f38CIGybnZOTQ9bW1vTCCy8Ix3p5eREA2rhxo7Derl07atSokbC9+e7duwkAjR49Wjj27bffJgB08uRJTS03N5dsbGzoueeeE479+eefCQCtXbtWWO/QoQO5uLgI24iHhIQQAPr666+FYwcMGEAAKCkpSVPLz88nW1tbeuqpp4RjZ8+eTQBo1apVwnqnTp3I2dlZGEkRHh5OAGjYsGHCsR988AEBoKNHj2pqV69eJTs7O3riiSeEY+fOnUsAyNvbW1h/6KGHyMnJSRhlEBUVRQBoyJAhwrEff/wxAaAjR45oaoWFhWRvb089evQQjl2wYAEBoCVLlgjrXbt2JQcHB2Fr/kOHDhEA+vzzz4VjP/vsMwJAMTExmlpRURE5ODhQt27dhGMXL15MAGjhwoXC+qOPPkr29vbClu6xsbEEgD755BPh2C+//JIAUHR0tKZWUlJCTk5O1KVLF+HYZcuWEQCaN2+esP7YY4+RnZ2dME4lISGBANCHH34oHDt06FACQJGRkZpaWVkZNWjQgDp16iQcu3LlSgJAc+bMEdaffPJJsrW1FcaDHDt2jADQe++9Jxw7cuRIAkChoaGaWnl5ORkMBrr//vuFY9esWUMAaObMmcL6s88+SzY2NsK4i5MnTxIAeuedd4RjR40aRQBoz549mlplZSU1atSI2rdvLxy7YcMGAkAzZswQ1p9//nmytrYWxiSkpKQQAHrjjTeEYz08PAgABQUFaWpGo5GaNGlCbm5uwrE+Pj4EgKZNmyasv/TSS2RlZSWMAjpz5gxJkkSvvvqqcOzYsWMJAAUEBGhq1dXV1Lx5c2rdurUwZmPLli0EgKZMmSK8du/evcnKykoYbZOWlkaSJFHfvn2FYydOnEgAaPv27UJdLVq0oBYtWgg9wfbt2wkATZw4UXjtvn37kiRJwqiWjIwMsrKyot69ewvHTpkyhQDQli1bNDWTyUStW7emZs2aCaN+AgICCACNHTtWeO3XXnuNJEkSRo9kZ2eTlZUVvfTSS8Kx06ZNIwDk4+MjrLu5uel6laCgIAJAHh4ewrFvvPEGARBGaVy8eJGsra3p+eefF46dMWMGAaANGzYI6+3bt9f1Knv27CEANGrUKOHYd955R9er5OXlkY2NDT377LPCsTNnziQAtGbNGmH9/vvvJ4PBIIwWCQ0NJQA0cuRI4dj33nuPANCxY8c0tStXrpCtrS09+eSTwrFz5swhALRy5UphXfYqojioyMhIAkBDhw4Vjv3www8JACUkJGhq165dIzs7O9Lbf8ybN48A0LJly4T1Ll266HqV6OhoAkCDBw8Wjr3XgU6cCm887zKJiYlCY09Uswjt3LlTN1stPT2dwsPDda+9f/9+3aywgoICCgwM1M2LO3bsmPCLmKhmEdq5c6dutlpGRgaFhYXp6oqKitLN5CosLKTAwEDd/LPjx49TfHy8rq5du3bpZqtlZmYKzaRMdHS0bibX9evXKTAw0GL+mWgjJBMUFKSbrXbhwgUKCQnRHXvgwAHdTK6ioiIKCAjQzc06efJknbr0Msyys7Np3759umMPHjyom8lVXFxMAQEBurlZycnJdPjwYd1rBwcH62aYZWdnC823zKFDh3QzuUpKSiggIEA3G/LUqVPCjaPM7t27dTPMLl68aFFXTEwMnTp1SlgrKyujgIAA3QzGlJQUOnTokO619+zZo5thdunSJQoODtYde/jwYUpOThbWysvLKSAgQDfr8PTp03Tw4EHda+/du1c31zQ3N9eirtjYWKHxIqrJ1wsICNDN7ktNTaUDBw7oXnvfvn26uaZ5eXnCTZTMkSNH6MSJE8JaZWUlBQYG6mbknTlzRvgAQCY0NFQ31/Ty5cu0a9cu3bHx8fF0/PhxYc1oNFJgYKBuFt3Zs2cpKipK99phYWG6+aH5+fm0c+dO3ZzE+Ph44UM1c116ubnnzp2j/fv36+oKDw/X1XXlyhWLuo4ePSo00EQ1mbuBgYG6+bTnz58XPjCRiYiI0M0PvXr1KgUGBurm/t2MJ9DLp01LS6OIiAhdXZGRkbqe4Nq1a7ftCfS8SkZGRp1eRS8/tC6vkpSUVKcn0PMqmZmZt+xVZE9gyavExcXpXtuSV6nLE9wtr5KVlWXRE1jyKrInsORVYmNjda8dHBxs0avs3btXd6wlr1KXJ6jLq+zevVvXq9zr6G08OceTYRiGYRiGYRiGuSNwjifDMAzDMAzDMAxzV+CNJ8MwDMMwDMMwDFOv3NbGU5KkPpIknZYk6awkSePvlCiGYRiGYRiGYRjmn8MtbzwlSbIGsAhAXwBdAAyUJKnLnRLGMAzDMAzDMAzD/DO4nRPPXgDOEtF5IqoE8AeA/ndG1r0BEeGFF17AM888I8xrOnr0KFxcXHQzqkaNGoXWrVsjPz9fUyssLETbtm3x1VdfCceuW7cOBoNBN/vvxRdfxJNPPinUlZSUBBcXF90sKA8PD7Rq1UqYLXn9+nW0b98eX3zxhXDspk2bYDAYEB0dLaz37t0bTzzxhDCv6eTJk2jYsKFu5tLYsWPRokULYbZkcXExOnTogE8//VQ49o8//oDBYEBERISw3qdPH/Ts2VOYLZmSkoJGjRph3rx5wrETJ06Eq6urMFuypKQEDzzwAD766CPh2K1bt8LZ2Vk3y65fv37o3r27MFsyNTUVjRo1wuzZs4Vjp0yZgubNmwuzJcvKytCpUycMHDhQOHb79u1wdnbG3r17hfX+/fujW7duwmzJc+fOoXHjxrp5h1OnTkXTpk2RkZGhqZWXl6Nz584YMGCAcGxgYCCcnZ11M+PeeustdOnSRZgtmZaWhiZNmujmCnp5eaFJkyZIS0vT1CoqKtClSxe89dZbwrFBQUFwdnbWzWYbMGAAOnfuLMyWzMjIQNOmTXXz+2bOnInGjRvj3LlzmlplZSW6deuG/v3F37r37t0LZ2dn3bzW999/H506dUJZWZmmlpWVhebNm2PKlCnCsbNnz0bjxo1x5swZTc1oNKJ79+7o16+fcGxoaCicnZ2xdetWYf2jjz7CAw88IMy8zMnJgaurKyZOnCgcO2/ePDRq1EiY4VhVVYWePXuiT58+wrEREREwGAz4448/hPVBgwahQ4cOKC4u1tQuXbqEFi1aYNy4ccKxCxYsQMOGDYW5ztXV1Xj88cfRu3dv4djo6GgYDAbd/NEvvvgC7du3F2ZL5uXloVWrVvDw8BCOXbRoEVxcXIRZiSaTCU8++SReeukl4dhDhw7BYDDo5nx+9dVXaNu2LQoLCzW1/Px8tG7dGqNHjxaOXbp0KVxcXIT5ySaTCc888wxeeOEFYYZjbGwsDAaDbs7n8OHD4e7uLsyWvHr1Ktzc3DBy5Ejh2BUrVsBgMCA+Pl5TIyI899xzeO6554S64uPj4eLiguXLlwuv/fXXX6NNmza4evWqplZQUAB3d3cMGzZMOHb16tUwGAw4fPiwUNcLL7yAp59+WugJEhMT4eLioptb+e2336JVq1bCbMnCwkK0a9cOQ4YMEY5dv349DAYDDh48KKy/9NJL6NWrl1DX8ePH0bBhQ918SE9PT7Rs2VKYLVlUVIT77rsPn3/+uXCsj48PDAYDoqKihPXevXvj8ccft+hVfvvtN+HY8ePHW/Qq999/PwYNGiQcu3nzZhgMBoSHhwvrffv2RY8ePSx6Fb3M6EmTJqF58+bIzs7W1EpLS9GxY0d8+OGHwrF+fn5wdnZGSEiIsP7qq6/qepUzZ86gcePGutnMU6ZMQbNmzXDhwgVNraysDA8++CDef/994dgdO3bA2dkZe/bsEdbfeOMNdO3aVderNGnSRDcDmRFjcxtj2wAwf5ezADxZ+y9JkjQEwBAAaNu27W38c/88JEmCwWCA0WiElZX2GYCdnR0MBgMcHR2F452dnWEwGGBjo30bra2t4eLiAmdnZ+FYBwcHGAwGODg4COsuLi6wtraGJEm6upycnIRjGzRoAIPBAFtbW6Eug8FQpy57e3th3WAwoLq6Wni/bG1tLd6vm9FlMBiEYx0dHS3eL4PBgLKyMou69O6Xk5PTLeuq6300GAxwcXG547qsrKxuSpel99FgMMDa2vpP65LfRzs7O01Nnve3e78s6WrQoIFwrJOTE1xcXIS6rKysbkuXs7Pzbem61ffR3t6+zvt1q+/jzehycXGxqMvS90a9+2VjY2Pxfslf63rv4+3osnS/bkeXJEkW51dd76N8v0RriaxL73u2/D6KvtblNU7v/6muNa5BgwZ16qrrfol0ye+jra2tcI2r632Uvwfdyv26mfeRiCyuvbfqCW5Gl9776OLigsrKylvyKvL7KPpar+t+3cxaYmVl9ZfzKi4uLqiqqrJ4v+rSZel9vB2vUlJScku67oQnqGstuRWvcjve7mbml56Hqut+MWJuOU5FkqR3AfyXiAbf+PhjAL2I6Gu9MRynwjAMwzAMwzAM88+lPuJUsgC4m33sBkD7s4IMwzAMwzAMwzDMPc3tbDyPAOgoSdJ9kiTZAXgfQMCdkcUwDMMwDMMwDMP8U7jl3/EkoipJkkYC2APAGsAqItJ2PWAYhmEYhmEYhmHuaW6nuRCIKAhA0B3SwjAMwzAMwzAMw/wDuZ0ftWUYhmEYhmEYhmGYOuGNJ8MwDMMwDMMwDFOv8MaTYRiGYRiGYRiGqVd448kwDMMwDMMwDMPUK7zxZBiGYRiGYRiGYeoV3ngyDMMwDMMwDMMw9QpvPBmGYRiGYRiGYZh6hTeeDMMwDMMwDMMwTL3CG0+GYRiGYRiGYRimXpGI6P/uH5OkywAy/s/+wb8PzQDk320RzD8Wnl9MfcLzi6lPeH4x9QnPL6Y+uZfnVzsial77k/+nG09GjCRJcUT0+N3Wwfwz4fnF1Cc8v5j6hOcXU5/w/GLqE55fWvhHbRmGYRiGYRiGYZh6hTeeDMMwDMMwDMMwTL3CG8+/Bt53WwDzj4bnF1Of8Pxi6hOeX0x9wvOLqU94ftWCf8eTYRiGYRiGYRiGqVf4xJNhGIZhGIZhGIapV3jjeReRJKmPJEmnJUk6K0nS+Luth/l7I0mSuyRJ4ZIknZIk6aQkSaNufL6JJEn7JEk6c+O/je+2VubviyRJ1pIkHZUkaeeNj3l+MXcMSZIaSZK0VZKklBvfy57mOcbcCSRJ+vbG2nhCkiQfSZIceG4xt4MkSaskScqTJOmE2ed055QkSRNueP7TkiT99+6ovrvwxvMuIUmSNYBFAPoC6AJgoCRJXe6uKuZvThUADyJ6CMBTAEbcmFPjAYQSUUcAoTc+ZphbZRSAU2Yf8/xi7iS/AdhNRJ0BdEfNXOM5xtwWkiS1AfANgMeJqCsAawDvg+cWc3usAdCn1ueEc+qGH3sfwMM3xiy+sRe4p+CN592jF4CzRHSeiCoB/AGg/13WxPyNIaKLRJRw489FqDFsbVAzr9be+GtrAbxxdxQyf3ckSXID0A/ACrNP8/xi7giSJLkAeB7ASgAgokoiKgDPMebOYAPAUZIkGwBOAHLAc4u5DYhoP4CrtT6tN6f6A/iDiCqIKA3AWdTsBe4peON592gD4ILZx1k3Pscwt40kSe0B9ABwGEALIroI1GxOAbjePWXM35z5AMYCMJl9jucXc6foAOAygNU3fpx7hSRJDcBzjLlNiCgbwBwAmQAuAigkor3gucXcefTmFPt+8MbzbiIJPscthpnbRpIkZwB+AEYT0fW7rYf5ZyBJ0qsA8ogo/m5rYf6x2ADoCWAJEfUAUAL+0UfmDnDj9+z6A7gPQGsADSRJ+ujuqmLuMdj3gzeed5MsAO5mH7uh5sc+GOaWkSTJFjWbzo1EtO3Gp3MlSWp1o94KQN7d0sf8rXkWwOuSJKWj5lcDXpIkaQN4fjF3jiwAWUR0+MbHW1GzEeU5xtwu/waQRkSXicgIYBuAZ8Bzi7nz6M0p9v3gjefd5AiAjpIk3SdJkh1qfuE44C5rYv7GSJIkoeZ3o04R0VyzUgCAQTf+PAiA//+1NubvDxFNICI3ImqPmu9XYUT0EXh+MXcIIroE4IIkSQ/e+NTLAJLBc4y5fTIBPCVJktONtfJl1PRB4LnF3Gn05lQAgPclSbKXJOk+AB0BxN4FfXcVieieO+X9yyBJ0iuo+Z0pawCriGjGXZbE/I2RJOk5AFEAjuN/v4M3ETW/5+kLoC1qFt93iaj2L8MzzE0jSdK/AHgS0auSJDUFzy/mDiFJ0qOoaV5lB+A8gM9Q85Cc5xhzW0iSNA3Ae6jpAH8UwGAAzuC5xdwikiT5APgXgGYAcgH8AGAHdOaUJEmTAHyOmjk4moiC74LsuwpvPBmGYRiGYRiGYZh6hX/UlmEYhmEYhmEYhqlXeOPJMAzDMAzDMAzD1Cu88WQYhmEYhmEYhmHqFd54MgzDMAzDMAzDMPUKbzwZhmEYhmEYhmGYeoU3ngzDMAzDMAzDMEy9whtPhmEYhmEYhmEYpl7hjSfDMAzDMAzDMAxTr/x/THv8tBABVs8AAAAASUVORK5CYII=\n",
+      "text/plain": [
+       "<Figure size 1152x432 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "y = np.linspace(0, 1, v_arr.shape[1])\n",
+    "v_arr[:, :, 0] = -y * (y - 1.0) * 5\n",
+    "plt.vector_field(v_arr);"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def boundary_handling(c):\n",
+    "    # No concentration at the upper, lower wall and the left inflow border\n",
+    "    c[:, 0] = 0\n",
+    "    c[:, -1] = 0\n",
+    "    c[0, :] = 0\n",
+    "    # At outflow border: neumann boundaries by copying last valid layer\n",
+    "    c[-1, :] = c[-2, :]\n",
+    "    \n",
+    "    # Some source inside the domain\n",
+    "    c[10: 15, 25:30] = 1.0\n",
+    "    c[20: 25, 60:65] = 1.0\n",
+    "\n",
+    "c_tmp_arr = np.empty_like(c_arr)\n",
+    "def timeloop(steps=100):\n",
+    "    global c_arr, c_tmp_arr\n",
+    "    for i in range(steps):\n",
+    "        boundary_handling(c_arr)\n",
+    "        kernel(c=c_arr, c_next=c_tmp_arr, v=v_arr)\n",
+    "        c_arr, c_tmp_arr = c_tmp_arr, c_arr\n",
+    "    return c_arr"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<video controls width=\"80%\">\n",
+       " <source 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type=\"video/mp4\">\n",
+       " Your browser does not support the video tag.\n",
+       "</video>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.HTML object>"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "if 'is_test_run' in globals():\n",
+    "    timeloop(10)\n",
+    "    result = None\n",
+    "else:\n",
+    "    ani = ps.plot.scalar_field_animation(timeloop, rescale=True, frames=300)\n",
+    "    result = ps.jupyter.display_as_html_video(ani)\n",
+    "result"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/docs/source/tutorials/05_tutorial_phasefield_spinodal_decomposition.ipynb b/docs/source/tutorials/05_tutorial_phasefield_spinodal_decomposition.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..61b1794b016d43a7dc6ea51e0b7ac3bcd474fcf0
--- /dev/null
+++ b/docs/source/tutorials/05_tutorial_phasefield_spinodal_decomposition.ipynb
@@ -0,0 +1,421 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from pystencils.session import *"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Tutorial 05: Phase-field simulation of spinodal decomposition\n",
+    "\n",
+    "In this series of demos, we show how to implement simple phase field models using finite differences.\n",
+    "We implement examples from the book **Programming Phase-Field Modelling** by S. Bulent Biner. \n",
+    "Specifically, the model for spinodal decomposition implemented in this notebook can be found in Section 4.4 of the book.\n",
+    "\n",
+    "First we create a DataHandling instance, that manages the numpy arrays and their corresponding symbolic *sympy* fields. We create two arrays, one for the concentration $c$ and one for the chemical potential $\\mu$, on a 2D periodic domain."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {
+    "language": "python3",
+    "language_info": {
+     "name": "python3",
+     "pygments_lexer": "python3"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "dh = ps.create_data_handling(domain_size=(256, 256), periodicity=True)\n",
+    "μ_field = dh.add_array('mu', latex_name='μ')\n",
+    "c_field = dh.add_array('c')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "In the next cell we build up the free energy density, consisting of a bulk and an interface component.\n",
+    "The bulk free energy is minimal in regions where only either phase 0 or phase 1 is present. Areas of mixture are penalized. The interfacial free energy penalized regions where the gradient of the phase field is large, i.e. it tends to smear out the interface. The strength of these counteracting contributions is balanced by the parameters $A$ for the bulk- and $\\kappa$ for the interface part. The ratio of these parameters determines the interface width."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/latex": [
+       "$\\displaystyle {c}_{(0,0)}^{2} A \\left(1 - {c}_{(0,0)}\\right)^{2} + \\frac{κ \\left({\\partial_{0} {c}_{(0,0)}}^{2} + {\\partial_{1} {c}_{(0,0)}}^{2}\\right)}{2}$"
+      ],
+      "text/plain": [
+       "                      ⎛         2            2⎞\n",
+       "   2            2   κ⋅⎝D(c[0,0])  + D(c[0,0]) ⎠\n",
+       "c_C ⋅A⋅(1 - c_C)  + ───────────────────────────\n",
+       "                                 2             "
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "κ, A = sp.symbols(\"κ A\")\n",
+    "\n",
+    "c = c_field.center\n",
+    "μ = μ_field.center\n",
+    "\n",
+    "def f(c):\n",
+    "    return A * c**2 * (1-c)**2\n",
+    "\n",
+    "bulk_free_energy_density = f(c)\n",
+    "grad_sq = sum(ps.fd.diff(c, i)**2 for i in range(dh.dim))\n",
+    "interfacial_free_energy_density = κ/2 * grad_sq\n",
+    "\n",
+    "free_energy_density = bulk_free_energy_density + interfacial_free_energy_density\n",
+    "free_energy_density"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "In case you wonder what the index $C$ of the concentration means, it just indicates that the concentration is a field (array) and the $C$ indices indicates that we use the center value of the field when iterating over it. This gets important when we apply a finite difference discretization on the equation.\n",
+    "\n",
+    "The bulk free energy $c^2 (1-c)^2$ is just the simplest polynomial with minima at $c=0$ and $c=1$. "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 504x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.figure(figsize=(7,4))\n",
+    "plt.sympy_function(bulk_free_energy_density.subs(A, 1), (-0.2, 1.2))\n",
+    "plt.xlabel(\"c\")\n",
+    "plt.title(\"Bulk free energy\");"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "To minimize the total free energy we use the Cahn Hilliard equation\n",
+    "\n",
+    "$$\\partial_t c = \\nabla \\cdot \\left( M \\nabla \\frac{\\delta F}{\\delta c} \\right)$$\n",
+    "\n",
+    "where the functional derivative $\\frac{\\delta F}{\\delta c}$ in this case is the chemical potential $\\mu$.\n",
+    "A functional derivative is computed as \n",
+    "$\\frac{\\delta F}{\\delta c} = \\frac{\\partial F}{\\partial c} - \\nabla \\cdot \\frac{\\partial F}{\\partial \\nabla c}$. \n",
+    "That means we treat $\\nabla c$ like a normal variable when calculating derivatives.\n",
+    "\n",
+    "We don't have to worry about that in detail, since pystencils offers a function to do just that:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/latex": [
+       "$\\displaystyle {c}_{(0,0)}^{2} A \\left(2 {c}_{(0,0)} - 2\\right) + 2 {c}_{(0,0)} A \\left(1 - {c}_{(0,0)}\\right)^{2} - {\\partial_{0} (κ {\\partial_{0} {c}_{(0,0)}}) } - {\\partial_{1} (κ {\\partial_{1} {c}_{(0,0)}}) }$"
+      ],
+      "text/plain": [
+       "   2                                  2                                                \n",
+       "c_C ⋅A⋅(2⋅c_C - 2) + 2⋅c_C⋅A⋅(1 - c_C)  - D(κ*Diff(c_C, 0, -1)) - D(κ*Diff(c_C, 1, -1))"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "ps.fd.functional_derivative(free_energy_density, c)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "In this case we could quite simply do this derivative by hand but for more complex phase field models this step is quite tedious.\n",
+    "\n",
+    "If we discretize this term using finite differences, we have a computation rule how to compute the chemical potential $\\mu$ from the free energy."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/latex": [
+       "$\\displaystyle 4 {c}_{(0,0)}^{3} A - 6 {c}_{(0,0)}^{2} A + 2 {c}_{(0,0)} A - κ \\left(- 2 {c}_{(0,0)} + {c}_{(1,0)} + {c}_{(-1,0)}\\right) - κ \\left(- 2 {c}_{(0,0)} + {c}_{(0,1)} + {c}_{(0,-1)}\\right)$"
+      ],
+      "text/plain": [
+       "     3          2                                                              \n",
+       "4⋅c_C ⋅A - 6⋅c_C ⋅A + 2⋅c_C⋅A - κ⋅(-2⋅c_C + c_E + c_W) - κ⋅(-2⋅c_C + c_N + c_S)"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "discretize = ps.fd.Discretization2ndOrder(dx=1, dt=0.01)\n",
+    "\n",
+    "μ_update_eq = ps.fd.functional_derivative(free_energy_density, c)\n",
+    "μ_update_eq = ps.fd.expand_diff_linear(μ_update_eq, constants=[κ])  # pull constant κ in front of the derivatives\n",
+    "μ_update_eq_discretized = discretize(μ_update_eq)\n",
+    "μ_update_eq_discretized"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "pystencils computed the finite difference approximation for us. This was only possible since all symbols occuring inside derivatives are pystencils field variables, so that neighboring values can be accessed.\n",
+    "Next we bake this formula into a kernel that writes the chemical potential to a field. Therefor we first insert the $\\kappa$ and $A$ parameters, build an assignment out of it and compile the kernel"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "μ_kernel = ps.create_kernel([ps.Assignment(μ_field.center, \n",
+    "                                           μ_update_eq_discretized.subs(A, 1).subs(κ, 0.5))]\n",
+    "                           ).compile()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Next, we formulate the Cahn-Hilliard equation itself, which is just a diffusion equation:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/latex": [
+       "$\\displaystyle - div(M \\nabla \\mu) + \\partial_t c_{C}$"
+      ],
+      "text/plain": [
+       "-Diffusion(μ_C, M) + Transient(c_C)"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "M = sp.Symbol(\"M\")\n",
+    "cahn_hilliard = ps.fd.transient(c) - ps.fd.diffusion(μ, M)\n",
+    "cahn_hilliard"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "It can be given right away to the `discretize` function, that by default uses a simple explicit Euler scheme for temporal, and second order finite differences for spatial discretization. \n",
+    "It returns the update rule for the concentration field."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/latex": [
+       "$\\displaystyle {c}_{(0,0)} - 0.04 {μ}_{(0,0)} M + 0.01 {μ}_{(1,0)} M + 0.01 {μ}_{(0,1)} M + 0.01 {μ}_{(0,-1)} M + 0.01 {μ}_{(-1,0)} M$"
+      ],
+      "text/plain": [
+       "c_C - 0.04⋅μ_C⋅M + 0.01⋅μ_E⋅M + 0.01⋅μ_N⋅M + 0.01⋅μ_S⋅M + 0.01⋅μ_W⋅M"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "c_update = discretize(cahn_hilliard)\n",
+    "c_update"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Again, we build a kernel from this update rule:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "c_kernel = ps.create_kernel([ps.Assignment(c_field.center, \n",
+    "                                           c_update.subs(M, 1))]\n",
+    "                           ).compile()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Before we run the simulation, the domain has to be initialized. To access a numpy array inside a data handling we have to iterate over the data handling. This somewhat complicated way is necessary to be able to switch to distributed memory parallel simulations without having to alter the code. Basically this loops says \"iterate over the portion of the domain that belongs to my process\", which in our serial case here is just the full domain. \n",
+    "\n",
+    "As suggested in the book, we initialize everything with $c=0.4$ and add some random noise on top of it."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def init(value=0.4, noise=0.02):\n",
+    "    for b in dh.iterate():\n",
+    "        b['c'].fill(value)\n",
+    "        np.add(b['c'], noise*np.random.rand(*b['c'].shape), out=b['c'])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The time loop of the simulation is now rather straightforward. We call the kernels to update the chemical potential and the concentration in alternating fashion. In between we have to do synchronization steps for the fields that take care of the periodic boundary condition, and in the parallel case of the communciation between processes. "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def timeloop(steps=100):\n",
+    "    c_sync = dh.synchronization_function(['c'])\n",
+    "    μ_sync = dh.synchronization_function(['mu'])\n",
+    "    for t in range(steps):\n",
+    "        c_sync()\n",
+    "        dh.run_kernel(μ_kernel)\n",
+    "        μ_sync()\n",
+    "        dh.run_kernel(c_kernel)\n",
+    "    return dh.gather_array('c')\n",
+    "init()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Now we can run the simulation and see how the phases separate"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
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UZlJ1E0cesa7yAMFWOMgK0petFzoUVITh5XhHH04ZL4dIEqGZwhUUvLSoq4XUk0qhJIMIeIMYCKKCkaw40alOyWRuP8gEpA2xTSWGOSJnf3J/STnv25Xuv2L+a1NiJjYOZohcziXmtachB5/TK4xkLMknPVkbJhdDWBJylXTW5cBbtQ34ODW0aNzlOllaIwyuHJhuVpZlxvY36GuuXhpj1mtCb7dC4WMBARGOnRo/MXK/UUqh1vML8T81lT+Puahx3F2YesWNCiNZDXUTV405YCihotCDCdx/ZInek1k8wri1HxjEjSLwzuvFe1HbRKEZvXK6O4eqaoaASK0Gd1RieCyta4DpF5PVhrBdlrU4HMOrPUh2gaYB6gdWwYIDTJJnTc3aGtgb03VDlBw/RleUI3WwG85SQVR1SVNzI3x/pwcwcr/a//dlGAdyYF1MX3a5WZPBa/o1OURWZEGRU+gmhpmEVA6NlCbCQBsWshpwTHxoCW8nLwrL8LCIBxxQkOxvjMMkjifzVZMwdrtTSnQla60ub77YgKnn8Vz/x+TpaaGS52kTi4pX+mbVXn04ULvMLrXSqePlol9Jeu/slfDvp5+u4sxb85aCCkRlTMkdun4L2NWs/zTUtO3vYOcncyJw/5d1pEDvqGFpL7lmMFRFcL0v2vugR2w+YnzKSosXmOnjzoikbVugVRMKpv54OyP4tvBSPDJAY2Cm22jG1/MTSKztGb//22STO7RD105ZjW038F1wiBUcUqi1sLo78ZMltvUIUvoQgRm7VQngHpq748yqKj5RRbbxBkw/Aq8BwpgOwl2VbmDScit7KrX5SOWp74j1lJ6sm9EbVfll9RPRPrcQFlJWc2dQCvT0vTe4hG9hePnT8SLc8LG/LNRwNjPSm6K8SHe8ze34EgOoGD/ik4a+k59O2n5K9z3mzYs4NUXyfkiM9toXHL6lROwqBHCrgZMov5IKVPHHHBOmI+q5LFUBjZwEFkrtm91WlAjKlYb3xf8DCwxBcacyZP9DMM4si+NsrTsoTnmOyT72wq7eUnAEOivY0RPePmzQv1l2wT2CM+yc8xPp08PZ7Y5+KGBtDKMG/Y+jSpcmp/iM0pYBg3NsCJZfr0+PEJp0WVMDM2cUERNU6/eab8IIfU2huarCprtZymqBytebmSawboaw8sFqCTDwHHYfuDyV25ir/bjczQ2xz17/3aGtbttAqhF03vzNKOT4skn9depakz+aL+blJikdRMbpwtN4kWQFRfekkXeAdTA4DkOmNWt5fALxv9IiebXJmpfemsO5OPDgh2/ZFnMHZCYGQwkxe6THHOCd7eTpMaSRmmCgh5J2GErLNKeYXKIgjZN0587pg9Hmw7YBrx1vEu+qaQFqkdpuWwr9aLm23t70zHy/OiGxPJpOP/93HkbJEFFTdal8TQfC7MOqmUlUllwonLp68Sa+H1U+MLEPnYrMBZUZOTSkPCwELcIgQXs/0RiENXN6duWKbvBkpApxJI1bQYH23I4N7o3mSpPTVMxgoOxCBF6C5dfkqIkfp9QxYxsFx+LV61bCHh61F+crKSrB1j5iEUgYGzfAH6erQYT5ii5TzQ4ipqyMG+/6vPqdgzHcnzEc/o2LW0mzoHFXSt/AFbhIBcDzpjz9Yt5kjSRfwsDxkjxysHynKur3wcdwMYYQh/tleU71zFYeOA1FbaDeqwv5c3RVOkmO+OVptxTKtdVV0I9l6Rn7zmuysVWer/tu7cmaB8NaMKC5FQPPg7xdYWSOnkP2ndDF7cIq+vY3uttI1ThVX/MXtH1GLW6a4Tobq4zHWO0SCHYISgljn2NMEJaofMHvBKljrtNJXgeT8qadWJFtB/sIlDMHCi8dahkPShCUFd2fN7vu+MsWtx3vaYFH7+6fqicc42u7/uv//sNiPm4FDWWvyDIgcCFiL0ubbUuj572yNPPeTTuaghrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrr/nP77DgaOwFBNJADl8sPTaGH7WFZlHk0z2YzF6u2GgJlbASiH5RjWTag7M7xsxggRk5NU0lV9/1TRAQHr2B054cSUOqmAtPgxWBqCvYrBd8e4r9MZaZSf/QL7l4/hbGSQ+cCQDMgxAUlY9uN8djSt74yRp7LoixZw8f2fnu7dUU/cT3HPz1GS7v7yjzRNgICID6KpNTCBda7o5MWyAairRWUvKpqrJe/YG7K2vWHAkCcGAJRugKazeGQfoVOxeSZ63w3Zb765R7Vsa4spvCla1F5s7xUOeYayMJ5zJ+6T9KF9vzmgKDrAuiypaqy1gtZMSJpLyBicDijVXLjy02kMn09Ryt2lK0WuzpD6hqa672UO+r3iE3BHUWfmQkg62K5h/4Z9EX1jBcMHdfygZRk64hTThu9gQK2cB+lADk6edNrBV0VBioBQASgKurDmq6DfCphPxmO/vIvGgWKBxz+7+rzkmkWUvHgVaPvI/+gqoKwKigVz7BB8X9Xx8t+D3lyOqpACmDIW+UtVf1Ri4eyu3gFBepDCgYMuZYCADgkhhjOd/sSg9W04WyVKMzLLGyPj2rMJeYlLtLxoddYf3dfJmcaexrUqaMj7opklN0ShgSlYpgS5wZFIQ+MURyHjTzi5EHKBxVBYzpXPSEleh07UHXUgGd55QayKqg0AaMQI+UZIEqjpMcThEN/SyyS+U446MKyhb/iNqmv+cqfSrrsZRabslApK32IFgYAigiMTKC9wAgkd/tMIPztJ+NOhoyRWx9JCVeITDJeWwbnXktkEY/31E52fvWLV0atAYAeOGArYfiTEp3WDJsbtqOrTdIxFGxmlmeWm7t1V89lM/BrqMtchxrY5xVJMphZHMW+fMn9VOnUXVKWkKBT8opjvnlqtIa20ZCuK2iXHhKAHo77lwgzeDVbAxhAVQSHSHk7saFbDV6GtmR/Vp94wDvPvmut2M2rY58M30zns+CPffHBZXI55fWZNaBWsVtMS8yvJcDlayqEqOKGtA84x1gCuSMMQCtGnx8Wq60K4PxtXX/wRA+gFgwa5uWx0uDpiB5c+JrWzFBFdMleT93ELVzkDXKKR/4fSRy/lU0B0UzA1VhAkjlr31RL+xEhuEqq1j1QDrgrZLFGYwePpx9A7F/JBjSUfqE1u65tWAoSBxQ0ORZsFWREwvZcNwZSdpzRIVsIl3mipTcEvL3chvf3bT9Tkiv6Kok+RqkCfsD0I4yDsy2hWPPBUUoBZhxLbuzXHusLUlaqXO5rCTHpGS0AuxgUT+wtYGR5hdFknB4W1sSi2HxNrYtXCnNr0TZKvhaOr0vvZVxZBycFI1XvhqCrccYEirrJjssYx7t8h41ItrgPeFTZLhX21hCJ1CSGqNdm8f3Zb88k3GoX1sJ2jcL5z6obl/Op4iTM4giNL1OrP4hVnWotLw7EpPusw4WMHVjV0SN0DFk4NZMMRxFVbe2Tj3vTvmRqPdct7le6+WP+IztmsKK3R3VAA+74UTknUwat4CDBflKDHtXwrQqQ1pf1TzGp0caEOkSMlpwEzBbmioIo4U6WRKZ3sEbuWaGtfo1sz2J1M+8ZqfDpp6MTsLBM2buBuFsyqyWhh2sLWDH8C7wh/hPrBM2SRy+hqLGEymItqD5L4S3+GH9AF6vwIAJsKEQuKKz1I/dKb2hVOfmYOzdK/in2H9T9Ef3fqLdLqmbTVzzcaf7eRUQbBhBkaTE3A+N+r8ecsviGDBdn6wBF9vDs+bY1hAK8kfa4BgWgbA7f7m2k8flELn8CDXPqTv7ma0rfnlzIU7btaRiRO6uJzUkrkAljqSZA5U018LeM4bgMUPjdlqFGtqBQMqM1cmzIvhAF4OnA0fDTU05HXFKN02JA9dgmmnDLZ3OWjt/ukoV7RMaeeMpAxOyIpA68YsFSX8dGNCYeQgVHNYVUA3fgoCrvkUeCVNlPzAlbMO9dIwcd1MN8bYHB6SPs1Yhd5F5HANOwMcbmB/faL65h9ElB7z1rQuB5/k0ZHy16J0CtIsUnWVZWC8FpPn9lXGXQyCSpIK0DSdxrndho0HSA1SNXzJHNpAcC6AaMzNk2qo4+/popUF2969RzLIKpnOEqVzbIjR6y5usjVjzmsjIO068AmrTR1V2Jkh0JQfRUzAKbpgYOkfkUE/KlOSYrwiFXnUGOLA1aXdESE8baiofcHPDC/BSAGAwGAyBM264FxLQrFZ7oHw1N/XhBnNoJOgvshjZlgkBhwny4x/lrlTfiAWZIH8DzDj3Uw9L+ytjj9PL/EJT0ZZHzUpaz3rG31Ddddddddddddddddddddddddddddddddddddddddddddddddddf8YfCjDgeGM9ayLPOwgKNay48tpvukIJTG3nkMdVw8qOjPhQW50roBGRIqBmb5+QO5rAQLc16h3wYccSOG+k6LdQeqMwQSqqF2My4IHFMENbP5GTbZ5w/FXvRAGm2z7on+03d0mvHrvhRAa9OPrhXa8GBDohvRYKJUU08bIGgQetWav5rJOO5hsHFrZJAeBmMcBl8gWF/2xOYSC9obDQHkTqsHMelienlP6uTptNjimpJD/n6vd4vXSPw5p7mc3RfIgO5OY3bhWTSW19Xgs24Gwwv8wZ0E4eHvgSpwrHieHNCY1AUWeArTEqBg6wM6fwBpuW9WfcaEYOG35Yz4VJ8DB1U3heG7ko3inErOqQMDsLkZEil9ObyM7ngopoGCmBaPls6u76weSDkqxGrW0aVMAsq6AbTXRJkwUfYIvzYB2YGNgQB91IzjMgiL80lxaMnsZIK69XJSeebgfp3yd9abjxO+by5QpzOzrb80jXZ1RDuquTrIXurzy2cq5uQ8funvqYeyIaKWkPlhaprJK2cLLxbYt63EEHwgkWGAye1ZAUNDIyVaahqAzd/p0K5Ouud92q+npEjuWZ0S9OgFOTNEQAEpTcG9W/US9sFhw5bw7EQsMJUtqqC0Pa6GELqMWSl4/7yKxqGEbYaU4ljVkNo0jaKQddleRU6dE87dAzUbkauqjw8fTECqBE7kR+KWq39+4dpvxtzhd5IeDzA/yKant+nlE5Gh9sZo/oGUCAdWMDvWOpq3Zx7Z7in6phn5YJEzMqT2eqZul8hMnc1N2J+PNlAR0GyhVJVPKO75uPKtvRwNuDUMSIAaQ9mLitwDoa2SCtEugDBzLUABlVo2pAFgKg4ABERilWTwIv0aaknk5gIfrb8o7w9XxVU0VjbdqWwQybM9on5GB2O48tYBDo82B1+oQ1US6k6VuFRydqsVeunZ+Vr++0hGnO9C928o9ApiMBcJ5WRy8hXafli/BZ+85dCvresWEqU2rOfCbMuyI5+ddxMzZrm5EaLQCuncHSAvgl0u269mKlaletnB43N2KbeWwkjwVTIG5KRpC2ajYhmLNig2Xuve2EuTpHLW/6Pl8n8yaxukjADSECXMclRP5UKrFEv/WSQpuirJvhK04BYsDnuvgYPYE6S00AeIUNvJOu5UNEPih3ThJuHojP56z3Y6zcWzHwT1fvvX5oyKY2A7qjZRelHQ5Z81dFh+L3Ycndd1FzIaaOlipIfNqiVAeG5ODQwgHMSuidYVZjtlCB7NsAe8zY7vOOq9wSQbo5lPjW+67CYEjGbq7my88GSJtA/dBLctLs4DZ86sqx0W1GOSsSseoSDGkX+itw5aKbeFDjBE8Jb0oG+tJD4OCzArZK0mL6CbZevOtrXsp/1CCMe0YqqYJNKC4KRI3fI5tTabUhPyQL5GarI1VcyVv+eNRO58zWWJ04uBUfMQyZQOBtP51MHYt+VhcdZv90dlKcL51Jl+ZhG5zaLfHzbKsP0yZhJVAoMooTTSB9Sy/CxCWotAxpPPn27WcivV+yEh1jbawouZEEU91hfnLQVQuEIIhSQb1zMWDiT+2U0XpDonjfQ9PbKfZ0qZ6YMDEydL2a44lGoizAjRBKBoTlO8IKwlnKFnO1XXoMm3n89WJVqkztwcA0ICG2YnONmiEFA1QS8FZ/OE98/cyUL63GuZQm/SsU76L7lyNpTnTySZNVVMGzRgqbrBnGolC8pVceRZvwW0VK7ac2xVNOGs0cy0MwBGWnLK4iEGKkGAJ8wMDTA65aywJU/9IM46uvniO3ge6aCyOwPNQ20sVahvMMzy3VsEK47ft/tUcUMCBz3PhRMSWbXaJSatMzBhhhSyaJWifHVzVmPV6/X+sLOzZJVCg1HRNSfDXdAQgAGGsMEg8S2JPLXn5JIF4r8SB3snUWR1uf4Zptv7A333rbEd92bpXv9lkIUUhQYk5/j8g+LBAGxPQuDYZP7FqVEqiuy3YOWmNuJbLFrbmayiqBqpKEO2BzhrxBS71yvjrhmb9+Eo2t0y8hZr4Dnu6xnN0eCP7ZIqsbnRXfEmW2E2P6Wgi/SiA6T85ODBrtSWC4WvQB1WD4Eg4G7Lwt3y5IOwFlI2Kdzn1oBUDAzgiAkNBvLdfytSLOF0PZ5pEjBKe/VwqlB9T8yGyblDx2wknn+vX2bND92CzIAfz9xKckNt24vrovH+TXfYfOSUUltrPNcxAaWe+N+z3qHa666666666666666666666666666666/voARXIYsLYAGF5K3pbUAA/FoQMVoSjcz/TvMyjXnfa3qC1cSJv94EylAMkIoKbr74Jtehvn//7ghsAYCPqkHPcffA/w/wGAcEEAYoHEAD0SpxoIokqGH/4BgFoIcABGwh+qtWxHezU8QzFkhgGCJTt/7vvvvvvv/8Y+0K18ABGwh+rNWxHerU8QzFkhgGCJVt/7vvvvvvv/rAYw2hwgAYnK8NDE9ajME+hLi5rwB8Tg2OJK2Jeb1Mh5HIrifiV/ZMhK4v5pK3ArIxLMAy2tRHtZdeyQzAKWqBFkzhdFlRR8frPYFbSNsoRqOX1fUm7l6UpbrqMzQH9omK8KSwNtu0OS3nr4+0L1uPfWxI/DwRc3dZKXYEJuXRmBX4YBoeRlFcVpLGS1Lf+OMuUWy+EiVgUtShVxZTi+YdxZ5fzR8TuU/Kl/M7CyIH9YGDlyRoTgV/fL+DVVefNmPhI+p0M6SSIf9eBh/MDTPmHS9Pi8yOcf9edevFaUjL+rVV/U+Y+wFUmKZcBgRqnIklDnQqxKWdcWOZUbhf6KwHAIcMnk7XVuhiljLLSRqdBofwyVh4o1j9+o8+nFLBxOaP9mN7h7J+/NNQcvtRL6B0ftA9Gtom5m73/1k+raSylj7ZKPWFxgkVDuffjFe4YDCwOOdTQctKPptb6LcPKDeBY/EHSwh/XRkoNHajqAjvCRaVe7V6SaE7LfyMYu0COPJvwqQh4Tx1WhhFfGmnV07EEdOjbr9r5deytEGf4J5KxKtJC3k2p59jJUsDH8qpKMZkbtTeAdGbiFlLyMpgABMDLmXuozEdNxEuFugUWgRY9WF9mbP2U+xr9yjL0oc/M0PkJhyw6M8uMFdRcP68OTs3kN1wIxsJLjw/R/ir+t//9mYIAmj0CkwGuTAEvrxx1iUsq9ddDVudP7/g/opAA/9cldVEWtCPB7al2OD9w77nuOmtYHHMXj8Ux5pB993VUj6H9xePP2bb1UBo6wwxXJdta/sL6jGgn93IVbVfTCGHKZcBwRE1MLP0eSv8iPbEYlVJa4rn/0NgMX/1+bpo/DOfFomGHqBHZJI7h55lOCxUeWnjfyiCvhjcDjtMtQoSLZlrI9UyjNS3NSAYyhDjizxHx3hkhgH6yl1CO6Coi0Gr4E1aimirksVMCsCbKsBbzenZ0EXsvApBAxJDGnBoyEb0La6SKuLSVO3hZrQ3viuvrfk3uqw+GvmFEBW9FQUfQNqGapMsD1m+bL3zC6xDKyJyhkdPKn26+vCURrrGa99z/szmRkX/2fhk1TN8xlE/r9Tmwyb6k7FfpnEphFsr6kWhRfF4ZxdYlL03MXVK39k48vO07GQjPLC6gSjCaFSsji9V//2icMRLEo+BxuUAV43BJXTwLalvTgRkZnCTOvGYub8U0mGQdVJKOBjVAmjZcfQhmoLht6Dd97fXLC9EOyJ1v4DLXVjYB0EMOvNmMe6N8Ujy1Lihs9czNZ6J5mcYgOEtA/zI00axvazL3Vk6LF90tdQYksn+tN+fPwX/Si1eCUFR8fJyQUxL2U/C2C5F8HOwLdo+OfftWfBpG6J+qaleg8u6UtOkrjsSqgP+HG+QgF7BDyb61u661Rla79uozTpLU5bwnxBEbsdmYUlsu1wnfbfdGKln+LNrmXA6YcshMcvPEVYA/Ujv1NTz9IaMTJcirl+wiARyM130mThdMTJMtjNEofusf99XC1pk83Wt932H8AwDYbFg19FqugCPSw6FFYFKPEBtq/4AoS6viizaNNxXfz3wK77cnsR77//H6DBDAARMMTpqlrR/qxIdIRXrAcZKef+7+++++++//x+gwQwAETDE6cpa0f6MSDPEIr2sBxkp5j9733333/wx/CCHAApjGkklzmvIvZ/+hqGa666666666666677/2Zi8X4oMYACMPxxx25StZj+mfI1mE7bp1zoADwfARmfoZmxvLUwyNQcixMqqU++4xDX8wtvYdSf//uNAMvtYXV3YQpIAAFaAKDc06xh7ocrd977/cJ8Fy9wFGgTzCiFvIPMyb3AkD6WQ9LiDDPkvVaVhxJf/fPKa4PxZL99rXSJg0SH975gQT013H/Pb+YhweoguH//fu8iGyVCCk83w++//////ww7hkUA33333+TzD4H2GIAE2XHo4sj4AuAAIBQBjYCzMYHHMBkRUjMThfc8OjKIeQdMMEq3gzMmOQKal2OQUFghMRjTX2BvszwCV2nMm04dQB3Tg42K9dgeUjxuEa1Rm+/6vp3XLxPQJqHrmQsju0n/9gQAB+LRpCE5PRuV/6UDFtokXdf9W+haVTTwPqtejHl//7//1tm9j6qukpQG0ZQ5etvg/cM33333/1D5voKBYABwZoEQnizyWMYKK//eAiHeDOglTqx76lIK3Tlj/3bAhBY2ETYdioAmNRiUlR13/5dsx2ncrvff6QXDS0tLS0tL8AXhg+mGgAGxwlxajxqR+JgcGkhpyoa4fMGHwgZ4UoR5GlCrVP/9jDEyIF8uvb0P/mniHiYzaTfR/7+OELc50SuLiPwADNI0xPlIrsvu8mY2qOruoYfqkJFYkYxSsXtFiMu40wzfwYcf4D+gmcATZwJohZZNNhti1ah2aUw2rS01ff8SgOB4qBNLJ2DDtBUUA2tra2trxZnUKDq+mGgAEycJ2P8+NxF+OgJw3s97jXlRP8FuIox9E/g3Hm5lBCYRiSVeIGeFKM0qtIEVyjjDGyIF8uvaPv/vzxDxMZtQm+q9OELc51SuLj9/6uMTm9IUrP33ubJkZMhmE1Hh/EhQ6NGYFfE7osRl3GlU/vwfxD8P6CZwBNnAmiFlk02G2LVuHRpTDatK673/xKA4HioE0snQMOkFaWlpa6+sHXBwq/YaAARi8Y5C/Ojcj82BKGOm3uWpeNy73jwS5sVQ9OSJ79HfkBlxVGadC2CIXZ6gwmQLpn9JVUl9x4izxEz8iX/acIe5zIlcXH7/ABnIxKZ4oiV1eli5Vao45ekoP/iSIGyRIFXN+tIxUy7jTLJDD/5f4TP7IURFhRhdFpljGch2GQsVTVp6bn36uGO0+apZq53/3/UKigDfffff7APrqvYaABK9BIUe2Oa9AHwHmICcI7lpXt8A+ajH6paPMXLGg23DxK+wjErtoxmKYI5XmiqS334AcRngqiy4IU7lL0hiVUb+9eXd/pIxpq5+pEdWBgCoRM9OjYe7bcPmvLAadCg/k5/b0QnCTbm30e+D5n/f/CZ/ECYC4rEEldLJe8OxIaPzHK0p/31/vZm9j6v3Xhh1Ctdddddddddddddddddddddd9dddddd9dddddddddddddddd9dddddd99ddddddd9dddddd99dddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddeAAAAJWUGaOBfgPSpQ873fW1pcEm7va+W5cfLwSFvcyxWkYj33uCTFfaDngjO99vgj4r2+HZ/d3d3fTH3yJSy9wS7Zfd5fXUKXeN3u937vb4LLl73u+7dfBfd8/+vuWX4K5cTd93u70yq8Fm923d33s+CO+9nz65mr/rb73fL9WuCXO27v18Fvd7pbdRvFd7n4rFd3Lc+D9+ppd+FLvbbvp7Lr729BTe93aL3/5ccfF3wWd3edt9zaDTQre+5c8Ee77VwUb3e+49UoovtPqHuf3vuf3ceqTv4Lrv3vba2Ca9+4l9vgjveTaXN3eX/vBTvdy97bSvXwU33u7n94+1uCWG2j+W5E9Atz493d22ngmvn8/e6+Cvd32ndPtl9uvCl393dz+7vt2wVXtbT3d37D1aDngs3e7XufDXwR73tt8Ft73d9vgjvfMK8FV7vd3e+3wSbu+bL+r2aX3y/0uCPk7pvgp7ny7u95FWX2r2gSby+/wR9z+vgou85tLdFm2lBFd1mWPBFe+2X1/BduuX9oNVet3wSXiHvWX6/Bbu7u7vXwQ3u5N8Ft37u7nwST+/KuCfefvfVcFN73fd7kT4JfdN303xXTfV/Cl73u4rL37fooV3gr8V3fL3utVgju/XwR3u9vgo3d33r4Le7u7uTPrXwS7vPntBq3wTb3veN8EN3fXy3d/gkuk7wt1hTFb3d933uRXwQ7vtvUF/csXe9rq/1y3fl/pKwQ7vi+Cu++7p718FfdN3d3fMlF9foEe7vbL/rgrvfLj9qXLfDN3LlVfjWCXvvef+CHe9QapPClqrpu1u1u818El3eAdl++sFUQ9+7y/e7XQKLvvfXwR93t8El78tUoKt37vpvWX+vBbvd369lvT+CXnZd36rguu/Pj9Zf68FXl95tvGaq+Cu+/bu962+Cq+4XV973Ira4JbvvL3t8Fe7u7+XvXwW93snmB8Ft3d3e9fBPu73vTQa8EW94vgju/Xta+Cfd3d8ivghvfb4Jbw0qWlcvr5Lv+CG75E+Czu733fb4J7vy/t8E277e9vgmuntl/b4Ks/333eMq+CS7vrabjbxXxWfuX967mbyT+X3+gSXe9brWt7gnve99bWwVXd3vd3uRPgq7u97v2g1W4I5cd9sv7k4J73l7vIiK/Dt3cQ5ubXb8iT+baZzxZb4Lpe7u99bXBhW+7vl/cu+Cu7+7t72+Ce+1dz+vgkz/r4J7u93vb4Jr3ef3rfYJNJt7egVb3u+97fBPu/d6+Cy797vdzJ9bb7BVe8+d34vhTd3LjYe7l7721dApvenu72rfLP5/BoiPBDe727rXwSbvr4LN3d98v2+CO93r4It72+C7l73Sevrb4LrvvvZXefv+tq4Xve07m1fL9Oqwpd6b7ulvpPb4Jru77uSReN3u7vd97x++kQLnQfgku7ojVF/t1BXffd3d3qDXgl3c/fciVwW3fy8/rL9/QKre97e4hg48PXe5m+93sfeZf4KN7u5e/Lb/4Irv4fBPd93d7fBJ3evgh5/r4I6enW+gTxDm7v18F273ft8FF93Jr5k1eCi73Sd3G1fBJ3evgqxnHuK3d3cbvgsu7vu93e3xc/0t79gjvP8UGnBXe+7u8+TKPn5z51cnXwU3ueV3v3t8FUJHXu++7vb4Ib32y/teCm7b6e+7mu58E29z+3etLgsvfd7dbUtwT73d32+Cm8Q47Tvt3kvgltbu97Zf/oFe93u703rL+9Jgo3vxXTCuCXdz93tyttLBdn18dpe9Zf38N3uk5/DVDXCl93flze71Brxm7479p738FN72N7u7vXwR3d9j4I73e3wXXfc29fBNL7d7ta+CLe7ZfXXBDP7/g+Ce+lu9svrrgl3uX96+CS5c7egUXefH7mV7BTd933e9fBZve93d3NfBHd3cyvgnu+79svv+Cbu7vwvgp3fbfd5N8EV99fBHXevs2fwa8FZ33u6V3e3wS7u97irarWD4Iczcivgh3eRPgh3beqXQKN7Tv3fBTd3fd73r43u73d393t+HXs+Ce99318E97vdz8fIvBNe93vb4Jbu7u9ut0rvd/Bdund318Ft7u99yDcvv+FL7vd73d3jatVhW0/d3urmb/gmp3e77UnxOK7z+/gk3d7vgi7u2X/1Cu7vz5b7yR+Ce7l/d3r42+7u73re1X1mr8FO77pXd9vgpu+93u5cH3wpvL3r3e7V3emV7gj3d7buwpe+70kt77Zf3rBZd3fd33GVmX1rUbffP3d5/u8yfycqPwW097u9vguvd7y+svv+G7vdfJeoNeCe73d+3wWXTu93vevhTe8vu78viu3wTbvu7gNfBPfTu72+C693k/FTXBNz9rTdzXYUu9z/t3lwkXd/7fBHdz4e8bV8EWXv2+CXd3dFj98F177vb4JtxD7t3ijjwpu7vfn9z/r4J73u/XxfcubvV4Jd3vfb4Id7xx7u/XLBpwR3d4svgivfVcFule7zK+Czd33e96ZeCG99Mq7BZveXvvvb4Kap+f73t8FF73u9fBFfcfvgi5r0gXqCy97V3P96+buf+Cru73cv3msv/uCqFHv3ly9zb4Ib72+CXd7718EV37fBNn93uNrXwT73d3c1BrwSbvY+Cvu7u97vXwU20933vb4KL38/r4Jp8939svuvgl3u93t8E+6W77a1D3d93d+36kn+Cfpve9fd5c2tBXEOXcKjz4ynyYvadvd/gj7vXwRef18Ft5e9318Et77vt9a3qN7vd3vd3xtR/N0vBL3e97fW0Gpfq/CN73e73eX9OmgVXf3FbnzIoUqgru6W93j3+3wUd3u+vgt5e93e3wXd3u+3wS3o6W9h622ngluX7u7kT4KL7u7uM3cKb3eXN33fbbeEe7V5YPv4Jbvu97fBFivb4Jr3veRWugTdy97yJXBb3fd7fd9wb7Bdd93fl8Eu77zXceCfek73r4KZf3d77lyvgn3d3dz8VJRf38EV76auCW973e3ob0xDkrAl/PwwOKyQarqPlTwUyCq5at64Irvesvrq4Iru+LL+vgn5e+718E2793t8b3fd7u7vcffSu361l+18Em96y/14LbvfdzaCLl8AFyXe/o/9bBLgkwAS3r+6bULWZ3Sg3cERH2OuoJbpT939rqCXe77xqV618M73Ip9z3+tq4Ibm2nqRZIIt7tJURn+nqD3lgj8vPfgLaAAAAdl0GaVAX4Dz8UGsvfnz4Libvd3pkvDF3vu+b+W1+Ci7ve7227rnPwT9J7uKzLHwV933e7uAd2CwvLR3e+7mVk/i12wTcuJO4rcm/BV5cwo+u7TiwIN7qCDu7u7xX4vyrHk9RL7k3hTit+XIrfd9vwRk3PhOZP3JdIEd3c23NfjS8N9btx9xR2fHiMnRhvfMunx458b3fn9tnxve3+7W8h/ZW6o9fwUEd3Ll3mTergs8uCt3LiV3Mr8Fnl73vb6ZS/6WCHu9oNSf1+0FBLv3ad75cjuLfjZeK7cVissW4+j9JWrp24WcAqoydV6jhOfTCFq2+NymS527hRnLdTpbv5/gunR9o6LdXf9aSpfu6RBsKvWStHVCK6ceP/d3FaQrcZV/abI32x8bcuPbuNyHP3e7dyKxvCpcChKe9Kz+iyfaZf68bd7P3fd3xPB/d96Mr/bsicv3p425curpbfc/c5y3bg95bDSipfS1G0vrtRsKvHPvPe2kuO9tPd6Np2krx8s3Jdn8b4h5cbLlk44u3d7dx+jKS1jTJJVG2m71UP3ctl4/17nx7cbV+4ly/QK7isuWW3PWNzNG8jP0jK19jYrvuXvyywu8sQoq3aZeslDfuNvefHe6TNLdlt2npPhH6GfNVy+S32FLqbG/PtN4rvt9Dd3L3EvuLL3uWlRFfhu+Jp+t1a9Q9u3Fe7u4RRpnsfvGVdVtEWCd7kv7dyDb1OXGctut6y24rdNxtX49zpOn8bdsC+3wPl3biXLu7guqyJrKuWTM5f7uhtrBevXfgVbjlvLj23LxmwN77Yf3ygu+nG6pcu4SdS3b7t9uq3LfxqbLRO7ANF1kJe/wpe77dy++97fhctsO9jIr8n+/cbfjeD37uKy/c/3t5ArvnpGpua067xsvf7ftvd1K8sHeaP+0a22Un0v7SaQ3u93eN6u80W33HyL+r/LFcv/eN2/7mZSiuK3dxL7BNVVtvRyrS0n+X5KWhu39+8Vvu7kieF0y+zLFQRd9X427u5e3v9nvydUxvxfLgsvkpu5o/jZbu8vffe3e1Q0mS6akbL1vQ2+ld3iFgS4ewx1X7f4yYfWX0X8b7vcRe/Lcvu7fR/yszBjJ6jY3i7cnHxY7HVn5Nf1q8bgqrFvc5Mj267+ht3trd7vXJ5iGPeWa5X7s/Y273cvFdp93Pj4LhF6I36+w/sQ57uHHlOV3b9OtSxl9u5Mbd3dJ373lx28iMvmV2kle1vobefvu9vE7sblsyMHx6RS2z+NtF6do3B+RYrSuWbuJcG1RnkH/rTP5dH4ILt72fl9nNNJz+2KZCtE7aext5+OLL7u2Ru+70Zki/cJOSL+2TP4M7IS7vXtBQ+WXPAduS/z3vdjL61ahTe3u+7lx+XBva6sPc+XbxWW5+7yIi8qV9z3engq3l5e9vcV7fQfvblwuWba3cVnyvk+0nL7Wk2NuKxXt3eK2nd3j9+cdx/D95/JnR/3cxqfKb96w/zEPxu7cve7d/Wr3u8ZV9/DqdRH/G7n/d933be33jiRkba/G7vLl3u7T3e31misxz8Fk9ya1c0uMuJ23thTcuW7u9u7u/W9kxu7n9JK5zj3bVyRQe3NaeUO3H1ctt7/L9x5uvrksbcV2nuK8v3P+3yzh3vuw7Llv7e5w0bndvt982a1obX927yX7u6VtuX2/C0wz2PjadO9vee47iXz+34a5v/BTfLz5d3u/b8KX3d4h+7vu9tfJBmX/7FEve9KtNIaek58ufLHcd3cVvb8oTWa6LGzsL1uz3H5l5/E/lt29y2KlfbLi/wQYre7u932+r4hvZE7fXxt3e3ScvCymBW/MVvtMhz0PC5Tl/rsbu7vdXit9JyXylYxLkV6427pn4re3ijcVveNgYNx6c1bL/gqiXJvy+Xv2y/70Nu5bdz97LG58xXc+Uf885OFPS+6+N5cftuIeSO3atJyIy9YqTO/cbL25Zzj/bcPcFb23vuPig+OGh3beuNu1lZ2Hv7ybaX4vPAE98yyE1M43T9B7Nro9B9TjFbuey3aaIH2iW3WFKW2SwyrIWht3L7aEsIQLzEIOlbeTqt3Z+CiXjHbxoO1heiTW6jdjPredt7m27c/exA8ZAFT4mjSW6y/v423uXlu3d7H8X7z4SRYaqW26RV1xorrG0zxct3eXLt3eWAs367d/G3H2W7sVu72732+mxEnD+Ntx/t8Hqt7u910i8sW1fN8v/Tggu99xXFHP7fvGcVuo27uJccVlt37c/34KyI11Spj3cMGngk3h1Gm9Qpd3Fbu7u1u4rcV23ukN2F3J7uIYbj+RbuPV3aaq3Azr0tWU2ZfWmXBB5ZGNDuRO6N7UFv9mTeHbS6ix/jZec5dzd4r3l7jav2/R35Y27u7iXBLl7n729wT3PV3DPds16TeTjalS3blht3cQ0e1x9UQ92CarNJ2+5JNMNfvjbu7u5/dl7nNLc5ywV3/I36X+lsbt3xpftOXOK6+T+Jf8bb93d3loW4ruycBiKrcTMvJYUTy91fh7d3EPJVbPcey+6YPt5q3Gb+wpsvvFdl9u97P3s2/G3u8Vuf2K3d7faY411Pn5zdbeN2e4W7y97nxd+WkTRRu8dISB2jJ6Xxu3Do82BYdu3G+zG0Ft7cFZtta3exMyRE5fxt5YOP4U4bK7ufMKK3TByDo79NOLj2epGwLX0N293sKq7msfXt3e36DmPHOWRrqwvCj17l9lYLdv0yIckfY27u7Uu7T344ytjIPuv05fJ9Rvacvvl5bsve/vb99lny/08oVuHB47C9V5wtvfyIweGrYIF8vTwaLm/xt2zsW5eK25d4XaL1uxtDasy+PNolr8bf7madD/l78fLxCxZbcfMEPtg88cRr0T42tWznEI5LFd7vc+XBHfwEX1tc9mVV7jbyxjqkw5dvwuZ8fbjYP5MD1orVIEEVj1b246r3bu9v2Whwil8Kef7u9ukM+Fb1Cs215Y3d06bvFbu73LlvjqW+r9fGX/vG0hW5++3e1NVuNqXH1t8vcm30vjabYWdLSRRD2+4TvvtbD7oO/dKrf421Zbu6R8HaXZ6Plvb90K0MmX8bEvstz5Ze/Xd34UVPeMhfgZvh7ufjbvvLgrs+WkcLadt7fdG9L43c9Xez7Z7l27aXuC+/dnCHwiX/ug/P/3d8JY8C3WFBoAcUYZaK5W2X4KOzJfddw7dIqHw9z3cKtXt7H8b/n98dd43b7ny7ctC3e7wF30yJEYeKHd+/UbP3ue+93d5e/TB9wyJaq0sOy8Q5aLbtH7lwS+6+TWTZrNl9+qG37dwq0dO9eJcSu3Gws838LUs11/G29y3d7t3L4rvSL8rJaryv6Ez/c/3Bn5jXvL+tWCwr3Eve7nx8r7ZfV6wQXFcVu7n4re9v8JVr7G6vxW9z/u7gPvxra9d43u7uK7vuX9vsxqH+Nlyz5cuPXd3veypX/+4e3xWX3bh973t8Y70ryOgWXt3fe77b+g9t73c+O3L0i+aq9/jbs7dJ327u7u9vo2mmvjd3d3u4rdx/u3t+5I111gphVW7e73PAfWybfajd3dz4XL3cV3P7fQ7Ml3lbIN27iu0fLd3bFve49EjoR3L6bWmNl3bttY3ad3u9z/CP3bL/eoe9N3cQ5u+RPpg//6ggvd3zVc/u9uG7f3+/LG3L3z33W3fu9vqs/+CmK3d73d3cZ2tFwpexWXlxuXb7u7u4yFr2htv72nd73eX2nTqmzdU3waWiG32NLe73u5/vd7fVTNe+X9ukxt7cVvfu7u8fJ88nQrhS/rRUFJeKwqrbu+2j53lwERl9dcbe+bXjffn9vj/+Rn/oO97xCwJfisLtKePm+WYd5J73obcbWe9ut69bc9zsV3H7adOORMt1tYKrvfdxXcuW/BTL+Xz4K7e7e2/xu3Fblz3dy8tu7x8geGnM/8Kbu97iu7u97e43dz9J7l5a7cKNx+X24epSI8xtJG5LrVIb5cisbWMdoW7c9/vb63Rm/qFO7vd3O24hW5+929Ru77vu9wo0ex+PzaeppX29jbu6J7QrqcuWX+5tU+u9ckGH3+H587d3d3PxXYyF7hPjcjww7T4IJ+3vbzwc/Lfr+k2t/G7P3t93dK73Gd9STkr6G73xW4VaXYhYPl24zvnqDVKyn7Dt3d7u7nx7pP4TP2Df313hbiXyL9kiGSH4M6kZNr6GiXc/t92ne4rd7fo3Mil+i+xt3u7xWJe/Lf33pvz2ROZfInVxtuFy7u7uK3dp3PlFg1TGyGGXPBYP5/G3cuN93e7t3e9s96mV+TZfRb8bffL3uKN7cfrsFYuz83ds8go9/ClKer3d7e6Yra21+Nj6t5g675Z7m9t72W7ciu0iExOH5bdxadOvcbt3d7uZ927xLy+36z9uX9paG3c/t97u5e3GwfgqL6Ybcp2IZfV/G3PeXr1Fb4O9ZmW73o/+PaP9QpbampC92923t/d7fjbvfcKtHcVu78ft946bZ2N9u7u9vd3EPOcG9+5NXe+FCXu73u+7ubfjduxu733e5cu3yI3cOuol/9IOldy+3d3tz/t6k5r2pA19L65eN7uKN3DQrltHg92Xj5jGUaP47D98jDATNr3p14BIV6jZ+/d3cvfd0z5RtaOlfyRJ+t/Gx9XVv3c1u+5rZt3b+HaK7/G327onLlly92KxLxkKWl18cPZLF32/nqStj/4M19gkFRXdN9jRbu7itxD7d327egvDKmvOKmRM09P4KIl980ptt+N3d3sv43xXc/cfBf+X0cv/eCy5cu993e34f26Z8nhe7jeCBQ7lrvuGl9Cvdd43Ll24+XD+3/e3cXb824VWt+kNn3U+s/9O3cSwFbkrlY2r+JKMMce/w7d3eznvisVvH76pfZIVP43W5fb8u7iHH3+5fRV9vcjDc3b6UKUmwn7m0t7nPo7f3uZWt3Cm4YVjou7du9y+flzIrXpjbv7jqhR5krOcLfbmRv6MihlL1xtMuZfdk75vaqLSy3buDK38Po3ncgpWX11Kht3uKMuPbufqaQ09djciNUP610y/G2Wtv2X/txt/+8vaW0sp5UR3W4pxZpF802c5w0Tsl7RIfu4rngPNF9vyFVXLdFQubXVJH1saPZfG3d2rTec97JzmSq97f8q5Idxu6TvYYH5+OKOfC3a1X4NhcMjafYco/3vjYgFgWbrvd3d16t7vY3i371qUiKX16xtz/b29Mt9u7u9qePsjux4a2v4JiPP7/r1BoX6W8aU9u93fu7lhFdNSlvuScv/tjb3eM9u70rvaS9r66Ihtvi3sdV7cZVot2/RteVIUbZFdy/7SY3l9p/u3SeOqJe3cKtQBl9SeodQ8ZS/+42XLsPNAVdHwz4bA572L+EC0N4ypBH6u+MupiTGqL/wphPx1V9y1ql73nPuYB++7Gy2/MbXe3ewsmD3vtwVgnz60eC0iDPv42fHbje754Jb5I3GVfbCEv43n7n2PLLLjvm3HzDf5LPrtMb3d88BW4rEOPd7fUc43ffSG3s5yzmjvzLbHlt3Yx8VHnYiKXy+7V2NuW3c/vFbvJJ9l4A75zzXno6PWfcbukVi9xXdn7iHt9gNv4++2Xxvs+ajeL67j+Lctlg/ATRFH9SxzZSsbXY3unoz4+5/Rvzl72/j18Fcv59UNq/W358Lb0nfe9vu190P+N3Cr1vd7fROeF2+l41JboIG798/Du7d+25+58e6YDJZJ7eobSPdxu1NH4W7uJcYxR4hy3cZAE73aDLEKNenfxt9u73PDtz9rbuja/24wnV8qEMgz9TWX/Wxolz9u3u5+3Lxit3G0P+H6UfLLvxsuPYzVeN3bB20UrkzcsZ3w7tNvi2Mv7tJjZNft2+dkvLdly4XFX+381htulG5kv7+NvFZl3zh7vbfdwq1YDbKsWu/UrDJH9W+J0fG3u+N4e3edt3ejIcnJL/43uM4V8Nrd243Lt/e2rfNZbR079sbz47dt7cu3bpXe30/MLShLL9fjYVHuxWNrHoh9e3Cyr/b+M8+KzIYhGN9ONpZeFFT8u4ruuy8/3ucmuEejpY93Le/oEFz+7Sblxy/ekDFmNrf622hsvew687kjpd37uf02kStMPegnqnpfggvd3P7fBywu7f4e/PrL9fY25bd7bcZqt3cS/3GddaMc/Db6H8bb/dqy437u9u5lfsraDs110o3dMKtC2+72K93FY2AoHqjcH0a2iXjf7Cm97uem7u2h/Eab8KXnuO7J+XHXq+Bec+wV29pMbRF7in5vbnvvu97pzskZqS2j7jd3P3e3fMw4ly9x8ZXlUsmidolU7eTMNijc+W4r8Vy+5+/Lfrl+WDXUbu5cd91PcL4nd9vnm6b/xsuRVPZ+9bnwuW3G4cwsVIgfj0wXSC/5L8qsiQINlt3e7u8uUi/rdDh97SQetyy23bfFcKvrfv+5y+9uhvGfWFBsFu3t7bFbvt8o2T5p/G7u5cLdmss1/H93bubfd62H6LqNu635zwyDlXZn3Yl97vb5eoPu76sbdz33P3y+znLDI9ohUsbV9kKq2vjd6u46orvd3l7dv6mhfpjdvy7J33Tij8KpWf8vvbeNpy4fvb4WFXF4rs/FdGP35X4c5HUryRt1K7Lbu93eXk1C8RV1kP49qeCFbS/sbFb3cQ4XvwVvUme8mcrsbQ2GEvkYusw+XDRx/D+3fl2K3ja3b0VHzG7tVV1Y2P+dpY7JXu7u73tEV9KOXC9fjZ8u+K435xWOqW3sMvWM6tzUtHnS+Cq9rdH/TL7dy+6RS+k/h7dt3FZee8v7gKb5e5C/L6e9Dd4i93t3y5d7Vvs2QztEfwQXt8UbunP9N9ZvZpsBpYJDDtL3pt/Q0ruK3cdV7it3cS41St9mCC5doN83XJf2rw/u+JJ6bpvb/yVS+HTG3nw8Lu9t79nx7H755O5LDl+pdQS3d3e7kVvpMbd93Fb7uK+Mq+7K1r2QbsZsPty3KxLxD0IPn8sdzIwY/hs4doT8vu2uN7u8ZVy2X3LksCwujfyh5ce/rbcO7d3sudvegJ/DDqvC+FO90CO+7u77dFmXyzbwpe6d7u5/U79sv1SKo3Ll357uXHt3Te34GxEGY+Xy9XGz9+W3bzmj4hxu8+WzdvmxrRZM+hsuXbvd7vd3eig/nttaf8bshW7u9y0e7dqTfomkg6tP9Dd3em+Xvv8vP6RfJhv/G7EOXs/EMN3t7d3H67ob7Qf04L4IO7u7vd3ooWHU5P/0Nvd3e5+W9xXvabottM6WH8P7Lj27uXvVrgBvi3M+3Pw/aP7u7pO3e356EzBp4XJcvrl91j2v+/bGneXn9N3ve7iXO37VMcqfUbP5bbism3EvFZzmIe9jaH5fZu7Ea/VK/fG93d0y4pW7Oy92IfSBshnR6SHTBVl99ONnZPm7vPgrvYd8Qwj8fttNxPQl/l7GxW3U7p7y5Td3t9GZ+VDL7p+Nq11nd7rP+3au9IFeRY4VT8G4/sC95Uo3advczbd2/P+KaVs546I3+HdJEO4l/G7nY2plPn221j+N27u97u9zwdMIxkLjs2lnTQkZea7te6jYrLV11rn93d2IGgkYdzKkutPOoeeMG79kN5U43bsy5dLeN0dq3rmXXiRKaXftjdu7y49o0xvi2Kwo9iIr5A95YpLH3F0gpt3z4/xW7uK42ibytRtzJOqyu8JLwEMC297uPi6EfZzYx67+Yv3uJX1h0l0713bupW7UivjuTKuuKX67wp58d++7vvbL9X4K93u7+XmV+Cq73d35/Ir8E+3uf9bfgkvd7fieJfe8Ga6xWXZ8vevSGlie3u7uXBW/L3twzypPXMkWXypS1G3sb2/HGcm/vcQ458f7pvy7knCl9XaIxu9N3K+nt3emFVe38PNQ1/Gy2Y+P+67vbuK3d4sL/Jay/v42K73dx1Xd3ezsFsfvqiOwyhy/942K3t3jty3PjqVt3/IBvvQunCbP427pPbu9xWXu+9v3dMk/jfLm7Vv3ng900/3s2+taGx9btz4WNuW2BY3/rCd6HsfIG60+0rclrrIrG3JFX7FbiX5cL35d7iqRfucT3evSG0jml3ZmYrfL7l9iovuqXNWHepSjb/e9xW6uWl7vR/8d+evW9BSKN+XveX33tr6G7u7j6l9it32JHv0BM0pq4ZR4vjdnwb63Cyp/b4s/iX3GVEY6+hcEW7Wxcj+Nv7/duO5Nx6b3fIgRPL/rSxuztejECxdiHKduej2Koq+Gn+FEj+NvPHu4rd2524rH1ewXCB43Et3Jl+odtu7za1E33biyLP3D+2OX12lGxvLfy9y5bcvcfpdvb5EJ0rtn6fn8GZf/oE5udsz76/ChS+3+3u733036bL/b42+fC/dy2SDzx2f9pYzVK8b7Qx/wQat33dNN7fhjjnc6db4207n9Xu3D5dy4lb6TlQ8iGX/txu7vd3y5vFdvl/G/w73e23LgQrRb/YsV8skD+2PL7tKo2X1vy3dy97vdp6/h/m/2FO5/TdxXbl77e34U3e93d9y5LCkVdqFL8z3S587d7vbWUrjaSlXLduK3ad7v0B/tneZT9Ru7u5+nbxW7ve288P3tkjdxW58vd3c+3iu3xzd6O/sFN7u7vvciIvjZ8e7u4rxL2N3dx+uyHuyW5bl909Ibe73d3e079IvGW1frsn8bdy+93fl3e70n9sl/wQU3FbuK3Pgre3t9J0jXF7DuKz/cV33eRX0GA4bUbf7GxRu7uM3HsV5cPluuyJ94WTfQk3P7/fKDPwSFnykm+w7u77vG7vb58ZFQ994Kru7vLju7zbX2NK7nhbl7128S95be3xh67IjPpf6dRs9/pHy+JcfmBv+Pr7mCy4ZHh3sIMm845fWvG1+VxXd3vHVHVhZ+Au/omQbia/G163bu05cvdq3PhFffy7DVbvdsbL7Ofbz/u8sZ++CKMvbNeOYl/XwpuX259vbny0nTckgX5Y27u72ft72Zde/SB5OHuIw7VL9O6jb184W3isuPy3d34K8E0KPlzLpdM9+cv19DcVu7pOc5Yrezqfb7FBK9Mi+/le2Nvve958eWxWPio3N9ikZI+oeijuXuf3Z/Yh9gCaOIvTkWNm+yvei0vl06Y293hBZ8FdbitxW74Lmfw9cQMoncvrvjfYrFZe5/b+/FZ+W7ELA/BPthrYTHJd8yjvxtn8bKxlu7juV5e/SLlqRpZcDeko80Rbvcbe+7hZxxW6nHt9d22u+0ht8tufKrG+ufl4h7ct20WfbUtWxl9k/G+3D71+9isuJvy7fd/RV7jbWSIrLy3s94/znbV1/Li16IJv+5is8+DQvl6SQ3Tu7u580nL7xDg3N+H/FSJXC+2hu4de7l+W33sV3tJJ08Y/pCMuy5I2K3+X297vdxL+0nXUJbP71kbjbq6hlUICpUK9+3LgUcP+4/W5kqk8mfRsFL5MbZHOPb3L3+162WlfJtyx9J4pLr1Gy+slcZ8u+7ijLhbJlbNAQ+so6b+dnfeNl5/264rijHVH1uzNL38bAflmv/43E73l7e4o3u7jYRqHY8olCXmK3VL67RI257h8bh+K7EuPpT5d6QPC/Jd1ffah3aLjccfXtvLdW0cMuOzdpj2v8b3L7Lr3LzxyXC2JaGK+7sFnM9apF9/SSd8E369fprG7q024VfL1fKu/biu29Xs9v2vjd3R7FZWPd3q3wRFVHL1+mbYuoKr2pe9+MZi4fjbumfvduXD2F3bu5kMhuW46w35Hlu2N2FVXu7FbuXC+35xisfvi2fLeP0OXycnG3uXLuIHDtfl6EFafAt2CYLF+WplNfUby8/u8Vly2nmZf3fAVajZKG9qhNia0LZ36QUy97f+J727ufCV632NvU5nuX2cwd9Km+163Y2EPgh8HP1+gTEP7/5/qDRfhW7vitz3b9Z/9wQ3P7V1ABj8EJLl91l+/wS3u73citeoVLvfaL6+Mu1/lh7lxy2Pq9nzyK+w+b7571UK973YO/byK5NJv61cEs+N+7/ZbP2PUEt9uX7/qi/6i4Iib3beuCW7u930i+Fb383b6yU/BF27gLZf2vCt3ve8X61ePL5CNXYVLVCr1y9+L7XWnzgqNd73d343YJbz9z/tyKrwRbvjEEQiCGGT8BbwAAAIQBBmmAvwHn5g1e/w+TP9u73P7Mr+M++oY4rc/v70y/bGuv3BX3e933trVIEBctBW7ueFc5wuZMvLrZbXr8Fnd32Xy+lTKX3Umg/y0v7jv7c9RXYqL+mIwryxvl+Icvb7biujabqftj7bKEb5r7G933c/7dzW90Xf20/Gcj+N7vu+7+f2+2279a4U7lpuk9ty3eelMvgp7vu6e9Mvh/jPve73cypdb281/BWTiHHfgUbHd3uPgs7u7vd32/BAXGWjve3dyBftlTU/+H+EHobS973cyMvS4eopfxO1BQR7lg7dumXxpcIF4LfeM2L3L3s990ySLRusxuZY1K9oEHczcUbG7cCRfXY2sfKsFVPN/qPhcm7vfbN0/4NPBJ4rb8aJd327u7Tu5YO3mj/s0MtmZIno9bqNu43pZ77ve54XCr4bjIKHs0mSbLerWGTTvxt7vc+WX2SslqVW2L6N2XPbDKPxJuZf8be3e7cV25+7Xd/sfH/Nqvatl8bFdvd3d0W5e5K5AmDIfkerq/G7Lj9l7lu3LcuW5ePgqLUd2iuD2fUbt3dwkvMe58e2+y2fjcBD9+GHvjZ7nbu+73P3d7QxMvq9+gp+Nn93Ow2F2Ifdit3dxsBhD7Zafxu3d7ly3Lywuy9O7cjyVKeYZ+r0rXG3uJe+3u3d7vb4IfeZ8iQl+0vG3d3u1d3PB9vb6fm/xu3dy4px7wo3Le70fPJR6SWlw+7fxtfpdu5++XLtz47cf6PyoSwz7XK4Ul/tvD13dxDl2fiXLfRleWr0mdO9kwpd285x3t8V3FGfvYJhFe+NtW4UfO5bdrFnjhbcVu9NLrcvJJTvanfaY2+P6K+d73YWcFt4758KN/ZjsdJ8b1xt3cQ+3JXrLl29u70E1c8N47+fPjb3d3FbisuPdit3BfTH20Ytm0td/Yk2f3+/wZ+F97z+7flreX/yxp5+eF3z+3dy4/8ZQ/5iqtWk1vpVfpBSK3f8vrvve76RXtqN24re7uXlt3H17cfv6VjdVXxu93ufLcLtx+3dx++eToa+htza+3MvdxDj7cs1e33jsN0uvxsVu8+W7uXC8t24+t2/UlupWX9vxsVu5+Prfe3d3uPj6ebVJYuD9d427uIefLt3t3u7j4/9aqecv+lQUu72Qlx8Q49u7ywGwIvje73d3TdtLdxW4L7bbU1tHU2z+N3d7lhZ+/Lu3eP37b5opf6vG3uIeN5Jmgt2+Xvd3Ir43yP0tU/BTffdu93u729xu97bxXcVu7hp892/CLW2WN5GmNvcVu4re7iXu7/2+Hv3O/UbuFWq3d9u7n724yF8yx7jOL5Mbt3L3fFb2JcLGKy8/sZ0y1dY9yw3v0N2fLQm+6f7u7u7u9Gf3efSe+FJ8u3d95+5/uAxG1f4Un9vFdxW8+O7y5b6DJHvXyIpKwZ+Ql716Y0SX3Y7g/e33cV3jetFXfFkHjuEGyfxt3CrS3d3u8Vu70b/l1skWfcbu4rFbu2K3PZbd7jYD/1h/l22ddKN3afFYrd3dy97HxtI2zz7N3JUbiv7G3cUY3lvb3nwVu4hYU8CavvdMn+zjPxu3GarPYWtW7d/uy5ejfw/19z1Nbj4254XJr+3C27u7WFvPxsBsB9FWHPm25GQeVyhD/WBX0N27xLy24h6VzF+T/tzEPcwAnNUY24a7dtv8LNsfG3ey8vt/bj271Fty4PjaojSkO/l/VSxu3t7n6J64r9vIq3vIzt2WaOlPjbuTuW9+7hnnafem/DfMPycrrpobd3EPcKqv9iu3P7fLwQY+VKN3CfdIUUkJux96Sjbcy24zTy93W+pvuWgJq/T8HBKFMv6ekNuX3du+bb3n9H/VLHBb5LG3Lbny3u7m2mVlu6zn2jvb2R1IXJX42O5Fu4Ueu3EuD623Le3BHT2HqKLGW5Xo1X/G7TD712xvblvot5z5djarDkjIPjyrJzH/1ukN5ciuJe9iB8+Ubt90bXtRqOdN+y+6l4297vFZe/G6WW3tPE6Zt3TH8c16Y3bz973eKKy5dnwb1x1E9II1pxp9+mZ5/Bo/sad3d3Fcvc7L4rPc6P3l822r0rGxL98Vvy8/epU5yiztirbHqCTG1aqNufiu4rd3Fb8LbitzzBdW5W7cE7rFr5BsMvXb3em5yxl4lx7BNED+p1T9zv79obu7ve32W33cF0P/vbqv8Otskb3u97juHslcb+X2+yrqLdWI5fJ28O5f3d7u9rK7aJ8tkeHeV8bt3FdvELDnYexXbuPjON0zT2pmh8bd7vbu7uXLu9H486w0R/L/VWNu7uKxRitoQ9/3suP2/KiZ0X7Cl3928Vvb3e7u9GVL6f43d23jHs25d00A/XYrAOMgRe26NcrakD26b7aG1OLtxR4l7u7lg/x6RgBH5oPeZfnMvtp6jZcsndLu73e4cHx4duo3uUzQdnxt3sOe9/u3SK0StF9Lt3cbVKvtTMt/xt7d7n7mRW7iu8uOSQDxNVt5EZ7GJ/8bu7d3d7it3Pj2NhW5nrMlil/w7xtb3FaYeJHK7AY1opk9PGsNsQV+NveX3Fbve4z1mV/u57+N3d3W6O3vFd29y2OYqPenORwNPBPlx7HaXuba28bsuPbisVu7vd7j5F7YbeRx+hu7eW7dywewo2HfcEY+Of1O6qnY9/G8+bfbuK3d3GVex+/5YPe3h+iaH+JuWe5u4lhdocfmCrqqTz/424rcLvhW9u78fsdV7Hxv8OO+r277oKXd3vd7Pj9u70ntjcQ97Fd+K3EvFHbQyA+8sVKlN9wM0Lz3w/dk5YPd3dy8E0Cv/1FvuNvvFbG9wo2LbAtvb2/NzQrZ/jbuf24rd7ckru7jcZXt7rICx3xt3u5/e7uX3YrHx/0RVOeNbtDdly9itJ3FZ8fjuW2h8ZD2yW8pPNXUKXt3u7nyPLF2Vvb8buWl7ly7d3t3ejIfIhpgn69d/G1uLJG5bu72XC5cTno3B8kNzRHWczH1G8pv7G3d3Ld3H1vcsLfCx8ET7h0aw5Gy5f/RxuK7u93d23u9Ivch8Y742Fni2W3d3d7aT7kV8cN0DiYq9Ibd3fdz454O33vcXAVCL23HymYfxty43lu3d3e3d7jKG4Qr+O3/6KRKfwZ9hcl73NLb8JHbXvpRoksG7dIUYreK3n9MVuaYJ+dHLla9Jv/xs/v3d7uIaCtyxuZVketc1lKvde0iDbisVijG1JGxdGN47Ly+9wRQ/6fTqBsccvrq2N9J3FbisVuGh63d3pk2c/dFYkfxt7u93eK3H/FsnaWZD+WIYzyRXyV/obP93d7u93dx+/RGWYqCntL427n9uK3nNLt7ufj4//VSK3427vL35EuO6tbiu4+P/ZB3T8vrfQ33eKzbdy/3d6MrzD2CF92/ja9btw0ju3um5cb3+xlVEZ0a0ux/bFV+SNhpyrt3d3vcvLGcLGMgS1x/Vm1TDcprIVsb3iju77u7u4+Pu2xPdJ08rpf17G3bhcu3EPrs801eG8tuuyIF0Oz19rK2ZwS7s1+ymX9uSxty4f3NxLC7ukW3LgBm/x0bFTqt742X3bkrJduXO3iuXjKHyEym1+esvpXeN3LlnPtuFsthdVf1vzvb9Rmlo8bZ/G3c/twsr43S3L24yr6o1Yt5f3aUbt0nc/PhO5OFFS5+O+sFVT5Ob/+N2323LLZbEuPbu+7gKQTSQbcO2mOUfKusPbu7u5+9ufje/Pp56Uv/eCa/+3r1Bn4JzWrl9hpTLy/BAV3d3u93LAwXzEwtd8Rs3427eenbu9vbu76P25P8nD1crvGz1b7s8CZ60QrHd+3exHb9W5Hsi6U/G+93P3t33d43Bc/TVfjb/dvY3z258e7enRtfeJkPIt+o3biXLdy43LEuO/LPc3t+NxZqs/O/xt3u5buzXty+7cFy/zoT78bt3u5/bvL7f0gend1T071wpfgr3cMPz27u93e2X6lugpsQPdsC3rGVfLz/buPjf427v5zC9ve7vdx8n4hhCI5/+NjdTfd292b3P/e3wSe5xfv8KS+2+4ru7uflxuckZ1243u93s23EOOFHzYErULt/cPlqmUUvy/jY/l3dvd/xD89H+97fZ3Gf8bLb1u7uIcdw++3s/LY+P/o4d5nxt7Pfdz/Lc+O93JGw9TQ/xu3d7d3G/W3D3u9vR8Y1+DtIOyVB7/96VjYZB9eK7jeH5cbU59ltkrH77Hej5YZ4/xt9u9u7uK7v2+b9EZF8LT+/3+NoMknyI6gywZ+CckYrve7svtX0NOJfemX3biHLPYW7G4rFm+T0pKX0427u7j+BXu7u4risF42H9NosK7SG7ENAqrdu/u7uJcsiBc9V9ylLyqpf+sbuK3dy0s/jvveBA+STSmX/7G3L3Ld3cvs59bu8wX/DsxSue+yxt7EP3it7EPue9vu6Mh42e4fmn8bNe3vP3uxXd3Ly2CYNrTJa/iBv7t6x0Pjb3u431u7nx7JM8+F0c+Gl9rxNyMxeEYzR1Gx1T33eHEbq8rcVu9uFWxR/51mnDSf/8bu6rng9vbjl924+P6jqBpxbwv+N3Fbu4lwtu58u3dx8ZD9ckG65f3TobdxW4lzt3Lj3Yyr4zvksePKqaRqKvlGywu3d75cHai27uOqaP/XJXlOkvovuNlw5929124re3P7fAkcDcbBnVz9fA4Sw9/G3TPBZ09Wt2X42t3du9vwQ4eDL/41lfpjdu/2cPuy/eJcfbj2+0ehOrd743b2Kxmrfy/cVvZcf6PzIXPnpHh3sLP16jb3bvl58u3EuWW5AGwPK4sTmuTkdvGuMp8bu25diXu/2K3d7P7BdVx/RTiGZb1araIkqk76xu3OcuXiu9xLj/dzvGUPu47/zVufuqYfxJH/8/gz8NS+4rNfjyTpfGlt3dz/u9y91qjID/oH/iNfxtvt3d725bc/7cfGw8e7r+xtIvFd25ct3fbu4/fskyyTTPL+1tjblx7EvMbSt+O5e/3Lz3jKMHtHU1Ggm5ei0Nns15/um4lx8G5du725Zjx9ju/b31jbz4K3u577t73Jp/zafH9tFqy+n+Nu8vt3sW+Orblw8LHwTXu1mvxy1+Vjbq+ey27vbu7u7gARtftqT+tfjbu7vbvc/s8HWc89hRlU4/n/43b93e7vBDsJ8qgnMBI14zeT4M08sK1xu3uIcsnVb7d/u7cVj4/2foRxn+Nz+WFLiX4rs/e4o3Fbuf2Axt6sg3cVvsVuJc8vfUHAfqC6+JftWp3keHiXHqi2c+7cvsjsfGUIaOhO1XaaXNrcp9DSn9vywndF2is/iuz4Mq2A+SSqb/evVztX7G3t3uPrcYrLbv9VcFS+zcZp+htxW73YrGcOK3H6hXZbcfsN3wkQa414l+N6/nNfezmke3Yrt6N/p8Ob5rqwpd3Z273cQ9/fb2y/d1Q3du5c7dxXcVuJeOvDIf8iJyaNdZ+Fofe+f7r4weeYM/BOI4yu3cA+b7xom9ije3dIVitz5eVgZRg8PdxtmHIk3uNuXRXdu7l9273gNvlMkqtIc9IbEPey4Fh9a9Y3fQ+Fu3cuW/WozNEy8a+Nr6XZcu93u3P+3pvofjH1F5Raz+Nltz5lLXFb3dy8uWMgMh9rFW/xu5cu58vLzw1frfBsB+/b0l/jdu9+Px93X4t3c/t9j5Sd60K1pY2tXtxW73Ll3xW4sL6m9XXuN2STluy295efijP76P40GONEO2c8Xx+Nn+/ZfdTu93e39o9Ep8h9L/6Y3bu58u3LjffxW9odpSBtlvdRJS/UlkjYrdp38kaXd3cV3j4IrypAQfCzTdfG93uWz5d7vg/3YLlmSu6P/8KXLh/tx3L7d3e3ej/xt9MvLd28/e7d3G1ZD47mnXVnbDkur4258c5w5wu3b27u7uCu/kd3/bG+3EuO94hxzmGXxXb6vTbFFL/2SNvbu4rFYrPc7PASwu5EAR+m7UyX+N3buX2325e97gm3jsF4yvesP81fxsV3Svd3dy43LJ3xlfnIuWnw3Z19MgvopD95gz7ISnFfoaVz4XN7fc+Ft3dxtAmpgqfaiZHNnxt3RCu9xWP892fD43j99JOknbSZmfi8y/ZekN4rP+KN3pPbu7muksTlhr/dOsl/D27u8uFgf270fjzQatX69xtws+fl27l7IlE+Lf3M4Zj7RevgtZ6mz43bvhZzC7dz+3+3b7G986b7T6qhdv43e72m7iXvdjvB97sBjfvTr9kP427uXHexXdnx/d6i+389jEfL6XeN2e4/Zre25ba3e34d5iTd3Vy/peFN3L3FduIWHbe3LuPjf2Nit3e4zViXH+7t7kj/y4HJy2R8gU3G/WK3HVu3d7d3oyHxssbt3G/DtzEKS97eiHx/ySNUjb+Ntxve+7jtTfZbsQ4K7Mr8g4P4bS/UKWneeNy5Zc7n7fbWpY3FbuKz45z3e5YbxlDK9z7X0N3du7ne/vd3svV5DID6mnA1s1P/G3u8vLliHHfyRW3t6P/lWDvafxut775e5fdu7n92p01/8bL30u7vd3H1dy2KwX0wuMa8TTZh9GyANOxRoUfcdpe/woct3dyxL93vbu9t6uN28QsHON2+KxWK4l72ZAuvpMg243eTjbNfz5t9vt3EPd7cbQLh1hzO2Lb1m/427ufu+fvuFXnu9H/si2mn4r7xtxXbvbuIGFvdzwx+/206vYo+N3L+4rv7nxfk8ke6NxtJ6iJ//G3P397u8/dzn3Ruk99yiivd90Ntw5wt3u7it7vuQKNZekcpHbV/G4Q30fMuV7cv7d3P7ouXo9DCr9v43dxLj9zRtSrcd7PlvtjM6mY9Hxtz8V27u9y+3d3H7/8O2KX+W6G2y+9veVrlsvu3FyG/D9ufy++uNnw9hFCFZ+9iXnuX3d6Mr9ww4T6G8/e9z+03cQ4WxW/Lo+8b688z15f/aG2nLl3ZfZKrZM+u7uP3zwkHl7Y2XCwv3cVngXEiNuFsKvm4m/2+zSGvnmteiDb3d7d1tV9u7it7Q/yc0UJtqjlqn/FvcfG7t3dt3Lj8u7e9H/dSh4fxu4re7it3d3FbuRAmNu6j+sebfjb25cd7O1K3d7dwRja9X9l/4ITZ/tBn4cl732/DlJ7l9quxp0nEPt3d73d3cfH3jK+SzK3Ldxtx1lu7lWu7iu3FdoWZqk6TR1k2b6tS/G3u3cVu7u7u5/2+PU/8bctu7u7z977iFi01ctP/G3d3t3L3e3e70f9ts5VbBf43d29u7u8t3d6P+2HW7Gx+42Wl2+7it3d7tOAsZ+xW/0cv19jblxznl7/fe7u+jOaNfy+3pY3bzwt7dy3CrR3tsFwb+846MlKt8bu3Pj2c4/l99uXcZQ/9ea6xfjdvbuFXJ7d3d4hYcfG7dNaSV5dYpY18bsvd+W9u+ej3fR/7pvhRP427uNq+73Pjvb0f+kabSPbHxt297xI49lgt0u7c8LGY+9BTE479Zv3vbSDstiju5e9vBb9YzIvRvZn47ajl8lpyRsnFbvbe1d3uf3t9I67fMdnPjb8tv3d3qFcvd7G8CoH/jUkW6vjcVu7u7jfFu3dz+6T+klha1xt3Cjlbt33d3fIh/1WT/1CkS5dvdx1RnG/u8SILqjYX6EFoNC+/407u7u7u7npb3cfFi+T7mlfeNu0fLLl2+73dyK0zez1d/8KRDl29K4l7nwKvN+7vRlV7Y2XLPct7ae3Eubu72+4xq02VeiBS7ufHe3d/e+72y/q2o3d6Zce3y472fB8VftltXOy+u3jdu7u46tis/ve6y+wVV9FTUqjcVeo27u7u7iX2/7vcivjdj0nraKhuW58FGF2nblt3dzuu2H9pxudk59TfbYe27xWfly3u9vxhUZOTpuitJIbt3e3LjeM0u3u7jaFQf49/4GlmXRS/t6jdvbuKxWXC5du9u4Kq/dqjP/inNfYU3dzsP927u7lx7Hx/43buXthdy2W3ctH42Fw9y9obijLcryl/xJUhu3d23Lly492K+v+MouzfhS73FcVn7uFFS29ufBsCBL9pPjbt9t/iu7ds4YXLcF1XU/59BNV5qOdRt7vL3Lbu4hx3twXV+Tzbrld+42c4/vdYrdx/BbiXpPbvb8cQGWYhv6G7xFxq8vexW7258MjL+o5j0FuGR7592ISsdai5gTbm7/8Ga70S30NO7u93d3dy9vu7fNPOOGhL+1eNu7u+9uK3d3ej/gl9L37zLfUbu3d3d3d3d3LwDN9kN0t/rrG7d3Pl3c/JHQlV9uCpXi9qW20+o2Jfd3e7y97u9IBtan5FZbH9b6QfvYXVsyfF2fke9vQR+7NwqWnwpfP3Plto+993o/L/T43uf1Fy8vcZuHfdlty+j/2cI+2ext3t7d3dyVuNx3tx8EV6Ezmnlr+nvWht3cQ5FYVVf3sQ9/vuCoYDx1CfHn7t/G35du7ue/txXMhtfuml8bFY+r2+F24+t27u7j98sW1YO8v+VFhS7vd3d3FbuXIro/6Cl3GVJRW7/d273uTfjbuWhyw5cQPL1Ll2OVmvV5z3H7GTyH90UbhAyn0lpLTdKX3T6Gyx73Evqb2i25K5dl4Loyx73RMgj/0imxWqKfGzP/uIGlx3KxvDfd0f/rNtUizUqkS+2VXjaVnuW8vexWf3u5fTB7JLj5yFsPjZ+e4W3+w6I7t7f3NLGO9voFB3ZGa9sbLbu72NrG58P4rcKOHtIAyHxofKYtCoGvjdJy+2NrYrsVucwvkjaG8f+X6/Gy+93d3u73d6YPKml7g//hSWHbvb3d3Pz5dmVrqxu7u+7lg5lNOl0t2NogY+Yw3OuNHkYo4pfpXUbuK4rFG7ltxDmfLM+wXB/8xlL5rUSX0t8KXtwoq5/dtd2Titx8fr7G93d3O+3cVy3isb2Rc9Vu5UgSeHvIb/jdd3Ll27u7u7vRsPjqTsnnv43du93dxnz9u58Hx/8Pe5CELGX6Y3e58dy2Je92eZ6WW2h+zdrUPfk7holl/UvCl3t3Fb73c+XpA+Nn9u7u71OXLd3c2+txky+Nu7u7u5/e9y894+b4YUnPEPIfwpvdxW4hx3uX2K3G4ypfXUsbDY4dv7e7qZw5y+9nMHsVb+tSKzH//GxXtx9bt7ufH29Iv1i5Xy/W6Q22Zbu7u9zPt7vTfhRIjeX6Sbxuy98xFo73dJxW7isuD9/G0AZ9z8bu3d7u+z99vR/4pP+N3d93cm3Zefvwt2N7PR4P/oM25/XwnbnwZ+FyT+O4T7r8bOba33jS29u7u7it7u+j/rjRBSvxtx/4rum7uXDnBCxdlg6/ADBNVs26BRrZib9e+NthBZ4926TlvcVu58BfUTrIsikMTiS/JrQ25be7u5eN4s3HWxDB1lsm/p5Hrfjb8Pjnb/evW7viuj5EVUWEx5g6/G3Cjk61be3e7itpk4+RHxiZ920b38bu93cV3c+XeKo2v1POrjvfG3d7u46rufLLl24/fCT2z2HdLabv1G3dfS3OeXL3dM9y8KtQJgz921HNyvdzi7jZI6Xu7vCri3+8VvbUn7zu1y4SrbGXyKssbENC2XLFYrd3d3d3jCq5X7pDHui9jdjav29xLju7ufH8Zj/r71I5UureuNy4N4OH2/2e8ncXbl924yhv50LB2rl+68bvbit3c/vly3ej/yW6EW0l9rVRsfW7cVvEDlxuru7gLGQ8lAEe6U9D1642+W3FZ8Fdnx/bl0y49j4/+mBqZm6rXqN27n8s3u3wP7t3ej7KOElihSfVMo09e2kNlu4o3Le4yorRDgTLQWP0hpAfbc5SRt2JP0IlGrpsbFdu4rFbTu7vFbuNhRjDfs/5fbrxsuFjLYrcVtm13d3svLYIJZo3DQ4Ng0edX2UQf3+DPxRcvLj3y/9JjSy4X3bjuLum7YFj3GUNKjb1d46HEnzpvirq+N297cc5o4ee785eAJsEKuyaMaq7ztMn+78qG7L7t+XiHHfd7Lx18fFH7SJqp/xt79u7u9u4cHnsbRkHOHlR//G3xmpxXZ8bhbt3t3H6RW1Xsgx2tj//xt3f7dwo9d37h166Ps65W6xMg/jb27lx39vc7Xu7fRkCoTL6u6Jh/+N2X3du7u8+GIthd0f9bmWtG5SFbv4273e3Fbn73bzwGwIvhSp5Pvn43d3e7isvfRvsVnvfx8f0w72WzZiXefjZcuy49CKlpnvt/fl3oDXN9Iyar9Pvegpfe93cvsQ0u3FQNqX/3G3d3d3c1S3d3d6P+f3Zy+iv4297iHvbvd3d7YHb7JZbYNfG7cVngkf2W3Jmhf27Tj5F8vZPPfwpPcu3d3e93d4ygR/G6rl7vb3d3u5t+k+5J/G33fGfP5/Zbe7uNofbOlm1TAd03LP2X/VsP3ez8Qwu3V4l4Ig/81QgfrWHxt3c+bn+9+J5pUbhl2Gz2GzV2f+gTeSV/3lBn4XNe954mvy+yl/3xp5aPu5fbvbufe9v5i8W65fqrbG33dThMtvL3L7tx8f/eF1MXxu3P9A9b/du77u4yr5bTrT+Nu7it3e7u7ny4IgLnjCtQ+u3GxXcUbTja233Yh9u/4zh4fctmtmk++Nvd2+7H8bu5zR7H6u2PzP/Q2fLJFbcve7d2nu9p4+p3sxwxBfG4hx3+3t3suWel29G/zIza+/jYrd3dCqPb7ny7cfH/bdG9D/G7t95+ycVzwt96Ngzl7isSY8V5f/sbvd4l93d38+HOWPjKqO9BDut46gl9S/G4zgnuxW+3eXu7m33d8oHL/242k+4rcvFblwf5u43vntvjcr+NiHOu4dH57uXNy8dzioJqHqTvHk3BydP+N27u7u9uKxD3Lh77Hx9Si9xtKglr3/G3dy472927u9x++qU0/jZ/du93d3dxW4rG0CqWSInpd1uRA8FL9fjbvLxlldu+6RfduP3y6he/v2xt3d3fjxCt9ysOWx8blnn/D4lUfG33G1OcPYN7u73dxvZYD1WXVIv4Prl0SaCGuEl3hfeK58wF78b7/BFd3ciIvjanF27itz8+Pzfn2+G6F6V+4JSO9u78X4Jbu5++3tv1DpXt3t3c+XiiRfSKL/BTd7u9z55Fa5cbLnbu7u01ny+kXr8i35fafUPYptd3ufPAXfCj8mdfrrD3dxW+fORX8bVOOuTGy/itO4rnzqayIi9X+rTl/Xw6S97vnzt++O8o74U7u6Tu0fN+fX4d3cf593PcxRvj33J/uHbu+3e586RfhbL/wS4+r7e/9fhQtl727u8+b8feAEi+FSXvd3pR+lk3Zvxt7u7u8S52fOpvf+uyQ8Vy4927z5xQiLw91ET6f0IqA8oAACBrQZqAL8B6P1BQHHGV3d3t+FO77u93e8yvxvLTiHHd3d+XuAcXJtuWlsh9ZJ8Kd33d93e9svr+FO75c7ve7fhfu93Evt81GyI/4KN7u7u34L+7vfa22v/gju5/eTK/cF/d3d9rY7/Dbjvlhor0gUXe7vemXwS9y03e343l74r7u+aNMj+NRWlfvfG+FR7xnz3bvvpl9sIzXw6Hwp7LnLj773ouXwW933e343tvuzd3cQ89y8yvD5SpllDPgz8bfBRu+7vb8PcV8uO79MpdN//gr7u4l/d3pl8SXP93gz85Lvwm62/405fcvvc/3P5e9GPjMl7/+Nu7u7u7cqLe7uP35+cfMWjb42N+4nd7uP6P258sBjY3xA7vZXf5T2lL6+42ft74W7ity27u4rcVjcbTJFelsQlkyvL7VqWNpn7lu4rLju8V7neRD/keateo2K3t33d3txWG3z2PjK/G8FWS+l+X6G3Ljvy9vduHHhWP1X25Yne2JFqcfxt3ufC+7suPe5csZQ5/RFVMW+N2Xvd3dxW7u7uNq+2E3s3Rvq06Cl3EvtJ2d/u3EuO9qd6jP427u93uIWH5d3cZ36Y4VXL/1Y27jOV7vtOXHLl2SCp5UbQ1z2/Gy43H5b725du7u4+Mr84608X+Nu5aW6TndYzh7vuCMgflmmZW+XxtxXbu77xDju3MgUkV/l/T3G3d3z+fLd93cyH/LjQ7yXsvjdp3dN3EOHPu385/AYj/2Zi0idP4UufHuxXctu7u7uPjne+Nu7zwdxLjiHHLd27jYD/niZIca/jbvvdxW8NM5Yly9x8bX4caX8NmP/SfWWcGa6wSFHaUWXAF78be3d3d7vvekzWyb/rTxpXdy+8Vnxat1r8m+7oyHzJ+wyukfjbpAmz3NuxYXVu97u3dwo5PwfHMEfnPVaj5fVpb43ZYCGF25ep63qe0jzt5kAIaIRIUm6ZZspPxt7+7lt3LY/i6dit3FwP6Wm424T76fG/sbEuXY7RxD7suFu3c9BRkjw+ConKNhv4E738u/aoYq+QbPeY3vgtvbb25bLduFVbfilbfpaqVpWNv427itznlu3FexWX2tqsbAfl4s65Xn8t8vr3jbit3dxllbxLgrf7X5XRn6fm7DqTtulL6svjbu+388FvjPexWW7c+Ub/CXqG3aXXa/G25dNz8kVuz5bfbhJeM72TAObY2jLiHCvEHN/hrtL6xst2a7cVu/bnOPwv7LAFwYQjHe/iJGddLl9abwoQ+W/+K3fbn9v/b8be7uK3d3d3d9H/hvQROa0sbe4+uk33bj3bu9tts25UssfhS4hxy3bit3dp3d3o/8Fd3d3d3d3ejOX9vsbfeK3Fbu43EF78tuW+RK5Ous3k424WFUu7ue47fd3e30tHfZeVwUv+uN273e73d96P+rFGl7R2dd0Fufz+/1EYf4M/DRnzMu37zSl/1saJdxv1lzLb73c/L7Ir7huY3Cl+ntwpd93d5efLJnS7ej/xty97LdufHu7tx6dH/nsl/wpd7cvu3Ocu3dz4/KPy/dLY27zW72XHu03qLl0ZXjWGdioyyadq95Rtws0Le/N3Ljvy3FbuPj/8mRJ6T75MbdxW97uJcuwq+d96P+6b1QI3wv+Nl929u7u7u+4+P/j6IYabdaTjduf5biuK3d3d3o+px1aekUPo4q+xt3d3bj3d5fiHGMfv6OVn27/G8+X3dywujd3DjhdHzq4HHZx3recIfx+pfG7W5Ct+Xdu9ve72/STi+45r6G3dzw5ccVv97d2iQRTY7P9Id/H8KXFbu973d3dwRQ3rTxtz967lxw4927vej/mfCLW66cbpijFbuPq3u4/i93egAfPoaep/xsfW7dO7u7uIcuy4CJfcNFsNXWqY29ugpTPc7f4/z7e+Bcuj/cbbm3uWD/d2FXjV7d3HxledDAyah4vjbfdu7uFmId3P3vejn781/hY1d/v/1JCvwZ+Cfe972/Gnu727u7vd3Lg+ReG3KWpHPxu3d3cvs/7e7uPj/41sh/l/aSsbe7u7sbn723LvQRPwwneXvRXCl3d8jXt3Ll3d6P/G43cbxb3d/ELF3d7W4w/Rf7/Cm3lx3sV3cVvdxtAqewpe33u7u7uF3F0f+N3FbpT47u7ls+Oc0Hx/yo8nNnUbd3cVu72ZC1i35dx8F/hO9jsz8v5PQ25e9227u7ufOz0BVAB0yZCTGzpKL42WF2ZlTR/tuXd3Pe90AyG1vH2nX0teKS9gz8bfywutfj30pqu6N0iV9atWmD5Ha9Rt3FZchRVy2fD3C325e/grvuk6NFX8bt7u7udi1K5csKtVgmhz8NU1xZfrVxt3d3u05/e5+DPxIoXiFS2QnNyS+sbs/Ly3bvFZ/d7s3G0P/WSDdh11Y3d3DgMq8uO5cb7u9GQ9s1JoNP6aX8bd7e3d3Fbis/uFo/I0iXbGrne9cbt3e7u5e92FGw90Ezy3ojV+NvYrcVu73Kw7u4roysN94ssyq2Cf8SQ/8/8Gfgi3u78ae93Oe9u7u4rPhM9Rz8ibCrrtPjdhUfHgpyt7fu3L247S2MwXHmXDOHj7jC6u8gnOrfG5XPe7uSK232f2e9A14C6rOfYGsUyyRO8NRV1Q3buF3h+hMqpWzNhW5bcvPeQB/4noZbIm0K+R/hSmEZbV5W4rFYr3d3FbuCKH71caR3dz+7c/u3d3FY+MrzozJnVqt3qoUu7vbu7u742t0f+Nn9t+/d3dxnK7e38aed/G93d3cViGj3b3oA8d7++2ht3d7h54tvvbhf9/t886qfwpu7vd3fd3d6Cav8b3fsVu7u58u3t+N7vp3G3d927u/L70fNSSvjCGy/jdve7u7uJcd7cbVSun/wpu8t27u7u52vY+Nh0hsSOPy+4rnPfd3eQL4Y8+qjnKfjSvZ8sVuzNG3uK7CrpYBkf/tldFL730H8Vn5I9be+7uFHIgD75dXGr16H/CkuNwVvyxXThR5/u7c/uj/xtX12fBDQtkipOq+Xv0ne34dIZiIXfhV+p53Bp4IhTG5mbN340Tu9ve3Fd3d3HxuuRoa5uo63qUm/UbVwdty1xzdhZyt3c/ttLt+1OCiD9L+N2Ky2927u73c7FjMEwPX9+mzXK9UrT05f+7Gy43LvEPexW7u5+7cAc395EOcyfjdpu7u6LPjt+N0d+D9+rIPxB/hS73ve3ssHFduZAqvgg258fju73bvR9mmm3/xt3t3u7u5e729BHM4M8jj7qsc6Xrfjd3P5e9l7/vbn90Zo90cc8T5tXp42f72Xu4rtz4cPd70bDzpNyb/G3dz9393d3L7H74YcPMvL9eo27vd3d3Llu8V0f8nao3+Nufvbu7u7u7uXB8fbeY0sSeCL/jZWO3vcV7cKNRbPcsZCk/h+4+khhL5dL7+2NlxT67t3GebLxL+7nhR/4Qsh96tj+Nu+K3d3d7d3ePj47CGofeJmV+Nu7vbu7u73Cjz/QVRkic3l5CzK/G3dx1Xstu93be4+P+zQx3R81/G33P24gHrL7ysWXL7VhpXPDH1yd/Q3bu7iHvdplyxWKO9IqIsW/ola2kWH58oYKR/8GZf/sLmL3+KxUPzRk3407uNrbiHHPcu5cd7bZoJwTUMjrlc1iOJ06Kvsbvbu7iu3sQ4IeW7cFwZ/DD1yk5VEiX/XG93dxvK4VVvpb2P4G4//KuibMmrfG3Lh+v9dlsSwu7dyVye7eO8yD5bSdOtcbP7f7EPu93e5YWMqmRzbLmL7LSW3v429l74Fy7L7t58u4yhzDY3Py4HtpfXIk+Nu93P3J1Xd3e3ejYQV6yzmGjPfEgfl63vY2TKv9S/IlH127293dyIf40H3xvniRGpK9Ibu4ru7u4rG8PbxWPjnyrEsDP4n3G+5fvXG3txW7u4UGpbgt2plN92MxlOMblh42bpP3eQk6qfQ27u9ufLVrdvbuK6NpjB1nZXfaKX0ttxu4re7u2Xvdu4rHxpAPWrYi/+b1Zhx3ahHL96WNu4rLghgt67FdisvfZ6DCA/4a/tlh5sL9Ru3d7H1P7d7dfhvLHj4z/rDSfYXxuy4X29hJPMtuW9+WWGApH4bogw9YJ2Ks9O2pwf+Nvdy97dwk6lzJLsV7mj/7tbTav2htxCw93YrKrTd3fvaassv5f9JsbEMHf7cVl9uK38Q5AQgj8PdNr8iK97GxDllt3EOXe8Kvi2/vwfHN2W3DTmeEf+fG7iXBDjvb7u7u5cGUNozmx/4NPBIZPTsfjTvbvudh3d3u4+C/x4qpyI/hS7/d27uf9uM8e+7o5/GxXblx7vefN3jID56pkOZo+u9PD93Fd723dxlU9dXb1HD+X62sbad3f7tw+Kwse2FWpvuxtVuFc6MY7cdzDfv/jZe9uN6dvb3eK3GQH2Ul7FH11Y2Jfe5/twuOfL3ijFY2r9o+Ppbdl+t8bL3Lbu7u6TuWF24yhsPT9y6G9+WNvbvbuXu7ng5zhbsE0P7Zdb43G3bL/fQ2O+u3u727vcdquj/7Z0qkj+Nu7u4rdxDl27uFXrHxzu0SJVb0tb077cbuKxW4rd3Pz4Tq2+fB8f8s2TFKdNHG19P42dlvbl3bvZ/vZ+90bXlX68yn42Nrdu4rd7d3cKtx34Nof/L2+X/7Cl8sHEPu7t6Sy4+7uj/xst9zOu7u7l724+P+GOPrp6Hu/je7u583d3t3cfH/LEmUut8bcQ49273e7it3Hx/8hYm33Q27u7pWWNxWIWD85787FY+P/dyUn4Uvd3txCod3d7vRlfDZD/1/EYQZl/+QE+8m3HaW2X0/wod9itz49uK3d3FYro/3G7EOPZbFbu7uK3L3blGV8dbBmWq98aRbk3Lf933du7lhdH6DSGZmrjqX8bd3d3d3e7x2nb9PMHj2xBWQtDb0TvhRV3d3t3o/9u26pfuTlCl3t73d7u/R/427u7u7uXHt/u3t9tNv8KXd3fcsO3e70f+Nvbz5d+fl924/fOtcZsfG3eOrbtgW3s/u3P7o/+v2bfK/4Uu7vb7vK7Se3433Lm7vbu7u4+P+OoMuQPoX9jd3d3fd3d32+/DHv/G0i5e1Pi+3d9uIea/lvng70+X+vCm3cvdy2/bvd6P/GlcS+9u7ufiu7unRlOSu+cYc33C+NI7u7u73d3voyHlxPM74Uu/u7vd3CDpXbL6ek427+97u4ry99vRkPJTOMmTl/9Rt7u7uXHe72K3H7bPn4NPDhr3Sj8tY30vtaqNEuFB57LbiXLd325pWP11KIWgwmJLffUKXd3dve3d3cvP8fIq7xu3Fb2K325fbuf2Pj+MPuTKpzSNOu8bd3FbeK35d75e90ZVOf/+Nitx+prGIHivdxXlxzFa2pj/9qlGWx4+IP93l/T3G3u7ueu/32NrupV+Ub/I4kfPfxty+X33u5e7ltzIfpIjxdfS+FLu58d7d397u5co/8bd/e7d3d7d3dxtD/n143e98b3ve7itxWFXKyR9Y2h/+EVXJL4Uu/Ao2Lt58uPrG+70f+FLvbvd3d3d3ejal/9xu7uXHt7u5eWOz4Pjah92+iS78NoheWl/+xt3dO7fcMj4tuKNoVjaBO0SjJD0rVqUox/F3bfxt3P7e58txD3sCHmloOUm9B8Fz5IPou8oX742+3L7s+IXiZpZbPWG0tbgfHMsZFmE8a2c+/ClxDl9u72eF+7uCsf+NxW+3EPX4d73bwXKkCr6kMOj/+Nvdu7u/Fbu7j45zDL6l/xt33l4eVx3d7ssLHx+eBRGo0XJNl/C0/v9/3SRi5shD86W2cGfgnJcvviu340ru724rc9Ltz+7ej/4akCEnhVwV6uNu7n97LgrsSP7ufKMr5pjWnxt3bB+Xt7b0oqrLbu42h/7EQvE99/G3d3d3dws1bt3Pg3H/YpCL725X1S/afjbu4S2kfN4d2X927u7j9DbhPvdjRC1X/Cm39+247e7ve4roJKr7G3+7G6Hx+Xb2KMKuTvb0f+XjPkTsV2yDZzS93LG7ndduf+9GwSj/Qg47r7f4d5YngfO3ez5dHyDwifaMwX/G93t3d3d3uX0fLro95zLRAoyKnL8vWN2+7u7isnaW7u42AAHw0mMaw+6+xtxD3OWLfd7d3d3H6mMdww6C27Xo/jbuXLe3Llu4l8Q97o+8vF2d7REqGX36SG6c5hldd/duNwQ0fz32CaGf36+t38bu3Pj8tuXe77uPgqepx3GXPjbu5YHy7d9p7u9smp6LteTzvVwpd3vum9y9/x+qkVeSNlz3d3c/t0Th7vtjavG+3SDuGYvjbu77ve7vToyvt0Ivv7G3cNvPxGKm/l6V9dvdl5bHx+jU8bEPh/U/+JEZ/5/Bmu6C5bue8dpbfjqOcqZf1uhpXfe8Vu7isViXvdH/3PUoZpdxt/e3u727u7u4+M/Vyvbr3Cm3d3P3y+2+x31ltx8fl/7xt7vLj24TXjn7c/u3yrvEV/jdvdxuj27ufufLujnD/a9bo2vrfG7c7BOq5eW+7G8rl9xmNr4d3yuKxytPbO/TG7o3d3d7cPvW7u4+P/S1e/uNu7iu93Ph+3uE61tXgES/dErXxtbldu7iGF2fLvLB7BFD5k66lVKi5hu/V/jb3hgHydWbfbu72IYWNxtMDY8k/aNScP2N9vYrd3d3O1+O9vR9WvmPpvjNzb/Q25NuW7u7u7u72/o9lQm2jefsbe3cvu3d3cPvU8tB++m/w2FqvY3d3JWq7dz+7svFZbBeP+dVFUSXxt3cVit3e3d3d3o5kTDn3dDzspXfqFLvcuXd3d3dx3w+P9wpc/L93SG6XYVcJVZ9u7j4yr1xu7FYrdxWfiu7vZYYIx9/K/lafxs23bu7u73PC7je/CX8r4He1jcvcsdve4rFbuJf0ZUvP5uOfm+y7XfDZD/y+NY+DP0R340S7u7vd3vd3o/49o0+gdK/jbma78bnd7Ljcd7cbj/kByxBZA/rtduNuXvdl4rz5txxXePgqvzQLn1+NljEsHu3dxD8+OK3dwRQz9DRneki7OX6/GxWvuCjstu4hxywfuysWMoF49ysWnYc4lyb7ffpDbcU+t5Qtu3lt7d7dz4P1bOaWJJ0nSxou6sv+ko3bjsYpUvu3y29z97Hx9sn0SNiGh38bV0u3e727u7u4/fSpp1Yblw/jbubbd3fd3d32oyzP//8bd3e3d3L7lt3ejIS6//43a2p7bDfAuO7vduK6PumnUu9SgTmTdC9Uxs7Sx29xWNrFZm3LZ4XaxPj24l21uKdfQ2Wl27qVdG84lw8uyV51eATB8Odv8dw7XFmVn42rW+3d329u7u9H/udGjokj742fH97t3d3d3d5FUyQKt/1q427u+3cvJ2j2e/Pe9HyV1zoTT+FNlo97uX3acfybjcu3lY3TcV2KzvLdu7vy7cFwfdlNE/chTp36Y2+M4Fb2773Lhcu3zJN0k/jd3e3d8/e7d5kP4+UUw3qy5/KY/4M1xeCfxXcdpZpvxpXHVe7d3EOXu7iXLH6JUuNTNMtTrfxu7ctHFb8u27xumK7fvS26SG7v9Ruz97ty5b3c+e4+P+n6xqybmoHT+Htit3d3d3PmCIC4H/0f//G3d3txWfHc/t93oyFobpnoi8G+jq7jbu+FvZ/bzwc8C2W3o//wzQ+Nu7y5bu7n9woq5boLr3I6Ll/7obdxW5+0vd297u5N+2w1f979xu3d0xXd3d3P3sbAET03Oj/jbu7vc/sVve8ZQ2GHo+jCf4fxty5d2fNxWfLFZ+7fR/+Hq46fcbLbu9xmxcJ7Cjlb29GYYvj98f/jbu7vb3d7u70f+SPLH427uK3d7uK3d3egqvUz/fuvbG7vd73d3iHn9GV4f5JyZXSQ2P1Fux1bEMLt7sKOj7cfH/wmNCho89Rt8Lt7u7u4rd3e3h6dY4dWNne6jb3d3P7cQ8V3YVcnuj/5qt3e1hS7it7dLYrvd3H78bL7e7u7u93d6Pt3KSnWjjLBp4JybmZu992/Uadz97W8W7dz4/hUfPYJgwolb2y4H+U9aX33Ubd3d3dy24rd3c+DMbX5bD/1/G3cJfRbisND9ZI+tar+W3sVjTGQncjc7bRmwrWuNuK3ey45bEKTLbu7vRv5+VUaOvXL/tYU2dh7t3L2ohx7u9G/wps9bstvd3e7lyzK/D/d3Lt5e+3Hx/yn0c7vjb3efGuXvdu70ZD32mpRet8bsVit3d3d3c/Ofdj9Tq6NRca/GxW7lx3t7txW7vHxtRHqeOsV9/43uk727jtLt3dzsW/bLD3ZtGpf/Ube3DQrjn927fZbxW70ZXhxbn2/jduK7u7u7vd3o/8tTdu12o2Icu0nd3Crk+Bbqt3jKG16P9V5fpfGy9tCx12v0e3Ph/29xlDM6U4UlTKsbYo5GojQGS/943293d3dy4583o//pq3L/d0Nu74rd7LkQwtznlsbQ/tkGGzlqN/ZLqNu73dy473e3cfH/pE0vf42ft93uX25fGcXsmkQJ57JI+Nf8bFbvP93d7u/R92tMZ0DlbmrXU4bIs/sfDf3cGfheX27uXLmgL+eUqL40txtbd727hp53txsL7XMsJd89XKRWljbn98LKituO7u9jqIWxtD/vfXhra/jd+7vu7isKOXcfGbcdTTZjRlHz/G3d3d7u7u7u9H/5puV13jb8czd27l7u7vbvQTS5ch6lG7+Nu7/d3e3d3d3o+jVwvr9bMu2EN/R8bP1K3bUl28Vu7n56WPj/v+Sdeo3d3LAt25z3+9/txXR8unTNFlvH2pNT42F1bLbuK3cVu4/5xXG4+P/hnu61r8bd23dxW5cblv9vejYFRZqw1yN+Nu7u9u75e+3oyHmTwTpZ838v6+N3dy+y27vd7uPjSHua933Cl3D4jt3Ll3PSX27jID/sbd3Lju3lsuXZfTnDQSwo2HwPdzMuvQe27u4rcvu7gihuHKDApuQf7NI4i+/Q29krz8zwdfpe9uf3R8iVmqZcoiH/2Nu/is97fdue8tn7vbjKv31zWRX8bP+3cVu4rdy9z9uXRhDz1aplmfGzsWW3Pl+3FY74uJXtMgxCy3/xtzze3d3d8I/rV2f0FVOPSeDPEsRuOx+FqtB/P6+mnP/gz7DhLjtLNFR/G++NK7+5bt3d3u94+P/03Rzy+Nu4rLlvbvbuXLuTRue6T8zFeToPjbu7u93dzsO9vRkPo+8LXL7/jdxtbK/t93c+3bjaH8VXTEmnetLG3c/3d3t3PR3t6ZEjOE3MZjqtj8bHcrt3H6Cu3Lj2ryvejIf1GOqlj2X6GzljfhfFYhoSvrvu3at8N98+/8bc7bu46tu7vYyrthRtepRav8be7vd3+6V3d7ZE4yY/8KX3Ljnha3z3d34+CoP/G3OWLuxW727u7vIhz83VM1fhSK7u7u7u7l929HO+qGzmgh96uEXbu4re7uPjYekEb9MOl8KXu9qdHt2nufLjcZXxuxDR7Lbu+fHuy8+WP1MtW0vNrTZtfGxXdz+7e3d7u9H5s1//CkuW33d3t3d3HcWPj/wpe3e3d3dz47242h/4Uvd3d3Ll293egor427u727u9y+9xlDPzbwpR76EVBn4cLP025Tf3D0z/Gldywfjvb3du7u4+P+QJOi27v0xt3d7lw9w23uTq3vQRX5pv+xs+WW3P+3cS+78skeuj9s02rNT0yNvkxs+B21bitbe3flt93GYjH75Yhy2RjztJ36rXG7jfWKy8Ud25+/He3oz+1x9tro/Gz3lu3d3d3d3d3BFX1ZHFBGuuXG5cENLV4z3Ht3ez49j98MrgdbdWY+N7u+fHt37u9GcY5N5396uFIruWAre3Fe7u5Y9tfjbxDju4l927uZJ0W/C2Lt8zi6ZEi7fxtwo5PZbd3Oxbfbu8fH3Dsdnnwytr8bd3d3d73dz+zK26vmpmkNmUEq/8bd3cuWWxL3fey+wTB/1817/G325cu3e7u5csfGfqGdJHy+u7Q27hVku3d+xijl4l9jKH23wfYiw13aOdR8bcvLl27u/O3e70f+PFEzOB97427h0fNhe3u3cVvegk/Ug6XUfSl/T8bfEOO58e7d3FZ+90Z/HLirnu+FNht+e7d3tJ3d3e343l4Ved7lu3dxnDt4zvnPYSaU0T+Fp/P969JIxX4M/BOa9yr2Ve03407vcVu5+93e3Evo0g44V9/8bFb293cKtVvYt3dxtX8qxlLf8bCW0L7hbu3d7it3cZW6NrzXv4D+mOoJf73G1eV2IaRue+7uN4Oe/x3aWqRVOuiLVlqcY8S/+4U3by+4UeLbu7t0bXMA/8bc/u8Zqe9y+3d3AOP+r4lq8c+N27vdyTd3d7d6MIej5uico4/jbvbu4hxG8idxXa3J38foZdo8fW/yqTtYbYf+NufLu3d773dyIfJtGy/424hoK0qoW3t3ty/dxmMrHEeZKzlf/G7d3d3G1Ly3biuxWfjaGZ2K62rB9557427ufdu4be3fOce6NNvj7e1Vv8bea/xit39u4l7vbjYWGZCi7j0808wX/G3d3t7jfr3e5eRXeTM3dkvY2K3fbl9uIGi9c9+fHHx/0Ux1UofzqV+Nu7u7u7n72tW4xD6P+23SO2y/jbn77u7it3+3FYWVfgJg/7JNU06/jbu7u4rc/u7nx7NGfwmFzenL77qFLl4UaXbn9xuFXF252C3bfuNu5fZcH/uy24+tl925gBE/G0kqdfwsS5/u9ka04VB2uyEEB4bhPw0Gi+x2lr8uzVv1D0+dulbnw+XiqRfFTk34Jdvb3uREV640ju5fb3nzz52+FH0ceuywre3u+REX7ThN5frXBKV9q3l5ERfD23t3d3Pj86RUYxLZo6Q3VUS45f61BVvd3doPvfIifgl3d3t3sZf1FXBLd7vd4x7gl7uK3fb8PXc+P8uPY35+ekT5NU1/+Fdl73bufCIiLGpXNioyDlF/xssLX6Z/b0LpfG2T89IiOHsk482DBnH8FRHu727z5kV6QdKW5qu+9nzIr6hLUHf17h6Jcvvd2n7Rj3jE1nMnIP8FRLu926U+dt6qCm7ufy9q355ERXrgpLYVaP93nzIrWnjTFu90hXc+efPFqmn/yiTy4DxgAAJNVBmqAvwHn4XDWO0Oc3ubm3CF+fL/3jeM+Ur2MsvFbvbuZAmvjsusw/cqKXxvbgyu/6l9h70ndH/Gc3LKTNaa/D/GWVv97vcV0y8Im59YT6N/jekXNyEnt727gvG0XW1thptORfqa/h/u7vFbu7i5Da/Nav/8bwwMq8uOe5dvbu5kZF1uP4Lskh6nxvLhcxDj3u7u7mQ2vthl2rkUP43loWnDD9du724rMhte1Yu4cW1rfD/t3d7uSN2txz+Xad3dy/qrhTloEF1NqfZR6YcXb/TPWZGXxvLj4Vet3d7fMiWy7TDsaVOS1DH8bzD4yy20DDLXZ8fl3bmQu+1Zty75/BB3d3d3d3FypLN2+OvUNn//gg5aO7u9uOrYKwXQq5Uf9e4IOXHFbuX29noZAvbLt1bHNWZ8EHn7vbl9v9mQ2vKlPGL+CifjPd2fvZkZS+T8of5+XL3dJsVniZGXn43xOuNHwpy0P+M9dlt3tz4ZX43ssuZeXN33bxdvhE5tWfq8sDRfEgijtC23v6Av40rut9blgXlu3e3lt3o55Dw7zejUsRojc/xu3cuBRsXbvYVfPe729HOqOZXl0Xnu90f8bd3c9LsVu4rPjvb0f/VuQ6U/427uK3FbhdV3cvctv9j4/7txkIOzSt0b42727u7veJYW7j45/jW9iX4Uit3P3exW9u7u70c/hS7u4UYy7e5/buO2LAMI/8KXHanN76LYrf7dve7dxXR++3G7it7dxWfLLYrDwrl29HP76sDgSeT63sbe72JcduO7it7FbjIDmrOSh1J6BC/1hufG7P7tz473u7uft93RzelSPNr2SDHr08bLdlt3dz4Wz8vu4nejn5FDE2Un4272fu94/cey24rej/u1NUYTUJfq1xukKxR7l6tXPwq1WesXb0c/PpZo9xy+t3INvZ7C3f3fC3d3LbuMoc/Rx+Crmv43ZfZbt3eK3cVit3o5/JFiJWVtdWNu7l7vYrexWK3FbuOY5/Im6X8bdxD7e3e3Fbu7iHKP+uNlI20iPkl+uXG3d3c5x349vH1ct2fBlDT+nj5u+N29u7iHH933s57nPo2B4jv/hnPcNI6j4ZMf7rMkP4M/BOW8VoT3TfjZcLh7l27iHG+7P3vcwDn8J2hGttR/xpbt/bjvb3bu7u4yA5y6ePDDpS/9Y2el27uf3HVc8YHvu3o5/HrJX42eF263rs+OIVD2W7Fbj4wh751Y7u/obG8We5b3EPsV3Cjldn4+OfwlYzdKX6/G3EuFu7dy4K3xKwJaFu3AMjmmGHvIcozExb0fG7exXu4R/Md3d1tHsZAcNg4OC9tG0cuhRbWhkh8bd7d3dz33Yrd3cfHP4d4mZuh66cbd3dove3FYUGlvFbj45/xEaVZtfjdu7u5fbngKy2rsPwt2Pjntj13oKh2HZwfG3d3dxWPrZ8e7t3Hxz/YffRDHPxu3txDy2W3Fbu4rd3GUP7jmrhxCpPr+NI7u7u7u773GUOf7ftVNUL40rfdu47IFR63FZe3LPhbsE45wic+CUxtU3RG5+o38bPfdu7uK7cS8tu7jOAVjmq/9qw4JP2iHV13jZ8fBKoNYJVbf85y7PAtl5OniwRAWQ/DsuDqSkBZ6m+zh73Ysz5eht3Llu7hVojHi3YUVey24+NCH+ywSf/IK10T9Z/Gkd0yrW9juV2XH7cVuNwTX9rfy1aX/6G7t3e3d3cVjM46pbuj470UtuWtbYR0Xxt3c2vdl5bbj3du43GlBm+x//4Zt3+vhi/ZwUGfhc173dzd+N9/hQS9u7l7lt3e7u4yA0h8bVrdu93GaqO3cuCux8YV+QzpO9dpjb27isMoxXe7u4rdwTjeT0ypVZUtTfcv7dKN27u7it3cdVWp6lstjtgbjn6nyd/ScYu0nxt3cKqvd3LduK3cVj4//LyVl+VfG3txW4rcUbu4rd3cZQ0rwm3ftD3+Nit3cvf7t3d3L3OeCsfmmRGklaP/jdit3cVu9vbuOtgVfP9HP7MslQyzHxstu7u7vbkjVbhRsCux8c/ct5/0htxD3f3+2Nu7FexW5coIK+tlplW+FLu6TuK3d7dxDlx8f9jZ8tuW7u57lvg3HFduPjn9k2HOJyn427ufu+72K3d3ejD+SZhyfjd2K3d3dz0e7d3o/80brms2/Gy2KxLlvbvd3L7f28EQYV88kn8bctu9u7u9jvne3GwHNt7U96TX/gr9Rt7cKtQr25ctG0reKxDSjCHsWZA2+lqp+Nu7uK3H6bvb2K3PxtDn7VlX22bvqlatBSXnvPl27itX67c+Zb0f+Nu5/biX3eOrblwd66P/OIx9I+ckv9H28GfheVe3e9934e57fL62+NK7u7iu7itxL3FduNoc/x5DbUkqX69xtz493d5+924WZRzgJg/WXcMuKSy+Nu7u7iXLcVlt7cvsbAf+asy9a43dnkWwuNXZcLYrd3t3o2hr2rOoSV3DamvP91vjbvbu7s3d3l72Mxz9hlfFIT8H9sbcvuW3e7isS9xXb0aV8MN9wZMy/1X4293e3d3itIve7f8b81u/xtxW7t929u5+HRU7cfHPzzgntmtLG16t92WxLy5nx/u7cMD10f8dPLJJ/mb2xu3dxWWxW7u7vFbj4w/w91SLoeX8bcVit3cVufLX83it7FY+Ofm2bJ41+N3bn16BTLe3ctiXvdGFBy2Kt1/0jCtSbte42K3eJfYrc4WDwst27uNgMK+VanPxsVuXDmD7e7d3FbvRtNY6bGG9Waq5fhSIfZz7X4u3s/P7svd+D45/Cnit3L3y29iHHe3o537jdufto577Ld27u4rcfHP8EH+GF+/Y3Yhxz3NxWK5cEPPHLP7sfHP+EtJIS23XvqNu4rd3vbu523Z+Pjm2MrX9ufGt9jdu4hgW3Lbjq2kGpW5fFdHP/Ljf/haVRf/P6T80FPMGZf/oLy/Te47Q4cpt5ciH3+Nvbu7u7vbu7uPjm/Pj/xfhSfLt7t7no927uPjn8Kbvt3cVu7u7uZD/xt3d2nd3fdxW4+Of2+nRy/S7jbuK3d3d3eX270cP+0bMfSekNvYrd3c/dxDluW3cfHPSPkqubNn+Nu9iHu577Fa2jnPty24+MOs19bqOgyvxt7PB/d97t3dz0LdH/RRsvLT4242r327u7u5YN92Cyhz9PynQJWJcl+Nn9lt3Fbvbu7u7gihpBEO8jOVsiN7CVmbx8bPe+FlsketuW7u9u7j45yaOZXuOJHc/fxt3cuDPrtxnB7l3YrLTBdDmXd6ZO5bQuSr425+IWLt3d/u7u7gih/x6HbHRS/7qNu7u7u4gYPx+Ng/C2WxLlHD+aeX+CzSGRHS0v2q42W3d3U+FbTruPPHlBWyRYyVWj9R7lSjGpK7QzTXNsvjd2c4WxLl2xW9u7uKx8c01cz4b+Puv427u73d3d3d3o5ppy15dHEX429uK3cVu7R+pV3blj42vS8PzK/jb3d7d3Fd3it6P/HzN+U/4UlsJLVyd63t3t3e7jKHP4Wv98p/f9Ab6D7An36E8GfYXEWW3eJce2/P4ysv39DRLly9uK3FYhoejtsVlt6OfscVxg8X3r8bcvvbly3d3s+CuwXjKMekCYxAHrJKcv31jYh9tzd3e7Tu7vR/4bsd5+GsQ5fVt8bL+7it3cuOTvr29H/rEsvrfjb3d3cVu7u7u9GlebtquPF/G7d3c+PZ8ttLFYlw+XR/ZA303Cb4I477xu7cLKhV0LduW1au/LSb7BUHP6iOX/60alfjY/Q5Yu7e9xW7n72Nof/dHSf8buK3d3e3d3d3o/MhPN6P8v/pjbuK3FYhx7cd8ndxLxWPjKY+4d+2RLvrGyUevFbu5+K3cVvYrC7SgsolI5VKDDNByuir3G3FdhZW3txX27nwV4+NIXql/jyUu38bd3d3d163uIcLdhZ6ja8lU1ue/jd27vuIcd35YhpdisbQIiNtVx5wsMXcfGxXaN5+Cu7e7d3FbuCqGH+20785C0l8bd3dz97Fbu7u7Q+NIe4zcZVXxswvub7Lb/b/u7iu3cdsD455cHXShdR6OtvTl99VG0o+7sV2K3FYrc5Ytz8uY2AynPLh7c/S7jbu7u8Udu4WVd7cfBBXlgOJaznUl/7xt3cvd7d7d3djFY+NIfNtpfC1/v+5/X+KGKLBn0CQ17pvxpz5biHu5IyW9hR67d42Az+JLPqOMufjbu7u7u7u7u43kPj7S3R3Kfh7k/jbnwKLR24rP7cndNy270fdx/NpZrhvVLNayr/jb3xW7uIaPZ5ny7cfHP8RBRZ7jYUVu3u4rd3LjiXty6Ofr8cp/GznLt7dxXYrd3d3Hx/7l3DqoisJXp4UvbvYrL7d3ckeu3HxtfCl3d3d3d3dy97G45/G3d3CzVdiHDnLtxXbuPj/wnb77+FLvb2K3d3d3u9HP424rOwW3t3d3e7uMx/ww5GP/wpEvb7u3cV3csHdvJVaP1rjZcsscfW7d3t3d3o0h5hpx6RB8bt3d3e4rd3d3o5m+7YZbH+BO/b9/jbu4/QKNRI6Xb25+71OPjn/4do/xu3u5cPlu+gHrtx8YV4wnR5y6c+vaG7Fbu9u7u5+724+Of5TnMrZfxstit3LbxL3d3e3cfHMcKy89aSTrn4Uis993buXu7u9uKwRQ5/G3e3dy4SNx3fZbdx8afgjH437SlyuX6/C1/3P7/bhTczCkuxN5gz8Lmd3e5mb0XHxDkPcv409ufLd3c5y7c+W3lujm1Nma6Mr+Nu4rKw9272K3d3cEUPlzmjSZD5Qwpfb/G29znC27uX25/vbvR/1iLO18beznLFbu9u93cuUEH8yy1y+vWNvbiuxW5+KM/vu3j4JIHLffdbMJPo6+ht3b7d3ez5d8LLYlgPjn75PjDbfxt3d3dxL3fd7Ly3Rpy7KcO4a62qfjbvbu7ufL3P7tzAOZ1zXnB3/jbisKvWf3b2O+Ly3bu4+MIeHd3vv/Cl3d3d3d3dzwextDn8bd3LAuHOXdranu3d6P/MjDLfjV5qfG7sVvdu4Xbl27iHvdHMN/dSkTMp7v427u7vFaNwu3d3FY+MIYYdKi/43d3d3d3d3FbvR+ko2ZN8Ij1RWfGw29d3cVhVyd7vbuC4NIQ0vk3cdJd3skTmY5yX/PoPXe3d3cVuK3NGQ03Xhue64fxt7dxWXhl1CnJy97slanblH/c5wYssg7jPjdvbit3ctvbu4r0c/NMkYZdL4XobH8jnLLfEOHYFbu9v5+W6Nr0yb891k0ff/G3e3cdo9ltzwt3dxsBh/h5ylWn/DJFfb/lUY//Bn4amZfl7v7n/xp7Fbvbu58suNx3tx8c9I+rCV4e311CkuWW3d3d3dxW4rLCjh1pONv8tisVthVqpCt7L30JmUWyVqBNAogbmMxhC8gJH4nxvptUVXT2Xt427uK3LG7qTCnD8smHS4IPimDmCggEj7bv3tN771uyfvWCAcL27GxWNqFnx77d0buyQaIR+OcLaMdBywOY5w47RekhAo0+7uX2Wmkxt3dwl6Z9yy27t5bcVj1djYDa+FnCFTT4t97427hgEZ70Y8TPL8E6qZ8W29XYUmwlbitULmDmObYm9oSJ1vB4RJ2TtpR1AS6WTfG0ytFt0q/uft92/DnCx2K3Cyo+OfGsRFhNxrk9u5N+Mcv42iebj/ZbFZeSvrKxb4NyyRwWwTAUEYlwR/h+z3gk+nr42F3J/VxBq+2W5zRuWp0Ah/7fee2JbsVj40w1OK3L1v3g4OaGL7B8wcSkv1V424rsUY/59lux9S3ZccVnOFsZAEBzvDlN63Sl9erdDeVJl/vxtT1ltz+yVUtuJcCqt27vRhDbdNywkbwU/R/xt3d3FYrcVu7isVitwTASHJqS1vSuTE6Jyj40jn56Ezhvu3u3d3dwTjCF+NxLeppp+1+Nu7uF1b3H6XYru7j45yKXI68PEV/rvp/GlcVu7u7isVu7vcZjQh/jMrLn8aSKy4W3LYrd+Xbit3cfHP9qYe40/G3dz0dznN7d7d3o0r8mh83Tfwpd3e3d3d3d3cfH72sbsVy93Jn1h0eu3t3cZAc/SYOkrrCMYb9huf7tI+v4M/BOZ0x2l292/Gibt3FbudhxW7uZ2k9jKBZu1UvjK5bT42+3exXOaXbu7l9GEMLYlskGOqhGy/fqN3c/ez3Le7FdvCzgfHP+snXbT43bu73d3t3dy4PjTbswVzT/fX7LK4vUbV07sVty93d/t3d6Of1PDCsrNt+mN25+3nON93b8e7FbuNoc9CDbkuoEmou/8buz/t+P29xW7isZAbD+bHLTWTfxu7u5bd3d3u7j40h+xq+ZPpZdP429uFX1vbnhdu7uK6MK+j5NAzaO/jfd3dy5u7vbuFXqOfDLqJ26YP84q7xsV2f9u729j+Tvbj4/8z8A9kQz6vSG7e7u7iB9ltxW7wVB8t9bQaH0/Cl3G5Nwu+CrRvt3e7dzRz+NlsV2P6CsuL1s8Ls8C29uPjmr1m1vBr13mO3+NnNLt3cVj9BD7suPZbcbQ/HR2RDKwKNJSKLvbxsVzhy93LabjOHFduPgmVZPJKE20lD+Nz93+3t3sQ5bu70c/5VI4UvjbiHC4325bFdltz4724+ObMqmre5Wk4L33XuNu7u7u7u54OIcLZitFGQ8I/HVfpqrIu4y/xt3d4lx7t7e47UTCtHP9qDENPQWv/6vuvoqRfZwZ+FyR1eXuX3u/P7/Glt3d7u7uK3c+HuD45+k5X59vfGxLl2FHnu3e4hRu7l4zH8kruug/tV/G3eXlge4W7Cqvbu52C2aOfl/gi38+Nr8IHru7d3d3d3ejCBZ3IfPanfrz38bOcstu7ufHd3d8HbyIc4cmqnuSETp9b4272Ky+7c5y7dy490c/9KND2j4fG3dy47t9nOXb258sF0MIZoKcViYv/G3Cr57t3d3c/d7cZQ5/2CB/g//5f9cbd3eXlyx3KyxnXXq6rcsfG1/xBv8gcv4U27iHHu3t+Pdl72Pjn8bFdu58LZz97B77u3fRz+g5Z2U/Z/Gz5bu7uK3c8Ld3cfGFf7uWv427nQFt3ucsXbu7uNgNKvHZDLhrue/jb273c/cVuK3s/uj/hBrsVXLkv18g29ijxq4UbD3b3G1t9Oj/92lV1cv71jd2M+t3d7cVu7uXjKHP7Nx83M343bit3cvtxXb27uPjn8w6QLtZZf/cbe3d3d3L3tepbLYrHxz9215LvXGxmMX+st3Y+reK3Ly23LtxmOftur4dEaj/8bd7e7cQwcKOT3dit6Ofqwn1cVi1dShkz/6/Mg+BwZ+CLpubvxolz493bu7u5fduPjQoPbT5oh7/ts45XqNiuFxWIV4l4zVYXFRRoR+OfUe5dGkG2KzYFWopvGo8G+buX3X42Kz5d2F3J38QNLLYre3ckbQe4vOlG5299cHZ6ofjSW9u93d3Fbu7j45/SsS+lozJHxsVu7vbu7vd3cfGV++Z0vxt3d3d3cuPdu+gqOrXqe/hS7vty+3d3u70fl9K/GxL7LbjaxL+3d3t3eja9WYZD9xt1NwV3d3u7u5+ruUf93dO/wpd3d3d7qcHsHe3o/8bd3d3d3d3d3cZAYV/PgZj+N27u7u7u7u7uPjn42g+X+Nu93d3d3d3dx8YV+aYYe/hSX3b27u7u7u70aV8KYrd7d3dxW7u7jYD8v1cqQ3d3e3d3Ndu7vb9onxtP7f42K4rFb7vLju7uQB/1Hvw37427uK3d3d3d3vR/w988d0W/je4rcVu7uXvduJcflGFerMa0rHb8KXd3d3d3t7u9HP4W5/uf2fYxWDNcmCQl7pR+NEu7l4rEPf7c9x7fC7cbQ+dLx/X+40l2724re7uFGqy2KwTQ5zB/JRC0/olHrv1G3d3d3d7u7u9H/d3xzxvaxu7u7u93P370f/acE+P8bd3d3P7dz5du7j4/+T0fwpuK3d3c+Xbu7vQBD8KXd3d3d3d7u9H/hS93d3e7u7ityAOfxsvu3u3u7u7is/o5+jOjDnY/jS2TPPZ7lt9u9uWxlXsfGFeMzNSTS6+hpHu7u72KxW4rFbuA5GQ/bipv3wpd7jtV27u7u7uPjnXuNKKxW4rP7two5WSNG9y89gWx8YU8bmHD7OVVD+S/UbcrB8u3eWxWeD+5cxWPjhumzdTV2r+QbFGXiuy27uv8Wz32dm7cfHPwypUifnIZWm+/SGz32/LcLrJy3E4rdxXcfGGozKb+pUZmo33ltjZbcVn4hwtvt+OW3csZbhd8Pjn9lT1EnnDFl5deQg24rblitxWJfbtxve7cZQ0h7EVb6n8bG+TKy7stu7uXlsVvHeHxoQ8yy7ZLj/xt3d3cVu4rPYPwVuW3HwSTw/Wec58MiH/ez+GKLBn4X3ve6/eeHxpXcVhZyFYVdCRMre3d9LsVj450t8pkuGqJDRb41vjZOrb/bl73bu7u7j40pR3BsuVgIbNnxu3Czz4Xc+Hvu3dXQuWSObbYb+iOjRuT65cbuIWNxWP83LcVn6tbt6Oft5lLNqq+Rxtvvdy49u4hwtu7xsBz8w6nng4U9Ru3Llu4rFdu4hgKxmqy2AZBVM2y7quX9Gn5Pjd3d3Fb29yiN24+OYbV7Vef//G3d3cVu7u7u7l4+PqWfDbiht/8bdz9rD3b3duK3dx8f9+GGMnl8tfGxLnHd3dy96i27uaP+zuwUSdj424rLlny25du+7uPj/nhFP424bHnuz8Q+3cVvbu4+Ofh64jVxML43Zbl9n925bP7d3cfG05YWZPOPoV3KbPr3G6du7u8RtCCtPgW7EOXBWP6YyDhWIsIdJx/d5aQ3biXN3cubvFdu4Jl/vbJUqLl1ptjSit7PxRyQeSj5yZo9nvOcuxsBzqCC/mtp66gjvai3St7I2Nit8vPS7cUZw4BH4cHapF7xr66zXYKMEkJGrSvY22JD1HqK/yd8bvFYcH4Vit+N9kjYe2+7EsBzHM0z9421nFIqfPUbPYHMFOC2Xq+LZMuA2vtbhNlitaogWLHxpAFmRnx2wU9jmsHjklne+NJvbu7uWz4K1tV7cfGH7rfNm6HwtP7/P5O48ww1tH/Bn4XJLneWDfso7r8actu7u7u+z93t6OehB5xf+NuKxW58uN3cVu5cFZbHxzXnqWMDPNty//Y27u9u727uK3ECkLY2h/7DCTQc0yCzh/425bcuO9u6/wrLdl72C6Hx3t359Y1qX42W3dwo2Irez973cQ4Pjn6OPFXZ3++sbexWfl/fcVuJceyAM1qzAi/NXvKkk/jbl5eW07xK2Lu4l7uXvdH/hE/RkPPxuz97u3d/vd3cVj4/+6ks8lfjYrFbu5+9itxtX0dy2fAVjn8lTKXVl96XGy2k5e5cLb8df5vu38V3RpD2ekho032mN2+7xDheK3c8E483kjoSDwLxz9MMPk1rKt2hsPuIsdu5ce0LaL7d3dwRBpl8g161IH8t1HUbt3c/u3d3d3dx8BA+s6E2cy/WpmNuee+yxu4hhbis/slVu3GY5vjiOoh3tyaNx4XUbu5cd7EuF93e3Lx8fKSPr19I9260nvjZ/duIcu3d7dz97Hx//mPhUm+0R/G+3wf7dxXbit3d3o2knt8//+xt3dxXbu7u58Lb/dGw/wSfD5j66obt3c9y93ekN0b0KpY+NK9uED0gyN3VPjb27uXHu3d3Lj2Pgmv8k5/hYiF7f/P6/DlPPgz8Lyr2Zm+fF/c7a9MaV7d3d3FGehbu230aUPE7V3KSN3JE3Y+Nu7wu9du52Hblvbj4z+XdsoUv/qNu7vbudh3LC5fEOUc/4le/obd7d97c5yxI89zcFYz+NSaaLlS/3427vexLy3YrFb27isfHO5U2raQlfHsd8bFbu7u7ufHLdu7jKHP3jqZzuW/jdu7h0Vhyxdno33ZbdxLCjn6/jB+Nnc7T42iL3b7cnVt7t7d3Hxz/ye/jd27vYhw97it927j4woM8HWj7VvDjt2b6bEfJ8bLZfbfb272fLFZ+9guDCvlmv2hbo7jblt3tI0Fwt72jNa3bjKGEPsuE5F8bLbu7u73d3L3ujcIf4p4113hOGGx39jbitxWJcuxDlu7vYlg3CIfNqW2PpMWzV+N29u7u7vbit3cbj/h+gxbwwtl8bCg2Lf29zmh725e4rd+PY+Of3RkOV/xs9y7d3cvsZV7u70c/3bGO3WT+Nitz3Ld3FduK4rd3o0/LEiHX427u5bFbu7iX2Vh7befHx8k0w3OHfCYsH+hN0q6sbEvve3dx3n4W1a29vRz9ZO4P1sj/jbu7u4rFbitz0cV24Jg5+aeE3V+FvP7/9JCm59ZGIM/BORy3e92/Gld3dz49uK3u7vRu8v/9jd2Icf3FduW1tBLhVP1vYrHMc/DKmMWI/Ucbe+qG7L3bxXdhVuPu5+33dHMMdw5dltgySjVdbPxu3t3dy+y493bvRh1h18m43OGrXfClwo9d27u4reFHS7EPo5y/743FbiXC+7eKOK3NF24CoMKajsnKySbkNfY3d3PC7e3t3FbisfHMP8L//UbPltyxW7iGhbcf5uPduPj/zclvVfG3e3cuF93d7Cir3Rz/a3TreNFeX16xu3Czlu7vbu7V3NG/jvWYQZovY25cFZ7luc8sYrt3sVu4+P+P33oeicO/G3d3d3d3Fb3isfGV8382y/teFLu73biXHd3ey+6Ofxt9iHBCxdu9n7cL7t6P/vQjyVcvp30Nu9xWXHt3Fd3dx8aflqdN1P42W3Fbu4Vet3d7d3GY5+bDfN5oN+708bNr25fduF1S3Yrd3eggniFCl4gFN3Pr1G7d3exW7iHHstu70c4Z3FRON7xXbDe7tcl93Whty2JcsViuK7d2bisuWPjn5FZjYgPSX+9xsV2K3P7LYrL+xW7u9H8llSvclTrj0wsbJK/3+Lm4jCsMUWDPwTzM3czN31+NOP5XbuKxWFVXd3exWf0c/PAOO/Khet8bu7GanNd2927u+jn+07w84pfq06GzmF7y97dxXd3cE0Ofx4w5NX43buk4rdxLl2IaO9uPj8z+BL8YQr3S6XL/3jYXVu3d+OW3dxDy9/uxsBz+g/t5h3y7+Nu4rd7d7d3d3CrUPjmhtc9nq8MldBfG3dxD3exW924WdLvRpUax0qnTvXG7sZUsYlx/u7FG7u7uPjIc1T4HGYCsrULfs35f9PG7d3dx/K3dw2+b7txlDT92m5uKDzttdqNl92Kywuy8UYrcVxWK45jDbHUZtqehUTKj0dbuNnYuoViFhulu3d3Fbu4+Of01zBLJb6Nl8bU1XbuJfd3cVit3FY+Of19lv0N2KxLy3bit9z5ZcLdiuj/jpKcjXo6d+43duKz9Stk6r3FbluKyIc/drkbbCL88vQ3Yrt3EMHPYO7z+3FY+PsMweLt2O2dI0/jduW3Fbu7u7u7uNx+H0ozO3DnK/uNu7y+3d3cQ4724+P/61f8bd3d7u7uXu6vFj4/LpIx/+Nu7vbueDu4re3cfBBpJtNB37cNIvjbvbuJYPYhpa3rd3jKGFJGad2l8aNI4U1XvQbjaDf6/zQcrBn2KNaL7d3eX/1GnPhb3c5x7d3HVd19Vj438d1ehQuI0eVL/3jdhVo927it3u4rcvo01hijYR/078PbH8bd3cVitx3ne3ctu4yA0gDXKN53PWzvQ/xt7fCxW7vbl9u7uPjmJv/eP8yWKUuUX+Nis5x7t3d3c8He3HMZDzN4WpqTdJR5oD8bciwr7PeWFu7vYrcVj40q89McRLZP4U27u7iFi3d3s0nfg+Ofcbd3cVjKvdukH63cVuMwSfqpFMFUnkol9N2sbst532Fm5bohW9u7jYD91VJRGbGb7vH42X2W73d3d3cb0ujn/JUwdXfh3q424hwvLdtijexW7itwb1fx8FT6TpEGTQ5nxt3dxLAtt9u9vbu4+P+xN9+P79jdvP3Fb6W9hZxduXLowr8vT8u/jY2t25eW7d3d3dwx3Q2A5+5Lbnv/424rd3d3d7Fbu7jYDn/D9ReRy+9eNu4hpbvFduXLd3cfHPzTfZfGwo+t/ty4IeW7Pj3YeHnJ3htDYNVL5ahF+qX3nL/rjd2f3bu/t3FbuPj/uN67Vcv6VY27u7u4rcVuXu7eSvDIDT9k4Zj3fF18o3bu7isVitKTj49y4l78Hx8aOmyndNA3NC9bffC3j9N/14o1Tn/gz8EhJ82/CkS+325fb8fflXb8bd3d7ufH5ufOjKcrk3+trDsVvdIV3d8AN93HPs34e2JYPcTh4et+Jut9IjbDk39eo29u7u5cz5q2T79GV6d+7Mvgzfgpy+9vc+PzIiKX+XUO3l7pW7ufOkXtvPT4e28+H927vkRE4x1mtHt/4293e8+efPQAP8d/n4Kru73d3fIhlfG93b73aPm75EAvyqPYZEXwpu6bu7htkvuQlkQyvgp297u7R87Zft8KQ7c+Pdls8LPj84jK+G6VT/h67u7vefMiAUicU6femn8FO3d93oI+ZERfDxHe/dz5VkRF7Vt4wn5tW7h293e7z50i8qFHyvZSuUkPFeK9v72fPIiL73Ml6Nm9oKm3vdu9v5Im1Ll+/wyJP7/X0tI+A8YAACsZQZrAL8B5+Fw1jszcbxLjD5jU8Oof7uF1b3dxL7pkXS7t2X+GN3dy97o2m2zg97my6UG/xvlrit3txW7u5kNqXXr/qN7vlo7u72mK3Rtfl5gr8EHGePe7u93K+jabPFvDtIR4xzr+N7pbkJPrL3uxXRtehdy+KnnP+N7vuN87vPBuPY2hteXW1WHf43tx8tHt3e23cyG0XZE7Z+no8P4U5cLmIaO3r5V233bmQDB+N7vu7u7u7vQSV4Ufq+NHjr9+43uU7hBOpt7c/Le3o2o93rKtD+0/G933dwo0e9y+6PwimT3thDeqtSfL6/QK+FFkSLK7d3dovo2vh/hRZXYhw9otV3t6Nr7YfP8/G8Q0fd7d3cKPPYLxtezLs6X43lwIF0djLK7eK7dzIaUXW2culU5lvjepZKWWpaDnC3bvd3o2vbPVkv43u+4rPl27u70bXl3Wt1BBwi9Fu8Ue7j/UbXttjaUL/vje77u727u70bRdPUq3/4bn9/0nxz3MGfhfe95c1vFf/ChRWJce7FbuKz4mHrt3cfHP42Ifditwo6CX27u9iHHsfHOGI9x9HVo/jb/ditxDxLllsVit24iHZXY5jQ+PpaO42sCJ6PQJNxRbofGy24rdxWK3LbitxW7uPjAw72IuyN1Fkql6298bEOWW3c54hyxWfBXdisVuPgknti8eWHib7xpSxv7luxD3LYVci2WxWFFbLGKMYQHDGO31H54bpcwFc30LcMv2N2K3CroXCQVLZIOBDy2WNxLhbOHDRNFGAf4QRGR5jynSyy/teNIeOFs1X3XPjlu3TND8d7cfGhX4s1pus0l1/G39vLbct7d7cQ44rtx8cMql2ZnMWGuhtZ9BSfLOcLbuK3fAt2KxW8Vj4KCvjYly7FbuXLEvstvbuWg+OflU5hoxz42Jcu3svFdit7d3Fbj4wK+2btPfGy2K3H6ggWjs9uK7EON4re3GQHD8N8aaI9/G7OcFd27u5ce7CqorsbQwIfUE2iEceqfxsVisVisVu73d3d3o4bqXdHQTcuu/hS7u7u4rcVly3PAS5Y+OfxtwsqK24W3Lb3bisVuJcPfRw6OGnwd55SfLNPjbu5+KxW3r1FdnOFu7FbjaHD+kRK97b+Nity24rt3Fbu7hRyDQ8+8fHDJAZOf/L/7jbhtoe7FYrFZbexW7l5bHxw/lTMiDt/q/YWJz+vpoXtfZKhJswZ+F9y+7l9mmxX3jqJ8aWzueyRWzn24hwQ5diXHLY+OG0HXrrjuxL/HKmvfur4Uit3d3iu3d3d3o4cv3+FLlx7b7t3d3d3cfHDl+/xsVn4rflvbvbu7u9GFebMzl+Nu7u7u7u7u7vRw/cnrz6AvQ2K3eK3d3d3d3cfGhX6bnHh/G3cVvdit3d3Fbu4+OfsvHu2Ve2N3YrcVu7itx/Jvdz33Rz/rJzaoR0/jYrXq5bsVuIYCt3d7cV0EB/lyaXxt3t3dxW7u7isVuNoYFfoMOub8bdy5b27lt3FYrcVx8cPx33pT8KXdxW4rcVu7u7u4+MCvjZ728tls9577JWjuKxW9itxmMMMUHL8k0L+xPr8bt7L3exW9uK3d3HxoQ/ze38KXd3d3d3dxWK3cfBQV8bsVuK7cVu4rPluK3cfHMf7dH/xtxW73YrFYrdy8Vis990YVxq82//jZ7hY9xLl2M5CX2W3ewwp5Y+OaEHpaKB1jPPUJvxH1j427263BbLbiXt78t/uxWPjh5PDl+5BQPupvMwcMbL/9DYrcVnYsQ8tvYe3FYrsUbj4wMwcPldd1SzaubZc7X4Wr+7jaDf5KR9kOj6H9gz8E4gzNu7GfDM2m/GiS27itw06Qru3d3dxWPjn6w03csSsW+FNu4h7uW3e3d3cKK0cP424hg5btxD7d7e3dx8cP57f+Nu7isvstu43k927iujn7RVqWefxsVu55u9uK7FbitxCosyHD833XsdD0lPxsdW1K2K3dyZ67dxW4ro0P91SJ/G3G6PduKxWKxWFFbDbibhbLY+OH4b2t6zigM3+lL5F+N2Wz855bEJBs55734ewJHIt3Y/cHMcNxwyS7a2EO+bndW4/jdue9bznwttwt3Z4PbcLdHNH2mxDiSzXQ2IvjZbc59isVuK7cVuK3dx8cM9Bjuimpb7qWZ8bcbqe7dw+qON1CX2tx23lujh/ehGyWt8Y/2fG3e3cS8Vlt3d3d3HxgQ/CbRN/xu3EuFty8uXYrdy27n4+Ofo5jwg1NlauNljPgrLZbPxXbuW3cVu4Ig0r1D1CeX6vwpt3d3d3cZpbiWD3QSVW+NxCR4ruxRuJctxW7lt3Hxwx+b4nGXUhHM/42fqaXdxD3FYVaOTPi29isbQ5qIPfqOEQ2nX8bPjfdlt3LAViVhy3Zbdx8c3LrTNdfH/jbcs55bL7Lb27u7u4yhz+uNiNyZE9KXxty5Pjfbee49uK7LbisfHD901/rzn/4WJd/v9Wg1GLnC/wZl/+wvL7l8vl9NvLC8d9euNOOranItisVu9uW7isVuaOGVLkuKTQ9NkGq79xsKMRZYxWKzmAhgW3uKxXcVj45rbsbs7iplHUbOcLdisLPHD4ywbn4o3+wqsi3Y+OHL7MZKSF3CenF2j/G7cVu7uKy2Je62hbEND32MMcP4JInmvTEf+9fG3C7R7LYUcny2KxWJYCt7cfHDDs5UtF601FsnoP/xuz49nOWWxW4rEuWKxWIeWx8aEHWvPr3rjZbFZ8t3cVkqtljPxW9uPgCBUPpZjju77uUtcuO5l/S7G18ILZ49EPCu8QOFjbxLiNrQrLZK3C2PjAg/w1vlX1lgq2oac23b429lt7d3dxWKy89yy2Pjh/tmNOIXcS+vJjYh9ljFYrCjU57hw+7FYgWCdo+l0c2z2ZTXqxCz/ChC29uWxW7273d3o519jbuK23dMVxRu4rxR0c/OtCXwkk49+mNu7u9u7uK3FbhdW6OH65t0T8aUViHBXZbEvENLEuHvLd2Ie7eMocPwR+TSaptBiuvaG7CyorJXFu2hzyxnPLHZzhbLbj45sgPpIJ8RV/3rshgm6sSO5PtfG3PQtk7U3LuKy2IfYhwVvgc8FQcPM8yuINuw2aTe89b6jbnD3LZbd3cVkTn0exA+38tj4ICXDS9rxjhDhGtW1vrGy5ZY3cSwFZbEuFtCjOcLAt2JcBUGFT+Sou2gheDnD+32vxs5Yt/LYXVtfUWy2Kzml2KMLOC2Nxw8ljSVmna+UYi19DYrPgrf7Pz3lsQLBM1Pyy24oxAsDmNMbSaKSz3TCNpcgdpcLd+USTn9/8GfgnmZf7xXfTb7UaU57lsVn9k7kW3FbituHOWcLA+OH5ZVkQJ+be20NijEDRznlsvPcuy2eLBsn/G4tqrWmcq0aEPBb85mq1WTvext+Hjl2TCp78V2E0+jxg8897elHrHwQVmYI/QqIvboEuh66q2zfGyVMiVo9gsdu58LYoz5YrbjlsZAcNsiJvrp+M3+rXT+NuWy2KxWK3Fdu7u4rFY+OH9K7t01cew3L+T2N24rEtC3t3LbuJaZYMKD4gAIF1UNpHdQ+pgi9fHdxt7cVit3DQ/O5bFbkrQQ4Wx8cNir6nfnzw+NltbALstnq92KwRN9b0FblsVj44aeZaOehmqahnq9xtII7RD1is7D23kgxBbslaXYrowIaY1/pEb78DIvxstu4rby3YlwVisd5/FdnPLY+OH9dG7Vh4bfxt3stHEvfAtvYrexLywPHB8cPw082Nqcx31jZK9Zw4WMLNC2iH5+FsvJ3jnls5y34PgkK/qT6ci0fxtxLB/JFbewo8W1q3aMVO2+x8cx8r1RFDOlUHdLCLzfSY2Jcuwkngf32Ky46ZCxnOFty24KIMCEuGK+H8gbnBvH425cFZ6wlHi3YlwdyOYJRzD3FdG8karHxw/9FqWXo2HvjZbFdiH2nfiV49lstit7FYhpY+Obo33Z3njcsnL7XbKNuFS3blsVu5/Z6xZ8LeKMfHP66JuYnbJVsqQ2W7FGFBaHs8e2D27vyzn2SOH9n1JuKMuB/G7c9w99iu3LZbEvby0uxWNoYFVvBfAdWlaV1Jl+0v3WmNltzwVyjrluxWW7d3CzhyQVHxoQSEU38hdCXqO0X/wTEbvveUGfQXMm9y+7u/x3vQ0S7bu9isS9xW7hGvDfDmhbBcGhCVWmgughN9LG269qn0NnvPdupwe5d27uK3EsLGQGh/YgTvmWZvH/8bLZbdy2KxW7u7u7uMocP6OjXPD/G7cuWKxW4rLbu4rPh8sbAYELhhuu1CuoHNS3W+Nit3dy97LbisI7PhfZ7EvG44aOZYP2xlUrS+N27u9uKy+7FYrd3HMcP/9IOcz427it7d3d3c8Lt6NCv7Th/8b7tz4K3N76LbltxXYrc/Hxw4zEDv31H9mzW7WkSt+3xsvf7tuWWxDy89w5y24SOV2Pjh/2+fu25i81+Nlu7Fdu4ly3cS4924+NCEM8fKnlNT6pq/424rt7sQ+xL3+7b7twSQc/4zQqm//jZbt3duCs95aXYyorLdvRzLI33Il+NP4232ZPgW7EPPznlsVuK7sI+zWPjhtdZFWjvy4IaKH42e+7d3d3dxW4rcVj44f8Z+gbTV8uv1Gy2W3Fb/ZbFG7u7lxy2PjmXjE2zbRSRr/26Hy/utDbiXn92JeIeWM5oW163ZeK7Ihz+yzPxif8btxKxYrFbvYrd3cVuPjSviWHncv6XjbitxWWNz5bhZ5y3bu9HD/JYc4T8bs57lstit3d3cVisVuNgOf4nbH5fxt3FbuW3d3dxWKxW4Jg4ZmU7QfUd8/f4bn+CufwxOzgz8LkMzZpWO0f3M2bbKHX1duR9xl+o0ruXLPaPo+BY7O17LYlx7o523W9Hgi9vNmfG7EuH9nuP9lstuK3FbiXLHxoV/orcjnrEdfY3abjMoVue4W3t3txWKMcxzKGxgvTq7SSFIoqnaST9L7reNuK3exRisVit3Fbu5+C4AoH/i091kH8bexWK3Lbu7ltxLl24zHD+UksJUPl9/xsVufDhx3Lb3bu7uKx8aEPNTddeWsvq/jbu7uK3FbufC27itwXjh/zoQIH/U+NisVny3Lbuc5Zbd3P7owh96q+O75SbL8bLbiHltxW725fbuKxDg+OHDjCv2m9Ui4mqvjb2FFS2fLsVlsV2K3dxWPjQ/7cBBvtjx8bcVuIWHErF29u7lxy2PjmV530ZWA45GVRvfG34mfFs5yxWW3ID+c8893Z8ex8cMh8t3BoflhK61hKl9/xsVijiWhbPlkjoK7d3sVisZQ4chjRzXG/6nfXde42rWz3Ld3exWfLFYhyKxtDCv+N/j+Nu5YW7ije3PCxW7juAVQJCvw3/RfxstufLe4rt7d3EuXRw7cNV2NGHlu6r1xsVuK3d3cVuIfbu4h4zGhXw/TjgZEPxsS4W7cNIy232JcJ1TnC3Z+K7Hxw/VEp0mZ1p42XnsC2W7FG727u7u4+NK8Iv1qm5Qlo/UbHWVvYLbnx7txW7u70c/CF8x89U/4Jt3n9/sgz8LkMyW7jtL3pt60+f+NKK3dxW4rdxvArf7FduPgsK+HuyM922I7/G3cvPfblsSwu3Cr4VnMC3Y+CAyPr1WmrL5X00Niu3C44rvdu7isVisfHOR81sq7ZBq9cbFbitxL7JXBz3iHHf7tx8cP311Xfxt3s/dy27nMHu3Fbj45niVIPayG779Ov+cv3T4UiHC2Wz8Q5dit7L7FYrFb0EBXxu3d3cVuKxW7l92IaAihw/ZYUUdQGzyfGy+7Ly25bcvLZzAtmLluz4Pgor96FepB/5L+u43bu7lt3d7cuFstn9GhX7VBBrJ8bcQpHuxW4rLlntC27uK6MMrnOn9KJUnEbf18bGfWW3d3FYrdxW4rcQ8bjhw82F4yv7Ua63qfjbu7uHx4V2Xlu3d3ccxz+t0/X2NlsVu7it3uFHxINBWK39vowr2uwINsNadj43bitxWK3cQsN7/dhRVy2OY4ZRSSr2GYrCRX/P+N2XvaEVO7c9YSvWc+xWTvFsfHD9mB6Xf79sbFYrdy2JHvbijdxWfistj44f9KtUp3eljZbO4V3b8P7sVuK38tnPsfGBUNJN1i6XkQeS8XTl/1xs9w95zl27ue5cQYHhW9uMgOduytOYzyyJl/e7G3cODuCVuNhoeu7LYrFYrHahXYwxwxmxTuRZkHd+y/bxFjZzl2FnnFZbFfYl5Oq7nuFsfHD/h+iofwsRXJsK3+/7fDHXai5gz8E93uO0vFZ2b8acV2JeSKiXvpZzllt3exWKxkBgfxrjrRfGy3du4h7nPFbisQwey245jhppKa1c3TYnPxtbkgHrt/stisVu4hwVue8tjCAw/Z4/WbaMv7G7Dg85O1W548tistisKtMS4WOx8aEPIXort3ZOL42M9duK3cVltxWK3FZ8sBiMCH2oQlf8tPy/jdu7u7it3cVuK3FY+OB/vUdR8bH8Xbvbu4rcVuK3FY+OH5p/rSX/jduKxLAVnsDnG4f2W3uxL7HwQFeJf3sxdql/jdiuxW5bdx+wWz1i3dxWPjh/RL8Horp8bLYrd3EuCs9gKxW4h4fR2W3HxgV65F3qa+jYR+Nlt7dy24rFbj/Ezh3LYrHMc0npzxYjTo41evxtxLhcOfZ6XZbLYrFbuIcsfHD9ymoKU/Gy2TvCst2csPbu7u4rLg+OH/Ta5JC5/jSW93FbitxW/27ueFHOd8cBtsO9bTqdsv9eNiu3FdMQ8V27lt3FYrFdGH8qQ9X1py+d140tiXvZbdy93EvLb2f2PjhnmiDeBGke8PTkdxsLtRbtz2hbNbPRbFYrFYVdDlgtkgwixzHMWG9l07vnIkR3Lh9K2340grt0hW7u4rc9Twu3o5uQt1pdq9zk54zR+Nn9lsVuKxDS3d3f7LYro51s5bVcrKIwc5bpEvq/jZbxWIcd7d7cVisViGBK9Rz/rDjta5+GatB9n8HtDWsGfhchmbvLQdpZou/P4VcfGncKKist24re3EOWFXFr+sZjh+k5TMxqo1l+n1GxL7sVit3c/stis/Ocs8cHxz9tes8pf+sbctu5bCyr2W3LbisVu9HD9Si8JUkunWuNlu3FbijcVisVufEhXbgqhz9QkWZ/6/jYrFZeW7dxXYrd3cVisfHDMnIuOuxb4/7424rd3FYlwtu7vbiHk7VRoQ+iNf1p0fUbEvstuJcs5y3EOXZbFYrEOD44fuQqvmYvjbu724rcViHLLbfduPjmQ+J1Oa//G7d3cViX2Xlskbl2KxDljmOH9NRw02Xv425K0e7dxW4UeFZbsVu4+Of/cJPCr42Wz3HOfb2Kz9v3sVhR9dBQReepImHPeElcXwpcVu7+W7FbnYPznC29vRw77xt3cQ8V3bupwIee8tvYrHxofnShPu9QaFH/43YrP4xWcpBXditxW7isVj45hmd7/06hnlO/jZ73sXZbPAKtVufiHLJGpuK8i2PgkxsWPEHF+nHO1O/jdu4hw9hZ7loxou3txWK6OH7JL/f0FJfdvbu5fdisVu4rHxz+Nvbu4rCj1u7vbitwTgkKlNTaM0Tb19dY2K3FYrHVLdu7uK3dxWMgOGyd7f5Yv8bFZ+9rVu3dw89ZfaJcZY+OdJT1OnaR2zbxr4W42g1/b/mfYx3VwZ+clNhRjN0sPSvj8aULq3bnsC2WxLBxWK3c572Pjh/9QSXUFL427ty3t3PcLdu7isVj44fy9SyKWcL42FmwW7cVuK3cVisQ4IYFu3GUCj+iSzWrQ/l/y6G3t3P1K3cuRLj2C2ePsfHP9EyKwkXCbP743YrEsLcuOcwOeWy24rsKuLGYLCfDnJdrVlcPeXxuzwu7t3cKuHSvHsC23lsfHOZSHbzE+C3jvgQ+1XxtxLj3duFHzisVit7cQ8ZjAr7kRh+ZSJo74272K3dxW4WeOfdnofLHxz8if7vQeGdy/143bitz3Cdybl2XHLduKxWRDh+pzU5tGWLfG7itxW7uFHSy2IcPC7cwDmjh681vmUPmJfhSKxWKxXYrd3d3cVu4+OH8bstu4rFYrFYrcVu5e90YH5aDNhP+NvbbcLbu4h9uXLFZbc+Uc/xqnvldIRP6feX2+sbFbrVfg9bdvdlsVisVisVjIDh/N97t/v0icT43bu9u7u7nx3t6NCFjWqf9a4UuK3cViXBW3BDhbt3LbvRz+N25bPxW9iXvbuXk7cJFbo4aVMcf+GnMR2p+NiHtxet2Xu2BYxWfDnHu3o4a6xKzKwk8KkzfVby0v+9jduW3cLum3FbuKxW70YQy9PrD2000F8sv9eNnt3Czg5oWNbU1gLOVkji7X5OWxzBAUGJDNQPm89WPTP8i3HiewTG5/5/SQZ9hfe4aUx7GK02877whdfjRIh577stl4h5zA992Ky2Tqit/GQHD+rS0nF/xstvYrcd85bt0A+LYrFbuPjQr4Jxs67v8bs97r8HPuw++clZBW3LstisaUNDlfU35vgD6/xpHtvXrbt5bLdu5IyrLbjaHOZ5VOwcUo77r2ht3cV27u7u5+TK30c/4e9WGaXW+Nny7ctxW54w3cV3FHRz/NXbC5rkL427ufuc/Fblt3dxW42hw/Zq3Ryld3wpt3Fdu7u7u7it6Ofxt3cVufvbis+W7u4zHDH5z0QIPnP3QGq/vQ/G1q2SOLd3Fb8vP3Ll2Pjnw69TMX22o8JdmvX424rFbuKxDl2K3e3Fb0Fk96H41OS/SttDSn9v5bFbuKzx9lgxDQQ8sZM1E7w2gWH+b5OXb+NvwsbcsVmTph/jxkrYLdiR5bctisbAYQLMBr1qA67O4ZhjFOGjiuKfLfGy2Hx0CtMPN7+WzlguNw4eWz2Bzhbscxw8EW+/X71g1/NjN4nqaV8btT5A87VOWC2e4c4ePbhbu7cVj4BAdA81cO7orRistBtbNSr0hs/uxW4rFbufistltxWKMbQ4b22xuyslttd/42ej2CVystiXis59itxWFnI0vEe4exzHDsoMk4zc9bj6J2zTS+zOfL/bWNqcid8W1OT6K6FstljLbuKxW54DmOHbbP3+0tWVhetTnVdY2/LJFT3uIeWzxxWZWSOFtBI8t24+OHTLUizFBp3fdXyZEre/ja+xZ7hbFYcGoC7l2rWznC2aWkWy245goPKjn2R2le9zIX/6N7rvCxH+/3/2+5ax8GfheXk4rzMuZm9Bf+OFW58aVuFsS5b2K3sVhZkLbhVo57AfHA/Vp0M5wyebj40hK0blluxtXVsrG/HOXZIqX3R9oMOyNcUm+WsgvxHxpbs5xuCsVnND3nj1tLOHCdUtv5bHxw9m2GPtQvqE6NhT42JYFstufls5wtnpZbexWKxWOY0Kb+2G5ilt43RXfSY2KMVhIn5rEMA6Pi2kcLEPd/fhOqgeeePjhnsPtxBNFk3UX8HC759f8bsKND2B7yR0PYFjPfaMYiy23lslaHPGkBzR/089xBeh8JXurmaDb67Ine7Tf9M9L/p2N2K7ELAlw8WCZsHvFZbLYrexZbFY+AwB/rS88y2sv67Y2+Bzh7h44c9bUcwXrZbc/OHCQVvGFDAy2HqTo7SLINqO/TMbv+N26vQtu4rDjx734KyR9ZzBvx8aHjIttDTnjebdAStVUvpdWNvdijc/Fb+ewss7EOXbj44f+gXN6iHhpd8/G7EON5YzlIWMthkchbEve35Zz24PjhtrGcg854Lf4zWLNPK9Rt8kFSxlt+B8Hm5Yo8S9+Jh4kVm8+D45uHex8HfZibkzOzGrnft3xuzlIc+y24rFZbffC2JcJnKy2Pjh/+qyvquwxwXxtb6yZxbhR4V2WxWIfYhy34e4PjA0JmPwBsry4uYpW0T1ZnL+N27u4rFYrd7FbuJWLGY0IM2P2VJwtkamcl9yvUbdxWKxW7lxxDAV3d3Hxz96LQpxtQ9RsViuxKxblsVuW7u4rcZAFBXbpOjdv8bP7PeW3OWHstitxWK3EMLHxw2xK/thug1+NlstiHLFbis/J3127ls/ujhtS0UMcnKsMr8bJGlpB5uCt7ct27uFmp7owK/w06lptjt0K5MNmKOg+qwgx1qLn8Gfhem+GlMJ1AqTNpt473/jdu7vbhVWxW7vbuPj/1hjJUzL/XY0pbH8i2Wy2exW/HDjpCGBivMjOGhIOVj45/R9BUK0rK9RstmdzMWaOZr7gadh47LbiHO3tx8EBP7oca0dSy/jbitxWGx9eXl78u3t3GUOfuMaqpHoPhS5bsQwPfdu573b7clVsfHO9tobcuPd24rCyt24/1lsVj40Pam3//jbitxW7uKMS4e5ZzlvYrHwWE8mko17tuIO+7fG3LYrFbu4rFbuIe7vyxlDh/3nj9wnn/jblt3LYrdxWKxW7iXC+6NCizpSK0y32kq0m5/G7dy8Vvbp3jml3Yrdx8c/0v9zP8bHVuxXbe9itxW58fA5gWx8YBCyR1bb9w6ZzlXxsV2eDcOeey2K0zONgc0u3FbjccNM3eOsHtp4z5WUf8bsVhd63H9HLduXKi5Zzz3B8EBD6zpvmnWqsMNol/XcbLbiWBzCznkr13be/nsC3UKMfHDW6/qejE2s3zVpU+Nqci3b2Jce3d3cVisV0cOasaSNL9uNfCmxW7is/e3dxW7u4+OHe+FLl73bit3dxW7uKx8YV8KXit3dxW7uKxW7uPjAr4Uit3ctu7ufHSD1vbj44d+2NitxlT3jqljbllu3ljcUGdgbQ5snOdemy0btAhoVlSVBR8LcbQaNRb/JJ+PUPwZ9gnM1fHaP+Xl9m78ad3sVuJcduFs/ezn2W3G0OfsHMEZrbPW+Nk7l3b2K3EuCtxWJe9lsVjaHD8c90zwl+n8bLjfdnNC3bl5btxW7ijHxhCOcHf2k343o1u7+NuJcey27it3cVu4rFYzHD+per7QLiF+/jZ/b8JXre3uxW7it3o4fow3376wXxsQ5ZbFbu7n5bt3dxWPggP36VO/426vJ7t3Fbu7vdx8cNCNWWp/YuVhS/6VjYrsVu3Dn23BLmPfCoq5b3o54ct2pERswQXLta/43blsVlt3Ljity8Q4Wy29HDYtZ6tCjE2vKnl+Nit7cVisVisVu4l7vbjmOH6Lg+/R/Gxv12eliH2W3J1Q0Ptj1vb0c/iiMpdL43bitxW7u7uK3FbuPjnKMUSlUDuTTdyN3FvV+hpSxiHijLd2K3dxA8tuIeKO6OBySSpbYhfxC3NtT2+/hQl2K3cVit7d3d3L6OHL+u424rENC2fCxkf/Xdhkco5xfY7FZKq91GH8ybezRSZS/X0Nu8+OK3wsQ+y2KzmBu58s542A5pj0425WXlQYZ+l/9xt3P7dNxWewo+OeW38t4oxtDAr7MtUUvRG5ml6GxIwLavItuKxWK7cViHu5YxWPjh+ZY1ck5fb6xty27u7u4rP293Lb0YVLw44IpaBKyRJfGxWKx/re3exLj2W3Fbj44f7NqaVMF7DJLn9gsO0p/Bn4XpvPl7mm/CP/N/GlLy3YUcO9u9uKxW5+pUfHD+7si6+5/L9fY2IeW7CzR3t3uxWFXBz7LdHP2pvLFHIUvp7JY2OreK3Cy2Pbn4rPYW54/Hxh5Zv6j57R8/xstn73YROrlt3cQ4729HOWjwcVaTsmjnxstuK3Fbu4zS7FYrEvBPuoewXQ4f8ZJ6Rui+8bGfP9ls55bPeW7EPutqstiujhqk8ex6RDb/8bcVjtVu7iuxWKxWK3Evbg5jmMO3h+3Ug+Yv9aT+N2nVx7LYrdxWO1Ft+W9uNoc/8n+KjtfZ/H8bc57luxW7iH3bisViXC2Pjh/1+E9aRKL8bFdu4rcVit3d3d3HwUERSozQ/6jdnMHLGWxWN6WIcs9yy24rLlGlH/UilJxZ+FLu7u4rd3txW4rFYIocOX+1cbLG7l7vbvbu4rdx8af6H/PFzL5f/Ubd3cV2IeW3Fbuc4+hOrY+AgH5DvdYvjd27lu3e3dwu6HLF2MoEkCXcWQXTROywZo/bM/G3d3c55/duIcslVu3HxgQ+oRO2J/xuxW7itxWXufHtXS7ccxzZMm3Nf9/ZJv2Nu3nvuwltQs5PMC2VA5bLdisQ4Pjh+erdQaafjfdlt3d3PCy27uO9YIxw/4oQb5/427jfHPd7Fdlt3dxW4+OZauzMFpaw+4vgmn9/v2/yCgz8LkTe47TYpc3bzsRsymrr8aUVitxLlnMLtyR0ey27wRjh+Tegqe+no/ja1bLYrPl27uK3dxD7o0w/99l3F+Nn925bFbuJYXbu4UaWPjT9scnLX42Kz3BW/26m5b2K3LZe5zg+OZX8i/Un+NuK3fs+PZbc5y3L3bg+OH5h+tidjxhz38bFZ6PduIcLZykbQlVLdu7j44fvxi1lSaScd7eNudgV3ZbPy27iX3bu42A0K/cfG/+unHL/T429iH2K3cQ9+L9LLHditx8aH+ibEJtU9//GxW9vbiHC25e9lt3FY3HDh3R//Cl3dxW4rcVu4rc9BDy2Pjh/G7cVuK7d7Fbvd3BGOGe3bl2IcSevcbFbit3d3PhbLYrcKuHujA/mRFMur8bcVitxWK3FduK3d3cZQ5oon5l5df6y8KXd3txD39xL3u7Lz1gfBQV8bcV2KxDC7FbuW3d3FdHD9iNTs1sHJf9cbLZ2HLdu5+JcuxW5bFYrHxhXyH+J/QuHxtz85wt24re3cVis+Ct7A2hz9uV51fxsVj/Cs5xapbOcuy2c4e4c+7FY5jh+jnK13MRfCl3d7Fbu4hYe7FbvRw/jbisVit3dxWJe5bsuO/BzGH4YTZZebcdcuCMze7QZ+F8/vPg7StN/SjK/GnbznLPec49vZzheWznlt8LG44YZSYfVkndD2bp6CgQt3KehsVit3LYrEPLbiXHuxLj2Moc0RUuTpP7Bj0/424lg927lgW3d3t3Hxz8w/NYsHYvjYrPl3ZvaHtxW7iVgtnOWPjh/Xj/EDfz4327u5bcVisVu7itw28PjmWJ6li4W1G0vX5ty/+kNq0BbsVnx+FskfOelnMC2W7j45/el3zvrIs2+s89aTjZbckarLhbTvrsGLMnW1duWxLxlDAgrQ88u24kbmaYjxL424rd3d3d2+xlbOeTtwfHD/xl1atL+Nit3cVu7isV27iXvdGBCN8rlP8v79jYrdy/FZ/d2724XHBbo5vXRNQPqWqQ4ZGKnN9Rt3d3cVitxW58EtH4W7o0h+NffNK7WtWxt3d3d3sVu4rLh8LdGh/TfPLfxsVu7u7vbu5eW7C7UPjAqPc/K17+FLuK3LZbFbuK35bu7j45y+mVeNuKMQOW7uKy2El8dvLb24+OeYVGNjR5S8T1Tgz8bd3cVisQ9W4Hdx9bu3o4f9llQuGNeo285x3sVis9/bitxW9HDVyLaTUaClou0+N23ucwty2FHwlxOPxbstltx/Sjh+JNzTQ1WZpUXlS+1+Nu56we9xXey3YrLgypO1WNoc/btgR/xt3FYVWT2rkst27lt3egOHyO2S/C0/v9/9pISQ+DPwube97mm/fS8vtfY09nx7dWzh573dIUdltxXRw/Wle+Oa4tfsbFblt3FbisVu4rEMD2BOrYIoaFLw657GkoNTk9/G3Eve7Fb7cVn7vbj40r6vxC8U7qe+NuegrLdu5+7u724rBFDh/c7GqHZf+Nu5bFYrJWj2KywFZbLbu9HMg62As9adrJ147/GyQcPwt3bu7u7isViH2Pjh/fiHOkw/FL8v4Ul57l2+l24rd3FbuK6NK+N24h9luxD7sODwrLdit3HxpuVWO/iHNFhWGPvPe/jYrELB8stitxLhyxdisdVWpbsfHD/VXTfL/vjYrCzOXZ77LbnPJ1bLdu4rHxwxtpSdZ6uZ2nHfxt7cVit3P3Fbh0dAru3GQHD+r/0v8bcVs27EOPdu7u7iujhxk+27VUifxu3dxWW3Cjh3cVvYrcbAaQ7ZdqDHUvDiSKl+Nty071uK3exWXLP1+V3RzaCXw4Yn0FUfU7Zsv42K7HVs/LZbENDnLLbvYrejh/7BNqpaj/jYrJX12Wz46lRD7LZ+56xZYx8cNnUVsquRh+4d3r/jdis5wtuejlstit3Fbu4+Cgr5vUt8eO1Ocv/pjdu4rexWIcd3cVt4rsfHDh83Yj8hK0Xwy2fxs/NryXb7lty7d3txWK6OH+HFZH1rjbu4o3cViB7u7uW3cFUOH8TeMTXwtP6vvn+mXo6ErmDPw0S8V3fgk/6xfCt3LS3L3siGVak3SlOMmy+v4V28V27vESl8Z84fhTLvVxt7Plu72mufOgqrk3IhXGf15YKZ/bu7u9nziCP4Uu7u7u8bZe3yIZXcPT5dl9u/2NslbLyIFV5YJoyay/jbu4rcQ491DbL2+AsSk2G/k9it4zlvh7bu7u7tD68iGV/f649dYVu7wwOi7ciInWnQwk8Mibpvxt3u7u8+eNsvRKXug9Zms34evbu7lyxtk/Pb9Mmxy+l6jbu4rc8HV+trPj0GRDK0wxH/xstvbu7ncrZXz5eRDKT2bAnenctmMH2b8K7e3cVu9GV6pLjRadm/DsVvP3e3Nr8yIi8w8OsPi/D17d3d3DY4Pz0Sl76t4J9+X+1+Nu5eWy+1+VvxO9/G2Xoyp9pwFFEGtz+Nu4hxsHe3fnjbJ+cAJFmTDRp2aG5s2zBygz+Hbl73bu9jbL0iZmlHvHdv/Dpnd93c+HzKyLyS00vhkTcqjYEhIn4Y7nAeMAACXNQZrgL8B5+Fw1yW9jtOmy7f/je4yy3Nd7l+7uZDSm5f3G8pfLJ3G9xDmM+z3xPcvcyMvmo8ki338EHLl7u7u9G17ZdbbP8MXdE42t25kNh7beWXw/wyyW/9l93emX25L+N5cKZxlld3e7uAcbVsk21NQqnX43loWmXO75e9Hz9vKtN6P4IOMsm0d3Zlvd6C/jXGTbpmd8EHdyRex/F4no2vj3HOqyk+Hwpy4/Lm7lg/Z+ZX4K+Mr2Zt273FyBdfBZy93e7I3b0bXwQcZZW7vu70F15lm0xFX8EHcuO5/UXO+RtNtok/+N8N2p1KmD0Pbve7oLr7ZUEXw/7d5+Xvs8rfHXTydF8MXPiV6J3eZDa8urlj8b0n5aOfLvb8ja+2Hpyqfwp3fcuO7u93MhtfDcvf0bR/T/8EPDKhygz8NWruZnTfvG0T40oVcr4destn4l93ctuNnNHOQKq0SD0+dlTuyQQ+kfx8bd7e3c8BWG3SOWInwb0Q9dHPzPN3ZXw3qNqj+N4hx3cVny4rcV2fH4jn7/qkDn/GwqrduXLflhVpdznC2JcflHD8st7TZ8be3Lz+39Vq92eB7hbs7UcPzIUX2qIvxpRI+7d3FYVHwrdbgtvZcugIB/P0d7Npv42Z5z19LFnnG+y3YrEKgtuJcFfRoQheD0xSWGu5ir40lvPjue+wyKiB67f7sV0cySWexZL/jexW4l/Yrdx2q58FZbo0/rxnSn8be3PBy3Zfbe5bfhz8Q+jn8PO7Pzhh8bisQ5bu727+c9579HP4g9vlkjPCSl/9xt3Ll7uIWMViWAkfnvejDXLVxYdJfDJfVuo24UfHyq3H9Ny4924l/QSFGjbt2sWqopfX8KT2DLL7LblzbmK3EuPZ8o5/Cl5eKy+7Lm7itz3Hfg+CCvjd2pyOYPduvW7d3d6OfhhzECvVolmIx8bbDu7u4rcvf3dvujn8rPNGmofjYraFZpB4ef2wt3926W0iRU99GBBJNTnrveKTMrvrGlsQ92wH+PUh7j+IeSqreOWCt+Ldn9HDlk1UcbB3Qm7R+wHfH3xpne3e7itzfILbuVBYqjnzTLzaeP/haOwPr5/t8CH83X8KDPwvvEMB2j/um/NXhVT938KXctn7vYu47d3d3o5/Gltz5dlwuFvFbvYrcQ8fHP102xG+l3u0Nnjl4rvEOF5mljLYl92W3oDEtbqFT2nvlIM3M23427kjR/LZbb35e7hQalals9yjh++a+87rsvjb57AQ4JYW/LMLXfvtOwgWoh7twPjnh7S3diOWjXxskcWcsPeWztbjcvPFtwrd24ro4fpsZLhYw6JfvXGy3PeKMVity2/G98CVw3BFV2Jh490cOYLQ3F+1WEsJzI3+spH8bCTnrPbitx9XuPbu9ltz1o0qs2w+eOY+NnMC3biVtmHWxW9iHLe3owhCL0K/pOg0e2L3PoL/Gx+l24lYsthZyHVOcu383+B7B03CIFhP3O6RTtW1X7G8Vljewo0FZbJ1WHznnDyRo/nv0cMpOEnuro3N17am9G0vut42/ls5wt2XijPcOfWIec0L7OfdHOmS3i4g32dd4rSNzfhQl7d7vd3Lrfdowr40oru4lokVCxlu3cViXx29HP0QYWa2h9fWNlsVuzP2+znisVhUVb3s990aFem7Jbdrbmi3xskcP69UShEKy2G2vCZycOSN50raBQst0BgIyc5l4avBqbad1Zk0Kzm/o+N2TuLuwsynsthwePzntg+Dcdo2gGA+5SbuyW7c1y4e/jSXaYlx+okfd3bYrFbn5xGGmgrf0Sxaikfxvu3e7u6ditya90c+Mo9y+Mo2K3BeX/vGznC2TqB2tyy3LZbc/d96OfrpymioYNPDRry42eF60bFaePjRIfRrZH9vPfnvdy2kOrb29H4YdnpYc5XX8bFbity5disV3Ciorc99kQ5/d6zb+1u/G8Q4KxWIYHy7c/OcsV3oKK+sitZmXvfxt+P+FFb7cVv72iYg5wkePco0KH3zRYy++HOMzvxtxW+7d7FeK3eX0c3Gk3Is1XQeGv42W3c/FbnPrisVvYrL160aQKsRW1boVt0efH8bLdu5hzh77t3xL3TX5Fugk/6OVlEIH/Nrfwp3d3s/X5Om9K93YriOH8bEMH4rkZGy85xsC3bvVbiujh+sJOq+3PjZbexW/Lty5dna7t90YQ8tbbOl6Gz2j9tuKaWYWm3JXnbvUXHWW6CzcllKnglmNvrHR/jZbt3uKy4W3d3txv1HP7vd+m7DUHxt3LZ4O7rQPXLblu30YQ+NHoN/bX8beW3d3Zu7u73o5+l4vcmnXbQ3Zbd7d3d3Fdz859HNk2plqeGXYMevxtblditxXLx/rt3svujCH0y4zR8Z+kf8bf7f7LatT5dis9rZG7ZbejAr1h98I9/G93cVvg9u7u7iWF0cPyJVmrov343Z9u+l2K3e7uK3o5qYrlMf/42X3YrcVu4UVTqK7b7t6MK9qJ4I3/K+jkX9LZMGfgiyxMzem/Glu3cuXZe7u7254UEn8vKpj+N1vPdTu5/du7u9HD/x4jN0lI+N2/Hu3e7u7u70cP8f3/wpLluK9m4hgX3bnN3b0cP4Uit7d7d7uK3d3o5/G3d3u3u7it3vRw/h6P/Cl1+HtuGL5V3d3eJcejn8bjd93d3eK23ejnh/9/8bd3d2ncZo/nPW6Py7ejmSMPJOLU//G3t3Ld073d30EFeVEg+eqX/bxtz3Aq85ktn05YstnD3stuOqe8fGBRBGI1cKNJhG0smFXqv42TPFtAPjF8eK0teb/B992/vw5gvVfskWgXRwwED9RTW0udNZ7JjJwnN1HH72y/GyRo9hIPLayVuFu315bt3d3HxzZmeTJ0dU0tF8KXcvt3fbufu9vRw/hTd3u3dzvvbny6Ofxu7vYrEv3u7u70YQ/rHvt1/Gy3buPrdlx3u78e6OftHuMl/G32+77u7vejh+WO0y/xt3d3eX3cVvb6Of3c2/G7u7uK3u58d6no5+G//4370GZ/YvaSEj6i5snBn4X3uO0tbS6bPC8NicKSpI+FN3d1Kvd3d3fRz+FN7u7u7ufu8b0aV8bu7u7ve7u29HPzXf8KXFdwyuVbcsuXb2P890c/hS7u7u7rP2W3d3FdHP4Uu73l5cd3e34/Rw/jbvb24rlu7isLOj3Rw/IjZm6r/wpdz5bu7lt3d3vRz+FN2Kz8vtvt7d7c+dGFfClxW9xDj27uK3e9BRXxuxXe9y47u7270Ek/ghflp8bc5y7bl293Fbit3o5/9Ztr1G3d3G8WW3G+tuYrisvo5/eMIwlJOf429ja27ity3t3dxXRz9I85/jYrftz5blx6rd3o5+NfM3kcL738bdz+3cVy3ufH3owIezUS49tWV+Nu7u7y+5csV26dHD/kkSPxu7uf3dz492f3o5kNzIkjIuIvl/8kKS5Z8ty478U5XbvbejD+FNnOU7txDj+7u9270c/haf6VFP7Ic7XmHp3GmlyYM/BOIzwlYiu9N+NE2f0ZIoIxWWxDjlu5uY86slcUaGM2r53hcdr+N3M27u777sKKuK7P6OeH3cP/+NuK3d3EsEytit7FZzAncn+6Cgp0A3mlH/f0NiWF27nwV2W3dxXEPejn/jHS/XeNv8diHCsZz3Fb1Ily12ZbOaXRofhhSs9IOorpXeNu7l7uW3PhK+bjcvYrRz9ERFFXL/Xjbjqve4rcVuKxL7uJeZDn64pJ49pP4UpCsfyrcI3We8tly7d/e6Ofxtd98C2rw3itapbdts09xuW/H5RzG2201N1FZPIoupc/hS4rYxW4rSdxL2+7dxXRzr7Gzrt92/3bu7uXMtujP35DXfPT+Nu5fbu7u4rFdxDlj44fmh2EfTpf38bLbtpvbpu47z+4re4t0c/cy6tx8p74227itw3R3bju7ue490c6UcsoG0tCXjyL8bLYR+0rJlbCzKt+JXu35b270YV92PGc5r42W3c05x3x3QtnuM3ze70YFVMtTTJ0MdGj++N1PbuIe9it3cQ5dvRpD2o+Q/dvqN26Tu7uF1btz5ZzlkQLnk1c/Ioq7cbbd3Cr5uZ8cVvLlufo0PzFzY+rdWC+Nt7+W7txWIccvst3cV0c/ZD6QdlQz+CbSq0G1ehe3AM/BOS5e3Lvd+NK7258aXLdit3cQsXY8ckQ53NKcRLdX43d3e3cVvcKNH+66OeGMO5jJEMo51kv9eNubRL4znCRyu0wju3dxX0c/khL4/G7cS/u7t5+/d3o4fhNoRbc9zh0vjcQ97J1bVq2ArG8Pdlt3ow/tkjxVFF8bLd3dy4W3Cjh67PZeW6Of5D8Eg7T429u727reXqW1a7oB4tkQ53nedLUn7T+NufvdisVu7vFb3o5+bWg7sv8bto/ENG4/vx8HLbjeLu3o5/Qb73va+N29u4rd3d3PUz5hbOYUc6M72xGf0WOln8KTsFujc7F2FmhbdepbLlv7fRoV8bdjV+slcXb7uKz5diHKOfjc76vQ0eT43b8ft3dxXYru70c/jchjhfG5e92K7ly7EPFbv7XUFH/HD7Z/G7d3cQ+G3j9vuxW3D7dGmWp6//jZK8c507LZ/exWHxRRhVW7cA45qUR00m7fDMZT4EfG7cVxW4rd3cVny243KOcM13rOlL75JY25+Xv9u3D33nPd96MK+rIPbksmvjbvu7cd+O4l9uYLyOSvqObJyWkX2WoXy2q9xuE5K+t3d+3PfYrdxXRwzy00//hm/2qdvhibzZCDPwTkIs9+Zumy+/uFCu0P8zSsXct3cV3ejn8bFbitxD7t3Lgru3d6OH/th6cn42K3eKz993Pi3Du/3Rz8laJNw/jduKN3e7u9y925QQV6PohMWWHr42frVLZbsb57vbu7uSOfwkMy4Xxuz8V3buK3eK3d3o5+m+2JQ0vX/G9u74RN5bcVlm+D8J2o5wt0aQ9Wv5JfG3Eve3P3JVd3EuMznv90cP3KVz0+NnPPYWW25b8fll7lu7ePjn4bdcu8oS1aP42K3TPXd3um4rd3o5+27Sv38btxWfLuxWXvjZbhFYe6MCHn0CL9ePoF/jYh92IYCH3jK3bn7ltvLeBz/zbfcP0vUa+N3JVSVo7xuvqvd3OzdGlPKkTRpkZfr/jd3Fdkjx+mR3d7t3gCT9+oebUlL42/2c5djKhHfXdiszbje9HMw40eNJYUpRO0Sul8bcvXu93d3PR3t6OfzfujSGrlJ98bd3L0o5HlLSOD4rLjoB9q6UcztzclvTyBX42W3txW42tvy2bZbCr4/io4futNTFhVaR+N2M4e7t3Lbisvd7ejn+EBF+fY52kPjduK3TcvssLvZZPdHOWZ4e0ynHPbH4WIeW6tBv9FzWRj8Gfhfe+GlMPcoivy+G00vjTj623Le7jqvy25bty6OH5JVvm7e+NuK3d3Fbja2W3e7iwHD+1EWKOP42rWz3H5b2724WcOK7To0h7ZBFz7RNnL+X42K3cve7vbity+9HN7IZQ9lvLld425+5OrYrXVv93dsLbd0aURPjU2RA4SU89R8bcV2K4rdy5du5+0mewOf7X8+EfxuznuW16r8m4YXLt7cnWR7M/VbfI4f4czsf7QN/G24pyPdt7/ZzwypV9DnDmlr/Nw5pRwyC0wWetqddfxtAKlnrFu7vu7u7iujCHr9tTX638bLS6ya4hgWy25Iq1dYRXaC4eNHDkswsRNjn/GeJYP/xtvLdua7JX12Kz+8ve6NCnPeofYndblbgb8bctu9itxW/t9t577f7o4f3ThEW+Nu7vbuPqJcu3e3ejn5ER8QfT8aQvOcXVk6tu91ty7c55bRvVUcw854f/8bsVnXJXJ3sV5M5Pe5c6ObJ7Zx9k1LoGTt9/Glctlx9uf3dlt3P2+46OfurSMPyP40m7u9ubbd4rt3o5+yyYsv/0N2P5JxSPs+PlsKOj5bCjkbS2A8cP3i7j0cP4U3G7u7vbuK93MA519jd3d4rdx3zltvX1FuKjfyHpNN7vhaf+rQatB18MX38wZ+HCFNvdN4XdP/Ch3tz8tny7O09x/Lb8LeO9Rz+N3d3c+W7kzldufLo5jiRwh0rG1fg7Nervjbu0Vtwtiu5eTq577LmKxsBplUL3pY3ob+Nn+Ky45cstvy1eNy8S9+UEh/LV22jf/jbhVU925r6Py7EuXa2s59vyjn+15kugkE9/xvcq5bLl1O/lu3CZ+jnLujnDrlhnC9BNTcq7a+NufC4yOdbssC3bu9l90c/xMkHJVMVe421h7rLZbsVuIcz3u5+90c/bVDsFho3W+Nn92Kz4e5fdwu3HEuWW0cP/JKXfjdiGArupy9WqN07bhbuzwb6NCvrXJA7JSbP+N29x9bt3dG9Gf2/qVIhz/cy0L427e927l7vZe78u6OfugfiQ/jbvbuKz9M9u7kzp3b0c/4RU4c3zL/9Dbis966s5xA9dlux+otuiCr4towK9osql5n8bu8KNLsthV9e7rjl35Rz9D81Dco9VfQ2K3b7cMjxnlstitf5vVrZbFY+Of7QS/yuW/HeuN2K3d3d3d3P7LZfRhXuvSznshL7+0NiXBR7lt3FYrFb/YrFbisbQwh5zFny58bEuP93GKwo9bl72/C3b0cPzrAh+62J/G3e7uXLCRaluxL7HfZbow/0q4Yvxxb4Zv9/t9kMwZ+Ccke/QD6v4zNpvxpbHVLdlu32K3dywe6OGSIdSG1ZBDVGqptfG34v892FHzlu33Hvu2lGkP8WPBln43ZbcdVwhtFxW3C3b8Lbmlujhhy+HQIk/cO7IHOZcTN8b34Uet+Hvp2K3u7hVo78Rz9qoQ/l7GP3T+NiX2/LEvslVWru72/3o5/untVr8bCjlr8rd3ckVuzLu6J9dGhXzI0LAqf/8v/uNu54WtUtrpq7FbucwSvZbo5wxbd6Lu4z0v6qSN4rcVu5YEjSJ3d/b7vAw8dT2u2TX/hfG3tfRvPsZbd7rLbjeaptSuHdHPD0V2Ppp4VlmgizDZV/Gy2fD9vu2wt/T1ct3bu9HD/u1iraK5janxt8G5d2c+7u4UaCH3U9H7MadNwEHFoUJdq2vxu7TFbGK4rd3d3d6OZD2szrfZ/G4hYBP+k4aWK3/3xXS3+xDht17MhzDknOwc8YTf42c4Wxv14rL39C8W7FeK3cyBBw+oFkrtteGWzv42KxXl4/Qt2fuSqvd24ro5/t7XY4UXxslfHOR3d3d3d3fRz8V47idbS0JZYL42JaWW3e3d3L7cVuO3qOf246Xnv43Yrl4befBuFt7PYW/LsV0c/L9J0RfG3+7FYreIfFbu9u9HD9Fbp/CkuW/X5GaPbmluz4JfkjU3NHDr7Cxn/8/r4Ym85gz8E8vsdpfMy7a6xol3EOW4rc/dz5b270cP5l31jyVL/0427kjR/FaVTLLbfdijuK3G0OH6zR0wNv/kbjPxt1bLYrb3857V3ity8t29HDw5fD9PXQh+P/40h4Fu4lhbuK0ncvu3Rz++b4hlvKfvHxtz97d3cvf7uy8Vtyjn7Seurd/jbltx+q3PaduNWW7Lh86OZDxrLe4dJ6v4UuF1Xu3d7Pj3bu9HP424UVe7Tcvdm7vbuPjSvPcbJtox+Nja5MrZ7mWxtbuK3LbiugopAklNd3TdR38bd7EvcbXfh2v7m29xXRh/3B+Y73/jd3bu7hdVy5e9xDlHNsYSdFo3tEjW2fjSuX3Z77t3P7X4sbxd0c8Z1yLKNXJGrfG3suPoc9/TNZdnNGd25+lXCo4frtunbRP4UqUF27isZyt3Pcuy97o/8bCfnC25ktu7vdxW7iGF0cP7rD0WO4Ul/3JG3L3stiu4rcdW3d9HP/aVGedvxstu7vE58d3d9z5RpqHYvrcLjHmncNN1+NltydWxWN4Fb4W5bcSsP6+26OeGp2GNP1E3LnMr8bW4uwu0FZc3u7uKxLitrRgQ+eLJ4fuJl9fsbLGTbx8u7d97ENEnsf6jmHC/17MZi/TG3nL/1hkkFG0HMhs+5huq8HYM11hfezhRyt9bxXCf6Vo77Glt3Haj+7e7iLjiu3o5xnaFASdz6rrJv+NI6QlwwXd4X32/YrCrgVuWxLCjm4WtFjJNbeuHYj7E/jbtO7u7u9u7u9HP9dsn+FLu7vd3d3d70c/jb7vb3dz8Vvujn7bi/hS7u9u73d3d9HP40ol95e724destu7uIco4Y6kNOclQx3y38bG1u3Lhbt3LhbtuXZ20YV8Koq1Xxt3l7hV9dlxsL3wsQ4rWjh1I3cP9qdHSr7G1+C3buK3d3b7FYrfRz/jH9hm4+174UI7u90ne7GKz490c/hSfL3d3H+dy+9vo5/GlEsLt3wSOyb7dzyfl7eA4ciYYtrpoXdDzr5+Nq6U35YrFY+r2u4rP7LbfdHD4bz2j9GlW1bfxt3Ofb/dvbu7n5cf6OH/Iqlf8btz5bl7Va2q7H1FYrbhbo4f1JvPmkaXxu3L7dI0Pdu5e72K6OH8NX/fvxtsjn727u5e9242uCccP7idJWJvXRPxt3cdpaRxm4/Htz89x/3o4fs6XZOH8buuxWXnvLdVu4afO5bP6OGG7ddTOHjxcuFvs2fwZrrC97L73dN+8CjbWfG3Wq+/7u7uN+fZco5+lr1xjt0vjSu9z3diHq8B58/3a6u90cxiV4ZTHXanSa/42IcXqe5aZ5rG7cfl2fH+7owKDkvygS1n//jalbt3FZ9uJxW6nzeW7o4cgI93ZfcdkPdXxt7ErFu58u7uK3d6Of9XYVZo/ZO+Nu7uaxWW3d3FbuK3o0/bU+NtVJ8bP7xnJ7LZ4Pbudz6WW6OfsWoZl4yg77xszS2csP4rvFdlu7u75HMPj+aaMj2u1F1yH4UlwV7o3S7TOk3Hd3uy4rxRh/Gy29u7u7is9o/XdMPXRoQ9NuPphuJM+Nu5aWfLJnJsC2fA8PWc81c6u6OflRpLMmDPxsttnuWOrbUl5P3bnvb7ujmHkndJ/wzJYvM/4UoHr3e7n9v9u7vRz+NutyPjfb3f289wt29Ojnx6fG09n0y3xt3Fb3u7nYe39+XY2hz9hxUMm/Gy+7ctu85pduK3d6Of6bYEU/xt7cQwd35Yrf073Fb0aVjfcJ+gnNb1vfxt7itat27uK3d4ro54b/tHxrnVRN8tp8bexW7n7t0Vvnyy4p6QSfmcI2oSZLp/G34e9Litx2XLs+Hvddh9Uu0cMORW7EUz/9HqSGfgz6C5ne2+6b9Pz0bk+NOK8vd7dxWWQWVtaeH4W7IhhD3ONvJo7J8bdxL393t1+RbOcsOvP9k6tAcP9k4b5un8bcsD4W8Vlw9opUtlt7LbuaOGdpUBxZ6o6S4OhxEc1tY2P27cFGzGVFZ7luO1FtOwo6FujSvBjmDV4zS9TPxstkk+V2HHnW0b7t3LbvRzTIjOP+L0PDbmfG7PUlfPhbty8vFZbf298FOKOdMCDf63tcrcqzTy7427uJeOralbQvX29h5UFaB6jn93uus0cMz42Mq3LNbXe7/x24rFd0cP16Pw9KP+Nu7uW7xWK6bis/fZECSeRbhvNPxs5okfnvsVu7uc8tu7vRwxwumPYa70KFx/43bmskaj5duc8t9xWIcujh+p9bjLg98bG5DPmErx7uKy5U5cLbvx25Rz9t7Nf8aUVuW3Pzn2W7lt3ad6OB+0YcjS/GkdZbLY+pcu3exWfHe3oLnxR2f1kHpy/jbiXBmR/t924W7u7uRDhxk8GjngxyXq/xt3d3Fbu58Ffd3o4f8d4PVX/ClxW57czbJFX3d297o0hfeN727nx7sVj6lt3bFdHPw/bRJN8uPoRtyR8bd3e7cSwEuJnn9A8/rs7UNxENK+3Ifh+THxtXkSPbfZ4P7Invuy7d26OaNAYf58NdyxDoqmvsEZM/sgz8E8q9ztTc1FpvxpWSst3Nb2StLPfYhhd6CiO3HElnqHKR8btxXfFbiHHcvd39vo4YmpDHa7Fw9NirtJsh8bd3d2i5l929it3o5/crciVEj+N2fAo0bj4dist2IWG4FHlcl3QQFEkfQ4vpaPqPVubPxsV3cVuK3sQ4Icf7dzJM6EQ5+G59qy2cR+Nu4rFd207u/t8QsBkfXRhDZbz1mf3oPlB/xtkK3Fcth50i3WXhkR2SuF+j8tGBX46W0Kriv8bbcuLbhcu3JWq7cuFstvgaEPRNCSLtH38KRW7vZbd3d3ce26NHRzraUbJGrPfEMC2K7NCjlZ45Z4XdGkPS8Q1r43frRF8bd3c99727u58e6CCvtl/42Wx1uFdt78tuPyy24+r8u6OY8/u6TjN0yfnC+N7u5/v727jvrez+jn5hpz633eljYo93c/clePzn2c/t3o5+yiXKJE8f8bLYXarJHrEPf0Dx+ifP7WLu3o4cNxbiWPsHQx4wm0JfGz3lw5gTqlt7HVay8Vst3bl5AHP+iEyz/C+N3LbuK3dy+4rHrLnPiOH5hom5Dfxt12W3d3ct7Lgh78LG5pWND/pHXhqXzr+HOvcbs9x7u7ko0stsYru5kMOqqYf53YlgpeKX91xs+XuN6OlZzjvc9bsV0c/tgatxvxxPwzgqNQ2+lszwXMGfgngha/cTZJnrIvab8bty3PB3e3eIfbvRz+0jpOz/G58e7Oe5bELC2cu7P3f6OftUMGpn42jaS6JJnKz32/t9hL6Dn9b77t6OH7Ew5SmgtpL/rjdtkW3vPcuy4K7EuP7vy7o4f2Y0cZKL42/Lbre/3ZeWy2fuq23twt0aQ+t7S6qgdxfWN4UVFZ7mfSy29cYrFbnx25Rzd2DJ5TTbVkdeGN/jZz73sVu7iXLuxW70c4Yc3jam5Lf427ufua7t93d3ejCDEy17+4difcvtr42e85ze7y4Wz31O7vR/xr6WJbGPf7I+427eK7t3cbMrt3it6Of6zUFhyVnfhS7u7n72Jct/t3fRz+N3d3d3uFnSxlbt6OfsHKTZ1vjb24re3Fbu5+74ro5+NwTUKOk1utfQ2X3bis+O3Hd3e3ejT/HN2vQfG7tbSy+7e3c7htTmDeW6OctmpecrL9+Nu0Ky457hYzR0bu7Vu9HDHnn4zNtr5JfGz3LpdV6uwnZKrb4Fxvu70cN10ioaSrk3R8bfBsm+3yu3txW7isuNxGB/t3Sl/1JGxWK3dz4OrbupytuW/3R/yFuWWyPLgTb2+fG3Cj7aN67EPd3cS5cYbfI5/bjmycdcbgjIG1D1Wsgz8E93HaKry2jaZ4U340tzDmkbzumcj++4vQKVPfpJXRapbo4ZrOHv/jYrdvf3ve7u7u9HPzJumXuT+FJ7hbt3d3Fbu7nx7o5/G3+z2DcEuWWz+34XC3UWzNJ32BzSeMFSHO7ZkVP42W2/EOHvtblb3b276NCH2VNPK/43cQ0QjjR3ru7NWw29bcbCjAr/Wc5CYY/CmxW7u7uWD2nsG4WxL76Ofxt3cQwd34c4W0Lg78iLd6Ob4+2yxD1dYP/G2sXbisVu7uelu58X+o5/RO6RZSXd9+j/G3dxDkvENC2IWDfpFtudiuy5Rh/o320OfGy24rFYrbd4rd7u9HDqeGl4oa/zY/G9xW5fdhZV3uK1atXRz+GnAMdnrfxt7t3cfUtt9r1vLxXkQ4f33D89/G3d3dz5dvFdiHIro5tnuRzNNzDT643UfGy+97u7ufrVcsLuggJ9SYUR5E1Obfc/xs+ZI2LPlVvuXLPaZHd0c/6tH7+N2v8K1ti3Lbv1vs5y3sdWjn6GenU3e/obeK3exW7z3hwca5begoK8qmVPWX+rxu7lx3V5Pxpvc593itHOqMP8k39jtw7L9eo24hy7Oec0t9u7u9isUdHM8nag3GY839hahUNK2HwYtBzPgtSeZhobMGfgkNdN034UPdIuXEK3P7d3uK3o0h8bd4xL3FcbuW7uK5fRzjfc0rG/LEn427u4rdzNdy27lu9HP5Ew9cD6rZPjdny6z3C3buJYPdit3o54KH83LtsqpxB/G3dxL3FardvYrclfFu3owh8dPSgXz6sr8btt3Oe/t5zjTuK7uIco0gH5KPyqJdd/G7f7u3cI38O9u5n7Se6OcM9oSKFx3rA72i8pRy/+4292Pq56WvW9xWJciPfdHD/52w3ZW6jZ789gKy4c4W+3d3isS+ggnso+3xYW+N2/Ao1Lf2vW7fhbtz+7ejAw9vj4TaSxQ7/jaZ5Wt3uX27uK7FbvRzqmNpuGZSrcJnMvLs+Nnwt4bHndMyL1FaV535Q5q6Pdr2VGFf8+OgvI/ja3ItpnrcVpPrl258vFdHP3tyWP4273dxW7u7lha3NStHP0nI1Xbgg/G1+C3Y+rvbu3LOfb2fKMIfvei6x0PjZz7qdxW7u9u8vejn46jv/GywTPW3LjLYgcPl27VisV0cP6yqUmBb42lUnU/8PWD2/9vbit7it6MKhpfh7YoXtf0v2vjb7u7uXHd3it3G0OG+kUqlhvbEZKz42fLbm7u78fEPd7ejTz8w86sCHcyf9619Bm0OX/Jh+xaPgz8Lkm0NKY3Fph+fbFf/w9vb3eNsr6Mrypyagvgrvdz4/No+dGV8PXe8VtPG2XIiLxmmpkW98PXfdu58+ixfVpak1US+/UO4hw+Xby930ZWMS43zRI8fw7fbvbxLj86Mr+mT12oeu46tu7jdKpn6CP9mnh8fL+p+Hbu9t3FY+ufOkXttqL+FN7d7d587foyvhWXv93vciIvHUd+X/EXCtje7u+INS+tOHF/hW+924/RKXl5KnoPTTsR/Cm3cs3ez91bd7bejK+FLu32e4e5e/H5vw+ZEMr42+G7vcNPK2Stl930ZX7hrU2b8O3vx3eRsY2y5EMrw67pybBL+Hu5++y4Gnr6Re6SzZ1v4Kb7lzd570ZXw9Ll3d8bZX4gn8P9L8hn4KiErfcuWfH50i+CY+f0730UQHjAAACy/QZsAL8B5+HA0VfoB/4efS/70H+k7ReBXVwezNwngZY8/2yLo3zhpK6fwQdy4Gd4RqWTYFe2d2AKCvCDvdy3asRLv8bxDRrISKQ2ldsPXF+NpJhT+HvGe21LQmOq1cmX22W/4U7ju85wNWlaD234375H/h/22r9ZspDfJz+NGwNSE3rzOzKJGW+N5CJcwg9DJ3hdp2fafLQXzFm223kpn43jPRZe6BUt+rqrWN/fbMVT3ePCV74IOkkK2xLkQ9nbIq/Jk22dMxeGzDeGP4f6Nw2UG/aW4b9dJBWdTmeE+04fwhcTQl4vje4SjJbeMy3R36nFt99HxtL6Tttki8X58b7LTRhA9Fu5M7u32z9T38P9t4ntH45d9vzLHRT8MbG+I9Ofrb20yw3p3JLYZlbvQ/D/cToVi+fRVH8TTUbc9kP+N5cfTG+zxfb7P3KUge3MsvxvsQ5itkf1WGP/b6SfthqWHuepgxav8MXl0MeSewjGykbRdbOuu0bLSP+CvjOjSHt93O7RZ+N8ZaPDDLbcP1C5U3q1gZe2N8G1r9p/Dc8qnPX2p0HKwZ+CeXn95t2/G/dKTG937Zu93Z+7JH8rY53/jd1rOLYwtq8475mt1krqR/x/0qSq/8KbNy0GVuztf3vuK4npvwU3fLy63Ldr2fHtb8aUuxr1two8O5pI7JA+d2IYI/SC+CN54viB6uWBj1GlPh24fX+u7ufXRtHP/zTcwpPK1n8bfpe6Teu5nu7vaNqSL9I2Acm+Q0jdbJea/jbcU+Qitu+du/W9K89lr35l99HNNhDhdWQ8x4fCl6HU1X8bXdHb2u4+WjetGWYZdDrtyq3EbUJHo4Sbvd+U06Wv743bjfXcMvNxHREjllt920vrjevQgQb6uroPff433I130ixTPLc9NOWF9Suiaq40pDNZahpZW2e5xb427u06QrG8rD1WttLT1VvbAaUg21XSjsetHNk/Gy5dg1qhW6urtmHvtTU/v09bgYYR7kaWLdM6O6JN0Of/G24dIhkfir5OOq/pQri/iLiBLeua9T67KA5mHh1VZUmFdol1RNBa/xslVNtZVGznfiXL/d7vRn8CL2j3N9O4365F+N1F939vx1VEuJQi5mvWtrd04pr4TPRfG7PZK6BfXhXSN98t9t5vdznv8fkfIbSxumrvxh6Vc5+GZn+NltXmXt27tpvfjubY6Z3eBhRnoVe8+2uJCJz3+3Tx/8Kbu7u1je92nyCZ8bFbcZ1HPC65FpXi0bhNW4T8HlQCpwGMebgJjr1PZVPFlGWNP2+iMgzXWCeXy9yrvjPBsv1+N3dE+ESxbZy3bxO08BsFbYTubeG6L/xp3fkuPyJ1buZt1Ok6P7akHYicZNBYMl8beKq94tF73b6PkMsSVzeVfX+NjKtwtoR/LiTelVs+OYdZdtL4mV31BJA3ynDzhkIt96gRvSLcMfxtuNO27F/pu/Duo3rS+W47D3xzN/upalo0i3fp66rSfjdgQ3wcW0/Xh0qjPdtxOybZ8Pcibh0NIAnNbRG9YuP25UPzmLMeqGL40l7vY+qao7Hc239JUqvjeew2zv/xt/Tlcu7adbvd/A+7rs/+N2jeevbLie0m259lyRhUMtH5FRp/G5tLjJWf1W7bicaVnLfx/813KV+NjWuuJ6rvYX2Hblt2dnR8uY10uxMMYXRfG247j3M27c+393R/7VKmdpV/G38m/XrdY+1y3E7wvsd0bASNfr+C8NvkS+rqPWX5PsbvdNsLee5Ne6wfcV2jYYSduuad2n/jd3vd7d5WY0nb+tal3425pG8dh63/tz66NZPl/HzKco4WP/jd2fx47h/f7rL8vP40f7hmzf/Gw0jsvcM8pfkL9bsVs5xepbJ9jX2zXfjhhBf0aeFV7S3n/8bsbpWtwkqW8wWqO5sjHb1MlsNvFjnnohNj8v/eNxO2JvS2/FdCP0Gu7Pt9vlZ0MKa/1i1nLPZ+G5fv9fhaf9F7/6T8CDUq/TwZ+CI0vu78aJrC/VtimwnyLc2Mq9v8e4DoykW7096V8M3whh3dzu/jfe7lm9uG7UDfu+7wsKOmlYiutXOsohnp8bpy0Pxlbficfw097pNwNvVI3vntA3yreXRPv43yOayviGjuHRH6p0lnXboyARdnfqNHZz1ATvUi2uosb42FGlV0Wu7Pioxrzv73ctr8H3QREOFIcfVJbeR9b18bsqlvbtr/bdslaVde+9GV9J//H9PjdgsyFR7A7FrKvI1uFzcmfRkR/ByZr473f+tOOY1RF/JKCQpzP/jabSvXLcVlk7aiz2VVnN+HKVcaueUsr7naOae200RmXkserKKshtMky2HBjy/74254N0mywsm0q2aV7ifYK8m3blObPtbmRhwiSy5KTuvL6/jZbCjWfLjP07puhVkubvcAAIaszXen/xvAq94culuFSfYq3H9XqpUlbLbNHVFjHDc44aU4IEntrls5bbMZcPxu4r1lvd8OW/TW7tg7UZD9TdOv3Xo/jZcJJ+W/HbrNfUuyVXPcQvzm9J3HOEZq0Y3PJXZtKbWz/GyxN6RZ2y3f07qut0vc4jKMz1X17nrjgaiHqLEc32o98bP9sj43xN93d9S+3/DHNvHL+xsb6gp8Py3snPrXfJjeW+7Pl5Hwg4f/blPWt0qUMt7VlVL/dY2WLPNaSlV+Mo+b4PYn41SrP3YrjSinScXk27Wvf7pYSm2kRAXi/xs+EzYic8lfKfVV2rVq2Ru3R/zD/j5LOLnCq1G+cv+3jZzhAfz61c0fp1uZbfl3vTd8gCVZUtJ8Pc1P6Pl9fcbxtdim4laWW7Z8SjwwmUr32jTpONcvqV3GoTfuN3W+JI5t8rJX+DPw5TFdNZl72HGcfGlNFWqIlfN9ox/T/243duXY/bI/jyHponM/hFHpf9cbT1V65bQqhtWbY55SuW90/WCsSDtMMtRpJE6v8bPBsbrjLhejee8Q9u2mqrFx67RhZ3TUPjdlt22EC86K0yPhani17i2UV0sti2P0NIiMtDXe+7hp7ctGvh3YrPk5e+ztzdv6OZ+me44dvXG3zbd3bd3d3vi+Nf4Zf8bfXTa/FGbu/G0brfbtbqaqv4yjTXobS6g6j1e13X9Dbv89nOP1dy31ls5YW1OF3SCxhfxY/jN0lnnUz3KSmYe1CT/tkeZFVL+pfyVxtLHGewtepzaV6JvNRknJmWv3Fuh1f+NKfVmaYgSZWxulFuV+nmbfxu0ncLqval6Ga07m3dhtp13ojnhqSOJnaNmVtpH8PT3Er8/ojge1eduaK+eB0PqtEstRw1YbGi7tTxY/xpGbdm9nez27c9tmz4J3zDtvt6L/8KbadJ8vm232r233jSubHbjvVL6hWZ4hxJ+Xb7MwnydVL9fjeFnItvbV+Tu7n/EZXiWrfD/jbRpOW4i8/MzeG03P7UM7LaPwjZt7UBEKZdfh/G7Fd2i8GZkpxbnZU0fj+m6TeZj/qbwxXe118A/jbdy2Xth6M9h6isV1ONrba623cVd24vjdlw+XuG+kW4naLRuHMLCq7BGQhJ2kw00ar6VO4a1WVnxuK3Te521jKx2/pum+RbiC/+oOLb3Tm/sLXv9/9n6wxaMGfgnxDC976b8brJr3Xu7WWAytpnq2+IVKROUHU6L/Krehuw90mrskh9X4k6bukyS7MneR9w/h3s9KlkjUEKcn43y0cltyO4xWu456ISwT1SquI/NtuW/y/5eNu4drSu8F/rsNj0XbY37XY74Akhb1Vt96KzHl0rAgfm9BmusbJlq/W8vENIz8sH5HW33EfX+oe92v5A2VPQZfHxtJ3w3PbxOZd/b5tG+JORhuxBrASt5m1Wd6ulhxXxu4ndy8/J/Xt3iO1G9kfpZ1H/KTtOX+vGyRqe2u/be3extRdlrf5cC3iRVBXw5CL2JI0lX7/eIZl/8fG3Sq6946q8/R+jqOrYPbo1o//SPQI2n1uS/G2+4W1PtuXE7eCPzpSqN/TKw1vYV+7+N27Ze27bvV4tN3dG1+vSTW7vv42+XksJFq/beWN47e20Pj5QGVDbtooyFv/Ncc3/T+Nlv2w9qA6927vntiIXlnHjxcb46SaSeYkapCjDsP/v3G0bzopXrid/Z9FfcVuj/6acvxiYMVw+fjbu2nEGHg29eeGfFt+1Lc3HNaq8rUcyyDM0w3eS/PGeWWvat8bMXXeGXMwr9Wxdvayu11hat3bZfx+JNN9wjPrSdp/G7u6vriTLFPLjvWarclSL0T0YautzL+5NDZ7HbVPjt26nJsn5U3C6JX0W+j/6yozIiWe/jZd1q2Tanwu5d7uZi0fLe1eiJU1qbSX7rxstxOiYW1Fuw29bm22qV+MoIet9Htql06B375Bf8a+Fum9slavaiXz//gz8LiMzL3lmmxXeFVBcP/GneITy0X+7H8Ms5YrX+P+O3wOYRckvKp9O7UI+v/Gw7l0assYme6mS7vZ9pLs7tePjJWb1/aC07r+Hd25sOcf29uu3bo+a6xf0SUibkc5Nbn4f7k3P7k127t04dotV5lfjby72Hqj2XkFdh+LJz+yT/xtO7VxHusrubf/G1dI243O78YWJxrR7b2408U/8bdz9kYrLbV29MuF9o/7rypfjaD/dhv1tZdt3abqeI367du8ePm+k6UNgQR9wa16mv+N6eu3icd3a/cleEGsHWWBWsVXxzDKJbegIf+bo08VRbizTXxszrcxe23itZXdtvSSxf3PBir427Lbm49YPC3Lsvb3+tmo+RdHWC4YcofG7u3Ljltvf7tYr8xtYj/wy7CNsv/G0L9buXdu2HI7FcY2olyybSzocw9bmfqLMN10f/G2zVu36zv7fnx7tpnQylN0jbh///423G6vZPgq1t+bdQeu8v9H9SuGU0//jaVlrJvt7uW3C/mcux342AcaXGv/jZ2lvI97fK3t9v5vphzaTb3q0N2fKT7u7pCX+lgf9mw4c03xs+p29tjyt7u4drEr3X6o3oDaRBD/Gr/wpZvdMbo74ukuztpXUkxqCf4IZvkv7QZ+F5V0aOb5OKvvhV1v0Bfx2lGzZL7/jd3ZeG/1Tcifk2XMNDqlxmo/IcgjaWN3tpaqfjbuzTPlt1xmwhfhbdz3rer4/8kdgWDdNfGyxXZv6jN/3d+uqW1U0iwPgDFd3cv5//G3qczXLl1Ohf3br4Vt/Grh3rov+N03d36f1us11cOjzttkuA/vV+NT4f6FJj43Y+r9dHu9K3aC6qPS74/+fvN/w/3e3eeRcd+pl7dZ41/Gxlbfb7Ra3djcu+zd246uj5tx6c2LDcSh/G86ukxTbNterst3txA8PZ9o+fm+8zmk7Xxt9ufLc4tr1vDTzutku8AufLeEnluv0NnbZPsHPuJdb7s7WsO7fvxmGOrsrtgi7YfGwlc6N6w3+ub8duCqpTe+GjRu10mw0cw7b/IB/XXhX/xu7OTJFqw3L3+W+1JrdY3YVvR8CF6HG9/0Qbh+U6ApfX8bi3fenfju7YayRu0BF6yDah1HHb7xt3dp3jyuX7u3BvNM83DGw8geuePfb2yZX43dozE39zNErytZcKdL1ZILXPstvEc/5J1+Hdu/vc72b7u6PncTPtl2t1Gy9Ttbzrdr+zW7b8eK34k35GVHclzSZrrSZPja1d/G/MOMufbf27yxNqPoubV//G2bdn5e/G/3d3PBuZofW1+GbaJOB7rx34Jp/8IHNcyDPwvGxNJnksm7jz6XlaMvYzVMtcQj9OmcpC+N223Zl2pqft1Wkvyc27OR8YqOl/Q0dj6cmSgq/jSl6/Cmj9tuzNvPjxWfT9W8dQHKF73tffxsKNCdoq0dW3f0/85y0b2v09sDaj8norD+0s7lkfZ/G00bpJHS169Y2sinQV0TVC2yV57A0kfrMhCbNVulIcCDKR/QrvD40h1Md7V71K25e9tUR9Kf/+Nl9vdy+7pu9p6P/kTNP43Ly+7S+ctpvLw+R7LGcuN4CFvsz9Zk9agr+Nqcfe+Fn2/C93NJXHG1x2wwp+9MpMg/la1C3wpl0kbier/3cKPnX/RkPjb3e93/jd40ZW33a8cMOfxtmXbpQ89cuvZ3bflo+fZlYfdr+vTG7mZuy373iGEV5G/5LuEq/0+NrKrt73dlldUSOjit+t8B+mGFwky27rSKuKXxtL5vu7bhYxm7ffbm1/R8s9U8x8sbbP+Nx3B/CUs8OLf34/mWXtkrqfj5m6LOP7ZuTIUovgq326ln8b/6b5FB8bcneytNr/FLJ26metuPrx8sSSpf8bs2jNTMOWPTflqFt3HuTadGahc2u+Tzwxj2BHL/6hSfx3SvRWPq4e6V2pozC3U342+3nx3wu9299vq/zu+Fvw5LK7kWtBBtYm4Vai5gz8LxpM30x3+yi7jfXqJp/GlPrtDrzNXq+d37lzPr5FxuI+SU3iZel8bdee+9z53d8+bfo/lJIQN/+X/XGkifafxTdd3d9tePjddev/xu6208+OrUu3btWk+BpX5XbPv8bdtqM+4e9djuS2fTiVto5wSt/iO84PgNlhMO/xt3J7V77tPcN+0f3y//xt7actTtM1mky7vbaWMu+PoQwbn22H/hSfzb3Xc3jt93Rz+FKZ/ft3GFu3uTb4/8bc+DvzbYObfe7UvDeiNut5UNKDlJ+CD+0cKjp1aEPxs8n8YW05jjt7rqRtu6fGVrWJP+tksbdz6txdse4z/f03o/5lfZIT8KarSrr127nl27naj/xu4ayXDLYcPErRbVZzKNuW/SfnxzdvREM9rYXYxrBn3RqFvjav1pyqawNLtt3Nu3I2u3e/0fU8gl3++tnD6NYv40p2nzZt97j9Vsy3cul3gbDwVzchzc2VtkvjSJvy78PYV7tFxP0OZt1o3+XE8NzT+Nkrh+NZNq4W7V2M57l87SG6q1vcjf+OYj8pu5o46EbX2ZJIoyNFNAt/xs/XefuVk2m5e3LfFRmme11H/7kQTZrDFrdD43Jr7+PVurWzd1bUJm7o/UN3n76tXwn32rrDNGof5voKL4UGfhckYXfCjzf24zAPjTnvFVYKadW/LiCdVGvPq7cImaC7Kh8YQtTWI8sXJQk2CGGT0343pOK7GVvw+9ulblij//VPWOnqX/rG26Xdu73dyfnWHB9WEP6jXB0uNKDjuXJUVKxhjakm6eIy8ffjZYpvPgp9YrqP2RJWoVbr5/S1C32bTxzDCk8i+ZppXNRRftTTip/Gkd0xWFuJ2h3DJXWXkxvv45g2td0vn1y+2cv/uNPEPS1FOG4K0fhf8vo30rFsrd2fUaYe28g+We8q7VxkP4ZrtZxyv42WK1VuZ0j2Oq3N+W6MS/J7zsm4cQXTW6qq1x+cpCxEv42vU3pbvV9gq1FVt8tmngZgb6V6ozfX43iHu434OvcTg1uU8t0pmRbhyOaUAz4YbKtL56V85fv8bLG/HsdsWqU7KzYc4m6tlHzWqV+ajMoDmnE1rFkEF3yvy3KFfqW11ubXeNnqQseaOJWBRqWTev5d9fW+S3NZWje93N2tpEaq+pGJ5Vdr3f43FbuN5uiV+ZzC7cSPf2MrbMNVv9/MHhYxCl78ia58bLqacesVtwNv5duotUkfK135ha9o+4e7kbpqNIkWfkFK/GkVqpVKpPbG6pVf529iCrfkbN8xrE/L0czNTb8BXb9NSOXt+B/jb/LcZtuWw30t1L3CmqH73xpjlqLhoX//xu2rbubXt4X2Int0f6hM6qesBT78bPd3vfd6b2/xmdhfG71xe3fc+Pu7uj/+mjHOp/G423EsDekd9n569udrefa2CCeCde1x7k7//xu3XLcvvE6b1ufmYJGiNq9cjfUEP4Uf7Q/yxyTQthgz8Lw65dPHOIdp7itWAMe6X2//JmIotX8bs2uyWNVOiF/2290rzNflo3tSZanvyx938bs8VaslfboxHa7o20xXjcy4cZtixyyr1+Ns0to/Jf93htt0eVbJVeEvys1u1e2ZZ0OaVEwnjvhJ9gPzi9P/xu2431VqFPK7LkdVm30ZXU1Sr9px1HV8bOct/Z6T93O1yY32j4yLrpHUqNmbNiP4257pW3HqGVuwduM9bPcRtLugCXem53plC0vr+NsmW8V1PgBE0sdn23TOc7fdH3SNx+HXWQaBSVF8bbttu3ibcXpWb1fn43eov0faG3C4Ed/1q47r76xumtU/Ztazm4pU8W+7fp/VuSB4Bkbwi57YL3ImJFht9/G+z3fb8P4ldCYrvBT63s7UbW6DIvvrD+DUscwf+N22D2/LZmfx29ufY0f/1O/T+N2KzMW0SNwcpcT+K3dH28dx77Dql38bOUSZyMy2wusO6rZ8SVq6NsijeRhBA6WoX/r6G25E/C2N1JduTar3gWxs5tzb4/h9xD5p8rUI/v429mpaX126nrc+73R9vvdzwf/jb2H6s/H3utqm7tnG95q/8Kd3e7uNqats27o/8bdw2Zax5VNIrVrfH3F/GakOcORzBI24RtrHLZuMidsd8biHee34leR6Xb3XbdivbwjTnV6uSG1Xfxux/Lb9Q097f2+UDzvk/Vi3ozN+2e+wELXSs0OpBD7gxr5WTn8Ga6w5k27vDqx6Fc6QvrT4UOmfvx3bLdp027t+FJbeXUy7GW01algc3nt7QED8bZ1/7tvRvWQ7LLacZ8/3OhhQfUpCepW//42pVuLOsTsvLjFJOq1hbWP+WqozF3QJX270YenLYSeYX1ISqmVpfG0Dk+Ny/t43LYbd6zBO1ldl5sPD9Jo97DTmGrLriv8bTsZyCz1BbP6s9j/X3bcd/qo5hvmfqX7q15PZV2/G2+3Loe5Z72+xvF1i3CcVmftPMfsIqy1oUaaEuq2dU+NzcLKjaxv1Xt7fl3Z2vxvwg1tGgdY5DhRrs/jYdeWf7TqhbftpXnF/+32i4+G49r4HQ5tUsFyib0zVg7//YEntCZ8bWce5INwd3EPWbt8uxNVBHtAjLYqrSV1cYQ6QL+zQJ0rtjhE6KH3p2nXuvjbufF1zdTTu09GsneJ9Cdyc04jdg/fg1zSxl5j3l9Cvxs8S97vdv7STcvf0bX+u+Y2RfjZ8f7rsWbhH2OrZ3I1LK347CgNIYbC+sIPJqjMOsDQ3qf42Scz3Wyx938vX4dLbTu11GaMK3T5np6TpJ41W/jZrlaxY8WzPu5gvI92+d3fIwwD9p+r2+15Ryhnx+Htz+z5dY58Q8ttHtH2nHJO/E6i/43YFXXjc054nJG8mHnb+c6g8fL4JMN6yHjKTUsP4UhB0rPYfOi1y2trfsb/b2bLwOfxt92YWtu49U31OXW9m2/T+SPthL+ERXowy7V5e/422zKi3Y8tuCbbOfUHee3wzoZ3bZaG9RRf9jnI26fwRz+VTqDPwSEvPDJvxpSbYrbfLgS3at2sau7jqo+e4YdLbuPonw6RkbbiPp9tyt+LqJ+hv1z4zGvb/6zf40pWEqvOe3LlssQuq/aSlWeu3OICkPMB7LKVHjYh3Yy0TbPxu4m9/tm3Cjfy98Vq2z83j6Sa+zE8mU7xRc342W0tQQ23kjcxxws45tWGaWy99VfuxeqVoLNCy9siP479S1YasPqfj6Vl/9obOc33vDCMZXshvdfrghhY/iuNGf8GjUpWjwr8bbS05Vj2DXE/dva3wMxnov6F59UHV+NuTZfFE/Kkmze9K03++1Vnz43b3is/3Po/ktzt2+uI2saK7Rr/8b7dy2fa3LqeJN3emjIfvVHoT8bSPP+fuxXUzSVV6MVjlRzz3TnnOimAYa3wJ9Yq70TOdi/KOWZ+NvlbJXZ7hKofC/6s/UtmZVB4znCVzKhpTUi+BN3/zEuPr3+zFV3kTN8bt0utkJcHWfbr34SPtcTR9t134jm1Wjjq+TRHoL3BI7fjdjC3d3HpbN7CV+niT/3/gmVLEnj3VaVC8+Nu5fdv2PLB201Sw9Hd8D6kbLF7UzbV8yeWfX42XHV/3U5PUzXdt3NX4/vt/l99PCm7U124WdHe5Mifloz+Nv2yvztu3aW7vd+KAm3dL3+qJEVN1/G73V4nCNldww8/u3DIy95H05SCL+SRB1DOUwt8bLYfKqO3Vdt1Kdr8kOTibkVujCksy/iwRtigvhsh/Z7fwINWe8GfgnzbJIdpXG3pvxu2rEcdAeb7Tt+DHzL1uaObCoai4hDiorMMN9T/G2tNl7pOfY6B5/Hs0rzNvj+HZ0oCROVw+lj+NKGGTOqZ505uw97NJWmsH4eyiflJuNzjClhkrJGyXZK6UMQ7kp8bcwc/ctuEalQlN58dWvb8fLILi/rlPftKl+/RTH43Ec/aLemfxWWxnzcupH//Hp+e/jZ/NvGcnSj9e+Qs6P6P+Q4+ri9fxtPkdGmeq+x+m/Hs/3LxlS4jFQ4DSg8SyqsEF62ytHGaaRcx8bC2l27pB7Jdu+Vsk/H/RhQ/yr/7ws42p0opffrG7PfFdR5JWk5YWFlbzUQTrVCfK65fITz1Dwe0ZTf/jdjfndyZ0f1Wtuc5hvxKr72PU4/zAR7q96vff/G6rGVtsl+TLuw6VlubYq8vRzSvcWyN8TSSzq+X9vxuw3ochH6FqpR7uw18ey2+P8/EYUHsJaBtfj3HkfckFXf43h8W35yYO0PccKNVvvL3uA/3MqlPR1KZStXUeOJfr8bb+uxLkV206TNe239uK81qow/XoZqxu2Cf/G4nc8XNyRW77SfmpWtoTv33aL95zX42337dyY7l7de7bR/47zyzoGu1Hxt7cn+8tth6O0y4IaPaj9s02nfy/r2NurvFbto9Jxm73CbItH/BD6WVlOv0i4j43tOXCR5+Wl8WVTdUrPYVt8B+EvpdsMZ/aXx+lhruvjduoU5wNHC4nOYOwlVdyZxWafMrKgV9h9SgTbnhDwjht4OtxlRohVcuJv/kXwUGfhcyZ/Nyr5V3TYdWv3/xp1dyJvPf3L3XK0+J1muzsI0pNrjrELyG8rgSJSvsr9IbrqU2IrH9Uy2z3Yl13dpbRzQrMKWNNbfd6v3xsfaW0v8ncGK93d7MWg93Z25WHbnGQoYceD7q6FzF4r0Qao7+Nk+w3C2rxEzbMXU1u1evJUWw5HjW7PHNGsTExT6V363/G7NshPjfd5exvWWzs3GVOYHEZAPEu3vrI5w0NER/+NhRqd07ISNg3Nhv+7Ebahgz7t+0lmVlQwwmY2Vuz6sWRJ1dMl9OX0vxtXd3yX4iJmk2n7Nfj5P/C5jyeVWLMEL8O/RfG0kd0HTVZ8P3Uo/1m2RZbPZbC9VuIgEEKPwTptnp0+tjJf20BAs1WHolViGy/G39vtsAq+X0fefLdy7bghovU85ARJeRJMzclMaq4LPT+NnPbrp60gex93WSq647bufHwCqt2y6fp4e+MecI/G6n4MLtxjSt5bCrx9NqVvvTV+CiNo1+pWnGMdNnIn1/JpLAtL422Ttw5ge9dVfVskFHg19vOTwR3ouptWIn11h5x/jdxPzwd7u93t+a6/xsmWWzYle0ldu3HqvfA+ARf/46+rlVFJX8bjDL8m3brN15WI34KtDaSC3VYPsKA/cBG/W9UtQNEow49CgqP43dur3c7TnvYT0kfs/doLr9vut1lItod6423LLb4TVx7OWHNu0fl2bpIHpH4E3dgicz8SD+mUihRx/8bbCy1k3d6tbz1nPbCjStTSI0r/RNh00rlQvjdSIRpNx8GapxavDtW5qFTO5WLSX1pvHPDtwBNorjsoa6kXHsO1ZGF8buy6io5OrHrpPiS2FHuHOVlJOW5CcNLgOduK4pp5vMaBk5ZyHqZvghINoNWg2gz8Ly9K8ZCuzhTSy1JsvhIOWpyiMbMvjSswtlts/cxvZpNRlhb6m9bOdDIZ/uGdnM9Gbc/Sc/xskaLan4Q2uzcns/u8dV/tG86JMpmNH33vFURA7v1F8bFd7nw5RWV1RcXqcwfFats34/mTNPOJeEW58bTjlPvvw4VAo4Pbgq2lWmfYEjuBbDaSP4cXyh7lXqUOsCD6iah67Fx/jd0Z4RN9K5e6vmwX8Y/ln4r40rafVEtRaxwjtxdSy7WHvjZfWOrbe/qvnsLcawV+CtMm+35AaejNMfUEv3vE8HB9pv42TVu3SjBNxBh1huKQa/UdJsrN8h8sK8YYbHFr2jf69b3o4XgbQakhuXxsbzTPXXsPOLVTh+ferxaQz56kfDe6q7+6hu/a0eX/43ZYGrb4GHoeg3y3fbdL7yCZ5tDs75F0/Ocsw7Hi3xvHzqPy93bTae1q2Kpy7o+t+Bh0k3UPcoL9Tc+N2YWo6vXvlQnepvcWm89u+A/+jo7I8Ek4/xt+VWLXGfWatlxtKsTnI+OGW60I43TgRc+Nn0jqsK1738dpVHu+fvi+CKGY3nUcI09KVrh6973csn4lEjYeynmv427e7cfV2u8davsKuT5SMriY+mNnhwVl1fjZO4sevu3Ib2DuqfHMLdfi4jmCStY7YhwknS5Zt49M/GwmV7Ez1ty3wibxvNdmlewZltHTg57aaCYEv/Q7LurpctsvZDd+UUy/342qVThCKpy+fFjyxlvHROZY97NQqaV5qam7gcwId63X2p7xHPcstVr1+Nvy27r1vexvrT1VvZcR/4aV3fhjdSiVL42/e1S3Ye6R8OaW+Xk2pEorssHSkeQ/e1K7Vl6G1RRuFq+QN7n+M/h2mfBn4XJSm0qEX2lf+baihlOHfl/jSlyEWze7dr+e4+Nuy7tj0ZSey/avUd1ki5MfG6ywZpzj4t93bsc+2z6cw8DYJQ1Oskwa3pnQ/G09A6zl9603e10pUfBNVrPfxkBlJyKq0zE0W9xi/xt6hWXbqbl3v7htUdtxYHzPQm6/DMrkPnWH6qRNJ98bKszJ3IhnsbVc6p/bh7LZdZz3Yzf+pA9wUYEZqszbzG3Vq5EazB8vRJ2MP3/Gz8lOTYPkVbo7FZaymWzno3lipXqHuCoYaBfq0F7i3KxuQTvPqmiPfxtq0Tty37pXrPfe6P/9js1EL43WOfGVbB/Zt785LhcLhbfmj/hh2arJiP+N3auXb2K7ado8tGd0Q7ikNRzaVIrmPh7E77u7k4rtNS7bg/DVLT1R07/G7u28Q/Z4Nx1ONrt/NQisv4ko+6v429YrEMC9+7nruK7taPi50FreLp1pkfxs2r1ivLkIXQXLnkm3d6P/dG2n/432fufN47uT3vG05+rkp1r+N3itzNG83bHVCBaLZrEr3rz5EbSDrOhMuaZFde43ZKZRzRSsYZVu3x2IcsFRWk3xFvjCkRuhJ0sifVgHoZ3fs6tbSXY+N3f/Z3bpk/ntCK0nPrbSO/+CO311+TF6an0g0hrKiOzI/jbtFX61uW2vwZvl/abuWq0nR+2nW2WB9xp3Ijr6Xn3/xt+Nybu7u6b3d6Nh2mk3hH0v8aS6ubn4rc2a+9lusj9TdZMT/+wzf91+R8EGmmwZ+F5mUqk9aEWSEzPaWWtmdwfQ85VoS+Nrs24zXqru1u27uzbqdH4GZPD7pdJLbhJ//40r2F8SrVM8/6RvtJ8+UkfQ38b/S0i58b1PiZb/Gleblis7ar7t7Ysnh3fKScpE9rnxtXQzK8XFbTpNBlWqtXyJGkWjmGaRzlSWrtcrcv42Tsq3m7fpv1S+odX9XQcUt5q3atkrEowrS00tU3oet/8bN1JsNO7x5vsjY+O0I9Lr233b/8fsW/0Fba1jg28SHmo338bJnb4MIluKy5TsDWIbstrD/b46Ct4R5aGycgdNPdUT7jHlqaPjb2mGXyShX5betTLq2bUgkbhbVyyoc5bpBd/uNfHRC0+ds1EMv/uN2CnlixdrcdepPsLcMuOy23D6uzyPxh755zS7n/l/1xtzs3aeMzY3qWeFbNi3BdW/C5wGkMSb35BFtm8i/1WoaQfmIvjb/vwunsC6q1s2yHli6qx6JCzpaP/4JclqZ/L/7jabSu8KLIvqfj5YEqofylWqPckF4/rTwUPHUfP7howe+N4yp8t/6nMst+OqZt2ft07tmbsoe7sP9nck/+NpXlzad3Eb1g9pOfVNEf+id0/fa+Npnn3sk/LTfntsxWu8FrejLoS4FXrgP47sFa3PpVzk9+v77xu03CTodpK8dt29qVfm7ujdDt/KNzIG3+dlwrLgt/8beq3txnKob2b5Ym52aT/HEfmYJq62jbEc/G0Mc520flT/2S4h7pu4rRtAS7s993OegqHOUpl7C/xt7u73Pq3EV1u28R83yNI//xstL7u0drm0OvKMz390fnsxqEmHd8ql03z64xc/8Gfhc0V3oppOf3htNT40rt3Jtltz5bJWEqko7FaN76ERCS/fqZYYRZbEb0vxs2ltnfx6uzbIu7H62+3S+8j7/Cbtxh1aj/G7mx3PjaIynNt7lsXcWxzJUBC8rv469fkj3lf8beqy67x3seXffI/c7L//jbchDq5aLdEl1jPj5bf2dOR/9Ma0dH432H6lrc283u+y+33OhlEL24sxZ/vFdjEf8bJKZu93aefLkx34j//6/v+N2EWYnh954FlZdeRfjeRv4vWXGwHsWeycMuHUdM7Kn8bfVxOfbHP25tit0f+W1qPGX/yxuwstbC/JB7Dxu92tz/A+I2qR/3lKSe3LVvhS7abxvPya/qs7Pl9H/jdwmMiz8m5U/bufSbdjeeBpgEXqxtjR8DXl0eDRo2tJ/G7JE7/ZM5LPaByj3M2bdt2fR+Y35r8wtGj//xvDldWvfFcvCV6E/Lu+0i1PgVqDUzprhyFnD+N2M5PVXL27JhOrVE70f/yqSj77l/fxu67m24nSc275+j/9iJp0/jY8tTdZrdUZ3Y9mWzKs+wzqE2huNzj5JNUjJkkiYv/D2s2tqVdz8bOYXc+8fSIltTnzT/8bu/S93t6O7e8Vt/Ginct8bt+u3NmKwq8GeVbpWG/fbo+t3i7Ghc/C0/8/q0Gv9VTBn4X2oYZYsr/v7gj3s+Ckj84t3M8+NaRfCtu97Fd0i/Dj5L+HZsdmW78bZdIhlY//4XvTchKeJFk1f+Fab27h6itIoz3/8Papdu82Hz2/SerGIv8F+94/3jfD73jn/hXFFdKJ2uRe6eP/hm9p2+2q39RN/BLl1rjt6RfD+JztufM+doZWnE+nDXcj7zsR/D14nvFNp89sy49TcC/69w7Zt2dsXDvj56RbjSGfb6cMaTDPwX7vPj6Rfy8mx/CnJJO9K7vxsk9vxtknvjmLTY9/nzbhO/6f/D227efU25Pm3+8m3vgi0i/b8LZ9HViZF+aT8zRiXy/Lrjb3nixd8+Pyz2wSfE9JvFmXPdBtPwyV/6/xafMB4wAAARCVBmyAvwHn4Jw1wJ7qb3uES9c9+N+ucsgo9VNqUw6Qd9hub6meKrLQJrnWg38v/0N6lobm2SqcyO3JbCf0wVLijcBJ74YubHUm5H8b3CNLxqaeL7KTJXvG/PiTnsArCPG3pQn/8EHLY7oc4XF3rZjNqq5k4Qee5tJPaxWjGpsO5fYV+N7agrpOwR+ybppRqq2y7bsXqWWkl2YR9dfbATrbQS6hLq7b+N6TW0ZpbjJaVLcB0Iz7V4N5IJXtNGKBWjpTAm1XtF3bcgMN3o7gigvQVrje77n3BqVTxUzZJDvwqs4zN9WWeKsuu5l545f98bx3b65NLXDhtH6eaK6E+mYegqG0UtTURHLqtHc3Ket8bwgvLRZe9gps92y+X4F8pa3RstmI2ukCHtNO7ceFZ8b3GIuTfFsLmhdq1tWox1z8bpUNrEn826HtPgPLkVfbiywvZf+8bxnxBdPSyfOqSxslN65uyNmqk6DOiQt5hWT+ys/0S02qeijr7G9ZLbXDv+3tNeezZLx6mu7b42pVhJrtGdb2xMqYEG9f63rjeG/OjjeGVu2gvVXQkq+bf8jUF5Oegb7VJP43hENgIvKbvQhfvt+n8bhEeBM+ld8K4DEcjcJb1Rp/lOw3GYhoSTzH43lMiTTLxDmvZrGVqo3iijLpKGpwHw1YvyYWsbSVqpJDPjeOS1Ous1gVW1kms3V1k3DZViib16RVlR6p/BBwy+RmkN5pvKa9N253UKpplUcvZa5/G9Np25j1RI+QitHsqwpUt5bC5oVEDCGg+OWcS2GHJBiG+z6/BBwX3Ni7kuuu1dBH/sb7ZUrgRfCxpWxn4Y7ph8I4LvG1hx0v2HDXpXQ4bZ+k7L75YQZ+F+5dLLokWv4efTXS+9PG35nyH2QhO2gqHS7MxsBWCdaDHz+NZssBdStxuzQUf0gOnFb44p8E8uavX+Mb++N74WtmUlk9mn9q7M0/qLVq8jZdkvnu9jXSg7HNrWr7dPfE2vdEh4S5FEeUOG/LW7BT42aicyoVwVhC6D+Vq6TJMakqXVxsHDEmewxYv1GmbQubPjbLZb7drMZqPy7NuLK6qtdifg4rCxvxwe/87p7ir64Oqxf43Wm/rs0bz8edRB8/s7f2p9KpVHQ3DAiahYjplri4WGGDVxFmf7+NK/1PmXVNEf3Ld3a4FWXEZliRXWkTADD0WYIULQk2G/0uv42KtyOtizdgulRSlKV0m59iHLfpCG+OlXJeYBhH9JB6aThL1T8tNqyo7+Nt1A8/VioR7bd9Z7Strsp2/K2+6+M5vhrnssMXr6GscyENXtqUr42QU1iaqyw+1hvwq4sqpIPzbfIzlU1T6DWSdo/uxiA5mF6mnupo+v8Z+vFEiHMVy+/43l6vWRbQHr4FH8tO1+zS2FyrebJIWWsAQQCD+fhBb9abiqdLDHobp+NiB3HiO8csehsPxnzLc3D5XlTkKrlF92umNd6vDtPWbEkFRl8bqSgj9UDJjD9bCW5Txf2X5vxvfvtD/2e9xAcJ2U32CPrIkdNTgnQs/1rGxIeLmel4WGecHL423G4PqVV611a7M3rzWFROeSV5ShvEgr53beCqi8DsAiJHqeQ/U/yL+uNv3I9vfbmb1Bi6zTbS98vr+N0jtt5arI+3x/JQ5KaycDEdrNt7dJHQtQlgOG3r5PVU0aXtpquaLuPeiyxfnObbP9XcvjaNWL5K155y9Hb22xDXuLbC1N18joEUJe7S3T9nqKXemtEmXxtcuPWDKv6DEwstJaMrqriG84h9NKx8TP/WIkizoe3kPzTt0bDUQz8bprVa2ndeTUkuxyimoVkni1ceaDoYUqZ5YymnfwWgIkdlN6sySJXoXcxnVB0LyB4fLPS+NJaM9ZGPcR1vD+h0t922TQv0u8Av0jSPfH73K4He5QlP1z+X/1GnUXnvV3NSr+7E356yfyrzC5rxYB+m2rr2xUiZSENpyJxwXkk3N8GtpDad79u+NNahq6iPLYnjtWbuyc+vsL6vjYeHfDd4sPf3dx/EyvoO66o2gwZ+F5V3SO/TCQY5b3eG7d1fb+NxTwbcnnJsfjx9oH6oy1TfvwXWZPUy+xXfl13tmW+QXI9XxpTmmP1TGrd8TmltbunqPgUZW/34HZH35eUifb0ZOi07iX2vaGzmD9FmlnRsJhSVuYHlijMtr1vHVniVEZ7uOfNf/dlpHP1abo70Nvj+NqK27a5cuN6Pzk4bmI54o0l/H0y/XEfpXWeLF1Y7MISeXE+N1hPWBn0sa2Psw89YJOOP9kc6BdFH4+zIdLjYWt9wf0iO9XdamvF2Ak6Bd8vjZhaQspa35Mau04VG90iqsyZNFj2/fr8HljNBYoYVPxcc+ovDZU+FQdXvVokNS3xuoJxJObh9ZefYCD+otVpBd1ULcOLVXnaVsuWZs2wHYJNDoDF+2oEKXuSHTzubNoEftfimvf129a/df///+Nv4dwrCu45qBWPa/i8tIwdLqz5CysLbCMyBWA1QyD761dqDCO7qJcOB+1Fq+i+XMJ5UPi0snxvD7HXr0rx5xVWgyOG5dQkZKs5uNkrmozFr/BCDc/SfwPPrZp7r38Z9d6kvPw6v5h3K2VL+l42NdYJf/Si4rLZ7AX3FjjVILKqU4CuQuj7D8WoBzkJXQyn1ttNvk1n+ddp+ELyFHejj3xsqlU88U0TV07WVQnapuiSUrktY61kjcMxI8AUQUYEB+8eFkybe61e+uYd0Cnhucj42uVZ0RzAQvqcLKk1o2BeKt2FcSk3ojnD3jsBTUPBTRJ/9h3JvWM8oX2oezlNCuH8bk3dRmip1PPS/SbepA4/dpMa/Vqk4aF2rWwUgJNYyRE7tG9wO/PEkXUr5/nZL8ovWu+N6sxnLJLQzP6chqFdY8fZ7FB67Ii4OXxe11B/B5gLJs8Q80HeM9lTqxnJFHu9QP+SG4On/G7O0/PtpJqvdlupXQ2rwCquMwx52pwLUN8hkp11EjTxz3cYPL9IaBL43Z7EFUuJaSg93beGqXLr/sPKPc3fuPWx3Kzc5c9eNEBzKsrs/b3fLW7VTu8yc78q3fWaOOqokXS0lWljbYWcsk1YrsQ4c0bh7qMrZDtR0p/pc6YvJKA9oF1dpXrm+e5wW7XtWUPJCvt+7H9xn40j5Hssy8hjpKUzJXfYM4qn8vfj8jJ9BooczfvcqVPdp7kSyofiNKFaFHsS/143a3NXm7XR7u3V3RTcPucwPamePHv8qH70R+ev4079luh9i7gMpSWr7Ev/dDaTntXXLcGTWzywey4fAq8pbewtWs6H79HrVy7D9P1CQ63VJ76Pha1bFRqGz1/0Fv8GfhchvHFc+S4gL/eNr8ac1GuDvVKUyjamaXmJXuG+VxNP0rXLsmaC1Urr2JdQl6K3+CD3d/C5sXeF/nbmja6rp/6jYfjyeUq2A+wMD9U/atKVGMg9Y32/R2b7VgRb8vo27AQRf7NRfG6huiQ4dyDaqfsDrlqbovXN0w652XBNCbWMjPmaPQvZTfsCHYu3vu2vB3xu98PiUKj86y7bjX4M1ZXGSOj9M1Lkz4yF77aN63yKclHvU6/G29H50VSt79b0vo7seV2kzkzv06tbdbJOnGrFmjSs09K0f+PjdizcsXtSly/mxfIm1N7tfqWM73aWxqA+t7PXeu0rCzuv99Lwkelv+xH7QW/jZuUjvt07Euu1sUxUfE23huncx5NoCWP03qVucOsaKrceiD2Dwci1vxvHkmeCZ50Ftex5v9qOrGz7uod0KKZVRPx9rdUjW1T9LG7joe0h4HxVYyi1NvMH8bfYH+3v5XLnZOT7D8fzeSLBVVFqlGKBFTfB6kvpazUx9oMkv9bDby4v+NwkYaY8CMe6v/+KwPGYypDbNt6w9d8vZb117ljjH6ZW1Ng/Wy7fVacwPIr5oPr3bl/vobOWKttbtm8k16B492pJUjey36CNVybsYZpdc+Qykx8b2kyQQ9d+/Uv8K2WE2lgyUuRe3N1pvtkPlSAix9+z6pUxF7u+tXFZJvQ/62iVYgYpfXrG1/JwI33nbvbEPfX4K2698DuxmEetRH6nvxzGl9kaZxKe+N3G2Gf0t8dz9xA7VnH7xQJteeRfMlYbJ/G03SobvLU37dTQUVRopA3rmRsUf9fhA99YxAEYYWrbyj1emmXJP6ZDddMl61Lt8bHVytSHOmHXs0yVVSv2XQ3llqZnCSkbO85YLEGGus5NxfM0ObSO0tsSH9vEfjfVtOrUC7JepzxabyNKYOi790NHhm74GXviz0uGoH78PVOBVujbovXm6p5+2TnnU6Duw27pmh/1q34uvp4uqXcry+v2NxpXk3naunbjeYulYeWqpXcv2UqmOkJavGw8BO/7ETV31E+BA0r/td+wtT949PI1IO+5+W9/6XvvqV/jFzBn4JyQMe6tz2HaYs4s3406X/FY/3EStAvUVygsrjIyMfa/LnQ3fZmrNcfDM6442uJKUlt31W9iDKLfNupW+NpwKpRd35K+CzrFfxNn57NuvXKlhWZb3errTHjofgHbz0La/1h2rQlXKQIfShtjSnxvt+2loLMNzjGrpNIt3W5gVeXNnxvhJ9tz+MZknynaHJP42svWvrmwJ6A71uzC1wZmV62+9zZdfOtv/GQq+SZc02yuutmXskC9NvYJfG8PrqvQT8orb1/47RU1zWy2/LT1kI8Z7albNkX2l4Ztq8fxt+brc3R+Su5tPYExquRd1jK4O5rIW+NoHkvj1WMq4qy3YU9QzX9YtYREXpdGMUPkP7289eXc2l55mVzu+f/jYvXPLBE33kyypGQrDj1787RUtyMsVPKchxF8qyNGAQWmva8/ei6brlWj4Hovz1wwl0efGwL9JWKzu2yF1RpuFSqjGjunjOel8Vy292x2MIBJ94p9UdTau6mmhfN15eLO7IHOR7h742ruZK7zFa2zUifyzcCqudFmXZbE+JlwpglwTPa9UpqkguU2IcBJouFt6GX/bxuNrnc6j1iKgkeJWW3k+go723uUysHQG6h9QnrJFie6eC9pNgY+B340iTzzDDQnqromCrGJjzXHa3GQFX/w5L/u/ogUxkF7s8M/A9U3tDK/Zak5tOF/CPjdp6liyuWr3pGtYvbL8T70iofr13fTerDtMxMNW3GZ+NLZVVTqlb3bALtVF24n9BiTv3jKAdlYwm9I+Rtl9w4zm2Xn42Ewkg/Xt/11sHyb7NlJRnP021fnQ5AqL/z5DPPtGbd/Arpk383F93fxtPU4m4/CSb6xrCQd0xpKV7U1VgrzO3soDdqUAMvd6jSW2C6MbylRpf1bnrfxuo6MOm+PiFnqHyLljc8QsB+Pt+BHJpuxjGUGRK05jTnk/d5ODqOTpLIbcpv43EioXdYLy4S9RsnPGUlU+fYZFOWHNxiA/qpGK1XerA3bqkJ34k6z9s3Xad98bu1EN1VuRDcQbDRMdLsnq7Xc5Lb8NUrSBDGQ8x6A2kyp4zqP7enX0N8Tk6hnfwo1JyotzZq+vWWxeSaErWse3VLydcbBS+XVWEcyUH13KBp4XmX67Wm5fvbCfpv3hVq+NrujU+fhupV2/HYn+Gak7y1K0yFYcAaAdyhXxzakvcgzN2y/42+83pOfvHhq01G9G6SnJj4IC9G8bUXym/9bZjpS/wQffdrlUyn7IxeOKvGbvxvL3bHLmozIYy8tqiM/PgcYQVRkdlUqF2MUC61fry3iPrWsggIv69ycFsY1fG8BFrYjESZ2200sq4NZs2qLaHucBE80JNpdnQIoSdfiBe5a3Rv50uH+Hgd7gtY/G0pUQKx0X/ze82pzf9rbQt5b9uNo3vAnf/s19SqEG0aC/RZXM/G4TR8Zj+7FKssaxUrQvOZSjljWuNee60kCWgX5GvogjOpeFc2l2HCSS2vxuwtly3ayV2Ah/lpZPsHLDdb9cRRq6cFxVyZlpXeLYYUfQ5+3RJeH42O6Q66Sp1RveHIn0tZVh9iBcrzDUNffzaJB7HY2qd3XfpGL7h527QWj+r+NqaZlt8Rf8Wsk5kzmUSNCzrtsG0LUYqyuCu71lqaTZ57V3tU9uC0nDvL/yY3GF1WetT7D4Xql2y25xr/qdvwvzgYPLEGfNXmaA7fLpdpTQlfjbnBR8uo1o7c3KVbpQ623XxbKd2ET9x0PqeCXVrFT++oroa+XfxvtCjKLz20vbavMNXJTMS7Wv/Fe0tc2hiA/hJsV/HDnA73TfqAfSIkux/G7TXaKaAhXYrmXJFodUL/r4sla69IVG7BmBVjfwE+rWKmHJ0xj9LlRcT66+nuSb1fuNqb1LKhmGPd39+OWxfIzV6Mm8zS3YrBtD2s0+ltmVch4I3+9Fs+H8be05GfqN65mq8yrZxEjgN+YYhC9/6bX8qSuwOMF05SKOaQh9Okk+Gw9hheJPNz8bfq7M1s9l7odAvXGy+sGdsViQrONuPuWnI7GIDOL6XnmL7Hv9b/ddqP1vOwJkEX+vjeujOl/bh2OMEQ67H45c0DxK9yU0CVlgqG166CI21itVS3KC3ErftJ+fiZjr42Kq4cViV4fZU8RZK8yjfVqXVrcxvVvBbrdy5WxGitoVZUeftUZ2SGdz8biiFm/TvRKGrtfahl3ls/LcRtSH5G3XZ9efjb3JX+6LTpiD43ZH1iNeWIq1UJj5SuHkbyzy2kl7c2NpTzonOCLQKKI1r3wr9Fru3fjXBgNjP6lEX4Wv8hskl2Pb/63/qn347+vyvqLmk6zBn4JxBvHeO4x9+NPYXdRJ7olMuPF6Wpb7jBPZfByvcH4kZQCAgGQJvelXdmtrtRDni5gEvuulhLTtPa742m9UsnNN0u6Ujj7lt1+I/HtRej1M78U5GzI4ysJk33+ypu5hmtuKzsZLH21fjanxbbMqqpuKdtebClspXrLanHbdFqGdD9fIM36oQj9PD9p184hRbGCdX42txeka7JwoqlrH4mKimvieelKlyVGXSlN0pv6rqvDn43WR6WhbjvWJvJD4a52butzK1SzupXixzi1+fgxt3V0v4YTdy4iXSlEez97G+itFfDreX71xv546rLreWo2lCvGRtqVqWH24nQBkPxY9yCtqdYc8Js0Vfxt/fJulKWJbnbYui2N2m+20baZmLPt79tkFdo2SWrfG2dWW3anI7DfiGpBOVXbgT0lTdFh7fZ7IG68NQHMT9/7uH9D774vtkddWmzQUlRdlNdxmdHxtN68KtiCm7saqkJWiYjf+J/Ixl26+of/xsGy32X06VEcnxPf9LguI0uKmirFiLrl/W8baszRHjWDYKy6dm27az6F2lULYZOCNMZuFhMq7rfn47qTHtMjrvX8bE8L1lTZIhV60WZatezZST9y5MjWj8k8CmNgY/Zom76VU59xlfytKOvT+N2fY1uZo2di/p2pyMn7jekdwq+Eq7UOF98CRd/nOmvyVl5T+NzwD4UxQrYJniHcC6NHwbBnc1nstkodG8aIDTCfS3I/bSeqVnlMdSuItbuFnJmOCrPjbmpJzf0QjepTFR0jA00zlmPCj1SYeVLQx57hSUUsrKbcW14uxHrHx2F/kZer1G94KMqA/feZOLu9Iun2PdT8y4fafBHMefPoLjnVgB1qE24bHU+vxu4eD8iq7LMVpkZ6n0jmhbJ/jeWC3PSJ7V7BlxhwtYtVeZWlquqo4PzvjlKSGlPjb/Fqp/eN9xqpwb0v31aU+7Tx8TrO+P2HSuOxP/7zcbtoOxlKZV8Tv9R4j7HHqooj2dra8h5X1Jp0jJWSSi+Nheretzs9mvPYXre9Z8PyY3EebrD2GlRz3x9CoGiulOnVRKzF5rLyFFv3NfKX+SmxtTXHO9vkVJSL1Uq1mtmVXVYL1pN0d2O/vXx33q2NNSZ+BC/ehD9F1nSuY3fC0rSDQe3yifJK7z5DEf+2c9vej/tv53rtdiyYM/C5C/m/JneHv/y/+mNKWnZnE9Xay4j8n2Fn242Q4rD3i1LRd51Y37bWnRORy+ORUsjfjbaWljTaet0axTJBzR7bNREmtD83pfDEAXVyk4o1L3OKMiyvciPvYr2P0fW/G1dlMR31IV0pbtf2fta1UqbCkWfYWQFzRrGdc0N1+djHarKiuABxtfx43CtysLSnxs96PpWF+vFtqcVHP320p5TRUtDpdY1j8/Wz2x6VDJooYnQrO6KobPjYnRb1q/K873luamuwhv1wFHv0ZLc2nQ2GTSUkZfVHoK6Dd6LcuU/Gz3YxdyY+Hl9cPjdMOtp4+zZJY1PjgMhJVzut/JaDRUtTmXCcQOzR/5u/nxse5ZhK/a5ni9uNZReaJHlzIbE5ptDpPNi0rchebQgr9YsqnmrsE9T7wpL/7jdj/defro4Ffe2AukNuQ7BZId231lAf3Xjr4d3WqL0/HxEVWMMgtepfXScbPcXcLypds1CjfpvSmHXx2OHc+IqzOoaofukWPXYJc3aakx/y9eXQL35tuCfxtkXfuKM9y5bbyqXRgqlSjfC4jf9RfEG3z1O628Mofl8bM1eHlgmNSBTC1t5BWvnG3S2jOk33ajWF9ZMqC2PpBkilV67cdVo/8EKU5CyOa8SHxskYSviVWYfDfN5bSUZn/dNckqvaP1/+oZa4ChQzg5qvbDT816E5Er5hpQ3+HSKxw/L+NtklfjZldHrKO+37sn1WH6lIjnQOsDgCiBOeUzz1ukJtfSzgh9wRfR3xsOnqXV2753p/3EfuqyTsto/Jj7i6RH/Wv3SpaV9Rqjbnov8bSbiJHqViHMI1KXS6f28VpXkZ5/pYL8RDIr1n+EvuX731LZGTXlr8bJH2Dd72friPOKaaSTPO5NoP9Y9euCVD4xeuz8NzrbH/+gmMuTLwWl9Lfv0Kyql/vcbffw0FoLYl0kahZuqidy1YtCHDoWK5SEsjnskHbKR34NB0ifjL6cbWqnUMCHeGJu1XmkxN51TvW1alZePcfrrygM6WlKZlqWdK826YW5L/opftaxsn5oUYpXdfZk/8NTWW27qVVqjybyF6pj/TnbVPw32YR75eFd8n2u1Jq+z/G0hG/LfHPkO1KdO6Kp+gBE7+0v7u6/AU0Nubs9MP/huNoPrzJDYpTsdZgz8L0TtZIHh2jpa4X4kAV9uGoEbSnk7F5fVp8bOYDXpLHlhnZrf4cL6z2FTz1uamhsK6UZ60AcRhRvL1WZNPJB9bS4vrN9SKbV3N3xtv6422+qNuMu3eOqCzJnGja6X1jiTmyvcvLrrD43dYX+Z7rwnyV2fXRdB/fq7PmWleiRTkqSVcoUUaOX+rwQUKtUhVthRXWDaoaLXv6nLopV820c0P3vrsrd5+NruM8Y/6VJ3CUK0W3Nsn2NsFeu/YLZFW4bJoKkUmn2heUHbRMDvjberWzcZFt3H1xK7lrHFLZUKj/xA/PnZdMujRz42VlS8uv03l5o2sE5K0P90SO5Vluu2mNHsFIav7Fxv2wwbv2dZh9M34Q+S/1eN2/rl0A8e7ZM57NP0bxr1LNTR0sBEb9EH+TohVbF6OXk2g2/xsMKZlzsdG+KGalX6HeXfyP5si3LfiPRyBoG328AZtvoyrzLed3p1++fG25We2vyM6W+Ky1WzfYd22HypcQVu3VJTOf0ehM57T9W6cv1rjYvFpWc4rwiYnpDKquiYj3jitAectG0JGxxkA1/o6rbuU63FB9677dYAgL3sv/Ljbt1C22C9TMUhdhpiqr6M/pWyN+57my28LVxqbc9G38bN5f0pudq6Zq1dwWpTDcAuOqjFdSHDX+ZOkAh+yFrwSxzCz/lacwbmJFOraxifDMOPbj4f+NmySPqCzi7Iq0FXKxEpV21+fHCsrPpEd/SXqOdEc20KpF7i48vH2k7742cxP7deCuUUK3mg9vlbtlfBJtLQqWPXfqK7nGwITS1oP8ynjaYyK7uZIaU/KW113jZ7lmUTQ31gpu47J1XWF7VGkKVzYDsZSXRs123+x1Lu9F3esmar/8bJG6J3SBPfQ648DqzXVC6erHgy89wmpSMaoZQBna6uXr06R/kxD/HuqRvHcl6X79b0v8njZ7hzb+kIy2drWR65oPY+VWalWjRxkPrQulIMFDNreqnIerOf2rWouzIXTRw+abOeUsVbL/+NqqO1CqOZwtqFdR7z7CukOwmpJ3M8bDBBSOxW9+hZ4lKXvPSBPpL+smN225+TviuLPenaccst88GiVG+Rk8Ni7rVxnwTQ97UZad7xrsgz8Ly/uNfKs2MOvyb/l8Inn38bV5rs1ubJWT7HaxX5xZsVfSLr0cJWtYotTq61v/jc3bfFvup+rrP2HfXb6+9sQ3HX1jlyX/JxtKeQPPwtTdNijjee2aXVtQjRFWb0gFIPkH78srat5/92XZHRRBnov9Qq/82EvjfbYbPLMGq/W43VuajN59iraVnc+CoVZXZ/f5+CElWkquL81yP4/jYe8c4gPI3onF8g/vx/CxoSuSjM9gVUyawOwXnLrTRA+O1qX7Vx36Wi6Valwkx/xtNzekPwhnINr9mX/Zrd3bz3hVy8a8sE6nhE7el2Zdd7RvfUYUGPwSv3fF8b0QHYlsRL4JO0pezTSY1FvFbbNepes4YMczX3sKpKO1+DH5VaThdgvI39ZQcpf96G9pTBiuchH5w+20EftHddEi/quNT3nqK7PGZiNJeUq+Kz9e6wh5Tzl0kvn7Q2xsvxuZVpb/W7K12H2/DYrAkblr1Ibrtpt46FdOMzd/uDhrtmNzUmrIRg8Nbq2PjeHR8hVVIyKMH2K8OHRG1Fls/z8U5VRHUryV7sFoOZDZDRTXfkPrbKDn1NzwFatcnXvvjaao1mMpILfCY+dXFdl8+AuyApkwOxn937eOwVDGepjyAO/auKRrFDEx8O/LZBv9N8bcyvwl5NfuXXRSCmxTJCumBX9nPezeKCLr9Z92sSVxKl6KWl+krUv3+NnrVqn293xhaUZos92H6j+zY1uT+TV9YioOS6stv1biRqUTU4tpJ/G3SGblekW1Sqzj7uc/e+rs24W0fjvBTG8PrsNteyvwkp6MuX6N67DSee/43r8A6TDfP6B46f91NRvv6x0Pb8FvSR37XGHW9yhO3ozkd99mFWDzq/G7uIL+uuN9hwqWWDbPalakKhtbVhqVCf1CR216X+Nlcts1uPy0J4zo4jeJne/JvsdzTFqv0YgNha/EhWy7cuGnHMs/G7arCGp27uIL7Bznb7LxvytWezwRK22M1nJyB2mhtMz2bf6hahwqfjdgUcnKEz2Wq4lea7OqpLuIZ1Fet2KGHqV699bfOD6o7fMz5RQT8NoMGrXOejT9d43WCuRWRH8P5GGWa6/aY3y7VGn91+vWyfYHY2qH1UTN2sV//fWvSTvUlWCZcH/BD6ViGyDPwTkN2czNlCymm+UZf38aWxPB/DMJWpfXEsqTlS1PznD4/D/O8FoOYe6SK4QibflcpOmwkNiv2Cd+WN5rLfcCrrxm6SFmNLbDSyXhKs7+7tMPr3Ha71PFv42C6kRWS2ySd7D5UvylIG7l0G1Qt+hL2/dz15yBXZtl5XvW+NpRTZvLJbc7d2ZnudktSuVmOYulUCWCsAY27q7AzGWkNFg7C/XRN/Lu/jeleFDawxTIkbgu8b7M1r31QUyQxW7OTQKQYUSPVxf2ol/YwWl4f+No6ZaOmXEpyA7yu33O/HrEDzo/eqaoXtpyX0i9RW4/javNV9L5TLr4vaN5N676qHyXAcR91JXy/X+TX7VkFmgpOOgpfX3G1dDdEnX4XNgV1wjUrTpLs62TqBbrbrtKzNKjs5jKO5DUOXhJCne+N83hVHiozJp/3Ezo3m0fAqBf4bljT0iS7FqV//zB6X7/G7vca6UdsUQXcSI2N4tn1dmqVmgbMFfiTe7QEG7eE6JS+a9NeswPfG9kQ387SqqRxPdeifpubEN5u1b1sZl3H+AmPMni7qStA2Omi+fxt2N+41dIKZMSnsND9Yr+ze33pFCxATavpJK1zaBJKzE06vxutntSuzSiqE/MnNiO9cY52UCL0tJjaLresdJeq/jZ+VohvE3rBbmzar+M2b4aWGw/PzLkg87SdwOxzgPXiVcPySHuhr16/bjo8vYDwIvZ/nGX76xus1l/VqM29uK8DRykPctKFY3q7qXI4FHuq/4CxBpS5TEZv9DyfWzJveZv6hq7ppW5Dd0ENp+N2H6iZ7EplaX5FflC07eD7U3lgoaxdtHjYUqhNh7Jz7Drv23uPfxvVfu48rorckivSCnqU2nHd0jG5e2IQtKQJPyxZcn/G3cDXSq7BdlD26WtGxwXr7dks6ot0TU1zWm/lmvemXPjaq6O3hWfY7ZKw75j1flugorZWxXkKtjGP3fpPdiupyckiKlcEIk/oUb0+N22EqSdYGtd2y2wbqlRrXY6VKZZMVsdj9xRaH4OeOe1x8llztRvBr1Mv1+FufzcrS3/ySQiVf8t4CffR97FXMGfheBJ+25/m0llt+lXbEAnYJvCl4aRfb/G16kIZcJ3CfLxecxvqPm5bSSquK3cGd/OiKtoqs2XYz5w/DsPWEnnMp6+NnMh1ZlyZhNw13dvgZpZh9rfid0qPhkuAlgursx6KdXpSfJYguEnUNgtPxs7GxVudqrDtfwj9kNlzUZ2e92Y7hvR2w1ApjmJ/eqbe6OHmyQUzaJqBxRrVQt5f9XGzR1sPe/ad6nO2nNLW5iJ3U41Gdtt2glQJ7cW1QKXe2++wvqD0R1kY/jdoo36R8uWL7T7Np3WR+gdccKircWwv0kat699GsZRllt8JF491S+7mg3oEGdi+N2PK+UUazZ+7LDxi62T6bybh3v/Ml5U8Db+6QVoesEOcSejWUWfwP43Ye7jDKolGCbeOEjcNWSt1t1y0fv4X0bwQgyvEtTkZSYqc6asiiujyxrzPjYJ+geNV5Q59ZNR+SD4mPruLN0mrnfBUsq1h2vceg4/mLrel6cOvxs5iqrbVvIK7ZeNGuxa6YdJG8y2dMUqb20lGxjBfi3E1un1RqWNqaZbtSDdYRekjwL/xvHQn1HvSVd+VWqUU5hPCCfYa527+uUAUFZdZs5mymuqnucpOCke//G7QK0iRq11WR+uvbjS/4XYdHgVVy/cWP+AgvVX+oxWg2Uc4CjGUm/je4R0cJWgfK0WzzfiLZK5u0Ocp+c6GUWeUnjq2Li3KyXzmrvjYTqOmMygebQSwId2IjyoTNu+pKi3O7/uj2mtkC1DKshVCcDsj1vntJHmRdJqGX/6G2WSNbp3ZtJHbaI3p+XThubbZVVXabsrKgEDR99Z78EN9+y4JMn7Y39hXl/vkG2XZvEh2n0XdlZiV02T6qShVOQvRFHOuQMD1//d/72WTS+oQ+I7+N23CYPXWI94Tcd6nxdteEwxnBEinXVh11fEXDNw+2ql8btLGfG3xxJ62ro6LdYpT3kbLN3vyapVXexAu9eVwWfjUoS/+BRYIWX+x8bTOaGoiTsuAu6OG+2jvew5RKdHa3Tm3yJtVjBj4Rq12o2e9I1BJnN0yt6nx0xZi9WgRWkX43b0rHsfqC8t3ZDWg2vSBH9n1T60xG38E9lScfdu2w9nZLdctFft2F0zJ8bUZ2Yiu4/qa0rbres8gptGjfEi/kNQviV8s34xQ2r/Z9r/gM/qdOKwbjJ31PIvj/7flNd/gz8Ll4VTk3I+Lp3DpE3jOtqGWvPjSkiKuzcMVLJGhaz2S1qt2lRlidNH2TxFtvWGukpdW7XmcRW5vl/6xuxvML8yqsLVFm6M9gWW3DC1x+R/eXRkzqwvKXGp13tmt/xDdUS9YyuJqb/vKWPxsVryPzaKfXNs32Rw3HZoHSPIraa1VPmW7glQKqe7a6qy9ulfNs1yDTTP9C7LvASfq58bx3LUXXsl0ySxbLbdqTVMrN1eyXk36CmZCeVsr+qsv6Xmu3bT427Uj+m8+/id34SPD1r2WwXVEH2KcuOW5pZUP5NcupuOVXfi096VDLkXhN+Nt5Kq/mQl6rzPpO+O5POu075Q6WXTfE0fG1NasbQNf3M1bz0oot08X+NqcP12pfM9siTuFG+96i9Ut1X+ePtLdrI3TfYSg3jPxsHSYGVJaYusWw6KbNDax/isb9Egfjm36NUSroXLL98WFJH7ql/XxtDwdaPuVFLoWsq2alnGESsjtx+rGOW3si0lpHgkgEn6VRbpbs1ue+27ZAmX/CH8dj+g38bOqLiG6PkR1L9Hf2FRrwe18lZA15Y2pVL2MUCtNPhacwr5T0NSucV6fvZr5if43hV+vIk5oqbnnqaGL8c1kgDH4nThpk4etuDFAko33b6vUK9NrH9A+tiN6FXy/L9DbvG88lFXl7xv05gLK5nOYM2tGYZUiHCemvbzUoYttrZRddV858bqPcSFGoU8LKHXJIeaHpE1trDGKnOdnS7V4CzJAIFDSBH1hsZlrzsjZOeJvSREXT/cfHrUndd42ozayvV8h90b1t0rpTN163aFW12euoPDsfb7v65x1/ns/7UsqjoAoKe+/xtNUJWhsUccpkTmpfk3Z7I7lSfm8NXdtjWM6dwKPGYqunt6+yzY6H+NIS1Ur1dhMkqA86QX+7sI1UE/3qvVFE2ttVm1W30/jdk+rZehyPn20scZ4h4Kq84WtrGt5PEXcxC2F02ifxuKpxJYsDF3WQuqMmvd9h8qxjzzj6bip1CrxN16X/xtN6+w283LTh+wVVpdJX3ZJa2Rv/tepWGKBMt86nqH9V/L/+Nt0blQdt9m6kNaX32N5BNI5fYb+4+hf72Arar9MOItR/IJ/f5/Bn4J5mbx2jWfCEv/pDSg2quw/RQnpB/ex1YroDyxvwq1FjGAKZD5pc4pZk8Lo5lh+9M0c+fGkgt9NM1vb+aiYqztuzdnLa9eARosZe+lPrNdcncv/OfX5Hv+NwRuXT/q/eWw2aHZaaNL4t3x+chs8f/42XEhWjb2TvknOuy6bR/BtJH8fyKzoW//43Z9gPec3LbZlVHFZ8FFUOrwcfY7H9pgMb3Vzk/Mpc6lwlKn8byxt/N6Xi01/POM++7Yg8qHw1ZgQN8yH6z3/jS2pyHRZGZt4WZrKjnl0N5W/8OFRrB0CMbXiTJeT1Pg/K+OFFZV38bbrqo0dR9pdWJZJv0S1X80m4+xrUhZghCr/1rFZNd4SPv+PqPV3Q3FSe+4n5CakHOIfx7hsJIdHDpYK3WGUoGUPPNkfLkFqZVvHStuW5YUkei/43nsGaj8Psd+BdyRapUHvb+If+m8UCK5n6x23V+3qmNYRxura6lOvxfG9Lrzfwjk0b4L7TIX/lglutMro6NThpb8gVJKySoYgNPW5Hc4VtyNcl6oz889+WqzMaLE/vjSJvev2nZtvDeltr/YoWFvdtx3GoD9hOkjxXeCVdf//jdv7qk9XSLrC7f7bpNXU4Tn1/tqkXG65d36HDU5H8bbiYqyv3d22C9cXs3N3iJq37i7jzkYSt2wp+2Y78aUK2sH5nWlkBa0tjOu3lZB1Y+BuUl8R8HYIqypUTZZ+tNM+334eS9Zk42By9u/98bbiRQYyqVrdQGLuF60jmBMqZitKGtzNiWHYpQ/Kb2WqK+N3mfNWV2T7mZ+4tri6A+X/3GzmitRql2+N1I5u9Nvlaqp280Q+4tZAmnRrGlGmIlddzHLl97WhsGiqkg+D9Lhwm+jDvqiqvufnlgaoUQgP6v8c4P8RCbgQd41n8bctTbU1gVXQtK6847y8Ktxb4VhZzEt3Mz4rSR3wWYEbdIDFdfXttEyrqZrFjaju1qQ//G7IfFknP+NaFHuo6MNxO0lUays7cN9ymufFSrrLWC2Pmp9cttm36t0o37fiZc9HIVefQH5W+FiK0H+4e9ssfw9/4M/FcI8e/bv8bdasyrNL8F+vJHwbKP1sjUqzXLbdHYJzaua1e0h9RoxGwt4ME2h6X1/Gxu0VRaRzRMdXJa2j8uzldpbZu0q+RrkWpB628NQGlNrWtrbLc5Qz5NlnIjmz/h3G2hptuh6ppI7MOvVmyiOrSUmSbm/oYfuail+98aUHSYOe5h+duLpSH9JreN+fpl6exs+oa1wKYyi2BHrWIe6C47DYqzRJG3WqX90sbJtzuy+4uoaOr2b0mLf3bgVXeOKl6Wk09SrrEG3apsCUR1G5vqNw+fds7cu3Zxls1iyVUfhzgtQuL2FN/4JLngsELuQGvOV6/GxryBLQ1SoKT1xamS1IlcdK511uE4W4PuodOJHQRYAkgQf1dLw2OKylmPDziXxs49TQyqruXMyvHH1DeQLyw/XRELsrbDh7fk0FjBGBCN8xZ23GpfnbpOCXO1BLDv42g8+pE5UM+mGPdb1NP0kpVzMof0f/x+cvnWFXFlCXH79z7hNeJWVZozZlYUrqKutn8beYPWCc4uXCrlYW+HbjWFXltoz6RDOWQ7H5bV8pu6sZt9K7Nr1LljVXEqzHr2//kQWtYX+NrvqfMu999uDGzO0jdI5Urfmf5tWyty7WMOM8YDWhtcD6Cl5RuaHutWWic4oP5Ht36fX7Y2Ww+EaJw12O2Sql0QbvWj5ViOq1jGsHoNldoL215vX/Zhp4eX/DP/LM1HqG9VG24K08ZvlPwNOWHVaR+sPleOay9286t/s4R3TxXv3czbQzy8KX++htRmtzfq7NAYu86vs2UjAuPxbbrNFW5HWxirfpqO73/tCpOEZzP3yRSBcPoVl/GyMa7b7jqeyjVodF80olO7K/Oqpkgr1gMYJ9ySX7oZC1KEU7i7b27yZi5l9v8b7c1C2dr6hfF4Pja4KxVVK7jPWAu8ZgX0rtXdpu25hrqPS9HcX/xs/9jOCZL8xDQzGwCoxc2lWNhesC1AhQ2vkCQbWnV/e4u5qmPerKXupv5/jbhOiQfMPsNLsJ1ISkeTi2/pX7XDOTSfYcbgsrFk40sLpqXpeHqYb9w+g38bPqf9azvvs+OTnij5rsxt3WPNlZI1u0axsIqesRuaCrcNRGrj5dJF9v+NrVtqiAodhdiQWzOrVYhsGqqfzJJ/o7KNgy6FwygxAYQDHvqYlXW9lo3LFcxB1yNqW51pz/DfqKcX/SSOfwZ+FzSyHaFVc3t2N4AJsI6NvCW7yb+NLZMOqbfj8istgjWsiZa6Xm1PamFpeVD/2EZtsVknLuIJW/X/l/42ZsrLZtyJ9xu4ZfxfUrbx27lLrK0tiuNpkkPXvmfmoz1SVPxtB5/YVLs2IaQqZlVF2GzpLqX24xAZ3xylJwNxz5+g5iDV6zYPfGyY+Zrcsb7sGbe/R2whPawesw1Vqwy/PZzYwUOZAX1qypMQ7wr7+bM/R4ptA3nuNq1JjUi4Hu01abjuR3Y8qlYZq9ToZwFPGN/Tv4+0qL3JFLsXR6rfG7CHzUoWW8Mi2pysnNC7W6HMH6TeTlZrgxQ+GtugP4vYIPvwfr6//42ajZW/p2SXWmqNXnk7Nw3U1R/Ixl2GMf34Ke3lSKRVyaT0rw8ZDQL42nNZD2jeE90wbokeukp0XN1CVI9lvtuBfU7RxgEGePibTmpGid2WVUCLl7EXtCa++sbPVIWwn7sJ5Ks847oKpcXX1y1N0nPDBQ0pi1Y/YRmLFzVzIPjnIeiv6V0V9jdpfNkUUysPHvsIxsHwbhdr1tm7nQ/diRR35fdqq+M9G40/J809wz8bQvx7n0sWXij/dtMk01h55g/D/ThXPV5qM26CBQ5zM7E7ctRubeNRv/+NlVcSV7uwlSTgq+PqT1QULL2nSHY/QvVaymjVJn7CLW0MS0lWljS0+k3GwXVN3t3yiblogXUtBlUyVzae4xbVKj3FPeSBbm30ZUn40iYqzfYWdIi4z/LpXip3zbbxfBGO9+1OmS+m8sZyr/8br1TbtVy7Ir8n88sWfVNEvvWWiIJ8MKXqXJfpvVnHPjarP88TaZWnIPdT7lguan82l4uxigX6kwEl6V7ItOzzJ3SYHPjbucxWdr6i8lZtC3aY6R8fiPztbrNGMaQ3sSdyUqsi9FVPu0uEpi4wRHxvHVBormKeJ+VuhXdQzRtvJ9DrJwGdam/fsyLQKzo0/a6tB8bJm3uLWImih7Qj+lP5zpkUqEVsa12GupSQxQ2olScE6qnOW4srivC4CJrli5fG2H86dDYUY6wm29e9n1e/tPjVi8tLX7efQDEfnaS3P1FsW6lz9FDjX8azXK+wt0lf+He52PylXPgz8Lk1tNBpy0nDbYCNhhd+idd/xpSSt2CNa6sHRMO8TZzDTv8ZbPIS6VrgUx+Pz370/qblNT2xFvYkky/jdt0jzekNwmNw9vjim5sW9KptN4oy0DHB2OcF61kzz5bmNyk//G73bdpIHrHNLHH5L5N61mW0fhSD/DBOZbMgPLF7WKoea9F/G7fsTpGakTTFo7eaH46sSPD1kZVSqVW5gAI0rJlIutpdWM0+712zcM3KTLR8bw0cw/Ox27pSuC1WD/YHq3yVqZyqWrApgvyWEZfgnj7NSXmoZLd4sp6NhOX+vG2a/bbsadQdpzjZErcFxQz7Ja2r5vKhtboaHetyJHfR6EbKS4mp4s742byTd6TJW4fzLg2N5uyc8porVsj1h4qJ60RtRihtEN+rLPpQt/u1r9Rj9rEIT/+/61Ed+NiJbVLZW7DL6R11A8O+L/90ldHaoW34VVUcATzfwWYu/IiLXeWyhxlwu8iRTvuhs9nvJj3Z2ydXkp92OUclK2r9wTEtZ1wXgQn1oyQntN0QXxuxZLn5s2xWESsBlLn/H58A7JezYr1WClDaC/jZN9Pf/8Jl/+Nty+Mblr1XVHmDNS3lovXFm+BPlvx+NkrSzU/jfYOrErzM2n7YtVl2j87YkD9xRuHG9hYEm46iIVtYQ/usdv42Kq8VyBlmHXtMVHwZJ+8ulE6t2voCarkaV23vvnZRXHnTOX7XxveHpOIn6j93uGzxVsxvu00uyHc2Zoqa9NFm3/h31GlqLTfjz213lfhZzcQv50PyezxLlJ3bZf/42/jdKW/LLqeM/qpI3vXY6yafbbp69NDn44D+1NgbhfGzRElkWDtw0tG9VWFtnfXaHuVAeV0RBaO8ax+F3+dmKRCkSktiYFEmBswvjYVKx20lKhJTNqfYpuLVVKdZ4Yoc7b6R9rdRSNkiZLUXiXqRZnxmmX33xvsX2l1N45k392sB8KsW+Ppl7cDxHrP2FBWU9K/G2ytKebCxGzLFWXGfhv1kx8xltLBSDdv1d7EP1HjF6rQOJlxiZ6xM/wyWRoO9/yvrY/+DMv/2FzRNEZCQhlyUpkVcsZYuwkZ1TWMd28lDkOs+fG79g1JXbA6prtun6cqylfVq8fydlPrNxHNYyUpTel/l8bNxk3Gz2/9xSwdjWGY3hs9f7hGx7MAj9PrG6WGG5E+Njtx9xtbXr76hKUu21FwnNFdKlJN/Y1j4E9WPznkSbhHdqv5f0/GlsSz6SLbNVbyfreTDlvaN4b60v9K8rUocBlVt1xeE2i64oMRKeu0HfGxPOWylaZTlJgz10z6Vx2xHTtKbcGYkYKq4X1JbLoeoCbMEEmmaeZCVL6E9qeObQzCSWhWKX43lzQPI3qwqnzFlLikUrznbzskyozr3foIjgleeyHGOdBcXgbd+0FxzibmVRm38jE3s7eT8b3xK8lKmvseoLTl9dOk33btvTs6tL/Vd3N/4Xpbnk2acXWxS/343BdqxZu00t1s0/qSsTEa9UTFa1/w29V6pns7Duk0+u2eHJ3jbiLX6HobLbdBHdntXWl8lK06cF1YbVCLMrVP6P3xekBulrdPc/KNLg9jef8bS5Ltp7cxjXLZnK6mbbtfUJ/Qhi3YEZwr7PgJduwG7UH+peppYcP8bwwqKlceWNu4aX1gvuvYdreguQm3dcpGqN0vhnnvfG1FbrOfXdYfrbdL2R7Ats0t4nnvX9Z5rsX+5mXz4dP42qrrFK7Bfc3ElbvcGNW/4Nbk0KoC1UIfCpRnlbJXTsMuzPi3SX6+xt9K3PNrcFcmL147JjS9/d6E6Yjf684Yjm7/jb5GySUTcU3N+hfndwlRJm6grfG/isG7agl6e5wV1HrcU+bQNxZQTc9f8bG6E58jVj9rooX9APJ7lSuub53YXdIt1skLXXBEwGEJ11IJu+v58UVs0m70llft1nO/G3fPf0DJUXXAifLC1br2daaTUW14VsVvOr7ybQYgOci9Y8S7pma+ur5ZOD8shW4CNtcr/afG38TVjRh1xqNFLsftNbu81eaAft+RgZUY/PSMQtjCoHobNBTV6+fX0T2V5vg+U+uYj+Nrd5ckB77cJ8leXdsy1lRMrycCLXv2V1TTEch7wmFvfGkicNnztI60GpmQnu6cc+LDxH3YcIzNJQUME4SfyKMS/0u1+9YX0WEXz2MraVxOFr/5/tVNfpO1/wZ+F8+y7LcRx3tKHI//G3ap8zEY/t6267SZzTPZc0RR8ebNf1i2Ox9DJtRUrd3ffTSMHXgsgSUCz+NKmeQitslIN47QSUkaOrInuPe+vXe4viiCzX7U9Nd9dR2QfCX1+vLZO/ja1bdGp1Ufheqi2wuzdN4bza2/XqauM5m9lTxzu0neljtMIbsai340m3O+3NsdWFtUpDZdb7s1uuyzuY7HyL78yGV5+wmTCnh+Z/jeXSzGXax33HUf7NssgOyWxevXEPcO7h6Nr8xr+bzNOzZA6Yi8Wp3xs/427dTtLsWOcV3FtH5dmtyZIaofsjCvFDHCV6ZhlDxvjbsztvcuk/k6MnNR7AX2kmHta48qxiAKw041Nr913j+mkl9I/jfjaSmRQrbuMO+EYvxAUOwVVgWNrG0MMyb2X3/8b7ybbC7LCz5Z5piFqHbqfFkm9x+U16JvUf+lucPOmMgpO2X31xu+MVhOlRkVT9B/V8OrOy6qyZBCD/E9unrDL4aJFvHh7+N2yFt2zkyi4HsAt67O0yFbGn7bnH9R2GBV/HIG0//Gx6/Zunefa467hfpIGKZXnjgKgNsKfgrcL/8aUp/75OXMzbxalXFvHmuzIvL4e/Db/xkHEfu4R3/tbVcZSsw089P42lPptcFVdUleV8XUV4VbsM6NeFXvGVRihtfsjCxX9Svp1Mx4cwy5LqQnxt23H4yrNb3ZOaOwke7WbKKkNwrAm2wuw3WAkUCypO40p6le2m+M98dGv4menXxtj0x5/ioukvEo02gW10+WozbIN/t8WbbnAXg81stUtrmu6iehvbl/rxvqGulCRqTeUtJZXZag4uWmVQT45wyiVuC9aSEVuHaqDWPn3hhmiJTlTaWnN+RyIxivYip7CPxty1m5WMtxh07Pb8c3WZml7HL7XDN+oC03uzwUYm1/VdMXp1KXbamOvB4SttHxusL6HOW32/cRLyC18+7tYfFrTIc7HGVArdNgyE2vpawrVQZjeWwhuD3dm/T8btwt92lekMa7Go5xN5ujNc3MlROq5kVg2lslHdSypZVi7dqwWM/C3Bv7mbmuy9pP+sMVrBn4cMZlx2jdXc8Pl9O5MaV+PilY+0ta1T3tD+BlLj2bIj5iuvgWxTGwamE7/t/NPY0bvHwwcwLYn6FNiwh5PxtNQV8RaQWrMitIaH/3Dfl2bZHsDIVg/qNQHNpamDUtX7u9QYX6q/T+8uUwp2mh/8v63Y2rXTTeJLskdEQ6qMaq8HNJFuy6SvrN4WUxkFMEnF91T6XQ2jIk+QzvVs9meXM6dr8bttqaGSWBrav9Iy9b87KoqHWd3aPGVe+4KPl654qz7rfLh5fkX0kv/uNjNDV51Lc0+J90qoSmyBTk3v53D3W7KQxCjuhNfuBKj49RprsF9hL/9jdhs8c8yUc146vr1udWkK22cNnRHwEJnUKrvysxevrD6bt+1bPdaT+Nu1/QPacrjcU6CW9ST+Ta9Wq+tJ2v/AHX6cYj7fzFuX6VYPy4r8bRtgeWHDQRfmG8+3Kom7UMNy752LV0lrq9T0icBzuXMW+bha3YkTMpRNK+XftjbcbsW6heePyQf7T1GMz1i+7267/7Q72sTuvbdLqnK+0NIknGbb6bGy206KIMs/Cxb3xby3UcjXt5+A4gjrVylxoyL+UyKamVanjeX+RKxt0UvBkV+D8S2yJK2e0K07DoVJOFRObfWvX5RMuhyNDuLatbV+Nh3+c4uksRvDfKWHreprW6zWz3R+seZ+Wvdg1Q+Qc/Ywtezz+z0q7vnSpuvC+QG/G8ubenUl8LLXs44pxYaLXed7LZL0sEqBZK433Zpu1O4fe5w8d9bxZpct94iLV5nxvD6yrszelD+UUyw9vZK6rX11FHzEvpUlI2KrAQR+93L9PPwnVX1ddoD7XjKACbV7/+X43232TLVHpXjT5s9+5VC/SLdrjnZ7xjrhSgUZBVeEbSQ2/p9FnasW4LKFdfA5f/UbPZDu0BVi5vC0VH5Ec9uQirZv7krmb0jXDqiE9wpL0XXdWy49JJp7tTvqSJ8bR+Va5K89lju2PWW8inuGlddi6QyY86SD+Gxoc1VIVU6YCaeaxVMzlTUg3JEXdNPFLaJt+NyVoG2V3LnQ54bqOkVCs6bCu/CVXrqTa+6joZUSrdbmfF0etfZcBo0WeMb/6fxvfy9t+026Wopo+Vp6jWHNb9Mriz/rErGHXZGuK5K0+Nu1t3E1qaqbmT6m8KeoWdAhjrp0d+3gCN0tUAm0uuqsM7VR1cAvwt+BG9K7/n9f0FL1qXgz8NEk3pDJlyRQSelH/4e+bvcbjdDdJD80JbHmKnTXfEG5xmtwHxlvr4Vrc1Ge2q6e8Z+kR6iYg8m/78qCsP1G8s2PuV78dmL0SCTNFvnyB03Pz/D1u27cO+v2Hcnl8PTUsR0tD4xk/Zvw7Ztvyuk4W0tB5+eBFTCLm3tJuEk3H/jYb8+TdUrE9heo2y/S++SJ7ILKrF62jy/wpSdCU2e8n1WfY8GdLhP6mu/8i+HrMiDfSbx6wfY/KpMzoiSuyzy//8PWSdTcVS+qLpz57H6Pff/42XCWt2dU3bki/OM+foepSv75nm9X8bE2G9Meu3CJsD9TDLfVsvnREvKy9tLy3e35fv8PXWbuW5EvU5RYPWZYsXKFc1Ak197BvpOB+QSl/fw9QYrdYn7LKzZXhpWy50KDN9Nxv/61w9uzd2HjLJ8qpWy+b+0U40SeFpugvhWH/KFuR92s2fWsYFFt/dVzVP7CiBzx/xtQtpnq8+Di5HyjN49B7/InoxF71B8i/lLpPevGol/DvbbJrWXbUoVI/zx+ReZ1C45v9ovQM1eXXxu1QP24LZWPi+t+c+JffAC0v1FuZr4XRHSfvp/G0CtIz28lucdSmqJB7fO/P9vczvu0j/+FfyasaFHcixf4TY4pD8g0f9l4JPpLAeMAAAEwwQZtAL8B5+Fw1jUdJr0n9NW1S5sxmG65/xpNy5hvhbZJni/u8NPUa8UoFeE2rll1ym3GBX38MRdOKfiDA8sqMt/BD7VfW+NLn4RiLLa6dra/JUfH4pxdhc2BqFAUeWzmPbBKNT4BHm1tHShn87st8bzU4MbzfaSY0LVQGdR767QETLxfIr/MgNMfXizl/9RvLEPHtSyJ/N02pFS3Gsm2mVtjRWGQEb1myduzY6HdxZFcuL43t4fKrLt35ZwcYy2IPsk8B+xtIspqxHrvKd1TAR7+Nj6V5/ntLffG8tOHGpGDy+wnkhK85uOO48cV5L8ioElVckBXteN24Fv8b4w3pbjzs21dCqXi2JOLvukCWNoYQbevUtrk4M4IdV78P88B37OSudmXTzelf6GXfCobWBdv8wkfv24M4XFq834+t+N45H3hEprG0JzztRYuF2bqQaM2uZ4ADY60b8je5MgRiXtIO0vr7G8VhsOlm+lLuP63aHXf92T6ZwGZjvp0dB1MuA6nvEvl9/xvjG892O03QlknZVNpIvWD2lVMWc0Pahf4qxdWBtQdx8P8eU3pYrqBdJWLoTUhn1wEum2mjEtfn+qe0d7H43qJ0wlyw7LYxdxulRYXraWoCWZBuIrs7nJMifmDHku/G8N1ScP24yXNX2yNTYk1UrzGzGoAmg1leATNLh9ATb89h9/8b3fJ234+UUaB7fwbKgpipX5AR/VhuuoGPl/ZfdfG8mjPuwhFbUWqbIleg1U2Ktjj7NoIUPxzq2hVhSWEdS4MsQy/v43pI7wjrxb8fI157cV4h9VdDdEdFQilhF9kE7VN6KOlU2M+TRfPdT8b4IVljN6xm7S1wu6+Ow8FVPFydQO9zkKGlzZwucXYOrO+N4TklvHKNxmk6unMpvRnkptN17mSnshrk3O5LQr9j3/LQqfdja8Gfhea9Jy8iUzrS9BPzRcu6VoxfCTRy/422xWVr2mKaZGx25bBG5ZXO0Dr3/HQ84CBAWcbXPIj8HQ91UlpsjDyL2BrJL+vB8bWqj1AnZEFcGg2pHvof/4Nym+sL4kZc9JduwcYwpb2ZB/unBh7+4/+nHttJdcwJYws/xsPGNGyJHbaEuy3LJ/nc/lKLJKutvAsY333p2fJFzXW0sY60X+Nq1szZCxUvmbvr74oldTsK/NRm/D+DsfRJyrKa5bXTVtyw9nn3i9TS3xtUqEpy/x9Rr1BZXOzYSvGsky1eLHctXQn+BAg3UkoJ/Kcpu3rb0avNNFruF8aVw2Bj3Lv3ukuwzcPFs5orzErqpZRiqUsVV7XHOAQR+5woDxxOaT64ZdfWvoD7wvePPxsYu6Y6/YsrpGX7ZVQXlij19MOW1e1NjRnpJc34VLSUpQs8Dxg0zrK1lTfpaxfPnWKjKsSyRVy0nzEO8z6K+xuDvhpdMZZLL5bqzu/3MVflR1eyqfMtDq5c9Ydv4vjSjzNNZdcJRLYERdnuXmK9DzXEl3xsTrYoy4ponfxQ6dvxVCaJTfNcLfdoG8XdQOlPMXXbzR/BYMYFDMZc+Uk9aRhdVviDXf+0Z8LbhNcuQt3+WCBS+/42/02GVtunFg9n9rFdqI3wqa+w8csENYumOgl8VLCoeONKYeCvu0aN7/1EZ3L/d6P3D5BG3mvxuWtZWqmH2GX277dR+u0h3Y01/IQ101mrL+CTQ2gGTXfG3Ps4lBH5WjQ+jnukbI5Xi1K6xuGW4hxU9BIaNaK8rasfNO1Pm83STWttHYKO7gOzSDfudT/Vap9RhNtX93T+NIdtl2T1LejrZNq2ZbtZraP0/g7GEL0f6oglY3tLTlCvxtusZldV1HiWb+cHnP7Bb/jeTpajBAaQkrXJargfrBGDK8jq+N4WPiMv+kbR8pjdu6SoSNxsXaLwEYb+XvD6jLXa6/xseWNmW+LNThGT8xrko3xK/i3/ew21DoHY+GHKat2yp4OrvcOkl3OxXL/WzjaN5OySdOabJJGqG9Jdn2Fd7faRlXChpnm7pHHGPw9STT8nqQBqZ1m49wZSS53DqOb3428sBV14RCsT+OUecpnquxSaZ5J2qvKFwes1Yn2Xq8agkYwhTqFWETMlSnGs8TV76e6Ohi6wQqZ+H8aWOuzbBA/K/Co2VfMpxzPYvcj8NpKHtc34j+73GMExOmNvAefc9+N243Ha5v8aRT2Nbf17RYVjf9oJ3pjaRHmVhtjJDWu7DQYIDYWzszR5S2Yeie8Js+mvnEDl2l5vwzq758XpB/Gf0UuTad1H7wZ+F8apSajeL3cyF8I2ic9VT/jbrY2Fqnu2zExofh3pXu9MUXrSvxQH+C1sQv85vQ5/8IZn13jSlhrJ73SfI+iQeJWhnLw8+me09ej9q8PaVvKh/oYK+5bA6Izalp1G2+6B1B7YH/jdn0O6V0W8YsWhXStSQ3rhSomSvZ17yGOXTogkUC6g7Trcvppmre+f0qs0In6O8JRfXnN++WLoP0o+vsbwq3XA4E1tIyUqXWvHXpK11okjnKn7nDQoy74HeUEjGhRm75cP79e02ujS/Seffe9TR9YWZr45XE2jz7b7q/8/GzJ1M4vLNnrltWLdGleevMDGmF568WSURVgy5ZIy/e8QSMBiY/XLfXaM/Bbquc8jRH+V84ilBa1/46/jeRKVdKJVMrIjCVqTgVKVoV+pFXUm7mFXN+WpeovKpPWgsUCAx1/pKhifrW8h1k1R/SudBPv/4i+x8snvrDfZz18bw0HRMHtRn2e6warwqJaXGKGlgpnFwbeYnVFSuKmm7FRgKGhUPcgS3Unvd5jIJ3Rr0Ou0I4Q7kHanL421k4D1dwwyt5FtWd2lwVHZVVS/IK2LITOHLz/RdJENBQwKi405yfLlulG36urGb3aOtUuL9FuF2Z+Nuk4XWJ4cXfJwjPxPo5x+FWZFKUWv9M8ZjLgzy5jsc7U0pnYvE7QxvLGpz7QM2FdRIYdv8bFVcVVmN/z2TpyOYFFZPgqpdayVSGtyEK1mokiY7Q+EjQ5t1L0aVX8kZmEVF/rbRNMBuN9/P+s7a2+X+Y+NJTqi0qcWZ/3qfjM7fxTtJjJ7tn+MUCu0ON8vpbozya+z3Q/4tZitrefjZBFrF77aSAfE/kkfdxrljS+N5dlntfY7Hwk16vWG0251mftAfRPe8hrtxsmc2bVdxNCtm1nMl2YXA2I0g/Y1AASJM36fKvlP0Si3SHS3bb0Sa0vjeTiVSPuKMo8HLsybp7u5VlHl0rwpuGDGnssYjKYLjnUaVCKIcELY63fG2RB1ZZtXhTWzdYXdT+mKxcrPdevjaZna+bH/43a3ML6M5ll738xKVD+TbawXxMO4p0wdj6Wj21t1JFmhlb/VjtaJy/r43a3Q3K0sQzdfl3EcxdqE1DeSNYrWAtQ2siT+RJYI15uokuz8bIg1cdvfZu7Q/lKVnbVhLJJap7nHIBCPiHW0Rr5WTr319OLjKjZZl/G7Q1D3Sfm0+kEPr2sXtFm6tSGd4abc/jaQhxjnJulNXcwfvR6nur5A2BFr+W/42UzI09oTuzlMu3EbW8vHU+H6yoLOEfr03qxqgVV/LwV12qSu917mpFvt+wF9fQJr8oKzueX0GfiiRmlvGqO3f407uPXFmTBerhXS+GOOzavCvteyTZFRuZ0iU/a8BgRhT8aBN13ESxFXu6MkaPjDd3Fiu/G8NE9WcDc2d1o/xbtXRGGOCIP2Mm2uNVY4kfa4JaG1z8ZXdqu5wn0JEh4nimWz+N3z9Pywp9ZHyzS6FWPNo9Ihpd4hH7IWvCtJWP49hQeUdj7hnZ62Oj0P5mXayr1hizPXigeAvvjYq2nvGlKIw3BrKU4r2hf3nDMZVWu2kb0i69sTbY4x+pektbBsbq92Bg1/+v5kL+y2UJf+sfznBhl/a8bLaF/a8juX529ui6HyjXZpP5VZt/RnA1rSBYhMMZU8yuw1on3avtxSsyo1nJ9u6z43vgXeyH9T2l7OZRpSMu1fQiqle2ymUxdIaxzbBuVdyjH6hifzNR/6WktRhBPhIV/Gz2D/jFLAmdGMqIbZV+21Ea13e5BZ4m7puk6KnQcYwgT+xW//iDHv/kPbIlv+tGqWLgi7UN9dY3BeLNvGofuPG5lWrZPzHWY18IP+00yxtJMVbuxrGlVxZtjgU/UdWqmZsdD58hB7Gu/XfbjbYu0/xbUEFaxfP7zqDxzinQTX0Wryqqsd9MHVoTUBgRzvTknWJY1zIHp5znW9mii+dgYZfV1UbPYy1Qr9dedr4im6xH5ae22yqGcXgsYRilSDzzoJYwhP8k0BdoOppvrM3bkg7Iv7r2neR9fuHpctf+N4J1qthmo+nWEpnUoHqIrRXMr90ZS1EM6W0tFCIeGoDnO9YatuteW8XgCzM/OY2v3T7uDO/jdm7II6Vjrx0LN8CTvBsnrdF25pl6jtw5CW6khLAfs27Mfrr5Zwnav8d+50xYHxM5+l8bY0wy2Y3nLAOd2p+XhZuCNFlEJJay+sGTlpcFeroeGJMADDhKEx9KyuptMfpMZd0h4vHEm2G4YRv8vJtifxsEV2svBkuvOK46s9bTIvK4vD3U3t18ED8fpUC1ABmWuQnrIEsfkzbtQ+qSo5fkurG6zsbl+2NuHHWTUzmivzpFUqExgICJlwoVYE2XngQ+i4Emrax8L9TXl/vcbG9SGHOK/1bVcpU4UFcV9RXJUC/JGily8j9jWw+u/+sPmhzhAMVmPIg74wyqvIvKtDVMaGUl/vr42YgrSLK8evpo8hW/iTSpnkrzz6RWqcezy+rRNpY7sqwFggINGU453F9UzPZC/tp6ygKEw72DX0dy+uk42jelbouvY83Dk6QxrAzZT2prCzJGfJNRJd9nwsBw7Dolu2LOXju8MxEl1Sjotoe13xtTKMxXL/+WeDp7K6rvsGedYXu5OZuinJnbT8aoAZxnKOq++6IhnXtfRVqTDjSKW3vxvTSWsdzaWN/r16qEMo2C1K1KlctzhPwYobAxdr/6+O/9abfvq2Kv9cEb+P+SgezV+4iMzdc9W/wtNMa69GubSC7qSGeTfHKwzv7/OfYnS9B2DPwuQdouVvbrkyoBLvdpdVgXYCQeqrdVUrTGxYG+nxpXarVB7fNJWjNAvXL1Imfstqf6ajeJzUMFDnYS1iLa/MjNJaH682tp01GnnC3xu+BVM7u7GPSBZUrdkZUVgmy7X1WBWelU2VlQaKBFUX0jdSz6nB/B5r/WL69fUaWNi4kfG8aq8z2O3TecWphR71jWyYSNG6j87SyA41BTYe+2SQvUU1rrCzX43plm+UxdIo1CbTpNzTS26PQtwPLv6nrBAg05T7fI8NpnPfldzbPyNFYGjqC1Zf73G7uoPlWS1LD7uTaUrTVlLf+YJYFYyVHX2h/awNf+Rsj18ytdkQ3a3M2O1v3jZOepHwlVNrdMkS684VV+K9NMz5SfaQnHR4cEP8b6XrXxtmkctAhZqjux5luMVrtOyaGMv4VZeKQyVeJDluUzWkCBjmnfNcZfo/zRHZ8TO9NdX/iBozz5w3lfdm+K+Nuq9tgT1BquWfdE1elaFZg9MfDnYfFsqlRvFlKhgoaFZ9hBv9ean0vUvermnPH6io/bK3+9PnXxuWcqlIpbzx7YXmlGXSV6VSs5xuird2VVSK6rLYKilXb8YIDSpXZPOXUsVLm1llLISTyoouwt5agzf7El+/xvX2HsON97N6SJzzGVK5eOOPpBHstlsEotUOz4LIwDD8s0sWgMuq3+8mzLcv3uyb4DecqqfTS/7eN74p4tbst3U0M1Hh+yKb5LGWzZvBvsN4HV403Kb9jltG3ddxsj+Nlak77DfInepwqm09kRt6R/Nq9WrW9GNjTGTcaGDGFdNeXHIZ6feomY9plRQ5Zv42ptMjX0D3Psusdzesn1MR7wGekK1R/MxEdWvoCxAACGEafSA89yYD/brtCU7PWUXzILUdJ+h+e3kS/42PqT1W4GdSW6m87C/36gFQdLoWQpvIlTfjWPk0yaD7VEBLr6eaI3A566tK+NhErDTvPbKKz+bHn4JCNsEH9er9TlcAURmIHfVh4Ea8HhfettyOX1rxtOR3D134lgfi8pBC+VF0lndnsB9lRbGCA3cL1CO9WDC9Vbd9Pyy1DX77SpWZTvsbu1dRkyDYmeVyHa/3YI1rK3XH4/nHGaCEHPlv1N/qtTdaHRtWzK47S0v+rja5SDNc80JHhdhi8Vhde4k4Rvml27Va6uoPsHPK2mf04t8eLtOV5EeXUHULv42W24E11fuS4Fw1N7rUpqCzpLfCS1OYFHzTh+AARzs57jHnmx1IvVHJlbuZg/jelfQ2Fskupy5i8uSWXLJzQVbJpunfj+bS8Ow9jRjIHXu/tPcsLaXbG2vWLZLG+vlLQuxgi/j1gz8L/QPAi8nTXpZN1xjdxtUUtw6ky9d0NkO1h1/2ryrCloUn7yw3AWUte61NgTbNbU3UgEoKggvhUXNUP5reKVrSwjrSQXx0rX42roccCr3jXtxkmtfIXrSU1bVfqX2sWxqA/GP2QNXWGqo/P5MiyPxvx/kj/EvpR/C1bLMvc9bgnqZmMA2Mc2qzXeK2NrbI3uqCTRPCNcnUX+Nqes3SwF9xuiqa9LEX9UX9MOudXfn2G3JvPgNFD8PrbKL5UL86ss7i6e/8e0l8vxsjnLr3TuuF+wblskrWhHy3YtQ3fs9gOxtQn/U1u+ol6TuIqT5Bf11H/jcTtHdhfpLw7WriNqR3su7RvMVVpVkwfAIJkHuNP9aK7mTdczlRZoMETbvCfja/JmVV3a20/N0XkcsCJ8WG/XcNMaouDzIYgPtu+yNqvWTSg+6sj8nf9WZKNEvxs9j7BrEN2qaXwrLZmuMkNa5/dsSQKwtgoQc4B71KijDD7snSTP2xF9fvsGz3fYX9L9fjZI0FW5AKpw/0ZMxljOdPOCVqop9becK3V91iqpQIUP3fZMqL6UlVVc7RQxehT75+Nn24rvCF2qbTJLV15+XrhuZe20zZJWaOxzoio/cKJL27pFYNf/MdW+NEpf/ob4Su4jNLLItVcC+U3izYlUl2TeOWFOC2K1SNqvRtPc8r8U+9NgfjuoF/D8b7RGLV/zZ8Vv0n+M0WYsrlPj2rUw6rlltUDEAEDW4TaaMUa9+Ys3Y16Vc5Uz+NoVZxv6M0GqUeu3Y99TPTz3MGZGt/t4+74yNVYKS1/kTbjnpI33PrhqwZUD0zy+bl/9obfqzCV7SNr8zbV52Xo3nQPgX6Vud8fvTjvsva2Sj7NZBf/JQ5S/G1OlIY5UGpsob1yyv7fttwqe1eZvS1pNRrlHYwoxOtF5fm/jRtElpWL5tPEd+NpVJvg3TEokITxuVh2g9ZKdF2atWttKFYpoNUPp9Rza2rrudmiWfySIcvJQ2wXi+N3nL77Zq/L8iHaBPsLlSfmV+bf2NfKCpBYkMPHH/SUmBNq8ucopEpaPasUqhCl/fxszUp/IhzYPZohylOSZ0kFH1fZZcx9r8ZvNmOiA4gAEFmXLXAfk972V3f0SJ5j0yHX0Nr/lskW28R259IpiBjecfWXAjiOrL8Ox+DvHPbqjjvsiNO3OxfuCWlV8btWpVLybx3FNG4StcTcFm/XrULNyX/2NUMKIiWFn/qqRMWEX+3a5cPVVfwt+I1pKvRqiF/SRD7y+u+94n9DP4/QKQZ+FzDVD9csLgEv7oadNhjb6OK6fL9940qvzdL42a7rLYLP0KNQKq9tpPovobcU6DUASTSpHf/qbubKkIVz8BeJ5I7cUp9jaaovSaWWreQzqpX2Hfdp8iXyuLli96aS1HGP2uca+ip0F5W5r//G7yF/jZ+rfrSpdKgbFY9y1R7QKzfD2psVgOx+3eO3gZi61EZhhN733ZR/UGy+1fjfdsZdlzYKq5GqG9Ja7UpK0p61lAQq3N82qRSxZKH+yvVlsmxYJynolL6S7jdm0SG95xrJOGo9g3DA6T7HqfyTherJGP9Y1Q0qLnZ6Lmtuo6LIr/rlmX7SS+m4kiuT8bqjVq3n2PaFhUs+RZWD1hWSzslgbsRS4viVbTFynP8c0ki/Xxtsk3nxQepmtLRvb9dtdn4WqtzZF+nAbBHfblJ26xi9mJJGEfC3tHV8bGa4tu0nq3CEu0i71xSpsfHmdGY87SjmrF8djnn3buPxfvc2A9/0f5z3xuuVhvGxp36t37zj5XXKwy5imifUzGsrs7GChzmPsVld4VS3/5XeRHf20Dwj9b4sZ9+N+fiSxbrYtzbNq8ErhvJlMjHuTHk2S4NjRAfmNosZjPs24abdSUv42E6kKaFMyWtyqQlOhnaWu9pSp3horrKtyzA0UPonGmXVa3HmPJD+rr0EnCP8bbyVzturMYahTbG/WK/3ZIcXm4tB9dNR1d71NnVqyd46zH/G2XZpf55YZ7KtZdlrJKCJsBbUHOq/WWGM0GihhAw6w9WddbRSudarXMyokWdK8dVPje3jt1eYvSDdZpug8jj3glK1qlWcCBBldYTdX9bUkqLrbXhm/OGoFtfuN415RvaduG6iXw3IedfiOaK6g13qfOypOPZCpLpXBX8bU7PcPNQt2aqS7fh5omI3nQx2LJZwGjGYm1vjQPbaIP/p6tycH4JNVfG5saVkHxbybT7buCEexb16WmA42p4OrSOvly0//Gws/QmboD8lLrOqOIQ5Uc2TB9lQqrKiFN+CxBmN3R+kg7kIOKUPPxs1UltuzTDpdizcbqQzl6ohQyn+Kb9vfowQH27X1M2t0f2iixo1IdzR9/qwiOC+N2PT7QT7m7WKVsbSvWkOUm92LNLPNsxjR2PoP7c67/qu5VXcUX/4Wk9B7TvaD2A6AHeEy0yeHoqjYXgz8L/LcGy9V+kc5dFmwJX6RWc05CNw30b+N9Z+warzsbpdWE8kccXZtLpNqBpg32JKtifdxRlU0s33Yy208vvL/9jb8TDxkrB7FG9xkW4O0/bsawT6a81FJRpYx2Cpe2nhXvk3Kb1R2/h/G0qkxK8rStdM393/m1Hl56rjBPy6dzGjKpRxj7MSVoh6C51DCLQQXxtepbZhqG8hkzhu9ij/rVt+bzZSpnk/SXfxhVWv6t8pYZSnuJM/3ehSfqSn8bPNLpOFlyTLfI57tY8gVD/fjcmLWt90mXBKhlW2UzRKhtq7YygsfjTSyJxfG7V5I6B+T/U2421ufYKpcN0PD1+6wUKGQukVh+3Rkv3/42qz2W4k34NvbaCGoLfe3SJzozVG1OwUoybaiI7fv3pWfZwvL/7jemtZV5uxAeQv1m6jErzidtWhZJYTOj2+NsQSobBeCUverTH2TWGL5gj2Kt1Q/G7r8uozXXLmxH0reMNnmZEc2nZAUwRVU+qV2+9uj4XVcvqwWvP/xvKqVSrdY9D3tkruNjSMhWI+ZPPQlOVPnmAxQ/d923sl/WRN4uygg6uiBJcd6TuJfGwuajnlm3jty7d41tiwu5HG8RtkDhXWreCxQ5oB0tHxuvRA/+ZecrRLaKpF1nxsSKkkOFfMup0Vas03Ekbbpe/VigvtLSQLQEUBNqd1cTc/um2GK6A+7hwPsv9+Nq8nyKMotSjaXcmdNYBV7xaVgx1zfdqN4bsH020+Iva5U5GkyKedWIs2hm9LGxtl0efF66M1pml07iVl1uI20NxRj9gFCD4g/5/pXC1TlHG5WjeS26l/XxuJ1eY0YuLS3UJ/l+KBl77iHldo1Q+EfdYqmjUXf9TuUqmXTQvHRe/G7biaNXR+JukjA/dslZ6pk7cKwlyjEB+r1R9sdlPnFTNv5z8bU1XKs/m9Iw6I/dlVdSibmN50m63nQJ72sm5etJOzMZdPL/kljZn0t9PuJ2mLqzVzdCy1A3/Fyy9uE4JQFVqsjJrEbVJfOOh5K7Ue+Nrs3SXUN+t47ear7d0glUnLFOAIlH/ptPDtJryiNuSWvh/jZe7t3YU1mykVvy5c5Ev6P6DQ5vErmPurQdxt2DPwvDfsmsqM4Ve8TuFm1hKkdV3uCb8/L42/n8FXWE3yJU68FYqrDKqF/ZqX3aWozbGqGQaXVWo/P1n1PQqtOaCPM/t1uc7pNG/Y0re3T+jr1vf3aQ7gRTcfkUX49xk9eVFcKFJgCCCpVaFd7lX1Jo9ZstbW0hI/9xuM/GyZXHzkOiY+b7V5mdfG42AJm5aeNJXnNxcuY0UuGoDnLlykGT96jq3sdez06XPlmEsOFfakHz2NzGWMJ+kFX7oq3cSUkgrga4RIq3msG33iwqAi2Q5dniWAiS3ZvTzgz9NTlXxtScKkPmXIk8y9Xv5d1U/GkdyuWL7DoVx3SfIX026Z9/aXPeLr+M//4236nBPW2zMyNerMTVTWXCqWgKq0t4enH5c1uGFfWOPp75Q3ivxsLHqsuvgTfWWzAx5v4T6pV+Qn2FivbMOo7GnL/QpdiXO/BI/chgb7aJiN7Wu/G3sXSR+jbxdSC1frZL1k7MTZbYe1ecpNH5vdtVZynVnRouj42f1uhjz8KbLiqC59WmrF2WuWp9ULqGMdtu4v5e7Odop7Jjb38butNksqqU18SnGXNm1zKe9H8DpYbfEMd4cRvfCFbKuZzXib9NsjWX/XG18lYgb+Hth8y/rIJ8TWoY1S7EvFenf6rHY5tV/yY8xacherct7/0owrm3HIlJBl/7UbTebrNULd4XqorRHRyXT8DmEZbBKADg69FatVPz93cH2vMHj8+Nm1Lr3nK1u38j4vjzyf50R6y9n2Olyf8YKGd9HKz4aHJ5RjXnjfDvjaRVi2k5tr7F/Y2Zwqmex99+WMopSu4EtkDcNs9f2yBqrcwDBGU0ffghkkvj/4yi1zDVbiu162e0/jZ+L7ldHsNdjTPEymaoiY+tnsY65ao7H+FBG3xk62X/xvE2pwKtdY9dt2qN3hWp5Mxnsd01+CP176A1+qbDVvxsG/69RusGyo+Fv1NG+Pq5pJvWg8u4djIJlrbH6ntqt8+AHJVhIn7/8btqhvqUSQqd1WFKiqs7hIq7tFlcRaLg1Ac7d3Ln3GAgnek73W5enwdkbw60fGxLUfe5uvXSO1f1dCc3O42sJjpXUNUPmej4YuzVbAbLlvjcbdwXrq2dK9k4+sbJO1/SUBSWTwmJ8Xwl1/C1aD2/7qGnK+SFBysGfhfENCy4IesDpuz5MfGvf+NjF3XvN1B/XqQ+WPQI6+w/suBerLMi6JLcC1EQapYani7PyQnnECuXPxtfUsi8e/S247bdgJ6WIrL92bKQvXnnHdL7Dwa7Sk29N7gaLR8bjqcDI1+99LbFzdWJYLd98RdCXCZVkKq1GMFUQPjnbc/elfoWvk8O+p9+fvu8Zfkfxs9o2xn1ZhYrD5twbd0TIu/o/ZVI/XWjQWqnucOjppW1Hof1W7WawWiGV38bGtc/zSkC+6mrTGm8ksdNbdImPb2TWBPEdbHGP0fCoS+w2Hpzfgfl+1AtdU2gr43auhnLxjqfCw3zbOqbnRq6QnPDi7MYxkKv4kfbWrYfWtGEnYjdLS9v43cf9YH8t2bYzGamAqxp8zZuOm+uHkZ8PuCEHOr+F/Ey/yuUnT88neV6XiUFtL/5I2FfJIg/dr8Ri7etXx/k3m4gfMystj6glB8o3e3aejS+n0QTsvxupmjr6h/ATVk4tJ2Cei677bRhrLNsh/BDG0vwbubBd9mkfb8GCd4Bv/janRtmwpblQ03MdXb43cpifjiCDpDUB+ttT3R+Rb/+NpvNMklbOOOMto2luf5+p/xt1lR2P0eTVn68dzoIp5aduGqeNuWrqxvcF1DXZhKpOfmuqq39nrO6/mJRy/j9ylRLvS8Yt176KyHxt2WPshJaneN10VqZqzVbNZta9XZwTLiTKwizcx07SUordvjc/MyRzrM68dl5WIg6PI/bbuPKQ3X2HY/S5se0ad0yLXPtgWePfG23ZPqU0Qmi7qvltZVfbQmwW7DZwAYRlKeoucfUt7Zh61UK4tjPMv/0Nu0leZhOetsiKtVvE5tbobS5hxj5bgqpAOS41Afum6ekYXwVpudcGr7h9cDl8bBtKvUbkpxWkeXQh+2U8vm08EJk3hs1jLsHdMl9Wu50xD2XEkmlf1aVfuNo3uq/8TfW4ephVSuVthiTiZ7uNxrG1cjtfV9zPca48NQ2D42UeiYqXGuNLaxKvNN4RPlR/uyJXlWRtZny6xxj92pbnDif260K/+Nm4xhEqzd6y7M5eESsVuw7JzQF6pZcmKpj8pqI/XQIFD6VbNyQVU3Z7OcGBy/FH8LVaFz9aPf/5f4bv14M11heQbu1UkmskVGqMiRd6rQ+ATYDvVnYyPtZGfUaG6fG38dWP49Y/D0jEUKZHmi1UZj734meHoRpxxjNRSJlkMpn044SZLmi3Eoq3xt0VSqblxDKieN+3TEaV7DknOuf98dxShtViT3gE2xrniRD7bQj/Gx1dMaHwO3ZcJvlWbtXqOVznVuDnTErp9gCxBpTbU5LWvgteepdmAle+df4DbdtW7c+vobdxjFg+CQ58qnv2eStYvSh7SlY7SP1277HVEXHzBsXGYr+07L6NUD/dvpzBk3v42kqrePfhXVa+UzzLtHsD9Vjtoaqml6XQ720oVnFX2vkP37jSmqSVK0lySmGiw8ue4y8XYmq+ytMoR1hD6C1gXWaa/BgtcAwCNMjFNeWNeaceb9XU5t42M7qFKoan9r/yBXPwt+trx/3kuNpxhNOypPDqtFhj4ra3XuEWyV8F1Jbw/nqC+oL6gFQ/cNEBmFG9alPOKN3dPm6yq1Yxr+PpsKXMaP9S1a5HxL6b+Nmo5x2AbD4KdGuRAHx7BkrEjspiIddK+DEdVbXdYHshooEGEf3KNJGprlq7b1anx5YLQxa/PrT41XqvJxsux37tOaayEg9yYy6fDpVcZZT174UW2EdSy1Yodbr7j+tY+p0gjGfJ3G+35GfzpDbOTAIe/f++R9i2kvp/jd163mFgqrZV/SJC1kbuRDcLC71i8rSoWmUe5ayTVtcpVwVRgoJiLYjVnxoyG1udNzW1lZGYOO2rWtvNvmXxjXeN9nLFEEsVcpTMVhRyY9ko07IG6CVzrlKou6WKuy5uuFQJowWZxmXEmg1PfcHq9JR0qjTX7u7twXx5Y7EX/obRnKOfbME2aijRuV2C/WShRv1ZC6kkprUMu7X51qVD5oEnacYjUnnqG1IOq93Sk8ER87NODOy3xpKx9162/nbIq1x/pskhLrntpnJtRmT7CuyOxsLtYZaOtEdpXGw1Pobfccv+uNtww6v2vVHFgbmyJ1uuIn+drdGZcetV0Gsf41ZNNexo+vv/jeLpXkhUL7awjNB6j3Ex2TGRZ0C6w/jeOMcxPuKhRVija4myvuhKkYzwFzUV51+42hFS6Vrs2GNPvZLbXwuzVZ9M4lO3vj4JQc73Ks0dbvbmUcs7AVmYHJ2S/62Njtlsu5UrsI1KV0nu5WuH8M4KU+BJ7dPu1nFo4qaP98bskfBcPLv2F6k9UGWOcfi9SbKZ7UrYJUPkQ27uaOnWG77OYseO/jcZ/onkr5GU1euK1I/QOv9yqqj2AvWk5YagN7a3L+iuWNpwFYc31gF8btG8Th9q91XeCpxbAR7od16Rb8MhkizS7SClD4mOs2rrzU3ebD2oqtKxMiktU/hYoekezNzXKovXY1eKWvThG/4/f/Bn4JzYvB9s+l+m/GlsPebgtS1xIHn67RjQ3nnctL5QpaldQ7BFGeJyMmjmpMpl6rmHYf88VtLF8/jb7oVdYs2K9R9iz8r8+wWt11+JzzFKuZMFK2KlnalR8BYg5xcp26+pOPlvWjGr6k4bOsrhyvDR+NoPE44RnrZScPattt1w1knK/7SV4esO0rp0JjVYKGNNK9Mm17r27ULq5wEY8JlqDuULOq7sbSvKM1/oYfN3SRhVka77PyCMSOtGT6Pxr0ib3Hzy7dD3mTMu1vX/xAvzoqv3CEiwfxvLCEfSMXU83xUKgVkK+CvB+QPdjHXb+OpkE7X1o0Y5xXUY/Gvbl72NH7xqZ96IRlh+9Ij62cy/TvPxvHgSL07hyx2m8Y/1j13nur2Z7hKUAl9zNcZqidkHGNKXOheaK/N6r7tM2cyzlfQdi/Z8/5ejX58b00xWlHWW2WxWjKVGHCM8Z9KtJJ5zsxfKN0kYaDEBpAMkeCXU76lUzW5jbhf/AL+Nq9YUjrtmXGdJGa4KLlo85L5UOOfb8n2gqBjzfcuBxjDadbp6ia/12n77SbB3q5F3B/WoDUEnq65jnPjZP4/U9ZJrZZa9RJ/uVs2Ze1rc7Kzc2UrXDgcY+LhBw5pPwLuJye1s9i3L/9DfZmK8y1Mf3UFHxDOsnDCSwNIwIOkUz3dhR2BCYHYobVfmY5a6mhpnr+vKPXAET1/8ZP5/Xxs0dcG9ZUlr6VRfmIfLLVxkNgQZINiunt5yyepubAABBJNByZW3FhtN0pPCUQSfo219Re3Fcfjeers3kmsPFTfk2iNWKM731N4m1OG5v8AgR9Nv6qWsP82/P2iJ6PK742jJMk+p16O2C7rBbpWIHlwtOey/pOFnItXRqzcvZgsY3o/ur6ZnESoT2jUKG3DaRMkN4/jY3/DfIJmrC+PG0sHTGdi7oLZRru7/sJURux3CY0sYMc9bni+2p7/DBu32hoqzDTIwGnCHOX+7ob8QsHnDX5Royoa0t8tDbN2ZhXQY5aX3KlnAZWHrrZ+YL2LrdMf8d9a/m/OQa7xu6/YfKsJVttYJyl02nss0GPFrXaTimSVzUqOrjVDIJqOpRd2evdpEHrzyvr8lnBmMs7tXWNqaiCOTKrx9l6Ix+Fi+6XdgU3dzaXHmmOh+BUNKlPY2nbJR71eyNfnUxvxtT1joqLsxAvrIjqV4v7hwP8bB8lNYsNLaHSMSmFpAMI54eNND0Z6/lTPARrvm8n5++uWTFOfG1yhmxsMtvdl+CRl8ROaaMpgq0bpqKNJub1g/ASIOeFJTbaUEfwaPMeFlY1pZLGaC+NvbJnJHouywwt0k4ab9VWiMttVa3JcucxJipbZIYKGEI72Msqvj87WM3a5qLtk4WEJ+7c+GTbr4rf/7NcwZrrC5Srl0q+NUJjTs4AHtQCb06z7/jbeeqXkpltvFmyWDFSAq2l5/R1cm2OwXJfZw+u/w9zL/xtI/Y83+lGW89tz7sUK7Phj3Y7po3Rx2CiXkn206q3O7W/bQsYLvS/Gzj3e7jErXThTD9BdVMIcZb5bJDWQ7GU/pvjnYH/8byaq8cbv8Rqv4UapfbtZtdmhx//1fw6h+n13jaa3MrS2zRvSlVklex6o3TFS0zpjFD5r5qX6D1ZEu9bCnUQdV3/jccUGpeU5dbtRn1jmxLXLZrcV1rFHYyCDq5bpKi3Oi3UW7jDLzr/jcaN5dnvHJhXRkbwl6p/ma6387e3MFV6VIJmPrZxj+Rhts/jZ4YN5NqWqkFN4EzmUrlbsVTnbiqENg60MqhcMtZe11bba+NvOzY3ncuiXTpTJG/s6uo1yNWR2P77JCe5vBmNizeL42krLZr+bB6weXPcP5aILS2bYWrYwQHPuSr/iAdKr+cdy6cPzp5Zv42geftRukmdKw9pFshj2HxZvxXQs1fibsFKG977LN1b5dOJp6pC5qJnPjZsKVZu7t/VdVYjqvO0pGk8jew4q2exrtkUnh6m1majTBa/Wl8bdq9WaUUr7iWoUljsa13doyyzonV1lUvDEBpBFibO1Mv8a71clvrSLHR5W5/4290mUmqtntA8WsDfcyW+Fqfq7NbmFcl9/G34y5E+praAuXtM8P6/jZNpZtWFpKy26mqdhf1TLb4rPo1VM/6rbtOdyFs/PO9yRsrKq+6N58kp4WkN4VZUP1TzzQn+J/hgwTRj3/vL8pSp1T8fqVomx2CaDiWwXxsxdIzEstlzlGrGO4m6WG9lV+3nk589jdjdGjbSPhxjINT3VeYj236ty1UpkXvS5ns2/s3R/G0D2+OWhOG5aPhpjpNZULe2j+Fz6xqgBDHWlboA9fasOuHpf1v+7F9et5WX3/G73tcodJy18PNUrmU0YbKkF+vAp+Tdd3n+ecGKHNs3//sjHXpRvaHZNd9YmPiuuSZV+Lra9XK/8bS+e4uVclflNw3SONRXjnCx1zDVr1f0xVu7e5o9ALFDCpBfNvT22Nf/nkd/aJ0/vUpb5TC/sM2L0Lsa/6WzOCgz8L4/nSRlXsskStfO9seOHuzmtnnxtmjKEewdvYb6hnchB1ZZWXm4krH85iuzHYznL939HTJyM/Gl24KE1/z/8bxjIVT8jbxc7BRQytJ5xP8zLbIEoPqWv7+hS+XhvS+N2ecDg0C3V1qlfXh5G8SuV8jdBStOVyXq93YJY+AmVd3miS1EkCT7f/Iy7mbGr18nXL+l43Em6xL/37Wm8WU367Y82L8NbPar8S2X2ClDMCA/DEbd6xHf1vrPVarPmyYI/PpS51XmX8bs+wMawiV5SxrsIWdS4VBmubLN8+XZJwruDRQ50z7rD1aaPtfmf096bUNJpX3QKotvl/3xu481nzSPMED0avAX1LtW5bcfJXWVlwIFD9XEaELe8LHuL1Pc0peLaW8bs1uGwfG3mlpwjU0Aq9401P14w3ImwLde8tAesWwRxvelYdLOadUhCel74e9WG/jaPSUL1KeZkRq9DbB6xB674maG/Owd1+1GLxvUrzq3+Nosn8zUHn5WmP1hR7p8rpUM+l3posNw7G129WHjlOl/xvP4h2xmHOO0Y64PPGykl2H/bpQtUdj67VeuLSkSfb7z/8bibF2r8JjKuOuV0P2wXVWeWOwVbC3cAARpW6FM/E2q9yafP6ec742Kq0utQr+z3WmjNhJD+J7Ufd/Kyp3Y8o7AMNpyjVtXD1sURw8ZlESZ3uWcpPwt8buP2HSobWUxLlhfXg6ysX9YX8kZy8a/RpD6ot0tRoxziL1K9s/o0E98JfvdRd/csy+s1t//uLfG8NYXxIZdlpXWHZmNpJiNLlRpJ9wirgnTkfS/SI1Qdgk4v7M1/rFV27eiGpFLM5F8/BfGwvoz92VUp+Kzam5DfxvWTt1VGrFGfUOx9o++Ddr6cw8EDf97FxNUg89bghl9yfG+KyivdtyWSmUnYOrm1uD1742qv51N7vv8vbu6tgUDy3n40pbzelwXqJUOk7cq6WGRUfWoK8qKWUtRqtRqA/LNttfblueEneHk22L6puPppev42FHXSu5POXbBml4Esz31QvVcSbmEP9ui8SsG7QzFLdJnnqnym8Egq1cwQP3WWyHgbXX1jePqP4+tFBWoy5h9KeyCtXBbhj/ig1YHf+HzMVCRqCeMcNrXEtZuHd1ya9U7i4M09Jr3OENRrtUtYe+NmF5x8+io964L52ZcjF1pCu6VamdNukeqcsEmVK8/psuu1dkaDBBR9+Md759bi3SoE2zffqjNd5YYKO/8aX1f8NkaphG+lJfB+1/v3//Bn4X35lXBVrAq74oB+G7z5q370vjb/UN0OOGtkbP+N/xVQLukDm0/kh2MoStR2RC7npqjvcq3Dr3BeoSNtvPjaLwlfKPkr2BrT6a8Vbsn9PVY33BmQr/hEGW8pen6Zq0cY+1ZdPKjOcGivjVpyg4lcbe8+vKr42gUNZZcJ6p1FdDbbFBfq9+g6sPy3yuyslQtRWD93uO9Syn9lLmTJZt7NmGd+Nm8SO74Vq7cL6IqQXsvH6o/JRmUf6bwLFDm7dK1N1eWwkr0S/Jf7/jYvatalOWnIxeqT+SVfws0jiU5FsLOkgQg37WJJF8nVTxl5Q818bhGrD7mjstiXK67OoP5RKHQtt04Anxd3wwTXW1v1ppP42CN11p2dVCs3afCz9NUJGomKs1mtgNQH1hKbfDX8+VSfu3itfY2WZfE1m0OibV52Qxwu2Gk21s0EoP23EhZZv1efeHNoZiG5f8bjsP1Ncu2pijIPJSpcJlb8DuQyS4MYJ762Rt4EkaZ72lIPEGlrR8btpf9MFWdWpMeuzmiL+nqEj4LPJbRd+GoDnLqsYe4yLr0cqZdgv/G6rSlk6I5uFifYyP9druozsqBdWknXTuuXfv/G7k8m6OKaOqD3Z33CCXIrJ7j4/c/WUmy21TWLV1oihjvOLHxuxl7R+THjcmPu27djijUke51b9HosZsfxmvvh948vjbfdebJYuBcavx2SkqW98WaVZUZSfH+iX+VoaGaehvGvKV6Wv8bYplCsO+sHRdvbtpStP5+TtqLoD2lHdTubG+pri7wvf5M+dq1AKUv/qNl3erYFqkJpYPLs3dTof09qOx8v7rb5L0F/TS5tc57/jeaDG6pXWl9m55yStdam4etBLMuvfQ9zSGv1zafDfULA7fG7DoFcG/dt9nMCzMksCK1jvXOozSY0sYKHwt65XvsKTcff/G36i4M2Lt+jakxqfpalSj1r222KMpMYgNhxX9UREVVpHS5iGyfqnL/9DdT+znvN5VGO4Xs2xTxizoYmgkaFVULsduMGOfDl98m1Wv/sE3f8zyXp/QZ+F4aUwlf5RJBU/L9NhN+te/Aq23xa+t8bWbC2STf3rfswkUDyM6E3kvqQpkwVbrD1J/OCWCuH+cuK9zEKJiaI1PCI12l6qNo8irVFJUtpXo16laW7D8QU1kX2zSvwd1t9yWbDq5bzxH78NC7ouCy17+Nla+2Cbz+T/dZeXnfaF4n+Vj2aZOkMQH06dnXF7pewPPTQZb+NmSKhIRvONgr1ymuFnlrbwx1yf57iAeWbt4uXD9GjHMzHWSPiQ05M19OLLIbE6hvhl/+ht/Wy+HbEzlNYT5eK40hUx4LZmK8L73xisaxmr5jXK4+ztjYSCfJC7Hxt5wnPCzy+XQXob/8s47hvyQ9KB4cYIMTn0RW2FM/Q9R2LgjeO8vK5L2fZq8cP8bNpIx5t63MY1IIW4J7nbYhdVSTvWMT34XVUm694xjczeFtL91+duHqSa3S03fe4M/G1csMOSvMq2aPy1br0JoUOs0rRaF932T/NeMQHN2tQJd1J8QvzpFr+hYNITVEtmJfX8brBah5ITrE9toTnxtSAo+u0eWdAPx7fpZjsF9lSd2f1uUna+gk2waum3f8Oy23VN0/iDs9aN5PWymyFtX48BCZ75bpW0pfssOJfFxb+N1WRzC61cnyOibJI4znp2QP0HjlXrXgrwDBGHN3pm7VvAh8p6PU1qmppY6DJ0u+l8bd3vfBA/WFw1WtrXLoxFYmeFQ9WNYhxjKwpJG9Y4qzrbiNal4RC82vjS2y7FVaQ9xtl3ge6yosLbFOFWf3R9jrZRNjSot66PgpZC/sbKy84yr8jDQaLWxX2yt77vMZqQ5YT43rCLCjQB0ZAgza+LWcVilPdekIZzJ8Hy7sxR/GkTeqF9zdEsoNDQ0HvrC2mbLTVYYofq8te7M3vc9D+Z4frVrw+N2ybn9skA7SxnxjzzitSb4ttoUL4yVAeqqrMYdm2Qvrjbv3+NxOtOBkK8xjebtBlHskfQYvSstV95PUn5rc2RHY/na2frOVM/Iv/8bbJK/Dpc1DZXEN+bFJ5bnr0+S628GqoxSNQH06p2njxFSaY+h1FlJt7UpGEbcv6+No+C1WTVRGbpVpIu367UvhbKP0zo4lUFNIDBQ+pMgJNbvZRUKqsUlpJBaqCeHsHpf/ob6m8aVnf12Qo1Bdc9n8LZH5Bj2Dn0OeHrGIDSskdBVS1qO0rbcm9oeRZJk/r0HPib/vyeDPwuQzIIv/ChuUNck2osgq14LNj35i0IvAReupvjTr5Kx7pWnGYlof66SabrNcOftNWld5jIMOj605MmxL4NEAQVLTz8e7VW+/Bk+9dVggp7dmLa5XDGP9P/iHxvDTJvOpvJDLRn2vbhC+Cm0lvt5628m8W3H3BQg5mFvV4v/WZ/eu/XX59Qx8vOX8/NZXR/7smkvvrjZ7c1d60bxbY3R5ZrivM4YPiKqWz3GaEP2hCXAc6VA6oyEv5B2RH/Xi7vm4tBfvxfk0/G3aUXmQK+2ukNyxcA9hVw6UXSd/avNzWkmeXqk0e3QQINIU9C9Ce23OyrY3I5VzV++3rk7uQ+dc3xtXpfCmW5pI0MxLyJWg98lBaho3lKu1J20W+OZUeHscYLKu/Eu5DX5qal+1/r9roZvUvY/03xsyMoq3YaLnTGKV6oj28PsNhTE2gm+W9Zfs+Q4xzTu5g+cwVMrX4e1xaRH/VQn/1l6Xv+NvlgxtJzu1XSimg9Yp43EjiEpy674S9SYqfgaG7xgKBRJPYsRPNLZo88Tb9LxoEWpvf2YuSlltZf78bXLxjfcyKlldRTOOom+tvcZHDKaNceYH8GoAmp1Sz+6uoP5cMovZPXHo+LsJf/G3s3rCtbqUzITMqrfdc2uC9MUvuV2Ny1Y8x3TXx3l3y73b5LN47uybu+NmFpL0JVvJM6SDz8PZVKhsZGj8UtXQqlUtwPFlgoQYat3hK7u9huvgvKPwb9y5OO+Lw2Q7lif42+Bzhjjmf69RZp0ZyZzFZ7/sesXU+EQBCCcEITGt48hltqSFIu7Yn6sr9xsxdJPH2Vqq//duuKVBdlbvLYcdK7RavrEcB9fsr8vgky+Vv962NozQPL5c2aroKy0WbbzFHzF1fF0p8zeydU3SQCxgjAmz/Sa9NRL6uZ/TFFiskF69YVajV+o2csGmTviLZ/l9xXG4XdITeG+5Qy4JkzdnBEqdWDGL31Uybqz6Gbwd17Y2myeo81g+p8bXUp488EtWC2Q8p7tM9iWF0HYVy76fuXISnKVmlKWhx8bNVnimXY8tbbBXdMxS0TnieoaZKJX6yjsbZz4yfGIAAU0ucW1x7sDDNmLyQdR13OIfPROQ/GyYPjcy67K3m6luFLlFu4o+ao1y3OMpIHfkXEC4bGtAdGAgI3ee2vSUp6oVxc1ngDD/6r1WtqK6/Gz9A/8brJIQKj71qr0lUbzR/x0ShwX44sL/BkaHuDjHOA/5oXfq2LtMnfXvX9mHa9xs9aTKj1jGsuz3wXlWmwOWFfldE4VXb7dtjEBnGq58N2rpFFEi2R7hu3qfr/jYs8vlwViqMOk5aFm+tbRI+36UrS3BKWJL1MHWwNIaoabdMnLpXyKF7SLaiEns6iDrc1pbS7cv4JqD2jSJ9Hf+EGfhfK1UBF+SZKyObSdB8X2BPNiFubtg/pKYfXnhk7U5V9jZT1MmeyfRbo80MzJPut9J/NkI+GFpX1ZR54WpgHTjKbvy14uapsrmb8/f9LZZ28MXtx8bQmwexFqwJGw7l3WX+Mcuch0rTYI3LJvl10+CxBhmm97jx7awCJrS3GEPzEM9sftrC8PjZVSlawtzQPIBzMudUG6rlaMV3q7CWScleoSe2YadjjHDsNpME+0ne2n/TvH31tf90M2P8xK1S9ZFb50sQ1uX7/GzmBYrD2F7km9Xngzf2t5yVI3/3NGqz2YC1AikHShVwF4I6lircfuP8KD+NjissVl8Y0d0jlu3ft/fWI83K5XSU5AOCCCIdMKy2Qw2r6hZ9zFfh2ZVnhbdw1ZRXT42Nu7BWUXmLMrspcYFHLg/HtditXjU0cuZVVWywQg52F9Qut5qB+ZWtyzhv3WtC/t/G+o0g+FUpoozfcFW5MffYrN6SnIrlfzoZUbXnm4fWhoxIlF25LEvjarQpyJf/obCb7VWqxWBe3DpqyMpIanZR8yfkF+snFGP9ctQMmAiT6Z/U36kfV+v1MReGWA5fdfGy3jtjdpn8J0kcaDIYXx+sq9rirJP/u+GIArQ6cjKxPjXpeEPQ+bzG2H8bdfauiYqOEalt8V2WmcLayZRUBV92NQBMnv+c4JpLYkElHUhuWhu4+Nqq0pVm4lqWBZZJKaJ/Jdr8Ao1QzStlvBWuNUYA9ZTb+VfqQbTc/d7SWmmvi3Gfjb4Txn8Y3ma5bryM0qbe/oPd1g1XveHT22hB3Xub/bCP3x8bGqumL+zrS0rarLuJZuRvNy0xk34aDHA9U7OiI41cCT5aso8yn26hvB+G2zN7tOtExu1SSJHi312t0fd/3OPuJwEQHMXp1cJ3njs7XKVq9D8bfiY/M94Vxi7mfG/F02RHMuajPY6/Bxgugr7teRGjdpSFlbOw2LMQceHFpf/cbbJz5uRGtafHnYo1Bqkk1uH1jpYaf+FKZawGMc5XWy99A/6dNOxQ0uwL4ZRez42uz3+mv2mTnzfFrEzRZq1OT3X6RHw6nI8HYw6vsqk2ykWiS2uf5CrwUjlyfG0VB+4deN6Xt7JuqMe62WHZK/BQ30Q7H6fjnT/dJ9IllnSeE00/etyWtVG0z2uGsk7R6nKxVWkrpvh7BB5+JeGvfH9aVU6/Kr+f24ifbUhtcN/xpJsmNxTROVL3sS6arVsF3q7b1J9QKGN6fmRYcpL2dw3y+hDbi/0GL+FqtB8/pvfJ/mkx5gz8L3Dfh2m0myqqXdqdhn9cmN1RKF70wdu/LPTs7UapxvR/5V908K7pEyWbf2LgfxpTbdcsrVJXwSqs8ea6lllUWWe8CtxzD8Z3WdDKaBq/JdZwf4Q89hh742O23R4gnFjBS34Xoe0jDrrS0fhrXLlz/V92uAsUPtzSw9P71o1uyTueLQvuOl3qNit2yGNhHrLou+NaPxzAb7hGuLFRfqftoP4ZFVOHmZebAaCAwoI/uU0pdDI+0jB+2PFeo04BK8bf76FmvqZW3Xvv/G34YWpvSNWMea7M2UlQOlh8KvSF0qal06uVox9U6cWrjBjDpc2uTXFVbtoWbX+/UhQ33V/eV+DZfvfG0oVNI4+jD7LjtkR20LXqXFnzLaFFMlqinp8GBqAI4Hfno1c2ivv4wRdV330v53noCH/OGA8/Gz+XEVIa0l3rqcyn9MEaR+cdqab9tiFnUAERzoPYGfur4rbdWuja9S6aLuWEPsZ41OfG399D5lXg2UoWySvePGf09rNqxraIm0hH605UBAwTD7hkCHX5TWbj3lwYu/Ge/qj5HNU+/43riIwKYjYyql1h+3zHWnAqbTJtp3mLqpXLUme4nGSQ4wFC2t1HjSqVP3nDN+2r1/bl+yN+Z2INVVnt8v+rjdxbDSD8Zy4L0M+onDcZV7HcH2PxrIX9Q6ywvGE0V3Dal/HHkSdUvQunl1ptBvdML0VdKN3XpVLuPcu8LQrCLadFq3sRsi2j3YfiJft6UjIqS2Uumw6AgY5xtpfkJEsuc3fwmr0z/5zKdJ8iNEQXu3Cb3upaX3rxuSpeb7xFFLSZZ2Iov7fHwSnoRI+xKVFeMegRYAGEypu/WV4hkUuFzhXJ5qS7jqM2q/TNd0ierrGxvSkbzZbZJ3LU6I3KS1j/rswmSRhxrgi7o4qG0+ori1TOv/PyNOf3N99Q2Jo1y/K70tV8bJutSTelcNh8VbPLnSbleSuGgvWke3dXRHYLlVjfBVztpjPy2ndU3BRy7g/8bFVLeuWDzZGC8yuiTUxvVxP7pE+jPc4EB8F+ZsDjHOCe0OUv+ce2knfc5o028ONVuX73xvkJylC7ix/zqT/Zcw+lTskt+xs38n2Oy4AQj7W9d7rX6AkPcKrLOLxBbknRq5HMa/G4MRL0EgH68dXHeodaHSlDrsjNEdcqMuh137Mqrqk73hgoYQp7aqe8m7JaN84u4Vc1A0o0JoYnn42u43JZXd2x57TV1wLYnQt26+ZJsDJadxnFzhO+78bvgwLPQNn/G7TBVrU+jEOI/JnycqX+aXsb3/bz/LsYofBiub2zLbtPX9Q/R7fjbnWT+WcKxb/Psql6tFwLqSoWzYrzFtboOxug/wXrUWErLaO9qXYNuQy/L+GePGjUNf9J1nwZ+CckONASt1zknPFN+NKhfkekzLSR46HNC1pf7WUFCzw0TeTc+sAEEFmCmagjv32hCeurdNtyBNUBVBH4fsO3Ky+Nj7rUwTaNZEdyC7l0rRv7DxbES2gdt8fyB0uRKWkCxQ+UckBA9NvDL3Wr9vbzX1wE/7vv3cZtodmlRM0v/eNumKb83kh09beJlqWrlh3uk5cn3rusKNROHz8BQMaZt5+RmSqzx8c6cg0c+1OUsXe0o9zuX3fxs9xe8bZp/vPC31drD5rbhbN0kO3SvJNgIuCiXx6+ki5e/b62tn2pX/adxLwcv/uNsUy8S+4rrzbV8F+Rk3EDaP22vgQesHvf5vJz4aKGVfbrKrlh8+PnDOaors+NmX1LN7VhL689t8OHxR9LCuFVNxXmm8TnFh4FqtfE1J1jx0omvCJLUNW38OX2/sbQKZvuPZCNosOGnbsujfsjdwfY3r1FsGYLZ+W94vASnm7tXYqmxL66VLlcXxvGp+hbdy2tydod5W+IdsfkZLbm2c2CxB8nqJF02sNtVcPSWLSTG1vX3ikv+9jdpn8a1J1MapTXFshDrtxCfLZ7xfe1059glQJ6PoXVsdN13vTZYG53V1opqL9fjdlWjm9XlneHt9NFZ3XVOCR8a5JR7u5TebA8EcvK43J4pbhwy4Z8WZT2hPeH8bM+krNdx10QrxE/hFMspd+Jtme8Ne7X2Bes4FDGVBbuWRPcu2S3bma3LsdAkq/CZtVvxuPaoPsJtC+RP4Q5WUOkuaXt+764w/kQGSV+jKu+jRQIKAgXU8LaNr/Vcq7x3J/e7O+ff/dS9lHz2fG6jqppezlXPxkN5qVp1OKptI2MTcuQ1lzvzzRXQmPE/McY5rcJbiZOSlur601YSpvhuyT+77UlNhcfL/fjeWqxi0MXqk6SDktUs4y6oWt1Te2rlTeJa2PAoQc5dq3Np26qUf/K5vVb5YwvTZ5qkpfG7rxh1yrb9LnYseu/9Y9nHEbzyKjMlVV1BV0o7H/QrZ4vNwvr0Efty+Z7+mDjPb4288WbiqVXZrLR2U7Ox/uqy6s36o/FaXeI4wBDPPe+I39ED2MQZfarverL030z814f8N2L/fGwq68Xqh+RDNUoLOsjKVRw6OXxFGVo7ZlUYdInNCU5Sv0H0CgUNCjj1M23vc11uFQvU9R5gqbtDndX5S/743b0LF12JcrO5uqLtTu5fbgTX0AGEEyo8rDn5g7mrR5GgXdtG7+xt/Eb1hH0cfbbZcSnvXuCiW8OXrsWowan3LtX/zrLWQmhZOkS/jdSeopX3YVlIMqheJz5dmhNGkXcgtByy3sEKG06Qk89/6Qe+NnvZW1wR8nXgC+FqNQ73vSXnRN3j/XWH50sGfheNUMZdIbjnc533gEnGATtXcvwBHfHa32f+NJ2F/XxGVTfPDYfnxCbUe3xwCQTn37e8lP/43rrNNfmb7bzCN/0ibMvz5pFjQ7Ci9MlpUeef8Oz+PgTHzefRWnjTfMJPzA7sUKpdpTvfv7bedjht+fXeNrNsfx1t4e5WRHGyfOx9mATfDbupCeowItz/P/42l2Wy+jJ1F1pZN4kaMj7CTyXwVSdceaetX2Kfhhdlv8bGLXXvLv/Y/6W/v6cjfnjbLS+C1ALOqvWqvljYSaGkzsk1Ev42zW4uzPe5hErQ6mLQeX6+g8/OLZAlfb2AHnKQTv+zZPHVEgl0fjZNqQeTVH3FSsx+VJur8c8zOdETbWrR/fv9fjdrlas3lg84p+yeSO0inxHKBFi4zbW6/PSmrFYOH0/G9LQmh+XgVfh2q8GmlfCSqWNt/kUP9k3v/77fUpnRIo3/2uh6v4cW19Hxt0alNCbRrHZuTZGZ8g+kXF8AMx3+rESbvNlDTOP09Dyh//G3O5arKyN7jZbZae/nj/IsRlekD1shfuG4UYHPjemnv1tLWhmixVA2yS++09/OiKf8zD238vbv+jxrIwjP43s+vo53uSHe8IRN+c62z3kx7fj8xSUZWq/UexQxAk8fX4du6TgT37dHqNkMtw75w390T1vxhgbi0Ov+NlNldTbnI3kxHroxl9B6/wAOclbTTuyTrm7Larc1oJBv+N5s99JOZa9tKPmUyt1+JffISX5zoZSKachc9/XZ3H+4fjc/4erszdSGb/pjo/TJpXOjXSu3CpaZsZhuJpeqvcO7D9R2ubm2FtWQkq2XnQoGq+l+WbNjv/rvpYv8imaxaeD3w7urJxO+o2n4m0PlWATfk34+giu3xfDZQ+99f8r3z4cCLywFZAAASktBm2AvwHn4XDXHPbImWsvYazlZj5fX6Gk4nw6Vox9UORzuEisqw3Kr9wCXXezck/WNS6SzoKBfG9Xxp11eHRN6TtPFCfy+ouDFED6B3KWxGWMsnXvWB340uGGKJyPQ09fVvKUybA9zuqsMh7gkoId9NWurHTaQyX2weOkl9c/G8ToW82GH7IJ+mGtSPjj3DD/BNfTKvXi5EqZG5G/A4yq22pMfBB3NREK2X9RaB9kuJLmBMhUJN95aNMJF0hfP1//jeM1Iz7SbZbSp8ArwTmJfyzfxauGKG0Am/ST2olYfB2rBawwverg4/G8KPnSy4drHn8uLDxVnsqMpUYBhb6u23UagdRJLw4jnU/G80RyrUq22bavMnPn+dIqBdMoeonI6yCikVD/G8Z5VjbxtXaO3QPOkSTCmpmkB31xdKtdx+4caDruWA3h3434/jdQuJymOaTcf9YP55x+D7BLQ0qEnygDLquePLDSlmcE28eBv+N4IP0lzo427db12EroyJ7yc+VXh3V2rVrKTs17Ftt4foXwQcO/2W02eHt5KXBdjygbsbTIJGn7CZq96VflNlDZSiDf/jeAhz4bncNDn2RGFqNdSP8V0W0mJdb1/G0jwZ2VfUopCoyVqv1/G9XEhj5LjWuvtT6s/RJ9SHy/XHroLQbQL6kRf+67FRw9zR8bjg+TZf98bxmNnMPvcHeHNUnCpXmOrHxIRqkcB8T9Ve/wm0Kmw2uRe1aIvxvSG8abz/UuxcU3YpPiX3mxO8qs04kdqXFi1ELSv+wl8bzVFeELqT6lebtyZtxTIRFvjaglaFCwlYUkb5sXB7+N8YZez+DNSncW6mjnXv1xA5y2eWAQwTS1obRklnGHBmyU4Z+Yb8b2xAx12V3LUyew1FCVrbR/L2u5kAMm/omivwm9yxqjzjl/jemNDdwnpNbNtjzdI7WFU5YyQ93XGsyBLv2U9k4StS25wkfvUPCoNPC+8/AI9/QzZ+dgWAv8KLnavL6/jdlsXlLMiFawdj3PvPPbbMSNhUdX9/Qdj4Te+HlWS+WcuIqqBIse6lfjZ8FmGd9ycsDWHb20rvmVGPjHjoKKxhqAyBrrN/TgQfve2pVizw2jt78bSkZtJbuK2jYeqfGRJK06QvqYkaLnlxrGUI+d+K+RenVt8HBN+4RuTb8bU+s33Hy0yhj6/eOh/NxdgsKWsm4GOpBjH9t0SLtJVeq/f/jYsyA+7WT+q83bWWHgipdkzRu90xBp0Eri2GqAlQ01Ps00NNF3sENdeTlpIq5Al763+/xslVW3sesT/WCkyR88NC2rrH3sn+Kq83IgUg0he3L7dx4fOXx7LMf+Nid9RuNhlO6bk2kRh1xDAVv0LPJFtqf3VKlCeMc5hXHVYUn5EVTPDKWbbibmjLRr43bCOe3axbLrM7ObLqD/dfH7XnKbfBg35kJi6d/+NpyMjqsBX9LWG/P6iW8yMXzy9vIpiBx1dnsBxjmRNyp3fomtqrj8Qov8wrjgP8bP1WpnsrLrbVvPMG+I95/qaE+kYIY2gbvqIg/ckb/RTxhy5RhDqGfjYbDzv+vWbuR7dZObndcjqOdkFoP2FJ8ekp2uPDl/WX6+htK9fg7YFWJG0uJ2M8/O4YWm71dHx+3x6LcVdi61Q/kEtPp/G2LZIMWrqzeoWnW+lkU2eX2Y2IxddknnD6QXq2HY/m8EP1dcd5r110++11aVZlvPEvp/jaR+MvTtHnimwe2shOSMZXrZ/Kt5x+1TTXX85soDawlVeqm3Tv1rfZEy+hHvuW7uPvfG26X1bVCPjrL7i6q9Ik7rSbhsVhesk3jgMgLMQUX3wzpN9TuKeJ2vJG36xft+Nh3lZ+AtyRYVitRTU7X9oVkptOR07SPpstdHqC7MWbgQMc27V07VFM+J7J2p+D1ZkvEfv7pouOvecufjdaLgro9wlaG9IU1VpepM8tvbGUZuLP8Xqh8ASKHOH1e3WZJKeNlvZ7iTmu3FXOF/jZ7Q6kW0vhf8p/grLU7S1KakRpkw8nqrHW3XuOaTpF5Jf3lL81B4m/v/FPQz+NoPZc29sm5ZVVSY/FNRCqWPMPmXtMLTnaevj7R9KlXHG7wvZ2GJZn42+Glk3if5hzbGtEddC6/YfE1i3tj2T6N47HPxKp5YT87pXkT4mHveCOzNyP429TwZ+F7n5O/lXrvjfh1cdv42xrJVPUo1ZE7CLvuMx4eHges0arw/B2C5UkvJH+a//2s+ax4pItBlE78bU0zr1Lc1u2dUFqSR7DWizHDTS7zLZ/t4xj7kuiOu5JN+rvdHn+EGUsxL7Xsg2W3tBrZcGbJIcm0O4TSxvy4i1R2OZB9LPdKKa/obs15B7GbV2FU2vPjbGT6I5YXKXIm+p+pgrBtdNs3Lb9BCh+6nXfG2mOf/G2NN5IdHvtmH3jPtsx0RrDNOdHY+Jm7tX7JBolMEu55fG7Njlnapi0Vy2PWtZaFUXgZqQcY+dyGY+FTcRuyYVcNtP/GzYfgpqisCmHtXmjPE/xr/TiV59ZeVbOxihzDtVvYZ72bH99Xn3t/jYWUyWHr4nNgl5MfKaVWDpc59ku6f4LGOYZtGXjpT8uU8bNFWph/DznfG7fqmjdJ/Kq2Y31OxQrMjXKyK3MYgP8oXlmdqaWPvINRV//Gwq5Le9ZR6S7P3Y6d6oewucqqWc8EWNAtBzie3P2M00fCq47mnjN7+Nk+q0c7Ji/H7c/XbR6um0MdxFgXjd7F0vDUBzypFPyfoGVL/f42VUogdUZm97dnJXkL83mY2Cml2o69rvE/B2CqEuteKbLCdz80f9ZuBG9jNy2hkqTlrOiOX+9xuzoO/HzHH5P2r6jWaoMSydZpf5YGT/oWTXAEEaalJutzl3x8hk1z41q3zb70ryFFmbaLWy/N+N4bif+6Uy9Ut080JXmVKsgMDGrRI6Yy3gqSr7hZvxjHPIkpLvrRYZeqcB1gl30kieZvln58bUXUfSfymZUilZ2e4csPI1lZUP9niU5AKI0gQ0ZSf/uXpqXImK/bFF/m4thB8l/6sbRvJpIkZ1nvduE+OEtuZKp+N7u41AfuU5nv1tjKrRbRUgi5X4hh2PxtTo++TayrywQPP3KprZ7tuTayHSFmTDOjgbMHOUq9boeoT3xifOek7zhBnSrWfG3bfNORqqubrNLjWOhNnLuQE+9CGCAwq1hKp5pW5Vvmbwqrb/je7C3NsaklRA6VvwqrAtqGdhy1O6yi/GKUCpdiW95ob44xIISjloK/43xW/l6Ryqn8vVXkHiZWeLqwtkvbXpRiA5vcb12k0eZJ6U29dhta0y/6P8Xwty72fwX3eyvbMIXvXYf/gz8LkGqXlYDtMa1vVrzfh5LkuRfGnbHrvqLbn84PJWhtR0+Rh1ZuPO6KTLK5aUEDwKBjc++V1kzmmp3eEnob36gpaBb43ZsuXSk5oSPj3m6JpPyp120n+PaV7gqY5izpLle60Eths7ByVpD8bAxypjeqdrj7hdOcmk54YNDW5kclLYXyqNcMVqeocGOHIvv422E0zX6N3+h5PI3zP0wt8bqRNuRlKOmQmPiOYsiQe1iYXjn/Ec6Cu+NdpcVj+jaASKHO05iUF45ettdeOpDerVC5tLpfjbhw/KjuErUj4RlWMJNo5jJHSsLvHFmBihkJIWoDbtq2SRiJr+o3EbK96nkel/+xtTRcqKssmhvJ2pvF22C7tSoQ/ZDkzzlosMkVl/mNQH626v8wyW+t0R7lxa8EjOW05iz1vxt+GzIMyRh7vEkK2xe97im4v3WX/VL/sdjOCr193RS333aK0l9SC9fREniNfGwsaKr12geW6O6bx9N9k0VNdcoR+OaAhQ/TemxZ6SVd4bRXRwZcX+NoX5K/W9LTo/XtC3PBmtlIVYetTPMq8mePqwUxzCPSklpLw9LVbBMfipEvxvs8S/+o2excxvhG+Emj7wKjR2w+vPHqkziOjxlVcc9MKTAEBBIVJ9DlMzpVLL57UNaYqDyvFvK+ahvvpGp8bV53j2XRnVLs9dsq3ElMr1w5PqQ2qVX+r7BbGHd4WsRdX12neEqSRonuVWkr42c9H5nU/fhHcqeU1aZhwHWlOUTMVIp71Nx2DRgs7vcyuixWrut6e3KsQXJtofdVccr+N2zN2COKL8lHlXpDfpPcrGQKpermwRK4m0kezm0LWE5oAACOcv46ppzygi+5z2iddPf9SPz6L8pdTX3/Gx25xhV57Z1TpgHU2JvR122TNrV+7MdTUwWxlTPej1aLSd7Yy1atf4mtnJSdJKFrd8fGxuiSpbVL1YO+PgLK5kV3YcJase+7BqSkuzxvSaKoupvdLw6WiIz7A3osiX6PjbMjqddRTQqKof0LfGNJ5bKP+68yW2mY+MMQGkJr/J20sxo9Cu1d4fUFD8bF1KFaQLcxT9aFanGXYt9u/1f8dyqiewNIodFg9bcGjGBBTaTbvTN9dTzhSRVYmK3cOC3TVyeq9cbPcTdhFyHvkirVFvpbBZxjpYSvp+Wxd/rI+3wUg0q5cFnO29XbaO/tiSTYE/+QraH7eh4v7/G6HW/kqjZuf7tpwV6vrhpz/Se7T2sdk/hD26OwtqvibLLBnBndmTU3dHTmz9XV9D1oevXG7FJ67e8RHeFCoVTH5a/LDceso30o+Jq9djxra8c0ya8cPLXj30YP/z2vrJyEu/X+BW4Y78LVtaPTxerD388wk3uddbawxJ3yMkbBn4XJR+KuTdlXsO9Czi9huf0orc/8aUX3XXrE0PsED0nnnEdcGyKOrmBjxK0tfTPdOhqfv4T66cMY0gZv/yrzUw+J7rJGwkZ8NwrcDvjb597Qp9qkdgVa8Gp5pzjLtjobUjtbb3fVt+pioChjm2fepNyl9T3l9MiT4IHxpcORf2fpt0vr+NunR+689i64F/U2a/WwM68Eqt46R7bpVvFWyBCAgqF6b1RezMlVRg5No/S9K6i1R+hiOfjcKqoeO9TE7cneXbajPbp6tmWOJRTMmcuMhPflq0nX4yOW+JaHvR+uyCzDxkkMTL/eVDbcEKR+n8forU0rJzcUfQfPCw/MvLIaxnEeheQv+v7+5OxR5+Xau9FjoObf42WPXRPFioHrTs+yK6BLjYpnkasdtRam0vVrwUgDhPtHvR76IdbQ7VO28i/9+pX43YexKq11efS3Skfu3wLlizJFk1TnTORx8LxaoKFDCEfrFf3Utfn9fMTU1Be4bUP9TXxNf61/8bTVR7bi6olyGGORmLr2jzKpuHnZOaBHaWag7HMQdxftwpJc4xU1MPyPtXrv5uq/xt36ma5dkjkrzHVi3MbpRilLnDCzi5h5FPfGGVYCQUMKDKfHE2SF6o7y5dVtyWcXNHz9a8W8vpv42Z2lrmsM1XSf4ZpdrkZVJY2aqIGYJI+PbvxulQAAI56oI9V6fI7+XQpuyk5vRfu3Lqrfv+N2+Vc24uF3ESipSsQsKsLFSvh2Mha4cqfho/PUi/gI1y/DpEFC4+Lp7ddYT5ORKw04u4fqafXWNt++isqlS1PjrL9V8CYs5TcJzQ9xZsdjCCfru0TtKfU2+YWua9v/40qm4OrINmPPJVdN5vX1Fs3EvIydLTM2b9F8bBFJkEP60iLrPB3Z06fLkgvy1VuV0+Np+Xg1rLnsxdcamHzL9a179dck24w+01XhG80Lcs8eMg0f+Fx1YvWPxbTaN7yXgreyW4vzqEfjYhfVpkrKw/WhGdl2WsJUsc/538Qi31WK1GuolahxjnO2PojT3Fl2nH/xM9//AbufXuNtxTcvMRSGxOxL/PNSusD2bpVDGDtRqhtSOx2C5RY/WdGM+u8j6feV13W6ISvy8K1HG3/jYV6xWPd2tawN5IPYUKmsqi0Jj4wnTnD4KsuY6H1YwEAGC0m300/jTu5JicG2zEl2BRjw5/5s0x/xulaT/tiuhnvFtWT+Lp55NqQOgn1Xnr1w35vpPyDxgJJtomybkI+23am0b5sxC/61S/jKHq/obucqr6DJZLZZL7x06EVic874MDmk0mO2E6M1U+1NAWKBNNbPs/r1pIl/nwbafcLms5+ZN0WXpfalhanlC1i8fL+motf2La/+DPwvEvpZ3ofDMu2ukgFaMhsAnYl9+p2QTnY6LAy/9Y2ylxobWJR9rQtXwLltQdYFVaC5WlrRA8SudTuCBQyjTTZvallpIzypfdYvHv6nv/LSJbl+dxyvobtdcA46V0WNEVVQxddtF6ykDx1leu0kFa1+AWgI1nmtLxeA/q0r7e1u5fUJf6FRSaDHxvP3a3RpmIQVcE2lqxy+Exl7WDcrlKh/1fiROCWlQ5ev+42CH6XfjeHz+fom8Lt4/xsnShWCO1glfO9WWLWgKQad2k5vyTEiO8eQ/MjEFHFhJKZl/rxtKeQ112v7pEtYzhokqIVS0gz0LUgQbsqFq5fDsc4X/WLezY7+i+qvSLl766yrEnDgvjdDJOU57I511ZVQWYtipeR7dGTM6cTP81++ptAsyD5gAgI0oCUfqKxda3tbapUqVjm8Kb9BD/cfG1dDaSnOVejDcyrRfMPM95DCuHPSDj07SJHy3dMf6HY4cQ7kYTtTqK2v4sQt0EvVstqXSrly//Q2+BdFVeJVuOYC6JUewTdJT5X22K7pM735KFCsaKGEC7u78jYCimT+GLRM3+3PST4XZ8bYtA+LO+PiV6sspJumwyif6m578uTYWjEZuNFS1KkOMc8VxTG++8IqmM9asjxPd+5xyn42jKTopqXL5u2k9saypFttDnB65K0U7qPLBJzCeY2F1EYrnuvgjLhpPV6A9bMkT4+5pf+6GzDqWzdJCqsUbltYtpmnTm4QZrJfVdHlUipHvWhbBTGh3lsGH1OL+Bjrbz2md+jnSsL9nxtw+xq8yqZorNHPac/GaKpGxsLJHTiiGPc7RggMMx0yCK8NbyCfNxhLJoTcJx+v33Dv43blIuqqCn5H8v2KoOuSyYutHou+03bm+qQX8umjBjnW86sDU4+pCfcmtEjTwelQzSX/3G0b183ZhrodXppbKrLTlj/ntH1GzPK6pyxnj9nkSpx4istu6s8XBYHivD/8b7sXRfRps6wq/VqrN+c0fqpk3XuVfdx2Pw8sVaV+TU/4x3oodJcLVHFp6X8bV4mNpQq3aeIpl9FrhjW+d7cxlxEj7PNFSSMGOdmzWvr6fUyvuLRgmXHaQHdqo9yXxvS29XT63BLauKtac3Ugu6jIMOlZFU+tfdItF8A2YBhGBcGN7qrPBJ17o31Kvm23Yslpf9H0lfOXvxs3VRNGWE31xKW22zRAt0jfRg0NT6iw0SJX2XO2fUTnAWIOZ5oHN8K61tCq6RLZg49Fcixrks2p9i/UbKH/Y8qNdbVpmHSNq8mZe0e+8kayENdbwlnKlezOMFDDk3l2Vl2bev9PyLrkbg+4mr+yxO8v/qNkj7HSwLVDZZi66O1eZ2zsnaRrdz7T/Rlyfk4HgHEc6J5IV+NVpS8a5Wy+uU0XUhTbXZt1yNha26+R97UekoQt/I8B0luauu1898aSxJ+MO+xmzBn4XMVlimZczN5bbhyk6e+zNbDkexpT3Hxl2oPVvzSs3MecLyfGVOA/kTr6ZWEs2pd6eXZbxz427czXF20Lj6v6PQkZ2zVSao/KFVd80BIxzxnjedbfIbVCc+nFnt0uPTr8M7+Ntwtoa4d9nYJnneytebzW18b8cmTvGMBgmZvrESLLjx26/RHrTzIHg1Nee4X+NpnnD5F/3bZVDOvBz3ZpjwjKaSvYFsn0uQQg50jRTskbcEfqRx6iiSTpbf+N1mUqg5+sMepOfPwurdz4fkmpiEVpQvYxjKiftEbdKTvfM+iJe8aXtS3FQn/G9WxtxTlbcbrtIQ92XN+5q45mzmjz7cEKG1rHIIkjS5art2a7U7iEF6+qru/42e9a/G6z4FW/LJWpheaQ2y2KnRboJ3VS0Zrh9A76DVD9qSiW8qWgVtu5tw/v/MEfjaThYdZbrd+Ps3Z0r7SrCNfVGOhA3jfc3luY1Afv/9p7jT5IL6rqLw1rQf/jaxUr3ErxptrFV1vH3+VeZtkYat2r14+jSV56kLhfcpNFWPOLdQTpf+8bSK/Vg/U0P5xBVVm2tV3D+TIpHMtpTfApQw0jKvP19cfUq3Rq4nXK4bF77Ut8bLOOJTYZSzs8bN0bpqaM01GNK85+KRAoY3gf71bnRD/Kpo0YcboBL+f1UW520KP8bTT0B/yLcHTavThyPslaP66s4bjtL1dTcdx2Oe0BVzebrtJDIZtTOrHR8bw7WlkkNGnto0+Nql52mp5Zz6vw0/CzjGoD+Ug3Jpor1Kzqgh9z34vx1cET1+9/G62besesNqMzIbBZwq+nr32iVEtRisAhj+i2gw+hizsfNGvMF/je6lmvVNV1a75WbMh7m+XuP/J/ioEaKchOi3MD8NRf49OUqe9d/43Ua9QpZcX4X+VXbeQjrIl893sqqrj8zeDPrXjqk2aU/y/t7jbsp9JUts/cThwV3EH/RbIX6GsO60Op7vaXwWUfJM4TXqzY/TY+93TxO2Lr+vDHPcvmX+N75UvpWirReSU3Eby7Mb7sCv5uKqZ8FujQ7H4+p+fQ5vvT1w9ST1yK4yP+1LTKzPpnxsa6UxXYddI71omf5WLaeRuVjo9hLNb0Y/jsbCBu6viPNPFiuNtsovLbi+G1s896X/pxtBk2/a3enJWu1av6QKjtJGoO0r8H2BTrgKEGFbqRO/pWQ0aSbJLEV2aNa5mxrljSPKU38LV9IupiF2ZR/Y9q1vez7Tmd3pdiIcwZ+F8+VL23CJVEm+E25/42t1wxsdk+p2tyJTabyS03Dlq17TJ0oTRYBChzYLpP3FVr8K+ym8ejlJ18bV+tLkTaRalu61ipR0tbw1IQ/LdJ213HY5w9YzGRJycklmNJd9Cjup2fjdZ/MJtxrWfHQm0d+Iv5LwruSxlLUGoD7frmkzi4mn9P5sRLuJZ6aXf2gS8cv9XjZywVVU+BLWy6aHzNbU0XL66naUjb36C0H2gdSrlsWhPTXrtFO8sTNCvvTccvL3nxs1pNcaywj7vxu1um2o14mdkDdx+209skUV8djnn5YSruVqgu4fwlF60c/jb+/OTOmqN1L2HjF1DtTCu/M1KeyfU7WWOxtcmT8CDPlraGfrVMwsa2LV+T5uW5l8nfGws6pk7FcqvXu19WbE2+rjAxa5EI030HmEfEH2NjsbVhtOyua8p8NFT0f9Q6nu+EVafM/xt7JENjfpvlrbJ32EaXhuYd2f61caimTN9HY5vVCUesqeNpL/6D1CzffbvT6vjbossL12uM3bEMltOK3RTlRupOW7bHY/fm/2rxtCVqLLsxT5EuDcKfG7F0htedvCgfep0fyJfT2+S3KlYpBPsOMuVbAURzCV7Qe3terXUl9yf8WmXGwW/jZmicSwpj2CmjzuGhVSqaNw5YJ6mZ0ifQy6I36kHzoA4Iw3lij0mvdx1R/Zf6jUSIr6+0XZPfxtHVFnJ/3u8txjPkinfwmk3lZo1jPFyedvQSZJBeh7v3mPf8bbavwsoZ/Fd3nG47LF1KKrqEyYcCLAc6VBM+niephfqUwXqQ/qxF+Ni8lZvbZzZbdM3Uu1RvhsyFPwu8Pn5ieDsfCG/6ZDaxr1vt7YAT+14ZW2m3T1BXxuJz3SCtWmbhI9iaCf5uptJVKaOHwW+q+3beOcB1OxnLbodVtKdvN0Iof/cnd/GyF+hZ/q+ydmrrPq7x5pMdfvS2I9Uzl8JXVgEIymrhLXaJqdB31oU20kubgngn43huLri11F8lmuG5bd36k5ZYPggHO6Z+SlQWofjLfWUWizGh1OTUPe25nPzpkD8tsnSffxtv0FRunupmIdYhfiZ3rpWvNs1dYllQxAZ6jW0Y9SdrY1qFchY2G9W7oNd0Njtqvjvaza3M3ybq018bvCq37bqOh+DppFPvr6xIzhtO175eE2ZnfoYwbvjZlqMeSnidQzXrjywUmET9DwtArHtfBmnQ/vOnjzF3Pt76u/wRz+/0kGfheZfbQh/rcWbZOwIm6dHwCJvgjyUxDUj9TNfG0Y8yr2ukhXLjHiz/W4bJRdC9ySZ5KRyN/lsRjWOZnQVZy1PU0YffWy9LwfiEZNe+v6G1qs/M6yj8pxevKKVmmfum/D3wl+QNUp1ScB90EOGb6cpVq0uDyedbU+nxs57+jA/G8uxz3/R5vSWuHtcpubq2aj8sUBxHNb3ZZs2k0c7M002pahZoTcOfGz3H26vNnd2aKMsFYkx95oZPt2EzoH8oIUNK9kiJdBkMv5f2/DtDqPfxygNdSYDVXr1JtIogSKBVNDYnM0uoekQ6ljg6u6Irt1HUbRKxT42sBVMvila2Mgfzwjy0ECfWWsLD4ka0VDvjCD8X1mPvd1ft7ya6Lzx9K5by8r8bTBU3w0667WXsjZe9mwkeKkkvCfKp/2MFD8R/7Me46vMtqIN1fa1vpsa+0bn/jZcbr9tuDty1G/JT4isj61F8aQ3kLQb9VzqGB7touNU01D+NmJjzLl57jMt+uw/Hl6SjVuNx+OwdgCFeCO+yHvdubyZL1IYpjob45fLvUbcq6xPTT4CX4re6WXOxTq6D0b++40ybpI3gMYwhabqMnu/fS9y9to92gr6dl7HyP5SPjZ3LDxbXs7vpOTj7LHdTR5uIBvFS85GStH4+ABiCIn34YtfCU/+fRVOVH8372PL/y431Wd3RqgRitYu1gkKx+uaJd4Nauu3FFVrxldgQvVn1wuyX1lDZ45+sNaXxs44puW/38bw1C8lTywGzQppphhaWtCVuO9DrI7HDgv6zlF11qF+qpR9QdlYZlXH1ta/425KinTKiRo/s0/4ycmHa2qB5bmo03lWNGMKhO20he2dbfcibWucFft5n42cssZX4EelnVoPa93TPXXllOzTJXR5cu0RrHNqbqj7VVZuPE+8V0kkvzA3CL2N+016zv7PjdIZUlMokaDtwfd/LvifiV4mPnyiSEa9R2AAQttpXSS+G0p5acxH8IXpe1H/yugaz5vfjdZx4l7NrR003XSV2pzLLdNdqfhdTxnZorcMq5cesL0v3qNA0Zf6dxt+PbWXltem01MdhI9Fb9FlfkfkCrSUAQEbVbIa3qplC+TzUqaDj4w72Gbq1B+29jbuz1m2PMD9KtMCzxN/LUwcsOdm1YhunGOx+zSLPGndU5N5wvS5qhszYevrG28WZIWrvypXK82Rr0ejpRtEVCsezPespyK8pUIX/RPbPtyz03McFn6mSrwaeF6JTD20NpngR77UmwaG/ARFxjhH46yG35bd+o2uUhUqvuU12/Th8/txfu3yKwuOjijQ1LJ7YKQc3spnUstSrP/qPMknkmjT0+NhjRKn0zzRdTpIHrObR6HWl6FUHljWpf4CiOd9xbFbiIyIf1qWJ5kPxvTLDxzZQby9vPcq36WH4pqzt75ekKlSk/IagCinKRye/vnl5yjVS0N13y/r42cwpjIXKv1KuVhbecPtddI7JEoJx4tS+UiMS8agOdq2KbQv60Tiedct+nf9mfjY1VxbD1KpuqWBvWGOj8SvC7H3Kna5W8aoYYCTfTp6wosPdm+LFV7T5Cw2bnfG6vQ85Xlk7JSYOe6SvAvWkxtVt6uicKtaVB2CTV36itMJ3+yr+YzyRvPPPVDe9vy/943lzU1JqmO4T8k1RUvnnbcLeM0D/RpxxjnaUJG987axcflGNjt/xu744wuGL+jrZG09Q3KVud7Wj0i22g1jmMLVunUv3thSTH77h4RS3XAR/hn99fxsFqH1mA2zlsrLETnohWPHkrRT5eqc+wXbh7DcHY5tr/76hv61i/X+1gWywk1aL4GKZhD98bLJ8ndB4+kL5eurLp5rjHbSZ4sB0ZVuK07l9e/j3sU81d5Qz8bTjI5ffOtWWEEpaFVmGW7fhUDOI+ytz/d+3jVDCqV9wi75W8Zdc+sNWg/Ub0EFOt4rksbvs3jk5YEqlUknLJWlSqJZufxyue+MEKH79s/cxHFlN+jX3UWy7BH42coratBf3jR9evVY/689q8sCqsT+o5TRK8x5VvDsfNPuUL+i3aWdX/Ee1trQ7TvnU+z31/f429izesqt2K6TbGzsqpk+y4w/LOOx+wokTlWmjMhwW5ssswfat8bhFYF3HT/MDJLbezcrzY7NwcxwmogeXNpjebdDTFKOx+p2lZUnXfj7PVPhyl8bx+V+C/uMpWLA0j17Vf8rVuUpUdtkq+c6d4KFDSqW5Zt2Z+q5jWrpE/td3X22ELdfvXr/GyOKLLtQy5CqHyzuTbe6kKoiP0SVhVzBbBRAE33p+/XGR9vSpW4Ovz2No+US+NuciUy760V+0pXG5qqpG/Y1ZydXj/o7eTMpIsNY++0jnv42v44/eSbp2ZtaKgTmxl50jDxdus+5FameMOLu264ibmj36VHbmaMN2GoVEL+d9mvIq/42jqtPdHt/JTkfD8lfjUUkioY10616K1RmQaoc1EEGK7rVvJ/UwMzFx5W0ulr93ZxfC1r6CTHM+kuA9K7xeNi2vPhimYM/C8y4RUc2btded/PC8v7+N2Fqn0kqe4T1UsgvrxOkXEb34RZoGsfDlavblTjUnOiNobMNeOX9/G7Av5K77bgLpKy1T6z64yahqpuFs1Bjg7H7XaRffsbG2rxgWpHfV2rrduoX+NlFSCtYK+ekdaWhNG7UbxdcWfrzz+95ywNYyFhSd7PZI1bK3I+auVxdvZoYqH42cxJaYDj9xXB8e8UbKrMa6X5TuuslGdUafLP3qBLAQJE95blw7TsrK/UiZnXZ5g8uBfxvP15MOk1bJDfej4m9k2ouMrpD6tCu5cibVG8LfGyfQ56peIkVNjtfrzZhJzcauQHY/YVrWTGq0f//G0flit2euNySPHtkb5eKpdkI4zQFEbTJOGkVKrGph4O1kFNcv/uNq6yzW5RF0sMttqaE/qtvJnMsKgSKGFIdJY1LSjU8T9OSSJjEe0S/642xlZUtW/5NULW/HTJ1dGSvj/xD6T//jbMU5W+DsTZmTh4u4nmEzcWcMUP4YcoAg3N5ennH7yxnVfG263hfwvuHV2duKfIUevtj+R1IJ+uzEptkDjH2R1iI/zP9JNCbQW4SVkqX+tRsqlV2y7XKPudxA8Rn/l49R/rnGXYt1eGEYfaHMgfviMb0EoalIOr1dhgVWCzNNz42/m5Wkr933m4L6cLMvWWq6P6DVRGuXaseoIUOZ8W5j1y1sxe5ehrOvcRg/jbLzRzyRpuizbvFhGXYE3N+kGG+Wx2Cax7YNO0ife3D6718kC5SASz/javM/26ftEqa4x5OfKjNM8XvNq6G1UP0+xqALluKsI+PQ/jDumGmNMMor4/jZ7DfBEqOa3YmuXM3zWCV+JWW8foRiqG/Hgol3rMugw/tVP2c16kq/6Z4bL1RfGyL61Wr9pb27yC5bHVqOusDlkncuScFQ2rDcruIjItjlYRvQVBqF/jbaNwXtTknxj4i9aVluyteR4H92P98EENvcp2vL25W3J4dV5iZm/b43pex2hNsWhWCujeOgVqpvmLrq9lmSupmELtOsEMYVo7ehBfiKH8bC7F7yLXvR/G8PVm6KpluAqy61xdsZ+F7FF51Vevg1sGtNnY0UOcuucSHuxqSxOVU5/fkO4bcKCVuXPhYuzb5RTdv/gNXkfHf/R5G+/9cCpJeeDPsLmDtMJ9hqGx2iP2/gEsAl1OF3HMw+2jSvSxt+C6la2Y/9uyRrUljyxsFSs1dm/jWP08TluEy0knDYcjac+NKD3/EMHFxbmlNHM0Tlz1gtVX7fE4bYWcu5Yr+TbgLBBzBPSnG9ERNqFJcZYdc/uxYaVK/fG0FJ902yqjejt1JXjJWHYQak/MdOqzOqYws8GDH76XYuiLt2X+p1R397aKU7pXp/G8uSn1mu5lrVpNTlaXw6XjSVvtXmFmlBAgIlmIxsnG3V/fERfcRrx/6g/jbtP0nNyzsrXKS3AzeyGPfCxhfpC1S3dZcagNKRWJqCy2YSK+fASd3XreF3F/jdgatDTeftS65TdKWwq5UUDVW4d2xWs1Km0L7GsfDHpx6LWNXYmzLpCN4Lg3fDev/fG6HVetf4dbts6kg75UFvsJjlWK22lgjeSTeCFDnnmUDjAM+qncsPYJvmBZDfStbX/5f/obDtRmuwmVKtwW18FW6cr4fotkRo+5M1cM7vLY4xzIT9ku76qLyyG3HPtFfqSyhjO3Wf6Xxu7nEutr2QwJl9ZZceumBzx+6e3oZ3ShDsf0eGaRdiwfvFAQ+m3q+JYQbvjYJu/5XpJ99wqj2Qhrq65LzL0FWL/i/LLU3nskcjNXgEoOHyR8tgLKlXo8gWFnUsaL43desPZY6j8/W9fTqvXLvp9oqcsOhB59xDFrLT8bXUbe5CLvBGC677SZosYQSNRI95uL5f65RuU/x9xfKszYStQv5aldxH7be5uCVAIV1+Ld+ImrtqZ0bUxg1LPfG0uaNFKG8hm60sWYZKcl7i8iFcqCPK6aR/ZqPw7H24CBUKYhVSn0Df8vr+NjLKI5smHCIy12Hz+s8ppV9Zv3ZqU0O4YT9AEBGlYWt98/CNjWOQj/vSxvDxO0/q/jZnWlC7TebKQ360Rj+/ahVlt3u/N4kUb9K1eDxgoQc8PEB8TfWzB+3iJbnMDrlOW3L/9Davynz4cfhqMdXgNJ9gySm+FVcMf7NhPy66HNFWoOMACt9bk64a4bPp3ZbxWzzES+6pIhz/jfacqn4hf2Mv5Fus9hdD+hW5IV0YeNNSSqPaSvF7AAP2Oc/0zWmDRN3Y59I7vv6PWniNNw8KRpHfG2qi2kDIxk/1nRIH7wSP5me+pXMyz53irPODjBFTimMSsvaiKBxoq84XiHu378bT2lWbr7J3efAXNg3fTWgyxp8yyquw+oL8JgKmvHY5nd/6hayPY0VLt6mmmCmD9V/Y2g93muO1LU38GK/gyZqvnZWEvoUDW/Vs4FKH+qpCmsJdOwkbjEfYzws+/wTGW/9F6tBsgzXJhcpfWXvwy5jVcqnIWNtQy1nlAR9X+aX6+xuMo1EAqL2UFK63CgKsrhpPteDB4dx+qmyloqk8wsEINKVXE6zj6gMZza6+bBe/LyJ4ht9Y23ISMrZQalo9wPXLZZuhFRTpvhB6xPGVHeHIdj907mzce3v7CXhFYVodaXy1i/bbiTvjZPqR8ZTp3xq8xuhPqRfVAxl2H1x/vPVj+bQ1CXoIYgPwXsXPv9RK9vJbXLkR8x5SnPraZ4l/rxveMaiBb/sbL7tXDPLU3s6m/iziScKO0Lbyi746R2/43a3xsJ6R3INdleWG+EzjTv7uwK9YTWWMuNdBSD9M7Xj/nFd5dL2Xch9eoMXgwgl059Zf38b19q8FUvF67FiqqLLrHWoz3HLUgeuP3U9oLYzp7Ca1My3zWuwS8R///Oa5U94WUr1L/dWN2Ed9kuG2Vzdf61XRxuq6aSsVawO8kZcZK0TlW4KpvNSVU/6oK5DsU2badJoinRaQxxu+N10kzfWS9OwYynVI7ceuQv0ab2/FT6ZItQd0o0UMIUVyy3E2+KtTp5deIGzq5f9cbrklaOccwR8j8rz1TeLZXcTqCpfg4XgjoUd+Mze1mwWZyHkEsP42folQmNZt8rTCsVLPWkrcJj5XRtH8n+V2jBAc1+lQ+9KH4u7EunsCGzmgRPxd38bzF+D6n9zjHOWekZE0RvSLTyuROFst4H0Q4wSVekFbRRdaIY3p23UapIXxsoKUWwzXq4bl5ml5mbxnumFo266sLZtY7DxECv9bq/mIkX30740Eu1W07+7/qPfvS+v427X4P8bqZ6znDywpo7KReI6Z61e9YpjwwQGnE/DVxX/3aPjkXx8Dgm9V9Swx2UO/xvmtG86DP1qVNXPEvilZ9nrVeb7J8UHh2NIJ0lc376gL8ip0Wzr32u6nEE9342fYvk+F4zQje5TriF8fzqpfEFHRTCToEQ93ksthuWt1OyK8+vjdZJePs+lqTPGySKVK7cPOLvHuzNSk1QQICTaP/CHli4w8/0dHpYZiu7o4vjePBPymf3CmutmGLru3qbzZS7V60ZTgxdHgpQ/HyUntskaFV2fp3iufxtZ/mMhn8bjV/XqWfY76M0C9pLpjCu/vzfk+prwWoc1nXOldtlG6elXfq60sW39W93xs3KXugeg5jbcLONeqWpB/KyKRaHurmgcY52UmzXzK46s3+hHdjES8U+Nqll5G7TmWH6vZnbRJW1uxE7gh2P12Y0K22X2Hn7bVopWKQaeF4JG/XUQ/YwK3kZ/0Hej02nHj//f42VK9beLZDu0NaMakNurWaW6rq8m1EiunJWjvYJEBWldq2/oP9JnzopiHQ5iH/ryX7avG9dEuq8bf91DWOVd5iteZHy/KiZ8krmwH4Nkd556uXF3X+NtcnCrBF0uJvvc5bFF/2CNZZl4si3T12NQHOHutaooz0/qZ0m8nt7CjIkTdX/G1NTr66zd9k4hyErSGbL3M16Ndv4mvwWeOMbSv7xJO5phfHltiLwTRp9S/643Z9g2LcMXqrUrqmwTPPi2iuhnLxr/cpF++51PONOCtpc0hh+/xuzmLtqmD9EzX8/jO3FOLfpOoZWqAhB9gVgfx70if4/VdvcVWz019iX/uhu7J7Jr1y7JVlSlSeckB8Et58Om1OjSBU7BSDnh69LK8Q1bStGkWBF/4TYbl/9RskazbYETun7zxdF0ryLUn6Wx5tlv0jd2DsbAw8d0ngztqExdZ7xyiaqrfNbtDbJr8Og3hfXiy/Y5E7Flrd7L6SnQWxVVIYgNq9st8b0ceqMCN6+peCfwSQNx9XKPc/67UKfG63Td4cI+A+y7Ax1Ir85qsrt+zWW7m5sAQgCmnuV9I2fyz3zfLuUF7+oNPz/21NUhvNxX423Hcn5t06oa2JCqWfxK8TakQKm+4aF/H7vd9z9dTGq2uv8r2aC4343ttaSor52q/MqljdrWVlC3LaBJ+dY7qgqqeptUl99lI8wWOrJE1r/je9MPlQxv1l7J7WM7EkbGJTNJcq4M1So3uodjmiosB7Pmlmwif53wg6um+N2THxzavy2Rw2CVrCzLYG5UaatwUalxJjRWNY5m35C2t6rXxl/N9O9WijxWUUpj42bK46u8FOi7k2lE2DeVZT+K7huSR3lqRvDsc+ssRfZqNzNHDawnfpeOLUWl9o3xsuin8TLV+aWp9G/ld5TpeHtu6bdO9/BLGYi81j5s9xvaB2meK/GCrCnxvWiuQnNXdj226jO9oyVgz3ZYJlpHMf9Z2tddj2kvP6vxsTxM8qWwd5U8N29ZtXO22jfqsPBVgGEEVYcqzLw+m4nBfMLl0jNsvr+NnuHrcdCcPCXeDpmGjuW0L5vd9tVqRcvh7HYwhDGlJc9INOYjhujd5NHngy//Y3YXwiNuC2HjWEVVU7Dm1SqFSvaSdKlrAERzQ6WOKfRD+PkeUONNKg/13QW3eHKFpYvSGK7D2FFjHZXNmDPwv7lqX1l8S+G9h8v/qN2Nb5ZvSGpF1Po1ayHd3oT97i4+m0vd4d6xTc1zON/GxqonPrOysT5z3d2ox/Z6SztJUbEFoMKN7hnfL6P0qnDreFWt+N7acN9JrDmH8EGaM/dsZjtrU+vj+4bRuQPc35tL5EUkd6fX42QwqEjQdJhrDaBsVhKTKubAjFXY8esn4H8umlHzKjVgsUMKk934q80v9IXPv8Tfnf8tXOR/G3W4+Htd2G9Bx5+SVRvZFWeWU+ujpKOsB2NqF3/O3Sk7etLXz2Vq3ZyMFzKLau8byY+dTwfSnMCi8l+VrPRttKR05Ka9ajqAgjeg2F99hgVmaNYo0zJGF30zehuXGZiOcHG5VmT4kFWHb+1wJ3B2jfEhVhwG0EnvVm49GVTpSf7KDh+dBajG1HxZW0y/jZebUWA1WK2Y7G9G9e1ddJT7QYla/DNGsbDHf2m2bTeV/Bv9g0RfDkXu6+NoPErQS30mp9JdVmzu5NNT9daRtvUlfqnWeGgwYyF5wFZGLf+S6VxiDurKrUkg1fxtw2F9SIbZdB5fl5NuPga9dcZ0i71uypmDUBzq1jYemPW585H4kvkpap87j8bEq6k3rN+1E/aRn7LbBrBPozUvuMqrkD1RajWPl5FwcgQ3evdUaKWpSp2FNzz42ac9O/azLTt1JwfiItB70mWp/F5ef0BzR2P0NWudGsuLiH9yHBUV+n42fRI6FHzTRy7uPc2M3aMWk2u/pjeaXcG7x8Y9RqhzE/4YvkLvGn9fGNACL4u7Yl019h/xsU/POv2pQpziN4a1yXknW7bphlTx2qgxQyr8RO+iPaxSl+SentDlrSqa3HvjZXVNl2lqWTmhhaUo/RWVSqfAP5d5HqZZLUYMFkvN6un1onSbPqWOVqbIvhneRdT6MMb8bYyAkfYcif6zW7VM2Q9xflptIWUgZWmPbimVUgJUPirbWPlXWq1HVxd3yRvjk1m46lzb4215tSSlbD8H8qD11+7fhVXJwy0+rarV4bnar4IUNrSeFJa675r6Op7a13d1YJfG1dDwNH4s2ppjwhayG+gjZSNPl0bq1bKMziXDQFiAgKG2mLarZ94LF8BvxTLUqjRdSl7+Nky3JytUsnyDdGvOZb8v1ltqWozagk6iPOSx/oxQ3SYutXLk07snza+4GP8bTPY8M5K3E4aZvY3oXuyqZ4qNyhMu4IQZT4VOTk8oWqACBV6fQML9dH9b7adFd4W8qigpmop7fiWG/Ol/Bn4XjtEb2fYMywjG6AEgLpvtKGluP8bfAvYS7KNG2Vuk3Ll2PQRu7fXx9A7feeKgOeuh6A/jaPzswesU8iGnOxR+JzFaG9/8uFzcd5bBaAsoJqDe5HIUvZm2S88e2kYOTQ7/gL42oU9+2nvXVNefYYpWU7F2OyL4JUCDrv3GH8t6///GybkNqoLaEfF7CmzNeu+mwn5DmRIrWpF2h2/AWMYVZE4d1saSdm+8mmu/FvjbtfhfG7o9SqhMePerCatFrOxtZazlgVVQrGkmsleGsYdJzuZffdzHbAb0GmnV3Gty0tAshRC/jaBWhvLB+Xp33txepNqb1uHL1ylPYCiP4uru1mfuvZNNDuDsF5fX8bTB0sdNaP7sfETKoLX5tk2287VdEhUHYJyOP+0v/q1LKraKrF+d+WpeGxN6Xb43cqFsxeSpH5L/bpN9WGVdY7awr8c0l1QUMEc9/ybqCw7mt/qxFZZXzavt2v42taoZ9e/nNFuiMNcQ7lP1UmeJ9NP3j8/pDpDBAcxlSu9LSKzonW1ZMvIl/28bOWEtTfVixkT+Fq0xXxKPa5xo3re98m4dD9i4FnZJ/uKWGe/2aea66xuj+Ec/Xg+7WP/eeRhij3bPqPiNkks+IHm6MQHxMZOeGfSu9K+2XkXU6KGL/up7yc/G3c2pCn3b7yU6Ezofkj/U5L0Z4jDVCn2FQUwSaxvQ9pqWBsmK5+duWnjbv+NmPPOLR4qrSMmwxW4aFvPhfWlZr11aOlm/UfARHNN7mFM2XHhbrMTJ+1Jkldeo3LuJ46TJO0tcj1hbLUpyfHgtjKfftmGqSH1XlF8bjRvA9d7PakZSam28YW3fUa6adfXlXO1sFtv427a3NSvIKZdetfttbz3KzzSsmNG9C8CFAspIR+z5YBXYutVe3PG1iZWl6fxtk1VgeJ1ao1pL0Um+p2l3YV6sDm+7R87YohjBQUe15YvdmCZX2wuEpXsyd/btN+iv/3fX0Ntk3jq5TILlfjyXuhSyFuZhaVT8fVOGkqaAtQyB8UiP+u7q7xp7qdTVPxt4bV+LrFn6N78zcud60RvXvdbOWtnW5oPDsc1a7lN9XGSraFUYyL5cL9Scy//Q2vZ2h0MUmLrz1k5K0XVPLCAM+ErRsHujtwSICpr47RlJLYWBztVxTNXZKK6lC1i/4RlJcWFMubf4M/C5HpFlUGegyxnP2YJRrKEvPLkUv/eNLKmjm6qh+HljTxEo0j6QVT1nDcRDnF2ROKjVD7MzOfUlcrb19lxV9jfjbfWSN03rEwiXuGpT9054FV5N6vM3yu9igOx+zcz11HbmF9RzS2v/8bpLFvD2QdzvGWY/kft8S/bbbJI+AxAfsEusJuVb5rhxKaDckWwf+N695FSqzacD8dzD5/XqbyRxszt3bz8hggOfki9TPE5S/Rrx9sBN9Tl38bsO4qNs+iJG4KikCVqZRUHl7FP83U3uyX5rAJFDCkMdOTNffd6e5YavX+X+vGz7OWR77djeMLOgi9hX3n/LuWPH1RIzx9l0tedxr+pMDwbtcwv8bFO4hWuXXubZ9h2j/YTYo6adBmjsf3poiSJ3DJc3///jbu+TdZGKy1B+MtpTxo55d/sxT5/HbOPxPsh++zL70HcNSONr8bX4U42ytfjS00dSjb22ayTNwv7Mb4yC0wafe0+udEf/jbcKoqDG8MPjAMcto+yc8SVPeiRr8E/zaEx83gsUOcFWtzJ12213JVpX/SZc+xF/WCS85+N4fawJ8S/UKtJ60XsyJm25gw6pH0sveK0CfEkoYelz+OA3uxWO+/cbt2Kj9ma1XUqqy5+HbsdWKqxysU1ApQyGyTHOhA+xUuFSWTMV9bu4XAex+MvjZPxY8y7aymKj+krT9MVXMn66w9mic69hVy4OMfwpNy3FnQi9K+DQv4bYO6jZbEHH5LhXofEWLl4xWT1IVKS1IpqgJpguJ7CynZWiUiJNGJwPsAz7GV3xublz67ZlTWz9pa03FMZ0jq2Hok1H77obIwLfG7K1VWratVyqq5UK+3TsYYrfGVB/NV2j+5//xskOGdT5mo3rFhkwVyCvNdXiUm0qjnjiva2wCxjnNXyVa7m9OVvqWWXsDki/Jgr8bJjNt+H+oo+F1nctmqrPfgIV/2xVdKZbpOvzRXI70r3G36rqS+pNwtVlZVKarfjk5qLdZuZVa8fyJu0AJF8harccZno+pPvjb9zZJEYrNlHDZecnFVYxI1KxncagMpv1dRd/XL5bb5AzHx3tWo/8LFwU95X+ne0m+ub/hBgzZpuvZgz8LkKhZk2BvkJvstlioqjKQF0R9dWN32JPW4bBnbFSuWw+BVPdhfY4w732JJgrS7Vp2hTHzy0X+NkNa7UujT9lt2/dTcdiu5JGScq3t0FoMhYW0sKepulO9w64+L+pGzkv3+Nk/i924SK2b73LWPXdpFutOpqP94E2pIbZfYDjHOhf51cauR82kTtPfVw0kX/l/Xxu0fmsHnrszEdJm3XkT5PW1dNtfrtSvIPHAYVcOy2nmflKh8OicHvjajRitwXWMih8fi/xvxX6tmLrjOwjgtAAIUz4li+nqUN6ID/21/8bc1A9ouG3TaT/eS3eo2rMHYyjJ5rcKT1t3qeOBz+4/X2Nvxun+3xFtH5MebiJ4tli93lsc3PedDno41xp0bCilCof5l/GyqlL31wtnqlIaH9LqTbP4ccQf2+JXkLtExoxhSTcPLdvrVWoYeqakOFBa0046r1fG7VqOrGuMfsYlnMWd2SdlvOp/LKNH4n5n0OxsKXsTO1VeR7vcJtQucTFivi5tcv9XjZ+tULKE5h/Crylv6nMjNTeSMsnNi0AjGoAGbYvSm+vlheDbW6DFSXsaOT+vobdqeo5spFwdCcj16pSRxv17IC9c7biRcbC9+Eu4KX6LvtQKXg16Pt/G3a61OH4c9OOzWLrqcqpW7LGNqULeHwjBDH+XoWw16Mp/26vy60Uv7+N5s99ItEFrqzGuCm41ej3DslRq23rlcPu/jRAcwq3FTR+66q3u1/MCduXmc69Z6vop3sLy/T9jbYVdl28O1iukUKw/x2aSSx1dlV6Gm5onf89XWbXp0theNBbv42iV7rUoUkVsza03nMLVfzvdKJvqPtqHpuU2sqEp88ejN8Wt/GxF/V3Pi0MU305ys2XhR8fwn5l0zRqA+GpYiKdlBmWR/aI9toJXzXxuqw9pP0y5nU+GvU+raMvSvRRjebpisAARtUeTjm7MglX1RmtVtCWQ/y/6uNxo/Bh7XXYG0Y+1u3o3689fh2r2R0iwiCkG7RpSQvRON/+NrWqR+NpIp9HFab13f/aD2sqLdY1oLwBDU67Rm7ss5ZuH093Ccfxs2pOsCsPNHRRneEEmCGeysFbWbZFMeS+uj8+5aD8WYwYJMzsvUI75Vhladqftfp9R63PdbSuLw3yfrwJPb0+x98GfheNJl+wS6mYSKmoXtNSVJy4Q8mKQZ8+Np63cfvd0A/Tru432G3CGzNd8+5KldEWTs6H3o6kS7kCXh/E/Ecvlx1/G1/5G8zt12v5lI5deSUgtuYU3F1NebUjsaoEfSlbgewt4TLfRv3//bzkv99Db5WaxdxqrTmIKxiyvZR3jV5oZqV1UmbwUeyEfrsfQ7AQxdO9RjX6fSbU5+S2+3arBZRRMG9z/Gy1ne5LcbdlncTFTVqQ5267HwS+U3x2OdhSbMbHX0lpyksv2j6WZ76vje4jy3U0DpMdn0n1PgkKivK3fjmHEXCWH1X8tiGnyFwk573L/G5TLnmxxTS2Tk5bXe2jhbcHduJ09Pb13zV+N1BtWKG7jQciuqJCHhV+TmW7H2IlDrQOQq2BiAz1b7DnG5w1bowZR938b7Z367klQq14PbKt1nX454XqCEH+0KcM71++kAl9axTJ6e6X8bMHQXsN2MSsuIHn5qyWfEd78JHxJah3lM94Gihw4N02k6rSsO3Znrv3fr+2jH2kVi+NpnhRqC7LZZyXWa2LsuvD7Kl6ncxiA/X+cttK9OleZ0t1zz+qfjdk242hM52NKb1hl0TFVqxiVuLDO+DcHY53roC3fTbFgX2LjoeZf18bSFY/bAyxHtBGi3ElRzqKPnr0tSF2TBPEvcjsZB87dPRNr81nLzUCouI/Gy6Zp5XdMPlRvSaFdMea7N0alNLVSDsZ1X+U8T1vu3Rc6eFk6W80t6PxsmWrrHVhcEz6hVS9PSvmXeCpbM7ytGIAuq+Mq17Ga13xofqS7iL43e9dj1Vi4OrDL0lft3B64tI3rMVbQdj/YCOvr4OWvIube0c9pJEXgu/GwzXL1TXGavU/lbMGsh3gV+D3lqmnXfjVAusxNwetOVvT/8bN/w/naHJxNg7Bj2GnK6pm2R/UP294Esc4e58Htz8SWjMLBtMhspYhOfGyVgKzl8Yp0OWGoqhPpBaPkleU+ChWw9ZbHY5wke8E94b6ODJ8ZInxtGrDZEhw8++O37cF9Wsq3amjI7eN3jBLBGp7FeW9w1VvrwIfW73bYcUXLWf+N5bGlZ7SR/B1S1LKHUzQWikVmiVq743zv4Jf0q3QXdLy0Uyafz0FqDav6lMfUPw7NL+DNfQXJsrKf+aTHjtK2Ex8qiTt/l9fxpXfrrbibo7PxZp2/qFtEHo2WgVB2NrO7eXJG0iXznfjY5ReqYrN/koe5LWbs/3RGd5/i2OMczwt2rI2OnQI3n+3GNfxveLNRni3nlFqKtxZj1llsFRrBfk3K0VkxVjBjhmDy6rjZM/58PdaFpIGHs3S/vqNolSpjIj2pUewbp9v2z2nCobmUN+pbxxrAQ3ParTttNkKiVvup7qn38HcTtfGx9jZO2urDpGTeQeTPWdge2wJqyMEBsL7hW2p309u3gbwSFne0c+NuPVZLXS1GalUDbaD+W36m8biSbTQUg58kuxFrMC4n3Y4Gv43G/qLtScOo1w0/qZartOoLefzuVXx/Ao+6Vy+nSn/43actJbi2UxvO231fLy9uv1cyOgT2do56Fe7pf423G6O2PwcrHsrGPcSWpBtYTPd6cjnXa7YqDVDmb+F4q+iTpM4fcGzLj9qMouwrftjd7WhXpDfrr19uwtR/JLST3gO2njr79lodrxUmgiY2l+6ksbOqSjKxS/lcr+Kbjllm1u1/dr8JapAjBSAnBVt2JF/7sy72MqiSmlp7rNN/G0dNK1M6qXcTebU9Cp0N3t2M3s2DsZWvSu3NO9b/RTcsFPjcSjNn3Y+Ag4a/IXBWusE/rs1klY7Gn2gcYqynijzRd5ev42yR7ijlgL1kLqIlIW1tbMtsU3gd9ZybUzRooZC1JSqCe2nlyEpJtrwZjJc/G7uzYbrtQ6Kuj+Zq0rqe6W7AutVA7GlL2qOslaHiv5eE8K4wP+X9/G+3c/i3BCkpK1FaqOWIlOE0dVZ9tdxWuEOfAagMKmVnR1qfTWrqr/lbuPCPDpQnez56MZLuXJ+NrqmokORmukgyFu8inLFaSD2nKw7CJuDjBZNhij8gcLAtPGUnrXoTadt/xt35nbjNnlxd6znLC+wqrt2Du4ErIUu1dv8vuvY3Wb5CWrVPzpIn4+E/rqh0uy2+WLicagPopc/2VnIP+k0stWVrD9/G12dVkshusafWmuDa8xofoR5eMQoxK/sORMX/wTcPUzZKrQeoM/DWsPmaLLAJONLw/3rh7TtIhrs6wP2XTT2/kflXQ2yl5Wm8EqIpfmmVVKvCemmp4T1Khr8bbqD2JDpfXr4P9cy6s+bKpfSN59SNt8T/mX8bVS8pG/jUv7rjZ/ESsN5JWFDA1OFhMtJYq8lWXuP9Hr50CNTwl9+l+Q/pdtRfg7klU/42tzwa2prsRxn9Wy79Jn61753aB+Wz9Ed/9+XkG017h2YZLs1614QLULad6TIT9HOhMs+U/ed4f5q/rd+H6/G78ZuZUvsGeBmr8/k58tV9+wt0vOhhUTJO/61ReI/wYgtjQ5tLjUe1f8bTc+G5VN4orQj6i69JKbmDFNpo+NpPFtk/GIEUZ7bxu9Os6e/7X1zaFLJViSR34bGz+Nh2NmWxzlsb1IXsV9VyETz081ejNKx94KYC6r9I/fWL98oJ6tHfL7+SHtgKOyw9wfq8qMqvSNnwzeavAIRVit05qS8PanedSlsqmgy/xtuHYLVV8K5Ecsa0f52plJ/Dvb+qed/4lJ0xPbx03eFv/42X2OkwWzVaLj4hzsNv0hjDK/PjZTffPB00Motm+vSJ393m6xhRiaUfxslVN6zTlqd6jDo13fX36LF9hE01L8iSzpNTlbFIvv5/RgRteXw6SK4MbziXDsdpeHhX2m5J//xulcYdoWr8s86lWy6tl86GVxrJ3/l/T1DtHw02t26hqNovb5wtxEZtZm/8vrvh0rGZPOFF+Pege35PcDXswQ/wvlCnX92K/JoR3xurXdJBK3zDegu9sUf43tr9ZpRqC7RNPkLrnSKZs1L2MVRjJ4rVWPu5W4KPa/6vWknb73w8SoSWLcwxrMJHD9fibpcFqFW6fby0a6x4ap78bjNRdm6TtqbihdMvfni/cy1Bwv5zugkpj+Hq9X5jCqzqfRL9UyY+1JW9E+TcafwydZTuuGL4swvQS++D4QgzAWcAAAQGZBm4AvwHn4cDVsvd4G/BR6V418EBMNnSzYM0J+ndqfBCjKNfL167YYZv/gg5WRxRdPcuayTDq+VGWZZClEKujRoD3337jS7+GzYuMpnx9h8bbYW+Jx4LQyCfL2+gVqURLwjXxzXtTG90j/rvJw/walYyR6s3iRho+5TOAuQzxj7g16dG9HLadz/Yi+H+G/OzC3wbe2iq+9CpZ/MjLz3J9Us/XpaogX5rl/fsb4ZvsdjuDkbVMrJee6zgpV62ekrh128rfjfY3JsebGy+yGmsSie/Y4+TRqLv0guesfwxTeF7J1jlWXD9d8JWuYddSJ91sZ+N8Ed2WquxE/XP1GLZDKqGst20XU/tkEOMo/gg6uLjFEoVh4jH8rtT5nFpMyHoRwk/Xf8P9x6rcijtNw6VxrjgZKcL12EDr4SgdfxvMZDScfLpcFbBk8OOiT+JGlpAYsYoN1m0C1Z1jtwyu9QXG/G9Q9+zbbvTVHNx2wF1Sz4k2i7RA8MUZEGgIPf32qlzdtdDvvcyGFo+N+Fz7TaG0t0U9BkLTlU+zfeod2nuMrSxKHtD9tAo5p9XL+/je2HMZ2lLfm2s2Gui+mC1QzFiY3wRfvv8by4Qlm3U+TLZrIu/SbQqAPMmGpZSbuYcW/rTLl/G8OaG/G6H8fqPpLc+LbklbsABNh2WKzCB3V+YHYBBfel18bw9/vCekfZh2CfLLIZ+Oh54xVxr5Ha+l7Zjenh+7I//r43xJzD2gidv9Lssrl78Ph+TYkCkqLiNfHEX2y0qOpPyH+0+N4Svomu8FUm08H1fvL/Dfk1SjsfNfIZc2r5dR0O2j2RBqU/4W5rvlirwxLVfwZ+F94ELfQsbZSYS8mtLi9AEbwAk606jr/je55mxa3R3OcPsY6k3Qpp+HeYCUHwSbTNXHu5hZxi95ra0iI1xfGzTbJtKR/EndUhslU1s7FU2DurdF6I87Cu2YxE8Kcvq942F5pFwI+22x7nP6PRKI/fsx36A4kBwouxZ3TLuo4rXzwbHZqNfG8LKy1Y7FSkq6hYkTVuwu9RsHZNq4kxeVTxmxfceSp21/+/jYsrjrL+zr1qSxkksJWT9HTU9bJq6F44x+T+LdLcrdrcnRop/sZGu0zbe+NxDbjoX1kR1jN19nNJK7GtyfOE58y8JpmV7pYSh0tTLcVVmFmlC+No9D5EPlqUMclUr0WaN7bCxxWLshWVa0wNjBhDhV0QjKkH6UmPgX8bPBR5Hw5zafUhsPHKnR+S+0e6cV+sHdnsCKNR6+gU4tROfjYfKjte2QN4bguuf50n7fPkh7R7o+20cEiACEQb5VSbZZWjPwfG3zGxKQyjHEuvjY5IKNgp2+wrSzO7fm8s8PdWyfhnZii8MFD71hO/5EBf9awxEuxva9+37WfGw+VSbyLNVmqXav1NZR66xV1Sbct24cPh3Zm5U/4Qe7m2iYl8/UdcG66xsktTnq7KaN+id0L7V97IYz6F9GxkEILAzzGJt8vu3BoKFufYdMe6bv43g/xPybPWj+ybVrMSjbRH52FjIW3Vrbjb2UqnpjL3cJ/G9K91HVyLt4xpeLaR+TJuwYobDqWcIt1y7Ei2C+5Yg7qdA/jcMng53n6ptLHhCbw3gyJvdk2lkRdyUKuApB9V56jOVoSL/RvYNKN7LIF/jYx1g3k3K21QVsn020n1Xe6qrDdNaTO3bjjGwNLqq0nKsM+Qtw/NAQf0Pa4LZ7gv8bx4diV4j5dPTNZaPL+9bSRn+aLublLdeHGOay5Ny/VWtT2mHL+uQX5n9eXLzvjdu9gvrtL4kUfkVRV7iZln+481gcd5fJFIMjt31XpJ9/G2NnE+yXqzbKq8foV2Ct5m2PMyhTS93vNaAANrvDdLbsod+hzL7lK47M0mTwerWffjeGj87Luc4qVX3MIlZrDRKULhtkFqt4z65FqHzTmv4NPDVq+uz5zcx6MqhJ/8bijdtdL4X1kJm0Lastv7qqSv2+ukW0LdPxuIkwyN5EKnQDowOZlg9YdhU7XHNhV45i6WiMEKBdGPmLCL63fK65aZsPsi6x3QpdPxsvyC8ucqiTFY1loDWmcc7fqce01OHxNhIBAjYS+rc6dN8b7awqnnnNhoWn43prducmG13NFnss8baYGp+J9X5zgSwGPNSH5P4xaZBH+pnAkVd3zk7b9f8bzjA2str2Zb8QUyc3HFXLGl8ClVI7WJ+9m87U0upppqKC+NjGD+N1DgDXieZcdtrKP4zt+rPFN4ahdyxH9ZL7lzTtjbkk/G5C+wp9+9T+F6jLGlI/WHb2OzLEqLiw1QPxqA8/dm+2DZhfr42ep57Xk85Q1sLOkcRZ2Hpo9aGorocnZJmZjL9YOMfKNxhfpTk1k0x9iMkBTrTfv77EP/WGgf8b03Uq3VHOlSpahZpYPktjLVI/M1ughVzG5B37rF+quP1pfpee+dt//lKqX+vG6qkli5c2EW5btu/pmNM6O2VZC1dmAKNi5Y7090V1cwEfusJPj7pjL+/F9p/jl78blAPs1s0LaPy1vGKq67inUbisKK/3iL6QdT7Yr6aOWfL/7jYnzv3P9Jw7Wq7xswR82fBqrpJscRUL+9na/G62cfybCtZ522oVrJzbtOMCslU+MOoCAgGdG08Rl8OvBNrRfWNq9kqlFrZ6zzC7KKozuXrdy90iuqBQgJ4ZqrrcdBcc9JdY8i6nlZafG1FZVVVrKqTJMbPWD8I+rC3Cc9HoRx3Z7X2peClpbr11BzThpwXSXSvj8b9dgXZ2alH3KTC4R7nSGqHe7qK/b09vdXV/OEpg0ebV4pNX/G+0j8biW4pNhWsv895be5X6ErO+lzGbyNQGbS2pX1+TZcRW9yXLjFlneVIz40342T8tQupNUanEGRsOOLvyf4wmViSr8y+72j/DR798b7Q5KqXNzEjNWVrKFtZkmNdsy7Gc8NUfLBY18Fi3FU/GyZ98NnZDSxWPKkN/gsXfTo2mzhC32u/0hvmg9qL4W6bS/jna/mmijMGfhwjZPy2LwEOr338v+uNK2bUeG+nxTPy9t2TK36m7BmlnLFbAYEbg3XElcyPbfq7wFlPtKpiZrx0+/cbYyjdW3O11GfrW6Kai/5XEvJ8Yq84y+xcIdzs6NK5bB95v42VS8TZSnyF9prZVOxMaMd0rLyitNpmN8DHuGjHyRet/mlfV3N7yBYEzx+gsT7/jdXLhrYkOCu/IhicTeu8Gf4xAwa4YL/NHgf3oc2Hn2pR/G76ic2q81CpfYvtX8N+vB8CkuyV0sNzuYYY0+jvo+NrVXLxpajo2grYq1JnXrZVJbOx41Zrn6NY+iXOvRMF9mhkpRJax7qfb3sHfjbppC8qGsLLjWZnAts+tS4NduPt73h2XNwfQTp/8O5Wyxlbwa9p45x7xvjsAOqaeLMq2Nzfc0jq/jd5uOc2i4ZtvBfbQ7s2ezC/mXCBN6GjsOlpVwel+y+v432qXt2WRzWWsglV3GuVw1sSU9pwplncBpoc7v3bWrrz+8HMS2/hfvPI5eO11svr+N1PBu8Ono36xeVdPHdTHUbz6XYwX//jdtnbsSfCQ3fZ/qslJ3tFCumEbXUoPdpqnHRXmf/GyleZLuz+Zs5UKE8v6WLEsqcjZC0oXMDBAb7J2u6SOXk7foZiq6/jbvLdSR1VYUqme1lxpfYjKXLBarpJLS0nqH+rS2uL2BKu8bPFnhM6vNXcG+7SMMVsGqq/OqJt5/l2OxUbPb2rvi6p22m4RG8f+jdu13xuxo6o8tR/imTEJikavkfk1fpFls6xiA2G+BXbcKPo+U9ePnFFj7g/jZ/s6tWSbiyo5km8WrDBHzakccduJycXqF8uq29baEvW+N3FZsc0nYfwtktQRzUmrzxNybnbbHY2qZtMD3dz/ee3BsMYGfG4gybwdrMl3QeXLCdpDtYm0sP5LbPbEd1yIZEyb6CnmqPBLryX1/G1CvZGtdc5ef2KDu7XSZ1v1Glju305W9Tfwt7XhuIPtN0+H8LWempnp8X14fU9+ZJwZ+F5VzZDOMqebF64BEA/aUBD+kRBLsf9hG/OX8bdrcL/B/uRziilZ/fz6Hqg7qFKs6KypC72wZ4niaa+/42HajI965VixE30ntVkW6msnHjB1saWVq8Pqzz3tH8PXP+NnvV527pvtLY+XTlasmNVtuyR3b3zUMNpIOrUc//xsZlzhqlermEjfRZ3ely/xQL2xou+OGJ2+/8bTdRc2UlYejFW4SezRe9I/A1qEKSghVvsIVzl63LuiYZjl+9cbt0h0sTevPcC9Sn9M9x2ntM0vl7jUKhsfaHDSrmNKtFFu0yWx+NkaPcsW5z+hPMZf3Y7inZMHGNpaRr9c/0PnB4kGEWFpf/sb5uH/cbRfL+d7i8YNVQYoyyJm+Q66IrjvHbnxsRwpSpH3b9diXw9YoonqW76e2d/GqH1/8xVUnvHSuiVGoHIJfv8bdFuQnyfsk5ok0CfH3NpYu/HqpC0Y/6TEwJNa1q1Ly2U66g8PJDbHStlHXtjecfd0NW8NnRZEPfO7kX34RBra/3D3yWSnabLagkC+NrD24upcjLoxGOzU1EmgEIcd0bKEPpX27JWK2blNOusbGaI+kStHZo159saPxuNdrjskZiboKqvljuIFoMgJRpeLPcylXvTeuQE3d4/+Ep2pQWQ2/G7nEc3RGy7ifqnHYK7nZcd75AiLq07vEfxtCZI7ae/Iy1OVdQ567GJ2uUvHYyhtF1/hOwS6pG0jNXfxsnK1qw7wZq/VnGARouHewi3q1iqgkSiDTn9Y61PamfErh6gtjkaKfPLS+v43xTiy2bJtSs1kbN5z4J9vBCXQqpVylRW1SreD3/xsZykm6xe+bdEFPNkjzyz44r4I8EtgCRBzhfZa+z84YDv085d1r832l9dY39hL7BXWDVVPiWbe+WLPsO12yRvF4ACP+FHnTRAvMGxn/xtmbuHAqK1ZDs8sLqcShWyeUdhwWyKO3FXXEoLF+Wthy6EsN/9c+XnXgzX2F+IEXtY53e5ppv+qB/38bN3VbjYGY2VWK5u9w3BjlQT9GY2SivTMW7gkQZSlJIHdXmD+N0P/xvJvkfDjyYfS1JCpe23YllMd20lx7C7zeG4cHvf+CDk7i9Y5c6ycABvoTh+Vt8v/ajePMT8Rd4qvlGp7zJKjbJjyZ4dj8cQ+T+UnaOyzML/Gw2aUefHTD9KL13ZPXCLYiaUOv47r7M7q/m7mHD7Avhi3/xtkamoWZDxG7dPLF59P4bk5yGiFkg+WIX9N0LDx9aG1iJjvjeC8Ss7bMelvm/I+LWjH5qqiTdpfbb5NVco4xsJzzq9pVlM1LmyO8lLmElnD1HPjeTDWUrIuTmlqlibF21u18S9vGoWj6Kiuff/xu3fB1djIqyjNVKpvXp7hw/uwvBCDeU3KbMTVRNaVl6fxtjdaI+Txquie8laJq7ZRi+pb5KZ4vYuOx+a221xslx9Q66njR2hG7dtcT8bZdhdyQ7X/WyS4j/JX1nerpCS/x2Px/epaSybNittkaLtC70sH8bvHfQ7/8jUo88WoZo6O0r3EFnkJvACI2tTUZAX6az/S/tWGTl/9Ru9OHzGRPs+TXPfiXxjk8+oyg86dwd29dTeIrKp5SujSo1INk6L/G0qmyY5XsyXiXcO51Z1nJfavw7uUi9LkbdOwPqjH2Xxuz4TnJQq6jNmNTXd9ZqVWNUSER7FZTTvrb9MidqV9wW+N+I8TSLElJBOuoKtQTyO2KyNVciTWmS/CZX9UuXf2ouXtdr8bdJRuqlDVygrVnM0uM+mW/Uv93JtBihtVLG1CpFXG/Hg/tD6Vbn42njL8G5km9aTSpa1VVZMTPJ7umQ7Gih81oVzb5t6dLLuL/++s4oPtG5fdehtLUZnVaXQo/q8HcY+3xpXhB78BSjIgPiTczfcREzsG7BJ+CIIj8+L43dbsM68IcA9cDfmZppr130tkO1kL7j2Ox92+qoCM/GACZnPVs3x1sr7CxT+E79C/Be3ysQCB7vXv9/7+u8cbMQaj2rwZ+CcQrOaXm5qt+NLh2gqhM6b20kySeNbiiDlBI/+O1NsqdLzTLcbDRmhi6gwfT7X8PxH17q8C6mk+J3H20zVlXMnxPzMoLy2P6pU9aO/38bdw2HnZC+l1rcy+3CDHvusLGg1VZFYeHdLShjp9aKLRq+NoqnpNCF3sSI9ZOaP0nDYY1mNYLyVoNYq8HHWr9vunNE0xFLWMBddQetL42Z9P0zvKyLmnbmYtuzWVKfDVD6ruBbTboZl4NRSs7VXJH/jY1RYqmqKs06m/UOrE2QXqNaa1kvQuQhGqABBMlpT87IM/EHf76kN4zW0v8bRvX5pNeRaWOJu91N61rDvO98SbItKEb1I3XOflvVY8gfx9rzHI0H7q/L+NszeiGJybu1uslu3N/1OnVeWq/97IEYdv7h1f65l/rwpyabhgyRPy2d8UpltN/vxuVuQu3kxq3InEcY/BZabdjtSk5DCIKSpFo36dM4lybPq187MeGzfjZP5CU9d0HNOdOMMmWbKQcyvDlW/VUhtWQaIDYG3LJSLUTeZaOCP7de1dkfL/XjfGWLeO3cV7MTHCdVnpWH5+GlJd60R6RdhPTXu+wEy/1wyd+2Jf/088L42nyXmTlQr8qldxlMtUpbB8zzUmJ8+H7m9gqxfX43Vp8l1mm+MeHEPLodCY0DFGVLWK5qzzd54PyeEq3Uv/qNrKkizubu5MfNu0keriVncwb6yQj+5Y9dVO8v/2NtWckVtVybaac0TGMCFgI+9AjBV9MIRv6Ap6eiyi25D8FfipJf/cb4nxc8WSL3wOc8dRHdUpYLOrBbAYo4qX9OOq8Ja22n8bObqLxzkcailhk1x+7MV+k+qI7IFoCKZuyQF/QgbjonBNZD/GyWZO0+1krQ6HdN5XVVWLukYaaenoAt1C4VcZbiaYX4dkyde91Ww1PC/xuljHNe3kbnBctuke8lqaq03STGgtTMHrB2bHdz1X1uX7kUWxGCkwQoPG/F18LWeyWrM8m25n3sffwZ+F/NdqpbCbcoMIvHX98bilBSa3RMRuyzGzM/jstsXa/n6AhL26xJnZWJVkNPmGsDdiDp8bqOaFZe0b3rPM9fHkxZG67Ojd8OydUzTSpdDQPpYuOyaBIZ8bKbdS11Hwjw2dLjbRjJukdU9MMcdcjsy5W3lnNXXxWDl3MVXxu0Z6yc9eHrtDjft11hWqdgOJEm41PdM9rmIkUy3eZ/xS5kv/uNl57jouLPbzQ11ctWl/kj5kCdbh3c/MlfSfAZl2ZeONo0Jn8cNxlX43anbToW9ay8y8b7mReWCcrYXMiOk/HY2kM/rY3+njLv1mLc81tWtN/uPjYx1SP0dNC9jnqjXqm0t9t8S9msk7BogM53Y3Jz3hKur6c60immkLP8bZq2GPk3g999i6FU5TPH2HE5M6N4YgLjOjLTIfpemlUCKvMPT0L/cvZ17jY3KXULNuTP4bqMz3LrpIzpC+Wu96DGqJAb7VPbOe1BA/5JrZRX9m+NdKNkiZpdN7Pln2e/H1vkKY+4e2L8jxrG0Y/XYGnjxp9QkeZ67fTZbfuL/GzeR243F6ZLQYM5jicVU8SXph0j7dB2gsUPhkVmG4gaWOuWOjD993xvfTpjk1svjWEVS+SD5MY84U0b64p2z3TlBIc6lgPMfGfG0T5KiLQy1NSmlq7mljtjXmasGd3sRgpV1ts08VHCDXauoX1/G68vMYWaW277j7iM0scaVrY33DdUPIpntJe7hXEDRjMgvuqPpNOn0v3bLI/j9odEPQ2rfG3NQPsebsPtaYx0rE3luaTh3v+Y0UCqIe+snWj3vt9CQlb+9OHjqe343Fdo+rRexOYAf3yQiZHHsgQhFDNPst+3of3bdSqp/xu3WxWmKlm9u6f6x7tX5cqbzdbDjKt28X7MQzt5STeuU5ZgrXL/7jdTaXZccVeuLMPhDzJbmiMta6/ELYYxQuSj923TrZ5aFQ8vLPxvSN5JGLp4z2JaZVH2NXrmPFWlpI+k7AGG2rNxf40W3uF6nx+N3dseb3CLGGaspTNKrFPYdfN6Sb/KBE1yosTYYN0vOmQNPznQJZSnP3P/wZ+F7Zoy+PMsltYSs16xL/lPjdaLILukO8RmcyJPp1P1NmNe7knPBah/Ble+XR3kD+67kuP0MVP42K0ORnFWUUrbR5s7sYpu11EjfBRh9w/2cdj4SN02ntbbczO21kOjUlonm++Nq/bTeDyPiy79YT1gp9h8j9m/WJdW0e7kUFiDO8GykNr5a2m32SHADPFsXsy5Z78bN2bo5TzyqpIS+w0YaQmqZdPqbr2ytmAhRlvxPq9dAl6u3yZ0wVF+q/HjNkve24q/42Xk+uccc7cPH4DNdpJrm9HwVUBKjBYXX2SZUv59hbeaFJoaIwUv9+Nj/t1TgzEsG9ss3RvVKGR323KyqvIlaGjGQbH5NqfeUon/d7vml9fvvOoW/jYVOTt02K0GAusWukiiw1+QL0wz9cYLEH7qP61tiZFUpsxNH86/xvjJuw3o21A8/9WzIjF1qGPd/RE1rDuf5Jq7/M/KznODa7wXxs74hjO0WNN5O/J/mxNyWkbKHS1z6jYMQt9SFXkdr9Zuu8fbYBaHisS/janzlx1Y2wdLLGekZENGJKM++xdQwvaOId3XlbIVmuPrXGfK6vC2iL42TfONdtkvvLOw20xnEx0vzL44x+Dfjg3wgk9dmG6vxbmzQsXy/G1iukd9snymso1ki5fOtZSEzv4xC3H2DUT/a1zvVjLuT+Ni6mjtZz8NBTLHvLcG6s5zs+z/ZxggN1/Tc7NplDjWpLtQ23L/3jZ58aWqttd3NqEjFMmLc9NiOwb26NZNFzr2vLfvtmcB9mtoWQtjl/+hs3RcLmTHivryFCeDWc6WOqO7oeYEbTu3/8b1crLOO/Hrqnk2T+ccwRZZhhexx0Z5LWX90GXd67qtDH3S4bvXG1dgdJgtuchrSzv9T5OMLEO1sGmte2FT7wRTTNcNeFLy2H6/jdVVRvLqyYqYnDG803ncvBSqgyUewZIRpNeMk9oQP9dX2Nu7PhvpSu5udZ3jNxZRXQm1XjujKWjrLtVF/Cl//G1KlBqW/laWsffiO+nm2TjsUK78lbzXRmecknWdBVUX8LQ99rEGrQb/AdJ/S9LYxBn4J8ODjDVD1YdOBZLd8343mxkH0r9CdEfDnO1iv7cW5DHLBN57cQKEHNJNIh3LJAMG++eNyvfkUaE24xeVnUel9/xt18i4P6T8tz9eOtyeY1q5Ep32ZyyyVl71QFiXO0yHht0Ru3yk9MNrUy1G2CiKLU/G0vrHsO9sQ6Juvjadq6oD9Lj8+DITWNJgcYzpXM1hSc8vT2vzkjGVSS/r8b9PYZemqk+hvS+2/xzyL8CmLFe7Ddv7/VRJ5sfX8nBLQ7PeIn5Lz42ep/SEdaSrdk2mr988If6gjVRx8ZC05V3p7Ynez8w18xK2fY9avO+N2eIdK01pYbeRtddsyqujDaps5/PNHRBQx9T1tYmr/xRqXnkXZIKPcvbuJM/jetNDhP9a7zC0oPGcXhi79FbY6ckiZwQoWdHXRF+SanpH0r7uq5fCld7L/uo3djO53tebu/VWsZ6bnNG2fW1MOH9amd1MreX73Uvv42mkT1X0o8Los17MpUf2VkLmkbPjBQKnY/xu6NVAg9oTuk7FzBHeebPhXxhkzyWWdbpttTuup/UlCgnpd3XpfGw1wa1MVZuC4t5T620Q/6O+nd6Oi3W8cdbiNpDiThjLWCFy5m7r7G9Jvgh2EZCa7dWJVFKyc5ZZtbPcY7BXhwmSUELwdSY6ix4S0F9j42krl6Zqlyfmj2Fhc4dMdCI/99jyjsy1p6VcEL9DM00uH/xtbut1ZKqCsqLsf6u03r2QI3vnIxkuuuOM2RsizEq1Q81FxOZ+N25sjVQu4pWtrCDoHS4x2htjUhpwjvmmX9upBfFL+r43VgoqhGB+sIR0jMoy6PVKfFKQFvDrVGumLqRPeC0GYvqWTWjf6VMa0tr8JuHUXcbUYsFh0vK0vqhNKqnDvYfrXPzabBqiJwmV7PvoXdEfyxU3epHXUN6f8brGmzdFVl3nbVP+N6xbd3KBqwxqj09/qHB4NEjfSv8brWdbL1j1ZfnZc8VGTbrGKqZczqmv6QytJHLg9SLZ11jZuTe4dpqg7olssli4j24z941gYIAuKUm8XChpV5+CXx96b0D/wt5ll3+m9qvbO52v/Bn4Xm6hfzx+ISW/J//G1eZP9zUEt2qRumGzcitVKo1VGkkxUfaQZaL1PQzy2AlM1ul8bR1vTGRqiUqH8nHhHXZI0/NM+zcoW0zzV5qRvT6zXkadRLXw1/6+hslOHYleJLVr4ktcT6d7T3FlFVLbpXLgtBnU/5t9Lm0H3ljBN1IkWU5eX+rxs/QNh+sktXCu/jfpVVTXsyNu+o11D76XDxRo9XX67Rav/D1ndRjZnIyvNnVPau6qf/xsLmnZ/seix2FIT5TdTQzpnWHnfTVPIdSGoDfVi3O5yI9bYUcs7VdqhNF6fja5Zu+SaNO9v6bQ7lqBGtZ5ZlQ6iLC5CV9vA07akouu1KtaW+NtlmXEH9riw7LXsnqj9axZXK9TpNN4aqkT0F0ymv3N9JfKe4PiB7zyaLQ7g/43HcxqupBN++T45TZF/ecqIEKMsu3DV+TC9I3lumpS2Pl+98beWxWbCrGVVNYeCeK6SmmmXvqxZUKHmgGMJPBmQHf1pIg/lz1ue8zz1GvjfF2UH3BrKJHSor7u81NBq8Umn2xYuk7IYofQV0c6nC6eEmnnG3GQyF4SW5eeox+N0Vf13E5uPXS+0fiOMqS/o7ivYb0cQwQsn7q5Z5+pNc6xM3J9GDw3f8bPaj13jrdIIxR55vJWM+77LzLjsBNLn3NA1/CL26GCwbv7ByxbC3wQZUsvgxvJEzLX3/5XB/0rPvxvN68dthPSBVHxmIPVm9Zpd3GO6G7gvVWmW3ZrxyIgvXfavH8bU5Ksttd9p2aS2l8WN0Qm2FP0DXmx1+DXW31U1Q+lk7K2pk32iHr/jZ2+GHliz6bpVNtHE8mVDewWK+JMaCTRK0h9YEm58a7XPghfP1GrvfG/E2E5sPqQ0QxvNjVmSY9rniXASq0Q8eE3G7Qrkf1Ch8+NsZ8uKM0Zb+Zhj3tNefXZZdZPNkMuij5x0/zFm4OCJ6Q4fG3PXqWeRxldO0GRsCY773aqVWOBaCgD59Eb96/ho1taracv+FimmIX9n/W+k26+/+DPwuasMeo3h2lWZ7LNpQI/T6qEPnlq0v42x+JJSVN8WV9bEla1mB3VFX+sEsWUk0sWcrPlx2/IEVpZLQR/jSnusovDuY5WHWW7d3dSNfcH8L3d2duF4bmA0o0eLK1Jj87mh1vRVASZ361lO3ZbXoFfjbOvxLPIR7rL277ZsoZ32dG3+1u7JoOKesRZpNL/Om2Xxv8N+11WGHMu8E5U4+MMioG/LhoCKjLN/WzFQ7tx/yK9guZdMlbsCnxuG/Kd7pJNCmij3H6GGPZp+b7hqmclcVUv7jBQ2kc7gTPRami/1cvfSODrDKgX6LqmVuv18bodNbDRT3S2oC40vlOWS5NqxvvZeJbtV9yox40UM2l1JK9b5V9d3S/Rvg65y14Y6fjbFZoXyNSV5/5fk5e15+njNYGOtLVgYhc4tW/XBN7zXuR6MRP68a9fxs/28L126zDfP81cVn+FsBV/U0GO2F9tTjF45Enz2kSntFzQ7jL6/OX/rG1WI3dnj1g3Zxdll/fGOo1TsNdhN8mvyvw1yfG9ojzKR0Vgo3sMIKwvNZP8TRN5zSET/AkUA5CH1XaGF9JTrF1mJJjXOs1+VL3WfGka+KWuoQqTDq7Pvdi4e8AAjawkr9Fg8dzqtT6Rznxt+b31riepomb+7pcxPr/4L/E8LbQwrMHd8nGlva8JBqKon4e1Smy53ifDVJhSvjUATFf96N+TTZX2NK1hepdsxRmTNhVThTYVgzRNNhXJQthswEkAT5J59IfSv4Qez7xMq92Vi5AQ7zAl8bX44icsm9TGm8kxo66SiJ/As8vtC4SWSrLFI4wT4eCRk7Xr/ZWppI+IiNH6TD9n33W1/jL+l43q42UhIPt9v6rpJT1rZLEvon5zayoxVKZl3BX6XJ78erq3cQfvyzi80v42c3nHDVHuF6orYyj1Lpsz8CIAGEZASa/ZGyxt8/2Guvut8tyldoUpr42lKmT7p3VNlU8FW7pgI28aO0Fxzw8Yj1c36fFxJ/w0nJl/vxuXAv9qlUVo0b7KVE/66vVFVC/smDu2CT66/oaJoLyewaeF/XD9Q3Th8G+uqfzFm+qb3wnT+NmHNMsg7XUG0sL0cZjK3lRKnU15io91hJLS6/zo4xzzJEcH/wBP18x8d8t/D10F/0xwx7M+90+Nt1sr3ndflLOaWs+rzH3Zakhys3nRQMsNQGcb0lzht5/+rymZdxTS/OAVVqL8fja1a2MVuP2T4BIbDjWduphEgbBTOkhoxtPqmkEEt1o/rQ/E2pcQucnN/rBZfG8Z6Xv3iQcr5tTeQNycmW2VXeP3vfutPHStp2oPn8bo8y6eePLaD0FmU0/N8NM2L8cJWchfisLmAdmh3TjjGVBPeg69uJ+e2b2PeqW/OzPZUPd1K0fG3X7dEX9XXz9dZ+JVKm0xXXJp/WO/LI8x2MqGPWanjab8U/dsVn9NT7mmEoNwZ8bz8/qpR6570BQsk1+TuKbt0pufFmUswcdp+/1kSyJ/t21tFLqHCOQI4fO5D8bFMmhoC1hj0jQY60Zqiji2kMP+LLChRtDpGHozKWrAOwwRlzYS+jnS8FUkaDG7StLY9qaaW+NqT4nlU0rJ5hDTexpYrkDO1kd2zLiWMst0U3gsEJdXvMJ38bDFuH4QdVmGWFlq4uEdaSKFpuW0JZoVaa0Pacxw+IXjBc6ZpZPQj5r1ns0Yb5ez+rwl7U+NqEn30LnIEeVNQ66M9RNqMPQXmv0Y8H4X3mYNdmqhskPpWStik3FKq8fUXEqNN+Bmavub42KqpJDQ+BK9am6JTLpFa40c9tgW3mUvLb1gp7eH8aID5GaSLZqY18te3u73cDWbnitLQK0h4K/jbtQv9hil8+fhuiKeOiW2ZeHtKJScCM799ssYYofT3XBH+p/1MLVYi7aiN1yD4YujwCK198vh+RTU7ItyPDeuU10z3f1tXm7SP5JOtAUoyquF+swNfG7yrQ+96BlBbxX4frN5fGwnl5Y7ibo9LWUi1gS9FXWPUgea/MvdVkT3QSKo/1HhzuV6MurjnDXUjz6w/8aQlqKfu9euTB5nbRyf43ytpb/MFDH8/VPLUTosn+/L+3ImBT/jccU8SbVBr35hY+Sag3C9dlgtLxeR9ykh0sohpe/+N2ovQ8vHPNePWXbfbsjHYyAR5pMzdndaVjPl9/xtMlVifvuLzY6LMZsXUUoZW88PPGE3+PP7d5dnV/G3/WeNnm8zSZtpdM++qd2dLMXP/+wTQZqfwlNlfQZ+F/wT1ZX8sWvLYJfTnuF/+NiOfZuePLPuzJvm8Mct/d03hrGa+X7vor7SqSYE/HzP+CDqUmKOdqdMcpaGZed2zX+Oe+Nnwn++3XV/rd1WHyhVyESqJbGKH+XDoSNzKi9vCbFvjapS9dm3FmzfTtll1YuZyqZE96mk9u99cfYyIG13+N5Nm1UXZS1NnlzBTrbpZe984bwiX6/G/aJqmsnNiMuqs6WcwNMaod5Y3u+RpkxMSejvjNJNFSaUzfL/3Q0uaf2Bet0kpRmipln+B2ORQiQdF+K/q+OqsQkdgpjab9rzGTV8D3PYM51RlY2+6xhFdTeF4X4b/8v/qN3fF1hI7JnY+wpXn5JD5Ulch5VfcS+UfFW9XrAYKAQxN421762u8VVHSzbXpcb99/ZZXxvVJhAuy7WGiuLLfmcmdQdb5TXuVP97QddWCEpvy0xPGW9Tvc6Vq+XQ5pNWbPjdkH/bCjpdMNNauO8/xklKhO3MND8gi+4WRQQof2LAivLtivzb+xvCHEfs73LHc+NotnTZAi+m93B/xZemJWK+vSWOlk5nlO4e6wEiXUUn/OsTHWcpdgfp22/13v8tyXfBUQ2Ju9i+O1Un/2X/ehuY9c5dcCs6ncF60lb2Rd7+YNPcbMb9Xeubn6Hwm9c9R343rpec36+yQP4ccJGb4ja447j/T3w2f/MKO0uUmXLCT1XN+fjSmYGKJP/aHcknqTYIHIVVx/HSNa3F164c+tjFAEcKTY2oCR7Wl/iL3vaf99SXx5u13V7M/xvD7sdWO1u6jYLVYnHLP95Em7O85YHY/T8ZdZq17eV9p8opNbX3ggPP/cbco1vWv3WX/vG7iP4ldIRxF/Fmlt4atdT3ER828FIPrOi0CnggfiUp6dpQKC96lPav42FXVRHSSwZqpTtS1lKXqsuKvm5L+leeOAoShJq8k/87olDD9dR8CFb9lPF+rTu6XHRvxtK5Dm3T84+HjOi9sUQK5q7DuFl5K7p+BzwnzGGI2V9QY9/Gcbn7nic+CDekqLQ2eNhu/G82B55uM6nzYuyQxJrMz2aSVrULdgkS38FR19H7U2tHXNz97xLEXtr/opavsfC2h9t73F/J6A3RTbHrs94+HzGf3c57wZrlwT5ZDtK8e7mF+NqdXkXxL12Pb31RA6swzuRXqJQDDQk00taiR+n71G4kzSwVrbP42EalvnBlpLysZN1IUTe3XIeh1km6nqzxpxVM7oaKpg2Cq5iJRn+4dnEc7KeT+9Js+N7SbajdFY7GdiB9T3Vq6w25rI2MQvSiQ59QpPmruQZ4S/+o2iCnhM4JjYax3pyuOwjJSRqPSJFn3Oy5kh2W2CqokCxBhnDyX8Tr8NRsY+BNq9CfEYZM4b/jYESosa52SM1E65ReSyIL5bFkMUvWlmFr2Qx7IEihuR36lGpmTH659PRHqUYCUru0pDmN0vxsMq2T8sdNJ5uWaroxrwn6T9W91BL1cH/aQKUP3c5fcfd6Ib51M0RCocPxshuWVfLb3XSB7E/V4UawbSv7PZcFjukrnUBErWO+/qV+t7xn42gNoZE7a1JSvc7kc+OgFw0UqzDa/oHh2M5P/LzdQnquzW0ktzLWpUgke41NhbfjY5/R+08aLhqFNlHDDnmtbOtv7bQmgzJXaHY2txNHJegl+q+2TBdWSiPsf7ik8+fG2wqR1Rwf8IIacJI1p8Idis9UZBJiWU1W8AtQAYzKquxG9oidqCuLqJGz495q6Hv42sXKZWsBdkT9n6V8t7YnLyNXJaibxLQPdVqVAHovCxiGlpddzduHlE/HoJj+O2vjbrUbh6O5Cr6S3IO2hIs+rqrLr57xiqoZnXgQf/+7TfRZgJ2vp6gewjzaV+o2Hulaq6QXS+bDwfqvXYjVfgqqoZjT9XywSKBUlLo3oflqLtuhnb9CpFrF4zXQffG29W6TYnrShVdPNxqqdZHyyKh0NoHUpNUO97QMdtNnXWVLuuzoXZ6YwdGtRbjiK/H8bO5Bdhsp4jVtOBsnk3avEZ4VD3eOrirQA58F6nLeQAAjSFN4TtKrTsjVrUbzVuECLVyc0PCyvjL7deNnWS3YDXyQp0XK78kDyZ7Wtgpt3tXzqk78AhBMS2k1rALVI2jVXv6N/f0rEXxxllL9fjeFjVHaE0C8qT8blm55oskJCr+ybsBAobRB8nKstzNfW1lvkXa7lLcCJuc9WO7+Nq1JgNQ74pZVT6Wt9k+g8sRn61Nb5UMsxu4NGPtitl8j1lW1xLb1f20qmnxuveuEhRRMv6+NrlkZkhs0hfmeK8TQh4zsr6xtMfmS8JvAt1t3axW+RoiTUyhvPzum2nXVMOay//Q3zosZYnjXsyFmpXSzdMXYYxm0tMuI3vixotVz5Rd//C1NI98n9kOZ/1ej6wZ+FyS3Xli7DExtD3/G8mL7ePYZGeMmTXtjXap907DWyN610yq/jb2ttZsK2sLd3VfrP3m9t1F7HdScLs6xW32kdSsniLXo3E5f/ob0z3bWuc3XG33cPW+1/GHg+tyK1qty+Nq9wubMZu0E8lx5MH1bY7In3d9NOFn6L2d6D+N8lL9IcD647J8t3dCspkGO7w9Jh+zP/xvyfQt6DsXtF5I8XWO6r/v39NfWEvTXcbUf/42bSR1WO5pqnpjliz9ZsjCgtVtqpSZebb1f+Nsy8cVct7I+JJVZ/qorV9Bed+moobyaP8b0Fbv7sL+Zx9nyT6JtQQl0WtERk43H//G9SPm7m7XxF2fSPZqb18wJ6N7bLYE+4rWolqP/xtbb2X09TbTubJluS8z+LjPEEqGVaBQZ1mal97teQ/xuZ8QYQ85dVheuRVuRJbgUhuNDrMzWJG9xnPtzbQSnz+X3/Gl7c1XgT2kCbKQmNN22mlMVQhfu2xN5KStKlJDjJMH3L6pT7b2z+kjG1arAIv6/xu0k0NBXO8d9/8bMqXj1qT/K1wZIlIsv9uu5MnDgS/pLBXrvSfh5KjVKzESO/5OK/jtNcX7CXs/jbtsXrYfVH0ulNRh8VUizp3OiYC75xs1eV/b+IdLZLCspCUNZWf43gu1gTW6XbcOME3jmn4GfFmtzcXQZ9LDoOMy2mZtFYrmJt32I+/xG9+V5bJp30v/jbMUrBjjYgHTL0r9EjrwraReZM+S2WL8hMYKqxYSvrn/Gu/BpOtpvMIxlzL/9DY7FMlpyrD3pXDH6sj4uOkgebJflXopR9LBah8yKCfZLzz5k/WMqma28/bJc4hmry+6+N3fy1WMyZqVTDzu/U1Q3M9cyPQ83iomKoaIAqpG+Jrm01vVT3kvGfJ33Kbhe2/wFbL/9DZj7LVVXrrj6n2NEefzzR8G0YyVbhiBlJ8fB16civXmot+uisJOWvEL4w2gz8Nkeopwn/mgnSwZ+F8/qPiVLQ27AEYw9Qoex/xtbmxsTx0SnZSZTbJ+YTUgYMfVoyF5Ua3enAEGs+i+U58bLzR1kisq1pn29n7VV5N6P9gZ8qsyBaLn42nEI+yx26rm7zJaQnUj0txGDxixNv/43G87+jDlSzbG6LstXqMo10g8wiaNGDwYmeg905n/G4ksO50YfKlpQqK/bey1wUwFOLhZLWNGWEo/UGOlrP42dZLGMlbrO5396zX/aRI8ov6FJ2lp1q38bN0O5vsyqaWqG+T9/ZOH9ocv8ba13bcP1TRvkmb6yaGuoplByI9X5CXxvNlJVyVhfYr22O6bYzfeUhv8QNHGVZT38bi8/Qe7NzMKbvaxXSMkl20YxlJfj2doBwm9ieeg4G8BfG6QaqP2bTQUKgfpsJVJW2NrcwSqtVGml8vQx/8vnfuN6t1mVPljPkfSvST9B1Y+2Y3DhWZxNSEStP0xNuRoUs+X+/G0Z1k8QxtXW974Mxcqc/N2KPcGJSDRQ/rGs3jBu99utq5o83fjS2i0Xi3NQqhx5Y26nWLawLYfCjSRUiusupQBARFZfrqtkSHmIX3Juh9kH77VRn6XxtdrZB1OV+NYT9Zn6O6NQYtxZvS8dS6ooXaTlruFMjeHj9VrsWee38bW5pfdS/LSJK3TNWTaKM5OLiNqpWMq4yMd0gPWKufniDvbWqlLncJ3j/+wzcWbykmX+vG3BMGtbC6OoedjG0X3i1cVKyP3Nm7m1IbqD1T5XjRjKb/egg1VI5Ta/V4Gbdd++kajL8VVO+P2dlcpfu/G0WxcWPkTgbb1E3qqfNaX6LBlPyu4loF3oJQih/+mavvbFnXdDG9GXTL62u+u+nG2I+1lR1pzZbC9Ejz4x46u80cXqhrIJUCyN+rQkM5pRzqqzysJV6tN8XbIpCvpLe+UcW8Zf9cbFGyiLv2LPAn96PhuWzsM/iaTgtVoXzW19uBXJbkUba3NlDSeDTwvSZg2Jp2JpLTv3LNuyNdHTKR86PjaQZf2tT0y1amBjzMtmjIPzw7ChrVjIx1oAEEfMNGXZydoPNrbUt9O4o9/xss00h5kTdmpXjHrEj0sXr7eVJL2GHSfyGKHzSwrwYuzcpc4vG+0LnCWv17+PjSO87SZrzWGj2ratW1nv7wnLYYdqdYM0zK9O/jSqbiP3YSe1dh0Uflh1mu/jee2LoG7MBaWfrgZ+f7re31NKSDPSETnpLzNHfGz+UjKlbwR2rQpo+xZXvVQBNVhFIg5aCPwWoZWEyET/wtZ33F/Pl3uFkytfG1KHE/XaoQ1NhbQR1kHJKfqXeKVaUHd6gw2kJO3dZp/E9/Q3xuvIqxoLfGyI/YehWq4kplkR9kKtg6PbStTgqrlubJCpJYjFYCBAXprap+1mLtcaW54WM5IR7srurIKu32fjZOVm1fFDXSVlrDauPkw3hZ4mZqx0NssWMmmivib9NcgEiVXgg+/U6lX6owVIzv1juaP8dn0gP/655RfmX3Xxu0nOm8+xV+fElOjosZk1jsqr2CqtJN7CzBAg+2e7n7U6TltCfu1j1cW9Kcp4P/upbGLP42EQlZjEvZnLw4fH8x1MoQRrNc4aSZPKmSQq/LHYyt7RzkJF8tnisel6PaLDl2Lty/X0Nmret1sYaj/tOVGMhf3TF7OYk3tXS6gDBqCfIzqFRxWppVfCV6GWJk9qny/f3fqNoytpSp6nXH1F1LW8Sb4isWebz3Y8Svl/yc+GKBfL/72q9S87YXf+xvue/ensq/blTFkbVVS/b1jZWlrRB0PiOYbhMfo3tcLY7a/bHVzco61ZGqGwlZwLV6yFdyiipmG2j8nfWe4r1+NfL9fY22Bza3aE8e0bwvXPOoKHpau/lnahUSMYoF7MbPVfetrnHH1e8syU2CXVE1x6X/rG1HqKdWUFqku7FZsy7ne5Z8DnUQerQZOwDBJktp2kP0W49qr0r8p7CIklW/tQ6W7FvfjdZ8g0nIo1x7c1B15iIPn69oUe0iOyBrr55+InU56XdhlKzKzVlz8bjbiTlEPc9dkZpJjTpJH9w3bweSj1j+sjZl9P4brs2Bxj+823Ttxu1yMHq4L0sm3dzS4XdblzfG6R90nY8uwjXSNkLdjaCOIagxVtxTJCwPhPz/6tmGgl96wo3vcsXTcRTtVq4+N47mJNOh1x8Kq0qvPVn5GNdlj/GVHrvaCM8C1DKnbvkbN841iWrqvU22X2G9wd+NImOh+H+7Gde8q1FxcFih/tkoJOZp8fSmeDTxWtZsbn4ezSV3eb0r/B5kXXdv/jeyd8U+JPwm08ZsGYskpFk+43BjGVoOIXcXf/8baRimRkeVP/dJki0tPQXefrsiiBYoZQl1/iZsXTszT0shff+vWwSoRHxvbq6SD/HL+7jtlQ+3lSpqLlBaXFi/zItCiXJk5eQkcL427ckrb8o+lpK/2wvJK+2Md17eRyd8BFu81rd+5VBa/42HaMzsvwakysxo1CezZt0NeHd8mmWlnVnayQd+Np8v8WcOP5fWkTNubju/emUo67/8O8uh7Z2tO4XWTcezy7iSZH6v7xImvese2CPxu0GWEuzwn7Fx3U7Kd0gUamqHd+TLwSEL3vaEkUWqfqRun43tk9pjKj8I2POTBzw7rgahZPUfsRXe7lrqTPFMX3jesuNb8fFcmOgRo/DlTP5c9szLEPk1f8Y0Hs3BZU3/Gy8skkOh22yKP1S3QL+WzX2l4TGNEK2Nurrgg70pp00V637g9L40ogrT8SDfZKq8VF+rx7AVcuYaXul2rzTeI/JKfh8YjJgQMYQlfb2ge5q+iJFvWtht3bXuRBqP/0bXK+N2PXjiRMuFQ96cKYyrPXbe2fpsmgFMAifVLdJjjGVNHrTmL9R63XWmb92r0f+7k2t0vN7iKVq/f42muzD42yMdebz+6aO7GdZeY9XmT8hx19F13tWsFH7aabwveSzcW+twOl/3xtGSZC7TtllNlvpP8i73IQiCNeqboL20XV3q+GIcHY+0+6UleFIwH7dUbG/vACLr7/2G2tWuVeLeNzXxvjfBm6kIHRer7VZYe92Ow3KTKl4SFURFoMR0q+yDBRle5VqKUhH11es/HnU9X0y1L2RF4gjepD7OX/3G2sk7HR2Vao+ne3CfJ3m5Wa1YW23zLDAYLUt8+HLfFDRdFunOEvcL/G9Wlh2GGWWS8LRb91E/3GsMmSFFIYq3M0FChhUpaw1fu++DJu+UKvGfJI+a+eVc4y+6+N7gn5dZmlwi9OLWJVyjVs7rdV0nX1q/DVAmSticpmbLUsiJ3IwliyKVDvbiWq0BvwQkZLTc1pCDNd4X4f7DO4N8OpPJbDW02ZCFntNSUpfX8PyTPrMbi1xOLmilgI1l3YIf2BPr+HOw2ynxtamXTVLWU4rNixdlJP6XtQzt/kzYQZrnRmCPxtLQ4j/byTTZHeTuKcXXuLxqh9YMVJ07al3GlA3BLDPJ8aVeyVe5jW5B7Qo/x+iVoL2Nqps5hFyKoEpXJgibQpSk/cPGLi4nrPv3G0tT3kkeST+7i2WF+BG+r0XFOrLeJ+gIQfit6xdmM9Lnq+IfTtuDfJhhrWfjbJuyIh9ZKq+vw74xFbke7GR/BJbD+958PEFKBCaMVKflyzfQP94xnlV+kS+pMujWlYpbff8bJ7UZ4j+OLjoaUk7Wb3oVR18icN+CBDTF4bKLwT2YsqOtF8b4e3OOlm7/xuCT23XWRcsbWNPHVuwtklo/VC8qYsbVDtqah4bnjJVxP/GkiLp/DXqHyVm75UTHuYhoooS1bTGIDYUfhn/j+pe07K/HXf43eGz2tnrUrrjsP5ZvVjslHLFtWe3p9bIfzrbj8PxbL421qc6Cmp1s/G2di/rrFuRJoChLd+3haarplzeZ6dL+Hab3Ze0TPN3bzYC1EmV92918ufchrHo6Dp/xt8Zlsds+dzZOLpghKIff1dxcG2t/oUp+F8buGzQXbv16o3JG9UMje7rF47BG37WTDMZb7Z+cidE4MXT+NLcf2ax7sOdNq4m9ssroXq6nMGRqHKuHAo1yBCAmINxI/emjmJsvo3Db7WYCB6qsp+HT425fLWVDpZSLO0i4Q6VztJVdWbd+P0WqsZg0UMp99Xny75+bJpmq65rZemL++htegO+NybBPuasC3fcVT7ZeaU1hGXUKaOZwP8i+njA1BSjIYlYRWGnYpTb4QwaXHspq8Gd5o+Nj1KnShPZZ0p6MapdB8Ybel2Nk4ArNuG5vtD3hzDN20RlPvveEXxuEY6wBVu/ibIb5uJT0a7N/N0katmqv1hqAUQGNVnfshog5v340e3i1Y13kTJfSs1hL6/jbslk7DZkydwZ+CToRE2tI45htmjEDBwFQvU1n0vwPJrgyv06zml61u/4W8Pe9g7f6gS/rvPfuVjZdeC5gz8NSnjJI8t1jDOl6EYNf40kYn72eM5F7MEuqP1Ev5Ei2S2O7UpOE1o1feX/yxtLNE+0RtrURqX3sj/ItVXou03hWU/w7NmWaaU3CelISvA7siNLjW6fD/Dce8vy5eNxNjh/6zc12Vb9fnoPzmdefD2KZw7bylF8FVP6m2VuceaP78KzNsLxHEzftwvaAWoiNuGp5O9WUuLOH66w7bsS7PljRepB6v+olxezdw2HdXhiyfD07iDJ3xC58V/D2m4uO7U/Z9UTTwl/42SIulKdrLLzRZbJqPU/aU9zoiWaL+0vxwsRvW3/xtI/oj8vy38zHmP9jz491ZfOFtxp3++ou1U+zJWgl02JF/D0eqjLN+HipZmdERbN9GrEf/w9c7luzK2HffF6IrZk//+NplpH2eELK6PMh+hvUqG0zel4BNOIsXBH/3+Ml+QfqLM3/h7GSZIq40d0y8L/OwlgE4pNBUsafpuEZ7DQx+X+9Q9Rmgm9ypyY6KSyPj451HGYurmt626eRtjj+FLN/1LpJcmVfIpf9cb0bxJH/+OY88dkedESezbR4Rf8v36h6mTmgzodxbhLwuqeOdW7Q5wyud/xvR6fI4+3ciuxjTevNnzfn51Y+6Qe0n89+x9iVvmDBZfXqHd6mtJoNlUVWyxsvOo27oFfP3YximiwHlAAA0bkGboC/Aefig1j3Ooto/dv40mXBnPdhkar1zizZ9uEH5mPHLhtJOgXxvLb5lgl2Ck9Ur3ONNxU02wET/rHTCDz07xIM2p+N+bNMbWTGyfnVX01Sra3/rXGlyoisGjZrdmxZ+CnGO5LybRrMgW8rSPnpjURsaMa/D/NluibC99ctl0getAAt96PfD1vh/zUDPGj5jqTLWTvKjJOMqgusKL31Q/jeMtHubMesWlmvnO8Uoy+2oRe/ako/gg5rRYJvfkn1dma7Mc3kfSg6OdkC20vjeeA1jNanpf9dji0/zhSeaR5kCIZYf2P+CDjns6yY8Vm2JO7MKjcNvkvD/wxZExB3l/UtuYyqmqm1Cnz79+4Y4XNUZOIcU6jthUZaniCP7dgSPy1aRucnxvhu5DsEt0ji7Z/JDtMcV7BLqY9Vttf/jfWHzJrFU95uquhObHnAfWc0XxrhvnEs2/D/OTKrMebD/YZycgGW0Y1NB69Hhfgg4WyIWg5E4eGekZvUbl/stGIk1F/xvdTkmDqzNlVVwksske9HWKaPZEwcOOl0g3D+CDharpbVa3U4e2LgHy8giz4b5jQp8by6DVe000GjHlt2U9DpJTOY7Mgn1C7O1SuvDU41eqCdfqX+N5P94E40U1esYy2bXrk3Kp/L7NOXfmQhVeere5buyZBHu7P6TWZ21ADTw5GqO3CaWYAibZQS6gj85QiGWfGyVCR1E6LVY92uIO47VKhR8626FX55GqqZnPSnqGNuS/xuyYqlat62y3k7skl9LewuZK7Et+dTwoQPxW3CfxszFagjJXG7tJpEqmkzCNbrYGT+cFoCKBTu9G+k0vk28Y9LoWEf8+ZfGzT87J/szenE6miPgTP8gU/se+wzbOmzb7aF8/42lODFOENHH+975k2nbmPqu0OqEXH4/Y2RaLpPateomlQ7z43hnlBN15SyeGPZF+W2uibJ7I/jdZfH9hakU8ujuCo9Lr1G2tOdEamdNAyy0NRlpGjRv0OyWSlMgewyAm1s7KSezY0CaNO3ucvvyslfG8NhmfDcqVUULSOWY9a1LrLYl33DUkFs18gTtT57gvOfb6/GzYztxRuF8mtNLSc8zstnY/DQrXps8nJnn1kd/20B/oRJSX/6G3RKzHZ5o1jCG0E+pj+LD/lmTDzSMFIPhE/9yn2mNoQPzhB+0o2CfjafCTsvK2zN453Xm8+yH6KReQIXn6/3FFQwxl1cX4fxuIZ0fpMerKy9aF+fFQyu1nfzoZQjesxka3Q6r8kUva8s1FvOKfGyS1c220J4y9C5cpj9KTJu2+o1RF0IpZaKyRoluJV38bpLC8XQ9E0ko0t2eh3YdOEeRrbRov3vjbaE5jtZKYw5aJqjlqYyYjZTe4fVq53b8+XBcDMQLeD1k6jIknsCU93V4Ku3NjvfjdvyJQd6abWmu4/p/t7pVEa/lguDpOsd0ibTqqdmhf/crUJxbScor8WWTIQ/jc2tyVlPVldMlTb4w39U7ne3B3fDWtUyErb6PtjoSRfT8bX7mHMGWYQN7PZawY2E3S9T2SB28Wq4wa336ow9cP42zTXwrNt1y8GzmlNWJ30Faww1D1IYPdzrFdxiA5p05SUvao9tzv6k7NCop4COX3+g9H1UNSb33Lh/tA2er/p34/VX3QwTbepBLC+TyQUXtR8LSeyPGf/zkIXLSP/4M/BFTbsrZMfh/EyS3fKU+KVk97UXNoz9eZh9cJLS3ElDL42XErEy276QCZ5Ie7KxVXv8XLx2Com5ETlKL1WGm9sCbFaFdP8b3DegmPP7/EKomKQzGac0bE96Z0F5U3DBjczzfp9iyiKmHCGTfrtn2oIGrX/jcbMbF7SNS5azvNHXTSbf1PAa1FMTOcZE7Z/stv7G2wvseVKn3lTd7mcIRWkyXi8q6jS+EfjmG10DQOYfT1/G9pkTJps250m4En6C6YLUZJuNoPWZNVhmmS1lX7luHscH8bDda0+l3Hl2zzZmN9zUSXp0Z1R+J+qm5xP+Nv06w3xM5/2lqN/Yny+sk0boJUM1XSm+TN+ebtuWDssqKP43G7oFB/D5xbazG8mWrsCvVLTOWkoD+lRnyJnoVNQ8hG5FfGzdSHbrk26w3yrmXVLVBGO7ggu9ccme47vKovjYjbWMNPV59zeu103Kr9JTU4Yw/KvbdBoKbV4Ov42bN0iaUVW8dU8RcL9oMXh0HdInxZZRI3fbxDKLq0ToNNbv42PdO5MS+y2M11e+uioe83VK8fQNlR5F4KUn+DjTT2yBHFK/jabv3alphTK3Oad2Pj3+brqi6kjHY+yLvhSSN4yk9xylb6cXV/xtRcJ6q1i2kyWN0b362J+AX1bNI8awEp17Xq2UoXRkFdjMkUuq63v43Urs7tB+rK66rYpKngtDH/m/HU7lvPS/jb26hZqcn63pTzot20yHIW0GoDKNW71xsWpaTZ19LVfwvNxXYYjbrLu0kqsTVXHylX9Cg/l/Xw7X40x/0nZe0HwqKK5sqJsMCp2XQrJ9yHmsdaqDZ0Xxu0Vs1hvyzKWfb24Ocje5l/+dKGE7D4W8nslmegIWrZ9hReR/NGDPzEm00mXL/rjSxNhTbcV1n0nEbUlxJFiffJzpgoSkmfYZEKsx0DC+/RAkaEMua/Ubc3awT6lV5Vo325/n22d9Ww+Lk8nXlRr3ZN99X9OCnxtOYodyK+y2T8h2x/DR+WwCWbb9GsZ1rFQDpV3msPXqvq/G3ZcjGqc+Jva0V9a7h23e5r036AQkXBiB31It97zaJoeief43n10F0Yp5GoNm7sn92sqfhzdg/D/O+q+csXw2ho//jefU5myKUfmdkyBmC/6QfaWPXx2NrJkaO53EXWrXH2vwGF8t2jfG3Zhfa59KiZ8nbh3ZP5W+LeovuU5NLf7/S+Nk6LF94ctHomo3SRYmzFDJuZ1a3kWS//D+82YkjkNSlfGaex4RPHJwTKt7RAd8bdXLpPcGFWZUjPDq2oMcPyUeJzcV1JagJYLzhoz/clmvnIsCX7/bVzL4emYypccc5a7Tr8VOaLMfaZKFc7T/xu0mb1J/OlFC9Q/7iND6x/4xC/9ikE33nLXy+/42PsZGpXdXK7TJsNPMybtH8jFD6+XrivV1GF1IZUc5N1SK9xsXUkIPN1ma1RmtMdK7RAqqwNXXu4RoVYdDIIaQ3+oZURJ2dEH8TvC1l8X8e/fWNv4tkLjflpY2dsnRcFNFO6yfRnHY/kuW4peDvn7Xts2JEtaZgywU+Nz0zdXdQovs2F1TcTe6xqjLI/KF8MpLyp/xtVvZja6pPkR6md6j7uTad+1tTw7bCN3ehammnD+NyXYWdJMuo9xQZkWyGewF61et403Fh0NfcAhQ5hI/Jst1E0uHp8/ByQxHdPmc7G/fGyln2+SpQI3rGTL5bEhDWFzcloltbOeHYK9oHiEbpSN88Xbjbw6nRdv+NxqOrs13LamxPbHKNZQev0tdEG3cGPg/0F8OS6vhag6PT2f9V9z3p0lQTsMGfgnl7vpuZdNkTfjbFK/AdK13zdXsx1krWm2M+hB5NtYLmOhtTJwW6W5SrX42pPT1NzKRw/Z4ObqaCpTA7rVKLGuZna8mPPK9RSztcvr3jZbr2ydL5m1hVomKmiP1vJtKAzneX7yQ+rc3jpYpdzKeG7smSKkfGxbKWsV+LqpVxF+frKbJuC2QK7+b72Cn0ROw892oTN/Y3Pw35cum3irdLB8TYU9djg7jBQuGCq7TJypcERS1bmuJRty882xZew78bPY3rhoxdkUps27bvEyCZ5u8RhHY5pbq3vzNPfU1ym1Nklsb+K7fV/cZjL43ZTJPlN4e0tXhnZkbqLsOUVeQjVkMVdpvTsLduTNvXJDzNhBEutej42tWMzaPpJtLRVfg1nXm5dz+NXMET5clxY//Gy8mvlisWs9HZoKq6rqF9kx0HYyFoU9UZZtLuf6rT+N9vZ+q9frZfpz5BTHWmubm5/AQobXhN4CBB37U8vvmG0u9498bXruXzc0ZvG27YF2mLX97bCJnD7lD7w/8bTdL0jdaOm+Lq1+n4cZp/8NLGMHf427YuXu1uM6eoG/JHyX3G/k9MP1ljBV2SEN7vhu/pi7fob34+ClpH42he2zpMxT3SlNm3YfKh+g8ioeLy86pmeM+ws9oV8KC2XxtNTVh7ru8EDyap27HSHKuahPlHdztZXxWyaJ7u0mntapJjDHwfxtP5AZO9evw7l4mwsXB5Syw76qkC2OaEdm+5N+y7Pk+AEfs9VL5/H8b80RI1UNKkskgrq9ZN6ohXJN4+He57u0q3215ttJqR9QW1yvjafrqxjesn5tz9uPSn2CzU+2eyXYxAbUG/+jbnrCF7x1xd5jbM2qaKzrrG2+yrCR7fhVrxhqcetzGT6MrxutOYoJYDK8JGp5XkRi1OBY5vkdi4qHL/XjbIJnq2c9YSlbjk0I+5NNjtGqH73c26cb+NSmaHLmuHqWY/E7kX3mDPwvsIlZb5Hgj2pvtHvx+n+NktVFFfNs/5dM5onIzaSl12v5ou0/BChzG9bDuTC9rvyxE63zSP0d7sIX3LPyLYkvjbeSlhzIlvJsnyKUtrVcvSZkzzDtG7qxXpKphefjd2tWsOfoqh9WR5DkYu6LdRcCoi0K+16b5LRzRlwXEOR+N2pJ6sRsVKyLgaifRfln8jsyyJLXK0tV9MmnfzRf6KWHCpf68bJiRsE3tWVallYsW5db1TPh4cfMHbiCfuxqarv+vhF5mkDt4Cz+NslU/SbUl8fz1C+qOI+VGqSMdTvQa1+89z9zqefXDq4Xxt8T9FNiGtkdO1apixsXL3cx55de09QJQc7tUR9dCbcvm2om9U3Hfyyk65+NvjJfieO5sWErn0cW9MwUx9lZWnxl+qvsdILdo65dn0fG2852onqXdcYMZbMorV+GjJOfDuqrlK6uG6rtaGcPwuv42z2d7ujzcSWSyl2SqpKzfEfnalPxobENQGd5Wa2ht8beOP77xvcPlOFVSyqOlHvA/S51PYFctqdSrMxqgViTrheYMxzuixu5o0gJd/t+xb42IcbrVVJs2BMlnCbTeBhav8Sj2EYpQK2VHvHMVRSWn7+R3p33Pxtt5PsKVDdFNlUllHalKjNfsaGgzjuzNwdfRB6WVh+lAJP4/+wspaXxtxvLjS3HNuW/X7ayLxOVzwTgR6+c8T336/Mn79rW7cNfxtTuzeSZ1rE3ex5j37PVR2KNLhpfvaEmyxrodosE4P/G7fIP0DvL1pJJfMhdaX+SvIA95YL01MqL/WQhauvGKdRc6FLx3Er38be0T4X2FnxC+nWVdlcSB7Y4aXfV3uFQABH/Cb6NY2MRhLmT+X4r/PuZj+N1CdG7u1/SXLjwsXiZl8miePofW5fbiS7//5fdfGx9jJJvc7ukI+zLgT3KHdrLfuU9b71mX6OpTpqpU/jeHsi7yiDLBef6imZCm/eRV5nvJvjelcvDsAyhLttV72K9neK5BXP6W/78LF39ns+qig06i1FXoVgz8E5lqZjalhGQteYSYsXvwVXyebllm6yR9l/vxue63LkLVP2Y+UcSlVw66kPdliawxhoCbWOf9xXpY27In6S/nYex36d9scx6f0jeX5KvbM+ilqXYd+N92m6rWC9sLatFTMeqs/wAEf0Dcifd53OqK0tyrI96/D2TE3+VWXEu/tSXiW/+usO3YPu3LbSJ3jD5Gb5J300V7hzcskTSVcO/0QvRKtfjdzs1UtKxNNtz6Tt20fvf+ldhXfG53arrXJmfatevnqI1/+f39g6EWX/ggpirfurufQ2eN8pfGOxtWv4f28K/8bl2m7OuxOS/VrVsOHgU7j0rVc5JqH3jkdK343G1nBVuJCqnLIt272Q8Y66CdWI3c/n7amGJcvwrzVO2ZXrxGaC1XZrt9B4K7HH8z7T/BfVcuk5sy2yQehq4//jcV2t24u8kc3NQYqwONcn2X/42tVutc5PE2PS/SuOd/8P2sEfsGcuHu3473tHCou5soiW8/+tcbtG7MPovQ2XfUO4pNlLHdTbVYbS41P/G3Zsx+qu3VVSTjutzUTZ+hBuH4b+N3f43d244bNJeaojgKUPtt6YSst82cFhNrKq+Fis/nljqnWxtj9LE348HLQQvjgz8xJvND4IK6mkfQv9F9sTp63DMoV1TxNocScEl9/xsn0lajzddquq+mnsOiyck7SyzR97+xtTZS01Rz7GkbJMTbvlyaaq3TK9oNf+N2j810t9bfX0NZqS05A2g4exv6nbg9/jZO8zeOus0rjGQo2PwC/hhQqzgz43n1ZNDHLsvxdU66XqbsYyIrI/w7VU/jYX2Cb5vvSmTs7vlwXJ+NQtYZcc6tfxpXh6+X43KqjbozMOnTZopOebzzddtXryq/azkid4uto9u/jb1rU1Ga75Oo3y/uzT/7bNIPOR4W+Nw6FQv2bZt2nC5qZ5SufSX2o1wmd2xVkye/40okpCtFzDJPj5qbq1C/0a6ka6ljWM7chNrYB2reQ/l/Tg38bMuJ855lLkv1PFsZTZ5OAodfCbTCmrptg0t8bahbU4KBrAW2gVarYcajL03xg+yJwBVAm1JvfKX3GkjS3i7EcnD42KYzRX92WSyf0avsCTkUf/zcN32B2Pp3GTXUpWx+HJM+/FwnL+vjcTn5Oef2TknthpHzSXU34xzMfrXnVN3SEh9tljoejBpGCHUKfG5JuU8g1mz/SElkNSbnk1dcxMRV4CxtCIvm+ZvoMWUMzfobvm0NpVv5f+8bQvG9ZrOq7ejaJGpVIF/LY8r9Tv3333QF4LUTeiHOynDSTspE2699o/jbKEzr+tSpYqvImXP23mOqYLZJAhVce1E+k7TS91u9GWY+rQf8bZJBfUj8IcD1WEa5Y+K7f5uCPqekNQBUEvuqyWvG1SOrpbyJX+Tz3y/+43IUbk1Y4e42jjTLN8wx3LOWA9TFuNYDXd7Q25TL5cli0yL89axW553w3QqZ9f8JdUhWvKNzBn4J4ak4M7uoSarLJd+NoVbZ+t2XsXDvkSsWX0Hc3fWrgNtvkBNOggPRdcFb+G6kqqHq95/Gwq3EvBml1ipWzPJCqqg2NhruVSdWx9l0WKQ04KQFlVfC83at+3C/0dV7uTDS8itnyWIr7EvxxqfGz5Y8sLMkj3CC8C/Yt09GFlVvGqhn1m5kAtQIIQ65MszVq8NGzNOV8wSp7jbSKztxXb427qFs9x+y747cn2N4Elrmy0vuCoogmAmBuVZQTLQSVZDan+Xp/X8aQmccQNZL3SXUNks2/h/4oCxQ784t4RdiXeP43Gl0WX51JPuC+WkkerWR1eP3vqSXelq//jYXrxW1w1wx6yq0zxZf80t+oX8YlGHZcF2fDukNZO2IaWqlFvOr/akD9pz/G1FPTJl1myHCp8hE+/qN0LW9ApX/GLwaW9/43FbtpGwr2ZbM8+LlF4hjH0vHIP+kaj3ufsgkyXxuS/rVrUoQehWpNfK/3rRTuK9U4Y9Fuvsb3Mx3C9eayrZ203HdQu8fEeDW5F/wQSorE2LUrCsZhnyXR9fVtG5/+H5enqTi/SaCtthXoW6xrq/oSwlSmtSxWb7XdQ98bd2eNY1jLFnr9x6jt+UNKbphxdn/jcpSXqtZOSVT+b1Ewf8oXlkR3YJz03Fn+Ny2xl/1xuubzOrxU/9YZ9yf8ZvI7/cv/0N3GldfVS3kZw2bX6b0gsy/ZE5H6i7eiSbE0Xm+Nm/k6WmZbebxd34uX9r1vU2iH43Gbt74s9qFr1asOOjJwQllOPlc/78th/z1RpvP/wZ+F95bm/LHUqQnXn/G2xWLWzcXCj5T4mq2W5P8TVZkQKQFxNOuxd2IK+6l1mJVfGzvdltX7tOyYtWvtN9t/VKN/nrOVS9v43EzBVVTJe/kyJ3l8v2p+1pkVX/+N7ZQmpKkj9daW7bTSqL02b9V7lf24b4/dZf68bjdI3Oszd3rXqX+4/kX/5f78b2w2e1L0qyWqB6q7bXx+H7WzP2frU4kHLyeX/vG66zdn1TCj68+p8n4j1duNlUGul9+o27rgrkVtpxOnd3PobnRyPJH/janqnaYrTNc61dz6XntN7BSU3eF3/poVsf+FKzelm/mgs/vxuqtmMasbnXnxZL6l4DI+GHBWgjV2TjsPf0rf/Q3Z/MGt1TN3RbsdZO7NFKrHcIsf/G+WSULN3XUf2eOvNyhTDszpvjw7Zqt2rrGz3K5k7pGzlwLV/HLnIlPWtXMt86v/GyXNmtnuFe2St7V2b+u1ix0b5yWNTjm/G7hh/473d41Nb4WXvqi44xpAjVSY5Hh6NJFc9pUOJZ/xs/hekI2PPlUrfXliC2CIGhymRZ9L2Wp/hr8vgsstdTZNsnvw+Nw9cAQ/37zW2zl5f61Gtmw4Xbf/G5T9XWptyeww8/fUKk5dN8x8pNRNn/C3J/D3v0zoi3/5v8GnhTVtdSaqVU5d35MoOn43Jm0zLuXti7S/Eybl/NLVyBaadZQm4PfGx6jsiZiboPa7O59WwHGhD7trUf/hrb5l/6xus3c/qes1Yu0ln1oa6bkqGnYYDjDsaGX8/h/OYw1/zfD8Hetr8aUTYY4M+jS+13tk8j6zaXNCD1mauAtRAIj4e3IkPZgK3Rk9bAne/RfVcDrym/jaeom8lqP2EvBlXHW99h16owlVRRpsZh9ApRLJOTQLaGjyrc0kqu1s3xJvln+Nm6olblQ2eGe13seoWqTziqNyMD1Q7H0uSZ54LgWErmjbpIT62EQnkZ73ovjZ1SmHLUoM64Mchh7kvG/RE6Z3m8+1HmOuoevfV9kVfXGjxMoFXbvF8bKT1t44aKTzGfrO7i2EaspnGKl+ujfLElXyddK1v1fvJj40c/G60w/hCbSbOPf74zLvLr7K+0i++cjVEQzhA2kIvcv3PiuJyf3GSDvxtPGxlHglTYJ6s6PdSBpGx1oeySJF2KG+X420VsQSgKjUiQiXGxoVXWeR9/oV80qT6T5Q3xpK1C/605w3uOen24t0yO///8bQfvXEvieTc2v5UvKtBLrB+pDu8/G1VUt122oyzbztVT6x2xEv5ft/D9x5bdfOpUzeX8fZhp/ry3to/jY8up/YX2O59h2qf9ZOXTOjoqMvhM8jBEyt9V7VST/jeqbYa4Nl+fblntkX56M8ikykh/ggg+T2qMZ1+CCr3Del8nyeVL4oF0Ozdxqk/+N7i+XSSMXQMf2du7mz9b7sNyVjnjT192m/hY6SkveVB7/b6+LzoPhBpMGfgnNgl8momrkb/4VdcyY34207K0yoHasW59C5jwuppvP4IUAxwIdMNjQGDJ6BK3m65f78aUwWmLDu+K15MuHX1VK/EnRnfr2t0+wDpgIICbKN3ruiMcbgJdT57sZQQ29pdk9fD2aySltYyoWrjGuiw0pT/+NpuXtRTm/JN47hvxNUYquLZC1/SC9KdoPOSM1Ak4fG6jyugM0rb09RUrM9p6oO5bqBaGhysR8b1XkUVoM/ZutdwbL+/jfYbPOjFGN5KCs/mY4GVWN9mqq5jVWGPX8yK+m1fSV/F/99FNoa4A/VtHr43o27WzttZ2Q8vzXncY9uV3sYobV9Fh4g5FtFJp2znd38bnUZoNnmXdnVmmcSPH/GSudjsfRb/oS0ejfWnSVBgsv+FsxRXKKXm86lyzJ7f/xtyonN4knmj27zMlUOhI+K2g+Pw97jc3x1aJMKu4+qV8YcX1/vHxpLhIvfY34813JaChdkzljZYb6X59MbQ4e2zWeNMFPjeP3zNTF/HlTeC332b8ZSBRUPdjt3Rmdfa7zK/ni2p8bN3aTJvC+o/mSY6pVW1yisMezazUXMxn5Q9R/D+I5HbMvh/9l5tARu06eEFuSSLK2KA0kq+NLhbYU0VOwnb4XSm6LOrZ8Jw/Uuk6NKNqCkrAfT3RWQUKbfqRz/G8GZnNTuMYVFin+iCKs0vl35ZL7KqWE3Rxgqi2Ah06Al3GKk83SBFihG3yX91Xdh2X+vG+xewJu6YtxxVLuR6pFyh9ccCHdU1/qNY/IeF6W8RLvqt3TfeZ93XPYxr4ega3JjMqGKjdZ3j1ThucdxEunZqp8CHWF/+NpfKLu1tvKrpG7yc1WVGT7jspK1PB62apJWWhL7h74e8cxjnmbU7QT+C2YtccCxUB9JlLfbLqUu7yMFEq7dya4fd64DTwvmvPV2VkJlTCXWKq75fk/G+NVS3d7y231Fgf9SR+Z3dA9jFD+K4R333GOvJeUrhi+sP9XKCf43EyoT7FmNX5Wcf3NHcJZC/xpj/AQ7sm0N3ZPddZ92JskgmxM5V742ezQe2SGvVyHWvDtg/wm1KrrchFW8CFXvGeoILXiMsUfar4B8bpIqmvn2k1Ju6Q0o1lRqs4yxBygsHLCI1Z0/28H4wGT43YdoHeY2kxmUlry5U1ajeI7Mg42jrAeYPnzZ7o+iGbwnCPq0LpwGsy+7EWRtxVPxtBW/RqheMqnUG8du+KCaQT+ScX2hiVM1N2O0Fskz0hBaD1LwSf1oV/1Ci4+v+NsUseiqj2pHy+KbmnX4wxmbKWUS7M/Mqag7H7slNd84mnKa/V4/8aR3s/43eN3mIkb27G0F/gWq2FY9EfHvsZ5oovhiJero1m12f5l9KT/jd7Y8unJaqVxde1+vCaDnJVlU6IP9R/G+cxJ2Z2k5TxRmzLrXGKt2leAl/8aUheTU2l83zvuQnUlbOu5yrKxSr1jsdgAQgXHOt20+dN4orgkplNTMM7L8bL7s3bfJjSbI6LIM1kz3ENYT2gdjIUanWHu2RUz5q8OUsb8bocTguy0jdBQ34/Zd3WO39gUeE29JLT+Nk2rVLGlrPJdDv5bJrNQvWJl9nHQ3PQRq19V8siPw/jZK+NI7sZslbLbqO9mxnNHdoRmWi05ll2g7H4H/1ep8D7yPp1gLhtce/pXrjc3DKodyr0L8+TvyQj1yaCWSY36Rd6+5ifZ6j7N0hpf4271hv13kx63fw7ilL01a+2gIPxv0qHlxCFL4qRHtWP8bcylfIPdfIrUvT1NmBh6tZP7Be29ZXBcJ13279ufvYV+CDlrLp8rZmr85TzqOvr3Z4K5FLTD+fsMMKL+DPwvhtywl7nniyPm+TfzSh6Qv42nNUs/7r3wE7WR348OylLx52V9fVzgh/q3E1l5l2ktujiqa6w91ZJbR1s475h3yyXP05qb7s1V6LeNLlZtPn42/fJeIj6q0j9C+35tmOF+W6qVBd9trP8ZNS3obstf42y53Zq6phvzvi7IpgII/nrcJ30nxhfHhJDeQoEnH/Nr43Ji2yC1eUpbXMwM09/4con/fLYFaS+N7I680C+WbCWVte/KgvXGIXH+bUY414v1z6NMvxpYbrfunSU1EwZuPWhOM5bhtWTSI7vHohX7MLMaKjQoPo9z+NxAvUsn1q7ne3cbjrpHcI+5ZE3kcY2AyRp9EqzlT1krH1Lc9aNNU8c/jajV/JvhJruk2bG3joiDGrzKW4kdJa150Mo3z2mfCHzsvDwoEmehZ4M+NqfdzXr2q7e7pGeic8b7K1yPrNHjNN5N8z2nVPaY08krkty/vxuxrEfLSVEOLnfeRf1LLn0UsJFEE1a25f98OkO1L7bF6pMxDtB/0NOZx7vpsX17w1/G0McbGrkw+Oz9IK8EjRmtv1tjEKzYEQ8RHu2nQgl0VQPd9Y/xuGchyN7bQX1E33qP4YRmoVgohhmrq0//8aWWc0/iy9POCb/jzAVag+wzTv4O2hiBkGVsVsdjm9HClTxUXxuI5ya9MMtnEyL+7PmbrSMyakmOh54xQ+MarOpsR6ZEmpYeNrH42t0sionKt1My5kaVTU/ky1P0HO2/giQfc8trhX04+uZ/d7ko6i0RZzIr6G1hbcdVOURgYllZ+tIkaVrVHG5LulrNaSAYR/XEJLwuWCDOrl190/tOJPL6fG867kTAbJdLkHdmX9peFu+bp3yBSytvmxm7+dT8b1cbVTnMCRen4MYqbbVUiarF2tWS2xBCh+Q3xwLvxqz8UsQP0lRC1P/C19mKF6L3yr/orovgz8Lw7Jub/NDiAvhquRv20tLy/+o2/1G5fmu8RLdF4ktfk3eQI6kfGm9J15v3ZTR5pfGwv9KpubjeF62HuXbJmuOek6IlMshdQNGthQ5o17zOf42g1k98Oez5kclKo1TLyVoUc9PRRJKBcvRFgvxTdL42pjzgWNNH227GdJULHtlTMZpPV2gsUCISNjQG32DZj5U+Ag1ax0VXhT42dztqMbGPZEOKw/yStZN6LfhsGID4/4IX1datdx6hPvp31YtaLzx/G33RfmZV8mNMevbhNqE2jqzcXvlWCktRpPIHm90vYwPHh2Z2jfwI+NypdkkeKtyLhmw6LdFa60HR9GVni4VyXqUp88vvjzF8UlhLXwd8bVVbNWL4Mfz4pjjRi7IuRDXe5TE4r/ap507qJWuI/je8bvLkcoEylca7dtbZC7eLxjoJ2xWVPKiL+k3WKekvNIn6v+N4WWqQWmea3cy57kSzqrVIax+9xG3vo1QbIjR7s67E1L+Nrxv26fKQR6dlnO9DqwvhirhlfjZJbCpS9K/jZLyYuZOpVGe213Bsu0UYxRlewQntYyOx1P+NqGSmmT/CiqC/NnDXQpJa9vaqXWxajqrvoBbWzEob2hiLv83fX5L6/jZfeJ4klCAxrAahE6R4ilIbOMURLEG8GhyWQb6BDAvxIpYXxtmInjliXLk+puIzPSEaw3hIMlpaZ1O1lyOMFlBsQ9NPcEUzW1k8RdE1XN+m+N//m/vU+NlMgPfQPmtsx5kFzonPt82dtT6wPxjjnWCVAiJVx6bc7yJit0nsFnF7XV/jaV1tcknUOcPZJqMyjqpIOZrafEH+TeSFTg/aBIg2EXuFKL3x12j71ibz/INj3v5fciyPxtXdOOb7we4dKB3Ary0vmVtByY0YyF2qhfjq6Ga5hOvtXI4wVbWIvSUfG2jekxrU+tfxuibaM2JTVm8d3AaiF687swyTbcPNGmJ/G0+J/xlqNYdFmKD4j+slr/ctMenuhWjSc1Lbld0CbzFz16eGPZCgz8LkTw+fnbn386ieVb43RflKY/quGXStTZq7v+L9UV53JduP/xt3NjudxbjPmQVbo7humPyUR0OmC0HyA1W3Sur63TDCJI7GMvgpk24z7faxq72j1578O0OQm+u4pdoN1C93iFYTWJd/7sJvPb1XPalcg9L/fjdebC9tNsbvcj3R9h7+M/98Ju1w1RfxhhZb4/G+Jdna/JHzqQmpJjUKLVbv34yi3yOhpl/1xtQy25Vh1fgw96tmvy7k47ICdzfbfUsTXGYbun+nKuSz7l93wrlMsc9q7DLsz0yea62hVX+ZeeF0/jb4s8XowvUrukrV/jleb1wveQYexFZzqlIOMn8b1rC/Ts2ZkfUt2L95M8bbCTQt0h8Zfh3cgWDsm5bylB6G/ZHdRc87Y0qaW2Crlwgf+r7cM/8bdybVt/LpG8muML+DqSxMsYoEz0MySMPqfaFLsGepBu+NKGlYy1NwdWD7JJnFiFvoxWW+Eyqm6fy0BkGoDSrfav1ub6+E1qXJaHClSjkMvvvcv/2N2qyYbT3UgyZLqb1udlqAMRtGrwvqq32shfsr+I1MvI/D+mMSnvunYVMMluP+pJZ5BpeW9O76amam3xBq/jSQrpbnHM1LUnaq3eM/FJXxWoHV//D9Kz5VGlNr+ce8S8f8a4lF/FvHe/je1J4uJwSzZN9fvjnf/8baHcMw7Furd6qSk6XyJuKsf/gg1rWvC5p74aov+g3G0Gz24hVee/wZ+ev8ELy/uvjekbGxzEstyfcD8fObW59NV46qXVmDwS8r1xkf4/qPjcerzyT6FY6mVubJVduw3ZotLRJ26o6ELUkG/dS+xL0qSlL+vjexWsVx5RLEm+x5ZmrMdW+OO6Zc2JpltDB+kCS78p5t397+Hb5bNMMi9Bi9Hv0uNKF94g2ojoE1KVm+vgSbku8InPjdOfGi3WNXLYsrhH6UcX1tuCRRFP6dxvu6s5rX4WQl/tb/426J1KjNcgMTHO7FI35ibCzLZ5AlRFSfCNeCl//G11Q1U0N2deR+J0Jo7u/NPFTrmbg1QoQ7fbkDLfqN+bJNtF6U82XKTn3mTh1Ci/hyOntJ7WoJbz42kTTYu9d2GxhHa8LGhLUNkeVO2w1Yqv/jaS7kv/iHr2yacplzheVmcn2MFIPw+vmdCkWoMLIL6wzj23aVfY2ys5sN8q6y109VY8qmja8yXNvXyFHmDJB56B0Jf38bP/SaSsaJalXYpozet2g2vIP4xQ2uIHvp16KqY+I308bz8v9+NnnEhUQMvr8+wRsUn8yW3o0ai+78NYJkj8eRN2U708TRk0xKimQrnMCqOc743Ypw5wraujlNSzYm8f8YCCP3SqS1We5hMv5f/sEHVYp+ttNrv/oRZu343Lq3trVVkwn+RS3LH/jZfKRce7k+0G9KWv9odjKf0209X/gotrrr8S/+WNtNSZiOU2yrdNs6sONK1b/h3hb0bqWZs4cJyS3637af9hY7JcE30bus99Zn/Bn4JyVqbzlvxtvc/VI+5bcT58VLvr6uLh74yvZcdaf42F9XM331Q6i9wWlbnuRBA0n/xuTaH8LliGzqEvZ6jJmKzJsaoiCbvyU1VBakSuquwXeInDSR0vjZfXhOpBf4xLF4mxxXqYUzoiM9LbS///jZsIuz2hNDGb8+zd0Fi97V6rW0HVL0vh7FHldgdjO/zf6wad3fw3vg5ZqH42+t83VJ5C+sdvkkDcpb4+QtpZN8NczfMZfp9eou0Kv1G48v++NrSl073P4T1k8sbt0sqhghcKSltlH1/newHtFEkN/v43duxVQJfQ7uK/Z9nNkRvj+yWGPfTcooyHKSQvZJ8v+3jamvUjdIb8eppytH+d3Cyry28FqrxlcKhQu87fgmhkTf3zbJfjeOkxaU4Qc7b7Yj2nssgWxnbJcnK6z52Di/8bjPFOpvV5xu6gX6XtQtq8FmMUP6oVKebm+M8wXdo78b2xcrK6qIkq2Qhw95/Jfjud+NFDag62ll3D/Vzehrm48n2VNY/xuwO0qZ7Eq3RsFiviz1pmkX2Tam8dj96dxd7m++7YY0XFLFp/8bS/pNqMuTYS0k2VVYwtmZeL9MP9mzWErhPEIxD/w7rXSU+1JCrnCko+N/l/XxvL5sbWrDxdhWO8TgACZSUD/Qu2N7YVp3XqNrJrYb6Xzaj+ZtabQ+Unb7+0HUSuh/GztwraGPJpK0WLsqrp6yrzUGoV1qnfTIXCf6h6r69RuYogc6k2pVdkzAjV0lptdrvfdhWrONECATCmHChr+aJQl/1/bxEjhGHnfWJ3f/Hs8GfhfHu+V5OAiw/JsrPf8bTaWhLDf5zf+H9guZ0b/bMiFUCTh8bUUU2chPfS6sxdJ0fZUyOVdkdl9OWgIz0h59MiPTgcDGC8E++07PCZikTRwPMJrLYyAYcVFxT43V0nb+jOJ9nI38GDSscU+ZMXUMkvR5knHLjNcTUcY/Mp7ar5e7uld53G3mfLBfxtVzlTxfG3cxrWXWj+z66M3RaoTrjda5LIdjNsVQ5uSLRsaGZo2ac2342txhlWHKSehM21kPkbF0x0uF5kBM9TvuTc0fhn/w1dpwMl+3dRsPa1r8bRuS1S8vGfKiUNxiWmC9Vcit0/ZE5QfomX9RtnSP/m+kHbaleJOT+u2Z9KzVbrAJMFp2UfuX+r2dgq9Uhcgd1P/h63hVozq813Juh0FPakhTAIRla8+pUWd39ObescK6X8biVa2pjIGE2VdYWxFJmhHmiY/mUnCJarSdo7GQNcazWakOXsyJUcxVB/8bLyLaDMi5fXDR6EgINcGs6u6TWQ7u3okuhju01/JeH50nylvjZ4nc9vDMgRxfN903c+yqX/Y7rw+O7IEiE/t4altTPTfLJ//G3PIg9TOwks36TsP6WR4zt+ITRPUNwZqZ9Am/aywk+bWsabhiH0vN2gtTxF8ot5f68blI2K6JK81GsnVy1lt2n6DkY3K/UKIllR0zFz6xBsRh60vjYpXHPrM0ls/mNLaEyLoPfxqgRqukdZpw6Iy9pMT5Wf+Hqb3fEWNQ95ubx5fXuRtF1nPDZy6mCh/D8I6X4pspKlhf6DlxrFgEzyTrnNpkH8baXT6qcfWN1aT9lqMiH/8L3cWh44hdj782OUr+jIzDHU/Gz8LnjG+Y+jibJbi2SWNX+XaqinACq733e94l8b3dxbWCtYnLLWLXH387h8v1F3KJ3Wr+zTX5sWVznp2S3Bp426EzQqmo/Q/1NuZktTQMshhHWHhOrGjm6CXgDqXhn+Yzy/X43zBgjGQd82pZYdLEr9Ncj7PJ9MdixG3ZnnFX/0ydcjiu0n7J/xt3QPJzGYaL1dha0p+I/gdWDmjut3g+zmPODsfIXxbVuG9Gz7pw9P+NnXQ0+n1+N2/cN+0iat3o5Ik3mSd7+LDJ3Dduy9Ffu8O/G2YhVqc1VQ6KpYy/W495P8O7aKKqPVyXDLYyBX+N9RXojGbIzRLaDyup+m0mNTOVDa4tEmkaaXwo7yBfl8btkxbsX6039NTEtIr15e3KFuRzRHNvqQtGtbIJfv1Cs/DJ6DFkQ0g+f9PgOJEaybj9NFa9I++98b9dtSdZXirJul2uUmEfi6Ffe1SbVdjGPlsF1/cARvZxVHbdVe2DHXmPj2Et69xvhb1jYXvxik9UltugWHqS9okpwLiXuN/5l4d7lF6X5tmTQNuM2vdtD42yJeC7S+06FW48kpla6k53yYJCwNQHxXMy3Nd9O3CXTve1TbbJ6SRvjRT8btcOakQw3qg2rU1dSM6Qj3GmvRO598au811nhe7LRaQQYX8bySTaTXrFpIeS4dyueC37qag/ft4aS0reWypcB+P3KX/vGyWHB8nKLbaxH1s1Wtr/uo0s5NRv9RzhkX348s06+ABifrv36GpHy8LBf4Ktz8/jbP0z+H/e/G8+mzOMLApqlbMFcm+dowruO6mEb9gl+TiHPJNkajQ8z42PpmZkzc8ps7qf6WMVfal1tnnkDfxtpdKHvKozHFf2Xc9fimvq02VtfRfG7irKM6Uvy5UXnsnNNNXv/rI+fpZeyt4jS+CyEaSs7d1Tm2P9+WSV4M/BFKFg2XEcAlr1G7NlHwNAqXld6kTnay7Gj6afL2l9wCRQkvyKISGjwhWVdiv1EnxuoyGb4FHlbgzE5s60DBBP1S+cZTKW/cv9tIpUInrXrd70efH3fsbejnmBN6rdvTfh6nyyXazPcwXUGLoflt/rmwS/SNUedEWFkIT96fujwFL/8bu1LEbtXbvwPHSZy/qQst7SxqqSf4xFnuffpH8d7yVqNKp27fZ+N2fkUqpO0BSls31BZOb5MVhQ2E7/+79f/XqNrmJrWwtzsf+2ojRfpt0s1cZE/fEvuA6RINq6eEmmEMCqVwTRa38bfD1klbHC+r8O+5ewiDAJIrCiU90gnf9Zn3MEE9FxqAy/D0NzJmcaWbh0yf6iGYJEe3m63djEvj6h6Q6bqODX8+ExlM+nZFyH6ZcFME95/dcj89/efC1/1VLqT5kWzfja3zuwakp69s1C1+N0yNuqfDnK6uL5FRYJL7vFd5+W9/w8rNDrYYc4JNBeX7/Gw6Ua46orVHnlraHOk9le6WhPviLV9wHG0LaRib6OX0Woh/memtj/4bF9Nicr4dmizk7Ltvl2ud1yaDP5whdb2h03qQSVGVxe5v/w6Re0QjPh7Ev7vcocr77OH3hH4Jbtsm/DfyyTJF8Kxem59zuWhfpYhC3M/8K+Xn265+301qe6f/hXvN2spHVEHpvP2HYedwx7N/hnWOVAO1Sopu1G0dk34IqaNHy2XMH4dt59w4RqulfnmhuTjfK+X67wQnD1Fv/oDxgAALcVBm8AvwHn5w0vCbh2tx3X4ICZO6YlgrGZKzui5w9zf/8b47pq50q2XGWfktf7gQP303F337hi3Enomm1MRtfkPaUbSTor+NLiTTh7JsqN0O+9O7uxSC0FkJPlMrkB4X5mPsRhwwF8P86ZbbqMoL118b2vOU5iNIrff5f38EHly9z7VqAi+HaW+ViX9fDFpRlVP3GW31hntJVcpm/4K+hmueF6+TImfxvLgfMmRfO+wepaHserj+AE3/193u8VJ77Vf8EHOST1TdX/OTWAi1ebnFavgs7RDVU3l6tZZ+CDn2fcxODxVFQqWM9TmVm8cv+uN8JtRmHqyT/TXZV1k7JucyKVOF3aEu+Uj3ASb6ml6736+H/E8pNm1JV+UXo51+ctn+49C+GNMiyJ1TLh6PZmEaIvq3hm2fw/3bdjsQR6I+NyVWEujqXPbLuEXFtfG8PTJT7VvWX7zkPHSTvmucGd00gkNjbp0clXwxhQ6oG9JEkPsv/WrB3u3VebYDw8sd4ty/+4f41sn1GdpcSLg4mFHFbsJv/Wo72hL+NjDXYS0PjeJsBA+TJ/OMsI9S/mZdccEqJHTCnq+2Xm4fomhufgjkXkZ9Bn4J8rN5tDtMO8xFb+N7giezr2ibcu+krTXyHTf0N9mmb9Rvc0rT/DuOyDhumm9Do8PEbS51FlVNz48/qB/+Nu4Mpiy4ik4f4H0+qzLdL6j4IFK6JvBKv6aSP73vjajN/LGzmNaLGjC1t7eVviia/mU56dMfb/RslfxuY21e2J9vGeIvOo1V4SL4PpdORQ+vyh4Z++N8usi5dl7047dQ3qjZoCJkm5X6CFsouYvdRqexn42idd1OobbAeq+yE+0IrO6l1Qk0dEagPjH4sY2huvQxU2Awz+3+NuZVU3UY9V7xN2KFiJl8TFg0I386Mgzxk3Z8tCkMN7Tvj8blplv5+Z7UW7Uekzdmjvxv2feBbTWtPlJM0E8b43GdTLQn1FsidBb5O5Dss/KhlY3IfoXYSvxpy8hcsfpfGw7WJvVoI6HA0PnGfaT8q5wrkQdpVkWa9U+Rf42I25os9id5SAkc4dzbbnTd+Ww97kVv+lsXvFCD5ntv/h6poq6/aUmEu1HY7qeQl/dta7/MXXug3N6b8bWf54n0PedJyLw/kKCwUZ6/gZlaTef43rTbBfcc4LUssZV3yqlHyTYfm0FMbA4Yr7g7to4lgme4yfxs/QjJfv+bmOhbVdfC25kFqqmiWWk1yGi/8bb3jzLOW4X0dUXQpX3k1wSnTVWUBQixvxvgxek1rvU2Ox/3Ps0vYa7LRVqsbKhrP8bUKp83r10IrTqOoblHmNWNmuWKHMYgAht2mLk2VfGWHe6CKaL8/xv5qGyeRLIvrpfc2a93ZxaW4ykVwtKkbaWvg08L7Vrf6m7Gt+GxysXxtmJVH2qIm0dqSmvb1nojnK+UnuPqQZJz8bZrR4mXk+IJfSP+XRFExlvf2ypJax2ghQ+HZXdr+Ns3VpOuGhNX+NuiEamxI4/n4b8krZF6jFfjXpz5kRqgTEpXblc82o+kM0NPqhP3CFUd/G5TVrdinKXyts6w/8rND1eUn7ot/QIsppT42MSp3ZxW6m7G5NxOXeRMN1ni+JwY/UCXlWkn4Uq1m30z9Vqx82B7zM9+Ni9wyyqNH5op6QZ5SpZ7S6VfKcbCRxqO3ppn742NUmlw+fEbpn2F9SZ708d2G7cDnYee7/G0FM7P5s6Qhkt2FaoPRtWHfCWF8wRUrnrhC14/4erl0YjvNqIlnCoU4Vb/jwz5Lfw+afw9JnYfyB1lTkW8+zf1XagUXyarHtmaulL/7h+VBK2vyxJ26m3nzm+G2FXnjjWoeXh8+Nx7QOPsaztt591Jw5+IFcwVCpfvjbAs5X8btKL0ZqLNm+82nUoeVsz36VHsjB/43k7bLwtyZre/LCF15vHoMpvv/sSBFYQJPy/0UfY1b5rcKxffG7N01ZKbw3wZfL83JL1lU0fpFm/+Nu6eHStWUfPxmrXUTxq9rlPKYXtPPT/OFQ7FH8kV/D8KsjOKr828R9zUxWkMM+e1Nr/h/cu0F9WuObDvJPAFjOMH7YpL4dOvzeDvjZM8fyaHcTzcN8IFP0VK6+a1k6WqpJttRfEzJ1FP6fU8GfhckV0xqk/D8vj41/GlDtCXd4ZqXC3t0z8txk5sM0WwXh7XifvGp7DDoarWA2/G47x5Uvlnup/t0t0jY2G3w773wh3yOk3+THd73fG3Yn5l3wts2Ipj2MmOZMlx3aD3xveuNC0ejv2Nr8bvPgn0mw754q8+CqxDEPybezfR1aGf+N3PoxSN+Zos3MyMPfKcoly1JzrBaGs/CPWxal1WkREE4rf2N1ahXW7bibjeatGcj8epZ6yoyKNBrl5Opc6UzAkez82TKbuXIfDs+o8Dlnd7UnFNz/OeSgUXPfms5DYqexT65FR/8bl0S7U+8PmmWte6RMLJu5rZpsQT6l4CHzKX33w/7ndoOs3G6fMOO+G32lWtr43ukpzx55Inj6m8F+LHu5sXBCh9cTFUZFd8UMJn1W7+X1rw7FWq3WJ8nqLuyRSwDpI1OM/kL2r8rN+Lq+NptjzelDfWZ3GcVcbmklogJHqn1t9Kzhel8bClbt3Z1dQ1wWPl0L19TuMyRC++ucf2jr+Np45xxk0Fm1dbjk6vj9V3VWZFGWNQHzA0MReikbfV+qdJrh7My4dob6xt/O+DZ7SvypZjWeP4iflb8vvS6PtHR+WoU2r+XKVYJJYk3hPj8bc/1ubE3l5DjYKc9TXTbKFodiL/3mtKRGbstWS/je1NmH7baHFNmSnpjU2jx0l6MpKsmwtfow6tCK8u1bS5B8bCjVFY97LlSxVNhzQ7yoSm1SimTbtXCa8fdjtWo18sQv3M65ultLn42hVJ7Wqlkp1FlfmN5ueUXRgvKd6dxB9gikqekDCc9TLmaFeaKd4jbH6dG9FTfG3TnUW/6Wg74oqrZVyp6QqIlcKqr1Tu6VNlNCqRzJfv8E3T0HvoXs4kgz89YS4+ViTdt/h7cPhrSquFc5NV2nVcF3LOQf/xtLRLF9+vaGah+hdHpd/e0HjpC3WHCLrCKmaEihZthj38bJGxqaH2DYb898wYRJYO7tdgAiTc4dXaUYh/Lz/sm9c0V+FpNVqZ7WzLey2vgBJ/RYux0aCW/4LXuCCE+N2DNTR+qkCpWBbwWv4IxSxk0U8AQQdLeoqLn0wTLSCgrygw/OJUUN4fIv58PjZ73NKpedrNslal3OC1CDTVej7Cq55ejy5+/AHEZTYp2nxG/bunuJDu7i/84e+Np2cdwrT+7EZvjEh66p+qOdKIqIGHqa9qRPQOFyCuY/8EFpSe4OfnfN3nwPN4P0Fp/6+xskJywN1R4jhfi559vGdSCUvx0rsHU0370fxvSc5tvkxXdZyb7X2W65KA//2OBvrbvxvm8wbm9KWBNbrsfpZkNWWuaUdPM4N1k/G1s7uxdlF9mF/uSYUHs4WdXYpaw9P+N5sd7qTNZIUapH2NCaERKNV0P+ylONr4CJla1XMICX+ioEnzpFc7n43fUufrpiGinRPk6XrPmFN0evI1Sdflh19qt5JR/xsfZuG/F3ZxWbMmF5Nawj9VyITP9ywtuwuFntcLLXq8F8bdyb5zrZG0tMJ/JwqbMTuR15LVGIEVn69Cp3DQymr2zNvGtB743DPwp0zXUs+WTe29XyN/vB9bqrEZQurzL9nbuXm/PsnU/5f8bXWNJbyiKaNOJVrLZNfwSg/TdGtbNoSL/lvaUNqU2x13K7Zf61G6PPO8LqSDtmSew2dLXk24qrf3uMQupxAyiRp07l8eZCt32OF8bLEl/DtDTvvIYpdP8/r5MWvx76hzoBKjUMv0kKyB6F2mk/XLwZr7C+tO8vllOSrBr/jbabw3wNqdGp0UI5OlWydrlfjaglAVMdEiGHc/Dj8GYrDb2j421NV9dpRWjasFNzh+TFaz6kp/dSZp1Ka3oFgi5XzGi7x8bEPso7tpSKcmwy3PXUnJXkXvCJ26X5ZNez/43Uh1jab5nv8L919UFjd+zNJ9WVDaohmbS7Jl0SgnbLTz8b8siN/EiqR22dRSS3O2yuq+dAn6l12b1OQzR5acwMwNf978b0j1ZOHaYi+tzVtIQ0PqOZif17xUNrowzCIG5KeHKY2k5W5ul2GL+N5N52oETy9dmYetwrqLbqv7GQ7iORUWM1L7QUzIyLikzXfF4JfxvSE2FuIerLVKTWPTPN12bMXmqeRSGSpMmSMOqytTzuJfk/G7V0b3eKpTTJjM5I0f0fk5qXBMR1z2eHuFE+9/jbPY9Yk33a7fbPbIG/lI4+MFqG0OzKFbjt46Q6x7vsNPdueq+q+NjPP7sCrRo7jP5kOXOokk/MPnalebFtjsfRzh6GKhUz8syRfz/sx3P0fbfxu2W7Xy3mxD41r8d3n0buH0fBKjTpYaHL7RGgW7UkcPd8b43p5N68pqh/HddzNlNb9mApLqF2LI4ro2GULHbd0zF4X+N+mCrP6aJe0/XNDBPl1Ld0itUd0L9JunL01NAcR/K2qCG/6JkD8qPjdkr47+/WRy7Mew3kPsui6zyTX4aqa7271BqWJL/+N243WnriMtFzEcSnLZMVt1NkctwkrjGQENm2hioWpFpPSr1kKEb6cvt/jeWI3560lblTpulncZxynm0rJeVEC8gP/RH14Z+EdJ5Zf3xs+uoTHW7T2Ef5Lm6Kzqyh3dy4Lg+/Gzi09HF6vjekjNhz2YpbMgWZHX4deC6pGPuagUoZ2X5gRIr/fuLkM7ofXAaE7ty/643qqXNjMH258FaWo7b4qW0wItsEPujLxTYJZg3/BGVnsDk9BmX/6DRpH6wZ0n/8PX7SN+JDU8nl/fD/mkSnsuyNAk/GzLc7rlx0NY7FdJdlTMQakVCwvqL5DEmfq9U0tL42r9ZObEHCxqfZc1OubRqqHFFi71Q3EVFB7yz/L/fQ27XSRGvosL6j3ktTL1q8V/HIh5PoMQG+p4i6+KuvH26ipglRy/642/z9zNn6KpbEMHIzRbMy+lZttmhzv42Eakl+6wj1hrlkZa9XvLvLOd4+svP4h2M1MBv2zUzuo7vF2lGP8P7rrVzdE6Ztsm1zA5QnnChpVx7i8EVNeH/43HzeeulnhS0tdlF5N//xtXlj5O2i0ltm22Bn+7cdpf33jZ25ZjPHHO3S3Ni3QI8FIRMqCzv6OPzNxOQribkns6Lma4d/GxeM3H3rL3+UnrvxtGtdjWS8agP6CKGi9FbG28dJ95uE/jbJsMPVjcsO427HsPUzHa+LMOgVXm6+7ej//jcrVzltZSxT/F7Ch3B/kc8lV/xs8v3y2nHvNs3D3lJzUVQ+2mIphHhlLYX+NrLrHpnU1icF2d9teZfVRWiJXmTlXxs5G53OuvJUu9i5wrEWBN7i3dTO+syaw+NwmjcypYpnjlhR9v29Hw92eTwVEmo4ZnuUkiL66jkx5f3fT+NnI+on5sZ8WszG800eyzqww7lNJzjcWyiqXYYv9vjZocXhris+xSscsuKOGc/yqv02FuHfjcLartkkfu3E++4g9GuZt1MVYYqtysDwTPWMNbQSr43kfghKk6NW6foNC/642aAzdc4aJspPnTmqKo8qTNceU9o8aFIbMnoBN0MFPPkN0bYh99r738bfZWdy7fKOWHTYlRVZ2DNZLiE3reOjUCJINcaR1DyWWWrcM/T7lRczdxZ8aTHLnLGskY9LnfJB3mfqy6s//xu8epS+6+pmJvf2XQNVy513SMrSrePh/ttxvGfXrHMPhmwukrGaXxm3tRXcLtcQZ3HfjdRs5S+djftRM6u5M+p/v7Vjlnp9a42+Jfumy6WNXlvInfVK3MRsyP0M6WRErf7Mnn4DkWHfzF8bj3NTPzeo+pPqy7Njup4iXJbySQ/cv/uN2wjrIpqytR9E6ae47U9M7OGVTgrGe6Zkwh0zrcQr9cXxt/Jsrbphj3jp3UXv1kJZntjWAka7cQt7+qRfe9By/340pLVQgTfevrjmp9chuk27umC1EhsWLRybuUkTO8SQu/R3QNmfgiIT9+/CmqrLrlsuZtqn9+Hazi2/asStRJfoRvplqNCmn042pQ3vmv4dqGdv0ntD13uzC/OgRuqnXSuG05+CK1WXfjc+xxXl0YXdQ5jn1LRtCpP/8Fm8381Jpqs7vwQXdzZcuZ8ZK5X02tv/8bdK82XyH6tC3xfXrKj4/8bXjXfg18Eurq7Izf342/syars21z97UYuV9DVK8eHklj/4e3Fwwed9bn3AcRlE2XH5I/8Ec3V5Qn42zesRx2YEuWYqb8hTCPX3moEnDT3vsJPM8zdcv9+NqalusGuVvbYzXbuztizU6h59kzksSfQ4+8O6WhxfP+Nm6KoYajDpd29sV3Q4VrDRRkz3gl1A3JlGItdObJuGWhH43JLbr8zc8susw+OxmJ/1MiLIvu5Kxe+pUnLZrlm/UbQHJxNy5do3SXeQ3yrsuht58hWXdXTcKqjJEvNUs93l/1xukWBs1g3VMedsmvbaEfk+R1En8u21IQ/y0tRRLzZD8rmvUH/GyZ202Fel3kLev5sgGijddfcL7ry/X0N2Ky/NKmZiOeayTNBTPkjPGPVbOZ+HUtDb6f42ZVyPbNPJfl1ceTH7URStJy6dEmrdNYy3k59319jcvN29sYWtiwdqpiJJ0ZaG0+NpRD5B+EJn5eUzDp3u/xuJbXmX5tdNuq7TgT/SpZNKsMItBL/a42qcuXU1dBWuO3JKNU1RpPwGLmeH9cKD4Mua113EOHpf6XG5MU2OfK2p9iVpL50jRXHGmaBNF278P43xl/dnLE2t8b84XOupJvxuqqqyjz4y49cd3jxrpBEIW4pRumRI7GSZPY2pwVZB6ha2eyRUsnbaq6G2Ph1cqenW4TxH9RcP1xyC8hK4NPDmNKZC6Lfl8OpYnxusmVfjdEj3kuU+4sBBsEfj5wPrf2WgJeWttJVuPyN/cvhSahvsrKze1htoN097WCfoW4wWhvxtJTZMjnn2ZNuGSzJ15gjAaj7E2Ebau+PxtrTZDx0qqcIdFkv0iZ6R8vn4wuEXfvnn/w9aeYfqezPLzolIud/oyNpNTPt2zWeDHxstHLj3nRV1C6UjYyYvz6qx2YGVfxE/6mldQcz7BxmfBBVnrLmbDYsxzIx5BcNZ+cttB7N9fxuslvT5+6v8ep7ebKQ+cBUKUnbUM8Rvg06NzdLbx8bZnSd3nCjYjpjOpmHaz/p+IP72754YQgt2R6z7FgamL9zHz/G9fV9nU6//42bD4NNilZTisiStSUSerNdv6XO5MHKx3lQaPwQYU3D3lU60W5hv5AjTSUjOeq6K+V14yk0T+NzSw35UseXfSnisEdkHWK3fYb8eNr0rthu2V9fX/+Ng68qWTe9rRZLqaDsOp+25iRxcYcsaVrz5f38bn41U7T7EdJ2Zr8uWw48KK71Ty/qkOFB5Er+PMz7lPcbRvO0taQ0WEbLrc7iRHBvLJ2u8+wmoSo59K9quYtOtlSK85lPfxu/k9MljF1V+cWlDZUQysdR0RYTJv6L0FczSwG1vggy5CzHcN5JHcN2pvPY8zCtnS7P1uvw/rZjt0Htu49Y/Fltxp1EhnBtCqKLFUCJ+Nh0jitprG3xpcyytwcW8bz9rM/Cvai7hYcmvQW6bS7rd+zBUna602bMGfgnhxJ2px2aXpF8O63Y2m/SbNJlJK36k5W0mFtKkV2lwwuBzrfG3NLQZa0Wi45UlHpjZHsHf02B9cItU/MHB+pUugwUI3g74WqErUhtVOpH4/DuO/GcSDSNDaEV/feoRyc4W+Nn03eW+0XkvQqa2067ftLnWXgpKvfC0Pe/yY9XgeDk5Vf/4fKTzg7ZzY6bt3X3elppXbE/+NntdmRO7t4bPG9ISnsDMagNqKtPyzepvjP+9bgYwf+Nn1VaosaVWvS0NWyh5JjshRYoJVXjqX1TGds0rZGpx/GwV6zXep+IPV5WBxkbVkV0+LRHlECM/bd+v64+n+NqSS1VdNLob0x0tPEyVcePwxQukf435Tzkf8bzcWy6fy4lDVg1WsVPkcV5dEY6OJJo344S4muUZ5fGy9xn1j3R1q2RP86RLWwY2EThcfigMhZzWuIOfq0+0sHf40jpabbYP6T875NX4nWvkvZcuhboawhtNL3qx549PjeBn3S2nlpNkRYujqvi6qJYFv/43KpJR0qs9pKN1m+V3/0aX7RB1slfty03XfG4rrSLguiFZpuOK21jZFC9hHlvcfCHXt56Xv43sa5jZt3ThthjLdhKo1QvAQaHJO1/IWBFKl3x8lItv43pXWT6kI6lx3F6WJO0mRfc5lhykJuVZScIaZfxAj//1NhfbXeN5M3Glb7tz6q5tfEs0elzbMS3n7/fpMHOUOSfD3dRigfqfko2Np6qm9yJlUfOH27sNtNaULhRLLN+CE4Saqsfe96gz8LmrJpfZeOK5YrdYCbuVnuO4+N9JJRlTZnbZBYqzfHWu4rDKhkHpOft1Nx42En+03EZf/sbrDZ+PGJ28XdbZPXkSXhoG9f/gk44t5fgrz+rrpu20mXw/rVSfe198MqL0/hTNydmKq5Uq2JPVu3VLkXwTc+RHvMovxt8b9meoh5v/Mv43ye2/ja73KdTdne2TpM3n0Zx9kG5wyNqUf8b2wufP457mk9txqh8c5FlveI48k/GzTZYk9Xm+8nE/zpuna/VPGu0mxq9olXahdL42K36s6ZqN5ttTt7g1l9dO9gqv3K5Cteo2sj76hkfzXUXjUuJ+ei9ZJFxJNP/kiS5fXfG3iE8b5q+5ZeGq2TL9wtfRlH11+N6vn8+3flYuXlRlwwOk3h/h/G/Gvl0n1Lcoi7Naxguwy583Duc2v/4d8KPKsWHHNjrrlaW33Krzmb/r/+NnN8phrTTefOazgTEqx6mnsxgm6vhiuTMXf3wk+l/4U6uTPazdM3Zj/P32G+GRTNfOph2kYM/DUvuphv+33+N4fO9u6vnIzfJsv9dDDdZX/+Ntp944t3tLKnZlz35HyX8bU0Xtku9St2ebBXvq04+wf+HcvXfGfB2wtnmWEv5oif33jdwvsWTCZbpxPPYvOXfQl8j9fb6/8Kdx5sljm+JPmx/b+xvPybk5+T7Q9mrNfzbWTaeu8OVgbc1EuSkRMWi/xtH52pSNnVp3JvPjdRb2VbP4NUPjOSrXxA9Br/UarYStPzX2N9rLru5zjll3+PCIy5VWgtbca+5unzPf8bJtypuMUlvaHVXtXlkAhNgTbx6b+pB7rP/G7Daoj9e9OFnjqTNNj6t63yteeMhdisr7KIHcfnmXLN8DsZnQ2b8aVSb5yVqV+XUSmdaaEVIxUt+vex6CmY7r9RxWsCV+xPd+4469Z/YvL+/jejK9lfxdOpRoyjL20rkAEy1WI3AzT0ciOz+u2W1Dd/G8bzRnSjVLutm9m2vMgj0lEhXxzC2pVsPRXNR3xssxmhmNaZu1dxWuubj1x8ERgV+P0ao0NiquSE6JGpaLyRbTjdsv+6jSSSNJsa5NXfhblck6jEBsGLGXeqOPGpDm/4221HPSbHny5ThvQs8y8tQT1qSpYmZ4XmChf8bvNnLrMUZXbK3r7p9HPwyu//Gzaroz6jx7iXQ81m1dtf5heNzLBPyl6sbbk/4ep/mfwZmIy09Nv0jxzRWDDcbyC/wR8Me2IM/DmWw37X4bub/xtbttSeuXZyPJp/MjusBiBRXa4FBy5Zs/ggwo7yqVw7z9q4zhKNo94+VMv/qN2vC3d+TtTlVnqERgI3S58rZql6PNqUj42UrJDzHyJFZNqtUvBFnXV2XXZl4zTkCs1AzUaDVeK8cDb8bWZL14hpMT9ey+JfsOgsZ7/xtys87mk5y4cqctx5UnYLNj/PCzlcPZyxX8EE3Z9LbY9Vcy756hhw//G8mNNtmsy9WZFfbJ+SPL/WHaVZOjOO/CuOvar7ZlqIf/4KNYrJw76v5Pw79Y2q9ZdjcilP68/DVufgq5FiPjdMeesXW02Zw+N5fV/ZtW0kpeMKrkbH5lHUH7tvVDW2SQvfxsjVVkXPN5L61CPc/dHphuzli5m19wRGqvWfxpQ/Q9Zm/wbpRxvfifxw7sUPHW73QsBkfVWz81C6aSoll7Jf18bb1PlduXHrGlQev1UQ/kBHsaRg3Vb5aWYQ/vHNehcgd5+X37xvckUIrQexpXVu3c20IPjm5KXvFoM+G+lRFf8akW9vbU/ja7yWR1Hla93UUPVJd7mWC7VIXZEK0hN/25HGPoneFe7iXqtF+XhyTmklr/G2TWsXPMOlc7PYNiW0fkwl57y37Nab5Es6aXtR7usRJG5b43TKVLTZ73Qe38nIgNS7KBk0LvmQ/1NUFtHlRez8LWqYT7G9Jf0NWbvHfgz8VkuFXGP9bt5f+lD/o6xFnIML6yEfraF6o9k0fF5Q1YtTNDqSFB7jgdXjGX+/Gwvqnl6H5xvXHyzqtzcaoiKyqub6FCbnx/xuOxp1JtXq9G1l+VruN9OozQeoZu+FQu7hZ0Umq6/Doyner1D92ZLSLuFQtwj42TKi1emV9bMr/KSUG/rNPLFzWw5L9fjY9dKBR9STPnUZy3Jzak6d6hnYxd1jsfCd1vcVvpb2M3dUSGsJersFvjZ+HvWFTS+KFtUV5Nm5ZCOThnJx/Cd+HD3WJdRpjnn8EEKNC11KnRcC2GP0L8wbDjptpkCo9dDto/42qaSIumGgD88dWsvCXaRLWPf2eLK0q8LUw48EMbX+dlYVXljPZqR/a+NxzYyUPVhd3dm1u1sQj2RL6hSjFGXovKIehpWQJBtNOPXm4/1M/G62htWQbmWyXbVn+EbG1Ci9ABCbISP3zWXVLVY+fjZstzrbSlk6Eslhbjby5pAzDZu9S/dswlduPjeeRwatkC8Jcju0SUVHOs6uh3jFVk7Rxz2gk/uJNd61dL7/jdwIfq2c8ncI66fLXcuURKyhFfT0oVbKYattjVAIXKVKS1U8Jb+j7t8vjZbbY/je1KfHUygPVs5dxC/ert0v7tC7HYwKL40kpuZg/L7Jb+X2k1VUqGw+UtVqt9+X3/D0+YRsn0LelvtNou/vUapeX6/G8QcJ7JvvfqTq/PoPdesN3RW0Wwh/35f9cbne193jPy/SPJ5+tro50WGbN9w7l/+xtpFSSx7TrapNVHF9Yj4i//17L/1gjk8n9Bn4XlXf6sb5nY53/4U0mZazIB6l6k/njiHxt+zjnk60D07GKS/Evpv0OcEV7WNYDwnwOyyrhf4IJ9a9Z1m4jr/HlBvqww6L33SlP1CCXJ9+o3FIz2kTHvAjeUCiv67lpPIrfsYLKj3sXcEyhOfgg1kiY9LiyNJ799uEfaz/wWSa/on4u3Vfj8FWSyvamskc3HO5F8FUaXX5V6g0UHeK6wCY/DvWQ62+5Np9qJ54sThfSJBT8OoiuuX/2hsZ/v66pvphK9EWs/9/XXItH8bS50/o8EX9H+2Z1q1gsUSpitUZQWkj6nuG5Jr3G4sl4Vq+Usu8nuw0TSUZlrYyGmqpoqroqbYeav43HlzuxmJY29/P0kfeobViSoOyWon6jjiV96tPfxtnfV2Qd3iOXWzW6c+/Xq+W2+WY/v4KdTs+1XHp8i+Nw/SHbjGt1GFhjafgZJEZBNJFPGIUOU4M/GIZPtVLYaipAgtG6H43EzZbLhvVYceVSMP5Wqf5O94ge+u4bfFmDc5NUVzLFIfGxxbk2O0/rPPEbfjX6tQI89a3YgX/POg+r8PdLHGbk1T37U3+pp7OzDDR2gR3r1bqNS//QILmYrJ6uXpruKGahqniezfDi3pWolrPharQfP7P+f9RcwZ+HLYJ2WV3cQzf/tX/4ILUh3umwsmdi1mkoyKDmcGWD2BZyP5f+8bz83lmebxPU87yKJ9/MgcOlB9L42eSp5HeSvmxWup4zbK5cZ5s4yBnz45ZNgGnWxsDbXxuMrN0+OJmfU2Un+/N6RQu2HJpf/G2tmMso1sO0Dt2LPzYV/Ii1p1Cp0Uv8NoiN6FTrvGxGrWWdrMbkx9vXON/1o0E3TKe9lTLG2GF0vjZ2UzNtd0dfK1KXYyNlJfVB/5QqE/nxo3v8P8mLYZ0dm+OcaN71wxJhhdo7/BfG1Zgu1NJLIjP5KBlNoT+CvrMfEfp8EBDuW+NuW53Jj/t3TqS1jHaHaJ86f2GLlb7vdRsyLs3Wt0chJulPpsI68J1nPrKFggJ9btavLW99pp9w/fjdrUdsriCG6sDVC2ahcs2byZ4veUO6xNyxofkLofxsL0j/zDNA+h8q2zH4rzsn4HZlZZx46q5neTcGWlyPsjb42VgjuQKmmSvwtqMVo92tiZGMqLWvVHJ9hZw1CofnC5p1ypAbt0039PNazbhpN8blEttNo2ePVPdQb5XMnTM9xHY/Q32SUq9Q9uKppNtp4jxX/fhlJGp5aLl44vJn42sVnm5+G5ME/3UNlKN1mthYBty/zIdbajgk5m+4L09WqBe/DtmE2p+RLbodZvi7H8NiwywI+N2jclq9rz3bDr8WybRXTgvDWdLXiZY1h4p8htWLFsvcv+H7VcsStUbgunMax/htKkE2032WabsszW928j1BqusEF4ruHyo89M+gC1dq3uh/L/fh6taxDjTQj42vrkE1W2QndzZk3Ki38EFDo6z5LGnjHl/f/IuXGCsv/WNLbZGU540Uqk1CTrrWLux+bk8wR1xo7mRABi/XY0l9L5fv1kWX+vG0eKaLKCDVzuAX5IsCp1/8C93Q9lrN18iUmTV/85HgWwncQv1l+3nYv/G68zJSxmEr6ar1SUAkWLjM/JfQQ+SzSn43cJ1HHRiv0I6aiLAdrVF2QTcqwqL8hbFTjaTQYhSnmJ7niSrIaBm8WXVzMv/qNj1Gf5dFxuhil1j2TuYFSm/vw/kD7B+A3zi7gg3tTP6e0PHAI9WsIL8179p/G7LR2mI1ycbiSSuyXrThNZtDVbbvuGCCf1p+3OBHW7vV28nhv8v++NJKdRn0v8jyl3EIYateNrpqRPt8biUSbR38O6UqXujHu+8zHqun//xtauu4Jv13b9Q0s44HvXHba81gXTSYCFudNH1sdhiHF+NmyyfYlVmYbzXWJI9bsR1Ld2ev3uBkqjvreOaQRcSSyfG8NwtswrXeCvmd8Se1i3MZMs4AnNq62nfdYicb1FqH/8bHVmNyovtq2K7N8UHrXjVE1ftXHavqw03pw5uLQ/grn5M+6Sy6mw+N1PajkzNJI3ktmbPsO6OYGJsWDG1op0BxWS9PD1EuV/wQbq2eX6RM9upBqi/+NKjK9dIVtctMe1O8eBdUYWvKbazPAUoOp3Qm2v5ti/WPlbN+NfXR+X6/BcZ4/l9VBaiADXwQFc/z3OM1adMboWnEIdPrxqEOUm/X2Npu1NlhqmVlQOuuljGOusm1HCwAiC/4CbV07L0arR/q+Nq6IdN4RmYqbnE5m2R1H6ColGlkt7YxQ/2/4j2rCH5un3572l/hSb0nI2Fm77dinzMjkXPj8bD3vWV122Fq9j+qt5WqmPur18DX8kd/wInGqUNh0FIl/fUbUnSmoNnqpce5Leb4QpMw7YkvDiItx96MNM9bQfL674e9TzjLMes+EikuGo8UlwvG+6+7fstYpFel+fqe6t2G+8P42XvDTJz1ZmE35ns7ui3Mge7gBv1vVT4e+tzV4v8b7nwzHGYaXdB8sXvtIL/NI+rqlnYk5E3UE+nnL1eDH/n8bTFm5PJCvxiO7qBjrhhWN7gIbNx4jH2rfZIqqSqvf8bhbU9cdU3boK2/qd3924cikkt13ziE5NHtXxtmFqsmFewixS9mp8C6QckNzzAcb0NMPbS5c2aee3DjWV59qJul/rxuJT6N+RhVs1WHI/dYrKZOAyD9NefqygrvztOlbMaq742aZIlfWTlof5dGRr7MUYuM/bZwWxlKvfZD3ac99eroHmliFDxMB/xtJgHs59bIcnRvLsaamoz7hk3L3eFhII8PgtnA5f42nA0y1Vm4n8/SuXtf5vm0rB1R/u05lpEQHHVfvjami9rzoM1vaqaWpGfzWvqLZ+3FVHGiT7Gik2fG60+5K+C9SbRJsJbyP7MVrv4t3Ah+uXrvX/xus7DLjFN58S4q+2Zm8twFG3cr7BTtcHO8qQlJcvu/43NEIFp6ipTv0ckNGOJtaH/bddZm47NMsOJLYsHcsT6wMfhuT6O34d6XwZ+KJkeTyxBLv83340upSbcT9pnXr7oOPDlj9BN6I9o0GHch6T1+X5PxtzcvNyLl8w0xI+7U2aqn6+9cOTejFzTffxvB7mx7byYWBbFmTG7M8wKio53tY9pEudwKyBSX9vxurGFmkOqnyZdk8TWbz7DdPUVu79BiDtz3xTu1+N9Th+osVDkWaIlqGfdcmkCFV6L2kgTeH6W4VaD2X/G1eGoetNxmUxJG0toPZsdouoUBBMg9xfoGwm84HcHbkAyXXxtrL11S3Da7zWDy+SD4Aplb1aSs//jdltzZI5aV5RTfY7ji3uxoXoAITVzbW/DqkkkvLQSaXFvfG9n7RiN+JjV7RWSY3DnK0mtrPPywQq69Tc377nzHWdEo8J/s+N6rvwcwf6mrfonjeON3bWAKCY7XVt7Gjt35N3HeX7/G2+tBTK05GWyTdf88T+Jf7JIimAII+6Z3r0gQvQxu8QqBsB6k99+HfKunlqtqlcw/iS39m4n518/+NslpGy5w5vQRqXe6y+WM849pl//je49SMCNuvjqvrK3fVwDzJIFOUD7DmIv+39wtDwhzwm46Yuoel8b+tXZge9Z4IwyrfHje/NWcx0aXK3cySKWciuZs3q/jdnU1PsKq9sA1jRI6OZS0x+cY0oxguY5q0ruzHxxoElVNcRfggw9xms7pnRGcNmlZnrJeXBg0S1HpSuWpY/G/NhLrNnMfd/jfj28eq5mXeQ+MmYZRXRQD9sWR55+NlZD3mx67+iLbmbxlRBerOzULxwNDcu7rqABl1V3jk1bmBP+7fvjb5TuLtYfc3rVQxVTPFkRLBaZATZd46Tnsq9LK4Sdteyf8E3J/PtoM/C/N+TNxDuV4Q97z/glIlfHryKX/yw9pRrIuZ7I9SRYS/f6mF2CXwrXkm7YeqcidPR//w7GlZz2ZNhemr38UL/D82f/gkqu34eLWH8axORq/XJx5FPl/S7p59CfYv/w7JXzLWc/Zs5fpH/UMRmHXD13jEMTCUv7k42qhWW3xB7LNvP/Hms86X1w+06wst0/1G29dQvU/LzViqQT1V9O31DS86FCDv2/60+wEf8+7y7NPrTy6Pxs18Vvee5cRlnU+jBN87Zv5vOAIiBNX9wiz+GKR8PVYudzf1Hz6Y18m9WlwWoiROVatjR8JSdRtCUv+6h65aTjq3tUZMzoUbti/wmrW+cO/qgx/DpIrhtwUzZfszKCOO6Xg27zDqWu/wr1f8MmhZx09pjafjb9TP+Fapqn2FtT/uiqZEb0KXNP+HcavvHdlJmx/lyj+HcbwvqPtSQ9uzPwpmHMR6Nevz/jbSY8kdzkrGfL34wfhtEivLduv+N1Vz+VIckQcxD878fmATbkte3ei7CaDc/jdv1mPsdHie352fP2rh7ri6sNyX3s0B5QAAAKw5Bm+AvwHn4JA1DvIVdy7mX1+gQEw9o6htZ9M3hi7nRf8MSZ0UmPikKPvTD8TT8EHCT6xCNG01Hbr3zI7qnT+Hy6erTw10Wry/yE3ep4okfLU4N5W3fwQcajnWxLZpsUv21Sld/hH3Pgs1Cb4YrZ9oO0g78P3w5c/4MO5nE3b7554IyX4Ym12Gt2g1Say33AhHqzZFjaqn98b4b9u1s+Pj2be0c64du6yCfwV8kSHdO5WVyY78Mbdye5pYrGnmjSrWGD0tT0+CDmzUI65HiHzYVXRmPRTMWxP8P9s1H/J+mbri1UJ8KLYZn9xH8PeHcyNjIhofl+cIk53gm81uzpDfdY5BfBTy1NTHJKU9ffgg4T6Wbgdyzi8xeJcWfsokMmRH8VtK5thjvfG9X48ubCEdWY9lpRVdav2jQLnL8fG9ZJXh71zcHVkexroZuGrR/+N4zUhJ1HjynuI8yzVumPYZyqjnQRroWm2gVHZekvrmX9/G9Nk8c7ZJ8Ry+b+w8zqmxT/3w7LsYM/C+c+X2ZaoN1hN4BE3gR9XnRvpp33HxvSUEo07VsmF2hlql93z5CHDJN2KhwkfuB44Hv3Kvh27aFcnNkcqU43VOEMMMBF7q9l/8bEJDNaJyZ40smi3Cf1Sk7MZJ5qw3yaNfG9w2dLbzY5JW8tzSfeyp6H3WZz3fxtY2Inbmo4lHP6u5R/0NLz9sf/8b1Tbnn23cN+l3ZpwqBBlFcyHlOf/jcf2vj1Qz5UpN35C+w5MWhlm+M8Usn5Chafjdkzt79VmSrU2bdnUlC7CyeE533oDiGNHc+n5XwpJ99wzkaCNVEel2nrzw9+NpvGFWhsbmKw9Yt76hqiJsRdhA9qCntdQh2IzL+vjceZF023i7Y1NVW6oFHXXq6vbFMX1kmiqGQfSyy4GsF3/DslvK99mGrS4S89xbQvQo2pwNsxfnh/f3I0S5H+FOm43Dph9kJ/tOGKH73bXN+NyYzwwjf36qqOp0qbpP/CvP4g7Ol+X+/GzwY9nbo5S03QnFBSrYmJaO5sM/fBdQu3K7BF4+yV7ZuHfjd05Ub+TsxvtNm9Il16mix/fw7fYeg32G5aXwQbVdy7Orikv9wbcTSqR8bh7pF92lqc2bLRQ36s3umjljtD1qyv+X9/G2aSqtNbl4X6CjLhNpcW8J8j4zz7X/AzeJeIPw/ad3Atq6fgfwQdzXtJgidd7tf9mx5wFS8OzqwGOlXID6278E0nzP/xgGfgnuZu/JiV/D8mWucFTD0y8M9Ahptehe2ZfcN8Xw/w0jaZP8Z5/xPLUi+9FzkF+5vG4/0oUR+HsIJboN60kDvyaujUHj5aiOnQ+IW7uq0vVe6txbsOraGmJ+Y/4213taTubyjcjKz6WOVGHVFrXsqqcQ/BBSkKPK+J7nUk+IPsZMARx43U+uRb42vStJvz9zZKbUhakfDL2C2xnuQNfCkTwYpFfn2N/U07b8brGGptd+Xv7l0Z2U+s+eSHeDauqkS4hFUDHUTl/3xuZefzauNak4gpW7WMVi25801x4nRWfwpZE9bc2Z26o6zN4sV/Y2fa7hv3F9xbptmGRyfosS0Ry6waQfqezb9mot0LwuOjlZpZ3vjah/8S9mXrs/qkk5wcJm+8qT/+H6047ffWrWk4tLh93C0kx8koJo98P2gmdOHl062uN/88QreRwoCMblTfw97ciQ7TvC2/Ub1SST/4o3Nr+x6eeY7ZQZG4LVQzKS03Iw06N2L2fh/Ds9TWmfs+poeDj+xQ6q9wNEfjbzYoWTGa+od8Y8OrXs/ciU5IjVDksEbbcn3I46jwrrD0V0VDMXaHxBxnljGrPUVOXUlai9h6X0VlU4QrEz8bXqtrZP7nRSWZNxmMjnjt64E22foNQ9//D2nbvrk586c+zuEzXwsQuGQXsGi6wvMvUNU2nhyQqDFNkEoJdj3z/xuG+NZlStiglyXbt1YjhIgpLXBNWtA9zfpDIsfjcd2PVF0GNSTPduhjcc/ac35FejftuctoWHz/SxFavgg4b9KjcpZ/+M82PtYeiMonK1UnLBznRpNfl/fxte5/DJkLvL0qLhFkjKCpMIVI4HhuKqbWEz8bw3ozarwszNF3N4X3OsGgCT9RZdi/hZFovnF5f+sEEnsMct+p1NHtt8Vi2fffdNght2iU/G8TYndqUusW1nVZt+BedH/+NslHm+q2j6yBZVboPgXP7pozju4qPFZ/h2+mj2dU1Pr/f5lY9/+NpEg+pz0qgYxk1UzHM2ZuPWPbkll0qsgMc+X/6D05Mk9Ltsj5eEbVVGpp45/kv+X67w7d3Nzln7GwifzOFD0nnn/xs2lIrq0nvdlKR6rS+ibUZufU7K/TCB56N0CZsjJ/D/NK3itSsm1zavD/zIknujEuuRgmzHMIFdh74dn6yis+vvV8qqp0fXPaEdK3DcDQn10/p/w76uWJGHOZt4S6jv53l/8b1LSGs25ubDt7w52DH8qukpFzv37jYysko1IzpPHBji9rDIeXiZK/GaaPYUIDAKvQcPagLfxv2a8klrdsNGNWSCEdDdKgC8wMT1Ttc0w6t1Pxs9Fu6Tu96lxutXW/g2vvmNkwtP63/+GY4vRTpBq7nwpufBn4qZlvnhO342OLl/KgY2W9TzbJ/Qo9xvtsgj45d6dL9qxf/G5PSvidHPfG6JFe7D/Lv9AsP37/G7PtzJ/3PccxGXlYzOuO/GcplKholwaHbWOOKDtbXJ8bTaV71jua8igW3/EPJ/wTpyfURdUbVQuOhVv+NqcP2ZWJw29JOL3b4BvxvEgS0C/VAQ9lNkcW7dNLO7CPd1W/jdpY3Y7dJNstqZZJapOVlX49Z4zGv06a59wERvHMW7g5/jeQjNxX7q0qRc5l7dDMjAcvH/w73LpsLqD12o4ZRzDG6paVLFYjd2w+NqTS77ZO1CDJTtP4mbqmllNdS/8O3uysDy6bpRKzrYpROSQGbsiaihnOHT/gg+WNScnVdrJu1Vc+nH1mDXx0sMy7mLG73n8b03Dew5L4z5Nm0aX3973pfG+2rseTafW8L+3/PqZ9SMWGL5t2n/8bJKtftFpnbwi9krsKM0N87FiodHFn1o1GiwJLezDkVd8bZt5R88SajptGKgSDWNuh0zUZd1qVET7UwDeVuSlmLxmgU4P42ep/cmjfFnKmiGDLETfNtfTPMBtx5VdrZe+/3L4Ed5j6/4dxtGi/xn6XclNI6ULnj7OE9aWHXzxyk0r8bQGhuefG17cjaqPE8wvKf/aqeCW5W9xk5f+sbq8y9ultlsyxPNmO7XwXNk1JkweUMf/G1yrs3x1dCarXoD0yS7suRKDcm6TgYJvecHkuguDHqQ1A08NZLu3+HZZ/xuK8eojwMScfXB5SbiJm9ntbXyyhUKEBJnOLVcdSiech/G2PZMNs1mRYhs3K5359clq1eRSsT2IH8/lZJuv9/jYQWqvur4u6L74ubRtY4gBdG/u9PLK3reoe0Nlr8bnkNwGLcIvZUu7ImVpsWN/ux/WT0q2yM2KA1fFvZIh+Hsvn0r8y9hHGsu2Zjfr5pVdB632Ha78cKZG3n4IIZ0an2GymmM4r1D/CRaX0RA/aPomcMJJ/Gx38nub2V/5vqdpVdS//42W8L2hvk47l4JnvT7fqPJhT9Cfj8J9L/xvsOvoXeQz3560lS3L36TlVIlNeWthlR8BJJVyhX+Nq0gvE2UmDmqtcux9Zt2O33tU5OmRG3bbPBIizfxuN8VWSr146XU623REqLCUZY9/LE2ngMdtEDvyqL2eq75kcVRftdeRLGyn4UvtNcN+D3cTabswb+aX842vjfdAvLs6oObeOEsZDfCNuur6p7lNhyyX/DsuFmY2rakn/be7+I88E5GXOr+K5pz//G6nTZ1jbPiswtu6imIqmiigUTH02VKMvExpo5fv8b6qn6KzVapXH0lqzLLl2iELOBLp2Xos0Q9izq4Xv/6+NvEp2Qb89LcxGzJWPJuV2h+4g3TBSr1BN3SsJyfq2/H+0yv+No3B3aOeO1bc2X2XYzYOBEo9b0Dpp8jc58byYLt5dJqUHzdzdTpZnVHeUf9UF1XjRqGOcyFL7hr43fNDQzYNLHZsCC8txOEuXn/UeHMrytpVet8Tf421Efp8vhYp/4e0vr+HIkzsXH4M/C5o4uLjNF+jiyOuX+rwp8nqlf0es5m7D43HLu7s3KxWE+QGhzOasLcoXu81eA677D4MLavMpEpr+Nu558dYRJZytyLvfnUrwANbvVrXcyu//43tqtdaqpY3+Tcvu10uNY9vairoIIfvd1SGur+FM9eT7vjSHquK342HwjZ7t0mSX/kak+y4bpcgGF75UElsHcoQV0oPKd3T+NuqMV1Smipb3br+eE2d0ajcdJQvUqGx8O2z53jPfIXlVX5vwzmEz7eF8PU71axap7t/jWS5f68bMW8+BWqCt/SdrHtGf17axFde4QhjAzl/7xvrm4j+Gcjs3d5mYOjBstypasxKv/IebiPWbjj8bT2dUT7Hy5XxKaWSXc6Qy7shvuTnK74hBor62Z8bfvN5tqnLCeR4x++Hrpdkf/D98nuXuy1hXkRvxqbE10g2+X+nxsewkjuZNxDjWTUdSkU7Il5vxTLZ/g3fOzRG+bUjaSHHT3E/h67NB7bSum2vv+wO6f/G7xB7xbvv2h/5wpDqEmxcw4+Nda1w921PEk4b7tF2epoG0//4frF8jX60q9iZEcp/8EHV3c3WOS3UqMrPFvE1x8/6w5ZHhSX6/BMXJKvbtn7QZ+FyapMMy9scx3hHoZf8FnVTZ969+Hc1e9b1bxplr/43y6aSD2+SdtrTnn2J7cxvDdvWw+N2PUqXK31xt1P0SLhndiv6m+1s02pboeN98bTcElXz1r46NJUv076ue0c/8bkevtEyS5e62+ZRmcGkR6Gg8OxZBwU+NyYSrajNFlTburd1jRWRnCqUl+sCbZ/+NwjeHavNt5/LWZc0rRQvtm/8bR1hr1xKozt+TJBYjqTTNU9tpIqKWNvp/haVlnb7ben2wkj9Oo+OxbvP8FdU97Uy0e778P7N98EPWTT1pYVKMetmN40/25L7+HrWH+8ZNYdlozTeLrNOFTrwQf0gztZq5m0br3G9xrDscm7djfyzar3XxYlqdo7zKVDc8pkX+Nwij+y+9SfPh+l251Vnbb3jsuC9Xw9NIkrfm4d8zsxmlk9uWSMsnInTrvGz9Vys93zH5ull3z2xh198lz1VyvIvrQWmy+H+rvbW5vplmPE5p8U5UOMy3XuN4nivNluWfL5sUBkwOEwnNC305eMa2lv8NRD28R12kNpY8rTXbJ9TtxmmYuIoW3Ro8XVzPLYjpG723pQaeGpugobd/BF+H9/Dus2tuyX1jSri/E7g1RZayZ/+NvC1dIsNmjdNrKP9G+zgAh+MEjw2sz43UmHfSfqe0VFiHB5Xaf9Ye0ehh8j/pndehGypt8905fr8Pa1C5bwudPu37qpU6t97hlKL8bZ7jZy2uksjH1Ph1V66WMYgcUa2iroHsD2Jqfgrl62rpsxkrufXx5h+H5sjJlvbsxyZrIb9BB9teRM7Fc2jwSf4LIzlPIRJj/pT58fjc3No9S242QdphN6WVxzRtLnZUYB/XQ/bbZhm/P+N+bJsUOcLJMq/3jDL0M59iXs5SJf/Uv0yxYfh3JvanGmYPdNlz2SgzE8NXw/8PZbQtc0CLqxe5URfdVaVtl/DG67r5r8O//jYb9z5eptE5M2F/CjbUqMswxDMY2FZsWj5Kixl+voP1mseq9Ns2sudP3hp8Xh8z/5fG8lXOpmsR+WTynyRxDPFCwzZhSyF7/w/iIte3SvtpUktqrvcKa7DNa/jeqy3FpatGyfhYuGfJL7MT7/hiRs+GyPc6vvfh++sNTi94Q+D7429bjSk+oXt73Y9/ji8ikqDJ9XrPC3xMymT31wZ+Cem821N3j/fjdTTz1UVlxZ23jfo0WFDHpqC4PUZR/2g0uZdEii/G1NjaOYySL63ZxFk+p/T1QgSal9PTaDj86hM06Xxu4mprVOeyYln5UTP+RIdPWviLD8VXXxBhLH8bbA7XxOON8/cvx9k28Fd8L1EwPDM3m86Enc+wii6kGSX+vG+o1tnjkeW788Va1Ywwoof/8bs3frorF3NRIbyFOL35JMZvBUI2xPoHSV6+BG2uZ96xILqPjbu0511kutnGqo7c/j7P/KE11GrfG13TZKRW9povecsMz9RyUJQM3kuph2+z8bpG1TYD59Yret37mxboS68PFi4et/S2cv6+Cqj8m9XH3er6/D1qpUg7Y0KSVD9S1Hr9Y4iGRcyGH4k6/h+JHOmbs+5pdP3ydgav+N7iG5ZBH0rsbpahYzxtoX1ilUCb13L+iDrCyIQ+dA6NvGVFdY2cNHedPnbLn3Cels+mlP6I1tFvvM61FXSsa6pfjd2lppE1jfkhLrToiLHLpdeblPdhY/Gz+XcvfpOnuzPkesAONScm4b3xJGEndm8J/+Np6sK9YqXRDdPXEX114b9Ot3Z1SJtOr2qUKrQe52pf9cKSX/NQk82PuM2IX4f5scKVvutJkznLBO6//4epTvOu009yodXXhtv1BYYX4Pgjl2m9uQaeHvVNreK+EWyC9PkPuHi1/jY3cryyJkKk4+qX31RT9SqvWsYNCZdMb5L8oh+HauzNGGPbTz31yK2J//jdbYzTr2g/ltzUnSa9V8gU+kznvXL/3jd02jedz55O+4Xrhsgfw4zz/xpRNjs8qBSrbPmPFxzHlXT7NRzG4Rdq/jbQf1xwr5Ik5nuFt77PUL1Z9MBE2EDxziTWLntHDV/nJu/PjcKkSc3L1P7fJtJou/7xOSeaswGkrEctv8bP6LL5jOzS5PimWz3EZV7isqFesneWtPhH4y9k/42TO6pqQcWyGF13M/r0TnSsj/w9bTFm5nrC5qX48nmNcWKHcr1h/siLsHvjaOpVZcDfcM/XMqog7kGaCykjXv/r+WIc6SXOJ8ZqTt7/ggIR/JukrrhMyWW8NCyJs3NDyG7HhOn8bZj929sPZE72WRs0ek749pOhuJTcz3Dzc6XxvsqlpX0u1Nk/lPJ+HqzuH/43nx5asTp7qUs9Qz2cB/m5NdooZYgPhi63422+MvQe2wKcW2X49VJtRVc9hC7S6MiPTWhr/jfGcU9HrnR+LbdI+WPwJk9wUlgn8Tco1vM6krct/BN1Il48t0Jj8btDmUwzUJtqFtJtNXNnvzW2zzVafDJdP6gE7/8P/8Ga+zEtzf4IO1q7O/KRx9XQqAbcEex43x2cK6v4dn644UVaVpXptbkcwClEzl6kzHMS01BO+CCq1vU0fl7HjRNesPJJoqLFT4236mrWvOyse82FUL31+HYkbzqRG13ssqX9rxuqmwbWK5diwy/W6g7/OKSLsQqTRNn/43j3r4vkn6iJWpJd3rucaI91lH2b8MwSX5aRJKN8bu3T58Nmd5cmqJzysqJ+MI19v0MqX8bqtZ+qk/Lixt3V0tzkJj7RXCfl++sEc/L/L8bc5oZcn2L9t4svu1tAiHVj9b/8bdxxeScBjZK5g17b2s6pVw98//w/vYvu0pMnPNyxUuPTIvG0WZJZZj43msny2M3lyu7aSDz+dy8oY13hwpLiE0bXTbbaPfG6UUb8rVCT5vi5I4h/+KznbX2H7XTtu2peGe8WLSt+dC9ZZfG25ZTcx3TqfVhbVdGqbSKFTchDcxIPpSrYcRWaGfjdut0fbb6baySz62zG3Fv00nmW+lzcNS/UWZy23VXpuH8baehJnqePxzta8w/OaX4ILvaaRy7hqmXEVDzWUP5cb+N5d5JIsm2in00SZNsfSVPrljFoykuYvVg0XJYX3vNJlbvx1OqgUvjd1247J2yfSVZU98fcUH9MvQKUFiRv9f8PVVFjO/pKmob9i5rCqnte9YSjvaPfGyxdLpT6qxVzJuMyNzHpcDJMituebs6N766HGPnPwQZMq8cXt3XEn64Qv13nFxZuv427pGxvZiDz9ubtOYhai0H/4JH/oy1qQIt9/jfLLPiaXzoTun+Jp4WCVr2NH3/Uc7B/sd0X0jP5/xt0YkFB+s+bYy+b7jVGf3x+4g/2Zdm6nnhaX+vG1qN2d3K/TdvbCpsvhs/etYcswaZzMPGXK7sMQq0bXLDV2wpX4uS1u3wUq6TsT8b1Mubs6XQzcpJbfi4rRrhjro43OmQhck+N4lUk4WyXtG6ksOGbaukv7m+tHJA285//GlIRcwa9fOYDt+M3MOuP6uz36RZYnDr8zrLKjBaH8busVm8qxFWb6rrdzdfN8gJV7Pu03s6rkcWq+H72bpj166U/HyuENff/L9eo2qbeubi6GMzX3DCsfh1CGrcp8JeG26kqvjTN7tzyWNxXIbD8S+V4sPbxb//40qP0bdcwP4lTRtE1fARNKHLZSj4IzBICpMz03d6UAvov52HkerWw3xtS6NcrPph+iPycw2/MFpx91bmqDDSapyQS2hC2lZicp8/jb9d+Nz9Aeg1lLTdZHbthVW5sXhjcXFRWiJDLKTroH6adSv04BNj8bd6qytH1n4555yPjMrJxQpYn50vNyrV3QI4/e3hvFBn5Cal/w8U1FsjL1MXN5HWg/7ZFd0f5fc3pgg1O651+N5yKoh1VZjEkk4qilF8W1WC7roreUQkfb/Ypmsbp+Np3uKkbAkajX0OlqppKZ8YNQQ/YZrsH/io3LYZS6Kv+wJV73lPjZLUy2Hbd1fO7Zv3RlJNfuO6Ey7Hi3mgFWNvHpaHmxddrH43qRyvli0smzzv2pHuFUlhU1Le1XJuC4R+97fT8PR6p+Nt71KKo6BNuM8XzG3WWEK0O/OULe5ttYVeOMnpNyZkMXRtQwnxvdoOnW4Y9XEgya4/N2kjYCeu7Rfja1KpBblfNd7WoD+klOQp9+fL/vja3Mlqh5W8tLkLR/ulRFlOjZF9jt5MyCXVLV+oVJ7i7rvzlmvev8byOVuo3q9ugaOtk8/o5GO9tvKydRUqn3mBKztWUyNue9/+NmlqrW8j33RB7mo+jEmhMNLVJsP0kXgC3QiGXTNupv7ktrE23qqbhK+N2sdG/x6SI89Dn2HyRXm5+Q9V7qbgiNhquyf/8PaSX1+oHn9OY06sV8G3bAl9hmB++uHIOykdJqCf++Ny03EMsTcfdDYf1GaXRozfUtFhtRAtogSaL8RW3hTGnf42pn023puWKeMzVUjT6ziR9Glpul5UYIYZuRQpJPHWWkk0sf8b28ksRw26mw/ZZkuyXzL5Vt4VT+N3FNuJerbIa7Jmb8i+ErGw13/G/FY8y11O+zEixhdca7pJfH2v08EK5QRS/2lggiXRevAxlmVo67tHusSpt4DNjH04Yf1tucSBAHxHsXvjdj2efHqXkyiXs+13D2di+ScZLVKuL//G9a1u3uj8TmxHz9mXAFuAs/yDa0gxDhP73Z4M/DUry5PiAuNoVqWCr5W69Ru0bJlI6d8iek5ZDOe+XnfNQ6FK42nXbWkr42f27rlpfOfOtXnS4Jmv1+Jnv3HuPfG9P6jPvN165+ipt0kcoZ/9ESzmoCE/F/xtqZUhm7Qmxx2uTVxeEjPevG7tpPfr/xs0okT1WtU0CfRubakb8oER7VPkP7Y3Fv/G16ypqyZae5t6h2mHC/YKIc3o3b8bVNyQtHTHa85SZ7835g/m99X43NBjueM7e2zxh8ylV1l37m9uXhYM3NNS/G9o28mruZubaiXfksHmxYJ//GzIdZOXmcmhR9ZCP1U+86MP97rHDdX+H9PLKRjJySdXQqaqftQ+WT/xtzxre5Vm5KZ4uzYeKhefccueOtDX/G7fDuJVyl/9DG3v+mn7tfvpnls3fwnefIuEfUa338GF9q2E9dkmeN/jlz/8bHuUmH8os5rolc9WDZXg9hs3BSrEcHY2AZXFbXlU1KUYTHJ14d+N3Lj9UsjzCJ+MuMVbkGFv/UvUVofDfNTG6dEt7jLavy+Nk/ArL4p8O1TsI1uCRydi7InsWdiz5y3jsibN97L7i016to3uq5B32X4vtY//Gy6y8lZ9cyGYnHFWVszV9bz6aO3O/dZsidHt5R2qXL42lyxkzJwV70lL/Oxy6+HMBxIpmx0NT5OVCLhNmSxGfosX8PcvdVDvo9ay9JYStr/HLH13R5ReEIuGz+DPwvd4eplT7cN+QLw8uz43y6uU/bJ7vJjIP+JEbQuZS+KucfnCX/+NzYHfEllYrbdFt/D5nWcKHp6tQE7bAIfXO7e3chlQaS+N0iSL7hQydDPuseGKy2Y8LIpJo9sD4z9Ct1e+NjCxZbUz+cZPsHdQYsyZSVX1fLrbWYw1yMCjQt8ba9mrjdCbjcgy3N7ZkFwqRbpD8jQ8P7l0NyqH8bZEXagbj9lvmaiKFpdFmC0udcaipcoPIltKiWoIQvz/b8bJDNH4zLmPdWqMYzYe1HyUlBMvTkpW5a+1bmfYQfKl/7wQR1JP5gV1SpJPzRU6xYJ5W6kKZ+NBg4xPF7ez0VfG6V5HMxrBD6ZPl8fP0zl/vuDycrKXR90peBlh77oEfjcI2bqRfYzotWTC/DvAEyql36zpbiEPcSWdfS8jleE7vT42aOXD1S0qKW/J0GbIa1o0/P/B/1YP/53/G1tf1uRsTYw40y79WdYPcVbamKtiklx+G4v/8bjbpY1Dm0pWVVq1Zj8fjH7dFyxsEdsr7U0Pf085YH7o6Wp9PL2/G0OK6m7NTBl3Y1dzehfN7dPcfqAeN0EfIuQBiXGhv10nn5SPQJfG7udS15zWfukEy51/RNxmrNsFNK1/GxmTEpz1dEFF90rhC8a/ZbCZRiqt8dZt7/yI3N+HNI8J/TXq9hepxhQ7jD8by42NVqXIP4nruHBT0npPfahm2ItV+NUEL/Z3vmHMKy//Q2m8p8sudrG8rU5IjLpsY1tm50YlTO/j7Qojnm/xtPkdHk7Er/ySvKPWuUe2fRTsxMW4rGZF9fw9D2BBvWTsTxqZe/jZo9qrQfKouklePJHkNzBVczEcg7Uy4Eb1e++Ful2f8PR+vzT/X/Bn5CXmZ+NLloZChc7uVsxI9Q9pJvEETn1iHcBLC2EX5M3HjLWGtzS5p+Nu5DjtQ5GwjNRjrmH/lbSk1MxJZBMdMzSuH7c1enJ/+Ntu5eQY9tH6nebDNnh8pqM+3rlAmpeGoVuEWCe4w4VbrJwy4KfG+ywfxezL+0UyQ0G53lC4EHt/m8GcoRO9/80si/+NuTcntRmQ/frlStULy+bEimell4Zh28UJsGOXBuX+vG+o/DHubMzZi6HL18dcubXHzXXfDrdlxa8gtNc0F/jdbhvCOskzxY+dKXjnlGAEWEJD+r8fINh84Qy/rx9WTPxtevggtJ8kn7LI0rtSp8suzb8WrE+4X5mzC1//jb28i1t36OLLtrWcoasNEXebWPoQ/Dq3crB20Qeve/xuk3oWVXry/a+O5nvXeMccLuE7/r57KTJ6DUz/jb4aoVKGe5D/J6BnAvccx1X6a0aiMbQRe7P4B7803MkNrnwT/P+OjUuX8vxtXSaQaXjjdGEr2oWvNqqFMa5Erdhs2G+m620yI4aLmfhf42J3Sm7WczQPch2SMOvaZ442Kfbho/bXU9ovCWmWt3BJ6qOdjj+qNBF/ZfvrG88wktjViEW0/QP5Y9dx7TTl5NhI1AbQjzkCxcebfUeTs7yPpNzsl/6xvdNVNbVRU839qF/3NI0rD25fyLtWhI56r+xtl1pvuF9hrdau7OLfxgtYQDjXTH4bVNWnxN4e+NyplqmU83teZsun/dw3mlmRbXt1chaiMxmL9ByGq2HGnP4e605Ph6OZ9Xy1OuUKMX/jefYNzJLl35a/Kqbt6QGuAjx1K713ioclUrmfNI5Wqieyem/jdOQxIgrTOmuZW622lr95/WxdF1lrKst6m2r4436+3yH5d5g08L3zcrKE7zZVfh29lQ3V+N1sR+tOxoXq1pv/XG9lkmD4buMqvu8aUxJ74fG2fVMe5jKQdRDDzs5xpVVDauM3Whw0MLhUFx80nCpxM7lpQCDfLPjdmO3HlXUnkRYuzMsy8HcHGe43LjalYlPFblyNy/9Ydu2NRmrxu36nnt5PirF//+NzuI5FZtTG83dLSDGJ1l3DC+yaDB3/xm9dI2Px6n23/G3dpN/+Tbdtlv62UZ7//G1j3lwt6ofqMx2W0f/fJ9XmSBuyv4KtTp+to2RWbUONGULL9/jZT5xv8dsQxcnqiokWOuXn/fIuH0CP/52gVoPscNFIJPxVauR+N2XwzkY/mMO+fsLbm1ND3RfH8XJaCL6zsgdVyN//pRd3d50vjcZ4oPKvIHurse6sh9UskfXNq/sToVGWUqbLDZfqb5NxvJGRV/G6huoy1sr34huuv2YKPWc0SmqFVMi2/XnEPw7BXkgOuOcuUshm6VJoUIXsbLhr7VfkstbyzmFmk319BuFay3qMkTw7oj9GvbX9tYmvFLUdEv6/GxP3vJ30pVRxSafjtXoi1C7U46deO03St4vKASm1Zq2turQy2eJFFUTn2VBNultaCGX/XG0TZHl6W7fWjfVP2zaaOTzP96UB1c8Tt9/+NslKlkmqFrD3q5bqD1u/ifFJUwm05WD9oyeIPpwf3c24v8P45cMbPj9Z5Ua8qEyEcPswaLI3kDaY8Y/G5dX03ftW3ux7sXr6jtwWfvy/64fIlK5VJce1n2bk5wpum3T/DxtKAszdUZgINPNi5v/GlWMyLd3MW7LV5fdm84xq53Pc9WDtfY2nfitSulcSpK0JzUpofYMbUsF9oHYdAOl6uhtInxtOxvkZQle7c/E6Q2dJDJanCoEdi39bfy9gLPV6MIv2H58bQmZTm7uxramsRPm9qlJWY0GOVM7W/1H1a1K/G5tmtjd2Syumgwxv5X+oe2ms1NCK9eHktdRN/G5sIRSV+F/XLRO/7Z+tfTZ5CXOPJ4IWh8ScGdxP+FOXcMHnY/y6Ktm9vir8btCPG1+oc4486HNftSYQRRDMv4iXyL5OhJ9jTYXrUj43VzjLZH3U0ubc2F/NYLahlozj6JLq/ja+qvH4wKZUf791hvypfAINNmNq/Mi//h+XZ75Ns2wx73F6rFeY8nL1EOM2b+N01RxfaT8lm7q/LNQ/+xvo4ZbFo4ZAvLq/xtJ/wN0b/b+qnOX1uGzjiqfN0siefjrKSSrjtRJgq0b+NqFPHDL6279a+tnbt56oy+6tt7XACC7G5TVpFnvd5cIhEX4dij/h7L+fTu5Q0WM+Fnt7oZTff/jacKtbCLC9V58DnBWrulIr4BQIG3PP4qOf+/LT4IKdklj3N6XgyPaUqf/cgei+Htl/djym9Kz+TYpL/bRHuN36Jn/X5uiX37Y3EzFNKw19b2W/yabs+T4IofW0+X1+cS+Nor9BfcXWaWvNTntSl2+bdNQ+XwRSWk9lgg89F7vLqTV4zdL7/BDP542QZ+FySa3UaUWvxwrz2Xw8V/J9W3Krax7JmqF8X2xdVPzpW2/BBW7lyVNWwz1ht/jZPD64rud8FMT91z7tqzY6v78EF3GjKywtSur7bbDS+S+X49742bxvH9Vk6OmsOfpyc3l8CVVt68eYvp2Anb/G419tB7JfNEkbH5epN7F4mQR+KMj5JJvd8b0nla26L+mKD6ojzd7f0YKrIfkubEBTRG0mCtA/8btNhb66TsXtuwftSfNE7VZuNebSJ+Nt4ZZn+NkwVyXruj3GlSEdrbmtRf63o1E1LkJ/8TReFw9/G+PSt4SjHOIYjihRVcyD7vmTAtBB2JJWaOXnDgdvpl+68bquildOkNsnvj3ZGqSOzJDfXe9GzVb9GQ7n/xtqu9Q64Nba64tSvtDl8+f/jckLs/3eur+ypm1odnSySl/3xu4uGlBtXxjXjNR1KOSzHaROXNPencVtLuEF6H/jcvG1e5r0WNf4b6WKyske7G/o/nFM7/jekamg1Wldm32aiePPrNmFTH+BC8afbu6Dd1WgkS+0tdBfG641L0ttz3rCRlFqzew/JshtEKI0Pwy/343l8m7xuozu3HOLt3rOr9Rvx8R/G45qGeix50pPcW6UorP3dYrCMRwoSaV/DKLK2oQ3C41rjdRSTYrVqPKv0VF3/r/yhOpk/had/P+yM98EXvz0hBn5MMmj16h6ZdX6r8rV2WZG2T49IMZedLOvAZf/0WcEj/43cOdDsVq2Jv0oTdXGPolnUN9fWlvn9M9wi+nZmX3oS/vv3775OiOAu28JW9YlL+N1DxIwODUK6WHsmNsvqJXF6WVHnPtK2MRvrM17+99cU7/xtyIFNxK3PV9OPK+2sb8+PzRD+fyq6jzRpjd6Zo+pPTN/42gFM9te7Qd/whts6pbmJ/5lN4Xfu0xB5n09hrU+v43J/fGltranwRG29mq3/D+MsHPh2Hx7XeZjrhE0rrojL2LoYsXX/4K4dzqTnG2eTR/Uat+L8betzxDGiONpkfIUWZf1So5p/8Kkd53z61r+HZ7Wo7/h6sVvmPlYakz5E/LX/4+7mLfNkmeX7/G3cv6nk3Yey3ZH1w7Oj+X3XwS9u206yDb3UPQnZG3VGak+U/yfPOUIH2irtouGUXWksn/BV4n3NSTO34V3rjUlWIesW4/wm5GrW7v+FdZsfzuEX9s6Ik3S+rsmz8v/lhXbuRhlct5PbUZHUYT+Nu5t5s/w9LTl1qyKRyV+Z+6eMS+u85189ZNgPGAAACzQQZoAL8B5l/+gSBq9th8F5Mc7Tdo99+2BZ4Xf+C/ohrx09Y5kSs0PF/w/1EMnMU8+rae0wfvVB75xvij6tUX99QUYXr1FO8GX/7C/lxvN/dxjH/DBTzzszciXXSLa//G+Tcu5br0wz6L6UlmBPxvcELzmuz30zoPf6RMgsGu0w3b3v8PdVy7p17w3DULMZ5YHr4KvNnDg8uQ1xit8Lc5wjj7rg/LEM+/jeEf06yTbQ7X5qOKrk99pISVbKCzzW/gg4caLk2HNpzU04093Alf+H+5xZJrNWu8+dgrlRvQIJGWbw98b3Iaw9pNw2OiTGw4+iushvmEw9b8z5N+L4f52U8nSZB2oMZ58O/n8bjfhjmna6qdvXPalfEz/5/Q38bw3ur3bljeEdESajynzIvLUgmsSzr0WEJUSj8F/DdUqqm0/ko0tCVef21cTWYBp4re+2vxvCrmm8My6vteg88j20kevgNZ6ZLtb+E7THBhLt/8bjPrX1F5LXwt68odqxqajgzaMQg7MUP/8byftJorSyPsrP5d+u14YtNBFtvwg4yi61xuN5Di1J3jv6jzWLzNzadEh5wJJSvsX//Gx6mYMg73a1pJ+6rfkV+8Pw/ZrDYi1/abIJf91G59Lj0DpFpHjcrt1VIkgEbyhUuhl3O6Zz3w/eTuit7G6FRSW0JGj68XKdwm4Zb/jZWFSptipw+6fxmRpb2bbljIqPk7onU/w/CfL8ePVGmp/txuUYZR0CHds3W/8b03NilTavM+4SPaU5cRF00onzUpekYWONny/r422NdhQrT1h3U7zYaLbPlvkQenXOWv3Mwlqa1Pb+NklEX3X/I7lLtvkMlfHfN/Ij2HflT+1Pf+NqwiOrXdQ7r5s/tNLyUX2itnQP/42eMsl5DpoVZJVh2tKwKr9mT0jigy0NGfjcZaqkR8Y4putTU/9v9RX6ZZgWaPg8OpF3f/jZi74BV1z9MOvSR0v36XzoAFRQAJdrfLmY/99dfPYGGr/H4IL9qDfYZklYcrG1abTflPOwm0ID91OVotarGx/G5Sst6yxC+U6Ne6ONZKnVKyiDPU/D0rMi1jFPjcQYGNO1/sZbLzYXt4zkj42lMoAJePPHjVbnf6VsEkRj/jY3/NqVxm2Rs5u9JMVEVdi/rzqwQ/4787waeCLJe4l9fxspmZdVCu4V6QlSuzZtvqdoeD6nrPlDKZ6XxtuNjtq452pOXqbG8hmj8UZOFK1PGww+g7jrrG5w8/kGupLqyBknl8P5Cw2jOD+CKNsec+GoqkMbX07VyTv4pf78b0mPje5IV5cXw7+3FbBY3BMGjYmcP42bqF+Rzwh7/bhOXn6ZwIhLpVNEZ3CvwiffM2cNU+HsJqKqN9s+rmWcZ3pBqJDQ6/+MzXw/M0qOC3T8vlY93F5oBntlDYV0SquBV0VDuRYtD+Nn2Tapz74zoN5pj3zw7BF7BnmP4/YsbL/vjZ3a3fVNpoe9SFaSRWblG7z0g7K6Y+fjcWfgg3m1vOpuzcNlWVWWMNX7SHhF7zS/X42J9wWm87tiOLdubYmtS1AiyKG33p13aa77leo/y/+4Wuzr5M6+2tFk+IbnE7HhR/BBCbIi6bRnNw20eZDIqGl8flwdPOwGkrL9/jb1KJsD6Hw90uraVResEib8J99ev1h/42SD73UZdHjN1J3Te0Hv5+GU6y4yJ64q5f/sO6xeTC+4R9HK/gOqOWrpXHR/1+NvFUetvzUvN1wDyT1Fo1Yci1K0l4blmQzFR4A7fDd82OP9kOoXY7+FvJfhfU5Agy2VSi5mlkbibUvFGXdFx+n/xta2lGqa0diIuHLvxO7Tp5/Zgjf8l+/xMreSV5WDPwT7tyuWvb6xu0F/S4f5J3pH5sHVs2RG1ZGLi9GSSK2dbOKyUkufSX3fh6tktjyG6DDP72W+yeuTIGBHzcsd6futeHnV1oPkv/uNyzJc8PeVviZJP2uT8R7/+FN5t45tStbe/FRxzb1xvS1p8IhYm4fy9ttXWFtCoAbWdKtbwZfUOOeZf/sbNEQsoKmTkiur2bj+XJWfQ9q9hSTLm20ZelM8XePh3lxdR1em2g9lGXhPp/1Il81ifvRL8bfEK6qNkD+bvqE/bVJYpZNV/9LbPq6auv4frcdZvkfc2gj9k2e8dQ7/9wTuje/xus0pb68+s4n/WpUYAzMdUZrpmuWz2JkT7z1/wrbZ25fO/L8K3B5f/jaYrz7Kyltl9IvDYqb+UWmb79o8PPnnFB86vw/THRe0n0SdxvllX1O4nDsX/42q1LI4eQ/aVmlDTSjEJtGZdbhpPK8cyHBWPHkdK2VNmOqJ6tft/G3+X6k4N7bTdNl2eae5vi8MuEv5sc6PTi+CCH6NKyV3VrdzqSDccJR1eS7BrXJja6UXdjUnUd53zpPnUyj4O1K9ZDFxCHEycL42XFtZ7hupO3fqb25ph52pn+5UfnyLDW0m1siO98Wy9Qv/G3+ro9c3D2MmceZH9n1ucvULsIWX5FKMuKuJ6X3ogxPDRZ3X2Nv+7zSy7dXpqqN6m1+kHp+f3YzZ4M/Jn9uX6/G7hOUi96szsm6m3kYG79+UTHikxfGdPjbbRMimPG6zFw+9C282CqqQtADhhSdY2jFdKqJh1L+N3uszEe7v84MVi4rlE+QaxZfOtDhQz5zD0JwHWW1dL/p42PvacqCJjmaXHSvL9gP2O0s34fXBBfBBNbNtG8XTcun0/gxQBzahREwg5807pbiTyqt4/G2IMn1O27tqlQmi3+NtVn+rV6WMik//G7hDX16QJfRzSVpas79/JPUQ++jcO9PHn/7/G5ZY3dNssxm377Uex7lxVn/+DCand2yfXoqQ6JCzWvy/+4d3RubGfrUm+f6jEg6rkcv97jfK2qh+hIRlhcrd0pawjM42SZ/N7WNl98eWOImvGLqMOlL8mQTxGD6aqsaahtyhizl8//jbJNlfDjxJO2U5IzbM5VaGEPJwYfr6iwAQ3XL/WfxvD5L6f3xXQUCRXCrS4IfydTHuKM9JAh76Xu/OUAQ+ctSpfG1Ctha5U0159u/zQfmNXJyXrQo0D78HhKmPBselYF/jZdL6nL68N7gXPizJSppf5KPzhJE4yPsNCg0UdUL43JvG/rzL37D4VZluqu5QMlotbStRKH/8bUw5r+3LpahX7LotZU4f/A3fmumn7/IWh3dKFa3427a3/aivDW+VTN0XvTdJne2pMKFTfqH3lel7qFdIfs0COoS+NgIe3Wjjs1GRLB2VzVH3bPsZ0bkJRhh0p//0FdOJyDTwvrOcDPR1u78PNl3L/vjcZSLb1LmF+koGW83oxStttmLwIh+YI7vl/fxvl2CmltftTu4Vqe/22QbbQI/0XQUMd5mX36xsVoRkCe6W+6RZdXV+TmY5c2lg0kaVED/pvPUOxof+Nwscl+WObbzZjn6ZzWSQ6Fv/jZMbmSDdQefqmkcyu2JTc+SJw8YcJtr1wJ2x5fX8bb16q/0pJ3baf2ssmC/KUof/8M6lJpsMvD4+HIJfXX/ggkXqmO8L0F82cBOpnjZKw+iuQjxp2l/1xsqIvljW/LujCP/hq2Z4S9bW0UYiCGxM/yzl+vxt7JqSREF6n6j38kA94qvTpu7tIL2aS/jbssmPVniLu2xnr48hDzwNx7acECP2sSb78JNN5/hK9qPjabdRFWqnn5zpJW7dv/QSvi7vkB4L/8ba+LU29mJJBrGHj3N9uGuIPLW3rfIYiXSCPjkvxu4R0yY8o+Ys/UlSJtZfLJ6t7KKW49rFWUfbRn42V90K5bd00xTXfWt2Nl453is8ZSrtxcRNWPk+Gmphvl+p+34kHr3G95Wd7GQzdktLXn2o6syo9eVPIVsaXt1eJM36tRBFz3OV8btXlcoT61LLuUvIc5KxV6sz9vVND1qdgxPZA9Z9/xtMwek0W+qEdVK2ZO9Oqvug24tcngUsZTy/7qFJB6WZ59DX/83jPkLO7L7/jcvJxDzuZbhvNBmy+lNia9D6P1oOtVDKK22WAB9EQ8XZaK4Pjeo93hneDMu2nXlbzwD/pfPCPp/DZWfwSVh99+DTwQEi72ybv9bkM3OMmbSCu8jQ/FZHrSs+NhJsT6mNo6U3FeTvE/cesCnOIC573zDOWdFqJ5zh8QTtNiqD38baLYksLI1rJfxpYrLRIvbJ2gtVE1Lr0suHJe9ci+mUHWvyLbT25efxtOHu7Mb4TA7uW8UnhRqIDSBg/9dWM1ErOgANYOnQK80tuMpIfdu7bRL42+EShNyb2tMWRUjx6jfyC4+PNUsvHqksf+k2Wt4WfDszRZa7sjeW25a0NFA1E3qwl2sQDjQk9tPifcpTpctm7O30Mxaeo8htWvobdbWu/6m22v3CX2C7BdOe23bLeL1kKT21687/4flX6nk5Y1l3Cm/hT8f8hv/xvJ54zOnHh0rIZ4SkeYWio1Qzj095rGyD8b1TSxye5c1eHYCN1llkP/i4JUNv77b2JF1GwL/Gzo3anohc3j8MaZus/XCPj8w/jR/JwtMz8n8EfhVrA4YGqSygvjeerrlDxqTH6ffhD96/7SkEilCi7mhbRu3Uwp499iJP+NrZnLxPG/8pdytl8kDC/arWarZ1NDEfGxmitYV4b4MXYS7RxSYqXVy/dzg88yh9n2CRvxw1Ji5u/fe+N1q2Ne6lVayfwW/Ej41+TPnrhN8Vi6gd1ufQ0UVLk77vqffStm1S/642EO5f7nsPenPMETTuOGkLfInWNH2pHP/jbltPRHcpG22vh46q2bccB0wVtAj8P4mGM1cEnn4C+NolrU9XRLwv9demckzm+84kXsuuGkuZSjQfdypKLYM/G3abVDW+2JsVOSCezFavtKwsiu8Q3z9WK6E9LTmG5+xMl/q3Gzch4rDcsOZPMPnLC88mqrUbRYzUYaK0uQFI4+9ltHi63exsBl2+009/QNPC8xlZmYdxHnPzF4Jf3m+NpbCjUob8+Ofx9jPvHXA2m8QY5pGHk+2W3l7biuX1vxsdtyEctVcdaPrC2pWb1SZbutOvc5aFVJEybaHPjZkG1+HCgWS6qS0uquVScBNx9x1GOqNwR1So0mb6MX+NtYSs2K6nfOpTiN12XYUeyKEpTaPI6liwX6iST+xxs9k+Nsq53v+bZ0oY7hOyfs9jDY7OQc6Q68pvI78FtVPf7+N+2LJsebkx+LqZlmtiPeNJDcdghfyL7+16r/Gw3ZCTle85Jy9ykGP6upMXWLO11iMBmv0x1mI3cb+kGYrdC62dU+0v/2Nk6b9ek2KbM9rwiqKXDdvknptbqJb7DA+glGMEdatT+N1pFW3oBRvyD7DqySCr40e5scuq6/V2yMnS5la8czXwfUdXW0Fuglm/G748RzLri/B+KptMb5kNQzi2tIKeovJtPz/3sEmjHu/+s5Pl+r6G9V8LaZIv1ys7FSmhwt9mPoU3P8v7+NtaQf1JuYQr8H7swmUaMPd6eQFYUSDN9tEjfHOCQ1LB+No3Tah5qnUm0tttpspJ104oM5d09g/XJQtL6/h2RJtiTlqZNYSrqW5z+434ZdP/Wtjb2NVYfyk496rLsdycOTGV+XvmzIo7nltgEPxoq4xbprSyVSl0r42qdz7h7WwpNmqqlVWLKiRcWtyQ+97htjnE3/+N8bw/VneNkdtt1nTs6WrTDFDxfrleQHokkRNre9TX0Om3+NvFfLzNSnMQK7K1N6sLfM4po361leuKHLzhdpH42/pumh7xq6w/0CraWXKImcn9rbMeVXxlMHG7xls0M6OEmbWvm/jelt+NSu7N9wWaAq5NGJjQv7xf6n/tju241ZFuNYk5EVgk+VfKCa+PwlddwDPw1Mua5essI4Zf+HrR884NDghWyuG5JC/ELB9dRff/DSJsDTn/42G0b3068vjs27m1qvkENfz5U4Ii9+jZPOVYu7aGmZ+9EN9KCV38PQ/kWal6iNs+LlnI6ckA7U09r9iSXvxNq9b1Fdxf42Y3tb2UdtifplxUs0i5Dbz8E0fUyN58QLW2k7cjbN251HRfxsKVuzZphqtosDj+IdCr6UOeb/WJvEncyzJviAyPuVPOxuyCP0e7+xvd871NNilxmlfHhOqqCLx8eWLajIq0+Ph1eI2opyjrvxtPkpmND1lhiLLRKZ9VXLmXqF2YR9YPmvPnIStD1ydx0zq8wv30aI5f96GzziWtwuPEtevh9t7pNlZmDhm6GhtLzFf22Q11DWVTOP8bNqRsP3eyHHU3JPXHqYSvmlSsn+y361fy0Eid0guXYlm9/xtuulwU19MmMQ2psby31HrRzJnncaEgcxyjj4sW22ltyhwXL/rjZdRQ3t2aMNIjtSEXE3n7n5C77PMKokjluU/Gw3TdGaF1XV2qtHVDcJlOSavAAJkeVo5fzRITXf6XPUHJH/jYw2eTMN00xkzL8bVaZl1YqTXahWudvVf3VCV9L43GaB2pxviTLh1WYEHMhOkdlfcQrw7JG4Td6dPwKsFPjcz1J3eMu6Ps38Q+Sb3GcMmTFok2UutF2quv8v97javBPRbN11hU8nZahiSmQkN0z98uyzJ0aNDLkI31/FDLGF96PQY8dkfG/Xd8voVZOGNFrSTP60ncfnqbYc26hX42ly9z0GkHXYLbyXm6f/XGVI7I40kfKgxOnbC5q4w99Y2O2apR9zef258OlSsYZe525/JuxBT2S3L/9jdx3BVSDZ5LrT0jIke1jHFSil6yj45Gf1d6ntBLCecXQbY+ev7x2l5WDPwvyyvG63aLG3VgQ7nVp7mb8bG4C5hreDkZsaSUJ13keWaU+mT6m0kUXsaMkX6T/+NmOmGflOjNWTMpsp0ij77VMUuW1w40h/PXn+/8v+uNurse80G62jbSEfcTpyWVJR2Aj6pl/8bzZDZaHobGVL9j2hmxNIK1AdJIuXP9Q2h9Hn8PU7OfktRp1C2r20nc/f+2ZKuV/GyVo7o6iT0wr5bQ8H+q+cvnV3yrFClPo+cNTv6IkV1cjYi19pfxvdsarMmw53XqlJGpxh2408oRr8/yUCfbEEH2OW7y9BRWQ3CbReX+nxupzPmXBl1IfsM7b98RmMes8A7vWkl0/kI3C62b8bkvZ7MhuHe9/lZm703JPclFjMHCZokWjo9uAxLXh5xb4d1S6Qf8a9Wg+anDss0H7OauC28aM/sxEJaZ8bPvERof9GyWmW2a7qRzLAksEn1djLT3uVvNDdLHNv6G1fXw0jtP2C8NSbNujKRk3+Uc4TlNTx+4sMTfDomu+Nts1yE92iUd3sby0Cd1rW3hVgJQVIKSPPAhbWttXtRXZTxJ+57Zvql9fxt+b4CFa1MFaf9+b9yViskZTfu6LGeq/fU47FRyCE9n3/2GfjZIuqpznklk7ZNT6N+Z7eRdmFup5aJ3QZGZAS4WVg3/G1eDvMV+vB3Y3LIrbt+vZKf8M6OCOr57+dK5H2Mqej0CtL42nmPyEPSJN8r+hxF7zZFbtvJBw9OZImkdhXs2eH96+/l/fUEEzm9SZhUVSe3Se+d9NLgNEnRrdt7tY1crr3G7V3T9fqZZ+IOEH3qUZPUG+HSjUs4GC5u8avS43IGIwg1VJqJ/GxGqWP7M6JtwL7UmXPEfvNxRqvU6et4cw25HjKORdvC/z3AReDGMf7u4/QnNsPr8GfQcmXaL9eWBWqY8DddD43hKxx2K0wlKXyCo3tjm0yueuUrrUK2u4J8ZPJxJdv42IerYsfJdYpo/G+DAr09McrK7PsDWiC99SQGBsfM0cfuIaJOBkq/G7CvFqlCjRmu+m97MNPDfKY6ZO6fSCXXY/GQJFIoMewvjch3gkzPHO18uOSSMFonZbKLe53JqXTsQBLkK4W7rXw9C2myeVqbdRc3y8e/01MSjtlfN5+H87vwvnbk75xt6G3f//D3leJUX6ydyU3NgsRwuhTh4o3Lqyy+FPtbUM5LOVbmc+bcvxsvVqoxUgPKa9/KMs3nrpObuQ4ZSf/4dylvttJGxcqf6mdtpImf+N8YzI0zSW4jf81OUNxMUXdPP//l/9xu995bdUVYf0Zwv5z2IrCB+oJmv5ZwEn/WXfxufbPmqbCodN7IBqhrAV81huxwnqTX/tUJA2eo0FIdxlLA3fG5t24f71XD12xcINRt2MxJnnNKJX7ZX47thVeCjL/9jcjVHRYRj2Noqx+IOXvUDPB8PtOVS17RNAionCNNI3CdOrbvtl+3rG3LGeLbI4hxjYam9qrqXagm0pRPb0iy3i6Z2Xxtx9ieorqCuTR9n17mZpEpuXu+CGA9TbfdzaTlKbZ4QJG1l/gghnyxUqxPfD5kGV3ZucFPkXu+ZasmOppM3jVkL500yXk6aqpf/UbTvfd2+9nLH3nwO+Zq/uCoTd0cFaw7j+Nq/qaayAbMQPn8co2PuRm7IvSSKJzfcoIofHYwaeF8fLpDzSeH4/YaiLkFqrXhteo+No/6d7rmEVVTPNK8nKtqPfL/eJLx/YFlZ9d5bmil/vxsZrTZTW9pUuD94S6jZCfFbDQfth4y9DBY3qJ1NHgtpRoOl/6xuc1u2PSqpwStt4hxfL/DDE9vS3O+N4+t8jmwmy+5qR7fukct2QsRBMNYUR7LvNbOaZfr+Nu45RWoL7j6ZZ6TfbIjC1SzM+Lob2xcnY4y46idy59PQOFW377LfG45tLsXL2wlo/3kRdkgq7d74eswPub76B6V+QJS8cz8P0qmF2SufBBieSU2xWGTx3CcXqj0XTZFOzv43mYaq2V4b4eKyyYvplsNxtsEw5Jn3rV/jeqzETdYr8+HXtJft6c1YkuU1BG8WMEkERtDSfxuN36jDxLJN0WxY1L5Y24r5snjXIkeaXnJTZBHVmv1reQzYz8bwIvJeR7m0rBObFgzr3ukd1+hL1JvQP/q/jRsciN3DvLVB8bDoxr9TZk9ZedpsdcIthKDGhSZaLaODe2U/5dmEUVIjsnxvD0fbm6hI9UdCqr2WM4uLlmd4At3vTYDS61KGGRIZ2FmcxL6/h+6au3v5ftQxgx/LhneNBB/q4Qga/v6398byvGuVpFO7t2QiWnUSubGtjYeu5SgrxG/WX7qJf/obyawnaxoY2i8aUpWFeGKV61fxGSUaf7m3q3IZWCy6wlnVl/q8bvGahVVIr9nUrqtSbc2RzLMuT/QwxX3olLA3f43dkv1t11LZku8N5baUIv4gp8VvcOSpEhTC6ffCuxujrXBB3PWTtPjMa5zm5hF0YWx9NFfG03EnVwh48n8byd0ZZ9tjcbETzFKpNuwBGPlSm3G5dQjqDwaeF5V0g/agTe/PcG7b7gk/G/9d425VmzdwdLzHHOpNzDtJ2O9m+SALm7zd5Xoa2OIGzcgjeHZX/jbdLzd0//DfS2SIgPsotyVREaR+FjzvnU+671zjXPz+A/jbYwr6F706g/WKNuasay8frFdITVU8kubGBtj1s3/Gx4rFqyxRbVCbTd90tWf5MOiQiqFaTf03MxsSaO/L+9423L6trrBy7sctU1fk+Ia3Ny6kiKiXb+pp2S5Lctqw6CD0udmJRl/9Ruxrnd46nIPk0bwGPXs5t+7hdKzBPRreGvuX/XG6qbhSvO0XGY5bwmKUUmpYk9O+aFUlYhdbeln6YuV8bh54M9Fz1Ui9JwzIkA+/ePUBhpC1/ePps5bzzVLJVl69u6X/uhtw3IqI+xqRuHB+CfXRR5sXvXgzrjnHUyShBbjq/ZwJ93VvxtjLCzF2QUIEvtNeoJuv5dWrp8aSa/LYo5NyUQf1+Pt2os3+Pxu6F5FWw9VMb5eQxZces4EbJ0pKglBZsWQjv+wQe9XXFubcW0UTN6/j/xuKK7i6SyzVLufccxfu+pf2vpdnq9tfxtJs56jtSWqpZO0o/b68ULbNFLdafsvez+HfE6au4fe+v+JL8m4V+HphjXEmOmbtTxs7cbk2HRq/mPwz2fCSLoM3L/uo3bA0y0Rto2XPzV+cvk2Wv5ZpSuzfUEKMuU8Mch7PMZx/Y587KGiqbkztPw/NiYdel+cmsN7+6Es347jIcnl1GXeXB34f3UrdJz4R/wlrfrX/h6X2sMe75vP6udsVFam9x9/jc2mdMmErupXtkxTfINK10izco//DdaD33DTlfgz8USNy/cobJ6R8aWYOhn08FlTfxvfWEAwksNmrQUh38vglqPPxa5o34XtPxZSUbpw3qGMfuvKBHcR8GF+fNwx7YCN9SxZUPKH/Gwr1k5wo8qsc6+6myOXF6AKvlp4kho72erOuX6/DtsTpyOd2PPqnBtb70CTtWTf/8btOsv5S7KQqx6RfJC8n1OiWcXLr+TJaNr3bb/ggm73/G5avolbJi3/37Q25rMzkyaSudWVbfjqn1hD6gTq11gRfq/atjK8v/uHqdqVuEuV2HH3WDpply0GvhnUKl8bRN4fflmo06NoOTrs/p+L/YZ31L6/jad7dFzDdTCurVeNUjY+/sOPDHvv6G3iT2FHwX+JRa3Vriv6YdWrdPD+x/425EppXPHqoTUcqtkms1z3+tj5Vwn+N6pZ8WdWyRoumF57/8EGOVI7ePc6NN6zFjDIN1eGPfxvSvj2cWe82F0wosg8uLwlKmkd7z8EW667xl4JdEakFR3eLkT7Jpf/cbjPhyMfmfDd2cWYrQr+SG25UCvYGT1rt1dB/l/0sb3FMZoFeI3eMc2gevOWTEomSknMu2D+LRFM4ulFCpntJLM/DsseGf01N+KzZ7o5HsVjEGnodfwQR48dWouaJ/U530/Y3Hr+bekBH6fxoJV9hbSk/nX7Gwott/Bn4X1Kl57huTctsfjZlTS7vjbY6ehVq9zYmbcq1TZT+olcgB2t+jtmg90HgTbjlqX1+g9XLtn3SC6uzOYjMtFOl7N//xsNUNkrzYJ96qaKER2vXTJH24zuvWmEiCi3HxtqhOsyW7zj/6Mrc2F/gy+W1WPKk+NpI+27qs0IRUrKtz2ihR/bkqgXOMF6Re6SKLI/e+NtrMJOey4vb466mGQl05wf2d/pNi4yhX4avjpcVYTDN3YRdm/5f18bKzVkD179l9hfOaUOZtwKvomTF9bDunMXOv/BBHrE9RiutarYpvjIpmXV6kbUWHfhJ4WAMur6Hxu0XJajml2t4UupN/aFtEdy/142pceznC6rdTQIjZqz32HlcSmevwQVrNri7mX69KWs4nN2CBL49WfG4rZsOlTVKpcK+pJmI6kGSk3riYVL1HVHXmkc6f08b7VmX3ijav42ZrS/keO4h3sjwiR+ZymvPeDACKi4fBBhSYx17oZl+18bbm/hKUkK23avxaYsq9nsaWEVUJdS5xdGmS5UjumzVyvjbPeCS+7OTaTS6NXly4BNVi5NOqs3Zy5cH7C7tIl/N7+Np/rVW7RH0cN5sHMjuL7X5wDEiotxOjse9Cu8QYFUnn/h+Ef/PfvNjJL42uoXKruTHDwilcnIHAoNM/ael9fxtkS1EHt7ItXzY8qaVmNa8eKi9JH6n7+ehkqwKdMOoTfwXzcxxyyNbqwP9ZR/Pn+GnX/C3IIbf4E7yq/8XBH9I8T+kGvBp43VagzU+18rUnJHzeLSfhgcl6v/42hfTdjWc7T+67tB7GYjd4vSSSGnEbfZHOppXSvob5F7abx5widuH6Euz5QvPMfuKRNuY0Hbv1Bfz+qvKM5F9dPGyyfvwr3dtfrB84WJ4eGIsksf4UqYP5c2kw9ovqG/3jsv+uNh2NLsXyyXeT48qKTHfhnV0TIvC0v7+GrVQG2Q4yDa00VVzg0OJZndWX6/D+b1lJeE20cMeXOmk57ypEfsN79qv+H8NmtH7Mvm4TdUOTbX851mJ0bx96CUa+CDdcgmapV/8rcCJkGnZLKG+62C/xur6u5Wm3R6hn3KlrasMSgv5f18bvjaY32Y7ep887TLl/rD++quWIMMZDY6Evr243W0+0tY6WmHSKVmx26W16nQqTqJbcVQNyGU+U7/GTGznzrJZhKOLJNor/G6u9kF9WW7QnoTMIG6sUlQ2LDQib21hfbLRceFu+XwQXG82u3bJ+2w6DDMTe4Hp1KYe4JoLZfG02jtQqf9bVrd+dZfaFzBaC+pSFjRo5cLYrR/G9XbqOgrq8xR7c/q75v3tdT/G52kjMTvVW92xeG1BN53ZOa3f4W5PV9zjP0d9f/Bn4JCTaXqMovwWFMtSONXWDyeBr4Q+N8e6kpilVubJxv91VWl8yGURHjuPFn3SWI18b2MK2DuuaN1VNLa028ALUMh76qVrx9+S/S+HcKNxNfG495ZVDybs4pH/abk3hb4f1k8MD4967hv09+w+nE3ul+68PScual6eGHz/zyJyrzrf+NnZjVNbXx1k66vsh8eVvL9eHGsfhyLT+Nu9YXMrVXZtD5r210Jp7QRqvHk/YkPTFzLUXxvGP9lqB1ypsm2TFueDfX8YZ1MpZbAhvc/4IK3adrU7IhRnI4/7hu+T43qYnL5mHXUX+qZrdby18y/M9HRP743Idlcdr+sqs0X9IVGs7QePoiox+ceNM1/1oE/h+TEx5bbZ3Zjhv2QvODWQE773cNw9QjvTvvsr+TiXxuGzgko/GzL3a+vMWTQRPVbj5ADn6uDraelljfP/D9Qsfnysu3aH1uGGY8PMntfBBJs2n61aDJoYva+hUKj3oYZUqpJ71moFufxsPedahd3aE2PKsm4ifnc3yNo9um4Kr3R8Ky4RBvEr5f7gol+Wxny+6+Npq86pbu4trp7qffkNZ0tiN43jTTUPfw7ut3+XPdy9pe+5OVZJlfZbz+DPz1hjcTq3/BBdvPxOjswjL59KxZzODMa0q5UMIXno+NhbR8nMcqK2+aMP/p39/egCZ/qnf/wQUnOq0+cPM1fsmBxzzC2ovJily/fWN3KbXN7Cb+c/85+yU6IlpW+qEZ1JHLsPCkv++NrZwq9IzlvxKuM1h73p38Qh58To2lkLuG0xL30Tp/BhZfkZb1w7xNq7/+N4zM7rVB5sbqpXYOSy+fw+7qv4II1emw0GNG4bpvNpcM1pfyWxOGx6wGPenbeb/a1JR4O+Ht4zc+bNtZ+kSOlaXZU/DURLWlD8OwzKlcRV7c7D5WBGrmnueJG4UDNwKCbKATavQ3e4UhCF7Os//D9XQj9eYac2W5uXMbeSAN69rFeIrV9jSCcv1fjb8X7Jv22PZtORHCfdWG49QqqDo46eHpwBP7RS9c/jZ26b9LdTcSy29QMSlOhYdKZ6TVJ5jRVn/W3h3ZsHcH/vDjN83Hrtzj8JpSq73N6at9KQfLxIvvd4XxsTxRQ3rzd9IMnKXql/SzVd66ebOwW7Y5yTn2VkB8+A/oY+RfDtImeqqkzfxVXe8GbLYcfxtIvbS4DOWUlorYRNbIP5ZQ77mAo/KBHDivIiaNU0jPnxvu6kbK5T04KnSrXD/jKayvL/rhTzveePvLZM21jEv16h8i2Snezm3OFV04/1ytMo2g+DPwvHaOL7IO9Dtamz+PAn1M6deCa8dT/Ctd71hMpJ57o8IyLu8PIv735pfBBO1vXza6lwepYCN3CPn7WDg2lWtq+Njy1S4fqu+0fTeqmPgX1aam6RVbX80km6Q3OvKNCjUUv+uNh+pt0ZjC/1PdZ25c0p7Oo/7pOW1vrG+bXn4njWxV64N3mbdzTTWqdERX+mF0kSLUFBL+7qNqaNLbC/rMz6MrEnxxRbuMecDUfU4SeYlu/L6/jbGbzaqd9rTeNKnELaZuS8KrDD63XcPBBrjeM1wXwpCTqe6p9lSSZyX2E9IO6DqHxuZgb86T7du7q1K6WNLN9KNq83R7VcW+N5qs+tVpOyuahfPVo2Ux9nFXUXD79ItWe2qGPnjIg/zj4drLrO82VJnomRtxt0MuHoMr1YgeV3CDD+NpeQLNKtzsefzRSy2PcTo+s9Z5Nbep072l0H2nEliqYvjcZo/O1OIO9inmzNvE4aq3N2/kDwfpWZ+N+fLkfXVXWY5vx9QHankM3DdJeLuInhm4342qm8kcNvlaEWNaXmgeEWHtx0L6p2kiihxeQ/i3CyKIv4fimReK3fnfGvWdE/KCnBVBFOavh+7ax933fWVdTxwm8Dxk+Ppv8bu+KwjUsl5dt8dSaiL6amBL1mJUml/0YIsE3eOP8PT+FunupP+4u/RJYtP1+N59B1bTD44RpfBXS2ry8knEm40EftbVkZNrfp/tgI/8hgPCe/ofpYoM/DhOG6mXkSatH/4dLV5S71Qj5G1L4EHxWXS8ufXWNn2NN7WVeWVx/bseZi9KZzNHt/jWaz8Px6mjOnz7k/GAgWfP68p7vl/+ht3ljj1VzSnaNywF1In5bhkWxqW9LDUv6ceVxvxvLkvd1i+i++aZIUigo3uKmUsklu9wlw1ofPh/nyE2QX9s74h/I/E1GksyT73+Mqmkv78hqRFY/jbWSReRD6aNGL1x1p33V3MLeZUa2FlzMI4JvzNuLxj31X8v/WN8XNtazrxRvZ4lvONaSd9sO/L760N8pdw2Y4VWXI20km3rNqQ9wssT6athpBpu343w3qXCj0nr6R+TeFZzre+PF1NsfrMlpLdZ8vI8Atzp33jeb6Ro45ttAexc2xyhwu0+yCkFwk4T78O3y6X7Ta9XSUw5qM7ojo0J7+H8P0EvD5kTeV3oKijn65ER6fDtpI1LaD8jjbNUSlGLr6fHOKp//DvuNMnnPlVlttMdshx/uSnTImChrv43CF0NsznHGOvXm/w5A3k6eIx6/CmOeHqbSTYy3w9Hxpe343Gj6VJu1Of8aU2y/771Rc10NB9aGiZpDthlF8PURe2VrhtYm+w7TWk/q1xQn3/VJRaBd1rxBtU1JrmPh6s5fUkk9ZQz4ZaCA6W1T514NF1hqOm7pYjwCWq73huOvUEXGN+bL/7h7pQic/LnqLpItIOv2lD8OLHX4KvJ7jcm6SX2X7xHCt5FYtW0q8gp7vPh2empan/D128m5ZNB3xtpz5j733/CuGbaXN7JFSqj2baXhrtP/h6SjVMY1h22dMmO39/0K8qKP8bHuZq0yhayWrZRcxGeUECdZta7ZNGJLN+FZe7x1l7jGT85EpGue/Q9H6e6mJ6i/+HiVpI3w+5pGIvzF+wO4al//+X93UPU3tkvPptPGLxAOLhCH9b/qXDvKrd17re+Hep5RNH63jbL4eQwyrq8c1/4d8KfZF/JmUCL5AffpW3mqP4KZPd8uhjIfPY16hWoe9su1OWJ2P8NxJH+Gae2slZz/79w9Zep9Hs1svVsvqoYtv/vJwtqD8ZpFd6rZcB1/hxJ1SUS/4Vk9MtCfU/CWuQaQ2gYC//h3DL/bqzD7ZmmjZO0MerKQZ6+ctPT5Tj+XwHjAAAAeakGaIC/AefmDRNl/4WJzUOTvWSoZq9/8OYc/YvfOhOTX+CipWv3m/2X36UMUm3Rbi0Po/XjA21NzHUyJdaT0v/pB/mzN3xFl3Xc5FtXk0t9Me3L/rhi1I21GqTFxg5ci/8EBeGz1SM2719fz84j8P9v1Ulm0uNLwtKHe9ljHc5f+8LdJWLzvlD3zt31fssbhcn+COWtc5+CDlfenJ3LiWmReBVvvpGRiT13P8bwy9fL7VN6Jlc5Hs6RJ2qmabfE0OD3xvP13LVevNuTwbnpz0x6uGjCTayar+H+Vonk6HRoid/EOE3acjm3Ca0ur9wQcuVJWrv61fOL/wxNhWhbVbjdWey0DidL/4IPDd4sapyG1lzv2H/6Rj7NMthx+l/7w76lzRNdXHlatp2rR/+N6RqaYbkyK2ksj1mSnY9DVifM165ihLu3L+/jfL5Pir1id0vn44lPamt/GDTwv4z2zLy3h6ivCHwd/DtJ09BnRK+MUUQV+dDVHsdDk7mvqt/42yllDfBrxetJrB0JcD5XGvf35XitWBLr10ENsf+X/3Gy1JV72bVyxnHPOkXYra4qNFlmw5UtnCysjl/3xtRrc65PJh8odUubNhoJLjkn4GtVEX2vDV1Lg1uNFL+X42e7a5uaMxotu3JmdOgisMKSq/SWvQJQv/G06nq438jdg7aSvncw0rEZ249L+HtTVSYtqYekLVjwZBPtb/Ge2bXoc6+NtXG/l5iOqHcp6pTVpFjmB1391CtUN8qVqxadrjFIjXEmnT+Nx7GJ3Opm+qdOLKmA/vm4uaXCEdHIjz/W0s343uZnDfS5faLXmxKYRcMOlYDnwL84n8O3NjaTI7XSQNTWqxuVVU1uGWpmvY+rB94SRLv/jZp0PzfZdHMuHfXY+pIPI4p2AlN3NrPaklelXtUcrtKzr5ff8bitxvKDJ/R07RZe193LmWCmuxnwI9N7D/NP+HrqD5dfoiy6RY/xs5hrwTSvv+NuH+CZLpGNqZGR27dPl3qnL5GwpAhbjs2uiUdR8mCGX7rxtOVT7bcbZMeyYo329Wm9SZpwvZZgR/+lM9xokHZoZVAuF8O3OUPnPdWMuprdSC0p/Jj+34ai4/w/pD7Lkhl3tJNNnafvL6EvX/l/fxsZW35dzUlYSX5sZ/0oBNeG1q3hH4BpJdzjnwxe0kPeturOMNthFI3x591V9gm4QZLf/aDPyb3+DCkqxK4lrYdjfmK/0dcIfCFwvN3+N7nx8rlKWY7NaSuu5sHso3HaHtGTh4dSLQksv58bwo8HfW/z+sVP9+p9/UJcNKM6qOJpE24LIva0Esx5zppopr8P2fUPKjdZ+SKmxniYc6bbYtFv/8PSZE74WcHvTlOCbSKIBExhG9bTOCPwVi3w9XkbdI+VHsmZG+xd08wXvXGwLqJC/+m8T7/+5kXQy3H/+/obkj5ddqIbZjy+8PecuTcDPog1OSrSAIffbNUd52SzvjZjR1bc9UlXuRzoeZFdXlUuwZGqlr+8//jKJ7vjbeo372rqm2sv+mH+M6/fWNtqgUNj7Zu20+yWpZUvJgVozf9JftkWNliHa/gF8bJ9uoklS98sYwrpN/78uEHdzJTzFbx/422TuMqheZj/s2K6LZjzmPqcaVBsdI3c+RL2Xxsk3HqTa0nJxW8xWk1ykxdo8zKQYtn38blDjLgJ3+7euG+QnX8z/oEz+/0+i0WGNuKETfNZxl1Cidnr4dwvqNFkmqLx5Zs7r9xdcuZ/TIvjnPt4XL7/jdxS1c0d7n+qrHhpzXh3/4e8vP1JH2xNJsxeJm/+N47jqWlZTe3xxf+fplGt0CdL52nV/BZfkelcak8+N+GeT1DCxb0PwZ+F9zL82UpY6gpeFnDcTbL/rggtSYr4ZFQt5fnDxRcvMHk6XI1ZBnyX6fxsi5w0Z5D+We4h18kWkjx9dU0//Wt6aelfzvD+CCS8M8kns2uj5L2+HoyqMlt0PzopfD1oZpdtbPhB6KvLKRYQc31vBp8kUZwm6vw/0Z523q1H4bOgrc4KGf18aEll2P/G2jckdBTLblTWCVebNzt2/j/kSCZvjbc7n21NTLbMzv1+vAi/rzx/8v76jY7nQy8Itw3xvDOi7LpctFrIPh8i21y/azXX8bdTkHvddU3xSOpJ6TV/PDFv//DtZcy+9Sh7pM37zDp3cOPv4enqmLx5bMl+fBkE3KeP8v1+FeSvs1BvRtsaK96SnGn0cP/w/TGVq1ksqKoziVBX6r0TMPZWLUWq9HPvr+NlVY0rrukVBdwLPHDZ4OMFo9k1pD3QdX0NSR131jZ9mVt6iu0UIzol7kufpViVXeVkZy/0uFu6zD6/4cMPgytv8zjCzivx8zM+R7RYzJt+42EFo343JGnk1tncYxujxQE+ZZv/jc7RtYsYVJ2P2bV1XOfl66yJsxHO7RTD908vr+H+/ju9ns3cmWw+cUDcRhSf/8LFHMaD2rd/gOgBCP+r6i58GfgiNLkfRXfh/sv3ayemL3S/ov/BB1WfPLx5lJdzVC/7jVEVRL/7jZtb1m6TcdZu+m9X1O6Bk3rvDrJz8Fce/wuXtq8+pMv/eCCt3l4X927S++57/4L6R8dupLlQsU4oG4//w/qy6LJlb+H9iVkR0v/Vh7dMum19WZbySWUCXV1ta5+OYYRDLE1BL/3h3O+2ahF/+FfDNvv/D2169zJnP1hbS1/8FHTe21TL4LJuyXPk1N6ufgvrW2mJ0uD9s7f8bt1r7Vyd22nHlV0sUhKyonTOgx+cTW/+He9tSanbs4nFevmwTbmwfb3+NjNbqaWbMvJnz9T6q5nbmi3PT71y/743xmwnW9uIWLxP7k+AK4MzGw4wc9GuJbZ/BVW59ll5e7Zf+lG9tzcrY4pspbj69yjcQeWy/1240pKMsgqtKdfbEZPqrGUSi5Lcm3qBmeA0X3g1qXZiLdMR/z893JOs5NvpQt/hapT/g6KHpR2v2RsVwZ+KzNOIbOs7ZK/G03T1fYbtk9xzl4WNKhRJc7y3+7wBaGUuMw+1ofuQ8kfYCQgfpYj9g/8EBGZuWSb2z4Vqb/x/+HsB/G3SvPz03l/ckl7yRWg27wJP6zl+X9fGyyqrtx/Gf0tNwxPgKf/w9y+03ctVKeDZ1T3VDzA+OG3D+HbyxTCtWbl6k0vf/aIfVqlJfc5S24TpfES67L3P7fw7WTHk76V/py6wbm7IT5t+H8uTYTGfdzd2YZyyMt/xta5M93HLl5WplWPoXy/643do2BjzNb88Yrfl1RWCwJw+jQRWvx+NQt7IO8c/FXzd9p/h+vcnYdd6Sk2Z/kJf6f/4dmsvCyunc3u5cTp6ELSX1L9K7vTWL/wpurn1OKt23aZmbpHL9/ggqZiM2DSq8VrjDp/bY9y3KCDUjRpo6vh28S28/Mv5Zvyf7Lj3/h65vurc/03aSjJZCxkrX8bpS81qWxtZvSff+KvhvZ/8MVTq9o+raV7/waeCTy0KX4Vu31fzdrMrhjqP/l/fUEE2ukfJO7B5PUdpNyxTrC7wU+yuLBpF03J3k4VnzS+mLuM+OrHt6sipnnF6+hv4h671jCyQufcs1kJXocN9q8fEbd5Kz/Gyc3KduXElcs/lO7dZlbN5EG2l/D7NyeeZ8v2vjcTgm70kwyKlxfubHTvI4iPlCnXXiMdX6zf42T/JjNPl42tVMOywmRbEO/r3yE+H7QBD+bbe/jcJo3O+pe3Wbe2bKnBh6hO4tUbMu27Y2twSvvGycy78l697SV4tvyPkL/Bfeubt3qZZWzjE97/D++O9lzLCfI7VGGuJHUZIvxtUy5NqNqfSescVWRqn1aWZNJf+N1ZHu3n1L5otqFW+0SqIiWlH/G2moW1Msbvf59aE2w/9+oIsRgnZ1H4IZo32fh/GF24fqH2ZWsahomhdP3brPTNnw2UnrO2TumPcZhzHmhimODPzE49d+He75MU2VRfW4zl/8PVyfbdak9i0blMtWCz0JGtd8Ee5d5fjfn1ze1SzSJB2sj5cKOslKn/+GZKug9eIjtPf/gtxv3e9vwQXZhPZte8m1Y+REHS1kkOfv/C3LnDxVZFKTB+7/+CCo6rck2W26jlOBKYe0+HGUIbI4cvr+Gdtpu1Vz1vYpVgt/guyeSWbr5+NubpbO8fw4bjcL+WbdTaaB4Bzgadbke+/gl1UZdJ3OD8Pds2Uiyfi8Z3mj7Xq4a7zoKRcv7+FYzh+a3UPeOjCzu3/4J+OTrdpvwVz9apd8uz50z+H/Nr9ZNXi50Y7Of8EGq73hD1z7I7Gtf+N7og150k+pFqXpL3L8WnfTJgbduOzXg0XWSaWNU/h3zY760rTf3U9/BRn+rpNNvXClXJZfL1nzyJd86j8EtWrN82fvxsc71Vc2SlBa6S9WNN5ZYqAOe8iMJ9pBqXDYJNFHlfgu1kyN1fb8Oz1dFTsc+n3dmpc9CD/luKXWHlqpeV/y61l9/Uby058fVflsoU6z5jO9SNmKLL/rgglM7kzu+TPc/Miw4hOP4II+s2rZPd3nWKFh+XIWP/xuWNdc5R1xV35PcZEFjvNFv8XuG+iXdcv9+H5braVKdSrzEyCDpeHcr5fr8KUWttOnn+TLD42u9W1mw+Z/I8vZIQQf9f8btz+e5/n61NLUo/2al8v/0Ee75782fBXqpPzMTcvf9Kfje4MVQ2bP26bNvevv1Uzni4NPNm/8FvHVbUYXs/wYPh7JyZPdtzyVud8oqPd/gwkvmq+J9xicLENcv/uHsa9P+zfvJonzgjnpzGQ4u8ag8v9eGo2Z8WWWXMPyx3/jbq/VmYe98VWRff1X8Mi791U4hn4y9yrG48018nfva+HquW85q7ubiHtFPs9kpIaq73IL/Fn+HqTujCbULtWl+2QTNG8PX8qWlPhe/WTNc21//gqu15MtJKfJZf/oFN7WW5OveEPh33Nhd2k7JPMTIe80HYeX5DQd5cJ/wU3Hluk+/xyl+/D19oPelXi3NlJfupd+HebKyyeLafCHuxq/lrreX/vG5Jvc2K5uRmuJw96/VpI0321GPuE/gg3DX5X7Nnd+CtMgf/4LKbyOTywx6qzPiX/7GlZhJNduH3c0qWvxz32ITLoRvI6Bn5jNtFuZASVdDf0+FpF/w1JDX+lwDBn4axR9x8dpcGvjZ9fZuJHlXDzKPy793L9+8pliB0ZFhn/wsRz/Njsyd/qY/xEb5/8KZ9qnV3fuvzL/9B/ubrJN40r3lXLn/hjy/w39hZ7RofL/1ggLdUJJzekW3MgXpUdtI/MbWfxtpUjuBtZIPInr486tU6rZpZGKOamnFocSSCB450pOeVCBK/i5aNhtn43tKWeuNK/MQTV4e+UN5D3KScr8Zqa+Eo2p2svS++tDYke7F38OVLqG6m6xrL8YrriQUhukTv+VW8RVtzQ4fdNZ6Dvxs7qZX23UvScnWGPJbsa2d+kk7M+Mf9ER/nbs/GkP4dIfU642p9i/nqXH4Qd2kSns38v/8EFK9qkHfHgWLe/8gHqeppMCv/4INaRO8ubI0McZVbuXFF6iJNp2X/fG4704aju9ceV+KOlLw3bj/grrn6a7Pn02SZi/C+45Tz/b5ySlyxy/f42trbpYp+IPXdN0v1kz3Cd5D19C/Koj/jfNUVza2fpGPdb/LN3FJdQS+Rs9xXzW0Fy/64KIMXT/NQwx+P8ewzJv7Ro/CxUHtBKTcHt19BEt6C5+DP0SX4L+ahfmzDO4S/n/xuSFckt7SVyuVOFmKv/BhVfNtgf8yfy/V+FO5aXSc+TpvsPjeHqI3m1+Nb/L8sjROXGdplBlHd38VPmkNq7v/BB3aiPdWntYy8Mfx8Icl/D0qrvdarDqhrHmv/regS1l3cPxs+c/Bhc5o7k/nn5tF7gZm592r/xsvtZcaiSwOVLZV/jdQrSM8Z65cP/h/rtuXZzSl5Ypv9M7rcv+6gg3aD+JND1WoW/dwsjhH/+CyO9d7Vaq1h+CjRCtumqeDL43zyN+lGFP5tcob6EcHQ7en8blk/dOr7Vbgc7YPp/+CLNz54fgrjnd2tJrfwl9fxvjiya2VXbTSuZhOLjZH8kT37gz8+O/DTOf4Krc8t1wmyHvvxEuqV6vrnL764K80rzUy92vvw7yzabVoPdxpK058ywJNeh1675L+vjfLh08xubb3alSYWKO/a+Gtjf+CDLLWzeOLaqYPAi9O6//w/kukfZZfCG1f3dn+26IynThy0/jequxpme9p/TzUOsprErZEZF5S1n/Bb3bfY0vvwVcc7VN4Ox6bd4qe/BfXSh+Nni4OAg9+b8PXyfxpSasMv61SG61n95WfVefwxglOpSPLs8zbZtAmM/GxTLfCPcegw75nrdA2NYZNsn1cTSDvNNj01sJx3qp1cddYf4hw3s0yJ716AmvUsM/RGH98mnH8XY5P42poj1OubmYs7BITiGkKJuAJhDmodszJlEmivxpKv1L34+sspvEwbjnf5f9cbN2tZnjK75C3qsr1VvZVfl/9wQcik/Jhv7rNr4r4Tdwnjb0+X7/DtM+VOkr7VM0dfPAZnP8PW093Nf0x3JfTTggqiv+COHqHzggz8L6xn3MuvYbilcllbLsFWan4JZqebMXnV+OpO21L10kuX/1BZuWLty8zRecuYfjYjib+2l7TjS7TpH3kv9CN1//4Kq91uN5tOkTbc/G1eXJUKDVNuUHKb6+2zZfvxnk96hZ1m3fw9u3bsnhx1eWzek8on7rej+FJ4Kl/ja4e/eanXX4JfTdGfVNKW/D97VVut3IaYejXP//COTpeb+Zj426Xz7LSDZ+jmleK9RrxEbc//hnOfprj3x7/8F+WubD4luP50oxn/GljJAPad/PM2K9Tt9+bahype12CX4qcyntumviwN3SbE73xpNKM9nOLm9W/3YKmpoPHfz/C3bUmbr+nN8v9+N5sn2S6poXHaa0hU3zARyIbKaa1//G+/28Z0zc/XKm7t9s/w7LSSrovjdurfk3Jvvwzk3C1H+4QeV/34e9gz8NZcnxx/cu/D97TYe8ltm0/J2tdTGZj8zAa3rbPL/Xh2u58NmTH0/tSVv/jaIqWdlz7Nz4PKH8rluXyhAfw1Zk//h61tKe66ufICbV0zovDjqFUgM/h2yl59tKs3bn3XJj/4furImDqv/XN+Ss0To//h/utyfJLN3FZ7/4INWpe26uF/M1vPc5k/DqJyiZAbc5XwhLnM9PPjav2fjdXJM0Jj0ms+08TTaomWbKZacN/BBfamzFXeNPW4Lj6ANqCaWkrsfL/rQJJMD9Wbkqfjd3JDD3vGlLxR1jj9/2x8uZE8EHr907uiwUtVBW/BP5eN1rF4sX4fybasaXzrxYHvLf/4XmzWTcbqa4Itj0v/w7NAM+L38veJw37u8GYfax/g/3vE8wTOP/Ds3UL9onLta7X7Bsy/+DDUzE2st6/Q05nhL34EW7fyVBr4X5usv1hxL4//jaNTL+7W7aZM22vyafDj/8PZsN53WtPF8IPC/H+CC83J+XQt1uaw5NVb/4UlwL+fnMucNUzL879+Cu2X/Nidny/DG0lqvC3uS/+L5vefSt+Cqbkj4X+ulLK34/DVUg7qHavl0ov/G5sdNrTtZs7rM02vzipepjbzy+FLli7X6vJ59Rmrv4fG0tWXZ5VpSakyLSDhaklyznNfG40vr1Cpal/afccoXXrJ2+TC3oNheFvggusmTUb38vf7XqmWocW19Ip98/h3cn6yee+YNoZSH3Y1KJbfxuOee513Cx9kzlCPnqPdd/G93u20V7rrZN4uZSyv/w7D3tB7fVvLrWL1h7zLUf/xu5qN+f3y8u4wy8RU2LMyfFQc/8KbojyrLsmd5mPQaL7Dm8I1VIwt4dtp/w9u2bWrM7t9kk2r5x4ONG5l/Ydz9qzwi29M/mwjac3/8Ow962bc1D7M2QvsCtPzDZg8UP/wrly45Ec4WGXv/wrjFW5abNKa/To3cg++8O5WSarpLyR5/qvftFnT+HteXLrP1jnuUIM1rH48LJ2NmUb+Hr4X1efQh6X5fosDbbcPRL2iVTA3L+/hXn0kS5LUbIWbbf/DF3T6r2P9ZG5o9fYIK1UVo4frHG7NvzNYmiVGU/fuNn/0x38/jdnbFq0mj9yjQJfPw3D0rSv/h+oX8nxL1/bwlXK4NyzvjbR/lyLVL35VrnvjNV1LLx2c23Va3/G5jjH1Njce1y8+L9hw/vBqH43l2f2zbSl3O4s4vteE72D88fjfI920dCeH6tSZkW1mhluI9lNVk57+C/MxqQ7rD9o5b7/D3yZG+tynWyOF/MXW2fwTcs7/Tai8Y+GShj318Yc9kIM/FU192usKujfL/1Y23t6la774TKPHW7dpbUZtiUDKyDtPESiKLIoigROfLip8aSdUwzs859trzviI/orQ/QDtVqU+PhB2q+NuzPceorhA1GbvONcrxJb50sbHy/9Y0tt2ttN2eibxbtnfNTpXUqhvmtWQzMmpg0JuN2ib8st38g23uE8jsgU124b9brbkKYjmYbWEX/zgj9zrHxgIoeD6nluKUbj3wQXDVoqsKbJLdLHq/Luq4eUtoTJvbC3xux1U3tk1f2OaZRdFihfn3ycv5kM8yOoNaujv4m/mIsF/+NrzMuVVVaYKtHI0MjNPN9wSoboFyIETclQFfWe5EkuSsGw+i4yj8vr6jcb+fkUb3XTP5vuni9ygsIdiqYO1JYav8aTqnuFzQTziP35lAWEc5SZ98a/8bcv4t112gvo7rVfp5lLJmbehj2cv6+N4VeV2cQr3Lk75cVubXVekPKRQ9c5f91G4zyW7rd3hOkhysL9tZPzI8CF6qxXUMTz7zyfxt2nN3ufJ3UvSsqshVtPzVOpRy6HxsJVJRuPMZy+pK0mtJw75/FDHdchni/+Fr2qB7v38tvCv8F91jCmkSDu/pZYboJvv/DF5OtqTCp8NYCw7vGr4LJfE8udV1Kn42hKQ+VKKr435fqpxIHhzse2DT1I34IKuk/ceXZpY5jTVd/77xsR7916bmo+X+/jvazvv0xvqRqRttzUn5ckrTgyZ4GG6r/4dzSfibndaktlB320P/+HuXt3NrI39f9eS3kswtL++o2beIksw7GX15qQ3NwU2n6A1z9P/h7xuG/pYUmqvMc9TR/+Hdu1qqZN9I/+mnv44vh26urVXJHXzJlvU/5L+CetJ1E8J26YX4f9JtxSuIb5UXVbNL/8bLFYqGg0PyeXv49x+kP+/U8Vp/GPf4V4kz7n6/j7bb6UtUvjaSsuIeYvjuljT3b204dov/wYTU+1XwfKHhzvl9e6GxeTUs3VYvcqKzNwHUJVzr8goYkbWCv4IJtP9RlW1i2G+lswqZ2zU2zPq5P43vadIOkbF3ssedJ5xR4T+E3lf4evjPWXvJ1ZxaReHw+ruFjJY3v+N0z69pdm7MJK3buu/JSy0tqltw5tF3Bp4X8NGS5FaLY9/A7cbN3w9bTevjg0XJj4XcwtkT/8FF9Wpq/j4JYX9vjfedPwv1LwZmeW6aRMvn22oZvil/9Q7y1rbTNif2ibNH/xts2t9c0nfupP1Z/dM57/h2u6y6nNhdRdDT8wYpptbdDN/jdptbjC8ZY9/rOoBzgpQlMfjZ4RcvoL43e0b+EylSe9u6ft2Ej6n5Eph6/jbuvepJVdC97/ZqhHo1t4fd8GkTv/h+6emieU3w/jTPMfs3vLn5f+sb8mvwnyUsX1jSrTUofJNEUUfX4dvue++pVVLqSldBdR+X/ehu6nxtcvXjavl6qqDRQ/P6wjHQmCzF3vEmDnx3P1dK/Jfw9tVRa1H31d8eIsE3tCvw/b5Irm161KnNMa7/xubl/HXG5I2lbVkpwIv/Of+Nzabnfhr+9lxkr9X8BaKSn2+Nd8F8MzUq1VPytmv/98ngz8Vh324dyf4ds0sT3G4+XNNlfIMPOKEdJfwXbzYTO78ENNdx8O5mH9Waz55pYzmC3Jsv/qDC81Y5tkPGo0qLtTB45+vCs+Su2Rd0VZw4+//DMN9JPmwwWj/f5D+ML/EZdfJbN/h6l9PM3wx1vxGCXmnZn3zIami3OX7/GyMVTLm2Wx1fhzEuL1bqhvh/8bmxNut9F61hJfnZn6hN3D7IOmjfZedaX71cO3fLobtR4+JXIMp8uRS5Yliffzjxr/heNZOxHiGawleQXGdmxtT4nwH5lPr1CupdZ6iGH6K/8hvdtW7BPtolzI01q3rh6liHjftsi8PYC+xezz9o041hi/KX99RuM8fuo2rK2ozaYS2W/PKPkZs8HDwCj3+uWotpsK9fjZK5rXFL6xZWGXvM+u+dzxziSGsShVWzXD6DB7AZ/h7jMNawjP2U0qJWyRsngEiqH0lRF/GeHFw72Af8PXPsC90rQYr42y50saeA5+P4EMQg7AV8AACk2QZpAL8B6F9fw+Hsc9xn4Z1LeZmnPk8qf4KubX59b3sPgg7IKNWWIe925X8JcaeV+Cbyum7iX/tQWdworLuz4rSiYfhzqphv0ZZK0r4MC7n1Msds2yjWht1/BdyFC/dJz8KePVaKNpl27L6Ltpvw9wlrcUuOLkb5HpL5phvb8/G9sfGVzfG7gaOG23HmxctFiQQvd/4JN0Sxfh/idnJPzXejWXLRrfGv/BZwk/9XWXv2chH78McuGJu+2v56kUXrgg6QYGQnPkShl3ONuXGc0gkfj0mvl9/xvSNSvCF5PLGeO0BpW9uRvtqHOdT7/h/k59Ztq6lyu6qv+TBaEe504eX2XoJfdfD/PUCdpTV9fm6ZwrCxnQtKa3Rl2t+N6EMM/NS2R+zslPucmRtdceOQVQxOfy1a/Bmu8E/l50VSmTd+NzfrR+bLid2d2divKMA1OQoy8IXJQlJiQHjvsNRL4275sLw6eiM5xJo35WzXC4JtrEwS/DTXrAlZjsPWR3C+Nv/EiPwTex7tqO520TlFkJPDsj7njR1uK5T/jeCNfifHlM+mq6FpKhyxd4eZDZDxJH2215yI0/8v3+H+oI8vx9cNXv/AdSz3Di383l/rwQaRPx/D3Kh3zNMTL9CnA7Qj8KXqZuhmcM+tX6s/e6bcVvjb0tas+P1OH5uxl2Xs1/u5O0YEg9H069yX/D8PeuM+2T6rdb2917VP171zj6nBvXeNk0uXQ6O3MZI91uSR0zCrEmVdGcuGrkzL+t43R9Kk0by7a4Rq/rk+eYCPrdWkfKdDU5yJ2WxX8Fl2x7OzBtK7Na7t+CDcNml3n7/UzPmwm+kzYbIXkDYR9jL/3ggv2TZMTLGpPVcgu3O40WPxs214doXH3rey9erD/L/Ac98wpCy/43seXz9WY78qfsq1iUOWp9XXvD5wZ8EEsrXthq7KUQrlmsIeT7/8v1rjdahfmg9hKknPxzoramie2ftb/RScxPqumfjcKOlrnssrL7Hkwp6+2aVG2TLxlNqUexN9U94vggvekb3orY1Ty8bHkNOP+DT1rL/WoILsnc0lufxW6QDIC3ax2dtOfG4sQ0rafJyMv6nrN6Qzy/ILlsjvkv+78+fxvCjRLrWk+pXdaKj7jovf+NzRWOKH3rka/na3Pv1o5PMt8bWfZrUVum43bghdYr1h34NPtyxDbaa6zhW/cbUjN3+O3jfheqeLHgJn8fhNodupnbYj+Npyo1+fyi961y84wBB+0VfRxTtfNf8F/Se4b8m81CW6h2XD4eO1FD/8Oyf3x+75uHjKFZZ77R/lV6ZTS12+F7q7ipsh1Sy4qBkbxnvDfeWCxKv6/sbfqq/1c/J722x2Sz8RlgVQjcsfLo5deHMjeH0TlH5yqDF8LzXzYaQ5V4f3iytexf4Kc8boMnlaWFaZc8/DsvNXoSEnjNYa3nFez4J/DLn33+NmyS4c0BHldO/z7Nxzn9ntxCNwlXq/+FeJ5JiuryxxEIWuSrnsw6G4bN7Gdb428JNHvrGbhFcBb9cliYcfDRmGzUbamrfD88d0upH495r1rH/p3/8dmYCPz57LvL3Nm8fw9UkdevrNKXr+LM6n9wZrrBPLKb4vXF+CDPHdsS5EsIsuYTIjeEnqbMLnrL9/h7Gc5CNS6XFtvG+ykQFHvvvuM+pWvFlriLXuHdTObnHKbhbLPfnMo4CL87j//ggjf9ujK54Zz0kfl+c9Dva/G3cxG6aseAUGwhevx1ldWOuf6e/ubMxihvY1s2Q/sXPtChjw0j4leXyy/343hnf51nW2Dl0qukTqlVdvGGCG25hO28PxcP/h3JZoMfHV9VSD2ucPjtXmsMVn8bq3m2Mrfdu4b+Nvq6b+aYeOqLS1Ivf3vh26atSsuJRq2WX2/tanNL2g3dNoMvGUt/T4IK2XGJWoYNi36wc4eJcbzLqtG+X+vG7J60Xx75/TeWHmKnWdmhv4diW/xtMVuH6HjHck6g65PKs/YaRv5DfW8rTClAwe+HYvfN9zyZsxrHQ++YXh//jaknq5MbO5qtk9to7jX/acekTf67xt+SbKmXIRaZ/rRzyOKxPOkr/8E+GqC8b8+Unfw75fPy5KvOWCw9F/S7KNE27QyQP/CtuMJErVS6mZ4oS/ceOwIMr6si+i4qgHwQQ/5kcq825c3DvoAFRB1be15uHpymDv8bfZLm7uk1qcnLrG64Tceki3uUzSOHgaeF4aUx/b6qUVTfiFDGha/G8+LH8/jTyIG/n/Nx2TyM900aTLXdTNeF4STmy+6+Nna02XD5ruT10sC2/19hXKdzCdsW3BL5i5YlgNLhMw48K+N32dc9hGrDY0b56BZyWkXTZxH4UqyOovJoqClR9JdCxDVhE+X7/G9ovGfaZy27GpJjMnbWUd0Gd5zU63C1Hfkx6CWt81Ps8+pG4r3G2RfEjvVnVkwvu4W0sVpIu48yplT7YST1iKSliQt2o0N7uzl1uo3k2FHr7qmKsM07jnaeW2Gltusz9YI/Y3rbax70V2upc9b42aur3s1uO1arVMrV5tSb4tql7W/fu1ye3cWP0NBbFL+n43PrxVEwFK6417W/CEifGknq/OTBD8+n/4eu1Ju5/VN4e9tTrMWRqCL4fwCa1H4f8bieyH2f2MnNl7ookOOvR6eP5MTd+CDwzWKaTkjTrlmVTNGOPH7q1hNouhdhLLFv1G+Qmn/RoPVXz+Xbvwbknwo4ZyQZJ1AmJaoO12xlA79gQ64038b2x1CHs7rNr9qkYrb8vXjNh+0GUsYd9nxu0vny6BjzHXTJGiQhxTeduj8E7Zw+vkAj99rZHXevi7LxB5ecnYY9Jq/jbNMP3P+33NtpjzGrKo+WKwFiT7HoexJn2zkTS8qL42XRdfljKB/25i4QeMbti1351gj4Sb3L9fjZMZJvbE7nnahfRLG6ZOeA5xmx7rdiRdR16jY9Zbs/Dvwl5uprO4HI9YZcKMB0MKorHtE6q1+UkcH/G7TNbrS1WayJvqOq7QjvGaZVjIiQt8JIkDSJEQty9TUO/D1cvLjeS7J3Z3V8WPAVQg23zEf72GhfTBr42k5ZOzkucXG6My21OT9Tebhmbypb8o5/G6ioWTJE2ow9Fq/mYuHDY4S+WXMTQ1LChr/s/P0U+tRktCxIqi419DZ7btvwgaop+q986W2rsM+kI2NZO+Q//W7TojQE3qn9y0DD8b9P5tJMe960Xnt+Oq97UtKaXgiR5ib03DzAl8b3hnUqw9nE/vSZlyJ702HVcK16p4tB7jwS/tVuFO1T0+Nns/Dfj9UvBFSb/UJBu3rheJfUpCckazRyMBoEjXaIsAlQP/qtllFndWJ/46YHX8P+4z567DZ42zSswx3AFbcW51en5vujVgmR9/9/Q3cYyUrTbvNVjMt+O7Mz0w8kutlUa2Gsqp7T9dWNvluIS4xesZ+yW/Db+sWJkhdt4otgK76Pfe9ZKX3vxtv3Wp8tuW7J+clyG6Tw4az3oMzh+WpUkVwXRrF8bDX/rf5kko+rdJvd71ijrta+3hxcvytITAa5b43dFw3cNNy4lskmODvskak12kbU/wH+GFpx0zDOYCm//jewlyNKobrO/idz7e9vvYYUbnvE2zerr74vRdAd8bSvGCtpavpivSIdrpHfr5B2NEdGfx2AKKMl7Wbg2vjroka4ixPm4Uhy/VvjdiFgsid3bvrHvzqKiUm14nSqhPfYn1B1FnKp5f6JYH/42XN/UfYTprMczoz36kj4i+Rjb8R+qfdJE+px7Rutuu9A+9X8bjWGuJvuNC7vI8PdLlm3O4n4x2ENqKuapWfbbG96ZFlfD+02Wd5Fd27YS/YfudXCx2E1ItaSnqXIdvr+N9XS5O3j3nvaLsbWK36bet++xRkx3eC/jbSzNa8msi7jlWrxU7de/Q5xbyXmabPosUGfhc1qI5TuscJW/l/Xw95/zSm14rqj/21utNd//jcU5Ysi45bdyiymlavOkdxkfHP/78VuE+rfhBe4du18bbd3DHmw5H2zNO93tMYzr9W7kGPq/4dxngWNqlQVlcqlhcoXdSoDs1S4TaeXhyDS3337ggmpvxHu5/eC6fdo+/pQfw7DxVfbm0pvezOoW2UimPX//G3rcP1LYX7peF2safv2cNmXJXJxl2mmUb/jcdYb0M9rZvFiFg7X6qvDMvrsnU018EFX0Xn30woqw0FOF293cqQo/h3l3I1Qr6VXhLgh7/Wml79WU/jdzcnfzNZKcPb+i1mqhBzU20ykW4lJF93HN9SLe/BBC+qqd7RccrcPEKEWxy+sTEn8blM/m1I2Tfslzj/KuNIsvuvjazFke7ztpFlVKVqq/DKcH5wl8bq8vVYHcNw+XRLje/LZkTI5Twj2esqNbdCvTs+KX/XD9PiX+mjW1Jvig9HOesqznY8Jdb42XvIq6G4LXRe79M+nEi/CR70bai8R/L7r4ezXim6Vp1nXLEC7TZ/+FrUv2fV259Hu//G26zl7YxLU7vjSm69+Xaw9db/ZcIniWDPw4RyxHTc+S8Mr8X/BBrU2O3eWnCFmOtwfbPhAr/G3be7fv3c3ZGRH4yrTL93Pz6xsufG5jPPQDuZpSXx3mqbhj3awJf2drdrcr2cVd43j3G3x1Hd8un12Sk7+7izX7b0Z0Adh361Fv8P2arw7dSqFofvNeK98dc//42bqas3GF3W+fu6WcB7kW+8iNM2fxsusy2x01FyldFm5NxUcfZ/++8b4Jv/I6J27C5ps2zx3KNxyxttxkj+Nu6zYtUmIPS7sn5yXPj9TkweY34dp3ufdJWpfXEaCAEZNa9l/8PV1szNiZd3MERaR48Zfio5f3ckbu5u0pq7gWfolKZGvX5xYxMAj1Y7yBYCL0sey8nG9pzMW7vFebYY81ktRmsr85/42iG/Nn8xpb8Xr/S5yLgykIfZ2U3sa2ZvOOHtkMvrltje0ViWseZaWz/L2/N/79zTvW2XcbSvjdQ1093ybNqUfw+yfJUl942/Zd2aTszabm/GkNXcXqhiQzSNqdgYp3Nnn6Q/fBBz9Ul3kbE6GvypMvKNDwRmUYX+NlqM8u6X+7Ai6V7caXKtZL0kXIkTp2bIgj1LexCrrDV9DcZVH59arVuFX+HaXOsxFxmt1sL9hpe6BRvbqdYAJdd8/si332FrebJX5X/w7ysGfiqJ3lRn1Vt/BBbL16y9JJeukKDT65Lbhr5f/sbf4lI8krzqEbWLYmx6gIraNWH0sQOWsXzOhkp+HZsjmf7dLdU2fNUwe8t75y/+42eMtPD5HiXe6S5FAYtIlzns6jmBV8XX8bWSXtN2SRvPLzV1G5HRoMUZTX0+jhHrJvS4eyH8b4r+xub96b8w6Vu5qZzhb4vPZv0Njys6hkYXFLha+TURMZvOKYtsB52gh+PyXQ/w/umfLS0HqjSd1/c83Ye+NkxmOt0Z7bkn3mfEvixjK9PW5lcJs8MZb43i+qZcl3ebTxQewo71ZI/+N3PsbWDMWqVdxNXr7ryjiTAw2lR0CHUvzJzm6cv79jaZz4/SHFdq3xal6QP/WfDn8V3cltl/D1uGaG++pcn5+pdNB4W/G7Tj1DRX8Zpnxw90vCGpE8IvGFHEdr90K8n/G2nT1hyhV5u3kvb+2vaJL5j43EWN6aPtuzlvyWVS16uQof+oz4WmyGGX8P7hvib3RvmWT44/20Uv9je2tblKNlRH7seKM/2kgtmj2Fe094jsXgFfeKr43debEH73L1tbspNYo82HUKLHx9Yypqzssb9xqe8304crXwZ9An0paVpO1vY2qz8t8Qa/XaVu6r/KJHHrRjxk2818bk8owrkvmxyVJsc2GQaaq3zYfO7QRJv4cr73xu4njeTHt6u57qidwBF7kdXWf7uUbl/6xtWisoe0KxMfic/cda2zMUyRyPCauEXdOtxf4259duvlsVy3Zj/nVSGem/9Bg44r/G7Nz1nja9O75B+kZaPIVdMjk0mS5/yy5f/sEE1pck0rGNYZ64yOtPK9tikpHGjgoR/G6xyl7NmZMPirvwbAjzypzfSl/6xuRm9ZPSP7pFindnxwgc93RfNL8PX66CvmV7cN8Hk+eXgT5z/f2Nu9JIlpv3iueNKsuL1y6/sGNOPlBvw7fV41Ue97zHHEkqnJzJ/42O5W/F1Vda5MSfTdvfyi56rjky8d8v/0H7lkzktt+9K1qZAkRW7WXV0iS4tpf76BB0mi8jSS5atIO8mKHrjfYJoWUXtBNv+H5/TqDKOlE01y3Mw30tlf/jZ6nPrt1Hl7khVNXWHOa0lcYgaYKxuxW6hfe1PBpv2/vKkQ5py/JXh7cnlzx3N8xkZi9J8yN7n/4dKkmN7umdP7pZIF1ZPLX1+DTw1iFgyG3YZXyf/je5u7VTdLSQeL78u+XbEHXZvOlWX8OidRQkfGke80pLtar/Jl2d+NxmRb0Ibj0Z3ND5qxdbxVrY2e5iJgT6VekbnkvaddRr8VJ0kSaWyuqIxe8HVscPgvvabTZt0oP7q7kZb+Nl/u90mz4auqbTcQ6FP54h++X/h8q5E4lO+FHdpLqSXarkCgccuX+/BBNI7IIbV9zn5P6OYCICkw8jRO3BswfRK/N8qfxvkw98E/uO9o3SXefcokDDOFpqLhfl+tcOxtIfz7PYE2puPaNd0EP0Nsc7RskKQPrtbhe3Mc8gwlyHCv8F+MqevHs/4/wieKjAz/h0maLJm27vzl7+TiSRsryZ7gpLN/h+T4hYeG/X1ZpdWq+Mc6FyLKuwp1gb3oRfvG6X6vxt8VuiqbI9Yug83gRO0DvmuxkctSzF4eAnq+jv/G15Y6b5+e0m8u+zI7eym3tMMX/9Qcm3WC+N7mm0+GX3TzyDvmcU1tbtuRFDFXD3eZl+38bX++3HCRfT7e/F1DGEEXem9v/43Yd8uq15dT3MtY2yMwNK6UTjLuq6+7vzRpKC/7an8bW5/TKw7Ld43qWbcedfEes7T2tYeQJXVt/D9tjYzZbNmX1VfyK8lKy/r43aq2yvcZWvk7lxzh/s4ymby/wyUn/oTvCz/8GfhwktIu7WHdl/42uM13Z/q0ld1pMrttxIwFTOb8PUrc+d59Ga5V4lybrKJfyBNx8EGKbKfFnnydmezM/V//xu71mbrS2VSDN6w31Hy/9uN1C3a3v3g/zfnbTxhIs/7J/l/vwQTVuNrVvT+ukvzXtzpP3xtOJtvwlp9QgiUG7zbKJlz0Mn7sTcg+HdoyY3lbL1nXmZdz85ir+mW7+Nhr28pm8PeFekGRVYe9l1jiSn0gw1dCcNS/b+N9YV1H/q+/PFrxXVXTXlhuS1Vuo3cGtl7MTYtU3z9c0anZfuQdWtBm+Z/xt8z6NstSdtLtya9XgVdIuCQ/rZaa3jny/v43fe5Y1Zoq59Yjj4RQv5vuZSzI1hLnhQyWVLTGvhal+SVI4lNPbxWrfJZuL7rMr//DfCjVr/nqNIIXxvaJ0tw74m9x2G9aeL04RwiaKLDROmGklbgv8b4djtke+9u3ZVU1+h3XGnxYpWOfL+/h7VSohyj69U1TUubpYdk+u18EGWj6tJcm4v3jxcuFvhelCflibFJV5EJuEqg7jwy2qoMfLJKnewZ+KxD/DStxy/V+NxK51Nw1Uqz/Er8Vk51KOM+9uX7/D1rSsmh+PZhIPZHqYm9tnulM3n6//G8mvjLOfVSE+lbz1KMOrWZOEx+t2IYkb5fG1dU3DkebtPxXC0l7QvrhmHXmPsN/G7tJj1iN/1wq1HZVT+S3BK/g/0Nf+H5cvkiMq2PCrzfkphCsfSpUuFL9XVjbPn0Kcbm7uY7OyPLLYfYbD22dlJXy4Jp7d11jYLPl1STWrd4rP+3N42mnNmM8bB7apb2LV9h+9zMO2r5bjC8curTyEtNptLbzPwxP2iuP0csrpLDgxMn4bXLGtcC/Du22nMsaPRGzbKr+d55hk90Hf2CAsJ6ThOGHFXx5tcAk2jloyp0v+NjN9XfGRdVU/nDffOTcxf8AK8vqn2r0e4+F+Hr4mwyVjO4+t6M4w0+ULr8v9ajb7Ip8L1VJNIKPS7Y7stE0cTUtK2iin6TuXBeN93t4dJey60be9490J/76tOxPS/G8dk9e2O4488jdmsxtuH53TAmYq0qkaXwtdzZpsTihPtDPN//+Hrn+reF88U0rEvOV/y//Q2WTRdl8XIduwzwu7793bOr9jht6f+G+CfSW/XCH911X+DPwRbKzePl+38bUr3PoKnWGlCdduW0bFH/3BOF5w+mt/Qxdz4INzdkKV2523lZFFhlrbIBN6475+Nu+O9q6Ne5u2vI780hCp//D0n8xt2TH7Xrks6IghW26TsuKwLanrfUFv7jufjeDGF3GW526epVU77V0xJ+b7PSbh6JqCwnfDu82Vlt8+PK7B8sV5oV+vIr7cr/j+N5t5J6St5qXtwypP/+4e82Hybx7d+fsrYkgnTGaIZ7TxwTbtfrSUbjFfPWTa7Y1vSvlvLwqEJten+yZKt/l/9sP24y7ttXd3LqBUX/4ZWRak16jbnu591kxpdI28plUkcSRMaJEsbEw4V/jb7u4RpcMzoWtu/kEiwJvYbfZ6SSnnpuEwf+Nt2+s2ja/PGK8KtLUbf+w9dPCRRHPwpSq6W+cmo2mup9+C8rsy7lusLQ5ZFT+X/fBATFbHE8dmZMSb4gD4bnQ7lq7j5MxfG5fL07oJX3kI2Wz7SD3tFh9o+35ldd0Nrujjdsc5THmAfatg/HwfvLuf0wrkWabFwR/+ghd0tEnXdXygg1h5vB21eJXL3bGdQStQ7USw3Lfo7eO79xvV/3dtZNX5/jnTWLKdcNobZNodr0wyW+9pKZ5gYnu8/4YrmvBnwZ+F4dk3Nx7T3ATe/Ku1DpVOkgLtwl8O42ZVEF8beF3RIcLsm73sjD0X3vIHeW+K6QAtSas7WARr2P0XKwxyy+vuNhFSo/ofn2C+Wxvt57Nb6L+TnB6gMeTm3HrmfjsOQSsfq/14NNdqNvkjkEg7o9s+wjUtV18LeBJvxJ9FPovvHgzLGUE0Wng1OkCV5WaJ6kPv4vjV/GzkWrFRmtq4E1N7uO57qXMsM3yD5VaF6bk/rjv/eHJf/cbZ8pBi7ezuHvIGxlgnp4/TbETi1eIxWVHKiknAZYsfpt3+X6mwTjNy83f8MEcbo1Uzta/H/h6kMS/Dl7rBVlWwGNnlBPl8EFsORvu2iNA2B3Zst/Sjm4T+qQH/N6n6Ig/9pf+8b58yc+8V+pza8bf+NlEnvyuLrfjdRyJaOyrie1S7Z/5QxFqL3q+//8bD9c7pJHyqRhv0n6sL1NlJf8O7k/hfU6KyxZPpzs178AS9+C3enOOh5nGul/3SG9I+zbV5eBlXW7bRtUyn1FhOnScibNwfq+CDb3JDG8J8QUgh1UUdlrgJTrmEqxRBmR7422XtovDa+fLf1S96L3JsVBc7u/OshM47GnRFy+6+Nvbt2hH1w69JluieotIKW6zWlU/uCr65Xy/r2Nr3Z9vHFNKY3b8WKzDUTdWNxLLRqHe8gL/H1rCmV9/UT1Cg+RuH5frexvNIv4rjf1LCIddtsg7MLUTx1JY9USLGe7ZS//Qe0m/rWMrfdWEZ15xv/+COHqZ/oNPG66UmxD1dn8e5n83OO1nkOJM9h6SH8buPYZ7vtuTv8N+z1B78jqWNlF8bqVJvwsrZeb7GS4GKe1feHrLe/tokEPDtzqW+CCavtq2kH3vcoxZR5JVhQajc2h4PnfwQWxmSef+Xwx2OkX/nXOlrXGxhW5fCitvnif6tkRLE4eszOrau0GoVzCbLaur7D9sb+b1Rmwxs5WTRwq9jiTzmXzkP4XvMx69V2/XZv5rxL+X9fDuD2+XTbqvnwzO9/YnJP4MMN0GTMLxn+wHaoycJnx3ZxdLKNfDvNp4DTO/ClyThr27raINlLGzvc0DUv+6h/vebHzcXuVLRRqJplSkrS3uTrfBBJrMxtZ6evxK/PEb1upXM8ERB8bjqpWz3ur29bvYaEfAyT09vy5tv/l+38b/HcVq88hu4lsrGuBFbdq/B2/Kz8gXyYhffGy5Il+ubpnIskwdJ25cuUCUtGNu2jP6n3rsJfd71+pP8b5YOWLbd59amefzfOhMqfVg7MLhqUT8bJ7lob9XYbyns/NUiGTKVmuvD6w3zMvruo3TWdxKsPy8KOh8t6R1Ev0ZhoaeLgokkeMdC/xt0aeOXHUuuT0+NtfAMJ7K42NqmjZ0V+hFm6uSw2Up2ikhwOeZ856AkcwZ+KNL7y2VCoy+NLd5ul62ojYfKKOKOwh2bQ39IOHkVsYLebbCDxJoM+Ns3JWswk9c26a9ToEzU0Up25SNglIGeUO14J99Y26Rkt1q5tJFOKatH5jUD0d6SYnq+OFk7wtrZPX/jbvhl0oaaFDR7Y0m66nn8CO4IcJG0aN9BJrr3G64z1jFGh2+3tZeNVq7cwIjlJgSefwud0oDmY471eXu5f61G5ckHqk9ab97dBdrTLl2W4UIfCp9g5/XteDQq6k2HVL7VajZT9v01SyFf5YoX/tNw+4Uvsfu35Z320jaWlUlm9lHDScDJfv0xtuRZaaJw+fGYmp8aG7rf4r+URLl1KxERb5N2hjGnhxUX9Xxsl+bT+/Q94YytfRDhVDHo/5bgR+roPwoXnKPPmjtbbr5f78PaTfYW1QttsmFiJHqtN6n2Z3CDNyi/jbUh75X+M9Uu+p5bXrC44i9XWmTDZp5o+lnKsP9yO8vgguMy1a56biepthGUZix31IKhVjT6TFhL7WuJktzqW+NzyoajayNSPKK6ObYb8pN3LpDfEtzfit4v/xueyNIH6CmQfCN1q9pKnD+rVhCcIEf1sTSSah1ywCT3zbp6BRzvh+MZ22fbv1dYNJLfJlbgk6rUuwNDg+l639jberbDa1t5dJo82Y7gon0ioup3lLVG4qSx5Nt8Cb3/p/G9JxlWpqZgSv0Zz7MflMrtKEfyh1yelXBL4UtolTy3D2xNXst7qZBwj8buo/l0a2HXW++2eRzjNrzAJtz8YPKmZzBKYL3L+/ja5WHKMtsvvcmbU9290aj6S+x4NPJKvV/DGb0id8+NxrnF80g3/gfxsTOoNnXne8Sarp89EiRq1yrJGY1g6OIcU10Mp3kIu5ugXxvt6932lNBrGa/TDDpYyst8YtsbTiB8ZDClKa0q+tcLDblupf7rG7w/Qnrdvg3YWza9V398t07av43pJusp4+s+l7dDWo9Rj7/tpOcd+CS5pPlF+Fuw1U1Gbc3aZPBO/Y/+CC4b6TnHFHq3O4e5wvcmHd4SOWekHLHF8FPpW3v1oMqt2X+ZMvr+Nn+bbbFTVg1rJvjdnM1uN/UmAbgCX+O7VcSWh7bQINRyVbH+eZ+X/6Gyi1nxrcyd9buqQHlau3KBAC/tl2bzOxJSjSUZCag+N6VLGouLqmSfvioyNvxX2jvcePiHuxZleFrjVkz8bV/26EWVpln4sLK9yF9Tn205RFCmH9RpxkW3x7vaMFhoMTmz8bU+uwv9Faqt+aekC1WGjdvt2gBp6W1pRzddrIe2v0Hbto/jaHAONL7xtUfrDfSN1V3fF3di/QJ9XvprVijtV/t4SRpJ1Ga5qZjalXS/6WNy7HmeM5Z7SNfPI18usWYbmtlTyuxT5l9z5fX8bUILUL0xtqdQUcle543U0s1riShT/+KkGUGEgjuTY4iXKuX/tQQSa9pxPwrQIO5Yc9WyCNmFDLS7a/l/tcbmhMcLY3Sby/aknNHxTDKWZjVVz2Bb43GtpYI20licfhshe9ekX8L40/+X5f4M/BJPoWr8N/Y0pnrVP9+O9K73cas5BFxeVwcklhBFR7O/UP1+Ns18rUDdK3Cf3ObXkvM65KI/oYKT9kvT/17Q3WqrPJsGZ3hVNBfuF7RxHC+nRIzhNJltGiygMavNHT/+NqHunuw38PrmVrTeklJwse732viYuyYN4JSbJ4bkUtr4HL9X43zPpebhw6IbeO561eIkG3foyN4Qq7RTqvN3NCyC4SVg+5Kc+NqbCbuXC/stkG2n3S8e97X77c7rNPJdoCU3dvVLDcd9FP/jZp8iXyGu/Ie8fuepW89bP90W43eRx3BCed3hiGSUQCwo3xu20TPPxX927zcTl9WSULhySsTv+evXCRS/DxW7uWBP4flcHa5bmmpvekeVzAaVkv4alxHhZu8v3vjZtXqnspGm+/rDfZKzAQ7Pw9xDVKAnSM5mQ7z7C+N1exlJTatXUYsyn3zeYaYS+YbvnrPW/42hrCezW6s20oufCnyqViqm0otJHCUtnUUQKniy0cX/0T0pf+6Gwi9xYZe7b6LalfhDViQe8wm7ycp3Rr/4d3yGZ3tFHxvPhf7RVZH81HaEatZpWHJrVknZyLwzbpqFPTnXDDqW7pgX+N61VH2xfj9SRt2yfVcWPK9Zu80cOaXUvS8tflrmLr78rsppra+dXxs31UjsZa27Sdum8uLaSIG+1pPVe7SUH9v8btVJdDPDuH2Gdto8CLkDh0bbyA9zVoPTjOvxtThSiPucyunC9Vkvjtlxcg3bVWaJb/5jwbhoKDAvxuKc3ThR5X62t1EVV8O+4fnNVT//8bd0L+ijh61KEVX3fXqab20+0Mq0I9gupRePfJwYCB6nCUcodrfhbd4e0vPTg/TSyO+trgz8xKUCzxr40sXC7ky6uNSmbaVtLH82az1JB+Eev9oOuir9XJjYdqfMmKVmt4W7hGrjcrJLa4fZQR7m0wxLkuqZuGT+Fq6p0eK93OMiIq/m+n0kb37CS/amdr7G7u1ww7d6k5dEREwqnqFQqKaHPZAaI3/vchbdbLZZkIXehVvQ2Oeu+aKi10pqKvqblU00a/Bl9e3+JWQ7c/Dqn8bulezySclwdN/ND/pGoeqbTD1WmVAq218OQ0vsGjarj5fvrG5a9uEjg6tUuozv03yrcrJ+6WW3AFAKXeI2yNKl2MGdTFtj/jctmXR4aHd1WKCVQpGkSa5e34uZR4dBdDLnqNdJoEnA4xWRPxuMVzabdW8y4M7LrO/bAFVU6ZeHlseFdBuaVy/jby7av124Uemqk7iGIT5XNH5dbdtQ9o2aK/4jodknv07Ql+/xu+kkWU62Kyew7SHa5U5nBh1r2PFK5cdt4ddn8bfsOt7Pgbe7aPYLc6QY9q1gcuWtdhYKXrIFORgr/G2g+R26z4nq1WHbL2tw3WD5A9LXsL//G7ma1hcpLiG6YdaeElqrXxnB4t1MlYNdWH+Q/utjZF8oPl+u8O/YrHE5dR1d38VTNXat6kurkX4xxfG4mmyZhj+rpFamzfiS7upb9S8EPvm8/Dpp/D18SbN37rDMbqWblj3H1gpsEjZ4POPUz/Jf78bn1qsLetdVbNve2mw98ASLlu49W7p3Szytl5fvrGw350Up5nLqVv7PAb27LQZqA7TTytY6jzD60SkfBeHAdmy+6+NtifpvvbSrE4reX5tzNXBOvcEs8y8SZH5Z/VoMGfhrJu+xhI8J/8v+TjeG5fmTCICw58/xWnSlfAj/mLd7PXSjl/VXDsyW9z7t7cKD3CZwWDa+LVez2c9uVp3Cj3ONwTGxVL/7h6P79C3NsMT1dihk9IVz/YFXD6GL9bEnw9KybyQruOtvfYX2Btk0b50kTz2s2n8vyzLmm4+X/XGzVa/vcMv7tTPml8oX5dp6Ej6nWzpXZdG/42rVzD/926n3D2Nf6bvC/4OETVGcv9+HZ7j2Wo3djOd7qWj4txuzr7SzNaAjSqV9imX9ycbC/2LfG4iyaxrvvqHst8QA/Zp8+ut46w3y/643dy6k7KF0HvnzkGF3DsX1/+JJx3Pn/CnDHXdJzY+PKzP2X/dQrtHwxX3Pt2baQz1o9/4JfcbpGJXsJfaXwyXuwo0cT64Kjsn/8bU9o8jR6oOApl+oH3nkuvlaX8Fbh5ZHMQCHvXtrZqqviX9/DUILzN4uPanPKUSiXtcAdXKPy/uuIkk5+j6VbgV61x/GzmLtJVtWeW49kSoLRsnaRe7OUOTT3F+rq1Kx/DuGXr4J6naWokx8a48gtmFhUva+as2X31w7h8yUolip8IUL2WT80lPyNQeGuCnTVToDygAACP6QZpgL8B5+YNVn/wqTjnt0amNFWIFf/i5O0/Q3+H+bO0uR59VQ0tQVNq3/DkQycOx2zu4a20okk2/xvjfeWmXjn36Y9L4mUb5L8lehZLo1q8c+GJPn7bVEve1YOlK/8EZZJF9s/BB2wN2PI0zj7V1wmyHVh5sQ2uov8P9hNX+dJ3+RzmKzDOUZzykS/nRkHPh/mp3KTUrHGf4RnuGpfsMriy//QX5aSdyTXLG2I3Vm//wQc3GVPuD+fYX6UMSyDT5K3xvR6SyXtpfnPd2fKZME7B2SJZfwv3ISsj+PFJ5Y//BB5ND0f5YvWvDM5H/G+O+6brk8b9eyhnUmTB9bRx/4YtDyhzRufZ29yyjUO48Vm17Q4H3J8E3HyV9w3o1+CDlo+PInHMlUoMQTx1NneGJMfwQcsTayV/SfJFtUYety8b9Q/+Bp4X3uEXIrrWL8/nC/xtImn1FSHD2jiJjIuzuXt3odc7QepSmLmPFDtx39DcbvB2zClTC0pcC+wa/JXfFJiEnckCI2PZf/xttPSuct1gny2emEnu27pxuBL1PqL/jd5kFVH0kCrID3bxWbL9oMdOlb/+Nxr71Mns3H/eXGl7LM6l4xpH3bw/LeDJr/xuer15a9y24zm6MoPTIZm868JPL//D1vrNLna/U9srOZQ28XbQJcFqaedNg/8b8+u2b0k3Xalv0jdo6uUqlDktRm7w8Rs1oWaOS+v43NQm33N9WoS/xup+5/VSUv/G9p8KXRbIn2VDxleaVe88dmp/Gz9U9IlXVai8325s6+0zsHgIvdr2iIRpN5f38bRX6zJkRbcOxqV/PjU4mPLW9kHbPgr9A7W+CqqJEaLTpSMmMtQ101TmMv3+CW72uf8X43DL/d3R43duX49czMwBpcunzzTLaJzyDsvz8bd1TkUlY0k3fNCTeZbKZTuOZfOlE+Bhi9P43e7z6XZ3DL3ylC9tJP2u8Hok2Fmnpb/4f0mZcTpHSepyP4pFxc0efGn1Lo9P43bzw5yxtWNw3orlpfgRfpw7FrnhP4U4n0924o+tqmXPtfKG+fbIR/1f8GfhrKx7H43VofxtmhkRlk/PNrbCKfEcJratuNDDu45ahuL2/G7azb9MznPe6mzkDpgh3EV8f/je6jJubS9PIVd2z/un3fLogTXCjRVsM9rB1BH218bdn5tS25uyHmob6yOLrQ0ZHOphK/nS9XELeX/7Gwzk2vfLN3872m25ZOePwQiM0vABGuPcB9HU+zo8Sj3w7lql2Z9W9lhjNoUxwwa+ffh2KZjRm25v0x9cnSJv4+5fucp86X9G8HS/+4IJ5My8boCK7dNsf2yvcdYRPHbwllLjNGBevJG2cuXdo5voNoL+Z8UbtFGGkHjY9DoZ6v43Uw+781adk13ut+oWUfLUgSMOmB6FYr6w9Nybl+HdzpSPV/40XOgbXeHw7pbAn8bq4wo0293yxhW5k/5bwh0LbcopsuOvUbTbezn/DQqd+h6qWMwpoBOPtlsVf8bOdcq8u1uk3b59zmptpZeZAO5f+Nh6OvdZ19M3nqTuk4V+hE/1vO7I4+BdsOp3BlxkfxtsI68XIru2iRf5vNJc6wuKzBPpf/xvm2W1fr6xS8/JF5HXBE+STw+Sb6/H/43VuTLu/Pc3O+OX/sImpKZ8beZ/fccpxJpZ3iunjCJfGg9TB99d/+F8PV1e93WYalrY1UMkMV3AkGi6w5Nwh38swqZhuCBoq1wn46al/usbVoNaxWuTOxdWmR2OL5q8w6K2m4E3CiXYnry/v43hoVyIe5aclqT25fUczpIPeot2oP6NKlrjsjx1wv/GzX9pur5/c/go/aR8x5oS1Co6SHhf43Cyv1U7bmMrz5ty5G6TMGyN/yvTb1xtib+2P3KqNwY8jpPDZrLOVERgqnscRf9xdhrDQroXJBfGzs1y5PidsHtq7VpJtr/PDbkYZxbR5z0l9j4IN5qDi3F5pRftCjQk4acL/G3Tmg9fZZFtd1tXdVTU3PlZEe0sB4vN2a61p8ybpv5fG7s3pFukbHR0vy6pw01KzV6+w//4Wt1NC923LqRyMGn+e+YL8aPvhe5vzbtDWf/Q0XR0FfTjeFBoRdqPOpTf+WoX6P2+wDHsykikicJoF8LwtPL5f4WwQjvrnKVlWyPnvYEoEmr6n9PwSKIf42cM0nlYy9uQO8up7cpMQB++NzihkIvxIl/Mg7b6xuPXGZfxu49z2ky9u/IuUynuH6vrqdlEfrvl/xu07IlU68VubDfSrP3Jvqp0JdMpmzoXfP433H6Jnhji1e5l5ww+VOiC+OyT+/cZc/vvNF79aI1JWn7fxsfWNCI8O5xZ0+f+3DNcZ1VWXS7LnhD9PanS/8P39bkFoO97KdrmbzCcx8J2Jhqn9e3L9/lLn8GnjSS4fPM827Ntp27RH4iHlweZ6ZLLePeX/vBBeuK3Ax1zYYHxPuataksSTFs7lVCiu9mT1d5f4INY7k+A1j9+Ku7mWPJbVm/uEvy/xt2n7JdIxb1QKry+6vf7/+Hd6aXGajIZmUQH9E2BHfHqfwQY3k9dUiXba9/zWcr8Lem53XXUvNW38v/2Nn/CRyIWwv724i3vxxS9cdDXP6Jv3vJknX4fpNw9NkuuZDP2q9h/Da/CvG743a9k1cql5RJO0M+nigMgD19X/l/9wYXLksT9deSYw+7yZe+Nl9vUry6zXwv0uzH1KGXpkbY0qZ9zY0k9p/C/JIxaTMhvjr0CbXV/ZEp3l/vxsuKleHnz4YJCpjucjYTqocO1nxcneWYOBvd644sS28V+FJNvPbIkm9epP94c8zDWZg2VMvvrjbM/SK3zvqFspm1fpEELGlbeYdxWoydPMjCLC0fBBT55PcXubbTLTNTlF3ljNw4b4fq6ndVan6jxNmP8L8LK8Odo9UQ/2qePwtHV1K7tMZQdKW3dn6STP/42DXrjS1FONrCmqd+3PZ0tYNt4PXpsYSdyjg0X2by+X/fG0rTJZckxOCD/6/LuUKeVYykuLFPGUD2sy/veN1d6zWYSOPTtbi59dH3cVO9V3zBYEmvXw7U+blV9aN8uWtF1peuknUX/wTUT2aOjejHIBXmMPxsmvaS04b7rxF76p57/8O3bgJFqmu7G6nL9djHLNsjWaN7j/4SvdtM7a/GzYbZtvd7T5tWPFMJGcH5DP/ggpXmVXyI1EW8n7lkEOh53cIvotxfT42uNaa2k93u0eWG1Ifkj/8OyILYAJ39CJ3439S7s2KqIhu66qeTSYmPEbh34352tNu2yxureTEJb2+d5wqjlz/l/7xtGVib5ObM5xzdlslmbx8IXrGdzq/jckA0PL7sd5usT/V79oJfP6+19lVujf8bpZdvkalLS7sZEVr9sQwmzpGaMPFF3LBqP43cJG9JsyMujLp7+c0bUMVFoanoZN4b+vXL+Hrl38+7RpO/IOfV//Ckb6aSuM27cOPa1fGv2343aR3Q4a+e4bP2Kp2+uUdGpzHHj6cv+uN5bjmVwrnjFDjOJP9y4POi3pHOmDv8ExTBGTzfaWmiKbIM/OZflHoJfnKPh3ear88l3r/D65ThqH8PxqzvwqCThH7yaxHWunym8w06dZ2UNztX+tBm+H9oJ8fNQy759a9NtHP+swe/+N+Vhdpm83q4q1KOh9uf/8Ky8u/KzfLRGPdvIp//jaA94+qSJsl3rrvMvwRJ3y6tsVkEE/edE3q8evnK/xs0nNWqnqEaro3bpNanF49Vmo+N76Hsl23h4t4btqvGXvD7rZ9a2V/jeZC7aL4+X3VQoqrti1eZ7MbolKGWbP43dQf4Oghle/s+uqVW42xdtexo0qS5QMqV3O0WJCX+/G+ftXMxv/vnlM7r9FFhfNFHAkxGQXL9P429nYmsE/gc0t7YbTlwL1LIZNH/42+7t7nvPLDesI4czIe++X/txum0kuqZcVhnIa15+yi6qogzHzA3E2zTaFDMQ+GlzF+9V8EF31s71bJ8XqfI7ueqN9XCXxusmXt7y6XPltReqGMQrT/aqozdwv8O+2bUdmOYvw+fsVrGMlvejMFQa6S2+X1a8bMgq3ur5Xq8VW6HqHTbuRkqP4fnig9bcLKrVSWu9hEu/uf7GtPn/w2XSazi+cJx5cGfmJcj0v+X9exuay0uG/rdP416DLdY77s6UZq/+N87O93HqnPvnUsxVPYXC675tSqucccJhN/xhF58b8/55Xf+MUOKmn8S/yB+iTb38b3PsrMImS1S6hN6/3cCjUN9k8c0jrP4VjPenbvXkFM1T/3vh3DfgvhGlu1/u/G/D0/9F9rKminNe42pB/cj+/Nis8X1CrVjWyivpoE3JVd1MWt+FuOVOr8aucd7HlWR8k5E85hhFaGBOzJ//G03sptLukR59ruOf19iI1SF6Rvgwq6KF9N7ffoL4/pFR/D9XbPdzIPUnw/rS1+Nki/aS64kcpnXqKwKuoisfZ+G/mcqr1mDoCV9S86sk7csf4J6ZpEnYfo1XODWuNl2YDpM7t2qlqXNb/SzY4cn//G6PSfmSV11Zde4r0iTzUw9rQU0Wy8SJcy4X+HsveX6utX1MuujXi/8btkvLukaz5uCfWQ3V6uW8PdR8vv6jan2e48Z7Pc+VqsWakhFq04NMzZ7+N3VJ5IFi3Erd5Wq2b6JvQ466H5QkhS9teO++Nnk+OLbcT1CjVPigxH+ll058KFR8dFoUHvLNBH4KFqOxbz2DRdYa2bT78P3T+X7rw/rJ33StPfnfuDgwk5+HuZh9ysCbFkx9VR3PTYpsEiC/w9Rx/rVVJWttLmgl2F//8PdcZL6u3P31WQRG9yv0iLJTITTz6sW/xuN0uzNEm6szs+FcfpwDvnCD2zRWj/qN2F6/cjbtuj7qppvw5Xo05PHWtDcjRd2n+vXD70s96tp8iGdMgb8UpOthF+gj92V/DuTeLyVQyZwIlE9V0vRf/h2T0x35cqmF9GbyJOuGuI9JE+Bi/PZUhX5fw/l9INfFsle7RMMMa9b76huK5ONGNkuQ4lfdgbL/rgs1Lsm/iGGY3V/34dxXPb//LtIvbY/1l9ESfwxeGV25zVpWdLWJP/w9uFas11tqLn7m4SFr7uDxg/OTnRndgf+Nx6nw35LGKdxoz9M6aOaD1h//jbPd21N9zkLr6SNV1oHi8+NzJB/gwqp7v43GbzyTVmzXvrVV8Z/uT/wQbz+XLRv25gf8zSt5f+sPzf/HqSxt/534Ziuv++sbnx3fK9eMtfGef8eqas500fcI7H/8/CP6fPwaPrDt9m6XdPODjc//8bxqiyj947w28/ZbhwTjbhwe2w78vrvh+K1axcbVV0vSVMdefdZy4bbH69xuTze2fu8JPRW6qcqjp+/NoIt3/BBaZpM33curuJYiDUniM0iy/8bQqwRP1Z8to81NjVW970mTLhvt14bumlz5+Nhh8/v1V+U9Mr53eVEvnTtU2vy+teHYVapiuWRcbrk+o9U2ryCJ5obFMv79je4xSpVL7qbpM/HmuwKnE19z/xvJ++NZHjMU0la6VskoMaON3TsG7BL4u3lheXF/jbz40N9vqOdrfiaNraMOVj5Qq8RHyg/h63IldE1SyRf8vpn8La0SwfiqeyH8/9fw7m80qnnIp1G1cygy+on+/w/tyu3ny3etSE0TA5U8dLP4VkbLV921n23pMQM2X37cbuzaztJj5uk31XClSQ1xOTbKZ5vpGfP8uX/Ww73KzqBJ/6OF9XBhI9uGnBKQKrZbAt7BBLIgv5cYW4j5Nkcy94+slDZlSDtEUsn40oXpZLs+Zas+YXVXeCBz6aJ3+yy638Posn6zBH4Wk/01F9SxcbQrzPwaF/6xt3VTZUex/NBQi+zOf2h2lfkVw9fi/h0jhG6Vcp+lTK2CL4NnJu2a8fEL+thzu6MnCDTC/qNvXN8nLjqV1W1tc42lqvvLPs4bMKfxt9YX41pdk3Y9+SRw/+mCqZtxkNiPaODQfZ+Nqh73Sy9qfw/VYFl89Mi+dLaB8L/GlrTlal3jP9ym1w0uijKGd/OFfjeUsSI56J+W/Z8UL4mVCzsg46lsRh1ExMGwhfv2vjcsX1aSWut+bVx3bPKc5QSQ/KP2TlwJwUW9L/rjZ8JWpi2nrhg6Uad4jXhRb2MPRNZqd7xxMqJjfH4e8kbG/DW73tbmWVXHlsKPldD/cJ6bcv4eINY27GapsOfurscI9NRx70QciHbLrrG9m9snNllq7dv24d6rg+3tej8f/43STtvfSZMbpNl5olMs33wEjfrZfk4cMFn8edl99yRtzydXvbD3lav1ZV33VmNpFPJWtS78ZL/43KLP17k/uM78IMawsG2nXvI+otkKui8GNEfggjtuzPZ9GcP9VKb+0TNHakqaS/f4dlxmA7Y/Ga/3Ws3/kX9HcxspfXrG2Zubm1GS5Bhez6vv2EWUo712nSo4K+8P75cMCrLufrobUPZZdBDCNK4z/Yd5U/D28OEZTPNu8+rhJpBZ84QELVm/qX5y5fgQajfn/Bn4JyTfL9YvwVXaN8lXwt69tyW2/sP6bmoVBwjwddWmTxkrz/xsPUzc1JVDdSO3jy28F7l00W8MX6aSOjvr8EEeW5jdF1TUW+3CXnbSB4ck5Xw6uAOHPblF+Nu5JVYVr8PulfN1F5b1rHjUsHkd/VNIS9FcP/D2aNVqX25u+r0La4R9uv5f/sOXc0b69vjPlmvw5Mu/bG0bh3O2TZPy5d4qZphvPpP2//jZ2268tMN1Ha/Mn0j3naccD9NvXaPED2TkWvrD9xA0l3mm+GH76Qaqs7sJapdaZNCv+NuH3l7Lbl5NJLtK5QIlPLOXzePRVj71ompfX6G7fm0jGVj7uPqQTLuGNfqdGm1VhW91D9N62b6sYZ3V/wBdKkmXfiP3/xupryw3bjd1P+U1+kpFxNH+CC9u6V9xc0V5XEr+vUbfbLaXO+kIcm8VlFaKPo5j31Dcsf8K4QurmTHNzLI2IZp7seT/+NKG+G6SY0Ro9DaZI6TqHHenri0koTIr0sbh7/jZXSXZcdTg0c9dZI7Rx0ottfFDvVttrMejFtjukwq7SBdh342auu6kr0VGafqh+VO5lqFZrWEZ0i3DiL6mQyrHumkRHLZeDTwuQdpfkqrNY/CP8qhI/BhmWqkk9VO/ZNOhkHPh7duf3TJc7WAvh3GFVhLrccXwpLp81llzxtSkHa45OoP6yq/BBRO8zXyfSiv5cN0A8uL76c/+Nu5i1u8fl7n1qkGtNN+smzRpjTENP/PjZ/4be45jw2PNjrehOymXEf/G6UMUe1K/6uM8w+7uiWU7/fWGK9jZX43mUE52tSmp64mh9d2KdWHpyiujRrlNGqbLr7G+HqNSb93+eOfKWMfcC/D0nfxtOc+kFas6tWbdtX5+G/HoDppPPxvdInpbn1BTEt/3wXrj/BB/z//8OlD1ptKXwc05d+vNP0wleE/tFkvjcW59Ww0apUqyIatjN6rdSN1MXdhhox4xz9e427SmsntCTe9dli3u5P7yhqxJ+wwadUTvf3n12bHTRcn421bkm7Tebnv3mzMMjy91Sh4o0xHCrdQ6SoskqS0RaH1+UpKlBPx42X/jbW8nDjzYR+i3rKt3ZzGkKwWHrc/L/9h/bp6DsZnd3ypaSS018vjx9mll5fh28c7Z8ki93Nr3Cf4f7lgtud/jdv9lvb3ptwo1VlRESOdA1UrPwTRtB8EbSS9JYoM/BP5WLwnSIdMfgghvz4JeEc0vd1zYcToz8v++HbdtT6HHzod5tl/WZxw9L/7jdtp+EvokQjNNWfb4PqMSFhtI4fGxyp0d/jW5sO+42vzTdIC2Pa/S/8bWs9a4z5H68n0vnvDPZEruRDmt116jdtpvM1RlHFcdz3c2yK0w/DWkytFFjLMvgvl2Xmr7v3eV3+CDl4ZFSt0X2fJamWdS3huNHbf/gl3hNNk76Qfhe9y6vdFHzZvT9xsuJT6FG43DBWtM6RpvY/LKt+SUnENyFB6+geUbSSZfqFem/zdSuVFbjzV//Bf8epdKsaRCuXBrt4qGuuhfGlMHUukT+apOfn2NVNN/X9qFDdwivh/40mkiFefm9YV6XSfc28HGN/69w9SfLdXjVWkrq8d3Ds4v+N41kpdIy9Q/y1eWrokoUm86FyZVxZ4UIumv0PY/NUUv9+CC+/c7Ux1M3lb8eEpiv/G0i52yqsMmKs2vfhZQpSOEbrW09k+vs5cIyif8GfhfsyEtjVD9fiPzA+WPxt4fjWYkunt2N72g18cFqWSnFLAuH5U/hWTI0p+bCss3Jo/5PEh0xkjZHZSl5vxtQg2aR783PuMZTd3hQle/K99xtL//jb7zz9btFlXxmjBBEk+jDf0WGbmvjeXnK3HnRLrllmeN+hEybouUZSMTw/3vjSNh7Ui4iwOi7u/v10SZ6mGlDz0hTyV17j0MN7Ty/9YW7q8Zpbj450f+N00kUHjfZoq6E+foMULyV9zL+QNKii1/w9d835dUfWUgtT6HeZ+X/1Glq5j6ppubCK1R5vbSxqr/l1IpBTD+7BqCQsgmaum3HK9obUvd+BZyM9ar79+p+XoPSUNxt2JXCNoqWVahZY8TloSNVd/U9WPoz8EENdDeRXsfgDD7tB72oksFV4EmsZTU8QQ3LY13ZflOl4fjdN2EflXRnKicO+byV6sfYMFru3qkolQm3iUP2vLa7+oCVr7uZzRX4kaMEiniyb+xs5pfbIVlw+s3zaabJJ6DtK/MvFqti8t6KNvpuX7/PmNFbL98jjSXrD1AsSd8vy4b02wjylVF2jfIaitrwsGbSVI/l/9w9u73WSThdxgEkWM97XM57+Hcao9Im9xO00PUmCwWX9aUhy5wxMbV+Nu/Nu6G3OX3lFYt5J81bQzWsD1/GzQTbk6j8Z9+5u8m0+hI+lS9/+C3Vvy+Y/C3P+SVvh3k2Ogz8L4z2NN6a/Tny/sEFbNq9YeeVmslk6s9HAw2yJu7jselWlFXL/V4dhtHPIT7Kfbu2SbpYfkTw1P/eX+6xvz62OY4zboi1T7zkgm4aKSv72lDtm17JcuOpIk32n1f3/+Ny06f9ifW3I1tMmE//w7nulvelh/fxtxtHvjdq+K13JDuG/fpyyEHLWopyUUt2pFVA/4JelfEr6tcKwfje2rpTo2nTtruPkDw/Rf42WIspatmPl4ufOPKeCtdfhKIe5X0F2e0cXl+98beyCvqshrgX7/lRVQ37x//+N3ufzSpGJvybEuks/qX/1gLJz7EfxtJtLt1fvKl69e0/bC/0kWoM6pq9FpHVpS+v43tWtmyTG1suXn51vw1Oz7QWVD8bRKy+6zJY15fzxY/jHSo+X0vxtTm6T8txzKtOfYsM5PwoTPHvIm7CFSbxRHfuEmngbh6t8PY34zu3SZadhorlPh4bz+uL342m9oNG+G9ZeeOJfUKdZS09tsqQU+N8u3NjSzE7x98oyaGhL/L69Yfk92bDf1vD1E5KONme4Kf8SUjMnv/gz8OGji03SizIoTbx/xpXifVCfZq9ckt3PWDHyVb/jcrEPpYi8e4lxYzXuVOn5xs6V7/h61bNvKaD+m5teDU1dw9FtHgx8vh6TQ93t3M0l03YFken/43Ncbqkjmsprlp7NkscP3J5BKcHL8Es8nppI8zA6pm+X42/utupn3Juet1TlYyl5U29w6Y4fqxG+NvbDZaV3Rw699R4pt/aQ1QmfnUgn0Onv5Av8bvfEuqqcuMxn22mQ8Ingj/4L+7nzNfDXd/8bdLkvMK7ttNbuOpPxqjfT/43e2TVaovt8JVX0Zq3l8n+dfVdMN302g9zWm/jaTRshbZKkaxMzxmxV/CNv1z0F8KH+1zAoo0+Hcp/DK95478fukqo/7IF3gpeN7w3VL/1hSsJd1og+9jy5fL8b3vj2eZ748yrBNplPO1Soo6FtF9487tGP234emmTZ80ZskcqU+bGpfBC0swIvAig7lW3SxT/4dk35Gh2uOysRZ0a/4ZujOi/j8I2Y5VLeb8I+T6+HZK/e2r6rJU23/89ofc3/gz8Ly9/fKyX0S0d9Vq8O38NcUcv9U2FM+d93VzxCFZ6b7I8KNjlHPxsna93Zqz+SOOu93Yy3wRewyK+LP/xuk9kpc3Vxyq7tYQUnKk//w/PDJsSO3NjmHdUWSLypj+/+NyuOcf3XFfD+QvrlyeyOjoJqyL71J7jRWWHyibbl/9wQS5cN+q+l8r8WcWlt/8bLje7d/nZ78uk0OqknbYvieObZ8IvHfw7XvNkCNWrRYxq6LoQKmbYjakkHeZ9tXb/G/Tbv1fPUQ5buw5r4+0l4at51/BBmZidFyPdbVOULR45V4+xwP78v9+Nq+JdGLxS3b3cN0wVljG/TsPpcnWDVFP5fr8buzVWtkNT1y3Jm9zrkNSMH7n0cetV6J6Pl99bG7NgzRmG4c0bfuPcmje7NyoXJ5xsU3QSTHicaS71L/3h23jeLd2VLk8jVs+vnrdGss+5ZhS/14ej3cRNuVjMNh08XIjgQCLFRY7qPTlsp/Dt1PKtj3u0zu91+w2aUl/G8skz/fyYXUHn9OCH2GvX0kYX9M82hT4IN03e96rVRao++d0x19fCksiZ7u/laPMg396OVxL9b4ZIXp5zPhqRjW913RS5/Bn4X2yywI9yXP/jHCL7X/4MK2lLcm1h354v/X0Nk5pZwy3e5vUXG6N+etEaVfi27U5YNZcI/F/+HbZeMqHqavQnVqc3issf8NvNwX/8O9J5d5slPwu4Hkz/4LJfWsNvzpduk17hmX/fG9ySLk62/S5k+qyLFDUmgIme2WbiW2jijQ/8bb2+BDte84+GSm5vC/hijcLrQyGWqqmnZGaeLtwn8O77n8Cdqp7Puz/w9nj/D1tXqq+LUNZXFN4jB5jpLsoU+Cq99KfFWLVKYlG+8bnqXm7t73HPRfEvjhtLv2yhcxb+NnqT1slXNy9k63SnmA30G6VnXVHH1/G43N8Z8cj4yt1ekQS/ev1mTZLRc1Mv43dI3as1Y89Aw98b6/0GwKrM/jY9CO22iykbWaxmlVYfNwwbaItz/8bl2Yjek13T6lfJHhx+4sN1vMCpDieHHehqVTsLhB/f4IJjPpwS+BY7dqimuq/DMvIj0y1yiv424l8srFacqxFasE1egv58mn8mmiXtL1gTN3O535en/w7tma/l3c266RftB+JafGX/rGy6lyEbyZvKbdrGvtClPS3J/DcNSQ2SqSEPvvwZ+ci5hHufenY0p/EuO5/i4h/UkbSIR7SHl9foYMgm8copq4x4vL/b4fzBhDer7Ppsd3ui/RwXbU8ZROHJwIdHwUw2eqlCeIaS+7t+N3tUgvqU9N8+ihCXK4U2mR3/43Izdrlnj2TF4pllwp+STh//4V4z1m1pRW/41bbosBGX/rGwzJx98PPNs204dKtsXwWh+iCPPlhJ4tsRc/X/Dt+m2uTa7IXebGh2vtZzgskSc7CE4Ml99cb3PBHjPHHI1Gbcu9Re3n0iwd394vEwP/G7ru7efzxukvPnTuezFv/jb/q5ZFxSsE3d3RkqVX4akdofl/XsKXSdbNP61t1dKrJidyFu1b8btRlcqxWuxtzcnO/y3uQnxVTecbbDSQ3OHpMlL+X/fG6iHZV+rJGVbLBRfS7Y7ZhqWzH+0Tuwl7yd/BbeK599IvjZIrUj2ZE73q+OXJwNab+NLbT/wti5WmbpvNzCOur7ypP8vv+Nmxufrs38s2vvcZ96rAla+UNlLT7kl8bfr4WqG1Yze94XUZ7zF+sROZUwWuVDDgPw9PqPFNs9TdZj3wYbwLWRL9cD/8EPhr/9Bn4X0o3lTZbr+dHDfd/BTJo31pXqsSaefT1dn4MNyzzoD5r97ZMJ/w7qSXkaWilo/hrPqljR/DuF9T3nafpTw6t84yCPe7UzRFfw/3pT38PbS3DGS6jyDuRkuKd4eGkSz4b2n77r8PXS8Mqq6muZsZx3fnEQ1bLy++uFoj5GY+8/v+kX6o3LcybnoOH8Kz5vWyfSL53sU/wqRf+bJLV0mHpFLXl+22iIK8203q8VINWLDHKJV7+mk7qX5PUbq7bTqN3J898c6mRuc7VhEUT9v+NrKmNc89waWd0viLqj8+cF/V/DfD1ZqgXpKiv9+oJShr2f3cwzHkG/D0N3jTebqD1hmzCQbFVkbMzqpFXqUKB+qR/wp3v5etWvhqRTI+bXqHcdo2hnmiPcU+HuQjLdUf428wz2YZns/4WhvyxVyuwVtL3i+Sv13f/8FO5fZems5Rs8Aki+HrqXv5PlJEfPKZIZPK//DMcX6r+/4DxgAAApL0GagC/Aej1w+HtTF7jy7t37cv5qQ0s34X45I253TWcierUvhpcL4KO2bEz7bjbvxvLE94e+iTe1lbcd6SpWa5WVZ/+HKa2+/mCgba3euHKzc1xVuRsuq3s17jPorD4vadbpN/BNy6bLZnl+I4fnq8sfxvl/DjQXHfEfjK1mFvAle9P5R8MU9+H+hEd5sjCp9WDfw9lSOiaW+H+MkLfn2Rae0P7Z8DSrs/8P8tmhO+T7CuBFuqKfGYI9XLV7hblpQqGStOX+5Z6zDt64bh40GPQs9/3zHpMhs/je4y0eMEjq4W4ijeLImS0Et8YpCPe14Ul/7w/0VD7q7k/BNOm+1IHnIm/43msn3VX7krj68PO7e2rlC3Ai//cfBdw/Hy5O2E19gj43e6gz8L+XxvrXYt4bImDJO/xuK/ZHLqkjbeF2Iy8nerKe5Rw5xlYOX/l/1xu0WeJsdpNq1szl4p58yhaamoZ6mbUIl4AyJaOI1n03/G16w+fsI2x6rJtVvl5QdQJvaNTpQYam/sJbzQKy/7qNx6l1XXUT9Irja/D1TbYevwnJIrlCrbZG2qcpLr/jY8vIX2H5pnWU+DuW1bFP2ifUzr/S1awtqtnFmvjadkWyrXOMufDvvD98c2cNHPP+H5HHKJyK59beHvWzqW//je4Jl3o2tjTrl3Ra8tfTX/INDdKJe5mn/xvZPk05mseVksqy6yOyY+FVJ465WY8UPjRYsEvhfTWTnk9eWVgPr7//jb45lmlh0ftqH+W2z88xCTc9ykMuXQrn0E73xvDaHZdfz4STvKuY8b132nwJ/+NkztQ+VUdzRbG9Q+udfUF9em0KjFHBMIC01f42tLw/5or5ZFJnydf+9WwL5Vda0H78O1mJT12W3HqtzAgcOAuRMohuhl7/375Ou5fv8b5st3VeYkfZVqo/if27Vg3Bzl/tcFdNzbrFtRKzdI18GX5PxsaVn0mSk7jDJyLo1usOVnXfsla7h+gWeG4SryTk6r9xu7VV2fotMdUju9Zn/XRi9/Gz6nOTN1wt7SSjmIZiWin0j/CIaaMjVC/+FqCRPn/9/oKUwZl/+wT7y+5Wdx8EG8a9mcWlEa1yogvH8t/L/1Y3E7kHHV7Xkz1DRQi7swmOdKC1/BN8w/fD1tukTKqrn1WL8gaVbvP/L/fjbPJB7EDTdfbyyI8vcI+//VAkxUwWuX16w/D6VD5t8lhhs8L1zdZoKUafdLfiQNTenWxrz3w9V1Lj5FY3q0I5hOLjJj/y+v4dn6V7sv5fzOL8P570yW9/gvqbptx3HlT6r5KfSKcjgKvyKQl3vq+X93UbUU8+E5WOryZB7MiI131AFynUy75kMMpR/w9lVOzKi5tRpamw42hjX/8bbqjFytybtV7dyZGypEu9bvj144ylHlSm1KT8bHOT1K/Lvq4b4SzOK4eqv/43nqTdB7+tX28mWh2d37hNwlHbXp0XU53wTU7F1L/2b9RtSHSaStCbTZor7m9VL4qCJ1BUkINX+l4cWB9I4u4em5/MM5EPZ98bcepdpxIlSy0PYEmv632o35Rb43bh71d1+XS9XzPd/SKUIO7DMHh0NwT+9f+7/jfJJJ954LzFFicY/ik5//BNrOOmnEudDtd9n4bpy6uX5C7QbcGi6wSYvWX2FModpaq94b6xlshyZfD2IchG3Imam+4z+TGQ7OpsRWW+YbGYG0/L7+43JfOdWTqmxe2N9Zv3Lo/N/xu6d+6jKqxz8dVE9KcyTvurcPOL43p6Zy90PKvlYg8u9Lt+qkj/hFJfomKcWZl0nB4ibZW2E/jcmJI6SCgpqt+cWZhDd2onS6aYfWx/y/943DL+2m3w1+J/PnBdob/lQ/63w9PyUKfLRjI/1O62nzZHxrnH/9Q90ie7m+NLCvtDSlsjUv+Ozd2k7RolXxtVyxu436S/Lc2KxW2ItZs6dOIPa938v9eFZdAtr57+b+U7WMb/+HsYrceXy/GfQqRvSoly/h92jaODX8PwjqS2XtEyVNJPbH6r9NBzuRf+CC05Mu9pxfdrqVl2o0S53/Dt5Uc8+tV+jNHsvrIvEfnvl0VQcku1CuaPwWYxRe5YzlzmHwzdV7JK6/6zmgysu/h7z6o6qz0dZO+sg7eoQd61BH4aNf8b5/GqJjrYlGGtDXF3TqpEG4YbTzJlVhk1IcZf+2xt/7xP0pruR+3HSKGHafsSezyqwGlFff8LFCPJaD3XOg4fxrL+DPsNGl2fExkG57/4MNWcmq34cJXz23/w/0ksMDqPxPOH5gmcPoLmvggwnVz1TbuTz5gg8+Lop/+Npvcd6/EPP9Sz9So0OB89a2BsU5/42g99Vd2yd3m2oX3BXf+407ncxvwX0rzdfFw3HQ/+FtWTK19DEnv5UzUkCt9YdsqZ+0spTxvmPw5znFP6+Mv/uGqpOHIL/3SFJQ9cv4Y8Q05o+/q+/ggmyyZyyrVrLdmTYbYTHTP/gpt1TS1fDxlffjcaVrZ+67UeXEwDPF3UMeuQmkVr4du2+mUes71ixMB5tXELPlPMFa17ycO/Bhbs1cuKe+Heph7P40qqZFaBFZNm00hgk6Bj2qFMUrEg2CXLRqtWZcBLq9f7HfjYbv433PptVKHVIS/skslK99Ml6Ik4RPQHCwS6eC0vbnX/GkqxmKfKRZVKp8q4Ar+klu+qE/S/jSh+NwZnbJ8h7CjAf/cT20nKtCgEmqp/6hrzAy2kc1Y2gaeeswhhtYZBSCT5RvjYyr/h+tubTU1N1IwrVHZnVsaWsTvGXvbwXLR5wX773ZwV8EBFlzk8JHPU69nt01tP/xt98fWOblyy9PYZ9fWn/wX0636ZcWI70ei3VwWgv4V5ctNxn16FfcDaIfrYE5f18bd08ZPzjC3U6TJDq3bNfIhD7bWFK6oZQcHUoITflh/9KX/vD9u7y7rrF+7tEv8LbjlUXLja+pZuBtOZfq/GaU7c/cu/m++rD2mXYz53UvXOFCf6b3sDSr++FL7qsVp3Z97xWX4q8m2kpc+Hsva2ydJkdXCXGx4+MlZB1/h2kNYt/qG8vvN14oP2CzcCbTzf8Panz7NIsGjMb1KzfPpQn0O/y/f4d83kxN+auvYyadC7n/hXxNOg99v/tPh1nPhvLtvCueQYl9//hfy5ap+3yS/8fm/pK9/znXDq9fwxQwaeNJTlWXq76ts/JklVe4UrUH1t8bxCVKwSl+vcbxqlbki5UXhUfFcvtWr7oifKnkRcUoBmmD4AQ8xjoEjIcKX0zqpcv+uNq86Vc3DRISYeh42l3udp3WhZMxz1IN2gh9pBL60Eo/5tjyi8fxvCJ0PbecjMV6mUvtH0uSRTrFI4avWSO5v2Z2N3Non8O5u+GDEV+pon2GeN+H19wz7/jaYqm4yu3HaF5jx5O13VOVLOlG7RClF+/FcSC+P8ea8dEd1tUNuFtTu1ToR/dfibD7zIC/WQT+lIIu/U/mTMKmXHzd5ON8w2eV3tuWZtt4epJt0TrDDKR90MtQJHpvMJRXYlXxuFHBPJzovr3bL9mvApCXt4pPVS6/l4J9clu3OaiXwQTWEGOP5+1GUwEasOCLxZk0mAGXDyaokt2aaH+fG0b2bqQzvY00fDB/e39q74pYsIYaExjz9TF8xBebZSLyun43bGapCmca1yjf4u3DYfyK0la7hz/+GJS0gfDPy7SytiTSyn/h+Xt0m5G/9p2hE4a9J7QcENzkuk4ZdVSOGUnVMHkl/rxurj1Bxckart7YJu8Z8l0OSJ7h+WkzBdvyH708bNmh+Zyt/qN6h7zZ3SpfjHL3/GwTfqyWraU9GXUFbf/j67vLq81D+6fcXHS0HH3oG2o7+NzcssLajNS1PirXTaOX5BKw1FXvu4e/+NsjidvMxw3pRHmyuOuqBBKdx+e4scKEoG4tlcvrXh+b2aFXFv3JgW84mwu2PILbb08JfB7UulzK1uBp4clXSAR76NvJhD2zmfjOHuSX/XDtbl2o90na/YoiguOsbgmsupbhvWYal/vxtNG6W+etifupsDvnU35FjSONgop1xzjNwE3rSJf78b03qVJsUN/rDEkB7evIMWW0iFm73O1ol8XxsZW84ZhvxtIryesE/uw8vHpLVjcoUQvQVHHlu3+op/42qu3aPrY53nrn78xhouMZ8VddRZk2idgXxOMdEHXb+F91k1GK52op2UTk2FGZ/8bCfntJU5yGjas3Nc+ETXNts5I+Y2FuVu2Izfh9I0daEGVzt8ba7Uq1AXZsu1k583Me4T+4AFJVnPmo8cUxvKK+yZvmX9AghOKyxI9EV4zXNfahh0VZvLzPhrh0jNDG7dp1np8/wh5ubG1K7+N3xnmZ3cWqbGdEbGH/VTej9gq1vxvHM82KF9443+M1/rnpdWjHI20lsEMWBfG7jvsI64/rKzN0kg6yaRmpsnaDATZJgZgI3dF46VHw5BzfiI/rYk3mubp/Gy2ydP8mxUrLc7Q1tsnRxsODxzUoqFkpFCtRUKZ7qWXXuHb8NmWNFmKs35iTLjECL/Q+a3rHh6xfXiItxww1fG7eQ1u9Wq95e8y4+Zw3ueuJiSkv/8biNr79RMh1kVE7Zf5hzl+TdUCiO2cNN/ar8EjMlS/3uNv0/kzvi251mY638VvtlwyGkWFfqmj3WLQxb42yXJV2T4muTTZGmKr3ZJZRzmoPxbrU8dLWkpwUl/+htut9vQ6pasDUjd9jH+L7So30aPY3udekv+ZCeSe2aDF5E//L+xu6nNYt2F3Rh30h9ZzpOkHk6naOvBWhu4uCXkpTi7/P9TgkAyvVd7axfHJHzOewtw/y/SUzfN6lMi/u8f3HYM/C+74wyX1uZsHraT//jfdqMqyWUh6tTX8ha9at+cnaFx0eWuGct/G69Pqht/l3tfjcx1fOVeLHh95YNuQcDnZm2+SgSPw7Ng6qpdk7HtPSTLT7TbT/+X3/G0r2/KgVdZDw0smDSC+EaurqgRfxkObpbFL9/jaSptkPLLF90ZpcbCW9snKqNjH1wg3mlDJOt4LyC+Ouy9elf2Nx7qXQuz7H/d5LYe6xfqO2PYHGS98Tp/Ds3dUmXFPo9lw1WfgHorf+Cf7Wube/MSy+u9Dab2Wz/d3GWQoqMqljPf/hlx19mpwUVecOy/+o3zIIP3V7manDzHs1hH0deEPRqrd93hPq/W3VEe4+I+4hzDQt8b672eKSSLbNfuN5pf9aSYmEzMmGO2md9P9/lGXn12sfxtucO/1fkfS7XGFUmn/buVLilYXTMXa/FgUnyGnkKXrTbHfW/+NqVt2bpql3JXjFuLqHqq/N3s+4gIX9YLphC3P+HfIe0HZ+09oqN9Ta3Dx35d/Y/eRvH+pjrTxt8eXd6mr7Xs0LNRunsyKRalj1hIzHSbw05fr6G1F1961Bf4ZpFx2Star49yHpmTSZbv0qXZwmb40Xw9eTdZZ49QeQqROUDj0WQdxpJtj5pEWVerw3Ignf+/6t8Pca1RWOli2RQ1JFi/ajGkGprpRA3KXIv/43xSY6y4W+554KRnqiiP0XPMN3ymg+nGSdL/1jdTdFSOx9WukWtnphAtADsBF6+P/m/yHVua+xu04dpFWm4t0tQdWVWB3hsKk5ILlHy8tiV6ujNn59xI/JbF9F+434JppjW83U5+NK+gz8L+fah2mM6yH4doqDgESutqX/3BBiKXa00tyc3lhKONo8ndthpAtX4C/GzYRTJK+WK6DJFhPklPtIlEdqhSL2isXgeSQ5Tr+6SWP42WmmjzNLhYPyQzqItcTDO5uvWEnng/+HpYpqi3NzhBK806zvm6PpSWxwgKtRQSZXm9bIdK0j+ZXSb9qP/DtvLK0e0MT5Nph8n4q+V5/pvn/OpFonYR8bc3UwlmKq9sAz+mMrHZirJ/hdEG7cBzkhf+CCCPyJxxeZ635A0ll/88jrt6g3vlDDcK9O01+fxuoNcwrM5/D9EN0c7hRsf3ObZ+B4WxX2dWW253xt6EvMsZ3IuXGWkm0fsyo33O7B3H4WbcoVJ/eR4hK9bt6G0W/3xvHZm73E83aCJ+aZ+3Z6UdstLcrUrHhvuq+xs/acna6TWVR5bS1ubHuPGt1cgvGGO/2sZuzt8a16V8g3uRD7JTME+npsEvg7/CHqKhRTNSa6lNFZ5r2MSEv/eNvDfj5klvJkI1HbLJTRTmK+DNnDNHnZBdFSW8/xsrFQZdNmDdWobmyX5bN3yJqNFVxOnnXRUwI/Pb/xvaaJ5eaTYNsS+0tWxedVOFs50P3Lr+NlgE9JK68mN77R3PSPmI8T0bmLM1sDzORdy6dV9zLTnxtkTVRv16Vu3Mgf4zcZqmYM3K+pVLOdx0extQLyB0qEkRasrNxb43LHpDTg9k7p87y63LitJ3LUxz2cfv43EXQ9UuMgr+zf6TytC9bmxUTFqx+NHSC1LyRCZ7Z7/w/qU9Ivy5WnOoCN/EuesbMWd3+1YbrBp5LpHDS18O82B7wfxqP+bnTGQN+gwnJ//janR/zZe6Xuif1aDPdkbKZbb/kVPMbqckR/g3aK3nRdJ3QQbpf3fD0smqwiaeieJeiqDqXG7PrPL33r8iE/8Mobl8EHk1TpQ5uEnu1dTa/VHXMJ9ZtkyGTx3a1AKX/vG3MPz7NFsIZ3ESQbB7Yyyw7Qw45GqaWe42PUKDw3IUkcv4JrVc2f8fD2aGkqN207wfKr3tl2/b1+f+CCtVctlZI+LKy/u/d1hJuv/8O4rF5NqbjIk6rv/FjcI3QRX+IP+ZL/lhj3pfGw/QRUNRePUjnJxahlVSz6kqZ1oSaL6hZ0LGZaJf63oPjabANh9y6HKrl7q7aZdJHgQKRYjolMd6zgjfO6rfG7VrV4hE/y3TJ8mEqapJGeRSux3FJFMzSpbRElim/OwxYu828MasCNv71XV+fxtBk24eur+eNcoMTfXq8mYZu0l+OvFhX+CCnUoqHo+KNUTeQ1MClTn5SULXXDrTgZ8bSBNzurXLuP2qjlF7ZinthmxxfMXVt8XpvLKttHEa4yX0vxsGR1OaiJ3BbRtYNZYRdXLJl3diMKYHY9rLMAR11Jq735h/+owbSSGsZv29YN/G2ZEWxv1XNmj2S0ybaBmBr79IOUdFT8PuMlWhRMG7xfcH/G2lYp1b7kg4J9T8iuYsI/vpL5CG8LdUNWLILMTw/yX9fG36NfW6yvrWl3bcjGfXVjccYo7Oh/tNa6i3qfrcIrT+CGg984oM/C+3MezMhunGHjVyQtAQt2ge+CCHf9nfZe6Pgp7JC8pwE2+Q9bHNMdNHeGpbJgpA/9++fjbcJrENNN7c6M2Htw2SGC1Pu45/1QkC8P42uHXUYcuMzbZDbaikmlpJ20soJ/uNFOcwTaFsPS/fxvZLfbY9VmptN4b0zxeXkDrn9VC2l7eElpF8yaRoZwQBwt8bk725Gca3VpXCfLhsXZnO2Hc0dl1f7WGTF2pjf3vFvjbJSl8P1UjZ/ZdY4lMNTXg3Fzjlrq82Hr30JFEpl/usbgunrSGqOd0981eXt7ncbcUi9J1bC1yZmvxtryH4N1MG2KqqU7OXPUlKvHPhjulzy9za7obNS6RrLpNR+TeL7u435q5ypyhf/xuM3ENZzlw1SVr557dl+xG2qNS8x7tM5SNVS/v436YmzzYpNiCb5wdtXXskiR1nUif2KL0yz9qZICUKZOFP4IL5O0yIke1Lu7/0G0dtFX116jfJK2xN/83i7OHw/JtLylbIn+xUcfQeCatt0Y7cbMKnss0Jf9bD/JBP3lzQJuhGFoydOukWiSZcx7/Ef9X/wQfmvLjZ8/i85cZ4yrzcvPfwQUlSq3KQiPG6M97BNvjQzqpu/JPvy9grpIsipC5L9/jbfwVVULd1e2P19413tpHG37M2j5z7nCX0Z01ob9inxWPc1WUl1+H6zrizZSya7BMo/sz/L/9Anpb9sPFVF+Uh/4M/BP3crPXsv/eFNc5tk5tspfz450y/f40r58J2u1UuyksSl27HU42IguR6XW0UB/G4knsve7ci5cP1q5RFbBN8X5vLUtR7Ak4ZEZ+/l2V+j42FtI56uPdhh5WtbuijQCrZWoJeW8BLqkEzUdyS6X9bxvX/a9YmSqbqmi9epQ3jJ6a/xdbLujMCq9blUG4YfVgtS/+o2+UzMUquXG72l/ckXF8hYbsoTD427GN0NF1m3SPKipb2/hGpdFH0qB1h6+YR/U5emloNWGKvUO7RXmWMR/nvq7+tmrS/7UVzMjld+GIkJYHmj7j194272F9J393OIzOHKSv0PViXdmrzP+r5f98bupozZDGEgwjbRvN0kH/1B2MoKbNUPffeM++GIfJvJDmWZfr8O9jyR8vykhZl8ywig66DkF+jYc/gm0fpIbk6s2j4rHMWKV1L+4U6Ebu13yZy3sPgqtWxetK9cWX/pQQW1k2GhwIz7z4Z6MG5Pvz3egbOwf+HqMUjy4uxfm+PMYGDSaiax5TNO7EX8bd8JmoMv+XU9F6kfGvItpMpZeperumCLSV8ZLUC7icH/jd1K40t0RuRJobvV+5tgZGUsukUdbyrZ5fGxmkGnpq5KxqI75SFZIql25fzFkEtIYD5bkxNu8fGw/QeibrPcujr8EmV9ycd0dbMdsumRvpHufD1n+G5PhYPMng2fwZ+GiVu4lrHOo453xpTZajdk+o0/klPYLr/JjOkdLh1HaASUXBHs+pQ81cBB71nrYC6+dHxvJPNm4flxIVI2bcl1d0HzLlyWJ/341Bd75/Gy0c2e2R98b8+JuTxM0BE71RFF+Wx/O0P7T8bNRxpJTiRIvrH/mqOIe5dSPfy/rjXYWCI7++2/+2kv1rjfj3rM8JvYVyn9oX89krd0jqwzR3O00Wt0FFVpD/bhop38bxytLnVw3VrJoK0hUZ/njj/fL1tgmfPKI78Z3w0EmAh31nL+/aD23Vyna1kj4utmvYuaopI8CQzjbbRcQqpaTX8fxuj/Dd8NxkxaQtH7v5Pg7ks9GmucxX8Cu6ug4a73sl7+NmJiYtnsQ/ulzo3nG6dR1fG0mpFyjcVfZg9/Am/rV9j16L0fjd2fLxm3C9AmjU++bkcUXx0pBnUdF5w2aaC3p/G34rhJF9dMEYZZbNtRq7wgj3wgwYEw9LYU8S619KbOhmlTmfG1MIe5+eyC/jzs0omRO2oz6Iu1AJ92Lr+/K0cJBfJt2HbMURL6/jZm89M869nHFc0b8WJPuQd6nDe4rrpn0TDV0j4d3NjfVzzdir+5+zhE9GcJLZQ78EGTGvUiheVB2G406v+Nkjd9YYFWSM/G5DeJF3qhTyMcQArWyAS5Or5WcABH85Ij+DBd4O/8rw+XfG0n39AMKd4dy13P8Q40M3FT3D0HtyZl7PbfU/Hygv6G3pvYXNW3QzJ5bmo2DqPJU7xikpEb8x43tsY+Nehvz+N5bG80N0svg0/zcxPsb9qhkklP+af3/+N59NOtWu5mM/dCX/dX5ta0s7uQdvKiI8Uz8M6rP7/oNy/gz8E9xnz2NxKztTiOPh/FHl1LNkX5vq0P9n1p5MNXODNTYbf5+HpM9Yc9RPfo3jS//42XxRO7ZNTZoKzty35n7bFJAvjB/6ifV8K0ap/3VY1pv/jaR+i28nbaPrfO5Qf49hqNVd5f31G3ySUb6peIfsJt/48xJ8qqrnn3al9uDsjR4Mvxs1xv/LUW27pGPUpzMEPsmTu2rnF//G+X8lazu0955IuQl716kZkXWxRJrX8G5Ztq81qN0/jZF/kProjyRTl7hPkrh9jMbCadeieHME3o6pf+8O+41zXu7X5Frfx5/rOHtUP8bxHzLlnweZN9WlZ/7VVOu+t22RXcv/0CDqmVE4uM0SarUvFMiI/97420N1B2Pm9dh0jfNDyP7sq5k6tQ/by+plPwUcZXUFW2SRtj0YX422gVJ6RyPu17d+LuTEFzHfGWzw+i7Xxt2cY3Q2OKG1RL3etm37uw38YdztsVaRG3H0jSv/G2m37cn1KamXZui0MtmVQromMVgC16TjaEkx7wFEqOVaN4U+NoajNr7ah1wPwlVcNuYqsy5mVNSe44NTuOI38z31/oTd5l/3xttJHcgxnzP3HKzX1WnWi+kXkHBJ4LcHRI9D96Q03hX4AaNf1Xu+F80YQdDefj1WX/6OXVuHuvo9cBI//rv+DTxuLlnCNW3anHpigdnoE20teRY1/YnyoVZe8NSUuowI2NB3YH5f/cbhvGGQ2HHlaN0etbu27J/c5iAGN91S72/jLcg+d7IfBBzQJBrTd61FLZ/kCSwJ3pZ2W0l7VTEiekKq/jdWuSU8VdVdXJG9ZTTt1ZRMOycmfgG4l8PQ33Bp+vfsmlnybPSKQ0lqNZrsEgnw5xaO2rffG2Z3D1e+bZcj2HtxhlGp2d7btJVM6Bzw3Eal/08bURyxbif8FlpP01ebtts/+MJjcslpsP2j8ddpffvG97nxUxntuOplebi3hooa6+quv5Ea3Ndr8bmsMvZy7NJO3vanKZXauF4YTdNnj8ZVNcmHsSujTedoyta1c6ICgKPXgej2HwQ/O5EzrLUP21H/jbI9XbXPCe5O8Ove7wgt2tDknZ/mKnNWZ3wQZMajj1WcclrcXaSZqIf4e/4XpENZR4b6jp51pLpfnBrNh6/t8bbLDuLdLWrSx0nujbhjzr+7XUEcBb1XDCRxHLPy5f8buh5VQz/iV/J9l7OryozdXQVOA2cE20p2TeMHzf42DPk5hOD1y0PZe2ZObDIuYL3ywShPuFHnmwSuuV5Rcf43cNzl0CN+vH5t+zQXne5wbaFw2i6lcHmzM8P3BMz9fQ3MQY9djy52M5/VqcixdjnQJt3HXXp/NWWX/G3ZriLI/M32bWXq1NtQvki9BcMpKbNHn2n3g1TNztJFX+N6ItvXi7cW4cevyCbVyo9wYcPqRqb/cGfhckkZcnbDJ7Dw3LHeHZeL4fL/Ph4ym/t1MZqb361QOO7j/5Amnk3PN/G9o+BfR268PPXRoRsmnVLT2Gl0XHnBEqyaKwy/X2Nv9LeIPcX4k4au/v+09qfOZ+He7R7DtY7XdB7EsQ1xQuHZrT7T7HVQ/heGKSfftVYP2yIo3F9oua5fuTwQVtNy0b1Ge2y51Wd3pnDxg58Y7QTrfG0qo6RV629UueP7dKRmgY96tsw7fr59pVzG4nP6GxDlj/yfxe3Y/ivxXknJzxrCfh4pNFzdJQU1MzW+CClaXDLRh302ay49hvY68NO6CNrkby7If/ggynu728JdmWdf+9Y3Oz8brpEQ3Vc8ZbQZHKsbrWNvh9ZxsPaks3B5rvjcsTRrdHnczx0+pe0X43yzK2CU8yptaWVFB8PyQfUq7s5+urV/ecN/y/v4e8u1rs32GpE7rZk7gV8bJjW5c7My+y9Gj/xumwXtjtTzkq+HD9HrnSJcX43FDkseWjcaWdAec3eNa7QrXJ2VZRGn353/DtcPdG9YfSqzG4drT0Ptpt//gw23myrqH8+pcJJpW/X+X3Xw9aGvSZ7eTU2/OD/cSVNNwp8Lbyc/2rn2CutjniUv3+CbnbP6FZBn4a1u8S3Vh1Zn6+w7478exU1NmylG5BCZ6HK4u7ZqiwHJ3qvDSl++sbdTD+gk3cSzz3w97CNWjc2cEJXt5sZN7UziXlbrcIjfOJ8btHgBtvO2VcP600+hyZdUVrqjTT5H+raL0PZO7+wQZuvZ+fV3oq1Xs/Adk07tD25Bm/XZD2Ot96fGX/fG1puTqcmRX4SC9biZ4unFoI3l0tG88jbT2f8P1OIvPLjS34w8M8WE+kK/n4dz4Hvad7zex691BLv2/st/l/rUbBHpG/8GqqG1O0gkbxl9y2bitMvIR9LLTIDP43irqYzXdPtpPuQo37kMyVuzu8a+NtlCvlNJK1l5H6C0Z5blvU1DBw0TvbxNC+eWRSP/GxtXX02oUubZuSDYsx5y/Va+Rcw7cdPcUI/hT69xvBqYz8SsWJ+MeiuEN+PF/BTJrYCV1DP1r8uVFL++SNn7iQ9uIPfmRLfch0LecQscoo0HAoU4aLxF10Ow47xZuPf8bcb4j11Xx3qncPVVqxSf8aJHq1X8Rs73ruOvU/xsagCiiJl+fh/IWzlA3xlmZ8nf3reSYkXaDItPeLDUX4dpEuPnkljK11VcL5Hf/25/43FtsiOGPcssfusjtzcvY9SiohoUiJEegEhbl8EGlaGbD2Z6momyl+ueayXzbRKr43mg8P0gtOLebJrljyCcwP2C4Zhjq9Q+SdI+W7PN0vbN6f4NS/WuHSzbTbCdI+DNXxLnldfKJLms38XGjXS+N87R/lPK2TPLQ26s7z71xWTX+tXYAdEckNK/D3PO7MI27jlCafY7/109wJZM/ja3OLa1eYPVFi+zFdzyeC1SDjuc28Z1eUpL9e4e0gl+R+3h7wxX+ribVN34+Qfko0l/342HOhn0vdNjTSfKTbpJt1ajgvMRQj1iP+Ns3T5e1Nj9j8Ip46zdN8s2LaG7d75hu3eG0utz/jd71VSUvi+6TTDIYo76f/G3Hmjerhj4eXxmVdLLjq2z2/36jcZt90kR97lgZtgbGuUi2fThBdJNlmHqpf68b1LnqOr23xv+qa+a+r/qNh3kl0ma65ruqF6tP3S7rHN9g8s4Xkwe/jdkL1Df1t7xnltpUPl1xNS8n//ggufrurE4gl+R7ObIKeeZrqUY2V1lbNaH/jcxmO3CZ69mlQaiEaCu5dWq9xJB6qNfp9gliKSec6X1+hslxk2P94foR25VW+LYZ1O/ZE311fCbZyr3l/+gQbd5eb5ljMV3OsqFqvI8N7YTdFP+Nkq/24GTciV3SLm3szI69W7dr/X2N13y5e6Cyu0lIoiKgBFUA2L9ZV6hzvPXWcR+NvPjShjxfyTLf+d7sHonBolUPbKG15Jv4JqNQ+T/0GfhcnBLa1qzIb8WyJYdtlMOQ7Jj40sckQirea8iet0dJtiP4ZGfBBOyw/kTM2saPp/jYZ2E9Z/3C/pus5ktb3qs5aUqGxM59k/gwqmS9SYjxe0EP/J+nW/0gwc/jemH855o7pWiEcxtK5KKe/8tXRpM5YmG0/JL/6jdxmX8vdmK1k7ZUsDfbddH+X/TwQa3uu6k6yjw7U1J/42sTiHFO9UrFzdKNmqvdfu7lAm00skywyF6FwXFE4M1y/1qNzlq5umcwl5/K24Tq/ly0Kgb//G9rPsal5PYuj62bwn5xmVMyuX1fxu26Maopbw7WtNw9VPFnj60jl+xzuBkZR3TkG4H5fvpw/bNCbTeNzYpeCtpmFyOzNj8yvUnHpZmT+N9svfWHvSyrVLKjVkuKshTHS0vUZanhIyhJLSP4WwEP9cXxVY1V7SaMYCtSuUSOPsmJ/G8s3LI33q29R7xerWeO2GWKFcDcuRdtP1CXwrs0q/K+w/91xP+WfsO2L18D/IO/G4i2NyEXpUMMv/H3G97+H7gd/htfcxNNtKG5H4e5NPu31w/kfqpY5BMP7XnuDdX43DLE47drk247Sa3OlcnWOd8B3Phl/57jhhwOIs/eL/D8lFPJY9OruMzoY95rxTdWudzXV/rXGw391m21E5PluifflbEyL/8MzypNxi9oR8+f8GfhfUMr8mhuJB/bf/+N+9zYhocmSF+fODbETP/4jRY7czrB+v8XwvW9sJqo6z1kW/4VthkO8JMvz65skg6puTfeG787eZ/+Hq9B6Ml+chJ1nXDc4dCmn+X31wzUJvAJb1yFKf/8K0Tg76xtrzjCP+yviQ5RvDEVV8bJ/pIh31h1mZy4vX6Tx/wAGyuJf8HsCdueX6Ek/gqsi15p+VfzN62NI/cxzrz5581/m51v4f5vVsvlQpbFqeg9N/y/XqHszUrxdnsPFS2X+I3faV/D8VT/DVQt9ZfXEjfjpBIJcv0/hUu+CvvNkY8rci4rWpjjf/h6vMyaSnD6ytn4C4Q9ixG9yOyf4IN0ptIDSjWHdo+v9AkliW7DfwrJI21vcWNybWJwqaeV//DseVrktB1vlszVV4IK4WF0+CH613qon+FcZr65ocUM6ir1UDgI31q8OxGyLsad/8K83dteEWX9QzfNT5mxZgn3I23/z1/4Y7TAeMAAAB+hQZqgL8B6eCkPc1MOazS55ZZfX8EmaSW5l/fz1w16nShpafw/3W9ztPnxiaZmsas07zSGHtfDGPKXNRW2Np+hv9Mf38XHmX+6m/xpdEWnDZ1GTR9deqx7QbJVEQ+dOZn5YaqeSXxvhPjm7Gx9fqrdvCexuZJROvmZYrg9c7+H+E9I91dta9I2xWv8nM6FL/3hjcfXCfGtuBv5zsQfff8MdJ9uirFLOb6Gu3Des73w/wR+wyPdak1bcuUUJPzMJSZv1BBybrL29vLR3c0P+CfmpeXm9z8EHV1nferYAtw4MBZ6mWPcfwxhv7s4f+Sf/cxcfSf+G6z+2Ru0qqs7/4e6h3V7aNKlCr7obiuVNlqeOFCCaG2PwQcsQ8aG6d73Vw/Du6fBp4J+VC6bldLvxvOlU/CNXdsvTUPcT+2UUJ98ZJFg7MODofQG/6s/43wh/llNVSfIji/ZKz/gwg/BnrduaQcdswU/jZaE9xVlH8Le545XfI5T5on/L/vjc+G2x9eS5I3UXPieHxy4ZMOimY8oNFdcQUTJeOX76w7qby7ubZXYrF6MOUZUujSLf8Ok493/G5vePm8vuvTZ8aFr7/D93Zkk/akLGzjVlnwm/l/xt26nLyfjS7ZF7a9hN+zSucvSDII1Z8/x/G5cJ+LXUda5tpfv/4Z5zmpf76G7ptrD5UYySNdd1kFcj2JuNWauwST3tfQ2QPyYj9vV5t2+9tgOLMc74s7tQgk5HtpK88T6/h7E+jpmkpi+w3LX2aa+R1eG2h458PVjs/3F5pQl0mQcbJjPf/wvojZm6W4WwDyov+N8T+HNZVdxujENZLTCBWsrI0sjjiHDVq/G025OxKrowNkIsk/Lw95Layp6oV8ZG87EPopcjUDj/w73P0/IxLX8rQ2zcTVqBN0lo6K5GwJ/D+ML1T3mh9QO1zTwZbRSZ+eVk/jZLe+Oqz+acXBqsxDNgR/4IM8UeSTZ8pE5VV7YSttaWrKFQx3Afwxxg18bGePe0ith7Iqvc+w/Nw3stVxC6lzevjxr8bM3ZWq+Vme2+xL7/32UrM/G91oppDv3bUP0NrDktu3oMdaB0JiFynJOX/6D1p5HGlD79yeUkuuvnK08hnw2l2/jYjm8fcZZVlt/HdA2eZ4e6FjILTSK/htd+bHDU3DxiuPQH42il2mGR729tNqH/cU/Pe2NLEFCD4z35TFTL/rjaYyyu/L8nVaxzxlltaR0QQ24vSYD8xNDZ3p39Agm3rLiyf/hm6QS815Upj+5oW034fy+0mNYZ3e8Ke6I2/+NlQvFe2W8TzD6TpW/1bdsNeZeX66lG3dmnlCds23mVv9zIlRvMJNr5bOU/hSZ63JvHlPtnK/Krhl/VXDs1QQ+pr707fvdQ3ZH63//D96qkSXeePRNS9ZqP/jY9Uv17Jvb556p13J/obcj0apIv/w7eVTEbLV3Gyw28wz4ni9Ij3JLVbxnZglh9JJ/D9ldkYXtzZRSKkw1t+a9NsNTV+N1SpOH889Tc26zFgoPtdvhpK7z8bq7p02yelpKO2WMbSJ6I/MjYKtHa85VFL4fq15YeWXXJL/g08L55FZmszxamih3k4R4JJf9LG2oDude7W+0rFGtZhAaHUx/wwmLJvLzFyt/jabqe5MNlSSZJmWFSj6mLu/Ip9fvYfivHQycZf/cbiz5wz5xi0o7fqehVfPTBP9F+Y2kW4pfC8tXaaTcvVtJEamucKm2pC/jbVTYx93aT/azO4mwWrnmNRTk5yOR9+RsrWFO3g2FL9fYVn/VnG8nHwx1vB0MmfCvtaz3euv8Eu4A50cH8bbXfDZpHaeQ55TTE3PxxzsGv4rssNb5fT/G1+XXKuXqXoPXc7MewD185fRJqfKYjv4IJUbtfneMOhuNbrWL0ZP/4ILu/SV1DQ91ODQxfI9dLhaY0LKt6+nG8IJ0U+W5LSVukHIZVjqdU/8Ette1JQ5Et6CIbxxfOJn4bn2sq18Mctgvrf8O2qkaTw5a49VuZj5t3cML/Dy/TdWHbZmDxPscxEKuYhp5xUHmJx5ohjoAler59dKDCtbhuvK8VwWoQET1xf8kw47/4MO5+rI8dZqkT//jbvKe9Qw4bjnZ0lmVw7LP/4IIRjcFch/LG3HtzDGCkxZfM6Sr/4dv5O3vPslYamT9Wg2to7j8nzlzEGruf+DPw4bliv6u976xvNBI8eoYPWtx1WdEjPe/ubMZ7C7BfG6mhEYlsgnYrnq51yzMJkkUJj2pj0Gl4/ES/+4Xw36fk/HrC9MyNr3bh3t8Xw7qslpNQTv/nhqbrJUPM0nUcjhSl/7w7z75JXnxY2+NlCEnIy1lchuGyVvjcm3fWpr7mzX8cnvR1fG3Pxm5IfC+m0boPYt/h7cL4f+JlxLhYyQVCD1fP1PE4pKn8O0XtuY7Q9d8s8qNlcRK/8b3lw+8Val1kz2HEmlhzDEv4cU/gg83wwoXSPuu1aHaT/+Nzs4RTSCvKO7Ujlarc+5NkoIj3q1D+r3HlCcgRfW3F/h3dy82P241wYom1m1/63xuTan9lEOY8rtmySzhQ/SG1x97VJ7T2YKXpONr3y+e12TuzdagCu2omlndM4WXTn8bcalPt+ibVxe2TdcXd9gUD1r2CXxpbOVhnMO+rrCL6E3454S9Hy/+o20lFvq2qviTbCvvBK/ucq02gj/GiPxpJ9tlbxVpE75RqOZPcQ9+fNUJ9CXMvr+GYLvzO3JcPXs+UfTy7fg18P+WUuhrzsy9yhTp4d5Ivl/fsbm6WzG/xHxDQ3Dfvm9M8DU4h5wc2ZHiF6M6cv2tUNu5tySZeop3DEibJ4kWccR9c/jpH6OBDr6+Nq9p427Lf7a3upWr84X9dX4fkrtS6tlgXU6TasC+BP+cawdkv42fC4F6u07iW7d9vHqtQ7SdbA1eSW8czA343rqzxbu8/5mNTMsfx28666w7qIbvJ5NJlTWJUZ5scuEQuvLP43mm2zpbNGT9Vth7JGtRNirLFyxS16YIvlRL7643x6Iebt8l63ptKlXLqhSCQewLh7Yd+HcZ9CF+cveSUb/TXcBvTZRYVOujl5FcPF/Glw3go7ZQs6d7dxnJPWbz7el8ss2R8ncCEjSSixvZm6qEMWYVjRIlUk/I3xtZWINu+Cb12LrZOuYqSTemmQO/3xOPWe4782i2AG1XUdv97NMPXIkl3dU4/jaPVsJ69I/kZqYcR9pWm9pyP2dxWJXhlfPJy3IOouyrKbUhv8Xxt728TaqZ8gwpVBRa7FmiJuhVpN5VanqyME958TUT/esB+7/2BUMw6TQfQdffeN2VEEvOslwE72eRa1paFVeSNaF7sm49Z9/yYa+OlgtpvlmtcjNXmvtoo2O8ecMDL7/jdl1KwTfP3lnecN8IrbvLj1IYTf9KotJq8q3hzvdRtqsOkaXHBO2EZRdG5DtojJ4wRyprWucZI5GkJtR4SWNpp0XEEvpm3l8bW7tZI3kNaV68I0qmb9Lwk3Uy2bGOaPSNVIvlurMVno4iekGErN0j420WUF9lB7m/zU1OprlkObWdTbkii3uEldNJ2iZF9O03gaeCQh9xW5+CXHVyvWdYPxtYZ9+77tn3kvit1SX/Zf38Oy+vNTLm5PkGO62acq7/w9uvtB/WlZu0rpaIH/+N283rLkmbvw/n0bN3J7ezkidf4d1Uccb3D9BlxX3h+2f/+CCeLMyR9K6/fcFr/G2d0ptUs2d+Zd9brbG8/qpn/G3NlWlWXW99+k9ThlkZjhrKtaLmBXwWZ1Ten2ia34ern+HcRrzljZl+wNDM0b/xNI+/uPL/wUStUje06u/BBvNtayx0jgqii1rR08sw4k4fDNzYb/rM9v/4asyXSOmbtOGvDbF/4Vx2i4a9+/7x1i6fL6/h/zTd591WotV+6WcKhuw11nLBwj55/BmvsUTjsl+n1dG/BRXO5u6MJl9fwYTZkyqqX9dN9bUscbekv9+Eda5YpqOYsv43e09kNLq2r2+D504hCxw18LRnuZJPylpNX/wrqa5MZG+nzfIjTUfmPgn1vj2GaYWX7/C2aTtlWlBmQDXf/BLurrLsg34aqu/6lf/WWt8bHl9KGXr+4fI7MZ71981jdQclz7D3wVFmjL5OGeD9aWH42p5/Tu1XaFw7l0t/RuXzuqXZBo4UnDq80IWkztQze9oPQF8bMf8q85ZzSnduvswOaAor8DBM1aeBWHq9SztN3/w/k9JKre8fwE2W7uoIn6eVfNtnt2pEt7f422YMlixSQoTMvf/wTbpxGm9ebfNb5mw2G3dSliQVA9bguErET4fzW9kPaZrPvNhohfYRPCnBsdP1lmFwzzdua+Dd8FZMrK3t71kwVrjYuTS6tV3Co6yNa+HuzED9d8XDM2x8UXwaesH4vJk+JP/gkj1jULOL8Ox5l941VaZ/l8OImGPlP+HpLZL4b8Xt1N/+lGIJPXjeUvHtfjcvzfqnvPx64vjAlZ/L9fjcNmknbt+qmnLKrKKuc//G5NC+wppvXT1P0lHKviXml/4nu1kx/42Hfdvd7R8WPUscqx6EQVkz4Yh7StC9VaNJnXOpJH/w7e1eXFN+lBrJfy//Ydve+eS3xZ1j1//BRe2vNnZfr8GE7cK1Z6upwzb21YyBczv4Ux5fm6XlYtV5fh+OL91L9S/LuUfG8f8O7WXyavvepbID98vbXzf+Cf2+t4vw9aqql/puvh2+vg/w/fXVUz+NpvodtroJmXr78y5osDoNfBTSkO51wy94r8W9cblUje92m2krXy/fhu6wocuX/fBR3dd4sv/uHa5u5v3WW84Xx4NrAdjE38F+kqfPh4L8a714Tuy3zZ8KSPqndzdJPvX52X6fwpWzZru23/Hl+/D2pXq/R5sjSta8N5P+DC9dnxtV2TJxYclrf+CG8+Gzvw/LmN1TWtbpn8EPVOf/Bb3XV8PwYXyrNtbHhzh6L/3hftJav7hHuz0jUln9eoJZpbtOrUL8L5/utff4bv6fGlQeuN4fy8cxLcbtKEC05Ik7iWCqILUe2ofJVWLFSFyl8LWf6dT71+v7T7PBn5yL8OrK/w71Va0knr60pOTfHl/vw7dC6WdxzDcdeDHzJaX/gsji8bu6hp69fNl/9Rvmpk8P/ekJc23nPmHuT/BRtufbZpOvmH4bmjjdzgj3Dv/gspbT0ndU1Tw/BBXSbTLrqO9yjn7kQUcv9eNu6w7q4xr2Lk6Xq9o4eX1bH/4Ld5faGl4vxs3J3TtuDS3PHftWd8pVKzQwxdJjMeKMsD/w9Zvrddz/q/X2v+Hsu3w+fsSmjTI7WGn/73w9wndf0yPq6xrN83/4Urt9J9N5sqLG33QdnxebK3acuwaSpzD5J8v3+NlwzQdWO1m9tkv5usWCJt08y5vyrun8v7+NKTL4PGvm5mrkbZe/xSz/OI+cktFIj12eBJ/xv/CbFqmvUbX4YVuR5p8jzFGib2isjdDMOCDpfDeJ9UWSWHku/o2vdUy7zfjb0HYLyKU53NyltJjfUe5nwkXU9LYL7NQfMUkbxyP+GazvsgJ3/6n/sRef4NPGycNvTNequxlJyTNHuxqLsZ3U2lfSvHWgOX06jw/YIPzx3I31v78bKetRm72bm1Ntlqu6XXB5o3gna/HBkxvwSbWLfh8i5M5W11dh+W2DD/Cm09a6sknvgy/W+Nybaz+3d916Yj1W2Zt/4ezXW7m80tjGWuv/cn5y/V9gqnzvqT3eUvw/J8V29K/1giRTVkP/hzn2k/cMS7N458OzbYubefVJtn/m1OqpIojTi+18M9zdfUzZR343ae+Yu3C+qM/m5RqTsHidyBVpp/4ib+FlfVeCibk6STkLpEPFY/D2W4dj3ZuZWfanSCPUZ8X63xpXyycMjxPsb6Ovxr8CAp/xtcM14QO9j3pSRpP/jalogetudj3J2Qh2pnRWpMq+pf6RW59O5KK1D7Ob+e3r+Nq5Um2W+UVOUrjvzHHvxcWhWGKP1RBHmkCPf3paSNXOgaL7C5ObeWGDbwJDe2v+HszE33UNOgkjbHlutYwp73i40n6yaffX4Ut3dut48vm/q/vw/LrM8hECJ9Uf4QPkKNwi3P/h6T3NrrrSv0/X/4cn0P8CYoWbz9L/hvVU+2/c8f4Xrq5+G/TJl+5Ll+5KsKU2pMtVXcQwEuemdZ+FrlRV3Vn5k5q/ggrS8To+/cJ6wn/hufRzktTe0knr+X/7DxZdeqZo3Xx7wo+NwRequsndhXBiQmgvzl/rxtuQj4rNzmx0IhvHJHO+V0LuFiVcNxo1xUGdfddYfJu2K9V89nRBC3uTb/4JZW9SdXIoNe4U3Nu1pvmINaxfgkllE/MOPhiTN8/s8/IX/8TevW/43t7czNfcmW83jK7i4+GMAwzD2eCxki+i968GfhfDqlavtULnxi9Xw7FEf8Lx5TPpE+nHd1kiQQk1pNPmCT3Lrxt7j/2S380Ur1nW5VLZkob2Py+v4VqaXU+50n0p+f/wjTufXljq7/G7ZIiPW3l7WT1KWnst/8EVL6bt+F9UxtSQqdV+M/YbkHwSzy4Ttj2bJkcvw/vvVybu7DTn/y/v4+fPac31O/4elzZvqbRtZt4RVag/RB1br743Jov1+NKpz1widKbdFbDWcSL1dW6NkNbEuW4a3kNWlR8t8OkJkVlpuO11k59iccBLrvT//he7w36TdrZUyeW/rvGzfdE/k+ge71V/j4yKjySsv/Vh/TvhWr8cZptwz1modZw15aT/wXczmnLvBruwsXCfUv51+YhN03yjMPuGDPwvMzcZ4CM+hylc0tsG/7YFYD8mnsb6Rf3ZeuNiBxsmG8jrEisqcnyLlkQrG89ah0ufBFOhBelHf369iVEie+zc3q25fX8bClYLliH6Siuud5Tvx1Nea+oRtfviD+bBJ7bXiR/G5eE0M1cifqyEOnSRC3RfcM2UntPZSD2stGhuI6wFcv36japsYySNlKy94nwu5MznFUruLhjCq86eOxtj8bskBmjY1Z2j5SsxnShOUKEbB1o0+lAeliyrvOY8L9C3P4fmXVcaPCcN+qDGTw3pefPca09hqjqGnjQxZcv/0H7oNzfQxcTKiaCZl4vyG0d7il4d2fxsyFc9XEMd2jbDuK4nTDjQW/A4LHB7kDwSf+uA53fR4bPIXznz8bcsVNNVc0WxNJbWxaFJi6EWgUNn2v/je52rjxt+XcTuOzmUquJorX8v0/jcMZNmZ6dWNm0Tzt2btezNmbjdErbDv5EbupEwjuLlzVn43jfb68L+YuW8n2LVLCxcqUNrYbdVeOnj4RDqXCcJfBBQzaOcwiH3jBUA7rd1nbsT4lxUlCLnQER+nk95PmEWJfOO1TX/srj/h69NiPhNPo320ZqJKlThxx8Bx7WX75nAj3F3A3z/1/w+TE2Lt121qbDGqBw+8QVfM//8E9qsmb5vxtVzZb1NtX4nG/YROhJFzvd/go1kwnZbt+CupMW6ObvZ5wvwWzddd4INPDm5u6K0tdsGv/BBJrJG283pZuvvQw/LF/4Z81AxhHqKgknju94p+Ci4foYo8+O36jZcR5Wk6m0ocxDe+V8HXDXZ8P2tl/6wUSe3L2lwfgpsxnJuR+1z/w/BXrNnddzY7e/BF1mkx+Hbq0W88venUu3wwut/wQ4njzr8XJDlxJrL/vi9THNUrXwT1nd6t+FOq1T1vd50/Du8Zo2mrbuVyrq/i05aYPQzcssv4dq135XVa+AENW04eVDLPVfwQXPpO71bWcnrScDF37/w9XdXuPLiqq3J4X//D9PnPpe+IS5b4nwngsqH/h2nXMxbVfr3f/w2XH0rX3h7NmDPwTmN+9pIc8VPwXlVuB87DGWjZ4NiAPzsH6e4wU/42iddTXWKm27mxdV14UOfw/Rw2v5MRJUzOl8F+ranxqVhNVnf/DuO5bzbmzN1X5W40U/42+JGvc6TVUVwzrPvuGXLtEvjcuLhfRvdD2mnf9dyiTxLRKVvobfy8OnutAeHl42268Q0NzesC4hinnhJ4pOuHGhCnjS/942SPK/5Zq/bk8Z89tTZHhG3nGgTuqtptF7Dw448FeSvUfxvaPjlI1yS1QVNrEkl1IbRED7Y5Uofip/G6RctdqqT21k5hjPxhphFWINvKOF/jbS1Wua43VvjebcJfDv2ghcLHxshu51nG1jsvfqxUtCHRGSMws2jllT3/jahfTYgTddeX7z6EmUvNtIt3h+Lk+Gpc/xuQ3UdS0PvqN++SNk62oS6/OzSIww7Jwtcm+5f+nGyfWc1k5HrituQk7uc5ky9wPhPvu2teSCDm2iD5iOVnzErub+0Vuw4I18sf+CClm/Vw5+NO03Ux/ONh7VDjVXwru1decfhO4yH5ff8GHNiTvyyAdQXrG33/8Lcj5cJad7cBBywo+5aW/+Gb171Tr7foIep8GfipZP+WRf/G5/PKbtdaROIHxXCDq4z//8bKbG7ybz97KeyBqvbCT406ish4g/5tmTcd+NkbFbZGSyzcTxI8k/aw3HqrKF1spEh27Tqpfv8busXza1hlkHvbtjLXa2VpYrN2qe3bl9fxs1J1RWXu3V22fM4L0c6x8CyeFj6nX6vhe8rRPus8OruZPCPkryvem4a+Nu6xw9uznLLH6+Fs4nfwdAo6riTAWwN/DvqnDZ6l8amM1E+wASAvph7lIvvXnpXy5pNMJL43S2bjdXPmd60L2rVmKQ9X9zt/D2XFy9tDcPl0v1TcTNfoU4vGp70/jezh6OQ1Qw/ZKczq2XLaKlV/+WFnz03ixiaCi+Ns05oNZUJvV7xTztf2u1pJrLyhJLn1EtOX/exs+m0ZrULWoXifmbq5ajKk/hijJkCxNV1LQYyzPPuZft+QP7hW+S/UMPLoy9/Qots4X0exb4em4xzbIzVRLN38IfJfpcRd3t2O5BG0d+N5tny1qK3/pOFyGKZhW794jIJ0F9j+NmbyVq2TUmT9UaQcp4uPT2h98k5f+8P0jXfN2KeqqAi3SJv/BBdDUfefFNnUWpVh5pVFJIlrXTggIfGqkifNc2MheQseJro4c4vGZdelBn4re5l033+Hih/J+rqPZpfmbXMcNnYonL/2Nhr68y01VGJUQ3Ldt0t3y3qw2//ggmm42GfS5bQ8WWx8w1w4I3/QHv1/eQxZ0luqK69Rtq/uXCH7U9cZ7dyb563Yw1QseLRhM/xvRTvDjz1JvsNjvGq4t+ZrUKoq3Bdos4cicOz8O9MkolYgl37tQ7zu/DbmLp60onRWnPwQXdObSa5tT9iFtTPZBv1kBbXIOOLpFsvjd9RXFrJtWi+7Ll94S8N062sPQw5JDVZy6+FszBaLNrGMe+1y6Uqa6+XYzGguO+GJN5sJ6kd+ZfeCyyl/7w/rbDmt9mxeQ3hNPPyo3qaTD/xsakdF38N4w/3o305O5xoYt0/VlKS3fE5WZasl/q8EGO+k6JIn8P/QS27KfBXtPx7n+49Uz8bWXl1poyzFmQjZprZLvcuG/zoR/L3sBkPy1uMyDOH3+NqGKbm/DZ4zxgytd72y8H1v1C6g15r/y/v427bsdQV34m4P/dp+rdZkd5jDyUjMnXAJt9vi78wuq0sbKTWt2vqSt4FV3jP7kzTLdc4NF23WOFAZMF0tGquhf4excupbqqhqPEcNL86Lrv5fXrG0pUUu5aOTap75GKUawebQCnrgeYcRv4fhkWu/Dcn+LgSP/dx/wZ+F9MO0xJgFpfXYsb3WlTKFoZvxy/94fh1GXvubP9In0UVU5zplJHW3rkxumvjqjdXg1StbO/zwQtezp/8Es2KEx8V7j43u1eH8nN31Ktje3yjq17KFmDnw7XcdUN/O3r3ZIwy4yiYcCH7NoPrhfMHDPT95W34Wz4Xd9qWq4ge4mKo6fxvmaXDPqFm5MacNnn63CF7tH8co18ViUa7raHQJP68l/w9G66tdRcdlZj4e9rakzcRp0O2ICl1yT8L8tYzLjy9Y1gpAQP+1xtX/4d3NmZy3A3RHpm7bqrGEe58dp/gurUj3kHKim2XlT8bbVRK+7ZPadI0Jjf4k4RMifxvtz64n/xs+E/msNJx72/F7ct1KCXzMvSP8v/ajdyZdDtBuppcG3gKdodHxuZx8Z8Ey4ef+Ce8UvNuiuJf67G50uI9KV8xdtzFcB7ja4iyZKY4QXVC1+N19N3O1Lw7/40re3h5zzrKa/xtzcvfExyMfXQrn3d7thw0TQRegh62W6CxZGFMY9nTb38b3UL6qlVKkrk83uX5Mbd+X7CEE3j2Abt4njBS47asFWtPG2xNR/4S3asfZpvCT5zvlLKOHparxtk0KJ5SGHOfDc/6/wzKr/Bn4XzStQj07eLSIkt3/8OyWIWH59UuMfXma6t8F33Lgj14e7ZOnsb9N9aXilTOF5KGRnUSCXw9MIi7+zRmhzJXxMcn550REsJtz2FESWK3P43dmvn2GXZPzpvzN8wsWb5y+I3pWCo3jnxFsmP86/xt7v3Wqr2QNGaezIX6aCe3P//D8aZLMGF1N78XUmYDpPxzzp+X/XC9Jj13fVmJ2c4weIf+GSK63V6qdf2IPRUfL9P4Vm1lJ5efV7cdJHm3KJBqLLre+HfjGa7s9ki/P1yNW9HSu3sOBq9l/w7NybUY2jDt/h8o/pnCL9LXtRFc/fqCkt+r58dzSnz8ih/C9x+19zN874/PQzj2b8bdumWA+sVQaefnl31eLpltmmhWhqzBTDlwS/u6jZTZd95YqjK95J16tt+7fdtqTydDF1K3vfeX1/C3ahmo6tlxfqTpbA///G3eN0VOauHfPmQXU1f/4Uz27+MUbFn8fx28bZcgwAeUAAAlCUGawC/AefmDRVkiyql/7wwQ2eGGV9qdzT9F/6wUZu/udbDL7/Yf82Ze9wiFYfTbOXHE//jfLeoUfNy6V7Q09Sjkr6GwkV55ZKWMeRypfDHTeVtV/q6a8EmOq/q/DlYccbX5S8i/y2zZS+LvXn9eGK38P/Lnqvy+v47u+a6l/vfBHNkmYr8Emk/L8NnDI9q0rbgEWus/Agqs94M/MQq/+NklPlwno5iWE9LtvlDURtvMEvRuKFDjSQauCX/Wg723bN0ySupeF9VRQv48cH1ocv+uC+8vCXqe6XxFFSMFA5/0d3rg+oL/l/9Ruqt+nwcys173Nn3cMn8f/BNqNiyk4dy2Lxv1D3crKZCKjG3VkwwvD5PZpPGyp+GN2uNeb1+YPUH0y+/4JbdrqeuWX1/D2q92y+v1eSgduMONqY7fwzumf+Mv2bh13X+N1ryTGYi6tLsM+SfZphpOD/L+/hHJJ+XGvampfqN7trus/juOVdtnVaTX/wQ209jL9/Qfm0tQiy/Yz7vbM0tMU0O6bUcF58bd6zbVLdpRtY+/yGre/Cm29o/XLK3U5Ne4Pxut6n+an6tVO29z1X+CbK3N7+3rgnyZk8m8Pw2UbQfF7bq+jUXO+z1oKrBn4Ip3uWW2/LG8/7m1X8u7kaRuXbwEYvWaqOZEvc0dZMhnvrM9ruNqlZK3qTtG6nQ9Xb03U2GGBgkGlwaBxHPmqQL/WXeb3/43Ls7eRoy0dUervPsuqIPXPj2C1Eh+rr+FCE/0ruq+1NCL8GFmBhk82B7w0uDMw09cZzGJrVvlUCz8E8zn+72uL8K5SSxRvPT9kncSfaf8KVa63w3526vr8bXfVNajipavXjkKIFG4s/G+PY5NvNmt9faIlv8Kxa3fDLpeKlwlOdGNODyB/4Wkz8udbH4JitqU9ahyj+HNJZnNEPonAyrkPnqzt+FZbPyr7ljfN+HZyecvv3jZ9XDT035/61wqCCNySMi1Qn7Fi1eO39hWbi8mXxc4MhzOf/8LccX1L61ueL/8VVPn1f4Lumf80RS4/BAUKtX9IPfGi26q1i5IJSo3jE2EfjfYlX2fl/8Ps6wZ+F5kGsI68qThLwJmrn4atEy9+/jan1kZOtqTUU5d745ENSnhtRuOaRfJ3Dak9cPl0Ggn424Uamza1DoFdck3tYX3c9/2ZmShdvW0N7sze+/YKt6OfT/G1kcyWO4rqPERv7aU5QpTfhczPRnoIutpVCiAnJfxt3DOZrkKy/KPiHGSMSfjA0asaYtXMGnB9ibCwyHEfJMXxpNsn7P93Z9f619/Fl0wn8aVx8QofrnklbV8/LL3clpJ6EoTN2CMOEWUBH/+vS8FqH1a8gg+YamB+Aj+Nn9ftbyIvwlya1Q+k1Ru9kftyrHQQdK7RuFW0/YRB2fV/8bbpvol358Pi7oQdSkY/rjeW0CLX2rdKR9yH/72PXtIi+iVcf8b7k/c0lyo6uGM6g+g65rM3irlm1q6K56Ru9LF1Z2txfj+H6DLPO98l9SFnbMIGTfKd6/RubQOl0zFxvKse4rcbf/43DH6sY2G6JK3XiXjqnG2B7WEm7doX/8bjOeWDTTjN00rWdv5pkHF/w5XYS+qoU6GzHtdpT0ol0G0Yt/G0wVEatMzrNUPpI90/Lzb9CD/nZl9xcLTQ9eiSI0G/G12x9utQpi/k7tB6Vs3N0pGbx1tYEVgBFvqvpu0cimPcR4RtOX8aSG6Ys9zpF7u33k+laOrKzv//gl5PVVwvxHVFiGnW+GtOaKRepx+HYmF8PT+Sq2bx/dfYJPkVZinH8z/gmvvHFuK2vo5/D1Fz4My/34ok153CXpTXYb5ZfG/akimj2RDP7rlfP6jPS0UVFIZGdixr2zWkvt/jZM7d41JxhVp8ZqCOvL/lA2mlxFZCZw8Z8LlZXarj/xu5Yn8ieOhZM3m7bV5TIp3TyQn/8bWL8WhyetRXybxUt+JfAonuR3x7hx/jbFOO0KS38uG5nkBus59p0oK1IW3WLPBJlTxdGku/jbbadpSrULe6KjtKtRJvFEiv0N8JB9LO/5Qfl+u8brUvU5Vl9zfhfQ+I9R3CDoo6Pa+uzu2PIJAY0Gqv43dM/NqHMiWbG9sm4Q9Kb0a8bEzKj3qKKyrvDSW2rr7CueXkl5jy/0E67q0F8bo1R+VkopXuVEzbacvsGa2M1//gg5OVxpJS/lMjiyYfmc6VLvl9r8bTfh+0vQ5GPuqKaxkneS5fk11OI7Gtj1nasdrr/gg05te3WVFTcPFRX3F8ZLYwRQOeUy+wCF+dPU/8bebP1lJnG6DlKV2ufpe+aBk7o437VPXm+RwS+7r3H11aUv6xT42UVv43csXVWuyL9Ls8n/G0Jc7Nr8PwyqTkw5e1xG35+EuRyR5562RsWCx3vRNPfDE/46KuNJ3bbcN0o1bHEt/+N3tSxh/7Jgwr2/L7ZBq+T/8bzLodKWRG6qt8pZB+N1KV5hyWqoM7CP5v8cIsv/uNuFJmJ8Po9SZTMLdIIOqb+L7Ekv7DNvlJjdBD+JoUMdj+fwZ+Kw76W6cvl+vsbUY1sqyYp7/OJNpCo/m+1FD7Sz/QREuXBNLQDdd1rL+942e9JmBoeuoRir87N+G6vFIejjeWO9yi2EY0Hvjd13wRP5JntWa3NqOo1nLcP8TfIIUsyhX9DZB3pAdtbl4T5A7pgEa5MtdO0lJNCyRfKIdyNPJEBxpxb4e2frVnGype7VqZ5Jfl7k0PTcPQmqq1xtwqKlkLivnxQebmjw1Y9Uw7m6/ADJ6lToO3Npb5G1uJmfGYTxfC/Gr/G3/zRbFN04fe+2ofxLF9rwjpNRPsOQbUzL/D+mTPDaSI09HE7Oqr5xwhr+5/WiouOmPKfZA11yYIJJO1DeAMnhx7TS0vcmodGZMz3P/G2QqHfs+PNBiveP5WPWLmL1WJDlbBccKTBVKw7T+N9w3wHOU+/N5ShhWdmxUff38Q6zsTHCtuXY+Cjzebl9tl/7ob3U8nv0c6cKPrtoGc46kxCPsuOvTUO/+NpTdYvfqu6l7x/f+ntZHPD0v9vQXz4Hn+XqXybPstcoXhNoq/8FO391y1RM98v9+P2ixfidrWvw/5q9pvJWvyDtWvgpxpu+k5fCesq5sMfD/NjbMl7fd/gk6X/+UoyXuzwZ+CI02VYfD3c/EvlsOVR/tVbzCmLOWhxNa04fcPfG4t0o+r5OF/R8i3TvDiaGDj+lh7wk9jf1l/1xt+VNjCytZf7tPlkeXURY11f9/Y3Hv4rrF8L+q9XCB0CkviwQcy0eOT+X9/BbVfRUV9+FYwt7mlWvScR3g6s+mmrruf2db424NqosFXmIFlxre5uYdK8PVDu8tq2qxtlgRH2vL6/hby4drWnrFDb/h8M9Q48sRNcxwH/+HdvXsmZL/cINSQ+ofLzJqUdf/jcc26u9XW52u376oRfnZD6TirFxvvD9SdsniIkTH1fmbW5OVa/0bhfbIMU/l/vwQUTRmM/vnLpPi2YzwJNyEJWNgW1Q9ZO+xzHoP3f6Qr7mz4abD/MrXfeZHG/Rckv/eNyWmrW93ZhvS+xnCtY687VR8oUuX4Yc6vxtpSN5kMKPnx+XjOrb0w9SSOlDWYusgTdl/1wYZ61k37Kdw3J9/xutTbxvu+fD7hD06FZ36KiGSK+OxXuo3WX4jnJqrVn+HfFA4uWm3nW6bS+V3xtN/L/kx/N+t7E6wd5zB7/42H/o2ahZO33yjHpayncVApXQ2ufVyTmJ/KUJ9K9PBn4XJm6cjyPqWigJvcsVP71w7ly8qpqG1txMwgkVdcbC0qdfYIMRYFkj9aLs5jvUTuB5oa5+qMCv/P7nyNY342+7jeZ2e7toZdbxbY0nuWQP5CJXtcgWl8byR5rzccVMLuKrKLqZ7Qt4oZc9kqvje2Ho+9fG/fi84T8be+Q0vw/Gy3k3uGPbxX7vhJ02pmm9Wfm/hDR75f18bRrhhkwtvnllNEN3jee7vD05XI2XxyqOTjL/3h/pF7/Uf+T3cV6vJPc41aCe/suk0KXvjcmPYRCvUtwF/daR3PJ+TPrIEWxpVZUJuX7NyJ40H2XL/fQ3Wk+WyVZ9+6nvFY9dDRyWP/l+r6CebNZMTl/3xuPszSrSe2RD7xZK2eoUz1G/68V4pNGgm3m7cOPC5ECej/BhNn8n7fOv/8K7arZiemD4aSZ/5f32wVb1flt20Xy/BFU15EzL8GHVbqfLOrrhpI3/jZMufMba586u2pPf5ff8bLgzjm1ly923a3r+HO3civ3G/Nr5iMrtP1C9N5UlaVr1AJrUzIVqav1sEuhlX38Tem96SqxDYMy/14rJhWfL8v36Q3q+fKw7URLV3vmCxgQt+teSaPBaBVS/T+N9S92yf2su1PntRTO+G3F/4fpyo6OWV3ufr9CTwZfjSfhxKL/G32j7NkhFZU73d0R9hWhYh+bY+6vCHMX0r5fv8PyfUbFZWWaWB9xrxUAdCMw8wfUI7a//DuH6nRUV5+nucpu93Hb8T3rtfjcyYfzl2WTzzVsIkfoSepceOjZQv2yjZBRfD+5jc2GSP82jNTXUzXbY9PdX+NqzKXLhdWdzD/2P09Wq0D1Fl0NpvXT+N6mut3j78vptrxYQ1Zjkoki1UAzOCcvrrgg1KzNSX70yjflkizrfG076TVVfqn7/w5tCSR+X/vLF03y/b+F9KN0K6fBR8ok1BF55b8OyRXJY1WT6uJPdvoR7akljNGUDgyDMv7ufc2X0quw9tVwvobxGp0zpb1brrS3rpnf6bor3G9ufojo2RLXbHOiePidz0fdt/GzFoJdHZ5a4v71obTbukGR7833k8cemw1qRV8blomfL/Fy+uMsT1IbwEZol/31Y3DTx+T6TE6De7TnWypXtG7A2y945xlnjpQsn3b6BDevZ52gz9QEX4IL3PqT3khVxrYbRcb/8P2jbKynkxK2rnE4kX01+Muh3QaLfw8zT8bc/V0Wd+s57Uni9U9TxtazvOmiH6eb4ezaRstfrO7JSKZwUVG/D3ErrdP2D+FO5ueXkjum2W/5fh/UfVn5c1e0N74Vxeu7jnv4IJR8n9yyS1K3hFXe3jhYUdKfDuyraF+yfwtWporUqsshjWqK2Wn5fvrG9yezdc0cQzC7JEabeVMJFnuHKmkbdtdp5yjS/hftj1Tsz9zHfNV6y5afftgl7D1amqyWozrzvcEz3Ytsl/ieLLoCjpO+pAX3qqq6L/CSmgWyQhKShlqyt275cbMgkrUZq8zrB9zNemkV1Z21AHLekgrlW+Hc2HqbUg+LrvyaSTlbFRlgzFz/Eg/hi5NxvKaRMX+0PF38KXV+XMkjb4625xGX19wpPussXZVbjbIeyGlb44tz8LeM4r5v+CjLgi9Xew/IcSvwacu3N/XWCCXhZ84X+ssM2SbjD9ZPmk4zgmH6V1L37D5aVQhC92rCML7nrGZeE1kUA/4xbnrX4mi0/trqTbh7wDRdYaJKwX2sd7/L9rTjc3Hls2N7M8n9yexfXLJH3nslxy/X4envf6KWrlV6SzSL3jmImveLewTXxs+G8l8nxNuUm9qrgmXCbOW4zKf95hhbTfh3xqSrrftnJt+C5JElA/y/XeNiOfq93tS2mh9hH/ch5f7h+4Au7wA4Mv3+H8p+oxutdn/0q+Wb9Rt67mjFvytlRB+NZQBFR59ExreJlWRp3XwQTY0ks8kbZUhiLajcoUyIpICNurX5U1jw/jefDZk+w2DIp3q7zInf4C7EL/4XdOMEF07s4M2/wT5Gn3497tcmNifIz8GnxqK6NaR6tPMTSOkjw7xFWZX/4dqF8OLrM/mauw/k6zrRZS/V9DeEV0W1bJe2pePcznJlRjo5ObDOiUorl4YjX63/fG07+rvXrNomsvrxppZynQ3zcFdnJVvpf/sP6mjz2zYZlMfmcqUKP4BurgaHtjwUd9fwvVM0mxDTyd5Me7mHzr8edPxsyTSZ1S1vvs+Q376lxpUrmtL+gRKcsN/zxCrgj02U+Gy+Nocm4e5fXGl3JN5qkbM7f/wxCjQzbxsy2pFyq+HuVP5f18PbqhwqN7d2vCCPQo//4NfD02v9Xy5zbzX68OzYqRcVZNG6h8oHWh1o1inmrkcRvna8X/8bZF/isOyRN6bpZ9P4/0lhaICTTSwEfk45/8bN5YgztgvTvPhpTe3N2fF/xXvsbRloT+F9YUfUfn3HqzCFUzPQrl/9ML+E8/Lz7tfD75RAf/wrq0sL1zLxBrqGEdBb5oo3f42l3O2GXPxPqX3JkRJZ/nBj7G2U0VTRpi4es09Cvw9iXx7w5tC8zr18OMpgmCR9ZU13cgq2/jfVQ3URtmw/mdvSNtnVw8I/UrPrqpHSr0ObIUv+tDa3G3m43Vyt9YyrtktulBTjZH/f2CC9Thf2aI1ILbJB6d6fax7UZw8XOX2RBxFWUt8la0Nvlk2S+M6N92b5VMx3MrVB///BZuHfCjV3N442X37UbttMjuXz9Zisu97wpbPYC+6neY+5pl5l+6dQ/d/ifG6u+5dxBr+OeTKewSaWark+Fyzd6SxkcqjlSDdk2Foek50MVs+FpjKsy9o2ZLX1D0SKI02+lsLqEaCl/+wpdksjSSJHaK1XViwjtjfsx/waeCPu+GX7/DxXdbpUw77bjKWBF7lR/fccfmkHMYGUl/69cbSZr25ve3BVXPM+k/iu55fTxs5P+X+/G5zPPj9lVRGp4n2O2ZcomSsSk8ueNHLZh2aaXPqZn2P/6Jf1vGyPXr5fjawqY/RvM3bJ6wxfCWtDZ+5AkmbMqwTzP/PjZ+r8dK1NJZ24bj1Nye6k6QkXZj3w2C3sDtE3Er6wQSKFSbuF9hrglvMV9RVuXVyi0aX9hIN3+yGPh0F3aPw9RKTEFaaxXmgpzU85ptg1PK7bMtDZRqnPxudkrjZkFf8R5uvV0senp9mY1O3/43hPpvrV2Das9nbC5sZ9ZGYJ2FvwjwRXnDZFePXNn+N1G95vJHEZlLjh2mj5NNpdv84QuMVLH+AQxoZ4TH/BZmjGMVru/fl1ay/7428mVSXYUe80U3zdSC7Rac2Ebl/DWQPLt/l+5NRtwbNEQ6oxE4Q/1DeWcPC1Xb7uM7AJTCgzgXvDYqH28pV97ynL9bqHYMevirIRd8r86UDKdDFPJAgjG278bl6W+OMq/l7hDsLtHyBMpahWgWq+EPkATucpJ631nVqCvL/7jbulMaeR8Jdkazpn3usK/16hmeuPHbgj3fLUJecr8bLSpYtII6Oafo3N2j98SRKw0VM1BbXXmliZF8zP3n7l/+hubRmtYr4s1jX9Gyc6kZddf+GK80O4upLYnrlmv8LT+7YeKZxe4BA/fS/An/tv8GfhfzwNJTgsiUwgt4R6SG0kKoGOu8PSb59EnCazIy5jdVYrRp7CQuFW4V5UE0ycmpRNbo5f1pxsfpGcxTe3whUkPVe0oXAtNfte6zM9whflVutncmi1DkmF5raxsVpVEu/l7x7s0ujPNBD6zk8GPGzdla1JdBqlzoLfh6yOX/vG5Q1fWEuTqsmWfX2tXm4iejx72plT/luSOWJ1/G0x5f9QvNuSFvA1S6HfGn8eec5WUtrgh6m0ub2UeHXHnk0u3fVje54Otk1ixM1dKV1ROt8G67Pk4YJPLczu/naSKmy2z1b70FPhezD7AbVkTZO37we6OD7K4ozd4PmD9tJ1W+NvnLw36Qzuwfu8lgTPQUkf7VOd8GXMvbBTagHdxuoIiCL715JFFL/1jZio94fWOTeQq1DPW5vLItx33RF+YGLw2Gniva9A2hh+Xvu/cbxFtKyzeauivRnua8mQopiusVEO6282YbWIweFfwQWhPJMV11PNzZ44L4SJMxZyay37QL429CK1RIw48JpEpsb2t7oamux5+4BNXGQj1vWw9jzCPSxEem0rZX5dC9VG13MjrToZ2/HqRuOpjxc3l5IUqhupCY/2Wge0Ci7cvr3jYY8gdP76Vn9VTVOK+Wnc952bXs3+C+lJtz//ceqV6PDS2P8MQlc9k5q0DIqr6E6qwBbWwRC6y6LHK1YtvuNxOm6nu8CyyMNXGd404Npbq1TCekYp6FZqbStz429neUlNiDHbeRd5MgkzyyTGVaCbheWqWg8ReKPPfDu6nuahomUytZMf8hwvvNqatJ60z3POT+Nj0S/3WdtPwj43EU+SU8gxtpVkbfPGe9aLrxYhldmysEv3u3Ir11DQpX3Bn4J+K4IrtZXDZWpxN+H+BR7qkmPIUa996nChH4yYL/4djHmbvzxu/3fra//xsny7fE+fVq+7QrLaCmJ6G/3yc18J+T4e83Ph2Ev9XFfaXHqD6KzIY0V502/y/743y6T2e9n10ZaiUWqp9o2HP/5Z5d/gn3LahvrYo2sPxu+1M/XebNsN0Vp3Hk5Ml0fgg5vV3JGp/5f8VbV6fw7bu3CK0rOR+Vmz4gLtRBydXPpm0Kv+CCrSmi7ILfdqPUFI6mheiot31nG14mfh/xDi5qYJO+g08/8LV83RbXcLoJNyCIu9sJf/oFHlwN/ntzpix343ytG16sNd6R9kVliPyQLT29kJeWj1TDq5ihqxNmz2XX2N2yM5KotsyX1FuWnX+ab4PgtccGqrnsXDLNNHzImP/r43j/3WbTeLfEXFecp20sMWriGcijWOaJmu7uLDluUDftw9f0NyixOKpl92N0H1nV60+4CB3EyQZJ8gX6MOs9hE79LMP6X93JG0epd6pketZzdpt1B1Z41OVKd/dCJ2DPw9W1+dbzFZS7+N8rXKbjy4yP4SLuttnSuAxFv8yVxY5vVet83P+Fp/f4QXf/Td/QKz/nuba3GDRd0NqVlLVw6Ud/hV8N4OPvyeET27+hI+zmL60RWR65nfb/x3zRohbO86wuNl/7xsrCu7jMbw7dZeZ5EGffJq0QdXd/jwfZ2i0L/G1p8y1kvRqhvST44FsK8N8SijchbnCbQoBFqbtLd/wx9p0I99X/1i3d74IKxduQR9aSXZY2DR7nfVfPX6WFJ8Mg8CTytsgPv9+4al/vxvENDW/Ds0z+yGQmpp4HeuMvkysdJIO9udUOO7YItlrJxsOHkKpd4h9yRqupZGY8K+W5C0rb0YI30kihR/r7D8uGeof8DKcL6Na2q6n0OdxgvrapNblaS8zvLJJx/C9w37c+E1PG8boEbXPj9rIcKRzV+NpvVc8o5UQf967F935SSX+mUeyihf8bI9Ytx/0yqx+7bF7EvuL1AC/Xj2SFym45l05fv8bNEjy+zRdsWfJ0mQ7nmkW4+TsOX8mCrWVZb/DuIS5eyUs78rJhDXlzXk2jS6Fk6H/2UtXbzTuU+H7ZsPXDvPLaGsE+oUm+fS2jJxfQM6okuuX1/G5bLjGHRlpbMr9K9pNOMh8k2VxqayHoxV/L91WN1ZcxON+u0LainqrVVxMlb+thLiJZpkTs1Tqur8edVAqKBOTL9UqjYZHlnj3/AJXuseeR7VPXc81vbd3g9gi2Og+9J9qL40VeV/jfn7vIak1JT7LXbgw3WwXEpAun0LrMJ80ELR5jRP4eq6DJZWG845WbToi0TRUjcGNZoVf+X1d1G13Uhzju9t3I87CAY4N/OZ69I15Zm0V/DeOZ4mye4dIbR742GNhaXl1JMyXLtBZ3cK45RbKdvJvzfr9lah64NPC+bYTdQ4661wahZmGHWwgT7UvaGEuatFtL9+42/oHv2ypLyJBhVteM+w9vIoviPWZGkeSMhX/Xxie+X43EXWrZrFqJW7op3YTtZRqZBbi1CVfLqEo//G5Pjfv/6GSGRcQ/bxbOJ1fahVXsk2qvhXLjvwmWl9wi1ItZEZuX3//4e+PrNuYO2lJ4kFwpQ4e7n/wxkt8ZX2oP6xP8gXr8bV91F7kSaMVOW7N3GaT+GRHvVx/4bSNrfD1z8FUucl0aMZXrj3O4uU+HXECfY/qNznbyvxuLL8ZnU2ksblzk15VYcX/TQf8YioH2O0hK/4Yhh0fhzsdfzh1idKZf/sEG5ximjs/7rNrWwc2mCzhhMGowhLj6/G39c7mjN12aPVj3p8tCpecYHqRCrVbbDqVJ8dCId07Ph/Q1qHG44T0rWdBjfsn//xvSDryYJn8Mv78Z1vkRvZ+CPeX+N0qPXp5+DurRp0xqtcm0+HB0vU7SMPDCG4nr2TeNDqBK+l/fxtAyhR4xvvuW493s7zzmrqVX4Ejc+1vf0GGM9/DulauWXR5I4IyVmTjLx5bRNf/h7k9JdTzbq8SS33d/8O9Llsx49iWstt/pGeuX+GZ5bNNTN9n0mFMGnhydPddtc7zfCGXj0v9U2HqvK+GR67Qe+xlMavDtKN/6/Nrfd52tt1/xtB6+87uj2svX3uHyopozP0Prd+MQqkXlXluusPUqjE+ns1LUDL9+En4eXUoEv4UulV8JkjsO71jfBff/BButucP+LmMPlRz5K1IV9aVkd8v++CDScfUsB5V9UU6eODBxfOpuN2Y2yTzg/hfw3GXpfXke7RdT+/4e7ttljV5y5Ks/KPKuGDyyfxtXJvHlsyXh9cEu+OdV1hkz8MrmDiP8bdtrPu5v0r5sGqT0ld8R2lcMzYil4ukz+NnZm4brclazWux3GR/azphLglbhYgXbqdfu4V+FJ+Rjw3tWN00Kt4z47iu3bYvsvsn42c5ZFup/K0Ga3tZ7WL0J1flrGhtvP1sthbs4P69RsxLLoItUw1JPZf1J3JWrf4UPTzkC3LEoKX1eOaG5Hi6jvu+Nz93Yl31XTeK4oSKi7Nx/mXeH2X8bJkdaxR9IZqu1grzR5LudNanTTzlr35xMciixvh/Sy2Mq2LZUss6c6r6+fhuWt+/SaXE5fX8bP43i+91y/KPTfnHaXbQYdcNeqv4YvWdqmHcjOVX+fCVOTXwYa05Ky6pjZuzTQxTTLT8/xsjBOHN0MWsUcrfj+2a712axM/ueGb/gcof8LSqPOeqN6+oufBn4cIb6cbeEnl//Glj/i7ep+9BaLGVi6iv6MxntStJeq6SWFX8bJ77+5vCwy6Wtq0J3ay9srk901WuFPhS22c5bMblr8rTkzKkyL8KVit49Zw95Kbts4R+N+WLli4o6DukuY/v53WmmGsK1/l/3UbNvvnzPoYHluZfiFxaP4+GeNhRx7427ZfysY3Pd7VQ95SvgoCL/+Q3fuy56UpqkKu8bz+vbuJ01aZL5r+6GQEm5xz6bhNlaC3vL9+o27UJsho7YsEY95q3K5+a7jY/LYdBjeP42m+qSZ4bjym6aNZJoaARR0wQfmbh86Vb31P/h3Wu65UYud98wkdpE9waSyFZ7XlJoN+Cuo51nMaytE8MXPbrz5+NmG56TTWMq/yQ2t7BRteNGj47f8PXfn2HqsavVumYtw3y85YPffBBdpIaUrgQuk5o9S2rVu3XPuzFteVSoerksXxuXQZL3D8c9um8RcO3ySlSwY0zq1UuTfYNI4sVLcP4YtjNG/aHU87hhR6d+oNyaGy0T1/G8S+PLlw3qjqL2WyP63FJQ/naHc9U3mo7N5+F+MrW+3yqnH9ouMC2YGWjXxt4mjykIS9+oZJHXG/0/dn+b4/gjhPtL5RQZ+F/LZE2ZHmQpmN5WGel/xuMYfdp4pdul6b9xzrOiDmi5OGn6jpI/hi7uF/OH5ZCXXvnmB/ZrvGPb4DGKMmJGr+rYijJfv8OzZZMje9TT5xQksjT5bi9/+NjuG5tdU6U7SN8Oj2Si0SZs+Nd8bk18zE01NsXVROhQv59yBeX1fxuhq6F7WayfJt9UnsyLjTo8M3kvKwnv/jdJxW2L8J/M9pLSbAm/jidrQqCLqXl//jblitmUWi8Zq3h/I78+vNp00vA0G6y++uNnyrnHDbqkk92pU/xmQwxbL4V8QfKjtu7O3aGmTn4cS39HR67wQVmPhweWTbctkq5C8Tb2bJoVNI9hC8e5f1rG+IuPV4pJNlb35NSbk2OcwbYFf/DuEbpIeJndkurWT7KYxLPSNVLBF4zOY00/Vy+v4dqm4bKSN1S7Lblz/mD0iEprcRaJURdYFPh33Glc38/lKF4w3G5FvTS5hsF/4d58P2ZS7nbar3UqwXh7Szlt6ZROJfGzSNc92fZydzx7WOW25S4fcDfy+9+Hq6p+5dCOqa+RtGGUfHWTgEmDDAkypqYkezK+X/fGzYM2K5rSuXGxU3NoTwbqi4opZNPpAPdQ1a1y+69jdbm1LWm66SyF8VnyzqlMhrAW9D/0Gb/m1Dbnn4M/DXEm+H8Em7l5ffVQ9vO90PKqSnvPnCENRGn//x11uerhXhtk/L/vgqzQrhB18cZfDL/Xh2bm6k6y88WhVodxkX5nVAn3SdBeXtv8Ptk1DP+HqV+fGCvTh7IPvC1eL8XSw87rXKIxzP4Vlz0k9Ucf8Jd9bb//CtrVM+rGvw5LBTwnH/DvIrz3j/v+irz7Mn/BLTjR3WOVXB+EyVSTPP/BdWb4Sa0vhr8PZstujXGFGwFtX8VVfv8v+uFfbm6r8RzbrLXzBQs2b8KlulaX6GUnD//hWrRugjm91+jv1zZu5tOEpwb8NZpS/Aq7Q8rZ4cV/vXCs2o5dtGwP7ZIqnTOmns//4eqOuM7w5k13OW8P58DHbJv8K8uvU7zl50RfV3kKWq/4Z2bt6sk5Iw/IQ39O9Ev2uR5r+COH3v5QHjAAACcNQZrgL8B6eGQ9qF/bhTOqmZaPO68L90kkVtv4fsb+GMk0s+xpWbE7+5Aq0S+CvjPfLkmtuPKw+CDy5eOWWuVnBA/KhyUsZxd14a5rJsHhMNZ+G+T4bn4W1dSfw7mE3O63xvCOuvNg7uLezRtc4Iz14cbTuZeX/vBB5emfX1jGVri+G+f/gr4l72bK3rBl/dcKcueIaPzrW8b8N1S8b7tyb3DndV/DbmuHPgg6pmpWe3LCbwsPZqXI7YaSeu9cP8IF4fZuzqWZOlv3pH//D/Ldm83uOK/dzj+/D7sIrNrXBB3fUuNE1B+vGfnflOy+7qmHJ5Z9X2zuchSYQDTsL5fL7UF2xd4514ciay/643TbtrGFrIu9Tn4rKe5TdH0V3HXqNKaI3k2EzNQYzNnT97SK8LOC1icNCXht3ZoXTGeNjnIzHtHvjZ/W5skfXs5ddmi+067+hBiVOt74zTRNM97zcP/G4379dojiCtrcjpO8PVNbmnCwINiMV9X8daGc1Ds6Lxr43VS0DajlH0K6v7blVVc+1CU9Tl0oF2Nx4fMpQ9ELv8bVPWv6tR3J4Nz3j6XzjhVdX2G3Viwn+R6vgghq7GJ8/7WpR75OXsTGYv/ggzcPfKlL9ngxS+GW5pPYw82rwsEOmEaoDHwb9BT43s7uWtcCNtdtdM1v8HPMN7jeFiJrQaVYlfG41mGe5+twse1K3dYY243nB3Ms6BGvN/l/W6GxvyerSzK/W6lZurC2m3YoKtpAK0Jt82CulVt4YnVM94Qtb3GxnG/ch+8V03TPkzGMB+630FDVeOh3u96H42tKW3IA6Yhd+vjeeyPcHoEPVxX2owCTu6mnVV8EF6K1LqRpEj1rDM29d2JxFJpY6AXxtwnc9yfzP91snrK8J5HjznrGug7kSa82qBj3Dlcv31jfUi7bXtpMs3BHRyM2L0Pk3BktQIrWZzEryQ0Qlcku7QsU+Ns229WrhAvzO/KyS6xzu5EijBr0d8tuI/wmCJaZK6cv1+NrsTzDJX6dvC24jrstk2LS7KM9xdp0sVyNJ3u4o0d63xu98yYoaXPNfi/rJibYCpyH5OXGV/Q0zomEDx1urhy+/43dS0dT+/UNqmBJ+vb9G/sqcBKu+JhbM/Bpwaee7Vui3fy/+oKt73mxtJG9tl8v8Fe7eb90nervwp3tVl19b3YX9jY958EPlqrai3nKvix++C7IJgqsYBA+8Sb2wcM9GjD/VKw2VthL/6jYX2In9V+9zbxhQaB+pMo6owfBSiBTcz7BJXLVqV3hIPNnL+9Y2FyaFVepq77afyyhvWlnGH1Q3r+k4gQfFubSt9SnyfGzMRMyyZ7mdz5a5omVA+008xHcf1Cf/43y6H+VskN9dTFO4Sc7QuGEokEPpufQspcdhDhKX71sb1eETz3deU8ZPiO/xS3+przNpX8brV2t3RFpqOLJm/0OcLkT6ypH2t/TFoZyQ/jaBWpXqnqwzS7H1PhG3Z5G1HrbfMs4eiVx3vESnkc5Cks7ETFL7+42L1SrU5ZNS1OtaNQgtRypEj9hXotVjM6vgqH2cf+NxruHfVkx7hSUavM2twd39qPu3pdLzXpOO0OfC0xW1V2z4neUdhZaE8dy07lvDnw9Ctk1+K7hWL8nOtNyf8VM7n0dC/+No/VttK1lT8vb8bXP8qwDpEkuuwnXgQf7GWpw//jb0atW/KyeFhro5nCZPtP7cMWlckm0dIGpf61G28vxuu98I0tIw5yVP9eBfPZf8P3O6kE9cqu6GNe/SHnGd5B/10SHbtRpLy8Gq6zTLkxkyPwpak3ett261/PwtumPriew8v1l/9wS6tdte/Cm7V+qebi3d9ZZf9PG92l1w32bX80oxYF081YKehfXWHJrJH0DsrGmWjfvbgKbfkS+lkg8vU3ItwppavQ58brnJqpbqL34ZrL4+/+9ddwU/gt565xYX4JbclbvU6uy+tvgg59H8s0XGl39vKEv5vSNf+C6XY782a/CvPHWTcsO/fS13/BVkVt198nH8BjV8L8i+FsvyLPkmVHff/8KSJ1cuEz5szby39jZZKyAQ9dCN3CpmKVFl1Grjk6nTdcYvJCTTsQXtOWItvsw4k5ebUKL89iX/rG35njNKXuX3c6TbQ6wWdXKob2hwLmX6/Dt9vv83ieGiStuuCe6baXyl0UTlfw9e/V5B/KwrJvueSCYtS8LNqn/xvz5envhJeaXhpq/8ty7evNIguEkkT6lVgtsHsI8KgGIrZqX+Nv66RhIe69WlW5D8aZ4bvtJJBVY1RGxEzwi3e39hwGnhzLtteGG/f8KTtsK4zl5G6ytsFi1vXVPQYzgjr1G9pZt4PfBRdJvLXSdQQrWRhAacJTzNuHtTdL4IMOlaTdKtLHVDeleqvmBDudhxF+zDSXOWBn7n+Hc5MSdd7edbnnGM4OnOklBKpq/pccv/bjbA9SZLVFlOkHkZerq3p6kZVj7cgX9szDHfG/Wcjefj3PLtxscnlT9MMNFP4dvZmjhummpvAFfSNIo130o2Err8Zlxm2WduW4/lnzkGyXNUoWHDsr0Ul3xubJaUnrXfOqr+Th/S+Nk1+svzfusGrlKBJ/FtG/4U3RNPt3Q3JJ8K3a343k4rU+F1QqD1T/9pKUJH0Bp4ZaLO3G3Y4og6fxvfczrvdpSL8xs+N/QSL9AUf/G5M5hBvl8PPYfo3E0a5O1FoInX/G41EK1xE0uQlnlFGWzfHuKnCD7oDas2fdlsmkaQbRPf8OylnY+WEW+l76/m0i5Np69E5Tiywz81PhjPpcZDNruZ1Som6strIahsEvr9Agu1Nz9a1GUxx9Ye+ZKZE0cRV60v/WNoqnHu7bVUxur/u2HZPP/4dp3mqy/w2uH102kTUducr//Br42ozf9NparjSofzUrMqskvrUyEiAsoy9sRS+73jcretXpuOUlx5T7F7PQPPJpejFKiiW3n435YRUO84ytap5jf9G3N4srF98O1dUmjqsqdv83OL/FQU4aK/GSbd6yR6T5WH/je4b0naixqLG8okFA8r9CNHNDTulaJVuHEbvKP+HcW33P07YmwqfuHDA95+NrazRuH5NxX3bbHVS2+0Xie7+N5Ym2Zd7Wb/tjWZwQzcPbEedv+Hq6p0Uy4bIPUy/LV5tcDek7/8bxumQtpjdWTvFb/M9pqHlBJpsKWmtlL++oe05is+vI6rpX/f5D8nmH8bjscu3xPqbSR2fl2P+w1OSCd9Dws6Jsf+NsmxucJ7NGlyuCFXSOucJT+2FhXe/+HrVy4Quj4pZE7Z3e6DqwpUcnzC6wEurqdL9/QINbUO+P+z821wm//EG+W+TTpDhkiSxNZkR5X/+N5vdB+3+aNUWaRv5o62m+26iLa+/LKX+3wxSStXtD9ZzZp+N/+G41JNLt4IPaGg35f9cFWbJMaiDVHf3fqDTw54VeyzhDDq0UpaS/943Cig6cecxr1lk44a78zFyEgalsaO6jH/w9yxDLpeGn63q8aHqm+bfvi9WkpFKIZZHDlr4ILd5ueatfePsmjb+Yb2OMGwn1Sxe9Cmpt4M+Ns3LbGr05b9tdtgMtrVxJ7NvWaBvx+80Qal/4el5TMKyfYTP+/hl2fl5BobvzPVNpcDEZhdmMiZWpHxuQq3EHvvPh9ZJKsKtSHJS/1GtowXYdY8oPDeI4q+htl4/XuiMqN8WbcRMtd7sARtcc6re2+ZtfpxdJf0Ul1L6942dztR9DW52XzJ6awMqPfkb8/Bfodu3vu8yVar+Nl7k+JYkDqh8y59ssvdgPPbbTr93nh2i4T/+Nzg3GrVGbX1vKyqjugu4owCdzSVh3T7xwhcy38bs7TZJHeOVul58FWzxCD86XMk05OcpqT9BCMJXc2oDk4NfGzVSPeuUeqfCe3S8sGzORqc2FdR83+X/3G8jNXGvTFVkN9/lzzaFWtdITMMw9e1F+NpEmNSHauouv3NI+B+P8eqV6EqqOLHXnwjejc025GQ1mHps6r+Nza821u7W23GWHvVETeWWuL/7igYlvka9eX3+xtdne0yN88o2ezqg3JYbqXro4ak3HLWlvRsctf8bG6LmWo8t0istxRIXt8cswzu/Ifbasi0B/DuXT6uls834T0uQXEqV2lyCgJ3h3itLbB743e87UH8NcvZLM3V9Gyb2UHqqjB5hMvr7je4zlJmm6NwtJ12RD5M3IMoscs6x0h+peDTwv1jMMn3ei5fbkj5L/gheHxfw/7cLyFcpz9bKCiaFwk8KtzzZUVtEnPC3xs2SEIl6R5Xh+O93GrLvO/bVkbZ60mtCUd/G+rjSyr/mOOk/rekcWjMPVHNu5h9LdOIW4dn7Mf310PE/ZfuqsblRvW6nzpCKr4z7++tO2oml0F1XI793aNWS/e+Nk191Nmt/dy6duupGwvV18nhsS6/xqp6OTd/xvdjOmv4Qh/L5vW4ZUYjW+dYwzO1//42rev5IEdx5cnzPgd8fq3kNxasbOFbxxHuHIfV8O6uFHRmS6batinPzdZsDDW2lzn/43mR0iGPddT22RuGX+p+bmuATcBNtdL3VBDsX7OiY/4f3t0zF53G0/6Qby11NLq3zkNpM9icv9+Nh/Lp273XF+L7bsqdS5Szs/hyTdsjc1JQe6+lG06Tm4TUhw5cZKyg6KMnJj8bphv5nQXDJCG7+gJn6u7lzsV6gkH6wdLm/EofG5Vn7Kb2+XuTu3nNuRJTFqPdcF+Z37lij9a42p/mQtEvWWT5dqXG5Pda+oy75RrUqHNwuwSQYuX9fG6qv1VmIOXniO4vVz/1mm10//8bIGqOq3rqbIhfdW5ddJLh33QVMylTOS/XtDeE7LnTpfMnU6vfAXkrFh4MpHyixZTFBgb8sSWLXuo3rk8HwRf774JfMjeqbJck4p5Xk41089qRJW/Aa//Nm371ZB+y+X/fG29rg1lbV97/vU4GV4uN/HOQ3I/vu/UbjKotsLNj0T5NBtVNzfjcIOP1W2+E74EccycsQPsUV7R+EMLY/lF99LVYM/DUaP0FD8vw7pLz8bszZZcaq4eP0xOujzw3jU1HSrwkRHozYb5jh+TR8bKlUKdt8xJ2W/amsk/JVWk4bc4RRLiPDsuMFu1zxTZKgopf1Vxu7V9+RrCR/ib6k8bhfMP3pVK7znxsdle5XB2kN7dkbuqlaLi2SjKdDN/x9+mlBuj7mX/XG2e80E1JeIYLvO6SY5/mQKevh1sRTblPVrAHs/T3SldY3QlI6il2Ru7ukGk7v6Haf3RFVmvb8v1+NnipqP0dvauEP1YspvJdq7pKPc4wYrttm49sVQblg/xtflt521ZBpnLcw6HiNvh1/g2LvdHwpDcdCeWrl/9RtLGz92q1qU2FZ5aHVHuImvhj+uvsxsooIF4mZiRU8U0SGHjrZX6GjPL/rjZ9hS59D35Qz1xavit0q0lNE2ULG69wWXoFQsq8Yn0vjdp1ysUi4iJHA79+TT49b/Cp7MUpP4av2j8/v429265vKZLsaOGm2K4vtND/Xdvw7DqXIwv8bUH3kw+P3zqVfPN1nqNEz++rG36+Qk0Z72uHDsi20HfViPoEmvH6IAR3Q5pEl0vfxtaq+vdDN0uUrlpFM4mtsyAzqgS7pmpn6h2ABpDlZgz/BBhkkiy7bh18I9rTHH/l52atRUb//l9yfDvuyC3vG2L/8kaGZU3xnnfRG7326+oV0ovP9z7Xl//y/fVDaq9TJoM3KgllN5Zmi3Pn4EP8as3CvglN+743uZg+tf7rJcp5svP8J2XpF9EYS8/upNyNbz9b9fy8pqYM/C/hv0vGqEDVY4nIx1H9+42OpjTNs4ia1bFXuHvr5wFyuXUd9vL6hrN8n0vIQf17LbrPjaP2zDVQj8aOtt2cpQyBp9oui/bxd0nU6hdtuTi+N4LOqaLc0jd5PZcbqhueT8cFPjAO5u65wdDl06LBT17jY8sq1MFbQtIsF2/pH/cjx5cEG9FQqh5e8etzN5f78bQU3onogzcLZl8Mx6NtQ3b3mV2hA34li09LtpzzTzDqX8PYfoaWTijx9i71pNDjILd765zl4e6j42iZLfixd9ezVdXZpjQrnMEGWlb9DVwJ05y1feHpf68bPtTaZeWVt2xnl+evW8uZf2iuiuWz/G1u8KmWX6ybQ8LVfd88dwzyR+ucyBMSXvSzGw1YhblvpW7jb6hK/USvtk+7xPOeTmhFn7FBbLavZG2p8uDKonbPUhX+Nvcc68X3c/fLUrnN+HKeqH6yrQvAP427nx720dsmda8DdNOa1dX3Fvki/zhYdIn8bJVfGZs6H37ZFA/lxDdIQO3HOrD249/jbYVGXL3q2kSVtz+1XUbI44AT+qVXLhcPDd6HtZf78bU08cWXNyX5yI3Q31J/vddhWItcIMUaW5b+N7sH0KdWnz6Nnd6pNXSu6ejD94lUR/xuTSo/CNmSFdxDLyo61kq75EsGhB/8Cf02rssOl3NMP8gI21PSNvrr9MEEcXO5LKbNVI7y+Df5EuBv//8bdTWfOFblqujb3m7ZBarqN+UO9DMG0kOF+Hu95LX5e7fHu2VTrg08Em5V69vxvHBOSpiS8ky93K6CinFak9H6pqfTJa/fqN2vQneZZVzfxmogewlYvzvdxA5B0K2objjv+iAYcWUHoTegtXlY3dMpOcObC+X7PXSK/LJkfWF+Zypc2yhcCP2aq1HPjbq2LxxE1xN+yMvNReJRqVtt5RptnY6j2/1U2tgEj2fl7jukovjZlS/7LMmv6kuGIxtTN9Yj//l05vkzD3GIsaco7g+FpXrRRyjcZW+qTLspKJMxtKj8/4IMBosfeWIzz+alHjHXID7zZi6BkLUhv01Le5ff7G9vP5qRw7dUEz/r0aJ0SOfeKzKlxZyTuMb7cbrDHuT4dxm4i4qeRasp15VJ1UbBHRilE2PYGj6GpLMh/ecWgt8O3ePmbayfGF12O+ee7uSv+Nj1BWkjb7N7mG3kzZkWfi1DsXoWIMqRbnINmXO2PXInh2VSSBp6z/G2R+TM/U2lFtvSJtWabudkdM5ansHzU4H/Gy8R77X+k05+fDHc7ShUgmwOLn2QESB0g3Ima+XhtDTPDbHd743k5+X8PR18t5WbwaYapVSc32DjP1pE7URtw2+tgp8b4ZZWvL9puuHakmGrRQ610Bn+X+vGzvtXiR+kaXvN5MCLnOu3NmrhJlRCsF9ywbWM4Scx/Gy4s8ZLeC5s0lrb7aUMjDnN1uJpT0tw4Ci2479+f1t7676raiWOky3BWtPG3xM+rG+/n+1LPbA8CZ5bIOPDRJjWq/I5oPEstOsmBE+N4Jas3ZG5haZPU1eL1pMdvqHqrgNdOmLSJevgR9yqurWz+Nn1XqTuWsGXHtSvnkFKi9ERnr0KvcDemAlVUvxJqZ6lhQA08NS9Tdrc1h/u/9b43lpES6bpjEEjR61NsXd1FlEc3tmh3bhB+1v2bG7lv+/9L/9jbrTsN4o/n+K7o/TIZL3n1BYm2k9Jw+276xscwxqbg/m4eqm7fj8puV26Z9zXw4WrkF+OxefvRkQ/G+9y6PVbMTgnahgh/soGN+im+2vCLNtPAWPJ8wh35358y1rfl+vcbXdN16VrYc7Fr9ut2NqponBDtkxi1tTwdLtrVy8Tz6oy+Nxm1cbo2cVrf7lbLuXxn9NL0f/ja71J7by/Nq6i0i/Xe+5/jInNnNvxsxfnDM6I1EG3lUqtjeMreXCS9TXy3ZkjX12VtQzL30tKpPN13Q2fpn5JRz4b9trh1U/8JupmZEdmtfsttEw8dSF8/7zGk3th8v/qNqetd5rL3a3Ezc+KF98xQur6paKTN04nBeX91sbvgse0WJrJUhjJr41itCxxsiNlia93CeS3Wrxdx/4e0amo9Ux2MJhBaV7pk7vD/j5dumNaPGr+N0wwq3lY1BHvI2fxBfYeuOmHPSTVIjo8H/w/K7Jrte3Ndktf92L0tcrJ8/G2n2X33bOiqdm4mNl1Jacx4OxoEuf43d4Yj9xqiymspe33L0+3PcH3vrU7+HcQymk+Vs3xnW8kQJdecF8443J05f3rBbV3T9yPl+Ns9pPbJij2hPPjK3Gp1Kb1NDOmwlP/+DC/PwtVWO8J8j4NPC+5kJbGqRkH3bmOP4Tse67xsSPJ9LlvLzOjOXw91qpffvlCSl0NtSp3TCV0tfw3Ifgs7D8dU0uVfEo/G0TE2bS2HNrw2docPNOrZ9G87sNbTTLcdqHsNiz7r4erKdxO61bOhPK+9zdwZM/f4f3pl28uUEHfMxupS20kNJuCRZ1fBBxhdanzH82OrVtgdMmTpL7Lg/8bWbhfVt2bPu6h/VHLlSoHSjr0Ev+8dl/9RvPKk1VMUvPcUquUlaof7FzarUL5uN33jZfj1Oxf0nadU2h77UHuXYM5EzjbhqX93xu3Jq7JZfeGw/HhdyhcsTV850uQF8bc3+pA63KpLeh4Vgv2SX/4JZNftp8sv3+FaF6ter+2aL47BnqeKI//h+/F3nbe5urPhuaiSz+Yl8F9Q16zRnrP5/KUGiZPauYi458bLc8xKOYM2mvN4rmWh+MIFCdR5Br4fzr88Ast2bKQ6hVZj1JRqQHxIEV9Qu/+HdI2cvwNyUi3aR6EJ3+59vLcv31h3EMGujcknRROqXdy5w8wLQEm/v9T/xssXRP7PxD3szqbX424UaOh+LhbtwMR/JVmGjXB6BHTs8roM/BPzIL8SaGL8bwro+kSNF3RiX7X7DTrHe0VPbWDHmHoIH1t27Pje5zs3VrdXl3b+PEstHhKX69wYXc6kGY1HfN/sibf+CWalKp9rll+tcbaOFpKRRqbFKpt4dYnVm5yhNqf+Gr9hCK+D/xu3LpzGrnWX7k78UtN9p/+HcbjPy8XW5Bf4fkq/xtaqvupnDfzotxwQ+pjT7tefjpMws0Ndh6GXKscNQ9gzcpv42m+tZdtsc4lxpnL/SvCJj45NuVodT+F/x/8P39zbseVVW3OnGefyjH+4fH8yLVBq7j+Hr5cI8FVaTdNMjdRSMNbl0/l9fxuwyOjuqI4HT+2RVL1a8VvAwPTBHv+QVq6GOzNf+C7v+fKsfjaW+fJmL/JK48MRVfy/v42TbzdK+VknjOLbhcMMK//xsYpmC5S1oebP8/0xHxRvQPcGvAg3VdcwfAS/t725T4eqiejs9q+k9bLNm39uQNGb+HdzPJdUv3ORIL4dSG0154xMsDdRj3lPgr7ljCNjyqTDPuUY/G707ZVVbmfW27hkvUsv/wQ3ys/EAZ+F95Wm67U0sBHeBMV42ovDMvz8bunxqNWZp/RjNux/HncdkgRbrf64z/c4wl0ctq2NoQWb8PTuefk8ZWtX5IgkeO4bn6COD8OOEv3rjY9YzB1uWRtXd83E8JK7flIfW1l6eCD3xUUOqF7pf38bD73z1Jo33mxr3ckqdMI9z3cq1DeFJfftxsiby4XU3dJdRdIvP1PClXGT4ff4k0u9qfxtzd+e9ur+7B+vkKcpAbj6A2qkecZDTsfG3udd7ye84V1Wbaf/G9Xy3h2mXnMkkT+39QtiP4J5rnbHXg/343mx+rJXZdvL082hdwOou6vDDdrTQdL/rQ2kTXy4trAq2u8jYeJ3L5hJDyD7Wb/CPSh0TmItpf/sbj1uPNlsp9gMKFFYX8VXeKBy5U//G9w/kyPlBnxNjUd6908bsSVeODp/4IO4VaXZRNiUiZh+GbPcziZH1L/6h/GVzX5O7hc2NmQEbsQAmG39v/G7uXMlN7SDNF75vl7h2//wQVKwZuptLsp2Jahf0O5x9MOX7zHz7/BXR7C18nqq3eKU/D+i/L5aD3PZ5wsqxVmVZrX4IKr5ovdyoJcyGTw3O0c+wPg08US9nL/4IChDjv7t4doM6Q6vxOP9xV8jhRg18bszfSadb3cpQ3zikmr1Wp18v/2NzHJN1qunqW7Hy9how9yvDE6R9q+Nk2s+av8mPZ0oVtSukFno3Pxj/wQbUNLh7oeuERwgnSm/Hcf/D1mM3svvaW4H+8ccRmV9PeuNiHSe7t2c22WIrkjd1jQ+imvcp6yKplEqXxutyOVtOsix5fH1i/HZ9yfw7SEqNdh61SSfk/mEMt8Jr2aG3f4ep+a2j/wVT1TlOOLjCzdPkVL4fvet9Mr73fl4VOFqpfr1D+u/Urmsn/C2rZvyhP4Xyoy96rrjnHWSeO/xuqEjHM+SXHr63tvL7KTINdndvxel2dsD7sLfG7hvpN9abl40/Ru4SXlVX0a2Eb9j8MJP3fX424b3g9aamc8XpbisIvdhVc/xvd0tbfuNUPj2vKST8Z9hmk/nW8O3v/8EE+NG1P4NDz++XXNXCV5URPxgUZopfq9xupWrtX5RN3lajkDvoay4mckmVDzBi1DWMkUZncv/hqV+X+mCbuhUdHffPcb0Bp4JNqGTQR342kft/duZjhescW5erzgo8f2PwKElkmvhvh3ytVVuc67PFu1YraPOBF6/uaT8c+NtXerV3U2ZO8H+ubc/G+R82wxkwzoM9RvfkGOHZNyC7ov/BZm2kYs+06Z4y2X+vG2qtGYL+61l01fOkHXwWikWmjf42/xD1iFEp94z9KT8HTW446yrY00C3j/xsQ8/MujNQX327Fcwu3hR9gkc72Npf8bzwuidtQmUqin2lqdl1IXog18/8eLIPxcPi+CCH6z3Pjy7atkzrUsiZIXDy2Hv+Nu3Lsl8vLyNRLVy5aPxZkoScWB//BfLy5ufVisb7w52uPMrWDx69RtE7eLvefmbufWnVoZkr5sidYMorD/CsrX1fZ+b+H9bUKbxyX/pRsmem+ie/emVBiX2sRIg5ucOC9mTx7Vivh/uSF8L43e08lTsk1LwrbZHyg4sOOO+fUC3RqJ/xu6vzck869W5tIDwS+O6fTD8tdoknW0+HYQdH7kL+6Vqx+r9Ztf/8GFc1TzNJ/K5IrLT/+CyaaW8+SI0bfDL/3l5JQZ+CeZm8aoa/n6/BBpfG1T1YvIi7uzYIRf5DDkv42xsWgcvJpdPl1kedu7NKcIm7vxL+tZEfGRBiyJfte//jbcivhvpXpQrxByWWHsn39ou3UHIlfxv7VaGHvcMqhn/G58dnumEe4ZWQVzjvxtLcmtiytw/Ud/I7W2/m08WXWVCYbBBufNoluW+N0msTc2QrTHiVKWGv1KkTIvku/GyNQPoJ/7XLqilxl5d36/IgSt/zTMyFPeX84P+HaeS4bo/P6XRDLjOl99YOrDLzi58cU/je0YY5wsojUH0nW+1ZAfOLPg4dWuX1voPVxiNy8jfvJ6hofso4Dsu5FjEb7VLh65Vt/G25pJE7pRd6Jw6obao0ahRUWIPeW1+eXw/ZKxPHbFFZYytnkib3KfYRFwS+I48vl7pjZWEtWCH1VplazkKprlT5Tnb7XqSHEZ/8bt7OautpL4Lavm9qk7uGerFWCZ72vXtJf68bHqTpKtT33lftPPV4sGsejtSwZ3pt/7QT3/w/tJyjbinG/9XWv+1PXhL4IOXYd97bRKhz0JalGKzv5f+3BBSdE0eQ9353s+K1M9C6yOKPQ1LX5f9cbN+83Cy0PjHV1LldjoMycfeUOFOy/X43Kczxu9vmzVP0bscYbwZDWj0IGnhchmXl9Svtf4RLg3S+1fjSn8WPVj60Upa3N8mopSoVUqRTRBbnYLUF8bQcG/K2FmXG7b9km7R1cJR/mzUD2dn8PX5as0jquzW4h9+nzTz8X38O4srYd9fZ9mTfUrcjX9yLjSsx0dRgb8GGPUrMjz/XwjeP6af3fNPqmkvffBBkzTCF0WueP59xosK94rRN//jaTp+fh/iZ9UzF1o9J8tFRXN/jAYTj6W/l8Kb3lsvEcjVxtVvm0fvFTfjeHqDuRXf8urLm2Z8epmGCCGN5w1JE2Oj+Nz5xPef4bP0yuLmPGF2SnG4yevh/Uu9niRbUm/J+z8It6/jYZmKyAfcV31anHxpr8Go8tKaNlhAw+7zmef8PyeJ+3ljUviceURhhc7+Nw72mRr6l/0Qfu0wIpT7uqZ/hnbmha+sbkWTLdU0iY5urq35bY/PmFpSMGMOSkenL/9DYc/RZ8pmw33Qz7qnjpvlKhDtJxqSTKtHw7y//Q27v15Ow+992PKsWF67Vyq+x6k5UORetJsOxSY39P/r3Nou8vv2Z20naBBu6m9q7JOl9G17jba9Z3bu2yh6pqMpARijPGGmw/8EGid1UvJ1U+k5drVKFOHD+us9cBA/6wm/wZ+HMMmTKwxd7dD/xsuPOu3VdXCWLavEfwRCX95cXUBDr+l8v1VpjayT632nE+fm2WZ35OZv/DtTavz4Ny7P8+e+B+xdPPf4IOr1PmO6QrLjYeXAYK//jd7o8p28PemRjJS3kwqWo7DU0knB8P3u/43LTxyrhx1H8nr6W5A11Z//G5pO5p9vrsKFDf5C7q3f2+WELREkVyz4TcLlxibsQt5Lvjb9qrIytB2fdv8o0bXS+DSSqY9Bp0ESu/MSr1G7tk9d2HFnUdLxcOPtm79k14szbvfG8T5OkTW6zn6jq+1LN/o4kwpVLDaXveDvh+/6nTVL3UeLjb2VuCP73BjfseMh1l/+xup+331rfaRg62Gerl6lp7x+IW2a8qP42EL5Z3uIFNXaiosfvfq8+Gz0N7B89RzSxfR4cx5p+GOXiHFdzbTL92pif4VxnzWat2O2NPT/T/L9+of9Qm2R+ZmFXvux3G7n/h23WRPW35spSqqpN+pd463BF5h+s/jbjWNdiMboYV1q8i9kjauiB260Hu7QCF4eLjmhVKi3umvv+N4+yHDKbJvrSK43ofy/GEFl2IlzArKKXaNPD167Fa42hZK2X4R2pFMyQ73to+lNuTUTcqvUtUsPmzTz3g08EmHM67fjZnufNZY3NDFBkvVsuQb1yav/DUm1bUXY2C3/h7zXLl2g9lv6WI67RJ+6IZ36wHfD1y6umJ9dqIUWPjuIXVnnUTBsA1q5+4GgS722dGxpfD3iCLIWyElv1omf5th2VVoiDm4/4JsmHznzb8bdPTLuxn3K35tzo4jhWX/8v6+Ho1ub1L1PknkvBB/NckuKX31cFvZ0eSPY/CxD6UvSnzzfQWu84tL9ttEQV5dJ58WVYrfU1JqH+lmn6G//L9bqGrVq+VPcdU/17Y2jdxfL6fuHZLvsybx9t/cz22M/8v1+HS1FsnbDNjfHmjpB835YoEy6cv+bhWE+5HFchx68RDy+L//G6Sd4fyLVLIfdPvYlY5PW2UycNO1/xsRkRlO9tHgtV3yls9tfSL9mai+3/hmasm1teyHJHov/3Cs8LtqeAT1Y2vILIcG7PWKQT/hXq5+HNhVP1Lfovo5Fe3/uHtLgoDxgAAF05BmwAvwHn4JA0O092y+v4KCUru3ufgg4vJr5X3FeYUzpGy9eN5YCeaY2u7jO7ZmYaNGhw5gJtXS0wu2wPS/v4IPHZJoUksraZTLa1pZrO34I5Pn/V5t3f4f5Yre6UfXb+HFuGBv4K+amf5paeX4X5TJNHqtrFup6qH+9m2mY+GNZJPymyt0hzH/w/x7b6+TZdf1DcVy/N8YMq/h3mzlzFuwTbbX/4Y4hpdvXKcCNoNny+v43y5y4reuf8r23tf+GOTKtmZ4w8uuMvR5aX9bwQdtebl7c3XGEH/xvDer8b72ppT3WHbUHSKThmXP/gg5sK8l73tLh2k9D2fy/9yAmPjLo7nlZBoX2+saRqo5zmx/R7yTNpXccpFDIJtJdAmauwg7VnLCaErx02vOHfjfZWWjaz9WLjql4be+Bl4z5TY/Rf6dQpvKyj90i5dK+uX4Jp8fKeM+Nnl+Cnz9PVe7s/D9295yM/nbVanHQ57dp1PwrfBrc1mpVZo//jZPf3Ny7PJS98d+1nX/8buT7UXxnjxXzfZFEiB9xr4eu22uXbqTX3Cv7tU/+CC9dLTajfpevw9xf8Fm634/03lRfv8Fcr5G3dxvPl8T8ZL3h71b5LDaUbX+N29438u93hXD22WElbpc14sVylE+FLbNVvz9yZvje1i/BZ5Jref+34IMzeXcnT148v/wTFQcnwyodK5Bn4rSvaL7+HYz6367XesJWtJ0GbG3Cq6PTkD4iPwsNXbHmvwQYlze7ZfZEPRt9LqD1M2D48Sfh6S91GbyVzwDmi4U4dLqDia89lFXol6R8OkjrW7xXgI1IOtRycGcNSy/gwq99QxkMN+vNvwR3e7b1wTVN/GlWeF8g/CWt7m/8P0X0W9OnufSjAPr83DSxJ/Xgulwm1V7fIvgkyfLn427b1vtqXbjDLX4YwL/hDq2TftP+H5sdaSVjWXNzlHn74di9qit427fhfdPLtNQzQ9i/8FfNtB7bz9c41+NKrqSR8PKUvLn5+uq4t21qGrY/+Fvdvn/CMo+fgzXWF7a045T/bw7WSicQicv91jdpy5BP1ZH37s/3QklMJhi+ECL8sNHVJyl6i22+t8bPaR9P6RPGVz80ruMLxLNCHbGWA4TtO7sg/n/2l/fYVIelsN+NlyeCSilWpMb3GWwdbKim7d1ELCiH89K4akbPMZiR8bGV29p6TsbJt7G43lXK2GP7ub5XvATPXez4LSbeuXtz8X7YeK8eku4ILePqD9Ac9RN6sIK95U62vjF9rtAvjep8PlZBWM9RTLF7hK5xo1+euRKAT/X9y7epDm9GfL9CadxpD42ZXqbiN99C3BP6qZXN49rO/Rf5oQsaRZWGx4m/f/rHP2b/GzTZJM1Sz5ZcRnlVf7Rx0g1pv0f1OX9s0/I2mu4m/XRn5/QV95t4f+Nqrdxyq7dE51k4R8SLDVnyucKBFU1rszxr3m/sF6L4eniOV/ZvNK702ErF57tHSMBqK3pfxsikZqbBslcIbrst+m1dG/HxufFa7RZzqpkhgp82u7+6YrmU0ks1pv4WhvGkzUObqZ7pJ+ob9JpBx1xh/LwQbdoXDPX4e6QdeHFuaYgd8vPjcIRAN87MiL9/5FDI25JFZqNS/v40lTSly6415R3q8W2II9z/78L7r5cX40jrCP4Iqpmlt+Cne7zfPLLtoNF3hzmZPq+Ee5/wtb07tekZ++5UN7txkN9+of1kwvPHx7t1Ss8BsUJNM5/VY35t8v/uCW9XWlC/BXdtkofem91tRf2vBb91VeO/G896/eb6rSuzQ5lqiTTk9So/7S+Ht7ePKrG3k6/h2unfn8Ed8dh8Pe7tjC/kub+V0a5eN8KKrGkUn35WqtbVbLPYu9pr0X+/BVbV3WLcVErv4fBZ3db61IcfDMuLdQ3K6f/4eLkUiu2MzHG4IfffePgYlGRxsFmzhcP3OffxtktT36yVH4JQ2O3niUNPYRaEPBXhvj1fDd/wTkx33dcX4flaqvu93wfAQfq15/waLvFR2hC/R7e8vr9jeH30r9wnpOc35C5Q2PTk5Gw/tE5f/sEFd+ZRHV59brVNrkv/wX8b7tDNV4d9R/v+C+neEbpeXFWpiW//hi+7p6+QXUoX/hW5cV+KX7+Iz1//h/5JXmYaqsM7XJpF+EmtHPrrCs/Vp8bXYpFi65/8P8+rV8vLu3zp0hh1fG103y0veT84XyCbyyKzP4Ju6n3yjn4ICvCz6upDe+13GJXtTBDrwtzfRt/xslRL1KN/kTDfkx5MVZriR6+J8CccSSKL/beyvGUYYimGyn42lTND4yy2TbYI/VXu4ao97UEVdLx5FKdSxd+Eb3r/Iyay/342+6YwnRnnxjW9+PkEyjVSs3ilWDNqo1/6tovDcl7hVIkY+N20KwTrSUPIN4FwOnuD57FOQhcrphn7hYLX6TAvpnl8eTHMvpu9snf+N3FV7d3c+P25fu+GLcvkjkU05fuHrlpaiTxD3nhC/hL5tR/D+smc2z+3lCPWN/wa+FdauSdWdZvyDsKRUFuC/wV25t8vEJnC/ynoq8Fs3Vux7+/C1z9+68xU+//BdJF1rvN+Hr6Z90k3c+D6uzNK/nu8ePPwrw397m6h6Iy8TYEcaBozr8PZeEOOd2I56T5peb//h7G+fq+5928Iej8v+uCu+ld5+n4fns/sRPPwhlfd+J58bulu96b7NuTMOUkv/4IPd3b+7bs80P/DFXu3pNzTLH/j7bXka93b+FNW5tuf1eM9+y+v4U8v5JW2WHuH2HwQ1nfEfhkuf1G3Ttp8GnjbCTbnIR7g/3r/qVqsP3vqRnpAuHNGP/jZnvL80JQNkZevQly7XljpaZkyatHNQtpRajEe/88wsPTAfufS8MvgwI+O3Lrytb7LH/4UpvzZSq2t7wz8F245S7rxfhTmtS+1namnvu/N+CSim4c9jHw/5/XUYpdkq3z7lRv8E8Tx0SZtHjwwi//X4296e7rhqel+OPO6kRK+5f9dz3z+Nthru7rrevnRkcGpM/4ckwmvbfTLsNpn+Fdysd62j6L7/+Cuffsby4pe/+/Ckkbvl0m1tTmx2/CFz5XO7tNHj/BV5tdJcuTfXbl0GnhrW8GGU4d//43dz7d+TJ8Jr3X5dudV8FXm5fd3XJAjNS3wvN5SG+e3PsLGlZODedY8/jZbedO651fham9meX8ofrvCurjlXE52qeL9/+CbcL6r8km/D+7h3LEcSZX3d2/pBi9f42H6xQt+9tY5V1pnvl29/4INX7vaq5n2H9n/xm80avm3u+X/qw1cuytadBnn68Nbb8X3uWV3wU6y6fCf7iNX5fjaxbvHqLu3rpTfKF48UH8L1ya7TS+mXf/43dcRWGrTP9d3vhcreG5TJgzAXwYXt9X31Ds1wUh2n//gq2q6jOErtbQa+JpS13f4MKpm7IvZ/fL1v8L7vNBbrPdv5f/cNXd/15LycOQylhbIjXgmvdabvh+Kl33a/BRI3uZz6cZfr7G3MSa43JNjG7vJ9ZwXD0XT3Ds9rV8NXR1TdBuP+vsI8zb73PosqWl9/obebHee/jcmd19MY62XwTS5Pi1m/Ivgp8JqRutXtXy/BRP+fTZTb8NZfqG94U//4J76WxjK9+Gabb4XD1uXqv+Hsu6b5ZLJvocSq/WCb3X/GlGHRxvKH3ximYJo4caLaKCN+Xh8dB64bXEAleFX/4IZP3IM/BESK+7L+vgpvWrjC6V50/Ct3mxcbtNV5wr/w9eXVHF99pV8iHJ/gg1Js8uDq/zo9puHThf/gwqnx5XVLqP9//guta7auPj8N8W491dU/ggieUs2l2bd/s1j0z4czx/BVes0iSL73LjhF+R3JBXC/t7LsY3Vbt80+/BdGF942u4Mv99B6X8+NpumyKs5uzl35ge6NOV8E1N7P76834X3vakyLuSWdEEHt/8Ec8LeP9L8PS4rV7cN+Pjv++bSA2X/D+kmHn9BT36jC/xRLm43qv5f9cMThodl9y3F43jZSXQhKE2Ov43Zsi7rufe+dvhD3GRyj+f/wyVJrPtTqe/8Ghf+1BBNknLgu5/NvVuWyglWCDkmsn/xuH97bam+V1fJGXtFTkwwVaoJI7n/h0i0i5VUza/NeuFCxZ//jdo/1ky2bO74XLhd/+CubrvvhGyuqc4+CTPrz9+blt5fq/BTdK8O+Xu/OPh6zyaWeqmlu/rpr9eCqWVqm+15+34Jtsvkv/l+CC8Lsh5T+ur/+qr+GZ5CXmfCuHpkl2fvtDC2rxJ4h//BPfcve208X4IJM6miXVGN8oAtj/B3b/ow7I9PxG02uGvv4eKbDyNLHfavJ8c2+L8pI5d91+NnlbheXW8gW72ejeP5EoZXf9+f7Dw90moZN8dEts7bsu/ja9fLie2yTfJE2NSvrXowi1ptqRXcvB4byIojXB19QZ+Yk2xjvgvtV0m5bfh+LM6/jcZV0SorX/mmY0i8o6SvbMfWf+NpEzm+1NxPHd8lNcBQY528//GyfzYf952lfNBH+FP/4UytRfI//Tdx9ZlPCi/X4X1DqpFl1f2V0O2n/wV2l7zP1JFz8E18mP3y/BBVS7O6vqzPVf/i7S93eX/7D5csd35ky9dQ+oHqcHST+CCHMDG9mRw3gZtqK+sI2HcaeJF4i/Narxvx1S24Tm/saQ+q126u917jNeLzDl5P/L/6jZ88exzhRsS+7fdtEX/1+Iv0sMvX8Fmm5YMnHFf2nxQ0MwvwQ7q1s/Dt82Mgvqq3Jvq5Ldf/G6jXkQO0LVDS2jN0tM777hBy/VehrZutmMsGnhfm1x6ouyj8Fdio4ZRcD8L1cakQdDpY6rudVkSLRb/929f4duXV1OGvqdGZo60P/pi9s93bMXxyX8LZ273+gm/LpRrm/zB0w6lXP/jZsfIWvLm7t3SfrEP7DO+d9/4d6uR/k23LFrtI9wN/+CKTFfm/D1+bw3oL1aiGT8LszbaMeI/+FaxbQP2bp3aNnV9oNw0Ix6P4ILy3N1HddmXP43CXy+ucMr45f38E9zZB6zk8vxtuV6yuo1/dZdZ+SKZd4DCIHnjM+/EUr+r7rz2A/NbI5kQenp/D8mXdsTgaUVsZyyu/mPml8NS3LENnlghVbapNfl/voP3b97ebl/pF97//31Ye3L+XLq7vG/LQs7+G54p9uc4f8xHap3X2cuoZt3zBBofRfnKnBn4omK5l2eM4+FssVpKl0730pUqY+z/+Fal/WTcI/zkP/4ez3fMxCT4Ne2w73JI//hj21fdgxGikv/x10ntVufZV/hjEubaZpT5R3X14Yu2SOHvrt0ovNl8v/e7z5+NK1xR9Hm+pcWXKuM+mKJVS1429ayAnDi7l1/DpBO78itTmX2Vari8WINIlrQuFY//1+Gubp9phJ8HVhpf6KKfw7y5vROpotyKYdrUXWpOilfqUvr+Crd/Li6WN+CiyLuteH4ILsqm+nw48QX4ayxgh5f/sbmzJ3v5vd/j913OS+HfNt5+N8w0+M7cY9nJbf4fmp6V6cn4Xh2KaNGv+CfTvNtcvwzG0H4Kw3hf8GfheZCtY8OPbWa/eGsM/D3x7rvHdr7m/sjbxDlJ7oxqdVknpcv/eCbWneXc2X/rX7e+FPPI1H5Fmo5nfn+/BPapK9bvwTRHPn/gi+H7ZOyzRdStus++UpDKTvl/9wx40rojsS1rKEQ5nSk+/4+Pe9Jrebe+sbWp6b3pany5/cB1/aGdlVwUfhyXX2GQfll/8EereL8FVN+PrpON+834KaJ11kyumXO/G8sS+Xy2bxqM0Hc2bn/pJz/ck/4dn/dVq5qZVfRrrv+X3/D2O9y33u323iRS7hn4Jcyc/rXsvruoY27p0/t5oTjodRFR8scxzL/VWFNyQqdtpTfkhdvrXWFik9noXvpz80pwfBn2FyRD+ih2PG8ErL2q9N+gxas0upugfP2N6bnYnlPOwP/BBVZm5on91C+qDMm7t/43dLzY114UaoUg7Wcy/+CHLl434MNK7bzavkPUwR66S6wVT+O7ZPq6Q6rb5cb1QmS5dnd25VVb3OyAs5l1Yc6u0dIf+N8vfWoX8zqfGHaqSfI32xBhJTX/xvd7ytfD8npyyHyV/y//Yd7rdV3vnB58PX7f+CDpu9S4nQnMZ8Mzl03H/z1wzh//4IM/3r0ysMniCIfrz/L/dY2lqvy6bNnLEvJWnVrEOHQs/zJuBM11sffDNK7bcP+N3IarNaNfF82TN2ksnD3P/Jt7S+1Nn/iab81e+X7/CxSStzyn9Q+k9/CDT3fBn4X3+a7h2TcyRE+CHYX39jbebvXKF7bXHcmIyivrVuJcgVI78d5ud9euTVidfde0NpDafbplxmMjbu7UryBkP9d/j9eJsCuMQTA+YLoL05+HyZ8eU0t1wceNjUjf/wxe1M0/gd0suVaH///BBJv1W4rJ/k46Jv18eX+F73GsDuIn5UwhHjaQnvPl/7wnL3jva/Bfqlu8VOmkpSWZCxCz5fr8P5svV5vW8mXP1w72uv/jebvNFtnEcvd7zqseZ//4Kp/ynlm28vdvwpisTzrb3ply7O7Z3fjbmyHKlbJvVPcigX6k0ezjzquffdhS/b1HV1L+7wfjZrlu8+Td63nzRvV419o2ma/h3k8+PextWvBk4O7OO++PZ/w9ijyu1+t6r7UgfLnw3cw8r3dtHON//DWr8WHaGL/rr6g08EGrq5ZNS+UUX2LK40rqcPfDubTd59Nr2rITvGv9r9a4dljsnLst3wo2OahpXTO/+vUEGdx9a9sORlDG2rcXy/V+N3a2xH7T9ujCtWU2SV3vJlfQ2smu+tvrXi/tDySli7fwQVza7x5a4z4taGY8L9T4zucWK8P4fqzss2VEzy7Uu7/+Cu76eUkpO+eKcPjcN1jyz31dXHTfOaG6y2DP/w7ycO+Zvd8+n1PWjjZh81Hlzbby+vuN1u8T8uOTeJ/CdnWlJ6P/hC/Wru7uVB8PxyrvE8eIv69kCwd+/+Ny4T3hfSXc27civ6gX2GRx09K0Jot/hiXL9NrbWph3S03F+X6/GyRQjSfy4tV58SJm8kXm0x/+C3cZ7Ju0m/D/Pkcq7Dr9b3bKsV8jYLVS8n/xPPKz2Sgz8L7yyrXvxL5kMv/eCmaUvzm/Hdtn4bvrHKTYZ7jh7Pw927UkXwS6lybfifh7dppvPqfLijZq4K5LIPoi2Z8Kb8FXG1dqq9np1hD4L5dXe0s2M73/8K8TvdpvgEzjiTv5f38Olx3NmPJWnWqz5xlGv3lo+0tEKE49H8O82XxupXlg0yUCDV6//5fX8O3tDymvt2wbJQ17JmkVudPz7DS14zd++8brGV5L11gRN2Od9/Qid8957jgm4LmQ2/jYQOjTbDEstmJDkys7OiDr7dCOZE4WRhC0ekCf9WrutgUBC8P2yZsWKvw7y+HavI3VRcTXbNbOR5OR2x9pbNAla8kRbYSjU/b2QVfHv/jbTqVhpNylyUe3MGI4yt775BkOLkEsy2TuEOHuzhu+uV8L30zR7bv91lH2E/4UJl1UnL7uG/nZb4b84+C63Wb3X1l976G7bgo0gj75fefpl1vOqUdemY+H3HvC0v/uNnbceqly7dBnXxgauHrb63tgfy+6rh7XPBF6R3GVv51syKG05X/hYuXeop8/shPwzR/GCRpMeYM/C+k4O+FD9esNuXR938v+uFSJDqY7mtfw6p8a3f1/3chFu5f/dcPwraN5NRE61QjQ9ziq2a7u5S9Jy1z/gl1Oz2+s1l9/wTSe8+fvwQ3u234U2rubvj/vtEjnGfh25OWZF6Jz6/FbLi8qJ+2bIJoEsfr1DvPp3qLYZdJnSOF+bHAU3BdXN+oVp8X+U39fhXXC3bJjxQjrnIYefhmhP7MVkEu/Pp8EuN837V4axvurV77hpfq/wrZKVde81egTj+he/6dLyv/XX5NNU/gnqpMtp+EPhkvG+8IIPnzF/hiKvwHjAAAIpBBmyAvwHn4JA1zLu/Gk2a4e+3fsjedJjMtzFjC4dk/ql9fwr3KZx7tflURMe+Cjn6e52pRl917BRyVLs8i6z9l/W8FnZPue3LG37F+DDn/U3XZBqqWVxVXy6Sb/DPlyxx2Xf/DvNYa4eGdYdTOdJUaarv/jeuq9ET9N22f9CXqQvRbb9xIaw0Stoh+CDx6GckBL3S4z5HrHNhmLOaz5mh1L0/G9T5vy67WqpXt918OHc+YS+x/k6P4Ynw8et6rOvMW493wv3c+Pj7H9+kLfF1z/jZcfgv5ySYI3qV8cqzlSByWnMsCX85+P4f4Ve3kYY9neqUqo93exZi9u/+CXnl3NcX4Q5ulsZe0yl/hfxxalSSCrpe/qFIO/w2dWg+Dr+gtrgz8EhC8/q343lrPoXuD1piJB7u338CP39+mKfeuNxhwU4X6pKXhn5nz7GlABXHJ4Rf6xXrMLabtDIg/u7qFPjY3RV/7nHFss03P8AVyrEjywjxjwy/+X+TUbzavUu+O633dK/dX2BJrdc+P9e4V1oZNEn01jSAdm5Om5Iit5wwnP18r+CqmN2S/efV8uSyarqTn4fx2Z178O4lyaK6Zf/w7jeTzcEuqnV0hWr+GZfbfwQeer25W6fUxeFjXOSMrGHU5Yck8/L9fQfz4nWWHpuuWCGVql43dP8v/dDbrGyu0VV+SdV6mw9wR/8tlVk0k5K0x8Cgefv+CrauX97qs342FvmRvqL1jenStPmthp3AxXnMgg8GfsRmLfD03V/bCfmykqb17h4Oyz/l/+gYTbXq1MwXPk0OEnaRnqbXsy/ddjeqZuTtY4xnNJq1H8IOuSCOIueyufJohk62txe8l5Vwopfe1wTd5eFqvy1sTGwZfr8F8YXuqc2elicPBK8u8NLhPqxS5D8PXvbl1TyZmsccylmCFxtd4M+CDS/NaSvxlazDW8If7d//r7OVfrw/6jGDQv76gqu5n7xurJWNL7LCYfG5zwG8Bzcd6f3nCt8+TYqtFt4ourRqTpu6S9f4UyShl2Q7d/DKofsH6nfXd2X3vwoQ+dYW6lx/542lCx8xrVxuTNxV7qhetZdCDYhatfrIagDJLNZiy/+4ei+7mV616mzMUPokI5MjDF/1o1mCXw72YTG9B7veqqVLWl3jjz1raW/ggrvquZruYYbpTbSE3HIhpK/43L6eeUmrLEeqfuVV/3PLPsg/X426LWeC1H+PSuldrk92jf/v7D1C0b8l5qOeEj3UPvah/Omi+M3aPAFgS9u9xsru7hzRdUS9XSz9cUf7RXke0MI2eX3UnG8uOOd+K+T5dlfxFO+u9Yz/h64zpqumkr31/IJhrMP/ja7k78/LGfk+4CJf8zntrka6yHGVNyH4Vm9o9d6rt8P+hWlu//D3q7T/GlMK5SIdTk3TH9XBW/UPd3LqlubIpk0U3x807WE5BzuihiaPh/V3U2t2Oqk7L45i4qT7zpJ/CpTP31PHd9w5R3HMGngn48gl3iBJ5OOMwvwX3tSrFzbyZfqbPjdv53svHfP8/1+1df42q3R1TDmXRySQl+L3R9xbwyPzSLudibMZ+Pzf8bl9Vtr6amq9b6svRUTjs/CNze0t8aR+23We+2pOMV+Ltri8IO5nMJ/lVwu/jSn45k95p6Itvvw8updeHueJwVZFkvjZm79uO4Dvv5mkJqbHyGtmiYg85tWX8P39n7avu34kWYnZUEHb9X/G6lZbtwIbars2ZMb97uih1vbYFma/UwP+fqgTNErj+H8REV95fzZ8f/wz33L/Xggq6edx5d46r6pW5z/+Nk92bLV898Z4nuw+9ya89C/hCe9E0cd45g68Uv6+Nw66Om9s3bljLcvydZDW/ps9J8twTzB8oc+Nn0hvBxdux2q3chTBd1CX4db6s/pfG3AdMAnbvsWdo4yL4YcAm3adyS+YLZ7UWbg6X+lobc/Ebqmb+qrZVPGmVyRlMeQSky7MiS5L+FfNnG/Ez0WwGuGoX+NzkKdpnJBw31DjuRx9DGwZfG6nEyiG5Nh7/8bPF7jXRrPE2Xw02l4bTx6Ri+qE0Ta1SLaKjtxInz+IUJf8bTqUbDHh8FXIzO0ecmbBfH95GkQY2XUDM0lYaf7NRHLW/8bX5rP9feXZNoyypHb2WEIYEe7I9OtBZ60kSJWig08L/K2Rro/L8r4Iv37pfp0rGw2j0uPIN6uyzvW4usnF29kMKKE9E4RVKZ9Bn32+fp0v42/Bj3OlEa+KNrys6CqY7Ir1K3vBlPI4A7QTaaW075ZrO2vMFQJPtq//mFdO9pf06oEESaWaKIFaP27HpV21pBV/PA2hI3Ot7MHNe3uWBfisGzJCeXj/BBGVd1q5/7bdOxT+JDyxfMoaaq6TQtflqFMDuxHG9y/942qz6y+rhJZwPdwhptd1g922DpCliruyR9qbVoyenX+6X1yZu/P45ff8bpBhQ2/L7EH3NWFYx/Y+pyP65ZPFhQEOpo9834sH4O1jxGwU+Nr1fiarZclZC/uTyDtMZpl9RvHRShdIo3pIcdKiXQ0qHt6lFl/fsbCRfl8Yz8PzTnCyfC1/63NfJEjQ1HvIKEGOkLduo4EmqvodMMxTLeOS+veNtBz38utPXMx7DtMXPiE1d3fM+zTGMQW1Rygcsm0rL/XggvgkXAk1Yz4vvsusCDh66iOXnxksqbT0v/uNk2FVazId3P5qpkrI1nI7etA107p6YIv+xCfdW4vXe+Nhh8vRW+0Z0qlv0GEWmbs7axxKADUa54ka8WoiM1nw2k3Ky4cE/42fvlzcdusqMxOI3lsvSbndnu4QpeFj10uyxZRs4etywTQS6fjb1pcSSvpua6h09paR4ZuQqPtCBviUdvxle17QhJD+kDrLEnGLdv7z4fIK9polqzv+95WZeu6t0Opp29nGhr4f0tat25qWXU7Vj/52R/GlS3591Crcne6ZZQsHvl9z/je6I5EvPtruP9ukwV98vSkkTB4xcMwk09Z8aTSeipvQ1u4hd27LV08aOZKjlrsv4Vq/R8sqSobQ5Y8bXemvuOHlqg089YI/Vd//D9m59l0sivULqtz7X9se9H//C9Yy24GXiwftW8zTKf70PkeR9C25ft6xt/GeJnlt2q04brUesYd6hvrmHIf3OocL/D92j9B7lPebVtfjfHjJek+/L9e4fs9x1S72WJeXaqrC+v3v3KpNsvpq7h2jieDiyZ1asx27btJ480zfWkzZoLO4voX/jrd3vkif2q/Bf1l6tBRq2/xlmgWW0X65MKaTySf4yu2IeqRzL73eCC73d7hfVs/CNnt7cOpNhIIJJPL7pLjYVbDvzvdK8u3v7HvWf/l/9Q8V/6nzby1GcV26Uf+Q3fSHVDrl/u5BvZtovVF2N2Z9jNJ5RK8S3XczgEpBbls1k+qyHI/1fxq/DnPwQepqXmx2vZ/u6Sz7V//42aJkMK9UieId57Qq3mIqxN4pwzhxsTa2X/jaldar6oMus98/GlXn/R/ff0UYe3DRaFcv9+CUjH+6wwq1xfje2pF/DjzJRv0m12fVeCVv1/8F/d4W0xbqfbo//C2G/H7LfDftzDfOm9WCXd3Nz+yBp4J87+leD8K9A+69fTj1UIj1qC0cM7gxSNXxsjaur58u7Y1jRZLxeUaENPKLhHydMv+tgljeWlf5jmEth8F+T1DNB96RBY1gh5Lfo/4Vttek+X3q6b3D8uriy/+oyZx/pEnXd3N3il+36D+xzeZtN3RF+wGkR+y8OhF4nTdV5RpKtbG9zeYhy6cbtnuO584vpXny/xvZPvjOpV3vlx9UYaz9eGNNWzN9ONhk6n6VqNL82gk+lBic3tU61/L7etA+O35fb/Ds2RGFpkqfhhlt4oSc0y/BP4d1SrFHFZmx0v99Agoj6sZ/Nvk/xP3YR/DQv+X6e8b3rG/9c4roX3uNZC51sfZYJ9Q0YsQTHvh+Sq2tOw08Ztk+KTYi42PTYpSKhYFGH5ff43pGfB9vHkf5a4x4ZnNV/+N9Er2Vrt1GUwsu/h+bYxobnhr4dur9k22/rfFD0SZq+/+HZcrfm8mZswwU1vECE9iWvN5Br8KzGb7Y4vWx45Tdvpjgunff43iXdJJ94lzCZuHfF4teOfzS3KR2KDTw1w/bA/6wR7E8rv/8E+pvLpcH4npven8bvLQ3XW5++B2x5IwfSIJHRqaq7oEGdsL6Vllgy9SsIZVzoTPIn2l/wQXebkt+uvrjnW9Nb/ayHZf/4d1UsSrc3ivhNmvU8nw8gcBNtbYYL/9vvxs/88ZjazwvX5D3Fa4U1i3ARLpHb5//h+pmqVtXW5Apr8jX1/lXhyTt8fh2bQq02uWNNyt5ZB3+QbBIfjQ+6t1mJKivn/BZS1J1mwbVmXtQfhybDtVnl/sobkc+N23GlStvf0Aqs3c4+XDXe9+MHhwN4f8K5Nv0n7fXSbof+X9bxu7mo9tysNznJNtfaxwUS7vX/KPYczDazL+u2CC+u3d3ylmPMe+X+vD8mZL3L3vfEKY5v/fdAghSsWW+WIRdJ3p3EdFMlRQI/wT4Cz8Vp8bZgyt3WnJ9t8vVrZhXczISuk3mD3w2wj43ThPSK25/xfSJixnqL/S/fuGLjMuO2YEBaLbJzx2KJr+7f+CbgTvVX6S1eg08bd6pVwmy1q5LTuEtNsIH76ZkcIvPb/BBz6XtkfNKdmn3CSZa4SvZjzIA7fFL7642bI3Tt7NTy/Lv6XE/nvyBb429tfczVCodRunHefWP4aZ7/xs22Qm+8l/P9tSq+x1Z5Mb8O5syfvGbG34WZPM+wz8bzZissXYCf3zZs/WVfSMIO0qPln+z+Dy3Uwsv+tDd2sH0/3buIuNk7e7Bd6HgNCdTPy/+o2NK4tndy87J23K1PiGXvaQP13sJ4Vov+FvCbIY/T2l5Phy5Ks2on+4lAvhfzd3e8KmsMcW2ePjnXeCqTb7VK6yS99Agu9t3VT5c2FSR6ZqzL9vWN3C9MM/LTdS+pdxeNtQPLRLWRevobTb5Wm5JSVZS+tflceCH4k4je8mhhlTDEvCaHXVjcS6qZeI95+OSo+XuoiupxrnCzKH13/jZeeqdskrm29tu79UiXNNCm/bcaKDcz7lhv4X8PvKzeu8MqH8v3yUNqvyZbzefZG9+NkNTPttZfT6sbivayZZNyeVottUdK+0Yhujo1z3qdirrDPHEGo/j/hi2uDPwvvXjnMf4e66X/3G3SVr+28uPVUhTxgyeJ94/cvYFyjnxsa8t0mbre6Fkxb63I2ovaHZr+3CXv9f84W+Fsb5qL1MpetL/jYb8htnFNxLfL3r+Rns5KujzUowIPy2tyOsF+GI/e3cKWNf/4IO7eXNXuTfWWIm/4MLn+Rubt/Hhy3vw7PizCrKWfMM8Hb+5VQ9zsLp3//D18rmtSV3qXm5OugoqxRdn/w9a0nfyyUbUlrequE/luUeeU2NrvD2k7h33pl7+ikzSiym40aRzh//BfKyaCzUzn8grR0JNKEG3e++ffdjaQdLQitG6Xsczb6496Z/sJak6+YES9LHl+i5V5f9cO9o9TOrkYvR9zx45noT19Tc30N6ebtxZfF8P3nIyvTajN1n1W4Nw5NL/wS6ujz+78P+X3RGxc1lLBvj3OHTCz/L+6qCDe1ZCrWeJF7g/DaKutw4R/lmrZXGw74p1pW/17rMu7a1MWGL+JA9MO097+NLGfbwzU9oVl2UskvZetc5Wntv/8M1FPuPTqX8Gfhwku3X6Rfj1/G7qbDYnOKJ3u75kK6zbwZL6/eP1VmOy+u9jeYzS724RY5ZuTPr/gKK95oVua9NJCZ2Bf42fG8eaNvd7u2D8fdLKkoNQ3/+HfE6KvdbG1jctnZtpSUsj5xhHpeqaHiRun8bWVbuluf2jSixOQUKsjzcz3xS+CiaLqMZ/q5+CCMK//cVrrKYk9//G0rmkrU286avjeIEDDLODn/+X6/Cs+H2+5evWBp1WiTuSxyJQynK6fWNj1GfIvEt0twjGwNEsWNRunVDKsxcQnr1djYT9qNm9Gwz8PWr3h2pNq51vw3iZO48f8v9+H7n6ftqXqumXDBNt5bFcR47Xh0gj3tKHqYfe9pCPya3fzuNEqtS6wfW/m8vP8P1u5Ps1w36ZUxdmlP/G7ztN7pFjucqX5NWPCG+OxNC7lDn2WZRJWKaX7rxt247KmfmOKpmqaoOrvcpqjWkXjWBKbgWizRlNdVo3XeHZ4t/PcR+5OO/38UNhqdHbzKtDraY24Kf8bqk0scviHtMtH2OGNeMzi5ObpOJcedw7OmrmZfdfG2k+NW7fGXOfSwdlbM+PhuJWGN9oqXZW/2C4NS+6+GbTwjUrvxmY2iRk142bNXUmQk+i6i4zK+N4GQZVLIj0qvw9ZoQd8frrG/Yho0OLMU2PE1vwCXI9YKDeuOCzer+No9GqWS9etq1U2Jq7WLywoiUZExf08pPRxXf4ezRnUTWX7njjAzhk8NzrDlRkSH/CsntLnHak78r3JTk5Bb8v9+H6ur/LmXuKmZPD4dov+X++g7HF2aXcq8LKv/ymPClQsbK2VYczSp5sv7dWN3tY+mK1KhLn2lcQ3XPdjeOryOX6fUO3783DUYay9lt83DxrjZ6fsQuCHDC+cvrvjd5c+MsmtGlvvhv2R19r4LO54m6az1ZB4osv6q2H5v3iu8m+Hht3i3PMMxGX78N3vWZ0PW1+X9bxt66txsbfw+oaWmRn/107PTIQyhfMNkW+H9vzJk08/aq023Lj2ziFr1y1x9U2g2/cEBSc3ve6t3OnAi/Wp7z+ZD8bWK+DJd734PVbMw9Sy/K4yfi4t6yx+tLHTZhetD2qb/h++OcxffcaozdscUWMi/HO/Bp4aJL2i3hvDvP8v1fQ2q0nde71pHCY/cagTyo/8EGmfY1zwUmMltYGzhZyto/HW7NdYetKk8Zq1vHIDZ+bulo+pbTFF0stH/G3U5L3D9Td81OZkMvKxGhGws4cjDm8trL/vgg5cz/DjpZvjCyA3KMsMTVTJy7h20UKzXqNiX3tdIrlu3nzbi1Tv8v1+CCGO42WsvSu3Amfob6vw5sUyZ2uvUbyJSZaXeszrCr7qqG5ZsTh1Q+6GgTVzDfPjda5fz/qXsr5f8nUfBBJjtfdqsXapnj8YS7GgjK3RIioaF6V+C+L0s2kbEUUMxvqpM7VltDyGN+H7tNhytPtaKNSdQZN64R42Xlx8hz42fGi7yfwgtBN7bfNoqaHJNtpJnlX4R+Lgv57+98M7usb+zWXJL+CDk1t97Sk5VcOvwayo942ksIxePyX1t7G7nyusIVoKV679s2/J5e9tL5yHZ3y0GfC19PSdqMrvCqUTL9f20c3lyq5f16G9wo1neXFLO7ubYKsr12/qWldbS3INPGfTYM/oE1Wg+T3r4ZBn4Xy7fi5i+Od/xt2v+aalof7qvpz+3PqbIW/mliSIfdWlv3+CCfHVo8KxcuTy6RIXh0myulJJrwry/X4en7dXPp9xdUosef6a5t6b95fX8bx3Ppa4w9e6R87cZVryzoSf/Wqh2UV7qH2RHf5sTvRVm302PMF5jpTzg2zwsnn2haX2vUbe3pWm97Tjehtdkpx3fM6LDUQgYwjNG/D23e90k9WQOo2bp18YEPct5/RxFPvfD3surl8XNKII86HyiQeKmzvvF2mh1KbqWOhrfOCfwVZw2jrKd4K8Z0y/erjY3Uyr/q/eW2yac3kxo4aQh9qJo67TXxs+XbzMRyrcL1M8ldrvlCOC+0g1bnSO80OjQbSX19xsyYfULfB2WYX5o958Ug1rL7R3ljCn4f4bR9IYZ+yylJbfDf22J0/jYjj6U5saZnm/p88grdHk/42zW5dJ35bKZlJ9Ik6XVU0I/+vwxPqtk0c7vBH4nQ/CF+SsU1hJxpOX+nwQcLCy0z/smLbf+zM2gyt/xt6Z+qykuYZLvSlYIM5yZ/itpZ05f+sP25xv8nPH/HKxVA37S/VtEmh/PGX3vcKT9mN+0kHY1NRK7z/r8SXuUcPU+wZ+FyDtOFh7O+v46jtCPxt3Nnhl7iJF7u0rTbmQV8P7s/CtR73b3a62z/+Nh8ppviuzth31kqb74a+q5HhmJlIvy/e+GL2h5d1Uvf+EXjrL5V7h+qhk9lk7HdmXcdUo1fL0lNYfsMD7Z3vjcmO3J5vv00T61WrTfDM1WPaugnX6Zn/w/3Xm19q4Oi4c6FnvRD+HvLz51rSTqSe+RArkBocyOCXwQTdnyPTPDq9UbbVMlsoR1l/1w+W9tOmIWCFXsdZMPrcNjrt/GkG+6hlt+5ct+H0TzNjeZj17bAFqN/ecUTW069EHm9db43lw3esW8LnTZe2J9sD77BO7g4cM38btPa1tLpBl0rYcZ2CtOjzKf/DHGVseqq1mOHFvMz758qkOr6/h7e+eThTlHWTkd/DTh4A5GVwvL+vhje0OVdU6vpc6V0ipdf1p42pCIZHz8ie3fqaMpRh/pljprY/qa5ncQ2RUknpwI/wplf7uVq5rJ9TVbvxtU1T7n+fBqTfZ98G3s3GxJPQLy6/hGXTbSS4z7rUGngn3VMq6vIyG9fhS2r0i4M0Rtw/buTwm/Xdl/rcZmaIn6HuZe/yfU+ddqNtpoPbYR1TfV6b5BymHZ6XidGNn0L4Yl26vWr5D5ohIKpNQQhkWTK3qo26n3bF2GkySy42EvqOuWXvGCufE+cNQJlweQJcpG00XrjahYoTij3btupZLFhXrpzTaW0+Q0lXr9bSXxsh2bJhf9Ll39JWt3xeZQUp4R7mvzjZT/4ILjUm5s7w2e7Rw5hGYfKXdGX9fDsm4+bIYf5d0VTUz9OakyqgS4YfS5UC97tn3PYGYNJw8wS//G7rKi5+uoexBc7j6t8Fafxm/nfR93kB/O5f6dRvFfV6rdJeL7Gkc1D+CCs3S0rqG6CnSP81SCQ5myv8PX5U7si52v/d3dD0MTZjYvtB+HJx8v+uNpvPlI+t4TDI0795Msr8V6oyxHpVs7zPK34eut1m5NlzgzqFPZFhw+WlnV8EEvXqbJcJWwVmWdqZLeMPDzvzImjOTk/L/9Ag224Sshz57MT0BL4BrURtXLIeDCcr/G/l0nKnW/iN3RDFXbbIXLnOBE8/NpyrONR8vvham2c5utfx+G4vn6ug0L/9BeV/e1UBF/hLi06X/qxs//SXDZ6zO4POMGYNj2BO9Gw4X7GR5Nl/XsEGty4fpvbVZdQTdpf7jNpwYmQoStIl+vsbfea+0b93ZLIcKgtpaDhjMz8bt7hznRPO8hv27rSfBbI28PbH/bAq01Sl/7wQZtkaSFHtKrDqDjlM2R/l+68byvJK3dv/NrGFHr69oY/8v3dSDb/WlH1jRNTSysGxZ0uyCWllNIlHDWIBvL31vYVvHl3X4LmcKPS9h74eZi+/gg5+OUUG1231ea8SdVqCa+3GApGTtKzFNEkrlmBv+H9J19Tk+UyT8XfBL4TnedLX4d1t1QaLytm/53DZly/942+2XH8smluVtsdf2g1tqqcl/pcbSem3pJF3e9snFvf+E2hZ8Kycsrf02i9V81d6vzP+H7MJFny8JVqb/h3yd+j7HjILze+tjDRo2GK71wpLwkdfz5OvC58/yzja7+wl9b8PYTY5+oVOLGvnWxzhvyC5/y+r+FLpMZwx7vvccW/L8EvL71c/Bf03pDf9cN5M1Z2wal/6w9vah321e8M/DU//8/DRcbX+X2tcbVJKo96zBfvYb6X0+xNN1DNe8+1f4eun7TW7y83TKN4531pUNm/niozfSN29X28v69SGqfPM4ay+F/C9Xnc8oeDMMX/4e7th97MtztptIeQUHjn/+NpuHMyx9rlZV5XPlsO9csTQdTpGFeX/XGw3SeyWEN+Pl7pEl4v/tblzq3BT43rWqbacMee9rdNurwX0iQST7S/FNx4ry//Y3XSl2N1kktW/bvbYB51K/f/cMdrL7/hWc51K5J7A1PxiGp4WT239ymGbte98bY42Pu8o3fTtH8rLEedJlpGosNX+vje55SuW6rxlo/aNA4so62GZvxt3q5NMF3iUv22k2r/vWs4+O7BdN2c/xvk/VwwofJ7WmFtvUG3d5pBDple/gw0jP+WPyjnT//y/9nh/dz+bk/NIXZ4vspKjUr4e1k2H6DxNSYTO+ZxvjYbr6xvlSfe93Fnlxxsa1cYUmef2jl41kdol6+oM+gviviHtzjeGHvrvD+Ortzd6ROTGbbrzlQf8bXLI/HcOQSVibouy+YbQ/+HO5e5PynO+Ntz4iSvPs3NnOO5R6S8h4bnwL43Ll4mZrNLaIgmLRxpNCZxc1Xmv4JrJbtOlNvfhzkkbJnMv++8bTitzdnr822yrk7fm/PA4revobvSPrtI5yy0ipW23NtvwJggN8CZ1+UBAR6+2/vvDtG9VSE1TPcF0lY5Yi+0cNONRTIfXK79QQTxF37tmzKmG36H9TidGdwlv4IKcnvvpDqqSnd3rPf/GzfMeqf6WvVlNS7qWO5SVZLfz1H3IHC8v/eCDISjqpbHb12f4/4Qt9JbpHxuLbduvZy6nzYxmG7I93/h2pNGaNpU03WZj1g0W61uJWLXAj/9z/clntyX/vG1fPlzYsVPn0uxybZp7N+2WhN4u1ZhZbb8bP+qdd4z4N+1fqXWYVPD3co77Gqh3BmtLGyl8/u1sYrdV+47l8eo8Upohpo36C7bnp2Gr+Uv/2F+XD9ZSDZ0sR8IWcrbqftohLu9jdxRnaTLeGXx5t1BSv8uxWm0qKj8Mr7mhpyfw2UNEkN68qcBO9+P4finHBn2CQkK182u7G3JJ3xb/N2M2X4d8ozGqsH3OQKxtIDc6Senr5vEGuqCnNBOm78rAdyNS7f4+CnHMJIPW/L+4vbX2N5c7rvUMgytveArfhu5n3l/9Q7pXbNWXtQLeSyqliYaDDATqtFHSj6Fwl/1w7l/ptvcnfivXDZFPkBxd9/jfkfcL6M0eV+LNu+Xp2kRh8PJJGvwyk2oUl7n/sPlOia+e3q4Rv8s1fGCqTv/8bdyknYdkrH6nHekMnDxf7yTkPsd8O91klbpu9+FlWyjs+JoP1+NzrNe33Ouhq5vG5zfF/MjyjfxvJj23vyvj7Xu8ip41aKMkgEH/bDVZ37MGP43aetBAs5yoXvdtXnIteh2g+vhvT8d4duM+NvTutalY3cPetsf38ceN5df42ou22O4d8WV1rSmkxciXEpSHmugf/h8iTUI+VpCN+aufqon9XdvdrtRZm0ON2USM83zfuNoqS9q59qStOqX8K8+O52qltw15wly++TjdZuOQG2epW+9p1+CYi5fCNPM9zZk/jdyZNI+K/JFwUe9ieHx0sRSyefS3IAbfVPcRNj59+2a1xuy8s8ne/l1LjPYWcGC1qspqXLKl0LptBHvIw9FyQal9rXD17mtkI5z5kFHI0J2vqp//wtfJL9jPL14YfSS8guH3dLy/34eqqUKrK7akzjv890pfqnxs3ckx2mBg3yumnvzuLaQ2Aj9Q3xla/8bxx2yXPo4qtl8mMzYUe5RdstlX7/e+FcLd57m7uqv9//hXm8e5jNai5GqOtI0u/w9ykkuT5f18GGaj1qu1+85mSCtOX/Vwry4li7r7Mv/C01DR8kdQxSXLFP/xGbZPF2U/XWFdbe2mFh0apn9s3oF+94l8KaTZXJot4578bZecdwVS3FeF62XPmQYfC9z6+fPm+o9c8v+uHsv7Sl5v8m7HT7Rueca/jYznv6cmnrl1kfJHYfseSJFu9cO5ZQ748uFG2Xf99Cllf+IufvqJXvL9fhW3BvFu+NxI80eb+nnTxgPKAAAApF0GbQC/AefnDS/wTXm998cTVeWJN2vwQdV3SjK+DnXDWf+vC3hG1Hd8IR7m0ROeeVYMy6Zff8GHn4yhfbnithOufgm7uymi8VeCDqa9JKGh7w/yXGu+G9h7oaj18tevwW8eV2XXll/7wQeX7prjLg8JEdiG2+Wo2RZ+G8eqsyFYqabsf1vgs5b5qB7W2aG2H34W416ZJ7qUia/5f/cOd17+hB2dh8FFU1d9uBg+CDtNaleT/WnPob4mlquvcMc3Nru7rF1/Hhxt9+ocrbNpij0FXmFCrIDwwvbl/+w5d48uaR3DfN/X8Gfhy7e7wn2Lw87L42lfWHKC1CLLqy7DWIMflOPOWrBNIL6Jf/UaWfFOWHcZJD11pJ2Zcwvt62j/CrPa5c5o42eQ3m/XwtlXhjIOL7C9pmVUmXp7ZPX+Njq3G48rWk2pklwy9vLZmummvtARvfPyjs7FLL9lUpme/h3MwqrR1zxLhA7DLqs2fyz+vyrhT+N7wCD38YJNJ/9lvGl6dkweDaSgYdsseP6pf60JWMpfG3D9BJmR2RVu653tMcrAva4Z3Bh+SaaJP0HZff1G9Q3paaqbqN+3W3ZG8VuRzgI/Vk541uDE3d/nv43cIsZUXukeFFLNWiYtQcTJcL0QTbEyeiIqqc0a7xsY+33vNZH3DGZy6jUoK1Ny5ubnT8qwfdSw6z+hsrC5Wm/x3QlXTcFijSy3wmIc0aJmXdKp7+7Fx9JRNNE6+hvw7jHblLLjakWApjsK7tRuPJbS4hTr3OUIgSvX3Vh7RvxuaiS3YaQd0O3Lu9F2xdCJnbfK0649Eic+C5CThntq+Mh/C97fNbr9wxtC43rf0N2SQappolx1veVBphlrMUPxNCFctgd/67sbqPJZx1CWUNcv2NHU5Vr+uZIInanRXiHItVLTX8bvvjSsYLJNzQTeB0J7xiU3OMSj1MhKxpNyZEElhbRgnuW+Nm5lSFi4cXNq+u6Wlj7yyf6U/OSlFDTqvSr+R7n27GB5Yt+4LNpVCZkN/X8OPV+Zf6vG8c0hum7K/mN0V4deJ+IkvpiVRC76liCX7z8OOUvJXR92b4NPG6/H3q3vJ9umfa3qtgY4WXwT8+ZfrOZf/UOU3LJ2LhzvsP/w9v4ZmbbVjfLFYnGg4vHLfZ82taXleoOxdHRBWR/ylL6+o2oZT7lptU3N1J9PF2OE9qKZvMotn7xHkP42jMcekk98KNyqqnJHDBB+Dni+iiuMS53QpO+fjamkGMryPOU8+HJJtKtNjc9flpsI+1ZGNOlggy/0uFMssQ3jCwGmHHSer2d4Mv/2Nq+b3CtqPcs52O3n9zhmUBeHyDT1w6kmuC/8brWCH0hxpv5sVTxnz5NSRPd/YE1pVmThtuTs4dL/1jbGzBmYzSfyxctyYnRziNpMtV/NkrLvYugv6fD2Uelf9uzyGLhtvRhHnquCtpp7VP/w7y6+dhBJU49/M1j/MLtyo4jv42VBXPuMtDm7pybrGZFSv+X1/Gwjl5MbHay5jpXvhvYk3dT9acH8IqRtFsMbWQRu/sbNVHI4iZbWJ8+XfVo6qaR61QTWep3Kome3hJoLQ29l/7xu+9a218bf3dEqh3vD3Lhf/4dtV1ukrKJJ98bdL78PefHjfD9Yzcbv1woabHvihReWjaZ+H+aI2tr6vmiVO8XBFqIaD7QkCB5+OS+yz/gz6BJpthFjkX4fmrz+fbxOCzR6eKbs//43SnyTKcu5N5vNxv//4KqVqshv7f18vwSXw/M2GX+7obRJsyKeN4YfPKxPrWS661lMJj8O2r7xhLKX+/D3U9t9oS+DrNJiPFHuOapb3jr/w7uN/kibKWPXTGcoeH19j/Cslz59Ge1LfIW/L630HsUSm3cTxVWWsc1+PzN+Le/PT32/BBxv1n+S5yxJ2rYFrWh1f/8F+sw/y9fzLl3db0v/SY2MK3tjVXD3Dy1COqEBQvtoo0bNW3NvDmM9/EVkyf/4Xji2kMnbkR7Tzbn/xvKl2Oa3gZjZJ3+iXTPkUo6Utr/wRVppZvz3H2BE37pf4Tvn6m3+CW93N1qxRt+Gd399WBjpL5f+sExU5U4fUz+oM/MTn34JsrV8cXOD8bjypDPSToJp4h549pXL6ySPmQc43jPf8EWYxpe/BNakxoLqzfF+CjNqs8+fvwWb3Uc7PNixfgvy+F9Dmld57h77rDt9f8K3xvWl9xxrbP/iY9lxT7X8E21dbXvxe96TZP8bKv8vV68+VqpBieYkFzXjfKyn/178VEfjeMuUvL+r427tjniOVvswMeQMrhVB+gRs/GGRuaSMgkQrDy8fw7SKN6885dSJrmt5jRkPITUd1d1Pwx5asrtdfy1D68n4Y6qEn/r6pjnEnP/jcsg53m50RNU17RECWucpsnFcHgCP93YteHpOaH8bPlGU84+rcpCo1rd7iudvkEggefNr/XWFtUnklDIpmp4Z4d5WDPwRSrpfbb8b019kTN8+hHVOPL2bNQ+1eJ9RLbzDiGKWhTMXh6meFKvsP6egaUQxrZ9io+HiYqnLnirBhlO3D2Bbp1wkRFrN1/G88sO10ZsfrGXZWSJS2GWeQWDS2il/sB7mPh2/TYVgyo7Alx5q++usbOKG4mNwhc5XtJdGhXnqRHsol3wQYT/YH6+TPSZHL47EdTlA8uPcNp9P/8LbdQ25TGyYq3fEx8ASNu9VOhlcYpmE99e05f+3G5j97bkC09e3esSPK+UNj5ptHax67z0v9XhapemrjGnrFc8IwmudpkG2d6EzPw9xro7uVgt2ZrieEJeF1OGm2C/ou5DsPxSuvET1/b7+NjlzY0JdiMGTO3zf+vzJJrFcwd93BcwTyBf43ozc7nIqHntpO+K9qujOHQ927RXLe74cuHaD26QaZYdnR8vr3h3c2Ojm4eqTiHukm0yl8f/jckr6tLqNYvOD5AYkN9/G73P3y0S0pZYk8Ka5eE4a2sqbPDiWvL7/je2G/Z5Z81uu9n/d1uEvjZel9S0WPI3/W8e5JsNHoxE48H3ancdBHpnBZE+YpL/t429o9pYy7y3uVvgycZ0l/xoubMp5V+fw/du9s2b3chWlXTYHtHvl/1xs+6h73j3D+f3Y4daM6UtDgJRwruBv+Fip3vV1dlx19BN5qBY4NH8g0hyLNqrOSvH2FvkpUVmjqF66526RL0JsSdfLRTVnuFrtcljeueLocRHxbQ3LVZxP0SNYWvTfV4WMPlZ7qHe3sq2fxsxZ8rilx2XztxL6dWGTDVe+tNM7cepXTvxu0RMtgne8VTXxyGHR6S/IvCF03YE3u7riNEO/fuNt/1VIhY8nJthHNL+KmKWZTWVePk0ivXCz+Hc2Z60n5hp59dynvEAlc+ZvWwUQKQ9FuLJ0Of6G5dL09FEfhpiVntEXUzj/VxdUzO4cqhfy/60N9LWJMY+z7193wurndNafkoccILd2GZfl+7kobJoaePZVEo1VyFdJurcS637HWD34O31r9iZ6Y+ly/v42T2Rk3tuSLtQXJBQJHELH5xi5h5gQso6HYt98bw/TSLU9u5b72xMyH9QkuMOssr3WyamC+zAj8b3U2ape071pqmpoZx46Azxi6aeO9An8GFVJN2vPYfMZ8hxFq5kI9z/xsv9N3uH/IuTl5fmdFKhKHb3N3nIehVQ/jalQUrtPUuN2pe0U2uLsFw/hqkq31HaPjZ7ZH77nf6RK3mkEn8OBpozHnwTa237BKZ1yn42rwaqR0tExPfZbGZIT8In7tqcUSRaL0LajI4Zptus/l/XxvNA+8ZM6STqsZZO3XVAJtuJYT0P+GmG6pp/uNpyReJ4P4Zubw0xJnvwtN4/ueE/H1HV1mOb8bk92t8vuHdC5UwwGSTA2n4F4NF9hfKjG7MeN5gi+lunujEp+EetnaEq9IbSo9/rh+ZqOgyMy2rvZKEMuNNa1EMfOqk6Pjd0o+KxvJPGo1t3l3R1zJHGLMXJuxGFlFWsvP2a8i3xvRUGsKZjMipZH62GF3hINe3VPpxsKtjvrx9tHreHUux8bd3bdZrrD1Zy33/cvG+7kdsuJm8J/Hd943uNGXLGPaLa2NxLgfU3tGWKTDd0LzlpKfs0Gpug9L8bXK+xH67X5GevOb4TdjfvPzus6RpJ7/3BoHN/OKfD1GMdzYxHMuWxqRnxsOUPBPoKQ1fa5NiMPsV0v7fjepnGDrbWTGQrsuzWe+KVJr4t3nO9EWZ3TYYusb3jPxuilehLKfbMUa3HWlxe/Jp0u1IojXh5rwS/Hv1rtBmX+/G7cqfj8vfppL2p4bfsNeL9Y9kKCeIehp/G2ph6jdyY0s1jMI/S6aSl54iLHe5b/xtvbbmTWSNvY9Q83Ws64ERdp6s+QjeQryB/G93tAk9OVfn0y/r4Ko9SWQ7RY37pEzBF8bodHmYuYzupbfTVTiFTVLiRmDVe3o5PDRxg0gk3S/v2NoxUrdapcO+U7+2NGaVqfGl0fmf8lEu+0KIyW+/G8+PwldR39R6y5Hy2ZryWcrlU8Z/S8uQid6h3XuN6m8zpk2Etvuz8l7qvFaGk80FXRxuDQR+GxGvj4L42oW8NPK81u1zdSyt/m9LdgQ88jXDQenmo5m4eEbCgWyVOzui+NkT+N830/Q+1szF2XGybfxVnO+tvPThCRPabUHX6h+W7d9ZtrtwnrG2ScuvKKpb45YBxOmgSGPS1e0GeOIM7U3N/8Gfhe6Wmd4UZSwJty03/+N82tYe9pfF1vpjfSDlflmttz1IXH4rcJXl/w/4RWkdBqauQ3JsjcqRdwVJ/ssm1WUO6HfKHfjauG6C8nLLpPZK5y5QqEj/V2j/l/9xtwyyvkayCTzrUhyRe91XDe4fqqst9nHU31643OzQvsDlXb5CetozS29uO2nniTbWPqp71WMHcaOX0em0Pcve9n6usbKzPGki/P349sVuPccu0LVRGEztTUU9nL/1jZTxcHFMectsLll6LJ/1dJJp/Bv8osGE7lgcR9kreV5Ef+NvU65oOfJvG3NLbTcPO+EWqua4eV1qIvxs/0Exf4tE6S5klY0m7LjtnO/xRC61r4ksWbN8HlV3PpHydF1H6xfG2hnl4EGjEhv3ZjJ+rk0fmVbrqYcM6T1KD2554f2XpfG8NVtk9pZJb7la8qulmMtO9/tEJvQ4SlOeAWY6HJoRTTTXiN8MVjNUmwjLmxmL9njLtyfxmfS2ReNghTSy/jar4RdGilMk/Nq4f5IQoL/7N+NvUYQex9Q9TOLn10IcqfIU6v18WXPYQay5fbrw7rJ5ke/OG8fRIrOsdIcLZI9op4l9n/tyfjPRvH5f78bWtv29bm9o2yOvOcZ1DkkmfvcPVjt+CCFvuIbo4+pZ0aP25GVGBbiZ8Juq4WV+lfUu6TtIaSIxL630N7f2XoQVaLU+zfMTjoEobIkdET/jZC+Nqj6Spau/qe+2UK6JvHAdSGoSOlPpW2qden8EENuH3Lob6jKGLtB9l+KlIEWr28NYV2LOGoTVmD/xMkvpvYM/DlQ9Uxd/h6Z5f68FNkzAj3XcbzulxJO/fjfGlJNb+WbB1RdqXBuusfQJPZouOi0TWk+mH1/9iO9cbfMOcNtnkGzEcVXtjLIV37Px7tAbq0Ia9xunDfimaTt+/+F8rFCPDerY/yzlZYOZHy/X4ekj5TpVvj3cpuGFBMv57+p1wV/h7UMtKeGK72xMq/MnlXJvwphHkQp9oc7u29HO3sv9eNmWt1aIZy62OD28uHNUwuHbf5lgn3ppoZJjpfvqxtylvClWROlIrX1fu1+xaztDWKrgCDTPnnBOF142GPv0olX5Q191L4XjbKOs2SCxty1JEXej93YFVPuCQxPsv/eN3bfXQgv7Yzo3gqmzux7Qb1Hacqa+dOY737yZ2bO/jb6Yzz9cO1fWXJidG6F5uo6rgnx4clqMYOCp61y/jatpaD43bnq6jfLfGouKlj0sSNbccrFEonWwfyvi3Sl9fxuXpRnbO70HbelH1b/gghDp7fUfYj/+N7lc6Fxa45dxr1S/nxiUM33xYc5yJRoXgel3dXwrCZ/jsY/8e7VSLBcI88zyO/YQr8bspI/jZl3jrnkii6Lc/CJyN8Ea/0TW6vfBBnxW20pMUa9pHqxkjm+RdpPcn8bxRup35F4tzLhvUO6yub8xN4McEKK734brO3/l+xHvqciDTwviXPL6w0t///G34/TZM8DUjqbdmxOdL7l4ddvCXR2TItZ/jZYPzUzV6m9Nqels0ntD739QbT2428VtW82EO62//xvqq2aLpaRZO3tr6qNYqkOeUcLNK6M3Yrpl9a1G8sSsyyZgP+5546O+lkhI5W3/rPoJd+lxNW24A+prYl+/obVOLqPBtUz8vQvj2/i9EvkXhHBLTaOKRl++sbm2lu+WIZbU+GszJxUoQtX4tdCsTUZl//rr+HrjTGrqn3HrLe7OKH6Qv/5nZBHQ16VI6nwQv5QQQoVit2jaHfIe0y+8Vp8EK+WS2/+H86TS78Mx8EE/KEfLPEY7ysu/HdRBf/bxtr8PdXn5yz8qqxx8O2C/8bLyeeyF7lu2i8Pco35+rJM4qFSqe6QIvUuqfmi3t1uW2QotpqW+N6RfvypvJshrASPjSX2Kd3jQL0f5u8V+K9XZgXxm343GgZbcIL6hk772T1w9G/81HbmUbuK//42Ev6Cf5+Hf+uhHtNhOqLJtcqmv9WP05mkRDgqoL42erHtNYe3c8MCiyLtqpPSSygCK4K7ZJVjM3Rpr+H5re+HdDe/1HjOlM0pbenob7H8bBL/tzst3Poxtkd8aoGNi4vYeXqx+d27AZwQ7C+NrZbIETP6/qaGnt434M8BFqhz5dSu9cLJ0q1CljfFOlgz/uaIfjea7bfL3Sr/mom5+JwFqXIJPmiykUMs9ykE/x9r43WFfqSypTV7mvXisK12pOL2hzglo1mTWxoDjBpeGr5Bp5CT7/Glkjkt2YcDhb0RtyxCqvm0w4+TerOPgQN/dUqfXf2N3mBty5h73Nz7Nyoy6MJt0N6yYD0TZL5MbJ9yVlFamgzz78nrlhnSeCnXzdvWBFu1dqPa9oW+N43S5eWmZjdaxecvGarhfDkm5HvP00MXEgPl+r8PzRR86bHOy3PdK4Xd1nYig39r3ipv/mnmqUNxfG2nbN2a2iyrtux5mXHkKDIXqxv/8xcN/NXl/+wQUp2c/LISwSjag/QOZTeFiKKoy7+N6T5WRwvWPWJv1LkqaVfWVDGm0rE70xpbGdF5PhK+NpvWhzLbWLmy46taURffpn6emt56sz5at0Tgn8PYcdJe3ltE+Krm2M/wjzjQ6zm4n8bbdIlzkebAy/zHf7pMiKP4o7hTz23eTh1yQH/D3l6Oo0iCGnqjXTOU4cuCkli37nNBUv/2N2r0oYfcabQjbw7/7d/dyjhs0qLLAiVd1LYMs0MSxEqWHiCZ8byklcJfjn4R3FzJovD/RVtHjP+NmJ8d2Sux9KX4QqSdGO+U2vl5i7t3xvNIsXazhm4vm6KldnQvb/hR4EitDLr62mUR7RnDlsj+CrlbC+xUfFC6mI3L/H4IskHrnHxtNtAg9R3iu1p/JNZ9u1k+pT/cJBp3vX2H6v33cewzvhGxgy8Y1e0cROw1Lq9CSH/yeDPw54xkv3mh8F2OUyTO5l+2vGlPj8YZD+XNzdmuHdyNTNfMKUH76YPNHpEUvvrjeldK8lakg2eSdN6yG1UkZSjk9pwzT+X+3xscp9XU2OHykH38Vzqv7KHI8M2/0jtPjcdqLNp6rX5Zd3CF+bF0OhPmTFSI7juNgW1ral/6w/tnQ1teTWUXjL0sVwh8wz8T1rO/jc3kuVbGXZ98rS8hq2hrzfE4GNLuLPpH8baD3mWi9LriyMq1D32dZzDo1GR/y/X0NybEotIkuaccqfgyrVecchuTmvDEnuyh5L5S/742SeCHP6Vp2BvpxX82fMdZlFYgQ+QsS7UrcYv7B/42rvE/m5tFie5usRIpvtHT4ZZEWwNkbU7hN0vl9erCl0mnhzzcZ5f4h8Nl+2SsbxrCsOPz+5h0bP5TvdvPrDV5NKMw1r3mQvJMwZ+X63w/4bEnjcrd2LcPseXMFnUP31z0MudLx90/jZH1CLIQ1FlOYpOzh+nW/xciWWAM/KJ1P3vm3MZGX63UbIT/z/ji3z/h96aDGNHprUIHT23SRZiqLL/rgg54d2KWQCdv63ZvvNy4/kkMlT8Pbh2tPs7Lx7b9qbj5jKF7mjY2vjZcSqbNmJXikv0tytVdu2Lf4peOjcSdz+rF2w3E4Ma5MbfpgNpzf/dZkNThytKNyu8mzEThs77czslkwwk96WH52rmEF87ylfhuc9ZK44CN7YP9NmRgz8L/G7tLlzeewh+duD94JPwfG59zLhHqGsaFmda0+Zskcg4cqKVdrio0PRKiyuFV8bt21zpKWFlw2ebztVKv9X0d0ap/Pxot8bSKdl3Y3cw/OHPLZZzB8WWWUsyRQJmrN/8gJSSXF1havmyvxtZcdXPGVNLY2d00ptZr8T2F7fCrfGw35GVcnm6w/dRzlGZXP1dqPMnm+4DBCdKjPYLGnF7WglNfGYeNvjb98ubo6VnSLQ+I6m81dMdLOpTIinlaH9DzUfxuyo0ec9J81JCV+5d4O3hyTmw/KuUzukZff8L4g3+L7CC4XWtWNQXa9dq97lHFWoosXx3KusbS694mRfA+wXizDIPq7frPvtcb3CBB+tVkl+tamvvQOiIV8+lgdQptS/ruNvF/cdalsNntSzUbSvIPa88eUbwL6sbN3lmsdU82YDv6S/lrh3apm2piBAehFah/YBNpPx66j6bRqfTXJl/3xsQ4Rz8XopsRNRJt7k7dHVfhhs/SHuxMkGZ9JxWTgxiBwr8PevZik8ZdlZfYOoZ2YPGf35+wl2Z8PQtpHF7uqXbb03j83SW+1qL+Gu6+HbBUz7zSCHQGNu0j4VDhSpQV6qu9w8lzxtVy/b9Ddivau75hV0Ic49h8+8Uows0JPv8NSa/Ub4ecz4esxvue3h0zjeOu/42BMeX2Q+SLWaFJIQYj1wMMv99BWFHyN9tX1Og/a/z3P9gksJxtHUbZP4epx1fhgVLZcXM5Wm+PDW9B8O9ttbq6SyWrtIcsKIqJgaaV8NRcLg08ORqjg+h6NeGHc/l/3w7JWKbZvUZ/AuyMkSeEzH2lUR7AVL6q5Y3EuX1Q4/XZtWwd6nUJn9b1mB98GVcepfxudziyDKPpLVpmbdJ3fwVnATer089sharTU/ATe5b1/xt2lqbQyqMx9Wt5P4OmmsW04wI43d4o8+wG/G0Kpg92302o7cE/uT0k/SBFImTQ28UXiPfh4uw/L+7khyN8SYRKlfM02nkh2Tz+oZo0Qr4MJ/hl0SNr7a/uDMFhmFrL+94f3uHvZfGGdduKVmtGMlX6+0LjJS+Nvd0izfrLk2NQyDWCeiz6tPh7sZ5ftl8EVaSRYZb1UbG2qGdOPNg4ZR9uzEHHD1PvK7Ygm/v3w25m6kGqxf43gy/mhapsYozUiXilI+KPNu9UvGUdoRL/G8uJl/28by4XWi8rpW/32Nyw30bYYclESNtZsqf+iGJZNIqRoD/ggpR2iEei2XSfY0DbpPDOMeHtX41MS8a5f+sP+u5XVzbVkpzgtS0IluE3jl+X/3G9TjNR9aUaUtlmicIU99cvWtzxz8v/2CC6aPU5QtZTTyHDleZMPKZS20HZfy/oby6ivI9/lSd91cUiF4WV0ipuB6Wk3jkv++H9Qjbx7qG/tZJnHcwlBJ4c3eWzPB+ewH/G8t1DXzJvy27vysleVSr5VrhI7EzcxSrrC27/evTSa5WkfQoqjTSWO/E6waeNxpldzHnnttpryZU5pZVzzibr6g3LaXbahFjLMlzEwg/S83/w7eptn1zXk16UdTCcQjupCuv0u9TA6a8Jt6G6ttxb4f0rF2isO8Jn+EY6SHVzYfv1hzjb+5fu4Fm7RGlfjYzSeGsiuphGZI1ySvP1kEzkANIuWh5I7twX/8Pb7Xm+5ToT41xEHPD0gkVmulkmUIooiPh6J0IULnW5r3DKt0dZ7/tHw2nsS/94fl0Ja2VbmhVi675PkxIzDs9GpnQOk1odbnwefRaUvjY0rO8vbI+8nSxOlaNZPsRW3k0N+tqNLcrh7VcL/D0J6RfRstbpLLdYyv5EDf9GGv//jcR4S894lDVSNxVsb63aE1mrDK40wTfHt7/x27ijKS2qiTl5I/D+JrD1VIRQxqa0GS+qyralIl1x3/L+vY2SQZHS0r+qR+4fxrqfcvfvGbPiLffxtp0RzKJskfccTTjtCHHnbuaXmmVKMiFhRDhJ3jPxuCSGkIx6B2W35nJqp32qF6kjRUqCyrIP9+yquh1sMq1I/HXh1sDOd5f68bf2Sq+TlYm73Nbd/dEaRYvtnBK8bynYJfG3xPbh3xJ9ZoLpOXWvh7jrf/8bCtE62wU5Hw7cst/WuI5YwGVqjcPFtHcG0GGHZf91G3ViJ+fm5o+P/Ow/rFfqhmwf8jZKszaQzLty6sXi8nT8bdTJzlaufpaETpWm+U27e0/WDKT3aSWpDV+jjBou8L0gU6Ks4ETySzLu7m8TuEPj+v/xtpB7PlM0ENba9PGS0nLWz6lX6KVkINUr64mVzjUPv/8gdgQt+6Q+/yfjbtYX+RDmG697+Sxl4a6JnHWq4x49Dvwi/OL433SbltNGqR4xjxD/dm7qhuc7UHaS1UaLBfCnNptHqfklaCrCZJvlbs/D07IYYlasywZOWpNNlhn2rj7xJBvDxyFaTrA/8N9zYU33h7I2nvEa7r42XM8kzJyxBpNvcwWhJMQeCjiN9vnSpeDJk5l5f9bGy9XhFK1eMkrKzb+p0Pc+2zLMfAziia4u00xfG0Vthx9U0bd7bTThladK8kFG5JCtM7MUpmUBwW5aEjLVoeXX8by9x73m1TY/HeHnVL1OywJI1t6ncORRrsD3xt5VrJnD5WMpVYdebU9EX4b8mGS/BI/X2CE9Xg3+H9eei23SNI29Y3jOXpdwrQl/JQmGotx/jfD/Q10aX5IvZ/moaQqKu9BNBF29TgHkfL/eoe6zeVhpXNuE5/LRPKsfvsbIr/42Q+rLg9pMlV0Y6m+8CVdQjS7RLbTLu3W3P68sShVQJINScbd9d742zBnFJXnda56SPrun0+p0sAV/qzJp6GI/h+eP0h6pvjffvh3e0nV/4YubNtYx5jYTH3q7T1vUnHW58byOWOork2NPu+75he4xtsnv1yrNvw7+PSpH992TjK8YDcPdO8HuDTw5Dfm/4f4QOJP8EGz/DMnhSrZOXIpyInbA0qjmb0WtWo0jDHxspsK+Jm6ioXHlxzvi9W7L9tcuzLG+tpsWhgtTVcbS4zL/b42lp9z2fCPWLydtq1eVsIhy+SzJI4dM9ZrBVwZV7S3O+H8jPhijXZ+vMsWS5Yr6I/CHfAyiqGM39TEe9KS/7WCDjq29epez5tkeFm8uQ9RnZWazR+X7WcWt/QILQqodoG+kXkr/bvh+6yeTQ6qZc/43dJrL1Lqe+Hat73hvpUoEEez0H07IJfTqJb8jbT34C8neq/42r8Z82BA2amP9au7Mb97NuP/PMfkr8byL8ipE9nZtfselGnpL/eTiYLc/7SJ0yK+Ejaojs3r+N7F3wvzyI5sJJOWjX6HrfYxGz9udveHbH+NqZaim3pvaLtz4JvWqZPttplpd/toGrpMV51937jeOqF/litq4sW1lUSiQfcc8crzi7t3nw551TJ505fV9MbV5vJpY0B5mJnLHVmtMfWSTek4UkjB5k3O9BLy7iQyd3p0NngN5ompW6pWqMNnDc1NU0i4V2hocdVjLbyP+cv+NoppcvXQZMb5mpeDc0eg1+oIdn50RAQbhjm87UlbhCE71iy5RfT7r8v9+N0stxS2DL4tLaPF134pkyxeXVgsbVKvTecq+NpKtb/HROWDvldNmpfQn5v2OR6cR1IT34lANl2cUNIsRqNPFUJEhfxtRXqtvVOqbflT84aKGVzOck5mKnUXauJt+p5DWA+qu8bXVWty3m+KZppSPKmySzBY1w1ZgZ1SpUzTYrzl6Mx5ZSX61UP6a7Lkpskz+LwySNDD30vK/YOvaDcKp/rDHGOBLrkf4M/DhBqkfX7XxEKy+6q40t3awjH61qJcXaO+Z8aVMQvK9geI3pvm9N7xo6FfY3cqN89x7DqmCavU7y+m/yau5Ynv0QvXjUU1aINXtEd6dlcvp+HpRx3W+sMZG4iefvHP7jX+DsRT//XWNyaMTPswrMzRJjNZPVxJN4FOKBbzifFYS0Xy3PHpxextBTO21uK2yP5ZZk2szZ4OOmUUYgSNp954NdenS5fjeqQ1eZj8zlDSz5XS5i5kBjlwn7XdXEfORQsZR/G0pE7hB6bt7dShxbIQXrsJcrXgQvfmijtJutOmGma+N4+vdcl8V7z5muHwm82bC35n55/G4R14pOGO94N6u2Jmv00Nyuztd7yJ9KPCwQ5+xcq3HXhmvcEGRVe7YuPcs5hBplW/3iQZ352V5I3d4Z+l/DtS42MK537CPxNrbN9WoVti91G5kxNzxftEbHYeR9Zrzp88Rpz6Ho/mgyaDF/Gy9eBzbk0OPVtcOSPlFF6p6gS7htL/8P3p4NS/IvaN43/ckh+46l8bH2e+V9ZsGYQ5pWvbjGCgr/m+2ZLUtYzw5FKae/n8bZiBWmQf1qK5mV3krr77hxRrFLqs6heZgaRuu6RJPSTAlWk5cdfYIM0rt2KL/GtcN5ztKcEDWbqi834TbO5fr3GyJWCLJ++41G1qNFFuvUgn3TSP5ADbis1wqqFz3ST9/0mv+N9c8L54UmvT3crIjXSt+nUwual+WMjvvd2+86OkHjPxvlk2SyakfNPKCX3Kd7bXf4UsTZ9+NxrxcGi6wvsoS2tDKcu5iLXagidcjodrmy/942ens7mly7oQWhU0j9SP5xc0sCH3mgnDr3uW+NyvxvtyyG+nVRvjjdRZSKNsXSTKvrpsj1qSqk+CDxnF331utjuhA//Pu4K8N4MGLj978L4fvyon7Vs8m4w22DPbjewoT93T8be0SJZLbLNCVDKcvE/JHP/dRifxu7c6me5Zrc26nOzRmtiygWrr+NpTwG1afLT+WLJ2L+Vd2jzXRv/n5UXw7qap00nb2l+HLlcZBSX/1CdqP2i/4V0g+VHbz8+L7vVIVXjbe7os6knmfJjoRxjNXxWnGSh/8bqD/rZjPdl3ev2l2U8Rjd+iX/4IMmaRvc7nt1hp2qiD/Ps/8NS+vcf/D6/LZHpS/0qY3MSP0x0tzLLtMsT8ftkyrs6ZXo0sJJI1bH4hpl+T8bV9Yrq7mdI2l69rkrqGomdPIpXHcpqe+9U/jce4vS+jf0Nc+KM8pszWMLNTHMvCLNQiWgm9BXPjaqbEgvfZl3xlk8r0K/7XUKiZTmDV3wwr5oftFdMwtfqNgi/qc/j1Sm2WPbYgc9+LkVIM0Sfdd56POmBJY9uGEGi6xW2RNk5M/hXrdNrqVJajNzPhMy4E/h/uRfT/h7dkoYxPep73SjbLralvv9mr451hz+C/uEX9r8+MrPTglu3KTA6QS+NlmX3fGXuSR14Vb5v3Hxr5X8fz+dYM+/23uP+dRO+J69HxVvjb79AKa3ce/ee/Dlc5HZOEo2WNnvuIEuhcfCtuktbYXEGqH/UMyZUF8h6Hu7CDX/8IY9zy5SHJiL+HZGy9PeePhOFh6fynGIyH/4eh97x7tZ91sJK5XmKG/qQtyT/Xh7lZW4aeraPrCF3TiYJXrna5B+Her8bzbHFsmkhjUHvtBaF0v8PSpFsbyUEfzkf8O3xDGTuVM5Txk89v4a2IEHcdqq/NcwrfqFd8+De98eSPQdey3DLYT9wrVo3jzHTfVyv//D0ejNmtTSPtRiLJaY4y92B/Yjh61Zf8nG4p8NDVSG9M2493v+EUyLjK6rxA3D7KspRev+CXV2rB9q5y17jfPNVnTGP+j5CTB7IJERAbPNHT9wZ+GsL+HuHaDo2qpOE+kMtHy24kvX4+/PSYoDygAAB4dQZtgL8B5+Gg1xPrHO//D5NmH6tZd3Oy9R2vmVY4jE0VmZL8OefDNhJ3E//CPma/Xn/w/0lPKWN80iN6clHuv/gg6jPaRm+b6xviA7/4Yrb6lkbPE/OrtvL79YbnkfF19uEeI/l/fwWc/qvu/L8b211Pra3pCttymVYM/k/G+X/7G8X8nJt9vGMtqStO3cYDS3/D/hV9u+t8X/GE34f5/bE8ru2K84d4TdJf9Rrs+G9q7nDD5Uf/+F+XOXSbl+VSQTKjhfDEmbu3rh9bVN9/w90a6jsgfe/9ppElilRj9TKXrh/oRpbpycmL0iptGNX/wX8udpVOOq6sfy+v4b8jVSnCZc/4IOG/S6vxlaWtMDiieAm/Xs+vsNnrpva/yxhiiwZrvFEuVc549dvDeo+Nhn1S9crMl3T+dt0j7LG2UKHXNeyyIm9a6kQAm+Pcf8FfdakhjR+O3ZdcfBRXN7eDL/WoIsn/fh2/KlW2nutfDM5cOhfgnrVlTXL8MXqW9p194PyS+CLN1ajy/BVV524b0n19+DD1nZJfKZ2eYee1fqarMhZifxt83Ns+ZP3U/Xl1J969CydGC/8EmfIn+/C0n5dfj5x+k5K/wYZtpExPYkWKOX/X0H9p1z+u+X8JPCOfwTXeppM27w/Du8b47X/rl1OCP5R//gvhjlfUm178My1Gl1L+Fd2jw5JwYeosEUNlwir+aRj/BMVRj7yB+4BmvsLyIu8lywX42WG2vxtE946trNhpJNF+tKKZTbXqxgp0GjXGc49lMiRfG0vmP2ntY7l83NKof0OHj4brviB6N+oenTVWL36X/aw7o3JtmzSLgp+lG9lEVtKh0FaVmwU/gqM0N1fO9pScu/D5aRa/UZsTF5ZxaI/3cw6Nfx/Gwv6OJ4zYd8lNW/29pcU/csv/w7i91u5abuI9kdnV86jid6SIF8eD3/BfN8tMO4pq6wy0b2Y0+gj4fiaL1vh2EiyR79b3p1g1DKqHjP/h3aq1WQ3zYUVo8ur8qeTPw9cNdcfZt3PjedzfrKzjI+f9kd8bJu49rx3+HvEi0G44tcmFOlOeyLZAWOIPh/WXT3ON9VnHlGSIlHfwYc1VKde+Z8euvCW38bUZZ35GfPbt0a/EOpMbxZ02YcTaoodD8PZDuyZ5G6mYzih3k8wUDatX/4KOXG2mlmFl/9QvJm5sxfOFZtl/5fXfCmfv23hzUdfDdRmsfjY932m/LFeSrh4bhwX8Gi5M/lPBKbi7Y46iS/343hJ18N+2w3mQms55yxedvHz6X7fwS+br3OmX/3DtIknubamp39qZyUKfLk6fwpebb993tKrH4L93kPqxtmOj0OiltGDtFINKhdp8PWxh/EN4W3Ptmz5xx/9wehi5fy/1422yzy2i+1NtN4b4NdHH/qqQS+FqJu11Ph3t7APRMj6edx0mfxtY1mrpMinJOTUO59vbYCT39Wu6Rfafr+X/7C0Mxzxv2m6Hn8PzXMHxp2+F83jK1eT6ogvvTo//w7Z7iGZp0vqF/U63zg+kWffHBf/xto+cS58iOIZvxlcIQe+Waax8309ugS/FqKX/7G57m6ybVcdxa6uMfVvrKWENwsuSkCQV+/11RJv7Gzd3dKe4KqpVNVa1nT4IWvDKf8Qvz6j56heX/XDt6zopPuJdYLot01PM/WjqKTn+CWmZPwq1XUiy//YLKzcvnlty+D8bvI5j6pSay99IpTsuHCuQPB+3n/G69KJ+yD5Vn5FNO+rB1QJHv5b2AuHsy/w2XJ6j/c/Bmu8OEm47R3i+AtfXqf+Nn2OTr17jBDQvM+/Q8cis1kNRcfltikyf/jZ8Dfik4l2fLt9q9Np1fpoAjb/W4ZCHzxeVHXeN7ajTGX90an+7FqrHOcEF0jLrCeiJ1y//YdrZKkrsldN/uECdKWUw9LJeEmQavL/3h35fSP75Fyji5YGben6h4h+FufzdUktcaw3yqzjKz3xuM0N+64lO8/1rL4rwqYdtqsStbYRT9/8v/Vje/bzII8uK3TaLyQO+YrpvzMq0hfPWv5l1+ELt/WdNEe8apL/3je9KGCknyY5P8ZscGGeR2CC5n3Ewvgm728m5a9xvUJLVZoOkg4Pn00nk+I366ZYmUuNQ1D65zD/wQdm6b1oPRslsbKxDPhi+kOdr/5f2/Cmk5V5yo39TbPLxD4fktuluNmTlbm8UY5oTRv+1kFx4pfDFN6D5daZVd/tgWfw5pGdUuVcqr5f/sbvE8fhc0P5ycks9zDflkav8MeOTjTWlq81ciuaPw1o1+f5A8/POCe5SAwaeev6OHrX/G5+18kqRsbNq50GPmoCqvTwzFqOna052X9/BBUNPb1JGZ1cNnD3KzLh60fBBHPM98sx2V0zal4sOr+KNZvFHbyTbbnafG7Hlk+jfVZ1vMjd6qmONtr/+C6OyW2XdcH4d3CfIqUuT42KDx5aQdyx//BB5/w/TW+x6tv26INRUXxs2PyLyNvp3MdeqqXoXLK7x0yaFXo/QzTVefZ2WF+49PU2/G1TN+76jfVhb3zhENor1rS9fX/jc+u6mTu3Ox/r6hxdwa/4ILu4yrdeeS1J+IZX2/4JXl6y4GV9DbfwmsJ1IlMFUzbf8KHvvycPdyAq73OtanD9ZB24/hWObr35dKp45yj/D3Nl/voEEx6MZrnLz/HswlBigf7G/ATtL95/8blg6/PSZ99aTazHJrqqD5H8GF0Mlev4XpOW3yN5I3lrfeHY//GyOnF7lVPz7K0Cf1w/Cdpz+Ev/hD+e/h2W1Tf/jK1NBhHX/CdoJW58K5sbWLJnUPbl/waeF8tnOTjtE7zfp+ZbX43nPK+U4oOYxNg+zd26+K0RUCDM7BvVoi0OzD7Rf4f3tW8vs5sdZwIH6vv/+DCrsfdzln5tkxOYK//Du91UaXY7p5Xpli0W/+Cm5/ylqbV+/BhjdakbzE5yH0sbAdjarfS/f0NvJtLWwpqKM2u2T34aezDwwszvhHEPxuqGLMOO7hs9SDHv2N3TLsyD+nSz1hbPCv8PcXoe2hMQfeO450hB21L1P/4W6e/Wov1en6yTJzdtf/4fhD+VSpCLWNs0ZsU4WMPkCuhyRal/42kbljwqpsdpH1s2PiYaXi3iX0Xy/3uH73MxnvTum0YX/hC6hC0t9bqNmNO9XVwkvSTjCcxJvneUvuQZx4omEWjTdIHf43VVvjy8dWr8dbS9+uh5Iv5jQx3BBlEyfgs3TrsuQkX5EgT7dud+C2XxjfSudlGX9fGySVKVj8merUdcHXl7MJ2CT3BX8bQdnfhC25UlWfw/kPsS6xvjJRzGEXJnDjp20kP/D+eRrT8b5qfj+XGK0DTw128gTSbT2HVJXBX/jfSv3Ws1XNspupq6olt2gqX1vxsmrtGtqHzi55LM/HGbB66C42BrxaXEYLS/3Sgg1P5gy6r7qN2eyCvJ6QzoNMM39fjcb2ofqUnZVOp93HhaiVz7/8L31wvseElSfL5wqZA1eX/fG6qruE9I7zayVX/xj9u3/G288fHacm7ZHkHyqQGQuyqXWJOk0VaX/vD/L3qE/SiWidf1E/UvL+NsnL6zYTpOHxqt+fBIJlw4RZfy/+oIKry3M0/6MoxaiD7t7L/L/fQX4I9Ivqkv5A/KvL77kjazVm7+FtW1WqlSSjxJbLMbJDj/8bXe+ePpKZBSTvyjMquC4QYfD8XC1rjZ/hVo6hfwuaj87Suo6bf/4XtTh3JpHlOq5bKm8zS+/wU1a78ne32/BdjVVllyfPKZft3Ub3DQjfIjzrTJBbKK9YpBQ3VQk77HPgflpd/jdFC5W7efuy++p6z/nHv+CDqTuWPLf4eP+8Gpfv8P6vjC35u/SScou03h693pGbP4MOPOBvVYX8YYNHrwwi0ZlqlMn8brV+86xn9sqev7bBOq5f/sbe1qXt0mXys2m+ZKHElzxJh342aOc6Glqc3yfoRcJN+1RP5fq/Cs+zF5NnWFO6v+hu4X+9vhPkpp3Znhbbq6MZLqVAtP43W6KdlPUauJYMn2O63yFHHu0fXvEeH8ErA1fD8P/PfdhHuVa1UZ4XlR0Mhb9Yev5f/h3pJOr+2SmNya3u+9VG5P2pXJe8ZMkXng+e5Of5f/sbomt5dvq5dxnPWeLd7qvxtXnVq+rtSJub/X+Zp39jdoL/He765F3uHfbOKVM0T2q4Inc1dn/jceVki5erU57nysNtV5uCfQ5N/31gv1aVMVufTpe9DGrLAoH1DYHx8vPjZoii8dzWVRM6vxf1yePKQSP2D7JB9Fl+659l/b8K2m7NyVx2SVqsf86c6/UPw9U+e2r16h6SPjcaF/sf+NzbE2M3NsysTz0nPsFmxxta2xB7MJM989fRzTxrBn6z/h6XZXe3WrQwiLS7/U5AJfZrNxA8B1fCseqb3dndExP9v5p2ly5Pl/3x1k/vean8PcOvOEnLs2kG43nrMIe1zC3TKPqv14kfgvqoXHHL5Bf9qwN/wxkkZA07V7hiUOpLq/+GIwz/lsYgCkMtlm3/w/mcqhXvD3W7td1NTbXf0yX8PTZ7uwuRFbhvyxWPYcmpjRF3DdpfD2mbN8nhfR3xc+G4/Dd863sGEuaqU9QXSZUxD/SYCfKn/4U3ejRy7zxt0lCFz0xl/7xsOD2/CiRBuxr5PhjzVmyyN5BUk1UIwj8L+1gwe+Hc2jVCPlky4akX7ZOXAHVciuPtWzFwS6LJwlpX4eufcnh7jdayjGoPgEU2SDgBD6q85zthqLH+ENX9Iwjff4K7cgtJZddlSzUL8Mv/qCy1LInU5PT3vC/BBkdKiMLIleTydTDzPhHZrqDtEQeZqEPpvhW5tneaDepRN3Q4j//cMe+DTw71DfSUmk3JVmky3xW02sQlHq8hcP2z+Nma6dHLUmn9rqs/qzDNxV//D1w/w3jazve59djhnkmewxvegc/8O31qM1Vye+WOTy7/+NzWeN+7ojZAm3WOLQmw7eyVsdetfwRxyn/4+GMrLtoozYR8NtWPnxY4S6ftW6Gg/+Nu75enJruM8xsq16TwqX5f0aTt/+FeCPpLSpoNPNrTe84v5ZvDJw8xV8LT19So/pZNacp/+H4mwqWfS851N0X36frdj2gh1tA/SW7/h2TfNLyOqfNg8RN/MfMFihd/427/1ktM8dZmaRv6azVp1pRLe/CmH2QuP+2vafUycRHPw5VVVR9da4bXtnQu0emGrS/14IIR/U2b8xkVbx6rWjWFNTxAqNs60uD/jeZ5t436hyq3ceQXS6ZyuEUVcqMzv8O6hVuNjmyi4tknY9n40mPCbFi+GLtwvsTYu8m1ojpwXs4Zlsv/h60bIu49Qar8O4CK9MSZHCszIe4xaEHjyVh7rvPX4Ywr/Bp4dji3M25Go2UPe6MubcaOf/hjzy5Gu/MWnqcW+NrJoZekklqN5tfB1JV9/K9h+zWh3/xvdJcnzwIRy/B+o+dFd/D0eXi3LV8aaFmDp2Zzgr/43wS9LTmHpL3ipbrmIJq2TPZ6p/4eztrc2E4f93dy9Qe4C/l+r8PbJlKLGuN5u8VN0tFxrkzS/42zmTZte0rWv2d2k0e5UbkeEco9lXTpS/+o2Vf5H69wpX3rkTPv8vvrje8QsRXmsJMl/Ut8FT3RP+G+3tNNfH8jTLptd9r4f5+qms4v1dYmWWA1xRnPUqv42H/R3MOm+bUbZ43XMk/wQcIjw5ez/4eptfL9VbRTlbhf/wQWY9zdNuqMP37/1BqHVrOfh6Z6Fxq5e+2ZuvlCbcsrkGo2VVD6v/D1dTybH2d0o4ueppZSOf04v/G43918Sy8FGxWvVHlKl53vU9lcIpGPPegzYQUXkmX/6BZ7uWI9mGuysU+7upUg08L+M0Ym3WLBDqW/mLx6Jl/vw6Q8YVfCejk4ceJrYZeRnii+iHv1sK/C5S78n0o/fcz+CDN75uE9YPwSf6PXmc1TT/43K1Q/vPb8HpXPlN94FE8A6X0XDOFQ7FyWaVD//jcZ8lWl2sv5cqbx4vDKVGGhXrfhB4l8IV+J636b/G5Mvm0bXXP9zYnymBaoZ+jiwbZIQR7Ee+NuqpTv/G9Xy6mBFLLQMzY+V2Xq/guy33U2+/BfCfek2tYR1NwVJw6QHj3qU6xR2fgsmwr1ih+UY7L8+OPqw+C/NuWOQ1Bt8if/G06hOpk4XzZJp+1O3m0J8ozp+X76UO8bXHkhnWXLcyB8Owuz8i5GXrq/5nHR4Rg63RsFa/DM589k4fw//tSaP/DGWJiT4HbULIsai8E+lhnMOlTWglfDEn58mk+4CTi/ThPQLT/4W3NhopOELbyYWijwsJ3+U8aKLQRGb+N1WkFCYf4rc+F+GlSvRn0CXyWn9d37DMk0uakLRMbreligz8E/MhfhSkSy/+4X3N0VE+cjzEpMJePcKv//BBPtTkXqe337dyTIVaHfl+vcK3ifK9jXvqlpafwnej/hWzXJ6pTp0vCPct64OECTAgnXuvUbB0sPZOltHnIfLFq6zqibrfnfgnc99uN/xvhGrzc2Qx6M/rzuKh5l5HrKK/BLvdRlZkxyx+N2lfKu9If4XEN87923ysUxh6ppcJFCdOT/ja793N+X5F/EPbDLzi8Njznb3q434SL8n1h7zTWke7t7dOkXJR6N8hlJ+8MxXFqn42Vt+G+soJIXTlCM+7usuHKe8wJCTRv38PVOXTWlJsswIejE+aHp2CBM2n3EMtT/wWS2Xc3XlurH4WncfDOm57AJ35oLsLclA9nf8bQf4u2vh/4krTv34JdcqgbwcG77/4fjGO4KORcztvcnJPFyB5kc4EfudW5T42vJpjdQyesSf45vtsm6vOKzvTbqQr/D9+CZR31WKnH7GmnKK/G7z/J3rVJ0bWC7B6nGz7Xn97L4Jtyx1Xf7XdhaeVPlny+CP0R1QZ+CfrtQky48Pw/zZ9O95sU4WbHYD/8M1QfwxlvOV5vcwe+X71xvP3csT2zOHjxS++Mo0fRfSUhw4HMaYHssvh+M27Gk0ZaPNhUPLi510GmWZ/4fn88+hnRrlwhZsxv/h/CRkPSvNp96xp1nwxhp2aVX/DGaWWesEaEQ0noGl+/+CfDXvJKfWHxtSJXHVBw/JVw71e7KtnHa/l/rxv2y/c7g9lHwktWa/9vg5Gow+5tTVxmmE1t1bdfwtOyifmjONySp9SuX6IGeQe+iRJ38E/VKWUO8nfh7l6oo5Vt9seuMrk4f4vBO9J34YvvH95ivx8iZQdh1fl8L3nbDtc0+Us7t89MM57tKi7XwvHmX0kzvsg1g/CvuWVktx+F8EEnfDf0ePccef9uYVIP01me9/Dtom2vPz6713OaadswPa9iV4b+Nm/O90rmzNi949p/80kiDrZvkgaL6ORby//h4o3KdjjU4IN/T4b10icX5qz6Xf4I542d8RvrDsXZr7YBvqGSDxt/X95Qr3vP8ZE3C+GMPb5y/NVfzppI+WyvwQWqkgT+y21f2P6XrCPBFHmTada4ek8XluGBRdWqnFfrkWCE3DMPnhav8OxZ+Z7uf6bjhuZytQzg/YXCHz4UKlTcDf4ILvUy5DNaym9skblSY8HeK9yr+qf8bnFambfHbySyo2KJb+9/X/BHLFiZQw98bDtIze9PyqkHor1U81/8P1dNg/+H+bfDVfya9sPaP2y1+FpcfjjZkhfDiI0qmUeaf+eUxht/dkf/jYSXn7unWHujUjbf9NMVX///G75ftXbzdjQvqJXz4h7o+KSeEHzjitxYBAN+vrV3wpNO9Su6psyP4Nb43ywRxK2EwlJU1+PugoN0E0Luh2bSLnp7V0BH4X1rVV7tI1NFjR0mhlyS/7qC+TeeJCYb2HuFaf0iFnh60PHQS/14d3LJ+vXjTQs0uh2+nbs6NOw/bf3NtkoM/C8qe9oEvk1gq9nSxwx8v/uH5/5sWMZ+VIHUeRZ1tm7yYR7AfM6edf43nKPWMLuz+EsoMqliuP/hjqtmOKgEcFwX8OuH/h3Dj354k63c2wWCOPgR7qOPwJXruwwV/4IK5fxrLeTJ5h/n5z/8EFUw7wzS+y11GBNejtpP31jaun0jMHyTaW1dRdl58jv5l0kMX+l/fwpLm+2U8X9N7UrFn43vTxtWcNnyYjc5T6+/uzzS9em1GEjwQ5jpDASP1W7+X/vBBpqGdzwjpds0ohWHu4zyXUN2VM0vjeUtb3IJ0arJZztvPkx6yh+/ujnD7ph6RSoP5r7C7LUy/94ILpTl57TW5LqWab5j/7SYfRDfhTGaeQ3JjqXPNo3XMvw7jf7k/81F8bFmni3v/G3eMvfx2SKQ34k38N+8b7tnAwoVsRu1E57lt7aPeuGLJBsy16LEXtOYZtwb2G9NtEU/4L755B/iupblWT/r5zVarxfnv4UuUom0eb+WU+zR3/BNDuJTqeEUqffha5/D8eXqOdzDkicBTr7cPUz4M/C+1NhPDcn7fprbkBNu6nvl/+xtkb6U94U0+X/XheX59ri2vS/4f7lj0ia+sEXqUU3dN4rW6yCY3WUJPL/Gy43eXZGlpSy5s+js1kMtvl3BXl/+wWcMFM3K+1eShZ38bODJctqVi20nfPxjH4s9Txeo/4Xw32UvLjnl/DOBE9LTcmlSBRNVfD27t1rtm1jquG65uFv/jZBfmVmmbyQmXpH6fDjx0m3VFcKU7f+/uOt7R+X6/G+4Qur32uxnxMNd+G0okWvYdfw3zIFL/9Da9xid2Lm8aWhCTb6j+yLlituj003m7ukY1af+HuPZM1T/vhRodMI/Yn/bjKP4dqOufn8wtrJz6Xt6GHuc/l99cbmx+Vd8RxFn5mOk1t1/4dv358h6jLwhLyIGCpw0GncHB1fxtLUQdwjWTmM+TfjWV8knWA6THzn/43dN7l3U1IUdN2SReXbjP5gcaZtj+N8P1N9YiPzx0l7y4Zi8/y/+4bvUmdlDLjyJLUXh+LufD1VmN6jNXqJwQaHBh0MdLj/8KYaoEKRbuf1dbU0yqfgjk+cEGfhcl71l6+5Y/8aU98vy1w4p86pXQsbmFkyUbmTtKKuGvgpqTUqrL3Up/htU8T8beJy7G/fdtaqRpvyJhmT24JNDtXwQYU+9VGMOW9SHbZc/+Cqkjti71+aCTN3Pw/lWvOK1xqIy36PD/NWhz+F6oOwqemqbjLfjIsOd/+Hf8fw04OyxddVavsgvhxZQ3r+G5whg+1CPw/z+DuR23Z9aR6JtzZ9yGm9wuwdUhxUb+HsQ9dFhd1VUpKSpfUhf/wS4xUls7WkzOYfG3TWcsbluXG43ms0rpfBYKQeiHNXg3/C925lgH6tTV+HyFzChh2l8bYVDP1p2MMut/HqX92pgYLY9RPlnokXZ7Q58brK8baW80iZU0a6skqr+7NDQTvKTkR+3cdfxs04o9w/VZcSNvEMKe+VkOAwbs2UPRbP42/Zub7ds2c2GXQ+FN6wTeI754IIPb742c898Px3F6xXtm+EylxIoTtNer8txh/absOnxAzf8FGO54pnkm6SarFWPjbzF2lhT/SWq280esqs+vWBM05+usNxxBzKN/DFtcGfgkzepb8P6nPZN+7h4+5f8JHa34d93JkkXx6ubqfj6L5iLLaFvhWbJXSfh/hjzX8KdtZNN45N7xmpvw93csw96v5OUEgbGY0MRJ2xlwjeKzhHQ98EFuhjzxvtqRdeWMPw7laSuP2ig9XRfG6aT83JmPr8NPLlB8P34bqtlWDuYX8O+NLrLP2EvpNyt6cq3V7wxh9jfjequfDZqmlZncsimG2V//BBmlky+oQWcrwl60tjm/67oEHOqLxHl6lfmw29afcPvmw+tbG3dnKMrNfdsan/NyFbrmoUdtvD9/q/xsIbSJ27P4xX9snveL4JfT7O5f/wYeWiyXyum1su/8RTa7y+98biThTjMat3eyxN6R2ov6HtyYHo5/L/Xgt5Ll0p5YZfe/G8L2KRKVRH35XjNX3Zw/RYvSTDF4eLxxAuaXlU0pQO+nGw9m+0eBV1Tdu3SNK9yvOxJ6l6XxxU2ltT0g42ogOVtEvuqpB7WbVR/DupcJI+PYvAz5RWJugt+Z+ZfBqO9Bm0/GO1CPnn/8GnhXFfNSFChQl8av/+GZWsy7UO0X/+HsOyKH+/jNPCZqO48t6fwrD/Cll92nUoPIqlqZ+OCMsfrx/+PsskntqcOxfwrcmNX58VK/1//wrc32KPOdOtVbj/+Gt1qq69r8v+S4L+ozQcJLyfX4Y7CW9nsP/DxKxJXdI+Pzr+b2a8mfFv4Jfl5M378EVs2fV5J/Ff46Nrv1O9ptPfgirXCP2cn4DxgAACHAQZuAL8B5+YNUp8l9e8PkyfOO97fIE7r8JcL+p2rrx/c2Z5zZX8N7JzIe/GfHBS3b8N80uu473/DXNqqG773h75RxoMYmrIvw/w/lvLiePIGZ++dWzhkEvhjNh+5x3JkjzYzmZxurif+CDjMrjisojT/X4JvYF//D/klqnbG+2/jpUvr8M8Tw5PGpz8yv5f98P8t0r5dj3OfwzbDQz8Kdo88EfnXKnE/n2bufhubW5wv5CoT6en4MOW3aji8JIFMZmjg1Pfptc/CPP8st2f4Yt73c2dLzLFFHVhhc49mNz2S/9xAk+f9zywaLqhum5NaE6JdeKGYfJIJNsyz96ZoCHe4wW9UCHc7ACEerPpwyjBD4G2uhBHvu+/y/642RljzSz11nTD3km40knrXyTt7bxyUUBdm+MgSmrN0NmryTWpIhc5PwEDP7d3Ky/642lUb47rLcS1An8qp38mNLqzkwBc8RQ4gR0SSG6I5/ERvzSbo/4kvrT42s303nG0o8mZn0uNZEHnJY+5qIOl4EtLfN7aQ99LKoHsZc7rRL+9Y2a+w6KnjsRfJSrudr+4cGNSfMlOZvF8aspo2B2tXxT35tGLhq/xu2FXszLhooR2kSDYshHoXfWnKYtkfDpif+/OLSBM2fmECVX/jZJhtrdtLJvv0Y3+XjjQ7XIe5Sd9G9P8bazIclUvB/xtxvJxO2onZrajQ+utKGeENPQqb7hpoi7MLhvsOKMBPxsOZd/he4XsWSV+pitAE3u42fH8NPACBdM8jlrJ3n4fO3aku8biZvxmu8if+htoJf0KZS7SBrvmrOj3ae37r2fNTuwfBBvy/LK783MO+3ezTL/9DbHLuocAXat3bVcidrOXZMzawCT23HEmti4raRDXlw35mAn1mfzF/7L6Kr7l/fwQZICsy9KOuB0fNfg3Jh3E+qB6Fci1sfOCJDDprLXF+o28fR/+JH3HSLztENsh1/rUK1se38tDrZDKv1vTK+4IrXGP+9yVHQI/DsInI73X2V8O8rvO7uuz1mvKxBLh5YCsJDgfhtKj8GFzMNzjlELxak4fEEvbolh4/uL/jZe2dMxx4NUWLhsMgXIHkr6rcn4eXLG17aHqCOnFPwa9bBBpLqKZVWy+9uSHyby9+u13Z47l4Oc2HKTXlEjlNWtn1/w/LppGy1EryyzZigi+NOXVva0if/BBNjRdmnW11poWz/l/pcPc2NUnHuOhxlduG84ccW58bK7FfzlUTj/6P/4NC/b6mtzSfuCff+jaMxh+FsUW+kqtfw6iNfbQbdpL/fQeNqXu/NjRcnC9CxzsNP8ofl/9QoVbM/dpnfIu7m6mzcnw+Fqc6ho9u7nzwj/ehlEORoYrk0RVktWaZf9cK5JhM2Z5755mv/+Ht7ieTL8QsMMw6CLy6vUW/43O31IUU83d24SfBrjD9QL/1ZJmX7fxtyjfeJOhVN2MpMv6k8kdoly+qL/4dtyXOq0vjCXl27dzqJJPv/w9UZS2VKXZ3xPa+PVuHV1MsMhy+RoK+Hcbdw2Zb6d77XrL+QRFOB/+HdtT7Vdt62Ykf7P/xupnIXSn3y4zskX9ZJ5rTxkh963/Ck326r4cezd622y1w3rjdEbX7HGa7PbczQr9duPlnZR62ETTPS/1uNsuXu11WXbdYnkMZFq5HTbkRGTfKZ+G9pUc6/5g9ZxyJ+DDaLvW6/Qb6/+3J+DNdZsEOtSdj8FOfyX1XzSi/GbzLw3mzp4ytmYMT2fxuKe5sl1cv7JkcswW1yIfsHXRJcrUy/f0H4e+4j6ZZf1yCG33rp1e/fUMb5eIesPU38bWkQ3ZNt+Zfi7qVYnvDcsGcLqwh3h/4e6tmNzWP0vWTMJlw1ep7oJ8UU7f5n/C1K9TbE64RWjxqU1cNMokXlvjZ+Vc8tNkJu1XLpN19Q9bP/L/fh7Sije49U7WYg8Pr5dcOU9OOkL8fNSVoEu+zdaQrJzL/9B7JI3k358quse3L1rOt357Ko/gg1lzJ97eX8q5CkXwzWhah2r9XtyW/4IYRbM2S//BBNlSsbZsytOu78p855xX42bJ6z8IpdK3ybMmGrngLAl3Mbz8tszxjav8KXH1J+Vkldu+f+/DO3zxVJ6OKWOoVZxrwX1Lw76OatIgsCRvg3//jdZfWTF3t718jpZ1GRlwaeHPD9Bf4fN9/D/VS+3Z5uYRFqvhu4idB1Ffi+N4XrQ5GfUZ73bfJiZxFgEe3lbVrMfOOxzL/7ggqzkXih2mfwT080MYyh1BF8Nxb34d1HkMs5V3O6d5nwW6ctTS/ePlV/P4L56zfGqSQsNSSUXnUnWaP/BNzPVo52bx342PrzjtJ+mqv2ig2GqK9YoMYFyrPLS/v43c3y5OJ4XOPefG5FJeMNNT0Nm8PYK+Fq0V//v+g6ibdH4IZL/vwQeZddPKZNVWVzLHO8ZB3+NrZ3U2hlokYy9apMXy4dpaWVRS3A0ty85xMDnxtjGab5IY5xoWl99v8ZuDL/az8PefhfVxYez52Jagn+DIHlA1Wg3+7+NvqeWFGxkfrtY8rk/1Nae/IAUXLrTzNoVvTRYj+Owhbj+2+V8x/DE/V5O5t07/DuYmDvw9kcbvlPtXUrdSiYe+V6I1XnL9eo3jFfhoZ19SQfB3RqXqGdp/42N+lnZrVzZ3/uWlwQ4sTlWfuMvT/gj42g85Bn4az/3MCf2Ntv//D9IZdX27SirJzz3VfPcYIP/hTF1zSlX9zYVlmd+N6l/P86nD+yWVi3eRD+X/3G9Qgc4zHP/VN5pX2+G5f6l/jcMhtXG6cjDdmxvG8i0z5AfWO7Ut5Ii9oaPhXSV1IvtI6HGF7j78/ja1F9KR5mef8zccxhx7VDJx/8Z5Jm7NxmhkNTc+V6fw/I/WT1mkpqxeplLyz8JvBHL7/Qel+SGWhNTuyxQjf9Hfx9IIJlFMCJ/DHNK921VGhwdnD93GoPyk/h7Tb6udmPUdT9dq0N2T/w7jP0P/eq16XoHV/KFDiL5dlsNQH2CR8jz3wWVaz60HfEvIOv3gpufh7umfWOqyfF4tFwVc88VOjzHZ34emlt7bVam7t0o0MN+YO8POncNBO0/Ev9+N1l6HYsgdpSx6dthP5HOfFqfbU0c++hRUcv/eH7pQRtUtsXFVqXZ/OCfK+mRcrVulPxt72Eu7a1uMrwpp0MM7D/43WTJXvye7tLJA8m1wQOKN4dl/AaeGvM1zwy2n/h3e0JeuqayT7C0c6j/GN/425FWr3veWK3nSFY32B6QLhu5fwX1yOVWXsPNOuI/4MO0lJDFadzQnWOJqTZ8KyRTuF0pWKQUNLfvq35VxdXN83/BXlqudmNlZarTy/G6Kbzs7w9y+2l/qW1nsQhrx0Aas5wTH8Kz403UHor+HaZ4BjzqfN/O+w9+Hb2d+fA+dh1ShjE+7QJfYaD+Y6HqjCXu13ORBOFYS4l9Y2hp76RdzHn13TCRfDZvJhZSyMWVo4if/L/rjdrKWa5I9JqOT/hj4Y7n5f78L+PU3ICem34JNncv/h+1BLfn7yTcn91kUvDWivhPtv8bttSa/+Wre/UskiDLB3pOzR/G3N9Zvs1r4e5rywzVlgWtdsTh9pz/wYeJ8P8JkuYVnUlo2ELIQ946kpUtL4UoZsPs1XyUvkfy0tv1D+7j6u3j1W+pQOIZ0l+bbePGG2bJkvrT43x2mEbKW/Nw9k/3dZYZ5kcOCVUpKuX+txue5s0THvDLo+xevCfy6sXWrDE2waeF+NUWr8PyBWxDJ/+C3HiJk1C+fvwxz6Rkakjy/vlbQzCV/Dt3TFY9zsyrk/bmaVUVTMKf+CC2rJY50ia5hZRPg5Xq6o+e0ZLPSW/+X/fBBJZ9jUhK9ePdmVLfuWKnKFfh3UsRJjsm5Oju+UPz7jPEdvGZ1Cz9gJ/gg1lzm3Nwt4WN/hyk3p3CJ4efja7P1XmW27Dskv4JzMie5dZnXfw7n3GpJZnhv2ATiRE1LSZk07NBn/DsuP+zIXWrPWOe8hQPS/fL/fh27VVdb5+YW2BD1/8O+bvYpd0OjLj5hzDqLD+CXNUzoezM9+DDbbMuzA9pPlfElLu3z1H51FLq2F5f/bBJcZ7wvw7ROOmXDTh2vx/p39Ffy6b1/4e1a1UOdYi4JHrPmyTvZSWPuql3feG50/jchx7b21jfGc9590gY3m36vrEfobH/R+DsP7d643abDxlalfu/QzXi39lR2u9mt1qmthr4JK0rn74IdDhwZ+F8+x3uUvwl8P+L43GWtcI6NZudbnyx7fFpwUQhhRBL3LunaZ85f38bPGO4rxL5dd53eQjFqW3cmRUr5eOHSXyfD1TbXCekz9ja9rOsKgUW0mqn+wV/BBnLvk6tY2siD4dDY2rYZdv8v3+HZMw/kmnPnOvl9zI+3FwEr9Lx+b8lW404crrBLjlDLxM5f2fjePVUqJaTdSpY7dtdQm/bbRH/+lzfZH/w/ssn6zsl7d2GToA1XVSORWf8bdwiysuz6XnJkp1yQpvtcuwixGUl4WU0S0URBcI3O+xH4e6u2Fvr+r5V82ErL+GERMohEn8bZpf97BBmlVU8Kvb9Thj1KZUaYbt/0VXwQZMPmpIcy7jS2Qvjs7tkGpTTJ/DdHq6yo4mAyv/G2jyVBTLqe7cMzeHOos04UkaBYbS0K8d742X8eZu7GsVRb2gx7wnTNLJaDAzZMNWn42Odt7cqpXSunEfapzRgqvf9+oel7bI53GQwvqqilp0L6sEorjY4y+43jTjxNwt3cvaVb4FwYawTHWdYzecDDo++8bL1qPdHk3hXYvG2fhuo1wlnca/LbQ0/jczp3L1fCdrVSa7Zv0+6cOLov9AjvTe+gz8L+bIjzdNubNYZ+/4KebDRL3p9Tlf9fjbiUXHvhp77bEc6VtX1ARnrxa5lB5XGQPQ5pS+v4fvaVVw3LiM8UXY6Eff/xs3MZliW7vmfd0m9uRup2YRwr/hqTw8y6L4d2K33GqTFmeYp5WhB/Zyt4cxoWNcTvjpH4elKrbXd/hae/zXr/mFw3xNBXw7K2lJz9rUjmV1eFZa/l+/xvcyipuSvl8mJtdhS1DlKqb6OJYlwW+FMswi6WzTyo/fUjV/Zf/obLk28TYJ+5HBR65zPyjnBD5fyfhjVNyYf1bgzCgQpwvVjCI6f8P3nw8XcpVM3NGUbqM5F81nMrCd64Wlip43Zzx1qSLOY2zS7qSs/jfO/pNRnl1dD+O8tIX8Makpy9r4ezupRuj594gZjeyaf/DVJZN6SO4PBFzr/w/ucwbaUtZLoxK+DDO5opKLs7jIRbWiz+HtuGyqJ3Vo0DeMjugUaraEnK//h3yvhmp1wyDS2P4RdT1/56hO6b/wZ+F+7ZmeiWzYf2n5f18bn5mK1k8Ybpqfjdjyh2nLc6pcMs9HCv8K3LceV2VBfLwyQBN8NKSvWI/hezUP4Zvn8Pyw1hf54j6c9K/1eCjvw9bhHw3cT8bq2F7glCZG45U25Mc/aFynz3OMBz3S4KRCjF9LaqP/C95NP2pNKLBGt+lyPF00VFDpYen+/h+RmZU0fc+HbrHOtkGt4bDUmvwVXE+XtoCWSx7buubL7/ja6QmxZmba7y6dHfoh59jMJat8K83U0rfTiNEPCL3WaTVF+Cfbn69Ysv1bVjYepjPO42XZx4zXsI1UGi2unayA4pFoR65UmPphmLZmmn18F9Vc3DXDQfuD8ave4Py/V+Hu7ZvmuYyXCmMCHkP41b+9rG0zjXIXXxv+suKqdfW6N6id2iGPFdcR/G01Je+7mpxuPVNk5qY6QCOeNnaL+5Q6p1aNfD/badFlqef9SvmZy74//Bfd6yZSjdUZn1tf+N4Y0Cv3WTmlKwXk+WUtmKhswoFam+G74eCUl3/DG5XTqOafPDN5Mfy/p1javVNkbsuSiWF3AjqoGl/zWHWPVP6yrEQ/1D1sP9+OlkjRSbUCWSUGniiGZ7d7y/+o0p3tjHuyt43nlpcKK5SDFx8Nerl0PSJ/D3my1Lozzau+u4e+/8O3eSW3XIYi0lvs+Kfw+gBj198k96tBOQ9Eqt4bCUepF745fr8EE7WtJm2bCHZ5cwVpIJlkRPQbv/+NqqolOL3dYzUmO6S0ljCaLn6HkieGELHAn9xlr4Vjf1X5Z3/zl8PhxEq/1l/9Q/PfIyaGnuHWVsPmPRoS5f78NZusYrTDue/lL56/Gw97O6GXnPkyX3jmbYsi/5pn/Vx7X/h3x9nP1iv1iiz4x+fJ5fD2p8nQ+5DzcRfa/aFby5Hr+Ferm5F+TqPY2EiVgpMOvRS//Yf5HMYb9Gj87S5fpuo3O8ExDS/4Wyu9m9a4w5cKGw08Refh60+2kV7t8Pwl5keOzaO1ZffvDvN2nwZ4+PrEf8akLj/nqH/f0NtPD/eGi/Dfpd+1TYfCX3hTw/3Uv7+P09Wc+qUv/0Npf6n25/Ih+5fs1svf9U6lKaj2PB+cLK/cvr3YW52pS+snFqS/I9fjdAaeCfe8M9lmX4XIN1cxxC/h+2JxO38FRc/G8pLqqDnor9vXD8f6oyv5vk7lGtFZHOvx0rQJq+Pbi/xs2a48rk2pY4yhNs08s6dD6DWo9BWMJuHeX6/G+tviacl1esdJz4bzznKbhJpd9rswyoaAz4YmpzPrWUdQ5xhvMOh5D06L42pvrulpbm2R/CPeNTk20kn/eLhI4/saCfxvNanac8ikz2pqrn66mbDcVL/8PayZVz23zDyCTxMal/3xusvSLJueZZorV1gz1JFwWnCYCFr4cfwtPxfk9YJXu3Xk0RwvHR9/BBN0zrRtrzXLhWGndSFdSrON6WX8PZ7ljHXTu78s1/5frfD/bcN+qWgNx7RsMvWuVgY5xOyBQoego43V7jbU3Va4YgaE8rDPoNHR5lkUgDQ5cdYSUKe3toZpCa7r2Q3y/XqCm4mxXLj2msc/CO7jOZNtRxX6zFnvjefy5chv04qTuVtUUOWbGv6tMeeA4JvrvDuN7VHDKqqdEp/s1mPfuGHSb/3yY22TtRK2z0kMsqyHy1xq6oZ8nxsevVyzUA1yDjnEaxqeliVfE80aD28MwZ+F8ImX1qY7ahPsqfZk/jaKhsyTuSHbm37n3mh26E5b8e+Qs0N/G25XCeO73bqck2T2Wuplo1/kMLaO16fxtKK7JPtPjToy69knyjovFWzW+Xq8Jto+Np5tbJQ0fP3vzbm28GBG36gYwDZOMmP+H5upBy06RZidoutavF4ZtHvys7pp5eZLwyVmgt4dl/1wQcPOXjLPvuOYvLj8mXxuKNple03df8blf3ulNl1mRfdmh53x8FU6X//G10t/p+GCXIlE6JNJpoOfmZ7dixU6VbDi/43N8n2li3jqlMUbtfMD/v1G6W+Et2q2gX8m9XNZJeMWvwovhigDlrhNrqmvDfOsdoqmX9/G3T9NIPdGnMkF5OUIQ1I8tX9R4Qvjbn23cvK7d9zFtc6IsqRGya72ou4WeL/D2p/vvwj57XwS68KFihZjeX1/G0lRTX+zH2mUSVNfTmVLT9/+NxWi2ru2sE+pYKKOfq3gvPJ9Dz3/1vjdzl3/nXrVRgcf7lSOogf58F6dTqf+C++VkIUrMJx1e7D3x0bbbYhgsrrvG1qK38qaShPtymZkV13g2Lxn/X2H+Xcj79HKK91a+GbWPXjMSZ/L/7gg7RXxSQVx3Jp9jbRZA+Y49N3Q8ENa3Z8N8bXV5qfwZ+HIdpkbz2VPh29P/gv1eNLNo+/DcVyeFnBNlfh3L7e9K0kVozj+gmSaHCsCUF8bU0kt/LcaTFksuRv+bD247FtIvjy/142/VJ3O3bV8hC68J2m3DV/R9Glmj0vv7hakXbd611/h+jPmkSeH1+H/NKX1G+2YGvulus2s//D0uT4Pdl3efKzdpx81DBdin56+cirdWhZ+FLyOh33PXGc6sKcH4Iri6/XcGX91xss2IOS7verIRzllNwBRRN3udhYKf56zaz+Nk74fyfsheupBzhN28L9q/8EFpI4g5w9688Ky5p9i4J/8bt/NEQ5bNfPN8P1P23iXwYd3UnXI3LZlsPxJWDnxvhRtc1Ucp7bNrdteXDF3Nbavvl/+xus0skuNrLO5Yqqp3GtN4faPBltUF8EHTK10ncy2ZKhtz3H1UgN/hasT74kVm5xql0eHnlyLmL491Pggh/sR4ccZab35WbUWOAu1JmnXcFLUXwQ0739oNPD+p/NRzyzpjeHa4VYWGu5n5f63G2xzldHLFl+R1XJl50+Qfkcg5+NuhJtw3rXse7s9U1PNQ5xr/8bzeTy1FLrnL8JulebrlY9tLzP/43G++CF7Idy+1VC/J3nZHAo/0Ch62/jZP04nJK91q9x6t+yl9hP8ykooQiUGNcrb/jdawyXmjbJPuXFnpwo21JWdWMEu/XxvTMRm79bvGl7ND5Q11GDFwUeE0eDXxsR7VS8k8ZiC8/3uzF4htpX8P5m/bl+vxu1qsMUNz5az/zlQUfcHJOv5f78OzIJZQnyPbjzP+XU0RA560lfL67qNiskD38+GgsmSfKldL6xlJKZuZ3w9ht+5m1E6ThpwUvLofwL+apTw4h7xb43U0uxl3r3fP86HLjU/Y9e2Oer7+NzXxO00H/Rk24csExmXfWh1LygJP+Na/+C+HazdBaoyadPuWjR6RY9a/hi7arSJ9hhq5I3P6/y//Y2rOTlu13UcbfVrHDXCV/MXzB75fXdRtg/m9Jcu+ttqpO5pwr4jbny7U3t3DSTX4fs+pnG/uTv1Gzxbzep1//wsUjEqfhG5H/3hPy1X8Ga7wuRsvzIR5bMFjKP3hC/PjaV+4t11x1Cv4Zp9t4bHTgUw47qJr/rs4sZaFvn5YX+PwQTcn927zZLGMtouD7BRAvbeKuC8v/2C/TkLS2rGCjn++B9bS/h3F7x1c5dKSi5qh6/TeGm2W38btK8m2lNE37VSqYJ/klN3P/hTzsqvRXIhN328Gu8bfalzfy6rslq1UxnRoF+z/xsvhFansi1fuR3OS33u0CF6fNtLrtiQyV/42nafP1F1SCS6q7mkaKUYZlhDFUV7hDgp/43Oml0ix3eR1W6I5fN7VyqsPr0H8b1OhZl55aHdYjyfampe1/xvnrc5G38wbn1FmF+QLt5lX8buoe9XeW+fG8/stQEn9q3RIrbD9/n4az9XdYfpf/+NqldVZL97VubGtNJmM2/c/3FsM5RmDD5wa4j8bkKJ8sSVriHudmMHGXyG9P2VJ404KutifwvzBtUI0o+zg4apHevK3+GK6RXmzJIzFlXeXGp9MGZfdfG9sw/qTM+tZXm07amnz84//4JqdhFTWy235kGpf7rG88Jtqrx3C83XhSGo7Z7rS/3OncXxIXbwzkv/uNxsn7lo3c3WCB/pQ9k+RalOtuGpLL/+N23Sy573UyrjNhY4EHw6ieq8dH98P3QUqSG5nkT59XKKFam+vYJCUU+H9I211NtqfV3bQsw6+cqxVlX5f/cbhrWtVluJ+bDS4PWWpZoRrv/G8kXtUpNGGnnv23+hkRhh2P4VrOMX9XyciRuoYS8jgVtgm2u7Ty9//D1N7tm+Evw6rPjdLfveR//DuHhfVday/6adj+U6a25OZ3wvTiJJ+6u2VCH0NO53/G1zFVMz05fmf88Re0Euxcmg/yLmuGtpo5fX7DtvdxzpqaVlTF4/HoXD9xQ3ovdtaXV6nnxuXHquqZ2ysjcVn7E9o3TffbEOb6+NzLdTz/hC2U7oeU5LdA/80O8lulUTZ+H4W16fnR/G+z3cnske+kXBqI8PSdX/8GFYumeVZyhD5N6P/4MMjdQ98LsjFzRfAj1DV3q+N8m43h0ssn6qgtqwEXgl0rrz1CPzVl+t1DvHOnI588kp1MWa08Yc7CsGh/r2j+/wyz5gzXWCckQ/MunxZfu6xpbl1T1dX932ibfpYu6tz++rG16VEsO0Gdzd/JFPyvobVFWHpaVG7OX9LwzSWk7hoJ35tGks4a2j69xszHm83LGbq+F/vfS3KrFeuIrvmmuBX1jeaXysK8dePnkM8rQ6hv41IX/t0JhX4UpxhnuTOwq+636sk5hfjfdmPYnphUeqdmsZ4zZRYi8PDliOmmRYvxt7pQh6ArXTqmQ/5vbnfL+dxtx4v/h3WbMmbtq7S7nyHulod1S6wcF1rzlQH6X/1BBklaTLFE+9VMMPyu2h4+y/dXQ3beRfGebj3sFLl7Kq41aEvDoZ7FkQ/G1V37MOqLtWtmpom4CpJd03YaLOD1aZJpaH/jabLJqr848/xvDa6Xw3R4fuTtsbSUcVr+N3fcn494ufIUDM0LhpfD86XP0t4vjYvlpRdt+bVa2XbJV8b7jxI93/h5TXw9udxm6Mmym8f+0wVZGSbkVMBnL/3hjK4+jWuGqTxG4tT8Y7YDda42EB6H9ar/4FnmONrqrdzyy799z08amvjZU095cTuiNDaH/1G5PON53k3pppZplcP/w7l0dWvGVf0Gxt3PikDz4mP9/IDw4i1Pub8NyeTbOHx9/wZ+F8vb4mxGkxFlHIXiE4L/WS/p3Qenh7rIbrYODzw/g3a/rrD9tVztI1mHlQcV/PS7It0MhHJ4Ej398/XeHaulh+pyw/KEN/18e3JYeV2/h/pWmSudpGkhurtkGd4S4PJJeRwmtNPxuTSEdHhH+ocUM+5lM3ReKrtLJMjzPzW//DuYlfn2Nr9Su21cxQMyNlof+CCilVvN7pyDaiRNW//jePPrW8jT71P6pHcefwTfe8DV1dx74V7txua5XVg9HOiubHfXCi61wX+FB0SX1GmdeqbPV+X+vDkup3cXOY2y/4Lpd3mwnVuTsv9Pggu2sfWqSTavkPMvQT693Ez+4bJbMl/9RuqT1S+2+N7R+Xsf24WqNK3l/e8O4T/XivdquCX2250duS/xupdMqUzSS1bnz1J3v4TqO3yQ8qnuUjnOHsN3pfG2YPtPvfXdkusxuehG5n47FOJBmRU8v/0Hr6puT4Sc9x6fIlyiSTR/r2w/O04tN7Yl+bTeTPEiXkPcrzcw/Xkjby82wzkmScw9WcmEzmv86MCA5xPnLJ2sjE1AGnnrV/trS56tL1tKHrpeJ0E6z5kGGC72s263YQa6qv/8EN59fhXydalX/DG0m242Rpfwrm6oHyjqq+luUtk3H9ekPp5fv8K+ovJ2+2UfsqpQkex/2I27/scxL+FcGpfk/Zkfa//l/9wrmyNLml2ocefCdhzpw805/D11kmsLSGJTr/h6Pdfvw7I/J5Zz6GWW/hlWVpT5fqrTCu3DtBcx7eETvzCyCG46bRQBE3dHap+cP3p4dh+mHc8YRpLzLVa12KnYr82j56a/sPqnf5fp9w7svhp6QvZaDI7MyDCBLqdu/Zpw5v/DtZJfkwvb5CSJ792shnvoVpJeogUcv+uNnF0WPev3U077tnzDvlGPxt1Q5t7E1KVpped64d2mNxWfKUrjPzT0h21BtBXfKnxJel/+GYX00+BEnFSSPX/vdwrC6taQdRWGfbqBp5fhHkuGwK9bqFdhE3F9WddMnUAlKcXvnq2692vgPKAAAex0GboC/Aenh8PY975J033TGXTD8RT/hje6T8GPOnfaEHEOVbX4bl3rqQXQ7RlLGQuB8v6q2HPJ11J+8ZHprhp/Dly7ac6lb8v7rh8uMN+spqkxCOm6ckckqTCxLCB6Zc9cWi5xNLJX8PeM9u9xv7VKX9E/8v5fgkJdtqt5uGN1dJXr5JEPsc/G+aubh70sZ4T6eJcO0m7E/+Fu3yP9vyknhmyS+v4W7hFdLNdakxqBunid/xvSb5WGlk0MNHdTzoltPJi/DEmEyXnz2Hy6fXg74YrlwOPfXD7psH/+GNzz3tV3J5lg67bgfWrh/iX1VJyZ3KoYSexn1/4LOfrdE3cneOfhTqPFjqcvXd7bJPr8FXF+cuE+RUqWK705+Gzv9N7XDna/gzL/9hwjljAmV2aXgkff7/+Fqz+75p1ZfvNPLmrf8bVpzdcddc+8Hc0v+Wtcv9agtn2dd+/dqq/BVjLs+zdlU/r8EO6/fid1l/+Cm61yeaL+nV8fDm6rGHHO+vNUkf72pM+CzV1e71vOfh3I171VTk1khv7mCbV/hWrqOrFv0tnFzDrAsOvjsBmX3/D8NKn1RbZCMvmMNfrEcEu5epBrK0/G46pt9U49RlKvtSfYx6ju/r7BMWpjX3vaDTxu3bDuXenek3n1pdcPKpdtXJgfh3bxn42TE4+aEml1SbO3h+8X2pp976v+CDWWr5XMQiXvl1P/4fMp8ZDCtffkxUCPqBORHH0FP5fXfD5avDIKZK+nhfxH1cCMKfWJiRHFcilbpjZRfD0T5OTYnDwuEWLEFR5Z+SxLPNpKJ/4bvUSaa+SrZS0F8F8L1clc0t3E/wyXjcnbAl3mVj/8P+fA2aZn1uyI8oLxkeKRDiHCv/4f1q6uyeN1Zf2iphmSH8PS5tbbxcONJZVTee1lBJJfG023pafNheoeqMucU8dtjCVwn34+Nk3FVNJbmjngsfn4+09DGfwvzHTXnDz6lecTvlqdB8PVNceinfud/q255N5iYw4dcVHw9UkVfFp+5vnBDklSSd1uVqBfuDzHPJ/DEYXtydZSw/mAn1/h+6RN496njinvyRa38MTIHqfGpDGRSveLgjPpG6//w7dlb63i9+mYOnBtg0XWbSK+/h/uf5/E2CYlzIdnKjrAQb+lzdcIZ5fDVdczgRfv4fVfPcOJ6JmJ6BaX19wrJsyk3HJiDHvP/QyXnI/DO8dU855f+N6bfsNo3abA19i26ynt4QvHn+/sbbuYGG3cle2Y3ywfLJfh+CDyzpi+N0z7u+3Us+bzQb/w/dr+FcRsdl7pKSZ586Zwffxvn9xPHyHKfMiUK+tJ2u/f+H7M/aj3jnNscXDHzNG0S/8O1MLSRrVr0jx/93CPua3uIDEiyf42gKCR7h7crEt0glGOM88LLgr2q95erLdrcFeQwt9/G6mSpvH19U+ePWpQc3f/D1psYaWspvbO7z59GiUaW4Zs6jz9f8bRBsrC6k2qPYQr3zf66Wpf8PkPUzH2dwGb//fulu3+Pw7yDrx9apeO5TUEpuKspT2U9mWNZp/8KZ63y0xPPJOt/w9n95NpMRVsZbdt7Y/AJrx63/w9kbb+m3R1TtU2P+oEbcL7ShP/hTlrn0u7mGokuMWt2EPYZOsnnNCd2/Pgk17brgz8OGpBpTK8PASP02+X66xsKvbX9zeY7h/NyYyWpo4CnXnObja2tNbxSUPX6jZ8by6T1NTdtXTfOrzf5Dn7XftJOSZVvh7zaITIWrxNJqmULDsTy2J9cfQR7UaZ9P4dzDtfGXNW2M/aVcJbi1WM90pDViDlzv+FLVXyrk2OLSGjnLBmtl9+8F/jNDw9wZeMkbkZhxItAdia/8EGc1E+bFN8vdJPKKYmHtJYXf6JQgdaHbfjY33vCVkXSrZRnrtWGHco6b3WJJWkvG1+C/Jur7nqriMfKU//G3oKrhegnW66uTGPxkRhvaS+1eFOperyKvplkN3WZ0g3+Kn435WM3Iyf8eSN4rpkRATeCTfR6epB/+X9vwVZM7HrxcxvdJXzNjfjau451U5ckz7mx5U271H/y0vJJNr+Cjda6+/BBKXrtDKzz9W6hlnn/h3xjhnHhvYDfdaqm8UcemGuvNs/Gzy7GmZ5crtV5txSiQ9yebnQfatSOz5f78FO2S8eXEHOGydvoNz+/GPwzXMGfiuNL45/HL6f4IJN3t27p5dxq/3pebhjBncE9fY3K2S2e3ja3XHWvpuZM8M14xhHmf43PDd3jOczSl4n/dp/+/5YOHk8qNKX9fDvHqnJ9MdpGc466mGLxM6hMjl5VXdAf/gw3x3decpf7AmqFNQUcUq/L+vh3I1NXU5M6U6vx+vDf/+CDu6bVbJVKn/DS2iBifxs2LVnpc+LefWt2JrSrhFHoRC7a0/4VqrvyNv8SZYgvh+e1/43NJqo3VuNUfJvMl2HshKkE/gp1Kw7mi7P1cmsPgg8vKnUn28zbB7itExWpwyvs0pd18bvPrTTFkdOJl3i3osPMpKSapX7fG5bRwx+F67X1eE+Xg8NLJScNIr7L/fhe91Gd27qaMO48HlsfBD96L/G3bhfzKzvS0LtQu4zZCfLd5Sr3f+HsDN316MEdwOnpNioa5nukBm7T/xvD6jzkZews+e1+ci59xVvshsxPH9tTl99cbDGTb95KyZL57v38BDfOH/4d5sDqhtQxyb9zyhucdwv/lLk8Ghf+6DxLq1Z14TVkanFTcLeu8oeMPqoOX63wxbw+VZcjPRVpK5Am+zIf/gq59U8fyyDbhB+EaqsXfdvPH4Kc8buY822op5jL6/h+slpyNdrTUulwvliMa6GTul8PZvbkzyKLc2t6q9W7nFPja9dUrPuH4yd/9zP/m3Uoh6h8+bq1/o+wyDdpaSWL8b09NXD5HnS/NInvc6lzg32Kv/4MLP91sLlB7hyR9Ov06RFj/G7arq8tL5euwGBVOWyg2kOxnXXWN8aTDWZ+0pu4e8qRw7+iZBTPDvl8KVV8L1fvdLXF+CDtF9ufQ5GzOMSuKdfDMWMhljRvDweicTcz4zHJNfHcZpW41KVP8by6rwl+jVKK5h2gxljlF5HlQxkuH+Nn6+ZfJzP+eVibVZOvx4iEcG0Q6RNwQPxtzJWsfsZJ21hvQ3y04MvSt8LFzCFH9/Gxytz2+4nnjWKyWzv1KNjU5KmV/4fvtU8+dagIv5LkD+utegz8EWeFOb8bP7/SUe5DzNURp14svhFXkipGhEyFqI6KHL+/hfseXk0m+X87T7/xvD3n4qpMeoSr3DfuIZpOA05mnUGxDsOxTJL6jB0S/dVY3j/e2KNsPU1c7tNe1VElzcYc27YJfD2HVMvd+yfWONkeFwIXp+YeicPdkGbw/Clcckd7k+30sdXe+b8bcIdhlu4t1nLlsP0Gf6SGGpKSfnl8P6aWor5da4vm5BROs4d00pj+NyOkxU5Tfm1291dYIvvr1Drvf8bly862nOhHV9qD/SZosX1dOX++g/G9/avD9NRu7Nirx1Ix6+YQ/wQSN2peePZrw6ako2Hp6a5IT/3t8PRUrz/w/Vfb/J1MEwwwLub8v++NmHX7Hmjt73cOPK1my+G5U9VymcYF36w4vjb5L1NGUyVblz313jQdbF/wpXB6qqVzakr3MmX69wYcFWpZbFr8FmGcs6glYKX7dcbz0hoe3cJ6RbEvdjP6xXwFJB44zododPWBgrRtnL7r4KrvxrphdXllztvdwQeNWp3Dz8dyIevWZBD7AgwOUo6oeXz1Ah95v/8Gfnrbnz/h3csn63HvJpY1N+Nie47b6/BX1LzAtsjybskSalKxsvuquHa17TLFfGxXtV1MP82jvZo3y8Q1beNymLW7zG+BFrN/bn3uGYwney+OpSzaeSpaXxstzz0xpb3xlQlokd1r91T1okP/8P6YqZxW725yq5lsZSOr8bY3DehviSDicTdiUqfPpnrVWo+Rqu4ll1mXvqWbiyFHL61qN7uHcq1aSk65tIu+FnJveHh+e0tVT2Pl9/xsjT9H9uEZ8umx+Sz1pnkn0mNF8hpWjbw/8ba0FDi46u7WmT+kso5nNEl/wU3zRz9VbaoPdl/6xsjd+58tKVM2TEmVb5C5r/8O80kqJ27zUxzB1HdnmeYXHOmX7esLdnMoZ1yZPbS2Punf4BKDVwN+Nz6bJRPPW1Izlo2eXmPFoSZbWyPqb/MmeclTrrC9Q30XcPbkxf9sNThOF1/HHSvh/xvbl1ahnboRpe7iGeWa1ym9I4ql42q9cbNs9mkT/Z4N7CzeZjBXuOMPpck08PLgkjVr6+g/R9PdavVu0ffZQ9X+qJ13+Nliqzbnj1zuanw29FCLSaTZXZN4mYNtHvnr+O7wZ+sW/cK5dHvbavOBhMIUY9Of/C2bN1FCvEGsL2dPh5eXv8EE65iSLqlqT3F2z9UC8w+zBK3IR8v/uCC6aSIOtn9XJHthv3shniyG1k2K4T/TSV/Cux3Wgd4x7mfs31xP6JWXb1//BhzYePyYlqfZlCTQ1TmT+Nl+0pNKc+W7mjr5R0N4l/43ZtKzLwCh31vn8S8oY9oq49FE+o7nIr+n/G6ckifu24pnzxfmxgnOFYHhx2NH/XuNyVf6reKzQi3mu6LoMgrDl/43wntCuQ/2N8uH4c00dW38t34Olk103cESH1rf/jb58Po+sZ/Jmv0lkG/mTmHA+9L/1gpkKIHNqq8vUPbwoegrj8K5sbkQ06nGh/fvrXx21IW+F65kMNo1RE2av0jfHHn8LZsfyZqNzvlHv/gs59ysFjzJiUb8L9TZiv4+N1/8EG4akufpNu+GdZZuMfdoOSga4SMv/2Nw9TrvZtV91lgS/rgab196OSH9yfgz8OY2u7fhLyS38bcxM2Oxa5odVmzdl7+42cA/cHTeUPbCXXWNjeGPuw+Fatm2aSHENbttcL9nUwRb5f6bw9et4e0W2DtPs5Qn0UwIt//8O5yxllncltvmWuVxm7F0CK9pdQPre/8FcTz8xs/IcD57LrvwtnlJrPbI1skvPH/xuG9Ls4IvwfIrecXKa/kCX9Mrubap42Sw/5MiH/jet1NqyWO2Q49biyhZCJ6CLqDY7Yc3S8FxfG29Q94/hVS1idPm5c9eMfeSRs//8P5M7SqU8ud+H7wqhxkpS/J6jaqZ+Xz7UI/rbyWRKRwpc6IO90kaR0Je4v/Gy90/DtcM7mWsa9+dWbFpc/y+/4Vy2t5/mypBvwi95pEtBDdP4MJ7P8EHwVW36285bDjei7fwx5dVdY0i+zA3+X/6DHc/DHDy4vBL6d3cG8NTRz4MMnCy4HZCukifycn36sO6Zf8LS6ohpy3/xLHfxvWaQ2rD/w/zIknc+rvTYjy0i1X/hqSVpn4e1chiVj5HjizuHBS0vwxFwSDvkt9f/LWH+gp9gz85FicL/8aU2SSDeSyMtlo34EvqL2Xt1iW8o+5g6QUI7y5vggzL+T4+pDroL+llpfWNi6grtD+i7SZ+Ifry4arnS5Ygk9Ly8a8tB4t7Bv43u6l+ZDMzU+/vUOJI9w2G8jB9WTvje0kvGa3Lt91VJKG7B8fBq/42rpSNJqK5f5/dkJuekbciQ/r2edqMHpR4zPw7eKul0WEu7eeubv3vuWt4g/xsdRz35MDeuTu2+XuvhHieXw5K7/xvoPP7TyHyszx4m5s9pj+7Eb1/+GLgr85W8vhfSmXq0WilRF8DI/xXH8v0/jZYa785E3diW9Za5ui9o8QVOHL9NXwxLJjk4sWmDwv/O06D/Gy7OLXu3L1Wqx6O0n81x6Kn+UbD1xkv63hSzmve6FTz+4u1xH4Y5cjfqtdfM0odnC/w7drL63aU0QzUwBdvsNX0uKf+FrlusuSfpqqEXj/4IJpJek82VMLquueik+aSyjvw77JJ+RTmjakjXdoPRjgheaxfTZ4Ij3ZEz/v4fnz8O+Y3hkppvmGJP/4WI1R9RTXxjHHBp43qUk/8zG7nxu358hA0asW1cfN35+X9/GlvPkU3NyahXNYLLXjBoRKRtLantZZGB/8bLnhf1/OXqRieyL33c0ac+QPxiD+Nz7lhOESRyXndLtKX9f0xyrE4Ih7ep/xs0f6vvcuSvLrN7uc+tn/+H69erz/Pew/DH2+v42kdaX5+NKuldsSD1XZXStLRf42Vsx1j5/bsmzayzGXM0oTeNHQkHoXv/4fyr1z/jlyPCX4i+3XvL/6gvruTNtWzPkzjndozB+YXl/vcP2rGTNK3LqTZI/ZfVFuFmef4LpNt+kX+/DszYpWuyr9Gg9U7Mr5g0gS+hV/42nenRusnvBVtKMm4Rv6sIdfSED9NkjFbY96/xt2pGqTppEclYyUG4T2h2/ji8XInR7bmBurNH8GElapu1VVTFqKbkuMeobyVcv+uHJE5rX5kCIS/mggzeELw2fG3qN1Q8znhvBDuPlpKL4S6eH/GbJf6qxvzZXcnrD7/fhQh5m+lDLT0EOD66xvPKTaDkEObu7swgNhvTS86oZuWlvhSof/4wLTMsYvdvn94J32mx010kRXBn4X8tm9QS89m2zU3+N98PWkdTZmWhuskS0843PMglswV+NuhpN/9NZ4TYaM1+PkZDUQRLRvl+vcK23W95WWsjILanRJZP6wRfGcWou0+yvwU8rL9DUmHz5fjYbDLLmeyFK2Tkb9yTjaytxi/Qri7UwmeXj81ssq/w/y4qmmFPp35aV6/f/w3VaRQYRsSOxBPiZl73xt6mZV99XZbLdmG5e/p7X6EcOor38b4z63d1Zb9nI7jPKGWZ0L7s5ZNL8oOe4pS/cbaXZtpGQvdVh2i+t1ZrpIPWe+AqPDex364V0aUDQ7V8F+OUN/cScjKEUTrNNblF8o6LCnlr/XWHqtWQvZWKN+ePapg8iUOSx/jd9U6XM1JosnlbEGexzhyLY/CtYyZP1qltOKv98SYw82Bf3+NoOhl3aSHAMU2l0ve8okUaLoOcr8I84ch7CWvw/mXLSqTV3bqHJrdf7CZx3P8PSfcb9VqPrM/XoVgKugk6OvazX+/wrPBuOfyTIBL+lvWpZQjXeCyuXzMcreM/BXuchTerZqe+8EGi6xXKUy8mfwQbJtKNb3braOo+tP5fWvD2Kfkye6R01opMv/xtS+vdVXJy1dsJ6pW/zB9CiX/4L6yLz/NRaqYc/8bdU4Oqz5tH1fTbf1jvAj9Vm57/ggi8kufZ9niszWzwx4P3LQb9ZvyRX0Wf6vwh0y0qnPD/Dtrdjuf1NG5TNIH5Uw6tjo3CtItO/cb1tFmuw38mPfG1Y5f6wtShRoa+H5J3FVDudaz3uTD1fNfZ08Em8+vxu783Jx5dQYY3N5UcWustmyCPv0zJL6XY+N2xn1Zs2YSVRyl35tibYKJSZvw/CcrtTk6FF0WXF8EHn+7hbReyi5uYfYDWm//DGacNXi5Gm0w5cS1uVrtluX/3D+1K+6F7Siuv3CuhfMn8bz6p2+oamOXFM9t8zhfw4h4J/DEtrrHpi9Q6ii2k1RG6ks8dW5fvfGzzJw7nGd+/hv9dN78CBBpo//hjx1o39c7Mmf//BNPXrJ7INF3jd0SpPbPtJcdXMNCXuNoePRIbpesFMkcr4f1LHVTf5o6lhFe1D8/L/1jaxLKyoTuTEwVx5YIm/6UOhzmdP/hawmE2vL25X8izNlfggqPLQ+k8cMPtTt8M2FVPNB3ZEiy9P8bk0fdzW5/5bJEwag4YprHakk83OtgurD98bLULe9vp0yxUY92iJ6kDyTe8P/jYZuI/y0ct+1WLKcIdR0swcHi0HC9v4dhHSv30k68n5lahRd3ho6pVv+F5jjn87f32pMciXrfD9uXPqs87TXaqL4PpzDzFVfDtmq1erNLLs4wyg+cLW+fL+/Y3n2sBpXmyiXU4Xrr/4etRz3VyYeV7U04/LyrGHTT5f+sbjuLf5/E2Ijcz6TuFbR/EWXMHmsK8wQ/J5cEciXL/WoKr+vh7RdpXhGX3/G7l3JE+1ztky8PvL76h+K4jhceH8GFcbVtV8iXF79Iz7rl75nl8EFq/SG9Xf3GXk+uXTOs4M3O4OouVw18EFJS+tVy5zf35xjTpQO/nLr4Qrhs3FoM/C5IzjyPletCg2jL5f/sbvJPD9TVcqyW//cQmff/HfPWl++TGySfU0FULVklwnx1WdN1tJnHA0iIrMuZfWGMGT62W1CK0swwyUqy4dN3SvvgspW6kZbGeTv5+HrJTUnU5vn7kYpr+Hlka/hqx7JV2dpvmvbM5x5X0CCVlMUyzoqQu9hf7FK8hmkJYoujSLHHInPl/e8bbh+2HbfgfatbfYy4YIfD06u4RPP5y/v2NxWzbJWaxPHUdJT59X1ZRziTfunOhB6lpOul/6wQebRLIvZsJtnPsUWEnvuQZG8ubKw4LtEfjds/rj17yOHa49TO/8M1qZ9/BBMnnsKNW7O2PTjgIHmbdq6beek0yDK0XPxsz79tjVLpnmEnMZHfO2HrsmhP4fv/5ff8O1So6vfGG+7y7Xg+3Ut/DuZdJ8P5M34oS8Omb/9VBap/L/uo3ebd5NVqT79b74n58Un/gm0hjFXNj9+GsaXr40ObRfLvwr2iD8zthSvfMvP7/DM/43fDpWsp90d92kTyLqE+RdabSuq80eBp4X3ubxnjr+G+XVim+N1XORhf1uNs+Hqlua1jv+Z+Rf2H8dsWRn6ea7H6330iatkEHPrJIbkdRSA+vw9hfz6hbC7rd7rPXdVOmnHquP/4Y3ak12rlifDKdX/gg6bwnY6TX4Zt6qyO9brZWsHy2yHwQS4G/TZJTIer5ZMhWnE7JaF9wyN6DV7mfhWl7nwoHsq+d1NU5cYyMxf20GhLvtXz8b3DnDm/E5WNvSyjuXB/oZ8KDf43Ol3LdTnjFaiUoqMHX8OqGyXWntvQEvG0TCcv/uN7hspnKcrrla68uNU3AYrugaTo7aIpUidUv9dh3Vd59xXqWvfVh5Jo6ili/DvaFw98eMVuljZm+S/VYce/L7643hfV0+7MTgbTNkRzNoZeZgvqRYh3BnwJG7Uxj8vvG7at2Q91rcmnN/swXIielWFr8O0uiVfTMct5JA1mSnuo3/bCdWQGK0/+HfCXEVyNvb7hNiEOWbqjpST09uMc18Pzff1GnqNeoZfjuL91D8S/RL1WjRUsLwwsb4L5cwhvFwv0dZU7jG/y/3423rhAtNPu7YXbZLyXhMGVejMDoP2lg7FWDFy3j8PVVyPy/ltegl3Fv9U2Glvu+IOM7r6DcoappIeuBB7XlX/Bn4XI75vuxooSPHFWV6aUAl99caW853w9VRLl1wx6Oa9L12/FD8eumlpfC069zP6vlXLh/fltgkGrE5J/G3Lr6zL3NrY7JrXN27zjoeGM/tI16hbKWutKVYParkqF/4akbzMZX1n/8OcLblXpUJvBJXZcJe3fxsi9p6apu9Tdhmf3P0/+zxcL3M0tHfggqbTeTUd9li/BbDCoz8MyvG+Xw/mykG/zWyzT5ROn6t3f/8OVMyrRkBFYpUlEebN/4IKtZF/UueXdSuHe9qZQt8bfFZVNvca3Sy2aHDL2qI6agW7pNKrDcofXwx1K5A4GzpUUmWFOlE+HOZcnl4/HQ1/Dsb7fK1OPJurU2K13cId+P/DtCZPaxal0mNh2Qo0WX5DKLupNGqlqNJEtOjAfX2N5Po1HqneN5gteN54o9we3zooJKzbdl/Y2XepI3d+ueKxYyhpRhmbUyr3fJjaB4t27KHs5Y4uzXxOmgB8w+NdbPCfgg8/y0bDud1JZDCbVN6/VZX/8PS52hzLy2Ga2nobdX97TF3C3z4v8OdrpMeYM/BJrUWj8bpP1LHxCwb49VGy+Sw4kggJ6x5tHPhbM02ldU4pHvqgwzjTt8FXWuX6t8T8F8uzIfDuAS/JNf4eueFqNNDLajnpjCXU3GT3VL4ILdRZzvPx5dRTUha7VqdL/w9inzNqs2M8vl3Tcaa9FEs4Q+D50jfHwr21GK1xF+2MIniNDfrS2t+U/hTaq/vzZ6v9l/3wXbrK9a4jL/d0NvPvC+pvmqbM68W7n8PXLGL70cl/WrG1Zl/DLzyl7eFXJ9OUM0OozRB9jvqR97jUN+HIkiX76w7sO+biR5m7fq6sP8M4L//wtuc7m+4GUFlca4lT/4Lqb5eTbGX63w/WT+S9+w97JWknGmBj4pqtAicay0E8y3wrmVXvHqtqklepr4Ifjn/h6K1s3l2bKm+YaHuZlx5tRLlbWfh/vDPZOqX2p8UMsXphrPabtPy/rtB6XLSyja4cB4LW0N/ZSAZOLGvNAPwqm3hGXC4NfBFMGVncK5m/CtqR5nGO7xfDMXu3GYf8FWqLuPrWMvu/DtWnMvRFt8dB0qudRLEz8gPDcOz8v7+F8UeztmT4rBfn1F3dX+FdUrq+nkHmIE/4R7+Aj3ft3/+CmR5u/zuR+RO9MZfdXULRhfulr+EOJveOfG8bXx5oifnwh8r5qQR97RXGnwRNJfL907h8l5tTvfH/fWvjC/Xgi6u34jW67k8Ec8Sb7ID1gAABu+QZvAL8B5+QNcN6Uvr+Hics84+7ywLevjq8DOq+F+HzHEyXEXlhiGL36L7/gk2qWGt8EvLZiWocaTBl/+w5xnIlcsvtnPmLRfBJfPuX4IO0tzM7adzpHDTG+VYZ8hW/t11vhjV4vKxW2Hu0r5nlU/DGd0YZPiwcP4L/+Hy5epHUiY3wInue99+wIJsw9u6QJP/y9un+4u018bzZw5ei2Nj3CLbYp3L8+IS/jEK9NgFEd+n8bwz+8y45Gr9cma+H1va1BA+PvGvwk9uXZL/7je0yQ1nqHDZSb5x1NoYg9TzKqXR5/6SK8kLkCmFrl8P8gfnlvI02VhPsrYRxfx7oaEZ6eD/gg5cO4nLCt2HesqPS2PcH/03aTGCobz4I2tLq4igy//Qf5qDvmxodbIqFKo/StTyW4jZGgnaQtqd4+7oyBf+GJB8iXSlyAGL99ERUYamLJAfN1w6tWKCPtSgGnhfK4vsq9me+K0UnhlcGi+Nkupsbac6Fxjrk3ibV72VL26FvR/6H4ibrm4pCMv/AIPv7bsX+Nx3DbuT6TkPVGkmvdE95d6jmUEpmXihm5+jl5OiYE/hiruzdvi/m6/xtrVUw9yekZEe48zOzDjZdyjJxdxqX73xuF9VLwzNZHHLTx7wlwHUOWGXpMM3162O/jfG6iZZ9qFrJO71INj9VdPH9srmFZffrD0eltqzUKNXZvmy4/HN+by/r4d2qunyJ99zpDVHcZ5Lajnl9bfG6rdT9NcpuHDR1dSR/6hWIYWkquMucTBgT88+N9nUfXPwWJt/L280y5syqe5hf8O2d7ukzPjbnZj3eN3bqzMvN2ugrSDPxfQNMmpfjj6dJL8PyR/ccXhpHRH53/kvBNuzpf98bC57bhdNlsg7SiffqTNnfOEq2tzbvYompfhfLhsdoZ4e6+H3EcLuj7+htsioW69A+RpTvwlGOL3Wmp7+iw1wr+H6leo2CLZqNFou/K5lzw3NiHfZzkoc6/h3bjlkncRu3dDyvdyJQBSCEDwyR9nU0w7rRycEEOwp1xdRH43NYaoWoEJv2sqU1Su9nmfzXvPPK524L+sc4R+C+fYy6SHSbX4Q/7eHcwXl/+gQeJdzc+Zt1nCAaaLTnQ3Bqk0vah9cL/hYrPuVTPLmSO//f/CDHzBoX99QQkt9yvCdd73l/+gqQ285OsZVXtmpw7O98PFVLuVk2aqH8QzgI0s7D5jkzbh+e7Zf9cLZIzdeHnYxQy1minkTUk0Jf+vdmg78bhjGrWqGXfNyd7q/Rv+RlWl4wUiX/G57eDNnGeaqmiu4rTBB/ath/4eqMq53alMne+591/ljchmLX8Peb2S821nNu5S/Dt8cpVt6W1VVm4bcd/7/G2Z0ravVyYCv6uWTptIQSjt8DD37jq9QtJGt7+ffl/k0wVbL4zc7cv8zSEdQw6H/hSPXNM3nl+bmM0vZfvw9ma6Y3jquWm0LLJDf5/4L92i9SMDKt0qfc/i/8PTj7vezHL163YrMMKjux88IsEvDlxBRNh/4LN0pO1WSUpw3jjPwtlM0442q5VN30B/+G+f1/gu5arBmusNTLrr8cuWifwVbSefB5WMTNffhDk77u2kEDo/xsY91Va00+TIx7m9PKH9ETBVlP+CCfvrBB3lvVcJBxgk4s7eCJ86aXn/jd5It3yyqlK1yguw4rUao+5zYOFl/D2Z4jA+/69Nxo7w/0XS68cPW0Vvv/w7VrFbVhN8rHK9dCdA62MN3iePUbBr4dpVimvaqTzur4dz1+X1vobpBj7zMLLkraeSDP+wi8abgh1JSzlaeX4/D1V+5dtSfu+8c59Ak+nYK7/4Xw3zKouq/yWsa5gv+Ev+vgws+lUHaTOqs/6Sa+t47/4clmT6lSbM//ggrC8iXSm2J3yxU1XlTCgBL/9P0IrsXh+Hpu75BaR+Qw69dq/xGufPDMuD/11jc3edpZrhOJjcvPW8py0URSjtrg8u9qQy9s/HyC3jq73Xyb9Za3wrPshh/8KDTHlnpMi/4W3e0nXpdTyURZkKRhyIGnYc8CQbKC/TjJe/G2qk10XJt8uoe8qj+GGbkvCM+lv6wfwrLKZMax/cZE5eXIgOHGAx1/BBDfkXCkzS6rtrZMZotrEqGg6d8f743dYDyty5jv316zfm+0jbLp4y15tcLJp9B7l/e8K96aaSO3/AFeZ5BdROuGpn43n7y+4/+fk6rzd8vOprrG3aeoKWiSdzPszP3uFw8i6ZXParRJ0/42jaNntKb+3SwsyLMFiyTLVPkMbqjz68ZVQfwtNcvFQrpFsZnL9xzyZ8F+kNrmZdbNIJVpfP/ESaa/qsv36h6mVmIed0nUG/aj3sQRrSIA8I7jGdCL8zF16j/wrvfCdXFkhBn+zA9OZ/4dtzeb8+1Hhfmq3P6ptFfnQXj+NvVPFbjHpUtDCLXMijhyuWxiemcNvWeL/DutLJHeV2o2F7RLJpZX7Iu5z/w5pp4OG7P5LP/h7cxydDDf4KD7b3w09hzwxjSf/Clazru+PN6r1+DC598rEopKpHVruDWrYjcb/hbjFPjaDaStOtr+DPw5Q41S1hvCP/4JaT9s/zL+/jZ9OL8vzbY88pMK0l3De/lLsTOLuGGX+/G3v8Vkrl1LJT1cnWcRsZJaBfhwrqDUNG8v6G1/E9bL2sfYgM803cZfVijsz3D6Zhz9flYh3Wgp8I3chdd3LGi5y3Cl/3wtn6aN+WMTt2xKQ3nuEjD9tuJOd37jaW72xdxmc5K0lh1xlW0FNFNoZn/8O1e9K6dTU5j29PRY/xB2/yNoZl+vw9iv5fgg/EmVU91Kn+X37sbJHZZHpV9nzqzGFzhR9EaFkHkqTQwxqenPw93U48SXLnhke0Rppe7GlX1+F7yaan93CLpcTuhQ79OF4biTPjacx7K9Vs48dYpapfXkxjsUlhy06//w/0zqcvjVLzVgVw/fK4qYL4xb/BBbk6yzlI+UyuXJtX6R1BYSaLShdgfGSz/je3tm0uM79e33f5arDOB/t3UcCfzcM+X++gQWOFXufeQU2XdmHzhd0Ln8dS1/jZlWG8s/Mg1NQzgWdN7pvblO2cPVEZe2P/BBRbtqtO5d3ckdXxkmm8X+DC2sM6Nyx8FiQbjNPB4NtM38/DZTr3j9eG0VR/Bn6Mw+CLVsX5F89z/M83Xgihv3k8sv6+Gbv/gx/vJt14II5iNndHjiveT5gV6+n/4dvyVSs3DL05Ovl4hztX13h3ddFP1fJvu62k+Hzz2H7aMW/oFm131Tljb8J82JH3WX+/C+FN0zeeVDaxCbzV/L/7hjlrfHuc4d7jXanlV/grl/l439nnUg/lT8Odz658Orc/l99cF18Px8uffj9ap5fe/4VutKR/nXvw7v06fwQT1mly4T7Ll3GlCb9+dLMH9LNL+CSbr4QaeF+dSM48+u3nn/wR1en78PTVpn68+m8zE4p5nuOFJvhyR742aL7trJhN6nV0RpbILN8w6M9f67w3q3KGfTli/wlfD/1339jc2MyEnjy8tJdT4A6jCGwdcrai/4JOqmG/F59p2qUv+uCXPmeSk/l+G9aqV4/hf/guu3zy5fgrvdbN2u3HvYfjSnnrRE2kOPpOOLU1zSnUTuUXaGgyitTipG+fXvPw9OWFct1rKno3SWpbU33P5URB6WC9zQhN/Lw92m6wxO3fljZ+1rDp7l74zNGlZ7brkNZhbhHzmRxvrxg8pM9fG2a09X5WosVtizM+OuBQ2klETX4CD1vfg3DN1KTi0R/BORdbtPnNb42XHJXvUc6Pb2uSfaG5TdfwYbWrtZwqzmiLauBf8G3gg5PpO7JPdlONvn/4cqvHfouH4nv40pinbdHZx9ny4SbarKL1OmOuoaS2O/L/9gsJuXSZ86u029cO8klXetQ+crB3ECZrVW3Geq8MJLV4YF6f8E1ud3f2X76xsmbUvh3ASTrefrl7z68OzcR7733WLyjJcaTf/8EFw8VZ9N+tWw3G8/8bjf5n0yEc/ZnDf45EqurvBfd0ifq6Sy3G8eHps+afP8PeT7tllMnw88V/8fd36k/rm0xin8O9Pqevqq/KvPsu88070JryUKo6vcFVN8md5sr34eLPElwllTcS6mnHkvuXKYNFW0OzT+jAhX7Bw9RcPn/GkXNd1ardZ638//4J4fe9O6foNPDmEe6Mvpnf4enXfLbm/w9xPpuve5xoa7nYPzJ8i8vrvjtq1N8e8/8aVTRSdkuz5M29Q07w7GBxkNLbRuoYGJkBzv8O0EfZ9DOhZ7ZHJUbjBSNEE3HNv/+N91D3/9UseU++MfOOqHE6bIfD+84ba9haWJctND1JIPhyenpy/1VjYzu3cQtKseT+cNPlVN8/vPBqzjoI/V7GrXDks5lxG3Js+NqXubYRezSC8sm2E4ldTHt3J1tTIkWGTDQbv5brup8EpKl/HOdl/7wxevjk4vuFHoDqmq5ff8Lc2PqkN/Xn0r6Ha/8P3u2pP3WVT7B+GVqLl9fwoUtl49IoYjdX9Qu35i6Qfh6P+l+zxtYzF8gjeU2S+s3qAEUykE755SKdoy6G+2H97hax+NfnIv+j4bz64a8by99VmiXXMxLd1o1pKGZdDUsw8tPPw9ly/dosXQX9L+ARtXUf+C8pdNBvWfq3+Q8VWeuDTwRYQugq+rt343kNk6qQ2DuJWqRrCJ8ep4R8vJIX5rSQ9qFeMIc3aWK3Q7jM/Ph7nxO8Q7vRs8C63nwZLAJMU8v4GaNzLEVm42nk/bv5f/cPwyqzTlEdg69E7thH0l2GuU2hsbmgzZadLWpVzF+Vg+NJbbWVyAuRFMs+97sFbvUz3S8h/4MMc59NkyI417gtsZULDKL0fh+1qT/q2T93uJ//gqze7P8ndeX4U3uyWTNOr/8IfD3RGwud3y76bdZErun/Jcuv31jcqvE/Lz6bW2FsB3CKHbU0hr9Dynvh3nj7qrk+vxu//jbv1qWHVeYpBvfGv/L77kgql79/NTk7wfgw6b6qYX/8PrM+C+tLptrjKf/+C3xxZP9+GKe5v81UzDuG9H617hjLak3uVKn45xd/8O2lbV5t5c4qqVBI+vnkDTxV25oU5N+Hc8zZ+2OYOnENl7/p9Y2sNfXm2QTMsm7tXfmhlw1C//+HsJuuteX4PsT0w7rfL/7h6PLzny8nVSuHw1bX/w/aqmy/5WFzEZx+ZB/wVcz3S23vcy/34VvXHsLIBNJUmal6/xtns15bMxL59l17aY+Fa5F1YLn/jNzb3nyJ7zXL/hvcbxph+GLK5/BLm7/J8vw5llGlXcNTpf8O4ayvd+yVfue2X8l8v+CDSROH+HEGvH/2/jE2IX/wS43U3LsoPbUX1XxslVMv8KDYt1zfL2+3bJTj3eX/vBbe9upNig08NaIyG8XhqTL/jZ1LPwyki09NN9JObb1YMdmblpehB+9YCTee5GDdT/n/4J9NqpJcvw/LjJeq3XGm9NH/w7MxV2jY85vKddU//j6vn12pZ8qPFjL/XhKndyZv8F9SfMw91+ZrN534/y7pJO6v8E8n08mzb34d27rUWuXZfqzTvw/mz/BDzf1S9wtXekmK5T4RNpJ//4futc2ZYu817wl5n8v9Oofn2uMVy5/5QMNy01BK2l56ffahWK0/R+6r9iXE/8Em2TVsuLf2HL6a/Dn39Ahvmj2X6+htqouvdu27ZS6Z9KvTf6ZSVEHPzL/0CMpPyig08bTPXTOWa7lWsg+lZY5YyXoe5vP3EWrvv4d3rqWRctNMfJxdU+Q9YVjNInxt3PxtIRbnuWkv6Mmt0tv2TagzqfUTPSB8wWN3tRjZKZ0vUbE8aB/qDh8bvOzQS/x1UbEdJLhB8wVjCN3HUEduBnxtBzWtLLJquTO/mSuyGNlaD2BcQezyRSNoffhF8Tf4e27hygYqbhXV+NfqMN/kBLXYN0cv6+DAm9Ta0tQ5TG1YFmbdTlPh7lys32i+aO/r/y+q54Yomj2Ml1LduMXqFlHj+X/XG73jnqjG0H/WV8GiDeA//gp3qq6vzZY/F5PvHtt34dqXv63Vpn2C/vkPmz+G82Qtp084cpH+t8b3etT7PbfB+QXHJ3+Gr56idF90kyb8Ky98/qqqE2vLe3/wYS98+k29ie8nr/wUa3tzRc13YWKctDEmPgT702/CaMj/g0L+r4dk21NEHfG1Z8Zlxr4XWxzQE79jyrMWJD+NzWfV6cvu76UUqzFt1Dy/yNVT9jS478bXpu0pSuR5Stne+sMmE24Df6mCBK534u4EfrrrPTQ8KQNLn6Cdv98PS/scvP+S1QvLGc2RCa4cPISeP9Pvjv4f4+ZmV61URMCasPzG4IRa6W7vw+4iP4aS2/YphW8v7+NlwM+e8f9Zsb916zITUhs7rMGkV+v3AxdFVBe+DDZ22upaLrZuA9xIIs38ppahgz5r+F+fRPIz8ka1Spd7TyWLKetmZnj8bd43CZjnL/sS7nDa+d/vnacqIvZ0q9cv9eCC4Rv99moUhbVSs6W25mvBYqz6wj94+JU61yUw+RXp0fG0W5aD5EftH3c8Hew46TakFSmwS2yoWFd7For9XDuUqmCkvv+N5IAf6u82jRs9Vzm/o2UkD4w/8tSeIw6B8mXBX425yIzRE1s05N+19aUfk5NY71FtwSbsnhnbGC4wH1tHi/w/7u493S4rXZnsWBkOuxKK+3NM3X6/BcTFda4w+C+0q+bZp0ozOM/bL6/hHP/baeTX+GJ/kc9tyvyrEf/BNWvaU4vwT0kmo964fhnbUl9RgqtqD4M/C5L3wEe+j20V+at/gpL3Gsaml5Lu2X+rwnpK1c+uz4fzkl1uu6/yJsHR8msn8VW8/dfxklbz7l/VXrrXD0c5jWby3/JmH7B7nv4YlWdnTvctYuGZ1+EvF//uHvwQXDel+OZDi7JL3bMiaj/4Vps2fFXv1nSu6//xtVi/q96z5q4i3E/68MeHP2YZeL4d4XVj0v+C6lb7w36X4Jubp5ez/fh3z4XSRe1t4mw4rrEU8Vhg5OCgh/6f8N1rX7hN6Bf4e7vH2SyafrTNJo//w9nNF2skJMqYVw1xf/xtNJDR8m+Mukm+Kuz2vPIMus/4V4eKnDPrc1m7Wf/ghOsxs9wDPsLkm+Rv8L1qlARvxvdqL0Nn69I0NN78lk4ZeU9vEgpA4MogZ2vV//gngTP0WKc11zbyoyDfh/e+q8uN/uGH/4aliRGdPKJlMhJH/8F9U291VT4PlMqPKHRiDefgrj6/z4H6sVjGf534yXIvK3apM6H/h6aMJoewry959u08s4q3/xskN8tQ5uCE87yjFyjXBaipxvDGdRMs1D//42ySsqO59qjdJB68Tp+cgNdH7ccz+Hp+troidXOb/hRg06tGp56L4dmb3unVq7vtSrfXBLoyfr1D3VOh0bd3bdjXa7xtHiyKFESTR8L4+t8+WlZKKT//Gz/ja+42tj7mx2w0TStw9Qq7VUfSHo1NEiZxyfw7l6sy+xq2acc/Qgi1lpblfBB5vlsr1r6vTG5WjKDnNcG/h+5/Pe5sHVi1lsbKpC5kwUe/gg541a/5J5cz186v/jdpwjbnn9DkCF0fd+3+H+b5Z+xPP91gz8EXd4t/Y29OaPHKN8MVrfm19WITM76zs7qykw4viCHtLasv/uFN44oyvbm8u65MKr8bGV7rV0zd2Pe3BHdrPd/+DCHvaheSUP8Hfhi/FsUhG5Sx8KSb2g5uf40rO/zm5l/+gvMu9sLmg7htf7D3JS0UNLWUtvEv/bhTeN2jZN+eVFhdyyC/BTNuatKTHvm/BhTcOqahyPeENOl1jeYzCKeRB8P3s4bKNeBe915z+dunt9/BXbal5M59e6Jcy/G1jUx53+WKvdwHaEfjNUmjDUVawf8v7+Nt6pLGV0ia7bV0WUd1hJ8dT/+Ci2vx1a4PxszYENzkSd9ubHyz/hKEmFAELd0z3C7cIDWS+NzPXjuTSup7Un1fFNMtyt//hnOT/N5wb1p/8EG7W61VTJcXxj/aI8zaV8P6w48kyL/WfQ94nNjkBHJYzh4IOv5f6XGYMNViXer8mTLLh/Ji+Wsp8GfiiTLmQ1QxQt/wXlbn651c36kikoKbYOvH8kPxtUy67RX1BbwIf523vUU1i85gZOxD/L6/jY2tJcjmMZyT7uNc1k1xF7GwzeTfr3D9nfntd8Xgvxzvy/XuHpJaZZZ7UjPWDO6p6P/jfG3pDtTdm3Zrqsv7tIy9L8EGVN8lQIv4af9Imt5BZZlLqjqO7GQ4xfBBHFudN4z9mVVnWJewv/l+/xs+k8mp291VJJd8E/gZp/Hn8ZpvQZf91BBlYapXxcaaPCtlHMwZJ/nXCqj+C2Tpklhd98X42qPEszds/t2g29DdmgofwWNZ7w3mGlwS0K/xsL2hF99tWv7W82eHIVhmh/43l7e2vV+Xh+opVtZTf/G2YzS3+HyfRxtm2NRC52yX3Txnn/4dxtWLcuZieVvKeTtLf9fQfu+FFIbR2Heo1VkugCIqOZSL/L/7gupOP1cN6HbsvwQVPu5Xc2Le/2bJkWp5Swdi5TjsIcekNMrLxvmx1GZN5dn2eeozFMnDCPRbIRMfRb/hbc8qSh/vXp/w5suDMv/2F/JWH6gInk07NxZQdCu5Lkz/h7M823N5oXDfBq3rj9J1OlwwlX11jdVN7lN3y2Ej+MSxm8dfrBRsc8xNUksOVX8EM2PDcs3X4Uy+PuPWaPLDpjuTCX/1BX3drIc0Xn34V3pxzn1ciwT6c4cN3cjBQ6z+Hd3deptMXR4MuWv/+GJ+6q06pK5bG/y/+4yPr+x48ya865pN3YRU+9/Yb1pr8COMWkceNCLJin4L/LzrzLe+1hFv4epY5bm/OuXFG648sf+N2nJi9vbV5W4ob2FN4tVa7b8v/WCDd1tVpE+W3g/GJ1WDohuzp/BByGr1qo1nidZ1PFIoMHMo/L/umNwmjWX3L819K6Y52fsle4D1GegzzPrrornS/deFLMZsra647cp1G6esYfG0AqLqVSsl2z4rdr5PlDc8Q9qfPaSsMCTh4PrfvC1+43HWkWKQge6NTpfeyLvCRpFX7+/SG7ly3tDFsjF7GvVRsdynSmxLJn8KCr+Kr+e3gHXf+cjh6gDTw1ii2NU/8/L9a4V3eqkTed+DiymStoZwv8O98kuuNry8+eqLqp2aWBvsQ0ls3+F6Uvnr4q26rSdwdO8g9PSX/dQ9NiqXqiVOT56oZf31LQEv2bP+FNa2i2/7UtGIN67kX34iXLtk3f4VzeHfJ5TOkO+gL/8GF23VJdWg2+KnXMPzRr3Dt835efL1+obiVsMz8NEK1S55ficqv8nn/wvHFb4ufNYaS4XhE6/4aqtN3WrY+O+/wRQ34n5edPxGa59rL914e9rszT5yR1mCib92OOU+Hbz6PZXrsyfqdXn/l/vwruuFHuv75NRfw7t9VCq3yZwcOsR/5fp3UFWJ7bQEc8+fN+GThNsPtCd2l/wHjAAAIcFBm+AvwHp40PY80Tk3eeBDm1yplF5UH/Bf1TTPHX5FZkK9mvDeTHvoa4vS/4Y5cSI3Z9XymZdry7pv9YMvr9B/oh9pbnT0uhfpw23mTKh+H+Lxj/NVLn1yjhRNssjjLov+uGNorJebfKrqHrJgg/O2wX+CcuOSJeTyx6/E9PjXIYzb/gr7Q3Mh+s53pT6K78GHLd0TrDPw+4Iu9cO8tOpZdV9IXKbTucmfFdzdrCPGfwW8Mo8zSypYZff8V5oQ483V8N19NN7X8MW7wZ+K8zy9sX6+htLu0sOeSlMVVyz3dhtGUL+Nktwf+CvoBVmYb5f4Z5R5e5+CDWlNVH6b8wcKLHmD50TP8FPm/JjPcufPw7e5gaVN3+zZqTCiKf/xsmjNTvUs8mrv2slZrzJUQR9xKN+ZIoYmXw7c3fD3vr19pzE7E23O9JFU/wV3uk90nzEpfh6rp8yANnh1dMj1ZD2gbi0mlZnnv+Ny+X1RtHk5l7j+T7t9xjVra51IY6XxvPe5jKvhnrYy+SiVVlj4memRxzhVt408/8btvuFWXsvJc8Z43Yx7esXiqpp84k6mr4dsBg4sXxjztVyl6vl9Qwk9mLi8uuIOSnoWFbn//gg7Q+2aTkzvh/8I3Y/Bh7XTdfh+ZMX5fuvBBhNWR9585c8gkq2PTcouM5fITl9/w9c4kfPeM1K1pcxL3g/OFCtcV+N4TeUrW8W66Su5Qa7YLR+E7i7WGyOQJoKVhfD21Jp0DTdw+8TcnXnTARepKk0neBo/4205KOxlzTiQZ0FFo/kXr5au+XZk1+FimmNf3vwj/f+DPxRKcvuO0v43lle64wvrW8w+rM5L4Yu7y5qr4T5AyTLlOHro/ggrkOvNhsy8/dzCTO1Z+bkv4eJdaSUuH12lZn6kWuOVpl2Wnw+VZ1t3qLgY8/Bjej2wzqlW0/kRBqLo24J/GxP/Fc+u9yjqziQTewjeP4RfpD9X//BTDvvyc0rst1TpBl/Xwrt8LFdmn7TljwYoanPmNEb6GX/7C3dMNmUwtnuENRuI2IOWCYEPwtQyxKzJ/qp+Pqtry//YejfMzvW9u9fqega/jdX+XtlxN+TaeLIen3CXyNh/8LUqvHe23CdtXsE00t+8z+Fp4RLm6es0S1//D2a9kbpXHOfNQhewopHNQwnGwLOej//C1PHxKfNvfCkkt/Mr/L694f3Le4XVtRSpD1lqsYUppE85fHdy/+o2628lvdybWbLnE46d7bp7NN/gw8Kq48gjX/bpoUJRf+HaeP72Pd7vpB62u/QaLrDktUjdvXh67n5f+sb3e6nD+7ml8jY1Z6zA9wyq8++HZ5d4d80yMh1LX8inyLy+/uHsUVu8lrfrJUPaAn9Q78boihfD9zNqyaSXd4b8fhMlvk/hrC5f76C/n9KM2EesTakQuYh2LC6lI+FZYzcm+fGJho5Zf+U0XGal0HHCPwX9TFWpdJsU3DH3/8MRyfskpf+v18bO/4Xu4ZJOHrbmtWThM/tyrEB0/BXGlicgZFwl5WLm7Pjfh3THu6xleo7hfh22/8EF02vj7n0YU3vlt9w+54QR8nd/h/NK8Ezwe9Iaasrt0OMobRXrQ8i/xtPVajNOtS5m7vS1wg/mKi/5f98bUao6Wze2nEWR/9Xb7XL4S+jGyJvFFx2T+HeTycn3GX+/MHi/+Fb31Nh1eKPJLRS//wxLM+0lVJJh8f6fGPwX5caXrdf4k1rd6n4LML7GVpWV7Qa+Ntm2hMr7Y52EL5dNQfFkipMGcJ9FqOTswOyh0OS8Evv+HpOfUkvxP3wtqRPZSNf/l/Xobu3Hl1ace3yS7F7aBVPKhYz5UC+f/Cl2cVSs3fm+ML/HxdVXLL+HM9rxWzV8hf/Gz++1Jihrhlv9ooP4Er2fLj/wvnIyZeVwt1Hhv/p9/gon+TPP+uH4IKz5ZNPSkFqV73f8EE+t9yL3PBuNz7kmf9e4IO4Y9m5M6SlVw9RPN/8b+afCvHhrEK1ncgpaJKV0EVv8v7+F5vzOz+H/3SJH579DlEaw4l0TCTn1k4UjfMypTytj+WQ5uZeeZfBZPL4e+vLCz8Fdd5v58sJf78F+bm1/fCekHT5hZwNAi9cdfW/+CDuWJBHV9ZUZjuj3cuxsH0ESR8fPlYslkYFE/H3cGngixf8Ph2tkvvTvpnvb+GIt3zZU/jarz3U8lywaibcwvuXWP/gr6mMqp/ZnHl8X43UbojphEz+rxVvT5mVbzacapnX/43SU2tNcu9JLVpf2z38Et972mPwtznAmfl+VX+GYfb8EtprpT5jHw3rfb5/OsYWl/+gzmjDmlhMWdSdYORdP0XxvJMEfsrs+Q7e0fuYmvh3gh7v5fX7Cmb4z93+1JQ+Uqusv91Qd93sq1D35JqLVyfNkAEH/vnPD96lqwSf6nmef83Dmw/hjaGV5oq3ysjMX/43onC6kr27UU+ZMQ8zUq1KodiMXI/qYGhi2r1y/34Krh323evnN3J8U2X/vG3Ue/PZcTP4+uVFPglOM0/YFwzN6kRc3w/t2lMXpZKvC+6vb/G4dzou/Jk+ZW6XKHeCh7YHmIS3XFo0mDTwvy83l0doe93+N1fD2M+JG8PeIJSKzIsVPYe6R9cb/8bSCRXBu+WXLttd0uxrGHmiRf5f9bBBrc9er69KWIDoJTF+X1+w7J345vM0u5V05/XDC3LH5cCbvtD53/xuM+5Z54q+PsvzUFpvjag1TbLDVlL+NpPPc+7hlxK6M6j6Jq62L/X0Nnmm7jV3ZxJLLlwh27EuZocloPCT33Hww8Jwy1f/Gxv9Tdnm6/HqP/iqHVaCTWGJ6BFQLiR/jvJRIjc/xvD3tsP1HdJmBv1XSb6bRzWcpRj0W+QxJ/99YexvHDLQ91Sql/aIz11zjEPrXpLaaKczMooNBl+H5WB1qi6NVklWvf9OWTXJbNOMmDiBNmsFp8bbnzci7l/rZyvIlem6pxzCHFPixOnhKxbG+NnVp9No9oeSX+y/PalmGzo8qSmjtRbv9YhN9nvfG8VuzXuW6hffhS6hbOlGrNt3tw5w6XYUeR+NtbL5LumW8IzTRR+dtasE6PauNFceimbuW/BBWrbXvx2ersjOWKm2wS7d4z6n/GHbmTHuWoPcdJfetQ7xc0Y5VuWS3F7gQFLrXbVHvXrScbUsqzFGiZMT9xc2xXJEpMAa+vlZj1YlXELRNC3q/jZeSqhp7fc2BlVPSv5qKOfPZYvvekI/HIYuZ6b/YeRcggooz+NnfxJF/2+yHOX8K2preap84ma4+YSqBp4X5ertkfWLAJHunx3fQ/KMHylQiPjbqnUObw3lmC4YVUx8U+FL6hBbmVTu70U/G81+ssmtn9261HVaYeePjwh5faHFw+7D07l/t1G3K8cUgftMq9d/9OrIxDY7WoXFtPjF/JaXvXqzNrM0F67aGza0myj1VZVWHqZQ/fjvijLqnQuYciTOyc/y/v4IMtBmP4SX5f1wrNmW8aIY1cLmLhpekl7F/YfqpW2OhNw65E8qZN1OriLyjD+HET67cZm9LL9r42WvSTrfJt88lkqbKDezY0UaK3B8CUz+v343wy8es6V81QYIE99h6K+P//G+bqEeNObpa6jpHvhIN9y4d/Py/V6jbe3cu8tpR5SNS1E73pH4fVhsdzLzz1HtpL/a4eqq/Ihwmo5F4mx0NdO8moknVlJ3xqRKvaUbWkpO6ejuG95yTZORcYpDnvTaohiSUXF3s+mvCm+t3erlxcVmX/y178FPP5n/mi8vxuNVExUgZ1lZzh4Vt6Fo3yOqZc8zResRcZdBA0Evu/15f31G4yu2xdiPQfznwIWU/CNz8Y44XDwl0sP7o3hYS8jB3ddGvu+N2oXuDMuh/bQHqUXnJtzrx7jimn++wt5wr8FeyXZdRYvLsW8fBNwnrWb/8IM/C83M6tJPly+WGnV8QvS933Py/f4Ym/NvLH5/6XpMF1fG6UZV9/e1tVd52MNF5hiSeqU4dCHOr3t/w72kgzU7Oh3pn6qicz2h5XhqBg7/G3V8H8S/RfDPY20y1hF7uGndOo8Mqpxfy0qlKrS/jfOOdMyLizfa9amxZI2CFfNM5mOCM+Xb2R1pY3WmplymS/Nyv2tvzYcqWq/GHjahP6vjebHjKtmuQF5hkY63/Evla4XsucxdtYur1DwetSiX9vjd1K7k3viTTNG8UtsrfeLsnmWVQP+X/vG23UkNeWopsZDmjh+M9V0d4hvzCrccrCfWze/d0Xxtlahduq+3mjxrZst38Dj2RvDWuKzz3ZY0Es3VVL6/gv1SVYd+YX1xzgU6SsWo/l/+wQc+ONUlhLJNzCltdfInh7sNeXh2XU0wJt0NLl/XwQW0y7G9tcPaUqmv5XW00NEoypgl/G2tSKKw6yibFY/jSS+n0JMn13UsbJyGZ6qSTuvSG0yxjzaeJMZxH2e+2I/xGyuR1Q1yW1aDqVMxEbLi6W4e+NrO72lMm5vuSV/zJumQMQPv9+oe23qHTyU2TzYciuJ5WhtcZjmOjxBuR3ADTG01Wrh7y9mrLWnPcVgfe8HH7kXlG4dFX0N1H0zrcuWr6hYusYpg8fcfsqj0he9e3Pi1mH8btVUkTd6v+nCuTnwIXyFG4Qf6DD6q7WkkiQXNNEH4b6bi3vdw9+DNfQX83KyT6sRhYb5tV3y/9Y2V6iMM0qm97D/6li/PR11xUvHpeuHb7AIHzw3A5fX8bUnKwjKGeO6U98bna/3nStJfmLnMS+vnf1BL/G475H4bypzc0OOmWpe+jbd/4J7rMifLk+Gc5l+vwVYn1Jzfbt8vwxlX6uqhuIpoPZRT14JbyuEeftfLX4Xg94yT58ydXfq8PTNaJS/r4XniM+vxJHxDq7s4ZUbEYsQfH5JF8V1+NuGq0Sp4p7FM0jSfyW2/T+Fr0RpmvyRWrYoDHVn21/w9wm2d1dWT6tJ5WrZL1zH3CBasrKK1ojfBt/G5cJFhtlxMWOfq6SH1XtlG7BN7KUt422YL3y+r+GeMM/R5SakzyHkHD/BRkjn1ZO78PYnxvz33e5/DeBajlVP/8GGTZtHqc11aKPkCUlDhD/58bJo1ir+7X2uV0Q/k5yTxrQ/yDW3KXLf/h7KyMEiqTbbU3C27KVoJvztn3zi3CXkMl1ibP868GfYrefR2n/gr3U2Fycm3nbL/fjZc6tRhd9Kp/36ln/Ct+bFhR3C41/+/UbeQoEe8B494PnioPDzRGI5ap7l6joebWumIIfKfFAijaKX6vxtWpijbf3csgXVOohTS5wXOdhMYSokBqY2tl/esbyem96XcbpP1CXTe3FJaB5pRP1FtLOJ/D1xpX2fxmh2rvzUvz6YaYQEun5UFXoV/jcu2yUdmM12Wm/OzxvHo0SyZ9R4j/7FgT6vIr9Fcv0/h2F2nUM8M07Ppg6zPF+1NKt09N418L+bWWU2sVCTSEKH3un0WAfxtd4m0jWGsVf12w582TP4pG+9kX9ZtDgJWUkuaiH+OHfuO/GyR3SypqbczT7GfGS1Qu64Q991sZfn4elR9642Xi79/mYknD3SU8ddZS2X75mveG6VvW+Hd7nHs7K2tc4COI+MjKuWra8uy0p8bl/xDRYyuCV0lXxB+qKkxcJHMrZjYzNb5S/94276mY/LKynltXZMLnoYTWrkXD9Mi+N4z29Tt1lxWQvbMbxJbq03uu3WzrVxsPvjuK/XdoeyID6Pc6pY30usLDZVSZvIcdMWRu/Qdz8bO3c0kD1vubqmVUeWQZUXbMWnfueiinaudl/vxusO/9H6JIgO/nnhxPmxs3lDI4HFR2KplnFGFZhw5tJFN/Dc8v1Tra//g08bHF/h7lOKhxnTdY92x3beo/pDRezj4zH+/sL8/us6kqyasqEo7ApuU98bC/ExBlGbFxn1bgXZ4t2ls8kQP+eurFb0/hMZzRNSt7avl/+xu+4alJUw0zDdbJl8S98d8He95/y/743OSHKv0zWdty3O3IXJovb+G3WXKUvqrtjcMqsEwqfD97DeFnKsm9d4b4hHgrXZXpATfuPo1z/wQVZF5kj9ynUg13IXlas/BBr38YNm5IjST3jt287uHg92WkoF4hd00Q8vr+Npp3HO3eGWmfyjprSN8JujidtI6zadpHLaGvjoqet9EFy/+o26UnvmzStGVLfuPy93k0e2Lmvgv+N2Sk2K/DOTrtY5U7+ozzB6nBeR+BJr+q/G8KNiTGeTHUDo03rdu6udhHEf8NLN/WX9+wQc2GmagceDP7bbrX4VRjl2YEPu6vy5M9Q7NSvxs39X2n5uJwFtR5ieNYcM+YJBq+N7/KMPw9ztX4khy18N1Km3DyMsSNGqXm+8bGs1+SpSbyaZKaf+G9h57uVyGTvQu55zXjn8b3jiA005zfbpN/JGxv3mKG+W26y0moMOtiIebJPf6v3BVPrtotTOrHFe39+CDFhFNOadCF0G6olPgpMaUcIUVlMgQP8+3T/FRLxl+Nv3qP3+MpqXzc37/3YlrgLZraX1sitB8Gfhzaqx+8ZKn4Jod9Pu74ZfuvHXf21rL71w8UZ/L89S9WuuM1HkFI2b0qWTRaiXUC398+X+3UbXiL3bxFQ00p4cB+TU3DqpVBPZm4fHhZolrG6lfvh+GqDWsjxPhRqKlJj2dpn4mInlK/XBwaIw6iYEuCvxt87Mu3D+aNtdzRVqrHZu7HMCjQYH3hT43Ecl6OpUYPh5p+NrUXExUSump1IYZtbU9+X/1BBaUn+y6fNPKsI2W1aMEXjfyomrRX3h/bm8/iWE8DdbTDthNm/9o1Hk/4IJjSlyXaXmJX5XKwMMMonsje/no1sfeiixfG6y1Cmc4sPnGK+Pe0kaX5geNuHT/GjvhvWn43n+qm+5qck1cg5H564nLNEKXB/4a1mp0Bus9hnLjds+k6Q0WuwX8vyW7jdvc9byL7m5kdJ8C5wiWZGIqSC+HTJf1ZxJ4c3JIpT0NlY0kfcRk25tPJXXrwphnbzFmF9DEl5fr1CuxGEus9/9Amal92qfphqEi6yXL+r4X3Ju0PSilvD8OkuafDsX/l9d8bubXlXfyyvWdqYStGHqbvzZZzgtQ8odd42ihs4MatuzSmjWHb82luXJdlzd18ha9boLESa8tXWN2ihtQteU9WrqTnCklPY0LsUj2hq+qt0EfWpFvxF+L5IYcfdb3Bn4XmZin9a94RVRSLVokqn4Kp287yfc3cfBRcl1c3py/BdjPtrXLL6+43GGXTdHXhFdJkKNz5trmm6Nu0g5jK+u20d+DCqJwil58npL3LPvNbQqVf4LOW8/Nrvlxb+fgmur7a7H42maurbSUrkt0fsSVbqUWNMwtIH61DWejgpNELCTf3sjv6G10AqVqadQ7Uc3y/HQ3uye4ZpU1Pgntiv436wxW5cDfnaH6qX9B5pCg8c9CPioo+mEvgOpStwhcPXPGvjd3+2HZKbFOjRh0stduVXKFUWy+eQE5dP67mP/jamqt/kN9Lh3Lyr7TK38yjHccPXGMEdU/4ILRWaS3z65krmHWEu/L6ycbUL8JrSCj28j8S1Oqeqdnvb8WmpTYGLwZ2g6X1fw7SSVNpfMOc+pMprLMKFfqlJHrdhaQ6z9OcDpff6D/Rh1lFlSGlMNWOF/dcZrgRev6jVNrx1n8bUvmjZbU3UU2pvJ3HMxWk4UN6JLmEOqWhs9y8vp21IDCuU28MZkluvbHIe8cwaK1El9+rG7xNnGvNyI55yN9/2PWt5v2iNdUHaZR6yJzo/qk3SrihuSTyFudq6Ylek/O7TC08lwNPDmEGMG7vyU+Ej6nVGVPmD81o7P8nl/xNS+LVl/BJap9fhSfrLk8vm665NfvwYeeLy76UaeMLJdr4dlhdcjLb7S/HO4G2vBfJkelTszpTx/+GrSd4q3X/x1Af/xviW95cWvbXa/Yzl//w1PvXvts1f43u2bNtZm1u+rSrdyJf+CCf5eS3Lr7P1i6nn+/cPTRafhMcb608EL2E1hLf44UqsqvggrJNYR9H/P+XSbwiH8PsEV21Aeer4ftGzbgm+HIc4fHn0plgoZbmgz/43l0LVSp1BQbDBtFqWNntv4PmLOQTHvjaVqAjF3PsXDei2zp6h0gi+aazPlPlCKQXlm3NbzfOG/ggqdtKO+b7ytbevL4yFGGusuF2BVfOord/PX8Mfe47Bp4fuuW9RvK37IrqyWRSGsp7zTjL26/w7SMVajGfNbkvJxmpRncGzXJc9hpd+u6Gw89yWUPH4r4it5upeTao/Bw0liyYLLCe7UYEute/Jff8F8pE8iSd2w08fl7Csagwr6zdkqYwQ7c+zh/G97UICb8t4XMtcJfauPvaw1gWDW5Jtb3HcEn1bt+i+Nu/vvPNy+imCb9VKewRFX6NmlFFUg47x5rmJ/G2xHDxyNoj0dqSztO8/M5y3bue3jd+43Ud0tTQiHNavkZN1PUyuU2cmPhv+Y6+vxuTyURm1JZcfAsGqn3OtyZZxRA37bryBhiAn1T26+i/Ds3MUS+UVGhQcFW3bVXzIdXcIUs+nhJv7TXJvv/h/dE7ejJsdG2TjKvcSjuij5F0SX+YWbHl/3UbJrx/JvvJ2E3UX4G+ngGnb//h6GOtq3Vd8ao7bUpkqzidKPF58PRCiOTC2rm5+jxZ+2T1naEGrVaZsnmiUq4GuPfG9H6O4j/T0kY9OJtLahZyElc9GTjYb/O72qDlDV4s+C+ptk1xO1C+b4eSQGdP/8bx+58ED/wpnFJMWPqPES3WRthYi6Qh/O7sG7C+wWwR+X9wEm2mcX/xtPNx9MsOW1Wd5uVNPJsjyrH/CTLas1HLIl9d1G+rSt1p3ylHr4fzR/LfWQbvYS8BG3dLS/0lY3OduH/HUjVLu5O/0IfJc/GlfbVNafXG13E7W6YNF3hfL+PcVnd4e5UqCfPgg4b2wz7YYoP7PsiPrEVBLZFxROvnuaQpY7IH35Hw7r0LB6qMSSwZ2skFwkboi/Xnj3a36Dv8L3fj3uHvW58c5EuI//h/JubQzyb2Vja+L/VAK79eT6Dnwpn+sSPI3yyJJ24j2Ev9eaQlpfBBrSSVwbslsI4I8dNDKfdjUkYoQJq5qX9/G3d7i74v53vdy41g+0Xr7aJdO9L79Aunl9/xtQzvfaepmMueePxw8v4wF2ohdY+VLSW6+N5HvqE+pHlcy7yfZMKVFRc7Fiiw4FrQy7/jfaRsud4rJhNzPlaSMDLaHlY5a+ohX4evzYS36Yb8iL8OCb1t8p0qCavhXc9fNJTa17WZ6vT5f78K05aZdatlUVr1unWpq/xvMd4Gff3x5W+duzNtymrV/lnWuNvZ8S5NFyJZMPds313CdrD/4Jfd87dvwVbpuTVtw/og5ecfD0n8esdg6OVbevnVbFyD6KVzl9fwz4MQfhMcFFqsiw44tCzxg0X2HMJJ/zm3cZSP+N7m7sz7H+Rqv4K+27TEi2vX/42k2PbHLutzQe/m4YxRdxOQezMnmD5zjafY5f/obl23IQD+o0rNReuXwrj6Xtmq8dOWCVZwhPkmDT43uhixvG7L6zSeN3iDmx2mlkj72hd5f+sbO5LG9eZuk7tfpI+4/tAi+tmv+F5eatRJjVTOtL6xU9hwj0oebV/h67WyZG9Xu3VItVggekgT19T6RfdwNgqx3xuR9V6muOp5iTu/hRZZa3NLG7ZnDjuvS47D+Nqt4mwrRD1+9hFfks2/vmq9f/8bQtNuYIyPIGM0oUkD/6/ZafRNrz3CvuJhCEfaz2RR/D3VILaJHT2Bnl7sbb2qGYOtfdy/T+Hs8vwZdW1tMtbG6/Lfv3SN3vQux4d+H9WyfNx2l4l91kgfR5KaFVWJf38GHnw0ia/GHtHR90p7l5Ry1vh2BG0Wdx+iH13Zwvqbz6GRalndumpOiu7Vy/34e3Ip7tCHpP+57eEbwUBxgHGQP/Gwn2teangh/jZgzj9UmT1znWDeYPnDoT/9D7n/gw3uoayrtjGfTl//ggzcOjhuQNWdTVJg0ZvsPMJ1Hwm3vm49Ro01a9Q7VXSvc+cWN6ynI033/8NyfxcxeGzw+ndYM+gTkhRx7hmpOMV+NLOceFeXTrsk7F8YmppPSjN8doytEQ65ufI3nL+/YL5cw8jT5T7+/y5JtYnlrP+Fb7k27rOmNI//l+tOw7VcO+sFTlUxzzN78E/4jV1X7Ctn70U0Oh1c9N2N4/qLhxh+iyfBRu1qEbLmFl/7oKUrpHj44rzafnibKPn9l/usbQ9+lctwuanlx+5Btz9lM7gxc7+FeVnk1KSXtDvFkD9Mikn/wUU29Q9pGzxa9RutVqXG6n8YW39UJu9DHvjpOZG3iz43HOWN194uaEaySbuBR8w+YJsVf/BhWPbC+o00lQU6G3uw1uXhpFX/BBvfLNSuaPVc1wk1T197yjvxtmM9+Zdami5uVei60HOUE/9fmuE0KT1qF/43ITJ7RJ2m53GamZ5rB3ZYNXBtBjVg5cDsr7G89pOy+o4raxF0qvD1PZ8N9MWIgO/tfqNvt8N+TrOyHD9PpxcxDZiNxwU7wDW59xss/1x0lu2bXtRWwn6s11z2IX9xppAs1S8eeh+NngS3bkI3dm4Uvr18NrdPGi2cKMP/wR1rKKDPsOaw1TQCLw7LQffWN2nbHmKrd35n9ZhRrk3ePUWf/G5o0Wf3uuQ85xf3ITBIZr/h3Wt3cv8ssPw+5/Ry/f4Q7TpJJPcYle/cEFag9/UaXpjSqMAAycup0SjbYMx1015I3Jt9dvjvllY16qZduHeWlzf42MXkvC/Lauvwz0KYTnojs6phuz2w1Dy3Nv4zgj95h7ztm/aPXzZl9/w1HdL1SDoJQmv75fV/CtMZqDXuriXtHFdvbzdj+HqKw6+mXDZhk8s7cupqI86X/xsO+QZLvqTajb0/zPLf1HYqLQJscJtYR/DueJ/Pl7E1zoxfMvvBiZLqQKPok+F5s+73ccJwbT16kO8Potv8EMMdzf1l/3xtSJAyqKnAX2Jvb5Sfn6n5WRmsSZTX9//DtYW949TmtZU4cbV/4f3gj6qDOX+OLi9/myZp/D+8eZVTcYrnX21fv48bP/G3YM+O+qx8shWGR5+J3hWr+MOm3i67P55y+G8r+DPw15mT6v4blvf8FWYzdKVPNGX/j8Rmk7cZLZf4jUuadxvvhWYLD21myRbN601PzV/+Hr29Pz6E+UeaP8XDtJf/wrK9Dk7pTtNQpn3j/+Fc/lWL/wpesvmeyBwt/Ea25e8v+riLd0tUl4eqqSnna2Rpx39vhveDgZ66w9tsllabTlgeaoJP/8QTNJ1XubvocXUhPc2X39Q9wZmVI8gnnNL66y58zrDzQfZP1k8NVfwrveo7rkGfAjrrz46Vzv/FL/h6mEf+e3zxOf1/vaYPE3+Nhqvja7zGSPS9mROzq18BF7nyatVTn+rirsIjYOHaHElRxNwd+Havu37kbatJqmmpfCgQ+vS3E7MV20qHeIV6KEly/8MxqI56hFchl4Ef+vcM2yW21sx/DWymPnq1T/wrduyj7JIdCSY+ATFAgJ3bh/lR3AeUAAAcnUGaAC/Aefig1l+5kL8+DAmPdG8ZqzimMzI1Kew3IZWuF+U2PeSt2jPH2T//BFz8nc/DXTdvkJSrlDPwQcea2ffdquOEbiv/D/G+5ptrE2Dx7+Vg7CL+f4YrpRXmxl0uon2pv8EXUN+Zl/esEHDpqTF1P7zFMy2Sr/y/60DDxk13ac/MsH7Vaj+CvhA9y61kx3jbKLL/rh8vPVrW51L8MyHjLK3bImBI3/bfhbk8U0t77RmIkXfDMW70/D/U+BSyZG4nP9yGc7yG/GNfh6HlI5GfjfNXJIvVvW8+29dx7T/w5WniQflNzacO/G8thhlaF7JK43XpM6/0ZQQdjTbR9kr8GHNRMPZPdU+3+7RY4bel/3wx4t3m1fXjbL4bkl64aXz/gz7FTeO8txpfgv4ZuxvNlNuWAKnQKPASa2ODI/KTZX9DeWTu9U77Vq8TufYVNRlPlJCdU7w03cqxjHr8Ec1S9hxVX8y/06hfDvZc+arGNTKmGQ+t2qJEF/D+o+1L21l0W0orMem7XYbDMOHDstv/wpj54kF8Gj3+Gjst7M24pGX/XG4b863NnoPdSv1pm2aH+wEH+q79vfP/D20RsmyzNyTvN/cPnX+/lBBjP/U3LMQ4dip2lCnPB6/Y5+SLkTXu/oF8HTzWm3GlgwvYJU761KJkP3rYz8bdY00B7J5Kdur5UdvEshpLILodkak1C/wQU80rmzhRoqP4ww/zyf42F/oWXdXvO8eVcl7T/TkzVB5f18KTebk2fG2jwvO5HLna+g3KrnvqzMqP/8O7rrOuXQx7bShOSy/+N3iXLrCdLLbam6Xkx9oxMOMonZKGz/hSeLGmxE9y9a4o5Zc2Sp+CC0oS/c5DNDfEzfCb5i+ZZXIav8bs2jEtp63XOy1Obl3ynw5qoNS+r6hb4S2qW7bbilNI2nMWk3v4KovGKb1V5u34IOkXSErPL8kcHyBYgsG7u4OX9fBgS0qc9rMaX5BMO83/w+WXvr9kZ/+fk0Jmo/wzTUlY0J6y38PQ3TSSNZlQ+ZE99pcUaH54akp4dkhL6v4IObJHV3bVKetr2bPhP7Ya2L/300BvwQQ31DXKPXqt3CG+Q35h0P57at/DtNrXW7bbrJwn3zNksTI+Ig4iTv/43a5trzyHFpbwrOp4OHNvrLMO4/qHl/BfLP5JZhw1dHhDQu+//GwxMfbJ0NT3tQ7qG9hKcOc9NalHSDJPiZff8b4T1dunZPtH67ZDbS7ZkRsc3/DVpsU68vwx29fHNC0vp/h+ZKw956xuszLzOGs5Fzg77+xuNZ3r3xfklqbe6R8/4LvaPpoLSb8P5de93qpK4VOEiLx/8GHL43VsYGFUaBoxUQL1uf+FsqxMi80dwtJEfG38Gi6w1Kf01mDMb//wVbkVMmWTTuuVZby/DHcsDoObtMSLU48+k6M9Y/h2MMmE/NJVfdrQ9EUoeMRztFvh+Ru3W98NZUVopL6tH//G5o/d6r61irik4e1/426niyJM073N3xfxgMRcffM0+XlKfG4hnj5v89eaPelBfdLq/PNW9B/DN1+h3CHGseS8ukD38byY1tCE/g0Qy9Xxlvlz0qKJz33VfGfDwdKtmHVpI77WCj1vjcx/DTJb17VcPXtoBE3du7hK0oGpLvggw9TKn2e7t78GWulz/4dzbFpK+apwIvDDrdhNBfqSuT4btPr7x7UxeX/TwQTZGGNq/E1w33DiFqYEnsd7MZffG2pOzrL33rY91/AdQzG4Tzxz1cD3IvjdtdSa5t5Obd+eWk9l6//wzK05zy+DMUl8R/wT17qavF+Fbn92EhB7tTprSDphbL/8Ndy7BxorB/lA7oeWvGMssBBp4X3rjtCjSdvnBCMvbhI/avob4c1mx8n7G1E+OYijOFJLqKBhtJuHLJsDLl/XwX1kmt27n7Jki2v2ok+At4P+N3tDys+QjN8nj/rZkTYunuIIh5aPybO/N2X6/G6rky92Ie+Gfzbri0PCromDGLyrSiugext0xdMQ5duHOHFapDEorMAa2vtmcbbkkvjcxsb74rd11yv98x4YvVbcGOpf0N4f9GoJ6d1PkSGI9bzJhUxgs1lLiLmIru1cjRrl++sbLZls56poaTvVyM8bzB/srhP3gXwxy/c32S5j07jjT2P8BS+v4e3TLwmZWIP7o/fWEXJLd9Jv8M5cvuXWHIk35f/UbWo7IrS/HqkpfDeW1jbzaXjZMzeCXAvh7d3H10ZaGduxJPlqCDxQq3+UKwQ/NxHxGGPeZN/G3qcjn8mdRuriWOAxMt6UOHi3k51/h+aTZVJ3/8nUgXIP3/8J+bTRe/xvmx+pWWbha2H8VVUyvqY81NnxvUmvbnhmzGjf6ubgTPRj1sj/4fl9aA93y0Y/XOjf9JJ41PTV8LTR+f2feH6LBn4a5sy9Zi3MFVF/eFfhnGrkG91LnT9R/oEifr7G8aNzMXERzI9WmWGzIzfGXXMtY3/C9UwyKnmwnkw2PvsjPns9iTdrMVSu6l/6wtw30sj3LIB56dyUtUyIEes/Ru7/ONfG3mzc/R3cdk3bUtNrKabDM6fxukOUfGIuNLXFJ5c1sgibOVGu//4e6T7d2puGsrF8M2pcpCR+TrX4W5b3QvakqGXHeFoyp66iWP/G1WsJv8onYbpeRo/Kd/tC2kV3xt3XvFds3VybPRNdeMlTKef6kp/HSKSyfPKRlz6yYR/hzPviEPX/LRP/gpk1trOdVHTEFM1OMzsv/2Nwy99VJIkKWIaaxtvInfy+t1Q3L0UdxujP46Q8rDusXDbZyRLOTBYJvWfvH/D1Op6vDBQ2b0g4Idxr2vDkl0vrfh6e9PKwbQ76Xp+K8cPcDNtyjMvnWv8bDStr5Rq7bne7gUf8Xq4oTDJvpm0rUi6Lee+GMn7vK33U7P/iKqNmJnGcgaeetZ5fL/TeCC3FZMTdnGau8EIfHCOzOnw4tYHF39gn8sv/x971pdp/gtqq1fll/Xw7d+aKTkelwR9L2Jf/GzPfzbLj79pTDPkZpHUfG5vKelmqKXHKyE+7XlGbOEOZ7gtmOfD1XTZg5W5bfy+ru6g65LfJ//ggzsG2ZukbfnSgW0IPhtU+Jic8gutX4frtPrthP0rmw7aPrf/wTyyZJJmdyncTL/fhenVMa5FRTYDLcikyd9GbTC/wQbNy7WmG2hzuHzKxfzdEy/jcu0tM/lMpspmSjl2JkWrM8g/npwv8v7+Cy/N2/93d+NvxfNs0fckKLlX0c5p3KFf/CGp9zS5K6N/jbozkfnSw7NJx65v+IbsidSn/8bD3/3UTylU8ErxPsk5BrAul4G5DbSceQZxNpYEj4LLWbYZVp/VnxQaeF5kJpFZutvDeEeR/wQVD2WWVh77P9qUL9sksXBp1fBVlLyyDrHNpNL78blxJJC51ZLhVuKZNZVzg8jIQ8vlQOV/wX21bSbVD+kTWX/4f4vLu3VSfF1l/y+v421ESJHhx61i1Y/j8bkwHaOTro7f/BXV1fV91AjfvLTMPxuk7ratSF75rSr5VMShYfKH4Vyyyn6ygww2IM6nqV/+GMN+xGfwvHWsPw9xlAKuoYX2/BbNk+r9y/D/m7u7tJE131nD+eSuQ/DuY9tn5v5f0g3Hy/X4fx2KxLhl9KE6kfjfj83daUv67h7V7VVUIss5yVU7curF8F+o+LN4IOuGXzzNb2/wSS4fm3zCX73w73jqq1603mHjR7D8tInYPwi89dOX3/BVu3uX2lklhv1C/VROntpnWf7cMbr8/o7p816oM/Pg0tsYf/G1K8rcTzSCDo3znOqimSv1S8j/42HaDPX909WRvHliVP5+YKGRJb9Nb4UqtYkZ6nU+dMuS7cXuy+/42Y0WFVldstZ3mlK1so0H0RbUZbkLGD0v2l4dhTjd1Sd/cnjOl1XOD+HkS0li0H3vhbWrqeVna59/5fvrGyYlPK7oMOjdiUbPnay9c1TFOzOKGn8S+/42Wvp/J5ZYki8sb0gBzAGHm1euyHiCU10vv+FNT5csS/o39ZfpMv1+HdN3k2o+Ztr81wOR+vN/+CCZeWKnNG0mMw8e747T2iDcv74YnPRO7/4INJw20Te2Xs/F25ry3X43arV79p83Iz4fiIDzXPxvVcvzGe6ybhlQx0vPHe+FdpTSDTz46zBkdZo4yphRwbpOu+sF+psmIcjyi2nYtVtvxk8c/hSmHX1pPJLvOSk/i/Dkese7SpayB5/+voGENyWLnORkvpf3DST54Mv+FMvrqRmq0orfz8N24e9x38NXM4M/C/L2s0gx6LwmzVcN3V+CHqRc7fh/m5okz5hszWs6+UPzLd64Wz3U2TFKifHfbNKJfD1vGsVxnibCLB2NYmli+Jw8nrUO37qjQs/hX3456r5X2MpP/+wzw34bo73Fyr1+X/rFxqVs3RFby/deH8JOg3X5RaiYfdWlc5QizU97XYxKEj+Ci59eZ5V9+Cq2bXz7y6r2Ev39Bfw/IxHbrziXj93/4d3dt65dC/N/l84havPD429re6prm0n4sytK+YsGKP8K2yLbdktO1OD88WnWT/h7PGaqdTViT70n9Nv+8EmQM5eEHhr8E3Jl9N859+vwSzx71LTZl/9Q/3fVOFFktlKRdkc7jDzJ5H4UuM++7jebpW91dCYyY34W6b1pI+6/cPoi8GnhzG+6/8MLly/r43bOUxOkJ6xcRmhl0v0isYrSbSpDmnvc6JW7Jluu4dxvM/d+GKDJYdsbOUPfLcth8pZPfsdXl/9w/c3fvmwdVyyNeu3Z+g2621dH43U3nE+7pNZWVd3VJedJzVjw4V//xsi/43Y73foNVlSixXrLDW6o8Op13wYXJ6XDmRx2SXhuWs+Nkcb6imw47nqW/jXtgdYEb4lt2uRTnKS//Y2XPdYIPUcN0n/DTzyUvmsw7/+N6qM+ig3iIS2HdlwhyK59f5ff8FlNu3WkteP8bUyjyWRBWXhvz11H88evZIFb5gce/h2p75S0+BOo4ufgH1n/KDSn238PS9/fDfrMJkkvhAeJMvH9oXYUYJfxtNU1H38+fCrqsjVZJdm2on7lwl0K/hTz5tOZrv82GQzh+CPKUTf2fhup13459S+UOfBZn6/L15bYS/+4f46vvV6qXfLryG/h/UbWdIZuaqdaWmuXQ/3rFes9/dOGXsGfhchmcu3us6GZ808PFquX3/Gl6QubOk8+rlzBZlqw80Xu4aiDqyz+Ny+s+zceZfoqsOE+1Gycso3fWFSTBs/MSzqu7t+gTGP4eLPtV17ljC/GKk61f+Hpsa3z5dT4NLLEE3pr9tHLzFs7aK/C0ssq9/tZiMZ/YPMC+afwvTdLtuyGbHDLfN/l/voPUMmE/qq5Nc6TvV63KijJ5+HuTT96xZWZvZ+aNpEf/8EG85GO+NvrdbRzVzRj6/Bhw/ybKm65zx9/+CHV7n4f4+vOXw9IxIfgxVeHes+X16w/PmT3a+C9xyr9Rrhn7/wQXd3jv5O4JvJP/gtruqdKKx+H7o4b6xuLP12BzpA8HL1v/h7pGPQzH5IUpawiorrGHPMv69DbBNly2pZZpHUn+CPrCXPl30Bcupsd6hVkRS818ofvlZ/N0LjVBY7BYfnsouKeOJ1dxEGfhfHVrchqjn45UVHH5nwnxB+NJhj3L8yXzSiyWqiv8Il/Z1icXe0rU7Uz3k65f/UEE//zSkzYfWfWkdJmJS9/D5S587ldw964X8q7kDQx+FYwkbmCPddk3XMQj4evoR2/cPvD0v1+NuQN25NuN7dl7Vynw/he4vDUVp/8Edbtxfh2T/WqkX/D0RQ67RH4zNnn0Ybs2tE2E7c5fv8GHm+G6G5DtuP/L/vjarL1Dtbtks2dI1xXG9SR7UwQ/ib/gwr9fVN86u6pmC8gfO34XzJV0Hl6+YUInkn8fDOhRXv+tWg0EOXH1+H79WyPfRn7d5s2C6YbTWODnr3yvn/DsIXkl0tZXuMK38yJt6+GPvguhgfLqXn1UiUxfhjSDXrWF9syvCqRVv/gg3n1aWbv633MFvl/rw7tqmnM92B1jb5xDfJvy/JfQ20VEuyie4b9S0BVa1/PqxJ+Rgr/9F4JtB2DPwT7dPj5RxcmLL/7h3bWTA9o2QPbfbs1+GZfHgyl5f1rHaba7huoCB6s/f43eppks/mfvfSSVzhdv/4/VKSHmf16h+ahW0j98Ay9UzjmM5o/3tRhpf7KOzGzTl+tcO7vtSZSevzC5ArlSfD3ls1rfP8GErwbUP/8GHP8tnHea6x56Gmhh5X/G8tM71Sb5e2ssMw62BL/+/7XvxS/ruCzlt1v9K5+UL8bu+E+m2rmbhfc+CbWshLMO72EPS86Fo420G/CvV6xyLwrkDaMZJP/D2r3Ss2ut6be66X30gsG8N7MbDslxDb3fDs/27sx+rNiv/sFmIuxl+W0hfBBq+G+keJLcG8copR2Q3EsfBJ+Vu5ff8bfLlbn2cinIv2HkLqRNrqf8bZL0vF1NuRfNqSxwGhsV/8E8PelzE2U+FN+GKrqMIO5RZBY3fMfn9mT+G8Itzwf6SmF67svD0m7Bn5Na/DvSaebJvuXHHjs3TVQifhaEmVSvL8vaUf99Movf43ytCqu+QJ9dH1nm1ua/uuHMZ/+FL9Z5tqr6awrZPedeD3BhTvT10oocuI1uJ/XMEgw03xndwrhH6ZY4+vIavh+H72jeS4W+bqaGT/8L3eo5L7aZ+RyzZ8M7vgoSGSH//D2WPCLa9z9uXxu78v+uCDg5fh/KZ7VsAWPQmLD1yHy/f42/da2oW49VFDbHtp/8bcsS+JqyYzmq+UuvtnuYqk3N8N28IUrHefl/3xs/dueycmNqVfxzjV811r4+iZkzxcL/D+3U7ySTV1Rzpji12Dplv/xsuXLh5c29y0rdx7gfKDyTl/+wQbpVTqT7r8xE+PGvhi83ldtxSRkSDvyewX/DtRjAf997xR1WlMOu806c/x7vgs0034yu9Urtclgm8/jwkfkKDTxuH9A2vNxlMeTkzUnB2y9dOIdz5EqDFP/hSYtkgc7Df3yR2y+OLl+H7w31caXud5yd6kdkiHoUdv+EOURpbQblEOeC5kzZfr8OzSGKn9qXe2vYfxFtjsX2G/w7RmNI8VZK27dzVXr+v966bK6/G6yYXra77jGK5dMxtDvIwPI5HWIP+GJZH2XdIOxlVm5psTnDRj6NEsy/64fjlKtIuesPZP04VDtro2hP/xsree9dn9dyu+sk2n/42t99y7qQ6ZF7IslGGO56toV/4WxAgz/Rt9Tl9VM3gn2cpWYD6XSkzGrNbP6X/7BBa0krrbU3dy37QT433w/qwrTDNU/1mGac728pxNwVdQlB1h/0qn8OyNvSdzvKgm9ay+Z5SwEm66npOzx52nH8wU+N1K/N9V5NivKD/GBIIVfxmldPU7FVZH/xuTaQ3Uuq5n3UzEoZLobUj8Iuf/L/6h/zbs/z6ucahbe814ck54/v+CDV9TSUWji/Or84eZuV3wTFJ+8565Bn4JCFkfZMiy/9WNhkZXdY/zQ3KZ6zuGRzbDyw3jrRr4IJsRTSSZt1xlIV2fSjph6Nv/4f58GbjcXrUu6XworG5IhiL1+HDMyVxfBfaV21a7TLnHrX/hqob3PcEwbTuLS4nbTO6X/fBBN/Loejs+d4LPBx01w+4V3jZyxbTuRbw/Up+9Te8OWseOGT52JHeH+O7tvElrI34frLaM2SkK5sdmFVPuOiRZhw6YWDMXS5f+sEHm1y9m2EX+79i/2Ezn5V5z3U4qcXMvK+He7clknUqs9u2b0dym7c+X/vBZcpUbR74ce+aEWX/Sw7irSQ1NhV95rcGODfwxn/GHF/h9bX/D/TbaU+XaU/XY0o7eGIYNpDXqNqqeiNF73n3PIsPeuzEjQaLPZxeLMV+CbcPe4iE73HwU5H/DvDDfS8sv+6ggw3pdRqvk1bisTR+ED3AS9d4zl/V7DlqvKa/Q5tpU/haX1VP1lQrzpNU46G+GcJaKhg08NeeGN+HUmVcTPw7mlNutI3Z7+/yyLjvYt8EEtIepMe8lpFWSjj1yxiQXA2/8K0jyLPXcJrZvyP+8Ow7f++EMvJ3l+fxtSyffwQXpn9958b46fcOyPm/jYxR//h7kzdorj7DxYrVOJBNuvWwsgffdWv/4L+qQxor3OnLX/ttif8O2FaXZNFXu/L90T/Gxxd673qfPkybcb99U1r2Rnx8r+CybnLmuQx7+G/cL8Enlxvw/XXn90Xq8yxhP/jc2aq8O5bZgc3ObX83x0qTlP0y7dNqsTOWlT+Fsd92w6HeFS8brhTQ1SOTL8vv6gv3j+5cV2r0ilJ/42eWQ3iJG58e+RsrXfMFR3f+H85HPp+j+ctqcofdlq9GJpcXO/wxwtqZFtf0+fZicG5xMh7l1+Nlip4+XNu4Z8avZUn6gImS0ttA9fIF4gTPHsS/W+FtMn96i8zFebMn/8EccQfggz8OE4ap7reZ9VdqyVL/1hQrdS+1Jz+fTV4WX71xtcV5xZYUaAo/vyRTxc0PqJ6LPAOTmXFskL9RtJXcEf+0f0b8/fhPWEkaoRvJro8E2il9CulwL4c2mxNjtZYtyOQLtMNfDWbxNjKbuugvv/xs8seTJykvfbjX0gxbZjcw/ASW8NLJV8EFRziYwPT/ybczx8o6cGs1sZf68EGbVZ88XP/MuUqmEWbjrpvZw/w+NyqpkRivtrVJNqN4++pKzdfNOPDcv/uGu8+AIvsRD6OVgq+C2TonrED0+c/G5Jm85U/ZdEW+rJvUb7RToeTHo2TT+1IvQfG5XPFux8blVXSJKqkzC4X2hYoPS8Mrmvh/e9XJefARPVUwl+VyG72kWIJ/42NLCf72wmahVwWa5p17FK5rS7AjkNu/42Zr3suvzW5DcjHe1LRB7itJRUvgi9Kb/gs8OPu0ofoaPzfD8MVfthf3Fjh9a8wwitH/G3tS9J0j2xnGef6g3yTMTixDned/hyRTW/Cm3Pqoowy+e+KNrVWJFXWG44KHZKuH1mfgz8OZsqv+CPNZV8EGtXvwlUk7W8Z6WTV2npf68P36uXzd03VORs9SWhZqjusy6H2uHvtw9qQ19U5NTvrETRLHdVQ2E1yO2PwX5MPc8+rjiK+fxsHBedl/9Q/dzXHzQaysYfIInOJlxf4Kd3yemf8Xb8b5dqZje97xupcgvkH6UpeX/fG/NW5mxL8cmo/ftIkWRIfeMpNjRXl+F9tGzJnjk2ptS+E+HPov4uTET2jIUqL4IOo6q1dd3W7hI8WnBgJhod59o38PQ7UZh788umkXHJis37O8/vYv2TOL/D9slcCLqypevWvD9TZQSK0XcKpVPn7/xs+Vpn1orYxqjty/cn66Rf5TD/d38EF2537IPdF9uN8bgkcSrVI5f6fG1NBC9OTnntkyPiXnXOqHqt7Kh2lP5fp/D3D9VHc3TZBlC5+H5Q0bEX8EFMsQStZfu+rcwoI2jYlLriZ8o/L+luNvzm+m7mzJd5t3rHCztF2kpYujBY0+b21D0Q5Xhz9J4nGnt8wDc9wuqcOcnxwaeTNd69Qr3lc7s+kQVEJ893T5h9SLP/G1dW36iS3/d95JPW3hHxUFNfl/d8L5/ePNfjAZkxuP5uHpND5ZA/8RVjZ8RDfq/4V3q73sA8xiwW/tgBP+d8mLjrfCtSXEuXUnVqUPzP6PyzSXl+/wrt1l+dOH1v/8vurqCbyyzx/mX/Jwtn3HCT9j4Yk5UtHy/7qNJtpPefPD732MMfgxo9yxvryVu964i2t17k8EN8n1Xu74DzgAAAbkEGaIC/AefnDSwyw35bvL694JCEZPF86vwQdVu0eE13gw8bSyWzf/LfWvsMT5Cb/Pk+HKmHVK5pr9Y355G5Tgc635f1rDc2unYfeMI/4KNZemX2/IQvXDGlL3Lt+XzKzkgxtbQx+H+H+NMcPdGXZd9Dtp9IqlmYcx7fwvzcxkNUl27AdfPjbX/wvzW9qZqyo3ImWZacLnX+CguTCVJpdu21rjeWymtm53Iu7+YBrJvL/+H+bMky+5hXUwVn2GYjfrL+/hTzv3dK1i1H/Vi3+CvhRsNt2StEb8H4IOGRUkgftLbrWc2EDzd/61w95m7hV7y1WVkyJD13rwtxlE7nlaPduTrNkGfnrwKPR0lhD3b+NkIwy6XJlNOVMk+41gvVqUMnrmb3y5j5i8EvPxtBQ71pVWR8k+s1QtAw3vVb/jbp7t21zn2kvAIPdne7QSks5L+H5n+eukZd88qbc15dDd7r4Ul59VfrbjPCphB671+ic/G72lk+S7TL3aH18lsUlm77OCJ+LE1v14JWgT+Hbn2bh71sJXkhgm+sq+p9EA+Hz5f1fDfaL1mSm/IzOmQ/cPU20XvD9QrDpayvr4biPnC7xGu8O43JvebYwgu7ma6bNeXe5LZu7mD/8MTRJMa1aiJCp7atr8mvzA4/+H+565K71d0oEe0vyso9AR+tZ9XxldJI2M1z2onPw97WVMzf4e05JXWDalfUpZoqYR3+lhh46IseX7/BLlqSXORUvh8bvWaEmPfW5mtDaZ6ZoATfiTa5ff8bxlXfm5vK9Mu9yGV6qzK3cpYOPPCX8Lb3XNjij6z3tMyaeN6JgMTZ4l/9wQW6clJfXL7NiGGUWphxFhHPq+CzJk+ExXkXxlfxrqwsVJQ4rz/0Cd/9N/wgybmDPwSEplX6/G+2nz5bCDUt+rkl92htnDqYUeKqX/XBXM3I9Y9+G/zj4Wky7v1r15ot/8PEvc3XLk2xi9KUbaPXJfEccQOpl9X8aXVFP5PJtdJnuZh7KMN+EWhamk6xEn4dqu7oz7lzfk4RP9CYaiTP/+FLLF/l+pO/dmX9exvniLvvmptplwgpDQEO+8CTs3n2YP/gsup6xKl6bv78Fe1V643Oau/D1TVPx7TmYTmz35wk8UMLoJ53xuKOr88PL4aVDeS5PPPmYGri74e2Bf4JcTcTa0rPw/0w34v73HVJFo2/yC0wWPX4MKjC23Poe9e1vBPvOpBK/GsfC1c3ft4f4xDOZbbBOX1e8EE+Zu782rmFNHHy2RJcPJyj5jo4l/rUPT+eTus2VzR3a/v2BKLdzTPwQdz8n5ls3DnYI75xkPTjcj8CL2LXwVQ2e/n/SSLzprksNz/8ocfbIfBmusE9E0Vnk27CX/6G8o8913l80FJvEbgTe894T3DduJfv8FFN12utq4l913C9UwqK920/PyxjUz8bzbeJ90TUsh7pSKbYxhYP33xf4d7zbUqfplA+7F/fkLx8L4XI3Z+Hr9ZO8Z2UsZ6uqpKnXjgaRVN3/8dpK+yOfd18vv+NqMnVvzkUkvmhtkl7vwfnGSDzuK/G5CbKv7efy7HX3IRUK/P2MkZ5//CGJfDczN5uGqnwvbO5L5ZFh5UQTc+v/+HZPq+cy5u+XXJgt9zoGlv/wracmQiw6sfq7P4ej7Q/bd5a+chNz55qY7oau+1ovN7vjZuNUtzj7fNmbbBYLr5NPpvetKS0f8v1+NrPDDcljki+WXhuH7cuVK6PWaEv4V2/e0QNTxHOXmH/+X3/NPbX8FXnzqmqK8vwU293bKoEb9m23Xdj8EJyM0HtFDBn4XNalinOvx9otHPjZ95Sffcc7Dfpd0WEzFq44SmrsG39y/xuzcuMxpLH3ve6h+SqB+M6f8E9WRMZuoYVCDfhSVeNu9KM0rCF/DM7nmvHHwtve1J198N25/gvvdzoKSlb+G+1/jcv6dTYqkx2+UX5JI3Ifh6FXtnfhjJLdNimSyiKPqfy/972p/BZy9N1TmzyrwQUoVemsmcYbJFqp4Al9LT/8K2RLlYleE6kcYpK4Nh2j3HCvYqX+NmlutIbwfapnx8omX1qAf7i+X9fGy0iqNFrBmfLPkubJJwftkhYdI1/+G91ufvCppMUsDfxert4ck2/xt3XH0TvPUndbpRqCfUmcOZYJ8SNB/4IOSXSHqHJWfF+HLeh6JayNfhWZeHqzupXZTRI88/8Gr+grU4/M9EYoQD8RXr8OqB0/4II2R+XMO+jnlClcY+oKfh7Xvxvjuny9KVNH89+SS+ZWMPr/jbaoVU7pAWo8JnWripmnOs6RB79HlGfy/74Uku9n+fr2TPdeH4d8b8GuJj/hlo/rMHzJwakrsPsL3L/24fz3NteP4d80VI65EHItz/4Xxq17pwxQa+6zBuGpXzCrkw/Qel//k2XuyNQ3OE/Nv/xs32zPq+0tD338JH87vl/rw9xmpPxBHXPmM+tr/KGe00sTO4cMLlwwNe6X/7C9es2dl76+YcN8N718EGfWOaRHNoTJvCRuFdWt+6Eq5HFVfDe1JBfbo1sX8L3qebHX3jNJXJV/D22XtM3J7WXMEIWP2r7BR7jF37+EK7I/w9THu3sxuF/MzlwLY+Z0TYuLkCUZePwQc0cuRvJkkNPuyU55Djmiff/ZVuTLYdyI+qqmt8b2+IS5tqaU0Rfa/tH8i+n+U0rH42WSpWpPeWo52rpLoYkVccEXzzKfg08/OfrDUWg+HumfKtkg9bR9yw9VUUx/rrD/HUlOK7TSjFaluXYkLqq5R3qzAblmLMXk+GLR8n0Rmn/Yfw/KKj2q7DwP4c1rBz0XCP/hoW4XxtMfXpPmXPcn3ZXOolFw2yvknI3+FqdeeFrzjD8ov+X79Q90zcPcnFlg/lpGbxZ//G2jky6xbbrUi+a7S+/zBNHbQk4dd4dpt6xnji+vd0rusPW060Z1Acnfl/+wvdXin+/Y8eU69OX/XC163DLKLmqzX05z8wNrrG31am+7JFJONLG00R4XW2PQg/tcv/uC3VO8/ufgghh5/vNrkybQY80m3DcXFrYF6YJHxl9i98J+SCWWvw/LuG9CsyN/VcjWq1Zt//4vJ/dv4fkaWZl65NkZkN2hWWX7bekUTQmDXlr3c/M5gn8bd9KpufDelbiKhc/SjZxYIfX6/v/+98blFk/b9S+tTUKC/CncfiMTJobbfea+evoJareLwZ+CfL4aet2WTH4dutSUp8pln3Wph+R2S/+Ns3SOLSd8IyCbU8fur4qSlRVhPv563P7i6OIv43ccXNyKB2v3PhzRdU3osJN85MOIpu2bcPeG0TrcMH2Beu8P4r21dKYzRPgvv3G6ZyLSQgU8qvPd8bWdeX1wraLfH6+rLD+52OY8j9Qk038bmgI3d77qceWhM9Yl025U0IhlnECKfPIvv4X8/Pr2q5iKxXw2StP/hmtq1Qykg1T0RD/C/4LZvJG8P6I87L/6jb2qrLsa86HIrvfpssRzZkTL+X++gYbtzTF85hy3dy3/G3s/Idcl/gjZUpw0vU9Y3xgfvse9pgt8I6V9vp0vwv5fNlJFK1AqRzJ6P79wlqt6b/D9V6lzx1bzPeazwyonCXy/9ONtzeqk2cuBp+kluoc6XWQs5nm8P4erlbDLybyd/xPiz7TrhzkXfO1u91DvPjpzSvrP/f5kVVyW7r4I5eWPL8EMey2flBn4rF8dpeE3uXwYZ+1y/kg/GxOOFzN2O498PeX0m82SZhcceNUj/+N+b8KVukVZ/Zr4/xSRSq4ypXhub1qNzjCan/8PXIXX5fu5ZQuYIn7hz/4f4RJZrS1FPk5++uWXYAEupeaA6r/n/XeH9W0krz7/PyP6/BBivXc/X6kKK06yn/Cm7z4949V+SPX4docRNJIZp82r8iQ+twk41Ckih6dPRIbWxb4IJdL3bKvzkOSQZIYTxc1ZD1uXDMTX/gg7rynV8HUZyYjyBYPtq7+xvaLb9zmx3SloLdyM37sLh3oJ1Fw3F7g3LB2JfDF+r1xY+DEunGV4apDLl+3rBhVan08cX38Px7Ly+vWHpe/89jSs2rW78NxZefjZNq2NrUoZsRZP0mfV9Y7p5a7V0XNeDpf91G9cO6FoPs+0dS/9OtvPpPEpRSPv29VG2pfJljqk6uPdHOS/OP4/4sHv+N5uyNTGY753JzeU7ztI+pq+R4ac8v/WHfWTT59XrGLpscVOUGZ6xl11wZ+Cfjliqxci0Zf/cF8vP59y97xgEGzxTl8iySL+e/xu4vfP45V73d80DW7R6NdS13/DGGsryWa2r1e0yHVsLec/R17jc29cRs25/fE87DTmys5zB0sXLV2oVqFy3Fy9Lg71fwQuzv53B+X+vD3xzzWNyPdkmHXDU6zyhE17w7/8PT58zfmjXgle/f/D0y8O0wm8f9XdZ1QT+13xFi4f+X7fsPZeuoaHnyfC3GI0mLYa7Nj62w72nxuaRdd0Zl337GpH0yNfG7I+Gpqf+HfLz61R8JULnPG+gShW9j9N0yiQcX8VwZK+g/ZQn1Sg9YNbnvhdFLizFzjBtl7Xw7tw2yeM+rYvlcu8r/n5BK/Yfqq6SayYnuaT2dxCLK0Kf/wV3ofHaY7WuH4c7Tq3BB+X//+G6Zz+pBJBF6//43czm7myZ5bd393OPtKm7dMFP4eo+u+Zvw32I2L6+DNfBOp9thE9ZwrPhjn934ac/31zf//DMn/R9B/wZ+GruX6w2vy//G9Q35SbK1X793YtetIhy1fy+tdh7HV2udjtixDDwItVdunGUcWdb4INxmln5N3Xj6y1NQxx+wmYIOmzy5P43UfYT5TVQlT262zl7/e+YI1vutiusaD6mStKOLV8fw9np5cbhc+DOTBLFql8CauEcP/NrZr4201J2qumOj7jbJN7nyS+25s//BhcO+dl3ladUa76ysffqHefCk1aUKp9X4Z3hNfqtY+Wz91/Bharudjnv2LtmqgPDu7OJfC972RqUl/Idnl8byTYjR+6Z/mxW4E3oV/ESf/gg1ieHk7JS7kXBo5BmpHBf5ff8K7mj1VTMiw3c3r/43wo1cp17UtIllU6U1O7HoF/wX+Hl5GmN9F/MJBpLw/G2jIL5TPD5/NxT124ScLKWaRL9G3vn8PaT8+ha05NJbmoQvHy07qpn/xt57287890EGPP+LYxtPa0jhf4Y2ViH5wqyOYjlozqOgndKTv0v/42uU6FGr9bthHmyXixnFoMOFYUxyhx425d4Br43aVEdrtnedMPen7B/OsyIhrPD+dsFZ/itaRfbWX/1GkVS9/pK62+7VbzdPoQdzPCbdyP/w+XtnjabW6b5fvWmG3V+Faw9Vpdt5WWmDOyGHeaEnHafF4+Uvh6H+CPO1WLdHf/Jtpw/Q9ZHzU/L/Xh3lqmD7IntqlVisWWcjNZC4wUzi38Pehrbhf1u4qdaFgj18fhy5/+NrFMsQpMFt11h+29S/hl6vWAobUrXyjRtodM17/h7cyW5kRo61LilaCT8vq9a/rfG6uM1arDt2/Jg60ff+Hl9ln/DOHaHU36/l/+wVyz9Jbu6uy/reCqVv3lofup4Zf38K74abp4x/w3amX/vC2bn+f9ftF9hVMsqfh7c36rHPOrfNJfD+DlAVXHk+Ar9w5IUkZ9lrf/4ek3c51JkSxv4b/zblRF8a7IKB/53jnwT8veb176PY+EGPnwaeNIbs+vxuw8rywS+ZGl9YOI4JX/Iet+VKw78aUpcfxbfpB9595vfV5HTFiy0JPFbD+WfqT0vvXh2O5Nzs922mgrWrWV4ey6K4v8v3dSDZO1aKJ2+svruXDrR/j8OPIy325f9cEFo4rjSx27Rusbn547YFDnw7za9PSNm2R3WM2QyiDdk/+N6Z7m6ats1z/gRvpX3y4EjcoH31nWyxAn1beOb/4dvI0mJ43fhE6HPII/9otK//hfrJ/m3w+7wwuO+CyT5/rXjxF/GX+9wxU79szE26lEw+pVvcMd9hfBVTfPq92P296Dt8XUF/h6RPbsEu+FrXaWnaZ1F8bfzYlKl691NHLA8faTpYmHJIBqd5za/jbn3UIsYk3tFpPee1IOFbD0TWN0meiaXrpQ7sIxmzZcduPdpWQ9Si3/yOh2i/h+eqeX88R6vcpHft/vOHUo3G+N4vjK6iD/RH8V/Uw9fhZu7INLhQ3ZL/1h+rXe2z1u/7trA1/aKc9ghQU711jfD0i9E/Ofe2HT1T4qF+nXDu/AT+lurSw4vyWs2RTy/PsskuDPzSsqGd3Ml8LSyn0z9yaWZDvv/hnH6iE9+YsQKPiEunzLBNvl9L3D220xDl6YY/R9ql76Hn61qmzJfVRZ+fL7rgb1ovjakWHfy+HJ1u2r79fffEVf4e535Xr45z8YZho81uknMGv4a2sDEO43N7/Y44OOL/w7du+XqEdUJYhYX6X1rD9K7BEPxRsvpfh6d9IuTXGbFN/t/gEfiattcPy2v3Iof8bbSX13VNzbdqa3VmHrH45LUhkDf5tZYmOhO2m4vgvm8z21FyeLxnvDNuv42WHrvqnLPOsQl7pk9E0STwr8GE5n0svN2H8BLvqf/l9fwX40vtBj0R8GxQuP3/8LY39VKr3CDMnoPrLxvd+LzxWNWnwZUKSPK/42T+58Tq2raeT3ze+7H50qxGRV/Bht0213hH0pJ+Wk4LLSHL9/jtbeaJftmZ+EMt5vGMXG5K3Hy+rXBn4amXPP+Hhni/4YqvezgvK2A//BhulmJ3asn+3/w9hx4p7tptZJvsJz5YPRyHpLoyXHce+Hc8dXyF0Wv+cLDkVJFa/jbkzjftJB3y92fcU7InL+7qNuXfPmPr956q2+sE2ii/43uCZ13aKsvza3K1/ntUBE/1c//aGArbZEL/D+98krkzWSJytX/ggjmTIcnm0Kq1ZPzf5oh2cvl/fwvL3cfpfUl27/wm8eWBf4fpMlVSlpTjO6r/QlPUTP4W8reTe+yaGT1NOd/jdqPpKbJG4+3efT8zinp8EtcYcnLAIH+R04f/G+43jz+0ewfQUj1MNVI9bOvn/+Hr7PtIt5vWYX7WG6SXjZZw4wqffuWT8yFcCbO+c8NZt9/jdlWXLtDXczd9SAk/MMtGv/DvIXk8up5CPZucb88zB/l/6sMRhT3NdsnLZFhsSE0lDMoEDRd0Q3E7l+7qg6W7m6bxzea7fk2hHSS/1bi951pMv8EUuj1TX34b3brcfm7SxU/YgJX4IsN+L5hfh+T9PRPebcXw/DHH89rwQXGlfrVWklWyU0v+FcKpLO+ZHkfrumQ78ENT3sPgorfy+w+CvP7Q7+axhldBk434MMIel7w35hwhx1/w1ql6ger4X76xt0p8IRv2sSnhK+Naadv8v9eOyS+Wir/Cs/+Sd1g+aq6m218Fdab3fVVw/FyaXfdX+C/U2t1d9bGyS3/Bp4cz2vhlUw5TUqiVF8FnNk2G5P9z+D8K93N5fHILGW0w84/GjycW/gmp301I/q8GGld54rL8MRaC0PLwxieP0rxdhhA8I+t8aWNqEquuqznDwhVy8sBhGr3oVTYQ3jGK8lQ3LnI1oLl/fxsktqXU870Z0jZSMlKF64a2ddWeTN6aopBB90y/Ep6DR3XrCpl/7xuQiXOmfWeqk3Y7T+VurNivFU7CXBVYQQzccs8n8YR1f5T173N09fhzUbXXyi0NTj/gm59DVFSskb+rwQ134ZfXfDNOuFTtjbrBM3jp14Ykx8L6tmXeGnG/4LepO2k5t78E28P1XdrY185ynkIE7/l/wx0vgz8VvcrORFl9O6w9s+9S86rcHXbIbXUOS8pc0y61MtI6aRBJxaX/1G92xTeL9V8TuGfdTIN4hnwYH2ziTf734oKqb6pff8aQaW9pT5Jmo4t5tgn1Yuj/w8VpJktxpTQcGb23WorTwQv7hhO+mt+2iPPcv/WNxU2uXkSO9JzUDlJ+XmUxyZrO5TlKNdR0NoT0DNGHm9JfT8LywHlk2gQfll7fs6onRipo0wSdFOG0G/G0VZdjpv7hvgldRzej52aR94LgbaiReU4Al9SxX7H3dT+FSR1Lv3w2Oi7W//4e9kzvaqNLsw3GbOhstC47h9Y9r/C1/xPLMf5lRZgs5rGhW4axLhReCbjlU+bDi/BXbX1T21On4Lu58oj5XB+FpMV11TUgXjq5zkOzmyvBDE2Kz34LLpbWkpmD7HF+NzoL1Gaoub1GxEfOiY7WEnRNzhtHMq9QW9z9rESMX4bLhj338E7y0wZ+KNeeRl+8v91h0tqGEa9DdD0nbJ4fW1kqzLdkQ1a+FL+/h3Muorz4F/H7Uy5/P/qPC8rXDt9fiS6TX5922tNFr/l/3UFMz/wk6NVKn4ezv+1WleX9Jc/y/94f8/TY013qpG23IzoJ8NMHfBBI0ckWO6h+tDqL+SMKoQUNuUdd1vpWfsGPxvN8njVJKrL72XuXHH1D/G/4d1qOd511t3qr423Bkd+df+NqXtOaSTWfz6T+TZzdRc9smHPy/deCDy7yL73sB3V7+80yFvhaeMsxBStyHVJPDrQ1FLeXfl/XxuOd9yxmd+bf9T+f5Z4gSe4Q+mYrfwUyHbzpdTy/I2343J4ertdSu5cXPr9VHc1pox6/ggrtBl7gbRc35csgj4/tmHPaCRx5Uodu8avsP5nFe91pQ33iTtflRkjXd7Ih2cDhqYufWC/xufhdx6Utva5PxplixFnxruHuP8EHLN7Zyxb682E1mKnvqTdNxVJLYfgg7n89fbpLD1z7iihxLx6dLr+/O+DPwT7qcWh6RLP34e0neWczWrWz6udc+Ub/8O0dWa9jdKfO0kvSIChIN07//h3NvL93udpasTR/rwQWxd0tSIFO87jC5dTDs9Ax68bTGyG6mXL+qbgvz+6b7U6ryS2NuM8o0mhKRVOwV+Fd4few1LoOL9dZIksI8zb85aNsN38I173raUYr+HZb7Vy24eNk/WSs5/5fW/G9Rqm/xpynfWb4jGZbB+8/XeC/mwIznlZI9+tkgo6X9dw9IfXLHqi/Lu7qTN6gQfnqvw8E6asih+Lz0PyK/jr3mpL2865I/DEmnX4ZURabBGH6Cq4H/xMkfy2sVeo3UOJFzxqzjrzNw9ot7P9ofwpxkCoQvo4agyM2c0+HpMi92u0vifsM3P/wYTS1rfaqTVWRt+GnfKYX/gk1Pihli16h+5n1Jjoxbu7RQo5pv//wQ8Yk+gzL/Xgiz7S78EUO8FFCO9+vzV4VlcfpopKkNuw69h/L/vhrL9RfhlRl7o8zQl1+fL+/j/Nd9qkTP4V1T82sC2cr/+FdZdJ+07OTZnuD+i/eS4zSvx3iRnen/DRLZd6mLsQSK/XhenJiSnzzfx/scvv+ssv1+IuX9ZqH/8/FDYhFGu/y+3rgin8MfXI2vc9U3N//gly81J074UX2n8Eu7nqT/b8EJyR7IDxgAAHR5BmkAvwHoX19wmHsL/Y6te3L6/hzLz/zfhL5j+vfhfVL7r4I6zSROflmrNteF+rOK/LlCENuMhYdZ5+GJ/621CPMWKds//DvVPj3ioL3l9TQT5f38ue6fwUVWoaVPxfhsptZMqzjRaKz1/w3Jm6vM3ky7kyvcP8I/N3PoiRCF/H1if7htEkroz/hiT/ufeZfKWlkZb4L+bJoHjOVOS227SJKy/k+CDggvxqinj1WcxZc4WCHmf8XzkSk9J/omWvop251oM/MSWIJd/m8fja3tKs/ibM+RcoYILFqXOXlKcv1+NK43si7urv67XCfL/kN23ZkDkaKx0rkM24S3hYFHjfxsr8hqdBSGiQ3tt4fc79yjJxINVretw3uHEpf61G5ZDH1y75L7ufOtS1RPTTu39qf/GxnTdZMNEOxrO+PqGc6u9RvfKEq6u9ddhrMgqEv253f8bUKpqbA1c5LmqWzW69zh99dU8eUIAlHXkZcmTh/vD8XkJFYJr42kFeAo+N9AtRTsVp8aubLbhi3P8UcXEAi/2arlr76nLBxs1DTtfxtp7LuoVxHjvk9+py1tJxdusRVuU/G91mjnosPdafSPlyzf3KJxfAI8YEetzYhzYaXz33+NqRTVuNVKKFx6m/UXHlthyTbuH4Q8ocgrdt18bGaJXLcUbLk72rXyHmYVHJAW17zNeXeMwiAtSCtgvL/vggufnR2l9ftMmSPE/nFGrVvI349umDowi97qFiZyNX/q/Add3x9QfcEjWHNL+CDtO9uTFONzcwVx8x69YPwU0i5CrUdpcnVZheEPgl0lxb9UX/vC2fFqdu+KbS2G+7/ruwRnPWhdoNC/vqLINuzM+TX+F5Fr3uuMni3sTOVRw/fTXqEPM+Pypqe7TUv6vQfI0RAud+8skp75hsb7/CxZeGs+PNV/aGTqEg4f+NhvkjYR93u7tbY97FLF9vGOCbWN1cBNFvh2bsP9ytd36nqv9nY7pMCe38OzoE7h5jC3Jske+5yfP75f38K6Bkaql031/MPepWT6v4IOT4d9lm43zP7Uod2hFfz+M82935/dfUMXMut2jSnN/YtGimspL7/h2TLzb3mjUdRfiI3/4etVvPKTd1T3nB/L/j5iI9F7cb0J1/DsoWIHks/z/LlQzNbF65/4fvqqQpqq4vtkLy38FVIPUkPzn93mwtZll/+wQbRc4/73A10hH35rX9BabFijSt93XCIq/zf8ZmN56DRdaufgutRnn8zShlF/Hw5Sfl+8LFWYL/D0lsvlSNhONLtTmTXIk/4275L9B7f3eq4x/D93XwxqlUnb44YG3Ey7/l/7wrk4bsjKzH1bDOmHJZyDPLrYt8GHG2zhmUnY+xZ4vP8EUYpPZ+HtJO4zWdfMiV6lWNE6b2mEioSF0OaPh6kvF8m8uRqvOKE3vUvP9xZNVJ4YewN8OLUfG9JqHqZNPhVCHHkPdvm2WvOVCL24XCb+X/rG3X/pOePF16RWs2g9bi9guzgQPee0Bkv/0NsTPfn2yzUTl82qVOXGf/ggqdGUuYWnc2lz377LcMWei+/sEGWTqldqEqsXIeUHyNsrzPeV2Z3MHih9oX+GdV42Xe4cWz5Dc+sHk34Jbj69q78X4fvrWlmlWUFwwzaT6Uvv+Hc3H6aWpZs1HyXYleHsy9hnoTLXeDVd5uEfPHf43Nh4/LnJ59NpM+2zTUbIXhxvS0XPw9PnWr6p5fgg2Xd7n+kpm6+huXvnZk0Ga8/3iRz0q7JKRm0g6Zz1iL+NbfDuqhekuV38uqR5AfyxM4/NjocN/CM/XU69Zt/h/d1qDfKu8eSvhRoiMmhKDK/f0C+oMviNenKHQ92X0yEN45cI0RIvJvwQY143mb3jLzLSZrwotbhiiMWnpX20vDHw/l0r+qOkt9VUvegtqsP//8NTdktaOhaPNx+hlrQ39/wQa1TfpJW/9OVAPE+X79QYc2hh2Iz3YcyIcnf/427919Nw5+YWb391xnDhn/4etzzfOZq35HgV07feHpfX8bC7i5UmP5/yHH3klysyYhyqSBX/8M8ra4S8jP/hjORGeXQ0q/V40go/+CC+vC/x+3Xz1ILuq6qJfb8v1+CnL0/FZvm2rfh+WlNQ2fpFYe9Q44t/k1wx8wf+CPjaDcgzXeCKl5d6v+CilUdkP96/GyyNi8nu6E6u8rK9HiqRokLCP1RrDTEvFh+CCGZ6dmat50WSCuNXr0OP9LIFOl5fh682rtj3/dtrEuSMpxNv917iPBvGfgwvXx5kqbNGHr5SjxVdf8Eu3e9pvwvli6vupE1h26/w+hFWJEio/h2ZjmeLcvhkZNYhl5f//BPvdZ/1+FYd4M7LZ3Pf+hlZvWqpyx1+Fb3Duc2ZYHm6Vo48IUHLeJ/PXZcw7/xu8bmquVNLfM17b9kP4/xPU8PPvwQa13bWHtyyPbGea0iahubvxuWbtZaMiNJazyyfGOUoYhdxxW14fDj6J8f/BBVMtmL4JhVp5RfJQjC2cA6RVKQahx7z3wpc03FdXPeM1eXHFXKk+uXSfhiWVSaTdtwZ0Yd7CtL/4dtz+rSUPvUudsl3NeH79toV+GSmbmvr6j+xLBp40j3ztqGz3FcucI+eyThA7c/gg8225S2bStX/fnb8MV3eXh9khmWJYuKf/BHtb9+Hbn76ylvcg78pOdSdf4MM/10197zJw/L9X4d1umcP5fa2+7EePGmX6Xxu0o6sQsYlYP+ny+kQIehXNXfZNw7/4X1cmS/XDsjh0qRdn31hWnYtGamS+HC/J8EH51n/Bh5mxnlfrn7BVl8v9+F+fZdWM4Lbw5mL/h/xfy+fa4TuKZYFFnGgYdNn8bd8X9pqxv9mJ/0sBvGZgu0VM+PFTjpN/jbtendx+vO3df8TQUMlQlhpPjbzF7cneUa3XviIT7D2rIQWvtRM24uvdb43Nkc02V17nvfUPdx4ZiQNHE9alNQa+XxtzOqmCyvFp11dmp7TLmauUMyCr9/l9fxte/JlXSXSy7LkLnBwdSaASancXMM/BVXuRf268INPBF1L2y/642WJM9VKRqL0oozQoJuUIoslPDaJS458Pbc/8blqooTOYz3f/jbuzvyFuhYV3FYnlUuXXyYJK/oHKDcs14fa96cv9VYId0R8FKMMv7+CzdTZL3bLh+6x19+Cm0HvRduvh5nDmfjdWyat15ekx+YsbJLdySIzuCz7n4vPqx3ITv4epn7vjJ1ybFeCUfso5TDN5suNNv43P8egGty5vZLVucF9kAR6FVlv0M0Cg1wW+CCsNb3rOvbocnnWaate+N8K9OsXvJ15HqVX4adckdhz7+HbabR3xTYAn1t9KpWxTxfP8v/eNkrVXfe4UeJFl5g00kdbdLxPlQh2X9+X/xMPc0i6tRvlOkqSDz609KQxNfDsPdb7cfUam3rvivL9gWVzKG9T38PajfJnVjctFzrKOZGWo7Yu8P/GzIrjLz+V67rrc+o80MVR211XhbYdItQpefL7/h7NteHOnXbXsU27klbVq37hTpLWPbMe03rVS3Pz9z4cX7fgz8L8q/Dftj8r5N+EN5XrvJe38EG4zlcsk9P84qzUN2Rv8Cdu6l8bU2dTytaxjOUpffOPxkG/uxfrrbw7ufXRNyZ0lS3O/s3PdRR4JnglGo7/jfEljMbuZtpp5y5nH0IvGrtMh/ef0qgnvy/4WlZjfGc/5VPMj+5sy/a+Nky2qR8r4lcBZ6kbp9pfdciWWQfZfLNG2a35fX8P7uSm+rpDPfrdWTkpHM+X3/BB5/dQ99BG9lxYIqw/ceVPZfD+Cfjcv38MePn5pVfL7KEB0RhEy8jRO25UvrfgguXbSpyWH3nS7v+gsU/BBkwvsszY6CNj5rxvw4swIsf7MfBP3Nzy+78P8nJ0++M1sjhDVp/WGZdr/h3tKbXx+7awxLh9/rrDvTefau286dSv//D0dW3V0sfxw7kkjYfZCjNBf8PY0sWzb1Zywb/ezMu8v/dDeqtb1Yhipof85nFZEymtclv/BBx6m/5Jbl5itdfqhBlfb8N9ZJr5y9tIM19Be7vWbJM7wRaTd8v/WCXiTTG+/fh+ykPnFySWX8+Qk55QSNMcdBP6df9pfGxnB7/ebRqInJae0oRoAqNTu78wsTWj3wYXZi1PjbbGx1VAvUM9jzpZfr8K72pmkdOCDf7//wYeWi5/cbXm64eXP+aHHurL9/h25NBrKTV8zWsGn9Wo4vleSoein3L/1h+vm3LE31XueY5d/8K2uWG2UW78uIJDjxJzibvvBXHs26ac87t7RL4jCWX3/Ct82O8Id8nv6ni8L/BB5eqy7dbHMmaPy+v4dy8tTHYFv/u+H5D0+/ggrFfPsy4RtQGeitsIm+G7ryE93PBrZXQ0v1fh2IcHax1W26Nkn6tT3lCPMt9SlSM8+e4fT+Cyhe78fzXFw1vje65sD3iyy6Q9ZynNiptRV/8Kd1Hvjsiv97VCrdmohqaKZvwlyXOXv6CxUFfsZvG5M5fHys3FoM+xROWKE+AZ7q67cbeb5dR3ltSrla37qHRrWaHLoKmcqYcGfmT2VAmP+Fdke6XxszOt8Ie4pfm8+/w/fieZ9L3v5s7szhG0bf8O3m5mYu92a8v4TKUVtOtuf8EHcy1N0h9mf+TWwZEWMeDXuyA/4IOXIcjtA5Vv61nQRuvRXO4J3lv2xvxus/EfZfcb9ebFT0YE8w0GOrtn8KXWXVoDLcdk1e7JxWij8FWmpx97fT0m/BhrSySxfrZnfWH4eoc7ufSfzhnw2nKgp/GxlX/kyfhfRZOWWlebJyFqnA54XlC/w7d+aLaq7f79Mq1/w/nQJ3Phw/qvFl9tryzv8L77i4b8TFSQLHT4ZG1ZLLjTV/7P4IJv9tQhq+1WjOWsTaIUq1uHadf9i+Nt73fqmQuGuVC7DxsTW1473w/rl55Qgy6y6spB3c9YyhwFPw/z/GeNj7frVUBF+AZw+EXDWt9+Nj7NZTm4/7G6v5nzMHBNREcGz/uDPwuTG4DmXy+sNzk1ff8PldlmVPp1Ju+rEXKWEvnj/hjjFOWuvyZOP31h0mTZj7mzIMLONWy7QsGdjqBbNQhS7lkv/h4sLcco7dcuOUGUAkyU2eW/8be3nK2XBD9vCr5Y8YUrFxJB95gaEO9Ye8Bz8O6h3Ez3duxc4pp2qvSaKpgb/vvIdajKJev8E8cq7j65bfb8EE27YVkgv3fc/TiWgeo/U+R8Gh+NnJ4z9Mb+Z03nONZ6ldE9+mTzMR5z04Ul+/BBuVU/Sbd7Zyi3RTC/H55REcFmjU38v/qHNT/a51eNd/4XomRXRhVq7y/lXlP8EG7x4hJHRtbq2EePUuWgwQ87Ibln/G9ZNIvyyKx8WtONQhx7cKG2fiOPjbTVbQKy//YK46v7Rc1aU0Gy/r4ILmxZsswsru8NWplfLQFzvkuPFX8P7w9QUu92q9WderDrqtl/Bfkz3dfadQLfOnb18b0ozySRIq/gQ/wp/Vj588dMDHV/EKlgp19heYi5t+bx0lUradLJJPs/r4p3h97Bn4X3bzZF1kf46FIehR/xurcjoQt0xnGagl9U3xPaSpZHd4MrSLCsrEb78dXYx5fr/8Rurw/Eun8PX33e1L4rzTw+QH+bjQm2My/2+NqnL7ba6T7ymfIv6lUNlFuPoQzieX6/CuWSflbLJWrRZlf/8MVMd3rVvWSv/gpkWUt5HyN9EG+ov9+HrTT2tIuuvULe18r1ZTNJLgX4MOraqXrnKtu/8v++HfL0u11R607viPcehgn0ex/llFFSGCyl/+wQdScPtL+07T0zv+X/3G93DrE9frWRxf9fgg+W96kmCnL9b4f3fGWjs1s+J7tNXCL2RiX/wV90tBo55/ZfrdQrc+xVRS/qm7T//hfeVm2NR2ryDwe1L/jePXO5/zXN/YjMQ1H21DgIMcdXP+NvN2S3Lu6c+a1z1K//+H9pJWlcmOkwN2K9HP+imkp6QJhCxXPz8Tzy8/gz8L7mS3BE9OkcP8rahgEL9Ruy8ZjJfX3D+e6bE72nrcdsCt57/8b0llxbFbY49Mkp1DM1WhVlf/h6kXN6lDfWcaWTDOX0mL9fggqU0S3WJf90+a1K5UYb2//xtTbhj2yK+ONu/H6GTFpZYblnKP+GJpPjy33b8x+NEX+G5uukpT4+7WBKTR2v+N3MhlVpOkW2yNF3D3qjuMyX7U1TX/C8OybGeVqRtawy7Fzv/BBd9Wj9nrI337UbdlUZ8O7eNrcmj3Mi/Mn2MoEogy+Dlm//47aean5s/G3bebVJu1u7UaWNlF2BM/DaWn8bHrGhezxm9Wc+N68E886TeEnn/C3LfwQS6bHiG803oi+2sox+ww5d/l/28by9vV5WTSSu/cFG8083DMWpTom34e5m2Pxzw+supl2s49w/y/30Fbtq93OutEXBWSniWVn/4IK11qTRvK6+xhK/N64yLq2S/hW9lj3jyBe5TWvosMrpJwdC+erw/RfwZ+CTWTxfh7dTbU/ZlGeuqHT//4JfJG2nfL8EFkse5Qq1L7vwUGMYMO//BJtmi3XEvuu42Qtn682Nl13fha8HHDg9NQ/ZyJ/xsc29Bfl34b60b/6YOdGH3VvmIYIClVm6/xsrC9bvzV8q+qk+jD12f/z4v3MGzq2H/hS82jfl3032b5j8EF79w4Pdh962VWWLR/+/sbtdwkTnbrlUo+rlyu5cLmU8RGyn437vLE2mggpi5h7peuQYp2XjPNdjT0v4dvbhdGjheTbnm3kFeHFK//42+2slaMaXj1x9SW1LF4S4+Ed+JmjxHntx74ILv7zxVVpcvfGCP4eRRn/gryxhrC9n6pm2lk2c/BByS1bVwkX/b8wSIreLy/1421LFb2rqnlpdlkG8yNmHVr1Vcv7838PVm/lYw976R7ExslN//wvPHIPvt1af8Nff8TP/yeDPw4a9NzDTNNyH/hwrlpXroVs+P/has3NvV9WJS0/l/6w7F4xhW2/W9+GxuerUqmDzA2T+Es/pbr8O97+O58YVjh3rg3cvyDobzUwiza1w9DWTiwL2p72lXEULAlJ3Ozf/423U2W/NvB93d7QvFitdUI/b+p4fS0TwxSyp/xtaWckMmLfSqpEhFxrjIl0T/4KctKp5fe+H4e2dlz3fdUKzV/l+68NzdP7HgRf/paxwIN73vCl9fw9Fave8uLZP37+qEflv4c3mXb7MczpOf4200L+f5Irb/zfF/Souds9hn+Ny+St9tLaymq8X7mPUvhWf+21GaflV0kyRPV98vv+Ec+R7uTEot5fS+wYa1L1N01U4KmpoU6JJusYvaGMvruoZ5mJwVumlkdtMkteKOgZ8tXfDtOHTcs0hqj3O7Gq7w0tDzn8LHUU2S5Pf9Ck2aP7Bn2CckvvDpjDLukXZfa6lG7xupu7+pUt3lBYmau90HsXeX3nNhlKBlIPL9rJjcJbIlZ9ouNL3ZzwzvvzHxrvbM4yQNPn8bmlpnr4dpkvDx5TVCC7vGEU3/dwFhQkMUq+HcEW+bc0+L9qFWpzmCYdMhbPKkGiZ/4293CZJDGYvVeOKVEFpUwiHbcpJcHGUukwn8Pz9av1dkX7m7B5iL/0NjPu8L7mSzLal91lB2weoniS8eZcoRWl98EW3dvw/CDTrf6pXOXNv6Wc/MFf+M8+atXO7SV1+NlmP1iX+ptJ2Pm30MkXFEtDpVSYbtqAk1y/xlkt7mdH4XQTUPL7943yQKxe8+y5PsaU4XT2igR1GzsCHlZcEpf6VRttw/hCquHfc7N95WmeQ5T130HEsMIRfC6cvdijyXmk5ff8O1qTv8ilXys7/vX99byjkp/42w0qwm5cbjy5cJC22ZtDKlU/6p+oukb6CWOBS++qh/Pm0kPKfG7JNnKsqgV+/kcGM6v43z2SXZvLpyrfkbqgQblyAgbVGgdIsZG4P3L9PqNrdEGX4nuEy3krpiO2VfwEe9KchXtGf9ZinUbHF2xNk2d79um5tznJq9pkxy/jc+xfEWUoc/DffGfWtJARP1tf7Ep84XaF8Gnhre6w8iULVf+y6yX8E3myrj+UX4e5Gu+CjCBXxI6wvMnplygjZZaWdTsXQjVBoq9zXw/6Vn+2dumXLTn3RXMDF4aurYW9BLVJUsCXy/fuFOys+rLHl+K7Zf71Gz27OzamDeXLKx58L7zQ8miX23R4cLUSaWRy/9qCCk5RaoV8uld6aLtJchyPywzD+XVdv8b3D1ZY9yxXf0j58cIF1L9qnUVsZg+RVy/1bY29sGGqxvWY8++X1D73eGTfzcWUn0anNbGOBifdWK723G36tmuc8Rzvz/1Pj3RDn5B1QEXuRGwat7K9/xtQlaal8o7MQ3SpqMrCXsn//TbT64FllEXx4/qzFtJFtXwQSxy81dZyrpa1we1xnsA48J3D49iGw2tTBfG4Z/DfaY3twjfDTLBvst8akjvtS8kBMN9M8HnGPl968bb7SR47oTDkzVeVpWc2rmOA+btGeJ37p9Rgp8bRfo81Gd92Z2fn2qVkcNa2/PcnCLvyfw9F311h7DQk0J0yZ0uM+GumvBx0GjDbYf+H7Uq5NLNsnXcBDf3nn6lmWhRG2VbATN3t8e7r+N1q/drJi83UNKe0BsRMH9KBHw3Wi1dpFE11gjk/6gz8OENw5UrZIt4QOQ3y/9YYKp/V2jM01KKb0nN/8bYzPmy8Uf2nK5d2qWMUzPCDCM1AQN1u8PJZDy/+GZc25HjznzQ3CFh8dCs9FXuNnTfVc4/s7UR6zOHJazjCqFah2tPy/XuCDw+VhX5jK95s7HO//w/1GPc/cuyVGXCzDfyulr8bT42q67lv1czfmm/8bzTSlbTW8/k9+bEOGQsn/4Wtn3m3UNyc+61c8P4Yl7vWsxbnkOAy242LRfn8EFT5ja78Suitqys1/oS4S2Bf+NySXh/4Pqne0Hf0tItTbnwxG5BV5wTI26WhVof+Nru/d2jb3aVsYUxf9L7D+x/BBtvIzNr1LSkm3VitGoSPD3uXc3+HcxPbtrG9mj5WDRl8rtzppfG5+u/YyYonM+XZj8pwWmbP/jZ/9/4UaXKik3mIapFyTMp//BRNEr4myVde/G3dJriyxWM4fE285tBNFRspMv/w7fdLKXplHtc/MHv/4bhykbPX8MWZgz8NW3bixvhSRJFobk++F9auSRUbGZc0MCfdrf8v9eDC2sIueKldf/M4ioJdej/hSbVUMUik35b82trfF+NzXKirTxv0lfOlKtKqqQzMjn3naOX/1BXLR7nIjzLmpwx+kqh8O7JIvZf50qxfDcSSwSzX8KUlfqGMhePsc5YyeMzvwxkjZ3PP2pWBI9fDWkrAc7pqfxt8YJD5VdKZrCl/fk12p/w3Dvv7fkH3m1GDlOvoL8N9HE5sdstTzK//Gwv57hbbtV8f9+Wepgtrfh/HzAfE8L/G7R/Jw8yLk/l1SsPUqh+JK+bquD7h3UOt4Kl/3UP986Z6u+NT/8fw9DQ1tTuqFX8PRil3tu5Pk12NEdYeOfomc5fa3UP8U4p6g301fSL+TavjRo29dOmBG3n70tg/kKpDqPh6dfu8PP0p3bfj5TcZ8JtDHxuYu83snHNvvVcz5k/fO01/+NxpXySP0b9TTbqcsm7KMtfh2ZEdv+3Gp77+Ho6x1+Tdwt9290y+dpbYtg18Ly7Mvnz7bMvXrPuEzM7y+/4dvHT6aV3fv2/9RYbev+HcJ6zT8Z6u/nzr+G9JOP4Vva6TO33D9IlXbPM+Fad/glt6bGz5fhXEk5+vdlT/MmYeYH+C3jGNyEtvwvJyMrlGzkteU64iwc/L/q4L7UnSCD032yTY/5fvdxJHu58+X+/BHPnwy/14a46r+sbSLXfWuInj7yY9/Cvy+tWPu2/4JZO/tub5fgwtsjmySGr7hSx/+FrzdVLRF/PhzXfYJfktqWzy/q6hXb4d8Te8grI0XIT/wHnAAAHQZBmmAvwHmvsE4a59Kvn0Zpl+FiarM3sE6ZpDcv0/hfmw5szb5Zff/hLpDnqzvl/Xwz2Ny4bvhv/nrw968bKXw5WIqOHau/WCF9rPn5cQpF0bkocv7+H+43zWkxy0fg/msmS//Qa5zar5hJc3l/6SDFOurr1GHaTPBD8dXY4CP39/fD/jLRo3yRfXqqV//hflxKfyoyi4xlrPZ537jS5pIto35MGVpP+wVR8V8zBZtH98FfNlAZZB6+pv8ZfX8P8xwtu/eXX2+YfMODE08b+HeW0su2ZY9VrgnZ8Qdj/gu7tkxV9l/fw9xmIb8Q4ah81L4vjfOpgg1OnL6/hjapD2XfG+V53bglw98OEpNhp5c/If/5zs4JvLfeCb7XdyCDPzE54y+/VB3mwSwqXWaZjWWJAFv4f+/h0ufjSthqhFa8/iw0vXMLMv/hvq1FkwtbQ8jDmdZ+C+tarHfKs7efOFoiB4qH+Cu59lMp2vnXZ+FKb8xNhPMLh3+qW8IfDtzcrCpQ9o9PvHln0NzouNNNFaHE8xb4JdqqqTMpn4fpn+urjlX9OSqGLyDBlHb6vDV8buqJ6k6Rw33SysNnThrjJ+sf0bs/h6wubp6gy8H+rvtKtWhZlXB5ioouflLp0n/w/2Xx1oHmXlYVVoq7bQjmr/8PE1S7uqi6fKwK28d//C/CXJaY6W6XDAk97Wu9BuCPw0UnBuA1r6D/P9Rta1pvLoGeJXw0Qse6DEFd2CDNhXk24XNXW/NjTTeQ21Ur/e0ody5nyMsY2s5unAUWohqyyWeLn25fr6BNN1pQ7wuV+ZfrtxtY3zebGlP/LL1GV4Mc9Ym7TKX8Lzx5esfmHNz1HftHQ7Z6wa+Fe5ia5m+1ipjU6G6HPDt138PFGnpvGntlXjI3aN1+UOxwHJ5/4L5uR9ty1mXfBP/96hXbXlfjTX4HKzO9YyrMRZW5vV6xvaL//44o5Jbd3fqycnm34VzKkuX/w9TBMg7nv4Y5spyKahzaOi4Zw3/G071hrGtYb6PlUOUqYKLuNf/D8u7x6x52y/XcNDcn+X9/BfzIHG13aurkjpguwqOxmf1/hytsPUIqjvO79b43JrtC2pvkZUuxL72pj+NqNMYPvUaoxOst4UWBi+CCo9LXfHl13mye+Y+pNglw5ovp/Yfl/rUYXfk4Veq8qY7/42urUx7u5tN6pw/IF4ZlqFoeDL6v4f7tqGU8r1D8XPF39pkdF1L/uo268i+9tR5lc4obvh8ZVGGO3K0sfgw7IZZYnzUw+Hrc//DMCJfY/aRJZfpkWE/8EPJ+EGfhzD/XbX5A/Oo+F8+G8qreavwgJZLlmBimT1iTe6KK/I78F+pvkkaVvL+5L3s3UL/w10lyx9psJMMiTVvvsSzPwvG6bSUjofomjMvgTv/cz/f/4e0ocViWp2ayJML3Aib/8FXkelt4Vonwy+v43c+u1COTyR5dGK9s2UVAyTI963/hna6qG/JYpuLYc1kCsvrfgv3C2mMY/O/ypeHYt38P5Ob3y5MXNk9+7sn/D1X25uTd6zPKg/+NzbNpcct1ZD1fquDn06JT/gwnbSzf6+x2YLnDvw7ldUTzOaVrKyHRoGHmFzFgT/Jr06KZfGx7p878JVJbtSVtXi67//8bn1cm4Z4tMtj3dt+X3Lz/D8bq2RzWq6+oT+ooT+KrVJckvgiyLrHB+NzPP+qIewbmyleX4QkaQ1JdmGjS9nOvjVO4NPChlTqfbkElb3Yod8xpjfjbm83J+M6crDXuojQLuP8v3+HvWqm1WaT9OGY2LXJ0cT6WX8bXEVBbc75+tSf3Gbls///Dvlbx3Falb8kQ1taur8O9C98IeruvF9467h/+Nvb0rF9zeVZ5k2+vwvzpBsn/w/EvtVVEjGt8VzeooM46Ryt9f+Lu8nGZf/jd7sRSldEnRP0NnqXc0oX4R8WeOW0OS/f4Lssod9IWP/OJf+sEG0Jf3nlVk2FVwRvffMGQ7ugZiOBfG462VdFrWon0dHnlmPINK0PW1dGoKiqCL3fo0I7x+DDtleWWZnLW68ET5/1/+98bL+sN+S/97qGX8+Zv8Y1t9yc0ZCmuBw/C21l0yG6mlmOz5/8XqRuZOW3+CCm/ZsLlXWR2VIufcouEeaJh2Toh3l/rULw6P1zdza1nUq5ET3JZI8dwRzU/h64/T8N7CeWmEPRDv8cZ22DUvr+GcV2ox8My4v/h7arTly0dSbFI6sllDX/G2tWapc5ZqdOw9wrxLXNwgy/L/e4d5sd3JGpbYvwrX9q1XZQ+PXSB9qfxvns8nd02xMRmNrbpOzX6vCP/JfX8LUxD9bMt7FMPqSLeG1pNBv/hjKxDbui3yb3phJzb/wvVJEN1LrX8fCW/MwW+HccsUU+VsM28c6x4Jz8dPw8t38O1VJwwtvQtLy5pYTg5SFrGid7cNJPXw1O9DGMfRhCat//FaRNuF9Hc34ILvO3W9bfwHkP7tbBAlorC2v/BBWdZTd4vivl6sMKng/ce4i4POX+CeZBMippyBWtb8bxpM1mi7PVY9l/c7Pi1Yw/1fU+jO7y/w9td1fDdMn9w6iabY0Mh+EnpOX+7aG4rGddjHTeWy7fnDftLYZGp8nkZ/l7PnwpdvZ71NCtw5qvt+N1qse+ebMbqfUO0O/4NF9hfajS7CLnR74Qh3usFCHRXu+6G1szmRN3sspmHzo1tFYJrZ0y/x4vTWlv8MSbn1e6uT6Rwv/4jdqro/wQTYpuzqXmb5WazfnQ7v8PyyQtP5P2j3itL2x+xH/4YlTu5mPw/IJSh40vggmzXdtT/2Kmb3MenBf8GE+6cNY1qd0438ipHb8os4PS/rWN6phtU80ndVpm146q2Q0rLyXe5ZASUsXoD+Ce+2Xq1JOph8PSObdvqX3r0o8YdZsQ/8PW16J+qzqzZeqh62u/meCN50UXjfl+e+Hc2H9HHrD919P5vREf2vO3ZZtfggpvdNyZMxZYjFaVdEm/UPoc18bLK6RES3m12/qX0mnFzFoQng7/L7r43e01HapRn63NGfHTTsrOfTO+CWNq93xmry/D2Lv6jDXd/Q+VnsONG3Lu9Ko+J1fjb1q+bGW3Vb7J3YX+w/OgOP9tzHvaR0v/uNuyldk3ivwx5U0F1fzJ3XaRDBrG16r8v1+WT+DNcmF+IcKyctKh4Zqk4wl5q8OxvS2svrfhbaqJfC6af9HCf9V1TluX9/GzziL9XNncfra92dNWOYY35k95f9pRslS4OSPxVrJhbbkiCp75zC/MWZPmgRVsv3+NxnucsZrWHjiP5jdeuHC5iCJu4MjZ4+DDm6Zak67bNQJPtOOPF+nkNkPKvJfe3UbVRetzZvLZLhL6Z0hNp3+hZ3H02/heaV5n1HPYqt0/+N5NI1taUsrpwny/XhFm56Sa/hDTh05f9cK9VZVRytQ/zsDH4dSW+X+9RuUtb4K1nw6UlVK26D2VxqpApXDLj38FVo+2+T1qWy/+oIJc9y7hr96nBNDUN9r/+H6uD/LpF7J36lNjJ57CPzwsc5vLfC+N+4XrLMwE1nMH8EH83/wU169rqnN/vw3pBnj3dOVRWzLXmC47aw78PVK22OdPlxry/jRycXdvw9UmyyI2X6zqx5ymdJ5uQ36lNu2Pw98Y7tyP64gmmWZo9Lnpzs0174SY1gz8EWlqF/ll+9cb9RrE4vw692Fr8pCEN09IksP3q2R8v/uN8zD82zF1ZgnuiPsBHVoZPaOhvmljWmUH/C2WVajn9RzzVtFTwjaN2ra/xu4dy3u3N2nLlpUvHc5eYaH/5fX8b4j1faGPKaOYvzaA66zUpT8xXvxbgxMi04L4XzJl1dljKOWftLKx/lv5+14bUTKFFSE5/hiqlfFP34Vq2s4lmCrvj8bidKWkVCbVdRH9elPMJD1Sr0/+HfUsG6vTvbCFjSX/4djTb71nDMMttHJXPueQ9bP/BBxv1jpxPONYS967FFFa6+G9w2No7LjXw7RYZzdtykWN9h0jSh5AeipDNYk+Ho6tU/Cry9enG/PddP1QZeX/rBBtKtSLzjFNh4S+BhF2niXaOi+Nnc7bw30O+mPqg9/mh985dDuadz2rnNW9e4c1k/QxaPkm/+NhzK5dbvbL/ktiCT8Z1eG2kGZWu8574d2iyguaSkY+mHc8IuxKvcH+Hc25/KrTqpPCp2X/4b5PXAIz3ft/gzX0HJWQVVpUnAWNhujXMTJw7Iz8P9Sd0mS5+37VPI7N00mgeap5cuwswt8buF9Tts30jc2a/eN8/tduwLWrPF75fXfD/amyEu9nUm2vobV9fh7lDa1HMLZInkn1eMw4/v/h2zO3k6UaNS/pEnX536Zn54b0/8P49VRFpd3bNjszCithgdyZ/wjuvh+ps/43zdT56SQ6twn7OOR151QG9Rrl8sJe1v5b+NrW5spZtyEuI/D9FQReR418bPMvj9Se7w3hqerhi+G/SBXGasv99Agl3ruMruyvn8P4TtQ/q/je7dKH6055gs+Jt0lRWq6t+Lm1t7TTBNitO98N9pLGzLBnJo9T7iXI8KfDMP5JhLsFR8skYJ1/+F7I3M4Kvp1Lcf1kfKtv/E6U8+T4n+HM27/hHx2M4I/XqCDaCFpOol/L8Ewq7V3jjkQQ4/3r8EGS3zWST+yBdRcGMxwjzbom0dISpY9sHawK64X/wtitZJGJ19YY0vsmMtEKt/hkpP9+fTcj+DPwuS/cv9fmziq9/BTvNw3jhjU0Zj0s98zL9b4dmfX2frim+fpQpVpY0BlkGFr/4ejqYr1Z/3I52L+USCfSfGzLyPCM3U3VqxpM62PWr7vjc6Q33+3UJGRwdW89f8PSdOSblyH0Z+mkLSJg7wIt1j0FAgkXu74flYyppM/4ejqFxhOZv3yx7/w/LiXgX8djsPd81ygiewnW8+Z/R8vv+HZ//qTrGzVL9TVxuWnzkyLGWDKGAT7FZfS/D26l7sI929wHBlMnkbqjfsf8F+WPPpN1j95KLKmV/8K4T45/Lt0woSTnq/66xuqSPqHiOX9ss8n2K04bvlrC+HN7rPQNHfjd2M51NoPVrc++bzCl3AzNxN4lSVom5eX7dyRsvew93qiv8+9N1zI036wLjs9L0aEZf1fG8tusv5ekPXN649RezDF+f/h6+VEq8ar5K9h9ZSZr+GqHWvCTluf/BBai8nxnlJ+v2HuHLhy/+4ILpd7mLyjU3RRt4Z5bI//jeftPne8e25Icls0MUiHkmn2Gd6F3XwtIv6Ogpmvhjd3uXgz8ERHhp71+NLqpsVJ+3nqnZaVOq8P9m3/8NUhrFL5SrkYtrvy//Y0iq5P3ZJmLePdHPn6zG+TxC/V4TD21IHD40rr0XPIxqvl4dZWv1U49BqrQL+PwpU+JV5o7eecK3eX42PLptyZxvt8uTe5WFzFZO+0Pf+CCFtW3tnin8mcIMRVepVHwxmiX+/D2xjy+qzzSwCb/bqRO9tOfCvMZDaMqJ5KurKNBlv/whjyVsMsn1ay/64Q2hj3ky8mfw7jVBCxzyJ73UN4RteRH8v/2GPL+OfcOGnBxC5Tg7/w9UP6mlkr3eE9f13H2klYf+vC3dVpVVzh7/4Lsrcb6ewrfBh41dtR6VZhdDLsGrIv/8FHWxm3P34Y6lyZCqqnvkS40S/56+s04NC/fuHo/j4fEWC09SN3O/FpUkmhkcOjYzlpAhCTT7+CDTq2ruPRiCZtumEouWcKol1Nf71w9Ze+8akMzB3WUH9DcOu8X+HrFrmC52wt48O8F1TI4R+hvjQLecG/Gyf5unvPIuOaVd4nzL2ljBX42f+TLiOJ143X/stT0yCZhNLEJF8bJ+M8bmzzuVurSkd+JMPIG2dHJAvfxusM5Nnotkk1KLVM0q1/l+/oPZY2yfLud+rX+Sv/BBLPu1VpUli6k3/gltBfcyyDX7L/1gppIrSIr88vIO/DWieN2RXHHYw08L/8bX5zHUvJ9HU1dzTzD5JpmPoYu3L/6jbrk5n44t7nzeGw+tD6lHFUXv1D2M3d0iehel//yl9XqcSBPv81/BRlinekb4Zf7ewQT58v3KhHl18clx+X+vDttTBqNPeUU9YJkbj/2TWYUJt/gg1NW4S0lZj5c1RZIH3odmWBp4cqHNkqNy/DqTdbX4L8/N3Ru7Pv9ouHpdFo78Lcvh6MNOZ27OdzaHf+pBZJFX/w/hF55Hl2ylXVkYvvzmU1rh3HsfNS79Fh+Y+ULX1G3VbaltJvtE3lr4htez9c7YbpQaNHpvYk38dewJ+HuL6Z4zqR2W0h7Nwa/+N203m58ry70lXNxkof5fdfG7q+Tl7m9JxTnFjfw7dfU7gMLF6FD+NmpLHXc9/O0dVqPEMf8JuGE0WO6npfVXLC2nSGtzdWl8MxaCr+vJDHbDdAyLGfwSo6znA//h7U+60vLiRKf0PUNXO/wQXblypN+GdGHx7SbopfW7oFNVFX3xhZsb2Z34fh7S+9Wx6w+Nz7DcqIJ9ZfyJnnL7/gsy7tVpz+Qsv7W4crTdWz3QnDcT08Uvk7425fyo5clE3dNTzbTml77mnapq2UK/DO8fVULuuT1/8F2aU2F/ja+z1/D62uDPw1vjXv1hDw8L4WzTco+zmkYOuVxqabjfNM3q5Lz+X1/BhVfd137eUtksNY8v2vh2sb7P28Th45j/I/++MpbP+4dlpyeZkl4XV81HKwU1xsFlen+FtrxqmezSPX/l/fwQU7vchveb2tb4SaFA3Jh4XzFpf/oGG4zRKZwM6ovjPVN8a+Onr9hyR5NdCajgL5O2bfh3PHT7z+ZhKaLqQWPfeGhl0sCXwvhZXpl1FbjnCIeS6Zqw/9WXh+y7x5oeS77fx+mqbh/D9Xz6rXvNr1XyML/G3PsNdVrlSy5n3LEcpmhy3txJltTN6N/xtq8hKydx7tpdn7X3qeYciV2llxpMr4ektQ12wjzIaNqx4fv1PcqCYr+CePMueN/4X4IJVn/nRma1K9ndVDc5I49P/428y44sh2O7MOplm93KK0ed317jZdJWZa2+DVeeO2vqULK/rOTOf/ggyfS35sxv+NvFj/nqs8KCnnwaL6Gx1bPGalShQ5hzj/2w+cqo58HlFD1jaY7CtOCV+ltbo70Xtcql/q3G5rO3f8rvPIvks+eUNPUtRaw4iztFFtGJPjZs1MgN+5183TMqjOsAQf15ZsxpdMOSfOCLxX+H66y4X5uO7tFwvDXJ8x8e9y/v2CCH6kxIzcnnRKj+hkybxSKaHSXhzfyh5y0vvrh/IP+lb+6OX8OkZwt5EYf3Qis9TXI3V+NmVrUm7Px3HZk0157Vn+O5cMrcfG+futmJTlTzlY0aPFsw4YP2oYuEbhyfYbcYi65Ph2Q/Ky7/vizoxnJ/d3bnFSDLsNtcVV7cQLFufjYb9xEk1ZmPsq72G3CPzlYStETDsYQd4TmFmllaZnh2Gb+wp3dSvLmEfssc+9ngft8BW/jdJT7xJTaYuTKy9K1kKGIsjpt2J2qHcGb/RU01zPw9Se6eqt4C9zEpuwOjVSZDdXP/+NmO56KmtoeGT1v9Iy+SiJGvrbh/goBOGKZ8bzS3Xh9kzRs7vqanFeSTCVnTHhdwj9eo2eS1SS5JQdDGmyqpbZdygVsVmBrSsKZME3xor6vjfP8CD+5L7ZNfDG08XDvUmSr45sMpfwPxVnAdfD3b5SesxOL2ItXCxmIM9/2vOt8bsw26D3lK921iXM/wzgC1fl/qrG15sf1DPvVNpKMQ1MdOwyl5fRriaadJJg08LyoZV3nru/OH42ZfBZkbh72zKzOKyw+FfNKq0p33qkTkKPa8NUL7+vqd8/hfMdN8esKGbUv/+X+vFzx93PO/jdwj/NFbJ82SY7fkL70h4MvL+64dpbOTU4ZhbysaWtLL8snn//haw1IbaPKSXcX9oiltCAr+CDenq7YX2D79gR+uVqqle0Pw1b34furl2q7qTZZ5d0r79x7/wxe1E66uH2tN3F/425Xh+Okb/aTZKN+OVv9cp9fK/XhXIppO5Za3C5hefl/fwpuOLutvWpo/d+CnSXm8y+OLcvwxGJV9S2Gsa5SXwwwF/yVm6/C182EIz5ZhvsbGh3a6gNQNPBJm1eL8MVIulYvuvpDgJj079wQUhXqE25cdnrzIo5Prf5ffXD00hnL58XvWFj2tv9eCDUbNG5uOLe9NfOHo9H/xu1ugV9WI82Oj6Tj+R0wmxzwgfuqSi+GtouStJT/2EiIWh7+HaZ4L55ySvUNWz2k//GwtXyye/A/ka7rPiHlm4L0vh+Z27EmZe7rckrrFk5fkiH5S14drDe7I7z5kssc7Q8tjcL/+NljNcm9ZL8ndz1HEcf33gg4fqa8ke7bH8sV+H4f3nu7qXliVC2v3Al9nlf/wrtL582+YUc6D+HpPoxdPWctc0+A7Hw9LC0bb2j/wxbK8OnmMqrZolCMeE3gCvMweMCWPq+NybzYEN07+zd+Gw7BU2C1ab0k2En7w7LVT8boRc8NPXVi48qfHGfXGf/w3TUX1wJ23j/BmusLyrhFMmOaWX1jSf4S8tBIjy38l/6xuvGVyRzWddkzfV0mzLLAX/L/9h2un3lvct2X5ufu7X9FaGDd/WtDY3j5pMi++oxJyq57k0PZmYtPL9bqNqqSTad9VbVUunqWOwv+FaD3vWpTYdldP/4INBlvd43O7IKrUJC0kfy/7eN6IrGeKqOK0syioW7e5nhrKIu6/Dc9YZum4VfQU9R01dkOj8uKM+6u/CmqzGadFYvJ6lxuHz8E+4ZfnyZjIoHMsv/eNzfD1Q0eqvMgv7SZd8qj4xEX/xu/5n3LDdJvqk3hbEP0A4iut2XNKFh4waebfxtTaS4n5ymX8M28VlRheu0mFtRh/xBpFby+9eNij/ELFZNl+495U7dyhx8GlvhahsLOwl6SSCvoPWOcHZfnv/ggq+XOR2ub8wZGxChqbnn4bvX3D3UpLZbEmHkO1XfqCCvVXW2G80MuSj1PolmTqas2N99Y2Gnn70DL8d43mtoP1GJUOQqUfcfRXclYjmW32hiIra9uwZrfG3mwVqX3TyxP5EL91+6N7jHgaL7NqNUM6IyvoPc/q0O+rylh5fwj2+QGDInbB342pvLO9rN9Qo1SHvfcJoZvVLp1/xHlPBtfw7Vlk3tEKJevzPL8f23LvXjGX+Nl7bvC+x/NKmTHbFKnKChydx8LKh/fDt2vu7O7ZY+pPZKYdrED1WuPkizcFp+F6rFM/Tfgz3Gm9mc2/BVqldxp9dZiivn2X+vD2X6ep2K1d6kSDI6jBQ3eiUoHGRhL4V6p4fFMuO2WKBfTP/D3Ph9shrynkUuFp/37Rlis/w9DOg0rQ5e9ScOsvWOHHjhRA7otlPuJ34d779AmS/nxv5I7w8H7N+CzfHhXjuq74Pw736lYzzD/rCt0deNvHFfH/jaj2R+onFuK+fKRMZVFfyfECitH3nbHKsdX8JUT1VOCTl/foPS/h/qC/MmSpS8wxHO1CUKF/4R7J+a+IO+8vv+N1kwY7nNptJT5OtD3Scaq/+CaT/PLqDReoJcZ7u6beD8M7XUP2w9T/l/1w9idEosOPK1Vyp6hXzhz/8RXnyM8Mwn+HeXrdcQbbFJC9eqNhyPy0D7gtL4V0lgyG3QebnY0nl///8Pa1UvzT/iaD6QQ/Xky9kZhOX3/Dkl/D8Pi3cD0vglvSXMVfL8Ike88Xwqsvrw1GEGVe3VMLyhv/hXWTKS7uliJd1KZUsv8+DDJqP/4ZmvWvyRD2s/w8VWKE9r1DPwn0+/jWBUp5cmiuQTirxdfWrhXXK4rbhs0y5pUEH5bqvqWunuc2bAd/G1anR8ZoMtPzxTZX78LL/NHvlsW+Nw4plbsRt4uPJ47eSSYn+JP8PSSI9B/h3ZdfZIL+sIz5gEoRMmep0g1n5nrjUf+6Cp8B4wAAGkFBmoAvwHotc4ey/D1vypZ+N7t480M9u8xJG0pfzQKLvU/DdvXZ/UzF64MO5Zji/Uc77dUTmDnzeN5/E8p1vs/+CjFc+F0kNKWX9+g5cIJ/TcmUJe6mny/64e7Rs5lzIK4zUvxvtybKX/vCnDOs82Ljax83+/BJMikQPB+GOojj2a335Ld5/4Ky8eVclDLvs8vn4cynqeob3PJ0zaJj0momWg/4YqGMl0rMWbN9xTbTtDB16aLhGBv4c5ebqUvYUPP/hvUnXFhjnc8fv3C/EOK8+hPRpsc9YYmeOebZX4YyPfDWZ9eOi0Uzv/hgnFaW0v8c6/ghPn+OAZ+KIV+4TdKv/BBbDvDhXK/z+CdEGPwEGnrrVb/jSwbQyaOssX35Ip6GtUtqN/hH/Pfubq/hTmzU1onTdRDxzr3l/z8b4QXrJ2apzxXQul1Of+Hpb6niew/h2Orys/yezG1fsbkejSWS1qDMCg3a9HEwtivw9ZFblvxzEvpF+ATUbjGNyVJXOR30nCfVzr/l918PYX9vVKRrzYK15OzV7Hw9ugpb7gvtKS974Jd02ao96YcRPqN+X+Nk33xmzPqjdFPhR8vNXBessdJWiDK46i9DfMwoQrR40iWlddzrshx8z7nkq7lSYeKTAXxt91hHvTpR9ZfN1Nh4ZXTijhtf3wQbdJ3nL7UYY4RXb0Se0ZWKHw+SWz3PhslJfCMs6kNuc4X3IqVBPZl/9wWc2bd2YM4u8tdqCKsYup0/Cl9YXpj80ppcsvvrjdtw/flwj25PmjP3+fyGBUiOLzjxHbdsbt17yav8EEu8ftmy0shfzEn1c5wV+F9ZMeL77MZ/8v+uFtw7lp0hL9f7hme24T+Figm0kt/5/ZD7t/8GfYJCXnzcy+r+FPNOpK1Nklb69LvxpVk8v1hx2L+ckZ/R+a6MI9z/jYd9Yw7oUjnW035XjtG0VsdBMi4arfL+vjTXVOtneX7Y6qz1QQ2EsyYzzT9JX0vr2oKyyfy7dtTeTgy/142qUvG13rTpN8raquEZjf0/+CmZUuvfN12Zf18O3K3C+xy7R5qxBB8OXrPRY2VPwtKVjrTjndn7Yadn1oz8EObwnVJ34+7ntc35N/hi4/038ZDeRH+NOsdIht5Jadh/XPwpBXRr+TTd98z+Y/G7jQidNry69d3DbRrJkEnx8lTCL3nTuj4JcnwwpH9h8bN0uN55Nesu3lcIJvD3rqJ5H1F0/kJBmcn5yRWmvfT/+tcPFub6QUqfNR5l/hz7sP+4IOmkyNJRv3JORv4dWwwVeiSyV/D9Q95e03bXF4gk/MnlXVcb/BoubN5t+FLu73NmibrDjSnqRvwhP6ZH3fzyl9/cLyO91mzelZPLIPemFS8tf/wxV25Z+NcXzhqaPQ9tJyqWaCBRBFF+Nq9+flucmm70fjS23lBtCaRwnak8S//Y2bjnO8bS8WbfPTNaXQ9fXvF0ZwufcEe1GvnuJO3DPnUMr8boEffdVuoVferCrr/4II9d5anmlutPri7rHVp9w4XUiZRvW+H6qaW7fnxuPDXW4ZHmCxafDvmqq7nj7r8OtFc1+N434bR561+RpRw/fJNv/8Zxhllyfe5v5Nv8bcxeH6KY2dqh8/J57elDTp9llKJEvp/xtSuiZYwvkb4XrqnhWfTDtZzptGWYawSZac+HZ22zepNcq4wqujuz//wrL38+LkFTzk/9eFcucvxtinMwhWNvELKNJ4Sf+CO0n9Bp4X7a2yaSsBnyeVaGrdevoP2+Gv663Fm684JhiQTTJ3R8aw3LuIHmoZf18Esjjz1yal34IIJv1fyk/cjHOVgW2EjoPH/+Hdan+TWxfmfxv7CT1A4uP3LfDuX3ef5sWKEXQTUBVycf/5f+8MRWS+VurU8tv/43NtT6aOEVLqvLKUVMLY0oNW7h685GY8p/8EFtWRMreEXS6sE0mLNm6+PTCfs74c1nUr+Y96iy/BfW9N9e4ZvhDt0H/XhWtXNdvzww3cRj+X7/G9UxXqT3uTHXkeLayxm41b/4aj1N0rH4yPI28ybhbjrXDMb6J5HVDM+2P/+CTNu4+Gtar+NiRTLu/jc+tzesZ6NYuXoJ6pUlTJwlxt/76xuTfP4zT7SrjOoduH/8Px1js9B79w4tFpkE7ZuipkE/l/7wTcnv+7gGfhrRk+z5YBL7sf///EcPfd/43tkkuLmYL55FMneY05VzjgT+oSYcndohblNfG601bLZbbaqphfZl5tO//HakbL2iNdf4f6pjfOb+bGVX3h+Xb/wvvc2a1+Y/nf8P6V435uZjS6/8PTN8bHFuJ0i5rJLyzxgx+WWzjyv/8GFVmRYcdK9ZONtr3D/wtVM/5v6o3zJeQ//xuG/Ol8lo92PZ85IXvlPMAg9WbT3LlPmLSA/56+VSlMPVwyVir43latpVK/0m3r9oORtWeHvgo0zS8n9+N8Vud/k0uqM+WXLlMJqYcUnByCVv4ek27ZW0xJjZkZq4KvP/gqw3pPFMIetUkzw/D9yTtp9cuR1Xvjatmt4+168K4b5gZR6S6ln2MzIx2GWAnEuDTxWtcv/DFZpKMH/1+fmFP4Uy8n7i4Ze+q8Mv/2Mzcxf8keaSQZaW7F+C/MmTOYsvMIchpB0oOf+Hd5pKz6lWSOhcgrr7mVhbE/4ZjPWyOSnWgkeUhsf13jdZMwkn9Fn6rZPabVfIsw6VP+Ht97+4fCo7pEm2HRjaKicLqXsw6Ov0Ywxau8PdPQzG/D9nNr66okJnedm5Fgg5bXtX4bhA9ydmq2k1VnTW1LI6Ne9Wi/wQ5Tqu+X4IObsnm2bs4c/X2R8JPDz8v/uHp861JXoodM2SwmbrjOH9syfxtv6UvbvrqHsr7LTCJY/dWhRQSndAsvD97RuTu5K2HKyd3U3Klf/+DDVq8tLofi9WxHI5k0dLfqNzek53x0oTIuyDP0Zc6itI11ePFIJH1bN/8bCTnPoh6ct2bwysJsa2ebu7lQkH6/BNnKWOoH8QBp4IvHVi/Gz3Pm6yrrpX+CI4TXAX/wYSfuF67McqeEHcllcG4uv43DrxqHvXUfs/Co+Wsq5wCVTTULsMd0EXLmdxbyvSpfvrG/NTPK3mNt3p8yVGc/ki2H8EFwz8fyNyKe/ycwvw9Jf71wtdlhFE543Zxq7cf/8Fcsfu2fDZLwz34b2lJrP3/v8FHNw3nd7M8pZfr0xvkxdh2Obn89U2e8O8HvwxFgpl3j3wQY9c+EP/CF6VfCTJShrn2rGfngkX9qXw/8eVNu+W6ix5J/N/q8PZT3o5dB6X4SrO9PL+vggt/tvNiZLMN79+iYHiKhL6G9TL/6ggnI0pZe6reX4y+fbvw/nt5H97ygSLVSXzC4Q/OJ3JlcHodswf+DDVZpvaYKdbf8v7+NzvNlZhosm2YX8/X5EM7I6EL8f1KTMMKtu3Ia+H49l8v9drspcOS1rRlhF0ZDGxMGngn1t3hF0oPzZHMv47Tk1/3929rfpjZ9l/3Qhg9XmiNry2p01r0KL//wXy5u2u+36aksRPcXw7wTsWWZvpulafCX0JvpPqju/ney1D8/BXbWncPvXLrezL99OHZM55Ew0mx8r2RXKvNUoqxP/jdvxl3NGxip9s3b+3sfVkkGF+OX3/D+d3n6rFrktceSUmdb3E9+4eq5m8mO6YnjsGGTdLwyqv+yTqwQ+gvffDl1vDKd382UX8z8k7+wxh8yx+gy/FJ1SMrchYEft4sfNTr1cbAXMv+6jc2ZGmeR7umfk0tdxleZ14wnCQ90bt/43nDZGZ8v5JQswfPnJrWVWkYa//CsdVes7tRtpJiyv8N25TzlPmgtqUH8s/haTavvNc+/NtbXSP2K7YRh/DUNbl+XzRtDxTXwXWop+smu7L/dyDbze5bvm6wdeLGVyRk+Lni25bl/6cN4mx65Kh+d3uWaUYq/gm5/wnxrggz8E/VN6ZUM9+NtUeOMvfy/dmfZOZ8g7O02S+vWHai7YX0ml8YY8d0X0TWKVCB44sy4yrEtPOd/DNVnc/CPWf/8MavL4Q9UfKXPq//h6m6W/zcyRvc21gm78bFqyCTcGJeaORz5f98P82BluDestGWPcN9KgxLoamb86MVYv44N2ZYfB+G7f6/hb8Pbx6X76wtow/QM8cvjvjuffcPPL9/ggvvoqjdTbY83pBU28sHOhNTPl/9wpyXq43un1F+Wst94KepXqu7bUtl/6w78vG/3WLtF5c4NbkYO3Uk+aY0P6il/6xt0r9ws4WbqtWUX/Dbjfw7m1uux6s1HxZnl8bQKGc/wYZvNFzc38P/D0Xq+H8aXrL/K/UO/cT/+Gu0TYxIrOl3/4Iuqmey/t+Ht7vHlvm4WxvZPHUj/h29o0rIkmaOdvTr+YHz1ZA08E+5pbG/r8b1LJSlpuTOKIaP4m0KPMJ8RkXRkORt3vt9/D2ualbmXvfujWpKN4vrFcgLl+/cP4TyNz2XPJXPg9hwl+09z3BMOJNz0NfXajcKZR9dHmSV7DTs0B7aN+fJG6ko9YF96k/tMyBdgr8L3lyfQ+VQd9puL/HuvPVrQ3O/fP89IeVMeiZEqR0tfHbv/xup81r7kfeX5vyN5SvT4diV/CmzMY6NzeM925fm/DPJLr+ceOfnW+FL3u9S741hnIrPHmL8P5s0PSVdaY3JKzM4fKNFHWU+wX8rIurq1067qBpxf/gpwy6WvVVGe7mcfhjPHHmj8w8ieOFb8GFdpdTDD77xsNMv9Pjcut23y8fyZnXXM0IINrhlf/G5ORz2eO0K6brLtxZw0U6xf/h+ccv61Glt6qrtSwSw69Pwx1NjY4rs4v5gYcsgbL8bk6Wk21smOtpPDZYiNUooQdS8zKOobEjcYGnkMVf/DxzZJlcYr5rnSkgcLl2mE0mDt/YLOf10ObJWe3yYICVU1uMr7vVqXNpgt/w6XltJX5nVdYP6nC83+NnbX1ELD74rc7nyjZr243j3sK2k0P0us7nEiJHdmQXpGZDzBb4dvtXdP7JvIPNyuhKn2P8jcOj6HmFM5/8L54w+VBleJd/y5OcWfLeGVs/jakbG/4epk3n1Jx27xU1y/huL6I9fahp63w9xNPqVEurq5fxvmJfD0xPydLdu/CSztmPgi8/5un1qpv4VpK9OXeX4Zt4YHPH3v4YqXJb2zSi+iOCV/kUjvw9PXvqNyT+0zRMWUou87pfC9Hl73Ni/TXyECrqS/reNwTvBN8XjGW6RosWe1+D9yMbdkfc/8O7n1Tt0VwtsMe6tMuMEcY07H6e9L4IMJNh2qWWVcPZZm+iw4lufjbLYRtRRW+bq594P9bekiaK+w9Pls++Mq3c3m5i2hZDJdzYngifSK+IcbQfBn4X8v4djw/Zw3W/jZx4YQfw2edGIfFbud3nSZ6Ge3hByL9I3fWnPcoS/v4U7gm3pm0GEt8t7vpZJYsvv+Ft3rGoidmHHU7nsJ+PL+X7tqgVSfLppTQSk++dPz8rzj5i0NyiX/h3Ut8apwT+pdyjmxD///wX5OfyTop+sO8gffarOxnLxfBBRcNmvbt54EzwduPNxNfNlh6Th+n8P61vfaNuHx1IM/69Oku+Nyv2lqgyytuvX2kklhtuk6fW4NuJItjl/9wQWq61jtDfYku5fQd3sM398GmTfC9aRF8XL189m3HfntTc+Nr7qmZMut9zqYb+8yDcutaNf8MXdd2+16r4EqjTX/4Vn7b1UKTbVW3k6fy/XqFdzN53wow4v16FGe6L4crDydEUViF9Mjf5fX8Pbh3O37ebKvdfbCz6//jdtp8kk/qE2K3PjTvqhnWILx8OSC5fqrwWalzc+wvpeevs9cPu3+DPwvuVPZWaioZMY/4cu5+N1NUkyHiymN4/M43lDkqWuOmJ//js6IOupmlD3u8nn8EEzps6J6dZhGYpUQn190v/Dd31z/gmV/4frqeWa+fK/kuVeX/XBhmX05jLueGYvLZGnPsFkK5v4L6Uk7NeEfvWVvP/jcbp5XIgLdahLv5lv1qe4Kf4d1CjY1UZpKaXmFpT2H2TYZuDjcKX8F/VMgvjDJcM75DfrU738v6+HeJfj1jnLw1bLhn9YKWi8zQgXbe/vbw72yvdILauXNjf9OsH0st9s6ma/Bh53tFkXHD7sjiabmeg9f+Ny5c636pXXsF/cO5F6Ykg1FhDl/4IM3fN1qRnl2EvVsCuabBoOy4z65P4WrvVIm7Afia1hc7B2la/G1a+XVjOEvmYSd9IyqOOdd4c0rkFGk7xk9RzTu/oO9zqc2GlO0eVESIv+IwyH52/4L6WlCnJeCEDe1xmC/+WxQy9gz8V5shjLG/8O5cXuqHdEy91/JFf5c0v43Tp4+0mxpD3kvxnj5d+e6MR+kZnjokYS8Iwxye61hb0en8LzZON1equDyksOP/w7L7RqFfZ0ppNVeEmD5go8f+X/6G09Peq1Niif7H57h374Zn/1VtkUU/l/9wVWU91urqlcv+uGOpMtVFLcNxMJPJs6rQ0LX4LLWT45ORVU9e/CtpbbZzXqQPbXr8Nr02lXOivfD9/mfzcuVjFH5G90XIFy1tFGqe9i3wpfef2ra1XI2X6/Du+8n6bvLhidcMkvr/4bm6Z+7HYnLNls3HT9pP4X3oeEmav1+tTj+Hc7abvcl+Lx8RvWWYKPCYEvh+lNi0752Vl/l0yv4mZua/m2DPoERocevyw+DAsLahlJFyqrjBt/69+Oj1zZl9QldZ3+CyT+W0OXr78Etz/kfu/BVNlKN931F534Y5te62m+aZt+/cPZOX6rfVS2dlY//D+0pMT7tmzOsOl39eG4X2I76+Eo8t/+Js27S6/WX4K7VU8nnzsfhny9vkQ2T/BZbak66Ro32HwjTeuqy7/BRy4WMzCcnBl/9Q3n88VO3f0u9nJ+DPxRNyxMh21+NvrrUnNhXMy2Z7wbJjJWP2YGBqLJaM/BBaK8YZM8rV9yd36GVBaRel8v11KGMJZ4ep7zWDpQcZnXLjBFsmb+H/LKm2OKy59Z/KSGxJuDPw7n8faB6i7/tc5OvaAg3+o8Pc/DnLhZ5SOnsMUXw1Fm6Xw/JvwvXzCHztV6G0nfcOM3Stqd1S/f2H/JhU+y6WD2u0NTL/y+/2Ft3qG91TV+1eExy97/8L8N+jiIH3ZkzIfebkeZ6X/DubvIexEHJoR910wqfD7B5i4+l2HtCfxvmx0ldXnxl53y1LdDzvKHXyl/1xspSGzQz1us2zWLebEToZ/sdAUf/DNzXs+PIygeHFvP16hK5dd3val/3w1b0tRmTelIFqmqk374Y8y9tupB0NUTHPW/L67qH55Yj8tYvJhcKm+O/efj7/+COf3/L8EHDVFdJ+9dfG3raua/b42gwZ+Guc6IaYfhlc17+xuIcm2qjKtz43VdGHnUr0XUu4XIJMXl+r1C1Nt2cSV2U5h4W9oPRHf43ckX9Rup8Z1DZynyV3dwZJ/w4M6LRbP+H9TLJ7mPk/cdNz8Ud0h7XD2i42yl9fw/W2SGrzyN5VznzT//CmZvedSI+0kr4MlVwNl+u8O8Q934j1lL3PLmLV02JfD8Wbz8bXPF+uh1Tdbngvp4xmoz20irrptH+tMvucH/jekTLp1fvJnztAlrKvCFufL9fh67Y5S1mkbfhh70Zqu1MibUHwS9Qk+Vuf5xl9/wpfIPv77qG3Dwy4JD8bhHqLMzTk+ruzY18uydYJDM+ELwhzVIoWuv2gQRavqHO75VIdjC2REakuPy++uHZILlPGaU2nWNHqC+pk6Nln0J2D+yjiPdP4KZK+5cke3unH4fibEcpqSObC9c9Gbjp6U1nC/8PVfu8aX6/2+Ml/8blb1fshpRupY6J+ZHDzYfsxZZDvfTyGYnAa+bJt5f+sb23z+/rb3rsr8YfhlILWEhxz42fcuki3fonS8uU2WI/6xENNCsUtFyK5Q1kvrvha9tdOfV4v0tzPfnv4XzParG+3XIqv4X2oI+nXLJqUf5152hq9YT7/7phbROX/vD+8b47K6mzMK6wjBe8nUdh13/wpJLzNXvO1vMgsv9+HvNsLZLilzip7sI3sXsZUr7+FcrpL59Wonlg1K5BdeEhk5f91G7rcj920Sh7LTjTIWp/nCx13kfjZuV9VcNbllzvva78OuarUXw/kxY5ZBJ9v7TSXTAQJTYYt/4Xn1lSEtsL1WSqkCJqZLyqjj1/DF1bGyktvD51Z7/43k/zldZvSVJI5vxHp7AW9DmFFM0OymDt642takZV2S8Pn5vubsBCwMHx0kmPX7GxYfgg5bdDaMwzzw9Ro3/jdUv/qFL38+ntHHqpLKn4cl9eHfp3//heEmR3Np2zes5s8kdup9ZR/DPD1D+SK6+n4M/DmNGWff4aSyPhj3buporMHpfE2ez+HbZpU3XV1dqkmpIs546llzf/wvuX3snxIfvvfbh1wt/wX6UN0luWSxp2KiqTDc+VyfwQdjeqlLmznNidxhberWTe+sv+uHuEncG9M74j8v2jSuv5fX8PSe+tUpWr5XJKQTpDSXuX96wWXhVxtxW1cncwZXjbU5dous3dSfmYc/1JHGSeaSVgO1f4L+pfSXGw0j0a4uOpN4lL+u4MJP6TWZ80TT9X74bTqfy+v4duDr/MvbPsdr1OtXP/h+fLkpbdPxfd6xtQjXCF/gRGhMh8s/go81zbLuvw/Y9FrC5L81SkSveb/PMgmaIcygfpDl+j5b+FYcOCwz+69R/6elfTYWOdYK/BVSOza5t1XGHw9fNzPPHkfr0ETQyL1Dt6p72axD8N6V2kBl3+DQv9eGsrqSwq/8K/2PXThX5/idDaZxwysz0w4vz/w9ndddM82z2f7AvUo785Dih+Kh/78ld0X9fXKvPy8iMnSE7dHP0/gvl758fykk17Ef/l/9Qrt21da/cOpDPL7/giqV/l+CKonR+VF/1w6XULc/nzPedP8fKSa214V5Tp7l+ceXkW/+GZ96hhg3/79x+tyfyEikcB5QAAAcFEGaoC/AefgkDUucGX1/Gkx73nmlET9tCseU4s0yB54//w3aeN+xr51mz9eCPu+FLfBRw4+1r78K+X43O+H0cdfvL+X2GK5c4lyD+Q+NTXwYeaD3bVjPJG4Z/8MSbZzwXFcl5gnS/rfC3m0kpbufmWhiWgrXBRUny/xn4YLkwvdvqVWVGM+W7wwlO/wV8I9Kzj88HP92Hw/zZlby7bPcIPH6xj5fV/BBwS7y1rtbRC0nIvKFQ/gSlhxvgg5sHYiVxs2eml7hu6/6g9y/jfWX4JO+kuKE/tRapuPMrDfFf8GHTZXz/KM+8g+hbOcjvgkJL0XKDTzdM8fjSpQTfadmx71ZVGU80HvlpEyKeWhrCRxsGwkULBHxVoBd/ev6j/xPn6qlP5aubOvcbK3rk2mUmXOz/yk5E6f/Cvl2NL4QKDQ1b7/+FfLzL4mxY/h2T6oZ/C2rt5sDWhoEe6zRF//+CXaNLquX4yVd99WyRlKOd/l+vobl/Z5MpLjb6a8MY1//BRJvXIdmMv/qLp5wo+115Y2H/yiilk3ZqNHahfb9NnD3jS1OnSM/KaXziiU0k7e/UbnsfxWMrbbX7jZXL5jPi7BFIwxN33bSCDXy+CCsu5Lc4vZ7Pd29//8bt2jf1fd7f5KN6jZ9/8O4hwO9+eOUYcdIn2NTTub5bSQrAA/jZlW4/3NGOo/8O4i92Zls/rSkVV2hI8bPRCO++z3nOmh/ETbm9KCXetl8EE9XkwSf+cJjn4Z3Gu7A6BNOV+o6RP+ba39AgqMYfqHWVmiypSqZCLcnQirtlfxV8GnhzG7hpQko/Lcr5ff1Du7Q4u/G5mlCrX9qda/68N+e1+2NFXfwYE1e0dTmHTBfIOBmL8H/nLiH88BqXeuNlGgt8n7n+u9MxOrFKpRDfOFwm2Nzu9qWX+/G9Vv3i9WjQflIejde7Ya09N4p/BBVNStzS7ploRPH/bzzlvl/fsbX3Te/J8/eEB8i35R2Tfgg5Or5sUuVPxQT6cb2erIiDaRPhyr1WsZby2YFVkTaWvjZNbn1e+bMbqbmb+7R1kZf18K1ZJ92d/R9809N14/xvm73OafMlXyhuk/3/8P5Xbn2XuHqnh8aLiwXaVa74frJKvXvDe0Wc6xxpcMpNzUPrfChEufD5tZm6qTtLYZf/UFRW78+TZXLL9/jc5z3eeHzfFsI6xqULM/8Kz+WYTTb1kdnNjX3/DafnEwf/l4ZewZrrC8snZ0pXLMtGzL/h6mVybYtDqozscyurTiW1OgF/iSTIum7w9S/74aqUvwf2skN/DsmTrSJl7fn8rJF+X73wQUkn1dXj3G2UqiXtun/wWW0pfHOn6Sx2X/vBBLu28sprzMeFgPelZf/C1JmhlM2qoioev4+4r/BfUeUjYielVG+ciObJfjbM9u6e3er1KJEBlpF80Pda1xuRt53Lk/v1WY/26l/DvLG2xSbKfXU4ypiUakWP/w7m2uCL9J/XWN/Dm9y0Q/wX6uuQuPRDJcS8sOUfuHMOh3v+fh6WTe1M8xmwlZb2uipmeF/42q7zLnPVXD8Zo3Fg4Z3Qhvb/4LauYfR53+Gfhm2AJn5NFb5Eh6zWN4xBb0uX/7C9HuIcu1lh9uP8vv+IzfSc9uoZbnxu8LaqbrJF27bKKiD8mxKH4NPNqVfl/foFUsu+HHldCnF6gwuYvqtIvVctA1fendP/hfh04GGomMlFPelRFF8EfyK/8I7ufeEbmzi/G82Fo2vhmThnjNL18qRR8TNA5f38K91Pnxfwm8netDd6aiH49lM3KlypMIndX5f+sbuHtHqu3bV1wjnPBnloz2VB19h+1ITJuq59r3puif/BBbXxi5U1MiuJHl7BP/h2T+aHpJr481aOf8EE/jdyVt9a4fJM4fOFK63xsfp8/TBZThR6ZdnuxwR7nF5KFYJfw3w9k5c5TcknTvd1Lb+v/+N2GM6dkd3ynh96YiQi7UyjqCLMI51ix+C3q6Z+z2z8M8u3LUM3XKRc/8F8tPeH6Bmo7QZ5iF1aWxsa1bU6uiiSPhXk77n3oYtvzJSSOXof8m6/nr+MXMGnrhl/e8L43lxneRboRrWN5S3DvN/4YyfnkpBTjte0vtBK6x61ImT74fn1NjD9VJUrabezv9ib5Oce2Vt6B1zhbj5f98beGeT7m9qP2MtLGvevvKtIhCwSf8O+fCaN97yVDWv+GO5/wvm96qZmNaKyzYDP/Cs2Vc6zz4kX8I3FyjwT8KyWrvMuRD8L12Idwm7wu8LS+/dDe8a+tjO55awhxz/qFah45Soglzf7Qlai+LH/CvMiLp5SlLcH4dof+K1hl9kufxsm+eJI1+knkKm2204bmlzBMJ+2/w5LcP9LXcVGEXrGGmX+/BB3WfdzGTPf6uDyFKGl9/obn2ql4v7ZML7t5YJ9qFe8NreSPt5u6Av+HMzHN2mjTXGkSSt0wnOt8bY3l7yJvuiGdtj1BLqGbtV/Mtu3vYJNF5fdyUgQYae5ahrcv1unGKyimH3khnUz0Xam3jEotHwX1xlT5kNYjKckS7O/YclHrIPoSsZvhsuHvbEgRhG9rP8GhfWrw6RqiJ8ZqP92rO9uWah6un/wtnzzbjnmN9PZ121+C+tanlr/7m343nyb+8kT9f9+YSOuwRl/Xw9jG6uq5lzn708pkDZVvpWvf4Y0nfLtfTkRDIK/jcz91Iyb0a1fe14KrIhIqOcNX66nIfjfHK4Z/1zdpvL4zuv7FC1J+X+/BBPmpMGqn/a5zl1JYflyNbQsjk736Ck2WbdWlvSHm2im5+C+tFUVlynhJXCXxqUfMfci+F58qTlTMtyIPcJzTwy5CBsN3kbjfwW1vppZUdph+Nw776KXvJMmJY1CfIWFB5inF8m/1vh+2OdnklcsZ+cd8YGTen+N1bXk90PP1umGXmjnQ84uBA9fnA7q0EFsdYvh2ZAb95mVVuuSqHL+H9n/42O/lAOhmWG13ZrefTh1pvb0/l9esP1xnnvVYxvVen+5KZVdRh1cKT4UnlHulNt56si/HFwg08Oax5cPD30dub+H7pajeeebymsL/cppLM3w9x1cmokZ4hfVk2rMKGUufYJ1X/8bD9bs734tV2kxrnPQm8GbKJwFsyCHtYx7J26dbgo0jScfh3z5Wk2z8hnJB//h6tfPE+yGZNn8Q1Oik1X/jc21ubN7zflYmW+ieJlQvR/BhfXO1ZXi7QmYWUcl59rgl5a38FU0u66Sm1L8Pjcjy+t8VWd1193+wg8bJruOcdM4u9BL/6ggqNZFObYX+t1XeuTkYOPmmUUvfbMEkiJD4KqZk2M1UmccVeX42Srx5SL9+27PieQtVTzyIB6yd/DsUzl/VXG13bdGvHn+LTDm2f5dLO0jYV/8GEV+CisqpmYsb4EivaHLNSh/4VzeH9rWeqhJ9m6Kv5f9cO8ZzzbVWJy3eX9PTTquvobrhGkoqVWYzO4cHSm7cvL5VAYSUH1HEn/G1zLktGyNvXV1H1L6g4vWwk9X+98EeTM4sv6+C+uufzvUqNO//DMIcTH1Aj1g//wZ+HMuhC2V7ilqqMdl/w1xzmMr+X6Db+H6kJ7Ke84sbIg4xsSYZlVoiA5UVfw/Wqb5NzfV1Nq1+7gdl99cbuPLHtD6TETEVfZ9qiyjEPs7cW/4dlugLg5GVvzdZxFEZ7tM4OWUxc6vl+r8K5NrvM5ZHSr6SujXKx0z8F+VhKVJ9x/TXxAdt9jn/C0u4zetJaYT9xv/8bmw8Ynb2RqZVHbsr78m5Qf+FeqZdl+VsTl5MKf/ggqyLskompI1mbevkCztfgg2bhnQmDyfa+LGkgu5Vcgm6629oxCZ3c8zj8F977DjmSe0LFptNZkRVl2vL+9YbrWv8MyMOLt14c+Cyci6LublrZ8tbWNu7IZsLJSfcduWxjp50jZEnP55EF+X79Q/jf+d5YYnlcv7KrV8PVNAm2gyXzrvfKRBTO9iZ2WbQrR1rQf49VLvPhP6P6HFnYHsv/4U6S0lv12MmXeyvFKfgj4eouKDPw5D9CXdRkRvhHi0r/jeqz/G+9xtUuS/UZx+oJ3jxzn/D24Z2LrMvd+v2r4+DG1vxtavrdZvKSQV3OSwUPr83glhtBD3Sh1pZ+HL/Xh3KXlaSva73NLWOG0u0bhilb0/glkxJ6k6s06fhfSGaep/JxRp6eCXxyP/FadqkVr9l/rcGGVdZbGF3hctDi+X/4akb6xj1LSthwSPNcl/XxtbzxS3m07Ut1/PQaffvn8bwykVXMyrPO/C+inQhiQ2Z5WjStNKnv43T2fcPe3W5/pp/PHMbLu2+05184jly7Bvw+s/wV9pjfpnk9ZU1p4V7Zbpm8fQ19bvP/BPDFT2ph6GuDvxuFavs8/x9J7TsRrvKGzHGQfcP4T1D2jWHKn8P9w2jXSTJhMvFJEr1RQkkr2G5GH1w65svt/gwqMf7RxwT7OLG/ttYRcci+EJDddw5tVV6KVj0GaSh9Q+t//wZ+em2BePJPAh/r03xu3WTTYY/w5a3Zn3O78/Rei+C7ayZyyziX+vG3tXw958KR9q7qvLIs/y/9Y29H5N6ukZLTaZPmm+lEEPnueKljmeYSTLTIS/h+q8vuH1AnOk4tV6EAiku+EMupqPGzL425OPZTyNpNHzLh6pQRmOUXF2GqeDJD2KwFfTX/G3UZOGiof9K9xrz5KHfl+ms2OOLkV+z+C/dVPuSQg+HG1kLc2mL/xvUnDIyvnjO6vwsrHJQmbg7+Hrzp04e99fleGokj+H5t8vvJ5nl3pd1TMLxf/Gy/e3C+k01ZCsq5BdZ1t1QcSjrFpfe/D1z5e7w3ybOZslwdEHqxqmMZT2CX8PdQ4D9u9VSUU1Kotge/+H6STvUuP9SZxc7I55hlMnSvz4XjlTPH6k6/xvOqDn8X3S5M+CysNXhzksuw+tct+H93y4G/c2V+bRqotk/8KVuWT3d8fzZXCDTxRk254y5FfwodahljRl9WvUpJj6/qvDpFVMuqrM9SeF9GGZc5jTxaX6+wXlNrXLMxwyva4ScoScOf+H6nNHQSR20lG6uo1b289/l9fsbltU5+P/t1hGWGM1YDqOJOxP/+CCdzfU8sf9tYrhtIPd/+CDqEavslK67deyg451UTH/DuWCTYL1dp/Jmyx7ukS0Gqkw9hC6GBurl/9QV7s/oj6GPX7H4fn1ljkv9SVvKZbdv/hmZBFM2DcyNm/L/9hiUo6hNyqHM7Jq7IwOIXoz/hiW7JGyPWEPxrY/WpzyGLCy/v4IN3sZ2y3R1NSF/Fv/4fnpfpGy93EixVML/wtusN9H1mLFjP/BPe1qb8X4aySe+nNVr/4J5HRXrOtF9Amvfk9gDQv9ajZuz4VUFeXy0wrX3wZFUjGrN+/8N4f+2vxtH1/gtqt9Suja9IO5y/HUlnJeJcmVCJ2y9TVUUbyD09qv/bfWKnVPkWbp/D3nh3HUxzmni+SpVjgz+NkzLth/TYg1+danmxyedPkHDfl/6UbsfZulqeIkvFGEfX8rZSYteNcXH/gr6pZ25NX8PgvkwiHqReky3U8/+CXWb7IOVIjqZfX8GFy74+m8pAqya228pWvcPyZ9pZNc+exyLuAoe+6My19WNvu3xlYufG5R+L0tDC+e0rnabPK2v4Y9mZ8180iVcHYpf/UK5vh773yjyRf/4e5Sjy0m9Uq8qwdS9NmHb+rQ/8EGXMKZOK2NL3CZtt3jZXsp8Pwy99ZjZHcxaP38hin+4c+FtqTJEczBUZFF4TV1BKSZz74NPC9CStVJu4tQ7w/42+THfp5tcaWbuPmGlKn/Bf02i9tah7Lw4zr/8PzvQCP7vWGsSiXxl57hUZB19jZSHVS6rNPv6bXvxxvBzhGX39Q/UdkdfpkH+7Kprynv+PtOp6ZskzVr4d3q8ubH3cb37sMpc2n/w7jfunj9N15rItMpsaY2kHNgb/3+Cru2ZvLS4vY1rjJ5+7cspd26kjb+Hdy5tze23n5RBqWkARarWvU2/wrLt8pyG4P4Yko/wX59KxSpvUzTBKukGpPxP6M6/42qaHbF1ojWvDv4mMzNpn6vqjxG4X//w7Z3u5h4jXvm0lyK7dkEv+MrbmsuDqVrkjNe/4Xlk1U/Q5Dz3FJQOIsr/42OY4zx1Vn8mW59On5U+d9fQcq1WKVxBNXiny/1eHsZ9q3ny3MzXYKvvKLjZ6aEnjlg08LyybzfMnL+aMm/DNm87VIFlHzH/4VxlVtsV+XxjX9+o2bvq8N5VLCitcv7uwcPSj/+vxt16u8fwyvI1uSzSk6srUlfl/9w/V0mr5dd2x9Rh5vXloWDnCt+MHZf/sGFyxPj4l0Javly5+TShWr42En8yv9pypVSbD83kivfKAifqPv22BLrWNXQd5YLfDmTKpdJ1SpF8v/4L5M6aTR+vy3Ib/C+M9mdTP2y+U5DTK/xt/J3ZHu8583XAUvGiP/xszSsQs3TXk9ZWZGjeiwXJh2zY6zBL/+jWPr3D12zRzZVMV1ymesq/T/e4+VPwXz/JJw/G+3DuDCNtf63w9Td7bjlObqan374Ziovhy2Ty/L8+rSrRYbl/+x+tYz4nk2/4W56iDwmfWtnTPwPp2khId/+FpUMslkkWWpYNY+dpr+G9I2lvLOyEr3Gb+OhtchBqu8bthl4/yLtMZ6pMalrAeZzzzUtrHW3djhhvLma9w7yQJWH6HVr3xgwvO8bmjxRZj99ONl8avtB/eebhnvH1wHUbV5Yz0LODDk36zk6buxb4Wpr0Rj5+u5cN4sBN6qxa3y3Kx/obd/Bfn0vbrRtLqDy4e5Tq6FbGpIvjL7/Y2bAb6KGbI2Z9KE/H/lbmHAKN9TjSN9P3PlRfCnJkkXHW70l0MxZ4Z1+Nh/78c9ZcN1FUMqnkcmRqEqFUaVCIjMcLJXAZf9aG5RxxPOM/G8NzxOCqVvVVNOk7ULnSar+GXr9wpNzbOH3nR13bvFc4w+H/DwuhZ/hmnJpdpXIacdwJP4568bLtgqQTx+7GPpfXfDsMiq2yykmrZi6gCufA1mfeFnIbyP8P4IMkIZqS9czi2pXL96aO/jbyeeXcdk+R837chB4yQT/Php13YjbMvpsbe0WUvY9EcOJqtuLCbf9PCzMnIW2fGLOLc/DVWfXHSQ3GBX//Ds+B31ucb/NqrBJcem/tB+YsdWY+8L/G1puzlqbon3yXJFJUm90mwSegbq56KtS/742aPbWTt+jWZ67kooVnUaI+1fs4u+b1n38bWqwz4vJ1JL12P2+3dQaM+WOnsULSjcP8v3+GSx2SqvxwU2dHwZ+FySR59kQLDcpmInrv3/wX6lRNcJ5MMtgAsPYG5XL6gkfmbQSl9P8bnykqrdz7krxU36asK0/xF96mev8K75i6WtWHo7/EwbgbV0UW98v/uCCF/JNs0lOT5s5twcAZ/d8iD7/l++qBTzdC9qml7ghe+Q34296U7hGr/B/xJvu8HDUmTUM4bKm8X+Gs8br/DDjs/42MYp/CjYzniZP+fkxyH0RXp63LAh2ntu742oyvrth3Y8mEi3NaxdGGkm3/hTv6V0TTE/GfG7No2msX4YlzVjyuu4xv3Px0G4z/PjeG/ENoGZe/TLD9G/HPzOGA5T1osIH/y6INqec/472C4qJf+8OeWDv8zcjv9L8PSQl5N5Ww5k+E4PTR9G8/eX/1D+4nkqGc6WTv8dRuROQq/wxM3u5iz6/Nujun/jbw960lWOmyzXdXF+EoS8f5aVjRHhudOX1fw9Wd+tedjKzzTlX/4e3RBe6Lbo5I/xTRsE3d0XlX188Gfgn3IL2NU6ydx8Ocz7FqKY2SHg+5JfBfjcnjSvZVj5BO0XPfxvbnskHibyDymZV9OQs58dEOyv/BRhvvnJu/FSbakjS/BBOqHlNzvbf3uATGBH6zyKtxzmAmNfK5hbF/hfVwz8K6xm2rL5V9e2pY4fwtTddVs3lkx9yUwi8PQ/ja3tyz4jqcdaDUdLcw1x7yN++HdlOTNO9K7w753mQB1TU8wy6tvyqLNqmrcDUa1qmx/L/7YV6jVx6x3VuD/f+X+6wrDta5U+eXnHbMrhjCgg3c8/1l9fxlvr8zR5dpa3c6/wt0REDczg/KKmRLg5fC3czZc8IbuDqmvascd+Ht1Xx1TNrCZ6v1DCw74yN/8MwQ9fm2dbFWF4RvIaeFPy/743Tu8smixkuoPZM0ypX2Gfle4fy/9YftqeDmxbj/DfntlnMOfzBcuyHa6UO2lWVrr6Sn5SacSTcjjaLHij+COT+OQZ9BfB5/ngCJ7807GcXjpI+X/rBBm2TpG2hQ6dNyGMXdr7U6flDqSduaORkv79ggvq3cO0y8edzJTXbZOI88vqr4euZw+vETfCOpWQa9Dbg/jgjMH8p74L5d4SehdSpaGUWzf+FIvvJCrVLJlzqPwVdWSrt1Gpz5+CDK948PdnclOsHV47NOHTxTw05kqViJfr8Kc/p65fvvB+N9VXdVN1Fc9b++V2gdlO/BPvdZsxvw3e1ywn7TXrf8PZV7pR/HMvJa/gJv2h+vn/wx5drJuH0sNLuvnsLqrHsEw4ipfh2u9SmXUw9qNnwi2W//wT+ZtzNespb7UP6ww/dVIwHOsZtcX/K8qfw3Z3nLYmVNTE54GRVt4IJc3k8vKyVpsZ3Imzlsc3hySwEL3bu+Ny7z3LiZdQ4q/Y/Aev8tvn5hb4I8OHpIbgGfYJOZdMja7sL5n1WRZqWoyRf8v9eH77eGYuYm9aOtYj3jecBV67xs0JGebHc18t1evzqmYUEWDsv37hjOdQ+L+Ozmb/L/6jbvl0n2D/n07p6SlUPOXUo5/Cvwk6Y3QcN94ZPgZUn5RQemeX67obYuI51Or6jsleSMv75z4bszrcHiTc/4fzxpc9Tt0yapRMgeKjNPw4WtLpS+/uEbuEtUSH45ybE/l9d7BH1TOEb7oLw+83JdtIO1r75CryKfhWGcQTePfx78QAgd0P9w+YdeI5hn4L5m7vUqVlIpAdRO7zMQSHa/42eH5KvE/JbPsJNFFInh7Cn/8O0kf7cIOZaNzevSKfqZ7xT5f/UbVTXnqFLptuqTBnr2f64zo9xYnkklpT43O5tfLmvipZOvvF3g3JH4Wt7pq5v+jYpHyyxS5keDrEa9xt39+OpdT/VaixrTNM2+dflXH8O74dJ8dFpOvc+r6yiuadv89Qi/d/4NPBFUnkU9+Hdm97PSz5qHZPbxbq6PL/7h62bxVM+6txvBR94/+hxXXxzCgW8PqrK5fy/74V0pkg5vGrRt44/D8vB5f38FXqbcd3yHLb+GX2r8Ozdd8eaGE3wHX0zjMFvelh3Ty5MvqfPOEtP/pe//8Ky6njy7Lh1LXCWdsvl/VSw7b33VkOr9fj0j0xHqDf8bMvskxhG6TuyTpDbJDifo2T7TOGOoN1MFIa0/8O+SXJU/IgYS9w83Zs2o1vib/DUnkuoZtelHtgNavQ2IYgpff1G5uqQeZ8jq/3y/g6lzhXJrypr8v154dvFd+vednfnbhM05zlAQn5+aP5f8vDtdOYaNcq1do+u99Wy62UXCCNq5X6eGwuFv8EueKf/r8Nwhuj+FXDtyucHkz+aqLXiKXPKfcB5QAAGuNBmsAvwHn4oNYRc6d+rUvr+GyJWnUxm0vH9y+vqF+HdylviRcvqVTdXw5um8DqdHPvov69gq7lM4ePeELJnth8OczHDhtZZcfy/7WCi2Or+yevwYd2pcd9lEozGwies7+X/XGlyQGp3XXEftutPxSt2hU9WdNMJeTdP2RwsxBBxi3Tl/6xvXt9Cx5sE7yeWBBrrG73uVbTyiTsZEiGVyICK193XJJdZ/i43wQcMz0J5YyxWx9M+W60GkVgRRTvdF4CXV/Iy4831/D/szh1teXwnVuwrWPV0RRVTxcaRXCEurhqZHZBB/b/M3fBP4EX5nE3f5RvwX8uFiTCf1Ge1/YZ7bh0w4Z76P4L+5bN8muc/Othya/4f8ODxNbA955GJ23MxZqf+EOMtH1Uk1n8PeObznA3pPhXlUlcN5oplSH5kQLJra/C3kIO2JO5/t+Ezr2iwSv8+FyZsrlav/G9/Kd6MSVYM/C5DeeErGihn14JLln5bgf4MvwTc+bxHzFYYfjSjCrqrabkPcSleIqHM4rX5OkoRNI1Swea85LDV9CGTx8EGH43lTRIjcnn/BtgQvOU2CwauXXXe208vL8K+pqGz1KjARvf2z1PjDVhfwTbgl/3xtzsnfxgs3Bo+utviXFbjC17nU3uUt1oeHZfJbMd/xtmly1eSQrnfKp2vWPL93AJhfXyFjY41eMsJGiz/G3Dektk11nySveq25sVzPgoSu+o7dtCZV9fr48G08scv6vjcxN26z2yEt9bzrDzJ2lOLruz8f+X+/D+oXlw9Fk1CLkzgGvaJLUh7ubHUJO/cHkcOte2+TDvHaX7cyMU4fcXWrtF3j76oaVsSvSGVHj+Nu39wtXn5jL5KoVrcOx/FJAonyMnJ3+zKm9f4YtFxN55GPzjT7xv2bWt6VcXl4ipMI88fMRdKX/3C/V46vc5Kz39eCLWst7qNy4787ZvTVOGBVq1YEUjIybN0c0/gozlq6/Mv/uKmxquO4/gmzkaqor+a+zlXwxytRcwaF9X8byxc1+kFtxr1ZetDpcgi/Lz2LuGsKBHty1z4MKrOXcz4bLDg4rSghvE2BftFhPZfw/qEzmfbpvThZV/h//bgc4ykvu+NNL1dFsX0tp6a+jPKscI45xYItHOvw6VdKZ1dQurs5fKr1aJw//wS5OPXsxk+Zx34WrKv6lPiluHteuj4z9ifw9h9la7xltl5XXgbPUkdQ7p1Qedgj8E0d/9bdz8LRur9ahvlSv2G+2v8Xobz2yX8P530r3hbcUJ366qg195HDJfS+/4ZpLPqn1//4Kr1lX5JO1r8My6kvol2poyA6OJ8v+uCvqsmBR9z7XD8MErSk+VQ/TIqTQ4J8aVxpf4+p7u5bmVFjTYe5NMITi+HUUTf2F9hp7MzgufeI/sWDKEYl/6wV6g9wDpU/z5KTl+Ig08meVfh7u78sg5wd7yNy9GjkYaFXB847y/f4I9ZZdl9fcNU+SW5GrYbvm0rORqauRPLQawR+CunJPpOZHP9cPw94eZDNv9Se30dbGhHJI9M+fDNEaBvGxD9+TH5uOhgywb/heECyhfhnEYoqZLnYKRdWcSD3bl9/cPyZpS+ljrXv6JT99Wf4/knL2z2v+RuVv4czbqfR/emlTDq0fBB5aHbTTu59g/h6Jfuj8Ft+3J19fgwll5GrLnx5N2/gsh2ubCr7bRZ/nEv++CDz+5tNWljz9tLp62/m10z0rOhctW1h7O+pqG18sAnYZiU9wEt9InGn0Zyl8Tc/400T/gsqnIzu3I/r8NdGePL5GEWvUofw73SJOXXJUTtSiXGIKcxwefmDTw5y9tZVcJWinDNil/1sMai/C2rKn0SyMeUNyJ9uC0vhW7vkzfKdYZnN4d/4L6hjXKx1m8HU5EpnDRkwi7NYGn4d6YUWhkXRi775i8VTPVkpqzRrMm4Hz8EcOWTycqvwxaNCq1X6amCDxGa493wX5eb+ZhYskQzz6aV1FL+Hp/80rtnsuH4wXF3L/BBspZXa8uqPb//42nuTLm+PLHu3B++gD5zMYG/hDpvau3fL9+oINp9as4xpxR/Sc2zWVn+GM8YzYDOT2lnZKyyIuqVtw9L/rhut6qV0/6ycGEPvaZN1mQesnuTS3TTIjXhjDfhD+Ny/XzBWbn9fQIL4d3hm4pn6UqeALiNCwTVmZYOLU/wQctPj3VJvZi2rP/4MLuFve5nbLpxnZpJIsF43OA08NaySIL+muFuX+vCtN/XbqvF0inef+jx4Fw9/jbZ9Jk8ZVFN0q9lLwEXwEPqsjB2ZcI8O1HwQR5roXrW/2+vaKpXx/9NLzfcv9+Njp1Nm4rfPUy67Hsatk/pDzObtOtk+e/h+j3mja3U3S34ajUPW1Wclaf/+HeT5cO1+kEmvhyng3+l+59l/7cPchSVjcqk/4ceX8P7c7JtHDvwX4QOj7/X+PdPw/lc6dnxXO3yxGirjWp31xH4d2hmiXwe8/0qX2teI5nSKAEBdHe15KOh66cgQ/wxmxee9fcybyH/x/llPlVW/4ZmjZ6mO53/8Pbz8uzzYM07CZyrROfL/3gg4X2INvw4PMz+Ui4Ydo5X/8bhex6zr2mgurfsrF7LZl3E/+FL4KPeyWXKV7QYXuZ2/CHny0XXl8zL/D09Q8VBtbOc6hfdKo0t/4NPC+fYZyWPKJWsNyaK7E1IS8jvwQW1olTGVZASwr8H+WC6w4Ifhi+fVtt2D7lw3NNrfOWHnb5tnf4R1DtM137a/C2f5O8oZBi33/8suxtnVfWC+HytaR+XHyskaib7AZUTK/G16s8V3mYmfLcO97dsLYfuptD3/jePUdF1xyrXdflE07SbGdLKkxoSYlMs0XnCcv71YXpH7u4v+HzJsmBZG2X4enIqk3G1Xcu6nfcof/+F+WJsVmjS3i/lEiOIuzyvjbnZiIPkpmBrGW5fum7sbZiqUfhnFAxTf45uX9/BfhpWX5P6xfx45fNL+Xh+XeNeOPsyU8GLgezFfTZKsf8Myb5f68EGt5NvuWrDP1bIKVrRdS/vqHsJq8P80id90wDSMN6/2Ogi+PqiydtLT4Xxt9zeZG1eGbl8l5BYY108X/8vv+HqsotyIc3Gtr4lG0umNlxJsNXI/y3II3TBn4ay4qEdJZAf6//jb8nSWWYT5U3NTbvvzFNLidhlM6Sw1Ikvt/D8xr9svrwS9Vs6SLAXF+CT4rK2hGCjh+d7WNlkBXDtQXfS1yXdyaEdi/OdfL4bfDK99yUVd42WTWyw71OjkYkfKr8/x8IfOtgk/wXw49Vawx2T4fRIzknf427PvXy+kWuvyF59+NxzTnc961UNUks9Zgv/4L897DK6XUWXQ87L/4aqauQXjO//jbn+dmlrUv/uHuU6PBJ+N38LZ/5eP07HCNuP5fuvG3LrlHzTj3p9lu+Dil+8LW3yhqXY9m/j81X9NOrf8bG/d7o73qEu/CxxfXUo/8L7ImZqUqhmcf/+H5q/LM2mK0L3cM8O3f/y/34ertv1d/KHpOXyaE2iv/ggh1w0bhzWX10kiV+4bk4jJ33+X3VXC80UYqc99vymQqp7a0Uy9+TwZ+F9b3Mu3r8glCiX3xtQpbdmdmvn8knli5abScW/+F/LiZ9Z0lZWmKZ+ktf13gv3nxqzRvAveHznTe6Ryvw955DuUK23NLUNNg0azbG0ZSv8LccXWISaUaj5WrejPVXN2hLcT/xs+zTq1DLzfcdaamfLP/w7eG/KKFKX26oTLf7TKX0b/+GJIZcL2tV+S0Z3cvv+G90+JrSDN+F8cM7OF8bmjtkgPsvJIv1Ls+4En4N5YWK7Ki+H7t4ysx8pfWSsHuGlGYjTMs6fXeNk9kZ7eGnmshc2FdSSuymjuIrSrGmEfur9PyTGXl/Gyy6W51N4Vybq4tSf/4dnyopN7s3zjgI/6df5f+sF+N1kyOmMLrDEuGUPtCgewr5gV8bS+42O8zHn3NG3rMgTS8+MnyOa9xt2+tZUFdRpoKlpNoyV/+9XDUkn3Ofule+t6Gz/5OXA7Qg/govK5RfmTbQrFy/9Y3du+X4bOZnz/dZxGgeX3uiDkltfoN3kNclr1wJf12ff4M/C9vMyepHu0O0+8P2jMCC/e6+NnIvKd5957u6DWpxfORJT/8P8XkxMvfc/5kEXjzz/wiZzveHzrfCmne/aVoN5Ocmp3G/BBrd28hGE525h8IeMpLRy/3WHrlG2pePTj8i8sco+ipUkn4fTv/4e4SsS0f1Zf01/+H5UqbpYkjtHFvDUSJw822E3fjl/1w3ehGF/Y3YF6v13h3JpvvQ1SSzpyhMdmiKyCJguwel+/xuX0TmzLvvhsOlhyB7DVohK938GGq5djWPEyGUPsrpRA/L8A15in4YxxlcM0JrUtnzknKHQyvr1y+/qN9qWLxeu2bdn5Jzbt/vUCX3vQPdV/+HfLbp71zSLFj2ZySc/lu962HefqWv1pqj2T4/jcb/D217vcN5QfouetJ1yqKIgcRCBo2ZbUXxuqdi/R0b7IuP5hlRfG31UeGVfnPfBfI2SH+3IgX5Yn1Isv4VlJbrGvOIKvht2MwPCXzT/2N3vSfzwMtJ/c3gF2pGLv/2F9tt33X/zB42PFvhnP0ln9c/f8GfisebkjfL+vY2nZ6miHj0bLJj/GK24K0hmIyhGmT6P/4dzes0l1r2vXbaEp03JDBRLEky/+4MLt7tDX3dTKCrmBUZHYYR42+N4dpir8PnRe3TTdR+9zpmVgnPq8eyZhPp8lKH8PeGajNwo1b9CZVFmuQyrrw5jXLMmGmc+Nli1JrXeduT6J4XWZ6SunUqglK/+HpGl126tm3SmDOUbKr1TGmf/BBUtq672j/X71ML2mvp/+HrSc3iyP6lH0mm//BBtvh+P5zqXF4fAUEH48JSYP/h6m8+LNryl7RX9XJq8Nnq8pMyC7Uv+uCDLKqcmgs2g8Yqn9jlCrNFY31oU+CnuT9aqcV8zvw9NvG8tndKnOUlpqbjuXmv4Uy/ixWsxmGe8Nlm5h34IIX8xf8KvNXuluGV4TBcx8ny/r4ervUT2Whv7Xf50v/huuQsuHJGQQviqsecqEORVzxyX/3BBblz5ebKjWSKlSNQ0roF+pkcOPV/GzLa1LGpr463knhvvHRmblsU0inmRevuDPw4bjNLmyjqRD8VfcJS/14VON5pelPj6dzlYiI5ss29nSx2Zc/Tl/vwvVT+Nx1o7nN0JU+db/ApfrdRpMksbmlP3c3E6H+7J+EN9Sk06RZVPe4+3fxpYt1aLH1XcMvoQ8d98fDm9L4ej3rZnLCXLj1IsJp489zg0+e/yi/wYX66PzPn6sUkUP9ZKCD8vtJxTPJZudl/rw9rTF+fJ4vwtf3hhy5uWnfjdSfbJ4b0XeaSamteb/amHl8tbgh+bDW67+C+77m/nBD/js1YbZ8jejv4JazQ7tbN/QevI329pV3UO0zvLMwWfcv/2Nja9XMZG4VRisxP+Bu+XGZyzC9HKH5f18L6UJfRmTIpQXsHR2z/wYbuKX1XXaotrSswzdL8bRVlrqGNxzZzfNtb7p2aIalq/+EPNFY9zZ/BBcmaenxhlO/6ZpPn8P0mZtVTVkOblb7U335f3vC9O5cn03Yx7ciDy+lNJznXLAGi+wT/LlE4Jl3UWX/pxteST5Hs8kVs9VneLRluMpJv40wJVs2X/1G9/fjzJ/6RGnc8wr1h0YtJ/wQUt062iugk31DOk3Nk/l/vw7qbqV1utn0T3gE66rG3/4fkUNRby5NK7ijarOfcM/8O82apOccHCT6uCrap3F/+HamtqM0c/l/xH93J8IXCdyGw8iQod1YJ/Gxqt3ZqWgbU7zNf+d4e71rm5Uucw8F+6fBRX9BXJWdRij8Y131DWAnRxr/y/743Sl935vWQ0vcoSSXW//Dm826yChnob8/+C3VfLHvwrnc3MZo2dV661J//D+szHur873K0bw5c7aEcvrWoejf9uwU2jmfJGyDlJv11fIk3X//GxvI9jXs8luefaX9bV8WmaHrrXj3+GKcvP122v5QuenwX6ldVNcXzFUkuWH/G9Vrpdz6+bgtlRhtO2jl2//DePVTua5l787K4bSWP0GZJXr8fKrZcGa+gvrcty+G414bpz/wtYhdmrv3ITZlsptzTfP76xsyxVqwwKtzbq/dyV9V/Ah3D8syTtpdX/h6TPb0ibs82m7OrfGZfeazT+Fq2Ea3SLayodKtnzWNBT/4KY5754deSJ2/C3NdLXwMeSPD16X/BBTbnfW5to7r/xro5fdfG354acllPy6sk5SVPnHLSRfdh6usPR3DvG3AnrR5PTw9UsgkFt/wTrz49VlPpVLwUz9JyypDURG1jlUxvwTzP9Onl+F5InU3dqTJfwS+P+d/jcu7Ope3GjF2Y0tVeRmEGYadqLXY45F0Z4hG1Deb0/gg1e0sjUj2fDH9hapPHL7/hi+MYn7b1/CDDLbgb8bJG71KyzF1G/c+/GfppNjv6D2WAzizbJtNHJw+QWHFwa3CXDzs6+UbetOTC8cxcL0htYgQe+8H/Og2UR+EL3sl8+vXdl4fSYwZ+HNarWlTeFfv5Ru8v3ampLmsODy4/Nrt/8P1kI8vzbjPbEON8f/8bk2GnlP4e9Wdt1V2Wpx4WE+gp47Ilztg//Pr/VRu5CONfh68+qalnqbuYM//hqG+HFY8ywZj+vobfWktxjz8vLJoe1Dp61fekVAr1+CHpvF+Cm97nc58Eu4TYt+z8JXc36n9/D9//PNXLLjhbMikPxWu1Ut8/h/n9XW6GZBqvf4T8Rp8LeMs3t+WHLL41AJ/e+Nn/5tqo76JnH1QZu28Zmb+Yd7agj+GMdima+YWdaWDUfLfwjXW8tOafwX5/4IP4lcN8X+X/6G7ULek3d8qU1Xu3qT5lcNRMnYNKAx/xuZN9klc0s+6rhRFBobUu//BR4zoiv0PcMPw301I/cMKL8Gnjb0bif2zzMd5OqneSGG7p9SUH8F1VlPHZPlrvG2pJGxQt9+XZXyby+aocl9v8Z6SU8ku37k/8FVN+rh3z20yhfjYImsN+mZdTuW/wv44IzOfII9WRESJyoq7UMVtHicvlsIxRzpnPW171bj9JHF2WKfheRt3VUiZjUlzX/wVSyNksxcZHSoafvwQc1varmX3MMS1eL/gjhfxlqTLw4Ph8Mdsc8pF51TOPKwd/fpggiHBtflrqfZiuW7jmuQ38bduEWXuX82ZbqL2oJ1a//8P4t8nm6/fKm0KkHWMy/14INzZa73Rc6YXJXhiLoNpVwfC+fDFq2W6ymG7isD2GbmZuX/XBXaLRb5+XqsmWARfgquhyfI3Jp/PkL8KeGqGlN57redINPFTL7uErxN5f/sbEubczo5jqzD3SV1b8bgRSMjJl/+C+bCWS2aWXWbCTjcZo6qpeib/gjtRckHV4VplzTh0M/LXDaio7T/4JJ8jNNzL734WjFbUtVRdmZpDOCX1aRplqfHl/ggnySf03SLLU8mI3f+X/XBBnbwuaePUqxhuOh/L+tYIJuTdodonxK6/JUb71jDna+X6/DtWYl/xxf73lGXJGmbfyX3Zg38btxp9W574feb8urcNe8KvHZ++sKXPgps7M8ZaD7aQj+2uvw9Jyy588u+Of4Zi5/hvmx4x9WW6bkPwh1Nsk3iayP+Nmj6Kbvqzx1+YL5dy/+oYhJSV59COufFFPKY0SDo4nw/m+vwjmyumJfqHBo+Fo7j1qr6cqZpmP4elxtZyHgaeF+7zaZfYwSf5hfL6/gr9z+nLi8ZVvw94S5R2T22MZekcbNEN8P/h2XqZfjRr1VpSoT983aZhxFwsfw9PEmmpl3TM3UrV+OT/H58v/WCat+0buy/343uXLD5MuV1Jpdi2k2F5wMPNL/8K97ns2RbfIPh3Ebn6lfl+91Gyb13nUq6MOD1vjvdhvAy6dPTamt/h2qfoytdm7uXrtP2zDY8zcPcv19B6771SXFbt/MHzC7b+HO75fZbikbBD8bL8u+X0yxZ3frft9SL50/h29y6hyN335f6G9+ftpa6O7enh2/38EE/yVbUu6WfKlRUPqv/jaW1NvbpB7GLVNbNvXDXc9Mxqr4VtH0s+E3XeH0nKFL+NzD/cRvuZVkvtMgzkgwHUBN/4v9JFTjeLkb8McO+ZyYT7xcknMUVnLC6Wi+Nyf11gucsnVKtV2MhJUaWNi4S0GtslRrlVroEfD3Y4UGfmyJZYS/9YyWL7dI926TX+q69p5/DsEL32js4XdSvJtVhv139amso1/wQ9ax4vxsmjNXnvJ15ZNkkiOfME1dhAlcnxtclp83+f8M/4J1YR1DH/+H7q8R90qmqptD+tTLqNaiNcP5tUljL/3ggycawltxk+c83leihMXcD//G3S0z5KqXLqb/lqR/nDkJ6NC2o9VXvH4VuyW+SPVXnFUOJ/V+N8spLa5dj6uoa/jMNruivDH+SGN+V5+X7rUL41nbtb4f3PY3OJfG8mExzPly9pdI66hgk3+HdtOnKOJUwv8EE8zNerJrtDUhvJVkNvv8E3RK8OKZ8bUlw+afPkvcEE07dnIyQWVmIbTwlb8OxVSev/4f6D31P15I9tv8JBCg3Pw/KpHA5/8O8P5o1yQ58rZqHbkMMJaCjuD4V5pX+4cecznz6kjeT+//DE8qWHz3Y163WeHIbGl2X43u9e7pQi+ub5G5GyXf/w9e+5NU3b5cYlOF3S8GnhzJ643g6mP+HsMvfandevSIOWH/Gz6m+7Usu2I+u6R5W7y/w+dkhcg88Q/DOqpHaMmTV5/+CK8n378bI/yo2ZMiPi5s1NrLBBn6a1a2QKlqad7F8bjLkLVL2mf8Twlb7i991Typ8t/DVajUWCHZmvebJR74RrS7a6vL/6hXx6SfeVKZdlr/8EHFZeXfpLu/w/Gij+C/humN7Vcqkq9/+H456T375uufvzfNtsN/4vjePmyX/dQhq5uRpPX+f5f/sOXROHfdehxwx/+H6qXJa171HlKpbqCPoyeb68bgaAT7/RvPqef3+EJ18qJd728v+uFLlHJvq0L+Lk7FmF+Ce76ky234fu3k3Hy+o2/N85xfPP5eTwaeCIhdjyCrwQ4vJeUpfdfXojwyVdhVrer6uwhLQbV+vcK9JZCNpRyv/1uSO3VUsvkvvfCsPjzu/zJpmH4vqO2/4a4f+lWIP4a/wHlAAAa+UGa4C/AefnDSw3Sm/+C4mPekrXew+C/k7Ny7L5aZe81/w15qL+GPfwxdXzQUwxzvy1IJyvDkeo1vmfUjiue/6yy/n9BzFH5fPEpYizq/Dhang7r+YLjBcPwxTeFzX9nad8L8v7+E/LQO+7/Bbxz2q/fhibA55bsy7+dm2daUdjo/fgg7qPWGDm/chJc/Zf+H+TxicZ4rz/749P2WYv8Eccue+2Xyd8NwrlMzcV2Gmz/37je5fuEzIm1cnV6T9F93up5obtlFCo0SGWz+H+m0eU9uHvZh+XsRnvb/y/+obJy5lxvqvBr4IClkJ9TTWzXTsg/BDKWS2pk8nj3jHi0PE9gf8EPV0nvx1380S6arr+CrbrybtNr34d8ImohfzPfkXWHfv/wpZ33Hly8inVSlUCp1Qsvvrh3F0pxY+dW+U3f/4V2qtKS4C78MsCrD+Czx6qciWMn/+y/V+CzNsnMdvqe/N+Czj1XSvL834J8J3+e66/G0ZNjsxlCfLu9gWdaM3hK/wAk9/NYTK84b8YRoF1rAy4N/G3yxkkOLvXPh+ndcbnDyekw62uw/L/rQ3tDa6+uUveGRysGzjyLZXWXLfDCVpcGcb4Vd2NnvmZfCZiMI5JpO7lh5Q5RMg0ezfQJj29OiJtGfh3Dg9oh7v2uag5TzD1uUsbMnJpXdfxuXBymQvVMG07pdudrkFGo44aXXxO//h71etUtbrhnqFc6YJw0lUfG72i6GKnpB6qBJ8O0vk12/4ak+VzdzTfE5n95F4M/DmX3bw6nE+X93UE3U23Ffvy3P/4Jq7nzW78aRqEys5zU4nefTFw75kM0ZInaYbi+Tx+v+Hi3d3IX9R4sVcjgxc244UGk5lf8P5JyXhl77riedbseSP/BRnaPek2n/bL+vYdl/Wu6wCYh7loXBoV9yX8PZN3Ws17aiYicOjetKl+N1nPOzMsfyc/g+WyhYbFCw38Jy08q+1fqCDN17yth7xugPC0nyFybDssz8bxL9Tal28c5Eb5fM/wx3SwOWoe+CCberKm/Iy781jySHaN1c3Hytl/+wQXPr/DvSJ0XX/ZM6K/sbXWIXtqJ97vTUP00YUMzjahptTzWHFnS4X8EBJfriqVddvbAg3nav/h4qSvkkX6h7yPdHgWLB7cQWBP/hi1zXm5PNzJubZxv/ha7JJjNavgOoCbyddy/4Q27rf/yTBouvL/1gvy0X3eX5Lp/C+V+RVar8szlKvjbL3U2pQuNxj3keWM55+X/fBBut3lXd3ftSM0iSoCN1giyk6UZjaSInobdfh+S/NlkeXcX8wsNZfy/34U0z7vhKsyVpu9TNaWH4Wockb/6l1msTeHovy7/8MTt7rXLMaZz/wYWUvw92XcY7tgqMgXHo3/DFTi+ihvzHnL4f7z/4aqE2RuqQ85or1PP/G1lXWbUorh/zHt3yfKleiCXehdrFtxUMSOan3why/f42lLafD3N2RqRnjH16zr2p1/L/rjZf1D2fIKS5pvn3lkOrDO0vM2E8E/GzfuMLudtTfpvBYJzj4ZbRxyK4X+HZtfuzuWyAzNfo6//8KzH5L2pW4ocQ9SftJfXje76k+7ywvBppKf/xt+8xc/dwSroLWTeOvym8I5FBd/3hk+MU+hx9/wZ+KNzYaXSl/+gV4e981x5ZzIMPxtFaGmK1nXmWu8vaHOJ/4Z7NdM/8bty1XCtsZq7nfh/rjTnC2S5hf8v/2CCy7e+1RXVf/UT8v73h7O6Tn/eyKJhI6G0omuPgkhymd/Dvdp329Y3MFzv/8bf1PH3tkaSL1bcem2Ub8orDN9f8b8rdVWZcTSlPKwUd1vZgl+fvZ8Nz/1/ZUm/Dvl9KebX/WhvCEuPv/8+Dqs8am4fdQyX+GpJRvzdPcNtzMa//C+0JwdWM0e4X80Sq/4Vtr3dMl1r+RM6bxK98bniPMnRUV6+nEkrv1bqnEt5zavH9R54V+C+T13Pep0LmfZZqoNQHD/DNcy8rlof6HBP5f7vG7zF5vhA6NmcHVju1a/ah2tf11Q2/VPB/uvOGmqzq0dLSjKZB1VumHIqaDjS/9KNox1F9VU1JyZHu+FbyPvODKjv0XjaDBp4JZ8f53t+HvJoby0fjM0G+xk7GTIRreP/jeWOW/2rLpW40l5B4l/8b8M1p7tuqXyW/GB4iQke14dvW2qA6n2fG3m62notWoXdd0+R2RWRyhwhmErxan8Ny7jxS24GPD3/xWsr88U5fr8PX0NG0t7TZNVlRJ7X+Xg3+X6puxuZgKOmpeaPLxe5bXNpbFq/+H5MVta1T1X4etROvxuErUnlYtzdNYZe9v6BK9I+rvcX4eSbvL/9h7LKnSfDykuv8Mrh/4Xz41BJWI+rTn3/wWdIPfl680Ln4f0m/O24Z3BvUYdpGtzSf/w95a3NmTLn7cvj/8PLdJrHf42fcxrJGO98Zg9gdJpha720MVsah0BFDJt+NkthE+e7VMpa3bx9fCpLmHhraQ2vZvF98n4Yt10T453Lf/sJWjbnzg08E/jXcvlL8b43z1UssuXS4MnCblpN7WSIAzCVYJy/deHsQ+1SZvq7fDt3/+Ft71J+CG4khWZ+onk5XGGMA/hmGXuvLyZZXp/y/k1jboXS+mTw0PZpbu4/81eTTq/4VkU7Tn+YVo+yv9d4XxA+7zZxYZRVv/4Vt6e6sUFn2pwSaFyRW60l/OtPH5evdHUJ+auaL/rgk8smfh/U/275uoQYiKtX6U+cTgEmv93/BVJFqs3t7kzF+H+5+bdmhe0VRH32P+D+60vMp/w9rl+nfn3KX1yS4TTLI4k/ZffXG3ba3IvmzNVJ207w4vEru//BhqffLTr8PSnPcX/D1uXbqqle00OxEftfL6/h+OU/Wfri+lHZhndHeDqv0rL6/habPCjY5wfzplOPkDTz1+EjjYVai/G3N/VZpK7dK4rJrWz3//4exlm9ub2fieRkxkQEa9mkYPGH9U6I4KRt9fG4rC+wrq3dfiXAv0b6+TIE1NTjIn7kWJpr+n7Uv91h3e1TpHUyZeSjOZGrq/8b2041g97vPtayuV4qaCHs2i8P3/sUvr+DDMmtmb2TEXJv+jaI1qPr7C9ZczZDOQBF+P6yK8tXw7k17PVfnyLU5kyCUaYEWXuIuG69QYZUSW53n2NfKCQ3Eif/42mMQuqVcuthf50vjG0d2KQlP0JOsGF941OYSocHiKmiek/DVZOvMv6htOewMtW+H/jyl7dT0s0JQ1yeid5N9o3Ogbvw3h33UOzUYFeulcL0twW+CDu+sumxUWJYCNZe4zhIeaWUdBK0J58Ozvl5dyUDH++lOfw5iiWeXcUacl/08EGeCy7gmuz3Ya+/N/YCpk7hmpfhnVV787BE+t8bLkQqM2KulXnIr5/CQ+w9MYyFQgmYMkD62N+Hq1SMe25ceVLF4jhmhuLs3+X9dwtrVT38vyXmE1Bp4X1HafNzGVn2M6f+HcuePVZd3X86MjJ6/w9l/febJM+5hihfDiWLL+/jaylza9jDJ0fV3Vh5t1/5f/sO3deSI9xP/dT0zH4Y3DwvfqN5N7cEvvie+S53aVuPszuDpzKiIX3hYemPhesi1s3fOc4duOsG1wumLVODsv9bggqStWpSfVJr3kWCB2rDS1ueV3erjdueW5WDUbIfeMrWc/X1kCy97dHhFx5NgZ+EKk/aG+V2VB2tZtkvhWdrV7G3Jvh/qJZBq14IMzR1jlmFvH7M5dTAFxuHQz8kuumFTnXGMv6vjceq+5djTbMqKq5rXxUU9+dhfHuKyzWGv4fzyWdJ+bk1bVmmWu7nf43c2tQlt52OfZtZbD84fZu/wte5vM/xuc6kCC9rv6/K4+BE9P4J8j1fGp9kwsvr+HptXYbTZ/J4zymEL84IbkC9fYe6jda8mpnCwuUaT6jvEEKVhHfb4I7a8KDTwvopDod6J1+dKCfUdX37heP0l/d5TNMB2IYRsEtwm8cKMKwg9o+N4eKjtm+g9+N0Jedrw30p//BhRPfTyNZDsTb1hlwCb4vDVzMv/2CrL5ls0cNnh1dd+fja3rlZRXjc+/KWM58EGotf/h6R66vJF6jdGYcL8EX16bv/D97+bLk+tXu0mGsKvcmh77i0v9VYXsqzOrWPf//4MJUGt7YdCsLcx4NcXDDD/wpWTXdVp1VeaXYV3gh5fLb2lG3y2FXN6aNqpSOfwX75YoQ2j7yKyI/cCCnTjnj+r4IN5NJDpS8ktda3E//gu0yxdmK52/BFJsM12uN+Nw8ftoPfJ8ZWvGdx7ISf5e19J/DB70X/1G4/1+1PlM2V73M05EZ64//wWZS9svep1ZCfSdgxfhbh73NX/WGZdsPuLw72f/lj1W9ODPzXyz+HvD+Rbs7vm3NNokS5f0tkFdlr+wYXVszAUbH81wef3C8/l/9w/MikQE7fTtmij0sR/5R8O9zf2Nhxw1WUzjcjcbrMN/i7X+WrMtDRtLuYeOvoyzxnEv+6jci/eGX+zPlwF0+53xaxjT9e0CDeEj9ZMJHfbk8siVMqO0pOeQXjwsT4Zr5QYXXJg+YLylvfyG7JX7tnFSHbsvv+F/J+GXjrXdK4y6226Tx34e490kc53zV6u3mSjIIfqY1ofl/XxtTY+GX2vXNqyZNB9Frh7lRUhknp6Ev/uCPbvjHwzSvhpz7qDRprh1fh8vpfjZtpX6lXn579UnIK0XZB6f/4Yz3qqSzfIuOeYkC4PggyaZ1yxfmZGpUlRNyC/Iejq6iS+cv/eNr2V9EWl28snU1uK8jSJLhtRXgucs+KPt/DnLTL+6sdJDfMfHwpdEfu7WZVu49zO3Zll/9wWbA8101uy2/BhrT5yUMywRY34ct9HjpVA07BEbMyK9h8PnWTBjD9S9+fAuYexjo45PaE/gqu/uaXNCD8KEqX3pONU81m95Qfhkuke505AdLp1cshx//Gynau0nLy7fL6evyBdJyPruxs2N82K1+GRpT1V50lhhi3hxT/wUxg/fXhihGafu6a/vw9JXXVUuRPdHIkRuo8PlircCH9wl9e8bDF2sXw8zi0XhHlXP/LVWEl+Ub71lxX+Nr4f6ntnY3XLku27Cn+X/7D21JKkW93VV+cVIhq+Jw7707/BZPTdzzxuq1WOVufh+qaVpjhS1XWROHr5EnpzS+CjLzJ7n3b8b1DM5NIob8sZYK6ZRQ384WWlX/l+/obc9Vy+yWtzQe/DKPnoclyvCbBw/qbu9xdBDlLz74avfjEPWYVNyT/wS5pjONLd34vi9EWXXxAb4xTiRkhGEX8GfhyVPVeOHj5f/JGzdn3hvzPKxyxp43ipG0opyffupRFh/4L6Wf6nha6lr46KZmy+9eCrJeTu5vdfZf7dIbDPJ4ceLat2a1fksMI24oJv7aX785DUufvR+hctPdf4bhwrW2vXhO/P/h2TN4eMhpswmWXGBzpQqCbyab3F/+HtllZLV0bI3PfhMtRcb9+cJWGbivah+ovT8EEnj7TStKaq62OLNhh3eUREY6ESkh/sv97h7VZFO8+nd/Ct17OHmiLhWX/2gQa1H6funhDIuBV9qrNEGOt+C/s6nmhu/Qgl/1tGZf7fCM24z14ce7YFr8LXXmyk40G7P3x1FWK0T5f/JCub6yAXfYoreGH/Rj70w/gvw0yWyyr18Efgv+/sb4nSP+2Smzh9U57FGi4v6Rgkh1P4222e1mCL0DheFdE9/OU0Stur/4cxfsGsv13gtruWS1+PcGfhfNLN1Ow56/jNiae6/h++ZpDPOSM3X1Yt14jf/BfpGrjdS3P8HhD93mD6Z0/oHhm/rH8GEhJ5ZSnZCK5BeWf/BPRemXdq7fgw7rV6lnIF1D7NYbFU/BBtUy/3n65JHnbgI3qgYK6x+G9aXaSfsLP/4IIb005mT4bKtLmWIgubhva7/4f7u1vEVnDZ2W0Zf3hDyDNOZaX9dwxhzEHyYkUu9/3j4ftqo98O7gm/EfTm3qYNN0cJKjCT7d/+X7/CvPsmdfFnNnMhQ3/PL/rgsurpWzs8oXr342E+w+J4djvUJmB1RJZKFTq56P82rNj+X1+xvyS7VI3CfJHU87uPKfa1GFkYS3UIny9v/jZ5/U0crTxd+b1ownwyN6P/ggvSHJLUsSv2FanhqX0cNS2mF8EFlU35aL0bqNiPviVrAq1bOLy/f4f2k2yxczk9yN+uE3aJXuNC5/hnzavkC0fPv57fw328GfheO083zL14135f98LVzJJ6a/ObNZDX8fup7zxnY8v7+C+7sNyYycZ0AJK2z6U4/hyJctfP/LP9fjc353mw0pWTfxmRD/GJNRuxV8PaTlerPkx83ylJr+9oNZTCDy0vv+Ht4nid1bt1O4ureHZQX5Bv429yr3mzJ8K160RRmEzNIiAJdCHC2iD4MMypldU80YPcl8dDV32+u/l/9w5j3Pr4R+Z/4blg/C1he1SaOcEk/a/+CDaPJmHJVSVtmWa+Fk1G2f/Ctf5+8Pe5J4PlFg+uT/jd9li791THs/ahBijo0z9o1X4MOtGoe0g37aMYfa8dB0//Bby75/c/HbSsnOxQ3+oWN5/D94cXml7vhAjbvXe//8Ox2vyfcIHOtyiW37RIq1fhir3m3m7hm+x8GnhoRxXF/HOtE5fv8LHNHs2G/7byf8v/uTzSvrDNefRLAwzhyS/n8N9zfLh7iv/hvNBdaKdwQO//BhNnzYuFuTOT/8KlbCmUaks2JArPVVRqXvDjbQZ8b0ki0cmLVrARb+H+rs2NDlcKoto001Mt4eFnB0g6HXzN+Vl8bylFKc4dZGQ3p3vbi9zPeGXVB4efwwiUpHXTfnv/I/vh2Hu8NdvGJ7Xko62V2NUlut4OqwVfBNLMr59mR+X7/G8sQ01DjStjhfVp42r1uvVE8KXlttC4EWWb+ewz8qYEj3XrWXw6SM/8uLt9SFTs8/uCb5ytoJ0HY/mu614LeiPlScnxfhbrXk2CeL//BTze9X1f8OYbkTK+Ht3+V/wty/HvL+V7y/14a7m6pugWOcZGxGXb/ghOT/0GfhwhtjVNt5N/4L624njhWt9wSdioeLm0guHXTUhYy/r42ld4dPefF6KfYbU6bAr/4VxO8+ySXpruB0q8cFGmt/8O5cmq5GfubI5zoz3/l/7xuIbk1E/o2WpiAx773UpjQgyrOCLY/VIRapY6Ppy/14duutaXm2suqX+X/1D8vlbhXp8XSUqvmzOHg/chL7/ha8eWrU0tfo4nn//DsmYVedh6W+98Sbqah37C+URCdxkSvsF3nwmQu4evB+CvN3z30M42habPwX72g45e4tWZOOeUwoSjisv3rhaM/19e6fOkyx9QRW+d9PL5GXHBvjN7bmkvN9xcmxuv4XjuW/B7m522QabU1Ld0q1xsb9psnFfmzul3KdOwN51ko/hbk3uockZTLG/T8v1uofrTEOLUlWsqQj9m+O+/4akh8pAkksd//hHq3Jhi7p23waeGuM0mvuhvz5DeYMv9+GI9j7FLthhxLjDluv4kjlfwX5acmBl63P1KPHn/GyW+r9W8Oi1hqfWVMdw0fuYU+CDn31e7XckTxgl+t9f8EFzs5Z9X1Z9g4E/me/4II3VyTy/ySRcFsO5hK9PYggfzECX17h2T+fy8Zwne+X/smRdo59Tll9/xtzFjpF1T18ir3kbJJ95Gh3CEXmW1K6HuCpUez+Hp5UxWbv8/8ol95fXeO//4Jqs1fefLmX3rw7L8zMOPFzXbLexD4ko0QwsMWu3KfwYYS8vP5yqlpONbj/jbPl+/wQbpH3aHKfSfr8gJDO3qX38O5IEdM/Re6mXa8dYPjfmIXH2B17p+CO7LcfD83Z255XrZnxYD2pyhb/jd7QS37Oq0O7Xk17cM48rzcYLG+Xxttm/mbC1G6nTl0PmVdFlVj+61r1G60k7n1qwjmzi+ULHF9v4bk/PcFV6z8Gfhfe0VlmS9bwk9m2jsNsxfG805u0fzmJ1eaheDhqTLUFFEHZSIpZe6dfYd1y6He89qne/XKpzRZSDsa/CbzKppkvHeuNu71smu/vCg8r/5Zq4LZiN+inkcWr8ocmyr3G72g7TFFO+NacqAClHuFTJ4aXINfxtzd5sQ5PePSnadNazrI3y5E0TGJ9f/5iplj7VL/3jY1Xs75Z9kHRwu1DfG8P/8IeP9fw/z5by5aHa+cLKC3fhgd6C5Q7f0F5mWoxgmb5vmQGowr/D2fZzRfwy8/qHu91QRq//ggmbzV8cZR8U4fjPeX/vBBUv0U/zOfmoCPAkOzh638KVuqDRtL5uW9Lnk006WmPwXRMgm0kttYJdJQwvwWZdubeNedrzF+NqpJvn0o/xymmzde46Vf19ggj1HHc7dzYEs2sx91ZSmmRBlCZCk0Wvjd03uuM+mUTLR58Xw7OQ23XfwURyS2emOF35MjD425pcW8OSR7ZN4RZW6rWfTSIbyvIx8J823qvwsXBH5Hs3xPGg9lbHBM/f48MUWDPwSGmyHOBb8Oc3TXw5fZ8N2o+GZik7lBgfPv+i+vqKl3k9K/wvbl80SX9T1qlf17utv4eKcvGc2FZtzkz4rk4pJhH/7USNf9pOPmRkFp/5+C++EDD+NSo1cQMT/BT4EPpTYenv7GYC70dPvZvxvUxdKr7hj2/anU4cX3jm+S+NcG7+F7RpLGFuXvBa4MJRFJElWlsjCtY8mWwFX8PQTe9V62UR9yb+5IVTWcKBIyzp60Q6KEamIYcJHqJL3v4VuHWdH88IkdRzmnZeldrbTjg0HF/i+NrXpwgl9tzfKyQm79lJqbF35+hm/+4JkG4baY+rymFBUI5ebwkmijvhbN670UE71USVKO/2ow3O2FtzZ/w7HuM6NjSzt9111GacWQ0vzhmHcZqCero5zQZXWGvCy0HGAbUT++rzSOSp2VODPw9n/yv1bNKKPaqe1QmQ/aam+848NX7jZfmQhv2fMsuS51kyKrS/N0+/pe1aMo8v8OxzVXzt5D+gRgxnc49eWPxhXxEX2ruy1DLz89f5jx+u15lgz8E+3J8ghfMxfu/DRmS6y5cT+lz/cE3P54eEZf3Jw7bMwXMvblw+dwFff/73nz4if9JX/PUa7/y/db/kh4j+l7ku768EVS++WX3XwRZvfvyYnR9eCwuQkbHS5eB/D8Ky2uHs3bs5fBN+Y9k/wrTMb8Z66akSmfhN/+Gpd5HLEaeujP/8NayZ3/WNM/8Mw5ITYvPQnc2/8B4wAAAaSUGbAC/Aea+8vk/goDxdSe+VBll9fzSYK9eCbquf8R+HKV2nPyVKE6/gg7Rcza2RR+LMmVe/v1DeK/O470PLUi3w/5+Pe4gg/xIKNX5heBA9yPl/1wwXdXdvU1TDm5ScyZd+CDtKnJ64ziWm5+qEx6dJJ8bzmji+aheevSlDfeFkrP//D/LXlir02yi4TYfGeVUdf4Y5mhByKl3qVDCT7M1MxbWvwh1TmX7d/gg7bRuqtz7c+6jUvbGXdfh7mzhl77hzFF8t2BoMWf5q6Xwvxn07hGpcwvvjFfwX8MjK6vw+ttYNfC+TS+7YJW/m8V+NodYHeX76w/LdqPXHaq9OZrlSbTDqcS+a0/6v4d7l08Va7Nnu06aRj7Kci/4INY5FW0bXq6w9yiE/69wVzf0Veb477DTy/H4z8bDjSt1dkbmpFn/j/nuCYyGrfchxEpmnL9v42x8SnLJr9WbSYQL7mZXgQDTV71J1uaBMQp77vjdXLpPn1W827b/J9Jv7b4/4duv980CZ7uKmpaXq2VTH8P2T/mg4YoerziKxBnFeczw253C/w7V6I/8i1l3cZIq9rXIdkeq/h69ar9ntbGMvr7JlZve+F6e9JStXmTNv/jeTNiupWvZXquqmlHId1/h7YnPl/9wvzQcYJTf1ltiXvPM8YaV4IOUle+lagzDpnOz9eoUpOm7c+xrR2dlXyiRfDu9pzRmnpVD2iCXzkk//BV87w36O0cuyaQX4INSe1U5z5H9gmQ2CW1vjw3mv/loU/gz9cvwxi71yEYtkG4/8v/uF72pe44umXyKsdgq8kF/jMJe1ctlVhjZWnyytvL6kvh4jULR9huB96PGWV2r4S9G8sls7uH4rGwTl9fw6WI59pWT1LLs4Lb6v+FZpxSXklb/4oZcp4vOBK9fV/5VvjdXkzu9eVy+T7TYv+Px9X+knlYCT6XwT5u/eR+vw/n3fkgnz2dKrYgNr9W+fL/fj+eqZeFnLyB9Pl918P9Ikbf8deWiahY98MVY6UwGjOq8f8bkl52wf23pHvFD7gh2fpsK/l/dyIKWWfZspEz5fyYly+u+CGLrnG/Bhl8+6r7m5P9640mN+9Wo5fZLJphfy618aV5ek43l3RH6fJPFjyb5WUgzFfdaGtWZ/DEnfPjqpinHqecblP/glh+8SCmT235tfYWKzwj2szd0vqHEWfkLX6w22XXlVgzXWFyPKzpRLi/WGZfn4ex+ML0LS3kaoqKRRdZ41wXIzOpCLntq3nDH4dzp7epb5HSFFyoR9YKL4v5f33BBDf50HSiun6k/n+lNt942tY7lF3yK6qHtNjTT4cpPDueDoa608bXmYafKxWKPLOuDitqRTbw/8lZl/7xs38ku+b2qqSZ0WZJIfkj8O5BktO92yJ+vx8qnjyOTh/DslrfmI4OdtyvnRnKhtDWHIfjtK3pnk1pfGxHKXS3fVDuqr8biN46R0v/qCC3l712i639lq7/SISv4bmXyux/8MS1/4XlzG65kcq2v89hB4evh3WG9Ljfie2CT6l5cv/42qku1zBl8Xtk9aQazoVnfy/X4+uG3UhpbW9f8GFvfnPta+OAmb/8MZ91rV549XjF8LZc70eW0zbtT1gzKn1y/64IMz8SeaJM3lbgvN1M5VlDzCS++c+vzZ479B2DTwTGbyKk75fjL3k3G6J4zV5Ij+CDqtJvMneFmPT93qpY1yYdh1Jl5co8osPbViXZYC//why/Vc6Hf4bzZJBZU1spJMvxGBry0vv9DeXn9NSMjk5zm+VJkw1LfJFoy6/5fv0w/tvpDnk7Z7It+xmR45zPlXOo+H9pd6vqr6jFMyE0/gvqVkbX1X225v/wtQVO5tfr93Mj+N7GXvuukk1U2GL+HZEIcaZl9vVQ9P+WOqpl1PKCHouQ33zXCOW+F63wnc58tuGrH/4MLkweqz8P+6sJHq8owN/8IVb45z/Ln4vV8m9fQY3GqSfrxS35UAzY/hzVa/DdfcW+C6XuTzu/h89Qh7dPo4fvywaeWu/w/aleZgvy6L+k14e2mlCF9TrXG7zRqXGVqVulS4VHKy/HEtsc7a711jd3bG+3QL5vI5nb/qPaw1XGXkRjuny/743liHf79VdNMvI/aHmWpB7yGo//CuTCit3evzldSB/4epF26W59dBXXhaKvLJqcji/N/gix1k/r8GGV8hR9Q7DnPIfCPjVnuVED3xtsnjllq/7vtFaXUs9YiRf8K+HfGykKnmMIv1w7mHLA//BbS7t6bD4X83KWl6w/bmwOHchbRoL4Y8sXs+X4QdtXcNRZcv99Be8dR+5a6sq2g1BXZl2CChTtfG6jK7bh4pkbZN5pkammWsgj7UierMHyA54kwT+H5EKs3MTb1W6tTG4Kl5+daX79w9rX3L33qIfwbdBofVvLIFw33/W5I2TKmxwqyviOal6Ft0NE90hYxlPK7vWw/lX3XCG/YheUPX7H1UNNhK7Y8PcPBovsL4Z41mZVz9YI9Hhf7+gxU2uk2JHK2m1aDU+cRzUoXqNSfCGX5NP9I1psd8VN/ZTte/TDu09y7WX6vHcXZIHjqA6vohfCvcn1iXl/DS38ewXxdFc/NnIT+CCsZM5fv++WhUoenBNoaX1fD3NyK5tLrskx7Si89n3wic9y+9tKNiFjVPnxAhdY/M+xIHprDWJmEhB6Wb2Q9+blfgwq+Xv7OqhYC5D8SJ5Zwf+Ci93ngu5+Nli7M+MlJ+XTyi3YRjWwH/L/T4IJeK2jYSVO92m1cz4eu0gpZHS/Gza2v3vcmKlrpGNKn6p8uC/Denq+EfJFN17v8b5u/O66Uke+NBN5638xcZ85ZXWtrr1BH4zpm/G5OHHzdlUGWmrJA25cPeK0m7d6Y40hC969I/GXteNtrYj1gvvX79942kXM+I3D/UdVJe0VeRBJTbKEtoaKP+Gbzy1RItXvr8GfhfL4rh+jWQjZi8ij/h2hcped+zQ9lvLrFcdypqUXM0PW+HL3Ohki/k/LG/G44SY+8/DT3tojyR9KybUxeL4cTpf+NjXyB3kmOjvZjTlB0cuHw56KRTGrzixkWxYDuPMUkKuDInE6yleM7vXeNpnrC+MrWncnv6MzXqucU6Iw4rq5fp/D3lLVbKHNBeS+4KEiZaDTIGpfX8ba5HjNVuzJHl1vy0yXyDruXl/XxUYW+2s6CX/6BXN8yI2/4TdX/DvcaWqLsMVYkf26GZxNguwy0Kzz7L/6jd7qqWQgkbu2FK4pS7a2ZnFpaluX+1obHV3GpmXXL9qdVRc03HSnfy/dyUNwf6OqjoBxw6LHu9X1ctilfle+Z53lD7X/G5w35u+XN2Rf+BE2LL/+EcbZdyxw8xbtZkXwvNmlm12x9ZRwiPp8vq/javL5yRN8JdQW6y6gNOpagE3npZ+Q09+/wQTYqnNpv4aFcNnmqtypJzjXw1q65s1GvGdr/DOprX1r5r/xWW6lI5CMGnis8fDy3mP4b7uyY+ITy1rY+ycr/gg1bmdmhrUWO/jxZwsfe/jZqPI/StMprLgYyN3G+VmN88XvyN/Dg9L7/jc+ZffL/lZkWc/w1LYbAbL/3h3Nw9ob93UKcsVPxoyg0ardb4wv4Utj2Zug9p5vUtD3bX7PwU8jAR40lf2a/r8F88fuTN9TDzn//xuEbKXPy+yT8jeGvDzyK4ROvFWYfRy463w9uX2l8g/fV1Yub4JfBmzfT3kyggub9jCapGYflx3Wr9xo2KN4Yl+2iFPv7Jy/q+Npct3CKcBuGw5mwj6vKzL7q1EBucP+Hc5eZuf33D5VFWYyLENZXaIdEowSan8PQh+R/95WV0jFlQWP5wZyHw1Ds/h24bRzrFdNBkZpM2scoYrab3rVO//G3NduVxc33aJm7Pf8xY72TwrfuH91uN99pRxYs4SMHnVaDYJzL8+HtSaxNe97qQf9zy/kEkfG8S//MNu2fZqVZIOlIiwvh2a/oeiOXpa+Ej81vS/9Yfzl9OkJ5WSUJHZhXTPhNos+YNDtwf+Frz/zc0efcEv4neCP3mDPwT0Tv2e5mi2srmHwtXVVE302M9eqdV+X/rD8zoepnxfd4rEa/v8CLP/7fyEX+Nl9rwa1VJsa9y+v8mmd8NaSl7Q9LUNuG1aYWj1PgqpTU5RMnYWjd/343hvpH8s373hvpOdw4ICN6Ts4C8CPy08YcaaAi3nnX3aZI8v3+H7ceWeXj/Rlam8Xt8r4Ee7/i1v42qfbbl1sNct1QvXDbOcLpow/L+2lytcDgy/r4dpl/fLLl8df0KKsOF+gbwfL790F66KlarvDCLjI+se3Dl6r43dw3sDwpvO9u3Qef7vNAgertaiW95J3JsFQl1skpn+wel/6xtm6WVgk9Trm6rpxf/Cav4E3v59tq1rh2in417VXFCtszYAm8xM4fYr21a+DDHUOCwk507yzuYTuavK/8P0jd/PS+0/W1by2H5GV6LkLRwvhf3cN0l5Nw7FDMvd/8+F/wSeGXH8buTd6fdtqpOYVyrRnGgMg+a8vrfCNp8qaW595d9BncofX6Ci1BVYM/FeXyrj+P8bLdZSU2PYdmPZu7wZWzx/4Kc6qTJxXZOaXfh6890r3uF6+hmLk+Edc+X+vG5+bpdjhc2PbRGNJ827/e/Tqp3260bwl0X/43Om8/Nk+b+dyk69IlKMCz1jElqi+H5UmuyavPSPpsbrMFqpkvL6xdqS8izX/BTSV21r3JK236jNJpvkgtw05DePL0/4Kdc65O8X6jGDp+FMN4z3fD+Tm+V4tFcSj8Jxzn2zeW5X/Cl7WrQTpLurVQy5cfgvn1j4n7vOo0w/ZXU66rIttcrrfGy8fx7nPz4+H42fkch7t3nS/+GMyCUypWWS18gfaOKvv4IIdPR/TcnpJpR9hAtrbRz/wSVI+chw/Gz75RZTHcaMqUKa/JLXMJa+u4047h6bGpf/cbVrfbyS43tYbjYZi6ggay1U7ZtZ+oSZfG88z/e8+JK+zeNdOKHYgz6II8PBNyAkIX1HwTXvIds94NPG9TDq559z9F5pEVnCTwr/wxk+mf7D5hdu5f+rBAQ8uZc/f5ZOQykl1Su1qwekVuNJ/GnYmrrfF36hj1R5k8U5NFZReGpK0MQ+vB+fbVb9+NrkaMMuOHOyoHRvwmeaCDxt1/UqGIYl/YvkDfwrO1xlJyjPNS9+k3BEOAqz6qYJiy+aQydfG3VyzphfooqtaklZzdN5fDIY5hUXqZcm/lEw5JIjTi8/G8yb0f1Ai+kMlDc3e32cgaUPytQWg3FkMMu5HA1/8PcV7cWnOupm9k79BDx0er/4eneXGyTsmV6eTKqCNBG1h8dKrWI/YOpWs73NTPwr4e0r5yiokX98pME/j0/6y/euHe5pBBvT+TvyLr5Vw3cO6F8P3t1fqd7NbJExlxAu1dv+NuQCP/mCl30fGz2UekJvrWXhmVV2rSYQl6CuCMLLfmC+cLtmRPG/d+NorT3NY7GR5lkPw1yKad4un/L+t43IgfnkzPGkedyG3z4oyGutUkVFCRNKCJrvb8Oz+0HvbrJEO4Rx9Sjjmjkp4SYfyeb8Tfl/9wQWQR+0/HcIrZ8fxh1vNAkG/eth3IW1JfZK+K+IZpsZfF31vE3o072L9ZKL5oMXH9F8PX2X19rdo3D9E7x37CXPoTS4e7LpoXGBp4cJx7pf4a4vh6tLm6hnOen8lDbtNf/4Lt3rrL8N8Xr+HXdOL3vh2d3l80yxZ5IrHAietl5CwxfSXLdcFL9a4fzC6SeVvXxxEziR+iwX8L6UtHryF/VpoqGHfWNy7o7ZsfZ3VrVer6Sv0/y+/4dm0b+OZt3qs0uX3U0kr2P/xutbjGPVrdU2Hx0TnkQ/LSV78XLqn/ufy/X4Z+btuWjgj/4Jb7pE/vB+GpPz9aQfff68FFWkk6vb8TdW6x1evsMXZVeT4v69mSdEDTwT9z4Zf2N64dm+J+bLmz6dLdf+Fs2lxGeCzEfPODusr9eWf/4IYey23fq8EVJeD8NVNv32RNlFvh3FeqSvPHln80/rXEz56V/y9IkV4Vuu0/dfIbOhlD3w7UvLnW7RsVmRUm1Jb043MNODpH3grm3Jrb4vSfL8LfP6qpRWVT1/4nLnW/xJcMb1uUQwpLBoX1/D1KHmRPkLBa0mV6+Y8QqQEvf8LZG4322Rw6kHzjZXNGKV6X9fDu8dUsZuyuqrPqEng2KAYyJ8U3laYK4RPZ/h+Evqzw19tHrvZ4q9/Qow7tJgW+xi4/8FxH1ariy/v4J8+fJ2/Dkv7BcNy5f+K7tRyrrw8XTW9rctpxmFylnhczg7ZpavOfGxvp2W4ceVOTGdUMmgqbw1v689VuCjQ9L9/jZ/xWPy3VmNq1+pvJHgo+GovIsL3kdO4BEd762Ffjbq5dV3eCuZPzaevKZY0gdJFcPQa/43dy2yTl3w54kHLULyvJbKFKEDLx4Iu59cwz8PEe73aTN519o4kyv8Efd5Zf/sOb23HwwtF6SX76wtu2CVkC/KqdpnkQ6S3uojf4KckTeXf59wy/9YYk0Q/btk6Ufw84/8NlY7ss+GMC5G8sqwaeNI86kK4RsbpOBdletz6amMOwb7+clfhDq0Q3qWlM+cv37QZ6q3DcSwS3+8Jw9KP+CC0+71uOLr+yrijZqel+n8bqFX22PTmt303n3DaojJTtDk7z+3y+mu4fyDfkT2P0t/W02PXFGzP0yGaf3oXTGZuX/vDBRHtTvMW6cy/bqzXwXfwQZyz3WZqmz4vwT+kLgn8O48pMUMli6B64s2nzCTDBKkuLHbM4X+F64wyMuu/Lrhh2Ryrx+Wb/wQX3MeE4B7Si873+/uCrh8MTLl+vw6ReXC7+TDxJ7QtcP7o+82/qwl9fULRfky68ob7e5NyL73+ypX/DtTSppXrI/hkHjwbWPvpf4LdVSVb9+CPKibmD8Px7pdGvdKtTC+wLozi8BS/+oSkw3re18E1WlVctPH4ITk/1Bn4cJH10nePH//G3b9ScWSWtmTN3cLfUmTSJMl7Uo/huJFy/f4Zy883o5Zat9IOqW35haX6tcMbh5xbw8ULueOc0U/8RPH4T1+NuR1yc0Yz87ZdatCksIRza5D/wYa+k5ERcbsH5SiDuLzsv1fjYRHsbPHL4QD+b1qz7xkP9Kog+lp9f31oLC8v4JdFeUvGVY/D/sfPYd4Xxlc0orShpzf6+gv1JE/P5WVslqQySzQUKGEoI/Tra+Ubm71s6TB922FX3V91FXzFOUiB9nIqpF5Os3P6q7obubfDIkyt78M7V1w8Ms9f/jebFl27mskyOfc2TjQTe/amJQr+HyqXOFf4Zs79V+n0cP1j8v9rgv0RdQmjP/Y53+9rBXnzVVmkT4R9iy/v4IOPVdK7zqXynhKfIKRn5h3l/9QQXtSY7leE9Tt6ZARuCd+xsDOobnSl/e8EGbK2hvpSv+cc7aHX0inI6vhi2r7zy2A53Wxf+Xk8Gnhzq8rBXl3/wvLSYlW36Qa21HyL/xu73P/NQ0B1flF/bKfOi/gu4j2qUPo3/C3luluvoZpmCKCSn4e1Tws3J+fRbYatjV/4KumdmPaFfL35Zf/UbjPxfGxNfu43h8dQn8cdUyEOX4zIXO+N3ojIuoP5Ld8VPD9wty/4ZmdZ5QflEOI/IGvX/DtqtYr8y6hF3q+rmF8mi6v+NuYqnuN5ItX7i9364r8/jq19I1IO8sl/BZM/tk9N89e/BTSacunmR7Pep82Zf78Pbkz2n1dS8w0RW1v/BhDPJiPdTJ8+xzLwwti4adkE+GNS+LK/G5ffSdrNyYNKg4VonitYWDnIoz6/y/9ONo/k0iPfer4r4Dah3+/6R53rHm+icr8v++GbO+L/Lsh/57P4C7csVYNPD+952ts/L4yHZd7nmeytBZxo/uGpf37BP2jfDFMyC1rQKr21tl1O5s1I7XqDDtPaKS1c/5CMcffwpVNvw3rOSTbNy3LL/3ggzS0Jnc+1JhUhhOhtVepli5pVRZhi26/gg1UnjNTXhrT8W2HL9LtYrjV8m99Yd92SvXy5BphFyRQ2KcPw442v/DdSenuc8y7LUj3h7sNHPgn3aORXVcPwVds6kNdj5pOVB5fjervfm2qkFoXSJ0y6aJkF/hzUO+j7MFZLIaDUWwvCVXw7eX9R2Sb1kRhvZ0v/G9+1qqwj0mPRmzzpKzY5/+HZeN9+mrdyL7fIKhtEk+X9fBBq3d9vIWXYaWjyoQ8iukA5f31P7shsRDa/1D/Z5csQw6HrDTNPH8ph/kPw1X/G6u2GMSYN7pvuOmfZpKYJHLNSqpgadDg41ZzP0WCDNfYJDZuTxfj9705Mw36Zf6asGFs0q2Ra3VStNRhY4tHEfL+/Y2OLMS8dV827kkvnRsME/9fsb+GK9ZPsLTMsiknHmui+Nl74PwR9BmX4fqeXVOWbq1N5TQ7/qH67UP7enHtvq6hmtF5HX7i6Bt5u+778N9R8bSN31XLx1o3Q3XNxkQNONHFpHO/8EBVsab5qY5ymr7/eG4eV8bZSnzYK3lpqrhg99aZd4Jx119/YfqdDNq8x4fXZ8cGWzxGU6nkVfG9zeaKo6bmgseaYJh4f2SJK1jxSfcz8PVWh3vvifnl9SdvwQfhvZvOZJ/BTRUDm+bTivnKDa8vxveueTzekz3blFkjg7RPncd6gvhjqFvXysxU69XhH6mbDf/D9ScuNjVMk3P2Qvadmy//cn/wVS+0e7Zb1GxGWfH4e42rtFN2pMJmYVXjsPokf16h++o1Se7ztKEE/c3MvsH/waefFgQ+38f/5DO6zsa8K61I/tzjTdKdYy8Mf/k3XL+/gh49V+Hwrcu87pBj6//3rWX9XwYToJ1ReUNXuK/voOP14LtqMKfPr8EtVNfPvhr1BLm/PS78K7C/ts/fKN/ri/8NalrkFl3//BLJ73fsmM/DpT9I4uTXx/P6hhOTsFCjwa6bn+X/fBLyNWXdj8NyX2Ph5ztRf4a0rwfjU64WnAecAAAGu5BmyAvwFmfgQPC4a59e6a/DcV+uU/GkzZya+rWOM1T1Mq6pUnTTM5BQbl2Pgg5sW5t8l+cS9g3z1htPS/r2Cfi98zWFfrh+HLvr6vOn8Mbbutc4uUsx//XDL+XpBfhf6NvNJ+bcAD/kZCW6j4eLmwrcnam71r4ak69InW+CvqOSKkmvkxZCXfgg4fqup/+Wiu8gX/4LOapjjXV37xZf/cGHdc/dzUotP/DcL4hm77BHBOv2bcMbu/h/mzWMsqV4vlCp3mGafwxJlfPsXBO+mnz/4Yx7Boeq4t5/KWG2sd+4X7mo+Eo1YL4Yp0s2eJ78vr+GM981M/UNr3uhief/iycV0rg1L/9AgK1qS7Vxkn/GbsLWooZZz/y//QeqtOHw499z65SXoEfR4dRfF4g/4YlGyVmSy5owz+H8eHKcv1XhXkaGd0b5c0nydyJWzIvhXLduGaA53Zmleabfbuqtm/43G91aMk6ouTcoXdN2ZMXl99cbhe0F/Lkj73U85A4nnSGtcXm35f18Z3DvtkFvpPNn4fpvkxNpRvvwfDC0eQJfG9VfVRn0vpk3FdYTbK8zTxn4L9zTxtIrhZUchgk9lR6q/+H58+Iadzttf+GZbdMlJe+Hc+TebLvn5sX1KUcFm7L+vhTxqpN3bjtO6okbyy/f0H/DL0Xmwnsq/gxEQBiTD3/8Et56Z35m3vh3bufC5fpGdU4kUdTQ3t+pVstoMr/Pw9gm3QPSsvWcmg9+4X2PuHsHcqZRVyNxP42+mrsLu2nXW/z4S+X2l7cZrl99tIbjeXd4418KvTubeZhXFwwiNMR3Ljk3l/UGfhzFZfweO3Pr1Bbetw3lG4nT2/fZ/w/klj+XJTgyt29Ti1MqnLw7acv61h0juF/oz1/aryHzhtyKb+CsqyzhK66hBkwm2mfgwrknqPeYtlmcdffy/v42S/zsp9STyb18mjJKIe5f1VwX1rW+D7xIyU8f4el3PKftfPimQkpLL/jbtqqyZSX731NEo+z0C/4cq5uzuBou2i+VJ9+SCCOLOlBM3+t7Q7mbxHYH5cNPGulmJ2xDo/Zff8O5kIfTu6pb7i+/US+Wvgw5OiJE57XzGkWXfggkD3Szfmz2tyhmZ8I5/w/WkMTlliBz4epGJK7s0N2/bIDQwlYaVfhch8lpVEuL/5pGn8aUuEwZp+H3s16yuNaK2Sf/G+MsJZRtSLV92hk7x9+64FvE+/jYlloimudeVa32UyoPgJKa/0qKqan8GnhqcUHFzlrK6VcP/h6r090TQ9Vrk2fOXyCXsuv/u3vL714L4TokCvWMdU+dotrRCH32ZfSX8v7G7kQyF7XkeW5PsSYXDSQ9xlqaeH9EEmrfPivX4czCeHyo15XcCfhnUakj78OJfnYLlX+H93qV81wv7xWZHBl7/43PetLL72qrAgb+jzg4hw7v4IJcVq16bpK9faOPGVBD7tdeuGLn0VznUpqW3pnPMj/+Oy9L8N571f4drfyVTKUoOtvks7jVO5gz/l/7w/jfqm7yeEX2GObAy5pp46/L/9hepGnOto78WNfhjfmTd2+X+2lBBke7d02y9ev+8aSUS++PbGys/h2td96COd/dskP104tSnt5/ryf4VuH3vuuK5SNCd//Dufbsz+XF/sMM97L7/QezdvkvD+Um0RR8vhmp/nCfxuXFaui3Vq/Vi2Rtu4rzjOc+DTw5m5zq3VfyRjI+/gg7nxqoWKpmIhakksfuQ5Q/hRH1L7rqFarWoV6fOlWZhty35f38FW8rRdW7CWsW34L/d+fY4ITeeXYN+kDk/Dcm6xSjrBw67wz+X37wQZktysDm99NJwYJjfT/8F8+vWGusWYPkjOqh65Jyy1//BPN1NzDXC2pz8tfYfkXv9Zlc+zxXw1N77iJB74IJd5mpux+82Nfj0Sd0y/f4KuklWuXHzmX/1Cla27xy5/PtvwRTZ45o40ZkXwxP9X1Xwwl1Ml71xs+KPbZF25qbJMfJeeqmW4nrs0yS+Frd8/Xw/KX0LVK/hvKgq33bJP+C+X94fop6nBXeY7lqSnxvUdpnqRvxqR23UzFe+Zkf/DXPXlS5e6x35Ub2vvjiDBn5JkKere/oK9e6e90cvVYhvNVU6wFyyfwQVy4uTSyX5O6Kh1jt4bNV8+Mnfw3yzvXHqIiRf69sPbGVhPQfvdU4q3B4MPm5A0OlX8bebAtXs9dAe7aZuWzgh6g67L/GETjval7n17++CeTb1XcfBXubeMIVpapqHbjZfh2pWzSpX7Rk6+KMyn050cNd1/D2OUshGpq7u/NGu//w7lXvmbIdLf0MIv///hXD9B60slLaTlNCPG5bluTh4uX14J5e2smpG28vxeEPo/Nn4vPpot0iecv/0Nrn5QcM0J9W9LiLA28GM9e/D1uPXdjdu12jyt+GaC8V401GM2f/G0+1Mu8MU374efSN687r99Njfw7NWrX4K/luQeppXlF+HdS7K6R89gb8s/Bp4J/Hscv9l9e3G+EbKxqh/iHru+cF8kE2j0Mvh8nf8bl87/F8+rfLVvVFhYgsgfH8Zys2hjXX2FOfNW7hZk91WsvpfQKI5T5dw12Oy/r4IJd9Xl3nHZBrq1uQd/L6/h+tbmXMbaeW6XC9reWLy/V+HpdL+cP7rSJSD6bJ/8FO2jdjznerEFrL8EG0XTPHZIg07pVZJWppaGF2GYeDQVOQucVvrBRRv88mHwzTaJ4m+wINu4sPfC/DdRN6WczWpJypT0/WkpHahyZBVp3+DC+zfDqiQxsk3ld/L+/ggqEVpX5480ILWScYSAmHudAj+1L93Uge92/SfU77u5I1V+oZRZBWBX43n3k5Zau86RWWBsRLnV/atkC8v/2Hr73e21JiuSRZE7w/EmfD2jz4/piOMiXOfGlXHZwi7OUdX5fXrGyfy9pZu/5vOfc6UJd6uw+rOQ9P2+Nqnu5u23ffGT34hlkRb4NPBFzLnzG/Bhh/7yEXuF9NJ6/8b3M4MZPPKm5e2rxoaWxaPsijMEb46e/G4VFRBx9znFwgdONy/r+SBL7WdKnPXv4dXQ3v1t63wtvNpvPGfvQLdvh8MT6X43/fK35ljHlL1+FpsjJfwg8mMERFuWP9b42L0o0rNvSvnav1sa6YZlcv+C/TmRXWvGXPl/1wT+qd7wZf/Ub3aLv21Iedy2fJtqDm4RfqVKWTN+G73eb+yDqxv43w37WLu3boJMvJ8UIXP9nPku+2uyNXinxvcxXTTYvDvk9QvbrolntsN37t3+H5bhvtE3VVmKRNmp8MKTJfB1RBH5rl/fw7qXPWZnPr7P5vkRfDHNgQJ5S7y/zzBOfHjfL/dONmwj4b5PGF8uc0XzANQ1rcrTMDXPPrCXxtU+6Px80szpNu4pB1njX974LeEFr1P9j8E1aWf5ha6wtw9Q1ghv4Qg7a+NuveOwZr7C+tupuHz5ZEcPbXDcSdaOS/ek5+chjJew/ukcTRXoJv3G+Xnv/JHD/+zsN0yZEZkyDtMKn+Err8Ec2wg5x6/vw7y3Sx5TGOP+b/Ja/DvdAjSYTeT69ktHerTRhH+FvPHn/NCbRX7x1Qx1+0X/DEapPcrL7gNYV2q+ss2YI9DkunL/3Q3ls9bk3Zd7tkl7G9o/Lovl9/wx5okOGx/Znj5LyE/h7lOlgXN+VZmRPrODS1vdDewr/h+T/ybO/g/8a//G9pd3rC1l4Qe8QkxUVYvqCa4UbhX/jc2Sbwo5O+WUU3w2Rfa5E7k3nTKGw/ig0XXMv/WH+TqRJPLJkoz0a9+v5on/8LztrargyCkc2U6mnGcH/xsaXBS63trKcy/zRmdBIv7mN0Pm7w3VMjcHt+ob8/Lrl6+l/4MKqWc98r5EOX27jxN9jY0s5u7s9zc0pcyeOT6LphWp3tlra3vjeWao2R9z3S9bC93KOaIaC01SayBs3w/5/8+DjPfwZ+F5d7YEX5Xc7BvFqv4ek/oV9cv/uHup7d7KymlPL4f0HU3v+Ny4GzpetK9aXl5f32jPapa3H/71w/2j1dhs/Jr9TL1M6iS4n/Dm5e+S/BF+I/31h2pfqPZB2PTX3M8D6wuRME7X4Qd3P/BX8IlYH/F1Ls4fgvwo1d3TDflz2EDtt/4YpJd1uU1ufqGcD6w/L9/ggn7Zb3V8LbhU0cjBgkcywe5/jY9K9G3F32ql+5G4zqpEmz/wS33b1Tm/G+G8kfpOXu6eoW4y19faZ4Cf9VXeekyExyQt8P8zSJq/P33ojH+O7CTlXjZLUzDjn+Cuq+eDk3b5/wvW984qYd/w8RZV9WHrpFlUmj1Bub9VLmEn+YHf+Gqpa+N9QsEj6vJW6jefrh3LOL5+sty0lYZ6h2qtNa/PvxuS/uG3jS/q0VXnOBylR2aqxkqfh+78hQv9p9x/aWefz+RDV7a/8Gi9wQVdT4TX470bnXmYwg9aa20UPtkl+r8Ob2oOeitszw5Zm4Xl/9wpLzs2pPmS99vlsL+YS/3428e9KWJfbvGf7pbknOpDvZRf8PSsp5kd4SPaRNyVL4vDPF9fQ3mxN74twROkqnRFHh+slDL1vYfxfXLpyLtOXGqlAj/K29PhyVmxP/DVaWXw63X/4exnl7d99JRnCDihY012NxvfL7/h2SPLtXuask5oy4c6IOcYgtp1VhJyje8Ny/+4Vhmm9l1m15oIT6a/SS6bpNfBfn2txxtqhdQtk5iXkcJQkltn8O43wLbR+tWb5v8ED/2YL/8GGrdZdIR7nRhml5QoUPLC5+NsqZ83Kwnxw7FyZwQ+bDDXcxdurr/+Hu7idEHvarmMNqJ7Jw/fcVCtr+FfG173Xwk43x//hyiV/cIuMKxJvS9+X/3G5l9bn2ZmRxsnVr3/97M3+C7jNXVJY5+exwh8KvwZ+KMO0rvHcS3L5NeHTqpMieM8tTn5P1yVLLFVpfhrC9euCXwetGod7//GklE/RUluaMkbvg5EZe9BWZSUK/wucnqKn7hl72kU9HX/xuVxCP1d0ekiDDiMXnC6KcdoTKN2n+NqEXlldmGI+TOce+4dpGVAuP//xs+V6wks7fUUVfluYHGfl+HaKchL4X8Z2XHPv7hjeJzq3fy/94ek27Ss3Vsv9WiIQ/whnS/ONDffDdIf7V3Wnw7FK//CnLsemuzbGYw/+OuB/1+C+pf3kWUJcfHjn/L/9hjLl+HB5WHcOObUgfa74em8pDftVr8lmz4Qsv8v/2HJsqbBY4/6ZliJXU+CCpg7fhv0rDtYghghdweMD7/+H+2eRspZFQX92pRgdvmDx1YJ/8NXm3F/w7DZ2kfrr8F+Qi7czMJxcy5l/r5AtGErVoPk+Dx+5kfeDQvr6gvIf1NrIVk25odsSaI/4bvmnnl2bX4f6T3cuRj3xf5tN/4LdKN0mHa5xfjfgbT7Uc6z1q5TvM3nVcIs3BQl4JP8CZu71f9eHePMry87jPn5RlTDb7/4drGbPC5qPzDUE+2KS0wRe2P4QeLb7bkEl//G7D+S0p6N5tdJo/NSfa5tq6UOw6ZCOEcXw9UN1LGrF/n3hl7//BZSPj735MVn43XrOuJsUs+eVN5o/8E8eXnZLm/BFq8vmy/9YL6ur1vl+4ScjRj/Pw9dvXJt9VUJnSzo2G02za9QpdL7rPRZ8dzkfJnE1q4y+5ef+X6lxuy+u+Gru7WGYdPQg+b18v9UmCCntpyZPm66pnf2xKEeHSJOpYi5f/oNYz768Tp+DTw5Nw9iAEj1x7XXEwUgi8sz/hmWTspOPlEsJOcbGX3V8bauL5tG643yeyXufD91GwPfh7jPX3XTqRyMpcLBPuSQn0+UWEfDVR7SzTNwn4yH/8v/2NySsKQhfDmfcup3flTuKJy399YU3eWKyYHvfydyDD4Wtd2yfX2VZnG/4ewyOl11JmsXzqRDRMZrf2q0sPVy5Wtw8FSMtiY1CX/GwjaC2jhr/he+8PR9dYeH/+X71xs+Ok57eXUly/PzetPwiiU4Sbj0iGxmChS/LXgp5/Xe62ovrdyDdSx3mklE8c7d7cVjh6rdShRqD42Gs56dRtcP5JkiS8yjE83SKDHCn6y8O/Llatak8M/UYKH6hSkj+025MvV5WQX4XtVUmcfy8CCfGcPGbyf8Fs31TtVjlcZ+F5+rJZ/qfISd+L/X2Gy5/X8IWlsGa6wRE83zFfgq3vjyzpv9XjbS2yLssvN+VlWftRjOn9P6D12z6X6bZIWkdvQ9G5Ph+L1ND/l/9QQbkNytjZ4j1mRuzJpk9z/euCnd6LCV3binzr8E5Zf0o3TN+DCndj7nI11m4cvj8N95+G7ak7rLzoEWCcg/L/1jfDcoamwX5PpW4UtPf4+Ezn1GwI/G7lx3P+leZMW8UNyqsTnWPP/W+iF2X/3BRyXef6y/r4d8mLnn+Dh22n/w75Pu+ffpP5zv/hukSX4jQmW0zadaPUwa9Bo0ZW3nFiGH8v3clDRPCRaRPqTaj25zn2L7R5EGyuOIy4LFEg6l+Q3R905f6twQW835G0r5Qw53JDLtNr+cQhm4fxsN9K0/VhOPKVslunXfKGZb7k8/3vgg2yknWoNukzZbhs96txP7+lMb8SSDt/9UO/4IJTmNSTbJBK82sSlmWou2RR49ppdtqcv/2NmxzuRvecw+GzpH/OLRH7GypdOXWx5fgwqtKXPXHcf63w9TeXKxmw1kwmFp0dnSMqdf/D9kV1vc+rzp3GiXtH/8dN+dtq8+fwtz6WxfIRLArpT+Cj2H+X/1D9O9LXUmlSwPsTITXAwkHitZudL+r4eklbJIbkmVutzDMydUS/u19hw44S/64IM8aRaKC9LG5HzK3Urt63kHpUZn31NP8bvOgLler9R1vZ3k6oxXse88/8bPp2qvcm2qCGJpbpO/LJBUEnwu/rfBBUPyKmaVisjHHDHEbXyYYEX5vhP41R4xRX0sd8bpEjufOs8i5zzVzSrVP2nS1DPFnGGZU3z+H5cOy01cZG5i6vuoZkiN331rLvOLysfGyzrjF/hqRSGp26r8XuomitAt7TDdwNLm7u/9Ou85cobdRrNfwZrlwuSO04bk7+vwyobrfG5sz7bDFThfz5pq1a6HDJh1NfWMzn+Efh+OW/43tOXDZncuvVj7dLmPBKXsw96CqgMphf+ev8o0X/w7tJtcTR9wzQ+vyHM5//DUT6yQacWNnXVQthl8kUQaZKIvS1nxu9yYu5n1I66TuZg0zDv6vN/h+M0eyie1NZfzm5JYL1ihllGpQ97/wx4ZetW24+UNBylv1vh7Phtrurhr6rVnjJNehIDYuW8fy/r2HsuYVr3Sc/WU6/DS13/Ct0fh+ns77c72SzjR0UhOX/vBZSj5Zq3q2wOcb8Ow+pmT6merxbcp9p0fS/zzDMhYaXPpcmtaJD/gwqF+tOodSiP/9eN3C9XkXa+W88n1R7n1hlJ9/wV5iXptTL/fh+58COjX8vqmFOUaqe6JrkI5P/DtZVea3j9HF8mHJ9v/hXPsNmlxmtfvjmQ/nKvwxLI+DNfYaJG8pI2AF7eVR/wtx9bnu1ZlxfhBpvWRYJIFmS/7qH61E8DoRzwS6o/G+8ZaTxF0L4LKulba5/xn56rbHZhQg/O/8MdSvn76th5Z20ee/y/94L58R6Bqmr3c3qd+cKIosocSf+F9S5Cnif6jJUpc2fWHIpi9XxtFmzPNeKGHEwOZPzF055/y/943pOf9hCpQurfVHgA/T0ysz2FX8w2YydV11jZeNr9u8bvs0t9v5XTUpbRR8/+CvD7yFvvxlXZff8LR1ePt2xPB2f5f/sbrtLzrJL6pBB0NL+/5NlPfBB1Np9HONLiz5h5hIIGxsYmjBU5Rkpl/08N9TMdHu0RbnHO0PdNM/HzlGlVyN8+nl8bkn93XuCX1ptb5jwhha/tL5f9cF+3PuHcs3n6RxX3BB9J8CL+vP6C6F8brJvP8jdqrfnigl8lmgvhdcdlaKNPJ6Uy5f6dQ1c8Pp2TBV5t1f/Qnn/EfBn0F8v5fNU4vwh8Bf4IMarLp3YR7DO8uZQVMqOWZXQaz6cG/Dt2XJl8a9ZQ+Y3R39k5X+6rL6/gv3untsfDv9i3r3D2WGHfeEnXxzQq2RYxp1f/G5UF3q2t4tY1n68TliqoiEMpStF8P6TjnU7tYkHlHpWYb/c8kfxlK/Ur2TphG/G97Tb8E9Mr1zw3y/BT1XNesZZwXfhjGa/nHptXHBZ2g6Ag96X+lxutbZJ6bx7oq+YPomoWDnw9TtDBZ7mRLH8mpKGoo/q/8PTZ9OQhCjpNR0Zl/Ca2coX/4d59t5p9Rn3b2b4bsrX2UWCfh3k/zY1V4VYKtNbmlU8LIVxUkXp0K/G8ka2kYs97u76pd8mPbTkP52nbPwhl+bTxWeM1y/7qH+7hOvqe7arML/ZF9buH8zcOe7b00vjgJX/9/tJq9aSXYSyK6hXu+42qtpVuP/X6K0Gfhc3L+ZgwvHLnDSWY+HL41XKUv44kmLriftEvh6nfkWM80+a73DUe0MOp9VinHs1sC+vBVu75tSlDbzMv/qCCkdx71U2+12ErScgfaKyF/h3GXOc+brBsaC2rgdsw93X8FU//zaMK5Fnw238/DpeE3W+9tty5OfmqXkTD8tQl/Cuo7ahI+W9entNiH/8EXP/j8PZ8P9+w3TGRnSdTWVi3RQ9JL8Py6qEVbfnhvzqzF4hddCG04StAX/4V7j1hk9oJia3g8P20w3+4eX/1G7ztmtPi7UNfskWjjnaJReqW63gSO4ry8v/eHaD1Ld230zePo+rSrlu9JbyqJvw7GsE3nwaUb15i2S3VLPR0bwgHhb0mzK/jar3/OGZG9o5LX0Y8mf8Pc/r0zzGMp05Q7Tb25YpYvUlhIrpfD1LckdVN+pU/9N3E05ff3Ea0s1INPJKhs7eX/ckKkd+gkKXzKEI9Mu6/+uywzRPHvQvZE378HwS+f8ehYn9w7kyJfH18+fQCuvW9bjvyhIgNJvX4eyn4z3DvlGvqHUSCZo8NatIzr/gwud3OXXVFSrZdBI+qBs4/hWEXS7H8L3ajm0+f8RHf4Vx6r47Tqbj6Jxy6pS/+I2QvjTLZmX09Tw7n933dvZGSexH/+CzN3w+98ZaL+X46h3u7z4Pr5f68NU6Y3Ixj4yb/4dnj4dxRl+Gnux0o3zlhhn5frJwrOWHd31Z3X/fm3FVf4ZxFpq4EP4c7fd2I/+SjXrry3val+n1JI//KUIXnPgPGAAABatQZtAL8B66jQ5jLKrPMCf6eef/frdogvnmEjTMBlQzs/hD8pn+119/hbnJHH3f32U406HqLglar/y+6+CDiPzT+0NoajE/wJt/3X/h7u+bJmJVkvZ5e84ocWM39kv/WGI34xmiLsj2m7YfMsaM7bqCfjeWnVZalMlnOYNf0Ci2M8NrZCo95xY3+Ev+tC79qsjfgg6rk7ru3CPxRog/W+TjmUa8F/hf2rsPw3t73Vrgh+b9l9VLcLefbvXCd+NRevXta43q+7avukGz0f3gRe6pu6XRL/3lw+yXSl/3wt21vHPoApHR6bcTw1YnhP4IS4JPvEOCDPxRDLrzcvr+CXtN40v5++fr8NYb91kcfP69w3eXPUM6mC//jbn/yL7rSe3CrrT/4a5unBH6Mf//DOr2E8xmaaOJJWbiv+Fc+6zy/iUT/L/eock7y9Trw5fT/l+voP2Mvn1+614c5YlK/+HqeWObIc4ebr81zry/+oRu/mxom7PfwYT3VSN9+4a3a9L+X/3DmfNvqHNysRfBfHl++q/zBZZXhG9rNUw9bdV/79obd9I/oPessZ+Lvil/UmQl/qCrvce7Y6+m2X/XBbpXlw/218pyqAnf/3X/8GfhfybBNtIvtfhl6vxe+H5Ivh3LMa3XwiZ7lRmmaje3skZvr+HY5VH3PuXvCqNjiXFi97tMfhDyZfxsmJu93beHjIz4S/Y4FFy5hJQ+Xv+/UaZtl5fvuZEMJPxLhrd+gS1f5sBS9NlBlD6ff4eK0/N659qwfVk2hEO4JcLtC71pfWlcO2whpnd/d8viHnNbtsnTDVy2o/4JtTtyxqsH4IZfssvw9jHzrx6n2J32GZA1ZURBeYM/D/I/4fykkqq/IKDbTF/DEubtGjkb+Z0Oc34fjTd8uR6pauj0iY8Ain1uAQvyjLUmj5nx+4fggmzz+xm8N3kbNd6q//wvd7I127qGe5afrffy+teCCTy52ldyhny+ORLGwadDy5f7TxsZmqvzcF1/cXHrj2mFrLZAuTqdtWl/7oMEd98OVn3D7ajXvuPrWw8Vt26QY8fNVqWw0uZ2nhwTZC9092+y//YX3LkTUXmGPNEJOzf+GaPjJvSzTihB75U9RbOUhzaW78EZcIHNeUGfhohA51IL9Mudv43d91vZyeZYzfP+BG39S6f429Ob9N9pubKu0GO8N6KQl4qCVcP/h7Eojt01Kzt1hx62i2KmvLhJ73T6L8v++CCXHc9H7ILPv7bU21BVf/NAEnp4+CmSO3e7ydBMXfjc0fl64RXuzszTijApO0vl9d8bufahuntO/lMpayDg7hPhBSIT74GorLpfBXdvDWT4+v2HwzUneErbKPvX5f68NXqTfH8b4ahb+CDW9I8nFn3UkWkdg6wfyL39jfd+KJcN9TJ6qV0PpI9UX1RXPP+F9yhw2Ns19fH6WYJQ1mB8K3b1NT3+h75//DaVPWg9fGxpW7jjX5dtlC/mtNPS9yVk4ut+yw4v3l+SvD01FvjlSefL19geWJ3/CtvvVvDagTIL+sLRaJf/BPkl00rCX6/DuXvWy7uTufeDTYZ55mF+vUEHm4bPahlat94OOYIetVRWdUJqcv3+JOg0uOz+DPxQi9cvbr6FxHNvMxrw5XdSo7lyPGdaLz5KV/wRRXyirwQXt6mY3e8H/c0+X/rC255bO3ZdhFqeJUVmzHZF4a1dYMe44n/Xgivf34e3n0zmpJyZ3Wk1Uh15mzLfw8UP/Rtjj1I8sWl+P1IvlQpGGCBa91SJmX3XxuhyBLVG0eTO30vSn7UBGsmv3k9HdfD+H8su8fyMP98pRY4mPiyS7f/wtk2M6FZeXyxX5WSjbbAdX2NpoKaNss3YxKEUMq3tj/u3AXKeZB1gj/w4Sq++HrfsT/wSbu7QbeCHarF+F9y5ubKr+KHkn0v9+CfdrL0W29rD8kT+bBtVlX3LJdk22zBP0X+vGlXZ3M9+3RW22y6zWkD0guBNrqbbDuYSaGd+wpGsrpZLnzupbdHXxl/rsPyPD5ThusuHn+OLJtRwbw3agZSPD1xkv/eDAmWq1RcP4dvr9kzJ/BLrJhsIvP34Lym5M5RJvjlI+hzNfMDw/Jr8bzFlLdvdyLvfLDDORmNko5witJfXnJPw9uGqFOpZ+ZQTVvWcp5p3eETKJfX8bl5ZRuXnvuF4iLxk5OFMF1cetF3On4iC+cufggq4I3SrjezM9Xp9nUmbuDQ2LJ/OyCL66/qUT4LSGj2tzC/CpVNcu35jposR+WJ9919P5ff8bOgKTvZE+E+2SklurU9WutTo8ED6umWbhO8dHj3wtPo9o+7Zs/KRc48OQvEhaJ0QdD4+s3Rg0X0F8PY8OGSXIX13FTz8Evz/zaXxtVd9krEkSCy4WNzblC+5YoNIfhhUOR/xtXdsIKPp30i/yrvhHb6x10sw+cG620J/Ct3zKnJx2RayCJVSRFTkd8/vimdkvxvqSaVcdwaCJk1f5mlmULtSeO4Y2/4IyJv9XjfNIh+PxXvar/uMhaP4fKfXRhxUfOZMy0aVonmkkaqbEgY7S4Qdh89/h8mbvX23CzRdcnLOZ8l/okVljrwXZV9UlPnq8EEm/kxarXfg5L/Xh+91UYZebu3cqV4XMSajRsv5fL5fr8K+J/Jk6o8bGS4ZdvzjfwQy58vw/NnvetcI3E9/waeKy5e3N5f/sbWq7+arKwvtOM1HSVO5c/+F8j3rWuOWg2pXQDpfX0Nj1ZKqTan5Mn08uPcUP1jOWKKmx/ZHjvb+nL/dYKPLavOCvBPe1Sn/34Xkz1TSWPxbFf/BThzhuZpz75h8EO78vwWVV0quryRX5+FLnjbXTzRyfll/rxuf7/k/j6p376Tpkd/8aUeazhvw/r8c+LuLmx8hO5DelUtK0jvvdSj0wMJL42MPB70Ei9mit7EuXRqVpukg8R1wf3pcaF6G2bDHjPHPjZ/cpStIvacgVidOKZoZvRTbV0XlOKPfwQZ9Q3q3LgEvqSPHyW6LlwgxXD6eVKHboH0TvwXy5aV9rEfJN4uw65ff8Vvc+dQa+etYaRGP+GvC+qNstz/8F2SvNlYx9h7Nj866u+Ue7cG2y20lG5r43dbt24yvu7SpmiP9/l/6w/xxdkk3dnjK3b6SpZP/8KSxqTtc3u/N/vwU36pu+MUJe34brvEn465jMr+F5f6xyrFzKSZ/4J5/LrV1b8PatLk791YoeYz+X/fC17tqtSi+UbGSyMfgFL/vgs7m47h/xP8nlSvBbn5MZuf5fh3zutVva7TLz3/7gwn63WH4576kpG5r4K8mJ2X39J2/BB0y4b/FHlT9473wV8utP1nSivbKqDTz5bVcRW/4VtPxul2NNPkj8lDuyP+FvDxQ2fpL07ndeSwhfNrxpTfLWQNFVK/Vd1K+chXAj//0FTuJbL/hfWtOTwc5XbHxgnkD5A+UGo6c/G5sAJdX5ycaur3h8sTY8nSJ0O8gaFF0oARfzGv34dXF+Ns75y1+MHcvD3ulEumH8o7RO1Pskv/WHc+Bspkn2z9m4UWWSZXhxsrh9Jvv3jv3D9CkyXZ7gnVlElGVp48CpNdBOSo4h3/hUibjH71TUbaGR1X/l+/o0aWJqLvdRtyxq8npFy6he3b81vfwQbu5vik/scZr/+CXn96qyvNeVF+CSsmYvwS3z7qssv+uGLeXGsk6++2VdeFik8bQaLsaaRvsB/GxT8GZf68L8I8e24Rm+3fX5VMdk+N6mWjVpsYuMWtr2ZmZfUM9NwceebU69dQR8K6+FeSB4PfTXldBjYr/17jY7EeeeHZF27mvdn0PzhiqqQsdBO1VUtkYSL6UD0VW9GtmlTz+N2Ru9sTYOhc1QjZmGjaZZXKarL251GFF2EwJvevavb/torLUH/G8tSKXW3GSR+V3G/HWSNou1PNOvyx7Aliau911XaSsiSNzefG0ap3p0Y+1u+jBN+2QfrQ9jgiqxlc3fXb74I9dlhM+bmzWvT4e01chLe7G6uihK0/y162B6VR2uTzd+HbLnjqpRtTz3vaK1Vu3GkCshORG01wy62PfD3DOhNpB1azi7cie84w/KLmxgry/74ICZtbTPqbdWLxypqaX68EGtTaQ6sva9VXIj+X/6BdTfpL78FXl921rXEF4LIjkubd5rlRf18Fu773l7qRq8Nlximw8ET0VYnexlTwZ+HBG2XrDSdur7/w8dWluzkXHZLudsTQu0Tcq/8I6yWb92w60saSsuzWgPeHSObv77HZ//L9fh86D3YzY6k+EfPLXGVp1/d6FIh9xBRUHf42HslfwD7hIW91jSur34Cf12j//Ds9vavKtJj5xg37n9JruRxAsXl40eX+vG3Wy8mIKH0w5nxnfcu/+mz2df+NsQT4904yt2HaDvcQc/8b4P6Vm0fD3IC3unl3Uez//8LXsJabL0TvX0yih5Od8Mcz8PdL4UxuL/+CXN34ss8vwQZ6I1fLtG7PWpXX9ENPr4IL6rV4kusP6Ud/TIptUR/HXa3DMb6vX4MNnqN93V4W4bpRszjtzofha7hn9G7s95UpyJ88zi/4LIyv9J4b9nD8EElpu7balXPmx8hY/fr7D0/3eYsih06LMFoQIcbLZk8oTvkBp4cJLKJPFqfAlGlV/xvlzPVXti/JPltPtv/nxgHsNcTf/Dm1coueIh71/l/t8bN41GVVZS3ZhVtV8+OffmdhpRgg1SLa+TBZ3SVd3Dvt5MvhigzZ91dJw9cgXdEwmSXL9P43N8C7pDpaixlbasnzpcJc7k+vsEjHwzD3+/w7yqrz01uu2tmv92/GHSCL+b//D/N1cjfUcXz8sB9ItEMv1vha9ejKGqDPa//gw1keXubMovmeScyv4fxWWHa+dvscI1b/l9/cN3DcjB/uvHyhEl4asrqkGf4f6l/LS5c2fWhuWQ1I9P/+Ntq8Yp5c1SLKrxOPmmQRLHl/S1DVN1J/cJe5l30I95hV14IM8G+X+J99x91KO/C1C9KOhLX+0P2ythdp7/gpq13lRTbMw0GnhfJYS/Wex5sou/58t/G7nip4Pmjb+5uoSblUZioaiqvIP31h+2Dtpk6VwrlpfW3PNE5QJFpTqzZ5S7yNUW9X/JbaPbo/Bfqld/v+SdTi+CWSN0tWWvwvnaeMy/c/ILkErl9fwrvHFVuy6uEXhb/+FO7mH+Srn2uSPx+CDZ9N0Tc8zZtOKNmrD+slwSZYTchfgp5+5oF7qR1doqvwQ3Wl34IMN5V0subUe5jh+kFQG25M0hu/h3OLC9MPFaVKzNabI7Lhr+Vt/D/dFppG5W4/rtmv4ZdheSJff6BBl3eXbhvh3/2ePwYclb6XWZMZsq5yrrY2u8PVl71j1Fcieym/mgzezL99Ydm23nrdcuUffDVnorQvhbLyxqmbtIWmPnW8Gnm1N+X+7oFOXL3u079x8GG6vnx1swnNn5f18bk1bl7euXjS/ILD3c//lnzX4MMzc0K++CDx3vNiHf2H+fvNu65i+qKMnPwVy8typYYyK7G/eD8PU3vmdNjzLfhGJ3No9XD3w1JLs4fbptOnCJw+1TPwiV9pOaQ333e98P7mzBep0yLqY+sLHuFKxj8qcP9n/D29rRqFYnGQniw1fKj4akG38Kx9k/cuk/PMVFvbxyf1vjdw8tG42oVan7enrXUY8pCdTpAi0FOyOvcMEb1xPDbF8lh/8F/mzd80yMwTLXnEWrH16X4byeq0PDG98ejRI+X67TGyyaGa2Ze0pseHtBPfOKZRMpIHivpHCl+wVcIn1Nn0xXaLcnF+GK3HVfrhR58GtTLHD5Sya5fsEJQQvpL4paDQv9eHu2JsYcbF2/lHO3rkSmWmBg+HeX/3Gzepk5s3s6q3pn6u6WNTYZX3oJcv8v/WHbelcg7NC7m/fm2LI3iv42LrKQZnM30Ib9XLuRWVV+NIE4ayv/jb70Th3xvl1Ib015o9s/KoBttbB9zXgw04ah7jIy/deGSQguMjuUIX+fp/l/Xw6XLsc6/h7kr9IsELlVGK9AkccPBYvggzXdynJOt8cWzBfKXUwawLsI2uG34d2g75mBHufu3xXxSYZ/Hm3ey6hlDF1JpfTUI/xvGMGVMIyaSbpdytnbL+CrwtsehWqnJbVYFj/xuK0aJc1/as5fdjKvblU7p86Rvth+E19U9t/X3TQR+HSJPqlftD3K9Nqf/FW9K5ZfwQ8YX7L69Ybk/i+5QtKS+EpuuumvBR3P1XUwvwlJ/vf4V7rx/C2DJ//+yk/gz8Vx2jcb07xTzN+Nvt1U3kn+Yy7se3d8XKFKH8AYtd5nXUixD/ZNH+bS/f4KSW+c7Mmm3yCvwVYdHD878T4rUfkm5M5f7fG1K3bSVponXdULOz8hguOmdMfP9bP/hUty/yYvNOF3rNCqZfguBg4USoqvjeWnLeHfDllysmZynV3IbYWVh+zJXpGp/G2W+bj0uaSV6LrHcoizrmPhlyYPA9RS07qaV9buX6/DpJMu2f+6dZUlt//4L7v7TuNYbwD/huk/ikrM3JH/wS1e7t9Zf/UVd3nz/P19hQ1nevGzbrm+TCzt6uVPjZWbFQ2VUv7+C3WpJarfl1eDbwX3fq84qcfZ//DfVWBj7p/XjKV8me05N/5Izv1+NKaCrXupPNjt3l43v/bLpAo4ZSrof5fv8bItVS/K22VljCbaOlclH42uIJUojFAVoaFLN+iSc+SoYXhKX9fD11F2uq/ZI4PdTZKzLZhNagUx7Cok/Wx714PqLT/G+zn6rDQ6TGzudFHdOQbcffpf/h/HkZ9tc1u7TrDLMIxbYTMpdCyvh4i5N5e/b3bzlSODhDSf14K+58DtITHvvUosvv+CGE0jn9V4em5GTx3vajlWLyjePf/gqy/f9qTAtq234em45I/q84+fa9LHX/hPl71qDXwja1RWyY2n5f37BHy5gy+v4Kpee/Ge/j3uKvC+dtY9erYqthNl/y/94b8t5y85hztTjtW/gv1NTvacaNxv5f78Pc0iZbH5/3GnH3dNnmz4JNX6/F+frdl+HM3Vni/ahH/nwW+fDV3l+C/WuZj3Ge/+KrrjNVfwRd5cavBVvPhd/DfiFm6340sZZo6uaM3yubrlq9r13eOFGQfgyilmt6uqaAgeyewCJq9/OBkuDRfQJyT3h2mM/7fWN3L7VbfubrMN83ps5f68GF+hb3miluhjUni2n9d4WrT3aHqjuI/RBeFhnHkh69/w9k33Vtdepa/L6/jd4aebJa9ebIeZfIyKNcGJn0k08q0v2quFepeWOleX8uuCbRn+N1eNXJ7n/deWT8o9yc6d/DBeb4uMsm0CNRjv+Grn5sXaa+UsUeOKMRy+u9h/ypCWPKtp4bqYU5BpVNnv6C8fyve6yqwx2tb3/D0O85PsL1mN1DzQQ/rMbjydqUQP9pHnHJf/cP716gI9fDl5tt6HnUv//w/PmUGu7yEQxQuy3rpfnz/4LLCueGpPppClvwpUenLlra47SajPVrU4T8L7vG6fUJuX9qiXsC//DF0uT8Xw+uBZSp5fG3lYbubeqicmBj3zfmWL/8Pd65Pu9s9h9DwLsycG3D/iYfwx9awaeCUjb+zy9q8K80jby5l8e3X/ghncaXcLyTU8v3XrnfhWf16rV8EjmmN/Xhq86qEuPhI8fy/Ta5N1/Pb9EsEc41/DPsRzdQX69RTt2Ne14J8ZtpT1+eWX09XDOapq8YrxifvEsv1u4dpF75o7xlo6mo+X/3zU/BDcv2K8EJQ5w/lAeMAAAdLEGbYC/Aefig1mMknZEfy+arbh4mbOal7n3N/j2vz8s2yD/yeCi75MlDOX6y37gg6tHbNLEDjvzIu/w243w+XPYfvMr3yuVnUg0yD1qGMPRXPmX/rBB2g/Riei3SxSszaybFmeYxcT26+HvjPaXNFCinxyljPMN6ah2HKrUlp8MR7pzQCHmfl2D1DHa05AfPMqXwQc86zTc3DLR2/wyvClv+/D/D2jvhik4zzvnzanPxo//8FFSfTTX5l8MSZNFp23/LDw5n5S2Ml7WuCfphlluSVt7uF+kp/h+NYphMpVpIlqzNV498GHC/2rN+VOhvVK4khdmtgk0ur6JhBqX/rDpRli2EfnjqqjnCl2HYb+QL8x4wg/F3P+HaQJfV0/8pcsWZq6pUpti2pu+X8w9L/XjebHhbU7+rljU7/r86U1P4ML5ZF7Q3jXxttRpebdR30/G9ys1D2k3B1XyaStlb3zk8w+Zv6WJbMHt977l+3rGx77X3aCkX3htHy0dXUZrlgqkgOuX+HklYZvw6Sl9pVcb4dDJUkrj/uJH6rdVOkYpEyYi4nVa8brnFwHFL9K+N6RfeShqN29/LYBJIdS50lDcXeCX1lalfGyafovrl0yEhsu2SLaaO/Yzhe6KSJd87HxueikkAkmfPV5O6Jy95MfU2vD1C1oz2MBSxFL/3h+/UcVr2ZmYLc4n12vgM8J/4vvuESpvD/wxd5y4u7+GR+ejLbz8v3+NskN7dbnmjCITeOzYlzqzMeeTgaK7UlSC/M07seoV/8be+zfNTBVwj5Jf3KXNOHukZuFF/xt7zuZKuob87kX45Hv4ZuFsHiPl/9xuN3xP1Ce7K8uKhq1y61Kc4dRJ23gls68kbly6F7XrIeJmnvk3LissPXGFxsrD89xo7/Du627v01DfKKFYLPMoXPpF+rvL/VWCCJ8E9cB/rJal5WzE5nugdee1Xf/G97UYoPZdRDny+y+x2w7o3Nhi/qNzfg1L6//gu5PS1w16lvNj/GzlxvYX3I1+aLK4kEqh7Gfrxw7F7iM8guIMHjpcWgM6vcZN3/7C1/Z5f+8I2jptc0sv3mZ+DDO+VoZM6+Pq3adv4Wu/5vsPZD+AI1yKw0/niMET427esa1kzivBes/mEq//hK59edpr42Nf+PM+VePs+6ZyMLTaH8vXhzH2RuTe98a1yPDro+GqOpIhxfyIjiu/wxh33ULdTWv4dvSOWTr7pffrBXxhedgND39TRw/D9b8V9VMOTVkRf+NJSvn3z1K9fN+TmTWLL/6grLl+5+WzD07vwQdkP8bX9jSYpxx+QcTQrf/GzyVU4ImPwtGGXSLP8ZXKMb9vLVPyv4NF1heZ/mRXWPE+4O/L/tY2EP0bKn7QzzoOyveZEuwfyQVh1PD7ZfRf3UsOxho6ongT5ROXrX7CTzJvksTFyPRTr/hfiefR5kF+JMMN0UwkrN//l/+g5lbBRVxG7dHOObkBz/D0P0NdRss3LGTvldeMslVI0WDQQuncK/H4ozEbly8eV3S+CDakwjtZynqHXvWsGH+oDbmcdtgw5jPjaWPh/Al+pmls0zapa1YLta/+FMrjPF/uyv40zE+un4Zf68Ftukqv+mkx5fgpmbza7JPbfNCEa7w9e1N1BJ39aVdzvvCWaKMpMh0o213wWVyIEU/TvdvxuRA9sz+freXYOzCfWc7issNuy/X46PVe633X8LS9/afqx9QayTf/L/9hOfWukcXH/gi8blm+Uzvwt7cP5TPjClFkHBnNgd8GnhzNyrOaz8oRh+TZL/9B2U80kiuM9x48X5nk5j4Tf8O3LsNmkTO66dhEvwLfi5t4XfH/jb5UuHye4zl2aOeRpQv8RUahFXo58v/eCXu+M+NfWX17sbjd2i0it1kalpBFjhU2dvH/I1+1NIT/gg8NDzXDZJhXkZyt/tuE/GF/Gy4WC/81OirIuzlPy7laU2Z5hNwbLyg4ok53wQcN2YzK3woqPc7e6hxx7cjRzh7Q/8MbfO+o3TXNUPffl/7xugzSbieRj3Tl7T3y+35dOJr/D2ac/t8tHcVnqHrHaD4uX99Rsi0czKl7h9G0GyP+psK4OWZH+tONEQHkHK6/G4hzG6h9nHSrMk7li+mKShD/mYoepVdAR/d31/tDfTJ4KNXruw+CyaL+b3Xi+g9ZF6eDzo/MqL8ryZyj3z+lGXMmjlJ8LQm9Nv1i6i5BeEPhJjjVtLYUBp56/S56/wTQ09/d6/G8ex3SfoR4G7WqlRllYpQqMvkdRCLoIORW/CCJ3y+H83uyVinaqx43ZyrB/0zfyDcnony+b0tN9SBok01KKCjMsmNao0RT42GGOMweqxrLtqavQe3lcG7r7HEn65ttCKRT3lVhXrXG91Lgxk/Hye0krJeIl7Wf6CgcSvT0vL/3hzqn3/hm2F4Ibc1Pfh62Od97mzqoIXsbxoqCdq/xsbqR+NOvvL2OVdnY7d3M9Akel5V3iOs044aqyYrei+bNhci+KvWuePxdd8eq/gn59qRpI7n4XyOWMmb/Yyt9/L/9B7a93O1dVd+EmvON1r8pf/cFXSfu5+7v6/BRamlu/X4W1G16jT1DcqhwS/g08NZ9qwhLX2//C3pvWdlePkVFFsP/EZfv+1ZfsR8bKuSjc2hj5ci7WCBt9v10s2r2/Xho7d8aovH/4b3C7la+oG/VAtcv9tKC/EDA18MYgvLGLkcYQLh0sPDe9wqeqnJ/HT/yVjlLVZfbupBt34VavSSLJ8EI325NMa2mF57IqD0l7Z4+UUv/2CCWk231D3ueGHL5U0Tsf/BfWkEH1Cblzy9osM9NcfiW58PfJh88JaInSdYaO5yaLX5f/obKw35V9MuH/l5cyizLTJPuhyfgI/qCylQGWZcv++N1fufH4eRbJs5jhwY6Qro7v2lUCP+h/Smaa98sUS/9Y2WBUFz5fY7bz4ZUzd+3gW/ZS+/4f6tW4xviewhDDCnU23H8fL/XjaQZmpmK1Uhfe711Orv+X99MbNIkHbs0OUgyGx8FdniBo8J+HqFkvjb7rZJJK4Jv1g4vs12tGmWqV5ClBOCS2D5fevD2aNMr95mrxsiJhaoPYRRZSvwR8bQbwZ+GvHdExgj+d0V2kdSKBIb8O3rsmBBl/OaubGq4Taszp7bs0OIqcJHhx8PUtvkqdSOLGzGRMN9oKYk9JJ+y+NhrmmC1QEuS2rTmLsxe4dqadJDFaoEft/pU550Zo8dQQ/t9XX/eJy/fuCC2TnlFGLmbRCvq4sdnEg0sUTVZ39xu8d9c+z2W8s3xepLlpBuJIjM2IuPdVb9MbKpeTeny6bHbd+SRlVi9qBsXumQdRsCokN8XtO9fjd9wmqo4npnrjcr1mqnZWkqXE1WlS5fhWXWLcbgNTdiVixJdsCf3/WsT+vUbcsiCXf5JmPY828vm4QOth7aNAjl20+Ny4WPTI9LDb+Z6pVo9IkbF4kRYsFpdae5SZQ1KTS4SF0q3TfD1At7fVQx6ZnDKyo3f6pdg/CyE17ryH9unXbjbmk79tyC0HfJhYT2WA1keyaV7FaPsEd5V7OvSrfX8uTP4u59fUcX/H80a0l8j/gj5tP2/GzeSYxsPFSyU/e4UHl8y4MvZu08qL42fYinq7Vbeakmjq2G7KDmf/CZiUXC/wYTZf/w3MzvmTOKwi9W3P+X818N5OFXGdYiTMozjzdM7Bp4Xw7GVfjuA7TLhtPf+E+ClfG514fon3cncNjXvYcgvnHVF239vvwpvS3DL13Xj1ggNS/GG36jcYJDc3vajvGlSNHeVwQLXlSHfNIqZAq3Qy7nl98lRtskadImnoRXV5Q3TOyXFwaGEufwDFvhATf6W7o6siw/apeTk/vPr9b2qThv3quKJFImhWtPD1sR51LF55W1P85yyFOG+wFvktX5Ymsk0SfL9r42OacpvLjZM3d1aZap6lJZR3cL4bi7HcO7RPzL5lSz9cEa8UPEv708b3crX7vWI9sP41abchXQqy3h+FI4z19l4W+N7cxbprSDWvi7bHBxUPvXXCP3PtMeYHgOi+dC7L4UpvLzbVTaL+TZV2Evre43kfw49X1UQjj/EqNQfKzA0NyvPxJv03bjTSkr76SG2yD3rdKy/MvtQ3iHbmbNMkGmbM3KxpSuEZwZnKSM0WbmPh2tW1FHMRW6Jmxb7EPFOVpCvrXdYz1cKzmxjvcv29YdubmiZOgEj1Futa6yuNVOlL1x29NYRU0o3dfxs/32hR7VdpEWyE1adfTRaIgvpYiwpa7fwvJjU3Z6lLmFWQoZT/L6342PM+4zGW9rW23zac3Wpb2htyEmv8cPvLy/942+oP8F96OsbY2M+M9XpPsc7Vg9NbYcv/WN7vd5tsXaXJWUTCmNhmAT601w8p4CD3rWpv0FofVv7cJ21Ljfs4l3fzPBn4XyouBLtb3HEOsZ9YitzFpd/L/7jcr9pOVkksb91xRcEfpljOE8OzJdhC695/+NugQ2zwfLIbY4NxN737dzrIS9e+oq1xXYug4v42/L1s+c2JMw0MuVwDkmOT9mua1wU14UpZftk2Xrvj/fgk1ccqxV4e4us34cePK+qK5/y/f4X0LVX+by8c5jq4YzL8bN8vd3lmN7eaG1j9LldR4qVLUhuvzXp7o+X+7oP9SmL55ZPXtAUbtnDcBO9y9t8b3NzRcitUunSMmoNXr5e6kb07TD3Ju/Yx0xOqegmoLeX76w7PlwlL3xx6NUrcov6bfv/8bD8ab1qbvO9nq+HnT6sOrp1t9TNbJU01UXUbbuo/03V9HMJp3Y7q6uD4TV5NE/BI1O5+N0jfZ96y/dS/MA/SE62mgqkUSRbi3OVfceln4/hSQV3Sz6O4kgf7mPZ+GOXJMJ86j+azy/h6aJbXw498I1NLI1Mw7BNXFnh172NpVL7bgn3nEl7+VdDd2R+4ySn+DXxvKJLsZ8kz7iX5pQq/IZbT/wSdN+/N3WX+/G7r3NKqZ/dM/ZNsqrka/w9Xkx9h+o7M1pw5Oo/4UvTe33xX1N5w/BXeGntrcSJ0Nor8q8EV2Z5sv6q43g/rcW+JfrF4wyZ8R+VuWQdZ9IP5Fh1LisL+H5PTLp88IFnRsXw7kwnm1vX/9dYIM7TeYz6mqzbptvDVvAJeMO4E1Or4oJVTN/ggm9jDZaETg/xV7mKcuF4nKZaf8v36jYh/S5tc+I8426a3K9dkWHm1DKTZ47iX2lpsbtSZOMtdXF2yWY5It5C30pKRv1p5ah4jX0Nu31MNaNwzUTWphB6ruUsIv+v42u4W01qP8b7v1TdXjCFPW7JrqCksg1MehlLomBuX/3G3lxdVyN93Niw9GwN0+WgY5Ph/L27uo7HZ/OLrpkdU7Opnkb+NAl8bpvt2sM5wuXJPAhfVgsZxaDNNdo3weGcDC2p+RfneEDRfZDFWlXPH4dO0uauS0i5DqL1fm0Erwvg7/+CjySNF9t2vUEBD37TkzzZhWw27lPD8vkwXbqe9eX/7C559qXPhn+ue/hi7fHVxYRq32baDcUawHvGq+w7UZUk0VCu+covv0mIJfir6yA+UUH5pol8NVZF+DBRZcW7w1TRgZy/3uCy0H8ozGXLwbs7z86x8be8MvE9WQ7DehkfmN58dZVobiYIcSsRL7faXwf/G/JWveskn6RO3Hf+oqcLyhf4X4iP8Z7X5kMi/wYc3Euaq73//C3PuVi6m2sZJ62v/jap77Hxnbi9VrE2HFIm5/7DG6V8nX44dlmXidZcQ3Jl+1vBBZByhurm97rTYtLetlkHPje59M8kU166U9Y97/z0JPeh7v7Cclg+EZi8rR0N6NW78+XwT+d/Htt+HaUW833Zmq+W56OKl//DXcqz8X+C6yrsLfLyeDPw4Thfy/eHUmXw7Un9SfjfL9mahXGUUv73gt0y0yS5hn4V3vW65lzn6FJSgr+F+fk5+zcoUOJcrhqPrY9ny/X4Zz715y47vkDxc+CrcTz3KwfX19vw7CbHPnWTJJKfzg+JeB4/y+5NY2Xt025skzd5885+HZ65/w1UrGoYtL8jP/hfh976RMX3TXaDmZtdl/vwYZ163tKG5ZD67q+8oP+Gs2cvhy/dg7iYj8EEzL9Xp7a/kG2bw60Sl+r8FnUv1Q92Wsv3Xh7hR9ycmsc9ljynIUq40jYyF2edNF/1wxzYXrumT9jLSvQbRcB1I2FPhXqh25KiPfdIN5pUf2BnwQVk11SelY19fy1mjL9VLgg1dz5W76mrO8qzxHtQaLrC8vtE4Jl3zT7xjal2wdh6Ls/Ccbwb5LTdNvMPfDtEbS4jD4LuPbYae9dV+hHnyYeWIjzRhYx8o+wX+EKT3pWrqGPfBLqXda4X4eqY5WfSunCrTzfjZd3/gg1pT9PWlWPFZat8v/0CzMKG3iTR4yQbF+DL7r43dXsrmXcSl2qyN9iGWId1XZP4IJEm7vDfrybSN9oY3kyzl/Xw7m3fG8O6Pph9k3zppPfE7vWSX4IK5F9sm7b5iNdcZaLCMtovrfjZSUv4wzaVSe/PwbkyHLi689IosX4L9t6mpWOJypwso//57C2nnM//H16U2F3aPa9/Q3l/D1T27uY8vZA9CThzz/4alX6tBx2HMf/G45vxXMiyfMvxWzef/9hYp5edecN2cPra/gz8OE4wvfouxVFb8LdWu3a4ft2c//rwU+beH61HNLzH4MLtvyZcrJ//D11+TC/JtQ7cg0Wm7un8Py5/NZl/YSCxR2f+Hrli7oHlULuKt20gBHpZFZrtWSBra1BVbRO/cEEmC243m0X+zNntHhv//4Uu1/lv7u+7t+YqTd/hfpPeqp40i/8/vyhQq4ZkI9b4dupf4xPZ54LZBvh+Sw7HAn+CvdzkRs8T4feJrV8PwsSNrvzfDa+Ufyqhl2l+vwQ3S3Hwvvd7Tt/c767w7ebiePje2s6TP9ZhKyrKX9/BfC6vqyvaWQY7wNkrwE3+X63ny78E3NlJ71+Gy4eoa8I+1n4M13kFeO+l+/w+JraqHNCLvXYLDPJ/8OZYV7+G3v4WqmpsfD3U9A1JhD/+GPN27P7w3Sjf/wQRle25o/O00Vh/mIv/h/TClcsY/S+6g1L2K4K4E/rNkUwyWwyx+4svBPy91ar34Kc3Vmcm+H3ji/BFpz434Lbl1ix7CSN0nPjCX1/G3vzaR5dVsXZus7jcc66rCR75X8Pad4f0dy4bv2bHHBvDWXMEv4ftur7ji734SR9t6aO+LeaX42T9y5MF7l4QZLfUNy5MoszcMp1mP1pelLfL9+oXyKTRZr8d8QbCT/mf+goGLDGPv/gvJPlfF4P85Va0tcLlcu3dJ+U26auyjX/G1rNIN9gdXtZmvx+n8fGhPLj1vhYuRBslxynjAnb8v1FrR+lvxYNPBQQXkxM663FKfjeZENqbIlS7ZvxvpEs6OmsdIRN//Bh3d5UAf54Qyzgl9Ff/jdK7JXzHO7Nh+5E+9nCfQbfCTzCsMtZpfG9vhfhB5J++67oZ7mqhvCSt6b3tWAS+q+j/8bu3oqU8vDdbxtlrecTzQVs3vmxLVIcsqCjez18GEtthA/mT1BijJXxFE4kbvIV/LF95HH/vw+98bXfl7y7oD3zFZx3a/v+HJdj6y58O8z/jcGqof7ouiaPLuXWblkdSEvPt9DDEn3/G6U+tyrqbJ++bjapY5dFCHkaOWYQyzL01pVS/1WNyKwRuvte4kvoP0slO6VLbhR7gGym2+G+NPD+2hKX3/C1sA9Hfd8r09TyD6nurEegvh27p3ytnvUbZO1j3vOUT7+4cgXw/hl0jYmPWQiJElT+L5hUyRNHVK3hzB/xu6J3X3Nlu3wYawBavDYI6bnrXXXqNueK26VkZubY80RvJOZwkVqLrzkN/aVvFRy7AbC5G8ntW+CDHmWZcc99JQ4PGbpODiG9nKZR4CXsfjbc6mVKOetIzb2btcoe9dvi1PljyYewaeF9yVbkdVlrDt+rwwuM0fw98+TY1j1XjK9gbbb/v3G+hmxT5VcZZ9sz/VeTNnV3WX3yaG2QJP0vc0XMc7GqvV5RadLZjntRQMQ5CyF+eWo98brikroXe68sbj8NHafwvGbHHu31XLbnLtOFuu8bMLQc09k/l5e3Gvwpq7IJEyDlG3UJd/ebuRXgrz/SI137h71y/Bf4nj3ftu3/4e5Pa37rYfLN5B9LfGxlBz8Mj3TLCU722+CICfWq1TyA1ess08OFl9v8PZCtez5NvTOivD6iDyST1JcuBupuKX/6BBzxhCNkZ61Gc9yquLMiAM+Sr+7/plFyBdTNy/2uCDpK7wnxy6+mdZH+dr2uFniLcePfxto9xWSr7jfXy9C8bNOJH3Y/w3O5DtzetvHnbL++o2ELJpwxUE/bvM+pn6pT+gzVudTSzfdGMmYNnUPLYc/ql8u9xsQqL1sPsgrxmxy+l9tfi2vay179XbwyMLuVy+61jZXHem52Xox+lvL3rPmx845E27/hsv4dX5WUvtuZYLsPy/74d5qEd8+PxeOZDC94zyvbdhstfgjk/igz6C+FFB7gE37rTbY2NolsP+N3d6f+Q4h6mbZO/PJquQpa6kreCaLpHlhfxusvZK31dpizsprLWPOjlWmF5CSM0uo2PwtnOhLNo7z1fmiJ+/O/3tp+aG+Vyt2S/W+Nqpc3dUhlwbNctK09Rv+8/nCcbnfjYcoePusI24+VJOHfLUPMfGbznAzEiYLjpFgwge+XqX/vD+Nqkwjv27Y4oR7xe5Sl/Jguihw/ugDiXd8bIvcPP4d/Ofshm25u3WanlJmdzBsPLXQn4lyG3LTR/wQUH3ERcNPxMrfcV8s5XDH6bAcH17+u8bbp/MXXEXXn5ybukdYHEvtvmpTDhco2n5f68EHC2rlM2lzWNsdSyKzh1z/L91aQIMJf1U13P92Y/hUwvhpdN/xvOT2Zjfvb82bRc3Ck1U645lxEPoli/MXwWF3L9/jbivP8/Pp8fCPfdmCVt3WR57GZ+JtxgUzkFZQVL/XhSPr7u585qIf5ux+Nm+rhvmbw35943XYvzFnxi2zlC+TLZBuX/XGy9+7hijmQ+NejpOsHCh2Tw6FLIcVq+N0a2I/a/3GetdWvtUI8rN+OLTRKXRUoaKJTG6Ssy+N12y5w3524RUvS6aYahWXGgnSSZ012kfIv/wQaR4bNLGj167N7KK/hNu4IuHc+CoeDty3yxyT/w2Unhj2yMv/Ir41Z+DPwua93+5fD3m2eLxy5Nd/hqWMZ47DS9ruU/+N4T5O93ver5xVhRvHtyhOnG9/BZeXz/zoJ/h+N7vSaxbyZrDtJXH//G73pY3Zbllux0ZmetTEv4Raf7fDfdW0/Ctnvdmfi33n6+9W35wy7Dkvr9Auhj1/hx6F+CApstLmnPW053an9zJ/+N8e5y3z6XmaxslpcVnMDT55N0/wXyEbjrRDGw62yzmcO7VXmffeCC2kZJGtUyNZvUwru3KmR72y+/4MIzUjB+61ap8gpXZ+REjbflKvcj+EsyG4+27+i+Hvhv27T5cvf/Q1xbi4RvGDDrcmZcYi1DH/D+9yx36rTW2RAjt5aTyhcz47ofL9fhaY0RV2Gzh4ymNyEYx8xHVzXfIL/W46pHdPw1cbqOn4d4UPWf/h7lqu28SEdqzSMKrJepbMTNnnj/HQrfD1vrsy91kzlWQjaXZcenGn/+Ca+3DI8T3KDTw1hB13i/hN56/4aIOofWHq/x/BJ2fb3+Cq5TlxEH7YjPWfmfjZTgUxl/Tdf77npnFGufD/8RvQ7t/kl1Bib9+4MNjWOeXl8Odmhs9/wS6xypPq4fh7q6zXCX9dfOjDlzk5l/yXC195E9M/8b8hK/PXZIexyvdnU4QvOfb66LRZN9BufO30GKRx/kqWX8K6jkpLJ7LGelDOEP//4axd1SLQ6j/y+vqHuTru3jbK+e+HuVjjGnz14jlzz7L+vgixWs4vw1PGupItb/8NZ45BYenH/+cqkd9r/+A8YAAABg8QZuAL8B6eHw9myk/P64gXlFTJf/gr83eu8uXd+CfxOl3eDeuCzu947RephqW+CDlvl8X+GQkqV0f8N0xR2sZ0Sq/rfBXy5XGcknz4w+CsuHdRvZXkabw77zL/3jeUy1w7vB0bjmSZddx5AsReUtL+/hfmsveK7Y2Ddc/61wRyg3WvfhzP3ryk5VnTNv/4YrJeXXtZ613OSCDX1tS4/gm5bqt++qXuGKkzJnhnDG6r//fqFO74y0K5EwmvlrPU+BfHF+GNTwszNz3UZ05IG/Br4XmlyJgTfVe3VEvAGb0+uvOEfb78O8+HkVEzMv0/4JgmHpJ9/14L83uE25B1Jws8Q2kken8v9Ph+Y7sOD2idlyz5YiXLJUypF3SRSUaefwUy/myLhrO+ayC/D2+020u98tjM9/8PTwpvGMc6Vrr3v/Xh/zRtKp4k39w/1LjeCL7Fz/BftHvI7OdzZtjc3/wS7ctmzm78P2V3uq8fZLK5Nhv/jdZcNn31y53br+cadMwb+CDqXvc/X0lMKYya247TgiH5f/oP7tzyb2ifC+GNo7/58vm3KHfhutUov+H/V/D2M+1STe64J8Kq/+GoZKRNyhHDDa+xB1ftSZfwpnuvLyZvXvzL4Juf272gz8Em96y/vqCDU28L2j93FY4bj/+DDnne0eqvh6P/hifLsapHy1r1X8/bMbcIfjZ22oQesfs/St2RyI6rv+AJN9fVOHnpvF3hf4Zk9pWLlORnH/BVZDlF7JW/N8PwVZTI/jXcv9vwYTPKnm+7zfVp2Uv79h6ZvaWr7u5/s80tP4Wpv2bC76nSaV+HfmHvhyb6a7hD3L/+NpDS+YDiHL3ew3PiXmG78BXNgmkuHotz8bTH5kb1T5en3XmntJ48xv8v+6Qezq4bsIz31SRakxfye3L/9hyT7sa6ZC/y/64YjdNCKlw30Zb55YZkI4NS+r+FCJXbfWVK+LV4vxpS4Qve0nem3rbix0J1RikuaWCXz87z+N54PachGf26tVXbcCbLZzJumKv/wYWlQHuknwgg2mf/r7BGU/+EGfkJNlfhXeVsiAeqhEdfIOJstDw4SkO1S8Oy/e+CbePc2z7/hqEapEVDwCYv0InXw3178v9Xjdu1w+aXGdLTevVKXH6zh2HhjUpj3dPw/ix1WqvLtyhcr8bD9/L/3gttxTG+a2/DE9h3svhuq8bWHfinzg6Onj42UPrSNXinf7n36UO1bFwz/8L9p3V6+YTYEJA2juMrXD3TIWF/amxVbP4ZkNicew9b74MNqu7ddMvc3P/h2pNPrS8W2l1lWMi/P7Pgg2pf6gg+X/6BB523WEuPSytno8bj91qIveKhi18/4Je0bNM/y/C8zK5fK0m362v4c68tDhb4dxl1D9LkZnqPH6h3cexQM/2uMsyMc4+hr4Zml4xK08hdIupETH1fhqMMp3XSPQwQhlfZvF5ff8PbaXUnhB8W1y/NboovlLgcyRjxsj8bctP4d5MObAO+8t7xSrlcsJTP/6K0Ghf/oEBOPqOLxNqjKZ3ShVqA7//hW+609iPRjX6P/hfj1zQcke84gR6/vIqW+tz8v7+N8MJuMmW59tTNdlZdi8js3S6dioa4ul8FGbKk/t+G7atqskiKL+voNxzGX/aCXlf/8E9Jak/sy/94K5tdmdavoZRfgtpG71p1T8fhWnvzrqevIn/w3WTOHzLF3+PpEb6lJisb/CM3vP+Xn/WuNh95mdm/dVdW15p0k9GPvQiaPZrjTo/gj3D3tvwlk9K0S/4IL63VZdX1pj3+YQhE6bh/DXdtgQTmZB/8PbefZWr5cqhEWseepz4NPJt1+S7v+HvJk28vr3zg4lyrVrjdy18uPZsj2FdXqxtUlHTTOa/8KTxgrU/4y49OT3tr1G3vqr3kzrFYyyhR7dpxJAGT31LudBr/4avuuPzJkrg3/wYUtx5eka1fnD0lX/D2P5eJ9vJrf2mZn1yY2krwxQtjPW+78on//wTTLzuvh+HfDMa54iu1Uy/X/4Jb3pb1+CDDbgGuHzfc1tz4s0Z4/8M5Nd+/w9b/4ILtkfl+HaF5eXaGSkzDueP/hWzbl2XhGrnBQwHVuTTxL64SYYg4fwD8+C2nNrbt+I/GxzL4xn6WiDThrd6/ci3X4LN5NmgspOe7/Bl/vwpzB1SS563knu/KDRfYrWuO0u/oMVNoSddU3N8lwUY515nDPcNFK2rCkrBu9rfG3zXuRvxVSv3Q2hvpf9bDu4/jXIza3mCkQBaUpbKDTqYUvtL4W0L91rg/k0eP/4K4cVNg/SLuRZaUvwpmUa6p2zxD/h7xbl+GN5tjlb2uMxzUpDi4+3f2CCXt7dMQr13FZs9RnnvY8x8cRSD4+Dn8O6ZpUb31Gzc/RBCzUeV3Gfhy0IaVUPc7wr/y/94ezV83Jw7+ZuRdFb3P4KrcqQ31vA+DDO2tW8X9W179wQYSX4mP8LSrhf5vix/xzbaf+DDa5dZUf9UntxzIv/w/Ma1VXrM52Ib/b4nFx3TSrQ6fw/m7XyVz9tSnk8jWqs1Inl9/8KysxF9dUmTpDOELJqB/5fX8bV/J1ztcYn8pufmFHMPqKfBXJSry96jxXTxINPBP8/rWL8O8PtT7MxiMe0nMm+Vwph63b/8FlJtyoXNz5zj1GcqfjYd2k95nsr3ryqubsvCfa17/kACEvXyhIy5Vixe+X16wQyd4w2qFB+CC6uo/lfrJ1MWUkXh7/wX3tMuO46QsHeP//BBm+9tpVNfXGz+jkNQ03n42aSSp2tZ+U5DjzR86r5bgvf/4V9zfMcM2C67K/9/y/+oIJupSWquvJ5U2QGBmFL/8E172cOC0X34V82av3w1bvjyX8P2xrU/mb3Jr7tDs4mhyn3ZKsPfwVXSfnwt9SZgI78EG0eKCNpsu89vyeLhjZ/euN+dg2373W9FzQvbk22rYdfcv9+DCZaqb3a5azVvyhY574IJcLF93fxvvgbEEQS2H/+FbP+f/D56tEYQbkv/uGbWq1Mv/+CaTwxpbP+gz8L6l90isu2WHUUbMf18v+uNs23Lb1GKXijm481+Vs1Hrf/wv7pn12UirXkqHjpEBp1MJuOifh+3va23JM6nCjo1//w9nyd79XPE+6+c8UP1+C+u8j3Xs4J33uj8/4227Q3WfN26M8fHOf/S8orZmn/wpa63llGEHdJXE9vxt7qVp7zuX3q4lVn+Gb+LLYRp/C/L9pJenCuGokU7yGv4XvfUuS3D9wuYav63CXwvrO0/3tTxD2a/TIs82NFKXE/je0OLt9StVdj+VOr/59dPgHw7IHifUkyvP7yZAT4RHf11M/+CmfPe5Nvxfh7ubNqClS0T/kZwYZXMM/5f6vGyz/aM1HTR8b4lTiU/+mC2toFv/4Y3nrVcv4ZlGNv4f1vPbWaso6N8oac34I2xuD9NON/G3103N/xX9D3Fu6EQl3l/wt2yc3ZCaYr31dg3g08Lys9s6eVnh/CiUNrfhreG/L+HMZZH4f3O/DHvexO3sPzLgs0r8ZDLpfubKSruL6ZHfFW6l9z5V8FWkf6k+81yDfjb6oihndY/T6pjNcnCBM4eKsHLvpov3RCTX3+/Cl7vL9M/h/IkXI7iy/fTh/humcVws+kzi9vlWxmabcv31jd6fPGEvR7qif9dHPsmeNuN9WuOk41kSPLSG/fu18Y/4X5bm9smSznr+vcEF273c+K8YVVblWKlvIab1/G7m6K25vOhmzlqOJyoeluV9ETn3V/C+0NxZivykgmwKfrw9rNIwo56Sd52lapa7Noe/7H82VvW+N5+uo8vWXql+odW7joj6H6M7/4273LvvePMuVxfkR6EGL9/k6T+gzATtVHv7r4Saz7Q/BoX/ewWbmzJp/H17eXIbL9XWH+5dLTylLzavhu2P/G3PGrN74+y3zeXhriOFodl1mftr8bePUkj5uwOual2P7v0JezJZYNlffrpL6p66w9qqZemXMMqYR8oeXY/F+ohR06+hvQ12O/KkxuDy5oxzKklc9UU7C8BGrteuX8oemlNnimFWrxfeKeIfUtxazjIchPfXL/9hTdfc3WdFfvx9h8PeVdFjXcp3Uymx2mS6nwx5fenUbz/DgxxfJEf/fGbIyu53pNSYi1p478KzFIwt0rS/YZTizJaWXwUxmncsK5pq62/D3HP3VV03y/lXhvnR27+Cre+2ofj9OKvD2Ze8zSJ/9tx+4YMwyjTQv8Xmbfm/w3ayOqvrMHig+X/3G3uWZGxvzlwe96ltddimGjYbUTRSX+tfwVds7bvN5Sntd3Bn6NWX3rw6fm4ufy7MpLPrPMEgpfK//D3LI9kkhl0Pktrgxql4akjl+t8aTFSfHMt6hjxc+eckHoY5G6TTfoeIHvgvOauujHllfj6K9A9/L/Xja1N+Tu93dtubufOvBX9gqnbyPVXviXrhl/7xt1yMSFGrVemaQZebfVPZ/mVuFFn4IOq7vGfvebCbTYw2j3/G07Td5HxY+s0+pn5qR6nGC3/C2522zcs6gk+Ut99+wIfYl/vL7/hXwo1Xt1cMS/p1p2hOGEtj8Lavl92561CbOaMV5xG5f/UP30wj2aiyID5wo2F/jHy15f1fDVXvjHmHZZl68GG0+Vg28I/loxGXTS/74Wxmo3z8oho6ZJwIne6Of37hfJlyvyNP5flm7zXwXylu4e99dpJmnpcumsv4ex1T/NHXje2tSz4b3Z/04IP6r+DPw4Tjyy8c75fv1Ds/9qHc5MrHUIGjTI8f/w/e7vcuHNL2/42U1k7L/rgjp6Xvxt3jYwoKt1NfJlbrqV21HV8kw6uAyLRfX8O7aZW5dbtY+M/bCTScv29Y3LzMEyrHux8RSpYW7Sa80IrVO+G3acqIxVzfhXjyxTHTtCLSuKv/wSzY76bpzg/DGbH1kO4uwyglFPV/wxVe5ZbHpZ0Or/4TpnzWqfwX9qrqP4iXNzjX/hafr2nHtNSoMZg8QaRXHh5Iu2uf8KWDN7dK5sfLnjVsv+WSGoY5O3UdRXx//k3rf2CCP5cKtZ/NRNiSpEqX/wYZu1u+5Y59Rskxf/BRrJzy8V2u6ZT+3Bn4JyYrRuz0sY+HbmyuR8udVSYUcCX/7//G4VTcRpMbmNqk6N8Pi3P6btTigSjUzftGgTc8agx/Bfdzene6phH7Ywgy6ajdL+GdaS7ZFnov/PYFJGMuLLUn/h/L/j3cvB+5c5+Nk74dzxfZq43AZ+ucmCT15dEpmtMiqXgz4L7SraWvgxZt4bbmQqW/hW7YXcvSfswmVynv+HKtfdkWxbP/gv5mD2dtbLhRbHMROaG/tg/+Kh3gxTvzSl/vw9ffx1bZLaM/wUZlw7kYP/8O5pWzYHHnIrGvKzCjca4OTPcZNHO2fOX/7GxzvcufPrkqtNF9rlKL/h3ZtfwX63aqqtmNk3/8V5Mqzy/3dBiWGqcsJm+cRK9Vo7pfvrBBpji3MxWU9qlOYL86A4VctK8pQJXq9f3Bp42s1Qk8KW8lq2UuPd8q6vfyjgVRRpm72H5l9fxsOfkH0KN6kn0r3Lj/b4ndIOEmaeO9T9bNagt1bE/jc8I7cLE2LyhkN+4zbn1KkVknerhqIyaeDZ3YJvjOlogbrY/jb05MeK2sYd8Oq/8dwXna2JrCNR+nsiRS/cv/2CAie1JCTJ8mxe3iL5kGylMiy8bGV2zrXM0smdvfr/PUiFo78EG7mzUnm/Fnt3H39qrDWn+FubXb/zj8t2F2vgwK5fzInqWSrZiPyMFeYPN78Fd80VzYpF2qRvr8KYUdO/XbJz7dCSFdZfjb4i6rznwwZ5JGmqW3C3nBZ6n5fevGz+fL3G6vUn5xti7OIhta5n0CTBiEznRTvcF8OEk6vfGH3k7xIt/Dsqj1Xu7y/aHX3/G61ybN8/kb9VNL+/w/w7TD7FxFZarFd29RzvlWxiH/YK4d0crz7dfZf9Kg/usG6q7maENq3r9zpXKwaeGjcvWN9b4ynY/h8S+/hPRw6nk/3HdGv2nuPFk2W1hOX+txnM+/Xy+m0/xuZKV3LdX75vPnP1RQ55FKa/F8Pyepm9u4bPXWYuLx76ad3FTWPFJvPwQeG9IN+nI9+cNmi4HNl+X9axtQ44i/y98IbRfzpieC00IL+ReJ1Dsz6Fvuv4e4c4fu91awm/dPLM52X/3G93NLY7q1WdusxZ5HCqgz/euNtGoqVmrv5PaNJkjpB/vSHpb0TRX+F5stRnHSbWSJoT6S3P+H6td+1WOrvgX7WyhNcxneaDsSeCPV1dXw/LT0ZT03J7hm5S7zmQ2YVTTvfBfdqGcl35ch6MnP/hStnTLFWwzDxj1/5vmPw1SU5O7lbPbtr/wXzo1sS4UVdlFyBRdO/+HyPxL3bHKJbdSEjVRzi/19grl2JM/evWMLJbL/upyr5UzVH0tIko+G+5CWrhtWzFP8GnhzDbY114epOHFtbhP4WvaG6ib6OZQw8Mg98+UBpxg1/DvHcWqrsJ3XmdBPt5zam5dxYdFolL/FNDhf+GJ9TF+eWL7RbJf4ru+8rfh6X3KypPJhzNzdi9ZouzNpVq/CsMjS/U3Zk8MkXax//Gy936rBLyuPU2jcSwssiUfE2OD4dT9H8Jc7nwi+KL4Y0rk//OGYSF87/wQXh/ib+X5sqv5fHhdS/X425LVOodmtaXX8rdcvxXcIXsz2/DuPdL+CC+3tJ1q49qGovgfDyKKJf4oXh2r2j/bHlbcHsghOG//givc9W/Cvi/HcJUe025vMcI6HkPu+C/zeXJta0ePNk8e/8P2nTR8t2SpqiKklVypPrJw3faKGPeVqX8Xqln3r5WUPyWO4M/RHHwtl7eDWQM3GbC/zhIIXaX36hqK+pwjkCR//4KaW6uefyv+fgk3aPmNvrBTeulc/6p18EXbJ4NdYevu7l4mvqn3jwsI8bfLWEWyvhb3ericdXOW4ZSVXryLfw9V5eXL9VV5f3D2+f8GFO+fPLN7vUuX/glls+E1TQ56e5+OzQZb3fbNvwxNnuSepuQHf/D+8ttk1TS2v5U6hxNPOHIT/YVtvwzllVfOF+Vvw/jcozEfLDLFNfCXW5/yHPgww94aXjNleFFkCxc/4e3lkXN+tQxQ3GBxdcXCy6/+GYfthFYlY6PpAUpNymV5QeZ/L/upM/JF+g08L5fybdfkjHpv4Zt59NMhv9kBLxdcJXwvSVtYY/dx5FjT1rXBRYcy1Vg5UjfheVOK9qafbycfJm6vwvmLVpNBmjlCIfduWKsMySbhconL/3jd180aq7m+qnBxtpcn/w7ll1Hqdw539SswxNf/+CrtrU+Y370Ob8Fc7ayZnz8ovwvn+s2TC55P/wT1lXpP5vx9tzZfPtJoI9w6H/goqafqknjfhjn/dtYIfKIs1pVvOuFzxgL4Y6uTOcjCWLbCNyR8v/eCCaDEHL7TnX8pRsMu1//4JruZK/7dcRXh67k/J+H6BoxSmi80yeh+vxuqYWdCcvNHR6zrjbs+6tyd0/+cq+1DFv8Gnh4kZZaURZOkqVcoN1KNHMZ+qEqsF38OxuhJQWsy3K7bv392N9fQRePRM7g/vxHEiVY2X+Nq5j8f7LE2Pvh1IjKhDmAOTaKB/dDRbl+/wS7WqTCQ6meX43d5dP9lZWhucDe7MM/GPUg2NcUGqzxHePH+Ns5chIRVpPPLLVqeVyHXdSpVzDA/p2Dq9MEf6RtBnwQVVR1CJr1Kdj84DycZB+qhOpdq4aFFUpEsaRM3/FeX6vL71uCfu+7t+GbToi2piz/+vD1K/l7Urwz+/rwxLYXOOoW7aKLpEo+f/Cld3aefmxZ8/78EtSd96xen70k3+CSud/fgw7rWsw8j06d+4Leakv/KDXw9dPdCwcPPmQYQQm1lv/fuN23ckWjnG6fWjW/PSLUrTJsuuOO16uFapZY3w2rrstFiS1nHM/PjB7zCK8OzKpqJ+6lqwe1mbSeH7hf4V5tpvpNq2kW6eP9JF/en+HeH5Ij+dEp5Hz+n4UDszbxSAfl/V8K3RZdHvQXlUMr5KJEtjwnXM6P4e5rna/k+WnXHcMN/y/5bgv1dIbZX3KFJBlOUUD8vRT68kPU9Isj3uOvuhdQS/sOCev5fuvDuZeVu5fYZZX3Z3pvmmV0wvL7/jZwaPcp1W4XFh+/H3nxryzjgfwJx0F9Jey/4Vly8M+eSX4YSywk9+z/l/rwREllDvsq8OlmzuNepHwbIfUoiEHGEHqT8ywdb7/wrVw7NLerU1+NH4EEHcI+6Dnw9bLTzjFyZ6+gvs2kvr79wzu/N8rzIcB5QAAAWWkGboC/AefhcNcM3ZuHnBf4eRZKXqCDiPNRuH+VEEXpYWbYujmMOQ0Ugsl3P/hcme9K0v8kSh5pL4Z6rmBi0qZmnS3B4yfxvcZhOs6372/mEZ7mCpptUuD3wUS43PyZ8vw3hkVXkn8I/yH8EHHvU2pM27nxNkqCL42c4ei6v4YLTvV7k6rh7mYYl1tC3w3l39Mj2BF/9x/wQdTjxJNP3DjxB1sOY5/PNs47X8EHC+xap57axxyi5iQaYbTXa/4R6Y1K5eX155fDdSfdKPh2OYWX/fC/llbeptkKlfhJgvL+FeeXLlvppIjdP3Dl56pmGFYnv/BNx6VGyXZK4fhgnFe2bSXG+/Br4eLz/Ul8tF825Vvj8dXJJystzc3lj8EGpe3brzyPsXZKUv+HqZ91qvP/w6vr9e43G+MPN3UOVLveINPcusIEpmPTGReEmunYbXf8bJ4mSw37VL1mXXybwr7I+Y8wdEo3MPfDtJXbua4+pOkRucKRpmjkz84Vv1D3atji6jR2TEpfnFrOQ9w9vXCTvenHO/h2St/bXj2TH+gk5bInL8muNy+Vr9S63v58qVbm1/w7Je+w9InpuXYe6lkv75f6dQWY8rt2m59Sf1q11l/3w/rdmkSXam6bS+oaYDcFUenWxAalS3HXl/XcFXhv27cNPblrTUK6vHHpHXVbvmQh+Tz/CtK1rN1hqWsID//xsm6nefOUknJ393aOFUtwfL+/h2m57tul9WlNRfP6CDl/r+Hp89RxTJ4Rv06WMq0kQ6i3D/+Fq3urKoFa8vGHVww+M06DxkUd/F85Wfgg0sZfCgz8EhJfM/c/FyxW0if/givdNx8Paja33D4kjfcpxzKsQy/SyMOz58bbNpPuebOMd6FdUmKc0vQSgD0bJAh85FuD/42W/c+7zZOuSq+VqOgtrog9JmjQz3PjczNL7n+Sq92tpNAg3i/j/HOUf+ShSt8bGF/wl9kqJ5N+56P+3Kt5vm54b3H8Oy9/kzIR6kjDY+NQX/DuoXefbaVU1OXHGTDn/xt24q0k3N6s7N3XhPpKYfi96WaGj0P4JLUO0PD1DFxlT22TZFtdxPNnyPy3xcPOrnBEOuHwX2n7sb4l/abuP/wQXD7w4vkIt3UL26lCxNwncMpzOkCfwzS8J59j4ulZR7eerkcL42ur71EOdo2eM8N3YuKHPU8/hch96hNkcqf8aiuD9+oeKED0mZekGKB88a9Mv5hWffhf0xuiJfkPXNpE5l6Rk8ZKfw9J1umUsqbR9/1Lfd8h/kv+7oNOgTzbSsZl/78Zc/e7rdvVUjn0X19wQTZIm1knRfPoT6kdRc08EdqaZD9PP/hjL9oIWV2TICN//KOjEA+Cmr3xvtSgReO/GYe6WPuX6Z/Gzlvl9d8O7li7Q+9vzn6etlujilH/huTvdziX6SZLOXDF/O9cLy8up8O1nxhq42VO9o3X+h/BHjCrObb8MdU3LMxLWZ5ncIHZEldk3fDV5xBm5/a9Jkl//w9c9ynm+88m1C2w9hr6Zc+/8bdl1lGvP+WzRWU6aHLQIsnnw1hjl+t8brVbh16cixJ8r2KT/YaBY6FhRq35fr8FMN8b8u1SLuqeX42XhV78+darrNCdtT/+X/vBHut/wv4ET9FzZjhbQBLJG9Dm/16h3e1aqNScWDOLN2rPUIo4LR6t85WSrzd21rZSDPwubN8y0urwJvY5b+X/6BHybw/CutTWa91h9k3/wv6prv38pWHEWL8OlsnySe27qz62bfvC/kIVj1vginzlT1CuOq+/+E/O44WKs8t8EGjWqmZu6xbf+dwaZ0vDVb1hm0P/L9/YMJFuTD4/l/4zv4Kq1pT49Ua9+Ht6JFmgiJnwjaFXYJf8OlhjHiTNmPvnrzXPIH2uzqJsbMNES/G8qMrvbqZMe+/XktdbesxbHGbra1iP43si6VrwCsi2pBz8uOcJ/+O6GHYs18PY3cd2u/zRefVw7hppQydxdl8EGET6dvmZMspvNqvXzA8NoefYt8Kk6vjfsxXGX7h2G+eG4dXl5/BoX1/BDvVj8L13y6veNa+vJMtl/wt4T0iz6+PlvvHa8PFlz3co26A0rNikXMHmbAefdyGpf68F83JnlypxkdgXYfRKt//h6oepnzRXx2R+L8b08fR/BCSmfs+vwTza1TJf5vw2VrO9bzcpUP6LvL/fh2RsfXVTMSisnyChtvpcVTRleCl/4Y5G2nD9JcXKCnDhp/pGhvyDC/jqSl/vwQUr4b8lk+5H4w/cJUNguvtl/+huWMqc+Kxl680sM43u/MHgi/9/VcD/+GSTd9f8lWsfxpc35eNIvOWZ+uuNCC5lV4kWBZwc+X3+g/SN0r9paKLrJoroa2TOW7mUhB7N1G2sO75Ca/51vjdS42Kn2XID5v0x5PdfUNwwOY1eXBJ96pPfxsUW4197v8Gfhfw7w12wCWE26tX/43ePJxtVVE1cZztl/Jg+UET8u/w9vB7M3WtgcUk9r8hkbBHXoz0H16jefHWkEn7H0vuuFFX7DSmg0lWqY30cOwW48cffw9SqYi83n+T/fmsjnv/gvJm5CN75uO0/y/9YI4lx11+F8t45e7tc0a68tP+NLWH5YWPcsZkMhv3XLTlJN1UUywgx00KKJ3l/voPkI7OWUaUGvls2uZMl/+SV/+CK0+5+SVuvwxffhrEq1P88O5/8FOeOzC5a5N434a3uvh7WaI/8E14+tWTN1F/fw/3Ovkmmk7vC+QLJndy/9YI75oEFl9/wX3L+71bHCBpZmvDuDTwRb3w/Cny6vW66RfZ0/BB5dljrrnSF2vhJcKjxMDYTt9vh2mNqqyN3WddT259yPz2rI3v6v4JJP2U9cGEPHvqm84vn3bXhW73etI6cNYO/14MN7T1wbam2VAVKyvwTw1In6rll+6qwvenJlVw0yver/40pA3h5yn7TacJaX9XJc7npySh1rZ6/Adv1e4XCTRb8bfve72g34pJUqPUnz5c2Nhjc2wJinyg/ZTwfJ8cGX6Z0v/qN7pNDk4S2Kr3Zroh+Vwa4ddmMRiHYaBUCLV1XPgg6kC9sZfbObqcLJ3ph63vBxfBaRpVCbId9zfdh3vFrUfoX9vkXaJP+5s5g18282/DW48vJy5f+vDmruq6tlpnT+GvN1dkcP/19h/jmNnGbnrqTW+G/uEl8F1vJ40vzb9wvU+XXdSVnr9F9/wUbrrHKsX4LaU+Xx/Gu8FMQ87Vmy7y9eDL+r4Ld3xj3K8XlqFdqGsal9vUAKrkWOc3mOajRasCXwz9VZ/it3DjD38NR5eU5v/EGoZS9eCjd65s7L6/m3d6+x+fVrJ+6bk/8FGteN0cg18PWnXzcVu7XqGlsLe18C/4MOT7vzTKzb/9eockwLefi+H1+fFr2wwVvCrx/4JnWZPd86YTGYqboR0Wp9FHLwfG13mwakZ5ynhp75WxBDUd45v06kkkN5v/4XC+N5dDXWF/LadytdtvMu7EqUkzs8Pdkr6p9b+Hs/+fDzyLntTucUYm0y+MghkQgdltv+H4Z5VUqUpW6PjHUzpAnqlrfwf42T3shrpn1wPl/fw9JCH6zU5lSI7rgo/CGHGmvE/42m9cRi5jqWUfumZyTCf9Ajb4ao7qIwhQz5e/UGFqRPvpav43nycs/TY47cDlNGOX5aAl99/L/cdDCXOl2jxuc9Rt2i93uvtak9Z3DfCaJaLNF5Vm9Df9YS+CCQi53ucZab89twnWqyTxLxvV0/l/Xw7GsJ90VmrUcn4pr0n7M3odnlvPEcC6h1Q0w7R9Xw9ee5NStQ3pV2S/yGN8FnD+N0i/J32fb3V2x+hpKCfj/B9LI0B8v99DZ/2naaUSQ3XbpeGPdx+STghJUg+HF25f/Ub3aIcoNlJzjV8uXmBg8Qur7KKGRMPOL/BGQm+R78OeXV+Qm2+Po5cJ3S38Gfgn8sQ0pjabpvxvn2MOpXwz5JtjPE6xNYl9hd4lwJ/euI3/N8O382OXgpjFUeta5t1LLt6BxaEHeVtv8bufe90lKK+GUZLJhp1m81M8JJS/V7jbbsWpY+sRpK6L/5c0A5U3K1f+19loM/ggu5kCPzu8ptol4Vz56yKXDBLNGxnOk59g5L+/Q26xTvj8fxOaTuHeR2TGLVUsz7BPUOMkqI0NbYr5f+8LbSvGP6E3SNDM34a2zYiMRN7Fvh3Seoya11MtuozgzdS4T/Sb/w5mkyKa3w9P7LDvwVbH292LKtn1k0UT51vTXI7ycbQPRXc+vj/Iw+f2Ya76+JxXfNw++bdJbPT74l/9xsPe31iBp0pPx3iRe5zru9cIR/Nd9jRK/+Hc/31N5O+8eqnFIh6cNfsbD+BF/aEOf8EGScEbwc7b10x8u+GpnO/7KsVlwO+H/jfDmZ3fOVaXixcEX9fd/Dd/YYly9+fC/ngXAny/j2DDuRrbXPHfwneIl/7wQEVPh1Se3THHPnMf84/mteK0a6t14Ynv83jT1LOv/DJT+f3U2bP+DPwuIL38yHpRD9fjYs7fL6/Q0slJcx4Ze+r7H6vkZS0X/fG4Zrn2jX5dJiLfXyro5OW434Jsv21ux+CKt7X75PJ4Y5/rXvGu/+EL3cn++vxfljdT58P3mxXdn7r7jzg2HoqPRf9bg18NeM1C1NKGqLhl98Ee6f34YurIuLbpMc4T+DT/8Em53N8X4dm/GhM71K3r0rAaW7tLnErp/D9axDne74TXvo+YZV2m9Fy/7qC/V6Ufxq0HaIEq/z0dBhu3cv0r4IMR5/q6fyP7bclRm60vp+tcE2rq/c6Zfvqgrm+tXO6G7Jfc60qfwWUTve9o+pOphl/9w/qpvy5p0/PjQa1HIojjF74L6qOSpP+s0P4Z2VLTZue5f4Yl1fcur9xwMbBeX+/BB0Rfak2WN1ua9L/hm+8FRtekZXMDvhqTON8v0zHcZl/Bh7M87hjxL4s4yds5S7hJ6uX1d8McsOr3T3plrQIx9k/ggrDiPJskd1dfKLBJmscGuMGvQXnekE/8Wlpjfhl/98BEa6q+lf6smy+vuGZY8uYwcJJ+ar6lF3h9yKvxssj0iO5BXpb3V3XdnfLZ0KJHNSC3TYZeSD8X/YHv8J7ysqbf4IKjjLn/d/LPy3/8bTZb1evkjV6/hiWKNBq/4XzZEcui5hRhFhKqZFEZi01P8Fd1ayPWtchsurc7vCPwvXJFXarpSyCqvC11WX+/G6y4qW8/fwucubPGXniaYelUSbLS+6+H+2Ne7kytJfkMxfTTRV3wrl42uM/ZvhD9U3oNr4MNX2qax/u57Ff+F8bje5t1+yTw/R39AgwSugXxq0oW+Wc98oLMO/XolKJDu+X1/G6k/V60iQMv/dQxSMMzsylQiKUvv+Xlcn8LSfckdV6Cd+W3PN6aahCiS6pB9Bfl8PS+7cP1FR0wmbyDl7/Pf/wXfGfrf2X+twruc9y+fNh5UTDIFlwm/hsqySqH50teiaDoJarBn4JyV+V3m5WeVeCS9+X4IfL+ov6+Fse7MyCevn5PFp4P+FsMvPnubmjMfkOB9e9/4MLp2MyEn7vwgH922qEm8RcMmXKDqvhXnx42+M3VUSzVKgVd+9cK/m1Jw168F1/vybKX+ESu9raSvf4282d3ihvHDqu+pUkGY2CpId4/Jxz43Mv8kJXySrLsaSKI00zlwe/420feE+qnXNuOlevh7FvX/w/2+NYeuXTI7nrKVXmFH/L7940hNv5tfcPWVPMOf4cv55+HPL0z/kTLcv/2CCXv7lkau6ktoaZ/67oO6cN/Py9iz2HvAOwIhw7R/Np3y/74d1rNd6cX3TLQzJI4cleZ/8M0p28I6ubvRH+DUv3+CvSP5UMeS/Np2ov/WHZ9pZYtfN+kRHX/+GL63XjNiJ2/DkorwjfuNuvX61VNlG1ydXgyKCxcnBLo+3jBm6ivMv/2H/BPrLLfVc4V6jtgP0hszl/1wQFJt5sqnm19dRn1REGmW5/jY0y4ry27tlfOtW7QaHPsiJuHUT7L7/jcdI5ezkawfVyO463bZf5MiBH/s+47/42nj+T1x6w1hN+Tbm76pO9tDdXhljocR8/G+Hmau0bXf7UKDEE2FbtYZxxMDeN4U1Z9QXw6Qvf5suvde7R1f/gn1rLmw+GLw9661UtMM28//BT5fjNioPe5/C8bqXLTdseV2ofOsdusj9+HIfqGorblE18MTbLmG+HxVA37ERBRKvj+hgQ3w12LwU88l5aLvi/ZSfRQZ+KmlvDKbLSXxsdX4X9KPQzpzHG+qbdUV9wJJZYu9IGIZC9yGWwsO/BKTcMvNWZgy/X7vkX/DNzS1h929WEHmH/43bvNK7ji/BM9DCkf7Cjo0pf78IxqkcXRTHeXHl/+g/eIWMmd1lU/VzPmRy/fuNLxHOSs41d3ellktUtPVvl8/jbCJECtUceuzbR8DNkyrP6VL9cjtNSi30DOdO0z+5aFvjcIPlu2RerebC9XPi0SuJ6eRdS4TcRpo7mP/DpMT77P775auPjQj3/+CPn/D8O8R6ruTX9PaMasEnz/Xk5W5fX0wteutL54//14fvWT+kptXxsSHoujl/L1Ckn82Vz/na+UGvhrL4rY3kl5vBfw/RepIuw/LQv/L/7h4q0er6hxjjdYHwRvP2a5UyH7l+/UbDxpXc2+GsB3ZYu7P4d4HH1+1hFcT02bnT+Nu2pYFnUvinKnLiPXH9yEOD00j2zUHR1ppZ6bWtIjl/qrDt833HwXIOXedw8dL6RdpNot25KxuGY/8LcOal7z44Mre6aDfhA9Ff5fr8MkXL18NyxNqf65Zf98P6Vzc7y5l9zcouCjWH/y6S/gwknjnvNhVnAYUPzb/w9N17z5kz3w/ch46CVL/vgghl7fKfRdvK8b7gUGJb6rl/9wYTdXmjWodrPkPamPpdYbKGPblOCsJ1nzHyq2Vg08bHbHaZ626GMjYZnDD/rnQ/eXU2BiXMEbOUUOEr5f37CBDt6e48s7fL/7hOXIQ2fM0P8EnVSN+C22tdM/bL/3hi7bvUcXb7VQzE58FHnzaNpBfhXN+Mi9c5/w1O9yeC69eklF+FZs+5sWNaWif/d9X4eyf1WTbnWPx0MKLP/heXe1V8voeMM24Rf/JDdXWu5Kf8IyXxle8axWy/jSuk7pbrFrQUu71gkFx+dKV2owV08VSDTwSEysr34cvrFq44k/8F2m1p+X2mrwSVXi/C+E1f8djQl1HxezdW58v2quC6xnbxWT9vwlWPdv+CAq7LbNS1SgpF2OjEOSLApYy/5/DdR7L/NpTE0/39h7SUvLR/pqcdDiuR5UJSQJP1/HXyDcbtKd3tNET7tjS9n8uLMINVveHU1R5BYnm/Gw84zqPzaqu93mEYxzJSsanihMN01wclc3+EWEZy/f4dx7DtzjPW1q1nCdNCvjd9RtAhzzqHa3Ubc/NXC+xeKwu4ZceTJLTcvw+hniSpSRjcATxJONFl++sbfF5+Vm2sRzJpGil4OLy9Jgq21dTVvhYgX92WLXuoWSh3+gi3X/5JIv/BDn9qX4It+Gzi/DOz/UN13pdVPKx/BMU286823gz8EkdpX3D8Jkme7MnvP5p879e/fcvl/vcPVi9usMYr/E+Krn/8bC/K0HvPui85+GPfGCC+PG5+/d3wHnAAAB12QZvAL8B5+YNUjpeXzfw6THmXlzESL+xIVtK3CZ7nn4LeeV9+/DnTfLQOGHUf8MaiX9V9Tqqf/Bfwn1yzb188zn/4a4b6X2Ef2Gn1PUo4VCvT+oYpuT1W75eXjmn/goqOYt8Tr6sgw+MLmzszY3e/N/hyLkt7cwxZDv4eWXW1VvhfmpSI/On7QeGpyJYn8M8/r+jZB9b/4e82csx2j+5+5h++VG6Jah2Vi5Z4f+Fual1P26NRPl/4f48SGV0xvvSaX8lnEvgoq/l7bj4Y1HFyE2sqh+2Ty+quWHPHvt/cu/DGzvKXdhtQ/2f5uGlxbvfCROX2Uv+GztzvrhtEmZqSQgzXeYk3HaV/BNzbNqw5+UX+vDWJ+61d3/8Laq6ueB2/DaJZ6/w1aqll/jvfBLu7tk49iM6fhXY0oae+XXBHd3z1NpLyeaFOX34ZuWFVZ3b/8XrF1k38t7Wt8Nbjy1N+hoQ1uX8nw7ka+vfh70Hxv0Fjk18Lx7tuZvkFhA59+A7Pfn8v6Teeuo17w1J8w/0JOdfvG0GDTcGBLqp7NiURVWrZ0uNTShn8I3nrL3/da9QQZtm4Trn1EmDJHltpT1ZyC0gfKPOC/xuq5HtW9pGbCb32bt85wijGdV7JMvhegOD3xEm83FHxXmlzbL/XhDSV8+qYmnr8EGavzSHV2SDW2wfDWx+Y9L+vYZz6/35koZuT/D03n9xrD95l4PmFiFjnGkpf/oP12b/5LK/EYNfQ27uB56/8L93mjJFZATDV/sxzHIWX9fG5Mfql3l+qmG7Ih7YU8Aga7n8l9/xtV5W5nXVLE+dM9+TTlMuXL/uoYkzySjq/WjrH1O4//CGSyZt1va/D87w3/+El8zbrxYedTDdIYveuHSXe5fNo52zeFBBlyqvphphoyUP/D5a6wF1fz9V7gnrWkujYZM/PH/+GKYJH6zrqn5M4jsi//hafD2OURMAz3L5VH/hLy87cHvzlUOPtQVn4M/ORY53jd3F8PdM+0Yb6jZyqXkjXRjm7hxok5ZDN78L6tzPVqvlW5t+HcTdKQn2AaxL7vINOjZJY/+GMSpOaBzjMw6yIG9CtSyhzwwiZH8GHm1VqQXbakk1VV5f/sMRynvw49hD19bJ25GHUMLsXDcvZ8bkJP3xv/JE5/lxuuJgiHojr4tchDpjPw7fVaUrpJvWzdsoqNmPMILQ2gpHw9OcSnnw+kau66S8O/f/G1K/dK92/ub+Ft4k+GE/GG1wJLw98EWTYh8H4dhPvN+PlPJEvG6O8j8xMH5AlqfDCXh/gg4Zf5TfVKTatuOLRXtjh6/FBPe3/8FM6beqWuLO7tKtpvw9cx6os2n6f8+mMFMOdtbyX/Ds9s8tThl821qEPtLv5l7/hm3n5I4oRH9m1S+abP8Pbu5n65TPGuJ3YkQ0TIqL5f9cFFVUkZLyjkGnhyXm8MuJf4aWzl+rrGwq98S5dQnllfbzeZEVIjXH+Vca/Hty+/4et2zUUrEvxPudX4JPGrLcof2h6X99Ib3H6VC6ftvCYo58AmI0h3I+kMkHen0/hO8bk3X+FsvjrQGPXazTycIvythuXFl/7wQXvyzk8q1v+q1mX/vDvD71TVrw8UxVSkK2UlD//42SNylUW5y7TMSlxtV4QR9XDhkN57CXtbnQk1YoyLPn8P1xbp0kcc3eVvQsW5Iuf2wZX4b3h70GGlzht3946mWIfiFyv4KazNnte74bL9vqNxbqIfcL6p+0bYofYHoW2mT0YpfDEuSut8PXnw3y2m92vuM88P4ReH7puWI7x/bvire3LXJ4Xu/mjiw/hkcGX/v8bO2ptblHYsiT1NruOdrojjKf+2Pl+QGfcP3QvepMlu4yr/tDyo8P9breL1b+COf2L80Gj+gQV7qnLSfLEqeXR9/nm2Iekn/G2j6u1pceXH5qqSmjCh7s25/+CDPj8YbDb20pw3G+Q2TYCZu7T5V/l/vcbhPs0R3XZfNKoeQf4rcAhe/TBHFxjcdNahqnJVBHfWfb2qD13+eiBLvt13An/R3O0Ww3zrYnjbs7WjlAb+QEFXpInNF9XdkJdyCUR3/4vep9Nv+uH4Z61zU1pL6tq3/DsNOPzy93tm8u9ZBmiW2jnGHF+3YMIS6T4dwvV3rzkiAdW8v6ZE8ZHFPAJ263X/9WHzQn333a68GF7vdKuTBkmP+F9x6kszeZsIuJj/rvGz48y5LI2Hx+XJCrrcpcJ28wbtzclmmFyD0qcv/uTu/1hfgt1aV64INPC+tcq7r8EPx2Gr4y/1uHMsPpVlPH//HZL9/nvPvy7VL4ur3z7+Nl4h/t5NKUy9ey+WBBVvLJVs//hq7+Ir0/kE3zNy6bnEZfr1G1XNhWrxI5LdGEfVn36wl4kxF3U+BfT6p6bb8EfeEuWD8bzc0cjQT6+SyfTj3z9jS0HaliMjOGosFfX476xu7t3HqYpf3jVa9mdBHHB7gL/8ZZ62MvRyrL3fuv4Xjs5U1yhBiDGQ9wthyQlJfv8v++NlpofTEOXH18/4y0HPmv5f38bchF/4ST8T3Gow3TULV8KhP8My8LIQ8o8FhPlL9v43nYbN0SG/hqw70+2S7na52V8+W/y++uCC0d4cyseuapdFxOtvfz4Jp2G2oDNvdTeYF/h2f+e5kXw3r/MNNOuLz8bq7amiqjByOvE0fDuAcRWV59HSWtNdcUvh2XK/3Wcztl9fQ5zHBqlvcVXknL794fqm3eaSkjg7IQZk78nC+Y/zR9AmnlxA3g/jvaKWDPwT50c+zZD2b2y/r42EfV++ox6ctyXLt3OoKaZAH2XBDsYbpB60bguY5WuNjnc8FrpK+54rORamjszzgveHURVg3nDwIX1jn9d42m7I+J5ZmfBjLNVrgE0y8tbx9W9Utz3TQQ/ROv+/G5pQq+wto/5vNuUyZxpTQawLKZVjyMNWpMfG3ZLuNYLCt/e0tbdZpFi4ZF98DZEyEdKrRyJ8bmMdlyELdO3cmtxuxQj2dVC0Ys9f96agTuoDV8PXVUtmnHqaRY/5G6aTcYxM5jusAu/7NR9Fc5iLJ5gPl9/xt/Uy7tiCcauVnZ3iyR2EMupp2dhhqLMOm4fl/1w97t8wrDXBbjbxXw0P9FhJJHCuzk02DxUSFb34IIb7GnvCq9Wdr0eS3Yw7GcjyL7UxnUibPq+OX+1w9L29Z1/KumQJtL6W1dz//G3P6vzmkGVC7ZHnJzTzQLaMF7/4W91mluZw3ZP/j93st+Tr/Cu5crWslnWv/gm7lzzRdvob1GqKE9HFC/kzb4cGdPoI6pOHlp3WVEQN+hsz/43OXl76rVR9e7C/aUZmud4YvhVpO0GK1svn0uN6eJsyPCrRukI7ujVKslts3w3L/yrlj+w7d5RZd1yshe4Lf/l+HJcKufzzt8EGxbfwZ+F9L7wm6hupV/Sy3CXQ88EXzqev3G5bl+DWUXrvb1oMXyl8NeeH9090eyShfG77v/dC0nou4pzQMNiLsIsPKXOfPKX3clMbHiFyWu7R9PJmGGOa5b/MneNppx9DcNGsnss5GX31obvez+PLJmfsy65nkz9+5gPUny/9Y3WXXWL3im5F9TP6mcxf63Lfl/vw7ctu9dIOlMu9U05VvmeD9tDX8LRXkPeWZJRf3zfQiPvVxvlbLg7jCeql6lW4/L+2K9jc9eLGJqa3sPUlzbkdKgDdUkO4KoYJtlYcwnth6++/LG7pJaWnzIbbo91CeqZLI8cM+x81cbai+GLnuCfVx7e6nE5s4VjL23Mv++NvPpsy45zjM1jPKGP5QMkXusPX8jFp1KUe+NjN4i+bdS2M8Oj72sL18nbpgTIrq0l8gWDuBWj7SUv71jYaRv8b3Yae6pul/ZBJ9HQ31uvM+SD6DjJb+XxuywzONMOmhhVQw+t37RPcYBKYyRq5xjC3hzNKJgdqPwvh7LQgz5rkN9Lnji4tuMV6kmRSJn67cL8axZmEqp2yOtFVzyaNKZP/DuR7lH3+N/eX8uwSeOSjapsgEPvXz4flhnaRhZ3fjfw7L8V93L38O4z2ppnubyc5EALZtBN5drcR/6DfO+nJCcy7m/wZ+CeEvuj1j3bu247UvMv97jctM/DIqox5Tx3qzL8LsFDUjAyWab7SSX/G+IXSxtrbm/TfeEHRe0PY5+e+V9U0f3pNb3cLVibZXNo2JIfFSSsbTL+aJoxZNinB3yZrhp74KqeTn7q9+1blB+DDrWpcnCG5J6D7/4Y5PL+qlf/8P6rDdOOIuT7L74fqT7VB5h/D2RSvdb3PsaXuUUhqUiuCMl/BTJ7TP9U/LuJf/oNeTxfMFtw3DU/G9IN6W45eu5PlxldvOuP9/4KdLw3HuXrpN+CL5Pl+CS9bb6UP3b3m3tG3q589l+vobpCH7u4Zfc9WtDIE3kpwZVLRG0kmjxgqVzVvjdvVnnps9oryxvrbutNnngX0uxouaYeS/ukv8g18EFXLaup15iL3/N6jaD78J7rzRDL3w7VPfNx9W/+M8PbJwzXfgqo6qvPn1b4vwYcdWt3tNO9//hLqs8P4IrxevwQS5CH+K61TZWz42ox7h2VFpsvqW/DFN1NtTZ9yVHP31ieRe3uTf4KvHcWmmZapLL8GGX3Ov1lrPP/jbl11dCL7nNX+n4S8+L93pLLSIzEc2g7DXME+rHoT+F72nWHGhh2Lkms8u+PL69Y2FWrYfnIw9udQfkLtB7nVjch9wKhD455l+r8bEvfj5bSumX1HmVqftyZTbkf/4flHtS0fLBI2B7cMlJhWIU07FiFiaGrG4gsIX8S+XBSeDTwrVSZo/Ushw6UkqYh3l+1D2YTR74X1pufl/lzEo2RqOXquX/dQ0St1G8//+NKGPP3SqPbkznfuK+w3J6Hjz8OywjBquvobNR/y5U/tKz+8y+d/bZjNfKNrw1oLj1Q6D78hGrrhASH7Qo/BzoBDwv6cy/xsbqbvCJkM6QWobWmb97yiowgXdWE61HKvL/7jZvlVw357yW/ny1/jfX7L/3h65+m9m14IVwJfv7wptDbn6mEec18bcuQ1yC73tZKruq+MWke0elF9f/l/vUVPhs6vl+/oO9XGZU4n8ZqUNLa7hMif/D8/rlatN3nldcI3RDKauh/D+X961N+L/DssdfYIL7iGD65O3+mNNEv69DZJfeSV8mrCa9s5RTesN1yzpvEraIy+n+NyxNlKvS350Guxv7mkejRD2xkHY9l3sKcv/WGKjK/rJkdlt3S/47Zj7M3uMLy/veEabd2657rX0G+T+4Qdtfgz8ObUI0uLx7X79w9VaQJuacvpmi3KSLDAIImndWidYl9m5+tRWzceZsv/qH96e5chmPzdpCra0FI96aeEfjZLtUhpS807fEwt7uLGOUtVRpb/LBf/jbGFFOK88kup1hOvUKidOmFK7Vm/76obfcLX0vPsvLhhdW+bZNYchXW3ddsi3xt7S6a8zw9t23dv7eUcf7Dsrv63xvb/Ec7n72jsfINBdZ23IjN8XaCWcxKk3X+Hp8VTUu5Nw95l1PkhlF3MtgbuBT0dgv4e8auXYtzRDvS/CP6W2+pxv4INMNYe5yjrN6zcbNTVbZUon3LWrs8KX+/DFMNpKfhJ70c7SBME757R//gw0Lo91L/v8b2wT8v/uH/Gd0dqHm8zl0w/OBLbTqZR8bkw0Wxl92nxXMd5e178wbtqaVDE11Q2XDfLo5iWaheS79xLl0Oy8iVt8bD5ULgaoeXXSY3m+TC8MvJMR1SynlWuS+7QTpDOUq3zBH+wQQ09eb5nFovYdwCXTKsoe9NsgX+CDc/qm2L1cqDUoVaaYPIes/4f2HaY26FE5+ez7VtHyuZt773cvJ/4dh2p0TIzSRsbfJoF1mLnoyFz6Gr6XCINPC8ifynCsk3g7u/UNEe/4I/DDvjZHjir8ber72ScdWpqZUk1NodPL9+o3iFEErH9JLYNHxgTO6wmV3i+bXMnt7wHaAj6qmW7Txu3WRrZ2Lihr8K8EDdL/Z2HyrM8t5xiDqTrj922/rWxs/QO5RvCzk94uie/WIG8uGuPPRXEfD+W1Na/X2aHu9X1avvKc3vGxqwT+ErfPjd1eEvs7EZ1li/+ZM8i04MCbRC67//h3e3nZY/c8ZdJhKFuoqVO7MItcsRvdEOSvQ6XuR6/G7vN03jQ3O2aGoTZExrRYw0H7XW+ZQv/jalMV7yqbmjbzbvqnhRWPaw64BQ1+rXGz5fpS3JQrdUvLys6oE/ivLZP/16jZUZpYze6jGfD6mGKW40ddihGELj8Ez8IfHTl+X8M8fz+/hmXB/xs/6Vp9MvbuaAe7JeTBpimXOKwqgpfW3xuVAhr35fawadC3wI3nHd74zNfPFegQb33Guy6rpdi3DpJYSov9N+NlW4ssiNiRxrF67dNuLlHU8XwqSn4cik6eWZ+CDDvtvUx5DfrDMiNT1E41aR6Of/jcKmXPmXY7ebDT2or4xpq69dJW08w4zV/+Hp50DozyydTubk/9Q2xiSfh1LyoI1cKbL9/Yfu/Yb5O2HpMbJOssWM96tg+MW6sfxt92uZ7asyXsZcVLF4XhWHN2XPv37gz8L0nc/MutVsFD18leCa6vx26vtry58E2XF+X1+CDJz6zzVVvZkXnBauSvnxCt/D9jrr3s8PZTdreaP/w9ves62TzZXH6s/IqYHv39hfc/qhMqjauXPXHBBnqREMZsHb6obb0Ll1J9ozYzW6l+ufpqdV7HSK3N4jp/6dPr495oh+Nv6e7rNpL8J6qp9t/vmz9ogqgbA4TL/+N5dNO8jyO+K+xhLzI1STk6d3Vf/wT4zjzL3b8OXa4PDva/+HKzf35XTrlQS/X4Jty9/n+QX4L71uvi/8MQ4C8JfGyT+5sfk/8N9UP6bjiuEzHug61L7c+z/haf+7r38Z0X2YStXvvUJ//h+6F/xaRvOx4fDTOOBqKc7rrG4bppS98kjzGdTYWaJ8I9jbvtJ0RAl/y/+43OVk1b3LrUGZ+PZ2wSIdqpiNVNqQqYH069Ib2zbLDClS3c/EPlbkqcj0UP6e5URYiI+fon/hvh72uCXft+DNd0CIRworWu7GidE7lN6+dSn9x3bSKHF5ETYZgE3p1nvAJff1bfYX38v9bh2rfLtbX+X5kvDU7AyNvjpUWJ/CtWqhrcpSuXFa7hha1PL9OCGWTl9/wQcfXZkJ8DaouV2k2kxrR/orddM+fIQ9qIovje7+CFdQPc6MUdde1cijIbx+rEd8/2g9eyjl+6rD+HBoTcO3DYunkKDWR/DDlq+cuTrCXp1vv4TzF6Zf5f38L1VJzZUpNlbbv/4f4d9MXd1xe6kmPr/wR7ry/BHVK5W/BBkb7YTsglHrVhxTnikTYjvNH4u4sbZf9cEE8Qz+4aHl9G5249U1qsMOcZ4NRy4Zqh9FuZXTUv/0N8IaZrz/uvbLnr/dnEhcMNVr4ILS2GVJZF6d3N6RjXIL0lHfyPFJWFLFjl/rw7G6tnXNmcZqy+Xja7V1Cf26/gvJJOuNUkosO21Cbc/9dYVvikm93tRbNVf14eKPSufP1fflRc14fMXw81b6N/DJGwX9d4ZKsQd+z3w93+DPzECPnP/BRVJe7lB+Nqx5NQqi11E2cDT196Z+y+uTCH2oIX74R7TvM8Xl5q/Csi/y/7+9/YYlj+CCyS15BK9hzwzxtLbXaLnv/L+tuCCG+Qwplv+W+bT6irSCik0fLkdnmRvN/D+27O59Vd3y71PE+CD/nqPbOLJRLVmB5q0vrfjYrhkfOzNmtCXSP6bwhzGutd/cfOPLw3l2+HHkuv/gkyy5Zfv3G3H9bdWctlSjcp8mpdseq5EWo/1e1Dtmrwruny+63jeqTdn8Q8n7ZX4tnN2beGYTT/L4fcbXr1aNUu0nD2rh+XCbLW6ghcN3qaJUleX0Fy+/4VoOujf+7V2GelVf8v7rjeSyRn5V3kbmHfV64cX25/f4W17JqVGvfX+8uUsMM2Jy/6bjdhzn+fXdKOK3MWf3fuSaG3tDl+nVRs24y4EGk9Y0rh2OQ986mKaGML182iSyDBXhHoRL+X4L8txpof3aCH5G/PvR5FdeoUvxfHJO4ZfVab8CiDRfYX5Fhmoy92ab8OJbDaFq7oLX1Kby6Wqwgc2093vt3yON4nixWtVCqsrdfN4Zmx6MdKdRn7HjrdRu7w35vJa82EhO5PwSBWZ4eZdH/xvIe0tzSl/ad2zKHdy005Aohvv1Dswy/3WVNeduX+N/OE3P+CC0nctWLtObylv7kkSO/RJr9yXQ9iX7+TV8v++M3W9ahJdE5lyf8EtcvevWW/BDak+D9w16/8bR+j0suJW20Uel3dzvR0rGxyKiLELDxEmX3/GzD6Imb9MmQvmc8Z77uht8YtK3ZsLGKfBfG132nJPSism9EEH7+cBB9ax5f8bRXLrWd58P79VkyTSpBv79xto+LvH1jmaX7Mz9rD5nh3T+/oPQzWRo3coMjftw3NqlM4IGfZtWM1fv6G3SPH61SV5m3spUkTvJ9TOD9R1GjiLEbu0+ob1Pw/Sx2j1xEi9trKnHWn/SN4fId9dfoEW6c39bSjdTWWSFrFqZnKaZNkpdmLB/mh/f66zjgNOgvjtPtjWtOPDicme5SvsEWbeD8L+Sa5N+sRJpiGe06BZVI8D2tB6+H+fGz3ptVIX8Cjynd2VZhEI3PaurZqua+C+bmMxnlJ1nrzTY/BLtWn3L/1jc78N+3M12ZCTmtymHw1VHa51h1pA/7IJOsqP42m6aPLtvz3zqc3nJB2ub8ldF40spzl+tvG3b6r4nQtQi3U51iYXPaRecOZawXyO9ataDvjmV3XHfCjU4gT99+PHfOESfPWX7+xuon2a1jrNbmvPb1u9SD+1w6Ijes18P3CL9Puk0CF9Guq87YtkYNqX1dkPPS+6G0m87X8/cI9ctu3JXu4bTqIswJtyX3qcEz8bXoe4XpT99T6p5MGWQUMd29PDQxUPp5z5p9BD83hX42ptvDD5+087Q743CJ6tsLStN8H1GiKnZrARP2fUr6w7xDheMd4SN3gyqvdxRXBvdxpI4xxy2ufjYxVK/Hz6E+SqhHRFa2kHutg6ZtpldgbDLY2IuX1/Gzfy4uTd78M7Sba4QOe10S4x4o8H8v2t0N8JL8p8Z7WpTdd2i1JE/ilqh28x0qxiICbfI1+onW+N3v3HO7s25NBeb8vrQV1vjZ3sv3cbmfH80x7vxXH4/NAR9XDVWgg43ZfDdnk3G/P3/4IS4bSVfQZl/vsOEw7TGcWNwoc5P+EsvpZ+Xy/14ej+ZnTN/B33WL2kLwe/QJoQvqYu4dl/tcPzRd6lqzbzfwpc32ihtN88Vl/9RvlY49knzs0X/bkw9z6HouihtjcUVTUvrvjcOPa1VMvSD/Xp8mJ2RyXyKpxsj3HMtBu/HkbfBqL/jaKiSuDnko1Jqt+/j5s5x+XkGCMcH707k/WpxdNtHf427uH3nWT88m08tIS8/bH5mRWjLb09VOXOw8W/f4aiFQfrK4bNp8Bj1B7KE/+C33c3vi/E7ubGtfx95fH3U5ZdeDDx5btW+H3P/w321Y/4ev3/jYnRZwx/Wr/ZKlN3zihtpR89Y278v/WCGuZzbGX+7kBBF8nJK8TYk3by0jLyxIDqcNiLO+H5ctXU/c8T/F9ZqOktT7wjWcT3Kt1iWvUGG8f1IRu5QcJvcn/Bp5O966UF/DpXD+w9luK0/D3v3CnBi+3vfLnt+tb4Xh3FfePPn9C8w8T4CR66G0v1+Hudp8d3q9IMYr7H2hRyVmxP4JeUVcYaJU2Nmt8O3xSeY9apxtl1/GCxpLiLycO2l9NppHFqtZZ4QLtLsQ7a75yuRTRfwrV0dnUbqGMvoc7tBmXaPw9LjOs8I/DmbdfqhasFkGlH8ls3/h3MCu6Ld7q2X7gfjVawJiwc6lVEsv+CCu4/k+PRPq75/+FZ+HTJ5N7hFLtDPEvXw5iaolf8Pbn9TMRx88eQYfmDlr4Rb917+X+vDxGX9qXZ84X9xIz6P2f3zdh/i5124ULUOPQib7h+8ke34IsV7t7uFa9Zx7FLIVX1ev/BFjXGKSx+CGg9/CA8YAAAVxEGb4C/AefhoNY7R+rKtHH5/wwSTM+XHlxA26yH/+H/N921fy/G7LvVS//YX6qf+5/w72v1w1vhySTvzk8x1oMO//Bh3I4LamQnMK1+f/8N0wqPLpz+C/8wT+CDycN9LWVNyXLrTAi3xfKaDsWEffw4WblRfU5YkY/4KeVvHdm6qIzLrcvz1vDKx4bWrv4IOOdxyAS+8urKon/8ulELHxvVPm5uz3Taln5Rfwxuf8N1X6jU3XWppFFjjlfwQ9U9z8L82VWq+s9kuX/3D3Lfc+nIduucODqVIEiD6yfL/3h/mxk5Wb8r83YaO/9eoWJx+vuHR7K9/ZmpNSDXw8UuDajSdv10GUdbkNhJ4WhO5t//D+LM1e9u6yXUE14chwi6TYjl/vwQYTsh5UmzY9h/3g1Pbe23PXg+m2GFXuNoqRqCaucC2M/GWW4fezimiGVDTLfDPvQKB6dOX3onD1MVjC6NsScXa7tCtbGCcrvlD9xl9bw3fdDap5IjypD3Fm6q6plxeLiTWr4NbLv3WPU3P+NutbKZJpWzvtGoXhZaGteqbZlgr4hH/4HkKTFnn0NLl+l8buy/Hqn3Mtg98tqKS7BENQ8Di0N+qn+X+/D991HVJOT3k2nVBpSNa7ytRS/V9Dd5ltVfZOMUZ9QGa4buknCqVehLMMbyQ3xuDscb4L82rG5dLN/V87YDHlqCDtLaKoYm6X3/G6Rvz/lobJlxX4ndiD86dVSic9d41Ly/r43CejKbndr6u/Fyuw8eQwqdCbhS1M+OC+tXGwq1S36dnLJ1fHJXbCZbvBYEcnpJVjW4JfC3X03+W2iqnRuFTHem8ZsFxjT429z3N10dZi1pbZBahzSh/l/9Q/u7S1CO4pHiV2xJAIXmWlFI//jd7h3zNvQ6JT9juOBoHXpi70Ag0b0a8iDIbX4Vvk0Na0d+vgw23cOyb6yT+H/a21fcQ9/2/pn7dYcneBp4cy/YcNKLhlcKX/1LrG1+DCrr5u0gPXPTLxkF08pv4MK73nzB1JX//G5jUZj/p8vP2mkVNahh9o3/+HaulrUS+aNl0tw7f2/8M3Tj+LA84+G+OY3XP/nxms/ZX/+L017v8b5IknNImZbzSur8DUSR/+HeGPa1q8erP6ntrlw98E/KxN9Ysvuvhjc79x9Q/Q2h3d0//w33KtatuVdFd3DllkTTxK5fV3UbvLLOUSV31C3nwrv4Zt3NvR0dX9eTjZKfL73e71nL/TfGLv+N6m59/hRqQvTeXrmFIuyJ6Jx1HYdj/hwkRgT69+jJT+X1rUaW3buzL+MrZyNUkKEdx/lffy/343pF0Ji9qhdpXlaYrc13jqZto95ZjJ98Kz4pelHVqGJJ+1/ZJ/ZQ97cogzXWQhkLVfj+x+Vd1kkv8O8qzkh+MV+X+eylpfX3D3dw30p5nVi3j4R6UwL+FO09lTfJjfv1pQx+FOy/f4K+aI9zNcl4kz7ys9+CmqZu4cSGF7Xn34IO77Mmzd+KzIfhjpf8EHclk6dxvLfqrmL3U/+F5pfDdAqJ3jtqHV/6NHnN64fuORdtL5bWW1Ywq2pmW8Z9L/6hjq926ypAxcy9mZAwEN/G8hd+fmPzVWqsqaw5fpSS+vkeet8v/0F5G4zNG7Nm0wu5TGUm+V/wYX5xm59tz8wf0e/Xlfgg1kbPtczXX2giGdKvl+vxs4UXOb+Gmn3cu/VE1XH5k3L9fhmIeECekz1RxGdAVw/FWXm/8Pbu4x73Lellz8obQMwf+GLivNLttH/8owuTjAs/jd0V9R5imymYzL3Kqt5QgidmZ7tQp267ylJ+DRfQYIIPvjSY8bKcD77+X/vG91MxyJx5ve6jT4tV/0X/vBBSOaclz7pqUUpY9Cv/l/fsL7n/NtJI3RBuItgicood63+Ge7uMMyo84+xMb8bRXvk+Z+f+vzhQ486aS/t8L9SlA5sIpwjlCpauFPy+r+DDJyfDL38IxNe0XOFx4atyU0/gsl1VQrCXxfq9b2/Bhjt/cuL87mTkHvgts5fWy0ovwpM57Tbt80a7y/Ck+/GWef/vbc/Dttdkb7r7lwoe/4JPLjBeCzw32R8jyz2nY/PizpVYL/+CmnYxTORrZsb7YA082eOvDHk1SCurfvBN+ft+CjHvP1SJV8PgqzBZ9iDac23t+Hozp1qX/fHmXXKeGORoTKsYv/BDrdvw9NK723IvqTTC6YzlzIh8PXx8esPvJ972pXV1hi+5ru6m+rYRccc//DOsznTISpu/8v1+CXu3cNyJy1vjfiHJMq7t8ue+jMHpr+Hvn16amek59XzhQJuPz9aWPwScX4Zf76BBu1fLuM7dq+9kd3xtaR+u7pv6ckdSNOJzo5ZmewT+CvO3IKt83Xw/G5u6v7y2/OLr7MPsYdX/BBuW7O1ZHKRveOV1XLy/+FbuOcpqnql6GeF5r8Gi+wT4b9mzL+F+NxyRP+bzl73nlCmCZVh4NueqKW/heeDN8lW1H7DFnBnGUHV/hWpy7dtM/4LbZQf/L632HYuX5+tT35fZu/4e3NviDtRnf/Wx5E9Fb5vtqD4Jt07tvm/Cnl2mTGJYeZLY8O5a/fjb7SvNrxv7tk171w1tLY8NN1l/vwpP+TX25djzc+aI6zYfDUtDfX2GHsEGHy/64Yvd87bN58/8EGO4N2d7pE5lrK9sIt99meuIhLTxXr4V3tau6ug3nPsdvRFr8EENYxub6nJNryplQk3hlCJHtgW+DC+dMcqP/ih+u+Yt/4IJX9Rj3jpDMQ6H6NsLHstdtKX+tMRjTL5MZX8FXTKZmcu7vg/D2+1qV5IaTtOPPHRql/8Lyqn+NtVPRizZ5KXIW+GZ/1xGHwZ+F+O0vPtY7KtJ4JvlZqn3xufcmRVu1SSn7jagk+TuwhUc2dH8MSRX5uTxWB4we3Qt/5f68bvPg9VuY2Uvc1O+bmEpsIC5YL8F25ZN4aoWz/fggl7b5petfhDWPTn/D01OZHNmQm7evWH5ez5f18Flny5fauvN+NxTyc8YrRSXukuSMTftyl6ev//4zueuTmB/hWy93l/9QUVMeP8Zi5rtL78bIWf969U7vk9ZxLM1tD6GdZ/4IOPejdKEL+Jv2qd+NNrmTDF6/wQWq4bwB9my0r6K0ndfwxdX4RZcjc0C5tDkAVpvwU8v1kxPLkvwTTbhKeG7yy/3uMnb+OG7dJ4V/iZ3+3mz4I9NLl+epSRq2/Bp4c50002sEvzlL8v6+Nk3PuGw/be9hFN3mnCOHvce/4Yy+s2LsXC7i2YX/4YwReoJL+79JL1/4d2lNVvbuvfX4czhA22/gw5W+bV+0TKZZ1xY/D8eUzyPcsHx6lz6izh9f/Ez5tZNf+H+PMuRyXvPusx92f/h7qqRi3vNhdnCljNZQnDCUffwQYr5/ys942Efnr/+HZWvqy70+/D91OQXlCRFfw1k14Wsx83/y/r43rJu8OKY6iMP5eapfUO5EqyxM9aP/9Wy/v4ev2RuLt1kT/4OzDku3/w7LLusPcknglaX9sMXzYxL/6h7G0H1qb9RaZ+NGd+/CGruZB7Y8ztlbl/7oPXN+6b6vqBP63070Ev/jfNGX7EyNWTZfEof0/xop5n2KkMQNPBFrIfYfGyrnLps6nd1y/sO+0+h+H0XVzrf8GHJ938ghD26a3//gsnxj14d036ukH4TtV3n/wjOgmGKE+G+fx/w7a1jr5+T5//VRhm/s6l4dXFl/1wV+5drIMz8n2F/Q3PiqqMrPu/u+oJa3X0vy/b+CCEePULLp/f9azms1P/G1xOfI69yRrmzihC+0otFeH89Q/XeCyHv0f0nWjlvwxHROV8PGl2fqajjmtIxpmQNGHgz+GJv3NDpu61qdUfbaDSJNaCmS+Nmyf+akmP0ndSISd3//DmXT7r8CrwYS/4Xk9KeBcvmH2z4bv7fBhmlhGlmuKYX5ZY8Lf4Kt3d2cqq4BMfhflXmfzCkE4bks//FSwuXu++X/rDNaFTNQ+7X4YnYbB2DQvru4f3eEGRX43YhTnlQ01No4iY22dauX6/BJmleWX+vGy+95t3H1S/+1XNhqfL/eo3m5tqfqVVL2E7jb31Cm7rQTY2ktD7pddOHvdyddxuij35fYw3RvL/9jb1ve3b5vUBFSKrfYuj4v3l/fw7LnonuT2zDfl/DfOwHS+/4bxn3yqYoMm7Gk9t/4ZluqfYZ43+X3SdQ7J94rHadofZ1SlbXOseEjTHnh2vcN7TrF8OO6ik+/DVp+zQX7B/t4S/gwtY8cq2ZvMEP/e6VyN+H5trz5dRq5aN+Fh2/B5rwh//CmZtqLfiH1k1YtfQRqGKHjVE7O/hLZGvhuP4/bl/w+pP4J9NaInG+hTfggtz/yL5sxh9G26/DEZp7quqvLPwaL7BOaNqXr13dvwWl1Uqj7Pyrxt0md+pI66nQ+mxZuzy4oy7iD2XWuNW1+r/gk8uFF+CXk3y5Ve7zT+Lk18vS/gt83vPuW91BN4nhtJlyySIngnv2uTyvwV8sa28+8VeFaU8p/bYa5f/1i/BMUkunT6Qgz8+b8M3+oEevn/F0v/WHaexPQxMfqp80j9yPHaSkNB+4Ohpl7N5/fxtM8758ubwyKlJWSzGf1kWNP+G8+8Ext6m84qFk1RSw/ggtbfMRMTu1SIcBxeNuKqk4YauEuNt/C+R1ERrLnHjvP5E5r+Heptkw/f0GaNhL6MChSMEsGmFgzhlLaHlWn/gjIOZbIj6nT8FOH4/03ffF+CW3OT/C19BiPr9U1qcdRSL/8XdT/NXy/V+uH4Ib3uV4Jt2uX6rwS89rjKxOrwsUMvb/P+x8E+ljZsHYM/C5KV1J/DIG4SXHP/8E0uuzV3e34VlkTM0kS13Z75GCfXL/vycKcv4INZMfW6bwfmDxBZsPhifibF5ou8qcMUb/4JK19l/7wt3LuSI3VFnrL/Xvd3XrWX++gX5bDjwiV8KqsGWpN8+jySvCFdyyzfK19eCjPG+7RB34Kem6uuq4K85XGH1kyDsMVzBp4IL3DecXe3I3zQT7W9C44P7joy82dtWhr4e7Nc35ChfnzBEf/vNqD+3YAm9f1n8bK/UKZF0SnqNfXrpZ3Z+FL6Wk8+1b7ce4q8Lcfo4/vf0fFExdhKf+HrkNu/eakZpXTMG+QfhLrziaEN36Q2Z27loM6uxXlCXsZ5UwxuDWhypS81y/64d3rnrhBl/k20xhp3HtwXD8V6mCy/64XvoqUiBX2ZD4cR2Ddb4INIOOlkzJs3gjdJwpFiD5R5jai6auF1bt+HaMvdy7d0I/uePMB2bjbRyBR0fLgut0+C+skDVL3V1gIvXfvwv9wNOjetCvfG33Pj3lk7oK7M4vhiiJiS0/DNt/wmR9zddvvD/m8uiGSR59wHVZlajdGKXJdeC/u5MGaX4uN6f/DZc69f8P0WDPw0KGqeIeLWwTfD2i/4WE5+D1z1QUC5+y9NZ+iH/wT4b9iu/2/cb0zmfJ3Le5f3O0MrYLnj+n/GzZ6RtxXdzZL1tbrOjJaEWKOV/+Nmf3uG9ARjaEVD72sGOcN45TuOzXxszrOPz/hBPLf5sxTW9RqOYZOJkTeiQqHxtSZ8tOOZtjLi6ls673+eMHH8/DtulU21Xq43Wlk3yeeX34hRGG/8EUehC3038S+3+N31fEr8n+W3UNbplAiWf/w7NPhe1z42TDCUrw7JK47/4Je78O+c/PZCDwlw0ji//JSuZ3wQZtXHJI4nhRsN399MoNMFmyl9/wQEvO3w8UTL3i4aty9qjyL/wV3rdXCitarXGZfv1BVu9dTs7eWX+vBSW0RLNup0HFffhkpWkGsveo/p/4M/BOTn88Ss7fh2+qpIFjKYy0fKFwkeKaYZX1nRcv31h288HniTO4Qro836y9Pl+tcM33b95J/iMMx/evxtz55MlxOHvd69z+z/8EUaVQvkGy+9eNoFY/225XTkzW/012xsizRL3h9eN7llccW92jv+quNVPGZ2lVoIkcv69heLzKpdn/w+HJ39r5fr8LYmwf50W+ZdAbjOlt/UwE/wT+Vs344+Hdo0NcbqjdD/AYlxe84SNrFXxVsmd7/Dke76/DaL7e9cbahfEZ5d0Wa+kaN9QpiVpSeWMe/C/8Nebrq1x7SP/wtqzWSdQ4+8PZ5/4IKNa0ptpj+IzrMmVf/Bhw37Nf6GZYqWcvp+DTw5kfrDjs8F/y10l4Xqc5RPSlUx8iGDzwq0CH8gEvFa2otsi/v4L9sxf1aUPqzoZXf8dTuFnJ7upFs3NfwnTfcuv/D9Nsib5Tbt49lbAETdc1+3ofv1DuTVuFlW0eW3dV6BVr//h61A33ddxLmdVdfcg//BhyY/Dj05JrZTX/wXTeqZ/+RLxu5Ju3P5uzjTcg83ObABZzi4bRSacooe/hvk4ycGlFDCmXkLD0aRfm3h/w/jugJ+s2n3ny59Yypkd0fqLh63//h/J+ZC7WcPVUWBRfkslB6kjdn66+NxleM77f2o1GeRpfGmennSeOP5Cf7yqVsE/4Um8m37mF33375rLfJQ4oNvD93G3B6thSpzlzTRirM+ZUVlHX8KTl2Tbt64SP0T2UKV+WX1/Cu93fihlmG0Lf/4bmL57jDzBObS1+Nmby+bJhXn6Txp++VvMOB2Qr/gw5a3qEuXissIOdqQvbMHvgq831HNEsfr/sv17jcl3oPPz3PP3VZs59jJplv+GcIyA3lkYp6Agz3fD/CN7WWezCav8EG7eaT8/fW88v+Cu++bI+zWK6UWI/BhDeNcVTiyx4T/DMS0UGDUv/FeN1YUe74IPDeaNcWH7j/umDjZOv7/wWQ76F81eje/OfhnJvV9Myf/gm5dytXi/BRSP+sCFvhHPwtwlvC03r93Ddw71xT0eff85VCLvx/F8GbwQ8OE5Nb/B+x8PbcnzLcpIt8na5kSLKPsljY1S/7WDDjgM/n7Qz9vdNUZFmm7eeI+C7NBYsvfX5NXON/D0tL638plmN2Wv/agE51kS0vl+1VxteIFjGWfzXuSe1/QLUsTz9OlxNP7wlt39Dcrr3Uv5Mz4K1/JZy/xFy/U+XUWtcFPm68Q5xnu/CvbVuqfTUcL2/l917Ccmctb3r2gQ3n+sv9ah+98ThUMHu/VLFX/CX/SDv/hnFeVvRB7uf/wrI/F0k2Fv+3NzpCUcJTL4Yi2z5MEavhrD73cfHiXH5f/sGGMtOF6YxRYdl2cFKLyv+F778PZKm6oVvV88nRmQl/v3CuN9+Fva/Ns/p8Ghf6/7BFhj22Pwt7mk7Ve309i7Udy/5OCWXQyZwb6oyJxPlXuf/4JLvs/BDrXN+HMI/k6q8s/+I3e72Ve4Kpb60b5pHx/8vwWeW2nw9lvxfhm1i5Z+S3lf+CW60l3zH5/VVSf/4Vq4yGnOw3EVGXcOAn1y6rBFTZocAl+/w9HVPczYeHZGl6vmUlD/14Z6pqXur+ve9wHlAAABckQZoAL8B6eCYOZspT5zvxvhv9s6nYQuG433WRmSVv/h/s3e/cZ0gydeZTHoz4f5jrMf7QjSzya241p/+N8N6Wa1ldI89+aUqKdUqxe4c+X97wxlc+qXGto8N3cwh/fQxJ8v+1h/xlkKzhYfP+LABv65mfs7b9Q7y4OonUPaB/R6puU48Dkjnh0hfrw5VZes7p//xXVPl68V5u68w9rwRctPWX/3NfT+eqOphfKsPP2X/fBfy35K4fM+wqNFIGnQXm5My9u6/DKk6O33wv1fkXX0aJOaPafS6wW5ffLf34KtWvP8/9+CfVSCV3kF+CK3N8GX3/BThbl2Pc1+qnxfgmrW96YfguuUTTrV+VeCGpslzV+GtZuvw7LKOi14IqreCvBDtVZBt4WLJpPpX4znPD5LGCU0T0vjZMSve07qbUh3O92aLC7T4Zvylmtv40mpNba7N9azhajZEss+aXwnTIvy/+CqqQwqnnf82dl/fwW+Mrmxdfgll79VXBrfBFO3bgrw5aTN45x7TUPIsReFChvK4qy6p5EqT/NTkjr1Gzv0w7TEVdluu2+PtJz5qOPChmjbIjviggtMXGoaX/7D1SR3PzXi7+JPpxzYHmnk2PPWX+6w/uHuu9IuZzpZVTIwV6hcyL5fV7wYG2m5M5f4asz4MCl1Q+PZvmyXx5yYtoP1/DEZx5u0Er5qY3fbNKdn4ftQ19+6fjuDil8h2PLx/nKvhy8zUXMGfholqoqeYem1gfy+vWHocB1jsuHdktW5BXBMJu+zoi6aTbw38F3Ujy7rL8EFVJm+8tc62EDiQd/w9nsr45f/oEEZVu54XnUhAnAX1a2PAu+dY48drnChqomt/BbSu6k/Fl/7wR3apZfjaV3025P48o2uuiHkEsjoDHvDcvvrjYdOH1pTep1mFod3XaPW9Zw/bXvvl/vw9W+452zQrw8RbL4d+/4Le7sZbY3Y/C9lu3estv/+Ha7l0m35N6hvfq7/8bbzx7c+o6auT6X1SvkXGw7E6dX+HoZMskd1fgvrjfOu9dP1uDjS0e4Sf42lxtSYG/db5+TLp4LF77a10RoJnNsC+38O1q6hHk2ZL6mOwhDehTW7wl0E3G/L7a+CqyCqthV9HpqcM6yCAFF9r8FXPxuyQjp+EtLpOXfhm16gs1e72Zpfd5eUUGnhzBVlAk6Mua8O9Z/wxTe9K1WNKVY+QeZEMU7Sv1D15TcO5Gf7i/icLDdLBQYmemz+F+Hwq0ZNq91wRGx6U3WyhL35dgj8O93RYzvlisX/u+/NL4I82Gudx8FGV9VRS7Fv2g7StLhwe3UnmOQhe/uw5Ntps0wf/jfdrbWpDhrgm75eR9l5w53VeUHG0S/lhE63v6vhGqLyPnvy+/WEJ+m2DOxcvcvxnn/4Xve1qcX4aX2TFWIvgv6kzaeaWSO/Syfrw+hoPHmnvhepFJpyX+vJE0f/Bh55F5+skMayfTU5bRhqHm+WXn/+XVzO+H973W6r9szVbcwhLVL31dY3L8QNL91PI0J10iWitqXfhzu8Ed3FkTZoJJg5of+GeGPfyEvtH/waeNnx97zIndz/rb7e8LfwvlNk27mtdV3gR+jqf+X9Vcbe/DL2epPPe3B/jmG858IuOLvaw/cuWqzdcyrfxnR1Vel742mPqs7vhb4/1O6/rhuNwr/8NU38vuL7YyUO/hu72ms7hq+22oyKH4aml6/sD7UWUN/BLUnG1hE/6/G5OErmcxvvrWbUmI2JuTf/ggse+Sxvvu+U0C4YWePBtIuE0f/gtwxltXJsH4L6bqb0rrHcU73/DFE/nbl+Hf//BdNKZltSsLyy/30F5OXrh7lXn3sV//G65e97vtGY9fMiaGgxvh8EuaSezcOPMZff1DeaaX3SP/l/1w/MveJcbhuZr3X1gSVIekm6+DRfYXyj033c62Fvv/wvbWiHZLdmtlD4/SP/h3HaLq+nk34uxMv/wS5/rl8X4Y3vuqnFFG4hol/4Yq5mbPLZzpTFs+0TlTHBZ/wtL+RZ+v5JGrL9XqNzpvxAsabutzaYujDYOHRqYpEKsOxB2r4/4L85euj8+TS7do7N/l/tcEEreHzUFLxqak49/UOU56fg6IFS/ih2XSs5h5Leo+Ce6P3GerbLb8PUVT6p75ZK8Im7DDEPpo7kfj7znzXJJ/ipX+bHmX9/G+a4MnVfi9bMx90okVO2LmIuQ/19DeN/m9ebsi1e3fJuWhfhNJNE5LpfC0uW2NernYFP2B9v/h/n3Tjsj75Q9gRkP4qTUf5fp9Rvi9NabzYXL85Q9cJxpvn70nBB2Su9vVOXmkXf+uH56/iWEGfgi3jfYfhS7906kHTGa8vcVqPwpxmmkbH8+5nmjn4fD8dw/u3MqJr5dvhE7XPr6sgyt/irvD1Opsq0E34r2652Z4f+NqsfOU2X9RfLJ/NN8tf6I2oG/dRtV7hsPJvJ4hxltzc6Uhnv/W7japLfcW75bli/dYsXXeuHIi3WEGvqz/h2vbVGe3H6HvRGGpNXi2sHEUmUcURg2Myut1D3u6Veo7Rf9Clzfn/xuXPDBITFT1dpcUgkGVswTeWElq8LZxfAQPWj0vgp3dter7kFrvBZve9yZ6ffjefm+bdSby8/Ue94J30n/8P5dvLaWpsMwzcM1uVMn9fjd3H1EON3H6rfvC/0fjDDd2+QXbofl08v+thjFeIcfWSiU59Zguffh6b1ZWk/EP8wuSWp+hyq3uPEJS/f43klSKdLKq7TLL7jDc+XcpfLH4WheuyldI4ph7pf/l/WnDGELXH7n34+SziWDTwT4bti+MOPXbl+N5c+F9FFFOTGvlmjLxcAnDQb2Ph9sz9pp20CSzfuF73tOIwxY3kCIyvgSvZ8m/BhcP6Z8Y99Sm4ePxtvd7B74ILvCduXXd9o1OkJ67qtwfKgRz8FkYVI4eMIFqo9Gneu++4+N83GFa68dz+itLIsxkpM0C0yFiPagpf13DW3Cz7xFkVzVsX6olOOSqmu4ILvrSI8v66Yf5REktXz+DCSDR4y3dLshI8p/4Xu3a3bX80hgJhEewRDKXJfwpttO3qqa3noiSj8bShvzOXduPkyk+zfL/x5qtyBf4dw+Vpsi6/t7tXrv5GvCSfrOePNltPfD8dVtzIRdH2t1GnS8l/+Hc/XNkToTSZyy9MHQ5NfjakH/hWU/zfVuVw9civ/w/Kv359jnGz7h/cD3+F964fh7htL91eRt9w+O/33YdqLw74J92i+fdumv58MLqb/w7yxV+4909R0XWh9/+5/4M/C83kzLdDtmS6WsZTbhqATe+PfZxEn4e1Py8rYbPDPfq5jIvh3TehtZaaWT8bNOop1pTvI4uZ3W/sN9VPRf7d642+GZpT5VhuP3xqkU7bcan610GNeG7l/DVZO7f4Zff8K+H3lK1bvBOiHUlHFhtc41pO5+H6rV1xrEoVScO6MNXawzdw4LOEvgvwo2PjC7H+G1fMfl/6wte2paq75fM+1ne8r+HuTLt7lvxXIMkW4ZvfHFELS+GZO6Yzo28v/8v/0DDbeklL1+e2/4U7kwlUoTiH8dWroD/h3JbS3BJv/LjidYbogi+3/DV5sC+wUxN0+Ubth5bpeNpLqTddu4exjbWH1KVMX/jb3xJOK41h8n2Leg4v5AhbePl/fUP6Ub+1y+62laX8L+umg/uk5t4zU0PLk5yKrn5lJ5YQv+war7DmK7SU8P28/v7C8LfcboKXhkehaFmzY78v91gh7r9+fF/J+PHu/sGGfF4ae+3zOLNxT+Nyfd5vd3efNMNJl+Vt//D3J/TepvFi/kOItgZrWy+/2DDIcOGwnpOi/iAl3y9H6Br/4a456e/hul/w9p1PwyZPP38vhnC//wQRmqu7rUck2aFHIqcNTpP7Y3HjZrPwzTPAkdQ27hgn/y/WuGL5u302YckCaOXZLRfClOrN5pBWYe+jpD1tl/d1D/jfmxNqkTYz5aZkGX/rLdtZz/feHolx3vM3WjrfWNlL/iOK5bzR+G8x263cOrxpmBRpqhYfhjLzZtrrn1DJm4Khq2n5hRIXa/BPLgZHSPrt4b9Fr7BDU58WKDPw0Ycr+7Uk+bc/h26R/jS6qsmllzdY/k990pT/8VbGkTxvHl/z8FvJpEF5rb8O0948v1J3NMM///hW7X75PaXHOYv/jZ5Bx4kqq94wvu49RIrjKSqsS2H4v80Sr3BBwurwSd/ne+N9xnRPhmcCbw6A+/5f/cMXvSfOkixUa/+vxsmxxeN9cv2i8mv/UevoqLzBkOV7VVeSH/DWS1H27uMLf1lN7Pq5J8fRfulw7j1LpbtZ818q+X/h+9orQ75jdzdcYZqCb372Dn6ycbPmu7v20fu/WROSf/CfdOWk3WX/3BhlkN+fEfp3hj/DvWfC3NlSfKNMsoQrN8SVZny/v4rJt+b/Dc2ltB+1fu/f0fL+94evPncuFlWb68OU2SI/AmV/DJc+Yv0vK6UGfhzxPMbrjncNvfD1dLbUw6wh+/Hcf69Rvctl35JWoZW80n5zPY3cQ4AYqpdZvwxyQvlzsr8u/8EsO3Z5G8c7L8F1WmKt72fgg9yyUx7fSS5et56l1oVyXr8Okemcl1iOctM0J7TMy+/4mu0RfrXDurqm1Jk0r9Sx//uN5vkeT/DdTzb3yRa+WcvvvQLN3t3fdoL/Rfgwn1ZIRWrWVcvMGJxedaX1+wRarIL8N49R/baC+n/wX+Xz55VtNBfL6/hWWJWF5xjndfGLXLf4J5Mu7TSXClqmHqvW8KjlPYWtsqUfVov/w9r113Pl7n5ztQk0kv13R7jjlX8GnQJ8mZl8Y07em4Wl25cz+VBN62fPaRGf43iqHcm6eVn3Wtm/NRWNiS/SJZDUblX8Lx9X5PHafL8pcorHNPrN+H6vXdy7vL5w7GGP8K7p87W2ZK6KTL/8NSa3lF5qvy/a+Fs+VfDOSVmWsMy2UZW01XWHru80ifc21C+xlv0ijrJbUKeWnWTgohlQ7mzs/BHNlK2usFld3fvfN+Epf8uZf78EFscpFvlHxoe548785VYbitRLpERJBptrr+H6KP4WVD3Sl9xWUhtiXeid7B9l8Na0oLoyR/+Pk7x2jZVpV33jeTW4b8Tu96k33y4c9gIg20eTgn8F8aWN79vJ4wahef/guy/n3i/BMVClUU1M/DIM/BOTc2UEZf79+rRPG5y03lJntdKsMe+mhvEVG7NXgwl5/V3qoej9P348p9+WXRHz4fjLRbs1GJF/+w8lzcqc9hy2P+Ht7U21Mw5jLflHFVi+N63KIes8vP51Qxh2+br/jbpwrvD3s+G9Lq0rEUBh9estnynz6UugtrW+GyTx+/5n4yDH8N93l/fV/h7Wt0V93ToU1/L9fjdps31d8eXuVjassvy/v4d7ah8e+pMnw4pIx11cPXB/ha3HlzZmTcjtphaG1T+DTyGpy0+HxOKsNVFQevZt8rtIIdrutEjgHVe0+Ibtar5f6twQXmrd/aIt85ME4z2esgVT+E60uWv4f1SScIXRlpoy7P4Ms8n+X/0hu91uT+2S5VNEuslZz3eNocm016aKzeinXOH0Xcy/8mH+bySZHu29tQ7VjgLIz3hGzbhmuT/4Iczq5t+4IMIsjjqR8o/UlOUZyhxM6lhvM9XO/DupVLM1Pe+qVLfoi/+HvLnGvt71hhxvI+dD8b79kuH3I/rknd+N/TDmnNNh/xuWueMcXz4bN1t9DFeO08Sfw9vNFK47s1jNXlkxLIJhvNPH8bycvl33HOz9Wzfv726eLWT8EF4UbD9XOp0C7Ksldubdy6Ez1mM+N2ra0zIuXjPd8v6h73acQ/BeSM0zevW4eqmjX/DNukluYUqq+rfy/7/4dLq1I99TSuv5A6XOX/rDJQ9TOZzQTvtZ8My2/waeHSD/l+J2oNVyYnByPdtdp1/G8crGf4I90wpyzUTyd9fczCJLmLhwPy0Tx3CX/m0aTf/4KNzV3tOwl+/w95t5nvx1KXyphyUlCiNS+9+N1fJMJkemobllD8ZdyTAn9sVdHCwSGldSrhL43qfyHaZpkXSne58/MFrET3fmhJBh+GqYhWkOX1/G3d2s2TqopNZvwsywY5n/8ENO7wfh/ubzfWS8VxbIKB92P+N3nzN+Zs5+6s2LDNmShSHr7Hw9q7hg812UWOSjm306kPpJevx4u9iH43kt+733jnnd1vDvqkdObcOy/64L6VPkxPWUfX6vBv/hazhDZrvevqRQrKT/BFLm1Y/BLvNuTemD4Xyydy83urQvJb2CHX8GpanmvUPwjte10bpIuckmGz9GAitO7bo+6poNmZ+Hcv5fjZP55aU+0r1Dfb3Fi6cJbq9k+QNfBFu4r1+G5vuwDO8evMeDWZe/UEs6FNRyi1VurtziZfClziG+U0uF/TlQH8IfBT1TtZezN3lOvwrSUO7osX1/wx3zx5jv4WoP38T6cI7iq50hyy7yU1/8F+ahfXxD8vjMFqnR994WhNkX0lCzIQ79+HMfxu3Id7y1o98bvCX4dXJPTBF+yrJf1cz2HORDefa/4VmjZ+aVb4bk1/+HY8yTvfXJ/vtO/DlxWLR9dYd5pvJol/IpLsqWGWaN3c/+Hta4xj3vc6SN6LM5VaC5n7kMn6jiJ82o/4bnUkUVy3sWNrhaG5C/46a7reVhN58+NlkGmSe29094btKcZHSQyebTKEHKL/BhVaqbF8O5g84//43Dysqs7I9vrVHmUyvTdInMUz7mu6a/haquZuaS9OY+nlc3i7xxw1L/TqFdZmtDdX9+5C6REk/DcOWj5+P0FPMGbwQ8Vlwj6pNv8bfdbaZYu3v1vW4P3I/8MT8yHIjqyr+GZqT8Fe73v1J5fhOO0LftKvw9uf+2byZDp/Xyj8OLxcv/eCuYctnfK+5ptLxfgvyISQ7wl9hKsYxP47saLH+Gd26zt/lBtJSU/DEmB6Qh6s3jdL1/KPQj0Z8EG88Lbvls0MPhp675MCsv9eCzefmv8s7fhe56zSh7zeRqpFD5t6rH+eC8pDL+/hCpGcm3zGpuXeX+vBfdz5k99pHNs4nvDZR1to7L7/YMN38mQo+a6Kuri4qOvNClodB/4Vjq/WVM98GAg/+DR5+rlwnh43c+VNBnwrvd3ktj/rnlx5f/NC08fh2SJx/rNoRc5tyhZIgk5LfSjdt7aWHlC42ytN3V+sVKvrS+TydVQQQPZXxvjfeXCf4bUPBKtIHxuO/4NC//QJI1Rn/fhif+WzflQeHKV/4ezMZY+YhLDSjJXML/+CDd3fCXUPe1vKgIieeQaRKnm/L9/h7y6Xd8puusbi6yblMfhfZB8eZcl6s03lqeY4cGPrL8q+H+PaOSANh+44x+gBbVoOwWdi5OnL99yDY2vdxq57xrJ9u94MGGUgV//DG0/jNTdxzv73UEUyWncz297D3Jt7q+uFOJtfl+66G63Pcf4dksa5WFjH3eKkFjr0fw7Sv3Lb9vEDVuajnucPOjo/gvpPc/7cM1zKnZf4f7ZsPvM1Ikrf1Kboz3/wjL1dHu0J4guY8/l/tcOzZJDZqfe7Rn1/nGRV0X5pptF0v4Zw7w20fz//4Lsh+bqi5fjZcbr180+kkuPcAi/nPfJ/ghvrOPgj5PYgz8NWxyRlrCLwUf5f91DWq1iNHTN//DVX0jepN3mV//D/Lz5589Xdu7hl0f58eEP8MLf/w1SURr60Nd1S9/8L1w0zRfetYfdj/l+/3e6zu+GpSNryoYvT85svmHZf/LBbT3PnrXmnr87KTDPwr5cP38vUP1X/+Eal5nYQvOfn3v1BfrI5z5rDhho/+Iv3OVkjuX+/D3inyfIb5kSe3p9iP78Zlf8LVoKHbYl9fkUw5J7/jtqZuRC7Stu/wRY3K1N+Gp91CH+FDDCEE7uh5KsC/9SCgPKAAABbyQZogL8B5r7DQayCYQsq1l8N2/o+z6hjtmjEPLhp7OwMjKtU6teEELZ34IOrMv+eRLh58M0M4U9mMzUwm/z19ECS1w/4R4XZJPcQf/M2vlJmBw6ekmV8PctDfDx9alob+dIfv+iPX+KtIlLW6ZB8b43jS5Z0Xr2eZFy83LvvHcf/hmEPprT+GJ2iuEe8Pe0n6NPDnX/D/chQO4k7WYgZH27kkiRASa2em88TBRxWuX11aDdzWPyWvkmZfPH4cmfIRf32O1ppfBBw/lM9z6yMUT8spsCfXubsh+X13wxNyZu5a5Qv+cWPafA+X/Vw3aWvvmWKKtEkt9iX9boP85d7pE7u/yppxkkeaaFky+u+FPHl8t3V6RY7Zf+sMXSB1ZvnTg2y94j964Y5sxmaxFTKHTTNfeP5fX3D/V0dHLceyPFxC7/D+2f43mzu/CqvtNYXmXtkOnZ/hsnFa3P//ghPlp6DPzEx2jay/v43isfrt3MZDHv+X3EqZ5V/+9T/l/vcEGWUmHLut+aOWaD//D3VcdLpGplIOlQ1/+Nuf1WZh3b7MqvmvOMvwSfW9Ia7e7vhfye9+ux/47MGLRfCuk9R1zYBKym73o2C4246R8v6vhqbMM/I5my/4wy3NfuC+7KZRePVQsomHYqVi3/idOoxt36L77kggu/eWVz5ef5lswVaveg7go2VO5PdvbU6wEOgy+ErD6jd0vCMv0nuDC3KWGnvnOdc8vQGmubZwT+X71oby51T3WT+vonc/Rf2/BfqpMJJNS8UjZ34euUv8EEJmRpH6kpdU/UxlJ+4qOFkcE0Xw9vdVG134etzrZDK2vTzuzJw6dCgKvUEHNjky3HLpXdeujH5F//g1L/uoI82ffggKHXR6U7N3oMN/OhpQbfkuUd+N43hjaJzeqk7JfeUcZ7L3Uw9nn+NIfTbPc0pYPbRevl83NZTLBeX/vBfn3t3V2KWX14fpK+0t31XMlX14elz595fPjcPSctIpak+lLzhaX1dyRs2n1PeU49m9XaRPqhiqofUW/6gwvm0ax5DkUzuEnhV/UbjHvJu+fu/fBK65JhreoNGHNIdcX/4ICtHzucJ5/2oSSRLgxrBLn1/G3JLcfkNlub8hl42p3mCf/4ffnnQ9am4V+GbpL/W8ZAe8uGYsSJ4W+H67WK29TfmH3CtHxJF+Uv79Bcjx1ol8sIKcR0QPuC44PmrC7xjeqhaO+k9z5+oBI98Pr/IZ/3D/d5/3Mxy51i//h4oRviN8lPnqO1+qmNsoursHGhvGg7+Uf+CPn9oM/C+rY5VdFz3Eo/AFfX3vP/Gy8/NfEePVN8tl5pPrJEK5HZhE3h+itS2jRbJsv3vh/w3lP8W1j2UCcDju72r/mMTrreH2TXh/L3e+CTPK1qv7bdBmyyA8CV7GFc1OP/MGiB5SXwQc+zyzWkWTgdRHLa4a4izx4b30MifNyfxsj1aJyINTrs16ZS86mWH53rTyauD4En58arfL6/hQl27v6jC1tLb8Lct53XH+/+LjnfceX/Cc1O3N/wW+fHsaevw3Wqr9h/D7+6XwvyJmxeXzHHv1Ov/u99r8EXSSzD4diFv49R62q1GDN3/8vtX4WkzQ8f1XiQU1iTw3zevL/9h4sdmfIYpvESVu2wbVfO3B4pwsYIqy5XwQckCe5jNsxjdyC4f7OJP5NBLz2kfrFhhP/euX61xuaD7d3NjifJ0qVwt6a/ebqa6wHNC71OaWrggar6G80RkydzbPcCx7z+b5VSFXBUE/YOjH/C0uPjVOWJJao5HL4+LFUI//C8orWHjaL5dvPX/xvmldLwzSUrLXbH8CR5an36Z7w39Ei/Bb5e1rB+CHz+VPwUal9k/y/NeeWX/vP7N34eX6zov59ycM4S+Of5f/U8qvZP+X79V78aVSe479ssPd2+t/XgtjcTa0oqHr1DDTWb8bPJZNK0/BfqLOH7WdWlThRPdJaLKNsB/MO/sEHUMUNza+3LezKXNFyrJMer/8MzufdQQv8ZO3cGcP3f8Pc6tIvf35S5pOEmBY4f/CXlh+Fybn2b5jS/ln//wQ3uq0G3gj88MK8L7y9UT3XzI1v/jZ8tNs9Jutd9VJ7ByH93brHiSvNDfvJq8ENtfK/Dxb3Dn6JZM22UvlcxbwieVjRgo9y//Q2SJ++EtV8vhbcnS+/T/2Gs0vh6YN68/jfNtiRnU9978CWq1y9cP5e27eHB5/Kv+HLY6UnA2R3hDx+1+Nw3KAF7JyGouZDyvLJelaPyPyCccjw4oIUuKI3/ns8ePUudBxF/9w7bxviP90+m0gfD7sHKb7r8MR6Ul4MOsjO+uZEEnmG4RXBmJ+5zAZcv9vQ3DN+yrzQf/vwv83jGVSF68wD82Eds8Pc/+UcCDHzepBp4a1rLDt7fgQ+9V/4dtb5G07l2E/uX6LEO5VYQyL42OYRPM+/3wx3p0WzN2RolNCbUKV0EWHx+vWhV9h3uaM0t7cS5LAQ6++1VenvUkyK1usM/D8kol8ObjZTWeUkDWTIjASJrYkKL9cv5PiSXvL/5b3f4LeZuN1dteo0p9Uqnl+fGzdncSwMHyttgzuKOOHzhQIfBkY5qF/jZyM3T2yat+yNu6EVWfoRn0wiG5QzVceQJGtiH4IMM3qB/23dj1tkodSVLED6gYyNGyRDKXqaHnB34duT5pSnUuacXlGRZeNPl4e45u+8Pan/Gpsp5nK9wYPyklGRchE39eVm5QzSYG/jdlrnZ4z4sO5YbFyWzDMo/0t4Qmw99sr3vCTy38v7bqCAkKNSlF1NNRLlZWcf/P75fv8GH9Yu73VZ3//jefd1yMMi/m7rOffp+oclyFWrhfGT27dF8LQq0/u6/6DGRLaFb3wQbLyz8V5M1/TDvX2DUv37jc8WtVtXKa6UJLzIWUfK3/h1qa8L8LGmm7rflhJWdF/wQW49V8Me1/ZVZRD/JrPvz2kLh/s9Xy/v4ahvKj657mF/+HrdnR/OzStW2q83P/rwV8/Ph68ss2E8q9TCp74IMrX6xpazKkYnPS9eFSucm7Y3jVvmtS24OfC5FVJKfNz8MrUdeGam374TP8rf8Gvhzc3dsGNiRsQ/fuCe9TZPDHv78FG661bL++oJOIc1+CndfRKr7H56x+If+X/XLn/8E19apW/CWV+qy5L/3gorXVJSp+EZcz5yfWvwR7rgy/q+Cnq1d9albL/XhTHO6td/N91NHj8WL4LcV8sevwU3tarl+Kmpe55G/ledF8M455/LlXK8Prw/r7D2fcnfuRT9Jj//qK6DXw9VrvN3bp82Djnf/mpO/4KM2aUn6/C5bK5cyw7mElwpSyw/+CUhdXq1Jub8Oade++WPw5pXit3PL/hPPizdcv2/hfLL5vlyVX61wtWdto3q0vj5buPqZv+apP1kuN4G59vr3P7y4pVmihdf3/Glky8Z63XE5s27wzjrFS+58v+tjajDENW69yApoplnf95KkY/gaiptFSC70b808p24z8bOSWMKqjT5tAyP2y3W1zouiLHuP78jsZwt8EEMUy2S9wk/m9Jp3LanZfDTo3oh2nxvctMrZV/ZBfU+2ZZjmWpRpqMp6hI4iE8v18bdzPu1NKuM55M+Y8de1YLUuyv74L+7lLFinkazD99XmFDtcDXhT42YkS+0H0kdtFe9Y7muGZP7CCYOl160+j0hE7/4/QThiSnNnMwZ+HI7S+3+Hn0v/uCDSO23Gl7e/poQFUdgHwn+qry4mCzOhgQ9tV8bmyZseVHJj+uWSjhleU8G5Z37/D1xuS86zdtlm2Q3RPlYpzxQy0+m+MHDvM/N3f/Dud5V2QbptfB0qNzUOX85BHs15d4sf9kzSuHn+NjVGquQlcNnuRozY1K6fcNcVUcA3Npo9hBj3L+/jY3Vei7O71CXoLkGRvqdxxMKKRXRGf1kbSXP/Dt91pYJ9ph+dxgjPX4IJKVxWVdEoBkec/vmnkPRIS+ZHpkHlU61vw9nadD6TkdUeF7WRMfP+kkp+X3rxuP/smSD3l2PdTZZ1Ni8rMnmzMSwN0g3iHNtC34KpVZy8WtWlVAzUxfgguj8rGLqBH+WrSZx2UCLm0dtKjGRFOk5frXG+47VJ5zuN99EdATcg4KKJZJU6323sNS1AYv31F5f/UGBOTW61bvkJdwWX/PXyG6mv76wvJLyfl35hyPRf/cm65fr8RP3apK1+CSb6435ywf4fTpYM19mELl8vrXh4obPvn3Nl3zlbhA1eqUlqGjot2TG+X/3DnNzyXN6cwmQcTX0y/7qFdQhvxW84+O6/8pkKpl/wrnVqq9ejR7Vbv5f98F9llfd1X9+a5f98Kbzt7fthum9/Xsvr+FajuTbeu5nvjZYv/8LT/lLz9z/ViMlhqa6viN1PLzf4Vu3Ex7u/o37ee/+bit/hy++UO0z//w7w/Uje9mMj15+MxqCzfIRXhy+VaLnEIeNp+X9fHbvk35vL/vh27qbX3Frf5Nt//BffaXL1lThqdL5f37LuteUuTwZ+CfxXdVKn4L59qOSXMl8p6xmexb/hS+LzZuFVa5Lb8Na3Xw3u1qv/G6mldpc+eTbS+H5dTb/ULTlNZbvV88vl9a8O07awol+OKlr89hyejHS/9KNIpevWU6m/zfr5sRBvufvfC2s3ff1y/UZ5xo30K7+grUy9Z81UIvEf/wQ278PwvI/F8vauDwj6yA80nF/gnm/Szcv78EF3yNNS4lufrwR+MJeHZbV7r+wWdJ7rfGfxfhW9+TXg0q4P8v9ZIa3J9fx04Ycv67gvjq+1cq9t3N9Xf4c1SuPlVlJOGU0v9L9yVYbh73PsOvf8v9XhufKk6/lo/9FmAM/C5EqJo3WSJcv2ocS1XxMhwnr7d/xtp+yYnbJWfHx5f8hNur4cZ/Mf4yk79TVlY9G2vwS5vhbpMWDL7r4Vy/yaktI//l/fwvnyF/NcxQ6YNaJXx0PlqfUP7amjbfpOUTib93DA/lqUbqQnjzw/8Fk+1tLqq+/DFxvGvcycc7Dq4LKyBeWde4X3vLK2saPPT/kjte0lXntjMqPWP/xtpy53YaQz/VUc5H/3z5RsCPWt7kj8JfPBqZJf/sFOfqF3bdurHlcS+7+C/W71J1+Hr3twX+DDMzT+0YO6h99LD7DTA7uSpS/+oXtVQj9UvX2TvHyhl+6rBDIz2+/FT/d23cGpfXfLl9/mvfL+tWNy+9cCy9dxXasdX2nUDDZ/+E7y+06T/DmNV9ZaSDpR2Z5w9L+64J8+b21Z+Nvaji7M1N5tt5RoZRWXr9+4J6T1idKy3krL4IfLlvwxL3yWqzCvQx1p+X69x8r4+nXP/w3STDYuDy56reET1KX79IbkmrvdN6hvyb2Tez5K52lf/46kbZPd54/L7elhiDdl3z6TsCVhK9bsiPO+trTTtA0XeFycQPnts/FfjT+pa++TGnLAtT9O9qxm3d6UXz6UWUN215Il6mFcl+fhky1DEn3l/6wtCNueivXpUYZi0rM1HeYNy+/42SjXy48rR5bz86Mc5YeTGptiz9Ipv42Xsvl5uG/KKTtis2bKhSowED9RlOewUkmrDi8J/G1L05XPU87sArl3qebMmVTkl/Dcn2mLsr+C+RpufHxwm62oaZ9TxoLmvTDafmHb2H/BLqn3eL8F8pQsyrWyM+fnNlVnl/8NWjRDtS1beXf+H/NGCHXCX/nbpT5lpg8WXxt3tR3u+s2E3uAK4T1Jf/BLbvjrVucvwt6hrnJeqSjujh25U4hfvrCuaRfbr3i/uq/h3nkp4r1W7Gwz91/8buflzLE2D9a15O5vSMmLVyiuPpYklFOTsDgwk42164QjXr82zbyzS/90NpP2nRKYvxbtjnuP0PP0WDVUVOks/CBfhzXE5HRCB06teUqf7QTpc/xtOOJnDHkPWb6oVa/vY/VipUg4fWIWekREmkyMP4+HssqWPj+E95xvaGb9ev/67wQlHEGRvpLYAz8NEkiVbWQIw1bz/4L9arIP+/5tYmqpftXxvPB5M2MNipY3w39Any65H36/4IZM+vwQSafK029JNtdPzf/8bu/jjV5s89DdfDSL4Id77e80Q8iyk++pf78blTvWMZq7k/u7wzJZ/Dl588vv9DaJ7tuUM1h3y/NSKc/t7Gb+Fn/Bfrfd19g+flW61xvDLzsc/VfaZvn6rT/WZxqeZSQ02uy/he0yUv49RzCTm69B/4d1r1u97qyjrD0wLfL/fjZ/+5+j9lq+W9z8a7x2a+Fez+P4WN16jxrAi/4dq+bT8w/skq3ZKe0hz9eFuq7mvvidkDw7Ka74d4p81kuXJtXGiUYPNr//BhqPs6w2Y42GlYeEPXjD1YXl/L1D/Jl88tS441V5f8v+uCC063v96KvzpTC5R1iwNPBF03jj4I5l/r8GE3zH1Jn6Gb/GNtX6xQHNlZ8vvrjaQzcd9y7C9n12UbtfnTK6T/+rvwzJnU3HCt6U2X/xvL3NuqpHGaKz4w+uwPG5T/4emzMrr0xtt7fjt5/43jy5nt59rjq15O/pxNiAW/nK5DdT/w7XLvG2ZLaG5muXZqOR//DlM+a+dWEvhxj+FuGsaU9Xd1Nbtlz//G6wxR773v3RRujDyBp//gr5/dmINSRucv4Pw/2z5MmX3RObwxh3J/L/rgt5Oe35mNz8GE5eyfyD2G/O30ZWWIWjkC3PGX99Q9yYSI9J9d+sk0fjv62nD0J0+lPVanMdnjCETE3S4nZqeMeWumwsy6x/CsZZouJrHcpVQ0j2Ckh7Fj/8MdGtaxwYJ0w5nXg0XWF8v+VheG3CEPlXN+GaU+ZTIzPMsEn/l/6sL+OXdk2EuiPNqn/h6kSydXL3a5sxq8Z5ZB8oz8lcpf4YywNH469CC1NL/43bOb32r23U8mZ15ypVnmo38FGazVV5Nk2t25fjeNL1FLhS4x3FfycUeG1HyV//w9XLUX7rnQOyR2ot2tRVpG5/8F3aa1Nrn4IKkj1ppvaXw8khucQp8KT8meq9zlMaxxBj3x8bPfFP47Eb936U/Ma/h9a9v+C6++4a2KMfggm6qbGnL6XGcLMper/jd7zElLlnNvk9b6FL8rDxNp3l/Xxu7+fl76r0orpHPRS+VFe7goy8iefay34cuHc0Ypfwyvr/jdJ33eZMl+0upa4/21HIH/Elw9TNp+zwZ+CQkocrjfh6yfbL5Ne4eyL+G4r//h65Nr7zxuWWcch24HhbL7OmUS5f78M2ihpj5b+WaZD/WYfCsdX3N1F+1ucKjBL5Y42UWHeDVvvl9taw7sK71kwKyqp3jeQQA9SOOpK6NyLz2tDZ/C9ZDHnIrzy5soSsl8h+LmQUL4L7Hlw7Muqv7mQXL+1uHfG2lbfmbPUpwlyy7wDHrl8E3i+Fq46tktj9P9Uw+5/wvzfDHn4KUlW1iJ/4X7vNqxr64fvyRf/UPTzub5J8mXlWc3OmHNmlnvcaOiUv39h+idtc3VyxjS+zWavTmPPn8MxdQqdgOihDeJeLYItSy//EQ/JZ2+7/wrt7WrTTVwnsnb/xlkienVTkVzv/4W3Tbn5q2qG/r/GmRBL+COT2KlEGfnr8E2xo0/4Vvfcxy/h+Sv37iNu8cbXr8PaI0s2umXDz9Q/Jh49/fiMhOeRs7y/0ufhlpN/l9/x1dVKiVvKRY7Xjc8uPILuJc42y+sMWoX+vUF/LKP++x+jjEjA/8Pcbxgg0mv5qvy+zFvuKJmy+/4V1vKTuvqpqNqXl+snET/ub7/BVJvmQ9XG2Xg/PO6GEtZ/69w1l02v1Q5OE0jw/jGIJp/ETt82v/Ds73aKafTxwk9fn86OX99Qz5l+ueOni0jS70f8Mw5IL6j/fGMfB7VQFpAAAAWH0GaQC/AenhQOZs8uSZvubtl9fXL/9hfoIeaH71MWHYI4XcTyUNa8T56v3XjfLm2LZeW87PNJfeO84KfDdayq4XG1/+K8spvy/veGuDaXWNfuKevDXJ6zRMElHevLVNUi+XN3/go0pepfXyg08kwbsbXwQ3p4KL/XgvtibD66cMSUNuk56FV8M1kNEzCc3mv/h7u3CfGys0z74RUtMfY/L974U7j9NsnNLs3a8i/Bl/1wUzwUvruPOB1Wy2+b8E9U96nkW/DGSK5+OWev54md8bMxtPqrk/HKn9TDuMdkWHO3DcvvV42uFeT3yuzyfKz4h7GJO131cGKtT/gr8verNnPJ343NlI0cJrj3m1Zt64b08O5x5z/gg453SfNJ1jOn/4Wu2f+bDYwyabb+u8FufYX0d5rM356+8yBZfp/Cur453IcZlJf/wVVZlv9Rxe65Bvz+m1x9mwToY0rL9Bk5PItygnfSf/8GfgnIZCyN7hoUwzK1U34W5YrrpOfNYe2YfOfiRf/sFsm+6pxZf9LGziRT7JRQ8jmulNkH8acbZn5GWLBmSBvsHYRbz7wi07WuNnkT3d967GdyRya/kqrlbwl3DuGdtvxupvg3v3jQIfs/Qf5gmH4fFCMMMR/D2iPeuWgZrbTN1wvnmGN+N3vl917G6n80Sk12ayrty/MA/si1mpMZH89Yz7BFgh+CDuHfNhzQjdP/kius+f+HZKkEkHq6tJuTUzY2Xorgzj+HNM6cv/qCu7q97ifNF0s4Mvv+NrFrpSSLzjz8Xsn6wFO50tNkWSWQMT16SWKnctF/fUEGnNbrpSfP5yUPv/BZLD0zffT2HwR8ucNb4UxvR34v95sVd745V+bL6+oeuO1JX3ty74bjkjvqQ/b+F9q2Ha2/EUgpw8I+/QYcOjYupKXwQ3k6TQaeGtdVltZb/4e3t5mNXzTyNvYm3NF8l1cLw/SRN4ja60u7xWiJsMNj5LH7xYOF/gglpLDL/F6mN3bMjzJu01L9/gu6hN6Kde/BfkzOg7r/Iubfh7kn3H1o4xnLbx2hEtKZD4z4RsffhizHjd2evsNu/afWv69v3/D+IMfflhDtZS+wtoGzpBG9JOuoHPwX4r9etDb7u6lxn0DOphDNBl/XcjsxJRH1rclc4rW+itH/Du567ukmR/STJ7X8e9kFzh9xaX+/DsR7pt/UXxmpEOnkkbIrT9+MZ6jHDL//D3e7pNKbk2qRM/d9oEmGEtC4oH1/EOz328My/+4fkcu10L658e2kd+V9clfv3DSNPRcv+9Da3OPk/hvuNqrv0JbsN/C1nSh63LxukU4lvz+NiXGmZqtZPjms2eyTzoic71NWqm3mMcvpfhWDL4ovmzvdcAA+PJO0F14IcueX5dSZ/DJcnr56wxJTgz8OGgkWg63V4Jvc4dzI+CDe84q6xf2kFrP5K7rxpbbvLS74fqOueMZDewaM5K/8OkP+7t/JkGmH8ZyxHgeuX37y3N/4Jrllqqyjj4IOH/SuRs0X628tXz2cyY6eDX2FZbtmb3r/2fJvw73TfV1J+GqEHsL7hoof/8GFnvd5eGXl/PPv8bpGY3u4v+pbw+YQrLfwXxvPqfJJU03mP3RcE9/gmK9b0Yfdj+b8F/hl7zWSLf3WVP+Fu7lXtXXls5z+n9jdp6Qn/U3ubW+D7najh3yY0jZfvfq9VrjJjKFgz1XhJxaX/1Ndy5g1L6177tfBh1FxnbtbGV8wSOFiTv4YzZSnZqxwSeuP67wppitYV55ZX7P/Zf/UPX21lt+fG9UuDnks1f/BFLj+MS/94TlKP2jx0/sbk/e5/+bnBDUufh3uUv8PbPu/kkpWufI5Bhqa1Lycny/V1YJeMrk98MfHFP/Jj7b/w1Ou5Q1yxyJ1zSlO/BXmX1MZkdhev34a1CNXj9KsZc4TQJZj/jZP9zdnvdLU7c6Iv5ZlL8v39DSO/Mll8sG+z1mGJU5P9ealeDbzXP7RC/bclBXL161u0q5YvpmuB+g1t28uH5Cv/jdaU13n3C/JvcGRFwM7KZexGqODKa2J/DBXd+u27vuY0zj//G9SrVLswzR7ujaPrzJhilSC2PhsYD/h2tK49TER+mpw8aZd2/8PV2vmC+Qq9ye9XWGLoX/8Iyyqs+8zPf4KpGmLfTfP8W9cPET7xCHDa/Fk2/AX8bMqplL9fgq1ky5NtzL+WX3/DEcynzhtN/6CbzW9qk8Hh65Sk0/BHXng2/cPd28TonLk+Zh5gedMw68e+GrUnwpJkqYKsHf+Cqtb5tz6aOEGnhrSusfztCn/BBSJqspKyutz98u0Xv//C1781pEbVJzTjYtCO8T6rvCnJGdeZhV33cAm/BBrSkfLo4rf5XLUqlo2HM+tC13L9P4MObp1kw6XGozeDPy+v4ej3v48rOl9Fxbf7Qbia0rPfwrdw/vOlzd/X/+HqrGf1VN3zqGNL3K3vXD2IWLrvd8K+jaf5f31BBj3O705vcR/5+bt3eTh3ViJq9Zfl2GVzDz8v/WN3rdc/5rXRx9Eh5bAQtFnBS/uuFo2tVq77frUXUFigkP8PXy3e1zSi+14J/Jul/9RfLld/jS5cz+du70n0wlTfIir/r3DpF4ofjZ54rwCWCHaqu5P/jZsl27u+75ut8rA8U/H/8RHvTk3Ev/BLamkNLayUlBp4cy+P+X4JnlV6SLTl+18b5p3F/bh3zCW4tnGLcsbLtf8EmZ804t74YyYIBzIRvzs2jRisI/FkTBNo5L/a4Ks+bl17caXlT8L73eo6sLmXDLcjeZ5CvwrbrKgqqjjczfZf+DCWnu3dXr8lOMJ9eo3qt7j3tm1e5Rpt1v+X3+hvJkbqv7p7Tm+K+HuUMc9ZwUYh+F5LRZYpBlo42GYqjTzLBO0KPL634MJP291uTLHYDoZy/89ob2P60nr6bXw7bwZ8JX5GcnZWq8oJdybYxzSRxMPlTr/Ct9ZZexMym9uRfew5Ft+X9awvVw+VyNX31gkz2ZQEEDz9EW45fq+w9aa1k8my24rT5g0YdfL8vq/hfzc1MN5Z29Pj55f8vr6hfeiP5FdUGe/It/wrcsZWSd99R43vtjYf/BXd9VbN08Tbj0XnXgz8E8If68GPtVLfh7G5IdqF6lyfNSSrdyG8kjuDfc2m/upGpdk5f6bw9PjWe0xn3vdVE7Wrlo3ChE1tPhcvNt55VOFDA/Ig+vcEBM1fd3TDqOX9tcHbcv++N1SGpDa893q5vhU68esGjtz/8Ld3uq3f3i4ei6P8O1sbZ8mZNVr2SM8ZdBTpFcy8v37h3enV2xvm/+oc5fCQKfvv+C+/DIs2/o/30v5f+6PML43p4dW/+Ci5Y5qSaWMvxpWVKOOV7ncopq1czhYvuxzv/h23P+qyZlN/G+sC/wnc8X5d/h/y4Oe/LNVd5bncJPaBSNf+CDMTu+4T0iNirARfFNGS+fL/6gn4d/JM52Rm8vxu8fjche/Iow8dKcITeVvWJFGYPu/rxMOUPh6mfBp43N6p55PakzCa8olHk21s8XeCzlhZe5+FaIq+pW2peVTBl0//wpGV/d5dlaUVc3i5Zf78fadTh3d736jcnk223qfL7pNzjURPlLJ0S+8L/C3KdJ/VG+L9oOsSDInPh2aLmlgt1Ng4s/JpupRoaI2ahp/+C/dd15f5Q+ytfhStWdXqnu+lH42GMvPAzNRsX5yZWXV9OMP58W1D3IVFy/+4Wm1onrt7ypHtELg5FLwohvv4dvefNtU3LPWPJJAlwy+MFHlvgr7SvaepR/On4JyXdTtnML8P73TvVpTeVqd5Rn5f7uQEEn32ozUveGNd+U6yf8FW6W311rL+vh27zfutyf6mToOmVXdV4cyeQ/LwkwViAibr3CB7v4WK8/sXqKbE4V2Jar/g08FJKmo6rC5vl98Pveb8Edtd2X/fDOSOo8rUPLpy38I7Ujc2b3+Hoe9xDVPGVrV6lQlFLnEs5p/h7fVIl6WVdQj/1tRGoG5fzcfdRk/hqlDLrLW1pGYGPpNH5f+nC9qTMb7bg/OP7C++8P0rn/VXBDvv9YStmyH91ofRLCf8O9Rlo37Sapd/L9Luv/gt3L7L9PX76n/8LRnS2y1z5FD1tdrf/DHP8alWZjSFZxkeeiMxkwVR2b8TCPo92e8N++H99eb9w964Uoy+w7bRsiHY3xF2taX1/D+9tVz4i18oVIp3HJ+HNZoGF/Vyopf9cZUmXJn4wzY9368NlD3ucHj9z8GhfvrC1/W835RFWVOYJsw/Pa0F8bvfDr7eyLjs9n+JYnN/BZ5cw3f4fLlz8LSO3LLqeu/y/XuCC+r7qt8JQtwxwqSzfdDl/3wQT9maRfXdGlZtR9hp/1MEpl/fwWE1CsiSSv89itTL+TuHJInz8q5d/+Gqb+H4+NjzB9eFub4jmdJgc7f/huf+bJa5hMrgxikL42vavc/kbueTa1FHVSvIGTTJe+sEFrpyYJcuWfl/pa3pPWX7/BVyFXsi+6b8X4ax7rh99i/+P8+R9eqv+HfD33SdpVl7r9RxrPw91VU5NbffXwxyJrlMRtQ/BHmh6g08NZN4vDmGvrTxsG8h9lzHlZyb/dZz8NIqran+FZkIUfREqMdnLRIg9OytaHhW/XhyOvT7glH/OKBqeSv9cvw5ly8H4Zb6KPcv/qFuOzna1+TuZKfsDkvf4f3csX6mHrPlzDwTb5rTTDvcS+veHqvcnS3Leqr51uGvw9fXD2i8+a+mwbMmfDt3P9UlrsuE15RFkRF/8K6uod4fV0DIKA//G3559Q2bno8vqv5EpkRFf8bl/HFcp/1VWn9L5qRuHMqKNqff4fuj3VNb66+nh72YuFipeCWOd+d6UWY/G925EyMzuMq+8s0zI6v/Dkn6+GV/SiSLWMEfhnGfdsYPsGGuHSKPezl79Kg7PBn4cJNhuzmFpvvNWdOX+/CV99I0vgr3XL88Pl+fB+Wp2Xml42fB5bMdr4R/4febmz5uPUpWRX8M37rLkyn/w/L1OrzzYXtdhjz7OEXiQbk8uFM6fxtO54Qh9DzL/GmXi+arqu2loT6x/hqT3t+xzEWElTL/7hcrvz1fX/HsfBB5cUiww2E3h9bw2fQwnOkJzhKzgi8sPPxt3u3K1W6WRyJTdZmJVDBFiqtkGZJ+wNy/XTY3cvfydvS2j24Sdd2oLIL73na2jtl90rUbf4u7uM+Zd7OxcYx4yzxAJG+pW8MfMgMaCe5+Cokhd9LNqmmpeL8EfctLsy/r2C7qGsSyse+gXzyL13thauqw9TN3Iev4L8m3hzUPWp1ZJ60TNKv8KXjWW78jK342LWuoNF1hqVlSpXoBVRsEHbbXC8EnbuuD/wt3rVb+/TW+/91nO/j+XV4nA3j/gs3u7vutvwQZnzYb+XljrjEEyPy/8mGKR2N2lU4Uv9MO3i/8aWq8ZOHl7e2dd+YZT56mPk/43jLJC8O+9I351qH9BNXzC6S/uZ60uKIm5LAxEu2HL1xtTUJihVur9oI8acfZ8npt7nUs/ebXDhTYZ1PfCJOR+660vh359affO0rT0QZbZ/1rggl7d9x5bs+v7TjAX/gg1pXe7rhYxl//gj3viPz2z1r68EEkXmx5uLmkyW5UyzNX/4W2S8ucX+Hn/XlklvXeGTh6mf6Akd/7b/gJtUmf8GfnI7/D8W++NvaqVFDmhSc3hF3xmwUEZnxODv/4d6lVa7Mkyr81MyYa75KhDaSli9GPl+vxt6eX+Jwl3sft2XmFPhXa8r3dRSh5mRLUjItk8v/bhTPzXptkQeSfsNA1Knuz3N4Pw9iv6UYxbz+j+jiekS7LaZQ6OWPL/Xjdh96+XdU3QfV1i4MWGeK5KF4xr8R3jeS/43O49U90RvqlnpT0sLMhsO/P//h6k92nUxsltlr59cw117jczDrDVe0nHv6uNq7Dm59JPCa35bBOXu+H+K5r35hvZHzDiiZm/JbaH/jZ8k9lezfLxOEeElXaGv/h6r51+ML+ofXETtkaSfL++ozkLFKUiyfmrhCv1f5ff8bTPn3LtUnLb+g9qbZdZf8EFz7beOSb3qQdMkv/42JVzkfpC7euby4qqv0IPzfN01vXhLO34INa3Xmce7lL8+mOol+fwzkQyj+VZUzp/Bp2GpmRLnWHHrXX5M6X+6wtuWI6pvrg1UkWX/8Ft36V8PwvC+w5A388SbCgpgmfW6xQwvuLV4nL/6jZyEmaRpd5GdMIXyLliK7scmauPl/V8bZK8tDucuzd3fL6gNcPI2X/vC1N0j9uwvXXGbmgRguhiyv4a1JbJLEG5YLExB+X/bw/ubPcMj/d0XWpj8PVaH4ijhYz7h7lyZfb/G8PDjb3C+x3I1WfytQpbiNYeX2BRnsuHy+lV2CqDH7rVZvvfL8Pw1HbM7vzZznx0VrxJsv4K5unVUzLO0d38734WmsP/dd1Wf/+FvD99asSkxBMRXfc5cNrm3z+HvPFl3ivg4ScoXMDA0krn420Ww6e3++J3d416cYBNu7PyV/4dtaT1s7r24d8cEPw7f0gykveD9r43Dg9RPEquW+iG1LwznNmMy/Iqw2idhH+crlil/6cE2d97t+C+93arjpV1JN4fzimB+DXwte6StQx4qfhA0w5YJhoNhfG3lwvzxNu5vDnY6yhE4smSg3/jYtJfX8F298w8ajD4epNzYd9k5ZSfXTjZi5Zs3/gg1oqZNtuqa/eAl9axVPh/G60rmWP8lOTKJOBqeHp1NAvhvsfG571Vd7mbfdsJo4bPO2spgbhpedfWN0pQH8vjXrfb7pu7vdUNpL+2X+/lf8M9zeVVW2r2tKQdThZHePXCaLWfDGXJ9JmrF2tPkMZp3eX7rzXu/wYeGno4viknjhK/4MKtdVMewhD4D/Iavr/5eN9/C/VZpT5B+yWZhF8benJtX+fU6vgmm+pg74Ymj+FO7z587TtulcS+/qDDd9W6/mccHffD1xWusM/Zl1ph+dcOdp/4W7KoJFQuXi62rNjZwpINF9hzgkeDsjeO3v+9RC/4ftz7nS3nk35N5Bb4Yn92LLpfeo9Tyi//C+lUhaaRUvOAQNfFn/BBSUbq4nyjm7Kl8YTobuemHH1D0Pokvw9DXBCMiytyNSHFP6lxavSnkaxUrCr7cP7LUFL/9B+493d6mb8uta2l84o7Ghr+Ci+3LDg/BFd1t+DCW9Z91V3pu13/Dt3dT7uQam8rI8qf/xsQ4Pc1x5UM/8zGNKHH+4+Et9/4S7viv8bvJB75YvXhp7UP5bzxZOWawT/hWZvtvFLZlyE3CX/xtGYziGcxmn9ci6rvsiLvlro9G1/XhG+rm+omxLlb4e3Dehb0+XrrFO2OOxo0GraNkCUvv+HetWDVdKeKvQ1RJyhnV0wbeJ7vPnL+/hWXZP+z6/i+PRLAtmcvEdy9dX3L/fglvu55Vr8M21h4pi+WCI4f/vN3156ZeZemS/hXjNEL192+UPp7rw7nuyNiXafWGW+f/wvw9+P8+drkLvh9a3c9o5f63BBtS7Pm2yPlV0MdFWl7VGC/N5/hmbMypdf9NKt/8EOrtu/DWViqzXX14S1pO+A8oAAAZvUGaYC/AefmDWpt+HerWTaVf7Ypw3gCHtUoJX3/SaxtKHe5B7OTBM5U4fXTe2JwsG79vmoH7Pf9Eyy/664n4a4X+8p7Ge/1vgr7tPaqTMw34I7vaRZr0gxC+rZlLc9wl8OX/wwW9qrm6yJyveGr02Av4Q8kE9DSeppRvL4X5IGMW47y/DekH1tcJcfhjl1Qw7xx+w0tR5q0j+Hu01z1dsT/gUaYYksGFGify/94f452lVtXk7s+fz9KNyM+m5gkPaU4jinw7zZwRP4tkFyaqZZv9doY9/Bhy33PsX+GV+iX9dwn3LUY/+93D/dJ3uWuU5cqIE26sQ8sOzH4Y4eScLNV2hzU279E0sYcmffq8v++CMl4h+EGvjS0pbqUmTMnVH0V2UdJahVO7HkHZhBy9xdFL/9B6ovetS+9w/ojQTve386L+G7eJf78O2sm8zRz/55FCzigZzFu8/jY9+qZoIRf0oyrItETtGxKejlfkSNh9c1aW+NuQ3jyyZamtpkz20+1y2hg/brMcI9rzbR22fGpHz8bySlPKNUZ9vNDz5lwtEzYgK4NyOSwLy/V+NuP0zNUtjNHjPpKgTLCjVu1Wg8v2iE8LuCP55/1+oMl978bX0ux9QvZfu759JyCRZtWInpxpc9U6jbL6/h/k5ch1sWW2+Ymfko1U36SR/cXIn8O5pK97mlfhPMPUKOhODB+Zn4cqR6Uu/76zr/BBJE/P80y01suJ20gmUXDenQtq/L/vjY3mT1dIz1qpsn+8+jTgOhJHS6J65bKDwj1DsGktdovmJfDt7m+pEpoqW1z9uwowLY75x5Sdpb96GM+EZ9+2NRiHn8Pz5Z33xlsr9VUivuQD8kFXqHepe9+Q0aYltGqTdcdutC4+TVQNSkonlvggjzF4++PREgm87SvdT836Uf364eEf9c65f68bz1zuTL7TYvtjnPerB1s67hcO33NDfL77ah7dptayZvZ/DiKiKfwa+GM94nlA/wj2Xdym/y/+4J71+bMX4dkxnLl8N+etX1TDtH/+Nrzf5LumZDbVezbePCULqJQ2XMX/C9st9t3WrC7pMreMgLdOX+vBdWMpS+bEi+Nt3rpPUiSJ5G9Sijz8qfpb4ZiufMIeQJIEtZ/h/PyZ7m5Nep+hrl/v/+GMkseVnwxUlMpH0XRC+uVYPYKRQ1fwV5M3fvU0MQvfG5LfHFm3epV9b1w/Jvf4e5/PuW4wrcZG2+H1KW8LQxvuX1/G11Lm7faI/DfRrtkSv/hi98+mZmNkuNDZ/L+feCDitXc1cjpWvI995xb3S0dYZIacpl9d8P0Vgquju62ctxgahBee72TwvLUfwhzRxv7r+FtRgxxHyiygtm1/4NOg1HVfm32G5Nf/w9unloT60sXKXh9hmNzFo18FFN+T7PwQ1KR5fhjee2zZKj3fD07P/BfP+TnvSjTLZpymTE/l/7xtusu8v4zX2rH80Q3fd8bGGXcPvd4dkiKzHBmwKquapY48T0tCEXnrWtL+X/XDt680p3Fhl2DSfWf/gnvNpzRHn8dpUU34Ypvn+bKkD7Sz8geLNjvgg2uudd1vBJ3I3d4zzQ1/8FEPyK5U8m2bXCy/60CCZFztP11Ctf9k4cmtXgorlKFd8lab/C+RrLFe6+Zslsvjdsl4Z2BLc0tz/lnvghyTTiXwg1EG6X8LRe6glVWqR38TzoAcZK9YFTM/K7/wlM2fl2X3/G5vsmobsMu71SxbrJFqpRl2tdL/uoY5uGPIb7wsyZJR/Bp5tZHV9DfP82xNj3OyVfKuVZbw++4YX7kVvn8EsvzuSCDnqNt5fgg4JHV8R1tOtXuWwl8jQnb/EMy0Ew7Xl/Xw5yev/Wgq+66/G9Nxnu8M9hE8619mivX4ae2ty//QXn2K7tpt6okZFFIjrBH7+71l9/cb4aR2O+buifKZxBj+9xugygkz8eWbHXQ8PsENcv/WN7TSkiQ+6UsTts9yP++KiVT8hq9rDhe0o/w/lWJD9ZPCNkXdQQ7duS1xyD/h3PPRY1txvc3Z2zoSoE9fGwumpy/14e6bT/fq1d4anenojxaPYQ+Yn4IL2j6Zge/FC1JN2Fa4I/JuIv4VX3qREeEmrX7v/h/c7TmEamvtnI1ua7Dprp96rf9eaPr9eCrJvV608VeHszlsiLfnMRGFKkiNYtPvsyzUJLad+H5cbs8lnT3Owv4a7Pj/BDDTV/0wgz8NQQtpRe//r8Nxcjy/fWCmwrfn9qTFi36YfmfO4xrk3LvDKOw9RHkGHZtkbyx7+FOXLvcbrJ9XrV5KJbvw9x1B3juS5ncIblg7Xgnea8PS/T0jV3o/jZZOmtZpjSuafw5ZO9p9Lbb11HO9J0yd8Q/zTep0VvuOVrh3GVLNdVa/RvLr+qa4Ov/G5Lv4VeTKzrMypV8rw1m54WdCZ9fjZ8t38T4nf+XrtIFYzL/MNI9nX66wzWXqup4cZ6+t8bvNqk05y4dORp0mt/6P+6fP/gwzeZGXZ5fRkfSdOR5hrSDevH0p7uN9027/DnD9Ti7hL+fL/9Hr8oNOGyiz2fheYy7VSbyxoSN+/8F+3Pp8vwrdve8HN0xU0IbSPV1hXxOnEPcemN98vuvQ3Jgr/HMN59qkW+IcKL/l5yfx1tUzsu634eLh7BovsE+sNn7jtH8pZf68bjePuu7jPfzgZEpZ2uSbc2y/bXh3Cig1FvLGf6/x3ur/BV3dZLre9fWX/Wgpcs75m8/V9eT+PwQcxsheFHrWkr3XM156Bi2n/jc/y8+by2fRNiwjMLKHmn4vl+r3Gy7P8Vn/G8kpf/cqbceq46UV3+C/quqrw3sdP/hjeol+buEariWU6ML8Flwv7nzu/34Ic7uZf+8NeTyw5Wf/hm+DrJ//8bm+k8hB6FeQuPeNKF2rS9z+XRKIndoECFnC9d43dsT4S34vBTlxB/cqUXuyHqctSMW1gYOX6EEk6Ph+8bQ5XSIPy3GuM6Th/hB967CaX+Ntvbr37V5felw/WSBox8uYZHm6cX4chctApnDN9qHprRW6QW+lSue5FayQqHjPZUy1FF06Rlr2sKRDT3j0luwQfTUh+gmPZpp0TMvr3jdVmJH19by5dmTnVLoYwycbQOcmjM8ht8q+w3JsPZoOsyI8Hv4M19Bfx2j/Xzpt+VidOX39xt2LN1DE8xVp94yc4awHjzYhgN262PvDFtaMOompl2t+N5dn/JnOvNTDOAM/dRgPn/jd3Pq3KPLJLdSBp6GG1+oOL92iWHpZXxu8Vydu80uGuLKlseGvTP1UTukNt/BBrDppgu4vcbx+aphwmlm7A7RZkyCxQY4Tbt64IJ/N10y4oZrt3jLdCbXIc3FhK0+62/jbtvU0dXjufDZSnGlLIh7mhi36DjPEKOxfG2IN3K0I6MbumRvv38xQxT5NFVb01xRBH/1m5bFtN+Hd9rJya3PVYQgGvOU3WW09xodKcv1+NzeaR6rFV7n7h6P7lCQ6CWq+QKjlTR5R/4eveOU/GF6/bjJh50JfuqsbdnhO5C5Nq2nY9y7Jyq+YLcMJJfjeWpYtl7X54xWkHkLzctgEujWJd7d+//DHDuJPEuwzs7V3MWHpNBhyxlhrLz8b3Oyqc9qPu366WZKs5Va21fyqow3ZfwTbT1fq93c/G5Hne+sx5ru+Gnusb4viGRZkfRmP3BKX7fw7tTOpri5q5msdpV20dvDg24O5BHZNyOH8brs/1P3LB6WTfnGiGvtrNc/OLIDf2G/QINTknSd99Z8qSS3ml/89jdYGdD+DPwvjRgkdSESPdqAeSkEI3vPv3G5zeWNRyEm9Xf0gwy/N4XDvL1ZZL5vXf8bxXl+XvczyoN8yO6uF+dp8IINAoUuPF2m/Pgg5sx3dVCT5pWpatu/7YzH/G3ro7R9kz6vUva8s9Ssvy6bS0XxtRqkbcm+GKy0XWdJrssE9yT2Wewwcjl/9QQTyqDtfN2i/H0hy3l+xzw20u5H8btrTfmjuSA6qV7UMTL//e+HbvXLleXPmHZqnSvF0sufhiO4uFOmc9N3KfC9FbV1LQek4L/BBMvSbt1h3j7O9XKZX9w+4eU8Rvldfh+1J3MMq1b+KbVsMKF7fbSD8wP+NvYfzk8MMnySnneaTme+MBs91/jcI96Glx5YzJ3EuOy/HnX2h4INk7PuRveOo90K+Yg7yGDNfxsOa5f8P005t59ZrlSJ7njddHuqVf07vX8uv8PXH2M6P9u5OXL4bYX3++Zx4OcVTq/wXx6rneVE1A3duUVD6vqhc/DGNrfXWphv1RJgc/hWaheX3NHb6mWwM47XX0NqbCOpV3qpuM3DYUzdKfKv1Q2xQcKXawqxC326i7+He0bZcki2x9JsLP9gcMgqCD+i8/4Zh9U+v3BD6PMGfnuaOisyXY/v4etPuGX67juFlpv6PVvj5AUQGtkRdEd/G+TvTnRmGxfuXL2AZt31vq1WJ/3pvoaHbRH4ILirUWSXUPcxFLhs9xZDEWT6bYPNtCFeHtO7zubWU5mynQ87kh7WV6S2yFHRL/4e5tVrCunUq46hOo5XNXCnlB+EfQH09cb+aVpfX1BZ7kQGjYufc9jysPgwjKUrqmXfzANaf7z6W5ft/G5Kl3M3O9K513DrLOL6y4R+atq3/BhJ9misPcr6oW7Fwad8l7wyEVo513gw3ldUna/OM5UUtJlXs2BfG7Tt7z5ZDWQf3LjXmyiye3DdCV7kXNzeg5y+v4T9N1zb8L3x6V3eXDX39ea73l/vwQbUmxqnL9cbL5/68M3G/eLycwf/4J+5eftjI2oNV7gs7rJp6+5ee9AP8EOrfq8F+sq6m6b/Bed6Xy/0+CS67mX/6BPWr3Wb/GvlC0uNiX44v++cEjHP/BTl2euckr3y/XLL7pOoL4rH6vw/lFd+G51hwrrxeEj8+TtfxvJ/E/Ffu7fuerpX3jbvvK1tdKtQnNUwbu1pemZUnXLMYJKB0yWQKRqwXpf18ZfJWjnd+54kC5ieVF8b3cOWk6rL7Op6yl0ed84iTlekSOfDEfp3O/4R38NlH1h9e3W8b+Czz7NK+48ssv7S4fu9umXMHfdUyDRrOnUU/CD3/KEv+NycKtOK/ja6y6H6kadlm0qkXK+DTwuYiYVcU73N6w+kq//BeU1GL0i7zrcJnkAn/Nr2gIR+OsYcdOf3yc/S+N1fVz+1V8dXKL4zM8CG0+/TBBHOR8TH+psfeDLpe5HDvQ1DSXh+tubk3tH8sPfDa+2X67xut6nzJn8/aUgbMmdL/+GZunqR+v/JvPt74bi5NfZCL7LTo/5fr8bP/Jvd+XNvCzO/8L6aU+PtJRk5BGHbftk0HfxvHlfKf3dJQm/xnlacML8MPh9fm4788qzzOv+X1fw92idO7vaJ+tXvHmRN0vgn3vLkdXX4KJkN0ySK/crZf39e/P1j84ljErypy/veN25/oHv3cnrPsrLH8JP9V+EXP674NPBFy6anfggLGPfL+S1xklqS+0HnK/heu//l7ZahPYWjhXCwa3xy/3uCGu/vxFqXZ4/4e3E8vn9w/kJe4xvCox/4WIpevuXv1SqFaNaI+GHf4V1h+Mns/L5h1hlvvtQzm+yVkwPaTLYmXMny/06hfHVXkqJ+MqZG9M+Z+X+9wvUl8vp6/lojOWen8O3faGMZda/LyCb/+EZjVfV5P14d1fJkwk1klOh8wjO2+Gudjv8FW29d25s/fhDGV5o+SQzYi+F771e6Spi5rrOEzheRb4cucnuiPde1lcrUb/l/7wRb3i/DZT/1Df3/Bn4XJcobqidPD8Mp2b5fDNxposFlCcYfa9P1k/l/fw7n2kt3FIWcF/nF+wZwU7DcvrXgp3z03Hcn71+Cn5dXM//LfqCCHvVM2t2Tl9vuprKPID/l/1wrl8sLXF8rFJlrBmpKX/D92uv1mathvF/8NJb9bDfBTybslTn3i/BTI3cx+i5JW1k4ZnuWFfWHJWHfjStR1FZ0V/O93e4POy16ttPQzCmVFFg/pNmGJJsPMBzaVrjZCgYKHtkPKDLUWE+H1T1CfpoV21flHlA4nqAlXVt5yrQNh25aWKfIWdGR74f7L6f420UMvlmQ6nTvpXUptLsQkXbu7PZ0MUpsRfdxITbu/diQSTBzwfsDk65cvv3Q0nLke6pqmkaBzj+/KJz4aYVI5uU/x0+b3S+H8zTkG6tc0vUr3KP/wQbSzbuTfynczf/wtumfF21ZcJmTv/xV3kjzSBp6xUX/1WvwVeX7bQ5tkudRl9daG83rv3LsmNbC2amxB1STDoUv++Gq69nKkXbn+4Xkh2nW39ck7+gVblk9+0mXRjF5ZQj8ElteX4IKk18vd/OxBhO5h5//wQld+vw/PnMit52yKCtyRKr/4d3LvNq9S8qTi94eDqRn/iN7o5NjHafwp7tn/u33m8X4ICS/Ppt9SVc+0KwheV9+HbTU34ae1a9Jpnhy+nLZooT3y/34Je2Ie8/HUwffh/v0PeEcNPmq/13v4Mhuawg7/x6Dh5f1/hsuGpCfuBBu7n/wZrvC5J5pEgNiryMv4Fr+FXsfw/tK/sZR1iil9v7SRiGJZJL09gey/1uE61x2T/De91Ga2jn+t2w/amaxeptbq+qmXm2kQKKgINbe1P43d7n9TYTulzNjixp1bq3zlAi3bSNd4dxDw7HG/vy3u0fFe3sm4h/4dKqWX7usyfY+xS0GxSX7h+anw/7FzGK9NI3p/+DDWpt+X5Uz6ULunL/6jSZpVq5t8+cH0GH18/+S8X8O8s1zY6RLieKmwkbFuPl/XwrkjcfX9S6jdbEH/D/TL82ZvN1eZ8KRq3/C/EMG214v4dX40TIy/fqH7n667vvBQwwkpG1/MHg87l/rdxvP9psNBTL1eU8JyeEXgnhzBTwv8Pw75Bw7vCjVXUjMzlK2P9SI9d3L/3jb3rrz4+3y8Nzpf8EdcjsvwydNQ3Ni9uWr/g08aQ+ZtbI/l3rJLhY+E4bfeQyNhwQ3JnuL/DufXVqW1mtUnV/36tdyn8FGjNTeYt1l9L6BBI+93LLPzIWlVFnkXrdT+C/TdRt6LRl0y4IP8NetqkcN544nfw7s3eCNxHNLJ3heaEipWf+H/Lh9gm9xl7NeeEkAN8WwkH2qmq04/8Ob22/kmUX/h7yxubMNZPy/wld3QYaxfBBIhhMpJSt73vlPQCfWtW6Dn/h3Wusk35cY617/8LySvbDvu36zA5/hnbatO/PhCGcSIgXirl968K3TdEHx71jh2uNf/y+SvwYZ8Xlvb9bI8Lf4L8kH2R/eXnkdZYC2Q9jnd6j8vv+DCMZqL8d3DeWRMkb9y4m/L+f2HN6t+82/h679rmru00qZeuSyp4NPXEfrFl/fURI5Y0ZT5/h3n911jc1nVfZ6k3+X+vBFfH18PwzUSrZPgvqiZqGbr+iw5fT/G1vn5lHj3Zd3FKcpCcpj/+CDO8v73tRvtf4bh/tLKM+FqZdDfnynL6mFp7ONfy/r4L6IJfQf/Z3bLIu/tk34Y3fG6uwGeixmQMrNROf/h6bFcUG1UxPV7e+EIL8f/11h7q8mjatk/+0NL6KbguxNahzKl9/sK5MyZ3HyjHyf4Yjv5rV8PuzhkpqWKlbXRv8dkn3RaVM+X9jauPUTaW/Xrb9LU/5DUVH6IEL0orbJCt98J1WktSFJf2lw7vcZ/uIsdrON9xKik34MJqKR3P/MAzdnoE9DiN5f/UdxXJr/+W/hbnlJtbnH8fgz8Vl506qU+fD0/+VqXm5FUEO8p6bnoP//BJKyrJKLL+vh6ivM0lda5TDRy5E8+s7XwR5qLMvxtZC71ruiz79em8Zkn/4fveZVvufSH1dvjPxquXjLArL/3gs9VPKTkO025Bj8PY1S6W6UfX6/GEkgT5f78EHI0ljCz+D/D8VmU1bLv/gs2zkdPHjCL5a9QUd7tr5tfgg7mm97T8C5wzmFInw9On/42pwvFd3LaRIxfPJ0g9+j5FsqVMOathV6bgr8PXpf/NH8btJKqDDS/VWs7nCBBN4/2r42wn3wy/61JWSbedOnGfmFTx6aLP5f68F8zRmlH4Mvb9+jlH3nX06+/5fv8P9YwsxGyetZOes3DKLGNPFa43bxC/y7rrfDuZp4WYYv3fZnLTcoW4fbJL67uNvitvhAtVk354wZ+U26vwaF/+gvvcO0x29f4SeJvjd3eKo9flxLMsq10Pcp/8K45YSiU0rzKlUaTS/L+/hWon4o7y9cYnQxydf/D3cKLg8darHqkWp+eRy8PRA8vr+N3x1dFm+aq37Gai3Km1E4f+Nmi3IyV9N/9UmPl+aeBwrsv/HSxk+6k6amp5Zfkrl9a4V5+olzmpqsqcKv0emmhNo4wvL6t9n4URN1IVORn7jfM/VM+8jK91+UQhPy0nIk/BVcz3+OUua8Pw7u972aRl76kfsZ3l3V/I6nW+CyLvcrJUWTbn1vw3xetRsT//wzE4E+cL4SZdp6vD2fu9faTDtc80QEUr8u59Dfcy/+o26XdeN4tK+b5lo9OX71wVdu65S/liUH56/jumDPwSTIRtl6y/7khWffUmQ44LDl9f/4Zl/pEyznUsoWGW0on/BhW5MaH/dVWHp4a3P/xG65c0X/3DdMt6+hDJ7JvL9/hnaqdI9Ytgp/+F8buLpEjrOonSHCocaj16h2vp9z85vnjtUq6M//iOktXy/WuC/K8zmIz58SEntlD/8v3S4a6Z+pUzzDHc//Cur8hF1+Nl8ghh+vCcOWV+EC6d/hmG+lVNQ0sr7yS/DW63AR8KW18eUHw9Lx/wRXfm7XuFr/rJH4Whiz/AecAABWEQZqAL8B5+HA1lk6wleO//wUYwr7ItQ37vw/48p4cbki/ylfCLS38v/2CQh/vB+G93qnYi/5ffqw/4VxBZeZrj6/o5j8agr0dfhftLCnLlUIQ/ANXqXSLBlcN9z810TWX/0w73fVTd1VJHEIfgEj1x7n/8EJcsbj4X5xFVyOg54B9MZjykP45nwVef8nNLfl+C/h7S5O7sKLMeDkshi//DHJF7vyzzdTT/hHuWKtF1jaT/hzW32ofi58x6QHFmvPc/mFw1E58Jdyx4//47qYlyNjnj/r1DZFuIaIuVGPsZIKT9sGhf/r8FpWmOupF/b8krfL/XhTL14fKceGEiGJ+K8gvsPZpV3e6rDa0NvNhD75+l8PSVLG+VhznSu5m/jbSUfv4Ip91hCX/XBTSvV13dpj8EU2DkmTp+EtW5Y4bsr4J5c5skxO+/DW61PbIwXRr5Pl9/wt2yKckBrytEnXHyhcNdH8bhOpFmbpPlITY/c7lLnz2zIF/+NtTq11d8r1G7eKU0RnoeGL6Go3P5f/oN9R5ykqf84IdTbT8L4Z7xckdqXIKQeNCcJ/8TZ/IDc5/4Vu/6k9KD8MVP8OS/SgpHHyCyeI3/4L9JOkrmZbjMCq0pr/KXP4M/FE5Nl/8Fl9SxU8OafFl/6wRzaaUzPa9Q/XMmfM1LuWTtXz6Oto5Pcp+NtTxlbulEfrVt2XMwxJe47OOBrIq518Phar72jbl/nElYP/C3GFY++0YUiPJzpu0/3vjZP2ykrfLXNqc7JFvp9P0SN6yUZQ0t/D8bn6LJn5M7vArK/f/w5d4WVVRqcDWGfRHsqmC+CqnWqqsy/l+F+WnN4sd/OOw7Y/w/KX7wwomuq0ZP0JWw3D5K//DkPqnX1PrG//ggufiec3ts4QWeuphBB/ubXYT6x1Dp+H6n/F6q756rQ4+ze2L4MJOfK1Uep35E21aXL+/ggnyPsTMxytj8kmSjnZVf2aGl9/w9G1mqmuyfDfzPzCRB+hVBwlV2/Mel/1sL7sgl53XCaksqfcZXgIP/Tz4Wnz/z9fjUn03Bp5Na/D1ar/a9bzI03qQUNzTvUJPBEwc05fv8EPm7/h7WlMkzn3yy7Ty2YMzL+/jbo5Erkx7rKKV9sTYeWYX3J7zVb+C7xuqV1tz8M6deomC51E/8bl823jJOqhjJDXaNyY3QoZmPjZUJZJ/G9oucmTpo3rrHP0dJlp+HoZyalfW5/N40uHnFw7xTmjTeb+GKvE6J5OrcxeFP/hifb1RKkvbak0qKqmfHwxp26XwU8/dcuSJ+dsTD8L7n2a05p12pa/8LRWeJW8kt9Sdf3//Gy7LudAUN+bC6o8mhxtwg5M6EmNWhi/Mbnfl+/wUyth3zNy7aJ12zP34KrnvTsk+ZP0APwlXer/hrFay/7xOFb+GKp1e8/P5lja0a+UoxT4M+wSGjy2YW/BF3eNXgn6prvB+NKa5K1Ze98fWdUc8klph750p2kny/v4cJe64f31/8Edu2rfgtj6/mfwfgkrDGjZ+XSevcNUj3+CK9/fk2qy/64ICqn54Xeeaogxb8MXMdkGzNOD5l/+ht/lYb/3tRnBiD583W1xNp8rjsgbaZP4Yl5/b4rTLL3ODKVEMP/wxqc9pknr80yA6n8P9J1O3bPUPcXFqMVo76/l/rwTkENH6r2QceGt3xfw2ze0UXghvbVwTwS2xin6b5V5JIV39h4u7gid0KWvy73qXTRJv/x9BmJWKK2sxoJnR+5I/hzL1a4wvNYxdZQ87Jal13h+1HK9p830iY/c/5l+fxu3Lto3QUx+M8Hff3dOhNOeED+s//FkjdOZ7n/ggL3JauHm0y9VV+G///Deod9G6VOy1kmE73rmvk2/Gz3LitHkvdWW7wQFv0eiJtMs5g8ICSv/VaBeDqFHWDTzy7Dx94adu6fxld4xTWT/GYgay/gvuQke+7zjBwIKr034/NWhz4e59nrM5FLLbW4+4tjBfVFmz4L52zKBqrjfTDh6mFmabdax8NkuuD909340r3M2Wjbq3bHrtImTLhfWUJluX+/G7ljHwi9DdJsSeLuhUXc/Ta2hEZYzkoRhp+Zfr8Oz5wdYSPlp/mblgJvavpeYJ/C/WLRF8bKXopZPnx3y4VE0JL1vNqZ3on31eIJ/he7TYZ7I2xDKr1XDC9u1B4StHSt4V+GPl89v1e7mv9e4ICXc+LrqXlRWvE/99YLpnuzV3ueQ/DELapvufFwwuZfvp/YLPEP5ty8/b8K3/+q9WV7vl4f0oYNvBB6mzNma4bEeblKjM168EnPmFXhq96+W66/C/m1KL75y5UF/w1DeW94RO89f/gt605bvBl/1wnj3pX/DnE8Zy8JeEH/rOPivZtzN/z4Srk4/r/wXd3quVeCcr9a3zfhogI3sTETc5NYYUn5BKXr3Vf56+H8z1w0ga+CLzcmF4fkuf78uT/w3Nhq+uP9P/Bd4Y9UuGjHmH4czUeXa+Fz/1crw7rGcJb3ZVx9x71yy8FNp9U1mUF9QCVP3BFtLjn4Zqag35Xx2gu3f++8K4p1J/1CfWVfPpB3XhsuT4Kwm6bCHwn2ugz8E8O0yWCFujUxu4eq3h8PVCVorQevfd6ML+evhAgoEOOmGa/bh2+HQS1/4IKkje5q8y7+bZS+cOTloy4/BCR9ffhLLl6vXgm1qWnc4VF/rcEmTbtS1xMKcmytu5Ny//X4L+Ty9/D8gbLbL+CAqZ8uuM1FT2jZhmUtYddHYil0yFv+HZ3dc2Lj+PL+wuWV643GaY96Lc7aj3pV8dRlTDkp77NfOS/V0ije0G8SXhwfc2/DxTOrxxJcKt+CPw0W/D927Pk+vbWJ4NVxZhgpB5wZabcN39LWyXp0Vvh+91yNc54ji8tjDSM/X/dQe6P+Npurlo7K25/N11WzhuyjDv7S8IHm/ID6xv+N6Y7km/3vK1+LGx4I/7cPxZDQSehr6DPjaDXcNQk66C+L4My//YJ/CH/yJq92nZf/TC/LKgZrctr/G9T0Pf8L9U5fHV1+EQ/p31Ly+NxvsdxmxvN3kTe9rFBA8dy3qzL1/Xdm5wyN0m2EvXeNqmPU8fVI86PLfbucdBfPqroO/yaEyJ9fGVxE3DXL7643ewgX/NjQjbye3e8fas9SsBJ4f9fCueCL53+b3O/l/fsbLd6Qlz9UgzQu8/1dAWqkfZSvWJuiqyH/os+Ev71h31H8V0t5ZEQonk5rm08HNX43Ey+q3gvkyVdRHtqVho6npmdLYz/1vjYXafkt8yye5fPRpt7k7sBzZKPGL07/G5XCg1b8Olm6BSoXZy0FcBZ9OLEP9F99AglrjtzzXxsjJ/6d5de618/TYL7y5f8bfH6Pcsy41OVDP+SylgJdVJg32fWQL5T5Fq6wv3DsmMwk6fL4W8dFWQP7C5y68P6Rtu2WmTuQn4SpHnyjKR48ccg6JSZfvXdBwi0z9deH33/6yg38OE5evw1Ifcvq/Qwq1q1XPkNfX0X/E8NSty+s11/8EWfdz8O03n4g96k+3jfc5R7atdkbpry/+o2RK9q96xnF5esDzDx1WjV/4Ibt2jb8KzUn4f0ZfnXc9WCXwxJK9y7dXR8yuKCWJ7aPS+v40qNw8FU/HPfloOJN0rxurNTi8bNHtaW596JJuWY+RtRvvw99S8I+cK/+OVGqFvPNiU0k4aPdnxvCtMIXr1XZnZ81OGCOc26rfSUid/+ldnMzZoEkEc57dql/JfvrD8OxqtrJvFe01ORzalPS0k5LtK937WuhW8vWy33B+X/7G5eGqQwyP461nRqHi2TN2U4L00t2jD/qZcdBtQ8y0na+GIynLaeJt/Hbotl3Yv/eaAg12+KRk9U6kvsv0NzhoJanPVucOMrp7SifRhuo6mn7kp5g+VCQf/wJcqaLT3XaKfG4cdINnpj2roXvvUZ6rRlP8eqZ/0IWnd5Kon+uU82GrUARvKpOB/G0WGXqT8ye2LNVYbZ25F9PCwn+eRf2r26kQ6qZYPq0v42ME2fIcLmlmdWyP9jkSqdNChF+rV/9MiL/hjjwiMv8aGc5uEf/C0i8q3HEGuEPhV+DPsE8vRPZNJkKy/D2chFTynOysm5QwlysjqPC1YVYj/hu91hl6aVPJd/4Lcu3J5P1+HMkZia+pg9LKX/XBBMHM+ksv77vqCLfqxbnVcnQ+14u/Fwmfjd1VjzMFzJCe+V39w6fHiS8P5Dd9YdIpfn1W5O3uscPg20vI9mxf+CbZv3fF+CKrr78GFruuq+vcLR+DYE/h+dMP/rHrW+IetSh+/xYJ7/r6CPJ4/n8eXk2/Debu3Y4zc4vwTeOPVB3l/vwv3fc8sLhzVK5Awb7YKOB/wrDLzvdcem6h/h/Ue5gRNl/rUmXAx7+eqWc/QyhXSVaL/+DCYl3nc9xvd5j/14Y8YWXuUfss15BQZxg08E+VfKzlzvxNu0SJkGcwf4VtK2eZhzJsDSbSdH/w5l66yjsNPv+Hdqs1979/kmRvwQ928vw9zNz7Jmm8358S/gw5Iybdyja4JfXVS/8EE2Uc283VUFxn4edXMeDKLBy/r0CDC1IfTd2j/NTIYSd+cxXDXb2Ifgw2/PaTMUh8OuKVBZf+C2ae3J7NxjL914MPM3l+Xyzz9eCLV3TA/D8cW+7W2tcP4w/dgNMc+Crl89yGuE5ce4Mv/X+FtTTHVcX8P7oOOfw2UPUNYIbinDcEb9a/gz8LknyF/WlK9mLxjdhwSPGd/hiu9xnLW2tMrKH2djArMXjerojaddnUZp3eebEe6+y/wy+gn0143N49gnsk+TzYRXVbMXCHpDGpHhzSPQgr/CM+6W8ZV+t7eHc2Rgx2ZuaaixTqCznRVfcOjje6zoSYL/G3rvu2ssvDeWt3FnJJtq/0JpKi+Cnmi5EHajf5fgvLeu7rdkdK//D+68p5X1X4195lxd6/xu8suT5NJILbk9Ydl0eck8WrX3Phqtqxwyi4T/+G5f1goJtBPJHM1LcvvXh0hCF+hH/euIYf7ntHEp+FL3dVRdxtXtvm/BBZbznSL93dSY/9dYLNyKfaD3gxTf25W+w/MxqHfKF4e5i+pIOElvyc0Su/halWZoyptuJhCbjxI3HtkIcXeQgaeGodpniHr+r7/C3FWoVrxOv9WcP9r/DWL/XNOU+d+Hdn8PVJy7u3WTZerEI53wRfPXaDCvR/BXWTN75PxsvvfjdxkiXkx3ru+bkjL2soM0wl8v/HR/NQS/9Yf7Xbv5sa+GW80cZ/8MFwwyNyXPLqQX2u/aFOc4S/hzaXF+WOdL8O83UP6Z2qVZKKM4vCozMmCObTlrZ/honHZFyH8Y0X9PDcuy0XrfG9tMumZLbImfPJyufnKIbm3rfxu+cjc08/nNmfh/LbTj6Yej33bv8EFteWy5neXJ7VwxdAmPlDe15ZrJlor8LVrw08Y99/2z9Zf26bC+48rt1rhyGXInvq1DS/18FtSeTWeRuX4IPNloe6ZM+wj0gS7tt/+GODLZatR6hwJ+cPyZ+H80u+XvuQX7I1WTUNdYdvHF5vGl6bqM80dal1xEareKPGa7znZ8MUp8GfiiLmOl7TP8bzepubzKS+7/HxnmYG8v2vje7zxmLO/xutqvUyrf+GPLoUt4pvSLE9E8J4JfL43/D2HfPe8Tx7hvyw/R6zv+CCaFfI/okix7l/2BVNzs1G/ggxhWXm+nVJprX712UUlX/G9fhwdKThuT8t8mZmGXb5QeGeMvdUlESu143eum7q1U27Rx6XDCVyhf8NWpMKxB/YFjbTGf8PZw0Z2jtXyM8Z72H1mf/L9q+NumP2c0915w01fF9E2HaIqAz/Vx+X/rDvjmMoZW/3MnfpFeh9778/RtF/has837n8lvIL4Zv2MKud/DV4l9t9hptDEf5f9cPcs1kiaLYJ831LyKti/4L8Ca+sQ8mVzonygZZAuiNuaR8/L/rjbD1aCh9o0lDL8mrsMaejiIM3hGHgRa88eJ8v7rgtrjTRNbvzL8Ld2VV6/KHBmPYUr53z+DPxW94WV/wlc/5Iyl/G9VJG/PF8mc4o1moltRYFnh+JU4J8vv+F4nifda//BBo7XJk/+GpJJlJ6s4mjS7sjKL/h7O7bqlD3u97W03fkD/77xtwqSvf21uLjVa89wuHFroSNNtJdDQrf4gufDmeL6/D8VD/8P3fJgzk794UoLwSZTNXz0rvHy/+od6iH7a8uL+YaMm/8EO4Yqbfh2NeuQg9Ub7sfH1UI+/yZRtcPrmULm/8FMO9Hp7vn6sfhbnXnkmvKWtNL/wpu0bbJ68YlBzs6/Urfhebe7vsvRtQlBbqw43H+HpbCH0BXJp6++dcPexRnHp/l+vUPY53jdE0tJI4pY8upQ/Mn3G5cny3fqXLcnVBlrvirOSJ9/8Esuuy0D+NV/lp34Z1ev4eX7S7g06C+971X4/Y/wV3h970zfPvi/BB4R85ah8kVmKpRyEO+mIYdiNFE4fwUb29pcWX61wVVW5v669+DDuk45VpL8+v/BhSQtIP9P6a43lRhx2//h69y6V45U5+XbRtW4Q4cXnf8bzfZ7ysPcy/23aK2t38Bf8GEsqh5IYkxlVOWX47rbRdLfn8GE/0Qcq1rmTtYWJzt/8K/DZ0mwn/j1m5Yob/4MOejNzg1bay+aUeLM0cbll+/wtFYrauieKLKMw1FzPzR+Lky/nr8EHU2HI5mblOnyGJZOhRO/+CuXl2nSx6ptuXfB+FsucsaxifNP/xujnT490rckIf3CPyzhiVSUtGgWfgok0lz22HSPzDn4Wyly+8keL5TUciYwa+TmkZsvvXh7Zor5fl62qF2fxsFN89n8MXtmzL2zi/DbNQ/vu5fd8Ecs/mfgtl3c0pZ/a1w/C3i2ozLd21T38A7fP6cOokyJutF/jdXDvivnk1//L1Dd+CR9ZlXsw7LRvQR/BhNtLplx3SZh5c7D07ev4L78X5mpMK2X7+4pL+HfJNb7ruoaXt/lC0ty/f0H834d8uxmvqxkDNlkZ89fKF5UdxvyVm21MSLeNpG1AZWyte0EfLx9efL5f/UMayWTN1kTj9qcvIJfBBdeYP+V5slr+XF/w0i9geS0HS+HaWWwsk6Vhsdk+PvFZygq/ev5f38M45VpaniTb/+aqr+C7l+sg85+Xq/xNZlfJ4M/BFiGhg36rxHk1eX/CuSGs73X0Tk4vL/vgl5Jz/1l/dcJUt58/heuIcl+pRoMouB//CVW/IUS/jr6V1xl6d+K8vKP3y/XqFeXJm92064P/w7PjekHtHjTN2vKyh/+l7h6pLNtu/YW+sjq0HuLuCaNfn/gh6TR4fgptZJGj73sfhnTVpfYYbzT/gin7kV4kH4jve2qgPKAAAAasEGaoC/AefkDWE3yn7L6ruGKzeYprsDbaX/hu6XO/bAg988+X3+wQE1U/7v5h/D3F8EPF19l/fwl1TL3/gi6tTsv61h/u7iu/Lq+2c8aLj3wxXE93xrcMj0X/DBTe7n69tNpf+CLtN9r6DG06SjK2/pQ+IxYn//hPuvLsv/0L8b9Hl+X1VtwxRvGPOJ/uO5nj+WxThnFtQ4ev09a4bhmqnXfZ8b5RP9eCzwg9WSZrP2X18sXy/NJuP4f5bxK9K1W2G+x/8F5OWlKIFhnc943yS9P5Tj8RrFwZ+F4Im/2z22J3qqFXM3aHMYKUhU599YbtEv/0Ht4whfANL2fuymPRl7a/jUtg5z/D8izSNG+K+F4Rp1kdslC5ARdwruLmEI+z/gglZNkyPbUsPfJ3CtXYJNoVKBP7v9l69xto3lPmgzOK+ES12o9y5qdGTB04dwkwah4eMNt3+Nu1PpsD3RNuhycTPVtwobiCiJ+DKXewn/xtnq+sjyfD3Hf+SJZh6V/V65hpEl8UaaQcv0o0n+RtvLPjZfFUfkPWzGPvRSUeEmxnDqlJgEfvvv3hGn/i0OKlr/8bjMd0/7i0cbxwlkw+GGfHV8NiJKG4v3/xsqLjvowJPjWzIN5GarLO6ptMnsEl98/w/cxIrX67YrpK9XCN5iYadDukF6HTsOoIbv8bd7S8jZu9hq1k5pGGo5cnjvNZRlTaF0UWjl/9QQY+Mj8bZHNLmTNmvkrNZGU2Fj2eWX/G2FC+TSewnnyaj90ovKEjIfO1oQTnAIv2lWstkS0UMv0u4f6bhVwluPrCG+vgwW1MaK77Hi2RyC4H8biFg6irN/tmx4/NiZXsYYm/VS+njWPL/XgglkJ+kMkRz6qVI7py/cZltnL+/gg3DftU5ehdTq8adxsrn/OKsIww6H+GKqCF1jYojEuS5B140CPcvkkYvs5wQZ34emYcfp/BKQbq+qv7L7/QJ7LPhttffnOvhiWp2MQZ+HCXuuKGaVsuO98P11rSNnqcKVhLf//iONFh+Xy/746lt3us+K6vw9zasVzrBFql9Hinw18yYf5/xnLPOXqWvptG34dpf8W7nPyx663kX/l/fxXw48m2X8Nw1H9fadhH/V/HaV7UzkOTnlL/t0CCU1DvD1EYF+KK6+OFDTN8PK7D7jTh6vTBB3dxL3x0usUl5heyCXy/+X3V8GGzMf7mrfk5N43J8EVRk4c6mX99IPfj3TZ1NuVKqIYeS1/MtPcqg50/sEG7m+5+u6Ew59tmpVfwQeody6yL7MJ8q2NQR0qv//jaVGz3wZNvZLdu6pLwAH/kF7HxN/DWZ+07MPyyVwsH/nqHP/2Ql/3yeDPw14d4CptZT/+H5HNUO2utyRInnXlwk8OLxuXSI+X9Xwtfdsih/10ZOyn/BZK8zG7vd6y/DG8siprq3aPBqWpeCf+H67rJin3Fi+1DnJfwpy1wxlsWm9p+Zl9fsEG7n0fZ+nhIXmr3akivZnTw3cX4IJy5sfDmRuRXlNUfczX18h+U/3JfhyktY6GVs3vwzN5DcUbdX4fi/TTSTtGHzf91pDOHB3TzvNBkvv6jM5quTb6vxmnwt5Krz6dK1KOC7/y//QXvOXif8Y/MOQm8Z8K+MPQ17Icl/Ibef1kmdp8bxzb+vN9XJl39bKMnNtEihUgXeHUCTv4dvX9jqsO+9cAh1WR//wzUrdtd5dHyceRipb/gnlJkvNnZ+H+5+X3Qw772jq6e2RQx/+NxXza2TbmTIcdlrtWQuHvjjyWaRbKJDZRYNPDWVuvGrn19Dd7vmOBtGKa8u9Y4Iut1X8wS+X39Rur+Xruz8aWfWmMhI/8PZYshoGny/v4elh4jk6pw53p1f+H3boL8viL94z7/BfuZ+MUe2Ih9VILbCV85oIdOd/D2fEfyoC9auMTXcNuxFsoXn4dmuO6/Lmqk6pdxYhOJMKGSqPuhy/7SYIKQx7MXpBHRrKFZJMSBDjsPWYG+b40RQE/f/VYar+w7xuoMZPrV3svfrtc/mn1Gj7vLaLS/9uHb37l0X18bVIbtvwnd9wcf2FfhTk19J9347h/zmX79Q7udreCLdZ5WNi85CMbnbJyIAE2uqluNPX4d3laWORiUuHf8lB/pqA7NZ35edv73v9WPxs02aZhkXvw3WXV2TpGLhuUQy/l9fw9fZs1GXa/C5sA7LD/HfvHqt/LeEj8wZ+TevwXxn173viKDQ0evOrPo5K5f+8PZWrO91zYehFnF/YY99a4IOaZ8F4yYQk/Gyd+pSDrVnR/XWNuk9LL8qVcR61VuOnl3jO3TSffG66oZIZtpN2583QjpbY1BE17aZgehhoUtYN+Z5J+5+CCE3p12fU5DMMm5RubscEb6vu+e8bJUv/0H7LWtn88gq86WHB0MdAbw7J7If9Pg91miB+Nz5J+70oT8m4a3v9x8O3wubXTjcs432ppcjKxZbwh9DD5o5HP6x4Jvw/hBjR0vmXX+RA0cVFDEb4w/FjtrsI/w7hGrLfw+8ESjnJf+UO8HLtT/XhzNeobYFdHa/4um141JH8FF71fl+HqS91HOxvX46LOxP43GoynCuEvMypNo8Xrm8WYYtycNoiJDCWyUw1+LC/HV3S352/D3P1Tfd3rw1f+/+Iyd/mY/Lz+DPwT4b9PsRpe78NTft+iI+MlVL9v4IpaXxfgk7vBXjcQ8n+qk/d3rG4yHlrN0XzMg/jZfj5bpNhIuZK8+1uB6NdHIKhm09okLZhnudl/vUbWZG0QqAl+D6b8/jito0PLU9N5LwiYa/CfBR9iH4ufH7u7Xw/P/ep/SySM8M4dbNk//FXN5dS7XzXda8EvdeK3Pxur2ac5donhvLLVtYvj55Blubxn4ev7T4k33Je32he4BNXj4cWsavMy+7pqH5rmrUVF4yxM23Ge+kQ1Bb6W8sgzL8fhjxlXq+86ZbLUO2HtCkzm/cbk4aUPjWb2nis0LxYBZbWBSo7Gb4wi1i/w/34rco+Nx5fzf6KXBcDP8FNZMuM95ce8WvoE1fT5/5QZ+Gtw0phitCcfhL2strL+uoIIRensy81dzNU56/BQF20Ev4+NJhJwXAg/8ftL/G8n6rFOefh7cc8GXj9UCt7fy+v0CCVFhPR1J0BpS/1N56ZwYVV3L2QyJpyiX79wvq4xLfeU41I1g7/w9E+n0m5Y1W2EETT6Yj1FxoT0+37BnqNysTy8L+L9MLPtJz7OrhNVdXea6nXvW7hSZUrc8xlKFd1dsnYVOrWuNm6dJEbl+XMkjXL5Hi3T6AONXXPH9dYevUnB34F2WD83IauU/b1xpJavvL/6jbvyDyIPnibMZhmtY/44/7LUMudT3/G1PbidiDdNLPCit1VSCsR3LqMWKLj4udKX+6cEHV9z292G1Qm1Bjm6+vQv/D17h27zZ5wlGevX8YvMvHJ/xvFdRnv3bj3PH7Zk0qRtBtHzJuCT7WQBXHfG3l7tLStjeKyknb/mSzBZql66mEuFEk6L1whl4rhZp275frVRubvbea6VBvllhcKOHx3s8cxbqaFkqZKgl8S/w7mbNn91J5Z8W8tS8qzHtsmfQxG8WvXDtH+dk+MxGluA6jhfvE6sfZz5f13Dshx2yzkms3upCw9G+Wpw//Ezy8n4M/C+p28Q5Agu7xfsOCX81lb43c2MZ1zMO+cVuvt5WV7Fusim2O/3lKH6/je9zTStWOqN4g17KauLyavDaOFGofjdXWqtVJLVXdQ5azcsJTOep3tHZfS1sb3fhv0zHu8IyccHOw7SfIZtZf4ILkx7kXX3FYJn7245tiwE73q25SErwUsh/cbrWqHY/rrsIfR39J85MvtNB3ZL1EjN79xs+dSYaLtL8Zqxyr8XDdMyFj3SQLcXk4YhW0bCLvP1jj4YRZaLntzV+NzYNNm35Nez9aq83OFxstDPGzz7w+4dV4l9S/Ds+JP88Tje3Zcnb+/yg2nx+2Pw7j6WWKcrAvqlXptDJGbkd71UOqx8Pc3D3u3HVt3ZFwHole9cfKY5zVO/xs3HPu/cfWbBJ6zI1T+ckmgE3v/evR7JEMm4N279Mwr/Cs+JGeGLzjqp7We8wz/8PbGbpta+Vm88rUTIkTSqS8sgORzhGPMzuCqWF+T6SyCy+Xtkhififazcc5cuAixFQRMNoRZNvt6uNhv9LWNO77y93sfVRl80sbjjb2n/ZQ9L/3h3PUqCIPHrhPmXo4jqow+pTe//ggvnxTYkjkcXjSjMZiRG8dh3Fzik9l0Gpf63D0qC+WUepTHS5bD/PQw4j/m3c/r1Gz7t3W2vJhOrIxZotqRITC5NZP4YpcuS5rht0u2iSWW/3gmX2voEFdsLNmUzZ8S48H+wXKKOW/jbud8G4We5/nfZpQtwM1I+hgox8Y5CUBmcaL5EPw7uWnc+1VGC+L5UKPmsF0Od+0VDUpfxufFQ64rs91ffRmzchN4YnV//v3G1rh/Q+GWi8ml7fw3I5H5xIg7XnZy2hqvxtntNz4rruekJV0HHP8yH30eGlxtuW0YSwl86+Czw956bh6SLTsTc4U7e+N+FvjR8bucIrwwvsNbFeVdR/v+J5M+m/wQbUn3eTHfCCR7tN6/fhfxKkNRqxS2VZ4/314K9ybl/WuN+CfbjeXm7EGvhi65NcvtyweNe/l+r8vP/yUt8v/uCS+XPmX+nyVv+Jl/l2/4Lt36tQfhje+fzN8zDRQfov5F4IorFbzE4/BTvfyRvfD8O3IN59WbrVdM4f/4LfNw87Lvl+Nm3Z3xvphH1+ZZVKg94RzpC0/DnD07k4hTM+Iv/Ljcu3rM2WUuCahVnsv36NzB/4f4Iv2o/e+5M22PGvsKlI2uf43Pk3uT95tY9aVTCgEev7whScNw8OSbin4VjakLfzdvpPi/zEg/Lg+/oLxvHiWCJG/UZ7Gbw1pJreN3BAvHhr5XP8FBmvshncz7l99tRp5qLKK818mbFi63LuL68lBblJls4RHZl5L43KbesdpJxtd7Mh1diD0MQ0R+vUEpKr15dv340pOubunJjulk6l1zP6yAlap7vgnf/GjzgjX8PVnfog7s7xm4ufmj4TMGePurYPnCvxtojl20zyqX6zvd7vhuEqx7wqrHOX+twQRqjN3yyNF0m5lBI4CD+Mz/mLhjlO6Hcpfr3GzdB50465FRJ7vcarabwzPrue8uQtJBnOf+Npli7d6Zuz8tY22nzzofdc0LZEaGS14RCOJPZfv/8M3mz6Ma9/Xghu+z8VTvusngi26/2vovHEGDTwRdkT9+CG/Pi/eq14ib1u9fgm535tklBl+38bWw/Q48RxLbnZGacedGTl1pDEZRNTSuX8nxvjDYpsliOy/P86U2IXkj8+IpHJuvob21QnTQ/LKVehbBona//4enguZmOuD2iGmZPIcIeD/eHGfl/9xuuq1CfJLenehxdZnzh97goqkOTIw1gecHItl+NxuURfg+uQNc5FH3byaPU5Qwl1PH514cEgPv6wa3rdy/3uNrmxduaye4AgfJaxpkb+bTPA3//hTJ3rVMz28z7hzvXv23b8bdtG3DLlEozpOd7+aqyJhxcL/43DXM+K7vxrjw+xI4qFPJIJte5KBfG5Vpe7v0/mM9Y7nqyRXLOSKs0i5CmkXIvJX9hTqXj/r1V2gRaUPH1cil26/G5uPtqTyzCzlxMld5VX89rfnEqmSfy/90C/CD1K3roPg+tM68f/fH2/wZ+F7IlSy4YoGDfOxtxml/rw0z/4fjMZ/l+SOckFFI5VveHUqbwv3/D1OaR4m2yAQ/gW9r9/JXAl0Nwo8l+HpbdE2tPJRqn8F20+XKvs/Ds8VyUVIjL6GZqtpgkaqMwx2pFP8O6OuL8uHwzaT2WlchsJbD/H/w9vIzWFbRZEz8oFGHy4g4jZUgScv7/4d/Pqhv81r4n0n3DxSaFYnqPMDr5YdRZtOlk/G+701d9KdoR4zQjKMoVukvBCGCyxFmfjbzeZu5WM3G4THJFpYdSlxqeVMdosa73xvbC/xL8JPdoMlD66z/Gn0C3LQuQoYtmn8bvb5KlE6jyskuKsouRYIb2bnRtvDKUfmFX8Pa15J5Hc0oLkB8xje4u56hrF8P+3t8kS4596sNcPWL/je0smOXqbFmEw2KkWVRmF2V4J/xn+NmuXiuyHUTpS7k/qZ/u9Gyp6t/xvkvDJqKV5xKL78yiVfgj8PsCTvx6icv3Xh7mzfKx7suCtyEdSlcdLJYkDH9Za4k+oWZLJvw7+5vOzM3y4mTYQ7Va+OGklCiFoW+d6y/dVh2xfxuyqR2P0Rc1qtdYEr/66qbSP8/vC4btF/h6vp46+gy8zfPkN+tSqifIbH96ywqPMLA082odpjK/Cm4e3F7q7PveUX4f3J34XM2BL0hn175ZRTHxTw3JlDgyjgZfQv8EGo3m6d5td0GXvUkzieNFeGl8epSfgvk0vdrF3Vz/bQozmF/h6por36q7bP6t9oEoYXOtTqVIPOnlu/hfDVBW4cWfo7/l9h/Cr0wjw3rugP4e3C5s7vrvafRpF6E1E7fr9QQYVuPKbC+TrSxmkkVLRtFxKt4IxwJYLZrv1BBGFh/lt9uqlA9h6baonas6C5+vDm87VZ+T//WX4bm0rGpp7/+CnjL2xPj8+P3b8P6O47R6/DvnUXwsFFwzarnQ3vtNpOX6/CuXJts6zkkSY3e6vmwIvq098GEtdJS51/DF+ZjtKu8Pc6k31dFfyCHbcdjVwifv2qGrfwQbxXDHq+cs+6IrwZPHeiNqp2vKJ5e4lOX30sbc3OR42ge0p5D2/7a9LcGZvJ/BousL8MKksc+G+m/KxID67xtsZCXJJ0Z857yTaSvk1XaL6GtoUqMzhnw4tVdu3CXxtDvDTcajK2OS4f6b1mu8+5gguXbTuf0s5wYk+18v/WNn38tzut1Wc6rgZjRTbGjmThaX37xvNlI23PBNj+QrIT10vWewR7rYeudjkta4CN9U1h0vgrz51HOS7qm342oewJDOTY73vfd3K100WQ5N9+aoakcYTn+CnWZlLfdvD8EF7u+qr4drzR/+CvWz5+/bzD47uSRiz/VOX/6Gy7y4aMpTWrQ9fZnt1mvqQuQ/lWw6uH/y+v4L+bWsNqjs5nlCoZuFxx1hhW9Gfjc+RlTtHdukzLf8EvktcwTdexvcXZyGohn43xydvdreUseXRi7IRdppYJoJOA2Db34tZAXwVwxWeXp5Gc61IV343ZG31eWV73dZOH1kyVQ/BhZ/+N8vcytTddh90ewQ8xqEw1J27wKF/CPBWw+mjafxsPS+JA0klPb/rJX/FZdO8aMaGhHJAfe3fbj6GXNtO+oJfvN9a4f6gno5+8d2z5narGtHbjYa/9wQXxu6T3cOW69/+/8ut/DJQ9TPu0Eb/tuCPwaeCEjvwfh/y93f4b0uYeOdmTTQSyZfr8Nz46YqoXhvGcPf/BBTlau7XD9DtRA/mHZaDpbl/7cKXe20TBpxSNBG11XRwrr/sv1fh2f+q5c5z7rGUl+UPGWefl9fxu78zEfVdcd/LHScyWf/8M+PrHJBf9f/+N7tanw82sv6pcbDvdrmQGLSbL+vYXifl1d1OnCL/l/+Nx6w8Uk3fflXzP9IxwOTdcKfG8O1NxPvvDUzN+FK/vHWhWf/Cc+Sfj1X8KzMXn/qek2aTMewc/D3l/PGampZkDzgdlTCbN+BqKw7J/Bfd7a6TP9ruHwxacv/uN0mEU7x5wPk360vj3jiRm144qmfh6TuXO797nkD6CHs/7/C1MaX73yumQ+q21D8PN/LSJDBr4W3aIVPvq8ixSpW3/BTXV61pJffjcV4bLUN7peGvOg014WCXuYR68+kCpTn8dtRdPFebeX9/BVSTf5rDH++w+N3mQHwpyexBumIqKSPinOR1B/XWHd7ywjf+TV+O2ccv+3hbymGWc7PrDyvDRxCN3VP+GssnT/YQgdXVv+X/1C9oOnDEP1HudZuy2eX/DtKYCqTFNcnPHuWXKGHDUT6HVoLYcj+FOTzN5JT6tW07fc478IW1+V9u/wzpLU5XJJPG2rB+X/XG9y7zx42JUm9f5mll8P7ry5LIb9bsztCT4vJMFO/ny1W+vwVdUnd3Vcqfh27u76qOc3wpCrUqUqCRl5G/hx8P1vTvL6mzVAJKf/8v9OoZudyPcjUnp7jpFBr4MJL3eqamzMiQww3Ps4p8FHLHCdst4svr+Gd3xjTPcf/BB4YfN66lxRss7m2yab+CCPL59uTfl8zDmEh13/5f+8fjv8nP5r8O0urmzefDN8o08aBI2McYQ3fBhrKlffOf8M5fbfw/N3WH94TET4cHSr1CTtTaDQ62lwbsqWPwX7mzzPfDDsMH3BN8eaZbSv6PXQPvEVb6p9tnjJWy/34ezC1yRt/z61Silt8kvy/v4c1GpNn6nEUq+L4MN77jjJfjW61/w5UuSw7MFCVvIm2+/ggi6vxv67PbkgsMJyQ03dywWojX3qgpf18Kb3u98qA3tXJKsv/qCLarMfhe3LTXLsXjmn/D+XbmzUZc+bW7c2Jkn/OXUNxcXcW+DPwSEysk4COb6wxl9w08vXN6TL/DOyfdkv8K61vPigQ7kp3qaUu3/D3hVxJ68O+nr8qtq/8bt/LQ3hvJ2fl8Lh12Y7rjkcwlb+CiiPvvK3ij8FnDFw7pW915vwjuvcmKbd79Q94ZziMVP4uvGKkmJQXDV4v8Vz97UzHw1ptrFa7Rnn/4Zlz4q7X7w9bj4IZf2y+/4282NPk+afyt6p0Y+ff8LdxXm8rftO/8Kz8Gelc5vpBapQybfTr1r0tou4U+ev3Lp6y/euNyYbT387RH/OGbrNs/VmUNGejpL9vqFdqb2mpwTU8PuOZGdJ00XdfCu36rlMu/pU0s+oGnnrPSn8v++Hrv1lWzV+D5IsFkfL+743n93Pb4//4eZPxfbIFyFuX3/C0RwjjErnz6GEQ7vD+vBhpTGxKMstdCmqRV/8GEdmW7tkH2vZ8OI/l+9XeVNLXhne2vqVj+Nljpn/yEqst9URv/fqCKO923F+G4fevsflxrRfrXCsVvfJjwlV+//BhZXykT5lND7m+EXX/hatZg86+L6GE6X8OTl/l/3wReeWH6sfghy9r1Xgh4Y99AeMAABONQZrAL8B5+YNWRWY/hiXVfm7zfEc+nn964LOOLnZk1eX+/C5Oe+X7mnCT3UjztdvwR8/4fhXzfHmjylVhJ9I6/V8v/eCvy0uMriPGFJL78Xt96/hbljU0VMLRDJU4ZdHhP9114ovM9e8v7+Guruy0llKJNsQy+v4b0mzQX56hhER/C/h2MvvX8qY8JD4YmwnDtBmz/g4JPo1/Xgjkz6/DFgob1LyXi4aXzXvX/i8u6CkxP4vKGwgczy/al/3wVk5s4Q2q19PByDXwRlDFD8FeC2syZqbe/BDTZOFw/Bb1GVya8IfBFq2uX4Lu59Tfb9cvy46q/wRXbj1WVPfE9U5IzZ8EfjD01+I1dcPZ1ry3f+FvGO+rrvt//giqvB+N3exBqiS2s7mu5mhjrCD2V+dw6xgSXx9PaWyL4d619d3NVY1J5LYf8omUHvL/BMUkr/P/FBoX/dTk7+BG1iXfwvLhpHz3XDWHLY/4Y3Xh1lbkJR8o3zNx5lmNJr42sr03NmTWxjd05FOUWG1uWJF8NN8y/94L8eX0rrDe+EZt5oREKun/Bh046uq+oHc/P/jaV8kfGvbtubrlLE3/ha43z+ptINsIJtBr/L/9guh3R8rbu5+FbUYZfNVfj3VtXwYUb/UnKn3gvWAr+N/7l/dtQQTblybiH4/U25nLwxN38vr+CCW6XV3nKVvkr/wT7j1Vujd3Mvvp2HsYX23k++InMx5F04evu/n9AQevc/yf/gg7Req0pvI2b8JPCwhW92JfX1G3lt0ptaa6u/LI2Rtk4did//DFrMN02ruM+v5Vk08PB/Dsb9s6V3y+voIt/9waeTNlZfXdw9Caf8zHrd3BVlFl1imVi86n/8PfNbr268P7DH3aqX1/DWYwvmyhZXrQTvHun/G93GfN3x3HrNixRf9ww3T8Pya+lxin1WsEIXw+zi/6+w/XO6N1fUc83MY8guWqF/D+K3h7zM2yMr1aswqrND3Qbkuk+TxowVhpm/4f5s5GSRVyupUw+UtbDP/japT65lnalf2u5T6GUm3W+f5A7L/S43ui75cnZE7S1eXJN3nQSfXtHw3pMZjysywBL+K32OY9BLX+C+kGPH/k1YNxwm5DwbXkinLU7z+Nqe/tLdXD/RFE+NOLp6OyMO37/4yEXJH1krCTZua/l/xtclr0iyqr3TeDw1gK//D96zYmiprPjeUKcVluPC3/BTdyyu0G9UajaST/rOx+SvK/4a1HqifYlaJGN53SRNFr3xfUndbg0X0bFzMv68O9so+lz8i86hPtZ//wvx5ZTSK95xeN0h2JzCl9e8PxfLjulNjn36uUVaHv/5pPTHcfBH26HCs78K7nj6y/KWnC/0FOQ0tv/hysI6aa3GO6iXz/tPy/94b8TgpU+4XX/gtkw3NP5oOPgwzzs8uNf8dlh2Go/Iduv+CC9quefTYcVx8HFf3LgbNy/v4V0r8vl8fyrjv6ecr4Xm/y5Pvfuo0/idZNl6/zeXPhKf+2+X1vxuorykL960lq2HuV24YSxLl+vUO3fLl2iL5hWLpuF83aSMLuHQa+esOxdL/8JXGc+T/4c2kg5d4vhlb7z/4f3RZslzi/HjafCquFv+Cfc22Z+l9+Nhl0dqbWF2L1j6uoxEzfNkWVGS/yeCCT86/vfUOlsX/+JkyetfhbWlHfbX5gkhlrCHv4V3paV1ww7f/L/fhSlqbLmM34r+/Cc8ZPar+H+Xn8+y6EeIz/2QMSNtyiR006/H8L7RY4bouuvthm2n/CNLM5y11yd/gkxvLu/F0yv5McI2hdL+N6GWJZXzjq7qblzX48Z2i4NPDnKvg/Plv4Y6Z+5/tZzKudCnkp/4Ty9LJm/xHd1y+/sd3P3S7Vk93yY3b828u4h/2ml+cWTYi+CO77fjsnlzJm8sV43qmb7dWLcpst3t9I/D+dzLgTNaljh8EGtXa3kdhYc/f/4JZP9a8sv7d0GZWX/D4bk0Zr3BBXLl36qvrCN0t5f18L7jq1ccxtDKrvqi4npfl+7rG+RgveN5ftx3Pl4s3tkdZp/w/e9OVyUCNscv8orAg7/4ukHpZ2lu7/hzyvWmM5fy/+mF9w+ZVO4KzHnYB5QoG5t//DsufrqsmPW4IuHZVqNrP/BhJPMytJncacMzSD2aU9p+DTwSa1MYy/ftjeW8lmxV7LhmPuKMpakqtlKnHTLV/DnVZfsp9PfwXXtSSlYyy/9Y3zadST9erW6x2s4zm0rv4X4S/p7X+dc86/+ThvQ7PhuRd9VoRMZk1f4L81KV15fGJZLBf/4KaTu+1/PlUUL8PeX1l5bw2ZaMjhKPmHFX4eivRQkii0XwRVnTua/C/C+qObeTvzK3LGEkVzEvq/h3M88q9FLkTpMWVatECu9xHy/7eF+EP68P3UBi8XSXtjOjRw2rD08HfBFmyd5Bfnr6ZrrXjPwGUHy/+4V6mXBVVDGVm25BwQfiXKhD0p3j+C7TLvJjoWjOPhOo53z5Br4azd9Y7rv5f13C9qpLqlhh9ptpnIHazJ/w5rSl5B0NTq/l/+w9LkrMebeHCi0XMpfhzdWBRgTYc+NvPaTjfdrfm9KKU+zf/xPUNUps76/Ja1+HLt7cwiHsU/4KJsZUnz1Pvw/yXGei3yNGqKljkA/4IMRCb/JVpMGbGw6Nt6qThpcx/E2t7syf4d5HrJu2QjqnOaT/8bjlcx8qvbZd91NuzT/x+HOsLL+HLmG4y0L/V9tFLfG2T61D2kZvaLvymPpnv/DXJ1nCmjHxOKxVKyx3L/BPt1rNmH4MKjnPm3c4oJvjp56jBIxU0r/Ctze2zlxm/iHesMXnVeEpg70sVtT/nnxe5Z5kffXXBmu8EXhf0vwrNrztTfmjvJLY//gunlUU813PwrfV3a99JqqEvH3xeF6qXeSOdWG5JDAzUJ8Qig7j+CSb3XD8Xnbu9/h+dth3vdI0fuYvTy2SZeEfPjK0Ll+/wlLSHD/27y+v4dhLUu/WhVspNfRL1f24tAjevnbQEf/Cvivdaw1sLYmTGA10ssv4crfhpjJEXlPhWrkTXh2q/Hldh686x8ZIev4qTSXuNx92/BdrHfZTR8YfDGJ99ZMTi4d+QOkg2mg5zJfv1BLc3ezZVJMzG+sFeolg/mz9Vll/+gnP+fKbg080vf+CvVKQZHWf7u6vCd96w7ov7BTusjU7ql2/G1CHHSXep83GamX1KpWv/G7qaL1PP+Td+rjHxAguyfbHFNkPnB1/HeP4GJyWb/N/uXli/8GHVO99fNdk9+o3C+zyR8W95MyZOAqAvzDoJcu7/h+sn+fGfHvEaeDQ8//8EE+LjPdRtkzX8EH09jC3/DF2yt5uM9qVY4fOPO//gn7q1SkbfWCvadRXT5P78PZ5zLoPp6yXlLQ4Zh0XMfL+vhbd51LbTpR/6Y3Pah+CC0SqXSubrZISjC+YR/4KOOLyeRW34I7XNIjfqwBn4cNy+sMOjfy+v4g62fkj89fliU60Ny/5+FSGs10vG+d9Q1FVf8F5Wg36780SlhrZ/KSKP38LVivizd3LHYK4zZv/h3LjE7aV45XtYdbEGX2n/4Vw/XHb9XrNkf/U6fgtyTrpvLL764WtJBe0N7N9oz3X/4JO7eH4/WksuT5/hbmw2h4prz4yHolHX//+FN1vrudsqdSp+e3OMQ5Xfl/XoVdeM95fW3w3JK9yiLAwSn1km3V0vL+/hjy+tVm9ZxYf5qKX91sPdaSx8v1PvJX5f3vG5e/tFyvNt1WEJj0fdp1jRgfzypzPH38Gfn4eOd8v29YKZ9NO4l/uYPy5bL++oR1e93hjLfr+E5JM7+0vwSXSflrXG03kdCqssavdn6Pkf3H6hJjO9rDuSR2143Ssw7P8Rtv7m0xb+CvWvL8/sfhenV7rxFXK/c61fh7n/LS1JkxfKmlkNfC/UjYh/lWbhD61/wQyX/fgv3n1zh99ePYfMgMgT7u7nQel+r8F/Ls2lbuqUNOJNBxD4dl+W5y+v4duXh961k2+8lwArl75prSTz2fr1Njy/4Wu/pTsRyfNTB//nsfWPSOcv8nvU+/wtxkRM5X1X4ettpf19wZ+CLe1G/ERn80l55fDMfqID8LiUPcl4TvJ/z2KY6t57TKOtE/irKsuP/BBLdfL6T3SliJSBb/4rVuyxvvhDzr1ik0zw08//BNnzJMt6xfguvc1luH+SNsv6+Lur0ZZL/BfLqV1kLV+WZwf33gk5rf789j/jx8kPLfBfq43Rw3llkosJPXXwxLvKR/jcvNK5Cy59ejz9v14f9gV/De2FcIjU9Q78HyX4dZ/L9a4Joj9M/OguP978EEra7dyaEj4mw90opLpRz/go83I9er/rUGvn5Q0vI6//Bdyzvfl+CvSur3GnGf34Z87Cx8k2//jc3h3yxfx+UdPSK4N6X9UVY/7/L/rhnJdvksYmjLZgrM9v4U27VKUtM3krB39vwQcscq/rVf4ecnwn1eTaXw5l26/TUr/h+9qgy3If/P17nsi//BdhxwRaol+HwzPhu7YwfURDwi1PvfDGrm+L+yKVb3YcLFX5f38bm+R6pF8/WuTF198yj/8F1T/+ruPhnTZPl8N3U+QK39AovDZ7eRd9a7sFMFacLSqQ+T7KxXJfpX8bJK/Vdztw5GyWfK+ntD1xO1sAie+R36dt7Vr/8f8N8N7Fs/jW8Gfgi0ruJf+sE17a1I6dj8msm/BVWhenU0G2JlM84+DCGfzb8+FXixfhiLv/xt69255yg0Yends2ACuM3Uexpbx9Q2j+J479n3dv4S5b4RdL+CfefY61zG3rh7NTXbn+ewytj/L+/he9y3lxzX8iCePwU+fZy+7rkD0X4f7m/DuAuM8I4IfaJ3B//gst2zfLl4tFmX/6CGmvD2Tq/4rcVtn2V/BfLs4w2e7VMjp/8b5pXOpTVI3VmJmFdfYInu+FetlEd/4fu6t/cuVkxRaWt9f+GKe5c9ZwkVBMh4Or8H8Lcc02FdpXDir2X/+crH1knMGhfa/BaStSYQ8e44PwWZLXvaPF7wfgv3fk/XG/fy/f2P7Z23cftrNv/D/Pvt2vHmLXVrA3eKNVwLJxNWUPxsi+N04j98nm7vcmSNtoxFh+3zr7+g7+XCyrW+mWjZ05ZQ1yRm2rN7hn4S1OTTanzX8EFObTTP+uvrNyC7wr/xuXOqTC/NeZ+QW81DLrA13CXwQb35rbNXuAzHXovy/14emkPWXslnyXVGYjcIna8h+Yx11nRfw7ximu0xK5Z+ozzBfdG0Pfl9/w/svhnU7XPrtpxHynuQf+CKlfhl9/wYUQXfLnaf7gp/k2V85f4IM27pWp91fsVX73wtLZ/j0plIib6EmnSD3GR8sMR7Eo0LKvUFOpDmrS+N934Z8P8mwbc5k8qTZBcGnhry6vwj48r/l8kb9QS28kD4yqtl9/wXwrYuEssJyK/cOIlko+wP/8EWbv7vw9TdL9L7ctX1fVtnxO5xg8vQ5VHw/Qe7eqqsiNfX/jabrw7HIm0fueR1OzHRH1Q932QH0vh/fqNq6l9wS3yV8spczr7t8/KWKty/+4Zu35Qh0K9L//Cs2WTMf6nxeT4InrR/4MI906n2n6OBp9A2vBE8b6GIWpwX3pDffwUQ75F53m3+/e1WX3+wpDZ4u4icJHS/03jTGN8ZOEfh/J983YVZ3hKudalOy0/fgnkvO2sjip+GeTT8K5oghfPdfpfWL8E0kutO0GfnrM+HLm/+FL2fOm2nJ67R3ZGy//YevfNGM42MrrAQPfvrdSWf+N9XOZaO92/U2r/hmajA/s14Lc2Evm3y/Ct4rreZaobXmPbq4OjotLUvwWayvTK+8mt/x6G4dKD+H3s+XCZ2Zdwn5LWmn/4ML033LvUOPNxTo5+Cf0IqyajgcfggvayN2YTarKKYdc5s5w7L9//hyqqTxflE9yD8v/eH6y5t35nbVMwpCdEGu6/4LcuPYaoveLL/7hTPbetVlaGPd46sLL/vjbza6kC+9GmLi86C2vuadfgwzSnzSdSIdX/W+L3J8b/yTPhnHdCfYeVDJB8w9kl9fwty4WoY+vsS7PT8Gi+w5qHaYxlhuSH/DUsU9eE2PP+CrJe/OaL52QJf7XG0yH/zNPHl+OreXw/JtT95cFaXwV3xup8zUri/CNVcqfLXjqYl++sLbu97r5/z38O3HqeQi3Fid/pHEVkF3T/4MM77pV3V/rfBbVZv2WZl1eb8LQ9kuJ5Pr8gcrhq/T8PbvnevSL7YFCmGkWDKJlF8lfh67bXivC+5rP9//CNLfdWq/hi0tSbtphaGJWEvmO8Yn/BB5czllmqnhgPu5VjcdZxgJ90yrfC2UH4NU3jgFvlfFV0h//iNUz+fP4ck6pJSlC6zh8zsMrl/G9272k28mbaqMlJp9qH/+FM/2zXl7/mzN+G6zfHmv4/cwZ+Tl9/hrVfaRbX+i/34V7m9j+P18CF7QjuAXH+GeX6lm1estU/cm8vl+68M2uHqYvmcQXY4V7eN2puHvXJGZ4+fPKQXCBq59PswT6V53TXhHWk77vy/WThndbg5x/lr9d4V7ueWOiIL8sSXy+2vh25DbXJWU20JF+Tj4YvsX/gkuuQWX+vC/bWfPvk7A3T+CGbNmXPwrjypXzPdfIhPf8Eu5BbnzcfJDblX9uHtW9tbv52Htnzc2/wzUSf1N3Pn/gPGAAAFORBmuAvwHp4fDmHctyk/c3++224anT+exwn2dek/L/9gq8rdmp/8H4YkkkeWnEeuUJ/o65VMO8jBP4cjObfm2asqIw6Grdo/JGadgx+N6Mj83J7rom51zWk3oH9wsHWDbU0Eqn4YvfPpquG2zLQlsf9f/h3oy0yxp+EmWiLX+GZdeYv/eCOWJ8D/xB0GbL/vvq0Tw3kx9fw6klaDvje0uHvcuJls3/n1cBmaPDDVzRr7y+ajYUt7Jeig082b/wQ3tYq9YX4MK1Xdemkef+X3XcNTZVNzp/gSb0O3/4LNOntrl7wZf9cRt3jtcv0r4e8vrVc2YPvTbN4a8EmHul8PwUe7k/9XhXF5MXudISNxwvHhP4INCXl+t3PW7Z6fL99UCnu76dRteYfDWbzeWpK//CXc+cv+J3XqvwRVXhEG3i8eXs/+Hyh/kb9zp2idyylMqGlqHIeY+RGQ/D+HYW1RK6ZeE70X6/LqDkkMNoQz2MkjRxTpwW+NtjkpIJ3jPxpsDl/G9sCPyC7senwhzOxoH605Qbk4ILKEz8OWaC/w9JV/zSvdl1lFsqD/xtaD3j/U+P5T59Uo2RbPYYsdw1lr8Oxt8VTH53nllFOWP84LIXGZimjhqEv69ggkxVWHHgm3jhdIv8CDCchvRy6Dkuo0517uGJ183n4nzo2E2LJNYy1YgQxJVnS+vqCDZVq2ajqsX6hllGXFBd+8l2v/G3Kc7vlP3R+WYS8PFje0uGr6v+NpBnKfmXOlfbBH9+vaWBRj6K9yOH4F0jgtEud8GFd55FOa5TbV2BDBL54vcL2EtnL6vqNvrHkxYRgjdaH5mLV893AI//7PT4YzB+G7dvtRLkDtQP/w/DsRK0Wc+a7VQjSOGL8NojXgn2ftj8NEl6u3uQKhmZf+CHFv4fFXvn61L0VkGfQahuTtevX2NTVqmC3LPm3jb4e4dSJfJV9jp0g3oKSbpB1PqaJU0KLWIN+dPbpIrP43zRnrj1NkXyyxzi2zsYew9FZQTuHWHJfX8JEaXW4/L/6hyWPX2gk0cv78EF5ef6hzyySqyneGrjvhH4dSH7yX/XDcKZX1qeuX+k/wSa1wrwWaWfNU8/6y//YcvmxX3X/wvLmhKt5V598P7UvD/L33GPanq2/ckr/DcNx8pxfDOYWqNgnpfYY3W7vWfZC/y/95dS8lcJd5zq8Ms84fufzBovsLkZWZ1h4pk6QCJv6mKGKzpfJpGM/wW9TGcfpLH4Xkx+s60U6fdSqW4+k/Du93vm5CLAvscNzWkSxfy/94ey998v5dTDoJWj/43b9O0bvTWeNr4ok/f5WIuD1Gtz5Gtn+CDqvjdCeIvNUtylzhe//w/V/bTdv1MF5D////G2j7fj3F/9UoMP/J//D1cb1b2xld18JHlCv/BLqF671ueUavdull/T8PWk/2+3z9fCjjWv/x15fWtkXX9XrwWxDjY3U9SNLLHN3b8Pyb9apxmpuQZkAfWL/56/xeDTw3y96xoEkqmP/x+s0JHSbnr+CDe4/+Wvki/kWKLK8lopYrEVSG2dLAXfhys6Gx3Kx/H/xtrbD2Nbc3t7lRqrM9MPTqqgev+HsmXetrk74diTLv/he493qlXh1LH+i/X4ZqGKhWPN+Grl+18Pa1cQ005cVfnNJJp3N/Ye1qYGMvhl7fq5SUtlLEYu6PTLw9z/zc7m7dYdnJ//PXwSbdf8nDpJFy/3TQIIUqxfz7WWL1nTeGUsX5fv8KXfkld7xynpV+epanX2dmOf+H5/u1NJKN79TUoh4yV1ZWKyf8KzdZKf6jFfnBNuYh/8GnhrUrJeLb8JOXv/4MKfE/l5CVV2i+3Qk/iN1lv/DWaOv2hU35POwel9foPyc+cuWqtrL+t3O/hfqr3wSLMJyf/qYX4ftzSfGVnV3Jn75xZaf8O6lY71tG8uR4wiu5ZH/4f4//rep+dBPl5Fx8PX/D1b3Des955O/KG0EOVj+GLn953udtSvnxPFNPkzPz1j4kLAr/wYX25spRU+7fMt/wTXVvNRfsv31hW9sR/KuL8PcgfMX/hiF/TeXZ+UUgetv/w34cHnPn2+X/2w9ZXKZjmas554h4KpjgKgo0EvhjyA28W0/3w1zRr59OD/WvNS7przPjdOarnzy8uNk3019y9+QaeTjtLl/9RuEny3lV5b4PfBRdIpN/jf/hipv+TfA6KeI/AP/Pg/KP8at+Wp7/h+tKfH88iQcBl0eHe//4eidPycmeLa5tz7/w7tu4v3vU4sjfSyv/PdxnNL+vUNS73XdAvk4YX5vD8Tbl/9QQTc/SZ0vCB0b6cnZMaNLl3DPzM0/1OFhgnxS+tt0N8fpmbza/PrSb+2Ew8v9VYSnz3Lv8Pz9T+WpyKrh95fcwXMhZvwXZMHaIWUsnLkd+C+q7nvrCRuf/hKX/lz8EEL6M6HIFN5J8+7gEmnDYJLxZJfDcV8/w7N/R8llvaORVg2aAYX6oJNLBtM//4iuk7n/L+vgm1TVy7PP5Bovs3bf4ekx/dAmM67xbZNtfl/fxc+T+3X8Mcualzgh/AW4+v/jc/71veb21m2NU/4Y59apQ0OC/zBIcVfHfFcJm8avu/wtfWpx9BG59ah6Hnl/3w9zYal3lh1NWNxP+Xy76ClSVxL83vPK0/GfQ33dlxZ9NuTz13rTtyL/D+Um0cr8PxDjuySdLTa9cuVempf8NRJH8M7Sk+pRjUl/8bNizMmbYbbHNktuh9SxsMf/BbhVq7pdfgl2Xc7hzj1wCX4VrVf83Urf0OLv3x/VoZ/wT6rKZU2PkKb8bCtom3IOP095/5UOc+MhosCmSXxu21J3V11W3fL1hH+5D4CbdJR/+FMvbkdaLb8383Jw37rcA089fhPidGC+CCP1VYupNx3Jl3Ws83W7e4N2/3oPheXSlqV3qGE7/475s29u9cPd57QulytIR7aYyG6OhM++nZ1RHNu2X+uwQXh73n/Dfv3/I4u8v++FKS501Yi1lLv2+WX/fG6hduyX9rd9R5KYX6YYLKCL5h+bYcPsnwQZ/z9ZyRa2BE3sybrOKOqiuRcD/jM+LXDZyYp+9cvX+Hembsi7fV9/qGG4jeP/hmkqRYlxUqUjQ0rJvh21aXxV5HqoUri+N6Rve6nq+1JpJL8pQwvF8K25uSL9Z1Za0X/DGr0kneWFqSROv61x2K9td35f+sLxeluOLuwndtWmjbMmQLX9gg01Nb5LEffdxqdKOr9JQmQPvD/wxtn9qYf539Vr5cuw18OQ7JFptz4pRSdcJDkj/wX73Te1WMzWo/Ls0vS9Bn0TGF3XthiMXv3v7NO+XbcOxtJ+GdqHOCtHXicNvFD0yhS/14V3RbtN6/vF3v/wzqLfBGaIH+l/6hjekYW3zdMm5hCQXhi634KuRldk+q4kXxsmt1PhJrT1cbxmEFQdmJ6aOTg8fW1fxt3lZwvaJtuR1W7F1w6o38v/0a0X/w7VOWQrvzGPZXTDJlf5f/cGEketeEoPknHCl5sl+tcN+J8qYe7Ae0tbPHcje+sEWR9fZf/UPc773LG9eGErW0yGl5PhP03wQUt84+2US9VrqVX+X/ug5OvuvkYmR/1l+Fbtautfjv2BMB3w9ueVxE7+W/Q4nL3Pt//4T7oqda+wtJ7yS9fH0XuDPoLmMyFHTMv9fmC8sPh065rM+HpMuJfykkGpbkO8mQhtOSpNl5f/cFFjMgpZ9zD4cI7v3Ib8j1H/8aUjeXjyuzD7NDeXO4e5A7Ls//wrjskWOqWZR9d5yX/ggpP1l6I7X8n1KVFrPOfVcx8OxtZ5r/kilvtkv+DCbk3sTku+KoT2haP+vcFV3WTT/M43fbL6+oL+f1fPj8d//5KSV5f6XCUvc2c+P1y43nXh5HVhfhUvy86fk1iv4Ip98sv/eCzIXffUV61+G9VWDdDf/jMV+K9SO023vw5lbqamTf+COsn6gz8OeaHfkOR1E+DDWlM6rFVRxnre+i/0uCeT67mkUFF+vcOTffCR02jdYZr5f98LZWji+EXsnVNy56SX+sv3+Hd1L3MR+7q6zj6I9DBv+CLc8r3F94dzfz5aunyx2n+X/3BBuUtlxfE8dmKwliZr5f73G6dUd9SXwWvyx6+BJvVcPz5L6/Qf8vf4Lm83rJOVj/gvv3jWDwr1x6n/wjRZfq83lF/haNq7nvpdSNaPGS3X/l/rw1Jo3gck+u7/MR/4ILnIzfPmSj9vpK51fw7m1fd231JMw6EnJ5ea+UdRf+8JSVfesGngkxc8fDL/rnqOOhwuwc/+GodM62Y83x90K2n/hLNq931rgqhVk+t3eduGZfcnw7ivJ9JLcx6WkYk8P/+HZ2p+O3spXUVNe5mcodEv+H/h+xnZetZ++Uc6h9XfhNxiFjvL7r4eut6S1J53zlVeFradDgTy+veHYINB17y++SXvnWONyg74fy3WlIRnvZ8kn1+C3nbD3vxqL9fjcuT5Pr+Ei8nqbK1QQ+5/L/vjcvyNu1TxrF292oZw+Tmvsv5f/sP6qqbdV3Hl+LI0YK1/+Nj3vzeSx1eb39y0Kf/4MInegf4tR62PEQT/C/MMQxT/p/hS97nsYp8uRc8ZfhuR65PBMWLNFnC5xd/4Vy0u7z4Vv05M9rqDPwScaozBTZf98bNOkntrPkZX5+vlRmH4+0/D3U5KRlKXbDbJrw/0jJzL5z+CDlqbGqzx9YZ1RA5XUPlAlRGRD7QO/4Lpfb7n3rL+vh64qrsjy9kzlJtGFhdDe0GDwfuGPmePkUqf8lZCP429zxXKRs932BRpxEM9PaGmA8wYur8Kc+BJ9F9dv215Zf9cPazx1kL9oybEw+2eH68+GUcfn//BBPptjAnG1uRLOyMNKjkVnD//G++XCfncn8knysXDbCaO43ODB/4V7L7rI3+HouqOMyfwv3aqQtHh3hx21ugYd+C22vdxmqE/DtczVPfy5OKhUgzzP66w7LKqsvJ2w1NimrJGRHMVf43JWOLfCj02pH2o67SzRAEWrk7bQLf8LXrl5GfbxJZV8jRLwaeCfXG73psfhnfZv9CsSO0V81Xl/rcMXXojbrkoo7UaLH4f4d1NeX6298KFXWjsNg5evheL6O98MYrU2GzM9CP7O9Parf/w3Ni0laftzj1+P4ILZLx/H59mxQ7Z/NBOSKUv69ggjnX9zLYvwtjd4e/0r8sP03uMXOtWpsJXo/2mvijMGxoRA3tKzv4XrmlJHSVc0qih9qbysv++XzRl9/oL3u2kXt+upRts/+Nu/Li269w1Q9XRt9r8v+HaGTv5bmt7eXTRIvcegLfWlggy7P7qO9b28LeAXb7Iv8jvRmgY3Mv73gvpIjOtZM9/60q1Vjl+/oKT4/z5ozgrIuvGVl+CDevKxyq3kMWWapQ4p1sMAi1et1pfx+NyZu6+71mYcfuHdDw5f/UI5Kc0rTdv8RXXL4NPFTH8v3ml8L1lkedO/sMRYgbif6igdilNW38b42tdN3Hz7vh2mZuHN1pbcNm3+H5G983pd7WDmCSZPRyWkG+qhlofhyllauPas5jBSTLh/L/7gv6l+G+ly5AlDdJ/+NvfkapLcimPX8sffqUHmLfwU33N5VyeRs1NGw2XCrwrTw+ZLy8VWik7iB1g6VWxH8F82JhbVsr1hh0v/xttUoxl+9+Xt+WYYSH8v1+HsmSr8fwuWnPhKX5Y/+DCNx3KV1qEWN/5ZBuwukwTb/hWpt8bq1l8tR/36xjHy/v5ObN5OFrWq8u6p1IX/4dyZ7m8/TcXw/+0l+C69z95W7fhzu6/kDoS/9/F8JP6pGm2+DTw5hl0usNy8G/+Ot58z/M9+4MMnyV1w/zlieX/6D1zXzME0Y/thd4OGVYnLR5NrH7Pwrw3lM3l+FFalGvw/evS8hOX69QpnLjujM71m5P9l9dvC3GV+bPiepHomDn/DndpZVi61P/hiHq1EtV+4536bdU146z+HvLhr6trqxLPWLEnt06v42aNkc3jaxzb2nbmQTX/xscVVW7x61ywL7eW+UIC9ySczeDg78v99BTHFxWeEvMhZVKbu+34d1eGPuY8yndQtJD+xFmPsqU6+fwQX0XDHvNxS0gjHpl4iYL0U4P4IOTSIL2mRbTPi+QEyCgadr8O58GGxZz7opx9/FBJXGv0wheDfPlWl/fwzN5k/gZ95xw9ZjIMDfeTh+TvfD8cktJm2sZm7p/8TBH52YXaxtn/wQXfarhvVLJ4VOhTkJfZfv8+Lh9cd+DPxWnNlK/w/fe1IpO274IT7x8wdOJjdFTt8MeIpKckow/Dy/+listQ38EnaXvwXXfVft9UFupfnw/cH8opkJBqXU9P4LqU1ccjLd7feH+FWT5PLtqp0zTvlwnY6/8M9aSpJdUX/8MSYraWMq2J9Tyh4qxnZ1/xlK/m2fytXbZb+GLku24T/78ixY/wVz/vkzTkgXn4clTPFfp61/8GF+U061W8psO7JUcOnJPT+F9OU0rNvlLFNxR4/1jM8genK+Nl/nXJnzY+/TvX87cr/nL9/jacq4QWdGf+TfPYdkguSlYYvIuG510pZvqP4bq119BpDNjl/fwQX1d3ePOgdymUI+y8rP/BXJtvfGqyY68qFeCDRfQcm5o+H+N3Phi+ntieL79Nf99N/+NtzvR3y8fpeprDGPkXYPX9p/Kk+DDHsWZPF3s6sFub/L9+oV3kxLqwtT6V+Myvh6fKXyvh7R9cMziL/ov39DY2t3LXfLJkGWI/W2bXjpw3DUmei/k+C+OvMpLWk4k9uHN1Z95dh7k8+X5OpiuS26X/hTl2N/8naUeMeS8I/Dvc3WJ23Nz/I4edEVFGA4/Cu2f8z38Oajwi81GP/4e7m5fEz7zFup79r3NVwN+Ha7l9f1K7vzuH2JvF/hWGuZMz5XmRl694zi9/xMmV4Y9/4Tz/WOU/qRsvv+O1j3cry+DTzZ/y/7kgnninkvuOj5dfY/DNkaV2IZvXv3n2vd5ITD68NVvr5ahy9z/h66L0ndPX3BcFsU+wlL9//gi5IYZl/XLH5F8+pqTXvXhufOvw21ZN14a5LrCF98//haf3z5rhni//D1KvlRUnG2XXDWArT/y/f4WufIu9/r8OyLjj/Ljfv8L7fc8dYVzv/4Vu687XrYxP4YnWvG/9YIDygAAAFb5BmwAvwHp4YDiS/HuWkbmujXy/94Q5JH19GVfGF/8E/Vb3y/BNzZ1P/sv71Y3x5E5HZHpb5+vflKpPTl/e8M+0ZwTj5bt/8L8usJ8u4njm5Hpsr8MUERmMkbG/25g5n8v/0H+bJMS5v4mUOyU/4b21uYbipb9+/cFvNVyR3hfgv4e+9zYtw/Rv/hzG6br/Hdy/90GOGmgFm7Tt73Ks4BPLro2XqUYRv4czSfcG3X9LXF1Xmyte4I4lz8PwxVX3RdUFBRtFX3vgok7xD8/oDfhkuCT4zhtwxbX8GfQXjVJ1u59RSfKlhtfn8bvcsnnJU4I+v7uyQ3a7sPu771GrXfBVnfhhIbrTfsv/uNpvvU0sJtNJtG24Pr6MqvXlDLtFXPRYwKNaSN2S/07Qe0miXEtejPh2mfEUp09LNj1WHxd/2CCqkpm3MlvYy9jB9YQ8jm5JNFIXAzS17zr8bz/EtqYUeVVD3t42j7JEPIiHB6GpFfL7/jcJqycueJf+KD/fU1Sj6WCH+e1Dv1b15sCqGS8i7axFmuMWPxv2ttp5tPJQlcW7/5mwuO8w7E13aQdL7urxkV3wQckrTvDiqU/l+03gJt2vJv0aKpqvpxsNlMW02htI9ZP+v0Q3d25nMJ92uCvt1fhFg5udf8bHcdQd0zUkjo5l1xL1VouNzmGCBtEWs99MeEI1sd2IdbSX+tRuTXtz6P03Cr43mJ3af7Ej0+5gyPJOPNfGw343akZfv2ZXRt2eVt5vN0xzkjpaQYZbg4tEGJfbtdNX8btKxLol2TeoWOSXxLmt6f5Sy+SVfy2B5j540Mmu4c+NuYu3v2q61IxO/WvkF13WlpHQyT+Fs6kIrm83913gYJoFD8lsbJCO7j79MbJxlV/At0qsj3vn5fBk4CNr61up8A926pb6cbGe/nJB/NOM0zYyDp1uKybYIvn24/Dk9rY7qMIvX9SB35O54+X31UOZO8fY35t/8Gi/BPm/L9Kfhjy61ixeGdL/8QXUkSwr9eofzlwuD7LJ9j2g96OB108f/ggyypGCgzdbD3WYdnETRuwFw/0vjeRdLnbV7VsinWwvsaO9tofTxT69E79XP+Ge5t1SrhXoP+X/fBBND5aY9kwym9LslyTDe0bgYG6R1vhbUbXXVe/35E8babXhmT5PXzlpamC/wx5pYnxinv33sH8d38MZf3rX/sbk+C+4m/KRT7p9j7N7/D3du67p0gYRs4v/8FEy2tjNipJ78MX3n2svHMfrXD5J8LTXaTHUNnvHP/xle91BheJ664n4f4tqFvuCDzd3m7Tbocy8NLJKFiucK/E3Prs/LgNPJrN5fX8EMJLX+ORq8Ncrl+bA7Juh/BZL8+3nybDv8Mv3+C+letZU/CPhpen7Ll/7xuq5Ml/DeF9qsdiTrf3vY2o8obb3/ieXl+IcdrzOE/ghXWqI1y+/5eTX+N1elfmia5oQ74U8szBOEiuStgJv27JfX0w3Dmi8Vt4c1dxE9zH/8L22S3usFyJ4abu8P1/x3h4Ykb7rUq/BB59zbNRq11zRGIKlP/hrz9gG0lT4/TKHX1/ggrHzZmjSdbhr81X8v3Xgv6qsmGJlBJVoTQOl/L9/gh3c/b8Rn+XZ5ff8L61UjfLqjk/69QX29VXKL+SbT1gaeHM3pLNWG6yZs7K8EN9WMv/0F+bxpYWJf2GIg3f/h4tXdLt2rx8nwl+lc6rKmBxx4N2/5f/tEi/Pi/cyzkFa0He5sPnzyyf8fDrt/+GNJNzZWVXLxnxlJwjAl3r8uX/XF7pj67/fgvulm5P/Wjqpi//BVizbHmfF92/DpZ06yB52tx4ZtVPL0/8N46ofytOrB/HYBKIvOpoc7Yh+CDl3LvzTerAqSKeSnuVyTt/D1Laj3uYefZKHh4rL/+X/vG7dIuPhV1PramOPMUp/KDwjdqfL7deFyBV6/kzFO9lG8PW/UvzaDwceE+XNtfwnkx9X/grve2T58+rL/XgixX9l+vwny/c+Pw6XLjqTMMrSuu38Oytv4ek33U3T55ZW04fUmmOAtBniygsy/+2H973rGVIqtz9Fer/CH2816IH+Z7uaq07GzGyZ7lQrf7xGkvu7K+X+Fa73NnLWUNStvaYWTZ6+GyT/ML7dBdK98v9eMLW+8vTeUF8P/vjeWKo2jZn2XU1hnvlghmd7QdX+X/WxsodmlaPINwrjZnw765f5MgCL9y538YZ5o6lqxN/XdBaG0hXN/klXUXNBJ77gzX2F/DKz3rF9wYSUPI//Du2yupOaUGi4/ZA9B+NxLEFc/GzrsfBN3JZUtKrTeRvhcnjaGRYO6b5fv8K+qjlzyy1gSf2140lJo3T/DFOUo5dQ6JNvTWyiR1ZQ0UOsfL99YWJL+If5ZNIpch+X/rFxCwf66Xx2tJq3nz+NK+X06d5tMaMPRdwZqlHEu6hibxypxpS+pf78b5oblzL9C9u4e80PbLXZ5qCuhq1l9kh8NeZuWCPwlo6fmv14IPF63UOyuQQenduTkg3amjcmPFsHu3cxfw9Hp/2nVJpt/pvIq4dX0SS+LjeHJcX+C0l7tbUbL/fheut3cy7VZGP/5ffvC3NkvpHrU24FH218J9Nxov+6YLPUnlzvEP5APL6u7go8fyTfwQbF/9sEHVbru4kfAA/8Mij/BDSny78Pd21rq5+pRTjcv/iqq2ldae+Fsdk+7r4/NkPw0DRNu+Ln/G/f+CKbJDvvL8Twopj6S/C+Hiq+Ly2q63/8EO75fhfdYd5PrU9/158uoZls/+CLCdSMXZfr8aXJ3tSpSP933LivFyj8wngTfv1/PwQEC9ZZjcNvx1eZ4gg/VfQPh67P+uX5+ozLp/wbL3Ckn9pSYlaLhdn/Hz11JT157fSMrM7+usv+uHNS5qkROVL+/cI585n67y/0uC/d2xPMT6+Y0pN/gk83m/CMYW/mzNDfh3IKy/dXz5b5AkqGQuvBBWuTdudShdFX/moq/gru/e81Ky/BNVX3K3m/HXXJy01rRfr8ExQCF7+H/ye8GfheyEYVbWqwFN49duD//G5JnRH5ZQ/XEqd01NG3ykTY9hBNnqmIYQ99HfltV/BFhh9vbXqCck+ZMCPeS4tUrz4MPd1d/+bubk8LVe6erfDV+X5fv6DVrNsWGbmf8v/uG8/1atNH8v/WNLJnPENtZHarJebx8rKlO9J/Ak3GWlDh3Yqvv7Rf43hI/PDfAzrxq/DuhyiLQpiPg0y0LkX4l74h2J7SdpDvmd8Oba5RkSHspVIp31Dv4cnglH8lLt0hskRgpNN/xsb93bM8pq5vnUyOLExosbRxH/KlCbRSX99Rvdsy89jjl9zL5cJ3wlhhkCyk9y67OX9/G8rBwbCP7zQcZFph+55sP1SG+gwvw055QJdZCdrxvwX5pGe/FLJnvCjd1PpR3h/wzI7SVf9fDHM2koM18p7n54y/4Sphl5b55fCnDtc7ItEfJcnxQtyi378bGUC9Jb9morbc21PpDrAbLVVVw3eNHsPjZnujp5tjBizUkx1ivhe6mqdBbFR3kDKdfti+N5PU+cI1eT3u57X5DmGgkerN24spMJt+X+CC+OyNrUiDnOp43ZkusGzbEtY0SAzxaBv43M57UrdXCDJYz21o9mWj+b/b5bRxofJdOL4bJ1GeZvnEkElnN/hOurl/L6/nt+McVI9AvFZ6m/TPLRfv80P0Oa8FV77PTVP6DnwQ114UX+hPD2Kb3au6zGe6KX3qaETGrfCuaufFy2Yv4IvXt/4Zs7oLR4fpokz/yxqT3T6wTVlvmvlT3wsXC9oWRp+m/UdYuFDd6PKjxia/hzV6nPPKvBDed92Qa+X0vwYeFnDtt1BE1Xjwx2EHF+57Axuil/6w/zZiI8JmzP4capuDg0e8N1IZQ4av7NK+X/rG4TfK3eakZXb8NnjYzumXPGCnW8EkRhj66vwQUa7tfaLnwWWMN3CS3PrYLfwYXuUpcPcCVyi7ONZwm5HHbT4dyau96Jqsmah+2c7DzatB1JQRu9+NpPulPhOO5ec/WMdw9xvy+/4WkuvyvcXVqn02+GyZCTMEfpy/+GNa25pL8dIpRKj+G4fpPosHDCXk/gz8EmVvF+H4fdv9w5Im2PZmn9+Cf0F63w/tl7er59cei1yZM/xsHeP4YkzTNc+a/OLtXL/vjakxLh97vI73tMgi7k6zeZ1JEjj+Nr/uzT4b8f+/jLX5+zYYbv7X9h7eS8fxNsTw39UkQI/22rgo8XrFvJX42G5EjIzyNtofUyXxWdE3Z99ThXDJM+/y+/uHeUhl2S51pYqgQecvDLf9ekHcr6GozcHKXGMnd2/3KzKl+CCTU3G+zqPGlI2s0YsC712w/fktLH4KCTe+HBovsVpr6BbVd/6lvsN6vX93RV4VlyT5PP1Ddk1X/ov6/XgmpLlWkj2rw2V55V/j9jBn4XuTSiuoa/deHbFDiTddH4Kb0i1VFj+N9j8bGcL11s+p1ykWE+Go00Ln6O1FqQLAS77O4fiIEwxFamFpfr8bZm/pXMP9IMLT8NMpOOD2Q3j8w/Vxcoocbql/7wYYf0YhvvuhzND///8NE5Z8v1c0v8VrN60rrwx5uTM1QiIFeEvS1w5rSVnjMv/6+fgnh33+X5vxpWjw3pDLKrt0Uq25Bh80iVMmy/h6eRb5vkRh3O9uF2L5wmf1vSfBfjf8qZLolIXID5Ewk9VTqJujL7/gvJDZ97hOpHBjqKHFM9sO3fcFeX7/BhqdK00tUbrP/RfvrBDTp+rzlUJPMvfP8GfhfzZGvGWZ1oephCNUvXIItHfHQ32fjbSW9WI6XDTyXGhfdrEIdv1Y2j/5f+6D+kPPn5NJtDRwqPfLUNcfc8iFB8tJXlSfBBN5M/UMKqw688GPfNKJbgkWP/gghFVVcT1YyWZbvtH21xpYDDh6/45aK/jZZB+hpaAleov4jyXTjRl85Q9JkiHK3XmWNqa42/sbw+qbuBD9zPzM38eaH1xlyRpZiUGh7ML/jZpBl4keqNQvlLjU5Jh7Vr8FwN4JtCH/w9DDhSzvllNRpHlsSnTQzV2KiTdOI/MmHFxH8PXJi7VkiKef8dwv+hkfZKh32f8Ly5z7Gr1+beo+yMhKH5wvf2Nu3pwsr8lW1RYSPVXXxx8xxG+Tn/G93Po3PXPeusNbIxpa2ZxQ08sLRBFseuGku2GZaCyk++N6ujmNSi7UvbTvN/h+fgVtnfxtJTw6s8qnDbYhZizTMMyhYZDYf7pDLbvdpb0HW+ESLl7tcz/4Zua/V48zDMUz/T/DxY3vWbv0ZWl1BRTFaaOJvtl54Mv2Hafbt/MxSvqQn/AZX4kNyq8LosloJBG+ftbopffrD+fcEOIpGsLbFmWJ6LK8mX2T5CEf/h5nptdmEvhaf/DMnHKLwh4+k8eQYM/DW5mbX/JVD3XeNtpBKxxDTcrc8VS++BnIN8M8sKfBzBwx7T7BYJ9fe5XHRqOMj6C2XDrlFSF7zRxloyklxuzTtCwbpofw9WMpTuVuRATjLQ566ZD7H+Gus+HSK7KXEOO/X+klC/w3VSZxf4cv2/wXbTavX34ZLJpUl0QbtVoWzDgaz18EGlfjURWZG/5V3CeafwrYNVF1jL7ylCY78ZgvVMJH9GAzYdXh2lucmxt8cCPUJ3fY5Om2HFu5Da7aeGZorfbJ/D8lebC7EPqq9DGL32mUwl0Y8vhH9oFSF8iaHPgiJNtZWX+vDdd15+dPDdv6/gg7Y4tpVyn7Kmmwf/4fpV857b594mQIXop+efy/70C694YG6PmT8Edd8v2dB7f4NPHE2muHtwOSmeZ+K4Z0eidv4LOYze5Pkl04vwWSFT42jLxR2T+eCmb8O97qMSu9R3CxnQa/vOQ32n8O26p/w4Wx8nkFTScEiTa5HhhJtQpTNdOX3/G13+21hfcx9fzXmHJr5BwrPmkMBvj+I4i9+Ja/wznwu7WH5bP/l/+g9IRf1CDovybsfhGO/Z/wVzLT3e1p0WNIPWSLeWX726Bh01apB82Hs6P9VXeqW2rqYanvl/6xt1NV4cS7zjC80tbR//l91vG4N+PhVXc30ryJ8MXSuRtr/DfUx6LWGosRw93efh7moz0nL/7/sa4iu+C+SRtzR6zJjZd//D9/dYuT8bub6M9Dr/L+/hatdvaylOFNmLtK/eTh2uS085cjUvKGs7/4NPXX4d8vzT4ZycEedmn/9dYd4esPiHBDnRD6nF8OzmP/BNTbvUeInB+ELZ0G2+7/wrb3zfV/DGBG//DtnuGXtkNrC8CDbEHrc5gnjI3MFfj60u52WlpDIb/ha/WSSn64JH6+3/8bMcy+bHndw/0vs/D06u/h/q8/582DlryVGYNN/wrDZlraX7WUeLvh93TA7/haqp9ZkHOgRNf8vi0llXylSf4MKnN7nxm7lxX6H0WW9f/E8sk5XKU+fqHYYj9/v7BhNgzxvPHF8nPLmWNRjxvf8FeTyY9cdSdfD8NXn1YNZ9eYKpfBfvTXLqoV3v/+Crl7M/x5Z8UGnnrNtr/hmSOW/MX8Pxfv+Ho/v/Cyq5Gaoj8Idmf/wziIMUaPjfbwzvivUL13Hl/FljIa/8Vmg2yDcr+NxklVe7V3N21fLV8k1HQTqbnkCvw9JL8XVZ/IKuyygR//CD/4dzfTOo33y/2cGrnZv7G8fZBvhtmsmS9esLLQHn7L4pgmG5qmf2kyPH4ckvKdjLZ58/L/XhPKy33f8GGachVYd9ELHtHDk1nBnDIvnL/rjbRtLvSb346v49zjLexp976DoPfxk8ovnxd5bQ/4K7ZPzZWXcZaPvwWSZpdH5nK34WX9fCu98mliRoya7tOHvl/9T1Lqwof/4ZxXt+fGrXwQeRpsdZ86xcI/3MBvg08EkrOGPFV+F513u55VV8N21/89VOv/14Ie7y/Dld4vnHAyh9JzNP4ev3GMttc/V8oXWc+wd/8Namr9h9e95IB6SX/BfXL2lI2V/w4pNSQq1wvJWrmT0nXzJsz1rgv1lxbuvnmPyym/4YlSrVd3TVBFr+jB1qpUzrqU/4MIzV8kDaHygz4v6sCdZf/cFvdriHNa3JCNS+5/WGti7/DuLM7U9qoZmJK10k0fy//Qd6UuBxrP3hxxjhHw5p/b+GcpR9WmCszP/C/UXUmSlip42v1vh/SM+pj+4w0bGhNVHfh+6NxC8TFdhL+/gv5qtPquPq1ag08Ek2nlu/JrSv3BFtlzr8Oy7dIcXibPn5iHex8oPkv8ZpQj/L7Mfb/8bZdF/vcN42y6nDSV0f5fv8Lc1J86zJf/hq0frS6GNkb9n+l5YZ05Cq+gziUnv1D3L3eXhRaL4618cn/l+6VQ5N+rYffb0v/Ds+N61ee9jDODGb/8K888mGEux+HFr8y/1uHs7Lh+TWpx19FDFkb85V/8M1tB7UIe4n//DkmdUki/l/fgi8mSgPKAAAAWbEGbIC/AefhcNcZIvOmNIazF5ZTswzy71wQd3DORhDvvyaFcngnUtyHuC7WHZvx/vr1G9yQ454fuWPXus31DVEjzJp88+oS7+9TQtL/9nJB/Ns1V5+WHH3/4chrk485+V61Xhuqq+vkOwX+p/ggLqPVcMq1nGlykG5URxqQaKZT2KX/rDEi6o+lj1hhHdSR2Mz0GkyDxL4IOpPnXvvWWmctDelr+G+WJTvY5qu0kOJ7yb3y/6uG9KF9XeUfGxu/8P8kJuHvEwKa6xnXyi/WMiy5fX8KeG/dkJQjfcxM/ypl9/cK+amK64Sv4n/n9+YyWccvr5Yc1gpaJVkTDilP+H/Nk3QvZF+1N3nnBc8ZVw32vw2SXHLa+YP3+DfzFvf4IZsVeX4evqbO93eCr2zLHrMH5f68E9sR548jbkGC8EufdSf6vBLm3d/qe7gj58HlTj8F3MmB97/fhW911dR7W//4LZ5yLbZicxfrL8EdImlL25Rf68EUcpfAJ343H/KubHxJs480cUu9n0jFEmTBqX/ckb5sunhv3y6nfT2hHIf/kypvcv3vgmvSSuuD8PVT3XUlU9szjL/ov9agntvfbGvJF8Jz+/M+/wRyeTMGX3+xt7fddon4zUp0Rkky3rw/n93b1VYscOCLfr6/DG9ofXe1crb+Md68L7rHM1eO1V4bRFLCGkfL6/h/NfN7vr8msygun8Enh+qjfgguXFuc1FF5L+szaeK5u/4Yp9x//5IBw+UJVsOf8FeTXMnUketrcn8Q+H6GddXIDNzR8uYQS1jytaT8cFK0MWuwaeGsP1KXxmwmpf/w9by4tW9wnrts6l1726jgaUin7AJtjTkliyeOX73UGGXrCDpH4rf2Mn/71w1hP578RQjCLTClGtgn/xtjJj99uem5N39dvBMsFmnswuG/BntYW/rf4f5sd5t29hJDN1uJ2/GKw9vceGSs+Hc1yfm/hLcHA7Q5ZvvwmbhVdi/42rlznYljNipGibkrRulWfnCptbeb+H6D9vlTdJks/daw/ocyhcBM/tc3HzoiBsg+H6f/w9Cbd2hZjvW59tVWPL/+GIaouM/quL92wCz3m5fKRJf91G4ZFwvkEnjCr2/Jn53uZNKh4GUSrMXOhYMuP/G5r3S8P/tyUMLufHlIcftFZRpcVJgEv99B7OxepHE24GymcukyJbJ3V08JmHWr4K4rDzY3bzRtZkieFNt9Y3KzJg5K3NvY33hJz4X67nM9WnNKXwS6lu0n8LXYqa5dNys98MZ8jSsO/xsZpd7tqfer7DGUPXSGiRH8NYY1Pr8OSmxoq8kX4e4d8f+OWn3MqJ+X8c2ojno/je82yoGelG2pGv/nQkg3c/4NF9An82SY/34U7vl7oeya2KKam8X46kXdXuucv/2F+dqj1GMxc78ozDC1vwVzItpbUL6mukx+HZ/Lcdk/uF9F0VkPXsv1AvwxtnZTL710N9S9TSy+OaZyzNtZRfcsqXu47f+FalnaebV7749yReBEit7VHDuHvjdzZUesv3W5+o7gvMf478rQmXfxoNXJh2bj4e3WK30S9XycdmCZnr6dKS/X4V5pVl6TTWGb99opas9flt+zy/fSh+T9Kp/ysPec/2tizEbwb8bQcZmMJP49snTdLYRqqqVsEeocXfWD60WWOtS6fjd39ko73Gf2RN5ezbQ8mnveknhk9evSeCCM1Ub844uZXxGbCuRRFP/BNuT8y7pkDRfq+X1roN6aMMtJftD8wwP/G9VNF5kzWPK3tx39MpeHhefCblFCDNTCrpf1fBBe8fyN1VNapd3H9dDoe//e9DZ1pt8vaUn30wivHKG+hwfyg0wu5QY2d7eN6lNSfH1R5pvYvNzUYpm16BtLB1q3EE2yS/r4iyM5dAq35fXvBdcu3Hlq0ovwYSRX5dslar8N3y77/jZvlZl5Pvv5/lBL5rN3sD/ZFqGCHy/XLY3mwO/6qfZ8z+fO0B2Jn5plR/f4L5ZL1VnLAEb1F+4MDQTNxZp4uz5PfTb+Tyf4IJfdsJPNTfdVM24tQ5RJXkik7vwSb3gg08EWqrll/9w5hRp1M43//da/m8u/JXX8Pbq73+EVKHVFs1g/s5jF5cjthijO6/wzd2fUo2YJrMeww5OU0Gy/XuF6jVaqK36ffHSjRRJrrYi+Stv8Xk3e1l/9QQXd6nz8LFS41jiT8v67jaS0bNI0PDJXHPn5Gk+5DTl8+//CvhqnlrVvknmC61G2j10iXnLwz8qaIfI9pPqj89NR4mEFymWoq7cb1IwFlX/4z3zXfK9xlOWw4tReAn31rr429q1XIW8XPu0VZypQ25//wx4UatsWsVg9o57f8v/imNySt6lmnns9MmFX7BOFg9tL8OxOmZ+nwW2qm8unbeW98bxhry9v54F071T0PFLkqlH9fYWn/I+CC39eeGK5zD6i2jUGa+gvTPw7tn8sVjaTTfTCUNwyXwQZMDfnbKZm10iXtbQkbGbhE009wmV5SdMgP/nxt+1mzHW5yTLusX4ZSz2hLwnw8j4KqUIf47SkUJZ85sv3+DCbT5Oe/9h66/jMzb8eO1vh68VvN2yX4k5pMvmz+Ef/0iW9Fp/D0LfcfU1BdQzP/pg95XbhxtPXt1Kt8bVFfGGcWbW9h3jv803pNVwwt9EnWvael9/obSEYUuThHzl/Co9ylLJJ1BSgJ2593pf8bQ1bCsciI52UPT1+XwQJH4HYL8fsmqT/BBG7J5ovwgZFJWyN6rVe1CcunHiJ4qVlS1OOVkH3XxvIn7jJ9btfXOGZfk34eSdy/fWGrbr7KvHgkw5ct1Ot8burRML/UtXOHLbb71NUgUbV8UnV4zDNZeN3zalZzRXGVh2hmNdSinTWG9Hgn+OQt0w96X3rTGzw8VhncNeeLc246OZTDRbT9y78Tgp8Tb73lz8bV+XRkaig9YzXPnd4BJrFQYWUm5NoNV26vxtHwO43fC/i+HZc3UzM+mj7alzmwc5bbgcps/G3UR9Lj5cqn3Ka84p4l3sMJV+6Wmez/G9JJ3NsUpv1qZ9JRxMq2aed0bPYf8LfkX869f4C+7gzrC8wbXdc6XDnn5naO2JF2tibRmGl3nwvR+2x09SbkFfGhdY/O43Od1t34YkH3DL24QqZtJf3uqEjzB1uoYp/8zxDlj5gRS1xo/L/rQem0+LywtQ6Uzvjd+6f66lD19xH/xeQXH/uY+Cr8vp9YW4S2eefzRUvUVuVYYdcuKXy/f42L5OSP5Pngi+4Da6v6b6SCUv+9AtyOGauq4sv/0N9SYVv3bHqX6nG7Q9omzJpK4+CDLvZE90nDeVFkCrCxi34Mr1NNomunl9fsMbzd5f9zfz5p6Bm7+N59HmVW5XzVsrn36y8svjcs20lR9UyKSIHQHFpbshh3DFzdvNE/3wPNk08vy+vw7d/r3Rbsl/1ar0pfdextfTlUDieKrn6vdWZ1ScvD6+bKsslSqhfxt7zbD245dtcNcMj2GNj7BKZcYFrfuF5J6rUtgI24nBKeG/bJHnbBwye561UPQ/xnUbSJn+4azTexJGN/CXlp695v+01QZL28OzlgR8qi7Lv8LzLZPzwLh1APdovsfgk+MjfXdr/w/P8nWc4TqsViHGExksIv6WDINfBdvNpNvhZf/bBJkxO2FZaQ2fK4DPn479Rvmh9iuw2BK4aFKE1UWxVjLVZ8K+q3u1OHWv/xsu7hj0tKszN1ZY2r/lOi3Oo0vFT/42qbKceZNspnjN2X9HnR+H5g1bCbjZUv3+Fo/7l0uX2ceVdMto4sNO7l/rcbTcn3rCLnTDvzGbqEx19QiZMEvzPO1fqWTcvyv4bivWbTy5CV2dFDyU+6Ov4ekxE/Jr1fuuoyK6nr4BM/+P//8EF65oNNsqpKhnYtNylIeud+X2l8bfb8PUFquGevG1llTwS/8ILYTbK14LOqvekk75fgm8w47t/FXgqu/Sjdwj/ivxV73WlX1Bp5uM9a8u75f/cF2X7y8/hmX+l/wVU3tbvbX34j2h9T6sWX9bUO51558I9xdS8oUEPp73cv7bmGvh21pJNqlXRZY8ZQfl9d8bpO0JfXU3EcqoXWdZ+CLWhM/+X9J3DufOtcuV65dOs2vuNWP4II3lVle7hPUnqnBxB5kavli/L9fQ3hhUs3WRqimne5gmRSyLrmkGXZDuf/G75pbhfUnzSO10GWzVzhcMuGUszVl/8P7y7NbFrGTl5G1y73uUxMTTyjFf6+g/0n203XeWfzxMFA9EXqBu+CDO3C6v11XGEim769a42fN3zZdc1Dxd5tNoqki9xzKX6adMPz/5fNg1J9mH0YFVVHDIJBBrOdvUe9he4lymJ5nXPsd/kD5LYFgadgnNGay8lauVkvMX40+OdKLI7avWVPnuPi9lHD9G/+FczljP91RSNHvf8Mkc1NQ7xQ/b/4XKiEr9OErvn7lBgnovd/l/3w7q7Sq4p5eNyi5qZ3Lvlsp8cn0/h/ckkDnmWMqV1QvSrMhMEHxtuTjZAamX3n1q9w7kNN7kk+mFVBPfcEFDpSdSOMvkz+X79w9mNKswWjHn/nvmYsu/2Cid9cv3+GpaY1RYkeq95/qT3a+TSm34i3Ur7n/w3Xdoz3/r3z4/wT7247kvr8MdTx5un9yuLH9eCS9r374ZZb+Jkl8ng08EVdc9eTW68NXuqummZ30+sO1jz/mi9+/RHWDHfa9ey/+oML3myswtnL/l/faD2pu247nySCwqybhoqUPvDuuiGWRiJmWsv+m0CDqtG+K7u5laJCY5XcjZLMqPmQa/jfDXQmR/Ga+Tlg2ZoC3mu8/cSvT8jy2kthnxl+mrsK+FdU8P1QED35Xpw+lSbB67Q3eTh6CHnQjeF379U3nxZjHMf6gnUQ5IwQhI9dzv69Qv3H8PO0goebsmHNvOlh/G727Q/j4a7yr4mcp5fDuw/L672N7yIMzw04QiuyfvLLjfhxb/hkOfD2b24+xeaXx/WvTy0cmUBpY9WUI+Jhw4mh5y7vrDFdZOvQxXYTmVEZbI+FYa6X7/Ex+n868Gvglz/WlgrwRz/tl/7xu1D/yqz590iTx+n0xmyImITkZIhvR8O42mPc8VfLqmOLhLmvGZ7RCwa+H+RdqaFQmzHbz8qf7ChS1N4X+N7hxlz7m7yuupPEVQlFw9y20ZFC0JUhS/9uCCtMPvNFilb/bt2EOr5DzMejM+S0Qver3w9fry0NiPRrKnKWbbyy9XDkv426TYXV6Yj0Hs364f0ADn72movYWeiY74Zyr1XQW/OKv/qAwHfw3w6KHL6Gesf/gj5sNhRV43y5HldL60GTssyZMryjYJfLGwldQt/w/e/jct8M/aXzMxOwWh6+oYua+ewL33h+Hve2IGD1uMM7toyxBK1/YeoTj3HXeFvhKH6qp+6m3v7D2Mqf4oulNlmX3q9xhvxgGfF8+4PA08EnGqeH5a7/BPbnne/L8FfhhQ2nN1/Py05WV+Hbo/Z535d6EOizGSfIsiv99+Ety7NpfwW6RNxbfgv1LUX3/CV63P/4IMdyXn89yGLZTxYav/JtGH/h3Ze6nW54s3uvwQbP9rfrh5wj8P2s5hx97nRukl150zv+C/himXqbdRq3j/8Fvh1ZRv9fglt6ln92g0f2S1+/y1v+CLIo+/BTbFS70U3PKn7L790NwyUi7y+Lvdsi9ubZdVafGMn5Jo4a+X39w9iXBX8uFyM+ZRZSrFnIfy/a+CHLwb/Xb8vL3+HJubPDCJ5tXLfL6/gtnrKX5e4vTL9fY3H/aur4b9uGXS7o4Q4aZ1eCT8rT/8FPIXVy6/rXbL6/govqTab1+Zf7VMbl72Nq3bt2xtfKwbtOHw3QpbyJxlbr6D86Kzp4XNXe+Yw5r+eYXK/4X5eW5X1MbG0mki4T/jdppcaq0XFEzW5G/y5gsaeeftNdS458P+XCygRdQdwyS3mw141UjfWCD4iOTvxG/h/Jy+2wu3VYd7Hf0cN5YCvL/jdtG65ufPvtYJ0TccoMhwrSr0TlfD/Jwg3RN4r516pzN9DxRHJj2aU/85WAfdr/waeGiD2PlDEwMLJk/+H+XN37MN/LxqxMFYe7v4Y533c++p1cK7NmO/8OT9T7ujL2I3r0OC2raSy7g98FnUJP2x5d6qlTXqCDWTZI1l6X2Hl0FP+X+lwXzrm+HwZPmbxjk7eIfs9LDHb+HMv1+dxy1fL/uoIOOUbyfs9KFGpUy0K5yv/h7kc8G1XmXmbgR6zud6Gt1+GL75/w+HUpNZQ9YHSH66xsZrO52SZF+bX8PfnnFbXlrOISn77gw8MUzRutkdsfZe1zwYsCdir4ZyFFWzX0lRs0VbcJnzGfhSRt73Z57c5Ke7L7/hnPmuzMiWjhhjZ/4d0nG8zL3dTyaynUjpOFzH2BH4Kb1V0OTlJ8mFG/G51VZsy2nn9ftL2f+CS52foNF9q4+CGlNyOi/DW+OoaWjieaXzf/hqKeXOvWX8o1/+N1UPcWMVW1ex++XVXnncm4cuQ/8K5JG9tfL45NvLfuFqzSvY8U6OSp2f+HL35v/RBm7uX/bwt1ad3HlUoWh77/L/vhe+OtrpcMxyrkW574KX0Ff+Hpt+b3u7r8rTHjQ+X17wtGMPw801+PNzihRWCn1Oen11gh8vY/CuryN8H2wyxMD5f78L2q06f4+Sp3uQS/64Xsq3fX2ZLcD/4ex+MVd9/V/z+bJxoaffkqQeUx57vgwoc575xTPYfnzOKrei+GK49KreL+P/cD5f/cbmx998i/OTJPXw9IWjdy9n+HZ7u6d869/Ienv4I5Hzr2QZ+F95PW7fhnm1YtPjb7ZLpG/wz2I5kpkiUj//ggy5fhGrNTZyt/NNOTy/14f033tajREwuFjoJCH5f98N6rulfnCzltpr4KNy/Iblll+CLbbTxPwjaXvfODhxeoIOETrkf+ldXrFTOHIf/D9p1kivw4PNiUTvnMhpd63jKH8FXPLbNnJqu1z8EdtaXOfh69+0mG/eqoiiiJkv+Hq6T7Z5RDSY8Y9LOu/wT47l+a6y/+435daypnVvF52moMO2WMrnZsYbs4ZSy9Be9cO1qnHLnups7ej2PTJZDlLqtFfgw4RdCaJ5Wti87y6qf3lFvieJ3vSl+vw/kx8jfWdSph+0vy+v4a5cdfKaSrUhNoJfBovsOSyh2mc7xNb/wQd0s/8cpihrPDk//wrx1eV13zXlEjBmX91xuspd/HVbi+XviHlHbZGEq/D3v5upMfmq6+MOip45/Du8tj24Vm8T+oY4tg8/p94dvPvpPJB9sqg84/+Ec29o/buTjay+5vgvjp5FeffjU41/l/+w5rXCVBKLL8v3VYLIXcf1IpmUux+svv+Favk3nh2Q3DyWg/4axbr/D1uP56nE6gTv+v/8O6dzPr+JwInBr79ztpvD6WDcvr+Fa5e3OpLKW1jC/14coOkXJh9Ybkj+CDPnybJpvq1MuNvv/zzNDssVxKvj5/6+gRwXyZ94M/PWGcc15E+vc9f1Dduf8TtkOW7/wnwkdeP+/y81f4eveQi+cuUpsRrDRT/8E/cdMqnHrL9/gl8qlvnHwreFIUbefYy+c+E13x/vcbxU/DVd1+epF5FvhqbevuTJcP+TNN9eCW1Xd+H71cuy/14Kee+m6rnF+FfNp+ltKSLHGK//VoDygAABKZQZtAL8B6eCgOExXvj3YZf+8N7u3Xc9/fuF+epqCR/Bbys5hFqLJ/8Lc2y7viWVz/4IObJeNrtmFzr4/RTHom/27HrfD/n0uOXfUlrG7OkhK7ksszTLtO8nD/cV7pvnkG8Qv+HF63w3N7NEvc4Em+f5/2X36wz4VxihnqPIFvl9fwSX3gpa4b1WK9w1FVZhOEean89fNKCbXm/PX8644UC8PebMwk6SZ/PfKjRQ9csG5f79YPxFZmqT/8EU2GQL5vw1lWjCrPvtbJXl/1/wRV1nEvp/hveqgjf9uMi3ov9Xi+a60q8F8n3tVOKGY//XWCe5ccd8XSLhErx0uX1q768FtSR9Vcg3fuGs318gUj83H8PlpXJf8OlCK0sMyqIyGJzPDmvw7N7jNzqE8Nr9dR1d0ocNpDr3r4Qb26J2/Gxs59IrS3qMq2Obmx5efoelu96F2zDUoDrzT8bhsR/Vtt5F8J+Ro3yq2Gq9qrsGEmfDMw2MrNu82k5x3ZAJHjL+xtJFZFz6qd5eEi+mS38ap0beuEspIYn+rT/h3KkfGPfT4loMT2JXn1IwE2P8v7+CifvIbZ94Ql9XdQpn1OzEuIcjS/CaygX1+CC5Epinvbaaql1+0jBL5+bl/7wQSF9+Wbna7/Wrpjn2J9vf8P1XWs/6m4ZvVbIfL++odvrWa4V4svqW2oi9DdYx2o0QaHgcNiuX+vCtbCKZPbiS/MsSv5f7fG58S7U5fljJCRPrPh6Tn0X/1Gy7Irmle0dMk1dOn0KvYZQ5J4Yz882hP4INqk91abjlTV62EPJIt7hbqbNyDRyN+Nnzu1rz873jmmppnlX/g08L5ITeRt4MPRKFqKEThl7Ad8bHcGAtWR33k6LPF9j63UgxRzTYD/2UZcuml2vhqu+X7Az6elGFV4IMdafeQ4WIX1P1hBARzKmVBP/jeXE1NPeyjScmwZQ5I5nMypIv1vr/MVKKpbQZzAt8bPfzSnetXz86DuGkjDhd8tasS8vr+N6MsXk073mQFknvMR5PyIy4l87SZ+GpH70Shw6lqkf0v+uH95oCepn48Z29TwBcWkJVzc7H1lhQGL4MJw9jQkdw3PjciwtnnNAbc5YWcDV4JCJR9esv6+C/e+qlaWuQcIn/wR8ndr8N1rg8E21NX78tkM1cG5f/U9fSZt6R3S//QX6prTeFmWjpz8v6+HivEyfG6bc3Mnxeios8XDC/fXhbPmM2d3VrR9zSi//w2SpPilM4cvnxxlF/4YpbrHKm8wu0cWv+vsEfLFYrL+/giw49fnfhXC71pL4/5xfQfxpY5xCN6aU/3uVlrzmN0XqrL4Kp+Zhd2s/U8WQjvw/JfHVtDduq5fpnx3dbcMLpa6+gXyGl4rtWHxrmK/jeXvCFaPmY2Nahu44x75JbU7T/6DxKzM4Uar7u6xqCSXjD3BydGmXtfm3eDnwzy7VUlXyeC6bs5d8Z71Xgh1e34XLHMt3fYF0flomIP+HsKfJefpqb9u868PAkf3fzlm5/D/s+E9oeXdaS/7U6NYT0X+/G0GSeRctHtXiHjSna3gE68UM/WzEiufh/GJLw//BQR7tnVZ4Zfr7BAXl/EPflcKPPVb8jjOj8vtrqGumXr9EiWtBZ5V85f78bh7KCj70HuI3utKPYeQbpN1waeGvHoQW/G/eX+vD9ckN7uxuvOHsybuGMzJdTl/fw9l5q7vbIcnUo0TeX2B/8F+k25sT3SC5A+Wf/w7Sn/bWFmEblOHiMh5F3IX31hEh/VYPf+f/qS/DNSfUdspME/8v++Hy2htXSwusv3KaYOaxpynizIFP42N9ynOmb3ns/zJ3iuscLtp6IggmDYax6mznw1aVzrOEazYfgh6V1VHQ/Q/Ek+8PXUPvdYZk0GizM6ZIGXzjgfszX8Fd21Kdth8/2fokX4U1bXJ9K/d+/C1LeG/kkflEnirMFWHgDP/qPv61Rf/NBPmZWS5vb9Zvz3Hw2ZCr1ga+CfmzSLz3yLvwR496yXV5a42vzT8n34LbUrlvOlefOuWP//BDL/BJ4IsT/C/BcUxU7HJmz8NEWTBlYYcbXzaULX8T2S5bPIG79wQ136vNVS43S+DDqt67izDLR+vG3N3zN5trq9Z7CTr//BNWu64J/BNWXs78y/DZTRp4oxc3Ffgz8EUO0ycbjeU1rjbmyEXwkR16S1q0+P4OJRJEBPvrnvQdUonOg+H9aa+U4bdx14Yc7p4XcOnUjaJH/Gz+zV9fm9w96xa7gn3EiZC9nkcbRB6xKhZfC0fp7R2Ze+LXKL628L/+C8m2vNGD8dFkUSZP43pK77m+qlzylD2L/Xghxnl85+uH4JqW+qbFeLz/pmlcvr+IKyuM6ptby/v43y2WltjXpN+TJVp3DBuC6kcN/df/Dtlb9E+Efca8tI5+ZX8v/pjcyqXAmpHQ5Nuu592lF+h/euzbK45s30Dcv/Vje4TPtZpcqvxJsXseuxB0yHNCC/Mmvz84/Csoycv/qHc6d11h787fLZ0GPs//DEvP5utF9IpkANUfzDKkRaEfkjyha/oFV27z6XZBIv/fzeDUv1+GcVn+RKdUfeZLx95Xf2N5uoc7T7t23tLkwoLDflCoSOzI179s+X+vG5/eK1zyOUdbVWjXtNnnptXfdjd11uuQvHV+wh6X5Dbk//h2bqMLfQs7cjv0etw2DiurX/G2pIT5xqSe0vGhvuUiT5scw+G9iY7+DC5lt3rBYgCTCqrmcNQppTyofvyEWtF9fz1Pu+Pa79S8S/94IOpvyZkz3NSMPL15K1r1cfBDdT3i/PMLMhhaJ//CxT+Xeba/wTvrG7BoX1/C03nso8XMfXV15TIXammG+qA3DN/BfMu5lltz+7lttwe/e+HiWVbj4+Pd8bp6/DOk3MwN+C+fG4jmqu/ZlRvnrwW4Sej1ulFeCGuGPHKnrhYpshSvkbfv1jbzvDPwvuOrfSLHYS2w3X+X7+hlrLkzib8/sry/dVhikkW3yN/PfHf71zIpf18GFq1t4fk2GNfmUf8MVqLqPwl9ftZRcPr5uWIMkEKaDh8bxXSfabkP0SabFLe0wXKI4dTmJE0C+S5fXfG3efXtYcOHCNSx/LkTCV1f24YXPTm/cbzytpZMxF60HsU8HGioTq7yrn9/BTbJlmTPjfheSiy/veHo/30eXDa+fXlkZAPV/+FuPrzOvXCbp38GfZsuypy/9Y3MmcO+9XuW0/R0hoIfpBJJrDq5zwS2q+b+H4/68xorG30bJVxnmGaiHKIEq+NdvwXVm3tvrL/fhXjfcmRmp/jm2oshb4MJ100vsuJDq6mHzFFT++usO7uFhWtwz9tqGPgkOK3cP6qbM1jhn/h6b1tl2HsasnfMuEFHQbSX+xN5j8vuvjddVMUXc0nuR9rePnUfjfwjdfT9tf7hWsN9jaLwvRG/WEdnCo9b/1u42G3HesY+av3L35xP5sIRZkWThLMaPUjeefyI9TPw4SFHtsP+O98t//4L775aYto3f/+C2b/Pnll+/wz5Fdfh66FuOcpf+8mK/5yr8Ne+DPwTzBvjXkOUM1l5vXGwQH8vfHpXZ76N+KZJcouCZeofrBWEE/hebczh3C3sGvbmHnGSzxK4Mv/BPmXWZerB5vw9tVCTKzGZvsjpSLOZKH+q4zkHV43p3aVmdxV/T0x8TkFw5wTrnyfPjZ5PGYka9lbfpXstfhmQSsmhvadZOvj8MTbw/Szfl63y6MzDiFoVYE/jYl65omRP3c2WlxInY9/+snD2obZFx9UWJOvw3UWcK5SxpE77Dd+lo78bmXznove8nkiv16QZDy/143ttyNK2573hhQd9q+M6/GzP8/n9mYzfuELI2BU2hoO3yY8NnRLMuX1p8P6kl3UPeXf4cpoOlJ4el4vy/b9jdxvnYb4suOQ/kg3qCRR4QrEUdGJ+gyip+nWv+ch1nL0/y/X4JLRol3OD8nJ1fhspP185eBHq7l4M/BF5lEvwz1KxBLRnvEOcCT8RYlK+H8/C3vL5eGVTfhvqX9r4wg0+vhXqV85NtnWZYI+zeSd5Nkb8bl0m3ywnb3WpQUrorxqQPnPsQfD2PVH1L5Yrc05I2Fa4cqkXoiTXCt8VE8crIzZ0q3DK8bL9o5pc4xyrFvV8EssO1zsGtGuWa+ZlMmf5f/cb3dNa43UUvJevUqnDWkYPdyXStL+m8TvXBBGKfWptNdLp9WCYJ33cPlLGQqKwPh6xfEZc7f+DCCb8lv1P9dRo86Gaqzvl/+wQbtZSf8sYI+txVK7DN6HVUINpfbl+umxve8l3y7+Xwf/Tdai/wQWn59njqs1gRIFCvsoqSpxVpSX9/RJW/oPlvN0eVBem8EeE69h6rCVzGJm3gj1G/jZdIhOzN7nmdzxqjvNxpZht4MKV8bSFdTh15eX/XG8P/OifHbR8eJTl3mySWF2hi+HtEI/ySV/8GnQXh2hFx2l9eGvcN2p+NxuUJ+XsfRqXH9S931Ju1SVB/l/rcKw8VW5DboyM5mu2yf+X/rG6FJDmhaqbs/UieTuisXWZhxal8bU5HWNldx1tfc6/C3bN96OB3/h3ltrP5g6bskk2DvBNi27lOhP7z3L/D+5gZvlkSr6uQ+zRsSm0pQx9x8S73Z8M8qSKj6ZYDqX/y/v4X1eWdpfn8zSJXpfjcJ9O1U0uvmePL4u5++w0C9T35UkWrH8hOX/Cvm3d11y//hvla0vmxP34ru20tV4Kb74b+Z5ev34IdZa4fgwve96zll6XWc/fDFzfwaeGST6sr88w9SEUU38Jycy+XL5frXE33NFuGqvk+Nwtq7NG+k+xedvlira49XJYzFCQl/9wto0cd3kvaUXKlSOZ/l9K9w9is0bWXHe+v2VyZM/4eufu7mzKpJF9ikfyjZFp+Xmj+GaLVfehcWLkcv/2KjzHi03/D3bSXPlBy9fy0MT+N1ulP1uVrfWvUteG9Bk1yjFF9/w9iHz25nVa5bki8MqU+vH9VuXxIjySn5rj3Moq9QYc9da8jOD1bcNdwyKDg5/wUaV9378FW0q5Mp53NBp4IvEOWy/2uC/dYdFPO6lrW4L4ydfwVcM9ZKb/N/H4d6vq+SU4gg8w/quWG18LAdnDoCD1GOum/DvN2R7b4S+4+MaTanm3/8bDvthvNfNDL32KVzdwz+vsby9yhxp3dHiPy5ORKMTxTc+ELDmwErfi9F/9w/ItPsm594QPSTPxwXmLWGeBL61+Nvw7Vkb3V18ud8/YFvOIy/14IuqnTL7/h6FbJd+JkS1pqD97r6MTSjT/+CDu820y31/DcNwf/D90mo9V/SdTJDj9/l/9QV83a4ji99fhbOWa+PV5Tht2ib9fYfqX1P888nrhGHrxzxuQ9L++o3J0NZcd/TdLzcX/yE3avw4u19e4dq/u1J/20i2qf/BDUM8hhtmMJf61FSkWqFW95sBq+sPxA0bXHV/KvSCjlmXkmaYg/wv5fmkrKjje0ZW1+vBJhPqPF+N7uqnO+if5o5YJvTrDu4ZdP/42mkXee3vNnG9umtHMXc+0NYc5nmCZ7an8PXRPzwzZnEmW9tAmG0l/zhtf5+H9SN7fPm5xRrnz4///G7Sqyk9JSF2eVJFUo0NGafKL4ashrcc/hyMMvsJolRNkYqX+EtNVfeC+o6vSLz/U+vnPf+HuXOG/dQ9kXFOlvmFRta8P/pf38GHjOW2q1Ii8Nd2o1/RTVl/6w/zY+amkWKUxiQ2G36v/+Cfzy3eF+Cjmy9LBl/Xw/pRLj11O2zSNihlyvyP+X/1DltVy3su/8E8uhjJqLvs/C3u4xo7VC8HLj+DXw5NuVNeOU+X+vFSe3ywM+/hbO4pKfNuqmLkFGCv/D/d0ytXHmj8a2u3/w5NQ8IQ/wvhluP+Esm3rWvxEsfUOaiyXz24e0ygSUOuTcv5O42+RyvzmWs9X6/4hTDOf/hSbOcll5r/O1j8EHGqZ5L2vSTdflQD4qK4Kl/YXvE8J4zc6+YJvH8y3wx4hY8mqVyNOqGb7H/+H76tLSjK2/Nz8xsNXKODOX3+wrfMQvtJTj5l//wV9J+f5/OL8PUyq9vu7l+48N31WyP8GFywn0nXdIgMcNW21/4eu7vmyupG/Txkr/E28V5e3bg080w4Qf5f9yRE7Otb/BDvSl+DDV1d+oJHj8LdfyKlleI5/5fv3Cu3K+P1Y9fUEjxO8xbkv3XhbVk08fX2/6/DFz5wj4weup7+vCWqU+eX61w1a3wkRFrINuRqJ29b4JefzNmiZrb3UO4RqX5G3nzOl3If/v8K5HM/rbXw+ov15YKpCfPc2TKh3X+X4ZkP6Wp6hh0vhNnEbffhW0X8hR84vzByqP8JaOrTX89fDmDfwHjAAAAUwkGbYC/AefmDVIMyI878b2ifLlWSvqO2sYNRtFTfSrB5cUj7+/wt5sCj2s79KhkPUP4aWta7Un/RG/BJw9U2/Bf1Xd8pq57+X97wSambimr1cS/60GCu75v9nuff+Cfw+Rk/Pnfhipy/Lq+X5wufsL/BBx8v89VD6mTDkUlKrhyJM/+CzlwIfj03vavnV3XZf+8EHnrpp/kFBK7P188yrB2KraNS/74Luaj1SVqWuCDxm2aWSGGckUWMzRCVBf8XPD9SbL+943q1l2ei3NjbZt6IPeOZahrtFc//gjJ27kGnovZfX8J3jsj94zY+DCoz/Vz9XimNXP+N3nxtcmXtc1uZmDPxntFmOlG4d+H45JoZ8Yi3+K51QQ7n5PmsnHuHyt8jZfdfBBXNCoJdY1xfc6jGIt40RxSTU+X+3wpl7u3NtYdPfdrl+Ny6m/3U1cu72mAyTY//xue81O7+FfpzYw8dUfimH/4Ypltcpl9frRf8QY4vheXK5sNc+ErlU4kSAeXTvHmp/D920T34cd8q8woCD9LEX//L/6gg3P9z4s8NMj+tcO59gQZXKmhfjchiboNE3+rPV8pgsaWjCf6F5RNx4U+N2/H94zSk8smM7YezTUR1XFsLgf5f9aG7ufvHlduVjS++uGK73/wQbdsr/WbzXc0Iv5fdyVDEIKxT5Lqfz3O4J3hj8NTuGzl9/wVd3qTImhWTMhxeuN7lMrcSiOsZuVakbpN1E8wevhYJ9TXmGQ7fWiUEWX3SVw7hPan1rU5t9VDUQwciv3hiWfsTBp4X8Pf5pek+79ihDZtL/5If6kkvd5sZxB49/5m1WnP/JLnY69QTVJ8+TUUqx8GGbdXzFyZCL9evBDyReL8225EHwRxxecH5r5evBPu/Uniry81/itzbyW1/Xv1w1l2HqV/l9S4rVuWh9Iq494cm4mGoe0dIVuWRS8rKX3Bn4IsP6Lv2X038Mz8c/olgRvjMz6fw/5civGpB9+r4ab5/4IKqGPb37tcsbVWIv/z1+Hp0vXhHWlk0vm2vwT93rUqq8FNSbfLCnvF6jbBEIhqN+Ezbl/u7tdGuTqOjVzQPXDcplkvjbT1SZt6ZU1qn/dY+PFYYXIKuXUiy+H5d1Ou2eXGsdD+/VXZeVVdlDadW2q/gg7SvTfakbdd0wwuJnDw0LJOnbl/rw7CT+W14956b3FvUco3/Cbh6adw3E/4fnftyUfuMrWoYWpVuyOSTgoiLTT+NvLGR97uHvSzefuV15ZtXTY4S/5a65+C277frSYy/qrgpnYPl1WsfX5h8EGqi7n+7+XGHrjCBV+yvKDL+NuO6DXsgfw7dWYcf3nx4QYQk7ji4hG0Nyz1mugVBp4X8Id/yTmmsWNhnuKX6G7nXP+Hb87L8xKdZU4yh2wb2iQeq+DC/NRFdt1HKM3l5FncDfhfhv0kPwdzja9w0lJf/+Xesn+CC5/1LGcjXr9Y2Rrxm73esPyIRJMZBv+CCtVh3nq6z+MXli3Mg0oJOZm3baVG2EW++nfGzbbM3uE7IuvTLGXep2TVn0coTb4/kjt4P/hSWHzPJk23xHvux+H5fpFSPc7cuboJ72ldncbREMLm9w/ty/fqN3m3W83mlmNmJN2S1Wn/4IM8u2dthTGR6JUUtT6mBJkVRpYrciDXhK7fushf78PaSm0Ojhk6s6yIE4wn0I5Zpb7BR3l+/UbWvjKkf70rnuv5x/J52uVwGDTza1+C+N3O+7rNMEL+zw/ubjzd/hS3qtN6lX5tDLzZHFrXD+fCx34sqOq6bPJVBnkomRJD+n66xsuRDNMk8ZQXqGOx/b6I6BNgj8b2wXI2G2nnSflsVjUjlUaiNvZKeeLy/1VjcmYTajt1lytJJOI1fefrtbVju+C/u+2bV+VYxcj7FWy/pXgt6Qyr74Zfq/CuWL38vXOLww2W3hC8FvwYW5r5CaqtwdO4I/HVwauX0tD8v9vjc7UtQt+TdIkfpM1s1+vFebyv0X1voF/VN23rBJ93rBv14Yu3jlNmkIt+e7S8s7Y0sa8vP4M19k1q/JXL14X7ZqPywKWk2GrGVah+Npljn9nxnxXW/F+GdZnKmvJ6vy/+4e1s8rBY27H8+bgwiihnT/+Tyf4I8m/fhObppX2vgwhj2xdt3vicw6TWJfXhfKgiuWT6q9Y08rGJf18Fm7xPDka3pFFl+X7G9SMk/3tBl5rL35yq94R9f/4fvHxU1SLhJ/M3DVSRPXBOigk8nxYyH2BuRMW+GNK+fU18eLWNrLl/gg5s82u7faAdoZ7lDCyz78MXzCGpha1wjw9g7hlJA4oxP42qaxvr2suOfua07q8KkWWzbZfr6BNevevQqH7oMy//QIuXn7b/G3eePREglxY94rivsa+eEOcdj6/D/CXrwr1NhTUyyc+OGSGLtfl9e6D3Ur2rPm/MSrmjh+JD/hfJ6am1LUb5P0cW4IvPWoPuX63wX47/nzDfu/9YIfGWrdRs/SPCrjeRPK8uRRbtcsjn6h95OPePvSX1fwpdWubq9znOzdztZ2B9mX1/BfU7knXGXp4MzTV/vSxtxX5MTb3cS+7vmuGVJtYqSmMvD3xtN89IkLEllJX4X0y7gJ2+uJnV9Byoav8o4tFaiqr1sbMcd/jyfeX5mJvN1S35n/302HcV1Fd3ka+YU1QzbtqYq+0gS6/QYPYhPl/+gxrNBMIHWfwkh6U6Qz/l/7w/PFhG9vlepPcXTy54YZXJ2rmDkv/qC+WIX+osWRk6f7gm955Ew7DCfwrzf/tzlTb/IrzffsV79xtqzUh6RnVKZZYfe/Ury4tmkaHN3BvfXEZydn6bNl99cbuWPgj80c3dK2x6jaQvpNYL3VbSJM8w03LxX4fmVLzmalcRZHlZ5yja9w/nX/gqn18jedZLbn+AadAn1t3jNiFl90vG9VcS06r7mq6As4XP7Pp026v8b3DCpb/tzd1PFVWWLHUVj+h50l/POHzy+GKySzU2mWjw6Np4EvsXvv0xvV3bL366Haea4oz3vRQ8lPnUO/wWVfJ3ZD2i9z8Lz7qtXJaZfyPGXT8P36qTH/c3duuyBY7KokEFbj4Re3PwX7mTzYbWXF67eT/+GMuWixrcjRjmMh5bNB3xFbW12qaIPvWlT+N0irWqejYXVcVpDMvFRcoqkH9GH6n/wxUIf4H98flnmnF2CN/3vjYl/yv47mzCj76cFlZKQx/rXG20lC/MQ93qHc8fXnhl7cBt7YWQRajF/wQUx9l677vlaJKkXaeMFG/+N8P5H2tPUjiaUzR/HsxSP0UkuglduJy+v2HepcyY2/OVglKMp4EWN3B1k9ONiXhumP/1JV83NchZ1iTeLgxi/kmNXP4MIZMk3LwSPpY+OWA7f13t37yn43NzylF0NgyG63JlLkyfRzQndAJd33jzDQJKoup/L/fh29ak2EPNKim/WC89dwj5CsGngi5rKy/60F46t+4k5rjhx90HIeuMXjcutN+GdirrLavJe8VkkrhGxJF/X/xuTBZwf0uE6phL85++4fosFJprKR9ag5uql0dw1YNVqmCCJe7BXFpI5naLn2CqDh+V7efZtoZSS7MUv9bjdUE+gzsPvXz/kvUE2xfjn8MPjhxwUl+/wpQ5pbrh3yvvu7E5y3pYMKTkt7nUufJBK7T6ayMfJqyAj3c8vS1V3db9ty/30HvIvHO61Vctnh9ab36QlWrVsb5NLFbIPq9pJ+dvw9IpoVSrfstF/+wv2lP7835dnNfCet6r+GvL1uev/wQeK9ZRLGlji+xA1X4a5pZj7Xh+JD/grxWTfmXMx+FeCHn9oNvEy8l+5b+Gc+bfDmYf/gnv1dXtl/fwRd38fhKsa1qsvuvh3WskKyul+VUwy5X8v+uHLvCPqvtzXl9d8O5LqW+oZj8AV+pn+8iSfwYYbUhdVhG1Cl/NHhtFRy+t3QINXNxdch03QaPKGDaHZZDEXnxS/++TBB4fj20i6qGh7cc46B8fl/fUPdFRRq+eSS4w+8EZLd6WNqvJE8lLJ6Z1K7PwrIHhsn/L9XcgMMja6uN0dIfZ7leT/xu5c7fdb5Q+dWAlxjmDf/Ds+ak7/TdZE3lRoX/XjcI+en92rm+u5JbEJkG+ZC1PwadBoziu2vxq5v4Kj1Xmlfc6V4ewR9In7a7d7ttCFgsI2p3P/DvLusaXmwVoywXrKT5tDPYi+Nk7mRl1y9E9e2ifnmkD53jN60O8r8v/eH9J7/gX3KkQv8mGNmC3XXUwTfGit6n4ejfTcjVLbcwidXYqmzZ/L9e4WtnH8+f06sYNf5f+8PV3ti+6+I/HUQ4pX89SVZt/v3xPF+H8v9ta1l8qXILhxLul9f3frL/9LF+frrPH/i5O/W3L/r/gm3drVYINfJNnVeWta8FU2fx5Xn1+Gu6rbpypf/BTVMaXf51K23+qL/3Qc7Tr8aKds0X/3G26oqqXhzoS+cTc7FbQ6p0LvlBwftjd9Y2I/zZxL/wvpl5cu7E6jH8bTebLzxhv4JLtGuzqP+GYTDTfszw7J+CPZ3X6Ivgg01T0kpZItf019aX8O0lBDZ97ydIEG+YZzkn0AIBC95bt4/TxCmlnDzl5f6XD2tbmkXGRuciS9fcjouX+rwQa3Te7ZGhlIjuseJR38qI6zinw7xheaV+TK2SbtS/L91qDC8L+Zx/2SNyc6RxULAvh2W0Qfc/BHrVwDTwSY5V2C8RLyHNa15Oq/BBai/cvS25nWYJt3BTPkPFWMDtebl/4SrXar8EnbTl+K6bzZS+WT+vDFZ/fVebln/4KObOTYrMrwQYdOVS+wuGpNoe/BhmMBHu0EaLERGsCb8fTGWfL9/YfynEkEK8L9xT4t0EYi0zjoObSl/01G8ZpJ8b7d3uHam5V9z7RVq/9Uvv1h3ttadPl3FK66n/gsu+P5fm80mINPBJqZCd/fivC323f4Y5svPirxxf+Eqq3itWvhqt3i+Zd+X7/CsNDyuXzO7BkCH+1v68FOf9VKsu4Pyb1Xm3uvWYIvv+G46t6rk0xRYduV/G3Sn8dyu02oVuMpH+XbeLHVPNTs4wh5hYadXaPw/Ue02+bY6ybv00Zt5gc4J9fvu0La1wU2nJjCRj1g/pvznuMz53J2M6qlv+Gt46vx8wsNXf4I8uX3ANfF135P8t79rwUS47S5M5fgh5/irwR9z/L8MX1VeLwznr71w1N5cdY/3/L/vhKPL7vaD+Jy/+4V0j7pSu6+iD2Z0f8EF3agk/mmtZ+u1mmSJs/dthzrv4d53lzh0jqt8tJm/19B/pvNxRl1JVkzt5k2UJmCbZ4/76wr0zsJbeKd5i7fL4alMbI4QatF5L/6jb2Tu8x7rM/DQzR+Go7Oik9pVh/OGrzN38EGM9ktWlWGDIcjwWlQ7FSkiq4unBhauHvh7pFzl7TZSQj1CNV6x4ix/sP1f8l+GwEdVrjFiFO4fSYROP8Fcay+uWWfzjH6LUGnggIuqkwiAN6j8v6T3b+X/bf8MWq8MyZPkvyBUmOCvwSXSdcQ+NuYSspV0si+j+jzklXGNeHucqbd+C/J9p1eEEM7L//h3Cy5wjptYVav5icfGdCUpqyK7+C/Sfufy/m1uRb4y98rruutL8K2W2D0teperMMOlVp0PIl3+JzKPhx6usbhStms17blnqorMvwgm87t0vbM9SR/YetVyPJFx+mU5q6M60MzR/2FbuFqa9kD+OfsAJPt87h8htMxj+kjup/gg7n+qZ8/X/1LySl9J1cE3Pgh/GWREy/943W+XlzWT63W0SL8IeNa+60vh+9U1Jl73UOX0//4erOs75/R80bXqV5fMJNy/65+GO0ui3ORHe+5JcGfnr94dhj/hnKU+L57tC+X1fUF2szyZzjfgsvewcufJspnzhZf9cLaqnu6nT5xcfMWVl+vw98ZV1+7bWCQbj6TAvhqHn+FpM5d5P35df/DHhR6bv+pB3M43yCxAtPwtL+sbW+DhOJv/M0Vhu1H/h6VFk2fS6zD77anFEkUUOw1za3/VvwzHrH/NPSQ/D/ZU/8LY5hXN21X9EE2gwx3xPP+kTfhuTEY90xeEv78vj34JeNtWSEn/xj/vXMSRI+mOvuf8PVMxV9zP1+P2vcJx0ovgorXbvr8NZ8uo9zgfkHf+saDRdYIsNU33fhXc+eRcUND3C//wtfb2m1i/KrDVrl59L6v4J7743LmX4crHpX35Gx96/BZLL80rh33Y/NLVeX/vBblntSdD8fhWs6vuf5VKZxJr/h/dSpVT1o9YuFFVa8Vs1c5UwaO/h/74Jd33nlKvFeaXJ/gw8vzdNSD1MZoxmHTzei+GpcnyvqDFhpawz6X/3G8PvarXkhDjRfX9tdR7vhqTsysEla5U/l+18bvAk88T5/5Odq5zDxXqeHwxafO3r+UXHZPgru5W2dPCP86UrnMvr+EOM+8+Ltkd/ZVk8Ga+gSED/YqQ1MWop+Ht7Rd7u9Yv7jIlS++0oWwx//OvtDDBnfMPLmv/w7U+zhZmeFF6P1UfSW3p3uDskr7zT+HMn5h/ZB6cP4dnzl2fNZsi+mVNx9spfutQ54KUmL51iBNoRez8bq/IUKXvH49VGqlrnFA/2W5b4S80t1l/J8NTxyv4sXlLQ3S+eoz7fw7bUpCf4bt98PZxepb6FxvvCSLKiB/J5/4ML7WZjFTOF/f/h3Cr34zjq5ar1jv9if5hj8Pdzdy47cOOj+oa4tK9pZqm2jNfQIM+ljop6m90xCw2G5VAxT6kt7T/hWqlLxCvaZQIrDvjXOl6zL14IPJ5vrKur5/4YX6a3w/o0pNpq8XGlZ8JBTjWw7e8+IcfPwQ73Y/PSso3HzLPW8Gfk4QWv+Gd0dYeEjLXTxG15f98FtZY4dzR4Mv9q4VmNdt2W3x2bah/wzjb06+QPnTnZL/hLNufP8FXl3x3E18rsZfv8Ld1ot89TujDg/+FYQuc8uh6oneLOylhD/UX7JkXHRepTXqev8JvChEXrxXcvWPl/rxGb/c/RfqycNZdfWH5j/+Ns2LJBZizYyx+N5du+B83nkbk37rldH17hXmiiu1Xx0XSRJw/56uvLh//wRb7xZffXBFm9gu/cOUWxDAeMAAABPNQZuAL8B5+YNWU2y/64YpT3e4TKOdIXn0IcdfL694f6Q3Qr721+ru4Iv85/5f/saTlphvSl77e8IfGj68Y3rhbzUjNNruM9+X92iMI9m6k/vG6vmrJ8vvrggLjUVmkq9t+K/6pezB8Pbweh+t1G9y3tOI1ZWZO+8l4pU3G6ZQbAQ+tbv3r8EkjlzC/DmqeDG45Mj/PrJQeVm/gl89ccczfYTj4W+G/vPq/IFBlE0X/vDe1JkEotCbNXVZzf4b05epQrTRZ3w27Vebar8N8cr1zSM077M8vgj1f34Lyci9K6+T2jA74Iz4akh6gz8LzSitQpleWGVp0/JDtsqFx/gvvETLQe5WF0V+tf/uoMy1U0vh/uf9a2ck1/ToQdRfB+NzIhr7XEg7a3hrNLy/glHjIoTfkbMmpf42e51GF47d+M1Jchxd/1URjxd5dLZPjcMq2ZfT4lm0llznJaWzVJrh8UidG3DeEbwjpy//QIJlloWe4a5NmS1uMkZBfzleq7s21X7jcsHfl/8qBTRLsvKwcfjDFpfqnIZlM64ny+6+FO5m4Z/KmWeTLaQsvg/DGMvRE9t0uy8HyLmLBuLb/xsIlHGKYmy464tDIr/MHX1P9BciN3w9PjQpfr4ek0p3Oy/TMZ1IgKr8MoOeeUzHwTEq4rvWL8EM+r+y/X4Id58l+G+rJf0K5+S+CTd3KKDXw3P114cy3/wuWbv7riuG18f/8OyZLju9bJcMmq/13myuEvKmc6i/CkPZgXM1u2l/WfbTPEc6Nyn78bm1vx+yYHVDdmX8EN9zOM4TDWV/jfSadN7/tq+bJq2c/DrNYbkKw63xtn+8Q4H8kb5N7v3PHWpGhIQ571eH1v8e0fFsLy/r2H8bU/X8mPeEeVM7ffrRw5cFPMaVeZqGMLu8h8X8KzdQv9XN85McUN7mw3gfR3/gg6hzhUPvO+03yqTJwYZM7uVTBEJtjrDtPgwhL2i/H5lRxQ8XC8w0yo1+BbZ6YF2F2g41456+NyZrS5fcnVldKrb1AmNCpFPhBl4zBw6z43WktKbW/vy2T5SjvtPOXt6ut1G7k9ceQqF4IVo8Ku6W7am3ITvwghDl83JmPnJf/sP8lJ5bWMn9Qy7HxhxfvtqEblvgwk+3PpOf6vxzBxRN1oXZVrje7dwv98n5kL/VKfyDjlSZD97qN7vDHvvdc2eBalbama/4IL3uN/+oOrQHuxysPS4PeGFvv4WjLRujnLBhw2kxjntqxJg08L4b9IPu1u3FTsCW5e+X4Rd/ctM1rh6V+IrFIvjykVJZMUOQg2G9uuXp4H0/ytsSsr/jb8dMus0e8fZnqZ6hc2eYZcjGBHpwlpSzV4emhX4ZIq65fk1Ad5f68EFJe9psSaUpfnLRYcv3+EN1y1XMmtfYUm+3pX5pVjK4fh+gyXeu/JitnMmf+J/HF2YXIz3PhyfTQi+H/GtV4Y0llyPrK8IeYqy/83mz4IL3bn7XNKfFh71h314Iqp8GX7/XpPBHIPJqnF+U5GbwaeKJz46zKvwS32rNpuxl/fwXwtx+VmdczZ/Iv/wze4T/uUyTmm8k2L4YqWSXLid7cP0X8vtOmkHr4b9nz7VuOPnHDlXU+CHu1pg+H/J8znC2nJfLn1+Gdi+Fstaef1K/r+i/f4zuLVYakUf9k/z/4ILxG1OyTb1TmK4Zh043Z5hyFIDMzf8K0zR0TfXuYfO/+i/r4WtGpNKX6jXbfJbmBrFfwxc/vy5L8mv/CeXva3/G03uX/j3TVPGPoEdctqCi+HrSbZFgZOrfjaqsqAX5h0PHDav8FGT07kvYA089flRTKPgsl5a90+2uL8F9pr4ceVSkjokXG+X/XDfF0oP+H5Y/mrX8KT4p+4jcZyubOz4QOmeowrwYZadbqRLTD0MV/wRRhr+vw/N1x3L81xvx0ljf/wprVN+ZirzX1+Hba+b73y+CPx9t7yEMX5PyyctF/h7lEnztqRdeX5VjQev8L7m6zBuzdu43r4duX8Ka3K9w05O7XPVcwvwQ2Z/34MMg88pXuVjAKM3HcMD3w73LHN1PmgdQ3THh7ljk+g08NZ6lZqgwt7/8Fmtbu7jfXb5vty19FS9p/Yb3jdWX8OLcWvDt452bdq3Pm38NF/W/jsi8uZzpPMWd9frB+N7an18p7yyDL2n0TlJGRMj/+CC61Pf3aVY5pUhg/8LZ93fyr+2nrUDhu674XtYmxu5BfUq2QSl/6wXQg8n+b8X4b6te6Y3Mh3PN1/gg3V5N+PrtJEue4z+Zf38P5Y1UPZT7F3h94rWF4bbRL48v9Lh268vNv2M+Z2wzzf+Hr51fJ0ona7obov/gt5OG9Sx1bg/NkLzb8Mz/yhi2ux/wZ9BqVRu79lGffBVmXLfJattKJ3KBq8EXm8H4JvTckNLMfgn87dtcvwrHGXD0dfkf5n/14ervU3jPH8vpEHTQYpXhebzls2qzi3j8I+SVd3wtInfXb7g6519A6X6Fcv3+CzmY8+Kvb8O3aefIWrzMaxr5Rz/4MPGdNSEZfjp4tFD8/DVrK4qbGu/8v/eJ5JXfv1G1V23W7IvKJNy8158yCYDjrL/+e4fUtyJ/8bmje75IvL/+r3nyC3y/rThaWfn191M10vwaeHMyCfFhrVPMPomjj+h8EHN1flw1EX3r9Ci4RhryGpf38EMv53phl9/UPdWtRfBt+zrfdsgNn4vchHbX+HMuXce3IsEXDYPh+iyNRZ/y468NXi/8PTEqG1cuVvslDa9f0h/4TtNKEeofa+CbNlS5xv4S/9Y3l8m5tmhWlGbGUWEr5h4eGEjd3sq2cvrfhaT8Marzc/uyLfw5d9fIEm8MrM+H91etZMJtt9NNTd14du+bk9ThvXKeRCVr/k5P+HLZq1jnhB9udbPH4IO5ZvfbuoVWftgbxP/ib88VzN/BRy7WTZXfuf3g0f0Hpttcazy7bj1F87nOr8ZfJer3Xmjcucv9eFPDeVj+7vzfHFa0xKMv9eC+N9uzu6/KETIEclVe42XbdaJS5PnJol5S+pfP6hcfHJ8PSuXPvm2Tlf+lBrLlEiFnbevBbdVvO7KvH1G1JF8rzlv+CTVbfgw7pKiTGWS3Dduv/xuTNkb17tZtUlB8oLD/5f3XDUuYT6lDccXz8twvgjpvs/D+tzNj7z4vyCIbv+8v6fgvu8Xj3fwsjH++X79QU3u9pVeM1X34MOfPGFdi+UPw3NWv4dt5q7vdS9Y69htEMaFf+WHvfBqX6/BLm3uuX4Vzxawtrr7ynPBO/3ypA8bYfz3ftFEd8vBS+teDDJ8l9TPKt//BdNFvDPK2YuG+rBTn7pfO57+3+H4buXNfDVMQ5gxfwXbSqhF+UYfBhV8MHr3UozGXq+RqluUPfUxfhmWl/v5gccKtl8F9db3fL9ATIchfggw7idxyWU8cKV5aKGLi+R56/Pjn4Zu78SNOv3+CSZg2/vwtL+2WZ7pL8wvMPh9erl/6wxPKuskFvHSy/L9fh+P0/cXMcjzR1+ytYfZz+F8vP8M74/FyKlp/X2eoxc/4M/OZYS8sX+X1/D5w9lmb8Njhm34ePd/83L/w7SF8OWz2948yWMB1D1mcRZgn2IeFWeXxEkfPjdfriZf/obj7Zvd7Y9ETnxNP+pU4YX0sHsofJBeHamjJ81y0vF7fDclG0Ua+F7z1y7Na+xEFT3/G1rSn8l6fP/q8vNH8vvfh3wwkU7WzMe5fVybMG/l/rwX7z7cvtRn+1YwoiS9P/C1+HvL3UymjToWtP/w521Uc/+i/8Mb1LnqNT98w9w/l+18fupsreIevL/b43uufX0Hvpm4yuoZlTzNxopSdEPYui+CC6t0cc7yy3ZqjRMOj/cpBy/hGwiOqX9+wX7pcc76vl8fihxKI/irq93wa+Fa5Z05PNeVgsTf/gp5GvWp/d5t/QJJ/cvhn4TyfubJl/1cL0so+vdfIInC8OS6/hTc2b+ZhvWqdX9vrCs3IpKvvHunCMpgyzqlWSLN/wTRhf8vy/JJ7CTJfwvu71LphqDFnlJn/D2ZmsYZLxD79DUuVcLEivCvPlDhQu/Pgvw5JsJuf3y+vQ6jNP+CDPU2vxJXs/I5x5oyHi4btr5B+X6voFnLjtd+eW4l9fxsQ41QTitJDlFndjX9s/FCIkNLf+dwWCdXGBfrwxy/V81iXIHzZhrOFBqJFj/DdWtf6o2o1YZv4jWG5GPyPy/vdDKkxeSb/I2WVa+WDNdYayZeLwz9w/Sa8GGf8vXU54IOMN/+CHd7iX/7dsa9i+HfN9Vy98qmCRg/36zej+Cnd9YbvofUW34K5PhLNCNOAjNXVcM33jd5ZHayc5kXbpsuZHJOXNMNLiMMyWZvvDsFPla9e944Ze1MNWuTNw1LHsFvgw8M51DfuYcGr4dzmEfmZ/wRUlb9l+69YPwTX08Q5w/Bfre2ELLKkFYwWL6/8FFiTJu72+/G1UmtytK7Nm5eVuUKfqSv8v1+F+XJsh79H29GPF8izj4dQ068N60S/gf9P0e78PyK/t8cXBp56vlf8v/qGLmbhl7fFxUkPYvVfcM43kpKn4IJZSpztdkt8SZuPjfOGteN8zC99JztdsxdNAoNmBwm9yHl/1w7DTpftLvdvtHQFSfwYe54ivrcaPP/oPcZjL5YmofZkyV8nVff0rRej+DD03fDj7OOH7e+Sr68Fd61wv846vxvw/vK7N9VX34dv3oZOvgirr2X9LwYW6g9es1Gsb+6o5f38Eur6V+/BVW1752a71s/BhwxHveqT1ygz/L/Xgvy/5bbkepnuy/CnP1pXbW6Z1vYy+/WNubtRO9o3qpffWKR0CZ/tetyxBr4dtHxdptaV0mQ0+2qWsNiG3OFvgpkzKLVu3vw/G5Jz/n9X3pN3TcdFrV7DULX974d1pcOD1zdt+/mMle/8XqTO9r78n+GOM02V+L8YDAmjjLa3X79wYcuXOUC+Vls6yt+GZCf4e1bhb6xWbYl/nV/h9e/d63wQdSOuPMY7MS/W8NdkwUpL6VI7/gvukKz9VJHilkefqjX5R/Bd4dy2PGe5+HZdx18WlVLL3wR+dnogwiQMfoXw9XdK9ze2xDsuf//iuXyubbNfwX6krkzSfpkDnj/8EflkVWvoFFO7zf+fhjeO0Lu3y+Qsdz/wnji5JLg18Fk66/J4wz3B+C/hubhvvdfvLT4L97HdcXhL9QqmS1007+w7g58+K7vyZB2LUXU7zC5AWmhwnL+u4IMmb5fjFMtlqGpLnDD/w9Gct/1NefD5thyTZ1GxPur8O/Dfqs8b0sg1iKPlN4P/8Pb3rtd3qYurZuDf8vr+N4Zemf3rvPf4Xkin1r/4XtVSSeH6h1j6NNO/U/57TcOohqX/rrD0O+UL7ELWbh6eo6efcw2zdxz7yV/wnc6yfdcvv+NxA+WR/v28vWSmKugB8CR53OPUR5f38NZdNjyKyFxnv/hXz17uqJGpBP//DloprVOtN4e5Xlny/b+Hdo+64dmMkrwStlU/+GOSAZy/aUHcsf+CLe+UGvl6r8LVNtZd8vh+yNI/4Xm5N7p/louQP1lYz/8bbZ3m7Nq6fNc/1nEyvdr6jKseZzX8MdS/LLBbFx/MC/l9e8O8uS38L6rUJ3nz2GTCn/EVqnVP8LbzRD3zSqy6Yv8xfwk5a3/DWp+wXWG55fG5956usPUz+OoO0zg82F95BTRb9uc5ZYI7EOdH8O1L09Vn5mPz5hJJf/w3Pr+Nwl6b/4Zl1XtHlvIM/8EXd4Mv/uFKV7TYwvllic/3PwV4zxuu/8sS0vl78EutK9rF+CPxzoPwS0stJP+H4d1dt3zkdakLhtbqubLZTJh7c/BHTh73BBn4X87Yd7q1q/wzFuPwXQZdWrudzdnSL4X8CR7vORepA8G3YJ/14Vu/z5FjY8TFWE/+Hbfk2sjtzrs8ZQ0HMmCRfy/XeHvEfTtB7ySDuP10d5O4NEqHLJr+Fe/9TB2Vj7Qqi/X0N8zST2fU+XCZaF6px7heP4eb+Htoerm9rFbldKfljGD3scVT8ZcxufXYpp9slkS+/oGFua5JcXwk5CaIXA99fgwvnxY1IzCNYnkl994K7ke+FGq7PtDAl/Oe8jn4et58vL91dImYdKV/+Nqt/nLh3kYLG3jFNLGdIJk8/+X+nxsLuVd5z6+td250zB7860aRK3w9k0/Mb6LvfubxlWxQhRLHf/wz8uNmoRV/8P2ny/1fLDjaihkjeUhGsaFr8N1NtJW7659NdexIDXw5JM5FZVNyxR2/Km3I34VmguVu6/nTOIuWW98FE8a8Jb2K92X7XwRds2efgwkQX1OO3XcmUKX/w35NWPkINTLZT/wlZKm7t/wYZTNKXmbcH+H7mHBWX9dw9l+/L+XXVkv/xkNR8vy4rsrc+Re+8EHk6zdPLkopMjR/mfhq1n8Kyh/fysSlCbaThv5f/cO33r+JKXnfCL2lsfUguHrf/wUWzbJiWz7B+GqfWMfwy7/+FrKu7vh/l5ZLwvfMWazNSlDcz+XYduL/gq3a8n4eyipr1DujL+SC65wfeNY4Lp1fgjk8LUH4A0XuF8mK3ET81tC0m/8F1Nrxxl2fhPuZskevcVdJ3jGv+GdXtj+v+X+8sL3ua3UY8XUeTuxcn8vy/hmX5r+Z6ude+Fan154RSzX0o6EXJKzfp+kSoWUKc/4LdnPA+evw3Pny/GL9gl8K9ZpLlpQ3Ebv//ghn/u1F+/wU7UeW1cfX7heCK4ZdLt+FfDfs6lktWglxCb/+Gp71y/Ywjo/AeUAAABMCQZugL8B5+QNZgsN9WuCDjnM0YZTe2yQ5MN9tzBNJz/DEQ/Mkn24CD9XrvmsqU0aePYW+GiamplmMyX68GHidCZatWWzi/1vYY2iO45Vb8MZ6ZP5SJIYtHw4XJ7n9I15jPw3zMiGjcJnD0P/gg8k5CN5mNeEtZz/l0l/CHTIO3dyNSx2nw3SSrqeZirP/4Y8+whcie2YTjFcuhlEln4Y6Y5VE5dlbrsk/1rh3y3puvpdNvX14L+TvVffPbKUv8Ekt5mWfh/tLuxu+ubnbh1zXt+CYnC/z3fGfnOvljCfBnjBp4+P++1hycXc4WXgjrNnvw9WTDDp1ybuX4+eNQ3EX7L/h68vqpDbfuftMwYfZ/MNS6UH/Pg1JptXhf/wV3zvLLpXl8X4MNu3nIqXHGSzs//C+TM0x2I6xy6sf/DHnnIUXbD7qpsWNu38P3e1u6zOy8NJdLdG3fyBf4ICXd58Huq5PUMqKm6v/wrV8cnkk+qv6f+X9dwT2tVnzhPxu78361Ywn/A1dNv5fu5KDsf9/m+4hzL6bt14IKu3quVj7G8DBDukWxR3O+C+q5ZW0uQsk1f5U2SwbeG9ar49M6to/h4s0R6w3zW+7WtYe4g4vocSYHf4fzHTg3H5ZMj5bb8g6W/4YhhGZ+Zzbl5y0rmFQ3EYQMGDBMYH0GUIvdEvCUz0I8t3nK/D1JR1a2fdz7Vdw/hpzBsoLRMx/BBJms2Pnvl4pVzO/6/37hy7iX7fIfK3+C7i45Im6+/DHkbj1Mqf6ju14I+T9fhjNmaLqeGwh5yEPtDn/DfPUj9fh/MPzAv4Lp3R5J+VeCDdrPybbSFWTzDfkB2HL139eCGYdmP2/LP+DPw1j3XKDorh6ThpQ07f+DCLfw6+dibumqMyvwVkjroOvqLIvL974YjdXqbrk3DrTDiIz+9cNEPLW7+Wzh7+DDl7uUmy11sWZNsv/DPaeL/k5A98M6a+wyy5//8l7n1+G5Ncmnvbn5Gf+H71c74zgMvfbaZSymQWLmEZ+CvxlTMbOr5vCfhjk7qt1wh5j9ku/3e1+N7uZj7Q3Sd3b+YuV/wX6VxPk7MghS0joaX0eOWNeCepM1rll/7wjrWr1Xl9/wvrMwf71x/vwaL6DmFaY/Z7lf78OVJt+/WSdfY0pl+TS05KQjrxN35xj+fZarw1ffUkakCjBIxoO7G/DBKk/cn186Kvzv4Y7lTW6Bf3+GLf/F7zbur8F963qvrHd/69RpYnPK7UZd1qTu3evUitIMiHqdbDbHE9HEa+Krb3OHf4Z6y/DOJGe0PBm72OTB1eHfJE/N3w5vyuH4qHnoQKw+tz8Lbcd+1jSY2uG4ctb/rkwqQfw38S/pF9ZZg28EV36rwld9td+CK77FrrNvdF+vwSV3l+HS2nc3XLCfOXwzPC6zf42l5veGm21sZN+36/ep3/D2TU0dzebCVNDxumMmRp3rwQTE5Hq+7Kfl+MKGpKSG2BY+nDCZH/DZHbuZPD3r/8LlQrlw+vwhRg64+ebZB5L2/h/pFRPjvPkW3b1OFJhkfK+0eD61PxuozTfT26YxzHW3wfnPBtJ6jeeBp4X1jjHJmVtw6vwj48uisz4IMYpbEYrrR/+59nKQdD1+R3o9l/l/a8Pcvlky3W/b+MJ7VNBKu+N7vMHX1fPC7q08ulkG0Wdsp8Ld0mnJXMNnD4Q+qcvStvZg+2HzPeVRybCo+wCvmcPOl4mt9L/1hsoSX2f/hZRzFf/w7k8p/LufNQk7b7Vv/BTysYz2Xrr8PXP9db03JytoPcFhPy4kkv18EGeNJ3x3LzkV/GkXYn8I1pT4103X8F+yVa37DXQePKHy1/gv3TL0r1fIsrD/4K9Xmz5sxfggmySW97xv2YeR5ilD+FvH203P5Eo30o1m95eQ3i67l/3xeX741K+F91u7n8v1c1fO+sO7tOurvm84JPK//e+G+GBo1DLmR5OschcGi7xXjtPPn8b3lZd2F3t5c+XvLqDEU91GYIxOuX9fBdL+nUhOLL9/nr8bTNaQ/hqbqWsS8PS04v/gg2b7vzQdp5ZycOTR/4K6mvJvdTz8svueqh2sueO+MF+n8xBLp6bYoIrDN7emtDB+X1/BBNnvd72J9LH/L/XhrhHXXCKxMa+E2ctCpFX8blY6yZd2tSjM0pIIGwYnrzg548/8ENOp0f5fheN983vXzFxiYbZX4MPNAqzpn8H21IHmq+X3Xwjx5UUZe35z3l/rw1EOO+sE+rNsokadziw/L/9h61t+0oUfX6/+yfbv3BBLWRpSazL97vOt8qI2/4eydu9tNvUbutPWeJZcdB5Tv4KqxzRnV3zyO9j8K6rIOR8qo4EqNovlBba1+J5/yeDPybYc7nv3BdJl5dXLfi93bMus/hjkusvrtl3/wxTdfJncM9aQs18NW7D1r9n/Dci/K1XDLR5y6v3/gv6q76mvf/hjC2njMtr7pZlX43jpY+7zWRfddfMajkV6uX/6BJq9sv/eCCsW8R6brqyyrnGv+L3VmZXuvBhUjc8ttSo8//4evTz5p76RE4dz1VpGv+GtJcN/PZZtHvhqrXLCHuJyuaFtfgsz1p3vWWzC/GwiVIzq6um/yLz580MNpeEf/w9m/KmhM094RNAd83w/F5wQPy//+N8+q75vOoe9yq8jzzQxfryCCDRfYrJ8O0yP/D2MtHreVBJJ9R1A9Hjosv+a9964e5dj/n/ysDi30iVaWkQ+8kmjDhk5Kq8Pa3q2Pz+IfUovy7Dssn/D0+pqa5eqhqSLb6zgtZEn8wfqKj//hTcvvm5n6m7XvF+DCHqivzPuXtavD85MaqFaGfL9vVDcilLy7e3d+eKzK0SbcjPDU739BaaZF780lTvf1Cdz+F7nybTrrLnI2Gi3P/4JskO33K8EGWw7iUN18mPffKPEufb1xuK/n3cdbd+sm+qKe1yF8EFS/W95tdWx9Otv/gwu28OGvHbyN+caGQdTjibo+CjbeL+W+sbkwSwX0P73NunD3vbI94Ztz/4Kr2vDTg++oNV7mkif/wQWrd713U7jCBX/42eCTvyL3lobNxn7oZXnfM6DQTXrvG1VfDjwe6Pn3LH5CTymx//Dd33X0wjze7hv4d3h7729yGksuzL7U90vsZ41Jyc0uozz7/+DCtuz/pkUL7ZI/8dNS7T2ta17gokldbOblvw7fSds2d1WKcdSE9YFP+GJYPp3r7uQKfwVzbV09I8qjJmnB+GOIYTR7vzojxmvoEu3dB7qwj8J8uV1+F+qJsPcj7HyD80zKpf38FsuX1at+H+k5i2+iSPq+YXOOQheY4GvhbNQpLSJJ87h59nRJ/J4Q9fh2VxB9JPZfwZHP0t8zlGu/DcV9vG/ggvVCtdV8udhygZ/gb8SL/C1StRZXZ/f63JNKFv/BB46p7HKSRX7WObjfctkbXL/24L5cV3XIuK9Rj8xzhs8cN9p8LaOjd7XCZc96CP/8PXmzw7QzdRhpVFZtT/4TtYtmpN+CTcZZEP32i/BdJhJwf7m/my/f4Jps6aX34Zy0yrc9r/wxJ052v1Y+njsFL9/QX5t3eUXDsj3/4LubE4JfBr+4+FOm8bV+xQ7eSVYvw3TfXD2ff14bm2T3PnHYbYVwaeH8i7fdbp/fdt/w549y/Ienp8F8rdax2Dc/MtO4eIX98kvw1fVQ1Dime6/5fW/DebaS7bLCa2LFBTDkv/4d3N8PvT5/c6vlnoL3/8K1VZqvPmuHUir1f/Csssrz53DLvG/+DC+6mxeaz5JL/gs5e0lUvyVu1Cy/9tBTd5vW6vj9NwZf/sFG7jP3PuHY2y/3WC/n47SfJ8M9UmC8tH5fv8M0pJQarQAq7EWBL+D7S/y/14LKZ+vaq0v34Jcvnx/WvwW7yt1T2y/143WaKdQvTt73VHsX/+CLe+34IfG0TYg0L/pYKZdXum7zZd+C+dukX1pL8EL2P8EXVOX4Yy99d18xlHJta4U81BxW3HvbvGZXy/PX59KO/wYTJ9pJL25goAjf6N/4Lu7ZDRhe5VD4K735WMfY8q2X9ewxefMOxvrqG9x/w3aTpVIG21Zo5NOPfw55e34duC9R8Mcb7l69tQ387fy/74K6v8JcuSNWUTD8OZ91qVXH/w3LbQun0gUKNJnY40KsCBu1X/Gwvq4n3LxI/dw/kjZmYX5nkGZZj4clwws/kyZhz/yh3jyy/9Zo5V/4VyV3SaeNQjEjOcS8Gi+w5ksrPHNYzrKOwzfLL62rggvu9x31cJF8y/MCJA+3f4IK21l7sdqtd+XPDvZZC5P8F/M2T9Yczhtx2syzWGZVe9cbzQTJnlYWXLvl5hjaLT/+Hrj1XLO/N+c2TwQsdo0QWizN+a7/wX1O0pbaqsH/Gt3yr3DsvLvPlb3b+UsWbN+Mzcm8k9wsrfn5yPL/a4SqGnum2l+N25793Sm/jSYX4bvHsPhu3/xu9o3mSQ40jt4spE0RE3hr/w7fnIuTdfjtM4wykR6IiQPxd3rwQbrd7cmLSX4ZueH76bsrR8TSuX93+FoeyPlrchTV8svy/deCvWtJbvnsv3fhXx6oPvfuodpSGlzmVaMvf8F+fvab+H4bul2FoNfF8OPdKZB8GELavWfK5o//KivHc4oa9vwPZp/4MJWlcl1f3/8w2Mf5f78EEQ476Os+ZxZRQe/4b33/Dt3HW15N++sgdi0yjwYdz+vCtSX4VZNShUrh6n/z8Q+UHz78EE3juPL33n+VQyLalW/+CDni+bHY74OOpAz3/w1y/XNyhb/8F+lPZ/D6hxxlIh3AX/wQT/W073vmstQ4s9zr9fQYhnyxXx831ue0MgjD64J+Gtx+cbVxkREzMHLb1YI/BBK/osZqn/XzTzC+yM6L4IObh7OSvD/3XKeDM8mvbLhUj1vhm2Oc3+EN0yFqHqWkcNKtpL/tKCC5oaHeN4exXmWWLcO8zzAt72IvhiauXvqbaPiz97afW6eutF6DPwSEKu35j8M1eXUaObITGQ6WSoyGPV8ObcurlCJT66I/y/64QklfGfJ7/Pv4JtXw11Jl+d+Fs/Miy3Hla9f0yzcFfrL8Pd2w9U3MSe86XzCTyE32ZRkgu0HS/f4JvC9oNv9+G7t6q6P/w1mjebZafy/f4LJM92uGXtz8b1l5Mv6xuU7p6nj4W1OKw1feG2fE/7MeG5/wxTzekbdWK+EPo/+HoVyEjVrVf1eUyZ+RHp9bbep3/hvNXX8Ny77Af8GHqo6t/310XcZ/D/Oy++QNzD7xLhmZzJtL/hafvWqXX5qtVh2dy0PV3gh5MnTL7+of5srP6Sb2IbnTcDf4NPC/HaXvVjDicO6/Xh2V+r133dQIdS9xuOap/y++uCCulCv3t9fNw1NhAnfxs/Un8xfH0FubV8+3SwKz8JfpfwVZz+2vefdfgrrvc0c37D4Xzufq9z5Z4338MZcnzC+5uTicf9/8L5HPIJ39b5yZmSg5ZJevBVXTf+ueXM11hrJp/bR0ifkd/428T5k9WX4ZUyEPkeRasvr+CaTl91Vy8xfhvdN4PsFZlnZ8bUddBZS3Ny77upO0IvfHhj5yZJ4w8pfp9RuHqJY8zLcLhXQTp84QavuVm2QdqR95OG7TR91R0x3W+tpC0vguqr+ffb9QS3Ovvgr9QaeesORXe/fl9P8EM/g68xhL/1hrd3r5mjTMo5/D0pR93OzqqlIxcxc2vvMHxsQde4fysv6hHqOVnfaqOlgUP4Ie28vw1eiD2hTvHq8/8PX3m+XSIjpfL+TjpE2iH4Zw3Jj5qKzHl4bEP/Cm68n1KnHpBFaT/8/DlSXrMvcgfaGXPl/0sFs995O/fgwhC/rczubDV1/DsuZ9y/v4Xnj3xc0V1DREb/4Yrf9qYjF+bQJPxuK+4p8MVzW79/0IwUQXfl/3x99yb9x3W5aX5fw/V1wlmYzfa03Uj95nwq8j/PPvX7hrxOi/rJf+CfWuay7X4f6ZcaawzN3brh3NP4NPDlDJ5FM3+IX/C/crD8P7YrRSf/gku/iEv9rgr1Ls6b3bI67ZfX1Bh8rC1TW059/4cmpJ6/MNDLVO3/4Jr3fOssX4Kc+yZmbpbtzj47z/V8jSZL+b4/aqW7njNf3CvJKt7RkrPNX8v/0Ci3MnJ6+/BB03jFXk2ifYpd9i9yh+X+vBLOd7R33OWX39Q7fsa9vk99svs7wxJPGEe4z+CnxD2mr2lUosvr+FdJ717CHL5DCf/wzlNyuxTq3//h7e1x6ono9fOtNMlfgu9j/VN3ZL8EWcGVlBt4Zyj76+cHBi7lH1u4Vm6J6Kp5JKH5MPF//4I548ifgm0rucl1l/8sI+Icd+SPL914KfDHt2w+9/7L/fh7MctxLw2GOFnQ7xU0mF9yEIdl8/8EU+WsX4ZtUrn42VpN79QrkXOX7u8UgmlLL/w9y5WPnz75Z6ZAv8Kz4bJL0nXwQ1HNTiH/xWqOfPL/WJrL89QTeLtvqwP/y/74dt515JZ4/UJP97//BHJfur1ggPKAAAAUeUGbwC/AefhwNcvWHFv7lf/C/KF3Kj5v4Ziw9xjp1JbuW+H+NsZsdrZ9nzyTM4v0qegZXP6L8E5MO5x217hJNYX4b6+n324f4v4Yu/JvlhL6PKOHIVJdfG+M76mn3bZVzfzW0O/w4V26r8oWVofl/9QRzcmxv7n4cvc3X8dfL0Ev/eaSW/wv1UovtOv5T47dl9fxvTOoyfuurqHLn6PJ/+F+eAJPniP7Ta/w7T2X/vBRtSZe7v11XgjzNO3cy+r+CDzY1dtZUlznhN9S/5ba+X9fORflEpuDTxRZP1pE8M5NlI6fRr9vV+sH4LNa4ZzkzJ36i/W+IvaZ8XqvCV73f+XNz5d74WrhnCtkXmnfz2cNBrPs/DupMk9+3s1yl0woe//w7LBGOG78Meam7d2h8mqrPDwxsNz3Wm0aG6cv39B263H13ICfPqxaGEma0OxDnqaw921w0Jf6vUgvxvNl43U/Bypbzokji6rLsdmCx+7vGn4qenxt2/xlY5GftSzKLaOmKJGRgZQ8acexYa/h2H377nWW3Nqxw2XXDTSv69Ru8pl817mkT/v0iGmWDRfYJN5tb8bXF8pdXPtKJ2bMSjVhreiD+wlOKnL/F3v5Ml/3x1ZpH7t+fF/ip86v/BLNr9quX4/JNve/N/iq5cTrcu1+FtRtc3po8C+quVD/8Evl7aXzvw/Wt7kxX64dny/+H7veWvi8jcy5JfX4Y3tBCvDlcPDl8v14i9o87hb2vBFfeLW+N35vziHBxZ+kNLB/wg/z+CP5WHPwxL9U3tTDO80f+JvWluDTw1rNyDiOZf/glgr0hCPIvuqp1oAfgn4ZfaqRZJ8VeCDHWfPh4XLoX+q1958H5Xw/8dwopHKR9WI+wUcNoaImlqg095gkq+l/7UbyyD+5NkLqi9e1fc8uRRtzIj+GF/P0XBH5ZP8P1GWYLXzMe4dqKH2aWvQ7c4KIGYK3lKqzWX30sEGqVZxy8fZOz5gqQRKGjhHV1U/mX99RtZcuO/Gvq+ulf0vrr63hgyzZtj5E+H775mzVY3e7uF9Nx+4wLdeXFIlxJf/obJEfbL7fG4y1GVNlT/vkdOv5R9sP4IKrL5iYe3L4b9FuFy4Y7S+X+/G8VmfOdif0dbzPTP7G1guE1aSO/8Ge2tPmST29+Nx3VPndF9w31eUd28PfTdb12k/h+kvWZ2XlTZDEtsv5yJohOLkX/jYzVoa11en9rKM13vsp7Z0Epq/+NpXc+X7VRxeK38nMiv4XyD5y3IzS+S4EbwAr96pjLacTeX+F5JLKHatul3xbfHFOcUB9/XqN5N+XVGPfTEsJjJRf0YfiPjRC4YNOwvMh1rSlk9eO3Jf1ugQWkhD2mdJWN2VjWUIe4r/8fLy1vvD727y/tdB723qFvcdpYBNkCs/gnWx67mX9fBf5fmXWCQF1nf/L+/YIKNtNPD58T+QkfGGb5tEtsgl7ZU49D4K+fNrNi837L7/Q2k4zC2K3898l2XxZi8qdoaS3H7k47/D3deSR24fKaZsqeMK0L2jgSCZn0INUXxvG7hC+p69erz8ranKr97LOXc204il13vS+v43dN153tyM4/PIm7cNsVHkz+vTLX03lZffqxvgrcZXUsZ3c0bzn8ZZvbDl+6pQrjmyXvjt+RCHO6aC6/ug5PvwU2/tn3NN5y+X6srobDLSMuc8kGpuKzLNAuEh3hv0TiEG9fqRNptlMLDX0cD+HNp6hu89kvNf/UGfQaxXaWGbqf/4WhV74cj7G8l/xklFCv8bzdeOZqTewaBJ/5yL74i/nrv9mnVS/q+Ns7cw8vqpBkyGHa9uLhSR0jW/FhcWlq7w9bHKHP8doHvdybfqWq5FdzNaze1Q3CqplcT30y74hx9UOK7Flcg2PJoq1U6Zf18Ly1i81XUwX42gDDnVkfbA98Pya3Hp3LJZgepHJNX/jZXYPfCt9ZyxtYmbTr5dqv4diySZ8R/fcXuCBT19Uun8I1e2Y2a/D+FZw7azS3CFusKwZKcqV5j7O5PVsv9vjeXyRf9SbuXf9hO8aOH/8IcQiA7rXhe+bxpes0Z1vXh+leOq75dJ+7cOesofnKnRfBP5F1Z/5+H7ZmYtC4uw25a3oHw6MJub8IM7ywXXi8097/hq1Wsmu8S/5Z/waeCWT+b9q8EVXnsgsv/3l++Rfw3c/zPHwi9Nxsk1P4em8bjPrU89/JnyhUpZrk+2ea9Q/3cPst9xR6tlnH/+CDl1OXzbaJ+7P+UuE+uz4Z7v7WHsZ/4erSNJrvStOfxvfp/e9a9w9eaLfGdLsXxnzEKUIvqd64dv3IU76rB3JUgV44mb6wS50Vcn6/BNGWW/JIKeHCrw7SuPLvvbkvzSJjkb/+CSq0zq/BTl45VuX/mfnFfZacMjYYNPBBqT5fvu7fmH55fC0jX6vw/m4dipPhyZE2OqnfLKtHd/+FuhDNS+8NSq13nqh/BhN+f9Z5TnyTGBff8Kzkk/bXvqiwxYb2a8EWpMWZ5fjKUljyn6rjNX8PbvMPBfcS8Nal9yaq6ByRMTil/voFsPdj73xn43HV9Vd7zbsablZ/4fvdtrs2KT2TpRCfEx8MbJH/hOQlN6k6Z++CCbr6+nqm0qxvLP/l6by/vWFfG6KjNmoyCYEgk+19zyp/C1Ze7mypWPIFiDucSuRn34ZmpkKtKZLOZxBxumROX9fX5l/63a+CDf6wZ+K1mleeFe4cqk9T3n3/hifJdzekvEyXNQMxb34f58yQjeSDt1fo6/C3/wVbyNd82TfZl/W1HzdZisaXu7g778Pc+LuXyyq9XTt8qZv8GF+PXHPpfXqT3CYT4+/99Vl/7oP+TAny/7RfW7l5oYZb7hfG6v3n022fMad+kLfYcfSeLgmx/8f1dtc/nm8v6+DDzZceaPVNw7DXeTXKnl9fw/SJ9JsbqqXfqtD9R80g11+8eMv8E/dvjLW4+N5amylMpqkS7frcvz6XwmZyyakF2V+Ove09bKvw5xr21EPukiF2/8EHSfPLP5Vtn5zlNkHJ1fgpjNWwN1plcmkTn34Ibb5kvxXXBn5/fjHroy+veFd5tfrN/RQyku+Gs20mhiSF98mh7KI/G521b3+fm9JX2xxDGki//hfDz97z44zbf/hfO12ZlxuCfQ3EfZND2ny/74f8j3vq9ZTYFXx/4ILlq+bT6vunX+kGrl8v9eCvdd33Xl+F73tjXfD+pxFoX+CbJJN/6u2+8EF6q8t1WuM/GU6uS5f18MUz6ntUsphxwfMNsCjBdm4XTLTl+/wS7eodnE+4+HKq7maVGnHdZ4kFmjnw1Hffi/8Z74JebIfk8Olu5l/+wQchJot1eT/HZ9W5ZNMnL+/hvxlVQaQqz18Ndwwv8OdVb/DaXHL/vQ2Z2lLlxtA6t4/n9iScMaX/6wkGfgkxXsPlvaov9Lgo5uJ5NzoeLL/7nr5VplGulCuqk+7xe8/De5bLS+CiRAvN14vw7JvVSlM2/22VWxK1e5Tfz1ZNJFFFhH3yn4c3d8vgTe/p9iPlC0vrvh/l3pLWHtGVb5C1vrwxeNMnySzZhrZX/y/X4L59lDI1SZZ+X+PY/gvvcL+tuNxK2ozWItaeGdlHQ8uL8Pb7l37RH6lRc3GX5/L/csgcm7x3RWw+sO8QyTjA3fDcS/eV18s2p1Z3/HXurTk3uTf4W3PK888VM5Yv//P74Y3vwadijT+Gx2RWeX/Ch3dZUZxf3ac8PF+CTLvW98PXdz5s8+PPj+0+j+Zh3/4errKPzUKxk3Bw9uMOMwO/rw7vORLvm8wktWtRnWXgl/KTZ/DN0rr5JsHnB/l+vcFWHjobQUNNW9PezOn5aT3+HdKnuXdU/vhE3K0XbeW+esMLvMw5sLs+G/DL2JWCwPXRJN+4Jh6lJf+sOeK9fQ7u+cv1+DCPcmj/k7gi3zr/+Iu7W0r/BfdA7j1VV9rcbJHwQXu3Nh/Fm7+pYQjjpl08PJaXlDylnYS/1eCC4lbm1ySbz1Wu0ybK+t//+GeFa4l/bYYYnTvvBdlkb8+/iDV+4Kq6vprW+vJDGBnPS+Cb2OvlFlOtrxuk/Pm92pCS1KG/nlc6JebfjJvrz7L7yW/8F2/Fx9duWy+/43c0c/NLGV/e7E8BjijuHpdf/ghmv4t/QStBDaWebL7UEE/U+c+ivdjkprDGYg0tPX5dg/M/C+TFb738MRV8dRUr+Cam/e+rfh3qpcvlLMgM9qey2ErDEbzw7qrAb8EU3dWM4bfWHYZFR3fcSlTZt++SD4fsZw3/nxYRvFuKhol7S0z8EG9TR44JLu57dWUt//D3q+7tr9htpoeGh1NsS8NzevvzOCRZHPBp4JNW+FeF6ylkhzmyi2KBFTnp8vr+Fc+XH1tpLVJPGcGHRya8v/eHdaqTkzP+50hzjf/y+/eGuNvvX5T5Py/9KHdNN18iGySqfENZL3YoQU81/8Od23UfW88d5Kwx8EExsvNnPKbyTuxmrIRU2eyTK8NcPhW23ekidVPrO5Y6Ycwc8q93xt9b3Ot25sml37B/YeDsU6Xgvqmt78sNrhaL69MF+fX7gUt0vMfZlTUFc00+/QXNPT+C/LN/NmN3aEOclirZfCcz/fKzL7r0FN3PDhRquqhC6P4A2X71wx5cjmioPHBNLQgQbB/4Y3t0y4i16a+t4cJ31/gp8OJkrvjr1i/Dms3WQ+Ufn4NF1riCL/t0H+HjLbGw0O3iR/zB3XytCLxrn4JvL7jHbfQXlLE3Nr+s/k1x1JxfG5EkPFaHpXgZtYy/kz4kw8dL/xHdvk34IJ26RJ8nPn9SvSf/8Pdp8d/T2qrWdUxv5fS/C2Wj+bZArxtwphlfiBL40348bV56pz2MIP+F/OuT/h+zlqaPwp27qum+98t74Yz66peTIIvx9nGpd2n63w9CDLfmlqSXhjLEjNf/Cs18yf27fKvM5U+yLHwZEn/D1dUTwnkbIgnKHInr+Y25J9/Qe8Zrl/eVzupuVxzHyb/DGHjpftH2L5wtKLlf8KcfbZxpnoruu9c/uQaeCKaUdo/tl/usE2fF9TfvoO03K/DNC3lz9Dai5vK6pX7hfVcV3FTZLP850iap7eLfC1a3d6zrlEr/4IKeeapnX9tV8OynZpfhOpWt1knzkfhSuXUy5+M9Ru8rFb7cPy482PXYrtGx0CO86xK/L6/h2ZpuuFrJBQ80PytoVLr68vDCUfw7vbVOnjlxlduSwzfrp/rfG8InTuXYkfSMxUbyveNYXbc7QS/ehgdsMy+v4YpZsutf+ZAHL0/h3eM1eNTid8y5Pa/L/9Ar+XKXsequr42X96wQUizjr4hXXsDc+dV+WJH/w/lRPIypF7l5DfyxwTfj8//BN3fLaz34KtRnz191x5T+W/Bde8uQ+PcH4KeaHl5gtTH2WUGvgojHvpTv9l/9zc1/hiPM+Lqmv8MJ72T+CDzZPB015+/1j38nBxhWJs5f+3Bbby9ak2LL/a4dut1VMxDkU+L6x39lf9B3HqVPZ1PmH/o5eGMCOHfEWi+EqU3d+/UFkdW51njxmjsv/dDcW/J/bw09li47Ekav/Dvd+Vi91MrsJkGpBEtKddY23OSyd75a5Mdo2odqq8+sEn1y+X79Q9VbkUcbu7dr1+an/DuQkvBl93PLnU0kkMrRPGDuYf7ybf4KKyEfPXX4R3fe06/w91adeXL+1ITa//mpT/8Ncn6+XZ0yHQa+G66r9S/l/fULaqpm/h8yc1/gglD+OV23OXSwy6XWN4/LUPUeX+vCvIX0Z25uA6ptln/+Nl2N9s0ekbdbTvl8O28UPMWvvDsODSLfdtaxeQqeXyLUC/Ov4cz11u4bdz8v++G4dNsv+0mGm+b5YyXCxvw75fR+LsV7y+WpQq5F/Cs6p/Dp75rkX2d473vfDvTu5O8TvG6l1SIKU6NOmoBj/4d0SlfHemoc7VLX6OaP/DFqr0nqOFw0Td/+Cjwk3wt/U9+DDw76WmsMzlDZI/7+xst1Nuf5b7Tv1781FG0bTcv31hzD2QNcP18NVmvI0/D4LfD+d+bIvwztbajpx2rf+Gpcc98Xw0vsr/+DUvtfgliHPppGsUQAy//YrSvjK/wS26y+OE3+L8NVxnlumn/wlmglNwg7R/C+8MrdHUjMu7MM35Ui2v5f+8GHfI3WfTZBlgzn3/gkvvh+N5oDyv3BJpznzNJvbpABbtGnX6NslSif8Pab5+bO82xTCxtnv5fuvDlPdfy1IP/WL8MQqoXztLo9VmGs5FiMl2wMF+Jd8RxJvI0fxVL/7heb4a0P2oXIZHEb5fL/vh2m27ddtnfCmF10v/D2XE0QKl0721evihPIpGUkxXz3TPP4Y2jX40s9DU5f/63wjefCyvfOZrL6/gik3xQaeCLe+N+evox6fUwXwXWyr6efcvw9m9LjeDV35VOLx7H/DPt5WHEOYvKsczIa+CDlpsyS2D5NvpOGV81Uszr7HW356/9HL9fw5uvKPvEV5dnyqw5DT1BNl/3wQVfzdY3lZJXxlHh2C/+C2035s239ggiu8nPdGf5Y4sm1DtKPPsTIH7O+N2nO0g5G7y1Krkanr9E684m2Vl9/wzSefYvntrJ5f98buf7kU23rxj2pzjA/Mb1Fv+Epl5X605f17BfdsxFbmH6nPq6bR7VH/8GFbNeL7fk06zF/dOGnr+CTVXKmX79Ru0mJ93lqbkQ/DinibxwR7R24ET1sMiOFIduf8t9/ghk/1Bn4X3vG/e2HEsjwIt5nF2HpfrPwS9249Qp3he4Ib/P6RfE0l3fl/9Q7l/dqe+vtzX4VxX5aOodpx6Dk//D2ZaUuuQ49Wr2qBBv/HLzngn2/v5fl1wz2ZX/8lnD/wrfBL4OLduj7FuMw6P/xcbZfJNrRfrJwzThzJ7j42H4+Sq7UMY/7sb1MLvPP/wX03vufNqtSvR//d7/giwzJli78M8i5d8vnF4wRNeevshFT3vhWf01Mn7WEfdSFeCPTJrUn8EOy9+X4Z5Pyh9ZP+A8YAAAEsVBm+AvwHn5w0vzA2GENnXqH+bKwkc6460FzdTxtL8NrR8MSRsVu3kX10+b/8v79gsJs1nzt/Ofgk4vwy/u6goyNvebey/veCSbUk5cPh8uUmXFa6/KFy6zwiyXHqvnr+yIWxrr/wxulm8mKSMx9f+HJBY8dtQ0kP/8FFN+m/Ofnr83MDo0X/vDvOPjX9pxbUB5skpaQ3FTYKKo6DU0Ey/79eTmwpdeCjV6c22y+/4ISc3cfOdcfufgz8VDtM8k563l/fwz3LRstTBNOnAdPDdH3SMTcJ/CkFNEr4/r6kF7eXbsPjd7tj3rJE3zbd3VoobPeU+YdOU69xt7RxySfuT6Tdud59XxlIf6gvafL7qrjee1E8g5WqHss3Ez5hrgCnv44NT7/w923WxEjLgR9ephRBraf69RvBN8Mi7jtn5Y+GzpKGXXaicrqw2l4epoSVovwQQ/ik+96qPkqcEXfKa1Ejk092ofwtL3TeX6qmtR2cJPPH8FNa7ntyjd+/D99S8uhrhPmB7cewnS4hkhXI0U1Zf61CRJWT/nxZl/9Q5DYj9eR+GIk1eJroUv1+CXe/L5fgt5vjy5797n+/F9tXvXRyr8MZ6+DPyb3+FuXbYxpUs/oIvTm6C3ECkw7ofwT3v2jxre6h2L8EHGHE2/LIkd86YQSzcJNlF3ghzvS3X+H41jdPbm4f/R84MWcOBOsIoqmcLD7z+F/U8YQewNmHEy5kWGXZOUHwCcH/h3dSPveLv6QtztPwj3Q2LPqbl97fG3DL++W7fjXm9x9fjTlnn9aBC1XuFJMPOoR/D/C+G6Yz5yXlBMdrsjRpYvzhFur+W+X3+xsksfZb63PrV26x6cTyxD0sgM91pvw/uanEbn3jNwimrMXGSSnQp502Y4kJGvXPgg3bOgtp2w/iUsgxTjKaav4cXAxnxP5wR+CCjlzHcbttor1bPNhNJyPsMRPUvq/hyf9dlRwiHThJYSt16h3LGH8IL3mfPbL2UpQR+V/w9lD8t0j4Lpa5M3LLw/D+OwDufv6m5w1m2mHeu/4Yqg5q0/WjbrpfL/6h7DOa9uP82YTA+r59/8PXcJvJZWO2cpDJ9j85yEXL2/u1ag08L3CVVNVUtx7OmHL+GwpAQ73ez/xsJ/TlbfwNpLvrw5w+Ebvch1ad6NIraUOY/8aakpYLpa8JZrdXBX4f5ovhVMunjTYjhlraGtikINdJPFr1gKth8nwRku+V+GPL8/qi0jX/xpZb93hpbk9Kk0Zp+rTC9mL6ZtuvDcVf8PbzK3D269sxKL/+20Fqvov9f+N3LsosLZu8dwqnCEe749lEXQvIuSetKw10pLmjVH0/G87DhjLb/HmTt2uXr1UEvUKRPY164GGET1vUg/O8zdlWfDEdVh2X9Rqm/IXYFwza9wX/+Hbz3JGY9zSdtr94+x/f2N5eZcye0m3FsR+qWR0iNL+p0JQaqXbS7G60KVH6IKVX56/V3brS74NPd3sT8YUuNny7ljufIepjXrmkvG5I6d7+2Guja8kotGPFvY8adAmifokH4LObF5+PU9+/F9sPMm/156p1M+h/y/v4L8m3N/F8PLapf8v3+Fi93ebWS/w+7v/wryPttTdW8MXof+NmG1kw/G951FN+rPv+8TM5oPXh7LlqGzVOT/pnkoYOUo5tf424y7jLZCySN8jBupSsrs+Mh9SFyGzW2hXyqBRNDK9wfBKTy8Vvf0HfvZm11hOs+7vw+V8uZruf+WM6//gvkryHUtX2Y9HZr/gglj0n7pVfqIn6fWHoIMg67P58VN4uoOX5TwGoDID4czQjhNLcr4RI+92uT/hUq8vS2XsQykTyjf/jb61us5HUvu1dGz3tTGsv+Nl29z6PaJI8n7fsCpQ7v7ldnsNfb+Xhl7Bn2F8JESX3cVPYEe0ML8Ah1/n5f/cbqaJnjS97eEC59Lr5QcH2xXB/H+l7A3RZHncv264/KqJKbu2XeQ/8EtO4lgU6nvX5SXvL/1gg1HudRxD9/z9psNZnY5cZmnYfl++sPya9tBRo/8PdH2Xr3rfrwqU/Xzc2tKKBu07qgm81oz8wM5RfD98jFEkXPVQ6n++zY373F/vrG3rrN1EP77j1Rm2xk/fZZUh7VF/e8LxWP01y6iftgmGb1JRdW3QE+dIuijuw78PYMb5Pw48RO9yXFRxNsn+5fFfi+KG/f/lINe2TrwxMuF/v3eDxDH8HXmrkz4J/GqXW/l+J8by1I1eHJMT8J/n3/gmui3fnHw5kjzvx6WU9r1nZfX7DNb5oRvEraj/S3wYVcXT03Xy4RWny/957fPtTZ88g49T30/UEvNfUZU6fgu6B/6u7FeCHjSzlBqX7XTNd9F/fU3LmX/WhpUWak7y11JnJj8Yyq3kzRkOIY7H/DeWlds4OdqafOctfG8uztnXzHT76RkG58iMy0vEvgg5e5Gq5Bpv+udkNxZghUozSS7JXqGJtk3L4oyihnPrEOhZ4u4ZCN2TjOwt8bnKN4/lf3kQcZnr7jNw+8vr1h28zEMUPrO9/m7jLp/4WI9rcozr+dOdpjy8JX1e9epS/DMv8EPW1i/y/veCjSvWsw+H5MV5N3e75T7KG2X/DW6uvkQjHbXghKP0+5Bn5yTmMFBZD/hfarz9bGiL//BdfW99zL+64IIaeTveWO955YVNH9F+t8F01P3fKvJtS789Q05KX9eGaTz4kH4cl4N7N+NLGub2b93xnXqOld4PQthtCIOIFEiHCfBBbUa4vkx7dKJTU/wpi8cnGJ/+DC8vo0lTUdKVRu8zbAYWyJ99UCCtK3Xe+lZRwPvMF3Bw9gg3Ft8AOkvr1jYQ+bnW16RMdX7ctq+7MGFxlweDt9aBf0vyTzK2B+OX/1BBNmeVImK8fj+DN/MHh9p/4f3pOfcuqY7kPxTowxSw+t/EaxrP/DXJLX/Eo6M/PHr6PXAQev3X/Bn5NWVF+rfG58fDHvTDMc5pN9NfKHgylxkEmJy+9eNwRdOK/izN0dz53TnSCPyVWj06WWUihpd4yUI/G2ipFjbVuHpMcd74JlzoL6GcszPggtS6Zp88YfR81MeKSISM2ir5f37BBduK5JuoZqXSOBoQvDZ6CYdkEcPThYIeTHxtwy9uEe11VzUIc6rAhGiW8L6oVY7v/BGSXLmdN4JLUOBHx34K706bbtrXL7WUq+wsXDL2xvf/CVmb4NC+v0Nw9lv5rSJ3e9fazEZ1cD0cy/+Hb3lXS3x+mssw/Ysg3hyLcvXl9d1CxJM+Xr+a4v8l1qvDGakQ/B36pz/hlHRIv/WGa6nF8fT2jnv3BPyfn/w+HymJVh6quKf9wVIYmE6+av+X/1COaUPCoT8Lvvf3l+9cO/Dj2t6uyI33FhI9uSh/5FZf/D93HFmIJN0i8r+FTlN0n5aZBe38bKac7dCNK6Z2xXw34j5nPh2L4wlTsQHjPTX2H+7lvE+bOvWkYcuBOlfcw439IJMvhieXKzGVC3rVmY7Jr481ImL+NtGiPU7j8inbdXuqqoZmyoiRnGZRLN/42XKlHZmW+d+wN0rm7hqnUSPKHZ+gu5G7v0vvrhSMN3ussbn0m+cd3kY2Zf3rD+X+qknzqyijBaKdXOpWzQcKV+pVQZrvPxbxNJTluX/1D/UjWsx6fz9cMIoRcnKZSTA24H/Ctey/jrQ/ZlFrqPsHVNC/8O15kDbHPAMR+XHclB6fhhlbAt+FZuvc/6nBw0LO3lQG/8NyEr85YcIF8Al/cfzx0bOCbxgnL/b42r7OS07zk/CW0vmvylouUSbRU09Z4O/gvvaV0nawSVhXt41mV38bXalw23WS2S1ffie7r/4e7ZXzii+Repw0E3WcoND0lv+H9l19761i/0fdcL8EpM3wty+VeC2++7eMfDpTfljJqXczcW0PX4kFy0Uun0C5V+XWgvO0d8bfFbcyJNXx2++lOBE0s+95jSdxH1X84uvG3cjmPhc97u2yKN81aYfbapJI4aIHk04fx1quiu0/jyTZOOUvjeGaQf/FY/RN93oPUNsMr7KNMcoLId79MzB0ETTL9fhuWVtOKpvLjVou9//wtyxj9PsJsh8GfheaRI1hq4WPvztjhffC27Xu5khqVQpO56qI26bl+/w9cL1evq6l/16FuZlc4sRH8MXu8JPjdXlpURVZzdh4lfhW01SNPyDQzL7v7ECXj0xw4fwQkvNzNXl1kxF/7c19/hyWK+HjXevDnl6/xy/8TvfFd+G6cNeqbD29Az9x/8P1ky95skzi3ktI47szvvvBHEv7gG/gunz93bX0GJ/drhAtG+2kyxpObLhzkXhqr3X+N7/wrrVdzgyFG7RygoWifrMZf9cOXcsqmM/v78FV75trN1y1l/fyXy9eCGbKXX4StOT61/BL21d7/C9Fig08bROdTLvj1JuTl4b4O1ocdDeQPDkZUhGxMx2T4frKmRi7o3Pvt4lodbbtjO9Ls2j7k/haU8o309RupQ5c6PMC/y+/eH5ka8PmQOKZ8m1bYnqWsuKpn5ibd+N433KGro+7mfHm0AWfnbAJMpbAfL/dY3chOXflx/3f2+EuHgWU9L4dnNFLXtvZMzhq8p+BK/PsDK2/DWFp2yuKt/wX41by/u/2o7IGTvXG5HPdKRovm4pMrrut5QNgs5IOmQ1YZy6sNKa3+zfgg3V8L1UoNuVw4k4m/CT5D9/4L+mP1CvwpNfhN1ib+H5MK7537n4IMd0J7eOt3h71pk05tEPvIrkYQfVWAr5iOXf4W8r9U++segteLrvd7fqCDI3l+WKe1TedF6856+GJ2fg0L9btB8l3PixXvGeIC1GwXEuvK/+N9My6mX+/MkyrO6vjeYW/4Y3WXOtx2RYtUll9fsEOUly/DfN7ZAkEnZv/8Pc+6pIh/319EEecaa/v6Dvlyo9Vo3bzqzn/9eH7WG/vJa5ylRuH5dZmdGOTUv/0HqWp/WpG3tr/S64aKeyXjaLsmbl7JefXvPFzv0Mv/4IvHykrh/4W5Okyb/azvw/RbOw/jZV7U+MSVy7u5LJH5j7en5f38ElzjL/ZfS/DPl6m0ovT/57VKlZf/BBmnj0pRKZkxu5Eyi+TnPnOXL+euHZqGphf793G8ZyG+3AuG/dRx34Ju0qS7AGvYdvGskWT1P8Q5qMTu0h/8GFs2ySJK/pUGabf/BLSvVOa9svr+H5tHunl+fNcPhnicFsjvnqncfzrZhcM238MbRmendjOJhybe3Vkn+uH4JuHOone034X7rPIuqO7WGNsW1mrL/6hTon5G+E8+P9+HZqF8S75Wb46+7gb0cm4l/8FHk799fhnUAk9/r8x8x+bOX9fPcecTKm4LMEvkjX9Z5u/BhjuEe+dqgmbEr9P/h2qwvpfCyrql5OCHrWPx0f/hitFrP1UkfPpf8F88i/TxV8J1lLv1CLfwv3ZDzL6m40WP8GnitObKV71xsGTq1/trdmzbpP6tTsmSD0yG7WbCQaI//BLd0XjX4vxV387TU+H77ee82NZUp43P/4fpX+ftr8pw2h0Pm4KohB/i7j/wQc+h6pL9jWZ4fNsO1rziMMLl/Gz/8I94nIpfTev5RBb+X+lw7UK0wTfP/d+74ap801T/haWR8XoCGc/VPN//BHmVPufhzn/KG77944cr8v6+N3fFcV6SrVRY94Ye/4Yu9E8Tw2r4Q8gh7PPlEvgokz3Uuy34fyP8kNK7vpHizMuO1XwX61xtn5TRfP/L9L4fl5zmK5ixo5odFH7rGA7LwxeR84Ikbr7IqI8r+H+7yfFjO34PlHKKJcyv2UMf9qcGfnJFo4sv+C7dvc+1b8L3ybCPxDW3xwOAvHGiX8F/L3TvfOKUNH8ouaJRDMF/heXdVXilz2/+C6Jc+pXTKYvwjVl1b6I+S/94INSapq5p+d/RrnvYPoLa/8MeaWmfr/Gbt17jdTz1e6kkP1Ll9xudrSGPs/7mhv8Mat9J1KMoIeHR1/L/9gnruTbQdz8NSZFdpfvtMp5UD0QOcvu6pDb6qed9VTdN9UWH1zLw88qH4Zu/GfL8EHx/Y56zz+Nw6xmnd920vCGmffDctB8v7+CLw49tl+/oP3LsdwrXkkxprhZhSvKegTt6zYUPTcELSylb2FO2nPJ8272RJm5vWBja3z1cMTuSjfKlqf/yzhqGpIYNPFVMmnabWi/2rh3ubu+579j4Jnp28dNtfnqYOrZr/+FcpMwlrynF+ZxDhocv/lhePLOBufWR1+Mb8vy14Vo/I291/wx2OX+nw9eHmzChVTTbLgAs0Qivu6SIxPl/XLBLra2f3c/DWI5qcKhst3/S6xF5/veX9fDWb5mh6XH/7/Cucvcxq9aNa3trJmwt8L80hucG2S1fXBJ7n/8EtbMvI58PwzrLi+BI/Oz/f4a4lzYh2Lg7er//w5nzWxr3/5Oage0wDygAAAFBlBmgAvwHn4oNZe1LpZfwxJJX8mLnqcLyi41N8vr3h3lx8Pe03anrhpTNYEj11xqg+FyZuc2/cg7TcZ9aOCl7JeFfDd6DlNQ3m3x9kMbnCBxp/hjd61rux/vwXFzfKvixvwX8tqnIox2Qq9VtUvhfzY3xnmxNS+bVbVt/DHfzFuSS4dpS8PMwP4u/aj65+GObEk+8pvbwcNy6fBA89Xovuvgv5dqT7vG0eHL5KKX19wz3ajbtrXxhfhjl76Sa/o7WNN/D/OXamal3tbkntoFjKWlk0/D5OPefL737k2lp/g18E5ZpXveL89U6Zv/14Tqsl7r89iGb4tC7wn/l/vwRaarCr1781314zP82VLpXoiZ/D+lxA5ePed6FjitiAk+p19VkkmOL8K0Qa3I8ZndRwkPmwaZX76xvbnwPe5cvbLkkZchFScFPuIxXP24HNDbxWX/XBXvG+3dVXN+F83rus4IHWMDm2k0zt6st3kq3xsj983riFio32TaCm7zjLO9gXh/wWVMnqbCQdBXddxZfuvGz3tY5T59ukSM/4MPpfIPSytReNthtFr3Ol96XC8sldLHV1dusgv4NfBD4aysPw1Ll8VGPdaX/4WmoRkm3D7y6/Dl3f/hypFybxf4f4fe95f9P/CckubT7DvvgmufvuzFhfkvevBDn3jV4I91uPit7pP1+CLws06vBHaVP34Ir7UX4b3trycgp+X/fLSd4NPBFrUgm/BdL3dW617L9/goq+bk4d+zC3rgvpqGtNK1fK2Hb/RA9/8bJ7Gxnrtp3h3lmWL+Y1zEw0CbU9Twg8wt6bQdhj965/Dmol0IwBRcg6isW+8qv8v73gglz80rR+6ix6CYlyJKedov82H/N/w33Tdc8w1qPl/1xscpO+7Svn1lDxcwLHkfhu+6hYCI+9cbP7td8uHc+bKlXpDtOkI8TKfLpYcv/pjb9Tf6U2pX/l/DLlLvfBhffhv0GWNf/G3vfDftDR/FdZ5F799ebu3L9/h3m5fmKOGTWM8+py54hhbnKmY0Zii+CDPHdfnxjYlD6XE/4Iod8zxbNdY2MZ3bczAdky3fkO7Ia+WZ83G7rRFm97eHfPqbm15kmkxxz2CXXj7jwy3eMzQNF9BzUq2vHNPvvD0X3fflXxv4QPByZBuIy/+ofzv1R/bVQ3hlOihf+X97sPXtQ4cI4Obk8MvLvIvUd7+GfjKt81RghBPz37leX+uwpy8b6TH+9b/CbGPl9/oJX77v+CC72mSyNyLvHB6zT/L/1ggl1Zx63UXw5+QMhVbtZGizUpsofEG7fy7jc+dqfBD0tZbY1/O/TC0VZ8Baf/4LKtuXbxpC7djL9142sbdi1P+7+XEUnGbzDqBcfrF4MgvgvvXPh0ZsyS5XDfKMPsPzF1aX+GpYzJivXn+y/9qNyxfPLky59fbwg95HHfjSDa78l5aSXh7ddn71ND1wmfIvG9GfDDfPwYaWT73XxwJPjD63fibc/13gz8kdoW/f0Hsv5Mdve9ZlL0zjb9Jblfw9a5oXJlqfC5qHOW6Wcl8v1rhi5yYXxjNTdFLg+2kkaP5fqrxmk5+TfPnW8ufBZ5k3PqffLq4l/XwjBL/N3w99Wu/xtb7I/22pX8UpeHJeH+X9Lx2Yo1qF+37vL9X4WrI5ZdfzTFzvefnUZi9dYZ8N+z3zTHqfL9b4dke0+OuTZ7WcPlQV5Bcsv4jd8mXb+Qbu6KFZhVmTn37aloQu365Qmk958HRcne9y8MXbeT5jRhfwmwfYHMry8zYOS/62Nvfq2Jer9tWPrM/8OEP+5+5Z/w2V9zDczj0pB0l++X0vLGy+u7SZdjNrXJd1zXoSS//WC31jZeaLpif3a4wvl/c5RxNQQspueFd+f8EXm/fhC8zyOjfhv3l/3wxldrcV31zzruhvVZ82ydLlyCJn8zuVCOTzTwsfQQ6N4X+Nl7hnl7TkzlaXu1Esw3OVps8hlPuOKUxy1hb16jce7xXfL3vHVTn/bUO8v43ll1Pd9rd3KuOia6opb6qvcEGpkioxV7ct8GHZcodora5sM9o4EqRLcK/G7zPI573c/v3b26SZjZZ54V3QWj9N8p/1JDMCd/z3/Bm8foE8zLhFzp/xnumMv36jcOvfh3cvdrpXWEnfIdX/l/6wxSd9ZOVV47PM6f/Csvu3NyfILNGbP+F9Nw7PpPLU1sEY5e2B7/h6TMWCP2h99Sk6GJwgWtQXSOfrdQ9SEdCm9opKkiaa+3b/y+pfh+SuzTfeft9rFCTVa6JjhL61w7XShXpbiMb9zqEujphxONG8xFg58P83CBaOtO9sxO7v6bluAN5VWnODsNCiyvjdHepzKCNwymbPqTzUy107uVJ5l8O43sy88q1txFB8Ae/rW8mlbvupfD2KPP6phE2G3coQ82hqdtmPHpFhjUhm+HNJw+82ZOfXAyyQI9F93xuk7kz7v6jk5cp+71gv+5GD7Z2sbaF/hXP3fw36nUJbpHUcjbGg7xz2C6RLWdVd4d2hwq9omSfbynOiNPrZ6vP5090mi7C99OHb2vx0TH3PmTl+4UVm/Wg145r+odm8dki7bbz4xp98r64bslzctBFyWOl9dcPQn02lnd7jePk7nFX0/yhddKotP4dlk21Rf6uMfe74QEvqv3PoXx6Z1XPH/nxR7v+DPwvtvpQq1Z2UOwEDflH/BBaa+3MXT64c0e45/wpau95Ive6jIM3E7Rmy+/qHOD3hU1Dl1sakq0cUH/l5N/NyydeOvrPvOvrzcjfw/l3NjS6v1zwO1B5HjQPH4Ywk+UsbTu6o5mWMo7MGxJq/6efgu6rH8bTL4ey5Pl+0cjkq7L4RtmmJnF/Ms3L+vQJ9uX29ImRfjZ4FxdUvmg/8z8pskx6J4Q/7nAyTWyfv8v/2F6cYp7nbUv2SN/8v6+Hst3kxc3M3Lz6C/W7cMxT6X1t8P5HvMor3Ev3OL83a2+/eX37obcO+alD++suDvvL2gj8Jd2rX/425K77rzdeGdEYpjsCDUzf8GnhqbiD8r69xh/hvefL614e9nkrzmX5pHX8plMFPquGaL+X/tsbXtfsy73FbyZ3RjbR3tvbvWg92xwkPVbc/E8zHXVlDCT+Q9NMHKaWzJf98dmu90sf/heHNHhfc4RTSc/Nh7jUazYcRH0ki+2X6TfG7UIeUXrJMl3eTGhn1Z0rOX49NFb4IPtftCPwtx3L3J5sK1G+camSqEkOMRGvs0Ff8bGv2g9n67I43SWXWuHXM/L8u7h3LRLWyNryVq61nTBs6yg0pYjMwmHOjvSw9J5wy9MbNXS60pxU77TV9sw589DEl5f76DEi/UzcuHh1Zv+9rD+W5vhZytRznzlPMxbKpD/abnV4JMmPuF5vPnxXTckNvL/6j97zZ3J/4JOSSy/DN5uuN1Wfwa+CnJy7l/fORdXicmfNnwReTIsv9Lnr805ln9yfa+ev5xQoLKMqHH4Leonhe/DFfh6f9LUQ5ZWGV1U9t9FJRS/xtXq2/x7iWM1dt3R0utG66GzTe7l9fcP613upOqPLYz+dAYuHesql+rVIEGGSyZ5N45U1lBqmBL+SH1AQb9pEwHJuW/d8mN17rUp5jOkXZvf2D5fcWS/f8v3+GJJbBL5NDzZ6YYhFoxziD6dxUuxpSxge9P4fy5karWMyVybxb54f8L1zeF9GR/UZxTG6f8buO+s/1bbwjx0qmZfuI/nFw4l0bl+l8Pan/o4Xqimb9h/VSJZjMsotS+FZcEPvsmHzhLZnNY1M1ELpfxsjbp3Og3nUw+VyPUjSi6J84OJVtfBp5zYfhZO8L4IzlLy04UX3/D2ryMpDOF+PIvOLCVwxeuSCwUv7+CCbZDVZkpmKTuUK+ZpR/y/742Tyfk6WfPnXncQ+158OcnJff0CDWXFCOrRNJ8zaZP9ZKRAbhwV1Z8NS0WtRHf4yNwfc1kk7pfNHdfhaNCInvvl80I/K5fv1C01Px1oylC+2Sn/DM2+v86sheH8Enc5HVeJveT7sv/0rfmw/RV+Pgg3ea76+J5r42UVef+G5bda3lg49+DbyQ/eH1J4JL7aQfvb176wUzd2kzf/NXnb9dfkq517l/3w1u8qfzCR9+Nj9dXmYZWHLCj4rrZt7l2ELcPHcLAg+1TkX76wtDX1tzf7/6bvMomhzftYGS6UiqZOZf18EHPqpK5mm9c/OH+uFE1p9/+/LnwQ3Vzx2/BVjC29zZzz9XZJRj8l6q/N3M74jWZqW4NfWX4IvP8Py5v/d6X4JIrtXMv/eNz7GmjO+fNJSS7XoJ6uGHkUTv/8K70VW1IN+51HW2o27dsYxcu4z/aY0vftstb/42P03RdqrQzj1DvCd0Uw3Fp3j9G3gh0fvBL+vjbrxd+N40ch1Nf6K2TJfG8rJxnLz9982VI6YsGqXVTSXjk78P73J7UJ/m6xJvahM//z/n7HP/jbviH6mZDjeN3UKvdlo1UYTLhKzNzhsF2lMdf0H5b7U2XcdV/KCPbbWHBfL/9ggveF9UcJeJ9W5EK4IX5y1TbL/dY3WXHr7VS6cRUh333PzCaPoaUl+vxsN0z73htH7ztN5xn8PxTQgPv8P4jlxs+Sm9/DuRtyLFl2w1UN+FIbDjrw1LK/5fX7CuK7Tu4baK/IWH93igNPBJN5lyeX4Yr3PAuZ9X1mCgakVfpggvLy0cJukjOVttke0496LqY1wS/mQpgh9fW2d25ybhL99Yd7lw3J1fTe0QZepDLmuiwZcqm4XwS07uTK0yVrF+NtHVYmwVAor3+iNGK0s7k33ZKtjYKBpfQtF22bw38L1K1LGcP9umrAqSVDPkP73w7fJ16n7N+XIOwxxFDI6W6m+mV+Hr2ckn5F60vJmEc4toKM9bULdp08H8LxikXkRFt0V/yh5BL9qRXfBBy++6e6/7uQfl9/sP8piq7WyLUlxevozLIuZ/D+HtXcsP5S+b+GO43oLCGr4Zk6X31hqc+l94PQMPqP//h6o95ct+fDXswvAj/a/S5cX/G7XhJ8NUNqht9abpa+gsMkeidvQUvv7jNR0cv2Yf033vdz7L6/Y27cRy7974Verwlxa//D2G3l+R7klnzBIyM9tkG0d0td42OVNXve9V7ddcerlm1/r6GyxnqTu9n7PfM2/aG8HGI0zLyXwQ/dcGnf4nPi+7y/14ZsyLyiF/+HP/14KtpLwooGrM3aTwT3z4sri/BHy/mPz4P56rL7/QIu5+VvwRzBmb+1y4ZjffcQ8iWR3HhM5HmTBqrhbQWr6G9N+20HK13m9JdkfnRBqufr5Q/SSutO4d9b9tbnun8v9UmN3Xhuku0kUfay435mYZWXfxtrJvGmMmxvWVeHultThtykPX0wSMlhpZd/C+Eno53ZvFbQpUqq5++7D/CypWNo71iongqr3x7MlbzwnCSdwGUuRNM9sH6/G3carvmpI9v171EPsdNTM58aU91jb/YakGvhqHj99ZGv/L/7gk3pJhl+tcFFlJr529z8MS9y+6vxrUMpOv/gg8vfL5sZMxz86Z2XI5fr8Kz/rO/8FOy//xufZudtyRRuppf5Iq9875MkZ/Cfd5fy+v4zja88U7XmOq1S19h7I+bn0i/3Gsuwi8Bf/jbeZEZgm/dGeOXr8syBYyP+Cq7rCr4MSQj38xhS00g/DG5F8uLqsKJr9/+CXcmsef+035pWrJcvvrgwwn7dV95vhhLt/G8XKa03L+OnRBGy24cX6CTLyB6ci+GefV1MlY5tKk3fL+vYcnx87a25WzS3V/XoNF9gnoWCT/a1jdXhe796nF8oNRnFmJfheyz822ldtjhp/+HdQvqimkf+7n4DtTdq5bIHv+F7b3UpYvXBIHl1DtyYv8E3Dj1rV5X34J5/0Tq53uPggiv3d1rVOPuiM6ueX42qc8JuRH2qT96SuG5x//hWRl+l9f1+YG3Mp+Gp/NV8P4C6kVdYKem8lvz43sfhbFcpIxZn1Hl7G6Rj/+FvJy7m6tIfoUV39x7X+CiaON87/L8blxUVA/njU1pK8OMU03pV5zYekZ1yZ8E+GWyda4vwTb3mrXvwzO666kD7fTjUdYX+CnNR3oBlX/q8jx0Gnhreqx79wb+X0/wQxDkVWtcgB+GMsZmMhRJVDLSuHf+HOq98lJS3Dt/74KbK9IrvVW/BfN0el5tL+FlDwau8/+HsVpy99Q6+nl1oP051w1Lq0XwYbT9tOV4bJW2z/L/9BfmvlyqPsRf67sbmoHqr5Mkme7nWfDK39unX8E/Hqtl9IK8P33nvUnalfGAePjZK+Hq0ru+yC+rw1zUY5T3/hXu0WUZ7bjflJL/r4baG9XlfgvtJrXWGJwpGjRW371xu6uzvDP1D3ntd69h4fdv8v2/jdy8tklf8+zUTxcJubX3zvrfD/LnU9A7RvSXyJ2NMZ+Cvk2S/q5B1n4f8uS9Ln3b5aTMwaea3CVjyZf3rCN8uXftr8LUusnfl3Uz4aEQPf8O2eq75uq/fIxt8vhrhC9Gw84vy/4L6TtVXVhtb/81N/4VwzZWZ3X5QidNv+GM2O76Tu4579eH5i+mane9VePmHo/+C+Pr5tP/YfWG5bReCWXhl0e4dtkbe2VeC/aP/C+5MV8Zp+/BJl38PhysM1klp3ELwbkmaphdxeX71Us36Xw3J+v4/cwZ+uvz18ioovZrwzx3R0mhu4jwT7sf8EO43jY3rgh5Pwy/3jYIL3EOS35I+BYvjfeX5fwTdSRTvKWj2/D225vPJeMnD5sjNLyUN3Ef56tGQ1zf+vC+5Kls1q99sb65P693Hlt35JGr/DWdekvyFg9fvUyfDNrDXx75lhGP8v++SntLw1f2Sd/wQaSWn4Yi7XrLwnrbaIS/hbkbQJaX8PoLN+A8YAABIQQZogL8B5+CQNVKy7WN64YyW/NtTGGfQm2Hy/+oLORyhPcxDTR9boDV43qHc+bjL5e1romU/qYaX5BC3WWhTkh0E73Jf+rC/MNHHjPz7VEh6bx3Qsa6GLMz269b43hllfHO3Tbme3JiW0WEv4jv3h/2AhbSR2oM9NW574LObjkPC3vbVxL76Tje2r82u+cc59iluEK/ZlLQ3KbbKX/6Dmsq/Zh2NXOHlrPgh7TTn4L/NFIdy7pVjPYJsp53l9fwRyFFtNRf+6CnV926nhFQ69rWwYeG/Z/Uh+CX8keFTHoZi1evJzj7/PWyDNEoBw/8nTeX31xvghWsbbRvxX7nJZoZ2mlGQUHOcqbeDQv/0GsktfjR1aD14ZoI+6+bnny/V+HLv5z5+WPXWGbvaOk6l8W4VeyPYvYJZcN3yf0+F+HO75f/dAgguHZff8dk/e9qvwXe51ObFy/De6jM0vDPa/0X+rwQRXa41vXSwlQsq9fy/6WHcm3L/fdfm4a5P4d6k1NK8kyF/Xx/1/4et/5LytS2+mNO1k/h3dur707zQW4wh8F8F/+Ca9xtXvb8XIPbtay/+4XzbGfZcbWE/k4ciSltyv4blibXc21HiQdpr8Gvmy+1fuWfreX9dwvROb3qTDC/CX7ZdOX+y8bE/Usla1t9+er1AL7ffNp/ZIz3X/C8rGkUlrWHKDJhb5f7uglebCeaUv+E7LGfJv1vjYxT94r5Nfa6tvCXerh1e9l/XsbzPeSdJU1Is+3KkojwmWqbZcv7+C+uU2761qv5fXfD3Dke1PGbXV/y5v/w/3fy7hfYktzSdnju6yvDkVtLyYOMd4IMsDZfXrJaf+KysEzL7WX31sMbvJ/h+mQGGQU/gkz7JjmX3/Du9b3VqLFxuJdfy/94Y1hwUZTGtUo/PZX1/DcIe4K3brx3H/DN29RGv+DQv7+CeBE6dP1+Xc6fh+XHaPsU+5mzDw/W/TvzRvVz5tjTL+3Wcvi1PR6WG9jGXv/h3NlJxde+6mL5TzBYm/zWzUPGfhjNret/fOgLMEWk2/4fqs0dS9FQvTrUML5GS+X1fw75tD49+EeJJO3flPINIwN/vdr89fP2ThDwrHwXzJ2/Tdx78ddvh/PiLPoceVE8he749pkau/aZfQk7j43tJG6xVk6n91qKb4f///BBli1z9fmSlRLNVIkmxAyJYaS91/Cd5P5f8Z5+b/lxLMv+G9YQbpvmbD1xH8F9759pL+UKh2WQxHL/3gp1/vpXfdh8FutUz9rOr8FnQzNSebT/t4PylJKrQYM/FG5slXyeFCvvlzKiDfps3Xiov/eFt1oQdpgcUz/WDzBUwNeH4m45Wn8ExMLLR6k/t+K4duDlNS/62r3Mx3l/a8mafL9/jSxN+OtTyzRmefidMTy/4el0/wV37xX3MObPw7D7y6x9vxmi+KNdm34yySPPXggzd7m77P24MEPmcu2TEB9ejl9fw/ZQor8N01sSr7+csBC357/gsI96r1XFB0X3/kL9fkq+/CRUr3x3vh6T7tRvifKVufqdM2+HokrLfhGXj4OLRfP3uSfl9e8bRPPjy5WEvorDOF5rOoV91W+1Srh85VkWfIMDc3hP4ZrEfjjWKWNh9F/v1BB2nOslhj3ux9Ay2cs+fxtmoWdMjx82G8rV32XDNtWq/RQzbRYRXh51/89fpw/RYNPG1fhzUcZVuXY7S335fu2RL8N9N8RciIYJ3DmyLy/f4V6k80r9KeASf9U/o4ri8rlFvoktfQIObi8v0Ij+UsoThzmTzdiL4W5PGVf1q5lnM9K/XhQu5CN6u/G+S7Usv97jZTJ5ZVlXLkZpfl5rdReUjwwssw09F8v/qF58HNPxIcnDg2HqUYTcpLRFBLs+3a8L+Gz65r3lMmBAuhVmtB3/h/s+2r43243Qjr03JEzSh69NeCCZmTkjGfdWt36dxQyQf/+H8sX4Qiq9Z5InwoGUdkDOjv/hznasuyOJQ1UzX/jZ4U6kUj1XCL2kWXfE/K+Tb/ovv3gly9/spfTD8Eckofe7kGa7w1zBY/bHqSK0ej/8EHU5bnxK7LZd6eSvK+s/r+GNu2Y0078w+URLSidt/Q2zvNrU3fPkNmo5UtGE4dEXFDMlJi7F/1Ny/f4WJmyi++/7oyG//78ENz7svwTzd0Nqvv3ShJ+z+vHXv3XDflzeDCamm76t4375f13fPE5cG3vPyby/+oc5cr+lHuv7BAVy7H/ju7ZDzNzCyC4aTM6HdPFl/w9ZaiNSfx3yb8W1P/+DC065mHuXzhc1T2pQ/jc60I948sbMfet0oITMRtLOUlsnET0VskkX0+HeF/lnO7r54wz67cSP/wQXzaXH6uuMpBjUFBUFmB5Yy/rWNvt5czMc7IdTHCvaeTV59+HrJ0qKeKrktvlgZIN/cI/BfJHRJHZq1Ocj89tbkOos6Xh+Oq/49g9YmoxT6mYDSkFR1evD8YX5F7tzIDjHOyIakeNq4lJIkgOGSo/homTPf8P13+rPopRtB8GnhfabDcljEXvxgYHHdMJf8GFtfK/Xw+lN+RvxvmoGnk48uueHRQ8N/ZWEfS2wkef4E/kO3G8iEz6lWCdTO/BfdSt90nHfbcEOgSeGl32pRFEMtNrwT8FRFsuDvVvlw/KL82r/gl7u5Yu7xZf69WrwQ0qf1+C8rBp3vZxvs0pc8ZRzIZLvX2N90RZNYxECXD34+yb/mOGNQm4O3WG4xl5p/G6SLm2aJ+/NTh79eruGCxRyM050UPm8bVvj/LGZhNxnGzbS+NvuGsSZJ+XN/D0bLiwywnTr4Uig5tHK6fG4TOVs8l51LkzCDU/LwJw+Z9rf/l/6xtwq1N9q5TfuGsl8zGTtlUPcCQxtJGqQWfggl42r3dQ08K+sdJ0G6HWYXbRHsAaF/+wT93Kutpt34Xvd7ywwh69Gkk0zxwbZIrevtgWl/+wzN03SQeUNRI0WzaN/5f68K3w86LTSRe661X6otWnILfOjDl/9Rt1uh2wWbdOuXlz9b88+KF2PZ/BhhikPEaWeLg3Ip5RtNwf+Fdyfe42sY+R5D7L76sb7N7hVkpy+WSb2zZimQBhnsinMFw/fyM9h74WI7/Pi5O1/RfX8FGr1qRdz8EW9zFfglvvurn56/MVx5s6+gS3vm3lBx4IiQo1eL8MnS5w/Sc7h8g/GEVhT8v9bgtn/LH4fhru0dRGuVyf/wrkj+F/L+MzTKH8M7tc619w8y/8P03tBO3HzdJACpv9v7YEe/k1nL/7giurVn4VrpLaflLFmv/hy41J2+G3txcp/4Lq0naXbL/fgnnyazXzZhvqg9bJ73chXl17zkZ1bn/4el9RxXf8vUghh9ZP76wUVL9+aGGX1/C3O1O82L6W/3+X7rwS8V1fgy+tvjd57u8nvm7xLj5QpfnNEI9Fe7b6cbvP5Mxe9V/Obufb/4L6V+NafvjEXVzX8F+letYJqU/g08Em1V34IbVL1eKvpbv8F3P+bOJv6FVWiL9mLy+s/h/G/KrS47KbLVOkv+X7fw7am8nxzkn/kZuQnp5mHIX5fXvDsYy/e7nzxj46TF478E80U1qnJ+/BhefzYbNVapf8F+FvvkvDY13/4arq35XVY5f9rD/LFZhJXj+SL68eo8RwTfUcMPDl8I15fPe3VX4i7m3qt/hWt9E/BxHbUbZ/8v9eFN3fd7vSKWd3i/PUw7G2JyMTik5/4IeVfbX2CrOuH+Dk3fiPpcINPDW82rwEfvX6f/ibrqlFf5JsK9JSq8EttT15ry3vhbLT435fMXh0hyL9+WWH+HOWlzqHV0n/h7uNrJvw9ZEtuWDkTITx8L2R/8LR9B37KiVGYNPELKluQKlCvwUUrWETd1mYh8nDzmfwTzcn7KXu/C2p5e0bxmaeLcWi20sY/Aq8+SRwl/3wx1XGe9co+X5ipwljunwTZ5N+pBrX4IM69lH2harTfCwS6WuBbzmixLj+v8P4JMobZK7lZVWYzRaKBcjBMSJJr/4Y0r3d7nIXZ6Uxw8WFZfuq30RsS+z1wndtfgz8Oa1KnsOQzF0Pl/9w9ydPPwvp0iQZHhJsK7IYL/hjLzYmcBXJ1ZTLJUnmD4Qv3c/DFMOO8d/XX5gSH07X8L+ViPr2TvBN+b9sNh25tWUH/CnLY5UvevMGz1NnzhV4J+OZM27/D4JZ37LjndY50H425LXbvGP2X/brdGxlpOiZNG8lm1YR/DN7TVfDDmf+CPeUo7L/Xjd7iR8Cq27rXF+ahxNgfl/9wQV06x3J36/oIV4W769QW35d3H1/2X9/WN+Fskn+S1+qq+vBTdqpo/and7X4dn866qXy8pmdQxYtg4y/4IptP57uAa+G6WXXJq4ZW5e35f/cE0Y9/DIrO/fhS2m/m9K9X5fhiMrb8e/UrsYKPsBhRqM5yPFA2cvv7h3cODOe5cqDHKi7Cfkv9F/1wSd2tZf38E3cseb4ZfWvC88QpUNZPWrfFaalJO/pp1Fn+CDy/Fy+5/+9hJ+3/4V1fGlfWDFxobmj1CPB3eR3fy3lavwX+MZOFWp+b+dxK/DmxOq+ZY5ZwvR/BPuMqp0cv8X4WtevP3OeBL/4LrvnGa+19B+TFeTXd4ZrOvjYYvOxX4Ys5fhUV33gKl+dgX+LkjdzH+/wsU4bjaDf81Am//+v/8Gfhcl5Yl/wxwVYRuVaZ/wX6KpL/fw3vl0cEHx738ObTslfHPfl/3wWd3NjqPZY7eL8NbmWnL7nY4ZTL/7gvzSvqmVMbyKOI8+/L/fgv4hy0n3LkAev3h4bkYhqjuL4V83Wz84Ym4ft5/+SpSj/z4tGpC//CsMZbs62per75Vf/XN+Nxq2ZXZJ5s7m01z5Qke+Hzrw0uQbP/c+WL/gvvPt548QGyXU9NOy/y/64L77d3rCN4vvW/4V5yRqXGVteOvOv67F1JSlG+vyX7fx1V2f+fJf9cJWshO6JoGvi61Xd/gh1i+TD8N8TzB9mc7G2z42WQ9cVhDqf5L8/0mPib99LnhE34MKkiPr3IX1IThzt+X19QQc2WjwDUkO6dgPzanjb/XtQZEyBr56/zh4qDGQX/gmjfvTTSnzDL/vgv1LFLUfdxVJL/ntOsRfTN//CsKVb3fG+otEL02SH/wYeVc//1Euftn/4KrmlkjrP4rg/BRXXU9Siy/+4XrJk7NtpTzYi40Mtx/4Jqvqnsfhre+GXrZXhSFP/Bdz5kOvwvwSw52UuEnNuk8YX6h3tOf7fRq58dnsPY33wyU/sXnuE9+PJNzBn4XJn0sobxn78cK+/hmIc35YemOHjW/hWh33LIt6+5x6EwL/C2U3nnmWU96ZYp26w+vcP3JfqzqbHTjAoTG63Gf/z5fkD8yZ0/heVdoCR+C2zw5U6+EHjv/gv1Xe6/KO55HHfhWVq6wkzPLFz53EZeKfz+0w+2XG+2f8F8qB1zx1ZjPGnZteTJf68KeTuHXK+ld39fgoqWJ657IsGcHLOi/D+bcPve+NlrIfX6cZ94Z/4ftS1f4LL29d8PO8cX4MPMupNdACudzg8OrRch9h+/oEFdsktdSYFVcgx+4mrzf42m6bn/2i9TX7nkViEj+6WvDWS6qzqb/W+HfTLmGXtE1q6hllZtYZIvg18L80XaKdmfFZ4E7UW5a9CNGj78X03S3l/vxuG+Dvdb99o2uzuodyPJs/8v6+EODFr4ad5+c2aXL6/h7tO964UbC+beGlrpf1rBfe9y/plkwUWiL/4cu0pe2Entr4axnnK/BFzNwZfcn/x+a78ZXVNnxvrXK9WjeXRZ9vd1NMj2oZVzs8v6dYeu+3c2E5Ju038M6cPi+L/hy01qYGG78R2s3KtDao6I9d3w74b0rfn32DqWHNDDMvr/wr3Fd+8H7iy8RgwuduE5fVW3CmlljLzaX+GPed+yvD073t55C6mTkbMYZuRtxSrSA34f5e+e749xvSRHDwjaN/+C/zY9iB1/HN/r6LJ+DPzXGXp/hrJlJau/29WlbrwnS3z517nq7pf+STbvL/qEYVveuFFVZK2PjajvRy/L+GJ95ihfr9y2yf4Vvh3zUm5M0Uhx8O7IlrPXgvx44cbZfX4dt/5fpNXBfCf0fnzY+8eNtirlw1N+v1kRkF/jpZeaRPtHzXiOZl5Pf7tjXU/vu38Evmi69fcfDVT+xk6tvw4lluduA84AAAEptBmkAvwHp4bDi3r/CRh/V89ctt/rfBBym1d+ud4SX4zY5Gs3IVQRbrXhTzU2jaX29Lm1xL+96lwfm1qTwv5clbLq/Ksm0n8N9Iklw42P/4I8cUu/X4I+7biX/vDd29cNdppFWML/w1036Od/6+oNvBFu2lCrz8vmWDae35f7ehdzfHF5v3fd+HfLmf2urQy+/68aWPrnk5aS1euvmtUeyuLblC52V5f/oO5H7UO0zhuhQS4UWGoj62UNDoug5D8eV4IN3H3AljicM3KvjPuYWM94Vl9/wt7bqvacaBLtLQdv17Hg9Dea3jD/D8/ljaUO+3uROEOaCLGdeQOjIdWBOX/XG7U5J3ah8a2tUlklvbD1/M5FpZw/FN60SINF9hfPLL31+NOuasn17Qf82LmlVNL1apc3eChxmX31xu5ft3sa93DfmWpRe9EHOma08Oy+8v3vh+P14dTyJHLW07LJdpcchu/7/Hw1zr238bUimSJ8a5e7w75U/iw/I+tqEGrUF/Bhhtw97SoEWW9ZttgxZMk/4MMN7u3xry+8nGWj4IK5cU5GePqSVbTIAwihhvfrbaynAy7DVaLk+N3tExfMMY95rJLhBWePu0E0vZMV/C/m791QpZDqSUoC1Hb3CnxtPOqRrhXR68umr6zqGlksNKrmmnXG2Dvxt+73mdnfUnJDipcAj9U4105HEHkJ/43GPP8uB1HbvMVruUe2Jf5Nm/QwV+H/mlu7z9LLK6GPEI4xku/jb3U7VNhLcj8L/OyXbuJ1agSfv1lgWxoE01MRhLz3F/BhlhkmM3N7WIr0/8v9+Gu6t/ImCJ9eR8bvvxhjj2Ucrxz9ZRj+niuNXw9u7pufM1k+YXNGMGyPB2mfC/pf/TG7e72/dusLmhhW9lE63SjDAt2661X8MRho+f23X8MZ177KJg08L5qc5y5BjHHRqr4BN+G9N94dxn70pqYne7fD/Y/5fvfGzyvZ7YS5RL/N+aRhbEKDylJfHyklvUrw927pBlovLyGn5wzNEYNKXoMjCB4dpuP/C3c8i3NauR6ZLLd//xvVbMH8a0gR54zarVn+DBJrDckhUrdHCWbctnS+v4nyxv3/hbdYT5ySF5bH7wTCFf8Qv/+PY9a/kbxT4JCVSF+/Vvw/4963j1LCqu/Fc/+VEbPnr9aO2365F8EG83fde7bhM0b/fgjrXFfgovd90pfiN1tnbUGnn9+jt/S2/+C3xvjZ3Hwzdvt/cxf8L+Tm7FvsNYZ//DBbzKHujZv71xNEoZA8tnlE155+GCczGk7jj2j/tuHHr/JfsSpy/30C3WlOzXvwx3KyPd4ceXwxj+SvcOw4FenYd7vV2/NQ9X9vuYrSr30NF+68GGixaPG9yH1se38v+6hubYW1fZbLmqJv40VffxpSRu8w83z1fzR12HH++/BQQvfd9re+Hd3d303JDjZhMd5l/9WANPDmTHqb9K37y/9YSu+065f+3DkeVn/dySlXlZl/V8N6l044VP5tVeCfd7yxV1eW71+73y/N9h+u93318qd//4V1ru/VlqVH8v1fhGGKN+91u/wsWreX6sgyi8Kd/XhyZjefl474vnjl9b8pD578YVd8/qe4v1WX3/DXNHl4Y5//hXu2Oruz6d5w/hyRxWJ60qcGnhfUaoaq2rZmWY1hlc7/hzdbl7R1NtDIeYFfglqM4XPc7iX/7C8mbn/VfhloxrxZrn3e1l+9LChUnG8u7Uwmi65ISXMJh+C/VvDTz6hxfL8gnD39iInjZN5WQly+Bl3ZN25t1D641TOaVDwxRQCHe0IEdmy/v4Sl4ZH1+ze8vv+Hu4jyZ68YT34ux/CM9Vl3/je/3vN9S82O2Y6ThfGJpyPPph1eG5YrSg/w5F1Pw7e5vk+ZFfL+UPyX8Lz+98g4v5e8XwQz/uAZ+CTWrvwlmby6v93vXjadPl2rmbcua7YvDjpX8v1b4f5qX5ufmYaSysHi7ZC7xtQ+1swwoO++H6k/SjdXd+t8+uxLy/l1ggpycuO/dnEbcmhnuan8bPaxQ1zJk0UxDybv9nzzYJtpP4zL4/w7z9TSDB76lD9ZFBS04avHF8vuu43Ekf8Y97vP/ljXB73n0IvRil/u6C2O8+PeUzeL9LYH/l++sL2OPVcq69l9v7+hufWpfEU7tq2pKn6D3GBQaitQ4OKSpDXfsD3l9+8bflthK/ZerX1ncmafw52HGn8yedM4ord5ff1DsfXmou3qPvOmSUyf/m7vfqCCsToX3vhRxqTiOFMHa6Zufy+1eo2amy5BH1lpXYdyyPUx7kBk5ypa5XcPXntKaKX+vG9VSSLLl/Nheobv0//4Wj7OWYz3P86SSU9MZDupiWjn8M8bQa+Zc2+DNfYawJH7fnfwvx8TdHfffuN6fe0pO7dI3n/I/f1yW/VA/1Mu1En4Zfw/e1jhL0Pv0N6SuH2TXkImhJW5+Nta9Rt7Vpqo1VJoOHbDg8/pR+h4hlD+Cje769XnqcfatKn8v/uXWl8/X0sf2i+veH57gleSnuZjpP79HD1v+X1vw/utXNjF5NMi2lPpfvLAz/43m5sZtx8l1ZF8qrUhenL948eBw8QIpoUhXwrlhPnlXWjpXX9eNu4fyJvSSd5FfG+7xXnSEvM9eXz0RgcUZDLlJs/+GqtBikmpZfPMqf7h6fzbdubTSwaqVinDzQMrnj8IYpvciDd/4L5EzX8J/D1M5LkGEflwI/348PyzoJFL+/w791h1MVuKvM/2/Ef2CYyXShJNO4wxccK8Gngn1mhWvfiJtvn/+Kyw73l93XC9E8nHv5F3ZpXpFDov/tggww7rOPdLwWvkLzAyA5Uo+zCxUolX8bk1UmQd5Nj17pcscZHXXHGG6YGXQuK1rWzl/9QXzaW4d81kN8bo9aZ6ybv9wqRqR0Ov42aIVWw2NGcLMx2N98v+kXe18MxPWi1XL914JuXK9fdvwTQ1Stthd7s/BXu5/buTi6yriy/+mF64QZakqP7vlEs4OIf+CHF/D9YP3qXv8v/VhieJND3vF63nz5fVawU3o+r0r5Zf/VWC823NIG/hbM124/VR3X/rxmVLnfU+d7/mtVov/agv1OSnMwn9+WwS7+fL/rQK+o58uOa+77fjdq09q3qlup6VDjvzCch8z/hyPd8u9hxEw/+HbvjdX5+PStY83O3/43k3w3523dJ0n84/Da2DvaFZf38EGEK/MvadtpQuWjFNYw1tJpGn2NCKePUUv0nVjtQe92d7vm8v93IHvlYIzqdIvu3yJA1IjsWvaw3O4OimW/1YUIM36wLf+GMdyX2jxhSk0wSw9fl/wXxtf4vjFCVlfgje58EF1PNZ76pEl4OPjnNlyQn0wGpfX8N0p8bwn2Gdx+lrjbYVtlmRD3PzV8u718mpfwrift1U4fDWcOG//gjkq/h+CiqpuWe1Kn4cvepBQtnVf/BXJ5wq999zi/CUvOR1u8vuvh3xnn2JeLx+paNSs2Ev+XpPL/rh2zFmbz7PhWNfGxY25DMv31hvJhba899NFdtqf5/Thv4auDZjaX8El9qN+GM+r3v3yms+fhe99SKb1aFuOnExrGzr4bk/xwdE1O3dI5RBetd64MKmpn5ZH31rd5f/8GF4rvL24vp+VYka7pdQZ+blZK+X+qsEV8V1+Czuoru/CKsmLL/S4bkxfisaTI3/4L5efN31+cfRkr/Bhp0nzxWNoef+Hd1hdX9Nfvw7hfrfWHZunzdtxMq2WGWEunz/8NSbXbypWcpRfvug1hLZnwqNpi8NFgdOQRl/q8EW4x7l+GcYkVjzq+cPAE/6wBiv/ClMPvP6rc/+bpkF+DD52mhStNGp+MFzA3D/8FOT9O7T3b8EmP+7Mv9KoL9xhs827fRBzbf8N3jNvb495424Kw5N58KWUnfiH5M1Sxfh7U+dKENrd3EsNfKuRB/Dc3WL36WRKPCZBp5sYlGX/nrj3f1uoe6r4Wcd3VRvkb6/8EO94Pxs6Y61+kkneZd36qY+i/rXG61Nk5dvdWaW7y+0Ny/8K4zxpb+3NimsNRcReEfCCzw18XkzJru/wQVrn2LzvKS5omC8o+GnXLhEfC9K/NBWqwfyj69Nb9QvJko/GvE18e/m4dX3tqc80gspxn4bzJpZMKkD0fD/ZOE/mrjPfG7w1vl9mkO/r7BCCq/qqA3DLY9lAIHvp9ahVefGJBWHbb/+C/WTJ8JCfD4bSzrQx+NuzFpWh9l9oxerfwteL9WTvlkQaX66/BFG+9zig18Lb3yak5w9E66DBJ89OS9Qp8P9Se4X1RiHNrzLh5w+iD0mz4a1LHWHrZBhOw5LXlP/BbXe8cZOfjc2VnIvSfneSGYhbUbOqW99o1yylBsv+uCjCTr/Nmb8Ly3706zWnk8JfPD/h6X3x5nz82GlErhCq2l5o/P8MRm2/ceV+L9xKYd7n5L3/ES+2vJvw5TVKYb/HafBLftNsmvHv78GGr5Irr9GoJ/HblL/XgspuIaW5E/GJTV4fhW3Y/N31OXGl8O715fevD0XjDVm4xne98x/uaQL7jAh5fuqw/kz4X1PjS1Uq+wtc014JtpkpiN3wg08kwbJIq9Uv91Yf7tZH1zcnilD+aoemvT3Upb2Xw7SFD8cq+fZxqcceugX/4bu6dr6o117VatD5wvPxnqqe8sX5ZbL6/hbDvtp7tDce955WUOv/Dk3XUoSK9wUcE45pd/hTU9eZv3fc/zZf98Ec/q83RcfBfeXn8cq5W/OeKJvf8GHieT8TzU5WNFJv/8M6blyDGnxDdxf+voO1SaGVSDPDyZ3YP6EUUn/yZtev4Js+6pXd+CPqSEb8GHFfPzdTAwiWHes/2Nm18Q43zSl4K/7JxXQDw7+086W5s+WuzBr4MOq8vg/vtP+CC1V7uXkubLrnyrMMbmnlZf9cMyL+2YcCX7T/39h/W93O1y7ewlEJ8pGKpFC/8EGnKRuerVpbjHmfmCpU3Efgg5GpXZ7t3dsM+//C3doILzj369drRFcPom9o0xb+fb8pfnoi/90DDLA9x1crJdP5f+sMfCit7sx/H/4em5O9xatpPTJTteR6OgEDlhaVzWvCc0bupMev61Rf38I5NN4TuRf55l2t1Gwq41/ubKWldInyDn5y8Y/C+Ha091PqSvSmVL7KezHk7Psf8GHHGjvdfviGu9/yxtB8Gngt7rtpwfjct/J9JLLUoz6OEjzo1ZJj/w1WkM5fONoP8v9eHZUpPsO7Nbm8kcB1Ozn/4Ksi755Tl8vPrPwtm5nx9V18up/xXn+SX4Y7T57ufxg//gq8vRW5PpOTJb8mrv8PzU8YxiL75e6ei//E5PSp1+FdSseqS+M3/ZfD3Ld7unJHF+jKDnV+HuY62eRZJKz3fBKfcitb319jcvDfqnnhPf82xH4oQ/r8N3qTWsifwpmYiMN0z5y6s0KcbeuJq/1Nnw7z/zP5cwliiOKT/w1d/GDtxmHf+UuEebMGfgnJJsq9K+X4Vlty28far8ipFDth/pf+C/NKeE2EeS0iLj2jm/8E979pqL8LzMZ8tFHpc+1aPvwQTlU1ab8tJ/OZJq7YQtQf6X43HTu82p7cZM5qqdCPf4GnkwGMxpbFiH1r/w9EvLHOnU3y7NO4QbQ8nrVob/5f9cbm8zuXM2+XdRzbUv/8buL6pGLGh+sfZr3UJPEf/43eR7nZnnDtqU2nVcsjDgzT/BD5vbL9fgwn7ebs6zf1FYhprOnDa25f38Py3Mid3mQPP45hfCTulJ8oh+G41vfGv2qnIHA2v4IPNjTRKdbrZF2Br/hqT5kOGNMMzwp/4d3u8fXupdY/xkx8EOleX56kBuceUx9X3rhi0owrJO/g/UP3d4NfBRexO+uH4Kqs9LTPB7fh+fr4CXf07aq9S3L9+oJbvxJ834alFMx117YzCYeksbRfv8ZP534RZTV8vf57y/+kHKYR2cPn7fZwzF70i0fCF8mZbpKvL/9ha06dXe49obwQ45XL99UFbrzav2YNo25/4JMwZVnl+FMZ873nc2sO/5b6k8teof43TOWPJnwmBxbV53/h2qVyw7khk9rdR3rvHf17gg12tyJ/wUXXTUOVLi1vgwy43yabuwWoy8advDtu/gl33q1l+erw+lkfg08FmU7dIea/DbJ+/Dk8TktgPld9f/w1XdfhiX4/4Lc1589fgi5fi/BP4Uapj6O2X5a8T4jWjYY/XWFcTyFazlCOkEeo3Kff/8M3fX4brjXf4XutykatYZ4v+vU9VJm9T5i6dcv9eG8ma/I9eX9fDWNU+YoII/+pf6EEbT+/uFaF78zn4wEnplZy3//nqnae/78E9z/ISfd+FcJrzP3u8WG/f/w1h7V9fjp28JcB5QAAAEtFBmmAvwHn4XDXP55qJfUTig4abV/UMTdbbccvetgeVdJjrPdN/hbupINjdnp5nQjxW5nmFzLRr/giJm65X4KNp+T2/C5coyarv7XN/Nidb4LfENNN2fgg7myXH8eW3XJxPDVwv+CjOZOk79v3G82LnNuxa925v9Uzlx/38v/2H/Nhdc0/d+XXBh4Iu0g/LhfOIRlf4cjq3nWdyFBqVT/4bzYT5RzjhHHmQGl8Z2Yz26b8hImldskvzX3rXBB5JquqylkvO0E7TC/L6+of5be8ddLD/DqE0BFr+7u/DE9rcmlhVT2SyDbq/61cKeE8SOyd4t7wHUGnhqYNyNVK5VmXgpoYhz/hmyn6+uD6ib/O9QUXl+/oGHD7xz0nn1U6TzMIxX/8EEN+fa3PvK/ISe2ECZ677n/5frXGwnWv0633eM1bXNn5r/4Xhs1RB79xDQgp3gk+Sy3TUP/8O1WjpXytY1TS+7HCd1IWjR45f9cF+2vLtTTK/QfUlf62sF+EfU3pqwd3bLoe+YQ8cYbt+/cpa9OgxlpU/V0bb9lQbEiuh3+FdOmXKO+FzZog7tNbl/haX7tcuTfuaSS4VUDvfDGfB0uXYNxnHdocN7m23UZuNIJ071xuHT25u8vXd9RXwq/+NDc41/DNE9V2qw+3/y/f4I9Tee/Dvd48t3fLko9zoTJAeWBVXL9P46oX3zfJt/gnqnTvdz8F+SBkWb5CTZkHCXQ8/pfLBt4Whs9GpVWva9Qhs77f/69b+wVXvEOO8vb3fgmy7rXB+Iqltzf8MdomGi88JiVX/4I7n14jDfmub/x1WvJLL/47uXbrrVeHLW3F4RY15PBDfVoNS/f4Tk27aZvN/hjLK0H+DPM94Yui+9cL52V+eXj8hFp2l4Lum560li19hy0oFfqzVtwz7342svHaXVsa+Tu26WQ1hDaaEek1Yyz/IheXGpf9cP80KIP37rjnYZu5DIHh67ibfb+uS/fpjdbpPy4re89/0yJ2VeLkPlFGwn42We6mq8IeuWg9tNQvpCjP8g7fww38w3EUcFZfr8bulL4R7jXFusVrTbIyJvscv25B8CJ3/+t+CKTM73Zfq/DuWMThn+bBunl8JXnmi2Uv3Xh3qbaEkGPQ1QHP+UElfLhU/+C7faD2i2RhxfrLL/Wo3Lt4X2FcjNK7vFcpfhm3fr8EGMTlykmL4r4I70pmb0FraINLdBFpbwaL7BP5mK0hY2vw/dF54pa0sWO51ZJ/4dmV8+xvQ23k+q/fSy1MKkdGxvl/+gvzYpMQVNycfhj+ulvv+C693Pngy//YJru+prln4Wx1e3N1K8fCbsf/D+7m7TIBntNSZwlYQ6OlQ1LZqNfiVkn4e6tY63TMpcllnGcUMGSB92/8EHcsrt3S+fXfNqcyHCPeOS/+4eu8dIjyM13VNfcmddoluNtCqaKz5f0/G50hXefz431MgiVK8rEp16K6JNayNu/D2bumIeF/8uzY6mVmDgzJ7/fw/ekYv/C2xTX821/3qNSI14T60oe+/wrie9pRjVzDMS7EcJDJ8VhtZf/oPb7q8E5579K9IONd//DvuHWhz/tVKqRRQm7efy/30CC9zqCv7Pr28T1yKA9ahwp3D3j6+XHX+fb/8nPMGnQawlXh6w84v8vpfhjNvzRY+HV1Dg+zHIM56fjajXldRVKX+8jfQsu2xsbGWDptxJv+N3doKrLu01vHF3dMF9cjTiS/+N1ery+PpN9eVZ5gCF719IfwWbohwNPwXxnHF3IRihqSJ1+EOhI4vYIj01pRuQkXZGXpdz/J3dRDiWNMdooMZDougj3+9nsdKX0nfCuIOmTb/xNjtRF09OVhc53rJE0fy9Ad8PeasMitd3kK3GmcX/8O528ncjeqcvx9MQq1l/7wprNNN/h8xL4J3Wpi17jalQPsjdZJcVt0s4KLHUTlw+tP5F9AorL3yxTll/vaBfC9o9N9xbZ1ZyK/o96Jmpa+X/XD/NcBJrGD+dcPe5cw43ohs2e5IptkX0CPgh+FuQaeEZvmlu/eeTf2Nkl3m/CzlqrnX5chi5HOL2Gkux13IN4UaB73aZTfb5flE1c5fd8tDZC9nQLYuF/HYjl+usMRA8scn+DJ5zeKn//vJK/xPdzb/xfm174/hy7zYvwzbVP+HtY7mpeg9elPecy4nuJkC9/hfuFclT/cGF+uqCWsZT1/Du6bURJ76RfG/VbEesRz86r4I8n9jXLQK9TfP/Lk+bb9obmxWUHfduz5zjh498JvSjuFl8o2kUK6pnHWX83N/wt59vPjZeUf/+GrWbJZOYN1/8IZpjDKPdJ2ybTBp4a5fw/PGNhgfhC76b97/NJ9a7w5NYYdN7MxdmhLf/DeWi/d/ZXN/sEs3X1h1RYfgvnL4j5v5fOXCZsP8THZOnbnmevw1WTHg/KPJM356qWv/wTyE5k3PFMg2X1/DNXt2n9FBN8e6Pj/CV36T/h29w0ruz37JysO/r/4e0r5R1qpFGqPDEsf/BfN/w13WQX6YJfmCbF/wS2t32237h7maXeaO75o9v//PZbKNNMVnC5Q8Us4X+Om+7v7n34KpZPkHaBA16N54s1a4fgmvfHXBBp4Lqya3NXnHw1p2pvmnvL++oXu/lwuqH+y/kHR/WX/Wg9qe7uiO07M8X6NPmZz/hjqpf31+UHlEnb8I+L3fJhcv4K79clkL8ut+Ci1Zl9c2X3+QF8i9FcuzyV55f+N1eze01WNr+KYfjuj41Uj/gj3U2ufgo1lGXeeWX1/C2ML3V0eX5xJEYWMXR8Vnzvf43xrLJizzkmt1UrwinK1f+PiHn2rHq/5v+GspxdSQRwgaA//DHPm259y/T4QfNy//QnSdtbm/hjI95VRjHHH8MXzrrcPvfBoX+twVTD7rhp7thj3Kn4evzXl729U3ln9aWN4VZFLQFhVev3MzDLvEBZTU1304MmMpilSif3/BB0RocNUMtykXazxnDEs614d5fITfpaKlltLhCHuMTf5f/cEOojmQ8vxunScfo1N2jM2qWFIcwSeGkmtH/ha5t2+qSmbwv95phu3/88wsPSIrhcyYR8h8H7m7+Ozd266fwq8Tf4Jc78kexv3C/aWI5Cg1KqcFmpS7MX+H+kZ+8XDeta/jdOAX4JebDRV/2X/7Bh3LYxT7flSNGcysv72oL7WuHvWax/Jlovgkrri/Ds/+J58UZk6+ZeSi2DYv9+vz8P63u7Tm+tWpkxyjBrIH/hWcu6zfThmST/y/156hL3Lf//Gzb3fbXx2vUo5RByndTv+COT1wZf+8F/VrNBKDORBFuLOP/gnzfl+w+E6bKv5q69wtd8/Z6+iw9J4fqXWeoYtqm+RR6mv+CDqrLGaWqeL4flEbrppufhyuq+2vNnwv1NE35F3bxun/D3d0e60llknv/wxyq3nLxpV9TzkC/wXXfpzRYfBPM3rke3564Rc2/Bn2QxpMUV/BSep9kxnt0iw834JuqdXu1vglx5fum+34LL5qaq/eD8dw5sN99p/w7pFr4cGTmHrumRtcfb/+Hb/7b9SdfODA3iG2z+GcrTOlDJ24eZbU159W9FBfPXzg9G/xfDl9475D9Fyv4Y877keq8v00ed2Fl4d4e9z3szqurcEav/guntvb1WpG/D971pSN655m35f/oF277pFdF+GJJDUq2Zq47Ws1Jp/8bLmeV7nydvVxuJUr3fX+t8TfbmM2s7+WeUnHKfLOtJ4M1/+Ga1TXyhYfD7/nrVEMMuOESNL3BhQycOTdy6m+KGHct//5tt8v8vhW7Q529Oplrhpx4YojK+X7/JP/8ENddfkmz/BhD72/KqqcoxH70ZQi+pnzBP4IJWpw6MVXSy93Afv2gR7uc9JGkj/6+wzSbTf7uskyMv/wQQosv1cuk+cZhudINyb//4cvpfFZFn5nGq0O/BDe9vz4uTmRf8FV6K+64bcrl+FtyZn1r1cht//hm3V1Cvkcy9ElO342lPaUdoZf2/10yxv/bv+4NPEzx5k4hYrwQdSkj/3tN+SK8vk/YZiX/3w+nkOm4NMRS/94d89rm/U6cp09/8FOVfO1d265V4YtHfpE9Iqbq8lTA/XgrvqVjT6RMMLL7/gpubn/XP5F/iy/yee3+EuvX8P8snGlksZatcx2JktStLyf5f91D+6XRm0n4h8K+GV9n/gsl96kj7wTN/dxL7/jd4ys2fybT8ND3wfbLA3W9L9fhjcvh2SxVK4Xhiltxbomh8FkxeRe95ce22X/rBfpn/lyvkHXjoSORmi3w1u+MSaSU7+DQv/2F/Nwz1ySz+v8PyS/Dm7h92cEgMwSfeb/y//QKLhgUEZQ3w952LwBYfBHNjkihuG5l//C8frz8iSPma7DysrA04/QKsqGHqYaveRAc+w/34e5/vRFp6/kERi98Zl2ccVeubmwtn3a+C3erT8t64MNye5+rmVKDJxMNOBXlF/56yrOX/+DDG+5/rFGoD6j0vw1bX4Z07TA42TSL6Hbif/1yy+/4bz+qkV6Zgr8vv+epjxCdtqcaDyhjl9/xN+b7v8LVrSfOYGT897pt1ImvG8/Mxpl9ZLJ/+rDP0mg0fvamn8O+a3dv3r4s2HWzgwNQy7WDXwrlteyVup6/mXkf8K+UHn3/dfCbNiS/DpX+FayXfmh2TkC3+X/vCvJvk3pch9u9Enqhl8S/4d5/j9NtqqUYmsjlIfvj4VG/4V5U2+r3Q7S/D2T/wxy++6/JsgP35YINXuPpPubMswfl//G7BqTkyNuZPp7p1zEeMQnycPzlO0T+Hr3rvLJ9elRNm2eGUhZQp/BBSgkzrV1r7p44gjeCMG/xNuXd/5bZL/gvvLonSF1UsznyAodezC7x76y/DEi/fVZisE3n4x/xvLfhJ/Bm1me96jSK5PcPZBUo4GpK2j3wRZ5RzoT8L0GPxnn2XZypZV/4Yx2hORf/pCCp01paZfgcdJCU5QNvC12tdVtnRvS/L/7ri/BfmnplwMepr9IZfMfwR3L7mF+He7cpSX8vV1lQOzM0iCLD0v16gpvupszboZ0y/14U+HcGFXV+cul3M7XeS4h68vqpbjfDI9uf8llmyQl6scrjIFRtZsC/wQzSljy/DE/m2+W1+SZFbwp8FU0kolxUVYb9m2w+CDbcu8eV7Z7YjmvtDBP4xyXL/3lx7nuX9/FZCJY7tH/eTgm3UTpy4L3H43BK1+n/cy/LGfH56m+Ob9eC6SHPn/L8Leacn9SEM+5/IJg0X2HK7r9uHlrl4jJ5mD5/wvqnj69fw5gBQr/D2qmjjfb5V4oTY/2n6k+rpkCPwtLuV52tStQ67ah79o28sySk6+CbmsuDq3Rqz89UjF6trX5d4E3tV8L4foZfITZh3RZL/gws/u6TsE60VtHHWMYS4V2k5f18KyYX73LxcIJn4dD+8shi5DgZ/DG5uxTuRy/w3ExT8Px3/c2aVPDKoqnLkQQ/y/74bhbl/7MPHq+f/DtMsvky7pvOfMOzq2vgw82u+wGXv2irWLDCy/T+GM08NfuffqbsWfvwv1TVvK3yBQwyxN498M1ItsfD63e+by/06h7JmG6P73mxSQyc8V/eDTwRbyeX4Lrl236uRlIPwYXvnb1+GeWj61wXXf4bypZfr1G1XKWSvo8s7A36eVLZBel99Zbxur+CWQtyrZupb8EGZ+nuqY2zdiyXLJTjCYUYK/Bh6KKUy91+p3zL/7gwz4qqh+TX2HmaUswX/hW5e/uF/o1RJOp3/wlN0/c1/BBevqlU21MLSV9ZvL/rhipfnlU2qhcOF/4f6uu9qOeVG2ZQszJRYNyuHL/7gr58/PMZqvwsv3l4ek2K6WvN5VH9eeOpAl8P73Tu2VBWz95jZLwpiFi9bXL218v35+DXw7vfd5fuPm8cx8/L7BfIfS+DL/rhSUUWvMyK5M4Q+t/bL+/gsqr89ybJoeL8KbdckfDPsvd3i/BdP+6XBl/3wxw35Nwu1Brc1f/gv8vy4TFuUu1R/wQ5b+/Bf3fSd0tc/T/4ILcuk7a1Q03zWR5U+OBuBL4jzhy//YML6t56Rh/GRmuf8K3bROlE9SIB80oW+YY7aooNAp8O3ursIp5Q7yElmMl//4UpcZXrVqpYXcv6/C1VM3u9cNb1DTx1jrw9c/fpkOvXXpKhEhD6+mCV47FZX4c4fOEmHSouGjuf/BTvds14zTvl+Xk8GfhfL+Cf5y11+c7D1Jy/+4Is32Hx0kdzkjw54/8GFu7cdXwQIv0s///BBd9fj8JbnOvmERrX36hru2vtFRuaMM8v95YKvJm7z5u/BD8bXyy/34dvVWfFZ3IS8kRw+34ZklR3Ee/ek/4arp1U8f5fb/WWX6xHBDl+xl/pcJd1nzl+/wztDPpdMH9v/rw1j/uv4cR/4at2LX+BI3vs/e+FJ/6rd8ZaP9+GaiT6+HIuX4DxgAAERBBmoAvwHn4XDXJO2dN7Yv0obd78McMo/Lq+56jnZo8/rkUv/eEPLK9on+/cEhKTvDfl5/l/esEmnNra+w5kyXuuUHSI/+HC8O+WGom25L/y6Jvv4JMq9cPz4JTRq3TSjAN31yrxe7WdTX4Y1CfEPUs0z/dcep+vfKZS+LndXm6/Deid1yvJL/gl8351DCX31wt4fyn7tHO9n4NfBZc3vzQpp2/Exyr/J/hrGq8a/HCoRKn38M6tWIZh4N8Mq6Bss/+NveutourxP+lPt7frw9c/e92r2ovrSKHkX1/E1qkbf+K89xNj+H8/7bw/pplSqIbvJ0s2f/CvgQ5OK7XrxeQo33/+GZ20uYTCsm/L9L4Kvd+Tta5IPw5WRBg4EL174+UoO3P4JuWB12n/gy//YYq5Nt3d8sg8Pq8P4bunn4LLW5X2iGdrevB+H+IcSbJL/DvsC3v76w+uFy/6562p78GvlvpfBPdt/CRljm+sOwuHxiUdMvuz+vYWVGpoTjli+Eucr7NX58dzrBD9N/wSZfeHl/a8FO5Cef33fgwfF1J7z/vfD+aD9TInW0vc+4VTZpR4rP4Xvm/L2w3jz/8LVk3uLfKicnTZf8Py2fPnriMMXLO/1vhvL/LwmwUUuyWvC+5ry8/4Kl5vw07+/F4I73yy+/eGPFd3t4+v+/UFku/lY5b73BPfN0d2m/DMtuz6nQ5/8Gnitay7rw/1Likyvzj8kcJRQwVDy57dRlnAI/9nWpf9cJcka3fL/6hGX48rvd5P+tXEyZuSJ5Upf/TBBre0ocelNv6QR5ufhuT0ecZ0QwkS//YMN3LbpO6yJuE21/8KebM3f3TH1fq5+HpPJfdc3GtIvn+nL+vkkzf4LMjYR9ZfHVfttzL/9BC+kXE33ng/8P+fxtf3P2w9537/w7L/SulrqjhGXxr/+HOEFkStW5dPX/hub59/Akft2uL4IJZebJdpWtj+mNX3FvhzjCwlKGyqS1i+X+/Bf4unTmdhuXQCqStJ/8LbmyohKPd+mctUGpf3ugT7xXLHLvwSeK4Mv/2Cfw95vS+Mvrtu4vn8FWSN3P/kaUW/ob2y7l35ttRVsRzuJDzKTkKC9mNBv0Y+sX4IOb0i5paxnkwsiL5lijMz/gvpX2efK/Gw7Xg9eOj1WkqGF1FK+/P4LZeGXvDpnXdJ4IrVLX43NHqM9W493Zvqgx4uE0Huwkw+mUPd/BDTpYq8N1r3LTnD/4NfBbLT3vFl/7zzi/OHCQYNfDfVSi/OfPf8F00pfMx/fj76U+fDeUvJP/8Fu/OM1fFl+b91d3g/hnMxsQT+XVM3UqaOVb4VydKie3X7OEHHjxPCVa+Wvx9ZN8zAb0oL/DEQ5PnDkqPhxynhq///DmSOoQu2fHprdX8EcJXRyX1v7C8mRtURpskV5Tls1yR8Gngn8cWzDM8GX+lw/J+eIwu7S+mksanffgo3n5U1rmFr6BB81IyvOcipFF+cKJsv4bgpY39+aA101D6Ss2yPl7PffuGsE3NWk/qZ7//hu77jzLFCyf8be3LLy5fH4sr+fCi3wX6xhk768PZPl/2sbUbz9cz1HsmfdidTSIl7T2s/4JZ+1vg1Xdr2g9HcOLj1+TdyDK8TMI+eXhf9mZo/OpLVXhze+VXuYSIJDZnrwUXf45jD8EHNiflelvl8oZIPlF++sFdvu7xqkYXUq34ax1fqXGJlm2X+wR8bQcoM+gT3Ll582N9qCOVfipsv1+Hb15s1dzDnQg+7T/j9t25Hk6qj1/w7vG9aQRb0eS6nSx/mHw7m/esi+F8uzvk+o8/nTyQ+98PU2W/aWo03Y+r/fX+vG1V0msm3kIz55zcfiJ+X0tcP4hYTf+krslwfIOOUEVX8N3z727y0lFRqZ5fq/BLFcmSfTs/BVd9uby6nxfgwhJ+fZPeCdHSHA+tEK4utizQe4al9/xfh30m5cl/rxV9bmz+LvLmsMvS/u6gm2yft4pBx8bbZz/3fc2YzOoPXqQvMFD6kqZWfh7TaX2HX9N1P3puQKq1W4/L+vgvnzuN984E2U7X+iGxXMnVg08VDj2ur9737gpmvtB73M/+/DPulFb0iO+X/1D8ueb8sg4PWv7l2X/7DGox75mrplST/w9rJ4ZHt8rC+Wz7/DV9pyTQxJij7H37heZorzsr9RXZ+HryA/fU9HjDt8GHE6KRBtaxs1M5/Rf+sKXXR3l+yMx1c31+H7w/ibos1od739NsJ/h/8L3WXSHrv3h+Sn/hfOarJhV7W9gfKT9F9/wXc3J88ovvz44Dn3/+F8mH3XanPmXTlCcvr3h6a1jEF7N+jL3d7naJa9r/h64ZuzzXe/Vd5jxlxizb/wW3fD9In7QaeGpl3ZJk+HZVHgm95v4Zwg8fHawdD8mttVQYkUle5NeCCiHj31fF5cWqN/HbjlvhW7K73w+CT537//wvn2ZjCCaH/gHOXjqBq+oI7gvgnIOrzk5f5n5L4d98MlTdm2oSf2v/Zi7iwgcX72BUgp8TyEVmbeX/1D00knP3r0xXcur5BRXy//QJ749UG+8fPvz1I1gyG7b/+Fsmd7upX94e4dv9/l/9QUavNcKK5m/C3L5tz7FDqcn/y/+of5bky/FaqE3bSs016YYW4uM/G3nLLSCXyK+kz/VOLLa869fh/2+XHWl65c/+Hqb76MwXm1OobbaO4QPD3/wQaTw97jn/ajvop9PGULA1L/vl7Rb+C+SvL0WvmFB802o/haXG6OrtnKRWMlqdM9//hm76m1f/hXHKfqe7X5ldrZ5+CWr/L39+HsfpfDJ6b6rROZn14JJ/9ZfV3wx5s43x75C0fbGhX4Kue8m2lNTw3rja3d6/DvQXU5ld/Qi7fwR3Y8g343k+9FUmu50XPvlFJygJfKa/h/dc+kQaZZ62wJ37XX/vrBVnTe+fVN4/w+H/Lr7TINWT+L7c3y/r4Vyydu7zf48o9cmfD2OyduTyr7f2y7/D+93vkjkaG3U+OhM+usE3P8FD3uKDRZLjcea+WoW0q0K3t/VNbWbThJr+ev7hq1nw9rSTdz/dpW2iSabTbfcy/v4L9lN+GVuvj0R7IG9eCiu6Sn/F+GpcnWGp1n/4K50ztI2Qq1X5/4fjZx+U6XxrD8WZztD3fC5hIE/026/rVRPkhp7/C+5fefj1VeCQavl8vrSuHvitNw3mjzeqhxfK878ybW/wRyRXfZ+DC98k13S/HA+hly/0P4SzxfTamfL/3QJvPs3eUwy//Q/mp3aJ1apv2+8bNlmj9IzK+PZIvbD2W9qOcRDklhtwuR7j/w1J+pbxtfl+/wvm+X/XmeaX/PXCBcPHh+4WDTwYayzmnRdDibbAl/+Cm7kk3zdvu+X4T5s0z/XjJv+bivl/y/2+H5ZX4S/580n8xLSWf/gmrUkb3nG/CsmExe8+YvjsW/8K837rXHe//BR3P2jtZeYvw1bn7+NzZN63o9fUA/vn/h3etyy5kJfuPMsHpLI0j45fr89fpZM2gz/JpGM38ENLJXvw5DKp9TyHmk2YZ8jwZt5L4avP3X/KDQ93eDZdYJ8mbaqnFl/VXBf5OT55fLc77L+t4LakgnvP3dvLUO3fw1PT43VLNIwf3KWv8OZLurVxjk3BH/gwrVXnzsOWo29gg8PdaW3L/3jcsLxuMWN6vInL2EhfAg/5HJHK6/D+w/94rePsfJ3AYWrVkn//Dd91J8aX/hq7Wv8dN1/CetKasLNPh3m/Lt1z3OmH41D5xQ14YznZ9Ivqr8ixQizPgvm6yEQ9UfmvtsFuKhcl/4Urnu4fer0uSQtU/Hd1c+29MufBfuZ2qck44lVrf/D1k++8fM+vzheawa+CnpPxcaZO35fgg1LvdU7vacvAk9jy3EOEPE9z8FlVLjDZKjeF9W/vwrz822qd1hA5xN4VhE+Z5fv8bG8utVhj65PfPZM8P9z3lq/PW87/+C/Npd5b4PhiGJi/43bfLIhpxGbd+qvZXxwxdrG4ZW//ggmjMYm46JrllWoOr7Olisv/BHq9vzblbPwQcxfdscVuzlsYSNf31h3b6ryv4LXDYRPFk7E9F8P1Ju7zL1XN+fSdwgf4J8QPyEapO/BLGWn7qxts/ClaVOve979fiM+5sdf11+S7bn9fUGnhbDDGdbuozjelyIzr38LUqV78zn5onP/l/6wvvN5Of6+ZuVB8Fdc7UvrvSc/BLeS8l/q8EVKJfy/BJVoPaPD8E9TU3bzp+CCZ5pL6l+WOD+GeFcvvfQLeHB5/qpX7a+UPzb10leEmQyWeArmdM2PQjAgdS4qGPl/tLG+Icq7l93kbKzUEm/v/H+voP0scxmJqd/m+vhlO00Qr5P4X7uWXr89yz+Fupuu430HPEyktq2/4L599o0PsNYQNAq8OG4ZsHkXd3Hfh7OE35ertrXFey+NEaK8vvX2CDxd3DVRapcz3MCj+5nT8LVqpm3Pm5mLD/sdB/3AyDXwRVr9l+/z5dsP7o4czPL/rrr8P60pCRafHqZfmF0nPl/9wRbrMX4INX5JOePqpwmHdqyIQzFpSnv42nSNzKSrzjYuBn0nwWZmQ9qsBRKSbHfLtpfgntbo2iZLiX1+hu96lJ/CjY4ZcrXKEr4uWf/kpb1yY2brwxwu3l/ktv6NmdLOHP+wYXfz3X8MX6P4L7nQV5psfeaWcf+evpJrac/Cst1LdMr9plL6TiJdP/D+sgUfz3rNJftE3o001zXwtvaDu5MxmM4AtakKL1V0/8O2GnUTz9F9p80bna//wQc1yZy+nXNOdbwa+G60pUuoZs+bWigvl/9QtydU91DMkv1f3rrF+FZsE8yP3c9LU+/36gqlencLqz1Tkew+C/dWpbJ9a0MEdb68hVCCFo+/xfhwem9/wzziazjGYhyMolPn4L9T+K8ufPDF4ThIEvpUDpljBe+Ky7StP+GamMhjNm3wzfQxD/gv6TllMuqosNf//h2+bzYl8mqeWUH/+N6tS7yQnHmj7rr8ofD8RNIi/sv/uFZS16xqIzpgj1I//+CrCX1V9tu9DV34axrXxShlmGsytPX7KLfE0L31tfgvnLvNq3qGUT2xP/8F2b88+KDTw1mnr8fiKKSfwYbd9zfb+aVJly/9YS4VZKsuP3XF+F6WYfKSdmpB10zBP5f18JcLtGye7/D0l73YjYXUPrpLgh6e6//wpe35slUIc1972Cb8342uKT32+fPnKqlPJbmHJp/Ds7UV3BotlydMYxxWiKnr//DXC+nLDWFfKDoclopfv/8M3fjliky//wYVy6TTFo4rVsXjPFBRDpot34zSadKfKSe/Dz9/BfWYxXJJV+OhNDKGHqi+Cm93J57z6vvwQUr31ybXh3aG5/wX31jeWJcMzVWFz/wxGad6Ttr8wNkDzy+um4bkxdxS3BDf54evP/gmLk/KxcgzX0KJzTDtMj/wxz+7VVjffIuZ7hVF/vwtySOmPr/UNWyWEbD9OeyR14JKp8Fe73/DnL3c/cytwl8F+fF3b3TUkw8Rj+8TS+evmGth8gN+G7Qf6g3yg4QZFf/DnPtox3v8v/uC2gzp1fl7bfgon3ve2X3vwX4QrIz3XHBlcEWzg9Thctf6nGPwr3bu7r8qXI/4Ytm/W6+p//w/e4feGLvfGu5HFI383PD4Yu7tyXm8tqEeIX/4bhyhzf+O5YM/JvGt/Fc1ZInpov9+GaS6+H7+XyF+/z1M8yCcv/w9Mfw7TCy2MUg0yfoc88r/+SX0/w1jlQ/zKzj4ek3IKBfDvuf8KPj56tGU0Sd0lvaL/JS3+ErUY9u+vC9d581+ShgdNa8E3SeNsvOE98O32eTw4ae6w62P+A84AABICQZqgL8B5+CcNZV+2T4ZffXDFVvqH+oXDPJ+vBKTd9TZNRf98/Ks5p/+Cny01XduX4LS4Z0S9z734a5/WZYEnx3k//w15V1/OQib/k5TgZsnwt4ym02L6+WhASUIpkuX4b7rlD326n8vr+EOK+6yyt/PXNJ2cEvlm/L6757j1mVmF34JLVSJZfh3tLyVqXfpDLaudLCLie3l5fX8GHi6I+5xh4O/Ms8yjXNg08EU0jCl5b8ENKxr6QV4JNzv5z8FU3WiXe086fhqpGOEfKDB95DgmuX++gX7VeTr+sMQlfnsDL7/l/6UFk1PN7kxKZSLH89Q3N7t/14b1n8vhmHN/py/6ShbWIcfuSkssx19ZEzdbP/gurqbW84vw5U9y4vpqT9KX/XDt73ZG7PlY1hy+Urv/hfm5dnjNSa8LDVxPDvTtgfYh+IrZ+57+CDCfoxVUuzCpN1nSQgskTK2kqnvwQVJmfVN2eeJHZRYmxIVRZv4eZ8frHQ+Pm3tOL5+GnuuuDPzb2vhnl1cvj0C2lvw1xunhcP8bJwsYlLX4ZhXpJsWkhfcjMX0txKEfGl+w7+CC9rN8v/fQFHvp2evrX4b59xQ25X//GwyydVUM0m5zvJFrc3VYQ95wiuSYOl1Xi/wRzUTZ+LL7/gtzd8Mvfd+CCb61MXfFS0Z/w9owLOWv4c1CsaH4cMS1WNvwx7d/NeY+svr+usv+3gi3vX4e6q97uULa+H98+YOfCFXLn5vjCz8M03/i4yWLVJksm/hy3bWXUN9V/4Yl/Nyj5i/w/63ow5Kx/l8Vg18O3tZfkib68e2ybhxbuX/1C/HUmSZ1ZkssjTO30GLn/qZv3y/L9/h+8L6uKa1UnIUayvjouHoyjkv/eGPGVtDO+n5JHNTKFwJf2rfCU/3b2n+EL6ckufa/BZyTaNpt7zMldONr1DcMFlR7lF3DUWQOG7PvL/t0Nu+uxH7u7u9pzyvO/wmtvEnRL+vgorrpnUxj8EFlabe7GS58lw7/yow3DnWKBfDO2T6+oRWO6L9/jc8dn7mXUqahZ4Ny9cIOXK/+CC98ax3RdKvHDJG7j/gvqvjuG6v5XlTDt7f8MXG1e5vcfoYfTvvCUv6+GqRYT9hOCx9fwaL6PWatfl/WsFt7yQXi/BLe+Xdj8OUNMviWQPQQPtV/w/4yy7Y5Q/WbHjDFtT9stHD/wxQrm+TXUqx1pdNpo9UwUl/b8O9uoXdr/N12/6VfrfDtLe5vzcn1j30dL5f38L1Jub5cFu7wie0f8EF5ePLhM57jqlH8cWCB4ep68of+Fs8uaVqb9zYvp/qv5fv8PV0nX3d21lFUFv/dVCl+2tQvrc2+x+HlptMJVu433XJ3e7k/+7h+tbXS1+vBLmpcdX+X4ny+82/h3dyycL6vl2ePdDpGVviasNZ7/h/n97rPKGKZs/QLefy/34U3pvdubCbNa7j4IbpdQadhfefeZ4tb82w3yfC+N8Z+3b4fcgVcD/4J8xYY73edNa4I/GMip+EuMIN6/vNN/4Ja3lp4vxfbGKFivl+18K1pb30r/Do1HrrC9MUz/PzqBXPULr0wwS/w53U4u80Ru5+X6/GUR8t+bZaXLvvL7/hPwo1Xd/he+s3/rvt/8F265t4vz87DEj6SFLEh134TvMZ/4e1q+sYXrhq1uwcxoJw7fq5+GKAVK35k/m8tv/+GYe6XitfO86n+E+53PfL/rhbMaL8+Hjwh8I84F/iZ/fn8GfhfPXrcW2HqH+i/buoLbu+Jwrr8Evu/Plfhbnhe9fw0/sffWF+qhke33zY9E0vGnx5l+9LBBtLCgqe+9Z3xcwGvre6QTddmwK/CFWffLFrP4V5WE6dOp2SEynv/gg6p595/XROGc8/89f8Oe+Fe5dDO5VSVuU58uJX/4e5/nIxpaXxe+TrMPH1P4giHVEi/gpz+Ou92X74svrvh+WHqqrnlKkNdpsPv/wX2pM3ut0i//8FGbKpvwX4a6r3K8cFX8vv3gwy/e5nXH0ZxdG4XBr4L54rvLZ4KVxbML/y/+4INObazqQ5w91zSP3hm4U39BfyxU3UvLZF4EP7WFGnxqL7BX1d1Ljvx+v/fYXpK9Fez8PWp8wVrbUKyZknnJrhbTmP/l/P8b5dvLj7yI+k0m2KUv+Fs97lvX0g/FjnLfwRVX7L/7kxzQ0nN+H97vfVVIKNCIv/XeF7WqarylJNuCL71oROGfpLl8P4UwzMu7a4dl0F8ki/78NSY7asON8NnPP6uPk58WX9fC/E6OS7++Nn6p6utp/4IqbZZeI/D8xHLyb5ixc9fqQSk8v/uDDJw2ahmZ6N+Q/DkuP+u0gzwQfDuvkrPCDTw5VdfLuQ1L+/h/aeVu3VqvsE91DVl9/UP1rK6i5cG14B/+tsPxXb4Y3hY9TMXDF9tKUTcJqur7CMv+9rUn+Nz4tnj1evpzMa/HhKqk/4m+ZRD1MP5vWgQcUdZLnk/2bl3MaMkD2d8v/0G6T3w+QXMyHN55fVW3BBe87YunlSHXhk0x9/F6ORRhRmR9P4Z5sr+d+EYt8K2qhzAJZdfqZFTYCPw3m7UqN2+UGf8PXb73Tvcfmqb1y/r43qm3DfpCRuff85ds6oQ6ZlkUKlcNRRV7cwry/9WHr3Wfp5Fn4M0r/l/Xwxd3LKT8o7zQjf/wSZdLe34Ymyoyy2wsDymVf+H/J+eo53ncxPcasfg09XK8OZfr5X5JlF5fdyVDt3rZ7lwy92U9k4zjpsq/L/Xhe6nlxmosNbNv+X2TfD2b29Z54UFSi+dPZ0eQoRcqb6y/7WGSOzE2wMOhvreYGdY/0v7+EqZ9Td9V+C4qX+/os5tvtl+63Pjn45zRTMv+lnxpA9kcuHZcf8PVvn55cq/F+Q6af8O+XL3Nt8v407GnEi/v2F/HNHU9mD/CJcd/Dtlz9LvCfuvw5fz+Iq3wRQ/thmt1vd+F6W6Jou/VbK+yMn2Z8v2+o2fPVkSvN91eZ7G0hvOKNrEvl/6wxGq/h73JvF+eEg+PofwQb3uru1VcwNhi/D/VHr/D9Fg08JbZbqvWX6/DOGnuqI4myf/+Hscqv87bahqPYY//h13zE/8NZPr+GFrPfqH8PdJ4nf5qKG6Y4O5S3/Z+Fy7mDI+Vbwi8SUlB89f14kHDvwQaRZM9za/O7y+cWG3orH8/ZfcnsPctufOk9y9OyiREci3+4YyXqXNXkrz5HOrIHfgjkvcjfhfPp91tfPndyP+TxqnwQRvep/JO0/ZGo487Dkcw/P/BRDih2Xcnzsv93IfLD62X/4f3GV7vyTpDxjnz/4Zuf1U802hz/L+0uEov5O85H2Eu2aNukDToNGcVkDTW1iv+X1/BMcu/Su1l+L0y7vdqtcK5b9T5nSQ2PLn/gg8N5ZqvFK6DjCkFo5D7dfwz1Tbsq0i1n//h++VFSSexydMJgTh1E5Oob5sZf/cN3tlX6mU/w7HOmUlc0t7XU/STT+vC1pIhpzJP+qWf2bqSf4KNKX3OfmL8Oxj3927u6+P9uEkcv39BbaUeTCsl9DRbXTJdnDPdcMpdF9fwzl526+ZeQdODV43yRysljDfSPGdXuFhJYdVTjvDNviknul/fw5SuvYyOt3cCVQXF5ffXBRn1d9YPwxrMxbpQfIeOWXBr4dna+JpYvqyk2vhHxyHsXwUTT9axfhiqJO76/jisW+GdXrDa4//L/7he+puz66ox5pvfU482fwQ7qXt+GoZFNfUjyUORzMAg2e37fp/QRy/5Iaby/7qNvfe9TfWuKrqTf+GeaCippJBuP/v6Hy9+zpYZ/TuLH/D926u5dXvhe6MlCv4Z62hX+Ktpeb/kylJl5f61FS/ns2cv9eE8uclv/C0+9a2I8++L+X+vBdrMOab52X65aL1SBt427v5cnrrevnHQzdFiXghmdrnHwxy9yZ6pt5LYt/wruX28PxzBw+v7X/wta2qt2kr1WzDre/irVqbzZl/7wRZcsovw/Xf/SnjVVjP8N5p+GKe3i/XDr3/4LcihrpXnfjd5sNs+PWXZcy1zZtYPUxkol3/+DCbfy53Jl2mmv/ggzHJ4mpSz7rO92Kf+NyZyfwx50He5RzGisNXlDwzOvEvhzUmM8rrPFNY3VUba/DOfdXdNluUlWpUy/hby/DsgdfcwdkEkvsLFzymVThu0MLs+sAm9Kcfa+DP0Qwvw5OwXCwfrXubTr6/BXlauy87Z+9n5XiKd5vG2y/h7WvLUN+v9MwlXWNuCzknKFUX/fBX5+f+8rrn4MOOrSfSUco8vkn/x/Ddd1z8vbgb6VXwv3bdLX6gobp/C0+f495fsCreZ/w7d+1Ou41S1NS/dgQcX5Mc214I88rcX4b3tLCXto0fnCsaP/h/XN5Z+2q6CIbnQH9+45WrX/C0P1bnRkXs5ULhqDf/8LQ09fWpE4KfF8a/+FtrD5UaS8Oof7S//wtq2rvnFDURlVGzqQ6eWDXwpuuqcq0jsvV2v+CWqfVPi/DOTvKkgYOxhI/4IPPCN9vTW36ea5ff8LZ8ezylYpa3hjaqiFde6v4Q2pPzY+rL/9gu1vquGX9/DdN/5+TCrtU3k4epEziUZp723YdV1lBSVMJOZl/3z25ljBVo//wUyEd+IaDfSqbZWov3vh+GXvz5nf2+YPmrID/gvrdZF/vmWfM+X97xUcq+X1Mx8lsn/h7G7HzUtqT8pNRB6/D/8E+XGvcaoVMv66Q2fz5mleHHuzx926ZGTV8JePq3/i5P5cv+ymufIM/MQ50dz/wT1kknvXhZlOK9wUe3zde1+CibBlVHs5xz5wfhiTX6usoZ4tfbP/BB5YFlnWHfLuGK75kZ2VffDttdT+XSdcpMJu/oF8X8FvJt7XLXuCObpvKL8FdPVzd9TF9vw15cX4f79lQP4b6pL/c9/BhXcux9s8zHx80fgi7klIYdDLf8GErZPl89r8b9/4Iu55N+Gu53qbDBaMRGGe1dfwrvXlh0n6/8Nbvbhhc21/8L37aZcdrC/HBO5t74aHvhWq6mr9j/EnnNNOHWBSX3/BNxxfurAGviPFdC7LTv8GHWSV4ucY+BN7X4v+16gvss/mzWGEizhJLFjfL614MMEaabZeJ52xeo3jtPxhtBNsfOp0fw/lm18lTN9a8M8//grq+EP4vxPO7Zfr89SVyB//i5N3q3+CSfcmSy/14J/DeTmvll/7xkJapxA37flvvq85T8EemXY+/BhQ787DwQ/0ftjwuch7a6xf58ZwxLdvF/+HpJdqOVeMtHX+YOF/f2DCHsnm3UMycOtYe16G0JTvqHYcH8FPIkW966nGfgmvbzoKsPhPafwr9fqHs833ffMS1IbOnTj6t4NfGXtOWPeamZ//DlU9fZTprL/7hyanX9yD9dfha5x/usU79sPojJTTa/DmH9cdMPsHXe/+CCXvaG/e82yvae8P6ITNM3dGX77oE1Kf+msI/BLmyvJrZxfgm3XV+vw9u3txPKaT5SxnrA/6L/7hjaeF+iXFflzWEHvQkjMXVll8FEkbDZYb9KnOVMv+uCDd4T1Uvvtx3j/PDhtKFz+KX/3BhLjzd58wybDBvOf/8Et22quCZG8N+H5ezSRuf2zZmx/DsjUMs74Ku6ef8mKw+Fab7bkTfjLy3h+Z7wb8TJt+TINfDVd66jkn/DvLq8vy91Dy61z7i9P/4/G5ee73f8PdxXhtqW+1kkkEypoopWe3oiCCwj8M+bdyTef/+E7xd55X9B7WXSvog4Ztz3/pGCW1mERt7IF/47iu0O990vhfpqPZSzdf4Y2P4YjzR+8zCkO50Zr/8FF+tKft+CWO6N30ocHS78bt235Per9IuSsQfcc8b+svCvVJZcLDXarV84+QHoLfHNq4/4m/fZLL6/Qavfm+UOneY//PUf13jn+X7/BVrfqG5Shxf7D4Xz82JvdV8CrGRpIvBuZvDMlfwzzL+vyvbdKoGnnrDNtcf/ET/VDNKM1ffP7/vhtU/hXd2pXy9TV5N+9f8K5bLP4h7flrJvwTW9z5/Zf68LXN5vPHdUtMoeMtIc+97/JbnS7wU9z+mlH1/34Vw376ZCeppqTIhrCHDLp05/hfSefO3+iRcfH8M1XUfDi2v/8EvLq3FfD890JXHcuzf/BFe0WLfhqXWWZz+tJJR//PhbD2ydRqXwHlAAABGSQZrAL8B5+HA1JhHmO4vDfZ/L/ri56jmW/9On8EHmsQ5Q8vVhbm4Ee7fv08MS1n8OELXEOZYtk39eGMl6pffziwaer7Pco047Z2rBLol8EhU62fi959b7XwxjvbrWq7mh8v/eC7u1z24l/6wr5vqvVILznyiU8SoPgjuv358X7cm/BHVSbFFL4J/GatomiuZfdXULewJn6D66+dSHTc/+DTw1szgzFgk8PX8PXhmd/fXdtc1JM85f78L5yUkuXFjQmiCTkXy/74ZzYbyv27Y4HSX3XcF/mhqRp0qsw2cPvplGfgknFX+/BXNF595MGO4Tt+F9a1aXsoyZer/jLzV5/xv2pfRv/zXOt37YML5yqy7wyB4abzYaF46J7oZ3fwtOZIRiHLqMMXAI/yy+P/8Ky1N8Itzj98xmqQX+CW+qv9+evlEw1pqa1/w73P5vV6vL+Z9/wtJ/pXceeENRG/4Xm9Ivl/2Mx5ivcwdYFpfv8E0fx7nL1Liy++uN3tl97mt3NH3X8ujM4DTyby+vcPcs+I9Wq+mqmRb+X+/BL1efBDnFl+8vC0eWMLZ4EbsOzda7QAhpfh+EPDy91fwvHV+d1anD0lP/h+X3va6puSa0dp/99Xl/fxvnjPl+TXd/kiZ0hdT4Z/58FrXpVMrjDMN0b5f37BBbry3u7mcPw9LUpfwx3Jgb5dslsdQhcNkctRgr/BDem8vwYVne1Xh66n/ivLA/2Wt8Pc2al9YSfK+cX0ZHFmwXfgohes/hL8uUX4Y+K1S1/HRuuX3/D88Rj78/7rWmZm/+F90Xd1J7J+Cf78vBp4c1TZLWEf/frw/0w4PJoh7vjp994713rlrpS/143mXqHstz52wjqXHz1bKXhk0s44Am96Xf4bzWunXtGJv5LL4IKr8dpkqrPzL8Jv+quz8MxhauvyEzBTGkX4W3WObtq+v6lSSg/4ehPLt6T3tUl9H+aM5MlC0dbPhzd7hov74/68P931aPvXpz7VQbUojpS2H19KO6X4ILudfIrsSOZpdZXbKTz59eC+pN91We1mRCHrfoVv/gjyf3PwW9o7mzd+CfJeW2tn4aqZibymHZfkiV0vv+H7p8aVSvq13yr9tnZUSsGnm1pS/94ZnIL7HyNQS/m8dPHwv0Sm8/flBcDvDV808v8F8vb59LFoirdznvy/94KddX71o9+/BRsOXU7PcfDF9oT4xTb1O9HP/CLNZ8KSbzRuH6mlIva/b8Pd0ad+XmE4Pypnn/C1U0g4OkXvzVoIPrT1/4L8/1Gvcqcz/7Ahbt5sW/Xhvu6+8ny/p9AnzsbiXNj8OcuVuNNv/xvLG2p5Km6MQjaI+/kFh7mEF7+X076D8KNXawrx5X6bvt/NP/hvWaXuXQ9PkYMcEuzPVC2X4KNapuaWlEGvh+Nr8n76tk2n6e+CC++XQ2aSN5rOsHNGqFFhhmJH0Uv1fhu1qtzSeGv+lwy/r5603b/4ZrevtHL1Rfm/BDMx7fvWvwX2q3fVTKSlf/k1v8naKz8XJ+PLbpfwVd3ztmbyCy/74L/HhIKML+vRnVlq2Py/6WHfaJ7uGAVa+LkLn4bkqwTZJycn8V54Xr89eGItK8d/+CruitGomJlb7zINPJqHaZMv/uCi792sqL+vgvuVLq/FcFS3/l/+UO+XdVn91yPPL+X/pMEF4fqOxxD9/w+D3Ap/LNZf98b1bed8vKPwLNE8+JxW+QIZH97/56lB6K4IvrbjgE0S14T8nLueUv1+CuReHf/fdKR4bOy7L/1hqaLhj2p6hhOlynjoY9E/Du82FtcTSVpAE3BLpjhaX/L+r4dp1FLTbEYtrl+pqfVKvhvZPIcXhrk9z7p1l/9QQdVyXkzjWTwoHZikv/YXwmZf61Cdd5e1VX4dl91uu8I6eizjpt/+GNu6z92P56nCy4nfF93Ov/wzP+pHyz+DQv3/+sX4cxln1mjNP/hibUj3OXT6w5m+y3hlD3Xj3wYTSvq3VsOyZXpfXgrl7ef+jnizL6/h7TuqhWt2ifK2CL4k0P/gp5/mfv3GtIX43e795u+WuOS5ZwqdzjMyma/h2TY6tepm9ja+PN0/4c7ZLX6UOL85f/UP3vVaEmHTh12BOM8cUr3WGO3L/3h/Sl7v91JA1bl/tXDsux8O2V3Vfd/iV6//hq+dy7st4ctFtb8sfaxFjnsm7lj8P8lzZPM3EcuqKbQSeVsBvo2KyguvUL4eUO9x7lbLP1/8LUqm6mYz3ucvgJXv2/+wb19nzw39/wZ+esI9HT/3E7Vea/hOm/SOCm5801L5f/oFW0pru+r+/CEe6fIv52/hXmb5mFdaP/h6R3O4kfHuGeq0nTPuey/4I7VJLX4U9RhkfPfJHu234L91+Zj30bi5lmhWX1vy7j3v4cm0OuK+9WI01//CGK7xc8ls2vE2o8vhjsP/DMv86cSucP/8PYr40pvG3NnvmmHYqPX8GFmL3vO1h+obmnFngVH8EHZPnX66WX5YJvKfw/k0+sXyWpw3mvprkY2hViYNPBPrNBtjq+FZHhmpf9S5mD3/ER/L8+Uvjeprc/+2sIOfDb59uHplpBahh9JD14Xhr7d1NcQh9wFS/huh8xFSdv4IMsXSxll+7wjAJf1FL8deJ0+X+nw6Xds8/Wu75YesL+Mmq56DuV3cfwtma4fe98YLGoHftKXhdqX6/EU3DX3U+/z8UsyVQm768fq773PPp/BBquNLuZcdYe4FKrJ/y/143k2G8txb0WLy4iFu02/vL+inv+GId4ffaUj7UiN/L/1h69yxVcp9XRWZYaUu8X/4b7uvw+4f8P5ZEbvpZJWz94v/f0PuTPD/DJ88Gi6wRaV2pe4Ym/fNiyFoej+X63wSy/qXd5fiabm3Ef/hXMo1dXB1hyP/l/e7D00fy4YNkuRcwr522/6hCnb6Khyr7Xw/n/z42lzqkBrEo7v+vBNXXbDek783aX4b40QnknEPdqbWqvr6C9V4n1nuReEvhz/4IqbT4vwrL25slevw+rlxkqYV/h7Lvm6Y5l79yPnhq0v7BHK8e75fgwnv4vy/TMgnW+Cnx1XKW5H62fhPGVd7Rfg18N5JXYFu3/qTe9fh7WsuEi/Nzc4vw5mv+GqPU6f3Iv/DeF1e3x73/huNOD6w0+vX+X+twS5pYZxxPYfPOVMq+kuIw8k73n8v27qGPCH5jrml88NdpeEemO+Cr1MfJu7vuZf78FW1V81X48yw/Bhyem6+HHCidL/juGqjs0ymWNTSY1/D26vTPvah/rFNEnpf8MWuru0sIf5cIzf0HbzIIbyzX/VcKRM9F5C8v+CjyaVZWbcX4LNK0F9jiup4cX4WpHJzWSOvv3G57P8MbVb3WQkTfwaeGt3xZFUPSR8NuHw1aaUm5WCL5Fvy/vWCPLK35+FqkjkHpzdXRnS//Fbv1NiL6z+HqePKK3j7napt0o9r5UUvz9Y7L29yXVN973ULVmzivmX2eRRz/4asd7f02C0X8P+fMy82dTaVx3xbZln78L5fk76yK5/DEWDMd6+wzTfmTd35+5T7AYgRIuf8EF0k3Lil6vjZs0ur85eRf56nO1nJ//DO27qjDDtf/w7reZr/JRfvWXa/h/I6MtfH6quO1r5k03OaDPgh4c4W2X1/BhudLHeQkpl8//8N5Xl377Ipd8Gnn4z+1FK/4WlPByPldeo5cv/L/6h7barvVKpBcuX/4nPmeF/wrrSNOKbUgwiqXeWk5q/xvjTHdi+WkvOz5MH5QqG+N/C9tPRWjzLvL7iJ/P6GLW/gg55Tdl4r3Jgrnv/8by4SWrV5qGl7rGevS/8bG+77vlis8jeV8Oa9/4UzyrujeU3axhlh+CLd7Pw5vfKpFlzPeH7/Dfdv5CHr84rvvL/vhny249FPpVvm5o/ggqGeVTfiJvaP+r99yzZd9YftXjyoH4l69cOGHU/5f/UORLA31+Vp065fvrD3mxe4v+nH2BMof/l/+wTynDXG+TvtBp4JNa+39hC1mO8uc/+H+rzwadr2tr8xY1vXl/9wr5fNh/rGpAyud1xt9DQNUy/+kCCJPK4mq1RV8+4OEg8eFHuP/xueUs7M7ySdpWyWcX6xJ9NeGo8y3IlYfHC7MD6H8PaV1trVuvq3T73rgw3Xdal/HVIMsLAhfj6bl4MN1HF4S5JiaM1TV/4IJv143VVykLHQZl/+Cq+5MN+MtH8t74b1q7hpb92/L+/gprve6b+Gt8FN7qpXEbp5z5Bz8K+SL7t+C7z/yB74Zyt40anbUHeZ+rSdeGo6twtfKuayjuDRd4J+78vdl+r8F1rarLK4+HZP/L3nk6j8TDeO4UmlpZJEU/hTMeLXxzmH253ZZm4vfDfNyfXDF8Lxb/hfm3da+U/xra8O10by3Lm9QSPl2J/y/+4c417jDD2oNfz/ipkg5Xi3f4e8vdcdk5crctP/ggkL8QWV6nQSop9xgIH+5y+0EPH5E8P+CCTX8eXztr5zhb/y/64KfDjpci5ZPly/D/hJf9X51j1FNf+nvH2X/BF46y+19BC/UdN26GqFhg97rw5y62ucXjVzD2+aRXJf+8Fmr7k9uO1vtl/rw5zxnT5ukS8GpfX8N0iVXgtO0WhCEbDfcKy/95tp/z9bRUj0X/DFzwGaNkXTO+H5dRh647XjvNKtI8qibcvrfhWtyzapLQ9eUeL1tHr53Mw1c9w78M9N3P4btrV/hnz3FZuHOM3Ji5gol09fYTjHo/w374mq+iofw9Q8DL82sc8XjC9Qy7PyEjF8NT834rl7ZZV/wYXbt05Ivf19IwOldL/7YjN+aXXkQK7yiyjmiDLOd9JWa6wU5qfmy98vwvuuf+0yM5csfwa+Iy/3X4Zztr31RyovhKuRubfw7qlUuTb93cXuh6+bl6/Db+Ud/vIG35fX8O93aj1O50568J6Pv/zc//Cnk8/6V8+8PxvjKw7cDcmpwTfm9YlyRSTj/8M1FPt/UsyTi+Fcpnq6p/0ugWds54UYfzohjo6KX6/DGdqs7t/YPkjS3ye8eQvgww7oG6vmXuvkfYX/BL5PjuNxL+vhqC9RmfRWTC4FdiwX/4ndYdKn78sNWwrTP75XmJJ/w5hf2SpDmq6E1VVzbt+4d5DaxmT1ZY4VHabyX/Cu1y+9Ut8Lo5i/g08NS6X3XhKy/8EtIz3+TUj+F778kIqgh/KmUZ2J/8E0mX/x9Yvw/u/Gmica9rIsX//BfrW75YVnhf/hWg2EXvWXseaf/wvzbSMZKZ+tkQbjAYjzPKH5wq+g30xDi22XjSb9r8K58WX/NQj4lLDtHrYJdmfbK8VCl+68O+fWj6Tas//uHFpew2u8WOvUMbqX1jKnWZHCf9UZY/Cki7e97RpbF0ax8X4etYrnx9pkdEq+pwu2GKVRIw7i9oWCNpaX3/G3zbZNuTHj/zf1QV+jDonkwRn4d2n8NOrNfR4qNg1/4IJGV8hdT4/gx+7amd5A3X4YyyK2lhyO15koelNfXhzVJW1OLJ9Hy+v4W3LnlUa/PsgPYvhkpP18P5rxwZr7BITk35+F6SUZsePVL8ZLuxf4Y+WJ5lh19PSu0S16jeaRNxFwr/dfmbI8bDrotPplQzK/hrESWRxze3964YkxflYX5fhP70/DFvWpp+wDH3kHf/EyhrWXJ4/DGoe72Vk14NAhzJxX/ghtWw6R+Mv/2EPKwscZ86z+NxXaPvqeM+7lFhFm50i7lJoZM1cXPw51WKwd4euWYqNlBpIYj4anjL2NtH8cmpVE7/hDafNNWa/N/ggl7WuSpW+0v1DqE3/BNyWT3tD64fqx+N8PvN9fN47WlFLwR7Ev/4fpS97bb1C+iHshY63+HZP/l99VBTrWsa9y8H4Wp1EmsppqZnxwnf1fg08N4exLrCW9t//JXNvwQ5Juy2X4J+S8+fj8RWdU/4VqbHrPIn1+RCq2X6XUfyZd3tGT/gim/5n46+t1csqu9evDNWf1D8Xw/9L3/DVhKXr8iEN91/gh3fL8M+T1Xon/AeMAAAEf9BmuAvwHn4JA1KVhPkuy/5HhiGRnID6+brjfx0sUy8z4bu3qTr/v3BATnuK997fn2Wsvvk4Z5s4fLt337hje5+65V1a+fxrv4I7jdcH4flK7/wUUkhwk3lvifhzzvl8q2dj4cruvmPmNwnNXhbxPJkJ/UubtlEjLSrS//YLOIc8+u6b3WX/3DePUv6nKR3VDVjD5xWvw5Vr1+ebbAv/NvarXBHjkrxZfX8Mcln9kObus4WKpvGhoOHfhubrZMWEX1S9Bx3pff9doNPBFN8lXy/BhX+3bvepE2juU6EXKU/9eC3NuTHLbtg/D0+rJZPj7tnd8OxbdaSufgpze0s9/NecfBbrXN8H4Zy6bbWmE20f/CvNnKXL5ygfZroUv9efB+4QbRaNw78E1Zdt7uL7wV6pt3M2IqDPsvvuSNrhIfC1e+/hvO9fmXB9v8L/P3tXaTA68n/8VyE3JNvp/BBbNvKqLFnk/FGU7lDUqYTaLf+epulF/4d4xTeXvFhB/Yp4RlMf/Ck+L1e3VxY9KNaJ7PcsCi/BfyVn1UsahRWWQeDV9XamBE/r9P/gtzz1pXINfDOsaaF4cy3/wYeO0aNlW+4buuuLy/e+HamOOCB+Nc+bG7bmkhlsrq8i+2v8vv+C6+6pmrxfhrPsTgtTjtw1j29L89fTz+f/hfy5H1uk7+YTH9z8FeGVTaMtCxZ+fv789T2o8Vv+X/eg/xfCvmluZMVljfrwzjx9Pl/e8P0x/Fkp/m8nxpL4cZRRGYTCdvS9XDm4g/9/4CD976l9esEl72/F+bM2v8OSN66IMzP/4crnio778wZ+98N44rncc/Lhlia5b4JaSeOybb4z8MR2ny+nYdQ7L0/hyLxfLJmM1A18F2f8N+LjMY/BBz9qXip6jPPiXwgzd/8N3vcQxOrPONBpymBT4ckl2fsjyfL+CvdN9tOR9FGZf3vGz7q9rdJ4e8JfOIcJsj5fX8t8Oj+HZKx6vn35tdQj9kpKyV/8bXfcsb0pp1wvmsgd/4IbWfzh+FJe+qV1+48tvduOfh+lle0376xn/wxNfxvcscnD/AvSuj2d8zP3GXsv/Fbpt5939ir3py4l8NcvPyF8NXs3Gp5ft9Rvd7SiHzd2Yv2S17jDBN6wwf/8N9Xrhu+hqSf077wX61y8JEzhm6Bjuv/4b8kVMhhuJn/BovoL5iRWZ5Z9+8z14ynMTk19rXd/gwtaqTssgrMkYyk/+7y/L/9gw5oydOlExw1MsgqqDO6X3+g9uPLr1i/N1+ZEGKKNrvh+983yfxfei1vL/7YX5J7wUmml8MCrWahu5d/Y3e9RD2xvny691hulFj71f/4Wvl0314+jrnH4R5pS+/4e28KDTXpn1JvL4EumvWcLiy/1qC25SF9tZCTfh+TOTW82PqCd+dj9n68N43V8PhiGpeJNNQ/h6X84ZrvP8wksoW63OF6F8be8dZIzo+b4c0fX/CHT//z4P2iHAgf9ZpL4JKk/jZf/UEXNI1wQaeCfDyY+pmdMfgvl/3evnLE9F8P9hicF75cqThiUKzVpZVsMNy7/rGy/dePt3bJ/WuX3rxvVPcvPn2jXK/n1v+CXJm+z1XhrfmtuP/+CmvU96hd78zXWGuXLOak5IYFj7kJG/D2qfn3SPCJflFA3FlVkL/9Avt1VzeGpcLvl7fX4eq1STqmw3Z9ff3zau8LS/6eGIhyFWrJzICfMJlU6BgV+usKzfXl/fruWiaC+TfhjTmeXb/YetWVL1/hrjcucqEGyKwp8dBwk1+fXKDNfYazD1NvwSfG9a5fr8Lbufpd1/uSvyXb5fv8T1Wbf4bj37z2ZvtoxoMl13QINJ8vqM7Ui+QD/KeOH0Xvh2Z1nw9kwgtD+/NFz+aOMf+Jt74yv8PS5d8sV22iCtxlf/hjw08+pPOfIJldHq14exqlTWnm0+fkiHHm51NIf0oePUW/4X8aW3dj/BF+eVgK+C7G+Z4rT0j+G7Qf/W2Ub6z7+Cv4xUZkke95tM34K7z5q2uifvw7yZ3fu6t82lRB13CFAfwrl3mZa1jq/8v/uCyufbllvbyl+Irm74NfBfSS5/r6eHYt7/DF25nh67XqsNyR//h699sny8rtfzrsSqf8O8a+3OTmNS3U2nFwTvnov/4Xwn1Tam1OGonH2lJKfBX0wIsv8uUrnT8NWq1HxKUznh+LION4Yu4+Cje5avzrfjeXWpPzTNT3uvh24jU9F/BPU0K2l5fgukDLbWOZ5w5y/FcN+3xvl/fwzlkVsxfD0s9ge9b4J82v6pRfjbljH6zf5I/5sIN8okGUUL33hS8ku7cvNH7J4t+v43lrd47uk0VrazynuWbXcDf+Ga7ppVIcDl+Hq/4VtVJlMO+j6kmnE0v+DRfZMax5f0tQ1d/FHxTRsLVoEX4qZf/E8rDvLmX99QxJ6T23dcN900f/8NZWJVsWxu2lOWRn/BfNK0+R/WEaJxNJFc12JkC3wVTt+7ery2/cK3M7nzi+MH/o17xdPl+t8P9xXJWWD8siNawx2GEYP51/n5YwCmrLn/8bqfNXyoobKcZcSGeytXLqeYn/wtWuV+pCUjN/n689fCTXr3jxxSX/6Dl9VlfMX+X/7D+6qHfRZ2nz+m0ZcX4yuGeSP4Vuf23za3VWdPnm3JAxl/f/w5Lz+eNgfepPmG/gppWqpqnKxWPwrut74sOchg8+f11wZrkwTwhbKj/HqM/BhuSfIRctu+dx1yJt34Y1Oz3lgoQ60nXoU/lT+Hc21fl/ho6Gs7b0/+ev4ZiW/8OcVn+d/yi54/EEqkrxxZ+I5cebP4Kim2yflX5t8vwjTIK7u5tkh/Dfita8Or+HDknXC/D2mlG/fJxPqy479mcXlQ/DGCV928qlU4q4butr/4KOX7yi2X4evP9otyNLNja5rWbtoy1l34Ls3e82BnaWfjeGzzFyZz5MK93dSlo+uZNjzBr+HaN/pn834nHxie4K4Ykh8F+OL492KX5R+Wb8K973vh/IDhsHe98KVFZ/eGXtyd9/9Kwa+Fa3u+ob+n/8l769QVzScs6+5qbNl5+UY/Dt628zdU18O4dcCXhb+FcnI3uqOVe/SNcPK/58d/WNiil/fw1hLZzqYNwyk3tH//BfqrVzta6cfhHw1n8I493WXXlz+DDL6SEG8SfjC5IRojjUTrJy/9YIL3eXyyKbnr83PbQn8Et3ywrjH5by/L914IPFb1jSk/JOYwlQBqknThy88O0NS3w7zb8uUR819p04bnv7Pm+GFr//D+Qk7YPnuE+1n6mu6c3xmEo0l/x+e7ae1O3+Hrb8mardThYONqav/w5OUrXwynFD0SlJFIdGiYgadgiMVARt9fgmPWeSWWnD8F+7XckqmWh2alL5f38KyxVeZRd3Uuv/+Hap7tTUXVY5yf/wTdXJG/L8NSWIaWl+tnCH/5659JH/XuCaHCpLJbvt+HM1OWHux/+Ha78MvY0y4qm303T/+F5p75YmxSCJTseaYalOlq6nxs3Mf9J+OsX899VH6/VgfK5geovhnb6h9vOvs6VTIvh2EP5w+S/4nhG/QTt+UHsvr9Ddy7W91rUnbuWvjDy3Zhpr/KPBt1fh+XNTyX9vb14RuSUpDUuEwN3rhWeovkz9rbMm7DVX7+Ftyw61hFvDVrP4NfE83rX8PWuXKvks3lfzoIdwJ+LpVLnL/hXn8vPu5D9h+TB8ff+CDwRuvD/hJ1/uapBy+So4XmT+CvurJM2qzZLS+y/b+Gq7PK6nP5nwgeej6gqpLySvukcX4IKl69TXj1PrDQ6F/+Ht2t3PqugWsr8bPk1+//Dts2/HrlpYOaK/7bFf/wv4e6OpP74YSJ6/G+VNLfHZM0K3EzQOt68nd/k7v8Et5e73wtfYLJyXe73e1h+GpNu249Lf7gsgp8RWu80q+wte3ef6jFXMapvhBn4cy621ZhwTe03/Bhfau9fmD88ZC+u+Eoe9V33l/6w3nhdmp2//D/VZT8lS+wdcov+Mq4GfG5t8vXT1k6cbP4S6EMSfDWin1fKEjhXDsNQ+HNpVltm2L/wRTP8X4IppKKfvwpS4rarHbewizd83WNXhq7ev8PLly+9+N3j+gr4yps1V77aMIu2T/0F8uZURbXxny2dXGyl8T5WDs1aT/JZm0+/z18tm3Bp4ct1DlhWu/TbsmfBF8+y/gwnnvu6w9MZT//hu3Dd4eLIVZWkdFKgIL/CVtc0XtS/14V5nwikevCrUrIbp4LO9dJmy/fWHb6yc6/vzfstr/815l/wV73pxzhun2fgwl/nStSYR0gOw9gL/w5lw2O1f80S+X7Xw7VZLussafF9+ULLfwhLz7mbq83OHPgu5rPpqyhniC8E8+dY96cPwSYc43b8PQge5fhvAO+muS285kMS+xx92/DNnTXhc2//wT6aTvv2/cbz8zAr+VfSpvuD2Sg12HFzqls/+CXn5jMunypx8N8nr6cM1zBp4Wxvy5Mu6jNOsNO6DK7l0FxZNDnwXZnDe9cPz5Th81f/jdGkazOs0vval+a+YZZZAd/CvKxS3VWRKKSD68O8Spod3uVvh/O8bBu+G76t/NNwPYD5fX3C8mT6r7+E+ml/hjqmlfB+jc49MvuvQKeeUd9mM0bRm+gLT7w7fS5IF54/ZhqW4UsyNy+fhum65dXX5f+rBhXTdu+2Ycdzo2RVRRSn4a1TrhJ46vo5aF4Z1Df8LZ8w/k5Ag/MQf5LT+DDUZpyxq61mpDcXD9943EPv0iQdzYtUub8dFR/QN3DszfBNqyWldoNfJkdX4c7ktTplpXcE22uy/WuS7/w9hfY82+eS5cCF7X1//BfO8my/LE2rbKZJ8v/tDb7keG7Szq+kXIWcoONYrIM5i/h2xcsmN1qor/4w/fR//Dl31GJ7Cf+X1+xnLi8l2W6WXjfS/3VAgm7UMUh9vb/sMOl/l+/UP32n1OhP9uvzCcM3s2pZfrfBZJLNj3d9+X4vxfUxP4e3vLmyJzN2TH8EnlGQX/DfitYapL/l99cEW6fL8/CW9s0seg663w7Ll3XSNmTPVbUqVeJUMsKetrDPKzhS6Q///hiqy3plxfU4NKbsGnnrxmn/Dc2aqWp1cH/8/KcbyB8fm//BfzRKWPU5dfX+fU/jYEn6Fgznx8/zb9TQ7h1+ee/w9NbPtru25uoZ1JlOYUIakX+GJItM/Wkv0yXC0t1US4Xw3y5XnTN//DO0b+UkTrPX1IrKjcT+GuSs6+GXzAw5t+FuGOzr88HTzOt/8FNJvtc+Kd/4j8O6qXybtt4f+Msq4Jto3/x8uZi1dfIv8EHd1tiFuT561D1Dn/5f/cLzZVJJ24qb/KDjZ8blzM1X06vqoR/nUHuH/CtVj1Ir08Md7//DE1M2Zo1/x/f8KyZbtSRdvh6WE0T9a4UnijCxfsd2qmmuL34Ji55c0LgGvgrI8OLiPm4jlpLh+HOqu05t+vcL176pxTR5kv/BJP18sv93IF9Vn5mnhqdchuSaSXj/KGvjb/PLN149zfjHL+Gr/v+Jk5V6T7/G03Mz6by6/GK9WCh+KhZvy/34ey/xJomQleZ1mM9m74evDu72zZzd+X5Y5X/BRD497eT8Pwp2ffdoK1+3h7EovwQVTJ88l84rg+yzxDOwl/3wzfZKrhen+X9/D+73zdqsuffzlQy7it8m5P/CmW+tXe+f2ZfX8ZJH5CaT7rvaBovpcQ+CfefDG+sb8K2ZDny5ho2w3On/wrz9Vy5cm+wX/L6b6hXyNk76/PWX/FXtV3XhnO3U4bMeOF6vRf1dwV3vXXjv2rwxqqeSth8mDc3/BBJkznq/HVN41h12Mf/Hybe8kjnvJ/h/tqffpXqs4VaDnV0EWK+/hTw49P7+T3rKMfhXzXN31GSp3yZl5gSYPMQ/cnsjP8EGW+b6yd++QQnEVcFq3w9x6mX/GEjOGeHbNOe4dYYBt4a1vB+GFirjT89frxs8nEvhmS9tiUdG2/T+X+3xGORu26r4RfPVsF3nP/yVT14e831Jwxmj51Q9ZI/GxGs2tNQ1XCzYuz9I/h05f73CuXt/L2uWv6L/a6y/Edy6TxeX+vBFFeJ4zXlkoa3+HM+a+HujYLfglyoJJXu34JcvWrd7G98NW6HOUeFsK5TIf/wri32xdWyGGXDstP0wHlAAAEW5BmwAvwHn4XDXPubqYWYVgh89z/4brCjlrr4qPMn5f+8Ee86XGJf30wUEju/b8FeFvNR3/YyTd5H6+wSYd8Tt8vyFzkg9pfDPxnq+3DcO7jl/+r8Xk303XjvHYvlnyaSS8nLT8OSW1DGTsM6dH/8XZN22uZvwT8cW5HV7b3wv03Td28I0kqkvpN2g/XQaeGpl5/mQvw//+Fr85OvCNjK//8ZXufOp/1qXv/w9d7ytN2eX6ySPdhyLxuDaOWyaz8M7dVB6wqH/8NVXgsCyFnDFv/heTrq8y7eXHb9g/9eoIMl+GXvhPRyMUiWsummd7mGdeFozTa3cOWTUgYSoAkYOieL/nqV3Dcf/BZuvTcnWKYYfC3ijnysSQy+9M/v+GeG85OvuPh6vJfE583f+FsV2qqajkvRFHP67w7H/cWM3qqh8H8cg48PSS3/h/OavfOypxzPI8cgeD++A0kc0K/C9auGnusMqBBl9HBsJPO//G3n8qa6/7otLTad4PDH//L/S0evpJMvwbF/Xw7k33B3/JHWWcN56MfHWj/C1ScZ5/5M6/5XZ4l/hvWrl8/LMMQ4KQNT827N/vSJty+X9jbP17j3py+M2SSxfj7MZ8HcI4H8EVdSi/Hdb7q7nh39DYc0fFe5cbdQdLNmzHbOZIjcR0sN3syJoS74a5aTCmXtEyh//y4SdFsvhjL+50WzMOkE08tZMeMLqjWX/XCt9kTiuXVhh1six13razrLiv/BdPHZl4b8z6/DmVvjf1DbhL+t4Y3d7Rc2cQmR7f8v/qGNuM08+xfDO5NlIlfy/14RtBL+Wxzbn/97PvBp4XqlLKXf2fZR6Wt/nsPTnUmP/DGM937DvmdvHeYsWplD6G7u0XrhKo1oL69/gjzv8K8P1UOWZV4ypY7RRv7h2THwX8v5o1/VO7P+C268u7j4em8jrYR2qn3Nw7X9H+8PT0Dsv4qmGh8I/8s2/w3JtbJa/8P2e4P56mZYOSL/L6/jJv3Gl9w10cZD8so93xsm7yxa6iWq81U9Puq1Gnl2hFi3PuHNl9peFr2qhPuif2+UHYbhqv4L93wEveuNb+dcSkP/8JVnynD+usNc2e/DqXhD+28Xw/upoyXPbpP+mWP+eFWClNJ0qyBp4IvJ58v/eNvq5e+XaeXVMSn/5f/UGGf6VpVw6llXCX5f/oEFZuH+VJ9TX+/v5Vo8ND4Qv3jq+ys8v79gsy0f5vkVGoz8EV6eL8KyRzEqRfVBLGCHT7X/4e4e9Ooe+N9Rmp2NFjaz68EHjUhNzY/vr7KuMU/hab5EOR/3SQ6PeXRmy4PPLd+4X4rh7J/rjb5+HL8Ya6jrXutfwzPWtRZkq//wU+f5MhHzm/8vwvbU2stb/YJnowEvqdfW1ImHZY/8O478371ZTr82C+jf/w1u01FwxCMMB369xeK3O207g08LzJu78tVhN6P/w1e92x9RL/T/wvnzylW9Q7LS8oM+X9fBHqaE9XllTf+CaeO7Unvl9fwUeHvV1Y/JTX+/wYU9W55fOKRcqGyOujDDaqvguzPX0iQ1vrG1fn2tXruvtzf8N3vsB0zbX/Zfv8RzXn3+F+bnXkyZ84k8hX/hiEl+FqTvmqr2QoDfWb2kdABVahVfnSfgivULeg6w3H6bw5MnCagwM8Pra4NPGV3UjHd8fZBv3H8ZKv2n3/5Pp/ZebfwQebJpG7tEOYVdoqhUxziVch4J7tzfD/HMdu7rX74fTL8v/kq5+G7R819Ehjk/+F65rki/LMPn3/8LyIJ31lSGPX38vv+FODd1q4wy438yC1DPw9ckd2uru4mpMr/42HcvzvDou0kfPLzjQ0sjA3h50zKkn/BHXWLf2GLvn+q/nNG2X/vDcOcq7LCvzWUJvCvwQ+TXPwt59LkV1NEzszA1JrRf+8MXs+2XqHbN8lAzFmGLMLuuu5BPPKf+DNctBflXbhh93HDzi9eG/P+khLVn/wQWsjDRpYYw7X4I93r/wX8/hbS91csT0i/42bz8kbvsOjlPK13hyan63X8J3KOVfMgl9fwrHvbNnlVNfiNoI95v+HqVvyNLLm1TLh2/cNRNv/8N3D7JczjGfnl3Jfeth2MKppdzT3upu7env4/j2Xw9Tef82JM9VpmHXJ/L/9Ba++bCAyJQ/3H55/8NSSo6+G+M+/8NT2z6lUjMT/ov7vh3dM1mnlzOfj+cB3akjVP/4frfOXXDezZ/8VmXMsj9/wYeEnRRNOu8sNzn/BDh7w935a5aBNQp/J+6DTz1POv/h+745iz9Vy+d7Q+GtYX3zcuJfBXfdX4Vpi5rH4Y+T6YrUhW7/8L5K1PGK6mQAT/vl//+HLd215OSWVD8TUy/8Vy5fWX/ug1e5fF+OL/4IPHlWu4ffhkgse3fGyVfmt6Xw/ym14WvjffOpu8rw3E195fX8PavfU4321IPzP/gumJGnzP3b8FN6m2nXPr5fj5WPJ66jWXL675yLIjjKV/woUmTxSNu+K+Or5fgvlllX4a3HBUj5kMf//wvjtNrI1fj8g69g08NZspS0KGp3H/ETb96/BJppXfhi2o90xtSLPl0oQMnKNBzt9/gr5mMW/PJxL/buNvvy4TOFVIJt28mXzbPWX/eg4RLDZ7qRKx7RzKWivL++o3L6J2trm/KvzZ3D0mTEv/4ZKT9mz8OzU/L/vhbVskX65Tisl/+CaZru4e9y7PwQXebHXqZ/Lw7fX/xPmkXY8O9X+G/LRYfW+wvl/+wV92t0nFZo8H4Ym2+4bpq1nmqe55QxnmE+CO/D/UvNL+W8Et6ZT8g7G2Uv/2Fb3O1JJt3HJsraJvr8v6XggnvfcakKxmdUfjY4XEd1p/8Lz71aTXrynHtf+Gpfesy+s5QOM0yDbw1zZWmYXYF/+FeleduqJiuwzHrErmn+C/mlztkKXlXf/qHZWXMP59b8t84Al3Z3//5eN9/BD2ngy/9qfBlkfP5f/oLzxXcdpzqGp92ZdSe74L+psSqnSVcCX0/j/+DDdZuPROrCm1EGXKYc/4YxzZk3UY7UEWziYYwbKt11hrw36X8b4oRcq+F764amWs85f/4e3V3N+o6vwo8T3ST/l/7oEVFX4/BBP+GG2K7k/MMCi+NEJ9P+DC77dkqx7VIwsYH/w3zUqO9xw0vqd3nGhP4LMv51TePaTyN+CGf+CDTx0o1Hlnd+7a8EEYltzyfy7SKVFDi49Pun/wR8NXBtXgrvOv3vn9vwjh2hdLmjZS38K87qtHvwhtLorBds3Cfda9rrwz5NX+OF/Wi7cP5s+VrXGyaa4rN0/mjdvnGflWzliLFPqPfBNJp2U8nXai/deC/y86OtQ67/yA3/hbu86U3pRZ0w1OcwT/4c7uuqnj8v290NmyljlerPy+OeP9zPKff+Cbmtl8e9ufhjOur18v986KV4diZANF3ml4fZfy/v4em/V95f7JgWZx3//PUypqYx+X1rwRSt1+fgm4Y93tPh+DDl27d2/DK9h5fWXwV71WlPC/X4nqmXPRf+6PXytK5j5f/UL5F2rHmTtnFjVxmVvPX4anj0s7V9cgodG4P38Mw09fgs0k/+/sEFOtkWM8b2vpTxpmF//giyfl+ex8P2JYSvXhfaqler8CJ+bny+v4Z+L5f4cQ5P1+Fskl3I7UOyy2F+On9f+GJszXLLX4dh6XRwaebWTZf9LLxhB/DWqkZYHnEu0Udag+FZN6j+X1cZ7/8MeIeXL8maxaSbQf2VwVyAm/UEFcl0n3D3vMrPylypW9r4Vy/utsINzlCx502pfhOT9K/4f8bprquZrCSJX3/w/m55Rc+jfR45zSc8XVeGv+GJSup9JLD/D8Vunnr+GKzVn1VIysyUpR6ZEakrdjvhjl6VK6/qaei//QKNTZly7lF+CuuQyNRn3RUtfhvHVMssWD+bkUy/X42temfB9fr19fVFJpkNnvwrjsnu5USz9f9fcGfgn8KZzVWc/D/yaKtYJm722HkFg7jl0adv4Y6pvdfS+ZL/+Etm9d71xu60ZpR26V58vzXAl/r2vjqQwd9dYVyfvP9uz+Rd0OZD8viv4L8PZLNacmcPEyJyrJkCxhw1/w7tv2p3K+vzwNcbffwQSLoNST9WrrdIKUoEN3efXhXdru6+njj5en8EGnJDKu2usqfniVlQUN9Y3LmHb0KG4z+Xhto7wY2IWxIGuwtF5oW/haoZfhC5nXmsxVquobXL+Gsv1+XtOfy73v6D9a7vEv+XzbTGP/LWTCy+FqWp6zquVf5f1rG5tz8nfW913PlFD9ng1L/fhvNy9tVKOkUkPbtKlC/8LSdky5vP6m7o2z/8PUSuvHlyae74blADZ5hkNoal/7oFdc5s3RW8svv+Fu7ZyEl6JffF+Gkn4/l68Xe/d79wx59e7Mv5abl9fwX8uTQjK3lLF2/DNvf/4ItOlHMv7baQL+Xg6+T1leE2z34LtwZJPf/DO9cU1cb9/L921QWgi/m7e+4NWyXkwfbMWHebX56n+n/+Thx5/+H91Umd7vynQyL/+CfVvqlFXggjf/pyKb39MhWF7/+F8qd3fwriLvz4NfBTuszGUBqrS9l/9xd66r+EL7k95/PuurPd8gVMEVZH4IN7WqdEfqPK5h1iVNdTB9ot8F/NdS9lpOrlRgj8sy/Dk5DwT/jfN8cl7t1/VOZ3DdruEvLJpbWMjy+6+Ivbdmf4ayvvhamH4k8ZH/1/8M1XX44Ck9l7/4/KhuGc+fzX+HpuRjz6pdZDaiXtaOgGWsQ36f+DC5980XYMrTrz1hW/5f+8vcvl/fwRc3sPgh2lVn4V1fdz5U3O2cP/8FGpCfe8H4Y8Za+XMw82h9npptfgr1NkzX54coNPFcq7wq0/y+aWX6fUF3CfMsl/D8PVXyPezbd4MqxK//D9VJjFXIvP2vCXaRwsBBv/fH/+HePrvT+c6UvB+ZvDNqfha6mMM97Rui7LOO4aEvrwUbph5kb6bPwQW1mbu4/iHhBly4Yvi//Fav3Z/D1S9Zf+Utn3mgl/PUSdjxkG+FP4I8xIEXtTTwfh+UdvtSO5+2q7+vBfyfki63K/+X+3wpkrNr3rvublzfI6phL9fh7m1K8+K6nrh36JUEd0y+v4Jcp73jPRvx0pRxe+663l/VXD05cp3b9218I13zrFdITBqX39wV3d2uSTlg317D4apWni+VCQLInJfgsu+1DmV5JtYfhbbd82FIrG66iPh5JlpfHd3bHMunGV/gs3tPukb/UX+vDPJGveoR6OSO91//C0odhrkD6WyY86+xkUka/a6w9LrvO1ekC/JWXkGPkUhtY/FL/XhnMysnUs31NGz8v/WH9e0Vr29S9VnSlk2gQJGzLvl/esMXx9TJZqXw1sv/D88ajXwjqJv/aeUcSzX9kJGGSHXlfggn0yeuTwxk2sciI//4KrHO78t0m5efX5fgg3emfpq4lLnfgXi8I9KU+9+HMi+qRjYJtiZtXHq8GvnqmET/laLyNmkvG5mvxWPr6z56wmf6T2QIfnwgOw7jtH5c+LN74dnuWjEyNuLdWiqkLHBMZh8tnbeuFqv4h71/jz0aLy/94a1uvnCauQwvhvPr6/KfDi62/he1HGXm+oe0nGdB/+NyFLr0l3l9Vefmr/xu4dUGp6k6+uey7qd1lD6cqQ8Rbl9/wnu5ZLkX+H7l3ep7zfKCX65+f8FlBJE4xApff1BZcuM+mkiF/l+CDattHs6Da04pz7Ggp0xgbKZNJtv+Wld/hum+v5Lwysf4IJ2rXmkmuc+sOS5d/+Cjy6PVZPsOwjZf9cP7u62dLmzv5Yh8WB6+wR8G0g4lEGi9wT5k1cIZ83Zf/fX4Xm3qi18z47V+wz+Lnzz5/J5aPwUw8oevIvGTvkGPwzpXjBy7+i/64a8KMqvjz/845XeCKPUYu6W2+lBTjO3zfIQv9XvHjn/DNqb1I81/vwra76j85tc+7jpP/y2lwHlAAAR0kGbIC/AefhwNZlw6SWYv8BR7HfXfqCDhb157+72fyHaqfwXeF8INT5fhUnP9RczR0aLtuL/gk5PbL/1hfqnza4l51mify/94Z7lL+H4Ztz/DRdTgtYepu9D/wX8tDG5YbhkxkFmr/4b0naXh3U2v9eCDnHzaru7dQZPX7ZgewvL6/hvFm6mKw3xv/hXy5z9fxx0oL0PwX+bze61LX/8Fvd7VKNJ4W6gmesktg2GXq1TjXZS4eX5Fn3rgjniTL5h8Lcb75164cdv8GfhfQe8X58cn5/8M073Nv5xu/8Mwnx1/X9zTx+8kv42PK7HS43y0+Mr9ndHRKDP3/h3nyH64x/NqnH8639Q/sf+Fpt5yOuX+Q1WHHq/kkqf9e4IK7W2uov0d1YXzb/y1NGq89fsw1OK6fcbSjhIWtRR+7t3yjnuXIGRxcFnlLuiiXnrMHoei8UMXvK+Y+N3eW5uZmspdjH+/R7uaJYQf5l/rz1SUyv/4ay5qdBK3/wlkjL1UcjP4YzYb7u+Lh369WoaXYHnPqWBt4uN0dlsxbCOX+/DW0FVdT9n/L/l4dh70oBQt37Pl8ABCFd3LAy2mGoaJ/4rdVUo9/Nmnrw1aJ9Wm3K76/BBS3VSdv4zvobW5fdp6LDvJdb4eu783Z8vy/hyTv/D/PeEjHlL6OYY1i1PCHzS/8P3u743dZKhOVxfsX5QvX4X93e1Xwl/PXhTut0p/7v6ov/WC+f3dV4vDva/8nNT8F935rTtsfnkn/8F8qeV3PVf55nnTvvC0XJ+JcH/fKZuZbwa+DC+154xeHZcH/je0XMsVnzSvplIt8Y0yKR5D+GON9mRjfkWt3t//BVmk/uWUK18vw/x1X+E7VnLmFBL/21xRYzF0kMSwPfBHWdz/PwrvTPnIXU6PIrMx/wrmf6y/XI6Glqf/jYe0o+Tc/vZa1wghfWaaj8kvl/Xwt8kbkrW54/v+X9eg9vhJsbxvu8Hzh95CQt/C3kuWX16wCD9f1XLYmHg/Q14akNXdfLQoWPuvC10n1KXZhWnRYwJXh+VFhb4Y1NJhUN1u2RbfcNblynhku3hT4b4cZNbZd/r1BZqVB4QzQ/8+ZvxvJ9YW0l6+bqQzJQ9+DUv/eSe/+ev1aDIcS5Pgw2uowqWsMr8VFc7/wrJvwy9rNVqyny+v2H5M3brVa3H+QNBD4cfDHUPeVE3/jhu6K32GJwq+gxD7lbOsXyow/H57xl6n4Y0TyMKyeTL7gqGVy8xeC2X9tbBBkrRbvD/3lNFNVUd+CEEdDm6m50v17gk8n7L7euHvApjRVus53cuwj4IOwcy+H8FMj87z3NlLTjL9/haZ+q+3L+Gna68Ia0o6g/mXXjfLJ57kP3Og9+YuHVj+jfZwha34MMdN0zoAx5lV6a4MMS7/eX2vUIV+I/JC209Zfv8Nd3w+kRJSr5HP714NPBXGWj6Rfa5tw/BNN6rWnl+CCWj+ai4xTKLyaNpV2jXXWFbmVXJ+/XTpOrdzOZBeHtZTqXB9aVOPDV8v/4IbpbZf18L70tt3CZBUssahd6fuG7vnVeza4r/4ZzfOCUHW3+X+/CuT4Y0fynG5j50n/hXpvJnL5wipY/wtJL6vX46lP/fjvfDc+dSCcOWi/l/6cL2sR936wyvX8i6tQV5IIJWJoliDzxwdePg8uOr2hqGEBvm0O+4e5nL/1haFaY8uX3xVN382/fqHuS/L17r/H9fh7lw/NpnYT1lVPYy2BP1V7oOMyDzULjgNPDW3NjGHcHf/nrjB8dZvhi+8wL5f38K1mbtSxViLSPVw0bf4V82vmt7cfjVzyp8vr+Fqve7n8pFsEvlL3/fVjbv7py/OcsUfIB4f0GF+OPks5+G7u005/vHa7P+TWlL/vlx/3+F+NL9tV+Hr2pUUrw9tzWmnLz++Uc2gcP+X9/DV25uuaKp/f8Lbyshj31d8gWLPOP71wYR1b+qXcaiWVzmS78ENutsv7+DDeeN021ox9j/L7+pvL/hLqZLP7Xwrfs8nUzYciWffzI2xl991BXhZp5u+f9x7cz5/Bp4d3t44uXsufXfMNzX+He59xd6l+vzDhnvC/wYdzdxnN390w/h5S54cSU/D8jOEtUXcNGzZ5UsFpabvLbRU0m6IvgnnmGZ0eH+0/ZfX8K2Z/NeKHXa+027aCl/fwSWj71vVRuMMcWGj88SbrxcuZfh3Xm/nr+O78v67hrDn63tqT+Gv+Zf/oM49le0Zf+q3/+Gcm8o7NXt62zDN86LJT4ejsZX7hFufTdv+Z48/fh+eJMjNi9tax2ELXleCX7Vf+Crl7qWfkny/DWWOz8woVYifL+7qHea3VBkxvfBc+nT/+GLvc3XxZB0gJUov/C+K3y4HM5U6fvw6lsqJgSebl/WnDtpVDExaO3xTnoQGsuPgn+O3lu7fl/63PKReDTwQwtp79+HLt7I8ieLP/jYh/1Uq19ZS5GkB8e2jibIWl/9IEG8+p2F8/iX1yJxC/8v/eHs0N3feM2FDV/L2yjRhNavjc+b57tbVSbr+CBc/P0iQv4++V3N35xr4YjXtBk53+4/Hn20Gp94Qu9yqrHqR5W/haCB386t1OSb94dun/k1T/D+SW9FTXb5UD1/5O7fwXyYSU2B3R/aEvNasFXHo7zl/ghvqy/DxJffC/o26yXL8NPf4YKa+7btbX0R0/y//Q26UrPJ6cHHeZv9+cVKtfwjyyrm5yeP8Mz/1DH3/Bn56w/EkXg6HuuuEpf98MXforymP9GDD0Or/wXWbVbvb8FVrV7TbTq5R2X+vH374XaW7fPv4Xkz3u/YbnE/y/34KSKmT8bzZd3f8EV2kZvB+FivkWiinE+oMt6LES3J/+bD+ddeGr2GYt38iptgf+HLUhGvnDpge1D/BhbNT2yr4Qzxf+/cMXJnJgws5x35dn34W0k9vtt5UAQ9f+C/L7rftKOD5Q9bVvl/6wrniZ3l+X5ERi5Y/wtt3qm7CkNdXQQ+9sHfhTy9E+7t4b6jz7O/CEuQ7j1i5vtg18M1JyS18q02/ir6rv8d3G+KU77c2fCuE1vOP+Tr48Vui9/EbFM8v9fgurtZFFvw/SLlpX72l88V/hLm64T6i5f9dzZ1l9fwtyxabtNKzw+lK+vcKWt5pef1rFN+Cy+rzb1NrPxd9KT/4L88ufX+/mBxsl/6wVy9l2nmqoflO/i/F7VTcYQf8P7lyuw/HfFd7iIXY+OhJyD5nj+CrH2ei3uQfmlGPwS3NN98+e/Bhuhoskqnzf6+4NC+u+C+anza+XznIqvwxDsf9z936MZR/wTatquUzi/C/jTKzGXCP0yIzzSLbl9fwYaxjS7mXw/r/fw3HO/FKF57/L/7hmf9fhnSs/wTVhiefG86n4Y6bxqTr51ZwWVFF8P2lM3k2kJ5968Ms5/8Ncvc4qQcS4lROqe+X/XBHnzbL9/ha1VSLvdnvkyS8vtX2Nl2/k5kU+xOHxz5gvkBh5/CE9Nxmr6WdvxV30y9Pl/3oEHP2ifk+SLes4xP+CaMpUil+F72prvZhq/9ZCcOsndb42ivjq+9T8v/mrZkf3p0Had7m5MfsnrrUz8kZVoNfPWTXzC4bov8Ek+5qSpe4KJ7mjUm+vwvdsK43lXlhPl0v/PX4fi2Lh0qOGYp3Cl+XrCV9VY+tcPRHDX9Vy6mdRH1SJE2xjgcLb5fCvN1UvVVWu7J/17h+vQb/bm9pZJRWPOtwyye18GG5v7u4L4ZTnL1er+Ca593u1MZf9rDvh7EXj2eMKqcP9FMokkEXvWgv1fG3dLy70kq1UhUeD7/6eqhXLkQ90tyOhLx/afvGQrsReX+vBLu0/nwiV4KqRPyNf2hXr8FOSWmcv49j2Pyz/gz8NcslX5VcOxcX4Zlquq+Y5Vnf8bmGnpGz8XKPbT6zB48afrwVWmupMm7vBl/7whrW8xKRv8fkjn3NmSJ/8EGmnJDFytPNQ8yf+X/vBBpLfvq6+UHG/vM4lsHfjZ2d8kd38r+H+HZaTFV+oXkyLVV9ZxolpIqfov3/l9fw/259dkiLvZzYmmF1OZZhTV/hre6+avH7ifqF93Dg8q1RzsrYcSxQS+G4TpJGQNHEVK/DG8jamWZpi/kDsN9y/f4alac75x5Pc1qX/rDk7qTq5ZmplRHb/hnlvVwxvu9bwa+DDonZUy3BlLECt/+GfJq/wh49v/hyfrsw7kGSs+fWbFvh7lXi9IIHUJfTby/3CrZ8PWreVl+/w9LKlt2dbe9pVwuUSrhJ75fl/+wvtLUT4hpr/OuM6/BfXNIkl1nPyxcPx/C+7O0HatYRUgVZwxJH/4fzfb38OOlqb/h9h5bBLwYX2VqFtOmUyjw5xS84Vf4f3kfDtD8O9hLmyi+Nn3pb4veeJp5/Dusuz5D3pWbayjpXNr8vv7hm6/L/NmcGui/f0evltIuM/wttQ3RW7xv3Zh+2/hq++E1J/g18Fe4b6Pu95qsy/14KvM8/x5ZZ1Pw1luvVerRrMHP+FpJ2ku7a+Htxblo5f/cNzyMDdUnB4YKv+X9awzm0f7XyjfJfwrNmk6S7Y+VRv/8Pa3mX61wuH1s5YZ/4+qj/9VOf3f+Fqe3j3brJsv/l918F/hCRof9sr4gL/Zhukb+H5I/mwt4vi/zFnRyQvTxsMejxnLYicvTj31twJlFTKWv/L/fQMJBX3q+KHl+Sg6a/DN+W0Z/FeSb5Dv4nK1lzXb+GNNc1fvlCZJmBvL/tYJ8ue41TBT8F+jreXg+aebfx1ckuWS9oGpf/sORXeUsoyNgvuWw9ERrwW931ajfgv0NTZhZROU607jQ/4Is0bs/Cet3d/wWzRPunORurw3P1qvh/Z0WRF8GHut65R96+NIqlF95f+s9UbeS/+CqOp8W6rHqHDrLH14PwjXXllSMDdl/rwX8Q5Vc4vx3Xy/veC3if4c4ZUy+uuN7SvPJeTafceOOjZr1rjYaP3zUNm++7qH1/j7F9eoL+SO7fCX2DrtzkRlMg18F+9sep9f5xoNuZ/Bfffdrqc//8EWqRdb8O09CVHm+k7zvAdocwP/OpGY/r6BXKQ7vdR1XsTsZf+8LbVJZPgzLv/9W/PXG+ct/w1y4q/D1+l3l/mzFC5fxEEenXpjclT4/w/rStNqePnpkcJmjryIQ1yuvobxv2S+Sqxby5mSG8Q8PZhIE/ltRhTK+X1/DFLU2ug73i+0CfZ6q+fF8Pd21U15ShaeX8BL777X1Hvhfn93e0yxROYP+qhjol/fw7x6r4KeEPypUPwpkQ7YdS8M+0i/+oe1pTL82eHw6vV3lrL7qXhXhfz+Xyb7H0hP/Bt4L8uF62EVqstF/+HOfV757p/gnhMyPaVcqz89Wh0mRvWH/w5q1YVmrN/vvBRaq1jfVS/Dlzd9z8JfN6kvJ+X/6H728L9NmL13YXz8To1ZKLOrDAqkH+vG3L3t9PLGanxv8kjCKfAXw/xhu3/vOfaXUMrhSRYpcFr1w7k0a+W7d5e5LuLMKPqzf/C0bXq5J2+UZViFtQ/BfJ1+dsGCP/pr14laV/wxNPHsGnItKDxeMuyJyf8OWtV+28o9W+H+EXS/O1IltOPrMEsYejKWlHFuod5e8322/J1/NIyHBp4copWcX5nzy+Hrlp0rvm68c7/gm1bJG5o53fjMax5ShgVM3NW+j9+o3v77a1V5OXsCSaJqBzmGzJ0vn7Pw9fj/4re6Z//BVb1zrk3z7b8MeS7z9fh6Vd5f/cM7UmL7kcfiP58XzrnSjE7RfDGra7kOwcMRV7Bz/hfu+bFXhN/4rYzu+C2GeE2nPrvZ78NU5PYlK4xl/8F87XJL1VXNX+X1/BJrIkw/BhIv3d9bWmX/4Zu+vHSOuhGmhvs/C27ubV6+bx8pGHDaGiW8PhHz6l9AjjiD8EGfisJf1ylD5rwzTflDkWD9n/wzLu9oTtz//DO6LVppdP+X9VcK3vwo6dh80z2db+CHu3nH3Dvv13iIrQvnf+yC3l4INbnwhLd+CHLrp+HlrfXqHLnKa11xgpfl/r/wzrSykyav/hq8rbDHrn/4Vkv6V2/h1bX/DXLS49gXPLXhnnbTi2XKn/4jenM1+X3/BFm9llAeUAAAQRkGbQC/AefmDVWw998Ecc9NketvwX+bvPlWiKThV//4bIEPV/64btrzFyJX/4bvewDeA/NP/hykm1Z9iN5ZS/veC/tPcm6y23/8Ml3eX2yh9mnv7/BHNGY87fgu5sWtcMv/eFeW+4/9R7pwRv+//hnrstZtXlB/L/9hrhf7ceYPQm83GXwxbtcc3r9CEIyoLj8MdN+X5jkNhu335f36DkZpu3r/DcqvWtgr7Yu65I7nvwR8c7ZBn4axP6077D5oTP+Gtbr4Y47kO/w5pStUPqrZH/wvRCXJG7uuH5uWL/4IesPdPL8EN2+b8E+sOVNl9wfiLvvnbv1D23fVTT+cetSl/guu/e234ydnL7tR/L9ZNl/rw7n+f3kZWz+O0kYyJFMlw/+HarFGZ/x/2UAPyCfUy1xr16jZyJpExmjkZ7tVKGsp+p0mHSk5K/L9fgq3G8rakx+XGy/9ZeGRw5f+sFPLmb+Mq3Jsvu5Kh2pTF34f4ZMJ+CcPB1Lqf/8L15CMvM3hdg1DtvTrmVFth34dn3eqV+qoc4CsdBy/6901Pt/gz6FZvZR2nXh6ry+VKK+qpGKW10QaXsf8FNUi9X0+/uYz34Y25uMZ/i4arn8vrfjcnu8eXd/Jvkg5IjpVf8EV35vxtK9cjVyKx1SROHwpRYg+NQWcXxsSfwxXdrYfu9uE/GNf142tU+ReF6uy0VC2ZfhgR+TetBRrBPtbX8GGfPHKSv7tcmHPi6d5af4JIZcr+VF9/wzybJHKOxm8VDcu/OHQzcn5uoZ4fBNtGJdZwfgo3vGMfD8P6ld2f+rTlped7Lwa+TJ9PvD+5Ppl8N+PpNd1GMPuNas7RfS/BffUrD3VCt/sRhO0ZV3+Tn/4XtpeKzdsthpdpoZIJyTLOX/7V34f7rui82OcNLLxmC5KDL0n4MIj5LL9Sc4X5JrG/wtyeu6/yhXvIK/DXIXvGnWOaDUkv/wWV01qtay/DEvP51Lm2hJnsqxRMIfv7YV+CbdbM7/jaV2zfvUtPGaV1Ohtn/L/9jefTyxO7LWfOXwfOeLsm/DFzfDvifytw9zp33/CmPsvOj3SVSZzPw3GVvczOOP5//CNs5L2bn//KUO6v4M19CjcPVKhX15O4+qL/9hgt1arLRfgXbPlNcU16T8P8xIxdnU3dwSYvQa23CiyaPCESvNNGjwyaJfGyaIfvykbOpvLm9JMPWFavKn68Lk2lN+M5dTLKBNvbz78LTZM0UcfZfIAVdP/L/WoL7t3VdsgkXf140uTUUkd3+buAzt7gT/+DClwE7crm7fdSredxka1LzjiJj14etN8o+EDpIz7O3dcxmn1odITov65QYE2dstT8LapcRBp6pPUijF0mQb2tqAhfnBHLR8NwuvDHLG7zNYJgT57sZ8c8xxv/rUGj+gQVU/u98by6/PodmWvRIqL/Xgh1e4IusEVa2Bi+v/4Ir7X34Yis/evJtx+Hvb8EV6jeYPwRlDLS3+0GfYXxBzitz4ATsOyhF4VjdUg/FT/GyKNUpNes1baa3dTZmWpA8lhvt4RoveV9PT+erA8TcoM/4Ty7PueDov/RIIOH+DsiHx1SUViPcsUguogReI99w6nYOz4IM/MKZcLu6fb/phNvTX/+HumMWzKYu49EalqH4txsr/wYcJeem4eOqoF41lPDU4H9kp+HdSvz7kQRlertMDQxJvTLeqQHlm458EGHW/ZmlLPPZsahHC2GrQZACLahZt3b/jeNZDNXJ8Mz2y+49/aHZa99FNvHa95ZrqGV5+CDO2Syx5eRfTwi9pOplbEGHu2uE/Yj8bohhA+bIJO2OM96D+6Te2pFbTy3ISPx6PWKL/dYIJef8MY0n3PvDOuarEP/DGpX5o3eCYF2HA2i4x01kP/BTqQT2X5ZUsPw1mlam+cidWYdcn8b5vj00w/G0FM9rDDjzUzh46hWQf+F4+rfmyd7tFauMElqWEjNU3pfE1Zj+fwZ+Tcv/n5rrYo9nzDw8U/4X3aGtSQxrJZ0uQ4BL7Pn3JfH+/gj+fbFn+F+MUfqBoXotW0p80vjrshWT/nIeo5//8OW11lrD9o+lvjuGXvpu/8nglpWsepBjL+3ThPe1df1hEvhrP2nosPxsXhksApf78KVWd/d032W+4Bt4f5Nveq6/4dsMQkv6yYJLq5YkNXhPzZP09eCTe7vwTcN+8n+y/9WXu/w9ZPvaNhLj1LAyxEL0X/BdRLdzLXyvzlUi8ovDq9X8Gfhok2Qtq+fh6cT/DOz/sPtS2X0X/XVq8V5vd/xtql7bJu17rmuZC/jHhB4TVMHCK+vi/h3u5hk315qHXYFSh45Dg/KuFpb7IWoPuTv/gjtbsy/X7juK2frvFV1quX2urLjyv/DxVKO6d75evhA2hFb1oq7a9RssdW6z5WlwjWHB5C9Ch+2jCFiNKNpciOTUQNTL+YlsLV/hPmxll7/H3uq7q0Vlm/Lj3Pov/qNKjMCppRtdmxv7xAsVlSBCPaihz4cJGFw9D8nS+f1W6/Ll4fX6sGfhyXuZfX7cPLYr3BV21KNc8Xu6UZfV/G7hRq2nI/pbqnkSG7V3Gw2tgI+LMo19ySLq0Xl+t8bfVIMSbe9Hw97aY7zycyQP6P4f872hheBbvUNs6SxdlfnxDm4P/G+XWlzRPnvCIh3caKylX9AE/qJ/zFzpXl/fw9TtBWt8MDGuZgYq8f6uqO0+Nu2O9oMMvEdHsfbnxKxsokluupoJczQzbKvD2nJsNaYrtt4/5oaiNLYl49GcHnLGDl/G0X3d33WtVCDpGM99eiseV4ck2wasifwxc3yo13Jlyl8YnzFzIH5L9fjZHUptPyzpMixDtW3Q9Yet5qS3puYEVxH/C+1MuR8Dfl/iaGQ/ZOX22mkwqTd/d3LJaHINWL9NcydP+ssv99LBl/3xc1W7k/k8MlCDz0fazJUFO2XaWgz6C5oaEmPcy6lAm/a+/w+WtdIm5aEj6omxksYnn1/gvu78/sf3IvOui/v5/X7H/8tIMul14J9bve2X61w7myMLty+1OMPDsu9gZj/hzPevDv3/hOtbnZ/gnxlnM/6eLxb+gYcS/k3n6j87elcmBbXlmxm/2DDk972RH1jy+6t5Yf/8+Woh9eRwv+H+7m37dWOMzLsw5FivHr9IO8uQt7itRL1PU9z/8ROR5tNdt79wxWk6qTMqS3PX/wRyepWwfgjw30skKDTzba/krr8Ja1cfQv8P9VXTxtd2ofRIYxE+68PWtPMgHqPzzXyrlHpgd8b5d9dVjC9XKs/8v3+Grnjqhk5xbgQbtdkC/rw1Tdj9+QPInX4ML3qu6Sml/wW4vqr4Mv/2FZt69V882cwf+atUn5uSn4bldLJNQyk3K0vasYYhr/WCP8Kzy1elMdVqQ//8v9eFdUZfhjJrO+Wv/BByeb6a0vTCVJNbU/Br4IKe9Xp7eFTiK/rwlx1fMib6+w32gk52UNby4/pmDtDGVl/d1C/Cv3FvLJUxf+vBh1DPKI+8X8+PkXogylmfh7dOdrqnNZ5a3gkf59eCa86OXCxfl+C2587kX8Rl/rWvD04s+ZvysVIWkGl/4XnWv403LMpGJ7jcgeCDj/r/wh5cDUd8Q1KLb+X6/N1VeGt3xfh+xPy//YIrR/d0GnhzzQKij8g/Dsqn4Ynv5c2vhl2/rwlqXe85P4Xi8E23LqfIKd5D+FemhtD8m/DOsR/IOzBX8jMz7a098brU+m2thV9z5/rIZzsLfl9fwnN9l5/X8bqXPJJ+bu6qU4rlUqWYW+X/XDF+2WfL3CZ0Crv/gsyw1Tr82RZf/sEE+d+9ZWVk5Vq/+CKpvUvX5ekTfhmsmc6XDpnPsgZGeoevM/hLqSIb6P/DMsb/1HO//wS9tSoH8UGvhfB29lm9Xx/PDVN+Qh+GYSbIze0oWhnOSEGw+P8P6lqxDe7d0sph42Z9OUy7e+C/y5m6fp/ur/47lyXonPCtfhndKoakq//wrHJ35Fr7PhDhmvaNEj8FmFFfbqscxxb1cPVtf1G59K/faCLCLlD9u3vwXzfl/NFv8cDgtnTv2w7rU0j5o557610BdkbywIn3O/4JObPfje5c21DT18/Qx8W58bVykmof8FNcZq3NqNX492342T+79V5NWeMfKX/BfrLi0j1qRSUPr8eGFewI/Dt3+owsxdLZ4zRif/hfe9W7Wxsy3U/4WvPB6pPb8oqVN+X/SwxrSOz0R6YfhdLj/XXBp4Ie0rn4cyxDgpqtfCfeb/nuf4283l608Ed3aLbmX/3BRk2aNVxxfTh2foVd3eGni22QEh2+vgi0JDBv/h2nrVRzJzp+UJ8zeVfPPfVLKV/BfkYYn++Qmw+G1wN0/h/c/WWOW6kgq1Z/y/94erO8iRJIy+v7lr8Xfct/8M47534lJUQe+7BjTta74Yk/uqcH6P7Wc+f3Jv+CDLF/hxfI7WXV5aml/xuqTN5UFWKWHaVJueplrCL+X3/D0mvvLnxlkr6bQcs4qkqCVXqFre1Jm8Woy039eCjzZTv4A1XeE4/T11K/4QyeUUWLrbX4KNV2RNi7L/Woei6KqtzN/l1IIZR+agEH//Xz/2Hskeku7eoaiX+dYps5aVb4frJLx/tnDeHfeXPeHP6H5gRHr9bWfgwqvW2v/hxSf8P+aj93n9fx7P+CzN+9It27cfBflffk3XyOe6Ybr3BhUJftGuk/Y+oCTdM/l/S8FuaV2k1DFCO/CcuEy9KX/n9s2Yb63/hXrttYbx5EKRehNjumcEdr+X1rw/y2bC19I7Ov+VXHJ7hz4IMt80tV4sd7/vXBbx1r6mzvw1PB9QylrWz/36hXJjVdE76jXesqhJ/Bp5tba8TK+/NhmUX63wx1XGvbD26CPvwQakv3bOiZeX5CobU8/h7EQn3VZvr/KZZv+fCMlZZ/G0heLH4jakzzf4dx1QRtOer/7OJXSVMZ5vMqkqy+He5vqTitl8H6ZDearPwnzelf8EmXrMvwQeK7zdqsXXzitS78EGTdSM75m6vWH3CTbk6WX/3DlJ3wZQ7LyF77/cV/4IL7uGX+hqO3O8ufGagTcUbJ2vnxS6n6X/FebKvl9X8Ty5yvXBqX9/Bfdvbvw/GypoMH/D1DH68ZQPaKwDSJNvxvjn63w9Clb3fDj1+e0EPxyP/6j/l/do3dD+GNVUpLlyLmLH7xsw1Ddzie57y6sv79gh8tzH4II3zt1bKdk2ZEQm/lUfSmaG5bT4J675Y4sv1+DDKwdh+2klX4J9GpiBf/u+et/Y3x3zjdPW/ifZbIHzD0zLhiX9/gvvfnwyvo7Esh/Xgn8NdYvGako1vgq7Ynbd7Kob8LUUZffXG61qPd8lzl2x/cN8z56so/c/g08K6z7DtQ0bXyeh3Xvh1+/nr46CrNbT8K6GXcO9jnh8MLlT66wzrF1Dt9DfnD4Yl3SwV/vefPhXu7a/Y6j/y/S+CHklw/DU3JHgwhdMQP7jn17gv5Mz5r8pc5aTfhm+7HyTI//FeSz56L/vvuf/Bf1Hnm6WvjU/YOGFZf68NXLw/k1hmkeEeJX/hq+PNC/lWRP8/vzTaXwHjAAARxUGbYC/AefhoNZx4ZiFlbBFcfvL/hisuZerjnOckSS+8EPtmlvgqJjtU50Y8yxX9Xm8lfgj7tt+CcvNR+va9QW8/c38rV5eptXi7dzZyNl/3wty0mk+6tl3+X/6Debv+SooI/Kl/L674f8P6Lfp5kPTEMO2f/5beda4LfCT+9KaUq8N1XW2YXaNf8NcvsRzr5amWbaDgaeGpuT7P4eiuX+E57nlz+FqyX7ZOvhi+//wpza9qsrFo/811+GZ9NnOKkf//DURzXBZAg+NdSb39d/4I82M5i/D3dvLfnbCI4f1f/nufD/d8Sfz8JYlBEYPv/gkmwkFzC3uSHa3DAI4rf8b7vxfPypp/3rVF+/sL61kjrkcGb8Ff/DPd1leaWcTcZJn+GJ0F75dX8OV/L7/gvh1XvuetVOOlNz0/4YzaubaVv0UAmf/M21uX/XPWPZ1IsvBqvcM9tVmTKOqJoY23accv6+FeqaJz/1++MRfhbV3ar2hA8xesma/vwUXfmpu/BB0nnlGV3f3dSjs/CPQn/4Jsu6k/i/BfpPe06w3I4W//hjNw24O91t7hvKTP2MxWMy/7eDC1vNpqZVTjVVfNOGl/zXPvWuF6rL59fhG7luHrXlgwHfBfl+ezZxsNKYv/69XhutffzFhyJ5f18LyEVzN8pE8fQQUjzC99w5Tfr/W0GjwPLxf4L778uYfkO2vg18MVyaqG3GhxS3QVf+HvL6pShFVxnhjn7lu9cEXGMZBfhzVslpl89nH2D/w74UUTyt1Sb3yjmXl/7xfSfc+/BfpW82H7XxgKbCX/BbcN/X/L2szL+/gwl/tS6p1IRr7cQav/B2X8q0Cl/rwQUJ0nHK9yby2u49fX29/8GFz/dvX8EmhZoFr8MTzklP7IM8G+epXYe7fw/IGbyk26ivMzurWQfP//gj58urw3Un1UdLEq//wQS+7thv33SaXbN2hZ9phLgzx/BBbmbq/qk5yPKEMURBU4Sef+C/N1S8JJF69ZaZBx+5LDZFX8vv+C/tnVEsvpy/DLAg8tD0DTwvl4dpkqqOY/Yaysw1OTYt8Oy09p+4b9+MXa3WIHX/4LZmklmj3fhfxPIj5JFqh6qtUmWog9bT56sje7+X/7BR5uT+xS7w/nxs/k3XGKfWc04fmrwvwQc3J+byeCTbVssOwum/x5opK58EF3PlT/eFa9N0fHpaL+X/vDvbNvuephJfCs4Qvj+04ku8dKUJcGSZff1G7woNTcd/RK6rtt8vbSDd9/Amz26qM1nH/Ck3Xq5OVkkOu1F+HbM7vrl/CcLJp3F4V9l/W8bSfC1W+LJl3lolwZUbGs/D8PDUPY+FrvzfhdW1fX/+CGmf7fgoqutfQa+GrGFFoMzr8Ej81Vty+v4Wy+nNpEC5QeZ//jckO5MyP7witELUgsQUrrKjMTmWl/VXDFqF/px7P7nHhnv/gol59yQIpR8vwvu2Z5/t1KgMpDt0rtBJ53LxdMD/L+vhi7rvdQ4uJ9zB45vJLAngL43e8dpq1NUpqrs+89TXL/hrfnGmOL3sx/xu/x0XVZs5DRJXl/fx3J9dC74u+X63sKZ78j6W4QLXqtregpzTLirrdu7pYPw/5bN8ha4wqei9TCqOILrkj/k8Zkr6CmX0Wd6r3fNjUvwxe+T8vynWvo/hbNVJxxIPVnuP0qMvnjCHNEv/uDCtJ2qj21MmdOcNjLO/Ob+G4fe+R1VWyf/jZc+UkJ0DT3KclvZnp4gzMeH5LCdEh1g2L9v73f9+7/DFz+5uV+MUxfnWG5P4vd33u5vJNtfwRWlr34Tmj71fL+quCjhCyjtmbR3oSvBZ1fVZc3Pxd382L8O312eW6WsYbSjH9eucA0L/9CpV/HV5PG82Al32b+KJLFur1Mqu59ZzofcXcCHUKP+NqSJc7WW2ntGtJUfDUogTk5FmMxwiUy8z/wVQgy/9VDkbcz334bjtjXr5TC8lB6cY4e4fwrGmietXylMhhFUmPf0/5fSq7CmF1dfD2h8tTNb9uQ9m/BZy6Sxnty5bOQ7yZP4/D1yxUnCtZPzr1HvKxu8Jhh9Q13+CXpu9q2t1G7hv3u9Tho9m/nBTHSkjMHfYHLp3C8bJy+/eH9svL3dzTS3WGP/aObWgYZXt/D3jM6GcwE+fP7qaJBXCQJNiuZX6jKs8237h7vLy98fwGvu8uOfw9p9/D1PGUqlR5V9y3L62w9P/G4aon3wS7mzDvkmhubfGhUuVmvzWyL4IMZoXeFreaLTI2cb9/wtXsyPcrZTplx+li9Ic1bx74I/xvUFvV/DPP6hynn/gzX2blQjOXw9W83J8eaKD84PzDHDF+r/wXbvLVbJtb4U5s5bs549kL/t5NjZtXr0709teteuR3N71Hl4k5/wrp10cf3r+9sNOj4IOoVpgzX7V3ic1Zm5pp5V69wrvrmkN6tXOlA29aNi3OQmst4YsoyFeRhbk3vSd24e9Uv5f02pAtlvHcbF7nyvZmU38EEm+ZiuS/pxmM1J4hQS8Zl2QD8oL4L8ap72oPx4bPsES7L764e3vWkX/BUoXQOOmQJol/OvwriT7xWtaRbwNlfDOhy2Pne7iqR81NSSvxu53JvNz5iskXvpKU2sGhm8qn/8Kwl+TtWrtqMc6WmE6x59wjr8LkqbxnjlvL8g9Lsv/aQfKo9/cdoECPte8Z1D7tfJ/MOlEkBdL8bq62lhmTLlIn3aQHOKpqXnFCRj/jd2Jp3w5JlXXWuKQs0GacWp85mjhg08E+T5RXswy8KQTFTh8PY33tFZk0otSlcOLmiEw1LKQJwXv3Cs+LJVxhkieu1Jzlt//C28PZYKuPw18xwAyPd1vnqPROTARXecKlqjXh6XfLJ0dPHivCEP8/D/toOf/BOTUtkz85+C26v1WEZfprcaW1BZmg/F/qe751R7X5xQO1s4r1+HeT1dvfXFDmB3hrdZOJDmcP4brJozUpDfS/8uTA/4ZZg/wxdu2Tm6aTN0DCw7Ls64b1Tt+5pMVIbX42bcMI38IOcvt/hvz5SjivhhlfL+14IO6jSxtZrZIjD6vnJevtEP9bf1hxLiED72cBfGypNZ9Zc/bZl5I9Ysh13KuWRcszeMeFv+N9wTfrZRf1y5dC3vlx4CB7l/Xer8OX0cvpdWGIe9/hy7yL4Z7ZA8EH7X6Dgv1vgmvFXdvvwRW7fq8s36L/p4IOPedlnC9lrv4kZTDM9fGYkEfQ0U5YnrXgk5YmzCvNrf4ILRu65rN8TxPDTMHm8ikmw5FdZfp/Dvd9l2eVjNK9tby50djjrei3enkx6D3ma/bCEx1juW/4bt43MfG3dvtIkb2CrUg096yS2luLhHtUAGLXvvmPvJvl+k/D/n/L0+ecsZv//hu4sv0642GXt8oz7h9nfaPU1Xk9e5a/+EiXaveDUvr+JLHmvq/4ZyCbbtV5Y/6h7JTnq93Tfvl5Dw2ktW+EN5mW2ex8uIv9eCyXTXL5c61c/Ed3ce5/4ds7mOX5850/Tcn5ArL/3gvvq5fVfz2U/8NxzuL9GTLpwjbnp0vhfu+btLbj3ynwzEi2l5f9cRVe6/ha8rTyVnJuvnGYcmz+DC99a+Hkc8+i34IN3NhJeTLr9M6aJXThc4Sjadfbh3pn8c3+WKbfhjrv0XPC9cP61ay1+fVn060K2Uyxb4INlNfOuX7c6+W68XP8LFDHtWlaKRN6eGPH0e4ag08EJGq+y+16hXhVW7OfWokGTWl/+C+1vTKR1/Dl4/8RN5vCymPL/rhyTesOXM6vl/vwR5t2Evy/ieqYTXNrt5ff8EOoT1hVrf0CLCS+31rqxs1Wtcztcmb3x7LyphxL11MtIkigtpGX9/CvDO8PEPrnKXlWi2/jLvtVz/41Sfjc897nilth6psus5E02Bf/w3vdfKIY3AP4R0rZ85t3y/1qG85GqyB2NTn/BV3IPHYvXPit+H/Jems6/3SXD8quGM+MT/z1MD2B6Ud/L/3vUzGDTwv5sYmZfscBqrBN+vBhLjaKar7bZb/Xgpt6rXu+X4ZyFLR1j8goG1wfBBdcKOPWr8w8NKK/IDPhiuSL7dcNpYbkn/C804mxLuXyUwxhUyjQnhy4JfX3D2K8rjW++7nPbTbl3Ih+GIzT7TImMzD9m+OTvw3yB4rMWMQ+PbJ14WvWXD9/F+pgmy5f99Y347nbL6VU0X4aqtI6dDHecn/wxG6n71pKYckQWKh0Nf/BRL/d2sH5a0vwlemf1r8NlybXCFobvwZrrDhKn2cPjlz/hftrdz6v0UOW3y/70CbmqRckdLquJf/cffer8fx/DtMao9k/zOzVa5Y2z86vOHRy31pYWhoUF692oxTsTvcoWj/+HIzV3XLUK4z/heiVIYV9qv8Am9e//4/89fsr4dk8eFD8bPL7kKPmJanyXUNPJOGXiJF3PHw1y91+le4//BduH8nzKJfjb32pvl5dai5hclDTh21Ql7t+ETHw7fHrSTk9v5o6y+/4fpXz+tU8umWhsSpZf38Fl97rK+R6Xyy+/7vr8FdhTnU5e+XecX7uf/wT2nl5Pf34L73ngl1LMEvjG95Ymhi7i0Hg1XeH82LnQXIX5ZZQTaa375BCE/jf/hbkbd7qH33m3/ubpvXhuP0+xOSyZ/5rv/Le7/C3l0v3LNcNyUvRUSdskHf4XznX3zr5jeyya/l1vfBXPs307z4f52/BBeIQ8leh3k7t9vxkoXZvwtWQD+qqH0WXwh4WD/y/avh3u5+Hfe4Vau046CD1c8fK19P8P+aLz9bbyYv9okiL4Xwj8/mTpjNHra/Bd1V2tz8vKJL8OUrGsXyoWUtJf+sXJ/e59+evhue5oYmE2YNF1/gpm2vNCrGGvs2/ESf5OYz8F/Jtp9mQOkSuQ/X2G55q5V2zuDMlH78K7dvJKsvHq/14dntrhO84Yz2eGeK+UtnDxy/w5V5uqBErNX/gv6b4e9uw8uUZP/42TL6TTY1KvNpd1umt82f8MSL1WV+ppGTcO3/wzyRr5BJVOkELwb8OQn5jSl7f0R8lebHl0vhbnqsyYOM1DzuvK8oq5KPOmFL7uSoJs1O7wHX4+PMqubfjuHNBr4b8/1GJO/y/v4VnU681nG+2QkUzHeTR6+UKBpE8bh74WjyzKcsPMXPlV2uOH9H8GHPm83yhvyCJ7//gv4mxHVtZjV6xhEov4dia78OXX7N4Y9/w5y4XWyOwzw/4VskTVccG+9Wiftte//y/X4W4f5fzdYXDnL8O3vo5f38NZf2AdRctP/8EF71100l8pbNn4LKtKvP708vwYbrfVTbOQtfXWHuHLgcnDQj6S5xIvh/u8Ne63X4dub5qfJ37RslS2cXmHfBt4evMv54Ec7aRXqI8TB51/X4Jd7o03zfgkzU434L6ortfIvbGuVgp/wvtH1spM8OHbU0cf/jbv6rDFM+TE9XJTAzPX5f9aDnLnsicyj0X6rsbcdo+Vcy5ysOrzl+tTyb2/8NVT1+UcGRLRMF/jeXHVyqv10svl5osdUsRPkCX3x1qKqeG6JgNl/dPCtWop/vh/55r8EHdwQ9XT4zYnUUq+8mnBvwU7Y/h3XKzqvZf96DE9+TX1CLEc4+p7l+nvDHm7RyRN7i50II9zNh7C0OfPgn2nS1Jsvxd+7aVfhuiPkmsnHsEe38vwa+a5EczC8EHlx9YZdLrBN/yzRp6tqy3IF46fO97I1kOfxWa995fv8IX3d2r6fw3y5XDdqHN/4Yuut/SETTeWr+X17wW0p+eBcPlTl+H8rGfVDvu5flFqSjg5lXLvw9fbk31TXjurChhfNE0S+F8mlra5UCwZYhH2r0j/4Ynzy519vI0ge+Ga7qUtDkkf/wTVrcsNn4emrb7PlzL9qofUv//L964enjdstfK2TXUg2sqEnKHzqWT+DDNeTwztiV4dtP/hey1rN1zkUc3//wRwnxz3T9BovLDmfNY4HBPv6L/fku/8Mybc5FTHs9P+HJIvsV56f8s+P/DNcks4IuWCf8v+uFc7atNL7jgh9/L+vhqdlNtV+QbOOrtd7zKnv4ZnztM3mO4H/+Slei+6+Iz5V734q3WY/HV4DzgAAA+wQZuAL8B5+HA1PEaoTm6v8Z/8GHHmXtk8X/Dln+G5cVXVr5ROI/SIsYF+CcnNhvy5BRf3fCHkzd83OUr0z4uo33/OXLDPM2AvyeH/HmhO+ldwYcOuc3/8N6t1WCLxti/XifI+suvwTeWNawz8MXz9rmjiTq4cW/QvSHjB9pv69rVwV9IeZRXRJ9vH1tONBovoL9DsebyyWE3Luf/4Ka/10qW9Lq1eC/enzY04qHecM3x+VUhjw/HhWusKxI5+aEAlKanx0sWVyjkv67h7WMURXij8ore0dPjO17xouX5KvC+H6ayT/2WjMpTo//Bhje0u6/KDZi4TPFvw3d3r5Rc4/sO8v3Xh+TYrpiufZ8K7XHcJHY9eFu0d83duqQbh+aMzEJe/ZanXuH81xW46uX5Jvtqkk+M8WqxERfC9cunz8JGnrsh5mtjuhfDMz6WrH03Teu4Vv4Sn9DKtMxJl72FM/govvN93eK5Bj8E/c+GP9cPwvWO5sNbwJ/g/o7KFb+H70qdQldYm2+EVhBlZn/CtZKXu6+2YXIWgwbF97rD3GVavZBV7fusY/HkH+Fpoo81Gs+vkuz8Ivd57n8v7+C+q9aXfMDoQI/XdpcKu+HNinxfYEE+Y/8LaVose6/aL1LvwYT/lXa3fw2g/ORL/9hm+VsH2jUgPGM5ff3BPe1LCf6b8MUgSvBP6b2QMqMqyc9KNHhlCgeus+H79ucMu7qs3P+l7a0XPw3uRtruT/l8nrBX4VWh7z/esvvXhXm9wy/P6+csqLw1f4I9MX4fghy/l+COWVKVvwSV1c3rggiFjrUjLtsfxuo7ome8G/ggtz82RnHNXX0p5Z3WSwJNTzpheG5yfn5f9pGm9/gg3tHy83Wefi/24tMel9foPyZuz1ItzeLj5WOp/wQ5jJz85V4dpWp5m+OV+6nxf8v3+NpitP59unbrlniB55P/wTQ+5fPL7sv2vgp1hQfS4yL82G6ab6dy/r0Hrc7d0r6vFOOsD0NVXy/94L+GuC53HF2a/Zovg8I/93uzf2K5/D3tufje6aT3rW94oaSbvG8f8MRqCnGlJ+Ufi656MHdoN3i+C2H6cT80T/t94JrtT8vDII2/BLu051S6ug08EXmjL8ObRN18iWjO34X7+G6b97r3u7G1hypqfzRqm6P4mIWHPLnysv/2HOka4mHj2nIOx9Ll/7oL3Lt+blV+jSL+0/BbeX6p4vwvzLGxZvB9PDcNVetjcn8vN5ceq9N8Y8gIj5/rBI/JVZU/gqwXG875Ofd7Zf38M83T7esZNh8wjDQiw/4JK0uVeSfP8FWiLmbMmXvc/G73vVF5Mq8n+XCVuK9epKuoG74K61fdz7qvL8GFddSXxfmrBN868+CTH2XTIGnk3n346f+797y/94am3+3nmeV8v++C+f/jWixhfjUuuusRtl9EMLxfgp1eSKd+2FWr+H4IbapfVeXe/wQcn577vmLM7yj3/55xovlRlEw1n/+GpHvr7wuQPmDT0q8Ru80u/C+fYfKeUuy29YRGzP/w/qt+9yeI92fCFcNn5f689QytH7/8M3bdVKjsTX/w9y+WU3DRNiUfDBwYMYeEvwa+C2b0s/8PyYlz+GpMz4pDYRvz/+C/RG/G6Py88jP/4X1HunufffnjX4I7u7dvwR7u3L8EcZxfll/9wUeXpX4+b8u95f1qw9q5dtquFuU/JdS/+CryeW+HfPy/Dtp+8KtShb+rvX/huqctrjUtpZEzmp8N3fX5RchZg18dcu/I2bKXwvW/Vn8I9w3OH/y73r3Gx2vubM3hopr7u8N9SBuS/hbNq+XHUffvlF/BqX/1FzGz9Fd7/F6pDak3rfeCCV+oUbl5eXK7PHOZEsEbwul/wtw97m5vpt/L+n/4XzSfPxfMNlbGdffjZsH4v6Q7IYqFHT9T18m5FK8K7pT6tZfuHpz+X6u6BNFbpz5+y/f9ePpS7jC/qbW58JVJtK2/4SpWl3evcT1LGfP4YyaHNUzA1ZLioj2OqQe/3kCoI9lm+Td/wS+HuMk4ypoI/KDTw1KgLGeK/KonUIvpP4MJ8d08gqlqUXkQhEzaNOPbp/DlaVfzhe9Y1pfYKbazNTfp3478nGatF/7wV8Sw4ZoZpX7mX1/H6a8u3ufrxePcfObJ14VyNX1J2PjKG+bD/8Zft2k8bu/dd740h/fhv0n+bsxm+EqEmPtixRE4SCDHN3g38NZsr2C2yv/wXFd5W6bwV4S5B19tfhre+sE25UYH/w7dXp4djslJ0XXlijzlf9fQ0moXd2uTH/NnQ9P79CZDc835f31DXhs0i2po9nwy2TwVFyL+dsMW6uO9+Nv3J/jdkX9U2br9s8VhVS/9YQyZtNV5bv1G9DOXmxqavVQ4PIXizvUF3otwlL/P4Yhjrf+Ee8eEgmc/ScjfyHtowXwtwvq5v1/DPfVS/9WCCkpf8+kb6tc/zBOMdL/6hu4bOGJUdL8rgv/BB2nMGZD8n14ZLyDfy/0+H7m+fjTT3++lftq8G3mrvXqCCtvPk2b2oNmNS1KD/gljPFvyfgy/0uP5OXOK8jf7DeTpajJX8cTv+HMuz7CH+Hr9HwRy46qXyy//QLq1y/78IZ8S3/NQhLu31jr7rrIzXy/14aon2+NhcY/iP0Ytt6y+Myv+d0r1rr6BbnQ1deDe+CuyTazlOhlXb4pvv+HwYWnrWqoOGqPHiD6L/6hwmfjyr4ftryH3eAaLuQE/L31TY/Dxc+9J73xAtu3+X+t97eedru+X/wpSOd8sV1VSXwx8GFavW+UO93r3p/8M3tV/LZQs8Tl/9wX40ulzYzD0ojxL+BQvr8LZ1d/Cb870//+CfWeMX8PxGyRjuEW/wSXPkYnHHw/m32/N/ZItKvHkbAe8GsFPgk3vr8PU0mOTOusad+QX/4Qvc7M70975fbW6D+OZLbZvby51/DQlkfwve3qXq1cGHVOPtr/wQb2lxPMRLTX8tyj9b4JaW5M/vwtxWW25rCA57ll8GnYXpv1pLw/yfL/Xgi8Q+r89fCPe85ENe4IJkWfmo95uyWvyhs6PJH4f5NfKdD2pM3LmCjhik//wvLBT2uVWY+zOPDHf/BVSJvd75YcPw35mGJUw6toYT3D0l/+CSPL5K9Rfr8KwbS+9SPpdD6/NBfHth/wTeH6s+74wTw7DjJe/zzd8gs2kL//DVp3dZJv/L612M3PrtT7nD3cred90CDV3qlvN18NrcQ3knJ+wzP95SIZG/Bp4KMun9z7t+GvLi+UMnB5iLFpfX8OZfLJfPNJgVYHPgiyai+3vhbn++HB8rN0n/4Z7hhwhLYYtAelR3j8vv+H7rxj3i0q/ypo5433hS7uPK/pzvjzTKW/l/7wRbtPF+CTWsZl9/w9Pnz/h8+31PO/+G7q9fhrpf461m1yLv+Sv/BPkkn7t6/PX6n7B+/UbKRN/ijtKsdVPithxfL5xkEPxfnr/h7ly5pXlllT9CvC4bxT4d7qOr/xtbmOb/5fuqyUrf4b0T1+Cd4W5wal9fw/fNnHfOXPu/wyvx/CvVzKNvqjbLf/4Sqjxx5LtX6Q30zvBWtH7VXnyK0URuWbPJyyDEsXDl+quULzV92xPK/hBlZuP4LdzS9N2/DUeVN4h+uWDcGCPw3Wn/+g9uvZvetTdmcjJivTxj3/BPaUhDy4Zhs+ov66Yck5hK7JDWN7+G7e/BF1OGWHwvJKWd74P7kj8VPn4au//CtyZ3Woy0+Wx1w05ONfDWrm7SLDjg/cOXeX1/BXwt7bnef8sv9VYY5Faz/UJv8/9/jbm8zGbXV0C6dhjzP9Wr/8K25dJrn9XhOJ2VXwaLvFdNvlz77X89fkszv4X8e6gydVNX/4f1nb7jq9cZLllbEHOOyXwU8uY2vzeY7G/PU4+Yfv8v/eCC9ut97qrMOQ59jZFfv3FX7eW8vr7gq0qUztW1nfnrDyWIPHva/+F5cc97nz5x1HDBI1xZT23vMF9F+svC25Nf7tWfmFy+H8NYsz1G6b02X/DHIvLfX4J/j7ttl8P9o7iZN723GHUktL/L7+4MNp93wvlnP0ddpCNXbl61fDuLPldZfeU4zI/c/+ezjfv4Ni/+4c7ar8yUht+/DnmivzIm3BX4Yu5Ebze+q/0Y1NOf8L4Itht2n7m8OWsnTM9hv4L+66vL+QXBH9rnPwU91WTy03i2/Bdmu8v5fheX+qdVTbGOSXQv+CmMs2Ri2t3vxfh2q0lI/Oh1r+GJkWn8OXXg+0zLAkvhaU1Iz8+rwg48sgPvKPfDF5/kzX7mD2vxnd6u3e9szuX/XD2H3lnTu9+35dmPtfDUmu7S+o8imHf4KJb1W/34erXyxfP7fhF4J/+GIw18P5PLFSF3aO8xeapBMGhf/snmtF/9Qz1LqhDyn8X/56tBVK3/XWCXWMKHatl3FuA6/D1InPHfo93Tu0v14TcPdLy89X+Cnyd+T7kc4l/rw9Xu8JJ+q69bf4aSVb+Pk/y77v8LZePf8tMvjBY7ZfhuGfqolPfuV/8GF8dhDTPEsF+R8zz+CXqUXy07iX/3C9qtJ7SqX4dnRAmDv8buiNra8NYkoX3ILWC8i50//D2tYUHuQmPe+E7wl+M8I3UT7964IM8dnetEuDLx/v3BBC6s/jKEbPws0yN/l911DO3XW6eni9bLj5yDnw2UiWbcXD83/4NPDRJInbSX7RHuKfDvc7OWR8mxuVUyZO8UM06o0w6r/wXee9QznUX4aqX3ZMaGROJ4Yto8S8vtfh2KN9pfd1euQEndLpUsIgnQ/gn3m83+sv97h0jTr1Src6kdw87/+DAtFOpkHrU4jH9oQbuIqGa8GF5xjNAZx4v6hOy/DnJza3IsOWf/Ct5sfLXuS2q/uGr+xEf8F17Wt4b8Es8JWyMKQ1FDfhilPZubXRYx1+8CT16rXPXnuZURIru+X1/LuHv2DTw5WtbcDNrX/Dm1VXuWO3/hvSuv5z4yUuX+1w9qMsq/LkNPc475ws8JvyX7elBTuO15Mlv7biuX6wfnr8ll1wP+GfNJwSlqcZOOKnzov67gwvnJaRJKrkEv/gw3rCHrZ14bTtcdC0y5fv8O5s9sc6xeDV2HJcqSTfqTxrH8I0t5v2q/BfXfl+b80g9F2VcP/CMtH+T57N/hbnftDC+vkXHMN/wTWVeavD8RkbaUb/8E8g+eVTR6KWt8MbbnjVZwvzLJwTPH6P+CHlxKyC/BHyfqDQv/q7Wsv/vXisKK7nzvXPWk5xIq5B44V14rTpm7hrl/rwzfKG83zMmeaevCWVfISa5f71DU+VuPssNbLfJeGdqaSq5y3967zR/hnGusI+PGeGttv/PX45c+vJd+98K371esNx+udSxgPOAAAA+EQZugL8B6eCYNctmoskEv4KL+/gmJy5FfL8EvZLq/X5C4f+14IPLd0tW17+2Jvl/71grwRzL3LHcy//Zo/Vz+GOTXJ38H5SRkCsoV5+v8MXil/98vr/l/7wry2vCS3pjIe85Z0/73z/BMdPi28a/4b4f2xxf4cpLBr4avtOXxmZ+X/3BVd87Qh+RdLdgvDVaNWJmHf/wX+ZjOlTzvsQhfIc+Fs/e59N4lCPsfIKf8LyYEGW7KtGoXggVPee/+HLp6qrj/MHhoV/8JXvP/8Zlh6k+71M2L4Je4rSiX/H4Kq16Tkda2Hzc0iFPhvVuQwjkarFqIF++h4lL/S4bnzqpQ5//h+TxHyYXIrq9WVsPcrIFyz+CyQWksm1Nnvb7L914L5O+eKz8/w6kv+HM7HqRVbf4NfC/kzVPp7q84Th7NfhXy/EvpxOUEX6PfjfT+X+3wrq77utR34f/+594nnwj4mxu033+GcpZO1/DsvD/F1J73r8P73N03mf5JOpg3hi6L+X/vBfZNubjSy9BfZ5TIf/D9bzqxeTDFnmcXDtBqRhx+ugXwYU5NMSw1w5gS8o/l/fw5ee6/kTDHb+uX4YqT5e3qZZFUgPw3IXL/9mqn/NHmU6/D936quEHya8Wv/EV3yy/C/dR3f1hij8t9Zf98P3fJl+f68yA9aQJXmjZMGngnmkl1vOrwxV8/IaVxnD5LWYXrVQzlvb5z5CrA9/PWdYmIfvXgq6miq97+y+v4f5Y2oS5cv6w9+/y/14azLl6dWsXxwWY2R/y/642j4zF9kV5aVDT36k7bmkHiHK30y/14IL5cklnb8rJ753RrDknX8OebzgNJYX/+EOeUgqX99fhvStQfpDhcNfwzzFlVMEr4l/CPZ3/89fnBw4DZat8LXc97ZFyeLb8ZAslvi/jd3aabbU9dT+dJEu41PTMKB2I98F9SbfLmWCJ+UB/K8gKGHkQvL4j5f6asMZcgxdSlJ8zAbhuXOH3tA1/4YqEX68ST1cnKEUlU8J5ORb0cq+cK1BzgzX2Y0nmRX3rq/CBX3lhn50zYpWX/2xsl3d3vh/Jac92pRlSi/uEbx58N1pa5HB81fY6HNeHCF1O/3wg53/4a7trG0va//m7v8aVdyw3+mJcLF7Xw86IPo42NtiiX7/G7llUdhaiXaS10SxTIJH4bi9X+HbM/n+iu4D7/tWeB/OV9iW5NBD5vghkYT85+Cjc5LhHsi+FeN3Ozgj+azdAb+L+eJM+dsqqedZ2ZthVJI6O+H72sia3XtCym18Kdb9oXjdP/L/1goJdZs/fgi3lyL85V9Qi7HwZ9GIZku5S/161+SWj/1iiPX1eC27d7va/BFdqpdr6CxUKRfhA5rw/j3YM/BPnSgm9+bQw5U7j0Nv3fJN2aRcqK3HjHu04lb8bpt3lOb31fh8imiloIfw7S3ITNLndpYJ/PSdUePT6wjOztXuXIrf4MJNeO+mvmDpnNfw7SIu91bXnXxPlFFKDopf9cFO7urU1XPE9vLuPhi+096ySH3f+X/3D3dz6ukIc7eWbvU8J8OJ/CubpXO0JtJ+U3DTpeQUBP5Pa0GS/vqNn74UebH1c1YvrhjJRxkbXstfPsNS/qXh7SDGoy8zhGOQ4YslkSjnn1eMy1br8dTU/sEEyF+Wlx+m8+bLPlaReHJdCX99RvL+7zvrh6ShFcWc8TOgGjxVoP+DC2YfXyxJ18ibPCb7HwQaaybw25Ywy+3U9nz/8NaqbFGqmKUK5l4O+X9PxuYqyiiHtu27wwuM34nt88k0gxLeVy0Cbv9UE30b/eDPz14Tay5VoS8K1+C+jRkH8v84+0RTUf+tcLReL4aacv8HbxrvLhW/5ag+Hs+5tk5l3wzW7IO/nPwT/HTfxu68/hJkbFZcdFpbc/DHajQuKFXaWIrYM/D3KPPlsE/6fkfWR94u1iBM8O0RxbxwUeFkUX/rdQQeXsZsa8N1+3R/mR8+uNhnAtLl/fwxXoPaIStcXUlawHFeGL8vr+HeUmkaZMnc4/8QPwgfjA78EuhthxnoHvh298Lal2lq28k7Jt/YglXBKhfG7vWpIvaq21daobUmnmrm21bUzGTbBQ/5yS/nfP8OVXV3BeQP/8Eeq2BfBJN15fl8svhme1WcUYWL/+CG8/sAabgimxl9P56/0h9OP4KJuGPfnxz1eF+BA+nEd6mUvU+kHvTZC0N/yP5mntkQZCN2v5f/oEkQPH15lZf36BBhRx+Zrrl6tOfp1F9fKCTahbl2utFggz7C5IKpaRuRjLo3/AJYeOlbGEuHx/Zf9cs/68E+fUnxe3ft74VjyybSwyJdcJLD1m5DkV+dVt1fD+4cY1dTSq+HqVg8OSenBX/ia06b9F+vwlH2XzZu/CpYdzF33prmLnbIDyl0tz5f32wXXvcQ5FZTfnIuTv68Et77r4vxer8kq6GleW6a/n1L5ffSYDkZpVxEnVB52ZiTAmDRclkzMDtOX+6xssuFsn+PLu3n/ZmL38EEvyKUks7/UwPJUoXfyOMH8wSl+t8PzSwh9tfMLFjji6nSljtBmSQw572ifwtKu5PnD9bU2whcfn7gmGLfvBH+CTuftl/fwvuN9b21rWdIR8f/G73Dfv1GKbMV3aIGKq7m6Qe9/xZOfpJdr3BJXRkbeuCK9ZCrwXx1V67Mq9FxD1EVb/4V7pyS7Vs+vu2Miy5f7lkP+w8uMZf/DFzfJ5NmG8PYov4qmRcPZofhbcv5vkawUzKA3xQ09qrrZcIHNYM+kZx8pUr/hKf+Tv/BLWl6U+sPr356/hP20oGI/C0IMlyxDE9ep1pK/+e0lTf+X/XBLPKueu34X0i9tCR64ZayeYGxwz+Cuqv/pPWuGX7/BNWT9X9+Frtr3VfKPYbQ0a8l7/h/TVFyYVxV8uL/ReGyX/wYXfq6rcqNHk/8EFcsg5o3Z2l2nNHRrv//PX8hfDvRg1L9/h+5MduSWvy9iWo+UHHecE/8OZoTE5nUi01nz4d5sveo9xvuKNzLfL/7heX+SepYl+QuQHFB9r4au1VZPML/8v8uocxDz9sl+iMlVmvw7GqM+SI3T5aXzi+xhjb6uX3/PO76pkppx/FZeuu/w/EvsuXpKamR5JSURRBlvbQa59S8E9dWyebZb+wjwgy/PHNkP/fervXWPu9uq3pV4e8rbVTw5TK+uJ708oV++qYNvBJyspy/DF78m18tvr3ve+8GF98sooKG4/YZkSr/l9VLwQR7zs+SZfFZsqy/UUy1V8JT/bV3f8EmWL2lH4L9xNhtl/smHAE2p+uMF+2YblXme0ZRf98MTf5MJncP3SCeVXrwSZC98vwrj29uffUNuy8cDgP/BRUmU8i+D8l0v4L5M0lL7S4Z5//jeXN57fNxynqrbk8WMdrwxlbjy/XzVmDJJy+/4Kp+SN9yTT6xiDRfYrz2yhXl/tcV4h9FGUwvDu9yxtFOResM6gfEN7hrPJQ9Pw9nUvyox9/3arhtzf+X7/D/qFNC7FRZmzpR28PEa/0X/fDUsjPeKyhnAhUcJXWYdOH/gnk0iDPqpSNl+9cP9Nxei3Pa1UoyrRv3y/reCbdu75ZV+FoQ/q82kr1VMm//BRm+TtjGN2+sLb3l2609MT/vfBZd+rh2Pe2VavcfwzP8N5CV1+qGm3fsEG980Hzw/fKlnh+fr8dsPTl/Xwr3Is6d3+5NKpGDXxuXsC3d1+fr3XwEu7u6X/+Nk9/L8NqHquE/h+Xf/L/1nr8mZAYUGfBTWTN5fcsvDL7143dz+j6tPXXXTUuwg0WZSME75Fcv6+SOr/4c7mXUw8sg9/wXc0tV4vwlJtMlueTxxD/m3S/G5NtOk5/VVTye38vZfBRwzLg+GdxPfgq7lzLpO87Zf/oLcUMjxO/NfGddrvw1y93FKT/L/XhiU/c/55nT5J0Z7+Wducv19hzn7a+UXzsfCF78nvvXWDC8n7TwYdznLPbUGvh2+qrrRDUk9IZIH5z5kYfRY5B7l/28MbmjaRsfX/THnZF/7wUZqfO3vwX+Gf+od6bcJHcUMEn//HS7r1pXSf4L8iaHLmdqe2jRpv35f98NSIszYsP6Y0//h3eIN6XJpPyYv+MdL690P0r5Pjq/4Y8tjn31yitvT+X+vDvLlzuR3utTHj3lX9eCKltSy/v56lPrRVaL0/sPanzrSd9Q+i3GPOtwi0L16QILtp4c/LshpsmCZ1ls68OJ+PFT8IVEr813kz+CvmmlNzOwm63pR9QZ+be/y1a/gmnuapFL/fhLHIx1akLr/D9LnPlPLl7U4IYO7+G1xdg3+N1Ca/a+rvLZuubziXy+n3jbu87a1nfvCPqUU6MZ5vsZesE4L8v1+4SusXXqz8ZObr0y7k1zbbc/ulfl/7y3dRzkX/fDcE+XX42Gr/pRnemOu3wrTls3VYiSOq0lE2X/+H6aXbpFkXLw2dqlT5s+/LDWIf7jyOwg7e8nDt7OXOXnupo+rx7//8ENJqvFl/VXBVkz4y9nZs/EQaeK8vMv68EV0neNT3wTbu+zHvdXh6SO+yHarDP+WasN1nCLv0X3gwljX5XOUP9SPNP/rrD2OCcz1JCaXl+HuBx/+NJLTxztZc4zh9aYb7G3U+u8E5cKaM+TbnT6BLPvQz6/9+H7amm6mX82BHjCCzTv/wvu8revqQPJtGfjfCH0dmqrPr17uDFyzoD6o86/hibF+M1RaksvtelkCqgPjhP428vdr0H5Pe0v2QYl0Yv4IO7vjVLRnVyuLqEX7bYS8fEIYoXwV4wy3n/Ltn4IMutdKnUua/nWDSbL9w9Sv5ufy0q+PmPE9z85X+H0RHwaeCDuFmSO0P9a2NFsdEKpSw+6KbOFCwIvndaQdn6HF8GEfgoSFvlhEh4MyRteNEP46LaiewnvWNLYPsCPwuThFaV+bTAyoddoP+bWE8lL7/h/1eJfvn3r8O3EVY73wxVdd9fTIw4Kf1g/Dsfp+TL8+ZzDq2P/wQZ8vV27l+3h3uv/i8saTS/1b8FE+h7hYzy0G/MJff8NfLuN8rSAyvxmXYVbhG/3fVKX3rw1hsyn1ZhPiVCB37Q7NT4Yn2rR/8XuGO5/L/3gvkV8zsmdfzrDjPXhiq67rwSfYH/BBdqqbVS3zI8hnaP0GNET09LuvUN1hqitfUk/fD8NwxJj6kD8Swj6LkkWuDTw9c+65O4Y99f+H2DaL7+5Z8/wQ3LnX5N7vwzK3qpH1zzu8nhXuWxP/0qwavz5ryEnr1BfVNZ8fX4ciNTD/Vq8Ty6SB4evBFz94vwX53vckdj7JtZIj+4Lt3xtlyC12qtAeMAAASDUGbwC/Aefig1z+pDqlfhflyiNFduepIyrpX8MT9K5P7cO8r+/cOEpPzvs2yla/l4/Tl/6UfxqL82rFL5ffugSVk/D8OFlusMRoGhtd/wvxmV3Wv0ZyhWNeF+0U/NcfZL5w7D0vJ/Bf5sjNjzOmjn36+w/4nRUEZk/anj3w3b/v8nGXx/hvN/XDv3/w3mySK/hq2P5dOn8/vznCB6fi7W67/BB5pvele3y6Rezl/V8MY0p/oOXfX3DU59omDTwRQ7TLf/+/BJl8v2PwxfmzlvvyJmqhON/C0m8MUOQzvUVMvZ/73sbV8nD3KCh+79z9Q5xr2/+IxuJ8z/BLPhv61g/DmktfWf5fr83N/wlh7peMtC/wYZT211xhXhRDR9yMN27+CjUYeuT+XuNmkm7vL4XWWV6824eyZ+bkCv8PbdRynkeOq9/1KLmEox//hvSerquwK/19BS7kXqngtbKh1XL8M8VvXwJN/zWolpH+HJZfGHgkfr//4evP6lL6YzhJrm3CPTCqEmjUPLF8P7mOajtk031sbgkRBtFzIK/1kX5l/L+64J6y9y/2/XoNHvh/aUnXpFvFf5Q3CXzzcv9+Hs84aezATymbmyS0i9EKt7X8Jwi1GS9r97eX/3DGlVZP6mcSbv156hyK39fv7G3N/d400c7bnyqwIt/j/+eKXXKEnhf8NS87tZR0JtC/lSjpTGCqeOfGzX+XHUbw6ZsQb+sq/vUOPeHLr2P+Fdn+8ZVvi/H2/eFg3kXgn6Sbz/r8F+X7dKqyBw7/+Gbzu3ipB+Ku8PUn7OX9Pw1J34vzlh197Qz8EdTRXKL8blxv3mzise767PGyM9qB/V8z8IZzQ0d50G5Pg189ZE5v/w5rGl7w3Ou50IygvfG3u+SSivtBl2Uk9WKZTB28UBFoXtjZ7e5jMv/WG7vbqU+Ylz/+CjmtMrh5wfhl/7wtzRdBT67uTDkf5w7/wxVNfP9hbjKaeoxFo7R8K1Tz98df+iDF8/+H5PXeeLv1/DaWmYM8v/2F73urlzYmfjd5Lbwd6fxPNE8uK3t/Cvl4jnxfv6L+HJ2luZqrPSdOcXDMWX8Fd9u61e7fhPO/d/5aK+X+vDvHXB6rk+UM3DUjf/hjHuxM7s9XIsaX/4LayX3SZl/7wX6k847Q98vrPxuIrrDvlxR1f1PhBh9tl4NPDXUR/YRZqVtmEn7t/Bf5ell0jC+q3F/36Ydu7tmiuaeeqrCJo2Vo01yvl+mrwQeGy9BtrJK8tyC8sWMDQEj/M+i//Z69S78v+uG4rbe/hmtf63w9w4yn/N4aoWg9/FmabULRA6e7l/fsPUVKH8aE4LsiMSaSnKb+MhTpb7vhfP2uJ99vDtFnXw8ufL7fuN3PKSV1ZrljVxz8Yw3n5u568lSBJi7RL6pFL++oLcm6lHtv1crxPHrHuuX3/DsRzSDv6ozq0oi+/K0eAIGlN7fHyS1WR/mPjc5L/9gnup9zP/j903/nqHL7toyl/4UvbzLI71Jm7v1Bp4Xx1fN360vb8ORd2jskv7S4Sky+p8/h6uF+RnY6UVtndTXbdq/y/qrh3TeQeSvhW2OoKXeHNP/e7Yau78JvYIJuQ4dvve7UNmS+1aWFeZRcCjn46cSQIu4Wlfidcemvhbhj3Tbar4YjZMRf+Hox9tOr691WkvCHMmx+X9LwTRX1Jsra/BVHKcqaKfSe/mX6q8P9RGHmfSTderRwsyBVYigl+cNmvxUP4fyd9xXtor5Q1rTxPpvP3Lf4X1fu+c+WzBOYt8O09p4f/6Rr4vnnrSl/+g5LSb1IlmEQ1FxUdzD/w7wlv01h7ybpMQN1lD8iOR6W4SRiFZ63XuNk5IajeXzdn7vc5bMHv/wR3bNtcX4Vmpuk918P7UyWhS/+ovM0md0/xvlzDO5Te+TCS8sesvwQtyq0rUwb+CKr9b+w3L3DTy9TNvD4Yv8Z/827zeCKT39Xgi3viPwTT+vXnUVzIHXmtqVnfgkyx2/BN8N9LkkSfcfC92+L7iVONd68nSS+CGq+X4Z1evh+xfXhWGFR6k9ysPSYzDJS0yQI+RrR/8NXh+Pi/NEiVtwh+HoUVf8r8R80r4IbnSdPaD040Xe9Aq3xmlTJj3t11f43bL1fGgvvl7S5j8fmjibJ33jbV+zBVqTl/2m7YT7r/+Cq0fUxOmxupjOXLiX+/BZw37ubHbmoy/C+rG6w4OEV58Jl+HjzfiIykthanoad+mabecv67h65sadZjVkpcTqdUmkT5r7r/12kGeSVfDFtfgzX2Gpf1h/kuEP/NVNL8Fl7tHy+NSTL8w16h27tbVUxo+XU2T1jhHr+7+g9tyfiBhzMZix3qKuHCgbt2YNOffahqJf8qWs2M/YDD/a+Ny9ctGq4311hvM5BoYeZ9GoaiLYnm5f68L8vFc/fX9ZV5fW9RvVXe8yUTu76+XUeefwQeM7fabYx4TIpbHqfL6qzOH70dDnTx2Tg/mpNfwX11jaEbNQZSLobT/l/9Q1j1CramLY7Of8GHd2oJvc8YhC7TfUy+X9egYS/2nSSX7OM5/C3VTS3x5pItFUq2bzlpLz23L/9hW7fOXrCqnueZ9994KiXny7sJ5LyCy/9WNLNneiFZ2NKJclGTj+PVE2RSGHT+N2yt2fyc8ViJL+/kjoSp8v91h2fX1x6vhWYKOEyh2efg08NQTf/ZNXJKgT2Hul42eLo1p4MKPEp/zyWw7LiFdvdbnuHr67nnd33PbDtd/422W27N071/NpVxXVUEusdiyf/nt+hLd3ivwrJZJHlyQhmoQWE9d2LCR75f40js0Ht9Tvt9d+eYf5/8v7+CLxfvxpTVvn7M9t5fqNuCYofnUOE8kfjdS6goThrdeve8Xq4nJMcbP+8uPd/Ye3qNtaWLw+dFukZRkNdE3xNkIMT9Uyd83wxz4llNaKVwnFq4gP3l/8nlX+GMmdS9WruOzrzX/jeM08+Nvt83jZGcmTfFHZjcOh3/mBYZhdQDL/utV/jeptLsyXlWlLL7mz6Al3ez8dmoq29LhdaVB2CK/u1r3HV0eZjgjzxYVam8sVHRBJxv8rtwQURs4XNgeSDInaTs/7IuheoCMzkpvWrIZDqO/TxfBBZTlCa+aS+bzY6aQlxzoR8py//QQlH4vLzNz/1+51+DbxOST3zYTzePLfeN7ivNhs03utKFOpNrX/wrtMlinucxbnPUhq/w/OPavH1dnK1y9aFq//D1372lVoN+FqU7lR/l/3xuX88u6bzTRdTl/dykPPNVHdHZcApf68OZdf7ASfrO58/+N5PdO8bknLPqUvlk+qgu+celUC3BPv163wpy4kdL8kZcuReHcc/rX0Gqw37lU61S+Tme8S+N3LiF9u2FGm3vjjBIrjNxDiI+HhyLOq+N3Vj7dEwdXMpLkjC7Na/1n/WusbOx11O55PWbDMs5zMM3TkqavMy3f9hMjNfEc4NOybz5L674YKu+bLowWF8f/w/afzvfmhjcImR/8Vvd8xP4XvmwuzqcKjimDXIfIHq/j5yV8jXl27fL/rgg3vDvi/82r6RRdk8K11hXg95U45ikgbiXWLPo27f8M2dpI7s0hvr9z8wx0tH5H/CHVPc/Kyul8LZlKUvzMqp08gZsw5uvL/6h6uubnzINVn84t960HsVpiWBff3LkFAhhaWNJbS0dfhjOvp7Shm+n+tocmvb+CWOrfl7TPwvJvSlaVLChnOdM7g5bWtltWl+/oOefwfeqfXy+v0N5/7jzKbNn/r71S/L+7Sh/1Ot7c8a4I30meHjB5qYYuc89L/rrF+N7vN+UNVc6lPWRGGpGXjvg189ZApL/+bmgvwXZt7u7V57lJmMd/L634Juq2l9+Gcik380iwc+6kh/BTVTZ7nit3Zl/q6D1+bRevzyUPSxY/HesDG+1Ct97qfNQ53G4GdSp2Zd+43mhi9IkZhnpFz0kZOnnC5o/56nC7wfI40iA+Yvcx8LZfyxHVublHkCVt/CqLN4P+Sq6fqNzXPg0sf1SrJnfbDF+9qX4ey4X3c3ku75Tyn/8u0qfwtUmTG8kq+CP54xwS0/h+ub5uRenI3v9zVBp4a8PVxZtjqL/wrIMRz1XvdflZMscz/C29qNRHgxlkVO/XhfVbvZLdzZ68OaV2PxtkdPr1BBut9yd8m++wH0i58O5ftQ+FVHedGtOGrm/+GLypZh7Vv81mB3wXbcpQsTF1aUI2X/1BBP7OH81cV3Fvr8s5Ky/LXgt5tWXed+GLu/F1X64sVbpqgvhjh3Lb3rdz1wyhiTxgpf/sPW0+f8N1LpRZxEJuPH/csUH6Xwx5JXfzY/OhnZfpEC6oj+DCqvqpjUVLi3FsocM45rIDPh29/NbWOvjaewXec14emn7feH6GLGPMc40jr7g18Ny7W3yEoa7L+CLV+WX+vCs1Vth4oabp2QaVZ/4S5x8fwQV3y/eWa+tGhqQ3aL7/Qe3is3RaFNdj2W3PgBLDxfV/l9fw/T/fYyp3R/PElr+2H14X/ipP3urXzU7VeC/ert/v5akU/Bfm+Rf5eGOH/C2UW7Wv9kHJWv4ft7wQf1bTxpe7+m22C3wQanZ9q9T2pYav/+C+XInkGnVyeEZMt7P6+nYzfl+/cEvD7o9S+DXpBzd+6q3+DTz1+G1N3K/gmtVkyGGVbn4MKyb56t9iWYGpfCuoRPolPNnfIHm9fgm8kpJTxy/Ldf5tHX4Ja1L0t+csv7+CLN3mYS+/4eyYvK958OqY2fbU0T7GvCvLXu/Iiyq/rw73fVXFd+zTQi4Kn7Vfhquqprn9r/5rt8v3+HeGo/NPNM66z43jq7Q/+f2zpnH7TDy+yYKtBnwzDGj+Msyyld9eL8+El/zlUP0P+DbwWkd9ZDfX4W26RcvMK0QJG2f+HOf1+SwR/ezffhfPaWfL2nTbIv/8bVZubfTtrV7jwxeJrv8PdM/XdrdfDqLJ2rvL/uoYi65otpSqhvqNizL/hyZ+0rSNSu/5KV/wn4R/hGjDN+/UFV3WK+nn2L8Vdvq5YrwzaxiVF0x8q/6L7/ha9zvXSkL8iybG/DnmllH+//wxqiNhm+vjv9VEGvmmDTxXd+VvwSY5l4vwztFbr4dS1v/gnrT2n6/DtRinzNf4625p+4d7Z7/hWO/9utKD+wqqi3z+Fae83Qpb+7N14KN75bVvwvm+VR1htZv+X/1C98onn9f8d/8KxiIjm8+cRD40zx7/vrD+8vXVT58V4spvZfhmRpml/BNDCB5A3F2mVw7biX9fWD8by8h0qAtzyEX93cgvwJvw2jvfw9O9+Xbblg+w/YYlZw/dbL+l43DfRd8KDyT6VvW5iKphMVOcmbl91fDFdUshGLjM95ZkLr/PWGO6P4EPRD1v8K4jTCGzj25jn0xVz7q7Rwa+Gbu7rc47fy/9YLrpIshytfhzjrWV85k5KOvX4MNj9WlWLKLJtP//BZbNDulP1yCy/34/m3VaRv/JPp0pEv89yGp0vb/4VInJyt1HmmCEvjG0//CpfDZ7w1UhZeQph77d3l+/wUT9Xvvll+r8bfV3vbeailB14Qe9f/DG8apNJRTwjJlxeWn71xs8Ur3eFbRxJcugCvmCsm5fr8K1pPTCTdZ75hRuyh74a5O6x+7i/8MY3m9btyQp7zzf34b3WrcObx/+GShj304h8Tpf8GfhwhWZUKbflFole/D3jlU8KKkib3RlQ7H+QPwVK36hfn6zT2Un3KZ/+Pu9q7WTSWxf4Zu1rcok+XCL8+DDaqirX1MDdP46Tb+Tcjcv++Fs5EdZsxn9fJcbdnEZf/sJadLj7Z8MWwtpZnc/FYzrgg9jqWAQM7p//f2Gr19pribxb5fr3D90CnGdJu8vXDS5Rg1/8182V3gphVXuXiu8vrCPwrqSG97SIqq/8K9N1fjvF1+MBOTrr/4Tu+1VfwQeHcu509cnVh8xaGr8fwrvbtmu0trZ/9Am55SfxQZ+Go1T3WCPYo368RngXfhL0fCsmfqy18P23/l/3wTzsPxls8Veeqtns3hchr+GZuT377sa/h6+b6k6TCevw3Jjy++ue/9od69yWJZK/H0mwuve5yV8v8qqCO78vxFEs3vJG/cNTc7hU+DDeM/y/1v+Gt3nFDmCVUn/8GGqc6B9fhu1Dy8f8F282nzuy/14XxPsonfWGaR6fauA84AAA6qQZvgL8B5+YNZ6pfBbzJlJrLgZeZ+C3mLlN58+fggJzZPl0u7Sh8W/yeUqW/wR7vZ+GeYuzWUKOX/L/3hnjLRuY/t//hy2r1/IuR2/Pb+ZKV68Odz+LNQw0pCT9a5s2/wR9zs1+fsCq3V/l9/w53b1TRhnAP/nrjPfg08Mx9j9Xvhju9ideC/dveG5InPo5VZay+v4IZsNvm/CvL5jSLaHEN6VkXxsMibR9/QX86+TJbjlz5Xxkyl/VXBfDORn+IckFzBlbOhJH/Dk31X+GY5fX8F1avdlyov/eNvtbbVzXnOSth865iSCWLL/5IK95fzXzz8ov6vk82fC29pQ10dflEirz8O8ZVu80j3Pmni8UJ86bsCvL/fhas7DdN8p23/8FlreG/lh73K8/BRH+l3cLZf1VYI+NoPoNS+6Xh6u7xL57VLGJ+ccpOZQ2w/8Lczrzy2PuCbUqHNf4IuW+H4MJpd3kfB/TBHsTZeG/NFSVpkL9uMndb4dzd+k+qkv59UEbR/+CelNule78MSFBP3Nw/2mVQw/ye4fuH8PyyZb5vk/3hx2CA7Z/w5Gbm99WuH88e/fkz4JOOGK2/BHLdmk3q8EEIVr7FzxTSyo18gRPNDcq+HN3sm2f/+7/waeCmXPes38Pw5P4I1rpni8Y1/4KdYwyK9Zv3yy/14L5MF992fzrv8Eshd9K9vySDq68KylFPezd9wmadmxGx/4Vi6fRTc4LkTmOf8T1aT3+DC9vllWDV5GF//gok58z6eK5rg/GzIry98jLbEOa+yw4dvw5QwzBY7/girTub+w1SvVAgjZf8v304T6m20Ei0v4IO0fn6z1Iv+LPE6GkcWaPjEPwYbzTnkTNfNUOpSfL/pqCzO1fDQjf37mWPhrxyizMjs5+DQv/0F9yspjRWU8sO0rn34qu0q9fYML7Kb3jElJRQMXzD65/DDy2sv78oY8akEfOyE778g5hh174cqbNj+hSyHC/wX73m/C+U/s7a+ht9ZLrwv6Ts99aqVQc9LTRS/t+Ft75nP2Oc1ySNuvE1pu7/w3ZL6zD46+f/uPU+/BVvbeRsxNMKLZxU2voO3illWt5ZZYenUaQcuN/L6bV0vZfavw5Ucx4v48HBUvOX/1Dk2vetWazGU5JoNPBPL387+x+EI/j5JGvefV+N6lEp/qzV7vXz/Mt8vVfhKVunvHjEv9efF/kmvwnNDnf/mzz/h7ahrC3e1X56SH76sEG6VR7vc7QvU+ng+96J5b+Td3l+vxEkD5y//DGVqK54a1lRJt/rxOknWuX/6BNe8+eD8uR9/hi9+J5w/aHsv5tqq8L61Dvu5BZOj4S8Lz4NF9hfVo23dyljiDw2zn+WnvL9v6uPvSd5f/sTy9z/+G95fCxozOJ/rzdV+Cbu58/HPxXqnnxU98bhfybcVkfO7li+3Uc2t7q+X9/BVm1vcfZ66nv78PXb3lyfKvVyorL/huzWsHDO6LDvK07cd9YLeZ8//Zf+8OZc1/OfKvfqCXzvWX2V4KN71IPtwW78PdVl+fzpXcBhQ/9d0s6DXwWefOfrMr34evs3tkXkOPd8sq0aLr/h/qaJoWk526/QIffXT5vfX/wSTdX9+vfu5av/BZ4zybp3v78N8mVWTf/BXTfd35dWX4fvvy5rSIL4yVbw/spfv8L23p1dBfBgoNf0/+CrnxTb+7xfnrWcskpRXFnKg/huXv+niMvlhn/5L3NT4WvWde72hPpraFOQVDkThN/gw7pLepsDktiYRap0BJhlKf8Kyj7mzBbL9fh/Yv/whPtQ3iErykr/lh6PZKDR+oL8eZfd+nmlPpBUpk4fYa++Vm/wnSvNd/zaw52VfYY+R+e7j257/BZz1WclO/U0vL8GF9XOzOZ1OfOLsaaTP/hvNFfqZEKwqmqv+CbpLe7j4e1fL7l3Wcad8lkh+FpzCbbJ6a/HeLP+ev5FSbHy+v6s/J3b+CCqbR2lEl0tqwwyio/5fv8EMjZK1Lljsv1+NJL9s0jdN6927HzqwtSZC/KnKtNKX/tIJlS2okf/jMzfD3J8vZ/+DDKsu1DFDjfu5BMGi7w1gXckNyASAuHDleCB/qwN/Nki917jc7NeX3e85k+N3Xm/89fmC43T+TNOv+Gs+uKtKaoCbfXrn/l9d8bDp/tmv1wz8Pur58vFTP1zvziDq3IZZkOXaE1/X3h0h8rfj5Hl0K2iEf4LaeUeffXhkqyFOHwyu58Ie4z4b5LLFfGSpcO/+CTN1/fhnw6kRT+//hPWln3W6h+tb1pS4IcOEPeZECl2P4dsoaSROe79vftu/rpWb/+WpNfl/6sM91lXw9k/l++sFshdaUT5fEVVeCDbu4X1N8tkr71WVEN6RmR4avXZwbP7Bdm3e65Zfqm7DU0P5BJ58v/l+/wS1HGhd3Iv9fh68Xmh59X+4JPH9L8N72svqYKZV/gsn1npu9387947nv4c8a8vlD2HX3wW7bXbdxXWCC9xrBaXc1/b5hR5G/BZafhl/ks4cz4C5f+sNSX3TB2hqNxn19gn5lyc3KbH8b3w/bT+bzxJ7NrzQdUIhRY7S/X4Ltwy92m7FeC0kv3be0GvhUrao4Tac43Y/RH14589fIPKwaQy8i8Lb3WYzivTOf9eerWGLJ/w1hMKo8Ex8lP/4JqCtzc+bWJ+GpcvWUdlv/lmyXfw1xBx5S0Fd+uXK8E13yR+2X3/D8ltoIfZm9dVmHtHz++7/Bbd/VYvw5qlX7g+gaF33wQebSoGWlvX3sv8bevz1LPmiu/BN3eU/YY0RfhbbvqT8H98g9LVA18E9dZf9+HZe+76wo07DyhVimavyWW8v++CbUu7ly8X4Rmm8N6x3u+5+i/O9YR7ZIUpI5ml/xtsmap780t31ENlGrF/xHk9zs/w/V033tz9VmLG+Gpf7/wRZTVcvwQw0PL8Mny/GdV2nNLtrpS/X4Z8T/ZY1/6t+ep+Pmk1f147kk75aZpfhXJ5e85hUtns0v/wS6rnmucX4I5/2INPBfSvSjfaoUJWNv/gql/UhHKXPnFRf1vBT54pEtZ/fO9+3l4d8N+XniiuX57If/gpy+7Qb3Gp57O5n4Zzqqpm0tU7szXfL/3hfGVEmjFzSjUvAJsCTJ150tAvDKWn/gh3ux+HJiUZZoNGL9ogfRxQ/goyM5rxez89WQdcptop68OUK7qQXy2ZbU7/hKR0s60t/YU1vw4PHa2laJ76/BT27Z2nTvfl++RfL/1gl8tu93HwSeerQa+GOm959znbKSCT95xD8iEyL4W3a43N6mC2r+f/Pl+Mk1P+N2zbqTk1Koamt33+cSB4Ef3ORfdxvruPl+vxOeVbPPb+HLlN7nKsdf/hW93D+RN6kgy0EOrRzeEC35v+esqxPsOf+CDM3fDfk81bUg9hnpmDQZl9A3x5P2O9F9fwTX6zP3FfY2085F9KL6TzfikQs8Jee/+CKurH4ct14Tn8yAge/4ay+uGSLtCfy+/4ruGM+Plr+FqzuLzNy+PGbA9/gm3WusX4WmbhugbztQ5ugv+FdS7L19R6Kmrs8OpGG/1BoX+/DlMvWMwyX6CEI323ov+Ooqr3nP3e/4bvepFig+YR/4JupPl58cfC/n5tdpM2GGovHD/5dObJf9cMVcR/pta/UuNCPwxcPvZdw3Nx8Xy6V9HXeuCyQnejrX329Zf98I1l0MChy+yL8v/0F5cfPj8MfPt5fr7BBlxbbmecsveL8g/asGpfr4JLdqky//QJq7mZtKzL+9WGoY9fV7juvov6+CPk8iZf0+gX8/7v2atfvfG4rQ9W5F44vLvB+HkQjg9qDbwYazz4rKOPvPM/l/9z1oOG7kP+erT331DOa/wQWVZfPh0VauPD1wtmfgsq/tpliusX7vN/gnrmYmbfKvDPdcPh62fTrw3wtXX2cZ6hfDluN1RL9DfptCrL/rhKXfcsOX31xWGFDzsfwxz4fYb9XbXHdsCpTOHYp9L/rgs55cMZadm/c36gwzS8d7v4b09fw/qvzZjNODTD+WaE/Br4LcrGZjeEa3w9isn33JnNRiOkHrzo/vJw5zLyFh3uhqa6dZwYfb+CuJw0b3e1WLwgy/+oXz3mY7ToiUzuKKSL/C2f9yfZwm5Df/BJxtdx8OZLfxkeT9y3/hLV97pfYWxO1P9W+gpRNJsjv4btG03o+nQQn0b//gku8QsNl9X9yc9L9wRTYctDEed+Pvz4++e/w95Mmk8rUo00fAsX2RM9oXwQ3/2/BbaLeeVO2/UFWGcn43lyeFdoNfBJC30fYfDXTdfZB+m0U/D8kvfKKc8vDSghVY+vDWk3ynHQTeGgv/wvl6sgs/Mtz5IvDQhvr6fDEnpzfWX2UHyc4s4e+C3z67+GvoEBML7HHsLKj3++Nl5BvBL9ruw6XSGqbqK5v9T876EPd/o05czZ3/DebOLwT+43yDJYvLfBTmiXY5tSrP6v298P82LKPXcP0OuFXNmfL/7gvz3amrKGLh2KxPPfL9/nwfOybZj3wtT3zFFi2yFTToPDU6rzOvsFGXjOVzRPinTLfWH+JfjHafz9tk1Mrcvf4Wkzc2vydfw3/jBr4re76/BLrXiH5fhXLJ5ya/N+aLc1a3xuoZHq0iRune51X3zegseL4L5/yXXGUZ2n2sMcWyuX/rLl/8F/jOsuakGJnEHf/nu+deEbTIaH5ftd/w5utSDs+p4xPaJy/u2o27ve4rE+C8lUkUjt8rtxn//wQc0e2qbn3jfw2k8f8JTdc80Re9ZeG6nIjnbdybuZcNu5eGV47Lr5N0iP8v094XivvpJNDPax7IYLKdOtuwV3tsZIk44/Bm9zC/BfrVSmL3Y+3WkylP6wQZ+aUUGWj/DXaDFf2ETpvDd+nvwzIffghH5LzJWHEuy+/TPi/5KFTRf6fLPvXknz/DU/6+gRJLFv8b58Ovmi71+e+MctZr9eFp79ykdRwUTEX9eSqKVn4jD3vy3+Ga7qEPPv/XkkkTH/gg497jnuyPYhD+ykv/8B5QAAAD6tBmgAvwHp4cDVx7mRX8OxLDjqL+r4IScMsk4l9/sPlwl1HFRG63YmcH5woFkZ5+N8NolWRv3ba92s+uxtBL8M4HolyzBYj/rhAsMlmasxPVX2GLhp3i/MnGUSSkNNpae2We/MfOOorePgv6hfEdI1y/NNw5H8P+N82n3PvDN2X/wRcs8vwTd2it+L8dyfqs0r/C3mYLvshvm6STZ/82pt/hjVy7GbHXK9/rXE+Z86kx+euM+8I8x/hTzfhRVudO+LL+vlwwZbg0XeKxLkN+zX4TvjpzHvxMXTvNp1TP8K3271X4czMQHfwYW59ynDi/ZcdkP8M8sj8gpvqW+SgxJxavxMKJw/NGvwnlY13+FuZl43V5ZB01//F7k35ZLwYZ/ySqYVNOMg0P/Cmlfcu3VXtg7fh7jStnmi7j6mr5Q0z9K9sPhH5kPLONOU/F6S8icufBZ21zdZP9+C/N8dWrwQQ+8//w3kbCV6F8geIPhqW7Z/hXPvzRguXNd/hC9umz+Fufz6T/uCColV/L764YlJX4zTXyBQOLqf8EMn+UGnhLqr5v8K7y8InWX3PF8Akevb9f4tAr/Ctld09tk7TS//CN6+PY81rw1l91PmYv8v/2GK7l4zWxDa/OFw/eRV8P8+0/FtW5/W2EvDonx5XjMvu6pgnty3z+wvJwxuFXGrS8XDU5i2oTf3hfBd5cqbOLW+uvw7WQjLb8vXb+XkCXwrq5LiH31Deeqdf/hi2+7rXDUlP7fqGprVupn4zp8ZT4l4I/BNn8yg082Vl++822/4MPNI+EsNhocZLvCSj6UephqH73riZSW65/DmTDs8vnfMf/DN919qNE5j/gnxz3Ndxv/fhrlxFFOShx9r/f+EZ9W2yJI22imWX4erpZWOaFvhJpc0tQ1rZL+tYWvbTu44uqDP9ziR1u7O/4dpmlrKrvm+Xw9JkbvM1vDda4MJvfzdakUpdow8iTR5eH8Kc8+ddt37g/Fac/DNjrcecLPMsvDdVXqbZFo68GWmkM5fr8bRbvfUuJq1uuvyDw5Pjr7BBAnfUP55ovSeUuNqQU+dCE+nrL/t4L9ueOXg6PoDfyCytJ/h+u+T3pn6v3XzqCyG5+DTxWbRqjPqaPL/3QMI60fPZ7qx8hYwTOiq+FZNzoHSvdbz5q+ii7Bgq9vz2zVY6/Dcj68Pd3u+qYZHm4CX9Irt4f+H93myf/jVIuEPH9//whSvh5x/Z/8E/m2MLuDL/9rX4e3XkRm9lco4/Jxo0fCGne73Xl/p8FPN79+TPx8TkjvevetP4XrV937Lkd7/w929rJjmI51qwUX9/0XVa8O0rXGVdc1ZKxhDLK//ufzZj/Bn4JJe3uGX/1BBG/ftM1tQXSxFT/EJpfnsJ3mj/L/fgnhp5V338Xb8O8pa77zv1na/IOFDY2WHvXC0Vl0f97z/D7RBuWr8EOb2Xh8OTEcIvQvkeWdH8EvLxtZri2HwW7rdvcLwX6qrrr5Vo8TH89WXDDaoapIaDX/w1Ge6rj4z3/vxnvh/jePHce765ej/4e7liVrTsTVlR/+MNYZ/g18GEn7vZN84ehyT/l/ryd3+Cen3y5d+F9Wp9t8PtuAR6vc1zVj5a1rw7WeeXwy8skA9fi/+CPPnBXhi7/D9SXMOhLrF/wS40y8t/l+GrS6ppS1/4drXd3XfX2bG63rgrlh67WHf3Ga7wYZPn/w/uY3H8F9qvjPQdhP5t3/43bur+eG61+o/c8v+uG72hPF9ziixj/8K31XJBfMgDCJ2QbMeOS/C26p42vl8x1H8GnQrmZeEtyevTDfh8yM64et9/+C/Li9S/I25Xp3b/4cuXZ4r8PcGxyjvw7zZrSnpa/qOZhufwYcuSNWZER0syD0O2TJMJ/b/4IM5Gqe6vfL+3jM+X96w3cv1+G4ah/+CysMe3Ll4rrl+P5+taUS5y/r4J9L7mytvw9Sd71SdZ2V2qmx/14duW/GMuqqo2TzfjxHI93DhPYTSxeL+Jxhl71+CXu5qZzj4Xyxarl3yuehwp/+eqVtFs3/4ctrRGFIetG/16jpv7vJ9/hW84bF2oYI86kCDUcPfTh9kYXYEPX0GeNoNR7v+DPzeK/gqy/aS1taUvwUcktJPL8Ecnvgy//R8v3lhL/3ghzZ6k8EXUvb8EvG//DfvBeCHxf1eK5Nl+/w7OXq0aXU3i56HlD1HWfrL/9/hcmbFUM298rhn/54zKZf9cEBWn5q4QWj52rzP012HpZvwx5rz+od+sT79x8IcPxI6/gr59qttd/Mv/fBn4axcO0wkqAS/CVz1/hmm7H3UOL72jv/890MaGDX+X/Ww3P9Vw1aP0uqBfhmtGt3Fb3M3yhCBNv9uf/jczKrDe0cjn/k18B2Qi/Syy6PTbQnWy2Bb4XI7daV1w8cX/euFirhuoWHudP1n38J5s2w3lf4dpXzx1jH3XAl36P+X/TwX3bn1dPGZtRL0mcXOo/himf6rr9SnUv5vNG/cL+Squo9xuW2/+HJnFqOU1huSO5GVZ9/wVc2ZfL8v6/BLfUSbdbFsqfjbzsTfzYXG6OL+CRDgRtrpeuQmGOP8FNOyhrt7ufbcWt8bJt3hNvhr83BNvC/np9uGErpPg38IZPeG35/Va83L8v73k8uS+/qH8PUzrnc/COXj9bh6V1+t8Ed6JUqll99bBX4h7sze5fB+F+bKRcXX/TGZ/8F8mlz2TuTT41K/8OVHGbWvzrFF7rw9et3m6421Z5XDkdvpGJz8Ox+pWqL7ud/N1+Ou9+X++QF/lfWTF+QUj1Jf98O7vbsnm9IqclD1MfdAt3Pw5rGJTN5Eeagw9fVPBA+N/PxuXvb3zIFREnW8bLcd/l+/w+SqT5ayf4c6OemHaLBt4sobyt/yx5fdfBBSUt/L916k25lwtl8/hHzY1tUk/w13VfDcXBfRf3ywvdKe+euWJz9V/+4d6dqCNLs2N1XVWv/vqFwxNzcf58X5hkosi//DOTZN1Shl6f/h60beTLz5C8mFtrDeqlUlQSE5f9cbXJeX589nT8J9MFv/w3VeCW5xL/1i33idyffDsmPhnuWjM5cjnv5nB258v6+CDe7c/0rkTlCsPO1/vbw7PL6BH8bXaHf/H4JPfn63wX2b5ZzZ7+MTTf8P+N91aU+Rlti/sLyvg1L+/iJ9rfL/rF+G8mKm/x0bnGifLdfw9YjuIS8fX5sVma2uG++Kt/DOtPX8PbuacxL/d0Cve9xL7mcl5q8EUxs/8RvugrjNb9l+p9f/8Ky5fGUx6oo2tyGv+HbZNazjFXfpQstZryLw/2qX9YPwX3vdJ3xgnlGiDplkw72EH5l/1wzVOXxfILvB6XXWFYh4dH37uRI6g6eeySGVz8LZyOpraHmfNAukuZ2zUQ+h7P+DCNLPfdOPmTWZYGvm1hx5eGuaTqeWU/6L+/a5z8EHPLu4wyi+bGH0jq/4L4+6OVI47PXDmV/+CTu+5+Fe4Sc9jrXdno4MJO4RjudUIE7xEvXl/9xttdO+8qJ+9Ud/No1//wxK/8cynph7kz/ggny9act1mLlF3cb/4rJ93/nymJYbiYLI//Bdn82Eb3K8LZr1CPui1Ew84SOOmn/DldWrVSmikvtl+/oIamusi/uLr/BD0TxfnrGLZE9dJg3D+vPhkpJRkWn5/OD6ClcGfhwhl8XI3+G+b8ENp08KvHeTZqEX07kDcv9Ljcao7+d9mV3lNPmcVdcIcPzZQl9dYIN03PFZcRNSuH8rBXNBKL+r4Lc2ifO9zPuZvxkV/cj4nM/Y7k8v/qFNSKub5F3Yh3c+P11eHrn3t76qvhuJ35JrwQ+N0g/BhJgwv5uvtkMmH614Zu2r6x7rB7/gm49p8rHYfBFpTbBXju5Md933g18Lbncz7lovyNMPuEvgjln2fhzV849iIF5p/DEmv4904fjMDXu/jeXJNvPH1rWV5MaOf+ev5Ovx82LN+78+PL+/hnuZbuzDTdH/BhPFfL3U+h9eS0SgnDEuPR/PcfcGIcc1UDb/wR2RurpRfhrnlVqE3bV/L/a4U3d27u7vm9k4l/uqBfeDuFOXdTxh9FV//CuyXy4vmWeVBX0CO6QS5d78Fvkhq1F+Cjcvsoa3xfsqKH3sGfmJEc/h3n1SZYxnJvT22ZDpJ0s3vsO2nLl5MFcnn6yzPNr2zipT/8F+neyKf9e4e7L70nCuKO+7uSvOPprydTIA5LxRfC2fUl1h6+Ui5mlHNtV/BfLvnvgpWEf/+CDmq7tdVaxn2n9fYfqvcqq+b/a8YQJYor9wTf8+H9Mqfqhu+p0Da3T/L9b4ekxeihekPC/mo4YYf4ei+n+CGb74fhq+aa/CVhkK4R+GbI2X2PrCyuOvD99o0cmef/GEWvq+frwWcmdteevQal9b8K931dcJONedqPjf/XD8NSvXX6zL/DNVVJiCD/PbsIP/f3f+GFsfD2MYPnjD4/P6kWy1IF//BBzeHmR/Yz451uS2hrZnswWSWmb8NayYsyivy/X2F9XefEvRUB9bHXbP/xGM9dr/r/C2t1qpRfjomtKvo/u6nzl/+wxrV25vuPucaYL/C9tR6M+SeDEzW1vVELS/0+GO5uMr+CMll521D9ieXvtwvcUG71mvmqiyXCH1q/fh2/371SUMf64zvaCi3kV+NnTRWMSnfPnjdFn4j84XMHGHmhP4dzMPL32yU2IZyvhN+UWpnBt4qkXXvN/wScseNvdQ7ivGVis+Y0ydhG+OzU/593fvawX1XLkbq19gbKvOPy//QIM+fLz80uv9FvP+HoXUH6myZfrlqGU1/+F+X7d1/KFTo278MkvWCY+a+j/fWHiz4f9slDnYJvT7IwaVbH/kqZn+Pq6e+W01CfwDPw7azNu/OnVZ6wzcbKbIobG9cO9Xz+q7f53pPG/gvrOKyH9Uy+vfeX63oPSsV6m+suopwqVo/5fp7whvd1th7z8Jqs1eF8abMkyKEnnvXh2SBpqpf+G/Rlcubc1B/Bp5PEPZf78bqi3dz53CrV9Q/mNyX/8MbaJmbORwog088Ktwx3v8E2qPMvJlrv3P/Xl7mavFeO90M2y//QYn0PFCkoXoMtilOAm13xvX/hzIuu58MS7rcO8v1+Guf3FsZlU4yWvL/9EvX8bor3fnPlifPUk4Te2P/hnk9fD8VtaN3/BhSllNsxSobYn6frw5zMSp5ly2USnD49dl9+1BBz7JsKtXd8HGpW//DfDkgdVCLvY+DTxXDVovPevDM529Q0uZr/ut6l10kX7r3Cyv15Mn/nwdB67/XWHeWKm5Pz3+WM3Nohyx/iLj9eKo0kte83/gh5yEnyrwzjmvUMOSD8cMH3+FciCnmYfXH6//8mTKgPKAAAA94QZogL8B5+Fw1uQZrL1+dDAJHq3Cf+CPNTiy/veCbke1e05+CAmONiXLXp1zwftjk62JfRa/F5cvxyiL/7i5j74TfC/8Em6+/C3LxDl7RsXzUnBv4I8qU0tl+GJoGRESa1xcZaxf8t9/nr88CzZH4X6YQegYxvvXxn7hLPMGnnr+7dJ/wzn3WNlbv/w121VekZrjVXrz/EYlUs0v+CmHHne8X7VZ0/JVVX4MPG6jy2SvMqGSx/4J4eM68pqSiugdR+CDlKbepDZ86/Zh/t8v/WI5r8+/DHcMvNcrl8ysgWHxya8EuaEnXZd78M36qst/l+9cEE/07vVF4TB4yw8iaNQ9a/vXC3CKO0u718ORfLaLfh+OY5ku9z7VaREzhf+X/6BBl6xVTuGni+tfh7ZmBrhf4KJBfKL5JmXJCg18VL95f/C/nrkyoZuZj//CmTQ1l29x7ruY+0vxXgw8Rga5j+KRJqcIKEVUnPwVYZe/i5p98qL7/r34vWOU7X4WyR3nlaQKq1/8PxfaibD5bfVm5oNEcNw3yfjb2/m2fZvk8wwDt0Py3/4cvarwl3MNpcRMh38vrvhjUKNLe/OKS0pJDkmItD7d+EumRCps+7t2k8v/WDCt9FMuYdfDVJ/L794Z2qszIxZxOeE1QH/grkIkS/CjyVfRt4a1wQbxWX+791OYXMf/4ZvquH99ya5wYU4DbwQc/3uRvqpR10pE0Zi8AlVa3BTkiB4g/fn/gv5qd/rTu8rlF3N/hbhN/ltRb1Xh2JD9a4JpMusrfVeCyd/zZ5M78NcvqdIGr3H/L9v4+RY+JZ5+V7bOi/r4Jbv99JXf81w348/4bu21Xw07Rwb/4S8fXl/x/t5N8uF34nn3WZvwvnJTTXVqLwyVL/8Eu115kNY7z5f9PDuG6z6js1LNwsqe8WzB9sbQ3jvw3krdfuC7wnnD4NPC/Yicy7PSLYErdffONGHFqMF8N6pJLT0+MV//8O5/2cmkr1oruW/B//D3esz61S84/5xeH7ZfBfy5m3Xjn4f5f/lDEjzeF6h49rNc25F9uWAJr4Jf2+QNXf7+8LDnfDWkX5XLNBhi+RbV/4X6qPYMcdcXYwSdqmcmYqnt98NXudruH/5i3/4bkzXzk7P/57RkbFX+X9/PX1LVHXL7/hTze1S53j1X8K8LW65WJ7XySnEiJ/BBNia3sefPKUJOMdlB4THHsLYW+C+XM+h7pS7r/BN4fqkhWxb/46X+m2/m/xt7ffO2Gz93Zr+Xw5El8Npj8E+X3ROlc/P6HEX2/4M/DWEPS62Ho9GfL6/n4ZNTo4wzSbzaiKx3w9Pq1lau8JeeewKDrWhm3AwJcbxLvfDfbE6FTrOcz/4jGLj7PXe9B2S2NN43aTq/L/BxKPEFZqBuXgny4IP156vNQM7mi//DVMfXqsdmQf+GdVSsrBkHX7/8EU2uvEa9xVqPLNq1+C/W7T6w7YrRDbGyxr+etM6GquSRU/4Iab8WX1/JtlQf3Wv4qR/w1wv4ZlX7qHWc/68EEgfhv080WX8g4/OPnrX0Xhl7Bn4X41R0NSr62jkNM9f8N3fcprPBX3cf/ub0sv3++qy/62WFXDmvz+a+689fI1iPWhV7h7kMpSj9YUr5TxaJkM4etzx/hvvL13chjKNHzXh7lxtN13aqH8AviqOimMy/v4Vn+rjOvYlm6M4V/WuFbto1Hccc4sezlPXgjz/yy+/4f4nnkwmvue+jkHyw+CKzd7n4e8+6pybqs2/+K8+yZTl/3w5zw1zGiT/2/PKDQv3+Iva1NkUv/ThjeWoY927ZtQn+UHFEmeX/3BP1bGF/3421XueZKJlLW+Qjcm2fr/wWbllU47jerfDL/6i8mTW5G/4cvfBYqYclT+9cbDeW4sm3NEtRnGf+pTIRX7F+9IevDEyotfk3sgoH6T5qnD1fwrc3P9r+vmg5Py//QK943TxXcRhy/BLli/P14Ql9+8Lwx9+QUZN63MFlfv+ev2QbSqGX8njUkv7vgrp0xpd0u7eX4IKZdNlLHmXVK79GYNM34Z1Tdo7ZdWton/w7H1ls1HlmPT5/X5T9sp4Gnnr8ZddYJn56+wRPs6W+FuGzstQhaCz/Q3J5cZVi7/+Gr5USqkraI0ibO5eGp/Ve0xqa/+HvOvy6nepn863/Dl89r8x+GonHhyX/ugR8nXvxuk8nZufVXOgn1ZPaGhSrTJouXeUXhvWrnylLv90iEWv6wfhjJ7pGa7+vzF1aPy/X4VnytN9x538z/h7Cj3X01zgEryZotO39Qg1OBpCpuCR+V//gnkf3bH/dIHw3J6useELe/15eGJP8GfhqbmoEP9enAJAXCKs1//BNTfIuL+kFeLn+yvdeFZ/7bm6kmCfXCj//8bD3qmez5lOeT7Mha65OON/8KEmi+6n2dSfLDB+KLHKYmiT66cF+lNrt6h++++nj9a8L31VTr8vnshfXi7veav8FGr1V/z8EFKv0jfU0SNziIz2pr+GIZ0de986ZTRv7gok2DEanpf9Ow7Ll2jz/dK0J9zrt2R9Rg501r1GJf+nDc1hvzz8+cLlChH+P/Pn4MNpOaMkh5fpRfhl3fy/0+H/PN2+/PfO/OPFHzh5Rp8TanOvPLg08MzeXKgg9tPW//CHUknbGP4N+9dYeyZDvgvpH/CfL/M9T2iwJObRJJfD25Q1Z1PSy5UdkbHvCbpNdP8m02vzWoZkk/hfNtPcDHuXh6P/h2yP+qh7xpVX39xKPqYv68LZ5YZdHjTQpxmHJcjVX/DljOSLF2TfLPOdl+vz1wzl7P+YpL/VXl+/w7z5eqk1S5Pfy1On8PS+581z4nqPZ/+X6+g9z9+TmlG1LtuWll+X63UMZu9YQZdlW286xoaGx/8Mzb6/xnnJvz2H0WwJd31wDXoERIh/h+Hy5sVK78vykeYbb/+Fu11Mi1TTMNNW/71VZf38GGTT7qvB+ELjwdtLpfD/J3Zpb5T1PUdNG8Kt//Lvf4V8z43ko7L7Vd4b3XPw74N+oWTJ3IHO9TtX6qV//wVXdceXx6xzC/CGdXlPfLnwW2W7r3w/D9VLseX5v9+PhhWFNqy5Ov6DPK5rD7Xqkov4eiHv9pIm/D9cSI0WprSr+WwW/BJezVhfpCNyj+u/wUeMMjQWMOOlrfuCOtz7Py11Bt4ZkT6sA1fs/8v/ShHuZ1qRp/+/oFdcyYY/j9PL4ZXhq5Us1MpHs9l/w3l+paXh3/w7k6Ub6lz3ENdFsWMOS6z7/D9IkF+X5dZHT4RNzHBMDfOHpf2/Bfe7vrr/Cbt+Iv4K4ZHpXs/l82KjIPkal9h6GlT5uWVdSdRj86f/hmbbH2SoDoGtuzl5F2X+lz5vmKF3+CTmVje4VF/rxUilv5Xy/95a6JIGnhfTtTNXX6zV+CWeK5PSuc5+DDLr6utfnZIs4X+CeUT5fddfgv6k/L3Ex8w65LkKjz5+CLk/4XhC1Wu5r1FLfG7ne/5eKe9f2nFsimnxvh+qIkn56/ScxidDn4f3SvTbWqy+tTb8Oc1K05fh/taS8KbzH59+fTmmnZ4fhLe9bJeFc8aQdyTk1SIw65A4itf3OlYpvrBZxWt3yPXD89TUT/+G+GaE64evp/l9fsEV99Qal/+wWV1TdZ2Kbuw+FuHtR83J18w8vmzl9eF4a4aBlXnj9OyYPfTzi0zSl+/wzzeeppvM+CJh35f/c1ar8O6KP4XrGFVvsIgsLSUQKsSsxkuWf8PXSupiuffBZ2f/8MWs2UrSnWkSlNf8EfPC34c867TKeOd/4IPGsaZamg18WYYBmSNwI6ocPSR8G/wQYxOdXz/b77IOktadT/CGdOPuhfVfxVNrrf57Pxv6v3y/1qGecsnl96dTsfDNz5bWRGHEj+Hr+d0vwxh3o7P1/cJPDF/Du0G9rxnnsvx5Rev44MsUdSyVIKOTwaeSaSX8Pbrh3zUW00pZ2hmOMiUzb+H7CqDc2F+eI7p5p1DboV9zsnXEn+Fda83WSrV/4VzkV+aWUF/OtqH/wtfdzfi/NA5p1/JibH8M9IizSprRF/y/+4Y8+4e94f1MKT8KZd4eOjFkrmu3l+DDN3vbUMyQrvjS/xFKYeT3f4MO2vNvycPPMg/56/OVgQ/tT4MKWHxdkmcvjRSaKd68EPVXZfr8FFdFhPWH37zX/P8CzKHhpL//BNXWaXUGvgu2l8OOGX4c1dtfiuvwUVrGYj8X4bu5ZcvkHpAcZ/zc/rwU08pyoY97nedb8KzRkvbCe6+HJazn8GEJHqr15sllF1aFvfnr5y2CLxa34fm1v4vm11DsJjKGSXIX/UHJfDHP5zK6/PavOS/+4XyX42usqxgq8G+vD0sZ93P5bi1hJQicJtY316hTtKfPzS1T4vwl5s1f4YkzXL30o/wytyDTz9fkdM9ef31xib+5M8v9PhaCV1GeXzbELAvSRdaf/C8+q/jVSrj+/XhvNUuamFMdnf+C+nPdPLzJXhvJ/w9O7ZTMbtVX9sybZrxFSNzPb5f6vDF4bpkvn7jB6j/L/7QMO7dtxPqZue3hT/8E3ORaWStund2/cK0se5X52TItxiNf/j95bMstLuvwrh8qVxjCj3Vgx+UTL+9cF1/+0vxXhW2SjWQP/b4+LJaf/4IS5K/QZ+QhX7/BFutmtcbXL7nwnrHqZ7K7UZFgqSx//x9d3f1Nnw5VWrnyPz78EXnX9+DCqXN9Tg01a/feDDNK4bw79j9HH9GlvhmtVJeSZU/v3HkuHODYn+ZisD+93+DAr39ZG8EPr5//4cu+qDI+PzX/DGtQ1MrZTbVWh8fQdJOgSap8MS/9YuP0vc8qbS5f0nwvcV+aQ5EFeIS+Z6wchpcUh+fhKe/Jn+Ovm+kk+3+GO0ur4zhPXa/l/esJcr76SL6/iZPLmHXy4NfDF5/2zMRt5P/wtz/k/X027/C9e97a+hDbFHfwR+TXPw5Wm+vw1cq568Jamj7T/F8v0ybfw/a1lvWlOFObqMzv/DFabu9V+UQ46//hbmOHk7k1W6zBS8/yC/PN/H31WYk/J/gg6ZDfae7ZLr9VPX5ZW/4XzL549fLEoicH/wxuWXHO+EZ7VT2nf+Fc0p4y++x+2H3G/w5JyKk7YcMpMZF1aK/D/c/52UPJyyMNK4al9/8/L9XOha/4I5P+g080OTG+/BPpJjvX52Pwle5/D2W68Mw7TPqGElP/XhW754dXUFb/+e7jXf/UM4Ur8L6y/9+97/J3f4WyL596/DcnFpb/LnzXhqlhljWpbdyDmVABP6e2/e+Gp96/e5iWJp8B5QAAAPIkGaQC/AefmDXGaq1wSaUrurzklbNpkX6L+7qbqX19/nL7Mpkz69Q1y4/fw5h+N+evlorFl/+wTePNHG6bheHKvuMM2xTw7q7+CPO31ZfX1BJNlctbuCbji3Ktrhv8Evhe0bf9r6gz8m3/wjJn5ZeZf4K+EWzW/50qxZf78ujr8EuJ+oxT+X4L49HfzNqU4H0f/4cyS4PzrKUK/wl3cslLs/PWesYLH68Nc9Tl1MWPdfl++6CmI4+1Xczda/sv+kod7vu998P4Rmuf+G8lYd9sFpnF/Xgk1psZfvfD92kpZP1Xl8wlJv4a5e3heeP/huHfufZg4HL8euXy/f4fnZvmwO1ykRk+9fJI4RMeFq9L4q7fP8Gvhu41z64SbkXy/r4X3efVq3zC6yG/h/D9Olb1V7q3wzdn2X1rz18gcMeTaX+F9bxW6rKZP2u/4b44vB+EPzvkP/F70+X/DGRRSzMfmSw7QUr/wYWj7cr6levyCUqxQvL7v4J+42oz5Xzy/VeFs+15MWMoDJ/rwQ9Iv6vDmTNXmjlZYxu3fwtie9zbr/h9dz/hHdPxXu0DXwRXvd+CDjsqSd+4nyf5+rhlbm9dZfmm4c0f4vzfjNXfuDCutUiQU4PzQqcPtDP3iXP4esx7Tm9K9pfMKJItHVu/wQcxkg+9nPuvCP9wQSac/+FreS+3acN/0vy//QXk/7vU+FFSP/+Fr5cydYsxM1uRf8FvUpu2rTj4V2zU5d19yIDq+X/fDvniPY/ifTX5UZhJUm/BVNd9J3veL8Jbl7/Ufo7/Ctyy4X1RszOpgh/14eiuXl/5VBfWvLxL0BsMO9yhQ8wZH8V/Cs2t45TVzp3/OUjsTdN6g08EU+wJe7dWnKY/DN32S3I/JsY7+G/PNfONkbS81f/gg3Va05N1PPHhaf+Cq8jIysjbz52/Bhmm3bTG15kPknkYE0U/HQ7/wUSf7UO+iYfh/uM65UU1fXz2mY4+fwT+H8UyaL+7L632CDu3y0m6/R/uCyiZJjY5/4MOT6V8vG++vBDk8n1XvIv/Dluq4al7xT/wrkGn1manDT2HN1//gwvyNu4mwn+sPhxzo//hyeS9U9unLp+6/+C7m82GqQiqkcS/94ZuifXyhNNlf74WoMGfhfczLbMypnU64vyMxuv4Uzbl5/7uPq306/BJ3Oey1rhGf/U2TlF5fq/F31O66BN+CKM4vsa1wz21dLdP/wvKdLnWsv04ZnIfhafrWrdVzf/xOT93/JN/9ZZf38E8V5qEHY/YV9Aok7+G/M8xl/6wvd61PG/vkC5wsSX8N7xutfyuGnn8nP/w35I53zCTmR8v/qHt03eWyG1jvlKsmxHNq3aBp4az1RffqRKrW2X/3BPVfNnL8OVXwj/f/4a05US/Dy9z/hquszccX+vF7z4f/8vNL8E01d4+y9X4aqHdzxqXS5/8Pczo5TyYk7vt8giU8Z7il74e3vG1r14S88ia581Gxa/L/rqfa7oZXNdHfdmcuX+CfpJZI2/Bhdbn82LKxHVk1RGmibvQv8Ny432f8wNPsv/WfODDgZd3YT/4Z017j5l2Rb6+oNfEb0Wdp7+sGX3/DN7Uhv8ej4vhy2EykdZtjXSBhhAz734aqo5psf1btL4d1OlORXP/OEi7WPPvH8F/VO6dfiEoSSn4Vhl6aqrnT5hoM3Pd/5LVU5fq7wXX2+Zjvw5NBdvnRuJw5fjv2h8OPffE447NTxjH7NkySXwvVfbagx0SJA//8K+X7j3LhPl/17h/s7c+ea65dP/8F/OVaafXIXLH5f78EU2uXfX4fzYvJvLLVIOYD47tW08/WKDNfZM2F/e+EL41czSVf4fpu933N7s8Wfy/+obk/r4evzbv+CbaSwq92y+9WmDDwmv+c2P+vDex/DOfJrUoXu3M+tMvNT3wtxOidMYZQtu5P8v/0Gs0p8ilCJDiOfh/l/4rNqX8vpfgl3W3qTe/D2bRpepg/y5fKbUcfDh/973+HL7VTB4eI6W6GRAdHMj+C7morz5KX4XmL13LHlJwStiWXYR/4INs2OyXLuag/W1cgrZi3n35ff0g/Jl+bNK8UG/Ao/OtM4n+CDaF9U4YocXu4fW1/4Xu/k9TLHCRjjqjyav+4+vwZ+F5HqHaYskdKdfgh/3v8K42vfUPdhoR/rx8VKeKy86GX/2wSz3/Ljfhvj1J7hyXJkswkA723j+rGX69wT46lF1rt3dl9/SGw7pUc1S/5skt+zM3OBGGHGVf1b7DbAvCx9r8NkGca7pPjJOmMM3GbyGXdebP4ZK+WT1tT//ov1+ep9kX1Db38J1zLESt1l91qxmteTw3Ufbl/z185Z137he3XD2lswvU+o3kJBVhr43l77lj3GtNZJq3kwf/4d6hixGh+Xr5j1SD3wU7v025M5fggxxfUZo7qnFWRUAja0qz999Yf5MfD0f1yPX+VYh6dL8bffP4TqkH/+jbDrrtEwUdKOPeDfwtip+F6qkSS82B8YK5z8/BNd1k/g/Phk3KJUL/nseepxfwgeZ/4cpPDfl5hQJ9R/+C/Iaa9M9a6Jv2UPu03L/9BfF5pS/UtFoo1PShfLyt/BByy3vrJRczwzXf+CC8obp5xyeuz+Vc9XBL4IPDvRFt5DLGtZhxTVgyf+F8+zSksX25CmfJpnX5fp/CvP99hdzRtfo6DD0LnetAixxTdndl/d1DvLRNH4V3YlS6V0o5oyUNnNEThxEbSTk/BVu+8Zxe1k3Y2X7dcE2X18p9j8aS7oj++WHfPklfzloVcLz1/5zsQx1ugtrgn1Os+DP0aL8KlOv8qxWdfG2O5C/y27/gk7bbFl/+ghSbyb58rL+vgvn7MiB+qqWdJ/v5cOXbP4MLPutef9zp2w+pjjnpWvBfW3tLXymTqZJy/3tBe9zXNU/zS/2oyX8v3rh2+xXufd1xY92f/l8kvnxgndf+DDlYmtFr5A9w9nPi+Fp45H8v/0Hsub5saaG7bGkXKMk1SV+enw1faxc5sMrU6DHU14eYG5f9bBPVPxP/PwR6myYRBr4L5v018vlBaV2v+E88pNl3+euEr8/+HtN95/L/CHrWUs2nLy3r6Dl8T65dX5f5fVz8EV7nvMy+6+9Jr89ZnK1311hWEKaHs8tuuUkAyyVwxhl4JrxfnL9vpiuXPNiL/e4vw+94n/hrDFDr5yRnSTXn9Cbtf0f/C92lXL7Hx0sNDyi8vqX4L9kHVSc48vWiclml/4ZxjH1Gsf+X6q8Kyr66yb3zvmF4NfCVPbxuAbX2GOfvPhuzu+zwlxOcvp9qCCs1Pj+5s8z5URvz1+C+f8u3eWrIof/4frQSzS3n9S/VyaNlDL/3heeVScMxsbvDYSHaNhPmZHYd7irrBDc350/BdRNPaXwy+/4XjEzV8X4c5wPZm/4IJv8ubvy/eQHGB/wUXf5I1+frjJbz/w7zeX87k/X04fbVy/+ozWQuSH3m9yf+GdN5hSpXkF/Xnr5D5ZH+l9wZ+F9FWSkO9x8w3x60Mv/C/kheRAriKEYvCn/wX6Tyx9WUjzV/4aresImGDYW/0HpNXd1VxBQb38v+GtER+7//hbVyLkzevw4uQ8O0n8MXySzL1/sPRez4Kt06rDPFvv34ZlY8vnUtmm898Pav5/c2p2dNUOJNPKucezGZf78F+X+/a1EEx0quMqrw18FtJ9J+Mfgo1emq+/BfrM1NPlKNBdKF/0X/vLIpLptvuC+rNZccIhelkFuSH/wTVTWTXl+H5ap/1iy/r4V7an6fwm65kwxmVrBr43LTOzPl5/nKOrWmmYKvK+vD3mbbXNDymFmeVf/i7pXbfl9/cFnadrV7nhX4nhl6aXN14bmZfdjvGjD+X/pxuHNM3oNN/Ll3511kPzZfP14Y83yeuAj9S/e7K3//BRzZm1dvwpLn21vdxpS/hPwt03Wc/Ov4Zip0fwSS9/X4W3a8/VMisdBNzhoMMc68PZw+SWnnufT/X4bz1/hbit+bMH2CZf/J4WVBr5JP1+CTLEvvL8XPL8fl/w3hl75ky8Mzp84PCbRfv4L9zoPU0VuxHqrbGYZXh3Woe96l+atVIO19eCDqQ6982yQUnzIgxQhE8xirG1L63dAw8v490pbfPP+X7qrCW920rf4J6WJsY7OcFeezmWBFca1/4I/Pla3UPZyK+7rvhSMjxmJOpn/jcun/ptO+R80l+aRS/8N6kzFYyVQb+seZsfW+DDjBI+XML3/8vvri79p4d7eDYv76hnU8tSdWv/Bfw/G6mXNht++4Yi0f+HqqEfUmebFZf2vfMPXm/w/Qvd+XvttY1xyMqxUOxnenh+Y1p1i6zzlUPkWO8M7o14Y0r1br+GN/cH/ggwzQ82ykit/sS7iHw//DNj+5/zjpapn/4ZmbauxDaUr//rF+etyRzDSAcaufDW58uLReH2y/69Qrkfy2sS/G50gjy+/2DCSoZaP1VTA106b3ZMv3BPcVu5DKPKNT5svpruCbZ8f8eWNl/vxFWuXy+9rDGbGtV+n1eOVpYNfDk3+H6cIvD18EV94q8EtyF9R/zl+y/0uCC9x5Z8X5kNLWSeWBf/BFuq4U/oL9VSlz8++nMLX2oeJLTuI/SfOkdxHyGiFmBWhfCpdzcHfGmMM6xj/Z0KXjnT6wxiGD+WJtVcsyXOmcO/DXcsV/jFGq5fV/D2QibFfpXr8b8689Sct4/wzfXvkLyroP4ItIn3b8sEG948vL+VP5lYbwEi/v4LLzY0+7a1nPU9fblCRWg082RTJvwT6UNPDPt99x8bJn8dpz92w6hpEm1/5f3XBL0qNL53suYNvXDuaQrvG5JPuqs1jXff4SlYj1JnfqHPEfKRYqcyn/hnKiqp0JyeZH6L+u4bn67Dw1Fct7kpf17DmYoutqGbN+X76w/m+HegmrmGWPcAW4mNz1YS0kDoEH5f9678L6J+R9f+EeaUvv+H8TYfzRLvNah2n7Cr47xVzdRL+O7mkbX/M/4Qrhx4sjPmL3XL/Xjua03N77v97d77x0+c+avPrXxvTfVZ9eulCejrSjmkVDhrENFPmxpf8Efk/UGngv5seNL1luPovrzSYn/c0rdyeGqI2rDUPy5fjlx1Oy/39F/V1DWqzNWTYeX/EVtf+ev4cSP9eDCZD1ab18P7J9LpwW0T6Sex+CrNL9Xm1raA84AAAA/mQZpgL8B6eGw0t+qc+hmT7/qYX4Jibu737W+CoubOX8Pe2Hwxlpm9obuLplv5f+6C/CrJ8YplVkJtun/ycplfhy+q4/38v+tBiIf5FzMeJ/KLB1XPnu+m+NT/vyZ8N6KqrPWZXIHxpJ+GO6t6xwdmU0y8OdrL/9CfLdS9FJP4I9W7GX9fWDL6/go1azOrB+G54txl1crIS8nl8v/0HOm+qYTc+1vf/w55dOLgr35Ft4p/z1/h1f6waF9fsEO9pvz18krINQ7f4Z3aqyDMWFOGv8vr+CGo1Lsm34ey6X8x14rY+CF9XbeFPL9d2F8GtT07nW/K8kmF/mk/l/3wT8sV4aynEv9eFr092Pe2DhH+Nmd/DV9n5sesf4a8nMKULmEm4v+CG+N2y+teHsu3fc+WtrZVpo/RftuqBhm754k375RMIe8/0d5Fh2ecKDVtRev9+apGSX/vrC0Xp4l4ePaspfeSP4KqLaVd1f2/BBq8/quZAXVtgJKqXWV5/8XyZS3BqX/y/wrUwdU0vSfdwQTakz/wrTu3P+K4XeL/wvuT67uSBY61/+CDabCdUVXfiTsxzmaS53/BNkzvbNjfhib+8+r9I5py9fggkvzccX90mu3DGzan/wQS+7T7u8zXP+RYsfjZJfy5E2BvpXW2Y6b5azU7fjAgy/94Yu/h/U+NinWDjtPRfX8Ekbxvlg/DWIfsfbKEQ1f55ff8uYhr8Elc3jmX13w55cVaRzP/CUsPSv8L3zV27TfZM0f/hiuXMta43j8G3gw55R9dKVp2ix3O4CY5eWhBJg6Y+CPu7j4L96vmZc+QTnD5tRf+89URv/8TJ/mLlWl/rwVZiq/c+Dq/r8PVz59400d+nDSG8fhanZu5hjs/6hq+tt//4dwQ/7rfanSv01D3CCwPr/8cRq4n/hu0Or1/udOF8N3flw3NO1cmMDfwlM28kv8NeOqsIOH8l3/4Yw18nOedMo1S/2onsOWDd2mhV4bf/hiXQR+heh49qMTrkVK+doEDfnDl9/wU7bqF/tYaty7yCy/1eCnxqmz9jqnvyy/+oRznlyY6llEsJeDRfYX2Q1RjOxS44hq3Nl/8EHLjqr6/l1i27+aX/Ctw07TVk3FZ8imXg/1vf//wYX1215j5nyx+vsMc3VRpbevjbZP+GOh1DFM8VxflCbvSy/64W5R8/P+65Hj4mWkb6NDdb43e+PKT/tFZsnV+pdaah/+N9a82Vm8YV8tNSY8VSZCROj+HNaVfIu87h2S/4V55ebFAR+73fp9fYrNi8GHN4e9+KEHTWwHRHXyovy3b1550+UWkWbl/7w7L+2bKme9NtbnfqbvDX19Ag5KB9IXPPjV/zCpl75KK1+HaJ5/77Tn+x8NrM0Hd/wYZ6arlTpF0Nr8e2/wvu4y4L5ahuElQq//DPevwhzC/+DXw3bWl1cumLVNS96C2TfbNTVLXROgzlmH2sy/yef26v/wrkx+Jc3H3Uwd+H7dXnzJ99Sl+f/Rf68M3z7XyFk+Bf8lpxH8v9eTUZ9rwrzEXj1jkFDu1bN/80kFr89/z2eGvCsm+VvU6YZuZ//Bh5/myuYZjpo+X+vC/l+pSS/Trl+l8t8v8Fuqry5NBovs28dvfBRNJ/enh+Xw6PfJV3y/f2Fr27n918w2GJePvwT6081FcfDO5c18s5N/BBO2HfZL3f+1l+8t17i7WrlifHl/jahsyvut8fc+QZ6Wh2emXHfL9v4RufekeXPP+HoexTmkM1ePe8TGVDDNsfL/rhu6jNbjx23Epmi/+oI8tqhzI78FsMe/eWMX4a3asShYvKOf/C/J6rLmX5+y5f7ugvP3mx96l9V/2G+f1EYZ+DNfQa9z6vD3H9euMy/deF5tPafLFrdmjND/hiaCImRNtao5A+N0f/C8veeVR+5FKb7f1vgvvl5P7Afa7xwfi/8fn3muQaj3fPwz9hNb8v3++f61cEFdKcvE+qPeD+Rwao3wRSf5ZftuqDV91h5cxhf8LbtSmideKhX5e1YYFsmULP/BDISWjy/DOesbVfMHxgP3+GpcLdVmQGvxMlOZr1CtqyduEz+uWX/wXc+xpVneVPwzhzBnrLA9uDn+greq5MnSgnOv/X0Gef1/H7mDPzb2vh2ez7jzL73+ToUjrfy/v4Tu1zSlX+HZe5t+TGZup24fR/39/l83+C3tjlJ8e3Mv/uGNZmtrkxfyiIetHzX1+evw/Fg7WKycM3m9fVf//BHuuX4I+b9fhmaMvqGV/TpNOf/BJL3vl+G6jDJ/VOGFuX1IgkPtfBhFevJ18wu5+QU+HriHyzauYMwsWLdcM2XXTMbSaecq/TDkGerHXkXTLyPV51sa98TLim3D2l/4a5tr8gbDaQODRdYX41RZ3zcAlgvoHWq/+H6fPmGPdK8FgVMzXf/BDdqdlhX2H7VsP5Q2vNzS6/GnvyP+Te18NZvDOcUoqGiteGXK8vrvjZXLfHeBFfBbRiXPEseZbL/Di/taLy+r+FCXl/Nlo3Z5LvCrwyWTjvmZjJdzlv+JsiLZs3l/vwvVpTMLQyf78cyxrw3ayEspzNzLf8F15VM1LpNl/1w/yNpy4ftERTxvPZK/8L5Nvu/pHjevX8vqrTYeja1Ee/u+TNZrlWdtx+c/8bpWta1FY7LD3v8X0vmF79LPXjZp28/xqQWukzETz/e/Ey96qBmaQk5Aal/3wz5/jHz65wl/FZ/rXL8nqeumEP0Ah3S+L8JRqjP1U35f9aBLy55PL8FmfL1P+V/G/BhRc998L1lc1yoVogzj74Yu8byWyua4a4X/+GrZymw+U2kVN4v8Lb1dbTDJ3NXCMNfBhcbou3LeK+PMv+Fb3vWs02n3Gf+ev4ZvxnT/gvu9tVNLdw/zHjn5ff8LeVileo+WO5AOf+/lBB4ym1q2QNB37Dy3Uwgz0T5fa/D9shDe88+zcKZOJ++EWl38v17h/x33VvL4ux3Im93/F06VU0f4cIML+KNpbV2p2yWpz4NPN5f8F5cw+8c8WjiSluv5f+sO+SsbscZ9v2o0fc/rXDdd8tW6jDs/3Bf4b9qvciUiOv/m1v8L4z35Oso673f8K8vuknJldIpsO6VxX/xOVseOT4+S8v++Hufefz2utZv/wTcl6n3/Bfqm7NdazbbUcML9X+DCuTZvVXIfK//wS829p4t9Y24d81zl67rCrKsLp5XILkoev8N062WCe8XOi/4W7mJnlB8VIooqPf/wX0WZ0kNbUUf5a/feCvk742rfW3hrfDt77SUcIXOLOWOnH9b4MLy8/Tu7Tndk2Xg28K332w36UyoqNzbQLJZQkdN5X4Z3qr+nYEh5zZfW9w5H1Sevd8aNdyyy/E9YSm1u3Hv8FVafVrcZU7Zf+6EdSvmZF469sPxtdr9TfhsNU5VECb1a/lslCJmHdeFrtdK8vhPzzxUfyboqL/7l8n+L8kGmqvwS3CjVvmXUgvwQ6tV1+DCpg/7uvlgQQbXwYSdtjy/1MI4aunvhyS/4Wn2hUKTH2GGO7/gzXWF5UJMlzK4vXjO/+GceaOoZ4z4//4L65GwvMdWjnqa/+GrVbJr7/+CXxHKr9XnrDUXZOFefnv+GK6fNHX4012BQ7vh64Tfb13aJSCXpk7jpnTcN24U7/4Wr0H91b9ceIsvr6govnljHuL8EF3PDvKzmJBfYyNrL/+Gtar/H1+HvL7vw7gGsE3v//l/3oEl58wfhe9/NJY4in/8vuvhqniRguQGDvZ+Qj/C+9w3Ip2NLTF+YKDBBXi5l/7w73WP8vb7j12WMv/WF9ECb88vldSxZw69ow462t8K5fh8e9V/GO/V5goDT1YS+v4utLnbXhqeq6+dd3/CuG+wXulK9vsg5vt2p/D+dCrObsntTUqZTbT+i+76h7WCfQY3Jvfsn87Gcyg5h6EK56nBn/C9JrtKkv+rc9i35b5s+E6faaf+7R7i/3ei30o+70KM9S7nz3vhvVzdg3NYctr/wrrSvaX87iv14bvflHZzYVoouF0LJ5d38FNN+aK5V6yiy/TV2Gc3qcVWTMMonJ/4JaK6iu+6DTsVx2nnj/DnVNQ4vDJp72bKC0bYd2WX+vCsPe2bP/hO+2cnMn/gw5HKR9u77jTyhq98F8gnvx6o99Pemavw3PyQXWN8Mdf/PXKmRQ859ZNgghjxK1enfquH5NOt3u4c5sueEP0f+Gbc6/k7JonL/vq6vDnPvD9sMW3Pw3e/NjYLV0P+Fc16rWKRfxNzXc+Zbf+GvG8LKFYawn/4SyZh33v8N6qqxziJ+Sz+fiuWTmbuvwzzxqrrf/5+E4McOolrKpMmUyvKoGnhreWS8eX5fX8EdLWFr3DfFbrl0NUl6Wtgl3ZrX78XPuYNVctfnykELdf/4Z8uuDRNJk4PBHodpVuloR+K98PZdb8kNy/X+fTCD/BdtTUuvr8GGEHRxxH23lMfD31wL/8Fd31rvPbD5PHmXwQcvbxntz7rd2//k5N/Bb3fH/bn4I+TBztq8J82bvBp57jwhdrP+DCu586/tMi1RfX89TmhksSK//gmi4Y6STS1yX4fgitupwV4KPL8j+v3h39Z14vqHHs5z8LVOnK1e6ht++EWzfT19h3qc7y8+2q9R4YrPG0lBM0v7+I6Z15fLL4b6JV+0H4vR5f/cNR6Sf0PxJkX/4T8v51/h2xhZvFcNPSl5NwRBebOttGbUmFfgl31X3Zl/rUN33wh5x+GQ8p1rcv67kkZf+Gy4bko9zhH3E/Bp5CZ9Tl/6w33IF1lB4bsyzk2g3Je4F1rgsqNZ/NnaUjfh3ber85KSCptG1Fq/XhrGev0jZfGu+X7/BBONTlawiy6z82rJS/140jvtV5/V8gxjPb+u8Ol8NyQ5U8fyuoG+8sR3Hu68P3vq9Rkx1Yewh5Yf5f3rDFevyLtojQb4eiG/L6/jbc2jNy95dXTYvupTRZ6X/gg3VQ/++zNd4MikhZk/l+98K8S5WbufErw/FRf4JOrJvw55OvtnQsTlPzZkY+Y/haMMvmJuamp6tnD34NfDnj3YYS+G5Wh7LMjV4XpJXL72AfOZurcgekM/BNS3ufNsvv9HxZxJsx9U9F/9w5dxXXxwkp5y3goJX6Xju+anIjy/ruPvrP+aj/wr4rN+64+Y/+GJ6k6kllt5+KwXPBN7t55nH76sM1DZk+Et3ROLZGfZg98F9UGEj/du61vvMf/56qeWwQdvyYOZATfpggzw1k68L7kccIedThC5Zv+CHSWwl/fwTU79VZ+HJF5NdfpHUuR/BN5Jm31nMv3ppCemXjGP17Z6vPD4M/V2vc0Mf/y++rns+pYVXhrc7tTiua/+GbZMb8aZb5KF2jbryTfy/14Jr6w9sX6vBHPncfBD2+DL/a6+Py42y/w1GasttrHl/rxGo0rI7uy/14IpkIX4509oEU0UeQX4IZP9kB4wAABFGQZqAL8BYn4EMv/qHA1dz4vzTScLffLq37gkJSLltJ5i1qy/8uXJvL/1n9KSuYn/wSV0tV4ubNtMj/56+hRkntTXhrjnffDO6OmY38nlqvJxnn8Gi+gRbVZfhrLF9fTeHof514KIxv/LkX4IKvvvk3rD6lOfSKznnuXjZ5N1nf4b0vPmVWNEeX3tYZ2ojjn1hHg3q0I/BDt25X4Y1CL0upM1+SQJvG9/1Lwj028e6TbxUX/XDHG8Zl11NUvVsf3tYf5eNrvik3F6s+28wP+XnOv8Fk9tckObbcN+Cu99r5clFr1NUnwa+Hqy5tSYbIwg1H3yFIg5Fi/xXd3OR14b1r32WO+34Lap0pPL4K8EW3fD8FfmxuXmOPiu/BhTMn1NReX1zb6/BJH3x/l+uvwhq8+2V6/hjm95WbphrjGv/PUqXnnWPoPgjy2XUWcKL8dXad2t5o/PX5xc0XD8vv6h/k7ZCPL0Vz01+nLYNfC3dqt10Y1Y5uYd+GNOVkORKmrk3k3vAooYvkr9eoJ8grTd/vx/CjY+W6vl9e8LSfDk8uVwRvmftwaeCbRpqL4IaqvL8N7rWYcGmcX/C1U8m3q7JknUr3ivw9UnSje+pM18Y1YNeX+tR2XNJ75f+FZf3W7RG+pw0dXy//QYrIvDqi+vtZL+ev4SPB715s3/glvPvnxhWuHZN+8tMos89+QvD+d/DUNnSYuzIR1YIe/EtEUPWs2Bf4I5cu/MHwrnxetdmRYb3+DQv/2F8vrxDmb8Ej7Wad94QrrlzbMi/hqzISeEfUOXs7w58E/myrpdXnrw3zP/wSZIFyWPxW9zHWEv4crIiDD9lhPkVsBn2dP4ak0sI+k4XrHutL8+Tikv/uJws12vhWb/dtcO0ph+XVxpS/1qG6qv6cG0l/4mXfpn6L+vgjy/c/D23KVpqMGckYjmaYPFyl/w9vbR/1WS7PhmT7YI5Fvgkqq5n5o4v/gizEaWH4nk869uDPwvu5Yu3fDNWZXPSG4m+9aDtT/vVLqfNcJXb3/+C6tVJtz/X4I/HqhSn56+7mFP4LtUtubu/EZK9T8v9+Ce6vbJ5lmK8M1ryu3Mb5YT3BPRfq/BfJnlp5fn6K9RaW+XzS+J25ua9/1dfgu3I3w97i/dd/hufZSVcNS1P/w7lk/O0P0E3nfhiCmITWUSPEhnr6Dcko2g1/h1SuDPw1LLrCX3n//CsTylN710CWGt2tlEyD8fwRXX46V/BfNaWr6x/xD3/wWU9Xuy21my/9KCOavu/DVqqrTk/rwtdKVxfa4mEEfxop3jpCX/BhG/+uf1jwl2E/Xgnj043vd0jb5fhWf1H3KRX6ZpMr9a4L5e41m/CZl04749z2MNO6l/1wUVzkdWUX4X5M7TTlEVCauVJIlMFUX+tQ9L29mendRrvmH44UXX4Wvq+q/Nyf+He23MlrKxt+TkD1L4JLeX5Qa+G+0eS21GiH/L9L4y67Im33cmcr89x7LH//BZ0n1d79fgkyJyhsWp+K8zVvRfX8V1fP9eoIMokbe1WzvJ9i2pRetJ14Vvfk6wiHOY9b/8GHTP5PUjfMHhkr/4Wvu32ZNX3i+SX4fr3ffTdS1OrK9oWmDhwatRZf6pMEES/rHuOzyurHE//vlwWdo3bEP7h5BfhbZE38vcBqVT//w3pKVqzLu4Lf8PUsvl7/Do3ZV+N/syq2Bf4dn1ZpGyPM8u9vhDHv/+hM/3Dms7gz89YZRX3+vDfc6leGltRsfVPDMIr8Ty3DHv/DEvl7VazF5l1+vs9fkWV2/Bf1Xk2VmT//BPyas6+78mk9eCSTbknB+H7zj/aIgy5UMW+YIm3jXh+9rRf42utpfNaZ/1m45K/+CHP4+zl+G6d+vDblXheHbePhi2tM1or+PxtXrXkVK8/8MYWoX8i6kWmmdP77xu8+H92BeyevL1iOassY6/XCV44x/DkQOR/2gH+4F8P8qX+1oF+cP3N3bsXYI/VXbAsSvcb5f/sP8vRa4XqbVxz0cPPOmQHybX8GfgihtJnKWmfN+IjsFce02vz1+cqvMf5eH/R/CcV+65fZPUFUxE30RWu1N2XnT8PQv9Vx2EZPWpKe7c4UIb2owqBVmku/bQd5X/ggjOTC9Zk1WNGRgRt0KZRt7tbKC6xyRv9Kr5+UiE3LPhCG9BH4erpDvF33fVBFtvIPNdfP8K51+92UXDOj14JaSB971lXiZ6q7vvfueq5Czf/gw7l1N7rhxO9fBG6ldMm58/XyoSIdmf4ZvnxYJsgih54uGuPuEfwWZmnbUOPRVSY/n47d59MzMUfMve9DezE9O6G2FGj6+n3Mx0EjYyN+Ev0uv2TD9PMG3gnKNCc+ebrb8RTf1TXhPP8ix7/jfsk99tLTXw/U8MomvD0f36gvzf3aN8Utsg/q3/8LTZ1efPban3/4+nnIZJ103+F8ZX52TZhIlL5gnuHX3wXyV+bK/JOeusPR+n+WVt6kVrOn/w5ThvQ7ZfzKYamXwrd8metI/8JT0W5/ny5XkWzNM/+CCUnV3HqWZyRt+YK6chy/r4a8eoWQYbvHcJh+SaCms/D4f3vk+Y/TVs9lj+taGku7WbNhWu2RHV/vGufN6YS/mH8Sc//J4NC/+4en6RR5t0pEMPvdfmBw2R/wYZot1O8+U/w5YkVvkCcegW+F81+6r+Q0e5+FI/T2ubFmuyZl3HxvDv6O9pk6n127aShtnyWuRTj/4anXI/whu429zeQmfSI2A6X/twvOQn2B/3bsLxa6rmeYcAI7nbv9p414etc78i+PkdhFQxmlu/cNXNfGzYSkirucpPEtZr+hH3YtCzQywTPGc+BkHPhfuJYT5HOima/6+HObL/rh2TNH3LHvfwn5gc1Z4aCJ0IXcYe/4Wl7+ToPhOH3UuJf+Hrz5UNYFNlnUr5j+SAJvvf3wne9z4fJl/+g3c3Df7KN8h8YL8JXCZf8byYGnpoq+khNt1lTM311SGw/bhNOi5hzr0N1l/fwxHl+zNb+X6g5R24vZ71n8OySK7Svki1lFwm4dw1cE349++8LT7rmYwBXjSYYFwzp63hjg08L5V7Zn16/eMpUv3VWNubvb7yZy5mpHBLy/sRvCBjDkXOwfcM/D/ne980zdZzcO5gHRz/+FvJVfdX3cclKpomIPe+vcbIUWMNS//NrRpfqGWytHf+X+nwvFxxfP+a8PPuYPRt3qhafDuYa+qdj5heTEq0WpFwvoZeuEvG5Myb0ki75aUiAmv5x340UiEJWAj96ur4Xm6R5WyKpjv2EXLwbg+4TC/yyn/BCRCKk1WrwSatq1eGymIWvK2hGPOZIFuThtwr89XCXk2/DMXjIRiXh6aLT7T8bG+kGJZWtgMk91cMS/i0pzdHO6g/+GMtCdIrTpMf6F2ozD7FpfX8K7nZdr7bcqQaO1N//whsY8vNYbSXevxPDL3zygz8EWZ8xdz8LTil8+f9SizAeU/S/4d7R+cRdDkP9VeDmObWkMhybJhqP4JqO95cwxWth+2vc8nLy9XylJhjZ9Mvsg8v/qp1yA21873wQT3R3b3WjNspOpY8XtFmon58PWd513oyiGZvp0XDchquMMLb6BtCgO+iduX39Q9dvh970xH92S24SPCnLvDf8F5NSdO+b/DdqGNhb4ICrT3LHfEeyRAwuG+OjvW/fuCDhJeD/uce2UXMKYLWjQmaOu5DztXhXtrQiL/gpV16mn/C3UrZnNcsoddhLNgI9naJ8ZyQ8rw9+9MubF78bbjOTJajrc/K+2qmveH/LNhwibgf/w/7Otnf3d6mpyjwbuNhf4Q6l69Dpr+GJw8tLLiqSIZi/mHjBdNBoNF1hfW649TDwze4w3n2jQ8CvuwvLtxL7pn6/RWmQbh3qb8U+p6Xy/70H+e5zlau76hJySeFnhL1BrAvkFzPwWSjkuqyLBan55Yt+F6aisILXf7vycTeQ/KRwf48Jq7kZf8LdpvJqTZph0D7ZCjiiRZ9oh/Dl4beqWQSdPjRXOPDJKhfBERdSCy+v/5ur/DBSxXWyltSFpmHTIMa0/hm5Xlk+ShJwzRe4o4HpsI03F6+wQEfVd5vxdsN9x8nh0tTkupcayWfzj1Ksz/siWdd4IcX+/BJV/svutYJepcP/L3PwyXDKT/TnD7rPwaeCmmMmF7d/H5SkiTPwtzB67uf6hHw4fzjLguliuh0VrwzJSyVvmH2xwP7Aj8PZ8fkQl74LqmyOzdEwceFM4qGktY0Iy/343apW+5V8xRyfX7gYii4T14W6bu20ZIRw8qxB4ahkcTi8b00sgseGocehpQ+FRo8HEGXCP7+QF+NL64b+cvB+cbkfIVL4d7Tw5+WtDi/Uiji0C9WHL7+Etz38xI1R66+gTby4ZUv28E664N/Le038EXnzV+Gikwm9fl46Z38PXl3xlfNmIs0ZA86oc0zgs0u2i8P3174WrlILlhQlIMw0iXpP7A0wRDkXxVl18KzNd5goodpC7SVQ5/lXfqZ3PF8PwzTb5fIHKIeXdTFD1J++eyReE0X6/DvVPNMouaMLw+jQGNxygoJffXDNqwj18pJrGBLl/vxtJesRzMTPLcuNNzBQg9AjLnTRxO2Eb2sbLu/Lpsov0jBnxyGWoRcLyfKQHB+JHd+ofkwn7O0EHjXlw6h4Q6RtWJsnL714INRLkS2xUyVku0OOJ3TZJN8Y6HsGngn0M0eFGrdfgvuN0eUJ3jiqchK8ZuMGMPTQQL7L/T4MCLvh7J5QJN5Wv8I/ZwjcT3tN5f/UEBTzNhxqJtVynsZD2OjokLk2CTw58/BBlPB2tY60LWiXbrvdo+jcsiLUmXmZ/8PVhmh3Oe6uW3Px8i+G9N8LeRd/KHFpgi+ItXHCE4PIL4/4ur4IMPlcBJ/LdARBpP/4P8HUIkk1sv/thfyxd+XayDcsiuahyaEkPJvl/usK4YIdoyPRx649e30X//GUTUtZf0vCmtKTedofriykstSjPw/bjkb2p3S9K6hmWXtCf/jeSCaV/j2E81JFmMl152jkJ+HtoxaTYHvNLsy7cpfUAov3OZ+N2/m/GMfzdgEPhErY6RoWuxCHdp+Cnhqnnb7J7tmjnvw/f+2h7T6jOB6XreMvumow4d/w/HP+1KZjmaZFNSbFMDwwpDx7eqsqHBr4XmP946v1+N5f4LMMti0qnzNY/i/H7v3LQkKv4cnkclKaVhStNsvnre+DAiv1XF+/dRQmVa42Xq+8wjlrGul30tkfKE+wU9W9GZU+pNX++I5+rWTy/19+a+lL9fgorryX1F+vUMebuebt+8Of/ZfJ/GlJdHkzNrRQVmmf/cOf/waeKm/ysvL/3jc/b4efbx+m51zy18tlHVSxVfw7rlqMLS37Tr4diqVtjjj+Jqb54hiPNfggkxPkOlQZ9WTOz6dNBvI0YeOsD5n60vCsb77lfqpwqat/8O8+mbjvm5zyVMMzoPn8v+1hjESNq76tWgQ/++u8f+DDUuxNNagl0F+k//h/P1Ymz4SdtXrNGXw9N6rw8pFL/6jd7XJiqprSHGMgJtSk4Yro0Q9BS0LCaG/5pnnf4qTFL20I/Unl+vwQRuJ8zd2MP4k+Uz0omR5VeCXwy24UeVYX+N5bbcMvGTfdzSOKIXm7EwVD13uVsCo25fDe6RhJaHSGICMA0vCONFD8MU9vbJHL8Evyvp8fMGpf18PYd0J4zXfc7ZkqglbGu/w9aZDxyWvwQSG5oLHu75ZRusCH0OzHvEgkaDB6a3wQZ47lZ1haqriq3FztgqCSt7X/C+pYo+lsZzqViEMcnsSh1LUw0wrU19BuT/GsL3v+DPwvnxllkfOvw7e/x/CpPLHD3tYRc2p3KYnD3W4iI55YN8v9vitXSnzl/VXk8k+dF+l8l+XiPPWJ+4az//LjjL/OVR+//wHjAAANrkGaoC/AefkDWZzrwxeH3tV19ucuU9L7/hkm6uCNv/WGyrm6pzrCFQ25qQq9xvj0XkxuoZ6r1E4sf4EXtZKX/vPw/OP7yn58vxwE7bZ36hrhkR9Z6nl5Bd45f/oOV1Y/qdf4e7Qd43m5N7wRuLBMX/+HLdqvzCp4vZ+eo9+lv/wvz/N1dJUamr/8N5WSXrjuf/y+MMvl7S/E+VqWq/Pw/qE3GbfwUY5OfLIi+298MYv5K2CZ3zhUPuRKtC906GgaeevxrX/PWRc6f/4MKyn6ztUf71DFvv/DmT8EcFR33KqGw8mE/4Ibbqffh3Vx+gwvsjE3x4Phm5DdbG0qX++hfIDTavT+epGGZR2/+CCOZfz/U3nrxFrDXp0MOav4KN5hF37fhmsuosPw/e9o7mvhvVz9zgRP3umqbQ9tPh+KNl/b1BPP93p4x+GuVd181SPmIy/X4MPPlpa/lRyX8J92UYx71w7SgWxrzLq7755FHxLXeu8P+GSTR7yt5vlD1dnTDt+bI5Q/8P9tqpzXeicmC9LxI6d/+HeXaIak6v72uzXM9MN1jJSQxZNfhXetJM/VN0yn6sO3324NA18EcuYaxKX4Lt03mzb8EUvf2Hz1JGbt/8L7xeHOm9ip5h2LF24CL++tH/hvztr/YZe/wV3tSz8ZsN7n4X1fNF/XhLpjvlCxqS+/4c8vqZM8jb/8bWvlYqM19pantsOwqX/4c5tsNCTwthqlfy+7rhjTS3Cenx+t6Zf/wxuqJ42+O58hHIhI+t8K8T/c/1MFyr/r1d+COtUo4+HJd6+dcrvl9a8djNjtaX7tuxV7hui1r+Cf79ywqDTz1llNP/gn7TWXG4vwQajNWrzd+UMvIxS79nAh/fuPrm/Pi5Jgm2/VO9qGEVgXgiwvaP34VxO+NL1+RIZ6CId+GtU6vsZ/1qOj0TeDvhztk+G2ZKoLl/8LeqI7/ovfTokuE/szQQ86RJD4Vy6OqyaD3vBARPeluz9/+tcm9r4uaNFjLH/DPEfd8lSg44W7+yc//DvctvtyvlccrHp//wX93q3i21f/gvmwnDGW8OOlkHH1IC26vgszeaEuDrRYdj3/DNaWHe7qapdmTbkGH22JnQ66zlU8I+R/gz8Lkw7TGfJ8UjDtKzbuN4alprxXuf7n/w1TyoMsOyxP/wnG6/vX8Kd3L/rKiy94X4Q5KvjWPjiF8GHL61r9pc4y9Sn9gv7t8vTG6L//BJ5frL/S+t8M4rfB8iEM8RwVfw1e1Wo9V/+G+5/h8NXceU98J5RU3ZlNv8F8eq5l78HKnNX/heRq0jf/coSV9fl9P8LYrx1fr+OiW2fw/hD+SzF/JPhDGA9PcDUn/BV2jyzRu74vz1W4/4NfDciAn188zHjOYPS/0uCjhvLNJZttrrJClBsl+C+X3iXPlDfRuFI8gjYHv4YpnivdIhFfGA8PEzXgmub5N3cfCWmty5y/X4Z2w2SYwHWazh/cqEoPUOj5ud5c+Fe7leuS8z5B5Lmv+DCMU8yyZUVJePTjwl/4INlL1ifzbrmXLn13QVJlysR+YS8g5kUnexUfw0XVV942VrxyX/vDGk5Zal68IeZ/1ll/9XnxLr8bJsisuj8v7S/PsxOX/fl2fg08E94Jv/vxhfMZf9cX1vaWvBD1d4sv+soI5/a5fq5Rf/cEfL4pvwQ0rjsqVeIvCivNnL79YMJhtZcM3dYYSY/rwVWtXCJa072XsZf9c+DjM44Of8t35f38F/hL/Vm5M1ow5x2BX/w7h33zvdrU629f/yadqX99xstfD+TZK7+71kTn3/h2rQXxG8fy5UObV5w99d0WSXBp56/hNxzr+ev3NnL/7gu5WJN25fhnhfERr4ZndNGY/4IM/2tM1BfJjSDrONdOhhH3C+EvPNTeP+DCXnKNm+Ln3ZK8h/MKSf8F9ZTrl7rzH4YyjEOi/r4XyX1puITNGqnJkXEuu6DsMqZvvbIv8Q5nH4blyTkEl58FoiMxf/4Srbz/XhrubrhDVa/17hmnm35Sgwz/w5mhSl/lLhG4bb+C3L9Wt34Vr9uyfJVPXwj+d6mQNC//ZIT4jdbn8v+6YJLvcpfgktTtJrZft/C2LrXXPTJZ6/+CHdN8N+pJ5f8PS25Vt9OkIc1+HFI68MVqpa8z1Ge4iIMth+JRRf+KwQ6vcvz18ORT5opDeDfj9Jabyxes2/w1Ui081lGJ9UinkB0t/DMKtPbi/D9LnX4J71MxGnH+16QYwi9cUYrPmgH/pjiJ8Ldkeq92+5H/4jzVLncGi6w1na3JBjCTGvA7+fl9X8M9V79ouSf8RrXPcv+eqyR3dfgsy+X8ZZbZYvyY9yXe+NymtflqsoyYJcuzIW51FIa+9bQ0ant6v43Jr7q6j7LP8LerbgC3jiS0z+X+vHWE689d3+w5hsy2V808cm/hLJmz1lG78OZv4ZPOscfIuaDUHwRw164rD5N7/DGrubrxTSyIcb/+C+7/N1/tnC7wf8O8Xm+bVNXzga/1lWKL7LOq+DCXNn3IUJ4o8VnP5fdvcO7z46n1cukG/xyeg50/ob45nN88RdAIzfu6pPlLHD4aeZUGnVP7Hzdcn7z9nL/vhWquMtG/1Dt92xP/wt2mmR/shlFCYt/fgkhx6vWN+Fsi9vJ3cfhG8y/5M1P4byEm5XxgH6pg9rw5jK9Y86X/XhaRm12IvbvZk0mV+t8Rkt4VOXK+gW+FuIb6M9l/V8bd4lU/i8znS+WoLDxKQ1R9P3D6f8F0sqXNkOx4fhyU3uvlm3ZS/142iI0JOcspCyS1uD2mhIz5S0/4obdW3D4nf+tlYe9LLWYNHhHnIsHuH/yly5Zf39S1+GrYbMtZZBYdyv9e4W7QM+U2fteJN7uf5EqWyvH+a2uvC+lLlpVWWsaifvXCfiuL1XuX1696TvL/9K4Xgj49K3AOC//YT5Pz+Txs3yLP1u/P+Ejw/ZX9eCLlUpzZfTV8GEMj1k6utZGAE4+G1iZQIK/OEL7+4d4T0vyYg9+GPw1Z44/w9G6v1rTp9DGfIWi/4Yx1JL392ZrmDgZSPyDY2I7g+y/0qhmTM+L5/ty/avgh3L+KDvwT9Wef8pF1je5caD/TVUcaO/+gxM0TlgAlMJAFdWp38N24OH3My+l/Rf/UEE//GazaN0Hl7FqeM968ElvViy+/qCCL0iaThhlDOe2Z8J9SlwTr7Qz9JIdf7f8EldYr8F1ssOdtKKDjwS626S/i3vgvqOSDvzLK7y8R0shwlGV4atFX+Fa+V+eC8VVHULJn5fvpRvDVVw90iV3bJc0i44hXwcv0huK8ZXmzb/C1y/Ne2lGOcQEtrGApHFEFufhnI28LYblWcF/L7/jYw17vLHPnkDZsyN+zmgMg7/DG6zepNX7rcOqvG1moSJd/c8PPHhedxkLUPYI/w1PKRS6h7l6kaH8v37hDn+Hv3vf4Vx6qzLvI8YDURo12CDleH4kxaEnwbl/6w9h7x/PTDeim6X74atDD/XluUU14nW7yqKerjY30Rm+TJvb5rvHqlAk/Wb3qskuetwoNWBVz35uqy/XeHMK8aXxKLw79KDodh8DL/9BblWG8C9Yd/v3LNmwvy/vWF8sssD7r9b7/jeHc47Of5MHaYxj6nnDa8dF/wQT6tc0j7mhKDMDkr/8NZcXsKyooeuQJiZ+4al++sLYaEfD3tnTX8oLLSuusFGMrfj/yH4INfBZDdrGQzxzZXv9vuwvmkiYVSdjt1fy2Zb42XNy93eXw0921rlSDheR4WTbtl/7w9rWmutVJSno8/+HKU/VZE05+X69QX6143y+ODZjab68sbzepO1hCxLJP7eK0s2YftK/XiPDtTs/4drrmhefK+kcJQ7LPJ4X5Z4Y93Pw9hB0X8Jdz/xvmvVfheuwBt4ezZE/U+Ti2GMt64pFUx05sOJZll5P8fJnwrxvdj+FJnqb9b7hK/N7/fghjTXuz81V35+WG7cY/+qUS+CLVc1F/968mIfe/UK45R267e+48e28Rd38Gvhq9axoqbWffh66ZSvCmsUB1NGo0kj1hO/OGL8fnJfDWHta84zi5Z/+w9Y2K283i6zeYHqGkuck2CSMOZrTrafDt3ax7lyf8v8fXeOfG5peHSkDfdLivlhvnXWl4m+5l/fwQbIfZt5E+6DIY+j5do402bT6TivL/1jcsiSVUPnXvhvyhBlhml9ujVhR/qMkVP8d1XUniJu8v0vggz+831GeuyL8yM4WT8Uv71gr5JbJHnyvDf0NvC9l4RJ7LZdv582jPO68z4flkJPT+CCZgkSa8WhzUEhVM31PV0R/htJSz/hWHO9mBsk9KCoEZvZe1/+Ci6zIzafFUrI34f42re+TZP4d9r5AvSKPfDFDfIiu22PLM2UovoxsV/xNb7rBuX9/Fd3vf5b2/xt9pzta5M25yi+mHJWxjORe5ukNqvBRNyeTMkXIaTwTTu72l6/XCTwR3flBr43w3UpM93QyTl8tIm8Pr/QxT/wQ8/xUX69xtVSvSnzyR19snkLX/++6y/1uDCb0s9+Uukf/L914JZef+bZBZfT/Pr5Gv9QSwhn4r8uXr82f6L9/uXvpeWDCGNoWSvGWv9RrmDPNMJvuf+DDaIdO93zjgBvqXuv/+CHl4dcK/CvPt7uvrOfM2vcK9Takttr8EXh/Xf57CHKL/AeUAAA0gQZrAL8B5r7Dgaw7TFCGsxWOJfrz1lJT7/w4Q36+G+ZXyeQurP4cnlWvx2UYN/ydTGX4T5sXTLnwt3HavDfRL+Pb/gi8e7LL/9gh8jPdfi77jzL3+N6rwo8uu69aKKBmcJ4o2Zw+DTT+CLjslsQaeGugScOunDctw/8FG1XiuD8EvkruWWH4iVj3P+X13x9c3Jvfc/+H86slfUs93aeJRkoecj+u8PXW2T4OavWas+niv8XlvZ5b++7/CF70ZXryR/mwvxc74vJ0FxBPmTRT/E3P82tQt98GHNXPpjOv25S1/BJuQtsPgv8PHqritE5Q1BFPpHF4d74f5IqhHjPrvfS0kkJbjnxFDZ6lXZv8N5JXV7X/+H8++poG3dfOHSwMPpVtPhuMzk5p9/kQMCbVl2eoTvCf/g0L/5ZOzJnwzJX8Pn4cXW/4Zpbr+E+Pnr8GESwfJi5G+uI/Oa+GsqGZhQ2kmY4YWpR/83myX/7DfTSVCI+//DFsXpZY4P4RtOfwlund+9cF+mydKKPjTF4bkk4bt+Aj9Z2X6g34fu8uc3buhi/w7cQnpiL6/gi6T1+CPD3u7983J/hXL959qRbkX/4b6r38NxO3BWX0ldw1LvnPjrboH63j6L/6guz+xu5/tBp5qe2vDlyarsKngnrir71wX8NXZpdJWyDPk3/gojdXuppcvz4Pynyg8hX+G7cyKsMsv/l9fwQ1Wnhl9a8PXSDfSjs/d8b1TiRXj2v5ft/GyIStaF7y3uTyqi1X78eF3vB4R+c+J0zR4rTcv69CJfXfI3Rf+8+C1jbX/hnc1Gl9QmPjf/+Xd3l/9s9SxeF9Nx5f4Y1NbdXJzq4fiIdf/gghf7yKty7cRzFvYQL8eOWCFf4KdX6l13v78NTsp+cjU9Ekdv8GnipkONU3fLnwX3xtZPu+ULkRmc7fhWmf/GF6mjqPrX/wvm2qqlXhxc9GOvEgks1+Fbv565SRsGiVo0mnmlfl26/DmPLkqULHPf8P1vtdN+LsoP6f8L+J5CCjhf1lC0C/eW78vr+GcnGKbv6PPv+sMLy453+FtT/u+X4ZpG8P14b3u4GNfRJHRvy/+oe56VrCj1uvaaIz73uCHu+tC+Fb5Y8eWV/5qmf/Fcscy1L4WtW7Xrr38y57+Gt3P93x5mlr2A7+516IiIwZ+CfPmVcP0jt+Ca88rrfb8b4966D2ubk/GVhbEYSdsQyiP/e+CjxfK/uJf76Bht282uv5nkD/wXYx5+s1tl/rw7kzSpPcxncfuUfYDPghu/F+HJL7EeZ+v/Lywa+E/NPm/z1jqA1ZMftFr8lTEf4L9sjO542/vpnKh1//qxXghrrhl/WsEFb03t4fxPTPzkNkPd8FdUjO912auEX9/Ct5fc/LfMWGHaPvwaeaHaZ/4VrKtYiPl1XKpKK//DkulV7jiIMrXScPDH2SCKkl/+w9l3j3H6fY/PVRUGWV/Yd5540pV9571mFwT69vnMPuW/DnUPaS8T3/gu5lL6rB+C2rUnfdleF9189r4zv9+4MPJ+fr4Y+/ftDa5eMqPeZ8u+4n/ACy0aOOurl8F+LCy/64KJqe99zL9X47m/P1z5/Bhu8pxIg9cX8P0f+Hsh+XoPf1HOUxs6dr68EWsspfhnL66vluVUGedmA283nmvPyqecFbYNfXhuSP1hpbTZlgzs7Ecv73id3n98vr6YL7I0jVZWYjesdehB/lFIIWvf8K6vrMi78O2///Lfal+u7/BBz6vNra/G++adfhbi5tXWpPSM7MS2AkOS814IeSryy/v4J8sSudItG6/lr8P2m1DH3d8uVBHvvf/+CDdcr7yrKs2jNrY8PYTl/vUEl73Ev60WDCfr3tnSAlapez//9gh5/Yg0L/6hWq6ruPWUbIa+F/Dfnd7qa8eD5/xORzt2Z/y73+epnkCtv/hW7W1NxzoLh3VfIHUTr+HqWpeWJe/6uzK//ubOfw9XW8vWa4YavZ3P/56tIbxMij/ghn/bfqCefHNuq/fh+79Wo96Y8UNxGfLv/gk3c+QZf/UKWouuNVTJnz4d/Zf/sNbRGeCMd//h7L9f+XryqtuQdgpj43ciU9Z4V9henNaIuViXLX+n2aHw5F/1ogmP4yTuCqL4JK19Bp4J9Q7TMg+7fOjj8NeaqhN2+P/8EmIftl/7ywmWc+vDXdYMJmXm4yISykvrvQeiP4Q9OdyeronHI4bMhwxEHObWnv/w7y4Z76qyZfLboKkFbOymkp46J4Ivr77qn8Nyfr7QaYat1fhKu073Xgkk6riUV5rcN+5fy9Qvzbs7rebnCdS5eSoIMRz3DOKBZYv+s9TU5olWOH8xb4K+bOp/7n+vw7G135rdsX6+YPVjokP4Yw91hehZHYaP+JdAK3OusvpRwMsUjvrG8NK5R5bdFU+Grg9SOH/KeLcv++Nu21u+KNJz/dFywSfNlHbCLjIGi3wyTJ+vhhRfBn5C0o7T4/Pffda14VniR98zm++dKsu/CukduHaH4PmqGl2f89W06/+HbWeXlw36px1jgTs2XV/h/zPaWTPHuVwP4IWhJdX7WhPCL3NL/rgt1XtLn3sv+uaf/4Q26jfd7w24S/74YkluksxJz5kzK5R6X6/BFn/rfWC6f3p7cN+Eab1hv1xyc/h+97z5vIcsfNO619hjy6pP4Mz1/+CDm27exzS/P5kw6t6z/Bhe62oxKX+GpMv/DErfmvjNYb/8EF5Pdcwxz7auEYeOpfy/mw44RAadkI+/wqXPtd1niEj71//huVknfYjq7Y6llrwReNegrzaba/Cu7yHJpe/mn6/cdZ3FbbrTUU+dr4ItX9+LmxNZ98v7eoXy0gy11n+cX4hlSvSxV3XpP7EyvtNKdf+DC96rWMPCfNbV61xWTIyvn34/L+598mfgj8mQb9wtwj61u8Zdyp/ki68FE/1kNpxMg18EM//b6w/3L5ZUm9WfyvdeTl9F/ifFdXvf4eyLSd9RAVNL1+HIUIfn4mXwVaqt35YnfpBl/q6CVodouWX/BhOctWa1YeEtc3rnv4JZyldV5fghnzzGX/rBHT16vEb3sN3Rfr8Ky8le+e9Ty1DUsr/wr5Nfl6ktiWtjAt/wVS6vL6Hy/h+Fdapvfvmnf8s/4M/BJmFZjTBeamVjRf+8E+kWe8tk/a9Qp5sXPcQ4775x95f/F13JL/Ye8T91GkNZjKrL4yk/6BFyPxfi5e36r8Obi+Ocqwz0EHxtGWI/E16hHWub3Jl/gpp7vbl9+L8N5r9fx8s2rLyZq8v1+CLLm78Rn0/meXL/1rF+S096+zlUyOH16v8Ga+zEDTl/+LnlJ97T8EuUy/LJF9tl9uqsKePLnf/hvItdSerwvD8frJZPkFhn3/4akJxn/F/D6nnv8Lzz+bbs8oaaP+sX4iXn+5rX8E1++NU8vwQSYtVre93w4Jz2M/4I/Mvjfl8rZff80I35X/hukRH5SBa6nTOya5+Ca74v4vxFLbyMvL+vh3jLJZUN998PeHtN6/6g0f2H8daOTc/waypOw4YU8jaaU4v+CGq3ai+/eFoY9xZ9tr4x35ff8LfG1OqXcdHxcMffrzd3v3BPdqb0DDv7w/eMe68EeWK5Urw93d9Y8g61hpb//gvl23Z5NwuR7wt4wLrXl8/S+h8k/w8yH/YvnqcNwlePz8G3nrAz75LamRye/BJyvy/C+MrufQw5msuR7Rz/nrUr/2X/dT/D6UM3Ol/7wQ1J84qXWHqmIOI53V6+YuQXnHPgqz/WulL+/C0v4ZeiPfy4diRmo5/17zyJk/GXnlvc0vWUqvBJkzb8Xqq4zV/Le8Gpf9cEeXZ88/C+Pd8mvBgm9z/L9fh/wr8z7yxw1w8VgtHXaz22gSP4rUUl7r8EcvG1Z9kq9wXUnnDs32Mv/eG+qt/Ax9I/gu0nb4hyD8FvHdNeuvw1VrzpVYtfy+v4T8Tx58a+F92qrr5BJ5b+CTqp6DfwT8sjaHffll/usLX74cUa6+VAX8v/uvt74Jpzt348vfgtm/4r5tfRN1t+o3KxtOI06vQHr5QIjwL1/+FefqFlXylquDMyrxX/nqUXYqic4sxhx3P8GEbX45+3Z2BgrkEf68/8F97lqf5vLIozRk6EhiCfDvNief1T1+QLM+vCd74Xcv8NeXF/LU9V4L8aX8vX5lnsG3hreXreHuL/gkpZ4sfhmY1dWjJDen/+H+J3tV1VmWZN/+rP3e9eCLTXlRf/tYvwtlwsspkObsk2grM4R1ayAnpwyhhsBMvvfYIrwr9lTL9fgs5/llyvh+CK+8X4YmYfe1XHe/XhXu0t8E3b/vvCk8TfP1lC5JT+vGcu/BN3e1m8w+FNK5/y2RubdZuz8NyegqYrJ/DE0sGhf8nDXHF3E08E0b1P/XrtZPBL4zzj9Pirz6sFuG90/rvDVbdTCU1x8/S6wre982LD2s//JVKK5f1Vw721c+vz5nX8o2NSyJ7L/XgiqF9MRBV78MewHjAAAAOhUGa4C/AenkDWVh/ll1f4KScuarPnLL/9Cy82XGKfwxu/NjslFA3OHQ35fX2G97bnPWf/rlXhzlZDUiGFw1n3/4c5fVShVFVhru/4/x6x52vP8P+bKv1MgXUtUUy5hv4Z5KvBfJ0/fvu9a4c6ktmbSyv/gjnVYI/zheepzbZj/4NfPV5wu3/wR+T9+EsiOmuvz8vyPWfiq1rkuuTX4+G9aUXJAqH/gnqT2qqsq8Nc+VH+nM5w+nWX7e6Bfe7pua/DIMwEXvQ8m7kD68NVxvltyX/w1pXUhYiPf/jd4yJrknblImxH/mG71qVW/r1G8KKv63MGXfl7f3FSn8EvoloNFP4IZPcxw/BLlcsq/8fDc/hGzZLOSg4hY7t4el99eDXwxfN8mVh7SqTJuRQYz8K8cl26vV5M62ZF/w1nzWGbUmLfrwT9EEass/PmX75/X+HOZ92QqN9/8EnllGy/v4bkvVOn5npX8bNRZpt9KTkfqQMkyPubkRbhLu3w/aO+Ue5701X8MrvPrzbv+epryShNp5r/z1/hA+hoX+C6y3O2MK7y/DE+qzO7yi4jL/w34rXG+/+CC+pUObnOtz1oOwNCIp+a2ir3HD1P4brhZwy6PGUP4NvBBtOumHaQ1ZyeWTKeaxg9fda/he9EqS1ZDf2gldXf5fX8J0r6v+F8aX3vqMEPysBC4l2Gtfhvluqdxf/4JMzrPL91l38Kz7WS96hB7Y97//hW6mXsmsfkF+CN4+zr/wtJd6b6mNw2JuGu/4LfNxxft+CGnnh+asjzL19DY2uvQvNL4wYb3v7tKePpaf/G/Lemfl3tZWpa9Q07DM4RDLsmLfDus0hqpZzM30oBNwy92cmOGGi7mfnzjlLFV2Lfl99cFs3D2c5prUUpBp4azOk6/CTwR/4bt6a2w9KZ/y+9djbctqh4abh8TyqgPZ0lDkFLw/enmFx4mX/6BBaa8seVYbo5k0xfatlW+H938mi30kw/hK453Nb4L9KbWR47Pzpln/DEtdc0mJjTKNNXjpPpL0pf38VvNszHL9e4Ygl18/xOqzyD79zDyGQ7mufJ3H1Rf+8sYXcg/c3r+J0xpojzLyP+CXFzdR5nG35a+g5MwT8xiJ6WLj3/5cPvf4LLenLHDplp8b8Kyb28jpYrDLDP+vs/NILbXPhnNHwZ+esxWCV6PibZA/L/rRbqOr/BDkfKhy3rrHNdYZ5l6qeJXf/Ctu975whWz3hn/xNtz8t1/PVPBB5D8v6Xru/DEm8ksdaFGT5Ckvpfy/14S7l2nr8GE3Izy16kWOL0fy/+43pl01ryq9Lj/bYdGn+RYlPq/4cm78WH++/y+v6J34cK3aqzUqdf/DnDUf3heVf/PUZN3p/8EeX2mHyXqOaA18L8m71Xwm4m+nWcPfEVrNr6L/1YI4Q2cf4uX6xfgkly/L8N+fr+YHxM0vfLprl/9w5LnU3hxb+q5lKp9fCvdETjNJjUuvpkPw/0/+C/a7r5Sdh4y8vy/peGoceJXCxfTB+O48v+uvfhzyfOFpkT/4I9awz8Ky8O++BdX30omR33Mf/F9ppd/gs0lz/zMPS78F2ZCuIYGkfLcewtx/LjvXzwj6LgzL/9Gwlvn+XZ//Bfunl0zL/LIfPF47MehyJZl9fw9zYHHuJXaexLAMzztgVn23hKX/XG8XrMtVS9TVu/2fh2kt3/+HJdN53kbDkvLR4B8v76j/Ppa8vL+18NZSNJfXJMhz42qybTV72c+a+TbAd+C7nXm3lGy/ruC7G6+3vl+e1V9//8GHKu8wm8xSN95y//8IboupN2ST5fd01FZ8+VheGfL2+5iTN8b9zdyx+C3drmzFXhW6myXZ9fCRx6NhevBr4Zrl1W8bZ+vDuf9rkztqBO/ht0obh1Wpl/wvfVtdfhhNiC+5j4VfYX3TfVpfvET/Icl/3wT8e5nr3y/c/1/gt5dztZM3q8EE1Lrtq9CbX0EsO8xeGeqr5x0ybBsEvhmZmfK+Pr/4J9qpfXtl/3wt5ZJZ9NmU2kW/+Fbx1ZafXzMtPsf8L31DfAaceK/TMyT/L7+0H5COrebRDxV2eLQnbn/+CmV/lkZjGKahWNg/DHJLk2v7hi3YNPDXjFJsk5B//hCI6f4/kaH8rfgi3pO/DvDLh5Nfm6r09TL/+E6V+Nlb/Eat5TNu98bHubOfjyu1IS5prhe/sAia7vNhd+6NBLyc3XlKX1fsbu76ieH3Xcd7WTfZVPlCsqq+OPJN8f4Z0rqO6PQPSf/DluP03C5GPvrBHFd3b8O8uNO8N8HN9Y8zrdffhPnzGmX+J5fqaIabvwrzvPImJ9Y2IEdH/L69WGY3i072Qq4y2oKRgnGO+CDWaeFFaxr2zLn59zl14Rk33U2vfv4kmTyfg185VMhHhtf/h7Js+Kn6qsV+1f/Cd35Zfz1+GpZd4z8EVz56/CfI27yyOPy/64Qu93t49Ukv+Fa5Mpr1+GPf57k0YS6Rr3VMn/Bha3z6sWaPt6L3/NWv4XrWSRUOqZ4GGuf1l+/wx0l2hyR3bHzKYPgi+8cdgn8GGf+RfCQ3bl6P3YGdK+fL/fR/v8NJHJ+H95Yl71NcmpS51g6voKj8t/C+8vrBH6OIv0/CXjMf4nn/pMa/jbltw37uzS+b2ZyNPaMy71vBr4bqr8XzvOVN/47ckF2bvc1qF/xutK91zM5/w5+ev/DlV0iRATfhlv/bCFybFDz+I5O+f0/w9dPf030r5NuWKk0Zif/cM9d5TL1TUZicehlOk/8NXLHXJZa/L/p4frUvLkXnk6/w5Or/BP4ZVDa/FmL8MwhrG/qPvV783/4Y1rx/ymTievcX/8LQ09S69VOtns7vrz4rcwuM82dlX/jZb1fmy3OgK9JU7U44ritFG1mWjvvh6/O3dpdVcmXhB72tucvqiyBDW+C+r6xr2sf4+f/Des66/xqmDTzS//BFE6Lwfhrkkq/x/fwRyWTQ971+CTTU2Pl/1oEkvwR+g6vPWaJPRfL7/gspza677vl+Fb28vY3a4+HU1DPcx8EMKDYzNadpF8NaI8Z6OmHpXrfy//QXmhh+TYNU56kq4PURxM85mPj95MyXN21GKJfxFSRu2uvC2TZItR0bvyByfkHfhS6F7+aSs1r1IN+CjTWffFl/rUM5JurZ31GxNqSp/4brb4fs0zywaeHPL14dUXy/64JsmZP+H5LW/wYdoz+dObV+GIl1qfwz5MU4SMWh3leGb/FeKj6u+smdeod6rL+1u49vH8fC+XyeTbr5kx7nPeGvl8trwWXjrRyxNV3nPEH5uFXuX9/BBN+L/jJiDOHyJtFPl/Xsbty/iu9opfaX5gWG0WJ/C/Lbk+Ta+Ycoz38k+U6L/9q6DX1g/E9Ws+5f9cOy/1fxPCg/HYVny/0uSTqMMv4Z6rhMtMeOHg4tR/5rm7/wQVD2VeUVqTD7/owTu8xW+vHL6/gr3kve8+evwx0Sl7y7BvLZR2VMcny/r/7z5/BPIczekT/fiOmVife98uLpCfrfLd/4a7qsXo//NP7/hbdeZiv0QbS6/4bzfUN1bR2TnXNV9Zf0/DubIdOCSZ7mfK84vhnaVvnmnDoNPJMG1/l5f+6Gkki7gv5GkQxunUeInt+vBBNPc/6yZVLkv356tw9MnI/+GqJdVTIsXzXuQW+SuTV6y/BP5ZOqo+Rta0N5efr1N6yvvHKvBK8qoJ3Tfhjtf4iq+7/BBPGnW+3S18FGdFRIkWH/D+9mG4/rXF+gEGL92Fwb+bBN4Iv6/gtk8k1la9r3PX8pYepL/vrF9h3c/urq9pVkB88odvrDUmfH8E2rkRLm6cX4S8zVnQZf6915Enw75aLvPHnLht9WKL/h6fM1CyPN5u1Mhq0nfGkT/hq+/Qqlx/8v/WJ1juWZcfit45Rl1+ai1Xl46q+v4V59V63P8LxZ/CtUS3xrynqU2NFH/l99cP27t3tPuv6nqDXzapeoV1UyJOsXxD7onRuLfDtWfppaqvx0ql/gj5eOtIDrL/9B68+6pXdeXz1K4wVeF/h/G/cj7m2l8YeaMguhJa9MivCvNSv+GsNFNZWq7/8OcuV/xpfh7z5nl41RgN1fM/r8EPl5U/DVa1Nm//D/NnH+8nq1H5t0sOT3/wX1Wr3fvwTXjOPrw73eb3ur1vodtx4+9/euFru/mxvhx2P/BFPB+Nl99cOzSb8V82VlVy8h/wa+F925MJ9Y6gmbyf89jI3Nf68PU27jC++aOCdYJ3rtf5f/cEGHOHki+rzRXCFul4ScfYDv6L4ryQev+F7lPmP5ZmM8I+SpQY/8NcdcEuTkzj8tf+HYz1urWtc8TE+VMY1cEnlkgJhu9n/h3n5u9jScI35z1S2oYh2/kicrw9cuPoq701Pso7MNOYdcVRfX8L0rz59w7Uq5ugv+5uk8W+eQ4S9N4P2BjArlCQz/4VudSVvNyRtfHkuNinl+vwxhvz8xr0a9Qhu+j/hzqpi2ksPE5X/CmK8tZurst7KDzLZl9XvC0m/E2K64/3NQ+NE/gmKHKHzr/CDTwvpJHwJvfh7yoZ2w0rvK4P3WRvm+X9rxszVSpSaetIknHoIw/t/CGa4p00c95vx4rfIx9eESLGdO9J+4sv+uNj6872iYuu60w/k/+Lyj51Mva/GT9rqQp3vz7Rfycv8GHjdXJ14drv/D/baqq7n8X9IN12CXgvmXX3blm5X3NzA3+HPN8O4dwn+X3bVQX5vyyJ62f7uNnnl/7oN8nqOz5j/+HpSQ0viDT2nL9fmCzr+HOTSOXmXCL9wx94W8v79hfzRkwnzFbvTHdmD0P2Z/DPl6/vdflp04NPC9rNjggNY/u1PLsw/s7F0vUGEw/IQuPNfshA7d0X8hfun34Ze+K1qpK/wzl+pYDHf0/UEF7djjmXfjy2vkbatn7Ebb9WK8J+Tzy14Jd5tz3Sd+GqQd8/2bsl/y++5IL5/rNeqDu/T8B5QAADnlBmwAvwHn5w0v8N2/fhgl6SS65qn3/gvLj0R837wm6bNEN/fFebaVP4LvENKp4tfYc4X1N8GHdTuV/8FPONEI7lgX9vh+XLhXcv/e+MtGvF6Tyff4c2jT19Me4w5/BHqX7Mv++C/oIuS/V48Tf/nqjz/0X1/DGietIjK4ct9c4yUafsv73gjvhOxl918GHK5SMnlb18ivOuDTyZ8/ippWsyCX/CdZPt1Xgwnc6HbNHUOZ1+hfl9/wQ4n6nW/BDH1r5TvxW7eTveX66TDGsuJJW6kXPb//Dsr/MtSTfsJhMx9yV41NfwnbJvKGYwvwV2TZGfltyOVyTw9w1ddU0xMy4zGLH+N2SsFw498c9u2e6VM41OwGFakxleNyMostNSPOuesrpQflHyHwgcROb3wTdz8S4vX2/Bb4fZWXh95x8OVGeT9Wn30/+Lw12pcg28Oy6rFa6kc1qetf/DGJc60mPuULzFfhLuyWl+Woa5mL4IO2Ly93IaxgVOxBBjnFi1L68Fc/677lbX4fyFJ8VnlindV8aKe4+vz1qHUvdw1HgYf4bwtofsIr5z7ZZ/xs+d7lM+5Y1Nn4EuVxV/+fbqE/bukxhjt3vgwtNuk928pDXc6Cfx9N/4jNlK5N/huqPX6I60714Q6n6hBl4n+CGq+H4Lqk3kKJ+GvcMUnP/Cr1S5kJuYdzaDXwQZc0h7vG0Q7raU8Wib/D/l8P73+PRFS8I/4rN5f9c9flLnRV/zSFzjzeveZDD/74iHsq+fO3L/Xja35e9ske318wSRJGbP8F/dvn7X1UoXj5MLx8v/WJ82l9ji8v6+Fdt3jdI9Gh1/X5+Cf0eMNdeFe568y6/KhRmD7DfwSy3JvRpv5z8Od1XzjKaLv8v9eGuqwfWtYv8FGp/3Wx+Hs+21D2igrfVNx5GhuTr/G+5rcN+y93rVv5azheX1Xwry+ktzia896wfqQhw6C8wVSpfmgLBoX/7C8apGqp6uEt+opjD2021/4Jorm1rVxr1+GuGPdb9mnU6/L/9iq7VMZVsa/NrL5ff9YvwxXW0aUxcqYRa2XDEhfzV3+HufSfhGrNNy7uEzU5i5Q9NfYdy76Ub9m6rhjfyDzl2CXGUHw5pXXnDpd+i/1qHeJ/uXCvX2+xw/LqaWfhzaXhyuDmJ4dvT/h6+lqlPj8v0IN0Y4aq+M2Tlk/HMZqa6/hWGRTV/54xTOi2QZ/4czGUtcgyGN9f8EWcs/G/BDw976DPwvrVv1NLkIptfnnX56/IFQzuGh6X/tw9VShJ3Vl60vJwvsw3fD/4L978XagyI43ocQmvyV1eX+/BRL37U3Y/DndEpv4eVn/4X3luF9zMvjs1OYXXhXhyhLUeE5r51+e/haxDxjm/YB6S7zA75f+tc5+CnuYvZ3e3sPhGXw97kzlV/BfvdqtfIeMOQ7F2fhsh8Xb+31+LK5/xhfL/3hjeH6F914ee4ekql/9w1JLr9JvHoq8VanLyYTf75JQZl/vw1hEK0ftZ9hF7+bD3oR6pLv8TO33e/wQ0lvL8FF33t8t9YQn+3Jt93Xm5qZf1LwU8IfVULc/z5xZf/cMeSqU167n5bMO/yeTfh7VLcO5Pe+U5N7/L+/hOf623y/tOoXisKit+Td/ACyEWq/8Nwt78XGX3fOfDfF82aOl0oL4Y9/LnKErLnRfD9qdBfMbl/7cN7kxi/cNJcw6x/99YXrm9br9CnQhHx9LL/vhW1yRvLKD4Zy3yQaBp56/bjf/gj6I/y/BP1I9WTrjV4ZrW58PXc7NSl/3xW7a1P2EV4JN5db8EXJKw+/Lvw55orbUyv5fW/D1N7k/4mxkFLC+eaHNOX7+gT32rieXKvBhkzb3Xwyov/BHRHzY/Ctd3Nh5IY1h/mf69w7JHn5p7z12jXqujXn9IMZ17P4cnXX7+ZEaP8bmuPzkv3JvN732JYlX//hWfTZ5tXYkmREg/6+Y9gCb7Xf+DTzTZ/gwx16ePJWkvpmLME6vwTXdqmL/D3irwTYnSqeusv6q43CD03dy8T+7oJ7KWbuDDDiuP/8Ma1n9tvwx2InKGg2X1/P1tjW/5f9aBfyya5sX6DD2eutbG3tcvdpNfL6z6R//w3TKyvBJ50P/nqGu588v+Iz/fX4czWWev5pQ9aj4cpXsfMeyUHS/9WF/N076rl/1rIN3lZH892rNL6tTYQZtXazCJw6sxfBJe9z8NVrUpMPJMPzCIYou/iQ/dJfN+PczVZnn4NF1nr8048RfhXJL1VTyDdt8PoRRoe8gMZf68kb7fL8L6kO7njrUkf71xsntOfNV3eNLt5clG1jzITog/slzfhufDkU9BQorLUkf/xMc7dtJqa5f0vBLrUdX7fiZpfjffCV55SL5v8M9N1/EqyXwx3d9NS1oyjsgbLrQ/L+6r+Hu73Z8R+MMOWxH/sO11pS+SX3y6CXZNn+HZcO4nV3fL+nWU2NUyz/8LeG+lmNrNImQ8hoiB++Pl/fwvevn1vwqiHc1Gd6dvj4dvq+3q6PHlxMiVdEmYRnw0GRkGvhbJz/5sUP22wHsR//BhmZqq6+HovNTxwJ/hWkQN3Lu6+OniFmLfBN5Ycni/er5f38FGTrp1sfgwxKWzpYX8sw08lBdMP3dy/64L9KppP5flLKZvXgl7tZocvwRb2mHwX3aHl88saiGw2FWaoOIXhU6l6r4JNXKTl+Cy+2q2kSX4vwVS88Z2ZvPm34Jr61r34YuEro81ufOPDXw9aP+H+oscffH8CH9bXuGFp+YfDhw/L9P4Un/e/LvQ83XKuw+H8Tl+R5v1kv4MTcdBVplKww7nxRwNPORfjJPtgi/9YWK8+pjdGSV/184SxgpPOrwj5s1VKL+evmozOjQX1rwRW5ZJTH4njvu6r8IeX8Q4o1lXF89Rn2wr/4VrXGqTnMWEDouUwwv3pLxy+uk4excd01OPLuv9NDOXhz/wYZdvu8Hx4K+wSKf+Fc/xHPM+GYqK/8MTZGFzIL2PnB5lZjLhK/oE3JfE2PfgovGqTk0hSO/BPe/csYP1g/E8V8ng18FVqubfnzLL/2ovd5//hnL9Zav/L/7rX5L4W0+CnxPJ/VODL8v4Sl5+9Qr/z1LY/ebrh5LMNu2X+roLz63rrI93XKSM7/l9JSvG3fhjofrVWbcqIPw92jntjrwXXfk/L8Ed3njjDXqCLnzFl9LfDMwmh/6mUhyKh4em3/56/w/0+X/7BJy6Lv+CuMZO89aav7EGnnr8oThE9r/k6bsv622FbWpKL1Sy/5fV7UF+mE+pb6rGYhKhf8sV/4a0k/SJUR9/+F+SCnixR/EkZb+X/3H333Pr95f91BXNvxP/VZUy+/qF6K9qT42cdSXRvrw5xNjhP49qnuZ9+C+am8+WnWz8qP+X/XDPKxMK21BPsN8v32kENZde8Vkz+HvHWN7nb2J1w1OaMXuB/8JXu9jqDTwSZI1m39gg8l3Sv3bHYCQ0t7LQyD5eV45j5Kp/oM6zG04j2CI+/c//wRw/SP9T3wU28mlN3dX75Zfv8K8+SZ5fH0jzHZf1XBZrcKaf58y/LS3rXc+a/Dkt6tzTeQbKcegXhzWvR6Z82lC1TxfjbChe2JI5n/sZpePrnMH1s5zNlfxOWrWZj/CfdSfy+5n43NkK31NHJEV/C/vg5CPXy2VlBwQP84NS/34Z3tL86Bo0Xf57HzL1/BdrUuq1ziX39w5e5cUPsrVpXhq0NB3wYcuWsjV/BA+voRvraqL/XY2qWN0Xd+VjqqhE/17RR2d4biuPwR7zZ2X/3BhH7s89/pbzQ/4KObrdK5+H+f8rap1r7U/y+v2M477ly91kz6/DmB3Sqo9hkQw1Ol99YJpef3L9vF+HKZ4anELcPzV/4d3aWT+klUOdj//yc2GFeX9NrC/dan+75Kjb/38FPEudJeL4Rl/6w3DByOz6yoj42vg18GHVeTXCZ5nT4fX7mCX8NdU1mUw67n8v+uWOLz+CPP4+vfgkuvr8EWrq34L5kDnqXml8qhlfn20tqETQY/BhXUm5usNUqi/+CfWVkb8+Py/BR2msjngy/1qDCTxhfm6lzQYT6V/xXmydf+CDWXN3d+6+G9q/4WrhjCspxa9MaInr9b4dq+83zXqfDB97f+oYw7pZicvvVPGyf/xMtfzwBs/sFnV9S5cS/f8GHm/HOUO941P//gsw2ZPvln/my/7qNnlieaz/lle3JVfhnzplCj5PfkyX+vFcQ45VHrxNS82fHWj4bsciiUUIOKp/8vv+HqqvOcWZeX5fh2Sc+X1/WL8EPmpB+Pl7ca60rv+CHqrfk7Rf8EWnNuMfC8/fXaVEGO1/g18EXNho9l9fsbMxkv6vNizG+vngGl7Zhlk+oY3fxrxhzw7Ej/3BBEYf5s2jRnZ/nRQ3tX+CWZBvVvL8NYz3WFdf++8O27828Yp/4ibln/wVTb+bv02Fa4euUy/c2Q4VbO4M450x2Q+397WFZJRL43Vyq5KlWc4PyaGhnM74JIz78G+sMXcrGPOB0c6LDx/3y/9YJJtjFJ7L6/ibImrrJf4Uz5VaxdSDPTv78L5A6rovdp0j5BpP/mmrX8Xef9I1/Nz/8F1SX3tZQb+CesW78Nr8FN5ekyPJH78L3tSZ4v1THY5+Jvt7v8F21Wrou/Ddd1/huJfL9+ofvmibxwnraoW1R55hOGFESSgr/9heNL3lRNyqvQy9P/j8/vpvNnrfDVSa+sep/+LtPn+vxFqLyL7WX9/CvafV1PLc3Oi/gru9qta3bfeG5In+evzdMcn/XqHd6LM5cR5pQj/OgK+vbC3JXk9cLtz8GfkzCsm11h3u3hWZTLuKSpSpgnfFCrUnrFfnqaAatb/Xgvslpu+vkYeg0X+VevBPz5PnbL/XglwzEcYmb69+Gdk2GTtN0Cf0z3/CPRntXvhnNkzC+MjgfjCWvPTj+CX0o/z2P+412A8oAABDjQZsgL8B7+CgNcOU82ewl/6z1+cLy3L/3gj25lmHw1zUVx8InlsZfDfIvXGUlbllgRf4I9qsW98ZyfqQ7L4r3W/Dc3WVxU/InNq8L93J/Ur20eGlxBQ3/DdtdZDxv/Bp56w03H/4LfLWWc6HVF+vwzPnWXlFv/gvkh8118NM+M/+GpMRVVQnfn/4cjuTd6yUSlHv+FsQw6ydfDkQ3VBhef+CKTNXHwV9pyoNOdlrnPwW+fX0pZf+8MSLlwd96spSC8bNPh5zrYsv/q8V/wT13LLuwRft+xutXxWoe8vkUlziy2HK1Bf8O7u+Zjb/FGEmafthu16f8PzZrja+9VsPvB1LDtzlIOucDVpE/h/n3F8q0zXjfxzmAlw6wp8O8s9Kdk/yk3BNoVb/BsX9c8E+1Hc9jDR5wvEXLvIfv8OVT4uZGP9/wvdqGzpdjczY53y0gCPdfVL4V+eMv1M+f///w34ZvUqrmQxvCrzqBOh89SoqFLy//BNGmLXd32y+v2Nkyaru2r4l/rhIyGCRblbraoK1OF6+6Uvb9cUNTtRu1+L3e460/4czpSt9fc5l2Gvq2X3/BJfPIX358Xw7fg3RLFF/7w33DCgvkD70VlL6147e1eN5vf8GEv1LjePLw32/Bp5p3pa8L81z4P3FjX8ikYLW9cJZMXj3+GJ+7z16/Qg1xMXL/3QYpFS7vaKlldf/4J6jzR5JeX56+EHn8+n+GLv8N6FclK/+X7+w/TfP7SflxXx2J/7vNn4VhJ1d48c78Erx9Ef/8PT/i/P2omil+zODCUEer/R8Xl3ly9+oIJuTrkshHMM8Mpnj6HGld5Hny/kyaZ1/BHVdz8EHlylPXTTxieIflJ/8L1OKEznzFvYIf2DXo2qkW+f3D3KsF/+Hcb2u+JPqXNf3k8Gi+w54hx2in8bSaFJX8MSMEZ5tuXIRw7kiiryo/vLv8Payfm9XrNWb/L9tefB92ZHNBq8OauI4uSIau18v/0EPG5D3FBYv/Bfyq1kD0GcLzf/hWzXj7R+v4YX/P8EtLMhHGmUFeG5uupWIwUv+/CdqpSx90Uv/eC+ORmguFHhxxYrWxDkm/8Nc+r38wWMJqNPgou15Osvz++ZiVCUJV7ggu6e79J6jJYtWeF//ghmLw9TM4wBp4K55eX52H3C9fV4VylE/TdTB2mOdkBEJG5WuFuDv1Thj28wlE+HmP9Wfz8MaQ690lWyb8MTn7Hllrb2YS/4aIVfVSCm4auVLxMPzf/XggOf/LyPP67LafJxCMQPTUe74dkD9J90na4vylbQevwXxlodLyrk913IvhH5qzL/qSHch/jm7jl9p++EoZCl8kL9jqD0plutTcc+Fo2lfKohxJFznhzHnh9f+wZ+CSHfGGjI7nFfQc1CjpeeVxdOmrKGYsMxn8LZtrLsi+HV0yPkqdaX9fDtkkM2Fmy4Uhq10uF4ZHQWXjzrxv7TzCUCfnr8jgkk/4bn+azDT8oMPH/8P8veP+76yy1AQtPxu7uoIxh0FCzM/C1a5pTmso9BJJpuV5mmF6nh34Wss/dvjdU4+VZmwXYF5fdfD3IlLlTUnG5TikGHNTsFykQ7DyNUCz8LaZWaIurK71RLj9qU62WtbDUv6fjaqsTiXAVvidWWXJLiNOIq+Er3+gUfhUz0vobzSbNmKP04Le9fKLQ3m9spf91G5kN1nizCnuLJoxn+RsjTSVEH54VHz+FCYZZkuBaeLa/DtyDc7P79i+95f7JKE/cP/Cu8z5nLqG+b/NIfTmz+Gd5cM2GuA64dw/4fdgOy0/+DAl1u3rx8cRP13hYvPKg9v+KoRevcPrUYM/C8vzMmcG/exLwJ9f+l8v35IIOTJfSe9Kmsz9n2n8nm9Xwxq/bMeYeHFqkcvgauPdFCuXy/94IIaqvuX5nmJFj5ezq5NyzG1X8bajlx0SN4YaFmnu/T1Ge61Hke5xRu+sEF8rXhZ82KsQ6nDJiJ71huT3CJ61jo+CCukEFHJ3mN36U+SSdqbh/KHt/XL+/h/P8/7ujmXgo7a8MJdmh+EuS73k4IN5FjRDjHB+rWfPV0pk0extznlLJ4TuL+NxymcM+Kt6nH7zsLd6x76E5U2bRMpz+NoqH/jqmiN4fnOaZi0sh8MpZttLo57phFaWa8bsyaYum33Tv1mRrCT+7sBBK9oKYl4apf/UPy8tT5teVEqf+NLH/B7feHz6nvyhWZG/wvGGTZ+OfCfMvd8pmPVI7f/D2zIcXReoc+UOrYQJ/X12Pk68v/WNlfmb3W03M8OenMOyv4c+kb9iwWv3/D013zCRY6lGUvCUk5Q+RPR6yOd8/jZTi8MKJ6lzEqV1hvEO5JWTDRwMzW4Vdteo2ibI1NVph/LbCPeztaWYBiZahnjQv6t0JlzcxfC3G0Gz/B/0huDPw5vAs9QvLu4KzBBgiXDJfwr4y2bLJ1RIapD2/G+Lp9QsS5f3vC27wur+zxhBocgv7S/8NkVfqpnFn7/5c/14V3vifJzO/MX5ubzXe0V95L1N/hjd3d9f2bmg11Zyrh3j7cNSmcGfheZfkO0zwx66wCTZlod2Egv2X+N3uWKfnOa7wgQGK9W1LsGbIKNZv3Gz4edCDlWVS/iObdKqCh7hNJtEpF3BfD9/vPsL+a22rUVPdG1ZBXfAd/ZN+HiKbcb7d013yyTn//Bf3aqqxmP3hxJ5hsI33b682b5C+v4Ji5Nb2MrZj8bLkbo25t355qLzvgm8YpsVjEuX6/CxM8N5u3zOo2eeX/7y/9YWlyfF5bjfWWH4Y1L8TxNfn8Noq6GvBZlZt3W93KLX0CaUMyO9+9Fs/vBsX63U9fsEsP7WXwR9MtWr1ay/19+C8s66pjobKvHT9Z0YR6FXw7LkQuX3/GzvSV2+uJ4aI5Ev+H9QzftjXwTNfuX9X4O15wf8PS8/vjx1byMO+FqXChJ6RN8FKenHkC3zkX+EPhP/Duk/D3ur2zhuf+DXwl5+lt/C3ltJn3TLFmHLcflL+u6uvw+WGc2WabLLmd9NJW43EZTakB3fqHukrcFr4UXxn1vvPrLpUzHjB5ZxQ+G7RTduX/vBBTu1nxO9Ye1pgErh4L78ojmLCJ71y7O38M0oS/4+LSD2EG3D/wv5ZGBvC+hUh6cP//wYXq/b49cU6LDZpjymCxznwtw3tZK9lUm1XP+1Vjo/w9VI8d3z8PVFm/e9iwJWj3FrWGb2oSYt9aPni+Hd351PeSeSJW1Nmw8tKL+t8EFgw09zlKmKN7Xyceu3/4d3e+7R18ovqQSH9pKyu+DPsE936x34CL8O3ydeTGUzUcnFwYlQzr5RWAjwsYwL4d8uWxvnkZfrsrZ4w4P39B+ezIV2XO42vl7kOOwwe6//h3V5V3mvP6mDpAuYVw/EYTTQhvQ7Fvggw/JFdY33S2N6dfhxy2Gn6j4IPJjUu5h99Q8iSEi3KrfpcHeRWFl4KpLJgbxLSvIPMjCrfsb+gX3dCzK45c8ZEZqtaSZ3fwQku9In4cm/XUMk//4fLmjmLGS221JFQ9c3/5fr8fI3W3fdJeCqm5889Rcgd3G4CQY39h3kKE1+s+J8eKMavETa/l9fw7kOljxn+061SLqvE8wVDcPj3h1O/obyr40ujWtyRzpDpfo1dP+vlDfP6+NafBn4ryhtYe5RTN/C8YXeUki86hfylyP8wNBD4T7Bb4e3stTIp89hVrR21NNxonugUO3xuX5/CpH3yNOzqw6+Enbj/wt5M86EtMv8cbMNw66X39QXaw3668x+F75bV35w1cJihfAxHw2B0w8/h39fwYTZS+nLfX7x4JnnuiaVrrG+HXRNmENHTt166CTOpoKnSrHXDidttfy/feC+5dvdfTX4clnMBTlmBf4XyR8pCsuH7SLQpBxEZ/4vG6zMSI1egMXczqWj+WGpHCiWiOIu0el/6wru+73f5onTbWL4IL9rUq5rrvAygk8epjbO2fhkqnF8ol8FEgbItzeYf6vC+6UM7GyZBTalaUZDjPlguGrOjzvVhp+GoYv7fVVYRWdkdJJFPQPL/1hvPmv8gUDa03h743L/lub6fVWDxFarRawlwTF1QaF/rw1ZE2fDHYzNVBIjJIvn8P37rXeRdKP+y28HGDsv9eHfPPifGdefcm3fT64/hfNe7e5OUcMaELQ6//wrpI/voCL61/TSGf4fkifo/flyeSs6kZnqk8P3DcniX/XBBLJ+7VK1Rd8CB+XnJShbOL/BERVqQcLwh1Lny3k/4QKk+642ic/h6WU7NX+MKoa2N6PpnzT6xu9uYXKVim8vfLZeCYTD/YKvlauDl/ja6M/n+PoX4e0a/9bJsv4YysJ8BF/rvj80N+gSJcCXi+X/txstCY/LpYv3za/4+0KQdGTrx90my8s0P+i/f4VxeU9y/UNy72iV4dlDa+n8blkePZKXtFes6aNY33CSvjBReVcv6fhbDuJUoVD40p86HuN+UTNPef/+evhF3N/Bn4XySt1uv4J9ndr/jbnZ1Xu61K2chpwRLNXra2v/L/S4fk8nd9QTWl5IMoXF6nqCybFZpLwTRj3k2XJ/l+CDLsrDmHw7dlIn9fE5CwXDHGbxqLuhynZf1pQYe5Ey5tORz36cOL+pZsl8M09NMJRdgmQcE/37h/w9vJf9Q9k23ZB5wk0PyXqjC8PU9yzZ72nxZrD207Mb6Ubcv/0H93dpV5c6pQxVf/z4vG6jWeVfhwk3fX94akr+f8Y/1L5/OdfCDFdnwZrrRMK82G/DPb/4conZdqu//gg6kPXLJfur95ZEIyVU42/4Xw1nWuudsOxnqkQ/ZSMv/C0fp/n6xsS6//wV6yY+WVJeTj8Rqm6hr/4X3Xqqw9zbgT/w/ZmzP/tSHcZ/gj8fcu4aYOWvD2XL2qkay31Pi8FuuX14Y3fJmynta9XjBQcNO/+GumVBcwh4jOvlEmmniXw5L+d4+My/deGb5sX6c/Xgo1k5HbpRBo8EOyS8SOa8m61/DXcon1sN7i1f69wYR7T+F+X4WRLB82p7T9KX/rBBbWt3vmyU6JLk01k/XqC2tYVSs8L6ky+K3rpL8vl683d/gqyNpvfN/Nl/7xNV6dfhzzqFOzkn/wxSJPU2e4u6uF/37hqPrzmOmNC9/+FfPJz17J1WG9MYYZhuLW/CXJ2tX+fGf2wh1HwQWn+FWir1+NAxMXr+XVpfhYp/824S8tyLSQg08EBMN+cjjfeoy2KT+WCH0qfga25aWy/quGrP+/IWm6L7/Qa3Nmvw9z7XiOSWbEp+Hd7WojqSTn8slz2cKBnZHv4Je6jfvt+CLTp5UX9/DV+23h2JNoidrpf98fxxbxtdev/hnIgtK8fInbDiW66vwrP/zWqvj/+GLa1urucO9YoLHJNfny6rT/89Wcz1/4cu+ofZr/MhNAGpf3vLSn9F/1w7xtc8/d6moeq4cRIV5wT8OVyZF9u4jnfhjJnIqt6kPZ/5PEz7t+TK1w5vNmV5d/8F8/1MqWtShmpZ5gdDKGmcM/PXyj4QaeLn4L+eOb3Z/oDNdYaZXiL5cz/89TEjIZQ968F/mYPzfX8gMMkc/4Y3rhgkxyUfVLOO/DfIvVzZMO/r6BNJ+MU/HINC/64ckzyxnueZYyB/4mSV58/z2PnHEC1mv4JybiufOr85ehi3/x0RpYjYnL914dl5+fKtSJxj3Xw3Ir/z18o6MP//EZ85N/hmke7diNkqL/Rf91BHhD6Owfgl8nZ74fhesi0/6jxu1c3+vEa3WmUq6v4e5fU/V+vmceYS18Zx8B5QAAANEUGbQC/Aefig1yt4zV8MQ9leH/L11j3av+G73rwlac/vfD5MOqm9uXySpOP4d0iei9r1DEEvXz72sX3kEk5f/oFnOPvdz3K6xfh/ubIY4G8e9pSF7ThI1ptHPfuCDpjPXuk2HlUguUl/L6/mrv8J93yf8OVfWcQy/iVZF9//w3kvKOLmFov+C/ufn+N8si8tfXhzekvvJkGnk6psRf/oM5G3fRhBuiivx9qRNsfku/euGubexh9JjX9e4LZm/cKqyy/dtUHbm9SfjyYrSl865GI6Cz9Yvwxd/UaIjfOu8eMvrwYay+Gyh4tBQzH/wx4cHS8zbfzFzBuPB5+Cfd+E+nzjZf6XBFFdrq/fL/wUzrydOXC/Y8/wy/r4L9YyseI14KalJLbUP/Ddz2duuqmCRUcEnz4By/64S3pbuDXz5Yf3U0//gnpXn1ryrxXNkm/qHu76rD3O/Bh2XF//E3STdkvrfJhVq8vv9Hux7ketWfwtrSks5Pwo3zpu3+9cP1XwgTRzyzmnq4TNS/+GLGfxP5o4uOYW7/L+XWGMq77u1c/4eio5fX8E+eBSW93y/C9ovucUvUyQ5sxfuEP8t+FpI+sK2zKLhxsThz/hypJ9ZPb/4Irne+78MeDLXfzyX0oSDmzC4NfLmX/hjajVONp3HyW3+i+l+CeQlaNkmP4yvBNNkkq6fflnJVT+GaYzp1PRZq/L+/nr8kYfvdfwtqNLpO6+HV+BgU/w7hRlnxtDv9q1zECB775b/42KViLrwtLnvaVRtKDSLef/wzwSuL+eVT3//D1LVa7UusTBU/sv+EO4e95Lvf4f+bG8fpKda7zShmZziqD74LYd6SKsY5m3LnC/DWbyvX1Da/FdX4d28nyOu9qGNfeX+uAg26i//+cq/1hjNmDPwREtMSuJft/HVot71bX4+/POr93+ev24ak6+G95tVZqmJf+CK7+vwSYeyR6zsv9+FeXObMuGLV6Z8v4c1Ljd78oWjxL+F9y+po2caaOv8v/Tgoy5zRbjy/Ntv+C7Uaoz8t9+E4lZ+mtebJFeX/0grtzde6qN95yz1/Cm51zEpIZ40eGaH4Pz18Ptp/8PxXrF9a4uGdh/8lNt2/nsQ4++QvCc+DPxXKvh/73rgvu74hc+ao2ICX+L99Bf/h62Td269w2ymlGQi8ryBc6IkHLfC2K/R6CfKi6RtYJ/vrBHtQ2e78IavdvllDvvgtvb2n7sv9+F5/4nTixEUkF3hX/h2WvulvL63j0v8v/WFptRJ1Ah/P8vnsvqbX/kpuT/wvTydvNhpL44LrYFHl9fwVblzWd0uX4JMbr8vwX+XzWw+Mnb00X/rBVVpb7Wf9wDov7/T+xu7vXVSsiB7+fNy/mGagT+qvjYyBB3s3v178EPjaxSeCXyd1/fgiuf3cfBNW179qtSiYWX+/Ct8uJu/20NJJU6cvcFPXi931k343nnfb5cth3x+p7L43PYleXa72Wg9/Bz4JKvsEX/fJ1dr7CkuXoePUffLh3sMTPdQ/E85L+XJ0jPv+/BDmxXT6DVe4TrJtU/5vL63w/wnlS0HvrNLqE3+t5+cdhjlcvpfQcyeTymTNUe1n66lD0Pj31T89nNP8+nEpt+Nz5j7LdwX1KbZNdJmqcsUhxCb8IKkbafUM562DvwXX3L74Pw/0l1V9V81lXMl/k8v+G+b4M9C98v+Jn/3G47l99cP3vLvSllr5rmqViX6vwTQ1qvvHu7Mv/urvxvVS6TeeqT323Pzu5zR9Lq2pfT+wYSa94YfW2906yPEoi376w9l+9fVTQy2Tz7/wVSez927btt+FOHsmSdSeal698z8XD9Z9auDXwQ03n8pC/Xlh2Nr3DlvKVjlK4crk6+W1J6/xt1NpNJ+ZUle45VCt/QwzAjwRfm9vsheG4matM1L7fqNvdy4b4buwrUv9cunvx6r2G5VLN//h7Fkvk8m2psb8PxJH69w/mxuJrfMo9M/JNSAxMQf/3L4avd1BRxdrVi5//w9UL8uNzPDEiEHyKfARYf1q0aZjgSlQy/kv/Tl5ZTSfggvvzRKjXJoytvLS0PHGlXd8Oy3WbxzPDOIYG0TaPMW/bH+X1/D0Mj1Sce45GlHtPBDryBCBP+97fyUNfL/04IMP6b9j1LLJrhqm5WQajk+OX/rfu/wtks2ZnDrQv5+ZcCP2Kz674NPBfd9118cDPrOYX+Hdo3y0934SbhlfD/wX6tq+qhJ7qtd6fy/a+HdVvisYX+pjJnJ1+PHASnDajv4a6qpixlrf/BBvcree/X5wZqfCPDVdUXw/Q5Is+NZmHcsSumdHZrwjxBbrSctzr1C/GmX3LkEry3w2l/y/kvQelH8KJgI3S/x2nhlKXhXXcsGYmz+H6ephZ6btXI3X+R7/Bhd8f51+b9KzurWX1/NvNvw5tlu8tCJVP5nhmIuX/axt7Lm3NnzYe+zyRFIRxHLTvXmX3dJQYbhLfqXqmUW4v0t9n+vBHdvl9gkzZC2pvwx1C/L9Zy4dwy531vjdyMNaf3jrw/RWWzsjfFIFrKb27tJD6PX3Bp4XmunvL1NgeS7Hwy/GFzb/Uv37jaqZZM5JUT47ug9fevaOz7/y/r0Huqzx93yzHw3t//wv1DuWWfuTh6Lo11Eu38P+ohFb5de1LT2/r1Dl3L7WnDdxP/hXFd1MbOXtKrlemb8ivT9WfT+Han0w70u6Fi3pu/LNulMduh/DyGJaolYcv7+CLUTzlRf38FXnXkyFGq/JSTvwQxH/hXYIbh97sH4nzbGss/BJy01Bv5suZPPWT2XrxuT5fq+X1esI8SxH+vJl9P4evfdqq6ytDW5MN/L9P2HbhYXB2YipyM1eT6VsZD6E785hNhFwxRuil+vsGFHy/fGqM6/XktQF2k0M/De27yzBOED6PtdOH4VrPxj2qr6VKE7/ccl8Rywy+dcvvrghwyPV62AO/BJu+CTw1PKqr6rMs/BBH+N3X00ZXvUm0yOWuxupXqe4Se6yD6wXxvWkq0al85R9XNmapJpBjAZkXL9f/ie6nz2vtF1Bv4emChlw4obXpONuAsHj72oyOaFt//8EJNcg4qL+vjfPDDfx+it9Xw+K1TpSSDESNkw7Dwj7arcerXD1+5LnOeTVRAa9KnD6mPFPL/6hjzeXD5V92yH3kfXu6/Hr7BBdvJ1GV1GqElxhD0xIIKs+ysl/yausvv/fhas1JNL+vplC1V4Ib5v34d1G1kQ5V1dlzONHPbNmHhynBv4V54ho/bji4VPMqJsjptnQoVzvrhKX/SxsuxPk2dIn3e+RSxlteU5eUT15bzp0X6/D+il0vvi8O+FN4CG7Wvff2N0o+gfcI6Ovwf3WdeJIdW491lIGYYrkL4a5mpMfMNnZwS7WXr6D/UN006pQ1Q6mZ3741/0cPmPgsziy80Bp6cM2/vw1vH/KcSKir/wtGct/rJ8Us0zLs2W4dvy/h62szZ/vOlr8oPMXKZkGvhqOGXzp8wPJ5AkvJ3f4Qw/w7pFt+alX+CLeVrj4az6lr8g4NuliWX6vwSyeTT8R+DKvC/PVGWJNwyuO3h/8L598u18P3OomzIra2Wi/74IK6Q/TpXfcliVg46z5bOf+fl+3BF56z4b1qx/ln5/Ds5/2wnUdqdNVTb/+I61fduX22yVDXNUsF+2if8M+7eH5wSH73rAd8ZzztU+rNNt8v69gknx87Zf9ctO8Gvghjm/evwYWg7vAlfNzE++H3c/l9X8KyXvHyKvB9BDs1dKX/dQtMNGfvFc/w2x8ioc/eOvH+CWXCR+XYP3DeNPlFvw95NLq8rHX6Za+gtwvC28+Jd0j8MSmZqryZ2r/Bfe/JI1F9yhslf4Laqvn+cfBZLvxtcuWm4Mv/v+L1rHVX+Fsz6v7vr9ziL079Q9bGeztO7vr51r6waLvDXGqa2KEXk/4X3UM02TPwy/G6/+Hb7fd0Rg22zxSTP1RQfrwrhVdPZnVF2m9d/l+vw3wJN+b8vuPzZBP+GNK9XrDrdFr//G88tVs/WU9X9mMiZq+F+4910rq4nSQUj04cP/wQaZpt8e5Hz3U5wOKUT0jcv/L9fjZ+6um+tkytK645Rca0VRWQ14X8uXJPg+CX0sOFmP/gon/m/F+e6NTev5BGROGu1adl/9wR1SmhDPw3xuSYPoESJh+/gk2jtyp+CTydn5emEvS+Wm+DRfRsv/mvr8ld/j8j9U74Q9H8NVja6mVuF0Rhm5f8Pfm0t8vXvFUp1bOp1my3OVl+vxM//VSR+EtjL+lK34cxnHlmmePhqSi5f/PPWhYY2L/4vNWXLovwV8eVLnTuxaPWGRYcrsv/WCetz+8J8ssv17m8vXggzL9NTZzauEnrEFiOltkqvBLSDfI/OkkH56pkiGr5P63wt83dSm3L4ofv+eeH1vhzbrL4ZqV6/Uo4BoX6ycO8tOOKxkfX6zoZ3/8mmb68EJHfi3rkvuL9+FvAPaAAADlhBm2AvwHq/cwaNR9eG6SzeKZOVzL5f/UGHkkBHuhp/ecDgWex8x8v/eEuN+5UyM/w14bv2LHO//Jy5+evHKf89f4dqv74d7SZf+sN3n7alVwnzF64bXPnvz4vhuXE5/F5Va+m/wh5vnasvqvD/hC2U31pq1F8tZZ73wvwTbCurdfDNu3CHg08OYX3PF+Hl68gP8+FbLdb1h9y02wzjkpLefk2iXMv/qHN7xfDnd/+vfhW6u5PH84+USHCsOGuuTBVzL833nx8vwtlYvabqXtBuUCY314Yy0tXZVtqHn368Malx7JPmYXDsbEeCH2jXh/m66SjMj5fpQq5q//FVeVRzX8P3fn1cMek+Zb3yakYMo0n3w7Llz9rO7v74/r/+Gawmx68p4GLlEdE0Rv8EN8n78Eeqrr8MzsrJmsN31cu5BIGvh/jNWnFuPtSZ7h2+yxEYRTdsgl/DNpybylzr+vcOYd8/Xxk7eFchf4ZtYf0eHzIx4iz8NZizZ+mbWG6H/gwsnWdzfX5+io5f/s23f4R8ulMq+Xd/w7XE/P3fX5wrRBu5v5/ZQqH7R/+Fp8/n2YfYimHV+eu2PTvrwR1yS780xLWvoGHd59m6n4c56zHrxUV80pbov9+N82TZqz3wyxDOybbZZ/8Te8bQfBr4Yk/NpeNFY0Sb8ei0vpfJ9QQ2pLL4Z+eukGXTvH5utc3cy3wvrSc/n8G2QTfL7+yW8L/fH1zifyRdv8JxrLnzV+Ft187XDKnPkD2cvJX8K3dy8laDnbJenieeYfUF0l/D8V8yZfO2tWsWgk1TrnrkbAh14Zz9aeEI+L5//klS8v+Fr6snqVp7yhls6AyxX/wxq+OqSXFjhRBmud46vf2F6g7aqjFuCuynGGHjh3UeqNK14dk966iDGbJJEZNTFTj4ypH2csad/5SkKz+DNfYJyTR6cLORSrwrt3lBk2wDK1zY6FVHVqfw5kzW0SaVJZ/8J3tT+teHJZGyEVZoBFb4F8ucOsy/BJV6b71xu6vx5UnvZhFOLOzVOH2J/f2Hpe/fl3J6+GFvGluJ/nq+WhwpGMTL/a4a0i+1ILjuv/8N0iQ9wkWs3cpxSlzQ14IfJvfhjL+7dXuYV/5NMnYRv7Dtrc3AvrwtuuXck7oeYwd8vrXRary/+oT3U282fBhz5avrGxDv/8TCXLs8Jsc+DPwv3RSY9bvGu9eusv6+pRV4Ia74Zf+sFfdwnkvFyGX1l+vwYVXPVaRwxxrmzhsofTpU14SkDdfO/4b1f1Wn57+/Bh3Poxj6nuW//DmX8X5Q+aXL69UidT6oPnrM2X2zocjNFXCTi6yJl378Ievwt3eX5BcMOx/8E8flbsU0u7j57j8P7Jgz8VMzrCXk/5/w7E6cOxs74RJ7qkRYgOz7p/GUKHaG7W99qZGJ5Jfw/VXfHV/VFTjPr/rw1fVfJUwXDC1ldduCSpe3biX91aD2neFGwMtHxW43SHrtfl/1w/3dx9lzqbFzOZ9ZNINfBbRVu/l+Es05xulHXRL/9h6Pclj+XVPC9ok4Pw/gvQXwvPvco/r6LeoG4R/gglwVl69Rj367i/wKpDM5ICPOwH1m1ZEK8MzcjGphNIjf/gj8mEL8bQxpXQ7TPenZbXx5lr8E3nuugfYEovgjp73HwvmOzlTInSLXXkCQ13y/75yK/DS+X/hYuEeIWkkJv/uJ39ed/8Gj7x2M1745jJ/+FPHlfXEh+eWCD/6xfh6z3hvxZu7zZQeHqV/4fzL8p8mb3ttqA+//C+7VsL++LKPxrmg7Iff43lu0bVjZzXS0yS4c03em+n/FS3pGst7hvkl9fw/KRIPsI6N1St+P01hpKcJF47Ucz/h23P6Hu1pdkem//4U+ayIyk93zL5orF1eF5d9a98af05KfG92TTjlXJ1aW7R3sf5NVhy+X3/Vz8O+VgYKyLMG7vnHx+avC19uFL3jvVku2/jX4twVNXhzNkmTCYGF//wYeMrwq+b3LX/hWfjWDmtnx1VD2BFlw/6+gzP/X+s84M/FSJljYubPhXWXSUX/n+9pTDsv6+HqKpsqCXHz83Xg+GV5j7lhVPXCm5jnGbHmY1KvnqL+r42Z/hn5bgh8sfct31q8VphhyE2r/gvvua22yD+wwzJSHZliGyGZHlQd2ve/4V7S9Sw3Y01G2K4gzE5uWXjcN4w/2eOvJ5LhE+XYKYcI5wJAier8sXu9BFWDX8Kw+99SvmXUhww2tX/+Mlv6rpVum/w3fag2ZR9DgecLmWHyxell/+gvW562pMVMwnWnw2QuUVzNXkp2v2FyNgyvebvzvx/+gvgjpu7uvylx9owZrqwRV21TH4Vk2a/rq3U8aN/y//KHpWnOoc73d/Cp0zP/r6C3CJ8zuVqqGeZuWPf/Bhe96lasORGbRjERSHoainvgqIqd3qOYXl3D8F97VpZJhRfDGKfvwzSi18g7jwl78LlTl1PLe44fi2+h2eqe3A/43V6yuXW4pZpRTTKIrcP5P8WTculv09cLRtbXr93kAPhPubg9l+vcEfcutXgj3XG/DPhPjz+R+5r7mGbd/Bt4QrvardYzyVJG/wWlI82VrWD8b3PNXrk9ll9u3MIqVxbE+hTMjHfBBhx7ccz8QdrC6m/AIwj9KY4xNMLQyL2ny+CYnP7P8EGq7kJvL14bjuc2+uHElP4jxpTZSKhwy9h3LO2KFe6hBx9vppc1BNpSX8L6sYNmZIkbgsosUJbeVxnmAtj/MTqtpetB74rmavOeHfP8H7CJhh9fh+74xXVmbLsOsaXx5060OFKiqfjZIvkwmy8epPWGuhfZKdGfTo2jSeICP+vL/BBW9p8uBFyOtO6/9hihL/9BbuN95PWcuCLf15guVzk3qfhDkD76nBsPd1OaS/b+Nso80bxdv2p/vtdHNf1GAy5SuDvTUcDl99cLQo+7cc9NSlZl7C5JV994fx2izWs/T1yrnf4NS/v4Ir5e+9LBh5fnmq6xydcwdhxdnwQX1qY/Hj6D+6V3rHhD+fP4L8blbfbiyvvxzpfr8PU4lS+202s/uoY7Vx5iX/8bNuN5P5t5e/mEzod1frwQUySn9aae5c2zxl35f+6Cst09Du28vyymf8FxHbfDmT4SeFSlZ7yY+raRJt//4c236+HUlavH510tcKw4PK1bKlnziAEKpK8MpJ/3Culu93X+GN4f4ejS9pu297vu+hWhwNtpqX6/DMn1sGmihHvcNjW88lupbMGvhWHTJMtXfmSxmXOL/8bcy3JLvCvT4xP8FpoW3/8K0Hvbe/8v4YTHVfeNgj7bX28Yar3H19o04aRW43Kf/l/3wQZ5Fvku8pbfwYyDy/f4U5NdzkiteKqdL7Lm+Z+NrS58I7WU7954oaeGWX3zkIfDEFjxUmvGpVfYeuWU3lvydS+K/sIvFJUpJpHlkp8Ob1awPtYflCfrfBdfHO4IdYFqZf/VEiivOeD+Grm8Ga+0Tsvr7h/w94Zi63vx6rpB3cPX7/8vfU2Pw/tKTkyfN6mU5f68PX3ceoyOsm4pF8s98jBfXhm2PHDr8iqmHnvl4/TXiLu8tdb63iuVq89fw0t/rxvNkl97jKhl77nOhNoFXn2iRG/Fv/id1rJ2kX3T8O4S5Cslbt+fPcB7athaHop9qOwal/vwXZc9ovMp+J8uZ/+FpHmzu/58MXxecK/E9Vx2ly/14zcucTzYH2R31yZS+wV2q7v1XEZf3twR4f2F/ik8Re+M95f9PC/cP61XUfbD0d3ZEGodunr6C3jcv3g8f7+vDWQNy4vzAwPpcP+HOqamRecXKvIm2jiWfguqr9yst+W1RyWMGxfX3BJd8gMv/uG+XK/wUYWX8EF3kiJ533xZA+lP6+wz83XGq8O2fjry739Ajjsjdu+/E5pO/uW+X2vsPXdz5IKK3MKvuVB4biwn33hWJft3pka0t88/+IqTex7/C9vF8dXg/BLo9P/h20+1ks3qsE6zJX/+C7P8/JTlXgwtV8sl9XP88/hHu09XVtS9uX39QYc5dxHK4uOTlyK4cl1/DNmdfT2UvL7+oMOqMmfo1O7Rw9W7qkHfuf8Gnnq8/nudb8NyfqGMq9n/4c4ddZq0kaP/z2v8q3/hy9zdfIP0YQu/ORfr89eG+38vv+CW7xXPnVeC3l9a2ov/e5X+X/6Cdkr0n/hCubV5R/Jn4alm1JfVLn/w/n9zf7b1jVP/z8P3l/6wb9wvEj+NNH8bGEktUO6/8EPH8+Og18L83ZKusy0Iu53IrWj+G9Vr8MJahTuFp74jW5O/l/ryRmrvfdhfifjlTl/8w5eb4S+/jR/Cdy/Sf+CauVc/8g5l/9w9HcX83GPpGPxPwrTkB2ZUeqVP4Z2rbjPzD8m/C3NzRkGL/R4SubrVl+vwxq8nfUtlEwzdct5KWpiMv/WCi9PMdmg5+N6krd3YXj7n2u1yz/+Hc/m95Ynf9TRcZevG2k8+X7/CtKW5Vt19781fri/CVb7vl+n8bdsS/2jbLnFurDwQfE/TDq57i3xMmd7rBr4Lbssu31vfC0Rz7Yj9W5qKyP/5+XzCgw8yT/hjPjLH651Z/OiMmn1WX/XBHky7knh/mufNllxJfylxM18EO9W/Bh5F8kXgm2BJ+N/51f89Xrr5P9P6C+Gcaf5ZrUh94jLc0Pi6uumsb7964L737anB95HnT/C9Ld31DtEvnPIeH+/zU6b/DHm65ai/5qqvDcNVNB774fW11FzBn5sbZf4Z7jy9lslHjxix3SSXghvdt/zk1n8vME1ncvrVF+r/Xey7n34a4RUuvqYkl/PX0Rvitf4cxvL4fRWw0t/h3NofoifCNm9SajfAdQIeoVbr8w8a8Np/XhuaBJbgdSnI9l/w9jm/l0vfyzvWErLxs9Nd73wX3kL44y7DCGqX8B5QAAAwJQZuAL8B6eKDWXPNvz1yzPTD8PGZfwSEN/N+Gy8eX35hI90SX2HMdr65EAaUv/k5Zfiem7ln/BJ5Ph+DDzZSvumov6L/9/gv6NdskFbKFqj0Xyr/LyafkL69YvczNqyv8nhx74bnLq3WUSLbpfX1Br4QtOlz+kly/3/4Vyb7xvr43/6X4VutDIv8NIxdTfa+Lm6pJBvOv36gn82D2GZy4ov/uHuRtIuvrrjBJNTpfl/7wX267g95uTz7/XTgvz7vjzQvzrEv+FdU06Sbt+HrlJUS8F99PN6lRnDhJuETA8w++i/utgn5ubU3+578MYYlyBns/Zy/cmXlH+eR6fBBq8/2SbMkuOJ4h64n+vWDT1Tfgi6kxvz19KemX9/BLNd7VRfvwUa1Vfc/BBRNHKzeXr6RbzjzAwAhavPEz/56h2K7///Deap5NYX2aJTLov7+CefTMe5fnPxtKfWrSkbHO9WvUp5uEQxtwi9rP4ML86dRqrY40iuTDGl+X17wTSE4tORuDL6/hrpGaUdkEGHvTBswkguSvLl66L/3hvuUgt2y7iaUkfhPETc6/l9X8blpp3vl8j2r2q9S9pN/wx4SddC9t3Dt+DG+S0kDTzczL/DV39vk5kMxz4clPPai5hQCb2P8j8v6q4Iqr5w/DswpVT1+Tm/l+YiqsWfwzWrVnTLX+X+qcbIcee7ufcc7Nyb3Y8JHhOVNZB2X7/C20/mqWahxLq9hz/3mHye5faXoO4doGfHmlcbq1wUVtH//WlYZq+wkDztHf+WY9It+FrUL7GwjuehN410UJ8P32vmuX/7/Ec/5eK60sZDHvu2E17ovLua/glzd1ia1VLOYy/1eCm99Sfd3cg2X6/D3U7k7mzOWHlMmBSriphsy/8Gi6wvlwJH9e2tZm7YWpMx83MNb6td8Py9/Jy5FLJL1aP7Du5anRIYcQpJHwtTnz1Vv8NSL//BRN/OgSi8V5fLL4cxryRJUjeE+gy/8N06WQ5f6yomH7/4XrqZfutUyrbo6qFJDRSXfDN6yfY4fWZtr/8E9PXhQZWqXWIqFvfx33y3v+K8ax4v8O7U33vaX0pFjB/4c3fm+PRCHYv+Toa/BfSesy+vnpb/Bfd9V1DFd3lNo6p+37hfczYTt/38aDEjZgNPJnufa+gV3/4qj5w094x+Heqz/hEzXc7/S6wvXTWtfkfLL4e5L3vOpgj9iVvCTBrX/C1InIbZLaQeuKWP0eTV/82ZiUt8EV9XHwS1rnedfy11hnhv94v3LP+ev5bOf+H77z33tVLre2Rd//iZq6h1o/8F+lehr1jOocuXtf/BKSm9bHlXmPNU2fw5fLqgm7ns//3snZfBdx2mpPwQaeF/NrbI6wY0Bqi0/57m3zBP14Z0jl9/hvh+X/SlBGQKjV8zq8hbTf6ufhnu8EbSeP68L134nRTunxP/hqGv6/L1Nwj4wur5f38M1ePtcylU39/h7y93t6u24Dff/9eW7v+Hu7TWmm+v48ifwvHPf1J5QzeYR32yP/+e3TLf68OEcbu73H2cObVXeGypKH9QxbXTqL+DPwSUMn4qL/1hzlkl8+GpXbBTX5b08vv6h6K3Pm2ni7SpP+QMj4Llp74W3rNDZ+oR8OHamvBBRk0nb7rurWULPP/DWVfXw0llNK9F+rugREJ+WmL6u+7uT78k2f8EZSfsQaefhKtln/z1DW9//4dJdbeTFS/Eg/H//ov/LhjyxulUlp//BFzcnINEl9d1BJSn29eGvPvYweL1Pov99BrELDWvw5ZPL/9rFBp5imX3+HZy+H1C1k44vV1OIuB8tj5QcVeG+b3fh2e3tDdeGibjythvuP964ejnuPjcvdTc6V/CLaI/9/HPet8O7iHPjWTtV87Wseggk5Nwnt5X7ycFNerav03On64flru/CxeSy/TdeHpK/+CSamk34LiZWOHNRxb+wvz8vxPOHyrFShrqO+TCsGTq1dV5ovGfNksUCl/6cMR3KExSnpG3ffw2x2hfBJXWWt7GSa93uNUJnu9d5fvrE9elZH0lr+DUv97gku/B+6W7L974mT63fL/7mu/8P5/6byZr9yj9a8K+G/btqYeTU4d+tcFWsndL82Yyl1gi8O0xvwxq8nqsUzqT/8GEdV/8vyDEbH08z/+DAt6yf6apnr55me9f2C/mzDK2D3zk4+NToaW/7/8P2uvPdqTFkqcPbl+X6fwQEStWqD2qa+62cf1anN3p4V7rmxP0Pfb1ijJQbeHyTl+vwyXP7Dx9H8GnjYzEncmZcdtJMBHnPa9kWozY5l2P5ni8cKE43Ab+HZco/JauGXl4kO9UuBWvriok5SwoRZmx4eQ1a1NCrRS7Zb4fo4/07lnr6t1vXRObcOfJplW+HYl9tWqJR5lLkrUBBwTyix8D8vL9ZFcv9eHuaE/7qkGEirfMuRO0e3fDtkM1E/iXO0urmvjT/rVdfqNmcM8a9/GS/oEaeT7LivNYZu7KeYEv68sMkyyU1RMxFz/8OazSWdNtFP8fT9QvxlX9+Pyqb8dzxgRPBbeljLT/C/BBSP7W5+an4w9SHjMPNJ94JPGEHb+w5qN8zF+YsZNRl8NFIx18rjiLN2X2t1D9MKit+YUTGS1MGcm+bRxHNXKXfLzU/D1SfL/l74QwnJnb/4Jqrh7pezPfhuf9UChBTU/Bn4X82cvWU9Cb53/gjlnPf2vwSXjftvw1N1+nJS5/4V8z36r6ZYnThy//QJL5fsPgvy37uv1MVeuvDnVVtyZ970Cwj3d2yfDzF2o7w/BFzXLL/6my/+Ciq7xX1RfcnS/BJXWKi/fWC6nqteGX/7L3S+c8XgJPesNf4N/DtVpYY7gOuV+PdHBjZD1B34JtWi7vD3GvMR7/hKuUyzNjX8Lyf01wSVpnCv/DF82Xuob7HI6KD9d66rwTZpc6mXZ2X/3BPRH3d+X4L7V8QsZhWkmZ0P/E1Xvf4a1dVUe7/8MZafN1tXjL/3o6L9NW2Fcap7v1UkEf/w7yNF3tXLXwAvw6sUsC3X05JVg08N9z4pS+f/8M6RN8Idbw//w94W1MufavylmbXn1564SYioH/yWlqvUwsv/uDCZXJ1vmxQ7rX5FxolM73tEvgj5MwZf/oE3JLmfai/7eKn/hGo6/wYefzMa+N04Iz/gkl7ddfhbKijimkyW6mqVSNpP8v6+CWfO7e8KKvBHOvXB+FanlV0rnKG77emYb8Gnn14J/SN78L5Eafy2toYf//wWytrzYe2/HyWi9N8//XMfnmb4bW53oCB8nnwfK47TBf+GpnLsDmw9Ji9B/w50z5Hx1aP/4IPDx7P3xFpwYR5ii/l/e8P9NDX/NhscPuT1+RNUzB372qXwrJL8/qrQYX9+UqHvfwS91cqXg/L5f8JbrtF3Br5MQw/j/DOg2vPmxeH4T1uXzy4WOT8IYiz9iI0Q+lba0Gn+HIdp71Kq8e9/w3GVf9rLDlqVZc/hNoz+Xy4vDWtJYbslR3/DnLlf5mnT5f98GE0nV5l9Rupr//4b6quHaV/+GbpG3VwXSuYHm2V/z+/nJlpXSggqn59J0n6+0/Xl/4iaXrNCuv8Oc8vZ0it//BHzRdvxNzM48ydkwwa+Czc6rd+Im/fha9+VfWad/RffXC/nxcO5b6Sidw6CKyZf+rheJ6lkuGKH8Ndw6GaHwLNaXjRHcHvhqbKjKrpu7vR/vpQU5e/9n2T8Px7V5slVdvw5K2SV38YRqgc/hfhl7fJZkS+cvTn8NTYbQx9wShwPZf/+Fc31XXHURP+tcPSeSV5o1jXt3SDcWG3vOVDf3wXZL9Vwg38Elz67dcLxmp/quc1Xe/wnpRlZbWL4ILu1Jfkzs8Ej/xMNb2nrz8oZp3g5Q8hkIY/l8/l/XwSZszC/Dm7Ybra7gl+vech8v+N3po11XFyalnkfj5GaPm/wrdvWKkpp4aSV/toP4RUdj/3e0K3iB52h2iYFPuF0HPZpPDOayM1r818tb7w7aa5nVz7yzA6f8PbrX2GM/fjHvLleZxwuVHpX2o3W9T/z593WQ+tX17Z64NXc/BoX/VzZ835CXL19gvgiivxb9TRtl+v5+jlb5pLSd/RJcU+ddKG4f++/4bczgPKAAAAN0kGboC/AefnDS/Kpjwk34knDjpbv8OFTjFNbqGLa/8Oc2cvzh09TH7Xgn5vW3l+TjPNz4f5vly82rEv59BGfWUl/7wQcZt6Vpm/BkLt1FWLuhZY+/nr4atfT0FP4LeTy7f35tWpPCXCsieb14b1P/0OXqffwa+uH4vwzbK+/wX+bD/1conHCohrkvb8smf4MLa5q3LrQIt3yt5//4Zy7qEvq16NNdNhvOp/wVWzfJ+XNk34VpvapQ+9BeHoSTB9k3LL57ie57Xhpmm9aBTJ8nt3fm/fgwrfak3vjCW0KvCqBFffh/FZ0XqFGqI8qDUaT+YeDWOR68X1HPNZrwR1VLF+FO7z6u73XVn4Zm9Jc1PCN0yPkW/eeVr4bvCdiJwfwxdDv4ibGufSbg18I7VX1XJ5f9cFHhZpW/fnq1cpL/ghvq34ayBo3mDSBu4qP9eesLG1ar/4L5dvPEO202v8Orj4H8N5TlpfSHSmYJdfYK+SFsnGlQfr35Mvv+FJn+Pj+Wl8Nnpn+L80vb/mhRuP98v9XjcO5Z5id9vPpf9xn0lffkzSXl/Xy5Gx1fml/+C7RkX8/XOQa+HO6VcNLatC//BZ3S4Xrs9h8OYVWX9GZbR/k0w/a+Ci/Oq7X4Ts3+XrwXcmXrxH4W1Z3yXfhHCj37/4Vl6X2yf77TxG3Xx6FMNxgr68VzVbhF3WtXwQyoMvTy/PlNCducXMs1b4XyN+Xr8oUVsPhuXVTpKNc3OFPl+u8L1J5GysZeuHpd3/8/4xq/aCf+C+H42eJnvPgrV+UfAl9It0Xg28+CdYcDIVW4L/8V4b0FZnvvCe6/TeduX9/dLf4X7u2HslmYf4SXecvv+E97k/+CTV/Zf37C/hvpvXyneHsn/4Z7s5dnP/+GeaNfmYf+GbVffMw2VFy+/7viffh3pGgF61SXh4WZ9YcFJEGf14WhRTH3fVYfw1S/4LfLcNWst3oNfC+6eFa9Z3Ro9/8NWj5qQqaL6U/l/7cEk9VI371D+fOpsdlVDVxhU/w/Fh/Bhq9dVj9y8Pf+HMN+yvw5F4NyPvfw7z+fPTe2bg+HO7/znvhjyeGS+TrIhhnSmCsFeL6/BFtOXW/DlcuN+Piwnj/Ceb66y/X4KMV5h5b4fgtm480dp/L8bmQpuUU5v60l9qG8jBz4Vvvw44OnBz3+X1vxBL5fk/4Jyz7KGc+XIOfLd/5tS5/EUpuTxeX/qw7JKlzZEDQ/3Fw9aM3hi5OTwQ8vxX71dteCLd3dvfBHC30sp8yfvV68FtdTM7zb7xuX3jtHV5vd3Zh4ZAofl9WJ4J/TbEC6yAv4n03tB74NPCWS/Tcngnyw6y7L8VXSveX96xN3efH/wR2n9UX9fF3vNjVP4MIr8zGs84ftCrK+X7/BV3fPtSQmkYc1vjeZjl92ZSNLb6hlfj4L/UEef7BeF+6uusNYB/+E6Z493/BRzZbXiy/t+Cfn/Nrw2X2lUsK2ok4psTzOOp+BD/mdf/T5/Bp5ps68Py92q29aUXwTtXbcE3ArRf1uwvej+G/z/WmbZf9bG3CrViqqTz5ng/oHs55ScYeNpsRk0KMBUNXkPwhSb+r5/aXhi961r+ULlY+CiWUapmlCHr9Xgw6qX3rmHzr/L6/gkk/78nNL8Pby2uWgx6K8EiU6KHlysYmrl+vsMwnX19YR8h3/XyBeGXFXj3XS1w97GTX/jfZ3e9km8/y3d23LOIq7H+HdKvO/WOyu3BH8XGdL/420+7lSalkki2w9/S7aMPD8gSeEOHlOHhcHPh66zSPb1u5pawzaj/3G1ZHCGcWd+f4pk+Y37y/DWX+GI3XKP3SJHIbPImunqp7U/hmT9RtwO/D7NWz/wYalxnqduqWHbuP/DtXTvjP+HqzjJJnUHqIpQpUOrseHPY2/PxcVq1m5lPJkg04+kw/Z7f8P6VyfJs+m3X9q1fy59sv61gvjrP4aquILIyKWbBIr3G2CbVI6Lr+HbcXWTbUnJf2N2Wv5fT+wzEOIiqeWgB4fm08sPGTl4P+H8Q+u7ZKJ9yUPGRhP7kFbcZ/8P6Gtk3Pc+YWHUnDxcYbc4bWZH/jfmvLHd1d/vc/1sTORgGvgh5cvS9Q7NyS1SP+7bNT4dKbcInJgi+JItAt8O7mjHyXWk4PjZ//+HuXHzeaWHWRR615vnHnT/FbTu4+v+NyGKm9o/6UmSNx7jFDb2ZeJnRRrhJb77/h3l57rLZfuOH8xmUh13H+X/WgX1VaRdPlqUqYeOrX8vr+Nrlxg7q2HUpNfqzma/7rlefU0isZlciP4a3uqG0vBL5m1/wxHO5GqFJuz7imwKI8B8Q9FQuZL/rhzl5aufzrvl/G3m3uytjmbdw7PVHjcdO6ngjbfvZ+Fd+a6Szlj25leEYw0y2B7rXhTcv5Ny966p9+CDe54/WuM/7OGEWu+FoZe+ykux5LDkU81cFPwQbrc3fZjorA7Qzl2OaHWJlSYzg28LZeW83Jy5am2MpP68EkexOl0nh2SKszdLGm91K6rPi9V1T87RbkXPAhnl+98L5gW/Hl/fxwn3X8M57/PtlvL5f23UL3PFzhwZwnerzHeehqy1jx6+DCiPvWWx1rhD7i5/+X/vDPPeD5QnGO/gl2vX81kbfeGcv18vyjX4JuX8OFZxjL+t4IN1dKH3uT3v8pJowvd7uHK5upA9LFn/4K5/arnLK3B+GPN07F3jFnk/wa+Cu7I3mTO94PwSc3OMzPx26qeXcMZb9e4cyV9Td/7+gTxcn+byQZfW/CWtK6pS/Ev2HpWbcrUNn7UHcky+bQ9K4j7jsOdQ9Vdq5f7vlaO6MkX8v/0TdSKZf/UPX27v4Z/SYbDa5xVv/gv8MZCL+UFveU/31Q2fPWq3dyyMcefLKIYsv+G+XLqztDVjKDSh94Xb1obbxCxdHfqpyK+KbdL5fS/CtIPIXv6k8BQ/D9J3weL1L4hxF9/wS3Xt+sv1fgq6SUvXky7fkk13rwvw+9zSxYclIY03IY7+wv8FunU/vgy/f4V8mzwfcfKH1VV4el/+hfm0/1Zf3/8O6zzHrHiseIbaN2cMOonCBvKfSMjYq+C/e769+cvw+lj+DDu2Wj6+tl/gvuN1H+imbi/DfsKX9/DUfXzjjHHjH8Gnk50xzvlyLhj2Tw9as3z6T4zv1/DSTZuTkdYiR+amXet8bm8PTTC3yynx3bGFbXfsIHmr1D+dsP+GZ7/lm0SX/gsxlD6FN1xzqtgvPSD5Nr/hzk5r6tSDMupNVfCvitV4PmmoZ7063wSZIW3UX3/Jz9F8FMmck7kvo7MK+Gu6BNqtCzf4+/N5f1eg7LEI90FVdTtvG/P+Uh5LRyGfwa+EOM2NpWqW/xXd7S5f+sLW9Xn9wHJwcKc9Vb3wXSfl36y+/0Ci6teK6ovr+Hek94fe8i9W1lGOGLZ/zY57/BbyeTJu7V4I7dbivsNzT5Ux3i2vK3/gwu/FxnvvwiZmnTh238v13QWl5/tSZimn2b+vBHqX+VeIjDPyHJrnytcO5fuyuT1xajtjDd9LZsb/DF3z/dfDMtZrH3g18F8n1Ul6+nsgUlE/+HJNVz/OZQWPcgG3/8LXtVNGH6/nfEetB39ggyctJudt2XfOcIHgyh0YbZub5f+sMXy+rzAmmUGw+BFvQHUL304K73V0h1X937n43Dfuzm9SW/Jm4Hxcvm0a//De91bGyq+GYqLXipGd11+HIyxq+uGaOpn/L9b4jFfydF9Pugzz/lYjB6BJ+SP+ev9yiVNeFrrlx9yYaImv/z1NmP3zHo6x14I666g082914VzZ55fUtuto85fLcv+uHcp8XzdZLX4d323y/0+F6r57+VbT7//Zrsdfgj3vKvDnLSr56/l/ryaQSXk175bQ5f+8Ocnr5wRiV/4J+zWkZtwhf2a91XnsYbt3eiOex4uKeuL8+3X8MzMNF3XypyKGpf1VwT5fmh3ANPBJivr8L3qmbqIzzYR+EX+aTEkuIl/usF+fF+6NfnjGwOz8OcP5yXfOOnR2hRGZffXEYZnp0Xzr/wxSivy4uG/q/l/+g1ivw+odl0nF/4Xtt9NtZh7BMpV3hX4ItoZ+dzL8bctY/l8qUV4W1Mj1IES4twzuDEf43n6lpnUb+t1OIQ9JLoX9LSkoe/aJy/15rx/v46XJe+eWL/wQeNYOgzfk9YJvzuwxTP/4f8utVP/VlSB4i3/wTS4fWtQ9cGSp+HM+cvrMoW+EJF+48uE7X06y8MT/mtpXoNvhvsbR4PsX8OS7LW54bzn5fX8NxuVX1bpySn8Gvhre7f2pgw/BF5e78+CCR7u/+X3dSQQSYnenULuPvjetl/8Fe6rPHJmN078Ob2owx+e0GqdYOXXuH/hLW3kn+IkZf7R4fBf1Rn668M6P+W1Jv43QyyfLLeXePXLu3gmCUN/loYjC8ZTWqb+wRRDk2TFfhuPM1qs8JcN0ryNDc4GAv4JK6s/BNm/n2x+HNkkfsPukcPvBnwS+K9Sfwl+u8bu8p0u2k78uqv88BooAa+GpoxHusvnVq7ugvwy/+57eHXY/81Tj+i/qrhW+vLRGpvh9cT7L914Koz1+mVrskzY/BhhR7q+pZMpnDodke/wzl+pmQ4k1/5f18GGkK/Uex/fX/cEtQm7tNd7u/8NbrU6EdnC//4al8vbX8oVkuX+vPzBMvlr//jZ9UpkmPbWNQvqfF+gR+tu/RGmYITI0TVa8mf3Xkn7CNQHlAAAAzVQZvAL8B6l/70Gpb9w4TLGp0qco95PCReanLnwX+N8netsfT//gk1nXl+FuWgbj2Z9Pct/+DDlbLC9yaNMx7csvnqvPyTrHOC+J4SfBuQr14Q5zb8mlWX/DvGWjwoxHZs1tkq4r/z1o4fwX/zWsZq+N55cnqbdWZ7D5aHCrIS/r4cjOPbd9+H4uKDTyYr14Jo8kfJPsPnqcSWhhO7IDh4uiINeFfP16ref/8M3w75VH0/cljCY5PBLLvfO0jfgg06k8QOZvWWmHdwwdMike7XheHKmbdFduYj6k5VssnpfPXw1s2Bby/9WetMNy4LVP/Dc2+Fw9Jd/+CatY5l/X4INTRdVXeWK+UWmHzi/w3JMep60ZPX4NvBhW/JeX4dZwi0t+4c3J4+hrgml5Gg9+f8bL/zYkm/dzp/I6OkL4Z3HJH4vhpDN/dV+Wu8vv9BbCRRzztpLYYZ2/+X3/BRHYi/eO5V+C+u6r1+U+Vjl9fwzPndvDdc0HCc4nW+a7sq9cRl99cPyf3EOZ/8Px9P8hb4Luayz5HuvwYUn5d1+Pi2ZR/D+9tLGV0LzsX5mcCzJQGvjueVK+r5f/sL3W6ycv8ZdlpbNBHMpfXv/Ju2vwlPf3p37hzWpU/kmZ/wTVI9LfXsvr+CHj3v4+FeZMkX7KZ642l0Xdf8dP8y75+n1vhXDpU2oYs1l50gRdfTL6Y/h3b//D971a30llSBvPOH1xv8Ecv5o5fhm1WcYhB0bx+AQfunP/8R2i6veX+qsF9deHjRZQVHQWUf/wQefzWfu4zu5r9op4cDLV8N7u+b54huTxQKgfwRZvN8vwrmfVbvsTScXqjDBJ9x33HcGi+wvLJrx2hM5LwSf5OFIalpy/reNlOXZZ4aje6PuPzinb10uvTc3+HsZ/4pe+fr9lyVXhvqrDhi3nGhUou4XhzE8K8vFNpQI+lp6UXZI3S+G58N+p6+Tq//BP48qualwfham7XX3fD8gsUvKvL/7hzSl8H8gaDu6EX73UFe9bMXVN+L9ap+mHueZOr+4r5SVm3dyOl/9QrjvkX8oe5//L/1YV25rf1WD+HUk7OvPjfDVp+/y7Qvr7DMoah73mQj58/4M+g12RqAi/oZRNoUvXP6m4eLH47LR/DNcalM+G0hPDEJYi/34LeOLojvr4S/9Y2kTH9y+tOW3iKtOdw9+/4bh6o/oD3uDfjM79X/4Kr7vaKiWcWNl+68P1TiQif3fX0iYQcYRl/vxFlJ8vjq/DVatSj5BNf/wrm3e3X5RIqFtsv/uGI4u5u7uUX42j36BgRKf8N1GeUy2WCtCOVtAfsMlJ+ofSnfGGwMLhNdkB0v/WCC9/N37rXL/l/ry8/y/+mCO8muxl/fUVfT5eDTxUvPENJN2qozfW1rl+Grvr90Sv12Hbc78epy5PnNh20f34KO76mp34T7vTX8t9/l3vL7r4V5P1U6fOaRaPe7mnmXb/BdVNZXX8ir1DmtSpw20mdqDXfXL/LVk8sfwX8mdVg7Hp3/4dpObczHz5f0tac2pgg1FqwIov/uCzz7Kxa3fL80sG5f8Nyf1DrjYE7//n+DPzQ70fRf18mk+X7k8Tm+Mpv/hiu73qGJxe//DlW+LL5v/wX8tarrSPv/w5c/mDi+YXoQZ31L6+mGMuEy2tJbjs5ylm9N/+9a/PWVMgWYIMxGGZIvhfyKEp5vnWMJ6/BbfJ73irwzVfKvl7QS1/4IpMXyy/e3QL8+1d9v2IxIkXmq9wxu/m7fG2e8vXgtu/etj8PXN9dKRrflBFqedSZf9dyFgzU+DRe4MK7lJJ65xw//4T3fy58MVHOYS374U+XkB8EmhOnD78L8eWXrRO5d8xdtyDa80/6L6qyO4/78vpX4Vp3zfXyVyBiq89fDHf+cOy/ruI1rpl369Xgly+WT8qXUX/7Ced/n+X/7BJ455xXfBmusEXDtMj9l8n8F0c7mludKL/3huf9W5t/XhXM1nzeGfy+dMdjLEfxseaP5/zaSN+ZvxIeCHSU6JJ/8b3eGdHxr05e7iVhS6cInG/4uu54v/h7Ovy55/cypzcN3G8Ix9eCSTr8osv5eoWvfV+EgPq3/wXbu2s4txn4L5oZfy/b469HPeFv4KZcc9x+ry6bpDh4ChS/+4L7m/W7fTQZ3OJLwX7ZW063CZBIF1zZco0Vsy/8miag08pc+r8MyyTpuTPIl/+DDpvdnVwbID5Qv/wzvdv5gaa34K6699S+769l/1wxutSlPqay19+HNRv+vscshp9/COf+SuSv8FXm5mMeph378+btjU7/wQ3dbD4L/CeiWVr2CFpd5/+C/mwnhC6Na5bHtXl2UPWT+Cju5Yn18WZF+COOLyRzCt8M3fVBcDT7uv7wa+CjVz+98PwtzccVmMy/Uvn3U60lL+vktrfuHsj0q8m5aNcFUfPzC5Rs0v64fhbqTTY7dSSjMr/4X6ReW4+yVmew1nv2qZNl9foR7jrRlssviJc7Wqy+/4f3ED/mgefVgUXuzD8NO2TJ/wXd33Huff0Cbe7WcH4b8nVtMywJftz82l3469zymdNsn/nqW429NhzdL4IeK8EGvgvqvmz0McjSXw4v3cX+TsQn14jJj93/BFtJJQZf73PX5q1Zf+/8EHPl35XX8qMgfeZ+J5ssl/gk8YpF+C7zaNGKmneVebhx5/XhmIee8NPP2QA/GyU0LeX/vLuFH3L614TpT75/XWCmnXW698INfDXn+E+siy//JrKwn7hfqnu+X2ZTUgui/+oIo3K/hr8t7v89Y7SlWL14JNay16gsjeWxeodxIuN12f7L9/k5hyXMvPXGikx+aC/fRr8JVwg6J4cv1+CSTtIlxn4am3qqdMfO/a+abzIvxebLK2Xf4kudfHDuq4M/RJfheqH07q8iJrD2YPL/vid1lzb/JN1I3Rf+sFeeRl/mpj3R/Hxfd+afwQVJFFm+Z55ZQwS48R5F8iv4KbzzM1T25fLnVr8K6vWnXD+Xh+vcvXr/gpnvatW3WuI/Dcn/XCZqzJX3/PX/hq3l4a+COba8vyQ1+4vwUUrnYz/mPz18cdfSf4L+TvN9Q71n52HeDfh2qckLvhPn6+HLuEvZ+DRd+X+/D25V88tfLJfQWzicm4f+CGyqOyN+DDHFPzajJjR55wRp6MTxlp/56nP2JnFPRf+suXt/xd7t4dq937hi5UHcPe3OV41N52m/xttI+89kb8i+leCxZ47tfXuF67ve7P35Bce7+fFPWME5ivO8of+GqvqQ+R//4X5WTZGkxemLG8PUocUwldnV9B2/D7y8zp3J4T+Dtj+X6flBZJj3nz4rr8P8+jXm4p+m/3+UchyT3/DFU0uOY1kCpx+/r6BBvdb3n3qe3/rwTZOeXGV7vxJQ7q9/5/Bp4ZJmzBMFT/NJ8v4Xss2W43y/w3aXyd3vvBXTu7xPNalS/DNdV+PEJXK5ftfBL5Mm78/4env457y9VirclHjMyoi7lfwtXV9VTfr+X+qsE1V4d9vO/Fc3O8u7t/C0vf8+r8w95wuOzfsNc+h8KtOIa+5BcMxe6ton8ffetI21NZff8/Um0jiP5f38vd/go0qvfr8GFkGPd7nnlcnRRfL/rlvccPIGvnr8ZGs4rQl4azc499hmJsKffX/h+kI2b7uOpOz1YHmJw42zhZuPPq/ULx9auJsZ6Kc6Q24eM+Hen/xflevd+GN7hVp9fhaPqx682b68Kybu9VqHf3/y+u+HaveyuML8rwgihcFHfJ/8Evi6qqmb8FW95u/nxqD8bm1T3q1Jnr6ucUZ/he1vMzVcN8f/5Mvv8La1OOo8y5CgbXu9lmCXg18NZ8XWSMfl/8EN433Cp+o29fyVzeY2s9P6PlJfBbC//gim87fhrdcWN1Z/4bkX7Fixp7f31jfJm4X9uIcPnl/RgjIOSo+PA/N/wQZoSbUlv8+cuG7ff/xnc2P1tq/M3Rfr8MyBld1uPODKL4eSf/DnmzvDU2zLXB5q98LWs0Zf4f0G2S3DP3vX4Spyalxpol+n8X2jePtV/gj5tP9yvPXyF5AyRADRfYrm86eXvwz3WW6Jf+C+QpfH6uvhN9VcOR3f0CCGFYtWtMcFmrduayaW/35eX5f/PN4bZXxft3I3+GKkrDdtLe+5mNkF7kPHFnhf56/q5q1eX6/DVc+Vr/2p/+FL3u7+X83cX9h6Xe79jaF2O5F/+C+lPvd1K+pf//wS3cHXzuX6y/uuS+/wYeVjJ6+earXQI5oyM40Gfisv5b5f8nBh4nhM+Tiaj39F/8kknrrzw0R9yJjff0vNDZY2y6/D11cCfknhXr3S3k8Rhfjs/DTlfD20hrJvG5L9zjFNRfBH+NnCX+I+fp7deGqR6u0m2EvD2vh2U1/nrhiuf4DygAAANzEGb4C/AefhcNab8Q4vDlq/XqCSnc/KKvOSXyrNhF28/hsq6rRhpFnX9+4YuN+/UOPPmfDkVX8v/eN8dk7f59w1Q4v+G5J/DmT6/DsU3sD68EXhxpOK3w97D+TdHufVh5wDt/fpf8EPhuzNZfX8OVpJNlo3/e+GeoLek4DS4nyCpAXl8v/0amh22tcOdU+/MROSY6X/vDd1cur7dR6F8May7PdV/ci8vvuptt4NPNrVeF+2sRzwlTqv/BLEPf3vWX19wSXrw/BHaPnBr8F10tMfe/LL/1hjd+SusguzfyjmHMz8v1uoJbvbDmiLwfhrWlr7JmH1xrk5f+sEHaXmtEFcmb7N4fCbT61HZL7w35zj8XL6PWbflrpfeS5Ufz1+8Py8PxGXNs0f4Vu76sdfhl3jQVb4K4riH6TuO3HOr5fic/PWculL8v3+Cu+418/2qtldsy+/4qmU/bO/wal/9wX8aXNt6wxkX/4fpya7vx1q3te/OucU/4S3vU/8EPkhh+C/qt7UseRZp97/56vh9f+EJpa6vFf82k3+Gt74cJev+9aDsP5Tqeur7uEkyNeFFh+0ZbcFSP5ffrBXPcvlbEn1T+C8bNleT1pXnw/1+8Yf3z9fLFvnXnzn+CP8VS/757Pyjzt0X1/DU/6wxzbAk0sqfxXJ+fwaeaGHCvrzWjRXXha9+ZC6+yaSf4bkgRfWxMfK77OFCjjRtFJevDWb+X0iUs/he67vq0aE1XKuYPtKfD1U/JtqXSrL/DlmKpjaNfPcmHer7A82gXO76wtesvfF9uxOszJX/6y/Cuk/LEodfFYc6LzH8v++Jq6A9t2fTbL/fgsvdbvqlw/Bhy08vb5t4v4X8lytk64bwBSvh/e/hfE6d1wYS+Gdf9eHptdb9UO+MN1XvziEDUfwaLrFYTXS6mrKH/hjIv8janCUax/8LXki62xKgU+j//N5AZ8MeTavlw99IXu3/DkJH5zXuqW/+bbf8FHDvJns2Viy+7qoX6l62S9fDbR59+DDtLV+cHswaHWlkgw9gfPH4282+Jc8tOZirKvsv+N55VztF+fdxWpDZOv5tf/CMube20+39dvwlS20OSteG9ye18N38toe/BZVnHOidsstvf+X4a59J+y9OV35fX7D9bNpvrV1zVMlcDR69/4+IaW1z7F/L9vqGstNsPaRJZjQJ/Ku/89fupPWDPw15bXh/3rw9OU0tonde5cyxkTzh9wO/4b6mwqfE9MMPrw5fDvlzrBD5jvrXDu5/kjlvyG/IDR+KD0+P4clZC+xZa8NyzH35qVfwVz7kze0f3FuX4buRBy/DuakGoH8NywtcbHdFVxqGTR/4a8Q9cE30iLQ8Ufh99ov/X+GMvrjXtcikZ3sw/pfNkms/Ddow6uv5nHv4K7v6YrkvkiBp4XlXfCXnueuONocdKHfw3GfNr1/hPzP8N5Hp24IKcM++i/6UoL+VeFBsUfnPyB8n5f+i3l669zfe98E2a1NJnm08qL/7i+bYyy9/jrImcz1tMrXxG8nm/L+r0Mu3Nrvz/3f+5/2X/1DVU9I7wW3/DyXP/r9WfhrUn1+QKw1JF8GG6dzTPl5XxrpVeGZr+Cafw97TSQ3/0G3nr5pvy+/4Iq3eD8nUnl93UkFnl5MpPSfr1PV8PffeuO8vurp4K7zd+C7O3d/L8E+lPi8ipxfWC6f/l378OZPrYoQ6NjzMQzx+H7uWXzXkluzTz2UGmEr5f+82dO68Ekb6Ls/DM2TYko7j5AmQ/X5/fvDUSF/Yc4uRn4oo6aPhH3vHw7nvWK9Dya/X8ZPqb2f+u5A3J+w/j+MGfirvvc2fBh5LWlUIuTn/0X9/C1JyfDNh+ptt/+bWlL/yqJxfJ8RvL/tYd3ufcry5KUuOJNsv+H7vzrN6Zk90zzH//8T6k3TX8njPLy82NS/+p/f8CXWvfi8OX3X+Hb9/h/qYpEc921l5Yu/5f+rLm9/YIKhw/Hk2U3uzql4y2CD31et9fhbuT8d3cvpn/4J82rmb2/Der2JZHBK/g08Ek386vBDceXtRf68NXI0i/Xw5N5/2Fba/lysPS2EoO1OLJT8Paaxv26ihrXnlprfP1DOB1LCXfBBDj2/DY4b1LidGfBMWGxHUiucEf/glrdOZY0W935qRSWvJGaeG6BPDHLy7K8mcv2obxcv/42u0XC+28jZP/HWOoxqwLsHP98lBmK27LSNMXYERk//vrD9N7UsS9HiJozxdSjTceY8vwpXbu0rt453mKNl/9oFV3vP+b1ZrpNkw8UzBsX/fBKU0s+F3ZHxX4b1SqQUZZJGX0Fc3DDX8LVvzrpsPyuh6XzZa8FVa29Jy/y/BN5sKxJWvvKvNJf+HJG3u+rZxxwcl++sIUefSfc/Iv/w9juvS6Pdo97KbyA78v1fYTy9+sm36Z8w+YfMemH/hrzbi3hNXX5f31BBTvyYm3qVTrXpJhtiGmtL4ykXJWvqvM8VxQal/XwX1J+knYByJPawh7H8v31hbHPGyy6sqKp+jUFsgYM/fqC3Wny9KPwV+e9TdUvFl9f1F9+CTaq34V3fPKTV9x8JnrR/HYre+HcFVu0mrVN67HsNPd9yMoV//8JZs93+CTxtdb9QQXhx5ucJbt1TjWanov/0E+X1X+Py31lLLwzJj4bl9jNShXj3v+C+Yjtyh03HO1PGp5geIWLIMre/wWUtc1GdK/fhib6/Nkb8nmEdb4Lanvw9k3Fb4m+mJfaqDV/he76qlxDeP/+/wYe4cHjr6xjlR4avoJM4pKP/BBP/q/L1/qWvwRZJp+H4L4+qxdZUfPlhzurkH/DvoPcn/J3WWH7geP//PcYEb8vWdq/8KZLXJt6V954HGF/RI/l1ZfpW8MW1qepzfKm8sZw+Z77Rf/sfdybZixH7HarL/1hLzyTzf4ju+SX/DXd1vu2UaSkF5f83BfSvl+u0VE0/+X5F8E0vQj3qtvyZdv9dfhitcv9R9BoVkzvjZ8tKAGnhrtrl/hyLB/C0mGI8uX9+Gu1/y/+p8X8bzpEn68ElKfLj4Z82ZxDOf//ieXIr68O5u/xPOfe/UzdeCi7+rPEPggkHnfPu7azGE4VD3KYihiH8HX8OS06/jVzrwntVe/4Ymh+Xr8gaYaRx5ff7DuetyyxbyyyyxCH9v/L+nWCyXtJqe6yB95fI9+CbuvJuvy1qZcGq+wvtDVJNeRtmdZqwj8G3wmqeTL/9l3WvDl9ak4ZoeQfKFZXnqMVsQMFmPKlajZTXgvybW1WD9kHe3/Ct68hG9faTNfXqGIvRK9z6vseGYvOi/r5KTy/4Y53yMkxdh80w7e0/j8jTbekp8/4eqT90upT65eHLaei/+4cvn64flxP/wzwjaJvEHlpS6h+2WJ3rrfn4Z4bdPipwwt7/95vGqfCuaI2uXZ7uB2/vX+DXwxKSv1dXRkDzb/4frI+7v2yYoQ+OrEPX/8GG1C2qr8vlHWTHBGbvwxlzl9cvhrJtEkUv3+Fs+Z/7UsPYUcL/+CXd834K8N5/XtqfP+DCZv3lUZfCP5VTj6/15uT/nr7yzyjfw5bV0mxiS3fr7D+kbbo321f7/hq4NeH9yTdhpM75Z9Q3p2hZGu3/9eov+3gjhVqvtBr4JNSrthF+GJI0s0vjuHfnCs/RfrXDc2eLlwp//z5do3yVMhrXD266jpcLB/G8+v+EnutF+qbsOyffm8n+5nB23//PmTCejX5fy/76+y/3dAwlG1SyPt989GctV4Ksucz98grB+ELt8kUp1T+CDmWXcvkz9+zg2afwz5+rLDa9b69Q9NtJbkbrv1x/L+i+6rmp7rwYZs3vWHGwX8Gpf78E/m3Wk5l/fUFd80FySm/w/BFjnvll/3wtneWVvo+uu0x+f0/wzLl6/RXDuCteo2UZP/DdNbmfFy31ZQ9sss1k9zBJeXpv8mZjXh2ZGSzFqp/rup8lrHifVnTrrBNl7VmzWVPz187iBQ0v4a3ol+Spxf+GfOvBMZYXI7ccPHJ4bvpOA7z/kiR3XqFr3TlukviEqTlMtLA18Pd3kmG+CbyaTLT9fjpSprT+Hqn//kbG6vFDvKcJ50f9a4imMsvYRd8v77gwnxe3+X6/Dl8RhoM+v42+XybvvdeVoOLP2DyBfR994XzwKg5vu/91f4MJ/1kng52Cz/4Xz7C2qy8VOwn0S/y+/uHt0HtZMCD0TPr2XRdv/wxrNLSqRnxDVEmxjKPFixGJpPr1NHiDOX/DGG9oMr5ELGpRjgjb8/5dqvwX7vlX3Slo20T/wX12jUrUc5g5/+Gb3qoz8N9puV/4a8uL1G5xuN//hnV8vhzU/l/fwVZW9VXc6qE3q4LNXonnWqYQa+EpGS5vP3rfDMCfVa4/doIXxF/CfHuic94t8la/hyfdVzuDGGOH1+/wYT5PKpH8X5D/M/4Ib2u1l/XwTd0n0mHcscx/4KdzdouOtv9TZGy/9d+J80r1+CG3VcMv7+C/wi9JpOTstaZq/+bpv8N7TZuscRbVv+F5/9ZurEK63hxLD+COucJBp4V8axNJrWtXDXM/+evnVVSI/iaV5I/4cJPmw/R2P7168eVZoZPxxl5f6XBDc68P1J373nz4awiy7IL7YYhGv8GHlld9Q+6del+X+Xz1/KuReX/fE59m8JbnP8Nd3WGUlP+X+vJI/WX/XH+L5oxvT/yz4+vEedoQe7P3ryw7vaP9+5M189sHj712TAeMAAAyeQZoAL8B7eC8Pc2T4+sxYufk8EhTeXF78Ny9/X4e2dhuX/6BJVjqzL694JuMtUUeo81uUX/7F8/7ml8EXP8VrfDXd18pYOMsd38Mazk0RVXXjvfBwX/7BfrNJE+pT5BdnD/4L9zF6uXHOZCeWTSDXz19RufvM/BDVfLL/7hqkbWtfYx4l2q66UKz9eqr0Ysf/8GGVi5q9fK8if82rd+CPuXYsvv6nrcck/r6D/JlK58SvzhKKnrMFP+uvw3k4ZcNfw9LTj+CKusvy7p14XpHS7V7fwz3DTnz3Q5o863g18JeOMnyW/D+bNdSZ6+H7jOyBH4XtNFjNJGNyoXgi8fGQ8vodgX+81hPuf8JdUpF5N+GOT+PLB80yJSBX+C+5dfc/01+GJSg7OP/hnjy/fceeZeX/vBbN7fn1Jl/LvDFZNRJEONeSj/DK3H8Obvzlu4fk2f8mX68GGRGQupXU3i8OTuf+CjmMV0xDDWX17w7vcl16+7rOPomy/4T89OWXwhMS1pRXlxQa+Cbz7Ls0ovw3ySHud2i//ubJM19Bjja7vuZEowSGf/m1f89TB9XMGf+W09qX+vFeXnTvWX7/LG+9L4JoZd1yhk3dt30HqSHzv8pz4dkD6NdezCJy+wSZX/C1XJ7y/qS7TaX/4JN7wfhabWlNEzo+A6hJdidDtudHDXhvWsUhdpMq/9a4QhBSPolG5zyZl+vwU7Y/S1yd/+X4rGqfkyX/XDuYd3vCd8FmX4wv75xMMOhaga+Cu7n3N+nkbf8EFsMe5t9zbqYPOfb/56/MMw/OXL9veGu59X/DDEtyvBh4WWhtY9YFpfawy3P43hJ1u93FOOT3rMXISummXHtL/Cnm1l1LqD31jcjH4cw/IruxmdLWR1XBar+CqWP7S8vKKvC3bNtSD30j4ij//z1lLBiX8/+GarqWNCOf9L1G3zfl64X0z5vKEI3yeQNAgeNIjehfBhr3UnLvK8QhyyFEq/rwxjnv5Y9wzMlLz8Gvmw0bl5fWugzPHmjWS5f/z9fMVTJ+96CV39oa9L8n4cl3tY4esl/+HMN+6/w5Cl+FuN93vbMqYWhD4Vf8v9+F5/zDy5U8Z11hJx9kvD/GMdvfd1CO4p0L8v9Xjda5G3dS/tLh8ZE46Tk/56nF7hiXf8v/0CDWkYo98uWBhw+pYsX/4KMyp8nuyc/CXhJ1Nmcvq34ISSbvCfhwtW64bWWnv340q8GFd2se7GPxrR0vgw4zVe6q3d//DU+9fOy3b+W8f7Bn4JJunmL8FF73CrVql+CGb/DL9/gwn/J9o2S+WWt9YbiBYP9UBvGO5pjHX8k/vXgk7axZf98+D4bui/L/7m7v98dNn8L7qSOXh4aF/D9y/8EeHOD/bH7rnQfPi59KW+voMRL15fr51clTB74Jpo/Ni6/BLdXSWUzmrz04wte3aR+X9XwT7vc36y/f4bk/3IdnJzd+2sMcrBmX/6DmFVl141v/l27ty/XuGuT5fvJX5rtfxWSXc//ggysb7VXr8y81V4MKbe9xqkKV6U5//hvckruww5gTfG+S6rw3tnzWYZPJkv9mzMR6nwYbpiurZvMHanC3pb4c0ocWsWc+Zdw5/wTTzGa33fwb9wT6rJz/yrxfDn2q68PRvp5se7j//0OcRh9q/wa+I1tmz/ggt48p8uRC7L7JqYs6zV+CnGfVdtb3L9+eYZ8O3+fRS/9tn7jzTfmgvh69ykoe8WrKm6DRynDkrwzsKK53y9XrwzzdJZ+1C/4IK0ub3vXOIQ9blHQhrlHd/VivBhd3qup5SU+vDnRuvl2cXOi+Gs+WpQxTz8oXjQ0Phfzeb7EiywzxFVhlEhxy/9bzn8NbrVGOkH/f2Hp4l66pknVpNr8wvKFSKQaeF9a1l1Yetp/l/7wW9Unf1+Gt7r5X319hbitRtfr5Qdcq/wRXfip64IYeq38Mvr+C+5yW1VYtoY7zxLcv+ribPflz4u7LLFX/BHXP6/DF25vbXh8flaalP4V4e9rrLlwsP+Cju+2aJy1vgwrCvtV++QpKEib8lzs/wRZcvl+Hbu88/TryD8TzKxl/9/z2HoUfHM38NEv/eCDzczXu++L882Pa/2UhPwaF/t8NFEfevkecGNa8LyrzrT7X3wj49R/S+CHI20QX5NOT/BLd+77GX/3BXbDFub7O3W+Yu5+Np3y6inTer3DltHsi6Og2fz+hFw8V//vlj+SmXLUv1fhrF8oMYq368L9pvVV9lnXIO/PXwh3P63G3uWOHct1j2GXN6nWVMvAh9fNesoPNvwxe3khCeo5Fv04Zcr4d3d5vzUe1xlf/6C1N3w/xsUE91j89wXVFTg189fP0X8blQFjuVjq/d9fG0nXJOvBHWcTs/C/P+7r/DS214L8nrepBYZoJ/37h3y4XQdWTjnHmWASpeuMPxhn0umacj/hruq4VycyxUUyL4fh70+9T+6Nft2f8E+tx1b7b1wr3d3c3UPokfqMPJibL/id5+s/w1StY015B//hzzdj/CZnXvwV6RcYcfnaVSp+DDuOqtOQvqG4n1hz/hfb7vdExOisElOX4wd/dT78v/eGNZ9fGXSjD2F4StmYNPBPyryyCdzPmPxFrayf9WHwYZtHFfLH6avG+n14e3S8mPfL7uRThb58Eo8Z5f/8JRntsor/wYUvvvLR1rP0g9KYbQIm74WvVa16mYXlgj/8FV34l1Jnh+Gq1r52SD89Zf/tZpPdJLl9G/BDFbz4ih/fV5f/sEs3lrGer7j4JqpeHy78g48O2tc1PHVVTH4Zzny+rtkiJN+qfwv22qVaycitwU/56ppo3ZyCbxnNhpi+FPN1sbL98njNWWX+vD0/i2q+J4s/opERkDVpf/Ut9T/BTfd8/rSi/DfKxyqOXDUj+voObuVtfDKa/+rleKjxE/Pn8M92NW2c1/L9/gwx5dKWuvz1O/+DDxnjtrXz5DK+jl9fsJ58mxN3cGvhfl1Xd8Ejlf/z1L46lf/E933f4R0nd63v+Htzdi56/m64fMGsNpNV4V8UY9p1nb1Ilitm4G/y+v5d3rwvysct18P3HaqZ14L745ctvVBhmSg8aX/DWVmkuwLHgxF/xNdOFGn+C3NpYzdPh+FdZpbjyv84ReWsv/pgm05pvfL9YPxeaWtfw7ysNPefPaH5s+Cb45bLKYNfG5cV97c0sxM/jK+X6bby/14Z1IKa/OOq8d/h3D+NHjOUWTmM2NgOoCf0muf/8M9VJmISlXZP/gjuerfGfnqzCVl/19h/SuRj9V7/HGc6d+4Sus3Tv+Fp/odO9S2lOFv++m/3xL/w5p01+fZA/L9c+C+9oM8Z31+WMaT/hrWsvjJw8wmvCHUPZKhu9z/8TnzzuVeGd3ss4lf+usEN3u5Br47ydes+8v+24TtV1lLfDFc0j27Y6/D3GOij+EdSQzvHfNk/K1ySXmnp14I5In/DN+oeu3m0bqWOb8X5BQoupDX8P5Mf8+598o4fdQeuR/8GFvTPj0l2kyX/wv5MK/evj6tD2cPfJG7Hr8PXtO+bDxaVyCnQBu1Nx7/iaRddvd3Xgo7R9c+9wl6jY0v+bLv4yq+jlNFqulaDTw53dbyz/4Z1Xr7ZKnE45fX8Ocvwy5a1w0v82ry/+oK4c0Tpbt3J/F+L8+PzYy/+t+6vy/95b637j54URDcvfm76XqCKb2vV4ZpwVemiQrPX/gv80tVX7w3sPk1KJ5f9+DXw1uswsymMFL/hW97OXvX4wLXeL0X31wvF8I/h5epaj/f14J8uSy5l2/BfrZE/r6cPrU/w1mxyY1dhrLeAi9Z3+nY5/h2miYz6N8V1ssZ0fCbceVb+Crn6jfvNi99sv3Xq2X6/Dk1mFrXfAk3i1+qJfm83rXBBhRMca87eH1D6zXJcpU49Mv+5Ye17vm5N3wwN0Z2D1DKMkC6sLLD/w9ftzpbpvtLff/gkrLZo9+bjS/w3p3Xyi90viaq+dfrvZcJ8dYM19HI/jtzhXcfh2lt0kudyJVH/8vlCeX9/Dutw75Tj6I/0z/MPh+4v8L3hvzouazbuYbl2d+Qv/nhnljWkMd/rU0M5t18N2r2YGfD/k5pdbp/IaWv1ok//hGu81fUn+HK5O3zpR8HK0l8Emb1sa9Qxc+way7O8G5P/+G+N+18bmuH+E5r8v/u+t94c5PnP55mWvvBhmjL5vDmfIzKPx/ZlYdilf/DJXrPOf8KbmDTwRkDKfKf6y/XqCIm7nFfnKt56jZ9R9eS8fq/gi7l7q8uPNHJ4Z7R9cwA7Ia88b4cvX2Dn77v8NXvqX5gv/oNc+asQfpL/AecAAAAzOQZogL8B7eEw9xDkmfwsXLZyXm6Ufbw39L/0praXXthvyPxsakPP9eHObFwmLm6Bf/Pwx2xR3Mf8P+bENmZNe6otHRair/i5NfkarP8Edb2fhvPfB9TLJ683SJ34crl65Vhkhf9e/DXTJahruKWYT8Gnk3r8Emzl7fghndWyvDXnzXyl2K5RL4Vwzof3qqMe//Xhne1FLNZT3/BdkO31Jkvwx5ZOfPW86VA4j/wv3b1Tc47L7zqf+GKV3WL2UzLZNwiaRwyvBFW71+XJLl++rDnNLlw/3/68L477fN1BiyfqyVkedfl/XoOXL3yi3g0F+1dTOGQ1sj8sZcH/iPJc/wal9/PXvwrD1T8ua+Qs05arz4qc3zMkj/C/UPdwdbfljnf/gvvenepG2cl/5f/sMeZd7cr8ljsd1vQW26yed/bINw9P/4LfP07RijfggjzK+bjFPwvp64Z9/X0H4bFTvusVqnrhmnjeyuxj3fBHyS6/C8nfdsw7dvsI5eE3LNrwrG1+R0jblw1LMfmvl/X/y9V+bnUr8O5fu+Vhy3zg1ZA81/w5pn/tyjwSPZudMNnEDbwvtJJJuYzrnmZv3rk57/DnLWvlXliQLfE9N7S/hubyrJHbLWYX9eCGTb4PxWZC7/qv3pr+GbnZHVSvpFDa9uyrf+HLbG9f1Io+TK2HffCtaHMjxXYeU2Y8fZ+HPNBWHXDNT/gkpk1d2X/0wQbvLs/KjUmY8sXBH47KL+Z3Dltfgi1VCOsIv1+Fe5cK27qQbQcpF/Bp4XlDih2mM7WZhRVjJGWsbSbo/BTzbeTeqnOKMfgu7vu8H4JMygN2fcfc//wrUkufNW5tn8w5l/9wx1adTWXrjZCJK+vBb4RP6+Tey/v46m/k2bdN/gw2zMdKK1KWxvpw0pg9upf6XBVzbu+5pbt9u+Zf8TLTvevBdprnzd+Goa6z3VTg804v+GvRK3/objP8Mz59SV3/8OVJ+L+Gl+70a8LQn0R8JsSPnwDF+3/gz8VvytSoIvhbb6T3X8M9//F1h33cvf5f9c/cfjcufkrXL/fh/l8dW96pEzDw5rX/Dtu9ylNo8p4T/LcE+pcfwXXfmY5fha9vjfU5+f/fi+bOeX4Z4cetfzCZv8T5sSnl/1wxJ4hzLLsYbucxf19EJjmP7KtJKX/rH73Jf3kqvDG98+0o+0NO6A/4WxmMf5GqVZOPy/++MH+DNfYXhpcH4yu1sUONq/4armWbps46vH/xy/v4Y3vF9fDlk4IPJD/CUkOe3/YbiByfHyYfKLuE+8Mevd9/nmFyOFtuVYxqX/fG3d3N18+ebrFBJeVL8t+/DMuq/K2F18bDfy/v4LtpdT59+HcOPW+3flSx7oQ3vj56tN/hbvVTFOD5PmKIvv6gnrpVX34WzIrz5qH9Y9W66L/lu7/hqNRELRd+4bt3/C/hvxTUTjPlON8PzlkmROYMfgm6b3NhvBBn4a3uv+H/LwX7tZdtrGZGT0f/iL3tFZ/hX1TS3WBJ/yb5eJoUvKmZtF/hPiuMy2HfL/3hu4r1IZDySQ49jsunW38P7pT++W5SS/6Iv+FMt1lI1VPFttHMLe9/tl9KrsO4hSfDRU6pYIbnXfDcsw7PL+vhiXDD2Z605Z9lC/y/XeFb3rmc4j6Tn/gvlnPrSZ4a/OFiiRl08Oq+CDPNepP58wTymcUd/+/NH4MPPz/y2xz//wz4ysHwy9edT8fZSdyWj+XCy+CfqpkT5cvyZe9/D0h9Udjau1WRke+pH2UvlKOoff2G4CJ9KWf+Lj+n4NPBXW992jmvvxOfOX/wtfaNDpRXnr/4R3k8LuPk6/w9j1PG9p9tQzKTy6Ng9MH3U/gih/Jzm/fn376jS/n4fm1P+H9XnuZdaU+wfzc6CX1/PWbv/9dfiZNM/q3+HMuWl/jliX/fCnNembPubkz8xl/+wnfWX/wU3d7//Ll2X+ksEG97rd398lW3X4b6hx8v8M2T7zXa+584M/DhSoYb7qYPxkSqPafhkiR/dXJFlk8UrhLQP68Nea4uR7+vG33z/NvUTLr59fl9/x+ceNPfHODNtPz/4LM3LDmzy7fb8Na0lCrIybz+epwa3rxNK1zN/C8uWpXlPcWEeCgrp/8tX14Yx7uqaPqU9KmUz+/UKZft7u3y3VvwTdVkjfX4ZvK2uHbJ/L9+4YlyOq/y8u6j33hStwS/4/sjc8fzZ8Est+VvB+cnR3TX9+DZdYVKbq80E9T6/zJf+G5P4o7v//BN5anz4K8ENd9fq34W06pk3XwS/HvXyLfBfx7LP+5TGnsPaOlhjb3Cfzc66ov9VYbpO9ZFMOomL/i/LHaMerfBhxXd+obvn/6+wX7UXqXXNg+UcQh25/BHc/fb8Pbvy5efcxfjIdr8+C3NLHF4pRa3wYZcV2mnyq+Enaz1+Wf8Gnibkwzuro/h3dQ1Qu/Mcy5a/aSMHtTlFzL/z1wgdj/L/7hfzYXPWbZZy7DOAfDEm/ROpkavLNZ+/EY3m7p8Me/gkthm9x84XhW0cjWkHY3v6Webffh692+bdVmEy0nTDSUBMD3j8vr7hPPnbNtfwt5dw9o2R4ttZr/+CDzbqFso8ti1fkBpghYvL974I5eP8/ll/+wxy3ybKlSjJb8I+GYeDbw31VbBBJ51oEbyIpf+1Cl98/u9x1/fNT9w1qb6mEZK7/8NYe9Nt9oOENDiv/wXaXG+PB7+/DV5i5xvKRZNP78E958qvF+FeTyXr0tvPzj3y//QcyddfOJnlWX9dw9VPyxvgkdJ6Vxr+n/wQ10pfgl3vlzrf0E+93CFa/4ZurV79hvCn+X1fxHi9RvE/CuQ9pPHd6+jX61+v39B2Zs7aS49T6lfI1//BHG0H6g08PV1y+++V9W1/8K2RdteXFhJ5t//isdX3X8OXvg+50MP9N+FJsh30tp7PFau11+F9FHKUVrtqoS5PsVm57lE2X/1BP3IbDplv4fhfIHJlL3y+Z7g8RX/DXd181bRp/CW7WZun6gg8Swu/J6/IRDrPDkvxeb1XVefFnJDhM34Ni+v4cnQb5fDK5XmivDe91nC7sr68F20vhHuRU98bm9Z1vd6cz3zQH3l0X7/BZqMNyvisZs24raQrL/9i7rbtvvrPg+TsHOX/vDHE8c+rUuE/byFyFx3St+G9ya2epfH1/+Nwssl399a8n9CHxL6RJlT66w9crNSfjtA17X/E/c8J0fxMeVnUsnPuLr6ZcJ8uDXxJJ0Cd5/v3D0ocmE1IaDpUncS/y+Ake+qb/y/94am3T9eaH5fevBB8+nzr0l+GZJAxK37Xvkyi/+4JdX5vl+rV4i+2kOuDfzWILaevoKxHLd3LtpQ+/sD1z9P6D/PoEfqi6YM9Yv+hA0K3IzFozzLR4Xn8OamY1jksxKHUyMCmTl/T6PWELbN8N598v31/hje73tL75dXBp4JNIv9fn/CY2UY/Nf/PXILwh8V/8E80XhN7G7Rsg/DvbuRZe8bqlkHQ1tzxKHe5CHhJ/zauQj8F9ctU+8suhpLu1Tf8PSL4M65GedqrpzpxnnUzSLnQfxHTcYX/z5SFS+hf9cP3y7+eqYQ58iErdJf8NyJF1R9z7Fi0DkXL/4Iubrl+EeaTZF+WHDvl4a3tKuP7yBNdX5f76BBfWNNnLbji7ZorS+l6jeW1uTb3UPalHl6Q/huURCBr4SpvruvFYRKw+717h/OnvDf2fp6nfemmmzYLl1eGN781s/kFg1f+5f78L4v42xzpCTnJ1/XuCiXv4rfLX43pPGFfPnzMW1cTel8v/tipr27u9/YUyL3P0rfjPcqxXvl7fy1ubPgl2562cx/yy+v2P8Typw36qnrhzc2a8POj/gsy/b3Vnt+HdZfnzz6vHBIyn74uJSBUGvhyq/heev/BHmxtN0owT3xO7+018EFSQ933dYZ7H+X/6Deb64d3z8I8JX/j9zy3t+UXO2X1XoFXUv21kwMvYqbfqF5s1UOBo+dNJT//jvD8iO/ZT/XL8Eeam34MO7tSLkPxvzBUyFsfgr0lljZlw37xfhLPnJJSiSL9a4Y4Ovkceea8NMklkBs/C3JK7vX+5m68TISpJF/g1L/V4amzrCV4ZIkcSLLMm/Nd+X/7fPyl/hi5fn9QxGsNpnsv5f9aC+6m08c28O7ZW/8Vvcv7/D29du7zl6w7JDV789Q9elt1P5f/UEF7Kq8Rzi+ZDONDw1fCc+e1Mn8K42t96vUqKcLv/w1du6zB2NWEBGKo0kv+vCfPer/hPN+dv8M72l8o6HL1BR3l/fwR5/xvwT8fX1rMZf+uDPz9v0UJvz56mKsrOi/l+vxGb35sXkJyrl536vSefwmW45Gc+fwRUi7b2Mv2/hqsnKPQIfj9wiPAeUAAAA0pQZpAL8B6+g1hXgt4W91r1+esykyyWs/4L+7vPlx/DPddfQY1eI9f82yDv5fX8bz8eq3b1DL5CJtcUKLn056Y4Ols0z8J9WM/8v/WG76rjnf/fcuE8EHNRhEPkiWU7nN8GONpZPFfRf+9a/PXx6/6QNvD2nL32smc9wnyLakeGdl/w/d8lV8m4v22T/wQymTbKv34jz8EmnEMl/8v3dSDtm+T/P/y5v/P7bjBd/+FryL031/mKmv+E5umUvdb/CmiWf5PVzLY1vc124rFfe8v+uevlHyOMZaC/gq2q6b3u1eC2Z9bu/sv/WJmUa3dfwR0grhH78N5sHpWuAmeUh8z5CEoXil99cOXfi/Dtx5rYJA18MSsa6pqc2YyTdJJo2rw1vO2LDc1f/wWccWMsV8mffjaRav3a8/dtZBpfPpjZV8i3xuOr69Xdb7yxknj8H/X2Cuq1Gqbd3fm32oJrr196xfkyyfl9d8Xe7vdongk03wX4fvlO8If+OzYockh/wa+S7/wv3LjT8XXMXDC4JjSTQs/WD8fXVQ+ZXvPnwzSZPshO/IHnCf/C+defy0j5NU6Tmrwj95/C1j/vNYm4af/QVj62a1rHaWHuAQbJ08Pbp/y/T+FcPNpviiNDfF5vh1tzEf6gmvOTpvsPnrCHzxJu1sNxSu2PwxJne9rfq/+L0r2ny+3XQKsaVfHsJd3wz8N4T6fZRfnGPOVmJrXeHdY0sdX+O+1lhPBTQlXl/q8N7v9hqamf+Fe1j6zkZX7hi5Ezv0cvcPpPP8GfheVkIcZYeDtM8h37KVgEbd7/hHrwqQ70p4qt2Hw+uU8bYPuKfEZ4/EUnxe5WXRfVT9QT7y9TfIvsBHfgg5bG/X0lV+Xi3j+n/D/T5HQt4ifD3SL3OWph46pVyJle4+R6ac74i9d436X/rDnhBaMs939eP1q74v14Wlb9N1981fhmG/fVFhmLr/4JdarUjXZf+rCtrnbw/qkH1kmRb4bu618Prf7Df4IPL21JuanqE+rP/L+94S3c2Z/Bp5/d3NNteHTt/BRywn77Zf+8GGtRle6mDWNpPy++uCPhX7cy/V+evyPMD5+CTPtZa1xvP5oW+XHKu7vFVI8P/hzNSuFPjXFskZg8vDs2/J5N5yhrn9L/nqOIn/+CGb91eF8jyM5Gt6/D88v+GvCzSMLYdk16lhOGZxyd/Y3mwmc1h6mb97GPKH6K0vkZvhG0XAhql5LSHzUV/wx5Yn31nLlcoFD68N2Rqk9UuGO1/+CSTE+UGnknOn/8sdZX09cFfly68zNYeX/SwRxRj9D5yLk/F+XdTU+FdIvf+Ty+UIWzXA14I/P5fhWpM0xmx18x+YdTl/fwzu2qhpa+Bf/gk5fb93n3L/fgi4hy5+G82a/IInti3wzq9TTzj//iNt92vwUb3h3QfOX4f0xPPL7TmFmFlFL83/4WlUU6ai/6GFtN6vhiWYwZ+rheL7uGPf7hzzdR7nT//BXzU6pvfufq5+bLT+CfVLOll3L8EHUOLXAnapt19kl5RcDc7o0joBCWhfCfz1JG/4Tz7rui/f/4KaRdf8jV0UYfCcc9F5f/DU0CR18g6PtDF/G133Mbu9+6xz2haMaRvCte5+VAuo//wvzZrVcthoQxPy/3qCa3uT/dl/1cLx73vblZacKKZ3/L9/gjk/wQZ+Gs56frTjcW3BI812X/bwzO/vLfGIEMTnrUl/NreX99QXy08o+sXX0oJNJmi/1LhGq+5Y5oor28PVGeDpU4u0pMl3+zLR2zNKf/BB2R/bNPe59rqpL/4X5cnzay9In/4vny2SK8v/WGsv3Ib7H/+rZffXBFWngsvr6go1Zc/srwQXxqky+rG7Yeioe7rl9e8E3FKQ2f51F/6sEF7+G/ea2aM1X1IVMZfBsX/fDeX6jHRf14ML35uTr8M5f/DWeM3WNHj/l9fwrV+3MX5XpWR2lQItpS9cO3fLmfD6NYNao1Hu5RpJ8czAdZ20HfHQ5o8vb3Jn3vYMMKtQ763tyJHXW8HQNy3/DWc4+qkRr8f/D1X3Y3k6rX4xXyeFvOu1yNU1zDhf/w9aUojqne5aW3CRyOt25daf+Cm7n/Zrd16RS/9Y3thqg+fm5sMS6+HJZWa8dvHGZf+tYvwYXr5dusvOGeRivxJMnqM/gzXU4XLUidy/X43//L5s+Hs24cXyfXLi+N0eGnoHE/gk1VLvwrTeVd6n018Pz3fy//Sy/BH2yNhfh6lO7vSPpijupVO4c2C187hvXqFLGR0/XPJ/LkNfhaP1XVveKm9fJ4m95kSL+GfDfS7HCNCF/1ML7Dmp6ysZ3SdL/wX33xhohd/RQyM0uT+N5ZcP5OL8kOaQSoJa8P3Jwa+C/c0bbJmpsKDjmeUPBv38LZ4Bumvufr6Tt7xz8td/qx+C/w35d6+s/RfDe74u5n/8E8+tsuxS/YdxvPibdB1ZkvTt+cSK4BOA/zjN4f/w1m76+GY/+Cau60rqL610CqOd2+r7uzL9/hnhqqlQl6+0cWe/wU58zoEr1Ps9+HL3N5cNu4j/4fzGXs8tnmzxcZ7MLyF2fw/pSA3Lut1apH//PWqR0VD/gl3PSang/C08Zc5tDdMUO+0Fsfwa+CXyc3/q8N5NaZsNGp/dgOHJU9eFZ8jeWJsG7snT8fDrmX+/BP5Nkq+5+C3bef/X4KMmfGe2Mv/dE5uba6sbSa3D+S2Zz+7r8wuV4y+fl/+xeb7z/8OW9PpJmfMt/y3P7/DWTt6+QPq9eev2yFi7Ar6xEuO77Y5K+ev48UFu/PUDboh4pzR54H5Br69rrBDwyocyDPwSeEl6IPwQ1X1fgut5Mzy5fh2q40y++6/Ny1/h3d3P+pWPYkFBjv/wU7Uc8d773vvhl+r8NbeT5Bxc8mhb/Rd3y/+ocwgNAbHOf8T298O2bRc7o/Za6/SKeaa+Etaly8ngh1pOy/X5/QzJr5R1IafN4j8/UPy4n/y/9Z6+UO5amO/BfffP6+VFoRrBoX/7P+fmRTz+G44uz3OG7Nv/l5yK/NPd/w1Ju2pvT/L/7gwll+Ea0tWUOKR4bO1/4JLmLv1+GpMJHgwEDfvefQL/8Kxvvq+zgS3m//w5zbjsiMh+/SycF0+PtjtPB+G7X+WaqsDf/Bbqf6FUdo6TwU1qOch7pKefOX4Zu+vgj+Z+fy/f4Z7t9HtN44QJfL+vgv3ue+oQM4/sK/Bp4qyJnu9/YMMb+H6h3vSJ2eo6o6EgxYKP4e5ru+1puHsz/wtjXsy5+gIfVM/cZ/8Tx7Rpby1+HJP2FwZDGk3P+CfWXU75fgvpZ3vepAlm7/8MedqS/F+bZUfwvrXc+qpJyJ/8tvpy/90G7m584PllevC8i/qRs9jryk+nDi3NfYLuZluZji/CvNPu7hkZFOtOShy5j4bl0MHvqat+9Zv+C3VZ9Xg/NbI/+G+OJOv4et//DXdvMMN0f8GnhqX+/57kQy+v4TnvdUr/Dl7pL/DcsT4ILyOmz7zElRHgQv/r7BHxPF78NaTuvKmPGPXgh1r359fKD3BMx/+bm6/DOtV8aavD3+GOL3b1+yAwwv/H73mypSvf4KcV78/VYPw/Mbd8vP9w5VtrCPc8cJdy/wnTed8/5fLrwS5793b8E2r3LF/C/P783yB8G3gwntvS16NTm/Tmv/DWOMu6wg7lf8v16gmmmlfy5Zv1BBCrVOvLzKPepyyDtChRpv/gjvtNZf6XBfSlzu6/Di3TsEmX/vLuZjRfX8F01dFOuI/g37hm9tV89t/z18Nr7v/BdqQMqRQyfzBeGvLJj6uRRy/74KY/TrjfftVhoNS+v4INzMc/6xivrGs/CXV2G5Z2lPhWfufPc/WW6vjYcne74KOJ/y2VMv6+Fbt6b/Q/ORVw/LosL4++15N1/BfesnjC/amm4KnRM3y/r4awsVnc7BM1va1MgLCPzK66y8O6Vn04KRqQ3pP4qbNK1EVwF5KipjvmFfh7t1XyJJN1a4CP1tmk/Dc4ilz/4Is7ysy5+CjkbMOPTg/BftPP9Sy55mh8vrXhfn9vX7hD8cwTImtH8Eete/BB4aZzDmL+T3fDEsRd/v5641ONHPrwYb3jDJ+Xzba/Dfc96+lPSDTzZf/Fb3Lmeqsvv9gwpJPe4VWWXIEEN2H/w1sY8v1MO0nwUtkIe+sTP/EP0vcFGpv7me78MX3q9XXlH7LgQek7/lmx5c+G/HqdCPxjIzhB6Ngb/DVYce2PkWKQzB74JLS8v1w/CuneK/XDVHyEoz9zPz1GCLu//hqqflZR6WcXHRT15KfBHm+2vsLbz92LnY/DIJFv/hbLl9p+8M9Z/ylEWZHwaF+snDRMObRzHzUMszYbS9fwqSX/Em61ff613vdeEyrSyb/DWtVD9m+fSTXXhm96w9a//8Ky5Ny97dx8qXDqWai/puoVvpQ76e4qQyaWf99YIrkuU7hvfPX+Ane9BHjl/1wrqoVxhfZvKCF47RXSzrU/C1oY5AsvViA9IAAAMSEGaYC/AenhwNS5ORWZZ2H/+CPcMunsfhgl5cKTXzgIHX4evz9teC4uyNeH8kbMv/eCTzZEy+K6rWZrL794W4y0T586Nxc0++v/lyb/DPjnL7lcHrfwfwx49Js9T+G75XT/4bz6+vtzGjqfhvNmoaXkf+X3Xc1puq8FGfb1lDTfi56er/x/P1x2VvyTQ07MGnkyttfBLenM38vxXRD0qy/4Vuudo/GbHhQ/Sv/l9f38N+XnsVmWa/4IuHnUbCX/1BPJmW22X5Zf61rwxohmrqvuULgl8/G/XhWdmsp/ik2uP3U4frwR2w9ycqfq355xXImYs9Csw2svv+GdT5qW9f/i75pVSg28EWG/EzzPwYdyS3Wqjsr0vl/31r8R4ufPv6BVd557hvz1rnHwtvLkv18CTW/r/cK/h6+cm0u8y+o0WehaX8v/0bL314WyFjZh+iZ2v+hC8HpiBi23DK1H8N+bO/qQmZ7H/FdJJ3/hyRW5tryUZosiVJX/BFzRdvw5yyr4dXkf+CHd834KOanlzsv63nrOiefl9fwSzxZe/PNv3BF20+g08L208w9LI9rw2t1/wvpT3Ky+s26/8X5veOLL6+oflve+93dXzX9dOFb3kwXvMqfcsvrXC2O9h3If9dMbTP/PUo2Qsx/78M83XD5AcHIqn/Bhmkt1D32vgxD3VWP8wW+GYceZl2kYCT31P2WaPzC7N8v69AuvpOM96/Fd1TS/hWsRoru84vjJcdxP8NV3WGIv7aOQ9C8Vj+GMqCb8v79wWSeGl5MfBB03q+5kWts3/y/X4rkREyVQZz8XheGXK5V3/E0Qnwxy/4NfGy479wy9HFeesZkVrBpAJvd0bS++sMy9/zZLN4zBf8OavX8tZX/DGE3uO/9fO+9OvDkN6U1rF8xehCql/vwQdVPfjlHHYXKlHNoZY409WmsfDdJP6MRr79f19hvqI+L5XtSRl/9wv82cvXjOvrwR4U5cqX4JvI2RzXh+DDy7EueWHRw7NooVN1V4KYr96c+8vwtP+1N9fKjz78L8z9k9WjA4if/wzZQ5ReI+ET1116Jgz8E+9qpVuW9bDdyQa1/kjkf8EnMySR2/BHx5Viwq8OT6sO+ilU4anQstgh2PVZf+8LctLFOSMlF/rE+L4e3nnebW5maRv/DvU/CPm5t8/7XwtWpn6T18+wmjhSX+v/Dd31GUlpXhidv/wRVXy3rh+I/Np6s35/20c09b/gg8JPgEMoz4qu3dlo/co22cvp/ghnt/wq8Ee9W/DF9vjTGXjnf8Jalz1nfwzGJdTfr4buQ+DTw5MuYzrNGVLbgX3Pv64b9w9zP3ljPUvf8pcuePBN7z4MLp9mLy+0pdH9Pa9ZfL96VgpvfNyfLb6T9Ti/DO768Z39eCaaV3zUwfgju/lXgux7sI8N9qL+r7rjq/ND2Vfl+vwt4Z+e/FjeumGHXf+G+b10hjX+X+2lDdvLlx5ZkWQteFd6Gskq/D7tf8Pbst0lG6O93l9pU1Yzl88rnCd2p/Bn5oIvpbj/wRVx7bfk6uvDs2ah+kT4x8zdoci+PZkIZQ8trv8Pd3vK2G/NxRbOGar73wU58XXSyY/m/BhtmflhSyhu2vr964INO9yfuf/h+PaSvDXlYXKNjbo+X+/BBJv4zlyKMvTb1/4YzL8YNnjYcustBP/PXScgXYcM87gqvXq8/XzUnqVH8+L/CdxP68GES8341J5VKLzrECSXs7R32Fofe+m2HFPfgRvsPv+DPzePL8J8l1qn8V0l5N+FsV67wi0wh9f5f/oM8m1+U8QTc+X/nwzidPKjXnvhuaH1j/heSZspNkjr+GEoDaC14a5/77r2vy+dvwry1mzMT1q9EOl/y7nb/PUYK3zzKTIDpEEvr+rGX/6Nn14vheUS0xhlsFKm0oQlq+qMPRHG76wrP/uRbiyJZn/r6C2X6e/flieLhz4Z0l4Q63Yyv/L/fQJK7sfQId2jFItclwZrr/DNM1jOH+CG00/nx/5KdXL794JK6+ovv+IzfG8tp7euF7tKum/soLj6/8EWMy7nFb8LZzJHq7G859TCbNXhO+7U//BHbWRuNXhi772jElzyDF4fr1BbVc+fL8FfI57Vs2/F9gk5c5fnr5R3DC+7+CPuyxK8F+7j3Jw9U1+aM8q/RNQaecqm9frzZ9/iLkI3zx/P6bpzJ/8F0fbPz5uPgmyby9bw/CXPpyeY0WEv+tCa4e3eX1/D/SV7yW5Ru1H93n//H+RdJ+fz+i/14/N5vvMhlZfv8bG6ud7qF291libcQlGirPVen9gg867ZV6m/5fqSM/CPF8qjmqcv61gnvhnldWfh8s2YlvvDu7m+poje3+9SdzrWc+8vJUGq9whLuWyYwjcvPv+G6mYLmodpvap/8N2smr+H/38Rfd7X4JOfnhlRfdbcEs/l3IX7xvxuPcOsq2cMsszb7TTvtDMxgeVMiEbeSf3C818rSy2/h6ciwF/CvHN9ouahlk6f9+ocuPr2/MVl/w3t/1sqNt8f+be/w5WR9Rqd2g5n8v/uCTxuzF+CCK+Q/WL6pbUobp//8K9N6bSwfmfGyp+DC7h3Y8uT4PKv65xaFwbeHJf7jhGbU+GXL+G5uTCouD9yDk6f0DCtrfL3JQvLL9eCCdU7EondqXr6eDDnK0oZiz03v+C/J/K3V8CX3rkEmlP4Vqu5xvUzTyVg19fhete5X5p9fCV4KpNHSRol4Y7uq1YfIfKJvNfDXN+b5wmzwF/BDP/L8ElWm7KL/Xgi6RM2C8MXfNDt9N47D9+L5Olf4IZM/LL9fhmT/X5+H1rMGpf9LBJnjsGX9bw1kzUIM9P/8/KPeuL/z193nDqL/Xr1eCOnT9+HK1mOdCDDh698mv8MVtUr4Ofr/wScrX1+C+T+M91NMbk5LSS/BJ53xfvn7fw1dwy9qWmQ/4N/DfPNV8PO61xcuR/EXzv3f4IdXu/D+5M13x7kWRfNPM9PrG73VOaglzlSHNRczfK9kPg068MeF67SzqjjnMFf+Xn9eCPpEyO/H73JpZavfe+Ca6/m8T8X4Z2d1Ry+OFkmmdDfXuEfgg5/vfSe0kxmb+Ohybn4mZs8ulL14V2pl8nquQs//EcE+/c7X1Qaeevzvkc/D+rYjnPefIvZCPTjyee/Xic+br/DfdX+hDjqtP/BJfe34LdzZu/Fl/6yZ2/yUrlz4L8V51+q1KI/WuIt7y8Z9qr0x/u74eqcV/nrWWv/Dlz5rn8wX/8LbhvxNVqFmP+hvYsQfn3nkuooM34m761g28knkHjAT5ss5/89fzccX4Wz68vNr5p1rS/fh3y6vXd8vtnF54/FV033+C/P97rhXJEl5grL/3uanXgo6ppT5g/BhGe/y+L+HOb31h3qX3mx7/fSmQkD/wX7buTfWV8jTB83qh/DkPNk+7/UvmCoRE/gqn/pXTfrL76qGbz57Ubf38vur4IeFcQ0kcL8EGOb6tF2bpVw1Psev/wR8/sg18O52sne2OUwxnX19iCfhiSTB5efinV46UnRwR+P4Lj/3HfXV+WaSWi/+v4IplzMbV56lfeXIfZGv+pRfgwlwzWr4adpZIPvOpckWVn56zWH9kagb9lRyA/DHOx54MQxjL//ha+/LKUZI5//BFxH8K8E3kx9+GvUIZfqvPPr2xJci9B74NPITUa/L/1YKN33Il6p7+usFt4+rvn/L8NYyrVWGfJ4/8Vl3W/4X1dZMuKnXJ7RdzB6X3/DHLSr7F3WtxYgV+FZc4zY+vmeEmEhwnqV+XLTvrBHnw+dV4IOXKpwx/X5fZmr+1xKTL9fhbTvkfKLcZbf/ufu7X8Em8eZRZff8E9KvUmYn7lXvBt5edR+Frd11fKSA+U/8v7rh3LZcXbfd8uV+NnfOX1fw1EcT19t56fBBeG/O2q2ZFdXD1uTlxF/FYSoei/3ov/eCPLKsYIv5OWCG1SVz8TvOKStS/hix63NX3H4TvNSC+HN6rPWG7Z/L9fk0mv3Z7/lz5y/66sfj73kzlw+ci3w5XGZxWctSoSSqUU+I6ZWeatb4KtXXUJdQ27wnUmm18pyqQLQu3PwZ+YhgKEPpf4MO5uTOvx7uvJakn+Gibu320uycpfcnyRv/2u8hc3V+Spre/gwztqmE79c4xHKcpfe+Gb4wxUPLl//4VulTvJ3XzJvH637iMu4wt2fPhG88cZdn4DygAADVdBmoAvwHn4cDU3vrP5/68OYulX5da/ojfgjLLJt2arwRcZaPwS9QW8lw1TX9fgn8Z6i7Hiy+vuH/WbMzcNfXnyKpVhrl/GNQ5jcNeLpSvmzcvh/yyXVqZldMPzUPaG9R8N3yPX/DS1vwrzixxbNAZ7txgiX8Gq+j1hm1OY1reH/gk3vB+EvDZ0uf/FXf4yy+G8mV6hncVcIHjj/w1pli9sp4hG8wj/8FU/XWb675fumMwjbL+/hXl1O5yT8d/autmtrwYXe55dfHJnUs9+G666+NlfvXqHIr3y3jBQf8bWTO76bjq/y/I9Cvm9H8FGkbNX44l+/wzOy+u2ZK8r/wvNr3Ju9YaXT/wa+CfMSrJUhHl+Ga5l9fBA+PhdF+S8N214a2i7Kw1ILw6otF8EOZAnu/BH4h8vwtvdtdXl2QSSK3r7BflQXWRl478oZGJX8EWX+vwtd3vmYSKoT5f79w5wXofLw3Ej1Yw1fHL6/hfaScZWu3KL/wi79r4dthv382qv37ulrwT93Xajj4WvlI6rrjxZX/w3x25G33ZtpfDedd9ZFzZ0zSePfDlKXK/n5qA2L/1gv5ol1ZPXhPw0oy6SDdfwS1oI+q8vy3vXn988SGjiVL5Lsu/kD+X5V954wo8pqkEjvfzHzPdiSX9rwTblz67XZl/qrC1qHqt244v0JOTLe9H/wU4ccsZxVfJJoztv+F+GqdH9fh9f+7/z1jnrzhSnXMXXhLqnudq8McbWuVqxr4YXC9eCKpuvDHw7m0YXaxLpNl/K5SpimayDozf8GnhzJ5cm/wlaLsv/WCfz6tHJffhm9YupFczzJfRf/cGHl7mpXpa4a00pWfy++uC7P3tS/YfD14Vc4161LlwWs+t/8M9tOofbf//gw3a0oUHoJQvoDOoHEW8OrTvvC1K73WpJfWV6+b4yZfv1Dk1epfLWIRKmbOv4b5l3l/BDslf1w/DMh1dmb+UwqkeDZ/8ZlvUnTTOwK46v0n+HvbtKN1y7/34y9qw//XeCW98X2PwXXtV1i/DV72Mf3yVYiVan8sYx8Gfq35ubk/w9N6t3Xz9fIFzBmPWPhm6eVThs2P/f0CKTPl+CrJ7vvVu4+C+2S87Y5c1PXAQtXF//DUt7XsZmrv/w/Sz8i/mJmbdePlN5YmmiMnUD+DDkXpZiihhLsf/4MMap60XfeyB3+Hck5pMkiseT5HWsOGr7dAvUdWX/3DF32yfl/De7v8EF3uQfXjN3r/aqQrL+14L874PfXVap5fjOuCH4sfDLkMDnguvo8uDJWQXoH/4apjunynmmxBV/wQcuZZfJ8dw7bizOOnO74JNqsX4f7ly9yS7S+sPOZNeoS1WEfXuDTxUvaGqTWvL/04Yrvc2a/IDTA214Ja3cn8jfhi99V9+cbJ/4avusMW4x/8El94Ke+FsZZKWOfMiX+S9wj/4S5vJfl/9wQ3d9ZfdVwrkz1XKq69r73ctSF/4KJCO+7cH4JMzNNvzds2fDfIfDmhZj88/+I4R/6aUXf5M0ptvpz1lczd//C/h/I/dpjw4Vulhw//C1uzyf1S8f/4NPPcfTDiTh/Dd11y1Ov994f5rit8rDeZmDzB842cS69QV8kMS61fq8137/Bdd82uT7Mvr6YYjXopdprbHXQEF8/14X8ttZMM1dS7jQYUbT/DM/9fXhpb+X/6BPLl+FeXhl/+h15fNr92jaHISX8MR2l9d1P3v8v/WLz7faTv3DWG/DFOJfjI7N/BXZ6qVxbvf34JPJLsv7XjcvO9y77nN1fd6RPhO8uznURNct8K5Zn2VTJa1emRom0VjR/yxztwYwaPfDNwnHtOTaov42Vq0S8TuGtG7jne/sEE8Zy99snpSoUMpdzmJIFY/gqzfTf3b7L+r4e3utapZBZNhh3X/Ct3q/G/r84NZJB+yn4JtXtk5vGwfnxfDF73qHD5eCOWKxntvzeT/C8/zLVVOLNs6r5f9LC1G8yf18JtMq8b/w1utd0Z6/+HJvOF3X5fjhTBqX/vCWbaz7rwvNtebK+MNPSX4I7vt+Gb3xfHhRoUtjtK/BhHGXyfr/U5pHLK+F+X+fuI9kSX/8FU43TeTy8+f34rz5usv/WFpr7u5falFD6T//D0lp5cx/9bmRLSU44bJU/+Ciz+SelF+Gs87r/GuteO34/Pm93+HO7ffCHtu4E/4Je7Un/Mv/uCTNHcfDcrXfKeupA4888v9+FeX3FexSt/9d1Bt4fkwm34vVmsUMRLmy+Y0Olb97tfvjPfwj3etS//wxySusmL7mugXwtn+aPyyDwS+OnzjT1/D0xxqlHO+7u/SLv8M/D+RfGC8v/Pr5A41Lkv++Cq78paRq2tn5+Xjy/+HOq/fnHYbWPPwv5cuuDPWO8yG8WBGX6+gS7t6178MZ/43vcpjTN1ZbShU6yqb+DDafDvRmX+hYbdlL+7qG9JVwuEm2e//hykmRDqQXDna/9fvhl7Bn5DS5f4LT7vWYvrL93Jh7Jzfl95vnxJIsxrFI8Z1iiS8FGR6Uqv35+pSmH0WL68El7tsfgvj2X2q/HLlMdmnZ/hLUqn5cXglrpvTdj8GFZJa1w+kcvM/4a8nX6pZi/wrNr836OLKLK0V2jptC194f3auN98sYXoF5xIAo/UX/C3Ju49fHEnw8pMNw3ECXCX83loi+/56vLY1P/+H+7j6+Lspe5RI8Oe/+Jkl8koNC/b6j83vZXdLvSw95flxaqqufMnqWpu52XhnVuupt/4ath7JQZJtNEPJf/BDqeG+X4d1qTbz6MxFH1+EXz/8F2rS8uHU33hzTtKHKUYz/+CjK62qXgy+CnU0Obdh/dz8VrF6yKPnrhxJ34dqJ7+nwrpX3JVfhuS7/itu73LsvvrhWoZfvdrj/Jv9a4JbuOrb1BRq0jl/7wYV3d9bh7PX+lG0rZtN33k69wkv1e7na9ZIuZC018FtXw2U1yk0Gvghkz4fhibrmx9bm/9eblpXjdMy++aZ89THdVy38vvqrn/3+F5o3D5TUvupFwyvu1/6DM8kuvyTbMHmZW+HK14c6waief+F7uX2eXt+ibab+G+Rtdsl/8MY3K/F8rns9PeOB3eCoLq8mf8vv+Cm56/L8scvw73fafmgw8ce9BM8/FY+vd/4vPa+xl4NV1gi3vGHwQW6pz57z4vzlRnmL/BDx72+X/XDfhooQh8OrP14MM9yfGXys4jTWTW1zp+X/XD2Us/u9z9r1/w5Znw1yxsXPZU/689fmGQ/b02cWN/DVK9fyrS6a8bfRPm7hv35PX0zBQmpHd/PUsE/cf/8VPcuTjTGYU35+YDsXQpdDcE8NwlDivwTZadQ9ycX4Yw7ReSy195ImCD8EOaL86DXwTY6y+X5mX+vDNPDiymQ5cWictH/wrp6aWeTeUzbEMCL+/Z+EFn+H+q7u9ucX03Objl9/oFl0lG3sj295T75fhPZWOOsfL614Jc33Dej5fh/5Yy7VV5Zh8MpNzk8PWomvsbG2LCPXSu925cU3xFetQvs0Pl021fhzUjdYatGf+CaZpcQrVr780zL/wUYYydv31+Npv1rqR69fOpE3hyPdfgo3u5u/h+G55dTCMZ9/8O1yYaP3evlZtkcDZe4Jp5U9y+5x8Fnd1J+9orfggqkvKdep4s6+sw+MjP8to0f8EdcMtDfh/N+SXWkp5zFG/vehOTG+r/hPx5o4a4fCube6fCXTT/l+6pw/5c3LhO+9TOHVDd+/kDVGe/hqXbQauzL8hYtWDrJS/+oLt9rjysJf+8+XhCy/8M3puv5g+U9Px9rSudDu/8LbbU19fNbzbTxL56+mUVabTJZhF9/w3rT3fkCQ01wal/vxulMS1emUv27r8d3epRfX8FXjqwmUv5cgE34W8s/HaHOqfyhZ//Dl59VfKbxt3+G+bXUp6Nkr+vNz/L/fggtpKHl+94qbM6Vf14neRPd5f+8E2lTllsfgn9THJG8L8E2zXFbXvwRWbQnnK/DmmuL+Gf68ENzn+KDXxu9ubT3vuGNNPll716jlmX01dwzJ+vj2+ESaL+quCCdyV481yT2j6hyLQcuHYel+X/rDE/+kkuowj+vBHGKe7GX6/DWbG55x+BF/fH61xu6U2fcdsqbew/wIG/t1Lv4ezPeXbTWt9Q9ZPDLi//C9vTGffX5Btjj818OUwQ7R2pRsm+fGzI3hZ4svDe61/HZ7Efw3D9KfjfDkv9W8/rwxPUXyeOt2v7j7p+G5/1yQIi/8MXfzx5TWVFDTzN/z10j78GnUvh69ZttTaXYV+3bIL/9a/Jhm3h/56/DScTfwSZ9S8Pwrfe92/MtDE69jfhbmwnJm2VFBlFgyv5sF//Dtymc72ftVX1w0li0/jt3dK/n/wjTGZXfPm4n/hipRWEx76VcOokz/4S0iL6V8v7+CPaXVPvBJqTy5+f388IanXA18K+bNU1DLu7YSr9F/9a8NS+9vqQXIjZR+CW1qp5Z0rwrMundtPX0NjNDcbNrXBhhSr586kDY3Nf/XhvPnmfHx2vTj/kmll+X/XJTe/wzqH42n++N98nnrDmq/4DygAAAMqEGaoC/Aey9xYeffd/hwuTuo0z5PL/hfwn0Yf/uPlWaMOE389fd3Ucv9ZWX3/BN4fjl5Zffrl+DDqeR1+o50dZ1P/BdxliW6rI4ryd3+CXuljfbD69+CSYuZBLjK8dwgeT3epcGnm8t/DXm6o2cJnPIfX3ET/hfdse9JtXOmEe+tDxIri9mE/nxfyrpT+CGbr6/Vq8+KX1hpb+2g14MvrDHcuVq4PM9zH/+GMxacpdO58pQw6UGR/BdN/NK7fjbubfN2tXLrtYc8b81nNvCUv9ZYSytstVl/pcO9snd3y7r75fSMp+bQ3sv79gkz97c/Vz8t26y+/4iJf7Im4NfDVZ5pLw+t/EYGFFif+CGnT4fhLP7mjvW+E7vcNbl/4IOpjt5edmbrohrv+E91aq1I9cP0lzLwkmetOvCYmeI1iDIFHI/l9+sOak+kH+Grd68GEn7lwresqccX0X3/BDJ/l+CHDz26/Pi+lDKKVOVrzXeVn4nzfZPXeWeUng08VTntyLZLb+HJtDw8GPe78lw7dVl/7w5LsrFeN06kh37h/UjMyZ1qkflD8w+UPfDObdcNbZ/+uX4zK3vblljZlyn8M7cL7HlU9/5fp/BLduO57t38Pha99pU1Tl//itZGvpve+FYHdKzz5JwHUY3T4/94e68PcbZdIv8n6/jVG3L+vh7zY9ubrXD8f4I/Dlcv1fiNu7TUkV4eji/PlVk27sCXU1vkHYeX0QgaeHJ47rJKWP/DfLtweXPEoNjmhj4evgg4Ykh+bWfP6+vb/PgwzstLsMOMFIZdn4YpvV3Kh1/eaceKYjXgk1j3iN+F+0KzMWlXwnc6nuGr8vh3j1TTnNhoMj7+/I8/aIXTv7DFPfD3vD81ZV5f/UE/mzTFHplL/r/gm3VVXcfDd78pRVVf/hzw/lPOFbdPP/hnpJuPDXdaZc+L4amucVdpQa5V/M+8v/2GuqrhowNYr/8Tn+7tfgwmKOUN4T5fluGkUS0z8v7+CLyQd+eo/c/4M/DmPEx14SthCLmf5Lzs/gj06ewl/VXLw7lp+Xzt+H+5muesbllKJGF0w9IU1KgMW+CXhVMrLSeUbL9fjarnf7m/EGFcNoeKXZT/wR1kkWUF+CGPL/vwz3LFY1yf/wU05J0ksuJHvi/Gxnn/tRKXhHXPqZ9eV34IvtBwp0P4d4JLYPqd+8ux82boP+vBdvTfNusv9eHvG2XjtPDel1B4e+D9yfDq/v8NxmaiuajXmdzZ/l9/V6aqDTwRb2UVeGNKeFUiW4/K8wP+DDETEfem74foeir7DvD7tG6ud206LlDc5fNyCnfgk480T34MO70msJ8M3vHCXRf98N31g+cPOPiNPwvJLy4bdfTDSn19/C+b/PFfzYZPl9VLcK5kot75Q3b/qDjMQ2l+Nh43l4jd5/5f+ssu/69+HvHfD1vFvOSXw5LB/L/qmrn4XmFCfmht/ILDVIvh/qmzN5hGP5LCNUz3VpZCfwtetcVfDEtVoObgz8Ek3T2Mv/aggzfXc+P1jsSUa/b3x17vIvR3V/gg0ZY97up8v0oT/D4dnzmxdV/DPo70N0GDsP4by+7n8mNSnZf9cMbk7dfco5/Gno13wTZs81PfgovCG0tTbua+xXm8eo8/Jx+W6Ev3+FsN/vzV6Gb9lhJwoPMSTSVHFWJ/DNV1/Ogh4pE8XxqV1Lv8EddrX4ejfT0eW/KKw/HpKpdxl6NB/+G7P8XAJX7+P+DPwRR2n4vwSZP4ZfSV3D16vGFfKlstz5K2ZB1e+dz/DNtZL1Gupf8v7+E73mkssl4mSd0y22114Xy/L46uvlPmVlEv4WufOhKVWuGq7/8ffWOd73+bpJfFdyxe/4IKy3U49s9/ftmLsd89fKNh2/T8v31hrzedhqlP9eF8rcmfL8aFzQS1Ev/2E9kG5UfSLoNC/12CcsJf8+4zVl+yJI+3+rsv/eCO8+5zL7/ghq68Y+TV2vm0n/G33L/qpMqng/D87f+HZqE2nnjJnqH1BwXr6iPffhXyyn+w8d0nHg50mLS/fWCPD9D/rwYXvNn8FGZd//4XveteH5h+myb+GZvXuh6Wx83/4TvnF1t76cGGX9y1tpE3ATf6+07O5Tm/69v6COfZYvXHct/C3CPJdip9oR8807uvwaeDDn/PKv4czb3+DCrre9fnrX0CXzbU/2HwtNLkfrBDKJE5D2bAifXnqaMdEL/8LTf+EHzFLIp8NOoof/F+fyY+vFcPZOaf4XqXNJZbWhwreR+y/f4jer02vvCrV/nqVW0Sh233/BDvbl+Gc88xvkC0N3ef8J3j9O963xN3lbWkDXwrjHmuLbWeJa//gm3scLan3Evuvrl+riX/fNZGsqC/gg3ve+pPL+fSkXCH4V7StrTWIY32COeejdd+4dytd3dSTHt8tqU7Llvfh/QvEzZk2beX9fF+b3XL/rmyoaS8GF30tV8pOr/DEy/7m/eNImQNBue18b3d3fZLWdn56XDPOaY/XggxlfJyG972+P3/+G6zQr8fevP4bz7N1/D64lzINF3mnQPsv/2GJMq93r6ZFSsl8GGc6Ql6qvjAmnMPDf8K73Sumj6VclLBHpY5Usu9MPSsrQbL/e56/sHrYFYXwQ5nySavBdkJNZX/svvT425vtbzepqJp6uypgj+2SReqM9V5f3XBfRO+T3q0Kj5E//iJW83/4JvLCdl4PCvPX6GqFjmX/XDNK9fp2A/vwQ1trl+GapfLsD7Ag/8d/waeF9ajVPragl+eV/wrXMfZ8/1BI/6/skNU/hW7wq7r8OxZVo9L6/hny4x99dwfRfBhe2u7bfMfTeL8v7qoKdmWKr22/jKt+HuTdtrN9x8hQ91/BfcyLjLLayLD5K/+GdZlS5A2HbfQ9LMHqqG3L/2/4KMu+PdxZf91Bble6ujzRmL8M61rnP2R3vNfBfoZ/u+vzzkv4JI3jr1+G6pklubIbIraf8NQ3lv5TeaPML/8Kcbp3tP9qT6m8Ui+ylOvIqg0L/3hYl7uGUmH18oXuYKNepOOr/BBPmll43JyFsmEyAheHpKf+HJpdZ1s7/+FfFZMDFH03pfkXD8qxeX1/D3xl5I+f9fn3WYzD+G72zUWyju/+afG9eHKyLVqQQun/wjzXJ33314vKxPkmcvv+F6q8+G+ubmR7bv+COMM73w/DXl8EN53t8mziX4IfN2y/74WrQ73dx4Sd9+9F/nKvhN5b4NPBeS0tLaVyiJ3//BHz/iy/9YKe2o5r/Evc+/Bh5MLH5R4stiD/w727+Rd521+a4YXGUSL/rhvhDjnr5R6d7V+4uxyy3VP4Ief8q8E3d29Yvw52yfD8O77/wT259ZNh6mYiO/C176qVviYlovivLlud/w7laqY8/fJffQiVFu/TjhamWNKi+sq8M8/r50RQuZb+fh8xUwvUGnnrwh5VX5f98EN6rlXhm+64ZcK/l+9cP93y8+zR5Zlh4GfOJFs2/w9Ve4zyuTdiHxYJHxcf8v1/+G+bcqnXzK8aEX+GsnR6w+zT/+CDPa4ft1+Xrq6uav/BN2xpad/X56kFyWhY6S2LaXxsv+NUO/nzEc82Tlm4WhI7S78EFPfNr80lGueTappevDmMMt5Tl2Zd/+Sr/z1Cdp+fnrWDbwxquclSXDcfcqQgSpfCkm/M34bfZN778N5e9y7RP/wYTa+q6/Kuiv4QrVPdlu1L/fhrD+V1zKwzwXCH31fgk1lemGX9b/wX7VX1YHiHp67n/8VysTb/gpnr1X3c6fiMuc3m8v/uepX9/+K6b3py/1SYL4/k37ne+6cZFnrs4/J8My6784IwkzFCLhu+PrbBp4X8ZqrV6xn//4X3WpPr+GYaa4V+TjfteCG6d7tl/7wWx7v3e34XmZfm/FjJzYJJnPzu+HZ2PqbdZH4ujCPx6/+Hs985SPRlFgLHLkPq1laRf3vggrWze53FdFs4xtO9Xfnrz1hq+m4l/wQ33YfBR5d4n+/D9vLy2h/xb+urwwoT/yVdfwxz/PnVR/Fp/34qovl2cU/LabWDXwvpuWT70wfeacv/2Huf9Jyd27/OFgg49M/4ZtxuTUP0X//BBx1wd6v5oarHY+gkbbJGn8L8eV0HTZsqlcEO5UX1xhEp7ffJZPrzbnNfwRx/HrL8MQ9797S7gk+NL/8J7roie14a1br8N8lTAV4btDPdvl2QJkE14Zx7vBvCL5PvvFeTDk4gx//h3y7m9Net3XyrGNHnPwYb3i9ZeL/8pcYXBp4kmSd0v4+97vpL/Faay75f78Lk2Q74kX53OuPNfr1ff5PPiuT/nL/rk6bk8MlHKXtL7kDRvgPKAAADD5BmsAvwHotc4ac+g3jT5fgw7JWT6yKRtL/a+wv2jF9S/MflrCX9vvmrl/9MObufmT82wmdq/h7uum5NiftCPczR3D1f+e48OoeQ0K/4L+bO7eXzA6bSLfDfkhBJdZRWl66H89c8Sz9+GuHstGphwtDBT9eCib0pn1xUX/rg18P13e+THuUgbDdj6v+DCXiX3qU51Iex4lsn/ov17hW7zr3qvlDwa5hCPXah/n/mq6X9I48SAx5eVIJtIfQ7Fe9fE8/heuvJrHwyuOh1kv5ZsskXmL/1Yb432p2w1Lm/XgmqMYXTRPy/D19q6dMxlPbNY4GGj/4cpySrwxLWfL/rwa+HOqr6tkWXTcv17h+Fvuz8Q/+aHp55KHLf+rGX/XDeV95ctQ+wBIO2+z8E/k9JLCy/veG+2vR3H/+E72t22vh/GaauTeWUY/hvuKdb4a83cVDSJz/4Lq0um+Rfvx195LP+1VF8n6BhvPxWf8Hj6fw5I7890PXC//XnqG5ZvxorfIH5f98XtRz13SteC2f996/Ny4PVA28F+H9FuDnfWTKf/DNN70l8Slw95huP/D1K+9VDnB+L9ghqlyeCGt9fgv8y5/ergyVaG4vgnQEH5A98OyopeWZM/u+H4Zlg9/hXJJ82GMkJMixBE3/V/eOn0/4Jp989h1snhPwSSGi75fhOsk573r7Bbp3guy1i78V3fl/xcuqew0Q37y/XqF4e3h6wpX9sZj7EBXjxWG7hGX+vUzfgi6UiBoNfBRrJKYolsfmvL7L/XiufvdP8Ld3zZwvTX63x/lzhpkDlD/8PyzkR6w7JZ+rl3cB2KwsTWQX/xEv3u7/D/bTDvDYz4EWjmik3+B7fS/6/4bzU9blCl/9cK8F9973UZx//her5Kxs+ecy1X/4jeEs28vq/Yc6l6rpmc+cGOvDmXdvx6h0+vuDPwReJ47euGs8fv0w7dNy/p20GZoZUXU56KVxFZJufeVYI/HWpRV4JM3kxvwtSlp4VpjKp8CzbwnZD8L3NZ9zc42yxT3zmTB6EPjXwrP+X19Xj89o3VSXDrwRVz+6Qb6wV9zfqXInJJO8vwX5spXfB+pY/xvmzaaeXl6Pz6gnfmugRbQxZdyxUc+/h3nzwoKpj2oXKscEP7K2wy+99YKZJb/Wt3L7SZf+sM1k/Xwg46d/8N+bK/k1teXjC/xU82vl4NPDkN6TP8Pw9fy/yTfP/hi78E7qk/y8P4z/gm5c/wU+34Sm2Z93evBJcuNbV4Z20wyqpQ2pNoo4l/fgqyZy60sfy6/DdV1+W2pM9gvty7M/qkQdMhw7Li8ZIy/14Lb4rzZFWy/+p6tnq//3d9eHsv91ffK5isb+uTfhmRfHXXon4M+gvyrvCBZu68AZddYHov6+C2H3v2UyJvxPIvK//Dm7lJKX0qVN/ha7/O1acbnf+GJMS73KKbSEf/w5kft41d+tcO8mvWqb3JerZY31KSn57Vl6fy/r4ayNTtfSMiXRfvrP78PyvG2/hrm9f6Rd+CTcn9fhXWRdRir1I4CB/ZdBr77wX91cv2f8PJYtfPJ4IM87ql8uqW2FvwaeCLbMn4V4qePe+X3dNQ7xef+7u0vTPeHGxMtRM/w1e7S8PLU/+OwR9dayW+e/Mov1BBPrsb704hyIfBHp/lCf/Der1KNPF2lWCX/dajfl/T8Fsn6W7n4aqW9fmPzMLyeZ/wYX3HoifKH987TzY/2wn+frONQh7n/y/72NluuZ++orrW9Q8Sf+GsMOjtTfKH//GfN3bqzd9n2OX37xOGGR7S3+Th+py/34X6vyN6+GUsHwbe58zdeGsv1urHEn/hnGMupbX/euFalk1jfb4rlciNIX0O/8F+3btNdv+QHNtT+97/BBlzPmXzfacXPkOyJKPh5OJ/Jra+C3ntbZ+7xq83V/gvmp3Xi/sIOZ1rwp1W96v3dvw3k/rcq/Ltfgjvt9+EKd77rS39hHe1eba3Bv4Z3vKfDIE8Ine4kveNLOC/35t+Kyj6661t4diP071U2+vmH6kVovv+9a/BNWfRHllRf9rE+fCEevz1GO/thpKfL/Xnr5SY+gri+H+Vvn+0UnFzICR+d5E5f39WPw5hwqdj8PJdf+GNG89dSD/f4brbVvi7v6076w3cV65eGFx3/Bfbn3O1ufeRshlKkiRbBqX/XDeohx/X0jHSm2icv9VYd6qfjdXxfPQ3L4euQ8jNcefw5y5X+hD3X7ggqvaJ974VBmLw/okH1YuP8EncjoJPFd0daXw3arXymiz0X1roR4hpcrteF8mm7esz6s+p//BJLjUT834blbWLxuM94byfwvS26k2OyKHM9+YssnfLkv7+G63+p26ZsjLyDtwcKX3/BLJd90usv3+bzWDXw31aXyPaDTE2mfh+0/DT389s/srNL/BDoh5luPia35/+CqePqowt/ey37p0FJ8v+1he7Z78KuLcG51v6+wxaPmfK6tSaSvy/90Tll+S7689YYv8PhuX7vf8JXdre/w3u9Ww4tz/+GrsbrhD/b/Zf78F93rDiROvvq1D/ETc28yK1rrBbrJq0p78/D4YrXwa+TJmvBDO35V4alY6w7JkTz6XJhTk3amYpGRcPU1ZKX4ru77p+4XmwVq6rrD0Vn/+Xu9fQK+47RS/cONJ+rfqDDF/Ivw+ctBLv1ov/agw7qWi6ka9H8v/WG96rHEPf/BBmk/GsfOtWNW8y2BN0/Bp57swVhyW9/5K6y/70CO8+F7n4X1e76/KmWca8GFZve2HvFpxbNph06U7lgdV4JdJysGhaVwUvUFeqUR8kt7Xj8Myd9Qn+H/+GpMJ9TKcz/+CvW+3IfN6rYX04XrL3etYJ77iwyVYK3r5ffXBhu961eWNeMNNale0TZff8FcmJLu976/BLMy+f/bL9X55wca5W7f8M0TuQ4oSPD5/i+DTz1mDxz//DF99p1+a8MIjvwzLcRPr4ZXtvDehn+HsaMqT3cTaqfcXqQImkSf9ajep/wv1e82r7UweOdl9a8F/HVrKs/ebIu+vwrz/GtPBMvPN/+bd3Rff3CnPLmhQpG+by/C/ST5urZgsSPJNJ1rw55FyJJhfMt/wvrWr14SMiGt6uEb+wYTR+ZilF/tK5v/BJnf1+HePs5zRu6a7T+wwzSMI+Uy3lfwlPvVdeFNo0/k+poyZwfgg3SpJ4/T6+UGyIyRBqX/3BBYeaAwy+++CQmdG9D/8L8e6fIutNICb3r2bJgfL/6QX3NrYY+vX/M09uLfCXJDct2i/v4S7uaLp14Srfez+E7yu5dWX/6D9V88oc5PrKHw/LWU/+rC98PRzKH83ur3PwzF+bRf4Jcb72eVOL8FG7xln+TDXuHeVvljd3cHkYTr/wt1XJnWI7kp9eC+1Pfm1Smw1s7Rv/uac/wxVqTH28X8cJL6g2W6h+7hqpd3dV8UOPbju38v/pAnyu9bj56h9z+OGkY5wjSr+F7bTy/Vldmz/gjl5/5V4JOE1zt5fhqomxMssepn/gn0p0T72Hw5t26+Ni69fhvk5v0zpfXKs/wn3b4S2RF56w7PZHT7yHGjK6/mvc7PwQ9QzU8/PXjOP+C7L+FbLy/BHkeZLxyDXwXztrl37D1uZi5r/ha99SQ4rH+gu/1rhzzYvCHQF8vuvkk8kWvgiybwZf/oK1XjNW1kC8lPl+/wrzSTs8fXyTc6yZLd/DVrJsqUvxqD3P+CecploPPS/2X/rG6bZ3OZ2tZvOnMGKw9hC4fk9bnmCyL9fh7WlWkY5Z91MbqBD7X5seBuvovr+NzS7vWq5pd3zFh1JHSNkZf/cbt1llrspfuXjQ1FGCv/l+/xGr6qXPgg8uT32lrwwlJ689fMFDBOMlf4I7v5QaL7NvDSmFeuM3DUdTzYbWZ6yVe/nsk+SMk5x+vBbc+U6TtVl/XLL5pfL03+GK4X9di/rhvL0vv7C8bW3Zk/ipbjqa/v+F5Y9dKMYLfdcXy+/qF7vi9J1wn8EE3jHM6a5f78dXNcdTG7k8/BHz5y/FeXL3+CPV+qL/2ocu4ZevWWUr3uYPA09WEv1q56+UZuR5PDW0nl9m614IqHX2X+v13/gu3e5C+QWX/1BDSi2Ndv+GbRnTdzCbwZf/iN78/+GqWZdSg8PJJ//hnDuAlJuR3A03UFplfgi+nRl/p8NQxoL/9g1cvlFwP+J4DzgAAADLRBmuAvwHr4YDT3qlSU1Q97X68smKSc/DG8+5sHcLKJmtlf+X2q8MX2z5+GGW1nf/8JeW4lScvv3hzefHNGNs7YcOsxNMy/9NB/wvdCzuqfF/LUJO99l/+1w/EeEHZ2hedR+G7Tvq49yX/wR+akFe+qy+67Qbj/fUPW//4NfF113L/hfwnkkeP6wxycwRK8gqoKXwzvVX46PF6F0uX19wS2ZEGTfiov1f5fr94zjy/+qs/De6tKsMJMf/CuTvvtVFO1v//BhvPKkuUIXmWnlT8yXQTKDWB8nvzyfgvzb1J/X05h9/hLJmN91fhWus/9bmRNDPg18FPHfbVSyVMv9+CWtIzb3cfCt9pNFOG18ZfLQypff89fzWn8FGkXPd8q8tTSuvDdwkfi7fmCRxcwX6+xuamTkWvJy73e0gzDHdf/DeVFE2IqRZjnKk7/hHHl93l7/wWWnDnJ2NZp8q+d5+TeZ/wYQm53+7nQanSzCyspw2TZf+s918ZPf/Pg6yW4rk5w38NX1Xz6wHbvxPP+eUGa+vw1d/dnxk+v/BFPyTf2MvrpueyED7Daf/w5LvcoiBEiaWTH/VvwS9SiNasF4J9Xu+34/Vb3LpW7P8Mwl9X3WqNRJlt1//l+n6C0vf3fWfKs/lGSTO7+e0iua5a5Av9W/Bby45MJH2Hwrt15nrP6zDJQa1f4bxesbFnEjHBsfLt5f18OdSa59JQ4yf+Izd+OU/wvmXIl61WPJeKHU47wZL9fh3efnxayeQlG6l+0GhBzrwaeF6rUaoxdqE06r8/nBvwh0R9hdzbCbrfxHd6kv+K04evUS/l+3vD+96hv3Va8N5eH/wzJnXz2p/37hfiX4X6Zi/sgkH2aX+/BBxPF2yM8vdmU0xL9IttVsQfBBS2w75j/MqMb+tHm/Xf5f3vDfPqsfzaUPfDGtZrhQeRW4dwJq+ljG+l/onLEfiy+1+Ge4rI0wlNymzPaJjD1/iY3J80n/hnqqpHs0//gun2aAa/XXrL/2ob3esvTTLI4hYFfgg0UcofV1dX8TDvJXQy7vov/qH76w2aXZ9qLmFwzulcNMzvM/DWGXnfriNJDy+cqQPsC8/C2ab29fr9Y/dwZ+CTVMOtHZfeugQ33r8LZIpyR/qNo/ZevBBMxXbqu/dzjLkBWCDRn8v9+CjLTrOfc/DENe5vPDBHuy2wXDrn/h6Qjfe1WHai+HexJGY7L/9hC6I8rdW463y/+4K4e9s+f74zx1a6UGHN6zGZxTL8ouVZ1/wXTf8jcPwvm/e+X27Kvl/9xvhuM0e9mMsEuoPy7jM+HHv/ggruL4ob+WrzC8In44M4/NLe+Hufzv1JH18N/NQeUSXhzLzHNQi98fjln/go3d4+zqlll/9Q3Mef371bwk4Vp/Br4ah2I9v+sy8i3/EzZoi//hzW3F/IPlf1G1iHJcV3fJbe9rpuH4qEYKXPy/9WCnu+qve2+sEVvfGC8X5Y1mI3vgp0oo8epqe02W4vw3tnzcYTadeezZ906eX3/DM8V9Qy49/5fy/P6meM+/8Mw99e0x+NvWfe+u5+67/Dm5Jay2Ut/8LZMfYz5yhheT/OXIhJv89bhy+7WGl3/4JLry/D3NnhvwzY+8H84yHJd3w3DURH+h1JR/4NfBhXXi/3zVoSEMT5fevJeT/YVm2qm/fX6RguwPS/V+CfU2M9XMn34jbLdWyL63x+PJg/+m+7cvrrgnsiGvP/V4I5N+DDfWGqrzSPPP+X7/D3jdnzbWaDsbe7Br/gm5e27JNsjg/CsP5X1T8o/L6Uh/M36uPhyKy7qxDg0LKffq5sr+HKyvr/ONSbL/eqxfhW6nNavJNZgfDv19w72/YbgvSZ8ouv0wk0a+YM/PWdabP+FbW9NajV6Lb/4a8smeEvnp+vBdNp7pSfw36hjx6rtroV9uf/4V3L7mJGNzL4cyV+/LBBu6zNe671zdU1Kn/Dk/09fMVmmW14Zz1+qMwNF/L/6Qc5cwfki7PL/6mi6/xNbS/Hu/wSZ/wfhWuqT6+f1eX/qwrEv5t9Vyv/8Lwy6W+cYrdLrTn6ZBenL/Xhndbnw5L19f56w4kT/L/9hbL5t2zeD/zODNPJfk/dleDNdYaKbzL3ZHzIP+FiXNr+bfYj996DhePTb/w5u7a/sMeKJs/hO9/GKLxVzxbl1/mpY33z4xtBnPv/wX6vXdQ1f0rej/XhrSuvtmz+F73qRgn8PtV5t+CHk6TvxOpcvnz4cjnbCNfRH2lfSY2XCufLXk+HB2V2TdkpFjI4Xgk0nH9VM6y/+4Rlb6J3l+i/90Fb95F6s+UeVXM+gsXBlU4UJ+f58QQs2uadfY0JXNBXMGnhsnNi/nsiv4Sk/1glPwq9QpUi8rW97fNS69fiMuZuv8Nc+19w5aph9uIvr24Jt5eI/Y8d+G906kEiopUSyDpkfwvWlbL9TD9+f+COM1dXL8m85H5a2vwRcny/BHVeX57folv//wX+bK1WxKb/8F/VS8rGsp9NT3/BPly9s3lz8Pzr+Od99Nn5ywabH/Bd3PBaWUGvhqSLvU2SJJCtlH/4W7tExq+vpR6Bb8OcsHX+ELj+h8EdyT8N+o7uWY332usv6l4V23m1zD/06FiIp//564anyOPf/DNU9UiTLyrf8+WGeNae/56tMW9UnIe/h+X/VSb8Ebl9H/4bz7WYeXvOMfhztG+HjnGTxh8wb+MzNfGdPjq8dalevBRbXGat2mxgvG7rG/fepum8dcIdpPS+DXwWZPXLfd/sv0/iPHaRf/BHjGQfsv2/Ju/4Xn2S7LpZTqhFmqt7mX/x/hqb6TBqxnxQX/nufD/Wf+CGS0rTBP1DVteL8h9jeXS+68RrRyZ/Ebzbz5fq4wrc2vghu72CL614Lr2yfd3KX2Xh12MGfiuZfSv8M1rXw5e1/82Vv8EG9+euquPOLZt+HKV3UyaNGev/BH3fvw/W995M1Hf/KvD637Ar8P1qT9M5F795SbdEzRstOua+f76GHFv/Rf91BHN/78Fu96xlnFrpQQYaOi5i63ZjX38IvfGvBNz6cjTU0XV4nG4uJxLC18M0r1Ah/T1kfe83q/+Gba2Jfqin34je8bMuDX1b8M+VQpwsQmQbcX9eG77rhBxjv68EnHuQyaDHPxd3untV7ggpGZry9tcK0wrYZTU//ntk//Xglybvli4+Iv7S5r+Hb4plZylur+zixM8ljDo14rhkZPWb/Lwhxz+M1fmRBvy6V0v4byIiILzobRUW81/73X8nJ68SXDUkPjiDBoX+/RK/CW90R8fl/fwS6htsstGgvll9+8Mwx+2D9TlpCpW/8K8uYu6xkjD1teH/wSRr34q8FnHWvz7jni39+fB+pVmFEX/6fMRMS+IvvFfL9cTQq+1V68NbzXrMbk2VRMx8Fe6p1tvfjK8RrUiB7Pny8zC/Dd31KWKmcV/BouuvBJ5/l+GqRDXrH1vRf8FHhE9ON+/X34L/La1T18NTpen1gpk8mwxTNnKpc+x7vn56+G+VcPL/uoYqvUrsqfzKiucr+Tz/5r3/C+tTn+XVdjKfUi1/4mfCHub9fhfw3+y/vssN90vDkZp/Lw/b75f38l8xeX3/W5RfevBfcXfVuUUyM4VO7+X6/gz8OZ/PKirNcy/rz189ciVF/3ULSQ/nyqtkLFd/8PXud9Urx9ZX+aYMcpvwR+M85+fB+YXjCQRb4JcOcnwbdPhvWwQT5J/N+XXAySt9s//Bha1JnXzixv/Pyu+MalfL/Xn6RfDySWH/gorlkndlwn6h66fe7T7gNUOInbtODXwvlpMwYRnW5X/13hXn9z01Up86eVA7deHJMTk3vqlGkL4Y51+7y/oVrKOv4a5qHtfxyvfxO55Ywg5/G93q2t7zNe+yaS/5fdfDvJ5so0+IaV9JHfeY0g2peDDicLotfcodOa/hLq9Xy/9Z+GsEnhuG8MRda8Ox1svNQ2uyXJGqq7POmPtf4XkZkb5evx3Ngj/hzeSq/P4fX9Pggre+59zl3PmOcO3x/BR5fubwfl88ga+Ervu9/kk7/wX1XPvc/DkJ2QhcF/ggrb9zXm6rwxSNXN0cXh+F5J2tIkn+kJGU4bUMbSeH8ReF3G6X8fdrPGltNUX9csTdp8+/wxV0uWOLgh+ML/43ttDcn5EExc0fjPlC04u0vDWmfNX8qxAt9eH8mMtNrP+uO9/J4INalXeuVubwzbsi5Qqm9X82by76BGUn+KDPyEnyRvw3PvW0RI8f9F/9QzopuoIXlij4f5f3fDROXxfnCqK0cvrV+cq/MwHpfr+EuLpxlo78bOXUstqRqRLIS2mmlP3w03TfJuCWf8qbLNTeA8oAAAAxGQZsAL8B5+KDXLTNK/D5OFFccjZM2WIe+ZP8nhoubqsYu//hLu8/fXhbozUmpnz9SaxNeE/J5lm/4Yz43ObKjclP/82961w5V9ftlHrl/XwRcucMvr+C/qln225Bu5gSUWbcvk/hzqXruM//4L+bXrXuxQPiS8G/jeTU8Jv/12JPfDnG8rlPR2J+X+/BHUN32V4V7n6p9SLnc/9d4Jbm+ulB+ep6TImfr3e/4TjVOKr3+F7cr15o9L7f66ffajcx1cmNyYuOs0mQ+Z9DXdm/LGcZ4zCocdd5f1fJ4v8LbopuTpMQr8zQ5J3rwxy8fV3+F4ZW//Bw/UOa0pY4Z4v+GYeqfwkN9Hf/15ox5nn+F6Jkbwp46pjWvlYaTmbvvglerr+e3xp46GGr14IL73tIt1IeK9lydP+Hbdd7m/7Pn0sStcI32ob7anv2g3b/r89Zug6vl8l+g5EDz/XLhiST7RBq+371pLwSVk8jfgo4908tNUX1/CfPLx9n8OXu2pzmG+Zw1xga+evw9sZa/wQSt0rVUxXO1so6eaBw/8EvJnIlJvfln2l1q2X/vDnd8qc9Sv/4a1tr6DumlX1/hmmZGuryB4NXuf+HaryyJVVJkXtMOh6ZvTDsVJ/ha+Ye54VUXtNu6P/XglvuuMMpj8J0sb88pfX8GHE8vepeG5s4bymvyHF4Rva5OdLHcGz+NxW+YkVBc/DeVPCfGMwsHYta0MEsPZnzHfwR8MjJ5V4IJYORrkIurl3tOA5Dk9w1//RTiSDPwvBN/7uzhvZrJPyzjsCXeH3rzkgkcxa35PDmspGalmVr/wVcZk73M2D4vwrzcnhj7sSGcMy18oTJZGuG5f/sM9w1Q1HGlxfDvzjomoFd/YXpX3ivb/qN9XdBblY8/r5g1GvIv5onTvwrU2jMuM/3+klK8vKLyHDF/iM3hf08Q/4ZtUry/ja0wnvwSZvxQaLrC/LItJJcX/w03L4bmt3qQkdc9//heRJT5fX3eUSl/VXBR1XNvi5JfQ2qV6GSXNR/iHLrcwdGiDRjOrQ9L6veCm8Mj7eL3VNxL6/hykSFRY32jBaefwQxrfeVeCOq/svr+Gby8/gjhQR9JJ35k/jfLks5Gu1nnhpBbDnVIy8e+X/XDcugU0v1Yfv0Pu5/4L7MvjPGpJ/34bhNW0fcn6D1KW8eW71LHLjDFiQ/CfsxA/z8GGNfny5/jE8we5f+t6O/w53VT5hqi/4W4yt5mRzqoIbul/lnARN8ja+vULbvn+vw7bohnBp4cmXMVol/w9FVfPUgSBKZl9kyP//C9q7w2fXNw+EDYf89fn3NX6+X6yy+nvhncLNH+E+CfUmt115K5f8O5r03aH/ZG8s0Z4/92+nL+r4cvu4CjOfw0h4f6L/fQbu+dpFiNkT/57j8ORWy/hWaR15cF/Xyz7/L2h04fBfD9TlZc8sPQ9f/y+6b4J8v4f2AwdfUGnio5XfMuT/wRxD/l+/LL4YvvWlB4c4y5omT+H+kaJoem96oE2xDPrw3FyfWiH/7Y8HtJ+/Dd9Nf8OTq/DdZO6zmi0//fkz4f83tvXTbKhZX/wQ3178EUu3mF+CKunF+Lxsx9K/wr5cS7cH4f7kov/CdO7kcvXu+W/wSZ7k5hz8N9VcfhB5+3B+tVBdI/uvjfhYp2IZSVfJvuCF+VmZDAnbn+vwZrrFEmyt4b6XxUn82fwtu/pG1fKJETv8LZcOS4579Gmf19Q5E15f9cFFV+TSpl/9sPXEn5hyRl3qpxTEjrJ4TcUxBFbtWdkv76j76U2YYy0cVeGfJigj0Lq+g/+CSs3Ti/CWmrR96/BHn+y/DmNrfmX5rrL/uoLuaFZ/zFeCXL5ZVW1P2x+L8V2sKva89f/DmFcGnnr5w/IvS+z1DMsTzIf/Jnx9rfBVy5lH49KayTnU/DscZeX05DV6SuH7l8z5ry/74c5/cOfr68FVb0s50rdcqL/upomx5f38EeG9J9z1BNhp5C0KaWL8M818sguff14c5MTX8aE9UCWvDWfLappnQ/13ghO8ez8INPOZfmXu/E9N8M8NeLlipd2j0/hrd6jk21/OllcqL9fibvL7v+etozqsOd//D1z/ybkQtj67k4YnNa/8RP/Pn8E8oZ1m93Hwx5cRce8o5rvidV8v1+Fbn0Lq3TuvwxmvXhzj1WvkXHn0UT/hqk9rDKmqaSL4zhPvCvjS5fUM9pvB0fmGjjwsw6DXwhkyrJIvyRZTR+GNXLq8/UvLw3TP5f9cXHun5Y/i5mNtSZ/BNy3zb1+HMNaOpBmmOU+X/3LvO34zksN6S49fj7v+Gb47Rfhy5bcfz2/rHkdXqF9a0ssD6vy6RP+Ead771S/Vsv/WH8+Prunq3PMrv+GJty+6xWfCPWL/nqXTrR9ZD+Way//QK/PnNa2apU/H8+NSW+9/xeUeHF6blj8MZ933i+QawheIe8Gngkw+9yi/DVatjls5r/gk7ZP34Zx1V9S+Er8/q9zZI8v1rh6JHPNkn596EWO7Cf/4b3bwf3K6Y/8EOT5xfghrXh+CLm9sv/uH8vffcPZZmcwrlaNkmv5f38PXP35jVNY77gh3rd43JY0UCf8L+H6S8n6RXmf/4frik2j/1Bv35wdSZN+MeRSUeKD2YvDWHfF+rtIyKp/Kb+e7n9Q+nUVcC/BLpXqyY37tP/n6+H5aSh/7RyX77kBBTfzvLkv8R/ujT0rGDXwvtp3fwnq1al/zbk3+bzb96svyT1Z114ILVDaXckvNHUMxLv/L/fQVz7qXx5C+zulv/hqXEWvkTIcnF/hzVTVX5NsDQR/R8L7jsnKquGU0THBOFIIbr+HJadYe6z/l/rw1eWtUiXF0ihlRZ9r1iy+/4VyxuT2WIaNhG+j/L/rgt8MMq9zC/LGzL/wSSJ16g1X3+CjdfGbjfnqR0Oynf34MM+e0TupysgQno1N68K5TcZ4N5keu1MsWeyNGq8Ncv6m8I9zJJjRsr78t9L4Jd7kn8GX3/BHitPL9Xrwt2kyXaZmTC+GpwVNB3L/1gjrhvRGfhyEVc+z5njthn/CvLjvcsSJ/UlcGvhySU5WptR3/4MNb4xK1X4trmhP/h3VSB1bNl1m/VJecUDE7TC2gL5pcnv8EGSW7etZhf8i8ov8fjdSXrWaei/94buS7pRuZdt/8Mxvu6/wxf42rfdk3S+G+b1GTPhyn5Rcg2n9gnpF0QsdNUXZf/oM9tN1O9o859eHclW55Y1eoX/as/f5fq/Cut49heLOmUGX/w1fJNWw6ysrlhL/1nr9ghuAPC38Ti80aVoGnm8bWX1/PXzI1Ty/+4vlzWvwRzUa8WX/7G0U7K1Xm13IgpSlqmN8q7/gkzd9vz18ixSw0Dl/PUyA88gqjUyiX7//BDaa5svr3hnZS9vjhcaJgev4btQ10cMtlZjhD/8OS5nHF7O//hjVd7qbVaj/+Nu/qsmy/ybBw/R7v/w9unx2l5sb5fhlTPOJS+/7tD7aQly+/4fhBur7u5plh6h9FRel/xUovJ6cZpSXhvD927OvmIw3muDTz1+NtlAkr+ess65BK26vDVkMSv4n0Mzo//DNmfi/+He3EvBfaX4/kpQ88i0HCfiofzZrNcov9bgizLP4UX/fBP59z6ssv/ea1WvBbl/n9teoII8QZlN59XlyCqTX5fXfBJytuUtdWrwQz+3wQaLvJvHOr7DGJwfV0sWbVp/8TLsfX8nvXXDL+quHc+/PDNkgxKGm2g2wD8v9bjd38ss/r0lh22Tl3//hfLkxONUb8OOr//F2fjUL5i68N7bt4bhvR/8K7wz2T32e1+HLe/5al9/hOMqr79Tai/74d6pYZeuE5eTqScCX3n3F689SPHgp/2X97wS4acPnHlpJn89fyCQepFfQnn/J4NPBf5fn9fxrH95KHh9wQ9x6hBfi8250Ot/QajqvxsUx5zCeq/f5PBfn3fXswk3P/lnbkI/DOmYk1/z5kBm3+f34cv9eX6/NUnqvDe6Vfsjpz8N3u+L53FQKSb1vh6MLef8vl/qfR+dI7LpBpj/hzkFHXmXAR++6ZSHTCP8MdttZPUtSRvfX8vv+F+61qRtZof+csL+Iwg08ERCtr+H4aI7wgtsUo8Wn6L/eWQuG2Tl/rfL914Jbn/mxqD8ERCoHfhXiNWu7m8hSrzM5f/cFvkaS/HfiM41Tsu/z185IvwHlAAADjJBmyAvwHut8F4a3fm8X0oR2Pj9l/7w5N0z/788HYLfDdOSNfJaJglHX0C/y+LpfGPoDmv/h/u1E4N5GWfBdWNcv3/z1NUz9r/nrhxLs38vv+E/CzJKvv30n+Lmkly9deHK6r5dG+OMtEINfDmT1ARY2KujlmPl9fzZ4X+Gp8xf2E+QcW6oJvjmeX6/cbyznMvr+GfLXMf8N28Px9N9fd35Cskf+C+MNWE/e8pGlHzIp4dmS8F+idT31aKyREwt/wSa1i/PVmtn+y/9Zb3ov3+FeH5E+WC+R5wuNBzeJS/70GObLu7SlPOW//hqmu4qH+y5AcGr9XL7+oal/X0EyIlQLcA1L/7hLG8+7f8E03y7NjdV/L8F+5I60sWN3P/wQy3VcPw9031XctZn5LfRf/sOavUOZP/L7uqQWub7a8GzDFu/8v/pja6R5n+W09588Z8wzDOLble5+UamOf18gK933mYjJjwfhLJN90f8L8mXb2EgvGyn793e/y+Ty+veL5+7a4N/JSLv8OTtDo/Lwfj84qLfD8EV7qz8k2UqL/X5fuvPWROGu3/4Z5qET5F+GLrP/BLSSOVtkCV7V5M3r8E1qSZtJkX4y/34TpmWkHaul8RxW0kY07/L+vhGP+7yY/xz3X4Vx5Bnaq4NAz9QzLhJfwSyf5v+r0XKDP1gy+v4YNWvLutuXffgjLeTwV4f6b6miYoupUUfGSqgVeX9/ORheP9/wxGlZ/V6/SlFzSS+gSaRec9h8JFfe0N9Ui/64L9ay8PUKlGNY1p/h9urcaEXN+Fdka+7ntfYFqBJ49K+H6IPck9xzqtVOUoMTMH3iv7+g73Mu5cCql1q9+fuDoQ4+YHsqMNLWkL8v/2ci4bm5/14cmp3Obv/xG9326+wsUn84bvUIPeT/gz8Lyrv1ojCwzPXQ8X3rh2eP7uQoCHQXrvZ10kGHbI0Py/9vRfkvx/SJ5eG+l0MkSvY1eH+K+G6Zn4cfbFLMvGYqOOWQ+Hpe96ZJotCvD8NN+YeHcyMgLBJvO0BH4Wvy6ro+KHO0+6wMuYYej/huTfpBH7hh/p5z1dtr4aIbX5r+X1XgizZzZf9cFON5sd+2z3Kr8FEnklnzFLiTzePd8+LhF+vwbeEu6Tn768M5Me1HZ27/8E2b77yov1vjSxRxd3fd5WdrZ8tIofnBL/1hjmiK2mlXGSx2zGbd33nfEO3vjb4UGwOSp+1rVMgihAl/c35foFnyi3wQTBvUsP5sVIeFDtP/8N7ytVDfQaeBVFLz1FXD8nqlt1L7/h7Un80ad3WR4p6kiVBiUazqwWpf3XDmer5nfzT1Z2ovGoKL4VqEXopBRXvqNs5ejcD7NQUktKfBITV4T85U58cf7hrKOfDHUXNrxuqwgxF2C8ho9vB0v+1h3UOPaET/d5Tsu5Fw9DiDknGvhfcPzh196+06YPPDvL9+4ykfbrpStceP393/BIR7ja619hYuBK9U/6+ntKJR/XJCTIM19BzCyvX7xsh/HcuZpXYP52/G92+VtZWFqzvWNfKyvm/+E+7HGd/4Vq65PNLL4+LFr3T/hjx1qk2qj26sg0YdU1w3Lxhjk+X3rUEF3hl3Ae/cJy557K1BEC2OQWuIyF3D994MLn9xzVKylnfFXQdsWS38nh/ZEgfvJwQca0up1QnX3IdIPKROIuu3FyEWlRF+vz/hm2sp9KOHIfSS9EYJjL1/hnUi2up7jG7iQft/ov3+F7z6pXzJcUgbPc4lTdrJ60vv+H/J5ziskaPfKsqyJvRXsLBN49f8P4wu+G9LasW1n01X4OFFyUPfDnU8F9d007+wQarl/EWjS3wt5+MC/ao2uoerTT3XLhucoy0PV5Uadc3Hf4VwyOl+b+xxJGp1LkdZAfOjv7C+5/eMOD6wNXigEXu1/oO3Hu0nUjzbe6h+9oSsnuVhi9m8s8v/BHJ/FBn5pmaa/CFe3c25s0pf18MXcrrkyOysvh+TDns42s/W+N4W4YlfUnKxi9nXF3VzjKO/To//DmOUb1NMes2m64oaw4uYRfdfGx6nMcbJlK7WrzrFmz6Q5AmGOmfcLTRRYbdPWNstf3j2xockol/S8EFxD+hI1PJ/jf5yTOymP4L/HWjPd/sIRmb/4e1VyZ7eqRlpysK3YQf1Vf/uffl9/w9C7j547KXPKMc52G07YfnHtHyCUvr+OkyKe3OVq5TsY74fn6WY9c+l/3PHVN3xIKPFvggzarVVbeZ9RxmEP7DjSHdLh7Oia9F8P9o6mr2jqtdHW1oMkufy/vVBqrCIL0hlwhJo+ZvzQQP+zBysfHVb4WrDhH8S+s7sX6f8z4yr/T/C2c/MvQ7u/yrmeUtFL/1YMLkI3xtYtoZkzqM9ytpc5etNfvXWexRw8lvv4NPG6J+2Rm5M5Hkjr7kmUW/k7l/w7Xx/81XOzXFbxxP2rlQfC9J/Ai/bb3aXv+H5d9pKfsci+urjYY9ujeVoe0rs3nR8U6NoqzN3oOXNKHXLMvruoYnyGeNSnjJSWaDKoEsT2lB9t5f/cEEu25LTVxm8t/WyXf/4T8a2XDD389WyoiF2LELw8uR/h/M3da6JfsP/iOfCSrKZf+sPaK77SrsdF3IYS8N6HTNWeMr0lUGD8F+851TV1/IL3A0pv4Vx7nnZqmvDPFnF/J0X/7C02Q1TGmoFN++GU6xwzDaa+C7e5GdNsv++FvDZ0lJK9WbIWYY7r5f18PToae4ae5341zuo21GaUZ114n/BhNHm1dK+XkKi5jryTK1cRWPpS/9YbOTfOn8KGLc4NvGiKV0iRf21yZXmoaPy/f4W4uqmz74e1PaO/gh5c1+Gbvr/DaVv/D+Ldqt7VSBXDKTY8eYJQ3Deu/UFuFa/DHZ+avN3b+Gt72+59mPLwptVJ/fdK1g/PXh6+f6L9X4ew7y8+deL0hSMb35Vppy/75cM0WUX93UO88qzleuv7/OH/jtsvvk7r11Z6hiZvp11PwaeC3pn9btl++sLTY1OGyROe+OiVvWsv/2Ce7WdrjS/fl3evDPHufUc9dzDob3Ji5f/bDWPd1njKP/+C6j6X+MstV5L7Xwn58un+GpLnNe/OFTA8gvy+vqHMttyw+3P5fdehs8Flx26ubLm/B83obvWvPKKgqIcxw9LPr8JY6vk/8N2tdcIskhS9ng18EeSi5Rfhyf1q9Mncpa/xPk7fT+Gum8XyiazH/hej9LoMbP8gvmFRkEe2Ul/v/w1d31pkt6mZgP5514b8mrHEtj0IPpLiCKwbHwve9V2H8pJocdVF/+wQx/H5fhyU2pd1rDF3/+CPPbT+5+bav8FMmF90t8Y9uV5Nb/BhWWt78IViZ80jWQPf3TN6H9x+58GfhrN5VS/WG89fBDk11+b8PaG853I2WuvlDL1N/gwkz8v1fHZPr7BXbyZc8t3F1789Ydnu6/l/vw1Lojj8upJ1/XWCm+Kx5VixIPFR9qX4MPxpUkvL9YZuY+bw1xfBDc+cr8FGK+UGru/PXO0Pzown88ysny/v56/hmkf8N7u+Ua7/14IdEf+X4avdqL8GYpHa4a+Ce+/PVwDUvr9hzPfl/D0tK2X6rwrWRs5HJlfMmYNyh/4Ypb5uLgIvvaFQi9s34IYr7D4S6V+J59YvzZely//YYzZWRux/OFjb8Vy5K3/PXKEMFB/8K60iRfq3bAtf+F+f5CT7mHZuKh6fL/9Bju5/+YdGxHhLu+F89fOgvnl+/w7z9V3ciDUO2s9/+CO595QaP7JDDhuf+CvCirXtHKr05V4MLYb9k1q/JEcNjszn/j9pbvKgm2vwYX5Ynnk6zh9VIT/+fL87BkXL6/hzm18odomi9Dac9F/9wX+MMSM3qCDwnThjzXmrX4cnyGWTXxytybwZryTOf+CSNUn4V4JLnzzH4f6jnRLKeN8+hu3/tQRwnbpfgk4X5ffrr89ZhwEH1sx//XO/OVQui16H8GnhIhP8k9eEe5aVp82fDfV1+cEnlfwrbXufLX7tnG1xT+es5MIfCv//HZs9qt3f4aklbrPZXQ/+C/nJJPP+Gc/Dtc/4X827VJfvTO34ew5rP0nd7r+GHS/hfybl+DDU6P/wtTf8M8mvw1fy5MEfhzDvDzfjff5fd/l8mPw346yYq82ouT7YNfJny/wVV3hRueoZbjjq8L5M93y/KXN7+CPuNr2X/1G0m/kvlkt5i6m0kpQadK67P4JJvSuH4ItSN+sv135f/oufdeCG9TYdb8Mcud2l8giH5eEqNxn7208v+uHN6rk4bi3D8v9+H9offfQ60cb8r7IvV8E17RZDzKfFBr4a5euvwl/5zTSfPX+Z8by6e+93/hWSX51643r/8F935l33fhK89GP4Wl35NqcdIJD+n+X6/D3TNKbIaxkkrsW2sZNYRPLVoy/D02t82GjLivI6mmCD4qP/+Czw3JYbWuK+qL9fgwqur7k+y7bjbMyY/l/6wxP306h/03/D6/z8ElzZzfh2+pyieWSjFXgjzOP/L/vvYb7Ff8P93q6qbbTcxE9P+HOqy8PXOaE59IHuX/r/LTLXBqX/3NuTnPrdQVSY93Xyr8R6gllhzQrfX4epEzJhtx9fJJY+02Ef+CzaVaS4wu4Pw5cu6keUjR/89fkodb+8+cv/iYXlv7jLJfQUEzw3/cel9fwzzF1Z8olXCtaH/hbqTrzZtJGUZT9eF4010x8c7eph1aX/rjHz1OZLOcj/wSW0+vwvJnNZI9Nn8wXN/ira5tyE/gj2q9l/9QvrPK7vt+OztzANfE+F6AYLqei/+oIt5tl+C4j7z51rXCRdzZD+I78NSt1X2MP2LH8JEffHGXMX+vy/64IebqL2vyFSl/5cPZbgPKAAAJ5kGbQC/AefnDVfhFx8n34LSc2XLly/DZV18MPYIfy/74clqq1+qvW9hfw0MUzWLKWVdl6L/1hu9au2df9LXDdsesf48Ya7Q2v35qy+r+C/u5GxKor84mOp38+OPDeCdyIyb8NcZiNfLpy+vN5X/CXUfLVdf57R7vyrEPPeDXwT1v5fYS//Yeq6vtGyTMz07gzEknii7Qo+Y6QZau/BfIRBE/nquLH/dfDNyE5hT4Lc37J3y/BHhvWrJRfmup6zL/S4Y83dqk3C5qHR/8M+EHMUbVprmGY5L+LpK+dKuvBDrZQSF+vbDmsmL+Rwevyl/X1g/PZtTX4NvPXz1DubsfwzJ+0Ef+fHQXo71v11+GuPMuOQxEg6Off+CTVlg/BTut3yR7H4dkOz6p8ZovmCz1Xgju/WX1/BNHPKGz1pdfhjaq1K2tsc79F9eqBBtrP08JJq/8yv8E2h8L56+HJTbUepX+C+u91qGLWd/Rf+8N8uCtcfkSpl/7mZf+G4Sc5olTVFwnyucHnB+DXzZqa8NzhxZu7wEj9r7smnBsvr6gulvTcKvkvX47n/my75f/oFlrXkXfhuNzL/7hzWvfDKJqsZ8/CWXe2ff4Q3uX33r8F/LnSP8vzpsNi99YVn2bk776haS9odhmWI9F/hnSurUQQ+0uHV9Kae7/w3uSWstv/808Dq2v4VrW9+EZiN+yDxix9/gk47/f8MzX4vmww9RfD9c2FdkX2qbvm4cUP+CfkY3u1eNk9Z8yeRfpHQaw9TDyz8g16oEZQ7rn8EGfhfmXh20e/z/Aka0TfObLhn3/l/9T1/lWWb/w5qXNbOHlrf/CBXq97R+Xav4I8p6rhPXGk3LHNhefHxy/4uOY58LJi0vr+HsvNjt41llKpZSx/8nnz6p38OlkavsbklepVpD55/XuiCuv3PrQ7mg8vJ49lL6fdfhvJn6immNtIxO7tOil/e1/OVfD62uvHPBp4I72uFeC8h477TUX+IdrwYS7Ice5s1MH8NXC9eCTWvSL3Ez78/y+vuGs3l1Ybmjw/cWykv9u42Rex49UtZjt1+Mss6TPcj//h28t6UVo5Zj7jBH3zahHnR/BNe8fX/pPLTcnuX/zYNOzYz20vcOZuXCV7vDzFfvXDPLmDpF739e8v34Z8LqxIPhKOvzPfBDl/F+Qqp68E83+Pd/HwRy4flndfhquWK48W7UQ6d+UWl/rwyS61L+HuZ4PPJl92vsV5vWbifNm/8LHy34Y9t9qSkG/smm/wrH80pU86yf51Qr5eRP/4Ist8pPJWlL4JJMv1+73/BJJ8v6/FXvXcGngkLlCxv6Vb4aMOd9/m77913P4cqvh9yuD1z83hkXh+LS+047H+/Bp4IRG5Yxfhe5/rpaxgilHWEf+CmXX+feXYxJ4mqzE7nTv7uVRy/60C+evddfOFY3Bf1c/BL5+ZvxZf99arwUZuk/quuH4LqJ+Ef69V5uaifw5hvRoRHfnNlTaDfhi7Pvcos+ml/W+H75W80snqbZajsGH0Jre6DTyGl82/D5zxJbyvkstbaziltkHW0//BbuaOqyD7fgh6q78Kb0+Slam88qX4a2UmsCzMEw11v/wVc5M3W6klflfj6pxXV+r3rgw5e8zHFPpA5IIf+L1p0r/DOVvFZvGQxfL/24KL68aWX4I7VB2OL8O5c/Nqt6+UPHu8v++Cjd70Mk6ov3+CO7U3hgGvhjqt2uVqZx0lf5f+svml8EF8hQl5V8/ufKkIMlQ/w1d7am46GEyzT8NL3v+F9a5IuU3+CL/2/w9NHhkaGJd5fqM///4T1NfSffqHOK50/HBHadsv/dE8n+C+XNbd4pZqhtf9Xa3rXdhaKyoK3uptf+X6/XL8NaXRf1RB1Ej//DOhl/q8eVL/z+/CT1b/hzPmvtCJQ+CHysvc5L6/YKp/FWTvvqr66oEdZM9Br4Wkyd7XZ8lmXX+XWkvJksLe/hySVv30Z6jsT/LK1/4vL97WurCmZDfOqrV9byy+vdiN7rX8EnNRYw+CIl3eL8EpZPKvWUqZsv/qCvzwDT37vuPm7n/zdU61xuFbR/PhmTh/vfh9IafXl+vzVw3dYvDda1xlY/+et1WGOK8bBp4X8XGz71lji5/4I6tLYLwrz5WQlXy7MDa8Lz/2pOr4aO5/L/rq2X2vw75uTCRzuXr3yZDcvPXhPn/Jy0+CnPDivb3qvBfe0qPLq0w/nx54wVdL8N8cq24R+Kvcn+rfgopvvvll/9y93+CPSlHcNd56hN9RtWvP/1YfDc2vr4ZxT4NfJzrrL/X/h3OvOcNlmeX4VL4zsEr5VJpl5H+Fee1yR5n5C8pYot8kO+ZufJf+lDNE+6s8JdpDkF7fwR7vwy/1uGuXHb94c3Jl/S6FXQ8/2/vdP8EF7VN7zr1X8j7ov7+be/z1mGJv+vDXl6/Hv/75/rrCtpyL3HufqYel/6+4NfDm3dfmCc3+CDe80dLVf5z7Ddsv+uEubFcuups/BRyvz3Dv2H5Zs2/z3HtrIH5f18E/Nmm6Uw+DDpLqy7mFw1E++/PzfaD2Cs/DdqlYnWMzMW/XWGu5u4mpLbhmLqRX89Tvbr/+F+TZYdfjUd7Xwx5+m319zrp8v+tBjDmm5K3N9vrhnjNDGmX9+uX31oMcd8Xpwzz/hgjZTsvwbeHJpa9DGEez/4b5twstmTaL/L6+oLsVZTOTCZiHwlPez3u/CetXiv8NW09aPo/ov/2G97q1Lv14JMV8GX1/BHJLNkWX9/BbebKV8pVuoZsFr4KTafGZmRZusGnhzKxwflE4ylfBZw31jtl23k/LL69YT6b3X8l35f1VxE+Fd5d/n5fG3T5gtL/9Al6rc7am/DEjHVNv0+FvTtv8NT2pu6ELDeyf/hjV4531+eoaW5Dknri+GqT6kTOdt/+/J/nwSj0xd/+CLesYXrhiH86ySufafd+VGAhfq+qaUl9fwQyXuVPwr5pLjdfDFxDwv15csD7aL+X4QkzlXfnzBp4a8uVjqJbD8v1d64x89Q2uJ7h+lsD3+HO7qG4u5//gk5pLh+F8vWpaZ/7Mlh1bqAbdyTUlwF8sn3+CiXVrPyfcVvivLnJ/jcrF3vy+cfrXwxfdzl/+gX7b32deP6f/gv3tBvpX1zD/P/iOGCyd3/Dd5vY+zP+X/XLnzrfVhenh2+5/rpvsESyv8Gnmpv/DeSWpqEDZa4JvD/4NyW17hclJxXJHixvv69FavDeTNY0NavBvrwVS95RPbXnzIrXqDDM18f89B6h+w9NMMM+/l/n9W124duf2WEnV35DLEvF+ZGMS+X+s8NXmTEYLS3mf/hqnt6/w0iP/+HsequluT2M4fDqHokGi6aXy/+CHvG1Z+Iy/vdeGr3r8g8W8B5QAAALxUGbYC/AenmDWoR2q85Fy6ffXmK8zq8I85IZCLTf5S/EeU+Wvw5VeL8qYdzn3DHL3HOUr233k0hteatJ73wn4Jqchk/66vwX8eaPVfiHNOsf/DE/u67r/Jw3c3L/rQYvu+9ZKtvf/4KJ5eN1fqDRddeC/trz9flWmr8My948XwwnG0W0cvr+C+r6rqOFZ4apL/nrGcRf/BdG6ern/KvBdtl+eKzl8Y+f3+HV7Nw38RWXaVr8M7rX5A7HyUvCXDC2XVaL/1Z9SIZv/4m+93f4dhfT/P5dLDW2YKun/wQ+J58/BHLA++X5fJgNPFSrpd5t+Hu7ceUmJfNa5TxCPwdr/8Myat8U4wRu8f/4Vlzu7n6/D/cf4ML8sTchW/fuCgcXzz6GxqV+NmTseNq37v7vOcMQ1IKQvPMf+eqJdn/15KW61vjcNPfMxN9MqfL8o3owZR3j8MyXHHP5/fWwWvROt8F9IXEObWHqZF8ZmayHv+dd6uGOXOHvayn1ZU1sLHXeX19MF3jbQM1Z7h3wO/gim0m+vwzefa+ULumv1c/WD8OXy2pS4c+tVf8VPnS1+C69feGeRMvl7PBr4XzZLr3rDn7/8EWkvKvDXLGphzpHTdCTZH/EeblMr16wfvL9LfEaPBB/L0v4Zq+/mBJOT68Sa/w5tvg2HDM6WWqd/BHXfWX/ewUZNWM8sKxv6Bfm5MmtYJu2cLeHZdv+CDpOXblM3Wv5UYS/qusEvlrE2JMAJzJ+/XrDHwvvjyfyuUXf8GvggtXebBtWFo5pyRsfDcXo6GLSUUv1fhW728KjjwsgzOhB//C+WSu879XB8wlW8eN7L/7hPx1oPq1l9y1UPXfzc2jlWyXpdzo+HJdH43m/I+uXpFKXnpebcN9Bz51De8rL+/hLzauK/h7j7PzL7xRy+WWWq8bp1hRxubiOVC6esO820ghq2N4PD7PS9XEv1+DCbpjx/E6fhAX3Pr//CmcvXisZq2/d+W+sL1LzIXJm88H1d6/Dc5ddfH9Yv8Fd9qb6ldWL8K3v3O2CQuP7b3D1PLxoGnk82LwYVUenHeamdJBQNLKOH3xZVDcsxe+G617PB23+l9Ag8vqZ6R7NLy2vs5zwmtL694fu2hH3HXuSUJGjHf/h7G2Xf+epIR6hGpo+nn8v9XhLpG5e3NF/rwVZvZXIru1N2PwzqaWozn8gvNjy//QIMN+STUu93x33l+4cPbEHw/I7WPzY6yr7c8es0YSthUNuaSJOgSS9V8bve7uptMtk1huv023D1oXRvRd9YJZL25OVqbseYfBBd+7zX1D6/D/5f/sEE/v4X0VLCyYiyLGqrxPp0DlHwYZpXcM/rMFjfBE9dxvg2jX4d7pS71ZIyuZc6/y/f4enhcVn9t0t2jU0g1Tw3LMV7g08NXDOV1+HESTYbvrG073uaXdcvNtWq+uD9T0vgwqTl3ifZsIqh5g8NL1Ded/DtK7YU4vdPp9RL1+Mlis3rXv5QW623fhfQe8K6+n7y4sY5/28vBLbE7YyUHy5J0jXgk8mOfgq1rdd7ncZfz9/whD0fI3UrI+X/hbFtZMa3CQxzZ7mwg2nsvxHuXOXa8u969oP5eEb5/8ucXOPOZQ8S1hCKZdVs0fOA28EVrXLL9/krr8P2qrq7tH/qXkGiBX/4ufJYrI/l/3wta1iObNx+XH6WSoJO2XNV4RrSueFz6veX6+gQZHrysvcoUq6rm+bvL/9C5FJ7+HTUuX9/Bby+bDaTOL8EMmL9Rfv8Nc/r7lv+COTP4S/64vLl4ZuzEvD0/Ufrye7yymkvyJ54v+Gyk/wMOCIfXjP4NvDZFXKnzEZMIi+abrX4W1kzc2MPDqWJtb+Cq7vPq1XeEV7rJhIov/WF5S7kvz6vyA1XoJf+8NyYRt2qFhO/P68ElWfFl/9zZ1+X13wV5HWkpWrjPrg/WL8tM363sRut9/isYP+ZEv9YoNPDRa1l/hpw+yE3HJ4ZvOqhxPf/+CSNNP/H4J8zc2+L92ZN34KqT7ueT9tk/F+WpXaW+veoL56xbXhlUamThI7HYJf8Efk3VP3BBNFyR5JeaOqZNv68VJFqsu8v1+FhbFJ6Cs2S8sJum16PHEjYrg08Nin2oPsUMTo0/aD+a4ae1VqfNfOQ4Ted/hrxhVCPtm8d/Xgku1wj81K5Ml/fwT9WuXCDH5cP7zv5bx90a83NT8EXJ/34Ziup9Xw+tvWlX/BFHqfhPw5h6mdU8O2/Ddv+ExfPl/jVxhf6urw3mzhD8mnDwNfDc36+3DCRTP8O7hnvEu/y+pl4q4ET39y0ErUTL/N3b+epJw5JGhRQ/l/3wrXTz/Xw7fCeqIxqEi/r4jly/e8vC0vPnx5lwfPp0v8F95WJ/uv8NXNfBhdSr5cfr3KFf/PXw65Gn+vDOk9fxgaFcv7+Cfmw2q2U3mHwYX3h/J/fzvGf/DPLjphqPhF8b57YD/4ck+7L8qEbxH/gwnpzILqqpsOqxFJXVeGr3rqS/+Xn8Ga5cLx2l8vfXi3/w7zKFN1/M+ssX5R8MzvVfPlyo4c3v8v/2CvddO5JJ91eFc+J8P1DfmMW2V/+H8yfOqOT3pV+GEPX/4Spt/L/hzu6tDZPqSH6fqCedTn3SqYcy/+mHeOL2OrLIKZ3r+SZ6/DlSdvX551+ev5iEwu8Sl/a89Yclr//gu0O+m3Bl99cRDOT4l/fhmR+Tnb4dl2fRS/f5+p1sOJFf/BHG0H80Gnhqmk/oZWjeO2DtnVZHvgr8a9Zmt8vwQ8OOlt+Fo17yZSuuCV8UQzgyGYr+wv9XC8t9u98E5Hy2qzvhN4Ly0r1rFj61ZPHg+7SpxjL/9Ctyfkz+KysaprXhkuG2I1/DGMwaeC8mPUfeTazWXP/lpT6r8FcsnXuS5OG/SYVvvBTRCWhW66ayZhPy7UM5o+GuRevsx5yPX+Go0rIfM/Hk34I7rVhfWFbvzdtmO+V4dkjROEvh+L/CX9bff4fYR4/mvFVv0kvhCtZNfDrZN/ov17gu27b7nb8M8VvBDS/D/waeevw3w38E28+S6/B+J0ImsbjrR/Bhqby8fZfh8pIwNfH4I974fh/l8Vh93Tcbst0rlhC/TFwyhlpCevBDjmXc/Pi6h9w/4yZqD77Rv5/vf4ard1ISPWz9eTLTl+vwvIv5OlywzZVz7yP1Yjd75U/hqQnur42Of/Du0HaRPLkqSWvxtdm/hvNBLbMMwl0df+CTlYWv18Qa+aaQ5KHaf19+K82Glu/xXpu+W7+w7e+rnS6b5fJArymoXw1jibtYyVRQd46Q79XguzesTY8vyVX+GPLupOvnE5BEIfFkv9+eo8YvNL8v9Va5fgn2qui2Ev/qDCHmaNj/N4uRc2/L/3hjkQl5arXWrr/3Dj1e0TwnGlUL/Lnw3myE+OxW/h2HBMGvn6x3v8v+uCW1q0/OZfX8E+GY+Wfdl/3wtZH08seh9g/zGf+72sv+uG7vF1SjZc//C07U/l7jyikOKVdReGqzr9XpYJLyXevwR8LacX4a6qvhmS+i/z1+GdsjM5/wrbzD8e91TGInvwyd/k1kyX/3XD82bV/hfEP1PXXh3OeDbw5JDRdjON/8EHLz8j2lPvK3VyHKfrwvWtSbeL48kt/+CiXL/Ovjvm/GSydvSvxJbr8Rph6TGdWv8L6kONs0ubZfluNF78EVaiuX75+vw5d/oa7n/y/X5dUq8GGrN3vU6ZZpf/ggq5PrrWk4MeDLtCD+QfUB7HSey5f/r8ObluV/Rh/K+COf/ifm4zYwceC+2Td7dfHXpssq/w51IPOPPvavXDV078G+l6x1Br9eHOf6plrMPfL/v5f1yy0NY03fBfe/M2phea/k8EVzr8X4vkf2nXhTV87lb3a8r8Vmt+G/Zr7DZVVeg63PkqGNmz8GnhklqrphwZ45r/58w+2H6P5f/VzIp8/OQ4vwywLZq9lHsf+TlaTp+oVJb5e3XnHX0gomOIL/l5yxfDUtB/56tF3/4VxpXcnvdx439cCv/hqf/GEOSOFr/AeUAAAArnQZuAL8B6v3DgaGMe/f4a5/mI2vL764Iygg3y8fQsx+epQnLwi8L+vDmnJ1nFYS9v3/gt54Xf1Rff1fj3LyzfdeL7kJE+Ffgk3oiiv3xuTBqvsNybuUb+Md/BBtQvo98kr5ZPDi8m9KX/wQ7zYr3SbTP5fqXzSX5fb6w7OyJ/PnxDR8l+CXoPPi4defl/9a8L3u3E5XYexoyVr+CK+rl+GZ89ZheGbU/8T2mskr8N5MJ9fWcZPfy3nbBt56+0oEPC5Shz5fuk6GzbJG6+4h+5CWZ/our/hu1msNRfN//j9au65r34ZvrlpH/7L/3idR5lu+t94KMMyb85V8Vii+Te0F93g98/zQDyvNr5fL/6desvwhnp6rTTeX/vBFKx4vz8Plap3a9Xg08ub/w5JV0yyX5CpR5s/hmsmW+mUK6/C+64Y/eUrjV/XubJJfuu9/Qc2biBplOjW//D3Lqe4dyHz1slJ/9AhyrHckXpXhGtKmcj+K/hLNkO6RRp/8M1zzDz1ci3912/vjfcv69hjjPsnn9cEr0Q+v/D2b9Y5Syevx1P68dWSV5vvcGvhiuTStPu6/jm/4b6qvlD7iyThD8EVX2Pw3l+qw7L3vRevDV8tkaWuQx+t8E+XC28mrfy/DPCdkalKyf/y//deGLz/d+38N/b8EnVcMv6+CGG/VRRfZf/UNVr9SCdxlH/4V3P3oq9/2UYS156+UIJIjIv3l15ZPwZ+HMaaOv8Nw0d60CHmzsfhTJdqfV8ap7n+xXhqtZbnheR8MyQ+erbFD8Ix1B++74d3eGck9dNfjL/+UvhaM9fjNPi/wj6PhmIce8HyOJnS5f79yeT14vqbHz+C/Nj43JflhNrGOt39eoLuMbkuXnG/BNkNGzVcUt+Ci7XSpwV5L6XxVLfm/w3yevtHMJHPf8ElUucA089Y89b9+vBPdO9qdXWXqGrgj9zwR379//BJbt3C8ksqVPfD+XUycVWrp1gAEtncngQH+1qz9+FauI8b7Wx/L/8/slMzrf8K1KxL7e7QwifO//NXNvwtN733lH51wX//BHz6sGX6/C182PepoH//yZpXXgn83fpNBp0HMJfJ1l2EPx33y8nnrqG4k//gkxmx+/BXn/vd9Wb1w3WtuM9zOKWn4IeeK6/CefdrJf179Zfhy97A84blY4bkhoYl2vDvTdSG93zNPG/69wxbvd9sP9p/+CGedeq8Fe9yf9N7vwrc18i/4jXvX/op+QaF/V8KkrebMtP8wTMRyb8E20f5WnfwZf3dS3vl/vwl4e87/wXza/zrnGPzVcwn/DOYk/KMirZP/8TuSPUZaG1+E8276/PWN9hey/6/56r0/yp/fglt6zw2Hw5I+dmxludTmVhzvC8lT4bxy//YKt15W8uXANfDc7ZPU8c7/ovv3ghn/78EW95fuRzM964Ia16/CV87Meqz8O11PJ8R/qf24fzjXf4V1G1maOpd5y3/cOtHVJ4Ynse8XeU9fI45dLXvVV+S2/L6f4c49jXwyv3+i/3cgJb3u/qDTo29/i915Pfglp7zRN9sv6q5N39zeXV4Ic/+rwvxfIRuoY3Ec/l/V815R38EV34vwYbaR1M6t/LG0i8spxORb4JpF+Ty8dMp1+Xeffgg28bqe/KrhtIgzFm/l+ndQtP95s1kWUA03ONDcS65f+8P7ueTT/yfaYOBD7jxoZPUGvgp1bs0MvPWa1d2Zf+sMVCtMePcrTVh2enTZHn8+KccKRHUj9ebivvFZCVNu3+G58LdV9spU9ZrVwVaupCG6KRM/vw3yaksp9Kv0/UVH8qfu+X/ugzJ+vkCpUc7K8XfHMjv/4YkQ78mGF453y/r4bm3Nv7Yb+/hXpuQjqr+RMZcPwn3ZO201X42SPTfLv3e5/ypQ7bW9XBBV9ofhPmtc0SQ38eFcDXwRSHVkzvwYXeKd+FeS/SzISmvhvIenVE3H6kz7glpO+bJPB+CKfeU4XjszHO3d/4KKSW8jn1T3w3rXvxuoN34PXYVitvE4UsI+TsB38FF29cMaJV4awh9Vva/OsYjMH5fXXDNnLl6h9G8vf/4X1N/c3WCPUqDBX//CvJb8OPauCQe7p7+X7rwtlOE/jD5lV6oJDf/+Ga15fOxZ34NPBPh33lKRnill/1wQ5pcK83N/wz1XL4biJsL6cv7/l/9Q9NHuPc35vX2SI49K8F9p1zNupxEO12kW5/58rCx7aiR2z+X/1DPd13C4Oo24LNqYJ1+CAmW3mzffxfmGm37L/Ik2Fim/SebP34brDT5f+sM8vCD2Cn+G4ln8v/2Lkz4+g0Xz+8F9d1J9hcs//i8ssP9bsevz18Nr9v/hq7+GPJNgnG9kHcG/nr+HN8fwjk1+Myq9c+deeVZ/ghvWPPwX3z/Ge1y6NlL/w7furn7sU20oLgS3/x7hryvOTIDIL7vv8LZnv5vXXCPjjH13hnWl3945kvc2Wl/Yd031lP1mwm8dqHP0OQeDWMeO/Ne6y/356nu5N9eFc35M1hluf/4Z5s5XpIJXzUfGqvgjnfJ7gG/jZf6r591dSorRljJThYdCv/PX1GHxeM9+4d1y9LlpQR8l+UypKeg33WQ/8N0sqLVMmvC3/wlkhcblfl/vwQ93u19gntu/Vfj4I6bb3K8t4feo/hbhkfd5Xr8qUfX+GZ86/wqvrPwT25uTryaVK8Jwpx9Nv+HepjPIvV+pPLH/w1jhWGvX9gJIPo5d3yd3+fGH44n8v+uHLe6ytX/7KdmdmDPw0Sf6/POavw9zYTCNbL8uL6oGF4eyWvDWylPxjMDhwsppTU+H/N7mn1pzZMLu9f/gi7tRx8Jz/vn/4WrmbzywzC5RpJcf/wt47GXw3Ntv4SefZwd0P5qN5xX4Zp8AnXD45//wYV6R8a3fa5EYLuKfD136rI208H7yP+G6r991T7zy/9YLebrc/+/BNzby5qn7hybj1Rd8MiZC8nWyhQPXRfBFL/BXhvR1XDsWW8T8G3gnz2vVWmHwvkze+XBF6+T/Heobd/DlqJ+v9JJw+kHWcl/9Q5Xes3Ih/vwtUxf2nbuPd/1hPwtDHY/e6s2iCl/8GFIuQyJFTddfJFzkFDl/7xHD3sv/4cybfKHFtsnv/7rWvBX42g3aSu8FeHOe6/RQzPUi/W+yD6sr/sShT+DTw8Tm8Ir7L1ZcMw/HxUWZw7GhEfPr+EHnrwSL7auoY5sLZyWa+RzB6tdYa5/ceQLvKXwr5H3ntUIE3zZL/8TfVJ1/hfDu95h60u4sjN/vfBBzNfK57l1rDyzQ21W++/56/kERptoZdv4LdOpG/L8IaVzfMvly18GFN/hTOc7zVHO/4ILvzbPN5LX4dnR4avf/d7X7ubvy/S+CSnlW6vDWampZm9Ycona6X17w3Sit1Pd6xq3V1YNPN5e/CfEOedf4Ja91cbXl+P6rOUrJn8EM/9v3iFi6L+uWLuYnU5Gzf3vPD43myWn4b6PO2CVNT2+GE/eW4NLz8NOkz8ZfxRL+Gerr9wLdhBOAvhHL+fM//z1/G/PuX9/PVaI1f+HPGbCw9Nr/X2H+7vvNLi7y3/w95ty3rDvov8MJYU+8Gnk3vL9fgh4z64X5szdeCInCr1Zf9cPFRceU95kl183yFl56nBiKHHdfL/XmpJa8M7z44BftDVP/7j2//y44y7e+Fe73JHi+jH9f8bj3Gx3Zz3mfJHn38fNeMV0Rf5qnHt+CbL5tVmbEB5QAAACpNBm6AvwHn5A1w4vI+Ti/58uZc9fXq/5u0XJf+8nDLLcv/esvwxTvnw2a4dv2f/BBzngm+Vd+90y2Gjm//BfyfWl2XhxcS4/NZT+vDepc1KJQzERF/w5zFFgjfaoGhYFvXgokmiq01sa1wS+Oyb/Zl/Xy12vnrKjI6/XhnjNjXUi/g18OeIevCLt0/420TSE7PTrsbt7qG3BNRaL/1vhXCBfqv6+nqQYLPrOen/9T1dHumgZX+i/X4Xk/mnrs4Q6fPXnq2fPnov1eoKcXfL8t0sWX+vDXPdf5dSRf+s9XMTmd6L9vWFuqYRc6tNHq+HKaLMok/8K830V4vw+ljYt/go80VOmhe5Zfelw1n0Vt2KTtF1et4NPFcv5v+C3DfsRfsjpvrBDmdN+rwWzbtVrsPhrquX4dTZv4ZysB6PX0SGm6f4b07zn8PKea8F+74zVWq0g+V7//C/TP581LeRb/w3zcPUxsqY579F/9IOQoKv77lh9MgJPx+G4v1+RY4NuX3v/wXcZqw3yvWLL674b6Guv041LTbVL/1nr8945teXm1/nqslZFclYNPDPVVIpOcX/4RvS26y014Jr3c8emyi/v56mCTZE3B714a8/Xw4vZOfhReUv3+a9fwraqm2ndQk7g/8v7+FdKK8v1WzT6cxclF291BTE8J9a8+jinT8N+XqzlEjf/hvWXVZnkk9/8MavutfpsLjgf/4KMlvvfl+G73dfOHzP/h21WbdaSdWSZE6jqw9LqDcs//nKq9F6vwZ+HKqkEl4SbJkCLf2b15CVffWG+2vflqX78ElVtfN64bvl1ZaK/s03MEH4K/HODeAcfqYlnTuw/e/VrVYvmD7I2/wUTQyxvd4VeCbWTyZ/C8Mc8CxluU+vCLWHy/64WrJug9uYz0G4lfw4hue8S33h2K+9O5P935Q8EHG9T/w1m1dYchidf/4c1rKg+2g3KH0aKGm+HIaMqPxRsquSH//BFTP59Yg28NS32h6L28Ii5Q0RkoZed+CPwlywfmrr8GGzvWHKMoZ77Zv5f+8GErrlMvbwTXKx+X1/C+8PUFmGZIS/DlK9l/q8F/c7LuW8wod+9C/4Ke2lPLu1yy/+4V5c1iaLL8oeGIJghvfGwyKa0GCKcqONq1zZNyT55d1CFW7Xyx7INzunnsoz8P4XSakhRcdpfaca89/DMkX8K3n+tZsN3HV42v+CGtLhl/6x1y4n565e/L/6ntnDcc7/xPSc5NvVsvvbn4NPFZ8zfrw5m6WLU8K+/72YK7vS3vf66/db79w1rUx4sMqUx/f4JdjLJy3h7zfMPhK1W7/wpe5+Xf4rLH5fhi5d0knr5eYa0X+3w3jdXX4eTzv/Nl/8EefNn6iuy/3qfb4b/wUf5e7rwYZ1CtV5fUOdzOdkOw47wvhyS2urDM/7PkYsdBq+sNX04v4Y4/+Gdt60CDH3+t1G93DNTbq1dKauKRGBYuTVdkQh1DeU3S+GPLKbtOtfu+zBX4Iq5eUW/1l6itJTaf714ay5KiWGWAgyvq0LcE/z4XL/fbn//BL0xW95i/BHD2TZmDW+C3Pl588avJmx9+HO7weHV5vDuC/jZLN9F99U+tVD3aX46+bx3DeBPylBPpPPTwZ+GiJjeO+ULwJfyxUw5Fdsvz1WrtIf/DmT0l8a58riu+HtZ3zv9z7lGuesrG3/e6heoeyeXI6p00p8/4Zx7StUeii/5cvNjI/XDL7f4L6vrWrCy33+vDl79fbu8vr+evhi/P/ycmjv/ggrORTmpzCjOa3LUddUmUEn3/qX/rJ1JH4Krl94r/Ku78LcnklvqEl2H/+flXc6f/ifPZM311cHPir9eN1fDW2764ydmRfk8Meb1J/ED1aUM3H+/JJnl/9RuX965e/DZoIoHR8M3yf+H5v8m/c/UOSU/l314Y8/4Y8vklMiJwb+WW9fhzjHrcM6kF7w9fi+H4dlWX9BGpUPZbKkbMqG6rQl/56o0l6L/89fJZxSYHfHR1o99d6jhE5f13Bfi/y/sskbo+vJORX+GbTVV+mGr6f4al/X4SPNn2X/0wVc0Vw97Zv78J43V72vhfqtZm9PObfy/v5ObE/nr9OfPmzSl9b5L23Bt47c2NlubLxlwN34L6Bkbm80dh8iMqtoOv3Pg/OEz9/YOvwvN/uiXDVsf/PVTw/J70r33gw4W9vtaptSp/8GG5W66r5RMso+Gf4X8vzxWKb6/+Cy/ch09tvWlik8Ed1qyDXwx1NpNYXgk4diLa/+G8v2dRlLj/4zmydl7qkj5/S+gX1UmM5MjullpAsso1/xHGN3yb8NXf1Ne37/0+6CuHfc9x9SOTKH2CP/C99pVkLxY5E2kf+GpNr62w8uM/yeGtS3rDN5l5z5fevC1R5n/LffmLgh+NnXhjaN+GXS9vlOn3l/+wpPs3TL8LbWeUe7xj4Jc31jFPoNPPfKihlyvXnsPDdf68NVXgjGTR7/89fP1mHvgihjb/sa9Qvd9a/jwS+86T105MsqrwSaSzC/DRHd5izykNf8FxZPu/l+F+f6rl89qcVcMvwTZspZd9+C/z5w75fh//eFvl6vL/1ierI21fw1a3Y+5D5l8Gvhjdd7wXODCobh2RZyz7+evDtJf34YrTzk1nECPIm8fvwvveaN1DnW+mTofXqLhTT/O1+Ujj1VmfDRU5cbgwJ24i6JPrfFQ+98/U2xPwVybzkrl6B4/64ivBFJ6+/BNwitJs7fLjfSK4Br4ZJSuqGSurRf8ObvOr4QcvJ/e+DCML6b26j8TtRGQk5RVPl/+gvUjd922xzX9l/98vv04LJH9UlQvPsq8tkq14Zy/WnN5haei8E+fN39fghn3Xr8TM+9qv5b2nBr4arqpkp1jkv5f/c3jXfCnJ+7ri59C9cYl/1wR0tn3r8F2ZatW/UX/7FZ86n/8FU90oY4f1N+/Ccu7zx0X7/cX/xWbKKdl3T+Hur8b6/6p0ii//DM99Lb942JX3dXy+/4cvTrx6qQcMFXvXh3NnEP5sLplVgKxwn3m/Br4Isv6/DN11RluUJj7NFJG03D+CLWWPB+CzTvpPmkuH4L9S5M1x1ZTGyj77UfdKt3+I2ibzzX+uH4vzRxuT+a+UhJ4Zy69r82SjUv/2G5nSxXcZqHW+X97wrdW1zZaY/HefS/+Gae6hxctjs8//E+aC9N+iEaDYvp6bQXLu97Strfh1DI8Qs8NSy+tc3h3LMv/dAjzfOL8L3b5jdVq57/4VmjfY8p9+uH8EPMgG6b+Hc0uYWDKq0br+BGfGC3+F761hJ8ixxf/4ZlvNfhqXb85X4Zkt9vn3CKHl4Z0pScV8JPbL/4dvrPma54qmCrdZ05yRwr89Q92hD+I3w5yf4IPLlW50eb4vNzbkucL/JSy9eblibAal/q8NRzm/r8f7/Cdj1y/8NVnUN2Kvb+X/7NefH+CCbXWS16W6/KsQuxy9ZfhmntL+OhcdX7js33+G5szW33k2vC9bjeNoqzmzoEdzPy/T7irufPl/yyp8+fDdOT1+ZcI/uelfueP+EvLnGMfJtVXhe7TJ0+ZjljWUniE8HC9wuTTFc+cWN9af8vnsTPXKOy3FeCIpNtHjX4avPqr8+TeA8oAAALXkGbwC/AefnDSwzvu857L+9uN6YRXTby5iUz6/0hteTIEX7NwlPEumCy5B8Lc2Z1WyD6z//ifHI7dfgj264gvBHnZazCrwV8tdTecsJW/Dc/+VZwmc//w5ZZNX8kCO+HfLTDbWZZPIzMX5ZmCLebwry34Qes9/D8MNkF564Zt3+DVfY3KxHper/IbPvwQ/Ccv/98jxzdi3wzuaOvpVvdJsV9e4MI1JPPhzWvxsrOL8RmbkimuX+XwT+XLtcvwzvdfILlB9r5rSyZ8FBCf7vYfZW5ju+8FG7b1GnPwrxe1U+f89fyj42g+Xn+usEVqtn4cx+vK+R+Zn5+4TmmQX+X7/DM/6vZVvjhZuaDXz1/hp98Na1lQgnMTUn/+Ga7RS1TvvhilOjy/2+CfN4XcZXX4IOba6RMWOvl2YHlv4a561+UHGelh5S89eHba/fWH8vFdiXLNt8XlLM6caexpgkerP8Etpd8/w/BNPHVUYp+/CF77VarRfJ+QGFNu4geP06Af+HKJeevmUtyA34Zu919JcfQfBPm/eM4grxNX3bt/Fb3y4H8nyz/HBp4uq4wv/hy0Qf4OcQhp2PvXPVIIvBJt//CXmzPX8u59Z/grnfrJ0u99fhackVyW76/hm4P9xyu88vk88fhnTHRO6+CJ4Stq34IpIGPbH4IfLlfgklwubmX19wYbjeab25c1GJ3eS/8Lzf5cr7BYctP+Pvfe/DT1a4KYYMn33zNa+uWX6vw7q9Wq5Z1gMbiP1VGSr/k1WDYv6fggvrUuYe+2OJJ2lAUbxKrJHuCfNfnwbWD8V5ZVKXYcvvCfKxLnrfHeXLhl7zZvVwQc/XO2+brHf/63UFW982BR4O1NEHxn4IK5vWS6v2m0qsizv8v7+Il7G1vdr9SpXgw5uoayvqPCPuF2x6x3+G7xD8mH8QrV4Jaj1ZpM9XSOL8+CgTlEov+CeXXjihno0/ZrvBDvdn4KZDcrVe1jEoh/nPwv3KOG1djrGD84f/r7gzXWF+UNvWk21Pv/BDeaNxL/3gqm/5Mxmu/5n6uPhKZjvfX0HtX7mdufv8N6zbX8KcuPJnm/d2fhfn04sU82Ne7gm8dh+X7/DEcXjivdh81yB7J/X6ZvLfzUq0X+/BfFYbeq7t7VsI9CxOP5f9cFFsmc559vwRyZJvvwr59az75qM0f56+8ta8Fdd28uba/Pwt3c2+6l2//hm78UaJMf8GnmmWWn8O60ll8JPK/jIYx3okx7pIHx+a1Cvw5iOUm/IZZLZK1wty5Tefc8s4WHfbQ1B8DXgl3W++vzXT/m6rL6efh3cQ8trkbdaAGcedtn04tsvv+CTlkfDjPx+p9lTfJtF+GZS6V1P9l97/5u0vy8kPwzmRPqVSNiH5EBJaL/T4K5JfE2Obv9+FM2lFt9WZ3vy/OVx5B2GO4waeGyXev5qh6Wby/rv+G42ZfX50NVUX61wzxztfR0GO9L79qCGenOVF/VXBfrUcXZ5QYdt+/naN7+GsXzp+Cfxiv/8XkkM9jRE9NF+3rBf3G+Wkq+VbCTj8OX3Xz935QuaNN3/grxz3kO2r3z14rl27evBhn+qhm8skcNyT/4uZPt7Rd+IuurytBr7rpLwhurSnJYW99eCadStvmzq8VnjczN/wYZl0mc8lHI7uNzbdbaSXJ8nhZkJ7vPlF/3UFHlkGMkq+3/PUMUi//w1eyVfhid7HL/V7zGV77sX4UVob+9/wvd301qVNZ+mVd8Gi6w4Ws1FluGZxP+ybvL/9kz5ryXJX+FcO1Ox9x9mvlso3r178PUkOnWTeW4JSwbxhy3+X+qsFlTU7nrtz/lXhyT9fLJhGpC+CiT9teCvDuq1krq9meq//DVMwI6fGftMgyiJvwzfVVh1JnQXp/Q/LVL83fllXeCEXmj1Bp4KRWVi+29q9F/3w1z9V8pw9SX/BTn6eSHJvgrz1KNzCYfwz6fphXeZdtmXqao13NN+u8MUp8x2m1tsOt55rDEuq14MMbXdXVUeGto+X63w5uYzrOtjKD5f6qwnkfUi2d8v/WG4Y0efWBFcbo9M0bYzA5f38NeXFDzi8wT/+GJ1K8zCWvz7X4JOHZ8vEPgu3vl3F+CObFXB+COiV8Wvy8/g08K0iEWvTdSQD7+29//C19smO76qXlviYT9eG4b5XPv5D5Ll/+wxWlbL26lJE9yz/4c8nX/LF/hbmuY89ar9wwl3b8GFVLvyxyhjPXE2HYu5vLkK/C1rfkevztIFWdq164INlL7rwm6tivyEQ7Ftv9/ggxhcda8998KLr/feH+X7veNZdf8O57+epzkhC//hHJN8mxOm/w5GV+3850PReT4c5XyizpDpHDn/huQVatqlZnwaeHIap6/Pl+aUamviIZdLrPJI1f8fqy5liF/NOmamvPX23PGgaf4Jb3zeRrvwzDVT6hl3Ddcl/+E8me5ycvv9gw415tvVWAbnT8hdLDexrwTyw+S18QXhmPr/oY4f+X/rNPpPl8JZdvqvwrVMaWYNu2dIeLfvHOcHHrMpvvC3m5V+XGH8NS/vL9fvgk2lrBo/UPVJFY1r3fKWb4bhpYWdX8Vky6b9a4V8KOUNPcxfhL01wK+DDUYl7uv+cdlteG4r6xxoIibfy+/4mf5enStfDXnX77JaN1Et/8vd14JyEeV+q+x+Qta/BD0nb9y5/hbmyq1XzC5Rs6bJ36gn0iRvJ7FeGaV6moaX/xvJPCF+e7Hari0jh6/BqurPX5jUJtP78NV175YMHfMKLwQW1I3eSJws50HmZvIa9eCyeX5+WLTWp51Eq8FlJNFPXWNOXjFe9UqL7r4Zz7eDPsdgH/DZKyZ46U4eGZL/4sq1nzvwQd15fV+U+5aw+2GAfwt1VJK+YG0xVgX6cbCnN/YId1wV4b7Sko/d/4NPJiOfz1cyA4U/+C2STuzuf7fh3ClTQNmdN+oewBY8oHzevwRTb2/Cu6WLd2HwS/HuxC3BxPDM/vXyBw6cPLol4c5Mqzw1OZgv+CTqsY/FXzyN2cr9eeo+i+V/D1qJfX8Oy82Te69W81Oo0RdwvHij85fddYe8uXck0WtWIc7/l/vydRplL99YIcQ+rm/Dc8Ovqo+UMEDX1+Pgi6nnB+CDe59+Ry6whflVL/4fzY36b1qv50cO5211a4e3V5mHz1XWYTdxf/gjpw1Tn7XWH6e9K88+Wzm535l/h3PG63NKfNSO5P68s//z1Sd1Bf5f16C9Xfwv5ZzcP3ef906/hve02as3IHiXNL5uW78E+WuTUnt+Cusm+7yXi9X4YzbCakPvF/h297AXosbQfBmvv8m7tL17L/6uTIX8Xl+9tflkI9156+xz86L5Id9NpMv/epRX4a1Du9fQx7af/L/fnt865V7Uv7+eod7pw5sHCHlkWErycL735tWNvSa/r/wttElt98P59DPfk7S/xJD/vVcGpfpPwQFqqDfcjZbrMLfhnahkNXrz2n3KinFjIq69Q/cV+W6i9SpkPtNn/wvN/fdTjoehyv/4apuRTr8wiGb3N4hXgn1Vk2tyC/BR3PG0S/Cy/X4MKr8vUoTnGxs9ei+tJuGuf+jJHo0zxTcwz/BRUk9a9fjrZXVspcPfovv3hDlykXhZRM5Qt8v7+CLlkrAGvgktp+VeGdXqHOs/68u7vL/rQX2lO2GPcqYQHFIaXCf/z2H5Pyp/Lfdeev2ZZxy/14c1q5KxP//DnJ+vvMPEN/F+TZVVV4apvrsztn14KfNpG+llpy1vhzPnqPlA8s8P3/z1/Gk1YS773fX4e3vn+tcP8EX0b4ISk/cg08ERMIck+XW/LEEd+XIz3zlWyzrX69215fuvJ2h22u8EpPGvvOaPFOX/XCutcnnchxf+8455C/6lhIueGOMuA8oAAAClBBm+AvwHt6DjgCKX/6rzzNk9fvrWpS/769l9OloPwpQf4bprkuQ3zwlf+5l+J82rwbeCLNnBfnrDa/Bcn4kvrfICe5/hRo/9pPL1HmhF/7w2UYWEaWTo3fKKkVso/hrJvFUpeGe1CB8nD/BNxtB88roM/DUjgxteV+UrBmLaX9OsK/JCsOnD9Q1nLkRVi68sil5fggkDpsjTdJOG9KTOEllWdPsHDhi6Do0Rx5Mi9yqaXggykSy+Z69FGh2kPH2NrKsEOhFo7L614c7u4ISMOO3/9cvwvrVzranLHlO//gwqQnpvqYHjImf/4IMskqZ/eEj2ilXYxB22hBBhBuTpmQSkovgglpP6UbsPPykFc4wZFX3hhf8//CmXJ8kqbsg75rv9XL8bfdjD3ve0f95SC4avqDsXJq97QcNlQhPxzzp/hfGsNxSDZFry0MmYf2uGYtuYfaq+Fq7P5MJvOF/UHpZ+wl8bSzz5eelu1n/LDCado5/4INI+Yf/UeuXCe9n43NNyu5f/sOEJLacfkeMav1wg08xRuAx/4KCVflx3vxpRujme7aXN92q0ZtcNHFM4oCDJaJ94fiX1UNSJ+HY/F9OcdD7Qi+v4fy9dZdy6kwnB8NxU6GBN75335Yf4Yrqe0hrKd9/YfLP43e9a5PXdN3OccDKzxKQZQw7u5f6XXq8NSDTUEpxz9Wj5nfwlL3vmbl/rw/PvIazqyWdctGBZ1ECc1vlpP4hGs4b+CCMSnJxmHPTy+Gnu+qjKfpFmR9fyl0/nJLjWv/wcPXP6Q3DK1H5fBHa0yjAxf/cVrSP/+CGtVPfhW82b3KL5KwxbjL4b3WuMmP5f/EYNn7ivNmXn5vBDd3f1+TP7kL9a69Xgh8uOfnrCTzC/0X/3DlSZLRS/LWsj69MLHenYlnvqStOtr+DfwmTVO7/isvstN/gimzsb6w/do/5f8svj1wj+c+L3afP/wV61yfDbJjw/Pw8bX/gl7n0jLbXqjE6l9Aow8eoPTn+vBFDVlerfhWunbdVpQxxfL/uoZk92VDDOfx5fVeS79eoVwle8vdfzVRu1w/+Fi55ckq/BG7izIKwCarqHgz8UQq/4b8vBB4vL7n7Sy9bqzDG4quqWH95cv8K1pb1l+GL4zB/+HtaSb9zbe1Zt/+CCqrfcmfBPMp/iXf6sfmt2q8L2ity+9fjU9iN6D+C3N+cNrU34LqrNTK25+GJDq9WVfIH050sv/0HM/14aW//4Z5M+P2zcxfl+vsRCr3zJvf4XlrxhZ6w9LBvX/4Z3W34Q8fh71P4ZyZr7hy+jX8XKvSXjKg3L/3/u98vv7hnN2tfbzf4bqTNWif/4K7N7VVrV3Hw/Xe1K4+9V8spgf+HLrr5As3HCr+K7nHpfT+CWqcVK+Oy+/4ntLkz8El8vYvwRcnncG+sIS7eaPSX+evoSnv+CMXjZ/yg084qxPWMTv/wUV0lybF+GPCZqJvOumHtl9eJ5y7u/L+94KOFXskR90esvr+GcuT4uG1sZQecSlH/lrv8ENV+/LpNfhyXesvteTz18N38eCML39hzyxVcz/+euVwS+j/hfIRe+aqx9lz/wR1ai9+HtKfM9qpL187jE1wa+HOW6/ZGG22Gfjd1VuPOgw40lfE+6+OuzbEf4av/5a5f8IX3nLw3wkz/Dfl6/n41n8LfFZcf+V3D7fk+Hfpb4Kd5qLRmdb9PMZfv8NZC7+HzAofgVwX+LrpYTeVk9x02d14nJZerVp/X+H75zUjHLOVsW7TrJkvT/y5Of6L9/haP0+P++vznwxEn4NfDGkbO91OHpppkDygiFd/NP8pL4b8vUg/Ai/qeEm23aMmW+uP8L2iCa75XmdhyXq8h/9xx3/nu/6FnFJz/wrk/pn1TjxX1crD993+COq+sv/dG86/wvWsn+qTSjqscY64hEN79wrquXvr8iZKf4IvDcipfgrnl3n9Zzgd+8K8K1fhu+EZY76sJWM//Bhl+bPhXy6v6L+/hrU/1ecPBPrH+X/7DMN+0F3kZxTDRP//hibK1fUr3/19l432DPz2f4bnWLz1+0HO6/hju+PNErulMhHZv+luoV6hey1rXwhvTw9r5fv8faHaE3u1hW4OTwh5Yp9cPZb+CAju7qvPfHfhJ45tfwyWtNVM+n+X/1BJuf8Fl9/wR7vyy/X4e5Z8kXlllW4Q6NMDod3naKV5+vkNhqL6NvTBt4Z6bqR0gfRf8EfddfrVeHNTeY7UyaWleBPu0S/X2H/Jmcu7gj6gf1/4/fwQ+Xsrz+/hvNXFvrVF/fxs+eFXGwTf/bsX6KPcaRRYS/QGrhbBb5fp/CvKxqF246/kJQ5FT+GZ3YrsqUs1UYMTPxhO8yJf3rF589w0u1L7/heanl375ucV/he2vtt4WE8dnP/wTXlXrVdfnrnk7vhOfr6BN3LmN9sg18O0nfaaJhfuv0zfXgrw35vpXyt5V4buerWzCH1o1/QK/5fX8EOraufhmu6+dDm34X3HmWzEtfjWZn9/Ya4hx6kgcWX//LLuq8Nb3ao+m48/y/30GqUy+bn2Vf78L8bjHhZkatfnPBrU9+EreucMv8EeXPCDXwV5uvx6IXJflvvci+/wvfJMs+1F+H52ccv+tiuq8kl56/OHA6tGi+/4VlYJmqfBRFiQP/y/74+Pse8xS+rRPDt3xXvTVYvlLIw2h2jSXw5qafl+5n0Uv/eG+ouvmD52u3r1FZfdcvl/7xfVX1+Xj3T8E/Po17zRYfDGOaWZnYTxWOCXIGZUwk8MeDbxHmknn8K1T40ucsb+j/l/2sOVTpLTw/PL/wYS5e89rB3uDVCpDb0/l87fiK258/xflzLj/DWTdfkXkWXhzWbr5h3Gpx+C/L39yH1/DuG2L/Bdfv1vl+E9uVjab+apM2/U5IP659g08Em99fhwqp6/VVl/XsOScifG+QNWg0z14RtbWql38v+lhzmiQjL+Mi8vS13gi1F1IL8M7rXO8i3y/WuHMm+dkBUdmpwRdsfheQ3uT+v9IZVl/6whknu75fKnL/1mh//5v89cPRdTQl/4ML5oNb98NLjv/EXXyozn/gow3o+9p1+Sq4NOgReGhWRfi+f3dr9xteH+Gc3duwfku8vt/h676SJ5/qs9SjKQilBzXHiL8Pc5EN+usxOqdfm1MheHRLz18bG5ou9Hy/34jkj3f4fzffGlySy5TmUlS/8EdWrv+Fubqu0VM58MwijQ568F9Lfx+i+dS3OFfgole/WJ9j8LW95ftuO9DG+3C/5vG1+HLT2ln6bysg+ZlQUfw5ungm26CF9eCS3mYKn6K4Bn5yLHfXo/l+tXPqpO+Zgqbs9F/tySXy38PEkl8Vz302r7/rXBEVzl6cFeCTCXU7yvwrcd76dyC+NcwS8v9+E7jDYN1Y+yq8v8u+X7yyQX7jjLjbLyjJPTXsf/4IufG2rwrtFE3SPLdfECg9CneGkX+XB/2i174IKVz+PY5HatN/Wd92BZItR/wRXnhcfCvkm5JXrD7av/w1P/XUeX+u+A8YAAAAtnQZoAL8B7l99cF4axOkYZv+7tyvv14Iu7xa+wvzYvGegzVjP/v1Bfwg87b7aX5RYxE8I098I85t6l973+XuTZfXq3x2Tl9/wn4RTrWbLL7k+EuMljG9L8b5vkzjOqzEvm1h5hQaz7/4JPGfGT8MV3WV9TbGgkX978Gnhzw9UX5VcsPgw8sI77eV1lQf8bMwX3aPqIzVsr3l+r8NOpDiXEMnhjNvyvsLS8+d5M8KE/luu4aX+vG63V6pv0rsSvPf9d4L4xSv3R1tyeTtVegrpzael3iolD4//wvJJPc3rF+UPMqYfRxXpF/fwpUnLvcal2eG1vfLL+/he+6143wwlEMCVD6996eGZ/D721TxTdM9Bwp/4JM/lOV+HdzfCqv5GKeVPkZIGyCVGlvjd2982bve2vysUJfggvfGpGsvynlG9//5YzY/L7/uf8GpfevBfcuvb5x7DNlKPF9q+H4TqTuKXnevN8XugQPft3+pF0v0fuJkP/BFJrl/h+CLdfn4IKk6zc/b5MFHwZwYWS5f+H+6zub7aqEvX/mFsPrgoUvv+CquksmzMzPN3Ev7+HPPquf/63sKb3PvXJgzR94NfhWpqLKb5xi4zBcN8E6ST5fdfC/P54+Lw90bxeGl8nL6hPeWbKWX13SBX3b3M8Vn96d3rhXGvZxnuoR6HJq7L3MKj/fwzWJX1MmxJmJ/+GPN5Ok1mU49jPD/hiq+kcva48WN/WuCu73d3LJvVcrzd0QN/Fc2Om+/DVTZqHJYX/k8EPVcpPBDWvVesX4IOXLmNitkttvh2w7sE7MD5fq/GZl77zr5cy5/NfWX69IOzRuXH5W3j6yyple4d8Gpf38F+9494k1HoRwT+dRYfpDgr8N9U2EOLzTb/8OaukuVWZrUtihpb/5p/0/cf5byw82Xq4X6uQP4l9pixDYaxYhX6D3oMs0HbL4W2o4tRKyflFIjNZA+5X78ENS2Haki91F/+w1UkasPhlaiCb863y+n9HlT/GIYOSn/L/6gwvnkuPL1Zas/y/b7YL9KbOSb7NB8OTpo1z2lkVtAaeF/E8N5y9hJr4zw44fDPangv9gzoe/5f/cM+NSd8/KKQ1aytJQz3eN9Hr5OX6e8FkvvTfbXw13Q2fHJortI+fTdQu87Qo+68M3yLhDxyr4fvCC0fCaWWD8UN8XuJj5DGRJPM5j7l9L8GEmDHuHfKLm5gBHf/QuGku6X1+wX61nFUPLi6dbv/9cvwvus3T/f4euKvBBtVcx1+X6w9JldbAYIfpcsYr3Gzbx7zvG0YlOnjVMRIT05q1c8t6ap5PNqJcfw3DRpmfnisFq/ufR2Kwz8JVLGPYfWX/fBDHO2dJ2+qF70pev8ObUO4gjT/DVEs34EO8XtfqFemkpJ94T/tyY6/Bf5pnw+TIJRwPHuZjKnrpuDPsLyyXl9paUIPbj/wSb1cfDmFa8ww4LN7960DDiu73X/D+ZuurBbUu7u7y31hrc8cZppNn/8+r95FP/hjuRuazWvlchl27drXG03d0olYx9ka5rrZ/ZYuv+Gt5oy/LY+8uvcFFrV94vwrrVFHF8wHXkmSE2mfv817np1BhV4Rf+cusfpVZoGdfwve1SNI5G18CP+Hv/DvlrUMverqQi345x7X+C3xlMcPTJz8d1NNb8+dev4Zk+ksw7N3h8/bil918blYV2y8uXyy2hmpgwHkTw/aT7Obp4NfLebfyT577oFue6G5fzj4Zvl9eHel/wjuvlvkb8F/VJX6zKj3/8GG51+1bbw5jPvXDda3btpzAoZb3IF42SPtJq7t8nu/zoTF5x1eK3aw6Vn+G+0liyh8ca/14b3P9fnlmV/C/lqfP1huZfyeHry1J/q9fmPhuV8/wTFP+TyfFBp4cJUmSvqfTT5fS/BDutn4W5tqvB85yTfwWcO8mX3fJ5lLfh3LtckfDfBfDTKYMP+GbvLFfDlDhmL/C99+eq/IFFWs2ofghk3N35cuu+L8ElN35fuXHv8E+1Se92X13sEFMvX5u7+sbKrHqfF4Yw775X3inF8//57gZQf/56thx0Fq+/+GcuNWt1dllw5F8G0Kg08OF4zOr885x+X+rwWkiH5f9frr8GHI56dV/O9fhrPmv3Mbv4V5eX/OASPbF5H/k89yUOI4foevC+259K/DEmNay09+evx81Gp/L9LVhW9W3uvxv3l/+3kZXIX++j1/K+RcG/gl0rlz8X4VuXI6u1+L5jLlyCX8OUt1PXGyD5fEXfmZan61XnrKtNn/L43T4ZxXqWeTf+GexBoppf4aW/XmxqiuBPw3npFFkolRMMxcfIfL+95bvg18tUi+F8LZHG3SV6YQ7aaJREF5JdYTeIvYvnrwi7VuFPXgk4hhKKvCVrJV8zPz+momn9e7WS/hfGsfaFajMqH/Xm3f8ORzvKljmPHxkmapEyBPl/9RcvoqLz/L/9Anu+fF9n4W0mn3eX2jIYwL+/cL5M11l4T6JFH7QaR/3DCZq/8Xt15rBr4aquvlpWn9BPdWuX/D3G5Xd3xrR2K0ZMwt/8EuivqeLj0H5t3/EZ1+f9+oe80Bf8VtZjc+5h9x+X/BHci/34LL7XP1JnqvNrX4bpnX1w2vWYU4SamZfWlcRDGRuZ8Xv8Et37VcqL614ZvBjUOPOkJjV+/DqXO0I/4iT+nq4NfBDVcX1l/W8M3l1Wk0t/rw1fNjjzsAg0q//8E1V1pXai/+5aWVEvRMPwXlnXriFjl9EV4bWs/hbc0bnzqp/+2JE/56+9V+S72vnqgimx0r/rwjT0iv9t/wXx1b6yesymS/+K3o7VQa+EPJcrV5N156+d40WqbAki/9Y3DN2+vfH/E8XpdJtTgz0X63wYbvyNyz0fbJTXhKml8Xl/X/xUMZZl+Xr/DeF9SR3IuE+tL4cXtNe6p68NeWS5qTH/+H+U0mTW5dK+vrOEizXgn4e9nYdz8M4SeMMG+18O0p8G3hmtN2R2dcO1//D3Pah730rv4hyWJbxV2fL7+2er80/l99cZ3c3QUPI/10ktVBRyd3vY/BP44uWUwvwTdX/4UbG1F/+gS920n4PxES55eXz3X2CS2v9l/+wrJvlfWWGIaxyOe8v/uCSG/Tk7j4d0zf5+1lb9D3c7vJeecv/WG93y+wNk3g/+epwsMzX8G3nrJduGYvR689ffK/4Islp3h+Fu6V5aKQ60Otz68nkz4L/N091/OKB/N0v++TU//nxUnUaDh4T4fub7xN97tZf68Pa07tXfXyi6lHP4rmu9/wWTL8Znf4cjvX4LOqzR9T/IK/CuVG18/VcfPihcdF1VOCX/1BV3V7JsR+vsvv+Geqr5bP/4KJIS6I4EnIr+V5Bp6uPmu3/BLn3uWf356Lj0EFv/8E0kXbpXeX43e6tUr3Ma8P/1zav/DM2v195AsceZf6qzXtV58ZDF+bX/5f+9ey/v0KxDPYST/y+fZf31EXZKuOLK8Rhvy1vl/wSbri/FXHaXbWt74ZJhRxfkdGEnYa+DXw0W61gt8h4p7+ny/f4Jr35v2Ke+Gc319lhlFdPhqTJ3PsyA/NJeevyoyPcO/BLhp7617e+GbVaw4t4a/+bIXf+FeqHWSKySIQs//Hy4/zyk3rw3uTNfyVX4dku1NpfmgTY90EnsyD//DXJtV5N/4avuuNTSJtf/PXkm/8FFo777myCDbwRX32y/36t+fKUuQKyCvrwX4/GL0ifctJzs+by11+GpqTStOsMgk44chQcuKX6/cv/yXP/4It0uGX/XBHytad+Su/y61+C+1t87KufqZeKX/1BPP17pCuvzlXx8o9j4NPZMsR5fkvtfPXx8WKSJZ+/UERNwq9GJS+/lrsC+Qpfv8EUnMgtYfgw511yyf6rtJf89eH3a+/P1hqhx4ntdwHlAAAKBUGaIC/AengkDTu0+X5dT7y/7bgr8uH7errUM5Pysv/1fmlimv56rDy+Wx+d2ileEuLrzf4b8awoSPcpdX8ngk4emfgpb4JuHvbkhoV1Bv4IL154NniOTvFL8oPLnL+vgwwq1blpkL4cvV/+GcYXLQ6iJ79/8M9219mSk+/Ne/4I9S71J56yAxGRfLD368I8dlW1NTn9L56xun/4nNeb+X/vNN+vDNFieNILy38G/m6q1vglu/Cmx4vz8p0w1JT/Xl0rvw3WlUanv7BH/4I9qrK8OXd3b5CpjzuivF5Krlzy/rWsdl/368El8smry8ng18F1y/Tfzsvr2ps+P/E8/3ui/veCC8/3LnvdZ9v6L/VNm6k/wTUWTKb8qL/9BnJr8GHLdf/ltHz+KzZu3/G11e9Vu7vYBjPO//r7F5shnbdTk6Xz1jVRk//h+SXLt9xc0V/nLjJc/DWdesEy5nyC8auO9g28OeXr8+yl/go1eHcb/WvUIaThV8OLbJXm/6ykW+TjrX+GK6dX9RR96v35f/tcb98/rwzlWq3NyH/l/1wTXvis27V4ZtTJ1JKROIRol8v/ajvFzp9+f/BLfW899Xgv6m2J/i/ac6f1TjX3Bp4KMVz5qm34LdyfXXX4c6uqUal/svq94+8/xj3yv/BB1O3aIvWrCWZUSw8XOnfwtdr3Wv6cIO7kwtL6deCXn5vSWLyPxFI6naNv81G/8FtsaOGJ3zNl/1wRz/fsvv+FJveXOuk7/Zf+rDe8+ZfUwou/BXl5e/H71rhl9/wh4rQy8PR+7y+/uf3w3t/wal/1wtb0vLi/O9uOX7esMYaHvjHnlR7uFs4R+5Xk4W5c1E5NbhDrj89f34Ko4ev2nvanavDN3d2w2uRT8rYZ5156sZ9Iv/90s+/Nlj/EzUcguJ09ea9fz1pBswZv/hbW4ae8h1kdr//ybd/mpL/Ce7UuS+DTybllrw5Jen38ncY7nwn0i5Wsv/qG+T9fGwft4TOv89SjRmZ0P/DFSaljNj7Snj9/7QxNcv/eEekkf3L36/C02fNY9la4Se+j+TwtvefNRvpwxM3/E72j7kz8Kx5iuInsy/UKuehtSxwxFtqbYfCfn9Zc+Huk9RvHrdfknLMyOX13whxr3y5eMsv5s2demCzL+9qXqzy/PUtgjfxzD5wrSBt4a1RV8m/ILy/+oI5Dkl9fnrPcO2//56jXfP73oOVJ/q59/8EfFe4+FfmbV+F44VMOTTQWQf70147V61yfXuuc79YvyyL0qL/1hm9lX1XGton8K9tWsHf2+6qWvxNap3f8m6rf2TTXXXBr5daa8OaxhYummT/8Etw1NLsQ39+Goed5bf8GfP9sm1vgg82bRLh3xN4Pw3Je2j2HwXze+d1Xr+n/91lL5f+ta/LcN+u/w55JRcJ3Pjv/w5zMa5TpJ/8NTUT1V3qUbS/4JKk/h+G9br4JHzuL2hog/8lxvLy/rTr2tVctxf8m1NwaLqUmTHteHJ9lKPh+YfGXT/C1J/Vfk5tVyFTn0UP7+J7T1r8mmuX7/P76XGZ34LN30lL3affcy+/4Wxe2U1yTysjqiKv/ghrmamS8RftXRV5IvIz+GM1+iWVNtsv/mnthfwv5sVyj7KIYfv2evXDL+/hibF73XLj/L9/hm9y6oyfORtGvwa+F5NlEj7K9dWjvCR9P//ClN3v7fnfn7fhO5Ke6/DlV0wzDp5vqWUgX/BPvV7lvKi/ruEr7ta/fcw/8N93l98s0/Uvn2X/WgSyk93uSbfhq0+vjs/zEpf+sFOPr53V0nYfDnaVeHbyP+J3Sp6/C/LcKVZ912z8orjdF562c3hD7S/w5tJOvD8WLfwaeHLvrx7X/gjmmtey/vWNz71rLL2zYs6qTozI3M3mYfhePUmVlzVTf/46sm5O3wn/gw1q+6h2sdXbK9Z1XwxSDGT9z+DO+b/8K8N+83r8Nr7hux99YL7vxRu1hk4cW/8MrSMD3lvhWrpBqyamZkio0GFoVXpP9esX4Sm4jm7/xWrvlz95X6fuF+Zs8e75BZZKfBhWNK6tZzZxh53srMFb+gRd2NkGnhzL7rSxZjf/DXM2vxxFeH/89SDqKXUj//gkzLlHY8P1Tj8Fue/lw6fqz8M7R4xYQ1F2mIWovIbNtdYX2qxfWTTf/2I5PKSfrbwxd7eq/eaJEq52nRS+9eFyBAmbjmnVUeLpxmAySnv4bLd6nErqf+CTVcX4bq+qdyz9LfDUGtK2ZX5LGg9/wWeW5usr1YfNL+Dgv3+O0nvu8r2fz1hl3lr+vUN8/rtQzn//Dm1WL4Tb0/4Sz9/Jv5Kz+vDnNWpyse/+vPX86WGUV6+Cbe5+m8V7MAFZf+sEfJy+L8Vy5PmG6z4byP7HzlpXv811LmvC27XJuKNsu/13/rUGnkw5U/wWZY5G3rl8sv9Lhu+RD18fLdy+hfDVaXN9yF5C68+XWE+rznqjaW+eplwzxEU368t9fhy+7l6KWZJ52SMfDdEp2eL8/Me/hvbaxfazjY8Ny6DUfXR+jWSMz/+77r11Xnr4YtX/y83J76wtesXNnBeff/DJQm+pfXwReE8+DPxRB2n+f/DObI5K+pjIYR8J2D5amPESP9burNfhfu73W3caiP+F8YMcrNuXflB5pyCPw1lKz9amo0uNC2N3CK8L+dta5WTI+//C8aIn3fl8aMe/wSdVmrz/n66vH9Zfgwlftc2wRydpQP8v9Xgg7lly8uvjpKTjnXf69w5rXD9yjKuDxPPUZKHbX/wXyd9s2G5N4VlncAML3V5+Cb68jBr4c7mqv2DetD8RvqDCPtfbXWKTHll/4ahusnrWztd3/BJtDS+LL/6hfjLPm75n5gWuLJteiPzztRR0zYi+X+/DPL8E3M/D903rwSY1S5divDPn63lh/zdV+CHz3LetgwrrM9ZV1P1cL5C/X4TIfPHO+DXwuW55vaSc7fK9Y6qsS/gv4ryfVdAQfcz9eL5baVny/94KMve9y5my//R/37nU38FttLIokUEax+erRuZax3frXCM2akKT457fT/P6zKKKbd+LD1+pFk8P9RlS1ZFc/UIuarXGVn/hm59rFTLzB6/+rq89fbMmQt/DO71luWX/DdN9TmT7u2YuQSYJA28M8/r8ZMV6H8dzwrJlqv4ru2R2ov8Lxna1Whnq/sPOLkTDSk8P7v/Zfzc89fDt0XsL5eTfwRX0tx813/irr8zfhmTdrD+H7X0/ey//b1v8lzR/gspaWNm3d9i/PWHpLBnUiw5ng08VkiVDy3/BbUgdw+5GX+/PimQGUz76L/eWGiWaYUal8iw33l/1zlX2uXOnov9fl/r/w0QQ5fX4ZwON8vnKvyH56z/esMY1L/rhnVpcvnjMmV3w9vd4z2L1LfithuY6sN30fz1xnTF68FPlt9202W8UB5QAACutBmkAvwHn5g0ZDpPy7VL4Y8TzIvX5lxKvy/ukovu7IMe/w51N1iEyy2yVRfwT8kCn1n79WV4vNlInS/wn5mN014MPCjYqT8z4R91tcg9+EuWl3d/hrjzW1lBxB9B3MN6TJEiKvw5e9Y7/yiSyDYv/2Hauup9d73+ogSKjhg7aPhx//wznzZR3F/9l+vwtP1+XM4U0v/nr7npy/vqHNQy9uP4d4vhonNbmUsGVyH/4aKTdrUJPa1pbmceUxcnk8KKY+Gfm1TaomI5g9H+14ZrJlShimvzZLtf/DmTbs/ne9/gvwzo7t6zrHTnDkx5ffXNenBr4azeqw92Rp/y/bXidpKfH5fr8KxplPd77g+v/89UyEjBDX/wVS/tNLLjY365r8Ec62m34L/Pt7uMweLT/4JtSoMe7+34Id76y//YcxPPv7h+Vf8El3d0ovwQ9ybB+GOeqy9P1/JY1Lwb+bP9F/+w5Nik+VNSrNSf89S50vXhO7+aP76r819/nwS/Z/8FWOL9t1fT1+CbjWkcST+vwzyL1+Gmy6vgh1RlvX56/D9/7NfQKeK476v2g1Q4Na2NnfC9zOq/CNlZzC0lDimJ0eq3/DOb50h37//wYRin7VJfcv7+w9WuS+8vy+N0Ytav4NPJNxH1l/3wQdySg69Lj48vu4dicfMqcMxuOfJUXJf8L+bzMJazRgi8tP+CjLm8+W39BfNTfbU6RJP8v/uC7u8mPtl9SyXBd3bVpJ+3m4JsvKZj8Vy/EWJyf3Cy0fLGqf+Xitv7yeTvwrWqvuA7ANX1f/4Xqu588sOpwf/h6e30NRinm+q5F//P+X1+1qvDV1eCyX0WHF9vvrIg+Gaah4JPv8f7Bn5ua964ej8dVO3+RdbyCQauCOM4f5fr8M+EauKFvOCXjJP+X/X/PWd5X/y/743J38sWpe/rWTj/DOAOE/hus3Tg+tkCS7is0fm8v9eJyzPePTnHfi+bGs0TXL/7gvzZSK0PrC81thiZg1bP5Q8RZEvnL9b4+OY8tE0qj05pS/74bxzwV6YpeMuKNzXVfggvd5ZVfKl2yYHVu4/XnqN9Ua9uMpqM7/mquDbwYd3PGkXZzdV3f/q34a1J/31JXXidK+Ic/cmb3vgl0rl3dFDfhzl76/DkXtp6OtQ9mu+f5+/B8N39Py/W+CjJmuSMH4JZs5v3HwUWqrFa4Mv96hWRu5dx+mqXa3q/7L/vhzufr6IgMhu/VXWGSjaD6mHIy+PoL48GfhonNFf4R+Ba89ZQqab1vXh/h3hOlJXlxSptv+X6/BRvWrL2X39RG6tKtNeGN435LdfMZhuS/+7bHM9eDCf9NatQh7S8RD9jbDX+FfMvjbZxfjJweFP8F/N4150UtRmwSC8Mc9THCTD47XiduRcz2IN+erFhDxyPSD8JavBVbJlU+aLnDeTF2utFggz8UQve+Z6rwvP9anfE3JMrf+XVUpf9cFl2/Dvvrpd+FckNndL2H5xs//gizZWX4Y5beCB8N8u0EPan/BdXZXyndV4atF+sbiEVL/ib73v8/UYD14fW9+X6+gST4GSSHTD82K+X/fP1uVE+vp94V8+vdtZozBf/n9Dd1///wvlbmYvl8fE292Qa+HKzOr5jxiz08GvhmRVTr43V9eCTm+L8s+f4ZxpfhIjHz7/eu5M5fDV7VZ7ne9Wfyyf/Dd3d19vDSLA/BhefLVff3WS5f6fDu7x9y8ZUMjpfiyXIfKGT0eI/wQ1tDHhfl6Zf8LXd6dZBUiKB0if19AmE5PSmC/UGnkEE3/X5+a1UMefrqy//QW01lJFhH+Uet+Cb9vf/hfqyJnrwIP/rv/Ctq+S57UM9b/tOQPrwRTr+X4Jor+O0uL8E138YpsV4I8V7PwX0ntXevwS/O1hSRVK8FGbC7lJyM+1+CHn+oM+wRGspegL+HTl1dcv1vr7zBMyv4Wmc6n2p89S+YJ8PywXg5+HON+rV8OxOe1rh3Ul5qfmxfEyzX8XvNc2fxMafH5iRbX+67/DU1XauUEdVPH/nqZO4RK3/nymvZ5y2k2vwz4rtzrmRGTuif/Dk761wj+YxxURQol2H8vlr8J3ffa+Eq7rXL7/h+eW7tWy3Z7OGNHthJ4R8N8Mvb8Myev4NC/v4Keq3vqyqvc2kLrrzyC/cI+NJVkn4Zp1LmUNy+P//gl8zS/9fvmxqX/ulfL71eGPIu2QlXVHNuffXhzzY2HEvzhT0r8GFabrqq0sZ+aZ0Hz2fgh8diIN/L9fhWnfbesN6jX/l9691T34MK1XdI7Qk0V7oja/8LZv5MTPfx2np63/Dci968KbnhiWqwZ+bzP+4bukf+fv+HEqn/Cdb7r+F8ur469PL5x9NNhrw/3cbMu5dXMLDexo2FirQ/LyuJ/BRuX29rqvPWNlVc+Q8Nt+vDBI93R5b62Qe5//ssn5f+sPd3uf/JGY+OBXcvkE/mvf8m3e/UIa23eWFxxf5NnKXXhe58878d/HIIbEefviH4NfBfy7O1yeOCyjK/ov/ubd214Lt11NiaRMPz1x0pT9+LuuaM5d5f/oJ5ctE+qL/rhjaNxSuts38kQwmNCt0qQzNKY+X/3D/Tc2+fGtSxbvTXFTHL764K8+cV2p93C8mKN0/hsiuX3lePr/8NlJ/75NjYu/4fzLzLy75Ls/0IMrLl/XwQ3jPXBBr47SvzxzbXguw2WJWvcaX9l/7wXzlm+9V/BO+PntZG/BFGm798P3xvv4+aPJL8tS+CG6+nrXphyViFGry/mQSPr3FV02114W6rNAl7kwKDEJ3wicU89/m6p/EVX4r+sH4rEObvg28nRDRYfhem/n1orY/l/l+9cTvfI5v4/U28uc2aL9fiJPI+Tzy/a+Ktrcsv+CfddzPjw/DlQz2Oo1z37D/4a8/1buMRfl/3w7u+tX3X8NJct4e9Ba5d1UyqV/hyzf4Wve+6/LF1RK+FZmXT0V1DSQ7G/974JdTXzP78L7uWBtTva189T3svv+Czk21MuTH7xwDTySr7fyZ869QUbzki1Jnl+Esl7NNcv+6hjevJhUnFMJNkDHFpVu1JFl9drBNbDHsQ76q7CvUXLiKr7/NywHnB8N+XXyBqMAlsL/BT3dsnS73yov9+CXMgvu84l/7wR61cLz1Tmo/5f9c9Scam//57LHHWKKfy/+4c5qfDCV5X78FpHtVXYg1L/9gvLGeWOXX3M+I319eDCGMX9ZZfslZq/L+vn/PCv9f9fivGqdJ15er/BPqbHaqiV5V5s30X6/DNbuvn+/wxP/zYRvzIlr+Ilv03y/+4Wvb6nkd586Z0x8quX7/ETLF1+3LleoY4l+1CuUYXqNFb/wU5M1lrfXcfJbHGXrfBXm7yxTu78z7C0/+eVfCd4VcODPzb3+CSlP9fvRNF1PfDur8l9Qs4Xow5olJBHzNQpL/rjLVeTqu6zvdeTWkvD97pS3tUsYlGYRaENSfL/p56+ZTHge/4W5ZJh/eYW2oJPDdP//FZPzxtfDU1slr5w6wO1l/6w3aWsWZeRT/y4yRP89Uzjp6//C9e895Sy82kzf+CTq/b7wW6yd3f34J5nT9a18g195vX73O3Rf2nEw9ev4UHqnHOIC/1K+/wzXXX2ykWrz192OZ3w1tV6aJIn39v1D2Me3CfH/fUP7l5DQfiI+i/5ahvHV+XyFUcVH/k5fl/18v7+HvLXcbUvfL1JqlQf/DXO150juH2V/wQ73qvEZfljn2A8oAAACotBmmAvwHp5w0q2Y3734a6r0O8eGlbX+/Dlu3X6FCAZry/65a7y/74b3uv5Up/L6q3hnuvbR9qw1EL158oR7jbaXfX73wS+OxG2qkLL/9KmFLXflz5t7Xw10Yb8v6EPpvwSadeg18m9qX/7Ne7/BfnbUud8oyJyXy/l+vwQ0QTurxRivFUsq68lZf76NF/8RivPm/wxd+b0mTIz+L/8EZCf4vwgXjtB9fyb/BRkg/Gl8b8mWH8PePapbnyTX1OPHcY1/8tLeX/q/z1+GUuvy/64L95aB331eev/y5MXXnqMNfOKeDXw1mzywzFVnE+Sa7L/rhi+6p5hfnDJqoIkPggt8j3vM/DbANeG9wQqGXFuI/DO5oa/W3+n+L3mN3P+X3+jZef/wrm1Lja9ZWlC/UJfDZ/C3SLeVfrMLjdP5f/cX1O68doi+T9hTxllcw8A93tx1dMvk3uvcsH/ghnvwfmvrL6/gsn7733t3Hw5uRnr8c4gs+YNvBHtRdvx2jDGW8ckdF/9fQ2ubv3Gct9XPDtwy/JB165fghrfmD8M2q1U9/63wW63Hd/LWuH+WBcy8dnP4cdJcJuv/wvw36oaEs+cwhzpf/ha6npJeH4RuFqxQOvPb8h4+w5f17DHCHnzJsbxVF/KFg16X+6UXe7xHNeG93dTiKyl/BoX/7Dngmx4Xhl9/w/3dwnUjDY11nH/MbbHT4A3f+eo+s+GYcIdQ4SJ4c8a9F9oPR/56/2h8P/xXjrde8ufy73Zfr1PwsnKF//Wvwle/L/wTZtXu7pH8Evl1K6JcxZf+rDXJGd6w7LD/14K42vrMiXGF+34X7tOeup5Pn+DTwv8aZZdJb7lrD1zVwTRf+818ufBRnJNzzvgy/V9BrmY5fg+f/BhqyLjZDHVvJny/reN4hyTN7H972UrWF+tcPX3vdciZjZi0YJipLm+/ha755d4LV/T/89fOmxGCbi78F3ly7cg78Ny4z9Qy3J8v/wVXlu973dvwRQ1ImzrB+DCcU5kL3uPIinFim/nsfLU4osF+0L/DnbJi/bj7pl/9RPlw23MGvis+cPe68FG95ITOiy+q7jdJ8zD6xeZ9/Z2Qg8/ntqCfQt//d1f8EuX7eZuFeCLM2+H4y7vVd38PaWvBLNG9d2/BFIpefGN+4b0pevxKaLH+G6mrqfz1/8M93X6OH5NEv/WHPNBSLln/Xvkrl9/wzUnqL0+Z7kJfrw9TL1+F6vm20v2Rwth6W9Br4bl/XCHFmf/EbVbp/nr+vHon5ek/wxy4s+6kRZLOHkMnct8FE0OcWvg17hbkkeYTul/l80t71x3SfdN1jXv56kyce/L9q+CvGxCfNzElzgov3+fhkLlm8t/wTd3VoO+xXV4andOxcMIrxw/l++nBby5lkGXuq8Rd/NleDC9vzdVw/yPw7EV+GylPUFZ9zf5r+DRe4YJF9TbqglbwL/8nll8LS9+b8qalS1/Xgtz73mxj8fljuybJM68Ft5JY7QX8sv96YYu+97fzlwfP+G5WbZOvlC6vcwP/DmsurDVtCM5FdQVNApff1BVFfVO61kavPX+GZ5/wQbzM1euIcwZIzl//Ct/+X2oxhC5Ohf6+gzvOnh+pJ/wpw9qM/vZ+73xvwW7kT3u7H4ut5V9wbl/7/wYZab118Ocv9+4etszJ68/9Gup85UiZgf/NJ/8JedpupyfL/q46uXk+llz4LuenPln5r7/Bh3eRuv4elEnEXJvw1DmT6naQv/+spfBdPnrdn5xK+NabKwaeYRmzL/fhnLzfVPP/9BvtnJRSto80460sCeWPwX27fk0gp9ITOJfrw5c96h/MHUm1m+i/+v7mp14Id7xZf98PT+9N+QWOLa+ceIbOFGpZf/cF2b2wU2EW/fhrq67YdipfXnr5JBxb7t9Yu4WV+82/BfzdPhmNfKJw3L9Rg06Ia95f/cx56n/8P3lTI9NJG3W+sc764bWX/L/9BHcv13ff4Y5Nj2jCM5UzaYJP3PYeh7fzblL/xXd5t/hnaesiwaxn9b4nzZJf8EPFevw5zW6+H3ToP/BHvXKvCe700v4q3DuW2A3X4Ylb82Ok5S/h+/9D+C7uWC6xZfv8GHNRROg5C/ptw+jtQwt98285eX3/y/f4I7VbEGvnqdeYLv/wUZfn9V7L/6hzy9S/b+X/3Dd94v0Muh/hWeF8P9CXlKNh6HGsCX5f+8N4zQKvXW76pf8FEbq90r6/Dm47Je3y6cPSmvhvySU4mHLXoX/wUefpL8VL7BFXWD8Vz5I//DWcPmGOoJPvarr+Tw5nzg/bhq33w7HqtzScV/SvF6vhG8X//C8i/l+uM5f/LP6FBn4rCun5f8M9ImeKDX58f/yaV/nuP1O34W8bm33qQo81Pr1BFqytl+vwTz/zWfOL8OzZqrvedpy5gq8/L9X4I9bcFeCHPeYYfBER3zi/BKVvWL8sv+6hjJHu9T/IEP/d7Vefl9OTcv0vhWaPu74p1ZD9mYLQ5Dw60m/fP683mbXfBmvte/dlvL/vl57PCvUX4nhZd14b7mHpz4aWb5givBPSfZbtl/XwRUpc1+FO6UpYZ72zQ3kH4v3vetcL82vFfmExyMsf+CbztDfprHPClmXydyY/CutOb6qUK1+X/0xJM2KkTYzj4eLLlp773Uofhm3P/w5XXCrKOij/4ZpXSlEscXwa+DDyzOvlHqlI43OevDVTzXXy2fbfwQ9Vy/BBUkcV/VWP4ciP/z4PgszftHYC5fX8M5v6hD7auQ/5f3twYcvILkJJy/v8MdKX/3BDDqhvhgy/0+Er1Hccv+Fulv5W/fZN3VR//DW78JEx3v/y3e6fWKvc/vf4JtoN5ZkZ5LZ+I33sJV19Alkew/lvD89TXjPf/Jche4Ny/deGriuTr8kh5f4/n/JBVHNLOvHaT5ZEvWk/wjn3n95SlJeG73N+kFCOM411ucMS72n/glt0qvvh+CSfN2ryX2vmur/ibznPd/nr5C5xtP+CGf31+GOpSTvfXzm5T54Iv/eCDu5/C/pakZrIJk7Ktsg+S/b4fLz+DXycck/gwzU8QsYP4J/jf5o/ur/xWbH3tr89WSMwuhlIUQw7Xc5fr6D28L6pV9bu6+H5uGC/+CLu/fkzUa/j975/d/4Ityfw/BFPea+/D+EnrjvvVFnCcMvs4TTluulEEV0v3pg08Ob2q8d7/nKsNQrvQIwoaUlZfT6wj3efH8Qsfyd3l99cOeXuPWUhVeGru0+F3bZf+CHnl78L59qlkUrDU5fMufnGmhT4IY4v8vyXb5fvSxdSZvf8Em9ph8L5Z6m5I7dCCqb/+EpJ+5P/CvmgaDsdqTms+83f+aiPS/z1/CTzLePg6W6h2I5Sd73ivjIIfht1Ibl6XBL/C9co7P5WTUX84nCP8vXDV3WtM+tU/l+X7Bdl58wtaPsV4nLTveX9cv3BNffdYsv/0DDdeIPnCfJXBN5a+X/rBFya+X56tTJL/m2oeP3wW7vNr7Tj5uk/3hnWf4nn7VaXzamj/D2X5/6tri1h2Ws8GvnqahQ/Z+vNLrPl/SyQvlwvLHPmgL+/yb3V7908eEQi/X7IOrVxfhk5JSG6h1Q+GLa8cB4wAAACvZBmoAvwHn5g1e78LeX49tCMkknXUiohfvnhrBsufwW8z6rWFJ5O4zKJ4f6ru67r6NEEr3n/VivBHnKHjwwvDXVNwyCT4X09F/7w3ffCHe7//w3cv3Ph20/g18E+h1vI5vw7bL0qqw1uT7LWbnHRriLmDxEbAz8M34Tqs+kAPzk/8X4SNg48vrXgn4ZNi+7nTL9fgh3tM/Jm9L4X432s77JYEJFCn78Ve+9o/gwqTrl7118eFkwEppabhT5604I/9v+C699XSzfgt3vxHNQaeev241Afgq7jS10rUhHvwtCtC++FYvoy6YbzvLa81LS+sH4Zwx1+DUZp/15NX16hu+F6YaROOL/9fC+8nGcteXJv83Pn4IdXwfnr4Yml5AfL/vnrpBhJ4/91S14JNq3hrugzySr5fMnBr4Xn0tyZeXrShpyf8NTT52/qSNTfuHNaxTVXImlX4L9aR79fNezHkX2/w72l5dNPr8kcj/hnjMJ2nE5vNQ4//hnDlDr46Ld57MHmX/dV8fgg5Mfl8iZ/reG6r5fbS8K82Ooe/fnXy3EUJfw/Zfyh9u5um8vDLCdF/wReOIPheCPDne9zX8Gfnr/CXe/w/zbifdlhmm9tEii5MDLeH/mvf82tb7wx5OlcW7DDiKPS9L0X/1Bh5+q4tHc2fL+X4Z5o14/3/PUwVsBypUhoeMv++GPGV8z1yTX/w/zOZVrd3YeZBN63D+8V1Vkr3IX2ONf5f+8tN3f4V2q80l9yqyi38M1mJc3lGJeNknVBipS//Qqb77v8PZ46X2WlU5rr8hk8ZxJ+XVfwRyf6g0f0N5t7uk+42ZdfucXeHL/7hzWq7kv2X9OqC+6e5G6+G7yPKDPgimmTOAoXwV0333llWX4JqV6yn2fknl/z1lWnv5f98EM+d/wWkrSd/LXSiKyZvaKX+tTllGZrzV/4bzMmAm3HauVMcD3/CNrXitLcGvhWdv5cWGlzP/4X3mysmL4ZjplffwzS7q3dfyeW+9e4JJpBj2/Mv9rhfu9Kqy1Jf68EtV5HHval+CGpoxxdfhzL9UrT/8M4xTa+UQycyOX3/DOq9ZXw3JTh2JI5fr8M6Kq/BH45VeD49F/9wxveXD5bj9MgeNPl/+jXwrWvlgzX0HMvb1+Ucm/1l+XSv8Re8n8v/0flck6Iu7/FbVW5OeMvvuoL/LhRlX/ZhjF//hnP9WvSr/w31PjlIrQIfMR9KE/EfZXnrhu3hon/wReb+PwT3vrK9KMv39BbN8FG+a9mMj3Ca36T6/L794MMcZendzmmVb/gh8koPwvcsn3dqv8N79q+uH4I+L3fh7e/l+GmS1ePkvRIiBW/iJH7r3+i6gz8OEy/FnWmyWMbFz9e/C196VNfokGXvwrH8Tm9V9VO8iXhiX9Hh+cFL7qrhnXbqG5HYujIY+veX9/BbqP0d0kJ22y/+m61SmvDVaVfqc7V+Fb33tMfj+nnB8v/ua63+F8q8t7n/dsOx/8uZj+TbX8M7rVyT/BsusOF5uvDu1f+FiXnjdaj9vduav63wS7wbdIXffHHwQ+K7fl3v8EOt8q8NZr42G60cJOnMwUL/wzOSyPX42KXbpFL8L9yxydJsMxP//z1+bY+V6XwUTV92uW/cIZd211kv8FWX57nqlXDL9fgw8IVbD3++YtUt/Cu93chXi+mRbKuy/30Ep/fdqDfwS7u5/8svp/YLvEnw8j5xfi76+id0X/3C0M5Py++KfXzmT9eC3aJLNF/EPhacpqdPevlDiBFByDn+PuWvDfefaL/Xhm96+aB1NL4Wvaru58wpfMxaX9/H5tffd3v8Oa0sPDVO/W+F916nOLCXmN/y80P4Irpcb8Lb3DfvlF/DqJ9/hXe95xqUta/Bp4aNyyX4r/hI5UD2zSlzf2Ny4swwOInfk87sej96m3K8PdXibl9/z19OUPhnHHwnbNFrreX/ewQR+n7v49UrWe/b9Rdqu915+pdkP//C9ym/nxSoVjfcOzp3rl6brwR3Wrfju77u8nf4L5ae1Woyh6X+Cby1fBJJm+H4a7uv8PSx/PU5eMo//4Rpbu3W8ZZA0XeCTG/eD8Ma5Y5c4Kc2/vrDt3l/NTl2bD2VMMFJ/wTZe1ya0tMOy/v4V1G+5PXMhy94zabK/1Du3Mg2pW7/ZlkqvXgqqvd8umEfOOoKcma1qS7nRB+TmXWX6XwQT+70rqTdfjcU8/uF917vtc2/p3uQX/uvD8cMeic/6pcYchcrDr/4LvHWR88vwvq/l1fKJh0x29964MKlzJ61PZx1hRfov/eCzLr+73vll/+wUyQre+SWcZ+rAGvgo3efPr97tHlL/9he7+F1amPDi4/hylfm5aV4bu3qq1/5cuIv7mOvVcv9eSq/xcvOz6tXvgqI95GuXPlS1xfnLlD3Vn/8LcIui8f91+G7UtR1RfBHNXtrfCt3sqvglcHqU//XD8Ed9YqL/1hqZY/8RhPo5/wa+F+2m2uvDK+fr1b8EWImBVjNhL+vktr/C992iciNRK9claAsfJb4/VyvNvf4ZnUnvUgVaJ/15t56S/f4dhOte4WWj8cXMHCatqtOFEqv4L+SRx5Yf73UtB5rS/+G8vlm16OXhBqHWz+GdbrmfOv/heT+yd18lsRd/hsl7nNMln/0vwWlJ6yt/h8EdE/FBpVit3b5JfC91rmysPybCjHObMcMOLCv96lR38P61SJsvNZS9+ZDcUoYiqcM/827v8Oy/+MmHfX265BLH4Kd3D3WaXN5V4V8/eq9qReyMn/w33dTBpFRH/p/QItX1rewrEuUuSb8v0+017HL/9hypGdZlEzEi8rC80v/w1fc4pIwTeG2zi5+QLfwzvUt/P1+CLtPG/Ed3zeDbx/VSfJ3rP89fYsO7R8VL37qsv+ufL6lUlR38EVJz5x356o1f6L+34L7hoHvP+sJX03ONBJ56f82mFcj5LxNcpxW8Rh/FZKtxbmJfBDDCiveL8NcsVWQNwIv3j5f38ni/wT6T731+fFOibOiYz6XqCvGMvlxHTvl+G9M3kouHOT8GvhblsvvdWx0bef+4/j1fh++8Q/P/NMhIaDKlEkuC2WYS6rNQt8u7R5LwSbiu5+Gss/LDNFRzT9F/3sP7mZ73zZU8Cov/gv3vsRda80vrwx3XJ6/zTuOEX4Krz1VV6O+X5M31564zNN/ov1vhkjp6/CLvp+c+DTyeK/kK06/hq+SVZ4q5eZHDl+XwlPn5P8EHGvebOT68Evxer5f9Jwxutcud33lU/Xhyqc2qZkiuUF/8EXbNNj8P1svbEualavhSxufRf8MYapnzSuvmeuvDWspZTwqex2BeYaT+huleKCP/zUJfxY/e8HzHMbCU5vwTSwtSYusZ+Gq7tUtfKWL14I4+g+mfwUbkj7ZZS/LfRwarrCup/qX7jzcb0x/Dssb1303UPnB95iv78Pc2NGMoVwt21esNIYH+vPaWHX/hzL29fJkgvr3BHXGGXV4ajrR+LnsML9n/DVUTmuX9KP/+Cve7vhuP7fheZ+59Iv6kE6M1PrwzetTG8u/L+/hjKsum+vsy1KKJZMfDWtJctX/89bENXPUs/hzCfIs2MJZVhhgKqFkDTz4vw8tZp/DPhvrF96cJxfa9wRaThVo7euS75PDRAyPXcxXD5nX9rl685WMfvf/rl+Hc2L4wuOSvtD1xDzmm4es7sB3w/4YGyXxwT5WFWvxvvn5FvhXNPRbwfGia8Xxh5/Jn5Z38Rz7eXgPKAAAAKs0GaoC/AenmDWZ7XwSapWy/7eCOP09K4fgt5aa1c19hzwVucYyB6M6/98d6L4J+r1rLL/7hze1B/HQ0WWvBfzfmmllmEgh7b6jn/DPhJN5wp9tCpkbcumcy/k+C3l203mF+CbuMwnqvfnr61RfNWu99XQbeNru+bpTter5WZP/8LS8ncpyX2fBPsLZ68mbf4b7utSsvPmfDcOO8HfDOX3i5jZiYoff4e8/0hnc/+We8cR/L664fJs+dZ8lzX+BP/978S8NlLv6cOLNP14dj9PlOyRP1as3P0cMYD+HM+a/Dsu7156yMwzL2f8FUN0P7vNPwy+/4J955k/xfnrLWZf/ir097g1fqCOXtvl+CTjdPLL/vrjfnqUK4/V/wRZXm85V56/nLlEnlfnr8yvln8EV7fhl/Sug7MXVb7TU3qWyVQrKXj6Rrz1zWPz/l9fUEl3d2rwzP+voGGJKiCf8EkesfI35vCK9U+S9/wX93KG3afKQcx6qf+76g08E8P6hm/c8Mq8L+eaSb8H5zcCZu+3vXPWZHHX3/Rf+8MUt90uz2//wTclQhfa8t+p/Ru4UeKX/3ND1obm/wrVNVeX9R0GgvfV3af4VmY/JeH+HuL+E80vV/gg8uSN2+G/M4tHZBIc8yPDaTjL9fgk7u34azf7hmq/y/X4V5e7tyrNYHjOMHvwa6jeNYRRvSPP+lCtVDLt3MLGatuK7hnSRYSpAd+C+4JeZ7lZJ+34L6SfxlVvspdoP/4Ltzyz/ufhau/La+QXKlsr9ydst/BButNukJ9PxfyJjhE+H+2o936uWu1NBn14Q/l/fw15tUP2n8poM7n/rBr3Nm8urz1/DK4zT6wVyxHqqyrqsV578F+atCd3r5tDEW6/wrudnjGvWaPq9ejlcEOZfT/PY4drpksP/xt38t1Xlf5Ibx8bcW4b6kSzhU5eX99TeXg08Ekr2PLZfSfwV/NF7zr+VPfE7f5b/DUeq2ZgxX/8P6uO1X5zbqE38++kovh67tk/h/LV7qkwn3fWfQ8lhPHm1eWcGfir5trPH4Z7R+x8PZ70Cibnw53dRkqer/xOta1+etZOnNv4cI5ftnSmjf17gvvTuvi+nlso/8E3VoXJ1yi/Xvw2W91PA6xROf+HN5sXUIeTj5f+8b437t+62pz6/epkXw7zwLhrtjm5NpBgczl8wV5X4cqlqzIXLV5nwaXYXlDZSJl+HH21+fYdzC+Xb8v67gkqk74t/ggs38YVv3eD4zFYG3Cey/75oQuee/z194bpTfu7f8L7rvdQ3Rqv68OX3UZn9w2uTwX5pJZ0nwR3r/bl+CLI2Vhz8ENmd5ZftfD27ve733WuH+sM/LMGvhfWXvZb1hlYv/w/vPtS/0la+YY2XTBP5+V4L89XLGvKP/8FVcnXis/9vzeMsvhW0fdTbr85ZJqL5tuOx3whXSNrcdpbudn+OvdaRo21Sov1y4JNbcvxNOmXI6mP8Nx5kzodDMAFSrRwleCR8vn/BHc/vlvrC3d3mzXyrFDw6mbl/9w3vdY57/L/vhmsxbm/Zz1PX4IvJ+r3j2ODTyZdT15NKUfXh7kSljebZPsYekdra+EviXwUdsJWSd3R9hfqCyq72pCQ763wV57pQncYnmCKh3j/z2OhZ6n14if+V/8F+ZvU3cQr4+GVgrH/DNv+VPcz48S//ySSufy+u+HKy5X8OyYSCD3rP8/CvdeX6+zrs/+CW+43l9h8O0Qc45x33l+f18Oz9un+FZurd8eXw+YH0iCXw3yxqWTDIOmDsvrqy3ndBqX/5T2ua/14iTd7v+HdZV2e931DPG+U+GJZfXgn8tTR/vw5PD9dJbsJ30v/8NaV1/zF5ZfESxm7r27r35l/vZy5L/6gj7pSy/+oXvrtmxYx2dd7Or/8E+XO99UX6/D+M93vzD6qe5BtL15MiCvziVG0jet8Gnh0QlfdN3zYvorQ8ZpdKCmovUX+frl+evnHpKmK/fEOfrX4az9q1+Mnl6/hW7834X6q48d78Ee7vB+exItST+X+vBF41RyvWCvBDb3l+KyPvqvwQW14e929HdnCRp6tT+X97wTeEL4d3i/LKo4NPBhIjZY+vbuvpKav8P8erq7nQcjXATeD6F/rxdc3pUmX/3DtJ7liYe7lPVYeH9Jxp4zrw/d992743zCxQaeP8fUnk9t+5zaL/3Qa7tLDcWQ95Z/FX3u05PC/Nji6esp2f/8J8b9vf8VVrwor/DllJ64e5EzlYyMjVgaetx8/voUJHs3Rf/sM1rUane5grVteCKreQX4MJP81uYXw+klpvEv4Zzrv4ySyiMwVRyeXN68Fvmi2Tl3i/XBBl9d8E1z/T3l+CmF1f835W+PwT8/ttSSZXgi2xlru/CtU7ve48bkr689SDJ/L/+FapqE2yMc3/xBOZypQ/hkTtvW9dYJo4uz1huTh+g18RVdKX/is0+914rmp3deGrz7r/Dt+8vv+GfL6hq3fx0Ft4w5WlyH4apvr7ENVf89fSw8ZiLZov9vgvJhpwRio9PFnCCrdhaUqNE7+HSsSym68yqd+7qbmdC2IbV/w5qtSXCb8/v6C+rl0/+CctH+/+be8vuvgt3vebarw5d9fW5R74al76/IFW2PBt4MNyw+XqUPojg/YoQ8ehrwze9fjN7rwSdVw/PX7VZgrPwrpXVPgz2a/68vmo/DfjzgFe/jq/1g/Bh5eE7q8M/DZr/+XcnuX/vLJoaeP/4ZIs3r5glDzX+vFFl+Zqf8T3cf9zBr4JpNffPjP3nQk3+FebxxfRd8wXOmff4KeNSabpZ31+HKtU1llLn/BdnFnuX8X4Xvvd3b5NOq5f/cMbd7tVlu/lL/fQJ4r7a7a7wYVdPOvqea/rxM+zcmVb/DmrHX2GkIq/f2CLxfvz18w/DySv+Wm+DX3qeWvC+9+bIvx8qLRb4Y5e+Xf2nDUjn2X/rBRe4vUbX6vPXzA5KZP56+PhhbPKn89gGYY/pfl9/wzKX2ljY32rf8MWq6V2HxwrWCc8v/2N3Jt7lZ3eddDJB9x7Yfubsb97Y97Zff8LXc+66bn5bnOrwxDfqsYPAzR/5U/uPv0Gz9wSdT3h+uX4eyR8udVI5T0yX/5r6v3k/8L254zwu8H3V2P8EV70yRfpbz18qcMW1/hW96tcFkH7/H/97rl/7UF+UivqnB9psqbzPw/NHe98vr4aW43gtP5Zlt71wT33z7dXgmI++PL4vs4lcPplhBml8GngnJcok2SxyeKvDlPN1qT/rwWzQ92tsv/0evqPT7lvhq68X1SHf+NxKo6lK90+T3hS9P/4VtL8S/4kcb/vwQy9+E/BJ4b934cnhc66lLQoq0a+X6/BDF6TwvwXZu3u/r8N211/OFzx+rZfp/DPCRfls24dkk/4Zqlr9K6g18Efd4Pw5feD5UZBWQHrwSQhf5yuG9cEG4f5TA4S/5Nr6YJvF/JK2ZW68M4hYuvleY7rwztPX1h+FJ61wYbtrPHbhljn/4Lc7GT6tfkur7y+9rh3bvfL+NYizPD30/8EPPvX4VvfOgvqUWmWHe+X/vrwp5eGHK073nlrWZjvqDTwTXa5P5a968L7l5bnzb8d19fgllht+eTWX+vDeTNfDdv3Cfl9tcsWSHcnZH/BDd+KUvv+sUnmKmfMB5wAAACp9BmsAvwHn5A1x1MLzVPN/4IO2umXIc/M/D9wk8b8vl60N5b49EbIvfP07YYeS68uhnxnuW+bh/Ot+evtjs6YG68E3j3XYbzsy+uk47z/jqMnrui+/4JvLTkyKvDXcuL5wYXZU0/UK+a81h3ZO+p3D7T/BHP+4Bt4J96lZni/BDuT6Ua+wrO/n1dXD8Wn433l9/wS4Vanve0ihfC1tLy5X5Qmw5HRcfhm7d1hP7F/13hyOsfr/c+/DU/7DzoXeF/4KOfz4b0urwtN2aHVD2q2+cWHp0n/hfe0Q60/y+8tPV66dWWX/rDV8x5pQfUwj68M8ImOeX8c7/DGYXD92+9FuPkwsQGvF/gju5UXL8M2slrNU17YeQ3qpJkGvnr8OxfUgzH8N3y9T1rTSb//BPlh6tRfhWY+a4et1qqbZwoUHpL5fL61WCi75+GyyYsPwTbmzZ/bL/rhuzWTqrov/d3/gvyPulusd7yvSchfi+WD5/J77lh8N9V7nPnb/wtivz9XG0T4zfUi0+ev0z1/8EW89HINfEefYVcf4nzy1r8nmv6uF4Lc1Mj/lRfX9c78OX3ymEcPW1Ws48wT+CvqTrvd87j8NSyO00tfkC5N/gh+XMkH5Lmyl8Es8u1u+H4b3tLJZYf/DHm+balLDfzR/+FK6e7vfcL1QUx34L82L6tdf8xQPX6wbl/3wxm4hxT81fbh3hSeY+Y7L/9hrtpL5R0ouwPfyZV7TfqCrmZd3x3NmbUYLwX2WZeT/dEb/9xmnT/fG5NeC279IyH78tK7/Ctqtrbqmt/+CS5jfh+FazWd3TBQCbv1xf/4XqPa/aUn18MLd/5fX8JYz3L+vBLvfdWg08m8Xl/1y1X+Ha5ZTyXjlMevkDbBBi4hHLE+CTxid1+CGq/fh+NUN8hm6a99ZJOPGJze1B/Cm7y6gy3ze78H4MNvkwjuNJuVX9fYu+MqbGVuQvr9DSXLnNtXf3eX4SeFCLbH73wzfl6qG5vf/+Ft2pdXjny3DMzNSMv/WHiw4yd/+Vqa/Wbrz19tssoXyXrBqX/3BV5JZcvWylrh3d9ZVtoZTHX4bt3/gh1mX4N9ZL7vL+/hrce7X6anS/BPrdWvsvomXgl7d2yfYfVn5bvf4e0qy7pZUK2U//4aquLaUTGZbUv68EelNjFeCPn1e/Edz9TGf8t3PmvBHDWNXeD9lyeDUv6+iZfgku1GlbL9WqhmPr4lhFIMxruRpX/wX3fpR5lFlmYsxf/hqZ/7Pz60ZSffL+/ghl/bWbgp8vi+edqfPK81WUOPLxXLXLKvxt7t5Mo/VSSPd4WZcIP1qW/4IpP8K8R4QfRVXTXgkqrZMb8Enn7teoWpTyvu03zKyLmQyjvyyfg08EMe6fhl/XxmfH2V7N7yW/W+FuFva70/UIfR81w/P5a8NTV3aaee0IbRP3vifNk8devgTzS5ei//R6+aeNL8bu3VPj2n5ctTKbnr++sF0/frSYPw5Gl/ljxT1/f2F9yI/LiGv7y2DX3J7ui/96wfgiy/cfBDPzU2/C1KW1kzUPuHsv+Ettrar8EOTdvwR33grwRXc+8YfLV+X/1BVPH3etLOPh2krw/mj7ndrH+R//giuf8Upf/oOXvUyki+s1+FhORenP64fXk4eW87BODNdXN6EQfnr5rkQV4ZzZTy/hncfz1jfv5C/fWH/Dfift5uGb4sbDDYGEv/n1Q7P//BhtVnXqphNOWOZ4Zm9Rfv8My/fGfkjdeDDu9VtIdkcRWe3m+us9fqLnwa+CbdZkRuWW35uf5f/cEU/y3B+DDq8uPt+sFGELM/UVPne/5d3y/95ZFzr/wVbv4pevDeiMJfXtQ/nzc/uXn9TXrneYvL7/h2+XBtl9Orb96IseX/3BBzEmk9xLVnvmlOY8swlDdxV4Wvd6mnt9hkPFHmrfBHdq2yDTwSTMv7H4WnznO1a1/jf/ggufvN5Xvx6Uz7pb/Je/4J8sOX7fiubk6W7/DncxPLD+9f/hzu7f8PaK+wQXdp3dO+uH74e7mX/ut74IIkUlpZvVmfiphzKMHkLlx81V1V4YvfWTy+jD1+/+G6b54L7E50Bm/ETSuQbl/8L2Sve9seW8X+9d0314ry4dhrHL/9gmh+RWR/deucXt+GpP9fnWdqgGnqAd+C/u5YdfDXPwfXid7u/L/3ifN87a8fxCxnjxP/xdMpK+duuTERzvxs16L/6gwu/JnF/h23hhevwWEd3w3ld1F8X5Sly+X76wS0+J3u06/C2UjSe9bY7Hfy/3WEebFuels8/4ny7dP8F8+D6/m6zRmj9b4jESd3zaDXwVeft9T/u34blzdfw6h1/L/W4auGh7qpqmD3/wYd3u91922Cf4KKW9prF+XpiX/BRVfJ8VeHOTMH0KC7u+9zL/rggvrm453Tdmoco/99YJ8M1p21e/vwrTe2EuK3y/Sn6L7+4Z5/Vx89Zd/4YITS495/Ut3y/L93JghLVSa5+DDWbropSvyhpv/vuOxn0X5Bp4JCcd0l+FZX5JOZfzRvty3/w5G2PVXjy+i+X+GpMXln8iD/gwx9feXr7rKf+W+0S8F/UmGu9fNu2e0RrwQ0r2/D0+fPlyx28YKO/9d2Cre+fakZxTfiJV+XPL/7hybq2E+TL9JEPE/4fzavDdqLmCD7798ce+L8M3vWNCxW/Xl4n8v9ee3CPwF+DToOZ/D20MfkTh2TuX13x29zh/1JfvXuJiXPe7/BfSl7qvh3Nv/GT/qs2XnlW+X9awvcX6kd5fMmVA/L9fgl8r6uuVeO8Q4TN43V/h7lzPese9GsiqX/L/fhSqyYvNj7ya2X2X+vPgw4+//FRpfvv8GF3za9hKNEt4nBNp/wT8y+d0zW/PUN3ItW5WsFTq/4cvepcpf1vhWMLe77WbDlvP/4cpXq7R8R9F68F+5G+GaklG/uNmzBp4IpfbH16irl++/z1Dnzk9R9Awd2KvUObk9+PzRvL/v5f/UFVK+tV3Mn6uV5fGV+FbvyMU6w7b/+veHJKnf15O2n8I3vy6q5f8EM+/q8K9MjdU18NvOCX+aoQf0/wvveNtPV8Nav/hkl7wh9A2zHXBqX6T8PFe+tah3zHlsOT7cKCT177Mv/2K7n9719F1reXh/Gqd6qaneM+dbAm/8/L/Xny/P/P14qdvLOZv4J8yy54+cS+/4IM13Su2Zm4XXxl80TjX8l9V4I8X6ovr+XcJ96v4L82rhqyf6UHuVX/8RG1osu4ysL5qblvXitVvqDXz8vHbn/PWHr6er/uXG6/BJveFl/+wjJu+9p7vL764eu9WtZPbWXnLvZ/4KZ+/fe5/s/PUd7UzX/w3fP5ROsbSf/jM5eeKbJ+tVhjLRfJff706/Dm6h6QiqP9TUXy/X4XurvNnif41JVT/gw93tw33hfzh9j2inzT9/5N3y/v4u3q76L+95Ml3Br5Mbqx/P+CeyIbDFlcSEy/Tfh6q7u7u+gLDUT///E8/q3xi68foZv82SZrw0S591+GHAhbL5Cpb/hfP7u+vhJh+C/8GGbtOg42x+x8EGx0q/oEurl/tcblwvV0XvbEGOMvyh5LsXgnf5mXBBqI9BnMLPqVM6fl//rhl+3yxvm1c4dyeG+sPSyyI82kRYDygAAAKVUGa4C/AenmDVK6L/1hvuGR5n8/SXhu76kuZE+EjzDnBhfgv5aXfrKZH039eCSHvXypXgg7Rty9+aXZfcOrRxmHPgw5mQyKssnwAD4ZaW4KuTzZn8vm+oKPPy31lBv56+QdQc9PhXL+0bFS5fni7FvhmXpxknZMgnu37EdeFpo3bfdfw5O117pvavrD13yZ4X9efw+FfKZHHSOX+vBMTIu8b/vxRb3ff4SlprnQqi/0+9VkL9v4WnaVuneozVsD30X/1NHvvycG3nrDnSuNf8ENSLpZxvybuf/Jubf4I/PnX4RkJ8utrv1+CmW87z672nfghm90ffhvVtWH4bdm+db/qCTd+Nl/rw1d935ecOU/hrkiXqp6fov6uoX4byM+tVl9v14L55cIuncdYYs+r/mvf8M8/xRvX/g18Fmr1y60Vjayy+vqDDxghnwS99fhnZPL6W+I5PTLSbF5K5L+LvJLxny8Ec/7iX9fDc0uoIN9t6OGbtbB2vBFPntXgjrkrmEv/2CudPXd6hRqvL8l2+X9ewxpPIrliFqmEyzoAF28V38v1df4azL6+eb/wxvek9w7EVucNMDD1+LBp5o1Ty/4IO7wvaHZnGef4YMF5R8u23X4b82KHZPb2cpb/hzNy54cb7oyo0cSbL9v2HPGeX3mn8PLy/13l/9w5pVXzF5Vyl/gwvljLMl7GOmgpVi8h9mxD8P9tZxlZu2mvyhViSpWiKX/7BTdtd79N2/JJ9L4Iry+34nwwUy778K1nXV8vnb4LO+v0l4V3tJT3sDPzMXlYXy/f6t+HJrRLi4fkJ/8N5tV1rImS/9fcGfhfNvW6/HZVyJeCTdwowhn57dWn/8NVxNiZv5Hr19DdZcxteaj3lg+6CTen+dH68FUk2vLntr813hXsm78vXzXtMk86WvDW6+/KHydgL+CLydh8NEVaWVImfy/2+CDh7TZLbf3N++2Y1KS+CDu6h/NY+31wXeco/vrWavMWRKv8FHPHpLGy+r+HbxlVMRtx9vXV0pf+X39QQ+I/CDYv7uo23e+61fWb8o+WtTV+G6vFUpfPCUdps25fDWr2/Gsd+Hp4/NHPX1+Gn7Vf4Y038fYreeP+oKervbuHzFPit+Go/j+v2h6dH5fL9a0E51OSF3f4+7Wu8b7/Dez5Ugoy6Ws8gWU89eC/Ws0tfbOmU9AvhyTburnnQLwal/7wTXu6vP2vyW8o/L9fgu5qZH7vwjXL1Xva+HM1Krw7Nx964Wm3dZswT8xI07rj50AI/vddxd+7613gg81DbPifm+W5eYX/4bieJh3yCgVz4bt40a4bC/zc2/gijkr8vz18guW/4LthGxn3LHvwV+Pr5PO3irw1KvyymIT9zq//w2UyOT2/hq+jBr4cIN03/CTIcax/178GG729LDnWJP/gm1pEZ9eov+1hLJfcmfwQ1HuK9eFce7rFv9D9IAk13Pd6H/Xk3Ty+v4ez3fc3ml32BfhjaPhLP9N/4cjC93N51/+Ivapv/DGb6l2mswySjRz5ffvDO7vUd6f8v9/+J3nzSbBp4XPtpmXzRGnd37wi+qfBQZbJbu8Ve73rwzrJbAa59f68kOPXf56+QGu/5N6L58Eeftf/4J5G+bmO+H4bkUtfh5k57/CXl77Xwtcpty3klgjuvME3mdX/gvnzPtuXGwxx0f8v/3XhvzxX0zKhoPPL/9Bzalkv3jffDt9+bvpe0zbD+DbwSacuN+abGg5o/iO78n+TL/4i777/C1V2eXqYqgMJOnf/BJhiYm3cfBhXMHXvUEv5s0q+T9LXBLk8nvdzL/ukCTEcNmz8M+TE4k7/r1ZfhfH+831mDybU//DEXXu0mUb91tfy5nVBqX9fDupnYxK5TXb6Vr5QxI89f4f8dbe5+lz9k2x3fCLvl/ls8Sa8FeXmL5M3e+vw75fzSe+vlnKqMJS/r5Ztzr17h7H2l9mJ5Mv786Infvz3DASpLURHy//YKPL4lgt5V4Ipc+FeFsqZp9uq0CHO/ZfX8FW7n1LVCZSsf8PwtyFHhXM+pSWNtLQx/6s/Dk2yd3H2yBUzzWg08NZ81/hl6X+vLz3+ev5S8+/BXnwnZ2WaO73Pz8Pmhr8+DDNTYclYTJymW0E/Cc2RpxuSP8NZ/b1KuZeNy/+FuqkJML6iq//vPn8NS0+LGOsH/+GtCDeiV+cHmzXgh6by/DPYzprh2yFP/ovvXiI57yzXuvPX/DQt/L/XYJa1VqTffhmsmco+k+3+urE8/43TBmu8m8LV+GbszVsMzmP/yVVH+HMvN3avs8ORfZPXBNJitd3789jOESdbr5PDG83W6tuH9oeX/4IiOXbxfhkratp99yv/mn1TS/l07/WKy/f7ub2X1K8LzlUMw+/eX+DNfYIiarK/E73LnaXgk1OecinV4Z826/lHQz3yXqCiFK/lQVY/C27vFm7Wolxo/y/r2amrpfBB56thHmIbyuWO44Ar+CD8v2SeCKsILub3PwTEzZWXviHyl1VeGb07RtB8I8Kozu/suE7HvBn5CSZ/PXjfevBLm+uuWX3/BhJf86+Fhh+15h7Nrnm0f+Esjd24X4Ira8FPy3ed34vJfeX/DF93a1w/Jl/8I4R9e9dzMfwzy6+9j7wopa/0KlY1KzmVSeCCfTQXrVTauvmq+vE3n9rJ/i8uP8rH2XP4M/BIQvlXuPhqnI+pSz6ZyY49CF1gYfnykRmrf/4J8uNeqxx8OW9Vh23xkf78K615uodlrHUx4nlTI5Ll/9MPcm1VKM/+pdbj/8EE23vsrmQ876vPJeGJt7vr8p81tDy8JXfNyc6CV4vufu/+CatLyd34cu+vx8Hq8P/NfeX9dw33fD6cxcdjfjdR1r5eWKehKeibOrZ5UZlPwSemvF+X6/PXzq5HwaeCfMjt0qTfu0v8mqX4ez5yrU9JZfR4zLl/3wX22qVMSw2PnScZFbL/3hvhitfcZ7+vNxlly/2uCOTb8vzd0pf78XfeHaRn4KOb5oU8FeDDq01Xhz2XPl/fwQcd37vu+XyH20789fvGStRfrfBGRV2g19Fl+Fr3rN1jTpmPElfrw35bXKaLX/wzfdZFyzaHP1+Cn3b1HHBNz/YfC136pa1d/l+vUP43ba7d4hyWSoQRaei1F/wzNhtXwxHjsv+HNTXrNhpzhnv6L5J6u2TJfr8P0u5l98JP5tr+Y+Vf4b5srh9vQx0sPz9fIjoosWfglvqm/F+epBIOvGp+vDd3D7leHLIj//PX43PxXrhitb7S/xw7cWBp56/eaHyb3+Fb15uPWPr5xVxoZb+I5cG1Xv8NdyTWEz3los0NmCsccPwr4+zloisX307Mejo3bLIX/zz1DvuCS/5ZvvL6/h7d3HSF+6184oRLMn8JQ3Mvzb/BHljxX61+HJ0zbqWsoVOO/8Ibfc7fIvRfb9QvP2ZudcuP9qDWHffBr4jWqdU/k5ZZf/NLnjrz1jD5Dk6jw/lbheTwREbv2Pwznp18a78v96hPV58Og5f7X125PPhvDJZCLevxqQw/gPOAAAAK4UGbAC/AennDVeHGffXgm8Z7hxUtr8nLQb6X17wRyfuov/WJ5cxcbXl9+1Dmqdpqx1pYWqTdeE+fTmzeZv4d8KLRvaQ8tRMlS0k5Vhvvvz7cN9Zl2+X13w3E6LwfPNSA/Xhi3rw9Ui/hM4xSC+Lu/fPwbeN6ki69+7ayS6RYnGUbxKULhrvf4Vr6rZ8/7Xp2AYeo7N68N54JxSlfMmWv/BDm+34andaqGqe8X/hzEn5G8CX8Ys/4bIT7sOiPbS/XhMqZG9V/BFllsX4K7uWWG/bL05Ni/NOvp/Dl29fXO34IruH+XbkGy+j1+ad/gtzdd3OS3Ev31um+i+/4QivddSEl/w15JuZhAnGXdzh5HF89fMIkUvVfx98aWnPllL+/ns97Gpti//G+SN5AzSvbvh/h7C3Rct/G45773F/l2vlTYEefL+vj73u5/U0ui+T7gj3u5+COJf2/d7/gwuHH21k+vh6L7edMHPq34cl7kfrmoGVzH/J424Pnr5p4Zl5rw9XW1W7uvjIP7y2y+CXafPHr8duury93/CurZPaqpJMiJ/rwS73N+mzL9/hu0F3LsfvIv8OXufYPzlHaZrXBfWtJf6Q+QPHP1/8FtdOa9vwSdU4vw3IqsQNxTjym8eHpZ4z7d/d5/XiIaocyVqmDTw1MuuwpRmN+X93UP7u1Prq20nPkUTmkj3D347NvLfdLf568N9H/LTPChovv7h2735syf0l40Zf8I9MQ/jLJd7OX1/DVdYJZkC7/pfQb5O6lc2/14cqn6mfKgrGYLvLov++C+Xt5/18wbK9f4Jo9VM6V+/DUzeEDpYfYCJM74r+w1HqIqblThv461oct3L6fWH8b+S+t1+cszP4W82RpevqQyn13gltRdZvfUGnntme5n/ha93vduJ7159sdkEji/wrZamZuT5SLzCI3d9+H8PaHinznbqHlxPGUO/L6l3jbySyZLkyoSKUPvBDXG5SXL6MNyKZD4MO31mD8p5lNQ7LIaTw2hmH4KOTu77BeGadanDVsYEj6L/q5SBRhE/5/Xzx+X39QXld8amp5U/KEk1ibL/9hepl1dxhfsYS8sgojvyvCd2fsrL98mCbC/2KNWPr973+9K/wRx7/2/Pc+GUv3Ehuh4NPBJmz789u5lNQak302in8F2SPRpDxKll9fw3TPihs3OGre/rw5ffb4zhs9H8FdWId73fcfBDNybt+TTui+veH4X05nxbfDns4/jC/z8sOy7P/78n+evh/D7kOxvwty31OTX43g7XHvuld/hrHses8Qndxf/92f/Dl8NsIX+PtXj3ylJ7nwa+yE+vxPN33f+GvGeXzDUPdnrwT8lpSw4PxWGf3kLn/8FWayX3vavPX80yh5ct9We4nlX/z18qzQ2NyVOj4W3uuRAKUmDsOE33/4ZqF7R1DrTvrvNcz/mjcnl99uCXd9VShPz9Rnv/9Zfhy93t4Zz/ImG5w/ioa+6fJMO6bEDTw559wzbGZn/hu79fGc/Rf91BHz/X5Y7Tv8NTn3Izqrhq8PLzS5f31D13n+afc+KELn7C+cidc+zpfgwrlCjivUxYhZhfj2Fet8vMx+K3vjmX8LZT71nvXB9jjmb8N7tZcJ+Sv/4IZs+sv1+evGuYd9L3D82L2q4yqF7XzBY0k2FfgjzJ3s/BFeZBig59XV4V3fLLaPwzxTMt/wzh331+CfdiL3rgiv1OVeIpb7ZN+HJcS1UJfP1/Rfv7DHc3kb91U0/Xh7l82/V1rwS7f14ZkhfyRz3/hXL89zriHoSNfucZYF14Jb3tHzq/FbU6mXf4IxOGXvKDjziHMN4fsB3y/q+CjELG7+VeI3vqr83P68NU31+hh4byBNe8V/wQT49ZP1nXi4138v+3hu4n7+/kYOhXgwva0r9oMzb/58E/uRThezMqBt4VpjPvu1X3zzVYJu76q36lFXhy+7cNdn/8N8t8qu1+vUX3cV9+K3fV68OQ9uf+/hpJK8c+CSWIZ/fD8OTZLtjq5EX/BBfJXdxdJHxThdsCB3iRjNUjl4rdLHaP/D+91eXm9ybscnf6+ix9fg08X1Vy/+HqeeFouruH69+1hvm0FufRf/cFOr73wyyuL8Es+WbORN+TivCVPd3/gh5bndv6JD7377UEUHf/GfhyTPl8umX6+gvSWsPycOpJ5mPruw/fW32rYu+0ZS4aMFsMou/5d31vh7C+njHfO/6buPGucV1l9fUM579H4h5f+vC9ze3FfXSG9Pl9P8MxL+OKoxrMwjeLf/XCDXwQ1l2cX5ccp/nq+E31Hy/vqF+Gsn216pK3hlzwL/XL8JSwKfk4317y++quft5Ukv9+HKnXy6ZMf7P/JL/8Ny/K+W0MV/y/0+CAhe+64wxgPmLNEhtheHE07z/sERTckK5sv3XhXpDDNKvpmHHGN/+DCXPnyvz3Gkr+F87Hy9vziUPqF+o2fV+PrLn02jl8emu9Etfx93t32tVXggl4/jrMq4vbD04b/g2L/3l3QnXhqaRMG6taep/+Gt3r8oXy3L/fh/K33b1N/Abm/CLWScKwicdrfk7v8Jcfouqm3+DCf/uzXyOIXqvDXP6/Gnyiuh+vDN3tRSJmMjhI/+HOXKnTT0j/L794Lb3vHOtjX0CjaqfclWw/BVm92zdLbyNtl9/oLEJfLyX3yvP5qSl1+cpRfBH4u6h/+GqydPvu8ij4Id3cALX1Bp4nu1e38EeexXuL0sPaqTydLh/7gOoai4yiaYWwl5/TUAttPfCV993f4ctJsq8P255k4/SafxF3fM/+F935iRi9fOWmKmW+bSV5ff3CsXSVc9eUgikeuyWParz1SqSpC5S7/wvd+1TXNckfv89sqKSH+gzuVevuPhyI/+K3kbP7y+v4VoywvfdPF8NQw0sOZ6L4JZ7fnVkvZf9qieJc+C2upA3X34Zqvh9AjlB0FmQa+ay3Xhe++WNjPKRDlDJR91/Vvybu7L/vhny4vlQlODmlP4TvfqQ789Q7Fp8KOoKBf4+pPS00iyffL/9C8v+HzKl+5LUPRPPWTOG/d8M5rvT/BJqHWV9l/3yeXPu0c314Slb9TnPhOyVZLv+G6yYu4+BkJDfOiDbw3VUq+YHvRrxU/5s8v/qG8v8s3ZuCPk8PdyoG2fJIvf+D5g+IiUgmvPXh3580V4JfP+qsF4ML5Ic1sRgw0//+Ga7qErvo/8v/uf0cw5H/+Lpa8n+CLL92vUNkPfUtyGmfwaLuvw0W6lXWXzi//C/JeVjYeo+pw9RrwYXfpU1+mkvwxxLnjvoX505d+G5P6zbPL14IuWS9l991Bf43ydM8lmFRtrfy//QJ6Wc1jXpivwQebmf+H74XJSWGYRn/h+2spFlzt23S0uLf+Fr53Ez1Xwh5ay0+8m4l8F/ja7mxRrnFv8v0/hzMZX98/1+K5YXh+in4rPXGa9CkU2wa+Ktp8imn9Wrz1Nykv/gukxetXEv+uCfTPeHultx89vjGjTP+C7e072UH4q7+rXwzqM1ff5BQP7n8M+W3HmD/N14rVKRZr+CXj9MZZ8VWX4L5tyn77xw2G7c5/4/y5e+ef4vivd/wV62TVuWXgg68m9firu4rLJ+f3SvZfuvBLd/NjUtd4JSc+YZGlsPnqH7N/78uMtH+CctKfkH74vw1TfUOztNY/y/0uFcM8xYsmPZykHhkb1eH/+Hu9zVeFHGX434T8V2bOSP+CLy5FAekAAAAz8QZsgL8B5+g1FRf/sXJLijfl/9QR+XE5+G6rIoWXr4atzvwvzZVPWHbT88Xg79TWntEL/1k5vrXBV3LTd2U2Uja1wQ+M8x+CfqTaa2g48V56y+WXwU1LjN468roW95vwQ47qsZfX3Dl9VIkeRP/xHTe9r4R1m+7u2N/hbTJHhLr7l3+F+59PyXEZ+ZyUa6S4IfHXP8SQZq1+WpTr8v/WCMu74X4KNMcZSP++6Qv/VgolXk/cKMI1+Ftaw7w/vkCQcS02f8FtTfL/ll99cEVN90Gpf18K8NYnz5t+fSqv4c4rq+EPgr/4MI77+WVYyTDEXDUhP8NXrYRtfb+lp4KtVy/P+cYkXdn6hx2ux5g/8vv+ex+bJ9fk03/BHuuX4JedCc/esX4Y7SzSv1qmHr8sZmmlpf+sIy05++0+WXwSS5q34avL6/KKTcGvhqaO6zaZX/8L3pTjbq8Cj/DN+pgON4MOZ+FGnX7Aod3z8J1axur/wUycZ5FLCL7tkj4X4IM33fSb1lHYYRZP/BdyyNm77Mv/eC+VEn2lTSj516SKvbDWc8+Ub5IoJwYVPXvYK9xvPdyfzYT9XhOTya7dI9fl6bUv1+cqnfOP/Bn4Xzkx6T04cEqheGl4oYbLTygUv++LN22Rfv8PFklIgw/1nzl3g+63KiRh/BBHom/Jt5QxLFU4/fbqYP/Dl7WpHw304fy+6+FuaLu+vuoI9i1/+HMmS3N+go2vwxzRxqohflKFZdKMx9lz8P8ZnKFJX6wm8KtfcmtNMTy/wrza8kYSfDCaYz4/8xVpzPwQx/q9x/b8N3d6YfDcW5XU3xRf+8KTy9qXXL3c8or6Wb8GHkjdSaqQetqRP/0H8iaVE+8LLo5yoLLYVxtr/UO8urI8NUe25vzQ9yLwYOqqLgg0faevDt77qbTBZ9ZBc6zioxiJ5aCXhW8hXsbqHbu2vWEnMZDMWJ/nsEKKMzd4d6dbXUP/BmvsL8Js1CIm5u+BFfjmf+CyfMsZeN8/Wp98KW+CCJcvqSDb5cixgzKeEj2sPnD260/gvmYrz8ij3zw2q4PuSDF13QMIlwfTZ9rjMhaahDgxuLa3Nt3kOLJpKHL/BXx96cKb3x2Mb8E/G89HMoWHfYh8Nba1DvcZm5LFo/zB7hyXj+CCfh33Uy73ySYTTolP/rwtd/C9lMd9XoypvPrcaQbqfszdN3VqOcj96hHva3zhF6/+hzeEO5cu1P/8u3LnwTFyfn9kGfhyZAtZvIZ0yLM/8dLWyPw7QQSR7+be3Wo3ISLnDOHHNkmXd0UHdt+enw4kkbL2HZ78/w7yXL2/m4JfPtY8NW+aL/4aklevBIaL8wkRdpb4Znj2qRcaLGOKudW62t+HpUN9L3X1VWgSPNiKXb2Mx0mThf+N73N1dLuu62fMiyuCwlPZE+p+aOf7l/9xfdz/juPgv1S9mDSneQPmFMr3OF/43FlkZl8fyhz9/ctFOZDzeHUfYCody/r4d1etmv55W/MJnMvFmGfh+GsZe5QU1veZ6lYnu4HUG7v4X5bq8vjMiIM7ghvrQhbDt/b4a03t+RKPCqZJkfheciX0jRqIpfbTBWE+GufHRdlNuD3wrkwvZIaMSyWoEb2t22L/vsJuoHJN6iXwXwv3d3u3mC5PhF80Nhy/4ILLOfu+H/n1oRYEyR/+Nxm4v3F1HetsdXzBDNuGkv1DkvjIni2A080O0yF/ns+qCATfu618v/WCCH3v8ax1nt0g7U4P/4Xx537V6h2Oi1aLsmdfl+vSG8r6yd4lJnycJuuvs2EoyQ/h/d3P/x5eMgkoJvn/F32CX565iXBK0MMfe+etwdaVb8wXUFV31h/aduX7ty1XwT+X3Wc+MHyyb+FpbpKTrfQzVarsgfM93//D3PvXSd76+RCG7a/4axll1IJIOED4vtfQWmkNbd8WxZUsbkhUAVacOTXmjj+3iB3/r9fw1DHtxJJfxx9aF2h5wOl+/wYaz/mvOPYdXujel+HN7terAJP3PjZsZF/eOwmX/fBH3fEPh+m73nGY9NOHotTRRSUp1rAyQ1z7SyzMv8vjt1Tu7zmwGvhqXvZL8yc9/D3PCPMvns7t/z9HbC/Ot8L36pZg8vmCxPagWH7nka/8Nd1UO7zu0pYrLQkRdifw/pHNo8ENw3w2tqQX2FVM3/+CKNFhcS5BvwQa0mclfH5a26ft+wsGll/w7KN7FtCPt/3muuUlzOEbla2OX4fyyrRPLLr8I341/BRzL5dTV9u/BBa1GUEPK+b/fUPS6P+H9lJ81qX2R5ZVUNpO2kyXD0X8Xgw1sbGK/OTj4bl7Tro7+/y/7qF8vLbeuXaqgYXP6zd4FZy8/+eoQ441N37X+SLxTGiR8NeG6i+Hug62N7YKZFMv9XhaZzz3dv2O062v8EG8P8ekdddN536CTctt8g0nX4WzRnJ/dlXDKSX+vs9fwBj/dmeDQv/eH8zd8t0pi2XzG8vOW+G8N4IYmP2SND+GKxympPNq+GYobj+d/wQXedzte03WGn1gvKWLC6kPy8ORem37CfzDu2GJWqoB9+F9iGE7kIZhedLXrIPxvvKfuIu74bXLSYEYA+fC2bD2XSLjipx4z6ils0S5ThP+CHklcfCsuEl2qdXb5TabjUnw7vtZi6tqyux/fmKKkRVp8P8PeuaWTmlvf2g4Je+bYRtWSy/f8N0pIj71whrMNyrKOf8K93h7S/v8bLIMQgny/14cIq8X9vvMv0Lig284gqUGPzVNiZT8DDj+xF8N1H7fB/TSyFf8VaMbGsMi7+i/14IuTPZf/UVpH3vf4Y3dz/18kNfhzl9f8Nxb9eGbvxfypuglnS/14jd+WfXuCDjivJOJ+phl/9w9zHpvnCNy6c/BfPH3WvjbZt5w2R74d5/dX1WpZ5b+t8dvNuPr864NfD8u+runtKGfnyr/l/qrDFEGzk8d5Ri8F2ER+vDXmyLUMzlV/XuL5r1TEv+uH75c/BFNTXL93l7/D8e75t+XLsg3Du68Pbr/FW173XnwTxy//hvWku5g8+f14Sudfunv3D178Kv3YLMNnV9mHPylTnYr1z1GpPJ2jmUnB/qGp59V81/L9/i5Dp/Q6NS4DTzXP5bXhje71r+OGRZtP/DNlWvrZzirwRakzzfhaOMeUO71DjcvhthRotC/gw1SDHnu6+UROgYmv+bu994Zxj3+fDahwDy+17jNbnuamtz8cyQfvXr34JMcUpNmy/DWrdfNZ1k9F918RNTkvrzb0XwTTZMoXV4vcJfuroO5WaUUXx3y+Vd8GvhWUuTal9vbzPjBWtY68E/d8N+NdmMpbqFfGvLkzK/OXKldfwxnfqu32iRHvW5f68NY5Tr8uVEO78Xt11X4IiO+78MlpnWlQ7b/n/wR584vxcmaZc9eGO2WGReozLgTU//k3uvBFCHq/PX4I9ax0G3vVfwvrSct933PyPIEp+CHtXr8EO6zC/F2Tk3d9l+/wQ33YfBFpvi/BJveD8N1Ujz9Pjw5JiKr8NyoKl6/BFs9You4Xnr5dnW/D2Ruz/cur4+9SH+PjYb+UkZ9Xuj4bKbOod1v//NWv5c+YNPNzSf4e5t55SeZ1fHjzsFfwQ+N0q/BbN9y2dtW31gwm08i/VLU15C3rw11VaYZdc/fXhLl/aX4I8yBj4vxF2Xkj5fa5aDlSfX7HysL3M2hPL/vhvu9Q0kx1/+sL8OXa1bP/14I5cLDyg2f2F+K3lbDimjVTmW//hemN0L35zZiyopt/43q+pPOoWWiunL5hEfFq7XfDWlaww6lj/14MNVtru2Rgy7+vDeSeuaIReOP+C6fXbXmXy/JpXZf6vPrC/SlOg8ywhLyxvgh3T5leCDSvu9t6zDMN26+X3/PXTNhPrwQWkNlLK3L5F4ArNYxnzxKhwa+eskT//4VvkQWt+qCyj/rw34SOcinLXMa/4L850u8vlhL81hH267if3JVvXhrdalF5ljX5PBHIybk1L4V1P7BfaHVXXPri8bDtqK/16QLdV7GrvwXbovPkH75QabvwQke+MQaebG6vL+tWFS8sdzYs2XUycgfl9NdoF/P8wSK7WaxCGmCRipSplxivrwUct0t4L8N8nrNM6zWf+Gse5dfnGglee7fwtXLP3dffr6S8/Ofna29EvBDu9KPw3jdS7dy/+X9/BhOg3dSdLU8yoSD//wnq9Nr+GNTO1y2uPOzq/89f4/klvivLK9Qa+Ce5Nonnld+DC/3x3fKG79i88f+X9/PIn5ETaaP4SrSdzln/gv3U7SYlwSmh3qdL4fJ4JOksVeG65TUcS2ebo+vPWHbK//CckPtr89v4b31BfC3mhSMb1Msq4dXxHRcv6fhy7+v3hsg+d38NW12H1ZJJBoSXhe9/D3Zdh5LHc6QMw0kcBp5+GHsEf/wYZY1JnV8zv/a968J8/jbL785IsO8n8B+wAAAISUGbQC/AefoNYWvcP+aW7rP3Z8tJalN/Xvwn0jW3J3fgp6T5aXvw/FeTV20/gs6tT7uxuJX8rwjyz83NJd73wTdMQ0yfGrw5vdbEHeRv/5bvf57H59lDy8EdTb9Br5+Hh2dh/z1Qh+Z6vl/e7BbacMlla0+Y9Qtd1kzr5ewL/z198668/L8kTquX6/BTV1vIXyfi/C/knDoVLLFjaxrvvvBGQm9PIb8Lle+71I0pqOzX/BJl1nxZfrdT1uSv6fqbJ5cl/6sT1T5/XhmJ9NaldO//zVk389Zx8di9x4HpgVXuf8Gnhzqsp5r3Ym/kL/3hjnUl5lSmtz0VwvBN8b39+CvL75XmlzYw9jd3uXYrWo6O7yGs4eZozDpXmBv8FOPE82bN9HMxYvwvTvdu7TIhsQ6F+i+9+HoTV4+75Dr+pBFTHfyr3F3fkjNgNi/9YR8utSZjm/L6/nreTf+eqhXEsDzY/L/9Bmf+38wudMg5y/veCPlzmrz1huWDcX/4b5cruPrCYzoAzfqQoS8JadXv+CPzPgov++CPolYrwre8ubuG1Mn/8EHLnM4yxIh95Hw5xuhBaitSuDK2svyX4b6V1/GLG8Lrzzl8s3eDXUP9R5lQmghJmRm91ivgtzf5X7gkvqwMX69QV4vw90u2f6/BDWq6ov6fYX4g5oZ8wCWMkm7voOlch7e5lF/9QpfOU1KvkjJ+G4+rwTFGxL+OIPsQaeci+UPyL5f7toNXd6hl2/MHvZf1rDubGUSb3qdnUCLcp//l/e8NYx7lGH4bu5iXhDnxyfSHaJWwrwUalxuslWKf7BF/9wUk3fh/rnd3mrw+XNjSjGSWyvKOB0ud+w5db6fwS7btzYZK1AASov/WCyGNX+X97Vsv/qGZ3brw9pD4TfG++G5QSe11/V+x16h/e4aevnrl7gr5kXwbeCDPm7+64UXDc9PN4Ip4k7/T+E676qXzeafxJcj5ldlwcl/9RBC/mpv82ryPugT+NUJ/LZfvrF02rce5f5bsrP4Zucof6mHmcu/8MlwIXtO/0wlLV7Z+Dlb4cIpxr+mg/5/Dme+Kcvl314T5MRrLm+sRPzsdkRn+by4y//Zufwcl9fw9H8eXjFec0nzqEXvq8a/m8nPknh7M/X+95zdtSLBBuXBE1R9+acv1+GfHlymZhwP5rQJPuH+exhaZ/5f+nFXfl6/w3a3Xwzb56Py/90HpKhllfLCb1lkxSD316n/gjEhj3R8oM11kEQ5+Mzfz3VGiWnjw30Cj/L3eX/dQV0n7Vby11+Guf1NpA/+vPY+Mvfkm/BNJDSzVt+K3HmXrf4Lp87mL9frqbwQRll5Wu/I2TyueX68FGbK0jV4oNvDO6tL4btdxZf18N13dwiXpc4VPf8OVEc1+RVJfz19eGdMvLc+1+GfN1POQv9vXC1TVi8nS9fh7Bown3rglpyRd7WN++W3+ELtbzqa633h/L975R9uWGpr9eNk3e5seNW03L/I62U0U42Pr1g/DF7JvCmmzleE3x2GX2DUv3+H8y7+QLJ897oZ4sw8Sebm5Qv/PWalf39BXe1yWuvsCJlvXh/u21ay5PaqG4un/t+oWrnIkydSVO9hN30/wvP/olMWGOfw+N1vIy/29nkFT9y8V+GrY/c9fYpPKyl/3w/veL+qlUf1CbZr78KPvirjUj9uGHLl9dXU4q8L5XQz1276/DVcMD5l/rsKyezJt+Z9qE7+DXw5vFayI5/78282fBHb75V4e3fy2ynWmRNPQ/4Lq9K7fsv1+Fssuk9fnD5Z8v/eCrJmzd820oxrfBPS35twy/2uCIiUdVO8Vx+EyquH5Pnvl/2lDPiuvlEuTCbggWXz18t35fr8M1hzYeNIFDF42UvXgvuf521xZ1iL//VwDTw1mZIdeX+w3hXPy+v78nJ4czZVcMpIIpaHU014b1qpYDeph/9eXolXnr51s87+UP+bCmVkrPmsoWCbcC/DOcOGF29fz1zPIv78MEy932spkOBP/LHkF4YRfr+CEs9OKi//QZy6X2oIfiW/4NPPX5pyh/4YlDdz3qm4KjmmUc/5bul+FdVieZkDDw4i7i9fv7BBe+TfquIlCt2vy/fVAszV3tT975fnr8M0u65fX7UXqV4S8kc/p/RJNvXgin/78k31+CSX751F9fsMSx8VvX6j4nP/BFvfWX/qz6lnGBY//caWPg08EnL9fhnqvU+P8OEbxf/c//wT3e+amOy/62CbnX3r0hfv8NVZvyuN6//h+v3/Zl3Uni/w5EYTXNpe4YvcuJv8vlYISRujL+vkrevBZ5spXLrUt7fhnM84b1/HR1Rr3z3l/+qL7/hHMffWqtVg08OXfX5pX+CLd9fguz75qLG/BhPH5VFpFjCxC/wzbv5uqUvr+Hsnjvpb4l9us5YJfrLFk9+bu38NVUU6w7WaL9eHNbcyfaMon68MX35evlDZPb+ex8NIqKNiPXidK8f934Jruf/Mu2+spHfBr4Jy3nKEh+H6sfhmu6/0YcTPe+Pzfrqnzvl/pKwW88t1uV5qzf8J4r63l/XTDXk+VJynHpyxImgv/ffJNV4IYy0K+9qL614TuafOvk8Ecu+oN31gr2b3L5eQpvr8ldNePyN46vKxr8PfE8kJLKq+N9MdrWP7n/rwR9z5WX8nPE5Y1fSl/7oFF585/yrxWa331+bksmfC935ZVX2ljqL9dV4mk1Sm2n83Tf4b54nSwh8dnTDXL/1YIOfS2+7VQ1Rni1k//RZPmDfw1pO6+26MhmtcJb1aXJ4SIXJ8Y457kL95eTk8hf/cLefZ4/eCd/Z68hSbf7DVT6J8PWPThv+A8oAAACcpBm2AvwHn5w0sb7x0btrw3z7X8yMNNPL/pZabu/wRyEU6lai/955Wz1K9qxhU+LC+Czqs8du/K3vhbzU52FmJB+/Qv7DN+H+COf9vwt1XmXX8qZJy+v0Hu743J6yYe+3X4gn56/LpkH89TCY7JYq9eeuGZIf/Bh0nPfqPds34NvC0q6fz9XIQnQ48KvU/Gt6+sK7u4/T7ANX9v/fha+qWZEpXp+4MLNCPy/f4V8va3W1enl085ynwvl5JVQv0f7wr4w7wkW3T4MCY37d9VLpu58/68NlrLq+aSZHuH/nt/IJDUX+Gt3xQxZ17bwWGIecu/zZF8hf189WIguW/14cvfr5T5lZEuDXwW4Z3RkkTr8H56+udQil/v8v9eN81Kvmhu6XG+kU/IWl/qrPr8k56/C3O+TPlDiXY+Hbuf/DVqa6+CT5b7/+ev6PnKFsj9zcny+v5J3v/dqteHKkkRaZyPFLyJ/L675eVxyS8N3nzjH42TEQN/Dmf+syJ3nIYt7TTffNnz+CXn93rF+Tar89j5+TEf8MWryM7qdaTPy/156unf/gh7MirK/BfWkrvyoUOzwN+vBDC3uUeX4X6vn9TJkFDqqJyTKHJ+CzLvPq+bMZ+DDMVdQ94jbbZt/4arqs68++i/X4Sud/G12DUv7uoMOR/Jo4Rrwmdfl/1wR17sPk83vvXrergk4Vcet5OFsvG8fctJSlaZBV39e+f34bvuYVY+df/BFe7eGX6vwrjyvNvr4hfzlpfXyQVXu67u/F+SvO1eHJM8YDGNiM9mlf8Evd7ufxQavVoNyN7g0/H4unL8v13hnw3o193lDKXJgirM1ODf4fifEH5fum214fDNqfDknv4vyd3ulvYML3myO/18lZBeQv9+HSZrj6/d+vl04yQ5/HVkw1Oe3dT+HSuaXJfLv99Zjxw+vBhWTYZZOlUP8XnRf8NX0lHejyzKimeYr8Fkze+8sqy/C3n8v1MOZf/6yg2L+u5/z81Q/Jujl9fw3iXCfXDTlfvwSdprKlyYSj1gYULnc3fgiz9rxH4J6r1a9Xi8mZNf+eodcP/8EfRLrL9epd59fgu3aaL8/g/OX3w39zBv4bJx2RU3Kk/XhubmolrG1b/l/e8FHl5Y9XN5OFq91h3OvUhqGnM/Xgr2kufIbyfw/Cc/8u/wvxtl87eHh7mfL9/hbN9dRWZ/gjfj7cDPhnGl+U3f9eKz6++/3HtOH+CHPv2/s3J8v/rBp5uEv1n8M+SSl1L9eG82ffw5k/hP0nk7FH8E9OvJ+v3tz781Mbp/hDNUuqb6ryTYbf5d7Uv6XRrxzv4ML3qux+vh9e1+bKxy+u6YJd33XB+Te4OF1hw+VAeq8N4p6L/XkNJl37kHlevBbn+oWxi8cfNl/L/vn1LPXy+uX4KsdXnuB97nilIjwryXffhm1evkCIdTs/4ZE5PYvCf6f+DjziF8r3nHfhm7fUtzhf8vr+Ca730y+q8Tk/GV78JXvNSv6y/E31mDd/vL/4MMNyL+krycm1M48yJ69Ysv/qGIfyp15mIvDV9P/DPlYU4s1LXg08hJN/kKTbt/GZigR4ivey5vzlULw3549fGC+/4cvcxdXWm379YR+CPmkkzXWPiGm5Nf5cov/0GvOvqU4tfXgt8tLVYrL/7hfmxM3JPHj8o8OuzySC38v6+6V/wxzbw46Va7MPO/y/+4IN6Usqh/JmPreNcnRZD4YbgGnZsXL60X/7D3mbK0rj9G8Vvl/cP21+J5P2n+F976qrdkD1pAEb9VO8D+CeG+oT8TvneR/B+CKb6bm/sL8vHzG1C2ih2yUjDcdX14J+b5PsPgvh8e/MvdZOR1XrwxvNGtZmOdhf8OSxPIurKnHiMvl/dcNbiGFr8J9P2UF/8M+XrCN9TuT/L7+7qTdF/9xWb7r/D2ZkK2b+qQvEIrbPx0of+CKz/0Gvh6qrvc+f6Gouynf9iP79QvN+tZYwz84JMWZf4czLhvyxTC8O0nebZfv7Bde73DmKZAvz1aIXt+Xw3Kvs1ZvDPH+X13wuQvPz5qvixsldxwtj6/fgiLMxs/DPL3UFn950/+bnjl/fyW161xu1S3P92s8uP9JMO8f4Y1qHpMfX4Q/YotF/S8EUCrNZs8Diy+v4Ja9T531Bp57fhuK1b+be/1w/BfKetB6931g/5A2/y//YJdv3axfgo6b1mIxfhvySr9tzi7892U4Og0tH/+CKXb6/PXh1FB/4Jsq/wv9BvpwvGKd9t3bhH/VyUI/+F+SU+aqUlk/rw9m+gyd3DvvlJQFV1W4d/8ExObFDJjd8VeFyk/RarH7l4z/wrNeXObGfhtdM4baf/hkuT1JWe/g1L/XhkkzbsnJ5L9eCbmwc4YXxv3fhqTPZjj3jmsMcz+Gtava84O3+vPky9siWvxEue1Vl9/xM+e98v/0HJv1yUt+vDmQUfb5H4bl0PhbaCuI+OEr75/SZf+C3M1ek3YfPr8GMZ+X7//Dk/6hpce1PIr8Gnn68VL/mrpS/6ubWt+4axlZB/b1r8eOc/DOF+b5Ug7F4X8M3mG3+CHJ+Kn1h2p75HzfG1fX494azAet8ENN+QX4Itqlh+HKt+KRr2/l/rz1bIvT9eG6JSY6kHBN457/XhjuOuDy2r23+/Ne1+FtIgN8xF2QRblV4v19jsda/dKN9zBr56+0qR4vwzvVfDNsMHcwTl/9QWVXiB6Wt5krw5z8N+UOLzPKPrww9h2zK9wzb1X6Ds3l/rw1Lvl9GGVqNwO+COXvu/e95f+8OU61wiaUxD681vS+FZAjXNlTEPlTLeWRAkHosr+Hpq/h33PmXyhdbUv9eCnVr/lwaen23p9PfEEvd3wbeCgtW97RRfgo2qXNmq8End84r6BfzucmWS/fhq0zz/lrp/Pyms4f43Srnfhapt6I+ahhuXs//hzHqdTbrR+vPVN2fv68EG78eiN1ev2IfOWCnxt5sVaeSPoLOjXjjH+/y/f56+owFu5qL/3hvn7rbDnR/8OcxU3Xh2erwb+TST/HcQ0vFnz/PW7awzqlgjeth7jXs22mYI45L1h2LcLXmF5prwzSe6+Gb8+P9Yvw321XzLlNa8Fl57pZvk9z89YyNmivjIDA8vj9b4ajvXdcfnGsvG//C+dCf7rZYfvVvb/NfdeHMdgj3qp0bx6kn8N611yLDzov14J5/61xEGpfrXrzWS/1ay/1uf9fP/RflXLDRAy9r8evuNEry/SV2CGMxj77q8FPnltpyb9S6yFL+HyjfDWReVl/lHQ6vqOj/h7Uz8npwS+nLYDPyD68kqBa7RSX3vw9T1U9SyXZhLrG/ylQoZZNot+vcJ0qvrPnAekAAAJg0GbgC/AefmDUrf4rmolefF57Rvmo//wR1WYvB+XzdF9+1BP2M9Rmncpa/BHF/FXhyHvfXLpSvrzVT/gp5aEI5L7UYlMr1rWv+C7zeEt/Pl+G6d76/hyXRYLS//Rum4NfNk/83myvsPb3c52oaVz3g/bIiYH/ghu6dt678t/DfcsVLZ3Z5TL5f7/6y+++DDy4VkXk0BGyo4dqv+C8m7hg9fU6K/zvIFwug20MnkKTZktF/6x/nlnvKv/BPm7HrLttd4Ju2mX35Zff8TkzqaH8JZpfLwbeGqylylFVO9w19+4JNoOyQ/Mv++eoe3H/+WbNfnrVV9l9/o9ckm4dvNsv7+CLWbuZf+8uRAv89YdjHP2NN/y07d+Xnb+C67v5ZQfm3vL69Z6+csdNOuX+/FXy8pPf8Nef1WpyRKnd/BNwypnzywQZr6PWNA51s1/yX2viquv7vLLqCDCKs137vSwfMZDsm3/LPn+L3Xz78Obzw1MFimTB5/4d677h7RcX65fk6S/C3NzVpFSZ2+Pp3pfDHLLJOqsLGjQLX/4IZ8+VeFtam8XsCkp9UfnXh5hZyNeC++bfN18hc9eX8nsEfEPb6/DkurrhlcZ+DTwSSPy/OZf98EHly241wxi918YCbvHg/KT4rWuX/i/Lla/BRze98GX9/BFu92X/ywSWg77VFXkk9cv2/gmveTd2Pz1KH3IJ/rwrrW017huNpI41DC8L0pPBfSSef9UYQueHLf/w923kUJZupd5cf//l9b7BRSfuT3l+C3tLDvvjPwWS580M32P2Un4N/BGTLuWX/rD2H/07LkfOqUaXOkBHp1qf6L/hjjVMxwt6wy451H/w9TPnw1oXm8V6eET21/4d61fm+96/OLZevBHXXvwW86ldWoPzEd+91CsS59ysqHb6XZD/J5S8zC8Z5cXeVhe9fhyq8Xx55NC/Bp2K1p3vL/rmz3/BF5sl+O8uK/Nr+lov/Trh+CWzCfc++vyd3+Ceeoa4u1XBKslwV11iXPVey/qrgu3mxSbeD8Jc/ufNe+7fy8vP5funwrtzd+fXfHz660vhzjq68d3/wyXJ6hN8b1T+Dcvv9Mj7y/64JLKpdb8NVWaOvz6lrwryfe/fOXhtUy+C/ZNmsTomNKzSFwg+1f/HzkuS13vf6t+C/Uucv3Pw9b+wc+CHqeWX5dVvwTFyfgJPUN7kGvhMlz/x338TuvJiS8EMbkn9r1Bhu+8vzHwzLobCX4b7uv8au/BHzUu/Dla11D0sr2X6/BdfFY3cvkL89ZalCv/DXkbX50Mty/74Yp65/1j/ryVSaoBv+CPWyi33h3n6u/y5r6klp/YQyf3fP4Oy++v+K5I1r+5m/4jV8hm0vBP59yfFXi6b7zZ+C+q9W8oZl5K3Fv76wvG6vqvFTQcVqX5PPXjdvy//QX8NnrvkaVCOD8eHmCX+gQiR/H8qyDTyiMN+l+/CG/n1gvwTb2sPZXMV4ckJEl5mZKdr9/4ZvevD0mxEVNEy14L61vet0zx9+a3pLz8PDs7//DdWvXDUyuww/kVB5+G+2q/TTc/Br4a5219zBm8v7fhfV/P1Ddb22f+vE72lXl/y7G9pPH158eveW181mQM4291DURzfvkmPy+vLyYlfqevzPZOvyU75f/oGHc8Zs4vm2URKf+P3fWcvk38E936yXLL/9B/mi6eTP5+bNmmELFKmVnOK5B8Pb2ixpcqqaUw5IPJ2WPrz1/uF1av80t1/Dd78OFJI/Bp4bxhkb8HyDbAqrQevDM2nB66vG/f/DuaBBv5d5usNMzr/8+X8I+XIafy/+4JJ/ZXfhrbuvkcsoV+HOXG2Hl19pP1BPP/zZi/BF2ifvwReG+Rj8F1e8nhJujF+XabL+F8g6WlKcuaWvx39wf6haPNH71X7D9effir6XG2vwTeeHKwZf/sTMzUzLcTW+6BHXLjH5SDa/Bn4os35o78PyY16TVzdN5Xl8kffhefPDW5XTU9ZJ/l99cTfL7dK/4apvVVIH6P/n4fjbOkRdS8hHe/w2XP+XyuD8lBRHl++sENWo8jlXm0zR/rlRf+6DGX5MXZ9c+y/tVhXj0rh8eJLRa5NvCX/ODVff4ayemuaRaf8vH1n57Y7d8JGPievBJphC3GDzn73uvC/d3lL9Y+6dX/DWt1yD5Pf/h3StPIvz+vzvVw/8VJn4Q87fDeT1qmgV1OGcUbT15cv34bJITLb8lan2cLx6Ha6vwXl5eTyf0pKG3M/+aul8Ny8/6+ddcGq7wU6rlX33y/VzL+1uFcN7ry31CPTKR//nqH989B/Xgw3c93WpRMa64JevBb5s3PrCX/3PUx148v8v++HM5ZPd8gRYDzHo/hnhZaK3Bi0MSM//DWfNfmwx+UQb+1lXhze9eGV+Xy/+0C6upP9fhmSN8H3jSwFZBpFJT8nd/rB+uH4ISn88rEGhfX8ERCZ5UX73UFV75cu1rHHwlqvTf4J8sPdLW/cOx+n73ZS8sWxtSrcnOKaL/6ggjnTFj74/Nuso+O+3SKn/DEvbrjWVS8O37GJf+CGqqvfu3p/DnL3YeuWa/PihuLo+Q/huFF/j5WPJ+p4RJdYVu8dW5b1HJ3zDIw+oKhP8K3XXevwJ86sv/0F+XvdOuR53+Dbw9PnuuGNSrpS+Vw818vrvhfSviPxYbj//gk1Lvh+C+1rL1qXCHm3/wtNt/L7TKp5ShjHZ/8vlyX/1y/3uCSb9wvNnS1+XN6XwYUt5N5SvZL+i/+oKZ85qfEsHl+GeXt192Zq/zUl5f18VvTnxdeGSFx+CCJ6Vv2GSH/Br4XLLionqbhn7An9s7wprY2deOxnvb+b5f9c9l6YZWT/nr/M1E5GvD3m2XddV8w0zMNpqb+Cy2u+lJuQX4Jo8ymLe3iryStn+CGX3wZf1rBPnx9c2Eai/r4avhuPpOOd/Xgv8uWZdmLtjcXDbgxV8Ek8eyi//YQrpO/xDYNfPX4/CmWcVrfDMOVPfX4iDuYXXhGWcZp5e91/P04pvHqfL9v4IqvsF64Zfyc8M7T1WkYj/3oj5k8ENK+X61Rf38E8xp8vPnYryW1f8FW94d929OUGnitw7InhL58/w1K/VfOvNfqx+eszZa/fqPu/e8+ZC/158FYEX7+7/67wyThKdEWbAzxf/cvfl9pPVdUX/G3C5c2Qzm//TIgk+m5Q8BJdmj1/89cO39v/Rf9cM4f0NTqHb9f/+H93KvCPTt4k9j5RpnCDdl4Z1epguaP4DzgAAAJ1EGboC/AefkDXENF57pE0Ip+r/ier7v89cbR/kfqF+FXvtqv4bcUaL5Paq4l/V/L6v4d7vu5M3u50J//zT734unL76/Bfx5oNvJtB7xRQ3XGTcpNu1PXi66mb/wlwk/zPj4NPPc/DiWqrBaLw55N6VGBJ6o9Y1w/+S7e/BR5+XPll+vwXYh+qff8OYR19Zc/mRwn4aXwTELnnfsv9+CIuqwfhXdrw9pMIaW6X/5MdX/PbDqLVp/k8Em8gXwsvv+sUGvhbu29r2Gr58guCLZ64/3InX8Et7V8KtyL8PT/5/mksv7+YdJ/m2xLl/BDuvrL/rhu91UwrDc4f/w3ar2fw+t//CXDL3emi+v4a27r8OpEKFshf98EnNHqDnw3XVdkOr5PJhsy3XhzEua+Y+8wUl+/zXnyvWX4c3itSXt/L/7gnzZ3v34qN3LY7y0/DtdLM3x/ynq5BT+/SDUM7IT++DH8+5DTf8LYslS45C7+Yc8MtqevhuL5Je4l+r8J+WOfPwXSL+tZOPxFZnds2A0XWCLDgyeL8PbubHd23hzfOuHfr+X6/fdZfr8OY9TypnEMNytH/BJbtO783Evy+/uCGfLRcw/J4hz4cxPvqalsw78v/2sX4W7rJ6r4w+MdA/1c/BRm66b7iX/vDe73H4QuTl/DWWRTUufms7v4MKypmy9rF7pBBy8OL/XkM/Bf2R+8ra+zDlK+y/+4MOWRsJgYj83yBEtzn/vjX8GnhrmXUtkjWE/gzuteGONU5Gz/2yjdXy+kvQMOXHOafhJd9Pgl+P7W96BPWr3TfLL/1gqm4vECvgJi/tp+Gt8buXH+MMu1v7J1w9bl6Eyc7jDXwxz7NL+/RQj5Yfhi1k19nkxa3D9snW/wQ2dbleHNO60QZz7/8LE5+Xv/yzIwvSe5F/4bur++uKpyz0fL7q6grLn1ZqBkMUyscosv/2Go53q4hlOX/+CPP9z8FOWm3d8rKxZfr1Bh0iZMSlj30sl/Bfkzj8rGxLsIuIH/4Z3n604/L8G3hmh4fUZJ22Df3rhuYuq++WugOHI3Xgi5WL34aj2EBWW/5Y2vcr+y/62DCq11X2o8oZ0/k8M1uXHBalZ/+CPn1Ysv9+CmaUK+f574qL/7gvl31uus8fr8L6w7cQqhdqZL5uHbl/Bouv8t4zj+fuPkTOLsXXgm8mo3OXcy/X64fgtzRxtrP7XuCDbnif/MxLfpkncvr+CaaPp7uflzQ0/sEnh3k8ZftvoP+esV+E7RnXyh+46XPwU3ct2WX2zpevqW1ha+sV/fJjMovy/fvXiuLyc314anH+br5j+G81Bp5MufxGprp00X99Repnd7y/64J8ldcpaLL/1hnzdVOsbcvlUmjW+epVin7hu367v6gize+c/C3M3Lzk9icvHZM8YS8z+CTaXh+FbryOWNfOKDk2uy/V+HJ6rs+NvTzP+Ci+0731r3C8mtWk3Lmv8d/8EN9cK8LbrJ/0OJIb6w3JF9F9P89fDeffTLbcOA3L7vevV4a7lipueuHc9JN79eGrpO6ytv8v/u8Lf4Smk+fOvCV7nPzevydtfgvvRXvXjPf95MfvvBfBCO+3q93xvokEe5f/sE1a1yaeg683l/zarXvu38GF88o+vXybOfvwR5kNrD8nk68ITy5RbVqtF+0vDXdpfU5dlBfVh8m1VeK3t4939YMv7/Br4ubzS6p/C28rpDpe+LPmC5bOj/hm3bv8baPMh+CSbrxfgjkzu/De7VcW0Xsv3+FZPjvubvufOHpd/DnHfepEMzW9MdzXnr5jQyPm0Pov61gsnilh6O9+WOIN+43uf7S7loeLPoo3+Guz+GOfy90Ta7QbSPfl9/178MS0P+OqFKtxcmgkN5eDTw1vdePa/8/sNSff8v/WF9txpX6r865lX8M7pdl9fCPz9+wfrwRWiHTrT34Zoihxcvjc7B2hLwrktcs/sWiB4+sT/5/ZNjlydxw06FbWC+MbU/Lt4v+7Sv/hyuWao3nH/XhzNhXpKhhT+RAAStch93y/X7m/F5fp/BFSu7vz1Bdx/9eev0R1Mjpfv7CtqTtEO9tXJUssaJDxOv+bHacGpfXScM2QxKe1Eu//gnyZ7uwl/+wxu70w+KCxVpQS/Wd54lQLwTc2dJLD8F+crMXPmVuH5VJwq4mvEa1yP/ETx5c8v+3n98onDy1/8NEDjytWRfsWG05Wv/h0uTybWt34ZIoZ/y/XqGfCo9B/whdzfkTl+vwzDeV2XFOZh1S8hfKrx2PL3R7jrI7v4c83i4dipKf/ep/1rhWNV/CG1/F9ybLL56yHzpuRBhbtxZaCjg08nkz4vcn+WX1cS/14aulH5aCKwlBe7lZw9rw5rXCnh+5exh2WD8vTd+XnqanwYSbuNmX1cJWNs/Rf9cJ7lj5O/1gy+/4JLh+NrqvCtw/9yb2+FfUP3vbB+98LEW0X3gnzlZl/Fs4uvRe/BDuO0JXiCg08NYjmsbIdq3rwYZA7Mr5evhq3W09+CiHfd5c2PyS//Bf5KjNHBzrIPxqv7OHnoEX+rUOeNeX6pm1eby1Xhudtqv55ld8RPyZ429H7+iXjy9fKCLm8tvrBP0m7aZpQfhbTXV+ENRJqHN3+/PYyi5K/y/9WCiFvTynrqK8QaeKmTf5/8VMex7uML/DfLmD5pptlf8L7z5qbMRhCv1VUv17qQGrov9bhrqkSZZPf/vk5cRf+8RmnM0mv/mnxv+CHe8H4JpftH3b7FeHubM991qacioy5C5w63rwnILJPd9l/7wxKam6RDuax2bJ/waeTbcy3wYW+5Fzd9XPT9+GZDZt1CfkV/5f71BfcuXhR719FGj9cfPxe93lj+SqpE5fE8n7rL+/hq9q4VvQvyl+t1DZIv98JbDunfsGnnr9qHlrUX01dsMFtSaTX3Utaj/vXgkzVVv1rrBDJ+78FXF+bT3N+L8VbnklNH+F+H+HN01cyuZ3/BHxv3r8I31bX5+vDFV1e1GPjZZeQHfPbw3xv+FtK91rTNPoYv8v/uH7n2aA5Kn3fB8Non/QX4Luf3fYfFc096/Le8G/hqfvTX0G8mrwrMavVeCZIfcdQp/wXVX41ph+N6jXoVap1n1f2aMicOw69Jw2vC2Rve9TPX+vcKXf3M2lV98GX/3DEtteTK/laPGa8EPF+vwXXN9p9j8F9Jv03XVJv/Dcvfrmswom++X3slQX4V07nyCyoyCnQ9r/8Fvl+47axl9/wtJ/qv+5GXM/8EvJIqFU/B+/FfwveW8n1h7uLnnYyPBt5L6vxU+ee9+TxyxL9r4LSYSrXhHpperL8sqJIcqysDL3qZ4dt/GTwS+Y+eOTOX4/yyel4uV2X/3BFe+KA8oAAAJ60GbwC/AevgkDS3uZf/cE/LFalzji9cN73Y/h2LL0X3/CPCTxZ838svnr8M2+689xDN9xSryhxMhyR/zVoq80ep/4MO71X4+NybwkHotwrxe09314IfHucS+T+CTlKO5+WzXBu+8Z3c+qn0bSYe6N3X+7VWpf98Em99IPwtkRR8xqup/PP8v/0CjluF7QzO4l/6wlP7WK0f4IO607n1nf4iMon+CLyLMsMx8v3+CEmeXX5y5fDMXN46WP1c/DN94smzGay78Rl0eaI+7rwrmi3lz6hlcqqFMLECpBfXnqR5AvQzPkQZf/oFGaW8+db7wR1Mw3FCPwlva1UGxfv89Q33XlD5IjuvXrr8L0VVJLevlc5BSJeepR0g6//ycrV+CK77j4Wl0LfdZV/Wih8j4vpa4WpXfkjK1E2YW9eW9qvDXlsjfGM2yZ6fz4P9MOw8ZeHNFN1w5zKckyof5MuYNfNxX+CSm6eDL6/gi80ssvpK7QXuMtPz61i8cUq5zxEWi/v4rn/mX+uVeCLWGd5c/BhnK3a9KHMMX3pnD/k1b/DVvSXzj0PYOcCK8F8vl9Se6jM09/+vs/vkPzjph9eGOfDD2ouupf9PvFZvzTwbL1DGHD92YPK7d+eH+i5fy/v4RxD3vqm968+v8Or3awGlP3PXhncv+G6eei0b0L6+vE03+aT8/Uz0r/fi+5+mWnRfv7DRAtqb+vk4+n9+y23evspc/g0euGSauv8MXp/w3VfYeGUXFYyithr2X/SoP4bpqXXL3PnO6CS7nmRAS/1rm6v9a2Cjm9yvfKWX1/BFeuWX1rw/z7yd8yxbX8cntQ/DEm/mi7XV5956/Dlcs8LuHL4tEzaDHf7uP9uX/twWkrSefGpsv1+Tje9+GS8/ymlf/z1kVpt//XD8LcvdMomU7y+3JBQbeevuFTlX/go8Q+MMrvh+GO6vmt1noEPcy6/r7BDP/37v015Nu1XTheLs30ws+7+E1jvh/wS93tLevBFuvW/envhjGl7LKxrlt/+bWvz1/HRfX8M9NtRtJbPlFyr/4Zx9dqV5uQ9/8ENIy1i6vDZcagGyUWhmKt/Br6J34W5/Pvw/UpeYKS/Xqevz8op/FdtPNXe+DCe/TfX5yhi7Cq8E0t0p3OZl/xfnqpa//C+X82l1vX6j040Oov/WevzaV7BT4YjTRsLlm+4pZhMJQQ/o8CN+3u/4L67xDCfVIWTt0v/8EPlXyy/ulhrVVX2B5tZRStXDPPvoy+nn+H9L/wzd+L4fwh3mM/BB5eT/n8E45fY7r/3dUaP+cvao/c/BqtcbNWT2yEcNqSjx2gciT53grUyZyREwu8W0Dzkcfy8vhEnLr33ofwQ12l578Nd3cGNGRzL/89Y74h1wv9eTJv82xkRcv/vl9X8L1L9YLXpcc0y6+pLypX7530/vX8HHrh+WqevCWT5I7/fLt+WT/6sV4ex2nfHNVTtMYY0eMdQxW68NS8+a/Dc9f+CPzUwy/r4+98Q/uN4/hfarJn4R7S6f1+cSkP1gpm1wbeExCk3N6S/d3v8nVX4c1WrjJr/l+vwzd714736L/tYaq+oclhevy/79eCHzeX4Vz4++kxMhItMNf+CPWTcLL/viueNJN++8ZPnlz7uq/wTQ+98kr5iDPzE52F4Kyl42rFVLvpjNTfl+HHvhzUm66Z9mNtp4qr4Tpb460a95ZO3fkjzR9eC6ffly56gl5pz58t678tflrr8N9ToF4Zds6FqH72fwx1SmzX46U/y1+C27898W/Ubyy8v4ZZwX8vlan0bkNt8v3+CHquX4LY5T/NuX4LKd3jJHrNcjTFazCg18F9sX9TYv41v+GuqqwiyP/wzVj18atw0W/y/+4JMlevw7Ff1UjnrhFR4p//hvKx4XwRFd/8ZrVzr582u7/FyZ+7y/90I3XzZL9r4XhdX3Je1xsYNT99/3BbzeQf17W9BzJhl5X1OP1+CCXL73mxs7hU+RNG8PkJsvm/BFP/h+CO77GX/6BPm8u3ewl/+UFEdlT9VOMfhXk9BUr3YGnKxIseZo4NPPXhye+Mgnkb3l+oc7t5h+MPL7f14JNw352FT8N33XyhXGp1eCfPu2u4+GcrqkhDLyyrQ3bufnqeZomEP68EnNixb3sFhC8/PnVq6n0WuX5fdlN/L9uliPNby//y5VE5T4blNpGFNfhy/B/hbWTL3wzwNvww9/GXvyVepv+e0X9/BPHVJ1fHqc8AL+Xm/7Lj+eDTzkXyg4oIh2SNifz8uGc6/+ErdZYZdL3aXgrrWlmWlQTvl+GpNdqv4al4u98M5vr9gymxVdesVeEM8XyEy+1e/wt5s1CtkvmfBF+dl/CviFjSSWH9LF68T5Nuv5/Q05q+z//goIaBcvj9Jsov1e4ouFq973yYIY7hucifhkpPWvlXrBp4YJNfq6/FwQfPzj4S88c//CubhGy+uWzphnauYfKQyC3wzxqVK/DkVwsDz7ak+CKs8vwQ5+iyC/E5pJfNl+56pjc1/+es4a2v/hLzNz95f0vk8E+e999UX+vDue/n+Htx1jiYIj/XhufY0ga5fZkBgekoq+DDWZud9fU+lQ4NfDGtaU0XBR0Pu+Of//BJvFeWusNTRDIqdfhpLBxS/64IO02a+qH99pLcXf56/D1+Rgbsv3vjc+VOUt26/PPUyEf/wi5a353S/v2GuTQo1N/mWPf8/U3w8wX78dund9Zx4YnK6w9XS3bm77mGUl1HZP+C3z8mya9fmvPdeCDpkI5qX36+aVo8b9QzmYU7vq3ban+GOqm3yt+VY8MGvnr8aml5fdyVC24e9v/whB6zxx7cTy/58H8mlH/6uPh/zSU59M/9zjvTjvMC/xM7+M0915uXPwze9VRV9F/+w5yeo6I8/5f6vBfy/N8omHD/cebXl/voFW9lPwqrXE/X4MLWmu6mV8eD99eonqPSuNnHr8X5e+1+E8+rzXteoKyFK7zdnzwvGANS//YXLL1yNkbXxpFeE9GvDc+92kNO0C9eF5d1fI1cbR/78PYcFM9SyvSnXzrGB0b3e+Eqe5507L9fnrdswf9F/b8vkjL+/gh5feD8E11VPl25v1BJ4dwE5+CHja7j4Lrvvct5fhmOf25X25g6bAadBry5r8Ow3rSL4d59WWhkrZGmy9ZS4/L/+73y/Pl805S/56/aUHrDg989aRSzjX/Du93f0naU4kQPj/m/hJ63ol5KppZf/cEnl9fhLe7ArInx+HN5yh2+ecp2vDfj1SzYr3lWRnv+F5dtqusWW6/Br71mgbwv5Oa3j+v1k/3t1rvDRMS5SKPd6tnRrwYZMz53DeMfDGBf11sr3J/luGGV14IeqnF+HLta+Gl+/v8M5cv1qYZDKRkZT2An/BDe8nAD0gAAAk3QZvgL8AgHguDXLTNG375zaov6+L3tnr/zZfHeXnwh7cyk1L34NS+v2HN5Zd8s3p/D1U92od9pVb8EOxxxR7/h7ffj+PPRQ9zWv6WK/S4R/ghh79/7L/7it68eqrtR2r7dK9/hXL85W/CzJ/5frdQ9vK7KPNVCzK1nJRP/8WQOaL2p7f+UuiX4c1r2mcOuV/3BZdYd89H81MwL4fqrGr3fjyq7zBb/nr9o18v/qa74NfBJtBCyWxv1WVeWPMv/BhK1ZvJEn1GEDRdyJI7kg+Wy/+G80n4bDcv1q5qOiRdgS+WT/5d7/BFVr3f8sZW+TxPUl5f+flJKpxPDXt+L8Ty9/hu+bq0Ssin158U6N0k/ruj18M31/Bn4IrUyZ9+Gsua3nj/w5kO3X8zzVfhnk9SrSGklzV/+CG1rmHw1kbqcZUiJp75f69YVeGeR9Xn3jCPXlpvrwQ12ji/czf8T5YSQkb8MeSeO73fw3fI+t9YrzNSif89Z1pMOuzp/De7j6rZt/g18OU34X1mqj+eswnDO0f8Vm3y5+73/cme/cndfhyb0q/kiS/hbNkMeXV3fnBh1nSflvvW+GcJb+txfUjqrwXy9v3G1WZgi//wzHKPag9OY+yw3cdL/Xgi3C1fL7CpHr5zb2N4uDP/goK78n5fh6Ejyf1aJn9KLbQKuh9/YIs3hVuQQbeE5mMO2SfpmNkcXn9ROupYwr6wrDpQmlTpTgYQ3Kb8gXMH9kfW+C/zXaI9n19vh6TP4c1hvidfGCY/X2Ci/TuGXtn5Lr/BDWYLYvw3zYrE0pt+vDctOL2hH/4hd0ymAma6vZqX6DUIfw73Nq7mg4jxOY5iZ3h1fb2MrvrBf5u5+Vfl+0PlD0rwveyy+Yuvx97Onrw3ubNeXrSODWT+C/lvu8oR8z6tvCLrBt4MNS71pL5V5Bs91rnr9Ssb8GE33n/X7Nhi6L7m9L8KybelpnyCw4wz/XgwiHuhbUq63mf/wS0ktyS8T8NSYlrEtTOae/56uF6d3H9eDDxmxn2pF89+vE93Pd1+TN9P6BVut3u+J9oNi/S1YKKW1ur/m1r8O9V4h9O6kBjYSezP/hyq3XhqznLzVOr+Ozz1y5V/w15MbBH7az/wtXMpO7phUmWpgv2X67w15u6poTz++8EHn97zU3OUtDmZv+Cbz6sqsM/BFNf1+sEq9XLvBr4I+bOVeG4b8+/BeFGd/fh6+fVWZMT1K3Pvy//QJN40rPwxyc1e2r/lNyhsk/i+bXzf8lX/QSy7z+9dKHIv1Tylzrf8F19zYTyWRvxFtX8uS/74YzZ4zlr/BD7yX/qwRb06r3prRffrBH5ZRQaeY9Qi+HL/3iTEzvqvWM/BLe+5/ke/EYXkTzSov9+Gtu3X6n3+GaTjfUfV7P+/EeZ9I96L/6h+ulM/C1apz/s4/cr8dyth7LT35/hWo1nxjtT7fO6gbhxH/hm1J+F5wcVT9e+bqDfzWdfw1L91cgOkFf+CKIc8pC/9uG4vM0uL7oh8j/nr4Q92+/89fx0FJi3z181p/4Lrtz923wV4Utqhm5PYvPvvfBXlrJ9/Yc1f33An/dx9eF73MWmhKXYfOehubfy6mn/PWZaPR/g28EdK09Zf/o3dL4JJTVfw/JPtcvq7qCXGJXyRNudKX2CuQfXwu+pS/u/C8r9Llo6kRHLH/klxLJ4jTpFv79wWc3NmSst1fz8MXtd2l/mLD1PhjNTwo1evya+rRH4fve748yssw4j7zQCCfEqBZSGU4DTwSSrv5fgk3TsV4Vj2eg93udPhy47/w1Te+EeqYOcMyf/+9t/wzXSXz3IsvwznX6+p378NRI5q34KYd8/nr8DMEmKX1r7BTfSN0WvNnfgwru0Tm6hcJAvKIgT6mt/wzMvuo6Z+wX/8Nc+WMhcy1f/BDF+dK8N+Tr+YbtiX/5QXQ1JCOfJmWX+lwRxX+EGnkwrnOy/r0CDL+RvimOYMN3CY54ZPBngpf+8K29amo0lDI9P/Ia/XqvfnxmHKLD9eCHyU+WX1pcNELz/Mb84QTH3ml4WLk0IFpX3r/Dss93b7+eq3X/hLP9cspfPXwX+fJh56sqU9/fhqIenHuvwNZJN/4Jc1j+v+g08nD9Fryb3+C+su2Texv2kxG/me/xEubmu/4KO7dZdKknhi7VcnfXygmXSp/fc7l4W8dd125VSBwelE7zn/NH/f+H6v3uffXhjTjBr4ZRYNeKk9Ke/8Nk3CFaMLFG6eGb0+X+/DJbrZ/D9F/VhL9/gh7vKDnw3dyu8uE2+v/gi2qVX4ZvevzAw+uE34c6rVJmzif3rYMN3tk5v99mGpPODvqzc//PXjNj5frfDuK3n+f3fVnRuP/83D/uX+/etL4IrWvgDbw3217+RKMb+In/yn1v0g1Cip72yzcfM2OTvwz21VcNL6f/Jiu68Nbc3XzszBdfhet5/1+QuGr7ni/1jD4Znbqvgl8fan3+C/nfyZWXSK//hqTPzmNjjqRYP/C1zP5PxfzgyQm301H8Mdy/c/78tZr+WuxjaL/a4d88b5u+NsnYobu1+pt2X3+w1ThhIxr8ou73g18mSNp+HM2Vl+QkScot8MYUeXTqZu9v47xhj6TwRTdPgr3KU3+CjpJLtdRf/te37hmVj18o+cy1rz2BR159oFDDAsv+uHPPbj9/W/UN5kVyNLPNzcb0a9pe8vZEhmrfyiSL8GngvJLk+OXZ+sMItIVD/8dzt4rrWlvgty/qqwz8Ed75vwjvcn1yevP6SK//DkcWrqlGyHtDwl/4nIpb6xgUXwtdtZP4Ifl23P/vwX5fy8PfbjyiaDCTvGmiXy+b/DXTdTpnHkG8K/91pV4axMg8GNd/+HNOr3loerqHZSF7nmDVdYJ6p5c+X61+stb2NxpeoV+b01XcVqWzoyD395OGozyVfROo3Kb/NaevESRfpPXgw1mbqpa66/+Jmv9Muy/34L5s5Pll06qe3DSKiyeGHXhq66+OorAS4Gcv/0DCz82df+GpXvZf38tFHREy/D3ki5kV0s34f4wlbBqX69wzy0dvjZQtELkrAr95814IbvaIYk8EeTPsvtNqWN7Y9Wa9GCO5F6uPae/E4+WZuc0vKXzkACl5hT+ly8nhktV9D3M/5PDO9pfgphZfAeUAAAChFBmgAvwHp4cDW7r/D5p/m5r/BHvdz8Jcw69al8F/GtO72bzP+tcN616ugxmcx6ysaPi5/33l/6wx5s4yviUSI6QPh+51a7/8Mb6vWuYyE/Jv69Xfgjyx5ZfX8Ld3fNi5ZHp/yebAbdL34I97y19/rsfnr5R2kcLrz1WNpNX/DkO8z9fd59+DDLO7ZoeDIyJOG5EhL5p1NPnIqeI38S/kb16WvMXJ5C/9WCHyfD8NVqvbz+fpUC+G6RY+X4el2Noj+I7ZsLlt14fzZltrz36lGnl+DXyyqm7cv8lWOp0tX3jtL7cPUnfaibE34MOu78My+7blfwluvVfgupXn928sv3+9y+/iMtw77ZGvDmb9f9CGrhjP8F+k84Zm9S1vcfd/zXXfidW5WP8PXtRfvOiqZM/L81kHQj56+X9aoEO96vx1tPP+K3wbervy+OCc+f8jT6bX/8FuN1fP8vz2fyIQl96r9wYVqQdrWKMlTLY//hifLUfdN/hhFRQ9L4vnzdfwty6q+n2TiprWH/ywzk+vC9qb33WkGnEyf/DWrq344VdOiiy+v2H+jU0vevqan/+vC9K/J6w7pmSK/H/wW3veXt4X4byP1Dtx3lv5fr+DQv6vh/tGy26rJrxVwnedB/L/r1DnHl1+cLTg02/PXMjLv19hjyfl/apnHfJ4MOXdkQlF2VYizC//PXbMin/gik+8WX+n/xeTMmJ/1c/DO63/MFTB+L4KNJ919+9lVeCa96ZiWx+G9VxfTcpLXnKuH1+38Ga+w0TN1Xhp1f+G7u1X+aRBfl9+8EcjX8q8Iyr69EpL+X+5MFNVSBl1bELWT/c/BBN1z373rjH2Bf/kn3T+H5c1edjmxTos64wSPXgtp15/l+TqTy/qkWNJlwkuJYBRufdl+GCL0Yv/91yrL/vhkps6+GLm+Rl631vWnL/Wp7njnf8b5cyxtKad/6/JcsfwQ4zYd+1BqX+vWc/BZnub3vn6y3rhibKhYt24P4bvb/rMV4Rm236Tbpa8mI/+C6nt1XL8+X3lfXrO/LHF/L/m4a3W54SvK4Y9X0CTefK/DfU5uDcMS3GL/wS3zKhqSPyrzSEb/nulYMOQ6v+eDkv+uCnkll8quX7n58EqZ+bvRxw2Ez+KzZ1P5+G9JPl8xkNRXoPJdD0X9fWVeHM34tss5/4ILeq6bviuvnb/w9jzR5dK+RAv9lv+ephMZKM1f/hyfNJfDpHYjmEjXrzeTPl5JV4bKHJSfK38MY8wa+DDPnuc+35Bok2p/BQSqqbPi/C+8n5cX7kF2CXwUeGz2z+rz1+HNutf8LUTVPNSrwwKL/r32yYvPX58v8GEZ/8sVevDPpg9DUnhL3BZvTJ62Z7EOP5Rvw15V18Y0/L/9Akpm5PlSvBbus+/KDfzbU3+euK0Xteoc0nFetZ9/4I9Z4xV5s3fS+wvSz1m+tSOdP/vq/wR7z7jCfqHsvz3KO74bPYAXGD3kMKH164r8NebwsimHaL/lE5/BoX/fQiL8M7rX0mUk/gw3u0q4vlH+f/DPaeCGWlxSBI6udeImn90q1z1uNkHG514t16u/CXU9vK2i/V+CLF/qL/1huT91c9/89fD8VHX/iO2pK+/DEkPe6/mOGv5OeKYNfDWSSdbLQ/dKFXD3y/+0G9XqiRPlNP5YN6WQ8Pn3y13+W1JIapXuaeId9v5uq/Dd9V4atGa5X14Y8MjJ1qqnf/8OcuImHoUyoEt1j4rNnSvf0KtVfLlF9L8P8+61J81KfbFXCozzhRoR/hzWsXRhqJF/xO9464PXqH+6Gf1iXNaWWNSxiAPq81kr8GHDbJufTbq9Fk5L0X/3DkeVDl03G4xY7h6TiufX/BHrn8WUGnhm9a2w8tv/4LcNvUvpf+/C12XPl6juOF/4IbxPi/C+2uQVupA2GN1ISw3FjcZBz5PNfw10zt1xu9/l/+xdVz5XL/V4ah8ZP1jGv+/UEEPj33fWWJsjvywscXl+vcEeb9a9I1tbHL+tYKN6lieWopvy3v+FZJPzfXMr/l8vXrwvm78vvDMysoNQqU+X/alCtZNUS5Z58j6Y9//4Zpm8rK/l98vyfhsjxtB1w7yvwZ+Gi80nx5f/wQ1z1+WpIfwSbqHqYAjvzcV/iKLWaP8PeN4e/cs+XzDhJxw9fBVPuTLmvLHuZfr8/O/Iolf6NrWtvNral/rwTkGeJXu1XRa7ybDpW9783xfD+USK80+X5fUF3mvP9fgkn97leEMt7vMhe7Pw3t1U6Ib4wdyjTVfks5ry/9YLbvpvug1X3+GfP4Qx16OW/4bpbS/hPuv4djJw8vLsXfakFhuh/XhybtVV4yT1Do/4cy1LLWUUS7XV/4LKUhry5SXFZf1/3DHGsmjVK9Y+1NVoK1Ak/Ht2ttQ/mjvaWpSW5+mlvrDnwlSvDRJD683cv+FcK17MvUadBu8tvWCJp+kH3PxtIY+sukGMnhypFGKw6rN8m8zrKJH+cvmCV8+wT8E3I3WSNvz18k6Rgv8M9CCC05Tw1BDUar9h/6gz8EnHaeWX/rBHUNx5/Rf2vBL5pn/nFvvBDGMe+vxe2+sm/Bh3dPaX4ezF5R35u5/8FnNl3+TPsv/usH7ns0ry+7rYbzddW3XDKS9rVNCXjY+CKm/hfm3uXy3f+GSjW/qHZpc/Bp4ohI7Un5f+89SRxmI+u8NaReLr6IqzyYq/+Hc7cy+G7UTk9SjsNYNtDnvwzVarBI9//14KJjdz1zfKvBfy5Wt39LZZhHl/+gSePdF+GqefIJR8I/7ov34S5F+qkL/3lmdWDbwQz35frl+e58PXD+vUEG0Y5xA8KcVK+7ucyu8HBU4bMaDQ+khf6XBHl/KvEaU+yqa/DPnxUKO5/ryySlrl/9Q1szZ5Uynz1/l9bfDNa8ocWl896a8M0rVfmec//ePV++sEZHfZBp4JN76/BgXif5Miy3OH/l9P8F9KljnZW2ZC9aYJuxatderwTzMdHv356mDQzObKHyhNe+8EF109TpTALTKvkCztn/wRXHuzL8EuVVbl94fhzGkGJfhmnuNeTltL4u+lqNY+EMpe8rfpv8Owhe49ZaZMZvZOF3PePvbpLi4/yTb/gjti/2X/rBfSSdz+1czLIptEg4J/DnbVfjzVBsf8Xe097Xw3P5jkcI/hP+sGfm3v89eG4kX/DPFbakXfX/988Pz3fbw7ivwXdR5lNSk1+8+cv5OeG5l9V8CT9M//wR1pYvwnks+7HXf2F4hx2ows+LK2dnyeDC+0++TimWUPLiD5r8L+eD91/LEgfeDvgvmHta1X8gMBH4/NfvvBT5vSQS23ufheiXk9NazP/0evr/8wbl/t8EV3d3X5+UjyymF/S5cEvllhVq0Bf2RxXsv+XnKv0ybpO6iMv+F/fD2Z/Nl5b69sN7T8v+rntcM/+/+CO01xV4alZxv2sN5P4DygAAAl6QZogL8B5r6BOGuVjn+r9Wfhub9fwzK214a7uwh3y//D3m+bJvLvuSsaERxm/8F/L73uPlXSpSeatu/fjLQvPhYbuhf/hif+r2f4wid64KfBC9ls7v98RBv4au3rJw7x4JCIfD17L+Ip1u7357n1H/avgl3vdliy/+oIMvb7vZRDCvGu4Q9NL914JiParu34TLVy+XLvwRTS+pPBDbT8L8/X5AkPyqQNPJnqZm/gvn1TdhMv6+OeezLR1+Ftqpv6mHyll/+Hrv0yZyJGuXh/3/DPnkv8PvtLfBfJ653XX9Ot//gt3tc+Yfrqy+vtLh+CSVjbY/Jk3T3wzevZ4hSJEFFZJ+E6U/z5g19ay//Ychfl9ah6xQP/ubIvXk80PhaclZI3qc399eStoMX4I5yt7D4ZysctVNf/D3kjnne75fmVtseve8+fPYfTSK9eCK7Z82/DtdW6kVXafKY7DKerw3mnRfdew5XDZ0jC4IR9L/5f7rrwzWvGPDyWZcIYWDXw34d9qU1V/XhGuWXPBZ0kX9Ls1K/5ta/Nnv+CCu3pJ1e0o9dZ0zB1gV+IvXxXL/0onn/l689rxo9//LeGHe/yeb/DNeuFwNtlLp7M27l/7y5Z8v6fYXJIvXzM24qb+JVq/DRXfwylwj9y//gkkz/N94Z4uuFo4fKvnKzKzrA28Em99fl4+zmu89bz//h+brLl7019CS/v+iFeRP4bvN6/hu3jl9fwSVRffgorl53V68F+CHafBRf3dQU87Zqu7iF+Tdn+16hbmyEjLN+lpC7L/+CeZiuTP6i//YJJPTL/q8u8rUvsM8cQahx9/wZ+HMcXK/w3Enffn/z1bMXdFnVZf8M+7rOH3w/+Smq0X73z4YPVZB368L0elPuc3gEsBBt1UvwS+T/bg38M3p66rDxQ//1Z+Gs/urRozBX66wrl9p33+Rw/L6L/7hO767/Cs3y5l2o3j//F61uuX61UEPLI3Zr8NcZW3YZ6/+vBXkX1y2HHu3YA28L+VpP6/xvf8m0/4L51sxvhD1xvjhCYR6L/uoSln5qPovr+CeqSbkltarza0pfr8Emb1l+G91mF+U/PL4Wy4bbBHlB+UpBKhMbeTJVqrwjNDz58ufFcJLOeWve7ghi4wv1l99dZfgwu/u6+ZuW15S5PBmusE5IQqX8+ufvWspYnhq0+vsyBYNYJuvz+jZLv/L7/QT3val34W5M7h/GtfwwzXXkm2Pl9e7EZf5v+IrrL/4J73eHo84jL/rQvpPrS+H5Yr1SJq25KmN6FPUWGp5XWvCs/tyOPvhmjPD5f+8Xyx7v88wvzPObYsDcv+9lwsr161Xmmr/nrPAybzn/DMyNlr6h9gf/5fDPNKuaJguUF1f4ZuUf+zpUmkKIO6b/BBFevI01Pr/xjvL6fqG9VnaHJJfhA99J1f+SW32X3voPXcuY/T831jFXhu35l3CYNffLl+CKtvL8GHMjKV42SV+Hr0fL6t+CvxNiOL7t7q8K73njqWGVL9eq9+spfFRtjPu9eL3vncnL79YIKW02vjUA1jzK0VHtPOFvnrqYeeo4fnb+Gd7xfPfGzBr5ubPxEznWfv/d7WX99P8F8kvJhfwQy03Zdlm7UTL+r4ah7LT1lMl//da/D+yrWd2MstubkFPJ5vNl94u+288cv+uGM8ddLC6OQH/8FnNnniqc2/W5l/+wTzZWT9x8Nz43HkC/wyz0DZ9Ye8vmXdLQfmwgxgJf0i3bNaRh53m//BhD3m3Y9vvm0eWaYEv/l/9ybvl/1wSx3T5s8vw/J64r93UMS1X/+I1nTTP+vBDLz7xfh3BX9ly1ebb3SKGNx4x14/8Oc11jDvL//ny4c7wmsufL7/gwiu6mQKHfG1ZCN+EzRcbIngGfsbnfhrE4bfw3JRxfDnL3r6Z2cXr8kjd699N/hzpF1h5FEwbLvwQ+Tz0GvhqHrF/D4b7n1Xhzj1Uucsw1OTwbyki+r+FqQdj/Li+MtV3PM/w3fdVzf/w7U2bT6vdSSf+i/14Kcm400fGKf7L/6nr6epDMvqluCcgh5++TCbmIC09rCheFBq251Wr5rSP4Jrzzhj36y/v6uZfdfBbl1FZR8jvD8F3PvJeKvD2msdVX1T60jt0wfE1Mwv8TNv3/0s0AaeTNhhJn+GOL6UvX2nD9+upeKyrx1i/Kv4LtyP8m6/BRyr6rw/CXL6cOR68EmXOx+vfiPPlK8v6+CTIGbwfjr7T6rRZfr8EXm+svvfhm587j27uvBFJ/lvfBNKXw0qVvGeYI/MYal3hXbt8nreH05H/BLy98/kUg18OVtYvDy4j/wz03UOTu+Z55H78kO1P/flpfk6pfBZ3dKH3tp/L8J9MVlf5fdfDdq9cN9d/8ElSL8qL+u4XvfF6r8q0q/xO0uqP8/vptlC8ov/WHdz/1NU8PXhy+3+usNbN5m+MlCwerwaeaxzMv8J2lNSJd/hOfPSvfuCfDg5U9zPiuy/62GtjlPuzC8lGCbjWsv9eGuTF6Ndfcze/Dut8Zz4r8ttMMR0mjprwrrl3pvhJIZKX/4J5pc+dz8RchLp1l9fUE3i+bqcX4Xt5IElloU7BrDvGKUcsYq9wWZYPv3m/h+CTxnnfiJc63/BbyLrmenB+CbJL3CZ5zD8MTZW8kfcTQfBr7yZMSRf/UKT9eUtd7Ii+4+ev5bf4f8IvRMJnSvJP+aA3y7W8yfwQ8nyrwYVXu7WcklE7f/CfJsZX78uNU68Lz5/NJezP/rVQ3e/191DcvHrwXc2638/DXZOvHe9eGSPPTC+b24NS/r2GivdV+Hbdf4L+7kf1/hy5+vDld1+UItrohF+//wSVm9j8Mxzr6sxgs7Zf8Md3ulX7cuv8K7zkeWPZtnj/wW7KpF+/4nP+UZL9eG8ia6kvDjzd/4eu2b5t9pbSe0e/XnrkxM6vPF+CTw/jMPwQ8/sAa+CHjX+WX9/EeWON9/Dk/6z+cGf+CCdoVfcu9I6/uExwreuTSGkclfz1+GaT+nfnsftkjH8MR7P9aamF8ufZfp/BFu9j8Vtv1WX/7rz4JQ7ogj5Jey/9WFMOPe4fk/Un6DXz1NAg8Qr+vBL5401sr3SvZfv8Kx2n4j9Y5c/y/YgqRUFfNtoOv2vCZjb9eGZG/NCHx/eofRVNeWcvy64nzyL/Xginhu7qL/rhrk6Sy5D0Wi/4Vy5Pj37VNfp/5g9hy9X8K88PL18MTTcCv36Yaisu6+W51vy4ey3AeUAAAl+QZpAL8B6eHA1yty3nz0t8FPDY7x5q+7zfgjyc3Zz1eXuqfqG5ctVqcUbf/Fy/tp974f8aiPHLxsdQuu2ayXDF/vXvqvy322X83wW8u33y/FdQ5klv+G7u9ZOUPuEvXnr4evT2IYNfNsps+FsvtYeR3K4euVn/gl453JLb8EcOZO+WX6/DO76+poGC/L/rgm1mlL38vwYSdOWS7q5JzzcqZEf8E8lfUu5avPqN6//8Xk/bnkvJKvd/nrRwzLwei/7eauTfgjp7O1xL/t4cjFPlWWsd3+vLXJgN/VivBZWunfd3LL/9Gw49q+CPe+X4JtVqTr9L4LZ3/GjZwfghjft/d35um68Xmbu/8nnYBu9cVycvvf4dvvefT/1LM1ZB314Jsj83+X4W5JT+lV8t/8NZPr89kQR/C2beTX9SS1NHr8OS/6mWJXmznH5f+6BFtLYfDcobGe6+XTH6/DO9PLEc/l/3wTaVrj2exXnrh2/Z/8MUrtkj6+1JIMSK+G8yB/L5njJS26vBHuZnzINPDk6eElzQvzCcCR7/m36hi653Vev+qMJdml56+xFqYcdFeercYmf09cNeFFYv0YzNPD3w3NTuPMuGn+yul/fxvNHzvJ/xNhTM88/+We/XvxeX6/PXDV+X/z18lTz76sP4Z7HxH4fzo0M9WYNkj/ySn8IFnZF9P9Wfha+su6tTKz1/5N5+DTwv1Tumlr/QKQi+xeuKz6/qsv124e8eXZ7rN2Iaors03KKFD0p/QIZv4N/h6ESsJ60pvqcb8OyN3Lfgw5cufvwhkOnb/wvptebsPwzK8q8r8M8Ps0W4Wfh2knmttA4kw/C0v+GfqljiS/8vrvhsheDE+3Z+Oy14YWLR3uoIb66vwyUq0nLjz+Yb+y/vqHfI3NcrnyXb7z3rfHeTu/nvBsX9axeX5dw3YpfXTwRxj3+KugW9oaMnvYS/XeE8n+bf1w11kifJuvCGZr3e+2l8klZ2156+Glr+P9+W/ggm95/zv6+eedP5PFfwtJvvu3zuD14v8u5W6L7f73d6+ylwSPrbMGvkJiuvDtqUzXektgVMhwoW/+CTkXMal+Fbt1nMgWYeG2f8v++Ht30VXvXzcpf+CbWnhL0XhfiLnb8rZfv8L8V2yYurFhH46/8N11imCvL/MDDPAnf5f1Efhmq+ZLWV3yeHM2PqdOUia/+CvMvKwsa8vu3vQMKmtetLv4ak7YpBqX9a78Nyrz3UoiGbiba/8F2tlhukvZ+GM8dV5fhuJTXkNfBBqnyFHu9XzX/wtZ/wnpD77hpH/8OQ37nLsi//hXN8zqVQ9hT/rySY9/hyNUmlKn+6lq0dH2vDlU3GcnPtm8qW+tz97S8EPVPL8VyxVVwceWaNfwWXT0T+q4j8PT6tKPSnj5o1z/ySX+I6tDMR/4LM/1aaz1SvWX/3Bh5iuevVXT/y/9Yih30k8vtfhOne7v+C/LF913Y6OpeY2rIov++E9O7wtpov1fjbvu/nupvL5M1yTDLtkGo58l/+wQ8OaJ6vBJ4Yydd1Bn0a7v+S+389TCKzLfL/6hvWko3l5QpPcoP+COR7RDsxsv+uTL5jvz1IDKQ8Vv/L5e/NNJMx7+FZ8pSb6+Euh93Gsia8/LH9LxxTKLP4c8alP+H7U9Mw6vVyvFXi7ZwbPwR1XKLL/3qwBoX//8N0ibr6REBy38s1WyR/huUilquED0f/NV1/Dl5e3uSi85Yq3/C3mt2t1/uVj5c77T8MdSbiHPz+56vxXnya/4LebusnjD4MN3ztIKeH055FNLwT9Uw3H+YV+DCf7k252YJC8p80fRfv3BBJLSdrD9R2ktWaAjeEHX/lvQvYM+wvL/Nwj3r11f4czf8Fuq1qsTB+CK4fyJPi4+GaKO0B6zionK+OQ7L/3lLP/DWpm8N+GUsJr+vfhjy+bu+C+ylsN9my/r4IoVe/jHwruuPVllPj5wueMgX+HNjrF+7EV/w5h6ovjPzbDr98F/JeN9fMP3b+FcvvTvV25L9l/vwvnVTeX6/DVaKO99UC6T5Xd8PwvMMa7vmQOrJ6My/hlKHwaebeEl9vgwouCD9Fh976lLnfS9F/+zZe7sl/9QWTT1Ozeh5/cfPU5F0Z99eGp5+L2mH52P/gvrXJ9fDdv//PUtj8X+vC5A48hHuzznWdZBGDwSwayTXy/hota9DcuhP/60qD3LxI/KddxW+kQIbw84KWuK0tW1ZuCBa1wtmykk/mkNEHg3FP//r356jBC9MNNpYZ/wRXfYg48NTSYV1jI2V/+GrvrTKKKjX3mmNxP+GcNPdWPYFc4W+vC/P55dcM7J/89fj37BD8F/IVbbqHvy/w9uuvPy+N9/4I7Y4xzr83d/i8vffb+Fs0rm36/w/Ej+CHV/sv+nQbjbZt43IZZ85KJd/BHO/ag11gik/yy+/0Gcd9Mb8QfG3/TdHBr4TonfqmvCuqqbGv6jGJr/8NXP/MLTWx/Rf7rBDvbi/Bhyfkq6nx3EKn5f3tIN4d9xTePZcNOz+DCXf3eVokd//n1wR+Gun6WuFbkt7EMDxnX7RZU156xkXT/y/v9eCyqrVfIH1l+fhlrX15d0TXylz+DTzkXypUZQfrwvO8uR/3MPrgBd46+oO+f16y/X4dm17sX8apLC8p5yUc/l9v8FPgzUVby/IL8MX1zZwlU5pBpL//82s0l4amBda+wgQfRrS798cx/BLNifTfrL/7axZffXPX8yUZKhF9+8/Yo5Ihy4k3sn9Am42g3+VRcgz8lprl97/8MTZ1UmT0OfNv+vH1EPz8m+ZyV+oILzXaFd3+/2+WkswxWfLz5l+vxF2t30X+/PUo2xacS9P7GzSfzsPuXMTy484uiMWclRfr97w3kRfv8K9y5UxKVBFc9r5H3rwRdVwrzW1/gjJNlYoNfFFvaJD14JOpicX4Xn3XJp5M1bBR2x8v9bhrz6v5vz5f/gv0rXDvl/PKvzWmkteoc3vC+QSHyUc+0fXk87X4ck/7/D2G7+g5vbXy16ov3+FuHVF6vUap/yF/fw3NvU9c9+DXzXPz/J4V48ydlydqDrR4WP356uo4V//hbur5uuZpN/4b6uvyaOxH8J9U8J3n7/nr8Ye7ir8N72l8xzJ14eub5qE/Pmvwx27Dz8L3Lp929cMa9zDRGw1LrBr4Jc2VmSfr8LSv5M6mik38pfszqgr5be+X3zFyR5fr8MkDf89vv9Dtzi/S70XX4julqTvwQ5ubHBnKA9oAAAJjEGaYC/AevlDWVc0Zf+n/Pi4R6Yxty/L/6gw7vJnL5UVMzl5sr5P8nLSy/65+E5sp5ONE2W/4X5stp6zigyhtj5S+vqDDwQfzVX3yC5C5hxtrz+px4Fbg//zXfBr5658MO/8FkfWe7nzWXTIsPw14+uFw5LX/y+v4MNcseWDcJ68w36XeaK/8lvH15f98GHngPcz4Y00XyrI4cS6HwgS61nlK/3ZOi/f4dLVn5sb1X4ehkBgi5Oun/PXw+uT/5sfXy/9Z6lkpw/+i/b+ENpeWWf/wWzOdcme4+C/Vb3d39MYlcvv+Te4NfBL5dU0ImZKvPXz6lKLVvguiGjm21Xiy/14XvcxyXdfIL47/4an/YPOLt/l/+z8pMSY79NbwTZWH8mYvz1VkR/9beusvqtYvd3d3y+v5JNd5C/9+X9bwSZf6y+vePvvy/PdLrDM/vqOJGw98GvhaWP1Hri/DWeSCEienrfgltTnJ6G/B+XSLv8EMnvq/DPk+XzzlQV4IeXvlflulDz1/IFOXMNk0e2mPYvuUH0FqjyCP3hD0baUN7x/0GszqqtqIN5b0X/pQhWXeJ03uDTz1mGo33y/u6ulc2fC+bNK9fXYkiYHvhfeZeb1WhH64oPXl3R79wQ272Hz1htgFTl/wWzz5yifsfnr9z+EvdsnfrrD+L8O+8vrqeyhjNZyy8L3bfs3WHbrf/38epL6/QVv3pO9qjaQn/L61yhUlW5OX+EbSq//8LlhN7l1Wq/00jBe/cP1c75bK90/xrIxtsN8jtHJyPy+m/glvdcv6g189cfT3LUwytRryTx9PrBhFzQSiqaWdIRWTt8PX8ffYLLt/DChr6LFZRf+8FnM+7q+sanGovv+C8i5NL/kylB5o+HItby/v5N3e/1FLX4bLO2q5VYQvuPl/9Q3P+p99ZAjwn9svlpvg1X2HMuT4tKMzXrw1vNikD9Ev/C82/GV9pCzvV5T8Fe6Ry+lfawV4IYd976/CXdzs3/DPu/fhZFb/ghmre5+SsX8M612PlPGG2414ML4lw737o3c89/8MZM7m2NcM8V+/DVVLvBDt+/X/+s4l+/3rX4Ypauf3X5nu1cGvhuRqLrUq/6L9/mzmrL5r7/DfmxfDFzXlL/WL8OUtpfKOYJtnpvwtNlab6pRsk//gm1i66ffhi95qbrdkMs/+f35PyO+COTvuy/fqCvmw0CZm8cyZLnvwX1JHn+vw9x2D0/3t3l+9NoF+r5fr8aEqyYOi/r+X13UThhkd+Vei/9Ya2rtWbf/BLhl5937PwvpSNlZlZX7vND4I9IMhcJvK356y6YKpr7+ELxyfgi0kusv1+HMJ6RQZuMKZHcCTOdN/z3RjT89EGReR1a43G6jx8N+zWQic5tz7pHp/dWrz9Rnv/fWFprv1FyFU6QmPV+l9wb+ep5TX9+Gpex11+GZc/+6huvQ36xvwRyY/Fl/XzTOqXy/v4Zzd9R+7uFf/BLl+e93zV4al591hHtT/kX8Gvnr8Zn7XhnpuvgTPdP+vNd9eCTVpYL89SVf+X/fDm5N1IiOgKSh/XWPhdpX5fzf+Fu01O6zD51H/wQ4ae9fnr/D3mt8OY3Ob822yofl/fzaQaqYNfBF3aY/Pce8dFC+q89nKrGXrbciNl917JP/9SDG9cMcvzZ9CPRf73Q/m7pX5JJ86L/3ghvuz8GF2eTOuZKefrwxTrzSr7efcv67h25cn3Nncb7CPc26SmNIFDHDjzP8El30o/DuOlj82561r84Oj9yX19Q/l+SfDUdk+q1xzF6iPffz1wzXPwa+F8snZjefaw9yrEv/hmeVmemN7T/8v7uoJdW7qoxTvwRc35ZP3rXDN7vsPHhK3iRd+TIG3rv8ParWvFfvnmcPTBOX37oNeT99BgQ0TzCnwVZf2f1JnzZf98EPNXny/dVYm98OiRX+GN71bUBGB1sE2trNMwv8M93WWLVv/kzZ/DNNlf1PqzSDGeno4teCPm9hL6fyghn+E9JHTfeCOu+X6IyDPw0WNL8z8Imn8689WmpW2Bb73ULU3rjvuLw/R5YEtKt2/FRnr8XfXqJrkyTP4MLWVeL6k7P9l/TdQQQo8/jG+KvmbrqlS6psaVALnOTeFUlWhH4Ldil2Fvll9n2lC20XB/k+cSD8usCRq8vr+Itq/Kv+atdb4S8+Ola+Cm+/FfNJv3y4kDfw1WtSqabfovrW4KpfWu1zYdK8OatK77KcGBpFzp74I95e9+CSN2P1+C7JndxumvwTT7r57FKr8EfV6/G3XWRvd3N31G/p33/8Lcsl0i8lHkBtwJf8Pw2pH8E290644+CTWsvz2IEv8o//g0XeSVCXU8ngo6tZ8sZfL7oF9SfOfF3rLE8ViP8v/qfKU3w9978dM+1XVO/6y/E9yWf/8fbnnzyy/DliqSKxxLly9l9fwYYreT9fCPDqvFl+v4N/JCXpeffhnyfqY/v/XuHPN6mGOzP5VUOL8fwQSaGRUCXpJXaU2f6tRx8IX9XF8FV3n11J+pd5fibJcX78EkLq/qvDfPvvlTMvy/deDDIvBNm5PLgozly9iL14f88ixlIn59VqRA1YYbl1z8L1rc3eLKcX5v/yeXPnqREak5ZvDq6772zkevU0X9buDDqbJv9MWl3/wX7vbhMyOL9ozowaL7y+v4vuXvq/WKvDHiHFXqelv/wX6n+mK7XZDZV4VmX78LeSPDjzfxvv5JMrXgh7vMfgjqsuxV4cm+nF9CwReMbrxNdy//lqh/wRxhfXX4vy/n2X61UMkvdTisHxn4NF1S1vrOVuVo+Tvl/WrBRu8lvt+G9arImQPNR+vBJXNcFeev8DGhWr4e0T31XHK+65y0hb/4ZmxrUulW//DVLVZyUcRP+6cbt/hm97IepPc460yY2z0X1fwX8/3WuG7/l/l+vw3XWOfGxNvFHrbL794u8/81PhjJt2BWml4ej/4Ti/4b98EfTe3g1L/dpAgvu1pZvKkp+E3dv/+Ge7qErxvoFf/wlV3OQ3veuF6cHWr1+HYv735fGZz4Lst9RcmYfgml9Pk2x+G66qSJxY8//u0e/4aly1X5C6bhf4L7uYM4rSvhagph+SmOYNlUskvBPe1vbr8XbqmXv66UFGJfwT9dZMKi//QqWtJ6k/91G/g28+L5h422vu5aFl/JPnXk6mz5+X4MVcMIw/gsvvUPZbur2KfqaenJ4bpPrDNrf/w5ITfOMfyNOWa74LOptnjsb8X4mWPLB70vcfc0d742y4ODoNwF1AAAAJP0GagC/AenghDWf4Pz1/KPjBki/60fl/DdqNF/Xwvy4vN4sozHO9eCS9eL8NczGXyPOJry+veepqw0kl5XE7Ef3z/L6/hvmXdfzFhnP4Z5KuuahK/J56jo3bgqY9681dfh3hxTXmvlhuTNQcl+DZfYVrWQVnaq+SNcj/nr4cU0hvsevH5Y6kj1nIrwzuT8ZIhDOdKrk/4cm5jpd5uYRwV5Vvy/dahwnNblHf/mL/9hUupi7v++X6/Pcfw9bMhf9eDXw3d86SKgixJjKfhB70Mei/VvhmNtZ6tGDz/y/64YvvnnzD0jC5gf/NLl6931rfVIPz1uaeUFkHh2Y5f+8NSeSLr8y53xk8LZyKW+q+fShhMFv5Kr/UUNl9fU/v4xOzL/1uqf89eOL4NvCfdcdaG5828vXhqnqvw3na2vC+tb318oWOXX+Lnv5dv8MXufXa6+4clqevBNVo31o+FeEdavtUmRWPkx5l79QX1k8e6ewGyNCln+H2cufz8uR5b/Xi5q59esWfhPWufPwzNXr98dmwbeGPF0i+64bzjV/+JzNu7n3+uH4Kt2r37tVl/fsNcbW2M1Tb+vDke5xTuPn9ZfVrw5h/ZOQWVG22v/E82Z3+eob4q2S/Zf+8EeX3Z+JllpaT/BdDclj8vps/DVX184MCLlz/4IiJqZ529Bv5iyfXghrOnyryVlU/gwm63aNq+CD4R3eJWu8L/BBJi7squ98s5oPW5/y+q24IN58m+vQzF1G0vDcu/+HO2q/KP4YtnL/fvPml7gvtal3z/mYJ4KX/VwRkENLWWX6/PUT2j/8uq17KT7b8NyDjlQ62wlLnW3Gifg28O3l9dU3uvuRKQHfwSa1xmX1/LL378N3vUQb/Wf8cEn6/DWknUZSWjX/XuGouqUpYyk3TtF5avxOS+qX5ba8v+n/nr7TTpX1r34L/CDnrMsusOW2dPwz2n99vdL3CHkbGlxeeHwSd29Qa+W77L/9Baut75cNul/8F3ELHJlhL/SeCeF2V7lHu+H4bvuvDW0feuWtb9W13hfqbIb0ruv2obS2H0C+688PbkzhiL1/0X/3NubLXgh6qcxl+k/dZPS9T8o1loOJtfrp0WCDXwve/Am9/Nb1KKcQyCwJfRH/ORWtnRAv+G73r+m5Av8EOlVx8M7tNqPC6i/y//QJKebv+GNwnpc//cISzP14Z2nr6RIlEteHL3fCQJARPcz//h7jveYMm7PxfeHYmX5f/cnhlkXkm17ov9Xh3nvy9b18wi914J+52NXcg19WF/X5eT0/cNVk/vh13yxp/5cmP/FYdees2/8M6m+38pHf2fArr2/+Gt7qXSw/XhK8rc6mb/PXwJPb3n+UNfDE7zb3DR9rzC4C3vrODARaGWq8Eu9318V6x1+COSNcvwsfGKbGb18s5KwaecylEob6T5S+/xcmfLv4aljhvylFcm+vPlUkZBv34Icy/GPz3IZXZ8EPzMvrr3ni+Qv73k3uQv++ev59T++5+DTshL3+CEsmcX43k+mbNK4fe8/a1DaT6H/wRZjdqvwR6JV7L60+N5bn96yEe75vhmbycgcl/esFlK8U17t3U/U86VPX9eHO5+vtzG1+G96rJSU8UQk9OqtaBfWVwh7z96w+7FolEU6JF/WsF+Qi+r3l+bvrw1e1Y5Nf79wUZHnHuNeszvUNYYy+2+1bM5F/9wUXP+nTc/PX8IPzBn4cl768Pdn8v9ahzVr384cDfUfw1n2GcmX8wOMicFZf68O1dIVOWvus5FDLl4T0XltHfrw7e+eOeVqoR+eNy+WXsv+uG6r5gbZzJd/4L+b5JUlLwg4z7Yt/1rjbvd7+V5CRM0Ex+5CFkzfgw1Srfr7BqYvwv5vNkLadIu0ZZuf8v9+C6vdVNRnl+Eta6bdb4VxfvdfI4ic5T4nTSzZov/uKzfH6ez+GMmy/dzjQ3bzzKsd5hTS+0RoM/RYPwz1Znaf6ooaP0/iJN8mfw5zYF9MPyC4ZtZpeq4fh7Qj/nnrqs68wP/4Zs1Wvh+JBw7P8EWVs36vBhnzjP1kwwKtOsT/8FWX7cG1e1XnZf38NZyxfDHbnq48svp9KCWsZUty/b89TlsZvelrh/DP7Jjdn/h714fB1GYcihmH0vi9ap6ov/WCrePMnfaVf7f4K8n52ap76+ilysQaeyZe/zZff4I76u/BDGK+8WX3vwRV1LX4S8t8Vpd4JfJkNv31S9Q3zepE4eiMrNA5FutB3PS+nC138PSI5lYJ/hX5kxjVeLX+Gap6sCuei/+Fpv+VqkJbS+X/vEZ66Ch3+C+tY5kyTeTq8w+ygQP7a+u8M9Rjx6bZ4f+Gq1993mT+Ft4l898w8fp7/RdQaeGCPn+d7y+cdxx6p+4Vy7m4W++Y+5b/kkrX89fnWITcDX4IvNkX7vv8T41F7rftAi5/g+/w1etf3j+kv3+I7t8nl+voM8vr81yh74b5/VObnW/5NaIHHgp1Woq+uy1Rf2twvcQ5fdtAXw9H/wtzy4R6BGslb/fhXpLCNl/fKHhvMoJ5f1fDflmvumZUrw7L7/Yc1dek5k5Br/vyQXitZN4rRf68Efna2X+7wtxfwvXKMoF45Z8fRtteC+lvjfa+NzfnEmvsEGSujqm52dcE+1Lz8G3ghnzpR+e6rAlLMyI5Ye5714U8ILyN9dq4l/233haJUm+CDKjXyC7lC+3rhmtZ0/KwemvVmus0n/wzkm+vjlTox8v+9hanrJ/022Isfl/e8ElLean7he99JcVkGLaaDMsglj6L+tYSqXzbEPwa+Q3Lnw0dMuLr9nDEuD89ZrmQf+ev8eLp59+G6S8SjaPOlMPttj8FFa0ScMeZ+Gs5RdTC5K/3vkmlt/Nq9rXBdi/w37CvFx6a/U1f5PGavi5sZcZ7UDjwRbu9fhnistV8OpVP0Xyf/wQXcOR1Kvw3cdrDd2z7/8TH6fJvl/9t73+epXr/8Lahx0m68j0ipNCmY17819fmyesvv+CvqmxBffVx8EcOZodPuV4KtqpofnfwV4ItR9eL8L3XbDHQlFGzjkcuORaXAa+FtuppxeXyTv+F52+OMurkr/8Vaq1HGXJ4cwx7rMplX/4rDckmZM/hXl8dW92+Gnp/xBHFe7PXnKuNd+TwRU6Vh8K72i76nw4odZ6PwHrAAACOhBmqAvwHn4aDXGVrBN+rXCf/BJpJvr81aUnl8zHwjw1eZ6pSvL+quI4/N+5m/LuSX8F3KZUcWP9Xl4z6Ipf98s0Axk/zS5uDjwrKpfdpaliTmT3jkJ/gi58uPghyIK7FeG8v2/hvAbz8v1+CrL8fufDmj7D4XywROxV2nKkgye6X/EkvVneX/fDJTf6/Npld/NmkQR0X+lSBLOvXk+D8ncVsv31veRe98Ti/myDZfX5Kry/fuHNV4XxxI+vJqv4MM8a5XsoWnDsWC+X97wSZST7H4I974fnqc2sO/H0QwJ/k3v96nl/NPbPIX3/cJKNf+5YO5I/PXaHHX6L/7gkpl2fJZf+mgVz+87i9tbvBr56nGTyK/9F9e1C9d7T6w86j/8Ec9+L8X0S8kpf389TVKZIi/+flLph0n/Rf9cbrW25ueNrI3ZHOr5BZWsv9ebl9+KlbGa+yz/ghhb6f2X1u6CkV3OQ4hpubHUu/yLPz1NedB/w3e4auPXh+yhL+X5M5lsPywXzl/v6L/fk22oNPXL8EN9er1f8MU93S19O5iXy6dr6y/JynH+FufzZ+/dJJeEuk8968OSRGe6+V978M6rOX8bDOjivvw10z90oKV1//wyS76/+6fD1qZfXvDhWyouLPkZIv/ghvrHPz18lQl4y3mvtlOrnVQaF/6ykNv+epWk2//BXnzbS+XuPgj5/78O1mkFGwT/fj6hJcfPkl/w/3SOaw37MjyP1+2UQppyl4Y4YoW92lyB4b3kmcu/CWsc7aX4d1TPrIPHkl8wuSPP+P6i5mGWIe2V6P/jeV7hx5b5Vmv290mk+PiJU2lj0wRK34OhPR9dYf6pX3ETcm3uA3k4CGRZBF5re5FiqZbxf2Go4g2eKnT8IuyjeIf/30nl9+sEMulx9sv/eEO7z47vnZX4nhN6V5jtMG/hjDg6N6NtZvzVhzP34IaW7n4jK+XK8NW11+74fwt5+FkuH6+PoWwHETXhXq1efcvk0rv4J4jhPzf789f4Yn90Uv9LhTPle78tkz319hju/J1jWn/4KPPKfPq8mGejrwv4X0L++YHktl/wQl0FT1Bn5CY4d/yYz99+evmBpz5R2H89Y6ph2/l9/U9f4einXfWbV5OwvGF9irN1nuvy/9YLOf5ZVw7w/fhbjrXyeSXByKVk9x/qX/hqck1z6x9ptf68L7QcHG73WG1rf/z+mDz5/0/sOcTzFefv/wlnL1PnBr4Zquvgl9HL68N496y++Uek38M80cpis65n+lvhnWRQpViF5Z/+beZf4b0zY1pRuE3cLwJfxyb/rh+O8058yx6/Vq8MbmzHuTHzS7LLf8Morv8N1uPr84vjmle4IN1O0a9swm3d4MN7ZHSH/14czL7v8a1Rf7+Dj3vf5Jmvk8TS73psv79it03hrvf8M8ndUanp/8FF9s/zl+CSNNH5fggz7zedZSRbHX8ORQdJebqvw3vdfJda8K0w20faieKTWdfBv4J7z5siZ4S+XzZ8dF13vd8vuVjrwWeZhtdec6yi/34J641hpqdrvxc4yvTzaDbw55bX81nVLy+ElnJf/day/74ukfH8vk8l7X4Jqk/VXd+Xy2/e75f/UEcrZW2KfqCXlpuptlvdwxxLkqBYQ0q8Ny4Xy//YTpz3D3tufhibbVazDeM+twgafPgjn8bQeEGnhbntOqk6+WWQH77w/ySu73qdqwCR76+7PLjiX/hWPVdUoci+L9/ppYP16yrw95mxtdVK+UzSIIWQaH/hzlzt+k7eX/6e9fhqfO3htPL/w5qklhHCj/On/y9snl/3wxq+PMg/hHJVfKtUZil8nw76X7rwt1FOtdXIsZP+u8F9R1VyfrTK1//ORfrJCDPw0Wt1mVyw9+Cfy5dWva9wV9Rd7XLh/m/BLw37Xfq8K5tmbCX9vqa4//idmyscQv8NXS1OeOhpelvgnu58fhrdfyJF+J/C0npPEua+GVD9B/BJSn+CvDU0flLrbX5fr8LVrtLX8MxdNaUS8NXu7fTnUqDVfZ8scjbFvXnr4wx9/hqTIn5fgLvcekH68GG66zInPkEzunjL+vhK2uvd+G9W1VuSKP2X2nVQS7zY5/HfV5ofZb/y6af5+VT10hyMZze+FoY97kwyWgdo5HkBoI/x8t+9M3+vBFyez8K6ReTq+bxvhyH//+cqjhe9/Bn5yL8PxWf+E5N+qXy8MvfwR5N+/BN1F13wovr+9RvuvsXu7ebFL4bvSrCf9uN/2D/5OG6GvPU78PO//4I9as/DOp+/Y0GEdJNBR0Tlg/f2Gr4Wqv2BcYnfBt4Xz7XcoovG701Y6U14Ja/H9Sxgy/t+CCm6Z8rXjTQvz47zPwVSSmsu5zSm/9XhfjrLfnUonCH2n/8Neb5wdNlX5fu6SDUVvxfjM6Yf/hrd6/4Jbjf3/BhaVVU9dQ5F0P/+HJ8fX2ZkYZiSs1+HMh88tf4bi8S8TVfPH8Es/v5H1Va5Qbl/rw5ksg87YvnUjBW3BP4m1VZ6fz18g7jMTL/6gg2i5y+R93+mcj6/fhzaDLJ68eR/8k3Ivvw/vN5ua2FMnrgS7qfjWdvwtP/lyxIlLf/z3J4qZVX6eubdqvDJC8/4vgg+cn18usGnhzELGx4zS8cG74XLe9a4Y6u2P/gi5cxa1/xflu95f6qwSSbIffOF4c40uslIPpcN5hfEbpH15Jaq8JXtZP39H98qoNzLX8OSb2Hw1fw//564dtYhbX8v/eL3fbvL/7h676vxD39wmVGCF82H1n68OUyFiy1/KRDnZfBHJJ9n4aw3Muv7lp8MXdPeGzytWQ0ixWvJ6+w30NPdf4dnOwaeeo73/+Jhlk3j3Jv4IsmcH4a3SdxPOv/CvVTEkrOe4+PWp795afw5yYsvlD9CNt94WieDq+7VfG9NNFNw/gu015PcfDWpc1XC409P/kmsmb9z7Pqr17feJ5Pdf4Jd7mEovKDj3vcvklzv8NEO3xQ8ovu7J5vDhS/qjOTIOOd/wYXGV2YslykDdDaM4hDNyaWTgy/v4aiOVr8ZoRPAeUAAAAlkQZrAL8B6+LDVbn3/nr5amnbl/+w3tVi/hL4KJXnr82z9+E+6SSm8rwR3fqvBdxll4WrLLeuGK65vi+ZHck/hnxFR3zNvnXhupX1XzLT0IGvgh7s2g183j1XxPkjtaf1vgv8eTCvwY/v/8Oefr/kPmrL/rgvkr582TCQeS5//z3Gpr/+C+924n9fc9Zz8vvuSH8XpPfjPvGSvxPlD3ATbuvV8O0W5l+zICiUHDHWqYcmzjoBx0o7EuX/hfn7uc+W95BfL//XpC+m9Z6+dNMgm0Tb+gSXf78L7davyw32X/4Zm/rnov4NS/r9eTeK/m0qXwlWq3p/DO5s3Q71v/+evyVMt/PXy/6KvUN3uNCIXKiNv/4meJiOtbL5P4a5I1sQfiQ/+OolfjFftHkvPXyS3+C3JnwrZOfhvuq+dScksJetQaLrDW8rV+S7a8EF9K1Uvbm0ueZ4evJLd682Ze8vr+GZqdfCl/95f68F/kgZnfOToZ00/+HLtvWc/Hzv/gjslf1eCO0NsvVeC+Mr9UtfOjPMYm9LfDvdyd/NmzPppZbcPBm5tge+Cjz7dc5+TaTg28EUM6xn7CvUF/D3up+s9HJPt/X4b7larcJWv+G/Li/wnw5z9cqfuWfPeTivI21VF/fsM3Ozy/OtH3X/BH45VB+F9K93qWNIon/wtrMxw7pj0z79f/lmu+/oE82yfh8e3PwrJ9cYp6ja+cV/4mup/vv7DRFSV52Jff2X9/Dxd3ljWVvBIXIv+DTwvysq2Ul9mUxlJ9eNmhOVVXWt3dvnXx07+eu0OpH/xVqqqn/BhU3u3bJLvgnbOyT1eQr8Ody+E+a+cK/BPmlpLVz8P3fXL0q9e0prMo9eDCnrltZ7w1fh9F/03BfVaQcHq35oDfkLB71XwTTZm67X5c8P4qNsflc9peCPPhs5n4T3htGprwa+DDz+82KhDNf/4ipNfvWtcEcvdZmov/X+uX7m/+C/JMkk+clLKpNW/L4IcuXgr3WZtF+n8K3zd3vhNArp0/+E7vc+dF/3z6+RY59mZsTgGvqw++oZ/LwtyZyRMlwkiWn/wUT3LFVp4vz1lKn3/4cvPpiS/NWY78M8lpLKsVf9eJ26pN6L9/hXd/LeH5tOs4KfG7z4XdKHMn3p9x5kaQneh8L14d5muTF7vzs+vlecfkJLwtNTkwmpbfH3l6Xx+dfz7WRsGy+zeLt+4JKyXi/BN5dTvcS/+4L6dc3r3wz3LNfFlb9ST2bOvaBBrfJi83i/NNJr/hvieJxzjPf/BJzfFZff8EeS+vw9e+lPlUlMbMOwSXRN/+7mhpS+v6xb6wV3Ju98stl+HI5V9frDPAGvmPlWGc/nN0fu9/XrB+Gbvr4fvXj0fz1GAU3z//nr+fjEC+C/SuXV4sJOTrirl34jJG7ZjrFfzci9eXV0vi6ySzQ/hjdpvCejrMXwwmWo2HaX9/ESN6p/wS72rn3avBbd+9FX4uaXUa935zqd8OL9f4NPCRs7Ey20/GeeDFsm0zfPL357MgkG7ff/C9smanKa/IqMWeW+be8v7+CzNkmEd2llz78/D1C41x1fG+4LBVnOq9+ThfY/ve9/Yc5rwToyhqZqIdObl16yy/+oTva8K0ANvPUpe2/y//YT3tW3f4IZd0pfi609X/DnlruokR7rOHc3L4JNJ36vXD8+L5R+rfyyINfgjvW34MPLhs9UmIqRczlzgmvcF/HvZPTcqSoQ2bHX/8k0l0X/3DEfLC/dTc2yzV/DCTKoGvhufeqZQeHIqn/4IsL1dZl78M3Y5LXwgQe15V+opDzN8HEil/9wvveSLPqbvhpeNBdjQT/DUqKVr9vYn/DNa18/fXlpEvl/71lrXEb3e5i/wrXO6/Ybl3f/hzCfHlyhfyh+aEv3+DC7+pQ4spZiE+pncwuNlL4ZmDfdS2vx+Ziv8F+r71WH3df+p+H5NzF/3u+X+/C92vZO5yTIpYjQlv4KYe9zPm3Jf4fDUn/v4dcz1yWUmGVMwaPXGlkx4sZXJ35214fl5aThH4IpuvB+GPLGVtZf4mOS/vqHOf+w43XmLFPwmkUX/7DE/9xeuRwQ/hpkKjzNo+vDU2v6kGynj7w831/vWX/C+S/LJr5+YscSafl/pcEEvd3HPNJeV4gL4ddjPpy/wrrWtVKuUsx+R7X+X5esEXP/vwtLlrTpr50WSHz+/OJHNX8JV3Lz/fq4+G+bLj5tmPg08V20lT171Un+es+tf11hWK0TWqtTMldb/4bjlX2CeEu/r/lnl34vRyj+YcLT5p+11+E+XL0whvNfBHZ6li/Vt75e6/BPu+92Px+slryxnj/BRDkeTMhb21avBfNtCuuqg17mn8vtq6hXeFBsS/kz8E+pP9p+DfwrqtSjeoadv5tlll/9s9TbmLFP/8lSFpf89fDcNx4q8EN33Pw5vdRw8MC/IgKRtfPX6Mc115M+fzTfrzYl/8E2bSZxNffgsn1ZgNWV9Iz9jq5fhOz9q7aL/rgouXXt96g18OTx+Xzj4wmPL/tuCifOlrL8E9y492jf4q/DMfp/L44UkspvoFL+vgl5Ph6RO9eCGq7fhvHV9ZxUEOwtJ/8Efm8X5pI1p74cvjJEy/MKx4qpf6fBGSN1Vk+xD/DhauyXhpf39eK3u97f5eXvL5feFubJaxyrX88DrA2L66568PaP+biv8ENM+cX6+rzapKvFZPvuvDmF65Ucn+V7zzVF/+iZZRdeGqqvO4embILnMkr/fc/+7S1ZfffBQRVyf9Br4Ii0pUTr8+E7Q+v/PbBA+lb/+P7a3uT83+CSG/Pk+P34ayCpZ8x+Erz561wT+TnQazp+CTLt2P1l+CGX9vz3flHZ/89fwmzW8vr+sH56xvv/w5LPr4/Y9eaf6/BJ3N8INS/tf+I7lOGh8vv+GYYyfc+Hl33hX/D9dLd31X5bGSrNqBvPw5VZCeEal3jWP14ZyRtEUAu+7/8EtO8V+vyVXXhults5QWHsXDXbS/i7Zn7WdV8/D5Xvjb+GaU6ZFa/uKcNol8v/2K3vxpfhv1qvnmUMtfw1UMexHapO///DWbNcNyasmI/Rf/SC96/EOPrGvTZkpqwxLr8kGhfrXJ1CfEwy/S+GakzXz7rfn9+d0Zny/euCHe8vwRXvYovveoIt7wX5KU2t/BLrWrQXfLL/rhnrVfaDbCPL/rhe+sNfdcoePv/ghvfVrn4DxgAAACMhBmuAvwHr5g1u68tcn+XamxF9eVQxGKfFfY/HyseEvC3NK7epdT/v1BHrXz8Ry6vFfwxWX13w5RU9PvfWL8NcnqRTNPMOQ2twYv++bywBsvsMcc7fLjaMd3+vPXPrfrw7j1PrbSu6xzdlf+Grdqvx3rcP/wSTeXSFnfgr5s5NPl7sPiekXH6sv+vfm6lp8LVXd+pH2I0TPmLL89yVM6NhLV2CPfwTWPe9OX4J8NK5y/uPR6+GIfP8GnhbaGV2/r5wycPmd/Nz+vP+U2jBFCv4zguGux8FHP4/TXsn7lXi/Iu+8v/qKlY/UsPginffr8N8q9S23+Uv7/vVQXZ4Xef75f989f4edq/BFTu+vwQ8bQcoNi+v+tcOQ7760HD/l/rw7P/vfmqvyTILnc6vw7rNlqlJ5Ny+VyVGUa+W9u/c0dV4Tn/b3l/9z5YS+8do9/zzjFqU2v3/4c3evtTRX5o4vP4L93dzsv4XhmWT/vrN3deXd4NPBJby0gy/5eE+0Hctk38M63X8Ick4SRfv8GGVfz665URZf8LV6W0cWce3l2vNMKy7l/EiFw3fGWjKHqMxPUp8E7/n+ImX96b9XD8GHJuM+/h4fWf/xU0t7vXgjy129Q7w3pH847Jkx84I1n57lNF+DZ61J4VyNc5ot/sgk/fn//h7u9J5e/W2jPL/rO1vY3z5PfcuPdz1Jqs+nDK4Es5le+Z/4Zu/B8PS1n5f9LDcIZo+vtuSv8EOaNcPwXc2cy8ov1789wH1k4//PX2jmQ1bpsZf/U9v2IYo2vwt5cLK9Tn6gj+o9Q7b/+GZL7Q4vvj/11rqDNfZvPiXuG83ee/Ifm34Yhp6/uWCxh7O+J0aBaO/sL5vNz76/JR/56w2v1//mu+vUVp+GYYqX1bph5JP5fXfC0M9jm+qhlO3/YFh2Ip8NS8upvONDu5KSPr/8NZM8v21X810U+fDmTV2mvOq9r1Nz/89fTWoM+FFQfL/Xhrn9f9MgNI5gV+DDdcsU1+UFzV/Bt56ht1ttr/L/6hyEq8PryKwxH9F+v178EdRzvC/PUomlD8zfL6/gt3YR/lUWrwSeMVufuf/56x7nVd/wzzZbqhX6//lp2qL/7hqker+vw8t12X99QRXvY/DXUQnyqsp/wa+CHapd+blxKX/dS7Y3J/BJzS5UX7fwYZvdcNPL44HdPlPW/is8fm/w3uvrx1Y2cCP9Xv+Wlf8NVtathlmgkf15MLOn+HKhbRll5+UJY7IR94W7tzfXjP/fhisueTWkP5UZ/4N/PUOomnYO8PJ3te5hZarwXXtVqXfZf/cLUt571NXqP//hzn9fOcAg/jq7G/rF+C+a/Puww3cZAP143zXcuZfCmXqzWcLGrZrepIGv4nmX2n/C8+Z9WarPcg/9fYJonmaTvOYLwQx9fVwvC/mYiOXWVaG7d+Dcv/qDDLnCrV1IVjnOG+5d+fBG+bF5b9eCa9rWrfnufmDQ3hxInly/l/3zTbX8NQ5Q+vmmNdYC/hvk2pK2zz+vBLllVUf1+Wbs/4b5+rlHtlv/SsAaeSTZy1eXu68R1Tz7e4d8e8udL7uz4W//nuPD1vfrwYeXN3U/szI/l/1wSZ2/V4buuv2hsX8P4MOXNXqzTh7uPrfBBe+fN6/lk+YN/erhflIQ1iMl2V+5dWS5fv8M+o8sPk/Hk9F9v8OT3uuHpov5f/wRwiF438oMy//ZtXYl4Xvrycg4kyn/wTYwfr3IevMF4MMsjGqyX4KhrtP/w3uUzqnWT//H61L7ZWd/zcvLFeL6bky8ut+2F8Z57d3dTFrMS/Xgkn1aix5+C3U/8k3gy/+5Nu3e+vgvJt1l/+EQ/xjPivP+obdZtlCuxqnH++TwaeTNS2vDcrtV+fTV/hzmwkMbeLfrwR63YrwrVd5Fq+H17KvTJ4je07u68KcvcuxXd8+qtn4Z2+uP08Ocb+HPL1nWGzEP6/D/VJ98O5bMLKkHU39l/6wR572K9lz+DR94kmTKYZaX+uvwWylJ0tqWX/1Vn4U4b6jfa8tY5TxvwYY3TZe+v5+Z3xdV8NUWTw3tVhnh1aFw7bivU9Zt1NVJg8yPycZlb8PSslPcyVvv1iN6lCRR+S73wtSoy+K3Eucz/CB57P5ayNN7+h+b1Xe95frvDNIZq1EMQhf08454NC//eX/fLEc2vhnu6/jnv58vx+WUf/gjpJU9fhbZXc8X1+cPEQOHiesFPtwtd1Nk341LDMyv/x2TMlXyRfl9r6vwzlPrr5413Zf1rBfe7nzGVZVST/+ev59JwaeCTbn+WX13c170/cEG7u3bvquHokXKhLfL974Ke76t8QON+GeRepgeUhOIWhv5f/X8F+ZfpXVQ99/r3Bh4yoLp9/L8/X+bibH56/bUiOX/rBFxz/VeGSPulHHO8PbVy/9YYLc/xln9fkfDq4iX79wVS9+fYJPqvKGSTSYvzci9eCLe8aDTybmjr1l+GtVqy7m//Nmyvy3e78ld/rBXvI1P+e4Hv//4ZvuqoO0w//hyuXFfLn69QR86/pPBDl93Mv16giJmzBBr4XLcn7TZNi+oZlf/WuCC7hl7xpfP9jhqRf+X9PU3luX31/x928OFT+Ta8OaYYlKULF4QdL5f/UPbyptm/vTgncMET/73yzRLmfPk3m/yeTy+/7xLn8OTIsjl/JZx2X9/C1rSlY1fdl/wtG/fXaUg6+QdDsPJnOFV4Juf6kDfFa3w9y4663jyrwlza/2Fp/+m9urfD4NH1nr59zhVF/L8E8h3funhl9X8IyaN5WG8j5l9tfhXy2qZaK8Or49Eo4YewS+aK/8Vfn7v8Vor48s/F3sq1IRl/XoOXcsdXkHiC/sv0/kvbtfBZjrR3m3WTK/PW4ZSaKCMLYdZ9YuvC899xXrcj3ROKVJj8l6T/uplfBz7vfL919eCHe7t74ITQsK+qL8bdUU8Me5PCuq1pcyUdkmv/H9wk9rtranH/58H8mrL7fuCHbF7vz1humi3+A8oAAAI10GbAC/Ae71yhp7n68M93XD1i/XhrjDW3fl07/56/I8dnYKvcM+PNC+3OFzlS+CPL/KvDHmyXLWo53uZY3fXgorXqpUg28L1wi0erfJNZrlDtOGXK+FdNl7t7Pw5L3tH9+CSTLdv1y/BdvceIn4vwvm3D9FH1l9F/z4sPS/I/3sGcIuUq14XvrVcWo2Vqx5/8ubP56mUnewv/k3vL/1YSpXdq/4XhvqPjxj8vz3deCPkraDfwRSx+WX7r/wzLnXyFyhKtb4J9Wtbsy+teevxvneHl4IuTMvw3rTWGKIgM/+CPdq1+CTn3l+Er7vuvPXzh+YPkHUX/fNqaL/9yZ/gj43Vt+e6ZYIX5cOIStETBr56+zMZkl8NTy7GnDMV3/4jpHJU2hlSeIrS1qTwrSJb/JnfbMZKn/PWNT9+vEVJqrmT6vy8zhX8/rebf+H6pZNkjtVX50JRKuX6v8v9P/nq9ENkv8GvhySHXhtLhUaYbi7a8Oal3VTVm//F1fMu7/i/N88r961Xm6bovv6gqxXfJ5M85l/e8El235fgmzy9yxr8ENWyPegy/BL45XI284vwSkwzU7Pk3nFd4cLWqzVr/w5Ec6nK378G5f+3DFN+tfJVc4fIPnF2qtfQfq+ZnW7vhD8Xb5dyI/hjVp0r5vryS+CSu21ebu/w5Lvw+RTKrDstV8O9M9bVeHsimiHYav/l/UvDvSNfFbnjwj6/QG/KhODB5J/hWsumJ8fU9NYcZi44fO3/G3vV91Jnl9VqDbZyn/JWmPY+C6uPdrX4cy9FxZMJ6frwlVXpv/PXw2ud8Gvnr5HUkvhyqXhRU4QvPX/hbNT03XT26/Zfa/BJ57r8TUYp37/FVXd7rza014ajnvufVh9WxffhfUZbN+1VnyhMO7yw3A74IK76qZz+zeOJWUxD71z/z1/wR+WEjg3HrxMR/vf5ru+X6/ZRtB3BmvoOEl+vBHudx68Jc1XrdLrCk/3N8SSmZvu8gq8Fte56rS8/Nysfl5efSPvBBeK25endm+59yHr/DcPGm8nIXzbePve+G8Xi/hc0P/gk8uQSeFsPOZzU6+Wchf9Y35S5PBr4IPGvXpl3uZSoxO3eskfgrJrO82Zo9q9dfgh8/IL8OXfWWs1Zxc4+8Z+CaMY/hGpDOUX5q1V+evj4NKv//C+5bbY905JGKnTDPs2z3L+0rhet4+v1/Hu/wWSRb+1fd+/DWEvay2Wvhm/ah2f/N5c+JrF4aov/F33zNg68EXSfLevl/vyYfkIm1j4Z2uVCsjmfAQ6pr+L8VW92f8Nd09dzb/wUW1m5P/fgvvrK3WewndNsEv+GN3NzEp3hF0jDfZDCL/z4Pw+l/N1/gs5y68ZU8YvKTwR+HHmg48M0tpfPqmT/hntOocl/v/8R3fN68XmlDj2ne5f91DHdt65TVX/4Zrp5fKHyP/nsPlHyPdP4Ib7u5Xglvv1Tpy/d+vwrfKzLQo3wkdHz3/4JNXvl/fwR1fMn4bu1rThji8G/i9X6r8LUyN3Nb6lWjJH/8MZq+PpnXG8ZQjDdp/zypwz1nkC4cwv4c7uvmvkG5fX8M+J9USzVUsevDlU9fnPx/vq34K64xK6Rfly0hfX0xu69Xa0lzcWopkGVX//4anx9f8Pr7ENP1BLoph97qZvzbz7L/vZcv5f/cOVMZp94cmvwa+L6my9/hrVLl/BDtRvy+/2HcSOFxuW/JfoomU0v//uiv+Ovfqp/X8Jyf9IuvwvrWtVKeJGVedwcScKTL/7QXnXyoLxWuQQI7c/4X7tR6wqzHfkQYzb8EPL8sv0/r8Mv/usH4KYxT+Rky7c9XF7fheTP3LJTTes3+DTw5kTusd1tDvvz4v8P2L4a4azmoYyeO/+i/34Ipl0+U/L8EdkX+GX6//JIz3l9/UFd9XfrWL8MTj69a+/w96vUFVteinfGPPffgmpvbt9/34JJ+3sF4dtL5PSfcGL1Mj+X9NXBZvE8u7r2UvwUT59ueNfhXdbvrw8lif8Eeteg289fMDJhw139B+fL3fkzgwzbQ6L/8OyPfn3PnX878wX+HOaJuYVyVaxzbwdmVr1Z+Tu/w1lUvrUc7/58Xw/ulgn/iq70r/Bde2uaPmV9YIZ/r1efn/hDvf+KpUse7/BRjLl5u79b8LebV46lTlyFb53if4arJ+X+QaGMpfb+gQ+FQaUgeoM/DnKhdYeXQv/wYd3zUq4GWgm/1jcTaL+quHc3xhj+6vlN0v0X9fBbe7ly1r8M8V1GXLfb+/ES18qJeX/fDPIpILL7OYqTWX6vpS2X+7w5Ylk6/DyWR/QRrly93flteHt5vqtV++ayrvvyy0/z6/hB21g08RnzZ9fu7fL+X4ji93nyX/7DnkkvqQLEHf5tVrxmdqx8aoaX6Va9Q7Ty6y7hoe6lKyn19F+/wSxL7vmxuV+CMm2I+DL8l+GiyfWUPzZ68LTZ9TX3zBO0deX9/PUtnHzBPbH7dwea+wxKd0nrKL+CD6w7wbeCGJcOa3Py5o/w7hnvPpT8vUO81xvX/h+9k93u/L7ZSruGTF+vxG4nntqvDe98z5Vj3/DnHu1/RhqJP+CbZH12YZe5fhmnTuvmXw0lmP4cxHPvyow8kV/BRNe1qsVeCEl3eJBBp4JJeK/L8aXmwv71L+tXEE/1fL/8Xji929eGOW5iOXr5BQdkpJYKXeCnd+ofyrceQdl/7wT5448rkyP6jjMKvcX/wxPMm06pF1ajOpG/Lt/5ZP3l9fwRW64P1c/Luv42/9U6aWQ/VcXw/nt5Z4vy+kruFbhZQfCtX5fZQopTXgjve34KPM8j+034JMkWa7vfgj6xeKDXz4I8vzWEGc77euHt1y5zv2w3y/78+L7EkQXc/4c7NVHprkxn14Irvdz8Lzf3rl+bz2vDEv/O+WZcqJYLf/ulF/HaVNy9817/gwn6vJXwfODiXOWfhzNskFrM+GNfWuBv4LumQeNf+V5bt7L/Xu52c/nnFDSWLT//BJPgfcv9+sYfDPSeULJJYLfwHpAAAAkBQZsgL8B5+CINcI/bw35t7Xz1x0ua/+aK734LeWg3JxpMa/C/VdtZeGJcn/PWes//CPVld5v/12/DXjNhvzPX+GKW60rDyOnVkn8Nd3X5qEtiUngu8P44um6Yfgg8+vvNKRfLH9n/8v7+ev7lTn4I82t9QaeCTxeVL7BPIhyvLT9fk2717hObpeedV4Y8/Czp9Rrv/L/XhqBrsb+6Xh/NKWUv16hek+8JFnNeGeT/gtybcmf34MJGk29k9pfDiTTyffny+UIhuXNHrwS28pfLzsuk8GFsn58qstV/+FfMwT/WOW//Dd8q6+b9Zff8N8mKswWSnwal/p8MTdfVPUoMOPnD7EfrwRb3i/DfZKs07/8OUrus4vDnUf8tdV4du+//lXX6I+ry/34L7obvz4v1DMWZ5f+89fOrzvMjvvfluX9bz1/H7lBLy3qvw3arVo9mGf/nxRCFcif/BH0Me8UVF/a89fbneOyvmy/Bt4JN76sv/0XG6e/cE/P9a8j+HL7qzhjn/l/rw3dvVmYTaafMLyizy/deCXlxKs0iA+l1fhLN+Zm8v+9ib3/qSvwx5bLvqQWbckv+G9Wscfn1/lvabfhWTtb1r5w9HSswa+G/C9oKKe4azn5C//e/c9fIftP8Ek2Hv78F2tKbv9J5cMZb/Lva+Grt1wsEpL/+Geq4RkfW4GP/wX7mjZc6mTKsl43IFAxM/f2Fyal9pKvh+kPV9F/9wSFkjsPrFBp4IvJ5fnrw/bn/7rjWSfeHJv8vlYJCvwrXG6E969Q2j//w/tpX1jcZ1xh63/w3zeveHG3Xj5QS/9thalc8RlfqUtrAj3N73g8I+95a9xlO6W2TzMd9KvIgV5viB5/vs3TKX93JBTLGef3Rnvy/DPUNOdSllGShdw5Jj/z1+o+UeAa8FN3+XOGpFa11m2ii0P4bxu4r7X2yIQ4i4/L7+om61KffG4NvBFzc2Sy+vtjLv1S3b8Ty/NK+7rw1bD3GDvvbeYzJaPubz0vr+CHOT9a3yT5b6ycGFcXn+vlF6RQ9L/m4vJmSeW15efWfxHCd1Xb+gv0n4ZjTUMwpGiR4NS/XdFk96993Rf9cNZJ9fvOve+CjKRblN7WvwT61P/g/Dd98PpwhMS156yzvDd6sy1Uv1y4JM3+y/vWCzyxJF9oy0+sWIfDty49tQ3jp9xvY/uSyh9H/8NRf18hpKWPz2/kSn994Zz5thqmv/wQ1Utu3YfBdc8ckjClfBF/fUEt7931Bp56/HXzj+GZ9J/ORqaYG/9ee5Irqev/JzdqX/rPVZtOO/X69+KyZ83+GMyVWrbR5rhIdpcrghZyj365V4Lr7lPLJ5gvPXzBQi+SQ0CzoOfPilVuy/+SK+vC+0VubpUlmKT//hnz5F+cHyTBp4cPuUPseHJzf+JMT9c14IeM82sWX/fBDh3BXi/JtPRf98EF27QsPe8m1jd0hv/4ZzFdtN0f+XwxnQT7jnZVD8O/kfz9W/JDT19+GZ8PDZ8oTcszuu8EZ8/tBt4JDKvFfgu3nyfOD8Rd/Ev15d7/BFz6r14rd+a68+UixK0/J57fk2VRL/vmvvW+F+71XF883j5xnBp5iPL/wRlXJLD8F+82lLWq/mTCyN3wTX3kXl+H4uU7m6rOvc3lxeG7WddYY1fsQeX5a8mUPW2X1+gRS+/WX/6PUh5x4+bX/nr+Wrt+4Ku7ebDYvS71NeWX4qr+k/wQZtjbQFHRG3PazPPD+HoqaNOp+Fu/8/kuIw/Bp4T2zfkvrqwQaijPz9PP93WG7JYJ/+GZs54fhHg/k6BV4ay7NFfMHARvya/wS1ubUjO5l/vw1kuP418gef9tDPl/1TCHqLdVL72vibtZviy+61gpu+7z7d7ZfX8F1zy+73P3P/8P2t3FfUOx4sbj3EElGV4fe+Es6Clpv83m9eoTi/hv3+CLd7Zf7ugTT38Q5zC+qBN1VyfSD8E2NUXJ6VoNfD1VWlefH/fnD8lpfY3avxXFdq5UzNvErDKpnv/vtmp8E0mZbJcXr98uZfr8Mwuq2nemMlGHF7P/+TaqvBH5u78l314X3eq5hdw9PrbI1XAyX/7F1fz+vDuW/nx9rL8efY8WP8J3b9qq8T2kw10f+G+SAT7qLRhFo48M7Hg28Xe+Zv8NRHPmevw+t+aLEa8GGfOZZfv56lH/hvk9Q25W4cIL/8RpXOu/fiuK7Va8F931UN+dintCNuQtH9/wSXxn0GX/vDk/OXXU9Mlf+buivXCs+fTML7E6x6zBJFPtUd8v7XQbmI3fc/jJWtzenb3v8/rJ7/L7X4Zqc5B15Iofzxzg183UvT9zU95fdPUMyZpr6zBUxD89fhM4UDgz14MOpb3fX80Smr9yXrXqwl/foJblzlfy+/2eY49ZOPFfX56x0cVj/a3cPxnc5H7vPnlCPB0P84V/4Zu/BmGVb0zAw9/wzzfr5O1rw1vfLj0tod8GlZocec1q+3+CLe7ervdX69l/31c/C+ivmyuTv68L9z8+ewDrkapyEv+CTu8J+HCZibiu41r+i/94YLn02bSr6GaRhXXuMyvPn3Svl/7w3PjquH02GbcG3nrwzlv+HNVVQxo/IEv+HOJfy/L5Rcvi/LmXFl/vxVZvzbXnqV/JT/gtu6fTNezL+/giy+ZC5+Crhr279abfhrDkfUnKf2kGeTy3wxcfx+7s+N9/64fq78M3fX9CG+Bt4IsZr1d+Gd76w3xeQkwJ9ryayf4KJ/P73yrwxvdo2jSoPFTwXxyv+Gp5OtfL8rd14b1Sr80iLK3ovc+Unov9fl+vwS5e75Hn8qfWGLit8vXMngi+en9rfDmW6znhHu3/DfJ8FZlzr8Gfgk8Z6q9Zfluy/n4fbMCxoHFgM+CXzY7rp2rq8K1f7br8y+Sq8TtvfWX+rxPn93y+v4Jru7WqxpPLTfXhTMIy7OKu3jfn8r8EV5yPD5INPDVOYpUOyxFyK2uYHKV39cPyV1XvJH+a77Xagl3na727a5MKmnzbXIKao5Y/rwSn55S/79WV4jbXH1tPfPXw0v26/v4XvbpEzZHSUpvf8v+uC3y4fO4XkveA8oAAACItBm0AvwHr6DXZf3kdYPwX9yElqq49Y/vffKZJ/go83aPvY/XrL/6hyW5MxfdZpiPNt3Bx4V3Og3lupA2HokCF2hn358v4zTXgwy/XQ1+2fWi3wQ4r2/BDP69Xu93/PXw6iqGrMNOEMv6+CLw4dGX5+pOdF/82sv+uF+evnISvTwa+eqqv34JORfFXlkl34JdNfK2vzcZX+a9dfmpX1rkqv8f5LvfLleCG7lfkF+HN7rjnX68JT533+EsueOLg3L6/nqXSl9gw8fY76xV31J9eGa6qQq2WN/8LWr2mnr5dWUt8OZ81+5we4b+ev6EGr8vhaqrpt18dF1814Yzw7u+X8wqHFvX4I9zbeGX/6y/r4fpLle7tPG4LWqeSfy/X0CTVffgurJ5W/oNvBJl8V9+CLUhKW31YLt623xb7z9fxkvqvgnu/k7tXhrplxcpYEDbK3/e0Xe+8FHUc50eHZCmMvt9Y65v6pPg68J521Uo9ov++Geq6k0zOQdKKB+Lkd/YKNJ82CbG34IarVz8Kkc32f9hsdZp/8OFppV/SMXZL4a5s/JPMfgg0PR+lL/fh3tDfOu/k6+0aBA7/OVfwxFfsGj1zkX3hhfh/nnb8ZD6USpJcn+GZT5dhV8oci0D0vD65Cvb+Ceq5ckZwV4vx2j9qX1/C1997qMSMFP/wUZsrJ7fUX/Twty427u3mYlS0v+GZsak+obiuXt+/E2PIsX3rwSWlNf2X1fULZ+9w+tkQA7TSmU/Bt6kT8Jzx/Hmj4bpvC5Vkr9F+vwS3f3eL8Nd3UZFxbuY2HJK1UHA2O+Tlh+Ceq8hRcAl+CGT/hXghyZnFJ4bu/FbyfyeC6SXm+5Bt56/NV3mflrkai/+teeuNSXIIwxO9L/t4nG6cfX8vr7VeEur3TPH4c8apL6kjKI32oMK7bavXhni/4brVe/CP2T0C+be6fuGtaUvkkRBIF156zpp1xoMI6zR3G/CdN+7/hyu6+R8gukDTxWIc+fX4bqte5auas5Ym/C3Jtz/bh6yfrwvUnzUT1g3jrpXlyX/6/DE+uG/O194v56rL/fkvm8v3+I3WciOCF/z1xu5/XSr343M35tuiqa6VixeGlPf+GZd+pz7bAr/L6/q5J69XhuVTfLh+i/Br4Ip87FeEtp8v/u2uvDXn6+bWUpX71xxv8nm34Jrvxf1+CDtNGWVvkXxc8ivsouPSzU0X9W8EHl8a11vlzXhy/AaWrbjQtGhX57KnrD/+DDdDfM2vDDufB2/sP9SMnj+JcSXzCty6vE5cL1q+TCl+voTd7k314ckfeRPjLKvrw1JF9zL6Sin/hvy4v2SQYd+2/n6/c5+H/DfjUVYY0I85Uqtm6f35cXgw6tGNvwfOinNGC/w3nlX3D3K/Bt5Mv/go8uZ/y/elJX4SveMMvm9YK8M93Xyg6YPFH5f+sEkn8vwndPN1bW9cf27nz6pfhvuXYM2lOV/L6/hzuxr/D3ULwvvSHvdWbw/cxfg08Lyr+f8HhuzP+pRfkw/UIU/h3NQdqb5fL89CD+q7/fuFczHLcmL8ELw/efXhnySXzjszzj3wvy/u6/wi5KyF/3yZV/5fJ5f+sP+XLcu2qqf5QX/wtNLH8G36+MCSaLPE9erU/oL4X97uXFlfNf/h/52jyPq27tKNUuxfg18VrSl/8/UNIu7//hy76QTB+cGv/1wy/u6huf/LL6/8F2qxfnT89Zx+b+vDc36qOfQpJMPryf8mfnz+e3Qxs9ei/vWGt72HpqRH/E3u8+b8T5u7d175/Xgj59lFBqX/3PXyjhi768JcuXw/sF4c1ORpKYQOHrm/Rf9/8Xu/nz5eqrw55/ul3LQt4yny/64T6hrRWa/huualqo2UsjoQdm/j60t37JfhjdeVeUUo9DSmV/8lb/gu6q8/s/DdOuC8ZKX/xVa1Xl9v8EuehmUIOkucCCDXw3d+OPYWGr234vzZu/w3uZfW/TMNC/kL/04nzZJn8MXtvqbq2epDn68mN+/wSVh32xJ4601u65uv8ncV/KTVQbecqlCR6SA8Mw6PRH14Lbu7zZJacfr2X/rBfvd91+EfH4nXgwoa1qj4fDi4xtMwNvuxtX1lhgy+PLF199w7MkVCKO2GIlqs68Oa1VS3YvXgnrLs0n8vw+S92mg75IR3vB/G3hH8xTPufrz1GWW8cJH14Q57zSu96X2GKOa5F5A26zWcPfg18F1Ldvdilrghh8e/F+CTaP2EZx8FWfva35st+Epv7u68K5PyfX7QXkmsv9+F/IvlnU7yT/l/pXBbXU3Ec+/FX2qzS+FvDfrv9WO67cN/6Xwn0Tsvu8v/uL8+uf3y/uSo6+pil2WoVV0X/Vwl1aem/w3J+uepI/8OatrOB2nf5fk1UEJNy4xBou6C937jVHVXhlaigUJe358QWs3uz/CXFc2SJ71w3u/CczZm3/gvzy9VWSV/l/rwVZv8nzX/fhyta+m5y38OQ36lrh4dmvLAdDV8K4RXNntZO0ZSGO/+X3//DUuZ7Wdtf+e7BN4z+//ny/0MROHmGvhfJGzXXws42a/8P+f3XV66G1uQdLMIvbr/hbdZPqoY5GB3f14rm17nL68El59sPhi9rzfCczTDttfr7BHSvl6DRfYJKrxx8dlk+L0vIv89Qyu9Vs//4fyZfd2tpcfejbP/wRYeT8H3Hw1SvWc0QfaP/8vaPnwzcbZdvmHsn+GJW/Ve+NQWgl31LwQd3J/da+nJM2ryS5PX0CuufJsqbX31XhzPt1IfkLlf68XrXV0/wvkwKtzbJTflrLHhy/KxwNfBDmUf34avtL4+W3mVrwQ3fIa/DXk8v8avS/f6wU98MmiH6+Hbfxd+CI9WyY1erCusK8CzLY6hhIl6kqwTnD3/CuEXS1N3pr40H1FaI4fwnzwSnz+SjHXpwHnAAAAmwQZtgL8B5+CINclu1vm7v8vPteoAqReqsfhrlFk5m5q86owur2l6hu0P46qWn8vrtYb8T8U1JkyDf/PXhpcx5PBf5qSXWDhvpR+vDEkMOcF6rKset+DfwXy17u9fgh+KVov8M7S8Ppb+7RPSvXBHqSX34Isv3HwtibHd6+cSmCZ9+C+8fXUL9Hythg+IHF/fL772H/P8/dpRdV/l2/wtzyyldRr/2h/YDTIvgh1p1KX/ry/9568MrJ8v29Yfz52zV0yL63e8rvXhqGOT6/IqTVT/gim1y/1Bt4Ia6eWT7ffyT/X4WvqukuUkW/l/qsEFz5KyZpfxPrK+QuYP0pfv8LY3+favPf/wXy3W+fr8N39Nol+Gp/vZ+Mvu8L/Le7ta9eaX9e5S98vqpb5fX8dfHefc/5YrwzqP019x7X13vhl7Bn6wUT+/pRcPe5vjyr1aQvr+CHiecvwSdy5l+H85QspN/u+oYSwts//PWcKlt1f+CCe/pnFuZdZJDhW1/8VbvSb61w1Wvpsc5v/4MKqvPvNmCoIn9L/+W1r8sZX78vdwaeTNTvewYRlldjpY8k4Pj0btREl8FE/17vZ+bDNxmUvsLeNvQl+K63G7eZY0+t6XF+HNqlrHIpw5yXJvwXyZw/w+vGYx++TwzrXVz8qEpIauOH3JWj68l9v4IYEb1jq8MyQw/BB0j97UkfXwl5Mr78R4X1eWwa+aHaY7OvCeR695l5fevBJXdt9yBPWvL/ghjnoNbJaQfhzd319uG19zhr42m/qbc3lFeHbsiw7g5P+vsGF99sTyZ/7hqKw/Bbkzzbyy/16sJf2/Bb4UauWyNr3BbXSdz5UmD5+HxmA7y34f3LLhjUif3fqmYkY//L9ff4ZrV18WKaeX/rBRjOPnh2K8u59/hKW266bYNfBN3c2/B+G97uZOWH9a58ssSoMee3Dt5PPXwzapt5hPy/0XnrGu+JfYrX/nr/zC5568kz9/nqQLD/f7+wRb3Y30ockxalSXw0zVK5hO6QwUH1wov1+GfE+vlKZL+G+71cN3w/5f+s9w9YqoqN443PFKvcM9orcPncQXyKvnKvkfWNmDTyEb0vkyXIS+ez7bUONrl/1w3hnJ184Mm2N2vLmp36gkrVW3k4d6vpuseq9SEQRfPUjw9hHFz+n89f8OxOa8M7214qX/JxLzZ8LbrJnIVzh46cf/DU4/pVrTv//fWI3d11S9wXSj9VvNmJJ5yrjuP4NPDJhrDsiiw+H70//MXd/h/e1KSXGmX4Jxo59BNOfl/6wxThj2qxmUsNw8d3iqKX1g4Nn8bNPNyLMmS+WN4e4calls3XOMh3cebv8K3eVS3qsfZNFF2nr9sPQ1U9RLido27Pj+GZSQuxcrgx2nMv9eHfJ55mu3beq/KdKDzb7SSM+e0c27ZIrrfh/TVN57bnmrGV4It/zVylKhbfhykUpsfw8uj6/gv1mPy5eX90S/DWX2luZRj860WaP3L6/h6Gcnz+3OQy6op78fl+Agf1X7fhbsnhjFvr5BnqqGhv+HcptvhP8XyYS1SHeMPf5f+rDN/leuIpr4TXw4//hyqpVfZxyc5Rqba+w9jPHZ3w8uWlBNuUvcThmVoeWfX+C2m6zvtwxHDf2erRT8orDMti/9cIM/DhVnG7j+GndOshs3/NPv+GqTsfVT/9l+/cE0Yqn8uYX5L31vhLxWT/4fpU3Sl/J/3/w5T74JuK7q9r8NY+vYxwh2y8HXhjaLrvUma/wxn/yanU68Py5fqTZ5eo8z80aRAvF8GFVy59xOtGmXy+6+CHWb568N31WYWVi3y+v4IZ/q4XhKTO6X8Enh88w+93/GSfu3xyn8kvmnZ3l+/yX1+G8X9cbnVYL3g38F+VfS3r5jJfy//R93G+/y/+4JNJ8H4JLy+1+CHN/vz6/JCvwxut7vuRwue4Ef5Gz/bv1FT53uco/JZTLS+8Xn/OLkNwk/UEs1/GmiOX4Y7vP/Lx7X14KLt6pm66Ni19hvii0Wv4ZnXYNC/74byYemuW0zJmmcOuHfhfV1ytrC3LMNy6/8EMsrumckSL62+Ha1xqnH/fLw5HTH/+H7s93e98oadlBX9eGt3rn1fvvBVkzxqixdm2Pvw1z3dlRO+/+SrfNvwvXXkzvknkY+Cfjfeq8FH56uHVyLf8vv+TnzL7qr2X0/wtrF5JPgOobt5+RRG4D13hXm1VsYX1L3Z/l/5cSRO9/CqgwaeFSskiZ7vh8OxcX68b5ru5GysfVV+YOFe1b4rIStYhyvE0pkErbjOnyb2vu21VrXG3e73dVxhftymT7/y3XvrBPk3bqrfgmjrY/85fltvzed9fhvd+HCNwteYzJbT8OcXX79x+1y3x19p39VBovlPy/P7L5eOGNeC2qVvPZ2t+FYwq2i1B27193v8k8M0fu/tfPX7jZfUvn1twy7L/l8my/a+Gdo74lInkuN+x/FSX7u/wXyN/NhXgw7ITNP5f/cd2nJD+a/w5c++vmCUyZ+vDWRs5SbI/d1/8N03d27MPuZ/8EN5tPba71ll8v8K0xDkQ05siReGxw+DTw1hbV4M3tw1qn+FMv8mbtrk+X5dk+X1/CuBX2J+Rf9GucPf2+suHHuvPlOcjX789j5RjH7DlieHN3evyLw9ZXwrWu918wSs1m/DJM/r6w+lncv1+CEtzb4Qaefr9lHKviNV4aUNUv/uGb/7jychuNXPm3r8Nak8yl0ikyP/4Jar0mrleHM35ZhIIX5sM/XuFPHtlkrdz926MaP5Mvhunqm/KOkDSOLv+G83189MM7fgim/xfhzzwX+EnGs/h8lJ80TdZyXcrcBP6qL/y/14YK3u5u+snt+y/94W5fxpoS7lBXK/14ewplLs/m9JWmbmP/+Td/pXANvDWk+CuZfzeCG98EnhnhQ+8vUa/34drTP+bll6hhv2yvy9sp/waF/WrFELl1zXJ6wfhuq64euQv/gkw1GNKZt1bCm/Dmt3Hyro2Bf4It2nOL8LebZ0FJhJ5gf6L/1YKLuVjBaUSguYq8FPNWqfI5rb8EldFGS+DCqv3VfGUPeHgD3e2fDfJ6klCZ+7+DTwzux18dnvv/PUyYfff/nwfmsiIhr+Te964V6mHg7sfN3+HPvhaf+X9fjFj/973r3F5I73Ox8Em0swr8K3zv3dbcM3M/L9e6uH5+oYmj/y/v4Y5xNXfUOdXy/14apXrNktxpCRfwvI3+GKEYzyr/6g49WrzZM/nqyUwX/fhOeq58fZfuvJL8eq+GddV8o0Ppf+aBD7lWpT/w1eclWHOIqf78NUpe34SaKuA8oAAAjCQZuAL8B7vXBGGt3OVeevxqbKJw/hyssU1/wS+T+fhztOv6VfRH80yokeX/vPUYYt7QkpemTlDhi/m+J8vfu/PizB+Wf3vwbeH7GTfL5utNXsZFv+Go7jW0f1IrIv/fhrKylOUNLf//4TrtHJDFF/hrmzFMHjCcj//PUopf/y/75ce7/PU2mJ+cZL0X/XC8mvd71I8MpYv9esVeevnEo7K/nr4d2pwdzinwlkzvcGq+gRauO15fhmny7B+BJ/Jpgf/fDNsfwzdz5qPv9wl/+TdSJfmn/J56u5Rh/l9+8LcY7ySXPvm97L6/m3evd7n/wrct31VfJuUd+HOmRzeEDiqvg61BFkzavL1av3D8pw49KZqQf+HpItTUXKHsMVF4Y583WtTiV7mr8N9zPVbW4NfyeGerr7lkX/wt5KKz+w8fLG/8N+Xr5xGGkV5/gnitJ8zK7ZfdfDnU7nP2ocrjXfCurddVVYdkgSZGODfxXVybd5fr8/OPKrDUpOTzaVfgr6qukidbZfX8EO4cFxnOrw1D+m+sdyYL9F+vwTazNnj9+epKzol/4ap6ufc0P4ZrOL77xdzH0e8/Pxg1j4qKL/f2FSVrk75OP5mil9fsFZb3ivyLPl+LzdcY9PBquv8Ed7vMy/3bQqXv1r8N6rXGCXWQzPE5FeFamu4QZLf7EfX4ZaP/Dsv+k+Rjl1Gzd/z1tUR7/56rw3pvXhzzrr+UPBxfL8GF7T6brOrNv+9cTu7vd5fdfEQy6XO7/gu0ajik2+FfnrjosUsWZ9eFvJIN/2OnXAn9t5//DO95SL59l0l9fZ+UNXN7z/wZ+Gub14RfO/98mnXl/6cFnh3LS8bXJk5hfiZ39ILK8/rKvBdKlT3tdwvJO0cq68VJnt7/N3Fcv/uCHN/q8FvVOMNHcy/Wlh6b9c/zVeztD0S14dRKv+CTImvC/BBk/dq1WraqSx/g58M+puvpjk4hfxHLuev92k5Evw9L/dZmJO2u0HdqkCpgq4Ly/+qxX5ZyFL+F8v13rc82T+X6+xXm9s18v3yYYz3yZr8altvp8K82BlaRcXROCJZ6+HrJry57/gwrudu6nmUWr/z++Pvvfv4vapR5bL+CbzbPpwvwzz+vnB5R2cXl+vylyLwa+Hr3ta1LjYwZ7gh+M5UK4CX/L/L+CMlUsV+sr9ZSl/9/wQzf6g7L/XKTy9eI3d86z/NH/fr1C98e7jtLUhm0Pgm/4ItJ3cS/X69flubw7QXhby4/NyOlrZDPYb6U37/hvMvdclq5RxDXzkv1+Gb4bNDIei4H/yeCm96kis59yg18F+3fVa+SNTTXhWoce7c6nosl/8VN++i+DCaXJnXyhOmdcvisvXklov++ez8iE5Zx+X+twXYSjHnJy/78fD7k/qnljflpp3Rf9/8XfStlWwbF/9xd299X4VybDzhvfUz7ZFSwiLfzZtX+rC/UEUPZZmdj8Efd5fgmm66zNsEX9VcKzR5M3U1j43+CD6nHfrF+H/NY9/5v2lCUbgqf37nqGdkj50zGqa8M5Z1WP89P5fv1DkpJzZmGFzEgwziFIfPfz10NZ+DPzR2lx14Jd5fpEttdYZm5PMSQQ4tZtDkPdZs9+XDlyi3y/72Ci7fm4W84frlXhqln2YzUOu5hcr/grr3lY1InUU35as0m/nr4fwx5gsTwRxtZ7H4brf2vJx/me+mDRd0K3mzieS/0tiKkHuFnTn8EWGMnf8OTPnaHZILuGZfD68N1XX4/FLVhr4JMX8PwtVZpG29Rwue5AYYJkDCycv1ff4MNIYp8zC+RYheYXv3BJw+RrFMMCeXSv8l361xPJlK3+GZG3sLOCBcZu/L/25cv5f+sl3d/l6qDQv+9gi3nuL7rw7c0tcc/uXb1npknij4qg5c168FHL9aUUnnr561lCuvBRzYU1kUlYr8Oca9r5BoPRE77+TjffwQ2q8q8fi+q7SpV58c+UvLHX4ap1rPCPh2/4ZpO4rSD+TzCfzlUIe7r8vsQwaeDAiWezt6tGRoFfk8EFVm0vvPvSl/Usfnr4ez00Ex8v/ahnkJuo7p/5f/pffha6nhkb1PeWvrwQ9z9x8EuTON3u/BJGl/hfrr8PXflFF839ww6mH9/YezMeq4zVr9ZWAbdAn8rBVydXNX4I6V/j89vzxSt+C/ze3ad+HdvPHr1G6qXriw0Pd/6+5WCP3gL/Fg74c45OeHOHASeHl95bXh6Hfe+XL77mayB7MDTCz/w5w09rOegh/I/5fv8MEls9SSrpNb9+UrIHjmvmLlvL+14IPN10U/1NMi8ojKOyeX3/DGW+lfb6lXyBci+y9IOIwa+/LnwYXb6S1RkVlP/rw5aXYvh7d3/DdO7S/IPnD5A3vwtHu/mjX0t8PVmpL/e4Itdcq8Ibu1e7a69x3Hf4f5h5911dznswfDTk/feFu5cuM5ZnhvdfCTzrXh7DS43SmVHm+wRh562v1rh3m3L9meFidf7/4I5/6/D5Hf9Vxhfxo8k+zCJ4M/OfBr4cLOvr8eiTPaTl/WrBby5jcrurw1P7JLtFfJcNf89fnWHxaFm8eRf6qwQQ+Pf5cXKmG7hyad4VS0v8O4Q/F+G7te5cl+aKd+rrvfDezJHX36ZfIGfkldr93rRf1rWVLSw7I4/j/DfjNJPFJSD6EP+br0200a805fNr8GE5LIRtNj3S/uZ9fa6gzeCHkjVFNX/Lu+X3/BLClfc7+nl+It3xf+KrfqvwQYz5PVLi9JWgRNs6Xi/rs9Qi557iU8b14MNS55rH49QytrEnutZf/DHZmb6+QJMMeFEqFmvNPjf89YNaV/+FZNlzd8d+ew3iCG+X/WwR+b9+CTdO78EeT5Rfk8zV5LxfkcMav4NC/Xu+47v4jDAxnhnj/Jnav8ENyP5fglkzj7L7ivX89ZBGG/f8O035mKk/X5nTg5fgku/mPwyaJc1DiP/6L/a6PlXnr8NysFhlF/11YfFeeUMe/wR6j52gPSAAACSJBm6AvwHn4cDUV6/HBvsBvz1/OOz381Zd/F0333fgj1humorL+7qGMYaejxH8PzCMMLefnr84hYPz8M8bxr7EUTMbc/4cm/Uy0pC3/w5uJ01/cNygn4c7Sa/g/Yy+v4X4xT3u0i5mTB5weyhQOzx5fX1DHZEQTbF1/wyuf81tP+HOmkoZuI/4NS/+mCjL9N7TZf9cFt538+nlh+CG0/qy/+4MOaUS99fJC/4V8kQR/+fdh7jLzMEuX/1Ce3fFeX6/Ez+nCLZr0y+bP/4Z4b9K+HIcdiNge711g/c3U35f18FPieZPm67Mv/2CORvzsvvrwa+C3J935j8NaV18MVzzDfw3WS6+eq+X/WgxP97ji5hbozJf+Sby7a3wvJ/x6tj8PrcWlF57AiuR/0/cVluli9eG+fU3fuHeXpb0rCX1368Ekua1+CLy5F+eoE37Pf/waPrBHq/X4Lrjtzz/g/fV/hfbVaSVVcXlUyjkfPmX0/oE/nrxTMK/BDXJuZXntrJP/hvc/1rJT/q35c13+Ft3wys3r7nCTpYv58MXjqmrIa6y4e+/rwVyf7uulOL6y04j4NfC3j1XhayXhMuYR/z1Rme9V/8L5I/Ja+UPGUHmwKy//d+rsv+uW+8v7+CGXv4UX+i/8/Cupxf/q35Ln3N4Lr3zx2Qa+COVh/CQv9ypAr8bqTfm7n/C/BJfeEPiufY5l/4fmvNr3vitV86KSdeE6kbrr8NSP8HzODSHn3L+vjeTX4lg777WJP1mtP+eodk88P/wxVfJtz5U44WLQv8EU68jV+rzU6nbL/6/hvemvpQS/r+DXza1Xhve135lMJnnvl9fwzfeqOT/199YIu6Vvw1sjINfOJYchrviIfovy7P/girVLsv9rhfuXF1VfD9+dXRfX8MyYrdifTrZfcoR+Sq/3NXcnulcbbPgpz/rLvP5frL82lcGvl3uvC89/jSrG4Jf/rqvDdaVZcnnaCya8Povq/isrHd783m8v7fhrk5sfncbP+CvJuqzzL/2fj6rrn8i/89XKrMh/+a768GGfMn6kD+PvfrwSYc+LrMlBr4MMJ9Ssmf/cAk96/68tE1SXr34Jd3cw+anb8MZcvzdc9r/wR5KxzijgnghrkzX4Xy/UXkzGYS+11D7/iJYflz5dW/yT4+y/34cqvLH/f/ib5en2wbl/08XP5/rUvhnilYUJX+e0Z9689fbaZt/Dki/bIeDn6k0dM4u2fwxJJ9pdfkDYwNbp/DGfzY1PwTw/KL8OpDV5oa03yeGd3qszjC6aczvhu8h+pxwOXYyv4NfCfKxWaP57ANSWXO/y/+qvl9Pugt1FMnQyWP8G2E7vs6GGJ8d+uFeG8uamWUx79F/XzXn38Jz/3T13hqT+4j+f+i/v/4a3qsgoXZ9F/9Q5bJms2W/Bt4XjtNvpyrusIn9X/5tkNe14WljzUwo0X8Nlv5+G/GYVv+Pobwp8XVPO6XK8kzraa8XPn5dRf9evBH5O34f2n6k/LcUs5Bc8xoc2G6J4589f4JvjThP1DG29ZM9uUdi/5peZ2lq4KJtjFNcvKn4I5/f+EGnltr/C+tSsfDHyzIt/BNXLu9zpl/9w5l/qQuQpMQ/+aqWi/657EkCvlE/l/9VKKvBf5qUO8v0yvdNeCPabVvwxTfqbujipYcllGHA7x7b+FdK80NRkmfJv/8+CRCNSYL/z1fXP0X1vw95stzeX+c/GrifL9/hqybtrhzmf/kk8eDX3NtfwvDXK/pur2jjv/WNRfX1BDGIriPwrxGeXL7/BFXPvwi/+oIe79vfBZd+NL/L+ov/qH+Xu773s/j3WJ/BDJZ96rwQ1Xy/WL8Nd21wxQ/ByX/3BFVX5ZfpfH3LLFWvz/4e3C+rvWx1wkeRDIDCnZ3hLx/7l/3sMcuDawmVRfGxu29bSRU/4IuN9xV4I9pvFl/3wR6dXZf18GGr5rvl/hxt/w31GvKsZmv783Sf4JO75fgnqkne9x8Ru7nZ3rvBdkfKyGrS9ey+uk0Cq6RfeP08+aRA183VkvDnd2BU259DSTH/hbmxVn75TpnXykf+CXbeXfy/ee+68EfmxgvEa3Jm68Lahr3nnXD2XOOX8v19L1eE678bq+CHh33h+CK0vmL8JU3obvg1L9fhDcV+XVzT9wruRnd3t1NryhBMa+CfUqLVl9+GuX8PhB21sfXh3ybPvu6pGKzf69xpbaZcHvMZQj3Fcd41Wv7RmZIwVfzisgh++vBBV7L2Y6XVl/rw7J/yYWKqTh/ECX39s+GqXrfV68PlzZRUntS2uPklgO/4mOtfn26yeX6/D1RPrN7z+V5xS1baKJ/L7/QML7lUVdaYK7blSA6O5Lw1kK21w60Zj4YXOIO4NPC/ly3djCbypr4p/w9y/Cytj6yk6t0OrffgQf7rUL6lKKX9/CvOCZu+8b8+FH0eGhH7lK9QUQi1E+4xT78biH5/92UP42lqwSnTlSLQN3Mfw3t7qcuCPatnOynV82BH4ZrJKyQPnzP3cN4cwT5SXw53aZKnwjbny+vuDDmtN6yPemmz5/7y6GmT+evhq5t9vC/8GHn8yc3imD5Q8XXxGL7wzmE/jbTVdS9UOJye2La+YXdwT2X93NDZMQ5Xj3dsbSf4ZKHW13bzWzoY1P9+HbT2nfyrPHQ5bPhMGEHCmsUx4NV9gkEQq0vzWX1ush8Ry16j97RnZ1r8NV1W8Y7/jtVvNryPr8Ek7TaaShSrPw5JnUmsN2F8vv+rj4q+Ytnp+G6T6+M9r+/hmWD85Sbnp6L+/jvLmGXu5ofUGF7fJlVC//8E0u343jr8urf57n8XrwxTzw4xOdPczg1Rf85YgNzfxTD6WqxN+V7waeHroe6W9k2qacPaCEh8v7wuvBCR5HZZf3vBHzdXfhreWSp3WGpcPrwS5t62E36/DMq76mqyf8v67lvt/PZxtaL/hvyy1h13R7eD//CXSJKOrleetmZybS9+HseXM7uVIVN218d7oyHL7wzrHFy+Ucosefzba/h7L7Tyfc3rdzM89gSNansHPnr7M66f8EUsV2D8Ldp0j5r75NvfBCSIaYoa/CRcxZSkWteSm+vDu94W0sBD7q0+vlLuLTC78EU8SEyt9QHlAAAAIXkGbwC/Ae/hsNG9VYEIYbpn689STjaX/8L8J8h5J35PFh6LcOF68L8+lsls+vDKk/+DDl0c8rk/3emNI/Xhjy0k8vb7xsOLi3y3e5PBRrGpUjX36rwScr/fnr48N/pg2L/9utSyl/uTBbj3eRedvfhm3Z1UpTK5hP14nKv6N/hrlvFhq5gO5Ng7/wzvK1b5Hlfh8SGfF+Zd9/k7sn4i87Kcuvov/Vvyv+au/1y/NF/89Zah9sTU/Br58H5RuG+z+CKbr5q8m9/hrK9dTHliZ4zLcf/z1emYpDccg7G5tF/1wt5M4j1XzNvBH9eG+bTwUM9uFv/3rWX39w1VIua/NzBd55F839WvwzTflc9//NuY8/Pgk3OXlr98/g18NXXXh+SPDU5TQ8/d915b0vwlVcvfXnsfD8km8HV5s1tX8175f98ENV2Pwl1T5b+F4zV/J8WYyZI1b/gol7fm24l/v1aDfwxnj3nzc/cxdwPK/f8PX2uFn1rdfMlP5ifwnrXm+/LPn+CSTS57Zf+8ty+/wv5vu6kD4bixEL+usNTbTdn5573y0Hr73HF+XHhUb4TX8v9XgqJN5dZ8Lkb785VnC5jLw79+oJb6vTTbL67eGvFa3P//gmKGuj44g+8GfmJHJM/DPLy4vkVyzy/X4Z83YeN9yq89qIrEgl68N3yepj8kepNRf/cGF73tH8Eq8geMFf+CO6Xf8XW65opfBNn/m5s+/C2a37u7mHXF/l/9X5Ml9689MLUtQytv/gtqsqXPuEfmlz/DXd18af/mT+HO2sXhNuf8EPJo/zPwT6zxWeKDUv++FvP3Xr5cPzlMMmEp6fm8YKz5b4/178F8u9X1+Gu468/CWJ9/+F834lzKXBNsxbv/hmT0z9VcZXkBv/E3vPeRCvDmWWq5d/56h1aOmUa+X/Xe9V4brrr+0Xrz1vidL3CTtLr3C0X3ifGfRdD6/X59+X7/e9waeTm4e8TwzXVTBtstf/nqPduLv/wSTHUfB+EfJl37tfC3VNKM9a4aXP/J4KMv4d95h8LbjXvi1aW5KHKL14cn80XXyrHf/BFq/X4IapIuYrw5yj7qGOp06i6IiJCnufDGL7WUsrZxmXfg0XX+GZ9VkMLl84uVYovvxNb33+XWtbqFtY8rvzywxs9RXnMp8v/0TJnL694WoPdaxWVvhoKEvZf/BJWVfhJ4X82yTy34eiM0C+8nkl88sv9Xl5d/PX9SUzrsmDn1cS+r+GvJJfL9L5aRN5f68PbrNIbpaybPX8MxIb82lf4Ls8JZZP3V4f5pXe3h6dDQUuH+aZc6/8GF5fppVH6//1rglm2t3d8b8EfV9fn4fiIwzB8HXhy0+s4+c88r789fycwKl9VcsM3fl94VJOHvz1+Na8nnxVmVr/1Y/FT5tzMa8NS5tr8xuEXnz4RlLrmKGppja7+CTNPgg48OWjU3BRaRSEC4W+XwzeX1GBdsCuHL4vL4btNlZ2GHuz/+CSWRs8KW+CSW/ll/+wv3SjSu/r9tTBVwX+F40ROLd6/JJWqPhXd/L2+lYLBudANPDmf6/wlqDWX+vBFl+wl/rwvlXCyhb/qxhuyWT/4JozvnIG5InF+EvPB7/hW7wrSrX3IGiV66wS2W9S7MpfDsP+/da7t8dCawUxln8fP+eetay/bdOFbnn6bkecvNQwOleCXIz9y/6VHwePhob/83d5fP1ySEt0X+/XYfE72PPn4bk/y+zQX5cGnmy/l/9Q5eXOwGj0guYjYn/yc0sv6+Huk8dXyolmXyhYdpXC++Ft5IZPX1osPDDbc/gimp+/BfepoPu4/jW/l5O69cP1irya0k9cMa1z5KtQy9PMwdlev1i17YYjXuZ+5sdipQ13PhxFCcl+CPlZV34JLt7Mvr1ieTuyL85f+8EeruAKg09XPz1ZIFryiP/xfmYuT/w5nzl+tplef11r68/UqJb+/E93me3/Pg5tG++vUFPaV7XDL/9+C/zxOv9fkTIvHL734ZxuU+vDEf/QJs313r8NRzL/W1H16LfTjfa/PX3I6QGS/r4Z3d2+ELxn39QZl/+UEnDsm6F/L/1hjDP78neLjXNoPo9NFZuHV4JdVmpr1eC+pju9qsxUNpPmFv+CSr8FeTy3fuCLEPauwl/3y6bG8v79ZfL/PXz6P6evsEla4tf/gn89U6/L8F9o/9JVDiam73LMo9g6L/3n5oYszyw/4u+rtFdy/62Cm986/j3spX4czQ8qrMFJ/JteodLxlVXpkj3b8kh3v4LCObfm+bMX4IttPgo39AuqtLcJL5B+Km6qGPJ9/QfJ5/aGpJ03i/SDcvH/DhS74PD/KjogjTrKvUN7lzzfOFcdRflmylAgl+voO4jNm/Zq+9gMk95/wCGrj/wxSlP9RzN3+mYHLj6X/XDsrHy3yVXyqWzFv789faLyV0vUEpC98ktOCDTz6x4lXR/5y9wzY5Q9F6L+T4L931NevsWNqR94MPL1U34w4NxKfEI18fu+GdHmrrwv3bm+vmqcVpvwSeOpUX4cvnZUxtIv+HF179l+vwtqd4fv2c1+Hr+P/m2n/PXMXL/+COf9x8EGtb03zElZlRQ9kOOhrc7Y/BB3d8d0VcP8uzLfBMXDL3wjxC4IM/DRDrbvhI5FWw9eC+tb5+vj4/PJvxEyd493P4Zkzq2XThGO8k61wvFbcNlM5G1ji3s+Tw9tVaa9VVcdk+X/vBXTfwyzrrWVl/fxV8+eS/j6742vevwWZf8j+a9V4cpnzVbjYk/a+h8m8x3fGKcHHiZE31JmYvpfhkjePr1TPvDMvPm8Klm+EeS9vaHc3vO6f37hqXJefxpE3kc5eGkX0z8EPd3K8NS5esP8P4DygAACSlBm+AvwHp5w0qEHYk62v/WL9+Xy++uW9z/5uoyvy7Va/BHydy2/UK8jWFiuvvOu/wT9EpvF9vfBF1Swk8uqy+COsu2/Ld8Gngi82RgvBBdpoMxvGWj8knEE2k9ckZtHRG+E+yF9JeEuq07v+GZ/PUlJVP/gly/PySfwy/r2CrSL721PuCfpFlqL/vhifF26fVs3x4amBFh/+CnPTLuRJWrfqVL8NQwK02NXhZyLEh/z1+d8PyVfBBvdO7nxev6+pE2CX8/U2sKd/g389fIDRkul5fv9dV5N7VdYcvPlz4YuT9+GbW7CGLcNu379MN5c8P5XmP/wWxzvmzssv/ev3565OvrwzcpN9fRc/+GPNlJcFObfDcW6+etIqtxD+X+7oI33GKe3ezl9/xu5OTPWWd1671XyrSK0waLrsvr+esIvC3/L/3hLe0P47f4Znl6kCZqm3+X9/PXz9IbErfhy+6+rdfgkpGJNeq8O+XG8SvevyhEOd08R+GseRDBrX59mTl/9R117Vy/482/PWkNF1nKw3x13LwzDORQy/CctBH9fbnM/+HOF1fLOvG5r/hrWq/H8MWyBT4mu9ywwbl/9zb3XhjmxcNVNwdOVZ/+Hb782PSzDDHGq/81p/56kg2QTaGp0w+uieHZfv7PU6HhqWY/Wev1MWD9i0t8GGXy9X1M+W3VXIew2X+6wttzMVWfFo1KpGmn9eFyDFPzbyy+H/wXl3tO/h/TD3TYVXhruRy+YPGEiRwaebyVvXvyYuv4Zua3Y+qggXk1/h7DQeX9abq/wSZcfc/DGp95HzL+Hw7ZZhnvvBhuL8b821/8cX5M3fXgul8vy/YJ74avNtRnvhlLytHtL4Qybmkl7v8M7b1/D62ZhGZfvrCub0p/r6CXi/fWKmn58qvDdMLuLEEph+X/+Xd3+f3xgqtheDPzbUm/PX3O/+GtyylSLtDZ00Z+9cN1rdlGTvr/6uF4ZqupWc2+/LfdeCXJeTX8sv6Xjrru/n8nYcz5rOIhD5m+L/hW+Pqb9eCYXItp+/CeRfSvBr4W3vl9SjsMpZ/7f0CDzXKtflzrqYt/L9d4JOkl2X+nyXdXl/Xw1lvX5UUk165UX6/Dmb/2YTiLH33gt7tXTxfggtmL4JNc/ki6mCbTnFiFTFThf+GprJ31+MO214MJ30vNa2H/v/w3VfqhHP/5f9cENN+X5Zzi4NvC1RxfPmcdZKO9+b1l+Xq0Tw1vdTWav8vr3gg0jZMT+l9OpVD8g/Nsv+uGZ+vU47mvhz74V1Ovmq/h8qI5Zo9P35v8EnjsqvwQ9V6DbzHyJW14ZJzfpC5lIcudCMHCVIFp+evlP2/8Kyakhz+3qNv0i+U2MM+GtxBZHrw1btVnsqWs5nJ14eni6t6R/nl2PhvvvTl/3xvLhdHNsb720l1KjG0ZMT2x/w10yEoJvrBh/iz3Hw+w/gszGkFXWak34vwz4ak4OUh2wcTbX/je5cfefY905zUt7rMsOJ4cXcfxs0jW9Yey35STcji/cBm/+gbV4d1HsgGOPL/tYYvrzdcw7PZo6e4xgXv7DUuXscq6hhJxuHXgw2obtTh304QzDCsTcHiaSuH9zXhmXhC9Br/3yC4R9vwwOy36+kV4NvKbkxv7DmHsslxjdEOPr14Zu8xROPqzm1ebJ9F/3w1eh68I+efL+tYV1S+7wCSv9ZoyvXvNv8M+OUWmHb0/14It2jmsbL/vnwclvOWKlXEfz5Tj5B5oP/4OPBRXN8mSp+Grdu6Or237L7/hnqp0+1VOfRf/oM6dcv4cYp/Jhv73rYLvni3jCRh+CXhnL93fWtcO7rpTEXX75fOL5f68EOfOYS/14Kc26y6898Wtd3jfv4m95qv/DfVNcixv+/cFmSe+qmjufhuCT6SzF/mZOH50vwaeL5vMRf+CbzSjtPll+/UbggfS0unt7rH8OPKM0+ZhQ/Fh/w1vfD7JZrfis/9Df4IryL2Ev/dBq0nV3zHg9DILX/DO71/w1gVf4XyRyZd+ksNPv9eE+VYjYV6ZRf39XSeCC8nja/tvX7IMs21/CvJ4jn8DTf8Gnnrx25/wS9U7vy/Dnmtz8sSApqv4Yu/zGR6mHZi39+DC96k9JTq8tf+DCq1Ev+pnvxu76/D2W45S+s31CXFjvm4R/+S7/w3Tb1KFs2/euGdy3VF8vTYX4I+f2/JLrJ2l4qbTpeMr14Zu+qw1OjG4mPHi++ev6dahdK+ex/p20td8vlXBqX/vE+fpb14aq+KcSwwl0TZ/8+vzrHr/C1o245l9fKthC3ove7VeFuGXvzUX7BFxs/nr4ZXpOT68N+bCvOTsjKZ/Xi97nzml8tlWL/BDmpuJf/rL/fnq1Gzr/+Ssn/BTpOfH3atqxBp4IsP5zy/Bhjon1TX4wJHfwlvVFf8F+Oe8meXzD4/Lb/hiSXeN+zjB5/OnyiI/7+fh9ceFl0656hlal638vnrkqMFX/3kz+GpWx6rlh63dTc9F/9w5jHurpQh8W/L6/gmx1fK8c/BX5skzVZPKi/9ZSH/+HCt76ylyBW/rq18AZ+aXy8+l8M5IrqcSGyP/l+n/8E/kYl2l34ULVXHvbcxl9osd1+vwRkPJP78OX3gplnOLcMpXCX/7DBJsjC6z0lV4Y95Afk3/BEXbIxNL4KO7uuz8vDOff5Y2g+Dgv1+Jrvl9+CKtLlrvCsOR5pZGtZvUMpYrH88CsaL/frLXWGbvqPa//8EvaL5vL8Oc0C9SG56hNd2f8N8Mj24+iYQX9/C3n6d6+OjQ3z/J1UG/ZDJtfzH5JFL9/QJt3kl3fgk2jNWUML8JR9f+XJff8RPJd6f4btrrh+0V+vc29F/L8Zqvz7dT3N+X/3BhfmcdV+D6CPhnHvnsPUOy0DQl/Vj8NVvWeslfXgwqMM/zMK+aHg48FHLl9cPwQ8eWXHwW5rxjH8vwS707vi/CuSe97Hw1Kl5Rb58v6gxma8EvNk0vF+HN5119JKVleF7nj1bVfbKEVZaL/vl5aNS/v4J96U8Nq8VrXIvv7DVuIrH2CJ7r/qSDTwS6rXNBwy/V+CGqlpsX5Obqn6k7vL7f4ISRR7Uu9l5OvBPnZfdrbL7pqry+/wYZ01z5++YfZTrPxGTPm2A84AAACAtBmgAvwHn4oNcVz5rzTYnk8Vxn17kZ/gn47P+bjkjheF+bDyCZusGL5Zth5vn611yvydyNb1w3Wb1KZhxJ3/8M9tVmB5q1Bu37XMX0X/6BH5Iay+/75l4NfBJ5tc/BNjPbNfeavBJ3Lmr6BTum5Or937Mv/0HImx5vw0upvf6BXFfhgU1Pcr7ufj51iYivd3f+CjyWybmlH5a5MXmu/9+T/C9a+S2OR8sfl+/s2lf4Z7a984Mmsjwbv1PVkOEbL9L3BVLhY959m/X4IfDOjw+GOfvbevy7Iv8Nyfr4XjX/56k0qH9eI3XzqF5rT5PDPNtTlyBWWx0sWLf58UPtn/5f99dX59yiP/wa+Te682fN+be/wxd8v6+UZOfOh/hfTnS7RernZX/4c46vrJ0v/hmnr06crJ5/89fyA8N3NfNfdeGdGfc4ozNy/f/l7Qy9Pl1Uu/LLjv+J1sfLIG69QQc2at5XUpqUuZ+apKV+Eef7u/DdD+riX7e6BNufPh7KgsvvrYMObFSLz/cm3PX/jukmT+qf3F+evzFWnPfi666tLw7w76MvN8617vk8b/8v1+E+j9d3Ff8Nd3XzgwjppfDJJvXL4QMifrwyUu9y1Rnvwa+evw3nqze5uqfw5vfUN82lCIt78RW77bXw5L3vl4fe9eGPL2ct68N7D156nWw0k9+vBHd3+ov/qDDKPt6xf13hJp7/l/6sOSL8zxBRzllE/356+ljM7L6v4fl9/Pj9ptxt226WJ5/hmmFkyJG1MG1Ivsx17sNA28P1Xly9E2bJz4fl1bw2/xVPfdv5OTyeGofjRalFzv4R8ZpgZVrgrrphfV+r+y/+4Tz4106fw5yxVfHiNwV/wx0NTb7PlDTjQXv4W6bz7Xvw9az/CW2+zTf64a9w5Un1Mgwmcrcwpw2k4g28FNTb9Xmbc4vwRwu4/FXlvqvPlpR5l8vk95Ye92dkj9wQXdDk/w0cPFR40e2zyGxkq+CXjzJ2vpSrLL9+4Vvfl9fw1Lk689fDK1EFmDt+mI3vy+X19QQ33gy/94bKEmNfXD7MjwgrUYM/ISt/hmWJP+gE3u3/G3/+i/u5J/XpJei/9OC7JDP/qi/62CDW9XvqtU+2/yF9f78Em7WD8KzYve0px8b0S/+Gqbr1+SA8Cj35rIj+X/re7R8BqX673e1J4rkq97rwvdL5JLDPXsMw/9f913L4ctVSX281CLfBFiXE71BwX9fBF1J+/E4ccweX53v2g1vVeHpoc9kNkT4pmX9/ov+6m3arwX+aGfa0zKVZF/4Ib7kFXhqGPfWH/v/wzfbb9ZhYh74L4r+r2+WZ8/wX7Vat1+eIevyaKLwR9zSi/E82axhkDXs3Haa8EWX7ZfdVwTSeqyevUX/fDnn9fbU1uCfwUXfyTkZyk8N7q6hq/p7gl/4a2pMWGImjfvzQ9dr1+HNUq5LJnp+4X4v1Jkvy6Uk4yvWD8MXbykpIJrkqEC8ac8TcGhf5fC+2+LhpTK3H8O5il++sM5Mf8TBs7phdzg1s+X/qw53dfhuXXcuvBDSnxuL8Ncz8IqOif/+GN7WeFWhZSu2BFcHFzP8EtuVxwuO4/X4bi96/l06JeXedQQv0/h7xe73fw/gg+YjJ4Xzfku6w3bjdSlb+G5BVjvh4ZnC/+rNfSMyDPznf9LLVWC/z8PtDrLJ/gmy51U0YLeuFqmp8uNPpx0pf9eC/LDV9S6SP5NQUSZ6zf6/DN58wVnv/4bqu75tMGGirfCOa7u/qW15tt8v/Vgw5b7GXrmVHpjX//fP4NC//YJJWd2C8OZK3UxyGlu7/4uFGr77VepLv/FX2ovrwQT/s18ndZZln4eSGsHX5KS/zeIWPhvxrzaZ7/vrPUomH7iLd9ebul8EWGPE3d+Jzq+8v3+CHVV3Ev/uuX4Id7+Qa+ENJ/Nw97N9Er+tfipM+XdeCOlfL97G+X+qlGVpYb+7z++bPhnFevyJTr68Myv6/h+b9wa+HeK8+Z81X279OH/giz54fmj1P39l5m15Jw6+vBF3HXBhXhzySXw1FpIa0GFwRBr5/UzuOn+l7k3d/h7zfU3IF5189nDUrl5O7/G6zpp85c9XqUSPOj/4ICqeXe5/u2E3HznjfTZP85F5pF8oOKiWlr8GFrGpxSin0YdXt//Pd+W5xqX/WjeJ/4IySdZKJhl/7xZZoyRob/hinfcP5Nx6KzGoP4Iar5X56hqJ7278G69QUT/pDS8wvwYZs3vXHyOf+L8vN15PF+O025+S3SrwR8dp9XgrySTtm/JvB+DDk9ak3D+SwTf9pf91C23aqCk41tIljv8gM6Q3P4nl92v4cyZ94Qtz71zZW6L9KuGSZrr49I2+DUv/VhEt0z476WXMv3tNgkkzxqL/rnqa41LzbLp5y/XeCuGqH5fd984+fGHzaZefhyPVcqVPD2Gv+erMMTqOs4bGh/9eI2Up1LmeRa466XJHn1r+Fpu6z0tvVg0VGPzf/4ZvPtsgXHu/+HMZ7wfqEj8o4pkvVz8LUpNmPvxdTV/2ygQ9ur/gz8NEk+z8b3mvwzz+vyf/w1Un1DK02Bf/90t/kz3b+F5K31evhrO+I6xH7guzr+cksX4b6muLw5wTksOLN+Gr7q1y//zX1+Sk3rzd3XnwTFyBWaJS8UPWrrBJzV9Xhekr83VfkfKwDXyy714X5JzfqYIkHZ9873wSkhRsetPSNecqmYQziX/34hoTwrjK6m56u8JSxL4/4IfJIhQHpAAAJ3EGaIC/Ae/nDUX8E2yOt+evwJf68PeYS0X/rBBx2Njz/ETb9mCsIHjnOVN2CXw5ySwWZUG/1rhnpiXr4b+aJf4JuPou5O75298Mcn2lZLxzX15r0VeCTdNqD89xxmx/w3LJdSk64j8NxHLgcDXwSYe6PhRf/sO535/MW58P7OPc0N/L9P4Ie7y/c0/82Ta/C2bxyrRu+XSJphMZQHRPN/PrGLh09sFM778K9yr5Y1MHmjMkffgjq0vX56w7F+jH6L15pn/700JN+C/cjfkxvtNEHWB8Gvgm7uM9+X4JOIYWrwl1Xk5Fv6+wjcuXwx7nzl/7/w1SvWY+dGzfXrr8F9ZffVfwxLBfP4b5mKz+Ud+X9fBDRPe1eevu2ibXmyy6+gzz+v4Ytrg18VtTctG5y+v+tcGFPut6zVkf68RXDfCNMvfQL8eXNN3y+Ohlc3MGX61XhuahM195akMTXX2Edb6ru/w1dvVVvH/2jnw34+zy/XN9DJ4sDr1y/NPS+t8O+XLRYfK2Lw1Svrw12TuPmRmLMU11hnd6lGSJ1/5ZP0uv8M7VV4/7/hy+8H+GZLP8NTL6r+H0S7sv6fYaJWLitJXsdL68Klyshnlbs99kmZLD+93g2X2a4SsdbT+gvlf8tF/OrGhHXh/jvuqdTypkdr8uzDXwvvL16xZBUo6+f/gkvLDqvBNTrMv+17hze7RsSqCn/wRV0nHwTWmt1+/DO6189zRf4JfN8ntZf/Va/BHPjh2teUG3k6b/BP1DfT5h47ma+xttappvjH7u9VVXOJ/y/9WfmwdpyCP5f+sEl9LVe/J73wRarb8Jw7snb7NV5+3yF0MqWp+HKvdds+/8EPcb6L8EXiXxz9ZZff8ENRH1c/CuVxHOvu6/k8mA1L/3lk6Zn/wvPGemlU4hHWgoMeb/56tHEmb/7DPPFcPxpqUU35pcv+Xu8vr6guxL4l+m5E/DWdJawyJn2tIb/c+X7+zZu6qnwv3baNL7Huf/4L9XrbUoqvLXmuXyVy/94JtaVK+vwTzGtvdLKvc14d/fJxevJ5uDXwQ6jSs3DWuEM+LvvuXF4bpv180pA/+CW3q0+z8RvetfgnzS+b9+GNOTn//R9F4+CR5eUf16y+/077/DlVhJkRedM3+X9/LTx/gkrS6/d9V4jmzJv8Efc/ypfcG5f/UEnOowfnr8YVPvXXvwW9jeanr8GGHOH5sUi5JsX9+XDfrv8nhvhL/3huXj/O/Sp2Q7p/yZr/i583VcvqwBv4IcrHF+I58EvzNvy3xWl6grqvV8vvhfgnmO3rSxfvV/wlzRyZf5Jb/z1TPNa/+HMmvrlgWPy/v5M/iv67iX/vDPitfICcc4Gxf+sMVNnu1r/D8g3zW75f/c9f45m/Due9vXVVJpRcz/+oQyZ6mzNH3Pi+QH42+/uq6L/9Aiit9pX6gm7m+7eH4Yzx73XhF55/+LyZ03/BJVPwg28mLw910vtfhbe3ku9ozV3+X/3ET1JhwbyNv8myWvetV5/ZlgzZ5+i/X4Zu/UoMHw1av+F9azKPvUz03KHmiNe42u+HWc59d9dxcelAIp1PCPCyZE6K3hoxXnzUzpyhb+pJM68msmS/f4buo/vV1OXyMQ+7fXeCDdYwv3GV6/KxM+vlKbn8GfgiPE/NLL8EM0Fit+CKb/vwv3d9e+V0goEzdV9gp1S7S55dv1YfFcrbZqfwzrM3CYGmF3/fhzqphfw7cq73wR457xZf9cN581mFzU51jRyeXufPmmrm/ybyt+Uib4NfOdYbzJvv/h3jNPOpMNbrX7whw/n/h2ShP5ZJ7dupxudA1/xu28PSKiZd268t3Cn5yjqnjfFvglw9k3745fkq7Cu3K2s2MpuRkpsD8LaDBl8Yca8F+56U8nr5ahxJl73w3hoVm1/qX/DEv3IGS/r5A+HbmKJpn4Y5qVjnZRVMEgwv+3/4W3TG8md2ljW02GZbDPKeFpf16BB5ryxVy2mfdZsHiwb1Ak+9/y/6ljcZWiHt2vxmP95nmiMsoM5oMbtaWOF9LhcbUfwRcuEx34frnyRO29toEH//Lr8PScAS6E9YhaF1Z18MZl+Xnm8+rdLLxkXZ7y/8LyZu51qWbDKLC7xqHKRrl/dcFkv+S30mvDL/1gj8N+8/DeeL7UM7yO6IybA/8O3vLDLNz4u357TcGINHgh56wh9q//hzPAKVSXNGFYKSj4BA6o6x4rOjHhU/CukaVyxfb/CVp+/Zenp43x+Gd/3LBK/tZpz84+bh2Kl0aHRrYta4ILjvjaSNh20GcMZ8gZW4atDJf+Huf7nxAfhLqtJvqyDcWycJqHsIuNauC8/z8rA3S8mhv11/4evZcxRdppQ5lVIbmaiL5Qf+GeVra/KeUCV+eas8+fBBzGnz/aTsUbweZf/+FarHWjrdVv/3WG8/0X/0gQXkWu7ucsS3X4iJysLx06/e9O7/DGQ++OdxXCZjvaEuvPct/wQZmp+f0SEv3MMnCxvn7c/GiuqEh8NclRvnBxsu+b/Xgjy08INPC+47T5nvBnE4YGH/v0wrxqEe71IJgenedvfZh010UInW49ZryoKz5+obMtCWBcN9r/+vCu7eV5iyTXNupEizobQieHfgixvH04/De5Smvw9uxZBqbCDdn1xj4/k11Uubv/BXPnfW45T6vDuaNOR6txXWvsbkP/PfOgLfGDvMvq/gvNu82D3SVZtD0PsEWn09x7AvL/W4XLu2T91awxdP6955SSl9/wU73Rb585UX/dQ/mYOS+XGuX5fL0fL603YIJcV+ka8kuH8cX9Hr59rBr4Vnz5IV48vifPWsNW0/4nzfIUS+ev0MknRfgo7okSx3HZf3VQV3qOTnJVeN92X4I4Y9/cfeX/xu2/TaoGNNV97sidymTx+DTwSEisN+a9wvBeXG+1T1xIjqPJ4Le58m/hr6DHkaobJHHKosP2biEar0wW6mzjk3Bl9//yXntfhOWWe7rzeb/DW/NTCUIuMY15JmuQUl/fwSz3OT9n4rL0vl/11+rPw5MikQKsa7/L+/QJM+Jeb8NlyfFDmCGrSPwZ+QiGp9eGb3r5AeGO363xFa3n/4eyZ3Te2eurWPlr964avZtRv5rkCyfbu+4h/wvP/qqjZWbXkd8v/ufhO+5xjX/Dc+qTIl94+W/8F/n0Me+vmPJwj4fvkX6/P75amz+CbJu73wrwXWCzYnvX4JLvLM7fhu5PXuTUhxLF/XrhBr4Z59XL4akrcGu/PqUJ28MJyvr3T3l/pXJtNNS/f4Iqza34p74ZJFHPaQPK30H35Su+vDV3tL50yv/h3U8vJsmfMZEUl/8l9onl/svBfu+P+6pk7nzpjs9jWGdP3DUXT19EEXFv+A8oAAAexQZpAL8B6eGw0fnF9eHGff+W7fL+9Fgi4cj+/Ddak61LP9eG/DdM1tk/9fYJOoN6sZf+sEd8Zcr8Vw3Gm87oOj/Bh4EPNDIv9fRlWZpYtl9WTeCPRV7L/3wbeev8OJZBF7hyfNV96S/D/TFeaL6Itr5Vi1aH9eCKNr9jL/6gw3vhke1nRxm78v/pmz5rwvz34xymCRtV8vfrrL/1dF/69/QcuO06qVrL/4I9lx+X4ZmovqMPrdfwa+CK1X34Xy/fbX+HrcS/34Itbxa/CEtO65hWOVf4clye3zZQYWbgt693zD78Jef5s/BHm3Yy/iNZ6nLYdpT/uW+/BDfRQZfXfNZPf6637hqPr6u8CH2Jf8Nbpuw/pq8Gvm7lS/E8/nTsevz1Jb/t+4YqTC71rrHfnFf/gizc0vMV77ZP8EeTNq8Fu1SvaykL/9PjjW0X5L89fyj4yZ/BhyL5tpq/Dh2Lv/L9fl7n0Gvh7xPOa4cUOpPU+KSruevCUnf3cngo1m8+bfhvqTr4bhnXmsniubXhN2b/BNfe7WvxV5F8mfwYcMemXGvMFkH2jCU0zR+CLJK3h+CklXblX3ek4+cq57b+Dbz1jqVr+9aNu9+alkX+6ZrTut8VJnvdF9a2wxyZ1a75imcPDYNH4c6RcWSk5//zalbPwUy56dOlWCvDM4dnOJKPEfP/hDebJMzVvXm5/+C++XbVV473rwTdy4nfX4VlKO7R+15T4ZH/XVwa+HJa6q3RGz35L3et8RdxXnxUjy8/LDPR//Dck+q+76Y+ZbRQxr5qVr1BfWvl/kN8Lbv/1aTxe1PJ3/wzpXX4bk3eYr8t7/ghk3SyovyflKsN7dg28NEc+a/G0GNeCfMgazQ8X4I7S1b8K3f21cvhmHgn/CXKPFo9OvNITJ/4JNDqYWX7/BRuub+H4W3NmzeuH2y/vycuX4JvMuvM6KDXw5y91js1ar/4VqHvZzDzwjt+GeN9F/3UuoZGVnL+vr1+Hsm95UUkcWj4d772X/rJfT+GMjHlyv1kin9gwm/5+XqiOm3Tq5BIHXu+S14ryLz4v8ufMvgw00x3y1Tw/GEenviWkl+CjVb39B15vH9Pgh89yn8T3bfNpfDl91kqZsX/CV3nbTp/DN8dfw2tzrwURqR1O73jldHr6zwgz6NHaXn8v/uGOQhbPjf1nRoSr/k8EXd4P3onf5vLFeCvu95ca5MZXm8Vov/bhy2X8VvHZr76xPCr1vu+X17UX5vc/0/c2betVfK2i/+4YvayjcvX7wRvS1eg3BRfb5ZfTra8jSx4wZ+CSEfPFePY/C0y/w6h7y/qrUv9eF+FGrQqZv2swfmz/hrG6dfA1rWf+erQ2QWfD/P/hufPK4Lksieiio7/w3S3y+WV2/hzuO5a+dZXpGBT4c7u0htXHZfpauCjF4uTPKofJvVe+mX/L03raz18tUpAZ8MzY+vx+ab0X+/CF39VvLL4I6ST/s/PWHxc4f1//uDPwSb3g1rhXZjtxc+jLSZ+KvTD07fS+w/vTubfhmkRhMIMN0p/w32ev+Gr8Lhb75b/Pl+cHqY8V4+CWbm3fLS9l9P8NS98tfgIXuvWaLfl/rxGTdV5f11F7p5M/hK9q3n35PGaE8M+TFSmww//yeK/jpCO3PLE/fXl1rX7K8ngz8EWaNN1eG5kF+IEB8oOHJ7EUhOfWCRfhk11xU00IyfvwTlyTdyHvX4bn398z5J/gn7bvlZv+DDDsxS5G3cz2n+vDnHaWvp4xOLxXJIv3f4W1pXvB815hX6xV4amhX4GF3X8v/0CWaVpvn9gDXw/vORL2PjNZsqFsqT7ZP/z1H8f/85PR3df8IeDDlznlWUuEHTf4PfCh6y4UiYz0y207x9XmjrJPISbf4KCTvzRpuUVPtxp5+nfHqXjyy/VQ3a14j/+Gsv1wzFOoZ9cgw/wzOv1K0b6bIaGQhzZ/NQ714bk5mXtZkwN/34NfBhpHKEy0OeL6+2arf8ElV3Zf18O3yXISlxbl9Rgs69mcJR99uT+DDCeyDtEaY26ZI0vsmPEZaji22vwvjzH6rL+zm1SH/Dfn6+7IbC6vDl8OcyBV/VlavDR+NqbOvpGMeazX2fe+Vd8gSl/trD3c/Un1pXzfO98NXOXhDl7vpQ2SJ/gv5o2v3yhqWnmv2v/4giV/C/l57n3j3cvpX4MCvN8u+UhbNa9pwg+Hpdf/hWqk7U9Wph7Yb7WwhBv4o25czL/hUvNmcu6cbqcbZjQtTB5n+C3u+TLH4IZP934rXqr3+GpP6/SqZNL7Bhvdp1rVjf/7y/l9/zTb/hbescQdse9/Rfr8RS3ubb+ev8P77l/L/8Oz/zw1Wq+CmoUbwZRfUvxdV7zOl/7y8/deGar4fIikPlEgb+eoYt///hvu6/IfMtV8O9TUn9xhr/CMzTQnU4Jffu78v5OmHO7rqXcMO6/hO+9TdnfkzS73oZ1Tq833nk/89aYw9q+/4Lufd50rH4yfrmxnzfy+fH+SbrrwVeXiu1s3rjEGnkkcfP56jQyUVRRT/nxfhPqP80o+ll8K3b6yIVMuVeY39+pcNPe/wQkLxXdmX3vJcuXp/hosve1hHy2//1vxXPXJv993+evy3S+IzNm1u+A8oAAABxNBmmAvwHu9coaQ7u/DnDfpXhst/68MYy0d38sEXtPqUn73wX81+a1TbT+cS8/h3x73j1hvI8+6k9X/5vEOA4L/3hqibPusyAbmvyF/1wtlX4aHstDvpej/rrCuX6Nwi6uxRnYLpH9fZ6+yx+58ENubNvwYZPGVkjeyWOSRBz0vc9cMRI81pt/k5WL81WVP4WrKW61GE/YHv/Lks8uX7/DWeK+Y/cE3hr74NfBFpGZ3HwlWln/L9/huju6r+//wzd7qMds3/z1NEoelrKPlTpL3tD1X8lT5/CUi/rcvhre6i0QX/+7d8v7+eqnQov/hnd8vh6KOj/zc2/myR15M13Bt4cvnzYSXKP/8NeHHl+0V85v56/xjTfnqeMn/L/VWCPbX1eCOXewRf/sGHNfhpWly86j/k1f8Xrckd5f9cTXV3cbIae+G/CZWai+szy780uJPBuX93UX1UhvG8v7+TDQ8+i//YY8+TxXX8dZnPQ34X6aRV79fl2/w3PvUP3R6Ctfy/v9ea5W8v1+GczFV/HfSi/14IrUnufhmT/qPb/8v/qEpm3e7603BKR665PdvqyFm/L/7hipMWVS4q59/4a3vFbLVoMyAobSzAzBr59cP32Ghr5fr3Bh4QslWHaYvsWEu9Pm8v+CLtp9+HsuSoiZ6tanx8/zB+/cMbVYSX5lSjEoJu3dvRkl8X+T6TfzdpV4I/Lrfgu5Yc0cX4fvlx7tO+v4wCqsfwXQ39Ops+H4L5/9Uiihamdo83/wS+ZdPr1eF+aVp9fRnHR0OLxZF/fw3jfyJ7D0kjXGDVfZ6/w3E9S+vuCXm6fLmGX/fJ1VvXPX8OpeT+7m+/DNduoYvzaTi/+Gs3KQ8H4eWT/BDJ/LL+vhq+5Erj8//rlfmpZl/hflp1VRmz5g9wxFxyF/rxeX+fPw5kldS9kcv+DTxXMvkjkXqJjk47J40vXggm6yOjTL5/6+3D2n0X1/BL1fla4Zfvlwze+Lw2Vz/hflwEj1Fl6yo41Dzcw9Dzi+HM/1+V9iT8EVclpZV5Ns0a5fXfVh8M5/qaJgdIF/Bv4ZtrJJQz7i+/Le/4a5P6hSKS397qGpTJqcH2drl/+gvrGaWtqtuHvvl/7wUyfvn+Et/xhu1yvJql+CPl5+x+FfJGWmv62ZNr4/BDLXSc/PVZ5l/y+v4Kef5fTb1i/PWPJK/rz1DyTHw9bj4N/DWL642RXA/177u/BdJnKX1Y/DfUmRfzzkO/cyqb/FVT6T14apX9OLQ6SOf/Xvwxn9SoE2raycI8n6//gjtXylL/3rUHHhDLl4fyfE4fwzyRdRudY3+i+u+Cbw/WpK1fKrz1hp28Mr3/nqv7YP1nCr/Fbry0y+u+Ph1la2vmN3S1l/3oOYu9iuPSf8EUjHcLzc1/hfzeb1WTyhmVWYHtevDUMMndfcxlf58H07CDd9kG3vmz8Nb3WHHdrzJjMv+Ln+/LvxXjzIw9P8J7zw49rw10kl+G0TR2X6/BDCr0W6cV4avmNuPDV8SZ5zCi8OeWKq2v0X31oM292Po3E5ZX6hzkwl9PadL/gku3H01oOfBDm1Z78m7v8feIcqzL6RObP6uvw7nWa29Na18J+OM/J4c1Df3hLRv/5ae5fBDWrWX4Io9Y/Br5YNPCeS8+f56wg9vP+X3/BDnvwr1y/Bfd9t9ZlJLn/nr4I/TsmBt4//BbK56yfevBJ2mmD8R3dZtm+X1+gzLvufG5vn8MTS/L9Yat53/yy5vL9f/hy5vrEKOHqU/4JiY4tqF/FBx4sr3anyv3Jvl/voFlarltrCWlzrJ/BH5sik8/puffwcv7DG3NDFMR5heM9kUDWifqHsO+XRH6PmsT76ymz7zn3YaEeE6V+Faze+CnJmGPfE8zKJx+CStK0vgku1sV7xfBp5JV83l/3wSV3yk8Rzbu9F+vdyd/4ZKRkrOQaYLDcnOgGgsvk8xN3+C8lK0qqHukVXBFolZg3DiGPz+UuTYEBdYWz55fXyxkjl+n6BL8Pxx2l6Zy+vtgws8n3cVudR4Hl7jOkv7kkgjvFG7SrdQQ4lzjQaeGiZ31+ZHDqyvgkKrVYqJ66+oKNpfNjleesNuZ/+HdVy5rjVOww20MqRQ/N0XwUY3V5aMxICL8Eu7zxOnyl8M7tVmyQL/L+t4Lcv73cdwzflQb4T6HIWN6F68OSfrgm9FP15rz5+Lvfw3JJ85V/Df2DTxt8vJn29ssnerl/PY5Fl/f2QyKbW0t7GVXRHz1Cbc7f4J8uamY+rwRZ0zOtg/DdZpCHCrHlB0b5offhe66tax6btR/8K8j+f1+dXKKGB78PZ98mOc/euet5glDW4fgkrkZceoNPBDjy03S78kben2X19Qzy47EfkZXtk3XnrOvKF/bz1CuIaT4dh+gB8r++bwnlMp7vvyUnwHnAAACixBmoAvwHp5g1u/z11G4j1564Zl0P0t8K8tPGfMPbhenvU/H+29SnMrJt+eshcttP/L+/hfkeHcsHfafmOf2gi7Z8OTYY6T/nz/5j/zb05fV6aD/Kx6rd8XHTNohMJQ1xMEl5OeTvzbz/5b9L4I61WD8OW91KJRqKwt4NfPy/wjbz/BhvTGhOfw5l0fLCwUvXKeDvhzP9Uyvq/l9f680Vv/BTJy9dWveqH231hC7zd2s9Q52X8N13VCOEh9dPDElHL/vnr47Zbf+DC+yhy7X7lXMrMDJS5h9+tfnuhm8bkl5hCwh/Tl/p9W/ESP/KwDjw1bD3FlfbYOHEo15J303Rf6SbDGIeT4cobef1+cHgh3+bBz56hu/RvH/rxVT//F/urSUQX/fCc+eh3l9f4OPBR45xN+G/fHGWvBfrVO1XcbScJsJf/DePTn7/MZJVSUvltHi/8M8c/y/DNwzS/hXNmecjaosfu/+uX5bvvw1ELHU9yBU1+vDFz73SxaMM7X/89cPff31hqRnLrpo6/L9/vy/4by7dQ+txsF5HnBo0FlgRBt56/qN++DCqyer1NZ6MDhoyOcD9eG+HvbeHO18Jl6r35ZZW3rwhqXetKtteW1m68XkzDHvk8Mxfq2JVf/zk8ZeYa+XyfylIpfBuX/rPX7MPqJ4f+XWmvCWXfdja11b8MdSKcVn1dxvfy/361+fhdGv5ff8E1Q9kWdo5HKi/l+GsuO/NfD0Sx+X3/Cmm1JLw91H4zjirwXWqUs/l+sH4Tx3u21/Dd31nqHSnv/wQ0t3AOPPX1Gx8fL9e5NSO5f96Dc+dRkfPm//XX4Io8sX799MsfuJc/wnHdZvlpXhDtPPfLvL+quevDCXJnPmai/6efr+H/1Vbq5uT6L9+7uWODXw5Dul/vx6v/DfPh5V+uEnfHXgkxr2cK8M0r3c1SLhLwpXJ7+Wul8El4bVOD8Fu5q6T7fk1uugvtV5dX432/mnmvL734d4X1LOiuaD9/3AbMJvCf9e/Kx3EVr3deCTWsX4S5/yfL/6hfWV3Fa+YZxz/wyXJ6h2e7vB/4NPBEZ38PwTlrXCXtZ5fhbdeqrh3OZwVDmhiP4dp5/L8yF7Oo6Vu5Re+H4ajj52Lupu0GGFWFXsJfnYfwX40y8rNJWg03T//DuSyvnTd0r3WKHL9+2EXLVOvC/dx+vXdqSNsjy2H7/5bQrf/dEJ0/gvlXetpvrDNz7b/4yuvJHV3v+Hr74b8zt2WxHF+N7Dcvy0r7Lz4ejrRvxLG17fUcb+7EYdtRsCWCnw1lQ3UllDxy39eF5kL15pLxDvy/9uCbMmGbjI934j8Ec/hx8y3Fd4d4uL3VM79hr3xp8t/+evj5VaZLfYNPDFaW3aX2zi5Fdf3U268udv8F8c3931GYkh/Eb1wKTEOZT8FE3pVrYS/14IMiqfTUVHMl7+/u08v1rhbJJr0wi9BzIeXF9P/hvmyvo3kiVNsPVrwX3tauqrJR1t4Z7+Zf/cP9p1L+91pno9xtIvaK7XxvjLJ+u6Nwa6pMzTJ8IdDt/95Q1/CWtN6X4X82bbU3M8rMkYT+yfBNDfJ0Os0evwve+qKnGE/hRgv14YvjtO1zHHBcz/w9a27VYvwiOfp2ffBp0GszbGsmzQj8J3e3hbxftGIUquYXeEnCTXIJZKCH5Ivruodu/zZqOMlHJ3yh1qOmf8L1t5ZGrkL4biJvVuBv8LdIp1+fFPXG0MOYNbJnOfDkyF9ZkRp6zwJPR+kf0f4WqveRnUOO5EHtel6hX/giyEjZsfhWh0eyPK/2j4fdd//8M8janGWijb2YfklVwp89XFqFh6+xM3Ll/kf8/XPN16J4fd+u8LVbSrv9+pGtJNXcHq1wYVi/KPLzxnus9mP2n/4V3Oh3tV8yXhmDSsm/DuX7TeVlaT/OkOKZC6L9/gwlk/qeawqpRJ0Xrw95aPxekT6jfeZ2OBJY8GnL+FctZKT+fr9PHAdVUB+DDeZaXLqbS+RMgsXvBj0/ha9UkbyFV9O+Ym5z6/DFkRiZZTm9JZyIJvHrfpZw1LKE8d+e0yvOjPP/wX1XzZX+HVtsd8+D+H4kv8EOS5Cfsv+uNkby4WHmvDumfV1M5Y0zjgT+YP0/UF8KtX3vqR2QLlGFiQwy5g2lzu/wx5fTSxTc4v//hXOw7/TkjB93b/BfreqhihGHhtfetKIi/lLh/C2X76SklhqJS9HQnzbfwjfTj+PaH9wQb2Yc1n8hJY/x6boTQtQpf9cEHnoM1rJPypp7Dy3zMS+v2Gs96+apE3H2iUv/qCCGMl8En6XdYQsqaoW2Yfz4pxwnw+1r2n4bvJ3G3I9Sxs/g08MamLy6JPumwyYd3zsD2GIlr+GyXu2skfrrBDWaWFl+vefxHlzc2COg2TIvX+MXMGfho7ZIVZjXf0X79R+F693Xx3L+btKlWoekysmer8S09v/gkyQeYzL764Jbty9N+5Xhy3qpwq1KL+vDeTNxhuP/5rvk8McrebFxjzGY8WLt+G9ZOvkDzS4MX8L+G/XS183Mhnjf2Ft0+J6Skv9GpvI6/2v63oLz57k+vtKeWDfyVul8l3/gwlDNY1Rz/Oh5cCkMjAyqcv+J3uT+TwzpO6hto//wUc2bysQfie0q4X4brus1nr/L7varVeCKHfjufK/WUGvZLuhfh+lu8vj6bsyVQycqH/gj5/c/DcmdfKrLL+rMvv+Ci7vWtzL69bm/Zf/fL/vRfHaMv99Akm9bvo9TiQYlyf5fr6NjaDX8O9Vd/Hlxa+VKGkuQwPwcebz/4IdV9T9wST96u/BPqmkb/356+QHDE/A34oqmpSd+vsEZHP07lvvBhC7jqcmrxSUw+k+DcVLTyBv56liMnn/XgtJe8I9z6y/X4JCkuY6jcPy8tG14VyXTJLnI4Y1LqTX5f/sl36+y8bQYNvBJz+6i+vfIX6/Ct725vgqR8wv/rf2CTmzJhXhfRTe5d1MHhzmuGe4/wQ7kId2X71wQ5MKxbhP3BPe/NTheoZu+v0x+XDBp2KIdp/3ny+TRW/Dk2vrh3PXbHROuJrwS5f8koPwlYcMcPP/11+HJ16R12Ek5Jf8NR/09R0Z0UfuP95fLVXBLPP5n3Pwp5te4p5Ny4l1eL1tk3/iKV9qvxVJ+t/hGT1k3yTrL4Yy72qq3KNL4zpL/3ghLhlQ4IM/BOQrLI8dp4L8lSZp64ak2R9YEP/+UY9//BdP55XfYrwYZ8O355S+ZKOanDLQd8MRCk/hb5fr5tl/7wty/q2VtQpUp1/rXCuXL8R/c8yJ/L+/YciOdMf4fu+TwrP+ZE+uPdebTv+eUpBfm2S5wr8N211MH8mK/feHZ5dKN+9tfmepof3+F5diEKTzeuH6mFa6VgG/gi01z/hmK34KUbm/zPF8M8V6/DF+S/xOXT3yzyeGfGFXydeX/XC9c65W/iVgYfDlwf+FfDTx/w95ZZNtqoqtHdIsRg8Og3AXMAAAb2QZqgL8B7+Gw0WMaoxhfw/fnrz4tIN1yC/4c6jigIvC1J2Qcvs/Lff4Y3upPluawkW3PMfCVprN4W8dxb9TqZflKlJqBcDWTifG/Pf8M9EaLn7IOvIoa2vP7OgRNFzEZCyy/78G3kvZX4IpJBL7R6/DVNfGU3ffGk+FtfDV5vFkT2nf/wvm3WuLacj/+Gs/1/DEs/2BKi/v4Ir7xV5ekTPkvadF/7zdJ/lvevBHvHewy+9Lhq6nzi+csaZyODXwQ5Yy7KvDXkXX4UU86X+CDmy0pM/CbquE/hP/XgjkzV68NXusWHOv0/v7JmXl8v/eGOVfPLXykh8QZ36L+t5t3y+b+uH4uVtbv/cuX11QJb5farF+fr6TFBN+G+Sf7y/96t+Hef+TcPe3xvvGkVN1/ckr/Br4rzWUfV478EnL38/C/SSvfKVHUsP+6p/yy//Dl7uvtGJFFIvhatDMeXfr75ayZ9ZUX/3PWCf1kcz/y/74JocMkf0Qx2vw1Wly+QJHF3/hKWnzRpd4czPa9fM8r/1Bs91BVefOTvycqX56/mqbV4ZvevqmQX/gw6qSJ8S3eMr/z/TA89/92FO73vtLGf9K/hrbuvzRKP2y/reJn3w49j+FZs1l+XcsJc4sNSzvD0vH5k/goy6/e+X4bhl7+vsQeXw+/tk5uvC5cTxUte+Y87NIG/gt4eqc7/L8GF9eZdfZwz24Uv9Xnrx9fv8Mwpynr8N7z/43V66T1T3c7bRldX/F2zYuH+rPl/9wUSJ077tXgk2lbipauCLuK2fvJyZy/156/HZh+7Jl/6wSU8lXflj9P/BHJF+UG/hzUtZWG9Pn/icsvV66u/BHP9JzL/7gk8uMfhu79QR/o2X9+HPJnfIjOeZuMp64TufLUjYael/pdZV57EJLvL/69Q3nxdVUq368L61c/j6wh4Z9FwbeGNX5Z184bIOoTprwr5N58UyoxdvDvY+/DORfymqZJ/L5P4bvetkPXP15ad/wT+WU3mX7feHe77rl5O3r9R2xa3PU+j8T/rdw5lpdfmEqmR37hrHqlZ1bCPOS//Xsvuvhq7iuv6Mn+HOSuD4RceFeg1Bt4WnVBbJZ4rxfkO978BG3y8/fH1TebRTf4Wq6XDNYb0sG45dx/T5fBJXKWlZfr8NWj5r5Jjn+Dvy8nivBHTeH+EX74rg88M9VUsJ9jzbrCa5WP8EeJVGZKL+7khjE6fF+2hudeq8HXm7oi+Fo1RBQ+5I7nc1Qymn8nmk/N4JMv8INPDm7wDvAq9An68L21qJftMob8wjDG3y/f4W41Rnxiu1jKihly9jK9z/bhDFd82c1/gvy6vq0qrbIWQkzIPkm/v7C+M/e58VnWeUZJE748UPwX93Va8X7Z3uW35Mv67w9P+tFrUthhb7OSZX13gg4b9xX6lPrMEcHp6Zhcqxtest0+He5/E/rxVmCgZkqyB1JYPfRfLzXBHe1lXhrHlu8Mxq5YsYsTZEMv+1hK1qSG8v2/gv4UUK1pdY/ZCf619CDlwWDbwX5N5C7fmHzLwVXBuX++gScnlvwYdtd3zpq5EX/PXyEmj7fL9fjuf54lDm+/wz5pKdNpIi3/4X8du0vDqUUTUtfRf+8N+K+ZbENf9eGs31jP/693fXgjvP7PzTHdr4e8vl+0b6wTPPJ7Ef/BNetQv9QceGqrdYSPN61/L9fhbG8uf9cY7wytR/gvvqOU+w+jvtereOZS/r4qqSpB9k+l6gp87S5s3fbXpPdseZdF/v3vd9QZr5fw/mvZZusved4ItyBSWHpZHy3mb+CGtr298fDHvmTm3nz9cK98nkL/9PSSrw5Kv+8Rf68lrX4azor9OPvf12CGk4hzi/KRqbrL/S4IizfzD2XhlQwa+5/34Zqq1mi8P172lX4YLe73r5AqrNfiSbvyvXk1f8Emfz/LL/WoYJVVvbg/hpq9+i6y/v5L6/WD8vTf4bh73kI98o/DMtxwbLfBFe8qUX9J8EmbN/y8jZPWUnh6aXfm5m+pbKrOKf5fX8Myfn6lWnF3+X93JDsi/Tmy8Vn6jxQKp35uu3rrFv1BDI8z7o8G8vefMGpf18nmx+rleKp7p08v/0F723UXMtinn+Kl8T5681sv3/Xny+Vcm8v/0DCeW8V7fKD3mC/wYXrVKtVx/7weGoZGnldPXhryavH0T/hy+q/0Q+jXghh/K/0G/hzzSX2IPRRU9eCXqT3lROF58Vxh///qRPz1ykxyT/m5YofyzHVzdF+vybb/hmSW84DsvvvFfy+7qmGs31+2GbX3Ca8OXLTU0mFZzf/Dfnev6iLPHXyQdF/r/z5fYx1Pb+oIacndv3vdLvPUz5b+vJ5+vDOq9h7M9by/+/4ZpRO8vkfzKwHpAAAAIZUGawC/AefhcNbjK2/WCff8vSe/Bh5cn+pljlZEZ+VRy++uXu/xPn/JCX9awlz/ar83NyeX9f/Fc+mwep/4c3WuZpr/4biX9fwx7XhfkBbtQ10eH9MORKSv1BJ5PFXvlyDTz14a6z/gr6urXwl9DtfYII3093du+6uSZBb/5+34dhpCY0r8/KG6Dx3/+esvQn38v3+J1P/d/hXemQT7tY/51/D4dXELBXvD/8M958l9Vc5O/4L/P0iempKzhf/3NyGm134IdVxV4K+qrXqvUu9585ff8EOTNwDcv6/l/rz18nMf/hre8cXlv/w5Vfqjq/KmnL89fjxXRMF/ghuX+H5fP/hm2pyf1GQu//1qXwQ7n+z8Em9pz8vPqrwT2W8+cUGnhzL9sNzH/83ZP89ZhcZLr+9cVzRchDeTy3jLbv3OvVX4azcZr1+GMFf5/T+f//F8vFefqvE1DHvP/65V6nKDUv5fq2vWvDdNndcdeTZ+/PX5Q4ml5vwnrXnXXnrKVDUifpb4Z3upnqxB9pDVzySXgtu3XlzD8ENnnKvh++pP8Kkm+u+X4U0wCRf9LCpX148zcm0aljR541/g1XVhfwluS3JYOfnHo+V/llYZ/4JN7tRf7/8V5o5M/NcuT589dQ1FvPD+HvnwfnC2GbPi8xIPe+a5f+8N37mb8ORdPyg74vqt7ov0rqCHdoNPZfh/ebW4sjb1xv/8v19rBl+9rDOF/fX0Y6QrC/zSq35f/X8LdJ5F12foUORdX97yvBsX9fBhbl2ltL9OEvshfPX51DpGG/4azQJmsJMX2f/8M0lo3Ndfh1aN5dX5Kr/BhJuf871Dq+rYDvrwn4rmz+EuXvqvxHjPavv5NUq97rBqX/vBfOner6uOzv/782S/f568O8PXmm33v/hrxpV+nAvr/3z8PzPSrna82hR3Ev/WrfhflyPr9Y49KDqPl9d8LXSLZ7i6Trzd7DHpvUfYH/gwqtNp9fIaGIvrw53dfMGj7R/dZsNn3L/8Mz48k1OqkC5VP/Dla4p07amCvg0XWqQfgh1DvmFMJPLrN6/DPiTy32Q7O/4Is38JvXFfuf8HHQXPPfthesXhPsbhpoXgoJVH41Rx89SpUyB6F/wS3d931+Iw7Po80q8OVpU4w24GTv/hXDFD8znb8NdQ0J/6xfnsPIFJ9IK/D/ltvOrN1s/We1/+sH4f55u7VVjU5HiGEor22UvDclwi3fqfNtL+DCRe+S5xbu46PnyeLkX+Z/4YlVVrpRfU5eUdBv4Xlh71jDDWW/+GZNuWlRvnDn/4a6k1SDof2P+vJdy+r4MN71WvznE1U/4Wyflpr4ReHX0BP4IOfRxcsg95tirIbWXm1LsWGt6/ha/dsPqgnB/+X/fLe1+FdSLulGvlkPrR/9eG7UNUXFMGKCdR/+GrnC3GcadIedTt/+JnfWnv8m7Ta8LaU5aVOG94MJtlJtUyhZw8DXw3U1EtWp9+vDGlfOyV1UncbHf+CaQ3WucX4Z3l6+HbdeEbcRf/f8K62lrzEO6ZXL8vzDt+/CikX9Lr8OYyy2v5BQZi/DtFflstGsGztPWEmSff/i5W7xfRf10wvw1lfcQ/ObQJnx5frGg6uLYma+P3fmlvPL4Yh3J8jO6lqUQzLf8MXKVZeptVLw3t/19loUlUGDTwWzxWnh2OSh34IO4Z18e+ci7ePh+U//8I86VTmbUN5xhTeX/rD9d9VfLkX2w1fpD2d+vBV1UZq/pJarzzDfSqPFb8PVXJGo9+oVK+wl/a+f14JCVW5J4Ii8+My/34JJ3h5qLewXj+T1Va/l/sojP4NPEnhxfL/4Iq7v+Xz7L+7qeuHef9F+/UOc3XDKfIfcIY5E0vhqroq/PzK+X/vfkxl/3wSeMrrXqWT9/r34cvevhlaW4Tpa4b3flkPhtFh//DXd4pxQl0/+HMM5Ovw/J1eW+FuEuW7HvqEv5r+/rzlXwx98GZf/sNZCwdpjM78cKK5T8pM0Mv/3+CCSPz23Pa8Hzrmj/BFc+8X4IdzMeGX/Sw1fdSi+He78CL+vPGoeflutfrL8MebeIep4mKxnT/nqVEqL3h9yQr9zXeX/CeWeFWR++X/rBHnyp3H4apEzWGMnn/83m/wRyf4vwv1L1j1/I+t74Kd3d9Xd3aDXwWeK+G+xqFg4q8EUXXyrw1WtfoIY88JPy+OUfhLPmP45/Ctte73/VdwaA5fr6WWX+5ZCQkWZ9eOmxc1XkT21l9Pqxm8+1W9vl/89fRjJZagbeHMup6/ThmLkfDNrHtPD5dXJa8l75f9bDWWTUwsI8az/w1Ne8VIkn/68JefdN/sub/BESWHGryZNn/zS5tfCxHefM+mkVPl9sqGX+vBGXd3K8EfVXfmw+9/i/VN769Q3y5X5z5B5tfhvmt4uNr/6g18EnmxhtQQxXalb3C29pLbUs+XfEeXN0v4a2nC/pYTZePzNX+H+s7YTn/itfhE8xewdIDl5Z8f+bJm3rYIbnjzAGnYIiF/avFl1ROf8npf+f3HpxRODpW7Af+HPL1MhQbVwoTvvLPwVXN6k/z/gov39mna6r8J5eWOqWi/v4X272Vyt0Yd8QmTjvv65V4vN8Oe+vBDdrOL8m9/i8PVSXnhNq8LbTuV/rw3tnhiufBJ5mDC/OX0OxWWwQ/Bn0QhU0orl9/wSS52r3e+X1/BfvfG1vD50rBw6ts0+8Fe760ueMX4je9J/z1Payh//go8348xlXm4vXnuzZMP+/DfP1ytJxgp/L+/giz57n5bZI6f0KiH+bk+DjwTVdXzETE+L9yU/3n/89frJSX7/NhH6t/wl3eN+8XwS3fP+xL5Mbp14a7SqEng3OUuC39e4JrziOfO4+sUB5wAAAhFQZrgL8B6F/3/zhpfzIxyaL4cy8N+leHaT/5+XScmybBC+pV/4IOqcbp1URPlhvYy9SJGlCXCrPy+Lry1x1kUvq+oIPGVDsNJ6y9ccHnG0bE/Rf+8Kc29pPd+WeEGq6zds2rwzpz4v24bbXuXevBd5pDLR9xXWO072TNV6+wnkfluv7nYibH4IdX6/PX5AkrkyefFYi3OJf89bx0sP/XL8NWDdeH4YZgf4c1fLGz1d9Ob/DfU81zD5S71/Bp5vNi8ElK/L9yX/k45GfwVRls/matJzygy/v4Jt1rev1+rn4an/X3Zxkf3z18xmudsvq9F/XwSeb1l9d8N9NV4eHvfrX4I5/4oNi/+q6sv7+CbqpWzt+GvGoAvkTNJ+X/1Nnz+CPlzB+GZP8IbSXbA/OF5n/itWXibHw3jPWyX+OH6f2C3iFh13YfBH2nwy/v4U03LFVrg7rVqtmX8nsPVffS011X9x2yxR8F2tTXd/kG/gw8P6CYX3Xh9FSevXCvBH5Ywyi+v4X8Q41qmoxO+cKf8MQnfJznjqTMRa+i/f0E598l68VbrV5en9Be1HO+K6nBkum/rw1wg5i+mEwXPE47/9EcX3gvK78X1+HYelpovrfjr7U3vaUi4NXrgm1Wu/Zf+6CEzHUv72kX+v/PUf///heanJsvwhkiVD/wT5Nuu1Ha+wh4r7vxPPnqkQNxtTmmyqv7tG/89ShmNS8zEx8qh++br8E9c+zN3V4q3vPL+eoYdvyhQbn+8v/qXP7Vb4W1i7nxHr4e5Nyn89fGSr2IINlrhO+S93J4IZuqRCuWX+vDVrVMgvwi8n+JreMyPb14au+w+TWP156+H4cr1l/1z4X0yVffvRO6L+76u/PXhp3vg48EeVeGWllvXD0397SyfhH18guRYyCcT+HKe134/X/mly/4JeTNK+V9gj7vO/LUZQf4T3WHnD69YKXuCKtrhXgh0rug28LTfvvlDPv/fWtZf3cmvDnF66l/p/YqfBXvr8F3OuX827gnrr8EHne78lFkq3gl2el/8FcueyP+9qvwzNyfwliO9w2obSsCB5Mu3N4K+7xvvVX0R6O0CF4JCc16/CmYrPK9Vj8ep9W9+DfyZf/DNvSX8NLcOEvhjzdoXn3hniw22Eb8N31WGKaX9eCq8Zp5H8uq5+CEgZ0T3lL+/gvKSr8yJ06ybOP/8GF35fr858stF/+xcwqf83eteHM0WtdoIfYcOyOegtThl7Vr/D84UqLmDTy1IPcv9dmIlDCRj+CHNsMUzEBfrBl9/cmWL4OfC+bOZmXr8O23xpf18EBbu73qamscnbhps5pOuX1+w/DjHPnkTNedZjV5Zb/8OVKsvjGQLnfVzLfBXMTLay626heHctmF+EfHGcrV+pD/xutY03JuxpEe7Xb3utqZcMyba4oChd0zK14f3vLGeo4v1kC4bnuMEvBr4b5swfI6NvLXh67b1y7dqoxqRXzaJ2LwgcV1j+Gpyjn+w+n5fHfgtvfF6xn4Xvd93UwWIKmRsBf/DWr1n1NdG/L99YW8P47mM+X5q6/BhpPe7ElH9sOLf/Dtqqz9nh3Ix+W1NWQdRllzF/h/ceq4rzkaIOMspbfHR/8Lz5/N84iwS6KNJkMJMvhfu+MymwWXVKCv/4c5e/fL0/4W8uvfmSlihGMpwdiSVgT1PR/Cvnx+8EZmt0afdLBDsfw1WZ/vsayxBr4rJnTKhc+X7/D/Lay462+7J0ZNOCmxBlD0UQ5ifenhIJP0spC/ed8+Bh/XN38O6oprMZopB+5BkaP39Lvbb/4c54cx9XPv8FEvKeyjZPyy/X4f3Xc/h7zc6hlcR7hh5mtG3o5f68EMttJ7leFaWGf27F6ptfp/+G5rvw8Jnbvhq6oRd2H/C3d7Z21qOwWypN/+HL6bkED1jdPUHR/8FV9vEtVGkHhRf/cL/MvWqvrwl5d+GLfx4I/H7b+HIvziyvnHAneU2qwL/BJTnac3L8Oc/q2jRhJybfXjYc/fmHm8OD987GZNQS7HvlgpHX/wzGS8/XCVjb8Gfgnl/OmVBd2/G537NU4vaTPk6WsNozGyD/9e2FvG0fb6hicz+//hi3bzkQ/iHUX+WiXwX9Txd/OA9JxeD3TQWv/4U8nL7ZHqGDlftGY8PwrbQr5LIbU8Xf/56sQY1hQo0GDfQ4gj4YfXhfCPyerWUMLZ6Rf+WD5MFTVDcjKGLEXh2u+EXdh5m9Sg9oLHm9ytw/fWNh34fwYZ++nvB/UE3mVpex8MGmYWckXhg8oeixmi3/zFP58/fNlF/28E178I6o4r8EetLUGpfdP/o9UzhKOTZ6k3OX+VaBBLder83XZJf9+Xy7L/9B7JK+8K6WXitL/P/wzK+inp4Rnv/8E04fOtVIuv+funT/DXVVDvWQ6/svvmuJknfltwaeHCT8yHXg3pj/hEt7VXOzWta4ne6j3+vBZtG/SOR80tl+CPbt4fhXO3l1dfPOkcle+epDQyLIpmk1lNeCHk98vtfn1JePr68F+fJZJuuCVaHUvD/8FVa4+ne7Vfn4b5cr5klGdN+Cy2qV9pvagy/v4cyRb14JfLHX/YISghfmX2QZ9kINU9fmy5rw3veCbCpf0tcL3zetVNqckClw/fTcgXn18Pye0crH/hXDidRttPX3NUA2/69+L6b1qvJvP79zeXy/f4MPF601+c+WzFf4urk3vf5ssf4MNFVMVl78VXJL/66y/+56+RKdEZ8/Pw/cPy1OD8kGhfq1c9fDcmP1+G8O5Oo59wT//BFXXwJ69+CLx6kH4Q+TZb2ikf4Id7tKX3vUEOXysO/JJ6V+9k8B5wAAAcqQZsAL8B7+Gw1qpRcNXGfvwSVm5tFo/BRLj3utx8ElUzS+ZVrhzjDW1UomT3UZPmV+rn65fhvnytzC1+3rhuH+H13NuM3snlz5g28030pfr3BFly9fm8KtPhrck9ZYF39eGo3SbxjBH6el4byaHL/1deHskb93P72JvX9MPpj8Xb1zZrp1YvwS8+m0Kq+eWvy3b/hm2pvqHElH/+HK7rH3ZHfg3e+FtqLyf1OKB6K1cguNszP14SyNufcmfBRXWSXr813/nwiXzw/89gZyR5f/Jyt/DW8rVuHX7/7ua/8L21e76/bI5+vwR3tLYfBRmOrl3wh8M3SKhsgvhyaf/gk3vBXhPdK7/wRz5zi/BDz/BBoX9acVSvIzSeX/1BBfVdjfE+tZt/4Xyb5cqcxBI+D/vwx3W92GGHc//Ddua73kw4j/w3d+s4qPp/4jz1/DTu7+CO+HkjXLfW+iPwa+HN7Tn7Djtz4Z5/WPC9Kj/pfYI/F2PwScXs37hLy254/z18lXzeHI2v1pqSstXfqL9X4V2on7rF98eIV+9LBNe72gydlkL8MkzVTQYzjX6XqGS8P6OlnX4Ny//f566n/rwQyaETo2z8MZTkR92nX8ZHWA9/rb0R/Rtzb/E3drjRE95e7/PYB5DEVZT/36gw3KSxH18wjq+d/y/9f5+Eu6/89fYg42WxZF/LvDu7zkrxzu3XCB7Wfg18NQ3768PJ8/+Wbf8L9td1w8O6r/yxCx/yVU6/8Ndy7Fh13PhpFx/8M1nr+/L+/P5MuhoR78OX3r4+SHo+/NL/8EU/tXK825P/PXwytq8LMM/wzvdfDcv44RcJf3F80gc+CmtJUkvJvFXnrIdDOhyr/go8vuR3BJ1+F+59dL7r+4+815K3/PX4e7W/33hrUdnNShoq0yn/z9iUY33/4cqWXFYkCMiW/K44eKFf5apzl5ff1BDWL8oNfBDmpJmsv/bhyHT3E/eKv0X/rfGV2X/Wwxkz4b9FIFcCR6z3y/94S3ffaJ4VmevCzEdWId5Kf/DldJhnusvpt/YV7R3KvX59OJfzd3l/7wQ835fgs8n3dZ5fnqHWddP4NfdazeTy9/hPJ7vq/WKi/94U6ZJFr7l9eurfuO93XlljWVd6OyDXyiCZxHi7xutbut5fX+vBDq9wvEFM8vxX/he+Z80tZPOPevC97tTeuI+OFC4y+dD+CghXL09ypBr4JOO03KL/fyeGylp1YoZi2jRTyeGSOkg98Iyk7XP5F9QddhzUzOv8PYW11hHPtLl77p68hfvuQN8upKpg/M/164UX927C975IYCN4b+P0EECmkmQi70sEfHVf8r8hbvv7G0rUva7Uizl87fTOKNGfLDXdZfl+gvWu5Plsf0KDNsIM/Pu0Gr1wrh3xet9HNr2rO5DQifXf/8Pb3BDaYDIelysdhlTOUIhpcyl/BBzMb12g1WLqRtyRBH0sebaZDgs7/MTLmt9erwS1E8zRpnzUngjw8Zbwfk8uG8EBZpvnl40vVs1I5N/+FiZsqF79ISi77f4EHwQlyxxwi/34TtJkzecn+evozpCjistpfX8FUf9QXUmd6RBr9ZQbeC/umXDnod8uGpo/+Ec2ef+K/heYgpb3rPs57/gm6lJybc4svtr4Lb722rP3Lz/ov/bnkKYHELlD3liq8Ro5pFP7/BPd88vFXnr/Er0usEPM54vwS8YXab2/DXkmvwT6P+lwdesvwS3H1+b/X4mq0+VvxdN7TvcnheLrlWSL6Tngo4Yr/guMaXNH7K8GB8797XXnH0zCSsw/SfwYZPlUaajUXZGU+zfn8Md3MyRfbUgucGhlnyMPw/z/wrLkJV2FOdUsrw7yvXggwl8h5esmsw9Q2ZWWZziPnlDga9g07DUPdae52/CTxFg18MSzPeV/fmDgxcaP2jx4/CkhsKpCX6rtrSDuKbn4c89IaEG40u///BhpqXmxMu6YXw9bijhltX3e+X/XDexw8VFch0wVQ3/fRf/cMazwkiXPUNJH9gvwkfjv8KyvvDMljS+5ZE5pnfzBdeHc/Lj/Wp7q1KNTDJXuiIaEzcvP/wYZ9IuqotKocj9tf+X/6DRJJw/RLAl9da//32fL++u8nDpVm6dW/EOOPDy3lw64vPwtt2xfT5l8gocWetGvD8+P8y9XkoK/3/Br5jDtOv85VpUtyyZD/k8uX4JL7bZfv8R8+8Z75qqHOE/BFe1jK8N5Pr7yBd157Py9eX9frwR1z20q3xOpcsvzbBp4am5PrDKs8NJHey/v4IZdvr8MyYluA/oN3hZXP/CfNxplyWvCeX2s8q8GHLiPVV+fZTXw1u9f40lwZPBfnx+XOsoek/ov++G+7r546/C82d34Q4bcr/gm8PHs1govrfQLqyepF698kGnrq/dz5nL/65fq178smf4ZyZR9Hd0v/wrl+XLeX5goYhKv/WKA9IAAACI9BmyAvwHr4bDXNJeHpbn5f3kf8N1tjFO/h5Lob8OdVi8NTk8Ieffl55Zf3dQv5sN/MXzkSAmHZN1/hzJVdfnt2/3y5+GO75Y8ZTdvnFyTJ4ru71/BRquXDj/1eauoNy/62C+9rHqz/Zm+hGC8nvWtbWFZ+77vtJBqkzv/UEu3mXu171Bfd9a/pRd3/Xl2p4ov9Lm5zrov/Vk57rwnpyef/1789cNojv66c6/Bp4IoVmX+/BDLLXWX6t8PRPF3vxfr7ZXyp1vnq5CUEX4fW0LJ6oOZspdh6+HqvGZb89ZPUixw8P7/gj7ux+COT16rwX6147QovkLmMzJfhrnyviZkgnf81FHe5f38Myn88YpR0gOf/4MJkDvXMgjAfJXlb789fyTZuM/BDJLug28N9VX2GhQnww964Iupe5l9foEPJKYu8m1X4VrrWqlWIaODv34X1ky8l5Sh4pMg7D9F/7/wvar4h65xk/9F/3UvNzR+FrUmM+O6SZGuHUTn6W+XH6eX6v/wQydyfdBqusE9zw5X3ufgh6lH3UX/pwQZ8rxqSO9G/qwzF0q/J77RyNbWG+S1Xx0ivPN/L9/2X6/PX4c7X/VmX/fC3CatGTq/cl67j4lNfw5jTXq0az59eC0lRinu/U/cERc2KwBr5sPf/L/rRMrNfhqir1IuHcFVOkyAom8Pp/VeC7Lu5ddBvRRfgjzf/Mv/uE+7zSasvghqv34WzT5MZ6/h+cV478NckKzznZ/6ufhvydaEG51KPZffhzF9TC0ufBr56x8x/+CvTpPvz1791Xr7k8PZZebnjMlfLD04n++sLXpn5f3r8wlH/Pr8EN74PxHVSV+/cOTZSzE67chr/hne9fe5nfCfVdX+HOo5hXfWdP0vUFM0u8nIPZ8u7K89QTv/jY8YFm9P17i8PvekuDXy3zO+CLIRHJG9689SBJ3+/J5MvWwX5F/NlUiC4Q9s/14nae5Jb8N0tWhlpun9eEqws/nlfu4fe68s+eX6/RfgGniDVXe/w2Xl6+nht2kvr+COR5sSii/C2e5JZPW0cSbX/gu83zb1+FbvEqislq4414Tdz5gV/wzJ/YfhiKktE14J5/1ri/Py+Gt+aC/8NVyeX4eWIZERiK/3VqUpfa/G0t6amyRA74RLBZKoOZfD7cPT/w7fvPt2fQe18YMtUWz1Ve4ewjUyREPWy/fujhMLwT/68NXPH1h/lo4lBPo/vv8Oa09fqRYdgeb+FbSdbZY+WgICbc3VlIgZWoYKLorwf8MVjNXh3Rr/D9zL0wa+sFeevlIzoFRfX8LR9f7upbKW/Rf6fCMdp4dbnbNu1lX/DMaMMf84oG5tzf/4cvKtVsgXtf8V3d3vL+/gtsj9N+TMV78L+FeKfk8vlWSMN/wxt7ZyiCS+YVmcrwk+wCb/K2pz8N3buyIRFvOEZXECH8Wuv6jnl9VrBZ5eVz3XdSJ+FtSSYhaZu0If9u//BFLJp7V7u01+9vg28xOMrL/6y+sVeG+ZZVwTtCZ+/DNy75fkpOvOVj7h/MAop/BBae3WTalzX93DN+OX/fCHNHi9eXsv7+DDu5GV4uUsffBv4Jr6pPdz8Mcj5uH/wcqfifyBQO57fknVV/C8mKW8mdSos+/8KzoXfd5Ej9b7//BgR3Z7xXrYTk/+vUt1yPtQWFc39CNLP0bFF/fUF3mpkwIMpUvxcbLD3UuQ6cevsEfX42QZ+Yks7a8E+r3n3ll9/wQ4ymNtv3vzd3Zf1fLm/3/FVzes68v3+CG7vy5fnrGu/y/T/v8XU2Zs/zlXzrBqXB/w15u6UFw3LZf7+ikFf+SZjwaeGtZdy1hL414h9ZM/ql+C6+uJ5MO9Qt5bJmsqz7UpdS7hHe958z+vBEW8eWX4ZJynq8/vEUZ1IN/BCWpuzMvxsbSJ7GS7jPrsxa9qX8P5t66wS3ppCW7M7/hcj7UXmgVWmerxTy+FypXe52yvhta96Jwp/BhVekd5I01xy6/fy/6uCi+tdXy/HZG6d8268uXr/PdGZpbE+iTmkvBLpD9V3fX4cmRVqmeE4z/wS3v59lBr4Lu7MPUIzuXEovz1OmyjL7/4b3eufXy/l/v3yRk8vCF+p+Gckbcvw6tPzjNfhmHfTZcXJplf/Dla4s4PgzJ/rzYZUN/DVx8QljmJLT/Xhru6+QGmLRkQr8+X8d0wZvBDwvnlV5FjoV4ZTff8MdVXS1+HkUx5MHZf8lwnfWWT/z8OWI4x83hDjK95vM8n/guJXqtcrL97qFo4v2itCVSd64GmMkQ6sdfIJWz0/m8/v8O56AheHs5WLU2Uny/rCH74T/gwtZ6uoS+Om+6gquL89fGE/rg7L/9r0d4eLus0ZIyo6VfMFA9zP8MRrGtu97wckwkeYnhA9s00uxW+OyYWHqX7tfmuZ7f8GHljaMglWylzM5TMPSWrk8Gvvd9b4ehbc9y97fL7Sqz22+QelufI74ZlhqSUyQaZX/8O1X3MRw46SmrG/wzNNDf8vXCu57t3ta2oQccH+17jab5/miut7ul5RUxXGQrua0TamvC2Wfj1upy0cCdwN/4X3adbKmEwUvFyi5QkGov4S4Xw3u3bh/qUez+vBh42yG6eTHSoDLlTYL/8E17RC4e9zr8KdQ7+fviMS3ct278EEajPIRqowghzMveUyPpuMB13Dg0TyP61/hrxudKkaOLwq8UwxZ3kPH/BfG22JhZ9aEd/GHxlptcDXyQ/o/8OUb6hLixbBorqyS+Iz5dg9yf4Z8XUpYbXKDBeire/PXwhw7k/8lrEf8O3ePWpJDlXzseGJn/gi0nfOvw1XIuv4zYcx/k5c/DV4s4nGHRfp/ov+uGe0uXypjQN51a++i/64W7uX/BDs4GXxosuL8NRgmWXny4gnb0f/h2f8z8vPxkuH6qOIP1j58w6Oi//1ygPGAAAGpkGbQC/AefnDWvw4t/uX/7FceaPqL/BJNlK1eCPVcX56h5cz4081lc68Ek+x7nyLz9TC/C/LKq0pZgrDo5vvy+Sy+G6W0v5Q8Oll8njBLBv56lLQ65n/z2+N5QPr1b9cPwR9M/y/BFW5ReKvBDwzJl6/HamI+N9nt9eW8l0X/1BJk+1evZfvrDG2V3efV9jpBPx8t/fhXp8XOff5pS+/5a4lBp5vJyeTUo3pd4jP392vl3v8I3vb0ue/ghw7Itdx8NRfr7nLFWzl9c/Py8PRfr/wv3SLJ+LuD6s/XhW994rVQy+uL+DTwRYmx5OJPBFaflfgoveX75h8EMPZP5fhzuYGs/CTj9dhE8JZTbylNdP7BBxvu973X8Qmvw5J5ENS6c0NFZD+X9by6uf/Dl71+VW2wv8mXVwbL1DXDuW19JyGVl/5ZY3l8EHJsmdN2Oue0/+GdW6nTsn/5eVC/y5sWUX6/NSLn8EfPtxL/Xginzv+6kfy/1qTPxxe+7DhMucv7GTv2XdwbeCTLkV9+Wfr/k1b/CtX0V6gS/1lr/OLhuX3/L+/ggqlfk/P8tnCqSv+evoh/+M638X1My+/wXZ7292C8Eu29d4w+GpxmkksPokP/wzbariPw0hOfKXl9/otaprwXVpw6ofdT9Rt7wx7/Lt3r6vOFfl3ul1Ym9qSXBp4a7uvmEjjIYX35PJw7u2/vkv9cK8l9MnieX7pV6uPhvlkscSBoaKFHJT5PEblj2rfzlXwzmB8GfnIvzLTTfknz/C0+suX6+YfOEpkKe+KqnefOvcGG5/eEbHKlpTb/xHJ97bX2CTKzN+33gg4dcJurv362YRc8h2bh998K8TziuVz9Gok2/cmsOdJv7CfLbWbINl7h7WSKaXl+cIhJ461cAh/OLt/6lZvNlRV+FpPvqTxQ6oYj957xwv6Jd2IfW7ZfgRfF72uTS+9ag489Q/dvYJFLDCP/xfcO+U9svl9fxN3c+7S14ry4785fVWywSc25ZffyQTYdpmXSfl+CPe1h+G7E2bHav48GRl/WDL+7qCLFYv789SMHn+X1i/D/aNk18/lRbca5gVx2abMH/h+BK3A2Kn8uXe8X0+5n/T1wRS974Zf+67UNTxSuuYGh21mH1+JbGt+4JOTFll9fyy9+DbzZ+Vfl/p1DcuhTl1Ou0W/5fqnsb3fLk/8Mqn1j1LslnHCf8LZ5SLUpHMVOW0KzMFE3p6L/vhq1XKUbDXa9yCd/haZj3vlsofILf/BH2i/K/CN7rzL1tS+r+Fbvx1fXyD5mO/wru1Ui4wtkGqGXcdTrV9Ag5aXfw3ajK6l7R//hvuUS1/0/cBuLP/4Z3fBIsf71k6y+6+Gp4+L5C9tb8P00wx7Zd832SjcfmsOW8aRFOeu8R5vkyDXVcMv9+Gok0B/8gsb09GkX/gk83w/CWtp7Pl9fwTRjyxl/LmY13gutOSXNjf2X3XUPbcJOoEK/x+n5/cmRDJUcajEbrHBb+NyRz41Pta1pdw99mGHb9yiHl9VcsPbhimXJL4h6/fgdkhn4Wn33P/FyvLfQgkef35pyWrL6/Tl2fa8T0knn0rvhvN9Z/PP5f/UOR9fdvw5z+/sP3ji53nz8vcf+TnCQNvDPd+mThBba/J4ZrCWvsioYbW5l/WsJVXxkxYjzT5wd+G74n29S5oQJnjhkX9ryR9fmL/5crvui+u+sVr6DZDw6+dS4bW+wc+cq/YofS7Hw1lyeS+7c2X7/CpVFd6vd8/MqOL7L/1olX0GLl5/ubyYsNy4lVxC5gxLNHFwyvfG8RhXXlyFvrpZSDp1Zdr/89cbW/9QbeuUxf78RdvbIvrwSa1l1/h2XfOWLslzeCRCPaXDstkl/HeTvn2ldfgt0l7u1eSsay5f9bDkkTKXvvD7i9F+rXD3d9SVDHvxVK+14NOwTwS7/E73zqCht8qcfhqylmHmfFInKHkkwlw99oF9/z1x4fT1f8v/WG8tH6j/v/8Lx9fW99eN9/z3VGRZeHfUP/CXL6M3r8OU2sBFkKR2rUaJFeod3dqpUGT94MLQtfGwqW0/L5f/4XvcPx5HfalRTP/8M9ZjXwS79t5r8EOf8SL4S3j3N7/D/Zr525dfX5yRhFzFa4279YV0JcklV7SZFKUcZxkyleTqQ9G8NlObhHiRqsvrD9tMGfQoxX958x3lKXmbal/+3I7v8GE6/y+pOv/wVXXk+S3934btk55amCqm/6L/9gkJm+KDgv0vze7u7nW+CXx6rTMrwk8ExcnjD7/hAeMAAAarQZtgL8B8l/6soayxX4c5uT43gW2ecJ7f9vk5aZf+sE3DTTer/orw31WLkXD8kf3vn5fkfGGjBp4rxnTNV4jqSMsuX96w1fVz6R163rYcvpMCPyOD/df+G5Z7r8xUam2RXQIJ+zH3d5VSV8x+5E9KjdeocrFepZITjifnKu+D8flz5snjkL/1Z6h2KveFOXjzbpfWX4cyt14S88/4SufDbx7H+CCRkY93S27dfkcQNE+DYv6/l+63BJxf33l/1yz/d9iIet9/JlP7Ne8hfJ+i8MOjl/StMNXT2KoRRt6+MOmv3l/XoM0t18y2df4cxmnX/DUu77k/+alay/+0Gsm9fRnmjjBt5r7T9ct+4LvPta9+GvN6nVqQt/8I8ZXTbfvOXXupsk78M6tJTvr+tcO6w35cxoif8387BDbxteGd3xfz6kvBbyMrSvlBv4Z7aqPf8/9eGdVr8wNJ3oV4Jq7n3J7heDCfa3da/LWN2Jf689SRmH/15PNa8NdTXrqfP+74vwznxY18Parz+Cju3dNplLrZJvNKX/7DhcjXWVEUu53y/rtBrc2UpSi3Nvg28+X8Prf/w3rVZecX/IX9+wQQ1//z3gtdI9651yqfvJwWdSkbv41gwvw53LVW4ZuOad3Pa8GFOuq8Q9PN/i+pstLJ4IuRde/PUbJHtffWLxnHVZ3tLwt5JRtevnMx8ifwzvdfMD5gmU/9Wg18OW7ZgWpZ5s+9cLR/L62eodymBV78fKtJEbfD+52dteGvd18cseU/8Nc3VEbCT/+S06S/3Jl68Od3WHxLrt334MM+cv3dsfZffWCuuvL5v9Rfr9+G84vBNUjHe8vw5vdfKvw7bANF1rh+XtNX04Z5O6vh379+HNZWZTpmCkbX0X9fy+v56u6/XkxlevLpq0vBFy5cfVwvBNUMe6SXl+L1qHtP/56vP//XoNPPX4IvTy/wQ1WuvzaT5f/VerwR4fqWhsqfgq0rw3ldaWX4KN38N0yX5c26k8OXvw+HolhWz/4Yy7rrhkSyx+vJvNpS+ndUTL8G3kiXH0X/rBDy+6i/5OuFeWfH34b83WjGrn68FEvLGrSfFJ5Lvg58Eu6yW2/X4jLm+0cv73QLMsqkaS2lcPuhKpl/Wt33/Dk0Oscu/0X76cEcn7leG8n1sjPYj9e97/BRVVrvBBr0CflXlXLt2ry3f+CO78qL/abmngkt+vV4ZqgodfCNxV/oP5La7821HlMtcMXn3TWww3EsEH6fLh3Z/LP+DMv+9hyTZfXhlef/zXtfgw8q+0aK/l6/HeTxX3v8M6nzw/D0KnZf/vf2C+t5M62x+X/L+3yBzWscmXKnlRBtfcxSTwXeMrVeF+8vJei/3/4IeRdcPwX868nlxLLvgev8GnhrAR/6LzB/HDFl1rhX5M0BJj/gHfr58IBeF+GofPp+WGVM//gw3vHlVobX8p9a/m0Zc/gh5s6y/94bn+qyUIs7kEyOhhLn+CW4b945G3k8M82VxLrD/5b3vzeX/DnmxUrRTRjJLHpn+evkChD6Ov4rKxuv8M9TwUN3D061/4NvBHnavFT+gQRH5MXmytylx81i++1CuX7/2fn9/mzeWq8Ek2Rinq/BDuXnuVrXDe6ss54Tc+ff73ui+/7wusuvXK/Cs/50Fa/ke+vOVQR7H6D/g08MET1Wv5x4Zr/77v8OS58v3Daev3v14Id3eKUvv9CaWXGsnn8OXfWGVD+19wZrrWvwQ5uT/U/yywv6hPefVtzeN1kglatqrLbKvW0MSI9Jtj4kp/1wy/+/4IyamgVqXuCQ8T9lh+CauuaHvw7dLVO73186ObWXz2+0mZN668Ny3GJatXHtlInCjJg18P+GBUPnuuo33/r1DE/3PEOnr5Q5/MfI4Id9hDxPbOP4bmmleZlfDqzY4d7T+DDeZ9ZLr8M7f5wf8GEVv5sqZLbAl9nJD/PB9J48vNbyovgttV6umcv9+DDu6O9YQZreGIa3S6L/vh/zTL/hqnnWVONd/w345+2fjotdWV30+FScZ7zczjHO//P6p7n4P/LJLpfRqrJgnw8UbxvhlUZI9YaU8IO/rzW7dF9/oEc8N2ANS+/4e4Ze2W8sX4QNe0VOqfwXUr5n7PwQZoad/HaS+Mh93Cjp64Xwy96yncPuCPywWltJL8L8L1dl7xWkzyg0h9pL/u73RfX6Ebm66p+vyyZ/gu8mujtO/C28vO+8ojKXyg1IomNzZRQhvEnwYV3mzX34cHeccZf/sE/Jmo6pKPoL8NEwq1cszEWXgE6gAAAIP0GbgC/Ae3glDXNHLlheuXlYrz4vymg3b9w1X2CS0yFzbF+Cif97V2/FdtVGKf4JIeyWz/UX1/DdLeXGRIX7L+vrVeWuVB9coN/WX4Vwk+j3PGv41PeHl4IZM+qfsgYvPCFvv+PufLt/DUILItcrXbsMxXD/r7Cvz5qrfze/oFM/3TvlyFGwS/Dl7VSzOEYxQZ/HyeGuXn6/DySi2C8nMxXhySH18clecHg38EOffL89fhNq3/PW5C1w5fh/w9dg6q/WZlf7MEj87v4cjc5X1ay2epBf/1YfXL89Yd2L/L960FqLrtKqnL//Lyfffl/J810nrwRyp6urwQ3d5G/J1S+SRG/L/W4re6aRO/PvMSb5fv8Twyob5cGxfXbwW7wn+4d9lF/7w3pXXyIJP+Gs8vX2px0Oy1C8F3J3fdz8Ekjt6y//YYyfqvrxtH+n3hbHacLenwhSIG3Pj3yjv9ZZf98vkqvCUueblb/Pwj8va84M/56rcNHRei/XqG908L+Hs/wa+urX2L59zfRfz8XfSLH66y/+5u7y/uuHNqqzIi1/+f34w+98a8EOtfK8PS376zNfX4f3n/C1PIkyTnd/jwNbz/wtXSe9fKFyOQy3Hb9wS91xxo/mX/vDHd7VV/VSCQNPJLLW9cTpXIv/wYQ1IT93L186+N3PhjnZa4yq5bMH/rwnpT4bK/huVusIMR+T5MQR3uGkX17cIcMqPx78dfH4SzMd1FMi3whHV+9rpJS+/4Wyb5tufKiOmgn4fz1Th9LHhn3wa+O1fmzy9eTmyi/f61+rj57j4Zh3/+G7v4RtPieOf/gwlf886gQakB/kn/yc7a83n964q9a5t+espGTlL0RL+CTz7qi/uuGu4QL8lOmHGX6k1/4cuuvyqcaIvwzlY1DtN/+DT1i/e9/ismdz/+KmK5uri1fQWivvi5PDNsPX6f/ibz54b0fDdpdfOfINU5f2/DXc01+Y1I+X1/LdLfgk1rh+CS9VrL6v4neNyln+E8e7vNHfWGcv5pYNf/89fMCQzcheH/vxry89fON5EZb+Tzf4Iy5P3INfDs/nk7es75V2Ya4qOL6HHQh0+uvBffZF76/mBhB9aT0X79QSEfeD8M1wwqYXYjB5ij/guru3u5Xkq+vBDXXX4ryc0p/gky/irwRU32r3m1Z+Cfqpv+EG3gjm/6i+/eCHmz34avP5G+GoabUNzt/QKurV7T3P4K82b8v1/+ev4TPF9F/7cP+Cf+zWm77rh75lf+CbbL8kfIL8OeWK8M8n19gj3ewB34cn2uKUkmqQbdzThlIfgl7TrfKUv19nr+RYk14ZvMjr6HB//nwfjj9ar+FcOnuoQfVtb/rw1du6kCrNZPM/X4e+TkxdalJfQ1MlxG8LO5nlZK6NeGqU+WxuaWB/e+P1bzX8i/y9tQb+HPLmXx9H+X/3BH5HuPrX4KLv3N+Ve80lmX1vwSyeuG9LnTL/rhaqWdHF0p+gZTOTqCv/8Ny16/DsXDsFH4b1estVp+i/64Iolx9vwQ+HcmH4cl76+cUlVjYtPirV93/NvCPnPl7/Bn5t7ov/2Cje7l17avC+X3utZBubf+Mjcnd6z510/gj5fcmL/1a84/Bfz/L9Rom04RQv/wliOFIdOTfyUl2X+/FZ973+CbyrvF5fhquT1+IvwaeHMQ/WE/JV/ov3XhqNKyO/yEelmx/y/96zBeEqplvJqX8OTdeVFhuLQ/8O60g97ZHL75QRejECKF0//gwn7Unj3dXUlXNP14vzfU2L1ZJ4I5NSfl+L6kxevwvvWNL1jVmoaLuNl98K82FPvv651f0P/wQd30i5Pt1+MT9IG/hm96+VCPJNpr4mTOH3v/CVHk67aL/vl3uvLzevfcsfvzbfWCWWPyW3BXm5cdF/1oRSnVeu7BD1Xr9lSh7SwZr6DhMNKZaxv/+X7/BR3N80CbhXr2X/2yS/l8tSZ/Pq3Hu/+af9eCSG6Z/qX0a7214brDTs9ZQYrw/68JEVfmqvKfCDnrBn4X73kRvevzjUNpOpf0/BZm8gfyy0llq8LTIN7Tdj+BA9664vhrU4rMsP9eZO/+Cnk9leuGXtfhruXVj2/8v/uHpVXU9/L/L8ZDvuF1XjfP5xZ8v64Z42pQcH7ymga/imTlByL/W4cuf8vjpetCTl2deFzbubefIW4dv2//IWm8nl5h56rU9vtF2QKg38lamz4Tn38/ivD2Rs+SyBJ+Succy39+NBISsA21vfD8fX6Cs5zsbQi7m96goij7eypHS/uqgwiu35cUNcPOZ9+P6tabq/deDDCew8lE8f+L4ZTT+DXsOZ+fdjShLzyN3Lny+vVrFl/6wUWj5kjrVPfDHUt8vgyZDaSL/j5W0RpDmPo7/hupln1D0tLeTdTaQX6+zTr1Y/iLl+f+X3vxE+p5P/hnMzaU7jacLf/HZa8nyf/DkmdhniV319Bjd7WG/Jk0RLhl2zhZpafy/978kvgm57k+30vmzal19suXIM/IYO0PeX9rzFd2vsvd0vsPSYoX4ly+dRYn2KMvWHF9Zlv4JeLszSxu5J5yKklJvl8hUT/z1x/T/4L7ZmbMuq9fG5x1WqoBfD2W5pGz4z57XyR4blm/Dfuq/o0tmwLfDWr1hjAz/f4Xwx7n2bkZb+R8rANS/X75aNfDV36ye3/ydWkX9fCsYZMHu7xzXvnGjhcp3+eoQcNYpfP/8L6xycHGTM8uGLJeKyqYZl3p+SG6IB/OTrjvftd4LubqTP34azfUEu1nWf8v3/S6w9PsPHuHfPgk/ON/aHHb36QkerUM6cv+r/gl7hxY2/5QHpAAAGDkGboC/AfPkDWFH1/BJWHY8tXhyHa5+Ux42ywnNwW6Hw35vrj89SVn15qyW974c6qVP4dkreJkL6/h7z/mu6eFhu6csjXjEf8MW97d9v/DS2q8u7wa+blknX2CS++r8FG7+Guhn7trY/hne8b53Gz+CPx3JleOwxQfiv5s+Cbz5HJzy17nr6cOonvfvda8GHNKO0vr8oZkHTTvfDfDUe5DNw3Jav/wR+EfyS/U9Bp5uZe/EXfvELHyS3U2vy00ut/8l8Q83hnJPXykg9DldebePr89fZnQqhyl56nrv4NfJ57fgn2q6q36wfn5Qh0Jbwt/4Yhi/1ffO1fSMHpV/lvdXfeCbmuJf3JPDWsl534fRbiQ9/BDHJUU9j8FHJV8/4Zf/oNXtV8p85Yoe/iZM3L3/BwX8t1DW1Li+Y8jhuX8N4evNndzM1atNtnW/4ZlibOqVmsvXrqvF4brPIzT/Gz5+b2+9vqGN1SNv4L/has7nuGR7OTT0IMIcJ/y/35sZU96XeGSVm86NXP/8hb3BwvsEXNB8w+Llr1q9d4X5uq75UQeW8WCTopUC8MXtw49dud5tIiv/4JIc0fYPz+hqX99P/hmXveCybNrx3yF+vsN9U18M08cNZBCvJy81ov7rhvhesrhNyWf/BBfW9KanK6FN/Br4S5jaSyf8OSlNV/cPRa9F/6uvCek935fX9xXWvDNadfCfj1MD5fPUaiWK/68EF86Xm22R+vzKw9LXYv8mp/vxXmbSeDTw5K9PXhJ35X/VgXyWeXCeEqcleWR8Rfle6C0n9w1Hr7y9j+S8vf4IsOYR3fmvui/7qHO7r4+07R6vBHNTTYfNNmTAaeCKVd+vwYYZ5gZye7+UItmr/ov++rX78ZpL/9Eze8v/eGYa9qNoua4D6Lgf/8XefMrd+eo+RIr/9S8/Ddp+CPzRG/5Rf9a4ItYbKZBl/63fWvzapJfPUvs/g78nn78ndy+Fd75YW/nXBJ4rf5ps/xPCimPy9l/94N/J3bXgt59WbPr8uyWvJh33Xhu8bz+/Jw9c/l9f5PN3f5tuXUX/1Njm27Bz4WvPGZzd1DEf/+HNXxc8ypf+S95fBDlbnKy/f4Z5qLqNvLc8pH/rFa9w51Xv7m34KM/vP+5XgopNvhnuvKDYv9dmpRk1bkv0+mFqquTZYZUUED/P2X693ff5t7y/0qlyZrw5y7Walv34MK1ebn101IH+Sg8Fres689S847/Xqf16SREWfV4IvNCX564Y+/+CePJH3vhQaebz58M8m1MfO//4L6E0M+WOqlL8Noa//BJ2li17YX6q+Xc1Q9665TYc7WGy+/4V24Q+yg96+awh8Kcw6Og3t/yUT1fgo1qT/phT9QT5fjdP1+NhwTL9ay/P/l9qYPEfL+/n9+Qcn5PDER5I7yquv8Y7Bv4JN76vz1cgjXyl+18lak34KOW94rg/BHyxtXhyWHV6InOPbkPryVX+G77qPzt/0usElTZ9Br5M3/hu+sUqKTozn4ED0kda8FOkqquqexRf+6DGrwq99fw/Fut+7v/EeH9HKfy8Vtov/3l+rXWan1gh5fdl/9wSX11rVRV3dDqb972I1Xy2i//Yc1pL5g8UL1Bsvdz/rxfTfJknovpfBYIlzhvzXxjG4Rfv853/K86+vNcV8vv+L6kGX1V4L8Q/HMe6pFPgQfj5Xf4NS/35OrrxnNNVrmrfmb+Nxkxsnaf5NNzkeR0I+WZ3MLrf5eK/x1aygvV9/nqrKcL/L/6hzds2Lea/l/tcEe7WC11hbG6vuOylw81P/4aJ5safQzFSf34MCq763U75Lvlv43tLqOKupLZn6HJdtvcFmjxZFT689Q1p9ysM/SRMJuP16ojQIXhct3Pp2ZsSlD1xxwEvGgz/DmHe1D249f6DdUHyWuHMOLg+uXX/4vd51/8VmLuzSP+X8vwYTUNS+Z9cZPdRzkncug08hKyaI8ERXvIn4sjt+ql8MFvfUcMLVb7OUZavwtP+qfllMnHH5Ja/w/oZv1pXMc+4dt/+n9AnlYrsZvrw+WDfzkhIepP4YnL+cvv+C7d589QH3AAAHC0GbwC/AefgkDU+dV4JKteFF9+8s/rZf+rDnUNU9XgiN/nB+si/v4LPHmVu/JZIxz8+OPnF4I/mA1+pPO/5eXu/Lvchf3ug33ev5QuWYNvLvf4qYRbOJTWNbXuWq689VdL8v7Xgipbt3Ev39vmZf4V3XdevhrtXiLIwn4Tz58mEL/VpByeuq8OdL14az+6yB80/15N7g18EVZLykL/SWGMvXhk3LynL5vbhvdfnr40L/0Bn56/D97x9l/7z1ILuHlsf/NH2VLl8LaClhN+FamRP34Zz5rkqbf+FfN9MVxVG++EWvDg28EEy+byUyXzFV+OKGrX6Fvn4fxwVDteTm45l9YPwpWl5re8xt/8vw1kzXwfIiuZOi/PX9zP+be68/wNlsM8nr3y5+GNzbu1VcN8vbnXK++s/VVKnU/PEG/i+pqXiuX6/BVrWr3v3K8M3lfX+GbcX9L1+v2X7f3u/56z8YX9LrPxVZmHXjPrwVWpPDblO+aFW+H4fjFKpKvD3SfZt+IB+v8hb/hfu58vwlFCClU/fyomVP1CpSSyDWbLVGv33jU+KX1d8nc3Bp4czM01hm5Gxb/hrzdzTqO/l+vwzfhvyh//tj/56/n5RdF+rvC0IqyT3fU+5I/8FGbZPLrr1hq815iX4MLT+5hZfbHxeFvKX3rw3kylqYJwtm/34a6T7Yau6qXj8v/rXicvuWfg08EUy/9XiIckV/krL69uWSt78EMy87/uZf/BFH1mffhOSP1VeC3l9V9ivDMm5+o/joiv+9cM581/TTM9l/dcNYrfiltW15z5d0X+twrXd78ZkQFVrSx8G3hu8j1w/cIeP7evNrSRfr8F1a1bS9+G9pIMZFtjMb/e+HLu9Sh4ySezciWcPy+T+G6V9ZX39+e5nnBdm4Q2KM6fDFNPD7318Y7/z+m16J5/+X37wzPf1iWscLFJhdBvMrw9Un2bN3d90oybzjXovr+f2mp0/+94yYr1Dt7+MShX6w7eZbUjUaEceBr4Z8nOL5jxPh6Pov760X/p1hfhKXV57/hjdPaqoyzh55nuuSfw7XfP96r4IHxlR/XvNn8tz/+TDAyv8L8eX7arKeKNIUVrknDqLH+4r/xFudnKv/PXw1cb9eWL/4WqvuNyL87i7IPPDWlG6LK8hul/wYYjn5Yqdm6X5f1fWrW+H+6q/Jmvw/Zmi+CPFcP1HL91rB0X/Sy+HdHy91+Cbu95PBJ56uMOX9eCDxOD5bqm64IbpU//hy7fL4SeI/L9b4ru+Tfwzy9RxMf9+C/zdsn+41378OTGXu5zDwbcr/uu/qDXy6T14I669MX/6DM0otfnWWvz2H57eX/6DV58r5jwZSc7hFL6C/Td30o+ZMiMoNhy/+oey/Pj+f2eHaR/z1xj//8K5Y61rJKxa/5640Mpi7X9eHKp068Oq1hyIqjnR8Nwy99Mv6i5gzu68NavXhF4XsDh6d9P3DV1qo8rQf/l/3wVSXbDmfhj3b8lSffr1eTdFXhvG6t4f4JPj6++G4bpL3WYdDLv/9b6ysv93ReGR7ruj4rz71ND69r5UZoNfDR1XILApp73P07Bf+GuK3Xz1jST9+LvukOL/h3D8fRUGSZtuj1Jj//BJlX9flk/+8vui/elhLW9tZC/q24f6ri97fXD1F/8EN74x+Fc3fLFtYb5lC4//Bhye1Wv4cy88Gxf++vC9cd9uqq/3+usK3LLga/J9y5K5w2GVqP8FGSXD0jnwy/X4I9VK/4qfz+aP+CLy+q8M9kSSmK3IVPbdOX9ejXdMbq7gw7S8Juupi7Jf/PXzIw9n3/Nn1vl/6wSZt7/hzpOsn38HJf/oI8/e1N8i6ZwsLwSXb8rL6/nr5FzJ5/PWW7+vBF5db8NYZFM2vmCp6fwScwbWKDgvru4MMbXu7yA+oyd9+aZJpk8UVVS7uvBcZ9Sf9Rff8E83TbpbeX4fu4ae9VNNe8Uo/VCXhqhAlCDuuUKJbrpwUc/ru4+isfh62vL0t919uyP5ff8FUmPx7z7u/NIvevDfmvD84VHF/UGvr3560h+ngTPW29e5adeuFF9fwnWI+5Y/wW1rxXyy/X4jIeHF+Ee8PwQkwmrD1B35MuG2zF++sFGb8qBN3d+S0lrwlS21X+e6Hpxf+/ZbdsnrhBv4JJNSvX4Wvfe6lHQg470b0EPw/j/hm96/SpDXD3rXBTJny49MuRHLf4e3DeWy9+UM16EPwq//DVPaX2CMPOzfgvzSve0z9yjcfwzvbUZL9F7/+UnPMvglLy0z+YX4Wuuu6/gq4bG4t8Fm7LjMQ7OeL/gnquXiu8H4nyc7MdcG/kkU9V4J52+TPKi/79+F/DskLM++xlGjiTBaX2/wS3u6W7L89cOSujXZBcmfWC/BJnjsk8FW9xn2jF2tv9oDygAAABvpBm+AvwHqX/b0GpZf/LDPP3Zhze8meSv8N83rwN8IN8NxZ+vLmfX4JIZUntX4Zf9PCXdyS6L674cywCDHr1kmQXdfmWv+Tw3fY+K8+vxuiL/7RvPgNvBBe971paw/LyYX/Dm1dSH9N2wn6fk8NRWMNX9349PIW62rPV5Z/y/+oc8uKHHb2s/+C6VnSPHmpS+vVj+7vfJ9F+/xOfMvv+CHWuGvsFFSek5/neg18mt/nqyDDueYiEbyLr1jGt8FXNmTNIYlbYLy12vl8MqaXkzSlT+CGdlurBRf1rXKvE8rFy2r3rwzd3kvh6Kq4svrn4/arPGc3GavL69YbvZfVc1+vBbu74j+vz2j3f8Gvmu95fXXJ5YLzd3l/fw9XKbz/e6w7gFqTDclETL/7hfN8L6c1qrfk8N3vWHaH+X/e8v+uW8V/hfSfk11KjIHyW1b6ycEfn2X4LszGklwZfv1BdK3viuvxEesfnFJODXwz4jBeG1f78170/UEXmyX4LvJxvK+34W1SU/4Y8qnmv5PCeb5Jf4Vu/P5XwfORcOxBbwt8MzlHQYSYspcoxrAYnaC74sy8nsmQv9+TWr8EJT+cpdBp5SCvrz14z7/gin2vqL/7gq1l1V8KOUlfN+EqUt9Z/DnL6/w1L/Mv+6hfWllux8zFfw1VdfUhGnL+XqGa6WX2B52/4cvev553/BFD3J7ctfQK+RRSXGmU/sv71gku9a/BDlyV0X4nk2O2PPIGxfv8/U0i1OJf/N3aa+g1OG71IrLX/66/DdrGal8iAoLIr/hryLrDsnv/l+v3fZ/8J3belmivNmwuyvCM8tOTMhHv8EnHlegw+w3T6wZ4mr+/PUf7/y/0+Fab972/noNhq+GSk+ahBod/+DTwUEMm+97lerD56kjf/zTr9eCLwrXLL694d7NCRdU3Rdruvyh4uZPLvL/h3hf7z3yOrrKLzv/5K3P/irL6o81vwxqtaSsPIJkuY98EnHWjgrzlaW55fBn6Jr8FNtdN7VN/leauky+/783+Kzekdv/DMPVX1P6fye6s/8Ek38V+XV5fd5VMGnnqQ7CDl4X5fBJJ9Yvz9fjJPbyL0wRyafxXIB14Yl46THrrw/mVm/xMud3156+esaDDE/DnG118m7rwRnJ/ng2L/6syb3+evhlcmvk8vU2V6goyY13u78Mc2LSfBk9v/ghhI6L8FeIzflP+C6+pP5fgtnzrXX5sMyWP8ve9947k9y7bz/89x4ZZ68N2/+ev7tNYNi/1/4I7pTyw/Dlqqr/DcXd+88NeHd3nDest6/aK94u/CtVywn84ol3/v1Bdn/n9/z1SCXc0f/DmX6/szQr+93y/966vya3Xgu5r3bac/BHw+9uAZ+bmZDqgvBPncZfe1cV9Ar1rls23uerz4PlBzkMtFkvcGHLvhLM9V/iFv1Yfd21y+6+XeK/ghqq9fgnmbmytWMv7+N6aWXMv61W0/Lo738v7+Td2yeGe7rGrn/4SvWYivXeGs9rrDSyv4NPBFzDvssvr+CrDMcb/y+fO2X+vD2N2fWBuKjc/utZpf7Bhvfmib4fOP4dlgp64VkxcJtJ6ZwgF15NM//hq66/D0t6cLuRVqoZwziP6NlS+bxLaiSNn/wrzebcqlSC4JGpN64Tbpm89Rju/k8I5b3dc35ff930/gmvfV9QbeK3l/LKX/3L3bl/1wR8rGvw55pOfDsW38dK/wlI13p5/PWpQ250iIo/SOX3ttIEVt8gPwRV0ii33gpnzzSSJvn7RBivLWT/hy3qvkEyB6GIZHXXBr4YvqbPXCfMxnxwz14e21jjKfz9qMqWv/C3ls2pe6j/phsPzeH67vfL/KQkq/+HuTc9+bpq3RhiRn/vJm/Nu58+Ga1rBL5V+//nr+lDMtAvCxMfpv3sTC8IdDz/vrBGUX7H4I+f8oNfVte4S3vk/4JcMO8Z44tffn9tD5J/+aP+/8EOq8K9Yvwzam9fkQtR/BDXGV78NapE1IMbE7TS/MEWjputDD8EhOWhRV5j3Lcrw15YLwzan/ya2/lJu4EJfYK5Mu5svfL4LL/fsuXu36ghuN1cg4l98nBER7VgDRfLJ4Y5b05YL84iOy3nX4an/I3+CQea4i+X+Tl/4JMu8H4Z4nSvhlb/9dZdJ5i/9YbKfp6jsXyiv/DOX6/MRHif1n4f5cu7+Zq+ROeb/C3CBzWvbvqY/DGYf4NPefNeesMO1/y+veCGML7u/DWlPmGQdNv68M4yvVzf/L9/iMXL249rvwREVeVP7FTZ3Py/S38v39ArK+EdUPfe+9eCTe+vw5uM4XrYKQtDLrikjhY+ub89RrX5+vD2933m9vFnEozc8Gvhmqqq+G5frziXxFN8+Tei/S+CEmWjxQCBQAAAHQkGaAC/Ae3mDSbf8TzZdnfhjc0dYd87IwjPY/RffdMP9Suy7P/4bEG6Hrwzz+vw3b/bL7/nr6mnpa5b3/BH5uyDfw5N41T782ysS/+oX6SzVW1Ge//w1I61XNyhv/vi8nh3TpmV3Lvquxh1f1xONVf4Zk3r9r8zPxPOv5f8M63U+tzHhsMbx11XhX4MN3qvFw9cVgpMeDElOvDnL6o45L2Zg2Xcr+l78la5ffbUN+IaVmqXfwa+EpvK5/y/f/4a7G6+cHHmYJ/w34cj77Zi0jPxF57kh67z1PKe//Dd29VMDTCX6f2bG6+/NysZfJ/rxF71J9euv1Yy/94JLvx0HHkzMyB9ebuXfiZUGsLav8Nz7LuWeY8ER/XqFt0oVpjn9DK3DCveGF9jXgmk+o1T+Isv/uTUJH5/Lpy9+Gcl6/h2LkfxWb1e02vDfd8OP7/Bqt1BZvLkmZMZ/q8OZvVTrs5Q968N9VV4a1X+/c9RlD5z2R9cvq/hLmkklnqi/94b5sVfw3sblbL9fnr5XuZC5P65fhWbXkhHI3zdQI9f8LEx7/+GZw3Ymbr8PX4NxbWuCW+6k6UkHPwQkrXvwwVxX7qv48VTA/W+IvPjebAl1ANfJpya/CGfN0vlf8OS719DWq8EEeaP8YQbtPyjnhVJUMZ6V4989f8eH28K/DnctYUhfDbm+/BD3OzF+S1piPC9Gb831887pV1Z6jKPen8Gfgk1rKvDeX60R8a7/gip2nOL7BFm/BXhnZ9SqeHb7P/LP+i/64Spv8sEX1/BJ3R1Xgr8tp35fgrz4pYkOyC5pAk8TnfhnbuoZWs//z18MRb+lpfNvPYNfJxtdesX4SrvL7/PUpKRMq3/XX4X54q96w3nq5i1JhF9gk7mXavCuTTD7XRbbxjxyBOF2J/3VpKi/fuI3e7ZNez9T78VxecdGu4NvFb3ZSrv8/KbkLSKf+a978LZLlXqbJU953/+HJ76/GXldcv+uG8X+5Fg50fl/7xNd5f/XD89Wy5/L/XYIs38vz9fbHi3vd8Enj0LMPghz/avPUNUTEX9ef0PX1/+/sEfkvKDjza1KX69w3ffvmUX/fd/rqy/94cluyHOXGrLAf/xVV1pfhyXYZe5f3HyYB14a5mXWNp/h25/++NGP4b5dSddTm3j/vwzcMveDw8ov+ev2ZCruPS/f77nxl9f6X4IeSVOK94aef+FebqfD7lXWMGMXt74c0rrw6tH/BHtHX+g1L/7gknyvvzb2l4ue8+1WvPXk5I+tQTYZj+2uY/fHUH8Mxyo2yNm++E7TN7nSeevz63rwQ7mj636heW5M4ZyT36U2y+vuCOtfdZdOVcG3hm9a4Zne8MxEMJS/9WXTf8/D6hLj5/iOf73l9fwS5evbWx+EZl/Lr+7/BJzb1+Gor6+Y1GZeXw5jU1lfcbmuy+/8nkhuRUf8qM8Gvhc5dWS36XfUPiLedP1DMEj9Z5qQfdN689wb41J/wrrN1mLQezpGPNxhb9+CjzZmyw+GJv5fcoPkM41cfnr42K71XgwltaWdtfw5rbtl9esFMmb6Yhpd3OX4J84Edy7zxfhuT9Slrp+DVdShrHfbWHm1f/v020X1/CsXrMxl6wkecGJPc4lNX4VqX8S58P2LHrD/hm061MdtByWj9+HLvr+4buBF9/wWc/nx98PF+E8mJdK/w1dLXG940+YT4d+5JPTlL6d1hnx5oXwzFOdyGDb1b8sqeH+x8MWd+7q3n334jPHF+I8VzZWuX/lonk/zzt+H76rX/DU+PaX26Mh24lffn4cCb9nv8GnhXWafL/KaZn//DN+9fV0hvC8+UN2b4aX1/L/XyL7BRe71qYdJ42a8fUuPubrqKk1rLkXzMwXKEwStDTp9GeVy/8uevDa4Z/zjhfD2tSe7MX/HYQadv5f68Iz/5NdaUGxf38EsS53viy/6qCOq/fhPe+P071y03F5PDVVC2ry/PCbk8NZZNnnIYIHxTlnPLsD4+CqkRJH/D8d3c0p/3fKp715FzH9/sHdbqHeonmOtd3xzp8EH4ctnfb14NvJu5/L+vh7yye/n2bEmYpx8p5Whz61w5vK1jl6dQyvMUho1+ve4a6yWsjhr9/L9UrYJIwqn3Yt4rtQT8TxVr8PgkyLKfYOEPhXDCi28quspYAg13aiaen8GE8/aPIkdcq8CT93+w4tH+N3pu7Xmbu7iG6U9qXEpeZL8LU44uy3/y6JJctlBtFpa6/SeWonTfm2q/DZR2AcevgmeabfWDPwTmk/L/L8WV9Xe1L+/hyXPU4UemWk//BLe5ax7vBXhnqq+Y0Qhhq2F5pY9+G+T2mF2WQX/l9fz4Zgh3Dgnej/l9/sPVV6BqGGTZDU4PzITswjcXdeCKXv1v7/DM8vUj4b+eGP/BParly5Rz8F+T9alF84JMLkjpfQJM2r9Br56qdcx78xf6XtdYJSO7u6vad+4V3u8+V89kFJM+CGXd3qA9IAAAAkcQZogL8B6+YNckl4I61Uo1eHOpvrbCDRlP5f/v89fx+5k8M8edGplrZdx6aeDn5p+/8+X8PJZh4J+DDtk+bXcEFIye2iv/PWReHFvP/PXXg238v/W/LgNi/62evwkwnfRfXfy/WuHbvbmDUvntdz9S/vvBNz/LwtXcfBFdvwy//Zc+/wW73Jn1+FeWnLB1KuYX/fuff89Z439l/erCmpv+b5Pt31fgk5PY18kGxf7dzZvNL4bta6kUm2Wvrw7je5/6Va+ss68OdVYyB8l//PXw9a3cG8v+lhuVO9ip4rlQw8rnWvXhqHHv4fn6f8/X8Ne0X9apYvw1rdZxSN3LcO2/fhXV+lCz1Tijkr/8M3r6bPhTc+DTwzV9fnCccmpfv88osaepO2//PXCa4s/1r/nrMHjIGl/v3BJda7H72kr8M8k/Tq5Y//NtN/kvq/XL8l2/4I7hlyaTQcl/1w3e9fmVGWcF15d7ry3v+GebLhMzYem3wQ7NkfC2sl5vUodP+BB/Kzh/RfvrBHPnrXuW+/wRdN3Pw/PL29qXLSw/LiHHVRY/8O1aDxVmlyLh+hfeycXt/HR60bVf8Lzyk+XLqUZhvRV68EJLdcK9F6DXzTdzx5fVpXDXd18qxXuxaX+7oOeK9v1snOn3nqqci3p+oY6qBufN1EPUslGP/BHprP9efr4ak08JfhLV+bPw/WSNdayZFOtQIaE//js/+WNVsvuvh3JuTPlFXg7Zr+9qycny/fWCHV0n/Dmfdfzjg6e5f/UMzSoq+3giXL/6gjpuYR80G3hOt8+a95s34cunaX8gcm68Kyb7cng+dGYc8/zear8EWTPr8nP/y+ecv16nr4yycO9eCGHqr/xL9/gk275Qbee5MWc4W/+G4fUPmFpke5P158XyC5okI974iUb2jef8E/mtK+DL5P64SeF+4b8f+sxaGLiKuenwrlfMed9RmMn/rz6z3MZ/4ru/Ln1YIvrWoK9Yvkfu84sv/qbxRg18RjDJecvXhuqtkxcRkl8v+vXnq4dz5/+FYej941S9Zfn5ThQY5994ZjqyU3mcX6OoXuWIb+/5643NMj9+E5JcrHl9r8tK/4JMt9fhreX9jeX9L6/fDfDXhuneqDj+v4OC/f71Ost98EXL7UX+vLqs3hPjEvNzZrzZI/16Qv/fBr5qda8NS06/aOOsH34cpvr9s6cryW9frr8F/iePNhsTOewlz8Go3NUcLpcS/hu76neff+X/egSYYMj8X65a1wQxPIj3+rw3rSXM83+X36wV2171xvtmX/rJx/2vCfkfKQtYN/BhbXtu9cJeR/5/DeK/KJP9X//+esMTNh/91kyvDtzV60nm9ZkzImrf8OSx6/sMOIikv7+KufX2t62/L/9m1uvDmTVb11CbhtZ4NfBHrUoxl/rsOS7arBH52/r3m/89Tlw5TnC/56/CZx+j/8L7293XgmvEP/BHC/o+78NeTqGpU4/68/CYJLe//DVduX5FihaV/wz1LzDDIsNFGSff5ZPSSXubPW+Xu9d4LuI4sm2Z0/BHdLy13hnqZdfxhPX+CM2f2gz8Llmyt7w/w72/8EU13nF+GqripsMik/68XyflyvNq6Xw1V9j8+HI5vBKUjMkqhiZ/34ZljfqHr5dAhp5Ah3/P//wV8eZO3WR15V3PwV9tXc5h6tYx8OYS/rqPlFQ3UcHsMou9DVvggu5jU1llvk6k0lpkGkVtGwRf22S5peesZ+M//Br7u/8M+TqHLdr3R51sd74YvaO2fGpVhcemDhWnDKJP/4ZyhssNUov9GFcYQ/9eLrkNXX8FvOvmpxfhzM3Wf049/y/9YU1fkcQvy8ND2sZTMfh2/L0l5nvzyozeQK/8EFa+GbtHedPtHZ3bypG4ZRGXwvXBfGGf25/izoiH2Ev+HPFanDx3PV1/8OQjXGXdwRNmC7/AT6paX/D8pt4/Tuu5cbmX2TBNudm5w/S+F5S2u7t5vwzDnx7cvtX0CC7uVoZZb+7nGlCS81Tv/4Wu961cGi76+1H/8LxfqnJKWeF/+GL5vtr+RQm5wNPC+Jw7z9z8IMO9Vqn4MKxllY9TYoJsdliG8/bj1dDFsyLUb8xl/3wrXVz/w+MTmrRx/BfOlXcZaflhqVsPvHjHSpI/jt6p3rfWflMXmp4ZSaEsvt5QbL/3gqlOJRnErfu7fnu+H3/zX8NeG9T86E+k6KWHOo+FcmapPV31IHvEo6n8P13hCtwfWZOx+r1dVCthwfl91vBfWvL/SJ5v/57mHb17HwytxDr7nz1/6BB1IxML0GM/5/xWWtL/+GbRt9S+tIf/w3qiN1k5llQYf+CfpuR/nF+C8mq5uvfGb/QVecr/wxbXBn4J5ZV/P8vw1RdVQotc8N7P/4Kr34bhgve7D56/mmUv8L53SYsmXl35DK5lo5fwYStZuh6quQWH0TjYqMnrw7yNTnI1ly/R8/2oiIfXh/l9Njtqa9o/jeFiKLhiLoa8ORvf9QEOv9NVP/rwSE1eKi/b+Gyrez46l+vwt5L4c0K4aj01kBhf5f38F9833dfx/aC/hvnuwKaKWLT+vDkqCZ6a4daGjciWOFP1Bn56cYcd3/l9/UEkL/X2K8EObOD8FG1dqS714I+fLj5tXWX/3Cd9Zt/hze/ZHyhf68OYvHMl/hhhv4bk7FE6+fl6J7fnuA9LJbe1/xMmxYzj9dY3K0IcefuXM0G+Z4wmRu2/Xgjnele8G3hudljlgvzjI9823Zee78nD171yP4X5oVLibfr5qnvRS/p+CKfwy9ufhbpKkNVXKljMUP7o3f8v/2GL5vaD3I1dclYVjR+X/tQQT+01cK7OZ246rT3yI/+ur8K+Wk1NR88NS5wo8mNTaJx74ZyZrZw6tf/4f5jLz9aqz9nNf4bVuHIdvy//Y3m+9qFyGN3lFDnNydb//hrL7nFvMuNaf+beSPw15bce20ZDovvrhuLxf44/caOrD0s9oeBr56l+11ETcZXrL8LSZ+XMITvholJ4zK1RS711jheCXe+r6/eJ7/ORcP25oXm9lkvT9wYdViHFJlct584TXCpv7Pl5okf8GvqdK8L1rNJdSd5E/+iSnfqST8hfe3Jy/67zfAe0AAABi5BmkAvwHoX9/DQay46+5Ae3p+/4IuM99Xk7l35/f4lf9a/C/hf5duW/JkPS2N74ry+615fPye/ENPgom5NtRvH1B0X9/XpC/v4It7xx82bkz+CXqnyvb8Xd93/he+tJavlvyF/6sM9Wcb40L71+ev8N5qT3PX/LWsGfnrDN6vf/BD4R/7lK/DWXrr5B4dn9+9arz8Mzxqf+y/k/XhvxdcOUP/rL8EMoq7uwXkvv8OZYvtLPX/gvlRkLyCz2q+Wh5lFMG3l8aER8R1Kb2i8hf/cPTy+5vJ/CQL5mPl/rwnWm0/Pn9XHz9fD8pW4UMSfnr8M4Ofl/3U/D9dN0mp/w33dbYhr/9Yv1y/DXnfl8zzCcZmwb+bLm/Dnm6yIzDxfhvL1fPXyHL1L37ivHl5s/BdPLy+tyUv16guyZiOL9+CDRS7n2/dsg+WX8v/eNlt5vreRu7/IBP6nOc+VP156wwt9/rvDpLVU6fLyx6quPf/+IKnT8/6hXquONGvpS+DfyTM3pdY/m+eNOT6fuCTCz6Tq2rwUTtr3RVJ4T1fzZe9Bm9ahJ5z0vJ4LL72is5tY7Yrw3c/uuHRfk4t9b4a3W4Duyujo/Bp4ayfXhrcvXgv5Y+WDnHCpn/n5SDgefeNNd768EXlw4vwQzdL5fk1evBFdrcrw1Jr+L8IP41fWX56+Y7IJED/wQ034vwn4UWismPwtvZXe4/Dcu/Xnq84SPDwaeK5ZZL/l7RyL9cPw/z/WuRlJRgP++//LVP+CTM3zb1w3J/FtFXZP/kzN35cvX+F+X8c7b8PYr/gq1ks88Wf+Vl9d8M0qjzJRqX3/5fJvy1q4N1rvdfwUbUhJqgy31efr5XQj7df4T7hRsVqvcPVP/L3aZffWgzL91Yh3l/+HJjS17/huHA/nr5lNvy+v4Z5/r5CoiOfw1cbnNr8YlotF/7y8//BJq+UG3hvVev4elg5V6164fi7143Tl/+gSZsrMX4I8+Py/fdutcEMnk/D99NovhY51qfDL3ivBL4L8GnijMr55bL9/hniPqYJhC7Mnh7DPyeCTmyxXgg06mXmLZLuvlETnXaDPhm96+Gocx5FXyZexfz+hm4+i/v1ivwUS6vysag38Xd8/6L/9m3f8Lb3V90MpUt5/5PBFtl/F+Gci/iPh7sedZl/voOZqbzBMZmv/y28mvzVX+evzmQwtENeCTdprLXyhvj9Nfw7SmDPsL73ce59eETQUXgifV//go9Vun6vC3bWZVdUTv/4L977njX50M1/DG6w778vuHXe/XqXCnHr8OXvXyvw3sa89f3K++tcvwS1klh5tj9l/+/xeEN9aqS/303IX+//LLTg18L6KTIce7mSyRSrhZmfeuFcNal+ZflMm7I5Bfl5wxyXL7/ggqGqK5uWclX5nW/CPE9m2pva6X3bTSD3Pje1XVTctSKWhqkYYfeX/yQv5syxr9y+af4MOOtcc77fHJpPo3Ku4K+JfPLj3PNP2Wfh7D5HdJnqF7pcwDe7BC+2+X/5fr8L3PtZvxdN1uhkF15/eFf/+fF6gR91z5f61PM8fhi5Bcnl22j619gw5s27gC4G/ZO/zH4Qbj1K8LFz/lzKNaf8GZf/lBFjL8sja/KTMXX4Ior5Wy/30Hud65uJ5h732G+8/zeby8V4ZLk9fD8U/5g08FpHvI7Xo9e4T45K59357BKSzWptVtZf/cVd8//y8OpIYNvN5MP4V5l1Wt0MUjzifov/0CyI58V+GzSl+H7pdao4vHWnCB+f8Md3SvX8/Mtl8N8uTClvm+OpLkQN/Nqv4a5MVZEpZ/ivD1SKr8sR2Ysz9+ELxYIv+XrfwzD2Te5X9QaYfifyPXrUFdxXzXzS+g0X2TmiSSL9/YLeXM2r9OX3//CXcPxtnX/gwu6Y4t39Qm7pb6QJPZfZ/zeL5d87SeGygIH/XP+pQ/DEP3/BmuTOZYZWS5//ZZfpb4IYp1Lzi/H1T07tvX9dV4/yROyl8//DV7185UMyXL/KR7y+GSruxMXyz/4bs3ntTJlg1P9eLm/vK2X/XD/mxO99Xw4ftf/8V3ayf8OVl2vwzZt8Aal/935Na12QS5yl/3wR4ZZbtZfkteQv9fAe0AAAGxUGaYC/AevlDVXp65aK9+CDmy7fKZMmd4eln+i/v5+FT3Reda5b7rzUrv8N1177c6ggaBt4Z5t1+gyWrgHw3uWnhzWv/nr4yE6ohf89fvPL4a3lOrPZT7Qp68K1fb399v4aWf19kz5y/9WGL7z54XMu+HL75c+/hnUu6h2yKl2DXn8EOT03fnqHplsFpViBYs/4vd9Xy/64IsQsfQaeevyqZqS/rWXx7HwnNtd3/DN3189mQUaXWDCancu68MJY/Xl6b/BFSvw/BNuvd6r1ylL+vghjPMtr7I2Xyd1Nqv5r7a8EXTfCDbw5cu6/GBdk2NeG72/hNWe/Xh3UjPyXklXNyTPzGSA3+G73r83LmvDWZeHdC+mbw0vuRf38Rd+X68RyamPdP+FqkJ/G4xWav/4bzXMSX5nFNTe6hjdZ5V7Yc+Hca/5ffvCVO7zNGcX8229F+vy3RYNfPUOYBvPFY4cr5f/s3V761Kkngw5bz/18lZN/BLq3J/ll/+wW58uRfK7C/Cub5PXhXH/2TjBI+IvpuYp/Ds2UhHI8+z/8vgEn/v/zouP8OydsvIv3c7fqmknL/3hvCPr1+dWYaj5f67OTMfD/ez/kLd/xeS8mZs+FuWm61x0xluZ8Gi6wReHxrWtfQLa63fX4cy/Ugbxk2f9+W14Id3tl9d0xtzz1J8Z73xDxL8itkR3Pvy/p04X6qQH9VtGt8/++K/wx575cfN6Pyl9/oMZaq0k/dfMfmrfgwuUvKgLPq84bMp/4Ib58ll/fwRzGXtS/BhnPVrSX488q+DUv3Xnr75o/Bhyx0m6/M0yH/E29Xci/8+Wacj/Rf36Bhk+ul3w9av14XtTeu7sJNClyf31hbcq/xCwz9nH9uB9fYc5LJk584YnBjP/CsmEI77qOzVW3/z1lul/xO954967vV/PUgqG4lj/8Jcdpa6rybcmLzXfBr4bveuG50o/Xiolw4tm/v0hs2avfz5y4saLoq/7XuezHPcy5UQxqx78N5/rCXvUgX/wRebx2X5XrBJdfPl9XfCV9wxlvf69+HL5h5fPN/4f5M3e5p7fDklaO3jy+y5PBn5COR38GGVN5LnOMPhxuv/nrw72Pfgjzf8y/u2oIuW8z1D1a3D8dlt9ZRmelotwu8bM9MF77wrP4PZkn0XLkB1M7/Kn9BeZwRKrydS9l/T8L9Q1owp54Z7MDWj3/Ct335cU4jfAi3rxMfp+OU689fNSRF+ephEyxDz6+D3y5/rywx2Prz4u46Rfl/7cKeXJN3d88Mubfhu0319YcX6Il5dVg6L6/gwu4r7vBlHgj0x3+TxFLfd/gkvedv1i/NdP+CDwSvXWL68KdmDJw3Kn4c7ffeFaz25IfClH3nT9PrcuBWpWu6L+94IN5c3L7l1m6+VWdEjZH4f8200k5u+v8PJO/goqX5/6g98N3m2/zM3KH14aqz+n06GY//wRXDXe+vwQ3ETMZ3NdKWXCZy//R+vm062/Nq3Xhnqq+jMaOL6L6/ZK1/LFfBr5fNvoPX3xRn764vD0f11YZyeTXP2OG7f68Et75X8WX69z4ocX6UKkVf1+Lnx+QjEOfDPLfWodc3+vsEmsuy/CXmuK7rwzP/2EOOv/x9Vvu1bXL/1hu8NChr5kUPrJ/Je1l99curdl+65Q3I29fmiff4LZu69N8oNvCubr0NSXCWpPJKvTnTVgWKX9fCsZcHza1hdfGhakfQ0V/9cKL/2oY6bxj3Xxx/Ve98XyZLfL2X1/eu1Xhu7vZSjZD/XhPy+b/wTdSalvM+0HHkk6pFyX6/Cu6z4+vl5StC+evw7Pr/hq9qv8bX+J821pH8M1kzl8xLLi8EVV+g58P93fWmaHG4c9+tQ7h3z7MD+a93+hvg+uWwm/PKfKX9/mfeCWtaqvq8lN8Hfhu8/rh+9p/L/rYeuf8333WOHj/9Xk9WC91XXhnl9vxkM5Rdp76tL4vy4q8G5f9cN3vML5D+HETi8EO82wSl/usEOr6k8M+GHRLHO/y+/4IZ/psC+7t9wb+G5s6/w05rita8ngn55SfE/iryTRl4/SX9/BPvP5pevwtwnyLseY685/4/95snkxnuXwXa0uHuw8GnYc8vX5nSvIX37wUc0jIubH1rk8ET3Yngw1fUxF5LvlHJA+U0vJ5+vJLi78EfP1y/C+X8KNW3eELwq8HZfr8M10aOpMtwhaMh9+CquTzyrHGX7L+356xpP/p4nqxZfr1DXdV8eitGe/C9CGPcbZfY+PlnXnCvwzzSm1Sh3W2S8XSZzuQl8M5NDSuNhFCqDQ/Dik/ov9Pgi8ak6A8oAAAGWUGagC/AennDVZVyU/Rf/U9fJbKUfZf+sEXMSd1eJ5cva/BBytV2+VpKUXJ5Rf/hyjk9bwg8Z6L/1i/Fypen89dSV9+uEHHqLGrw1EOdYfwb/y+/0HO5rr+V5UDatdqFsq/HV+b5ZlknUvWKvDOk6evw/EwFYJXpe5PNzeGeQeDpqi+2X/xOJ/yLwb+Ft6ZM9Th6cfKNf89Q/m1C+/63wpMSdPJmtVqtkvit4lzm/y8R/5MvyF/dcF938V1PJmv/hnl5WYIIh8Xraj4enXewyeGsd9uKY6WuYJBrP9OX7/PUy8Yaf4M11qQVvXWq8Mz/rDUPAZpxrP/gr8sbKSV79+THl/w/XS233d+OtdfGCPzDy8E0cMvnWt8q8MXf03X5S7bo/Bbnk/lyw+EoroU2d+WaLdtPvUovw3yy5XKmYF/g18Vyfe68lIv14WkI35txT18gRf15655mn/1+Pu82/kp7kL714VieUnPnnFDDlbG/+HN7Snnv/wRd31l9a9kvP/goLLj7a1wg28OY0k6qzqoYdxDk4Vos1vhuePXDHcV/8EWpvvXhyOfbFE8negAf84VC7n8vtKX/twxLnt3UN3yf/6wfgjl3/N74dydWdLu3t9/medM5fXns+BH+Ls/68NSf04x3DF/8Etaz58Yl/6xeM997Xw5tHZ1CHjgfKEv+G9EdvifwTeE/g39Wn8/Cd6aP68Enn+q9a/BPP/LkwZay/69eGa5Gr7G3/D+Re0Zj519eGen4OPDPmavhtJ05FD/gkmgZbYLwT6m5fJVeDL694a3tL8sA0mj+869S+Fs997J/kNNyz+Suffgi8/cryWp2/hbe1LOmvmfM78NXNnLjUpbwa+CKm/m/Wr8vml8M73UkyK//gvzd+WGrnWd1+XyYr/mrVfi61y/+uEngv501P72fqUu2oOfDl61KKjVP7L/Xi9WWP+/y3t5fPXNUZ0HYnRr29eCi+9Tr7knu7/za0wa+sVL1BRqFXHefalL/up+X5rMWbfxMme9/hfeJ5Jhf9mqmxP/ghvuKKvBhq8MvfX+EGa3/Ddd4KNM8d77kmvDUIbovVSiRPOt/z1lmEXPOH68Em94ZvvcV6g28EWX8svv3lruvBDkrxfgk3a1Xkk3/BNe98uM/DNVpYRV//343SX1/JKx0taD2fF6Tvahvy+QznCo39LXE4ae5I/4LOPETfXqQj1+F9NZSTy9dobgXg08xLmZ/nKtEbXV9v3BLdlyeuH4dn/tVnp1DsXCeVSGO1/8ld15r3/Jnkb689fBRxUvoXzbdZft/D93fL9uWWLncMd6fua9tWX+/NzRevoJbRGZUmfz1oRLiHh+DTwvmyCF63HkeUkH4fiyNoS+Gez2+0XO//BFUn4PwSY2ZkX4wT1wrJZr7O+ZP19P/w1NvMLh+3JAs4rwm4az4dzfDlxn5c1x33/8EuPV5fb5ZdN6xU9vC27ivF1If5jUP3d783m0Gxf+/L/9rh+HOrS2z35jZf8M5I+GMd/J5N3ov2vhyfevjnV/4IcMZZ934Z6pr5B8wy9M3gm8Vm32/JXWDbwzuZBr40L727+wUbkJ+ovL9cq8N3fWfkD/5S/75d7y/v0K3eeHKX1/Cu73OG+vlQljy//f5O5cRf/sN3IU1/bGEANVrgi1r0lYJq1hq1n3ov1+6jq9eJ7jfPdfhaf/Gl7Aw+d//yaRKv8v9eGopgp8XWBZ/G8IH0WBr4IMudQ7CYeS3i/jN7e6usF0ny97nlufm6tMv/qaT1f4czPec49Mx6svv+Xy4DXybvRf/UE08uOe8vd+DDK/Vdfxvspf7+vDHlxV7iTzB776xNrXNi/H1lv42JqfyTP4b2nqElVv8M8Nody/l5Lvay/9YW5fXL18OrS7p757j08OS0vrFBs+s+LLdT3mDze+C2Pr61XDPz1+dBPqL9/QJNZVxTfhrLusa9/Xhntncs8jdw6UceSfwzJXDZdZqAv5wf/yerK8FE++94L8EmbfvwyXDqQmqUINz8Ghf/sEE9pbaVrJ17DEdgQD68EJMv9l9fz8p9OPU/fkyKP7pn7/wh5d4b1jXW/oJ8st3f4uT/my/dLdeamf3l/9wUa1lyJcKNBx4W1qGsU+vuRfEL1Dd36+lJtLfPd9BYecb4Z82qqKQP/J4IeOL+HzUlwHrAAAHL0GaoC/Ae3nDTYftv/L5f4b4n67YT0Mn/svr1evz1xjT/4e54ee2tc5+wiBVE7+X17zVNv8sfX/3zUrzSd9ebna1L6/gjpawWX3/PUN3SN1/Bp5vJ14ne+7rzbxW/Dsn4h4zE9sn92CPXq4e+X+uwQ8yq77+QvmXXheRvyRt8c75i/f4cwq09Qi669G0Q/8EvPGHGVz1Bt5vNhPPWcJGGm1/4Y3P93fmnfzl/+vfmzS/ir2vJ2+9dZfyfCc1fd68EfaF46l9Ahlw/vVF/6z1o5f68EdqvUGvghp0uf8EF9Wrcues0pR//hrLl9fNoanC/xHP75SXya1+TWrf0CfcvPcfrhJ56/bTIt8ki9qi/L9BqWncebcwki/NfmjTX69XINfBJkXJWo7fhyefUZIq7nBP/5ukt94J9X5+rFF9/LCs+fh3LPhrhbcnIM/xnZ+YecnXb9P8trX4bruvnlOyVEy/X+X6+g1jebuXZrPsM3N3D0v++DCly2fonhI/MB1JZP6nl/gky5sPutSavPXh+4PrfDN75KTaNS/8GxfX/L9fYLrWvL4PzUt1qHor3Jnu4l+vjcbXh+Hh5f35TbMHvnj/lrmi/35eW/zTx68la/ghzZJfb9QYZJri9cZL6Mg7/wSa0u/Dk9OvmJQ2tn/DXcuqas1frwzzzrjX//rKDXxMvpubf+GMuTaNr6qVnLIP3uPv8K1XivX4dt//gkvX1eFdW+am5CTibfb/4Vl/njrDNwf/ipicyrJuvfI+vDnUmL/BjFj823P15KV68mT6L91u7m/8GGf8/2H4wD+0dBqX69wtl5c6Kqw7Q/ov30ociv3wxHYDPRfr8N7VV8iKUdKVl/p1JEuP3+Cnn6y3OSd/4+Xc+W/C/mXXm6/x258EF+b3Tn3arWEGqzt7/CvHF7b1JU7Ppf8J1XPZSevDM3+sIXPP683bSRf/Uuff5yr5y8jEGnhUkNX8Nmpdk+och4e/+sElKEK4p2y+rury5rw5ai6a6jU38v+6nr8ZT//FYSOe7WZZTMV9h/XSTvAzvL8/qpwQSO3kt7lAQ6611/14T1rTqQv/0FoJN5fNsm1azX/w1vdTd/8v/Vgh55Lh+S7W39wa+7dVfnr5i8hYlS+aRpr14Jrz/QoXrFl/6wR7S3/F4rtPVOt8PcT+Xy8txrwmYv9l/XsFs+fn+Fl9/3u8Gxf789fKFTB04Vr+fhow1M3697v+XjzRPwrWqk1+vnBE4XIFEkuL8Riu+dtF/7w73eZxuXvD8iuDBI8N7B5be+w1FVWIPglvkZk/Zl/t8mLvl+68kjN78XW30kmX/fDfLdfTqG1/YHJf/c9f3AR6szT4IPDigT/b18s+g/+FsWuaZ/r86Z0THLx+q8cxsxf4Z5YOo9cUj6ZeP3HK/L+60F9qsPx/tmVg7iVai+pNqq8E3GXB6zMMp+oRnz5s3CqY14L+TCfc8ZTVL5jXy/t+Ci78/69fwxSn9TR1/h3t+gRx+m/2QaeJvtNk1ua+wW6pXfb8TrWUsaNvz1+VxhCy69QvTMe7jPeWXy78v++C+94jkMva+Ysd7PfnqS3/+evx9B/hveVy4cW4/nL9S9EzyOvg08OZfPixwy3/w1eK+H50RQXJ5fr1C81qyS3bFuMdu//go3q0Ve22X9abBH5NzqX2Nlde75/8XTU4hxv2TpfDXPgxj78MuPU4d/hub9snhuSv5f18l1fW+F75yHLfG+T1/XX6t+ev4ZUlYPsv67/gi5iRciy/+oX3tj6/XyucmtH5fdN8E0tbR51rZ+Xy4Dfzb1l/+wWxR8+fZ+H824e6XrN8qgX5kf/Bfj9Pk2tomGVvH/wve8xTTWSBd/J4JM0rufhK76Sn7KfN5c+uvzd3+CfJZH9zS3X6/INfPgwzxf5ffugp1Nty3h4SBrqa8uVT9wSUknsV5rWlWuCqb8dp+8ssL9e/EeMrslK+n/Lq/5apvl/+/3yxry8/g081a0/csOuH34IuK7F+HOOLrjmMbGrzchfutQpWqxfljNAnsgvw/BJ5frXtiYr+HiPXj80l8ttJL/BfnzybWEnrj+DX1r8L7Rqcl1XhnjevJpvvrLwqoWbwQ93lfhLY3p3/PU68qf/n3IbWt//wRxy5/t64I5Mvcg2Xy/gi8+MfgmvvkzF+XUu9eocpLVnQQaX0/8GGkbpbvwb4bzv34Id5TTGX3/NNU/X+CfLG3mssGPwtwtXif6+HYkO6L/1u8+a1wR7jUr79dfgk8vYPwSXfy/DF58568LbZA8zf+Gyn/XyzmXgz6y/Xe81P4WIZFc8eN0y+es0aL+94WkzSPutf4bnD35O7y+6+JtzfSuYvv1hXb93r7Uxc4svDN9VTkHXxqVSv0wSSbLwurYfLrqDnw5h337xv//BNc+7M8IMv9eS9ZV335+oalk/ILj5S68lLr8E0j9o/LLwV56xpE/gPKAAABphBmsAvwHn4cDUv1tzX/xc/+7r34YZPnxfwh4lmvN5l/hyx0kS/QiVtevSebh3VNeHM26knLP689fD8KFvTDUNdX2HK0q8PLs/8EnVYvyc3g08nmx+EfKoklzz/hmaSVdQytv/5f/UEk8N7/k8uLwQ7yOlXgqqphv3d9qzL+94Le7u/jL8Em3K6L8/4yLmf78nPL8Ed95Zff+DXw1NjWpGkson+vJvf4c0oyvfw07E/Bhc+vkb4Y86Ig5hK0Z9545C/14ZuvFLd/kL/9FvmYJ66rwrHZXXTxRqo33/75/Bv56+q09/nr+ihmGifBFltfN+G+XOWQoMZcooROfhmsn5XU4l+Qv/2GN5ZcEe+LILGi5X/z1x5/w/l/3sLZL7xlV+G+t9fl4XsteH8KV7vescphyvGMe/De718gimOiIwa+evjTXyAr5OWky2s9fHCjeEnqmBUi63j1MNeHa6z/HKj/qXkH0eCF++d6/+J/DfIlJSOl3iST7V9/gkLNvX4a5sVfYScly+t/B0/cMZbqXC5ZOqgHyScgRwhXHNeE+75ffhvlJK6TvT9P1BDXXWX3rwW13kyTXBfLd7/F7lH7j3uDbybS/hiVRa7vhLGv0X6rKwRdTZBXl7J/nr8IOH6Dry3p/m5J34Z3rB8W0dEi/r4X5uT3X38xcv+GeXupg8EnFU6H/1ll/2+l1wb+XdOvLq+X9bwSbvf8/KOT9p//z19jMvf4It7svw5Np5ZxfMfMDk2v+Gq3SUtTl//nrkVEp8v/v+GayT5j49HTnJfWLWlYbivGvSm2e/rzlUMrcd/Bn5CT/+fr5eUlaJ4mlrW2vCtcZUrVzSythyLIf/ghqh/Y/BHNflfj66mZdm77/WX58HDEtl/8N5spLD84v9++pPfWCu9t9Qt8uHFKQcF/1oEc/vl+SlP78EeWe2usGGpb+OtcyHLN0Gaf3564brtL157PuimH2X/7XV+eu5Z+DYv6+CKteVP1Fd3h97/DUcq91wl/d+Xz1Da4naF//BZeR4fq2bNU47Ftl9esM23mvw5Or5hr5qv/PUOlM84U9eCSU1d2Pw/l9aylKzrr4+E+htT/BHvPmfW+N7refOb49YlfZmP3+DDtKu6yIz7S8HHu+vw5tvXkTHQVfZf/sk//xPPbUmaL9X4IcLmj/X5effz1yRNX0X91w5l+vt+7961Bt56/KhHiOqX/7BFbTKG/vw/Gqfk2R+f8pnxwbf/w1vJsVW0wj+p/l9d8EvN72rPyS7/n1+UNQ02a8RTfXX4KMZW1vdXP3NiSf5szH8OQ+pqev7j5JVfqCGbKzj/mvr8E/m8d07v1SCDXwRZ9hUrll/0sEPWd6/DVQ+YGdfhuTZgvhmyN6/dfOp+TStfBbVVY1X6vDuGjTWHZGaTzit8qngNEX/8OZvLq+UPB7Bf+FuHvbPhV9zg4v89eCSk874Z+EsaXn+8v6+fF413/iYhpyY+Tw1aIN6uHYhixH/z1af2j/4S8Z7dwbvXCki/MtTfhbGbb/11hXO3B3w8vVyV/MX/rC3lzjK1P7w7Lh7UWtf8902Q39+vNFdrL/1luEfXPwnIdC9fySXhncvtfNtd/QJ5m/nyoNfBPmp47TzD56hq9/0Df/vuR3wlkzpWr3wSXvy1ryeE+0qT78ElN7v+asir83k68m9yeF8+/DDIrnHJ/9fZ6/glf/WDMv/0aXv/Jvafghz5zH4JJId1ebWq8s2/4coNV98xMxSGJWteF4dyfe9fy9fns/KfDMW9YEvm7R/L977pvlL/rl4lgN6g18NZfrcm//CW9ST/w5lrr5RSNIk/C29+O4cDpWeNb8nis+d3vw33dfMNzjQ6N68GFUzM3W6zVhp22A1wVlj8F1qFc5vedvw3kzXyPrXhrqqzAw467tyhYvT/BhafG17qHkQn/rL2S/MHXgjKq8X4KPNK3XG/BFP14vz19ooWTaLfDXPZ6rDlsa5lb38Mz5nfOkW+Lpkr/8EkMab/b9RWWb7eRy8Efjy4V4Yqr5p64dshj3BjZCci+CTydyll4MOXK6r5dyw+UpVrPBv4bJulhxlDcO/L6/YMONNHlzlNvb9eGdK6hlzqqe7EarwkTw35sX5liTaDSeHOkXFRXMt6L/7QJMKiurOfrBRf/TNCrVtYw2/Y/mYmY/38j4NC/X5OqrwRebJmtcEMFF6X4v3Ble+/DNN+Ws+xqn+WbT5916X35PL/rn5ROcgkv37gi8Swi/fd613z82APOAAAByRBmuAvwHn5A1xW/FcuRX5f9evBHmyrfk5PXhfxpoXhjom02RY/8GHVV91xfkPjhXj+CTe7fm5/IXyyVctZvZf9cMT/c38zfzWoNfNjC9L7BPc7O+XLL8JZo93/PVkG5y0L+X+vBFpO7Gvv8E1qtSL7kpf78EVa8vxc2ex1Rf3rP74bkseyl/W6BByfJnpNUz8pYdPW5buuUG5f689/jAlbAuUGy/7/4a3NTUfmbiKE/XifPJeq89fTMPTLfE5tLuaU+fgjtQtp9J4b7asMLeyPpnX+fl84VDsSr5f1rBDmKOxCRsv++bc8uX17y31+C/Jr3m2vkLTiY2W/w93XL3nzr882VwbeHOez4tZs/4X6kjPmqZ8zIvfh+qK02vTl6kTStf8dJ6Lw05ctv/EzyxX2l4IcerL8FHO5t2+sv96iLLLaUt2X37w3kx9fLc7Tn0u8M+Xr7t+DZeoZ8XXghfdeZa6tl/Xc9iG4lrYJzhdyhTl+3XN1Mz8Ecf99ivC/NWr6sm2g+ipP+KzfUjv4MIb1qqSer80uLb9vqwySsipRq57cjzPcjXso7/fbQNfBJjK9hL+0rnr/D7teX/vBFevL82TYTf4y/+2F480fuIfaUqfnX/l/WlDF3+G/Y35SJQYlcXwSeWrBeCCsaMuqWVhnQvhu/eiaIWDLL+X7kOrvxM7aVN/58N+XQwkM79Qtlzzvr4fhn//ie7jPN3y+/4XuSG3qtHN1w9gP75PBn4JNqGsadfiJ3FulZHb3sEOWAUcdfnr4fSSesdH8l2vX+5M/yV4u/fL/z1z6f/L9a0bd68NavX3BcMw5D/BNb993qvDWtuCV7F5RP4OC+/qCm+Ify+TXuvyaa/gt8qgttffhy5wWX8GHtjvd/4SxmrefP16y/v4I9NZRfkp3b+erbr/+9KOpj4apXfD8NrV8v++uJ+C/Var9zA88RgX+1LXnwY0jt3wa+CG0ppffnwfzOBN6v/PX0tvNLjLW+CHzeD8L5vu/2acq3y/94VnVFRmj75odHv/89f1PAngv7S2y/jn4bwZvCCvDOTNfonJIvhbxWa/XzaZPBt56/Zpz2y+vuets+//DN61MFU2ikPvwlvazZIX37whpH+RYj8+/4vCZ/t50vnqsk2cwUh7mg88vdT+HukSXF3UtvThGC+VVwdv+DCXK1d5yNTXfHo/+vDOPUQtfGSnPN4Iepb1Br6sEX+6wte9Rfd2jbM+SK8XWllJLrwSc3WcLz8vkMnHl/hfbd+HfL8gOk3552jXf/6yov/0HMN4119pYdyvhLpvVr8N+RrHCLtKfXhraOX1MdMSX/4Q7umffn1LXBB2jRdWt48h1mPHFGw8Gnf4JMdIngov1+uH71Pn8OVVSTWXyBVIgfuvBJ3CBeBRWX9fDkl+vylgW77/67K8O9TXlyTt/hlThB4F/+C/E/rJp+v5GkL5fF3b60q7z2fh8h3P8sGfhfM6al7wYCX9Uu/DSW61y/14jJe82v8Eu2/klCy/90HOHvanTw73P/Ny5Xgn59yfjH4a22l4QJd0OL8OW5CPj2vL8+N/tGu9cE3NikzW4J6xfgh6rl+XVVXiepo5N/BHybr8EJT++oM/BFKz17L6/f4MNSjPezcyn1aHlCPXUuE/hok6UH+mRUwzL/fhqXG+KZq5FgnfkWvLJ669w5wy871+xsiYL64UX9fFV3eq9wV8uWq7y/WX1/DO8+L+Ob/gv7l1b14z7/hm1mv1SkHUX/XPylqUepf8F1dLm8t/YLvK2X8EG/gw0rmzTl+cNhmXW0Qv3JH/LJp8y+K7mjqqL+vlvd2X+v/PwjQWUe0+YG03Rf78PbJZ/mx96/GZu1sv++COHRaz+UG3hy0uv41cIf5f/cOSX4PoPv/PXBN7+R/L/XhWmRftB724Qx3HOItzzl/WsK8nxfc/fCKpa+wRluuD8NkfD9MX8OsE/wS+bObMMv9eCG3nB+F6k6XP/L8PS6/8WSq13+HCja/U5bNn/NvVl/XyXcc7+GO5+2ul5jcrD8G/gun/1Lbta4Wijtby9hMJlxr9F/9QSbu9X61+Cq63PuY+7wa+j4si55x+/CnlvG/uy963N2Pz8IReDR6dJp/L4Ic6jqDXwvzNe88nHyB+MjP8L8vw3wKVTHS7KNR45/L+vn67JBhn/vy8/rwWcnxqmZqb+Ev16ha47Tm3OvnoCP/Xl913Bbxyr5a9+Ce+YpSfnfhbD7y4QVRfwjPfAjbmP+Tz1kLNMT/5Org48E8M9DPaiu38Fl/fwRcV619ghquxXvn9eevh/BC/98vOmR++X/6HyffLW0XNeL7n17ty/vth60rZvLDpRI5oB0hko78+8nBNvcdpflBwX3X68TTfDHvvw1RZ18s68+wykrvGl76ui/p614Tk/P/8Nef18/GRL/1w/BLjS9RT+vz1+phFh8B6wAAAHTkGbAC/Ae3gnDWf5vLWqL79KHJ49/mfMOoviuEXgHl/X0HK40YARUeEOabgRf156+Xs+t8M81K/SUOLD8NeeCjLtFTMCf/Vgb16/W5Br4JPBn5h89fImQ5MW+esbp/fhPWor8v2/5f/v8N+XqmYPBpcb/+GLSfyLr8u59+S+cv8s9tL+EuGntprJ4Lub72jt+I83yL/hum+v4eio2jq6PXwg0/XwcF/qmwSVe9leXefl89Xwylj+XzfwRbv1+Celfkbgr3d7r1d+alPbcv9vgi8ZQsINvBH1J8svr+SluvN03Xhu+kvkRJEB38Mw10ML/CPXvhh2X15ckd+C/VDljerjUhvw4tfYJfXX56+nTIha+gSWlX4ov1+Cnu+b0y7PKUGq3wSz+zfmtvy9Xl/9zd3b8bBF5vll/3w/euZcV7vqbY/LjSLsrvghqb7q8Ic/83yei+/56+r0/giy3sfgvub1M274S8i9EG5jWnv+9/Yc4uTMNObfl9a8Et7vP+qJ9vy9r1eG8i9V8yxXmF8G/hu6lvX+PJ8v8l4SntfbdF/3obq/mtp7uSq7TfpGv6nuch8yWfr7DGXC56mxc81/6uV4rk2769cMvv+9O/wQ5vwV4zFeN99dXzlEX99Vy/NMXXBp56/w3mleCGb9lerFeKptTMvz7916kL6/hzl7r4RfYeF9BfNNhbyeGPNhf7OG5m/T9xXTc93pe4Id5F8IOfP784LOefa8NcOxzl9k1D9zpfJ/DPJ6/MJoEtTk89bNyf14JarSy53C8NeO3Vs0//r1eevlF4aaX89fMGMmjAKoNfBLmtdUr5fgoy/G2PZdyy/7qEqa+7a8P+G+FdTs/irD3M8y5R9F/1w3h6SHg+w01zVon8LVTJLvXz9q8z689fkrf4S6tG2k/wvyLyL9Q+lieown3ml8OV1VGTzo/+Gc/18mnJnC/8E1Vyx+vz9ZePU/B556jbn5A7/1dRfevBf5YhnR+D6Cxycprwnyj71fL/fgtz4sqn/rwSa0uvwjvU8ut9/YIr34X7nvg298SqK8N+S14Y4fL6/lw27LvwR3u+H4Zy/hI3l1L/wzVdfOXIka/gg021uROo0nKm/LvwSfP4QZiPbjXwSxXyZ4PwX8Zps1usMy8hT//xGp/Fkl+bw/MV4anwtfVM0Q8u3Pg789SQyj7fov++C+Z/nzV56f+W5byeGdZMX0sju8X/DF3a7jthfDsu7zLX9CvCj2p/32218Ld2qmX4prG+KGv14Irvdq8Xd07v/BRnG77vlBsX+nwX7x2kXuuNdaGb8v9dhzhnja/G9cF89fdDZkPxW985JUX/rXw+rZf/TBfxurGohn8UpFEEr6P/i62WZiq8mtXa8OWyYPUqWpqy3TCV59LwTb3faZZf789fnEoZdheSr4NPDWbIEbZQAJfh3b/8M+19qK88j//hXKeh96TU8sSjDmBrN5fe/BLnzzZ7fSgj4U04PwzJir1aRT3/zTf/Dus3J3nLnlj+n/7n3MpXl3qvd90X1/p74W6Qxn2n6lNtOEumc/z1tlHHV+X/1BPct1fdvwxJ/Fb+oz3/+C60/emxBv4cubVqcT8n/l/rxGS9LCrV6/PXx/G9cM3P+Cam+V/Yk8K+K+aUv8Y5ebmyvBJLT5fiqe75hF+fFG+3w++oNPBfLGf3wrwp2SmifD+y/T9QvJnuevKZWffz+Xuy+GLyouqrjHOFP+uVL7/PX+G5yPhWqBLPbZitWvwyto0e/giqv1+fX+MH/w3xnLXDtKfwae87n8EM/7fhvn+X8IP9fwXZ/rN/r89fGTLzAz6K5+GSaRTsXh13Hsv+3heH6Jinl/KHhF35Ol/0Qosv1TPhouK6/Dkj8i+Vn+bljl9/yZf/c8L34awj69cdz/+QSbT8/4NPOJU58M83H8v7+FZCTfu7ZHw+EW0iBKG8Dl4Vkj2x2prilB8uw7Dx2ychIv0n/PUeZTMMoqfs5NeXmJnh8L3eE3WnZa2MX4a5LUfwYdWvzylXSae8J3a+0Eov9vggzQ3D73rD0ifrIonDv3y/Unhm7WoErUFzxZnAm8Pvfy/64Wwzi/ain9D7Ikkc6zpXDdqqgfvjZ3yZPQverPDdOxx7lcx/8M32pj9Ui1gUv/qC7uf433Cb9wQXvyZkskMxQ9zXBF9XHyphiGW9eGZ6Fe9RBfCDhNfPLqCI17UUG79TF5bZfv/88jZFM0IbSGjVztl9NacF/dU3uQWe5QeYPpL+FpozeojZI2+xPDXzn78EM+eLL6/ghyP4pPPUwjjhj71w7jnvK61rved319suGVDBous9fUfnSMnpeX+7oFpLv4tRfhm96lUtt/+C/e3k0uLOSm/3rku85dF/7w1SHKuu0b/l/v6958yeevnvG59b4SzfJzEdL3DG8/hZ9HXlfYRh0aEcosyBx5M3/klr/gn6rJm5l+l89lLPf+9+bDvuQv17gjyfyr3J/L/epLvf4JITcecfZJ5KV4DygAAAdNQZsgL8B6+Ew1u0bOvDfDND1w9b/9eTu/yc7a8Xni/jS/z1/hN4Jrw33dfRzD5mvy3fXhzGfX2tT3V789x5U8PIuoGnnrIF4em89l/esmbzevcOX1Xj8uH78E93+Tt+aS5P+WeP+HsMZBvv0nyPa1CBpoabyV+Va4Vy53hfUs2vOdYr66wRT3W9eGpc/TV3Smv8JckMu8v9efF+hXOMZwarrcKV1Knv9gw563vYD5QeYG/8EWa5WIsvq64Kbr6vP/X4bvev2yzcE165fgqy+7G75Y4t/YS8vfdrXBDd+q8N08LGgr/HKcq4YS+/8kajGf/PhAq2fAO8Umlve+eqfCHtCWH77/hjzZPmrd0TCv156nsb4gU/rl3wy9g49ct+4IbLVgvET24Y9deVy91huSGQv++fV+on/+EpWczb3rfCVX2lNv1g7L/9hcrt8ap58pE/TyauQXjpH8xFrIX/vV/wzySqakMYR+vF9tpJLrfC3cN+Sb8gsPcv/f4ei5qm+Re67kqdqg3M+sp4e//cYpzXhoi7XfM+v5i7ag49WSeCSXHd3KXeFdyfe9fcnIDeX/9csv3+CbDvvIlr0nl6by/XUoIukbpF8M8nqGZY/Oi9+evl1IdLD/BHmq/F+G453NR1l1/Buvs9fXPBeGrvr5QacXjhZrz5Ydlat/L9fhuFEuH63l//BDe+D8EW2/Kn7grh6CS/L/WOUl+evyeceL5JUE7MG3gt7ulnlX4Z8XZ+NGDg3XhrNdpTKmipNgqw3Fav4IN6HzQ1bWN7WL5f989f3nhyV/C8sdUy491lCsbbv+G7zEuGHZcv+19ght6y/CPdbyyFd/1rhXefHRiYzxWg3cb5xWX/DOoN5b5YE3DPW+vEVVdKUr9+bF73v8fefPN2tf2XD1DBp4cIN93xKjMxw2h5nhXrwxjf7MdH1pG/8vpfn14fd1/fhWuQMwnbl3UhF3/l/7wQ+e5xTeCG6XF+CfCO0rZGp+H4Jvcq69OLfeG65NX+EPxIv97R+WdGrB/0vuDfwQ7uZlwTz18N243pyeerYbvj/y/+4MPDTKfdeQcD0ktSCs/Dcv9dmlz36xX5PMwDbwRzddz8OVXX8YBbbFl+18EM2avZf36BLOgybhl778O93vF3rgwIHrRzVfeuFs+B72yLu7f8M3mwP/PX5hIttQ/P1D2Kf/rw31OsyayFnbv/DdvSw5nkuk6aL9/ln595f91DldYv5j4dhqwbebnIh7y8Tb0nfl/9689W89Pb1xFZPTLs8Zf/oEtN0l1j498RL75/XhXuUZwt9r5QkXZtrXPdph5SEstC5CyFajrJyRpo/89eG3S8GngkJhpTCjrlfS6072Fi3PnknX0GHOH+CWf3mLVkFXhjy3piHHPy1jgO78N5l74mVGDbuNGfl9fda/FeNY8N+T6w/5u+fN75fZlFjL6e+f0pKHsC//XDL/fqwrvLd/4Lcrl1zX4g08L/hXJbmsJqXf/DV7sa2tfl/3wWayc3HO99xWjivPX9w7uF4MOfzLzxqZajDW7OG7+nw1OXv9+NvpNJ9/8NXzdToA33N3/8E00/Iuh7q1C+96zfvm3OH/hravrFmZD/fVisvntZ14axvusNL72//gn8+Y8s4fgk82MPgw5dL2tJfOfw5z/C1lHu2L/3wzLffDy/v564Z7F+DfwlT3z1Hll/1wRRLnw/D9a+WVau5VZof8+LT8tLHRZd8nhvPm4DKPi/9yZ/lkydf83lyvbBhqUpiTSTwEXyg2hBlFi/Dnd67nrqCa53wYZztad++Gv8ecel/2qXKvDVU2OvxF9b0qJ3cG3hvl2vlzT+CHlffhnqmwOmStv14Zl/g+5AdVe5aH/8R1LdVvz1LVmcbeI/8Emtevx2T92s+lrJPDnivKwyvkn4NfP6Sh3SD4duX83gh1Xh+Qs2fxZCT+aH56ky1Pi/w3NnWGnT/y/X4IpuMUZMi5+ci4bn80SaWfXl+v/wsfDcitrHUIubNDzxdaqGVWeLEq8NeK7EOaXnWkTNrX/DkZq7r5z5jzC6kWX0SUG3hgrvuV278NTso3rIv/qiShEvl5rny+LabcGi+44v/dBwruXvY18O34+F+Hd7d5eTPrdk5RceHOuKv4IMvPN27vaSO9Zh0u+Grb1a1rgr5P05LMNPoWsvv3heQjef1s8Yx/wjVemt58y++qRsIS14Nvd7SP4dpZ/NDt3X0jEZ05ffvBfybk5pMljfIaZ4Q+AS+6uoapXN+pgJH+v3vyY0UPeYH/Dllvl/D2j/gpx3Grnj1Vg/Dmr1LdyBb7+w9usJaXZ6bvU2nFnzpGGTXI74cl778a2hwR+X6/DXd+wT/lP//PXNVqModDeEED38NzAt9z+qWE/w/z61utKfqQWnVjgs/37Q2fr5fz58jYUckScfkA89FdOSt/hbdjtXNnUEj68r6a0uULhtfOsG/hqu00omt/l+v3jHv8M+PNGH3Nmn3p3+iN635PNwH9AAAHHUGbQC/AevlDU3S/n6+G1sevwRzZX1efFl2n/xeqzMUjdl/3zaGGNH89Ww4tR/+eqwffQyFPvfBHw9Q3l8+H+USVqcv/0HL7rj3f17YJJ88oNvD2d9p7Va42OL3MFiF9+Cfy/N1irwzJzM7jyh8oTPuugne13L0X7/PX2GnG5v564PRH8pfv8N5JajwufL/+uH4INalz1m8udYPti/+G+piimul8G/hm5++sz5kvp9YZmzr4/35fv+vPrKOw1xei++lnnb8/CPtZ/w5c+a8MbnbM44vecv5P/nqkG0lX/4bvi6vrD3368M5cL1fSn3IHvrXNunXhO7ve/4a8MAqovmJEEyqowbeCS7vgy+v4rc0flxealevBbcbz5nT/MJf+sOdX1GTL3rIvXn6jZT9P68F9vUZa/y1MOv//C3V6Zd8ua1/4Lb38dxhb3wWVpeF9TWcGX6vyeXQb+aMfi3K/cEc/vll9fwYWl0z/14fW/9+evqofcN+GubKk/TTMXlj8Ox4hcpn653vmjh89mdnQfe1WX/tI9yWLZk93pfFEyP1Sovuu5yq1LZ9+X/6De5vt+su13cGfhfmXJpl7kiv8N92vDnl+vnTkF3+HJxndfTuM7+CftrWl34Ibv1+CeqXufsPgn8ZcC9D6vBJfdgvC299VUyAw4bf61xEvffCzlW+Ij/uPLnf0G+G/1Jfymw+lkPwQc89VMl3quZpq+i/95ZPL2/hrNmvjJOYE8psGi6wRYlziy/94bu/X+He382mH3DrXDM+dVkn/8RD70/J68J5PlTfl9e8dFe9bZ/y78EEqKq2qxnl1/Lo7GE8OcmJRZvS/56spThoMWG7f1k/5JEENtGl6ghwy9uX4Zz/Vx1+f15O6QNPJw3Jj+ev8KyZ5f18EWpa5fhq591+RaPlmTwXYlz5nwZfXvBHnzaUvr+L8TpP1/n4fE0RC2i/++vx/kpmzam9/hySLUadBmzihqvLPRmqDbz1gQ++c9f/DOtV6z//8EXhf7cvwUa1zUnvw5PvU/yLevDfnao2vwhy7XfmrWy+/61+Cq3PqqWvfkosvIX/tpcINy/1eC/Pnlyrkl+/DFo+ebK+Od/4SrpUV14JJO9+y/e1vWl8+DxP+vBHqXZ78s2f5d2mmX67wt4Xrt6k7Mg5/8kdV/4OfPUPW/j/rz19zCxIbWuFb7yfgrhvfvfhfqH9NZmLcZqhqXp4JvyIovrW+8EO5pZGuZ+CHttMy/fWCGtK78M31WUKw7Em+vBd5ocuxfhumX9fRzLgnfE8Bz5tOpvDlUf4jk5V/XgjxlI53C/UNQ2K1+xDi3//+bkz8R3fl8v/WC/yXHV6ttLzkv+esmkTbvy/6/4KLr6rlfgky5fKDXxcu6kq8/QJ+IfOo+H2O1q734hxL0gze+pZHE5KMZViGxDrOdfyVIv16hfe059Lm6cpl3/gjjzgbP6/PKk6EkjDUmGcEjy6xeevuCXyWWBVLvG93uNYmIf221Jz7m13u+eo2XGGrGv8HXQX1gqr3hrgASw2UpbOGpam5/sE3RZTcbnfD8Obp1K87PD7ByK/nxh7f2/hrzYvtOZ2vF33UNcEoUvvq4Vth0j8IrRzt2Mr/fgkzxXmBC/X4Iay5g/N5f8F/JK72fFyDwb3P14IJCbY/2xF/mpqZYmw32PB14VhykvhRsf1Zgm065Fhjv8Emb/fhq96mXlQ/+u/5Om6L+vgw7gizCPq9fKjP5E/hvaaqbzBMCL/j/kyx15OXPwSc0uvwrPc0qrUoUQuL+vEd347Reesw4HZ/f4NOyTzG18vv3Qf2++dvDQrTnOIjPv+tfmmvrwWebbvN/lP4MMRzc/tL5uUiiaIfgklX+GX+6oNzfrUMLeJ9l/6wR3n8zfhumnr/DN/f4cybrHgxBBhhf/4c8v1/8PrPX3Bp5NbS9yfuCi975yWfL9/Y3LSfNTL5N81wfK+9F+n8nJr/ddV4W7vOzVfMG4evh156+cMS0LP+F48qb0Xz6ASwQPpN60xL7f4fJd8N2JrfKTXi1ELL/rug4Wb1Xw5mjy6hXDOR9Z77Xe3/4nqukMsgb+G/L1Jcol8V47y+WI3OyXPrbz1+MgxKp7EPernxSfb+3q/4ne/Lwa+bP+tcZpXSntZP5Trcy//YYqUdXCXVt9cvf14c3u4TDHtw+lONvCH4+1qT/HWX+F94XYwn/C5R84XzKTVPs19hC+/N02mdq/wrl+P1MvsAx3M6/L5f58GVY0v/hfzeyhV6tYQP547EXIZf/oLWpfEc/0FviYH87XR8Wv1rXgi6rMAdrqw1ky7/g1hochffvjS/+WCTEORLjn4I69dQdPfDMsw+9bkoT6Oe8tDji23Xghu9qKYv1f/hrV6xpf68RtFJcy+n7hjD2V8Jv6dXDiURMXjXy/X4JorEsJtz3k4+S74DzgAACyNBm2AvwHt4sNXufP+sMPw3eResPOetEn6L+/YX7m7e9TuKbnB/r1qTy5I7818bUG3mocy5ELL/9Lr8Mxyr+XzrrZvwX3H1fWt37qY9+wrys3DGWJOX+Man79eFe5LyWy18de6v822v5arJi8u9qX/q5PE5M70wbeG8/3TmyJlfwyihmF9ebi/4czNNG1SxnSVOar8+v4S8b7/w3ffD8N/f4MKv8apnBw67f5PJfZV9AoqbEjuG34VF/XwQw4yd42X9J+/Ct1t5NELGqjffwc+evk2QUOHfnqVxiJn//DXTGlMvDvcL51jS/gwh494FhG39fDf5f9cVu+9/wt4fuIWfw8NUWykhfv7DV6HaGIreVLb/83P/w5Wtfn0JHzuqfz1/Hk59fnqytGz/m8+A289fKE3DudwvhrU/18EXz5GiPprwsXNnIyXF41T5f38O1pcbXOhXU48ka+ce8ZKEybjZ+11sju8ngl1mkT5nb8E+s3e/LL/T4II/lcxvvtxtdbow+tr78EJK1w/MXmb8EN9eg18/LefPvXy/X4Z8Mq2vn/Oj+COQeIa8td58s07UMJ/68FHm0vftfhrVKv4eTooEvD+ffJCOr9flkk0JPz1Mhy0/89Y2b1/r6BhXdTU1vLEPQyflPS+/6tl/9QSbvvRf/UX5YtHd66c9fGXvig08lcuS/9Yby99fpw33Rnv/klkel15OXttb5J869StXlpS/8OZZah924LOW8G3hLkka31frh+C6XOsksVF/Xw5Sl9f4R4ciXhbWtaSh28x0/7L99YIPPsq+Pr/OPlJDadTXhWPdPTKjupvKO5QsUPPRLw10xtVDC/D/yeDCdN9dVJ5xH4NvL5evPX8f7+CPKvuE/s9XHU/ljuH/4+uXLtzy/y8+SeG5f5swVPJop/3vf56kN1H+GyE5vl/usEUX4tr8NeTr7eHJPga+CI8+blF/adMFpD/y/sfgl7jLXzbF+FeQ65/vUf5s//4jWnJEo/fwYeW6okF32zShqKa/DkxdNPFx08oZzf/C1Salp5cUqllnv/hjarKdIe1/GZFpf/Dc19fhqX0of8GEhPanj6ynzQeNcfols/w5OZb18w5RXLa+X97wX3j/bn19ZLK7UffbyqSHDfDktj2aXPZnZYjDX+vId33L6V1Yf4xT3uGVzuuu1HgIP8z/z1Iub7AnIFzBooMn56kC4xLK/jBDOGWDq8NyeSLs/YsN86fwQ3a2Qa+GL4u9qpV5DJxwyxhKmvD8hF+G/JPOOz+pnH1cEv+Fe7rLWrZWvH//gkrrL8OXd6kGZxc6A4a4eiq/hzn9XlqTKf/gw3tZsWL5X2Y6Y+G5ovzm/LA/f8EGybHLhKtmxNmiRvda/DgtVlq0HQTfT0Q/H/v+DCXNTjh1tW1TolPkC6EQm/84Xveg1Sd8X9W3+IoZsm5Pn8F/UkENZpL8ofWA0Q6tr/wvCVea+7LAO8Hb/8byQTEuDcdu+T6GnqXiqmjk3QRzX/wvWf93XOERvbH/L/fhrkwL+L2bZEsFtTl14SRf382kV/8sn4NC/142TPPlrV88zfYzOMfclw8/x/e9r42+/JGHGVeRfxmpQizmv7lJQ32/4K+fddapJd+H8wFadpzfF5YwfD+86mc/hftpZljRw++Ph0v4Vy9LpLVTiEYx0g+lvfeuFsOfvhl5LlsMOGtpfv/wX3jq+5jikEwSvGlxOPFhuCi8GF97mJa4cxzcMW//wz1fCEOCt//8N7dYLKPVOPmXTK/+ev5TgcXF77aCufMmd/COgrkZS94uBLuHZ7+HOOmWqRgm+MX/4dzZDvnZypm9Z7hZxlycUZBTPX+GJt+fGS+il1Q8Mpd3w5mZKzumLhlIwWvDDQ67+GMfJl5zIESna/k4VCfT90+Lx/DcMvfXy41V/Bp4MNkWRjjznzUlceFO0JsV4e3wwTl/+w5zZWPUx6INLiE/cNXJWqh5f5IGqHBXYt/w1zhlVd0f/XWF7cdc1lwpYR+1oIPz5feHmiAh3J/BVq+Vve9fhXX0w53vddT1YmPdmnC89eL3vJbbh74S3tZPl/+6L+/62sGF17UbUVNm7zCZly084xiP/XTlFHL76lhnL9eyVyF//4b54V5hwPff8byHHmY9SZMy+rjxs//z8McOaWsLs113nqeB4F33h8NT7cGnhfD8ipeXmnXbGEehKwEwjcv2OvDUE2vR+GlBMHkcvzZX/w/u/jVG8jVMP7QfmeiRffVQX1JtPmliHqOQdqH4IL2vcj27TyRjLGGHGc/lVGteHp0i4Ej3FvL8Xrh9k5BcrvhWpB7fdfzzGXz8EHdU9vltykmARb6cR3Ua7xvW+G66lX5bmp8MXPe9nX5wiqfP158x86KEmXl/fwvy7edev7w+d/8M9Vy+c1DcWhcQ/GxX9x1wZsp871OWZaf/wR3xl9V4Rnzc+73vXfBp4IK65oY6vXx0ZNHLuj+CKnlpqi/t+Gooz8f90BfxzC68F9N2daVfww3oOLlaX8E87SirLyL0gy//Qvh/p3HFs/wX49Tp3uVWaY1n/vrD/Sij4z47/lsvt6RQy7rXkr+GNznvd8thm1p4f/4wXUvr+Fu5i519/qgyjyovNPN/aIHfWFY7VV6hH5pOL7spM/Rs+rIJjj/l+/wzit5EYSo7ixN/+H81DNzthvvFx3Hg+G99dEPz/gnrGJPcv4Y+Gqs/30zBGHZZEv9+GdLlovntzfzLwb+He7pZe7HVZU1eGnCTuGbLZD4MPG8bTwfMsV8XL/W5CT5kL6/Y0s3rE+9+J5Z8eeu0WDM9fyc0Mv/uC/tKGKE9cPTqW+GF/Ty/W9DfUL/JLvZE2XLLxrkWNQULzFg/LDgr7oO7ebMuYn+GCboHW40Q/D6cVeCDaDfR1roa2H0651vhG7fTSIy69eCCXkdesli/cqRwlm3HOCuf5B/DF/X4XlZOcV2WRvqw9V02DrBFn+DDVlG/fzEkxn/P9F/raC+J0x9fNq+pxYiyDsfBNJ/hl7sQZrrBJyr4Ne4MMX4ZVp8XX0rYILaRqD6X/3Cd5803rw35JSnUEV//BhNGGqHVbgiuYSMMf+evzGpNl/9w5iH7yBa7/rwQZfd8OufdtSrQ3m1zvRf/cKVwwmVVjjp634emw+Qhv/hOXO0T1JZPCZT/z/+CPqYy9efginRtv9WJAiGEDXx3hwe8+eSdeoKJ/vJnMF4f3oZP0kUu6vjVPXgjvn+X56zA8xxxajjzR8P7t1KS8klYKGkJL/y/yq4QvPmyEykvrw9uXPPplFakbjfYctrei+EeT9N1S/h6HffRVOacX5wHIeZDE07xr5f18IS3093L/l/fwYSwn1VXU8nLf8vpX4W4jTY/j54Q8Jj4et/vHP3Ph66L+vhmRdrXwxF1fBt4avMXvKFiA1tc7GCQR8M/qYdLXC19nySXw5FEcL8I3JVekqkHu8v/Jhif+mR1m7Dbm6L/hbw5zPN9+8f7/gnhG/j+Rq4fgvzxPuZJZ6+Vcgsd/8NbvXzlwl78ziXohxiD7wWFPHvfePrX4b8b5WiumBrBDgTkVJltPgn1rVVILL78uCzaqbLMDvBrPt6+X7/y/X4Vk7+r1+HHv8P7cdV/8/1UiRlPnL1IumjVNs0X9ejbl+/FYf+85Nf4dzjrRduYae/3Q+oOCTw+wr/zXy/4cpP5fOLuUty//KHN3FfKPpnCk/l/7wxbtPdOv4Zs3+C297eusv99BfJHN+sOL5XZHwaeGtMuysPw4Pw9dbcX+CHNjedPwRXzZF+F7eW22Z/yo4Z4vrRNkHVz//urwCAwAAAFXUGbgC/Ae3glDXJXEOYsv/eev4ZER/S1wr4z3YZ+WbsnCf/FcO4Gcwm/XL699eP45J8ZXzVRfX+Tw3eRtj5/KwnL6/ie7Y02TlkvLWqg38EnLvD8NeK1+Mp9omvDF78ttLHbjPpGC9XwX1b93X5hEM7KwM0J+GZ1+sb7/8J6kObvteoi+TefvzV3+GeZdV9Q9f2rU+X+vemonT4b56VjboIFeZOSUvv+e4+Ps9xKDZ965Zf7fDV7uvw9LsV0CrfP8PepJTy/0nhir3dLVRwi/6L/a4LLu+snveKTxWqU9fflgn8mUhf1F9/w/zflZC5sPjiviUXCakf6L/9Hr44St0GyF/b2gRc/GVr6DPX06+G/vg089xIEofHN+X/1FZbl3hevz8JjQalo9/6go0pe89+z3VmX9//COELJc/7vf4ZpvbJcoQ+E31IFpeTxeeHy/4S5c7lgvL03XnrgRfn7ti91PUwX14IZP3F9WEvPLHOwa+DDtre25T0x0WXrz8svMjibGuKHnB74JCt35UX9/RGHwRcvuov79rKvPX7kv+Gc+177hL/y68M1TDZrWdMnJJxYbK+4bMH/hvV7J55IgHIbYHxCE/hmtU1+GocZPXnr8ZL8oLXFii+v73sgbL7F5c33T+jb3Xgi1v9+G9W8XHQ5Pv5f/evCsi/T01bds4S8hfdfVy/DO719ox6RZeXe/z5XDU6Rk4fg28M6vyyjhQ/P/LG6fXk7pfC2pd+WWoclpeY+H5+DzBZ+G586+R668GGTPMdfWd8qn/rL93z+vU2T1+GfGeUb6FyljC846TxMX97/CvaPLNKobW3/wceXefPnqbMg76L/9hzV6jveGZdP/VwTydJfkvGzL+E89ktmufO+sO73OgX888vzi5xp46Tw1P/Uy86VfXlKT8Gnh0kz1yfGs5L9fK0fm/8J33JK+X/dTypzFy79e0vUX7/fl/wRXbrLL9d4IZV8YhYavDU29QmxXR/34X80dtcQ/GQ5IuL4bsq6luQt/8RN573Xm4RfDfgtvflyRcBDeHum+q5fg+2S/4TvHV3vEPfPXcOrR4Py+1+GamlCiqhZu8cfdnzRQ82D7tEq/DOtVWHFtPyeHC5eNqsr5VP/Lqtr165WX97wxvc8VxzDKBYY6j/lrWV4OvBFtRcAnFa4ezcnxH1j6/OpNN8dLNfc/4MLl3fSy/UnIH0vcL+SmXMsNcMXrwSZ5cvw7VeT3F5dnn03fBhYZcgEL3b+b6vxL3wYcmdVwpT39rew1u8hv6Y+SQcPyIbc3zs6ja788tIKZx1puj6SrOtpr4VqRS+SDY+ir+Md/hq+bHPtXKEE4faHjLXerxHgirWWrzlUJf/v/Bu91DxCXusn5altlw+tHJ823t4Yxf5OvCfedkvvrC3NXL9fDkWf83gikz1IX1/BLd+8gZq/E8uWtQe+iyrwXGfJAn8qL/7hqo5w7nywk8c7w//wrt+K9XJKW6/GQk+G2zXiyrljmwt/Dkjnu7w9KLKrNr15f38Rz3d6/c1y3Rf68IzPteXFzBt4Jblacn87XK8EWSvKvPX8PZ934Vo75Ipa+GnN/8niv4WvOftZcU9dfXhjz4aS7GvzhRbZ68EN9/S6sz3g7f0Fyu7UnDsmPF4qXsv6+CeS9ZdLm2vcLWrCbOl8RKn+dT5dnVV4Zpc+r5D+S0X/7WCVZfr7OVhhiV3+DPwRGbJ/KQvvy5dUkieCEqbzjcq89f4Ilyxgngn5n3Xisv/tgsqT9ZIu9u35efwbl/tXDE/8+bFWpA+Hr643pppefz1MhJP/+CTJewl+vwRkGPfgQSv1BN5rjbLuAH7AAAAFtUGboC/Ae3nDSx7rEf/WK/DfJ63niuNwaW+f3w9b/yA/57L5f5/DnD1wandIOGj9+pvEevPX2eTg08Oc3J1/gvy6CX2a9/wzarUPQ8F/7L/9Gqv8NTa/q2mwml/r7BJRLy/PX4bz8zmSl/t8RnFX9SZ89SkjZOe9eG9ZMi/dBDBDJ5pe/80lP8EmWVLD8s08S/LyeDNd0TL3zesVeSNzn5f9c9j5k9NSeevtJIbB/nnv8ZuUq3wzClZ+Ei7//BLn73PlZZfXfBJvfV+Fdt14QWjBX8b7g183FdF9e8NSl07rcm/ov6+CK1d617hvcVvl8bBWwhWEf8EXcdzy/BNNlR7t/D9YPwnVe7yF/vUOzDEl1JJ71kNL7czj/4itfL5fbXoEF0W5673wcOyj2iXg5W6gkqT8Uq/3+ev4Y0mBb5c0arwR3NDjCutXPw1jqk/hDRXIL/8GG35c19N7XxteY8HR0nZqvGVhygrx5xgEHyf/8L8n8+L6mi2wWv1BFDvp+W97BGSdfyy//aLWX/XPXxyRxrg18VKyvL7y+9LVPfPFLzow+7Hp9YIYji/fgk3d5q8FFOvd2rwR1vb8Oc0anhG4B+i/vquWX+vepwlR/DUnydDl+3GKfJISfRfr9ey+r+esfU7//vzLg3L/7156w0wH/+C7yRmbdK364ZftfCu7tvvF87EhVNeL3fVGvzefrzar+CTPqe5Xvpv8OS7rh8gfe/w5TKW18s22D7TgNfE+X8lV4JLTWz8drW98kae+H6r7rdatvf/hne2x8rzby+b+CzFfnySW9y/XvwxWTxmc+uVclKuQL/DlqRtrmHnq/5f+8FNV1cjfjvtj8El94N958X6yWTw/GV+fPpJFT8bKFf4bLhLszUNRej/4M/MTlxeaOH+2964vWTC3Qe14WqvN9lCm4ee/5Lq3l/1oEtcJr6rl3pPJUiD+a9/yckDj/z2HkFIc2XIX7/BDl+w+EvK3c/Bz70i/T1efzUeMKD3zS55f/WXy+Ly/X0tfhq0nUtOLheimUo8n1rgllzOpc4Mv+9Akwp93/BDhumPPTeXJmDn1ik8kmWq8EW98L8OUxXxZ/T/4W4/TqVa5LKFvb916/DmMrb14ZXMeDTw4TMyfweGGH+GrR8pa1S6178Euk/l+H4IZYX/MSF/7o3mY+Taqi//a9+E+rj8r5/BFDfDnMAaeGtYcrWbSR+hfVYtJff9dfgiqJ0rL8J0361fhO94b8zpfcvtfjYkcvNsmFddE93qMSOVf/r0R5dK/w35OVvttGGW1+Ce783rF+XJ/5+VJEeP4OPCuO0LuWM7LTu4D6iZXxjv8PzkbMrrVawi00WG//BLjdP5/6/Ecv3/sv3+CHy5Ffm8Q8Hnh+t7WqrxcPffpa4MMlvvPeD5kyjzeJ8OcsjyUpfNvsv19Ou7f2CSq8VF/+w55cXjffX3BoX1/BDn/FT9w3ds/fGuJ5/4jP+ir8lJ3vyFVlSXghMVv6vDUPxoKZ4BL8Oyy6sRvhvVUl95e8aMHTeEq15crkg085V/DNoev8NdVUlcO77+X9fCxDmuapXX4d2PjjvJ1afhry2u2ffBovs3jiy/9YIu7xfgv5ctVr+2Cb5+cbohBf3/8NyZ2Az3/vrWUngjLhxlut9YKLhVIXxlldth8N+f1+UKwhfckt8GGwYhy58k6js7ts1UsOZuBouTDhOXrLG/y+rXYos33lb+Fdyj9VWpR0g+3X/4V58QU1F1HjJ3/3vh2kum/jlaEeMKPy3Sw9KdmDwRFm/71xWXJ8WdeF9t73VXCVpLT/vzZdM3l/1wTcalfljtfhrues49x8jDtV6L/b4ILl76yOeWGvniZ9lL/5YX6Rru4XVTsIMYofn/8N5PqvD/Rfwc+GsimsvtBr2/hkiJ6+9D4v7Wx/+5PpPw1rVYfsz+IL/S56tYY//8+X8Nyx8B6wAAABk5Bm8AvwHn5w03+Na9681x7v8N5i6G5xm5+/CfkeT3PVeK5hkN5bKk8v++bL1/k6J16sV4c3vUwekPP/xc5zdrX4ck3r8wm7+vDcsv38Ndry+/781Qa+GJJ/GvOiv5g6M7+Go7EfX5Lw/JL8V3efeX69w9P/NhFsz5+R/LpQ1NH64V4V3u75eEPrnbh768nTdeL1b8ryF/6v8/LxvHryVtZf+8knOZ/kypH/UGhf13BFz5vl/9wRZN+rwvpLXT1MES0IVfvy/X4JKT7knl82Ly5ab8MXLcUyL/Ccc79eCG8iNyKC8Jc1+brwvXFGptlvcKGm0+N9/gh5/mINfJe6l8NyH4J//W65Xlc8r/wzVyZndCP+r+Hp4++f4cp03WaUPotB6XqHMvuuXlW/62y/+4ct7mF8k4y0fw1xsxr+d5L/nr+G1pSlv/nuFWY54On3hkqGZnX8c7T8s5FtE//wSXterwzIv1Y+Od7L7/mmcnPnxd9Udy/e+H4X6KtfefeXCl8oykszDX4+jYl/4IZVZidvKl3h0la2NfNagxVz/rcnVZf7ugXltX3dblb+DTwRZ5SJwX5vKxL/3n5fw3fDeJLz1+Q2QNPki+veCO97vxfNDk01/BJji6WIS/75O7pb4bu3qHorj7fy//hy96uxCcJ46Vbx1yf8EPm/UX/rBZpXhp754bFl9/w3tX+PNGZBB4X+/Jm798mGJMy+mtTD4f73+vBPDTo3Id3sC+EqV31X4IpYrwX4I6ndwfspt4OC/WuCImWXCvBP1XL+Uj7w5lbVVzQ9eCXmp3fX550jc75L9P3FZvJz73+GZpamsoZE6v/+Ceb9V3PwQ3Ll4INvPyhuL1NCP/568NlwssF+G9oma/xUIefL89fkLR0vfkzt5f+8N03+hdx8z6kHPnrqVj/u2if93v+CK7+vxfc/Vf8JeaStfwXyR76nFLFzIf/hu2nr8Nw9f+DCf/mteHdHPzBX56jpw91P/ny/HBdkB+DX0dn5TG+p/XCUv/eHJ/10w1db68EXVWQdeCWle98VeS+vxPd7rJ5J/14a4b0phfn53/wzeeVh4Q8sv68/KErHm7/69XBPJc/wa+CS7lX3X6zmX/3PcfnTGwbfve/xd37rIX6/EYn8n/y31N5OPNVnL1wg4fWCbHKeaRsvWvcEW9ytl9fwQ7pW/BHu9zL/rYYnilauvX+HVGa9wR5u8imrw1XWXyOyMfJe9eTurL/fnwfMHw7OL67oTDHo9y6zOu7JnzBp4XlkbImkpRLgpNk8rf+O4e0nXklZf/gh1nZ9+Iz3L8LLLvzQxzy42uoc0flPzXeXghkJENfj7G8ksXef+4uNalvBPW/U/4aogy6S+WO97Sa43/D+vWTeb6yGMn+vCNrLc+1zZvfNvdF+Rfy+v9eCnyZLhP5lmnC8K73zPbwkRj0ZhuMxGC+FvJuSHccNpo//BB5fngfxtH6/MMnPK20G/ghvfX4alt/SLwxbln69a/WK/DvKs8mN8dXy+ezLfwnN8seM8T1zGX7/BLd9GTeb8kP+513gh6q5Bv4bvj1UL57hq1/8EXm7ll/X5fL3aXuePJ4Sz+fN1+GKV/J1+7mBr83hx4GvnqdYsGGwL/J4Z01r5woUyQXcEn5yqY2Gdx/vvBMThWpfbT4z8OVN9SJXnj/wrM37usN0X/4XqTqo3hVY4Ke05RjZ2W5S6wjysXve5+Xw5U1NTG8+nCTbZR0HHhbyZK/qQJw6pH/3ve+ss/hVpvwSZ89S+FdDvzYvGu+X3/Ct8mNbuojX/a9QS8t2tct6/4Zu/FL8sPg18Ncvbb8uw1Y/w5tGuV/w6kq+XHVDlT5fW9fwYbVSZlYWRW1X/w5d9fOscPTml4KLm+TyR8o33hXy8/Xr7u+X3/NPnl/Xw1e9ZqzxmRQl4+F8M1O8kI9fDfUfnJCS+p/ic33vBwX35ctbpE8RvfCrV/HZY6qlL+I8El3d+g496qTsvuv/nnFCd8PZ+i/c2/4L8z8YX8sycadcPyV+vcN3G2Xc/bSTU/hq76/D5eg8v+6ghuaG+X5rXPUzJhCcSeWI8omMC6376r8L5oXPnqQkQdkPs7h9b+/cVus1+X9N8K3SlgP+8uEN8TOHF0/56+0feX+nw1WkH8pfh4S1d6wDygAAAd2QZvgL8B6+HA1J0tdsbk8hf1rC/Gfe1N1+QuZ7a/PWmQTVI+HlsfBDzmxnmHxcv528nmrWTwW+ai5u5XrF+W01g08OTf9nnMt68NY33Uw6jRPOvyeGbat1UM2j/8EMYQfiy//Z6/bIxSRf/oOTcc5LXwS6HjvOrS6e/BDx5fq8EM3WL2y+/4JKKtx8OUl3ZhSb/83VfnqH0t9/wae9a/XCTyylCQ/nrjNj/4J+e/D+PGN/YavupcmCvyebe18Nytu4nQrOcc7wSPutF/WsM5ctQQPeSv+y/1bm3v8K9tuOZzGaIir8D99waeevw2vwaAzeTWTJfT/DWH6FuyvsclVPfL/rhaY741typl/5CgXC/YYelyd/iPJla/BDJv5V4I77TlP7BfI278ua/T916y/62Xiui+/eCLlzFl+r81JL9Pk8G3girvl+G+falllF/XmLn9PyykK3rw5hv79U85iQ0Y8yUnhqT9IPD7R/wRYZmjwZf1axvqT3hVWlL+f8MqhHWzNI5H7hmT+odXd6tw//VqXefLPZt/6hm91cppmP/g18L9U5Ru0vxkSq0sb131eX6vw1tvUq1IbEuH6L/Xgin00l2V4azU1PEfl/61whjHvWpM/6uTF90vV699Uvkn2ll/9T1bnFyb/wR3ptS/Jm+DXw5j7LxSrl3Dtz//H6ZL+aO57+FpuvfsspiMnmH535f/tU4/PXzC4Q8fa/8Kzc1ax/Hyt473z+XPmvBPk7/J4q8+MD4M68OO1/XqCDW3aD+j3dfw1mJ/4czfU/mev/hze6x+ZPP8G3hyR+7yrJzE/Xglrk1LvVeL1ksn/4cu8/gxyXat/wX+fvqOgWMrD0X5PBZ3WX93lHy+u+GdK0vzTIX/hWEjz1aS57vXxlYsoeZf3dVYMv76giz/r9FZBp44kaXMveX/zXvfgv2yfrb6aqZHf/D1+7a+qSzlpM/4VlHifrVW03KcDMNr1SWuuEdeev5tGRdLw3n78vmTucP/PXyB4hbKn8OeecuobnhVPP6wX4JNuf1XhCtKP02rVXByvUI8/hZX+K79XPxOZjd+X/fvw1b1Wp3T68Icvz/Wt+S1Vy/S+Cbe8kryg58Tkr7qXwnveamvG9z/UYw74GY8lqdFr8PT63Sl+98M7kimLbbmz/11l+/3WRt+FcvqFHT/fLhDXXuEPJs37xngc+W79fYJr6mz3Hz1z2GHH/5Yj+XwYa1d9fK/bIISPrCdKf43l35Z/5fXVsMTeuNL1/DFv5l9f/wSbzLuQadmJuOofwWFrctSD3lhxhL/VWCqlfu3k+LL/XZ6+pRMy38M0l2P4Jvrv//Dku9fMfDHmCy83NF79QX1rU49wfj9z/BDc+8q8K1o8NLeOrmr/8M9t62cX/4MOmaLYxKXXx4Tfnh8tnnhOPZnXyMcGfQJz0XRVYu51LOx9hn6naHGlMRCP/C+G7IkwiYz3hsep1NKV9fYMKjH41i7gI72Yd7hXPYXzK79wT9o5HLlivDlqHY9fY6h2G1fCsewuaPl9YaX9P9eGrvrD7P/5fE3vJUZ7U3rgpkz6ZcvP8781tbcv6fhzna6+SVYNvWCvEZpZPXeX+TwSzMF/Pc+H4IpkGvZf1rBbd/l5/LL9b57H9TSXgu5/a17L+vjSzVhRVe9Oy3s6ap6KoJv+aXt48X9cZJrwsTUnLulXH/0P0X+7pcvw53dcdohi/PkL9N+Goh9vWd8Iu586HMLg2feH76l/m9SdQxcHov+bu8v7Xn5gOzPsvfgwl967qG21TH9+vX4cl42vX/DqXorw3VfrkWsZqHDRJ6XuCGq+r8s/1+Ci7+pflr6DfBRfcuPd+DQvr+FZffL5tXw/Lq84PXrh+Hrvbm88VzSrDe7Nfy/9YSvavuvDOtNwZr/sv9XhLm18Pe14Jd7jWJiwsv3Xonyi/f4Lz3uSXX8oyPo14dvvu+IcdSB5G246SfWX/6C9VxW2zwanKz6L764IMbqzhVjGxy7XBD6q/BqX3vzRCo5fPws43O/rwX03+TV8r81a7wzwEnti90M87H//Qb3Wrgk+N5/l/3wXdz+SFJn4MNuXadNcb7zpnr8OVDOTq0HqDTSpcfM/4b8JO01eX5dfMH5f38Mxmx4eXlX2LTpIv/ufOYQKLHMX+G4inXqS/BGYmfoNfBIWr3Ev2valSve9peC3y9Jd2X7+z5Ywi19zUapL9eoZupXrhn9//gi7vr8Vls9u+Xv8/KYpCd+fkL/vlhBl+bwyXLOx8N9j4M/IaGKHIX/lxfSLmqrw2VadfzrBqL3S/X4nGafd/hmkSRfxj4biKfJ56/OH4ak/Rfv6G31uf7v0n1U1p/39l8v+CjRP03rfuCfe6Rce2AOfDU/6+H01HEOy+F61U02Zqzw3nX/Ds+JwZ1+TMmJ6RZuPhicVIORMv9+f75eshb4dsZ2fm5H/pq6mEOor79QQ9N5kj9ybku5f6ywRTS1/l/vw3UYb+of275g4bH5fr8MzzhLl+y4cztnGjijwcvBNvdN+vwW3DibfdL1+HJ8PDlhH75/wHlAAAAX5QZoAL8B5+QNcJPIy/v56/swxEUl/1z1w/bTzPxTZf+sVyeZjSXhnjtOLNkw1DeevWuf3+Q6E3cReGO75C75ffHXqRa4MO75vXAQtU10X/Dm99x5Q/CfR3rxcn6rJAGvgiuf4sb8EU+fL8Xe9a/hWusuXXzWltxzLrET/8u/Dd8tqH0uj6F8vhzWqlTzP/56/53w+ud8EdK/LL/9BzL9ScfKm8MRn9WzBwX7/PU/1+usNYh9ixg6J9Gfmry/v4S1vpKvPdDzvHT/8vkX+Er33l/xPklnzL/3r0ngs3fqpp2f6vBhy8boT+Xw1FR/nHZf9PVMn4IumK3FcuCHj9NgDXz1nEhs6/6isRyTMuV5skpr+64b98N3ufr5YgS7lsKk/4Lp2682ozjK8NypUvCH3F5S/ov/0afjK4JeeskC7+vCUYIfz2q/mhO6/+CS5ws/mrz1OsUHEHvwa+GfDeUrWHEWQ/78V/Dvhipayx7vhILnF6+35ZubMvm32Cfk+4r5fnqdOTf13nuPl7rUWX7+glXLlqq81TD382Xf4fq1rl+CL9V7S8g3nlhvK+HN3dfaIjYgj+uG+rROg38OFl+sNRcaBN7s0968I8ldZPvf5q7vzX3Rf/sXKv3w6ZZ+Gbu7cXw3JY3H3fgiu/2/V34JI20fw/DlPKiXJEeJPrwRy8/6y/+aCe3mmf/UHPgi8V4fhy7tV+asddL8L3a8rlX2z7/BRPHu+9fgn3tJ5a2JPDm0tpi7Uyn/gtu/ke04+G9x5ZUxdwdIf/+CXeV8j+D8/vkVyi5SQNvDebT7KlhDsQXmVTFk0vUL3tz/6/IOhP2d/y5e9/BJJ9ZfhrW6yNQTX0a9haM/eVvL5P9PvDeF/vr5lyh4oZrv7V2+TDmWrLWGe0/rxNV93Ous5V8ORW/wal/XwjPClP0pZNr+4YJwzGtmYuJohia+i/1upRWvsGEXTV3zU2N578hff1Bd5etc4l/V8JYcevyknl9fcLbvsXwx78Q/mDCp/+E6lHdTaGMmTz1jiSwyC+uP/J3cHhfk91yn8X5elaPQeefF9qU+ELznwRQ3TPypfYY5aYvr+M9r1Yrw31WYzbCP+/v3q5dXm8JP0y/vrv/8Ld321gkupBD4OfPUw1H/sVfL9dYbquvDU5P0vVe/BLe+Pc/Gy/64byZnyWvf/wrfddJdS78vr9Ltl/+gS8v8bfFjL9/hLmm95F2/cNZt1VMMWT9+GL2VOrS/nC4+VgNfDep4yrFCXGv0X3/DOK7uR253+/d89/hCXZ/zRqnrw3zEzZnTfCfwq/5ZR9f4TmNvzel8Na1WTz/15tYX0l/fw3vtLbgZr3l8EWbJNavBFXVoNPC8rLUkJpYBOIR0deElwsuB3wrnNK/Ef6PAXQ/wty97rzHzvMl0X9aJLpX+G7PdWm2j//hybjmA77SOGYvJL/hrPJc4pa3opH/+SfD/S3wQ3zb34JOpfrL/SSYIuTZy/DmTNfzH57XkwhckeX93xe5bvc+vwRzQ7mX+/HbTw+9fy4SQNi+/uC7Fd+bCWvw1zTy+UMpzbL/J4Irv/ZfX6BXuJf5M55YpS/f4VLai1zVhLw5m3/7IklFfmivrwSYae08vw3Oaey2UYSb/8Vd8fX4OPNvO1eXTloI8vLlP7BPP/m5t1r5A5cy2vkESfl/vyVz+X1+xWT97/Nd/5fNvw54cHoPAi35eDXz1DcsL//c/68+b46n+cTJ7LF9eyHjlEvnqWN5cOL/w1UYXmbG8eHb8NoN+GCTc5rXddoyMwfn/hwuOrrXGRZeUv+6go8uXl+X56/45/g08lz5vwTXDcfSeX5R3girVPq947CPeuII589VBovv8OF4doYchUmFB2T/LXr89RlL4mfy/64an8t1+bTm4T8EkNVOeFF9/6L/WoKZtaWe31JH6vLorrzbrfm59VeC6q9NeWX/vgzL/+CeZdaybeCy/v5Of7/BdVUqyxuZfXvlL+18/gh8mJlL/3gh8n6ugSc3/QceCG9qkEb4Z3hDa/YZsunXS8MWpAesAAAAZFQZogL8B7eHA003bWseSP+bqrX0Cvzc/r1zctRf37PXOOG/3+a00teG6VOplp4/L4bmai2qav8v++GPCsbD91hxc60N+i/6XBp5tSssZZf/oF3DFlb6epPJd/77wXaU6rHKbV4/F37uef/BJmge/lEvrBrvDnn1fqUbn5I6SLZ/56/Js1Jff8N1rX7m3r5C868G3mqhr+bW68tdl8u935JM6L+T4JMZZHzgov99BvU6mDIXCbHmYSlo6L9/viHhkSk+Tu9a564eX4/0/bCudtT8uL6FuiqH7iPoxvrq+z19Mt3sRwZrrrw5S3X9w/DN/nrHbv+37qw+CfWsfp8vwQ1hyteX4b0nrDstR/+uq8N031/DRu5yfy3cufwR6x3DX7vvfWevzPThlepS6z18gkpJgMdvwar1C/NHTp99K4ct2X3Pn+e5+Onjfwhi+9eqvwW615ccJb0FNquHuTLHC7jkX5Zf98Pbeu61VX4fNzr/xO1WXS05fWrwt3eHhH4Pmsi4cZP2DAkq/lzuPE38HHorK89fxtvRLcEW+HfPu0OqWPsPy2ZZeC/DND5sr7QZit/L/V0GL73D3tf3h+VEhfeug/kjL9XyL1L1Lf8v18oIvDfsvwzHsvnl9NLJ+Dn3e/4Y3uXfUscs/+ev28PnE/2C3De4+O78tfIeqZgc//3rS+HeqwzkODd7u4DEu5X/8PX2f4q9ajDaz2X1/rxOXdqSNerPw3TyCq5mR5unDQ6ULRUhfv8GG932l8qDD8vkDTwReTyov/WCzmp59IWxSirz8I4LlSCkkRWL/XkqRf22F+4WWi9vFhvNafqElOHFsOZr8Evk9YdcWrCXwvHef18Zx1qbTeVP/iPJZR5r/DkZ9E6Os9X1x+N+GvP1ppFv//8EXTfY/C/VaKsX0MqgoMmX99QX8/i/b4aSOTlP/LrGlBp5Jmc8fhmqu8fVeSJftlL7+oLvN21rLeth6u46r/x+noS/OEnC8k/nr5IdX56/ci+vNJeq8Nby9fuQmrrz147n/11+Eb6zd88ZSg482bf4IbveqWqln/+CPF/WX7/DWf7nzK5dJ+G/F1/Dcl+i/+4JL7tXnwfco7f5u7g78MdtJTl9cc9+Uv3ur0pf8NXd6vL//G3skob603ksvkzOtkiNXcqsOtgjaLX3hnu+SMOuf//5Lu/56+Czt9M34b8YkWpFbQp7829wb+Ky/vNi82bKke++psXghw30dr9a/e9V4JLv6g48OEyruvD6yf9Fg/WX5eaLy/15MZXp9Y6efN18mfgw4yy8vDI9X82t/Ddd4w/DOYWvPX6Spsv9+HJ+21X+P9L/1lvL3l/fwSeVhhXqGa0q+HNLgci7wlcq3pODQv3XkyeG/Xt4Svek7v8lV/he8tNZGt95EDaL7/j+Go3Eg9lp5SRzv8P+f73CTn/JMARdGBFrMN8vvrh3JlJkX/yY+sdQf+y/9r+G+Ne4mHEJp/fnqsf9+l+F5o/Ps6TGoZXI5tnFafeH/GV2+bNUs34Tblb7vv89eEXw/4m1OvPK3BoX/vrw52lUOdw3f8v7XhWr7vpEE3HqP/Rff961fnr+PTVd74Ky8ODyoh5t2PM45HWX/3FE3b5c+erc1/4I6uLl7/hm67rKFHrP16uAbL6C+L9NP34dz1/hvwvqKsSzDlwf/vlp+WTE9eW7p34I9axV4YkI3y/Vs9T12cgUL/gk7acX4qu/PI/hzk9SpmsiHjRfD4Yf4JPL6/Lwy9g08M6yr4W139+ex/OEy+X6/DNRf6dp0T/vzly/Jrw/hwmHPtvrYzLMvv+F5sxhlt/7Ls0fEeEs2r5NLnkg18FFdVN8qX4IZc8pvLfdeCO+8vwzDudbdVSIp4/+CPEcyC/E8Q+fOnru82wbeHLnwsk3vvB1Kf+K3nyWX89cJvORYyVDRdeLzS73Rfv/X2Cy8n7m+MU4r8OZulZS8NXtP+J3DH2zP+sW+lPX0qnTrV1b89c9nC//d7/hze65DQ+UfvwXzU7yRqfamf4NOl7Xym4ws/C+mlNd6/zh8r/7vL9a4Le7vc/79y3lJeTy0b+Gp/eoQPMxvF/rza2/he+9pfc4uX+X1d+a73a+1ig291Pmvd736y/WCJ8EXhfVBl/1wQ3Jt3KA9IAAAGkUGaQC/AevoNRTL7/Bhy0fPGv8PLY+esyuXPifL2ycHS9QX72p8DeTX5R0PW88v+uevmGrt/BFaa2Pwld/m/wlpPk2XPhm2ZuoYwxX/+C+HXD1b1WcvDkX19eeseVL9efF8emHGdlL/T6uF4Ida9+CS3buPnxYaUX8Gpf1rPX1lXrw14zRSB8qI13/wtllqWXRL8goQHzftBfe3E85wcdMKTYwOhtaNc8vlparw3fSww8ryT/XnuSKyBJ/2vt9Vr8MXcN1Jd9fyOO9eGurUUNqR//hym5tfizJm2lRz/4JMd75fhjE/z2x+8cifjJWb73kznz+J5/e/g0fW+TuTy73+GeGNXtIfUqX/4L9uaTb6zoQ7IT0gm3mrrDM3l3ZI6S3wm0LP/z1/Poc2r4Zrqp5yL/rxfU32n9HrM03/rkxFO9958/C06/0Y3xhtIuqCF8v/0S46+f8Lcn3fUfnaFr/3q3vv/L3euTg1L/6/nr5xfJ6+wUF21m6+I/CmTd3vlfpqm4+iZfgkl/1fha94+z8p9ZdDGj9F968M5fdfvGgpfP78MLiWVcE5f9rD9Yb8u9zL8FH7zXGOpb8HPwQ+4vJd9eG6Rr8MickpqnE2L1tbpWoNnp4Z452uSa/81TSkTRfr6BHke/BXghzfy/X5+J5/yf89YcU5xevBb5dzUJ4LL7peHa1S5K+ObxL81+nXrqvL4bqpf3tQxGHR3d9fw/LT/hjdOfV1y6pXoO4NPDmppSsNbu//J4hp8T2053/xO0Xd7VF/8snclk8N3fcu5Ef689sNyZXS9eHOXn7n3zMLwz3Fa+ketH8nTbl+vwQ+eP68kmf4ItZd1Br4Ir3xgUvrvy+bxql+4ey+/Ni4vl+UejZIl9fwtvH2S8pdZSUm/+GpP8JdIF75gUtvwnrUYX69yEL3+E5jbTy3wbl/3UEfdflF/6348q8NZsm6urP6L/rlvbE8XnrKLjwhWiflL/1YIrv6g98N0r8Pmsn356mdSMX/56/xm8Ty72vgw3dzZ4vkBxOacfzcbX+CPVew+CK77EHHhy03qp3//BNmJLrStRfv8M8XqEfs/HjyPsvr24vpPcPZNl/XwUZ949CC+4P3Gau8vrvgkq62Mv3+CGnJJXD8FWW2+f9XxUX7//Cd59p7g4L/9Flp5f/cuinUk8K84ypIexNo+Zcw8rVeCWSX5WMPUd4jxLnlrN/kvf8LTXtzMLqbmJMW0e+X96xHnby58EmL8VP3BFV1yvwSby/MAa+FZ89KVZfwxJV/C+HKHe00v8NX466wYfM3P64aRU/9b4e3u+qp6nwMOZ49O4pfXfDvl5tzPfrCTn1ay468Nz54Q/hnN/yzWl/C9rWdupeULldx8JpxNr0X9/rx9qvVofd/rySZ2X+/Dm9/kryX+i//RdTCuDTw1rUpNhslmLEd5L++qcv96heGPfLsf0aWlHdSZLj5U00Lgvr8+LuOG/+/EQx1Ty5X5NLR3+evss8q/4Xz/Uh4mM7fkQw4hufw1nwP7w++cxQIjW8uvBFJc93n8E3UmJbtYn5O7rwt555PUPIkvjHf8EmFE4doOPESrx93/PUPy7vOhkTev4J72/LLr8NXeUdVsOTL/8l7lolrhYvCjVfewAtvvrpmmCb7i2Ws/y+v2HCbl6j8vu7zdutaBfLmb5/WOY2UsY1qi+/4Id7wV4czjyWvjgJSG6335pdXBt4epXe7HmiV+vnTmWKG298t35f/cE81N3xCxbL9fuPV/Rf/ay/fu/HfLz8OMcac8/4LtaT5w3lultZTl/9oOW8vc/xnT4b5/yZYdud5ox8wZr6Nn/8F9cgc56rDPL/p/huM1b/XD/YoWGLHil+8mwzifrlK/f/hqa4n4fGBYWF+Ty3bqi/14a5M902ev/wxvd3tlN/CLdv8ExOds6BeLL/UuCsqPfl4Rfcmu9zWX/3F1lzWpPBbrXlxiDnwnjsLuryl/tLWUniJM+fQ1yfXV+rBeCGN5XbwQbeGfNitGCZxKfN4bzf8JReG3Mth/k/hXeWR/pWP3PPRftfBLfMX5M78M+V6hx7//JuteG91rjPUvrXDXhvzWhzjin5fNmdUGnYIsn5ZfrT1w3vjoYPfN/n6F8Enl/a+y93vXBPNGbXn2sV+C7efta1Kt8EOk+X5d1/DM/XU5qUkZH/zZ/f4Ib6u/Dfk6+QLwjzHBuX6/r1+b33vfuCGTPlfmyZtb4IaQzYPmxP58UJ/F/stcB6QAAAp8QZpgL8B8l/XwSBo2v6/PXhO8CuaZUD825P/Pi+Oe2VPZi+v6wZf/s1ZL/XoNfDky5oh2mSv2cbon9hfDpSV8dy44qerhz/hrK++EOr/C2mz+vcP1nZqnueXBaOH6Xr34whS/bXhqZsuH7T02v8vnr+H2A/4IqV7q89Tbf68TMv9m68vd15eTwZ+TSDHir/wYc3pbuo6fRf/ghl/1S/DXmbqSucGGd694l6Lfl8035pf0voIab29Rxdm0/UGHdxtd/0j8eKUe6L/1uq68Eso6tvTdIgb+evlNDotEb0cvr3hufev4R++zSRf/oEW0a/vwWebvD7Eb7vmPwXTYaLFXdXw/BPm9J78r8NX0lk01WCPov3umG914TZIP/fheSPfVcoXDHN8HBff9xtf/DXdJfh/K685V/GzlHfsb3wyTi6qNS+hnBv/ce5pxu5PFdN0n5fr3C+b5O+syCCjvdfL/ReNq2t8JVrsZOu9U8bXcoIm30tF/wUavL5meq8Mkq2Zjv3mD6YOC+lXd+Gjqo6mdSoCNn/8v9eGr3EOMTmjn8yAPxX+h/4JZWmL+k9z8MavTzdcImyNdGe/wYRtf8/XO8irhqJRaa+HuXbc/JfLjoZ2bBTDeeKmm+K8blM3uylt6Aw/3WsbuppP//Pb+kCDYrOvEYaeHGXN97h9YamSNEfuICD/0+FDV+++PFI4faJ/G8m32gx69y51Vlf4sE70181+X6WrPX8pfHCciS4fwYZ55uNM1lfKfvDYcRPvwry5W9cMIrT/+Fd43k/VQhfn/rqz1DV2bxeGIvtsHYM/C9tPKyfSi7Lw/Ptr4iRvx2jkHwrN/nJNbjyIZYfhWut7pl4b7bj3a7xvEvd6i7eqZfwQ3xQsOr7akStv4ctX5WYniMGXsb5Gr/D0mceED69w9jUS4dndsJJZeEHLTbSXwX7yqy3+FoOjeLufuCWFkcPZ/hmH3cd1DMsRoJcOuD//BBJsvek78vGYRr/D0tq2j2P4JOMMmXi1rgwrk8Oxo6JWB0gh59/4fx9k1Uy5+jdwTehY4McMavR/C+kf9WzHlanDvM/8ObrKNvRK2v/xWOeb8ma3wrxeuaRYYQJfSC5h/ddz4aS7/SXy8v/ThaHuSWZ3e56VmHXD5f98OWN+0rBCL0/waeHJUwxbnrIMxtO/4Y3tXuv5iEP1z+FeZCpy5L6jnfSRYrCuQv8NRmaa7rDk3OSSID/L/6YdtzHdK1MiMbfq/MFw6itoJ/mBH/DPd1YZff/wYXS+bFmvHaFf0Xye8Mbtd3X8sAQ6W7/8Evj9u6NIfgnlOHP2tG9fn99eWnz2acMc3/hqinxuxtFHn3vMaDqGdhrm6i3w9WvJJto/8v92R6/JJkX8bppd3kj2/rl1Nmh6WK0SzH/hvmt+0YfcfBP+cGEP14Y6T03xRl6ewGHr4NfDW76/hpFuNpr4emLNPmV4Q6dOly4+cYFQHrOd//Dl74X6KCI0Yq+GMkKBm2oa6l+p1v/Dd91GRvt4v/+erQfW/KTYJjpEtWNlJF3fhvd6ou7cM8wm8Q/EfC099xXuCvOGL5noTV+X6qWwr4WThauyN03P6Co4m2C3xXPsqOZhfhrdPhkLEvNZnhtJnB/Fyw24d5T/wQZF2dVW5F/6j4RGT7EbIhiGse8vv7h+K351L4c4Q91Z6mqV/3n2l84U+C/I/Lfr9NNut4L5fr8LRW5/GZ0NlinCpA2kwHevDPP1Y/OIZLOq+FubwtMfUoNh9XMJOO8/r/DWErqb7Rw+QdlcHoaOX76wr6rkbPOJTQEV8PpiJNwugdMiLsGnmLmiWJPRopPHYeOk+zefGv5tX/Dl964QvZKB/J5tqoEHw13dfmBI7YeOpeoJN39+HeTXupjnNmVlrOzSKuw78Lcbq2sdvw3dqLryz514fy/yeWN3Y8NSyv+eoZvQx+vt74/V5X+SWDfy2T/xM+mJUn3Xgk03wfgw7vh3o5fz6YSfnrPGoZ7ui8v97gilb8pS/94vPuszqfuLn/lv6huX9Si+V//BfnzPHqbkBX9L5Q3z+v4c6zBmX/7ORf4btVecqyrzb/wzmzw+yNMaErXhrnbI095if/C9F3jyGZfr5ga1xE+vU2N1P39r1euVeCTN6+y/u6gouufF2fnrbDK3/6L7+/5b3/JnX7+y3d/oL1TUjN79hhaX8Gngn8Ocy3YVaFvwz3b1c9f/vGqf4vw/Q4zxS9fwxa3Hl26kAi/OHg9fmrJ3w9Vciz6V+abnGmv/w/qqVW/DvopQhqG7ce/Bd2ll/AyL4Y7vqq/OWDckmvBPLS6yQkyMfnr+cKh9bwDgvr9BeuGGRud3Vz/OsQKymvh2rsvd3vWvkWJ+vPd/Inzc4/xF35t0/cL5f8Vr6rIf+NLpiBxVrxurK/czpH4SD86Xw/si3vwzm3Xx4nMTyD312b9Q9aazS6SJ9Q7dLXpfl/1o9fNqNr7BNzYTiPwx7g/JNla6g08Nxur1ijooWhV7v0X1rz1zCw9K9eXe38NayYp3md+vEX35sXgtrfkfy/Fz/n3pfRe733us311m3vWuGsnk5bKw2nd2463JMB3fL/9Bnu+41D1nrBB+r0X/0w54STVh+0N9L99Yb5kLytf09sYNPDWX318ZS4v89fDFI935p968GErTu+Tr4dWxX175pP8LXm61W6GJdjeOuHZfPhkS/E1IzJqu3+Htt6iP8s8sEn5VeuSvwVE5ZZL06N9MK853FzxeEfl/S7G6t46vwrjJEOX5UiqCxw2fL7/QTy+7x5Ay+9eGp/rLr9g0SMg18Ekbp+tb4ey0T3lhpKnhctnCVRYxkClrwzvRQSsPSCsqWFcgt8GF78Xr4bXdbBMwaXmyDxcbnwQZem3K3nzczIm1zT/wzm77hbv/4X8Zlbd1+5E3XX2N7c6m1+dbGr3BUDGS21ID6DgQtnmPgp1rml1QhCxl+Fqhi2dsjX6hlyNP/DsnlLf9v1G5OrI3Wu834tMePET05F/hW4fe+OVdTrv0pf/4WpPfNW9Q3aPc5v5f38LxXucjJnF9mYUKVafBwX9fC958F5UsJlI82lOjOdwh8xXwRk2exL4JIxT7p/BgUf9fm8/X081AyuT8M7znJx441+GMh9Xhvn+F/CXjN1Nc18Iavdzyvnv4Uzqy7z35XO7XBrfC2ckXIo72HkNELnghRfz5Z/waeGrxa5ag1s//DnL6kEwythwlj4v3PQ7JVL9P4Z6ifVmNYI9j9acR57/Dlb8X0jW2hSxPnrnseJqQIvDS2LUdXgvyKOauvhtbCKUx/wYUzl/NdfN960K5frxVpr3f4f4T6KbJdZ+dBuHNM9sEI7KgbL14c1qsPxQeRGNz7B6X36wpfHHS6v3z+bRRurH5ZOX5ny/74MJ/+eKhr3jdX/BBLe6p/d1+qfuxvrxXK2eXBx4XyVtRj3WHM8W1pwEOu99+Fr7JR7+v02pef7kJp68NdpVhmzSp/y/1+vUF/dwk01b7SQk37L9X4J5WdMxZhL6/DmTM6ShIas/5f6XBFjS87V4eudY0bRR+nnvg+Euns4vz1OrD+p//hruXGP5uQl/VgA8YAAAVbQZqAL8B6+cNL/CHDqvxXLlw3uPL/3r1+aTyaWCW+FvJ4fodgG7UbHEFv+es4bHOSYT/4jh1Q+fkWuCnn/jLLd878Ed78r8N1kyqE4+GFov8v/uaPr8G/nr5QuV+vJp3+CfWa3vy/VxL/9gt5p5a7sv9d/mu+/De0kGPOPOmaf8nLDL/04J7x9l7xXl+bqbV55xaZxjcPOT13ggwlx/3y+r5jm8oX/8EWEKz19fumn3fBr56+Mi8qhGQV7gkzd4qovr/Xh/zNpX5WMvp3K74SpZ+13+DDdfN18oWnKnn8EfMowSeCbhJzm9Uq4sv7+esML7vD0u7/BDGVf74QJ4Kbou7vmynH0Frz+f9vjVPg18XVPfOKryZ80/cN5MfWO///BFhv3r8LZrEOWu0MOlQPrIHml4qtNK9p+CPh/Zv935qV689S6QdJSH8vv3/iq1mv/PX3Zzpg495s35PNjX2CTGPfEWX6/X1F/9IP1LJWfhx6P0ucPh+gxGmdolsz75G/iuSM+f5yLwS7i3/ylTdPL+uWFb3Z5Oe+h/Lf+X1/g0XWF/Dg+qeXN8OqLzjMNO39W19gumj3y9vxPhatl5/PwvhnDPtb4MLlaHtGWuq+3OfTl90vgTPLe9+GSrT5fCNw5ruC8HZfX+R9ZCc3l9f5fPnQ+t+h/9F6L/6hO9D8Vg7L/fUCF4ZtW6+skyAxebWlL+lVhWaV+bM76mCxb296DG44u7vg4ecz9F/678EdZkmD8My8V6k2e5haZKoPn6cvhzmytGbYfrwX+SKb/Xl7f/BDet04QXgw1dc+VEcf9eS968nJKvDdGTdfaz4DrwRzU8VeEueN15f/VcvxF73Lv8M1WrAP0Ng//4Zl35fz6QeRf78+E/qW61wxH5fXJF9UUMezjNIk8mfvKvFT55eX/wXds4tquWtcm714cyNjr0huH6C/2jD8VeDUv/qCjWPWN0f/o0y/+GdZOpnyv/8EWO4t8b8K0L2/5uvBUNS6uGpT2r9eeprZpIXy/14SvPmtNeK5nkxcuU/oNefYvx2xpLwlnnSXOyXwz0m19qffz1/pLJwaLrDUap9Y51fnCB039hb1IRDHvr+qlPe+/4KPJ+a4Nb4a7n7Gkq/L+TRISwxlvu/w14yg60N4/y/T+Ht9zp5qbFQUic+FpK/4VnJB7Eu7Q+8usIu2bJ/8K82764flBp/TMX1//FbyuTcz/DOtVSKkKc/fhPqmEttZ/4Lb70nexBt4IsdXsPgjvPh9avFXwj3i2PL/XhKnq5t5C+6q40/A+Ndki5F1y3zizWk+WsfecfwRmut1+aN9/5re68TJK9714rmY8mfD13+by6+w80Y4DTg0X2esNx/5ff6DXadfmB0ML5GCMv1d4JeLrn/WX9fBJe9q89fuEfG77L4WqSN93X2/KDfwSdVlvfDE3l+7ZOK+rjRQ+/J5cJ4I+ksH4JPGVaDX3UX5f/dz//BHqfOX4L9Q97yf3yc6ko//WKvCddKbMniOabyc4//BFNjUAekiylXnwZxKWzq8dKEvh7Dn78t0l+lTdK8uh+JKDh+oW5tbXL8b9gMEfj3J4rwSW18pXrhLL8lUfL+u4MMNpKGqodj5GgkdC3euGG0/5faxnRJgDbwRzbWwrXCRXfrX4JIY9/Zl/Xofdduftkw2VR/gv7lpLeqMtSv/Xhrn2wcjpBz5fLXw1J45Y1+88/hfPraj1rnalUw6OdfGWqKKX13aCsJfgnR/8ja/BRoBVAbifNl+DToL5Hy5e0sIufbn+Ty93HeCi9x6rZ8UG/kzfE7/hyNsvqUjhji83gvvrHGXY+RMeDWQcwHrAAAFd0GaoC/AennDWU0ZI/Kt8Fvd9tWL8Elapzfgr55+bqSLM9V4nnqpQ33P4JOhi8X78uA09Yml8vGyRrwTRin2q9X4JdRvuOWD1+CTKVrFN4Ylf5YeFEjDcSFPwd+LrXSacQX8n68MdtdX84RZe4SdrNeGcuG1es08s9fl8nLz9fCTl8Pov7V58FO57/56rQ7cxfwa+tV4/szUvefNF/+gUbyt40y6vG1fqlISvza1LCHRUv5S//ZvL79wRam//8JS5vrf4I+XvnK8nDL3L/f/WX6vwz59V4fll8Gvhfq8/upOj/fgjLy+pPBAS9W9eMNVKHT6v5PBbXXSrl+aXPL/vh7Tan+uJfzRljP+u8Mw5aPnUAjeW6mjDTqef1w/Fkkl1kwHHlK+6829y+sF+CGm+wZfevHZfL16/rNUnnxSosJtNf/CWTMv3rfBR3SlJSXKDbw5eeNWeHey99CI2v9VIX6/m8Ee0+UnnuPStnWXnKoZScP+DT2SX3fk3v89fKMOG4t8l7gg6qf+EnW7c3hleWnD1y/gl5Pum+pPF7kU73/BFc+v4x9zYuvETdfn68F3PlLS6Df1y/Bdz+lfWvcEPJ+FeCPN/yvBFnDlcp/d3uvfbNt94vOtfHcsH/rhXuX9+Lxmq1E4l1+fKVbNf/J2l+Fo4Jz+qXfzKy6Tz1+G7fnCTVwa+GbysahG7W/MJHD6e/LhH0f5vGpPghvuxIX9fC3lic7q0kXnJuYO9a4/CrV8mb2/wQd3SXNvxY/fbYn/wQ5nkdXq/Cnk79Vk6n0l1J4c1HF18qvM9mDbw5zdO4+O8HUTvYPfDefvVlJhRoP533ZuX/3PXIuHM/8ngipRxo+y/64qPbm5WtfwQ5v6sv/0CjajyQq9789f4dW0l/E9Q1JR06zGpN/L/9m6Z1161Bp2YlFDQ5b8hU379wQ3vrL674T3b1pov9tYrpvsi4vBHXIz1epxb+z5ZF6/XdHrkWGLH/PX5giUJH/L7XtEmfpfLtPXhXu8npS/M+OR3wR3LXy/BFN49Tyg08E+moZjFW8x+HtVqh3iXOpKrzHh+d/hXu2Trpd+Oi1Kg/h7Pnu87ar9Or/DHJ+7tImVEUU/+uX4Y7jNezCZ3+EDzD5ff8O5v7nnlzux+GolbC+/DmtYw/Npr+G6S6/jstg581779RW97n+/CPJjvDjorzlGpf18EXdHG/Bfn2VCf+Wqmn/4Zlu8ZqX1ZMf/DkinfL6cuGVg0L/Xgiwi9Gqvz1HQ4cibSr+/XJFL/3gj7uYX4nRqHWtefWM///BHH6ddn4fOhpRWSJ7mf68UBHTVIXG+rWfUT5fX9Gc/PynuGa5+vPXh6dT/zTrsf8PWIJrKpbvX0yf+I6RzKr/nxfFv/Ct7zMdcV/g18Vmp4IW/z+FvHV59J15O/l8EN95X4Z4e9r4e5u/bL+vavRf+6V5PNcfX/JWHv38OacQ9O/431fKXn8Gnghtx+GX77oM8Pvakg/5PJxXXgiK0v2vsEBLvu5/WVmXxsatoWIgXnr4eRe3yb8/vxspZl9a8b4nkPZXrVXM2D6EjBp3H8gajKPhDhv+1j8F273u+cl8EfJub8L4T3R1vX5t2PBr568MfeIL9W+CKdf3JPFZ7tSr8vv+CGf/UnnrMmP//v1dz3g18VyJlwzL+dN2X1rF+C/u9w5o1jk08cqMIeWS9eHNKWCyiiM1XkNXJFl+/sE/PLk6y/Dcns9fLJKzXkusmfDcmXqXzl/l8Vve9yF/P829P5YbUPgzXX915NXy+/L7168Rveuf5fdfBDbJWTsp/WX9fVk/hbWu2uuTmCB9P6NXUGvr35pM6f7u/3i/CebrjbL/wvtVkzWOU//BDdJ3qA9IAAAYjQZrAL8B7P3DgarGqM/DiKkdUVUv+uex/kFtrn99N0taC/m5mOblrlLzXwJf39mlvgi58nBN567jRU/WuWfH356/KOEBiKXavfDd7fKNuHdYct8YvYSGKgaeHIb9uknh4xj0X/XDeXvr8cLdCut6C+71lZvF9SE85HS+n+edv98fH/9akX0Hd1J5F+8vUlb1KD0T0/hzd+p9yDQZuaUx2tLX4byeksourHfr11+S+fvwzzcn18Nr8//EaOHcQ92fhved2bLZzzb4evpaCQbF/XxGWVZ95fbXw3JnUPpflb1D/l9O/y/v4L8mX21Zxzr/L/Xjp/7tdN78EnbWrfeH97u3nzwjWMd68lPf4I6Kb4Y+Xn+X3WqBNlyFX2XxV4La33lT1Xh7n9x324r++HkLQ/Ibg+Dvw13JmXzAk5QIOWpfL9/vczH8EnaG+hMv3XhmHtL3XwT6Hst4kZEvLd/4bpGe/LKHTl2BUooYUL/4mkTbRSXSa3w5aXcfNJXiK8Enl+UGvgk6i/Zff8EnL9UX/3k9XEv9by+PzwvNj8u/xtXLGXN6fiHvvr55lDLbv8X59vPnx1dJMkn33+GSVqqzCamfmqUR+ES3vd3q9eG9yU1MnDzk/+y5/Bp5yL6Sq6W+G4309fPdIolenhrqT9DP3/J5Zf/uenRf91BHq3reuGbW6xtf/zc3S+Gc+LsTE5Spua5Z5fr7WCvLl/8J3Lj60q8NS3+/ZzwSBt7yZ36RuXPw5yr+xol2/15rveX/3BNzxv/Mi+X4T7ve/w1duchUtnfb8ngl6bly+WL8EddYtet+HLja7XjNPBx4I97u/NZU2d74I+SXL9YPz1TaMl/N56oI9Uoyal/Nd+X/VwRcv4X4cvevhq/luBMG3j8mK82vMzL/4JLzHeVeTe69+X/BHvPkv3WnI/oEsRhpRHH+/Bbz6T5f+fgkyw4pPPX1kf+GI2v1S1+e6/Ne8G/vu5fC2skj5v1DtsajsNLf19+G9akLhqkf/Ndf4ayUS1/hnun5K1/BFLI8doOPLa2hPggqXmpU51/E/qc+HZ0zjjb++9Wfnr8PYYtIa7wzW/KV9f8v/uaSX+CS9LqvWoOfDdyE+XGyyaj/4QvqXPff4W82LyyX8/T+ev4Yw1kL6/usX/C9PSPvr4XidTpc7UDh356oyUOPf5f/oK06yS018wVVxf8J8+T3/gjyf8/Dls8y7rwTeejOmfV56+kO/68M4by3XybKFvxUX6vaBuX2/wtiuK+K1M8NPv/w1fL8MkQ0/+tivBJybcvw3vdf47ovN5v8Ek/nZub6wR3l7uUX314OOgv4SOe67GS8TCcPIqX/iPJfjaD+C2cVXnY8sv/eHLRvr/DVv14I6SWz8OTZKWUjuNqyXy+v4IttZxUX9fCWOVda/hjzZh7Jq7UM5f/w55fr47c/4L80t36y3p+vJtpfq2X/vPX8pYn+Cu9rmyr1Yy+/qDC958+vq5ZsHJf7ugRXfKN+Gd0qyWVT/X05QxrBr4ry/l/wvTzEtVWHUUsU1/+CWvd3f8Lw3zNqhtbRacMqYULfwT0U/fJ+y/Dp8doYWhmJb/fe+R5WPz8yxfrymJm0vP1Dkn3+M+rehsLavvlx3atWJ5Kn2hFz5PWUG/m7vL+14cpN6+mfvy/7tjq5tfvzeX9fJdKfCeCOTEvKvNVPXhrk9fgh+8W7+Lt0p4p6L/vi+MtFk/y/14IN3LHLutVqOjl/Ivlg0XuGcP9wvqSh2P15Y2u//nwdCDV9//LF5fXrhXgjzr/V6u/C9Qt95+/lJodSBLvHJu1cpf39Yv3z49643N9a3vVdwuWv/DflyWXmNfg18ty/Xhje+7y4SrM/+C3L+944+eox/hfJ4XrS0rr5puj/L3d+W7nzXguveq7G/sF3L3xfOAc+CTLKHfMfhuSmLDcOSS/ry40vXnr4dhxDUX+CjWpP+N+ErjHvkX/NcJ3X/Ny5fm7bS9SpIX9/WUGvgnyfpy/KQvl8v+CTql0vm3eTwxL3z/43KTCDSvfmvd5f++DfwQ53NeX4VkXfPnWML/+TmYmW/Zfq17e+Iy/vN34WkdvPnKErtns/+STXwHnAAAAW7QZrgL8B7eYNT7vw35V1jstXVn0qbZIv73/nr+H5dpg3WuGvPOOPSsC4I/HF6+gR5vv+tS+epBeMnX/w5fdfyKQ5Tn4a45Oa0bln8Gq65PVq8KyS35q1j8zjKu2H8938czMDeupQ1PvWTb/Xgh1KV8Pwzk1Fq0G//+vcmVuvNdtzx+e/5w6dzg8i/9dl968Nc+Vw1E7/BovoNcvr/DfT+fnPhttNeoNxHktvpa4It31+TyYi/rWC3i7m8cTWMRUX7/DPLxL5gfVwm8Cf/hfy7P9f4al3fPX0qWu68EVPdvwQ25/ZBr4Zy/1/HgxM1+55f4MJqBBl935fjby38XG8V9PeX/pQXWmufH+y/6576zT/56h9TNgU+vC/bW98uG+Xfrz9Yd5X+X/Ww33OPr+E320xfYd+F/PIt/F/OWPkS817165QbeXdfz1Vm2cr/w4Wp/qUUpWUs968Nke3lm04VyViJL+K7u778Jczb5ui+/4Xm3GEH5Zr+8nXh3q089yEYnf1wxYv/wQ0u2z8L733dQT/JFZL/2X3VcEW62ANfDmEl6Ozx3vXhWur16/dkcPkL+f2bd8vuuo/uivfllL67bl3d/m7v8EM24v79Yr8ENp66n8pQh093wZ+HMiMpf7eMw5xvfhsj3qU/Iv9+CXl3u+p/N3dE/v+jbv+Tu/wlrSfbBz5u7ov1+DCfN3d9Z8f/7vevFeakVvL4Y01zS2M5KHpZG4Qcval9fwVY76+vMJO9PF+9pK3vhmFspl/Ce3/fnynctIPXw7AYUJg189nw9EVfbE3jFF/3WvJWn+rPwrXfc36HF22Mf/hvzYwee/m8E28rV1tl/3ybzFJf+sE1+tXs/N3JJeersSkf4NvBHWvpHrgj82QfivDOJHl78OXOV1PHN/+Wtlfgosb76y/DF9Idax5Ir6yhc5f4a1lOZac3/5ea4O/F5skJLnWuFd3iuXvXzbGyb9zeWa9cK9zdP+H+477lX1I7l+Y025V8M3d3YjWn/Xgl1LHVU/frKvdX/vq/wX8+NnX6lqbJxz73wR8t4ZBv5sm2mvc19y+CPP/D8Te7u+vDN99fKfleVL8FPLt6duuCQv+uC/SuG/fX8MrRrwxI2/l6z7Kn4NPFEL/l7y/14Ly3pw9jA77nX8Odly+v5r1p/rr1BDw+PckH6tXrr8FHN9YbkSLL7rWC/lzL/Xh3Aj0/oOZv4ZPZfL+94Z7u3+P6Iv7+fl86kbb9Iq7z1kXf8GpfL/E8vsiZ/wS7OXJ21hV4JYVaf1Lf34Vr1N0+vkLBqLcH/DlS2rPiY2J9v0cf3L7p+C+TIwsZol2/MPwiwltf8VaLfWc+fyXK3+GeTKlL1a9eS8u15s+YNffLdeEdbyx+WyeCOq7X4fPLjlsvLefFD3tvozeGPvsxMXfgklg3uF4ayXtDssj/vz+rljBeiz+DXwReTJ2X/vDldJfjqPl8EtM/zf2y/15efbL/vRbur/PX8sw1az4IIY9/dLmxf1B28ZZfr3Nif5f78M5q6/KGw5sMnhzxWv8b6vlLwy9gz8Lw86P8/X5PDs5hv3Uyfj97bWq1y/14erJ7VeZtTTbOHv35Sp7/DJMvP1/Uu/BVmnrqT6/D4riu1v8EXDvsgxa7yXvXghul1l/tUwTz5uT/F+bOP1Br5M+ZfBDd9l+bev3e9F+t7N5evUw4MX/vESGX7vr8pFfBr4cLMVLjuvCc3dLKVb4vaJ8+dePvtPPKS3/m3v96tqi/fqGa4h7/u5wl91T5fy/Dmt8sN56Mi/6gmrJ8k32Hxd71X+eo2VU/yebyyZfy1wQZfrXm/q5q8ZWvt8bXBout5df+CG95Sy/v5Mrn/lvd61yXx6p+97v1c19gi7pRV4Vrvd6+e6MwyvPX3lVFDEHJf7Vz1MoDa3P9+CG7/t7/7p7ov7fnrNWVD4nw13O72zm//DN0sk4vhxNX4D0gAAAGRkGbAC/AefhwNS/WGFjf169XrqvJ3Lnw3m5PrjPV+i/+pbTfL/vr34bnf1jd0gpT+X/rDfif68VMJOTn15qE6cnrll/1xd7upq4NfDmHOgM6z/n5UUZLn4Y5f8vXzN5i8v/2Kuf5/0X+9zWs6fxfGYjqirybvfgnpXd7Vx8nParwR2q4KL69WfF8kdfhyu6y0hpe69eGsfXr5z5BeWT6VgDfwvulLXGENfIEipw/EG/Dl74IezT49G/+evxFaQfy//Zu7y/fWW+Xov9XhmfpcXx3315t3deH93la0b+MIOCd9fpa7lyFB7fu01/BJd90Gpf/cF1dyfR9T178JdSZUxrl/rw7NrUWbz95/Wodm0+X/PzDxMR/w1jVMr8dRaWX/Zfv8sONXX/rll/p0wX7lbl8ajV84+d5lf8mq/i+aarX80/6XeTV98mCHlk/Qar1DlIn+3YR6EIkuGoZJeSm/L/3hsr6r9Qy3Wpl9f2Q+eX6/d6HKX/3DF8yUzL7rDufPRz+98Pw8fceX3uXSe9z9oLXPX4JNJrqvBQTn87fDuw2XkuDgkeOulyfvylP+DRb0Cgl3vlezXygoyqPl+YLwRT78v3TFeby+bGX3+g9vcVvlUXr8lZ3rzS5f8Ee1WD8+X5a1GyJeuCPqvfhyo4vWRXLXwd+CHyY35L1/CVNre83vw+u189fTe0y/dfXiSk/KnP4NPKTVSeG9usX8yI6/wrkzSplY19osotF8V/kL9r4rlwsz/5fXfE+fMuP8EU2b5U+3BLd+sPU1BRfr8NcajNflB0aZ/BDn8+Qflw6r+DXwRad2Pw53bYTUkK/8EfjS9l++s9fwzLK/l80vheXL3NtJayX/xHkXj1WV7560X+/WvwSRX8Pw5XWX6ZmY14ipOdfkddeCK7+q8EkqNeUHPkvevPWsbb/fm43TXr373iv564yYn/gvzSubT7186czfxd96UrMv/pntDK4jSJIvwfebd68FOX/NvNkVF/Xy55aL/b0TUjnNfgin36/DV38P4zKK52/BJpn95V5646a0vBsvcsmf4S3vHff4I72mVZf/dyZ/jsrHtvPnL/1hjh1HtabvtZc+Er6n3/idJSyq/56/DcuElCXhepZe7r6cs2n6xr8LcMvS//0PxNeH/73SryTN4NfPizPD0qz9eevjVz/wRZNhp5xL6e+Ger7aDeSb/y/+WC+ulu+ViGUlr+vNBhy5d3d1x+Xf/Bfd9We3Eu/fkxXrzXDvDy/v5c3kL/fwbLrC/hn7N4WOdgcE30i5b4V7sT3fEMPOW//h/UzOnW+8pWQ2loTKYg2tOP/Csnfy5w/kHp9+GLJJXSSfB9E7Bfl99f8Fd7z/cP41LMyp+FcmbJ/5DfAWWEsaE/6+78vVpl9f1crcE8tvvrr8N61WXWG93rw5d6ffHZ/H+EvLr3f7514N37YJtz/zbai+/9eCzlLFQ7vL/X5M3/gpOnviX3fjPzGkbf4W81MMva+GpR+6deE9VvdV4JZ8w77Z+YfPlCd9t64chs4OOX/vuK/gnhuhoimuSfgg183n/wh3GWh/U7f+CS+abi/cEm9zpT7w3h8mPUd5+tGv/hm8+YT5BcpKdG/X9++TKaL/fnqZcNWj+vDNTP1xuCr9P7NVf5bSm8/BJvfMPnr+G/sGhfX8mO0x/VIJfBDqpFurwRy/xWX/6BVc+4b6U/hf3wugve+b1i/qHerL/vhO9fNj80i/+GPLGGvup9QVf+C+T2ud/iYqf0/8sGnmvPn5uPkc/Ezx8m/1qi/95q3pe4Ru1pu+SOvBFXL8P1c/Nuf8v/2HPL188S1lr8dNnd37vL++uX6/BDFd8X5Oq3r/gj8Vy38wXJu97xqWbfBp5pfr8xYb9NlLL6a7gjo62SMZi3b73UJ73vV+utfYJ595F6FjD4JLr6rwW6xj1qTYPw1PnUwThO/P15M5FunL/3rBr7BZvOLBis/Ge53PwVy7r0KR75/i/PXOFQy5Xrz1+lDk3gNvDm7uv48QkUTv4SmxV8/Xgn26ve5fn2mHBP/r1mCL/9mu++gSa061tYTu/y4vfjmXwUeDWq2LvBBv5JGWv2tcR2i2/f4Zk/qPvXzlvRf6XmL9eTZf6/8EW9ZZfr8FMVtLL2+SPdAekAAAApyQZsgL8B7eYNVduX30s9cE32ufvzTKKTvzYdSKF9+XiuvDmWE8G/wgxy9cNzfNf00s+H8EPN/fgn82Y7Rsag68EMl9gi/f0apM/ip8vPnvvBDP/h+F973evh253733Sd3+GvPq/Dcowovrwt54LVrj001b15tarwv3cq96+sibJL7LPal2L5eqg0829/gm1ni7++4Rf3dfw11XsOIqG2v31nr8f7yyl+/y8+6+w3Ecu6kDsJXcT/5+XDS1H8v93ghyP4pFrgnm603fb8M6Tz3zKLvL/fjr4d873e+X2/wYVpg1NSfkMPHSG0twdF/9QjDqTL+q8L1Xgkky9leGeq98Jn+vrwTVqnu+H5u7vwSeXs/PX+GL8vmvn1eEue5yE6Xl907oZdPd+27zymb8OXM0rd2yh/cvBx4V8vr7SO4vlHYc77OX8vxW9q9r4a8uL8gaD8n+Tw9vOUP5rXLloQPAoll5PNyI314VrW7b18YD0acnL/on34cPu6/jb/0143cda7vL8Zsfd6/Dttmfg08NE5ev8MyYL4WKUfS73Xxv/kPfCXlyXL/BHc3fiov9+KrJLnekvD3n7PuPrvGNRu5FVHiRsxr4ShJW0++68EF55Vphlmwjm92+Xr31ie58fa/C0N9KS9hqX+d8Od3vWAjfoVvh68/vd4Jn2jtSJZRRqf/4Qk3TPncy6bCd6DXgvkLkh3NK2+ZM+zowal/rw14upsDMrti5PevcMXlyOWNzEw556jNwP2jwKvkZL69uJnzhJv97rz45KLl3pq8v+XQf6qfOcjV7x4HF/5Q5kMymPgiwzbjy/CtRj7WaPzD1teP7MPHTVmPhmuOv6lwzJP4bnx8gviV5SThRc+fh7U2Nvc+Wzu6/hlcZqSy+H7iX7zNrrF4Vgpf/C018dMV9fnD05INrX/D3dQurfvdfHv//hmSyNfXwn49JcEsbB3+G/Pq+5Ohxj7/hqpz+oYRV/2g8PYSDsVhyvWX61w7n83h73W78mqx/8M5WXdJfN8oW+CC5uX60t3r8NXiIdesDTwRcdTO5+CCdmXd7T89mG/i3kG7IFv5/fw7LWfTIIV4I+7zn4Vjsr+HcrSjmqG6X/w3lRU1KlOFm6wHfr7ORz8pqTRnh0px4Nb17fPJpbpgfdIs8lwa+HOXvrw9Nf/BhqkbJYNVahp2qBnz//hjL75UJlla4icPxmQ8NxfL4IJp+W9ZMqY3kiI3KZb1xmvDnCStptDM4nbkjKkDgZlzu3PjcuXI89e955eL/HZm8HfD/Se5t5d4X7c++X/vD06EmUs6+9/fLKYcT+eskyknhb/idaVUvz8IdjrR8z+X31w33Q4JxyErHnLYyge+X9fBbvertmL8K0t+MrUoxOfLlmWkmYf+F5hd9o9PVIfKDSILoscCdebx+SX/t3xqUz/Bf5syscYSTDFu2BH/gktP1+GZJXrhxcf+DTz1D1v0d7Uxdtf6L7/jdIR/z7PKrt6rkqG5O088ijfwzjuRfcUNrD3EbIBuEVePOPsv4XsbJtz8/1VWg//wtz7k1Nf5yxrl/rw7z6W8/1OW3H5B0Jrby/xuJsLkf64ce8XF6Ry/6hm1jxS+z7/JVf4bmf9fzog0uN+Hd6vu21Gk9f5PJ8L4a1dV/aaJKYaaEvh+1lwv4bSVF3nc5/bGSEwv8M8vqQLQjrJ4t9G1rxX+HJ2b2SzdjBCkXHnfkmCHZrXz8vx/H/4L73u29OPnJCO68K4//73XsQdyf8GE+btmbeYQhwSnid2d34NfCVNwi54/vNiov/qH90+XI/kv19ShzOKhNp+p7DuV/DHDyVg7/1yCbf/l+snDvF8dx73781Y6Vfw1m+vtSaFnr+HL3qfRkHrJh/DA/8NTtnZMf/xge9m/Gbv7JVTvwYUt+WKh5EmuFGjP/8bGcXlHNSyDST0/p4oyFE6GsgXTSRShvJf42SWvXUPzZ3b7YcbzynGT7miZ99cC/z1h3YHLKew/L/NIIfbL96Xl/XwzJdzdodnC9ys7v+Fru35epxTMvMIw44bG08tSdF/h+SWe24+hMzpWSg85wz8oSIUaLMG14ze72rx9fjXkX/vDfd5gcG5QxG/eDXwYZM3b18cZ+crL/fhiRv4JvK/BpU6aZq3FA7Fl/DsNrjfKUNHOlu0Oar7hdE+5F3Hpr/hfyTq9WOYXLv/Ct3x1oSvXtDK5i7/+DCkQ15Y1wm2j0j1af+C+feQpqwhrMIn/+GMl4wy/hgY+Y43OV/4W8v3LivLhqzLT/y/f4ISIPfysv/0CLx2kVeES3q1U0pPVeCLaObWekg/DPxurcPrfwF9a4KLkRLHy9zL6+oY590zEjejndkB7ImHQzm8w0aumBp3+CDzsN5jhyfVg3mqSUnBKtl6DvUdpy29vu5tw9bH/0ENa523y/4V1fy9iH06aFxpyGg+iJB63+hGX0vUPy6Rl8WMnyLvPkI/bBtttP/Bfx3O92Pv1eptxlDwr/w3415fbeHXvjczNrIgeT9u932KzCSXgovuc7V43EvrfhWfsviuKcHhCs5eWIEw1r//MTj1C+HC5s1wzbHhqX4XFfhjyfLhkKvCyXgie6UPEHrl/trDcMGT6zT59/rvBfq6uT6a3bPX4NPBFD3fz/vwQky319kpLk8L3nVV1ML+jCF5nx3nLWQWKFTLt5DUvM56fhm1DHt/0Ci7g0L/3lmkWBnfwX56SEko371M8Eud05gcXbP4XIullusn6//GlSIp3bdsfbr7VJ1PWW/ov9VYIJp98vynp5L6ssOvfwrdPP/FONmGg/Fp6IZIY7uB/DWlL2ZwkfUt9+OhKKPMd8GHM2uqlTDckJZeUUGLH8aXL3LpMvvNgfdirX3OaMXjD7caftdv3ObNjv/68FGM0+X7gvhvmxpm+Z5UvBr58UPsnhyXXog3IE5fr8JxfLjv37h3ieYh92S3FVCHr2+9E0UXl/rxGr3r+bl0nXnrJsj/+C6e/WsV+HM7dfhPx0b36tBp568bu+vVvw3csX8ONafy/14MN3mf5Yd7v/L/1gm3W+7gnnqHl+HpB3s/+4+s5s+C/SfqRlvnFUihf+fL5QuaP8bL74UfeG/jboqGgzbcW5HUiBU+ynieevnCh7aogcP7BJuf+VeFuqkj3X5A6mmv3veX17wxya3nli+HXM+QvrfusR9eWfN0X/vBNXdYx7FYy+/56gi1LbvG//PU0c+/L/1l8v+Gq69Iay3/3y2cj8E0byts7mXyJBr5pV/fqF6V2ofJEpTwCLwjqDLCTj1tqL4bx0HtjhH63+tCySqoXXhyuM1L/DN968EXTfDL/1Z/ZKx+4pEKl6e+G5PISqP89//4Z3uvGlTKPyRl/3UMztta/PVh1tG81Mv63w5fJ2eGMR/yayX8LyZ47J1nuUV8Gi6s29/gt7fdu36y/PUyYdic/y+X/Xqw+TV8v9+eRvhmXE9V7yRuy/v+X76xN9SynXgkl75Rfkycm/wxd5szR9XHOathL71OGQb+7at/umbeX+9QT7lifwbbfsCeW7eUv17nr7rDt95vDN4nwUXM/+vcE3LDPm6A84AAABgZBm0AvwHqX/XQaw/DPiHr9FJyeGMy/ukvAi/y56L7/vzaIL/1hvw35cih/l/7z1hrStW/4T6ttrX5c+YNPBJMvrKK8+vj5caLMn82ks3vPsd/Qak/UNRAv/8vl/wSckn6DfzcmV4qtcbXvwTyEb+bZb+hXd5v/LWnS11qvBBl7+qnlZ8Zw7S/0X7WTC3EPP1mb2JVs+evDkalvb+n3TuUdrl/rxWX0WfMv++IpK/d3Bv5dK5PBBcXpHHHd3P46pmw71lTP/4ZkenBVJGren9eCGnryNeevyICbfw3e/Dj3frwj5fpH58+vdLf56++NSgb+es6GeXi11qw+CLN22Zb8KVDm0zL/+78/7L/fgwk/pXPa+jnWOfS7wmTbHKVqDgvrSborn4V5PTdqpUbKWH/Dkm/LgtrJf39G6Zebw5rJihvu/YZFiuGt7L7vkgwll93UeBV2IzhLz+CS2vKDhfZebYEvwv4RqV7vljklJvn5fFa7BBuF/su1y78a8uEX6cPf5C/9YKN0r3nbf2CfELG5+/t+EI00TpXu7/wReNUdRf98EVa2fhzPuvDcSX14Kt3zZSWbhrKig7L/fQIrn+83l5fZf1rDV83WGbmWP8BAl/9Vi3rjNxCxvuK/n1xfhnlxVVGRbBD/+aZOPMX93TBhlfUIqX3+PNsqVED/w1WSTsh93P/+COZ2PMq/CvSdy5dj/G6fDGb81dbq//UO4ae9ImbwTZhZhhqecN8COZMnll/Bv4vWrvt+4qPr5tzXl9P8EPP9IK83jarwS03XJ9gTw5PtqvCHc9ebufg6WuN5sk8mSYGnn1+PNzp9mfntBH8O+WMqWTHpUFynJj7u//4Y8kHybxuc2aIEl1VHvwQck+aIedkG6Z8kwqeCWo3Pv+OpJadrd/L6/hm4rd1ZmjJf/CeTV+b1vgjvn2/UEmZiVfsv16k8ZovE3c2avRfPWOf/y/f4V7iGke2T8rdtf+Gr0z9Th+mHZToyHJXG0EsK/wvHSP7a7ZhJi7DeGJeL5ff8N8Me1w1E//g4L6+o2vciH3x/03XFL/ZyojSYUa8OYXmO2UQY10PfYGXw6e7vu7vr8+kF/4kxM3hm4Zt61wr3d7VZ7b/Xgk5481L1Dlz4a+DDm+/4OPJm/8ZJ6Y+vm3w1wrjAoU9cN7my4b7k1qv5+XyIjwYEW2vPUP3MOD38nl7tLz1IjPUq9F78LTe93lavyujP/irN7rSk8Em7u7XyueXBr4c3uvjFirl8M5o1Watffheqrqll+N62iXz1DK2H7//DuZfVRj3iHK4Sdxf9+W9uvd3uvBfJL6Rr8+mczeXy/wR8ZXy/Yw/4NPDg8udfGZrYVNleoenz6ieQ77zBNOGeMQua8JvxLXCuLxdxXfpQ8asp4eo4/15dyR356lGR8i2oiCh103BGX/5AW0s0nfsF4Wnv6RcVYbSrc+0Rwn8NaGNY1aCPzNo0Tn/4Wlp09Je3Tv/58pQ6W+Hpbp16C+evngUPZz3w9rK/luHfdfLEbBp4wceHMZ3d8Z2w1OlMzDs9fwWEy55Pdv1EebbeTw4WRFLqoUMyBXd/57kvvo5ARwg3b+C/uEnazdLCcNlUPL//F1X5fL/1gv8vDL33H3U6r4blVFQeVJuNhqZlP3/DMxFfL81vOW+G5X9cEGmm2dQ/8Ga6yaFL14RkP6eabn/b/Gd35LPf73+e3hvjfL696ufhWZvNb3b5ZSBf8fl+XJ0JC+N+/h/GSFfN35tzdNpzQb+sGvXjeX3fvet2yWk6ARdDNx0HK9cLZcnvjf1aMF5pSg67+7vdeCCY5SLtTv1ns31OHmzMOtFDzKmHe8b8N73nI0VjE+aqV0X7fxG5F4NLcGq7/wzsinpXw6sjFLyX89fDbDDtzD/w1z60vwrz/wxkju+v29GS9+F+1Hqrm6+QEJhM4kkiwvwXXzh/k8vw3xv3X8I/stl/vwzzrKpqb/8OWn3HlLGNSGV4J/DvKvjv+C+e+TOwAi9/V/1EHPXhXSIy1gkvUfGl/4Eer7f/rwS90ty0u/DMn9iCHy2HfGvfAeMAAAUgQZtgL8B6eUNPei/v4cu3VYZ57lfy/9/77n/xeVfnz+HJP2M0Zg+VW3O74KKv3e6vPWQaabnrzcV631lJ56+Zdt8v/2G77r868qfwR1r6Dfxt3fj+/LmaVsP9z/Rfrfc69/wRbyRxH4nJ73f98kPwldrsnrwYaTynyw1l2nIPT6i/Xv+Cjxjx8+L8GG9yb6uZOQP/82dtWX/vBD5qdBuX9fe3S+DDP+RrFa+e5AWZb58XyDgyn111+Fs5cn9T3r7vevXqwXgv44295fh+OhsILwieesmSkfXhuG/bvceYRuafya1rWgQ3LMNDz+RgBvLoV3fh98ToTe97wZ+flrCHxr156qTzqv6hrC9MfLDUj96uTyj/z27OGXN/L614c6DLmv5ge7h2+3DetVKrm//n5fIqM8iL+uq8FFV5czuC9W/BJtvrXWFuWXlt1GD//p+kCeon972UX6urBP5pGvvr8RXvyvBsX3168ulf5S3u/ORfHJfnmi/b/fhyGsBMb2TQKtPf/BRu1d/LL/T4Ip8+FPXBNeX82YrftBrnILxZTU9mNGMsOIGvivM28+F90n14iT/lp83d/u46vRf98Tu9tLJ69+fuXkiYh9esWX97yw3M3R0X6/DJT+eVfDt5fg68pOXr1Z+73/LJnAgF+/wRT/4X4Lsa7nk19l/2nWV+6b5PBP0kp5ete4csG94JalCdOjKifj8TarrUG/ghy75S+/L/hrzdY5j+bz1wUduXo/N5pumv5OK4OPBJxfKbzZc/l1qlvly/Xiu2uWP69B35daT8vE8/CV3a7pvwT2qp6r34IeK7BeCHHKdp/WKDfw3d9cd3/L/7m4ytZPJDGj/yahJzrl/+gU5vS8y+7nF+CW/P61IKvLnC9X4LPLw5k/L72/DXVVphBjn/zb2l5pN3r5S8fpgz8OEL99eGHe+/OVXPkV/l96XDXDj3jj4J/xa/w7rh8e8NffluBF4N/3GC3l+vdSV+evD3Uey/+0HPL2Px9BUU+EOpNiH7zm8v/WJ6q+6L76/5eM034rm9K8GnQX8N+pT3lopaCq7728EPkvb8btu6rtP8Zqd8NX7GdHF4npZfe7oE/Gvesy7CX8ms3d/lrf8OVpE+LO8k/Qh/cv97h3WoY1O7lF21+bH0so1/+TML2/nr8qi83nr8N24/wx3PmWx5kv9M9/BDu+KDry+WJi/64Szf3S+HT8uRpTN58afa5Ew0ud/w4Z8zKts1hphDcSwtozF/dpIFNcuO/Jn6y+nKrQWvrxqgApyUzCFoU/rvBLtkXzMVTM9XnKvhiWq+DTwVkvI7LGb9sv/eJ3efD736gkvsmN5f+a+kTwtwvq2fqXzi/15bnW/gruvhxQrGe8q0pC+u+e4sj1v/ghvrL8El39V4jNnbrXyl5/BqX6/c/vXhfPupuXeO+V5EMwp9XJPDvcsJn/Ni453/y5vn8F998Mj7VTpt/rwUd3XSw/C+K9u934ZapYIg3fq58MfxHmjVOud76nvwYXfiON6h+cnxrhFbQOXy8lw0TjrFdf2mpi4ga+HC1j3FTx7T73w3NkVqcwBTLNLon61/wQToa5M8i+5k40yWh4fRftf19m5Pl/fwQVhbJh7337kJFvuEDjz5pevFbUmcZ/euNwndf5JBbV7vvi/hjN3L/9Gu8236mn95y+on8Gz3y9xNgIF/7wx4aOG+649+/XrKD7wRXGZXOLe+K7uMxHzP2gX33PHr58D344f/uY6o9dgPSAAACMlBm4AvwHv4Iw1i+K/N03Rf389fDdvHlBtfYc3Ok1/h6/L5Z/5fX9ary7dJ+bnu/NfcGvn4anFq/T+g1d3dbhxz/rz1uH5kzzg46JyzX3l/qpQQ8JWS3Mv1dawS+ev8QvfhytcWde//Nuf4NfC+8/HafXhF479PvDc/nyvrPX89fje/KOfDVd1Dvdf+X+vNGe+b1Z+HKSSKv6MI8MsSF+X8M1g98F18wPE94VUnmvDfmxfG4LcH68ObVVZkfIf8Hb+gQZuX1vNParhKTLUeE5/98aXl/9xOVE3nj14L8t72qvDuWkwPmFyBb4S1mt3ovhvhhKla/MuR2i/65b3rwYVS31XKOjlXg48VyckrtX4opWrvevRGlL/l4KeXc6+P++35OT/hrV7JLU4bYEo6RllV8PUDPhbdp/093UNMpkf/56jxp8qT0+sMkbJ/vzPzL/DR70eGUHlTr9eCbu92tQa+G5/vFkXVoa+X/vPUgXJVw05xJkKK9D8P8j7kzkaX3qclqDqx/l/vwXyQt8updhxI5smhBu0DIz7CPz6m/w//Xhyuq8JXjuU0HLlw5fXvDNnH69fjc1cMwS+e5TUoXV968ENyoLvZff8l3/heT4bqXMcvqGfkL+HLu9fcNz5+Ciqqm0/sb6UEtTUpBip6eX4Z3u4w1NV1JDRl2E5ff1C3ifllvnLQg0FHg18LXfWir8JWnql/BdMur5fs/PwkWdaxevJ5/8KyPJ/y4v4zNz8M2LEmz9BEr2K/xWyWObvy/64L8f9+FXGGs+l/8K4OR/i+WVjqP/gq53KX4+jc4pC/14e7Tmh3etRsua8wM+X9fBVuvUnTyf2X/XBDSe3l+CHLnB+Xe8v39Awy5fdWHhlc7cmA28J2IxOPLHaf4Q3p3vqsv9LgvjmU2TIIekl+/I0NytXL9fghmpn1eF+YuEqp2tw7aoNnHv/8EPYQlJd+Ca31lqf+VF/5bBJm86nEJf18L8LPvj/cGgzvmE+CWsHZfX8NXOKl/d95iO7/4L5qeWWozLIf+ODHov/G+X5/H6b+stNvyLnC6/w9Vex/t3vhcr8wYhuyXT+C6mnSjzE9mR58UX/1g28My3N/Shc6mdG5wrX4J/ETF9zF4Mvq74KOf9Vi/LuTf4K7etWlWsqn4XvPGPlD6qdikrlpy/2uGt5V3au/wyst4kni/n8M1qE29WL7+/BX3e5mbbXY/C/u7uz7T15Kf8P5L0mbuTLZG6/nsw7L/7Y3P4bURm92tB2eH3vr5f3+HJ39fPZTrSei/9Yc4zVcHKJhpE7/4W8i+XJ0/Y5Bd/iKzNm1ytggc+CneEfOt/1/u4fhipgX3uv5F1cHfhbE2Hz56lrBpIP/gw4SfDLprfX5A4ZGmlyPyw3Ipvi/hyWEr1U6uOipTZt/4Kref8vsa1xV46JwrZLqqp/EZn+e9eE5Dm73/CW1W2sGnRNZf8M8PDvGvxmx14JZxva5tll9fwrx9i8oluvlhMIk1+HOf3Hlxgvy/74Lr75sz/hbHPd3zi+ARbuNu2g1sJ/wQZNmJl8nq6h5ZGwl8ho7OUaDyOzDo/Bde/yb7Zf98fvasG5eaH/Pypb4ftr14Lssn73g/DVo5TXyPkQfgg5/l9/JJxN4YRNpaY0WXz1/MZVFAtDKi/v/0vQa+CS7+H4WvpJZ9Xzh+YHmE14dzSz+8XrWZY8+R4wW8fwYc7nbLa8vlF66f/PX2Z7MJ/wQ6lIz34Jb3zS2V4epPIuev5fYB5clg9HuHIoZR3+HNNtPCeA43/8v99EJw1ll4IS0T2P3dzZ/DF1aVa1+3FNvxHIvNNZr+COdr+UG3h+86nyaTfYy2ceaO/8OXlQW+SZZwTfRLw9u14aHl7uwx9/vfBVLknV9SM5bpB+C2b9y6fN34MOehm5o7A3w/PLhHsP6xV562Y3k0OSTKOtPk8N0OX1KOkPhlEfxoW+8RJvz1TDnWdmcP5F/ghtDsndRf78EXhx6D822+u8F+fPhpll9EDqEVYJg0XWGvD+/rD9m+WEI+GAl4MPOuYlvBD1+dDx6bpJZu/h/P99WZYlbr9HJ6qyhT4ZmnrLhqlcxcp9018uX39QrpB3LOjmudjEBuaaD6ExYulVvLMp8PczIZUyjGV35XUU09U8dlQ9fYsBUvr+GpFJ/q08Kz9gp29cEv4Ymh7b46UWUJu1vyuD9mrw/j/vpkhSlt39Ql4miv73XL/pYZ7rl86sguvL9r64fhy96/Cd/y//GV1iX2SmvuuX/vBByS8T+2bGZj4cz9hn/gg47KbmF+TjMJ9wtf411b43hl6Uy0J/O3wzZWuWXkqjiQHftP5XLw5cMimbylm/I01tDGX6/V0GfhreMQFYRe+P/4Z9vG/I6HrYTX6Jf/sK4x3ztvH/hyKI40usO9RvR336uv3yJTJovv+8aQf4J7vji8Rfr9z//Bduf5pyZl+C4pNi3tWrxZqvzEnRf+8LVpKfO6+UFNxg++G+rS4S9DFv/BLmyut/oOPDm91+a5Vr7wQ3xpo789fMbyptfBDhmPt+HNx1o1OinTX5f18u7/ghjK94xT9w14q18/X+CalKLyN50/DWaV8vhuzw3Lcv79S+evlS5c+GLaT6r7MOw9fX/w1fdfDWx/e3nrmCh6zhvsNBq8MLh/4I7u9yDRdZN71yYV5/vaUzBZ/pe56/hh2mvPX3jAj5vdd/hqHvOfym/CHlzlP/8KyL+5kt6ylzAxKvsf+HL7Jq8P+/4c6qvx4bvUhf98EkurKUlBx4b8dQZSZf8vhW+t4yyr9Zqy/34u82XfXhi+X1qss5R/y++Xn698L2WDZdWF+d+ybJ4vCXGvl/XwT3nvPo76Zb/C3c1pf78i1/DOaNesFeTu0/cmUsv6+fLJ5X/89Rlev689fbMiv8Re+9QddGy/J4Ru+7+5sJ73v89fn1cj9wRRzv9Xlh/VPrwXY17N79+C+q+fTYQudxt9P6g18EOq8oRL9fhmFxPETqSvhq+74D0gAAABD9Bm6AvwHuX/vQagvzcc3rwn3bHpXOtc+Dsw4k7/5pPyeWk+Qv/0be974IfCXZTkGnnxhxN8gvK+X/1NTe6L/fr8+g54h6nt5L/5eP0/hm3P6+ptMLVfJjPn89fU/14cuY/qG8n//hq+WakQqQc/Xn9+QTGZbQ+vBJrMxhRfv7N3deG+7rcsv5ff+Df3LTp9a5X6tv7De5q6pxua/KX36sP8O0z1MuzCsVFPaUSZoZK/8L1nrVSjoQe9PHM04/32oMKULKv7z+kfw2pPa8lvwR9TvavPXyQhzYYNPBffe91dqYe/5PNQnuyxuv4ndK8fE5y/fSh7DLpfRPc+WDb6lDpA3GvEVzRT7/N4v8Ffdy//L3JS+63/i8173g38M9tV+yjNRfPX8MSfxfC/Ncy52X9eHqz/huYpbZ9+M7htRZPP78MyyrFcv/v+FqpkQ5L6+H+Uyf+O3rk+r5f68lOTs2t8EN3Pm5Br4cwk/b6w1buY+NevNvcQ+8LZl373l8vqNgksv76n6+GYr/8H/ghu2+UCU98ld/nr8xaPn/yyS5fe6Uvgrl/nb5qLFRff1BhUg+JqPlzL5HHDtMCH4IZul4QEcX7/fDDlZnvwb+W76L/7lhvrvmXeFowv7tfR/X4j+y+3+fr8iWH/A88EetWHr8EWWG34Iqby9IpfS/Ct3t869iWScg75PD15UXhHuU5ImKX1IGmT1l5MZp14X5czx8xc1yTJOXIHV7k74Oi+9eGeW2S+rIJnsnL/b4KbvP0TWtb9J4KPPyrrPD8IV20qcl7jC/62EOpNVmH/NKBD5q4HHipPvqq8LXR64Zl5IwyuDcXH/5Ihzk8ae7vSeX+7/n2x6ROOtcExhhlxT38vxHVUtv73l/w5d5l9eHuH/Py/w1Oe0cv1Dl3epLbjnyB1PMfByvoF/LXyeD57mD9PyzSaXN+CrP+bOXNg/DPC1fUlZ0//DfLTKWsMz0/+W9rL+vYezfJivXHFU+vYvZfr6/CUdk/u38mq35t3cGvnr46Jxdj356mrv/y1zsk89fKDpyiy/f4MIZEjnbnsp5eKznD04n8v9U2EuTCSe/4a5XOzBxXrf95n/1yvzZ8v89fNpRex/PX9s1g3L+/gi7vFP4Ic3fgk8V5bkzl9/oEkdX7H4rJmq6fuS9/z1Ns+x012b+GcbuPVL5V8r3Bt4cyPhsysbwEz0o3/D+9zZcz4+z3Ho2y6UzTXhjVqlustz/0X/vDEKvT0Me/1+pA+x3wWdVzeXZ5u78McnzZsZKSU9eHNS5a+cJtnBV/BHE6E/1fm1Tf4IeL4r83Hu14TzfvX5Z/4NC/S+C28V3vg/DVtPc/Hw+w5TrfcX6etLhXnr7jyP/Jz/89R0SLDWn5V9FzZy+/4JO7xfgwt65tdVm7/8la/hjxxfPmzhyTH4EXzZM/mhC5YfrwzosBNWon/Y//gPSAAAAHQkGbwC/Aexf/SDgai+vzLwiwfja1wvy5dqqt2Ybr8zzs/BPzavLrvwl3c24vwxc9fLvpVpREE/1nT/m3J/5O43Qvgk25kssvr/Xnr+GIrbPz1/h23INPBJbUqfhRf38NbrljPWz/4jm+3dF/9a8Ft3z5tXcS//KCSSRvvXgh1R9a+wSbZc5te1+JnXvqaWvDczMn9lHY5c8vnr9Ald8Gvhqr6qQ+X4yDtz+bd6L/S4LL3d79XMCvL1DfS+Wnv8EnP9X5d7/BF0iEoZXn9/G/afJgmhweJVbPcrVIF74cuf7jzGpdvwrz+9937bpg08m3bZfV//fd/n1nnOl9eC3DZTOSZw3yp/QX7n66i68P9DGsrvntOrti1689aw4rvy/f6sfgtpO+e12mL9fwaeSm316i8Ya+Vy+CLqLsPml/XhiOd+6Gqvj8756lB8v+3R8GHlxBQ9+vCtdVrWtsX//hrNQ6+uOoer/ggh1RPbrJt20vVz12zkJO3td4ISWOuH4bPLlpZWnz9F/v4NfC/m5vP34dlqkTg3L9fkkV1/DN82V8MbiGYceictL9/myf+CG6O8VeI82Zsrw1h7rO/5Cy8XXXhy9cXyh4tJzjf0F73vPdU433k7ov3vjbZskwv94ssTNPevjjRpZl/Bfe8j+wpma4Le/DU/NmvleQsUNs0G3hPJHkny/+422T6b733uvvDjnnfrz1+OSsXwT8uXf1+Gs38pqkJBhZvkC5Ll/y/912/m4/6/gnyHHt7vb8OS2bF+/w6bGnr157NGH4isfIuZAn7hvd7Egk5RL+vwxjXPsh++QbOsg2FgbeFvL+PPSpUBCxDkWmS14alh61DFIYatqEumTXhi+oj/U7akD3/D2TNJ+f6jLS/7PMZCTjyPgn5urlyeylJ4Zn/m0KN3/l++sFFMvTs/+4fgkvmvKvCXPI2wx7a8F0tH7u8oNvCvNNd18wXeXkDa8EfVWtb77r8E/ifdmcvwxl8epui6l2nCbHz/y0p8vwXazOe/L8+X9Ty+FqZCetcEr3Kk/+GsE/bS2pUpXnH/366/DuWXep/H5WvnlOPB5Iz8M+Xr6Y6U2h3Br4I8mr6vw5PvqNv1LZn+vBJWTFdXh35Mn9374obl6LQdw71v14X7u964yC2a/df+frl85RTP/nqG78qZjcKv5f+8Ek/8YfPU8d/l++6F3ybuq8l336wQa+esg4HJMWHaS5peob4JObmww7H/8u5Uv89ZgdDVF/wty97rg6nsgPog7KSX1/DnOvUgeog5f8+y/r4d55lZvazZ7/DWYRgs9P6wmX/ejWwgqi/k8GGmub6jqX5v6W+GuHsEbWGW1VISvBx4IMv+fObVfLL/hb3PFbb5RFqSz//8OZbILRdzA8ebyPkBgCHul48/gm3ph/8yMVwXqF4x6gvU0fMZ7n01SIzH/4L9udSfOqnjwh77GE2ruPJeoS8ugiveB27X0HN5uphdGGkr9Gzhzfv4Kt3ufNV434Znn4b5kzlZIrwUS997XLL6/b5Y/hi98PCaXrOjhtbLwad34W1mUS5fvle2UNcv/uFaV25fdfsCb756/D9/7nlHl1Z/vqOiV38OXRayXS/8Fl39o2bu78NXvX2zvMO6L+tYRvfL+5c9z++e0RR3J4auG421XLMDTG3/yF/1x2tJdsQ07g1XJhzHu/Zi0CH8FG+68M8vyzdH/8L7u0ffW2VW0//y81cvvrhvmv2N4//BBcg8Oiat8jZ6kb/K8fv/BTxyV2/D3RulfEfkuf8v9eC+PNHunSI5SFj3J5Usi/s+WmpUX/D/HWuzIfxLUua4lRGW9e5Nv+eox/ePf+sWX/3C+mvltfOXRjgZ/5+qnPlLX/wWylyls/7K8Xx3JXxzuzy+W+4NfXCvDPHbmuGERH6fWHdo/6T93wsQhDZV2hs6yl89+C/DPXe09fDPP/4JC6t5UX9/Ia935u7kXWf2FW4n+DXwScdpbfhnu8U5NzMfov6X14bvuvhH7yxd+HNldTn6nl/wtzYmzO6h1xtf3/wSZf4z8vOvVcvmz5/Nzyg28M5P9Cbvq/9l/+wzvaX59LXfhnVJNfDGC/rwtvStwz8vK80/l/ryX3+aP+/8OXLv0Nr8un/4au/FmqaemRHPfw5Sd6+1xiCXhmfta/L3/hmM99fMmQL2Uv/077Kt0w9zUD+jdm8vO0iUO8erBh/4S3Xy4DXzXvXhbWkk918MU9+X1K1+fKYK5vLaOmvPXzp5jhFl5prNWkl6n4Y49bj//BHJnc/DHl7jS/FTzOLfg2L/04cz4MuCvvyiaYN38Z8FEnxznDr8FeCbzZJcxLWusEM27bgvnr8cfdHL1P3Nd5vNd/4cyV1yB4ZbvBour+zdo+y/+ou/fDdM0Xy18nCL0Nj8EW92r35f8EN3vX5KriS/94KLv3HJPoN/CtclZv9Dcnif511nnT8d14rxGTHuO/4IrjOniy/74IpM3aA8oAAAYHQZvgL8B7l/1oNhrP6/hun+/N3deHPIuvs5oDBFfnr+Erzzb827/rhRf/X8trX4S4dpfc7cGvvTmRL11fgg6TeaRnu/Ua6KC/8M1k2xOzD16cceR9+DDuUoyfXyhibZwt8NSS6/pF5vCNPcu+hzLy+/4V1pJyevlq6f4Kbm/VdyHfL8FuK/DHvUHHnr8Mxb3/PgoisSBV6IgVtvw3d7rKPjxS5h8Zy0X/SxMhtfP68El3flS+wUcX2yKeL8EWmuWX2l6DNy4Oq/8APnlWi/9Zt5ZX7hW7586+SBI3B2X9/BHmh6/Dd5/yw3WNNCmXmFviJs/n68umM/0vcFGIaS/P5k/CW297tpfZdzY7PhufOv4/A2hb56+WtWLRoPl/vwzrXKp05wb9/hfK/VLU6k62fPBr5tat9YLcv+J+LX2Ysex34ISYni5Zf63dV15Om5PBLjtPc+2sv17SJl+GD3u2tV+o7Jtd8GnkzfJ5J//gq1uq758m/Bf5tjUQ8Swi+rN//5Zf/hG9+Hc6+XL+jEwly78EOtLpvBMXLl32/BXvfdw+6bSXcg08E8apPrWX4jm2+/z1DCcr/vyd3+CjzYVr/L8Ta1H6e5PPWEbwXc46V84PXhjdXNI4fczWrKdYboZfKXXguvu0tZfi+fVIrfy+7qoVqGOT258zjpaz2n/wQ03vNXhiH5qc091x/vwaLrPX4Zvx3rLwx3IV5nqQNo4dXI+/F6m73aEbrw5vdYesVSVhRMZLKpFf8M8e94v7T5xc34Zu/64SF9fwz58Wiv/+E+Hof4IZsKSJn1eHaDQiZ7iX3vrDi1P8vvk8Gnkmp5f9XDG9MT+Xw/j01a5e9yb/PXHNP/nr8Mpz2fL/fICK59tNL56+GJJPHR+fBB1WXRnqPRKuNhyJNqS//9YpPerdeK4yibH8HBf7rCsvd8+a+OdONBkXn9xrqC4RedfDcxGadfNvVMp83hyYuae3w3f4f+ev2PDclYO/BJzZYv3eM9vw1NK9fuMTWi/X0XGYjfwYXvmYXWYmEniW4v8vpfu7nl/P1hleg8c7sv7+Ku98/cHfhmaW6+UFWi/4I77LL8Efm7mX+/WOk93lUX4X7RzTepF19hhtEcXBuX+3oEhFXz15y4cMXymnurIpgk+rep+4W2pTYTv198v2z3/fJpJA38F5Ky9tTxyjvyvDUnrfjizXdJ75/+CG8S+kH4L9ad74fleCX6Z5fBbvfNTrL/9ghIf/34X7liNmPrxjvB34Iim+SEvwXke8mdgEv5vLfjPMWq5fX7Nt3+HPL18kUzjjlvhvuK8Nzxdn/F8ny+ffhzWTFIhD0RH9eHN7qUfm71mXBqX/vXX5N717ggJyW7/Nk4n8al+n7YJNVzl+HCu91vDSh68FpZMe3fgvzG4UffCeq3tX5bv13hnqq+OLvGfwRVm9q8Mlw/suoRdm/4NC/94JCSuuyfydyx+GdI2ffDdM2j34I+7s/DcsevnrIJj4YWX/iaDXjFF8ou5xL+CTd+X4Xz/NT4lIYaf/zc+r89j+dcqX6vBt4TyZ5Mk8K04U093UIO2t6H/w1y0bjfGSGsmv+COX7nF+HC7u74ckkaHaPfnIv15fpMPy/7eTSDl7r+Cvd25uuOd9tcVuTO/PlJU4/+/Dkzbdj7U5si4NPNvf61+v1l+vW/FZCT97Uv9+evmmYX/QIqrUoZ+E+MtnD0iPr3JnfhmleofrP+nr/ghu92/BGQYX8UGvgqLzbu9qsW98Nx5c74r3CD/X8v/Sl3Fb/C8/tVLmvkMlPyA5F/vw11Vz8aBocy/f2fF/bZEffe6b3l99cEkv+q8LVjGkafOMl+yYP/w3iLgcnhnU89ShI+Q5g1NcyN+a3h3aPkqbOX8v4NvCsRI/JlUcmUD5ZnLmHP5MN5P8N93X9sOddL6/YX5Z933EZKpP+vBfy07usCXev/X/J4ruf2zZtb4d8Z7NFpb3r83R78/KkXP5f+8vI8PeBwX3XwRT8v2/BJkzmZf2/BFe9i/BFrXr8+sO75/ov1a8viN7We1+GaUufWIQtz/r11AeUAAABZ9BmgAvwHr6DUvw1y5w1gl9Hr35fJ/hjjFNV1oTIbX0t83Vb/Vl+E+7p6vyxLl/xdLXJ4OV90vcGEku76+aeE3nn+COa73D8k7X/n4fjRVHX/hnNDXhm/j9eS93+epJsxhf14KrVd71hfci16gkivsfnqHLd+//BJXMlw/BH3L5fnqcKkWf/0rEGnhbWrv5fM46I09F+rfJfdL6CE+c/6r/DOf6lfD6VXw1cv+Ci7272nP1YfDnc+r5nyjylX0E+75PXghl7u7AHXmvv8L+XLvX42V91r/m7vL6/hXyTyjKqj5TiP/f0GZ5bI1+Z5EUm9avwnxXWteev5ajbaDz1cmL9Vdk5cS+Cq73q3d3dh8PVrrJ5I3Ud5xPMKff2DCialvVJbhy8zkD8m/BFM5z54ZfTrwyS7upoZnel6k6qD3ynn+3vgl1UPUziPzt+CKe6WCvBNd/DPZNzLL9dSgknl2PwnWTLv/BfP/tqvrCJxsH8GF3ztdbDzFzpWTSH5Z4XpdcG3ia6Vyot+fUkiiUPSnbUIOOSrw5p3WHpIf/glyfd+ta4Vmyt99z7nB8gb+TP9+eu2Oz6cMw1ZfXCDbwSc29g/DWO+2pcKlGZrNzF/4Z3e3xkWKLdepL7BZ400Pvdn1eGcn1IpCR43vHPfgg8M5xa3zw6/hxYWzXhjeUme3+X4e2eipr3lkX/3dSZ/DOsNxqfQ3ufOOyIzxXhur3UOCWfsI/Bt4Yxhl936jk5f9evfljNP/CMr67ds25TfhmG6kbPq+Wvrwznbq25g7/8EcvvlfhrV3XyC1Zy/8LQzuifVslr5QmSV5f+v9TJl/9snml8N33X8unCwNfRcQXhojtvb5xQytG+a8GGlLjzfFDK4PMp8hf9pwQ49Qubj4qlkhV/xdd5f/BHmYbmMfr34vnar6/fLz++rE333v8EWlfX5J75F3nK/w/nOCg+L/10X7rwSmUP00WPyf0z3wYZdf0z9W8OrWeDXqbwTbyNe+pPCtdtPFbDyLlfvw1qyIWX2juDsshwoDzwxmrJlyL5Uq2SHgm8Mxvwnm5yO01l8O5b25G1J/qY4k5O9f5d7y+v61+GZ2+dj+67T/hjL07e1cfvD2arsvv/IX++oNfBh1Tn2lrU9/5f78Fsn90sKTwvn+L1UWoA8ZFhg+5n4/v4atPrIT4+/9+bzYJ8/XLUi3g48PXb8mvmyvjbssgXGvDW9ew1OL46H21Ousld728EUbMt4b3vxp8ZW20uj7vPnWGWX/y//QYNdcvuweal//hblkmst+qc1EfvwR5f1l+9cLXe5PrX1Gp3/ESVl9aVP6NKH3vXVgh7vsQa+NrnyM0a34e9TyNXO0/+/sX3fUXXhqfPs7nr6L6/uG6Z9+FuTwx7+IBjZer/y+ePz1w9DCGPH9//CuldZYzlR12Iwxuj2cv91n9knMH/XnqN0//1avPzg4ex56/8M9y73+VYvXln8bQYNfNp079z1w/cx/8Jata3+fv8o4MvXSJ5tEbN+CWXt2Sqq5UX/3NXderBeI5/W6/Bfmp5cS783mCfxV2tU8GvhbxDj9NS7HiZY//uWnP4T0j/58Rf98N581Hu/9/YJ5PWSOuGX/vBb5oYYy31eCWX9V+ryePL8T3ZJd/wzQ36+GNqng1828rfhzHu1LnSzU+9cN1iq6vWrmnhvJm8088mE8nm34Z3fuDPaX/w35Ovxzije1rkvuy/l+GL33mSqWo/3+vs9f4YivODPqQvv+aXL35Nt8v3dNB7Vy5jOXe6hpmR81SKs3i5kp0mP5fRf98tK/4nyY9ly/h7u54k355OssR77pw62MNkvHoE0/kBJWvoN/BP1TLX3K8RGPfW83gik/b8sO4P+y/3/4Z0jbszvr8v+ufl+Redb4duXR1bZfvnnt+Cj0O9ndLsPYD0gAABItBmiAvwHp5A1m83gl8N6NcOjwfn7cE/wv/rFl9f5vPr+Ef/L++R+98Ob3g/qC+dNL+959ZVh0hsCX/hny5XzuOOl+Dcv/0GvL1MdLXLMr/5b3/JpXb7z1/PZX9dYif+TK/FV3d7vwTW97VYK8OZ27SDWOU++sd3byfHmshfevDV7Vfhm49r+COZTJ7wa+FZI9IldR5J87v+GI61/khVMsNl/x+F6/HVWYwy2vBDL32K8sprT+bK3XrlfnrUYxfy/v+X2l8FN7c+bZST17by83DWTfhnn6c4BD4qj18HXnt+bR92/hu78qRpr/8M9RimHyQtlF14Wk1qp6+vkUH5w5ryaOL/DdJzs6493RF811n9+H+62g9WX3/Lva+aNq9TVg3L7/hOf93/q0q1/z1Gl8wz79ZV5c28v++FbN4e4H/5QxLaTzoUP69Kl6gm8vuvUhf+8uQ9cGi6wvvCWe0nP63lnBL47ZNtvwxP/ysP1K/xRfy/BH3LuHrB8X7+UEs6/pE+xCJfr+Dkvr+8l/zd2zeS968EktG+r1G1pbvd3yUNjMw+EHL+CgoYcRXpeG7m/3IbGWX/OVQ733sM/BqX1/BDnyTfS+ciw99/L4Tm/e8hf+rDnlxR7/0QcXuzC+BA89R2v/l93d698/g789fOG8/EF/Xw5tUl+ecgXfgl1mYyL8aTwSXu6R/LLvg383Nisv/vZf/snhv5eK1e5ynL/q4L+mRsRz2Jxwb7/8Esud1XIKi/+4cwE/7y+pSzZn/1qoSyX76qyF/VXrw5Ode+X+GksgGnf5day/deabfXWuJ+CeTvFd1tl+98O3P3vNkV9Xcpb8/m83l/e8J1k8+ry/9Zb7L5J/2X+//VlD3dJ8Xi8Ghf18O8t1rF/35UDNhdeFZq7vevvYj+X8mlDMS518MW//8EVdPX4JOMbdCX4VyXUv1dQy7P/vyXzcy9wUefNx5cqL7+oMOXLvdf4bh6wceTPk2/DdKfK+b5R7L/rdeevh3MBg/zeGOf80a+8E+xcbL/1hifvyJT/X8NS/DvzTw4OS/64JLz5y/F+IfiXn34qu59/56tN3CH+qF14i+/NnwzzYeWv4YW5/hmqWuHES7/4JONUzC/F3v1VF/6sEXLvq8KzZz59fIPhtfJYLLzQkv0+vBJdy+8UGnqxl9b8JzvvUrdeXn9+/Fb933+evwxfS4Gz/cpvT+fB+HoV3td4L/Lm7vznxqX68N93Xz7Kf/PXyK2dwc+G64zRSjc/+TwSd3b9cJvDPhzQvjD690X+/BHPm9X4Lrkd1eQUG3hfu/N1+1PnwU93q8PR34Mvr/l99aDk+Paf95ny/+56+qPdL7BJ5d8H4a1hjLNmRTc95k5fXegU3C6y9Oye8n4pPBbd9LXqfqbw2Uz4by+9f4ei3wNugv3e87Vooae/4rHN97/hnHev4eXL/hzu+XzjxNzl/a6Nvb6gkz56vz1MjhP9KMgrDyz5PBRz6tJOQoNy/X4jafzQXhrda/GacaX/XPXyzbTov0/hWVhKeMH/uqhuP/ov9eCLwmVR0B5QAABb9BmkAvwHp5w0sP5v8MV3/NNnl/fwYchsxtzeXV+YXh3uE9+vF5vmfTSS+w3LxLmZ58M3p8P8/Cnl/rxfd8/l8NePMVwyi4f783lwGniqcsmlT15Jf2tVLu2q8EWfL+/Hx/L71rWvDOpB/qHbsr40Nq2JYTL/S5fJfycv/Pw/wfvRfv95f/PUw+Hpq3jv19hzSd91y7E5ZwMN5hiNYBr5JpSrv8FOfaRqdbd+vw5nf9hF5otr99Z65Fpb9euFeS7689cd7+X829dZf/Ul9/hvm6xflXPD+Gt6a+e1wNP+CHd3Y1rhrdam3K/wceGZF/X3TnL/PWaRBf8vgtxfDrcV3qvCWb9NuT1zD5JJdPfBhffM0kl/N3+HJ86tZqp+y/WuG8Me60QQu9fIJw/F7sGvnqcuRTZXhi5cv/qexaFCF3LfyeW9/zX2n6xfvd/w1Tk9fLB/4i1pzd+/oE8/eyq+KvPUw+d/7L+uWCLj3ozNl/9s9dysfwbL7Cc2/l6L/V0SfV2X3/Vzfueqzsf+CLW3B+CHq3iy//QY6qsuVKO01Y5j5RdeI1q9bL/fQXinxdc66WffZfUvXW+GM+b6a+OdxwdLvfCquy/X4IsfZdyvJe8nrF+CjzZPH1r1p9usv1KL8pc8oNPKTmwr31OL8L9Vly6/eGrg+CbqsU+9SeCSin+CTyaUrDX4IYW976/EXvrUGvgh2SrlRfXft757nhiXu+X++QRXd9S+6RP/BR3P+ebmX19wQ316vJLTr31W/sEnP+UHPgh3L+V+bHV5fLWt+alH6b8M31Xw7D0d4pBv5fNifqbP/4b3WpdhL/L/5vC9Zf27oFHt3fr8t90/oEWL+WX/7Nu/6sZf96BPivkzjMv+ue4U8k8Nyz4UDvwU+Tu/5Nivydp/vy4DZfQKJqLw492Nbygt3usX5x6973+5L3cnuSRvWX7/c2aS8nhZqT7zaja6L+XqsoN/DhON0X+CR5bVXii1fpq/Bde8aX7fljK/l/zVCfLmfP4ndcr/BJkWrF+evDf3/JvK34Xnfm8N0Ovk+5y/21liOf4eysp8gaHqck0i/LGafwaLrC/z7GlTtNh6Zf68GGTPlzL8guVA2sv/eC7PfPtLqXqE8mdK/w5XKW761KDfgtz9c0cK0j3wSZfGcQS+st9Yny+4r/Jds+68E989by8yfUGz9QSz6u6TuRKL790CO+9X4cy/r6lCk3Xho8Y92zHyfc3kDPwsZBGwje+mv2z1tefUq5w/R/L9/gu3Fboz71+a70/gn0jV93avfd/k1Kvg17DWXHtYbd1/v8bfXOvds+zNcX7RkEq789fWfjU78u6dL1DvDHsne/J6kRjva/Xhryfpfb/8uk7X3y5J5sy9/gm00uWIzY4q8GGq5818oaP5KfLP8NcAa9G5e8v9PhrL7qHrUea/+S1XL/vl4nlF/6z+uUef9eHNS7LkE/os/DUsb5ovwxkzVIzOtyEn/2X+vDNPOUhnziM5s/+aTUteCTy9361+GeQu6liWv/wxrdV2+U+cfOZ5ffXCW7fLQ5cG79Qrnb0r4zhPxyX/4Lt75Y6lXeCGReM5dV69+Jz70k3l/9T1IJm2VN7kCvwW8jX0ny/D9321xqSfKpvb/4avevsofX5a8EPCXL/F/gw3atmvUPxGfXwa+ev8JWhb8OdIpLFyWGppf+COueyi/65syO68E2StZd+y/9WrvwWwqmO+T2F76t+CTl/L8Kzb8uVTj0/9F/6wRb1ll/q6Ce97v+bUXvzXn0e/97v+CKqflBr56443L+X+7wXUs/xasU98OXXWcaj1XvwX+Xb3wzdv/4Lt7nvxS+fNLNulNctZfv6BXfWN98Q/qTwx5skKLucNWhqj156/eeAN/P7Tjefv3cu/w5m/Bhu+/+9z1+HbpvL/6hmUkvr7Tw/r5fq/PX01vvvwz2gn2C+s+kRov/v+Jpb2Z8wHpAAAALIEGaYC/Afhf39hzjqJ83E4RHm47jB364SeHitbRpbd31IrBL88uVn/+NzNPmou9h5yn5bW7T36/nTIcNXJN8NT/VdsO/gi92mKtAxYsvDm6dfPOF4M7HfBfmvd9ZpnWjNUaC9pJb2X/rBdyywzyT7BavCuW+8e2suNYyLle2bl156yvDN9368+7+F25g08/CH7jraJuUG5z05uX79w5qJ/75kBCeUP/FeXm363wQeHHs0vj07qWhkYavt5SoyVS5GvBXM/rlN5IGJRfh/u3pvtq2U2EXG9+Uqio4aW4cHvggk1K0fvvMy7TYubahh1mX14VvPKtThtSUMqZZA7PfPtX/C9ImPj+V9fGiuwr3Wp/8McneQjaYSliVaimMu8V+Gp3Xr8dmWm3/G3d+VRYsj7jFODmEg3T+s1KF9eFbv53LyDMpZL8pLh+WY+p2/BB5cP099a4R7jrLhzMy8vrJ4fjdX86p4bzXrFJI22n8f7+Cvu6F0XN3nuEfnrhHw26/gz82K/4X3PeReM9amLcbaf+CCM083naly4fNfwQfHtzlsIOt64X3KcyR6phE4bB84Xrj+C/TjFO+7j1cg3/89qMwfes0mMCHTdl0790RgXwXlrJZd6u1unCTqw3EZDHHvU9+eww3noONxsthv+Z4fcr0Xq+NpvuG+d8/udxaPTaVg6uaPkByazsB3w/rdL5Ne3LF9000n3/57TDQdl7G0t+j/h3yxfaWOLrptkCD1oWbCVP5f0/U42X6vz15A6HcsiQO7IEmtl++sGHjtL3d/1Gyr7fwRVndBovsL52/FHWNTVhybzGpff6FearZfiP/C2SRn2f82r9ZNGH20b+l2/BdbvqvvwQeMqFPufNrt+jIiuusO33d95SeXwE7Vr/Gev2H8LZ+vu/u4bvJ+X7+g51L9bbryIUwjef3+HNXwUsSVLbx+wRWV4IJYvHCpedi1aXBIWCP3IXHjeOPaNFa8vL6/h3n0XM2+RPN51uJmhv26WW6AS/6s7ELP/4byrjcmqdefwXW0YsvFrXDu5fN18+yC12ChZSxXhvIRDV+Yfh6f3tWCAltO9+XPdTQeLufhHoR7BAXhF/vkwmeIaf/wzfbFGvDcxl9ZJkC1+DUvk0rQKrku7L973Hz9fOpzB4/ZfX8RFZcfM+d9l9e8Rxv3LKb/DNevew+WpBwNMin78/KY+Ol7/fhXepGVm0i68Z9f/DOpVSwpYYqLuGj1t/BXM8S5n0zGXvItF+HskrUl6jTMl8aNll4Ydl/wXw5k4t0+Z/hyUx/BLne846484BuX9aw7tVk+K98rZAqSeaJw/p9Ya5fsI8Csrv5f/oL+Th9JFPi14ftBLNU2qh/X7QIty/w/BLJnLDwfhzkxVhL74Tj/XiObJpUR9+Cjn/jDKc/H3jtH+r3d3+bCHnzcv1pqCvxHLvu7nbX2C+94Y9+OExkSijKsSEwoH1/tJLuS9RN23ee1/hPanU2qUv9eTeKwa+Hcv8LpWWfyCWL5/X8FvDmTrfLXahyP47dSPyK/+Cabp93fL8O3fudvLcpyKdMg7f/gghj0WVg0UeT+qDV3v/58G04/l/w1Td6i2QSTd//8mqkai//Y/trdPzx+HJ+usP/gi5tfJaz5fXfBBSPr5L5I9c1Mwt8vq/gw1jDOZOVUu4Zzb/aC9aTEyfVz3p/8Ob0sKgr3018m88pUHHm3lxebujZf/cPaKbm3z+/X8w6MldeC/yrvflIUzbOGhy+hfwju/my9yeecVWi/a/8L8eZOrPOX92x81mRiEScHPhPeeW0/wVVNXTedQui6rwxyc8Ny4vyXJH4bibHqHLN3+OBv2J/hzV8pwoUTWvwbF/7w3wqrr53NnD2vNhbRDZL5vJq8EV9uNl/rwxrXkl2o66Wh//hXFzXEnT6Z+BH7bz/ISr3DG9xP0RTjlIO46k/8F23dDy+DL6/hTNa3tO2uE28ainB+CWknd2mzsxfhjeVEWnr8lMo6EGJCL9rdAv3u93ccN1X19gmrJI3u+V+CiuX5/Y/PXyVtmEQa+CG672D8Ld3hp3vl8ZLLavXhmMr7ah9cd5QT68FHbWqsoq8F/Jm4akTU0EygmtkHLkDvZSX17wtc9zPnilnzpp5wvD8O0+S4czUPJCcS8/s2nC//oOXy87cRzte5f8Man/xypfcoPvS+wWdz7n95fZvfCd9Lj/u7/DG3WeOp/lJnk48YdeLA189W6h6LV+vBhVrm/F9ihnAs/Bh1Wq18gep++ctL/TuN6MraU8LvPutfBL4T/ehyX8MR+V+YYTeXAzd2aZZ7Rw8vCuEXp68k38AzxnJ+UKH19b1w7J4Urxmb+6VzDN2f14L85qortVOXNvbMxXyWvLPy+v4b5/VxbDctL6fWH73efObZHwS7RGKqaZwdrwv0ppOryeE4x9Fav/w9q9WvVVUx+aF/wYfPzVP9SrU639kKjsSQT/riPwvXdO1XU8vr5QR8/tBoX/1DBCxC1aD1kyPh2PBH4ap+y+9LhUt3eXHt08prHJ1g9chHqG7n+x8NqH76xs+fUjVhj3u8EOSZolxtB57//4YnilOV5ctfjhpeEcJfHO/bFUrz5uvPZ+dN7+f0iY73IHQl7fnvw7zbmzXfKbvCpAb/W+Nn94W0/eK+Wjfj6J/hqVj1QZ///wWaV8dQq+NZOfl6pl/PXwh+Lea/DHL3SfyssP71+DbwvJJaWXuppgI3/p4Hojn/+Ga5mV3CRiwcvsMz/hnlaWSoJBf/+GpySd1/J5gvXLggw8fvHUl+jHFyWuEQ92lgvOHg1KqlSffCt3Wib/ay4fzac9jslHtLuuX/7DdskdfoJR0X+GOm94b8s5ee/l/fbBZve86vARIHz9zuCN9ZH16gtxpdmefNx8NZK6yl4eitbJuNFt8Rcsmu714IOTDbe/bXsYNTh2m0mHo2f4a4ruHnT+qmQKtQyt+Gr3qfrjBGZYNOkoRdNXh+58zqSFy0uhyOl/TOZM+PDQaeevxq9v4Zu5j/B9El/9ge/BVrVv973NUusEF33lfuX6+Y7SNFPrHZ8x2Uozv3P/hqflQj+Mxlxim4wLUdD3fydwkt63w5MXfbNMo84Lf8FpUl+fXpfnMsikfa86c1/Ne8ngw5r2odkylD+LaSzCYw2oOV689fiMMG3hvzapE4R5s/S1z18N7p/eXgh8vr93S/u+1Xhq+3LCPcuGf+FuEtUZJZfy1fz95wR+c+vF3t+T/Dus1kzdi7dWlx9ptG8PSUNF/mi9L8J315PXWCLu+sv/2Ku+78v/2F6ylvd3Df38v91rr8vI1Zf/TDEhJ/l7vmnOag18M5Pr8EjZGvDkhb8NXLG2XGpQrWG7ZPHNl8J1dU1rXglrkQXmW6n3gr83vfMgVvwS31WYM2C8NWl8sJO4fuF3TsD+GpSi615d9eK8y/Nnybk/L/e4eve99XVfyvqy//QJsn93lBst1BdTfkzb8T2S5CMvL5PPT4a5rqNY+3JVtF/+1ZfvaX8+L4ehwnkNLwrPba9VW1Guaxz68EN8f3FBr5rt9/gsly0Ne5cn/UU4S+VqWmG6qaOVXDDOopj4f41a8OeRdcZNLhL2X/7BPtEZ05Gcr8EWbOD8Ecc9/U/nvnUyR9eevHaSF4S8fvQarSw7T7pEx8se0vzmo+WyL+/09evWLL+vnwfHQ9Od/kqbcnkzf+G7vr7UwbDcvk/Cvh32g9r5ZHH/4akzr+N82PwR8/WN9Ahoi/YA289SaQ//8JSTmYxtlxfuTOi/14iffDvuvDOTA0qaQQjeK/uSPs6vAekAAAAPoQZqAL8B5+CcNZRIq1qN4dfmz7W9evBP3P5H29Vevynvhnmpb8olCPhQ+I7n/GYgnhydgNPfOfy6dDWSoKNde5/CHw5zvr5hErx8c2kfgn8Nlpdy62X/6PXKSNsofDcOVy+/56mRHL5a+DfoFU/vpXtviy/V26nbL/3hvPhSuv4z0BfC+b5e36lL5pf9XZP7+51srzXfEeCrWGdAaevmZ6f8/LrLwbespC/14cuN46+8q/xqeTz3Hvlebzc3/BHnU22g+8uPc3y/14WrIRu8scpU4T6EXkkZOX7/DNWtS9ufy/14e3fk133VJkkQPfXeDCMY94WWX1PCwXfwIPhzxdSbkv/hsu7r+OvNS/Cl/fs9fOrw0v3Rf7Lx0zNFXbPnMusEJomomVMQe+HSzXmIjzX3afL5i4tfwv1cm/9dzEs9sEfYb9E8Bfhs+T1GD338Gvh+Hbg9FL7n++4NzheHJCGdImVMWX8nz4XyykF1l/VXmL/7wdr3FEz1KR1NonwS5Ove+VeeRrFUeKv0X/1g18PVJmuXvevw7bLl8nP4CM8OXumvyNkF/l26n8nl68m9/hnJy5Kh2w/HbnwIvhXK2ku+H4dW7soy/30Guma4vwj3KHK++fwdeKJe97/BNe+PePHK31v2w+Wq82EXx+nrh5cR/8vSSL4Jt1mb4JPBRut7a6g8L974Q8DcYyEd4/7v7LusnmrVRnm1rL7/hjk+Xy+Bl6UNX+rBwX/eg/ef3sxtm+31U4bDOx1+vBdLl+T50pf38UeMMn7tS+GzXO3XDCkOHf+HY6vrVfNHL6ea14Iemf1BuvoENK7lG/fd/nq4JP2c978RSvp1Xi+WOldeDDy49a/gh+s+68Xyvj8r/z1+VaPjefz1xb+DTwT3e5V/cfdsjeX/3PX+G3l4ItVuCeytrvxBFyl9z/4azprr6kD9fi8xddZM/Cd33ffhvdKoyHuHF8HHgg3l7T5/7v5bKH/nqaJyMqfzF/9/xPP7WbV5fLj8M88ak3KnkgHZfte6bv+F/LKTF1848cPSn0tcMwgmfF1Rr7D5fC0pR+X3ycEpJ85f/INfBIWpZ7mX/XBNd9X3Hz1HzR0/vwzzcj2Hk9qi/9qFuHveX6mcHoq/3Ox/CtWbvevyUOIjz5yF+vp1pV4IZZV4fgiy/sCl+v4M1ydeXy58EPiGjfhOu5l5l698fpy/X4iT/D67XL7/nr5PkFWtbBVvP9Vu+Ci/V/+6W962CaSyZ1m+6vc/8v/WG+q9uVG9vr1Yg1L/a6uv3d8nkx5fL9eWCb3cNPK2XsiPDXjWSlTHF/y/X4ZuF9KWxVd//gh42vUB5wAAABE1BmqAvwHyX3/QaY/Dnd18PWT/y1osvv+/Hqvhzh+7Wt4di2v/fM+y//R6/l54/PrtBpRe/Dmb3y8C/4ecjIeXkA28VKu+R/N4Z1lOr4mI5y/y1nZt74jd/d/r2vc9fHyp3lvwR2lVYpvPl+QTLNoPBqX/6y/r8nnqMdwjH/J4vu/GqFL99WCHE8+/BFp3y/d3d5fEd89ePZ+DzzeXPgi1kzt/QINCcMpCTOD71798JAVhnSncQ/F8EdK/MSF+/sEnitv1wov+u76vzXSeDfwYeWJmT84N1/NVxa22w5Jn2EMW0Z0/l99XFY958l/4eoJip7qf1ryN2I3p1NKSe13mztpIv7W4JfGqO9l8X6tBp4a8v1lHoyvrwSeX9+LyW+SL/yc3NhvDmpE9cwuHO1/4Jd5+/eL9e/PyjpnykG44sgSv6BFd3sSeELvefdXwIPrqXwRef9B74JK1yrwXb3lzyl8FEnre+DL6/k7v8laVr3BLJlvmzlXm5cg383d694vyzZJn5+EsX/+I3re0/Le+X9fEdN5fg48EOldvwzVfvnCRLKDuvUEnd8q8t335c7dl+98J4jj8t4EEv67gtquXb85+Sf9ebJ1wfeanuQv/vE+estTpur5PBF1XoOC/03Q3lbl+F6kFJeiulWPLHBPwQphi/oBeqL9Qdmymh2bUpHvghvdtkr3wQayZN65/y/MDxir+uFF+3rC158cnj6oD4xY867y+aQNF1hzN7Jfn8jfhqVRFdRf7X//giqtXEv7d0F+J5PnX+H2xt9YKr3vam34b+ySbdzeSePa9wlWua5bJ5b3/ccpslBr4Isd7sH4X7Y963dYbhx7b/4avPmLYf3L/flvf852xv+P/hMyrn+7817/rlRf9arw5bXX0WH7QDbw3aqTr7OM3Nv7BPKx8xJcNa0C+5dny29fkLjHMDTL+t4It3wfhaW6prP+004fdl/8vd14Zw9+6jXPRNEv0/s3N6L6u+esqZ4//Vx8tX146b9N9y1wbv3/NWv4au+76Rd5sD0vhqupb5HqVNitF/+gSebl4J69Xgs6Rzu7vvrXr+etG2evg28NX1XzWQJSn/hmfPX8FeR7L56/Dmc8v9vQLuReqyZF+Gp0G6xviB3ms4O5fqydXPwzfKyvvUpX4S48u9q/PVnGN//WDea7vX8F/mzd67lr4NvDmerzjfjzOa+EPwny2t7vwSeb4V56liQTS/v3BPzxw3ozFl/y8M4/7qTSJll+RfYKJPvcuer8E/d82LifhymbdZak//wjHmvz/3UrQadV7kjHV2tclMqCbF5JnrrnIX/rPXH9uj7L/1gg5/mzf12PlBcO1XL7X4It7t+Cqf37d+96/PUcMnAz/8OcPeV0jPyyCbt66JF/rqDX1cIv9+CfjeZ/GX7yeGtOq/DtrOUv1e8vrL8Oy42Oq/oPd9kfaHUSd9Fcl4/el7hy581+H54KzQHlAAAAXzQZrAL8B8+UNTaZefhfk5XE3vuPrDcIqvBf4nRpvaMT49B+vBP5Yzw2/Pb5VlLuXwRxf+V69+Lz4uePBsX/7DnmtVKE5Rc7g9FRmH2pvwX5f5c2ZQ8a//hvpvmzen/wQyf5fhrtLqapK//Jk25PDN74JBYgeJL9eCKln2L8X033deGrR5J6qcPzBkljIj1Aufrll99cEW5EHFBuX93U+L4/Ox6Uv7+WtSe9LBTZ3rmXfecN95ahz214IZ/4JH9lrWvDvdt7d9V/D3K/m3tMv6+CWWN97xQdeesmlryliB9sl4Zoq1DiThvRQ/cv68ur15bva+CO8Jl85a6UN1XYe8Pdv+a76L794ZunrmDIx3g48El99TeCHqT7gvn9+H1uA9FuHgL4ayFzP1/DDtf8EV8ncfCe9eXrz1/tDbstVyg18EmEt0vVP7Bbe7rq35dT7k9yZ14a1qpNX/4nVOTNX4Ic2fWX/fdFWy+/eWtz/4rHu7dKDXyd3fi9tqqeYv/eCTSvX4c5cday75PJe9eXttLw3l91D63fmSeDl/RKhjGdeGZ4kz62f/19k6r8TWttTiOi/r8vl3tF8+D5hE00qDBr4LvIvDnN7AvhjPlz6uS8TDNZ4YWLy/VrICPDHv2upbf2CS7+VeHIw19Zh8wPKKsTB+X9LUEO7ndUnvupX7gqz7ve9ovMkH3hyL/DhucDD//fd15d1ov++ev3TdF/XxF25vyyRfrPz6l0peMrNWNumX76xOdcEH01+28pfv8EXPnD8Xqsm7YN/PXHZpqD/uf6vwR3b5/3d+X1fUnNlF/vpWflvqi/30CLxl1pfwW85F5P6/Bdl+bs/rL/961oEVd3/NvaBr4WvfC1bMi4fvsNCfy+v5649T+vBhGWW2Fp9furvwzreCXaf15a1rxEX8rF5fr7BFJn9+HJ/O2vvFZARZffXp/YJMHv7D4Kea2xinsSBlflBqus9eHfv+GpGyL8P5qZB34d7jayx/k/fhySHRf1rLpXXhjy5x7SLwm+HDq6vwU0g90vAz/ts/iL95ff57jyGaRNRftazVNLfhPxHH1Xgl3c+DeP4fmva/C/kbP7rkPHzwa+Xi9eSuXGX3/CUuzm3/BJyd9fnrLW/rxR2yZu+i/v4RMaJ/lLyihbmku/F5lK7e8v+uHM+anTHYv9+Fe6rXLlQhpLQeDb3yafl9SCvwTblHszH8F5M+fwXyfz4/l4ckx78nmXXhnzYvyDhkCK3AOC+v56qSP68t75fv8LX3tp1h2WXa7/ubayeEsvO35s+epEuMlT/zbzO+CXN9VM3Y/PXDtG/+CPe8FeWji/7yxtEHszs+MXNj4NC+v4fEwxkL+WV3nyuYuOFA2zU6z8PY7p95tb3uB3vh3vdyreuC+Zt+MU18odngaaL/1YKPGViuVg/DV3JupRMPNyZ//C13d8/r65c4akCobtx9eG7V3UNXspwmzXJZCZLVC5+e5DWpetD39PfBZauiJ63d3KLL++oJZkO8l7j4MMUjtt3b4fTrJeUh/DU8tZQzFjqJ3ziRM3+HKSWrT85s7f+C4k/fSXjPxG7V5sUGpfX8EXL8X5ajTNcZ4cLz+NLsfPDHHBtVvXDO4rkBKVMOr98yaSkH757Mb0LvJ0r7aJ/DFsc7+Xr0QZl3f8OTsphnUcXw1bts9lk7fgvw/G8T3wfzXI69cLZXE8i7v8cfTLeHmN+FuCT6S1aD+HD2afwaF+l7BBk35n4usXi3/wrSxPT/ss/qCN+ZPr1rXc3MEmcOX/1CsuX1fFBIvHwO/xpr6OX3/BPtSkn3lG/PXzlx0PqPl/XsKT/dy6/z82fiPwv3Ru3r8IuF5nvZ3wrhx6h2V/9QwpSdH9eN3u7u3D73wzwL7UoYw/EZpGFzDruY+Hr2rvzx19OyZH/Pb5nc8/hHDOaM5tdTZS+DDNy4dPJ51fIjnHH/8M3tPB1H4aS1eWtnLX8L5ZcwlKfg+vw8Uwn0KfClpgx6Tnv7ny7zl+GiJfIPfBfJy/0X/+D978/uaSTwHpAAAATLQZrgL8B6eQNak6XqCDiGlM+b8e6w2tTVjcSYet/SXxE8L8r/JLLJWF0k/rfJ/wSVVcWtdfleCPxloym8MeZcubr8MLNQv4I5P4vwz3dfDFwbkpEwaL6BJ5t9+evvV/ku/8Fvl+09fm8v+etw38+8Ev53X8FWT+6T3uV5J59F/voFU1qj5qKfWufYfBDivik8F3N9a9fhPaqtdd4IMu93fOytfl81g2Xu8XlKLzdSM/J0n+bJf8M7zygh5Q/5i/r2CTyZ1eW1Kv+bemX32y8G5fJ9QRb3ikL/Xgg5fDA/MFb8525N8glDkUh/m8Q0+bu5PBNyRkl6vwRXDrJ4vw5D73rl8lnKsmnEX7/g2L7pfJ5M+a8Mz31NtpfmL9fgv1Ls026w7iP8v++Gd1rYatZ/+Fss+r1/NOUulzb1qlvr0G/nqyO8onC9+CHCZ512l8J8z/PGX/fBbun5q1fmvffV/gh2pNcfPgnR1NXyecq+ZaGJJ4NfeTBtjk8EhHfypd5eqr3FfJ5L2qL+vgi6k8Mov1+Fd7XGlV1MOfg38vbVeS546L9fr35KvcxftacEHLmO0wi+bOLxm95C/fuCXd+7xV4KM3Xlks9a6s5V8Nyrtk4NPROpa5M2d/uba5f98/uZKSvryZ5VKX6+iXpZf18t1/vysLwt2zyk/FnBRv/X0CTqLxfgn8v5f61yXBuX/rPgh19/yefhF3/S+gURX61MUvmnN3RA68t9V5dT/+SL9ea6PJ4b5oL2VOGKXKrmX+CHiuw+Cek+rrwvzZfg+89Xj/fvy0l/isaVPLL/DPN9R+Z+n/4Tvn/Ox8E998yj34LPLkN0z1Pv1Xhq1tLwzw9e+kk/Nl24NO/w7Mv+XhvzspGmThWNwkbrRQElP0Nc9eevjVyG4Gz8lLd+XtGxeevmGYeWTJ568PQ8L68NT/rSdl/+9xhlvy3f+GtoihilcbX8Gpf6fBFFfr8P5vz9eleFbV53FexPP/NrV+CSaGsq8TvVV34JN7tfnqSs9/l/b+i//YJJP2PwxP+btcZ9yI5SX31TXReTwa+fhhxnLEJRNbr5fv3C3H1+fMrHnU/8v+tl7n1eevjNl7PN4b5/wrI//yctP1yr3tV+CWll2I/hmu8nl4NvNuhPL/3nxfDNyDSvK+sGE29PTynXKfZuBPvwtyeZElqXz1lSwxLv0X/6/BhrKTfWXzFS7rwxMv+TqQvLFfXhq7d1h+XKdP/5ta/Dl31/PQhVe9ZNBr56nEnv4rwlklq/8R5d5HroL9zrM5rh+hw+h9pvBP2nN/wg31C0QpLUmLMqgjHbYfN6yivDt3n/Ld7kFD3ty0wTy8Gq6sEXd2Pw5q2bFMWIPNpTGvvdw3PdtyjO0xHBO/X/4byX7nj+RZNGu14X5tEvJ8jNUQ3IrQse2u/sNVSy3QjQLS+X/vC959u1rDUf/4btVq5Nt0/l+13BPz5y4Jfna/DFtV+N37kxc05N/4IsOPdsv6+TkfL4vn/aNoNlyf5yr+GXH5vBfy05mSIavOPke1m0/gg3MqyyfqKC18Ifua7BJo0iBIqNpjvhzL/siG68E7ymbfhs2bjVSwytmWf4Ny/XvXhq8PlTmEJ+Elg545+5Ocu8v1fhm5/6huP/gPSAAAAFsEGbAC/AenhsNFp1+cTOrffy7vRfL5cNyX1/DC2NetX4Z7uoeX3+a/r7NuXvz58WHVua979Pfvw3PDrhmWY/l9fz4PDNrfl/7U26/i+b+Z4NfBFdtu783Nl+Fa26rrwm58/8XxXpKq8GEi/d/U8GCf9fcvgjzyS9SLvNd/0S7f8N8i9c/b8G5f1vBFve4+baJv8OeXFW6PzF/178E+7Xn3D89VjF3OLOWm/Nn9/uL8HHginzsfhLyPkvb9z1KrqRL/w3n5iXl85ekYKy/fWCjy5m2yvBh1W98vkZh6LSRp/YJ73fjK1+Gtt+WNjKF69ocn5S/3X+bz5L9fwa+HN3qnj6fw5LvfhYt18d8pFcb5wv78EhHfdL4atWtZeVNop691Tv8vPuvU9fKEzh0v66cM51/qxoXcX+/z19hDkvF8XhVp72gaLrC+S4S2u4R/BYTOSVMk9+Qv3+HKr+GiKvW4/blF/fTryy//N5cXn6leVY5H+/UEmX9Zfd1JBLuHbhaOSWr8Mx5dmc58NxWnzCvy6yPXlvIp/DO92mGiUKr/BuX1/d635OXL8NxX19EWq68lO7k993J4Tqu61l/73n+DovrvnqGeN//hfxzn59hYa7mh3TDiLxVb++C3pulXwuwae8/7PtfXgl3XjNj2Kug9u982VCz5/yzRj0nvwzd9Q/fb/5f/Us2yX+CDzxa0qMmamYr8GtZ52mVn8ikvOjy+F9R9Zzy198eln8vc68n37+Hd7kz7RPqYXhB4MsN2p1hF/iMclfeVgHPnOvGkSHWx3lW/cOGiFhz314dTg8j3yX3+8equay/65ZO9/hiVBMxmY13JT15rVKi/V+CW+G/XucUvgjPn90Gi7wyaLvVZ7+i/+oX5sn7K0v5R8p5CitvwTcjm8V9TeF7T9pVluaLQX78EOsmdXrV+ev0cvBt5N7/BJ1a78Xd+82v3vL/gh7bxz8kfp9e73/BLJ88eK8teoI5a7vRf76PX5Oh8vr1l3N9+C/pJPfLSk3713yeverwa+GIdph/K2YPTtwopdajEr/5r1vwXXd9NfSeHMTY1eQRML/8NZ91h2K4f68EXlbOfhyMzn1/O49Zf37XoOvFSya5g4Z+vBbTaqbZrsb7wQ3fi/cbp+X31wReXsfgk5M4vw1L/qPy3v/l8OT/plCyRWf69xX15e7/Bf3LmL10z7/zazeX/Sz9SDMo0MCd8G/giz5dz8L8xt9VX40+sa8M3d8YemMiT015JYPy//R+I/WHpxrwVHvdIhHny11eHDc0V/HdNeevD8nglcORJfhveNV6/u1NWq8t75f/s9fGZrftPfg18F/H2OX6qcYZnkl6L+1ua5JXvvk8Nebr9L2tqtF/7wQVvvN7tV+hJm34nuie/4SpaUZpx/ktVov17nr/hu3fz9fZkasmoC+vZf/c0a9l/4Z5Y2Nw5Ll/Br59flfKH/gk0yfZZf68JTypzy3fghqGrw/CvBDH8fi/CMz7Kq6arXiM2Zo1/BL02i9+4Rfl/BHLvZ+HPLi+0KYd//y92/qQX4JSatKpb+g39lct5vJ3cvhapP7uZpYzy+/Ld/69Xgul/bJmwBu9cI8uSfu+/BJu+Ci//f4Wy/yfh+GL9R4deoIpXP9Xhq+fs+3IaOW+eup79eCOlPvUngkvle4l/6yW15fz/BJl+wBp0bL8r17L+vhne8586MZ4oP+4Lr36q5L5c+b9Zfh7efh2gxBvc2Vdooahyc50k2h9P5D14PT/Br4azdC1MDA3bvjYb2q/XWeRPw27ur/C/U2hrEmT8GHb/Xgh8L19PfPU+zrf+tfhrWZ6mD6qRH/w1rV2HC/B/Xmz5y/34chC859T6tP34a7uvncGUvz5f78NXK99fSoqpqe38EOb/fhmfNNflD5nzL/7hnHftPMpB+RfS9N5/l/rcNQpUlr6hviea/gPOAAAAT3QZsgL8B8+QNaSXw5XdZVir3/zcufgr8/tW2tOVefr8kVYFSeXtHwnl8nl/Xc0+ag089Ydnc3Dv/DPV65Kv/8FtK1fG1iy//RM0r/BJ4yrfl7c/dscqs2X7S/8TvNkjZWa+glN2HO915bdkv3zZfhitcq+58oVTle/CufaSbrXxuZb/8Oavl/D12OQfBHa11Bt7kTvl+u7ESZ73l/fwzq118g6artB/oElRxwfqX2G5P+/nRkv5K7m8Fe78XXIoxfgiqqXpS/1VhbTfV9fGrHmCoNfBDJ/VeTJqdrz14z//iZPjy3QS7+g1q74XK8Pylfov+tGl+vxdUsv78t7/kk/+L7vzcHfm3eTz18YMnGv89fhzc/ZS/rv7/k8ZV+GtXs+7RZ/wrvNtW1IL488p/xWbrp58v6rw1e7r+NPlov8NcL/bYKKp/9+57n8NUSJV4GxfrvCfhupy/4Yl3+VQuNZeGloYFil9f6L9/gqzxfJ/LL78E/Lk+eCQv9evfhXTZEg/fCGi67gjGfRff1EyY/I+kDd905P2/sNZvN1MrNP9eCjtqX/r8vd34Ib3wRfhsuH3R45Rqe/g0L7+4TJN358/knl0voFfkzF779Xnr56BNz5YKfCd793P4IJ5e93fXybv89f4fG5y/teCLxdz8Elde/csP8EN3vB+sUGvglzdddPqXuFuSXSVaSRc9eE5M+SH56w/2Vkvv7PW7BdfXrKTxOs35+V94b5/r6nUmvXhy+67MO3HeDTzH5sJ4ZMlTLyN8PaX/qcpPBX5/mzV7yF+u9erw35ev8dwD0vr+esZu/C0bv4JL5qYX4Id7sSeGrvxfmLyz+I8z5pa8EOX7H5JadvfXUHHhu9OoYsr//BHN1mKd+EvL1pP89fPkg1fk1eQv7XiPHl8vXgk1M/ZXiqrOSzUg3uXL9fh+Xn6KoP8U6mj4AuQ/T3ScrwS/WDVSXX+G+6zHymT6Uc14JZv13+X4jnb4v80/vr3BH3c1l/+/wR0IdpRPZSPvLyb+Gsnk1ZamS/pd4chnJ3Yuhzq82hlbANS/p+SI/kL7+oIeqsy/fWF8/11+dxgvv+GahBl6/ixoX4JNa9T/E3vve/wSbKOmISdb4V5Z7rWmiN/+bHavL/9Aku/UG/q4b6wRS59TF9f3u9esFeHOXKh6yvhrMXtsv3Xlivg2L79YLb77ZGesv/uHO7r87yBJpr4L67l7wXLDrOjzRX1+/Bhe+eOplYTeY3/+CHqHM0bE/hHdPV5P/hrSWsPX4/68trWX/XVgDXz8PhyLd/+5/P9duCHn+DL/9gr3mX5dR4h30H4W4Y5Pt7qO422v8nhu+q+qZn0S8OeXr5kRpfwRWg7U/fus7689fmEyA90Qcl/rwScvev1r8N31WnLfr3vchf/fXavhkSYyeepR+H4tPOFw1L6mIf5pf/hyo5J5Tvz768lZuq89TrZ98Gxf1pxV7myQ7CFlvLz1/HuiJ4I8YhHOL8FGtVxqjr89ctB1p8QX/7Nxv6nl568OIk7wal/J8hcV5f/VEZl/f8vuvhrlyvyiGHZCfP6m7X788iQ6iRfy8hb6ylX0JrSEOPOi/756hBjzzB7/ifJj3y/9YIqX1j3wfgv3e+VdbY534OPBFuE6kSdL97opvCvUnsci/Q1a2FBEEvZf/Wy/X4ZuJ99iCJ6D/rw1XdYQ8tc/wHlAAAAW8QZtAL8B6eg1lRf3809j3Xd+G+2bYv4Zl3fw5ybX7cN3Sl8OUp8uSPhhKJq9+be/wR3vw/BJu1i/DflyDHyNGjWu4dpte+kkDXwlFfvLJeesE3w9/S9QxnxvjC7w/hm73+Xl/8l70X+vDnhx7vpDZW/4MM3fP+obyeT/l/fxXd4a5S5/Dutci+RvhCfd2zv/5e7y/14avevqQHB2J3+oNC/S+4W+ctdb8tqb/ghiW+78szdW/s9fxr8p96vJ4m+3lYg88E2tpJfVeCTplzKi/15YrvXnr+QPs2lyeCju5f+Ei3y3fBwvX8m7/gihzuKvh+Yuf36JnP3MuqFJ4JKp7Mvv7mne/f0Gp+Jc+j/nV//e8rP3Wu+rg4etFvu/BbK7J5PuS+CG583Pz4vnQSh4OyY+XTHukvgu8mu/r8J3f1Pq89Z9DKWf+l1oseDPzeXV5+Xw9FouyDF+KJu97y/357/OmstvwRXfw/DVduUMUo5PP/l9YvwnzZarS9T19lBHtfTB54KsYaPFvk2x+Cfq1Lnl+CPtm3ESPrF8muXPl9fzStrIX/fPXzSz2/BVwls56pDzL8oNn9Bet3fC/meGqa/69J78ZdF9WI8QsXuvJveX1/PX3YG6Xz3Q0vo8kSAxc7/hzVtVlHDxj/4IuP04PwzWlX3M9ny/9Xfmtrg58Ru7n/vwSVJHbL/tOWu5/NbVv9WAO/LtJflpvNr8EMcufw/eX8v1rQatPqWa/y/r56poi3f/DPP7fNTJcv/0HMINh9byryeYU+Fo1SrWyXqHbaf9eCOtbj5MtcHXhzn3l+RZtpf65fhzLJkzMJ7wn0wvk8F3lsmfMV55xpuyeGJyf13hWtLSvhRxjv0X+9oEHk2tZn+twxfJ+vLebXXnr5T5dYJ2vz4PCTlrfCfR7Br4Yw7qVLU33Z8i8pIg56/e1X4jtOnd2vUJ8uXfXnqHu8sFLn0tcNajyneZvzpSoLMniJF/5MBz4X8aErJf9/h12nwtxzC2qPxfne/68OTx214x3/PX4xjYG68N5Wbxh8zof/fBLPHz/6Ty6Rs/lvH115aT6XuL3mG+Ps/ghlh4vySV68EmRfzD0GeP018I/6txKDR975IZf/sM9V1+Nd61obV958vs+bF5xibfy/T+Xcn15L33vhLnwkeX/FaV473fggq+ci/NKXunq5DP/z1Gyj5/8M6Su1rP/+a7/wvXZS94UHcs/+Ikj5dWKUpf38EW76/C29z2/NS1nn/5pMJ0+vzZ1/1BoX/ugQ3u8H55BQ3pTkHjgtYbio/hupN2/pZ9fhKq96ryeL/BNPLMX36/C1tbpXr6Vo814YqvJ9fO4wksL5PLvw33bwhxJF53f9ZfhnyaqPC8bPr1aDTwSb31+CGqnj9J64V5uqTL/Xhm+pjqnTPL/5OMsf4I+7mb8N6tYvy27w2vDmZeOPRj+GFzOi+/7pF/9cvw2TLlY3Oa/Bt4TO3d3bby/v4LrQZZzzTXYfD8+Scw/PfmtYd3VvCLOatv/Bfu/jLFflg09+ev6QyVq8K0r0yLlzXzshiWttBPwRyV9fgvtYfp5zScecezX8N+WD/H3y+DkL3Lz1IEj1CqqW+0e61z514Z5e5Bk3Kt+nvhnjzL6bZ7pAi3OUj5l+lvBCQdUle+LXtBu76+Qymcy3QeF/778Eea/Vl9e9Fg/BbjPt1hvxVL8EHLTy/LIO8deCbP//4fyy3f3fmJyQEG7Z+6f/Dmk2zX/uXg2L/vh+TcfXn6lj6nkRb/4LdBDfc98H4e5L7pPctqfc7/vXBhdzV9VWUfkn68NY0r2seX/8bjLkV5mM+fhfUtZkF/fheld7riplWOSaL/8EHSd35/5ixXA8M3M/ftBycjlKd+UPF/8EHG8cfq9ufdT+ash8y5KMNrwQ3ymn/DvZGHy3nz9UiIirZjJKv/DZOSDZl4ef4OfBF1TlH+ST8B6QAAABXFBm2AvwHn4JA1e7D4cpU3WXkp+3rr1l9e8End4KL+XqGeMNNr+cEQ1L+y+TieE+m91/J03N4rzUkf/F33xXB0X63aPYeXVPW/gvyp3xtdc1kT8vhW5zj/I918usUsX5Zs8v6+K6rba/Cvk+beFiuLjPvrwR8+cvwztOHfL4e7Joa68PyZ9VtvVthk38G/nrbjPf8ka9++s9fH5tfM7wo/Ld5t+CO9rWX+qt5pfyVXZf+rCvL+7qGVvt4n9eCG+/h98mUX+S+Df1g/Pw/jl7rybdZf3egR7iGHl+Fqc13drL+HpyP4Ic2m86/EV1rX56h933lI/8EmnJ5fguu/e7sv/uLkvzfg8L7/hm96yi8bJHov/ubTl/zlX04zBb8JkxOijVf0X977L71+X6/DU3t1jFVo9/3Udx15b3eu921/i/PnF634N/DUzJ/qRM46Z39b65U+twpVZ70X3XUR4b9fdeCe6+XuQX4Y1rWqkDLIybQf/wzuX2ttMh//vF8hf+sEMN+diXR9fgtzfuO05Qc+CHzd1ea7tb7wTXxW78EhfX1ViXz1x739eoJPLsoOPDfltZdHnT/L9fhO1XTuvDNV9TD5ZZkzpTDP89fILTKzi6L/9nr/CFp5Mvv+Es/3vJ4JL3wfhru3h+He7/wQ7VLKvDm91tCnp78tcm/PU8kjr/g18F81pq6z+zJ17+i+ruSsq8EVYxTZvbyRte9/Yal72l+9eVc5fX9dfnqMPdU/IvcEkvd7wce+7T8EnVYsv9ern7tqa9+Ge5y64d6z/4cyk6UH8C1Ufn8EkueD8M8vxfMxlF/n5zZxrTy+TtqDXwtxld27SlEo1Afy+XmyvC/PvNlYY+1evDluaCcX8uqvJTeO98/X0TMc035Z1Osv/WCS3ZGHDUHPiN3x2n+69fSJ4Wzblp2fcJ+9P8NUtNftVy+v4ZrF6w79e/67wRSLc1sF5+ElmR/y/34rzXPf1DuHhH16z3hwUzmGbqU3I4b756/vUhA8yTL+vhe+/PJfe5lYNvMS9/h8rx9d3V5xmEXqK8AW4dOw+Hk8t7TXwR5YP4SeTtqi/9WbzeX97yX3l9+sEd75SeG+qr9w96n89TSk3/wR9J+g09Zvwvu/l1bZB4L/gt1kyHX7mai/9KXVL89S2G1o//BR5lyfCXD8kvm38Ny74v4ZWozeGZ9rb489dkq8nJn4cyR1/CPjOUy/em4YqGnvZ3VX8q0OovjL7656+QJJY2f/CXm7e/zlXCP/f8Gfhfgie/PTr2GkVXYp9+FybvdcXw27mJ5/T9z18lkPyhz4ZwsonWM7Zfvyz/Ur+wVaqT3eop2zg/WpF1gklfr0HBf/dWPz9snt/L+vgin+04fveO++eoz2v7Dsewarw3Ifb1yckf+F633mxS1H+T83/J5Iz3/hqfevq8wMXm5P+WK+DXzTZX82914WzL+a6/HZsiJo58TWtdv56oxqT+vMXlyX/vRJgvDPlopZGHnjIHv/57dEAQ8f8Eu//xWNvTrMjl8k31+ckv2EXYvnKv04YTpg5933EeNl38OZx9uTe6zhqb+vBdc+56+KR+ofjNjq1jFevpy+Emgqq4NvDnLE2TC0Usi4v+Wtnov1m4/u71TSI2JffWC6Vvl/zmX7/Cutd3X5TQ7Ewl4bk/i8OZqZ5A5Ncvv+Tl7/CWteIfL67qCW0Pr322E3Xirz1HTlnaO5C5jZhvEL7gzXJKCTuXsy/S+HC5e6/chaY4Xw3Td6zmjBptP/H5paV2z3t15DKamUv31h8or82Nbddj57VHfgl1rek78EBBpWb8344v2PqbUz2M2IQOfC9qbJL8ErwkOdXmvHvfDMcybl2v0rPvwHpAAAFUkGbgC/Ae3gwDXL3akYX5Hw/Zq89fPOpw5L/9nnBnqatD/4X5s8jXby1/56+jbJLJ5OPMcvlrhup8+4/MJhqX5l99aL3G8XvvzVBp6xX5PL678v/eCPHVLPl+E8n2n5f3+vda/gu1Pu79b7xOtXxXXv+L5LJjKxFXivNlZV2X+vCuWOEtZXvlU8/9b2EZF/jv2be4N/Cd9cLKY0t8EXhZy1XvPzZvwSeby/PVUzw/RfzfNvcnqx+CSm+34I/F9fhnaJ7qTcOXoP+GaUr86Fkk+4b+Dbw5t3WHothdgM9eCKmfPq81JP+COSV2spS//QblspzX+IYfDd71/CT0ddYI+o77sv/2bPfL/9U/aFeXBpo/8MyfG6vxmd++uDj0XKvKQdER9e6qXdeevznZevPX5Q/JT5M1H/ha61s5yZ1+Hr7qoJXwxLhv3ntTVmwh/o1takus2RR/DdN+vD0WC9eCPe0yDTxXlyM90vsFGaW+Vdgbw5dJ6+UtK1UX+vk8FHVN72rwzmipputQk8u//w35NXDcS79LXLL/L7+ocniusxKNd4N/BTHl/e5/8Pz8vhimOGtki/68nhm9qvhVO/KFWX7/Eyfc2+vDN8+L5kWGkMKvd7ui/17nbwceCO7W0vhnmzl9tx6Vvwne+b1+K8L+5X15K6S96mb/PYhlS4f/4MI6v9tWy9hxnVyg9V5c2YNnrhvL46q/IPlgwU+ev57NvyzZ/hyta+4wi3WTzVrZffXCu8vqfwfDncPO9e76rw1cu+vkilV+Gt5tY4auf+D3w1vdfCHVb/56/wfP+Tu5/BLl93fsQc+bx3KvUN3nDC/5tI/a1z9fMH4aS+LJrw35sV5t+X3q2q8+Dw13fvw1e9spskJ/58MlP8Orc6nUA295B9/5bK/5OT0X1/DOTxNQoa7naEv/C1blYe9W5D5wavmOOvetfhnci+vjulXl+vcF2HaZl7+/Dd9V8hYpYPs9f3wx7l/vonUWl4vnXSaJhd14uf5vi5ODjwtDjpbWw7TJrNyF8kI3czF/ycEnJrur16Yvte5J/73w3Ni/fMSZH+/BD5G5QarrNgie+ta89UM6Zf/8Vy5dvfhq78tOa/+FpM6CSK7WH7fFQ//LVPXny7iWX/BDe11XrK/PX5ywZXK/gj1VerzZf/C8f/+9pfJsuQal/9wXxX5P//qe/kl7yw+L832lfhqXUtSzkgbyiYZZ3/hqf9hh6WTYIbxsXPz1/GZrYHPhbn+rl1frmm9jr+FyqL3jOPnMP6N/8bDGJcQZfJj3/f9odtvnadwTtHhJ4WBpp2DjQu2HwXkfPZdv6u/OKXNX56+QZDmDXrxdqvRvL+qe581v9cIOPWL993Xuud693ffgh4euz1r3WptyTH9peEKrk3ufMG/nqWNMg4NjE8eLpeeuHaS8MV2A14LaTeS93C9yql79QwVad31+aExr7Ju/wUZ4rq3+rw1WT1+H4nfXmyzuTz1DeEIIZFX/euC4kO+eSYn9+Eiu/xngal97+vLvcR6yvy9NL4cqam7Lci3rwRcmLnK8M3P+po6+Dbwv2mrctxfzjIzpL+vZ5U4ZZs9OzBeFZPr06U3lshf/lr3Jnl/XzdyWvPX2bRw/P3d/5umfk80/jyu0G/giKeLNfZ+iZfgu8Q03eX7mpyF9199tNe9qXSrfsv3VWGrdijqufnEm3L/d9wbef3xlE/97k3+HvFXhf5nmP7GNbAsUKjpdU85K8ENV3KL9+4LbebyZ5Zf6fpddF+r/97l9sv9LhfkZc+VepKWyV+X/3PUMxZbQrP/wzSJJ07yhD5+v+A9IAAABZBBm6AvwHt5g1OWtv1da3wt4a7R3x18olNF/hzIuupby/zeuX57k65Sx6/19gk3Jt5X5efwZrrBF4h+EhfX3d5/XnqEfhp/6X2CKPr9gi/2+GuepqHb6llQhHhXHvNpPyW2fx+hudX/g2XWevz7T+GdaWdMgIXMv+l7hO+8e63PhfTrVN+lP0Rh//hWH3vhro5kFDHNYfylf+G9ar5A/JP8JVX5/L/Xhim+f9cJOJH/y0ryF9e6BfL/deqSlW/+G+PU19YZt3g88l9ZfJ/JVy9yeH+m7z+6XWof7Kr5fuvDO6VecdG5z/hfN991KGlx4Z/+CaMU9anU58F5bv/BF02zCkL7reaMtDncHJf9dal8F3VN7t6vyeXF5JPXL/7hvDT37Dew8bfRxb+eqFIZ0//lw3nr/XFl+5PDXm6/kFA5L9/Nnk39QRdV789cI+l/8pTryeDXzkX+E7nPifNj9fiuZfDHuvCWb77Xy4fKzy/95d3t74nC9MT7Db0Gi/v6+vwQw352rc2acvz18dK/uEjjt/gw7uf9XkX/3PX8Juy/hq66/PNBvBz5L2sv/0a0v8E+q3n9xXSm3WIL+vhvzfvlC4et/QLQn714MJf5cuvkWw4lig18JcMtHqvw1rJq5alh68JY77y/+L26lEesv9Pgiu+1+W6T2X/rPX4Q+fblx/DO92kqb//hzP9S6UlIg83u94NfCvh70hTMypUz/9ebky/BJfWLf2CPP7ysvr/Zff3DkMe+s2z1MVdSeX/vBHu/Fl/XwX61P9e+P7+Dov/ffhmXpO9Q2ocYyLU7lkNk8M91UO5Gif83ic/j9Mp/hLarSp/DNcwqvhtLz/9W/BHn/6Dfw1y+vtw1mm/nrhiXdPp94S5dxmj39Y4+HKT7jGaR/8Ed9NrL/9gom1tcvfcvwSQxjP5V5rTIuEPctS89f3D+1J7/4I77XQa+epbzb/4S8vd/42+nyPpWvLijHNSVfy/+4IaruPgv5/HF+v5ERZ/CckvUyiMnkp7/fO56+gSZ83Ev8/QJ82KzFq4TL69a9T3wSXcv9fnqUcMZDU9KF/4bu+uZk1fl9f/xd1feRcGnYX2O5V8q55Zaw/f++X76wxUssO+TfnyNe7X56umfHnK668P3d8snrxhdQ/sX/vf/CGtTR+915L3y/f4W1WPHD6+YIhpLuwa8/pdI//6u/CfF4XVfHry33KX6vwR+XGANPPduHob2H3vhXuXu93f1z3l+r8Rum67/Ccnxcn/ERXfNd64JcmaWd2IfBPJvrnfFXknz/LWv5em/zb3K/cL47j7qsdnD/8nic+b3y/X8G3hm66ymVVS/+Fe73e35i2W14Kd7lh9aeKT0UgwXlISXJ7zt34iSXHqfBt4erhxinkry9czBRc9x0aH8E/m+71Xl07/DOb6+ynTKdXhrL9fmHyV/k2o8vwRwtq/4LwSTs5OYX4JpUOk+rmUX/6BHy7l9fmtVy//Yqqfe6L+vhq95W/hqW56+hORLcXW4NPPWf3+ut8+X56lgZHOHjTfL5eRzkL+/l5UBprwSbtcL8R3eHvYgfeCfeTbvK2X+3w/1efOlvUN/V//gjz/w/VrL7/hON++969XL8F0vdz42vFBr5pmc2fBL5npb4fieW5qfqLvEMJ//hzpvCHzDMeT/huf+qMfddiX68GHhv3Mu3j2qnPLC+u/5+p7zi/rz1lC59/+Tq7L/9gk3edv1b829/h/SvL/HqteBXqOf/FY0ySxv3/h+7O98dx8s+38G3hWpJarr+VWWh/DU9rr6tlVZfC1cuRLi8pkcJvzyoiPJ4IOTb5l8Jv0utBb9f/nr+0MaQgbeCWVs3I6ZeuVeGr1PIzTBU22/EF/3JXOfn5feeleCKb9yQv7+CG42u2V5bvgPKAAABXlBm8AvwHn4JA1pl1y/DXCC6OL/DGwl8vXrwX934mwvyn5b+LzxEVHxvvvm389cgfGwevT9fw5fdfKJHccEv79YKL+/gv8OPB/ef6+M2Nzvy9y4DhfYVuXvb3r8xIitoNv2gV9Vk/y/VeGOBnPvPq5cBF7nx/vwRZ94qe+C7d3PDwg/WK/Upsv39mypxlfhnDdS3VUuY4+3v4OvDXJlfjKWcry+l/v1BJd/X5d3p+mepXRpj/L/3gj5P6bwUbU3XNrL+U3/hm93XxjH/llU1g5L+/nr5000sv9eG8u3w/M8JNFf/DEufHNLXw3IrYE68OZaa+RRJdea+nL9/gvve9264Ttz8Hfgiuv2X31wnIbfNIzdvvOVePdMTNk/DZJuuv4yq79em8EsneXn64xRvwQ7WbMsvr2WMvd3kKZ86pcsvuvasAa+fr9FATb92l5LxxdeerE1OZ/rz1n0cFr+y/34Iqu+L8XW3hvo/w5EuU6rk32X/XDGHfPsb9c0yQ9F/vw7G63ZKCtSulu50hwn3fBH43d7xyi/3Wsvy+f/Lu/4Iyk/ygz8NTLjDh6/1uasv9bjfn/E+fPnxq2HjQdXA9AlrI/gwyfeH1weock+8gW83gvhJzqvctqtZEadgE7//9rguIo98NETPnqcPE3/927eRfvevw5qqqaZ0Vi/4b82Led//PX8hMur3XVIHHhXd+bLP4xrkL7a7he8++dq057/4YjOfVvdUzydn5PBHTfyk8EW99V4a4vijHedNkaR+7fhnLtDXwj5aR/l/9SZswbF+v5fNj1OUv/r+C3qsup85+sq920/4blf14dj9+GK3m31LWQH/Bv4Tpb1r8EO6eLL6/lu9yF/V/89fhvtbA4vLWZFXhmlKvU8cu/83P/z1DCd3/wc+a9OvDXmxcc9/89cbufm8dfWmvNtF/y8+LDa6B4e49+33rhN5vEvB36zq9ffkzQyF/ZegX9RarHri+T2Tg8L9fhibrXJHEBsziL//Dd9teH76fv6PX9Sx/ukl/Pww9EU/v1dRf1fDXGcruPlD5R20X+u/yyd9eevno1vwRW1+y/3WWTCZg3L/1hu5u9u/KIjBcV/nqdYuyD/34KNaRQyrPONl9b3DvmwmvZ/KTW9pEzzzpmD5iT0/vm7X1ip756/lSln8Na3X4f7UeKfTXibzka7S9cu1G13lJvdzF9zeJ8WjuTn+c58PXvc+8elXdIvlyn8Enm1Mpff6DfPKuMXGBapU2vv8pcIfNTBr4IiFXplvD8vcw8i+/eFqxPL3rKLK6fr1i/C+tkzfWf2f/Naonfhnqq4///L/04JN7xV4ny5cgQbB4tc9Z9p/Wnn5h4Y3zf9Sefh/DHf78La3d34flPlRq8F13Qi77t/wSRqjP+ovrfhXPmufuTE41Ofg48V43S/5PBFj3eW+s9yZx1mVhufqtj2Cy9c6vNqv7lbtfPUodMDJd/4Jda1KG9wi/0zuaTH0X3/BHyfrL/3gj6mx1eESKq886r/OVctSs+Dd+p6jm+//BDver83d17vdv5PFbL/rgi21+Lf5uqy/TqoL73t7sIR6c//EdV1X4Zhxor5BkEb0qfkQioD4OS/656043T0X9fJlm7apfYY3W++UvyBX156/CT3OUtqX+Hadb7qT6/htJ4IX/mquT3e1S+wx5ZFwuVN6/wnYm/yWtKX9/g1L9L5y5eELwJzmjV5f/sWS98uV5rz5vXrw1m72sCH9zn/l+vcF3L5VB5bxWX+2sNTZ/flCJLa5l/qkwzM3dftqUGrwQx+nevwR7b8vwXyYgkof1VZ9kN8PLiHcHHkvf8NUHUn9+GYsh36wTF+tc9Vko2YSkEjh83giklbsPhK97rgPOAAAArTQZvgL8B7eHA0YmtVnfCHZz/nudI+/MXyfw15aL/Dt7FeXu782c/e9evDnPDrjeGi/g289fjvbZf2/Cvm2J/X5BQ0DKP4Zkl8vy0z+X/XBHxtfD8ENsPSOP4X4jyeTZeTwW3oeq+pfS9+HLvdZF5b9eFcsnlHW9B/1Tcr//BH3K/LL7/q6DUv6+GdbufENZg9Rf7fPWE3PlwX+X91wxBd9HeXfDhF42Vtfl+vcElJ7sfuX7p95ary//QJLr4Zf+t3XS16L99WCHNn35b3pemF+XzcXKJcc57DC3j34I+bMUGi6z4P3n1F+/UEG3IPHb+J4vwx2Oi+vf+CfNnu8FeC3Nm7vM1efl8weHidc1eCOf/KvBbkzShtaPKDz1abwYdWeR9QlPzw/b7/n5R4o/hJf9Xfnsz8n/Rf6XC/GVbjd8wwU7/5ff9WCf2CTqHMkZXgh8zHV6uQa+F/L43l68d7yPveXcnvn8vgk7asU+s3kz4eqHvB32nvcKvfO0cJWzVaz3fWJ1vHV4PVvghxurkBJ4Iq6wZf63FXccXt3LhPWq95d/l3eDfz4vzBUOJ3cZC/X4MKzPrRVydn/wnkzaa/m3acvhyf36yJnfNTiFkpfXfJeeF+GY8vNfMMk/8dNMkq4S6Adb/Cd2z3rncDZfZMsevSBFXKhxUvcvdV5/Sv2T/933+C/O2pr6tmhZevWKvLn9356jdW1314Jcq+jfa/Ddd1+hRoxL+vgh3LcOCDTzH5uvBCRN1/CL/1hXz0RbkF8N59/8NRzT6nIWjxHf/C0+er5SGSq6Uo8U2xL8N5qJ5W43NRWYd3CJ+l/1w7zNOlndK9+XrhrZ//hy97BceoS1h5bv4J93u/X4bn61X2h6WDVE/+CDtKpIrt3bKSUtFc4V/L+/h3bdyOS95tqZeh5Y1rA4ZgT+ku/+H+X9AzxXpS/Y6rL/1hje6UMr1+DTcEXxO4e7oOis/4IZ3/vwxnz5OsPxWJ2hv34Z3SqNQL2yoCwuDXw3dzc/kE3mLJ+/Pl+Cd9d+Gf/wvjLLT5ZLMFJO0GYcZ6+GOG8cVPepilPH4/VTM/DfIu7OdEunP/4MPNvJyqf4f1btXhu8wEqYTMSd4eH5tC7tcHnUNS/94K4Ze7n74rOs1s/IR25vwQFvHfoy85/d4vs/1JNz/jabpVN97UkZ6wzAmAKsCb0Ug9cw1t1vo4NNZC+1//BVen3CP+hxL35Zf31BBxxX1DI93ezn9fMO1ML/BfzRybrU+38v/eHd78e9snd+kzNfoN8nilqwh8KvwaeFJ4+S49VG9LuScs/DVyy5T7DMVZcFrjoJTIy/veC3Lj5sqsX4Z5bWL7txwM/x/jqzS93/C1zERjV1O1UPLefSfIIuKjWNvPjB18NTy1mOClIR/71wX1bynPDL2q2aTuHtPsHZxr4e4ryj5cy/ThicPy/LGOTMUrwte8Q0tVMJwxcDVi+0PAl/J3Tl95dkC+tI+krvLl21JGXBoMaz/wtzsqJ366/nFlLEnTNWYeZH8EF3rqmpRp9dGCbwnP+Gvd1+bDN9H/h7n5u1lcc99NdLF3uJSF43NLwvcfZc8nJ9R966C3P/wvDGj3L/Tv1uUX+WP0+DTxsVz5pQktJcakD9l45OLFYnEpMCL4qhxFgTB4fD8GHnim+uH9R/+F5WOunF9YtnHJfr3BTd7h2mffevwtnZjfNyH8ksB167TUw3Nph/4bzlI5uKEO052D9n14Y5/widwbP5ud/w9NDxD848+xYhb8gPc/rwYVm29tlq+4RVpbUZYIItj8OavX/h2GWrys0C3z1mGTD2X/+DCHct8n+qVH7h6cfkLHLfC138IuTi8P+eD/Pgw7ffj/564yxf//wvufc6CXHX5nh2JIYOg08NY/vKyNmnAk/r59eNmbwxW/MxI/fus6sNyjNYbi938LbK/N904emqkEHG8TT6O3givxnwtfOzHN8gqyjtav/+NyX8ZVLe3+rRlj7/8P9/e28Pe8or78oMgOv31S+v57H7u8v/2GMnpZrqmOFaMpK48f8PTcnTwo+++ruSuYHtNB9ZHS+HOqoqP5xoOdv4ML461TS67QaFuPov/062697rr3Du0pvyRS7qH9n8ibba/hvI9daQJPH368Bf+HK6TMP57op1Hy/64WluSA7jLt9eE8M+LNpYfFY3n433Br4bt20yuoRogj2YWf/wrrJGPstkS4RCOwyr+i0NrmrL/9BzuK67bb5tMz6jlq/D8uO97N8d9wU62vUagZvn6j1F+mrsGF79VbH5wzXLyJ8+AHV/8LxkTlp2I2fS1/5Bw+tR/DXHZL1/JEy3+esgNDF4v6L/9m8v+F8uB3FfmzlmLGWaWmMu4+vF73Qz9v+GKkqvd+zOJpv2dksHnZfVLcPXPGuHplsjwCdDkTtx/hZqGEe5//C2rIe7R37nnWBXCPJkkSS8LPRsF/hyPrfgn/Q+jaVxvl/rw9XOp5FzeWVZ/CLud8giHZbqX2qvPX81bwaeCKkeslu/G9J3z7GUrk0G17Kazwmp4Zhn/lDsv9tYa5+6YRwro7d9ZAu1XC5f68GFV0nfDf+GVmsHPhiTKXFfp08em2Z/wWVe+X5s8Mv1+F7ekdtrXyB0wWOnvwtakgeSs6Wpn4pK///wX0l33aYKMw6zTygoO3xfw/XbeP59NanrmVHJSPAifta+CCOe3XnswZ1+Xk80pV5fMt/+G77rAme/qPTkJQ6vy+GbzL10qWbFw7Vw4dpup15q7/Bfqc/NRtB5vzBXIFSBf4a7n+Y/OCbx0PQ5v4fub8fw+T4zmyv/I7v4INzr2Xuz2+vmBJgYemcGnioIfJbfvL8r5f98K61GPvTUOSVtG18z/8vLm/cKXvfdz3uj8Mv3+HtHfKsTA9In1/G66W5H4Zxf1KsUJQx//+PulL9yEnv+H65WWKLn2qjAovOuHJP4TT6kfq8K33dotNSB8RV0zhsMdjyo/hjWuSFXiTor9bxNghIGq0Mvw/CutVc0turu7Eu+GgJuH8O+V/JuXOdGuEuvW35mlvrw3e1UleENjOv/gg3itb+Ne+Px7VUPUfC8ezW0YvvsspwlCT7H/8L0t51GvkepgIQ+S0t5+GeWyVc+7VTXrXmh7ldwa+H/BHuh9mbn/5hc4NDFmfXqGJ/d5d5SWQdmSHycqNv+H5gzORPHpjNHISvl8gdo7f9a4VqI+LufP65fHu/8Myon5pP1tD834bv7fNfdeGpFO9fjxEM/+Gcu8H0MsjZH8N8+VeLrTaZBokyGdjZj/hHtq+9Y5UTw7Tjq+Wu2+X0az81VBOX6/C1zOd7JW+4avl//wzcy6ev00MUU1/wRyZ9fghI5/sAbF/WnDnhX7v5Pb7yl/+18D+CAr591WHfWnelF5ZHimYTDNyH8M8XuE03kmpP/BfnV3y5XzIByPMK/w3WMb1/ISKRQJK/hfdLqW14zv8v31h7L+anPcvg/LzIjrT8E9U/Nht7X2evtwxKawZrm/snN/hWTd5N1H5th+FkLh6+YbxP5f31DnJSvvSjzX3+W98vr3hqaO6+Xc6yL9b4awh/rR6/E75fdfDNrGVeXwI3qe2ot01Cy/r+X/6LTf+HJma3JkYaS4h5t/vw74bxerXM8deVr7dmH1Xgk3O+3fgvrJnJtfKjedCT+X/RIIOfDkY99Yz38f4IYyu7bX7Lhl7AeMAAARvQZoAL8B6eCINZsvXgn7vPviSeHJPjrJeH3J/y116+wQePdEufD77X1LtP5uH/0fz1jNj+TyeMq3vhi3rV6nqTz1yLjrR8/vyPYMtB/wxd/d187i01BqX/1Xf83SdeE+dfZS+X/dQ3we80XP8JhpFBd1+GM+b7r4YSV3qf/hry5X8mjZP6+z1hi7X9eF6zuKfH1aIqkZjoNlSUXz1KD2nB7/OX+rwrceWyzvsXnT4Q8dkaC/+Xu/xfU1ci8HHghxpo+WX5H8RHvR9adeCfybzZKTw5d9Y7O4/fnr48eu799VXmvr8Ee64IN3rhreUHL9y1yP6C1qtKP5asobRJ3/wUSxus9/fgkl7fB+GJWU+89rli+Z5rXhfxeMr8s588v/hvd6zdecTHn/UvBFXLkrfWf2sfm/rvN5elyZSmDU/gz8E+WPxdj8xE5fRfr95ft+SszL/b4IfKSXKYv1+TF+X13wzqWRP9lKVDdvbgSH5XSF14Iu7ufhjJ/iOKxyqQReTXy/v4JO6ytd8GhfWldW19gk8vd+Cy9Pn8mbuy//X7u+y/+56nrO/78EfJiB6r3i+/DMbzlLkZovJDV9UeUW9e7lzl/LXLw3Qj+GpdXUfdCPcf4Ny/ruCLJm5XQIq1CuTvwx5sd+swfh2TTwxJIfwny9uM1/5s/66wrluqr9HXy0llHf+CTPie2X/XJk+Dnz1+qEOaffNf4jPLvH/HL/y2e5zrFeuWH3fdeFarWnP1+GO3UpaL/716+Ev8uoZjPflef/+GZG9Sigdimhwd+DXwvIT3GZX1klMLle00Yfl9fwQ73uSF/fz8w9GMn3T65vDNJ7r4dhrtkHl+vxF3b5bal/635OvBNyxm/8AEB7zFF/go1I3XWU/nreX+i//QJ+XuyXv+J0z/Xr+X6+wxjmX5cr570wIi7oLSS6r6j591pe39As8QOTe3PmxB69Op/C8+6xpbk+lD5Ijdmv356yJzQ8HuoYhSv8OD1exCDz107PePbaNfvCXrWvoMlOtOvXyB6H4pzg78P33LjkJ6vSzPj/qzB8yZl4KsOSaa14jd4d9/7qudd7JqoPn6hmHWV8qU6cXaElTVHZPelJqL/9SeaXu1Ah+F93m34SnC+VJ5i/u3ZyZwuff+QtNqD/33deK5ZTxX+bbeUvon0DCM8Sve79j4cnr8o91ROg0L/9nKvDac3/hq7zYu8VCPc+98EemeWUVebe8v+lkjC/+Cboakyd/wSebxb7yXPHvf/C+feWJiWtZM9eCHPnFv1Dd1uvh6Xv+XzT+dqg38xbnxGqG8Esm9uX9+CElKXwfgttj0qwkX/pS/fWW7WQv3VWNzfNv51C6mm2R/Nnsg0aqJgB0x0r9F/m1NFcVwa+CXJ1nmdlq8K9ymWqeMxx0QX1HyLT4a+Ivue/8JSZu0+vBFnaslq8FGfM8e4vE93fJ4iT8cy9uu98uP8M5pbfOrYJI4v8Mz54x4TPp/l+vwzm76gS/rn/CJiv709B/fLn5O7gPKAAAA+VBmiAvwHn5w0vExP34c83WGbY/3r14b8ninTh6RP/gv6ZueS6+VxliI/5ZN8v7++73+GeHsrw247p68N+MtGXPhkPl89wiu//J5sBt5ra5PDnjmagu7b4f/l6Ee5f/cK4e7H5rqq6L/8El29wvPUZo1F/+J1fzZ83Hpf8OS21r5fb/Bd3OUNtM/grw55u2bJRv15Ke/wrbWTDosVQi0Mkbv+/vvBZWSGbJqPPa8X699OHqZ8Gniba5e/L9/ruV4IqonuQWus+DDSY6lDKHE6/nrSj2n/5Zc6euDDJ/h2meP8PfS/65b7vw13Y1h9cvtBhfx689VSQy/8nnt8g5OJh2XyBt56+e8iIpfV9wYeSF3qw+wg6iRwz8pH+uGX7/WvcnMzX5cl7L/rl3JfW/rfDW71/JbYOC+/4JLvwSeTPn9z5/hfc0c6j98PZheyrrBDd+LL9/34Sk9dX/FaBn++/z1DT3/+6b6L9V2evvmj8vd/hW+PcuAxpoy+kOy/L6/l3uDYv1+evsMriv/nrjVE6yYQ8slnfeCO+XMPw9veka38/vXyhk4JFp5Z+a7tUX36wzc2Qr0zEOR/CiFKBZ/8NZLurrPD34rLPaapA4X2C3GqfNnq8nhJ7mItLBPEP3fevwzkvX2a8QjevPUbSdhb5i/+5/QyyecfDV5XimzBt4Vy/yiSSlgrX/gjzN4L8Jbqe9V+XaqvE9VpNyPrBBrVdzBnuvHqeTw15WMIJNk+7//Dc8UtSDpeff/rBXnt8y1NMGvghyYvl+a925fXfJNla8Ia11UnzT+5fdV/gg597n69e4dnLXzX/Vg/F+X7uDv33d+am+BL8nSdeF953qx/jE+t/y/f74zlme/AgeCO+sqL+UT2CSm/HbyCt9y9+CTmpl+CO98oNu/wVy/qNVZRZLnFXvWonzVWohd5fNYOvDfmlGEo1DC/1/yXP/5Zv29828y5/BPe+tcPzb3l9a6NlYwbeusvpe4qu+2bF5tWt9YSpbveI960gdl9+6Cd37w3J+TyzSJLJ4Ia0+vwR93y/BJzrL03m1qDjwScmei/BDj3eCy/f9ePul8ZXd15yJF7lSzhL5i432DfwQ31cGXe+f2/s3P5/BLLz/1WFBt4JOWJsjll/+g5vK1doar83rL8MSjK6e5WuaTf/yXtX4It7WF+Cjd516td+Gp6/LD+AYvrfCfLmXMG3uskX++Xve+S12yeG899QU+Z//n5fPbX8uf8vr+Tonfha+lEucpz8v+TwvpXutfMHjRlmDfz1GhKn/9yf/P7D1uagpeX1IKy+/73fL9XvXnrCBce/5PeOs+i/78B5QAAAEtUGaQC/AfHoNVXgk5e+Vesr8Rw1Rvk68FvlzJ+vy27/mzevwQ83K72vsEm51F1vXBJKH7DVgDXxWP5ZMv78NZdupK5FvrtwnWNr8v+G+K6/hvi15M+d95+HwxfI4X/wz1K9fjdPL/9Bfu4/993qbt//l8mPwnmlzL6XWC6SP3ac/XX4ezZKWTxcLajH20/HwIv4X/+esqZBeH/wX1f2a6+W7UGvgtmr433cfBJy+6i+r+I1pcv+CGBrvvt+Xqq83d156lun9eHN7S0p79F/urPXI9/Agl/q8N8IJoKLkr5gjCTwreW+eoRdfR5qOi/f4ZkluuRcx/15u0/wxuPvRfTz6YWeRqdSv6/BT5syflvmAEPyZ8/l83fgvj3fzZXxje3tfJq2n8GEi/8KKQodtr5ZNwxvOl1/hmnuuGF+qffsp17cG/kJK+T/PXwszX0X3/PU5Kp5/8FZXvLzPW545N+cjsI/HX/8OarVqeHOyjwlXA9eIzN13Rf/qvBhPZO3L3nGCSOSvk89n3DTPn+cqjRNzdz7/Bp4avnep3h2K1//grqv3NpELV7Pyke8xfr8Nx9fx/yUOHd+CTkxYpi/XlrL8EO2ncJfRS4Y9gz8UTbTk3+Xyf6316n1krX34Zl1HrK2ZV/wvzuXjcqDObhJ7+DfILCfeq14JqHe0Jw5V7veDYv+uGtat/Nphovnr8gu5+vfEsPz19MPL1Hl/vy2r/givfh+fh9Z3HH/haUlvaXX3pJI8j9o/COpHT/81VX8njtAdF/9a95u+BC9db9QlSJt9yW/WC/Jff4re+J5fn9C258MLjPrwSby/UHfgkn6arX7v1XrG/BDXe4+Sf6rwQ3vr89fIpD6zEevJP/L++xQJLVPreThuK51Fh5i0YO9+G+fMXLY7J4OPDc3jP4gBbPwSNfb8NpFN68viv4L4wy+9Kvhlmn/xF93v+XP9+P5mOeOVfXgt3vquqfbz+HKp65+34NPFQ462/Hl8v9PhX2jRvdXLEfPP/wUbrP9IzfmtLovvrkq/fWCe7tVxcwvwR5unnFFeXTX8N3tYvnLjE714nd4/TvXWcqluYW+DXyEuWVy/+oJObE+ryX1T31MD8VXeXP4rpvjC/w0UpcY9iZkHYylx8xjl/+g5cvuugy/+X1/KTDr7fgkncaLtvLXqCGGnvtXvx3gb+W8+298E8i/y5qTz5h58Ofln8EcPm0f8X4bvflG/6OR5nJKteE598nk98jq78N8+JL84VNeDn3E/WvBHeN1csv/2Lxpfel8RWt335yqbCLfy/95SS7/BJTMiy4LwRakz78mGWW/wSYyy3BB36zpvN4ZeN4bpXuPOMx0XrkJi+l1YWhQadTK9yMg+T7g3L+qtgsu+Fvvh7S/0hf78NdTYvqaP8NU9bv5Xkm/JrX5N7cvq/qwMvoOdROBjeEVN14Pay8Mz319Kd5hYGi5PL+v5fe7SBfe/lx4+g/681734aze2sM6b/XeDDw4D2TMX4fs/lCvz2YScLj/vwSRv37hF/6wt5clbr5ay8k34Z8mYSlnIk/l++sLyYmovMvrFXQ/g58NbSrlaz7/W/PWZ47r+fz18fSGu5PBLd8RzsQHpAAAE6UGaYC/AefgkDWO0vUvm8uLwSc08Fl8nfn83J/wR33g1vhrl9ZRcoVVj5+vcGHhkZD5qv1mHjRl/74NPC3PPMph2jscO13kfNv1isv+uCnzZe+FVdMP11a+i5g09vc9T1jDP/4Zn+6oUTNcQmSHyeWkSX8M6uTDtHMluX/82tIG3hnmXVVEGtgp/8NZI6nE57Ddk+X1fyT//PX4T2Mu7kvz18w3P789fwh4p//FdjeWOIe/XghtPwfhnLjt7g68v+DXzTXei+teGtzY7XYS3J/flxd/wrntLbvM0gehukNv/gmyIF0p95b+g1u7SlmeP789z8wbGGbafBHSvMknnrwxJ49eeo+k+Psvl+v4NfBf03qvMMmqQjjI0F4b3usPOJAv/hErjUn3fdV5CcX+CHhf6dV65WX2quw5Vdfw+LYf+C/VLeqxrFlc+nB/8J1LReldL7Dl31eamQTDjsMwHHhfy5Fesb7+Uv6/J4m7+SlF/3w1PKQtYerrL4Ia1JwHal1hmpsq746+fKbfsoe98HPhwheE3szu/Kmauvcn/xWX01yovhnda+Efirj/BFe/Uvh/LmuQ+X/rnmRF/xfLFajkr+XTei/f0bu2DfyT5/gty56b4fghlzxfkrvXv+epblLSmiAiWWTz4Mnd4e9eCPy5l+C/yxl/BzIib5PBF3eL8utQcP7DWb6+Vad9vWwQ1NWL9fmrWvNT3+sqXuEd7k/L35k8ZpvItqlfMsjwbe61J34ey55/aWsUb7ySNTImTyU9z+C3Wsv2QdeFr3y11xzv/givTxfnr+BM3dy9+XmxOtcmTeX73UE88Pq1evJ5Wv3nXqXyUr/m3dwb+WXunRf18Emtfn6wW9cEUl/LL9a4KZ/ayZ7lxsv7Xrhr1BTe5+vU8e9UX8onwx40Jxz5/c0F/4Z5/XD8v1+/BPaaS6jnYZf1VsFEXy9ZPF+WJf4Ni/fuGJUazeCDuHi52dyNe8eRmQ3HJ9dLXghvfKy/69eC/zMLSr7HD63/8NayZllJIiXY+X9/PX7MaT/8njWPk5c/DWtVxri7/9yf35Juz4N/Je1XutPL/0p6+GLf/+evpHnIjl9X8L7Zw75JVtQ/XfXha8j0yvYv9yrr6W+CPDLsfD9YJvcv/3vcG/l6qvF0rXVZfrW/wzd9fh5f7OGmzrawzqf6/dzC1/wvLBr5eseKzfn89RwFL1/5rzxcHnqdKWuCXu771fhrxdVNv/wtTqsm7fPWS7W+CmbrrfdNtwQvr9kz/l9f/11Xgju+5B56KwRf6/L/06JV+CG99X565u/vwW3mLeOsqg189fzdZf38EMLJE/HPw3kbKoVNMrP683E2L8EVwh9Hxn4IJP9pb2lMof+vUI1u7ZP73v7WC/DNdLUkpAov/BPmlmp+p+4Ir7UX4J+qxf+a3wYRniV5s8mdiF6T6E5DM8+4V7VrGvNtzGpZTR7fg19Zvz1+o/NUzeGepfsfOrlXMOfCuTdOVtZ3kP/m89fIiozprwSZcl5Ra+zT+VMv+Es2YVafXcHnvkG3+CGnvK37hqLryx963X96eNlhZJZn4Qx9L76pvsw6G2sZS0LPKD8nhznabe+rEM1OBwN/BHJn8UvUO+H6BI5NpIvHtwpK4zNmzI7Xnr4ZaKmI8nuT0ojxE9KLeWUv1+Gc319p99MB6QAAABP5BmoAvwHp5g0t6L+/hyXn2br9ih+XFl/1pWX78e5PfC/jRf8X/Q4t+m0tiH34b49XayRKPz/z1zogk/16L/7mn+q8XJ/Lv8OcOA+8vAkfntf9Wg28l9/hueXwzZHBF9eevkrOWDqkfPTL9d2Uvvfghy4/X5L5uvLNjRM/nr/HsNd61l/vwS4IXuFZ/ba8P1yg389fuY+GNv0t8O8Yp3nh1U4ocwvjlS8s/ufP+ew8rkQ2968t3/m83fhecjVd3X+ENBm2X39SQwti/L79WJ5vy7+S0ksvltNYNvJPmqL+vR6+b8fMXvQIt74fk8X+COXJ8dz9cPzXx7R+EupiN7Xw3eWlcP8OQmHrq7L/vr78OT41N10yb78EfH/fQd+eqd1Iizrl89ZVoyJH5f/f8+EfDdO+Uf+HMmz4ufSG/S6za1+G+Rk24flJM0sJMHPltkz+GtTdq3YY174bukFE9+66vwvyQzHKXfz1Kn8M+eEU8CIA9m39F99SS5Y68NVvd8wenD5Rr42YuOKPdlt9mp8/18Dc3z6oPi/2uetuH9p++nJu8nhvV3WGd9v14bz4l18wlL6X0bd3l/v/z4qDaUcl+Dvz7YdbkYI//Vh9dV4jtNbn0nmvfL6+mesbDg3r/8K7VI7sVWn27/80Vt+3BFrWD8F0meML9r8LaN+7KXyMTJ/nKvhhOl8Gnhoi5NWGV2fyL6DncvX2KepU/gnmQVn2laZdYje8T/8nUnXnr5AuZ/f2EarlZ1em699Sf56x5MtNGf+evz2HnOisGnkOiPeTwQmy95WX3p1/PUJfDP2frz9fmyYk/csOvF+X4l+X/fDWq8vlCsNQxeDzwU9N1rivYMv/vXhmpI6/N5VaL6X+X+y8FusDNyJVs/NrVF+39cvUsu9+evmCeE/HLQdeJ3ushP8P0p2SsO/MN++vhu3/ui/7qrEr+ieK/hLk9qt+W+bvwSbz5lBp5tFG6LwRcrHq83JKy/2uCLbfBN4vy8rG69ap6WeuGVv/14I7vufnrjDVg34NfC2ldX1qff5f789fjCBirfhym+s+T0hzYf4JJPr2X+3w7JnTlg97Sj//+Tyxj35f9Kid0l7vskvf8Ob2ovx9PcEtv4qCTuHV6t6/BdWTFl/ufgwln73y/sj1Q34gbF/d1CWRTT4h79XJPLn0uUi+Cjd4r+rL+/QJJ1/X4bz5rwxw+/qDbwlvaTP5t+CHu7l+G7u9cJOP3H9+75f8NavUiOPyfy/72Xz5L7/TjGd9eaT3sv+/T+xU/8T+vPwjYTdm/Bz4Zh720M1+CZ9qnBrrwS5ocI+x+F+79V4qT13nVfPXzqx2a/w5dJz2vvLY6+Zfv8Lb35riyTOHo/k1BBIaNTeTSzd8Z4zSom4ZivRNVWwbeL3kUvuvLSf+97jy/Ju4IYMnw7/VIINvBJnJzlMQS1w3nbr4wV9UGGv4d5s5sVV3PjUuPRfDNzfXzrcbLL56op03/X2G9Zuspxkltx8v/eSED5n14vH+3q7cvrvucfPmy/94K73mh931+bi9rfBP47JzZ+UvTC1ZJReXatyIj34NfBAWTN7932HmsqWn9mJH1uomL97uVfiK3Cgrv/5Krk85V+a50vw/4UWUlauvu1TwSdOHnKRyfBlImbH4zfhmWnVXadzyf/Bhe3knwwGNU9w26i/8E1aW56Pll+6qwqR2/Jl1opf4BPIAAAAVpQZqgL8B8+Gw1thuSwvtzDJ/89Ybv31+y+T9hfu906/MtJP5PLhXrnrhmdqcOJUqL5OzN6+wv2jFuWC/KOKt0Rff8M+TqEfv5n+DTz1mLyx9eKymTy1rXgk8Q/7L/6lvLf4Z5pKH5df/+67VfZbl3+STN/hy7+vmItPSLfPX8NyxXoyF9XrWL8tOnRfqvDOtfQ+dj4SeCr/L/d0GOax3w0v19HAnbvq+FL794Lc2+4rr8sn4NC/9YWzc0u1N+ko7KErSc156+fZ0oyE35tb/BVc/tmhnd+Z+8//nrmmNIvsv+lgmlSl3P9tz8V0nnhvxOXNZV78F1prutxL/0u/aBFd8jj8MXrfbl8PXT6KX4cHZf68N3vMn+HpZv8F202ncxDufnr7WHO4+C6usuDUvzH5bwjfmvBbm78sX3Hz8J7fuMtGy+/eCPN9/wSXe+X5vDTwNi+/0a9XZf+8WXj3bY34LiWlTGafyp/ZstcnkzzfrXCvLVbl7+cdDSR///hvV6/x3pf68Jcn3P/4ms3ql/N21l9/cEvPfqvZf3XC3KPPda+Qbhh3eDbwRR2T+1+E97rW/BeW93tMl8aS+mQX+Qlba8V3c8vZf/UElZPcX1hrptqcQw1JL/+GZuuTi9oF9TT/6L/65fV21DdY7TX8O3r4Oe1mji/65dxevEb35dBqX69wQ5f6/XV+eofnS8o178Jcq9K99mzLzL/LJ05/JLO/4c3uvD0kfrz1+NXOi/X4/dZZNL1GFByX13dX/fFchf+8M1X2QytHMcubXy+HPDM9S8Nzi/8Ee84L9cq9Yvw5e9Xtr4N/PKnhWI57w1OAvvtpE8E3UvM/+/BJfN2ZfdfBNrJ59zpIX/3g497lU/wR5vxy/DkvfXGe/Zf36DXP6+pH8vqrtgwrLy5e6/OLkHXA5+It22Oq356mZmf9F+/wl55Pag38N921Du4fnL9N+ev8e8vDNb3KumzfkL/9BPWNLZ3l+18RXLMV+b1/Bv568b7hl1b6wxljDvp8nizLJpODRn6f0ucry9tV5uO5f3l/89U1mn8v+1ml29+aMpH/uS/8kPjk7bKu8J09S7waeHNTM6/8Pf0X/fE5M9N5f27aCc286MS5/BDe1Y/Bb5eul36xS6gu3Va1+H4bksiXikNw2lifsv+uuWX/SwnW3m3l/vz1CLzr//Dkv7DDszK9PBt4Lu2t74a6cFdtvdv40ylXn9plXn14qfuf61y//U3rll/6wUXfuct1B177uy/p7iqyZ5+Qv/bQa7ZqKS14Yny/wV8YT9dT/L9gV/KCTtrFXkl/Bx5t7y/X2Cvjffm93mqXuXi/4VxD+2tTVBFrBp/8v/WCPc23hfssma8Nkh2h1NFgV/Xgilb5X5tqb/DdqTWOvjM7uTbI9cE1X8ODLbQa+eqOO0/fq0nhialLarsJcnJf96n+l1rh+EuT8nf5pMX+C7WpfRcvwQ3fi/E4r33+TxosPw1Pu0v5NGz69rC0vEv9ZvQA+F6TzBt569GHWYX/DdU9exkr/973fiPDUgXfk89ZkU8fXlqu1rhrWby+cfzb8Jbu+7rwV5M5edffDcipfhnPmzIbI+Pwarmybv+Ccp48v8FeGiWnq2gpr+Xy18E/Dj2xswb3Na2CXLWlx6rKi/v5JOXp3L7SXYZvbNsoZfThL7YDbPf14Z5fr7k+Rb4U8uVemWMn3J1yPJPF83W6/gm7uf+0Gxfpq2wznxrX4ct5O/+FZ7Pi586uS//w1ahuXCmdKsb8kf35N3/WDL+/k3Lbe9z18tR8r2GvhXm5srVTq5Y/9xGtbu/wRTckvL8MSZ5M1h77+/DOOsn0ghD7fr5/+A9IAAAAwcQZrAL8B7eFw1mbmfVeHuV5F9Akk9Vw/Dnd1w+tvfLpPNz/89fyhIMJasnnrj+/0X3+gQ8Pe9QdeG+5/hlhNT37vr8mRui/+ps3yeCTWrvz1/hpgNF/vwrmYJbLazymB52Pwb+CXJmT9681a5f38L2nvNLWCX6fH+usEkv8vy5HtPJ/BRfe9cvwRSf5SesEr3w5j9Ovw5FzVQaX4IZc0qg3L67eGsIeRm19GZ5zW37n6/huKZPLfDcyBw43D/hsQ2SmpPl++lBHOb3aXwUS5e+uV+HJs6/PZ6sevDOZjX3xl8g8fknrIZD1sPNfIX/6r1+UX/f/BDpyxg/ccX71fkkDZ5NBrd7mHVu8OQXJP+euHav/N4ZLlx1w9ZtfiC/30CcyrqvyN+FiyDz/P1xtP/+Nq8dpC1k/91SV3o15ZwuZri5Co7syabjg38/KQ06ylQ9Dzf0iOF66k93vfgwLjtF9Lz9Ts0irf8P+e1UNfjfKL8hU1b+fXw5F7Xs5Q98L13M/WyfDTKDuHFpBmL4/8LefD3ym/CHFuTkv/w1tx6Mg4R6FZ3/8v9eC6E+R/FXSc/PdBM//7iOG7+90wxc0uwDXw7y7e/PVX4Yvp/+GMOc3yEVnhS/HnAxPWxH+vDta0jSl8OOk9S/MXOUZP43n+SvWTE1yoe+UyQIXIX78P1XaVhGJXUtqNs3pHEWnDJSirzfX2CO9t8vwR6nlSwrz19sEvpGob8vQaxnH7+ZRnY+HLkI3X0bDU3WP+Fc12sy519x8ogx2AfC9csztcGfX2l3g/IDpfr8GFzKd73X52ES2BLw1R5S/IPjPKCRXov/qFt7lOsZXUO3H7BeYLTFXBt4VzxLvW+x+5y8+y/+4X6TYvX2H/9U9s7EJXV+a1p/DcLKD7J4zMwm6d9/hadbtw342+yHdkf4Z9H/z1x4fVlJaP39hWUlka7fXjdiTPhySu14MJ/uYrWp0U+kfaOWJVP+GrLd0wPIFc7v/hu+2uH5Hluv/DelCi0L9wvI9Nfwt5ZE3NI1r5USaeUok1D8N10UUPXq9Esr/8K1XmRX1hp3hhvVn7A+cT14Zu+z64yV/hWiaarfqG0v78N2r6P/C8vb2118gfMOO6gJvaHd7OBv4L7nOc2cU84Rm//BdZJGJahHXioWW98Fe5uQVOtfdt2l04p64IPE6H/m/l+lCHj4/4cqfCVtf7A8PLm69w3d3qtNM8g6vNb3Jfm43T+HLiVi6w2tFLcP9KHeTl7u2juYZLf2e/GffbpOz/rFrfDPH6a+b1TGvnrNSoAIW5ep+4kYz8NdTQzVnNT/hmuOpViB687TOKG9v3BBfDj11rrU6KfkQf/h6X95Ix6rN1j2v8Ghf/k/DF3j1WjrXFKtmmSGZKy/+4MO5JD6/aVSQTDS32GmyZr2/P4re/HCw/BTe1ffQ8b1+es84eW7sXAr+Jd1q4bvev9vJSn/h/WZS9vu/CdkpWSf/FzOh77jiL/hq965Jls3Un/hwgv4vyeR/3q6ov1+Gy6l67h9PQq5JyjvwS1zoXeq34LMn1L+O0IMuSwUt8FWb7M4YocZ/Bl/+g5w97TKbZt8GvhmS2XqR70Oa2IOX+vCulfP7umGdz+t8PxGi73fhx7KG8/9iEb4PpmcSZv8OY60q5uHoHctCX+X+9w7kbvU4cee8rexPjo2lhDxxyWVj+DDRklvNpuxef4I31fL0C34dy/OWrvVfmurfacovr+DCTwppny3WCPz0v68Nz53Tl1BEW5wqdHfwYVram9fmStBrlofwQbu8aTFzFiuN04/PyrR/C17o8zHXw7SmwcIKfDksQt5+L81oYqVsO9cOZmXuBl6h8+X/Bhlk/mplVKEW/PDs8hDnfxvLndJ77xw/w7xMOy0Bp1IsYBS+T+G4Qeev9fmqN2Pl9fwxlMmK8OOXgazklUg0fg18bFZ2Sy+CLNOM68Pe9RnuTrZ4f6C3t3vb+R5E2Cae+FsODRflaUX+Al9Z2dfT+F88fD3tj+RZb+G5rvyzBYI3CuvVCfsTQvgk8uum8OZxM8vKMjd4eliW3DEn3wW7ZGxLfB+G5pba+cSOMkQPnL7/hnkyuS2/Xgg0HRcxVrjvtaXvHccMOXdnC//CvbesklVjR9L7tImwofwQTxubVpiHF3+vcf/4NPJhN72+X+vIS7/chf+kz8P0SwneXn8NF5ZP+6GSLfwrZZu+vvCNLfvQ/gmoit1Ugd3fhju+2szSKs7f+F+Tc26krjNX/gg201yeeeXTCwT5J+SJ57D1JaaWcX5/f1W/ccHe+Hc9mv7njn6J37Ph3rwa+Gp8vX8Pwjj+Gt43kpnOQvlGgT6J28v6S426/GGRNy3Xxpl+mGh3OS5bDZjMu/Pi/jwefDS/NPrBfG1Zn5/Ysw+z1/y+/0F5B60QNSbOo1yQPXkff4Z59rLW/Dd//4Z4zlrlVh5nxiSURil6Ja4Wre583fu2M6fDPNdfJdDJur+HsdweTti2ftdJSi5SzOL5fe/D2Flfm3cPuDVK4fHp1Glr08Fc/l8K2jq5Hm1vX6VjQl45FW3gw61uXM6Q78Iv7s/D9qTpn/w3Pj6/DGj/2NvaXdzRne+OPhk1P3KHl/ryZP/DdpzMaw5c8am7Emiih25yqWWeDVfQf8daD5Ub58kU6n9OhXDaaB2tqHPRf6fBX3ccq+7e4+GaVPq1c9b3yF/gvmH6PbaeXyIyGlIceX6vwrNFfRL3uoTu47xZpd6r5f/UFmOr8d223lucYrwtPLqpL+/nCD3p/nmF/DtKodu+C/dqELpdoa5wqGu56B3LwZfeNuK9aWpfvPo8ylMfH/zsF2EWyeL/BFTHzLsrr8NyX1hqajN6x+PogwV+X+uwvd3Ld7rsWaw+vi0i+P4zZC+71Y+7/hvqHdQtQxyfy/64W80i031/u5zWDTz4PDScx/z1+gS6Gw+YTl+/LBFny8X5Z53/G+WTnK/J2aoe75l30DSSW/hmxfCvT+HUNLmnj/14Vzwx/JH+++e0u8Kx9fLuLq5DUtfSzrP/wYSp2tqu6YdxmZYNTTl/rcF06fd3+3suG7zZU6wZRJvDksRIi/NWvDmemsk5j//DdKydZ+cF0/Rfr8K1Xk3UMzN/HX+0LZpy/343n98KrLdz/9Sn8kPRff8OTsk3WcUMict4NPC+4adK95+dv4bk1qREfDulSy4Zdz3vX+ium/h6iD733hubWWi20N3+LyPJodn19+oftZkOd73wnD8J361SHsEW/hnSnyvjqf/4Zu1qy+n68NeeTvCXz7/4V3Xdx3zP5oDDyp/Ct98m1cNnV2vl/9oM13WwGBlFh//C+fF293wzdJ1jYWFF324c+Gb7Oaqz9srB84fXhbpHdpDbQvnCWEzr8OVVKxDKUE0hxLUPxfK//DHmbu6+P1bKhtbL4MJ4m/JT9kSnCSk1/8P9pqdHDtTxRmLvIo2ETzBaX5PwVRDxL9drP7Qa+CTcsl2UvxvjPbaGd28Vx7mE7HZgmHUVC4GbRA0r5eetw/Ccfy/64cy5esYEPfCdOGksheHJFn+huXh2j7Mg80pwn8J8/k9Q374f5tk6bPqtYpVji7zy8wWl97XJEfSp+oL8zFjVn9Der+24HEz+G809Zh8oIpnW5bmF76wQ1a/D4L/N+MUhPkdtsx6X/vDEINn/qeP851hwj/4Z2n4YevfV//rl+GJ/8zHDHnahmcxtwkWbhyX/rBBKfWSyqnIzuvqfVwulnJkBEPJStwbrfDPdJfRcbsOdaDYv++HCZ/U8s38vhopG71j+P8v2l4IfCjxE90SUpf/oEBcu3Pl8VnU6LDjnwgeTEpDrc2Ga2rCWbpYxT8v9viu73NrpfCst/DTxPqGPRV/v5Q91dzuDyY+XuSKYHjBF0q+yGpZPBR8pBNyVbcu5eG61XLIs8/Br56qHRLXtn/wzyPrkH4I/ye4fRWefh6XIQ9LYFNBUgg1O/fvBY+WmvKtl+tcK612T4TTX/4bw6zx+lQBqQRh+uEllp4QaOf/DPClM6/wzc85lhr56/XZt+C3OvhNiD/qL9/h2ifiTz31++r0P8NZEVV9MoenWl/pcORpvvwSBSeQYvb/42G3KX6e/+Gr6vJp7Ahusm8Efj7c0LSl/f2Qv4D0gAAA6FBmuAvwHmvsOBqNa2SX+FkaD99zST3/wX8ZZc201pAh88t//hrhHktfl2G83fLW+X97ta3+DDhPrl529S/MGvfmzFVyeGebKm1Zw38v/ahy4lg+UX7hvlm/Fr+ey1Nf4NVyYIvCK7lX5d7SfyAl6ru+H4TjFf73XuVnbov/3Xgwx7uVg+6tcOe8/hzPl1Dcv0ybQS2H/PXzPj9J/+Xu/z2J0ZNHoF/6g08EOLvzleCOtL356/DOaSAzfgjyx8K82bKy/1esZIX/qz1/DS/OEvLm70QOvNS3flz/Xgolwuvy5meF5s7F34JNkpfNl+9ctuLv38u9/ju780n3XheT8tPr89TL8v9/v8GGdaXzXr5BDjEWX6/PU6ue627B298OXP2vUa/6Y7LpbKX/3JnvXl1ql1hqvdZ/LP/gv1Iv825fh2Kf4L4Z3tKfNr9/YKM72vVcK8E2T5pLb6i+/vBr4agm9+eXrwi8npfZN2q8E9rWGKLyl8mZ/8EVdph8LS99y3qqkGy7R+i/v66/NMnIvRff8M8e4zqhfH1YXoX8048Vj+G76qOzXpey/X4Jin/PKnig1L9P4KsmfCbyn7uF3Rf/oxMufvtqvDVzt8LhP/q1P0vUFHk3Lmt94Ic0PCBO89ZQkGpUuRMqJiaW+FqwrpL8/UzEcauv660V4NfBHccrdz4q92W4j2ST5C/9cBB+euXSo/E+HJzb6xlookzTzh9JiX91wzw02Xa6iPb/8RJ98zYED3JnT1wYZLyZ18mkxrRf78M1LL0gnmZZr8CP4YmYqtaufDsuZFRvXgi3tRZf/nBDP/6D0v9PvqSvwz3P4WH3cv/91rXgl1apmjKvr7BBi5s5vGapzLzGxPoV+CYZI6fghkvsPhbdVN2fUCP2z36xjg1YzbRBfXD8Nb1WmV0f3vnr6dJTe7t7L/9LL6g4L/4kSCKYlh/OTS+Yt57fhqQpew9yhy4PS/XeN4pi/Jhffu6+YzDGjL56+OhSfjhzRfX9kEv5S/+oJLn73UCN65Zf68fJ/GPdazL1BLUl2qjzPOkCFajb3eFa/aJ7y+DGCIVsPzF+Ul3BDFbny+KGDcv6vYLd3mtVxwI8FPd5skt98oPl15f18JlTfSSDSg/X4cI9528eueRd4/woru/Jay/14Lbivzb1T+wvNvuX6/Di/Z/lw0914K+4hy7UfX0/SeCPqZL0CD5p85y/X7w7H5fb3UM82X+HaP/4JLTXUB5QAAAA8tBmwAvwHoX93U4a2Hlq7f57nzB6Q2vwSa0oq89SvyO9++I/W+CHzZ0V56+3h5cz8NcEX7lr+3mHQaeevythiX7XkvMWvwWbyM7vlj5h+Tu2vPVmnPD/nqYKgh/+f/wvWXLv6/zVLJ+GfJcVcq/vr89fYoyXFr/gltjzg6xdQv4fPMLn0o/xrPv6FXtHfk8GvhnAibqe8IJbn2fPhK0Mf+G4v19nILqvBLjy+a+/DMV3t9M8LXwR29Yvw3NH1/BP47X3oPgjmc/Ui1wXUr6Seq8F27vk+L9cq8EXc/1XufP8Ee5meKDrw3m/3CJhhfy/0uG4hyCy5bUiKbMbQ+OEhpleaX3b+C/k9V9Tr5tIrm5kq8Oc2+wxkT/+G41vuSsDyAw/H+i//Z8X9BByiByvs3hVZIv1Vpgi4v78mMjJ/nKscRB0zY30/wREnyduXu/GmhpIhfq3uvPXDuT+vDm5265Tx8+/FefEW53fPVMT38GvhzFfl+Z8PRbZ+GIQfu3v8i6m2E3gX+R+oXk38a758ichYlrwYSHD381r8aTf9W/H5Y+ZktXr164fnr+MwN714Z1WA6k5NnP+/XKDryXv+fX7Ut/E+TW+Mq/BBXUf977nF18gbOMzaX356AQC/r561h5f08vhrpLrOMu1fyeTxXL/v/gs551VUUa/UX/1DnV184fIPEzBr4MOqxD9fDsVt+LL/9V4ZvgS/dF8qc4sSIEby1rB/4JI9p/w+Xefov/eXu5vJu0/w5J+vhu9aUFytebe4Py/X4WibS3Kw1UtfDaxfXhqpM1vPvvwW5b31cm8VWTOqg38El94PwxVe64stZDWVICTZET+i8t34Ia64fvV68M58XVzPDC1n7XWfF+Cb4e/yyenB556+HY/YFMv/uE/IuWn+/NK/UN6rXDj78ngqyTa3f5vrL6XuE+MU+Xov+/LuGeTK+bZg/XgnvP9axV4JMrHUG3gi3vr9ZV4Z0b1DaSe0PIzllIDf5L3vy3y6bwSW74IOvBD5cin8Euf82VlN5L1r11Bz4IZv+nfqcq+cEmVz8nkJDvBFovtfRMj9eXq/xVd5WNF/fwtx4hfNZdWNTerwdPXViQv9+6Ru+I8nKbWt/W+CG7+78aDfw3VPXDLYM3CdsHgwb4JOpNitfYJJ+TeKlvhPl3e4NvBhCLc+9yIjJ/lBarIn4Lqe735U83DN72Vm368mb8v0ldgw0oWV1WY+Jfs14ne7vk8IV3L7Xm8nhKTrqeRl8HJf9cNeOSGb8c90sT1wrya1F+Su0i/756xunl1cB5QAAACBFBmyAvwHqX/vKGrk9y/v4JLTVek8MY0vnd2bYfv1ey+Srbyl/+w54Q3+S8OSxzIjDsy/90CjoXu96pfYLuOSd3mSDbzZI0q+xeRroHPpcs7K6wQ09qqL9W+CSu7BeGcnp5fhnT9+Geb18syj/L/fhTVq9TUPb5ErF9n4W3bvZ1Wp0DU/l/9QSdJIqflmJclCP8dmYz4/n/0HtW1j9F0p28oZjfDkWI3l/7wSadXQbdAluX0jLL1fX7l/l9cvd7/q79YPwSVp4R+4v/ie7u+i/656+EPhN5Q/8VSXaa15bd/xN9ptf6wfivF8m/gh5M5X4Vy49vfBbjxJ/BqvcIeXvPq/w1MvtrD1a//DW9DYpcBsX/sv7+ez/H/fBXWsuX3vavBFif3LL/9m8v+C3NK71fvEy/X0CTu7Qd+C7WqZ+GnvU3u1qYvte/4MIY835fe6+UfLL+by+9cX2jR3eubvzT891+Up5eDfxBHa+bSeYvGck/oxsezzeI2aq778MlSmuvnqQ0VL1vgqvqsPe+qikQb+esr1/XnqVYO9xziYbRfHy/2uHLv5WJ4flxtDJqxlu+eo8WSZFbe2EJUQbRe6FrwrbmnD277zwVlGJ//z1DXnBf/L6/hWjXMvGbG3yGo/PVQXw3n+v2kc4P56+HFqNgZIFl4MKe81NIyBUgPr/w1xntZk5oujlF69T5vgi8b97Aw9F/C295yL6+yNpwl/De9mvsc3L/li/Bp4cl3r8oOk8vt/hXN9u+L6u6mvPX1ITj4YZf68K6yaoT6T1wSfWwj/L9fhyurpyQetyMl1oLf8EfUn7L/7h7tm52bSHztXyveOg3fDfGSLqOmNFt/9+sw+CiRRMx3Sgy+t+CLCGyObi/C2o2EzjNMa+Gokf/nqZ/JX/gi8tMPwSzneW5Naj1Xgmu+u8EG3hqMLT/gVEdOH5NPovruoKO6WT2C8L1rPJ5Xuf3IhaDfgivfGb+9dUvX4b5Nr+YbDvf/PUMpcTSZ7/y/ruCjbuEGX7vxNNz5tRhf4reEP8GzvXgk4l/X5ary/9YYsOok+pC/0s5Mb/4f7iskfvTWa5neDXwX5QzVtf/hh0/157zF8mfL+tYZy5cjQEnvPzl/nEw+a59/hmxtSWvuuJJU/69+Gt7wY31q3/BDWO+2V4IudMvgrw5mzXZjvtpCLJypeGOpLqt5Vmchf/hjNLDL3arw/nySyyXAxfPUgk6aU/+/Dfl6/uNvH4azlK9+GrU7g8DX3vP34W7uhFZaa2U15o/+8//h+a/cNOr0b4OEPP2hkyluHrxrwYb3VTbqiGHgQ+gRF/8Kzx93r+UL44Vvw1pTG4sysOJkmX4Ptd4b2V1wxL7PT9+G9W7n7kLoa0Ev5uf5f31Ct33Lg1XasQ28hw/pzat3+CishLlXOpqDfxe8+ZkBt+WlhHbL/04WkzNxiR8/r507mM/Hb3OuVnmzXL9/h2lO8Tvn7uf+H7Hh3Cbg18O5Zb6866wg1U/rxt76l/mj5ZL5V6MxvRf9cId3b3zR3rgvklP33fY8PXD/4Jd6u7itsv+uFufxKoivLhLTnDxTGe5f+8bfdra54Lyau4zO+nuoINZMClfGojw9puzGRl10KMyyBKqX36wX5v7I2Phpa//wRXr8PwRTE9JoNfBXL3Knrm4buFs79+fL6s7svy74L7z7e9alNMW/4R05Nd7J+38Mc2dzH4pvs0ZQYbf58M+eJA8S9eF9VD+8Hk/xUjDDnBE2MJPU8y/zuFa5pt3OKwcK9cXW9MwjwHZfXvwX0o57x9I1/jJ9VL6/hvqT/NsQzFyf0u89fXDFPAaeHM3trNWHYsx68K3HxC+ccMlCXta5rwoy/+eoTv5fgi3gYFdVr8MysXai/Ioqyh71w1JJKX5gN/N3jzeDfXjakIyxutyna1khf1o7yFslh9+034bpvBC+jjN/mmXPhm9qv5SymfmPJ4bnX6yCgyUNuV+vBf5cuPaZRY2+dvF8eblV9LfBXfCLo5PvJGF+Fo6ttjv/4ilD0n3YuXMGvl1aIz89YeR+dmRf4MJ/9Sfv6kBmY1L9fYLuGOX3Ize4XhXCrV20KU4peuVM+nF/4LbnDF+Oe8Z+TSlo/Vy/BJCT4m08M/BRY52U5gtGYzWX9fWD8F3lzar0HHh+unTPqwdaSjxV6O/D+17hi773Li/eW/kqMsuSsLebVY8z9QwS2OjTLPVoeDnrw55OYY4a2T/4L8m3L3uxzoQzctuYNnn8L3mzmSuv4dk638M3X7hyXiHZj68K10blyeuE4PKFp9IFzg6GO9Xnrwn33Uw5LWX/3fNf4eySvd+7zgzyB/8GnhfppW75fnF45l8MyZPcKbu+yCn0/z1WGYrYwJYE70v839QQT7PUpfyZlKuQLYdaP+Fquvc6nKO6f/+C/bbpv19GEntn/hmezalvOzMGVSSX/Rf+6BJuaPB+FL1qq+eJVVn9XgluH1w7dpZwV4qXfGmj/DXhRqUj7mL/8MeWe7wcJPYfy+jNBt4kst14ymPrBL4YvXSl6+shsxf4Spb5/J5t3/BHm/KvPl8/MP/xHVaa/ghu7uw+CLdU/Qb+JvfVcv+vXlm6XX2rCX/nw3vVayx83nxcNyfMd5PFVvzZ+CeffelUGq6/wuWTO3fLwy2n35yN9BBlfrppZZFomDCI/hQeNi8ZCVzP5+itm8P8mvdN61a+vMt5C/1Vvz8HHiKp57/wr493K9ZhTG6F4gv+65fm/q8ldyeI3uS/AekAAAES0GbQC/AefmDXP156/ju8i1wTeFFeqlFfhLx7nf+bi9F/fpcK81U9l9esOc2VWRctlC06khz4X8eq4Ve10Yhn/y1kz8N7Rs4JLGiPfg1L+/hqL/uCr6WcIwzF/Y/nqduf/l/uterwSebI1vvBDPv6i//QctNF3X5wtDM4C+CPk/pfBHzcn6DVe4Ww8FW9X9Ip4/hbl7guvmkuX9dy+O0XhrNtYI8JvhGV/93fJ4JPN8LrBF0iEcsn6/ee4+QSJuTzS92qL9fvUMvYPH9BiHHtaq9ZqamEzeEbw3V/89h4akceDK3F0X7/rz1/jtj4b4rby+YrTyvuTxOT97XwR73qvBHSvyg48WXjK7cvwSEe/LXWTd/w3Ef1+a5lb8LxinFNLr9j5hdeSWM70vnr5J2Qbzu/oM8kXXyInVzWl9gj8mag6L/9BzyWvw3aj/DN0Wof2X/yeGtZMUnX9F/3wX5+90cvr7JGYfjvXXv18r1g/C2ThG1G5plqVfOMPaMUj94Ol/L8JT5mutZfr1BDe/FB0X+vFcnrSrwSTa/BE+9K0BB9dSea95vWKD3yePVCfPUiVNjOmdMw4+DjyHKffAl+URWonwRXy/C/BEV94JPPX2qTg78MxcjL38BsVX/IX/6ITl5/XoEDwRa16TwR5f6g88EuyuGXvxSvrNJ9Tl+l8ERXfivwUeWnN+/BH5GxfhytusP3eK5P14J9a3nzKDXw3zfFyPf/giuO09fgvk/56xVzb5fPX7U+/BPpPD3vuPgnkxeX+Uvhzkuu4Vhk8hf69ye8G9cnrFJ4I93dwvBhMv2tV+VKWuvNUnyeE86BluGWW4OvBDnz6Xz18wRDjEa/nqZiRzf16/D82fUU/P1/DvHem/DZN3X5zRj8QNvFlI/aLW+OX91ULXtT/y5wkEv3rKE4Tfnw3J/l/YYRPXvn/C2Vi6I+agW/DL42Lpw//nrw9ce+XF4JNZcYfBfveT8fCFbwh/+H74d955csoKeh469PfgwvWlupNjhR5/NdF9/UORdVkanhG5L8w/hi38v76vZPl+vwzKxQ3rqb/r1BfGvcsz/5SUIlY/9P1D1J+9W1ekfh+k6uDXz14Rcd+eHZvb/BB4nnP5MLHLZsyJP9wTE2k1zR8ooTX3Br4L5v+XqcLx1Jp+Xw0WQo+xh+h/rvDvcUazsquTEUL4Jl7RpYekwui/14W5nNsZ91KpmjMJQ0uVC+CiuNUe9tx8Pb3u98qa4cSwTTFZCJuU6ZS/+4Xx5etN+yvuC/+Nulu8V3fP/3xlFpt6Dvl4Lrw87Tur1+CnaN50iRuXLD4XyZMpuG9FSx+hU1dRREPUh11Ab+Guq5wUMqP/YOevC9zyPGmTPhftw/EZXgljDKL7lzVeEdZwzGF5ppXS/ywJtT5cP5PDXk6/2iJyzV/mu/8RJvPH/Bd21juv/+I1Wtr8M32m+T268L7m3JHr5C7TcB5wAAAT7QZtgL8B6+cNVyi5r+X/7F7vc/ty++nnt+YXWfhPzr5ou/BHx+kTfhny0XzUzTXgkufOvwx4rzOTXCF+U5BEdzzL7DF77z4v8NLODfy4yt5EnlveQv9coam6/Tg0t/y+/4Kd3fd+bK/BHk/1eEOeVZLrSov7+SX3tcmHuGAczD3tzHlXUNkkis78BPu/HC/89fzJhmLrpy+/6xQa+GbZ3HwHYjXUXCXy334S5L41R2fViXwzedQ9LWODf/4by55fj7SURp/Nd3/JL2+X/rCua9318obuRf4cvfLc9/lL/dYb1fL9STwa+uH5L5yt64Lu6z52vwnXK1SXy/0+Cm1T88sMj1O9nEv37m8uS/1uPzyS7pn5vP8Eekf7BeTnWE6S/94L83IU8KDVamuH+L/4b5PU88l/8N90ly6efv1aDcvvrk5Nlfiv6uX56/U/14vmw05P/JUNEzH/8OTS6j5QTQ6jYftbf2GMkX8uXH4URq34bz/rPzL/g08EmM2PrL/X5fq/HTy5L/Mx82Xby/94IrerzPv/BDu7xX4Y5O73rhvPf6L7/gutYWqFXv5X5bseDzyarfu978Ty+bevBPx9fqsta4Kd0+J/zZBBz4I+rTA3ivNlK/xPNmK8j6wQz/5V65V5+sb7GUGDKf15u0oNi//ZvD5G17r1+tTe5d4EDwQ8vFcEpf9/82XMCB4bm/Ua1cV/y/+pOPKzov+Tq34SyZ4nh5fL5ey//alFRfey0gvrSDZyKF9LMfD+97OPlBsbR/BDpj9GfoPfLck9l/v/3C2r6L6/lyY+vCu3Umd8PkQnmYJZ/FWqXHuwceHM+LxMNwhY+I0jiFBG+lO/rL91qF8svl56ZiOrlfWbyT7yF/bugnqsblf+E673t/EVfe1++GP2vJXJoN/D9cyURx275ddQj99DMeeckNLL/L8nhrk+YfmkcX+COq+tfYQ5vDXePLm7/JFZd09829/lu+J8EJTyhj30G3mJmoqL/3hm78qYa4f63yXdqvNvdecqxvP/8P6pTyMZXmbLzlrYYZ2/+X1/KYzfAiF/XzXXOX695vRYmEG3lvf8J5l82f4KZt5N5m741eCGtbh+C+3rVa+GFusi+MtBLz184oG7475pdeu829v4I80RzuLXthC56+bML0HZfe/CueGtcvzC45HYPfXx+G6Vqsb7yc+Qv/Cefl/HKf4c8sFK+//okpPOVfjnv3FXe8viFj4Wl7t92314zd8GvmlUShs7SeHuqo6+FUwUXbG7v17hHlzv+9/h/m661ll6+HUufYsW/h3Ws+ekJ8q3yuN3KOX/1G5V18761nzsDOsiV9l9d3DW91TDiTlr9eGuqqG1zbRzkWcgb/gmz55urD4Xu3RLq1GRK00Fen5IfvtTEa1h8yRdsMrmP+CCnklvlj2RsX7Z0cIWPl943L+NMuK/zL8uRjnoP/D9FMfvIt57yht2nIcimvg08mtZfpewScXF4qL+/YMIf6vjDlk+oIvz4tqWlNoZW/vdQverDzsbWsazXQpM8XD9+Gs3afFvwiUHNmCvy/RPh3juU4fmxvllr9liYvl9Zfh+t+eW0tXw3Fsvl/+ySb68/Dw3z//BNtvPsu/sv2/ghkZeb4b1kNzMNQ29a/Wv0Sr3khJCDTwQ5qL9+Gc9p7vhHyLR878sEeGWW7k5ff8M7jV36O6W8c/XghI5/ygPSAAADckGbgC/AfvnDRheM9pB9bfydz83gv8341yw9//vwYeK+O0U/yT+vtWAM+jzFjffxHhqfOvz+q8L1mtI+W9bdmU/Xiebc2a8E973b3kL/fglmXX1fvy8dOFg1X/4VxP4xXd80a6/6L/9Akvc8aov/uva8kIXcz9U7l/p94bi6/2eoQdwd/f3EL7DmXS9eqp4bWUXaSGD0vu/lzQ5f+8EfB74l+Jfmsn15bvMTl/6w3LlpjcuNd/fhqjfcZpjK/8FGR+Nsf5fnrOhd2/XeCSufHAPPfVS+CKtfV46cu8+Vqsf8EnL3glL+1/4IS4/Tcg18USZ+nvL+X56/w9tJPE12o57v1ll/9Q5w97VzQ/Rf31Bdlnt71fhqXtpdRGJznOFT29EvPXxgXe5FXm2qQOvBJd/Uvm7uT3vcCL4ItpzuZ+CSVOnw/EZbkzJv5dzZ/JpXXhO95JdeXaqDXwQ4x75ZfX9cpX9z+6W/w1vdW3v99YVuIfnIL6+QXkfB54IfGx0aov/qbl/5PGVl/65fLjK/78/+K5Yrh1w35LT4O/DnlipXv/8OXdirhL+fk8Z5vpvq1dHL61fgjn5Zbn4T8cWlcHRfWvBLrEe65Kf77f4WxDOR1Kupd6o1T/svrXiKyd7u/z2qf/y/fqCGsL7YnrzXfb3wnet5l/z1kRLH7L/9wa+Lh+RPDdVoKGUv1/L7nnz+TJ8G5f5Pey7rwnWlPnRfL1yV3+F+Vfzf3hua/+Xhj39YrL/vzeW1VZffrBVy5d+tcL9FqDUvv9h4l7pu58tVijKRfh68jy+u/Xkt6/BHJ+w+F7v8vWmU+53l9cL9cxr1BDvN3CXLly/+CTJ/oNn3h2IYfGYnw36OD7OHLN35Ir8v6vr2X69VwrwrDg438klVMaNP/4Jo4vNSf1+tfmrb/CWrePryF/fwRXl+L82tX5bn+DUvr/J56+PDdrBqxBf68Fuk3m/0y9Q95ss17l7Ib5dX8G/u79+oZvWqyv+XwRbwwyVl/v3rXJ5b7rw5Vdds++XwXX1JnjAGz3wUYc0e9oqogv61gn1faLmwEL7DOTNbcY1/6kFBuX/1D1SD/U7PnZdkf6u5pUItG9desv2ZdAw3d33KJPn+VAbwR73aD3wr5sayqk+3/wRw099gbyXfEeDCSyXyR4If2n4Je3jl+8B6QAAAA/dBm6AvwHz5A1lwsZfXvDky13gzTNF/DdKf+eobtf5d+X9+z1P9/Xmmf/lpZbMvsOYRdJ2wFbv8NL+PwR6sypBt4Y3hAN3PfKuGeb/8lK/4a8vUyxJ45VW4N/wXc/7u1eG8sNdIl/8N9Vd+eb9fdF/vw5d/Uh9Z1vP4MPGFvdfNA4vWX6vwS497tRYepnl+HKq9SCk72/+G+qr9wzPXg1L+/ha2b0nTR+mO/qv75/34Vw3lPrFvqqUgWefL8t3My/rwSbc3ZKX76s9T2wyPfP/nr5wYYknGXwzdyHevpqL4NfJz/89fkjKg+fh+FYj9+HKS7Eqsemip/y/01YKI7hC82VUkL9Fy+G5d6mEo9M/ov9/Xgk5oG3LL/p4I7c8fMKvBJPnqvPU+yjJKZRQM5u+KzfttU+stqsGvhebe968PrftlWkEn6K5Zf/sEhBj+W+rL/9Fzt14rqpa/8NW1yCwzpZnws9eGd63mrU5D78Nb3WHVwecLnPtCtZeuUGvgi8rFRD7xJZ8Xu/6I5Rf98l6Veepk3ENfT6xG8qpPmW+CbVZM7H5a1vwW5qe7sQa+Tu5S/34jWnpKvBHWt5ffn4PC/X0WupS+tP/gk8JfJB+G637X8GuErJ4MOT8r6/wx1q89SWQ/+i/e04IeXNSe73g3WueuPTUXrwSSevvw1e9fhi2vK/tbBeG+4/QvMpUbuvv/nqeNiL/1wvwQ617L/7gn3rG6P1Bz4Lr7t1xZfX+by21qUv1+GfNnfPzh5cnk2pUANV9BvE6Pa4bcv9eXLJ9+Xmy/N5u/DXl8WETxq+snopfukrEzehcPLuvN3deCPeX1Bwu3NarRf/aLe9+CGTN8JPE+eL58/Cvn/JkuGO1cjGffL4cpS+ufV/4W80ubr+0NzSWues81/BsX068EW9z6/CkuelfnibOcEvgpxXu0sX8GvcFm1Se9ay8/CtV73V/cv/L/1at+JlSpnDeRfy/v56laUOlR/ovv/J6maDXz1M6en/hGTfFa33T9S8cpov/WaT/4JZM5WOxN5ra7XuCPzRwy+mruS968vIvv6Le7/Reg285F8jpgqXSl/+gT93U1dn5uTPzlX5DUMRXF+GL72Zm2ozhPH/rwiTSemu7yeGub5f4cvkv6XoNPJm5mcj3zcuTF/7y+Lrw5P+vupxLr6Ux/wSdVl+TN6RPLfUHPgh3rFIvui/f4Ib3yk829169fgj7v0Gy7wtEuPu7uSk2Yuvv3vd+bl83mqubwQ3faDbwR73c3vxPkz+694l+vNqt+bdYOC/72CPhVp5V5r3k8E3TefKsTePybe7+Rd+uWX+vgQfFSbz535Kzk8ENN+qL6e6lyRwHlAAAEyEGbwC/AeZf/tBqv1gn8EXLTr8ufZv8/z493/nr8aKPZPBJ4h5k3rgjrbtivDHm1KSq9zw07vhuLv+a2tfgm8uXVoiQa+XTtEXqCO7pXJPDWTdfGQnaKb/XL892apws2/r3DmGf13f6OYuQ0/PXPBfb+gzq3LQzG+wzjn5fu+glZHi/lweRrqDTzzl8d78v3/+CLe5RSl/+w1JLr+GUqlZ3z14V3P/BDkvgovqu4JOJ4bey//Uvgo8zD9er3Jt3BoutWLL6+orSivLl+CLlJL2+8P3eprwsqVXiTfMyiY/nUcHR/PfhanmdDEqPU8ZZ/Xhrm9fnIklde4frF5rhDaH9ebEw+mc0q11kW+aW25wyDfw1m+s0JdjJrjJ5i2I//gkJe/xL+b4mefeh5f/oGHlb19+tl7MH7hfPlZD9zV/1+fhnK/hT2dA//wR88OVLmw1rbXDi3Lz3g389z8gpCXkvl5Jf14ndZl+i+pf/nqfbf68EM+eCvDPO0yKvxmnXrlfh7hlms3lc94DrIFZP68JT9es3+EqjzR3v+epnDKL/BsX2v8v6/+f0gkO67lnO9F/9w5UND3U4vjve/PZ+Cfx9rPfqCqfrvd+bIyvNrJZPBPe+4524B6X/rBH3cwr982Tea79da5OPyY3lYfrWX/1PYndUpD4NPJh/sv8ld/mnUX/NyZvWxPJ5mOvXW/sZXdx9By+9u2pvCfm6Wef1gg+L/1hmyLnKN9/34nqp46/hnUZZS5BL7H/Rf/oVy5hvLcnvd/wR7y+C31l1m4Oi+vrRf+8ty4W7L4ueXc//gn3NthbV9gTwU5fjrR9vWOF4IvP8N78HPnqatSX/ybd5f/oMzudztBK/10SYcrv/kj6+z+C+QimsmfwLbX6L/e56/OITfS+gntrnzJ66/BPWTOqy1rlu+Dfw5D3tRTU4nNb8OSUy+tfP4vm/ney/f3+HLzFeXw5Zk8hf+8I13yb48r8N+XFkeH3J+DTw5mx/vDOl/wzy3X4clheoKX8/L+EPe//hzNzbr5cyxRff1BF5osy+u+C7y/myOrwt5om/sPKw51dov/qXG6cxf31Jhx5f5sQ/r7C+2H3stvfX4YuH/hzTuvtCMM1y15S5/Br4aI79faJjcz0ulXq8M7v1kq/69z//DnJOupL8vhy7vX8iEmrz1D/c/8HK+i3cO0zl/v33dl+/6L/Xgik/c/BFlrNSDL/3rmV5sc7sv/2bybfJ/kzs3+LySf5q+wQ7vl+WffL9a8G6968LVquXnbuRkxvj9F/6cLVX3U/PlSVVesV+CKqryvw55uvDVF/wR8R90nl6bg38Ee8S+q93vfhfLfPmcX5w6sfwzPy6+voERTP6+izZyeCOu52r3DFL7y/b+8314Ir2rAG3riDL/k5ty/fhjN6zfW6nn8v/P5fSvoM5Za+W7ui/79v6Dl3tr+Gb5NeCPlzVeCeldHm3h+LjdN23OR/lvf89cPYN/g0L+vhIt77RtXlJx1V4V1qtN4vw2iL68K+Or2uWHuZ/+CXLkvdt//fiM3zDy697rN4b5cP1+ZCOkx39hTW7M9a73g/LOyfODfyQ+Pfr1DXK9TNhyXl8Al/8i5v/fTcQX+11ymL+/iLkHtvX75cgPOAAABM9Bm+AvwHp6DXV5tqpPNJsw/S3z3ftqQPV9m3tffd15d3v1eDjyU3vL/1hjEsK6brj3/BfPxbL9b4a1r3w1Tu8K/giytuz8EOZilhb6oEN76y+19Akgi/r1+4urL/Xha99VwUcmlEf+by6vPXhJ7+frvBDNLu31YdzMyWtyif+vmDRHyPRffvCVX8Q44NPJn6fL+14Vxfj/vsFXfeFTffhzyapi81W/fm8bOTv7Xr8EvNTmlavDOfNfHJnYG/w3utyELh1Z/waee2G+V/M/day/01YbjuCVXXrkXL3nk689Tlw1ZlJfz9+Xz7L/p4bycUfkXL8e7L5paf4ZnQUuXhqK0+Dgv17q+X/vDZbn+v8e5+iYX4a8tFw5eq/S6w1IqvX3MvM75MmJf3NV7rwlTfefbW6glmjT6r0Gvhze6yXMl8nk8n+sVe5r5vP75QuQuQc5f76F9pJ914Zqq2Hjf/rz182Vovv+8+9fYISk/ygz8OYb9laFD3K/4L705f4pQ6yfNg1DV/3/D/Te9z97lFBI+Y16oA9LIT33bnyl9X8ERLu7k/nuDF8y/+h+bKm/3d/icm2ib5ui/uvXnrj/U/+Fik/e932cZMsGnhkkv1keG+1/Mvc2aU2rwR8+PlS+/yyfrwzmykvlLyvdr3DnjysWZbMe/r1Dtavd9nrHJw1MrHQ9OUWOFXBX4nPyRf2skYOC/u6nr9uPTbW+F6xeJYc6Zl6/1PX45d99b5P+Ci9+duVrrJh08f68mb0vghhfc/q0956tKP/wbLvBOeTOill9a/BIatcPw5PJdfDN5DH5QYbyxft+5fPi8VmzyL156/GJa5C/f8G3hvN9fRmWGxYXn/vd/wvmt6uHXTrKinn/wTXv8twSeCLy/q8OVJHMWOhYZi75f8M6n/hTWs/PMszXSXgkuX+q8El99ivDnL3c8FF2nh7el4bKT9fIbgustVg1L/fh/jeiZ9Dbj8uSByUg1LyzwIP2XQ16J356/A1s4v+6s26L6+qvl/9xd9JVv8nhx74I4lzwSeaVxM/lkzg889Wprf15e0/35/8EOWXUvnrw9Oj/ghmb8vw1Id1WEGjSF+R/YIfD/bn/L0nBt4I+ksH4I/F9b8k9Q/a3//PWGX3/4S22u717gj3fhZf31/BNa1kz1Fecqhi2uYuFzyIowVWDTxJMV5Ga/DW8f8cWEf5/l/XU9fhmLMfRfv3C1QvY99fpMr/5IVe/e+F4ykduV+SM4vkiSWvLbXfhvh9w1MtDvKq8nu59/kyfl9ftc8G/hudrVWHlBZljh/WqsS+Gbyo6QZqFFsfmirTX/E1kju3fhbq7u/lx+dZx+i//QJ/PKT7vzY3Tl970wcF+37BPu1zvlMS+XzMX9AnvuT4ekc4wfrHFe/4IPNIep+R8rV9UNDD3xC+rq56rj7EpYqWcKgQi/69F/rwze9fWuMS14Ir69+Ten993vXDXDuW3Pp5L+y5tg08WSSU4jyUl/VWxcaWeJ09a1Rfr+Uv67hzmJOv8ZWX1/EY/2rz6TwQ80PSeF6zSSJHncstb+DfzcbXRfL/BFc/rDSe+7ov/04e++bwQ273rw5jNOrJtEXqaaHg3L9WuCHd5BV4IfJDovz1bGUn/8V5vJmvEz55PgPWAAAAMz0GaAC/AevmDSdL89bOG6/15d5s+HM+6zH2Nm+vfD/7OX9fPYcQw9r7DF37u6/kQnb89fwi86Zcvv7gkvq/5+XDs1M6uWkGvnqp0REO9Rokvy73Xgjm/gvwv3dz/gx0pKzfL5ZP2X6rwrbWrUcq8vu8Xr8EZN3lBx5zuCbIRDuG5hOHpLfjZ/PKuTayfZP2QJI4rvhmXvaHvIL/C9ae6JrLBB9Z5cZ/4ZlX2l+EFueNo9l/7wtnNMsX6/uSPy3GaraV9gu3fzLv+GvJ+jO8gt/mQHhtd6WP8F9ZZtzHZ/XcMXD+lrheZjfdvKYydZrzBc1fhbluLw1I5JC+NPlodyCK8K7vtPWagR6FXw9vJPQ/hXpJbklqwhtJWlvKx8K5qaRI68e1atSMsp1+G+rqGtT4//vGIpr/r0Gfgn8P0N2ucfhWudKWS+cXMPjiJAXw7lXa0zlJqLVm7D8nk6y1rLc5X4rdNpSR61w7pS5hRV+8mx3D+Lxo2jIwR/wYXfvduHyD7qhPjAo6GLVS+v4WvjWK7kmZB+0EntLDCvHvh+si8KKoXhW+vvb7oDTzUo04/ueTi8v3XieRvJKbL+g1mDb3hmDJU3QjYlokSW/+GJTJFtxyF2z/UUe/cW5fd01DVXGPfx8YIjR7OCZf/oL2mqzSmcuEvHvVyBJ1pKl/5cO2q0lMp+DxsHZwYTFpP6GuFjo6Ll+r8O+0PKu3aZEeZfiofW14Yf9X7l/1wzG6d18YQf8GGk9a4v6CKPwnctF+EuXMv/n5j+mX6g2vxdXw5SeM9r7B3n/wrb1zcjK+Gkn9uBMIGnksa8vv6hytajk61ff5PCVo+fLnwQd1LH0qsIb0xw3sHssUvgwzqpWDslbqfU9ZRePXZf/cLUp61xgaCIa5wLoMwaLWNhD8GHO27zqldPX6sCqe53sHfwXyfdzy5kSkkjn/z/PlFn0ScHkX79w7PfrcZZ5n1w5ErMLQ//DmMV+YWQLHrpe/1BSYbv7D+1K2m72PVYxYLMMjE6YGBm5W8X+G9xnXU9Q2nO9gM2CTPrw35YL9mjov/thvtNYSrHXNHcrqg1X0GtqbGfnXLqwR6+U9jZKv14VkjqcjkycFkCXSfPh22TQznEfgl3Df/P/LL+X4bmMvr8YlsFfz9TpMN27eR/Xh7duM1uzXl89c8Zb4vXh3eNydn7fSisCGCvUMSh5ofDEXaZWX9Xc8ixiVL2w1E9e/Bhllpnj9/D3dlUa8GGfNN8ouG5WLU4/OjfIaX8M3u6h29Cxb/y+r3lhPS3G38MZZcay61KE0FvfBv4i0YlyV166y/39PfJFf+CLekVvz5Rw2NHf/w55LOLQyxLd/89fFo6+bfhbcv3PEn6hlb/T25/+GdqudNWc0eX/PUtljhLxk5sMZ8tBnw5HV/F13+O2pkFeoI95uxRfv8GFzerli7upRo/L0Vwv+EtbmzFBp4a4dpjVlh1TVbHfL+/hqT1GWMH9zRKFa/hqrQ57VPG9DnSo86fwraTxksPSr+RNbl+tcPxLj8L6eu3UiIhZvMFx18tD389fQouHa0Mjx/56+zIDo2b8NeG/LHHrcWUprDAvZXt4KekeHvL3tT3r8O9sy0ycoTNLtO+WCRjf8fV94zcau9/hW9/WfNSrIZxcP/h/nlusdRO8HneE6t2EF4jLQpfXfDkvr1w7Ne8RlEVdGX1/D1slJpNbnvG6lRbley/43e+Z5s82iv5BXffMMl/89TbjtX9UGilW72i/wS0s7K4d/b0X7fwYQ0fM/zse8N7Vs4EmsUeDXw54cakv+GZ669QrWsw0nTZDu+xZyE8NJdhFQ2N/wX+Fvg+99dgNh/3/hvx7lHGf4c3X/nu/w6udy/7eFfN8nsnso0dCrJDx/j/LwX8j1kXflDi0ppFectcz/m4aoRfDPPjr47/3fhvz4pH84etRD8vuvhvDkVqwsPs2hUN8ZNfzvbwtNjhBl8+WsIdv8f/+FckeVjqHJbZKke+E3imNeCjeX7odfhuaXr4a2HP4L/PJ71/+E+L8iX3Bp4brWvlFyODli14apRXXkTM/5fdfBhpwWJqcklP9/ov7+C+XJ7qanFh7IjcP/L/vhvm2uxBx2jAr9e4a5/r4Scsz/w5e9chsN2s/4W5s5V6/KNGBxiiG0S+vuf7hiST/8E3LebTMR6/DlK7qOf7//PimBkM3R5RKHJJf4ay1s1h2Kl1/9dfknze/DNprmPqZY6vBp5M0v4e7vSufrkV1j1OvHraW+J8n4I5Iv1+Gd3s+YRKEnmX/twxpFlSWsxTBfG6nVIOhrtEXXaOl9e8Zd3d77vLkbxy/+oZzevx6h9OtsjL9a4LbvyZ6/DFa4aeXVgg8lUISnqRDm0kWGPvn+X+y8ERKxlf348t7j7L5TbIN66yPy88fw5l++2M4hUR1kc4PhLnzu38OSoMtdSEpbKDfl93VTyqHnH1tg38LXvGHHfdSB6PGWM3tc/5l/9wXeaGem/4IMapjWlvVSCsYF//6C1LQ19O2fmiycc8X/wX9ZAVz63zPCbz9f4L+SoTdJGuxQZYlTef1bKeZf9cF83549Q/yOT6YT4UcbLL5f18NVy4vuTD7//gt3vesL8F17yY9pn5/cqweixM4fPnw5d52r+f3+Hc32i2jZF+vXhOx6dcbaeYXeHv4YjKY/ebcsNO2vRj+lD+Ftau/7nTDEmn/4aqnrP70o3oDUv/WCDTmU5+bmYV1TxTBeoce/0G9u9eyy/4Wzr+GzpcXLMjuXOv/BhMPb5LqH4n14+4PuLfe+C+9+2fV/IFoIvP/vw3L31OMubfIn1gz+Gc6UubDyBbN/hq8/qSLW/rwvm9Ud6/OQlkbuPy/gvyv6yYpCweff/58tlV1/6Jqdd8GnhwsdJJk4pfo4I/j5JL6cibQZJNC6/NX39r0X5y+HGu+X1/C3LckX1/UzpT9xHmpe/wtd+0uEVhN/p7jpwm8Hmfhu79Yf7LLyLDYsZfe/BBzRrJ7v14RnP/8vv9B/PngS/8eP5NY9hhBntGEX2JomQN17hfu9pRpoiynza7fl/LXDmX6+QdpOn1hrLV9kO2f5xkE79n/4JK1kTL/fhqFBaF/pk304ZTj83gw1Jnnl2mK4f2NXjwNXwv3Ne7620kXFaZeji6jbvJ/DWpPr4duQeO+38OdtZ7dRqL7a8IcNXHfC90Pef1buUbqZ/vuX7rcGHn+86Kr6ocgO8G3h2ln+5o5vjE5eB2knzTPvwYctO7wW24+CT9+WXe/wYY7THuWDCsu/8NT09Z9KJfrz8o83J0vH/rw5d9iC3FbNCipNuGKU/go5yzvu5+H+XIrbzfVfkMkCqoT/gvky9O52ZcOM50pWX+/Dkcp8gvDLtfrvPwhy5P+OXDpeM3E/sEEn5/dt2vKSyoShLaMvIL/BfUOcr5F5azImfWhr68F9dTVIMrr+GcNcv9eFerw7ZnV5PD8uJ8Gngk3n5r8ObS1WCV5weGV9flB0v+nh3e/Jp/ekGdGdTxi156lgt0vGSiIJXsFfhKn42nHKt3fkkZN/x77KNfmD51wM/L9P5PFfwzNlQ13fHgeWC/XhW73z+v0PWaWWf/D8y/spj6RX+rIOS69/8FPl9K5t91+HI5UxvXwszRx5gnDS9/828O0ivUMc3pcRhjKsMF/FPAQ7sPN/8+qDXmP/w/3fcxLcvnaw9cZ/Xh2E+ovd3fy0yjbRG+L0Xg18MS/up819qIOyotKfPhAJ9tI9r/hbm0u8i8ob3nf/1rhPWsvP/6xV4c6Tr/DQpP4a3GUFxfgj1l/wxPvJj3zv4l468My+8jQjeXvLZhccE9oPyhn4ubZsruvHyyLfk29/wve9mcfk2KZmEf/eXZwdv7BhZv1Dmcf99e1FTXgj82OPgkkxLYg1L/9m8KzL4J7z4fYd95TeCSReRdXPwQXXyfVL/JU72A4wkRN2l/husmejrp87/rwQXMaMzdTxijf1+hkNX8OZPV8dX/WuCHJ7v+G82ltnXynDDpUHL/p2HN3fX7gicLEtYHV+NkxQ0fu+ftOxyQilSnrNrUik418GHLm7vmP5xI3rfBhWM5cvLLX44WTJ58Gi61g/Dnc/X+G4naL+/YQvfdFuv4qbeRxdL/4ZzkV9TIhkqWbQlksNWF+Hqb3eK3Z6r7yE3PGEV4nl6RfZI8v69gwzXz++UbZbxdl/wT81xLmsFeCO7k+cX4i5M5f+fBXC7I3Qh0++Ga5Jqa3Sy2HDu5tBv/hvmkpBf1IPtl8t7X5/fsjhtCt+DXz1KfbIH8aDlZ7Xc6X2vz4vvESVyaXwVXyt5vJnKUv1fh3IyZeOleSWwTM8NT3//PXw9FvE+a/8F0MHvx/36i/0uez8s08tSnGA9oAAABC9BmiAvwHmvowauGlMv5pPuvDnnivt4cnQ/DfbJ18ltlh/DHTTy92P51gxFCXny/mkcH/DnNlTG8Ie1Pv1DXVNf8IGP/nr5FZRLWrgkvPWjSHe/5t7/Le/69l/09Wy/vdAkx326g28P9Urx5dN6JTTjUtyMx/GYq92rd+HJ8/QzRf/5N7190/sL31Cj11dfzqVCm35Uv72pNz5rw500nPh9L87B6Twhlvk/I/l/vw5D0ivfpkQ/c/+oNejb3l/d1C03NqxWXVudESrr4BDuuO/bwJxf8nBbmYy5Plkxf9LBHEOQq+0yB/5i5JT+HNV54ZSxWx/11/cvhvmuqlWlJSjEOXjeSRf78Ned6+HYvxeI+u8Myf1954QceGctLOEfD7R5Bf4JObfRRfdegoazmzmYVB7zP0HnYLcO++bJBV4MOqufPX5BWH10o7wRlO/6g28LeLmX7r5wuYHVXgixmV3y+v4MMW6eNxLk5+Nhw0yAyqvz1LScdRk9ow8b1O1F/9zX3+ep9KFc6bZwrg+8EPhxJQ9+I6rq5/DHIvzTdY2GuvK3Da2HhMHfhXe+f1851YckuJ4Icibufh+sFeCbyTdoanTirwSc92Pyz515Ldb93tfnrVNfBx4IfOxkgk9ev3kz+FyZscKlfrMtG6QR+MPNeH0CL48r32Mm+SVe7xLkH3hzk9ZkJF2FvMX/NwTZ34axf3kL6/34bnNxmrXzpJVS33gtvnOLpRZff8Zl+m+brqn/De7sayJqZ4z/hqtcH5iwEntruq/w3d3r/GuoNfV1eN1vRVl+kxsjW4wZ15F4dWK+8K3f3dcNUhVGEG7lh+LL/04Jrvy71+CnSDuW73gM1H4sv/WCCVY63sZHLhBndBhZGYld8v/qF5e78uVH4meZSPi0D0UT68NS0vsZPIlIjH5r/Bfam3c26y2O4//D3D+R2o+97qbbRh/y+G73dZe27ZQiGdy/rs/Ckkn3nO3v5vFBx5yRf1lXN4cK77D1PcwS+G+4c/YbST+vD9Vx/vtv2Hl2YXk8FHm17Bl4K8Ec+dwDjwW86+eP1eevmTSalL+v0X/fvwvxynNHX6FD630v/0CTIv9L564534NvBXD9I/zYWX4X5dul8ENa8deGamib+OOEr3G1+V64Vnz5nyDGFZR/34Lq62reH4Jpza+T4K8F/i7aevm04MOcogceIu38X+WkldeCTidMr8kZ6/XeFePoNK+oxc/4n178EN3tNBt4Z0rrmDIb7L35Capov2vgi7u8UX7/CZeK54/zb3+CTqdrn4I58wVoNy+vqFic/5euWpvxnieQrlL/wWRrbv93fNrj4Jt7u/avPUOw4boiCXry46eObw1JFMdLqWpxI4+4R+X7+j181JRcu/DnF8sj5H+Dbw1etwZCYb8f/w0TVV+WWaxG85fr95u+A9IAAAREQZpAL8B8+QNZcv35e/BH4rq/Pd/g2zv58v7cDMXTRf+8OXhVXYcd/78vEvg08N+WTnDNxN/8EMrHi39T+HLn+6fZUQ8k+vDO0tc46OS/+blX/NtVXgk8S5lXhWoe97MmfNfjbNj8g5X3Br5Nb/CutSf8KW2P+If3KX/rCe91r+Esc7xtX16uQdPXsv7+vfgju7ui5F82mpf8N0ttph8j6wf+CEubLX4ISNZSWUvgnrmaSUmbfmveRc2Lm+83jxwS3z19sxqkDXwT+XJ84L8MXvJvz8ygrPy//Tz5m8M6r6aYbS5Lkfy/75NK6W+Pzlw97uvmovJ59l9fwtqbMmfKYmG+z5B+Py6y+cq+P/2DsHBfr/L/fQIjcnzwKRf2vDRebv9Rq5/nr6zbgrwceP82r33f6s/BhjzLrX3xmd2EJtXmrGMuX/fPrWTfv7k8Ty5L3yl/6sERBnvsQIvkK6WvDkhW9zKDo1p/wVV25N0t2SeTqTg3L6Xr+XPn8PefxmTlJ3PqmC2Gab+X/vD9sd7z5crdyHHb9hf683F1XgnrMc4Rt4Z4yvC5Ly8cqYz8MtIZRcP71wzn8/r8O1n15yrQcTJw77L9/hy9awy2n4d6WDfxMpdT/MO5JLz1WUHmW/69l/vwnd7zt5fk1wtDBUhbghHfX/ER/T4BjKu768EustyT8vy2txHh7am62ZR1qQfHJpcxM9SzcFQceCaWHzZ/LL+/ghn893HwRRm5+9eHOXDPUdKndv0X9/DRH3il5ROvkfeCSVi+CDvwRFKGmjqdvw7pUy462G1fUCqt+LL0KCFkHol++pdJ5+rRRQ+/n8N5ZalqaBN/+TePMn4JPF8Pw3bUpKNeGHv+SHGm7r1eDYv7+CIkQ+715S5PXhnL+snZf/C9w+sq9vKwsPxWHfnL/t4JLn/lJ4nu8by1fBHGTh/vy9TRBr4ZrPB2n7P9+S82/iM0vlaTwTdVDdoYv+vwTzl4w3a+M8OEXcvL4a6nPL5QcQXkFwb+evBN2Pzz/r1eHLWmv4evveEvku3/PyhlLI2CeezCWvDM+0ucDa/9eXzZ8M3bteJwa7I60bEaht239Bwj3LQXX4bzmgn58XGe/+DArv3uvkE7KawdeGbUqyr8eGrd8v6Xnr5nkpTXrUnk8OPvm8XZffVQSVk+X4Vkq2nnjyw0515rmn8M7YzTW/xmjv/4V8ur1zD2jnyBJvrXBdyes2XIPfBfnvllN2BxCTSv1IDI3iX/nwT3tTdqsV+G5v4sVJti8vrFS3sEW6jLHvz1RSKzX/wQz38oNF15f1/3DBMbXxXXyF5xkqxvDxbl+le77HOFwicdv/L4b0p+sM6X9+bw4tHwW7rPg2t8vwWV0g37yN1XoN/Ceq5MyPfPePy6/D7gv89frPWnL/S/4IsRzy/BhWuOe6+eEd6GYv++fmPmDpRMfm5J57EeisCv8B5wAAADHUGaYC/AeZf/uQv+lQIg1m/qL+tYvPmfH0/f89fKtMvl8KVLcNeaa/w1LkN4JNa4V6p2i/q7hfmomPtfr/CXNgNPDUJelXtL8M34bt+CC9vQ6u7Vn8rmzbwk/PUfRuGYL/4c1qua2o0T6a48nkjm78v99Akm08s2k8nacnnqH702Xw4k4UXRfWvDHUo9k9fIO4Hrwa+GY1RQ9PXx3tJ/4bmY6jH+yiXr1gk9a39E3m0UuvL+tYJd3L8vuSg38Nb31jdz+Qv9F4QmdW5ce0iN/lpXk8EXh3OSy/eZYK+p9tyK66pkTw5FfX0sOXJZfr+BBWfhG78dovlr/HVfqfcX5V7YbyZucva8G/hrP/X5RwO21yl919XUX/0yeePzYv/NPnXnr7eGYlleesbN+H8vv+aHGT6L9dJl3uvFavPq1B14cz4XOwRFrE7J8JO8Vfgil46u3P3u8xf7973B+vs/LHv//gh5b4SPrXX5Ny5/BLmzWlwk83VV4Jt3yx5QIPm82G8EmL75fTVpw3T1KOPNpC+Dgv/SgwzXFeFVcgI3718CMX+/BhjPdN+ECl5d/8N+Zq4JXRsZX4nwWaQ7a9BbvOS3jD6tAil+7qQOyM18uUnsR8+en/B92K3MzduHqS+a1WI8LY34zGZilUcO9f2U6G5f4bJ/i/BJNAn8IPC/6Vidzp4cUz43qDXwX46t2yQ8JQ+X/sv7+pE/JCi0fIX/fBYUX0+Xyr8EV4LcdpdidO78M+Tzp8O0Pg18M9218L315sKX/XDUqsJea6/Dbu+/CvlpIm7Tq4cz/KExkco8H/XlJPmvNVa+oEHwRlzZwmf4TIf+bP2CDxD0r7wQrWS8Jc2v+CPm8uWey/tXl7RsXgrzQ3Jb2L/0CE/UNYd98sET3hQ/88DlTLzwTl/zaBJuuUGz3wUZn5f3N+Tl/yaG8t7j3d5bs/3+by0jX+bw1myqyYxOL+K9cINfBEWTPL8GBhH/P+U6MrjLfm8xT7r8NEVdVETWYHH3+cq/Dy4naxIt8GF3d8+2ShtzO/XufODjzY0vZf6XIQbq3YOqAQOAAAAD8EGagC/Aexf384aX4bhyrgoTw1zJlH3eCV8ovl/WvW9hvPnl9nl5fNvf4JMZ9vX5dc/y/vWEvL83LKvsEm78r89/4Ztzg08P8OaL3m+rt8kpzsvghrnQble/DNJIvv6i/NgaB7683JiXz1/PpSFF9XrBZvc8pPh2p4q9Tt+IojVLvVX8Nk3fL+OJLQ38EZckF19QZ+tZf3rUX4ovrb4JK19J5svrfeCOLr9Rf6T3G+n/BJd+D83d0X7/PXzn53kc/NHaX34Jppfn+KDnwRa1rfuuX4Yu7n/PnAb5y5hM8uX79Rd9Le/wS7kJ8X4Mv3+SbevDnNpeuOd/8FF3vy2mEr6wRebug3L7/35yrh5sqPtPRfcV/8EJLSrrL9e4JN1d1eW+2i+Xrgik+tgvDnnxQ07//t/KHPLiqtdzaTwRlye8Gj06MR75frlzdN/m8/L5SvTvxBL3uTchfr7WGPhnw9o1+TZ7J4V3uf+vDOk5BQ14Oi/34TyfGs740v9fl+/deg1e+W978l334J+psvd34I6V/Sea8V14ZllqqRrkQeTy6mvRf31BdL/eXIINF9q9ea95PJe9PrkL/9Ll+CPpn7BebaX92K20y/36y/V0HHnxfILHVk3L4nuZ2bP11+WfVxXhs+Gdu18Pu38Hvho2rqrzIfRf01cL3yWHY/l5jAv5i7a/5um5nvmk3cHBf39arw1m80V9jDVvkoK+sE0MFSJt+O+8sv/vIu8EtZrH+L+9wbwR3zU6Djw15WIv4+mHlhXrqvBJc/6svv/+G+7r8pIMrf/wlk/myvDnP6/Mwm3QbF/t/8Vy5Phz+vBFJmXsZfX8MZl7mS9vw+QEVNvMv5dRf8NSEn1w1Lsft7qbWqX0CS79Wvc3h+Mngjn9+UGpf+9dZf/s9fUO57/wzP/35l1hLwTXf5b1l+n8EPP8VeL8knf/BF3eK/erYY8/N3dp71dBuX/ugX8/4n8ElzLffnr86xa/y8vvw7e/bGnBe8oxzt5yWTZfT/DdSf1eevzeuqL/9hnzdfnrX6mq8t3wceJ3uq78MwuatmReIaab/vwlXJ61futFS7zZbefhvh72uEXNsgzG5+DnwRzpl/ll/fUVfeXe9Vl8EW96y/7pL34bvfhbMUOi/MX7/E1Gd3PmmT35sBs989cMNpYFfJ56+Tz7+CPN6xflk6ZPrwYeVjcur5EymTCDy+qluuVF/+llT1wQ7vivwnkzzR/CHLt65763w51dSmalReDXw4XLCpkJC0pr2Xy8TUUTl03zfeuCHyXhH+CKtcUGvk25oLw5kzUofBtWdXn3/NBE/Rfl+r+V67viH/BDKv0gryQ90vcB5QAABCxBmqAvwHn5w0v8NS6j+/F2vs2M3OvDekX3nNGYuwH/9cPz1/IsPoi89cL+aM+i/6fZf+5AR7lnug08+K8Cb897/19m6RcMX/tIN5d8JFJLR/rwvzWa3f/L6R6034I5s8VrrNpX+euWRf8v1fhnaFeUNyaGJ7+vPWOOxjP4NS/aXh2K+TO96s6IX4//mpXbE+XL9l/6v8K8+Z0CWtsg/P/V/xHEc5ffgj57wQIHhzLmvzbLT5b3d+SX8nnqWE6X4NF9rlfm3nHUt+vJyMm6X2r35/Z4SqZY1l9iPz3/CLXrqCl943Of4JO4ryy/1kqwrmLVilvq0GvnrHzFDFn+X3d9l9f68L1rK8wO18Py194MKl+Gb5XqNlZx/+Ty5L+/69QSQ0VOcH4KNW9K7H4KJM938RJ4cy3r9zCq4jrrBCU/7oNPBf5/O+lWYuf//BCST+X5ef0X/r/BR2lnz1l/7wlrU/78lda1wRTMfMEu9yfde9KK2X6/PXDMWB/++ppA383it+TU2b9cpPBLevm7/mnz/BJc/8q8EOI/wy/79+G/LsUMRf/ac+Dnwz5Zd8lkVyhFP7XKI8EUkXvhZf+3g5L++0bGREb+CHpijlRf/Wi/7XXmww8ntb73Ev5fv94dj389fmB72XzY4ZcGvl6r89fSmXf5Le18N5/q3CHtT9PvGVrm/MhPu96L/vgk55Xr3fVeDDyyUn8X4azBhNqqKX7fwrpvum6+2fn8ENdfqL/fgii6/fgk7knl+W9+qDgv/pgju/Versv97hLbu1J/oM2fzih8UXMY7cn+S+bvw1J6Rfh8ilyF/4Z531wxo/fl4Xry/16xb09YMv7+CruSzZGy/k8oOPDFc3XNbxsZPEeCjnX1t9raz2Y2UeYbite/ku+vDcn7j9wx35y/Jfl7uDUv8j47y8kvnz+E9KXJMyeaupFvnufkVFfl8fL33fzbXhHLsuZPnzrew1uEuM8vs3qn9QbeCXF+FE8bOL8Meb6qzjLtH8v+tghvfBfgijdV+KI9ag69+El5p+CTjLL1L4ZnluvnGYfi+O/BL5cVfhb5PL6/hLz/cpNr3LEsHuDXzZ/y/VNygw537vg+9XT9wte/CXnNcNyMfp9YIZ7CnBlv4+CLu+H7mwardPJ6xfgizcn3X4czLTfvG7//C3P7yecHRL5PDf38V4z27S8lVwbeCi9Nz/6rwR9N8YL4LciOln84td4Z5/r5B15i5PddSeEuTFXUHBf+nN2jZ931J4I6RM3Zfv7Jd9eSsOKFfz5dxz3v3cfXlL/yWCLu+H5M2fxNaV7wbF/+gx5eNrnj5q3j3evPX4e2Kx5Pe9/gl1nevSlfhyfOZPGO8vhvlyvza/8K5vzfX4at9agBz4a7Je+Q+a5hUQvWvJq7l8M3fXhhoDUXCf+CHlzLL/l8B5QAAARjQZrAL8B7eHA1xdeHOjyebuGGKF8V1Xdy+eo07bUf/hzhl7X+C7IvhzWvZVipkTx3a/l9/sGHmif9Sv6n/g06J4z3w5whxmvlH4cWy/kuj175mr8XtPzevJaq/kvtov6e4Y1qbQ+PfoB9mHqT/4cyXxflD5jJBJVPXi9pLlyTxcu3xD/4X9iJ1ZuvyP5d09aWGyZeM1VOOeJY3B4vKMeX3/g4L7umodKtfFb7nMCi739eCaX77av+euQcGzX15tan8uWUuovr1/hPffkPl34ZuldfD208cG71o9fjpIb34cybL1am/5fuqsFcvvt7eXvwX564dSp/vwW5M7vaQvl95JI9F+/1cg5L/30/Ty//QLo+y+9P0W/sEnMqeei/tdQcPvJH+8KaG8NyZ+mCtRqf/wzkOp2vzQfRf/URrR4Yxe/Dupskv802XncPPpBE/oSL+n/qG+b+/JoeW8fwRbbdkHBf9K1zj4Ir3xZf73DmfNzx3vl+9rDPiucBzn/X164fhO3LXn2bwtzZXOJuS3OPzHnl7r1yvylM+eUGpf18EE+aqsjcuIsyew5LlsTD3csVZg+bwqTNib3qG8BtGafh12e+wQz/uvw7Ut0jy+9185suzjP35e/PWnJvtfYZKeX6Evk/4NPBEQ1/KRe4JJWL4Kf2rfl83L4crm6yRLX/4Ibvdii/9Yau+vwxgPvw3e9mzHgVsPR12KFXhT6xQb+64y0S/fWFfHWSWuo33/N5PGTBfXLXdrmD8uaP8nj1gGvuTZfXgikJV9Xgkvhv0Uvi+T9VXhrccV8IsdSlX97L+/gk3vlXmt7g6X2CjpLN5c6ve9/ghqt/KeuEpv8ufhzemo1o+Og/XliXNfnqVIyf5nrm5YqDfz1/cj/W+5BGtZZa83Nn65fkpvkL674Is++Evnr4e2Xqvwz0nU3p/+ab8Gnm1nivBJb0pSl9b8Fnc/Nn5c1fgt2l3tSn89fnUmLVg58+sI+v/5PGWheG+2qlLzVPH15+vwxtu5fS/DmWHrwn5eyGQelv4c5Mr9ckCZS+9etfi+H5E9209f8Ek/9Zfuvg7L6/14Zz7dfj86y+y/v1fhLm/Lkj+z+8PYD8G3m3uQv2/YKrpXw598ZVuSrz1htqP/wtBK6tDVaHJ2+A6ibf/D/gh2/O/v1RYe9vBCQ/+vxdZtpxhd+C/d80tZrNPPZhQw7rw3fdvDVFwSPDt6+CjjnVFz44a9T8pUzx3tlLXrgk5/1Bv4Z1W5w6tZ/8El73nf2Cvufnv9XglL9fhnFadffLfz+w32v/56/uS5BxqGKnH/icCrH5y4JPL7WtXLrX5J978Ed88eiC/956lCs9mGf+Wnel9Hr8P2P77wX+aR/1/CV56ODVcn+PKsntr7vW9hMhZ65c16QLdX4hzKl9ghqvlfkvf8mUZXP4vw/kvjuRPDlZmK8Z7wal+vcM58G/VLDdxn/56/cY3/hnzYoT7D/71aJcO+/ySZtifBFN/lAfEAAABDxBmuAvwHn4cDWCPfavLwjc++cv/eJ89rr++TyespHr0X/vNbvBv4vam/NFF978msmk81334ezfJ47k3RW+NVo5X54w8Un89hl0wW/txdN+smPyyeuT3ebfPW6I+fL91/4Vw/l8r981JIZ7/9El+GioQae/fswy2rBp56x3rgn/w9N3Qphj1/Fdr9Oj56Ln8t3156h3Sv/+TV9a2bqI5L/3R+sP28//nxwPaKhnh78GE2VJ73wh7O/Ot4OPN3I75r7kL+7qG+IaOv6R9fkzf+CPWuqX4LfENLcrow9K5L5o6y9teWleDXw5e9fKfKHCn2CZFrgk5cunXX+CG77ZfWvCutXf18zSO17ruXzld8EG/Pg28OEXI2v5FIYv0k8RXUk+Wj82q5f1fBFHqTXlL4I6r9J5taQOi/v4X81wyOl4PDW5+/BJ1Wq8+D8Oy/h/k82qk6XqG+f1alRlW/5efwcl++lNH1+Re5sly2/Jl+l9GjNP/PX5xsib1/hnUl6hL758JP34ckzqUOt/6fq77g38Eky+fwZfVz1BJwipfCQvrrKCbyNk/1eatb8TNBfl7L9fhm78X4Zl+v8EWWvhfmyYv80Nuy+DbwR9Vgp7WH8uQsq3PORXXwT+138vr6k0lp70DDn29z9z9Tf++Nrn8njmQO/LXWX/1rw1vdeG+Z79WN/RMX34IMuNLVmll8FrG/Mq/+DC2Tv+T/Kltj3/4Iq15yvDNKtfKG4avv/rBBx5eE3Vg+y/rTgilp6/Jm9KX60rC1OSHG9fF8Z38hfu6k/PXxnnD70/5Lvk808Lv8EHUmjdP57qHvzc0/+K1vLeDfwV7tqtZUUnslfWC2u6wx7Kki+gxvd8N+Wsa18vnr56GGphN+esPWoMj/ByX9vxXNmP/8vtrSia6Wr5f8nC+TV5ZeLD6h/l++s9u88/Rf+8EPN178EfJ8U/hjyscXizDsI9z71w3ivX56Uq9fn4I97yg28NUxXai+V5QW1y+lfrKi/+5Ir/w1FfX4/NN/w5aqXrwQffP/Bf5cXFWEn+/+bzS5yefLhF8Pwbl9/w31Ti+Nyb+UG/fd0vfWq0vs3VfiJaX2qke+Fqpeb+5RIn/4YzfW9acI3fL/nrvqZj/nr8P3HXLg88t714Ja1z/1XhmF/tmBiSpQIG+n/8Qu8VllDtPn4fKL4b6PpXrgS+6v8HPhnW64eWhyD34Z3upWMiH/uN1ffhnydYZErx/rwtrdKeNfmkui//deCfk8OKH9X4IqluUlBb1wtPfWtZtnvwceuevCvMuJ5pucUnbPv/wxrXTKyuENRV+i++vl/XyUp9n82f3+HL6qWzsyCfg4XuHOFBseXj3IMz4d7v6sSeS+9eeoZvq/5fVtb9l/qpQYZG958g/NB9eev8fuA28VEq/h/yX69VylXWviQv1fr1l/t1r3PfXgm7tnz6gPOAAAAEa0GbAC/Aej9xQa3d8lS+rFl/dtQz5aSlqG8DZIhP/zczFeevzUYdbL/7mvmki+v4c1Ktr+H4un/PbuGZPvRff2sv/fBoX/pwUXdZ/9WX/frw15rXx0l9yL2gQVk3y0j6lzMgDjiJ//ieSEv0l4Tj93/P34JPPkFeIqWTef+X/vKTNJ11BqX7/IVJ8R4MMl+bK+Mr8nhfnlWtfIQ3TN4Jt3u0slBz5uXuvDe7umXkVBy1/l+/xMnfb1L4bvd1/U2k819V56nV588G3k4brnL/9k3f8NU318iNGhDJfPwRb1lN5qr/Ji5VP9e39gk6qyn1gm7bValSluq9XsuH1Mwb+GiRxf3yFg/1HKX+/Jz+Qv+uEpii0j52X2/UGFQt93tdTF57luVXJ64fnKoYlqthf4OS/3uHCRLnl/hNy7C8EfJnV+blx14blk+vjo0Not+CHzY5vrBLhuP3f8Pz1+VUHnPry1r+cqpR0vvwb+GyS5r8tlr/NWqy+0k2mKnzaNv/J4d00vv7QS2yV1vJ56hi2vqSswkR8v+6asfiuSUfZffgi6td+Fr31Wv0pUqg3L/6gu1VS0+vz1rGxde/Heb1J/PKTy9z9F/v1nrwz5snP3KJMTl/9z2HhHw+Tr+EYO/c9e3rgh3L38AMmL/9Gns2Yrw121X5nyLA4X4Vy/e9fHzLYtS+w5VQ4ofdxyrO4PXvJfX3sv61YJMZ57zleF6bq6mqXfD8PzzaeXyfrB+Wbp/wRdIuOE982fl/L/3wb+72vwzWqr5JXIP/DM2+DLV8w0b3/BfLfPnyp1k9iL/89YYtj+nrZr3dF/9QQ8S/Kl9mvt/PWjGLP789fhnP2sHHgi3lyK274ZxDnFaql5C/3p5f+82aWy/VXEmk/fkvdsHfhnmZbX6cfnfhmZLJGpxPDEf35OGuHL/v34bl7d1pu16L/Xgi6NYJPXq8J1vfVeev479Fb4GvgivvBl/rwrrWFR9ziqemUTRblyPpT8MY//KtdXSv1DOf86GbV/8v79Ai3fql1wdF/378EXj2hBfgt3uaCkz8Pl7u/NM/LnwSdSMyvwWzeTcn3Qeeeo0dOIeGa/9+v4Zi6Yx7AdfD2j9fZS417v2zkiyFw3LCgkzBV5l/rwxm/N+KHqZ5B334Zk9fZeQVpevBRzv2qmF+COW8p9l9/oEmVvlXgipLVje+6vg18N7T1/JNZf9dZfgj8KtMpfDW91+HsB3X8K6vVPlepeJy3/62X4vu8m/z1IFLIfGv5f9vCt35L1/OSJTl9P8GEs/u7gJ3PvH/5tJfz1Tnt/S/P++G9P8Gvnxfpx0yfhrTWskZX+Qv3xdBve+r3Mn683dX4IupyUH4JNbufhem/qq/w3O4fgl1utzTi/PWGt9Eh/W+GefoGvxgy2oINS/S+ctfdisxeiRf385F8fDK41o7/Jdp5H7gupbvu1eTze9cEu9oufFN4IekTMvz8s+r/9yfg18mVFN17yyX+GtqGusd+b3E+evlY1AfUAAABP9BmyAvwHp5Q0q/ydS+X/WzXPvL/pZuq/PX1plr8F/GWXzr6w7HgX/PX8syB+L5e7rz2w9crD9eK8nSx9c3q5Xl5s/DfHL2uH6LxnsGnh7y4Vi5/PKpk6ZS3k8M6y5FlD0n/7ts84E+fqdXJoanB9fasF4X7hl4Q89+vlGR39Ody/DN2Wpk6REX36mqv8N8jfZBcMp1n78L50Mi40v+/wxLnr1BIR38vw2XVVOWDt9nA/Bq/cEtiWTJJHnU/PXzpcMxdRfDF7vn2v+HEv4i//Jl/ruTxO9oL7HP4Lssfn9V4Z5rna5r0mUMLlJbWevh2+ThfrFBt5L69QW4j68ufvzSZ7+jZqaf4ru5fx7vZpN68Obk9rDef/yeWfP8laSTL9fqyDXz8vD/ePK/JLx9f73KSkxfv3PWG9h0wlcYP+6RFf8TRPve/LJ978+DXoE+lCo3KHp/VL7vy8nk93fL564ZvxzmqNk9eC3e5M+G+sE10uOr2C89S22Z3/w1mvV1peDjwYXXJ6VZplm3f+I5MkbvL734KsV+pMjdXrL+/gi3vqvJvTrXCu633r4IHljc8GZy5fXCDov/uCK97J/LjGT68+LAS/uH/Rfk/PWUHHg9/rwrKPTeT/L4aZxx/y/+5t5cl+/wS7ja97xyvBJymV6i/+sGxfS/DkuU6/Dzs6WX6L4It4eqMa6/wz3dTZv5C+67gj1d4v3JqJ/wll3e9l+/z1ePo//hzWktNQy5dnGu++mYkDh74Z8KPKf5JeTz1N0P9+CPJ6wfkvf8N7zawxs5qwheev8u0n+a98v1+FfDflXqGe1/4OfWpy/76ykWngg1aV28Yy+KcFMtBC+C0UJRynwzbVV2fv7mN//uT/4X8uFl9f4RfMfYL+oX9u8scW1Pwd+K1eH3m//DMjCZc18nkC1F9fU9VH5S5T4a5P89f0jPmLbaP2Bw2H05kpLhA5aj/C17z51Xd/69+K34c5tueEbHOHVy2tdcvzb3Br4cq1qnlz664gv6+af/5N7vwrC/H9VUxUcR/y+W01/DXN6vLo3r4NfDORFdQQPpr//xvkX533uQ37qWo+e3/+E65nzvzdI2Lw5t1X5BUOS8GvNkzl9yyyfw5FV14wvk8OdsaaJf4L65fNl/8L3tz719vDV9L8LFLfP+uG8A/Bs/UE5HmGeGvuKTwRXd+H4LKq75/l/VF/+wTlIRXzZe/G5l3vG2z539y5XyixENv5iZ/r6Fz963Dhkl9ghn9YAqDfwhfcsn4ZfrX4KLW9J9UX7/vyVf+GtR7tSWOdr8nhyfNV86WYZKt81Kl+evx0YlrHoEXwo078EV3HaeFeDDVcpF9fz2PA2pfQnw4OhZwaeCfy6Zlh2yyy+v7vuTwQ1sfD8nLQZafgmh+mTzn/ggvwzG6vsPDF9+4Xrz+/D8Vv0us0v/s+LRw98UP2wi9k+G+GbZbnbyimJX7rPRf/UFldLl5P94Ny/34I+0QlLL+/rFN5sssxff8EfL9WX99a8EN3d2a14NfLc/2X/XC/DfDz+8IfeMiEGF/7UFHE+Ltb6/PX1wStD8f4apbqUuYLU/ovvrgokURfStMPlvag08UWafcrapfXbUFhLrrNLCAWu36sPnrDFC5j965N7/JIafl+vwzVLXz6UHa8EUpJfr813zeCKkF9P0G/hrzfL+TV+5X/KX7reXwnN/JmvBFMvyCgPiAAAEhUGbQC/AfPlDSp1+aT7p+p7ExfNYcW/3T17deHMm6mUnE50Xvz4PGd8ItCZ+J5Pvf4vw1U83Bt4c6jKr43yBblsYb8t3/m885f9cuOr/vkh+InfmDY+y/8R1VSbL5favSBJEuPpsv+uFvNr3fO/hiXdy/+SrF+TLKnuqenZ6h1d/xuyCbax0cv5f7eik5cBv5i3vL/vmtUiNXQq+W6i+vL51zeGrn+v3JVwmi/v5NyRyeCGe9LFr6C3TLhJbxUkEb4tmtLf8Hnhvn2vlDcS3XuuvzbrXgv2T7u6YS6GnN/kL/9mjTKeDfyZqZPMXEvOGl5SO1mf0HMQ/X5Go4vkm97L67eJvfPca9XXS135MBsuu/DXbWWMNtz/a+jeWUv725yvNcfEv9+GCaSbvwT+cr9eeoyW+9b/zXvT3wt5YjXnnUcX/g+fsoX1pRI4T2lF8v473oM1ry+G+19FNeF95SkstYI9kn9eesfx/+bqqL675rvdeFsJut9kfzYrzz4xvXrKDp/RJMXv8u5c14c8Vwax0if8Lc2NJTkNh89XyeEJ5dU97/iOa+HB0snvVFfic/3XBr4SrvVf1yy+u75f77V68nPuX/7PW4dIH58/gj4vhL82orrx25/82bT/DdX1wu3/wb+evDSXJ997rhRqRf9evBD3ScS/75c9/z1mD5w84X8T5r3g28TlzvVF/2v8Ee96/C+aXzYvDcvw+/NtLI9cL3e6rrDKer+BA8Ecux+n356mXwzgd+i//Z64wY/+CLJvhXgiq/2X/X/XCXwzhvzug74124vBx4MJFNd1/HjwuLwzkqbwzky6/LjKa156+eIy7B5bHkfeCvdrqXlhazgsv/qGbVajJl5r/4qkl8ay+C22Rf1u/oNy/7/6tXn98NX37C35PL/nxfnfDGqrwzm2mpIyLf+auonw1KP3xYeXHVQb4cnH6+w/5PGl7Pjqla9RdP/4Jt3vsMb1UGvhuq1im9F+t8Eu94LT7kSi/WuG/PrrOLf/nwfCbT1Yqt1/BFDIy32rwSX2nfmmz/OVY/L3/ykvL2X+XzXfXhneq+H7S+vPX+H9HL/XUGvkuQvov1fghtVU6eqy9wSeft+evrhqRX9YLL6fuG5ui9SC8/+vPw5OYP+i+vWrPzTdP+eqJ7/8u1UHflpFMvrxM2aeXnQrwYVTHKo+Ti/QBvu3Sab0WEfnr9+CjSW1W7L/VNgl6b5Pqi/v64V4c8X7MtDt/3ye+qy+9/Br4bu/h9tV/PXwxufoV+oWvre6mjKp+XwRZfxfl6r8dXS5aO3vw3z4XZcqx9/5r3/DO1OzBZTf67wnDFDU1eOtH8vkwHL3y6ZKa8NdU1hB6l/XhzL9TLEudGVGU0g5+CPN4doRX4Sx5l73l9d8NXfiw8kM/ovr+evmBYaip8vgk6n3D8El3ylBuX/srDHjlecONpT+4O3Xuzv+vX5Ze+nqoJpswrXd/1eG8v1/HndhpF/e+19BuHh7nj4Y7L9+C66+L+g28N5M1jD73/wRdVlXghqvlGrfBDz92ov1usB5QAAAEqEGbYC/AefgkDWGlMuCcvr+CLqsH4a7lqoaUP/9+OlwrzY7Tk8F3LTy/K/F+X5c37hfl73uvkQh631gMr89fdS5L+CPn+UGfnrDk93Bf8EefK/AnwT93d39XhybKXua0vXgh3uyl376sNQ+99fDiX89l8J8mR6n0X9by9xDgNS/aT4Vn/z5qGCQx5bbHyrVenKvUszdyl9tfBJPn1Xm83l/urCek07FKvXk8aUnvLr4OFr2X+vC23d31h6nur/kpvl8GFa31X4ei3Wa/XJBN64Qal99aBhXL3rX5dnB79leTyP3OTvgkfJz68EnJ8V+CKQ6zNiT34xQHfm1qvPW2bfyP6BXyfpLc8th97u5C/p1hnTqqcwiff+HtmR2Y8lvfr9xvOohff8OZzTcxflLxp8y/95Sgm+nH8Gj9wQQtq9PJnUZXv2YYs+vIRN+X+vEeHaZqKaL/LuCTDIOl0yE+CTVvFv7BJdt7Mv+uCLnir69QUbrPBL/Bv5epsN56/wH290Tz1+Ooqwpf2vNzL0X9PwVT7jC1bfe3qi/+56liWH68EmcvOfi1qmDDxfE8sTLz1jY+9iaYN/FeaGfCHPhzqnF4ez1689Q5bFwzBc6iWc5fr8J4yvP/8NSTT1x0a3o/XkvvL/1hnyeKzAq8Gd/15efwbl/7xOrfLleCTJlYsvv1h7xA0qZ2qrb5+b5/PX2cOyX68vDfteCLWrKL7r9+HMzeWGplbfg589fmrDdy5f+XBJe+D8NS/qwzrwzLQe/PWQGy/14a52hLZyL8JfPll/DOVrqG5Z//rwSbu+4+/J/n14SeCncu/PX8em7K/DXNlf8OLUA28NRHPKesZRf5f+sMVC3v44q+T5S78mbzS+FqrEXT5eo7//ry5M5f6TwRXbc7Nz8nl/wTdzPPH4pPDk3Xw0iVr9F/S89Zvp/Sf/Bz7vefyeLi13hvyav5MIhBr56+HJYWwf/BFrWC1676w9d30lk+3LLcf3/w1e9gYrVmP365b3wYT573Z8MbjwR+PHov3XkqLy417k06fw1qk6y6XtN+i+/+X/6BJnzw/KXCd1wal/rw0SK1qdgd7/XuEJ/81UuH/l4jd/JBeCeM43x6lyvw103XGa4/+Ln/5NN5u7rwn3b52t9ayg18Nc/sWGYUIyivq83lu7X4IvJmX58Xw/cGzNe5fHWhF/e8+DkwMX1/8m6/k6qXyygvX56hhLifw62TBp6wfnqR+mXPXn4fw9biuX7/CU9/GF/nr4+LB7/JSzS+CGpXTnK/PXLb+vBP1UmQuX7kX6/JI2/4rxXOXr8Oc/wVjPeEvHK/4fq/lzL9bFG9P+XnjXl8uA28XfVVW/Dnk6p5f8v/uL7upo/1cpd74/T+ev4QPPTrwQ3fgrz19s70/4J/Lyf5fnr86J5AUQvrmuIvV4e9g489n4fzD9dOf8Q+tX/Zf+8/v0iLWXz3JA+bf/m6b/eqwd+GPGUGSveTu8e7MjHuP65T+CG7T6v3IvwbeCHqvvwrx1qheuvzFWf+GtTL/Yaiqf5fPWHf39eWTP8NVly59LJ5fq1/wzvdTTDbaf9drN4V8uByh9fhK8z/AeUAAAQbQZuAL8B7eYNc3P5sqhqr5O6P5d0R8JqCMmXedXhwtXr/DsaL7/q5+G+Nr1xm/4d7vBp4emyrvfmzFqasP6+w7e8pZ8/6/Dk0dF+v1yy/78vgn5ce92v1g/WvwW11J5I3K8sorPuX+3oNcL6vykmeF/l/6w2TLxL8P4R+P7l/rxRT/kdZwaLrm92r14bu/W49Af5f/pZx8E2HffVryda4Iepr6/DMm7r4fi/OoJnB4X7//PX5nzJ124KLu+mswonwSb2nflveDjyFmpp+SCUj7bv5V66k8EVXvB+CG97D4Z3asXtP/y6n3XgwmX83qvvKLDMPfeL5MXP4PPL5sP4Iq6sF4czfUqxUUoe/4W1NmhyM35iU/eZJXyeGtXrH3TeW/7KT8GvgqINUn5cfd2JC/prhfy4Xk6q+7/B78vrvhCfH6+vnWq8ly3k8J9273XhqRvXx18+RX99XT94N/JbnhP4Z80MKbI3/fk83fnrPV//lzbUHPYq7/Nnw/yzyT3fUqZ/+TwT8i8n7PwRXvi39rKvPi/w3a9+Km197/l252fgh5tbi/PWV80vXgkvvlXhzJnhjonlv/4rn+eL4NPDh+b2Z1oaRWXkWlhk0uQ2KkSMtcy/kL/tb1S/PXzj1MylwivE9s2H/ryYYyuD7w12lc/aLV6a83mf9arw5yev3l68EnVYqL+n4JI1IiqUmSc/BDLttFqTzZV7g88TvcwNvl+v1w/J21+KpPk/S7wQ10m/PuTdsiRw5/1ik8Ekm36/CUtPe0sv6+bdaL6/wal/qrDmQSXXhi/fyPfPiwJ/TL/k97r+evynnYO/NVrXmue3/gnzZ0r5S+Src3Bx4I9qL6/BJkzf8K4Zj8vdfNYctz17o9X5d7Z/CXmvE4fgjn/ZBv5eb/kwo2P89baZtRpRM0n3gh1Xh+Grt7H4fzrrwYYvpvr+4YSUr2VEuXwvTu7mDflWHbHIWzBWw2IiUHe638EJE2tiy/18HPkhVufRf/UOdysqcXbmHQylios703KXhmfOv0cS1eLCPCsn/PqkTKNLw8lmPL/9hjklvdZJr/Bv5s/Mzt+9eCGTyZO1eGayZZ8ETSY/XB7T7wQzqte/DN9e/VJMnmu/8OdsqPDean/BHxPMX61B14m1WqV/n18NSyvk8EUve5xV5d3y/WI5q6rz2P4z2/XLL/rjp8XdavuDpa4utcl/w9uvE+e8vP1hL2V4c9eWbkzr7DGbvk/d/N0RPDcs+vxMbS15c334IsvuwT1sEES5VZf8nr7Yakg/f47L7qu93Br69l/X9fQY8vwq02/TbNSX67tcN5eKll73/PXxmdhc3k58k9xDRv+fB8ZK/levJif77z1/Gqv6yg291VzH+E+2LkJJf3ak8V56h93b//vfLJnAe8AAACEpBm6AvwHn4JA1y603nrh7rf2t991+To3B94qZOquaTtfQazxu5xnv15N6TX2CHeusv/X7jZo93d+Hcs7930zxprwSbVKKvVx8NzIK4PxsGmtJ8v1Xf6t+E59CP4Gh+qy/94IyYce6rkg1L+r4bOK/XHz5KljCdx/0/9Yvw9dcaLDzmErqZHUeJZUR6sTlS8GG89Sjz8oLsSnqMQodyF/gk8PZJfheI/dLdfbbBJsfevl/+g1Ox1lgVakYTIpJP+FfPGSXaGbxPV8ptBLu68M3yY/5th/fXwrxeXlO8X5BJo/PzypLTH6MyVKNMWb3zXnb+rCuTBh2hvWZZFFpUymP3EWAf7BhzLnN8Vxw3ZUoV/0JtyqeH3sGnhmTyN6hG8eNMsQ1/8L8rm8f9rpLwkLf/Hdo2bJyZ6f0CDdz9PfhCq5L8dDzNdLS+r+GOx9bupE0WBJgv3tCb/BZpqY3O7ufvcL8MUl9MtFJNw4w65PKuGIoz+HM/1kEfmmncOwRUcmfDMjO6vV8bZevFy8y9aTIdX4YlzU9T7thu+x/l/9QWyL+9LX4Xvd+NZOPlySVb4LJM55j3VczIr6/Cuavd68Yx/wYV0i0LvBUEukbXPv/gwhag5zXdb6s7+RfD0r3L9X5+X6mTYXaFAal9/w5HEz+L84Pn9eoL+Vvd3v1PXNowivwzXVcJ+fd3VNW14Yrpu78I6vqLWdb4Iapryy/f4Ld7rVe/C08d7dd/DXJqNNW2Vl+su78ltP+HN76j+nJa3gvh/DulJd73bqUyQu+umkj3zrz4t4+bUcuD4OC/bdUGry/yRkqXvaJ509COo+GOfxiZvdc4OCZ3OJk3c6X/6BPDS3vPIpL3Pz6mHDRh6XovuviPDflv9eC/kbxxZqHLt18MRW6Vb7XlivGyaRak8d9rUO6pnkz4qpgyHUm0l5Xgl3OqUl0pfX9Xpa4I/He3Pw15v6rA1Kn+/VE8GX1PvDZSfrgQe17j/+Ebzs7pFivQ54NvDlynfeWOS/+G5/1+zxspu6895Ktv+/cK615cTfYhn9Ny/gwsbVa2nHWahi9P2a0f7Anw/4ek/e/L7sP24HJfBSLF3l/9w5zEIcR6/KG00uF/hzxu4qtzp55kT/gs5cr342rn4JtK+he+/PUgvKdDq0v+HM/ta9ZeDqrMqIGMv/qF77d3gHSonosoa/4Y8k+WK+UuHL7OC+GON67Va/ylj/4Zp3r5xS35f+sP4bqfLkhpqS3f48H5662dcHfnsXIuQL5B0gTZJaHwGnQcmCzjVNfvLvz2GHsn68NXZawnw+k+ETyf4b8/XHZpr+i/0+F72tyb5fOfrvXuHKRMsb4Y3j/XhyT/CUPGDob2H68Xt27dv4f3J/HKmMhqTnuUVyobSENv9Eihwnz1/w4l3b3/BhUO5bnzGROZSYwKzBvInP5ff8GGbze6dfDVZur+GvL1HJ/lP/e+CWkOMyvm0nmIOPDM8jx/FoOOvaHTCKVtuCSWuGOeQ8x1zRPwoQNeadzoo8Z/C3Fd68M1UMrf/p/CtdDWOLqN39r/9Q1Sci+sO2ZYDI+H1Jov8GGsVxyj6pr+zs/76/wYSSGV7UnmF+VLNv5+ElEqYZhz6vL/rhupOrOe/hqTuv4bxtsT1IGqI/cjYE4NlLJ1tfhfqapM6Cxsg9H9lC3k34Zv3UOu59Bf/wvvbj/dZwaZGwP57MVXhumTdZy8Efh+g4b7ZPcn4NPJDfp014Vkvtctq5+hX50qWlW3h3NZmThpn9X3yKF5R+eOeVJ8NZI+U+xsXP/zTRSX8FXlvd5ImZ9x8K7dtZIluvsoe7f8GG7tZe2sZSbAf/wQdDPBaV77/4/Oq//DfN6mFCrBaVn/L7/h3uueML6XOL9BYYrP4MM+botkp6yA3KValT/hbcvrZG1Wv1NJl/C/IxbI3h/gnK0aKSP69fgkttbPxGfH3ar9lH5n4NvDBpsyZ31KO39eHJfqvyrlL/wUaSI2XQ+q8N+bs48zcj+19i5/1EcX+F+OLzS4ZbRr+yiRS8/DNEGKYddnX9Ikf+/V/zbvT335og4W+Fq6var5w9Hnz/DldcIfo3nHSD+H4geu8RJi8r/4ZoqyOOy9Ug5fJna35sufz1H9f/8LUrufPIL4dy/61oEXiHMr8Vnvy7Xm6qDjwndvO3v3e9ery+5M5/DWtVkWL/wcL3Bf2zfJF8vkTImVPXvz9+GpAy/F+yHIl/+G62018Cf11f/rwlPmsj/5Om8v1pa5SeHPCtow/VmUulvYZ3PXyyPr4OC+rXhXGoR6hA/3Hsgi68i3wRbvi3+Gsfy8fD85P/8L+aUt65zM1/8d207z96868PVV6b735T7T/L6au2CHjNzlB6X/ugUc3nz6k95vrw5x32v3LfWu546TL7uqh2rWfO98vs5FhkSP1Y/C+e8PdjjrMlnj/z1hyXXheTw5d/L8lu4v8XP9dWga+tfuL9eeuG1rf/hjGqdnrWNR+7MuqBYL8LVJ+9zjAQ5/+i4SeCUla1Ie2vzbVZf/oFHm3jKtXrLL+64IuW7fupNwbe4ho/89fhiXl1OmTzeXH56x9f78E+q5IeFe5oz5+DCTN+7aj6L56/89fObHS+7errlBt4LubN7RRV4Itwv7yrwQ9tWPyWo/5a1y+/66ov+6gkk/Ysvr3WvlC+9rd2Uzqr+TzZ8f+CGqpcvss8uDVe2CzqT7vijufq6/DV0k6+p95f98FvPr82xfmlz/ebN+aNsvmL/VWF+6UdQeGZuasf/CXd73+aseqwal/dd1T+oqP+5yR/jvLM+9ZL15NIub8NZvr5fPOLXuCbl7x/3YAPOAAAAIx0GbwC/Aepf/W3vmDT5dl/Ws9fzKx2N+evD7GSptr/LSt34Z5CxJq41P//PX54FQRkvPk8tp+4JJ/nO2rwRyZ/l+a1p/DfDI94jgS7vS/waeGPN8JaopLOJGg/PN5bUmfnqHbiGJWieSVa9WHz1Ntfrz1GNP+Xw1eWPvmCw8N2fhsnDL0tiCKzf/+cqtzGn8Gq1w7ZUoVVZd+pXyhlJS+nNVBnU4rwRbpcyTxfI/cdXAQngk6rL85cvxiBN5/CVVbU+cnmJu5C+4mTriEvrduCTbta12kiuAce5Kv/BFVd69WiPBCbh73U+v3g7L/PqGC82DqljqaXDXFQ2sv+Wf+BD8F3VZffVe4fnR9+GvNmX5kc3N5plMng895Sq5vPXxv7g84Epbf/XX77n0V4XJzZC2rz7UM5UaFnRr8pfv8TzZUZ9wcF9rqwQ7xWyI8ERT18FefL51yhfN56mqcN2/Br4Y59vJ8U8yCYWli8M+vPi+2U+G4a7+FuXLnj4iYcMhOtkKswylg/w/uYa+O+klbzS3h73/DHVNJG7wfDaznLnMhm5g20evhvy4vxl5oV4/RxfH4J7VZucZsovwQZ/k1/xqpRw+jaE+GZwELTL9fYfi+HRzPa3jfl+mQUKPoZaS8EJL2vr8Mlmfv+MI6jfwvd+3V0siJSx/34Ic0twDYv++GY5V9j8J/6MmrHlfwze7q3KEw7gI4vcF0/ky9f4TyQnfzMfBfedcVXetZmCwe503V+HcnNd1PiXK/3+HfP+CbL2e+FZiDeuC/y/BD+B2LMnH2j2X7/DvA1tHbqrku82X+8Mffz9SUOfsXDknutcEeX7vwX6iebyr1/IJhrCkvr+evvuXCTj7+/DvIvpUiseVYx0ZBMo6Pp7G/C1Z/Pnw+kMC/r/iocj+MkH4NfBBnhDjo5l1dV18U60ZTrgrh+W09HqrV/8v0957fZKa/4b8O1Jz4SrgTX80c/hqfLzjP5JS3L9eoZnzqZSWJBfIH64PX89fDzv//e1tOvC+oTPz4VZNZzsNQ4j/hre2wPw4iy96xu9/g+hK2B+X+qnCXm77GvDfduUbx5SX/iMv6I99b4Ip8+GX/XBfy/L11+QadBdfL/9BesrJN3dW20H//y3P++sFHUTwaTWJsv6DRdYXw+94b8bZixwm17xhvJjrrG+SFbun1xf3KdVYi6d2n/7DVS3qV8gMT+X7bqgx1O1280n4aosYF/o7fP8v5NYbzS6twxbX/4IIY1P6eku0pCTxsq/+HNa+Hwn4ddwgi75Ff/wjzLy3O5zXS6xtJLD2Wnk/h39bv/tNyg+X/7DXw/GYbwzanImlk1eevkFKYfaPhyq6/KiwyipZfp/G8dZXDFk7C/RDaz2Vz3+y//Yck+XxcNRUr+d8MoPdnwX8eq7n+rEZTmmdWURxwOXwzyHXceUK3WZ/w7tUu6R/u5m4JPStNSUgM2Hq4NfBfy/yaud5Q/l6j1hodl/rwrm9KGgVxZwKpD8NJUfYvjveX7/BR4dzQ1kmFWL+y8eaN+C2+Xkz6/C+kXLd76/BL8VzKKf8F/LLtHHlkLRgrX1WvkMxerUhXhbklaPDw+Q/Mmia+w5UU69MI4fuMKEaYczVF/VcRvbkv+Fduks1V82FyI2q/l+/wxHO4Odcv1PHrRfRfr6PXHSqvb8GvhXxlSzsni/qQql7j4ruZeoxu78s9S21yact/PU4RJU6Nx9Q+teRb+CPl/OPgqlz1qXeWSRy/tbhXVbrr+Gc+68NwzugyqSfX/D1+v+bn/56mPTiZZ/8GGtLVpgQk7Q2wH/8K5ftTbX5aw/R66oOa17/aH8rF8zhjem77eGeb9/Yahwj91+H3P/4L6k9SZ4PxkWBx/DEn8b76hpDCeG5NK0OTz9cXxur7K/lnJ2tf5CJtl/1ybn/98/gz8L5vuWEbq14Q9osoaEna8EuX93evwRzwivN+CnmZc/b+RNuLL/1hanKtzvf5Agbb5bns9zD07fv8L3bEbbK35d1huaOYPDsZ/wrD9U8/LEB+/F6ipu5h3I/8v385vNi8FUvnsdmK6qly/DO8dI18pYJtN0PpaP/hqHsjrlpPOCiZi0PdLLaxJlLOKpduesspbVrEIeOvPwX935cUi1bz8fh/bZfevDe5EmelpEPs8X6GenL+7qCPl7u/Dvd9tXd6/OPtRjoNmvD9nkjy0fdQwz33Epbg1L7/h/y4Q64rc/8ypS0fe0NJ+vDdLdwHb2mau1Mkyn+X/awV8OPP8elkPu3wb6w3fdfnJ5Vyg5eCWFXvxiV4Ne4e6mKctDRWV7KS6mZd0EofOfGvCUoY03Ln+evpsX5Rf4b4e9xU803krPNF9foMcg+k7mzUYM9u//Cu5H8YZd0My1qh5tF//w7yRfP+e/Bvriz0Ev5/4ataqEOzigFXeedKdHe+N2l3uSOHctFarzPro0w7y0jR177dRaINfDmfzYv8Mok+t8L8ZaGxw798bAs8DamOvLtef37z/7DRNU4MYs2reYv605uXJvOVfnZDckrDnwv474xsyvZuAf8J+In/D2gy36R3y/wm/wjy/4aje/LlTW3h7ls0oell/C0pFWE97+hlnPywMRqiUwf+evnEMki1wZ+CehyhrSvmrw/XXl5c22kD0zirru+G/LRY1IYvtK3zIe+Grn9dX7zvUbCTpSXk+Gca9nUOcCH88qf/XhfGZwiDu3WNj4kPtC3/Dtkr3e8v1+fcJKHIIv/0epUkgfX/gwybdOusO9lxKHA9mTTW/+HJHN681Sf/4JMv8vwX3L3x2n1+Oz35f788rSI0Z//+Gbc8arNUsOYfJvw7Wu63l5+px65gP8JfMXy/14e1kRw3TPwx0d+GnO1/Bv4aruoakl8oWBNtY6OHP8O46pPrXp+eOZ76z6Dj7EZPJL2/5/VNdGr5HFDf+CbieSZ04k8K6qpuuqmEZIJMHPfnqEnNkttPx9i4frrBNe1HGdfysv6+GfM9S7jHB/7fsB5wAAAA61Bm+AvwHmvsEgaw7Ju0om8NcuV/KHj2Qv+9/q5+uVeCLy+CQv+n718v67Qjy/NT8EfG0HlBp56/jZWxkL/6rWX7+gYeTSZ2TPHZZV/yeCi77u7t+W2tb+gSXe+X4mf7ta/PX5RyHIYx89Tpzw/XhOut79w9U5bPtYd4T3I42qBY//tEqDjznXSDq/h8hfXvC0UfEftv/KSHb/w3cu2ssfBSPL+Qv5Pm7ui/fVhnaVcPhvPW4K68nLn4MLUmDGJa+oc3S0K6Zd3+Ceq60/a2TDNWksvjW/f4d3d9tPVMgvh1S95eDUv/XXnqmpSf6L6/14bk35kqayFjBa4+z+9YY98K6Ah/uszl+fZSnz19CwMP7u+HMlepxyH4STg79eTDJw5PDmfJFl+c4QKsLg38mMvn/BPybe/Upfyd689Q9fz+UeU4dy+F9SsbuzwYZ5P/wTdStJnwWubF1I3z1X4MOT91d+pQ42S8vn4NPOSvw3b+4TCD3zS04PvC5d3d798gfnv8M1jyb98fSHgmdeCLe8X6wfhy96jX3r7fr3Gavr1lRfr/9Wg38Nea9fh5e0NcETwT7dM6PI1qVees92/l8vXBGSpb2IjwQliOeqWuQktP6KnGt8NktVXw9ff7B11wa+CcuzVyS6sv+3gu83IvX6n7f56+G6HkTL4U83w7cG8UudTZ1l/utEyvwSYd9ypBr5BMfy78UbbamUcvlrIoMNKK8Zq6Q+EK+VcIeTzrg289Sh9HOn5PNu8xf01bDkIMt+WBD7dJZz6cmZQrHLMv/eH+f73vfLkq//flrkWB94Z1dEodbZ/5C/30CLsb4TeE+bLuX/wz0h2X0O8OKU8Q1GpQEDwxWub6pjGBwRfyF/e887SqMcQeBGeXmonuD8v7XgixA/3DL+/klzcvlLy4XwV1zSyy0zwvUvnr+GJa3Bt56g9mf5fDHD+Rv3dchQu+/Dk+dc/LuEewcPkf2iRUX/fP1z8wt4PfXCvDOda+EXh3vj+CIrv1KX+v/MRUteJu/jy78GGlaJBdS2U/+D7wYc/0rwQ7Nq/5G64MLn+XV52SswP9+5vvNv8vlKGN3/Bu/oLmqboCg5kvSay2H78v6L9r4IfNn/w3rVhhXcpefwyU28ovmC61l9dXDO5/r8mkng6L+u4q7+m972Cfit933Ijz8Pjqcwz15d6b89fD+xPV/5ubRWvDnLHLHNP/wrTkQ3o65Tb1eDfwrvac7tWRfb8V4IZv+VeCLwg+DkB8QAAAvlBmgAvwHn4JA1l9ycv/0Czm3JmoMbMGnR1eGufMX1lEyrVr/lu/8sm3vw155r/D0nCX/XORfzL92vDhcMva4z/9+G+GXtcN9p+DMv9eHPLFfj2t5L4f45/2ml1TXIGQzn3/ySbefwzNlajX/+b1Kn58H875kS8M5t1YDyVlb8v/PlJpDW/hosI+vX0Y77g18MymZNLy/CbjuFtH4h/YT3fzcCK/c1371pe/Lb2gJi64PF9hfysRI/YSOnn9fJ+Xx7k+94d9zl/3wS73D793dS3wzlb4U2FGmvvw7zZJ+pM1Nr7Z3NvP/Fz6YHZFn/hnDmTr4RceGvHeDov/2rq8El32k93vJ782EL/rq8Hvm8KPffJSR9YLp/3nzlXjuqS0sk8hf9UwR7vur1eDfwSS3X4i/BHye0vggz+ELK98n91k8IW5wQ6Uu/DFFVZi+Zvuram7loslNYGprvBw+XBL3Fbc/9N5+ttIPJEnswXcFyeeo3c/69cvwln3t3B4X9NX/Dt75M+HjzDDXvzLTwWc2E8mcJB3J0v8rz1PAx4t//Nek4PPBJ5flZf3dQTbJc+bkCOX/fgRS/34/xWnu+ayvfEyYSPd9fa6iC/9qevCuJ/5bSrfm3uDYv8vhXWsQ5EuYFX4WV9eoTl3XzXfhqK/rDEf+X/3C938Vm9fySlW+CTGceojwznjqPa/9+FYY93zep1bzJ+Dby9WmX/ewR73eTwtfdyINzDM+ln+TzX1+TdZffVUX6/g495f/BDF0/TivBDSUg9nabycsaXeHPE2JeEek9ebFeDjyy8f963z8JtyV867xGkf+a5fXL89fx0xYiZf1JeDh74YmIvvuvGv+vDU+neF9PLDFffheGV9+K+sLTy77r+Ua5f/sMTSJmGPfc+HvcP8EmtRXb7wTSetiTpxV4bz7VT8oSt/8kdkr3B94cK+aa/lkbX4oma5ftl8EPL8EX4vu3k8G/n5fhHy89B4h74I58+wOX6968F/JqOEvnOsNrHPT8B5QAABcFBmiAvwHp4Lw1qpPWz8j0E9WXzT4c1ovutZfNGvt+Wl7+/UNdpNfNQdSNy/v5tXiNwW8KPu0djrXpl4JPpLBn5Jn7/DfjcSodnL3VR+dd3+evkCwcZk/4Iq3d36+vwn58dv+G5PTrKmUMz68MT/8y6mfMgRZ2Sv+I3VXqsv/LhvD1TE/1KvD0V5+CakvjxEnoNi/f83gjjPX5S+rgyVLdo8v4Z9xmkUMrH/4EHxe73btGL+l75IwceuH4bKliHHP5+WJfBhTrkX1edZOU+NqhkQ3gkJy0g/BFz5qvL5eDryeTl8Et2n1qQW+8/G+bWBSpvzce7RfrqUEE8vu1lfdfOmdLRfXaDzzaaf61+CfuK7tUo/EzMe969cJl+CXGd92R/fhXc5Pe9SmmmvgQHvgv3vhRlajMVwNr/N4Lpb7nS/Seevt0YZxUG/gkpP5SeaT8X56zNY59+F7kN2OFa8wsh+W/+CHmiOtFQaec6/G/7XglJFeWX1v3BhpXiFiFG5B4S+Pz5fa0KsM73SLwlzOm8h5L1BZrN3fy/X58XzaUeKnfw1T3igj95/14X03ISDDoOfntZLnN/L/7gv5PPEmfv0iRhLwX5M+G9TglDx7r6L9/hjx2nZ9WTzh75f78KzQ2J3eVkXw+v36Ky/veG94aUxfOnKOP9e/ZT5waeGSPMJ18NQiHCyp56foWC+TEHvN9WtIYn/8E3mi5tvl+Hsi/ivolWakce3I+CD77S+/epRUX/fCeX9M2aL+vYcwwqnvWZYwycg35fXrPY+Zd05UvwyTmyL9OHLI/BAVqt+T7lJwrHhNxjX/BfcgrnUrX1+YSIXK7+F637J9mUeInf/LP9f4ck2O0VruTbh9XfBv4S3e7/w3u9bgkdFf/DNPVaRs/l/vcdvfl55VLl+TXBhUnRZXqp2hxcPzp+nrhnJex8vSNih5y/60GN7zZt8M33flii/7Sh7hkYIay6uTpyj3IIdEw/hL8/3VQInq4+C/x2hMS8vpzGzvXgjjKJ+vwnyS4v+GMv+NiGg2nDsm3wa+CDdOZj4ekx4bzS/56/G7F714Vh5yvaLq9QxRdIxn/hG51vdcK/a8Rm75P359fqiH3RL6t+GuXlSLP5xf9+CSyf78E0n774X4b3XBjtf9eT5ODXwxntLPLr+RSZ8v1+J3dvmz4JJ88I36vnww9f5+rQTPFP8v/WCfIfXDGTtt34ck96nsMyzjBX8nhvlvB4TLGXHm8Jd3xz/8FVbki+76xfi+HvcIua/wTcm/j8q7AGvvu/wrlXqXhRq34gL8rw243+FdrUq7sQ1fcpnvHYzbW4ceel34q893fRfX6BhuTuieyt2NziG4ZvuLf8E1Zn7j0ZMUnhPd/Li827/hm76huE//14I7j/uZQBv4a0nNq+ROHpePIX9bw3m+uPaf/NcZq2vBFtKsvwzZ+fQh+1QSBO5/Xm8n+Guelc0RyhLIfHgdHi8v+lhe+UM2OO5awm9O+GVy+/DXd2T+NvP+X1rwvFb9aqYcOHzCLa/8FFU8v7vz0wzqA9k/+FsSw73UJf18zBUzluvlEwy9/P4NF04X6myEC/VxW6QTWNksRv6vYU/00tJeezghefHX/wt46mp9JRvRgtnDXy/14VqYqcM6rnXX9Xxm6gZ369Ew/OeL5QoEjzB/4bJydfoey3B5iJ4Ia0riuv8OZ9bnv8Pd3819yeG+MravNP4NfDPlxf8E3hQwKp+rkFNfnqNpPh9bfk8m7v89fDMxYrjyeF+WVb1+Ycgj8en+E9aT3/WL7BREv+L2b6cJ56+e7eS8Gvgj3vK/BX5WpXmdO8+kFfju4b87+uQchfXfefdP1DN31c1F//V68FvLTu9V4qt3w97Xgmz3SP9+EGz1wxumK3iXu38tFZfJ3/yb2mvcN11WUyHrSymWizwIHvVfwRT5mz369rfBDd/L1nL9f375sv1YryVyDwDygAAAN7QZpAL8B5+YNY7RsfnrQhLv7W9Hlbj9xgj5C//YJOWNxL/t/5+H5g/D8NcXzZfde+Pdy/8vZf+WSDPyW/79wtveOTHKF+hktk156+ULkcUT5fvfPX4buPotGbwvS0nP2v36FEReNffP9e4c1qvlP4zLfgi6lQa/NPPf4I5r/L8L3lRVT18/1l/5ctZpF35uHNx7kg0L+9YKa4xhQ3//ja7Fe7vrzXfMtbBJVcxV5vCukv91d+CLe+FF9I/3PnX4JpCKV2n6g68ubvsv9LmvuT3y5IX377fWG61qWZEP4NS+/4JJf8py/r/v+WfOi++ufLHcsL76wWx3/3vy39Ah3vFa5Nevyb3Bp563l/116+5S+/5eW8vr+ivRf6/L/6QIiO/FL4Ykxdz/YeXQ3flyeCCXfd8a95axiVL5weDny8ZX+GN5u/dQ/en/34IsMrxepfF5MyRKfyeToaov/eCO99Qa+CK98V+CPd+FeCPyb3WTmz8/X5QcfcnmvevDWRdLypPDn/0X99w1rHqL4bhkbochf/WDUv+uF5MSkZknreEfnz0vcGGbOXpMivGe9+CSF1f1v7fn533id14UdP4IYv9X5Zv/hfzZV8XIPB36HVu6fAvw3J8/VHX3f8HHgl3u97Le+XnlGl/71gg68X5O73MX9VbC93HVqQfn52o8f6NjS8UvpVd7/V4ERd4VjGdfe9fDHcqBf7JH8brVVq9tee5fOLKGLl4OV1z+HZt/HLh1/30p3lESeHuL3vKwPtnXyg2xhiagPvDfi68Mafy+CPJ+K1uoThd93rFxXUG3ghn/9l+tcvlj8K460d/6mSmOS347xU38Xwb++Xyl/+68tVy+bm/1Bz5suT8vuH8qPovr+FoUymRixzd7XQ+yv+y/1eHY6Ij2j2+6cXxR67RNEXT9+HOq6hD4Y//wSb3grw31GKQycdkmj9+f3ynzH6QNvF3u+devBNzb42uX4JKTkQdZf+1v1xlLkUEtz+fif69+epvkz15650pKevCd5fU1cHi13GWn/wvxOhPSv34Rs1lwLIX/l9+0Kvebf8L6vokZar8tmCi2B/BFuSvhP7pJa8F03XvfKDzw358XaNv/BFVfqetvdx9l8u6zF/rwRYX0zlBz4V8N3xTbSlWZRefZvTE+CfzrwxQ/fum3u/NPnXhqMs/qGnffHl+A9IAAADh0GaYC/Aea+jBqpV8UvsOb3XhlTXrwtxe+6/KJl2b31imL/9fhzqJsu/w5S5f+XLJ4vRN2DNd0Gs76rw9DWP+EOqV6va/JytlfqCTwvql+S4/3XnqOFluPaXy/vrP4eqWSWfZvzfhCDmkFd2CP/DHLwyPLeyTEw5A3DU6jCJzXL7156/VoWasG5f5X/wR9Vgl8t7z+CLx7oPwQ9mJZiltb8u/u8OPYNi/+uXyf5C/15bveX7/sv/fRf6qybv+EpM+rk8F2T+e+UHfm0z/v1m8VWs0l/k5/+GZI+vhDx2XsLb+wSdVf9XZfr3BJl96ovueTQZ5NVQtl/8Gvgi8JL+2r8s/8v/0epxwMWV42J3JvDmIw4uQEQ/1/gQS/r/69XhXWTd3b5lbaafwRaquUR64V5/c2mLe/J5WAa+97kL6/ghpafV5vHWRX1nt4bkc/4e5Pe931MWPWP+X1/Dk2v6+wg/F6eDwv+rgkm+vX5OTz+S5zSXL+tYS3fFZe/V56+dEa9F++sEncuvXgv3h3ACN/YEb1jf2H1rv24OHy4Q7u759XJ74hyb3Te5vFeTxfBz5vO2+8M8Kfe5zPG37w7zK1yTMcr1wzJvX7lj/DN718Oy7oWjXqK2g9L/7/gizfll+tKwtIuq3u+J+E2El7DcpfvXE8G/13dzl9JXeDf3nauI8tSLpfwT6yfPDlZf+/L+/weL3WUvhGX+q+a/hq5a/vzW+vLvOqN5ubrL/rlxCxg58EUvFbu4+bqrL9dWCG7vr8EUyNXxF/X5O4UZS8hRcmbfufDWZ4KqefrwxpqnuOpggYIIZHtZZhFwvMHXsmk5PDfaP1/Da5/93vMX/vLqX5i/p7gkrWxByvevDNcZ/qP9/9+4jd33P/gj0rsiPBJyPHtIvw32y6/modeX61wzi/qc1Lvhpb/5+U9YzG/wceGr6rDXD/8TfNcf7fwQ73ZJ6laXwljrPpX/PXw8in7E875fv8Lau8P/dR7H/+6xCxT34OvDUiZerH5YKf39eFicTyTLqPf21/8F5bSc/Wbr7MsWOE/BHRP5Sebd/zdVfhqQjusdabFP33girSwiDYv6+Qp//ggyBtJkne77txO/IEg3DOfL+/7/FE563L7fiM0vd0/X8RJ+1qZe4c1rHhyXY8o7/1ysv/zH4eEnaXg28RTcjd9MV56+hj2liMvhW+ue3Xxj/BQHrAAAA9dBmoAvwHn4XDXE/l4/Rf4MWkov6+EvN8dfHl9fsOTbqvDVZ5PPX5AnDeZRBf13Vzf/56kD08yK/+rUX/2g1z+vlLlWTr+G+Jfc/giF3tg18OU5Ttnz6cNqwPX9EyZrz1RvGZv2vs1O8vhCf31J/Jpnrw3wxJjXzh6H50t+CGWRfxZf+J16k3GQjBn4az/X51obipb9w53fFRPcyy6RvDmnVdkT+i//JItcEUzH5fhzk9Rma3Dj+/CceZfTfS0bDMvH16+HKF/0Gd7woSuI+/DcKFxQa+by4/eTNeHJMS1854979YMv3/EF/64OvOVSVbOk/XnIvyaR/L6/RpWObwS3fyL2svrT4nl77tLwxIv8sSQXcs/Bt61F+FvK9rpVcmGP/ov7+CK7X35p/evCuOMsPu+xKaKFj7+vWKvFXOQ+klXXBoX7/y/34VyZ6i+XyUyDqfeevsizhhLEL5JtfvtQ/z+f99YpHrReTydN35dqq8J8nvqDZe4I73bwm9W/F6Rx/vTP4arP6yuk35ff97vr3N5sRf/bLWv5Zt4Ny+u75fv7p7eGuJfOLCdvn+X/Wc+Cru/+X66bER1fy/Xk3ui/X0/L34Iqb+GX/rDOX6nbmf78EmCflzy1vhbtPgr7r+SD19wdF/r/uy+v5Z1Wq9ywfP7nzg197v+8vyeCSaV/WX61zebrzc7fwv0wnnZitalx2Gt6//PVLbx5hT15rlfg98la5f79+Rf4Zya/0Cf33b///JfLJ+CKuX5fhnlwgbl8OLF9eCbu8+cr9YPw3IvnJLSJ4/+WN1fB0/dan9dZf/lV0hff+QvyX8G5f9PDe7u4/Ddvdl9PrNySUr3z2+TczzrewXSR75/lXib7ueGDZb4JcvvFc+Iq/dze9+SfH/+uFevV4u6fn389Qh06/5fWWX16wV+bGm/y5Yg391u8v++sEvl5sy/r4azlH1GO/9e4KLuFVefNj8Efd6/LdlrzVy4/JenJ78vBq9NV6y/f2E8jb7v8EMNnRHMXpXhmNLEfpi93wyTP9LTwrf/zYuOU0za/8EnJ7BF/7wT4b3C5L/i13ieXLd798tfwRVNTlBsX3vwSc/mF+CTmz34JtpeX5S+F7sr3qsIllC5Vg5w9aSQW214765eiKmXf6L/9vd5/NhpU692toGvm8O5aX3V1rw9fbaqt7w34ZX/Ofz9UGp9/N4JJe93Hw5a1w/Pdv4cufNfpHfNb4W5dpkmW1tcO8r8HXgi7vVeCTnxcIr16Dcv/uCGfa+ryeGvxC/0rkz5X5NVpdYcxtl1hJ5i/BF4fi4jzXZ4D0gAABCZBmqAvwHyt8NBrd14c9/wn5vy0+TlpF+Xm+X/ywYeXD5pqN9X/+G+f1w39+DPyQ0k3P+vwSdSvZfvn8/lvrfuHJao6UXh7ce/XvwSUr8td4c2KXqUPLf/he7qTlUzTXyDxNsf1avBDz/0Ghft/DMS/qYLnLFR/rzSesWX/rCe8+LWvPWHYqSwPfe+ept7j//zVX+Ca75PWxB4vcEk0vKvC+VfpXU15Rr/my5rzb3B6vU9Xw+t/5fLKxInRfr3l8NZr1+M30CyLrXKTwRlO+uoOFriIXcduQ29/hu5Tsa83yDGHl+v+GSHJNS33xmb2gxEvCuPtHzP3MOSwv68RvfLjk8GHnfN9WeHfv+E+W1vdF+v3Jnl9e+Dp9OCKL/vwnveu72l4Lb2taxWX+uxvV3rJfnytf4QeBZVrgr7uTfzZgg/d9k4hzJ75P4Sp2oZyb/J4clyMmK1/hybxeO8YZGz7f/E+X3WvPXzjqz38GEi/1Sl898wVXnr5ypQoH7Uxg1L6/guyY+Xv1+CSZftXrFl/28OVr75nGD8fFiReocivweBNqz3Ckr/Jy/XeaovrwTS1Sw497uTeGpfmzDTjXIzDcN7r8bfHSvyXK6SVuv7/Bx4KruX3SfqrTeK6Re95fFa1wgfJ/cn8HPkvevVh8u8+ov7ctAo1q9Pr8E018/+X5J/0X/qwSb3zqL+quGpfdpfH2vkq/BJad7fgtjrR8304re+evpmTmEgbl/9N8rF+bx5fgmqqU+e1eHKvsIdVn9+GeK2yAj3f/5L3l95bfBwX76sX3N587+q9z/p9deTu2XwYanfmDV6hyXb8fB+/4Zrqv4bwJ4O/fl9d4Ls3u+Icda9QlpXz0/PX+Ev58EdTavqM9eg4L+u4e543bfamovjwnPMaXhqQ3qsnr68L3f1eLHiHaJf8FlVvj9OX+V+rr81334rkzLKq6D8npeIwnxfo/hwkmmXRQT+O/CDYv/dHstojK4+P/fknzvy+eXwzRiP6+Hm8pYen5fPWNTt8f+Tm9F9fyeP0flvqDXo0zRulPG/PX8NQ1aqf89acu/+GYX9/UCDbvn/9eC+e/IKvqHW4gWUJf8EJb36vGwJveXfrWuWeH7J1DtzDg/bUwiMJ0FeWjzfQffCpH3xlwalMnq0a/15Lvy/1v+CTqphb3w3UOPbXC6Mn5PXGAa+CuuXL2jr/U/k3l/z184ftHSn89pOovD+nr/hK97v9Vcg289cfMOF/Rf9aC/VOSXLL5X/89Rjv/8Ok5sy8uRj3PQ1aNLuWYTh5LssFF5S5PL4a7ar4bTKh9ebya/BFy8qSOQceCTd3aXwRSS+Gu9cpF9gj1bXpV6gmtS7Ozk7GX+61dT+g5w33iOL/BixrBt4a3ar5en160t8niHDl+S/v16T3y5l/y1WUB5QAAAP0QZrAL8B5+YNYIW/y/huFek/X5SpNyrX/BJy93Ut8OW618bi6qmTz1w7Sn69dZfL1ykH6/Sl9etFirz+/mCoftEv/tC+rXL69IvG0GDNdZPiv4W5jJXJ1TdWFDvccwNMHmC5PND73rL+/k8Q8T4uMU/MnV+Fd1vOzWSt/l/tj8fi+++7y+6fhqbET3g4YTJo14OPd7/k7a160vtejC/pvgh7vOQc+HLt3Xh1fT6L/X34I9X5X5rvovvrYIZP8L817wc+evlBpArOF2/JlX3Rff3rw53dc+t+Dnw5nzX5locSyPlu+lvm6Yl/x93z611pCPBFJ6zpXl8uIvv+C+Tci4UrF1njJv1vu3f/z1HZr0vBv5a5evPWGUu3/fgn7vm278ENZ/ZL5qyXl9f3Wqa8Emq4oOvWr8mK3f4Lr3k/YE8vP5S/34J5ctXefK/JJLr33bS7wQxfdyDfw1tUlmrMx/zcP5WvPWVZGYvDZ4jz5vkTOPGY5f689fHnbRQ5PRf/v9YK8Lztw34rj+Os3N/Jicvuvju7Mvl8nu8HK1yava9y58/gnkzvMvgkfuaXHuBBL/1gk3fCrz195S5guR/Y3zZh4ybzsh+2lH+/4Lu2pF+xfhmssa+6Rg//BJpx1syg88M73UqElP/vuNq/WD8NVrX4QLXH8O93VPPnqepkP8hfevJ5cl9d1Dla1z1O//gt6pDR/2pa+X/7NF+Dvyb3Xi+qcq/8NZ92ZMm/sv93QI5t7wfeGZt649rPryUnmUrw1enb6NkcdXxvw3b1WmZ9L68u9/hze659a9eCK7+Ennrl6eXShZeCG0mttfQbn2qscMe/BqX/vXX5LuX393vKX/6DmPtesOtpx8bx8FF+6WTLfhk80vOfD84Hpf85l8u6n8+XDWn/Bv4vmy1r83d61/w5y5bWXfvvLdS29CI8Vnzy/8Mx+V9SRMpmfkqVheaZjrzXfXgju/UG/u3P68EsT6bSsZt9xe2/UNchJVc3/+6k6/yFvf5SaqvLF+Tz14ekhmTGfvwRVXrL6vqXV4NvPytwIHs6M/2vcEmaW4J61fns+OzjQ9/gutH+nu5+CO8flecS+/qCSL19+5Gn/8MyZ18gnJVqvUEXh2ak/4MOfzq13aL/Bu/cMZ6+bLD5ly3/zXllRf18EPm50/BDENPW/UEJOPVYV4aK6WvmWkfa1cEHN1pvsPvcgvwn48xerXnqH+59r35MrbrwnVfJ/w9u+bKRkt3y8N7p8G3goLyVpXfX2Fo9L/dN+h+JKbYcq/2X1+zEu7n89fw1Jrm8NUSyqYMex/l9r8u9wb+GbT6y3OS/5JIVmfi7k/N4rzZNLL4IpmO0B5QAABDNBmuAvwHp4Ig1jzQ64JvPUM088pn/hnmuv2xkk5vBJJ33Hw5l9ODnFAw5nDU6a82q/nufyWr8N8/r+MXMGfkl/fl8Vl8EPnbF+CKMMu2tyvBJnivGfgw3NnNiOV825i6X0HK5vEq4fdpD10xmtf89U3PfD/fhqWvV8i/rw3xHr3ylw7IdBYNfE1NDveX/3Cd78sa8k2d+LvvztXm7q1r/m82fBd2nzr5WvsEnLz/q8FU+Pn/5pIoPghpJOZYiQeeCTNucX4KL3z8+eUR5or8v7/Xghyf6DXzTKO/DhcuV+UJB6+3L2CTJm4Xhzz4pUzZKn68hKvI+s/pnsiKMwlTW+8F/d1kwmMfx3Hfngh8u6g18nlYP56nrKf/L/3hYr33d2+OFj3Zf98F5B+V/l6+He3uH6L++teXJ9v1g98N3vXx8b4/8vJn56ws0/k8ObvXzic588/vePMvhm7vXzlgyipbQZ8Ees3i/L4e/PzYrwa+Tn/4It7sX4bzeTFzUKj+X/fViQv6/Xgh5slHPwrXT3P9xDfafyeerMZilv9eeocX7NSKh/BwX1y9ZV4ItI0NlP7PWG7cfzeHPNi4yn/k83Lmu8N5P6+GLGTuybH+Gt69daDhuPOfjRHL6/hne+vymrEJ0IOPX03nr8wpGTU3hvVahlLL//z1w3JuovB14u2uuqX2aXJ8LX5fHFRf989Xxlr78Vve5A3k8l6Tg88t95fX9xHN/k1hN0vhnmOvlfJv4I/M/Uxf5fDeZfVuN6fovr/Xnr5HjoLPl/089fe9s8MG3mzebifWD8FGX73wfghql4l+uU3i+7reDbwz5GrD7vry+G5ZFfzT579a8Nc76zI4fFu/l/3y7vN4JKpfSF/b8Nc2dfluct8/tYYoevPXzXKPQb+CbHKvzfzf2sWX/3DO74X4ZlXEGuX91wzvdfuqPS/1C/dFqaK/hjarhZebNHXgmqanKkvl++qvxfbNp/t5f1XBDn/DC8tz5g49ak8Em98sv/tgtklflsnY/BF1VhL6/5f+8u83Xluf68ElSM8q8N8dmtfh5LoIP+sr8M6d5RvuL4NPNd/7mYrfio/l1cmGv4ZrDvs4QAgv49/wDv1MDg68MyWzMB2BFib+I8V5fNjcy/paaxV4nuy3dF/11yg18Ek/7D4IstzUgy/qlha0cpm+oU01wn5eQyKYwLnL4IdquH7tq/4IvL6k8vl9+qkFB356/bjZ4l/V/8K+ZfHtJWGoqnw3zKS5a8LE5sh7pP9CPc21/8aXm73J5vWOtzMyJw/+Gpb64O8Pov604vuVHity+uFv7BFCrKuVwy/95Z/wbF/XwRFfdvwSXvcy/v+/yELzy34a581+XV5f+819S+Xl7ZX+CrN+VfvfN9Hr56mSsuX0v1LQal+nXBLnx+X9689RwoUPN/wivcEPlzKA8oAAAEJ0GbAC/AefhwNTeHVBhNSvy/+4JN19Xgk83wvwT8uT2/B+/HH419myL2vhnxlwKEnb5//z1wVfK/frW9cNkzfh/CHwy/hIvHu5vL/y4u773p76uQal/9wYdXb319Kf356h5elCn5PPWpp/p/Yrd3za78+KQXu2WMhdkvBF0lg/Dl9pbqW/rwvesmJ/fZFTmf8Leb7uo7twlkBn/JuuuXcPvfBp4Z8mZQ3fs2/4j1ivzdz58EmWWxKX961wrxPQy+fMGvhPy/cxdeevtjocW8ngw3L+7usz5zXy/e15f6+/J4yvyahRpg789fmHZ7N5b3mXWHMMSeOvw9J3SybSrrEcy5FM3wdl/+r89fU8t+CeQNz7m/0y9QW73XdgDkv/v+eodlS8p8NofL6k8FHlle/fq1eCK7+pfPUe/5g35C/X5b3gRPDObPb45O+/1qi/7p35upSQNfFadzEefF5vNV+S96fWeoavj6XzeJ4zJwq/ipV95ytv6xWX/rBZfO3VWyf3i/C3NHHTsvPP4N/PXz7r8Et3d3vSCi/vqbu789fP9P4X7ve9Z/T/4Ia7bk3kvevBJeP07iX3/e5cdYNfLeq/BJfdqfeXjtLZf/evJd9rXDGTMhc+LG2YWKiTy3ktyd+bk0ufLkZJelvnt+mSD0t/k2+Db3y5Rf37ov9+Gu7r4Zl17iv4WyRLmfH1DI7z//gvlfem3r8sg7avL6+paV964rJhfu767yXw49XahXipbGbr9yI5VtYeufF/hne9bZdPyeLqny/Bz4azL36W8v/568MW++/mCe3N+Xp756/Iubcvk1pfJvP5f67/BD1TO1LfExL+96fea+sv93QI+7yg38EcTh4PzUd3+CvjC35mMi/WX99QR8RzBl///F7d8/PpFvhrda/hoXLzF/9QR9zlpwvPb75Zg48Nb3ceOC/b/L/9Ak7lpUnhqM0+s68tPXlu0teercZNn7961+bdpoHpf91Wvw3n91w4ln5akNkDn89fIFMOxRPw3etfs0tJ68NzddTVduceh+L46L/9fhyW866/qefySVrT5ui//e+8E27u79Qb+eoYW8UX9+Gs9dZLNPQx/l/gmifMced7zur3Hsc16xg/DObNRrmO5FKFb2wHLzUs9/F378q6XuL7vGqd+FpqfcxFW5dn2Y1Br5btXfnr/D07knhrL76/GgmVr7l+/3u9F+r+vBJrWV+E49TQvXhR7I8lwrPS961lNN1+Djw95vqOclkUj6CDLS1/4JMtOFOX1eqBFjC9zL69a9J5vK1rE8K8d9sGX6+Hs62hlMHXgnnhybucUhf68J5qv0ry+v7y5f2Fb75crmeRF7L7/u8+fu95PNMxwb+CLU4bmYk8M3tk6+VgwvkL/Za5fq/PVE59r34nmyTO/eNsX79wlcV574DzgAAAUlQZsgL8B6ecNRcf78pf18u03+asznL4vz4lzNfrlXq4fhzu6/lHwy8DTw1nyqw3x9cErQyz/w13eL3NU6L8v13ghnVPNx8Oc/qUfOpMJ//JrTvrk8Ob364cbu/rz1w/ci6f39AkuXL5fhmN99Vmkcf9e+L0X/awj5u93vf4dz4ueXm+pqkfmBphaYX+CSlbXvwjJ/2ikVzBt56hrqf+i/95bd3fhzeq/uNOyL/rqxK/sF+9NCk+LueCc7iPl/+w5J61ZZMF/+CLah33fgh7MXX7zf+CG7u/Qbeevn+kvJ4UdF5M35fr3Vv1g/J5cFvvBJTu+UGxfdLw5L+vnrco0vPUyFnD2y/8pd3T9TkW0HpuP/ghu/lEeE8ZMfIpdeHNtzfDw5w/4JONrLB+GSvP6hXp/wZ+ciw4tOwS+/o9caRbxL5fW+11+bNebyayYT3qteHNaTv8NTp3vha1KOtavXzmTqq8nk1dQa+TxloEeevw7nzryU7375v+HLZoazpw1Ei/8EOXE6nHw5WTMX8lkHwceesM+/r1ZKX31sFu9upa6USeGK1ve6adzv9+80r39D9V3d93l/9Sceq/n9JSUJHTD63/tS/+ob6Tr51d4OMmDfyd1Rf9PL3dl/+UJ7pu3eXwtkz4Q2q+H5c/F+H9bXPyV9YdpO+/Xuq/yXffh7PfzebJCP2CNrlDpSFCknJfhnjzK16d0fg38nmiV9YjUe9Tn+/LP9j+CLnzqI8mbW8GvvbTk8Nbl9xeOd9fYc1MG27F3PPOaYqTi683VNebMpPsrwQbu8l+0XfGfj4kHav8EeTPq89eHZ13/HdWnfGqfl/3wV+XvO99X6wQbF++sE2puzVdn9+CGleyvPWiW8lN//DOruz8l5h+Tw5nzU6Z1LX/yz5/kjP//DV918+aa82TNeCXVIhE2deg48M82V84OJI6y4TPxM/76G/LfaXm4zV1+HbJ8b797uAg8ZC/l8vTcni6d/Pvyad165QbeCHSu356+MmXC/J5sIvu3vu79fX58XhyJb9+f2WBdn5f9cEmFlfX4Kt7va8eOEX4Ia0lc/Ld3/OVfIPwQtpvwZ+TPCWC8bhnDjNu8YZffPaKo5cY/a9eH5HPdqced7N2B0UJ/NRDz+vBBFb63y12lGQxudoxeH5ajS0sE5IY8FFfcWfqI8M3fUNLJ/14a5uv2xnXBx4V7vWq+Y0d06pF/+xW7+bPhvtNL+HuGJL/fQJJd7yesFeS94NfPw+H1u+q/E7y+H6Ly+9eGYN1W3CSOiMKKTV03a/Xh3Jh3bnzvfBGczdfZf6800f8+KYsQff8nhzqsXhqZf8MdTY+7Wrf/4aKluvmTPo1L/hwj3ylHC6UK/g38N7l+vnMwmw5R16hbLeXevpDTyKEWn14nbfH/e9cvV/l6brwRcveKvPWM6nT4bZ77L/3r1eCGXx1fvwR33c/DMf99Ywv/L7qS4au+v8ll1br0GnmpyRy/+p7n33DltGlr3/wQ33i/DVqZLy+oTcfaMNLXG5PCVCTDvr2jjLTZMndz+A7ECL90/dLA/dF9geEvbm7UMVfD+CG8utRRHgwqq6qvZAtHCX/z1LB/6WXQfml32+fYrRwvKt/z1kbf/gjvfifnKpFoT8PzfwZ+GvN5346n9F9fy73a1zk75+Yf/rF+Fbm/z5rDqJ3/+5Jb/ebpYP/Fbyth33EF+38dyfe5I8R4arX3zizr+HZ9+5y4I/TL8YkTG5X9l9dyQ5np9+H1vuA8oAADKa2WIggO8mKAALwUnJycnJycnJycnJycnJycnJycnJycnJycnJycnJycnJycnJycnJycnJycnJycnJycnJycnJycnJycnJycnJycnJycnJycnJ1111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111/46Y22GOASP17YCPQsBtTPcGnqlbGEfBloP9RX334ADP0TdPUn4Icsx2bo2js7yGPNjYACQK4cnRiwPP94aMIY4DcSlcmJQQ66TMBCLms9aVIbquETdJwi+ARskNLzOR34HYJB1kyzA09Mq4DKxxvSooL9EpSX7D3gB9gfAHmYoP/fXA+YA3WmBF/1mvP+9AACAJsWgWzfE4PJvKgOSpCcXq4lqzIGGK/BLpZJ++/6/bEE27KIGaeH/8J8ABIiERgdjDw/xcRYnII277u/1JEmbjlfffffffffffffff4/8EhDg3AATIxs6HMDBfbYOE/10Yq5GcoHHDS4JXCC4rAr6AXMc/W5YgcIBMGM4vfQ1uMs8z/ruQm79h4wfA0NNwAfafYMGOHj/BuFZhqQHns0zCQRwKm5BCjvPb8b1y+AI5QDHIGFUoAHjQCABAOL2GSJkIGABJYAZm3hVw1QSgHABRKDhsXKrZBWh3lKW+pQzeARTmaIUVfPnaCnqA6N888DIwzwXWf9/jjREqwu/Mptj2gSQBpKpAFC3Uy/ACMyM4gEOLloHJGrRxaAKMegfErkRwjJPAJgPNnH3hQADARYbSBxuIFjgtFHvgVp5tEDADaOtEVJ4cMm6u1/LwqwV4NRQdDI7sqXvgY5Rjiscw7JzWYAXnf9hccInpDDx37uPx0RAJ4S1FGGIAFhrTAC5l9BhxAP4JGmYRwK0DCwH/tgMZlRzZ0NaB+wcACDwhYCFYjlgCINktgAdCHMAXHAQIFVY6t5pVG8Br4OE1a7hd4QAw38BPVf9Oaf/GewBuRdvxpMCxCAyKDcGx39a7Mt/FSxa2JQIgCAoLCABApQwhAwAaWAMtBtXDXD54XzESxAABAD8Lh6ADbTzSFHfvdtJAY1uteeOMD7gv3fgBAIGS/sApY8jObDNaYApie0rBBxkfcZ+63BAwX3KJ7QQ1pjm/CRmgwlpl/8EABC80IAa3AueuCxRatgCajGdSBtGI7BkgDIL6DqMinBkcbsBj1WHY3fMkWVzIOpxI2IPDaW/7EF1FH4jwWwFmheNpcWEUsGIs9KzWBn3CHPDDfkeyOKJ+QBBxk1dDkkxztIIAAQCwADAp8IMrFwHoMgOWA1K44gDC4QCqku1Y4hy6UY/zASH5PH3BKkYMpmo3/Pb238aDBUO/6IBoEH4xRywBcZL2C6NEAexI8AfA1MkVVKvQMbfYEGhjVFEPVrVtuIb+oq1EgggRQEKhgOyAGuskY87eYhAwAaXByZlo/AL4dhUxkQAArmMgpMGZ8PpaAFJwsXgY33XgHWyHC85m/vf/J1ir8ArgnmOEKCAiPJe8WCLWKgJa0N+Ics139etxrD/AWnhUFFeAwABNwAgUDUYAqnMXUjud+LgPYBw1c9cua6EocwioLwUvRPKqVWw3zheFXjFKn/4GmZ/YX4AlvgLhxJIMNAZaLehB7b0yQcWeZbMeD4rWTJNhLt4QAB0AIAcHQpBqABpvkpnB4MDYBgBoKqlcPKSqxzcj5B4gLhJTw3lGDJ74IG4j6gmmyDJChDlvWXsKmH/+f7/s0d74A2dZG/QdYixgMABM3fSkgZrWXIBgACpShIiFLAAIgAmgBFKDsAiXGveDAs9/AWTCgLf/ECJZYAUamyNk5QdtDnVxFTCtXEcc6kzj+gvOgCRANt3IBQ19cYJNOQ7IMuBOvFzAygJH1wHpzHPqIVux8xsdQ+j41mp+EQ1KBwGICjcI2KCzBQ4NQdOBrUf52i0xLFIrtdsw1vHS1aQzRmRlfvGmG1hndb77wVFV+tpUSpUOhUnEe6GYtcn4PIDaUgFCX2QY/wmLSAG3xBQrgMAAlAv3PMBQ0154D/oKiQE7R4Ix+TEWkEEOWJFQBx6XHQwVIQgASPx3QDWQJOxRJoZsQEBrl/7FKUxuBdEs/sNUswR/fA6Yap7rz3Xxkz6AZv8P0gRslRz/OP9qgZv9SDzcAGMja4RIl8QPwNxtYJ7IGmk2TAGDgYJtxQ0kqoL2YRjRAWQkT6SCAJOwYEklwPQASN8QSOdSH/2OaWHCB2g5K+tgrIWoBQith/8XB6AR6wyPm6XGZh6EEVP56xoMl8pEbP1/cdX2P49PAUoA2Y5kBD1/VtgVAAgABAlDcEnfAhSzi/unz01jBEK8GW9hJktJGSeKeOrRpdhAAEBwEwCjQQNF5EAwAm1AQ9XwOLaVmzLxQMBeSdAxrNGBmEozTJTA9oKP/MBdKM3MgASL/mkAR6Jp63/1fdH4YAVmAZXABL2BnI9KcRAoqmI3AsDw27YS8JMiIqFJWhLJyhS6xTwAwvwoKswW+myKtMgwCoAKw2DYHaRGDphHiN3FwHvbBOKBKM2ANRZzmkg6gGlsyW2iSdj/OyS2aBqYbH+53HC9hvXv+oNKROTAOmsqDh+AeXHQYsp+P+rRLXgXMBhx0QRndMvQSgYAIxwGKJA8HoPB6SftB1AzxT3h5ENfsLXUzgdFAasSD0gIxfwy7CVWf8h2YpJcArDaUhQKNFB+ENhzhpr4YARekMpghY/5f2/r/DjwhwkHCYPHBdSSYmoQAAgGBR6gQAKsHABGUkHGB0qMfgPlGx9CFAnjcFSKQs6P2W4jBBLlIPO/fgAct71BP/3wZiUY+xv1H7eYfVRzhMHawNBu7/4kOiKhPCoB8lDcoDwbnASfMgwBgSANspSAKEuphj+DEveyfVBfhwLgaEKMRywCm4gWKCqKPfAFgonEHnMvMPNKpvAVNGZHL98V/gfPLmwo43+cfnmiEfxFZwAVxF2fjQIJiEGNACYAsMiyGqgbO/TJlaUybYCBAAEABoAeBwFhiEDABpYAjNDJygl0W1iY5ZsBeHtN6CQ9WAowre2Lg9AEKzREf7y9IXYuwy//1rLMhm+mKN6f9Fq47k83AJBFR5aOL+MVxyGGN/6lDDlc+CtmLNfPUDAAEaAQKDUgRnptDygistpB9VzI14uigHC4bT+k5E9ukV8JRPPaB8R8A/YbLgD8xmHIOMEvhXU3a6uY4gwLJAXQqZOazyCI1zE19nvYlc3GNPvvvvvvvvvvvvvv8ff4cUP18ABNmY/1KAAwIvWpUXghahmuuuuuuuuuuuuu+8Neuuuuuuuuuuuuuuuv+F/tRBwMOBR5QBE2JFKSPBOrxUBVh0BiRm1o6DD0fg9EQ7sMmPNNGF+nggAD4DHHlwAlyBIUFaZE+gXY9+yqhBQKUEaEn72ONC/6CTJlwE6sX1WJhNVRUQa/Wz8bNkBCv6ssfDGBjVUoJE8LF2GIc0CE9rlxiLyT162Hx4PTAiUI7m+nRjrUBAACAQAAIAoJCQYED1zyQhas55xfvb6sGSkBmAs49SR8Jwh5gXrezpE+tIUzjNyH2dME//tqxLnkMYP1aWmYq+Vo4M92vk0v0DBvdyEJYKmh8lAfIDZnG4bSJNEpWHK4COFA7RUieMSpnXywBmj5jeqq89Jf3XND/OQyZGxTuyy+DAAEAwAAQQAA2FGAQXiapAZwU2ix47ADZRV4xeAKaD1TIfmICP40GPseL9BEReW/WG0YyGvDO3z8+Zlrp7Tht4wt/c8JKmvSiCwJ8opo4wCQZMQt1ss4hCheDpEH0MTp4TDlJHp6mZwCG9tO5n3CAAJAACACWAEBAYB10dhf0BvDiK/003ZZ7Eme0GBoywFng9IjVAI/Y5CO9GUILVnc+o4UvWeAY9yb/69A2ZIXOHRZs8w17niNnNWoCS4e0lxIibQUCQoQe+o4xdwzM7FsALK5erCEAAQCQABALeEAAYBKoBsK9GQnnNuU9wJmQ4AAgEv/uxIgNkiGBReN+LZnsaqoELow06ChZkaMwMN00zVPQTrGD18/mNs8G4q/8sSo6KyoMXIekeDDbCsAvFPOmRBxYCWvijgMnPYIbTCV0ql4+DVWIzu51fV3lkgrTHj4OPgkByRQ6DKBnnLwJeBAAGAABADHBUIAAqMbgfAzAWFSCGrS3nAYCO0HvfBg7Bs1gc0hCfSHDaFS8G/fsDhJF8Lj4GG8bJzJmRjyQy2MULUz01eaxeHRWJDxLeqISgfgzXgsoYr3j+AZtMNwjH7mWw4eFV+aBcuzWC5qDoKY3ZawgADQACg8KBAVAkcvZJh1AUjCwIyqDV6xBi/Ls2RBteRyPG9vxddEq4Rqkwz/v00HReKZ21vVdgTmf9L0junFLlfuwBU0dj0B9hW/JSuBafT+eIor2HFlEAGCqsNIWAcEcDVWI6sAMcWgfoN4d9eQGIfzBAmAYAAQMDAACAmECDNxxHiLH2C1vYPuwr3BFfFh5YtCYQm1MYFCpzQkOohxNYMsOFjzjQIhBiks/faaIdjw7BY/zIL29EL9QDCLIEcK7rxWRVO2MGgw8YdBIBAFeg9w2uA/w+zLCwsePs4rG2q090VwgBIAAIKQAAgchgAgW4OnKYwV8MMODgASNQYIi5QGwyDqSV16u3TuHbKuM89IAEOY/MDA6N86bsoOTgxy9dbWjD06pgn83xtU7Mgj6R1vqAM+RlarqMruAypekd+N4KLXf4QAQDgHgBIICgBb15YpU4oqrT77ndTCeODLPM2YXldwJtcA98Hwk2qBDxm5xNwJYcybBWd9A2IqWgnvg6kL7+GqLNuogS3IaxQLiBjbYEJJ5u9ke+XjeP/gEcSC+wcbaDogVufsIAAQAQgbwJACPLk4yRqN+99t7eN+pRAOuFabSngYPzA77hIn2pSkHxR8//+AyhThnGxPqmR2JWVPsGetQmb1uQN+AvQfNAgpoExg7BnAAbjjXFqEb6/kT9mVWtgktTVZLc3+2cIAA+ADAcAyEAVcAfJ0pJgA3Ah37VB1vCCgR9TwFMBTV84bDQ5/1+Fk4aLl/ZVoMsTMRvlzllYY2QP9lJHYUIfJ/fVE7xK3F5wE61H++KbMt1frxCWYitqQu5vwsYNan5hAimGAYAA1Dt32+7DkTSeAYgUnOxAsAAQGpd6mthKzgffpUcLpB8V+EEAFZehiEm8Jp1+VuQ1sLwBVPwC4hP7EGZCtDOvSAhu7KIXQ6qBLXDhUkP3HmWbQUvV4UADALAQmAOAlTIbsgzglo/912XkNwpOPHoxoAAQHIE4JhcoTXE5mRmEWiyz/2tp/BIiQUf/OjUARY7KIyxLNmFPdAWYTVE1ZnDLZjOkgflCugSaTxg5YBQ/h6iPusmcMiGrGOXmrQhJlqn0jQw0qb2liidaM4bDuBZgU85sJ4At5pYTB6gUhAAKEEGOD73CaFA/imPmPXDSKAiRjfyq4TlA3i2vzapJQ/HAXx7r9tophlVOhhF2VPAixKwicllAyKkIUbbD2UCM3gi86o5uKzY+G82x+fFkR7FvZXioc0cSW08VK49cehlrtjHM0K/Ure0G8YllkNc/xZPwI5CJ1HEEBAAECRYAAgpgcAGh8fMTPiAV4ENfnToj4OsBFgU2ykEEohB1IwAEBIDfVaJ6PMSxio7Y6h4T0Ndzf0rRhbfHUQOFlc0BvSaLF/EIFnvaQbIOP/J/j/AGBNmQmQarRZ+sfKZJVBAACAQAPMhChAgDFUAQTKoTtYHSR2CYEWBpm/ycgF/yMQAYDzM3nOQDgCfcPH472lJOfrM3abObgXwJVyCKZCczrZARxfLysO9+BGSgxXQGR97AIdwW8OK+KlFgYUI02SLCjzAwEGAFQgADLgvWIw99HBCjwJH/g9w+GWlAqzz3gekOGCzkGcXYkijzEYZt6m2/DF2budwhaGNE+HaxcHIBkDWfREAiSH4AxjCgVorTaHABwMGLqNfx8DjXNoAtO4qi0iSkQcN/de6qSVoKgFVkjisvBGAAECEAAQPwgAD4AAgDjtAAUo2xAq4RPAUWsRUhOHOgwNEMDoZdADuoAAgDnAPxx7CGBM//+bGHJh0dtUa83x9tZtgAQJHrdOKIVBQNDxxH4Ai2PRf31yCW2vMeQBIxbTrwGKIPoIAAhHAwQhDNsuyHnNymCx3oNCC0tgBgoK1WlDWEvS68X06FG/751YyVhcBgR1HMaRBeuqyVEQGqLSb9IENo66MmqLHYFHSK0tKUxImSfnmNdCccMI+2AKKyPLkoXh7CAIDhJUIKgk08hywVDEiC6hKKUQLp8qAFUBBsqcHQ1FLJE3nnzEp2RsBIeiHRLsLpq2GCDantlLUMmmUdv//sN3+Q2kbHukmZELaS0CF/+Ha3tg+odrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrr/rX5oqDgaKT4JQ8r5auOC7I+QCFCHgpv3kNUqBKAYwSmpi52D/roHeWSD3KIvvoVsswlLQeg+/JwPjT79ERbOlMV8RF5V7Dnvp7LqINgWPwIXyFea7+XwXppAVShFkhicmYnBwQABgFAHAmEAAZwBRGNbYMaN3x546no7hsyixJ2Qec3KQICJGAAEAWBPTYnkjqQLU2mQoTn08qtczAijfv2ZQ/QiBtT4UULM57FzKW0CUOCZmloiWVp+yOV0r9rbI1fvKHGBRckAo+LB1iB0A1SsNo+S0wABACQGAAfFABQEAATUOoDpygqORxAN31XMnk2k+xf4zqUPryZtxL/YADoBAgo3mweGXK/z6cCoE46J8xRCkRI8OKf9zie0GWMQmbLYoeqKnR5NIPwExtobMEMwcuSliOSHBplp51yUbZCJhLvkjyfmCAAPDKEAYIS5YmO0ruoPe9KgIAAQApf6BXS2jAARQMJ/WlXqDcP8uYSQ3QmeVABtMFlnA2tLwQWKrv/fs6rSVYC3FLBQFLDE0WwMsnEkvaxQ6EfsXPPBGVhwp5rQIn3rFIFEspQElFjQAgqM8BGDiCAAMgEkAAQPwoBmB8fmZA6hAgFIH/tU0oBH6CUDn33dh5VZiCoCSV8E8YjEPP+ZciCa8mH/aHDT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o3AFarZohgANdYEBATmDl/++T4BInBAAFAUHHwlNQU4d1FxDAI/eoJtixKwCSD+GgPerQVTKcuX4w/Rsd/73ZvEr+/sJ6MYnOhAeZsBBDVGomTMFthxOXoG675yAXofaYApxtDBNqZwAMOBmfggEOUAgIAAi59tJzY3CGUWPdH3//a8CwaqDrNL+9e1AmcHWcZ961mhfx3IDf98wmxu589boSRiZQ6/fbHwm5SouCK37YNmgcxcn4ceC2iXDWEj1RD5GVdYBEvRh8EOHitHKhtgqNLJKTEgzEbTjVSK0IhaBmKv94QABYAAQBwFmAlhhQhkyAIB05wc8x0sZeQNzyZJMoHAENBCb2UIRngrXr7UkSwpU0Bv31T1DFtTPxbSNhhPrsV75vVFFoxg6X6eWNiBnWnCUHcAULHiUlsv+biYjpIKKqn1gGF+BYocoQubBYPodG12MGKfmkUyAC28H4QABEAAQQAAKLhAECKfZ+wz8of3vDrpuwRApMOEHAuBErcGCpishEEzSvBS/irwySp5QpZy/7ATf6TY71HGwn1BkTVUVI/mqhtg9fpdeZsRiV78bTuCIo8xmfpMvMXeANHxEVXrLypxcLcTjL3hgACDWAKAA6ECf0FYjBhIxSh4wxmKYRdPIQYIssooXeeZKTanlixPazDE5b+5kdBiXPMUHsQWrqILvKAxBz82arpDXe698G2LvGtHYEXgYf+xMTyaPqIOVAfYiglwEsOqDOPb16u2Zih0Qk9H9hAAGwAINkEABFY8U+bFR5pxDQkFaZago+MhQEFG6dnO8vDS4FWJRKDFAcnmJkZhjRbYNIgdEBFkUNRXfj8QyKuqM6S8CJrMQcCYA59gEZUzKAAxsUbWRRvAA3ABF2LlGNuoF8wi0UOfJknkTjgWlOagGbWOmMOIIAAQAwAgABAC4QABAzChgAXFzEFJrPwFHiXcj1FxlQt7CEIsPyQi/4BdngaJgJH/9uZhHmKKCu3qYMpzKPrxI0Bik5NUnb/xlrhObY1cyAvRHsYlyYEe32wUAKOp2GUli79L/pFFgAPziaD8nqw+352BAAHQABA1AB/wgACyAIRMaoLyXZgMCw42mMlT62yTAIylUAAQCxvfm++A3+2GPeDOwqABp15kot75BgbwGVHJ8r+5nsNVff5WadAonbIBbv1mRKAMOCt0MOjlsK83GhUhh9jgwO5uVFzJlZRKjc6QBACeQJeAkABAAQAAQIwuMAXuhFY/qh6EFNqMhE/Nxgxcyt3hLMcABL/XhbGYmUKFpM+wzGzb91LTBtFOKi77IxXVAnzV+p5IH+gTNQAS7Nq6EzX+FTbxav6pKSDg6qk872lPIBcoakmU6TBt8sGDhQQo9pA+EB1ekig4bAYoKzggACZxSAwACKgACBVp5GL8jhbT5wQy05wKWHUjkFij7FGZUbMjYTABD9/1zOJ4JwsNd1VxazABrj0VszGXQ//YuaULlG+PesOt5snT++AEF+Fh2mCONNNJiILUPEPob8KqR6sh+EnLhpwIggA+pnkIAAQIwACDmQiGAUIGPf1NlQAbAcZKnVQ+YFzLFHD3xX+lMfRAmAHaZ2kegmJ7rhKG3a7L+SqvVId7Z7ENoiAOA9JA+yive3U48h8RCIck0N7fysYGA6BwACwMliLoUnngcUZc8AqAKbPzIIQDUwrwMa5jQpk55CJnTwDuTDjkKrtu6IAWRI3/vXCugKCiEwItfE1Rq7BGHDPKk6fk1jn94QEDgS8GCBaYONZwDZCgAxvXVtjCI543/wHXe+u8vSDG2aQ/dORKM0HOwaenyZoHpldDcXQezaYNOwXIstkevBTp49p0QS0gL5/MHHIgNwj8wi7lsFwnDjKozFQDFFdgBk3pIQAAgTgACBRJwQABIAjlBhrMFkOVquAFNokz0jljcHURgZgY4/G+PnnrwWJJg63bvMIkKcw2eypBJTEvDt/8kFUos4IH1b3du2kbUN2KpUhgOxsYlTsy3yF/9WkSGYg2agCIdP5tMGQO0+0ggADwA4CwNBgAEASHPp6NM+Y59kNwE8a5+2LU0YxiVGBP2Ds/g3to+NcsuaBm6EKJ/3tczJ7FnUU5/88mAeRm9ZhHU3HNPv2PHbUj4I2Uw+LFSbzZEdnDjWQhfmwUKL+IMJmOgpoBRvp/a2FwxTqt4OGkFcu5+QbkIAAQLgABAoAkuEAnKEyIlawADUAUJP6kVx2ONa3HAZywoiBDBnt/qSIgjh1Yg85z2aaATcTKj5HI4ws4T9uVKR0wNBzV3P08OQCv3YLtcbfWt/2Fwtahc1LgEPMKOBiIoeH0sr5TDLIA0HYWBywZ2urfBZH6CUZuCAALgPwBoQIAyJydM+TAAEAYfDbpNgFKkBCSX7uLaJTMexgAEAoKhRK4GlpQAk9yWYwy8gDU9fqdmYG4inzIgAGoBL52YwRQUid3w69CQsd8QBfPUzB9YyegNRpkWcUkC0fagMbSQAxQhryBPDtC/FlgcjsQTcSYBPCQoAIAA2AAIGQhsMAAkcCe+L8x9X6udOJhYysmBfy7AY199iihfOCQQ42TC2MWUrvFVJHBB+pPqToN6QMy//+fOiz0A1FeR7sjAcETQz+ao6BbveBGgsBSwiahpoFAlAfVAmY8PFvnFmHWSLyQp90V7CwjZIKAAIDYAAgXYBgABADAAEAAYX3sAUP+FOgZ5AFEIGBtMKlGrSJDRC5xMdKU6hzb1hRpRkal54schaXrGkDrZgLE1sqqoM5GnBPkVuBtkaQpug8YWve8uX/f4YIkHxG/HPgCaHL+CQNWPggABAEgDwEAAdCovFwJci8GWDn9/f3Vd2nXqoqIRwUqiA8oE8G2aepUpo37X7Yp3cxe4SI7Be2rL/mrFSY2AzcLGvnbQDR8TB0ndqLHCTW+gBhHrbL/2axJwmcFZpmgTDKAA2kDt0cYRCHxqWhb/SMMxMQcpgUSbAHmR35WtLwgADwAwsyEAAQENBrVdobU9jfIkx9EHQCgQIUKwRpWk9DRSdSDoKmUBkguryRAzwgxxAhDlrDcKYjhyVzVnb+n4bgWlbMLrYecIt7MCmRz53znlkPg7wMnJZQGlEJD5nhiAMCgHABQQQBG1Jjl579gOyULqT5JW3gOWVCt9S8N3LxRFj9fTDNddddddddddddddddddddddddddddddddddddddddddddddddf4Anw6DgYDV0U2sLzMVUbQnp4210c/hAAHQEAoTCC5zQpHi4BdB3I9LAAgASFEBGmYRHQOFSVG0SzIrB5cnci4Nz8LagoFxYFjM00mzEWxNvqu+COtFYKh/wBKVsGbS9gm0A7WY5tfGACHLGRwQABwAAQIbAA4ICwOTfqBs4EWcb97vCyYZlgjDwGBIdqGyKAAIBt7u4vkrerZxLyFiJhlthML8mEKJvLPsaOngwTJhF6lsSZ3dBjmFotk6lQPyLjqhjqXX3NsODPODqUokz/UFJyVjzzBZMAMInnhoI1YTQqwhUp+A1UCAp4KjwQABQGuwOANmkjMx4hwSih5kD6eKCcWVOPBXeqbcJMpVRttESDPOYoRwv3Yex0Yz7V4Je/q3kYPiK/NTOKxv9cIR+Er59fl9GEi0V3zm7YrVjZqWbxaJRep9Mmq8v7qHTxNA341PNPwIAAQEgFDgRCgACACgoHJ2QaOZSkEkci1ggB9J9KnjAAEAQXTV7DAgunlZb4wUOE7VCgeW8QzvvRgwGNgjRADRlwRwkX9T04wjrAoPH1bno/u8/4V0KK8mfIthUDUUHaCeJ6d1NhAACAMI4KDDGKg+P7zbJN8B5pCq1GAUDrnfJEzNlQoX9wd14NNeIRGfAWzplmF0UlZ5z0SZ8gDkNxuAePEB8GhBFhhNaPA2xZCd1iGSpW1JboLE0Df14lUmkyU5r98IAAyAAgoAfCAhVh4GJqwywg9BzRpangi9DUAGNAHojmwKEXBQcGCmZl1AET5/1dAW2w6o3/7ShyB5C4Vl8ffszRXFEhJ25b9n+yCQrXEkxHM4bASltsTR7xoR30JnacANXQp3TAbavJgAM4AJwMkzFzQL9cUHIIAAQMQBQ0AFgiAAIASoGDSzaWY6vwAIBoiAwO6mAt2wkaAyrQ6hwwUTtZhfcc7FTAYLOqrxqL2fJf/PYsN5ugxEbG3F3q/M3DytVVQbMpaKFQeAe1sFQONEgjQHvCBhmgAaqASvpwMDLASf3I1YVANZ1xYEFD9NjLWEXuyiSmXDG7Yg2opKbAwmggABAaAAWLCAAJOADBIzoOAP96AJIRq0poADrnAgVcs4YE46GPz5T+Yt88fgCbJrPp1cb+cDB8TVRktBBbnvf9qAA6KCggOrrd/kMOLZcVvlmFVSOYAYX4UBVlCjS2YieNuB0gVefmsB6uAATiBlmvQyNTn4ANDRspCbQcCbwJPJnXAgACAATZCAAgygdvGk7QAMuKolXoUAduq2tPbGzAaxjasLwvBpZCRMD0oFrVMFJoOXXPBOAX7m2FYhOduM3Va6MihQAB4/89ChmwuY3rPoM34ahsCOjTa82Yn+ZPirPwwhPCD4RKNBtxZJNM4s8T4BqaBKBg7yFUd8BT5h6k+PbWFjZRjEt4sB4MAAQCAABANDIYEZZnQ6A2HOssR67QnECRTOgAAgDk28Wm8A7wU532L0Er/AR4Ob/LnGhW+Rxv+7HSMZZzBK720U+wDWYhhIMajwF7jiMnaBkSx6jJQWgpMZrDjvEeCPN1kMnmKl08j3aBckAbgSYoDCKCooljFoJtIyQ6RLHBQABAIYAgHAAOBBAgAEACaAaADpEgBKB55Ss0j3SRSw9is3fq/Aw6/Ds0FEdAWYvhpIcdugMgAOYLyPI5clkQPRksiyquN6qZCQD/eQA6qYlRhDiH93m+D10cth2YfACRgw6PYQlf+sh+GzYkrQN3MSfCdJZUxGwcvYmypArWBAACAsAwBboGAAEBUHBzYmONJYie0rGcHpownAlcbd7xEAN5Y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type=\"video/mp4\">\n",
+       " Your browser does not support the video tag.\n",
+       "</video>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.HTML object>"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "if 'is_test_run' in globals():\n",
+    "    timeloop(10)\n",
+    "    result = None\n",
+    "else:\n",
+    "    ani = ps.plot.scalar_field_animation(timeloop, rescale=True, frames=600)\n",
+    "    result = ps.jupyter.display_as_html_video(ani)\n",
+    "result"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Now there are a lot of places to change and play with this model. Here a few ideas:\n",
+    "\n",
+    "- try different initial conditions and/or parameters $\\kappa, A$\n",
+    "- the model can be generalized to 3D, by altering the DataHandling and the plot commands\n",
+    "- modify the free energy formulation, make one minima lower than the other, maybe even add another phase"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.9"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/docs/source/tutorials/06_tutorial_phasefield_dentritic_growth.ipynb b/docs/source/tutorials/06_tutorial_phasefield_dentritic_growth.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..9999bff04668ad95fc7cafae40b87584e93fd83d
--- /dev/null
+++ b/docs/source/tutorials/06_tutorial_phasefield_dentritic_growth.ipynb
@@ -0,0 +1,610 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from pystencils.session import *\n",
+    "import pystencils as ps\n",
+    "sp.init_printing()\n",
+    "frac = sp.Rational"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Tutorial 06: Phase-field simulation of dentritic solidification\n",
+    "\n",
+    "This is the second tutorial on phase field methods with pystencils. Make sure to read the previous tutorial first. \n",
+    "\n",
+    "In this tutorial we again implement a model described in **Programming Phase-Field Modelling** by S. Bulent Biner.\n",
+    "This time we implement the model from chapter 4.7 that describes dentritic growth. So get ready for some beautiful snowflake pictures.\n",
+    "\n",
+    "We start again by adding all required arrays fields. This time we explicitly store the change of the phase variable φ in time, since the dynamics is calculated using an Allen-Cahn formulation where a term $\\partial_t \\phi$ occurs."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "dh = ps.create_data_handling(domain_size=(300, 300), periodicity=True, \n",
+    "                             default_target=ps.Target.CPU)\n",
+    "φ_field = dh.add_array('phi', latex_name='φ')\n",
+    "φ_field_tmp = dh.add_array('phi_temp', latex_name='φ_temp')\n",
+    "φ_delta_field = dh.add_array('phidelta', latex_name='φ_D')\n",
+    "t_field = dh.add_array('T')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "This model has a lot of parameters that are created here in a symbolic fashion. "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/latex": [
+       "$\\displaystyle \\frac{{φ}_{(0,0)}^{4}}{4} - {φ}_{(0,0)}^{3} \\cdot \\left(\\frac{1}{2} - \\frac{m}{3}\\right) + {φ}_{(0,0)}^{2} \\cdot \\left(\\frac{1}{4} - \\frac{m}{2}\\right) + \\frac{ε^{2} \\left({\\partial_{0} {φ}_{(0,0)}}^{2} + {\\partial_{1} {φ}_{(0,0)}}^{2}\\right)}{2}$"
+      ],
+      "text/plain": [
+       "   4                                  2 ⎛         2            2⎞\n",
+       "φ_C       3 ⎛1   m⎞      2 ⎛1   m⎞   ε ⋅⎝D(φ[0,0])  + D(φ[0,0]) ⎠\n",
+       "──── - φ_C ⋅⎜─ - ─⎟ + φ_C ⋅⎜─ - ─⎟ + ────────────────────────────\n",
+       " 4          ⎝2   3⎠        ⎝4   2⎠                2              "
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "ε, m, δ, j, θzero, α, γ, Teq, κ, τ = sp.symbols(\"ε m δ j θ_0 α γ T_eq κ τ\")\n",
+    "εb = sp.Symbol(\"\\\\bar{\\\\epsilon}\")\n",
+    "\n",
+    "φ = φ_field.center\n",
+    "φ_tmp = φ_field_tmp.center\n",
+    "T = t_field.center\n",
+    "\n",
+    "def f(φ, m):\n",
+    "    return φ**4 / 4 - (frac(1, 2) - m/3) * φ**3 + (frac(1,4)-m/2)*φ**2\n",
+    "\n",
+    "free_energy_density = ε**2 / 2 * (ps.fd.Diff(φ,0)**2 + ps.fd.Diff(φ,1)**2 ) + f(φ, m)\n",
+    "free_energy_density"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The free energy is again composed of a bulk and interface part."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 504x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.figure(figsize=(7,4))\n",
+    "plt.sympy_function(f(φ, m=1), x_values=(-1.05, 1.5) )\n",
+    "plt.xlabel(\"φ\")\n",
+    "plt.title(\"Bulk free energy\");"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Compared to last tutorial, this bulk free energy has also two minima, but at different values. \n",
+    "\n",
+    "Another complexity of the model is its anisotropy. The gradient parameter $\\epsilon$ depends on the interface normal."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/latex": [
+       "$\\displaystyle \\bar{\\epsilon} \\left(δ \\cos{\\left(j \\left(- θ_{0} + \\operatorname{atan}_{2}{\\left({\\partial_{1} {φ}_{(0,0)}},{\\partial_{0} {φ}_{(0,0)}} \\right)}\\right) \\right)} + 1\\right)$"
+      ],
+      "text/plain": [
+       "\\bar{\\epsilon}⋅(δ⋅cos(j⋅(-θ₀ + atan2(D(φ[0,0]), D(φ[0,0])))) + 1)"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "def σ(θ):\n",
+    "    return 1 + δ * sp.cos(j * (θ - θzero))\n",
+    "\n",
+    "θ = sp.atan2(ps.fd.Diff(φ, 1), ps.fd.Diff(φ, 0))\n",
+    "\n",
+    "ε_val = εb * σ(θ)\n",
+    "ε_val"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def m_func(T):\n",
+    "    return (α / sp.pi) * sp.atan(γ * (Teq - T))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "However, we just insert these parameters into the free energy formulation before doing the functional derivative, to make the dependence of $\\epsilon$ on $\\nabla \\phi$ explicit."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {
+    "scrolled": false
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/latex": [
+       "$\\displaystyle {φ}_{(0,0)}^{3} - \\frac{{φ}_{(0,0)}^{2} α \\operatorname{atan}{\\left({T}_{(0,0)} γ - T_{eq} γ \\right)}}{\\pi} - \\frac{3 {φ}_{(0,0)}^{2}}{2} + \\frac{{φ}_{(0,0)} α \\operatorname{atan}{\\left({T}_{(0,0)} γ - T_{eq} γ \\right)}}{\\pi} + \\frac{{φ}_{(0,0)}}{2} - \\bar{\\epsilon}^{2} δ^{2} \\cos^{2}{\\left(j θ_{0} - j \\operatorname{atan}_{2}{\\left({\\partial_{1} {φ}_{(0,0)}},{\\partial_{0} {φ}_{(0,0)}} \\right)} \\right)} {\\partial_{0} {\\partial_{0} {φ}_{(0,0)}}} - \\bar{\\epsilon}^{2} δ^{2} \\cos^{2}{\\left(j θ_{0} - j \\operatorname{atan}_{2}{\\left({\\partial_{1} {φ}_{(0,0)}},{\\partial_{0} {φ}_{(0,0)}} \\right)} \\right)} {\\partial_{1} {\\partial_{1} {φ}_{(0,0)}}} - 2 \\bar{\\epsilon}^{2} δ \\cos{\\left(j θ_{0} - j \\operatorname{atan}_{2}{\\left({\\partial_{1} {φ}_{(0,0)}},{\\partial_{0} {φ}_{(0,0)}} \\right)} \\right)} {\\partial_{0} {\\partial_{0} {φ}_{(0,0)}}} - 2 \\bar{\\epsilon}^{2} δ \\cos{\\left(j θ_{0} - j \\operatorname{atan}_{2}{\\left({\\partial_{1} {φ}_{(0,0)}},{\\partial_{0} {φ}_{(0,0)}} \\right)} \\right)} {\\partial_{1} {\\partial_{1} {φ}_{(0,0)}}} - \\bar{\\epsilon}^{2} {\\partial_{0} {\\partial_{0} {φ}_{(0,0)}}} - \\bar{\\epsilon}^{2} {\\partial_{1} {\\partial_{1} {φ}_{(0,0)}}}$"
+      ],
+      "text/plain": [
+       "          2                               2                                                                              \n",
+       "   3   φ_C ⋅α⋅atan(T_C⋅γ - T_eq⋅γ)   3⋅φ_C    φ_C⋅α⋅atan(T_C⋅γ - T_eq⋅γ)   φ_C                 2  2    2                 \n",
+       "φ_C  - ─────────────────────────── - ────── + ────────────────────────── + ─── - \\bar{\\epsilon} ⋅δ ⋅cos (j⋅θ₀ - j⋅atan2(D\n",
+       "                    π                  2                  π                 2                                            \n",
+       "\n",
+       "                                                                                                                         \n",
+       "                                                   2  2    2                                                             \n",
+       "(φ[0,0]), D(φ[0,0])))⋅D(D(φ[0,0])) - \\bar{\\epsilon} ⋅δ ⋅cos (j⋅θ₀ - j⋅atan2(D(φ[0,0]), D(φ[0,0])))⋅D(D(φ[0,0])) - 2⋅\\bar{\n",
+       "                                                                                                                         \n",
+       "\n",
+       "                                                                                                                         \n",
+       "         2                                                                            2                                  \n",
+       "\\epsilon} ⋅δ⋅cos(j⋅θ₀ - j⋅atan2(D(φ[0,0]), D(φ[0,0])))⋅D(D(φ[0,0])) - 2⋅\\bar{\\epsilon} ⋅δ⋅cos(j⋅θ₀ - j⋅atan2(D(φ[0,0]), D\n",
+       "                                                                                                                         \n",
+       "\n",
+       "                                                                                     \n",
+       "                                        2                              2             \n",
+       "(φ[0,0])))⋅D(D(φ[0,0])) - \\bar{\\epsilon} ⋅D(D(φ[0,0])) - \\bar{\\epsilon} ⋅D(D(φ[0,0]))\n",
+       "                                                                                     "
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "fe = free_energy_density.subs({\n",
+    "    m: m_func(T),\n",
+    "    ε: εb * σ(θ),\n",
+    "})\n",
+    "\n",
+    "dF_dφ = ps.fd.functional_derivative(fe, φ)\n",
+    "dF_dφ = ps.fd.expand_diff_full(dF_dφ, functions=[φ])\n",
+    "dF_dφ"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Then we insert all the numeric parameters and discretize:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/latex": [
+       "$\\displaystyle \\left\\{ \\pi : 3.14159265358979, \\  T_{eq} : 1.0, \\  \\bar{\\epsilon} : 0.01, \\  j : 6, \\  α : 0.9, \\  γ : 10, \\  δ : 0.02, \\  θ_{0} : 0.2, \\  κ : 1.8, \\  τ : 0.0003\\right\\}$"
+      ],
+      "text/plain": [
+       "{π: 3.14159265358979, T_eq: 1.0, \\bar{\\epsilon}: 0.01, j: 6, α: 0.9, γ: 10, δ: 0.02, θ₀: 0.2, κ: 1.8, τ: 0.0003}"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "discretize = ps.fd.Discretization2ndOrder(dx=0.03, dt=1e-5)\n",
+    "parameters = {\n",
+    "    Ï„: 0.0003,\n",
+    "    κ: 1.8,\n",
+    "    εb: 0.01,\n",
+    "    δ: 0.02,\n",
+    "    γ: 10,\n",
+    "    j: 6,\n",
+    "    α: 0.9,\n",
+    "    Teq: 1.0,\n",
+    "    θzero: 0.2,\n",
+    "    sp.pi: sp.pi.evalf()\n",
+    "}\n",
+    "parameters"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "dφ_dt = - dF_dφ / τ\n",
+    "φ_eqs = ps.simp.sympy_cse_on_assignment_list([ps.Assignment(φ_delta_field.center, \n",
+    "                                                            discretize(dφ_dt.subs(parameters)))])\n",
+    "φ_eqs.append(ps.Assignment(φ_tmp, discretize(ps.fd.transient(φ) - φ_delta_field.center)))\n",
+    "\n",
+    "temperature_evolution = -ps.fd.transient(T) + ps.fd.diffusion(T, 1) + κ * φ_delta_field.center\n",
+    "temperature_eqs = [\n",
+    "    ps.Assignment(T, discretize(temperature_evolution.subs(parameters)))\n",
+    "]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "When creating the kernels we pass as target (which may be 'Target.CPU' or 'Target.GPU') the default target of the target handling. This enables to switch to a GPU simulation just by changing the parameter of the data handling.\n",
+    "\n",
+    "The rest is similar to the previous tutorial."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "φ_kernel = ps.create_kernel(φ_eqs, cpu_openmp=4, target=dh.default_target).compile()\n",
+    "temperature_kernel = ps.create_kernel(temperature_eqs, target=dh.default_target).compile()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def timeloop(steps=200):\n",
+    "    φ_sync = dh.synchronization_function(['phi'])\n",
+    "    temperature_sync = dh.synchronization_function(['T'])\n",
+    "    dh.all_to_gpu()  # this does nothing when running on CPU\n",
+    "    for t in range(steps):\n",
+    "        φ_sync()\n",
+    "        dh.run_kernel(φ_kernel)\n",
+    "        dh.swap('phi', 'phi_temp')\n",
+    "        temperature_sync()\n",
+    "        dh.run_kernel(temperature_kernel)\n",
+    "    dh.all_to_cpu()\n",
+    "    return dh.gather_array('phi')\n",
+    "    \n",
+    "def init(nucleus_size=np.sqrt(5)):\n",
+    "    for b in dh.iterate():\n",
+    "        x, y = b.cell_index_arrays\n",
+    "        x, y = x-b.shape[0]//2, y-b.shape[0]//2\n",
+    "        bArr = (x**2 + y**2) < nucleus_size**2\n",
+    "        b['phi'].fill(0)\n",
+    "        b['phi'][(x**2 + y**2) < nucleus_size**2] = 1.0\n",
+    "        b['T'].fill(0.0)\n",
+    "        \n",
+    "def plot():\n",
+    "    plt.subplot(1,3,1)\n",
+    "    plt.scalar_field(dh.gather_array('phi'))\n",
+    "    plt.title(\"φ\")\n",
+    "    plt.colorbar()\n",
+    "    plt.subplot(1,3,2)\n",
+    "    plt.title(\"T\")\n",
+    "    plt.scalar_field(dh.gather_array('T'))\n",
+    "    plt.colorbar()\n",
+    "    plt.subplot(1,3,3)\n",
+    "    plt.title(\"∂φ\")\n",
+    "    plt.scalar_field(dh.gather_array('phidelta'))\n",
+    "    plt.colorbar()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
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+       "<div class=\"highlight\"><pre><span></span><span class=\"n\">FUNC_PREFIX</span><span class=\"w\"> </span><span class=\"kt\">void</span><span class=\"w\"> </span><span class=\"n\">kernel</span><span class=\"p\">(</span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"n\">_data_T</span><span class=\"p\">,</span><span class=\"w\"> </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"n\">_data_phi</span><span class=\"p\">,</span><span class=\"w\"> </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\">  </span><span class=\"n\">_data_phi_temp</span><span class=\"p\">,</span><span class=\"w\"> </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\">  </span><span class=\"n\">_data_phidelta</span><span class=\"p\">)</span><span class=\"w\"></span>\n",
+       "<span class=\"p\">{</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">   </span><span class=\"cp\">#pragma omp parallel num_threads(4)</span>\n",
+       "<span class=\"w\">   </span><span class=\"p\">{</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">      </span><span class=\"cp\">#pragma omp for schedule(static)</span>\n",
+       "<span class=\"w\">      </span><span class=\"k\">for</span><span class=\"w\"> </span><span class=\"p\">(</span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">;</span><span class=\"w\"> </span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">&lt;</span><span class=\"w\"> </span><span class=\"mi\">301</span><span class=\"p\">;</span><span class=\"w\"> </span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">+=</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">)</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">      </span><span class=\"p\">{</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">         </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"n\">_data_phi_10</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_phi</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">302</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"p\">;</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">         </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"n\">_data_T_10</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_T</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">302</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"p\">;</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">         </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"n\">_data_phi_11</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_phi</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">302</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">302</span><span class=\"p\">;</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">         </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"n\">_data_phi_1m1</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_phi</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">302</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mi\">302</span><span class=\"p\">;</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">         </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\">  </span><span class=\"n\">_data_phidelta_10</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_phidelta</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">302</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"p\">;</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">         </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\">  </span><span class=\"n\">_data_phi_temp_10</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_phi_temp</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">302</span><span class=\"o\">*</span><span class=\"n\">ctr_1</span><span class=\"p\">;</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">         </span><span class=\"k\">for</span><span class=\"w\"> </span><span class=\"p\">(</span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">;</span><span class=\"w\"> </span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">&lt;</span><span class=\"w\"> </span><span class=\"mi\">301</span><span class=\"p\">;</span><span class=\"w\"> </span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">+=</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">)</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">         </span><span class=\"p\">{</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">            </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"n\">xi_0</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_phi_10</span><span class=\"p\">[</span><span class=\"n\">ctr_0</span><span class=\"p\">]</span><span class=\"o\">*</span><span class=\"n\">_data_phi_10</span><span class=\"p\">[</span><span class=\"n\">ctr_0</span><span class=\"p\">];</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">            </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"n\">xi_1</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"mf\">954.92965855137209</span><span class=\"o\">*</span><span class=\"n\">atan</span><span class=\"p\">(</span><span class=\"mf\">-10.0</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mf\">10.0</span><span class=\"o\">*</span><span class=\"n\">_data_T_10</span><span class=\"p\">[</span><span class=\"n\">ctr_0</span><span class=\"p\">]);</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">            </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"n\">xi_2</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"mf\">-2222.2222222222222</span><span class=\"o\">*</span><span class=\"n\">_data_phi_10</span><span class=\"p\">[</span><span class=\"n\">ctr_0</span><span class=\"p\">];</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">            </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"n\">xi_3</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">xi_2</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mf\">1111.1111111111111</span><span class=\"o\">*</span><span class=\"n\">_data_phi_11</span><span class=\"p\">[</span><span class=\"n\">ctr_0</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mf\">1111.1111111111111</span><span class=\"o\">*</span><span class=\"n\">_data_phi_1m1</span><span class=\"p\">[</span><span class=\"n\">ctr_0</span><span class=\"p\">];</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">            </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"n\">xi_4</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">cos</span><span class=\"p\">(</span><span class=\"mf\">-1.2000000000000002</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mf\">6.0</span><span class=\"o\">*</span><span class=\"n\">atan2</span><span class=\"p\">(</span><span class=\"mf\">-16.666666666666668</span><span class=\"o\">*</span><span class=\"n\">_data_phi_1m1</span><span class=\"p\">[</span><span class=\"n\">ctr_0</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mf\">16.666666666666668</span><span class=\"o\">*</span><span class=\"n\">_data_phi_11</span><span class=\"p\">[</span><span class=\"n\">ctr_0</span><span class=\"p\">],</span><span class=\"w\"> </span><span class=\"mf\">-16.666666666666668</span><span class=\"o\">*</span><span class=\"n\">_data_phi_10</span><span class=\"p\">[</span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mf\">16.666666666666668</span><span class=\"o\">*</span><span class=\"n\">_data_phi_10</span><span class=\"p\">[</span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">]));</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">            </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"n\">xi_5</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">xi_4</span><span class=\"o\">*</span><span class=\"mf\">0.013333333333333336</span><span class=\"p\">;</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">            </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"n\">xi_6</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">xi_2</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mf\">1111.1111111111111</span><span class=\"o\">*</span><span class=\"n\">_data_phi_10</span><span class=\"p\">[</span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mf\">1111.1111111111111</span><span class=\"o\">*</span><span class=\"n\">_data_phi_10</span><span class=\"p\">[</span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">];</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">            </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"n\">xi_7</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"mf\">0.00013333333333333334</span><span class=\"o\">*</span><span class=\"p\">(</span><span class=\"n\">xi_4</span><span class=\"o\">*</span><span class=\"n\">xi_4</span><span class=\"p\">);</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">            </span><span class=\"n\">_data_phidelta_10</span><span class=\"p\">[</span><span class=\"n\">ctr_0</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">xi_0</span><span class=\"o\">*</span><span class=\"n\">xi_1</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">xi_0</span><span class=\"o\">*</span><span class=\"mf\">5000.0</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">xi_1</span><span class=\"o\">*</span><span class=\"mf\">-1.0</span><span class=\"o\">*</span><span class=\"n\">_data_phi_10</span><span class=\"p\">[</span><span class=\"n\">ctr_0</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">xi_3</span><span class=\"o\">*</span><span class=\"n\">xi_5</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">xi_3</span><span class=\"o\">*</span><span class=\"n\">xi_7</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">xi_5</span><span class=\"o\">*</span><span class=\"n\">xi_6</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">xi_6</span><span class=\"o\">*</span><span class=\"n\">xi_7</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mf\">3148.1481481481483</span><span class=\"o\">*</span><span class=\"n\">_data_phi_10</span><span class=\"p\">[</span><span class=\"n\">ctr_0</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mf\">3333.3333333333335</span><span class=\"o\">*</span><span class=\"p\">(</span><span class=\"n\">_data_phi_10</span><span class=\"p\">[</span><span class=\"n\">ctr_0</span><span class=\"p\">]</span><span class=\"o\">*</span><span class=\"n\">_data_phi_10</span><span class=\"p\">[</span><span class=\"n\">ctr_0</span><span class=\"p\">]</span><span class=\"o\">*</span><span class=\"n\">_data_phi_10</span><span class=\"p\">[</span><span class=\"n\">ctr_0</span><span class=\"p\">])</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mf\">370.37037037037038</span><span class=\"o\">*</span><span class=\"n\">_data_phi_10</span><span class=\"p\">[</span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mf\">370.37037037037038</span><span class=\"o\">*</span><span class=\"n\">_data_phi_10</span><span class=\"p\">[</span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mf\">370.37037037037038</span><span class=\"o\">*</span><span class=\"n\">_data_phi_11</span><span class=\"p\">[</span><span class=\"n\">ctr_0</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mf\">370.37037037037038</span><span class=\"o\">*</span><span class=\"n\">_data_phi_1m1</span><span class=\"p\">[</span><span class=\"n\">ctr_0</span><span class=\"p\">];</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">            </span><span class=\"n\">_data_phi_temp_10</span><span class=\"p\">[</span><span class=\"n\">ctr_0</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"mf\">1.0000000000000001e-5</span><span class=\"o\">*</span><span class=\"n\">_data_phidelta_10</span><span class=\"p\">[</span><span class=\"n\">ctr_0</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">_data_phi_10</span><span class=\"p\">[</span><span class=\"n\">ctr_0</span><span class=\"p\">];</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">         </span><span class=\"p\">}</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">      </span><span class=\"p\">}</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">   </span><span class=\"p\">}</span><span class=\"w\"></span>\n",
+       "<span class=\"p\">}</span><span class=\"w\"></span>\n",
+       "</pre></div>\n"
+      ],
+      "text/plain": [
+       "FUNC_PREFIX void kernel(double * RESTRICT const _data_T, double * RESTRICT const _data_phi, double * RESTRICT  _data_phi_temp, double * RESTRICT  _data_phidelta)\n",
+       "{\n",
+       "   #pragma omp parallel num_threads(4)\n",
+       "   {\n",
+       "      #pragma omp for schedule(static)\n",
+       "      for (int64_t ctr_1 = 1; ctr_1 < 301; ctr_1 += 1)\n",
+       "      {\n",
+       "         double * RESTRICT _data_phi_10 = _data_phi + 302*ctr_1;\n",
+       "         double * RESTRICT _data_T_10 = _data_T + 302*ctr_1;\n",
+       "         double * RESTRICT _data_phi_11 = _data_phi + 302*ctr_1 + 302;\n",
+       "         double * RESTRICT _data_phi_1m1 = _data_phi + 302*ctr_1 - 302;\n",
+       "         double * RESTRICT  _data_phidelta_10 = _data_phidelta + 302*ctr_1;\n",
+       "         double * RESTRICT  _data_phi_temp_10 = _data_phi_temp + 302*ctr_1;\n",
+       "         for (int64_t ctr_0 = 1; ctr_0 < 301; ctr_0 += 1)\n",
+       "         {\n",
+       "            const double xi_0 = _data_phi_10[ctr_0]*_data_phi_10[ctr_0];\n",
+       "            const double xi_1 = 954.92965855137209*atan(-10.0 + 10.0*_data_T_10[ctr_0]);\n",
+       "            const double xi_2 = -2222.2222222222222*_data_phi_10[ctr_0];\n",
+       "            const double xi_3 = xi_2 + 1111.1111111111111*_data_phi_11[ctr_0] + 1111.1111111111111*_data_phi_1m1[ctr_0];\n",
+       "            const double xi_4 = cos(-1.2000000000000002 + 6.0*atan2(-16.666666666666668*_data_phi_1m1[ctr_0] + 16.666666666666668*_data_phi_11[ctr_0], -16.666666666666668*_data_phi_10[ctr_0 - 1] + 16.666666666666668*_data_phi_10[ctr_0 + 1]));\n",
+       "            const double xi_5 = xi_4*0.013333333333333336;\n",
+       "            const double xi_6 = xi_2 + 1111.1111111111111*_data_phi_10[ctr_0 + 1] + 1111.1111111111111*_data_phi_10[ctr_0 - 1];\n",
+       "            const double xi_7 = 0.00013333333333333334*(xi_4*xi_4);\n",
+       "            _data_phidelta_10[ctr_0] = xi_0*xi_1 + xi_0*5000.0 + xi_1*-1.0*_data_phi_10[ctr_0] + xi_3*xi_5 + xi_3*xi_7 + xi_5*xi_6 + xi_6*xi_7 - 3148.1481481481483*_data_phi_10[ctr_0] - 3333.3333333333335*(_data_phi_10[ctr_0]*_data_phi_10[ctr_0]*_data_phi_10[ctr_0]) + 370.37037037037038*_data_phi_10[ctr_0 + 1] + 370.37037037037038*_data_phi_10[ctr_0 - 1] + 370.37037037037038*_data_phi_11[ctr_0] + 370.37037037037038*_data_phi_1m1[ctr_0];\n",
+       "            _data_phi_temp_10[ctr_0] = 1.0000000000000001e-5*_data_phidelta_10[ctr_0] + _data_phi_10[ctr_0];\n",
+       "         }\n",
+       "      }\n",
+       "   }\n",
+       "}"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "ps.show_code(φ_kernel)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "    Name|      Inner (min/max)|     WithGl (min/max)\n",
+      "----------------------------------------------------\n",
+      "       T|            (  0,  0)|            (  0,  0)\n",
+      "     phi|            (  0,  1)|            (  0,  1)\n",
+      "phi_temp|            (  0,  0)|            (  0,  0)\n",
+      "phidelta|            (  0,  0)|            (  0,  0)\n",
+      "\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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QLURV+C18HVuhdXbB6xdBz/zZ3/Z1i5Hz6rfE1ZI3xFR6JqqMKxt/y3hb8HbyvZ39FvMezVPN8NjrMuS6e+Vrc2LnLZqDaDyRMctOlKK4aobXzs1AqHWnoNYNiKslj1q3vxy1Lo6LWjcaLR9XPhvA9d3/33gUgPer6r8RkdsBvFdEfgbAbwJ4R1f+HQB+WUSOAngAwBUbiJsQsiYe2bCgichlAH4RwCEAb1fVN5n8b8HiS02e0JW5WlVv2GhQPtujdeXCnxkGSX63tN/KMm1GMUXlyjy7627NjZ2flnhKaictnpmrGb6+XK3vrJ1sDr1Yomtejqnl2lm8drM4yrSMWlzRfd+XX9H8bVrrDhDUughqHbWOWrczVB9yVfXTAL7TSb8LwCVO+pcB8FukCDkAKIATy6poA52JeisWJwXHANwiIodV9fai2P+Bhcn6JRG5CMANAM7fWFABo2idt7tb7iC37JxHi6eXbnfOMwOZpXnmqLZD7RnWKAav3dZYszZsXDUjFBmdzHiVfQyNuaVszTijMa9vv6Xv6B7zrk12vct2vXvS9puZy2VNbNHUJrXuIEGtS9KodXGZsg9qXdwutW5raPriKULIriKb3vG7BMDRzjxBRN6LxZ+jKB9yFcA3dK8fD+C/bjKgSYkW6BYzok5ayzqWLeJRGzUDU1uAPQM41HjZtMhoRv3b9ry+I4Prte3NV8s4Wq61bdvOVTTvQ3xMzcC1GKuaKc7q2N/eQ0nNePb1aqcoQSA83RgRah21jlq3PwZq3ahwFgghm+Tkn57oKP8sRc9PAvgbInIMi1PcvztOaFuEXQztwlYujJFxsGW9BdOWaSEzCTUz5r2OxhqdGpR5kSH13mfj9/KzNhG05bWZjQNOXm1HP4rB9ukRzU3flmJv/SGmO+qvdoJS9u+NU82PvYdaH3jIdkKto9Z5cVHrqHUbgCe5hMwYBXBCV1bRs0TkSPH+2u5PSbTycgDvVNWfF5G/hMX//fp2VT2xamBbR8182F1doG3xz3aIs11524dnGmsnCD3Lnl5kY64Z1MxYZeOv9TF0x75WLxtHOWfWNNbiqBmyqK3atfXuJRtjbd6ie8m7r1vunRVZk9aRVqh11DqvLWodtW5E+JBLyMx5ZPUPdNynqhcHeSf/9ERH+Wcpeq4CcBkAqOp/FpHHAjgLwL2rBrZ1RKYqW0Rri6K3+EfGLTIAUZxemcgA2P68sdX69sxaq9GIsOPv07ITE48WkzzEYGVzkZ1QtVw/79pE17OGdy2idqJrVKvnjT/LX5I1aB1phVqX902ti9vO2vdipdbtg1q3gA+5hMwYhWx6x+8WABeKyAVYPNxeAeAHTJk/AHApgHeKyH8P4LEA/miTQU1KtPB5i2a2YEa7xGVaZhRqu9Veu1H8tm9bvtV0ZEan1Rxl7fXla3Md1UXwPjJHrbSa0Oz6eeWW/acdXbNofmoGs3bP9GVqptJ73cgIWkcs1LoYal0OtW7/60aodafgQy4hM+fEBnf8VPVhEXktgBux+PNA16nqbSJyDYAjqnoYwI8DeJuI/K9YSPoP7fzf1m4xLTVadoltHzWz4O3+e+225mWxWmo74BZbtmVnvRy/TYd53WK07ftlr6ed+5Z5KMuU4yrzIvMamVwvhha8dr17qeXhIrqfWoxkhU1qHQmg1u2HWnfqNbVuf2zUurXBh1xCyEbp/ubtDSbtDcXr2wF819hxTYJd3GqLoFdv6EnBkAWztpPdcgLgbU94px2RQfDi9AxNFi+C9NoYhpyulPnZGKJTqGj8kYmz/Xp50fvWk5poDmsPKp7Ja5l3m6fIxw1Thmwv1DpqnddnWZdaV4+FWrcSfMglZMaoAo/wYy3bRe10oPVyeYZEgvctbXnvo8U921X36vV59rXXT2TUvPHUDImX581TFKf9Hc1py/WsmTM45bwxZfdPZiozc5dd02wMGV5M9j7xynnXsAFq3RZCraPWeXXglKPWNUOtOwUfcgmZOfy/GyPiTXWLSfIWe7uI2/azdiNTleGduLQYQq/PaKfbGjBg//ijvrP+vJi8uMv+ojqRObJjyMjKRCcftfqRsfXyvLlHkVeb78g4RrGVZW3dlrG15DVArRsRap1fl1rn51Hr2vMaoNYt4EMuITNm8QUF/L8bo5LtIntmDvCNSc24tRqlLJ6sfEu5Mo6sXmawvHxv7JnJW2ZsQ41xbWyZmYz6K+dgaGytZrklzWsnu0dbjKm97zJTavNs3w1Q6yaAWrcfah21jlo3GpwFQggZC89kRQtvuchli6zXR/nba9t7H+2KezF5+V55W7dmfryY7fhrdZcwBdUdd1t2GQMSmZuoj/6n1exlBtPeT+Vv26/33pv/bAw1M9lyPcv86KSObC/Uurgvr70+jVpHraPWrQ2e5BIycx6hik5HtKC1fBwr20EG9rdrDUu0Y213nKPdbNuuLRfFH8VrY/bee7FmZb04o/ysDzuval63/BPyDFl0HVrKDDmt8NrKThGysq3U5tDrJxtT6zwnUOsmhFpHraPWUetGhg+5hMwYBf/vxqh4C1jtvdcGgjKZUcqMYPTblm2pM8SAZca1RmQGojZr5sJro8UoDmnXlmsxulkMNRMY9dsyb0NlITLi1jBnDzfZv4Oy3hJQ60aGWketo9btLU+tGx0+5BIya/h/N0YnWujKtNrJRbbQlwujXVhtfiurGrXoxMPGItgfv+0rMwO18rZMLVYbV2RebJrXV2T67Tiy+LITnSGnHpn5ysYS3Zdemx5lG9lDio3X5i9l/qh1o0Oti2Oh1lHrqHUbhw+5hMycE4O3Mcna8D7mBLSbtdoi65Ut+6kZyNqtERkir8+o/czMlGWzGGtGpyxbSxtiSGrxtxq1oacTWVytJtLG05LWUr51/moPMtG1GXICZqDWTQi1jlpHraPWjQwf9QkhZCq8RTva/a4ZDgRly3ZsGWsCvdj6PA3Kegu6t+PtxZLtlpevM3NX9ldrp3wf9W3HWvbjtdVi2FrHn8VTxmDjap2H8n0Ulx13dH2i+fDShhrM8nXWz5YhIpeJyB0iclRErnbyTxeR93X5N4vI+V36+SLy30TkU93PPy3qPF1Efrur8xYROZjulVpHraPW+WnUur7O2rWOJ7mEzBj+0fAJqO3Oeot86y68LZvtGg/ZJbblh/Zd1vfaqC3qWazWlHl9trTVUnbotRtyUhDVqZ1W2PFG6dEpSBZXdt+1zmGGvV+yuMr3S5jATWudiBwC8FYAzwVwDMAtInJYVW8vil0F4EFVfbKIXAHgzQC+v8v7XVV9qtP0LwH4WwBuBnADgMsA/NpmRrFmqHX726DWUeuodaNpHU9yCZk5J/RRK/2QFYl2gmsGw6sbGQ/PcEWGwesjW9C9XfXohMLLL+PzdtMz7M5/ZlIyw+UZkGi334sh6887TWi55t7JR3RKY8tEpyBR3GVb1kRnfXoxekQnL5Ep9U5eaga4gQ1r3SUAjqrqXar6VQDvBXC5KXM5gOu71x8AcGl2WiEiZwP4BlX9hKoqgHcBePESQ98OqHXUOmrd3vrUOgCb0zo6VEJmzOKPhq/2QwZSLs6REfDqeO8jo1C7LJGps3HZ/qK8bOc825GP2oRJy3bSPdNg62fUzKI1yLb9yEi2mG/bjmfiyja96+3Vq825F0M53uxe8sqU2JjtPGSmN7rma5CZNWndWSJypPh5ddHFOQDuLt4f69LglVHVhwE8BOCJXd4FIvKbIvL/ich3F+WPVdrcXqh11Dpq3f44qHWjaR0/rkzIzOEXFEyAt+h6u/TZApu1WRLt+nu71zXDUOsj2qmuGZ2s32j8nuGKjGBt/iID7ZXLYrYm2iMyetkctl6X1nulZtpaHhyy8bfMYXT9amNYQa7WoHX3qerFqzbicA+Ab1HV+0Xk6QD+lYh82wb6GR9qHbWOWje8bktsCdS6BTzJJYSQMfF2x2u7yV79Wlot3+6ee4Yl6iva4a+ZnrJM/9ozhVH5skzNWA0ZR1mmtmNfjjE7BYrKReP3rr8319n4anMZMfQkITN15e/aNWipG12n7eM4gPOK9+d2aW4ZETkNwOMB3K+qX1HV+wFAVW8F8LsAntKVP7fS5vZCrdv7mlq3N51at7c8tW7tWseHXEJmjAL8uPKYZAavz4/qZYt77dRhyE52iwlY5tTFG0PrIu7VjU5mvJOKltMRz2DW5rd1/FFfLeOPTl680xE7H545tdfNM7URNdNtyebUthnVtfNnx93ICFp3C4ALReQCEXkMgCsAHDZlDgO4snv9EgAfVVUVkW/svswFIvKtAC4EcJeq3gPgj0Xkmd3/Z3slgA8NH/0EUOv2p7VArTtVnlpHrVsRflyZkJnDL4/aAmpm0FtAI0PT50ft2T6zcl7fWaxZe6UR8Xayh8Tg9ROdtLS2adMiw9XSZtZ2azkvP7sW6vz2qLVpKec1u24tc1Qz4La9ljoD2KTWqerDIvJaADcCOATgOlW9TUSuAXBEVQ8DeAeAXxaRowAewMIcAsCzAFwjIn8G4ASAH1bVB7q8vwPgnQC+BotvGj0Y36wcQa2j1tViyN5T65qg1i3gQy4hc4ansePSsqihKGMX1cjwRWWzNrN++9jKPoe0EZHt1Gf5dvxezNZYDjXMmYHx4ovKeHF79VY1k165qPyQa5bdS5nRi8bf5w29Z9YtSyNonaregMWfvijT3lC8/jKAlzr1Pgjgg0GbRwB8+3ojHQFqnd8Otc6HWrc+qHUn4REOIYSMTbkQZrvQmUG0i3G0u6/Ya4hsfdtmZFSi97atqF2bHq3B5ThaDHLWRtl3ZuiWbdtLy+au1nctvtqJRWT4o/SoTe9e8gyd10Zmemt9DzGn5GBAraPWUeuodRPBk1xCZoyC3648CbVdX7tLbY2MYL/BKxdn74TCEu38RybGK9diXmx6duoQ7dK3LPRZPN78LdMW4I+jpT2vjZY6rUayViZL9+4b736wMdVO2yJD2L/PzH8UwzInJaDWTQa1Lm+TWketo9ZtDD7kEjJz+HHlCSgXs2jXvdWg2PZq71sM21BjFMXbssNt+xtiqGz/LeZvSCxeTEPL2fI1E2vnbOh9kLVZu/ZejJEh9/pb9nTMtuG9X4NMUesmgFoX902to9Z576l1a4MPuYTMGAXFcHSi0wlLzayUi3G5IEevvcXdLubRaxtXFG+UlpmXzOh5449OX2p1vXED++cga6M2P1kbEdn8e21m44/GlM2vZ7qjMS5r4FvMa9TfMu0ETVPrRoZa54/Da4NaR62j1q0dPuQSMnMohltEtNBGCzTgm4+WBbJlt3pIrNkCnbWbmdrMwEanGbUTFS+uFtOXvY7wjGNLPN4Ofzb+aEyZecwMXtlWZEZbT0xq1Iz/GuWJWrdFUOv21qfWnXpPrVsZat0CfvEUIYSMSbkge3k9Wvy2i32Gmt9entdfFovXjmc4W9st46i9jsafmbsI22bU9zLt10xd2abtN+o7Mns2Ps8o2nq2fe+UxDNeZb92TrL5s/15ZPdqGWftnifbCbWOWket299+VI9at3Z4kkvIjFHwTwhNQsuUeycHXlrNzEUmJ9r9ru0o13a1ozLZLnYUu23PMx212O1YI0MZmZ7I6GTGtzbWrK4l6tMzgNFDRTSGMs2eWERxeSccWdlojofeR2UfSxhBat1EUOt8qHX7odZR69YMH3IJmTn8Fr6R8RbDmtmy9dBQPisXtRMt1HaBj+KNdtGtafP6s21kBi4ywV6bLSYrSrMmseyj1mdkdOCkZUarTPfMnm271ZBaWu/Bss0s9lbT57Vbi2tJyaLWjQy1zu/PtkGt2x8ftS4u1wC1bgEfcgmZM8r/uzEqnpGIjCCQL/Aoytj2PTwj45Xx2hlisjIzZ9vy2pWk/JC2LbZd257XTmRw+vc1E2r7j9Ja4o7Ktponmxc9dNh70KZHMdpy3rxm91XWbnT6MgRq3bhQ66h1Xhq1Lm+XWrdW+JBLyIxRUAxHp2V3OdvlzRZ4zwR6Rsvrx2vfMwc1o1czpi072VmexxBjGtXzjEVkyKO8MvYsJi+WZQy1Nw5L1G5maqP4swcP72HGu5eAvfPoxWnTaua3AWrdBFDr4vipdXHc1Dpq3ZrgF08RQshYRAtftqjb3WHbhhY/MK+zhTaLsWYQh2DNUmTsyvRoR9zru8VIRzFHc2tjaTEunmnx8rLxZzFa4wkn3ZuryPiW94mt491LtTmsXdOa58rusezfB9lOqHXUOmqdD7VuNHiSS8jM4Y7fBHg76CXRLnTUVl8nKlfbHc/K1E4IvDJefBk2dq+/obvtNq1W1jMe3s66jSGiZc6zul5fmRmttVHWs/nLXrvIDHqxtcRs+13Hg0cBtW4CqHX765dlqXV+X9Q6at0a4EMuITOG38I3If0iaHfNowUeiBdCb8d8qGHLFnEbi23XOyXIjKjXh52LrC0x9bzfkcnzytu2vLqRYcnMje0zwrsOmXnKxu/F4cWa4d1LNj8zw9npT8t9mN3LS8oVtW5CqHX726DWUeuodRuHD7mEzBylGI5PuTBG05+ViRb2VRbIaMH22s3MCZx8G09k1mrm08YSla3t+tu5tf1mZtzWabkWNi0zqbV5qBnQ7FoNIbqXovaifr38rK0Wc70k1LoJoNZR66h11LqJ4P/JJYSQKbC7332aOvlZG6UB8Wgxc3YB9naz7ftsES/zvbLWUNR2vL269jQkMg/ZTnsWT80wRW3YGKP2vTZq827b9uao5VpF/dXSbfvZw0nLvWVj0+B1mUbvdvCg1lHrqHXUugngSS4hM4d/T21kIsPl7XRHZDvLtbJeut01z2KomZmsbJluF/zW23Do4h/17e3A1wxSbee9Jb2MwatTG1+W740nO2WJWFUSsntJnDJlnvfvYMi/jQRq3chQ66h11Dpq3YTwIZeQGaPKLygYFbvYRa831e8yBtErZ3ehW9ocap5qbQ6Zr5aPzpXlbPutRmwZkxXF6fVbM+fRSYFtu2zDe/hojTMz1cvgjT/76N+Qpql140Kto9a1xun1S607VW5o09S6k/Ahl5CZw/+7MSKlQSjflwxZfL02vXY9s+CV99qs5bUYnczwjoFndHqieYjMXM28Z9fWq9OSXzNULadFtdOG8nVtTqK5seba66/FHHpxtDy8VKDWjQi1zo9v01DrqHWg1vXwIZeQWcNv4ZuE2qKXLeTZR5xQSYtiqLWZmZ1a39mC7RlLj5YTBGB/W974S1MSzVEZb2SUvHFlhsujdo2WPS2JzFyLIcvyagY+aiM6XcqwJxwI3jdDrZsEap1fLoJa117H9kmtO1mRWreAXzxFCCHbgCJf7DIi87JKLNYkRIttZCBt3ZqBse1EfXhG0Ro0z7DZ9uwYvT5bDEZmXFvNrPfe6yPrz54EeL+zNloeErwyUR9lvq1f9h+ZcDHlM8NJDhbUur15UR/UOr9tah1phCe5hMwcfqxlRFoWx57sZCHaqR66exwt5N4CHZmUFkPotZOZ1ZadcNt/q4nyDGk0Ps/8RXNTG6ON08urlanNadR/ZJqyeyQ7vfHyvHiyurZO+Tsb91InG11Vat14UOuoddQ6at3E8CGXkBmj4BcUjIqdamswMoNj0yKzmC3Ytl8vz4vRi7cWSxaf10/UR2s5mx6NsWWOh4wvq+uV88YfGZss7tb+LTUzVrZj8zND6fXvvY4Mdpnm5UXjbYRaNzLUOmodtW5/LNS6UeFDLiFzRgFdYbeQrEC0AAP7F+OW04q+XPnbqxudjETlW0xhNI4hZrbMy4xq2a/Nt/1nMURxeCc3mfnM8iNaxh/1l+VH1K6DZ/K8e2lI2y15XpnIVK7q2ah100Gt86HWUeuA/fWodWuDD7mEzBz+PbWJqO28txgur83aaUW2M23baD0VyQyr134L2c7+kPet5m5o3dZx2DlpqZcZ9SyuKM+OqcUM18q1mN6sjaxe64POQKh1E0Gty6HW7e2PWrcy1LoF/OIpQggZEy1+gHgn2Xtd1vF2uVt3k6OYyjZqhqNllz2LZUjd1p32mpmw5TLTNySurE/vmkTjt9fBGsaaySrHFd1LQJsRq5mv6B4s+xt6GhPNFzmYUOuoddQ6H2rdKPAkl5AZowC/oGBsshOIlhOHHm+BLBfZ2glAZISyhbq2g+6dfkQnJdFJiDh52S551L4XH4JymemJYqzF4F2vsm42X17MXr9e37VTh6y8N+f2tY3Lu8bRg0MUg00D/PmLDHsD1LoJoNbF5ft0at3+mL1+vb6pdS7UulPwIZeQWcO/pzYqQxYsuyB6i2BmYiIjlJmpFgMatWXzvTw7Fs8IWrzxe+mtt7EXY9RmND9R3y1la+WzvCzWDG882fXP6nn5LeOxfdfK92TzNwhq3ahQ66h1tfLUur1Q69YOH3IJmTn8goIRyUzKkFMJb/Gu7e5Hu+0tpyZZ/ZayPbV1t2YOo7ZrYy/LZOMdah6zufd2+lvii97X0oeMoWYaW+Ity7XEWuur5SGkNa6oK2rdeFDrcqh18ftaOrWuCrVuAf9PLiGEbAPlQmwXKO/jU+X76JTD1rPvJUgv+80WblvXthEttFl6ZorLPqO+y/LZ+Mt0r86qsVhzGLVhy3t1WvvMjI33wODVyU7MLF57LfXKflsehlraIwcHah21rsyn1lHrNgRPcgmZOfy/GyOSmYrMZLWcCmTt2EVWnddemhd73062UFtDYNutGYKW8dfmy/YbtWPxjJW36x7FUoutJY4hJwvRe6/N7D5Yps2Weq33VxTz0FiyMKl140Gto9a1xEGt2xvnkDpZmNQ6AHzIJWTWqFIMR8WaipqhQFLeK1Orn5W1JsmWL/MjY1NrNzO7UVlv/OV4svZsfa9MZhBbjIpXt8UU19ot8yNj66Vl90ptPFndWro3fu8EpcVcZm3a9hqh1o0MtS6Pm1rnx06to9atET7kEjJz+AUFIxKdPNRMTvk7arM0Cd7CaE1TtMi33A4thsgzdZ7JytovXw+N085DZC4i42pNxxDj2pIfjT+7R2qnJrafVoMXjdWar6wvr0w0n1EZG3M0/iUli1o3ItQ6ap1t30Kto9ZtGP6fXEJmzmLXb/kfMhBvV7pMtzvBNayhi/IV+xffFiNSUjMy1mjVzJ1Xvzb+FsPoGb6+7VYj2WoKMzxTE7Vv4/PaaZnT1v5tOc+kt9T1yO7DqEw5fu80xMsbyKa1TkQuE5E7ROSoiFzt5J8uIu/r8m8WkfO79OeKyK0i8tvd7+8p6ny8a/NT3c83LT8DI0OtO5VPrdubR62j1o2gdTzJJYSQsWjZye3T+7SyTPQaQfmo75a6Xgy1HfXMvNgYbB9e7Nn4LdGYor5t/zWsAbEss3HujT/rM+rbmqKobDa3luh+iOasdt28Ol5/Xlve7y1DRA4BeCuA5wI4BuAWETmsqrcXxa4C8KCqPllErgDwZgDfD+A+AN+rqv9VRL4dwI0AzinqvUJVj4wykHVBrdsLte5UXWodtW4kreNJLiEzR1VW+iEDyYxLVN4zVC3myp4WeH1mZSKjNmSX3OszKl/GVJaJdr6jWEvDEe3SZ2Yk250v4/FituleTGVay3zZvrPYvAcI217LfHrxeHNm76HW04fMPHtz2Npuwoa17hIAR1X1LlX9KoD3ArjclLkcwPXd6w8AuFRERFV/U1X/a5d+G4CvEZHTVx/xxFDr4vJlTGUZat3evrPYqHUh1LoFfMglZMYoVhNCPuQuSbaLa197Jwt2MWxdFKMTC7tzHJ0oRDvMa1iUT7brjTWKcSgt5jnb8Y/qlacTnlEfeoqSxdcy/trcZPNZM4LemOz4bbuewY/68u69lmtSYU1ad5aIHCl+Xl10cQ6Au4v3x7D3hGJPGVV9GMBDAJ5oynwfgE+q6leKtH/efXzvJ0TkYIkutc6HWketo9ZtXOv4cWVCZs661mzSgN21rUm4LROZIGs6op3+mrmsxVgzJVnstn4L0fhb+y/LZfNSptVMR2ZksvLL/kOLxpmZ1swsRWa05V6qGVhbxzuliK5HNo4ybQXBWoPW3aeqF6/ejI+IfBsWH+t7XpH8ClU9LiKPA/BBAD8I4F2bimFtUOuGQa2j1lHr1q511ZNcETlPRD4mIreLyG0i8iNd+pkicpOI3Nn9PqNLFxF5S/efjT8tIk9bJUBCyAZR8CS3YxSti4zHMobIa7tm+mq7ya3Y8pkJsmmeGfQMwjpoGX+5O+/VbRlrZk7s9cjM8Cq7+LbvmumOzGuf58XiPXSUbWfx18Ze1o/mbMX52bDWHQdwXvH+3C7NLSMipwF4PID7u/fnAvhVAK9U1d89Gbbq8e73FwH8Cyw+KrgS1LoBUOv2Qq3bG0PUJrVuK7Su5ePKDwP4cVW9CMAzAbxGRC4CcDWAj6jqhQA+0r0HgBcAuLD7eTWAX1o1SEIIGYHxtM4zZ0Pq2V3f/reXbutlsfTvbfkhpxoemZnz+o/MsDVVmWH05tgbTwu18tYEtcyzl56ZSu+9d+0jc5WdJGTtRTFE90R0WuQRmepsvtf5YLBebgFwoYhcICKPAXAFgMOmzGEAV3avXwLgo6qqIvIEAP8WwNWq+p/6wiJymoic1b1+NIC/CuAza4iVWte/p9bthVq3vw61znJgtK76kKuq96jqJ7vXXwTwWSw+a305Tv2n4usBvLh7fTmAd+mCTwB4goicvWqghJANoSv+7AijaF25kJbzl+28e/XLOtbUlOllH9G1ik48vDjsAu/dC3Zctb68dvs0r36LgYriqrURGcnI2HjXsXXMtf7LvmvGu9XYZ/9+a/dSeT/ZE4eW8dv7wzN5mcnNxtjKBrWu+39nr8Xi20I/C+D9qnqbiFwjIi/qir0DwBNF5CiAH8Oph8jXAngygDeYP59xOoAbReTTAD6FxenI21aYgT5Wal2URq2Ly1DrqHU4WFo36P/kyuLvHH0ngJsBPElV7+my/hDAk7rX0X9IvqdIQ/efmF8NAI/F1w6NmxCyJjb9kWMRuQzALwI4BODtqvomp8zLAPwkFvL6W6r6AxsNqsKmtO7QGWd0iabDmhnxdvVrO8cnAyh+2wU3aiPaZbd1sz6tGVDsjyHrw6a1GGObbs2Mbd++z04avPlqGUfLtfbMlDVdtXhreGbLttVyXW1btRg8M2ljsOOsXbMhZrqsumGtU9UbANxg0t5QvP4ygJc69X4GwM8EzT59nTFaqHVJHLV4y77619S6uE+vbWpdHBO1bmWaH3JF5Oux+I/AP6qqf1x+6VV3BD3oUqjqtQCuBYBvkDOXvIyEkFVp+cPfyyINf09NRC4E8DoA36WqD8oa/gD4KmxS607/lvP8utGCD5NuX2f5Xhte+eoA4BsezzzY997rKM5sjEPMYsv4h7YJDOsju1ZDrnUWQ9SnzcvatqcHmeluuV+yWLz+4by21ym7hwaySa07iFDrgrapde19UOvifGrd5DT9CaHu89EfBPBuVf2XXfLn+4+rdL/v7dJb/kMyIWQetPw9tb8F4K2q+iAAqOq9mIiNa51nPvYEUPzud3E907UvcOxfdL1dZC/PGkIbV7TI2ri8upbshMKOGfDHP6S9skw0j0NOTaI+yvTMnEVtlXOXxTWk3b7tsl0bt8CP2buXbIzRvNn47b3knU7YtqO4yNqg1jlxUevqfZTp1Lq9bVDrto6Wb1cWLD5b/VlV/UdFVvmfiq8E8KEi/ZXdt/E9E8BDxcdfCCFbhALb8PfUngLgKSLyn0TkE93Hm0dnNK0rFz67ENq8IQtfZtD6tsvfZX5LWmQyIpNgzWXL6Yo1DutY+GtGKjJqrTvhNVPnxWDH5pUr741VTeAQM1mW99KGnjDYe9wzmdE8WYbMh1eV3yQPgFpXTaPW+VDr6m1R67aKlo8rfxcWf6vot0XkU13a/w7gTQDeLyJXAfgcgJd1eTcAeCGAowD+FMDfXGfAhJA1ogBWF7RV/57aaVh8a+ezsTgh+HUR+Q5V/cKqgQ1k81rn7f726XbXuOWEoS9X2/3v+/VOMrJ2okU5OiXIThZaY/d2+Gumtqzbp9v5E/jteWmlWYmMYWZ0o9dRO5kRzsrUTiVsuve+1kcUb9nPkGtm+7T1bV+2Xq3tiPVo3a5AraPW7a1PrYvjLfuh1h0oqg+5qvofEU/zpU55BfCaFeMihIzEhv/vRsvH3I4BuFlV/wzA74nI72Dx0HvLRiMzTKZ10cJbMxxIykV5dtH2DED/ehmzZeO0RtaOLTI7UV7NiGVGotZfLT0ye5ERbnkdmcfITNeMWav5XNZQReWiB4H+ffZw0L/2xmqxxnMg/H9qC6h1oNZl6dQ6at2O0PR/cgkhO4yu+JPT8vfU/hWAZwNA93fSngLgrpXGtM2Uu+bRQtqyQNVOKuzryPCV/ZdmrXWR9Exi1kcLQ/qvtW3Hb18P6SMzsVm/tf6ifGumW6kZzjKm2rxk48jGFt1L9rV3r2TGvWZ+MzardcRCratDrdvfNrWOWrcm+JBLCNkYjX9P7UYA94vI7QA+BuB/U9X7p4l4BLLFvGYm7AlE1ke2ULUYTi9OzyzUqC3SkSmonUS0jC/qr9VoR6YnMiteH9lJkS07ZEyZmcr68tqK+ujT7IOKVz6bj9pcZKcvO2S4Zge1Lu6TWhdDrSNrYtDfySWE7Bqb/5KBhr+nplj8sfAf22gg20S2I14zd94Or2cKot34VuNY1otOL6J+bRnbvzfGqG4Wo9eujcdr28YbGS8bj1fGli1fZ3Nkx++NtWYEy/jtaxsHgjxv7N4ctVzvKE6vjv0djT+by0Hs1heqHBioddQ6ah21biL4kEvI3OHu4biUC69nqPrf3o51zSS0GKdWw+eVjcxmi0G0ZWpm0rafxV4zJVH5bHyWmgHx0jOTnhk9z5QN8Sy1614zacvcS9E4ozFl17lPj+ZtWc2i1o0LtS5um1rnl6HWUevWCB9yCZkzCu74jUl26pC9jwxAtvNcMxaZmcgMk1e2xTCV4671X/bnjb/1dMdrL+pjmd3z1uvnjbv1mg3p1/tty9Tm0osjartl3oeY18xQt5ykZFDrxoVa19Z/2R+1rr1fal0Mte4k/D+5hBAyFtGOsTUG1qDYfJj3Q9azmiGKzFFpHKKdZi/2ss2+brZbXqvfYgCGGIxWM2F36T1TF5keb86y/hT5XNqYs9+ZmfLqRFij6eV7RtDWH3LC4MXJE4qDAbWOWketa4datxF4kkvI3KGQToO36+vtWvdlS+OVGSlrULw+vTa9uMr3Nq5oZzsyrVndWp43/ppxqo2/Fa/f1p39yPjUxh8ZyP517VSlFpdnorIHgiGxR/20zL33b8G7t5eFWjcN1Lr9UOuoddS6jcOHXEJmzzKrIdkI2YKflfWMwTL99URmNDOK5W+70NeMS9T/srdmrV5mtmtEY6sZ1ixt1RhbTLj3QFAzj9m9lF3jWrmWsbWWGwS1bmug1sX9DIFaR61zodYBfMglhHDHb1qiXeXaDrdXbi2LYxJPyw549HrZE4nWNrNTnVpb2SlEVNaaK+86ZKchMOW9WGqnHbXTgBZjZuPIrtcQ09jSR9+ON/7a3C8DtW5aqHVt+dS6OEavTxsTtY5a18GHXELmDsVwGryPR8GktZSvLfi2jcw02NdeW9nC7eVnBipqOxu/jSlLr8VekhlIO7fRXNeMWvnea6N2jb0xtBre1no2vWVehjyIeNe+1bzX7u8a1LppoNZR66h19T5s3Sy/BrUOAL94ihBCxkWRGwTPCNo8Ly0zS9HucZ/nmTLbf7YoZ0bRMzFZuQjB/jmQIN2ePAw5+aiVs23bdK8da4y9PiKDnMUWzUkUs23H3gPZvRSleebU5kenEtlJTlnH1qeBOxhQ6/JyEdS6/WnUOrIEPMklZM4oAH7V/LjUDFfLDq63250ZjyjNq9vatjeGlng3ebtFO/OtdXvj0XLak82LpWbMvPQhpzNZvLbtWszZuFrTor6GGEsvjiFz7sVCrRsXat3moNZR67JYqHUA+JBLyOxR7hSOS7ag10xHj7e7vsyi6BkCr++aCbJttPRTvu/LtBpOr62hJxhefN51iGKvzUUUry0btdlieLy6tTiiubdlvOuUmc6We2nI/TPEfDZCrRsZah21jlrn90utGwU+5BIydyiG41IzS0PMhLdge23XTFSf75kw21b5G8jbHrLT7pmeIeP32vHGX5sH77VFi98t5ihqM9u9V5MelY9ibTGKUV0vPbu3au17cUb3RmaOlz3ZKNsh40Gt8/OpddQ6at0o8CGXkLnDj7WMS7bYD6nfYjiihbSsB5OvJj9btG3bmeGqjaF1HiITEL3PYvRizvq0sVoi81nmlfnRNYv6iAxs6/1TKz/kPqzF3rfntd1iviMDvIp5o9aNC7WOWketo9ZNCL94ihBCxiIyUmV+VC8yEFFbZX9ZX9kudrY4L2M2PLPVglfXMwXl775ezWBF76M5z+pEZaK+WsYfmVs7foVvkmwfnkH20j3U/K6RzaltM6obPSCQ7YZatz+tBWrdqfLUOmrdivAkl5CZIxTR6amZwZbTAZsftWf7zMp5fWexZu2VRsTbBR8Sg9dPdIrR2qZ3gtESg1cma7u1nJefXQt76lEzVNF7Szmv2XVrmaOaAa+dCmXtNECt2wKoddS6WgzZe2pdE9S6BXzIJWTOeLuNZHMMWbBadua9neq+TnZS0rJwt55eRO1HptGLKzO8WV5mDloMo2eyvBOYrHz0fgjLnnJYUxbF6pnCyCTavFYTmd07tXspuyeWvQ+9Pqh140Gto9Z5UOvitql1a4cPuYTMGgH/78YEROao5VSiJDMfQy9rbWe8NdbMKGRx2TpZ/N4412XErOGIxuyNPzIpteuSzYnXV9Rebcy2ftZerd3aqVvtlMWWz/LXArVuEqh1fvst5Wweta7ejs2n1s0a/p9cQgiZgpaF0atTKx+ZNo9sB3wZI+WdDPS/1aRFsdSMwtCYvHp2HltPXLxThLI9gX+NvHmIYizza6cMtfFHsWTpXkz2te3bG793L3mnKLZ9O34PnlIcLKh1fvvUur39Uev2Q61bCZ7kEjJ3KKLj07I7ne2Cq/Pa21mu9e2lt5iJaEc6G0vLyU3L7nxkGFrq9+UzU2tPMLw+bVrrdWs5xchii8a/7LX20srxZw8CWYxZP1572fiRpA+FWjc+1Lphsdl2qHX763pQ6/a3Q3iSS8js0RV/yHCy3e+oTERkTGwZr/3aiUPWX0l2opKdeGT1s/77OtZ8RW16hrmlj6hPr4xHNlYvvqxNbx5Lw2TbtHVrcUcGuqV8K6WZLNvIxm8fcrKYalDrxodaR62j1lHrJoInuYTMnR0StANBuVgP3cn2ytn30QLute/11WKOhuzSRzEsexLR2laUZo1E60lFFovXphdf1I81cC0nKl770SlNZHyzWMs2bHoUv+23Ni9eeZvfYkJbodaNC7Uub8NrrxYHtc5vs0+j1u3ta+bwIZeQOaMAv6BgZGoGwyvrYU1L/3uIKSvTM0OStYfg9zJGsnZKE9Xp30fteGktRsTrL4qlnMdWw27Ta2P38of2Zct4pq3P89qIHli8+2/oPV6LufV0KqpLrRsXat1+qHX786l1bX23Qq07CT+uTAghY7LKDqsWv1vMldeXt8hHfUlQbpUTkLKNodg6npmr9eGZLFs2GnetXWsay3LqvG9ptxZH2W/0uywbtZudSJXlo7nJ5ixKz66B956+7WBBrWvrv6UOtY5aRwbDk1xCZg7/aPjIZDvpdqe5tsPunSbU6nq78N6O/pC2l6F2cuOVGXI6UOsvOkmptZWNf+iJSGtabc6t6aqNNYsnut5DTipqp1StJzJrvueodSNDrdvfl4VatzeNWketWyM8ySVNyMXfjgev/Es48d3fOXUoZN3oij9kOeyCOmRx83aS7Y56aeq83e6yHRsHgvJR3zVad71bDJxXvmzP7tJ74492+jd5P1vz1NpfVsZes+xUonxfO+nw7qUhePeS11fLCVutvSFsWOtE5DIRuUNEjorI1U7+6SLyvi7/ZhE5v8h7XZd+h4g8v7XNAwG1jlpHrcuh1m1E6/iQS6ocuugpeMY7fhO/8X/+Er7vn/17PugSsiqeyWvZGS8XoGjh9gyGJHkW77TDay9bCLOF0saaxRHV9cxM1l7t5CIzQTatNn/e2COzkxmsckw1wxhdV3HyvLEPuZdq2Pp2bEOu6zIPGRMhIocAvBXACwBcBODlInKRKXYVgAdV9ckAfgHAm7u6FwG4AsC3AbgMwD8RkUONbW431Dq/XdtHVJdatxdq3eQcJK3jQy6p8pWzH4ef+sbbAAA//ITjeOhbHztxRGSdiK72Q5Yg2q2N3kcmoNyptoYjMjnWXJSxDNlNHrrjXDNnXluRaWjZmY/ee3VqeHPktdXPZxZDZNBsP9519trITGP0eqh5jfrz5sLei9FJk60T9WPnrvGkwWPDWncJgKOqepeqfhXAewFcbspcDuD67vUHAFwqItKlv1dVv6KqvwfgaNdeS5vbDbUuL2PfU+uodVkbjVDrFvAhl1Q5/XMP4G/+wXcDAN74R9+GM2/74sQREbIDeAuJNVOZefNMRoupispHhqRlkfXMlz1RqcVmzU4ZU2ReI6PlxRQZGdufZy6s8Y7MR+0UopWaAbLjL3/bskNPJ6I5j/JbHjb6ct4pU62foXnTcQ6Au4v3x7o0t4yqPgzgIQBPTOq2tLn9UOv21qfW+e1Q64blTceB0Tp+8RSp8sjR38O9P3A+Lj3/Kpx+zx9DP/uZqUMi64RfNT8NpYGwu9r2fW1331tArZGqLcaRSfFi8XacbZutO+llG96ufjZ+a3rK35GJzMxSVtczpkAcr3cdI7zr4PVp2/XG7cXhxZpRM7DRfNg59dpsuQ+ze3kVuVpd684SkSPF+2tV9dpVG915qHX726DWUeuodRuHD7mkiYfv+n2cdtfv45GpAyHrJdqlJZulZac9KxMt7KsskNGC7bWbmRM4+TaeyKzVzKeNJSqblbH9eP1mZtzWabkWNi0zqbV5qBnQ7FoNIbqXovaifr38rK0Wc70M69G6+1T14iDvOIDzivfndmlemWMichqAxwO4v1K31uZ2Q62j1lHrqHUTaR0/rkzI3NEVf8hy2N3vPk2d/KyN0oB4tJg5uwB7u9n2fbaIl/leWWsoajveXl01ZSLzkO20Z/HUDFPUho0xat9rozbvtm1vjlquVdRfLd22nz2ctNxbNjYNXpdpQw2srb85rbsFwIUicoGIPAaLL1c5bMocBnBl9/olAD6qqtqlX9F9I+kFAC4E8BuNbW4/1DpqHbWOWjeB1vEklxBCpqLc3bbmz9utRlHG0mpQbJtZX9FCa3fny37KvDKG2phsrFlZr4+WNstyNqYIb6xZXtl+LX7vvW2zlhe1h2BsLeNpnZPsHmq5bll9Ly96MNkCVPVhEXktgBsBHAJwnareJiLXADiiqocBvAPAL4vIUQAPYGHk0JV7P4DbATwM4DWq+ggAeG2OPba1QK2LY6XWUetsHrVuLVrHh1xCZg6/IXlkMoPi7VjXTEOLYaj1bduqLfyrtFG732rjj/oYYliz1+V7azqy+YtMk3cNLNl4MgMUzXXt+kRjb72XvDQ7/lr89sEgirt2Lw5g01qnqjcAuMGkvaF4/WUALw3q/iyAn21p88BArcuh1vlp1LqVodYt4EMuIXOHD7njYRfSaEc3qldrF0G5aFHuX2eLeGaQajHZ9ltOE2qGzWvb1osMbzSOWl/evNXm3JZZ5hpnffdpNZObjce2YeeyxeAPuTez8rVyQ+6hLBYyDtQ6ah21jlo3MXzIJWTuUAzHI1qwaotozWwNMVM105T1V1t4I+NQM07eTncUTxZfy/zV4mgxtvbfTGu/UZ0hRtS2u4rpyx4IakQPB5Yo9tp1G2qyW6DWjQe1bm9Zal1eP8qj1i0HtQ4AH3IJmTWNf/ibrJuWRXKVXdyyjb5db3d9mV3mGna3PBvruu696OSg5RTAi6llXmw9r8+oTNlXmeeZ4ZZrUevTO93xykfptsyyRjoiK7+Ofweg1k0GtY5aR62L46z1twTUulPw25UJIWQbsIuSNUbZoqVBfc8MeXWi0wV1ytYWYa/NKPZsZ92Oyb6unYjY9iNqBq3lNKjWZlauZgC9dr3xZ4beM3xR+54ht223GigvJsX+e2/IvUXzdvCh1sXxee1R6/a3E/VPrSMFPMklZO6s/kfDSSvlYtdqOLx8W791d72sl9W3ZWo7zOXuubcwW+Phxef177XRv64Z4Wz8rSc4q55oeO14ZaN7IbsuQwzQMnNV1ovmspxPr1yt7ZbTmmVNpwe1bjyodX6fXltRG/1ral071LquXWodwIdcQgh3C8ejxVCVJqp/D+RGwevD1s3MTmZwonKRQbRxRGbTlvfiz0xFLV4bSy1eG6vtIzNvQ/yEd31q+dYAZeWy+LyTp/59zWxHfUXlMry5LNuyxrKss4p3o9aNB7Vuf9tZ/NS6U2nUOmrdmuBDLiEzh/93Y0Ts6UbLYuuZj9ouvdd+VM7mZf1HbUd1vX7L9FpfXv1lTVZksKPyQ9vq07N+svHXTGDG0Gthr73Xt3evRe1mpxG1eDMDaP+9rAi1bkSodXvTqXX722iNp1aOWre/W2odAD7kEkIohuOxzG54Zggi42JNYbRrHy36tv+onaHlPbNaI4rPM72APzfZyc6QNoecAnh52fiHzGv2vrWcF1cZx5B7ZOj19OLMDPMaTN/JNsk4UOuoddQ6at3E8IunCCFkTFqMVolg70Id7URb+sU1Mzmo5EX5tfJZvy0Gx5b3Tg3KfqITlyiObNc9O4GK6g0xFKu0Ec3zUNNXtmVPJqJ7KcvPYveup5eXlSMHE2pde1t9eWrd/jLUOrIkPMklZM4o+LGWsbE75eXC65kUuzBb7PWzu8LR9fV2tG2MXp2WtlpOEiK8kxmvXRtPZPCy+bHte7+z9r04IjKj3YI3lmy8tfnyaDkFajmZqPU59J5YtV5Xl1o3MtS6HGpd3Ae1jlq3BviQS8jcoRhOgzUYmUErqS3G1lja92U7HtHi32qYbBtDF+qaqfDiaTFlyxi32jiiubF1lzEsteu8zOmRV9eb69q94z28DDF4qzwYrAK1bhqodW39U+v2xkmtWx5qHQA+5BJCKIbbQbYYZgYkWni9BT5qZ2h6S9/eOLx2h6a3mJ/I4Hj3emRiVo0lm4Nszrz81j4zE7VKGzXDXLsPsnhajHVLey1Q67YDah21Lsqn1tXba4FaB4D/J5cQQsZDzW8vDxi2gNp8rx3F/t32srw1RVF8WuRFC7Xt32u3ZggsLQbMlrfjtUYjwpoiG0+LQcmuZZQ2JD/qM6vnjafWRqtRyup593zricYysZDtgFoX1836pta19UmtIw3wJJeQmcP/uzEiLbvhltpuOxrztFLWmkJbPjKRtTEM2eX3yg45qcj6iMbvGWI7tmx+vbqROQTivj0is+qNP7u3vFij/Civlu6Nv8X0tVwzOwdLaha1bkSodXnc1Do/dmodtW6N8CSXEELGxC7QPdGOsGewvDa91+V7r53sJEEQmw7bhncKYPto2c22MbSMv+w/MzuemfPa9+YnMpq2TDa3kSG0bZVz6RmiqP8yL4ojmyevbnZfeSY5u/ci0+7dS/3raM6G3EtkOqh1dah1+2Px2izTqHWkEZ7kEjJ3uOM3HaUJtItsbRe4toBn5co+7fWP+sl2070+UeStYzc9OgmpGZLWnf7aKUpLjF567WTE6y+al2z8fR1vnjITtex9tey9Z/PLtqL7scxbxfRR66aDWketo9ZR60aGD7mEzBkFP9YyBS3GzquTvbdtRIv9EKMVxVqLt8X02LJl+ezUJevf7uRHZsfLt79bDGQ0X7ZMy1y1li/7i2L1yrS25Y3XXpeoDODHn5nR7IEiqrcM1LppoNbtL1uWp9ZR66h1G4MfVyaEkKkoF6Ihu7Zqfntkpsgr5xmQbKGNzKMdU22x9eYgM2xe/+WufvkT9VPWt2YxuiZD4vHybNu2z6H3QhZbi8HxzGIUY3aPeO3UHlK8E53oPohiIQcLah21jlpHrRsZnuQSMne44zcNyxiJbJe41mZLGS8/MhWti3I2jtpvr55ts6wz5BTBS/d287PTDa+tbGfeizk7BcjGa997cUbX3DuVsH21Gqxl7sfoHovGlt1zQ6DWTQO1jlpHrdv7nlo3CjzJJWTu6Io/ZDi10wm7497/znaxh1yLqJ6NK9rpliDPq2fLeePIjIodf83cDjlN8d57ca2T7DrW+htiPmtl7Gtvzpfp37aR3V/962z8nrFdFmrd+FDr9rfp/bZtUuuoddS6leFJLiEzRgD+342xKXdsWxf6FnNid9bLvKiOjaF2wlCmRXk21uy0xDtNyNI9ItMYzW/t9GZIWkY0P5np8q7H0LiGmLMojuhear1vvTaicWUnN+u4DkU1at3IUOviOKh11Dpq3cbhSS4hc4c7fuPhGSdv9zdbNLM2vPRsN9/b0c7ia13wo53olvvFmg1v/BYvra8bxeDNe/966AlJLX8ZM9YSt4fXT3YdaicN3r1Xlsuuh2cko5hqMa8Dat14UOva6lPrqHXUuo3Bh1xCCBkLu1OvQVpftqzj7fLbBdguxtaEeYtvmW7rtxqWWjlr5Cy1XfVo/F7f1qhG44/MaZnntenl27zsVCIzEN4Jj5dnY6sZ7OgBIerTu5ei62IR+PdSFoONJbsfycGAWketo9btj8HGQq3bKPy4MiFzRsGPtYyNZypaTysiQ2HNT7So2j4jUxUZseh3RBR3GW/0uqUdm5YZ0NZ0bye+xDOanrHLxuSNuaXP2vjLNK+PbA6iMtk95+XXTHLLvA69hi1Q68aHWketo9bth1o3GjzJJWTu6Io/FUTkMhG5Q0SOisjVSbnvExEVkYtXGs9BwFs07Xx6C2o0554By3aG7eIdxZItxrVF2ovF68ur37KL770eOg8epRHzdvlbjJEdX8v4PTMdnQzY1zVsfduONYneHNq5KB8cbF/ZfZ3F2PIAswob1jriQK3zX0fly5i8MtS6HGrd3lhmrnU8ySVk7mxQ0ETkEIC3AngugGMAbhGRw6p6uyn3OAA/AuDmzUWzZZSLJ+Av7pYhJskupN7JRHaqEbXdusM+JN+bi9a+y/JlG9Y01U4QbB+1E5eSmmH3Xrf0vczJQFbWmwvvpMbGHN0nSPJaHwyihwuv31XZIfN2oKDW7Y+XWuf/jtou26XW1aHWAWg4yRWR60TkXhH5TJF2pojcJCJ3dr/P6NJFRN7Sndh8WkSetsngCSFbzyUAjqrqXar6VQDvBXC5U+6nAbwZwJfHDK5kFK3LDEKZ7u0O2zRb3jMcnhlo2UGOdvI9E9N6alDGFO32Z6ca0VhsG+X7Wp0s9mgOonJZ2dLYZGZmyFzWxlLro2YMbR0v9ug6ev1F8WT3tTqvyVrYuN5R66h11Lq4DrVuFFo+rvxOAJeZtKsBfERVLwTwke49ALwAwIXdz6sB/NJ6wiSEbArR1X4AnCUiR4qfVxfNnwPg7uL9sS7tVP8Lw3Seqv7bTY+1wjsxptb1hsamwUm3eWLe23p2lz9aUBX762cxRDvfZZ7tz0uzsUUxlHgxewa5tT07hto8AfvbiQy5V65s3xt/mR61YetEBs3Li9rw5qws650YRebPu+5evaic9wDgjWdJE7gGrdsl3omx9I5aR62j1lHrJqD6kKuqvw7gAZN8OYDru9fXA3hxkf4uXfAJAE8QkbPXFCshZBNki0DLD3Cfql5c/Fzb2rWIPArAPwLw4+sazrKMonXlIubtvttyMGW9BbBsp7YTX7a/TFy2bJQfxZ+dbNj69kTA9hvtzreMwTM12WlIbX6za2Rfe+P3Tmq8WLzftn+bZ42VN69Zf2U72bUpxxHdSza+Mq7IdHu03ueW1bVuZ9i43lHrqHXUOmrdxCz7xVNPUtV7utd/COBJ3evqqU2PiLy6P/n5M3xlyTAIISuxqhDWxfA4gPOK9+d2aT2PA/DtAD4uIr8P4JkADm/Rl0+tVese+ZMvLW/OyjRNypT5fRlrBLy8aDEuy5eLemRCvfit+bBlohgstl87FttXnz7EKKj5Hc1dZH49w1Smt5hCb/xlnh1/7d9hZupqhqs2D15f3r3k3U/2/vOuZ9ln63g9Nq91u8BKeketM+1Q6/yy1Dpq3Uis/O3KqrrUlKjqtf3Jz6Nx+qphEEKWZMMfa7kFwIUicoGIPAbAFQAO95mq+pCqnqWq56vq+QA+AeBFqnpkQ8NdmnVo3aGv+7rYTAHxrm7NcHhmJTNPXptevrc7nZkGi7fwZ2UiQ1vrBya/pcwqeaX5rVGLx2sjM5RRXu16276iua6dPESGN+vb3gdlWs1ElvdhNgct4WxW63aKZfSOWlfUo9bth1qX16fWrZ1lH3I/339Upft9b5deO7UhhMwIVX0YwGsB3AjgswDer6q3icg1IvKiaaNrYv1a5xmBaJfbppWLbnZKELXTk5nHMr+2KLcarJbFvSwflYnmxWOpLYmibouZynbgW2kxMVkcmdn35ivrNzLY1vBGKPbPgZ1Le62HmvQdMmBbyHr1jlq3vwy1rh5PVJdaRway7EPuYQBXdq+vBPChIv2V3TfxPRPAQ8VHXwgh24iu+FNrXvUGVX2Kqv55Vf3ZLu0NqnrYKfvsLTvFXa/WeQamZbe6ZozKMuX7zEjZ994C27qLnN0H5cJfiyczcWU5r+2sXZtWu28zU1Iz06salSHlyzn15teb15aHgchA1u4/ewrhtV27p2q60nqqlLW9Ia3LiL652Cl3ZVfmThG5skv7WhH5tyLyX0TkNhF5U1H+h0Tkj0TkU93Pq1YIc316R63L46HWUeuodRvXupY/IfQeAP8ZwH8nIsdE5CoAbwLwXBG5E8BzuvcAcAOAuwAcBfA2AH+n1j4hZFr4sZYFo2idXZyjBda+7xfTKD9b9G35sk5EdHIRLYbZYl4u+K39l/2V8UR1W02rt4APiSeKL3sfjdvrr+XEqNaP7cOmWXMXxWHft8Sfjallfj3j6PXX+kBim59W66JvLj4Vn8iZAN4I4BlY/Pm1NxYG8f9S1b8A4DsBfJeIvKCo+j5VfWr38/aWYDaud9Q6ah21LoZaN4rWnVYroKovD7IudcoqgNfU2iSEbBGrC9pOMIrWWRNkd6ajBdLmR+0MicFr374u823d0mxYMxEZsayPvl7UfzR+j9p8iPO6ZdfdG4NN9/qx/dWuWWZyvPHXfkdGMYrRI3tgiep7/Qy5X6P6yzKt1l0O4Nnd6+sBfBzAPzBlng/gJlV9AABE5CYAl6nqewB8DABU9asi8kksPjK8NBvXO2pd3Edfj1pHravVXxZqHYA1fPEUIeQA4+1WD/0hy+GZgf61t8sL7F80renyFvisT6/NzMC07lBnMXh50Y55bfxeH9Hrvr1+riODHc2h7TcyQvZ1y/izWG1fkWmK+vGMacscZPeSbS8axzL3Qknr9W9hPVqX/U3wGtE3F5e0/F3xJwD4XixOSHq+T0Q+LSIfEJHy/85uB9Q6ah21Ls+j1m1E66onuYQQQtaEXSBbd73LvLJM7USiZSe9dXEtzWlUPzONZdtRXNlpRTaOzNBm/UTXwJvjiMiIZ7Fn4/HMfS2O7Ppn5SMjlt1LWfnswSQr5/WVvZ6O+1Q1/PNmIvJhAN/sZL2+fKOqKjL8Q4EichqA9wB4i6re1SX/awDvUdWviMjfxuLk5HuGtr12qHXUuigtaoNaV68zHjuhdXzIJWTG2E1KMiKemcsW71bzZtsaeoFb+6kZnojSyETjtuVqcWXmrsVgePVq5WpEBr3sp+X6tvSdjaP1nvKuxTrvpSEPINGJzAqMoXWq+pywf5HPi8jZqnqP+ebikuMAnl28PxeLj/r1XAvgTlX9x0Wf9xf5bwfwc8Mj3zDUOmodtS4vS63biNbx48qEzJ3VP9ZCWonMSY83nzat3GUuf9uTkxai+rUYbF7LiuoZjhYjkM1JFvfQOSjb8+5vb85t/cyoeOWs2enTamOqjT8bu9dnmd5yL0X9ZtesZuLK8deu/bK6M63WRd9cXHIjgOeJyBndl7A8r0uDiPwMgMcD+NGyQv8nfzpehMWfapseat0Cat3+MtS6U3nUuo1qHU9yCZk5u/QNyQeecsGzC6C3cHoGIqpTYtuvGbeszSivf1+7v6zhaRlLtju/LGX9bJyt5j2bJ69f77RnyHX3ytfmxM556/x7dVv6LO+J1vb6en2ZFa7xxFr3JgDv777F+HMAXgYAInIxgB9W1Vep6gMi8tMAbunqXNOlnYvFxwD/C4BPiggA/D/dt4v+ve5vjj8M4AEAPzTmoJaGWketo9b59foy1LqVtY4PuYQQMgXebj8a33ttWDIDkC2e2WIeLcrWuES/vb6HGD2v76hMqwEq47K7+pGRrZmz1tOFsrw3vzWTY8efGcPIdNlxZKbXvs/aQ5Dn3Rs2fjt/6zT4E9F91M775uIjAF5VvL8OwHWmzDEEo1bV1wF43VqDXTfUuv3vqXV5WQu17sCwTVrHh1xC5g5Pcqch28XNyvTlvIXSMyO1U4fMiERki7fXRmubXjwtRGP10iKT1XK6UTODNYOMIC+7Hq31o7htenTP2Fha76UyPTN6UX0vnqxMzVhnUOumgVq3v00vnhaodXHcNp1aN3v4kEvI3KEYjk+0QNcW8Khca72+busOcdZ+thuOIK0lrqF1a0Yv6sebw8y4eX14ps+WsWVbx9FaZojpi9Jqhq0lpqGnDp7h9OKxca0CtW58qHVxXEPrUuv29hfFmqVR62YFH3IJmTOKqf/vxrwojY1ncjxDEbXjGbJosaydaGSnFCXeIhzFukxaZkYiovplnC2nD2X9mgFtmYdW4zLEsHksa3RtGZvXEn9mFrMTt1rsqxo8D2rduFDrqHUWap0f87qh1p2ED7mEzB2K4XjUTIBnTjwT4i3A2cLa0q99nRmKVmMa9ZGlt4w/azM6uYgYYjxajfgQWkxf9G+0dl1t3tBTs4jodKTFUEZteHnrNobUuvGg1uV9l3WpdXvf1+pS6+pQ6wDwTwgRQsj42AUoel/bZS+pLZBqXtv3ZXl72lHrr6zn1fH6ivK9tlp3+aO4on5baY25pX4URzbeFlNZG1/Lacky8x2Vr5lIa+xbrjeN28GDWhfnU+uoddS6jcKTXEJmDj/WMgHZzn/rDrNXJvuolpde7kqX6bXTi4iynm2vVi+L2WKNaTa2Wlte21lMQ9sb0ueQ8nb82TWz18T7jSAPGD6XQ+6l7AFj6H1UgVo3AdS6/fWymC3UOmrdElDrFvAhl5C5QzEcH29x7dOB9gWuxUC24hmBktZYh5yK2PZbytm8yBQsaxI8U4wirS/jjb/FJA4xkZHBjdprNdjR75Y+bGxeWu1e8spn+euCWjc+1Dq//ZZyNo9aV2/H5lPrZg0fcgmZOdzxm4jI/NXqoFI+W5AtnmlZZTffLvzZ7rnXvib5cPKGzFtmWr0+szmw42o1hNn1i06FVj1lyNJqRr6172j8Q07fhpyKLalZ1LqJoNbtb59aR62j1m0cPuQSQsjYtOxOtxiP8rW3s1zr20tvMRPRjnQ2lhbT2rI7H5m4lvp9+czkecbFMz2RQcnmpWZoa7HVzFTUb0t6eT/17+19FTHkHo5OjbL7dt2nHGQ8qHXDYrPtUOv21/Wg1hEHfvEUIXNG1/BDhmPnze6Se2UiImNiy3jte/229leS7aJ7JwleLEP67+t4JwFem9GOeq2PqE+vjEc2Vi++rE1vHqNTFq9uLe7IQLeUb6U0k2Ub2fjtQ04WUwa1bhqoddQ6ah21biJ4kkvI3NkhQTsQlIt1tKOrpmyNIScS5WsvnqyNsj9rurJ+ywW7xaja+l6aVz9q06tTi9crv6yBtHPQWt/rKxp/VK6VFvPZ2m523fo+Wu47a5i9B5ghUOvGhVpHraPWUesmhA+5hMwYAfh/N8bEW+y8Ra+2m14zaNmCGpmZ2s6yt+hmZsOanTJ/qNGrxVnWHWp4vLha5te+rtF6/fp2bdlabNkce9eoZs6isi1zVLvvopOUqK3WB4VKM9S6EaHWUetq7fft2rLUuvY6QTPUugV8yCVk7lAMpyNa0DKD1LpwZ7vftQXeOw3x7hOvjj3JyKgt6EPGXzMimUmL5jEyPsucVHgGvuXkosWMlbSaVs+IZSZ+KLU59PrJxrSMofdiItNAraPWUeuodSPD/5NLCCFj4S1gdjGqLXDZYhwZJZtnjZxtMzONLb8zg5XtbA9ZmDMz6rUp5n2tba+tMt+WaY09G/8QI1eOv6Vva7Bq/Qw1WbZN776wJ2O2n8zwDp1nMi3UOmodtW5veWrd6PAkl5CZI0olHZXajny0k9uyC9znlW2tYq7KdsrfXkwZ0YmHZxYiY+Tt/FszUCtvy9RitXHZaxOleX1lpr/lunr53nhbTj1sf5HhsmOJ7kuvTY+yjeghJTPd2UlbA9S6kaHWxbFQ66h11LqNw4dcQuaMgruFU1AzbtnCnV2vFiMWtZMZy8zMtLQRGYshprRl5zvKb2EZQ1IzWF6cNXOTEV2fzIiW1OYt68OWL+crM4gtfbay7Lz1cVDrxodaF9ePoNZR66h1a4EPuYTMHH5BwYh4i0+5OzzEuJX1a7vuXpnI2Hmx1Ha/bTltKOvRuqB7sUvltU2z8XkGpiyzzM5+zRhGebX7wLse2bUuY/XmInqdxZIZT1suO5VoMYXZg8gAqHUjQq2j1lHr6u1YqHVrhQ+5hMwdiuH0tJo+i2fOvLRsV7h2/TMzExnC2niy3e8WSnOSGQdv/NFJjWdMa6cFWdw1w+iNPzthsfX7/luucZnujd8zfF5sUXtDDHtmLKOHGC+eZaDWTQ+1bhjUulP9U+vaodYB4BdPEULI+GSGqBWvbHRyUiuXGRNrBKI2I4PgGQqvv1r7ti9r4lrmo+zbm4Myr2b6vH768tH82Rha071y5fi9eYvmp/UhIJsfey2905GyHVsmMo3ZQ0xtTsl2Qq3zy1Dr2qDWkRXgSS4hM4cfaxkRb9FrXcyihdsuqNHuvY2jfF0zULZetmOf7bZ7O+feODwiA1m2k53EWGwsUZ1o5z+KMTJUtfnK6kf5LebOm+eozyFtZ/GVhrRsz5I9cGzA6FHrRoRaF5en1lHrqHWjwIdcQuYOxXAaWhbiMg1BumdUWrALq92VX4WWdiID7I01G3/WZkuM3imGnY/W+WmJOYt16Ny3mLHo3rKva3Vb5mCIifXKeaZ9Xfdk3xYZH2rd3rLUOmodtW4U+JBLyJxR7vhNgmc2ykU8WqAt3o7+kP7L13ZXuqVtb9G2O9xenJnZaTG3Wb9eG15dz+xZamVaTi1a4rdzFhnSWv0y34vXKzvErLXck94JR3Rv2Osw5BRpKNS6aaDWUeuoddS6ieD/ySWEkDGJFs1oUfUW/aie9zurG8VQW3hbzIEUP0NiiMYX9eGVi/po3d3PTjwiMrPllfPKCPaPLTO2mXlufViwBr1Mi+4lby7s+IcYc2/8No8cPKh1OdS6/Wk2XmodWQGe5BIyd7jjNx7WUNhFsbZjXGsXQTnbvjVM3u643Xn24qjFZNtvOYnJ4o/atvU8s+XNdxS3Nxe23ZbTlOgUqaXfWt99WjSWaM69axidLrQY/CH3Zla+Vm7IPZTFQsaBWketo9ZR6yaGD7mEzBgB+LGWMYkWrNoiWjNbQ8xUzTRl/dUW3toOd7SwezvsUTxZfC3zV4ujxdhGpyG1fqM6Q4yobXcV05c9ENSIHg4sUey16zbUZFeg1o0MtW5vWWpdXj/Ko9YNhlp3Cj7kEjJ3lGo4Oi2L5Cq7uGUbfbve7voyu8w17G55NtZ13XrRyUHLKYAXU8u82Hpen1GZsq8yzzPDLdei1qd3uuOVj9JtmWWNdERWfh3/Dk62Ra0bHWodtY5aF8dZ629ZqHUA+JBLyOzhjt+EtJiJltOIiJad+qxOy/sez+xFC7pnRDLz0LfVYqqinfChu+8lQ08i1EnzymXXxMuLjOmq72vpPbVrm50OtZQv+2mNaQDUugmh1uX5/eu+LWodtW4FqHUL+MVThBAyJgp/V1uL12XZ0iBYM1TW9RY1r02b5+Xb9loWzCEmJtuF79/3MdjxDzEK2fgjvLKtu/WlMfOusRdjS/9l+tp2+pP0KK928mBNr9deS3lB27Um2w21jlpHrcvLU+s2Ck9yCZkzmciTzRDtWtde19LsdawZhKgfz2Bkxifa0c52sWsGyvZfo3Yi4dEylqwfe5pj5631BMYrk50URbSOpzRW0UlJ7V7yTme8+6ZmVrPTkKjsssaXWjc+1DpqHbXOj49aNwp8yCVk5siJqSOYEdmOsre4wkm3RAu4NQ2ZqfEMRmY+MkPiLdC2XhTHEOOS5du2vPHXjFg0/9GJk1c2onYdsusVjX+ZebL9RNen1aBFZjcy/lH/ZTlgb0wrmDdq3YhQ66h1WTlqHbVuBPiQS8jc4Y7feNQWzGghr5kAL69cVFtNnxdTZh48sjK1mGxeNC+tBrI2/haj45me6FTAa9/mZTHVxp6ViWKw6fa6thq6mjmuXfe+fPRQUPYTxdJ6D0ZQ68aDWketo9ZR6yaGD7mEzBx+QcEEZLu9y7QRLZblQur1a+tYU1IzXOrk1eKNjO0QbIxluheX14833944vL68flvNYGbsvX5q5rf1BMhrOyrvxT7UlEX9tsboxYTgfSPUugmg1lHrqHXUuongF08RQshUREbC4i2A0Y6xZ3RaDWXNOGbGJuu/FoM1YVE/XnuRgYuMSm0uPBPV/7bGdUi7Q6mZSM9AemVtuWwu+9fRtfTGHMURXZMWooeibMxbjoicKSI3icid3e8zgnJXdmXuFJEri/SPi8gdIvKp7uebuvTTReR9InJURG4WkfNHGtIwqHWn8qh1eRzUOmrdmrSOD7mEzBkFoLraD2mn37XtseZEg3IZ0S51nxftRJe/o1ht+7ZO7USj3KmujSnbzc6wO+Et44+MjRdjZoSikwVbtkZkzlrabJlf776zbXt9tRislpMHe19796mNq0yz419GdqbXuqsBfERVLwTwke79HkTkTABvBPAMAJcAeKMxiK9Q1ad2P/d2aVcBeFBVnwzgFwC8edVA1wK1Lu+PWrf3d0ub1Lo2qHUn4UMuITNHdLUfMpDMjGU79n1+tsDbBd0zMd5vYP+i6i24to53KhPtapfmKTMoXht9XmREIiPTEpt97c2x17c9QbGxZzFl5iiKuzb+2n1lr1U03ih+71qX5bL7pow/GkM2J3b8S55uTKx1lwO4vnt9PYAXO2WeD+AmVX1AVR8EcBOAywa0+wEAl4rIdpz/UOuoddQ6P84ojVrX2m6T1vEhl5C5oyv+kHai3ftsUY8MSLm4qvM+668WY4tBbMWajWjxt+bQq58ZD6/f2vijubWxWOPREkdmlqPxZzFmxssz6J6Jrj0Y2HbsfVWLz4ut1axl91j272MIq2vdWSJypPh59YDen6Sq93Sv/xDAk5wy5wC4u3h/rEvr+efdx/d+ojB3J+uo6sMAHgLwxAFxbQZqHbWOWudDrQNG0jp+8RQhhIxNtBiXWKMR7cxnu8tlXc/ARDFlRHHY/r34svEsk+7leQbMG3dWrxxLzbgMTff6tjEOaTMzmLWxR3VtG2V+rU6W7o3Pu2+ie6gvP/ThY33cp6oXR5ki8mEA3+xkvb58o6oqMvi85BWqelxEHgfggwB+EMC7BrYxPtQ6ah21bm971Loaa9M6PuQSMmME4EeOp6BmQoD9i17NFLUuwqsaq8jA1cxsZrKyGGvjHxKX10erEa6Z2SyerO3M4HgmaYhpj+It01tOaqL+h2rHMvdN2Y9g/5wM6HrTWqeqzwn7F/m8iJytqveIyNkA7nWKHQfw7OL9uQA+3rV9vPv9RRH5F1j8P7Z3dXXOA3BMRE4D8HgA968+mjVBrcv7ptZR62y/fT61bmWt48eVCZkzq345Ab94ahjeTnGLoQH8BTKa/nKH2NaJypfxeHnle+8kpfxt28jyamOJ5sy2Jdg/n9n4vXnNYorKeWPzDJKdp6gNr74t641/2X+K3r3i5QP5vHjxRPFF1yJqV1C/T2pMr3WHAVzZvb4SwIecMjcCeJ6InNF9CcvzANwoIqeJyFkAICKPBvBXAXzGafclAD6qugXCTK2j1lHrqHUTax1PcgmZOTzJHZGhu+h9vmL/4pztfGemxuurrGv7az2pyE4TbFve62yHPorHpnsmNcLLs/NWM+Q1U+T1lc1FFpuXV3toyOpGeZ7RLsvYOfeMmXcv2QeGIXF5fS7BxFr3JgDvF5GrAHwOwMsAQEQuBvDDqvoqVX1ARH4awC1dnWu6tK/DwgA+GsAhAB8G8LauzDsA/LKIHAXwAIArxhtSArXOj5VaV4/Ny6PWDYJat4APuYTMHT7kToe32LYYJyBfBGtmMms3Sx+CZ2Brr716Nh47V3ZnPDJ0LemRMY1i8NqJrkl0jW2frX2LSW+95lFctk0bn20zMuTZtauNNUprebhoYUKtU9X7AVzqpB8B8Kri/XUArjNlvgTg6UG7Xwbw0rUGuwmoddQ6al09jVq3Vq3jx5UJIWRqsoXMLv62jsBf+FvatwthZsiGUi7e/U8tBs/0eObHMwZDx2/7teU9o2bn3CsfjTOKcZW+h5rz6CHBM2te3T427xQoM+D2XsgMXMvYuDF3cKHWnXpNraPWAdS6DcKTXEJmDj+uPCG1U43s2mSnHXaXOGJVc9eCt+te5mVmMzol8IyDtyvuUZrF7ETEazdLj2Iq0zyT543Blo/GOfT6Re1Eed5pTmn+auPP+veoja3lemXdU+umg1pHraPW+TFR6zYGH3IJmTMK4ATVcDI8o5OZl5a8KL/Wh2ckazG2xGyJTJBXf8gYs3pR/9nYrHmO+svGPNQERnFE9b22MgMa5VuyeV7GLEcPIy1Gr/W61qDWTQu1Lm+bWketo9atHT7kEjJ3qIXj0WJ2ovzs1CIzCmWaZRmDNMSMti70LWbS/m4xurXTAZsmpk407sywtPaZGZ3oOkfjbzFELWbdxp5dg8zMeX1n17gW17qg1o0HtY5a57UXxUGtWy/UOgB8yCVk9vBjLSNiF0Bv8bQLu11wS9R5bc2Ll+/V98xV6+Lbal4zQxPFkI3f6zszl7avMt2LJ+qjxTBHabXTEM/YlXmWFqMZ3Vten72ps33aaxDFE93bWQw2FhvX0PsxgFo3ItQ6ah21jlo3MfziKUIIGZPMVHiLL5x8OO+j115ZzwRF/ampE/328AyYrWNfZ8YpGletflTXS48MTdlH7X00Pi+tZR7L65Vd1zIteijwsIbLu5e8e9RrM7p3o/c2xlqc5OBAraPWUev2Q60bDZ7kEjJ3Vv/D32QZolMOwF+4a4axTyvxdoS9vmwb1ghFv20b3ilEZuSi19mJRf++Vr6McYhhsNcli9Gjpa/a/Nr5y+6Tlj5KWk+ivHvJe5+d/GR9RWPM5mZVqHXTQK2LX1Pr9uZT69YDtQ4AT3IJmT2iq/1U2xe5TETuEJGjInK1k/9jInK7iHxaRD4iIn9uE+PcOryFs7YA9tRMR9ROVMbmRzvunhnty5eGIWrbiyeitkOezU82ftu2mh/bbjT3EuRbWoywV6ecWxtzFFeLGfVMnVe2dp948+W1lcWUtb0BNq11JIBal0Oto9atGWrdAj7kEjJn7KK3zE+CiBwC8FYALwBwEYCXi8hFpthvArhYVf8HAB8A8HOrD2yLsXMXLe7ea2s6PGNW2032rpmafDG/e4YYCFs+6q+lbhZ7S3+2rjhptfpZXFmf3jWJxm+vQ/RQEMVVjiu6lwC/HS/Glv6icZRttJqmFjO5LBvWOuJAraPWUet8qHWjwIdcQsgmuQTAUVW9S1W/CuC9AC4vC6jqx1T1T7u3nwBw7sgxjkt2epGdCNgF0Vsgy5OGqN+yfrnQRmbPq9MSozVrnvmw5sQzw17bNiavfS++qJw1VZkBrxmdMi0zY974o5OobN6jeW59ALBm08Zny3kxe31n91I2X7aM936HTNhOQ63bW95rm1q3P2ZqXZxHBsH/k0vIjBEAstn/u3EOgLuL98cAPCMpfxWAX9tkQJMyZKrLRd8zJpEZsvWidr36LQY0asvme3l2LC2nJd74vfTWHXEvxqjNaH6ivlvK1spneVmsGd54suuf1fPyW8Zj+66V78nmbwAjaB0podZR62rlqXV7odatHT7kEjJ3TqzcwlkicqR4f62qXju0ERH5GwAuBvBXVo5oW4kWLHsq4Jkk244tV1vEo/J2F9q25eXZ9iNj0Of15b047Y66fd1iQr1TlZYykdGJ3mcnBy2nJjaO8n1tDlti9U4Uspijfr17KTtdiky7dx/X2inrlm2sg9W1jrRCraPWUeuodRPDh1xCZs4advzuU9WLg7zjAM4r3p/bpe2NQeQ5AF4P4K+o6ldWDWhr8cxVZPRqC2WL+ct2lDMjEeW1xBLlefUzs5OVqZljL17PyGR9eXOaxR6ZRM9Ye21k1y+KyYs3Gk9EdA9m46vNjW2/JZbsPvZiWAKebowItY5aR61rjyNqa0modQv4kEvInFGsb+fQ5xYAF4rIBVg83F4B4AfKAiLynQD+GYDLVPXejUYzNdkimC381jTYa1YzexavTMuus9d/ZkRsDLavmlHJTBNMnpeWjScyh1ldr59oDJnR9sa/jCmuxdtiqst2amYyum5Rm1ks3j1dK7MKm9c6UkKt29smtW5/WvQ+iyGKl1q3ty1qHYANffFU7U+GEELmgao+DOC1AG4E8FkA71fV20TkGhF5UVfsHwL4egC/IiKfEpHDE4W7FEvpXbTYZWbQK+eVb1nsh5gEu/CX8XjmplysvXQbSxRjWS8av+27xSBkZti24xkfry3PCNs6Q8bvxZmd1LS057Vp82wfkXkr7wNrqGrXYcj16svYcdHATQK1zvym1lHrqHVbzdpPcos/GfJcLL5k5hYROayqt6+7L0LIqig2/UfDVfUGADeYtDcUr5+z0QA2yMp6Fy3u3k5zKy11s9MRry372mvHmrzMNGS76NYo1XbSS3PQMmdRv5nRsmMoy/TptROjbPxlG1F/3pii8beSXVsba1m+NHy1NmrYMWRxrtLPCFq3y1DrnDaoddS6IVDrRmcTJ7nVPxlCCNke+EfDV2I5vastcNEi7JW1ZWrmx/bh7dBH9bxde2/RzuKvmd3yx6sftZXNXcmy5sTG4PXb8u8hG1efX7v+dvzeqYQ9dfCIjGvZZmTMbJxlftRvNn9eu9GYl9Qdat1KUOuodad+U+v2xxqNoaxn31PrNsomHnK9Pxlyji0kIq8WkSMicuTPsLvfM0PI1qO62s+8qepdqXWP/MmXukSnpWxRLBfhqI5nvFoMZmTIbFoUX21B7g1IZirK39E4slijecgMiGeOy/6zE4oyPlsnu0ZlmjVb0euyL+911G/txCB6kGi9Bl5btYcOr98yvTbm7F5tgVq3CtQ6ah21jlp3oJjsi6e6PzFyLQBcfPHFetORX5kqFEJ2AhG5dXAlBYRfNb9RrNYd+ZEfnzgiQg428qN/n1q3hVDrCFkv1LrV2MRJbtOfDCGEkB2AekcImQPUOkLIgWITD7kn/2SIiDwGiz8ZcqC+LZWQWcGPtawC9Y6QgwK1bhWodYQcFKh1ADbwcWVVfVhE+j8ZcgjAdap627r7IYSsid3Rs9Gh3hFygKDWLQ21jpADBLUOwIb+T673J0MIIduJ7NCu3RRQ7wg5GFDrVoNaR8jBgFq3YBMfVyaEEEIIIYQQQiZhsm9XJoRsCdzxI4TMAWodIWQOUOsA8CGXkHmjAPhV84SQXYdaRwiZA9S6k/Ahl5AZI1D+3w1CyM5DrSOEzAFq3Sn4kEvI3KEYEkLmALWOEDIHqHUA+MVThBBCCCGEEEJ2CJ7kEjJ3uONHCJkD1DpCyByg1gHgQy4h84ZfUEAImQPUOkLIHKDWnYQPuYTMHH5BASFkDlDrCCFzgFq3gP8nl5C5o7raDyGEHAQm1DoROVNEbhKRO7vfZwTlruzK3CkiV3ZpjxORTxU/94nIP+7yfkhE/qjIe9VKgRJCDj7UOgB8yCWEEEII2TRXA/iIql4I4CPd+z2IyJkA3gjgGQAuAfBGETlDVb+oqk/tfwB8DsC/LKq+r8h/+8ZHQgghMVujdXzIJWTWrLjbx5NcQsiBYHKtuxzA9d3r6wG82CnzfAA3qeoDqvoggJsAXFYWEJGnAPgmAP9h1YAIIbsIta6HD7mEzBnF1GJICCGbZz1ad5aIHCl+Xj0ggiep6j3d6z8E8CSnzDkA7i7eH+vSSq7A4jSjFN/vE5FPi8gHROS8ATERQnYNat1J+MVThMwdfgsfIWQOrK5196nqxVGmiHwYwDc7Wa8v36iqisiyO4RXAPjB4v2/BvAeVf2KiPxtLE5OvmfJtgkhuwC1DgAfcgkhhBBCVkZVnxPlicjnReRsVb1HRM4GcK9T7DiAZxfvzwXw8aKNvwjgNFW9tejz/qL82wH83HLRE0JIGwdF6/hxZUJmjqiu9EMIIQeBibXuMIAru9dXAviQU+ZGAM8TkTO6byR9XpfW83IA79kzpoWJ7HkRgM+uGigh5GBDrVvAk1xC5g4fVAkhc2BarXsTgPeLyFVYfGPoywBARC4G8MOq+ipVfUBEfhrALV2da1T1gaKNlwF4oWn374nIiwA8DOABAD+0wTEQQg4C1DoAfMglZN4ogBN8yCWE7DgTa133UbtLnfQjAF5VvL8OwHVBG9/qpL0OwOvWFykh5EBDrTsJH3IJmTX8hmRCyByg1hFC5gC1rof/J5cQQgghhBBCyM7Ak1xC5g53/Aghc4BaRwiZA9Q6AHzIJYRQDAkhc4BaRwiZA9Q6AHzIJWTe8IunCCFzgFpHCJkD1LqT8CGXkFmjgJ6YOghCCNkw1DpCyByg1vXwi6cIIYQQQgghhOwMPMklZO7w/24QQuYAtY4QMgeodQD4kEvIvOH/3SCEzAFqHSFkDlDrTsKHXELmDnf8CCFzgFpHCJkD1DoA/D+5hBBCCCGEEEJ2CJ7kEjJ3uONHCJkD1DpCyByg1gHgQy4hM0cphoSQGUCtI4TMAWpdDx9yCZkzCuAE/54aIWTHodYRQuYAte4kfMglZO5wx48QMgeodYSQOUCtA8AvniKEEEIIIYQQskPwJJeQucMdP0LIHKDWEULmALUOAB9yCZk5yj8aTgiZAdQ6QsgcoNb18CGXkDmjgCq/oIAQsuNQ6wghc4BadxL+n1xCCCGEEEIIITsDT3IJmTv8WAshZA5Q6wghc4BaB4APuYQQfkEBIWQOUOsIIXOAWgeAD7mEzBtV/tFwQsjuQ60jhMwBat1J+JBLyNzhjh8hZA5Q6wghc4BaB4BfPEUIIYQQQgghZIfgSS4hM0f5sRZCyAyg1hFC5gC1bgEfcgmZNcqPtRBCZgC1jhAyB6h1PXzIJWTOKPhV84SQ3YdaRwiZA9S6k/Ahl5C5o/xYCyFkBlDrCCFzgFoHgF88RQghhBBCCCFkh+BJLiEzRgEoP9ZCCNlxqHWEkDlArTsFT3IJmTOqi4+1rPJTQUQuE5E7ROSoiFzt5J8uIu/r8m8WkfM3MVRCyIwZQesyRORMEblJRO7sfp8RlPt3IvIFEfk3Jv2CTh+Pdnr5mC6d+kkIOQW17iR8yCVk5ugJXeknQ0QOAXgrgBcAuAjAy0XkIlPsKgAPquqTAfwCgDdvYJiEkJmzSa1r4GoAH1HVCwF8pHvv8Q8B/KCT/mYAv9Dp5INY6CZA/SSEGKh1C/iQSwjZJJcAOKqqd6nqVwG8F8DlpszlAK7vXn8AwKUiIiPGSAghm6bUuesBvNgrpKofAfDFMq3Tw+/BQh9tfeonIWSb2Bqt4//JJWTubPZb+M4BcHfx/hiAZ0RlVPVhEXkIwBMB3LfJwAghM2Pabxx9kqre073+QwBPGlD3iQC+oKoPd++PYaGbAPWTEGKh1gHYkofcW2+99U9E5I6p4+g4C9uzODAWH8bi8+eGVvgiHrzxw/qBs1bs97EicqR4f62qXrtimzvJrbfeep+IfAnbc89s0/3LWHwYy362UutE5MMAvtmp9/ryjaqqiOz0N8NQ61IYiw9j2Q+1bgW24iEXwB2qevHUQQCAiBxhLPthLD7bFMsyqOplG+7iOIDzivfndmlemWMichqAxwO4f8NxTYKqfuM23TOMxYex+GxTLEMZQeugqs+J8kTk8yJytqreIyJnA7h3QNP3A3iCiJzWnXCUOrqV+kmti2EsPoxlPVDrTsH/k0sI2SS3ALiw+7a8xwC4AsBhU+YwgCu71y8B8FFV3elTDkLI7Ch17koAH2qt2Onhx7DQR1uf+kkI2Sa2Ruv4kEsI2RjdTtxrAdwI4LMA3q+qt4nINSLyoq7YOwA8UUSOAvgxxN/ERwghB5U3AXiuiNwJ4Dnde4jIxSLy9r6QiPwHAL+CxZeqHBOR53dZ/wDAj3U6+UQsdBOgfhJCtout0bpt+bjyNv3/Pcbiw1h8timWrURVbwBwg0l7Q/H6ywBeOnZcE7JN9wxj8WEsPtsUy4FCVe8HcKmTfgTAq4r33x3UvwuLb6u36dusn9t0vzAWH8bis02xHCi2SeuEn2ohhBBCCCGEELIr8OPKhBBCCCGEEEJ2hskfckXkMhG5Q0SOisjo/5dERH5fRH5bRD7Vf122iJwpIjeJyJ3d7zM21Pd1InKviHymSHP7lgVv6ebp0yLytBFi+UkROd7NzadE5IVF3uu6WO4oPke/rljOE5GPicjtInKbiPxIlz763CSxTDI35OBCraPWObFQ68jOQa2j1jmxUOvI+KjqZD8ADgH4XQDfCuAxAH4LwEUjx/D7AM4yaT8H4Oru9dUA3ryhvp8F4GkAPlPrG8ALAfwaAAHwTAA3jxDLTwL4+07Zi7prdTqAC7preGiNsZwN4Gnd68cB+J2uz9HnJollkrnhz8H8odZR64JYqHX82akfah21LoiFWsef0X+mPsm9BMBRVb1LVb8K4L0ALp84JmARw/Xd6+sBvHgTnajqrwN4oLHvywG8Sxd8Aou/I3X2hmOJuBzAe1X1K6r6ewCOwvlP4ivEco+qfrJ7/UUsvpX3HEwwN0ksERudG3JgodZR67xYqHVk16DWUeu8WKh1ZHSmfsg9B8DdxftjyG+0TaAA/r2I3Coir+7SnqSq93Sv/xDAk0aMJ+p7qrl6bfdRkeuKj/eMFouInA/gOwHcjInnxsQCTDw35ECxDfcFtS6HWufHAlDrSDvbcF9Q63KodX4sALVup5j6IXcb+Muq+jQALwDwGhF5VpmpqoqFYI7OlH13/BKAPw/gqQDuAfDzY3YuIl8P4IMAflRV/7jMG3tunFgmnRtCloBaF0Oti2Oh1pGDBrUuhloXx0Kt2zGmfsg9DuC84v25XdpoqOrx7ve9AH4Vi48gfL7/WET3+94RQ4r6Hn2uVPXzqvqIqp4A8Dac+njGxmMRkUdjIT7vVtV/2SVPMjdeLFPODTmQTH5fUOtiqHVxLNQ6MpDJ7wtqXQy1Lo6FWrd7TP2QewuAC0XkAhF5DIArABweq3MR+ToReVz/GsDzAHymi+HKrtiVAD40VkxJ34cBvLL7xrlnAnio+IjHRjD//+GvYTE3fSxXiMjpInIBgAsB/MYa+xUA7wDwWVX9R0XW6HMTxTLV3JADC7VuP9Q6ah3ZPah1+6HWUevIFOjE33yFxTeo/Q4W31b2+pH7/lYsvjHttwDc1vcP4IkAPgLgTgAfBnDmhvp/DxYfifgzLD7jf1XUNxbfMPfWbp5+G8DFI8Tyy11fn8biH/nZRfnXd7HcAeAFa47lL2PxkZVPA/hU9/PCKeYmiWWSueHPwf2h1lHrnFiodfzZuR9qHbXOiYVax5/Rf6S7eIQQQgghhBBCyIFn6o8rE0IIIYQQQggha4MPuYQQQgghhBBCdgY+5BJCCCGEEEII2Rn4kEsIIYQQQgghZGfgQy4hhBBCCCGEkJ2BD7mEEEIIIYQQQnYGPuQSQgghhBBCCNkZ+JBLCCGEEEIIIWRn+P8BJxB1PyMaYGIAAAAASUVORK5CYII=\n",
+      "text/plain": [
+       "<Figure size 1152x432 with 6 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "timeloop(10)\n",
+    "init()\n",
+    "plot()\n",
+    "print(dh)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<video controls width=\"80%\">\n",
+       " <source 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type=\"video/mp4\">\n",
+       " Your browser does not support the video tag.\n",
+       "</video>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.HTML object>"
+      ]
+     },
+     "execution_count": 14,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "result = None\n",
+    "if 'is_test_run' not in globals():\n",
+    "    ani = ps.plot.scalar_field_animation(timeloop, rescale=True, frames=600)\n",
+    "    result = ps.jupyter.display_as_html_video(ani)\n",
+    "result"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "assert np.isfinite(dh.max('phi'))\n",
+    "assert np.isfinite(dh.max('T'))"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.5"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/docs/source/tutorials/demo_assignment_collection.ipynb b/docs/source/tutorials/demo_assignment_collection.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..6a5c85a2d83a2abfbf81c513e8fbe81b43287303
--- /dev/null
+++ b/docs/source/tutorials/demo_assignment_collection.ipynb
@@ -0,0 +1,505 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {
+    "nbsphinx": "hidden"
+   },
+   "outputs": [],
+   "source": [
+    "from pystencils.session import *"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Demo: Assignment collections and simplification\n",
+    "\n",
+    "\n",
+    "## Assignment collections\n",
+    "\n",
+    "The assignment collection class helps to formulate and simplify assignments for numerical kernels. \n",
+    "\n",
+    "An ``AssignmentCollection`` is an ordered collection of assignments, together with an optional ordered collection of subexpressions, that are required to evaluate the main assignments. There are various simplification rules available that operate on ``AssignmentCollection``s."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "We start by defining some stencil update rule. Here we also use the *pystencils* ``Field``, note however that the assignment collection module works purely on the *sympy* level."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>Main Assignments:</div><table style=\"border:none; width: 100%; \"><tr style=\"border:none\"> <td style=\"border:none\">$${{f}_{C}^{1}} \\leftarrow {{f}_{E}^{0}} \\left(a^{2} - c\\right) + {{f}_{N}^{0}} \\left(a^{2} + b\\right) + {{f}_{S}^{0}} a^{2} + {{f}_{W}^{0}} \\left(a^{2} - 2 c\\right)$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$${{f}_{C}^{0}} \\leftarrow {{f}_{E}^{0}} \\left(c^{2} - c\\right) + {{f}_{N}^{0}} \\left(b + c^{2}\\right) + {{f}_{S}^{0}} \\left(- a^{2} + c^{2}\\right) + {{f}_{W}^{0}} \\left(c^{2} - 2 c\\right)$$</td>  </tr> </table>"
+      ],
+      "text/plain": [
+       "Equation Collection for f_C^1,f_C^0"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "a,b,c = sp.symbols(\"a b c\")\n",
+    "f = ps.fields(\"f(2) : [2D]\")\n",
+    "\n",
+    "a1 = ps.Assignment(f[0,0](1), (a**2 +b) * f[0,1] + \\\n",
+    "                  (a**2 - c) * f[1,0] + \\\n",
+    "                  (a**2 - 2*c) * f[-1,0] + \\\n",
+    "                  (a**2) * f[0, -1])\n",
+    "\n",
+    "a2 = ps.Assignment(f[0,0](0), (c**2 +b) * f[0,1] + \\\n",
+    "                  (c**2 - c) * f[1,0] + \\\n",
+    "                  (c**2 - 2*c) * f[-1,0] + \\\n",
+    "                  (c**2 - a**2) * f[0, -1])\n",
+    "\n",
+    "\n",
+    "ac = ps.AssignmentCollection([a1, a2], subexpressions=[])\n",
+    "ac"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "*sympy* operations can be applied on an assignment collection: In this example we first expand the collection, then look for common subexpressions."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "expand_all = ps.simp.apply_to_all_assignments(sp.expand)\n",
+    "expandedEc = expand_all(ac)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>Subexpressions:</div><table style=\"border:none; width: 100%; \"><tr style=\"border:none\"> <td style=\"border:none\">$$\\xi_{0} \\leftarrow - {{f}_{E}^{0}} c + {{f}_{N}^{0}} b - 2 {{f}_{W}^{0}} c$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$\\xi_{1} \\leftarrow a^{2}$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$\\xi_{2} \\leftarrow {{f}_{S}^{0}} \\xi_{1}$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$\\xi_{3} \\leftarrow c^{2}$$</td>  </tr> </table><div>Main Assignments:</div><table style=\"border:none; width: 100%; \"><tr style=\"border:none\"> <td style=\"border:none\">$${{f}_{C}^{1}} \\leftarrow {{f}_{E}^{0}} \\xi_{1} + {{f}_{N}^{0}} \\xi_{1} + {{f}_{W}^{0}} \\xi_{1} + \\xi_{0} + \\xi_{2}$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$${{f}_{C}^{0}} \\leftarrow {{f}_{E}^{0}} \\xi_{3} + {{f}_{N}^{0}} \\xi_{3} + {{f}_{S}^{0}} \\xi_{3} + {{f}_{W}^{0}} \\xi_{3} + \\xi_{0} - \\xi_{2}$$</td>  </tr> </table>"
+      ],
+      "text/plain": [
+       "Equation Collection for f_C^1,f_C^0"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "ac_cse = ps.simp.sympy_cse(expandedEc)\n",
+    "ac_cse"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Symbols occuring in assignment collections are classified into 3 categories:\n",
+    "- ``free_symbols``: symbols that occur in right-hand-sides but never on left-hand-sides\n",
+    "- ``bound_symbols``: symbols that occur on left-hand-sides\n",
+    "- ``defined_symbols``: symbols that occur on left-hand-sides of a main assignment"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/latex": [
+       "$$\\left\\{{{f}_{E}^{0}}, {{f}_{N}^{0}}, {{f}_{S}^{0}}, {{f}_{W}^{0}}, a, b, c\\right\\}$$"
+      ],
+      "text/plain": [
+       "set([f_E__0, f_N__0, f_S__0, f_W__0, a, b, c])"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "ac_cse.free_symbols"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/latex": [
+       "$$\\left\\{{{f}_{C}^{0}}, {{f}_{C}^{1}}, \\xi_{0}, \\xi_{1}, \\xi_{2}, \\xi_{3}\\right\\}$$"
+      ],
+      "text/plain": [
+       "set([f_C__0, f_C__1, ξ₀, ξ₁, ξ₂, ξ₃])"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "ac_cse.bound_symbols"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/latex": [
+       "$$\\left\\{{{f}_{C}^{0}}, {{f}_{C}^{1}}\\right\\}$$"
+      ],
+      "text/plain": [
+       "set([f_C__0, f_C__1])"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "ac_cse.defined_symbols"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Assignment collections can be splitted up, and merged together. For splitting, a list of symbols that occur on the left-hand-side in the main assignments has to be passed. The returned assignment collection only contains these main assignments together with all necessary subexpressions."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>Subexpressions:</div><table style=\"border:none; width: 100%; \"><tr style=\"border:none\"> <td style=\"border:none\">$$\\xi_{0} \\leftarrow - {{f}_{E}^{0}} c + {{f}_{N}^{0}} b - 2 {{f}_{W}^{0}} c$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$\\xi_{1} \\leftarrow a^{2}$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$\\xi_{2} \\leftarrow {{f}_{S}^{0}} \\xi_{1}$$</td>  </tr> </table><div>Main Assignments:</div><table style=\"border:none; width: 100%; \"><tr style=\"border:none\"> <td style=\"border:none\">$${{f}_{C}^{1}} \\leftarrow {{f}_{E}^{0}} \\xi_{1} + {{f}_{N}^{0}} \\xi_{1} + {{f}_{W}^{0}} \\xi_{1} + \\xi_{0} + \\xi_{2}$$</td>  </tr> </table>"
+      ],
+      "text/plain": [
+       "Equation Collection for f_C^1"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "ac_f0 = ac_cse.new_filtered([f(0)])\n",
+    "ac_f1 = ac_cse.new_filtered([f(1)])\n",
+    "ac_f1"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Note here that $\\xi_4$ is no longer part of the subexpressions, since it is not used in the main assignment of $f_C^1$.\n",
+    "\n",
+    "If we merge both collections together, we end up with the original collection."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>Subexpressions:</div><table style=\"border:none; width: 100%; \"><tr style=\"border:none\"> <td style=\"border:none\">$$\\xi_{0} \\leftarrow - {{f}_{E}^{0}} c + {{f}_{N}^{0}} b - 2 {{f}_{W}^{0}} c$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$\\xi_{1} \\leftarrow a^{2}$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$\\xi_{2} \\leftarrow {{f}_{S}^{0}} \\xi_{1}$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$\\xi_{3} \\leftarrow c^{2}$$</td>  </tr> </table><div>Main Assignments:</div><table style=\"border:none; width: 100%; \"><tr style=\"border:none\"> <td style=\"border:none\">$${{f}_{C}^{0}} \\leftarrow {{f}_{E}^{0}} \\xi_{3} + {{f}_{N}^{0}} \\xi_{3} + {{f}_{S}^{0}} \\xi_{3} + {{f}_{W}^{0}} \\xi_{3} + \\xi_{0} - \\xi_{2}$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$${{f}_{C}^{1}} \\leftarrow {{f}_{E}^{0}} \\xi_{1} + {{f}_{N}^{0}} \\xi_{1} + {{f}_{W}^{0}} \\xi_{1} + \\xi_{0} + \\xi_{2}$$</td>  </tr> </table>"
+      ],
+      "text/plain": [
+       "Equation Collection for f_C^0,f_C^1"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "ac_f0.new_merged(ac_f1)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "There is also a method that inserts all subexpressions into the main assignments. This is the inverse operation of common subexpression elimination."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>Main Assignments:</div><table style=\"border:none; width: 100%; \"><tr style=\"border:none\"> <td style=\"border:none\">$${{f}_{C}^{0}} \\leftarrow {{f}_{E}^{0}} c^{2} - {{f}_{E}^{0}} c + {{f}_{N}^{0}} b + {{f}_{N}^{0}} c^{2} - {{f}_{S}^{0}} a^{2} + {{f}_{S}^{0}} c^{2} + {{f}_{W}^{0}} c^{2} - 2 {{f}_{W}^{0}} c$$</td>  </tr> </table>"
+      ],
+      "text/plain": [
+       "Equation Collection for f_C^0"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "assert sp.simplify(ac_f0.new_without_subexpressions().main_assignments[0].rhs - a2.rhs) == 0\n",
+    "ac_f0.new_without_subexpressions()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "To evaluate an assignment collection, use the ``lambdify`` method. It is very similar to *sympy*s ``lambdify`` function."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/latex": [
+       "$$\\left \\{ {{f}_{C}^{0}} : 75, \\quad {{f}_{C}^{1}} : -17\\right \\}$$"
+      ],
+      "text/plain": [
+       "{f_C__0: 75, f_C__1: -17}"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "evalFct = ac_cse.lambdify([f[0,1], f[1,0]],  # new parameters of returned function\n",
+    "                          fixed_symbols={a:1, b:2, c:3, f[0,-1]: 4, f[-1,0]: 5}) # fix values of other symbols\n",
+    "evalFct(2,1)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "lambdify is rather slow for evaluation. The intended way to evaluate an assignment collection is *pystencils* i.e. create a fast kernel, that applies the update at every site of a structured grid. The collection can be directly passed to the `create_kernel` function."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "func = ps.create_kernel(ac_cse).compile()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Simplification Strategies\n",
+    "\n",
+    "In above examples, we already applied simplification rules to assignment collections. Simplification rules are functions that take, as a single argument, an assignment collection and return an modified/simplified copy of it. The ``SimplificationStrategy`` class holds a list of simplification rules and can apply all of them in the specified order. Additionally it provides useful printing and reporting functions. \n",
+    "\n",
+    "We start by creating a simplification strategy, consisting of the expand and CSE simplifications we have already applied above:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "strategy = ps.simp.SimplificationStrategy()\n",
+    "strategy.add(ps.simp.apply_to_all_assignments(sp.expand))\n",
+    "strategy.add(ps.simp.sympy_cse)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "This strategy can be applied to any assignment collection:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>Subexpressions:</div><table style=\"border:none; width: 100%; \"><tr style=\"border:none\"> <td style=\"border:none\">$$\\xi_{0} \\leftarrow - {{f}_{E}^{0}} c + {{f}_{N}^{0}} b - 2 {{f}_{W}^{0}} c$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$\\xi_{1} \\leftarrow a^{2}$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$\\xi_{2} \\leftarrow {{f}_{S}^{0}} \\xi_{1}$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$\\xi_{3} \\leftarrow c^{2}$$</td>  </tr> </table><div>Main Assignments:</div><table style=\"border:none; width: 100%; \"><tr style=\"border:none\"> <td style=\"border:none\">$${{f}_{C}^{1}} \\leftarrow {{f}_{E}^{0}} \\xi_{1} + {{f}_{N}^{0}} \\xi_{1} + {{f}_{W}^{0}} \\xi_{1} + \\xi_{0} + \\xi_{2}$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$${{f}_{C}^{0}} \\leftarrow {{f}_{E}^{0}} \\xi_{3} + {{f}_{N}^{0}} \\xi_{3} + {{f}_{S}^{0}} \\xi_{3} + {{f}_{W}^{0}} \\xi_{3} + \\xi_{0} - \\xi_{2}$$</td>  </tr> </table>"
+      ],
+      "text/plain": [
+       "Equation Collection for f_C^1,f_C^0"
+      ]
+     },
+     "execution_count": 14,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "strategy(ac)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The strategy can also print the simplification results at each stage. \n",
+    "The report contains information about the number of operations after each simplification as well as the runtime of each simplification routine."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<table style=\"border:none\"><tr><th>Name</th><th>Runtime</th><th>Adds</th><th>Muls</th><th>Divs</th><th>Total</th></tr><tr><td>OriginalTerm</td><td>-</td> <td>13</td> <td>19</td> <td>0</td>  <td>32</td> </tr><tr><td>expand</td><td>0.11 ms</td> <td>13</td> <td>26</td> <td>0</td>  <td>39</td> </tr><tr><td>sympy_cse</td><td>3.25 ms</td> <td>11</td> <td>14</td> <td>0</td>  <td>25</td> </tr></table>"
+      ],
+      "text/plain": [
+       "<pystencils.simp.simplificationstrategy.SimplificationStrategy.create_simplification_report.<locals>.Report at 0x7f9be404fda0>"
+      ]
+     },
+     "execution_count": 15,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "strategy.create_simplification_report(ac)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The strategy can also print the full collection after each simplification..."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<h5 style=\"padding-bottom:10px\">Initial Version</h5> <div style=\"padding-left:20px;\"><div>Main Assignments:</div><table style=\"border:none; width: 100%; \"><tr style=\"border:none\"> <td style=\"border:none\">$${{f}_{C}^{1}} \\leftarrow {{f}_{E}^{0}} \\left(a^{2} - c\\right) + {{f}_{N}^{0}} \\left(a^{2} + b\\right) + {{f}_{S}^{0}} a^{2} + {{f}_{W}^{0}} \\left(a^{2} - 2 c\\right)$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$${{f}_{C}^{0}} \\leftarrow {{f}_{E}^{0}} \\left(c^{2} - c\\right) + {{f}_{N}^{0}} \\left(b + c^{2}\\right) + {{f}_{S}^{0}} \\left(- a^{2} + c^{2}\\right) + {{f}_{W}^{0}} \\left(c^{2} - 2 c\\right)$$</td>  </tr> </table></div><h5 style=\"padding-bottom:10px\">expand</h5> <div style=\"padding-left:20px;\"><div>Main Assignments:</div><table style=\"border:none; width: 100%; \"><tr style=\"border:none\"> <td style=\"border:none\">$${{f}_{C}^{1}} \\leftarrow {{f}_{E}^{0}} a^{2} - {{f}_{E}^{0}} c + {{f}_{N}^{0}} a^{2} + {{f}_{N}^{0}} b + {{f}_{S}^{0}} a^{2} + {{f}_{W}^{0}} a^{2} - 2 {{f}_{W}^{0}} c$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$${{f}_{C}^{0}} \\leftarrow {{f}_{E}^{0}} c^{2} - {{f}_{E}^{0}} c + {{f}_{N}^{0}} b + {{f}_{N}^{0}} c^{2} - {{f}_{S}^{0}} a^{2} + {{f}_{S}^{0}} c^{2} + {{f}_{W}^{0}} c^{2} - 2 {{f}_{W}^{0}} c$$</td>  </tr> </table></div><h5 style=\"padding-bottom:10px\">sympy_cse</h5> <div style=\"padding-left:20px;\"><div>Subexpressions:</div><table style=\"border:none; width: 100%; \"><tr style=\"border:none\"> <td style=\"border:none\">$$\\xi_{0} \\leftarrow - {{f}_{E}^{0}} c + {{f}_{N}^{0}} b - 2 {{f}_{W}^{0}} c$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$\\xi_{1} \\leftarrow a^{2}$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$\\xi_{2} \\leftarrow {{f}_{S}^{0}} \\xi_{1}$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$\\xi_{3} \\leftarrow c^{2}$$</td>  </tr> </table><div>Main Assignments:</div><table style=\"border:none; width: 100%; \"><tr style=\"border:none\"> <td style=\"border:none\">$${{f}_{C}^{1}} \\leftarrow {{f}_{E}^{0}} \\xi_{1} + {{f}_{N}^{0}} \\xi_{1} + {{f}_{W}^{0}} \\xi_{1} + \\xi_{0} + \\xi_{2}$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$${{f}_{C}^{0}} \\leftarrow {{f}_{E}^{0}} \\xi_{3} + {{f}_{N}^{0}} \\xi_{3} + {{f}_{S}^{0}} \\xi_{3} + {{f}_{W}^{0}} \\xi_{3} + \\xi_{0} - \\xi_{2}$$</td>  </tr> </table></div>"
+      ],
+      "text/plain": [
+       "<pystencils.simp.simplificationstrategy.SimplificationStrategy.show_intermediate_results.<locals>.IntermediateResults at 0x7f9bad688dd8>"
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "strategy.show_intermediate_results(ac)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "... or only specific assignments for better readability"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<h5 style=\"padding-bottom:10px\">Initial Version</h5> <div style=\"padding-left:20px;\">$${{f}_{C}^{1}} \\leftarrow {{f}_{E}^{0}} \\left(a^{2} - c\\right) + {{f}_{N}^{0}} \\left(a^{2} + b\\right) + {{f}_{S}^{0}} a^{2} + {{f}_{W}^{0}} \\left(a^{2} - 2 c\\right)$$</div><h5 style=\"padding-bottom:10px\">expand</h5> <div style=\"padding-left:20px;\">$${{f}_{C}^{1}} \\leftarrow {{f}_{E}^{0}} a^{2} - {{f}_{E}^{0}} c + {{f}_{N}^{0}} a^{2} + {{f}_{N}^{0}} b + {{f}_{S}^{0}} a^{2} + {{f}_{W}^{0}} a^{2} - 2 {{f}_{W}^{0}} c$$</div><h5 style=\"padding-bottom:10px\">sympy_cse</h5> <div style=\"padding-left:20px;\">$${{f}_{C}^{1}} \\leftarrow {{f}_{E}^{0}} \\xi_{1} + {{f}_{N}^{0}} \\xi_{1} + {{f}_{W}^{0}} \\xi_{1} + \\xi_{0} + \\xi_{2}$$</div>"
+      ],
+      "text/plain": [
+       "<pystencils.simp.simplificationstrategy.SimplificationStrategy.show_intermediate_results.<locals>.IntermediateResults at 0x7f9bad688b00>"
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "strategy.show_intermediate_results(ac, symbols=[f(1)])"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.5"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 1
+}
diff --git a/docs/source/tutorials/demo_benchmark.ipynb b/docs/source/tutorials/demo_benchmark.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..d9eaefca2244ab449347ef6a68364eefee3c7c60
--- /dev/null
+++ b/docs/source/tutorials/demo_benchmark.ipynb
@@ -0,0 +1,285 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from pystencils.session import *\n",
+    "import timeit\n",
+    "%load_ext Cython"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Demo: Benchmark numpy, Cython, pystencils\n",
+    "\n",
+    "In this notebook we compare and benchmark different ways of implementing a simple stencil kernel in Python.\n",
+    "Our simple example computes the average of the four neighbors in 2D and stores it in a second array. To prevent out-of-bounds accesses, we skip the cells at the border and compute values only in the range `[1:-1, 1:-1]`"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Implementations\n",
+    "\n",
+    "The first implementation is a pure Python implementation:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def avg_pure_python(src, dst):       \n",
+    "    for x in range(1, src.shape[0] - 1):\n",
+    "        for y in range(1, src.shape[1] - 1):\n",
+    "            dst[x, y] = (src[x + 1, y] + src[x - 1, y] +\n",
+    "                         src[x, y + 1] + src[x, y - 1]) / 4"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Obviously, this will be a rather slow version, since the loops are written directly in Python. \n",
+    "\n",
+    "Next, we use *numpy* functions to delegate the looping to numpy. The first version uses the `roll` function to shift the array by one element in each direction. This version has to allocate a new array for each accessed neighbor."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def avg_numpy_roll(src, dst):\n",
+    "    neighbors = [np.roll(src, axis=a, shift=s) for a in (0, 1) for s in (-1, 1)]\n",
+    "    np.divide(sum(neighbors), 4, out=dst)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Using views, we can get rid of the additional copies:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def avg_numpy_slice(src, dst):\n",
+    "    dst[1:-1, 1:-1] = src[2:, 1:-1] + src[:-2, 1:-1] + \\\n",
+    "                      src[1:-1, 2:] + src[1:-1, :-2]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "To further optimize the kernel we switch to Cython, to get a compiled C version."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%%cython\n",
+    "import cython\n",
+    "\n",
+    "@cython.boundscheck(False)\n",
+    "@cython.wraparound(False)\n",
+    "def avg_cython(object[double, ndim=2] src, object[double, ndim=2] dst):\n",
+    "    cdef int xs, ys, x, y\n",
+    "    xs, ys = src.shape\n",
+    "    for x in range(1, xs - 1):\n",
+    "        for y in range(1, ys - 1):\n",
+    "            dst[x, y] = (src[x + 1, y] + src[x - 1, y] +\n",
+    "                         src[x, y + 1] + src[x, y - 1]) / 4"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "If available, we also try the numba just-in-time compiler"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "try:\n",
+    "    from numba import jit\n",
+    "\n",
+    "    @jit(nopython=True)\n",
+    "    def avg_numba(src, dst):\n",
+    "        dst[1:-1, 1:-1] = src[2:, 1:-1] + src[:-2, 1:-1] + \\\n",
+    "                          src[1:-1, 2:] + src[1:-1, :-2]\n",
+    "except ImportError:\n",
+    "    pass"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "And finally we also create a *pystencils* version of the same stencil code:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "src, dst = ps.fields(\"src, dst: [2D]\")\n",
+    "\n",
+    "update = ps.Assignment(dst[0,0], \n",
+    "                       (src[1, 0] + src[-1, 0] + src[0, 1] + src[0, -1]) / 4)\n",
+    "avg_pystencils = ps.create_kernel(update).compile()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "all_implementations = {\n",
+    "    'pure Python': avg_pure_python,\n",
+    "    'numpy roll': avg_numpy_roll,\n",
+    "    'numpy slice': avg_numpy_slice,\n",
+    "    'pystencils': avg_pystencils,\n",
+    "}\n",
+    "if 'avg_cython' in globals():\n",
+    "    all_implementations['Cython'] = avg_cython\n",
+    "if 'avg_numba' in globals():\n",
+    "    all_implementations['numba'] = avg_numba"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Benchmark functions\n",
+    "\n",
+    "We implement a short function to get in- and output arrays of a given shape and to measure the runtime."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def get_arrays(shape):\n",
+    "    in_arr = np.random.rand(*shape)\n",
+    "    out_arr = np.empty_like(in_arr)\n",
+    "    return in_arr, out_arr\n",
+    "\n",
+    "def do_benchmark(func, shape):\n",
+    "    in_arr, out_arr = get_arrays(shape)\n",
+    "    func(src=in_arr, dst=out_arr) # warmup\n",
+    "    timer = timeit.Timer('f(src=src, dst=dst)', globals={'f': func, 'src': in_arr, 'dst': out_arr})\n",
+    "    calls, time_taken = timer.autorange()\n",
+    "    return time_taken / calls"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Comparison"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 576x576 with 3 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plot_order = ['pystencils', 'Cython', 'numba', 'numpy slice', 'numpy roll', 'pure Python']\n",
+    "plot_order = [p for p in plot_order if p in all_implementations]\n",
+    "\n",
+    "def bar_plot(*shape):\n",
+    "    names = plot_order\n",
+    "    runtimes = tuple(do_benchmark(all_implementations[name], shape) for name in names)\n",
+    "    speedups = tuple(runtime / min(runtimes) for runtime in runtimes)\n",
+    "    y_pos = np.arange(len(names))\n",
+    "    labels = tuple(f\"{name} ({round(speedup, 1)} x)\" for name, speedup in zip(names, speedups))\n",
+    "    \n",
+    "    plt.text(0.5, 0.5, f\"Size {shape}\", horizontalalignment='center', fontsize=16,\n",
+    "             verticalalignment='center', transform=plt.gca().transAxes)\n",
+    "    plt.barh(y_pos, runtimes, log=True)\n",
+    "     \n",
+    "    plt.yticks(y_pos, labels);\n",
+    "    plt.xlabel('Runtime of single iteration')\n",
+    "    \n",
+    "plt.figure(figsize=(8, 8))\n",
+    "\n",
+    "plt.subplot(3, 1, 1)\n",
+    "bar_plot(32, 32)\n",
+    "\n",
+    "plt.subplot(3, 1, 2)\n",
+    "bar_plot(128, 128)\n",
+    "\n",
+    "plt.subplot(3, 1, 3)\n",
+    "bar_plot(2048, 2048)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "All runtimes are plotted logarithmically. Numbers next to the labels show how much slower the version is than the fastest one."
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.9"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/docs/source/tutorials/demo_derivatives.ipynb b/docs/source/tutorials/demo_derivatives.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..4fa72aa20a767cea8ef2b7d690b5116ea0d534c7
--- /dev/null
+++ b/docs/source/tutorials/demo_derivatives.ipynb
@@ -0,0 +1,572 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from pystencils.session import *"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Demo: Working with derivatives\n",
+    "\n",
+    "\n",
+    "## Overview\n",
+    "This notebook demonstrates how to formulate continuous differential operators in *pystencils* and automatically derive finite difference stencils from them.\n",
+    "\n",
+    "Instead of using the built-in derivatives in *sympy*, *pystencils* comes with its own derivative objects. They represent spatial derivatives of pystencils fields."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/latex": [
+       "$\\displaystyle {\\partial_{0} {f}_{(0,0)}}$"
+      ],
+      "text/plain": [
+       "D(f[0,0])"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "f = ps.fields(\"f: [2D]\")\n",
+    "first_derivative_x = ps.fd.diff(f, 0)\n",
+    "first_derivative_x"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "This object is the derivative of the field $f$ with respect to the first spatial coordinate $x$. To get a finite difference approximation a discretization strategy is required:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/latex": [
+       "$\\displaystyle \\frac{{f}_{(1,0)} - {f}_{(-1,0)}}{2 h}$"
+      ],
+      "text/plain": [
+       "f_E - f_W\n",
+       "─────────\n",
+       "   2â‹…h   "
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "discretize_2nd_order = ps.fd.Discretization2ndOrder(dx=sp.symbols(\"h\"))\n",
+    "discretize_2nd_order(first_derivative_x)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Strictly speaking, derivative objects act on *field accesses*, not *fields*, that why there is a $(0,0)$ index at the field:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/latex": [
+       "$\\displaystyle {\\partial_{0} {f}_{(0,0)}}$"
+      ],
+      "text/plain": [
+       "D(f[0,0])"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "first_derivative_x"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Sometimes it might be useful to specify derivatives at an offset e.g."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/latex": [
+       "$\\displaystyle \\left( {\\partial_{0} {f}_{(0,1)}}, \\  \\frac{{f}_{(1,1)} - {f}_{(-1,1)}}{2 h}\\right)$"
+      ],
+      "text/plain": [
+       "⎛           f_NE - f_NW⎞\n",
+       "⎜D(f[0,1]), ───────────⎟\n",
+       "⎝               2⋅h    ⎠"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "derivative_offset = ps.fd.diff(f[0, 1], 0)\n",
+    "derivative_offset, discretize_2nd_order(derivative_offset)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Another example with second order derivatives:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/latex": [
+       "$\\displaystyle {\\partial_{0} {\\partial_{0} {f}_{(0,0)}}} + {\\partial_{1} {\\partial_{1} {f}_{(0,0)}}}$"
+      ],
+      "text/plain": [
+       "D(D(f[0,0])) + D(D(f[0,0]))"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "laplacian = ps.fd.diff(f, 0, 0) + ps.fd.diff(f, 1, 1)\n",
+    "laplacian"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/latex": [
+       "$\\displaystyle \\frac{- 2 {f}_{(0,0)} + {f}_{(1,0)} + {f}_{(-1,0)}}{h^{2}} + \\frac{- 2 {f}_{(0,0)} + {f}_{(0,1)} + {f}_{(0,-1)}}{h^{2}}$"
+      ],
+      "text/plain": [
+       "-2â‹…f_C + f_E + f_W   -2â‹…f_C + f_N + f_S\n",
+       "────────────────── + ──────────────────\n",
+       "         2                    2        \n",
+       "        h                    h         "
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "discretize_2nd_order(laplacian)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Working with derivative terms\n",
+    "\n",
+    "No automatic simplifications are done on derivative terms i.e. linearity relations or product rule are not applied automatically."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/latex": [
+       "$\\displaystyle {\\partial_{0} (c + {\\partial_{0} {f}_{(0,0)}} + {\\partial_{0} {g}_{(0,0)}} + 5) }$"
+      ],
+      "text/plain": [
+       "D(c + Diff(f_C, 0, -1) + Diff(g_C, 0, -1) + 5)"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "f, g = ps.fields(\"f, g :[2D]\")\n",
+    "c = sp.symbols(\"c\")\n",
+    "δ = ps.fd.diff\n",
+    "\n",
+    "expr = δ( δ(f, 0) +  δ(g, 0) + c + 5 , 0)\n",
+    "expr"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "This nested term can not be discretized automatically. "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Only derivatives with field or field accesses as arguments can be discretized\n"
+     ]
+    }
+   ],
+   "source": [
+    "try:\n",
+    "    discretize_2nd_order(expr)\n",
+    "except ValueError as e:\n",
+    "    print(e)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Linearity\n",
+    "The following function expands all derivatives exploiting linearity:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/latex": [
+       "$\\displaystyle {\\partial_{0} c} + {\\partial_{0} {\\partial_{0} {f}_{(0,0)}}} + {\\partial_{0} {\\partial_{0} {g}_{(0,0)}}}$"
+      ],
+      "text/plain": [
+       "D(c) + D(D(f[0,0])) + D(D(g[0,0]))"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "ps.fd.expand_diff_linear(expr)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The symbol $c$ that was included is interpreted as a function by default. \n",
+    "We can control the simplification behaviour by specifying all functions or all constants:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/latex": [
+       "$\\displaystyle {\\partial_{0} {\\partial_{0} {f}_{(0,0)}}} + {\\partial_{0} {\\partial_{0} {g}_{(0,0)}}}$"
+      ],
+      "text/plain": [
+       "D(D(f[0,0])) + D(D(g[0,0]))"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "ps.fd.expand_diff_linear(expr, functions=(f[0,0], g[0, 0]))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/latex": [
+       "$\\displaystyle {\\partial_{0} {\\partial_{0} {f}_{(0,0)}}} + {\\partial_{0} {\\partial_{0} {g}_{(0,0)}}}$"
+      ],
+      "text/plain": [
+       "D(D(f[0,0])) + D(D(g[0,0]))"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "ps.fd.expand_diff_linear(expr, constants=[c])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The expanded term can then be discretized:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/latex": [
+       "$\\displaystyle \\frac{- 2 {f}_{(0,0)} + {f}_{(1,0)} + {f}_{(-1,0)}}{h^{2}} + \\frac{- 2 {g}_{(0,0)} + {g}_{(1,0)} + {g}_{(-1,0)}}{h^{2}}$"
+      ],
+      "text/plain": [
+       "-2â‹…f_C + f_E + f_W   -2â‹…g_C + g_E + g_W\n",
+       "────────────────── + ──────────────────\n",
+       "         2                    2        \n",
+       "        h                    h         "
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "discretize_2nd_order(ps.fd.expand_diff_linear(expr, constants=[c]))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Product rule\n",
+    "\n",
+    "The next cells show how to apply product rule and its reverse:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/latex": [
+       "$\\displaystyle {\\partial_{0} ({f}_{(0,0)} {g}_{(0,0)}) }$"
+      ],
+      "text/plain": [
+       "D(f_C*g_C)"
+      ]
+     },
+     "execution_count": 14,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "expr = δ(f[0, 0] * g[0, 0], 0 )\n",
+    "expr"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPQAAAAYCAYAAADNqdAHAAAACXBIWXMAAA7EAAAOxAGVKw4bAAAGe0lEQVR4Ae2c7XEUORCGhy0CcEEE+DLgIwJMBiYE7AyO8i/7H2UyACIwJgOTAXfO4MgAlzPwvY9WEhrtaD6W1a5mZ7pKlkZqtVqtftUz0sKjh4eHah/o4uLiQPM4UjpU+q7n232Y1zyHzVhgKv6x2Iy5ditFiwWQz5QA8Well6q7Vj7TbIFqSv7xqC1CyxCf5A/31ic+6NmVi3ET6URkPlP+PlRKz3/r+ZXyt2H9XJ6WBbbhHxqjGJwkI7SUvNTSP1G6UjpRIgqWSETmE7twoX5E6mPVPw8r5/LkLJDVP0rDSRLQWnZADJgB9T9K35VKpP+k1FcZtvb2YJ+pK3Uj2qotZY8jJdZ0apTbP4rCyeOm1WXxVc+rLIdLgKJUMFfSj0icojs1vEo1Tqye9SRNinL6h2QXh5NGQGvF3yj9lMKAuXiSnuySL5Scvj9U903Ph0o/lWaasAUy+kdxOKkB2k4cJdl57vTMSTH5aan+IN1upBubj9dR5fD1cjCg1f9YMonsv+y82RyQ2fY2YFn3OxubbaRvDv8ggBSJkxjQOOxnGYHLaU61P5bsnnaxKuUezOirZz4V/rW6u7zXVNSPw0DAS8SvlBPlkcE5wqQBPTbbSF/AzBpuzD+svGJxskDBkDR5HBhKfjeLh9Njx7fk3uBfyebKqZXEwy7Jm0Ttuiro5L4XvwZ1rUXmJQbGfu0YVUeER5ZxDldPDr/STu0Q6pOzzFwlfzS2kb4b94/QvsG67wwn6CM9alipRWirsLnmEWPjL61Uj6F4xfWvsioT1SBeUZ/qOQUyw8Sftj5q+6j0Sam2s/rOywJj3IunUU+1AbRvajff1cr76Pgl7KNypX7u2ovXbk+qL8UOXicK0os7UTa6mLitoL3Jpreq77qvH5ttcvhHaNOd48SuZw0ri1BDW+bb0YM1bNeiE6neKPe7kso49i/l75V4Rb9RvhLNIjl9+lxLjgNh2L1SPXoAWK9HyKB259A4N/yd44mHBULuFX0CQhYbh7eJykXYIdDRF6XbqdJfcRLDOyU+o1baVNcKZrWPyjbSd+P+4Q38u1AKTtDIY6UJ0CxeKuoBMAMSpFiizgNLxqR8pBzApaizTyCHxYnpia34ETfYZ3Znoo7Tq3M88b+0feO5c/jh5FiWqhQ7OH1y52OzTQ7/iG1cBE5QKsRKE6BZvBRQAKp3bpUBLYDz0Utl6F6JCa/QwD5mc4iFSAbjMcYKqY1vPaKqiToDx6usbCNXZeaGrPiNowg7GCW3+GcstrF6ZvGPwNwl4QS1DFZqgJYhHEDjKFXZtthIOHwT3anS7ZJx+5A+bCxEyCYiCte+B6Ujmwjfei9UdptM3/HM4ZmdpxsPWZA/WCvQDksN8/4do2027R/ewtYH8KtScIJuBiuPvZbLgomqUthH4aAdsAPUPgSYU0BK9W/qcy9mxl0h6cj1mr8rDxieqZ5+XVQbjz5KbB6XyjHOUyXmG//Apig7SL/sNEbbSOeN+kdk5NJwgnoGKzGgcejaaW4wEQAaAyV+duzwugjp6lw+pE/rBqJFQ9eUvoPHkzw2Mr+Z6Zn7Z/9sBTK3eA7xs2Vt/BxxbUP6tNrBCcyZj9E2m/aPwL6l4QTVjI8sNGnuUq+tsnwXXNlynAFQnNmT+rlv2aYoeusZg8LAPshNbQyB1HSxz3jiea7ESaGfH3WSSooPAUdpB82DDSS1iaipmfbdNppfLx8WX8k4YfEMVhYqcGJ7IIWNMytvjHiqB6BNwP2geg6ODImPMve/BojKkc0YIbX2CRgZj38t86fUNd6ZBgjngC34fuYqrrYx2efR2UF68+u5dX7ptve20Tp3+YdYisYJ+hmsLKyinOICutb7SLXzPVlzZj1z98yPSfj25FcryHin5Aj+E7Vx+myoRx/H2vZq43g68x7jEYV5tUZP7EBy9+oqrtAo7bAyi34Ve2+bHv6BpfCJUnGCfkus8D+W9E3n5+dHSpd9+UM+9TsOn7vK4j9Quuni20W79JrtkPCb2TYP1TZtgP9rPI8VInRv0k5GFOMVuhaluwSIn9fZ+HCpqxs74mkX0y7aZzukrT7bxv/QY1s4YTE8VgYBmp5aMEDGzwvNNzd1PehQ/L0PZMTLTzU5pPqjA7Eeeq3NIt1mOySsN9tmOzjB/LJ1HSvrvrIS5tft29Uvp+yusYe259Q1p+yh81yHP6f+OWWvM9dUn9x6xvL/B4h2hVR2GmXBAAAAAElFTkSuQmCC\n",
+      "text/latex": [
+       "$\\displaystyle {f}_{(0,0)} {\\partial_{0} {g}_{(0,0)}} + {g}_{(0,0)} {\\partial_{0} {f}_{(0,0)}}$"
+      ],
+      "text/plain": [
+       "f_Câ‹…D(g[0,0]) + g_Câ‹…D(f[0,0])"
+      ]
+     },
+     "execution_count": 15,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "expanded_expr = ps.fd.expand_diff_products(expr)\n",
+    "expanded_expr"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/latex": [
+       "$\\displaystyle {\\partial_{0} ({f}_{(0,0)} {g}_{(0,0)}) }$"
+      ],
+      "text/plain": [
+       "D(f_C*g_C)"
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "recombined_expr = ps.fd.combine_diff_products(expanded_expr)\n",
+    "recombined_expr"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "assert recombined_expr == expr"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Evaluate derivatives\n",
+    "\n",
+    "Arguments of derivative need not be to be fields, only when trying to discretize them. \n",
+    "The next cells show how to transform them to *sympy* derivatives and evaluate them."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/latex": [
+       "$\\displaystyle {\\partial_{0} (k^{3} + 2 k) }$"
+      ],
+      "text/plain": [
+       "D(k**3 + 2*k)"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "k = sp.symbols(\"k\")\n",
+    "expr = δ(k**3 + 2 * k, 0 )\n",
+    "expr"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/latex": [
+       "$\\displaystyle 3 k^{2} + 2$"
+      ],
+      "text/plain": [
+       "   2    \n",
+       "3â‹…k  + 2"
+      ]
+     },
+     "execution_count": 19,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "ps.fd.evaluate_diffs(expr, var=k)"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/docs/source/tutorials/demo_plotting_and_animation.ipynb b/docs/source/tutorials/demo_plotting_and_animation.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..be43d84731e1f9ee42cb1f2886d9b5bcc96a4022
--- /dev/null
+++ b/docs/source/tutorials/demo_plotting_and_animation.ipynb
@@ -0,0 +1,796 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from pystencils.session import *\n",
+    "\n",
+    "import shutil"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "try:\n",
+    "    from scipy.ndimage.filters import gaussian_filter\n",
+    "    scipy_avail = True\n",
+    "except ImportError:\n",
+    "    scipy_avail = False"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Plotting and Animation\n",
+    "\n",
+    "\n",
+    "## 1) Stencils\n",
+    "\n",
+    "This section shows how to visualize stencils, i.e. lists of directions"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 144x144 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "stencil_5pt = [(0, 0), (1, 0), (-1, 0), (0, 1), (0, -1)]\n",
+    "plt.figure(figsize=(2, 2))\n",
+    "ps.stencil.plot(stencil_5pt)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "By default the indices are shown the arrow endpoints. \n",
+    "Custom data can also be plotted:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 144x144 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.figure(figsize=(2, 2))\n",
+    "ps.stencil.plot(stencil_5pt, data=[2.0, 5, 'test', 42, 1])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The stencil can also be given as an expression in a single field"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 144x144 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "f = ps.fields(\"f: [2D]\")\n",
+    "c = sp.symbols(\"c\")\n",
+    "expr = f[0, 0] + 2 * f[1, 0] + c * f[-1, 0] + 4 * f[0, 1] - c**2 * f[0, -1]\n",
+    "plt.figure(figsize=(2, 2))\n",
+    "ps.stencil.plot_expression(expr)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "There is also a function to simply plot sympy expressions depending on one variable only:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAQwAAAD4CAYAAAAZ+NgoAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/MnkTPAAAACXBIWXMAAAsTAAALEwEAmpwYAAAjwUlEQVR4nO3deXxc1Xnw8d8zo9WyLFm7bMmWLcv7vuElBuMFsEnsBAg2CZClLSWBNm3S9qVJ3rQleZP005YmLAkFQiiBAkkwYMAEg7HxvtuyZcuL5E2LtVv7Lp33D41cxZGsseZq7izP9/OZj2a5uucZe+bRveecex4xxqCUUu5w2B2AUsp/aMJQSrlNE4ZSym2aMJRSbtOEoZRyW4jdAVxPQkKCycjIsDsMpYLOoUOHKowxidc+79MJIyMjg4MHD9odhlJBR0Qu9va8npIopdymCUMp5TZNGEopt2nCUEq5TROGUsptHicMEYkQkf0iki0iJ0TkX3rZRkTkSRHJE5FjIjLb03aVUt5nxbBqC7DMGFMvIqHAThH5wBizt8c2q4As1+0m4Jeun0opP+LxEYbpUu96GOq6XXvN/FrgZde2e4FYEUn1tO265jae2ZrHoYtVnu5KqYDW3tHJj947SU5RjUf7saQPQ0ScInIUKAM+Msbsu2aTkUBBj8eFrud629dDInJQRA6Wl5dft91Qp4Mnt5zl3ezLAw9eqSBwrKiGF3ae53xFg0f7sSRhGGM6jDEzgTRgvohMvWYT6e3X+tjXc8aYucaYuYmJfzIz9Y9EhDqZlxHH7vyKgYStVNDYndf1HVmUGe/RfiwdJTHGVAPbgDuueakQSO/xOA0otqLNRePiOVNaT1ldsxW7Uyog7cqrZGJKNPFDwz3ajxWjJIkiEuu6HwmsAE5ds9lG4EHXaMkCoMYYY8l5xOLMBAD25FdasTulAk5zWweHLl1h8bgEj/dlxRFGKrBVRI4BB+jqw3hPRB4WkYdd22wCzgF5wPPANy1oF4CpI2MYFhHCrjw9LVGqNwcvXKG1vZPF4zw7HQELhlWNMceAWb08/2yP+wZ4xNO2euN0CAvGxrMrrxJjDCK9dZcoFbx25VcQ4hDmj/E8YQTETM/F4xIoqm7iUlWj3aEo5XN251UwIz2WoeGeT7sKkITRlTl35Wk/hlI91TS1cbyohsUejo50C4iEkZk4lKTocHbp8KpSf2TvuUo6DSyyoMMTAiRhiAifGZfAnvxKOju1MJNS3XbnVRAZ6mTWqFhL9hcQCQO6MmhVQyunSursDkUpn7Erv5J5Y+IID3Fasr+ASRjd/Rg661OpLqW1zeSV1VvWfwEBlDBSYyIZmxCl8zGUcun+42nFhK1uAZMwoGua+P7zVbR1dNodilK225VXSeyQUCanDrNsnwGVMBZnJtDQ2kF2QbXdoShlK2MMu/MqWDg2HofDusmMAZUwFmbGI6LzMZS6UNlIcU2zZcOp3QIqYcQOCWPqiBjtx1BBb6frO2BlhycEWMIAWJKVwOFLV6hrbrM7FKVss+NMOWnDIxmTEGXpfgMwYSTS3mnYe06X7VPBqa2jkz35lSzJSrT8YsyASxizR8cyJMzJjrPXX95PqUCVXVBNXUs7N2dZ238BAZgwwkOcLBgbz46z2o+hgtP2sxU4BBZlasJwy5KsBM5XNFCgl7urILTjbDkz0mOJGRJq+b6tWKIvXUS2ikiuq5DRt3rZZqmI1IjIUdftB562ez1LsroWD9ajDBVsahrbyC6ovvodsJoVRxjtwHeMMZOABcAjIjK5l+12GGNmum6PW9BunzIToxgRE6H9GCro7M6voNMwKP0XYE0ho8vGmMOu+3VALn3UHPEWEWFJViK78ipo12niKohsP1tBdHgIM9JjB2X/lvZhiEgGXet7XlvICGChq/7qByIy5Tr7cLuQ0fUsGZ9AbXM7xzys9KSUvzDGsP1MOQsz4wl1Dk73pGV7FZGhwJvA3xhjaq95+TAw2hgzA3gKeLuv/dxIIaPrWZyZgAjsOKP9GCo4XKhspKi6iSXjB6f/AqwrlRhKV7J41Riz4drXjTG13fVXjTGbgFARGZyTLJfhUWFMHxmj/RgqaHR/1ger/wKsGSUR4FdArjHmiT62SXFth4jMd7U76FeILclK5EhBNbU6TVwFge1nKhgVN4TR8dZOB+/JiiOMxcADwLIew6arrylkdA+QIyLZwJPAeletkkG1JCuBjk6jVdFUwOuaDl7BkkE8ugBrChntpPdiyz23eRp42tO2btSsUcOJck0Tv31KirebV8prjlyqpqG1Y9DmX3QLyJme3cJCHCzMjOfTM+V44YBGKdt8eqYMp0NYaPHl7NcK6IQBcMv4RAqqmjhX0WB3KEoNmm2ny5kzajgxkdZPB+8p4BPG0glJQNc/qFKBqKyumRPFtdwyYXBPRyAIEkZ63BAyE6PYdrrM7lCUGhSfuv4YLtWEYY2lE5LYd76KptYOu0NRynLbzpSTFB1u6ergfQmShJFIa3sne87prE8VWNo7Otlxppxbxlu/ulZvgiJhzB8TR2SoU/sxVMA5WlBNbXP71b66wRYUCSM8xMmizHi2ndbhVRVYtp0ux+kQPjPIE7a6BUXCgK7TkktVjTq8qgLK1tNlXhlO7RZECUOHV1Vg8eZwaregSRjpcUMYq8OrKoB4czi1W9AkDICl43V4VQUObw6ndguuhKHDqypAeHs4tVtQJQwdXlWBwtvDqd2CKmFEhHYNr249XabDq8qveXs4tVtQJQyAWycmUVDVRF5Zvd2hKDVgH+eWMne094ZTu3mrkJGIyJMikicix0RktqftDtSyiV2HcFtO6WiJ8k9F1U2cKqlj+STvno6A9woZrQKyXLeHgF9a0O6AjIiNZHLqMLbkltoVglIe+cT12V0+KdnrbXurkNFa4GXTZS8QKyKpnrY9UCsmJXHo4hWuNLTaFYJSA/ZxbhljEqLITBzq9ba9VchoJFDQ43EhfVRHs6qQ0fUsm5RMp4FtZ/S0RPmXhpZ29uRXXj219jZvFTLqbaC412EKqwoZXc/0kTEkRofzca4mDOVfduZV0NrRaUv/BXipkBFdRxTpPR6nAcVWtD0QDoewbEIS20+X06a1V5Uf2ZJbSnRECPMy4mxp3yuFjICNwIOu0ZIFQI0x5rKnbXti2aQk6lraOXC+ys4wlHJbZ6fhk1NdszsHq3ZqfzyuS8L/FjI6LiJHXc99FxgFYIx5FtgErAbygEbgaxa065HPjEsgLMTBllNlLBrn3ckvSg3EsaIaKupbWGHD6Eg3bxUyMsAjnrZlpajwEBaOjWdLbinfv3OSV+fjKzUQW3JLcUhX6Qy7BN1Mz55WTEriQmUj+eW6qI7yfVtyy5g7Oo7hUWG2xRDUCWOZ69Duk1M6iUv5tuLqJk5errVtdKRbUCeMkbGRTEyJ1uFV5fO6L2XQhGGzFZOSddan8nlbcksZHT/EltmdPQV9wlg5OZmOTsMnejGa8lF1zW3szqtk5aRk2zvngz5hTE+LIWVYBB+eKLE7FKV6te10Oa0dndw+NcXuUDRhiAi3TUlm+9lyXetT+aTNJ0uJjwpj9qjhdoeiCQPg9ikpNLd1sv2sLt2nfEtLewdbT5WxcnIyTof9c4U0YdC11mdMZCibT+jwqvIte/IrqW9p57Yp9s3u7EkTBhDqdLB8YhJbTpXSrhejKR+y+WQpUWFOFmX6xuULmjBcbpuSTHVjG/sv6MVoyjd0dho+OlnK0glJRIQ67Q4H0IRx1c3jEwkPcehpifIZRwqqKa9r8ZnTEdCEcdWQsBCWZCWy+USJliBQPmHziRJCncKtNq2u1RtNGD3cNiWZ4ppmcoquXTBMKe8yxvDhiRIWjI1nWIR3SwlcjyaMHlZMSsYhsPmkTuJS9sorq+dCZSO3T7F/slZPVi3R96KIlIlITh+vLxWRGhE56rr9wIp2rRYXFca8jDid9als1/0ZXDnZd/ovwLojjJeAO/rZZocxZqbr9rhF7Vru9ikpnCmt53yFrpGh7PPhiVJmpseSPCzC7lD+iCUJwxizHQiI8cju+fqbjtu65KgKYgVVjRwvqmGVD1w7ci1v9mEsFJFsEflARKb0tZE36pJcz8jYSGamx2rCULbp/uytnmZbra8+eSthHAZGG2NmAE8Bb/e1oTfqkvTnzmmpnCiu5WKlnpYo79uUU8L0tBjS44bYHcqf8ErCMMbUGmPqXfc3AaEi4htzXXtxx9XTEu38VN5VeKWR7IJqVk31vaML8FLCEJEUV/0SRGS+q91Kb7Q9EOlxQ5iRFqOnJcrrPnD9kbrTB09HwLph1deAPcAEESkUkT8TkYdF5GHXJvcAOSKSDTwJrDc+Pp1y9bRUjhfVUFDVaHcoKohsyrnM1JHDGBXve6cjYN0oyX3GmFRjTKgxJs0Y8ytjzLOuIkYYY542xkwxxswwxiwwxuy2ot3B1N3hpEcZyluKq5s4csl3T0dAZ3r2KT1uCNNG6mmJ8p7uz5qvno6AJozrWj0tlezCGgqv6GmJGnwf5JQwOXUYGQlRdofSJ00Y17F6WtdoyQc6WqIG2eWaJg5dvHL1M+erNGFcx+j4KKaMGMb7elqiBln3HyVfnKzVkyaMfqyelsrRgmqKqpvsDkUFsA9yLjMxJZqxNhcq6o8mjH50d0C9f6zY5khUoCqubuLgxSs+3dnZTRNGPzISopieFsPGbE0YanC8d6wYY+BzM0bYHUq/NGG4Yc2MEeQU1ZJfXm93KCoAbcwuZkZajE+PjnTThOGGz04fgQhsPKpHGcpa+eX15BTVsmbmSLtDcYsmDDekxERw05g43s0u1gWClaU2Hi1GBD473ff7L0AThtvWzBjJuYoGThTrAsHKGsYY3s0uZsGYeJ9bWasvmjDctGpqCqFO4Z2jRXaHogJETlEt5yoaWDvT9zs7u2nCcNPwqDBuzkrk3ezLdHbqaYny3MbsIkKd4tMXm11LE8YNWDNzBCW1zVpOUXmss9PwbvZlbhmfRMwQ36k70h9NGDdg5eRkIkOdOidDeWz/hSpKaptZ40enI6AJ44YMCQthxeRkNh2/TGu7VnlXA7cxu5jIUCcrJvlOGUR3eKuQkYjIkyKSJyLHRGS2Fe3aYe2MEVQ3trEzz/srmqvA0Nreyabjl7ltSjJDwkLsDueGeKuQ0Sogy3V7CPilRe163c3jE4kdEsqGwzpaogZm2+kyqhvb/Gp0pJu3ChmtBV42XfYCsSLiP13DPYSFOFgzYwSbT5ZS09RmdzjKD204XETC0DCWZNlTRsMT3urDGAkU9Hhc6HruT9hdyMgdd81Ou3pYqdSNuNLQypZTpaydOZJQp/91IXorYunluV4nM/hCIaP+zEiLITMxig2HC+0ORfmZ944V09ZhuHt2mt2hDIi3EkYhkN7jcRrgt2OTIsLdc9I4cOGKVkdTN+T3h4uYmBLN5BHD7A5lQLyVMDYCD7pGSxYANcYYvz6e/8KskYjAm9r5qdyUV1ZPdkE198zxz6ML8F4ho03AOSAPeB74phXt2ik1JpLFmQlsOFyoU8WVWzYcLsTpEL+brNWTJYPAxpj7+nndAI9Y0ZYvuXvOSP72jWwOXKjiprHxdoejfFhHp+GtI0XcnJVAUrR/XJnaG//rpvUht09JISrMyZva+an6sSe/kss1zdztx6cjoAnDI0PCQlg1LZVNx0toau2wOxzlwzYcLiQ6IoQVk5LtDsUjmjA8dPfsNOpb2tl8Uosdqd7Vt7TzQU4Jn50+gohQp93heEQThoduGhNH2vBIfnuwoP+NVVDadOwyTW0d3DPHP9btvB5NGB5yOIR756azK6+SS5Vag1X9qdcOXGJc0lBmjxpudyge04RhgS/OTcMh6FGG+hOnS+o4cqma9fPSEeltwrN/0YRhgdSYSJZOSOJ3hwpo79B1MtT/ev3AJUKdwl1+OhX8WpowLLJuXjqltS1sO+2bF8wp72tu6+CtI0XcNiWFuKgwu8OxhCYMiyybmERidDivH7hkdyjKR3x4ooTqxjbumzfK7lAsownDIqFOB/fMSeOTU2WU1DTbHY7yAa/vLyA9LpJFmYEzC1gThoXWzU2n08DvD2nnZ7C7UNHAnnOVrJubjsPh/52d3TRhWCgjIYqFY+N542CBXpAW5N44WIBD4Itz0/vf2I9owrDY+vnpFFQ1sTu/0u5QlE3aOjr53cFClk1M8psSiO7ShGGx26ekEDsklNe08zNobckto6K+hfUB1NnZTROGxSJCndw9O40Pc0ooq9XOz2D0yt6LpMZEsHSCby4x6QlNGIPg/gWjae80vLZfOz+DTX55PTvzKvjyTaMI8cNFfvtj1Ypbd4jIaVehosd6eX2piNSIyFHX7QdWtOurxiREcfP4RF7dd5E2nfkZVH6z5yKhTmFdAJ6OgAUJQ0ScwDN0FSuaDNwnIpN72XSHMWam6/a4p+36uq8sHE1ZXQubT5TaHYrykoaWdt48VMid01JJjA63O5xBYcURxnwgzxhzzhjTCrxOV+GioLZ0QhJpwyN5ec8Fu0NRXvLWkSLqWtp5YGGG3aEMGisShrtFihaKSLaIfCAiU/ramT8UMnKH0yHcv2A0+85Xcaqk1u5w1CAzxvCbPReZMmIYs0fF2h3OoLEiYbhTpOgwMNoYMwN4Cni7r535QyEjd907N52wEAe/2XPR7lDUINt/vorTpXU8uHB0QFzG3hcrEka/RYqMMbXGmHrX/U1AqIgkWNC2T4uLCmPNjBG8daSI2matwxrIXt5zkZjIUNbM8P9Vta7HioRxAMgSkTEiEgasp6tw0VUikiKutCsi813tBsVUyAcXjqaxtYM3D+nK4oGqtLaZD0+UcO/cNCLD/HvNzv54nDCMMe3Ao8CHQC7wW2PMiWsKGd0D5IhINvAksN5VqyTgTU+LZUZ6LL/Zc1GvLwlQr+67RIcx3L9gtN2hDDqrChltoqu6Wc/nnu1x/2ngaSva8kdfX5zBt14/ytbTZSz382Xm1R9rbuvglb0XWT4xidHxUXaHM+gCbyqaD1o9LZXUmAie33HO7lCUxTYcLqKqoZU/XzLW7lC8QhOGF4Q6HXxtcQZ7z1WRU1RjdzjKIp2dhhd2nmPayBhuGhNndzheoQnDS9bPH8XQ8BA9ygggW0+Xca68gT9fMiagh1J70oThJcMiQlk3L533jl2muLrJ7nCUBZ7fcY4RMRGsnpZqdyheownDi766KANjDC/tvmB3KMpDOUU17D1XxVcXZxAagFel9iV43qkPSI8bwqppqby27xJ1OpHLrz2/4xxDw0NYPz8wr0rtiyYML/uLJWOpa2nnjQO6Voa/Kq5u4r1jl1k3L51hEaF2h+NVmjC8bGZ6LPMyhvPrXRd0rQw/1X1K+bXFGbbGYQdNGDZ46OZMiqqb2Hi0uP+NlU+50tDKq3svcue0VNKGD7E7HK/ThGGD5ROTmJgSzTPb8ujQ6eJ+5de7L9DQ2sEjt46zOxRbaMKwgcMhPLpsHOfKG/hDTond4Sg31Ta38dKu89w+JZkJKdF2h2MLTRg2WTU1lbGJUTz1yVmC5Do8v/ebPRepbW7n0Vuz7A7FNpowbOJ0CI8sHcepkjq25JbZHY7qR2NrO7/aeZ5bxicyLS3G7nBsownDRmtmjiBteCRPbc3Towwf99r+AqoaWvmrZcHZd9FNE4aNQp0OvrE0k+yCanblBcV6Qn6pua2D57bns2BsHHMzguMis754qy6JiMiTrtePichsK9oNBPfMSSN5WDhPfXLW7lBUH35/qJDS2pag7rvo5q26JKuALNftIeCXnrYbKMJDnPzlzZnsO1/FHi3g7HNa2jv45bZ8ZqbHsnhcvN3h2M5bdUnWAi+bLnuBWBEJnkv8+vGlm0aRPCycf998WvsyfMxr+y5RVN3Et1eOD5pL2K/HW3VJ3K1dEpQiQp389fIsDl28wtbTOmLiKxpb23l6ax4LxsaxJCvgF7l3i7fqkrizTdeGAVLI6EbdOzed0fFD+LcPz+hiwT7i17suUFHfyt/fPkGPLly8UpfEzW2AwCpkdCNCnQ6+vXI8uZdref/4ZbvDCXo1jW3816f5LJ+YxJzRwT0y0pNX6pK4Hj/oGi1ZANQYY/RbcY3PTR/BxJRonvjoDO16JautntuRT21zO9+5bYLdofgUb9Ul2QScA/KA54FvetpuIHI4hO/cNoHzFQ38Xgsf2aasrpkXd17gczNGMHnEMLvD8SneqktigEesaCvQrZiUxMz0WH6+5SyfnzWSiNDArqTli36xNZ/Wjk6+vXK83aH4HJ3p6WNEhH+4fQKXa5p17U8bXKho4NV9F/ninDTGJAR+YaIbpQnDBy0al8CyiUk8/Uke5XUtdocTVH68KfdqB7T6U5owfNT37pxEc1sHT3x0xu5QgsbuvAo2nyzlkVvHkTQswu5wfJImDB+VmTiUBxdm8MaBS5wsrrU7nIDX0Wl4/L2TjIyN5M8+M8bucHyWJgwf9q3lWcREhvL4eyd0yvgge+NAAadK6vju6kna0XwdmjB8WMyQUL69cjx7z1Wx+WSp3eEErNrmNv5j82nmZQxn9bQUu8PxaZowfNx980eRlTSUH2/KpaW9w+5wAtIzn+RR1djKDz47RaeA90MTho8LcTr4v5+dzMXKRl7Ycd7ucAJOfnk9L+46z92z04J66T13acLwAzePT+SOKSk8ueUsFysb7A4nYBhj+O6G40SGOvmHO3QKuDs0YfiJf14zhVCng++/naMdoBb53aFC9p2v4rFVk0iK1mFUd2jC8BMpMRH8/e0T2HG2gne0YprHKutb+PGmXOaOHs76een9/4ICNGH4lfsXjGZmeiw/fO8k1Y2tdofj1370fi4NLe385K5pOBza0ekuTRh+xOkQfnLXNKqb2vjJplN2h+O3dpwt560jRTx8SyZZycFZwWygNGH4mUmpw/jzJWN442ABe8/posE3qrmtg++/ncOYhKigrY/qCU0Yfuhvlo9nVNwQ/uH3x6hvabc7HL/y0w9OcbGykf/3+ak6o3MANGH4ocgwJ0/cO4PCK4388N2TdofjN3acLeel3Rf46qIMFo3TRX0HwqOEISJxIvKRiJx1/Rzex3YXROS4iBwVkYOetKm6zM2I4xtLM3njYAEfntAK8P2pbmzl736XzbikoTy2aqLd4fgtT48wHgO2GGOygC2ux3251Rgz0xgz18M2lcu3lo9n6shh/OOG45TVNdsdjs8yxvC9t3KorG/lZ+tm6qmIBzxNGGuB/3bd/2/g8x7uT92AsBAHP1s3k4aWdh5787hO6OrD20eLeP/4Zf525XimjtTp357wNGEkd6/+7fqZ1Md2BtgsIodE5KHr7TBY65IM1LikaP5x1UQ+OVXGq/su2R2Ozym80sgP3j7BvIzhPHxLpt3h+L1+FwEWkY+B3q75/d4NtLPYGFMsIknARyJyyhizvbcNjTHPAc8BzJ07V/9kuuHBhRlsPV3O4++dZHpaDNPTYu0OySc0t3XwjVcOA/DEvTNx6gQtj/V7hGGMWWGMmdrL7R2gtLtGqutnr3X+jDHFrp9lwFt01WNVFnE4hP9cN5PEoeF845XDVDXoLFCAf3rnBMeLanhi3UzS44bYHU5A8PSUZCPwFdf9rwDvXLuBiESJSHT3feA2IMfDdtU14qLCePb+OZTXt/DXrx2hI8jLLb62/xJvHCzg0VvHsXJyst3hBAxPE8ZPgZUichZY6XqMiIwQke46JcnAThHJBvYD7xtj/uBhu6oX09Ji+NHaqezMq+A/Np+2OxzbHC2o5p/eOcHN4xP5W13921IeFTIyxlQCy3t5vhhY7bp/DpjhSTvKfffOS+dIQTW/2JbP9LRY7pgaXEvOVda38M1XDpE0LJyfr9N+C6vpTM8A9M9rJjMjPZZv//Yoxwqr7Q7Ha5paO/iLlw9S0dDKs/fPYXhUmN0hBRxNGAEoPMTJ8w/MIS4qjK/9+gAXKgJ/la72jk7+6rXDHCmo5ufrZup8i0GiCSNAJQ2L4OWvz8cAD764P6ArqBlj+P7bOXycW8bja6awalqq3SEFLE0YAWxs4lB+9ZW5lNe18PWXDgTsla0/+/gsrx/oGhF5YGGG3eEENE0YAW7WqOE88+VZnLxcyzdeOURzW2CVKvjNngv8fMtZ7p2bxndu0xGRwaYJIwgsm5jMv949nZ15FXz9pQM0BMiRxgs7zvF/3znBiknJ/PgL07SmiBdowggS98xJ44l7Z7DvfBUPvrifmqY2u0MaMGMMT245y4/ez2X1tBR+8eXZhDj1o+wN+q8cRL4wK41nvjSLY4XVfOn5vX45hdwYw7/+4TRPfHSGu2aP5Mn1swgL0Y+xt+i/dJC5Y2oqzz04l7yyetb91x4KqhrtDsltbR2dfP/tHJ79NJ/7F4zi3++ZoUcWXqb/2kHo1glJvPS1+ZTWNvO5p3ey46zvLyNQXtfCl5/fx6v7LvHwLZn8cO1ULQ9gA00YQWphZjwbH/0MydERfOXF/Tz7ab7PLsBztKCazz21k2NF1fx8/UweWzVROzhtogkjiGUkRLHhm4tYNTWVn35wikf/5wi1zb7TGWqM4X/2XeLeZ/cQ4hTe/MYi1s4caXdYQc2ji8+U/4sKD+HpL81i+vYY/vUPpzh4sYp/WTPV9ovWLlY28L23ctiZV8GSrASeXD9Lrw3xAZowFCLCX96SyYKx8Ty24TgPv3KI2yYn8/jaqaTEeLdIcXtHJy/sPM/PPj5DiMPBDz8/lS/PH6X9FT5CfPW8FbqW6Dt4UKsSeFNbRycv7Oj6woY5HfzlLWN5YGEGMZGhg9puZ6fho9xS/vOjM5wqqbMtYakuInKotxX+NWGoXl2oaOCH751ky6kyosNDeGDhaL7+mTEkDA23tJ32jk7ePVbML7bmc7asnlFxQ/ju6oncMVUvILPToCQMEfki8M/AJGC+MabXb7eI3AH8HHACLxhjfurO/jVh2C+nqIZffprPpuOXCQ9xsHpqKrdPTeHmrEQiwwZW38MYw/GiGv6QU8LG7GIKrzQxITmab96ayZ3TUnVuhQ8YrIQxCegE/gv4u94Shog4gTN0LeFXCBwA7jPG9FvjTxOG78gvr+eFHefYdLyEmqY2IkId3DI+kcXjEhiXOJTMpKEkRYf3OtzZ0NJOfnk9eWX1HCusYfOJEoprmnE6hAVj4/jqojEsn5ik/RQ+pK+E4ekSfbmunV9vs/lAnmupPkTkdboKIGlRUD+SmTiUn9w1ncfXTmX/+So+PFHiupVe3SY6IoTkYRH0/DTUt7RzueZ/q7KFhzhYkpXIt2+bwPKJSTry4We8MUoyEijo8bgQuKmvjV2Fjh4CGDVq1OBGpm5YqNPB4nEJLB6XwL+smUJZXQt5ZfVXjyAq6v94oZ6IUCeZiUPJTBzKuKQoRsVF6bUffsyjQkau2iT97qKX5/o8D9JCRv5DREgeFkHysAgWazX0oNBvwjDGrPCwjUIgvcfjNKDYw30qpWzgjWPDA0CWiIwRkTBgPV0FkJRSfsajhCEiXxCRQmAh8L6IfOh6/mohI2NMO/Ao8CGQC/zWGHPCs7CVUnbwdJTkLbpqpV77/NVCRq7Hm4BN126nlPIv2l2tlHKbJgyllNs0YSil3KYJQynlNp++WlVEyoGLbmyaAFQMcjjeECjvA/S9+Cp338toY0zitU/6dMJwl4gc7O1CGX8TKO8D9L34Kk/fi56SKKXcpglDKeW2QEkYz9kdgEUC5X2Avhdf5dF7CYg+DKWUdwTKEYZSygs0YSil3BYQCUNE/k1ETonIMRF5S0Ri7Y5poETkiyJyQkQ6RcQvh/JE5A4ROS0ieSLymN3xDJSIvCgiZSKSY3csnhCRdBHZKiK5rs/Wtwa6r4BIGMBHwFRjzHS6Fhz+R5vj8UQOcBew3e5ABsK16PMzwCpgMnCfiEy2N6oBewm4w+4gLNAOfMcYMwlYADwy0P+TgEgYxpjNrnU3APbStaqXXzLG5BpjTtsdhweuLvpsjGkFuhd99jvGmO1Ald1xeMoYc9kYc9h1v46udWkGVKQ2IBLGNb4OfGB3EEGst0WftYKyjxCRDGAWsG8gv+83tVXdWYxYRL5H1+HXq96M7UZZsLCyL7uhRZ+V94jIUOBN4G+MMbUD2YffJIz+FiMWka8AnwWWGx+fXGLBwsq+TBd99kEiEkpXsnjVGLNhoPsJiFMSVynG/wOsMcY02h1PkNNFn32MdFUa+xWQa4x5wpN9BUTCAJ4GooGPROSoiDxrd0AD1dfCyv4ikBZ9FpHXgD3ABBEpFJE/szumAVoMPAAsc30/jorI6v5+qTc6NVwp5bZAOcJQSnmBJgyllNs0YSil3KYJQynlNk0YSim3acJQSrlNE4ZSym3/H9/WxCr2CYqLAAAAAElFTkSuQmCC\n",
+      "text/plain": [
+       "<Figure size 288x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "x = sp.symbols(\"x\")\n",
+    "plt.figure(figsize=(4, 4))\n",
+    "plt.sympy_function(x**2 - 1, x_values=np.linspace(-2, 2));"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Three dimensional stencils can be visualized in two different ways"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1152x432 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "stencil_7pt = [(0, 0, 0), (1, 0, 0), (-1, 0, 0), (0, 1, 0), (0, -1, 0), (0, 0, 1), (0, 0, -1)]\n",
+    "ps.stencil.plot(stencil_7pt, data=[i for i in range(7)])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "This kind of plot works well for small stencils, for larger stencils this gets messy:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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6A9LU1MTOnTupr6/n5ptv5uabb56wfbqBBDUhIQFweKpaLJYpmeTvCiaLjec/z2dvXl2/58w2O2rl6O6xIAgEBAQQEBDA/PnzkSSpT4uYc+fOcerUKWeLmB6B7XEou9G5lljCRKdR3fi/ja8ZeXl5fPTRR4iiyObNm/sYPU8EAwmqRqMhLCyM2tpaysvLnUnX1xM1bUb+7aMsCuoHrrzpttrxGqPJoyAIhIeHEx4eztKlS50tYnq2CI4cOcLhw4f7tIiJj48nLCzshtx/9fLycu7Dj5SwsLBxGNHgyIJ6g2Cz2Thw4ADHjx8nMjKS++6775qqnkbLYG5TWq2W2tpadDrddSeo58pb+PHHWbSZrIMeY7aOn3etUql0VmatXLnS2SKmR2D37dsH3LgtYpRKJcuWLSMnJ2dQv92rEUWR4ODgCa08BFlQbwja29t59913KS8vJyMjg1WrVk3aUnAoQT127Bg6nW4SRnVt/PSznCHFFKDbNrpa89Hg7u5OUlISSUlJgOP335Oe1dPFAMDPz88prtd7ixgPD49Rd3yYSGRBvc4pKSnhvffew2w2s3HjxklPnh9MUKOjo1GpVNTX19Pe3o63t/eoX8NisWAwGFyychMEAbVajY+Pz6iXw48viuWVYyW0DzlDnThBvRpvb+8+LWKampqcApubm+tsERMaGuoUWLlFzPggC+p1iiRJHD16lIMHDxIYGMhjjz1GcHDwZA9rUEFVKpXExcVRVFSETqdjzpw5o7p+V1cXR48eHfF+WkJCAmlpaaMS1QfmRXPnzHA+ulTDK0f1dFn6C/lkCmpvBEEgKCiIoKAgZ4uYmpoaZ4DrzJkznDhxwtnpoEdg5RYxY4MsqNchRqORDz/8kMLCQmbOnMmdd945oek0VquV0tJSuru7BxzbYB9MrVZ7zYKal5c3quCEXq8nKiqKoKCgUb2up1rJ+tQw/ueIY8siys+Dylaj8/nuKSKoV9OTGRAZGcmyZcuwWCxUVFQ4Bfarr77i0KFDqNVqZ4ArISFBbhEzSmRBvc7oqXoyGAysW7eOBQsWTOgb32azcezYMZqamgZ8vrOzE5PJREtLS7+gSE8wSq/Xj7oM1WQyjXzQY3AuwPsXqjBZ7SyKC+CP96ZxvKSZN0+XUd1mIjbg+nD4V6lUTtEExxdgbwetoqIiwJGZ0dtBazICnNcjsqBeJ0iSxPnz59mzZw8ajYbHH3+cqKgoAOymeqT6UwjhKxBV41tZ09LSMqiY9mC32ykvL+8nqIGBgfj6+tLW1kZtbS3h4eHXPJ7m5mZ+9atfUVlZyfbt252z4xMnTvDaa6/xt7/97ZpfAxw5qO+crwDgkYwYBEFgaUIgSxMCx+T6k4WHhwfJycnObrRtbW19KriubhHTk20gt4gZGFlQrwMsFgufffYZFy9eRKvVsnHjxj5vaFvuX6CrCso/xR44BzF4EULALARx7BPorda+gZnMzEw+/PBDAKqqqrjjjjtITU0dsJmaIAgkJCSQmZlJcXHxmAiql5cXW7du5YUXXujz+IkTJ0a9vB+I3Tm1NHdZSA71ZkHMjZGONBC+vr7MmTOHOXPmIEkSjY2NfcRVbhEzNLKgTnF6Vz3dcsstLF++vF/Vk+A7HamrCpCQmjKxNWWCwgMhaB5i8EIE3xkIwvhUSvX0ZwL4yU9+wrRp04bME9RqtWRmZqLX6/uVD44GtVrdL1p97tw50tLSOHjw4DVfH8Bml9h2phy4Mjv9OiAIAsHBwQQHB7Nw4ULsdjtVVVXOGWzvFjHl5eUEBQXxX//1X5M97ElFFtQpTG5uLh9//DEKhWLIqidFxG1Ya77s+6DNiFR3DFvdMVD7IQZnIEbcjuDmNy5jra2txdfXFzc3tyEFNSEhAUEQKC8vx2w2j0vqzpdffsnTTz89ZoJ6qKiBilYjkb7urJg++ZkUk4Uois4WMcuXL8dsNlNWVsYnn3zC6dOnCQwMvKEtGl1BFtQpiM1m44svvuDEiRNERUVx3333Ddk3XvAIAc9Ix7J/IMyt2Kv2IZkaUSZ/Z1zGfOrUKRYuXNjPD/VqPDw8iIiIoKqqitLS0jGvZMnKyiIpKWnMlqCSJPHG6TIANi+IQfk18i6VJInu7m66urro7Oyks7PT+e+amhpaWlrw8fGhvb2dm266ifnz53+txRRkQZ1yGAwG3nvvPcrLy1m4cCGrVq1yKT9QDJyDfTBBBRAUiGHLx3CkfTl79iw/+tGPqK2tHfZYrVZLVVUVOp1uzAW1vLycM2fOkJmZSUVFBW+99RabNm0a9fXOV7SSW9uOn4eKO2de+57v9UBFRQUffvjhkMUTVquV3NxcvLy82LJlCwUFBc7uvV9nvj5ft9cBJSUlvPLKK9TW1nLvvfeydu1al5OtxcC5QzypQpHyFKJ/6hiNtC8tLS0olUq8vb0HTezvTU/61FiUoVqtVrZu3UppaSnPPvssiYmJ/Od//ic///nPiY6OviYxBXj98uz0gXlRuKu+HonvTU1NtLS0DCqmZrOZixcvYjAY+M53vsPKlSux2WxfC+er4ZDvwBSgd9VTUFAQ999//8irnjQxoPYHc0u/p8TwlYj+KWM02v6cOXOGBQsWuHx8ZGQkbm5uNDU10draek05jkqlkq1btw743PPPPz/q6wIU1XdwoqQZd5XIvXOjrula1xOzZs3i+PHjNDQ09HvOaDRy6dIlTCYTP/3pT1m0aBHgyESRBVWeoU46RqORt99+mwMHDjBz5ky+9a1vjaqEVBAExMA5Vz3o2Ee0V+3DXn9qDEY7MKtWrWLdunXO/w83Q1UoFMTHxwMjn6Vey97oSM9984xjdvqNWRH4eXx90oIUCgXr16/v97jBYOD8+fNYLBY2bdrErbfe6nzOarXKgoosqJNKdXU1r7zyCjqdjvXr13PPPfdcU9Rb6L3sV2pQpv0YMfZuQMJW+H/YG89f85iHHYOLQYneVVMjIS4ublRm2b6+vgQEBLh8fE2bkX159SgEgU3zx7dtzFRDkiSam5v7bDc1NTVx4cIFRFFk6dKl/bZSZEF1IN+BSUCSJM6dO8eePXvw8vLiiSeeIDIy8pqvK/gkglsQ2C0oZ34fQROJwisW7GbsFbuxFfwNxO8iBozekcpVz4DhWmD3FlS73e6ySIaEhLBs2TLq6upccpsCx5jj4uJGNEN961wFNklidXIoEb5fn2BLXV0du3btoqLCURUmiiJVVVUUFBSg0WiYPXs2GzZs6FcpJQuqA/kOTDBms5ldu3Zx8eJFpk2bxj333DNmZXyCqEQ57z8BCUFxRfjEmLvBZsFevR9b3l8g9SlEv+RRvYa/vz9arXbQpbogCIiiSGJi4rDX8ff3p6WlherqamcZrSsEBgYSGDh+JZ+tRgsfXaoG4NGMmHF7nalEd3c3hw4d4tSpU0iShEajYdWqVZw4cYIDBw4QEBBAamoqiYmJzJ49u8+5drtdDkpdRr4DE0hjYyM7d+6koaGBFStWsHz58jHP2xMU/bcMBEFAjL8P7BbstYew5f4JUr+H6Du06A1GWloasbGxA7pNdXZ20tra6tJMVqvVcvbsWXQ63YgEdbx5/0IlJovDBGV6yOh9W68HJEkiNzeXzz//nPb2dgRBICMjg5tvvpmDBw9SXV1NSkoKwcHBqFQq1q9f3+8927NSkAX1OhPU0tJSCgsL+9WTgyPgkJSUNO5tkkdL76qnhx9+eMLbgAiCgKh9CMluRqo/ji33jzDzB4je8aO63mCReQ8PD1pbW126Rm9Bvfnmm0c1jrHGYYJSCdz4s9Ompib27NnjXG1ERkayfv16goKCeP/998nPz2f58uWkpqby7rvvsmjRogFXBj2fR7me/zoS1Pr6ejIzMweNIJtMJs6ePYunp+e4LgdHis1mY//+/Zw8edKlqqfxRBBEFIlbsNktSI1nsGW/hDDrGQSvsRMOV/JQe4iPj0cQBCorKzGZTMPuu04En2XX0HLZBGX+DWqCYrFYOHr0KMeOHcNms+Hu7s6tt95Keno6RqOR119/naqqKtatW0dGRgYA//qv/zro9XoEVZ6hXkeC2traOuwHVZIkWltbp4ygGgwG3n33XSoqKli0aBG33377pLuiC4KIYvoTDlFtvoA1+/coZ/8bgmfEmFxfFEWXBdXNzY3o6GjKy8spKSlxWshNFr1NUB5dGHtDllEWFRWxZ88eWloc+cpz5szhtttuQ6PR0NLSwrZt22hra+P+++93+ffR4ywmC+p1JKhX14cXFhbyj3/8A1EU0Wq1PP7448DwOZAThV6v5/3338disXDfffeRmjo+VUqjQRCVKJL+CVveX5BasrFm/c4hqh6h137tEcxQwbHsLy8vR6fTTbqgflnUQFWbyWGCknhjmaC0tbWxd+9e8vPzAUe2xLp164iNjQUcxuXbt2/HZrPx6KOPEhPj+qpFnqFe4bq9A8HBwWzduhW1Ws1LL71EWVmZ880xmUiSxJEjR/jyyy8JDg7m/vvvH1NfzrFCEFUokr6DLfePSG0FWLN/h3LWvyG4X9tYRyOoX375JTqdblKdiiRJ4o1TjkT+hxfEoBBvjNmpzWbj5MmTfPXVV1gsFlQqFbfccgsLFy50rpZ0Oh3vvPMOHh4ebNmyZcSFJbKgXuG6vQO93eAVCsWokr3HGqPRyAcffEBRURGzZ8/mjjvumNKdJQWFGkXKk9iyX0Jq110RVbfR7x2OVFDDw8OdgayWlpYRJd+PJecqWsmra8ffU8UdN4gJSllZGbt27XKWkKakpLB69Wp8fHycx1y8eJGPP/6YkJAQNm/ePKputLKgXuG6vwOlpaUYDIZJj+5XV1ezc+dO2tvbueOOO0hPT78u9uAEhTuK1KewZf8OqaPsiqiqfYY/eaDrXRbUE8VvUN+uY83MH+GmGrwfvCiKJCQkkJOTg06nc0lQy5o7+ecdmXxjdgT/fFPCqMZ5Na9fnp3eP3fsTVDKy8upqKhwuRBBpVIxffr0UccCOjo6+OKLL7h48SLgmHysW7euj59uz0pq//79ztzic+fODXttT09P0tLS+qTFyYJ6hev6DrS3t/Pqq6/yzDPPTNoYJEni7Nmz7N27F29v7zGreppIBKUnitTvY816EboqL4vqDxFG0Z+qR1AvVX6GzW7hrZPfZd3s/yDUd3Cbvt6C6orJyu++LKKx08wbp8vYkhGLh/raBLCwvp2TpQ4TlPvG2ASlqqqKc+fOjXhvvydXeSQzRrvdzrlz5zh48CAmkwmFQsFNN93ETTfd1Efs7HY7e/bs4eTJk/j5+REbG0t7e7tLr9Hc3IzBYODWW291ThhkQb3CdXsHbDYbf/jDH3j00Uf7NYObKMxmM5999hmXLl0iMTFxwJK86wVBpUE58/tYs34DXVXYcl5CMfMHCMqR/Tw9gqpWajCaWzFa2vjg3L8zP/5+0mPvRRT7i19PTm5JSQk2m23ITIi6dhOnSh0RaotN4r0LVTxyjfmib552RPbvnh2B7xiboNTV1Y0qUGq1WmlqanJZUKurq9m1axfV1Y4KL61Wy7p16/rN+C0WCx988AF5eXlEREQQGjryQKTBYKC7u9uZ5iYL6hWu2ztw/PhxdDod27ZtA2Dz5s3MmDFjwl6/d9XTypUrWbZs2XWxxB8KQe2DcuYzWLNeQOoow5bzRxQzv4egcD0/tEdQPVV+GM2tAEjYOVOyg/KmTG5L/R6+HmF9zvH19SUoKIjGxkYqKyuHDC6+fqoMm/2KQL15uox750SOepZa02Zkf/5lE5T0sd82unqZP1CX1osXL/LBBx8gSRJbtmxxfsG4skVgNBo5ePAgZ8+eBcDb25s1a9aQnJzc7/3Y1dXF22+/TWVlJWvXrqWhoQGz2Qz0z5rZuHEjv/71r1EoFHh6evKDH/ygzzK/99jkxP4rXLeCumzZsjFp8jYacnJy+Pjjj1GpVDzyyCPOHuc3AoKb3xVRbddhy/0TipR/7eMNMOT5l1ugKBT9P1x1hgJ2nv4+y6Z/ixlhK/p84LVaLY2Njeh0ukEFta7d5Kyx76HFaLmmWer2sw4TlDXJoYRPgAnK1V1au7u72bdvH7/4xS9GlKMsSRKXLl1i//79dHZ2IggCixYt4uabbx6w7Le1tZVt27bR2trKfffdR0pKCp999pnz+auzZpqbm3nuuecQRZGdO3dy7tw5lixZMuBY5DzUK0x+aNxFXI3ij+cs0WazsWfPHt59911CQ0P59re/fUOJaQ+CeyDKmc+A2heprQBb3v8g2fu3hR7w3MszVIUw8GzFYjNxMO9l9mX/BqvtiheAKy7+r58qw2Lrv3x+83QZRrNrAZ/etBotfJzlEOhr3TZwFbVajZfXlb3pwsJCBEHg+eef5w9/+AMmk2nYa9TX1/P666/z0Ucf0dnZSUxMDN/+9rdZtWrVgGJaW1vL//7v/9LR0cEjjzxCSkp/s3F/f39nRopCoeiTOWOz2YZs+S0v+a9w3Qiqn5/fsGIpCMI1ub8PRVtbG6+99hqnTp1i0aJFPPbYY33ST240BI8Qh6iqvJFac7Dl/w3J3t9Dod95PYIqDr380zWcQN9wxfQ6NjYWhUJBdXU1XV1d/Y4faHbaQ88sdaS8l+kwQVkcP3kmKK2trbS2tvLTn/6UGTNmsG/fvkGPNZvN7N+/n1deeYWysjI8PT35xje+wWOPPTboXqher+e1115DFEWeeOKJYXO1e2fNFBUV8aMf/Yjs7GxCQkIGPUcW1CtcN4IaEhLCvHnz8Pb2xsPDo98fHx8fFixYMC5lpzqdjldeeYX6+nruu+8+1qxZM+klpBOB4BmOMvX7oPREar6ArfB/kaTBO5qCa4IqIJAcfhvxwQudj6nVamd1zkCm04PNTnsY6Sy1twnKIwsmzwTF09OTpKQkFAoFs2bNoqqq/xeDJEnk5eXx5z//mePHj2O320lPT+fJJ59kzpw5g040Ll26xLZt2/Dz8+Ob3/zmkKIIV7Jm/uVf/gWAxMREXnjhBRYuXDhkS25ZUK9wXd2B2NjYCa2GkiSJw4cPc+jQoSld9TSeCF7RKFK/hy3790iNZ7GJKhSJjyEIA38XXxHUgQsaYgLmsjTxCfw1/dOTEhISKCkpQafTMXPmTOfjjR3dg85Oe2gxWvjgYhWbXRTHT7NraDVaSA6bXBOUadOmsX//fsAxO7xa9FpaWtizZw9FRUWAoxBi/fr1Q6bmSZLE8ePH2b9/P/Hx8TzwwAPDGs9cnTXTU1UFDgexoVqDW61WRFGcEsU1k811JagTSV1dHY8//jg+Pj6sX7+eBx54oF/Vk9lspqWlhebmZlpaWmhpacFoNLJixYopY9AyFoje8ZD6lENU609gF1WI2ocHnBkNNkP1UPlitLThofYdUEzBIS4HDhxAr9f3KUNt6bIMOTvtob6jvz/rQFjtdrb3mKBkTKwJitVq5bnnnnN2ad20aROpqan87Gc/w83Nje9973uAI1f04sWL5OXlYbVacXNzY+XKlcyfP39I4bLb7Xz++eecOnWKmTNncvfdd7s0c7w6a+aBBx5gx44dCIKAl5cXTz/99JA/kzw7dSDfhUFoaGhAr9eTnJxMcXExf/nLX6ivr8ff3x9fX18MBgOdnZ0DnhsdHX1DCSqA6DMNUp7Elvsy9trDIKoR4+/vJ0Y9gup12RMg0CuORdqH8fOI5O1T/0pB7VekxXyDIK+4fq8RGhqKRqPBYDDQ2NjorClPDPHio28tptXoCIydr2jhj1/pmBvly9O3OEyylaKANnjwiqzefFnoMEGJ8vOYcBOUgbq0Tp8+nTvvvNP5f4PBQHl5OVarFYVCwezZs7n99tv7BLMGwmq18sEHH5Cbm8uSJUu4/fbbXf6yGChr5tlnn3XpXFlQryDfhUHQarXcf//9LF26FF9fX3bv3s3JkycvpwQp8Pf3JyAggICAADw8PPqdeyMi+iVD0new5f0Ze/UXIKpRxG3oc0yPoGbEP0hC8EJCvKc5twdSI1eTVbmLU7ptrE/7Wb/rC4JAQkICWVlZ6HS6PiYdkX4eRPo57nPD5Zmoj7uK1PCRBQYlSXIm8k+ECcpIZr9ms5nKykqntV5AQAAbN24kLi5u2HONRiM7duygvLycNWvWONs7j9XYhjrXarXKOaiXkQV1EJRKJaIootFoWLRoEenp6fzpT39Cr9fT3NxMU1MTjY2NAGg0GgICAggMDGT69Ok39D6rGDALZvwTtvxXsFfuBlGFIuYO5/O9l/yhPn3LTdPj7iW/5gBlTeeobs0lwq9/+o5Wq3UKqiuiMFLOlLc4TVDWp4YNf8I14kqlkyRJ1NfXU1NTg81mQxRFwsPD2bhxo0uVTG1tbWzbto3m5mbuvfdel60ivb29B2xjMxwqlarPnqw8Q72CfBcGoecN0rsK5Mknn+Stt96itLQUSZLo6upyimtVVRUVFRVUVFQgCAILFiwgMTFx0tz5xxMxaB7M+Ca2glexl38MCjWKyFXAlZnLQFZ8nmo/0qK/wdnSdzhR/Ab3pP9Xv2N68npLS0vH5YPaMzt9YN7Ym6AMRGJiIgaDgcrKygFLUDs6OigvL8doNAI4a+vnzp3rkpjW1dWxbds2LBYLjzzyiEuz2R4yMjI4ceKES+btPXh4eLBw4cI++7gWi0UW1MvId2EQBEFAqVQ6q0DAIaoPPfQQb731FmVlZWg0GjQaDdHR0VitVlpbW2lqauLjjz/mk08+ITg4mJSUFObNm8f06dOJjo6+YdKtxOAMsFuwFf0De8m7jplq+ArnB20wb9M5Md8gp2oPdYYCShpPk9ArdQocs6bQ0FDq6uooLy8f08KJgjqHCYqHSsG9cyamKaAoiixYsID09PQ+kfKuri5nAA4clUqrV68mMTERhULh0nK8pKSEHTt24ObmxhNPPDFsWtTVuLu7s2LFCiRJcllQBwqIyTPUK8h3YQiUSmW/hoBqtZpNmzaxbds2Z+/ynmOTkpKczkn19fU0NTVx6tQpjh49SlBQEFFRUcyaNYvExESmTZt23RcGiKFLkewW7Lrt2HVvIYjqPjPUgVArPUiPu5+jRa9ySreNuMD5/QxTtFotdXV16HS6MRXUN8+MnwnKcPSkFUmSxPnz5zlw4ABGoxGFQsHSpUu5aUkGiuZTUFuOXVQhiCpw/lE6/haUINkQ/ZLJysrio48+IjAwkIcffvia3kuCIFzTfqosqFeQ78IQDCSo4BDVzZs3s23bNiorK52Pz5s3j8WLF7N69WrKy8vJzs4mLy8Pg8FAS0sLer2e/Px8vL29CQkJITIyEpVKhZeXFxqNps+bWqlUEh0dTVpa2pQ2XVGE3wJ2M/aSd7EVvY7Umg4M3YomNXIVlyo+paWrkoLaL0mOuK3P81qtluPHjw+Y4D9aqtuMfNFjgjJ/9CYorV1mzpS3sONcJcFean79jVkun1tTU8OuXbucyfvx8fGsW7eOoKAg7HXHsel3DHsNSZI4WRvNwRyJuLg4HnzwwUlvbtiT1iUjC+qQDCao4Ggw1yOqPR+QnhppURSJi4sjLi6OtWvXUlpaSnZ2Nvn5+RiNRjo7O2lqasJoNCIIAh4eHqjVanx8fPDx8cHX1xdJktDr9Wg0GhITE8fsZ+rs7KS4uBiz2ezSMk+hUBAeHk5ExOBN/BSRq8BuwV72EVLFbqSusCGvrRBVZCQ8xBe5L3G6ZAeJoctQ9jJfiYmJQalUUltbS0dHx7DpQq7w1mUTlLUpoYT5uC5ABpOFzIpWzpS3cK68heLGK6lyAoNvbfTGZDLx5ZdfcubMGUdKmZcXq1evJjU11Xmu4DsDBBGGqESTJIl9pys5Uycyc8HtbNiwYUrMDK1WKxqNaylrNzqT/9uYwqhUqj57qFfj7u7Oww8/zMcff0xAQMCAASiFQoFWq0Wr1bJ+/Xp0Oh05OTnk5uZiNBqx2+10d3djsVjo7OyksbHRaZnm6+uLl5cXWq12TKpQuru7OXLkyIC18kNRXl5ORkbGkNU5iuj1YDMjZL2GvfEctqYsVGHzBj0+MXQZmeUf0dRRSlbVHubG3O18TqlUEhcXR3FxMXq9ntmzZ49ovFfT2mV2Vlo9mjF8pV19ezc7zlVwtryF/Lp2BvtqWJoQOKSYSpJEdnY2+/bto6OjA0EQWLhwIStWrOg3oxPcAxGCMpAaTg54LavVzkdHSslriWTp6o2sWrVqyqxc5CX/FeS7MARDzVB7cHd354EHHnD5ejNmzGDGjBlkZGTw+eef09LSQltbG3a7nVOnTpGfn8/DDz9MZ2cnnZ2d1NbWkpmZiVarde69jnY20NTUNGIxBYcwVFVVDduJQIy9GzE4G/gQa/4r2N2/58hdHQBBEFmkfZhdF5/jfOn7pITf3qdVSkJCAsXFxeh0umsW1HcvVNFttbMkPpBpwcPPdt84Xeas8x+KodqvNDY2snv3bkpKSgCIiopi/fr1hIUNnqolBs3DNoCgGrut7PxCT3mHP2se+udBbfQmCzkP9QqyoA6BK4I6WlQqFf7+/vj7+2O322loaODzzz9HEARnJoAkSahUKtRqNUVFRWRnZwMQERFBYmIiiYmJREREuDx7Hc7sWJIkfv7zn1NeXs6LL77Yx7LNlfsgCAKKyNsQvDKRbGZsuX+Cmd93VFkNQEzAPCL8UqluzeF8+Qcs1j7ifK63nd+1dEM1WWzsvCyOj7po0XfXrHA+yarGaBl8+T07wpcZof1zTC0WC4cPH3aamHh4eHDbbbcxd+7cQX8Ge1sR9qrPkZov9nuurcPM2/uLaTZ6cN8//3/Mmj3XpZ9hIpFnqFeQ3QyGYLgl/1ghiiLnz5/nzjvvRKPREBcXh6+vL6IoYrVaMRgMWK1WQkNDiY2NdZq2vPrqq7z44ou8//77XLp0adBS2MHoMTuePt2RgK9QKPjxj398TQn1oigi+M9CCsoAuxlbzh+wt5cMeKwgCCzWPgpAVsVndHY3O58LDg7G29ubzs5O6urqRj2eT7IcJigpYd7Mi/Zz6ZzpId78110zGaqI6t65/WfrBQUF/PnPf+bo0aPY7Xbmzp3Lk08+ybx58/qJqSTZsTddwHrx19iyXnCIqahC8E9zHlPX3MVrnxXQZhR45KnfTEkxhfHPQ7VarXR3d7v0ZygTl4lA/loZAqVS6Uy4Hk+sVis5OTmsXbuWHTt2EBgYSGBgoNPFp6uri5KSEurr653jmjZtGl5eXpjNZvR6PVlZWQiC0G/2OtTMTq1W9zF8GQs/2Z4UHFH7MEKlAqnxDLaclxBm/hDBq390PdR3OgnBi9A3nORMyTvckvQd53W0Wi0XLlxAp9MNuVQeDKvdzvazjlSpLSM0QVkSH8iiuACOlzT3e87PQ8Wt06/kfLa2trJ3714KCgocP1NoKOvXrx+wE69ktyDVn8RWtQ+MtY4HlZ6I4SsQw1eCyhvbxV9RUpTFzgN6VEoF3/z+C4QnTk0xhfGbodrtds6cOTOgpeFgCIJAUlISyckDbzWNN7KgDsF4Lvl789VXXw3YzqUndWrBggV0dHSQm5tLdnY2FRUVFBcXAw5RnD59OsHBwVitVvR6PV999RWHDh1Co9E4914nyl/gimgJKKY/gc1uQWq+gDXn945Oqp79swUWJmympOE0eTVfkBZ9F/4ax+yvR1D1ej1Lly4d8VgOFjZQ3WYi2s+Dm0dggmK22nn+8/wBxRTgG7MjUCtFbDYbx48f5/Dhw1itVtRqNStWrCAjI6PfNoxk7cJe+xX2qgNgaXM86BaAGHE7YthNffp25bZP44PPPyTAx42Hv/0TAhKn1p5pbyRJwmazjYugFhYWjkhMe8aTl5dHYGDgiAsdxgJZUIdgogS1urqakpIS9u3bR0VFBbt372bdunV9jvHy8iIjI4OMjAza2trIyckhJyeH6upq596qm5sbycnJLFy4EJvNhl6vp7i4mEuXLiEIgtNjwNfXd9y6s/YpPRWVKJL+CVvun5Facy63p/4RgkffN7q/Joqk8JXk1XzBKf121sz6EXClDLWsrKyPP6crSJLEG6fKgJGZoBhMFv7toyzOV7TioVLw3B0p7Mqp5WBhg+PnAzamRVBSUsLu3budfg6pqamsWrWqX4K91N2CvfoLh0OX7XJ7E88oFFGrEYLmI4h9P4InTpxg7xe5xEybxwP3rEaTeAdTmfE0lx7pFlZvOjo6ZEGdakzUHuojj1wJxvz0pz/tJ6ZX4+vry5IlS1iyZAnNzc1Oca2rq+PChQtcuHABDw8PUlJS2LhxIyqVyrktUFtTQ1VVJSqVGl9fX3x8fEbV5ngwrq6UEkQViuTvYMt9GamtAGv2bx2i6t7X3nBBwoMU1h1G33CCOkMhoT7T8fT0JCIigurqasrKypg2beDg1kCcLmuhoL6DAE8V61w0QalqNfK99y9S2txFkEbN7zemkRTqTUZsAA3tmWTVGLgpRsOJA3vIysoCHI5Q69at67cCkLqqsVV+jtRwCiRHMFDwTUKMWo3glzrAnqrEvn37OHHiBKmpqdxzz8+vi0DPeApq7/fl1V1ZH3/8cR555BHi4+MB+Ld/+7c+RjRj+Z4eCVP/NzaJTNQMtTfPP//8iI4PCAhwelk2NjaSnZ1NTk4OjY2N5GedprnkGDGBAtpwNyITjZyTjLR1WWlXRNPU1MTLL79MbW0tP/nJT7jnnns4fPgwRUVF1NTUcPfdd5ORkTGi8QxUeioo3FCkPIkt+yWkdt1lUf03BLcrTvleboHMjlpPZvmHnCx+k7vm/tJp51ddXY1OpxuRoL552jE7fTA92iUTlOzqNp758BLNXRa0QRpe2pjmLABwVyl4ccMs3vj0IF36U2SZzSiVSpYtW8aSJUucYiJJEpKhCHvl50gtl3p+eoSg+YiRqxG94wZ8bavVykcffUR2djYLFy5k9erV1437/US1P7m6K2tZWRkxMTH88pe/HNfXHSmyoA7BeAqqqx+YkXywAjzNLA06z9KlRuzGFkRb3yVTZacCpdKdQB8VGq9Q4hMSmTFjBgaDgba2Nrq6urjttttYu3ats2LLZrONyNBlsFp+QeGOIvUpbNm/Q+oou7z8/zcE9ZUl8tzYe8it3kdVazYVzReICZzLtGnTOHr06JDdUK+moK6dU2UteKgUbJwzdO4swMHCen6xK5duq52Fsf78+huz8HK78tGorKxk165dtNU6gkiJiYmsXbsWf3//yz+rHan5okNI2y+PU1Qhhi5FjLi93xZHb0wmEzt27KC0tJTbb7+dJUuWTJmEfVeYKEHtudeAsyNrZWUlP/vZz5gxYwYPPzxwB4mJRhbUIegR1GvJgxwMHx8f1Go1ZrN5yON6mywPh133NrTlA0Pnw3WZRQoKinFzc3MaZUdERGCxWJzi2uOcJQgCGo2Grq4utFotISEhA94LuyTRZbbR3GXGarMPuOQSlJ4oUr+HNetF6Kq6IqqXE/rdVV7Mi93ICd0bnNS9SXRAGlFRUajVahoaGjAYDC6ZgLxxeXa6YXYEPu6D77tKksTb5yp46ctiJOAbs8L5ye0zUCocd89oNHLgwAHOnTsHOH5na9euZcaMGQ7f10Ej9isRw1f0+bIYCIPBwLZt22hqamLjxo3MmuW6L8B40dZVg0rhjmev1cNQ9La3nAh6d2X905/+hJeXF6+88gpnz55lwYIFEzKGoZAFdQh63iTjUQni5ubGsmXLyMrKoru7u58A9UT4ezqBuoKY8BC2S/8NtoGroTxVjtewKnxQqRylqLW1tdTW1uLu7u4U18DAQCRJorOzk7a2Ntra2igoKGDHgTOUd0FoVCxeIdGIfqGY7Ao6zVY6L3cc7arW0V1YydO2gfMBBZUXypk/wJr1G+iqwpbzexQzf4CgdATJZkWt41LlLho7SiiuO0Zi2DLi4uIoLCxEp9Mxd+7Q6UNVrUa+KKhHIQo8NIQJitVu5/cHi9mZ6Uj6/5dlCTy2MNZpkH3x4kX2799PV1cXoiiyePFili9fjlqtRrJ2YRsoYh+5CjF0aZ+I/WDU19ezbds2uru72bx585i6ao2Wru4W3jr1r0iSnUi/VKaFLkMbsgh31eBfDD0xhonY7+3pyvrMM88AV8y7MzIyKCkpkQV1qtPbZHo8voF9fX256aabxux6oiYCYf5z2HL+gNRR1u/5AI2dGaFmCurbmRkTiEnyo7ndRlOLAZPJRE1NDTU1NXh4eBAQEIC/vz+RkZHMnDmTtLQ0Vv36Azqry8nLzcV+6SKCIKD2D8EtKAr3oEiUGj8QQBRAGLQCHgS1j1NUpY4ybDl/RDHzewgKd5QKNxbEP8Ch/L9wSr+dhJBFaLValwX1rbMV2CVYP4QJSpfZyk8/y+GorgmVQuD/W5vM6mRH4Kquro7du3dTXu7IX42NjWX9+vUEBwcjdTdjKznQN2KviUIRuQYhKL1fxH4wysrKePvtt1GpVDz++OOjyrEdL6TLAbSq1myqWrM5XPg3ogPSmBaylPjghbgp+5Y9T9SS/+qurCaTCZVKhUKhID8/f0K7IQ+FLKhDcLVr//WAoPJGMfOH2PL+jHR5+d+bpFArCYEGzLb2njNAE0MbseRXw/n8GsxmC/X19dTX1xMWFkZoaCgKhYL//uad/MenOdhsNsxtjXQ3VmJqrMJQeA5D4TkU7hoEhYLpHtZhtzIEN3+UM5/BmvUCUrsOW+6fUKQ8haBQkxS2kgvlH9PaVUVu9X60WocJtV6vH7ISprXLzMdZDhOUhwdpJ93Y0c33P7hEfl07vu5KfrNhNnOj/Oju7uarr77i5MmTSJKERqNh1apVjmV4VzXWwtdcjtgPRU5ODh988AH+/v48/PDD11xIMZZ4qP1Qim5Y7VfaokiSjfKm85Q3nUfM/wshPonEBqaTHncvMHGCenVX1s2bN/P3v/8dd3d3QkNDXfbTGG9kQR2CnlnpRKROjSWC8nIAqOBVpKbzfZ8LzsAz+g7cW7KQWrKQ2orAWooXpUSGwK2RPrSL0RTUqzie3UxdXR11dXV88cUXREdH8/CMGbyR342bfyhu/qH4JKZjM3Viaqyiu7EKY0UeJur54x//SEpKCtOmTSMxMZGgoKD+HVLdA6+IalsBtvz/QZH8L4iiikXah9mb9d+cLdnJ5kW34OfnR2trK7W1tcDAq4WdmZV0W+0sTRjYBKW4oYPvvX+RuvZuovw8eGljGjH+HuTm5rJ3717a2x1fMgsWLHA4QpkrsOX+aUQR+6E4efIkn3/+OdHR0Tz00EP9mjtONmZrF55u/hh69oOvwi7ZqG3Lp7YtH39NFAnBiyZMUAfqyvriiy+O62uOBllQh+B6nKH2IIgqFEnfxlb8JlLdUefjYsAsBM8wFJ5hEHk7ks2E1JqP1JKFvSUbupvxJof5vjB/qUiXMpySZk9OFXZSUVEOFRVMU8VRrLqyP6lw16CJmo4majpdobF0FX6JX8wM2tvb2bdvH/v27cPPz8/plhUfH+8seRU8QhzL/0u/QWrJxpb/NxRJ3yY+aCGhPtOpMxRysfJTtFot586dc1SIhfcvKzSabezMdFTVPDKACcqp0mZ+/HEWnWYbsyJ8+O2G2UimDrZv/8CZQRAREcG6dWsJd6vHXvgStvbLBtcuRuwHQ5Ik9u/fz/Hjx0lOTuaee+6ZFHcmu91GR3cTBmMtBmMtbaY6DMaeP7V0Wztcuo6PRxhRlz0HxlNQr6Vd0GS1GpIFdQiuZ0EFh0WeYtqj2FVe2Cv3AiKCX9+OmILCHSFwDgTOQZQk6KrG3pKF1JyFZCjG01pFqg+kzgeL4EVFuw/n9fnsMLhTreifgaBUKKjtVrKj1puUhFTumONDrKKNitISLl68yJkzZ1AoFMTFxTkFNjAw/PKe6otIzRewFf4fihn/j0XaR/g48+dcKP+IjNgfcu6cY9kfN4CgfppdQ5vRwsxwH+ZF+fV57pOsan61rwCbXeLW6cH89PZEzp0+ztGjR7HZbLi7u7Ny5S3MjTQh1fwVm/GyGYtS46ixj1iJoBq+e+lAWK1WPv74Y7KyssjIyGDNmjXjmmNqtnZhMNbRdlk0Db1Es91Uj12yDXquUnRDIarptrYP+Lxa4cFN0/8fM8JWOFcb4ymoYWFhzoaYI0GlUk1a52FZUIfgehdUuGypF7cRQRMDggJBNbgfqCAIoIlEoYmEqDVI1i6k1rzLApuNytJGglcHCbNheddh/j1rIbXdV0pYfe3tpPrXczbMnQ53BUUNHfy+oQNfDxX3pC1gy+o76G6pp6ioiOLiYvbu3Qs4cgwTExNJCLuLmM73UTWewSYqiUh8jJjAdMqbztEsnEcQBCoqKoi8agumtwnKIxkxfXJh/3pUz/+ddAToHs2IYXW4ndde/RstLS0ApM1OZWWqGo+Wd5H0PRH7QMTI2xFDb0JQjL61h8lk4p133qGkpITbbruNpUuXXnP6nV2y0dnd4pxlOsXzsnCaLIYhz9eoA/DxCL38J8z5t697KB5qP7Iqd3O06NV+50X5p7Ei+bt4u/f9Eh1PQQ0PDycjI4OKigqXP4NqtZrExMQx6fIwGmRBHYLrdQ91IMTgkaeUCEpPhKB0xKB0JMkOnZXYW7JoLr/A2ZIGbldf5KuOaLrtjrdRsnsd3e3thCjNpBhO4TF9EbnWAErbLLx2sow3TpezcnowD85bxKpVq2hra6OoqIiioiIyMzM5bbGgsLoRrSgkMaKe6QYzi2ZsprzpPAUN+wiLuJWaqjqn61YPBwrqqW4zEePvwc3THB94s9XOL/fm8XleHaIA31saiaLiPG8fygMgOCiANeneREuHoP5yEEYThSJqjaPGXri2JWN7ezvbtm2joaGBDRs2kJaWNvxJl7FYjRhM9VdmmZeX5A7RrMcuDS4uClGNj3tIL7EMxdcjDB+PMLzdQ1AN8wXh69E340ApurFk2hZSI1cjCAN3PIXxy0ONjIwc1th8KiEL6hDcCDPUsUIQRPCKQeEVQ0lNMLbAEjy7W1ikauNorYhGYSHRtx2Dwoy5w0KUbxcR1mP4t7gTaw+hzjeRwi41+/Pr2Z9fT0qYNw+mR3PbvHQWLFiA1WqlrKzMIbCXNOw9tZe9p/5GYNRJuiKCMWv0RGiaAC4Hphx7sJIk8cZpx+x082UTlFajhR99dInMyjY0SoF/mmal5Mv3HQYrSiXLZmpYEJCDwtoTsU++HLFPGZMCjoaGBrZt24bRaGTz5s396/wlO53mlitCaaylrddeprEnt3UQPNR++Lj3CGVf0fRU+w0ofK7i63lFUMN9k1mZ/K/4eoYPevxEBaWuF+S7MASyoA6M2Wx2mCF7hBDgEcLqABuirRPRIiCYahCENrzcbNwUZ+COlFaaOhvRNenJtPpyyjSNMkU4ubXt/GJXLn84VMzGOZFsTIt09t5as2YNTfq1FBz4LUUVZTQUBHCxuQrJ+i7uJi3ebVYCveIRGjt4/wsDbRVlaNVKoq1+HDhWyZuny2nsNDNL2U2irZH8Mx2IokhSlJrb48rxcbfhiNgvcLg+eY1dDmNPjqkgwt33347Ct5mLFbm9xLMOg6kem33wtDJRUPYVSve+S3SVC4UDo8XXI4IF8Q/iofIhJXIV4jAz9YlM7L8ekO/CEMiC6honjh7h0KFD2O12vvnNb4JGgeAVAgFuYCkkUNNFoKaDjJgOHrdWU9DkySe18Rzr0tLUCX87VsL/HtOzJjWch9KjmRHqTWDCUhb5eLAg/xUsVisftd3C0dwL1J61Y2mpwbOtlSaDhn06Dd6omRUTysXcQk6UNiNZLSQLnaiNnXQAbkpIDOzgzsR21Co1YuhyxMjbEdxdL+u9GkmS6HLOMh37mFnZFzmw5xiiu5k5KwI5VH4Kygc+30Plg3cfwbyyn+nlFnBNs8xrQRAEFsS7ntPZY4J+vZi5jDeyoA7BjbSHOl40NTWRk5PD1q1bAUd9emNjI7gHodTeidLPB8mgv5yWlYW6s5IwTTcLPSvwaGui0hZIiTKCOkUAu3Jq2ZVTS1qkLw+lR3Nz4hwUM56Agv/ljoBuOhdHUS1E09Sqod6iAqmbxsZGRCRqLC1c7BbwVCsIU9tQKkQEAUK9zIR6WxAVStq8VxI+6w6XI/ZWm7lPlNzx7yv7mtZes8zS/BZyTtfhH+TO/JVRuHu44+0e3H8v8/JsU60cHz/aiUbuJ9UX+U4MgTxDHZ4LFy5gt9vZunUrUVFR3HvvvX2t+wQFgm8iZo9YclriOZ9/hsqqGufzQbQSZG7FplThGe3P7oYELla1cbGqjWBPJQ/Mj+GumEfxKn+d2YKKOo9uFB1+qNz8UahEkJr4ascrNDfU8vCWxzE1dfDagQOolAp8vdQ89c27ELwTETXh2EMW9xHTzs5OUJpp75OPeSVq3tndNOTP7qb0wsc9lOIL7bTkK1k+bzGrV6/BTzP4XqZkgnazEW9vZZ/2M9crsqD2Rb4TQyAL6vC0tbVhtVrZunUrb775JseOHcNoNOLl5UV9fT2enp68+eab1NbW9uu62psQt26+nXCef469xO76eN6rnU5Flw9/OqznFUFiVcxG7vPdj7vnlbQgk8WOp6cn9z28hV07txEREoQg+fL9b28ESWLPoYt8frKS5BQNHppGWi2lRE73xK5sp761jI7uegTF4KWsgiDi7XZllunba1nu4x6KUnTn448/pqsik9SEZKIjo9HnNAFDCzE42o8vW7asjyny9YgsqH2R78QQyII6PJ6enqSmOooFEhISOHnyJAkJCTQ0NPDWW2/R2dlJVVWV02xlsPSados77+iX4Kk04Wtr5in/I1TYA/iyPYGsrlB2lanZxXrmS5dwUzhE1YNuQsVm7Jcnej6eZvwCBWyqQMySHaW3nYBoCZNYTUujhYv6Eox7WvH2cyM40ovgSA1+AV5g8cDfK4KEqFT8NBFO8fRyC0IUBw7KdHd3s/3t7eh0OsLDw0dscGIymbh06dKoemVNJWRB7Yt8J4ZAEASUSqW8hzoEM2bM4IsvvqCuro7MzEwiIyO54w5HH6To6GinOXNeXh6SJOHr6+vs6urp6elMUzKbzehKekdwfAArsRQSIFRQqoykUhlCrcmPEIWFOUECna3tdHeCqLYgqqyYfdppsotUFuj5dOcRlColS1am4u3li0rhwZLIVKwmgcZqI2dPZpO9txmFaMffX0FAgIEabT0bNy4jOnLohobt7e1s376d+vp6brvtNhoaGkZ170wm06jOm0qMlxPb9YosqMMwGW1Qrifi4uIwmUz8+te/xtfXl29961vOD1hycjJLlizh3nvvJTc3lx07djjbQut0Otzd3QkMDCQgIIDFSxaSmBxNc1sdrW1NtHe009nZicloQWEykWZuZ4axlCa7GwEqI/FhWiqtbbS6NyIoL+eTmlXY7CpC/OP55v+bxqnjmZz/spZbbkkCpRJNdxyRUZFoZmjwUh4hJyeH5uZmmpubaWhooKCggMOHD5Oens4DDzzAjBkz+tWENzY2sm3bNrq6uti0aRN+fn59BHWg3kcfffQRZ86cITg4mCeffPKGmtHJM9S+yHdiGGRBHRybzYZOp2PJkiXcc889/SpaemafoiiSkpLMj376r2TnXuCLPcepqqilqamJ2tpaqqqqKKo+Sdh0iZBoL0IiNXiGqVEB7kCi6E6aQkN2Szh/vhRGp8Udc34xSZ4NNLb4YLML2C1KjM0+eCitBHoKSAJ4qJR0WyXa2hyJ8m1tbc7meuDohhAcHOw0025ubqapqYnDhw9z5MgRYmNjWbt2rdNzoKWlhbfffhtRFHnssceIiIhwdj3tfc3evY96Wn8///zzfPjhh5w+fZolS6ZuW+iRYrFYZEHthXwnhmGiOp9eT6jVarq7uykuLqa7u5vY2FiCgoKw262YbV2YrUbMNiOnS7dhkhoxmOroMDU4jTkCF4q4h4cSUTkTm81OW1sbJo8ius1dVGUpacxTEh4czJwIT2b6tRIfrGBXvZYX9AuIsFfiBgiWdmwqC0nBVp790yfU19ezY8fb3HzzLRw8eBBREPDSuPNPD6/H31+NVdAQHBGPoHCns7OTwsJCZ5BMEAS8vLzw8vIiJiYGq9VKS0sLTU1NFBYWkpubS1FREVlZWWzcuJGnnnqqT4+j3lzd+6isrIyZM2cCMHv2bI4cOXJDCarVasXNbfR+BzcasqAOgzxDvYLDmKOZLnst5y+dxGa3EhLpg0Eqpqk2C5v9yhePm38Xxc19XYs0boFXSianhWLv0nD+WAlqtZpvfes/CA0NpalGR8GJtym8+BW5p1q4aLVzxhBFsXs4bkHFKAMcS/Auqye1plaU7vDs9zaAoKDUnkBFYxcPPxaLaLciSVDXCfVdZrzdjES5V7N4djgeIbN5pcJMQ4cI9C817Wk/s3LlSu6++25nKWl+fj7f/OY3BxXT3vT0PtJoNM6kd09Pz2vqNT8VsVqtaDSa4Q/8miAL6jB83QTVYjX28sns62jUbmqgvLiJrOM1aLw8mZ0Rj5umGQAFoBBUaNwC8PUOJCw0ok9Su497KEpF/7zLjFTHh1LRXYu14H/xaTzDghAbC26PI6t6Or84F4+ebqxNVcQKLTQ12An196ZVpUZjVVId0YUguuEDxClKiJsxm6rOcPQN7XR3teMjdaGyWzCYFBwt8eZUeSfawC9ZEttFiJeF8lY3dI3ulLW4YRdUJCcnM3fuXOLj451bFqGhodx88820t7fj6+s77D3s3ftIr9fT3Oy4R0ajEU/PGyOhvwd5D7Uv8p0YhhtNUCXJTmd3s7Pyp623m5GxblBjDkmSKMhspDy3k7g4LWvuvJlgv+g+Bh2eav8RmYs4+tgXQuXnWFuyLj8GuXUeHCr1Z7+wgPogTyLCFfzqzhR+u+sc7boL+Ll1UdfUSoOhg9Z2M00+XWh9/Qj2sKNszSI6II1o/1Cau/zRNXRQ1daFh82EuwL8JCOFjR4UNnqgFO1MCzIxO6KTb8xqReWXiDLIFzFA42zWZ5dAIQrOYoXhfr6rex9NmzaNvXv3cvfdd3Pp0iWmT5/u8v25HpAFtS/ynRiG63EP1WLr7mXE0av6x1hLu6m+z9L8ahSiqp8Zh6cyiCP7M/E1VPPE3RmsX7/+mhzRJcmO1JTp6GPfUQKAHQUXqjWcKPGkzurHRZ+5NJggxMuN32+cTXOnmYpuNUHTFjInqI0juWX4mRswdzVhMraS1d5AoFKDl9qAT+Nx/KLmEeATQEBsAEaLLzWCH5/Xu2Ps7CDC1sB0awXYreTXe5Jf74laYScxuI6U0I9JCHgHhWcIB+pDONUawb/csdYpqMPVrA/U+yglJYWf/vSnBAUFsX79+lHft6mILKh9ke/EMCiVSoxGo0vHmiwGzpW+T4hPIomhY9fN9GquGHP0sn0zXZlldplbhjzfQ+Xbq/qnRzgd/9eo/fuUTLa3t/P2229TU9PA2jXrWLx48agt7iSbGXv9CexV+8Dk8DS1ix5cqPHjqwIwWhR4xaVyxhBCm8nK9BAvfn9PGiHebvzLO5kAPJART4yfO2+WqYmKjMCnJpvQmR40m4pRdfmiqeqirqyIuop8vGKWEadNJikxkY2pqTypULEvv44d5yr5vCEKd7uJKHsjM5StmLtayKnVkFOrwV1pZ0awkeTQIlZEZWO5cIDuCk/s7c3Q3QRDLNsH6n00Y8YMNmzYMKp7NtWRBbUv8p0YBleX/KWNZ/gy/y8Yza1o3AKvWVCttm4MpvpeBsNXlujtVxlzXI3D/i2kn4uRw5wjBJXSteZwtbW1vPXWWxiNRh544AGSkpJG9bNIlk7stYewVx8AiyNQJakDyW0JZ9fpZqx2ET8/P8Jm38wrma2YbVaWxAfyq7tS0aiV5NUaOFPegqdKwca0SM5VtNKtcMcWEIhYl4uhzJeQ+R5Y7fVsvO9Z3As/oDj/AkV1WZTqBPLz89m1axcxMTEkJiby+7XTqDCpeOd8JV8Vu1NMFJ7uRuZp2omwNtDV1szFGg0XazSolRKpoZ10t5Rgb9ZjO/8LLH7Rjt5c/jNRKkbeY6qHGyEhXk7s74ssqMMwnKB2Wzs5VvR/5NccdD7W2d2E1daNcgh3dEmSMFra+rax6GUy3GluHnJc7iofZ7CnT425RxgaN/9hfSyHo6CggPfffx93d3eeeOIJwsMHNxkeDMnUhL36C+y1R6CnNbEmmnJLEh8cKqHL2IooKrnppqWUe8bx8tFSADamRfLD2xJRXl5e9xhIb0iLwNv9yodXUnkQHBxMQ0MDMT7L0Lce4ETpO9yV/hNmu/2O2Z3l2N2s1Po/RHFZLUVFRezfv5/9+/fj6+vLzYmJ3HlLNKdalOzOb+Ko0QMIIdLPjKajhghbA15WI5lVXpSX+1Je7ssBXSBpkU1Edu1DqNqHu+BGoD2KRpMPgps/uNgyRRAE4uPjR3xPpxKSJMkz1Ku4bu9EVVUVLS0t/Rp4CYKAj48PMTED92UfKUPtoVY2X+Jg3st0dDf2e85gqsfXIwyDsR6DqW/gp+3ybNNqG7z0UBQUeLuH9O3/00s8x8v+TZIkTp48yb59+wgPD+ehhx4asYGH1FmJrfJzpMYzV/rY+6XQ6pnBx1/mUVnpaEMSHx/P6jVr+b8LTXxwWUyfulnLwwuu9IWqbOniYGE9SlHgofnR/V5Lq9XS0NCA2JKAm+oU1a3ZVBoKiJ75faxZLyJ2VRFheI+Y5T/k1ltvxWAwUFxcTFFREZcuXcJsPotSqeThqGjqxABOtqipMqtBHUuhFIOP1EmEtQG7UIPFJnGuwoOLNd74aFQkh5lJCahnQbCO8mYVRosAykAETQyCJhrBMxTov+eqUCgICgoiNDR0wHuHRyiCOPVnfbJbf3+uyzvRk2Q9FAaDwZlQfS0MNEO12EycKH6D7Ko9g5730bmfYbK2A4N3bHRTeg3ilxmGl1vgoMYc44XNZmP37t2cO3duxO2OJUlCaivEXrUXqSX78qMiQnAGtuAVfHm6mNOnDyBJEl5eXqxatYr46Un8x6c5nChpRq0Q+c/1Kdw2o+8SevvZCuwSrEsNJdS7v1O9Vqvl5MmTlOoqWbD6Hk7o3uCE7k2iF/z2cifV30BXJbac36OY+QN8fHyYN28e8+bNw2q1Ul5e7uxrZW4sIcViIzu3FWVgJG5BUUh+oRjU8bSr2jErWylXR5Hi3oGhs4NTOoFTulD8fdxJiRRI9q0k2LMGQagB6yno9ETwT0H0d2wPCGqfIe+hvSUbW84fQBODMvXpYY+fbGRB7c91eSf0er1Lx4yHoFa2ZLH74q+w2oc2tjBZDZft3wZqmBaKt3so7kN0IJ1ojEYj7777Lnq9nptuuolbb73VpeDTlYj9XqSOUseDotrRMTTiNnJ1dXz+2sd0dHQgCAIZGRmsWLECg0Xgn97OpKihAz8PFS9umE1aZN8cz5YuM59mO7xTH14w8IojNjYWhUJBTU0NCQH3calyF00dpRTVHWF62M1OUZU6yrDl/BHFzO8hXG4holQqSUhIICEhgdWrV9Pc3MwfPz4K+pN0VhbSUZaHqFSi9g/HbjZisgnkqBMoUap4YUM4zZU6cnNzaTF0cswAxwgkKMCHlGg1yf41BFJHlS6TooZsLDYBQeULHiEI7iGg9ut3f+3NF1EYPYjxrybB9gLKmd9HcA8c4W9y4pAFtT/X5Z3oLXDNzc386le/orKyku3btzvTeaxWK5IkXXPTNZVK1eda2ZW7hxVTgBlhK7gl6V9QiFP/Fjc3N/PWW2/R0tLC3XffzZw5c4Y9Z6CIPUovxIiViOG30Gwws/u93c4vv8jISNavX094eDiF9e18//1L1Hd0E+PvyR82zibKv/8WxjvnK+m22rlJG4g2aOAvH5VKRWxsLHq9noqyKjLiH+TL/D9zWv822pAlKNz8r4hquw5b7p9QpDyFMECRga+fP+fNQQTOuw27zYq5uQZTYxXdjVV0Vhdjbq6l/uRneARH8R9dCXzx7xtYs2YNZWVlZGdnk5eXR2OzgcPNcBgVgQEzEe1G/NxMqCUDdLdDRzugA1EFan8EtwDH3quowt5aD3aRLKMbamUjUfZfO0TVM8Ll3+VEIgtqf677O+Hl5cXWrVt54YUXxuX6vT1RVSoVK5OfQuMWSE1rHo0dJQy2pO+2dlwXYlpWVsaOHTsAePTRR4mNHbph3UARe9yCECNXIYYuwWoX+erIEY4fP47NZsPd3Z3bbruNefPmIQgCx0ua+PePs+my2JgT6ctvNszGz6P/tkKX2cq7mZWOcWUMPSatVoter0en03Fnyh1cKP+Ylq5Kcqr2MTt6PYJ7kENUL/0Gqa0AW/7/oEj+l377lCarjaZOR/aEqFDiHhyNe3C0wzwl/wSGvBP4emnoqMxD6CrjhReK0Gq1TJ8+nZUrV7Ju3Tr0ej05OTnk5+dT39CEzWajCtBoAvH3dsfPw4LK1go2E5jqkUz1jneQUgO98oObOxVEmVuxXnoBRepTiN4JQ96DyUAW1P5c93dCrVaPayuJqwVVrfRg2fT/B0BHdxO6+uMU1x2lzlDY57w2Y+24jWmsuHDhAp9++il+fn5s3ryZgICAQY8dOGIf4+gaGpSOICgoLCxkz549tLa2AjBnzhxuu+02Z633BxereGF/ITZJYnVyKD9fk4SbcuB94k+yajCYrMyK8GFO5NDlnlqtlv3796PT6RAEkYXah9mb9WvOle4kKXwlaqUHgkcoylmXRbUlG1v+31AkfRuh15eeRq1kx+MZNHaa0agVaNRKNG5KNGoFRw+LfPWVozNBd3c3Op3Oufeak5ODIAhERESQmJjIggULWL9+PUeOHCEzM5PW1lY6O7uora1j586dNDU18dLvfkOgFzzx3Z8QHxUEwA+/dQfeGsd2hL3ne9raiS3rt5D8XUT/lOF+pROKLKj9ke/EMAzl2u/lFkha9J2kRd+JwVhHcd1RiuuP0dhRgnIKR2klSeLgwYMcOXKE+Ph47r//fjw8Bs5NdUbsG04DjnYhgl8KYtQaBN8kBEGgra2NvXv3kp+fD0BISAjr1693ZlrYJYk/H9Y505+eWBTLt29KQBxkO8Zqs7P9rOPYRzNih922CQkJwcvLi/b2dhoaGogPziDUZwZ1hgIuVnzi7OIpeEagnPl9rFm/RWq+gK3w/1DM+H99Chmi/T2JHmD7QZIkZ5WUm5sbKSkppKSkIEkStbW1TnH96quvOHToEBqNhuDgYHx9fYmMjKSzs5P6+no2b97Me++9R2V1HTUKBSEhYTz9zE/wsZejlLoG/gHtZmw5LyElPIAi4tYh74WrSJKE0Wh0uaxapVL1e4/0nCvnoV5BFtRhcLXzqY9HKPPiNjIvbiMGY92U7WppsVj48MMPyc3NJT09nXXr1vUrI3VE7AuwV33eL2KviFyN4OUQSpvNxokTJzh8+DAWiwW1Ws0tt9zCwoULneLTbbWxdXceXxTUoxAE/n3VDL4xe+g9wf0F9dQaHPury6cFDfszCYKAVqvl4sWL6HQ6QkJCWKx9hI8yf8aF8o9IjVyNp9rPcaxXDIqZ38OW/TukxjPYRBWKxC3Dtm222+0DCrsgCISHhxMeHs7y5cvp6upCp9NRWFhIXl4eRqMRQRDQaDROcf3ss8/w8fFxiuyzzz1PdHQ0d61ZRoCnDV/3gUROwq7fgeCdgOh9bfmrNpuNkydPUldXN6LzYmJiSE9Pd94HeYbaH/lODMNo+kr5ePTPL5xsJJuJ9s5udux4h5qaGlavXs2iRYv6iMTgEftliJG3IbhfEbfS0lJ27drlNFhOTU1l1apV+PhcSfVp7TLzzIdZXKpuQ6NW8N/fmMXCuMG3FRxjkHjz8kz2kYyYQWexV5OQkOAU1MWLFxPhn0psYDplTec4V/qec5sGcAhSyr9iy/kDUv1x7KIaUbtpyJmwqwFOT09PZs2axaxZsygoKODUqVMYDAba2tqoqqoCHP2oeoJpzz77LJbuTna+9yHnsvRMnz4dQXCjqcuGStlFYrAJtUICQQEqH3Ab/gtmOPR6/YjFFKC8vJyQkBDnyqNnkiEL6hWu+zthtVp57rnnKC0t5dlnn2XTpk1j6uhzIzTqs7fmUnXkBXYcN2PxnsmDDz7IjBkznM87IvbHL0fsL7fzUHohRtyKGH4LQq/0ro6ODvbv38+lS5cACAgIYN26dWi1ffswlbd08b33LlLRaiTU242XNqYxLXj4NLGTpc0UNXQQqFGzLsX1xnc9r19WVuas3lmkfYSypvPkVH3O7Og78PW4cj3RdzqkfBdbzsvYaw+BqEKMv29Q0RxNxogoik7j6oiICCwWC21tbSgUClpbW2lpaXGYW6u6yUgNo7KuGi83LR3dCmraVXycE4hSqWD6tHhSZ80lMTERcQyW111dg2wtuEBvXwt5htqf6/5OKJVKtm7dOq7Xh+tXUCVTA7mf/zcfHsjFXa3g8W//B+FxDjGVLJ3Ya77EXnPwSsTePRgx8nbEkCUIvcoo7XY7Z8+e5eDBg3R3d6NUKlm2bBlLlizp94G6UNnKDz+8RJvJyowQL36/MY1gL9dKMnv2WR9Kj0atHHoZ3huNRkNYWBi1tbWUlZWh1WoJ9IpletjNFNYe4rT+bW5P/X6fc0S/FEj+Dra8v2Cv3g8KNYrYuwe8/lil4AUFBeHh4cHs2bNpbW2lq6uLdkMbWcVNBIeEYJHcCQjwxsvLC0EQqKmpITe/mNz8YtRqNUlJSaSmpqLVaq/J8auHq3tgrVu3jpdffhmAwMBAnnrqqUFfRxbU/sh3Yhhc3UOdititJo6+/RO+OJpNeKAnD9yWgK/tEpIpHHv1fuy1R50Re8ErFjFyNULQPISrfACqqqrYtWsXNTWOJPvExESCZy3lv45U8FRQI2t7zST35dWxdU8uFpvETQmBPH9nKp5q195mubUGzpa3oFEruCdt5LmXWq2W2tpadDqdc8aaEf8QxXVHKao7wtyYuwm6av9RDJgNM76FLf9v2Ct2gahCEd3fYq93UGq09F5NPffcc2zatIm//e1vuLu7ExQUxOo162lvb6e1tZXW1lbc3d2JjIxEEAQ6OjpobW3l0qVLXLp0CXd3d5KSkpg5cybx8fGjHtvVPbCampr493//dzQaDdu3b+f8+fMsWLBg0J8HZEHtzXV5J9zd3enu7h7yGDc3t2ueUcD1O0O1Wq189vdnOHcmk+Q4f+5eHodKKWKv+Qp7zSF68mcFv1TEqNXOiH1vjEYjBw8e5OzZswD4+PiwZs0akpKS+Ob2czR2mvnPPXkEatQsiPHnH6fK+MsRRyL/vXMieebWKwYnrvCm0wQlso8JiqtotVqOHTvWp5LOxyOEmVFruVTxKSf127gj7ef9zhOD0mH6E9gK/xd72UcguqGIvK3PMYMFpUbCQKupF198sc//Q0NDsdvtaDQaJEmiqKiIlhaHHWNPOxWj0UhXVxcXLlzgwoULeHp6kpKSQmpqKjExMSMS16t7YHl7ezvT3BQKxZDXkgW1P9flnZgzZw7Hjh0bVOREUSQ9PX1MXut6FFSj0ciOv/4cfdYJbpodxor0iF5icDn1KXjh5Yh9f8MRSZK4dOkS+/bto6urC1EUWbRoETfffDNqtZr8unayagwA2OwSP/ooi4w4f74sbEQAnr5lGpvmR49IgCp6m6Ck9x+TK0RHR6NSqairq6O9vd1p6pIeey951V9Q3nSeqpZsIv37lySLIQvBbsFW/Dr2kndAVKIIv6XPPRmpoI5WgEVRJDw8nDlz5iBJEk1NTc60rLKyMmw2G3a74/fY3d1Nd3c3Z8+e5ezZs3h5eZGamkpqaipRUVEuj6GnB1Z0tOPeNzc3c+nSJe67775Bz5EFtT/X5Z0IDAxk9erVtLe3D+g2pdFoBs2rHCk9S/7rRVCbm5vZ/upvaSo8xF3L4piTOEAtuMITxbRH+uyR9lBfX8+uXbsoL3fMFmNjY1m3bh0hIVdMS967UNnnnE6zjS8LG1ErBJ69I5WV00fuEbr9jMMEZX1qGCHeo+uiqVQqiYuLo6ioCL1eT1paGgAeah/mxtzN6ZK3OaF7g43p/z2g0IhhNyHZLdj1b2HXbUcQ1Yihjg6loxFUX19fZyuVkdLTu0oQBIKCgggKCmLx4sV0d3ej1+udAmswGOjs7MRoNDqDXgaDgVOnTuHr60tqaiozZ84kLCxs0PH37oEF0NnZycsvv8x3vvOdIfdp5TzU/lyXggqOJf1EtK/t+fa9HvZQy8rKePuNv2GvOcjDa6YRGzaI7Z6tC3vdMRQRK50Pmc1mvvrqK06ePOlcct5+++3Mnj27zwex3WRhb+7AKTfhvh4sjhu5mUdT5/AmKK6SkJBAUVEROp3OKagAadF3klW1h3pDEfqGk2hDFg94viJiBdjN2Evfw1b0D0f0P3jBqPZQg4ODmTNnDgUFBZjNgxuC90apVBIbGzuoV6qbmxvJyckkJycjSRJ1dXVOcS0vL8dgMFBVVYXVasXT05PGxkaOHz9OQECAU1x7c3UPrI6ODl588UXS0tKIjIwccqxWqxVRFK95b/lG4roV1Inielny95SR+rSd4ME7phHg09/qrjf2qn2I4SsAyM/PZ+/evRgMjmX8/PnzWbly5YCz/M9yaum22ge8ZllzFz/9LIff3D0Lhej6bG5nZiVmm51l2iASgq6tJXFPMEqn0/WZVaqUHsyPu48jhX/nlH478UEZg9ojKqJWO0S1/BNsBa+CqBp1lD8+Pn7cjKQFQSAsLIywsDCWLVuG0Wh0FhUUFRVRW1tLaWkpZrMZLy8vysrKOHz4MBqNBk9PT/z9/Tlz5kyfHlgrV66koKCAtrY2jh07xsaNG1m8eOAvH4vFIi/3r0K+G8Mw1QVVkiQOHDjA0aNHSUhIYEPqGty7S0G4vAyTLH1MN5zYrbQ0N7Jn7z6Ki4sBiIiIYP369UREDBxht0sS72VWDTmeI7pG/u9kKd9a4pqIdJmtvHfZBGVLxrWbggcFBeHj44PBYKC2trZPp4GUiNu5WPEprV1V5NceJCXi9kGvI0bfAXYL9so92PJfwWroH7Sbanh4eDBz5kxmzpyJ3W6nurqaoqIiCgoKyMvLo6qqivb2dkJDQ/Hz88PNzY2goCD+67/+i4CAAFQqFRcvXuSHP/yh85re3t7Y7fYBZ6GyW39/5LsxDBOx5G9qaqK5udkZaOihZz94sKWXxWLhgw8+IC8vb9AyUnCILpLVIax2K1aLkZNns/nqf17BZrPh5ubGrbfeSnp6+pDLtzNlLZS3DJ8UbrLYhj2mh48uOUxQZkf4khbl5/J5g9FThpqZmYlOp+sjqApRxcKETezP+R1n9DtIDF2OapCWJYIgIMZuAJsZe80BbBV7gLnXPL6JQhRFoqKiiIqKYsWKFXR0dFBcXExBQQFnzpzBaDTS2tqKSqWivr4ed3d3NBoNNlvf3117e7szDU0UxT7vL1lQ+yPfjWEQBMHlRn2joaqqitOnTw8ZuJg2bRqzZ8/u89iVbqQDl5H2RhAEx4xVVKHT6di9ezfNzY6eVWlpadx22214eQ1fxfTbg4UDPu7jriQ92p/5MY4/8YGu+RhYbXbecpqgjE3LGqCPoN50U99midNClpJZ9hGNHXqyKncxL/aeQa8jCAJiwgMgWZDsryM1HMVuKEb0mTZmY50ovLy8mDNnDnPmzGHlypV8/vnnNDU1UVdXR2trK+3t7TQ3NztjE73TDg0GA3q9nqSkpD5tW2RB7Y98N1xgPAW1uLh42CiwTqcjNTXVOTuoqanh7bffxmQy9SsjHQyDwcDnn39Obm4u4AiYrFu3jri4OJfHWt3mMNZ2U4pkxAYwP8aP9Gh/EkO8XK65782+/Hrq2ruJC/BkmQsmKK6SkODwDi0vL8dsNvexdxQEkUXaR/js4n+SWfYBKRGrhuycIAgConYzeJ9AbLiALeePCLOeQfAa2qN1KhMcHMzatWupqKjAYrHQ1dVFVVUVBw4coKGhwbnE9/T0RKPROJ28Ghsb++yry4LaH/luuMB4Cmrv6G95eTl//etfEUWRsLAwvvvd7zrTbiwWCwqFol830rCwoevdbTYbp0+f5tChQ5jNZlQqFTfffDOLFi0acenim4/Mp6rNxKL4gBEl7A+EwwSlDBiZCYoreHh4EBkZSVVVFWVlZSQmJvZ5PjogjUj/WVS1ZJFZ9gGLpz065PUEQUQIvwWhoRlsRqzZv0c564cImqgxG/NEExgYSGDglYyMvLw8ioqKsNlstLa20tzcTG1trbN2X6PRUFpaSkVFBT/72c9QKBSyoA6AfDdcYKjOp2NJREQEv/rVrwD405/+hE6nY9o0x/JSkiSOHz/O/v37Xe5GWl5ezq5du6ivd7QoSU5OZvXq1c4cx5ESH+RF/CCtSEbK8ZJmihs7CdKoWZPsugmKqyQkJFBVVUVxcXE/QRUEgUXaR3j/7I+4VLmLWVHr8HIfeoYsSaAIXYIQICI1X8Sa/TuUs/4NwXPk7bWnIjk5OYCjOqpHbBMTE+nq6nLu8VdVVVFdXc0LL7yAVqslKyurjyjLyILqEuM5Q736dXpQqVTON6skSezdu5eLFy+SkpLChg0bhkym7uzs5IsvvuDChQuAo7xw7dq1/YRlMumZnbpqgmK22jFZHQGTLrPjb4vNjsHk+KITBQEvtyv3b9q0aRw5cmTQho6hPoloQ5agqz/OmZJ3WJH83SFf35GHqkSR9C1suX9Cas29IqoeIy9kmGo0NTX1+X9PWlVAQAB+fn7OLACz2UxlZSWZmZl8+umn+Pv788Mf/nDKZ0BMFLKgusBECSrAmTNn2L59OxEREXh7e2O1WtHr9RiNRpYvX87KlSuHtJg7f/48X3zxBSaTCYVCwdKlS7npppv6CLDdbqepqcnlZHOFQoG/v/+YFVLk1Bg4V9HqMEGZM3TyODisADf/4zSmq/Jfj5c0c+vLR5z//5dlCTy+KA5wNAVUq9U0NjbS1tY24Kx8YcIm9A0nya85SFrMXQRoBi957clDFUQViuR/wZbzRyRD4RVRncLdSV3h/vvvp7a2Fn9//2F/1xEREeTl5bFq1SrWrFkzLmJqMBhob2/vl/kyEIIg4OnpOWQLn4lCFlQXmEhBXbBgAQsWLODVV1/l5MmT+Pn5YTabufvuu5k/f/6g59XU1LBr1y6niXFCQgLr1q3rtySz2+2cOXPGeZyreHp6smzZMqdxxrXQMzvdOCeyz6xyMERBGLSYoDdW25XgnkKhID4+noKCAnQ6HfPmzet3vJ9nJMnht5FbvY9T+u2snfWTQa/du1JKULihSPlXbDm/R2rXXxFVN79hxzhV6RHS4aipqeGNN95ApVLxs5/9bFyW/NXV1Zw+fdolMe3NrFmzJn0VJteMucBE7aH2fg2FQkFtbS02m43p06f3KxnswWQysWfPHv7+979TVVWFt7c39957Lw8//PCAb/aGhoYRiyk4TIkLCwdOmxoJ5S1dHCxsQCkKPOiiCUqUnwerkofuguCpUnDf3L6z3d5VU4OxIP4BlKKakoZT1LYVDHrc1ZVSgtIdRerToIkBUz3W7N8h9XjK3qBUVVXx+uuvo1areeyxx8Zt/zQrK2vEYgqQnZ3dL492opFnqC6gVCr7OJWPFz37UhaLBU9PTzZs2MD06dMHXH5JkkR2djb79u2jo6PDEWhZtIhbbrllyOXacLaHQ3Et5/aw/Uw5ErAuNcxl02mAby6OY19e3SBNu+H+eVH4efbtftsjqHq9ftBqH41bALOj7+R82fuc1L3BN+Y+N+ASdiD7PkHpiXLm97Bm/Ra6qhwz1Zk/RFBd+yx+qlFRUcG2bdvw9PRky5Yt+Pn5jdtrjfZ9JkkSZrN5zIyRRoMsqC4wUUv+jIwMIiMjqa2txdvbm4SEhAHTUhobG9m9ezclJSWAw7Zu3bp1w6ZQDURzczO/+tWvqKysZPv27SgUCj766CPOnDlDcHAwTz75pHMMo3FN6k1Tp5nPsh3ttUdqghIfqGFVciif5/U3ZvFUKdg8v/9sNyAgAH9/f1paWqiuriYqauA0p7mxG8ip+pzq1lzKm84TG9Tf+nGwWn5B5X25k+pvoLMSW85LKGb+AEE5eR/qsaasrIzt27fj7e3Nli1b+vQNG2+u7ijw+OOPA3DixAlee+01/va3v03YWFxBXvK7wHgu+Xs+pHa7HZ1OR21tLUFBQSQmJvYTU4vFwoEDB/if//kfSkpK8PDw4K677uLxxx8flZiCo4Jm69atzj5cbW1tZGdn8/zzzxMbG8vp06ev7Qfsxc7zFZhtdm6eFkR84Mhncd9cHMdA4Y+BZqc99CT5D7Xsd1NqSI+7F4CT+m1IkmO5Wdl8if05v6emLX9IcxRB7Yty5g/ALQipoxRb7h+RbNc+m58K6PV6tm3bho+PD4899tiEiilc6Sjw3HPP0dbWRlmZY//9xIkTBAWNXTHIWCELqguM5wxVrVZjsVgoKCigtbWVqKgoYmP79qIXBIGSkhL+/Oc/c/ToUex2O/PmzePJJ59k7ty51xRlVavVfcpOi4uLnfu1s2fPHpN9U4BOs5V3LxurPDJKi76eWWpvBpud9tCTxztY+lQPMyPX4uUWRFNHKedK3+PTC//JJxf+P4rqDpNTuXdY+z7BLQDlrB+A2h/JUOxIrbK5lkUxVSkuLuatt97C39+fxx57bNi85/HA39/fWenW00Hg3LlzpKWlTclULVlQXWA8BTUkJIT8/HxMJhNarbZPrTQ4KqkaGxvZuXMnbW1thIWF8c1vfpM777wTT0/XauZHQmdnp3MPytPTk87OzjG57seXqmnvtpIWeW0mKN9cHNfn/0PNTgHi4uIQBIGKigpMJtOgxykVamZGrgXgdMnbVDRfcD5ntXe71AJFcA92iKrKF6ktH1v+X5HsU9OlbDgKCgp4++23CQoK4rHHHnPJ62E86d1R4Msvv2T58uWTOp7BkPdQXWC8BDU/P5/3338fjUbD6tWr++TR2Ww2Ll26RE5ODna7HTc3N1asWMGCBQvG1dBXo9E4jVOMRuOYiLbVZmf72QrAUWZ6LcQHapgT5cuFyjYUAkPOTsHRfywqKoqKigpKS0tJSkrqd0yXuZWzJTvJqd434DVsdovLBtOCR9jlPdUXkVqysBX8HUXSP/VrfDiVycvL49133yUsLIxHHnlkUoM80LejQFZWFklJSVO2S4A8Q3UBlUqF1Wq95qBMDz1lpO+88w4hISF8+9vfZtasWURGRhIZGUl3dzeffPIJ586dw263M2vWLL773e+ycOHCcXdHnzZtmrMM8dKlS8691WthX34d9e3dxAd6skx77fte/7pci1ohsjo5dMjZaQ9DpU81dpSy/cR3yK7agyQNnHJjs1tHZDAtaCJRzvw+KDyRms5jK/w/577sVCc7O5t3332XyMhIHn300UkX06s7CpSXl3PmzBmeffZZKioqeOuttyZ1fFcjz1BdoLfJ9LV+M9psNnbt2sX58+f7lZG2t7ezb98+srOzAYeBxfr168fN8R36tjZ+9tln2bRpEykpKfz0pz8lKCiI9ev7t1QeCZIk8cblbqYPLxgbE5TZkX4c+8EtLh+v1Wo5dOjQgIJqtXVjHSaA1DNDHcmeneAVg2Lm09iyf4fUcBqbqEIx7VEEYerOYS5evMhHH31ETEwMmzZtmpAWQ8Nx/PjxPh0FNm/e7HxP/vSnP2XTpk2TObx+yILqAmMlqEajkZ07d1JSUsLy5ctZsWIFgiA4q5e+/PJLuru7USqVLF++nMWLF4+7m89ArY2nT5/Ohg0bxuT6x0ua0DV2Euw1PiYorhAREYG7uzstLS00Nzf32VoJ853B3em/4oucl2g3Ddwry2Y3j6qnlOidAClPYcv5A1LdMeyiGjHhoSkZTMnMzOSTTz4hLi6Ohx56qI/l4WSybNkyli1bNuBzzz///ASPZnhkQXWBsWiD0tTUxFtvvUVraysbNmxwNpCrrKxk165d1NY68jOnT5/O2rVrxy1x+lq+EEZzbs/s9KH0GJdMUMYDURRJSEggNzcXnU7Xr+Y73DeJBzJ+x5HCv1NQe6jf+TbJ6lJQasDX9p0Oyd/Flvsy9povHU3/4u6dUqJ69uxZPvvsM7RaLQ8++OCk70+q1epRfdYEQZj0sU/d9ccUoueXNNpc1NLSUl599VWMRiOPPvooaWlpdHV18emnn/K///u/1NbW4uvry4MPPshDDz00rlUowcHBozKRUCqVzpxOV8mubuP8ZROUDWkD96maKHpXTQ2EWunJrSlPsyr1h7gp++bIWqzGUTfpAxD9U1Ak/zMICuxV+7CXfzKq64wHp06d4rPPPmP69Ok89NBDky5I4JhUjOZea7XaSfdnlWeoLnAtM9TMzEw+++wz/P392bRpE/7+/mRmZvLFF1/Q1dWFKIosWbKEZcuWTcgyS6lUsnTpUiorK0fkNhUSEjLipO43zzhmp66aoIwnPV8Ger0em802qLn2tNClhPnO4EDeH6lqyQKgy9J2TYIKIAakwYxvYct/BXvFZyCqUUSvHfX1xoLjx4+zb98+kpKSuO+++0ZsOD5eJCQk4O3tTWtrq0uB4J7ea4M1l5xIZEF1gdEIqiRJfPHFFxw7doyEhATuv/9+2traeO2116iocKQQxcXFsW7dOoKDg8dl3IOhUqnGNdAFjpbSXxY2oFIIPOSiCcp44ufnR2BgIE1NTVRVVRETM3j6lpd7EHfN2cpp/ducK3sPURCxXqOgAohB6TD9CWyF/4e97AMQVSgib7uma46WI0eOcODAAVJTU7nnnnumjJj2EBwcPOGfi7FAFlQX6FkGDSWoer2eyspKli5dis1m48MPPyQvL8/Z4/6rr77i1KlTSJLkzDudOXPmlNpLG0t6m6AEjcAEZTzRarU0NTVRXFw8pKCCo+3JQu1mpofdgpvSk9ey3hqTlDUxZBHYLdiK38Be8g6CQo0YNnFJ6pIk8dVXX3Ho0CFmz57N3XffPe6peF8nZEF1geFaSRsMBt555x3MZjPd3d3o9Xpqa2tZvXo13t7e/PWvf6W9vR1BEMjIyGDFihW4u7tP5I8woTR2dLMrpxaBkZuguILVaqW9vd1lqzY3Nze8vb3RarWcPn0avV7PypUrXTrXX+OwBBxtUGogxLBlSHYzdv0ObMXbQFAihi4Zk2sPhSRJHDx4kCNHjjBnzhzuuusuWUzHGFlQXWC4Jf/evXsxm820t7fz+9//nvnz57N+/XqKioqcuY+RkZGsX7++T5/4G5WdmZWYbXZumRZEXMDYWtmZTCYOHz5MR0fHiM7TarUkJycjiiJVVVUYjcYRJa1f6x7q1SgibgW7BXvp+9iK/gEKNWLQ4Abi14okSezbt48TJ06Qnp7OHXfcccOujiYTWVBdYChBLSgoIC8vj4aGBvLy8lCpVHh4eLB//35sNhvu7u7cdtttzJs372vxBu40W3mvxwQlY+xbLefk5IxYTMFRJRUZGUlMTAylpaXo9XpSU1NdPn+sBRVAEbUG7Gbs5Z9iK3jVMVMNnNP3dbubQeWDII7+oypJEnv27OH06dNkZGSwdu3ar8V7cTKQ5/suMFjalNlsZteuXZSXl5OTk4NGo2HevHmYzWZsNhtz5szhySefJD09/WvzBv7oosMEZW6UL7MjR9dddSiGMjhx5VxXXPwHYjwEFUCMvhMxcjVINkcGQEuO8zlb5R6sZ36MXf/2qK8vSRKfffYZp0+fZvHixbKYjjPyDNUFBpuhfvHFF5w5c4aamhpCQkJISkpyRku9vb1Zt27dlMjrmygsNjtvnesxQRn72elAXG2Q3djYyMsvvww4SnefeuqpPhFsrVbLgQMH0Ol0IxLJ0VRKuYIgCIhxGx3L/5qD2PL+gpTyr9BWiL3iUwDsDWccFVYjnKXa7XY++eQTLly4wLJly4Zs8CgzNsgzVBcYSFB1Oh1///vfqampITY2lpSUlD4f3Pb2do4dOzbhY51M9uX1mKBoWJowMV1ArzbI1mg0/Pu//zvPPfccISEhnD9/vs/xYWFheHp6YjAY+rVOHoqxDEpdjSAIiAkPIIQuc2wBZL/kFFMAbEYkw8h8ae12Ox9++CEXLlzglltukcV0gpAF1QWuFtSGhgZ+8pOf0NbWRnJyMgkJCQO+WY8ePUpra+tEDnXSsEsSb1xO5H8kY2xMUFzhaoNsLy8vZ2fWHkPi3giC4Fz2FxcXu/w647Xk70EQRETtJnAPBfpnL0hNF1y+ls1m4/333ycrK4tbb72VW265RRbTCUIWVBfonTZVWlrKj3/8Y1pbW0lLSxuy9YjNZqOtrW2ihjmpHNc3oW/sJMTLjTXDdCidCJqbm7l06RJz5szp91zvqilXGW9BlSQ7dt1bMIhBi70p06WqIZvNxrvvvktOTg6rVq0a1FhEZnyQ91BdQBAElEol+fn5HDlyBB8fH9LT0529zHtmRZ6enn3+9vf3n5J9b8YDpwnK/GhUisn9nrZYLLz88st85zvfGbACqGeGWlpaitVqdan+e7z2UHuwFb+JVHd08APMrUgdZQjecYMeYrVa2blzJ4WFhaxdu5aFCxeO/UBlhkQWVBeQJImjR48iSRL33HMPP/rRj27oxPyRklXdRmZlK15uSu6ePfn11H/9619Zs2YN0dEDl7x6e3sTEhJCfX09FRUVLpXhDjZDNZlMnD59GoPB4HLduZeXFwsWLHBuTUiSDanh1PBjaM6EQQTVYrGwY8cOdDodd9xxB/Pnj19Oq8zgyEt+FzCZTDQ0NGA2m6mqquLNN9/kyJEjNDQ0TPbQpgQ9s9PJMEGxWq1s3brVaZCdk5PDyZMn2bVrF7/4xS84dWpgoRpp+tRgQamTJ0/S2NiI2WzGYrEM+8dsNtPc3NwnYCkICpSzf+wISikGbzljbzw34ONms5m33noLvV7PN77xDVlMJxF5huoCHh4eHD9+nLa2NgoKCsjPz+fAgQMcOHCAoKAgkpKSSEpKIjIy8mu3+V/a3MlXRQ4TlAfnDdz3fjwZyCB7+/btw56n1Wo5ceIEOp2O224b3qBksBlqS0uLy2PtTUdHR5/tBsErFmXio0jah5BasrHXn0JqvghSr1Q9Yx329lLEXrPU7u5u3nrrLcrLy9mwYQOzZ88e1XhkxgZZUF3Ezc2NkJAQQkJCWLZsGQaDgfz8fPLz8zl+/DhHjx7F29vbKa5xcXFTzsFnPNh+pgIJWJ8aPiEmKNeS19t7rzQmJgalUkltbS0dHR3DdvUcTFB7L/OvzolVKBS8+uqrlJeXExoayj//8z/3eU8MtEUgiCqEwLmIgXORrF1ITZnY648jtTnSpiSDzrnsN5lMbN++naqqKjZu3Ohs/y0zeciCOkp8fHzIyMggIyMDo9FIYWEh+fn5XLhwgTNnzuDu7s706dNJSkpi2rRpU6alxFjiMEGpQQA2L5gYi77Y2Fiqq6ux20fW9M7X15fAwCu5sSqVitjYWHQ6HXq9ftiZnStBqZ6c2BdeeAFwpGVZrVZ++ctfOpsuZmRkuDxmQemJELoUMXQpdmM9Uls+Yqgjam80GnnzzTepq6vjvvvuIzk52eXryowfsqCOAR4eHqSlpZGWlobFYkGn05Gfn09BQQGXLl1CqVSi1WpJSkpixowZY9KaeSqw43wlFpvELYnBY26CMhihoaHcdNNN1NbWuiyqarWa+Pj4frNbrVY7IkEdbjtHrVb3+eKsq6sjNtZRMRYXF8fFixdHJKi9ET1CwCMEgK6uLt544w0aGhp44IEHxqQzrczYIAvqGKNSqZzLfrvdTnl5OXl5eU6BFQSB2NhY5zHj2e5kPOnotvL+BYcJypaMsbfoG4qgoKAxSUfrHZgaTjBHUykVERHBiRMnWLt2LVlZWXR2dl7TeMGx9/rGG2/Q3NzMQw89xLRp0675mjJjhyyo44goisTFxREXF8eaNWuora11iuvevXvZu3cv4eHhTnENCQmZskGt//g0m9YuCw/Nj2ZpQiAfXaqmo9vK3Cg/ZkaMvQnKRBAcHIy3tzft7e3U19cTGjp4QcJoEvvj4+OJiYnhF7/4BTExMfj6Xtt9am9v5/XXX6etrY1NmzaNuMeXzPgjC+oEIQgC4eHhhIeHs3LlSpqampxBrUOHDvHll18SEBDgFNeoqKgpY/5rtdvZn18PwJnyFuIDPWnscPSjenSCZ6djSU8Z6oULF9DpdIMKak/waDRfdvfffz/3338/77zzDnPnzh31WA0GA6+//jrt7e08/PDDzq0EmamFLKiTRGBgIEuXLmXp0qV0dHQ4fVVPnTrF8ePH0Wg0TnGNj4+f1G6OCkFAFMB+OShd0tTleFwUKGnqZE6U36Q34RstCQkJTkFdsmRg1/weQR3uC85qtfLcc885c2I3bdrEtm3bEEWRWbNmjXqvs7W1lddff52uri4eeeSRQQsWZCaf6/NTcIPh5eVFeno66enpmEwmiouLycvLIysri3PnzuHm5kZiYiJJSUkkJibi5jaxPZoEQUCtFDFZ+gaBbHaJP36l4/9OlrIpPYZvLombMFOUsaJn2VxWVobFYhkwLasn+DXcDHWgnNhf/vKX1zS+5uZmXn/9dbq7u3n00UeJjIy8puvJjC+yoE4x3N3dmTlzJjNnzsRqtVJSUuLcGsjOzkahUJCQkODMGBguf3KscFP0F9QeOrpt/O14Cbcnh0xYtH+s0Gg0hIeHU1NTQ1lZ2YBBnqGW/KIojjiFq/e5Q9HU1MTrr7+OxWJhy5YtX4v2Odc7sqBOYZRKJYmJiSQmJrJ+/XoqKyvJz88nLy+PTz/9lM8++4yoqCiSk5NJSkoiICBg3MaiVg794X9iUSyx/tdnOphWq6WmpgadTjdiQQ0MDBxVCbKvr++QhR8NDQ28/vrrSJLEY489NmTATGbqIAvqdYIoisTExBATE8Ptt99OfX29U1z37dvHvn37CAkJcYprWFjYmGYMqAdxkPJQiWxdm8LKGSFj9loTjVar5ejRo4PW9Q8lqAsXLuT8+fMjNkdJT08f9Ji6ujreeOMNBEHgscceuy77039dkQX1OkQQBEJDQwkNDeXmm2+mtbXVKa6HDx/mq6++ws/PzxnUiomJueaMAbWy/2wq2s+D32yYhTZoYrYdxovo6GhUKhUNDQ0YDAZ8fHz6PD9UUEqtVrNo0aIxG0tNTQ1vvPEGKpWKLVu29Knukpn6yIJ6A+Dn58eiRYtYtGgRnZ2dzjLYs2fPcvLkSTw9PZk+fbqzu8Do6uH7zr6WxAfy7B0p+Lhf/z2zFAoF8fHxFBYWotPp+qU3uRqUulZ6nMzc3NzYsmXLuG7hyIwPsqDeYGg0GubOncvcuXMxm80UFxc7g1oXLlxApVIxbdo0kpOTSUxMdLk3vcF0xfXo8UWxfHtpAgrx+oroD0VCQgKFhYXo9fp+gnoteaiuUlFRwbZt2/D09GTLli3jVkHX2trKmTNnMBqNLm1RiKJIQEAAGRkZX6uGk6NFFtQbGLVaTUpKCikpKdhsNkpLS53impeX56zk6tkauHqp25toPw+aO838223TuW/uxNv0jTdDlaGOt6CWlZWxfft2vL292bJly5C/h2vBZrNx9OhRzGbziM6pq6vj7NmzLF68eFzGdSMhC+rXBIVCgVarRavVsm7dOqqqqpzCunv3bnbv3k1kZCRJSUkkJyf3q5X/+6Z07JJ03eWZukpgYCC+vr60tbVRU1NDRMSVzgPjKah6vZ63334bX19ftmzZgre395i/Rg9Go3FEYtqbr0tvtGtFFtSvIYIgEBUVRVRUFLfddhsNDQ3OmevVxtnJyclEREQ4Wh3foGIKV8pQz58/j06nG1BQx7oUuLi4mB07dhAQEMCjjz467jnFVy/xCwsL+cc//oEoimi1Wh555BF+/vOfU15ezosvvtgn79WV7QEZWVBlcJiEBAcHD2qc7ePjw4wZM2544+zegtq7W+h4BKUKCwt55513CA4O5tFHH50US8fg4GC2bt2KWq3mpZdeoqqqih//+Me8+eabEz6WGwVZUGX68HU2zo6Pj0cQBCoqKuju7naW+I71kj8vL4/33nuP0NBQHnnkEZcDg2ONv7+/898KhQJRFK9bO8mpgiyoMoPydTPO9vDwIDIyksrKSkpLS5kxYwYwtoKanZ3NBx98QGRkJJs3b54S3XNLS0sxGAyy6coYIAuqjEtcbZxdVlbm3Bq4kYyzExISqKysRKfTjbmgXrp0iQ8//JCYmBg2bdo04SY3A9He3s6rr77KM888M9lDuSGQBVVmxIiiSHx8PPHx8axZs4aamhqnuF5vxtlXM23aNA4fPoxer3c+NhZBqczMTD755BPi4uJ46KGHpsRWic1m4w9/+AOPPvpon+W/zOiRBVXmmhAEgYiICCIiIlwyzo6Ojp7S4hoZGYmbmxtNTU20trbi5+d3zUGps2fP8tlnn6HVannwwQenTIL88ePH0el0bNu2DYDNmzfz6aefkp+fT01NDXffffeoe2B9XZEFVWZMGc4428vLy5kxMNnG2QPRM/vOz89Hp9ORnp5+TUv+U6dOsWfPHqZPn879998/pX7eZcuW9clmAJzbHDKjY+r8dmVuOKa6cfZgaLXaPoLa0tJCdXU1JSUlpKSkuHyd48ePs2/fPpKSkrjvvvsmPd3sWrYspvKqYiohDJOwK2fzyow5PcbZeXl5FBQU0NnZOWnG2QNRW1vLK6+8giiK+Pr6Ul5eztmzZ5k1axZ//OMfXRKXI0eOcODAAVJTU7nnnnsmXUzBkU+7b98+urq6RnxuTEwM8+fPH4dRXZcM+gaQBVVmUrHb7VRWVjq7wba0tCAIAtHR0c5914lwXerq6uLs2bPodDoqKyv7uPAbDAbOnTvH0qVLef7554e8jiRJfPXVVxw6dIjZs2dz9913T5lmiwCdnZ1kZmaOyBzF39+fOXPmTIkvhSmCLKgyUx9JkvoYZ9fW1gKMq3F2D7t37+bMmTMDPtfW1sb58+fZsGEDTz/99JDjP3jwIEeOHGHOnDncddddU0pMZcaMQd+A8h6qzJThauPslpYWZ1BrvIyze5g9ezaZmZlYrdZBjwkJGbwrgSRJ7N+/n+PHj5Oens4dd9wh7zt+DZFnqDLXBb2Ns3U6HVarFU9PT2fGwOiNs6+Qn5/Pzp07+y2FW1tbyczM5Oc//zm33nprv/MkSWLv3r2cOnWKjIwM1q5dK4vpjY285Je5cehtnF1YWIjJZEKtVjNt2jRnxsBo6+PPnj3Lrl27+jzWI6h/+cv/3979vTT1x3Ecf525hthmNIvIaAqWMSowEqTADAsp6CqI7qKgay/6A2QkCF10YcG3m24Dg4is/oJNL6MsV60fYDRBox0KsfLH2b4X0tL8ka7P2Vnb83EVucXbm6fnND/v89+yT/lzuZweP36sJ0+e6MiRI+rq6iKm5Y9bfiw1OzurdDqtubm5ZV/z+/2qr6/3bGnHn6y1OPvly5f5xdnRaFT79u3b0MLm1tZWTU1NKR6P5/8ul8upurp62a6CbDarhw8f6tmzZ2pvb1dnZycxrXBcoVag2dlZJRKJNZcGb968We3t7f/UwpNcLrdkcXYmk5G0cPrp54davy/OXu3fefTokZ4+fSpJsm1b4+Pjun79uhoaGiQtxPTBgwd6/vy5jh8/ro6ODmJaObjlxy8fP35c9RPtxQ4ePKi9e/cWYSJ3LF6cPT4+Lknatm1bPq4/F2evJJvNamBgQG/fvpVt28pkMurr61MkEpHjOLp//76SyaROnDix7LQRyh63/Phl8WMwfi7I+PLli/bs2aMLFy6s+Lp/0eLF2V+/flUqldLr1681PDysRCKh2tra/G8MNDQ0LPk9S5/Pp3Pnzqm/v1+ZTEbBYFCWZclxHN27d0+vXr1SV1eXjh496uF3iFLDFWoFev/+vUZGRiQtHI+cmJjQ2bNndfv2bZ08eVKNjY2SFs5179+/38NJ3bF4cfa7d+80NzeXX5wdjUbV1NSU3wY1MzOjoaEhJRIJXbp0ScPDw3rz5o1Onz6ttrY2j78TeIQrVKxscnIy//+CjY2NSqVS+aCWq/Uuzo5Go2pubtbu3bvlOI4GBwdl27bOnDnDMUysiKBWuPr6eiWTSR0+fFjJZLLitravZ3G2z+dTPB5XS0uLLl68qEOHDnk9NkoUQa1wra2tevHihWKxmLZv364tW7Z4PZJnVlucfffuXX348EHd3d3EFGsiqBWuqqpKly9fliTdunVLLS0t3g5UIhYvzj527JhGR0d14MABr8dCiSOoFS6Tyai/v1+WZamjo0N1dXVej1Ry/H4/P2iwLgS1wtXV1enq1atejwGUBXaLVaD1nujh5A+wMQS1Aq33iZul8kgS4F9BUCvQzp07tWPHjjVfEw6HFYlEijQRUB44KVWhHMeRbdsrHi/dtGmTwuFwST2hEyghLEcBAENWDSq3/ABgCEEFAEMIKgAYQlABwBCCCgCGEFQAMISgAoAhBBUADCGoAGAIQQUAQzisDfwFx3E0PT0tx3H++FrLshQIBFRTU1OEyeAFggoUaGZmRvF4XFNTUxt6X7k+nhvc8gMFGx0d3XBMJSmVSsm2bRcmgtcIKlCgHz9+FPze79+/G5wEpYJbfqBAv6++tG1bfX19SqfTunPnjizL0s2bN/X582dVVVXpypUrqq2t9WhaFANXqIAhwWBQsVhMzc3NkqSxsTH5/X719vaqs7NT8Xjc4wnhNq5QAUMCgcCS53WFw+H8n6enpxUKhbwYC0VEUAGXhEIhzc/Pq7u7Wz6fT9euXfN6JLiMW37AJSMjI6qpqdGNGzd0/vx5DQ4Oej0SXEZQAZfkcjkFg0FJC1er375983giuI2gAobMz88rFotpbGxMvb29CoVCSqfT6unp0cDAgE6dOuX1iHAZTz0FCjQ0NKRPnz4V9N62tjbt2rXL8EQoEp56Cpjm9xf+me7fvBeli6ACBYpEIrKsVS9WVhUKhbR161YXJoLXuOUH/sLk5KQmJiaUzWbX9fpAIKCmpiZVV1e7PBlctOpPUYIKABvD/6ECgNsIKgAYQlABwBCCCgCGEFQAMISgAoAhBBUADCGoAGAIQQUAQwgqABhCUAHAEIIKAIYQVAAwhKACgCEEFQAMIagAYAhBBQBDCCoAGEJQAcAQggoAhhBUADCEoAKAIQQVAAwhqABgCEEFAEMIKgAYQlABwBCCCgCGEFQAMISgAoAhBBUADCGoAGCI/w9ft4oyBQCUAa5QAcAQggoAhhBUADCEoAKAIQQVAAwhqABgyP/2qpx4pF5MEQAAAABJRU5ErkJggg==\n",
+      "text/plain": [
+       "<Figure size 1152x432 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "stencil_27pt = [(i, j, k) for i in (-1, 0, 1) for j in (-1, 0, 1) for k in (-1, 0, 1)]\n",
+    "ps.stencil.plot(stencil_27pt, data=[i for i in range(27)])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Adding `slice=True` shows the three projections of the stencils instead"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1152x432 with 3 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "ps.stencil.plot(stencil_27pt, data=[i for i in range(27)], slice=True)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## 2) Scalar fields\n",
+    "\n",
+    "*pystencils* also comes with helper functions to plot simulation data. \n",
+    "The plotting functions are simple but useful wrappers around basic Matplotlib functionality. \n",
+    "*pystencils* imports all matplotlib functions as well, such that one can use\n",
+    "\n",
+    "```import pystencils.plot as plt```\n",
+    "\n",
+    "instead of \n",
+    "\n",
+    "```import matplotlib.pyplot as plt```\n",
+    "\n",
+    "The session import at the top of the notebook does this already, and also sets up inline plotting for notebooks.\n",
+    "\n",
+    "This section demonstrates how to plot 2D scalar fields. Internally `imshow` from matplotlib is used, however the coordinate system is changed such that (0,0) is in the lower left corner,  the $x$-axis points to the right, and the $y$-axis upward. \n",
+    "\n",
+    "The next function returns a scalar field for demonstration"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def example_scalar_field(t=0):\n",
+    "    x, y = np.meshgrid(np.linspace(0, 2 * np.pi, 100), np.linspace(0, 2 * np.pi, 100))\n",
+    "    z = np.cos(x + 0.1 * t) * np.sin(y + 0.1 * t) + 0.1 * x * y\n",
+    "    return z"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "To show a single scalar field use `plt.scalar_field`:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {
+    "scrolled": false
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.colorbar.Colorbar at 0x15c806340>"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1152x432 with 2 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "arr = example_scalar_field()\n",
+    "plt.scalar_field(arr)\n",
+    "plt.colorbar()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "A similar wrapper around `counter` from matplotlib"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1152x432 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.scalar_field_contour(arr);"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "A 3D surface plot is also possible:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<mpl_toolkits.mplot3d.art3d.Poly3DCollection at 0x15c7a72e0>"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1152x432 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.scalar_field_surface(arr)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "For simulation results one often needs visualization of time dependent results. To show an evolving scalar field an animation can be created as shown in the next cell"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "t = 0\n",
+    "def run_func():\n",
+    "    global t\n",
+    "    t += 1\n",
+    "    return example_scalar_field(t)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "if shutil.which(\"ffmpeg\") is not None:\n",
+    "    plt.figure()\n",
+    "    animation = plt.scalar_field_animation(run_func, frames=60)\n",
+    "    ps.jupyter.display_as_html_video(animation)\n",
+    "else:\n",
+    "    print(\"No ffmpeg installed\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Another way to display animations is as an image sequence. While the `run_func` i.e. the simulation is running the current state is then displayed as HTML image. Use this method when your `run_func` takes a long time and you want to see the status while the simulation runs. The `frames` parameter specifies how often the run function will be called."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1152x432 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.figure()\n",
+    "animation = plt.scalar_field_animation(run_func, frames=30)\n",
+    "ps.jupyter.display_as_html_image(animation)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "For surface plots there is also an animated version:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "if shutil.which(\"ffmpeg\") is not None:\n",
+    "    animation = plt.surface_plot_animation(run_func, frames=60)\n",
+    "    ps.jupyter.display_as_html_video(animation)\n",
+    "else:\n",
+    "    print(\"No ffmpeg installed\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## 3) Vector Fields\n",
+    "\n",
+    "*pystencils* provides another set of plotting functions for vector fields, e.g. velocity fields. \n",
+    "They have three index dimensions, where the last coordinate has to have 2 entries, representing the $x$ and $y$ component of the vector."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def example_vector_field(t=0, shape=(40, 40)):\n",
+    "    result = np.empty(shape + (2,))\n",
+    "    x, y = np.meshgrid(np.linspace(0, 2 * np.pi, shape[0]), np.linspace(0, 2 * np.pi, shape[1]))\n",
+    "    result[..., 0] = np.cos(x + 0.1 * t) * np.sin(y + 0.1 * t) + 0.01 * x * y\n",
+    "    result[..., 1] = np.cos(0.001 * y)\n",
+    "    return result"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Vector fields can either be plotted using quivers (arrows)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1152x432 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.figure()\n",
+    "data = example_vector_field()\n",
+    "plt.vector_field(data, step=1);"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The `step` parameter can be used to display only every $n$'th arrow:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1152x432 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.figure()\n",
+    "plt.vector_field(data, step=2);"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "or by displaying their magnitude in a colormap"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1152x432 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.figure()\n",
+    "plt.vector_field_magnitude(data);"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "There are also functions to animate both variants, quiver plots.."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "t = 0\n",
+    "def run_func():\n",
+    "    global t\n",
+    "    t += 1\n",
+    "    return example_vector_field(t)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "if shutil.which(\"ffmpeg\") is not None:\n",
+    "    plt.figure()\n",
+    "    animation = plt.vector_field_animation(run_func, frames=60)\n",
+    "    ps.jupyter.display_as_html_video(animation)\n",
+    "else:\n",
+    "    print(\"No ffmpeg installed\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "...and magnitude plots"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "if shutil.which(\"ffmpeg\") is not None:\n",
+    "    animation = plt.vector_field_magnitude_animation(run_func, frames=60)\n",
+    "    ps.jupyter.display_as_html_video(animation)\n",
+    "else:\n",
+    "    print(\"No ffmpeg installed\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## 4) Phase Fields\n",
+    "\n",
+    "A third group of plotting functions helps to display arrays as they occur in phase-field simulations. However these function may also be useful for other kinds of simulations. \n",
+    "They expect arrays where the last coordinate indicates the fraction of a certain component, i.e. `arr[x, y, 2]` should be a value between $0$ and $1$ and specifies the fraction of the third phase at $(x, y)$. The plotting functions expect that sum over the last coordinate gives $1$ for all cells.\n",
+    "\n",
+    "Lets again generate some example data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def example_phase_field():\n",
+    "    if scipy_avail:\n",
+    "        from scipy.ndimage.filters import gaussian_filter\n",
+    "\n",
+    "    shape=(80, 80)\n",
+    "    result = np.zeros(shape + (4,))\n",
+    "    result[20:40, 20:40, 0] = 1\n",
+    "    \n",
+    "    if scipy_avail:\n",
+    "        gaussian_filter(result[..., 0], sigma=3, output=result[..., 0])\n",
+    "    result[50:70, 30:50, 1] = 1\n",
+    "    if scipy_avail:\n",
+    "        gaussian_filter(result[..., 1], sigma=3, output=result[..., 1])\n",
+    "\n",
+    "    result[:, :10, 2] = 1\n",
+    "    result[:, :, 3] = 1 - np.sum(result, axis=2)\n",
+    "    return result\n",
+    "data = example_phase_field()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The `scalar_field_alpha_value` function uses the last entry, i.e. the value between 0 and 1, as the alpha value of the specified colour to show where the phase is located. This visualization makes it easy to distinguish between smooth and sharp transitions. Note: If `scipy` is not installed, the phase-field will have a sharp interface because no gaussian filter was applied above. This is not realistic. However, it still shows the possibilities of the visualization functions here."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1152x432 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.scalar_field_alpha_value(data[..., 0], color='b')\n",
+    "plt.scalar_field_alpha_value(data[..., 1], color='r')\n",
+    "plt.scalar_field_alpha_value(data[..., 2], color='k')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "To see all existing phases the `phase_plot` function uses this alpha-value representation for all phases."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1152x432 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.phase_plot(data)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Another option to display each field separately in a subplot"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1152x432 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.multiple_scalar_fields(data)"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/docs/source/tutorials/demo_wave_equation.ipynb b/docs/source/tutorials/demo_wave_equation.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..70e130c22034b53a1044ce78cfb5590443d13ef7
--- /dev/null
+++ b/docs/source/tutorials/demo_wave_equation.ipynb
@@ -0,0 +1,624 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {
+    "nbsphinx": "hidden"
+   },
+   "outputs": [],
+   "source": [
+    "import psutil\n",
+    "\n",
+    "from pystencils.session import *\n",
+    "\n",
+    "import shutil"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Demo: Finite differences - 2D wave equation\n",
+    "\n",
+    "In this tutorial we show how to use the finite difference module of *pystencils* to solve a 2D wave equations. The time derivative is discretized by a simple forward Euler method."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "$$ \\frac{\\partial^2 u}{\\partial t^2} = \\mbox{div} \\left( q(x,y) \\nabla u \\right)$$"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "We begin by creating three *numpy* arrays for the current, the previous and the next timestep. Actually we will see later that two fields are enough, but let's keep it simple. From these *numpy* arrays we create *pystencils* fields to formulate our update rule."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "size = (60, 70) #  domain size\n",
+    "u_arrays = [np.zeros(size), np.zeros(size), np.zeros(size)]\n",
+    "\n",
+    "u_fields = [ps.Field.create_from_numpy_array(\"u%s\" % (name,), arr)\n",
+    "            for name, arr in zip([\"0\", \"1\", \"2\"], u_arrays)]\n",
+    "\n",
+    "# Nicer display for fields\n",
+    "for i, field in enumerate(u_fields):\n",
+    "    field.latex_name = \"u^{(%d)}\" % (i,)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "*pystencils* contains already simple rules to discretize the a diffusion term. The time discretization is done manually."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/latex": [
+       "$\\displaystyle \\frac{{u^{(0)}}_{(0,0)} - 2 {u^{(1)}}_{(0,0)} + {u^{(2)}}_{(0,0)}}{dt^{2}} = \\frac{- 4 {u^{(1)}}_{(0,0)} + {u^{(1)}}_{(1,0)} + {u^{(1)}}_{(0,1)} + {u^{(1)}}_{(0,-1)} + {u^{(1)}}_{(-1,0)}}{dx^{2}}$"
+      ],
+      "text/plain": [
+       "u_0_C - 2â‹…u_1_C + u_2_C   -4â‹…u_1_C + u_1_E + u_1_N + u_1_S + u_1_W\n",
+       "─────────────────────── = ────────────────────────────────────────\n",
+       "            2                                 2                   \n",
+       "          dt                                dx                    "
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "discretize = ps.fd.Discretization2ndOrder()\n",
+    "\n",
+    "def central2nd_time_derivative(fields):\n",
+    "    f_next, f_current, f_last = fields\n",
+    "    return (f_next[0, 0] - 2 * f_current[0, 0] + f_last[0, 0]) / discretize.dt**2\n",
+    "\n",
+    "rhs = ps.fd.diffusion(u_fields[1], 1)\n",
+    "\n",
+    "wave_eq = sp.Eq(central2nd_time_derivative(u_fields), discretize(rhs))\n",
+    "\n",
+    "wave_eq = sp.simplify(wave_eq)\n",
+    "wave_eq"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The explicit Euler scheme is now obtained by solving above equation with respect to $u_C^{next}$."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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+      "text/latex": [
+       "$\\displaystyle {u^{(2)}}_{(0,0)} \\leftarrow \\frac{- 4 {u^{(1)}}_{(0,0)} dt^{2} + {u^{(1)}}_{(1,0)} dt^{2} + {u^{(1)}}_{(0,1)} dt^{2} + {u^{(1)}}_{(0,-1)} dt^{2} + {u^{(1)}}_{(-1,0)} dt^{2} + dx^{2} \\left(- {u^{(0)}}_{(0,0)} + 2 {u^{(1)}}_{(0,0)}\\right)}{dx^{2}}$"
+      ],
+      "text/plain": [
+       "                     2           2           2           2           2     2                   \n",
+       "         - 4â‹…u_1_Câ‹…dt  + u_1_Eâ‹…dt  + u_1_Nâ‹…dt  + u_1_Sâ‹…dt  + u_1_Wâ‹…dt  + dx â‹…(-u_0_C + 2â‹…u_1_C)\n",
+       "u_2_C := ──────────────────────────────────────────────────────────────────────────────────────\n",
+       "                                                    2                                          \n",
+       "                                                  dx                                           "
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "u_next_C = u_fields[-1][0, 0]\n",
+    "update_rule = ps.Assignment(u_next_C, sp.solve(wave_eq, u_next_C)[0])\n",
+    "update_rule"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Before creating the kernel, we substitute numeric values for $dx$ and $dt$. \n",
+    "Then a kernel is created just like in the last tutorial."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
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+       "<div class=\"highlight\"><pre><span></span><span class=\"n\">FUNC_PREFIX</span><span class=\"w\"> </span><span class=\"kt\">void</span><span class=\"w\"> </span><span class=\"n\">kernel</span><span class=\"p\">(</span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"n\">_data_u0</span><span class=\"p\">,</span><span class=\"w\"> </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"n\">_data_u1</span><span class=\"p\">,</span><span class=\"w\"> </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\">  </span><span class=\"n\">_data_u2</span><span class=\"p\">)</span><span class=\"w\"></span>\n",
+       "<span class=\"p\">{</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">   </span><span class=\"k\">for</span><span class=\"w\"> </span><span class=\"p\">(</span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">;</span><span class=\"w\"> </span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">&lt;</span><span class=\"w\"> </span><span class=\"mi\">59</span><span class=\"p\">;</span><span class=\"w\"> </span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">+=</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">)</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">   </span><span class=\"p\">{</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">      </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\">  </span><span class=\"n\">_data_u2_00</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_u2</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">70</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"p\">;</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">      </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"n\">_data_u1_01</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_u1</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">70</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">70</span><span class=\"p\">;</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">      </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"n\">_data_u1_00</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_u1</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">70</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"p\">;</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">      </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"n\">_data_u1_0m1</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_u1</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">70</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mi\">70</span><span class=\"p\">;</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">      </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"n\">_data_u0_00</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_u0</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">70</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"p\">;</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">      </span><span class=\"k\">for</span><span class=\"w\"> </span><span class=\"p\">(</span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">;</span><span class=\"w\"> </span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">&lt;</span><span class=\"w\"> </span><span class=\"mi\">69</span><span class=\"p\">;</span><span class=\"w\"> </span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">+=</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">)</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">      </span><span class=\"p\">{</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">         </span><span class=\"n\">_data_u2_00</span><span class=\"p\">[</span><span class=\"n\">ctr_1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"mf\">-1.0</span><span class=\"o\">*</span><span class=\"n\">_data_u0_00</span><span class=\"p\">[</span><span class=\"n\">ctr_1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mf\">0.25</span><span class=\"o\">*</span><span class=\"n\">_data_u1_00</span><span class=\"p\">[</span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mf\">0.25</span><span class=\"o\">*</span><span class=\"n\">_data_u1_00</span><span class=\"p\">[</span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mf\">0.25</span><span class=\"o\">*</span><span class=\"n\">_data_u1_01</span><span class=\"p\">[</span><span class=\"n\">ctr_1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mf\">0.25</span><span class=\"o\">*</span><span class=\"n\">_data_u1_0m1</span><span class=\"p\">[</span><span class=\"n\">ctr_1</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mf\">1.0</span><span class=\"o\">*</span><span class=\"n\">_data_u1_00</span><span class=\"p\">[</span><span class=\"n\">ctr_1</span><span class=\"p\">];</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">      </span><span class=\"p\">}</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">   </span><span class=\"p\">}</span><span class=\"w\"></span>\n",
+       "<span class=\"p\">}</span><span class=\"w\"></span>\n",
+       "</pre></div>\n"
+      ],
+      "text/plain": [
+       "FUNC_PREFIX void kernel(double * RESTRICT const _data_u0, double * RESTRICT const _data_u1, double * RESTRICT  _data_u2)\n",
+       "{\n",
+       "   for (int64_t ctr_0 = 1; ctr_0 < 59; ctr_0 += 1)\n",
+       "   {\n",
+       "      double * RESTRICT  _data_u2_00 = _data_u2 + 70*ctr_0;\n",
+       "      double * RESTRICT _data_u1_01 = _data_u1 + 70*ctr_0 + 70;\n",
+       "      double * RESTRICT _data_u1_00 = _data_u1 + 70*ctr_0;\n",
+       "      double * RESTRICT _data_u1_0m1 = _data_u1 + 70*ctr_0 - 70;\n",
+       "      double * RESTRICT _data_u0_00 = _data_u0 + 70*ctr_0;\n",
+       "      for (int64_t ctr_1 = 1; ctr_1 < 69; ctr_1 += 1)\n",
+       "      {\n",
+       "         _data_u2_00[ctr_1] = -1.0*_data_u0_00[ctr_1] + 0.25*_data_u1_00[ctr_1 + 1] + 0.25*_data_u1_00[ctr_1 - 1] + 0.25*_data_u1_01[ctr_1] + 0.25*_data_u1_0m1[ctr_1] + 1.0*_data_u1_00[ctr_1];\n",
+       "      }\n",
+       "   }\n",
+       "}"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "update_rule = update_rule.subs({discretize.dx: 0.1, discretize.dt: 0.05})\n",
+    "ast = ps.create_kernel(update_rule)\n",
+    "kernel = ast.compile()\n",
+    "\n",
+    "ps.show_code(ast)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[_data_u0, _data_u1, _data_u2]"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "ast.get_parameters()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{u0: double[60,70], u1: double[60,70], u2: double[60,70]}"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "ast.fields_accessed"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "To run simulation a suitable initial condition and boundary treatment is required. We chose an initial condition which is zero at the borders of the domain. The outermost layer is not changed by the update kernel, so we have an implicit homogenous Dirichlet boundary condition."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "X,Y = np.meshgrid( np.linspace(0, 1, size[1]), np.linspace(0,1, size[0]))\n",
+    "Z = np.sin(2*X*np.pi) * np.sin(2*Y*np.pi)\n",
+    "\n",
+    "# Initialize the previous and current values with the initial function\n",
+    "np.copyto(u_arrays[0], Z)\n",
+    "np.copyto(u_arrays[1], Z)\n",
+    "# The values for the next timesteps do not matter, since they are overwritten\n",
+    "u_arrays[2][:, :] = 0"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "One timestep now consists of applying the kernel once, then shifting the arrays."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def run(timesteps=1):\n",
+    "    for t in range(timesteps):\n",
+    "        kernel(u0=u_arrays[0], u1=u_arrays[1], u2=u_arrays[2])\n",
+    "        u_arrays[0], u_arrays[1], u_arrays[2] = u_arrays[1], u_arrays[2], u_arrays[0]\n",
+    "    return u_arrays[2]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Lets create an animation of the solution:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "No ffmpeg installed\n"
+     ]
+    }
+   ],
+   "source": [
+    "if shutil.which(\"ffmpeg\") is not None:\n",
+    "    ani = plt.surface_plot_animation(run, zlim=(-1, 1))\n",
+    "    ps.jupyter.display_as_html_video(ani)\n",
+    "else:\n",
+    "    print(\"No ffmpeg installed\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "assert np.isfinite(np.max(u_arrays[2]))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "__Runing on GPU__\n",
+    "\n",
+    "We can also run the same kernel on the GPU, by using the ``cupy`` package."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
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+     "data": {
+      "text/html": [
+       "<div class=\"highlight\"><pre><span></span><span class=\"n\">FUNC_PREFIX</span><span class=\"w\"> </span><span class=\"nf\">__launch_bounds__</span><span class=\"p\">(</span><span class=\"mi\">256</span><span class=\"p\">)</span><span class=\"w\"> </span><span class=\"kt\">void</span><span class=\"w\"> </span><span class=\"n\">kernel</span><span class=\"p\">(</span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"n\">_data_u0</span><span class=\"p\">,</span><span class=\"w\"> </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"n\">_data_u1</span><span class=\"p\">,</span><span class=\"w\"> </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\">  </span><span class=\"n\">_data_u2</span><span class=\"p\">)</span><span class=\"w\"></span>\n",
+       "<span class=\"p\">{</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">   </span><span class=\"k\">if</span><span class=\"w\"> </span><span class=\"p\">(</span><span class=\"n\">blockDim</span><span class=\"p\">.</span><span class=\"n\">x</span><span class=\"o\">*</span><span class=\"n\">blockIdx</span><span class=\"p\">.</span><span class=\"n\">x</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">threadIdx</span><span class=\"p\">.</span><span class=\"n\">x</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"w\"> </span><span class=\"o\">&lt;</span><span class=\"w\"> </span><span class=\"mi\">59</span><span class=\"w\"> </span><span class=\"o\">&amp;&amp;</span><span class=\"w\"> </span><span class=\"n\">blockDim</span><span class=\"p\">.</span><span class=\"n\">y</span><span class=\"o\">*</span><span class=\"n\">blockIdx</span><span class=\"p\">.</span><span class=\"n\">y</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">threadIdx</span><span class=\"p\">.</span><span class=\"n\">y</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"w\"> </span><span class=\"o\">&lt;</span><span class=\"w\"> </span><span class=\"mi\">69</span><span class=\"p\">)</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">   </span><span class=\"p\">{</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">      </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">blockDim</span><span class=\"p\">.</span><span class=\"n\">x</span><span class=\"o\">*</span><span class=\"n\">blockIdx</span><span class=\"p\">.</span><span class=\"n\">x</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">threadIdx</span><span class=\"p\">.</span><span class=\"n\">x</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">;</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">      </span><span class=\"k\">const</span><span class=\"w\"> </span><span class=\"kt\">int64_t</span><span class=\"w\"> </span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">blockDim</span><span class=\"p\">.</span><span class=\"n\">y</span><span class=\"o\">*</span><span class=\"n\">blockIdx</span><span class=\"p\">.</span><span class=\"n\">y</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">threadIdx</span><span class=\"p\">.</span><span class=\"n\">y</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">;</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">      </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\">  </span><span class=\"n\">_data_u2_10</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_u2</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">ctr_1</span><span class=\"p\">;</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">      </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"n\">_data_u1_10</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_u1</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">ctr_1</span><span class=\"p\">;</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">      </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"n\">_data_u1_11</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_u1</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">;</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">      </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"n\">_data_u1_1m1</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_u1</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">ctr_1</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mi\">1</span><span class=\"p\">;</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">      </span><span class=\"kt\">double</span><span class=\"w\"> </span><span class=\"o\">*</span><span class=\"w\"> </span><span class=\"n\">RESTRICT</span><span class=\"w\"> </span><span class=\"n\">_data_u0_10</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"n\">_data_u0</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"n\">ctr_1</span><span class=\"p\">;</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">      </span><span class=\"n\">_data_u2_10</span><span class=\"p\">[</span><span class=\"mi\">70</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">=</span><span class=\"w\"> </span><span class=\"mf\">-1.0</span><span class=\"o\">*</span><span class=\"n\">_data_u0_10</span><span class=\"p\">[</span><span class=\"mi\">70</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mf\">0.25</span><span class=\"o\">*</span><span class=\"n\">_data_u1_10</span><span class=\"p\">[</span><span class=\"mi\">70</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mi\">70</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mf\">0.25</span><span class=\"o\">*</span><span class=\"n\">_data_u1_10</span><span class=\"p\">[</span><span class=\"mi\">70</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"w\"> </span><span class=\"o\">-</span><span class=\"w\"> </span><span class=\"mi\">70</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mf\">0.25</span><span class=\"o\">*</span><span class=\"n\">_data_u1_11</span><span class=\"p\">[</span><span class=\"mi\">70</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mf\">0.25</span><span class=\"o\">*</span><span class=\"n\">_data_u1_1m1</span><span class=\"p\">[</span><span class=\"mi\">70</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"p\">]</span><span class=\"w\"> </span><span class=\"o\">+</span><span class=\"w\"> </span><span class=\"mf\">1.0</span><span class=\"o\">*</span><span class=\"n\">_data_u1_10</span><span class=\"p\">[</span><span class=\"mi\">70</span><span class=\"o\">*</span><span class=\"n\">ctr_0</span><span class=\"p\">];</span><span class=\"w\"></span>\n",
+       "<span class=\"w\">   </span><span class=\"p\">}</span><span class=\"w\"> </span>\n",
+       "<span class=\"p\">}</span><span class=\"w\"></span>\n",
+       "</pre></div>\n"
+      ],
+      "text/plain": [
+       "FUNC_PREFIX __launch_bounds__(256) void kernel(double * RESTRICT const _data_u0, double * RESTRICT const _data_u1, double * RESTRICT  _data_u2)\n",
+       "{\n",
+       "   if (blockDim.x*blockIdx.x + threadIdx.x + 1 < 59 && blockDim.y*blockIdx.y + threadIdx.y + 1 < 69)\n",
+       "   {\n",
+       "      const int64_t ctr_0 = blockDim.x*blockIdx.x + threadIdx.x + 1;\n",
+       "      const int64_t ctr_1 = blockDim.y*blockIdx.y + threadIdx.y + 1;\n",
+       "      double * RESTRICT  _data_u2_10 = _data_u2 + ctr_1;\n",
+       "      double * RESTRICT _data_u1_10 = _data_u1 + ctr_1;\n",
+       "      double * RESTRICT _data_u1_11 = _data_u1 + ctr_1 + 1;\n",
+       "      double * RESTRICT _data_u1_1m1 = _data_u1 + ctr_1 - 1;\n",
+       "      double * RESTRICT _data_u0_10 = _data_u0 + ctr_1;\n",
+       "      _data_u2_10[70*ctr_0] = -1.0*_data_u0_10[70*ctr_0] + 0.25*_data_u1_10[70*ctr_0 + 70] + 0.25*_data_u1_10[70*ctr_0 - 70] + 0.25*_data_u1_11[70*ctr_0] + 0.25*_data_u1_1m1[70*ctr_0] + 1.0*_data_u1_10[70*ctr_0];\n",
+       "   } \n",
+       "}"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "try:\n",
+    "    import cupy\n",
+    "except ImportError:\n",
+    "    cupy=None\n",
+    "    print('No cupy installed')\n",
+    "\n",
+    "\n",
+    "res = None\n",
+    "if cupy:\n",
+    "    gpu_ast = ps.create_kernel(update_rule, target=ps.Target.GPU)\n",
+    "    gpu_kernel = gpu_ast.compile()\n",
+    "    res = ps.show_code(gpu_ast)\n",
+    "res"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The run function has to be changed now slightly, since the data has to be transfered to the GPU first, then the kernel can be executed, and in the end the data has to be transfered back"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "if cupy:\n",
+    "    def run_on_gpu(timesteps=1):\n",
+    "        # Transfer arrays to GPU\n",
+    "        gpuArrs = [cupy.asarray(cpu_array) for cpu_array in u_arrays]\n",
+    "\n",
+    "        for t in range(timesteps):\n",
+    "            gpu_kernel(u0=gpuArrs[0], u1=gpuArrs[1], u2=gpuArrs[2])\n",
+    "            gpuArrs[0], gpuArrs[1], gpuArrs[2] = gpuArrs[1], gpuArrs[2], gpuArrs[0]\n",
+    "\n",
+    "        # Transfer arrays to CPU\n",
+    "        for gpuArr, cpuArr in zip(gpuArrs, u_arrays):\n",
+    "            cpuArr[:] = gpuArr.get()\n",
+    "assert np.isfinite(np.max(u_arrays[2]))            "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "if cupy:\n",
+    "    run_on_gpu(400)"
+   ]
+  }
+ ],
+ "metadata": {
+  "anaconda-cloud": {},
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.5"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/docs/source/tutorials/index.rst b/docs/source/tutorials/index.rst
new file mode 100644
index 0000000000000000000000000000000000000000..c66d8cf6f9dbad1ed0eeb9cb160f9fef3f28d52b
--- /dev/null
+++ b/docs/source/tutorials/index.rst
@@ -0,0 +1,21 @@
+Tutorials
+=========
+
+These tutorials are a good place to start if you are new to pystencils.
+All tutorials and demos listed here are based on Jupyter notebooks that you can find in the pystencils repository.
+It is a good idea to download them and run them directly to be able to play around with the code.
+
+.. toctree::
+   :maxdepth: 1
+
+   01_tutorial_getting_started.ipynb
+   02_tutorial_basic_kernels.ipynb
+   03_tutorial_datahandling.ipynb
+   04_tutorial_advection_diffusion.ipynb
+   05_tutorial_phasefield_spinodal_decomposition.ipynb
+   06_tutorial_phasefield_dentritic_growth.ipynb
+   demo_assignment_collection.ipynb
+   demo_plotting_and_animation.ipynb
+   demo_derivatives.ipynb
+   demo_benchmark.ipynb
+   demo_wave_equation.ipynb
diff --git a/src/pystencils/sympyextensions/astnodes.py b/src/pystencils/sympyextensions/astnodes.py
index 4fdc0f612019cede0096a1e9c7afca5256c6ca5d..68613b41a315959e97c3e86908a48ffd5892c9f2 100644
--- a/src/pystencils/sympyextensions/astnodes.py
+++ b/src/pystencils/sympyextensions/astnodes.py
@@ -5,6 +5,7 @@ from typing import Any, Dict, Iterable, Iterator, List, Optional, Sequence, Set,
 
 import sympy as sp
 from sympy.codegen.ast import Assignment, AugmentedAssignment
+from sympy.codegen.ast import AddAugmentedAssignment as SpAddAugAssignment
 from sympy.printing.latex import LatexPrinter
 import numpy as np
 
@@ -46,6 +47,9 @@ LatexPrinter._print_AugmentedAssignment = print_assignment_latex
 
 sp.MutableDenseMatrix.__hash__ = lambda self: hash(tuple(self))
 
+#   Re-Export
+AddAugmentedAssignment = SpAddAugAssignment
+
 
 def assignment_from_stencil(stencil_array, input_field, output_field,
                             normalization_factor=None, order='visual') -> Assignment: